warning: commands will be executed using /bin/sh
job 2477 at Tue Mar 25 22:48:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140317/YutaMouse20-140317/YutaMouse20-140317
ElecNo	6
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 3822400 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1274133 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67266 members 
Mstep: Class 2 contains 66781 members 
Mstep: Class 3 contains 67118 members 
Mstep: Class 4 contains 66675 members 
Mstep: Class 5 contains 67322 members 
Mstep: Class 6 contains 66919 members 
Mstep: Class 7 contains 67271 members 
Mstep: Class 8 contains 66755 members 
Mstep: Class 9 contains 67063 members 
Mstep: Class 10 contains 66991 members 
Mstep: Class 11 contains 67137 members 
Mstep: Class 12 contains 67123 members 
Mstep: Class 13 contains 67227 members 
Mstep: Class 14 contains 66892 members 
Mstep: Class 15 contains 66898 members 
Mstep: Class 16 contains 67690 members 
Mstep: Class 17 contains 66937 members 
Mstep: Class 18 contains 67162 members 
Mstep: Class 19 contains 66906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1422.421509 but Gain 3486.328125
Score: -147930752.000000 Penalty: 62753.914062
Iteration 0F: 19 clusters Score -1.479308e+08 nChanged 1204118
Entering Unmasked Mstep 
Mstep: Class 0 contains 3646 members 
Mstep: Class 1 contains 65640 members 
Mstep: Class 2 contains 34114 members 
Mstep: Class 3 contains 48466 members 
Mstep: Class 4 contains 98921 members 
Mstep: Class 5 contains 37782 members 
Mstep: Class 7 contains 61062 members 
Mstep: Class 8 contains 37369 members 
Mstep: Class 9 contains 37272 members 
Mstep: Class 10 contains 74251 members 
Mstep: Class 11 contains 63371 members 
Mstep: Class 12 contains 271582 members 
Mstep: Class 13 contains 41753 members 
Mstep: Class 14 contains 47123 members 
Mstep: Class 15 contains 60882 members 
Mstep: Class 16 contains 104914 members 
Mstep: Class 17 contains 38253 members 
Mstep: Class 18 contains 105665 members 
Mstep: Class 19 contains 42067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151918640.000000 Penalty: 62753.914062
Iteration 1F: 19 clusters Score -1.519186e+08 nChanged 552062
Entering Unmasked Mstep 
Mstep: Class 0 contains 2804 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 40122 members 
Mstep: Class 3 contains 27916 members 
Mstep: Class 4 contains 66090 members 
Mstep: Class 5 contains 13690 members 
Mstep: Class 7 contains 50504 members 
Mstep: Class 8 contains 15693 members 
Mstep: Class 9 contains 30462 members 
Mstep: Class 10 contains 77068 members 
Mstep: Class 11 contains 55179 members 
Mstep: Class 12 contains 483584 members 
Mstep: Class 13 contains 28507 members 
Mstep: Class 14 contains 25091 members 
Mstep: Class 15 contains 67022 members 
Mstep: Class 16 contains 67910 members 
Mstep: Class 17 contains 26973 members 
Mstep: Class 18 contains 125725 members 
Mstep: Class 19 contains 28841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152883152.000000 Penalty: 62753.914062
Iteration 2F: 19 clusters Score -1.528832e+08 nChanged 345184
Entering Unmasked Mstep 
Mstep: Class 0 contains 1999 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 40970 members 
Mstep: Class 3 contains 21529 members 
Mstep: Class 4 contains 46544 members 
Mstep: Class 5 contains 8972 members 
Mstep: Class 7 contains 58545 members 
Mstep: Class 8 contains 7191 members 
Mstep: Class 9 contains 31311 members 
Mstep: Class 10 contains 84710 members 
Mstep: Class 11 contains 56530 members 
Mstep: Class 12 contains 498654 members 
Mstep: Class 13 contains 21854 members 
Mstep: Class 14 contains 18799 members 
Mstep: Class 15 contains 83873 members 
Mstep: Class 16 contains 53847 members 
Mstep: Class 17 contains 28623 members 
Mstep: Class 18 contains 151130 members 
Mstep: Class 19 contains 28152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153267856.000000 Penalty: 62753.914062
Iteration 3F: 19 clusters Score -1.532679e+08 nChanged 213551
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 32493 members 
Mstep: Class 3 contains 19479 members 
Mstep: Class 4 contains 33888 members 
Mstep: Class 5 contains 9225 members 
Mstep: Class 7 contains 71579 members 
Mstep: Class 8 contains 7458 members 
Mstep: Class 9 contains 34662 members 
Mstep: Class 10 contains 97516 members 
Mstep: Class 11 contains 58524 members 
Mstep: Class 12 contains 456275 members 
Mstep: Class 13 contains 16907 members 
Mstep: Class 14 contains 15423 members 
Mstep: Class 15 contains 106478 members 
Mstep: Class 16 contains 47922 members 
Mstep: Class 17 contains 33552 members 
Mstep: Class 18 contains 174059 members 
Mstep: Class 19 contains 32418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153610000.000000 Penalty: 62753.914062
Iteration 4F: 19 clusters Score -1.5361e+08 nChanged 161582
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 25843 members 
Mstep: Class 3 contains 18220 members 
Mstep: Class 4 contains 28666 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 7 contains 83419 members 
Mstep: Class 8 contains 7282 members 
Mstep: Class 9 contains 38085 members 
Mstep: Class 10 contains 108090 members 
Mstep: Class 11 contains 58548 members 
Mstep: Class 12 contains 419651 members 
Mstep: Class 13 contains 12707 members 
Mstep: Class 14 contains 12928 members 
Mstep: Class 15 contains 127519 members 
Mstep: Class 16 contains 43018 members 
Mstep: Class 17 contains 36675 members 
Mstep: Class 18 contains 187193 members 
Mstep: Class 19 contains 35406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153792208.000000 Penalty: 62753.914062
Iteration 5F: 19 clusters Score -1.537922e+08 nChanged 131149
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 21562 members 
Mstep: Class 3 contains 17717 members 
Mstep: Class 4 contains 24378 members 
Mstep: Class 5 contains 9811 members 
Mstep: Class 7 contains 93846 members 
Mstep: Class 8 contains 7071 members 
Mstep: Class 9 contains 41466 members 
Mstep: Class 10 contains 115687 members 
Mstep: Class 11 contains 56800 members 
Mstep: Class 12 contains 396105 members 
Mstep: Class 13 contains 9591 members 
Mstep: Class 14 contains 11141 members 
Mstep: Class 15 contains 147071 members 
Mstep: Class 16 contains 38846 members 
Mstep: Class 17 contains 37807 members 
Mstep: Class 18 contains 190944 members 
Mstep: Class 19 contains 37249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153917792.000000 Penalty: 62753.914062
Iteration 6F: 19 clusters Score -1.539178e+08 nChanged 115806
Entering Unmasked Mstep 
Mstep: Class 0 contains 222 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 18625 members 
Mstep: Class 3 contains 17832 members 
Mstep: Class 4 contains 20892 members 
Mstep: Class 5 contains 9238 members 
Mstep: Class 7 contains 102264 members 
Mstep: Class 8 contains 6722 members 
Mstep: Class 9 contains 44533 members 
Mstep: Class 10 contains 121412 members 
Mstep: Class 11 contains 54385 members 
Mstep: Class 12 contains 379590 members 
Mstep: Class 13 contains 7518 members 
Mstep: Class 14 contains 10109 members 
Mstep: Class 15 contains 166462 members 
Mstep: Class 16 contains 35789 members 
Mstep: Class 17 contains 38418 members 
Mstep: Class 18 contains 188329 members 
Mstep: Class 19 contains 38265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154016720.000000 Penalty: 62753.914062
Iteration 7F: 19 clusters Score -1.540167e+08 nChanged 107717
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 16304 members 
Mstep: Class 3 contains 18319 members 
Mstep: Class 4 contains 18019 members 
Mstep: Class 5 contains 8530 members 
Mstep: Class 7 contains 108951 members 
Mstep: Class 8 contains 6358 members 
Mstep: Class 9 contains 47030 members 
Mstep: Class 10 contains 126653 members 
Mstep: Class 11 contains 52336 members 
Mstep: Class 12 contains 364162 members 
Mstep: Class 13 contains 6221 members 
Mstep: Class 14 contains 9759 members 
Mstep: Class 15 contains 187342 members 
Mstep: Class 16 contains 33521 members 
Mstep: Class 17 contains 38994 members 
Mstep: Class 18 contains 181752 members 
Mstep: Class 19 contains 38631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154108272.000000 Penalty: 62753.914062
Iteration 8F: 19 clusters Score -1.541083e+08 nChanged 104399
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 14452 members 
Mstep: Class 3 contains 18967 members 
Mstep: Class 4 contains 15965 members 
Mstep: Class 5 contains 7900 members 
Mstep: Class 7 contains 113701 members 
Mstep: Class 8 contains 5542 members 
Mstep: Class 9 contains 48586 members 
Mstep: Class 10 contains 132200 members 
Mstep: Class 11 contains 50622 members 
Mstep: Class 12 contains 349026 members 
Mstep: Class 13 contains 5530 members 
Mstep: Class 14 contains 9916 members 
Mstep: Class 15 contains 210147 members 
Mstep: Class 16 contains 31571 members 
Mstep: Class 17 contains 39465 members 
Mstep: Class 18 contains 172597 members 
Mstep: Class 19 contains 38513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154198128.000000 Penalty: 62753.914062
Iteration 9F: 19 clusters Score -1.541981e+08 nChanged 100324
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 12894 members 
Mstep: Class 3 contains 19422 members 
Mstep: Class 4 contains 14597 members 
Mstep: Class 5 contains 7569 members 
Mstep: Class 7 contains 116706 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 49423 members 
Mstep: Class 10 contains 139652 members 
Mstep: Class 11 contains 49419 members 
Mstep: Class 12 contains 334780 members 
Mstep: Class 13 contains 5188 members 
Mstep: Class 14 contains 10325 members 
Mstep: Class 15 contains 232210 members 
Mstep: Class 16 contains 29817 members 
Mstep: Class 17 contains 39981 members 
Mstep: Class 18 contains 161885 members 
Mstep: Class 19 contains 38008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154279552.000000 Penalty: 62753.914062
Iteration 10F: 19 clusters Score -1.542796e+08 nChanged 90592
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 11693 members 
Mstep: Class 3 contains 19790 members 
Mstep: Class 4 contains 12476 members 
Mstep: Class 5 contains 7493 members 
Mstep: Class 7 contains 118405 members 
Mstep: Class 8 contains 3316 members 
Mstep: Class 9 contains 49560 members 
Mstep: Class 10 contains 150469 members 
Mstep: Class 11 contains 48562 members 
Mstep: Class 12 contains 323617 members 
Mstep: Class 13 contains 4985 members 
Mstep: Class 14 contains 10816 members 
Mstep: Class 15 contains 248782 members 
Mstep: Class 16 contains 27994 members 
Mstep: Class 17 contains 40924 members 
Mstep: Class 18 contains 150564 members 
Mstep: Class 19 contains 37244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154338976.000000 Penalty: 62753.914062
Iteration 11F: 19 clusters Score -1.54339e+08 nChanged 76446
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 10747 members 
Mstep: Class 3 contains 20035 members 
Mstep: Class 4 contains 10811 members 
Mstep: Class 5 contains 7548 members 
Mstep: Class 7 contains 119325 members 
Mstep: Class 8 contains 3154 members 
Mstep: Class 9 contains 49074 members 
Mstep: Class 10 contains 164693 members 
Mstep: Class 11 contains 47539 members 
Mstep: Class 12 contains 315073 members 
Mstep: Class 13 contains 4990 members 
Mstep: Class 14 contains 11478 members 
Mstep: Class 15 contains 258937 members 
Mstep: Class 16 contains 26070 members 
Mstep: Class 17 contains 41942 members 
Mstep: Class 18 contains 139287 members 
Mstep: Class 19 contains 36529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154384480.000000 Penalty: 62753.914062
Iteration 12F: 19 clusters Score -1.543845e+08 nChanged 64149
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 10031 members 
Mstep: Class 3 contains 20201 members 
Mstep: Class 4 contains 9867 members 
Mstep: Class 5 contains 7622 members 
Mstep: Class 7 contains 119589 members 
Mstep: Class 8 contains 3053 members 
Mstep: Class 9 contains 48029 members 
Mstep: Class 10 contains 180086 members 
Mstep: Class 11 contains 46541 members 
Mstep: Class 12 contains 309366 members 
Mstep: Class 13 contains 5046 members 
Mstep: Class 14 contains 12230 members 
Mstep: Class 15 contains 263679 members 
Mstep: Class 16 contains 24377 members 
Mstep: Class 17 contains 42926 members 
Mstep: Class 18 contains 129084 members 
Mstep: Class 19 contains 35848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154414736.000000 Penalty: 62753.914062
Iteration 13F: 19 clusters Score -1.544147e+08 nChanged 53866
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 9465 members 
Mstep: Class 3 contains 20429 members 
Mstep: Class 4 contains 9306 members 
Mstep: Class 5 contains 7734 members 
Mstep: Class 7 contains 119583 members 
Mstep: Class 8 contains 2992 members 
Mstep: Class 9 contains 46803 members 
Mstep: Class 10 contains 197309 members 
Mstep: Class 11 contains 45765 members 
Mstep: Class 12 contains 303869 members 
Mstep: Class 13 contains 5158 members 
Mstep: Class 14 contains 13133 members 
Mstep: Class 15 contains 263329 members 
Mstep: Class 16 contains 23083 members 
Mstep: Class 17 contains 43795 members 
Mstep: Class 18 contains 120882 members 
Mstep: Class 19 contains 35095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154435312.000000 Penalty: 62753.914062
Iteration 14Q: 19 clusters Score -1.544353e+08 nChanged 46502
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 9017 members 
Mstep: Class 3 contains 20684 members 
Mstep: Class 4 contains 8966 members 
Mstep: Class 5 contains 7856 members 
Mstep: Class 7 contains 119441 members 
Mstep: Class 8 contains 2956 members 
Mstep: Class 9 contains 45515 members 
Mstep: Class 10 contains 214197 members 
Mstep: Class 11 contains 45221 members 
Mstep: Class 12 contains 300566 members 
Mstep: Class 13 contains 5295 members 
Mstep: Class 14 contains 14068 members 
Mstep: Class 15 contains 258308 members 
Mstep: Class 16 contains 22183 members 
Mstep: Class 17 contains 44572 members 
Mstep: Class 18 contains 114569 members 
Mstep: Class 19 contains 34294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154450080.000000 Penalty: 62753.914062
Iteration 15Q: 19 clusters Score -1.544501e+08 nChanged 42170
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 8608 members 
Mstep: Class 3 contains 20939 members 
Mstep: Class 4 contains 8758 members 
Mstep: Class 5 contains 8043 members 
Mstep: Class 7 contains 119333 members 
Mstep: Class 8 contains 2917 members 
Mstep: Class 9 contains 44123 members 
Mstep: Class 10 contains 230692 members 
Mstep: Class 11 contains 45057 members 
Mstep: Class 12 contains 298357 members 
Mstep: Class 13 contains 5443 members 
Mstep: Class 14 contains 15158 members 
Mstep: Class 15 contains 249968 members 
Mstep: Class 16 contains 21517 members 
Mstep: Class 17 contains 45249 members 
Mstep: Class 18 contains 109990 members 
Mstep: Class 19 contains 33458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154461008.000000 Penalty: 62753.914062
Iteration 16Q: 19 clusters Score -1.54461e+08 nChanged 41115
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 8246 members 
Mstep: Class 3 contains 21288 members 
Mstep: Class 4 contains 8624 members 
Mstep: Class 5 contains 8271 members 
Mstep: Class 7 contains 119188 members 
Mstep: Class 8 contains 2900 members 
Mstep: Class 9 contains 42811 members 
Mstep: Class 10 contains 247490 members 
Mstep: Class 11 contains 45334 members 
Mstep: Class 12 contains 296645 members 
Mstep: Class 13 contains 5614 members 
Mstep: Class 14 contains 16369 members 
Mstep: Class 15 contains 238728 members 
Mstep: Class 16 contains 21032 members 
Mstep: Class 17 contains 45783 members 
Mstep: Class 18 contains 106459 members 
Mstep: Class 19 contains 32673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154471456.000000 Penalty: 62753.914062
Iteration 17Q: 19 clusters Score -1.544715e+08 nChanged 38924
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7943 members 
Mstep: Class 3 contains 21648 members 
Mstep: Class 4 contains 8531 members 
Mstep: Class 5 contains 8489 members 
Mstep: Class 7 contains 119022 members 
Mstep: Class 8 contains 2887 members 
Mstep: Class 9 contains 41478 members 
Mstep: Class 10 contains 263139 members 
Mstep: Class 11 contains 46079 members 
Mstep: Class 12 contains 295108 members 
Mstep: Class 13 contains 5830 members 
Mstep: Class 14 contains 17654 members 
Mstep: Class 15 contains 226921 members 
Mstep: Class 16 contains 20694 members 
Mstep: Class 17 contains 46192 members 
Mstep: Class 18 contains 103791 members 
Mstep: Class 19 contains 31853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154483104.000000 Penalty: 62753.914062
Iteration 18Q: 19 clusters Score -1.544831e+08 nChanged 36042
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7712 members 
Mstep: Class 3 contains 22012 members 
Mstep: Class 4 contains 8473 members 
Mstep: Class 5 contains 8659 members 
Mstep: Class 7 contains 118662 members 
Mstep: Class 8 contains 2874 members 
Mstep: Class 9 contains 40269 members 
Mstep: Class 10 contains 278598 members 
Mstep: Class 11 contains 47149 members 
Mstep: Class 12 contains 291269 members 
Mstep: Class 13 contains 6061 members 
Mstep: Class 14 contains 18911 members 
Mstep: Class 15 contains 216713 members 
Mstep: Class 16 contains 20440 members 
Mstep: Class 17 contains 46480 members 
Mstep: Class 18 contains 101653 members 
Mstep: Class 19 contains 31078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154494016.000000 Penalty: 62753.914062
Iteration 19Q: 19 clusters Score -1.54494e+08 nChanged 33488
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7495 members 
Mstep: Class 3 contains 22440 members 
Mstep: Class 4 contains 8459 members 
Mstep: Class 5 contains 8771 members 
Mstep: Class 7 contains 118108 members 
Mstep: Class 8 contains 2871 members 
Mstep: Class 9 contains 39071 members 
Mstep: Class 10 contains 292900 members 
Mstep: Class 11 contains 48328 members 
Mstep: Class 12 contains 285695 members 
Mstep: Class 13 contains 6288 members 
Mstep: Class 14 contains 20133 members 
Mstep: Class 15 contains 209041 members 
Mstep: Class 16 contains 20255 members 
Mstep: Class 17 contains 46706 members 
Mstep: Class 18 contains 99871 members 
Mstep: Class 19 contains 30407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154502384.000000 Penalty: 62753.914062
Iteration 20F: 19 clusters Score -1.545024e+08 nChanged 30960
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7303 members 
Mstep: Class 3 contains 22856 members 
Mstep: Class 4 contains 8466 members 
Mstep: Class 5 contains 8871 members 
Mstep: Class 7 contains 117655 members 
Mstep: Class 8 contains 2861 members 
Mstep: Class 9 contains 37992 members 
Mstep: Class 10 contains 305858 members 
Mstep: Class 11 contains 49476 members 
Mstep: Class 12 contains 279120 members 
Mstep: Class 13 contains 6552 members 
Mstep: Class 14 contains 21273 members 
Mstep: Class 15 contains 203243 members 
Mstep: Class 16 contains 20098 members 
Mstep: Class 17 contains 46892 members 
Mstep: Class 18 contains 98479 members 
Mstep: Class 19 contains 29712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154507584.000000 Penalty: 62753.914062
Iteration 21Q: 19 clusters Score -1.545076e+08 nChanged 33372
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7128 members 
Mstep: Class 3 contains 23338 members 
Mstep: Class 4 contains 8467 members 
Mstep: Class 5 contains 8920 members 
Mstep: Class 7 contains 117258 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 37097 members 
Mstep: Class 10 contains 320245 members 
Mstep: Class 11 contains 50518 members 
Mstep: Class 12 contains 267483 members 
Mstep: Class 13 contains 6818 members 
Mstep: Class 14 contains 22167 members 
Mstep: Class 15 contains 200918 members 
Mstep: Class 16 contains 19932 members 
Mstep: Class 17 contains 46953 members 
Mstep: Class 18 contains 97384 members 
Mstep: Class 19 contains 29102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154503552.000000 Penalty: 62753.914062
Iteration 22Q: 19 clusters Score -1.545036e+08 nChanged 44741
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 6995 members 
Mstep: Class 3 contains 23901 members 
Mstep: Class 4 contains 8476 members 
Mstep: Class 5 contains 8942 members 
Mstep: Class 7 contains 116929 members 
Mstep: Class 8 contains 2842 members 
Mstep: Class 9 contains 36410 members 
Mstep: Class 10 contains 337806 members 
Mstep: Class 11 contains 51512 members 
Mstep: Class 12 contains 247469 members 
Mstep: Class 13 contains 7059 members 
Mstep: Class 14 contains 23040 members 
Mstep: Class 15 contains 203115 members 
Mstep: Class 16 contains 19803 members 
Mstep: Class 17 contains 47065 members 
Mstep: Class 18 contains 96619 members 
Mstep: Class 19 contains 28515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154481488.000000 Penalty: 62753.914062
Iteration 23Q: 19 clusters Score -1.544815e+08 nChanged 60354
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 6870 members 
Mstep: Class 3 contains 24612 members 
Mstep: Class 4 contains 8494 members 
Mstep: Class 5 contains 8993 members 
Mstep: Class 7 contains 117105 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 36159 members 
Mstep: Class 10 contains 355280 members 
Mstep: Class 11 contains 52635 members 
Mstep: Class 12 contains 221053 members 
Mstep: Class 13 contains 7308 members 
Mstep: Class 14 contains 24122 members 
Mstep: Class 15 contains 209528 members 
Mstep: Class 16 contains 19793 members 
Mstep: Class 17 contains 47128 members 
Mstep: Class 18 contains 96411 members 
Mstep: Class 19 contains 28000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154448768.000000 Penalty: 62753.914062
Iteration 24Q: 19 clusters Score -1.544488e+08 nChanged 62389
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 6742 members 
Mstep: Class 3 contains 25319 members 
Mstep: Class 4 contains 8534 members 
Mstep: Class 5 contains 9041 members 
Mstep: Class 7 contains 118790 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 36269 members 
Mstep: Class 10 contains 361685 members 
Mstep: Class 11 contains 54111 members 
Mstep: Class 12 contains 200664 members 
Mstep: Class 13 contains 7575 members 
Mstep: Class 14 contains 25386 members 
Mstep: Class 15 contains 217723 members 
Mstep: Class 16 contains 19847 members 
Mstep: Class 17 contains 47299 members 
Mstep: Class 18 contains 96772 members 
Mstep: Class 19 contains 27503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154427808.000000 Penalty: 62753.914062
Iteration 25Q: 19 clusters Score -1.544278e+08 nChanged 48623
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6635 members 
Mstep: Class 3 contains 25950 members 
Mstep: Class 4 contains 8548 members 
Mstep: Class 5 contains 9057 members 
Mstep: Class 7 contains 121965 members 
Mstep: Class 8 contains 2817 members 
Mstep: Class 9 contains 36672 members 
Mstep: Class 10 contains 355292 members 
Mstep: Class 11 contains 55749 members 
Mstep: Class 12 contains 192021 members 
Mstep: Class 13 contains 7846 members 
Mstep: Class 14 contains 26632 members 
Mstep: Class 15 contains 225004 members 
Mstep: Class 16 contains 19935 members 
Mstep: Class 17 contains 47448 members 
Mstep: Class 18 contains 97270 members 
Mstep: Class 19 contains 26947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154438640.000000 Penalty: 62753.914062
Iteration 26Q: 19 clusters Score -1.544386e+08 nChanged 35150
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 26427 members 
Mstep: Class 4 contains 8543 members 
Mstep: Class 5 contains 9081 members 
Mstep: Class 7 contains 125137 members 
Mstep: Class 8 contains 2809 members 
Mstep: Class 9 contains 36825 members 
Mstep: Class 10 contains 347710 members 
Mstep: Class 11 contains 57168 members 
Mstep: Class 12 contains 188855 members 
Mstep: Class 13 contains 8163 members 
Mstep: Class 14 contains 27595 members 
Mstep: Class 15 contains 229831 members 
Mstep: Class 16 contains 19951 members 
Mstep: Class 17 contains 47548 members 
Mstep: Class 18 contains 96960 members 
Mstep: Class 19 contains 26395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154451696.000000 Penalty: 62753.914062
Iteration 27Q: 19 clusters Score -1.544517e+08 nChanged 27169
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 6464 members 
Mstep: Class 3 contains 26845 members 
Mstep: Class 4 contains 8517 members 
Mstep: Class 5 contains 9067 members 
Mstep: Class 7 contains 128197 members 
Mstep: Class 8 contains 2806 members 
Mstep: Class 9 contains 36884 members 
Mstep: Class 10 contains 341432 members 
Mstep: Class 11 contains 58178 members 
Mstep: Class 12 contains 188283 members 
Mstep: Class 13 contains 8488 members 
Mstep: Class 14 contains 28237 members 
Mstep: Class 15 contains 232375 members 
Mstep: Class 16 contains 19949 members 
Mstep: Class 17 contains 47638 members 
Mstep: Class 18 contains 96068 members 
Mstep: Class 19 contains 25915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154460816.000000 Penalty: 62753.914062
Iteration 28Q: 19 clusters Score -1.544608e+08 nChanged 22054
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 6384 members 
Mstep: Class 3 contains 27138 members 
Mstep: Class 4 contains 8510 members 
Mstep: Class 5 contains 9077 members 
Mstep: Class 7 contains 131257 members 
Mstep: Class 8 contains 2801 members 
Mstep: Class 9 contains 36842 members 
Mstep: Class 10 contains 336168 members 
Mstep: Class 11 contains 58952 members 
Mstep: Class 12 contains 189352 members 
Mstep: Class 13 contains 8788 members 
Mstep: Class 14 contains 28633 members 
Mstep: Class 15 contains 233131 members 
Mstep: Class 16 contains 19940 members 
Mstep: Class 17 contains 47690 members 
Mstep: Class 18 contains 95047 members 
Mstep: Class 19 contains 25489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154468176.000000 Penalty: 62753.914062
Iteration 29Q: 19 clusters Score -1.544682e+08 nChanged 18955
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 6327 members 
Mstep: Class 3 contains 27441 members 
Mstep: Class 4 contains 8502 members 
Mstep: Class 5 contains 9067 members 
Mstep: Class 7 contains 134194 members 
Mstep: Class 8 contains 2797 members 
Mstep: Class 9 contains 36717 members 
Mstep: Class 10 contains 332128 members 
Mstep: Class 11 contains 59570 members 
Mstep: Class 12 contains 191286 members 
Mstep: Class 13 contains 9052 members 
Mstep: Class 14 contains 28867 members 
Mstep: Class 15 contains 232400 members 
Mstep: Class 16 contains 19916 members 
Mstep: Class 17 contains 47662 members 
Mstep: Class 18 contains 94027 members 
Mstep: Class 19 contains 25129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154473312.000000 Penalty: 62753.914062
Iteration 30Q: 19 clusters Score -1.544733e+08 nChanged 17449
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 6277 members 
Mstep: Class 3 contains 27739 members 
Mstep: Class 4 contains 8502 members 
Mstep: Class 5 contains 9056 members 
Mstep: Class 7 contains 137075 members 
Mstep: Class 8 contains 2795 members 
Mstep: Class 9 contains 36550 members 
Mstep: Class 10 contains 328726 members 
Mstep: Class 11 contains 60045 members 
Mstep: Class 12 contains 194082 members 
Mstep: Class 13 contains 9299 members 
Mstep: Class 14 contains 28922 members 
Mstep: Class 15 contains 230473 members 
Mstep: Class 16 contains 19885 members 
Mstep: Class 17 contains 47657 members 
Mstep: Class 18 contains 93065 members 
Mstep: Class 19 contains 24812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154476896.000000 Penalty: 62753.914062
Iteration 31Q: 19 clusters Score -1.544769e+08 nChanged 16505
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 6217 members 
Mstep: Class 3 contains 28001 members 
Mstep: Class 4 contains 8494 members 
Mstep: Class 5 contains 9058 members 
Mstep: Class 7 contains 139950 members 
Mstep: Class 8 contains 2794 members 
Mstep: Class 9 contains 36372 members 
Mstep: Class 10 contains 326172 members 
Mstep: Class 11 contains 60407 members 
Mstep: Class 12 contains 197232 members 
Mstep: Class 13 contains 9509 members 
Mstep: Class 14 contains 28828 members 
Mstep: Class 15 contains 227576 members 
Mstep: Class 16 contains 19850 members 
Mstep: Class 17 contains 47645 members 
Mstep: Class 18 contains 92184 members 
Mstep: Class 19 contains 24556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154481744.000000 Penalty: 62753.914062
Iteration 32Q: 19 clusters Score -1.544817e+08 nChanged 15856
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 6154 members 
Mstep: Class 3 contains 28259 members 
Mstep: Class 4 contains 8489 members 
Mstep: Class 5 contains 9072 members 
Mstep: Class 7 contains 142823 members 
Mstep: Class 8 contains 2794 members 
Mstep: Class 9 contains 36233 members 
Mstep: Class 10 contains 324339 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 200527 members 
Mstep: Class 13 contains 9654 members 
Mstep: Class 14 contains 28679 members 
Mstep: Class 15 contains 223884 members 
Mstep: Class 16 contains 19844 members 
Mstep: Class 17 contains 47649 members 
Mstep: Class 18 contains 91375 members 
Mstep: Class 19 contains 24326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154484992.000000 Penalty: 62753.914062
Iteration 33Q: 19 clusters Score -1.54485e+08 nChanged 15290
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 28471 members 
Mstep: Class 4 contains 8485 members 
Mstep: Class 5 contains 9068 members 
Mstep: Class 7 contains 145770 members 
Mstep: Class 8 contains 2793 members 
Mstep: Class 9 contains 36057 members 
Mstep: Class 10 contains 322932 members 
Mstep: Class 11 contains 60855 members 
Mstep: Class 12 contains 203904 members 
Mstep: Class 13 contains 9769 members 
Mstep: Class 14 contains 28480 members 
Mstep: Class 15 contains 219748 members 
Mstep: Class 16 contains 19832 members 
Mstep: Class 17 contains 47646 members 
Mstep: Class 18 contains 90632 members 
Mstep: Class 19 contains 24150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154488352.000000 Penalty: 62753.914062
Iteration 34Q: 19 clusters Score -1.544884e+08 nChanged 15147
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 6039 members 
Mstep: Class 3 contains 28688 members 
Mstep: Class 4 contains 8482 members 
Mstep: Class 5 contains 9074 members 
Mstep: Class 7 contains 148671 members 
Mstep: Class 8 contains 2792 members 
Mstep: Class 9 contains 35842 members 
Mstep: Class 10 contains 321605 members 
Mstep: Class 11 contains 61007 members 
Mstep: Class 12 contains 207330 members 
Mstep: Class 13 contains 9860 members 
Mstep: Class 14 contains 28236 members 
Mstep: Class 15 contains 215520 members 
Mstep: Class 16 contains 19839 members 
Mstep: Class 17 contains 47631 members 
Mstep: Class 18 contains 90009 members 
Mstep: Class 19 contains 23969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154492208.000000 Penalty: 62753.914062
Iteration 35Q: 19 clusters Score -1.544922e+08 nChanged 14842
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 5998 members 
Mstep: Class 3 contains 28902 members 
Mstep: Class 4 contains 8478 members 
Mstep: Class 5 contains 9069 members 
Mstep: Class 7 contains 151506 members 
Mstep: Class 8 contains 2792 members 
Mstep: Class 9 contains 35604 members 
Mstep: Class 10 contains 320520 members 
Mstep: Class 11 contains 60986 members 
Mstep: Class 12 contains 210855 members 
Mstep: Class 13 contains 9914 members 
Mstep: Class 14 contains 28027 members 
Mstep: Class 15 contains 211153 members 
Mstep: Class 16 contains 19847 members 
Mstep: Class 17 contains 47606 members 
Mstep: Class 18 contains 89445 members 
Mstep: Class 19 contains 23809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154495808.000000 Penalty: 62753.914062
Iteration 36Q: 19 clusters Score -1.544958e+08 nChanged 14493
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 5966 members 
Mstep: Class 3 contains 29105 members 
Mstep: Class 4 contains 8475 members 
Mstep: Class 5 contains 9061 members 
Mstep: Class 7 contains 154358 members 
Mstep: Class 8 contains 2792 members 
Mstep: Class 9 contains 35333 members 
Mstep: Class 10 contains 319525 members 
Mstep: Class 11 contains 60917 members 
Mstep: Class 12 contains 214369 members 
Mstep: Class 13 contains 9938 members 
Mstep: Class 14 contains 27797 members 
Mstep: Class 15 contains 206792 members 
Mstep: Class 16 contains 19854 members 
Mstep: Class 17 contains 47580 members 
Mstep: Class 18 contains 88929 members 
Mstep: Class 19 contains 23661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154498448.000000 Penalty: 62753.914062
Iteration 37Q: 19 clusters Score -1.544984e+08 nChanged 14610
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 5937 members 
Mstep: Class 3 contains 29277 members 
Mstep: Class 4 contains 8470 members 
Mstep: Class 5 contains 9059 members 
Mstep: Class 7 contains 157417 members 
Mstep: Class 8 contains 2792 members 
Mstep: Class 9 contains 35077 members 
Mstep: Class 10 contains 318522 members 
Mstep: Class 11 contains 60814 members 
Mstep: Class 12 contains 217915 members 
Mstep: Class 13 contains 9965 members 
Mstep: Class 14 contains 27604 members 
Mstep: Class 15 contains 202146 members 
Mstep: Class 16 contains 19879 members 
Mstep: Class 17 contains 47559 members 
Mstep: Class 18 contains 88465 members 
Mstep: Class 19 contains 23504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154501184.000000 Penalty: 62753.914062
Iteration 38Q: 19 clusters Score -1.545012e+08 nChanged 14684
Entering ConstructFrom: 
Score: -154501184.000000 Penalty: 62753.914062
Entering ConstructFrom: 
Trying to split cluster 1 (9737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Entering Unmasked Estep 
Score: -1214561.875000 Penalty: 2277.554688
	Iteration 0F: 2 clusters Score -1214562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1207037.750000 Penalty: 4555.109375
	Iteration 0F: 3 clusters Score -1207038 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1209173.125000 Penalty: 4555.109375
	Iteration 1F: 3 clusters Score -1209173 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1209420.125000 Penalty: 4555.109375
	Iteration 2F: 3 clusters Score -1209420 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1209577.000000 Penalty: 4555.109375
	Iteration 3Q: 3 clusters Score -1209577 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1209706.875000 Penalty: 4555.109375
	Iteration 4Q: 3 clusters Score -1209707 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1209817.375000 Penalty: 4555.109375
	Iteration 5Q: 3 clusters Score -1209817 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1209921.625000 Penalty: 4555.109375
	Iteration 6Q: 3 clusters Score -1209922 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1210011.875000 Penalty: 4555.109375
	Iteration 7Q: 3 clusters Score -1210012 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1210101.375000 Penalty: 4555.109375
	Iteration 8Q: 3 clusters Score -1210101 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1210219.500000 Penalty: 4555.109375
	Iteration 9Q: 3 clusters Score -1210220 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1210368.875000 Penalty: 4555.109375
	Iteration 10Q: 3 clusters Score -1210369 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1210566.250000 Penalty: 4555.109375
	Iteration 11Q: 3 clusters Score -1210566 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1210779.125000 Penalty: 4555.109375
	Iteration 12Q: 3 clusters Score -1210779 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1211067.125000 Penalty: 4555.109375
	Iteration 13Q: 3 clusters Score -1211067 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1211387.125000 Penalty: 4555.109375
	Iteration 14Q: 3 clusters Score -1211387 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1211747.750000 Penalty: 4555.109375
	Iteration 15Q: 3 clusters Score -1211748 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1212085.000000 Penalty: 4555.109375
	Iteration 16Q: 3 clusters Score -1212085 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1212337.250000 Penalty: 4555.109375
	Iteration 17Q: 3 clusters Score -1212337 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1212528.500000 Penalty: 4555.109375
	Iteration 18Q: 3 clusters Score -1212528 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1212653.500000 Penalty: 4555.109375
	Iteration 19Q: 3 clusters Score -1212654 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1212728.375000 Penalty: 4555.109375
	Iteration 20F: 3 clusters Score -1212728 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1212775.875000 Penalty: 4555.109375
	Iteration 21Q: 3 clusters Score -1212776 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1212809.125000 Penalty: 4555.109375
	Iteration 22Q: 3 clusters Score -1212809 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1212837.250000 Penalty: 4555.109375
	Iteration 23Q: 3 clusters Score -1212837 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1212853.250000 Penalty: 4555.109375
	Iteration 24Q: 3 clusters Score -1212853 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1212864.500000 Penalty: 4555.109375
	Iteration 25Q: 3 clusters Score -1212864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1212873.625000 Penalty: 4555.109375
	Iteration 26Q: 3 clusters Score -1212874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1212880.125000 Penalty: 4555.109375
	Iteration 27Q: 3 clusters Score -1212880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1212881.875000 Penalty: 4555.109375
	Iteration 28Q: 3 clusters Score -1212882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1212883.000000 Penalty: 4555.109375
	Iteration 29Q: 3 clusters Score -1212883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1212883.500000 Penalty: 4555.109375
	Iteration 30Q: 3 clusters Score -1212884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1212886.375000 Penalty: 4555.109375
	Iteration 31Q: 3 clusters Score -1212886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1212888.125000 Penalty: 4555.109375
	Iteration 32Q: 3 clusters Score -1212888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1212885.250000 Penalty: 4555.109375
	Iteration 33Q: 3 clusters Score -1212885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1212887.250000 Penalty: 4555.109375
	Iteration 34Q: 3 clusters Score -1212887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1212887.000000 Penalty: 4555.109375
	Iteration 35Q: 3 clusters Score -1212887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1212890.125000 Penalty: 4555.109375
	Iteration 36Q: 3 clusters Score -1212890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1212891.125000 Penalty: 4555.109375
	Iteration 37Q: 3 clusters Score -1212891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1212891.125000 Penalty: 4555.109375
	Iteration 38F: 3 clusters Score -1212891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Entering Unmasked Estep 
Score: -583819.750000 Penalty: 2153.437500
	Iteration 0F: 2 clusters Score -583819.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -578799.375000 Penalty: 4306.875000
	Iteration 0F: 3 clusters Score -578799.4 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -580463.312500 Penalty: 4306.875000
	Iteration 1F: 3 clusters Score -580463.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -581255.375000 Penalty: 4306.875000
	Iteration 2F: 3 clusters Score -581255.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -582002.937500 Penalty: 4306.875000
	Iteration 3F: 3 clusters Score -582002.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -582730.812500 Penalty: 4306.875000
	Iteration 4F: 3 clusters Score -582730.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -583230.812500 Penalty: 4306.875000
	Iteration 5F: 3 clusters Score -583230.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -583552.187500 Penalty: 4306.875000
	Iteration 6F: 3 clusters Score -583552.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -583753.812500 Penalty: 4306.875000
	Iteration 7Q: 3 clusters Score -583753.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -583901.937500 Penalty: 4306.875000
	Iteration 8Q: 3 clusters Score -583901.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -584021.937500 Penalty: 4306.875000
	Iteration 9Q: 3 clusters Score -584021.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -584111.187500 Penalty: 4306.875000
	Iteration 10Q: 3 clusters Score -584111.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -584185.375000 Penalty: 4306.875000
	Iteration 11Q: 3 clusters Score -584185.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -584229.875000 Penalty: 4306.875000
	Iteration 12Q: 3 clusters Score -584229.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -584254.812500 Penalty: 4306.875000
	Iteration 13Q: 3 clusters Score -584254.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -584281.125000 Penalty: 4306.875000
	Iteration 14Q: 3 clusters Score -584281.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -584302.437500 Penalty: 4306.875000
	Iteration 15Q: 3 clusters Score -584302.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -584318.000000 Penalty: 4306.875000
	Iteration 16Q: 3 clusters Score -584318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -584327.687500 Penalty: 4306.875000
	Iteration 17Q: 3 clusters Score -584327.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -584340.437500 Penalty: 4306.875000
	Iteration 18Q: 3 clusters Score -584340.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -584347.312500 Penalty: 4306.875000
	Iteration 19Q: 3 clusters Score -584347.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -584354.437500 Penalty: 4306.875000
	Iteration 20F: 3 clusters Score -584354.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -584360.375000 Penalty: 4306.875000
	Iteration 21Q: 3 clusters Score -584360.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -584364.562500 Penalty: 4306.875000
	Iteration 22Q: 3 clusters Score -584364.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -584366.437500 Penalty: 4306.875000
	Iteration 23Q: 3 clusters Score -584366.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -584370.000000 Penalty: 4306.875000
	Iteration 24Q: 3 clusters Score -584370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -584373.000000 Penalty: 4306.875000
	Iteration 25Q: 3 clusters Score -584373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -584376.000000 Penalty: 4306.875000
	Iteration 26Q: 3 clusters Score -584376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -584377.687500 Penalty: 4306.875000
	Iteration 27Q: 3 clusters Score -584377.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -584380.625000 Penalty: 4306.875000
	Iteration 28Q: 3 clusters Score -584380.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -584381.062500 Penalty: 4306.875000
	Iteration 29Q: 3 clusters Score -584381.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -584382.437500 Penalty: 4306.875000
	Iteration 30Q: 3 clusters Score -584382.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -584382.750000 Penalty: 4306.875000
	Iteration 31Q: 3 clusters Score -584382.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -584381.937500 Penalty: 4306.875000
	Iteration 32Q: 3 clusters Score -584381.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -584381.937500 Penalty: 4306.875000
	Iteration 33F: 3 clusters Score -584381.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1743 members 
Mstep: Class 3 contains 29447 members 
Mstep: Class 4 contains 8463 members 
Mstep: Class 5 contains 9063 members 
Mstep: Class 6 contains 4160 members 
Mstep: Class 7 contains 160407 members 
Mstep: Class 8 contains 2792 members 
Mstep: Class 9 contains 34794 members 
Mstep: Class 10 contains 317429 members 
Mstep: Class 11 contains 60737 members 
Mstep: Class 12 contains 221529 members 
Mstep: Class 13 contains 9974 members 
Mstep: Class 14 contains 27428 members 
Mstep: Class 15 contains 197513 members 
Mstep: Class 16 contains 19913 members 
Mstep: Class 17 contains 47524 members 
Mstep: Class 18 contains 88058 members 
Mstep: Class 19 contains 23387 members 
Entering Unmasked Estep 
Score: -154501408.000000 Penalty: 66240.242188
Splitting cluster 2 changes total score from -154501184.000000 to -154501408.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 3 (29447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Entering Unmasked Estep 
Score: -3519138.750000 Penalty: 2552.006104
	Iteration 0F: 2 clusters Score -3519139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3499105.000000 Penalty: 5104.012207
	Iteration 0F: 3 clusters Score -3499105 nChanged 13276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -3506252.500000 Penalty: 5104.012207
	Iteration 1F: 3 clusters Score -3506252 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -3507036.250000 Penalty: 5104.012207
	Iteration 2F: 3 clusters Score -3507036 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3508228.750000 Penalty: 5104.012207
	Iteration 3F: 3 clusters Score -3508229 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3509760.000000 Penalty: 5104.012207
	Iteration 4F: 3 clusters Score -3509760 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -3511554.250000 Penalty: 5104.012207
	Iteration 5F: 3 clusters Score -3511554 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -3513553.250000 Penalty: 5104.012207
	Iteration 6F: 3 clusters Score -3513553 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -3515379.250000 Penalty: 5104.012207
	Iteration 7F: 3 clusters Score -3515379 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -3516788.750000 Penalty: 5104.012207
	Iteration 8F: 3 clusters Score -3516789 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -3517696.500000 Penalty: 5104.012207
	Iteration 9Q: 3 clusters Score -3517696 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -3518221.500000 Penalty: 5104.012207
	Iteration 10Q: 3 clusters Score -3518222 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -3518650.250000 Penalty: 5104.012207
	Iteration 11Q: 3 clusters Score -3518650 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -3519105.250000 Penalty: 5104.012207
	Iteration 12Q: 3 clusters Score -3519105 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -3519607.000000 Penalty: 5104.012207
	Iteration 13Q: 3 clusters Score -3519607 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -3519982.250000 Penalty: 5104.012207
	Iteration 14Q: 3 clusters Score -3519982 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -3520160.750000 Penalty: 5104.012207
	Iteration 15Q: 3 clusters Score -3520161 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -3520283.750000 Penalty: 5104.012207
	Iteration 16Q: 3 clusters Score -3520284 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -3520346.750000 Penalty: 5104.012207
	Iteration 17Q: 3 clusters Score -3520347 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3520395.250000 Penalty: 5104.012207
	Iteration 18Q: 3 clusters Score -3520395 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -3520417.250000 Penalty: 5104.012207
	Iteration 19Q: 3 clusters Score -3520417 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -3520416.250000 Penalty: 5104.012207
	Iteration 20F: 3 clusters Score -3520416 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -3520433.000000 Penalty: 5104.012207
	Iteration 21Q: 3 clusters Score -3520433 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -3520440.250000 Penalty: 5104.012207
	Iteration 22Q: 3 clusters Score -3520440 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -3520448.250000 Penalty: 5104.012207
	Iteration 23Q: 3 clusters Score -3520448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -3520448.750000 Penalty: 5104.012207
	Iteration 24Q: 3 clusters Score -3520449 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -3520471.000000 Penalty: 5104.012207
	Iteration 25Q: 3 clusters Score -3520471 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -3520467.000000 Penalty: 5104.012207
	Iteration 26Q: 3 clusters Score -3520467 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -3520467.000000 Penalty: 5104.012207
	Iteration 27Q: 3 clusters Score -3520467 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -3520471.500000 Penalty: 5104.012207
	Iteration 28Q: 3 clusters Score -3520472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -3520491.000000 Penalty: 5104.012207
	Iteration 29Q: 3 clusters Score -3520491 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -3520502.500000 Penalty: 5104.012207
	Iteration 30Q: 3 clusters Score -3520502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -3520502.000000 Penalty: 5104.012207
	Iteration 31Q: 3 clusters Score -3520502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -3520505.750000 Penalty: 5104.012207
	Iteration 32Q: 3 clusters Score -3520506 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -3520519.000000 Penalty: 5104.012207
	Iteration 33Q: 3 clusters Score -3520519 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -3520523.500000 Penalty: 5104.012207
	Iteration 34Q: 3 clusters Score -3520524 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -3520531.500000 Penalty: 5104.012207
	Iteration 35Q: 3 clusters Score -3520532 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -3520546.250000 Penalty: 5104.012207
	Iteration 36Q: 3 clusters Score -3520546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -3520547.750000 Penalty: 5104.012207
	Iteration 37Q: 3 clusters Score -3520548 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -3520558.250000 Penalty: 5104.012207
	Iteration 38Q: 3 clusters Score -3520558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -3520561.000000 Penalty: 5104.012207
	Iteration 39Q: 3 clusters Score -3520561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -3520560.500000 Penalty: 5104.012207
	Iteration 40F: 3 clusters Score -3520560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -3520565.500000 Penalty: 5104.012207
	Iteration 41Q: 3 clusters Score -3520566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3520566.500000 Penalty: 5104.012207
	Iteration 42Q: 3 clusters Score -3520566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -3520566.250000 Penalty: 5104.012207
	Iteration 43Q: 3 clusters Score -3520566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -3520575.250000 Penalty: 5104.012207
	Iteration 44Q: 3 clusters Score -3520575 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -3520589.500000 Penalty: 5104.012207
	Iteration 45Q: 3 clusters Score -3520590 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -3520593.500000 Penalty: 5104.012207
	Iteration 46Q: 3 clusters Score -3520594 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -3520607.000000 Penalty: 5104.012207
	Iteration 47Q: 3 clusters Score -3520607 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -3520619.000000 Penalty: 5104.012207
	Iteration 48Q: 3 clusters Score -3520619 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -3520643.750000 Penalty: 5104.012207
	Iteration 49Q: 3 clusters Score -3520644 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -3520656.500000 Penalty: 5104.012207
	Iteration 50Q: 3 clusters Score -3520656 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -3520679.750000 Penalty: 5104.012207
	Iteration 51Q: 3 clusters Score -3520680 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -3520698.500000 Penalty: 5104.012207
	Iteration 52Q: 3 clusters Score -3520698 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -3520741.500000 Penalty: 5104.012207
	Iteration 53Q: 3 clusters Score -3520742 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -3520768.250000 Penalty: 5104.012207
	Iteration 54Q: 3 clusters Score -3520768 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -3520810.750000 Penalty: 5104.012207
	Iteration 55Q: 3 clusters Score -3520811 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -3520849.500000 Penalty: 5104.012207
	Iteration 56Q: 3 clusters Score -3520850 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -3520883.000000 Penalty: 5104.012207
	Iteration 57Q: 3 clusters Score -3520883 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -3520909.500000 Penalty: 5104.012207
	Iteration 58Q: 3 clusters Score -3520910 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -3520936.750000 Penalty: 5104.012207
	Iteration 59Q: 3 clusters Score -3520937 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -3520934.000000 Penalty: 5104.012207
	Iteration 60F: 3 clusters Score -3520934 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3520978.500000 Penalty: 5104.012207
	Iteration 61Q: 3 clusters Score -3520978 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -3521008.000000 Penalty: 5104.012207
	Iteration 62Q: 3 clusters Score -3521008 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -3521029.500000 Penalty: 5104.012207
	Iteration 63Q: 3 clusters Score -3521030 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -3521028.500000 Penalty: 5104.012207
	Iteration 64Q: 3 clusters Score -3521028 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -3521041.750000 Penalty: 5104.012207
	Iteration 65Q: 3 clusters Score -3521042 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -3521049.250000 Penalty: 5104.012207
	Iteration 66Q: 3 clusters Score -3521049 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -3521055.000000 Penalty: 5104.012207
	Iteration 67Q: 3 clusters Score -3521055 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -3521049.250000 Penalty: 5104.012207
	Iteration 68Q: 3 clusters Score -3521049 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3521053.250000 Penalty: 5104.012207
	Iteration 69Q: 3 clusters Score -3521053 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -3521073.500000 Penalty: 5104.012207
	Iteration 70Q: 3 clusters Score -3521074 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -3521073.750000 Penalty: 5104.012207
	Iteration 71Q: 3 clusters Score -3521074 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -3521093.750000 Penalty: 5104.012207
	Iteration 72Q: 3 clusters Score -3521094 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -3521092.250000 Penalty: 5104.012207
	Iteration 73Q: 3 clusters Score -3521092 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -3521106.250000 Penalty: 5104.012207
	Iteration 74Q: 3 clusters Score -3521106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -3521115.000000 Penalty: 5104.012207
	Iteration 75Q: 3 clusters Score -3521115 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -3521109.500000 Penalty: 5104.012207
	Iteration 76Q: 3 clusters Score -3521110 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -3521116.500000 Penalty: 5104.012207
	Iteration 77Q: 3 clusters Score -3521116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -3521117.250000 Penalty: 5104.012207
	Iteration 78Q: 3 clusters Score -3521117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -3521125.000000 Penalty: 5104.012207
	Iteration 79Q: 3 clusters Score -3521125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -3521132.250000 Penalty: 5104.012207
	Iteration 80F: 3 clusters Score -3521132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -3521130.250000 Penalty: 5104.012207
	Iteration 81Q: 3 clusters Score -3521130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -3521136.750000 Penalty: 5104.012207
	Iteration 82Q: 3 clusters Score -3521137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -3521140.000000 Penalty: 5104.012207
	Iteration 83Q: 3 clusters Score -3521140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -3521133.250000 Penalty: 5104.012207
	Iteration 84Q: 3 clusters Score -3521133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -3521136.500000 Penalty: 5104.012207
	Iteration 85Q: 3 clusters Score -3521136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -3521139.500000 Penalty: 5104.012207
	Iteration 86Q: 3 clusters Score -3521140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -3521138.250000 Penalty: 5104.012207
	Iteration 87Q: 3 clusters Score -3521138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -3521134.750000 Penalty: 5104.012207
	Iteration 88Q: 3 clusters Score -3521135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -3521136.500000 Penalty: 5104.012207
	Iteration 89Q: 3 clusters Score -3521136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -3521139.000000 Penalty: 5104.012207
	Iteration 90Q: 3 clusters Score -3521139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -3521135.500000 Penalty: 5104.012207
	Iteration 91Q: 3 clusters Score -3521136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -3521134.250000 Penalty: 5104.012207
	Iteration 92Q: 3 clusters Score -3521134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -3521136.500000 Penalty: 5104.012207
	Iteration 93Q: 3 clusters Score -3521136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -3521133.750000 Penalty: 5104.012207
	Iteration 94Q: 3 clusters Score -3521134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -3521130.750000 Penalty: 5104.012207
	Iteration 95Q: 3 clusters Score -3521131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -3521132.500000 Penalty: 5104.012207
	Iteration 96Q: 3 clusters Score -3521132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -3521129.000000 Penalty: 5104.012207
	Iteration 97Q: 3 clusters Score -3521129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -3521132.750000 Penalty: 5104.012207
	Iteration 98Q: 3 clusters Score -3521133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -3521131.250000 Penalty: 5104.012207
	Iteration 99Q: 3 clusters Score -3521131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -3521135.500000 Penalty: 5104.012207
	Iteration 100F: 3 clusters Score -3521136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -3521138.250000 Penalty: 5104.012207
	Iteration 101Q: 3 clusters Score -3521138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -3521140.500000 Penalty: 5104.012207
	Iteration 102Q: 3 clusters Score -3521140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -3521137.250000 Penalty: 5104.012207
	Iteration 103Q: 3 clusters Score -3521137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -3521136.500000 Penalty: 5104.012207
	Iteration 104Q: 3 clusters Score -3521136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -3521145.250000 Penalty: 5104.012207
	Iteration 105Q: 3 clusters Score -3521145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -3521138.500000 Penalty: 5104.012207
	Iteration 106Q: 3 clusters Score -3521138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -3521142.250000 Penalty: 5104.012207
	Iteration 107Q: 3 clusters Score -3521142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3521139.500000 Penalty: 5104.012207
	Iteration 108Q: 3 clusters Score -3521140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -3521141.250000 Penalty: 5104.012207
	Iteration 109Q: 3 clusters Score -3521141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -3521140.250000 Penalty: 5104.012207
	Iteration 110Q: 3 clusters Score -3521140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -3521143.250000 Penalty: 5104.012207
	Iteration 111Q: 3 clusters Score -3521143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -3521144.250000 Penalty: 5104.012207
	Iteration 112Q: 3 clusters Score -3521144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3521141.500000 Penalty: 5104.012207
	Iteration 113Q: 3 clusters Score -3521142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -3521141.000000 Penalty: 5104.012207
	Iteration 114Q: 3 clusters Score -3521141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -3521141.250000 Penalty: 5104.012207
	Iteration 115Q: 3 clusters Score -3521141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -3521141.250000 Penalty: 5104.012207
	Iteration 116Q: 3 clusters Score -3521141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -3521143.750000 Penalty: 5104.012207
	Iteration 117Q: 3 clusters Score -3521144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -3521146.250000 Penalty: 5104.012207
	Iteration 118Q: 3 clusters Score -3521146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -3521143.500000 Penalty: 5104.012207
	Iteration 119Q: 3 clusters Score -3521144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -3521146.500000 Penalty: 5104.012207
	Iteration 120F: 3 clusters Score -3521146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -3521147.750000 Penalty: 5104.012207
	Iteration 121Q: 3 clusters Score -3521148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -3521141.250000 Penalty: 5104.012207
	Iteration 122Q: 3 clusters Score -3521141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3521147.500000 Penalty: 5104.012207
	Iteration 123Q: 3 clusters Score -3521148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3521141.750000 Penalty: 5104.012207
	Iteration 124Q: 3 clusters Score -3521142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -3521140.750000 Penalty: 5104.012207
	Iteration 125Q: 3 clusters Score -3521141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -3521138.750000 Penalty: 5104.012207
	Iteration 126Q: 3 clusters Score -3521139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -3521139.750000 Penalty: 5104.012207
	Iteration 127Q: 3 clusters Score -3521140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -3521138.750000 Penalty: 5104.012207
	Iteration 128Q: 3 clusters Score -3521139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -3521136.250000 Penalty: 5104.012207
	Iteration 129Q: 3 clusters Score -3521136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -3521136.250000 Penalty: 5104.012207
	Iteration 130F: 3 clusters Score -3521136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1743 members 
Mstep: Class 3 contains 11492 members 
Mstep: Class 4 contains 8463 members 
Mstep: Class 5 contains 9063 members 
Mstep: Class 6 contains 4160 members 
Mstep: Class 7 contains 160407 members 
Mstep: Class 8 contains 2792 members 
Mstep: Class 9 contains 34794 members 
Mstep: Class 10 contains 317429 members 
Mstep: Class 11 contains 60737 members 
Mstep: Class 12 contains 221529 members 
Mstep: Class 13 contains 9974 members 
Mstep: Class 14 contains 27428 members 
Mstep: Class 15 contains 197513 members 
Mstep: Class 16 contains 19913 members 
Mstep: Class 17 contains 47524 members 
Mstep: Class 18 contains 88058 members 
Mstep: Class 19 contains 23387 members 
Mstep: Class 20 contains 17955 members 
Entering Unmasked Estep 
Score: -154502640.000000 Penalty: 69726.570312
Splitting cluster 3 changes total score from -154501184.000000 to -154502640.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 4 (8463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Entering Unmasked Estep 
Score: -996042.562500 Penalty: 2242.777832
	Iteration 0F: 2 clusters Score -996042.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -989536.375000 Penalty: 4485.555664
	Iteration 0F: 3 clusters Score -989536.4 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -993143.875000 Penalty: 4485.555664
	Iteration 1F: 3 clusters Score -993143.9 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -995959.937500 Penalty: 4485.555664
	Iteration 2F: 3 clusters Score -995959.9 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -997558.562500 Penalty: 4485.555664
	Iteration 3F: 3 clusters Score -997558.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -997995.750000 Penalty: 4485.555664
	Iteration 4F: 3 clusters Score -997995.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -998192.000000 Penalty: 4485.555664
	Iteration 5Q: 3 clusters Score -998192 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -998347.250000 Penalty: 4485.555664
	Iteration 6Q: 3 clusters Score -998347.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -998415.375000 Penalty: 4485.555664
	Iteration 7Q: 3 clusters Score -998415.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -998454.125000 Penalty: 4485.555664
	Iteration 8Q: 3 clusters Score -998454.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -998487.250000 Penalty: 4485.555664
	Iteration 9Q: 3 clusters Score -998487.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -998537.500000 Penalty: 4485.555664
	Iteration 10Q: 3 clusters Score -998537.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -998591.937500 Penalty: 4485.555664
	Iteration 11Q: 3 clusters Score -998591.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -998655.687500 Penalty: 4485.555664
	Iteration 12Q: 3 clusters Score -998655.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -998728.437500 Penalty: 4485.555664
	Iteration 13Q: 3 clusters Score -998728.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -998818.687500 Penalty: 4485.555664
	Iteration 14Q: 3 clusters Score -998818.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -998915.937500 Penalty: 4485.555664
	Iteration 15Q: 3 clusters Score -998915.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -999028.750000 Penalty: 4485.555664
	Iteration 16Q: 3 clusters Score -999028.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -999155.500000 Penalty: 4485.555664
	Iteration 17Q: 3 clusters Score -999155.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -999267.625000 Penalty: 4485.555664
	Iteration 18Q: 3 clusters Score -999267.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -999330.500000 Penalty: 4485.555664
	Iteration 19Q: 3 clusters Score -999330.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -999365.125000 Penalty: 4485.555664
	Iteration 20F: 3 clusters Score -999365.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -999376.812500 Penalty: 4485.555664
	Iteration 21Q: 3 clusters Score -999376.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -999386.750000 Penalty: 4485.555664
	Iteration 22Q: 3 clusters Score -999386.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -999391.187500 Penalty: 4485.555664
	Iteration 23Q: 3 clusters Score -999391.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -999392.500000 Penalty: 4485.555664
	Iteration 24Q: 3 clusters Score -999392.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -999395.000000 Penalty: 4485.555664
	Iteration 25Q: 3 clusters Score -999395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -999396.812500 Penalty: 4485.555664
	Iteration 26Q: 3 clusters Score -999396.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -999398.000000 Penalty: 4485.555664
	Iteration 27Q: 3 clusters Score -999398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -999398.437500 Penalty: 4485.555664
	Iteration 28Q: 3 clusters Score -999398.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -999397.500000 Penalty: 4485.555664
	Iteration 29Q: 3 clusters Score -999397.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -999397.500000 Penalty: 4485.555664
	Iteration 30F: 3 clusters Score -999397.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1743 members 
Mstep: Class 3 contains 11492 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 9063 members 
Mstep: Class 6 contains 4160 members 
Mstep: Class 7 contains 160407 members 
Mstep: Class 8 contains 2792 members 
Mstep: Class 9 contains 34794 members 
Mstep: Class 10 contains 317429 members 
Mstep: Class 11 contains 60737 members 
Mstep: Class 12 contains 221529 members 
Mstep: Class 13 contains 9974 members 
Mstep: Class 14 contains 27428 members 
Mstep: Class 15 contains 197513 members 
Mstep: Class 16 contains 19913 members 
Mstep: Class 17 contains 47524 members 
Mstep: Class 18 contains 88058 members 
Mstep: Class 19 contains 23387 members 
Mstep: Class 20 contains 17955 members 
Mstep: Class 21 contains 3992 members 
Entering Unmasked Estep 
Score: -154504672.000000 Penalty: 73212.898438
Splitting cluster 4 changes total score from -154501184.000000 to -154504672.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (9063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Entering Unmasked Estep 
Score: -998316.437500 Penalty: 2259.764893
	Iteration 0F: 2 clusters Score -998316.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -991316.000000 Penalty: 4519.529785
	Iteration 0F: 3 clusters Score -991316 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -993382.562500 Penalty: 4519.529785
	Iteration 1F: 3 clusters Score -993382.6 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -993702.000000 Penalty: 4519.529785
	Iteration 2F: 3 clusters Score -993702 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -993935.062500 Penalty: 4519.529785
	Iteration 3F: 3 clusters Score -993935.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -994123.437500 Penalty: 4519.529785
	Iteration 4Q: 3 clusters Score -994123.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -994276.375000 Penalty: 4519.529785
	Iteration 5Q: 3 clusters Score -994276.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -994425.125000 Penalty: 4519.529785
	Iteration 6Q: 3 clusters Score -994425.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -994599.437500 Penalty: 4519.529785
	Iteration 7Q: 3 clusters Score -994599.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -994792.812500 Penalty: 4519.529785
	Iteration 8Q: 3 clusters Score -994792.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -994993.375000 Penalty: 4519.529785
	Iteration 9Q: 3 clusters Score -994993.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -995201.250000 Penalty: 4519.529785
	Iteration 10Q: 3 clusters Score -995201.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -995402.937500 Penalty: 4519.529785
	Iteration 11Q: 3 clusters Score -995402.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -995620.937500 Penalty: 4519.529785
	Iteration 12Q: 3 clusters Score -995620.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -995825.500000 Penalty: 4519.529785
	Iteration 13Q: 3 clusters Score -995825.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -996011.437500 Penalty: 4519.529785
	Iteration 14Q: 3 clusters Score -996011.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -996141.812500 Penalty: 4519.529785
	Iteration 15Q: 3 clusters Score -996141.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -996248.125000 Penalty: 4519.529785
	Iteration 16Q: 3 clusters Score -996248.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -996326.875000 Penalty: 4519.529785
	Iteration 17Q: 3 clusters Score -996326.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -996378.687500 Penalty: 4519.529785
	Iteration 18Q: 3 clusters Score -996378.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -996431.375000 Penalty: 4519.529785
	Iteration 19Q: 3 clusters Score -996431.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -996465.125000 Penalty: 4519.529785
	Iteration 20F: 3 clusters Score -996465.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -996481.562500 Penalty: 4519.529785
	Iteration 21Q: 3 clusters Score -996481.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -996500.375000 Penalty: 4519.529785
	Iteration 22Q: 3 clusters Score -996500.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -996516.562500 Penalty: 4519.529785
	Iteration 23Q: 3 clusters Score -996516.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -996533.812500 Penalty: 4519.529785
	Iteration 24Q: 3 clusters Score -996533.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -996548.500000 Penalty: 4519.529785
	Iteration 25Q: 3 clusters Score -996548.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -996563.187500 Penalty: 4519.529785
	Iteration 26Q: 3 clusters Score -996563.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -996572.562500 Penalty: 4519.529785
	Iteration 27Q: 3 clusters Score -996572.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -996579.562500 Penalty: 4519.529785
	Iteration 28Q: 3 clusters Score -996579.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -996587.562500 Penalty: 4519.529785
	Iteration 29Q: 3 clusters Score -996587.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -996595.562500 Penalty: 4519.529785
	Iteration 30Q: 3 clusters Score -996595.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -996605.500000 Penalty: 4519.529785
	Iteration 31Q: 3 clusters Score -996605.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -996609.437500 Penalty: 4519.529785
	Iteration 32Q: 3 clusters Score -996609.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -996617.375000 Penalty: 4519.529785
	Iteration 33Q: 3 clusters Score -996617.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -996627.312500 Penalty: 4519.529785
	Iteration 34Q: 3 clusters Score -996627.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -996633.250000 Penalty: 4519.529785
	Iteration 35Q: 3 clusters Score -996633.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -996635.937500 Penalty: 4519.529785
	Iteration 36Q: 3 clusters Score -996635.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -996643.375000 Penalty: 4519.529785
	Iteration 37Q: 3 clusters Score -996643.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -996644.250000 Penalty: 4519.529785
	Iteration 38Q: 3 clusters Score -996644.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -996649.000000 Penalty: 4519.529785
	Iteration 39Q: 3 clusters Score -996649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -996653.562500 Penalty: 4519.529785
	Iteration 40F: 3 clusters Score -996653.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -996655.812500 Penalty: 4519.529785
	Iteration 41Q: 3 clusters Score -996655.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -996656.250000 Penalty: 4519.529785
	Iteration 42Q: 3 clusters Score -996656.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -996655.437500 Penalty: 4519.529785
	Iteration 43Q: 3 clusters Score -996655.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -996655.437500 Penalty: 4519.529785
	Iteration 44F: 3 clusters Score -996655.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (160407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160407 members 
Entering Unmasked Estep 
Score: -20066338.000000 Penalty: 2972.396484
	Iteration 0F: 2 clusters Score -2.006634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80210 members 
Mstep: Class 2 contains 80197 members 
Entering Unmasked Estep 
Score: -19959498.000000 Penalty: 5944.792969
	Iteration 0F: 3 clusters Score -1.99595e+07 nChanged 77003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80529 members 
Mstep: Class 2 contains 79878 members 
Entering Unmasked Estep 
Score: -20003424.000000 Penalty: 5944.792969
	Iteration 1F: 3 clusters Score -2.000342e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80700 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -20004392.000000 Penalty: 5944.792969
	Iteration 2Q: 3 clusters Score -2.000439e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80997 members 
Mstep: Class 2 contains 79410 members 
Entering Unmasked Estep 
Score: -20005490.000000 Penalty: 5944.792969
	Iteration 3Q: 3 clusters Score -2.000549e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 78986 members 
Entering Unmasked Estep 
Score: -20006982.000000 Penalty: 5944.792969
	Iteration 4Q: 3 clusters Score -2.000698e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82039 members 
Mstep: Class 2 contains 78368 members 
Entering Unmasked Estep 
Score: -20008600.000000 Penalty: 5944.792969
	Iteration 5Q: 3 clusters Score -2.00086e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82784 members 
Mstep: Class 2 contains 77623 members 
Entering Unmasked Estep 
Score: -20010744.000000 Penalty: 5944.792969
	Iteration 6Q: 3 clusters Score -2.001074e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83832 members 
Mstep: Class 2 contains 76575 members 
Entering Unmasked Estep 
Score: -20013784.000000 Penalty: 5944.792969
	Iteration 7Q: 3 clusters Score -2.001378e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85279 members 
Mstep: Class 2 contains 75128 members 
Entering Unmasked Estep 
Score: -20018260.000000 Penalty: 5944.792969
	Iteration 8Q: 3 clusters Score -2.001826e+07 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86920 members 
Mstep: Class 2 contains 73487 members 
Entering Unmasked Estep 
Score: -20023728.000000 Penalty: 5944.792969
	Iteration 9F: 3 clusters Score -2.002373e+07 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88433 members 
Mstep: Class 2 contains 71974 members 
Entering Unmasked Estep 
Score: -20030354.000000 Penalty: 5944.792969
	Iteration 10F: 3 clusters Score -2.003035e+07 nChanged 9710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 70664 members 
Entering Unmasked Estep 
Score: -20036522.000000 Penalty: 5944.792969
	Iteration 11F: 3 clusters Score -2.003652e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90796 members 
Mstep: Class 2 contains 69611 members 
Entering Unmasked Estep 
Score: -20040738.000000 Penalty: 5944.792969
	Iteration 12F: 3 clusters Score -2.004074e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91649 members 
Mstep: Class 2 contains 68758 members 
Entering Unmasked Estep 
Score: -20042690.000000 Penalty: 5944.792969
	Iteration 13Q: 3 clusters Score -2.004269e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92381 members 
Mstep: Class 2 contains 68026 members 
Entering Unmasked Estep 
Score: -20043994.000000 Penalty: 5944.792969
	Iteration 14Q: 3 clusters Score -2.004399e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93208 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -20044844.000000 Penalty: 5944.792969
	Iteration 15Q: 3 clusters Score -2.004484e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94050 members 
Mstep: Class 2 contains 66357 members 
Entering Unmasked Estep 
Score: -20045662.000000 Penalty: 5944.792969
	Iteration 16Q: 3 clusters Score -2.004566e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95055 members 
Mstep: Class 2 contains 65352 members 
Entering Unmasked Estep 
Score: -20046576.000000 Penalty: 5944.792969
	Iteration 17Q: 3 clusters Score -2.004658e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96237 members 
Mstep: Class 2 contains 64170 members 
Entering Unmasked Estep 
Score: -20047744.000000 Penalty: 5944.792969
	Iteration 18Q: 3 clusters Score -2.004774e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97573 members 
Mstep: Class 2 contains 62834 members 
Entering Unmasked Estep 
Score: -20049128.000000 Penalty: 5944.792969
	Iteration 19Q: 3 clusters Score -2.004913e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99019 members 
Mstep: Class 2 contains 61388 members 
Entering Unmasked Estep 
Score: -20050710.000000 Penalty: 5944.792969
	Iteration 20F: 3 clusters Score -2.005071e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100492 members 
Mstep: Class 2 contains 59915 members 
Entering Unmasked Estep 
Score: -20052570.000000 Penalty: 5944.792969
	Iteration 21Q: 3 clusters Score -2.005257e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101803 members 
Mstep: Class 2 contains 58604 members 
Entering Unmasked Estep 
Score: -20054106.000000 Penalty: 5944.792969
	Iteration 22Q: 3 clusters Score -2.005411e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102815 members 
Mstep: Class 2 contains 57592 members 
Entering Unmasked Estep 
Score: -20055446.000000 Penalty: 5944.792969
	Iteration 23Q: 3 clusters Score -2.005545e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103571 members 
Mstep: Class 2 contains 56836 members 
Entering Unmasked Estep 
Score: -20056588.000000 Penalty: 5944.792969
	Iteration 24Q: 3 clusters Score -2.005659e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104103 members 
Mstep: Class 2 contains 56304 members 
Entering Unmasked Estep 
Score: -20057334.000000 Penalty: 5944.792969
	Iteration 25Q: 3 clusters Score -2.005733e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104550 members 
Mstep: Class 2 contains 55857 members 
Entering Unmasked Estep 
Score: -20057820.000000 Penalty: 5944.792969
	Iteration 26Q: 3 clusters Score -2.005782e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104848 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -20058118.000000 Penalty: 5944.792969
	Iteration 27Q: 3 clusters Score -2.005812e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105019 members 
Mstep: Class 2 contains 55388 members 
Entering Unmasked Estep 
Score: -20058328.000000 Penalty: 5944.792969
	Iteration 28Q: 3 clusters Score -2.005833e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105128 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -20058438.000000 Penalty: 5944.792969
	Iteration 29Q: 3 clusters Score -2.005844e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105184 members 
Mstep: Class 2 contains 55223 members 
Entering Unmasked Estep 
Score: -20058486.000000 Penalty: 5944.792969
	Iteration 30Q: 3 clusters Score -2.005849e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105189 members 
Mstep: Class 2 contains 55218 members 
Entering Unmasked Estep 
Score: -20058530.000000 Penalty: 5944.792969
	Iteration 31Q: 3 clusters Score -2.005853e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105149 members 
Mstep: Class 2 contains 55258 members 
Entering Unmasked Estep 
Score: -20058626.000000 Penalty: 5944.792969
	Iteration 32Q: 3 clusters Score -2.005863e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105065 members 
Mstep: Class 2 contains 55342 members 
Entering Unmasked Estep 
Score: -20058656.000000 Penalty: 5944.792969
	Iteration 33Q: 3 clusters Score -2.005866e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104999 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -20058656.000000 Penalty: 5944.792969
	Iteration 34Q: 3 clusters Score -2.005866e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104930 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -20058714.000000 Penalty: 5944.792969
	Iteration 35Q: 3 clusters Score -2.005871e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104836 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2.005874e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104749 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -20058744.000000 Penalty: 5944.792969
	Iteration 37Q: 3 clusters Score -2.005874e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104665 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -20058760.000000 Penalty: 5944.792969
	Iteration 38Q: 3 clusters Score -2.005876e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104584 members 
Mstep: Class 2 contains 55823 members 
Entering Unmasked Estep 
Score: -20058786.000000 Penalty: 5944.792969
	Iteration 39Q: 3 clusters Score -2.005879e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104501 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -20058778.000000 Penalty: 5944.792969
	Iteration 40F: 3 clusters Score -2.005878e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104409 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
Score: -20058788.000000 Penalty: 5944.792969
	Iteration 41Q: 3 clusters Score -2.005879e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104318 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -20058772.000000 Penalty: 5944.792969
	Iteration 42Q: 3 clusters Score -2.005877e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104233 members 
Mstep: Class 2 contains 56174 members 
Entering Unmasked Estep 
Score: -20058736.000000 Penalty: 5944.792969
	Iteration 43Q: 3 clusters Score -2.005874e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104131 members 
Mstep: Class 2 contains 56276 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2.005874e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104049 members 
Mstep: Class 2 contains 56358 members 
Entering Unmasked Estep 
Score: -20058746.000000 Penalty: 5944.792969
	Iteration 45Q: 3 clusters Score -2.005875e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103926 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -20058754.000000 Penalty: 5944.792969
	Iteration 46Q: 3 clusters Score -2.005875e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103785 members 
Mstep: Class 2 contains 56622 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2.005871e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103641 members 
Mstep: Class 2 contains 56766 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2.005871e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103518 members 
Mstep: Class 2 contains 56889 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2.00587e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103389 members 
Mstep: Class 2 contains 57018 members 
Entering Unmasked Estep 
Score: -20058708.000000 Penalty: 5944.792969
	Iteration 50Q: 3 clusters Score -2.005871e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103264 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2.005875e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103131 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -20058716.000000 Penalty: 5944.792969
	Iteration 52Q: 3 clusters Score -2.005872e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102994 members 
Mstep: Class 2 contains 57413 members 
Entering Unmasked Estep 
Score: -20058734.000000 Penalty: 5944.792969
	Iteration 53Q: 3 clusters Score -2.005873e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102854 members 
Mstep: Class 2 contains 57553 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2.005871e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102695 members 
Mstep: Class 2 contains 57712 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2.005875e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102539 members 
Mstep: Class 2 contains 57868 members 
Entering Unmasked Estep 
Score: -20058760.000000 Penalty: 5944.792969
	Iteration 56Q: 3 clusters Score -2.005876e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102388 members 
Mstep: Class 2 contains 58019 members 
Entering Unmasked Estep 
Score: -20058820.000000 Penalty: 5944.792969
	Iteration 57Q: 3 clusters Score -2.005882e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102248 members 
Mstep: Class 2 contains 58159 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2.005882e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102108 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2.00588e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101969 members 
Mstep: Class 2 contains 58438 members 
Entering Unmasked Estep 
Score: -20058806.000000 Penalty: 5944.792969
	Iteration 60F: 3 clusters Score -2.005881e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101831 members 
Mstep: Class 2 contains 58576 members 
Entering Unmasked Estep 
Score: -20058774.000000 Penalty: 5944.792969
	Iteration 61Q: 3 clusters Score -2.005877e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101694 members 
Mstep: Class 2 contains 58713 members 
Entering Unmasked Estep 
Score: -20058790.000000 Penalty: 5944.792969
	Iteration 62Q: 3 clusters Score -2.005879e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101563 members 
Mstep: Class 2 contains 58844 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2.00588e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101442 members 
Mstep: Class 2 contains 58965 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2.005877e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101314 members 
Mstep: Class 2 contains 59093 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2.005879e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101180 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2.005878e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101039 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2.005879e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100890 members 
Mstep: Class 2 contains 59517 members 
Entering Unmasked Estep 
Score: -20058738.000000 Penalty: 5944.792969
	Iteration 68Q: 3 clusters Score -2.005874e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100738 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -20058740.000000 Penalty: 5944.792969
	Iteration 69Q: 3 clusters Score -2.005874e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100610 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -20058772.000000 Penalty: 5944.792969
	Iteration 70Q: 3 clusters Score -2.005877e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100493 members 
Mstep: Class 2 contains 59914 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2.005878e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100387 members 
Mstep: Class 2 contains 60020 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2.005879e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100285 members 
Mstep: Class 2 contains 60122 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2.005879e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100186 members 
Mstep: Class 2 contains 60221 members 
Entering Unmasked Estep 
Score: -20058758.000000 Penalty: 5944.792969
	Iteration 74Q: 3 clusters Score -2.005876e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100089 members 
Mstep: Class 2 contains 60318 members 
Entering Unmasked Estep 
Score: -20058778.000000 Penalty: 5944.792969
	Iteration 75Q: 3 clusters Score -2.005878e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100002 members 
Mstep: Class 2 contains 60405 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.005879e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99921 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2.005879e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99847 members 
Mstep: Class 2 contains 60560 members 
Entering Unmasked Estep 
Score: -20058768.000000 Penalty: 5944.792969
	Iteration 78Q: 3 clusters Score -2.005877e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99773 members 
Mstep: Class 2 contains 60634 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2.00588e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99686 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -20058814.000000 Penalty: 5944.792969
	Iteration 80F: 3 clusters Score -2.005881e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99594 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -20058818.000000 Penalty: 5944.792969
	Iteration 81Q: 3 clusters Score -2.005882e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99517 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.005881e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99442 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.005878e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99364 members 
Mstep: Class 2 contains 61043 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2.005882e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99265 members 
Mstep: Class 2 contains 61142 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.005882e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99159 members 
Mstep: Class 2 contains 61248 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2.005882e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99049 members 
Mstep: Class 2 contains 61358 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.005882e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98923 members 
Mstep: Class 2 contains 61484 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.005883e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98781 members 
Mstep: Class 2 contains 61626 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.005882e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98638 members 
Mstep: Class 2 contains 61769 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.005885e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98486 members 
Mstep: Class 2 contains 61921 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.005884e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98325 members 
Mstep: Class 2 contains 62082 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.005885e+07 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98159 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.005892e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97983 members 
Mstep: Class 2 contains 62424 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.005893e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97833 members 
Mstep: Class 2 contains 62574 members 
Entering Unmasked Estep 
Score: -20058926.000000 Penalty: 5944.792969
	Iteration 95Q: 3 clusters Score -2.005893e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97692 members 
Mstep: Class 2 contains 62715 members 
Entering Unmasked Estep 
Score: -20058942.000000 Penalty: 5944.792969
	Iteration 96Q: 3 clusters Score -2.005894e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97520 members 
Mstep: Class 2 contains 62887 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.005896e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97326 members 
Mstep: Class 2 contains 63081 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.005895e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97136 members 
Mstep: Class 2 contains 63271 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.005893e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96944 members 
Mstep: Class 2 contains 63463 members 
Entering Unmasked Estep 
Score: -20058970.000000 Penalty: 5944.792969
	Iteration 100F: 3 clusters Score -2.005897e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96748 members 
Mstep: Class 2 contains 63659 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.005901e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96570 members 
Mstep: Class 2 contains 63837 members 
Entering Unmasked Estep 
Score: -20059038.000000 Penalty: 5944.792969
	Iteration 102Q: 3 clusters Score -2.005904e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96422 members 
Mstep: Class 2 contains 63985 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.005903e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96272 members 
Mstep: Class 2 contains 64135 members 
Entering Unmasked Estep 
Score: -20059014.000000 Penalty: 5944.792969
	Iteration 104Q: 3 clusters Score -2.005901e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96112 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.005907e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95968 members 
Mstep: Class 2 contains 64439 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.005909e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95836 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
Score: -20059054.000000 Penalty: 5944.792969
	Iteration 107Q: 3 clusters Score -2.005905e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95709 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -20059056.000000 Penalty: 5944.792969
	Iteration 108Q: 3 clusters Score -2.005906e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95596 members 
Mstep: Class 2 contains 64811 members 
Entering Unmasked Estep 
Score: -20059064.000000 Penalty: 5944.792969
	Iteration 109Q: 3 clusters Score -2.005906e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95483 members 
Mstep: Class 2 contains 64924 members 
Entering Unmasked Estep 
Score: -20059100.000000 Penalty: 5944.792969
	Iteration 110Q: 3 clusters Score -2.00591e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95379 members 
Mstep: Class 2 contains 65028 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.00591e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95264 members 
Mstep: Class 2 contains 65143 members 
Entering Unmasked Estep 
Score: -20059066.000000 Penalty: 5944.792969
	Iteration 112Q: 3 clusters Score -2.005907e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95145 members 
Mstep: Class 2 contains 65262 members 
Entering Unmasked Estep 
Score: -20059066.000000 Penalty: 5944.792969
	Iteration 113Q: 3 clusters Score -2.005907e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95027 members 
Mstep: Class 2 contains 65380 members 
Entering Unmasked Estep 
Score: -20059068.000000 Penalty: 5944.792969
	Iteration 114Q: 3 clusters Score -2.005907e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94919 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -20059078.000000 Penalty: 5944.792969
	Iteration 115Q: 3 clusters Score -2.005908e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94813 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
Score: -20059104.000000 Penalty: 5944.792969
	Iteration 116Q: 3 clusters Score -2.00591e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94718 members 
Mstep: Class 2 contains 65689 members 
Entering Unmasked Estep 
Score: -20059122.000000 Penalty: 5944.792969
	Iteration 117Q: 3 clusters Score -2.005912e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94626 members 
Mstep: Class 2 contains 65781 members 
Entering Unmasked Estep 
Score: -20059106.000000 Penalty: 5944.792969
	Iteration 118Q: 3 clusters Score -2.005911e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94526 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -20059116.000000 Penalty: 5944.792969
	Iteration 119Q: 3 clusters Score -2.005912e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94443 members 
Mstep: Class 2 contains 65964 members 
Entering Unmasked Estep 
Score: -20059108.000000 Penalty: 5944.792969
	Iteration 120F: 3 clusters Score -2.005911e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94348 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -20059082.000000 Penalty: 5944.792969
	Iteration 121Q: 3 clusters Score -2.005908e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94244 members 
Mstep: Class 2 contains 66163 members 
Entering Unmasked Estep 
Score: -20059072.000000 Penalty: 5944.792969
	Iteration 122Q: 3 clusters Score -2.005907e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94142 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -20059094.000000 Penalty: 5944.792969
	Iteration 123Q: 3 clusters Score -2.005909e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94043 members 
Mstep: Class 2 contains 66364 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.005909e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93948 members 
Mstep: Class 2 contains 66459 members 
Entering Unmasked Estep 
Score: -20059126.000000 Penalty: 5944.792969
	Iteration 125Q: 3 clusters Score -2.005913e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93844 members 
Mstep: Class 2 contains 66563 members 
Entering Unmasked Estep 
Score: -20059124.000000 Penalty: 5944.792969
	Iteration 126Q: 3 clusters Score -2.005912e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93737 members 
Mstep: Class 2 contains 66670 members 
Entering Unmasked Estep 
Score: -20059124.000000 Penalty: 5944.792969
	Iteration 127Q: 3 clusters Score -2.005912e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93630 members 
Mstep: Class 2 contains 66777 members 
Entering Unmasked Estep 
Score: -20059098.000000 Penalty: 5944.792969
	Iteration 128Q: 3 clusters Score -2.00591e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93529 members 
Mstep: Class 2 contains 66878 members 
Entering Unmasked Estep 
Score: -20059126.000000 Penalty: 5944.792969
	Iteration 129Q: 3 clusters Score -2.005913e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93426 members 
Mstep: Class 2 contains 66981 members 
Entering Unmasked Estep 
Score: -20059112.000000 Penalty: 5944.792969
	Iteration 130Q: 3 clusters Score -2.005911e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93336 members 
Mstep: Class 2 contains 67071 members 
Entering Unmasked Estep 
Score: -20059120.000000 Penalty: 5944.792969
	Iteration 131Q: 3 clusters Score -2.005912e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93243 members 
Mstep: Class 2 contains 67164 members 
Entering Unmasked Estep 
Score: -20059134.000000 Penalty: 5944.792969
	Iteration 132Q: 3 clusters Score -2.005913e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93133 members 
Mstep: Class 2 contains 67274 members 
Entering Unmasked Estep 
Score: -20059118.000000 Penalty: 5944.792969
	Iteration 133Q: 3 clusters Score -2.005912e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93025 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -20059130.000000 Penalty: 5944.792969
	Iteration 134Q: 3 clusters Score -2.005913e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92931 members 
Mstep: Class 2 contains 67476 members 
Entering Unmasked Estep 
Score: -20059118.000000 Penalty: 5944.792969
	Iteration 135Q: 3 clusters Score -2.005912e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92840 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
Score: -20059122.000000 Penalty: 5944.792969
	Iteration 136Q: 3 clusters Score -2.005912e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -20059130.000000 Penalty: 5944.792969
	Iteration 137Q: 3 clusters Score -2.005913e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92622 members 
Mstep: Class 2 contains 67785 members 
Entering Unmasked Estep 
Score: -20059146.000000 Penalty: 5944.792969
	Iteration 138Q: 3 clusters Score -2.005915e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92521 members 
Mstep: Class 2 contains 67886 members 
Entering Unmasked Estep 
Score: -20059128.000000 Penalty: 5944.792969
	Iteration 139Q: 3 clusters Score -2.005913e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92426 members 
Mstep: Class 2 contains 67981 members 
Entering Unmasked Estep 
Score: -20059142.000000 Penalty: 5944.792969
	Iteration 140F: 3 clusters Score -2.005914e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92351 members 
Mstep: Class 2 contains 68056 members 
Entering Unmasked Estep 
Score: -20059150.000000 Penalty: 5944.792969
	Iteration 141Q: 3 clusters Score -2.005915e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92269 members 
Mstep: Class 2 contains 68138 members 
Entering Unmasked Estep 
Score: -20059158.000000 Penalty: 5944.792969
	Iteration 142Q: 3 clusters Score -2.005916e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92185 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -20059166.000000 Penalty: 5944.792969
	Iteration 143Q: 3 clusters Score -2.005917e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92090 members 
Mstep: Class 2 contains 68317 members 
Entering Unmasked Estep 
Score: -20059112.000000 Penalty: 5944.792969
	Iteration 144Q: 3 clusters Score -2.005911e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91976 members 
Mstep: Class 2 contains 68431 members 
Entering Unmasked Estep 
Score: -20059098.000000 Penalty: 5944.792969
	Iteration 145Q: 3 clusters Score -2.00591e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91855 members 
Mstep: Class 2 contains 68552 members 
Entering Unmasked Estep 
Score: -20059068.000000 Penalty: 5944.792969
	Iteration 146Q: 3 clusters Score -2.005907e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91767 members 
Mstep: Class 2 contains 68640 members 
Entering Unmasked Estep 
Score: -20059070.000000 Penalty: 5944.792969
	Iteration 147Q: 3 clusters Score -2.005907e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91675 members 
Mstep: Class 2 contains 68732 members 
Entering Unmasked Estep 
Score: -20059072.000000 Penalty: 5944.792969
	Iteration 148Q: 3 clusters Score -2.005907e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91593 members 
Mstep: Class 2 contains 68814 members 
Entering Unmasked Estep 
Score: -20059060.000000 Penalty: 5944.792969
	Iteration 149Q: 3 clusters Score -2.005906e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91517 members 
Mstep: Class 2 contains 68890 members 
Entering Unmasked Estep 
Score: -20059036.000000 Penalty: 5944.792969
	Iteration 150Q: 3 clusters Score -2.005904e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91447 members 
Mstep: Class 2 contains 68960 members 
Entering Unmasked Estep 
Score: -20059038.000000 Penalty: 5944.792969
	Iteration 151Q: 3 clusters Score -2.005904e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91382 members 
Mstep: Class 2 contains 69025 members 
Entering Unmasked Estep 
Score: -20059052.000000 Penalty: 5944.792969
	Iteration 152Q: 3 clusters Score -2.005905e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91317 members 
Mstep: Class 2 contains 69090 members 
Entering Unmasked Estep 
Score: -20059040.000000 Penalty: 5944.792969
	Iteration 153Q: 3 clusters Score -2.005904e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91262 members 
Mstep: Class 2 contains 69145 members 
Entering Unmasked Estep 
Score: -20059054.000000 Penalty: 5944.792969
	Iteration 154Q: 3 clusters Score -2.005905e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 69192 members 
Entering Unmasked Estep 
Score: -20059076.000000 Penalty: 5944.792969
	Iteration 155Q: 3 clusters Score -2.005908e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91170 members 
Mstep: Class 2 contains 69237 members 
Entering Unmasked Estep 
Score: -20059100.000000 Penalty: 5944.792969
	Iteration 156Q: 3 clusters Score -2.00591e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91115 members 
Mstep: Class 2 contains 69292 members 
Entering Unmasked Estep 
Score: -20059102.000000 Penalty: 5944.792969
	Iteration 157Q: 3 clusters Score -2.00591e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91074 members 
Mstep: Class 2 contains 69333 members 
Entering Unmasked Estep 
Score: -20059124.000000 Penalty: 5944.792969
	Iteration 158Q: 3 clusters Score -2.005912e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91040 members 
Mstep: Class 2 contains 69367 members 
Entering Unmasked Estep 
Score: -20059152.000000 Penalty: 5944.792969
	Iteration 159Q: 3 clusters Score -2.005915e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91009 members 
Mstep: Class 2 contains 69398 members 
Entering Unmasked Estep 
Score: -20059152.000000 Penalty: 5944.792969
	Iteration 160F: 3 clusters Score -2.005915e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90982 members 
Mstep: Class 2 contains 69425 members 
Entering Unmasked Estep 
Score: -20059140.000000 Penalty: 5944.792969
	Iteration 161Q: 3 clusters Score -2.005914e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90960 members 
Mstep: Class 2 contains 69447 members 
Entering Unmasked Estep 
Score: -20059120.000000 Penalty: 5944.792969
	Iteration 162Q: 3 clusters Score -2.005912e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90937 members 
Mstep: Class 2 contains 69470 members 
Entering Unmasked Estep 
Score: -20059150.000000 Penalty: 5944.792969
	Iteration 163Q: 3 clusters Score -2.005915e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90916 members 
Mstep: Class 2 contains 69491 members 
Entering Unmasked Estep 
Score: -20059144.000000 Penalty: 5944.792969
	Iteration 164Q: 3 clusters Score -2.005914e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90895 members 
Mstep: Class 2 contains 69512 members 
Entering Unmasked Estep 
Score: -20059152.000000 Penalty: 5944.792969
	Iteration 165Q: 3 clusters Score -2.005915e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90874 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
Score: -20059168.000000 Penalty: 5944.792969
	Iteration 166Q: 3 clusters Score -2.005917e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90859 members 
Mstep: Class 2 contains 69548 members 
Entering Unmasked Estep 
Score: -20059168.000000 Penalty: 5944.792969
	Iteration 167Q: 3 clusters Score -2.005917e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90839 members 
Mstep: Class 2 contains 69568 members 
Entering Unmasked Estep 
Score: -20059160.000000 Penalty: 5944.792969
	Iteration 168Q: 3 clusters Score -2.005916e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90816 members 
Mstep: Class 2 contains 69591 members 
Entering Unmasked Estep 
Score: -20059162.000000 Penalty: 5944.792969
	Iteration 169Q: 3 clusters Score -2.005916e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90792 members 
Mstep: Class 2 contains 69615 members 
Entering Unmasked Estep 
Score: -20059184.000000 Penalty: 5944.792969
	Iteration 170Q: 3 clusters Score -2.005918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90769 members 
Mstep: Class 2 contains 69638 members 
Entering Unmasked Estep 
Score: -20059192.000000 Penalty: 5944.792969
	Iteration 171Q: 3 clusters Score -2.005919e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90746 members 
Mstep: Class 2 contains 69661 members 
Entering Unmasked Estep 
Score: -20059188.000000 Penalty: 5944.792969
	Iteration 172Q: 3 clusters Score -2.005919e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90724 members 
Mstep: Class 2 contains 69683 members 
Entering Unmasked Estep 
Score: -20059190.000000 Penalty: 5944.792969
	Iteration 173Q: 3 clusters Score -2.005919e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90703 members 
Mstep: Class 2 contains 69704 members 
Entering Unmasked Estep 
Score: -20059170.000000 Penalty: 5944.792969
	Iteration 174Q: 3 clusters Score -2.005917e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90687 members 
Mstep: Class 2 contains 69720 members 
Entering Unmasked Estep 
Score: -20059182.000000 Penalty: 5944.792969
	Iteration 175Q: 3 clusters Score -2.005918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90676 members 
Mstep: Class 2 contains 69731 members 
Entering Unmasked Estep 
Score: -20059162.000000 Penalty: 5944.792969
	Iteration 176Q: 3 clusters Score -2.005916e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90663 members 
Mstep: Class 2 contains 69744 members 
Entering Unmasked Estep 
Score: -20059162.000000 Penalty: 5944.792969
	Iteration 177Q: 3 clusters Score -2.005916e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90650 members 
Mstep: Class 2 contains 69757 members 
Entering Unmasked Estep 
Score: -20059168.000000 Penalty: 5944.792969
	Iteration 178Q: 3 clusters Score -2.005917e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90635 members 
Mstep: Class 2 contains 69772 members 
Entering Unmasked Estep 
Score: -20059196.000000 Penalty: 5944.792969
	Iteration 179Q: 3 clusters Score -2.00592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90624 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -20059222.000000 Penalty: 5944.792969
	Iteration 180F: 3 clusters Score -2.005922e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90607 members 
Mstep: Class 2 contains 69800 members 
Entering Unmasked Estep 
Score: -20059212.000000 Penalty: 5944.792969
	Iteration 181Q: 3 clusters Score -2.005921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90595 members 
Mstep: Class 2 contains 69812 members 
Entering Unmasked Estep 
Score: -20059208.000000 Penalty: 5944.792969
	Iteration 182Q: 3 clusters Score -2.005921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90587 members 
Mstep: Class 2 contains 69820 members 
Entering Unmasked Estep 
Score: -20059198.000000 Penalty: 5944.792969
	Iteration 183Q: 3 clusters Score -2.00592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90578 members 
Mstep: Class 2 contains 69829 members 
Entering Unmasked Estep 
Score: -20059200.000000 Penalty: 5944.792969
	Iteration 184Q: 3 clusters Score -2.00592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90571 members 
Mstep: Class 2 contains 69836 members 
Entering Unmasked Estep 
Score: -20059198.000000 Penalty: 5944.792969
	Iteration 185Q: 3 clusters Score -2.00592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90565 members 
Mstep: Class 2 contains 69842 members 
Entering Unmasked Estep 
Score: -20059188.000000 Penalty: 5944.792969
	Iteration 186Q: 3 clusters Score -2.005919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90558 members 
Mstep: Class 2 contains 69849 members 
Entering Unmasked Estep 
Score: -20059194.000000 Penalty: 5944.792969
	Iteration 187Q: 3 clusters Score -2.005919e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90552 members 
Mstep: Class 2 contains 69855 members 
Entering Unmasked Estep 
Score: -20059196.000000 Penalty: 5944.792969
	Iteration 188Q: 3 clusters Score -2.00592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90546 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -20059196.000000 Penalty: 5944.792969
	Iteration 189Q: 3 clusters Score -2.00592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90536 members 
Mstep: Class 2 contains 69871 members 
Entering Unmasked Estep 
Score: -20059174.000000 Penalty: 5944.792969
	Iteration 190Q: 3 clusters Score -2.005917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90523 members 
Mstep: Class 2 contains 69884 members 
Entering Unmasked Estep 
Score: -20059180.000000 Penalty: 5944.792969
	Iteration 191Q: 3 clusters Score -2.005918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90517 members 
Mstep: Class 2 contains 69890 members 
Entering Unmasked Estep 
Score: -20059174.000000 Penalty: 5944.792969
	Iteration 192Q: 3 clusters Score -2.005917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90509 members 
Mstep: Class 2 contains 69898 members 
Entering Unmasked Estep 
Score: -20059178.000000 Penalty: 5944.792969
	Iteration 193Q: 3 clusters Score -2.005918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90504 members 
Mstep: Class 2 contains 69903 members 
Entering Unmasked Estep 
Score: -20059178.000000 Penalty: 5944.792969
	Iteration 194Q: 3 clusters Score -2.005918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90501 members 
Mstep: Class 2 contains 69906 members 
Entering Unmasked Estep 
Score: -20059178.000000 Penalty: 5944.792969
	Iteration 195Q: 3 clusters Score -2.005918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90496 members 
Mstep: Class 2 contains 69911 members 
Entering Unmasked Estep 
Score: -20059170.000000 Penalty: 5944.792969
	Iteration 196Q: 3 clusters Score -2.005917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90494 members 
Mstep: Class 2 contains 69913 members 
Entering Unmasked Estep 
Score: -20059172.000000 Penalty: 5944.792969
	Iteration 197Q: 3 clusters Score -2.005917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90486 members 
Mstep: Class 2 contains 69921 members 
Entering Unmasked Estep 
Score: -20059190.000000 Penalty: 5944.792969
	Iteration 198Q: 3 clusters Score -2.005919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90481 members 
Mstep: Class 2 contains 69926 members 
Entering Unmasked Estep 
Score: -20059180.000000 Penalty: 5944.792969
	Iteration 199Q: 3 clusters Score -2.005918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90477 members 
Mstep: Class 2 contains 69930 members 
Entering Unmasked Estep 
Score: -20059192.000000 Penalty: 5944.792969
	Iteration 200F: 3 clusters Score -2.005919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90475 members 
Mstep: Class 2 contains 69932 members 
Entering Unmasked Estep 
Score: -20059194.000000 Penalty: 5944.792969
	Iteration 201Q: 3 clusters Score -2.005919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90472 members 
Mstep: Class 2 contains 69935 members 
Entering Unmasked Estep 
Score: -20059198.000000 Penalty: 5944.792969
	Iteration 202Q: 3 clusters Score -2.00592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90470 members 
Mstep: Class 2 contains 69937 members 
Entering Unmasked Estep 
Score: -20059196.000000 Penalty: 5944.792969
	Iteration 203Q: 3 clusters Score -2.00592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90467 members 
Mstep: Class 2 contains 69940 members 
Entering Unmasked Estep 
Score: -20059186.000000 Penalty: 5944.792969
	Iteration 204Q: 3 clusters Score -2.005919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90466 members 
Mstep: Class 2 contains 69941 members 
Entering Unmasked Estep 
Score: -20059192.000000 Penalty: 5944.792969
	Iteration 205Q: 3 clusters Score -2.005919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90465 members 
Mstep: Class 2 contains 69942 members 
Entering Unmasked Estep 
Score: -20059190.000000 Penalty: 5944.792969
	Iteration 206Q: 3 clusters Score -2.005919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90465 members 
Mstep: Class 2 contains 69942 members 
Entering Unmasked Estep 
Score: -20059190.000000 Penalty: 5944.792969
	Iteration 207F: 3 clusters Score -2.005919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Entering Unmasked Estep 
Score: -294271.281250 Penalty: 1967.759399
	Iteration 0F: 2 clusters Score -294271.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -291444.375000 Penalty: 3935.518799
	Iteration 0F: 3 clusters Score -291444.4 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -295280.531250 Penalty: 3935.518799
	Iteration 1F: 3 clusters Score -295280.5 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -298453.750000 Penalty: 3935.518799
	Iteration 2F: 3 clusters Score -298453.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -301618.500000 Penalty: 3935.518799
	Iteration 3F: 3 clusters Score -301618.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -302308.375000 Penalty: 3935.518799
	Iteration 4Q: 3 clusters Score -302308.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -302461.656250 Penalty: 3935.518799
	Iteration 5Q: 3 clusters Score -302461.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -302683.843750 Penalty: 3935.518799
	Iteration 6Q: 3 clusters Score -302683.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -302931.343750 Penalty: 3935.518799
	Iteration 7Q: 3 clusters Score -302931.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -303029.062500 Penalty: 3935.518799
	Iteration 8Q: 3 clusters Score -303029.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -303200.593750 Penalty: 3935.518799
	Iteration 9Q: 3 clusters Score -303200.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -303246.875000 Penalty: 3935.518799
	Iteration 10Q: 3 clusters Score -303246.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -303248.687500 Penalty: 3935.518799
	Iteration 11Q: 3 clusters Score -303248.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -303250.250000 Penalty: 3935.518799
	Iteration 12F: 3 clusters Score -303250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -303254.531250 Penalty: 3935.518799
	Iteration 13Q: 3 clusters Score -303254.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -303255.781250 Penalty: 3935.518799
	Iteration 14Q: 3 clusters Score -303255.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -303258.125000 Penalty: 3935.518799
	Iteration 15Q: 3 clusters Score -303258.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -303257.718750 Penalty: 3935.518799
	Iteration 16Q: 3 clusters Score -303257.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -303257.718750 Penalty: 3935.518799
	Iteration 17F: 3 clusters Score -303257.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1743 members 
Mstep: Class 3 contains 11492 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 9063 members 
Mstep: Class 6 contains 4160 members 
Mstep: Class 7 contains 160407 members 
Mstep: Class 8 contains 2014 members 
Mstep: Class 9 contains 34794 members 
Mstep: Class 10 contains 317429 members 
Mstep: Class 11 contains 60737 members 
Mstep: Class 12 contains 221529 members 
Mstep: Class 13 contains 9974 members 
Mstep: Class 14 contains 27428 members 
Mstep: Class 15 contains 197513 members 
Mstep: Class 16 contains 19913 members 
Mstep: Class 17 contains 47524 members 
Mstep: Class 18 contains 88058 members 
Mstep: Class 19 contains 23387 members 
Mstep: Class 20 contains 17955 members 
Mstep: Class 21 contains 3992 members 
Mstep: Class 22 contains 778 members 
Entering Unmasked Estep 
Score: -154512288.000000 Penalty: 76699.226562
Splitting cluster 8 changes total score from -154501184.000000 to -154512288.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (34794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Entering Unmasked Estep 
Score: -4334419.000000 Penalty: 2593.385498
	Iteration 0F: 2 clusters Score -4334419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -4310959.500000 Penalty: 5186.770996
	Iteration 0F: 3 clusters Score -4310960 nChanged 15649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -4319208.000000 Penalty: 5186.770996
	Iteration 1F: 3 clusters Score -4319208 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -4319612.000000 Penalty: 5186.770996
	Iteration 2Q: 3 clusters Score -4319612 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -4319977.000000 Penalty: 5186.770996
	Iteration 3Q: 3 clusters Score -4319977 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -4320350.500000 Penalty: 5186.770996
	Iteration 4Q: 3 clusters Score -4320350 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -4320727.000000 Penalty: 5186.770996
	Iteration 5Q: 3 clusters Score -4320727 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -4321247.000000 Penalty: 5186.770996
	Iteration 6Q: 3 clusters Score -4321247 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -4321934.000000 Penalty: 5186.770996
	Iteration 7Q: 3 clusters Score -4321934 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -4322767.500000 Penalty: 5186.770996
	Iteration 8Q: 3 clusters Score -4322768 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -4323901.500000 Penalty: 5186.770996
	Iteration 9F: 3 clusters Score -4323902 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -4325281.000000 Penalty: 5186.770996
	Iteration 10F: 3 clusters Score -4325281 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -4326756.500000 Penalty: 5186.770996
	Iteration 11F: 3 clusters Score -4326756 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -4328281.500000 Penalty: 5186.770996
	Iteration 12F: 3 clusters Score -4328282 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -4329562.500000 Penalty: 5186.770996
	Iteration 13Q: 3 clusters Score -4329562 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -4330413.500000 Penalty: 5186.770996
	Iteration 14Q: 3 clusters Score -4330414 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4330887.500000 Penalty: 5186.770996
	Iteration 15Q: 3 clusters Score -4330888 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -4331199.000000 Penalty: 5186.770996
	Iteration 16Q: 3 clusters Score -4331199 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4331474.000000 Penalty: 5186.770996
	Iteration 17Q: 3 clusters Score -4331474 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4331650.000000 Penalty: 5186.770996
	Iteration 18Q: 3 clusters Score -4331650 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4331787.000000 Penalty: 5186.770996
	Iteration 19Q: 3 clusters Score -4331787 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4331874.500000 Penalty: 5186.770996
	Iteration 20F: 3 clusters Score -4331874 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4331947.000000 Penalty: 5186.770996
	Iteration 21Q: 3 clusters Score -4331947 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4332002.000000 Penalty: 5186.770996
	Iteration 22Q: 3 clusters Score -4332002 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4332052.500000 Penalty: 5186.770996
	Iteration 23Q: 3 clusters Score -4332052 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4332097.500000 Penalty: 5186.770996
	Iteration 24Q: 3 clusters Score -4332098 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4332140.000000 Penalty: 5186.770996
	Iteration 25Q: 3 clusters Score -4332140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4332174.000000 Penalty: 5186.770996
	Iteration 26Q: 3 clusters Score -4332174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4332186.000000 Penalty: 5186.770996
	Iteration 27Q: 3 clusters Score -4332186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4332207.500000 Penalty: 5186.770996
	Iteration 28Q: 3 clusters Score -4332208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4332216.000000 Penalty: 5186.770996
	Iteration 29Q: 3 clusters Score -4332216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4332234.500000 Penalty: 5186.770996
	Iteration 30Q: 3 clusters Score -4332234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4332235.500000 Penalty: 5186.770996
	Iteration 31Q: 3 clusters Score -4332236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4332246.500000 Penalty: 5186.770996
	Iteration 32Q: 3 clusters Score -4332246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4332253.500000 Penalty: 5186.770996
	Iteration 33Q: 3 clusters Score -4332254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4332255.000000 Penalty: 5186.770996
	Iteration 34Q: 3 clusters Score -4332255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4332253.500000 Penalty: 5186.770996
	Iteration 35Q: 3 clusters Score -4332254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4332255.000000 Penalty: 5186.770996
	Iteration 36Q: 3 clusters Score -4332255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4332259.500000 Penalty: 5186.770996
	Iteration 37Q: 3 clusters Score -4332260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4332261.500000 Penalty: 5186.770996
	Iteration 38Q: 3 clusters Score -4332262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4332264.500000 Penalty: 5186.770996
	Iteration 39Q: 3 clusters Score -4332264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4332263.500000 Penalty: 5186.770996
	Iteration 40F: 3 clusters Score -4332264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4332268.000000 Penalty: 5186.770996
	Iteration 41Q: 3 clusters Score -4332268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4332266.500000 Penalty: 5186.770996
	Iteration 42Q: 3 clusters Score -4332266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4332266.500000 Penalty: 5186.770996
	Iteration 43Q: 3 clusters Score -4332266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4332273.000000 Penalty: 5186.770996
	Iteration 44Q: 3 clusters Score -4332273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4332273.500000 Penalty: 5186.770996
	Iteration 45Q: 3 clusters Score -4332274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4332276.000000 Penalty: 5186.770996
	Iteration 46Q: 3 clusters Score -4332276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4332278.500000 Penalty: 5186.770996
	Iteration 47Q: 3 clusters Score -4332278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4332275.500000 Penalty: 5186.770996
	Iteration 48Q: 3 clusters Score -4332276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4332274.500000 Penalty: 5186.770996
	Iteration 49Q: 3 clusters Score -4332274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4332277.000000 Penalty: 5186.770996
	Iteration 50Q: 3 clusters Score -4332277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4332273.500000 Penalty: 5186.770996
	Iteration 51Q: 3 clusters Score -4332274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4332278.000000 Penalty: 5186.770996
	Iteration 52Q: 3 clusters Score -4332278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4332279.500000 Penalty: 5186.770996
	Iteration 53Q: 3 clusters Score -4332280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4332280.500000 Penalty: 5186.770996
	Iteration 54Q: 3 clusters Score -4332280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4332280.500000 Penalty: 5186.770996
	Iteration 55F: 3 clusters Score -4332280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (317429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317429 members 
Entering Unmasked Estep 
Score: -39419008.000000 Penalty: 3141.666504
	Iteration 0F: 2 clusters Score -3.941901e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158071 members 
Mstep: Class 2 contains 159358 members 
Entering Unmasked Estep 
Score: -39228416.000000 Penalty: 6283.333008
	Iteration 0F: 3 clusters Score -3.922842e+07 nChanged 154216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143015 members 
Mstep: Class 2 contains 174414 members 
Entering Unmasked Estep 
Score: -39320696.000000 Penalty: 6283.333008
	Iteration 1F: 3 clusters Score -3.93207e+07 nChanged 11408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133563 members 
Mstep: Class 2 contains 183866 members 
Entering Unmasked Estep 
Score: -39324180.000000 Penalty: 6283.333008
	Iteration 2Q: 3 clusters Score -3.932418e+07 nChanged 15639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119346 members 
Mstep: Class 2 contains 198083 members 
Entering Unmasked Estep 
Score: -39330336.000000 Penalty: 6283.333008
	Iteration 3Q: 3 clusters Score -3.933034e+07 nChanged 21612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98870 members 
Mstep: Class 2 contains 218559 members 
Entering Unmasked Estep 
Score: -39342608.000000 Penalty: 6283.333008
	Iteration 4F: 3 clusters Score -3.934261e+07 nChanged 26879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72937 members 
Mstep: Class 2 contains 244492 members 
Entering Unmasked Estep 
Score: -39362624.000000 Penalty: 6283.333008
	Iteration 5F: 3 clusters Score -3.936262e+07 nChanged 27065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 270953 members 
Entering Unmasked Estep 
Score: -39386108.000000 Penalty: 6283.333008
	Iteration 6F: 3 clusters Score -3.938611e+07 nChanged 21385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 292204 members 
Entering Unmasked Estep 
Score: -39404492.000000 Penalty: 6283.333008
	Iteration 7F: 3 clusters Score -3.940449e+07 nChanged 12797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 304939 members 
Entering Unmasked Estep 
Score: -39413772.000000 Penalty: 6283.333008
	Iteration 8Q: 3 clusters Score -3.941377e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 311279 members 
Entering Unmasked Estep 
Score: -39416292.000000 Penalty: 6283.333008
	Iteration 9Q: 3 clusters Score -3.941629e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 314395 members 
Entering Unmasked Estep 
Score: -39416616.000000 Penalty: 6283.333008
	Iteration 10Q: 3 clusters Score -3.941662e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 315842 members 
Entering Unmasked Estep 
Score: -39416568.000000 Penalty: 6283.333008
	Iteration 11Q: 3 clusters Score -3.941657e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 316466 members 
Entering Unmasked Estep 
Score: -39416532.000000 Penalty: 6283.333008
	Iteration 12Q: 3 clusters Score -3.941653e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 316756 members 
Entering Unmasked Estep 
Score: -39416548.000000 Penalty: 6283.333008
	Iteration 13Q: 3 clusters Score -3.941655e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 316893 members 
Entering Unmasked Estep 
Score: -39416520.000000 Penalty: 6283.333008
	Iteration 14Q: 3 clusters Score -3.941652e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 316957 members 
Entering Unmasked Estep 
Score: -39416556.000000 Penalty: 6283.333008
	Iteration 15Q: 3 clusters Score -3.941656e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 317006 members 
Entering Unmasked Estep 
Score: -39416548.000000 Penalty: 6283.333008
	Iteration 16Q: 3 clusters Score -3.941655e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 317033 members 
Entering Unmasked Estep 
Score: -39416524.000000 Penalty: 6283.333008
	Iteration 17Q: 3 clusters Score -3.941652e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 317049 members 
Entering Unmasked Estep 
Score: -39416540.000000 Penalty: 6283.333008
	Iteration 18Q: 3 clusters Score -3.941654e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 317062 members 
Entering Unmasked Estep 
Score: -39416516.000000 Penalty: 6283.333008
	Iteration 19Q: 3 clusters Score -3.941652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 317067 members 
Entering Unmasked Estep 
Score: -39416500.000000 Penalty: 6283.333008
	Iteration 20F: 3 clusters Score -3.94165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 317073 members 
Entering Unmasked Estep 
Score: -39416504.000000 Penalty: 6283.333008
	Iteration 21Q: 3 clusters Score -3.94165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 317076 members 
Entering Unmasked Estep 
Score: -39416488.000000 Penalty: 6283.333008
	Iteration 22Q: 3 clusters Score -3.941649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 317077 members 
Entering Unmasked Estep 
Score: -39416504.000000 Penalty: 6283.333008
	Iteration 23Q: 3 clusters Score -3.94165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 317077 members 
Entering Unmasked Estep 
Score: -39416504.000000 Penalty: 6283.333008
	Iteration 24F: 3 clusters Score -3.94165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60737 members 
Entering Unmasked Estep 
Score: -7624590.500000 Penalty: 2731.548340
	Iteration 0F: 2 clusters Score -7624590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -7583794.500000 Penalty: 5463.096680
	Iteration 0F: 3 clusters Score -7583794 nChanged 28332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -7599919.500000 Penalty: 5463.096680
	Iteration 1F: 3 clusters Score -7599920 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -7600528.000000 Penalty: 5463.096680
	Iteration 2Q: 3 clusters Score -7600528 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -7601282.000000 Penalty: 5463.096680
	Iteration 3Q: 3 clusters Score -7601282 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -7602149.500000 Penalty: 5463.096680
	Iteration 4Q: 3 clusters Score -7602150 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -7603491.000000 Penalty: 5463.096680
	Iteration 5Q: 3 clusters Score -7603491 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -7605594.000000 Penalty: 5463.096680
	Iteration 6F: 3 clusters Score -7605594 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -7608485.000000 Penalty: 5463.096680
	Iteration 7F: 3 clusters Score -7608485 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -7611997.500000 Penalty: 5463.096680
	Iteration 8F: 3 clusters Score -7611998 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -7615590.500000 Penalty: 5463.096680
	Iteration 9F: 3 clusters Score -7615590 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -7617783.000000 Penalty: 5463.096680
	Iteration 10Q: 3 clusters Score -7617783 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -7618767.500000 Penalty: 5463.096680
	Iteration 11Q: 3 clusters Score -7618768 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -7619352.000000 Penalty: 5463.096680
	Iteration 12Q: 3 clusters Score -7619352 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -7619782.500000 Penalty: 5463.096680
	Iteration 13Q: 3 clusters Score -7619782 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -7620126.500000 Penalty: 5463.096680
	Iteration 14Q: 3 clusters Score -7620126 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -7620406.000000 Penalty: 5463.096680
	Iteration 15Q: 3 clusters Score -7620406 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
Score: -7620652.000000 Penalty: 5463.096680
	Iteration 16Q: 3 clusters Score -7620652 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -7620897.500000 Penalty: 5463.096680
	Iteration 17Q: 3 clusters Score -7620898 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -7621104.500000 Penalty: 5463.096680
	Iteration 18Q: 3 clusters Score -7621104 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -7621281.500000 Penalty: 5463.096680
	Iteration 19Q: 3 clusters Score -7621282 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -7621437.000000 Penalty: 5463.096680
	Iteration 20F: 3 clusters Score -7621437 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 52957 members 
Entering Unmasked Estep 
Score: -7621539.500000 Penalty: 5463.096680
	Iteration 21Q: 3 clusters Score -7621540 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -7621636.500000 Penalty: 5463.096680
	Iteration 22Q: 3 clusters Score -7621636 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -7621725.500000 Penalty: 5463.096680
	Iteration 23Q: 3 clusters Score -7621726 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -7621831.000000 Penalty: 5463.096680
	Iteration 24Q: 3 clusters Score -7621831 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -7621910.500000 Penalty: 5463.096680
	Iteration 25Q: 3 clusters Score -7621910 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -7621945.500000 Penalty: 5463.096680
	Iteration 26Q: 3 clusters Score -7621946 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 54816 members 
Entering Unmasked Estep 
Score: -7621966.500000 Penalty: 5463.096680
	Iteration 27Q: 3 clusters Score -7621966 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 55041 members 
Entering Unmasked Estep 
Score: -7622034.000000 Penalty: 5463.096680
	Iteration 28Q: 3 clusters Score -7622034 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 55273 members 
Entering Unmasked Estep 
Score: -7622087.500000 Penalty: 5463.096680
	Iteration 29Q: 3 clusters Score -7622088 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -7622129.000000 Penalty: 5463.096680
	Iteration 30Q: 3 clusters Score -7622129 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 55661 members 
Entering Unmasked Estep 
Score: -7622167.000000 Penalty: 5463.096680
	Iteration 31Q: 3 clusters Score -7622167 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 55846 members 
Entering Unmasked Estep 
Score: -7622214.500000 Penalty: 5463.096680
	Iteration 32Q: 3 clusters Score -7622214 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 56016 members 
Entering Unmasked Estep 
Score: -7622276.500000 Penalty: 5463.096680
	Iteration 33Q: 3 clusters Score -7622276 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -7622317.000000 Penalty: 5463.096680
	Iteration 34Q: 3 clusters Score -7622317 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 56325 members 
Entering Unmasked Estep 
Score: -7622380.000000 Penalty: 5463.096680
	Iteration 35Q: 3 clusters Score -7622380 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -7622411.500000 Penalty: 5463.096680
	Iteration 36Q: 3 clusters Score -7622412 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 56657 members 
Entering Unmasked Estep 
Score: -7622467.000000 Penalty: 5463.096680
	Iteration 37Q: 3 clusters Score -7622467 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 56801 members 
Entering Unmasked Estep 
Score: -7622509.500000 Penalty: 5463.096680
	Iteration 38Q: 3 clusters Score -7622510 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 56953 members 
Entering Unmasked Estep 
Score: -7622552.500000 Penalty: 5463.096680
	Iteration 39Q: 3 clusters Score -7622552 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -7622562.500000 Penalty: 5463.096680
	Iteration 40F: 3 clusters Score -7622562 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 57183 members 
Entering Unmasked Estep 
Score: -7622607.500000 Penalty: 5463.096680
	Iteration 41Q: 3 clusters Score -7622608 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 57286 members 
Entering Unmasked Estep 
Score: -7622633.000000 Penalty: 5463.096680
	Iteration 42Q: 3 clusters Score -7622633 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -7622665.500000 Penalty: 5463.096680
	Iteration 43Q: 3 clusters Score -7622666 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 57450 members 
Entering Unmasked Estep 
Score: -7622704.000000 Penalty: 5463.096680
	Iteration 44Q: 3 clusters Score -7622704 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 57512 members 
Entering Unmasked Estep 
Score: -7622696.500000 Penalty: 5463.096680
	Iteration 45Q: 3 clusters Score -7622696 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 57565 members 
Entering Unmasked Estep 
Score: -7622711.000000 Penalty: 5463.096680
	Iteration 46Q: 3 clusters Score -7622711 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 57623 members 
Entering Unmasked Estep 
Score: -7622708.000000 Penalty: 5463.096680
	Iteration 47Q: 3 clusters Score -7622708 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 57673 members 
Entering Unmasked Estep 
Score: -7622739.000000 Penalty: 5463.096680
	Iteration 48Q: 3 clusters Score -7622739 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 57719 members 
Entering Unmasked Estep 
Score: -7622751.000000 Penalty: 5463.096680
	Iteration 49Q: 3 clusters Score -7622751 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
Score: -7622753.000000 Penalty: 5463.096680
	Iteration 50Q: 3 clusters Score -7622753 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 57786 members 
Entering Unmasked Estep 
Score: -7622752.000000 Penalty: 5463.096680
	Iteration 51Q: 3 clusters Score -7622752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -7622757.000000 Penalty: 5463.096680
	Iteration 52Q: 3 clusters Score -7622757 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 57835 members 
Entering Unmasked Estep 
Score: -7622766.000000 Penalty: 5463.096680
	Iteration 53Q: 3 clusters Score -7622766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 57865 members 
Entering Unmasked Estep 
Score: -7622790.500000 Penalty: 5463.096680
	Iteration 54Q: 3 clusters Score -7622790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 57891 members 
Entering Unmasked Estep 
Score: -7622809.000000 Penalty: 5463.096680
	Iteration 55Q: 3 clusters Score -7622809 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 57908 members 
Entering Unmasked Estep 
Score: -7622801.000000 Penalty: 5463.096680
	Iteration 56Q: 3 clusters Score -7622801 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 57946 members 
Entering Unmasked Estep 
Score: -7622819.000000 Penalty: 5463.096680
	Iteration 57Q: 3 clusters Score -7622819 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 57969 members 
Entering Unmasked Estep 
Score: -7622819.000000 Penalty: 5463.096680
	Iteration 58Q: 3 clusters Score -7622819 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -7622831.500000 Penalty: 5463.096680
	Iteration 59Q: 3 clusters Score -7622832 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 58025 members 
Entering Unmasked Estep 
Score: -7622843.000000 Penalty: 5463.096680
	Iteration 60F: 3 clusters Score -7622843 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 58055 members 
Entering Unmasked Estep 
Score: -7622857.500000 Penalty: 5463.096680
	Iteration 61Q: 3 clusters Score -7622858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
Score: -7622864.500000 Penalty: 5463.096680
	Iteration 62Q: 3 clusters Score -7622864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -7622858.000000 Penalty: 5463.096680
	Iteration 63Q: 3 clusters Score -7622858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 58133 members 
Entering Unmasked Estep 
Score: -7622866.000000 Penalty: 5463.096680
	Iteration 64Q: 3 clusters Score -7622866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 58150 members 
Entering Unmasked Estep 
Score: -7622876.000000 Penalty: 5463.096680
	Iteration 65Q: 3 clusters Score -7622876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 58163 members 
Entering Unmasked Estep 
Score: -7622895.000000 Penalty: 5463.096680
	Iteration 66Q: 3 clusters Score -7622895 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 58187 members 
Entering Unmasked Estep 
Score: -7622906.500000 Penalty: 5463.096680
	Iteration 67Q: 3 clusters Score -7622906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 58207 members 
Entering Unmasked Estep 
Score: -7622924.000000 Penalty: 5463.096680
	Iteration 68Q: 3 clusters Score -7622924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 58224 members 
Entering Unmasked Estep 
Score: -7622934.000000 Penalty: 5463.096680
	Iteration 69Q: 3 clusters Score -7622934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
Score: -7622940.000000 Penalty: 5463.096680
	Iteration 70Q: 3 clusters Score -7622940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 58248 members 
Entering Unmasked Estep 
Score: -7622939.500000 Penalty: 5463.096680
	Iteration 71Q: 3 clusters Score -7622940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 58257 members 
Entering Unmasked Estep 
Score: -7622940.000000 Penalty: 5463.096680
	Iteration 72Q: 3 clusters Score -7622940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 58270 members 
Entering Unmasked Estep 
Score: -7622949.500000 Penalty: 5463.096680
	Iteration 73Q: 3 clusters Score -7622950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 58282 members 
Entering Unmasked Estep 
Score: -7622941.000000 Penalty: 5463.096680
	Iteration 74Q: 3 clusters Score -7622941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -7622945.000000 Penalty: 5463.096680
	Iteration 75Q: 3 clusters Score -7622945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 58305 members 
Entering Unmasked Estep 
Score: -7622941.000000 Penalty: 5463.096680
	Iteration 76Q: 3 clusters Score -7622941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 58318 members 
Entering Unmasked Estep 
Score: -7622948.000000 Penalty: 5463.096680
	Iteration 77Q: 3 clusters Score -7622948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -7622948.500000 Penalty: 5463.096680
	Iteration 78Q: 3 clusters Score -7622948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 58336 members 
Entering Unmasked Estep 
Score: -7622950.500000 Penalty: 5463.096680
	Iteration 79Q: 3 clusters Score -7622950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 58342 members 
Entering Unmasked Estep 
Score: -7622960.000000 Penalty: 5463.096680
	Iteration 80F: 3 clusters Score -7622960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 58352 members 
Entering Unmasked Estep 
Score: -7622950.000000 Penalty: 5463.096680
	Iteration 81Q: 3 clusters Score -7622950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 58360 members 
Entering Unmasked Estep 
Score: -7622965.000000 Penalty: 5463.096680
	Iteration 82Q: 3 clusters Score -7622965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 58365 members 
Entering Unmasked Estep 
Score: -7622971.000000 Penalty: 5463.096680
	Iteration 83Q: 3 clusters Score -7622971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -7622977.500000 Penalty: 5463.096680
	Iteration 84Q: 3 clusters Score -7622978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 58385 members 
Entering Unmasked Estep 
Score: -7622992.500000 Penalty: 5463.096680
	Iteration 85Q: 3 clusters Score -7622992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -7622985.500000 Penalty: 5463.096680
	Iteration 86Q: 3 clusters Score -7622986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 58407 members 
Entering Unmasked Estep 
Score: -7622983.500000 Penalty: 5463.096680
	Iteration 87Q: 3 clusters Score -7622984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 58421 members 
Entering Unmasked Estep 
Score: -7622985.500000 Penalty: 5463.096680
	Iteration 88Q: 3 clusters Score -7622986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 58429 members 
Entering Unmasked Estep 
Score: -7622981.500000 Penalty: 5463.096680
	Iteration 89Q: 3 clusters Score -7622982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 58432 members 
Entering Unmasked Estep 
Score: -7622982.000000 Penalty: 5463.096680
	Iteration 90Q: 3 clusters Score -7622982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 58437 members 
Entering Unmasked Estep 
Score: -7622982.000000 Penalty: 5463.096680
	Iteration 91Q: 3 clusters Score -7622982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 58447 members 
Entering Unmasked Estep 
Score: -7622978.000000 Penalty: 5463.096680
	Iteration 92Q: 3 clusters Score -7622978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -7622989.000000 Penalty: 5463.096680
	Iteration 93Q: 3 clusters Score -7622989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 58468 members 
Entering Unmasked Estep 
Score: -7622993.500000 Penalty: 5463.096680
	Iteration 94Q: 3 clusters Score -7622994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 58478 members 
Entering Unmasked Estep 
Score: -7622994.000000 Penalty: 5463.096680
	Iteration 95Q: 3 clusters Score -7622994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 58487 members 
Entering Unmasked Estep 
Score: -7623008.000000 Penalty: 5463.096680
	Iteration 96Q: 3 clusters Score -7623008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 58495 members 
Entering Unmasked Estep 
Score: -7623000.000000 Penalty: 5463.096680
	Iteration 97Q: 3 clusters Score -7623000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -7623010.000000 Penalty: 5463.096680
	Iteration 98Q: 3 clusters Score -7623010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -7623012.000000 Penalty: 5463.096680
	Iteration 99Q: 3 clusters Score -7623012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 58498 members 
Entering Unmasked Estep 
Score: -7623009.500000 Penalty: 5463.096680
	Iteration 100F: 3 clusters Score -7623010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 58497 members 
Entering Unmasked Estep 
Score: -7623003.000000 Penalty: 5463.096680
	Iteration 101Q: 3 clusters Score -7623003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 58498 members 
Entering Unmasked Estep 
Score: -7623011.500000 Penalty: 5463.096680
	Iteration 102Q: 3 clusters Score -7623012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 58498 members 
Entering Unmasked Estep 
Score: -7623011.500000 Penalty: 5463.096680
	Iteration 103F: 3 clusters Score -7623012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (221529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221529 members 
Entering Unmasked Estep 
Score: -27513096.000000 Penalty: 3052.460449
	Iteration 0F: 2 clusters Score -2.75131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110999 members 
Mstep: Class 2 contains 110530 members 
Entering Unmasked Estep 
Score: -27367440.000000 Penalty: 6104.920898
	Iteration 0F: 3 clusters Score -2.736744e+07 nChanged 106708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114503 members 
Mstep: Class 2 contains 107026 members 
Entering Unmasked Estep 
Score: -27429272.000000 Penalty: 6104.920898
	Iteration 1F: 3 clusters Score -2.742927e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116821 members 
Mstep: Class 2 contains 104708 members 
Entering Unmasked Estep 
Score: -27430714.000000 Penalty: 6104.920898
	Iteration 2Q: 3 clusters Score -2.743071e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120396 members 
Mstep: Class 2 contains 101133 members 
Entering Unmasked Estep 
Score: -27432600.000000 Penalty: 6104.920898
	Iteration 3Q: 3 clusters Score -2.74326e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125868 members 
Mstep: Class 2 contains 95661 members 
Entering Unmasked Estep 
Score: -27435550.000000 Penalty: 6104.920898
	Iteration 4Q: 3 clusters Score -2.743555e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133868 members 
Mstep: Class 2 contains 87661 members 
Entering Unmasked Estep 
Score: -27440160.000000 Penalty: 6104.920898
	Iteration 5Q: 3 clusters Score -2.744016e+07 nChanged 12423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144995 members 
Mstep: Class 2 contains 76534 members 
Entering Unmasked Estep 
Score: -27447926.000000 Penalty: 6104.920898
	Iteration 6F: 3 clusters Score -2.744793e+07 nChanged 15017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159142 members 
Mstep: Class 2 contains 62387 members 
Entering Unmasked Estep 
Score: -27459302.000000 Penalty: 6104.920898
	Iteration 7F: 3 clusters Score -2.74593e+07 nChanged 16083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174623 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -27472824.000000 Penalty: 6104.920898
	Iteration 8F: 3 clusters Score -2.747282e+07 nChanged 14015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188148 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -27484904.000000 Penalty: 6104.920898
	Iteration 9F: 3 clusters Score -2.74849e+07 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197868 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -27493230.000000 Penalty: 6104.920898
	Iteration 10Q: 3 clusters Score -2.749323e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204213 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -27498480.000000 Penalty: 6104.920898
	Iteration 11Q: 3 clusters Score -2.749848e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208641 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -27502000.000000 Penalty: 6104.920898
	Iteration 12Q: 3 clusters Score -2.7502e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211830 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -27504496.000000 Penalty: 6104.920898
	Iteration 13Q: 3 clusters Score -2.75045e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214135 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -27506212.000000 Penalty: 6104.920898
	Iteration 14Q: 3 clusters Score -2.750621e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215857 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -27507432.000000 Penalty: 6104.920898
	Iteration 15Q: 3 clusters Score -2.750743e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217106 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -27508376.000000 Penalty: 6104.920898
	Iteration 16Q: 3 clusters Score -2.750838e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217999 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -27509046.000000 Penalty: 6104.920898
	Iteration 17Q: 3 clusters Score -2.750905e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218597 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -27509434.000000 Penalty: 6104.920898
	Iteration 18Q: 3 clusters Score -2.750943e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219012 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -27509694.000000 Penalty: 6104.920898
	Iteration 19Q: 3 clusters Score -2.750969e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219298 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -27509938.000000 Penalty: 6104.920898
	Iteration 20F: 3 clusters Score -2.750994e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219521 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -27510194.000000 Penalty: 6104.920898
	Iteration 21Q: 3 clusters Score -2.751019e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219683 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -27510390.000000 Penalty: 6104.920898
	Iteration 22Q: 3 clusters Score -2.751039e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219806 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -27510510.000000 Penalty: 6104.920898
	Iteration 23Q: 3 clusters Score -2.751051e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219874 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -27510550.000000 Penalty: 6104.920898
	Iteration 24Q: 3 clusters Score -2.751055e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219947 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -27510630.000000 Penalty: 6104.920898
	Iteration 25Q: 3 clusters Score -2.751063e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219992 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -27510702.000000 Penalty: 6104.920898
	Iteration 26Q: 3 clusters Score -2.75107e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220026 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -27510730.000000 Penalty: 6104.920898
	Iteration 27Q: 3 clusters Score -2.751073e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220057 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -27510742.000000 Penalty: 6104.920898
	Iteration 28Q: 3 clusters Score -2.751074e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220082 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -27510810.000000 Penalty: 6104.920898
	Iteration 29Q: 3 clusters Score -2.751081e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220083 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -27510830.000000 Penalty: 6104.920898
	Iteration 30Q: 3 clusters Score -2.751083e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220086 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -27510864.000000 Penalty: 6104.920898
	Iteration 31Q: 3 clusters Score -2.751086e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220093 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -27510912.000000 Penalty: 6104.920898
	Iteration 32Q: 3 clusters Score -2.751091e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220093 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -27510902.000000 Penalty: 6104.920898
	Iteration 33Q: 3 clusters Score -2.75109e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220098 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -27510948.000000 Penalty: 6104.920898
	Iteration 34Q: 3 clusters Score -2.751095e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220092 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -27510944.000000 Penalty: 6104.920898
	Iteration 35Q: 3 clusters Score -2.751094e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220089 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -27510940.000000 Penalty: 6104.920898
	Iteration 36Q: 3 clusters Score -2.751094e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220081 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -27510940.000000 Penalty: 6104.920898
	Iteration 37Q: 3 clusters Score -2.751094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220082 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -27510942.000000 Penalty: 6104.920898
	Iteration 38Q: 3 clusters Score -2.751094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220088 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -27510996.000000 Penalty: 6104.920898
	Iteration 39Q: 3 clusters Score -2.7511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220089 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -27511008.000000 Penalty: 6104.920898
	Iteration 40F: 3 clusters Score -2.751101e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220081 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -27511016.000000 Penalty: 6104.920898
	Iteration 41Q: 3 clusters Score -2.751102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220078 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -27511002.000000 Penalty: 6104.920898
	Iteration 42Q: 3 clusters Score -2.7511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220073 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -27510990.000000 Penalty: 6104.920898
	Iteration 43Q: 3 clusters Score -2.751099e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220065 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -27511016.000000 Penalty: 6104.920898
	Iteration 44Q: 3 clusters Score -2.751102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220056 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -27511036.000000 Penalty: 6104.920898
	Iteration 45Q: 3 clusters Score -2.751104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220048 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -27511028.000000 Penalty: 6104.920898
	Iteration 46Q: 3 clusters Score -2.751103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220041 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -27511056.000000 Penalty: 6104.920898
	Iteration 47Q: 3 clusters Score -2.751106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220033 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -27511050.000000 Penalty: 6104.920898
	Iteration 48Q: 3 clusters Score -2.751105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220026 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -27511052.000000 Penalty: 6104.920898
	Iteration 49Q: 3 clusters Score -2.751105e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220022 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -27511046.000000 Penalty: 6104.920898
	Iteration 50Q: 3 clusters Score -2.751105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220017 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -27511048.000000 Penalty: 6104.920898
	Iteration 51Q: 3 clusters Score -2.751105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220017 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -27511056.000000 Penalty: 6104.920898
	Iteration 52Q: 3 clusters Score -2.751106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220016 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -27511040.000000 Penalty: 6104.920898
	Iteration 53Q: 3 clusters Score -2.751104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220017 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -27511052.000000 Penalty: 6104.920898
	Iteration 54Q: 3 clusters Score -2.751105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220014 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -27511048.000000 Penalty: 6104.920898
	Iteration 55Q: 3 clusters Score -2.751105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220014 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -27511054.000000 Penalty: 6104.920898
	Iteration 56Q: 3 clusters Score -2.751105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220011 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -27511062.000000 Penalty: 6104.920898
	Iteration 57Q: 3 clusters Score -2.751106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220007 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -27511062.000000 Penalty: 6104.920898
	Iteration 58Q: 3 clusters Score -2.751106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219999 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -27511058.000000 Penalty: 6104.920898
	Iteration 59Q: 3 clusters Score -2.751106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219991 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -27511046.000000 Penalty: 6104.920898
	Iteration 60F: 3 clusters Score -2.751105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219982 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -27511078.000000 Penalty: 6104.920898
	Iteration 61Q: 3 clusters Score -2.751108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219980 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -27511060.000000 Penalty: 6104.920898
	Iteration 62Q: 3 clusters Score -2.751106e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219971 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -27511044.000000 Penalty: 6104.920898
	Iteration 63Q: 3 clusters Score -2.751104e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219959 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -27511034.000000 Penalty: 6104.920898
	Iteration 64Q: 3 clusters Score -2.751103e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219947 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -27511010.000000 Penalty: 6104.920898
	Iteration 65Q: 3 clusters Score -2.751101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219934 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -27511012.000000 Penalty: 6104.920898
	Iteration 66Q: 3 clusters Score -2.751101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219927 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -27511022.000000 Penalty: 6104.920898
	Iteration 67Q: 3 clusters Score -2.751102e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219920 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -27511018.000000 Penalty: 6104.920898
	Iteration 68Q: 3 clusters Score -2.751102e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219914 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -27511016.000000 Penalty: 6104.920898
	Iteration 69Q: 3 clusters Score -2.751102e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219902 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -27511040.000000 Penalty: 6104.920898
	Iteration 70Q: 3 clusters Score -2.751104e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219893 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -27511022.000000 Penalty: 6104.920898
	Iteration 71Q: 3 clusters Score -2.751102e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219884 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -27511038.000000 Penalty: 6104.920898
	Iteration 72Q: 3 clusters Score -2.751104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219872 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -27511038.000000 Penalty: 6104.920898
	Iteration 73Q: 3 clusters Score -2.751104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219864 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -27511022.000000 Penalty: 6104.920898
	Iteration 74Q: 3 clusters Score -2.751102e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219862 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -27511022.000000 Penalty: 6104.920898
	Iteration 75Q: 3 clusters Score -2.751102e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219859 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -27511038.000000 Penalty: 6104.920898
	Iteration 76Q: 3 clusters Score -2.751104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219858 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -27511032.000000 Penalty: 6104.920898
	Iteration 77Q: 3 clusters Score -2.751103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219854 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -27511032.000000 Penalty: 6104.920898
	Iteration 78Q: 3 clusters Score -2.751103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219853 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -27511026.000000 Penalty: 6104.920898
	Iteration 79Q: 3 clusters Score -2.751103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219852 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -27511018.000000 Penalty: 6104.920898
	Iteration 80F: 3 clusters Score -2.751102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219847 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -27511030.000000 Penalty: 6104.920898
	Iteration 81Q: 3 clusters Score -2.751103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219843 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -27511018.000000 Penalty: 6104.920898
	Iteration 82Q: 3 clusters Score -2.751102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219841 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -27511018.000000 Penalty: 6104.920898
	Iteration 83Q: 3 clusters Score -2.751102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219840 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -27511008.000000 Penalty: 6104.920898
	Iteration 84Q: 3 clusters Score -2.751101e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219840 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -27511008.000000 Penalty: 6104.920898
	Iteration 85F: 3 clusters Score -2.751101e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Entering Unmasked Estep 
Score: -1187723.500000 Penalty: 2283.518799
	Iteration 0F: 2 clusters Score -1187724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1180031.875000 Penalty: 4567.037598
	Iteration 0F: 3 clusters Score -1180032 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1182337.000000 Penalty: 4567.037598
	Iteration 1F: 3 clusters Score -1182337 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1182771.125000 Penalty: 4567.037598
	Iteration 2F: 3 clusters Score -1182771 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1183133.375000 Penalty: 4567.037598
	Iteration 3F: 3 clusters Score -1183133 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1183447.500000 Penalty: 4567.037598
	Iteration 4F: 3 clusters Score -1183448 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1183783.875000 Penalty: 4567.037598
	Iteration 5F: 3 clusters Score -1183784 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1184101.125000 Penalty: 4567.037598
	Iteration 6F: 3 clusters Score -1184101 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1184379.875000 Penalty: 4567.037598
	Iteration 7Q: 3 clusters Score -1184380 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1184637.875000 Penalty: 4567.037598
	Iteration 8Q: 3 clusters Score -1184638 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1184892.625000 Penalty: 4567.037598
	Iteration 9Q: 3 clusters Score -1184893 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1185101.375000 Penalty: 4567.037598
	Iteration 10Q: 3 clusters Score -1185101 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1185289.500000 Penalty: 4567.037598
	Iteration 11Q: 3 clusters Score -1185290 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1185429.625000 Penalty: 4567.037598
	Iteration 12Q: 3 clusters Score -1185430 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1185529.250000 Penalty: 4567.037598
	Iteration 13Q: 3 clusters Score -1185529 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1185610.375000 Penalty: 4567.037598
	Iteration 14Q: 3 clusters Score -1185610 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1185678.000000 Penalty: 4567.037598
	Iteration 15Q: 3 clusters Score -1185678 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1185729.250000 Penalty: 4567.037598
	Iteration 16Q: 3 clusters Score -1185729 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1185774.250000 Penalty: 4567.037598
	Iteration 17Q: 3 clusters Score -1185774 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1185809.250000 Penalty: 4567.037598
	Iteration 18Q: 3 clusters Score -1185809 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1185849.750000 Penalty: 4567.037598
	Iteration 19Q: 3 clusters Score -1185850 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1185888.125000 Penalty: 4567.037598
	Iteration 20F: 3 clusters Score -1185888 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1185920.875000 Penalty: 4567.037598
	Iteration 21Q: 3 clusters Score -1185921 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1185945.750000 Penalty: 4567.037598
	Iteration 22Q: 3 clusters Score -1185946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1185957.500000 Penalty: 4567.037598
	Iteration 23Q: 3 clusters Score -1185958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1185966.875000 Penalty: 4567.037598
	Iteration 24Q: 3 clusters Score -1185967 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1185978.125000 Penalty: 4567.037598
	Iteration 25Q: 3 clusters Score -1185978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1185993.625000 Penalty: 4567.037598
	Iteration 26Q: 3 clusters Score -1185994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1186002.375000 Penalty: 4567.037598
	Iteration 27Q: 3 clusters Score -1186002 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1186006.500000 Penalty: 4567.037598
	Iteration 28Q: 3 clusters Score -1186006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1186017.250000 Penalty: 4567.037598
	Iteration 29Q: 3 clusters Score -1186017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1186019.250000 Penalty: 4567.037598
	Iteration 30Q: 3 clusters Score -1186019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1186024.500000 Penalty: 4567.037598
	Iteration 31Q: 3 clusters Score -1186024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1186029.500000 Penalty: 4567.037598
	Iteration 32Q: 3 clusters Score -1186030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1186027.250000 Penalty: 4567.037598
	Iteration 33Q: 3 clusters Score -1186027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1186027.250000 Penalty: 4567.037598
	Iteration 34Q: 3 clusters Score -1186027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1186029.875000 Penalty: 4567.037598
	Iteration 35Q: 3 clusters Score -1186030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1186031.000000 Penalty: 4567.037598
	Iteration 36Q: 3 clusters Score -1186031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1186029.375000 Penalty: 4567.037598
	Iteration 37Q: 3 clusters Score -1186029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1186030.875000 Penalty: 4567.037598
	Iteration 38Q: 3 clusters Score -1186031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1186032.125000 Penalty: 4567.037598
	Iteration 39Q: 3 clusters Score -1186032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1186034.000000 Penalty: 4567.037598
	Iteration 40F: 3 clusters Score -1186034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1186036.125000 Penalty: 4567.037598
	Iteration 41Q: 3 clusters Score -1186036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1186036.625000 Penalty: 4567.037598
	Iteration 42Q: 3 clusters Score -1186037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1186039.000000 Penalty: 4567.037598
	Iteration 43Q: 3 clusters Score -1186039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1186040.125000 Penalty: 4567.037598
	Iteration 44Q: 3 clusters Score -1186040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1186039.375000 Penalty: 4567.037598
	Iteration 45Q: 3 clusters Score -1186039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1186042.375000 Penalty: 4567.037598
	Iteration 46Q: 3 clusters Score -1186042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1186048.000000 Penalty: 4567.037598
	Iteration 47Q: 3 clusters Score -1186048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1186050.625000 Penalty: 4567.037598
	Iteration 48Q: 3 clusters Score -1186051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1186056.000000 Penalty: 4567.037598
	Iteration 49Q: 3 clusters Score -1186056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1186059.625000 Penalty: 4567.037598
	Iteration 50Q: 3 clusters Score -1186060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1186057.750000 Penalty: 4567.037598
	Iteration 51Q: 3 clusters Score -1186058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1186057.375000 Penalty: 4567.037598
	Iteration 52Q: 3 clusters Score -1186057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1186058.750000 Penalty: 4567.037598
	Iteration 53Q: 3 clusters Score -1186059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1186059.000000 Penalty: 4567.037598
	Iteration 54Q: 3 clusters Score -1186059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1186061.375000 Penalty: 4567.037598
	Iteration 55Q: 3 clusters Score -1186061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1186060.875000 Penalty: 4567.037598
	Iteration 56Q: 3 clusters Score -1186061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1186063.125000 Penalty: 4567.037598
	Iteration 57Q: 3 clusters Score -1186063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1186062.125000 Penalty: 4567.037598
	Iteration 58Q: 3 clusters Score -1186062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1186063.625000 Penalty: 4567.037598
	Iteration 59Q: 3 clusters Score -1186064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1186068.750000 Penalty: 4567.037598
	Iteration 60F: 3 clusters Score -1186069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1186067.000000 Penalty: 4567.037598
	Iteration 61Q: 3 clusters Score -1186067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1186070.875000 Penalty: 4567.037598
	Iteration 62Q: 3 clusters Score -1186071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1186070.000000 Penalty: 4567.037598
	Iteration 63Q: 3 clusters Score -1186070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1186071.250000 Penalty: 4567.037598
	Iteration 64Q: 3 clusters Score -1186071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1186073.125000 Penalty: 4567.037598
	Iteration 65Q: 3 clusters Score -1186073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1186072.875000 Penalty: 4567.037598
	Iteration 66Q: 3 clusters Score -1186073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1186073.000000 Penalty: 4567.037598
	Iteration 67Q: 3 clusters Score -1186073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1186073.625000 Penalty: 4567.037598
	Iteration 68Q: 3 clusters Score -1186074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1186074.750000 Penalty: 4567.037598
	Iteration 69Q: 3 clusters Score -1186075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1186074.000000 Penalty: 4567.037598
	Iteration 70Q: 3 clusters Score -1186074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1186074.375000 Penalty: 4567.037598
	Iteration 71Q: 3 clusters Score -1186074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1186076.625000 Penalty: 4567.037598
	Iteration 72Q: 3 clusters Score -1186077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1186076.625000 Penalty: 4567.037598
	Iteration 73F: 3 clusters Score -1186077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Entering Unmasked Estep 
Score: -3479232.000000 Penalty: 2534.391113
	Iteration 0F: 2 clusters Score -3479232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3460394.750000 Penalty: 5068.782227
	Iteration 0F: 3 clusters Score -3460395 nChanged 12273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3467003.750000 Penalty: 5068.782227
	Iteration 1F: 3 clusters Score -3467004 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3467541.750000 Penalty: 5068.782227
	Iteration 2F: 3 clusters Score -3467542 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -3468114.250000 Penalty: 5068.782227
	Iteration 3Q: 3 clusters Score -3468114 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -3468695.750000 Penalty: 5068.782227
	Iteration 4Q: 3 clusters Score -3468696 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3469356.750000 Penalty: 5068.782227
	Iteration 5Q: 3 clusters Score -3469357 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -3470158.500000 Penalty: 5068.782227
	Iteration 6F: 3 clusters Score -3470158 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -3471136.250000 Penalty: 5068.782227
	Iteration 7F: 3 clusters Score -3471136 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -3472243.000000 Penalty: 5068.782227
	Iteration 8F: 3 clusters Score -3472243 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -3473347.000000 Penalty: 5068.782227
	Iteration 9F: 3 clusters Score -3473347 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -3474306.500000 Penalty: 5068.782227
	Iteration 10Q: 3 clusters Score -3474306 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -3474895.750000 Penalty: 5068.782227
	Iteration 11Q: 3 clusters Score -3474896 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -3475192.000000 Penalty: 5068.782227
	Iteration 12Q: 3 clusters Score -3475192 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -3475389.750000 Penalty: 5068.782227
	Iteration 13Q: 3 clusters Score -3475390 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -3475551.750000 Penalty: 5068.782227
	Iteration 14Q: 3 clusters Score -3475552 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -3475716.000000 Penalty: 5068.782227
	Iteration 15Q: 3 clusters Score -3475716 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -3475855.000000 Penalty: 5068.782227
	Iteration 16Q: 3 clusters Score -3475855 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -3475990.500000 Penalty: 5068.782227
	Iteration 17Q: 3 clusters Score -3475990 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -3476089.750000 Penalty: 5068.782227
	Iteration 18Q: 3 clusters Score -3476090 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -3476188.250000 Penalty: 5068.782227
	Iteration 19Q: 3 clusters Score -3476188 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -3476276.250000 Penalty: 5068.782227
	Iteration 20F: 3 clusters Score -3476276 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -3476340.500000 Penalty: 5068.782227
	Iteration 21Q: 3 clusters Score -3476340 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3476389.500000 Penalty: 5068.782227
	Iteration 22Q: 3 clusters Score -3476390 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3476444.750000 Penalty: 5068.782227
	Iteration 23Q: 3 clusters Score -3476445 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3476513.500000 Penalty: 5068.782227
	Iteration 24Q: 3 clusters Score -3476514 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -3476558.500000 Penalty: 5068.782227
	Iteration 25Q: 3 clusters Score -3476558 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3476621.000000 Penalty: 5068.782227
	Iteration 26Q: 3 clusters Score -3476621 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -3476682.250000 Penalty: 5068.782227
	Iteration 27Q: 3 clusters Score -3476682 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3476740.750000 Penalty: 5068.782227
	Iteration 28Q: 3 clusters Score -3476741 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3476782.250000 Penalty: 5068.782227
	Iteration 29Q: 3 clusters Score -3476782 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3476822.000000 Penalty: 5068.782227
	Iteration 30Q: 3 clusters Score -3476822 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3476879.750000 Penalty: 5068.782227
	Iteration 31Q: 3 clusters Score -3476880 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3476937.500000 Penalty: 5068.782227
	Iteration 32Q: 3 clusters Score -3476938 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3476988.000000 Penalty: 5068.782227
	Iteration 33Q: 3 clusters Score -3476988 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3477024.500000 Penalty: 5068.782227
	Iteration 34Q: 3 clusters Score -3477024 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3477061.250000 Penalty: 5068.782227
	Iteration 35Q: 3 clusters Score -3477061 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3477098.000000 Penalty: 5068.782227
	Iteration 36Q: 3 clusters Score -3477098 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3477124.250000 Penalty: 5068.782227
	Iteration 37Q: 3 clusters Score -3477124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3477148.250000 Penalty: 5068.782227
	Iteration 38Q: 3 clusters Score -3477148 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3477182.000000 Penalty: 5068.782227
	Iteration 39Q: 3 clusters Score -3477182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3477211.250000 Penalty: 5068.782227
	Iteration 40F: 3 clusters Score -3477211 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3477231.500000 Penalty: 5068.782227
	Iteration 41Q: 3 clusters Score -3477232 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3477245.000000 Penalty: 5068.782227
	Iteration 42Q: 3 clusters Score -3477245 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3477251.000000 Penalty: 5068.782227
	Iteration 43Q: 3 clusters Score -3477251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3477264.750000 Penalty: 5068.782227
	Iteration 44Q: 3 clusters Score -3477265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3477268.500000 Penalty: 5068.782227
	Iteration 45Q: 3 clusters Score -3477268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3477276.500000 Penalty: 5068.782227
	Iteration 46Q: 3 clusters Score -3477276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3477287.500000 Penalty: 5068.782227
	Iteration 47Q: 3 clusters Score -3477288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3477294.750000 Penalty: 5068.782227
	Iteration 48Q: 3 clusters Score -3477295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3477295.750000 Penalty: 5068.782227
	Iteration 49Q: 3 clusters Score -3477296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3477304.000000 Penalty: 5068.782227
	Iteration 50Q: 3 clusters Score -3477304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3477309.000000 Penalty: 5068.782227
	Iteration 51Q: 3 clusters Score -3477309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3477311.750000 Penalty: 5068.782227
	Iteration 52Q: 3 clusters Score -3477312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3477316.250000 Penalty: 5068.782227
	Iteration 53Q: 3 clusters Score -3477316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3477318.250000 Penalty: 5068.782227
	Iteration 54Q: 3 clusters Score -3477318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3477316.750000 Penalty: 5068.782227
	Iteration 55Q: 3 clusters Score -3477317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3477318.750000 Penalty: 5068.782227
	Iteration 56Q: 3 clusters Score -3477319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3477320.000000 Penalty: 5068.782227
	Iteration 57Q: 3 clusters Score -3477320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3477320.250000 Penalty: 5068.782227
	Iteration 58Q: 3 clusters Score -3477320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3477320.250000 Penalty: 5068.782227
	Iteration 59F: 3 clusters Score -3477320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (197513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197513 members 
Entering Unmasked Estep 
Score: -24596084.000000 Penalty: 3024.002686
	Iteration 0F: 2 clusters Score -2.459608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98969 members 
Mstep: Class 2 contains 98544 members 
Entering Unmasked Estep 
Score: -24468706.000000 Penalty: 6048.005371
	Iteration 0F: 3 clusters Score -2.446871e+07 nChanged 94819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101346 members 
Mstep: Class 2 contains 96167 members 
Entering Unmasked Estep 
Score: -24525556.000000 Penalty: 6048.005371
	Iteration 1F: 3 clusters Score -2.452556e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102517 members 
Mstep: Class 2 contains 94996 members 
Entering Unmasked Estep 
Score: -24529004.000000 Penalty: 6048.005371
	Iteration 2Q: 3 clusters Score -2.4529e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103732 members 
Mstep: Class 2 contains 93781 members 
Entering Unmasked Estep 
Score: -24533824.000000 Penalty: 6048.005371
	Iteration 3Q: 3 clusters Score -2.453382e+07 nChanged 10184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104570 members 
Mstep: Class 2 contains 92943 members 
Entering Unmasked Estep 
Score: -24539550.000000 Penalty: 6048.005371
	Iteration 4F: 3 clusters Score -2.453955e+07 nChanged 11443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104637 members 
Mstep: Class 2 contains 92876 members 
Entering Unmasked Estep 
Score: -24546132.000000 Penalty: 6048.005371
	Iteration 5F: 3 clusters Score -2.454613e+07 nChanged 12462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103663 members 
Mstep: Class 2 contains 93850 members 
Entering Unmasked Estep 
Score: -24553780.000000 Penalty: 6048.005371
	Iteration 6F: 3 clusters Score -2.455378e+07 nChanged 13050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101263 members 
Mstep: Class 2 contains 96250 members 
Entering Unmasked Estep 
Score: -24562022.000000 Penalty: 6048.005371
	Iteration 7F: 3 clusters Score -2.456202e+07 nChanged 12288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98067 members 
Mstep: Class 2 contains 99446 members 
Entering Unmasked Estep 
Score: -24569484.000000 Penalty: 6048.005371
	Iteration 8F: 3 clusters Score -2.456948e+07 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94847 members 
Mstep: Class 2 contains 102666 members 
Entering Unmasked Estep 
Score: -24574092.000000 Penalty: 6048.005371
	Iteration 9Q: 3 clusters Score -2.457409e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91884 members 
Mstep: Class 2 contains 105629 members 
Entering Unmasked Estep 
Score: -24576198.000000 Penalty: 6048.005371
	Iteration 10Q: 3 clusters Score -2.45762e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88934 members 
Mstep: Class 2 contains 108579 members 
Entering Unmasked Estep 
Score: -24577422.000000 Penalty: 6048.005371
	Iteration 11Q: 3 clusters Score -2.457742e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 111580 members 
Entering Unmasked Estep 
Score: -24578616.000000 Penalty: 6048.005371
	Iteration 12Q: 3 clusters Score -2.457862e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82853 members 
Mstep: Class 2 contains 114660 members 
Entering Unmasked Estep 
Score: -24579696.000000 Penalty: 6048.005371
	Iteration 13Q: 3 clusters Score -2.45797e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79732 members 
Mstep: Class 2 contains 117781 members 
Entering Unmasked Estep 
Score: -24580872.000000 Penalty: 6048.005371
	Iteration 14Q: 3 clusters Score -2.458087e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76666 members 
Mstep: Class 2 contains 120847 members 
Entering Unmasked Estep 
Score: -24582028.000000 Penalty: 6048.005371
	Iteration 15Q: 3 clusters Score -2.458203e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73594 members 
Mstep: Class 2 contains 123919 members 
Entering Unmasked Estep 
Score: -24583084.000000 Penalty: 6048.005371
	Iteration 16Q: 3 clusters Score -2.458308e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70571 members 
Mstep: Class 2 contains 126942 members 
Entering Unmasked Estep 
Score: -24584000.000000 Penalty: 6048.005371
	Iteration 17Q: 3 clusters Score -2.4584e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67461 members 
Mstep: Class 2 contains 130052 members 
Entering Unmasked Estep 
Score: -24585190.000000 Penalty: 6048.005371
	Iteration 18Q: 3 clusters Score -2.458519e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64244 members 
Mstep: Class 2 contains 133269 members 
Entering Unmasked Estep 
Score: -24586346.000000 Penalty: 6048.005371
	Iteration 19Q: 3 clusters Score -2.458635e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Mstep: Class 2 contains 136384 members 
Entering Unmasked Estep 
Score: -24587156.000000 Penalty: 6048.005371
	Iteration 20F: 3 clusters Score -2.458716e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58076 members 
Mstep: Class 2 contains 139437 members 
Entering Unmasked Estep 
Score: -24588090.000000 Penalty: 6048.005371
	Iteration 21Q: 3 clusters Score -2.458809e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 142465 members 
Entering Unmasked Estep 
Score: -24588924.000000 Penalty: 6048.005371
	Iteration 22Q: 3 clusters Score -2.458892e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52166 members 
Mstep: Class 2 contains 145347 members 
Entering Unmasked Estep 
Score: -24589880.000000 Penalty: 6048.005371
	Iteration 23Q: 3 clusters Score -2.458988e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 148254 members 
Entering Unmasked Estep 
Score: -24591052.000000 Penalty: 6048.005371
	Iteration 24Q: 3 clusters Score -2.459105e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 151318 members 
Entering Unmasked Estep 
Score: -24591872.000000 Penalty: 6048.005371
	Iteration 25Q: 3 clusters Score -2.459187e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 154328 members 
Entering Unmasked Estep 
Score: -24592746.000000 Penalty: 6048.005371
	Iteration 26Q: 3 clusters Score -2.459275e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 157534 members 
Entering Unmasked Estep 
Score: -24593686.000000 Penalty: 6048.005371
	Iteration 27Q: 3 clusters Score -2.459369e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 160832 members 
Entering Unmasked Estep 
Score: -24594606.000000 Penalty: 6048.005371
	Iteration 28Q: 3 clusters Score -2.459461e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 164205 members 
Entering Unmasked Estep 
Score: -24595600.000000 Penalty: 6048.005371
	Iteration 29Q: 3 clusters Score -2.45956e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 167539 members 
Entering Unmasked Estep 
Score: -24596488.000000 Penalty: 6048.005371
	Iteration 30Q: 3 clusters Score -2.459649e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 170832 members 
Entering Unmasked Estep 
Score: -24597544.000000 Penalty: 6048.005371
	Iteration 31Q: 3 clusters Score -2.459754e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 173955 members 
Entering Unmasked Estep 
Score: -24598186.000000 Penalty: 6048.005371
	Iteration 32Q: 3 clusters Score -2.459819e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 176684 members 
Entering Unmasked Estep 
Score: -24598648.000000 Penalty: 6048.005371
	Iteration 33Q: 3 clusters Score -2.459865e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 178911 members 
Entering Unmasked Estep 
Score: -24599048.000000 Penalty: 6048.005371
	Iteration 34Q: 3 clusters Score -2.459905e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 180675 members 
Entering Unmasked Estep 
Score: -24599206.000000 Penalty: 6048.005371
	Iteration 35Q: 3 clusters Score -2.459921e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 182025 members 
Entering Unmasked Estep 
Score: -24599286.000000 Penalty: 6048.005371
	Iteration 36Q: 3 clusters Score -2.459929e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 182978 members 
Entering Unmasked Estep 
Score: -24599172.000000 Penalty: 6048.005371
	Iteration 37Q: 3 clusters Score -2.459917e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 183680 members 
Entering Unmasked Estep 
Score: -24599148.000000 Penalty: 6048.005371
	Iteration 38Q: 3 clusters Score -2.459915e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 184196 members 
Entering Unmasked Estep 
Score: -24599096.000000 Penalty: 6048.005371
	Iteration 39Q: 3 clusters Score -2.45991e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 184560 members 
Entering Unmasked Estep 
Score: -24599724.000000 Penalty: 6048.005371
	Iteration 40F: 3 clusters Score -2.459972e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 185787 members 
Entering Unmasked Estep 
Score: -24599970.000000 Penalty: 6048.005371
	Iteration 41Q: 3 clusters Score -2.459997e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 186825 members 
Entering Unmasked Estep 
Score: -24600240.000000 Penalty: 6048.005371
	Iteration 42Q: 3 clusters Score -2.460024e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 187678 members 
Entering Unmasked Estep 
Score: -24600238.000000 Penalty: 6048.005371
	Iteration 43Q: 3 clusters Score -2.460024e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 188388 members 
Entering Unmasked Estep 
Score: -24600144.000000 Penalty: 6048.005371
	Iteration 44Q: 3 clusters Score -2.460014e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 188940 members 
Entering Unmasked Estep 
Score: -24600148.000000 Penalty: 6048.005371
	Iteration 45Q: 3 clusters Score -2.460015e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 189379 members 
Entering Unmasked Estep 
Score: -24600054.000000 Penalty: 6048.005371
	Iteration 46Q: 3 clusters Score -2.460005e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 189717 members 
Entering Unmasked Estep 
Score: -24600050.000000 Penalty: 6048.005371
	Iteration 47Q: 3 clusters Score -2.460005e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 189956 members 
Entering Unmasked Estep 
Score: -24600092.000000 Penalty: 6048.005371
	Iteration 48Q: 3 clusters Score -2.460009e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 190163 members 
Entering Unmasked Estep 
Score: -24600044.000000 Penalty: 6048.005371
	Iteration 49Q: 3 clusters Score -2.460004e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 190309 members 
Entering Unmasked Estep 
Score: -24599996.000000 Penalty: 6048.005371
	Iteration 50Q: 3 clusters Score -2.46e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 190410 members 
Entering Unmasked Estep 
Score: -24599968.000000 Penalty: 6048.005371
	Iteration 51Q: 3 clusters Score -2.459997e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 190500 members 
Entering Unmasked Estep 
Score: -24599936.000000 Penalty: 6048.005371
	Iteration 52Q: 3 clusters Score -2.459994e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 190564 members 
Entering Unmasked Estep 
Score: -24599934.000000 Penalty: 6048.005371
	Iteration 53Q: 3 clusters Score -2.459993e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 190616 members 
Entering Unmasked Estep 
Score: -24599980.000000 Penalty: 6048.005371
	Iteration 54Q: 3 clusters Score -2.459998e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 190658 members 
Entering Unmasked Estep 
Score: -24599980.000000 Penalty: 6048.005371
	Iteration 55Q: 3 clusters Score -2.459998e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 190709 members 
Entering Unmasked Estep 
Score: -24599914.000000 Penalty: 6048.005371
	Iteration 56Q: 3 clusters Score -2.459991e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 190771 members 
Entering Unmasked Estep 
Score: -24599894.000000 Penalty: 6048.005371
	Iteration 57Q: 3 clusters Score -2.459989e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 190802 members 
Entering Unmasked Estep 
Score: -24599854.000000 Penalty: 6048.005371
	Iteration 58Q: 3 clusters Score -2.459985e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 190829 members 
Entering Unmasked Estep 
Score: -24599834.000000 Penalty: 6048.005371
	Iteration 59Q: 3 clusters Score -2.459983e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 190856 members 
Entering Unmasked Estep 
Score: -24599844.000000 Penalty: 6048.005371
	Iteration 60F: 3 clusters Score -2.459984e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 190863 members 
Entering Unmasked Estep 
Score: -24599868.000000 Penalty: 6048.005371
	Iteration 61Q: 3 clusters Score -2.459987e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 190877 members 
Entering Unmasked Estep 
Score: -24599822.000000 Penalty: 6048.005371
	Iteration 62Q: 3 clusters Score -2.459982e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 190905 members 
Entering Unmasked Estep 
Score: -24599796.000000 Penalty: 6048.005371
	Iteration 63Q: 3 clusters Score -2.45998e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 190919 members 
Entering Unmasked Estep 
Score: -24599778.000000 Penalty: 6048.005371
	Iteration 64Q: 3 clusters Score -2.459978e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 190926 members 
Entering Unmasked Estep 
Score: -24599794.000000 Penalty: 6048.005371
	Iteration 65Q: 3 clusters Score -2.459979e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 190935 members 
Entering Unmasked Estep 
Score: -24599780.000000 Penalty: 6048.005371
	Iteration 66Q: 3 clusters Score -2.459978e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 190949 members 
Entering Unmasked Estep 
Score: -24599758.000000 Penalty: 6048.005371
	Iteration 67Q: 3 clusters Score -2.459976e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 190950 members 
Entering Unmasked Estep 
Score: -24599764.000000 Penalty: 6048.005371
	Iteration 68Q: 3 clusters Score -2.459976e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 190960 members 
Entering Unmasked Estep 
Score: -24599758.000000 Penalty: 6048.005371
	Iteration 69Q: 3 clusters Score -2.459976e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 190971 members 
Entering Unmasked Estep 
Score: -24599748.000000 Penalty: 6048.005371
	Iteration 70Q: 3 clusters Score -2.459975e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 190972 members 
Entering Unmasked Estep 
Score: -24599762.000000 Penalty: 6048.005371
	Iteration 71Q: 3 clusters Score -2.459976e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 190967 members 
Entering Unmasked Estep 
Score: -24599718.000000 Penalty: 6048.005371
	Iteration 72Q: 3 clusters Score -2.459972e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 190974 members 
Entering Unmasked Estep 
Score: -24599752.000000 Penalty: 6048.005371
	Iteration 73Q: 3 clusters Score -2.459975e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 190976 members 
Entering Unmasked Estep 
Score: -24599734.000000 Penalty: 6048.005371
	Iteration 74Q: 3 clusters Score -2.459973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 190979 members 
Entering Unmasked Estep 
Score: -24599748.000000 Penalty: 6048.005371
	Iteration 75Q: 3 clusters Score -2.459975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 190982 members 
Entering Unmasked Estep 
Score: -24599720.000000 Penalty: 6048.005371
	Iteration 76Q: 3 clusters Score -2.459972e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 190978 members 
Entering Unmasked Estep 
Score: -24599716.000000 Penalty: 6048.005371
	Iteration 77Q: 3 clusters Score -2.459972e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 190974 members 
Entering Unmasked Estep 
Score: -24599690.000000 Penalty: 6048.005371
	Iteration 78Q: 3 clusters Score -2.459969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 190974 members 
Entering Unmasked Estep 
Score: -24599704.000000 Penalty: 6048.005371
	Iteration 79Q: 3 clusters Score -2.45997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 190977 members 
Entering Unmasked Estep 
Score: -24599700.000000 Penalty: 6048.005371
	Iteration 80F: 3 clusters Score -2.45997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 190979 members 
Entering Unmasked Estep 
Score: -24599736.000000 Penalty: 6048.005371
	Iteration 81Q: 3 clusters Score -2.459974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 190978 members 
Entering Unmasked Estep 
Score: -24599726.000000 Penalty: 6048.005371
	Iteration 82Q: 3 clusters Score -2.459973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 190978 members 
Entering Unmasked Estep 
Score: -24599726.000000 Penalty: 6048.005371
	Iteration 83Q: 3 clusters Score -2.459973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 190977 members 
Entering Unmasked Estep 
Score: -24599720.000000 Penalty: 6048.005371
	Iteration 84Q: 3 clusters Score -2.459972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 190976 members 
Entering Unmasked Estep 
Score: -24599740.000000 Penalty: 6048.005371
	Iteration 85Q: 3 clusters Score -2.459974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 190974 members 
Entering Unmasked Estep 
Score: -24599738.000000 Penalty: 6048.005371
	Iteration 86Q: 3 clusters Score -2.459974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 190976 members 
Entering Unmasked Estep 
Score: -24599742.000000 Penalty: 6048.005371
	Iteration 87Q: 3 clusters Score -2.459974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 190977 members 
Entering Unmasked Estep 
Score: -24599746.000000 Penalty: 6048.005371
	Iteration 88Q: 3 clusters Score -2.459975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 190978 members 
Entering Unmasked Estep 
Score: -24599742.000000 Penalty: 6048.005371
	Iteration 89Q: 3 clusters Score -2.459974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 190978 members 
Entering Unmasked Estep 
Score: -24599742.000000 Penalty: 6048.005371
	Iteration 90F: 3 clusters Score -2.459974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1743 members 
Mstep: Class 3 contains 11492 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 9063 members 
Mstep: Class 6 contains 4160 members 
Mstep: Class 7 contains 160407 members 
Mstep: Class 8 contains 2014 members 
Mstep: Class 9 contains 34794 members 
Mstep: Class 10 contains 317429 members 
Mstep: Class 11 contains 60737 members 
Mstep: Class 12 contains 221529 members 
Mstep: Class 13 contains 9974 members 
Mstep: Class 14 contains 27428 members 
Mstep: Class 15 contains 6535 members 
Mstep: Class 16 contains 19913 members 
Mstep: Class 17 contains 47524 members 
Mstep: Class 18 contains 88058 members 
Mstep: Class 19 contains 23387 members 
Mstep: Class 20 contains 17955 members 
Mstep: Class 21 contains 3992 members 
Mstep: Class 22 contains 778 members 
Mstep: Class 23 contains 190978 members 
Entering Unmasked Estep 
Score: -154515824.000000 Penalty: 80185.554688
Splitting cluster 15 changes total score from -154501184.000000 to -154515824.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (19913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Entering Unmasked Estep 
Score: -2418879.250000 Penalty: 2454.983643
	Iteration 0F: 2 clusters Score -2418879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2404808.000000 Penalty: 4909.967285
	Iteration 0F: 3 clusters Score -2404808 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2409614.250000 Penalty: 4909.967285
	Iteration 1F: 3 clusters Score -2409614 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2410117.500000 Penalty: 4909.967285
	Iteration 2F: 3 clusters Score -2410118 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2410564.750000 Penalty: 4909.967285
	Iteration 3F: 3 clusters Score -2410565 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2410971.250000 Penalty: 4909.967285
	Iteration 4Q: 3 clusters Score -2410971 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2411424.500000 Penalty: 4909.967285
	Iteration 5Q: 3 clusters Score -2411424 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2411809.750000 Penalty: 4909.967285
	Iteration 6Q: 3 clusters Score -2411810 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2412167.500000 Penalty: 4909.967285
	Iteration 7Q: 3 clusters Score -2412168 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2412581.000000 Penalty: 4909.967285
	Iteration 8Q: 3 clusters Score -2412581 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2413023.250000 Penalty: 4909.967285
	Iteration 9Q: 3 clusters Score -2413023 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2413438.250000 Penalty: 4909.967285
	Iteration 10Q: 3 clusters Score -2413438 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2413786.000000 Penalty: 4909.967285
	Iteration 11Q: 3 clusters Score -2413786 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2414075.250000 Penalty: 4909.967285
	Iteration 12Q: 3 clusters Score -2414075 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2414310.250000 Penalty: 4909.967285
	Iteration 13Q: 3 clusters Score -2414310 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2414525.000000 Penalty: 4909.967285
	Iteration 14Q: 3 clusters Score -2414525 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2414710.500000 Penalty: 4909.967285
	Iteration 15Q: 3 clusters Score -2414710 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2414882.500000 Penalty: 4909.967285
	Iteration 16Q: 3 clusters Score -2414882 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2415078.750000 Penalty: 4909.967285
	Iteration 17Q: 3 clusters Score -2415079 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2415265.250000 Penalty: 4909.967285
	Iteration 18Q: 3 clusters Score -2415265 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2415452.500000 Penalty: 4909.967285
	Iteration 19Q: 3 clusters Score -2415452 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2415632.250000 Penalty: 4909.967285
	Iteration 20F: 3 clusters Score -2415632 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2415812.750000 Penalty: 4909.967285
	Iteration 21Q: 3 clusters Score -2415813 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2415992.000000 Penalty: 4909.967285
	Iteration 22Q: 3 clusters Score -2415992 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2416168.250000 Penalty: 4909.967285
	Iteration 23Q: 3 clusters Score -2416168 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2416306.250000 Penalty: 4909.967285
	Iteration 24Q: 3 clusters Score -2416306 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2416440.250000 Penalty: 4909.967285
	Iteration 25Q: 3 clusters Score -2416440 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2416572.000000 Penalty: 4909.967285
	Iteration 26Q: 3 clusters Score -2416572 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2416657.750000 Penalty: 4909.967285
	Iteration 27Q: 3 clusters Score -2416658 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2416703.750000 Penalty: 4909.967285
	Iteration 28Q: 3 clusters Score -2416704 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2416748.500000 Penalty: 4909.967285
	Iteration 29Q: 3 clusters Score -2416748 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2416769.250000 Penalty: 4909.967285
	Iteration 30Q: 3 clusters Score -2416769 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2416785.000000 Penalty: 4909.967285
	Iteration 31Q: 3 clusters Score -2416785 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2416791.500000 Penalty: 4909.967285
	Iteration 32Q: 3 clusters Score -2416792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2416801.500000 Penalty: 4909.967285
	Iteration 33Q: 3 clusters Score -2416802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2416821.250000 Penalty: 4909.967285
	Iteration 34Q: 3 clusters Score -2416821 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2416833.250000 Penalty: 4909.967285
	Iteration 35Q: 3 clusters Score -2416833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2416841.250000 Penalty: 4909.967285
	Iteration 36Q: 3 clusters Score -2416841 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2416851.000000 Penalty: 4909.967285
	Iteration 37Q: 3 clusters Score -2416851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2416855.000000 Penalty: 4909.967285
	Iteration 38Q: 3 clusters Score -2416855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2416856.000000 Penalty: 4909.967285
	Iteration 39Q: 3 clusters Score -2416856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2416857.250000 Penalty: 4909.967285
	Iteration 40F: 3 clusters Score -2416857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2416861.000000 Penalty: 4909.967285
	Iteration 41Q: 3 clusters Score -2416861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2416859.000000 Penalty: 4909.967285
	Iteration 42Q: 3 clusters Score -2416859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2416860.250000 Penalty: 4909.967285
	Iteration 43Q: 3 clusters Score -2416860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2416864.500000 Penalty: 4909.967285
	Iteration 44Q: 3 clusters Score -2416864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2416861.000000 Penalty: 4909.967285
	Iteration 45Q: 3 clusters Score -2416861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2416859.750000 Penalty: 4909.967285
	Iteration 46Q: 3 clusters Score -2416860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2416863.000000 Penalty: 4909.967285
	Iteration 47Q: 3 clusters Score -2416863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2416866.750000 Penalty: 4909.967285
	Iteration 48Q: 3 clusters Score -2416867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2416865.250000 Penalty: 4909.967285
	Iteration 49Q: 3 clusters Score -2416865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2416866.750000 Penalty: 4909.967285
	Iteration 50Q: 3 clusters Score -2416867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2416874.000000 Penalty: 4909.967285
	Iteration 51Q: 3 clusters Score -2416874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2416874.750000 Penalty: 4909.967285
	Iteration 52Q: 3 clusters Score -2416875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2416874.000000 Penalty: 4909.967285
	Iteration 53Q: 3 clusters Score -2416874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2416873.250000 Penalty: 4909.967285
	Iteration 54Q: 3 clusters Score -2416873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2416874.750000 Penalty: 4909.967285
	Iteration 55Q: 3 clusters Score -2416875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2416880.000000 Penalty: 4909.967285
	Iteration 56Q: 3 clusters Score -2416880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2416878.500000 Penalty: 4909.967285
	Iteration 57Q: 3 clusters Score -2416878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2416883.500000 Penalty: 4909.967285
	Iteration 58Q: 3 clusters Score -2416884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2416884.500000 Penalty: 4909.967285
	Iteration 59Q: 3 clusters Score -2416884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2416884.500000 Penalty: 4909.967285
	Iteration 60F: 3 clusters Score -2416884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Entering Unmasked Estep 
Score: -5778378.500000 Penalty: 2670.709717
	Iteration 0F: 2 clusters Score -5778378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -5746297.500000 Penalty: 5341.419434
	Iteration 0F: 3 clusters Score -5746298 nChanged 21969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -5758647.500000 Penalty: 5341.419434
	Iteration 1F: 3 clusters Score -5758648 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -5759346.000000 Penalty: 5341.419434
	Iteration 2Q: 3 clusters Score -5759346 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -5760210.000000 Penalty: 5341.419434
	Iteration 3Q: 3 clusters Score -5760210 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -5761370.000000 Penalty: 5341.419434
	Iteration 4F: 3 clusters Score -5761370 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -5763071.000000 Penalty: 5341.419434
	Iteration 5F: 3 clusters Score -5763071 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -5765215.500000 Penalty: 5341.419434
	Iteration 6F: 3 clusters Score -5765216 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -5767678.000000 Penalty: 5341.419434
	Iteration 7F: 3 clusters Score -5767678 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -5770289.500000 Penalty: 5341.419434
	Iteration 8F: 3 clusters Score -5770290 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -5772539.000000 Penalty: 5341.419434
	Iteration 9F: 3 clusters Score -5772539 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -5774075.500000 Penalty: 5341.419434
	Iteration 10Q: 3 clusters Score -5774076 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -5775015.000000 Penalty: 5341.419434
	Iteration 11Q: 3 clusters Score -5775015 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -5775493.000000 Penalty: 5341.419434
	Iteration 12Q: 3 clusters Score -5775493 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -5775830.500000 Penalty: 5341.419434
	Iteration 13Q: 3 clusters Score -5775830 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -5776070.500000 Penalty: 5341.419434
	Iteration 14Q: 3 clusters Score -5776070 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -5776343.500000 Penalty: 5341.419434
	Iteration 15Q: 3 clusters Score -5776344 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -5776516.500000 Penalty: 5341.419434
	Iteration 16Q: 3 clusters Score -5776516 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -5776645.500000 Penalty: 5341.419434
	Iteration 17Q: 3 clusters Score -5776646 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -5776773.000000 Penalty: 5341.419434
	Iteration 18Q: 3 clusters Score -5776773 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -5776871.000000 Penalty: 5341.419434
	Iteration 19Q: 3 clusters Score -5776871 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -5776939.000000 Penalty: 5341.419434
	Iteration 20F: 3 clusters Score -5776939 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -5776996.000000 Penalty: 5341.419434
	Iteration 21Q: 3 clusters Score -5776996 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -5777038.500000 Penalty: 5341.419434
	Iteration 22Q: 3 clusters Score -5777038 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -5777080.500000 Penalty: 5341.419434
	Iteration 23Q: 3 clusters Score -5777080 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -5777119.500000 Penalty: 5341.419434
	Iteration 24Q: 3 clusters Score -5777120 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -5777144.500000 Penalty: 5341.419434
	Iteration 25Q: 3 clusters Score -5777144 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -5777164.000000 Penalty: 5341.419434
	Iteration 26Q: 3 clusters Score -5777164 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -5777184.500000 Penalty: 5341.419434
	Iteration 27Q: 3 clusters Score -5777184 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -5777179.000000 Penalty: 5341.419434
	Iteration 28Q: 3 clusters Score -5777179 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -5777187.000000 Penalty: 5341.419434
	Iteration 29Q: 3 clusters Score -5777187 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -5777201.000000 Penalty: 5341.419434
	Iteration 30Q: 3 clusters Score -5777201 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -5777216.500000 Penalty: 5341.419434
	Iteration 31Q: 3 clusters Score -5777216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -5777216.500000 Penalty: 5341.419434
	Iteration 32Q: 3 clusters Score -5777216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -5777217.500000 Penalty: 5341.419434
	Iteration 33Q: 3 clusters Score -5777218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -5777216.500000 Penalty: 5341.419434
	Iteration 34Q: 3 clusters Score -5777216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -5777223.500000 Penalty: 5341.419434
	Iteration 35Q: 3 clusters Score -5777224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -5777218.000000 Penalty: 5341.419434
	Iteration 36Q: 3 clusters Score -5777218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -5777222.500000 Penalty: 5341.419434
	Iteration 37Q: 3 clusters Score -5777222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -5777211.000000 Penalty: 5341.419434
	Iteration 38Q: 3 clusters Score -5777211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -5777208.500000 Penalty: 5341.419434
	Iteration 39Q: 3 clusters Score -5777208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -5777210.000000 Penalty: 5341.419434
	Iteration 40F: 3 clusters Score -5777210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -5777206.500000 Penalty: 5341.419434
	Iteration 41Q: 3 clusters Score -5777206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -5777203.500000 Penalty: 5341.419434
	Iteration 42Q: 3 clusters Score -5777204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -5777205.500000 Penalty: 5341.419434
	Iteration 43Q: 3 clusters Score -5777206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -5777203.000000 Penalty: 5341.419434
	Iteration 44Q: 3 clusters Score -5777203 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -5777214.000000 Penalty: 5341.419434
	Iteration 45Q: 3 clusters Score -5777214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -5777219.000000 Penalty: 5341.419434
	Iteration 46Q: 3 clusters Score -5777219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -5777218.500000 Penalty: 5341.419434
	Iteration 47Q: 3 clusters Score -5777218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -5777227.000000 Penalty: 5341.419434
	Iteration 48Q: 3 clusters Score -5777227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -5777218.500000 Penalty: 5341.419434
	Iteration 49Q: 3 clusters Score -5777218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -5777217.000000 Penalty: 5341.419434
	Iteration 50Q: 3 clusters Score -5777217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -5777220.500000 Penalty: 5341.419434
	Iteration 51Q: 3 clusters Score -5777220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -5777222.500000 Penalty: 5341.419434
	Iteration 52Q: 3 clusters Score -5777222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -5777229.500000 Penalty: 5341.419434
	Iteration 53Q: 3 clusters Score -5777230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -5777239.500000 Penalty: 5341.419434
	Iteration 54Q: 3 clusters Score -5777240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -5777238.500000 Penalty: 5341.419434
	Iteration 55Q: 3 clusters Score -5777238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -5777234.500000 Penalty: 5341.419434
	Iteration 56Q: 3 clusters Score -5777234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -5777241.000000 Penalty: 5341.419434
	Iteration 57Q: 3 clusters Score -5777241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -5777241.000000 Penalty: 5341.419434
	Iteration 58Q: 3 clusters Score -5777241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -5777244.000000 Penalty: 5341.419434
	Iteration 59Q: 3 clusters Score -5777244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -5777246.000000 Penalty: 5341.419434
	Iteration 60F: 3 clusters Score -5777246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -5777246.500000 Penalty: 5341.419434
	Iteration 61Q: 3 clusters Score -5777246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -5777245.000000 Penalty: 5341.419434
	Iteration 62Q: 3 clusters Score -5777245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -5777236.000000 Penalty: 5341.419434
	Iteration 63Q: 3 clusters Score -5777236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -5777233.000000 Penalty: 5341.419434
	Iteration 64Q: 3 clusters Score -5777233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -5777238.000000 Penalty: 5341.419434
	Iteration 65Q: 3 clusters Score -5777238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -5777238.000000 Penalty: 5341.419434
	Iteration 66F: 3 clusters Score -5777238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (88058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88058 members 
Entering Unmasked Estep 
Score: -10541765.000000 Penalty: 2823.666260
	Iteration 0F: 2 clusters Score -1.054176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -10483032.000000 Penalty: 5647.332520
	Iteration 0F: 3 clusters Score -1.048303e+07 nChanged 41476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -10507566.000000 Penalty: 5647.332520
	Iteration 1F: 3 clusters Score -1.050757e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -10510626.000000 Penalty: 5647.332520
	Iteration 2Q: 3 clusters Score -1.051063e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -10516430.000000 Penalty: 5647.332520
	Iteration 3F: 3 clusters Score -1.051643e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -10524474.000000 Penalty: 5647.332520
	Iteration 4F: 3 clusters Score -1.052447e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 61960 members 
Entering Unmasked Estep 
Score: -10533286.000000 Penalty: 5647.332520
	Iteration 5F: 3 clusters Score -1.053329e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 68443 members 
Entering Unmasked Estep 
Score: -10540206.000000 Penalty: 5647.332520
	Iteration 6F: 3 clusters Score -1.054021e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 73044 members 
Entering Unmasked Estep 
Score: -10544598.000000 Penalty: 5647.332520
	Iteration 7F: 3 clusters Score -1.05446e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 76085 members 
Entering Unmasked Estep 
Score: -10547551.000000 Penalty: 5647.332520
	Iteration 8Q: 3 clusters Score -1.054755e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 77957 members 
Entering Unmasked Estep 
Score: -10548751.000000 Penalty: 5647.332520
	Iteration 9Q: 3 clusters Score -1.054875e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 79174 members 
Entering Unmasked Estep 
Score: -10549294.000000 Penalty: 5647.332520
	Iteration 10Q: 3 clusters Score -1.054929e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 79965 members 
Entering Unmasked Estep 
Score: -10549587.000000 Penalty: 5647.332520
	Iteration 11Q: 3 clusters Score -1.054959e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 80559 members 
Entering Unmasked Estep 
Score: -10549751.000000 Penalty: 5647.332520
	Iteration 12Q: 3 clusters Score -1.054975e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 80973 members 
Entering Unmasked Estep 
Score: -10549856.000000 Penalty: 5647.332520
	Iteration 13Q: 3 clusters Score -1.054986e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 81265 members 
Entering Unmasked Estep 
Score: -10549889.000000 Penalty: 5647.332520
	Iteration 14Q: 3 clusters Score -1.054989e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 81504 members 
Entering Unmasked Estep 
Score: -10549929.000000 Penalty: 5647.332520
	Iteration 15Q: 3 clusters Score -1.054993e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 81686 members 
Entering Unmasked Estep 
Score: -10549933.000000 Penalty: 5647.332520
	Iteration 16Q: 3 clusters Score -1.054993e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 81814 members 
Entering Unmasked Estep 
Score: -10549923.000000 Penalty: 5647.332520
	Iteration 17Q: 3 clusters Score -1.054992e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 81943 members 
Entering Unmasked Estep 
Score: -10549957.000000 Penalty: 5647.332520
	Iteration 18Q: 3 clusters Score -1.054996e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 82037 members 
Entering Unmasked Estep 
Score: -10549970.000000 Penalty: 5647.332520
	Iteration 19Q: 3 clusters Score -1.054997e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 82125 members 
Entering Unmasked Estep 
Score: -10550006.000000 Penalty: 5647.332520
	Iteration 20F: 3 clusters Score -1.055001e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 82195 members 
Entering Unmasked Estep 
Score: -10549998.000000 Penalty: 5647.332520
	Iteration 21Q: 3 clusters Score -1.055e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 82251 members 
Entering Unmasked Estep 
Score: -10549990.000000 Penalty: 5647.332520
	Iteration 22Q: 3 clusters Score -1.054999e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 82308 members 
Entering Unmasked Estep 
Score: -10549999.000000 Penalty: 5647.332520
	Iteration 23Q: 3 clusters Score -1.055e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 82348 members 
Entering Unmasked Estep 
Score: -10550006.000000 Penalty: 5647.332520
	Iteration 24Q: 3 clusters Score -1.055001e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 82381 members 
Entering Unmasked Estep 
Score: -10550021.000000 Penalty: 5647.332520
	Iteration 25Q: 3 clusters Score -1.055002e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 82401 members 
Entering Unmasked Estep 
Score: -10550001.000000 Penalty: 5647.332520
	Iteration 26Q: 3 clusters Score -1.055e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 82426 members 
Entering Unmasked Estep 
Score: -10550006.000000 Penalty: 5647.332520
	Iteration 27Q: 3 clusters Score -1.055001e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 82439 members 
Entering Unmasked Estep 
Score: -10550006.000000 Penalty: 5647.332520
	Iteration 28Q: 3 clusters Score -1.055001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 82447 members 
Entering Unmasked Estep 
Score: -10550016.000000 Penalty: 5647.332520
	Iteration 29Q: 3 clusters Score -1.055002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 82449 members 
Entering Unmasked Estep 
Score: -10550010.000000 Penalty: 5647.332520
	Iteration 30Q: 3 clusters Score -1.055001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 82443 members 
Entering Unmasked Estep 
Score: -10550003.000000 Penalty: 5647.332520
	Iteration 31Q: 3 clusters Score -1.055e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 82450 members 
Entering Unmasked Estep 
Score: -10549993.000000 Penalty: 5647.332520
	Iteration 32Q: 3 clusters Score -1.054999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 82457 members 
Entering Unmasked Estep 
Score: -10549998.000000 Penalty: 5647.332520
	Iteration 33Q: 3 clusters Score -1.055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 82462 members 
Entering Unmasked Estep 
Score: -10549989.000000 Penalty: 5647.332520
	Iteration 34Q: 3 clusters Score -1.054999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 82466 members 
Entering Unmasked Estep 
Score: -10549997.000000 Penalty: 5647.332520
	Iteration 35Q: 3 clusters Score -1.055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 82470 members 
Entering Unmasked Estep 
Score: -10549995.000000 Penalty: 5647.332520
	Iteration 36Q: 3 clusters Score -1.055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 82473 members 
Entering Unmasked Estep 
Score: -10550010.000000 Penalty: 5647.332520
	Iteration 37Q: 3 clusters Score -1.055001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 82478 members 
Entering Unmasked Estep 
Score: -10549993.000000 Penalty: 5647.332520
	Iteration 38Q: 3 clusters Score -1.054999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 82482 members 
Entering Unmasked Estep 
Score: -10549992.000000 Penalty: 5647.332520
	Iteration 39Q: 3 clusters Score -1.054999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 82485 members 
Entering Unmasked Estep 
Score: -10550003.000000 Penalty: 5647.332520
	Iteration 40F: 3 clusters Score -1.055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 82487 members 
Entering Unmasked Estep 
Score: -10550007.000000 Penalty: 5647.332520
	Iteration 41Q: 3 clusters Score -1.055001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 82487 members 
Entering Unmasked Estep 
Score: -10549999.000000 Penalty: 5647.332520
	Iteration 42Q: 3 clusters Score -1.055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 82489 members 
Entering Unmasked Estep 
Score: -10549993.000000 Penalty: 5647.332520
	Iteration 43Q: 3 clusters Score -1.054999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 82489 members 
Entering Unmasked Estep 
Score: -10549989.000000 Penalty: 5647.332520
	Iteration 44Q: 3 clusters Score -1.054999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 82489 members 
Entering Unmasked Estep 
Score: -10549989.000000 Penalty: 5647.332520
	Iteration 45F: 3 clusters Score -1.054999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1743 members 
Mstep: Class 3 contains 11492 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 9063 members 
Mstep: Class 6 contains 4160 members 
Mstep: Class 7 contains 160407 members 
Mstep: Class 8 contains 2014 members 
Mstep: Class 9 contains 34794 members 
Mstep: Class 10 contains 317429 members 
Mstep: Class 11 contains 60737 members 
Mstep: Class 12 contains 221529 members 
Mstep: Class 13 contains 9974 members 
Mstep: Class 14 contains 27428 members 
Mstep: Class 15 contains 6535 members 
Mstep: Class 16 contains 19913 members 
Mstep: Class 17 contains 47524 members 
Mstep: Class 18 contains 5569 members 
Mstep: Class 19 contains 23387 members 
Mstep: Class 20 contains 17955 members 
Mstep: Class 21 contains 3992 members 
Mstep: Class 22 contains 778 members 
Mstep: Class 23 contains 190978 members 
Mstep: Class 24 contains 82489 members 
Entering Unmasked Estep 
Score: -154525904.000000 Penalty: 83671.882812
Splitting cluster 18 changes total score from -154501184.000000 to -154525904.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (23387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Entering Unmasked Estep 
Score: -2641258.750000 Penalty: 2494.864014
	Iteration 0F: 2 clusters Score -2641259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2625004.000000 Penalty: 4989.728027
	Iteration 0F: 3 clusters Score -2625004 nChanged 10328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2630412.500000 Penalty: 4989.728027
	Iteration 1F: 3 clusters Score -2630412 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2630793.000000 Penalty: 4989.728027
	Iteration 2F: 3 clusters Score -2630793 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2631180.750000 Penalty: 4989.728027
	Iteration 3Q: 3 clusters Score -2631181 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2631587.000000 Penalty: 4989.728027
	Iteration 4Q: 3 clusters Score -2631587 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2632025.250000 Penalty: 4989.728027
	Iteration 5Q: 3 clusters Score -2632025 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2632582.250000 Penalty: 4989.728027
	Iteration 6Q: 3 clusters Score -2632582 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2633280.000000 Penalty: 4989.728027
	Iteration 7F: 3 clusters Score -2633280 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2634176.000000 Penalty: 4989.728027
	Iteration 8F: 3 clusters Score -2634176 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2635247.500000 Penalty: 4989.728027
	Iteration 9F: 3 clusters Score -2635248 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2636342.750000 Penalty: 4989.728027
	Iteration 10F: 3 clusters Score -2636343 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2637272.750000 Penalty: 4989.728027
	Iteration 11F: 3 clusters Score -2637273 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2638021.750000 Penalty: 4989.728027
	Iteration 12Q: 3 clusters Score -2638022 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -2638530.500000 Penalty: 4989.728027
	Iteration 13Q: 3 clusters Score -2638530 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2638839.250000 Penalty: 4989.728027
	Iteration 14Q: 3 clusters Score -2638839 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -2639045.250000 Penalty: 4989.728027
	Iteration 15Q: 3 clusters Score -2639045 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -2639167.500000 Penalty: 4989.728027
	Iteration 16Q: 3 clusters Score -2639168 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -2639236.000000 Penalty: 4989.728027
	Iteration 17Q: 3 clusters Score -2639236 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -2639282.000000 Penalty: 4989.728027
	Iteration 18Q: 3 clusters Score -2639282 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -2639310.500000 Penalty: 4989.728027
	Iteration 19Q: 3 clusters Score -2639310 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -2639333.500000 Penalty: 4989.728027
	Iteration 20F: 3 clusters Score -2639334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -2639352.750000 Penalty: 4989.728027
	Iteration 21Q: 3 clusters Score -2639353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -2639369.000000 Penalty: 4989.728027
	Iteration 22Q: 3 clusters Score -2639369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -2639376.000000 Penalty: 4989.728027
	Iteration 23Q: 3 clusters Score -2639376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -2639381.250000 Penalty: 4989.728027
	Iteration 24Q: 3 clusters Score -2639381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2639391.250000 Penalty: 4989.728027
	Iteration 25Q: 3 clusters Score -2639391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -2639388.500000 Penalty: 4989.728027
	Iteration 26Q: 3 clusters Score -2639388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -2639395.750000 Penalty: 4989.728027
	Iteration 27Q: 3 clusters Score -2639396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -2639401.250000 Penalty: 4989.728027
	Iteration 28Q: 3 clusters Score -2639401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -2639404.500000 Penalty: 4989.728027
	Iteration 29Q: 3 clusters Score -2639404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -2639408.500000 Penalty: 4989.728027
	Iteration 30Q: 3 clusters Score -2639408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -2639406.000000 Penalty: 4989.728027
	Iteration 31Q: 3 clusters Score -2639406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -2639407.750000 Penalty: 4989.728027
	Iteration 32Q: 3 clusters Score -2639408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -2639404.750000 Penalty: 4989.728027
	Iteration 33Q: 3 clusters Score -2639405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -2639404.750000 Penalty: 4989.728027
	Iteration 34F: 3 clusters Score -2639405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1743 members 
Mstep: Class 3 contains 11492 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 9063 members 
Mstep: Class 7 contains 160407 members 
Mstep: Class 8 contains 2014 members 
Mstep: Class 9 contains 34794 members 
Mstep: Class 10 contains 317429 members 
Mstep: Class 11 contains 60737 members 
Mstep: Class 12 contains 221529 members 
Mstep: Class 13 contains 9974 members 
Mstep: Class 14 contains 27428 members 
Mstep: Class 15 contains 6535 members 
Mstep: Class 16 contains 19913 members 
Mstep: Class 17 contains 47524 members 
Mstep: Class 18 contains 5569 members 
Mstep: Class 19 contains 23387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531136.000000 Penalty: 83671.882812
Iteration 39Q: 25 clusters Score -1.545311e+08 nChanged 18876
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1709 members 
Mstep: Class 3 contains 11723 members 
Mstep: Class 4 contains 4388 members 
Mstep: Class 5 contains 9376 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 163311 members 
Mstep: Class 8 contains 2049 members 
Mstep: Class 9 contains 34507 members 
Mstep: Class 10 contains 316402 members 
Mstep: Class 11 contains 60809 members 
Mstep: Class 12 contains 225990 members 
Mstep: Class 13 contains 10034 members 
Mstep: Class 14 contains 27329 members 
Mstep: Class 15 contains 6773 members 
Mstep: Class 16 contains 19991 members 
Mstep: Class 17 contains 47875 members 
Mstep: Class 18 contains 5592 members 
Mstep: Class 19 contains 23151 members 
Mstep: Class 20 contains 16947 members 
Mstep: Class 21 contains 3928 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 185946 members 
Mstep: Class 24 contains 81464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154542464.000000 Penalty: 83671.882812
Iteration 40F: 25 clusters Score -1.545425e+08 nChanged 23904
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1696 members 
Mstep: Class 3 contains 11895 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 9306 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 165718 members 
Mstep: Class 8 contains 2060 members 
Mstep: Class 9 contains 34121 members 
Mstep: Class 10 contains 315347 members 
Mstep: Class 11 contains 60565 members 
Mstep: Class 12 contains 226355 members 
Mstep: Class 13 contains 10026 members 
Mstep: Class 14 contains 27149 members 
Mstep: Class 15 contains 7000 members 
Mstep: Class 16 contains 19954 members 
Mstep: Class 17 contains 47380 members 
Mstep: Class 18 contains 5669 members 
Mstep: Class 19 contains 22658 members 
Mstep: Class 20 contains 17554 members 
Mstep: Class 21 contains 4023 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 182858 members 
Mstep: Class 24 contains 83298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154545808.000000 Penalty: 83671.882812
Iteration 41Q: 25 clusters Score -1.545458e+08 nChanged 20736
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 1696 members 
Mstep: Class 3 contains 12089 members 
Mstep: Class 4 contains 4262 members 
Mstep: Class 5 contains 9299 members 
Mstep: Class 6 contains 4507 members 
Mstep: Class 7 contains 167926 members 
Mstep: Class 8 contains 2068 members 
Mstep: Class 9 contains 33744 members 
Mstep: Class 10 contains 314913 members 
Mstep: Class 11 contains 60287 members 
Mstep: Class 12 contains 227459 members 
Mstep: Class 13 contains 10054 members 
Mstep: Class 14 contains 26982 members 
Mstep: Class 15 contains 7258 members 
Mstep: Class 16 contains 19886 members 
Mstep: Class 17 contains 46972 members 
Mstep: Class 18 contains 5859 members 
Mstep: Class 19 contains 22394 members 
Mstep: Class 20 contains 17999 members 
Mstep: Class 21 contains 4047 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 179215 members 
Mstep: Class 24 contains 84304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154548288.000000 Penalty: 83671.882812
Iteration 42Q: 25 clusters Score -1.545483e+08 nChanged 19463
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 1696 members 
Mstep: Class 3 contains 12297 members 
Mstep: Class 4 contains 4225 members 
Mstep: Class 5 contains 9282 members 
Mstep: Class 6 contains 4582 members 
Mstep: Class 7 contains 170127 members 
Mstep: Class 8 contains 2071 members 
Mstep: Class 9 contains 33376 members 
Mstep: Class 10 contains 314222 members 
Mstep: Class 11 contains 59997 members 
Mstep: Class 12 contains 228962 members 
Mstep: Class 13 contains 10069 members 
Mstep: Class 14 contains 26928 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 19834 members 
Mstep: Class 17 contains 46574 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 22240 members 
Mstep: Class 20 contains 18405 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 175637 members 
Mstep: Class 24 contains 84945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154550400.000000 Penalty: 83671.882812
Iteration 43Q: 25 clusters Score -1.545504e+08 nChanged 18860
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1707 members 
Mstep: Class 3 contains 12497 members 
Mstep: Class 4 contains 4213 members 
Mstep: Class 5 contains 9269 members 
Mstep: Class 6 contains 4613 members 
Mstep: Class 7 contains 172155 members 
Mstep: Class 8 contains 2074 members 
Mstep: Class 9 contains 33042 members 
Mstep: Class 10 contains 313303 members 
Mstep: Class 11 contains 59750 members 
Mstep: Class 12 contains 230864 members 
Mstep: Class 13 contains 10077 members 
Mstep: Class 14 contains 26900 members 
Mstep: Class 15 contains 7771 members 
Mstep: Class 16 contains 19827 members 
Mstep: Class 17 contains 46195 members 
Mstep: Class 18 contains 6269 members 
Mstep: Class 19 contains 22140 members 
Mstep: Class 20 contains 18759 members 
Mstep: Class 21 contains 4077 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 172147 members 
Mstep: Class 24 contains 85348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552128.000000 Penalty: 83671.882812
Iteration 44Q: 25 clusters Score -1.545521e+08 nChanged 18879
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1718 members 
Mstep: Class 3 contains 12672 members 
Mstep: Class 4 contains 4202 members 
Mstep: Class 5 contains 9259 members 
Mstep: Class 6 contains 4623 members 
Mstep: Class 7 contains 174046 members 
Mstep: Class 8 contains 2075 members 
Mstep: Class 9 contains 32724 members 
Mstep: Class 10 contains 312077 members 
Mstep: Class 11 contains 59547 members 
Mstep: Class 12 contains 233164 members 
Mstep: Class 13 contains 10093 members 
Mstep: Class 14 contains 26881 members 
Mstep: Class 15 contains 8012 members 
Mstep: Class 16 contains 19817 members 
Mstep: Class 17 contains 45857 members 
Mstep: Class 18 contains 6468 members 
Mstep: Class 19 contains 22068 members 
Mstep: Class 20 contains 19098 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 168751 members 
Mstep: Class 24 contains 85618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154553616.000000 Penalty: 83671.882812
Iteration 45Q: 25 clusters Score -1.545536e+08 nChanged 18730
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 1727 members 
Mstep: Class 3 contains 12828 members 
Mstep: Class 4 contains 4186 members 
Mstep: Class 5 contains 9239 members 
Mstep: Class 6 contains 4617 members 
Mstep: Class 7 contains 175716 members 
Mstep: Class 8 contains 2075 members 
Mstep: Class 9 contains 32431 members 
Mstep: Class 10 contains 310626 members 
Mstep: Class 11 contains 59384 members 
Mstep: Class 12 contains 235841 members 
Mstep: Class 13 contains 10132 members 
Mstep: Class 14 contains 26887 members 
Mstep: Class 15 contains 8239 members 
Mstep: Class 16 contains 19809 members 
Mstep: Class 17 contains 45559 members 
Mstep: Class 18 contains 6685 members 
Mstep: Class 19 contains 22005 members 
Mstep: Class 20 contains 19411 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 165513 members 
Mstep: Class 24 contains 85697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154556544.000000 Penalty: 83671.882812
Iteration 46Q: 25 clusters Score -1.545565e+08 nChanged 18507
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 1737 members 
Mstep: Class 3 contains 12977 members 
Mstep: Class 4 contains 4180 members 
Mstep: Class 5 contains 9214 members 
Mstep: Class 6 contains 4613 members 
Mstep: Class 7 contains 177153 members 
Mstep: Class 8 contains 2075 members 
Mstep: Class 9 contains 32200 members 
Mstep: Class 10 contains 309128 members 
Mstep: Class 11 contains 59319 members 
Mstep: Class 12 contains 238681 members 
Mstep: Class 13 contains 10136 members 
Mstep: Class 14 contains 26920 members 
Mstep: Class 15 contains 8453 members 
Mstep: Class 16 contains 19812 members 
Mstep: Class 17 contains 45217 members 
Mstep: Class 18 contains 6881 members 
Mstep: Class 19 contains 21991 members 
Mstep: Class 20 contains 19730 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 162351 members 
Mstep: Class 24 contains 85660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154558896.000000 Penalty: 83671.882812
Iteration 47Q: 25 clusters Score -1.545589e+08 nChanged 17561
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 1741 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 4174 members 
Mstep: Class 5 contains 9201 members 
Mstep: Class 6 contains 4615 members 
Mstep: Class 7 contains 178278 members 
Mstep: Class 8 contains 2074 members 
Mstep: Class 9 contains 31982 members 
Mstep: Class 10 contains 307619 members 
Mstep: Class 11 contains 59264 members 
Mstep: Class 12 contains 241636 members 
Mstep: Class 13 contains 10182 members 
Mstep: Class 14 contains 27017 members 
Mstep: Class 15 contains 8650 members 
Mstep: Class 16 contains 19831 members 
Mstep: Class 17 contains 44893 members 
Mstep: Class 18 contains 7071 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 19987 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 159371 members 
Mstep: Class 24 contains 85559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154560608.000000 Penalty: 83671.882812
Iteration 48Q: 25 clusters Score -1.545606e+08 nChanged 17248
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 1758 members 
Mstep: Class 3 contains 13219 members 
Mstep: Class 4 contains 4164 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 6 contains 4601 members 
Mstep: Class 7 contains 179078 members 
Mstep: Class 8 contains 2075 members 
Mstep: Class 9 contains 31770 members 
Mstep: Class 10 contains 306047 members 
Mstep: Class 11 contains 59186 members 
Mstep: Class 12 contains 244774 members 
Mstep: Class 13 contains 10190 members 
Mstep: Class 14 contains 27113 members 
Mstep: Class 15 contains 8817 members 
Mstep: Class 16 contains 19853 members 
Mstep: Class 17 contains 44612 members 
Mstep: Class 18 contains 7219 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 20239 members 
Mstep: Class 21 contains 4106 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 156653 members 
Mstep: Class 24 contains 85465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154562032.000000 Penalty: 83671.882812
Iteration 49Q: 25 clusters Score -1.54562e+08 nChanged 16540
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 1768 members 
Mstep: Class 3 contains 13314 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 9147 members 
Mstep: Class 6 contains 4587 members 
Mstep: Class 7 contains 179701 members 
Mstep: Class 8 contains 2077 members 
Mstep: Class 9 contains 31638 members 
Mstep: Class 10 contains 304538 members 
Mstep: Class 11 contains 59187 members 
Mstep: Class 12 contains 247887 members 
Mstep: Class 13 contains 10191 members 
Mstep: Class 14 contains 27202 members 
Mstep: Class 15 contains 8976 members 
Mstep: Class 16 contains 19848 members 
Mstep: Class 17 contains 44325 members 
Mstep: Class 18 contains 7360 members 
Mstep: Class 19 contains 21959 members 
Mstep: Class 20 contains 20462 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 154012 members 
Mstep: Class 24 contains 85381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154564224.000000 Penalty: 83671.882812
Iteration 50Q: 25 clusters Score -1.545642e+08 nChanged 16312
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 1779 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 4149 members 
Mstep: Class 5 contains 9110 members 
Mstep: Class 6 contains 4578 members 
Mstep: Class 7 contains 180122 members 
Mstep: Class 8 contains 2078 members 
Mstep: Class 9 contains 31521 members 
Mstep: Class 10 contains 302896 members 
Mstep: Class 11 contains 59176 members 
Mstep: Class 12 contains 251188 members 
Mstep: Class 13 contains 10163 members 
Mstep: Class 14 contains 27263 members 
Mstep: Class 15 contains 9119 members 
Mstep: Class 16 contains 19859 members 
Mstep: Class 17 contains 44059 members 
Mstep: Class 18 contains 7472 members 
Mstep: Class 19 contains 21986 members 
Mstep: Class 20 contains 20662 members 
Mstep: Class 21 contains 4106 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 151576 members 
Mstep: Class 24 contains 85297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154565808.000000 Penalty: 83671.882812
Iteration 51Q: 25 clusters Score -1.545658e+08 nChanged 15688
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 1791 members 
Mstep: Class 3 contains 13440 members 
Mstep: Class 4 contains 4149 members 
Mstep: Class 5 contains 9065 members 
Mstep: Class 6 contains 4570 members 
Mstep: Class 7 contains 180333 members 
Mstep: Class 8 contains 2078 members 
Mstep: Class 9 contains 31472 members 
Mstep: Class 10 contains 301132 members 
Mstep: Class 11 contains 59207 members 
Mstep: Class 12 contains 254671 members 
Mstep: Class 13 contains 10154 members 
Mstep: Class 14 contains 27350 members 
Mstep: Class 15 contains 9247 members 
Mstep: Class 16 contains 19855 members 
Mstep: Class 17 contains 43806 members 
Mstep: Class 18 contains 7585 members 
Mstep: Class 19 contains 22024 members 
Mstep: Class 20 contains 20862 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 149208 members 
Mstep: Class 24 contains 85147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154568304.000000 Penalty: 83671.882812
Iteration 52Q: 25 clusters Score -1.545683e+08 nChanged 15112
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 1799 members 
Mstep: Class 3 contains 13501 members 
Mstep: Class 4 contains 4142 members 
Mstep: Class 5 contains 9016 members 
Mstep: Class 6 contains 4565 members 
Mstep: Class 7 contains 180452 members 
Mstep: Class 8 contains 2077 members 
Mstep: Class 9 contains 31472 members 
Mstep: Class 10 contains 298595 members 
Mstep: Class 11 contains 59212 members 
Mstep: Class 12 contains 259002 members 
Mstep: Class 13 contains 10173 members 
Mstep: Class 14 contains 27443 members 
Mstep: Class 15 contains 9355 members 
Mstep: Class 16 contains 19848 members 
Mstep: Class 17 contains 43591 members 
Mstep: Class 18 contains 7672 members 
Mstep: Class 19 contains 22068 members 
Mstep: Class 20 contains 21028 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 146836 members 
Mstep: Class 24 contains 85010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154570016.000000 Penalty: 83671.882812
Iteration 53Q: 25 clusters Score -1.5457e+08 nChanged 15060
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1808 members 
Mstep: Class 3 contains 13556 members 
Mstep: Class 4 contains 4142 members 
Mstep: Class 5 contains 8969 members 
Mstep: Class 6 contains 4554 members 
Mstep: Class 7 contains 180525 members 
Mstep: Class 8 contains 2077 members 
Mstep: Class 9 contains 31481 members 
Mstep: Class 10 contains 295524 members 
Mstep: Class 11 contains 59252 members 
Mstep: Class 12 contains 264027 members 
Mstep: Class 13 contains 10178 members 
Mstep: Class 14 contains 27520 members 
Mstep: Class 15 contains 9411 members 
Mstep: Class 16 contains 19813 members 
Mstep: Class 17 contains 43363 members 
Mstep: Class 18 contains 7766 members 
Mstep: Class 19 contains 22115 members 
Mstep: Class 20 contains 21214 members 
Mstep: Class 21 contains 4108 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 144458 members 
Mstep: Class 24 contains 84842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154571024.000000 Penalty: 83671.882812
Iteration 54Q: 25 clusters Score -1.54571e+08 nChanged 15122
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 13603 members 
Mstep: Class 4 contains 4142 members 
Mstep: Class 5 contains 8946 members 
Mstep: Class 6 contains 4540 members 
Mstep: Class 7 contains 180498 members 
Mstep: Class 8 contains 2077 members 
Mstep: Class 9 contains 31512 members 
Mstep: Class 10 contains 291910 members 
Mstep: Class 11 contains 59232 members 
Mstep: Class 12 contains 269887 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 27594 members 
Mstep: Class 15 contains 9433 members 
Mstep: Class 16 contains 19798 members 
Mstep: Class 17 contains 43145 members 
Mstep: Class 18 contains 7854 members 
Mstep: Class 19 contains 22188 members 
Mstep: Class 20 contains 21392 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 141927 members 
Mstep: Class 24 contains 84711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573392.000000 Penalty: 83671.882812
Iteration 55Q: 25 clusters Score -1.545734e+08 nChanged 15753
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1819 members 
Mstep: Class 3 contains 13647 members 
Mstep: Class 4 contains 4142 members 
Mstep: Class 5 contains 8934 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 180297 members 
Mstep: Class 8 contains 2078 members 
Mstep: Class 9 contains 31519 members 
Mstep: Class 10 contains 287587 members 
Mstep: Class 11 contains 59127 members 
Mstep: Class 12 contains 276934 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 27642 members 
Mstep: Class 15 contains 9441 members 
Mstep: Class 16 contains 19797 members 
Mstep: Class 17 contains 42950 members 
Mstep: Class 18 contains 7941 members 
Mstep: Class 19 contains 22235 members 
Mstep: Class 20 contains 21505 members 
Mstep: Class 21 contains 4103 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 139382 members 
Mstep: Class 24 contains 84570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154575328.000000 Penalty: 83671.882812
Iteration 56Q: 25 clusters Score -1.545753e+08 nChanged 15830
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 13685 members 
Mstep: Class 4 contains 4141 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 4514 members 
Mstep: Class 7 contains 180068 members 
Mstep: Class 8 contains 2078 members 
Mstep: Class 9 contains 31516 members 
Mstep: Class 10 contains 282956 members 
Mstep: Class 11 contains 58938 members 
Mstep: Class 12 contains 284509 members 
Mstep: Class 13 contains 10260 members 
Mstep: Class 14 contains 27669 members 
Mstep: Class 15 contains 9417 members 
Mstep: Class 16 contains 19778 members 
Mstep: Class 17 contains 42777 members 
Mstep: Class 18 contains 8031 members 
Mstep: Class 19 contains 22276 members 
Mstep: Class 20 contains 21629 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 136879 members 
Mstep: Class 24 contains 84358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577296.000000 Penalty: 83671.882812
Iteration 57Q: 25 clusters Score -1.545773e+08 nChanged 15893
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1838 members 
Mstep: Class 3 contains 13724 members 
Mstep: Class 4 contains 4141 members 
Mstep: Class 5 contains 8880 members 
Mstep: Class 6 contains 4505 members 
Mstep: Class 7 contains 179784 members 
Mstep: Class 8 contains 2078 members 
Mstep: Class 9 contains 31528 members 
Mstep: Class 10 contains 278002 members 
Mstep: Class 11 contains 58759 members 
Mstep: Class 12 contains 292555 members 
Mstep: Class 13 contains 10269 members 
Mstep: Class 14 contains 27658 members 
Mstep: Class 15 contains 9366 members 
Mstep: Class 16 contains 19755 members 
Mstep: Class 17 contains 42624 members 
Mstep: Class 18 contains 8113 members 
Mstep: Class 19 contains 22323 members 
Mstep: Class 20 contains 21740 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 134328 members 
Mstep: Class 24 contains 84169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579040.000000 Penalty: 83671.882812
Iteration 58Q: 25 clusters Score -1.54579e+08 nChanged 15983
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 1848 members 
Mstep: Class 3 contains 13740 members 
Mstep: Class 4 contains 4137 members 
Mstep: Class 5 contains 8849 members 
Mstep: Class 6 contains 4496 members 
Mstep: Class 7 contains 179522 members 
Mstep: Class 8 contains 2078 members 
Mstep: Class 9 contains 31541 members 
Mstep: Class 10 contains 272784 members 
Mstep: Class 11 contains 58540 members 
Mstep: Class 12 contains 300922 members 
Mstep: Class 13 contains 10274 members 
Mstep: Class 14 contains 27651 members 
Mstep: Class 15 contains 9311 members 
Mstep: Class 16 contains 19753 members 
Mstep: Class 17 contains 42471 members 
Mstep: Class 18 contains 8165 members 
Mstep: Class 19 contains 22379 members 
Mstep: Class 20 contains 21841 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 131763 members 
Mstep: Class 24 contains 84038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580608.000000 Penalty: 83671.882812
Iteration 59Q: 25 clusters Score -1.545806e+08 nChanged 15985
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 1858 members 
Mstep: Class 3 contains 13753 members 
Mstep: Class 4 contains 4136 members 
Mstep: Class 5 contains 8839 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 179403 members 
Mstep: Class 8 contains 2078 members 
Mstep: Class 9 contains 31558 members 
Mstep: Class 10 contains 267887 members 
Mstep: Class 11 contains 58335 members 
Mstep: Class 12 contains 308673 members 
Mstep: Class 13 contains 10306 members 
Mstep: Class 14 contains 27603 members 
Mstep: Class 15 contains 9259 members 
Mstep: Class 16 contains 19742 members 
Mstep: Class 17 contains 42331 members 
Mstep: Class 18 contains 8234 members 
Mstep: Class 19 contains 22424 members 
Mstep: Class 20 contains 21910 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 129325 members 
Mstep: Class 24 contains 83907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154582016.000000 Penalty: 83671.882812
Iteration 60F: 25 clusters Score -1.54582e+08 nChanged 18085
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 1871 members 
Mstep: Class 3 contains 13774 members 
Mstep: Class 4 contains 4132 members 
Mstep: Class 5 contains 8817 members 
Mstep: Class 6 contains 4465 members 
Mstep: Class 7 contains 179097 members 
Mstep: Class 8 contains 2078 members 
Mstep: Class 9 contains 31676 members 
Mstep: Class 10 contains 262979 members 
Mstep: Class 11 contains 58135 members 
Mstep: Class 12 contains 316138 members 
Mstep: Class 13 contains 10320 members 
Mstep: Class 14 contains 27584 members 
Mstep: Class 15 contains 9186 members 
Mstep: Class 16 contains 19657 members 
Mstep: Class 17 contains 42180 members 
Mstep: Class 18 contains 8288 members 
Mstep: Class 19 contains 22488 members 
Mstep: Class 20 contains 21987 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 126944 members 
Mstep: Class 24 contains 83867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581008.000000 Penalty: 83671.882812
Iteration 61Q: 25 clusters Score -1.54581e+08 nChanged 20034
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 1887 members 
Mstep: Class 3 contains 13814 members 
Mstep: Class 4 contains 4139 members 
Mstep: Class 5 contains 8804 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 178968 members 
Mstep: Class 8 contains 2078 members 
Mstep: Class 9 contains 31864 members 
Mstep: Class 10 contains 258762 members 
Mstep: Class 11 contains 57906 members 
Mstep: Class 12 contains 322162 members 
Mstep: Class 13 contains 10355 members 
Mstep: Class 14 contains 27623 members 
Mstep: Class 15 contains 9117 members 
Mstep: Class 16 contains 19586 members 
Mstep: Class 17 contains 42026 members 
Mstep: Class 18 contains 8358 members 
Mstep: Class 19 contains 22563 members 
Mstep: Class 20 contains 22075 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 124800 members 
Mstep: Class 24 contains 83902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581952.000000 Penalty: 83671.882812
Iteration 62Q: 25 clusters Score -1.54582e+08 nChanged 22252
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 1897 members 
Mstep: Class 3 contains 13893 members 
Mstep: Class 4 contains 4140 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 4431 members 
Mstep: Class 7 contains 178962 members 
Mstep: Class 8 contains 2078 members 
Mstep: Class 9 contains 32084 members 
Mstep: Class 10 contains 254204 members 
Mstep: Class 11 contains 57710 members 
Mstep: Class 12 contains 328349 members 
Mstep: Class 13 contains 10398 members 
Mstep: Class 14 contains 27607 members 
Mstep: Class 15 contains 9050 members 
Mstep: Class 16 contains 19547 members 
Mstep: Class 17 contains 41864 members 
Mstep: Class 18 contains 8424 members 
Mstep: Class 19 contains 22619 members 
Mstep: Class 20 contains 22175 members 
Mstep: Class 21 contains 4094 members 
Mstep: Class 22 contains 774 members 
Mstep: Class 23 contains 122548 members 
Mstep: Class 24 contains 83961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579088.000000 Penalty: 83671.882812
Iteration 63Q: 25 clusters Score -1.545791e+08 nChanged 25135
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 1915 members 
Mstep: Class 3 contains 14014 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 8777 members 
Mstep: Class 6 contains 4416 members 
Mstep: Class 7 contains 179173 members 
Mstep: Class 8 contains 2077 members 
Mstep: Class 9 contains 32245 members 
Mstep: Class 10 contains 249026 members 
Mstep: Class 11 contains 57580 members 
Mstep: Class 12 contains 334563 members 
Mstep: Class 13 contains 10442 members 
Mstep: Class 14 contains 27601 members 
Mstep: Class 15 contains 8973 members 
Mstep: Class 16 contains 19527 members 
Mstep: Class 17 contains 41741 members 
Mstep: Class 18 contains 8496 members 
Mstep: Class 19 contains 22653 members 
Mstep: Class 20 contains 22271 members 
Mstep: Class 21 contains 4097 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 120370 members 
Mstep: Class 24 contains 84146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154572208.000000 Penalty: 83671.882812
Iteration 64Q: 25 clusters Score -1.545722e+08 nChanged 25465
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 1936 members 
Mstep: Class 3 contains 14127 members 
Mstep: Class 4 contains 4137 members 
Mstep: Class 5 contains 8752 members 
Mstep: Class 6 contains 4396 members 
Mstep: Class 7 contains 179846 members 
Mstep: Class 8 contains 2077 members 
Mstep: Class 9 contains 32525 members 
Mstep: Class 10 contains 245238 members 
Mstep: Class 11 contains 57509 members 
Mstep: Class 12 contains 338479 members 
Mstep: Class 13 contains 10474 members 
Mstep: Class 14 contains 27720 members 
Mstep: Class 15 contains 8896 members 
Mstep: Class 16 contains 19510 members 
Mstep: Class 17 contains 41611 members 
Mstep: Class 18 contains 8561 members 
Mstep: Class 19 contains 22708 members 
Mstep: Class 20 contains 22366 members 
Mstep: Class 21 contains 4094 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 118317 members 
Mstep: Class 24 contains 84401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154566176.000000 Penalty: 83671.882812
Iteration 65Q: 25 clusters Score -1.545662e+08 nChanged 24292
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 14250 members 
Mstep: Class 4 contains 4137 members 
Mstep: Class 5 contains 8733 members 
Mstep: Class 6 contains 4386 members 
Mstep: Class 7 contains 181080 members 
Mstep: Class 8 contains 2077 members 
Mstep: Class 9 contains 32912 members 
Mstep: Class 10 contains 242673 members 
Mstep: Class 11 contains 57567 members 
Mstep: Class 12 contains 339767 members 
Mstep: Class 13 contains 10531 members 
Mstep: Class 14 contains 27973 members 
Mstep: Class 15 contains 8827 members 
Mstep: Class 16 contains 19519 members 
Mstep: Class 17 contains 41470 members 
Mstep: Class 18 contains 8633 members 
Mstep: Class 19 contains 22773 members 
Mstep: Class 20 contains 22429 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 116683 members 
Mstep: Class 24 contains 84643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154562352.000000 Penalty: 83671.882812
Iteration 66Q: 25 clusters Score -1.545624e+08 nChanged 21649
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 1965 members 
Mstep: Class 3 contains 14342 members 
Mstep: Class 4 contains 4135 members 
Mstep: Class 5 contains 8719 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 182501 members 
Mstep: Class 8 contains 2077 members 
Mstep: Class 9 contains 33339 members 
Mstep: Class 10 contains 241712 members 
Mstep: Class 11 contains 57637 members 
Mstep: Class 12 contains 338896 members 
Mstep: Class 13 contains 10585 members 
Mstep: Class 14 contains 28289 members 
Mstep: Class 15 contains 8754 members 
Mstep: Class 16 contains 19514 members 
Mstep: Class 17 contains 41398 members 
Mstep: Class 18 contains 8692 members 
Mstep: Class 19 contains 22818 members 
Mstep: Class 20 contains 22479 members 
Mstep: Class 21 contains 4093 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 115350 members 
Mstep: Class 24 contains 84830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154560768.000000 Penalty: 83671.882812
Iteration 67Q: 25 clusters Score -1.545608e+08 nChanged 18478
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 1975 members 
Mstep: Class 3 contains 14407 members 
Mstep: Class 4 contains 4138 members 
Mstep: Class 5 contains 8714 members 
Mstep: Class 6 contains 4360 members 
Mstep: Class 7 contains 183878 members 
Mstep: Class 8 contains 2077 members 
Mstep: Class 9 contains 33839 members 
Mstep: Class 10 contains 242023 members 
Mstep: Class 11 contains 57811 members 
Mstep: Class 12 contains 336661 members 
Mstep: Class 13 contains 10601 members 
Mstep: Class 14 contains 28611 members 
Mstep: Class 15 contains 8697 members 
Mstep: Class 16 contains 19495 members 
Mstep: Class 17 contains 41304 members 
Mstep: Class 18 contains 8760 members 
Mstep: Class 19 contains 22866 members 
Mstep: Class 20 contains 22533 members 
Mstep: Class 21 contains 4093 members 
Mstep: Class 22 contains 776 members 
Mstep: Class 23 contains 114252 members 
Mstep: Class 24 contains 84876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154560640.000000 Penalty: 83671.882812
Iteration 68Q: 25 clusters Score -1.545606e+08 nChanged 15720
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 1984 members 
Mstep: Class 3 contains 14450 members 
Mstep: Class 4 contains 4143 members 
Mstep: Class 5 contains 8713 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 7 contains 185109 members 
Mstep: Class 8 contains 2078 members 
Mstep: Class 9 contains 34276 members 
Mstep: Class 10 contains 243184 members 
Mstep: Class 11 contains 57986 members 
Mstep: Class 12 contains 333886 members 
Mstep: Class 13 contains 10601 members 
Mstep: Class 14 contains 28943 members 
Mstep: Class 15 contains 8636 members 
Mstep: Class 16 contains 19485 members 
Mstep: Class 17 contains 41170 members 
Mstep: Class 18 contains 8822 members 
Mstep: Class 19 contains 22902 members 
Mstep: Class 20 contains 22581 members 
Mstep: Class 21 contains 4094 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 113349 members 
Mstep: Class 24 contains 84782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154563072.000000 Penalty: 83671.882812
Iteration 69Q: 25 clusters Score -1.545631e+08 nChanged 13814
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 1995 members 
Mstep: Class 3 contains 14492 members 
Mstep: Class 4 contains 4147 members 
Mstep: Class 5 contains 8709 members 
Mstep: Class 6 contains 4341 members 
Mstep: Class 7 contains 186077 members 
Mstep: Class 8 contains 2078 members 
Mstep: Class 9 contains 34678 members 
Mstep: Class 10 contains 244625 members 
Mstep: Class 11 contains 58135 members 
Mstep: Class 12 contains 331152 members 
Mstep: Class 13 contains 10601 members 
Mstep: Class 14 contains 29206 members 
Mstep: Class 15 contains 8581 members 
Mstep: Class 16 contains 19492 members 
Mstep: Class 17 contains 41046 members 
Mstep: Class 18 contains 8866 members 
Mstep: Class 19 contains 22926 members 
Mstep: Class 20 contains 22630 members 
Mstep: Class 21 contains 4097 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 112556 members 
Mstep: Class 24 contains 84676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154563552.000000 Penalty: 83671.882812
Iteration 70Q: 25 clusters Score -1.545636e+08 nChanged 12586
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 2004 members 
Mstep: Class 3 contains 14510 members 
Mstep: Class 4 contains 4146 members 
Mstep: Class 5 contains 8705 members 
Mstep: Class 6 contains 4332 members 
Mstep: Class 7 contains 186844 members 
Mstep: Class 8 contains 2078 members 
Mstep: Class 9 contains 35038 members 
Mstep: Class 10 contains 246370 members 
Mstep: Class 11 contains 58300 members 
Mstep: Class 12 contains 328536 members 
Mstep: Class 13 contains 10595 members 
Mstep: Class 14 contains 29440 members 
Mstep: Class 15 contains 8523 members 
Mstep: Class 16 contains 19489 members 
Mstep: Class 17 contains 40946 members 
Mstep: Class 18 contains 8908 members 
Mstep: Class 19 contains 22953 members 
Mstep: Class 20 contains 22654 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 111776 members 
Mstep: Class 24 contains 84527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154564832.000000 Penalty: 83671.882812
Iteration 71Q: 25 clusters Score -1.545648e+08 nChanged 11403
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 14525 members 
Mstep: Class 4 contains 4143 members 
Mstep: Class 5 contains 8702 members 
Mstep: Class 6 contains 4321 members 
Mstep: Class 7 contains 187403 members 
Mstep: Class 8 contains 2078 members 
Mstep: Class 9 contains 35341 members 
Mstep: Class 10 contains 248339 members 
Mstep: Class 11 contains 58450 members 
Mstep: Class 12 contains 326067 members 
Mstep: Class 13 contains 10587 members 
Mstep: Class 14 contains 29632 members 
Mstep: Class 15 contains 8450 members 
Mstep: Class 16 contains 19486 members 
Mstep: Class 17 contains 40864 members 
Mstep: Class 18 contains 8956 members 
Mstep: Class 19 contains 22969 members 
Mstep: Class 20 contains 22679 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 111042 members 
Mstep: Class 24 contains 84397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154566288.000000 Penalty: 83671.882812
Iteration 72Q: 25 clusters Score -1.545663e+08 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 2022 members 
Mstep: Class 3 contains 14501 members 
Mstep: Class 4 contains 4146 members 
Mstep: Class 5 contains 8690 members 
Mstep: Class 6 contains 4312 members 
Mstep: Class 7 contains 187804 members 
Mstep: Class 8 contains 2078 members 
Mstep: Class 9 contains 35603 members 
Mstep: Class 10 contains 250317 members 
Mstep: Class 11 contains 58576 members 
Mstep: Class 12 contains 323848 members 
Mstep: Class 13 contains 10588 members 
Mstep: Class 14 contains 29819 members 
Mstep: Class 15 contains 8385 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 40783 members 
Mstep: Class 18 contains 9014 members 
Mstep: Class 19 contains 23000 members 
Mstep: Class 20 contains 22713 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 110276 members 
Mstep: Class 24 contains 84211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154567424.000000 Penalty: 83671.882812
Iteration 73Q: 25 clusters Score -1.545674e+08 nChanged 9861
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 2034 members 
Mstep: Class 3 contains 14496 members 
Mstep: Class 4 contains 4143 members 
Mstep: Class 5 contains 8684 members 
Mstep: Class 6 contains 4306 members 
Mstep: Class 7 contains 188068 members 
Mstep: Class 8 contains 2078 members 
Mstep: Class 9 contains 35846 members 
Mstep: Class 10 contains 252446 members 
Mstep: Class 11 contains 58683 members 
Mstep: Class 12 contains 321600 members 
Mstep: Class 13 contains 10582 members 
Mstep: Class 14 contains 30014 members 
Mstep: Class 15 contains 8326 members 
Mstep: Class 16 contains 19504 members 
Mstep: Class 17 contains 40713 members 
Mstep: Class 18 contains 9064 members 
Mstep: Class 19 contains 23028 members 
Mstep: Class 20 contains 22745 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 109601 members 
Mstep: Class 24 contains 84009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154567552.000000 Penalty: 83671.882812
Iteration 74Q: 25 clusters Score -1.545676e+08 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 2051 members 
Mstep: Class 3 contains 14495 members 
Mstep: Class 4 contains 4146 members 
Mstep: Class 5 contains 8677 members 
Mstep: Class 6 contains 4287 members 
Mstep: Class 7 contains 188231 members 
Mstep: Class 8 contains 2078 members 
Mstep: Class 9 contains 36041 members 
Mstep: Class 10 contains 254838 members 
Mstep: Class 11 contains 58819 members 
Mstep: Class 12 contains 319189 members 
Mstep: Class 13 contains 10573 members 
Mstep: Class 14 contains 30146 members 
Mstep: Class 15 contains 8275 members 
Mstep: Class 16 contains 19512 members 
Mstep: Class 17 contains 40634 members 
Mstep: Class 18 contains 9110 members 
Mstep: Class 19 contains 23062 members 
Mstep: Class 20 contains 22786 members 
Mstep: Class 21 contains 4106 members 
Mstep: Class 22 contains 776 members 
Mstep: Class 23 contains 108939 members 
Mstep: Class 24 contains 83883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154568080.000000 Penalty: 83671.882812
Iteration 75Q: 25 clusters Score -1.545681e+08 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 2071 members 
Mstep: Class 3 contains 14473 members 
Mstep: Class 4 contains 4146 members 
Mstep: Class 5 contains 8673 members 
Mstep: Class 6 contains 4266 members 
Mstep: Class 7 contains 188242 members 
Mstep: Class 8 contains 2078 members 
Mstep: Class 9 contains 36226 members 
Mstep: Class 10 contains 257584 members 
Mstep: Class 11 contains 58958 members 
Mstep: Class 12 contains 316577 members 
Mstep: Class 13 contains 10565 members 
Mstep: Class 14 contains 30262 members 
Mstep: Class 15 contains 8220 members 
Mstep: Class 16 contains 19518 members 
Mstep: Class 17 contains 40558 members 
Mstep: Class 18 contains 9146 members 
Mstep: Class 19 contains 23089 members 
Mstep: Class 20 contains 22827 members 
Mstep: Class 21 contains 4110 members 
Mstep: Class 22 contains 776 members 
Mstep: Class 23 contains 108354 members 
Mstep: Class 24 contains 83761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154571440.000000 Penalty: 83671.882812
Iteration 76Q: 25 clusters Score -1.545714e+08 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 14445 members 
Mstep: Class 4 contains 4148 members 
Mstep: Class 5 contains 8665 members 
Mstep: Class 6 contains 4246 members 
Mstep: Class 7 contains 188164 members 
Mstep: Class 8 contains 2078 members 
Mstep: Class 9 contains 36367 members 
Mstep: Class 10 contains 259863 members 
Mstep: Class 11 contains 59070 members 
Mstep: Class 12 contains 314720 members 
Mstep: Class 13 contains 10563 members 
Mstep: Class 14 contains 30322 members 
Mstep: Class 15 contains 8156 members 
Mstep: Class 16 contains 19507 members 
Mstep: Class 17 contains 40486 members 
Mstep: Class 18 contains 9176 members 
Mstep: Class 19 contains 23131 members 
Mstep: Class 20 contains 22863 members 
Mstep: Class 21 contains 4111 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 107741 members 
Mstep: Class 24 contains 83638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154572752.000000 Penalty: 83671.882812
Iteration 77Q: 25 clusters Score -1.545728e+08 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 2106 members 
Mstep: Class 3 contains 14440 members 
Mstep: Class 4 contains 4151 members 
Mstep: Class 5 contains 8650 members 
Mstep: Class 6 contains 4233 members 
Mstep: Class 7 contains 187982 members 
Mstep: Class 8 contains 2078 members 
Mstep: Class 9 contains 36456 members 
Mstep: Class 10 contains 261817 members 
Mstep: Class 11 contains 59110 members 
Mstep: Class 12 contains 313553 members 
Mstep: Class 13 contains 10550 members 
Mstep: Class 14 contains 30317 members 
Mstep: Class 15 contains 8090 members 
Mstep: Class 16 contains 19484 members 
Mstep: Class 17 contains 40413 members 
Mstep: Class 18 contains 9195 members 
Mstep: Class 19 contains 23159 members 
Mstep: Class 20 contains 22909 members 
Mstep: Class 21 contains 4113 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 107075 members 
Mstep: Class 24 contains 83535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574400.000000 Penalty: 83671.882812
Iteration 78Q: 25 clusters Score -1.545744e+08 nChanged 7166
Entering ConstructFrom: 
Score: -154574400.000000 Penalty: 83671.882812
Entering ConstructFrom: 
Trying to split cluster 1 (20056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Entering Unmasked Estep 
Score: -2491736.250000 Penalty: 2456.758301
	Iteration 0F: 2 clusters Score -2491736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2477675.250000 Penalty: 4913.516602
	Iteration 0F: 3 clusters Score -2477675 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2482390.750000 Penalty: 4913.516602
	Iteration 1F: 3 clusters Score -2482391 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2482907.250000 Penalty: 4913.516602
	Iteration 2F: 3 clusters Score -2482907 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2483375.000000 Penalty: 4913.516602
	Iteration 3F: 3 clusters Score -2483375 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2483925.250000 Penalty: 4913.516602
	Iteration 4F: 3 clusters Score -2483925 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2484582.750000 Penalty: 4913.516602
	Iteration 5F: 3 clusters Score -2484583 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2485318.500000 Penalty: 4913.516602
	Iteration 6F: 3 clusters Score -2485318 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2486166.500000 Penalty: 4913.516602
	Iteration 7F: 3 clusters Score -2486166 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2487057.000000 Penalty: 4913.516602
	Iteration 8F: 3 clusters Score -2487057 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2487945.000000 Penalty: 4913.516602
	Iteration 9F: 3 clusters Score -2487945 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2488619.500000 Penalty: 4913.516602
	Iteration 10Q: 3 clusters Score -2488620 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2489147.500000 Penalty: 4913.516602
	Iteration 11Q: 3 clusters Score -2489148 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2489546.500000 Penalty: 4913.516602
	Iteration 12Q: 3 clusters Score -2489546 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2489825.250000 Penalty: 4913.516602
	Iteration 13Q: 3 clusters Score -2489825 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2490013.250000 Penalty: 4913.516602
	Iteration 14Q: 3 clusters Score -2490013 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2490162.500000 Penalty: 4913.516602
	Iteration 15Q: 3 clusters Score -2490162 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2490272.250000 Penalty: 4913.516602
	Iteration 16Q: 3 clusters Score -2490272 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2490340.500000 Penalty: 4913.516602
	Iteration 17Q: 3 clusters Score -2490340 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2490386.750000 Penalty: 4913.516602
	Iteration 18Q: 3 clusters Score -2490387 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2490424.500000 Penalty: 4913.516602
	Iteration 19Q: 3 clusters Score -2490424 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2490452.250000 Penalty: 4913.516602
	Iteration 20F: 3 clusters Score -2490452 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2490467.000000 Penalty: 4913.516602
	Iteration 21Q: 3 clusters Score -2490467 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2490481.750000 Penalty: 4913.516602
	Iteration 22Q: 3 clusters Score -2490482 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2490495.000000 Penalty: 4913.516602
	Iteration 23Q: 3 clusters Score -2490495 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2490502.000000 Penalty: 4913.516602
	Iteration 24Q: 3 clusters Score -2490502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2490506.000000 Penalty: 4913.516602
	Iteration 25Q: 3 clusters Score -2490506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2490512.000000 Penalty: 4913.516602
	Iteration 26Q: 3 clusters Score -2490512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2490517.750000 Penalty: 4913.516602
	Iteration 27Q: 3 clusters Score -2490518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2490521.000000 Penalty: 4913.516602
	Iteration 28Q: 3 clusters Score -2490521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2490523.750000 Penalty: 4913.516602
	Iteration 29Q: 3 clusters Score -2490524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2490526.000000 Penalty: 4913.516602
	Iteration 30Q: 3 clusters Score -2490526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2490538.500000 Penalty: 4913.516602
	Iteration 31Q: 3 clusters Score -2490538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2490535.500000 Penalty: 4913.516602
	Iteration 32Q: 3 clusters Score -2490536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2490535.750000 Penalty: 4913.516602
	Iteration 33Q: 3 clusters Score -2490536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2490536.750000 Penalty: 4913.516602
	Iteration 34Q: 3 clusters Score -2490537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2490541.000000 Penalty: 4913.516602
	Iteration 35Q: 3 clusters Score -2490541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2490541.250000 Penalty: 4913.516602
	Iteration 36Q: 3 clusters Score -2490541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2490538.500000 Penalty: 4913.516602
	Iteration 37Q: 3 clusters Score -2490538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2490538.500000 Penalty: 4913.516602
	Iteration 38F: 3 clusters Score -2490538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Entering Unmasked Estep 
Score: -202285.140625 Penalty: 1899.825195
	Iteration 0F: 2 clusters Score -202285.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -199589.906250 Penalty: 3799.650391
	Iteration 0F: 3 clusters Score -199589.9 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -200095.484375 Penalty: 3799.650391
	Iteration 1F: 3 clusters Score -200095.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -200252.109375 Penalty: 3799.650391
	Iteration 2F: 3 clusters Score -200252.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -200354.390625 Penalty: 3799.650391
	Iteration 3Q: 3 clusters Score -200354.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -200434.781250 Penalty: 3799.650391
	Iteration 4Q: 3 clusters Score -200434.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -200506.296875 Penalty: 3799.650391
	Iteration 5Q: 3 clusters Score -200506.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -200577.750000 Penalty: 3799.650391
	Iteration 6Q: 3 clusters Score -200577.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -200635.812500 Penalty: 3799.650391
	Iteration 7Q: 3 clusters Score -200635.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -200708.468750 Penalty: 3799.650391
	Iteration 8Q: 3 clusters Score -200708.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -200801.609375 Penalty: 3799.650391
	Iteration 9Q: 3 clusters Score -200801.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -200883.140625 Penalty: 3799.650391
	Iteration 10Q: 3 clusters Score -200883.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -200945.093750 Penalty: 3799.650391
	Iteration 11Q: 3 clusters Score -200945.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -200987.671875 Penalty: 3799.650391
	Iteration 12Q: 3 clusters Score -200987.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -201021.343750 Penalty: 3799.650391
	Iteration 13Q: 3 clusters Score -201021.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -201058.546875 Penalty: 3799.650391
	Iteration 14Q: 3 clusters Score -201058.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -201086.312500 Penalty: 3799.650391
	Iteration 15Q: 3 clusters Score -201086.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -201104.859375 Penalty: 3799.650391
	Iteration 16Q: 3 clusters Score -201104.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -201114.468750 Penalty: 3799.650391
	Iteration 17Q: 3 clusters Score -201114.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -201123.140625 Penalty: 3799.650391
	Iteration 18Q: 3 clusters Score -201123.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -201141.140625 Penalty: 3799.650391
	Iteration 19Q: 3 clusters Score -201141.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -201165.500000 Penalty: 3799.650391
	Iteration 20F: 3 clusters Score -201165.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -201185.734375 Penalty: 3799.650391
	Iteration 21Q: 3 clusters Score -201185.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -201204.406250 Penalty: 3799.650391
	Iteration 22Q: 3 clusters Score -201204.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -201225.484375 Penalty: 3799.650391
	Iteration 23Q: 3 clusters Score -201225.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -201235.984375 Penalty: 3799.650391
	Iteration 24Q: 3 clusters Score -201236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -201245.031250 Penalty: 3799.650391
	Iteration 25Q: 3 clusters Score -201245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -201254.984375 Penalty: 3799.650391
	Iteration 26Q: 3 clusters Score -201255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -201264.937500 Penalty: 3799.650391
	Iteration 27Q: 3 clusters Score -201264.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -201275.125000 Penalty: 3799.650391
	Iteration 28Q: 3 clusters Score -201275.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -201289.296875 Penalty: 3799.650391
	Iteration 29Q: 3 clusters Score -201289.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -201300.390625 Penalty: 3799.650391
	Iteration 30Q: 3 clusters Score -201300.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -201305.093750 Penalty: 3799.650391
	Iteration 31Q: 3 clusters Score -201305.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -201311.500000 Penalty: 3799.650391
	Iteration 32Q: 3 clusters Score -201311.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -201318.062500 Penalty: 3799.650391
	Iteration 33Q: 3 clusters Score -201318.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -201321.359375 Penalty: 3799.650391
	Iteration 34Q: 3 clusters Score -201321.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -201323.203125 Penalty: 3799.650391
	Iteration 35Q: 3 clusters Score -201323.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -201327.171875 Penalty: 3799.650391
	Iteration 36Q: 3 clusters Score -201327.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -201329.437500 Penalty: 3799.650391
	Iteration 37Q: 3 clusters Score -201329.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -201331.734375 Penalty: 3799.650391
	Iteration 38Q: 3 clusters Score -201331.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -201333.453125 Penalty: 3799.650391
	Iteration 39Q: 3 clusters Score -201333.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -201334.765625 Penalty: 3799.650391
	Iteration 40F: 3 clusters Score -201334.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -201335.281250 Penalty: 3799.650391
	Iteration 41Q: 3 clusters Score -201335.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -201335.718750 Penalty: 3799.650391
	Iteration 42Q: 3 clusters Score -201335.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -201335.718750 Penalty: 3799.650391
	Iteration 43F: 3 clusters Score -201335.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Entering Unmasked Estep 
Score: -1724110.250000 Penalty: 2375.077637
	Iteration 0F: 2 clusters Score -1724110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1713640.500000 Penalty: 4750.155273
	Iteration 0F: 3 clusters Score -1713640 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1717087.500000 Penalty: 4750.155273
	Iteration 1F: 3 clusters Score -1717088 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1717755.250000 Penalty: 4750.155273
	Iteration 2F: 3 clusters Score -1717755 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1718452.750000 Penalty: 4750.155273
	Iteration 3F: 3 clusters Score -1718453 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1719074.375000 Penalty: 4750.155273
	Iteration 4F: 3 clusters Score -1719074 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1719613.750000 Penalty: 4750.155273
	Iteration 5F: 3 clusters Score -1719614 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1720075.375000 Penalty: 4750.155273
	Iteration 6F: 3 clusters Score -1720075 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1720513.125000 Penalty: 4750.155273
	Iteration 7Q: 3 clusters Score -1720513 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1720951.875000 Penalty: 4750.155273
	Iteration 8Q: 3 clusters Score -1720952 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1721387.125000 Penalty: 4750.155273
	Iteration 9Q: 3 clusters Score -1721387 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1721770.250000 Penalty: 4750.155273
	Iteration 10Q: 3 clusters Score -1721770 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1722101.500000 Penalty: 4750.155273
	Iteration 11Q: 3 clusters Score -1722102 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1722333.750000 Penalty: 4750.155273
	Iteration 12Q: 3 clusters Score -1722334 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1722494.625000 Penalty: 4750.155273
	Iteration 13Q: 3 clusters Score -1722495 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1722593.125000 Penalty: 4750.155273
	Iteration 14Q: 3 clusters Score -1722593 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1722648.875000 Penalty: 4750.155273
	Iteration 15Q: 3 clusters Score -1722649 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1722684.000000 Penalty: 4750.155273
	Iteration 16Q: 3 clusters Score -1722684 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1722714.625000 Penalty: 4750.155273
	Iteration 17Q: 3 clusters Score -1722715 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1722734.500000 Penalty: 4750.155273
	Iteration 18Q: 3 clusters Score -1722734 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1722749.500000 Penalty: 4750.155273
	Iteration 19Q: 3 clusters Score -1722750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1722756.625000 Penalty: 4750.155273
	Iteration 20F: 3 clusters Score -1722757 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1722760.125000 Penalty: 4750.155273
	Iteration 21Q: 3 clusters Score -1722760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1722774.375000 Penalty: 4750.155273
	Iteration 22Q: 3 clusters Score -1722774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1722776.250000 Penalty: 4750.155273
	Iteration 23Q: 3 clusters Score -1722776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1722789.750000 Penalty: 4750.155273
	Iteration 24Q: 3 clusters Score -1722790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1722796.375000 Penalty: 4750.155273
	Iteration 25Q: 3 clusters Score -1722796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1722798.250000 Penalty: 4750.155273
	Iteration 26Q: 3 clusters Score -1722798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1722804.750000 Penalty: 4750.155273
	Iteration 27Q: 3 clusters Score -1722805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1722815.000000 Penalty: 4750.155273
	Iteration 28Q: 3 clusters Score -1722815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1722827.250000 Penalty: 4750.155273
	Iteration 29Q: 3 clusters Score -1722827 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1722838.625000 Penalty: 4750.155273
	Iteration 30Q: 3 clusters Score -1722839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1722846.750000 Penalty: 4750.155273
	Iteration 31Q: 3 clusters Score -1722847 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1722854.125000 Penalty: 4750.155273
	Iteration 32Q: 3 clusters Score -1722854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1722853.625000 Penalty: 4750.155273
	Iteration 33Q: 3 clusters Score -1722854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1722855.875000 Penalty: 4750.155273
	Iteration 34Q: 3 clusters Score -1722856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1722859.625000 Penalty: 4750.155273
	Iteration 35Q: 3 clusters Score -1722860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1722861.000000 Penalty: 4750.155273
	Iteration 36Q: 3 clusters Score -1722861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1722856.000000 Penalty: 4750.155273
	Iteration 37Q: 3 clusters Score -1722856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1722856.750000 Penalty: 4750.155273
	Iteration 38Q: 3 clusters Score -1722857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1722857.625000 Penalty: 4750.155273
	Iteration 39Q: 3 clusters Score -1722858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1722861.125000 Penalty: 4750.155273
	Iteration 40F: 3 clusters Score -1722861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1722860.750000 Penalty: 4750.155273
	Iteration 41Q: 3 clusters Score -1722861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1722862.875000 Penalty: 4750.155273
	Iteration 42Q: 3 clusters Score -1722863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1722861.500000 Penalty: 4750.155273
	Iteration 43Q: 3 clusters Score -1722862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1722863.500000 Penalty: 4750.155273
	Iteration 44Q: 3 clusters Score -1722864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1722865.250000 Penalty: 4750.155273
	Iteration 45Q: 3 clusters Score -1722865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1722866.250000 Penalty: 4750.155273
	Iteration 46Q: 3 clusters Score -1722866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1722866.000000 Penalty: 4750.155273
	Iteration 47Q: 3 clusters Score -1722866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1722866.750000 Penalty: 4750.155273
	Iteration 48Q: 3 clusters Score -1722867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1722865.875000 Penalty: 4750.155273
	Iteration 49Q: 3 clusters Score -1722866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1722868.250000 Penalty: 4750.155273
	Iteration 50Q: 3 clusters Score -1722868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1722867.625000 Penalty: 4750.155273
	Iteration 51Q: 3 clusters Score -1722868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1722871.625000 Penalty: 4750.155273
	Iteration 52Q: 3 clusters Score -1722872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1722870.250000 Penalty: 4750.155273
	Iteration 53Q: 3 clusters Score -1722870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1722870.625000 Penalty: 4750.155273
	Iteration 54Q: 3 clusters Score -1722871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1722872.250000 Penalty: 4750.155273
	Iteration 55Q: 3 clusters Score -1722872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1722873.125000 Penalty: 4750.155273
	Iteration 56Q: 3 clusters Score -1722873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1722871.625000 Penalty: 4750.155273
	Iteration 57Q: 3 clusters Score -1722872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1722875.250000 Penalty: 4750.155273
	Iteration 58Q: 3 clusters Score -1722875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1722875.000000 Penalty: 4750.155273
	Iteration 59Q: 3 clusters Score -1722875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1722877.625000 Penalty: 4750.155273
	Iteration 60F: 3 clusters Score -1722878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1722876.875000 Penalty: 4750.155273
	Iteration 61Q: 3 clusters Score -1722877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1722874.500000 Penalty: 4750.155273
	Iteration 62Q: 3 clusters Score -1722874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1722875.250000 Penalty: 4750.155273
	Iteration 63Q: 3 clusters Score -1722875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1722875.375000 Penalty: 4750.155273
	Iteration 64Q: 3 clusters Score -1722875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1722876.250000 Penalty: 4750.155273
	Iteration 65Q: 3 clusters Score -1722876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1722875.500000 Penalty: 4750.155273
	Iteration 66Q: 3 clusters Score -1722876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1722876.375000 Penalty: 4750.155273
	Iteration 67Q: 3 clusters Score -1722876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1722876.500000 Penalty: 4750.155273
	Iteration 68Q: 3 clusters Score -1722876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1722878.250000 Penalty: 4750.155273
	Iteration 69Q: 3 clusters Score -1722878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1722878.875000 Penalty: 4750.155273
	Iteration 70Q: 3 clusters Score -1722879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1722879.125000 Penalty: 4750.155273
	Iteration 71Q: 3 clusters Score -1722879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1722879.125000 Penalty: 4750.155273
	Iteration 72F: 3 clusters Score -1722879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Entering Unmasked Estep 
Score: -480706.375000 Penalty: 2066.113770
	Iteration 0F: 2 clusters Score -480706.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -476831.812500 Penalty: 4132.227539
	Iteration 0F: 3 clusters Score -476831.8 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -477898.343750 Penalty: 4132.227539
	Iteration 1F: 3 clusters Score -477898.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -478302.218750 Penalty: 4132.227539
	Iteration 2F: 3 clusters Score -478302.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -478703.468750 Penalty: 4132.227539
	Iteration 3F: 3 clusters Score -478703.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -479181.843750 Penalty: 4132.227539
	Iteration 4F: 3 clusters Score -479181.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -479654.781250 Penalty: 4132.227539
	Iteration 5F: 3 clusters Score -479654.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -480037.187500 Penalty: 4132.227539
	Iteration 6F: 3 clusters Score -480037.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -480298.406250 Penalty: 4132.227539
	Iteration 7F: 3 clusters Score -480298.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -480447.093750 Penalty: 4132.227539
	Iteration 8Q: 3 clusters Score -480447.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -480545.031250 Penalty: 4132.227539
	Iteration 9Q: 3 clusters Score -480545 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -480602.906250 Penalty: 4132.227539
	Iteration 10Q: 3 clusters Score -480602.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -480632.687500 Penalty: 4132.227539
	Iteration 11Q: 3 clusters Score -480632.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -480650.000000 Penalty: 4132.227539
	Iteration 12Q: 3 clusters Score -480650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -480664.406250 Penalty: 4132.227539
	Iteration 13Q: 3 clusters Score -480664.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -480671.812500 Penalty: 4132.227539
	Iteration 14Q: 3 clusters Score -480671.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -480673.000000 Penalty: 4132.227539
	Iteration 15Q: 3 clusters Score -480673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -480675.437500 Penalty: 4132.227539
	Iteration 16Q: 3 clusters Score -480675.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -480675.562500 Penalty: 4132.227539
	Iteration 17Q: 3 clusters Score -480675.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -480675.406250 Penalty: 4132.227539
	Iteration 18Q: 3 clusters Score -480675.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -480675.406250 Penalty: 4132.227539
	Iteration 19F: 3 clusters Score -480675.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Entering Unmasked Estep 
Score: -941732.562500 Penalty: 2247.767578
	Iteration 0F: 2 clusters Score -941732.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -934868.062500 Penalty: 4495.535156
	Iteration 0F: 3 clusters Score -934868.1 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -936922.062500 Penalty: 4495.535156
	Iteration 1F: 3 clusters Score -936922.1 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -937310.062500 Penalty: 4495.535156
	Iteration 2F: 3 clusters Score -937310.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -937617.812500 Penalty: 4495.535156
	Iteration 3F: 3 clusters Score -937617.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -937871.875000 Penalty: 4495.535156
	Iteration 4F: 3 clusters Score -937871.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -938103.312500 Penalty: 4495.535156
	Iteration 5Q: 3 clusters Score -938103.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -938320.062500 Penalty: 4495.535156
	Iteration 6Q: 3 clusters Score -938320.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -938528.312500 Penalty: 4495.535156
	Iteration 7Q: 3 clusters Score -938528.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -938743.375000 Penalty: 4495.535156
	Iteration 8Q: 3 clusters Score -938743.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -938924.750000 Penalty: 4495.535156
	Iteration 9Q: 3 clusters Score -938924.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -939083.437500 Penalty: 4495.535156
	Iteration 10Q: 3 clusters Score -939083.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -939200.000000 Penalty: 4495.535156
	Iteration 11Q: 3 clusters Score -939200 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -939299.875000 Penalty: 4495.535156
	Iteration 12Q: 3 clusters Score -939299.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -939383.187500 Penalty: 4495.535156
	Iteration 13Q: 3 clusters Score -939383.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -939453.250000 Penalty: 4495.535156
	Iteration 14Q: 3 clusters Score -939453.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -939497.812500 Penalty: 4495.535156
	Iteration 15Q: 3 clusters Score -939497.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -939535.875000 Penalty: 4495.535156
	Iteration 16Q: 3 clusters Score -939535.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -939564.812500 Penalty: 4495.535156
	Iteration 17Q: 3 clusters Score -939564.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -939588.937500 Penalty: 4495.535156
	Iteration 18Q: 3 clusters Score -939588.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -939606.687500 Penalty: 4495.535156
	Iteration 19Q: 3 clusters Score -939606.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -939621.312500 Penalty: 4495.535156
	Iteration 20F: 3 clusters Score -939621.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -939630.250000 Penalty: 4495.535156
	Iteration 21Q: 3 clusters Score -939630.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -939641.937500 Penalty: 4495.535156
	Iteration 22Q: 3 clusters Score -939641.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -939654.187500 Penalty: 4495.535156
	Iteration 23Q: 3 clusters Score -939654.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -939663.750000 Penalty: 4495.535156
	Iteration 24Q: 3 clusters Score -939663.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -939668.625000 Penalty: 4495.535156
	Iteration 25Q: 3 clusters Score -939668.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -939671.812500 Penalty: 4495.535156
	Iteration 26Q: 3 clusters Score -939671.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -939679.062500 Penalty: 4495.535156
	Iteration 27Q: 3 clusters Score -939679.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -939681.812500 Penalty: 4495.535156
	Iteration 28Q: 3 clusters Score -939681.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -939684.937500 Penalty: 4495.535156
	Iteration 29Q: 3 clusters Score -939684.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -939688.937500 Penalty: 4495.535156
	Iteration 30Q: 3 clusters Score -939688.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -939693.875000 Penalty: 4495.535156
	Iteration 31Q: 3 clusters Score -939693.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -939700.875000 Penalty: 4495.535156
	Iteration 32Q: 3 clusters Score -939700.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -939703.437500 Penalty: 4495.535156
	Iteration 33Q: 3 clusters Score -939703.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -939707.875000 Penalty: 4495.535156
	Iteration 34Q: 3 clusters Score -939707.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -939708.750000 Penalty: 4495.535156
	Iteration 35Q: 3 clusters Score -939708.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -939712.250000 Penalty: 4495.535156
	Iteration 36Q: 3 clusters Score -939712.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -939714.750000 Penalty: 4495.535156
	Iteration 37Q: 3 clusters Score -939714.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -939716.750000 Penalty: 4495.535156
	Iteration 38Q: 3 clusters Score -939716.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -939719.375000 Penalty: 4495.535156
	Iteration 39Q: 3 clusters Score -939719.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -939724.125000 Penalty: 4495.535156
	Iteration 40F: 3 clusters Score -939724.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -939729.000000 Penalty: 4495.535156
	Iteration 41Q: 3 clusters Score -939729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -939734.000000 Penalty: 4495.535156
	Iteration 42Q: 3 clusters Score -939734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -939735.687500 Penalty: 4495.535156
	Iteration 43Q: 3 clusters Score -939735.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -939738.312500 Penalty: 4495.535156
	Iteration 44Q: 3 clusters Score -939738.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -939741.062500 Penalty: 4495.535156
	Iteration 45Q: 3 clusters Score -939741.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -939743.062500 Penalty: 4495.535156
	Iteration 46Q: 3 clusters Score -939743.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -939745.312500 Penalty: 4495.535156
	Iteration 47Q: 3 clusters Score -939745.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -939749.750000 Penalty: 4495.535156
	Iteration 48Q: 3 clusters Score -939749.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -939755.250000 Penalty: 4495.535156
	Iteration 49Q: 3 clusters Score -939755.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -939759.062500 Penalty: 4495.535156
	Iteration 50Q: 3 clusters Score -939759.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -939759.312500 Penalty: 4495.535156
	Iteration 51Q: 3 clusters Score -939759.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -939764.625000 Penalty: 4495.535156
	Iteration 52Q: 3 clusters Score -939764.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -939772.562500 Penalty: 4495.535156
	Iteration 53Q: 3 clusters Score -939772.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -939777.937500 Penalty: 4495.535156
	Iteration 54Q: 3 clusters Score -939777.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -939784.000000 Penalty: 4495.535156
	Iteration 55Q: 3 clusters Score -939784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -939792.312500 Penalty: 4495.535156
	Iteration 56Q: 3 clusters Score -939792.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -939803.250000 Penalty: 4495.535156
	Iteration 57Q: 3 clusters Score -939803.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -939814.312500 Penalty: 4495.535156
	Iteration 58Q: 3 clusters Score -939814.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -939828.687500 Penalty: 4495.535156
	Iteration 59Q: 3 clusters Score -939828.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -939844.312500 Penalty: 4495.535156
	Iteration 60F: 3 clusters Score -939844.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -939873.062500 Penalty: 4495.535156
	Iteration 61Q: 3 clusters Score -939873.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -939914.687500 Penalty: 4495.535156
	Iteration 62Q: 3 clusters Score -939914.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -939956.812500 Penalty: 4495.535156
	Iteration 63Q: 3 clusters Score -939956.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -940001.500000 Penalty: 4495.535156
	Iteration 64Q: 3 clusters Score -940001.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -940030.687500 Penalty: 4495.535156
	Iteration 65Q: 3 clusters Score -940030.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -940056.937500 Penalty: 4495.535156
	Iteration 66Q: 3 clusters Score -940056.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -940075.000000 Penalty: 4495.535156
	Iteration 67Q: 3 clusters Score -940075 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -940098.625000 Penalty: 4495.535156
	Iteration 68Q: 3 clusters Score -940098.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -940114.187500 Penalty: 4495.535156
	Iteration 69Q: 3 clusters Score -940114.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -940131.875000 Penalty: 4495.535156
	Iteration 70Q: 3 clusters Score -940131.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -940148.375000 Penalty: 4495.535156
	Iteration 71Q: 3 clusters Score -940148.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -940161.375000 Penalty: 4495.535156
	Iteration 72Q: 3 clusters Score -940161.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -940183.312500 Penalty: 4495.535156
	Iteration 73Q: 3 clusters Score -940183.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -940199.375000 Penalty: 4495.535156
	Iteration 74Q: 3 clusters Score -940199.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -940218.062500 Penalty: 4495.535156
	Iteration 75Q: 3 clusters Score -940218.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -940230.062500 Penalty: 4495.535156
	Iteration 76Q: 3 clusters Score -940230.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -940239.250000 Penalty: 4495.535156
	Iteration 77Q: 3 clusters Score -940239.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -940246.250000 Penalty: 4495.535156
	Iteration 78Q: 3 clusters Score -940246.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -940255.250000 Penalty: 4495.535156
	Iteration 79Q: 3 clusters Score -940255.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -940257.875000 Penalty: 4495.535156
	Iteration 80F: 3 clusters Score -940257.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -940267.000000 Penalty: 4495.535156
	Iteration 81Q: 3 clusters Score -940267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -940271.375000 Penalty: 4495.535156
	Iteration 82Q: 3 clusters Score -940271.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -940281.312500 Penalty: 4495.535156
	Iteration 83Q: 3 clusters Score -940281.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -940284.562500 Penalty: 4495.535156
	Iteration 84Q: 3 clusters Score -940284.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -940288.562500 Penalty: 4495.535156
	Iteration 85Q: 3 clusters Score -940288.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -940291.375000 Penalty: 4495.535156
	Iteration 86Q: 3 clusters Score -940291.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -940292.437500 Penalty: 4495.535156
	Iteration 87Q: 3 clusters Score -940292.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -940292.875000 Penalty: 4495.535156
	Iteration 88Q: 3 clusters Score -940292.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -940295.750000 Penalty: 4495.535156
	Iteration 89Q: 3 clusters Score -940295.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -940295.062500 Penalty: 4495.535156
	Iteration 90Q: 3 clusters Score -940295.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -940295.812500 Penalty: 4495.535156
	Iteration 91Q: 3 clusters Score -940295.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -940296.687500 Penalty: 4495.535156
	Iteration 92Q: 3 clusters Score -940296.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -940297.187500 Penalty: 4495.535156
	Iteration 93Q: 3 clusters Score -940297.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -940297.187500 Penalty: 4495.535156
	Iteration 94Q: 3 clusters Score -940297.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -940300.687500 Penalty: 4495.535156
	Iteration 95Q: 3 clusters Score -940300.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -940299.812500 Penalty: 4495.535156
	Iteration 96Q: 3 clusters Score -940299.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -940301.375000 Penalty: 4495.535156
	Iteration 97Q: 3 clusters Score -940301.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -940303.062500 Penalty: 4495.535156
	Iteration 98Q: 3 clusters Score -940303.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -940303.062500 Penalty: 4495.535156
	Iteration 99F: 3 clusters Score -940303.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Entering Unmasked Estep 
Score: -437515.843750 Penalty: 2070.260986
	Iteration 0F: 2 clusters Score -437515.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -433522.843750 Penalty: 4140.521973
	Iteration 0F: 3 clusters Score -433522.8 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -434505.625000 Penalty: 4140.521973
	Iteration 1F: 3 clusters Score -434505.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -434889.531250 Penalty: 4140.521973
	Iteration 2F: 3 clusters Score -434889.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -435409.968750 Penalty: 4140.521973
	Iteration 3F: 3 clusters Score -435410 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -436038.250000 Penalty: 4140.521973
	Iteration 4F: 3 clusters Score -436038.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -436555.562500 Penalty: 4140.521973
	Iteration 5F: 3 clusters Score -436555.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -437000.937500 Penalty: 4140.521973
	Iteration 6F: 3 clusters Score -437000.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -437442.875000 Penalty: 4140.521973
	Iteration 7Q: 3 clusters Score -437442.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -437666.656250 Penalty: 4140.521973
	Iteration 8Q: 3 clusters Score -437666.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -437737.343750 Penalty: 4140.521973
	Iteration 9Q: 3 clusters Score -437737.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -437764.500000 Penalty: 4140.521973
	Iteration 10Q: 3 clusters Score -437764.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -437776.937500 Penalty: 4140.521973
	Iteration 11Q: 3 clusters Score -437776.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -437785.250000 Penalty: 4140.521973
	Iteration 12Q: 3 clusters Score -437785.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -437794.281250 Penalty: 4140.521973
	Iteration 13Q: 3 clusters Score -437794.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -437796.250000 Penalty: 4140.521973
	Iteration 14Q: 3 clusters Score -437796.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -437799.875000 Penalty: 4140.521973
	Iteration 15Q: 3 clusters Score -437799.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -437801.375000 Penalty: 4140.521973
	Iteration 16Q: 3 clusters Score -437801.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -437803.125000 Penalty: 4140.521973
	Iteration 17Q: 3 clusters Score -437803.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -437803.750000 Penalty: 4140.521973
	Iteration 18Q: 3 clusters Score -437803.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -437804.125000 Penalty: 4140.521973
	Iteration 19Q: 3 clusters Score -437804.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -437805.968750 Penalty: 4140.521973
	Iteration 20F: 3 clusters Score -437806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -437806.031250 Penalty: 4140.521973
	Iteration 21Q: 3 clusters Score -437806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -437806.437500 Penalty: 4140.521973
	Iteration 22Q: 3 clusters Score -437806.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -437806.437500 Penalty: 4140.521973
	Iteration 23F: 3 clusters Score -437806.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 2123 members 
Mstep: Class 3 contains 14428 members 
Mstep: Class 4 contains 4151 members 
Mstep: Class 5 contains 8635 members 
Mstep: Class 6 contains 1056 members 
Mstep: Class 7 contains 187756 members 
Mstep: Class 8 contains 2078 members 
Mstep: Class 9 contains 36559 members 
Mstep: Class 10 contains 263779 members 
Mstep: Class 11 contains 59120 members 
Mstep: Class 12 contains 312484 members 
Mstep: Class 13 contains 10535 members 
Mstep: Class 14 contains 30315 members 
Mstep: Class 15 contains 8023 members 
Mstep: Class 16 contains 19469 members 
Mstep: Class 17 contains 40348 members 
Mstep: Class 18 contains 9213 members 
Mstep: Class 19 contains 23182 members 
Mstep: Class 20 contains 22950 members 
Mstep: Class 21 contains 4115 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 106353 members 
Mstep: Class 24 contains 83436 members 
Mstep: Class 25 contains 3165 members 
Entering Unmasked Estep 
Score: -154573488.000000 Penalty: 87158.210938
Splitting cluster 6 changes total score from -154574400.000000 to -154573488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (187756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187756 members 
Entering Unmasked Estep 
Score: -23474328.000000 Penalty: 3011.438965
	Iteration 0F: 2 clusters Score -2.347433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93972 members 
Mstep: Class 2 contains 93784 members 
Entering Unmasked Estep 
Score: -23352928.000000 Penalty: 6022.877930
	Iteration 0F: 3 clusters Score -2.335293e+07 nChanged 90366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95352 members 
Mstep: Class 2 contains 92404 members 
Entering Unmasked Estep 
Score: -23406572.000000 Penalty: 6022.877930
	Iteration 1F: 3 clusters Score -2.340657e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96621 members 
Mstep: Class 2 contains 91135 members 
Entering Unmasked Estep 
Score: -23408830.000000 Penalty: 6022.877930
	Iteration 2Q: 3 clusters Score -2.340883e+07 nChanged 8430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98815 members 
Mstep: Class 2 contains 88941 members 
Entering Unmasked Estep 
Score: -23412568.000000 Penalty: 6022.877930
	Iteration 3Q: 3 clusters Score -2.341257e+07 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102343 members 
Mstep: Class 2 contains 85413 members 
Entering Unmasked Estep 
Score: -23417868.000000 Penalty: 6022.877930
	Iteration 4F: 3 clusters Score -2.341787e+07 nChanged 12382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107231 members 
Mstep: Class 2 contains 80525 members 
Entering Unmasked Estep 
Score: -23425280.000000 Penalty: 6022.877930
	Iteration 5F: 3 clusters Score -2.342528e+07 nChanged 13266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113277 members 
Mstep: Class 2 contains 74479 members 
Entering Unmasked Estep 
Score: -23434156.000000 Penalty: 6022.877930
	Iteration 6F: 3 clusters Score -2.343416e+07 nChanged 12542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119383 members 
Mstep: Class 2 contains 68373 members 
Entering Unmasked Estep 
Score: -23441988.000000 Penalty: 6022.877930
	Iteration 7F: 3 clusters Score -2.344199e+07 nChanged 10339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124562 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -23448394.000000 Penalty: 6022.877930
	Iteration 8F: 3 clusters Score -2.344839e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128772 members 
Mstep: Class 2 contains 58984 members 
Entering Unmasked Estep 
Score: -23453154.000000 Penalty: 6022.877930
	Iteration 9Q: 3 clusters Score -2.345315e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132330 members 
Mstep: Class 2 contains 55426 members 
Entering Unmasked Estep 
Score: -23456312.000000 Penalty: 6022.877930
	Iteration 10Q: 3 clusters Score -2.345631e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135560 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -23458520.000000 Penalty: 6022.877930
	Iteration 11Q: 3 clusters Score -2.345852e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138585 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -23459882.000000 Penalty: 6022.877930
	Iteration 12Q: 3 clusters Score -2.345988e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141568 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -23461020.000000 Penalty: 6022.877930
	Iteration 13Q: 3 clusters Score -2.346102e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144507 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -23462000.000000 Penalty: 6022.877930
	Iteration 14Q: 3 clusters Score -2.3462e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147490 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -23463252.000000 Penalty: 6022.877930
	Iteration 15Q: 3 clusters Score -2.346325e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150401 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -23464246.000000 Penalty: 6022.877930
	Iteration 16Q: 3 clusters Score -2.346425e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153214 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -23465136.000000 Penalty: 6022.877930
	Iteration 17Q: 3 clusters Score -2.346514e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155866 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -23465894.000000 Penalty: 6022.877930
	Iteration 18Q: 3 clusters Score -2.346589e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158463 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -23466788.000000 Penalty: 6022.877930
	Iteration 19Q: 3 clusters Score -2.346679e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161038 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -23467610.000000 Penalty: 6022.877930
	Iteration 20F: 3 clusters Score -2.346761e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163574 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -23468436.000000 Penalty: 6022.877930
	Iteration 21Q: 3 clusters Score -2.346844e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166069 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -23469184.000000 Penalty: 6022.877930
	Iteration 22Q: 3 clusters Score -2.346918e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168488 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -23469912.000000 Penalty: 6022.877930
	Iteration 23Q: 3 clusters Score -2.346991e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170740 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -23470626.000000 Penalty: 6022.877930
	Iteration 24Q: 3 clusters Score -2.347063e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172837 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -23471256.000000 Penalty: 6022.877930
	Iteration 25Q: 3 clusters Score -2.347126e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174697 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -23471808.000000 Penalty: 6022.877930
	Iteration 26Q: 3 clusters Score -2.347181e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176306 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -23472198.000000 Penalty: 6022.877930
	Iteration 27Q: 3 clusters Score -2.34722e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177705 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -23472544.000000 Penalty: 6022.877930
	Iteration 28Q: 3 clusters Score -2.347254e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178895 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -23472668.000000 Penalty: 6022.877930
	Iteration 29Q: 3 clusters Score -2.347267e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179888 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -23472894.000000 Penalty: 6022.877930
	Iteration 30Q: 3 clusters Score -2.347289e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180708 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -23473030.000000 Penalty: 6022.877930
	Iteration 31Q: 3 clusters Score -2.347303e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181371 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -23473000.000000 Penalty: 6022.877930
	Iteration 32Q: 3 clusters Score -2.3473e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181940 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -23473112.000000 Penalty: 6022.877930
	Iteration 33Q: 3 clusters Score -2.347311e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182458 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -23473228.000000 Penalty: 6022.877930
	Iteration 34Q: 3 clusters Score -2.347323e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182897 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -23473328.000000 Penalty: 6022.877930
	Iteration 35Q: 3 clusters Score -2.347333e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183242 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -23473404.000000 Penalty: 6022.877930
	Iteration 36Q: 3 clusters Score -2.34734e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183528 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -23473490.000000 Penalty: 6022.877930
	Iteration 37Q: 3 clusters Score -2.347349e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183759 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -23473546.000000 Penalty: 6022.877930
	Iteration 38Q: 3 clusters Score -2.347355e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183946 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -23473540.000000 Penalty: 6022.877930
	Iteration 39Q: 3 clusters Score -2.347354e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184107 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -23473540.000000 Penalty: 6022.877930
	Iteration 40F: 3 clusters Score -2.347354e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184236 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -23473544.000000 Penalty: 6022.877930
	Iteration 41Q: 3 clusters Score -2.347354e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184324 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -23473590.000000 Penalty: 6022.877930
	Iteration 42Q: 3 clusters Score -2.347359e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184381 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -23473580.000000 Penalty: 6022.877930
	Iteration 43Q: 3 clusters Score -2.347358e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184427 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -23473546.000000 Penalty: 6022.877930
	Iteration 44Q: 3 clusters Score -2.347355e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184464 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -23473544.000000 Penalty: 6022.877930
	Iteration 45Q: 3 clusters Score -2.347354e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184499 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -23473556.000000 Penalty: 6022.877930
	Iteration 46Q: 3 clusters Score -2.347356e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184528 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -23473576.000000 Penalty: 6022.877930
	Iteration 47Q: 3 clusters Score -2.347358e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184554 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -23473598.000000 Penalty: 6022.877930
	Iteration 48Q: 3 clusters Score -2.34736e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184573 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -23473644.000000 Penalty: 6022.877930
	Iteration 49Q: 3 clusters Score -2.347364e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184597 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -23473668.000000 Penalty: 6022.877930
	Iteration 50Q: 3 clusters Score -2.347367e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184613 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -23473658.000000 Penalty: 6022.877930
	Iteration 51Q: 3 clusters Score -2.347366e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184629 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -23473676.000000 Penalty: 6022.877930
	Iteration 52Q: 3 clusters Score -2.347368e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184647 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -23473706.000000 Penalty: 6022.877930
	Iteration 53Q: 3 clusters Score -2.347371e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184643 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -23473710.000000 Penalty: 6022.877930
	Iteration 54Q: 3 clusters Score -2.347371e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184653 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -23473674.000000 Penalty: 6022.877930
	Iteration 55Q: 3 clusters Score -2.347367e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184658 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -23473710.000000 Penalty: 6022.877930
	Iteration 56Q: 3 clusters Score -2.347371e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184667 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -23473732.000000 Penalty: 6022.877930
	Iteration 57Q: 3 clusters Score -2.347373e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184679 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -23473726.000000 Penalty: 6022.877930
	Iteration 58Q: 3 clusters Score -2.347373e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184670 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -23473750.000000 Penalty: 6022.877930
	Iteration 59Q: 3 clusters Score -2.347375e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184668 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -23473730.000000 Penalty: 6022.877930
	Iteration 60F: 3 clusters Score -2.347373e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184677 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -23473768.000000 Penalty: 6022.877930
	Iteration 61Q: 3 clusters Score -2.347377e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184688 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -23473802.000000 Penalty: 6022.877930
	Iteration 62Q: 3 clusters Score -2.34738e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184690 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -23473794.000000 Penalty: 6022.877930
	Iteration 63Q: 3 clusters Score -2.347379e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184699 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -23473806.000000 Penalty: 6022.877930
	Iteration 64Q: 3 clusters Score -2.347381e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184704 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -23473830.000000 Penalty: 6022.877930
	Iteration 65Q: 3 clusters Score -2.347383e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184711 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -23473838.000000 Penalty: 6022.877930
	Iteration 66Q: 3 clusters Score -2.347384e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184706 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -23473842.000000 Penalty: 6022.877930
	Iteration 67Q: 3 clusters Score -2.347384e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184707 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -23473834.000000 Penalty: 6022.877930
	Iteration 68Q: 3 clusters Score -2.347383e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184704 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -23473840.000000 Penalty: 6022.877930
	Iteration 69Q: 3 clusters Score -2.347384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184707 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -23473834.000000 Penalty: 6022.877930
	Iteration 70Q: 3 clusters Score -2.347383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184708 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -23473820.000000 Penalty: 6022.877930
	Iteration 71Q: 3 clusters Score -2.347382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184713 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -23473804.000000 Penalty: 6022.877930
	Iteration 72Q: 3 clusters Score -2.34738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184711 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -23473820.000000 Penalty: 6022.877930
	Iteration 73Q: 3 clusters Score -2.347382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184712 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -23473812.000000 Penalty: 6022.877930
	Iteration 74Q: 3 clusters Score -2.347381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184712 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -23473810.000000 Penalty: 6022.877930
	Iteration 75Q: 3 clusters Score -2.347381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184713 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -23473798.000000 Penalty: 6022.877930
	Iteration 76Q: 3 clusters Score -2.34738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184712 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -23473804.000000 Penalty: 6022.877930
	Iteration 77Q: 3 clusters Score -2.34738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184713 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -23473798.000000 Penalty: 6022.877930
	Iteration 78Q: 3 clusters Score -2.34738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184709 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -23473812.000000 Penalty: 6022.877930
	Iteration 79Q: 3 clusters Score -2.347381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184711 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -23473806.000000 Penalty: 6022.877930
	Iteration 80F: 3 clusters Score -2.347381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184713 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -23473798.000000 Penalty: 6022.877930
	Iteration 81Q: 3 clusters Score -2.34738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184713 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -23473798.000000 Penalty: 6022.877930
	Iteration 82F: 3 clusters Score -2.34738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Entering Unmasked Estep 
Score: -234325.640625 Penalty: 1894.511963
	Iteration 0F: 2 clusters Score -234325.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -231676.750000 Penalty: 3789.023926
	Iteration 0F: 3 clusters Score -231676.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -232279.140625 Penalty: 3789.023926
	Iteration 1F: 3 clusters Score -232279.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -232673.921875 Penalty: 3789.023926
	Iteration 2F: 3 clusters Score -232673.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -233006.890625 Penalty: 3789.023926
	Iteration 3F: 3 clusters Score -233006.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -233251.375000 Penalty: 3789.023926
	Iteration 4F: 3 clusters Score -233251.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -233533.515625 Penalty: 3789.023926
	Iteration 5F: 3 clusters Score -233533.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -233919.187500 Penalty: 3789.023926
	Iteration 6F: 3 clusters Score -233919.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -234174.875000 Penalty: 3789.023926
	Iteration 7Q: 3 clusters Score -234174.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -234271.062500 Penalty: 3789.023926
	Iteration 8Q: 3 clusters Score -234271.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -234324.765625 Penalty: 3789.023926
	Iteration 9Q: 3 clusters Score -234324.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -234373.109375 Penalty: 3789.023926
	Iteration 10Q: 3 clusters Score -234373.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -234430.968750 Penalty: 3789.023926
	Iteration 11Q: 3 clusters Score -234431 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -234552.015625 Penalty: 3789.023926
	Iteration 12Q: 3 clusters Score -234552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -234785.328125 Penalty: 3789.023926
	Iteration 13Q: 3 clusters Score -234785.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -234980.921875 Penalty: 3789.023926
	Iteration 14Q: 3 clusters Score -234980.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -235031.453125 Penalty: 3789.023926
	Iteration 15Q: 3 clusters Score -235031.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -235058.265625 Penalty: 3789.023926
	Iteration 16Q: 3 clusters Score -235058.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -235074.156250 Penalty: 3789.023926
	Iteration 17Q: 3 clusters Score -235074.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -235096.296875 Penalty: 3789.023926
	Iteration 18Q: 3 clusters Score -235096.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -235126.203125 Penalty: 3789.023926
	Iteration 19Q: 3 clusters Score -235126.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -235177.921875 Penalty: 3789.023926
	Iteration 20F: 3 clusters Score -235177.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -235252.781250 Penalty: 3789.023926
	Iteration 21Q: 3 clusters Score -235252.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -235349.437500 Penalty: 3789.023926
	Iteration 22Q: 3 clusters Score -235349.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -235571.203125 Penalty: 3789.023926
	Iteration 23Q: 3 clusters Score -235571.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -235783.343750 Penalty: 3789.023926
	Iteration 24Q: 3 clusters Score -235783.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -235817.078125 Penalty: 3789.023926
	Iteration 25Q: 3 clusters Score -235817.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -235817.078125 Penalty: 3789.023926
	Iteration 26F: 3 clusters Score -235817.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 2123 members 
Mstep: Class 3 contains 14428 members 
Mstep: Class 4 contains 4151 members 
Mstep: Class 5 contains 8635 members 
Mstep: Class 6 contains 4221 members 
Mstep: Class 7 contains 187756 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 36559 members 
Mstep: Class 10 contains 263779 members 
Mstep: Class 11 contains 59120 members 
Mstep: Class 12 contains 312484 members 
Mstep: Class 13 contains 10535 members 
Mstep: Class 14 contains 30315 members 
Mstep: Class 15 contains 8023 members 
Mstep: Class 16 contains 19469 members 
Mstep: Class 17 contains 40348 members 
Mstep: Class 18 contains 9213 members 
Mstep: Class 19 contains 23182 members 
Mstep: Class 20 contains 22950 members 
Mstep: Class 21 contains 4115 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 106353 members 
Mstep: Class 24 contains 83436 members 
Mstep: Class 25 contains 846 members 
Entering Unmasked Estep 
Score: -154574672.000000 Penalty: 87158.210938
Splitting cluster 8 changes total score from -154574400.000000 to -154574672.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (36559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Entering Unmasked Estep 
Score: -4555571.500000 Penalty: 2605.657227
	Iteration 0F: 2 clusters Score -4555572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -4530500.500000 Penalty: 5211.314453
	Iteration 0F: 3 clusters Score -4530500 nChanged 16746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -4539685.500000 Penalty: 5211.314453
	Iteration 1F: 3 clusters Score -4539686 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -4540213.000000 Penalty: 5211.314453
	Iteration 2Q: 3 clusters Score -4540213 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -4540670.500000 Penalty: 5211.314453
	Iteration 3Q: 3 clusters Score -4540670 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -4541174.000000 Penalty: 5211.314453
	Iteration 4Q: 3 clusters Score -4541174 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -4541806.500000 Penalty: 5211.314453
	Iteration 5Q: 3 clusters Score -4541806 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -4542685.500000 Penalty: 5211.314453
	Iteration 6Q: 3 clusters Score -4542686 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -4543866.000000 Penalty: 5211.314453
	Iteration 7F: 3 clusters Score -4543866 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -4545355.000000 Penalty: 5211.314453
	Iteration 8F: 3 clusters Score -4545355 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -4547044.500000 Penalty: 5211.314453
	Iteration 9F: 3 clusters Score -4547044 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -4548851.500000 Penalty: 5211.314453
	Iteration 10F: 3 clusters Score -4548852 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -4550433.000000 Penalty: 5211.314453
	Iteration 11Q: 3 clusters Score -4550433 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -4551498.500000 Penalty: 5211.314453
	Iteration 12Q: 3 clusters Score -4551498 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -4552222.000000 Penalty: 5211.314453
	Iteration 13Q: 3 clusters Score -4552222 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -4552621.500000 Penalty: 5211.314453
	Iteration 14Q: 3 clusters Score -4552622 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -4552891.500000 Penalty: 5211.314453
	Iteration 15Q: 3 clusters Score -4552892 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -4553072.500000 Penalty: 5211.314453
	Iteration 16Q: 3 clusters Score -4553072 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -4553176.500000 Penalty: 5211.314453
	Iteration 17Q: 3 clusters Score -4553176 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -4553226.000000 Penalty: 5211.314453
	Iteration 18Q: 3 clusters Score -4553226 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -4553254.500000 Penalty: 5211.314453
	Iteration 19Q: 3 clusters Score -4553254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -4553288.000000 Penalty: 5211.314453
	Iteration 20F: 3 clusters Score -4553288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -4553309.000000 Penalty: 5211.314453
	Iteration 21Q: 3 clusters Score -4553309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -4553333.000000 Penalty: 5211.314453
	Iteration 22Q: 3 clusters Score -4553333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -4553345.000000 Penalty: 5211.314453
	Iteration 23Q: 3 clusters Score -4553345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -4553349.500000 Penalty: 5211.314453
	Iteration 24Q: 3 clusters Score -4553350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -4553358.500000 Penalty: 5211.314453
	Iteration 25Q: 3 clusters Score -4553358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -4553365.000000 Penalty: 5211.314453
	Iteration 26Q: 3 clusters Score -4553365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -4553366.500000 Penalty: 5211.314453
	Iteration 27Q: 3 clusters Score -4553366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -4553369.500000 Penalty: 5211.314453
	Iteration 28Q: 3 clusters Score -4553370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -4553365.500000 Penalty: 5211.314453
	Iteration 29Q: 3 clusters Score -4553366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -4553370.500000 Penalty: 5211.314453
	Iteration 30Q: 3 clusters Score -4553370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -4553369.500000 Penalty: 5211.314453
	Iteration 31Q: 3 clusters Score -4553370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -4553369.500000 Penalty: 5211.314453
	Iteration 32Q: 3 clusters Score -4553370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -4553370.500000 Penalty: 5211.314453
	Iteration 33Q: 3 clusters Score -4553370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -4553372.500000 Penalty: 5211.314453
	Iteration 34Q: 3 clusters Score -4553372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -4553376.000000 Penalty: 5211.314453
	Iteration 35Q: 3 clusters Score -4553376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -4553376.000000 Penalty: 5211.314453
	Iteration 36F: 3 clusters Score -4553376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (263779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263779 members 
Entering Unmasked Estep 
Score: -32745046.000000 Penalty: 3095.750977
	Iteration 0F: 2 clusters Score -3.274505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131747 members 
Mstep: Class 2 contains 132032 members 
Entering Unmasked Estep 
Score: -32577576.000000 Penalty: 6191.501953
	Iteration 0F: 3 clusters Score -3.257758e+07 nChanged 127270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127153 members 
Mstep: Class 2 contains 136626 members 
Entering Unmasked Estep 
Score: -32652094.000000 Penalty: 6191.501953
	Iteration 1F: 3 clusters Score -3.265209e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124742 members 
Mstep: Class 2 contains 139037 members 
Entering Unmasked Estep 
Score: -32653212.000000 Penalty: 6191.501953
	Iteration 2Q: 3 clusters Score -3.265321e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121117 members 
Mstep: Class 2 contains 142662 members 
Entering Unmasked Estep 
Score: -32654644.000000 Penalty: 6191.501953
	Iteration 3Q: 3 clusters Score -3.265464e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115636 members 
Mstep: Class 2 contains 148143 members 
Entering Unmasked Estep 
Score: -32657290.000000 Penalty: 6191.501953
	Iteration 4Q: 3 clusters Score -3.265729e+07 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107652 members 
Mstep: Class 2 contains 156127 members 
Entering Unmasked Estep 
Score: -32662306.000000 Penalty: 6191.501953
	Iteration 5Q: 3 clusters Score -3.266231e+07 nChanged 12445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96629 members 
Mstep: Class 2 contains 167150 members 
Entering Unmasked Estep 
Score: -32670544.000000 Penalty: 6191.501953
	Iteration 6Q: 3 clusters Score -3.267054e+07 nChanged 15067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83004 members 
Mstep: Class 2 contains 180775 members 
Entering Unmasked Estep 
Score: -32681936.000000 Penalty: 6191.501953
	Iteration 7F: 3 clusters Score -3.268194e+07 nChanged 16268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 194729 members 
Entering Unmasked Estep 
Score: -32695252.000000 Penalty: 6191.501953
	Iteration 8F: 3 clusters Score -3.269525e+07 nChanged 15116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 206115 members 
Entering Unmasked Estep 
Score: -32706920.000000 Penalty: 6191.501953
	Iteration 9F: 3 clusters Score -3.270692e+07 nChanged 12916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 213129 members 
Entering Unmasked Estep 
Score: -32715582.000000 Penalty: 6191.501953
	Iteration 10Q: 3 clusters Score -3.271558e+07 nChanged 10355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 216384 members 
Entering Unmasked Estep 
Score: -32720570.000000 Penalty: 6191.501953
	Iteration 11Q: 3 clusters Score -3.272057e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 217459 members 
Entering Unmasked Estep 
Score: -32724004.000000 Penalty: 6191.501953
	Iteration 12Q: 3 clusters Score -3.2724e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 217331 members 
Entering Unmasked Estep 
Score: -32725558.000000 Penalty: 6191.501953
	Iteration 13Q: 3 clusters Score -3.272556e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 216674 members 
Entering Unmasked Estep 
Score: -32726424.000000 Penalty: 6191.501953
	Iteration 14Q: 3 clusters Score -3.272642e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 215879 members 
Entering Unmasked Estep 
Score: -32726898.000000 Penalty: 6191.501953
	Iteration 15Q: 3 clusters Score -3.27269e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 215060 members 
Entering Unmasked Estep 
Score: -32727290.000000 Penalty: 6191.501953
	Iteration 16Q: 3 clusters Score -3.272729e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 214022 members 
Entering Unmasked Estep 
Score: -32727460.000000 Penalty: 6191.501953
	Iteration 17Q: 3 clusters Score -3.272746e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 212831 members 
Entering Unmasked Estep 
Score: -32727634.000000 Penalty: 6191.501953
	Iteration 18Q: 3 clusters Score -3.272763e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 211491 members 
Entering Unmasked Estep 
Score: -32728098.000000 Penalty: 6191.501953
	Iteration 19Q: 3 clusters Score -3.27281e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 210021 members 
Entering Unmasked Estep 
Score: -32728392.000000 Penalty: 6191.501953
	Iteration 20F: 3 clusters Score -3.272839e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 208458 members 
Entering Unmasked Estep 
Score: -32728768.000000 Penalty: 6191.501953
	Iteration 21Q: 3 clusters Score -3.272877e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56943 members 
Mstep: Class 2 contains 206836 members 
Entering Unmasked Estep 
Score: -32729108.000000 Penalty: 6191.501953
	Iteration 22Q: 3 clusters Score -3.272911e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 205154 members 
Entering Unmasked Estep 
Score: -32729410.000000 Penalty: 6191.501953
	Iteration 23Q: 3 clusters Score -3.272941e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 203311 members 
Entering Unmasked Estep 
Score: -32729778.000000 Penalty: 6191.501953
	Iteration 24Q: 3 clusters Score -3.272978e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62421 members 
Mstep: Class 2 contains 201358 members 
Entering Unmasked Estep 
Score: -32730426.000000 Penalty: 6191.501953
	Iteration 25Q: 3 clusters Score -3.273043e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 199379 members 
Entering Unmasked Estep 
Score: -32731012.000000 Penalty: 6191.501953
	Iteration 26Q: 3 clusters Score -3.273101e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66577 members 
Mstep: Class 2 contains 197202 members 
Entering Unmasked Estep 
Score: -32731810.000000 Penalty: 6191.501953
	Iteration 27Q: 3 clusters Score -3.273181e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68865 members 
Mstep: Class 2 contains 194914 members 
Entering Unmasked Estep 
Score: -32732688.000000 Penalty: 6191.501953
	Iteration 28Q: 3 clusters Score -3.273269e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71173 members 
Mstep: Class 2 contains 192606 members 
Entering Unmasked Estep 
Score: -32733260.000000 Penalty: 6191.501953
	Iteration 29Q: 3 clusters Score -3.273326e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73453 members 
Mstep: Class 2 contains 190326 members 
Entering Unmasked Estep 
Score: -32734158.000000 Penalty: 6191.501953
	Iteration 30Q: 3 clusters Score -3.273416e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75670 members 
Mstep: Class 2 contains 188109 members 
Entering Unmasked Estep 
Score: -32734688.000000 Penalty: 6191.501953
	Iteration 31Q: 3 clusters Score -3.273469e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77501 members 
Mstep: Class 2 contains 186278 members 
Entering Unmasked Estep 
Score: -32735120.000000 Penalty: 6191.501953
	Iteration 32Q: 3 clusters Score -3.273512e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79030 members 
Mstep: Class 2 contains 184749 members 
Entering Unmasked Estep 
Score: -32735430.000000 Penalty: 6191.501953
	Iteration 33Q: 3 clusters Score -3.273543e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80377 members 
Mstep: Class 2 contains 183402 members 
Entering Unmasked Estep 
Score: -32735622.000000 Penalty: 6191.501953
	Iteration 34Q: 3 clusters Score -3.273562e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 182201 members 
Entering Unmasked Estep 
Score: -32735658.000000 Penalty: 6191.501953
	Iteration 35Q: 3 clusters Score -3.273566e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82571 members 
Mstep: Class 2 contains 181208 members 
Entering Unmasked Estep 
Score: -32735780.000000 Penalty: 6191.501953
	Iteration 36Q: 3 clusters Score -3.273578e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83519 members 
Mstep: Class 2 contains 180260 members 
Entering Unmasked Estep 
Score: -32735850.000000 Penalty: 6191.501953
	Iteration 37Q: 3 clusters Score -3.273585e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84321 members 
Mstep: Class 2 contains 179458 members 
Entering Unmasked Estep 
Score: -32735766.000000 Penalty: 6191.501953
	Iteration 38Q: 3 clusters Score -3.273577e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84974 members 
Mstep: Class 2 contains 178805 members 
Entering Unmasked Estep 
Score: -32735834.000000 Penalty: 6191.501953
	Iteration 39Q: 3 clusters Score -3.273583e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85579 members 
Mstep: Class 2 contains 178200 members 
Entering Unmasked Estep 
Score: -32736248.000000 Penalty: 6191.501953
	Iteration 40F: 3 clusters Score -3.273625e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86750 members 
Mstep: Class 2 contains 177029 members 
Entering Unmasked Estep 
Score: -32736674.000000 Penalty: 6191.501953
	Iteration 41Q: 3 clusters Score -3.273667e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87728 members 
Mstep: Class 2 contains 176051 members 
Entering Unmasked Estep 
Score: -32736844.000000 Penalty: 6191.501953
	Iteration 42Q: 3 clusters Score -3.273684e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88608 members 
Mstep: Class 2 contains 175171 members 
Entering Unmasked Estep 
Score: -32736974.000000 Penalty: 6191.501953
	Iteration 43Q: 3 clusters Score -3.273697e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89392 members 
Mstep: Class 2 contains 174387 members 
Entering Unmasked Estep 
Score: -32736986.000000 Penalty: 6191.501953
	Iteration 44Q: 3 clusters Score -3.273699e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89950 members 
Mstep: Class 2 contains 173829 members 
Entering Unmasked Estep 
Score: -32737150.000000 Penalty: 6191.501953
	Iteration 45Q: 3 clusters Score -3.273715e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90493 members 
Mstep: Class 2 contains 173286 members 
Entering Unmasked Estep 
Score: -32737252.000000 Penalty: 6191.501953
	Iteration 46Q: 3 clusters Score -3.273725e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90989 members 
Mstep: Class 2 contains 172790 members 
Entering Unmasked Estep 
Score: -32737308.000000 Penalty: 6191.501953
	Iteration 47Q: 3 clusters Score -3.273731e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91465 members 
Mstep: Class 2 contains 172314 members 
Entering Unmasked Estep 
Score: -32737330.000000 Penalty: 6191.501953
	Iteration 48Q: 3 clusters Score -3.273733e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91975 members 
Mstep: Class 2 contains 171804 members 
Entering Unmasked Estep 
Score: -32737362.000000 Penalty: 6191.501953
	Iteration 49Q: 3 clusters Score -3.273736e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92517 members 
Mstep: Class 2 contains 171262 members 
Entering Unmasked Estep 
Score: -32737260.000000 Penalty: 6191.501953
	Iteration 50Q: 3 clusters Score -3.273726e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93031 members 
Mstep: Class 2 contains 170748 members 
Entering Unmasked Estep 
Score: -32737232.000000 Penalty: 6191.501953
	Iteration 51Q: 3 clusters Score -3.273723e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93542 members 
Mstep: Class 2 contains 170237 members 
Entering Unmasked Estep 
Score: -32737250.000000 Penalty: 6191.501953
	Iteration 52Q: 3 clusters Score -3.273725e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94064 members 
Mstep: Class 2 contains 169715 members 
Entering Unmasked Estep 
Score: -32737252.000000 Penalty: 6191.501953
	Iteration 53Q: 3 clusters Score -3.273725e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94522 members 
Mstep: Class 2 contains 169257 members 
Entering Unmasked Estep 
Score: -32737270.000000 Penalty: 6191.501953
	Iteration 54Q: 3 clusters Score -3.273727e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94951 members 
Mstep: Class 2 contains 168828 members 
Entering Unmasked Estep 
Score: -32737280.000000 Penalty: 6191.501953
	Iteration 55Q: 3 clusters Score -3.273728e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95348 members 
Mstep: Class 2 contains 168431 members 
Entering Unmasked Estep 
Score: -32737242.000000 Penalty: 6191.501953
	Iteration 56Q: 3 clusters Score -3.273724e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95692 members 
Mstep: Class 2 contains 168087 members 
Entering Unmasked Estep 
Score: -32737236.000000 Penalty: 6191.501953
	Iteration 57Q: 3 clusters Score -3.273724e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96095 members 
Mstep: Class 2 contains 167684 members 
Entering Unmasked Estep 
Score: -32737160.000000 Penalty: 6191.501953
	Iteration 58Q: 3 clusters Score -3.273716e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96496 members 
Mstep: Class 2 contains 167283 members 
Entering Unmasked Estep 
Score: -32737170.000000 Penalty: 6191.501953
	Iteration 59Q: 3 clusters Score -3.273717e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96973 members 
Mstep: Class 2 contains 166806 members 
Entering Unmasked Estep 
Score: -32737186.000000 Penalty: 6191.501953
	Iteration 60F: 3 clusters Score -3.273719e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97485 members 
Mstep: Class 2 contains 166294 members 
Entering Unmasked Estep 
Score: -32737102.000000 Penalty: 6191.501953
	Iteration 61Q: 3 clusters Score -3.27371e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98038 members 
Mstep: Class 2 contains 165741 members 
Entering Unmasked Estep 
Score: -32737134.000000 Penalty: 6191.501953
	Iteration 62Q: 3 clusters Score -3.273713e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98601 members 
Mstep: Class 2 contains 165178 members 
Entering Unmasked Estep 
Score: -32737200.000000 Penalty: 6191.501953
	Iteration 63Q: 3 clusters Score -3.27372e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99192 members 
Mstep: Class 2 contains 164587 members 
Entering Unmasked Estep 
Score: -32737108.000000 Penalty: 6191.501953
	Iteration 64Q: 3 clusters Score -3.273711e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99696 members 
Mstep: Class 2 contains 164083 members 
Entering Unmasked Estep 
Score: -32737206.000000 Penalty: 6191.501953
	Iteration 65Q: 3 clusters Score -3.273721e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100272 members 
Mstep: Class 2 contains 163507 members 
Entering Unmasked Estep 
Score: -32737126.000000 Penalty: 6191.501953
	Iteration 66Q: 3 clusters Score -3.273713e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100909 members 
Mstep: Class 2 contains 162870 members 
Entering Unmasked Estep 
Score: -32737176.000000 Penalty: 6191.501953
	Iteration 67Q: 3 clusters Score -3.273718e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101522 members 
Mstep: Class 2 contains 162257 members 
Entering Unmasked Estep 
Score: -32737224.000000 Penalty: 6191.501953
	Iteration 68Q: 3 clusters Score -3.273722e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102155 members 
Mstep: Class 2 contains 161624 members 
Entering Unmasked Estep 
Score: -32737380.000000 Penalty: 6191.501953
	Iteration 69Q: 3 clusters Score -3.273738e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102779 members 
Mstep: Class 2 contains 161000 members 
Entering Unmasked Estep 
Score: -32737348.000000 Penalty: 6191.501953
	Iteration 70Q: 3 clusters Score -3.273735e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103434 members 
Mstep: Class 2 contains 160345 members 
Entering Unmasked Estep 
Score: -32737350.000000 Penalty: 6191.501953
	Iteration 71Q: 3 clusters Score -3.273735e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104126 members 
Mstep: Class 2 contains 159653 members 
Entering Unmasked Estep 
Score: -32737352.000000 Penalty: 6191.501953
	Iteration 72Q: 3 clusters Score -3.273735e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104721 members 
Mstep: Class 2 contains 159058 members 
Entering Unmasked Estep 
Score: -32737368.000000 Penalty: 6191.501953
	Iteration 73Q: 3 clusters Score -3.273737e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105284 members 
Mstep: Class 2 contains 158495 members 
Entering Unmasked Estep 
Score: -32737194.000000 Penalty: 6191.501953
	Iteration 74Q: 3 clusters Score -3.273719e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105894 members 
Mstep: Class 2 contains 157885 members 
Entering Unmasked Estep 
Score: -32737180.000000 Penalty: 6191.501953
	Iteration 75Q: 3 clusters Score -3.273718e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106472 members 
Mstep: Class 2 contains 157307 members 
Entering Unmasked Estep 
Score: -32737204.000000 Penalty: 6191.501953
	Iteration 76Q: 3 clusters Score -3.27372e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106942 members 
Mstep: Class 2 contains 156837 members 
Entering Unmasked Estep 
Score: -32737248.000000 Penalty: 6191.501953
	Iteration 77Q: 3 clusters Score -3.273725e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107472 members 
Mstep: Class 2 contains 156307 members 
Entering Unmasked Estep 
Score: -32737240.000000 Penalty: 6191.501953
	Iteration 78Q: 3 clusters Score -3.273724e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107987 members 
Mstep: Class 2 contains 155792 members 
Entering Unmasked Estep 
Score: -32737168.000000 Penalty: 6191.501953
	Iteration 79Q: 3 clusters Score -3.273717e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108478 members 
Mstep: Class 2 contains 155301 members 
Entering Unmasked Estep 
Score: -32737124.000000 Penalty: 6191.501953
	Iteration 80F: 3 clusters Score -3.273712e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109037 members 
Mstep: Class 2 contains 154742 members 
Entering Unmasked Estep 
Score: -32737218.000000 Penalty: 6191.501953
	Iteration 81Q: 3 clusters Score -3.273722e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109645 members 
Mstep: Class 2 contains 154134 members 
Entering Unmasked Estep 
Score: -32737230.000000 Penalty: 6191.501953
	Iteration 82Q: 3 clusters Score -3.273723e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110218 members 
Mstep: Class 2 contains 153561 members 
Entering Unmasked Estep 
Score: -32737138.000000 Penalty: 6191.501953
	Iteration 83Q: 3 clusters Score -3.273714e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110838 members 
Mstep: Class 2 contains 152941 members 
Entering Unmasked Estep 
Score: -32737200.000000 Penalty: 6191.501953
	Iteration 84Q: 3 clusters Score -3.27372e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111431 members 
Mstep: Class 2 contains 152348 members 
Entering Unmasked Estep 
Score: -32737264.000000 Penalty: 6191.501953
	Iteration 85Q: 3 clusters Score -3.273726e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112015 members 
Mstep: Class 2 contains 151764 members 
Entering Unmasked Estep 
Score: -32737196.000000 Penalty: 6191.501953
	Iteration 86Q: 3 clusters Score -3.27372e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112548 members 
Mstep: Class 2 contains 151231 members 
Entering Unmasked Estep 
Score: -32737210.000000 Penalty: 6191.501953
	Iteration 87Q: 3 clusters Score -3.273721e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113066 members 
Mstep: Class 2 contains 150713 members 
Entering Unmasked Estep 
Score: -32737236.000000 Penalty: 6191.501953
	Iteration 88Q: 3 clusters Score -3.273724e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113679 members 
Mstep: Class 2 contains 150100 members 
Entering Unmasked Estep 
Score: -32737298.000000 Penalty: 6191.501953
	Iteration 89Q: 3 clusters Score -3.27373e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114274 members 
Mstep: Class 2 contains 149505 members 
Entering Unmasked Estep 
Score: -32737298.000000 Penalty: 6191.501953
	Iteration 90Q: 3 clusters Score -3.27373e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114878 members 
Mstep: Class 2 contains 148901 members 
Entering Unmasked Estep 
Score: -32737296.000000 Penalty: 6191.501953
	Iteration 91Q: 3 clusters Score -3.27373e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115508 members 
Mstep: Class 2 contains 148271 members 
Entering Unmasked Estep 
Score: -32737326.000000 Penalty: 6191.501953
	Iteration 92Q: 3 clusters Score -3.273733e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116171 members 
Mstep: Class 2 contains 147608 members 
Entering Unmasked Estep 
Score: -32737348.000000 Penalty: 6191.501953
	Iteration 93Q: 3 clusters Score -3.273735e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116866 members 
Mstep: Class 2 contains 146913 members 
Entering Unmasked Estep 
Score: -32737290.000000 Penalty: 6191.501953
	Iteration 94Q: 3 clusters Score -3.273729e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117516 members 
Mstep: Class 2 contains 146263 members 
Entering Unmasked Estep 
Score: -32737270.000000 Penalty: 6191.501953
	Iteration 95Q: 3 clusters Score -3.273727e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118179 members 
Mstep: Class 2 contains 145600 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3.27372e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118862 members 
Mstep: Class 2 contains 144917 members 
Entering Unmasked Estep 
Score: -32737240.000000 Penalty: 6191.501953
	Iteration 97Q: 3 clusters Score -3.273724e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119577 members 
Mstep: Class 2 contains 144202 members 
Entering Unmasked Estep 
Score: -32737254.000000 Penalty: 6191.501953
	Iteration 98Q: 3 clusters Score -3.273725e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120334 members 
Mstep: Class 2 contains 143445 members 
Entering Unmasked Estep 
Score: -32737314.000000 Penalty: 6191.501953
	Iteration 99Q: 3 clusters Score -3.273731e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121179 members 
Mstep: Class 2 contains 142600 members 
Entering Unmasked Estep 
Score: -32737308.000000 Penalty: 6191.501953
	Iteration 100F: 3 clusters Score -3.273731e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122079 members 
Mstep: Class 2 contains 141700 members 
Entering Unmasked Estep 
Score: -32737422.000000 Penalty: 6191.501953
	Iteration 101Q: 3 clusters Score -3.273742e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122964 members 
Mstep: Class 2 contains 140815 members 
Entering Unmasked Estep 
Score: -32737524.000000 Penalty: 6191.501953
	Iteration 102Q: 3 clusters Score -3.273752e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123786 members 
Mstep: Class 2 contains 139993 members 
Entering Unmasked Estep 
Score: -32737494.000000 Penalty: 6191.501953
	Iteration 103Q: 3 clusters Score -3.273749e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124598 members 
Mstep: Class 2 contains 139181 members 
Entering Unmasked Estep 
Score: -32737486.000000 Penalty: 6191.501953
	Iteration 104Q: 3 clusters Score -3.273749e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125407 members 
Mstep: Class 2 contains 138372 members 
Entering Unmasked Estep 
Score: -32737522.000000 Penalty: 6191.501953
	Iteration 105Q: 3 clusters Score -3.273752e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126190 members 
Mstep: Class 2 contains 137589 members 
Entering Unmasked Estep 
Score: -32737580.000000 Penalty: 6191.501953
	Iteration 106Q: 3 clusters Score -3.273758e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126967 members 
Mstep: Class 2 contains 136812 members 
Entering Unmasked Estep 
Score: -32737552.000000 Penalty: 6191.501953
	Iteration 107Q: 3 clusters Score -3.273755e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127844 members 
Mstep: Class 2 contains 135935 members 
Entering Unmasked Estep 
Score: -32737716.000000 Penalty: 6191.501953
	Iteration 108Q: 3 clusters Score -3.273772e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128706 members 
Mstep: Class 2 contains 135073 members 
Entering Unmasked Estep 
Score: -32737660.000000 Penalty: 6191.501953
	Iteration 109Q: 3 clusters Score -3.273766e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129605 members 
Mstep: Class 2 contains 134174 members 
Entering Unmasked Estep 
Score: -32737788.000000 Penalty: 6191.501953
	Iteration 110Q: 3 clusters Score -3.273779e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130536 members 
Mstep: Class 2 contains 133243 members 
Entering Unmasked Estep 
Score: -32737812.000000 Penalty: 6191.501953
	Iteration 111Q: 3 clusters Score -3.273781e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131435 members 
Mstep: Class 2 contains 132344 members 
Entering Unmasked Estep 
Score: -32737764.000000 Penalty: 6191.501953
	Iteration 112Q: 3 clusters Score -3.273776e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132401 members 
Mstep: Class 2 contains 131378 members 
Entering Unmasked Estep 
Score: -32737766.000000 Penalty: 6191.501953
	Iteration 113Q: 3 clusters Score -3.273777e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133377 members 
Mstep: Class 2 contains 130402 members 
Entering Unmasked Estep 
Score: -32737808.000000 Penalty: 6191.501953
	Iteration 114Q: 3 clusters Score -3.273781e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134335 members 
Mstep: Class 2 contains 129444 members 
Entering Unmasked Estep 
Score: -32737774.000000 Penalty: 6191.501953
	Iteration 115Q: 3 clusters Score -3.273777e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135311 members 
Mstep: Class 2 contains 128468 members 
Entering Unmasked Estep 
Score: -32737744.000000 Penalty: 6191.501953
	Iteration 116Q: 3 clusters Score -3.273774e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136273 members 
Mstep: Class 2 contains 127506 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3.273775e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137210 members 
Mstep: Class 2 contains 126569 members 
Entering Unmasked Estep 
Score: -32737792.000000 Penalty: 6191.501953
	Iteration 118Q: 3 clusters Score -3.273779e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138230 members 
Mstep: Class 2 contains 125549 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3.273776e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139271 members 
Mstep: Class 2 contains 124508 members 
Entering Unmasked Estep 
Score: -32737762.000000 Penalty: 6191.501953
	Iteration 120F: 3 clusters Score -3.273776e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140397 members 
Mstep: Class 2 contains 123382 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3.273786e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141528 members 
Mstep: Class 2 contains 122251 members 
Entering Unmasked Estep 
Score: -32737824.000000 Penalty: 6191.501953
	Iteration 122Q: 3 clusters Score -3.273782e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142786 members 
Mstep: Class 2 contains 120993 members 
Entering Unmasked Estep 
Score: -32737954.000000 Penalty: 6191.501953
	Iteration 123Q: 3 clusters Score -3.273795e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144109 members 
Mstep: Class 2 contains 119670 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3.273802e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145503 members 
Mstep: Class 2 contains 118276 members 
Entering Unmasked Estep 
Score: -32738026.000000 Penalty: 6191.501953
	Iteration 125Q: 3 clusters Score -3.273803e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146920 members 
Mstep: Class 2 contains 116859 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3.273818e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148488 members 
Mstep: Class 2 contains 115291 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3.273816e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150148 members 
Mstep: Class 2 contains 113631 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3.273832e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151708 members 
Mstep: Class 2 contains 112071 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3.273852e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153314 members 
Mstep: Class 2 contains 110465 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3.273866e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155084 members 
Mstep: Class 2 contains 108695 members 
Entering Unmasked Estep 
Score: -32738810.000000 Penalty: 6191.501953
	Iteration 131Q: 3 clusters Score -3.273881e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157017 members 
Mstep: Class 2 contains 106762 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3.273897e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 104769 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3.273911e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161330 members 
Mstep: Class 2 contains 102449 members 
Entering Unmasked Estep 
Score: -32739258.000000 Penalty: 6191.501953
	Iteration 134Q: 3 clusters Score -3.273926e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163937 members 
Mstep: Class 2 contains 99842 members 
Entering Unmasked Estep 
Score: -32739558.000000 Penalty: 6191.501953
	Iteration 135Q: 3 clusters Score -3.273956e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166474 members 
Mstep: Class 2 contains 97305 members 
Entering Unmasked Estep 
Score: -32739596.000000 Penalty: 6191.501953
	Iteration 136Q: 3 clusters Score -3.27396e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169389 members 
Mstep: Class 2 contains 94390 members 
Entering Unmasked Estep 
Score: -32739842.000000 Penalty: 6191.501953
	Iteration 137Q: 3 clusters Score -3.273984e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172738 members 
Mstep: Class 2 contains 91041 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3.273981e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176461 members 
Mstep: Class 2 contains 87318 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3.273995e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180631 members 
Mstep: Class 2 contains 83148 members 
Entering Unmasked Estep 
Score: -32740118.000000 Penalty: 6191.501953
	Iteration 140F: 3 clusters Score -3.274012e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185101 members 
Mstep: Class 2 contains 78678 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3.274042e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189713 members 
Mstep: Class 2 contains 74066 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3.274076e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194590 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -32741138.000000 Penalty: 6191.501953
	Iteration 143Q: 3 clusters Score -3.274114e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199744 members 
Mstep: Class 2 contains 64035 members 
Entering Unmasked Estep 
Score: -32741340.000000 Penalty: 6191.501953
	Iteration 144Q: 3 clusters Score -3.274134e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205127 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -32741606.000000 Penalty: 6191.501953
	Iteration 145Q: 3 clusters Score -3.274161e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210897 members 
Mstep: Class 2 contains 52882 members 
Entering Unmasked Estep 
Score: -32741844.000000 Penalty: 6191.501953
	Iteration 146Q: 3 clusters Score -3.274184e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216737 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -32741848.000000 Penalty: 6191.501953
	Iteration 147Q: 3 clusters Score -3.274185e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222680 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -32742328.000000 Penalty: 6191.501953
	Iteration 148Q: 3 clusters Score -3.274233e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228415 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -32742550.000000 Penalty: 6191.501953
	Iteration 149Q: 3 clusters Score -3.274255e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233804 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -32742568.000000 Penalty: 6191.501953
	Iteration 150Q: 3 clusters Score -3.274257e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238751 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -32742782.000000 Penalty: 6191.501953
	Iteration 151Q: 3 clusters Score -3.274278e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242812 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -32742458.000000 Penalty: 6191.501953
	Iteration 152Q: 3 clusters Score -3.274246e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245459 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -32742276.000000 Penalty: 6191.501953
	Iteration 153Q: 3 clusters Score -3.274228e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247051 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -32742358.000000 Penalty: 6191.501953
	Iteration 154Q: 3 clusters Score -3.274236e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247806 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3.274227e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248245 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3.274219e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248426 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -32742152.000000 Penalty: 6191.501953
	Iteration 157Q: 3 clusters Score -3.274215e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248559 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3.274211e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248615 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -32742136.000000 Penalty: 6191.501953
	Iteration 159Q: 3 clusters Score -3.274214e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248662 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -32743556.000000 Penalty: 6191.501953
	Iteration 160F: 3 clusters Score -3.274356e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251986 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3.274359e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254624 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3.274377e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256557 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3.274386e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258028 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -32743946.000000 Penalty: 6191.501953
	Iteration 164Q: 3 clusters Score -3.274395e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259143 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -32743778.000000 Penalty: 6191.501953
	Iteration 165Q: 3 clusters Score -3.274378e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259986 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -32743650.000000 Penalty: 6191.501953
	Iteration 166Q: 3 clusters Score -3.274365e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260633 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -32743598.000000 Penalty: 6191.501953
	Iteration 167Q: 3 clusters Score -3.27436e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261110 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -32743520.000000 Penalty: 6191.501953
	Iteration 168Q: 3 clusters Score -3.274352e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261476 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -32743534.000000 Penalty: 6191.501953
	Iteration 169Q: 3 clusters Score -3.274353e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261755 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3.274348e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261965 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -32743452.000000 Penalty: 6191.501953
	Iteration 171Q: 3 clusters Score -3.274345e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262134 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -32743396.000000 Penalty: 6191.501953
	Iteration 172Q: 3 clusters Score -3.27434e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262261 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -32743402.000000 Penalty: 6191.501953
	Iteration 173Q: 3 clusters Score -3.27434e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262355 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -32743392.000000 Penalty: 6191.501953
	Iteration 174Q: 3 clusters Score -3.274339e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262422 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -32743366.000000 Penalty: 6191.501953
	Iteration 175Q: 3 clusters Score -3.274337e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262470 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -32743374.000000 Penalty: 6191.501953
	Iteration 176Q: 3 clusters Score -3.274337e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262511 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -32743358.000000 Penalty: 6191.501953
	Iteration 177Q: 3 clusters Score -3.274336e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262541 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -32743406.000000 Penalty: 6191.501953
	Iteration 178Q: 3 clusters Score -3.274341e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262561 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -3.274336e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262580 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -32743304.000000 Penalty: 6191.501953
	Iteration 180F: 3 clusters Score -3.27433e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262597 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -32743292.000000 Penalty: 6191.501953
	Iteration 181Q: 3 clusters Score -3.274329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262607 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -32743268.000000 Penalty: 6191.501953
	Iteration 182Q: 3 clusters Score -3.274327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262615 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -32743264.000000 Penalty: 6191.501953
	Iteration 183Q: 3 clusters Score -3.274326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262622 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -32743248.000000 Penalty: 6191.501953
	Iteration 184Q: 3 clusters Score -3.274325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262628 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -32743258.000000 Penalty: 6191.501953
	Iteration 185Q: 3 clusters Score -3.274326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262635 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -32743268.000000 Penalty: 6191.501953
	Iteration 186Q: 3 clusters Score -3.274327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262640 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -32743240.000000 Penalty: 6191.501953
	Iteration 187Q: 3 clusters Score -3.274324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262644 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -32743244.000000 Penalty: 6191.501953
	Iteration 188Q: 3 clusters Score -3.274324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262650 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -32743256.000000 Penalty: 6191.501953
	Iteration 189Q: 3 clusters Score -3.274326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262655 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -32743248.000000 Penalty: 6191.501953
	Iteration 190Q: 3 clusters Score -3.274325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262662 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -32743246.000000 Penalty: 6191.501953
	Iteration 191Q: 3 clusters Score -3.274325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262666 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -32743258.000000 Penalty: 6191.501953
	Iteration 192Q: 3 clusters Score -3.274326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262667 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -32743252.000000 Penalty: 6191.501953
	Iteration 193Q: 3 clusters Score -3.274325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262667 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -32743252.000000 Penalty: 6191.501953
	Iteration 194F: 3 clusters Score -3.274325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59120 members 
Entering Unmasked Estep 
Score: -7424658.500000 Penalty: 2724.856445
	Iteration 0F: 2 clusters Score -7424658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -7385196.500000 Penalty: 5449.712891
	Iteration 0F: 3 clusters Score -7385196 nChanged 27301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -7400178.000000 Penalty: 5449.712891
	Iteration 1F: 3 clusters Score -7400178 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -7400737.500000 Penalty: 5449.712891
	Iteration 2Q: 3 clusters Score -7400738 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -7401343.500000 Penalty: 5449.712891
	Iteration 3Q: 3 clusters Score -7401344 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -7402136.500000 Penalty: 5449.712891
	Iteration 4Q: 3 clusters Score -7402136 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -7403286.500000 Penalty: 5449.712891
	Iteration 5Q: 3 clusters Score -7403286 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -7404902.500000 Penalty: 5449.712891
	Iteration 6F: 3 clusters Score -7404902 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -7407130.000000 Penalty: 5449.712891
	Iteration 7F: 3 clusters Score -7407130 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -7409890.500000 Penalty: 5449.712891
	Iteration 8F: 3 clusters Score -7409890 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -7412890.500000 Penalty: 5449.712891
	Iteration 9F: 3 clusters Score -7412890 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -7415635.000000 Penalty: 5449.712891
	Iteration 10F: 3 clusters Score -7415635 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52487 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -7417860.500000 Penalty: 5449.712891
	Iteration 11Q: 3 clusters Score -7417860 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -7419398.500000 Penalty: 5449.712891
	Iteration 12Q: 3 clusters Score -7419398 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -7420349.000000 Penalty: 5449.712891
	Iteration 13Q: 3 clusters Score -7420349 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -7420966.000000 Penalty: 5449.712891
	Iteration 14Q: 3 clusters Score -7420966 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -7421391.000000 Penalty: 5449.712891
	Iteration 15Q: 3 clusters Score -7421391 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -7421678.000000 Penalty: 5449.712891
	Iteration 16Q: 3 clusters Score -7421678 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57544 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -7421857.500000 Penalty: 5449.712891
	Iteration 17Q: 3 clusters Score -7421858 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -7422017.000000 Penalty: 5449.712891
	Iteration 18Q: 3 clusters Score -7422017 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57902 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7422116.500000 Penalty: 5449.712891
	Iteration 19Q: 3 clusters Score -7422116 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58005 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7422186.500000 Penalty: 5449.712891
	Iteration 20F: 3 clusters Score -7422186 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58101 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7422237.000000 Penalty: 5449.712891
	Iteration 21Q: 3 clusters Score -7422237 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7422261.500000 Penalty: 5449.712891
	Iteration 22Q: 3 clusters Score -7422262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58194 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -7422305.000000 Penalty: 5449.712891
	Iteration 23Q: 3 clusters Score -7422305 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7422322.000000 Penalty: 5449.712891
	Iteration 24Q: 3 clusters Score -7422322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58266 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7422359.000000 Penalty: 5449.712891
	Iteration 25Q: 3 clusters Score -7422359 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7422393.500000 Penalty: 5449.712891
	Iteration 26Q: 3 clusters Score -7422394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58334 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7422414.500000 Penalty: 5449.712891
	Iteration 27Q: 3 clusters Score -7422414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7422428.000000 Penalty: 5449.712891
	Iteration 28Q: 3 clusters Score -7422428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58371 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7422449.500000 Penalty: 5449.712891
	Iteration 29Q: 3 clusters Score -7422450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7422465.500000 Penalty: 5449.712891
	Iteration 30Q: 3 clusters Score -7422466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7422480.000000 Penalty: 5449.712891
	Iteration 31Q: 3 clusters Score -7422480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58399 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7422486.500000 Penalty: 5449.712891
	Iteration 32Q: 3 clusters Score -7422486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7422489.000000 Penalty: 5449.712891
	Iteration 33Q: 3 clusters Score -7422489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7422489.500000 Penalty: 5449.712891
	Iteration 34Q: 3 clusters Score -7422490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7422490.000000 Penalty: 5449.712891
	Iteration 35Q: 3 clusters Score -7422490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7422491.000000 Penalty: 5449.712891
	Iteration 36Q: 3 clusters Score -7422491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7422495.500000 Penalty: 5449.712891
	Iteration 37Q: 3 clusters Score -7422496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58407 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7422498.500000 Penalty: 5449.712891
	Iteration 38Q: 3 clusters Score -7422498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58407 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7422502.500000 Penalty: 5449.712891
	Iteration 39Q: 3 clusters Score -7422502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58407 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7422502.500000 Penalty: 5449.712891
	Iteration 40F: 3 clusters Score -7422502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (312484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312484 members 
Entering Unmasked Estep 
Score: -38744576.000000 Penalty: 3137.772461
	Iteration 0F: 2 clusters Score -3.874458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156519 members 
Mstep: Class 2 contains 155965 members 
Entering Unmasked Estep 
Score: -38555428.000000 Penalty: 6275.544922
	Iteration 0F: 3 clusters Score -3.855543e+07 nChanged 151556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164285 members 
Mstep: Class 2 contains 148199 members 
Entering Unmasked Estep 
Score: -38646380.000000 Penalty: 6275.544922
	Iteration 1F: 3 clusters Score -3.864638e+07 nChanged 11177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169402 members 
Mstep: Class 2 contains 143082 members 
Entering Unmasked Estep 
Score: -38650448.000000 Penalty: 6275.544922
	Iteration 2Q: 3 clusters Score -3.865045e+07 nChanged 14502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177442 members 
Mstep: Class 2 contains 135042 members 
Entering Unmasked Estep 
Score: -38657056.000000 Penalty: 6275.544922
	Iteration 3Q: 3 clusters Score -3.865706e+07 nChanged 19581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190031 members 
Mstep: Class 2 contains 122453 members 
Entering Unmasked Estep 
Score: -38668524.000000 Penalty: 6275.544922
	Iteration 4F: 3 clusters Score -3.866852e+07 nChanged 24925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207658 members 
Mstep: Class 2 contains 104826 members 
Entering Unmasked Estep 
Score: -38687588.000000 Penalty: 6275.544922
	Iteration 5F: 3 clusters Score -3.868759e+07 nChanged 26580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227300 members 
Mstep: Class 2 contains 85184 members 
Entering Unmasked Estep 
Score: -38711964.000000 Penalty: 6275.544922
	Iteration 6F: 3 clusters Score -3.871196e+07 nChanged 21827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242299 members 
Mstep: Class 2 contains 70185 members 
Entering Unmasked Estep 
Score: -38732772.000000 Penalty: 6275.544922
	Iteration 7F: 3 clusters Score -3.873277e+07 nChanged 14361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249848 members 
Mstep: Class 2 contains 62636 members 
Entering Unmasked Estep 
Score: -38743652.000000 Penalty: 6275.544922
	Iteration 8Q: 3 clusters Score -3.874365e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253928 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -38747460.000000 Penalty: 6275.544922
	Iteration 9Q: 3 clusters Score -3.874746e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257397 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -38749440.000000 Penalty: 6275.544922
	Iteration 10Q: 3 clusters Score -3.874944e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260791 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -38750716.000000 Penalty: 6275.544922
	Iteration 11Q: 3 clusters Score -3.875072e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264069 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
Score: -38751792.000000 Penalty: 6275.544922
	Iteration 12Q: 3 clusters Score -3.875179e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267243 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -38752592.000000 Penalty: 6275.544922
	Iteration 13Q: 3 clusters Score -3.875259e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270272 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -38752956.000000 Penalty: 6275.544922
	Iteration 14Q: 3 clusters Score -3.875296e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273346 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -38753148.000000 Penalty: 6275.544922
	Iteration 15Q: 3 clusters Score -3.875315e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276419 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -38753300.000000 Penalty: 6275.544922
	Iteration 16Q: 3 clusters Score -3.87533e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279455 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -38753644.000000 Penalty: 6275.544922
	Iteration 17Q: 3 clusters Score -3.875364e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282460 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -38754068.000000 Penalty: 6275.544922
	Iteration 18Q: 3 clusters Score -3.875407e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285315 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -38754108.000000 Penalty: 6275.544922
	Iteration 19Q: 3 clusters Score -3.875411e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288054 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -38754060.000000 Penalty: 6275.544922
	Iteration 20F: 3 clusters Score -3.875406e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290579 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -38754064.000000 Penalty: 6275.544922
	Iteration 21Q: 3 clusters Score -3.875406e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292851 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -38753900.000000 Penalty: 6275.544922
	Iteration 22Q: 3 clusters Score -3.87539e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294964 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -38753848.000000 Penalty: 6275.544922
	Iteration 23Q: 3 clusters Score -3.875385e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297021 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -38753592.000000 Penalty: 6275.544922
	Iteration 24Q: 3 clusters Score -3.875359e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298928 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -38753196.000000 Penalty: 6275.544922
	Iteration 25Q: 3 clusters Score -3.87532e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300720 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -38752780.000000 Penalty: 6275.544922
	Iteration 26Q: 3 clusters Score -3.875278e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302392 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -38752212.000000 Penalty: 6275.544922
	Iteration 27Q: 3 clusters Score -3.875221e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303897 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -38751196.000000 Penalty: 6275.544922
	Iteration 28Q: 3 clusters Score -3.87512e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305212 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -38750096.000000 Penalty: 6275.544922
	Iteration 29Q: 3 clusters Score -3.87501e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306397 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -38749400.000000 Penalty: 6275.544922
	Iteration 30Q: 3 clusters Score -3.87494e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307435 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -38748312.000000 Penalty: 6275.544922
	Iteration 31Q: 3 clusters Score -3.874831e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308291 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -38747308.000000 Penalty: 6275.544922
	Iteration 32Q: 3 clusters Score -3.874731e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308941 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -38746580.000000 Penalty: 6275.544922
	Iteration 33Q: 3 clusters Score -3.874658e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309479 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -38746028.000000 Penalty: 6275.544922
	Iteration 34Q: 3 clusters Score -3.874603e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309878 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -38745736.000000 Penalty: 6275.544922
	Iteration 35Q: 3 clusters Score -3.874574e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310194 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -38745440.000000 Penalty: 6275.544922
	Iteration 36Q: 3 clusters Score -3.874544e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310424 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -38745196.000000 Penalty: 6275.544922
	Iteration 37Q: 3 clusters Score -3.87452e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310603 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -38745020.000000 Penalty: 6275.544922
	Iteration 38Q: 3 clusters Score -3.874502e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310739 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -38744840.000000 Penalty: 6275.544922
	Iteration 39Q: 3 clusters Score -3.874484e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310846 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -38744784.000000 Penalty: 6275.544922
	Iteration 40F: 3 clusters Score -3.874478e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310942 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -38744680.000000 Penalty: 6275.544922
	Iteration 41Q: 3 clusters Score -3.874468e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311008 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -38744568.000000 Penalty: 6275.544922
	Iteration 42Q: 3 clusters Score -3.874457e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311067 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -38744488.000000 Penalty: 6275.544922
	Iteration 43Q: 3 clusters Score -3.874449e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311119 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -38744460.000000 Penalty: 6275.544922
	Iteration 44Q: 3 clusters Score -3.874446e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311158 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -38744360.000000 Penalty: 6275.544922
	Iteration 45Q: 3 clusters Score -3.874436e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311191 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -38744336.000000 Penalty: 6275.544922
	Iteration 46Q: 3 clusters Score -3.874434e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311221 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -38744300.000000 Penalty: 6275.544922
	Iteration 47Q: 3 clusters Score -3.87443e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311248 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -38744248.000000 Penalty: 6275.544922
	Iteration 48Q: 3 clusters Score -3.874425e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311265 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -38744192.000000 Penalty: 6275.544922
	Iteration 49Q: 3 clusters Score -3.874419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311273 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -38744188.000000 Penalty: 6275.544922
	Iteration 50Q: 3 clusters Score -3.874419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311282 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -38744200.000000 Penalty: 6275.544922
	Iteration 51Q: 3 clusters Score -3.87442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311292 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -38744136.000000 Penalty: 6275.544922
	Iteration 52Q: 3 clusters Score -3.874414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311299 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -38744148.000000 Penalty: 6275.544922
	Iteration 53Q: 3 clusters Score -3.874415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311305 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -38744128.000000 Penalty: 6275.544922
	Iteration 54Q: 3 clusters Score -3.874413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311310 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -38744132.000000 Penalty: 6275.544922
	Iteration 55Q: 3 clusters Score -3.874413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311315 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -38744124.000000 Penalty: 6275.544922
	Iteration 56Q: 3 clusters Score -3.874412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311319 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -38744116.000000 Penalty: 6275.544922
	Iteration 57Q: 3 clusters Score -3.874412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311324 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -38744080.000000 Penalty: 6275.544922
	Iteration 58Q: 3 clusters Score -3.874408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311328 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -38744076.000000 Penalty: 6275.544922
	Iteration 59Q: 3 clusters Score -3.874408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311329 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -38744080.000000 Penalty: 6275.544922
	Iteration 60F: 3 clusters Score -3.874408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311333 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -38744068.000000 Penalty: 6275.544922
	Iteration 61Q: 3 clusters Score -3.874407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311336 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -38744072.000000 Penalty: 6275.544922
	Iteration 62Q: 3 clusters Score -3.874407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311336 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -38744068.000000 Penalty: 6275.544922
	Iteration 63Q: 3 clusters Score -3.874407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311340 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -38744084.000000 Penalty: 6275.544922
	Iteration 64Q: 3 clusters Score -3.874408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311346 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -38744116.000000 Penalty: 6275.544922
	Iteration 65Q: 3 clusters Score -3.874412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311349 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -38744088.000000 Penalty: 6275.544922
	Iteration 66Q: 3 clusters Score -3.874409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311351 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -38744092.000000 Penalty: 6275.544922
	Iteration 67Q: 3 clusters Score -3.874409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311351 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -38744092.000000 Penalty: 6275.544922
	Iteration 68F: 3 clusters Score -3.874409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Entering Unmasked Estep 
Score: -1254757.625000 Penalty: 2297.089844
	Iteration 0F: 2 clusters Score -1254758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1246718.250000 Penalty: 4594.179688
	Iteration 0F: 3 clusters Score -1246718 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1249144.375000 Penalty: 4594.179688
	Iteration 1F: 3 clusters Score -1249144 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1249645.000000 Penalty: 4594.179688
	Iteration 2F: 3 clusters Score -1249645 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1250131.750000 Penalty: 4594.179688
	Iteration 3F: 3 clusters Score -1250132 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1250631.250000 Penalty: 4594.179688
	Iteration 4F: 3 clusters Score -1250631 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1251079.750000 Penalty: 4594.179688
	Iteration 5F: 3 clusters Score -1251080 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1251448.500000 Penalty: 4594.179688
	Iteration 6F: 3 clusters Score -1251448 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1251764.000000 Penalty: 4594.179688
	Iteration 7Q: 3 clusters Score -1251764 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1252027.875000 Penalty: 4594.179688
	Iteration 8Q: 3 clusters Score -1252028 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1252246.875000 Penalty: 4594.179688
	Iteration 9Q: 3 clusters Score -1252247 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1252434.375000 Penalty: 4594.179688
	Iteration 10Q: 3 clusters Score -1252434 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1252600.375000 Penalty: 4594.179688
	Iteration 11Q: 3 clusters Score -1252600 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1252750.250000 Penalty: 4594.179688
	Iteration 12Q: 3 clusters Score -1252750 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1252883.125000 Penalty: 4594.179688
	Iteration 13Q: 3 clusters Score -1252883 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1252960.750000 Penalty: 4594.179688
	Iteration 14Q: 3 clusters Score -1252961 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1253018.250000 Penalty: 4594.179688
	Iteration 15Q: 3 clusters Score -1253018 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1253074.500000 Penalty: 4594.179688
	Iteration 16Q: 3 clusters Score -1253074 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1253110.750000 Penalty: 4594.179688
	Iteration 17Q: 3 clusters Score -1253111 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1253141.875000 Penalty: 4594.179688
	Iteration 18Q: 3 clusters Score -1253142 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1253165.250000 Penalty: 4594.179688
	Iteration 19Q: 3 clusters Score -1253165 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1253188.125000 Penalty: 4594.179688
	Iteration 20F: 3 clusters Score -1253188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1253202.625000 Penalty: 4594.179688
	Iteration 21Q: 3 clusters Score -1253203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1253216.250000 Penalty: 4594.179688
	Iteration 22Q: 3 clusters Score -1253216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1253229.625000 Penalty: 4594.179688
	Iteration 23Q: 3 clusters Score -1253230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1253239.000000 Penalty: 4594.179688
	Iteration 24Q: 3 clusters Score -1253239 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1253249.125000 Penalty: 4594.179688
	Iteration 25Q: 3 clusters Score -1253249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1253258.750000 Penalty: 4594.179688
	Iteration 26Q: 3 clusters Score -1253259 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1253267.375000 Penalty: 4594.179688
	Iteration 27Q: 3 clusters Score -1253267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1253273.750000 Penalty: 4594.179688
	Iteration 28Q: 3 clusters Score -1253274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1253283.625000 Penalty: 4594.179688
	Iteration 29Q: 3 clusters Score -1253284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1253290.875000 Penalty: 4594.179688
	Iteration 30Q: 3 clusters Score -1253291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1253297.875000 Penalty: 4594.179688
	Iteration 31Q: 3 clusters Score -1253298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1253301.375000 Penalty: 4594.179688
	Iteration 32Q: 3 clusters Score -1253301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1253306.875000 Penalty: 4594.179688
	Iteration 33Q: 3 clusters Score -1253307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1253310.750000 Penalty: 4594.179688
	Iteration 34Q: 3 clusters Score -1253311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1253313.125000 Penalty: 4594.179688
	Iteration 35Q: 3 clusters Score -1253313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1253314.750000 Penalty: 4594.179688
	Iteration 36Q: 3 clusters Score -1253315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1253319.125000 Penalty: 4594.179688
	Iteration 37Q: 3 clusters Score -1253319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1253322.625000 Penalty: 4594.179688
	Iteration 38Q: 3 clusters Score -1253323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1253331.625000 Penalty: 4594.179688
	Iteration 39Q: 3 clusters Score -1253332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1253332.250000 Penalty: 4594.179688
	Iteration 40F: 3 clusters Score -1253332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1253335.625000 Penalty: 4594.179688
	Iteration 41Q: 3 clusters Score -1253336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1253340.500000 Penalty: 4594.179688
	Iteration 42Q: 3 clusters Score -1253340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1253344.750000 Penalty: 4594.179688
	Iteration 43Q: 3 clusters Score -1253345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1253349.375000 Penalty: 4594.179688
	Iteration 44Q: 3 clusters Score -1253349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1253348.500000 Penalty: 4594.179688
	Iteration 45Q: 3 clusters Score -1253348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1253355.000000 Penalty: 4594.179688
	Iteration 46Q: 3 clusters Score -1253355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1253354.625000 Penalty: 4594.179688
	Iteration 47Q: 3 clusters Score -1253355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1253358.250000 Penalty: 4594.179688
	Iteration 48Q: 3 clusters Score -1253358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1253360.375000 Penalty: 4594.179688
	Iteration 49Q: 3 clusters Score -1253360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1253361.750000 Penalty: 4594.179688
	Iteration 50Q: 3 clusters Score -1253362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1253366.000000 Penalty: 4594.179688
	Iteration 51Q: 3 clusters Score -1253366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1253369.875000 Penalty: 4594.179688
	Iteration 52Q: 3 clusters Score -1253370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1253372.375000 Penalty: 4594.179688
	Iteration 53Q: 3 clusters Score -1253372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1253373.625000 Penalty: 4594.179688
	Iteration 54Q: 3 clusters Score -1253374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1253374.125000 Penalty: 4594.179688
	Iteration 55Q: 3 clusters Score -1253374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1253374.375000 Penalty: 4594.179688
	Iteration 56Q: 3 clusters Score -1253374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1253376.875000 Penalty: 4594.179688
	Iteration 57Q: 3 clusters Score -1253377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1253376.125000 Penalty: 4594.179688
	Iteration 58Q: 3 clusters Score -1253376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1253376.625000 Penalty: 4594.179688
	Iteration 59Q: 3 clusters Score -1253377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1253382.000000 Penalty: 4594.179688
	Iteration 60F: 3 clusters Score -1253382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1253385.000000 Penalty: 4594.179688
	Iteration 61Q: 3 clusters Score -1253385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1253385.875000 Penalty: 4594.179688
	Iteration 62Q: 3 clusters Score -1253386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1253387.875000 Penalty: 4594.179688
	Iteration 63Q: 3 clusters Score -1253388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1253387.875000 Penalty: 4594.179688
	Iteration 64F: 3 clusters Score -1253388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Entering Unmasked Estep 
Score: -3838356.500000 Penalty: 2559.210693
	Iteration 0F: 2 clusters Score -3838356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3817673.000000 Penalty: 5118.421387
	Iteration 0F: 3 clusters Score -3817673 nChanged 13666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -3825019.500000 Penalty: 5118.421387
	Iteration 1F: 3 clusters Score -3825020 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -3825466.250000 Penalty: 5118.421387
	Iteration 2Q: 3 clusters Score -3825466 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -3825818.250000 Penalty: 5118.421387
	Iteration 3Q: 3 clusters Score -3825818 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -3826172.750000 Penalty: 5118.421387
	Iteration 4Q: 3 clusters Score -3826173 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3826506.750000 Penalty: 5118.421387
	Iteration 5Q: 3 clusters Score -3826507 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -3826960.750000 Penalty: 5118.421387
	Iteration 6Q: 3 clusters Score -3826961 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3827567.500000 Penalty: 5118.421387
	Iteration 7Q: 3 clusters Score -3827568 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -3828340.750000 Penalty: 5118.421387
	Iteration 8Q: 3 clusters Score -3828341 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -3829347.250000 Penalty: 5118.421387
	Iteration 9F: 3 clusters Score -3829347 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -3830613.750000 Penalty: 5118.421387
	Iteration 10F: 3 clusters Score -3830614 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -3832053.750000 Penalty: 5118.421387
	Iteration 11F: 3 clusters Score -3832054 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -3833384.750000 Penalty: 5118.421387
	Iteration 12F: 3 clusters Score -3833385 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3834504.250000 Penalty: 5118.421387
	Iteration 13Q: 3 clusters Score -3834504 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3835177.750000 Penalty: 5118.421387
	Iteration 14Q: 3 clusters Score -3835178 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3835559.250000 Penalty: 5118.421387
	Iteration 15Q: 3 clusters Score -3835559 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3835792.250000 Penalty: 5118.421387
	Iteration 16Q: 3 clusters Score -3835792 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3835923.250000 Penalty: 5118.421387
	Iteration 17Q: 3 clusters Score -3835923 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3836002.250000 Penalty: 5118.421387
	Iteration 18Q: 3 clusters Score -3836002 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3836054.500000 Penalty: 5118.421387
	Iteration 19Q: 3 clusters Score -3836054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3836068.000000 Penalty: 5118.421387
	Iteration 20F: 3 clusters Score -3836068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3836088.750000 Penalty: 5118.421387
	Iteration 21Q: 3 clusters Score -3836089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3836097.500000 Penalty: 5118.421387
	Iteration 22Q: 3 clusters Score -3836098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3836114.500000 Penalty: 5118.421387
	Iteration 23Q: 3 clusters Score -3836114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3836115.750000 Penalty: 5118.421387
	Iteration 24Q: 3 clusters Score -3836116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3836118.750000 Penalty: 5118.421387
	Iteration 25Q: 3 clusters Score -3836119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3836121.500000 Penalty: 5118.421387
	Iteration 26Q: 3 clusters Score -3836122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3836123.750000 Penalty: 5118.421387
	Iteration 27Q: 3 clusters Score -3836124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3836125.500000 Penalty: 5118.421387
	Iteration 28Q: 3 clusters Score -3836126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3836126.750000 Penalty: 5118.421387
	Iteration 29Q: 3 clusters Score -3836127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3836131.500000 Penalty: 5118.421387
	Iteration 30Q: 3 clusters Score -3836132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3836133.250000 Penalty: 5118.421387
	Iteration 31Q: 3 clusters Score -3836133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3836136.000000 Penalty: 5118.421387
	Iteration 32Q: 3 clusters Score -3836136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3836136.000000 Penalty: 5118.421387
	Iteration 33F: 3 clusters Score -3836136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Entering Unmasked Estep 
Score: -1012011.062500 Penalty: 2229.536621
	Iteration 0F: 2 clusters Score -1012011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1005576.312500 Penalty: 4459.073242
	Iteration 0F: 3 clusters Score -1005576 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1007353.187500 Penalty: 4459.073242
	Iteration 1F: 3 clusters Score -1007353 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1007627.750000 Penalty: 4459.073242
	Iteration 2F: 3 clusters Score -1007628 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1007808.937500 Penalty: 4459.073242
	Iteration 3F: 3 clusters Score -1007809 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1007927.875000 Penalty: 4459.073242
	Iteration 4Q: 3 clusters Score -1007928 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1008024.437500 Penalty: 4459.073242
	Iteration 5Q: 3 clusters Score -1008024 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1008107.625000 Penalty: 4459.073242
	Iteration 6Q: 3 clusters Score -1008108 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1008179.687500 Penalty: 4459.073242
	Iteration 7Q: 3 clusters Score -1008180 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1008254.125000 Penalty: 4459.073242
	Iteration 8Q: 3 clusters Score -1008254 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1008310.312500 Penalty: 4459.073242
	Iteration 9Q: 3 clusters Score -1008310 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1008362.562500 Penalty: 4459.073242
	Iteration 10Q: 3 clusters Score -1008363 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1008406.875000 Penalty: 4459.073242
	Iteration 11Q: 3 clusters Score -1008407 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1008454.500000 Penalty: 4459.073242
	Iteration 12Q: 3 clusters Score -1008454 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1008508.250000 Penalty: 4459.073242
	Iteration 13Q: 3 clusters Score -1008508 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1008566.625000 Penalty: 4459.073242
	Iteration 14Q: 3 clusters Score -1008567 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1008635.812500 Penalty: 4459.073242
	Iteration 15Q: 3 clusters Score -1008636 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1008727.562500 Penalty: 4459.073242
	Iteration 16Q: 3 clusters Score -1008728 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1008847.062500 Penalty: 4459.073242
	Iteration 17Q: 3 clusters Score -1008847 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1008946.000000 Penalty: 4459.073242
	Iteration 18Q: 3 clusters Score -1008946 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1009044.250000 Penalty: 4459.073242
	Iteration 19Q: 3 clusters Score -1009044 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1009122.375000 Penalty: 4459.073242
	Iteration 20F: 3 clusters Score -1009122 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1009189.250000 Penalty: 4459.073242
	Iteration 21Q: 3 clusters Score -1009189 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1009258.062500 Penalty: 4459.073242
	Iteration 22Q: 3 clusters Score -1009258 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1009313.750000 Penalty: 4459.073242
	Iteration 23Q: 3 clusters Score -1009314 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1009353.750000 Penalty: 4459.073242
	Iteration 24Q: 3 clusters Score -1009354 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1009376.062500 Penalty: 4459.073242
	Iteration 25Q: 3 clusters Score -1009376 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1009397.437500 Penalty: 4459.073242
	Iteration 26Q: 3 clusters Score -1009397 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1009407.312500 Penalty: 4459.073242
	Iteration 27Q: 3 clusters Score -1009407 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1009420.437500 Penalty: 4459.073242
	Iteration 28Q: 3 clusters Score -1009420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1009425.125000 Penalty: 4459.073242
	Iteration 29Q: 3 clusters Score -1009425 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1009431.937500 Penalty: 4459.073242
	Iteration 30Q: 3 clusters Score -1009432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1009433.562500 Penalty: 4459.073242
	Iteration 31Q: 3 clusters Score -1009434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1009436.875000 Penalty: 4459.073242
	Iteration 32Q: 3 clusters Score -1009437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1009440.500000 Penalty: 4459.073242
	Iteration 33Q: 3 clusters Score -1009440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1009443.375000 Penalty: 4459.073242
	Iteration 34Q: 3 clusters Score -1009443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1009448.062500 Penalty: 4459.073242
	Iteration 35Q: 3 clusters Score -1009448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1009447.750000 Penalty: 4459.073242
	Iteration 36Q: 3 clusters Score -1009448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1009450.625000 Penalty: 4459.073242
	Iteration 37Q: 3 clusters Score -1009451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1009450.125000 Penalty: 4459.073242
	Iteration 38Q: 3 clusters Score -1009450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1009452.562500 Penalty: 4459.073242
	Iteration 39Q: 3 clusters Score -1009453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1009453.625000 Penalty: 4459.073242
	Iteration 40F: 3 clusters Score -1009454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1009455.375000 Penalty: 4459.073242
	Iteration 41Q: 3 clusters Score -1009455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1009456.062500 Penalty: 4459.073242
	Iteration 42Q: 3 clusters Score -1009456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1009454.750000 Penalty: 4459.073242
	Iteration 43Q: 3 clusters Score -1009455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1009454.750000 Penalty: 4459.073242
	Iteration 44F: 3 clusters Score -1009455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Entering Unmasked Estep 
Score: -2367469.000000 Penalty: 2449.391357
	Iteration 0F: 2 clusters Score -2367469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2353705.000000 Penalty: 4898.782715
	Iteration 0F: 3 clusters Score -2353705 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2358433.500000 Penalty: 4898.782715
	Iteration 1F: 3 clusters Score -2358434 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2358934.000000 Penalty: 4898.782715
	Iteration 2F: 3 clusters Score -2358934 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2359407.000000 Penalty: 4898.782715
	Iteration 3F: 3 clusters Score -2359407 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2359899.250000 Penalty: 4898.782715
	Iteration 4F: 3 clusters Score -2359899 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2360428.250000 Penalty: 4898.782715
	Iteration 5Q: 3 clusters Score -2360428 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2361062.250000 Penalty: 4898.782715
	Iteration 6F: 3 clusters Score -2361062 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2361755.500000 Penalty: 4898.782715
	Iteration 7F: 3 clusters Score -2361756 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2362440.250000 Penalty: 4898.782715
	Iteration 8F: 3 clusters Score -2362440 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2363111.750000 Penalty: 4898.782715
	Iteration 9Q: 3 clusters Score -2363112 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2363596.750000 Penalty: 4898.782715
	Iteration 10Q: 3 clusters Score -2363597 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2363951.000000 Penalty: 4898.782715
	Iteration 11Q: 3 clusters Score -2363951 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2364172.500000 Penalty: 4898.782715
	Iteration 12Q: 3 clusters Score -2364172 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2364334.250000 Penalty: 4898.782715
	Iteration 13Q: 3 clusters Score -2364334 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2364434.500000 Penalty: 4898.782715
	Iteration 14Q: 3 clusters Score -2364434 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2364519.500000 Penalty: 4898.782715
	Iteration 15Q: 3 clusters Score -2364520 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2364582.000000 Penalty: 4898.782715
	Iteration 16Q: 3 clusters Score -2364582 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2364635.250000 Penalty: 4898.782715
	Iteration 17Q: 3 clusters Score -2364635 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2364671.500000 Penalty: 4898.782715
	Iteration 18Q: 3 clusters Score -2364672 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2364703.750000 Penalty: 4898.782715
	Iteration 19Q: 3 clusters Score -2364704 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2364740.250000 Penalty: 4898.782715
	Iteration 20F: 3 clusters Score -2364740 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2364757.000000 Penalty: 4898.782715
	Iteration 21Q: 3 clusters Score -2364757 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2364782.750000 Penalty: 4898.782715
	Iteration 22Q: 3 clusters Score -2364783 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2364801.250000 Penalty: 4898.782715
	Iteration 23Q: 3 clusters Score -2364801 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2364820.000000 Penalty: 4898.782715
	Iteration 24Q: 3 clusters Score -2364820 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2364835.250000 Penalty: 4898.782715
	Iteration 25Q: 3 clusters Score -2364835 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2364852.750000 Penalty: 4898.782715
	Iteration 26Q: 3 clusters Score -2364853 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2364867.500000 Penalty: 4898.782715
	Iteration 27Q: 3 clusters Score -2364868 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2364901.000000 Penalty: 4898.782715
	Iteration 28Q: 3 clusters Score -2364901 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2364926.000000 Penalty: 4898.782715
	Iteration 29Q: 3 clusters Score -2364926 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2364959.250000 Penalty: 4898.782715
	Iteration 30Q: 3 clusters Score -2364959 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2364993.500000 Penalty: 4898.782715
	Iteration 31Q: 3 clusters Score -2364994 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2365031.750000 Penalty: 4898.782715
	Iteration 32Q: 3 clusters Score -2365032 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2365068.250000 Penalty: 4898.782715
	Iteration 33Q: 3 clusters Score -2365068 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2365091.750000 Penalty: 4898.782715
	Iteration 34Q: 3 clusters Score -2365092 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2365110.000000 Penalty: 4898.782715
	Iteration 35Q: 3 clusters Score -2365110 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2365139.250000 Penalty: 4898.782715
	Iteration 36Q: 3 clusters Score -2365139 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2365171.750000 Penalty: 4898.782715
	Iteration 37Q: 3 clusters Score -2365172 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2365199.500000 Penalty: 4898.782715
	Iteration 38Q: 3 clusters Score -2365200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2365212.500000 Penalty: 4898.782715
	Iteration 39Q: 3 clusters Score -2365212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2365223.500000 Penalty: 4898.782715
	Iteration 40F: 3 clusters Score -2365224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2365213.000000 Penalty: 4898.782715
	Iteration 41Q: 3 clusters Score -2365213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2365219.250000 Penalty: 4898.782715
	Iteration 42Q: 3 clusters Score -2365219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2365231.000000 Penalty: 4898.782715
	Iteration 43Q: 3 clusters Score -2365231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2365238.500000 Penalty: 4898.782715
	Iteration 44Q: 3 clusters Score -2365238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2365236.500000 Penalty: 4898.782715
	Iteration 45Q: 3 clusters Score -2365236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2365249.500000 Penalty: 4898.782715
	Iteration 46Q: 3 clusters Score -2365250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2365254.000000 Penalty: 4898.782715
	Iteration 47Q: 3 clusters Score -2365254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2365267.250000 Penalty: 4898.782715
	Iteration 48Q: 3 clusters Score -2365267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2365269.250000 Penalty: 4898.782715
	Iteration 49Q: 3 clusters Score -2365269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2365274.250000 Penalty: 4898.782715
	Iteration 50Q: 3 clusters Score -2365274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2365272.750000 Penalty: 4898.782715
	Iteration 51Q: 3 clusters Score -2365273 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2365276.750000 Penalty: 4898.782715
	Iteration 52Q: 3 clusters Score -2365277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2365284.500000 Penalty: 4898.782715
	Iteration 53Q: 3 clusters Score -2365284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2365292.250000 Penalty: 4898.782715
	Iteration 54Q: 3 clusters Score -2365292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2365298.250000 Penalty: 4898.782715
	Iteration 55Q: 3 clusters Score -2365298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2365314.750000 Penalty: 4898.782715
	Iteration 56Q: 3 clusters Score -2365315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2365320.500000 Penalty: 4898.782715
	Iteration 57Q: 3 clusters Score -2365320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2365323.250000 Penalty: 4898.782715
	Iteration 58Q: 3 clusters Score -2365323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2365320.000000 Penalty: 4898.782715
	Iteration 59Q: 3 clusters Score -2365320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2365328.750000 Penalty: 4898.782715
	Iteration 60F: 3 clusters Score -2365329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2365327.500000 Penalty: 4898.782715
	Iteration 61Q: 3 clusters Score -2365328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2365327.500000 Penalty: 4898.782715
	Iteration 62Q: 3 clusters Score -2365328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2365326.000000 Penalty: 4898.782715
	Iteration 63Q: 3 clusters Score -2365326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2365337.250000 Penalty: 4898.782715
	Iteration 64Q: 3 clusters Score -2365337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2365342.500000 Penalty: 4898.782715
	Iteration 65Q: 3 clusters Score -2365342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2365343.250000 Penalty: 4898.782715
	Iteration 66Q: 3 clusters Score -2365343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2365347.000000 Penalty: 4898.782715
	Iteration 67Q: 3 clusters Score -2365347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2365351.500000 Penalty: 4898.782715
	Iteration 68Q: 3 clusters Score -2365352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2365348.750000 Penalty: 4898.782715
	Iteration 69Q: 3 clusters Score -2365349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2365353.500000 Penalty: 4898.782715
	Iteration 70Q: 3 clusters Score -2365354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2365351.750000 Penalty: 4898.782715
	Iteration 71Q: 3 clusters Score -2365352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2365357.250000 Penalty: 4898.782715
	Iteration 72Q: 3 clusters Score -2365357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2365356.250000 Penalty: 4898.782715
	Iteration 73Q: 3 clusters Score -2365356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2365354.500000 Penalty: 4898.782715
	Iteration 74Q: 3 clusters Score -2365354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2365354.500000 Penalty: 4898.782715
	Iteration 75F: 3 clusters Score -2365354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Entering Unmasked Estep 
Score: -4926252.000000 Penalty: 2630.113770
	Iteration 0F: 2 clusters Score -4926252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -4898900.500000 Penalty: 5260.227539
	Iteration 0F: 3 clusters Score -4898900 nChanged 18433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -4909058.000000 Penalty: 5260.227539
	Iteration 1F: 3 clusters Score -4909058 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -4909714.500000 Penalty: 5260.227539
	Iteration 2Q: 3 clusters Score -4909714 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -4910424.000000 Penalty: 5260.227539
	Iteration 3Q: 3 clusters Score -4910424 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -4911372.000000 Penalty: 5260.227539
	Iteration 4F: 3 clusters Score -4911372 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -4912778.000000 Penalty: 5260.227539
	Iteration 5F: 3 clusters Score -4912778 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -4914804.000000 Penalty: 5260.227539
	Iteration 6F: 3 clusters Score -4914804 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -4917176.000000 Penalty: 5260.227539
	Iteration 7F: 3 clusters Score -4917176 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -4919479.500000 Penalty: 5260.227539
	Iteration 8F: 3 clusters Score -4919480 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -4921336.000000 Penalty: 5260.227539
	Iteration 9F: 3 clusters Score -4921336 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -4922493.000000 Penalty: 5260.227539
	Iteration 10Q: 3 clusters Score -4922493 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -4923220.000000 Penalty: 5260.227539
	Iteration 11Q: 3 clusters Score -4923220 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -4923623.000000 Penalty: 5260.227539
	Iteration 12Q: 3 clusters Score -4923623 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -4923952.000000 Penalty: 5260.227539
	Iteration 13Q: 3 clusters Score -4923952 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -4924185.000000 Penalty: 5260.227539
	Iteration 14Q: 3 clusters Score -4924185 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -4924301.500000 Penalty: 5260.227539
	Iteration 15Q: 3 clusters Score -4924302 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -4924394.500000 Penalty: 5260.227539
	Iteration 16Q: 3 clusters Score -4924394 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -4924485.000000 Penalty: 5260.227539
	Iteration 17Q: 3 clusters Score -4924485 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -4924570.500000 Penalty: 5260.227539
	Iteration 18Q: 3 clusters Score -4924570 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -4924689.000000 Penalty: 5260.227539
	Iteration 19Q: 3 clusters Score -4924689 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -4924794.000000 Penalty: 5260.227539
	Iteration 20F: 3 clusters Score -4924794 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -4924872.000000 Penalty: 5260.227539
	Iteration 21Q: 3 clusters Score -4924872 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -4924969.500000 Penalty: 5260.227539
	Iteration 22Q: 3 clusters Score -4924970 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -4925028.500000 Penalty: 5260.227539
	Iteration 23Q: 3 clusters Score -4925028 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -4925088.500000 Penalty: 5260.227539
	Iteration 24Q: 3 clusters Score -4925088 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -4925119.000000 Penalty: 5260.227539
	Iteration 25Q: 3 clusters Score -4925119 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -4925143.000000 Penalty: 5260.227539
	Iteration 26Q: 3 clusters Score -4925143 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -4925165.000000 Penalty: 5260.227539
	Iteration 27Q: 3 clusters Score -4925165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -4925180.000000 Penalty: 5260.227539
	Iteration 28Q: 3 clusters Score -4925180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -4925192.500000 Penalty: 5260.227539
	Iteration 29Q: 3 clusters Score -4925192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -4925209.000000 Penalty: 5260.227539
	Iteration 30Q: 3 clusters Score -4925209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -4925220.000000 Penalty: 5260.227539
	Iteration 31Q: 3 clusters Score -4925220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -4925213.500000 Penalty: 5260.227539
	Iteration 32Q: 3 clusters Score -4925214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -4925228.000000 Penalty: 5260.227539
	Iteration 33Q: 3 clusters Score -4925228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -4925223.000000 Penalty: 5260.227539
	Iteration 34Q: 3 clusters Score -4925223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -4925232.500000 Penalty: 5260.227539
	Iteration 35Q: 3 clusters Score -4925232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -4925243.000000 Penalty: 5260.227539
	Iteration 36Q: 3 clusters Score -4925243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -4925258.000000 Penalty: 5260.227539
	Iteration 37Q: 3 clusters Score -4925258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -4925260.500000 Penalty: 5260.227539
	Iteration 38Q: 3 clusters Score -4925260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -4925277.500000 Penalty: 5260.227539
	Iteration 39Q: 3 clusters Score -4925278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -4925280.000000 Penalty: 5260.227539
	Iteration 40F: 3 clusters Score -4925280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -4925292.000000 Penalty: 5260.227539
	Iteration 41Q: 3 clusters Score -4925292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -4925294.000000 Penalty: 5260.227539
	Iteration 42Q: 3 clusters Score -4925294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -4925288.500000 Penalty: 5260.227539
	Iteration 43Q: 3 clusters Score -4925288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -4925302.500000 Penalty: 5260.227539
	Iteration 44Q: 3 clusters Score -4925302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -4925303.500000 Penalty: 5260.227539
	Iteration 45Q: 3 clusters Score -4925304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -4925293.500000 Penalty: 5260.227539
	Iteration 46Q: 3 clusters Score -4925294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -4925299.500000 Penalty: 5260.227539
	Iteration 47Q: 3 clusters Score -4925300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -4925307.500000 Penalty: 5260.227539
	Iteration 48Q: 3 clusters Score -4925308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -4925309.000000 Penalty: 5260.227539
	Iteration 49Q: 3 clusters Score -4925309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -4925308.000000 Penalty: 5260.227539
	Iteration 50Q: 3 clusters Score -4925308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -4925308.500000 Penalty: 5260.227539
	Iteration 51Q: 3 clusters Score -4925308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -4925308.500000 Penalty: 5260.227539
	Iteration 52F: 3 clusters Score -4925308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Entering Unmasked Estep 
Score: -1081614.125000 Penalty: 2263.836182
	Iteration 0F: 2 clusters Score -1081614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1074432.625000 Penalty: 4527.672363
	Iteration 0F: 3 clusters Score -1074433 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1076640.875000 Penalty: 4527.672363
	Iteration 1F: 3 clusters Score -1076641 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1077077.125000 Penalty: 4527.672363
	Iteration 2F: 3 clusters Score -1077077 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1077479.375000 Penalty: 4527.672363
	Iteration 3F: 3 clusters Score -1077479 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1077841.250000 Penalty: 4527.672363
	Iteration 4F: 3 clusters Score -1077841 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1078167.000000 Penalty: 4527.672363
	Iteration 5F: 3 clusters Score -1078167 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1078482.250000 Penalty: 4527.672363
	Iteration 6F: 3 clusters Score -1078482 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1078806.000000 Penalty: 4527.672363
	Iteration 7Q: 3 clusters Score -1078806 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1079105.125000 Penalty: 4527.672363
	Iteration 8Q: 3 clusters Score -1079105 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1079373.125000 Penalty: 4527.672363
	Iteration 9Q: 3 clusters Score -1079373 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1079593.375000 Penalty: 4527.672363
	Iteration 10Q: 3 clusters Score -1079593 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1079756.625000 Penalty: 4527.672363
	Iteration 11Q: 3 clusters Score -1079757 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1079882.250000 Penalty: 4527.672363
	Iteration 12Q: 3 clusters Score -1079882 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1079983.125000 Penalty: 4527.672363
	Iteration 13Q: 3 clusters Score -1079983 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1080056.625000 Penalty: 4527.672363
	Iteration 14Q: 3 clusters Score -1080057 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1080106.875000 Penalty: 4527.672363
	Iteration 15Q: 3 clusters Score -1080107 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1080148.875000 Penalty: 4527.672363
	Iteration 16Q: 3 clusters Score -1080149 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1080207.375000 Penalty: 4527.672363
	Iteration 17Q: 3 clusters Score -1080207 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1080268.375000 Penalty: 4527.672363
	Iteration 18Q: 3 clusters Score -1080268 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1080354.500000 Penalty: 4527.672363
	Iteration 19Q: 3 clusters Score -1080354 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1080520.125000 Penalty: 4527.672363
	Iteration 20F: 3 clusters Score -1080520 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1080825.000000 Penalty: 4527.672363
	Iteration 21Q: 3 clusters Score -1080825 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1081076.500000 Penalty: 4527.672363
	Iteration 22Q: 3 clusters Score -1081076 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1081217.500000 Penalty: 4527.672363
	Iteration 23Q: 3 clusters Score -1081218 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1081301.750000 Penalty: 4527.672363
	Iteration 24Q: 3 clusters Score -1081302 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1081348.500000 Penalty: 4527.672363
	Iteration 25Q: 3 clusters Score -1081348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1081369.875000 Penalty: 4527.672363
	Iteration 26Q: 3 clusters Score -1081370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1081390.625000 Penalty: 4527.672363
	Iteration 27Q: 3 clusters Score -1081391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1081404.750000 Penalty: 4527.672363
	Iteration 28Q: 3 clusters Score -1081405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1081421.750000 Penalty: 4527.672363
	Iteration 29Q: 3 clusters Score -1081422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1081432.375000 Penalty: 4527.672363
	Iteration 30Q: 3 clusters Score -1081432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1081437.500000 Penalty: 4527.672363
	Iteration 31Q: 3 clusters Score -1081438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1081439.125000 Penalty: 4527.672363
	Iteration 32Q: 3 clusters Score -1081439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1081441.125000 Penalty: 4527.672363
	Iteration 33Q: 3 clusters Score -1081441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1081441.875000 Penalty: 4527.672363
	Iteration 34Q: 3 clusters Score -1081442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1081443.500000 Penalty: 4527.672363
	Iteration 35Q: 3 clusters Score -1081444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1081443.625000 Penalty: 4527.672363
	Iteration 36Q: 3 clusters Score -1081444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1081444.125000 Penalty: 4527.672363
	Iteration 37Q: 3 clusters Score -1081444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1081445.625000 Penalty: 4527.672363
	Iteration 38Q: 3 clusters Score -1081446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1081445.625000 Penalty: 4527.672363
	Iteration 39F: 3 clusters Score -1081446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Entering Unmasked Estep 
Score: -2629382.250000 Penalty: 2492.680664
	Iteration 0F: 2 clusters Score -2629382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2613145.000000 Penalty: 4985.361328
	Iteration 0F: 3 clusters Score -2613145 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2618895.500000 Penalty: 4985.361328
	Iteration 1F: 3 clusters Score -2618896 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2619448.000000 Penalty: 4985.361328
	Iteration 2F: 3 clusters Score -2619448 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2619934.750000 Penalty: 4985.361328
	Iteration 3F: 3 clusters Score -2619935 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2620425.500000 Penalty: 4985.361328
	Iteration 4Q: 3 clusters Score -2620426 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2620885.750000 Penalty: 4985.361328
	Iteration 5Q: 3 clusters Score -2620886 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2621328.750000 Penalty: 4985.361328
	Iteration 6Q: 3 clusters Score -2621329 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2621816.750000 Penalty: 4985.361328
	Iteration 7Q: 3 clusters Score -2621817 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2622295.000000 Penalty: 4985.361328
	Iteration 8Q: 3 clusters Score -2622295 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2622812.750000 Penalty: 4985.361328
	Iteration 9Q: 3 clusters Score -2622813 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2623341.250000 Penalty: 4985.361328
	Iteration 10Q: 3 clusters Score -2623341 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2623872.750000 Penalty: 4985.361328
	Iteration 11Q: 3 clusters Score -2623873 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2624371.250000 Penalty: 4985.361328
	Iteration 12Q: 3 clusters Score -2624371 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2624814.000000 Penalty: 4985.361328
	Iteration 13Q: 3 clusters Score -2624814 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2625223.250000 Penalty: 4985.361328
	Iteration 14Q: 3 clusters Score -2625223 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2625547.000000 Penalty: 4985.361328
	Iteration 15Q: 3 clusters Score -2625547 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2625841.250000 Penalty: 4985.361328
	Iteration 16Q: 3 clusters Score -2625841 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2626153.750000 Penalty: 4985.361328
	Iteration 17Q: 3 clusters Score -2626154 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2626418.250000 Penalty: 4985.361328
	Iteration 18Q: 3 clusters Score -2626418 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2626680.500000 Penalty: 4985.361328
	Iteration 19Q: 3 clusters Score -2626680 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -2626876.000000 Penalty: 4985.361328
	Iteration 20F: 3 clusters Score -2626876 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -2627047.250000 Penalty: 4985.361328
	Iteration 21Q: 3 clusters Score -2627047 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -2627189.500000 Penalty: 4985.361328
	Iteration 22Q: 3 clusters Score -2627190 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -2627311.500000 Penalty: 4985.361328
	Iteration 23Q: 3 clusters Score -2627312 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -2627393.000000 Penalty: 4985.361328
	Iteration 24Q: 3 clusters Score -2627393 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -2627451.750000 Penalty: 4985.361328
	Iteration 25Q: 3 clusters Score -2627452 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2627490.250000 Penalty: 4985.361328
	Iteration 26Q: 3 clusters Score -2627490 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -2627522.250000 Penalty: 4985.361328
	Iteration 27Q: 3 clusters Score -2627522 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -2627552.500000 Penalty: 4985.361328
	Iteration 28Q: 3 clusters Score -2627552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -2627566.000000 Penalty: 4985.361328
	Iteration 29Q: 3 clusters Score -2627566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -2627580.500000 Penalty: 4985.361328
	Iteration 30Q: 3 clusters Score -2627580 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -2627595.250000 Penalty: 4985.361328
	Iteration 31Q: 3 clusters Score -2627595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -2627617.000000 Penalty: 4985.361328
	Iteration 32Q: 3 clusters Score -2627617 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2627629.000000 Penalty: 4985.361328
	Iteration 33Q: 3 clusters Score -2627629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -2627638.000000 Penalty: 4985.361328
	Iteration 34Q: 3 clusters Score -2627638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -2627649.000000 Penalty: 4985.361328
	Iteration 35Q: 3 clusters Score -2627649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -2627655.250000 Penalty: 4985.361328
	Iteration 36Q: 3 clusters Score -2627655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -2627659.250000 Penalty: 4985.361328
	Iteration 37Q: 3 clusters Score -2627659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -2627657.000000 Penalty: 4985.361328
	Iteration 38Q: 3 clusters Score -2627657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -2627668.750000 Penalty: 4985.361328
	Iteration 39Q: 3 clusters Score -2627669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -2627668.750000 Penalty: 4985.361328
	Iteration 40F: 3 clusters Score -2627669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -2627671.000000 Penalty: 4985.361328
	Iteration 41Q: 3 clusters Score -2627671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -2627672.750000 Penalty: 4985.361328
	Iteration 42Q: 3 clusters Score -2627673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2627670.750000 Penalty: 4985.361328
	Iteration 43Q: 3 clusters Score -2627671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -2627667.500000 Penalty: 4985.361328
	Iteration 44Q: 3 clusters Score -2627668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -2627667.000000 Penalty: 4985.361328
	Iteration 45Q: 3 clusters Score -2627667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -2627666.750000 Penalty: 4985.361328
	Iteration 46Q: 3 clusters Score -2627667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -2627668.000000 Penalty: 4985.361328
	Iteration 47Q: 3 clusters Score -2627668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -2627669.750000 Penalty: 4985.361328
	Iteration 48Q: 3 clusters Score -2627670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -2627669.750000 Penalty: 4985.361328
	Iteration 49Q: 3 clusters Score -2627670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -2627669.750000 Penalty: 4985.361328
	Iteration 50F: 3 clusters Score -2627670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Entering Unmasked Estep 
Score: -2768235.500000 Penalty: 2490.186035
	Iteration 0F: 2 clusters Score -2768236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2752260.500000 Penalty: 4980.372070
	Iteration 0F: 3 clusters Score -2752260 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2757621.000000 Penalty: 4980.372070
	Iteration 1F: 3 clusters Score -2757621 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2758100.750000 Penalty: 4980.372070
	Iteration 2F: 3 clusters Score -2758101 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2758569.250000 Penalty: 4980.372070
	Iteration 3Q: 3 clusters Score -2758569 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2759059.000000 Penalty: 4980.372070
	Iteration 4Q: 3 clusters Score -2759059 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2759686.000000 Penalty: 4980.372070
	Iteration 5Q: 3 clusters Score -2759686 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2760372.500000 Penalty: 4980.372070
	Iteration 6Q: 3 clusters Score -2760372 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2761164.750000 Penalty: 4980.372070
	Iteration 7F: 3 clusters Score -2761165 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2762058.250000 Penalty: 4980.372070
	Iteration 8F: 3 clusters Score -2762058 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2763052.500000 Penalty: 4980.372070
	Iteration 9F: 3 clusters Score -2763052 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2763915.750000 Penalty: 4980.372070
	Iteration 10Q: 3 clusters Score -2763916 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2764649.250000 Penalty: 4980.372070
	Iteration 11Q: 3 clusters Score -2764649 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -2765126.000000 Penalty: 4980.372070
	Iteration 12Q: 3 clusters Score -2765126 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2765473.500000 Penalty: 4980.372070
	Iteration 13Q: 3 clusters Score -2765474 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -2765693.250000 Penalty: 4980.372070
	Iteration 14Q: 3 clusters Score -2765693 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2765854.750000 Penalty: 4980.372070
	Iteration 15Q: 3 clusters Score -2765855 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -2765937.500000 Penalty: 4980.372070
	Iteration 16Q: 3 clusters Score -2765938 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2765988.000000 Penalty: 4980.372070
	Iteration 17Q: 3 clusters Score -2765988 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2766027.250000 Penalty: 4980.372070
	Iteration 18Q: 3 clusters Score -2766027 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2766058.750000 Penalty: 4980.372070
	Iteration 19Q: 3 clusters Score -2766059 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -2766089.000000 Penalty: 4980.372070
	Iteration 20F: 3 clusters Score -2766089 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -2766108.750000 Penalty: 4980.372070
	Iteration 21Q: 3 clusters Score -2766109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -2766126.250000 Penalty: 4980.372070
	Iteration 22Q: 3 clusters Score -2766126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -2766132.250000 Penalty: 4980.372070
	Iteration 23Q: 3 clusters Score -2766132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -2766138.250000 Penalty: 4980.372070
	Iteration 24Q: 3 clusters Score -2766138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -2766147.750000 Penalty: 4980.372070
	Iteration 25Q: 3 clusters Score -2766148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2766149.500000 Penalty: 4980.372070
	Iteration 26Q: 3 clusters Score -2766150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -2766160.250000 Penalty: 4980.372070
	Iteration 27Q: 3 clusters Score -2766160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -2766161.750000 Penalty: 4980.372070
	Iteration 28Q: 3 clusters Score -2766162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -2766165.250000 Penalty: 4980.372070
	Iteration 29Q: 3 clusters Score -2766165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -2766165.250000 Penalty: 4980.372070
	Iteration 30Q: 3 clusters Score -2766165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -2766165.250000 Penalty: 4980.372070
	Iteration 31F: 3 clusters Score -2766165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -499827.250000 Penalty: 2063.953857
	Iteration 0F: 2 clusters Score -499827.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -495814.468750 Penalty: 4127.907715
	Iteration 0F: 3 clusters Score -495814.5 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -496689.062500 Penalty: 4127.907715
	Iteration 1F: 3 clusters Score -496689.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -496893.875000 Penalty: 4127.907715
	Iteration 2F: 3 clusters Score -496893.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -497025.468750 Penalty: 4127.907715
	Iteration 3F: 3 clusters Score -497025.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -497103.218750 Penalty: 4127.907715
	Iteration 4Q: 3 clusters Score -497103.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -497150.656250 Penalty: 4127.907715
	Iteration 5Q: 3 clusters Score -497150.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -497185.812500 Penalty: 4127.907715
	Iteration 6Q: 3 clusters Score -497185.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -497215.531250 Penalty: 4127.907715
	Iteration 7Q: 3 clusters Score -497215.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -497234.968750 Penalty: 4127.907715
	Iteration 8Q: 3 clusters Score -497235 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -497248.312500 Penalty: 4127.907715
	Iteration 9Q: 3 clusters Score -497248.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -497261.500000 Penalty: 4127.907715
	Iteration 10Q: 3 clusters Score -497261.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -497275.312500 Penalty: 4127.907715
	Iteration 11Q: 3 clusters Score -497275.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -497287.156250 Penalty: 4127.907715
	Iteration 12Q: 3 clusters Score -497287.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -497299.656250 Penalty: 4127.907715
	Iteration 13Q: 3 clusters Score -497299.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -497310.156250 Penalty: 4127.907715
	Iteration 14Q: 3 clusters Score -497310.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -497320.562500 Penalty: 4127.907715
	Iteration 15Q: 3 clusters Score -497320.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -497330.781250 Penalty: 4127.907715
	Iteration 16Q: 3 clusters Score -497330.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -497337.968750 Penalty: 4127.907715
	Iteration 17Q: 3 clusters Score -497338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -497342.937500 Penalty: 4127.907715
	Iteration 18Q: 3 clusters Score -497342.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -497347.500000 Penalty: 4127.907715
	Iteration 19Q: 3 clusters Score -497347.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -497352.562500 Penalty: 4127.907715
	Iteration 20F: 3 clusters Score -497352.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -497357.593750 Penalty: 4127.907715
	Iteration 21Q: 3 clusters Score -497357.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -497362.812500 Penalty: 4127.907715
	Iteration 22Q: 3 clusters Score -497362.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -497366.000000 Penalty: 4127.907715
	Iteration 23Q: 3 clusters Score -497366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -497371.687500 Penalty: 4127.907715
	Iteration 24Q: 3 clusters Score -497371.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -497374.312500 Penalty: 4127.907715
	Iteration 25Q: 3 clusters Score -497374.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -497377.781250 Penalty: 4127.907715
	Iteration 26Q: 3 clusters Score -497377.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -497380.250000 Penalty: 4127.907715
	Iteration 27Q: 3 clusters Score -497380.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -497385.500000 Penalty: 4127.907715
	Iteration 28Q: 3 clusters Score -497385.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -497387.968750 Penalty: 4127.907715
	Iteration 29Q: 3 clusters Score -497388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -497391.281250 Penalty: 4127.907715
	Iteration 30Q: 3 clusters Score -497391.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -497392.812500 Penalty: 4127.907715
	Iteration 31Q: 3 clusters Score -497392.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -497393.718750 Penalty: 4127.907715
	Iteration 32Q: 3 clusters Score -497393.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -497393.750000 Penalty: 4127.907715
	Iteration 33Q: 3 clusters Score -497393.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -497394.968750 Penalty: 4127.907715
	Iteration 34Q: 3 clusters Score -497395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -497396.187500 Penalty: 4127.907715
	Iteration 35Q: 3 clusters Score -497396.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -497397.531250 Penalty: 4127.907715
	Iteration 36Q: 3 clusters Score -497397.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -497398.312500 Penalty: 4127.907715
	Iteration 37Q: 3 clusters Score -497398.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -497398.312500 Penalty: 4127.907715
	Iteration 38F: 3 clusters Score -497398.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -77537.445312 Penalty: 1649.910034
	Iteration 0F: 2 clusters Score -77537.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -76000.906250 Penalty: 3299.820068
	Iteration 0F: 3 clusters Score -76000.91 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -76806.835938 Penalty: 3299.820068
	Iteration 1F: 3 clusters Score -76806.84 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -77436.593750 Penalty: 3299.820068
	Iteration 2F: 3 clusters Score -77436.59 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -78019.640625 Penalty: 3299.820068
	Iteration 3F: 3 clusters Score -78019.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -78249.781250 Penalty: 3299.820068
	Iteration 4Q: 3 clusters Score -78249.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -78406.937500 Penalty: 3299.820068
	Iteration 5Q: 3 clusters Score -78406.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -78430.296875 Penalty: 3299.820068
	Iteration 6Q: 3 clusters Score -78430.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -78465.609375 Penalty: 3299.820068
	Iteration 7Q: 3 clusters Score -78465.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -78475.500000 Penalty: 3299.820068
	Iteration 8Q: 3 clusters Score -78475.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -78478.843750 Penalty: 3299.820068
	Iteration 9Q: 3 clusters Score -78478.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -78478.843750 Penalty: 3299.820068
	Iteration 10F: 3 clusters Score -78478.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 2123 members 
Mstep: Class 3 contains 14428 members 
Mstep: Class 4 contains 4151 members 
Mstep: Class 5 contains 8635 members 
Mstep: Class 6 contains 4221 members 
Mstep: Class 7 contains 187756 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 36559 members 
Mstep: Class 10 contains 263779 members 
Mstep: Class 11 contains 59120 members 
Mstep: Class 12 contains 312484 members 
Mstep: Class 13 contains 10535 members 
Mstep: Class 14 contains 30315 members 
Mstep: Class 15 contains 8023 members 
Mstep: Class 16 contains 19469 members 
Mstep: Class 17 contains 40348 members 
Mstep: Class 18 contains 9213 members 
Mstep: Class 19 contains 23182 members 
Mstep: Class 20 contains 22950 members 
Mstep: Class 21 contains 4115 members 
Mstep: Class 22 contains 229 members 
Mstep: Class 23 contains 106353 members 
Mstep: Class 24 contains 83436 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 546 members 
Entering Unmasked Estep 
Score: -154573888.000000 Penalty: 90644.539062
Splitting cluster 22 changes total score from -154574400.000000 to -154573888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (106353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106353 members 
Entering Unmasked Estep 
Score: -13387326.000000 Penalty: 2870.480713
	Iteration 0F: 2 clusters Score -1.338733e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53104 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -13316396.000000 Penalty: 5740.961426
	Iteration 0F: 3 clusters Score -1.33164e+07 nChanged 50450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -13344881.000000 Penalty: 5740.961426
	Iteration 1F: 3 clusters Score -1.334488e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -13345549.000000 Penalty: 5740.961426
	Iteration 2Q: 3 clusters Score -1.334555e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 54969 members 
Entering Unmasked Estep 
Score: -13346257.000000 Penalty: 5740.961426
	Iteration 3Q: 3 clusters Score -1.334626e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -13347159.000000 Penalty: 5740.961426
	Iteration 4Q: 3 clusters Score -1.334716e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -13348108.000000 Penalty: 5740.961426
	Iteration 5Q: 3 clusters Score -1.334811e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 59950 members 
Entering Unmasked Estep 
Score: -13349313.000000 Penalty: 5740.961426
	Iteration 6Q: 3 clusters Score -1.334931e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 63319 members 
Entering Unmasked Estep 
Score: -13351024.000000 Penalty: 5740.961426
	Iteration 7Q: 3 clusters Score -1.335102e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 67990 members 
Entering Unmasked Estep 
Score: -13353375.000000 Penalty: 5740.961426
	Iteration 8Q: 3 clusters Score -1.335338e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 74286 members 
Entering Unmasked Estep 
Score: -13357267.000000 Penalty: 5740.961426
	Iteration 9F: 3 clusters Score -1.335727e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 82083 members 
Entering Unmasked Estep 
Score: -13363013.000000 Penalty: 5740.961426
	Iteration 10F: 3 clusters Score -1.336301e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 90435 members 
Entering Unmasked Estep 
Score: -13370200.000000 Penalty: 5740.961426
	Iteration 11F: 3 clusters Score -1.33702e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 97679 members 
Entering Unmasked Estep 
Score: -13376890.000000 Penalty: 5740.961426
	Iteration 12F: 3 clusters Score -1.337689e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 102455 members 
Entering Unmasked Estep 
Score: -13381492.000000 Penalty: 5740.961426
	Iteration 13Q: 3 clusters Score -1.338149e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 104733 members 
Entering Unmasked Estep 
Score: -13383507.000000 Penalty: 5740.961426
	Iteration 14Q: 3 clusters Score -1.338351e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 105599 members 
Entering Unmasked Estep 
Score: -13384272.000000 Penalty: 5740.961426
	Iteration 15Q: 3 clusters Score -1.338427e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 105872 members 
Entering Unmasked Estep 
Score: -13384596.000000 Penalty: 5740.961426
	Iteration 16Q: 3 clusters Score -1.33846e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 105976 members 
Entering Unmasked Estep 
Score: -13384708.000000 Penalty: 5740.961426
	Iteration 17Q: 3 clusters Score -1.338471e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 106022 members 
Entering Unmasked Estep 
Score: -13384748.000000 Penalty: 5740.961426
	Iteration 18Q: 3 clusters Score -1.338475e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 106049 members 
Entering Unmasked Estep 
Score: -13384814.000000 Penalty: 5740.961426
	Iteration 19Q: 3 clusters Score -1.338481e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 106060 members 
Entering Unmasked Estep 
Score: -13384856.000000 Penalty: 5740.961426
	Iteration 20F: 3 clusters Score -1.338486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 106069 members 
Entering Unmasked Estep 
Score: -13384879.000000 Penalty: 5740.961426
	Iteration 21Q: 3 clusters Score -1.338488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 106077 members 
Entering Unmasked Estep 
Score: -13384882.000000 Penalty: 5740.961426
	Iteration 22Q: 3 clusters Score -1.338488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 106077 members 
Entering Unmasked Estep 
Score: -13384902.000000 Penalty: 5740.961426
	Iteration 23Q: 3 clusters Score -1.33849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 106077 members 
Entering Unmasked Estep 
Score: -13384894.000000 Penalty: 5740.961426
	Iteration 24Q: 3 clusters Score -1.338489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 106078 members 
Entering Unmasked Estep 
Score: -13384906.000000 Penalty: 5740.961426
	Iteration 25Q: 3 clusters Score -1.338491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 106077 members 
Entering Unmasked Estep 
Score: -13384909.000000 Penalty: 5740.961426
	Iteration 26Q: 3 clusters Score -1.338491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 106077 members 
Entering Unmasked Estep 
Score: -13384904.000000 Penalty: 5740.961426
	Iteration 27Q: 3 clusters Score -1.33849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 106077 members 
Entering Unmasked Estep 
Score: -13384904.000000 Penalty: 5740.961426
	Iteration 28F: 3 clusters Score -1.33849e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (83436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83436 members 
Entering Unmasked Estep 
Score: -10093277.000000 Penalty: 2810.294922
	Iteration 0F: 2 clusters Score -1.009328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -10037502.000000 Penalty: 5620.589844
	Iteration 0F: 3 clusters Score -1.00375e+07 nChanged 39064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -10059554.000000 Penalty: 5620.589844
	Iteration 1F: 3 clusters Score -1.005955e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -10060345.000000 Penalty: 5620.589844
	Iteration 2Q: 3 clusters Score -1.006034e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -10061204.000000 Penalty: 5620.589844
	Iteration 3Q: 3 clusters Score -1.00612e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -10062279.000000 Penalty: 5620.589844
	Iteration 4Q: 3 clusters Score -1.006228e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -10063680.000000 Penalty: 5620.589844
	Iteration 5Q: 3 clusters Score -1.006368e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
Score: -10065540.000000 Penalty: 5620.589844
	Iteration 6Q: 3 clusters Score -1.006554e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -10068111.000000 Penalty: 5620.589844
	Iteration 7F: 3 clusters Score -1.006811e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 59661 members 
Entering Unmasked Estep 
Score: -10071578.000000 Penalty: 5620.589844
	Iteration 8F: 3 clusters Score -1.007158e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -10076087.000000 Penalty: 5620.589844
	Iteration 9F: 3 clusters Score -1.007609e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 71142 members 
Entering Unmasked Estep 
Score: -10080895.000000 Penalty: 5620.589844
	Iteration 10F: 3 clusters Score -1.00809e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 75929 members 
Entering Unmasked Estep 
Score: -10085149.000000 Penalty: 5620.589844
	Iteration 11F: 3 clusters Score -1.008515e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 79174 members 
Entering Unmasked Estep 
Score: -10087950.000000 Penalty: 5620.589844
	Iteration 12Q: 3 clusters Score -1.008795e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 81116 members 
Entering Unmasked Estep 
Score: -10089577.000000 Penalty: 5620.589844
	Iteration 13Q: 3 clusters Score -1.008958e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 82109 members 
Entering Unmasked Estep 
Score: -10090444.000000 Penalty: 5620.589844
	Iteration 14Q: 3 clusters Score -1.009044e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 82548 members 
Entering Unmasked Estep 
Score: -10090782.000000 Penalty: 5620.589844
	Iteration 15Q: 3 clusters Score -1.009078e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 82748 members 
Entering Unmasked Estep 
Score: -10090967.000000 Penalty: 5620.589844
	Iteration 16Q: 3 clusters Score -1.009097e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 82833 members 
Entering Unmasked Estep 
Score: -10091026.000000 Penalty: 5620.589844
	Iteration 17Q: 3 clusters Score -1.009103e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 82901 members 
Entering Unmasked Estep 
Score: -10091087.000000 Penalty: 5620.589844
	Iteration 18Q: 3 clusters Score -1.009109e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 82921 members 
Entering Unmasked Estep 
Score: -10091110.000000 Penalty: 5620.589844
	Iteration 19Q: 3 clusters Score -1.009111e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 82942 members 
Entering Unmasked Estep 
Score: -10091126.000000 Penalty: 5620.589844
	Iteration 20F: 3 clusters Score -1.009113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 82953 members 
Entering Unmasked Estep 
Score: -10091155.000000 Penalty: 5620.589844
	Iteration 21Q: 3 clusters Score -1.009116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 82960 members 
Entering Unmasked Estep 
Score: -10091157.000000 Penalty: 5620.589844
	Iteration 22Q: 3 clusters Score -1.009116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 82962 members 
Entering Unmasked Estep 
Score: -10091153.000000 Penalty: 5620.589844
	Iteration 23Q: 3 clusters Score -1.009115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 82965 members 
Entering Unmasked Estep 
Score: -10091165.000000 Penalty: 5620.589844
	Iteration 24Q: 3 clusters Score -1.009116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 82970 members 
Entering Unmasked Estep 
Score: -10091169.000000 Penalty: 5620.589844
	Iteration 25Q: 3 clusters Score -1.009117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 82976 members 
Entering Unmasked Estep 
Score: -10091180.000000 Penalty: 5620.589844
	Iteration 26Q: 3 clusters Score -1.009118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 82982 members 
Entering Unmasked Estep 
Score: -10091181.000000 Penalty: 5620.589844
	Iteration 27Q: 3 clusters Score -1.009118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 82985 members 
Entering Unmasked Estep 
Score: -10091180.000000 Penalty: 5620.589844
	Iteration 28Q: 3 clusters Score -1.009118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 82987 members 
Entering Unmasked Estep 
Score: -10091185.000000 Penalty: 5620.589844
	Iteration 29Q: 3 clusters Score -1.009118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 82989 members 
Entering Unmasked Estep 
Score: -10091183.000000 Penalty: 5620.589844
	Iteration 30Q: 3 clusters Score -1.009118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 82990 members 
Entering Unmasked Estep 
Score: -10091181.000000 Penalty: 5620.589844
	Iteration 31Q: 3 clusters Score -1.009118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 82990 members 
Entering Unmasked Estep 
Score: -10091181.000000 Penalty: 5620.589844
	Iteration 32F: 3 clusters Score -1.009118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 2123 members 
Mstep: Class 3 contains 14428 members 
Mstep: Class 4 contains 4151 members 
Mstep: Class 5 contains 8635 members 
Mstep: Class 6 contains 4221 members 
Mstep: Class 7 contains 187756 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 36559 members 
Mstep: Class 10 contains 263779 members 
Mstep: Class 11 contains 59120 members 
Mstep: Class 12 contains 312484 members 
Mstep: Class 13 contains 10535 members 
Mstep: Class 14 contains 30315 members 
Mstep: Class 15 contains 8023 members 
Mstep: Class 16 contains 19469 members 
Mstep: Class 17 contains 40348 members 
Mstep: Class 18 contains 9213 members 
Mstep: Class 19 contains 23182 members 
Mstep: Class 20 contains 22950 members 
Mstep: Class 21 contains 4115 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 106353 members 
Mstep: Class 24 contains 83436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154575056.000000 Penalty: 87158.210938
Iteration 79Q: 26 clusters Score -1.545751e+08 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 2142 members 
Mstep: Class 3 contains 14433 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 8622 members 
Mstep: Class 6 contains 4207 members 
Mstep: Class 7 contains 187548 members 
Mstep: Class 8 contains 1223 members 
Mstep: Class 9 contains 36671 members 
Mstep: Class 10 contains 265717 members 
Mstep: Class 11 contains 59135 members 
Mstep: Class 12 contains 311348 members 
Mstep: Class 13 contains 10539 members 
Mstep: Class 14 contains 30299 members 
Mstep: Class 15 contains 7962 members 
Mstep: Class 16 contains 19473 members 
Mstep: Class 17 contains 40292 members 
Mstep: Class 18 contains 9229 members 
Mstep: Class 19 contains 23194 members 
Mstep: Class 20 contains 22980 members 
Mstep: Class 21 contains 4117 members 
Mstep: Class 22 contains 776 members 
Mstep: Class 23 contains 105657 members 
Mstep: Class 24 contains 83353 members 
Mstep: Class 25 contains 842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154575840.000000 Penalty: 87158.210938
Iteration 80F: 26 clusters Score -1.545758e+08 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 3 contains 14444 members 
Mstep: Class 4 contains 4151 members 
Mstep: Class 5 contains 8624 members 
Mstep: Class 6 contains 4180 members 
Mstep: Class 7 contains 187272 members 
Mstep: Class 8 contains 1223 members 
Mstep: Class 9 contains 36702 members 
Mstep: Class 10 contains 267577 members 
Mstep: Class 11 contains 59157 members 
Mstep: Class 12 contains 310262 members 
Mstep: Class 13 contains 10527 members 
Mstep: Class 14 contains 30264 members 
Mstep: Class 15 contains 7895 members 
Mstep: Class 16 contains 19464 members 
Mstep: Class 17 contains 40228 members 
Mstep: Class 18 contains 9246 members 
Mstep: Class 19 contains 23201 members 
Mstep: Class 20 contains 23005 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 772 members 
Mstep: Class 23 contains 104988 members 
Mstep: Class 24 contains 83284 members 
Mstep: Class 25 contains 851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576352.000000 Penalty: 87158.210938
Iteration 81Q: 26 clusters Score -1.545764e+08 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 2179 members 
Mstep: Class 3 contains 14442 members 
Mstep: Class 4 contains 4149 members 
Mstep: Class 5 contains 8627 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 187062 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 36765 members 
Mstep: Class 10 contains 269323 members 
Mstep: Class 11 contains 59164 members 
Mstep: Class 12 contains 309226 members 
Mstep: Class 13 contains 10530 members 
Mstep: Class 14 contains 30214 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 19462 members 
Mstep: Class 17 contains 40159 members 
Mstep: Class 18 contains 9265 members 
Mstep: Class 19 contains 23226 members 
Mstep: Class 20 contains 23030 members 
Mstep: Class 21 contains 4113 members 
Mstep: Class 22 contains 770 members 
Mstep: Class 23 contains 104304 members 
Mstep: Class 24 contains 83228 members 
Mstep: Class 25 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576800.000000 Penalty: 87158.210938
Iteration 82Q: 26 clusters Score -1.545768e+08 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 2196 members 
Mstep: Class 3 contains 14435 members 
Mstep: Class 4 contains 4153 members 
Mstep: Class 5 contains 8621 members 
Mstep: Class 6 contains 4137 members 
Mstep: Class 7 contains 186847 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 36846 members 
Mstep: Class 10 contains 270993 members 
Mstep: Class 11 contains 59158 members 
Mstep: Class 12 contains 308294 members 
Mstep: Class 13 contains 10538 members 
Mstep: Class 14 contains 30159 members 
Mstep: Class 15 contains 7766 members 
Mstep: Class 16 contains 19450 members 
Mstep: Class 17 contains 40127 members 
Mstep: Class 18 contains 9283 members 
Mstep: Class 19 contains 23251 members 
Mstep: Class 20 contains 23041 members 
Mstep: Class 21 contains 4115 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 103616 members 
Mstep: Class 24 contains 83151 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578016.000000 Penalty: 87158.210938
Iteration 83Q: 26 clusters Score -1.54578e+08 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 2214 members 
Mstep: Class 3 contains 14435 members 
Mstep: Class 4 contains 4153 members 
Mstep: Class 5 contains 8617 members 
Mstep: Class 6 contains 4113 members 
Mstep: Class 7 contains 186617 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 36886 members 
Mstep: Class 10 contains 272645 members 
Mstep: Class 11 contains 59154 members 
Mstep: Class 12 contains 307472 members 
Mstep: Class 13 contains 10533 members 
Mstep: Class 14 contains 30110 members 
Mstep: Class 15 contains 7708 members 
Mstep: Class 16 contains 19439 members 
Mstep: Class 17 contains 40085 members 
Mstep: Class 18 contains 9308 members 
Mstep: Class 19 contains 23272 members 
Mstep: Class 20 contains 23048 members 
Mstep: Class 21 contains 4115 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 102942 members 
Mstep: Class 24 contains 83071 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579232.000000 Penalty: 87158.210938
Iteration 84Q: 26 clusters Score -1.545792e+08 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 2226 members 
Mstep: Class 3 contains 14433 members 
Mstep: Class 4 contains 4153 members 
Mstep: Class 5 contains 8613 members 
Mstep: Class 6 contains 4106 members 
Mstep: Class 7 contains 186432 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 36909 members 
Mstep: Class 10 contains 274152 members 
Mstep: Class 11 contains 59143 members 
Mstep: Class 12 contains 306730 members 
Mstep: Class 13 contains 10523 members 
Mstep: Class 14 contains 30063 members 
Mstep: Class 15 contains 7657 members 
Mstep: Class 16 contains 19434 members 
Mstep: Class 17 contains 40053 members 
Mstep: Class 18 contains 9319 members 
Mstep: Class 19 contains 23289 members 
Mstep: Class 20 contains 23056 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 102321 members 
Mstep: Class 24 contains 83000 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580096.000000 Penalty: 87158.210938
Iteration 85Q: 26 clusters Score -1.545801e+08 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 2243 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 4151 members 
Mstep: Class 5 contains 8609 members 
Mstep: Class 6 contains 4095 members 
Mstep: Class 7 contains 186331 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 36897 members 
Mstep: Class 10 contains 275567 members 
Mstep: Class 11 contains 59132 members 
Mstep: Class 12 contains 306111 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 30012 members 
Mstep: Class 15 contains 7599 members 
Mstep: Class 16 contains 19411 members 
Mstep: Class 17 contains 40035 members 
Mstep: Class 18 contains 9331 members 
Mstep: Class 19 contains 23290 members 
Mstep: Class 20 contains 23053 members 
Mstep: Class 21 contains 4115 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 101701 members 
Mstep: Class 24 contains 82913 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580992.000000 Penalty: 87158.210938
Iteration 86Q: 26 clusters Score -1.54581e+08 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 2260 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 4150 members 
Mstep: Class 5 contains 8604 members 
Mstep: Class 6 contains 4078 members 
Mstep: Class 7 contains 186267 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 36884 members 
Mstep: Class 10 contains 276868 members 
Mstep: Class 11 contains 59097 members 
Mstep: Class 12 contains 305547 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 29976 members 
Mstep: Class 15 contains 7547 members 
Mstep: Class 16 contains 19392 members 
Mstep: Class 17 contains 40012 members 
Mstep: Class 18 contains 9347 members 
Mstep: Class 19 contains 23300 members 
Mstep: Class 20 contains 23063 members 
Mstep: Class 21 contains 4115 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 101100 members 
Mstep: Class 24 contains 82840 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581088.000000 Penalty: 87158.210938
Iteration 87Q: 26 clusters Score -1.545811e+08 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 2275 members 
Mstep: Class 3 contains 14422 members 
Mstep: Class 4 contains 4148 members 
Mstep: Class 5 contains 8603 members 
Mstep: Class 6 contains 4069 members 
Mstep: Class 7 contains 186275 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 36841 members 
Mstep: Class 10 contains 278093 members 
Mstep: Class 11 contains 59059 members 
Mstep: Class 12 contains 304994 members 
Mstep: Class 13 contains 10501 members 
Mstep: Class 14 contains 29942 members 
Mstep: Class 15 contains 7495 members 
Mstep: Class 16 contains 19376 members 
Mstep: Class 17 contains 39994 members 
Mstep: Class 18 contains 9357 members 
Mstep: Class 19 contains 23312 members 
Mstep: Class 20 contains 23079 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 100513 members 
Mstep: Class 24 contains 82769 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581984.000000 Penalty: 87158.210938
Iteration 88Q: 26 clusters Score -1.54582e+08 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 2290 members 
Mstep: Class 3 contains 14420 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 8597 members 
Mstep: Class 6 contains 4053 members 
Mstep: Class 7 contains 186231 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 36826 members 
Mstep: Class 10 contains 279297 members 
Mstep: Class 11 contains 59008 members 
Mstep: Class 12 contains 304540 members 
Mstep: Class 13 contains 10492 members 
Mstep: Class 14 contains 29925 members 
Mstep: Class 15 contains 7444 members 
Mstep: Class 16 contains 19360 members 
Mstep: Class 17 contains 39961 members 
Mstep: Class 18 contains 9376 members 
Mstep: Class 19 contains 23332 members 
Mstep: Class 20 contains 23104 members 
Mstep: Class 21 contains 4113 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 99925 members 
Mstep: Class 24 contains 82674 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154582384.000000 Penalty: 87158.210938
Iteration 89Q: 26 clusters Score -1.545824e+08 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 2307 members 
Mstep: Class 3 contains 14422 members 
Mstep: Class 4 contains 4142 members 
Mstep: Class 5 contains 8591 members 
Mstep: Class 6 contains 4037 members 
Mstep: Class 7 contains 186180 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 36818 members 
Mstep: Class 10 contains 280431 members 
Mstep: Class 11 contains 58939 members 
Mstep: Class 12 contains 304114 members 
Mstep: Class 13 contains 10481 members 
Mstep: Class 14 contains 29900 members 
Mstep: Class 15 contains 7393 members 
Mstep: Class 16 contains 19345 members 
Mstep: Class 17 contains 39928 members 
Mstep: Class 18 contains 9395 members 
Mstep: Class 19 contains 23354 members 
Mstep: Class 20 contains 23115 members 
Mstep: Class 21 contains 4112 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 99421 members 
Mstep: Class 24 contains 82606 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154582848.000000 Penalty: 87158.210938
Iteration 90Q: 26 clusters Score -1.545828e+08 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 14428 members 
Mstep: Class 4 contains 4143 members 
Mstep: Class 5 contains 8587 members 
Mstep: Class 6 contains 4017 members 
Mstep: Class 7 contains 186113 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 36844 members 
Mstep: Class 10 contains 281378 members 
Mstep: Class 11 contains 58884 members 
Mstep: Class 12 contains 303868 members 
Mstep: Class 13 contains 10470 members 
Mstep: Class 14 contains 29874 members 
Mstep: Class 15 contains 7347 members 
Mstep: Class 16 contains 19340 members 
Mstep: Class 17 contains 39894 members 
Mstep: Class 18 contains 9416 members 
Mstep: Class 19 contains 23364 members 
Mstep: Class 20 contains 23130 members 
Mstep: Class 21 contains 4111 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 98882 members 
Mstep: Class 24 contains 82540 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154582528.000000 Penalty: 87158.210938
Iteration 91Q: 26 clusters Score -1.545825e+08 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 2347 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 4142 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 186091 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 36839 members 
Mstep: Class 10 contains 282213 members 
Mstep: Class 11 contains 58816 members 
Mstep: Class 12 contains 303641 members 
Mstep: Class 13 contains 10462 members 
Mstep: Class 14 contains 29848 members 
Mstep: Class 15 contains 7297 members 
Mstep: Class 16 contains 19342 members 
Mstep: Class 17 contains 39862 members 
Mstep: Class 18 contains 9432 members 
Mstep: Class 19 contains 23374 members 
Mstep: Class 20 contains 23143 members 
Mstep: Class 21 contains 4111 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 98397 members 
Mstep: Class 24 contains 82513 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154582896.000000 Penalty: 87158.210938
Iteration 92Q: 26 clusters Score -1.545829e+08 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 2369 members 
Mstep: Class 3 contains 14445 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 3979 members 
Mstep: Class 7 contains 186083 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 36869 members 
Mstep: Class 10 contains 282992 members 
Mstep: Class 11 contains 58771 members 
Mstep: Class 12 contains 303409 members 
Mstep: Class 13 contains 10461 members 
Mstep: Class 14 contains 29812 members 
Mstep: Class 15 contains 7243 members 
Mstep: Class 16 contains 19338 members 
Mstep: Class 17 contains 39835 members 
Mstep: Class 18 contains 9454 members 
Mstep: Class 19 contains 23377 members 
Mstep: Class 20 contains 23150 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 97878 members 
Mstep: Class 24 contains 82505 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154583136.000000 Penalty: 87158.210938
Iteration 93Q: 26 clusters Score -1.545831e+08 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 14459 members 
Mstep: Class 4 contains 4140 members 
Mstep: Class 5 contains 8574 members 
Mstep: Class 6 contains 3943 members 
Mstep: Class 7 contains 186110 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 36893 members 
Mstep: Class 10 contains 283791 members 
Mstep: Class 11 contains 58722 members 
Mstep: Class 12 contains 303133 members 
Mstep: Class 13 contains 10460 members 
Mstep: Class 14 contains 29798 members 
Mstep: Class 15 contains 7199 members 
Mstep: Class 16 contains 19329 members 
Mstep: Class 17 contains 39824 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 23392 members 
Mstep: Class 20 contains 23161 members 
Mstep: Class 21 contains 4107 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 97335 members 
Mstep: Class 24 contains 82493 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154583200.000000 Penalty: 87158.210938
Iteration 94Q: 26 clusters Score -1.545832e+08 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 2423 members 
Mstep: Class 3 contains 14465 members 
Mstep: Class 4 contains 4140 members 
Mstep: Class 5 contains 8565 members 
Mstep: Class 6 contains 3915 members 
Mstep: Class 7 contains 186181 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 36923 members 
Mstep: Class 10 contains 284459 members 
Mstep: Class 11 contains 58665 members 
Mstep: Class 12 contains 302893 members 
Mstep: Class 13 contains 10451 members 
Mstep: Class 14 contains 29799 members 
Mstep: Class 15 contains 7170 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39793 members 
Mstep: Class 18 contains 9480 members 
Mstep: Class 19 contains 23408 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 96824 members 
Mstep: Class 24 contains 82503 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154582912.000000 Penalty: 87158.210938
Iteration 95Q: 26 clusters Score -1.545829e+08 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 2444 members 
Mstep: Class 3 contains 14461 members 
Mstep: Class 4 contains 4139 members 
Mstep: Class 5 contains 8562 members 
Mstep: Class 6 contains 3889 members 
Mstep: Class 7 contains 186258 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 36955 members 
Mstep: Class 10 contains 285026 members 
Mstep: Class 11 contains 58642 members 
Mstep: Class 12 contains 302758 members 
Mstep: Class 13 contains 10437 members 
Mstep: Class 14 contains 29770 members 
Mstep: Class 15 contains 7145 members 
Mstep: Class 16 contains 19315 members 
Mstep: Class 17 contains 39766 members 
Mstep: Class 18 contains 9488 members 
Mstep: Class 19 contains 23427 members 
Mstep: Class 20 contains 23185 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 96340 members 
Mstep: Class 24 contains 82500 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154582768.000000 Penalty: 87158.210938
Iteration 96Q: 26 clusters Score -1.545828e+08 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 2465 members 
Mstep: Class 3 contains 14459 members 
Mstep: Class 4 contains 4138 members 
Mstep: Class 5 contains 8559 members 
Mstep: Class 6 contains 3868 members 
Mstep: Class 7 contains 186346 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 36995 members 
Mstep: Class 10 contains 285567 members 
Mstep: Class 11 contains 58622 members 
Mstep: Class 12 contains 302570 members 
Mstep: Class 13 contains 10423 members 
Mstep: Class 14 contains 29734 members 
Mstep: Class 15 contains 7113 members 
Mstep: Class 16 contains 19311 members 
Mstep: Class 17 contains 39751 members 
Mstep: Class 18 contains 9496 members 
Mstep: Class 19 contains 23444 members 
Mstep: Class 20 contains 23192 members 
Mstep: Class 21 contains 4106 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 95903 members 
Mstep: Class 24 contains 82491 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154582240.000000 Penalty: 87158.210938
Iteration 97Q: 26 clusters Score -1.545822e+08 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 2480 members 
Mstep: Class 3 contains 14462 members 
Mstep: Class 4 contains 4140 members 
Mstep: Class 5 contains 8562 members 
Mstep: Class 6 contains 3850 members 
Mstep: Class 7 contains 186478 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 37023 members 
Mstep: Class 10 contains 286013 members 
Mstep: Class 11 contains 58594 members 
Mstep: Class 12 contains 302392 members 
Mstep: Class 13 contains 10416 members 
Mstep: Class 14 contains 29711 members 
Mstep: Class 15 contains 7062 members 
Mstep: Class 16 contains 19303 members 
Mstep: Class 17 contains 39728 members 
Mstep: Class 18 contains 9509 members 
Mstep: Class 19 contains 23460 members 
Mstep: Class 20 contains 23198 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 95516 members 
Mstep: Class 24 contains 82484 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154582064.000000 Penalty: 87158.210938
Iteration 98Q: 26 clusters Score -1.545821e+08 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 2497 members 
Mstep: Class 3 contains 14462 members 
Mstep: Class 4 contains 4139 members 
Mstep: Class 5 contains 8564 members 
Mstep: Class 6 contains 3823 members 
Mstep: Class 7 contains 186630 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 37047 members 
Mstep: Class 10 contains 286331 members 
Mstep: Class 11 contains 58557 members 
Mstep: Class 12 contains 302269 members 
Mstep: Class 13 contains 10413 members 
Mstep: Class 14 contains 29698 members 
Mstep: Class 15 contains 7022 members 
Mstep: Class 16 contains 19307 members 
Mstep: Class 17 contains 39698 members 
Mstep: Class 18 contains 9520 members 
Mstep: Class 19 contains 23477 members 
Mstep: Class 20 contains 23208 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 95197 members 
Mstep: Class 24 contains 82467 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581264.000000 Penalty: 87158.210938
Iteration 99Q: 26 clusters Score -1.545813e+08 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 2518 members 
Mstep: Class 3 contains 14464 members 
Mstep: Class 4 contains 4134 members 
Mstep: Class 5 contains 8564 members 
Mstep: Class 6 contains 3789 members 
Mstep: Class 7 contains 186811 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 37082 members 
Mstep: Class 10 contains 286656 members 
Mstep: Class 11 contains 58542 members 
Mstep: Class 12 contains 302096 members 
Mstep: Class 13 contains 10417 members 
Mstep: Class 14 contains 29692 members 
Mstep: Class 15 contains 6987 members 
Mstep: Class 16 contains 19306 members 
Mstep: Class 17 contains 39683 members 
Mstep: Class 18 contains 9533 members 
Mstep: Class 19 contains 23501 members 
Mstep: Class 20 contains 23207 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 94855 members 
Mstep: Class 24 contains 82449 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580432.000000 Penalty: 87158.210938
Iteration 100F: 26 clusters Score -1.545804e+08 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 2540 members 
Mstep: Class 3 contains 14465 members 
Mstep: Class 4 contains 4135 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 3761 members 
Mstep: Class 7 contains 187019 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 37149 members 
Mstep: Class 10 contains 286997 members 
Mstep: Class 11 contains 58506 members 
Mstep: Class 12 contains 301815 members 
Mstep: Class 13 contains 10427 members 
Mstep: Class 14 contains 29698 members 
Mstep: Class 15 contains 6947 members 
Mstep: Class 16 contains 19306 members 
Mstep: Class 17 contains 39658 members 
Mstep: Class 18 contains 9544 members 
Mstep: Class 19 contains 23514 members 
Mstep: Class 20 contains 23220 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 94548 members 
Mstep: Class 24 contains 82434 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579744.000000 Penalty: 87158.210938
Iteration 101Q: 26 clusters Score -1.545797e+08 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 2565 members 
Mstep: Class 3 contains 14473 members 
Mstep: Class 4 contains 4135 members 
Mstep: Class 5 contains 8569 members 
Mstep: Class 6 contains 3727 members 
Mstep: Class 7 contains 187279 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 37212 members 
Mstep: Class 10 contains 287189 members 
Mstep: Class 11 contains 58491 members 
Mstep: Class 12 contains 301559 members 
Mstep: Class 13 contains 10435 members 
Mstep: Class 14 contains 29708 members 
Mstep: Class 15 contains 6914 members 
Mstep: Class 16 contains 19303 members 
Mstep: Class 17 contains 39636 members 
Mstep: Class 18 contains 9551 members 
Mstep: Class 19 contains 23530 members 
Mstep: Class 20 contains 23220 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 94285 members 
Mstep: Class 24 contains 82431 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579808.000000 Penalty: 87158.210938
Iteration 102Q: 26 clusters Score -1.545798e+08 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 2599 members 
Mstep: Class 3 contains 14475 members 
Mstep: Class 4 contains 4132 members 
Mstep: Class 5 contains 8572 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 7 contains 187557 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 37247 members 
Mstep: Class 10 contains 287268 members 
Mstep: Class 11 contains 58473 members 
Mstep: Class 12 contains 301363 members 
Mstep: Class 13 contains 10435 members 
Mstep: Class 14 contains 29716 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 19305 members 
Mstep: Class 17 contains 39624 members 
Mstep: Class 18 contains 9550 members 
Mstep: Class 19 contains 23546 members 
Mstep: Class 20 contains 23230 members 
Mstep: Class 21 contains 4103 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 94078 members 
Mstep: Class 24 contains 82409 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579472.000000 Penalty: 87158.210938
Iteration 103Q: 26 clusters Score -1.545795e+08 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 14478 members 
Mstep: Class 4 contains 4129 members 
Mstep: Class 5 contains 8568 members 
Mstep: Class 6 contains 3661 members 
Mstep: Class 7 contains 187817 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 37276 members 
Mstep: Class 10 contains 287331 members 
Mstep: Class 11 contains 58469 members 
Mstep: Class 12 contains 301202 members 
Mstep: Class 13 contains 10443 members 
Mstep: Class 14 contains 29745 members 
Mstep: Class 15 contains 6861 members 
Mstep: Class 16 contains 19304 members 
Mstep: Class 17 contains 39611 members 
Mstep: Class 18 contains 9551 members 
Mstep: Class 19 contains 23553 members 
Mstep: Class 20 contains 23235 members 
Mstep: Class 21 contains 4102 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 93878 members 
Mstep: Class 24 contains 82379 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579312.000000 Penalty: 87158.210938
Iteration 104Q: 26 clusters Score -1.545793e+08 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 2663 members 
Mstep: Class 3 contains 14480 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 8571 members 
Mstep: Class 6 contains 3621 members 
Mstep: Class 7 contains 188096 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 37297 members 
Mstep: Class 10 contains 287337 members 
Mstep: Class 11 contains 58455 members 
Mstep: Class 12 contains 301053 members 
Mstep: Class 13 contains 10441 members 
Mstep: Class 14 contains 29768 members 
Mstep: Class 15 contains 6838 members 
Mstep: Class 16 contains 19301 members 
Mstep: Class 17 contains 39605 members 
Mstep: Class 18 contains 9553 members 
Mstep: Class 19 contains 23576 members 
Mstep: Class 20 contains 23236 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 93715 members 
Mstep: Class 24 contains 82357 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579552.000000 Penalty: 87158.210938
Iteration 105Q: 26 clusters Score -1.545796e+08 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 2699 members 
Mstep: Class 3 contains 14478 members 
Mstep: Class 4 contains 4123 members 
Mstep: Class 5 contains 8568 members 
Mstep: Class 6 contains 3589 members 
Mstep: Class 7 contains 188386 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 37330 members 
Mstep: Class 10 contains 287251 members 
Mstep: Class 11 contains 58458 members 
Mstep: Class 12 contains 300951 members 
Mstep: Class 13 contains 10447 members 
Mstep: Class 14 contains 29768 members 
Mstep: Class 15 contains 6822 members 
Mstep: Class 16 contains 19302 members 
Mstep: Class 17 contains 39599 members 
Mstep: Class 18 contains 9553 members 
Mstep: Class 19 contains 23586 members 
Mstep: Class 20 contains 23241 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 93550 members 
Mstep: Class 24 contains 82341 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579008.000000 Penalty: 87158.210938
Iteration 106Q: 26 clusters Score -1.54579e+08 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 2743 members 
Mstep: Class 3 contains 14474 members 
Mstep: Class 4 contains 4124 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 3532 members 
Mstep: Class 7 contains 188674 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 37374 members 
Mstep: Class 10 contains 287103 members 
Mstep: Class 11 contains 58448 members 
Mstep: Class 12 contains 300908 members 
Mstep: Class 13 contains 10453 members 
Mstep: Class 14 contains 29780 members 
Mstep: Class 15 contains 6795 members 
Mstep: Class 16 contains 19305 members 
Mstep: Class 17 contains 39589 members 
Mstep: Class 18 contains 9552 members 
Mstep: Class 19 contains 23598 members 
Mstep: Class 20 contains 23249 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 93412 members 
Mstep: Class 24 contains 82322 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578672.000000 Penalty: 87158.210938
Iteration 107Q: 26 clusters Score -1.545787e+08 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 2783 members 
Mstep: Class 3 contains 14474 members 
Mstep: Class 4 contains 4128 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 188965 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 37417 members 
Mstep: Class 10 contains 286944 members 
Mstep: Class 11 contains 58475 members 
Mstep: Class 12 contains 300853 members 
Mstep: Class 13 contains 10456 members 
Mstep: Class 14 contains 29782 members 
Mstep: Class 15 contains 6779 members 
Mstep: Class 16 contains 19307 members 
Mstep: Class 17 contains 39569 members 
Mstep: Class 18 contains 9552 members 
Mstep: Class 19 contains 23603 members 
Mstep: Class 20 contains 23261 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 93249 members 
Mstep: Class 24 contains 82315 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577936.000000 Penalty: 87158.210938
Iteration 108Q: 26 clusters Score -1.545779e+08 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 2826 members 
Mstep: Class 3 contains 14480 members 
Mstep: Class 4 contains 4128 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 3451 members 
Mstep: Class 7 contains 189265 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 37462 members 
Mstep: Class 10 contains 286668 members 
Mstep: Class 11 contains 58509 members 
Mstep: Class 12 contains 300802 members 
Mstep: Class 13 contains 10468 members 
Mstep: Class 14 contains 29788 members 
Mstep: Class 15 contains 6769 members 
Mstep: Class 16 contains 19311 members 
Mstep: Class 17 contains 39554 members 
Mstep: Class 18 contains 9556 members 
Mstep: Class 19 contains 23601 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4102 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 93120 members 
Mstep: Class 24 contains 82314 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578192.000000 Penalty: 87158.210938
Iteration 109Q: 26 clusters Score -1.545782e+08 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 14479 members 
Mstep: Class 4 contains 4130 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 3413 members 
Mstep: Class 7 contains 189590 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 37500 members 
Mstep: Class 10 contains 286368 members 
Mstep: Class 11 contains 58542 members 
Mstep: Class 12 contains 300807 members 
Mstep: Class 13 contains 10453 members 
Mstep: Class 14 contains 29806 members 
Mstep: Class 15 contains 6763 members 
Mstep: Class 16 contains 19313 members 
Mstep: Class 17 contains 39540 members 
Mstep: Class 18 contains 9554 members 
Mstep: Class 19 contains 23608 members 
Mstep: Class 20 contains 23277 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 92997 members 
Mstep: Class 24 contains 82302 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578064.000000 Penalty: 87158.210938
Iteration 110Q: 26 clusters Score -1.545781e+08 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 2903 members 
Mstep: Class 3 contains 14476 members 
Mstep: Class 4 contains 4133 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 3368 members 
Mstep: Class 7 contains 189874 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 37529 members 
Mstep: Class 10 contains 286128 members 
Mstep: Class 11 contains 58563 members 
Mstep: Class 12 contains 300786 members 
Mstep: Class 13 contains 10445 members 
Mstep: Class 14 contains 29824 members 
Mstep: Class 15 contains 6745 members 
Mstep: Class 16 contains 19317 members 
Mstep: Class 17 contains 39526 members 
Mstep: Class 18 contains 9560 members 
Mstep: Class 19 contains 23618 members 
Mstep: Class 20 contains 23279 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 92901 members 
Mstep: Class 24 contains 82276 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577840.000000 Penalty: 87158.210938
Iteration 111Q: 26 clusters Score -1.545778e+08 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 2941 members 
Mstep: Class 3 contains 14485 members 
Mstep: Class 4 contains 4132 members 
Mstep: Class 5 contains 8571 members 
Mstep: Class 6 contains 3330 members 
Mstep: Class 7 contains 190127 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 37568 members 
Mstep: Class 10 contains 285866 members 
Mstep: Class 11 contains 58595 members 
Mstep: Class 12 contains 300791 members 
Mstep: Class 13 contains 10433 members 
Mstep: Class 14 contains 29849 members 
Mstep: Class 15 contains 6743 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39517 members 
Mstep: Class 18 contains 9562 members 
Mstep: Class 19 contains 23625 members 
Mstep: Class 20 contains 23276 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 92794 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577792.000000 Penalty: 87158.210938
Iteration 112Q: 26 clusters Score -1.545778e+08 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 2973 members 
Mstep: Class 3 contains 14488 members 
Mstep: Class 4 contains 4132 members 
Mstep: Class 5 contains 8569 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 190362 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 37581 members 
Mstep: Class 10 contains 285620 members 
Mstep: Class 11 contains 58623 members 
Mstep: Class 12 contains 300867 members 
Mstep: Class 13 contains 10425 members 
Mstep: Class 14 contains 29856 members 
Mstep: Class 15 contains 6738 members 
Mstep: Class 16 contains 19331 members 
Mstep: Class 17 contains 39508 members 
Mstep: Class 18 contains 9568 members 
Mstep: Class 19 contains 23631 members 
Mstep: Class 20 contains 23274 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 92689 members 
Mstep: Class 24 contains 82222 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577856.000000 Penalty: 87158.210938
Iteration 113Q: 26 clusters Score -1.545779e+08 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 2996 members 
Mstep: Class 3 contains 14488 members 
Mstep: Class 4 contains 4131 members 
Mstep: Class 5 contains 8573 members 
Mstep: Class 6 contains 3267 members 
Mstep: Class 7 contains 190614 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 37605 members 
Mstep: Class 10 contains 285270 members 
Mstep: Class 11 contains 58661 members 
Mstep: Class 12 contains 301002 members 
Mstep: Class 13 contains 10428 members 
Mstep: Class 14 contains 29855 members 
Mstep: Class 15 contains 6735 members 
Mstep: Class 16 contains 19339 members 
Mstep: Class 17 contains 39508 members 
Mstep: Class 18 contains 9571 members 
Mstep: Class 19 contains 23639 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4102 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 92576 members 
Mstep: Class 24 contains 82199 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577424.000000 Penalty: 87158.210938
Iteration 114Q: 26 clusters Score -1.545774e+08 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 3018 members 
Mstep: Class 3 contains 14489 members 
Mstep: Class 4 contains 4126 members 
Mstep: Class 5 contains 8569 members 
Mstep: Class 6 contains 3239 members 
Mstep: Class 7 contains 190811 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 37650 members 
Mstep: Class 10 contains 284923 members 
Mstep: Class 11 contains 58691 members 
Mstep: Class 12 contains 301146 members 
Mstep: Class 13 contains 10433 members 
Mstep: Class 14 contains 29873 members 
Mstep: Class 15 contains 6738 members 
Mstep: Class 16 contains 19344 members 
Mstep: Class 17 contains 39494 members 
Mstep: Class 18 contains 9573 members 
Mstep: Class 19 contains 23652 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 92462 members 
Mstep: Class 24 contains 82181 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577088.000000 Penalty: 87158.210938
Iteration 115Q: 26 clusters Score -1.545771e+08 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 3038 members 
Mstep: Class 3 contains 14492 members 
Mstep: Class 4 contains 4123 members 
Mstep: Class 5 contains 8560 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 191109 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 37703 members 
Mstep: Class 10 contains 284442 members 
Mstep: Class 11 contains 58725 members 
Mstep: Class 12 contains 301229 members 
Mstep: Class 13 contains 10441 members 
Mstep: Class 14 contains 29893 members 
Mstep: Class 15 contains 6736 members 
Mstep: Class 16 contains 19348 members 
Mstep: Class 17 contains 39486 members 
Mstep: Class 18 contains 9573 members 
Mstep: Class 19 contains 23665 members 
Mstep: Class 20 contains 23269 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 92425 members 
Mstep: Class 24 contains 82161 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577376.000000 Penalty: 87158.210938
Iteration 116Q: 26 clusters Score -1.545774e+08 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 3055 members 
Mstep: Class 3 contains 14491 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 8553 members 
Mstep: Class 6 contains 3201 members 
Mstep: Class 7 contains 191363 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 37749 members 
Mstep: Class 10 contains 284014 members 
Mstep: Class 11 contains 58753 members 
Mstep: Class 12 contains 301324 members 
Mstep: Class 13 contains 10454 members 
Mstep: Class 14 contains 29936 members 
Mstep: Class 15 contains 6734 members 
Mstep: Class 16 contains 19351 members 
Mstep: Class 17 contains 39477 members 
Mstep: Class 18 contains 9575 members 
Mstep: Class 19 contains 23672 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 92380 members 
Mstep: Class 24 contains 82135 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577360.000000 Penalty: 87158.210938
Iteration 117Q: 26 clusters Score -1.545774e+08 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 3074 members 
Mstep: Class 3 contains 14495 members 
Mstep: Class 4 contains 4123 members 
Mstep: Class 5 contains 8550 members 
Mstep: Class 6 contains 3188 members 
Mstep: Class 7 contains 191635 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 37794 members 
Mstep: Class 10 contains 283576 members 
Mstep: Class 11 contains 58794 members 
Mstep: Class 12 contains 301365 members 
Mstep: Class 13 contains 10454 members 
Mstep: Class 14 contains 29969 members 
Mstep: Class 15 contains 6726 members 
Mstep: Class 16 contains 19356 members 
Mstep: Class 17 contains 39476 members 
Mstep: Class 18 contains 9575 members 
Mstep: Class 19 contains 23674 members 
Mstep: Class 20 contains 23276 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 92366 members 
Mstep: Class 24 contains 82117 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577184.000000 Penalty: 87158.210938
Iteration 118Q: 26 clusters Score -1.545772e+08 nChanged 2250
Entering ConstructFrom: 
Score: -154577184.000000 Penalty: 87158.210938
Entering ConstructFrom: 
Trying to split cluster 1 (23613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Entering Unmasked Estep 
Score: -2937514.750000 Penalty: 2497.249023
	Iteration 0F: 2 clusters Score -2937515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2921084.000000 Penalty: 4994.498047
	Iteration 0F: 3 clusters Score -2921084 nChanged 10512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2926970.000000 Penalty: 4994.498047
	Iteration 1F: 3 clusters Score -2926970 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2927490.500000 Penalty: 4994.498047
	Iteration 2F: 3 clusters Score -2927490 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2928010.500000 Penalty: 4994.498047
	Iteration 3Q: 3 clusters Score -2928010 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2928649.750000 Penalty: 4994.498047
	Iteration 4Q: 3 clusters Score -2928650 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2929525.750000 Penalty: 4994.498047
	Iteration 5F: 3 clusters Score -2929526 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2930598.000000 Penalty: 4994.498047
	Iteration 6F: 3 clusters Score -2930598 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2931755.000000 Penalty: 4994.498047
	Iteration 7F: 3 clusters Score -2931755 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2932690.000000 Penalty: 4994.498047
	Iteration 8F: 3 clusters Score -2932690 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2933302.000000 Penalty: 4994.498047
	Iteration 9Q: 3 clusters Score -2933302 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2933675.000000 Penalty: 4994.498047
	Iteration 10Q: 3 clusters Score -2933675 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2933907.250000 Penalty: 4994.498047
	Iteration 11Q: 3 clusters Score -2933907 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2934053.000000 Penalty: 4994.498047
	Iteration 12Q: 3 clusters Score -2934053 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -2934150.750000 Penalty: 4994.498047
	Iteration 13Q: 3 clusters Score -2934151 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2934228.750000 Penalty: 4994.498047
	Iteration 14Q: 3 clusters Score -2934229 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2934285.500000 Penalty: 4994.498047
	Iteration 15Q: 3 clusters Score -2934286 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2934331.000000 Penalty: 4994.498047
	Iteration 16Q: 3 clusters Score -2934331 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2934360.500000 Penalty: 4994.498047
	Iteration 17Q: 3 clusters Score -2934360 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2934398.500000 Penalty: 4994.498047
	Iteration 18Q: 3 clusters Score -2934398 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2934419.750000 Penalty: 4994.498047
	Iteration 19Q: 3 clusters Score -2934420 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2934443.000000 Penalty: 4994.498047
	Iteration 20F: 3 clusters Score -2934443 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2934472.250000 Penalty: 4994.498047
	Iteration 21Q: 3 clusters Score -2934472 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2934476.000000 Penalty: 4994.498047
	Iteration 22Q: 3 clusters Score -2934476 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2934504.000000 Penalty: 4994.498047
	Iteration 23Q: 3 clusters Score -2934504 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2934511.500000 Penalty: 4994.498047
	Iteration 24Q: 3 clusters Score -2934512 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2934526.000000 Penalty: 4994.498047
	Iteration 25Q: 3 clusters Score -2934526 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2934539.000000 Penalty: 4994.498047
	Iteration 26Q: 3 clusters Score -2934539 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2934556.500000 Penalty: 4994.498047
	Iteration 27Q: 3 clusters Score -2934556 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2934568.500000 Penalty: 4994.498047
	Iteration 28Q: 3 clusters Score -2934568 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -2934587.750000 Penalty: 4994.498047
	Iteration 29Q: 3 clusters Score -2934588 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2934600.500000 Penalty: 4994.498047
	Iteration 30Q: 3 clusters Score -2934600 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2934615.750000 Penalty: 4994.498047
	Iteration 31Q: 3 clusters Score -2934616 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2934638.500000 Penalty: 4994.498047
	Iteration 32Q: 3 clusters Score -2934638 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2934662.750000 Penalty: 4994.498047
	Iteration 33Q: 3 clusters Score -2934663 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2934683.250000 Penalty: 4994.498047
	Iteration 34Q: 3 clusters Score -2934683 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2934695.750000 Penalty: 4994.498047
	Iteration 35Q: 3 clusters Score -2934696 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -2934709.750000 Penalty: 4994.498047
	Iteration 36Q: 3 clusters Score -2934710 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2934727.750000 Penalty: 4994.498047
	Iteration 37Q: 3 clusters Score -2934728 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2934752.000000 Penalty: 4994.498047
	Iteration 38Q: 3 clusters Score -2934752 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2934773.000000 Penalty: 4994.498047
	Iteration 39Q: 3 clusters Score -2934773 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2934807.500000 Penalty: 4994.498047
	Iteration 40F: 3 clusters Score -2934808 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2934834.000000 Penalty: 4994.498047
	Iteration 41Q: 3 clusters Score -2934834 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2934859.250000 Penalty: 4994.498047
	Iteration 42Q: 3 clusters Score -2934859 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2934862.750000 Penalty: 4994.498047
	Iteration 43Q: 3 clusters Score -2934863 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -2934882.250000 Penalty: 4994.498047
	Iteration 44Q: 3 clusters Score -2934882 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2934899.500000 Penalty: 4994.498047
	Iteration 45Q: 3 clusters Score -2934900 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2934916.500000 Penalty: 4994.498047
	Iteration 46Q: 3 clusters Score -2934916 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2934933.500000 Penalty: 4994.498047
	Iteration 47Q: 3 clusters Score -2934934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2934947.750000 Penalty: 4994.498047
	Iteration 48Q: 3 clusters Score -2934948 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -2934972.250000 Penalty: 4994.498047
	Iteration 49Q: 3 clusters Score -2934972 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2935001.000000 Penalty: 4994.498047
	Iteration 50Q: 3 clusters Score -2935001 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2935008.250000 Penalty: 4994.498047
	Iteration 51Q: 3 clusters Score -2935008 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2935025.250000 Penalty: 4994.498047
	Iteration 52Q: 3 clusters Score -2935025 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -2935049.000000 Penalty: 4994.498047
	Iteration 53Q: 3 clusters Score -2935049 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2935067.000000 Penalty: 4994.498047
	Iteration 54Q: 3 clusters Score -2935067 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2935100.250000 Penalty: 4994.498047
	Iteration 55Q: 3 clusters Score -2935100 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -2935121.750000 Penalty: 4994.498047
	Iteration 56Q: 3 clusters Score -2935122 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -2935157.750000 Penalty: 4994.498047
	Iteration 57Q: 3 clusters Score -2935158 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -2935189.500000 Penalty: 4994.498047
	Iteration 58Q: 3 clusters Score -2935190 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -2935230.250000 Penalty: 4994.498047
	Iteration 59Q: 3 clusters Score -2935230 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -2935300.500000 Penalty: 4994.498047
	Iteration 60F: 3 clusters Score -2935300 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -2935376.000000 Penalty: 4994.498047
	Iteration 61Q: 3 clusters Score -2935376 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -2935449.250000 Penalty: 4994.498047
	Iteration 62Q: 3 clusters Score -2935449 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -2935511.750000 Penalty: 4994.498047
	Iteration 63Q: 3 clusters Score -2935512 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -2935595.000000 Penalty: 4994.498047
	Iteration 64Q: 3 clusters Score -2935595 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -2935693.000000 Penalty: 4994.498047
	Iteration 65Q: 3 clusters Score -2935693 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2935746.250000 Penalty: 4994.498047
	Iteration 66Q: 3 clusters Score -2935746 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2935769.250000 Penalty: 4994.498047
	Iteration 67Q: 3 clusters Score -2935769 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -2935783.500000 Penalty: 4994.498047
	Iteration 68Q: 3 clusters Score -2935784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -2935790.750000 Penalty: 4994.498047
	Iteration 69Q: 3 clusters Score -2935791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2935797.250000 Penalty: 4994.498047
	Iteration 70Q: 3 clusters Score -2935797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -2935804.250000 Penalty: 4994.498047
	Iteration 71Q: 3 clusters Score -2935804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -2935803.750000 Penalty: 4994.498047
	Iteration 72Q: 3 clusters Score -2935804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2935809.750000 Penalty: 4994.498047
	Iteration 73Q: 3 clusters Score -2935810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -2935810.250000 Penalty: 4994.498047
	Iteration 74Q: 3 clusters Score -2935810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -2935810.750000 Penalty: 4994.498047
	Iteration 75Q: 3 clusters Score -2935811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -2935812.250000 Penalty: 4994.498047
	Iteration 76Q: 3 clusters Score -2935812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -2935814.750000 Penalty: 4994.498047
	Iteration 77Q: 3 clusters Score -2935815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -2935814.750000 Penalty: 4994.498047
	Iteration 78F: 3 clusters Score -2935815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Entering Unmasked Estep 
Score: -299412.281250 Penalty: 1993.070190
	Iteration 0F: 2 clusters Score -299412.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -296152.843750 Penalty: 3986.140381
	Iteration 0F: 3 clusters Score -296152.8 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -296904.281250 Penalty: 3986.140381
	Iteration 1F: 3 clusters Score -296904.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -297143.718750 Penalty: 3986.140381
	Iteration 2F: 3 clusters Score -297143.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -297352.000000 Penalty: 3986.140381
	Iteration 3F: 3 clusters Score -297352 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -297579.968750 Penalty: 3986.140381
	Iteration 4F: 3 clusters Score -297580 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -297768.437500 Penalty: 3986.140381
	Iteration 5Q: 3 clusters Score -297768.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -297890.562500 Penalty: 3986.140381
	Iteration 6Q: 3 clusters Score -297890.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -297971.843750 Penalty: 3986.140381
	Iteration 7Q: 3 clusters Score -297971.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -298056.593750 Penalty: 3986.140381
	Iteration 8Q: 3 clusters Score -298056.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -298135.468750 Penalty: 3986.140381
	Iteration 9Q: 3 clusters Score -298135.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -298200.343750 Penalty: 3986.140381
	Iteration 10Q: 3 clusters Score -298200.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -298252.093750 Penalty: 3986.140381
	Iteration 11Q: 3 clusters Score -298252.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -298282.375000 Penalty: 3986.140381
	Iteration 12Q: 3 clusters Score -298282.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -298302.843750 Penalty: 3986.140381
	Iteration 13Q: 3 clusters Score -298302.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -298321.875000 Penalty: 3986.140381
	Iteration 14Q: 3 clusters Score -298321.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -298342.281250 Penalty: 3986.140381
	Iteration 15Q: 3 clusters Score -298342.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -298369.093750 Penalty: 3986.140381
	Iteration 16Q: 3 clusters Score -298369.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -298389.468750 Penalty: 3986.140381
	Iteration 17Q: 3 clusters Score -298389.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -298406.437500 Penalty: 3986.140381
	Iteration 18Q: 3 clusters Score -298406.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -298420.531250 Penalty: 3986.140381
	Iteration 19Q: 3 clusters Score -298420.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -298434.062500 Penalty: 3986.140381
	Iteration 20F: 3 clusters Score -298434.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -298448.375000 Penalty: 3986.140381
	Iteration 21Q: 3 clusters Score -298448.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -298457.312500 Penalty: 3986.140381
	Iteration 22Q: 3 clusters Score -298457.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -298465.343750 Penalty: 3986.140381
	Iteration 23Q: 3 clusters Score -298465.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -298479.875000 Penalty: 3986.140381
	Iteration 24Q: 3 clusters Score -298479.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -298490.468750 Penalty: 3986.140381
	Iteration 25Q: 3 clusters Score -298490.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -298496.750000 Penalty: 3986.140381
	Iteration 26Q: 3 clusters Score -298496.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -298498.843750 Penalty: 3986.140381
	Iteration 27Q: 3 clusters Score -298498.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -298500.468750 Penalty: 3986.140381
	Iteration 28Q: 3 clusters Score -298500.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -298502.562500 Penalty: 3986.140381
	Iteration 29Q: 3 clusters Score -298502.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -298506.937500 Penalty: 3986.140381
	Iteration 30Q: 3 clusters Score -298506.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -298508.812500 Penalty: 3986.140381
	Iteration 31Q: 3 clusters Score -298508.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -298510.093750 Penalty: 3986.140381
	Iteration 32Q: 3 clusters Score -298510.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -298510.187500 Penalty: 3986.140381
	Iteration 33Q: 3 clusters Score -298510.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -298510.187500 Penalty: 3986.140381
	Iteration 34F: 3 clusters Score -298510.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Entering Unmasked Estep 
Score: -1731362.625000 Penalty: 2376.124023
	Iteration 0F: 2 clusters Score -1731363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1720849.000000 Penalty: 4752.248047
	Iteration 0F: 3 clusters Score -1720849 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1724363.875000 Penalty: 4752.248047
	Iteration 1F: 3 clusters Score -1724364 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1725093.875000 Penalty: 4752.248047
	Iteration 2F: 3 clusters Score -1725094 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1725979.125000 Penalty: 4752.248047
	Iteration 3F: 3 clusters Score -1725979 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1726857.875000 Penalty: 4752.248047
	Iteration 4F: 3 clusters Score -1726858 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1727724.125000 Penalty: 4752.248047
	Iteration 5F: 3 clusters Score -1727724 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1728421.875000 Penalty: 4752.248047
	Iteration 6F: 3 clusters Score -1728422 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1728959.875000 Penalty: 4752.248047
	Iteration 7Q: 3 clusters Score -1728960 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1729347.000000 Penalty: 4752.248047
	Iteration 8Q: 3 clusters Score -1729347 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1729617.000000 Penalty: 4752.248047
	Iteration 9Q: 3 clusters Score -1729617 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1729829.875000 Penalty: 4752.248047
	Iteration 10Q: 3 clusters Score -1729830 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1730008.125000 Penalty: 4752.248047
	Iteration 11Q: 3 clusters Score -1730008 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1730124.875000 Penalty: 4752.248047
	Iteration 12Q: 3 clusters Score -1730125 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1730196.000000 Penalty: 4752.248047
	Iteration 13Q: 3 clusters Score -1730196 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1730242.375000 Penalty: 4752.248047
	Iteration 14Q: 3 clusters Score -1730242 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1730281.125000 Penalty: 4752.248047
	Iteration 15Q: 3 clusters Score -1730281 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1730308.625000 Penalty: 4752.248047
	Iteration 16Q: 3 clusters Score -1730309 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1730336.375000 Penalty: 4752.248047
	Iteration 17Q: 3 clusters Score -1730336 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1730357.250000 Penalty: 4752.248047
	Iteration 18Q: 3 clusters Score -1730357 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1730365.250000 Penalty: 4752.248047
	Iteration 19Q: 3 clusters Score -1730365 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1730382.625000 Penalty: 4752.248047
	Iteration 20F: 3 clusters Score -1730383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1730387.000000 Penalty: 4752.248047
	Iteration 21Q: 3 clusters Score -1730387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1730391.750000 Penalty: 4752.248047
	Iteration 22Q: 3 clusters Score -1730392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1730404.750000 Penalty: 4752.248047
	Iteration 23Q: 3 clusters Score -1730405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1730411.000000 Penalty: 4752.248047
	Iteration 24Q: 3 clusters Score -1730411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1730416.000000 Penalty: 4752.248047
	Iteration 25Q: 3 clusters Score -1730416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1730421.000000 Penalty: 4752.248047
	Iteration 26Q: 3 clusters Score -1730421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1730427.750000 Penalty: 4752.248047
	Iteration 27Q: 3 clusters Score -1730428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1730430.625000 Penalty: 4752.248047
	Iteration 28Q: 3 clusters Score -1730431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1730439.875000 Penalty: 4752.248047
	Iteration 29Q: 3 clusters Score -1730440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1730439.500000 Penalty: 4752.248047
	Iteration 30Q: 3 clusters Score -1730440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1730441.375000 Penalty: 4752.248047
	Iteration 31Q: 3 clusters Score -1730441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1730446.000000 Penalty: 4752.248047
	Iteration 32Q: 3 clusters Score -1730446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1730448.375000 Penalty: 4752.248047
	Iteration 33Q: 3 clusters Score -1730448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1730449.375000 Penalty: 4752.248047
	Iteration 34Q: 3 clusters Score -1730449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1730449.875000 Penalty: 4752.248047
	Iteration 35Q: 3 clusters Score -1730450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1730453.250000 Penalty: 4752.248047
	Iteration 36Q: 3 clusters Score -1730453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1730451.625000 Penalty: 4752.248047
	Iteration 37Q: 3 clusters Score -1730452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1730454.500000 Penalty: 4752.248047
	Iteration 38Q: 3 clusters Score -1730454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1730456.125000 Penalty: 4752.248047
	Iteration 39Q: 3 clusters Score -1730456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1730457.750000 Penalty: 4752.248047
	Iteration 40F: 3 clusters Score -1730458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1730457.750000 Penalty: 4752.248047
	Iteration 41Q: 3 clusters Score -1730458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1730461.125000 Penalty: 4752.248047
	Iteration 42Q: 3 clusters Score -1730461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1730459.250000 Penalty: 4752.248047
	Iteration 43Q: 3 clusters Score -1730459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1730459.250000 Penalty: 4752.248047
	Iteration 44F: 3 clusters Score -1730459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Entering Unmasked Estep 
Score: -477716.281250 Penalty: 2064.375244
	Iteration 0F: 2 clusters Score -477716.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -473789.968750 Penalty: 4128.750488
	Iteration 0F: 3 clusters Score -473790 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -474734.812500 Penalty: 4128.750488
	Iteration 1F: 3 clusters Score -474734.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -474980.062500 Penalty: 4128.750488
	Iteration 2F: 3 clusters Score -474980.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -475174.375000 Penalty: 4128.750488
	Iteration 3F: 3 clusters Score -475174.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -475331.093750 Penalty: 4128.750488
	Iteration 4Q: 3 clusters Score -475331.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -475471.593750 Penalty: 4128.750488
	Iteration 5Q: 3 clusters Score -475471.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -475625.468750 Penalty: 4128.750488
	Iteration 6Q: 3 clusters Score -475625.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -475761.187500 Penalty: 4128.750488
	Iteration 7Q: 3 clusters Score -475761.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -475925.156250 Penalty: 4128.750488
	Iteration 8Q: 3 clusters Score -475925.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -476165.875000 Penalty: 4128.750488
	Iteration 9F: 3 clusters Score -476165.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -476520.531250 Penalty: 4128.750488
	Iteration 10F: 3 clusters Score -476520.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -476873.500000 Penalty: 4128.750488
	Iteration 11F: 3 clusters Score -476873.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -477154.343750 Penalty: 4128.750488
	Iteration 12F: 3 clusters Score -477154.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -477332.937500 Penalty: 4128.750488
	Iteration 13Q: 3 clusters Score -477332.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -477461.031250 Penalty: 4128.750488
	Iteration 14Q: 3 clusters Score -477461 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -477549.812500 Penalty: 4128.750488
	Iteration 15Q: 3 clusters Score -477549.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -477609.187500 Penalty: 4128.750488
	Iteration 16Q: 3 clusters Score -477609.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -477639.906250 Penalty: 4128.750488
	Iteration 17Q: 3 clusters Score -477639.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -477658.593750 Penalty: 4128.750488
	Iteration 18Q: 3 clusters Score -477658.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -477669.187500 Penalty: 4128.750488
	Iteration 19Q: 3 clusters Score -477669.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -477674.906250 Penalty: 4128.750488
	Iteration 20F: 3 clusters Score -477674.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -477678.843750 Penalty: 4128.750488
	Iteration 21Q: 3 clusters Score -477678.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -477681.500000 Penalty: 4128.750488
	Iteration 22Q: 3 clusters Score -477681.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -477681.187500 Penalty: 4128.750488
	Iteration 23Q: 3 clusters Score -477681.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -477681.187500 Penalty: 4128.750488
	Iteration 24F: 3 clusters Score -477681.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Entering Unmasked Estep 
Score: -930491.562500 Penalty: 2245.227051
	Iteration 0F: 2 clusters Score -930491.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -923804.812500 Penalty: 4490.454102
	Iteration 0F: 3 clusters Score -923804.8 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -925676.500000 Penalty: 4490.454102
	Iteration 1F: 3 clusters Score -925676.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -925950.062500 Penalty: 4490.454102
	Iteration 2F: 3 clusters Score -925950.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -926140.312500 Penalty: 4490.454102
	Iteration 3Q: 3 clusters Score -926140.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -926312.000000 Penalty: 4490.454102
	Iteration 4Q: 3 clusters Score -926312 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -926459.500000 Penalty: 4490.454102
	Iteration 5Q: 3 clusters Score -926459.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -926621.562500 Penalty: 4490.454102
	Iteration 6Q: 3 clusters Score -926621.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -926787.187500 Penalty: 4490.454102
	Iteration 7Q: 3 clusters Score -926787.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -926961.062500 Penalty: 4490.454102
	Iteration 8Q: 3 clusters Score -926961.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -927179.750000 Penalty: 4490.454102
	Iteration 9Q: 3 clusters Score -927179.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -927408.312500 Penalty: 4490.454102
	Iteration 10Q: 3 clusters Score -927408.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -927650.062500 Penalty: 4490.454102
	Iteration 11Q: 3 clusters Score -927650.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -927867.312500 Penalty: 4490.454102
	Iteration 12Q: 3 clusters Score -927867.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -928051.437500 Penalty: 4490.454102
	Iteration 13Q: 3 clusters Score -928051.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -928207.500000 Penalty: 4490.454102
	Iteration 14Q: 3 clusters Score -928207.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -928348.000000 Penalty: 4490.454102
	Iteration 15Q: 3 clusters Score -928348 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -928470.500000 Penalty: 4490.454102
	Iteration 16Q: 3 clusters Score -928470.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -928582.687500 Penalty: 4490.454102
	Iteration 17Q: 3 clusters Score -928582.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -928680.375000 Penalty: 4490.454102
	Iteration 18Q: 3 clusters Score -928680.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -928754.125000 Penalty: 4490.454102
	Iteration 19Q: 3 clusters Score -928754.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -928816.312500 Penalty: 4490.454102
	Iteration 20F: 3 clusters Score -928816.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -928870.750000 Penalty: 4490.454102
	Iteration 21Q: 3 clusters Score -928870.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -928906.937500 Penalty: 4490.454102
	Iteration 22Q: 3 clusters Score -928906.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -928945.937500 Penalty: 4490.454102
	Iteration 23Q: 3 clusters Score -928945.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -928979.062500 Penalty: 4490.454102
	Iteration 24Q: 3 clusters Score -928979.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -929002.125000 Penalty: 4490.454102
	Iteration 25Q: 3 clusters Score -929002.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -929019.812500 Penalty: 4490.454102
	Iteration 26Q: 3 clusters Score -929019.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -929037.000000 Penalty: 4490.454102
	Iteration 27Q: 3 clusters Score -929037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -929044.250000 Penalty: 4490.454102
	Iteration 28Q: 3 clusters Score -929044.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -929049.062500 Penalty: 4490.454102
	Iteration 29Q: 3 clusters Score -929049.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -929055.125000 Penalty: 4490.454102
	Iteration 30Q: 3 clusters Score -929055.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -929056.500000 Penalty: 4490.454102
	Iteration 31Q: 3 clusters Score -929056.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -929059.500000 Penalty: 4490.454102
	Iteration 32Q: 3 clusters Score -929059.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -929060.062500 Penalty: 4490.454102
	Iteration 33Q: 3 clusters Score -929060.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -929063.125000 Penalty: 4490.454102
	Iteration 34Q: 3 clusters Score -929063.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -929063.500000 Penalty: 4490.454102
	Iteration 35Q: 3 clusters Score -929063.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -929063.500000 Penalty: 4490.454102
	Iteration 36F: 3 clusters Score -929063.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Entering Unmasked Estep 
Score: -333673.343750 Penalty: 1999.483398
	Iteration 0F: 2 clusters Score -333673.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -330375.312500 Penalty: 3998.966797
	Iteration 0F: 3 clusters Score -330375.3 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -331284.000000 Penalty: 3998.966797
	Iteration 1F: 3 clusters Score -331284 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -331835.625000 Penalty: 3998.966797
	Iteration 2F: 3 clusters Score -331835.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -332475.312500 Penalty: 3998.966797
	Iteration 3F: 3 clusters Score -332475.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -333113.875000 Penalty: 3998.966797
	Iteration 4F: 3 clusters Score -333113.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -333660.687500 Penalty: 3998.966797
	Iteration 5F: 3 clusters Score -333660.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -333992.906250 Penalty: 3998.966797
	Iteration 6Q: 3 clusters Score -333992.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -334090.031250 Penalty: 3998.966797
	Iteration 7Q: 3 clusters Score -334090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -334133.656250 Penalty: 3998.966797
	Iteration 8Q: 3 clusters Score -334133.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -334147.406250 Penalty: 3998.966797
	Iteration 9Q: 3 clusters Score -334147.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -334155.000000 Penalty: 3998.966797
	Iteration 10Q: 3 clusters Score -334155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -334156.281250 Penalty: 3998.966797
	Iteration 11Q: 3 clusters Score -334156.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -334157.687500 Penalty: 3998.966797
	Iteration 12Q: 3 clusters Score -334157.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -334157.687500 Penalty: 3998.966797
	Iteration 13F: 3 clusters Score -334157.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 14489 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 8547 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 191892 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 37834 members 
Mstep: Class 10 contains 283148 members 
Mstep: Class 11 contains 58820 members 
Mstep: Class 12 contains 301463 members 
Mstep: Class 13 contains 10441 members 
Mstep: Class 14 contains 30002 members 
Mstep: Class 15 contains 6721 members 
Mstep: Class 16 contains 19360 members 
Mstep: Class 17 contains 39471 members 
Mstep: Class 18 contains 9574 members 
Mstep: Class 19 contains 23685 members 
Mstep: Class 20 contains 23280 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 92347 members 
Mstep: Class 24 contains 82079 members 
Mstep: Class 25 contains 856 members 
Mstep: Class 26 contains 2293 members 
Entering Unmasked Estep 
Score: -154576112.000000 Penalty: 90644.539062
Splitting cluster 6 changes total score from -154577184.000000 to -154576112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (191892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191892 members 
Entering Unmasked Estep 
Score: -23989662.000000 Penalty: 3016.842773
	Iteration 0F: 2 clusters Score -2.398966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96075 members 
Mstep: Class 2 contains 95817 members 
Entering Unmasked Estep 
Score: -23866342.000000 Penalty: 6033.685547
	Iteration 0F: 3 clusters Score -2.386634e+07 nChanged 91825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99314 members 
Mstep: Class 2 contains 92578 members 
Entering Unmasked Estep 
Score: -23920214.000000 Penalty: 6033.685547
	Iteration 1F: 3 clusters Score -2.392021e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101662 members 
Mstep: Class 2 contains 90230 members 
Entering Unmasked Estep 
Score: -23921396.000000 Penalty: 6033.685547
	Iteration 2Q: 3 clusters Score -2.39214e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105344 members 
Mstep: Class 2 contains 86548 members 
Entering Unmasked Estep 
Score: -23923028.000000 Penalty: 6033.685547
	Iteration 3Q: 3 clusters Score -2.392303e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110911 members 
Mstep: Class 2 contains 80981 members 
Entering Unmasked Estep 
Score: -23925650.000000 Penalty: 6033.685547
	Iteration 4Q: 3 clusters Score -2.392565e+07 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119194 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
Score: -23930154.000000 Penalty: 6033.685547
	Iteration 5F: 3 clusters Score -2.393015e+07 nChanged 13088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130860 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -23938778.000000 Penalty: 6033.685547
	Iteration 6F: 3 clusters Score -2.393878e+07 nChanged 15834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145462 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -23951624.000000 Penalty: 6033.685547
	Iteration 7F: 3 clusters Score -2.395162e+07 nChanged 16167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160699 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -23966106.000000 Penalty: 6033.685547
	Iteration 8F: 3 clusters Score -2.396611e+07 nChanged 12988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173191 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -23976856.000000 Penalty: 6033.685547
	Iteration 9F: 3 clusters Score -2.397686e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181131 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -23982546.000000 Penalty: 6033.685547
	Iteration 10Q: 3 clusters Score -2.398255e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185394 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -23985152.000000 Penalty: 6033.685547
	Iteration 11Q: 3 clusters Score -2.398515e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187518 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -23986320.000000 Penalty: 6033.685547
	Iteration 12Q: 3 clusters Score -2.398632e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188613 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -23986950.000000 Penalty: 6033.685547
	Iteration 13Q: 3 clusters Score -2.398695e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189220 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -23987196.000000 Penalty: 6033.685547
	Iteration 14Q: 3 clusters Score -2.39872e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189577 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -23987384.000000 Penalty: 6033.685547
	Iteration 15Q: 3 clusters Score -2.398738e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189793 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -23987476.000000 Penalty: 6033.685547
	Iteration 16Q: 3 clusters Score -2.398748e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189936 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -23987570.000000 Penalty: 6033.685547
	Iteration 17Q: 3 clusters Score -2.398757e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190032 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -23987668.000000 Penalty: 6033.685547
	Iteration 18Q: 3 clusters Score -2.398767e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190103 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -23987718.000000 Penalty: 6033.685547
	Iteration 19Q: 3 clusters Score -2.398772e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190133 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -23987776.000000 Penalty: 6033.685547
	Iteration 20F: 3 clusters Score -2.398778e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190147 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -23987832.000000 Penalty: 6033.685547
	Iteration 21Q: 3 clusters Score -2.398783e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190166 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -23987848.000000 Penalty: 6033.685547
	Iteration 22Q: 3 clusters Score -2.398785e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190171 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -23987848.000000 Penalty: 6033.685547
	Iteration 23Q: 3 clusters Score -2.398785e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190185 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -23987880.000000 Penalty: 6033.685547
	Iteration 24Q: 3 clusters Score -2.398788e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190200 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -23987910.000000 Penalty: 6033.685547
	Iteration 25Q: 3 clusters Score -2.398791e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190219 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -23987908.000000 Penalty: 6033.685547
	Iteration 26Q: 3 clusters Score -2.398791e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190239 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -23987912.000000 Penalty: 6033.685547
	Iteration 27Q: 3 clusters Score -2.398791e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190257 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -23987914.000000 Penalty: 6033.685547
	Iteration 28Q: 3 clusters Score -2.398791e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190285 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -23987954.000000 Penalty: 6033.685547
	Iteration 29Q: 3 clusters Score -2.398795e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190301 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -23987932.000000 Penalty: 6033.685547
	Iteration 30Q: 3 clusters Score -2.398793e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190317 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -23987958.000000 Penalty: 6033.685547
	Iteration 31Q: 3 clusters Score -2.398796e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190330 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -23987934.000000 Penalty: 6033.685547
	Iteration 32Q: 3 clusters Score -2.398793e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190343 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -23987944.000000 Penalty: 6033.685547
	Iteration 33Q: 3 clusters Score -2.398794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190351 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -23987960.000000 Penalty: 6033.685547
	Iteration 34Q: 3 clusters Score -2.398796e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190356 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -23987970.000000 Penalty: 6033.685547
	Iteration 35Q: 3 clusters Score -2.398797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190364 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -23987976.000000 Penalty: 6033.685547
	Iteration 36Q: 3 clusters Score -2.398798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190367 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -23987978.000000 Penalty: 6033.685547
	Iteration 37Q: 3 clusters Score -2.398798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190371 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -23987978.000000 Penalty: 6033.685547
	Iteration 38Q: 3 clusters Score -2.398798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190375 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -23988006.000000 Penalty: 6033.685547
	Iteration 39Q: 3 clusters Score -2.398801e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190377 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -23987998.000000 Penalty: 6033.685547
	Iteration 40F: 3 clusters Score -2.3988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190379 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -23987990.000000 Penalty: 6033.685547
	Iteration 41Q: 3 clusters Score -2.398799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190383 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -23987992.000000 Penalty: 6033.685547
	Iteration 42Q: 3 clusters Score -2.398799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190383 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -23987992.000000 Penalty: 6033.685547
	Iteration 43F: 3 clusters Score -2.398799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Entering Unmasked Estep 
Score: -138715.046875 Penalty: 1762.844482
	Iteration 0F: 2 clusters Score -138715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -136631.140625 Penalty: 3525.688965
	Iteration 0F: 3 clusters Score -136631.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -136935.812500 Penalty: 3525.688965
	Iteration 1F: 3 clusters Score -136935.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -137059.281250 Penalty: 3525.688965
	Iteration 2F: 3 clusters Score -137059.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -137155.937500 Penalty: 3525.688965
	Iteration 3Q: 3 clusters Score -137155.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -137258.843750 Penalty: 3525.688965
	Iteration 4Q: 3 clusters Score -137258.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -137369.046875 Penalty: 3525.688965
	Iteration 5Q: 3 clusters Score -137369 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -137448.656250 Penalty: 3525.688965
	Iteration 6Q: 3 clusters Score -137448.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -137523.406250 Penalty: 3525.688965
	Iteration 7Q: 3 clusters Score -137523.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -137603.515625 Penalty: 3525.688965
	Iteration 8Q: 3 clusters Score -137603.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -137679.593750 Penalty: 3525.688965
	Iteration 9Q: 3 clusters Score -137679.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -137733.875000 Penalty: 3525.688965
	Iteration 10Q: 3 clusters Score -137733.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -137767.968750 Penalty: 3525.688965
	Iteration 11Q: 3 clusters Score -137768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -137796.203125 Penalty: 3525.688965
	Iteration 12Q: 3 clusters Score -137796.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -137820.734375 Penalty: 3525.688965
	Iteration 13Q: 3 clusters Score -137820.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -137832.921875 Penalty: 3525.688965
	Iteration 14Q: 3 clusters Score -137832.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -137841.781250 Penalty: 3525.688965
	Iteration 15Q: 3 clusters Score -137841.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -137853.421875 Penalty: 3525.688965
	Iteration 16Q: 3 clusters Score -137853.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -137861.656250 Penalty: 3525.688965
	Iteration 17Q: 3 clusters Score -137861.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -137869.015625 Penalty: 3525.688965
	Iteration 18Q: 3 clusters Score -137869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -137880.468750 Penalty: 3525.688965
	Iteration 19Q: 3 clusters Score -137880.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -137891.593750 Penalty: 3525.688965
	Iteration 20F: 3 clusters Score -137891.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -137898.718750 Penalty: 3525.688965
	Iteration 21Q: 3 clusters Score -137898.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -137907.937500 Penalty: 3525.688965
	Iteration 22Q: 3 clusters Score -137907.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -137919.062500 Penalty: 3525.688965
	Iteration 23Q: 3 clusters Score -137919.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -137935.906250 Penalty: 3525.688965
	Iteration 24Q: 3 clusters Score -137935.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -137955.187500 Penalty: 3525.688965
	Iteration 25Q: 3 clusters Score -137955.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -137972.046875 Penalty: 3525.688965
	Iteration 26Q: 3 clusters Score -137972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -137989.796875 Penalty: 3525.688965
	Iteration 27Q: 3 clusters Score -137989.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -138012.515625 Penalty: 3525.688965
	Iteration 28Q: 3 clusters Score -138012.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -138034.937500 Penalty: 3525.688965
	Iteration 29Q: 3 clusters Score -138034.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -138051.453125 Penalty: 3525.688965
	Iteration 30Q: 3 clusters Score -138051.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -138077.359375 Penalty: 3525.688965
	Iteration 31Q: 3 clusters Score -138077.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -138109.140625 Penalty: 3525.688965
	Iteration 32Q: 3 clusters Score -138109.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -138128.390625 Penalty: 3525.688965
	Iteration 33Q: 3 clusters Score -138128.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -138146.281250 Penalty: 3525.688965
	Iteration 34Q: 3 clusters Score -138146.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -138166.343750 Penalty: 3525.688965
	Iteration 35Q: 3 clusters Score -138166.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -138183.906250 Penalty: 3525.688965
	Iteration 36Q: 3 clusters Score -138183.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -138201.171875 Penalty: 3525.688965
	Iteration 37Q: 3 clusters Score -138201.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -138217.281250 Penalty: 3525.688965
	Iteration 38Q: 3 clusters Score -138217.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -138244.031250 Penalty: 3525.688965
	Iteration 39Q: 3 clusters Score -138244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -138288.843750 Penalty: 3525.688965
	Iteration 40F: 3 clusters Score -138288.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -138326.937500 Penalty: 3525.688965
	Iteration 41Q: 3 clusters Score -138326.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -138349.125000 Penalty: 3525.688965
	Iteration 42Q: 3 clusters Score -138349.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -138356.468750 Penalty: 3525.688965
	Iteration 43Q: 3 clusters Score -138356.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -138360.453125 Penalty: 3525.688965
	Iteration 44Q: 3 clusters Score -138360.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -138361.437500 Penalty: 3525.688965
	Iteration 45Q: 3 clusters Score -138361.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -138363.687500 Penalty: 3525.688965
	Iteration 46Q: 3 clusters Score -138363.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -138365.390625 Penalty: 3525.688965
	Iteration 47Q: 3 clusters Score -138365.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -138366.281250 Penalty: 3525.688965
	Iteration 48Q: 3 clusters Score -138366.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -138366.281250 Penalty: 3525.688965
	Iteration 49F: 3 clusters Score -138366.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Entering Unmasked Estep 
Score: -4717578.000000 Penalty: 2614.158936
	Iteration 0F: 2 clusters Score -4717578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -4691784.500000 Penalty: 5228.317871
	Iteration 0F: 3 clusters Score -4691784 nChanged 17250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -4701523.000000 Penalty: 5228.317871
	Iteration 1F: 3 clusters Score -4701523 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -4702267.500000 Penalty: 5228.317871
	Iteration 2Q: 3 clusters Score -4702268 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -4703095.500000 Penalty: 5228.317871
	Iteration 3Q: 3 clusters Score -4703096 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -4704245.000000 Penalty: 5228.317871
	Iteration 4F: 3 clusters Score -4704245 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -4705983.000000 Penalty: 5228.317871
	Iteration 5F: 3 clusters Score -4705983 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -4708175.500000 Penalty: 5228.317871
	Iteration 6F: 3 clusters Score -4708176 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -4710529.500000 Penalty: 5228.317871
	Iteration 7F: 3 clusters Score -4710530 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -4712343.000000 Penalty: 5228.317871
	Iteration 8F: 3 clusters Score -4712343 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -4713534.000000 Penalty: 5228.317871
	Iteration 9Q: 3 clusters Score -4713534 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -4714254.000000 Penalty: 5228.317871
	Iteration 10Q: 3 clusters Score -4714254 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -4714723.500000 Penalty: 5228.317871
	Iteration 11Q: 3 clusters Score -4714724 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -4715001.000000 Penalty: 5228.317871
	Iteration 12Q: 3 clusters Score -4715001 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -4715184.000000 Penalty: 5228.317871
	Iteration 13Q: 3 clusters Score -4715184 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -4715308.000000 Penalty: 5228.317871
	Iteration 14Q: 3 clusters Score -4715308 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -4715395.500000 Penalty: 5228.317871
	Iteration 15Q: 3 clusters Score -4715396 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -4715452.000000 Penalty: 5228.317871
	Iteration 16Q: 3 clusters Score -4715452 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -4715494.500000 Penalty: 5228.317871
	Iteration 17Q: 3 clusters Score -4715494 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -4715517.000000 Penalty: 5228.317871
	Iteration 18Q: 3 clusters Score -4715517 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -4715547.000000 Penalty: 5228.317871
	Iteration 19Q: 3 clusters Score -4715547 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -4715579.500000 Penalty: 5228.317871
	Iteration 20F: 3 clusters Score -4715580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -4715591.500000 Penalty: 5228.317871
	Iteration 21Q: 3 clusters Score -4715592 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -4715627.500000 Penalty: 5228.317871
	Iteration 22Q: 3 clusters Score -4715628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -4715641.000000 Penalty: 5228.317871
	Iteration 23Q: 3 clusters Score -4715641 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -4715668.500000 Penalty: 5228.317871
	Iteration 24Q: 3 clusters Score -4715668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -4715674.500000 Penalty: 5228.317871
	Iteration 25Q: 3 clusters Score -4715674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -4715684.500000 Penalty: 5228.317871
	Iteration 26Q: 3 clusters Score -4715684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -4715690.000000 Penalty: 5228.317871
	Iteration 27Q: 3 clusters Score -4715690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -4715696.500000 Penalty: 5228.317871
	Iteration 28Q: 3 clusters Score -4715696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -4715698.500000 Penalty: 5228.317871
	Iteration 29Q: 3 clusters Score -4715698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -4715702.000000 Penalty: 5228.317871
	Iteration 30Q: 3 clusters Score -4715702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -4715703.500000 Penalty: 5228.317871
	Iteration 31Q: 3 clusters Score -4715704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -4715707.000000 Penalty: 5228.317871
	Iteration 32Q: 3 clusters Score -4715707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -4715707.000000 Penalty: 5228.317871
	Iteration 33Q: 3 clusters Score -4715707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -4715707.000000 Penalty: 5228.317871
	Iteration 34F: 3 clusters Score -4715707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (283148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283148 members 
Entering Unmasked Estep 
Score: -35119936.000000 Penalty: 3113.323975
	Iteration 0F: 2 clusters Score -3.511994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141637 members 
Mstep: Class 2 contains 141511 members 
Entering Unmasked Estep 
Score: -34944444.000000 Penalty: 6226.647949
	Iteration 0F: 3 clusters Score -3.494444e+07 nChanged 137060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146619 members 
Mstep: Class 2 contains 136529 members 
Entering Unmasked Estep 
Score: -35026576.000000 Penalty: 6226.647949
	Iteration 1F: 3 clusters Score -3.502658e+07 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150003 members 
Mstep: Class 2 contains 133145 members 
Entering Unmasked Estep 
Score: -35030516.000000 Penalty: 6226.647949
	Iteration 2Q: 3 clusters Score -3.503052e+07 nChanged 13434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155683 members 
Mstep: Class 2 contains 127465 members 
Entering Unmasked Estep 
Score: -35036728.000000 Penalty: 6226.647949
	Iteration 3Q: 3 clusters Score -3.503673e+07 nChanged 17359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164668 members 
Mstep: Class 2 contains 118480 members 
Entering Unmasked Estep 
Score: -35046652.000000 Penalty: 6226.647949
	Iteration 4F: 3 clusters Score -3.504665e+07 nChanged 20961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177555 members 
Mstep: Class 2 contains 105593 members 
Entering Unmasked Estep 
Score: -35061220.000000 Penalty: 6226.647949
	Iteration 5F: 3 clusters Score -3.506122e+07 nChanged 22439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194152 members 
Mstep: Class 2 contains 88996 members 
Entering Unmasked Estep 
Score: -35079424.000000 Penalty: 6226.647949
	Iteration 6F: 3 clusters Score -3.507942e+07 nChanged 20911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211621 members 
Mstep: Class 2 contains 71527 members 
Entering Unmasked Estep 
Score: -35096772.000000 Penalty: 6226.647949
	Iteration 7F: 3 clusters Score -3.509677e+07 nChanged 16306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226401 members 
Mstep: Class 2 contains 56747 members 
Entering Unmasked Estep 
Score: -35107780.000000 Penalty: 6226.647949
	Iteration 8F: 3 clusters Score -3.510778e+07 nChanged 12037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238058 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -35112728.000000 Penalty: 6226.647949
	Iteration 9Q: 3 clusters Score -3.511273e+07 nChanged 10016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248062 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -35115232.000000 Penalty: 6226.647949
	Iteration 10Q: 3 clusters Score -3.511523e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256413 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -35116964.000000 Penalty: 6226.647949
	Iteration 11Q: 3 clusters Score -3.511696e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263189 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -35118188.000000 Penalty: 6226.647949
	Iteration 12Q: 3 clusters Score -3.511819e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268397 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -35118836.000000 Penalty: 6226.647949
	Iteration 13Q: 3 clusters Score -3.511884e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272247 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -35119088.000000 Penalty: 6226.647949
	Iteration 14Q: 3 clusters Score -3.511909e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275044 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -35119212.000000 Penalty: 6226.647949
	Iteration 15Q: 3 clusters Score -3.511921e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277070 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -35119136.000000 Penalty: 6226.647949
	Iteration 16Q: 3 clusters Score -3.511914e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278452 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -35118884.000000 Penalty: 6226.647949
	Iteration 17Q: 3 clusters Score -3.511888e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279402 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -35118768.000000 Penalty: 6226.647949
	Iteration 18Q: 3 clusters Score -3.511877e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280050 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -35118660.000000 Penalty: 6226.647949
	Iteration 19Q: 3 clusters Score -3.511866e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280465 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -35118760.000000 Penalty: 6226.647949
	Iteration 20F: 3 clusters Score -3.511876e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280860 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -35118668.000000 Penalty: 6226.647949
	Iteration 21Q: 3 clusters Score -3.511867e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281117 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -35118552.000000 Penalty: 6226.647949
	Iteration 22Q: 3 clusters Score -3.511855e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281304 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -35118496.000000 Penalty: 6226.647949
	Iteration 23Q: 3 clusters Score -3.51185e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281446 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -35118384.000000 Penalty: 6226.647949
	Iteration 24Q: 3 clusters Score -3.511838e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281554 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -35118324.000000 Penalty: 6226.647949
	Iteration 25Q: 3 clusters Score -3.511832e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281651 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -35118284.000000 Penalty: 6226.647949
	Iteration 26Q: 3 clusters Score -3.511828e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281738 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -35118268.000000 Penalty: 6226.647949
	Iteration 27Q: 3 clusters Score -3.511827e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281810 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -35118172.000000 Penalty: 6226.647949
	Iteration 28Q: 3 clusters Score -3.511817e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281863 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -35118172.000000 Penalty: 6226.647949
	Iteration 29Q: 3 clusters Score -3.511817e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281905 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -35118156.000000 Penalty: 6226.647949
	Iteration 30Q: 3 clusters Score -3.511816e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281942 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -35118124.000000 Penalty: 6226.647949
	Iteration 31Q: 3 clusters Score -3.511812e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281972 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -35118132.000000 Penalty: 6226.647949
	Iteration 32Q: 3 clusters Score -3.511813e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281993 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -35118116.000000 Penalty: 6226.647949
	Iteration 33Q: 3 clusters Score -3.511812e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282015 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -35118116.000000 Penalty: 6226.647949
	Iteration 34Q: 3 clusters Score -3.511812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282030 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -35118096.000000 Penalty: 6226.647949
	Iteration 35Q: 3 clusters Score -3.51181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282040 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -35118096.000000 Penalty: 6226.647949
	Iteration 36Q: 3 clusters Score -3.51181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282048 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -35118080.000000 Penalty: 6226.647949
	Iteration 37Q: 3 clusters Score -3.511808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282056 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -35118092.000000 Penalty: 6226.647949
	Iteration 38Q: 3 clusters Score -3.511809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282063 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -35118104.000000 Penalty: 6226.647949
	Iteration 39Q: 3 clusters Score -3.51181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282071 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -35118140.000000 Penalty: 6226.647949
	Iteration 40F: 3 clusters Score -3.511814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282080 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -35118104.000000 Penalty: 6226.647949
	Iteration 41Q: 3 clusters Score -3.51181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282089 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -35118108.000000 Penalty: 6226.647949
	Iteration 42Q: 3 clusters Score -3.511811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282094 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -35118096.000000 Penalty: 6226.647949
	Iteration 43Q: 3 clusters Score -3.51181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282098 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -35118072.000000 Penalty: 6226.647949
	Iteration 44Q: 3 clusters Score -3.511807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282102 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -35118076.000000 Penalty: 6226.647949
	Iteration 45Q: 3 clusters Score -3.511808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282107 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -35118084.000000 Penalty: 6226.647949
	Iteration 46Q: 3 clusters Score -3.511808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282113 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -35118072.000000 Penalty: 6226.647949
	Iteration 47Q: 3 clusters Score -3.511807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282121 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -35118080.000000 Penalty: 6226.647949
	Iteration 48Q: 3 clusters Score -3.511808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282127 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -35118076.000000 Penalty: 6226.647949
	Iteration 49Q: 3 clusters Score -3.511808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282131 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -35118084.000000 Penalty: 6226.647949
	Iteration 50Q: 3 clusters Score -3.511808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282135 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -35118072.000000 Penalty: 6226.647949
	Iteration 51Q: 3 clusters Score -3.511807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282139 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -35118072.000000 Penalty: 6226.647949
	Iteration 52Q: 3 clusters Score -3.511807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282140 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -35118072.000000 Penalty: 6226.647949
	Iteration 53Q: 3 clusters Score -3.511807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282140 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -35118072.000000 Penalty: 6226.647949
	Iteration 54F: 3 clusters Score -3.511807e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58820 members 
Entering Unmasked Estep 
Score: -7387671.500000 Penalty: 2723.594727
	Iteration 0F: 2 clusters Score -7387672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -7348132.500000 Penalty: 5447.189453
	Iteration 0F: 3 clusters Score -7348132 nChanged 27288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -7363345.500000 Penalty: 5447.189453
	Iteration 1F: 3 clusters Score -7363346 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -7364154.500000 Penalty: 5447.189453
	Iteration 2Q: 3 clusters Score -7364154 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -7365017.500000 Penalty: 5447.189453
	Iteration 3Q: 3 clusters Score -7365018 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -7365884.000000 Penalty: 5447.189453
	Iteration 4Q: 3 clusters Score -7365884 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -7366951.000000 Penalty: 5447.189453
	Iteration 5Q: 3 clusters Score -7366951 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -7368287.000000 Penalty: 5447.189453
	Iteration 6Q: 3 clusters Score -7368287 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -7369886.500000 Penalty: 5447.189453
	Iteration 7F: 3 clusters Score -7369886 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -7371844.500000 Penalty: 5447.189453
	Iteration 8F: 3 clusters Score -7371844 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -7374330.500000 Penalty: 5447.189453
	Iteration 9F: 3 clusters Score -7374330 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -7376975.500000 Penalty: 5447.189453
	Iteration 10F: 3 clusters Score -7376976 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -7379491.500000 Penalty: 5447.189453
	Iteration 11F: 3 clusters Score -7379492 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -7381430.500000 Penalty: 5447.189453
	Iteration 12Q: 3 clusters Score -7381430 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -7382487.000000 Penalty: 5447.189453
	Iteration 13Q: 3 clusters Score -7382487 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -7383150.500000 Penalty: 5447.189453
	Iteration 14Q: 3 clusters Score -7383150 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -7383548.500000 Penalty: 5447.189453
	Iteration 15Q: 3 clusters Score -7383548 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -7383940.000000 Penalty: 5447.189453
	Iteration 16Q: 3 clusters Score -7383940 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -7384237.000000 Penalty: 5447.189453
	Iteration 17Q: 3 clusters Score -7384237 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -7384450.500000 Penalty: 5447.189453
	Iteration 18Q: 3 clusters Score -7384450 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -7384615.500000 Penalty: 5447.189453
	Iteration 19Q: 3 clusters Score -7384616 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -7384743.000000 Penalty: 5447.189453
	Iteration 20F: 3 clusters Score -7384743 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -7384885.000000 Penalty: 5447.189453
	Iteration 21Q: 3 clusters Score -7384885 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -7384992.000000 Penalty: 5447.189453
	Iteration 22Q: 3 clusters Score -7384992 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53814 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -7385106.000000 Penalty: 5447.189453
	Iteration 23Q: 3 clusters Score -7385106 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -7385225.000000 Penalty: 5447.189453
	Iteration 24Q: 3 clusters Score -7385225 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -7385333.500000 Penalty: 5447.189453
	Iteration 25Q: 3 clusters Score -7385334 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54693 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -7385407.500000 Penalty: 5447.189453
	Iteration 26Q: 3 clusters Score -7385408 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -7385455.500000 Penalty: 5447.189453
	Iteration 27Q: 3 clusters Score -7385456 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -7385506.500000 Penalty: 5447.189453
	Iteration 28Q: 3 clusters Score -7385506 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -7385537.500000 Penalty: 5447.189453
	Iteration 29Q: 3 clusters Score -7385538 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -7385577.000000 Penalty: 5447.189453
	Iteration 30Q: 3 clusters Score -7385577 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55500 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -7385626.500000 Penalty: 5447.189453
	Iteration 31Q: 3 clusters Score -7385626 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55624 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -7385638.500000 Penalty: 5447.189453
	Iteration 32Q: 3 clusters Score -7385638 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -7385669.000000 Penalty: 5447.189453
	Iteration 33Q: 3 clusters Score -7385669 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -7385714.500000 Penalty: 5447.189453
	Iteration 34Q: 3 clusters Score -7385714 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -7385738.500000 Penalty: 5447.189453
	Iteration 35Q: 3 clusters Score -7385738 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55989 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -7385755.500000 Penalty: 5447.189453
	Iteration 36Q: 3 clusters Score -7385756 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -7385767.500000 Penalty: 5447.189453
	Iteration 37Q: 3 clusters Score -7385768 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56121 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -7385779.000000 Penalty: 5447.189453
	Iteration 38Q: 3 clusters Score -7385779 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -7385789.500000 Penalty: 5447.189453
	Iteration 39Q: 3 clusters Score -7385790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56211 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -7385792.000000 Penalty: 5447.189453
	Iteration 40F: 3 clusters Score -7385792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56254 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -7385808.000000 Penalty: 5447.189453
	Iteration 41Q: 3 clusters Score -7385808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -7385838.000000 Penalty: 5447.189453
	Iteration 42Q: 3 clusters Score -7385838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -7385848.000000 Penalty: 5447.189453
	Iteration 43Q: 3 clusters Score -7385848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -7385863.500000 Penalty: 5447.189453
	Iteration 44Q: 3 clusters Score -7385864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56388 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -7385887.500000 Penalty: 5447.189453
	Iteration 45Q: 3 clusters Score -7385888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56413 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -7385870.500000 Penalty: 5447.189453
	Iteration 46Q: 3 clusters Score -7385870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56440 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -7385887.000000 Penalty: 5447.189453
	Iteration 47Q: 3 clusters Score -7385887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -7385892.000000 Penalty: 5447.189453
	Iteration 48Q: 3 clusters Score -7385892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -7385879.500000 Penalty: 5447.189453
	Iteration 49Q: 3 clusters Score -7385880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56482 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -7385886.500000 Penalty: 5447.189453
	Iteration 50Q: 3 clusters Score -7385886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -7385897.000000 Penalty: 5447.189453
	Iteration 51Q: 3 clusters Score -7385897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -7385898.000000 Penalty: 5447.189453
	Iteration 52Q: 3 clusters Score -7385898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -7385900.000000 Penalty: 5447.189453
	Iteration 53Q: 3 clusters Score -7385900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -7385898.000000 Penalty: 5447.189453
	Iteration 54Q: 3 clusters Score -7385898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56536 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -7385892.500000 Penalty: 5447.189453
	Iteration 55Q: 3 clusters Score -7385892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -7385899.500000 Penalty: 5447.189453
	Iteration 56Q: 3 clusters Score -7385900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -7385901.000000 Penalty: 5447.189453
	Iteration 57Q: 3 clusters Score -7385901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56552 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -7385907.000000 Penalty: 5447.189453
	Iteration 58Q: 3 clusters Score -7385907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -7385890.500000 Penalty: 5447.189453
	Iteration 59Q: 3 clusters Score -7385890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -7385906.500000 Penalty: 5447.189453
	Iteration 60F: 3 clusters Score -7385906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56569 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -7385890.000000 Penalty: 5447.189453
	Iteration 61Q: 3 clusters Score -7385890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56572 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -7385889.500000 Penalty: 5447.189453
	Iteration 62Q: 3 clusters Score -7385890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56576 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -7385896.500000 Penalty: 5447.189453
	Iteration 63Q: 3 clusters Score -7385896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56581 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -7385892.500000 Penalty: 5447.189453
	Iteration 64Q: 3 clusters Score -7385892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -7385895.000000 Penalty: 5447.189453
	Iteration 65Q: 3 clusters Score -7385895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56589 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7385900.000000 Penalty: 5447.189453
	Iteration 66Q: 3 clusters Score -7385900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -7385897.500000 Penalty: 5447.189453
	Iteration 67Q: 3 clusters Score -7385898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -7385897.500000 Penalty: 5447.189453
	Iteration 68F: 3 clusters Score -7385898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (301463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301463 members 
Entering Unmasked Estep 
Score: -37388428.000000 Penalty: 3128.867920
	Iteration 0F: 2 clusters Score -3.738843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150640 members 
Mstep: Class 2 contains 150823 members 
Entering Unmasked Estep 
Score: -37202784.000000 Penalty: 6257.735840
	Iteration 0F: 3 clusters Score -3.720278e+07 nChanged 146217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152719 members 
Mstep: Class 2 contains 148744 members 
Entering Unmasked Estep 
Score: -37291936.000000 Penalty: 6257.735840
	Iteration 1F: 3 clusters Score -3.729194e+07 nChanged 10594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154365 members 
Mstep: Class 2 contains 147098 members 
Entering Unmasked Estep 
Score: -37296108.000000 Penalty: 6257.735840
	Iteration 2Q: 3 clusters Score -3.729611e+07 nChanged 13810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157443 members 
Mstep: Class 2 contains 144020 members 
Entering Unmasked Estep 
Score: -37303492.000000 Penalty: 6257.735840
	Iteration 3Q: 3 clusters Score -3.730349e+07 nChanged 18098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162823 members 
Mstep: Class 2 contains 138640 members 
Entering Unmasked Estep 
Score: -37314944.000000 Penalty: 6257.735840
	Iteration 4F: 3 clusters Score -3.731494e+07 nChanged 21553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171184 members 
Mstep: Class 2 contains 130279 members 
Entering Unmasked Estep 
Score: -37330536.000000 Penalty: 6257.735840
	Iteration 5F: 3 clusters Score -3.733054e+07 nChanged 23681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182455 members 
Mstep: Class 2 contains 119008 members 
Entering Unmasked Estep 
Score: -37350264.000000 Penalty: 6257.735840
	Iteration 6F: 3 clusters Score -3.735026e+07 nChanged 22029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193690 members 
Mstep: Class 2 contains 107773 members 
Entering Unmasked Estep 
Score: -37369532.000000 Penalty: 6257.735840
	Iteration 7F: 3 clusters Score -3.736953e+07 nChanged 16103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202571 members 
Mstep: Class 2 contains 98892 members 
Entering Unmasked Estep 
Score: -37379892.000000 Penalty: 6257.735840
	Iteration 8F: 3 clusters Score -3.737989e+07 nChanged 9787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209722 members 
Mstep: Class 2 contains 91741 members 
Entering Unmasked Estep 
Score: -37384576.000000 Penalty: 6257.735840
	Iteration 9Q: 3 clusters Score -3.738458e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216018 members 
Mstep: Class 2 contains 85445 members 
Entering Unmasked Estep 
Score: -37386540.000000 Penalty: 6257.735840
	Iteration 10Q: 3 clusters Score -3.738654e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221770 members 
Mstep: Class 2 contains 79693 members 
Entering Unmasked Estep 
Score: -37387988.000000 Penalty: 6257.735840
	Iteration 11Q: 3 clusters Score -3.738799e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227574 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -37388972.000000 Penalty: 6257.735840
	Iteration 12Q: 3 clusters Score -3.738897e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233301 members 
Mstep: Class 2 contains 68162 members 
Entering Unmasked Estep 
Score: -37389908.000000 Penalty: 6257.735840
	Iteration 13Q: 3 clusters Score -3.738991e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238874 members 
Mstep: Class 2 contains 62589 members 
Entering Unmasked Estep 
Score: -37390704.000000 Penalty: 6257.735840
	Iteration 14Q: 3 clusters Score -3.73907e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244317 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -37391248.000000 Penalty: 6257.735840
	Iteration 15Q: 3 clusters Score -3.739125e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249485 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -37391592.000000 Penalty: 6257.735840
	Iteration 16Q: 3 clusters Score -3.739159e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254536 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -37392088.000000 Penalty: 6257.735840
	Iteration 17Q: 3 clusters Score -3.739209e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259807 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -37392596.000000 Penalty: 6257.735840
	Iteration 18Q: 3 clusters Score -3.73926e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265093 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -37393088.000000 Penalty: 6257.735840
	Iteration 19Q: 3 clusters Score -3.739309e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270100 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -37393292.000000 Penalty: 6257.735840
	Iteration 20F: 3 clusters Score -3.739329e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275025 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -37393140.000000 Penalty: 6257.735840
	Iteration 21Q: 3 clusters Score -3.739314e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279440 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -37393048.000000 Penalty: 6257.735840
	Iteration 22Q: 3 clusters Score -3.739305e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283278 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -37392776.000000 Penalty: 6257.735840
	Iteration 23Q: 3 clusters Score -3.739278e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286561 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -37392460.000000 Penalty: 6257.735840
	Iteration 24Q: 3 clusters Score -3.739246e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289257 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -37392204.000000 Penalty: 6257.735840
	Iteration 25Q: 3 clusters Score -3.73922e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291507 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -37391912.000000 Penalty: 6257.735840
	Iteration 26Q: 3 clusters Score -3.739191e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293285 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -37391456.000000 Penalty: 6257.735840
	Iteration 27Q: 3 clusters Score -3.739146e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294668 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -37390904.000000 Penalty: 6257.735840
	Iteration 28Q: 3 clusters Score -3.73909e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295765 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -37390268.000000 Penalty: 6257.735840
	Iteration 29Q: 3 clusters Score -3.739027e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296697 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -37389752.000000 Penalty: 6257.735840
	Iteration 30Q: 3 clusters Score -3.738975e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297400 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -37389300.000000 Penalty: 6257.735840
	Iteration 31Q: 3 clusters Score -3.73893e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297974 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -37388948.000000 Penalty: 6257.735840
	Iteration 32Q: 3 clusters Score -3.738895e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298414 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -37388560.000000 Penalty: 6257.735840
	Iteration 33Q: 3 clusters Score -3.738856e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298765 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -37388348.000000 Penalty: 6257.735840
	Iteration 34Q: 3 clusters Score -3.738835e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299015 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -37388168.000000 Penalty: 6257.735840
	Iteration 35Q: 3 clusters Score -3.738817e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299229 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -37388008.000000 Penalty: 6257.735840
	Iteration 36Q: 3 clusters Score -3.738801e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299408 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -37387988.000000 Penalty: 6257.735840
	Iteration 37Q: 3 clusters Score -3.738799e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299549 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -37387804.000000 Penalty: 6257.735840
	Iteration 38Q: 3 clusters Score -3.73878e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299666 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -37387764.000000 Penalty: 6257.735840
	Iteration 39Q: 3 clusters Score -3.738776e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299762 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -37387728.000000 Penalty: 6257.735840
	Iteration 40F: 3 clusters Score -3.738773e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299836 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -37387708.000000 Penalty: 6257.735840
	Iteration 41Q: 3 clusters Score -3.738771e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299889 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -37387664.000000 Penalty: 6257.735840
	Iteration 42Q: 3 clusters Score -3.738766e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299932 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -37387644.000000 Penalty: 6257.735840
	Iteration 43Q: 3 clusters Score -3.738764e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299957 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -37387668.000000 Penalty: 6257.735840
	Iteration 44Q: 3 clusters Score -3.738767e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299978 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -37387636.000000 Penalty: 6257.735840
	Iteration 45Q: 3 clusters Score -3.738764e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299996 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -37387632.000000 Penalty: 6257.735840
	Iteration 46Q: 3 clusters Score -3.738763e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300017 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -37387624.000000 Penalty: 6257.735840
	Iteration 47Q: 3 clusters Score -3.738762e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300037 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -37387600.000000 Penalty: 6257.735840
	Iteration 48Q: 3 clusters Score -3.73876e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300056 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -37387600.000000 Penalty: 6257.735840
	Iteration 49Q: 3 clusters Score -3.73876e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300082 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -37387540.000000 Penalty: 6257.735840
	Iteration 50Q: 3 clusters Score -3.738754e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300095 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -37387540.000000 Penalty: 6257.735840
	Iteration 51Q: 3 clusters Score -3.738754e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300106 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -37387560.000000 Penalty: 6257.735840
	Iteration 52Q: 3 clusters Score -3.738756e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300120 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -37387560.000000 Penalty: 6257.735840
	Iteration 53Q: 3 clusters Score -3.738756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300127 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -37387544.000000 Penalty: 6257.735840
	Iteration 54Q: 3 clusters Score -3.738754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300132 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -37387520.000000 Penalty: 6257.735840
	Iteration 55Q: 3 clusters Score -3.738752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300136 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -37387524.000000 Penalty: 6257.735840
	Iteration 56Q: 3 clusters Score -3.738752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300136 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -37387536.000000 Penalty: 6257.735840
	Iteration 57Q: 3 clusters Score -3.738754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300140 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -37387528.000000 Penalty: 6257.735840
	Iteration 58Q: 3 clusters Score -3.738753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300143 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -37387524.000000 Penalty: 6257.735840
	Iteration 59Q: 3 clusters Score -3.738752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300150 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -37387484.000000 Penalty: 6257.735840
	Iteration 60F: 3 clusters Score -3.738748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300162 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -37387468.000000 Penalty: 6257.735840
	Iteration 61Q: 3 clusters Score -3.738747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300174 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -37387440.000000 Penalty: 6257.735840
	Iteration 62Q: 3 clusters Score -3.738744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300181 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -37387496.000000 Penalty: 6257.735840
	Iteration 63Q: 3 clusters Score -3.73875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300192 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -37387476.000000 Penalty: 6257.735840
	Iteration 64Q: 3 clusters Score -3.738748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300196 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -37387448.000000 Penalty: 6257.735840
	Iteration 65Q: 3 clusters Score -3.738745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300200 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -37387436.000000 Penalty: 6257.735840
	Iteration 66Q: 3 clusters Score -3.738744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300201 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -37387428.000000 Penalty: 6257.735840
	Iteration 67Q: 3 clusters Score -3.738743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300201 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -37387428.000000 Penalty: 6257.735840
	Iteration 68F: 3 clusters Score -3.738743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Entering Unmasked Estep 
Score: -1243694.875000 Penalty: 2294.866699
	Iteration 0F: 2 clusters Score -1243695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1235740.875000 Penalty: 4589.733398
	Iteration 0F: 3 clusters Score -1235741 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1238140.000000 Penalty: 4589.733398
	Iteration 1F: 3 clusters Score -1238140 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1238551.000000 Penalty: 4589.733398
	Iteration 2F: 3 clusters Score -1238551 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1238914.875000 Penalty: 4589.733398
	Iteration 3F: 3 clusters Score -1238915 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1239322.250000 Penalty: 4589.733398
	Iteration 4F: 3 clusters Score -1239322 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1239708.625000 Penalty: 4589.733398
	Iteration 5F: 3 clusters Score -1239709 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1240052.125000 Penalty: 4589.733398
	Iteration 6F: 3 clusters Score -1240052 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1240367.750000 Penalty: 4589.733398
	Iteration 7Q: 3 clusters Score -1240368 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1240643.500000 Penalty: 4589.733398
	Iteration 8Q: 3 clusters Score -1240644 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1240863.875000 Penalty: 4589.733398
	Iteration 9Q: 3 clusters Score -1240864 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1241033.750000 Penalty: 4589.733398
	Iteration 10Q: 3 clusters Score -1241034 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1241178.375000 Penalty: 4589.733398
	Iteration 11Q: 3 clusters Score -1241178 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1241285.750000 Penalty: 4589.733398
	Iteration 12Q: 3 clusters Score -1241286 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1241369.125000 Penalty: 4589.733398
	Iteration 13Q: 3 clusters Score -1241369 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1241441.125000 Penalty: 4589.733398
	Iteration 14Q: 3 clusters Score -1241441 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1241501.750000 Penalty: 4589.733398
	Iteration 15Q: 3 clusters Score -1241502 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1241553.875000 Penalty: 4589.733398
	Iteration 16Q: 3 clusters Score -1241554 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1241601.625000 Penalty: 4589.733398
	Iteration 17Q: 3 clusters Score -1241602 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1241644.375000 Penalty: 4589.733398
	Iteration 18Q: 3 clusters Score -1241644 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1241685.125000 Penalty: 4589.733398
	Iteration 19Q: 3 clusters Score -1241685 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1241719.250000 Penalty: 4589.733398
	Iteration 20F: 3 clusters Score -1241719 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1241748.000000 Penalty: 4589.733398
	Iteration 21Q: 3 clusters Score -1241748 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1241768.750000 Penalty: 4589.733398
	Iteration 22Q: 3 clusters Score -1241769 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1241789.625000 Penalty: 4589.733398
	Iteration 23Q: 3 clusters Score -1241790 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1241808.375000 Penalty: 4589.733398
	Iteration 24Q: 3 clusters Score -1241808 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1241823.375000 Penalty: 4589.733398
	Iteration 25Q: 3 clusters Score -1241823 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1241837.875000 Penalty: 4589.733398
	Iteration 26Q: 3 clusters Score -1241838 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1241856.000000 Penalty: 4589.733398
	Iteration 27Q: 3 clusters Score -1241856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1241868.375000 Penalty: 4589.733398
	Iteration 28Q: 3 clusters Score -1241868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1241875.250000 Penalty: 4589.733398
	Iteration 29Q: 3 clusters Score -1241875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1241881.750000 Penalty: 4589.733398
	Iteration 30Q: 3 clusters Score -1241882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1241886.250000 Penalty: 4589.733398
	Iteration 31Q: 3 clusters Score -1241886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1241893.125000 Penalty: 4589.733398
	Iteration 32Q: 3 clusters Score -1241893 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1241902.625000 Penalty: 4589.733398
	Iteration 33Q: 3 clusters Score -1241903 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1241918.000000 Penalty: 4589.733398
	Iteration 34Q: 3 clusters Score -1241918 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1241930.500000 Penalty: 4589.733398
	Iteration 35Q: 3 clusters Score -1241930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1241941.000000 Penalty: 4589.733398
	Iteration 36Q: 3 clusters Score -1241941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1241948.125000 Penalty: 4589.733398
	Iteration 37Q: 3 clusters Score -1241948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1241958.750000 Penalty: 4589.733398
	Iteration 38Q: 3 clusters Score -1241959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1241970.375000 Penalty: 4589.733398
	Iteration 39Q: 3 clusters Score -1241970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1241974.625000 Penalty: 4589.733398
	Iteration 40F: 3 clusters Score -1241975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1241979.750000 Penalty: 4589.733398
	Iteration 41Q: 3 clusters Score -1241980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1241991.375000 Penalty: 4589.733398
	Iteration 42Q: 3 clusters Score -1241991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1241999.125000 Penalty: 4589.733398
	Iteration 43Q: 3 clusters Score -1241999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1241999.875000 Penalty: 4589.733398
	Iteration 44Q: 3 clusters Score -1242000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1242004.500000 Penalty: 4589.733398
	Iteration 45Q: 3 clusters Score -1242004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1242006.875000 Penalty: 4589.733398
	Iteration 46Q: 3 clusters Score -1242007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1242008.500000 Penalty: 4589.733398
	Iteration 47Q: 3 clusters Score -1242008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1242014.625000 Penalty: 4589.733398
	Iteration 48Q: 3 clusters Score -1242015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1242020.375000 Penalty: 4589.733398
	Iteration 49Q: 3 clusters Score -1242020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1242023.625000 Penalty: 4589.733398
	Iteration 50Q: 3 clusters Score -1242024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1242032.125000 Penalty: 4589.733398
	Iteration 51Q: 3 clusters Score -1242032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1242038.500000 Penalty: 4589.733398
	Iteration 52Q: 3 clusters Score -1242038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1242042.000000 Penalty: 4589.733398
	Iteration 53Q: 3 clusters Score -1242042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1242044.000000 Penalty: 4589.733398
	Iteration 54Q: 3 clusters Score -1242044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1242049.375000 Penalty: 4589.733398
	Iteration 55Q: 3 clusters Score -1242049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1242057.250000 Penalty: 4589.733398
	Iteration 56Q: 3 clusters Score -1242057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1242060.375000 Penalty: 4589.733398
	Iteration 57Q: 3 clusters Score -1242060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1242062.375000 Penalty: 4589.733398
	Iteration 58Q: 3 clusters Score -1242062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1242062.750000 Penalty: 4589.733398
	Iteration 59Q: 3 clusters Score -1242063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1242062.875000 Penalty: 4589.733398
	Iteration 60F: 3 clusters Score -1242063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1242065.875000 Penalty: 4589.733398
	Iteration 61Q: 3 clusters Score -1242066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1242065.250000 Penalty: 4589.733398
	Iteration 62Q: 3 clusters Score -1242065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1242066.500000 Penalty: 4589.733398
	Iteration 63Q: 3 clusters Score -1242066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1242067.875000 Penalty: 4589.733398
	Iteration 64Q: 3 clusters Score -1242068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1242068.875000 Penalty: 4589.733398
	Iteration 65Q: 3 clusters Score -1242069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1242068.625000 Penalty: 4589.733398
	Iteration 66Q: 3 clusters Score -1242069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1242073.750000 Penalty: 4589.733398
	Iteration 67Q: 3 clusters Score -1242074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1242074.750000 Penalty: 4589.733398
	Iteration 68Q: 3 clusters Score -1242075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1242077.625000 Penalty: 4589.733398
	Iteration 69Q: 3 clusters Score -1242078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1242078.875000 Penalty: 4589.733398
	Iteration 70Q: 3 clusters Score -1242079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1242083.875000 Penalty: 4589.733398
	Iteration 71Q: 3 clusters Score -1242084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1242085.750000 Penalty: 4589.733398
	Iteration 72Q: 3 clusters Score -1242086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1242090.375000 Penalty: 4589.733398
	Iteration 73Q: 3 clusters Score -1242090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1242088.000000 Penalty: 4589.733398
	Iteration 74Q: 3 clusters Score -1242088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1242092.375000 Penalty: 4589.733398
	Iteration 75Q: 3 clusters Score -1242092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1242094.625000 Penalty: 4589.733398
	Iteration 76Q: 3 clusters Score -1242095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1242096.875000 Penalty: 4589.733398
	Iteration 77Q: 3 clusters Score -1242097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1242100.000000 Penalty: 4589.733398
	Iteration 78Q: 3 clusters Score -1242100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1242101.000000 Penalty: 4589.733398
	Iteration 79Q: 3 clusters Score -1242101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1242105.750000 Penalty: 4589.733398
	Iteration 80F: 3 clusters Score -1242106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1242107.250000 Penalty: 4589.733398
	Iteration 81Q: 3 clusters Score -1242107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1242111.375000 Penalty: 4589.733398
	Iteration 82Q: 3 clusters Score -1242111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1242114.125000 Penalty: 4589.733398
	Iteration 83Q: 3 clusters Score -1242114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1242116.125000 Penalty: 4589.733398
	Iteration 84Q: 3 clusters Score -1242116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1242119.625000 Penalty: 4589.733398
	Iteration 85Q: 3 clusters Score -1242120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1242121.625000 Penalty: 4589.733398
	Iteration 86Q: 3 clusters Score -1242122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1242121.750000 Penalty: 4589.733398
	Iteration 87Q: 3 clusters Score -1242122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1242123.875000 Penalty: 4589.733398
	Iteration 88Q: 3 clusters Score -1242124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1242125.750000 Penalty: 4589.733398
	Iteration 89Q: 3 clusters Score -1242126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1242128.375000 Penalty: 4589.733398
	Iteration 90Q: 3 clusters Score -1242128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1242136.875000 Penalty: 4589.733398
	Iteration 91Q: 3 clusters Score -1242137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1242135.750000 Penalty: 4589.733398
	Iteration 92Q: 3 clusters Score -1242136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1242137.500000 Penalty: 4589.733398
	Iteration 93Q: 3 clusters Score -1242138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1242143.000000 Penalty: 4589.733398
	Iteration 94Q: 3 clusters Score -1242143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1242147.625000 Penalty: 4589.733398
	Iteration 95Q: 3 clusters Score -1242148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1242152.125000 Penalty: 4589.733398
	Iteration 96Q: 3 clusters Score -1242152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1242157.000000 Penalty: 4589.733398
	Iteration 97Q: 3 clusters Score -1242157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1242159.250000 Penalty: 4589.733398
	Iteration 98Q: 3 clusters Score -1242159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1242161.750000 Penalty: 4589.733398
	Iteration 99Q: 3 clusters Score -1242162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1242166.875000 Penalty: 4589.733398
	Iteration 100F: 3 clusters Score -1242167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1242166.000000 Penalty: 4589.733398
	Iteration 101Q: 3 clusters Score -1242166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1242171.500000 Penalty: 4589.733398
	Iteration 102Q: 3 clusters Score -1242172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1242173.000000 Penalty: 4589.733398
	Iteration 103Q: 3 clusters Score -1242173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1242175.375000 Penalty: 4589.733398
	Iteration 104Q: 3 clusters Score -1242175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1242181.625000 Penalty: 4589.733398
	Iteration 105Q: 3 clusters Score -1242182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1242186.125000 Penalty: 4589.733398
	Iteration 106Q: 3 clusters Score -1242186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1242189.250000 Penalty: 4589.733398
	Iteration 107Q: 3 clusters Score -1242189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1242198.000000 Penalty: 4589.733398
	Iteration 108Q: 3 clusters Score -1242198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1242201.125000 Penalty: 4589.733398
	Iteration 109Q: 3 clusters Score -1242201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1242209.625000 Penalty: 4589.733398
	Iteration 110Q: 3 clusters Score -1242210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1242214.125000 Penalty: 4589.733398
	Iteration 111Q: 3 clusters Score -1242214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1242220.000000 Penalty: 4589.733398
	Iteration 112Q: 3 clusters Score -1242220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1242226.000000 Penalty: 4589.733398
	Iteration 113Q: 3 clusters Score -1242226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1242233.625000 Penalty: 4589.733398
	Iteration 114Q: 3 clusters Score -1242234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1242238.000000 Penalty: 4589.733398
	Iteration 115Q: 3 clusters Score -1242238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1242244.625000 Penalty: 4589.733398
	Iteration 116Q: 3 clusters Score -1242245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1242252.500000 Penalty: 4589.733398
	Iteration 117Q: 3 clusters Score -1242252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1242257.375000 Penalty: 4589.733398
	Iteration 118Q: 3 clusters Score -1242257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1242258.125000 Penalty: 4589.733398
	Iteration 119Q: 3 clusters Score -1242258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1242261.875000 Penalty: 4589.733398
	Iteration 120F: 3 clusters Score -1242262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1242263.750000 Penalty: 4589.733398
	Iteration 121Q: 3 clusters Score -1242264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1242265.000000 Penalty: 4589.733398
	Iteration 122Q: 3 clusters Score -1242265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1242268.250000 Penalty: 4589.733398
	Iteration 123Q: 3 clusters Score -1242268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1242267.875000 Penalty: 4589.733398
	Iteration 124Q: 3 clusters Score -1242268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1242272.000000 Penalty: 4589.733398
	Iteration 125Q: 3 clusters Score -1242272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1242274.625000 Penalty: 4589.733398
	Iteration 126Q: 3 clusters Score -1242275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1242272.875000 Penalty: 4589.733398
	Iteration 127Q: 3 clusters Score -1242273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1242277.375000 Penalty: 4589.733398
	Iteration 128Q: 3 clusters Score -1242277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1242287.250000 Penalty: 4589.733398
	Iteration 129Q: 3 clusters Score -1242287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1242289.125000 Penalty: 4589.733398
	Iteration 130Q: 3 clusters Score -1242289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1242294.375000 Penalty: 4589.733398
	Iteration 131Q: 3 clusters Score -1242294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1242296.625000 Penalty: 4589.733398
	Iteration 132Q: 3 clusters Score -1242297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1242297.750000 Penalty: 4589.733398
	Iteration 133Q: 3 clusters Score -1242298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1242297.750000 Penalty: 4589.733398
	Iteration 134F: 3 clusters Score -1242298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Entering Unmasked Estep 
Score: -3799248.000000 Penalty: 2556.636719
	Iteration 0F: 2 clusters Score -3799248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -3778686.000000 Penalty: 5113.273438
	Iteration 0F: 3 clusters Score -3778686 nChanged 13587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3786093.500000 Penalty: 5113.273438
	Iteration 1F: 3 clusters Score -3786094 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -3786621.500000 Penalty: 5113.273438
	Iteration 2Q: 3 clusters Score -3786622 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -3787095.000000 Penalty: 5113.273438
	Iteration 3Q: 3 clusters Score -3787095 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -3787554.500000 Penalty: 5113.273438
	Iteration 4Q: 3 clusters Score -3787554 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -3788048.000000 Penalty: 5113.273438
	Iteration 5Q: 3 clusters Score -3788048 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -3788673.500000 Penalty: 5113.273438
	Iteration 6Q: 3 clusters Score -3788674 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -3789559.000000 Penalty: 5113.273438
	Iteration 7F: 3 clusters Score -3789559 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3790874.750000 Penalty: 5113.273438
	Iteration 8F: 3 clusters Score -3790875 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -3792592.750000 Penalty: 5113.273438
	Iteration 9F: 3 clusters Score -3792593 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3794298.500000 Penalty: 5113.273438
	Iteration 10F: 3 clusters Score -3794298 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3795665.000000 Penalty: 5113.273438
	Iteration 11Q: 3 clusters Score -3795665 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3796572.500000 Penalty: 5113.273438
	Iteration 12Q: 3 clusters Score -3796572 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3797052.500000 Penalty: 5113.273438
	Iteration 13Q: 3 clusters Score -3797052 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3797255.250000 Penalty: 5113.273438
	Iteration 14Q: 3 clusters Score -3797255 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3797352.750000 Penalty: 5113.273438
	Iteration 15Q: 3 clusters Score -3797353 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3797390.750000 Penalty: 5113.273438
	Iteration 16Q: 3 clusters Score -3797391 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3797418.250000 Penalty: 5113.273438
	Iteration 17Q: 3 clusters Score -3797418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3797427.500000 Penalty: 5113.273438
	Iteration 18Q: 3 clusters Score -3797428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3797444.250000 Penalty: 5113.273438
	Iteration 19Q: 3 clusters Score -3797444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3797462.000000 Penalty: 5113.273438
	Iteration 20F: 3 clusters Score -3797462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3797456.750000 Penalty: 5113.273438
	Iteration 21Q: 3 clusters Score -3797457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3797463.000000 Penalty: 5113.273438
	Iteration 22Q: 3 clusters Score -3797463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3797458.750000 Penalty: 5113.273438
	Iteration 23Q: 3 clusters Score -3797459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3797462.500000 Penalty: 5113.273438
	Iteration 24Q: 3 clusters Score -3797462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3797462.750000 Penalty: 5113.273438
	Iteration 25Q: 3 clusters Score -3797463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3797459.250000 Penalty: 5113.273438
	Iteration 26Q: 3 clusters Score -3797459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3797465.250000 Penalty: 5113.273438
	Iteration 27Q: 3 clusters Score -3797465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3797465.250000 Penalty: 5113.273438
	Iteration 28Q: 3 clusters Score -3797465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3797471.000000 Penalty: 5113.273438
	Iteration 29Q: 3 clusters Score -3797471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3797467.250000 Penalty: 5113.273438
	Iteration 30Q: 3 clusters Score -3797467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3797467.250000 Penalty: 5113.273438
	Iteration 31F: 3 clusters Score -3797467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Entering Unmasked Estep 
Score: -846015.937500 Penalty: 2185.622070
	Iteration 0F: 2 clusters Score -846015.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -840430.187500 Penalty: 4371.244141
	Iteration 0F: 3 clusters Score -840430.2 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -841794.625000 Penalty: 4371.244141
	Iteration 1F: 3 clusters Score -841794.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -842017.562500 Penalty: 4371.244141
	Iteration 2F: 3 clusters Score -842017.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -842166.937500 Penalty: 4371.244141
	Iteration 3Q: 3 clusters Score -842166.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -842287.375000 Penalty: 4371.244141
	Iteration 4Q: 3 clusters Score -842287.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -842382.375000 Penalty: 4371.244141
	Iteration 5Q: 3 clusters Score -842382.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -842444.750000 Penalty: 4371.244141
	Iteration 6Q: 3 clusters Score -842444.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -842501.000000 Penalty: 4371.244141
	Iteration 7Q: 3 clusters Score -842501 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -842559.125000 Penalty: 4371.244141
	Iteration 8Q: 3 clusters Score -842559.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -842618.125000 Penalty: 4371.244141
	Iteration 9Q: 3 clusters Score -842618.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -842681.937500 Penalty: 4371.244141
	Iteration 10Q: 3 clusters Score -842681.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -842749.187500 Penalty: 4371.244141
	Iteration 11Q: 3 clusters Score -842749.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -842816.375000 Penalty: 4371.244141
	Iteration 12Q: 3 clusters Score -842816.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -842898.937500 Penalty: 4371.244141
	Iteration 13Q: 3 clusters Score -842898.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -842968.125000 Penalty: 4371.244141
	Iteration 14Q: 3 clusters Score -842968.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -843026.625000 Penalty: 4371.244141
	Iteration 15Q: 3 clusters Score -843026.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -843091.000000 Penalty: 4371.244141
	Iteration 16Q: 3 clusters Score -843091 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -843176.000000 Penalty: 4371.244141
	Iteration 17Q: 3 clusters Score -843176 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -843274.812500 Penalty: 4371.244141
	Iteration 18Q: 3 clusters Score -843274.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -843372.875000 Penalty: 4371.244141
	Iteration 19Q: 3 clusters Score -843372.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -843459.875000 Penalty: 4371.244141
	Iteration 20F: 3 clusters Score -843459.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -843564.687500 Penalty: 4371.244141
	Iteration 21Q: 3 clusters Score -843564.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -843662.562500 Penalty: 4371.244141
	Iteration 22Q: 3 clusters Score -843662.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -843735.437500 Penalty: 4371.244141
	Iteration 23Q: 3 clusters Score -843735.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -843792.187500 Penalty: 4371.244141
	Iteration 24Q: 3 clusters Score -843792.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -843832.875000 Penalty: 4371.244141
	Iteration 25Q: 3 clusters Score -843832.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -843861.437500 Penalty: 4371.244141
	Iteration 26Q: 3 clusters Score -843861.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -843893.437500 Penalty: 4371.244141
	Iteration 27Q: 3 clusters Score -843893.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -843915.312500 Penalty: 4371.244141
	Iteration 28Q: 3 clusters Score -843915.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -843935.312500 Penalty: 4371.244141
	Iteration 29Q: 3 clusters Score -843935.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -843962.937500 Penalty: 4371.244141
	Iteration 30Q: 3 clusters Score -843962.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -843984.875000 Penalty: 4371.244141
	Iteration 31Q: 3 clusters Score -843984.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -843998.312500 Penalty: 4371.244141
	Iteration 32Q: 3 clusters Score -843998.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -844011.562500 Penalty: 4371.244141
	Iteration 33Q: 3 clusters Score -844011.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -844021.125000 Penalty: 4371.244141
	Iteration 34Q: 3 clusters Score -844021.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -844029.625000 Penalty: 4371.244141
	Iteration 35Q: 3 clusters Score -844029.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -844033.312500 Penalty: 4371.244141
	Iteration 36Q: 3 clusters Score -844033.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -844038.875000 Penalty: 4371.244141
	Iteration 37Q: 3 clusters Score -844038.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -844044.812500 Penalty: 4371.244141
	Iteration 38Q: 3 clusters Score -844044.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -844047.000000 Penalty: 4371.244141
	Iteration 39Q: 3 clusters Score -844047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -844053.375000 Penalty: 4371.244141
	Iteration 40F: 3 clusters Score -844053.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -844063.250000 Penalty: 4371.244141
	Iteration 41Q: 3 clusters Score -844063.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -844068.437500 Penalty: 4371.244141
	Iteration 42Q: 3 clusters Score -844068.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -844075.750000 Penalty: 4371.244141
	Iteration 43Q: 3 clusters Score -844075.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -844083.375000 Penalty: 4371.244141
	Iteration 44Q: 3 clusters Score -844083.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -844088.812500 Penalty: 4371.244141
	Iteration 45Q: 3 clusters Score -844088.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -844096.500000 Penalty: 4371.244141
	Iteration 46Q: 3 clusters Score -844096.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -844102.125000 Penalty: 4371.244141
	Iteration 47Q: 3 clusters Score -844102.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -844107.375000 Penalty: 4371.244141
	Iteration 48Q: 3 clusters Score -844107.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -844111.125000 Penalty: 4371.244141
	Iteration 49Q: 3 clusters Score -844111.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -844111.812500 Penalty: 4371.244141
	Iteration 50Q: 3 clusters Score -844111.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -844113.062500 Penalty: 4371.244141
	Iteration 51Q: 3 clusters Score -844113.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -844113.687500 Penalty: 4371.244141
	Iteration 52Q: 3 clusters Score -844113.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -844113.687500 Penalty: 4371.244141
	Iteration 53F: 3 clusters Score -844113.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Entering Unmasked Estep 
Score: -2354262.250000 Penalty: 2447.999023
	Iteration 0F: 2 clusters Score -2354262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2340634.500000 Penalty: 4895.998047
	Iteration 0F: 3 clusters Score -2340634 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2345259.250000 Penalty: 4895.998047
	Iteration 1F: 3 clusters Score -2345259 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2345667.000000 Penalty: 4895.998047
	Iteration 2F: 3 clusters Score -2345667 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2346012.500000 Penalty: 4895.998047
	Iteration 3Q: 3 clusters Score -2346012 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2346296.750000 Penalty: 4895.998047
	Iteration 4Q: 3 clusters Score -2346297 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2346560.500000 Penalty: 4895.998047
	Iteration 5Q: 3 clusters Score -2346560 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2346875.250000 Penalty: 4895.998047
	Iteration 6Q: 3 clusters Score -2346875 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2347205.000000 Penalty: 4895.998047
	Iteration 7Q: 3 clusters Score -2347205 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2347565.000000 Penalty: 4895.998047
	Iteration 8Q: 3 clusters Score -2347565 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2347923.000000 Penalty: 4895.998047
	Iteration 9Q: 3 clusters Score -2347923 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2348293.250000 Penalty: 4895.998047
	Iteration 10Q: 3 clusters Score -2348293 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2348673.250000 Penalty: 4895.998047
	Iteration 11Q: 3 clusters Score -2348673 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2349044.250000 Penalty: 4895.998047
	Iteration 12Q: 3 clusters Score -2349044 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2349422.000000 Penalty: 4895.998047
	Iteration 13Q: 3 clusters Score -2349422 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2349768.500000 Penalty: 4895.998047
	Iteration 14Q: 3 clusters Score -2349768 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -2350098.250000 Penalty: 4895.998047
	Iteration 15Q: 3 clusters Score -2350098 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2350420.500000 Penalty: 4895.998047
	Iteration 16Q: 3 clusters Score -2350420 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2350645.250000 Penalty: 4895.998047
	Iteration 17Q: 3 clusters Score -2350645 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2350805.500000 Penalty: 4895.998047
	Iteration 18Q: 3 clusters Score -2350806 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2350928.750000 Penalty: 4895.998047
	Iteration 19Q: 3 clusters Score -2350929 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2351047.500000 Penalty: 4895.998047
	Iteration 20F: 3 clusters Score -2351048 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2351148.500000 Penalty: 4895.998047
	Iteration 21Q: 3 clusters Score -2351148 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2351238.250000 Penalty: 4895.998047
	Iteration 22Q: 3 clusters Score -2351238 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2351333.000000 Penalty: 4895.998047
	Iteration 23Q: 3 clusters Score -2351333 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2351429.000000 Penalty: 4895.998047
	Iteration 24Q: 3 clusters Score -2351429 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2351521.000000 Penalty: 4895.998047
	Iteration 25Q: 3 clusters Score -2351521 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2351587.000000 Penalty: 4895.998047
	Iteration 26Q: 3 clusters Score -2351587 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2351656.000000 Penalty: 4895.998047
	Iteration 27Q: 3 clusters Score -2351656 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2351732.000000 Penalty: 4895.998047
	Iteration 28Q: 3 clusters Score -2351732 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2351779.000000 Penalty: 4895.998047
	Iteration 29Q: 3 clusters Score -2351779 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2351819.000000 Penalty: 4895.998047
	Iteration 30Q: 3 clusters Score -2351819 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2351865.000000 Penalty: 4895.998047
	Iteration 31Q: 3 clusters Score -2351865 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2351907.750000 Penalty: 4895.998047
	Iteration 32Q: 3 clusters Score -2351908 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2351944.500000 Penalty: 4895.998047
	Iteration 33Q: 3 clusters Score -2351944 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2351985.250000 Penalty: 4895.998047
	Iteration 34Q: 3 clusters Score -2351985 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2352012.750000 Penalty: 4895.998047
	Iteration 35Q: 3 clusters Score -2352013 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2352027.000000 Penalty: 4895.998047
	Iteration 36Q: 3 clusters Score -2352027 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2352044.750000 Penalty: 4895.998047
	Iteration 37Q: 3 clusters Score -2352045 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2352050.250000 Penalty: 4895.998047
	Iteration 38Q: 3 clusters Score -2352050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2352064.500000 Penalty: 4895.998047
	Iteration 39Q: 3 clusters Score -2352064 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2352070.250000 Penalty: 4895.998047
	Iteration 40F: 3 clusters Score -2352070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2352071.250000 Penalty: 4895.998047
	Iteration 41Q: 3 clusters Score -2352071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2352073.500000 Penalty: 4895.998047
	Iteration 42Q: 3 clusters Score -2352074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2352080.750000 Penalty: 4895.998047
	Iteration 43Q: 3 clusters Score -2352081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2352079.750000 Penalty: 4895.998047
	Iteration 44Q: 3 clusters Score -2352080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2352080.500000 Penalty: 4895.998047
	Iteration 45Q: 3 clusters Score -2352080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2352077.750000 Penalty: 4895.998047
	Iteration 46Q: 3 clusters Score -2352078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2352079.500000 Penalty: 4895.998047
	Iteration 47Q: 3 clusters Score -2352080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2352080.000000 Penalty: 4895.998047
	Iteration 48Q: 3 clusters Score -2352080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2352082.750000 Penalty: 4895.998047
	Iteration 49Q: 3 clusters Score -2352083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2352084.500000 Penalty: 4895.998047
	Iteration 50Q: 3 clusters Score -2352084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2352080.000000 Penalty: 4895.998047
	Iteration 51Q: 3 clusters Score -2352080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2352084.000000 Penalty: 4895.998047
	Iteration 52Q: 3 clusters Score -2352084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2352090.000000 Penalty: 4895.998047
	Iteration 53Q: 3 clusters Score -2352090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2352090.000000 Penalty: 4895.998047
	Iteration 54Q: 3 clusters Score -2352090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2352088.500000 Penalty: 4895.998047
	Iteration 55Q: 3 clusters Score -2352088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2352096.250000 Penalty: 4895.998047
	Iteration 56Q: 3 clusters Score -2352096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2352098.000000 Penalty: 4895.998047
	Iteration 57Q: 3 clusters Score -2352098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2352103.000000 Penalty: 4895.998047
	Iteration 58Q: 3 clusters Score -2352103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2352099.250000 Penalty: 4895.998047
	Iteration 59Q: 3 clusters Score -2352099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2352101.250000 Penalty: 4895.998047
	Iteration 60F: 3 clusters Score -2352101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2352102.500000 Penalty: 4895.998047
	Iteration 61Q: 3 clusters Score -2352102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2352102.250000 Penalty: 4895.998047
	Iteration 62Q: 3 clusters Score -2352102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2352101.750000 Penalty: 4895.998047
	Iteration 63Q: 3 clusters Score -2352102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2352102.500000 Penalty: 4895.998047
	Iteration 64Q: 3 clusters Score -2352102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2352108.000000 Penalty: 4895.998047
	Iteration 65Q: 3 clusters Score -2352108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2352109.500000 Penalty: 4895.998047
	Iteration 66Q: 3 clusters Score -2352110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2352108.500000 Penalty: 4895.998047
	Iteration 67Q: 3 clusters Score -2352108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2352110.250000 Penalty: 4895.998047
	Iteration 68Q: 3 clusters Score -2352110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2352109.750000 Penalty: 4895.998047
	Iteration 69Q: 3 clusters Score -2352110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2352109.750000 Penalty: 4895.998047
	Iteration 70Q: 3 clusters Score -2352110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2352105.750000 Penalty: 4895.998047
	Iteration 71Q: 3 clusters Score -2352106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2352110.750000 Penalty: 4895.998047
	Iteration 72Q: 3 clusters Score -2352111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2352111.250000 Penalty: 4895.998047
	Iteration 73Q: 3 clusters Score -2352111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2352113.500000 Penalty: 4895.998047
	Iteration 74Q: 3 clusters Score -2352114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2352112.250000 Penalty: 4895.998047
	Iteration 75Q: 3 clusters Score -2352112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2352113.000000 Penalty: 4895.998047
	Iteration 76Q: 3 clusters Score -2352113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2352108.000000 Penalty: 4895.998047
	Iteration 77Q: 3 clusters Score -2352108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2352110.500000 Penalty: 4895.998047
	Iteration 78Q: 3 clusters Score -2352110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2352111.000000 Penalty: 4895.998047
	Iteration 79Q: 3 clusters Score -2352111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2352107.250000 Penalty: 4895.998047
	Iteration 80F: 3 clusters Score -2352107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2352109.250000 Penalty: 4895.998047
	Iteration 81Q: 3 clusters Score -2352109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2352107.250000 Penalty: 4895.998047
	Iteration 82Q: 3 clusters Score -2352107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2352106.500000 Penalty: 4895.998047
	Iteration 83Q: 3 clusters Score -2352106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2352110.250000 Penalty: 4895.998047
	Iteration 84Q: 3 clusters Score -2352110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2352109.750000 Penalty: 4895.998047
	Iteration 85Q: 3 clusters Score -2352110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2352108.000000 Penalty: 4895.998047
	Iteration 86Q: 3 clusters Score -2352108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2352112.000000 Penalty: 4895.998047
	Iteration 87Q: 3 clusters Score -2352112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2352112.000000 Penalty: 4895.998047
	Iteration 88F: 3 clusters Score -2352112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Entering Unmasked Estep 
Score: -4821411.500000 Penalty: 2624.663818
	Iteration 0F: 2 clusters Score -4821412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -4794670.000000 Penalty: 5249.327637
	Iteration 0F: 3 clusters Score -4794670 nChanged 18021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -4804839.500000 Penalty: 5249.327637
	Iteration 1F: 3 clusters Score -4804840 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -4805980.500000 Penalty: 5249.327637
	Iteration 2F: 3 clusters Score -4805980 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -4807259.500000 Penalty: 5249.327637
	Iteration 3F: 3 clusters Score -4807260 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -4808609.500000 Penalty: 5249.327637
	Iteration 4F: 3 clusters Score -4808610 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -4810003.500000 Penalty: 5249.327637
	Iteration 5F: 3 clusters Score -4810004 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -4811407.500000 Penalty: 5249.327637
	Iteration 6F: 3 clusters Score -4811408 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -4812966.500000 Penalty: 5249.327637
	Iteration 7F: 3 clusters Score -4812966 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -4814332.000000 Penalty: 5249.327637
	Iteration 8F: 3 clusters Score -4814332 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -4815212.500000 Penalty: 5249.327637
	Iteration 9Q: 3 clusters Score -4815212 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -4815699.000000 Penalty: 5249.327637
	Iteration 10Q: 3 clusters Score -4815699 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -4816016.000000 Penalty: 5249.327637
	Iteration 11Q: 3 clusters Score -4816016 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -4816289.500000 Penalty: 5249.327637
	Iteration 12Q: 3 clusters Score -4816290 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -4816466.000000 Penalty: 5249.327637
	Iteration 13Q: 3 clusters Score -4816466 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -4816653.000000 Penalty: 5249.327637
	Iteration 14Q: 3 clusters Score -4816653 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -4816836.500000 Penalty: 5249.327637
	Iteration 15Q: 3 clusters Score -4816836 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -4817016.500000 Penalty: 5249.327637
	Iteration 16Q: 3 clusters Score -4817016 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -4817173.000000 Penalty: 5249.327637
	Iteration 17Q: 3 clusters Score -4817173 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -4817346.000000 Penalty: 5249.327637
	Iteration 18Q: 3 clusters Score -4817346 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -4817526.500000 Penalty: 5249.327637
	Iteration 19Q: 3 clusters Score -4817526 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -4817670.000000 Penalty: 5249.327637
	Iteration 20F: 3 clusters Score -4817670 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -4817824.000000 Penalty: 5249.327637
	Iteration 21Q: 3 clusters Score -4817824 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -4817922.500000 Penalty: 5249.327637
	Iteration 22Q: 3 clusters Score -4817922 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -4818009.500000 Penalty: 5249.327637
	Iteration 23Q: 3 clusters Score -4818010 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -4818082.500000 Penalty: 5249.327637
	Iteration 24Q: 3 clusters Score -4818082 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -4818117.000000 Penalty: 5249.327637
	Iteration 25Q: 3 clusters Score -4818117 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -4818170.000000 Penalty: 5249.327637
	Iteration 26Q: 3 clusters Score -4818170 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -4818202.500000 Penalty: 5249.327637
	Iteration 27Q: 3 clusters Score -4818202 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -4818240.000000 Penalty: 5249.327637
	Iteration 28Q: 3 clusters Score -4818240 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -4818277.500000 Penalty: 5249.327637
	Iteration 29Q: 3 clusters Score -4818278 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -4818280.000000 Penalty: 5249.327637
	Iteration 30Q: 3 clusters Score -4818280 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -4818310.000000 Penalty: 5249.327637
	Iteration 31Q: 3 clusters Score -4818310 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -4818330.500000 Penalty: 5249.327637
	Iteration 32Q: 3 clusters Score -4818330 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -4818351.000000 Penalty: 5249.327637
	Iteration 33Q: 3 clusters Score -4818351 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -4818374.500000 Penalty: 5249.327637
	Iteration 34Q: 3 clusters Score -4818374 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -4818403.000000 Penalty: 5249.327637
	Iteration 35Q: 3 clusters Score -4818403 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -4818411.500000 Penalty: 5249.327637
	Iteration 36Q: 3 clusters Score -4818412 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 6075 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4818662 nChanged 47
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	Iteration 59Q: 3 clusters Score -4818690 nChanged 42
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	Iteration 60F: 3 clusters Score -4818694 nChanged 44
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	Iteration 61Q: 3 clusters Score -4818700 nChanged 38
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	Iteration 62Q: 3 clusters Score -4818700 nChanged 33
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	Iteration 63Q: 3 clusters Score -4818707 nChanged 34
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	Iteration 64Q: 3 clusters Score -4818718 nChanged 26
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	Iteration 100F: 3 clusters Score -4818916 nChanged 37
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	Iteration 103Q: 3 clusters Score -4818938 nChanged 40
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	Iteration 105Q: 3 clusters Score -4818953 nChanged 44
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	Iteration 108Q: 3 clusters Score -4818978 nChanged 37
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	Iteration 110Q: 3 clusters Score -4819007 nChanged 38
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	Iteration 111Q: 3 clusters Score -4819009 nChanged 28
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	Iteration 112Q: 3 clusters Score -4819018 nChanged 17
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	Iteration 113Q: 3 clusters Score -4819014 nChanged 16
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	Iteration 115Q: 3 clusters Score -4819020 nChanged 24
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	Iteration 116Q: 3 clusters Score -4819018 nChanged 23
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	Iteration 117Q: 3 clusters Score -4819022 nChanged 17
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	Iteration 118Q: 3 clusters Score -4819029 nChanged 21
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	Iteration 119Q: 3 clusters Score -4819030 nChanged 19
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	Iteration 120F: 3 clusters Score -4819026 nChanged 19
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	Iteration 121Q: 3 clusters Score -4819032 nChanged 13
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	Iteration 122Q: 3 clusters Score -4819038 nChanged 12
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	Iteration 123Q: 3 clusters Score -4819050 nChanged 8
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	Iteration 124Q: 3 clusters Score -4819049 nChanged 5
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	Iteration 125Q: 3 clusters Score -4819049 nChanged 5
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	Iteration 126Q: 3 clusters Score -4819046 nChanged 8
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	Iteration 127Q: 3 clusters Score -4819044 nChanged 7
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	Iteration 128Q: 3 clusters Score -4819050 nChanged 12
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	Iteration 129Q: 3 clusters Score -4819048 nChanged 17
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Entering Unmasked Estep 
Score: -4819041.500000 Penalty: 5249.327637
	Iteration 130Q: 3 clusters Score -4819042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4819049 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4819052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4819053 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4819060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4819060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4819063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4819063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4819060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4819060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4819064.000000 Penalty: 5249.327637
	Iteration 140F: 3 clusters Score -4819064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4819063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4819066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4819068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4819064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4819067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4819066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4819070.000000 Penalty: 5249.327637
	Iteration 147Q: 3 clusters Score -4819070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4819066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4819065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4819070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4819069.500000 Penalty: 5249.327637
	Iteration 151Q: 3 clusters Score -4819070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4819069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4819075.000000 Penalty: 5249.327637
	Iteration 153Q: 3 clusters Score -4819075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -4819086.000000 Penalty: 5249.327637
	Iteration 154Q: 3 clusters Score -4819086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4819088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -4819090.000000 Penalty: 5249.327637
	Iteration 156Q: 3 clusters Score -4819090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4819090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4819093.000000 Penalty: 5249.327637
	Iteration 158Q: 3 clusters Score -4819093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4819102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4819092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4819093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4819097.000000 Penalty: 5249.327637
	Iteration 162Q: 3 clusters Score -4819097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4819098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4819098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4819094.500000 Penalty: 5249.327637
	Iteration 165Q: 3 clusters Score -4819094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4819095.000000 Penalty: 5249.327637
	Iteration 166Q: 3 clusters Score -4819095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4819092.000000 Penalty: 5249.327637
	Iteration 167Q: 3 clusters Score -4819092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -4819095.000000 Penalty: 5249.327637
	Iteration 168Q: 3 clusters Score -4819095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4819096.500000 Penalty: 5249.327637
	Iteration 169Q: 3 clusters Score -4819096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4819098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4819095.000000 Penalty: 5249.327637
	Iteration 171Q: 3 clusters Score -4819095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -4819099.000000 Penalty: 5249.327637
	Iteration 172Q: 3 clusters Score -4819099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4819097.000000 Penalty: 5249.327637
	Iteration 173Q: 3 clusters Score -4819097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4819098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -4819102.500000 Penalty: 5249.327637
	Iteration 175Q: 3 clusters Score -4819102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4819104.000000 Penalty: 5249.327637
	Iteration 176Q: 3 clusters Score -4819104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4819097.500000 Penalty: 5249.327637
	Iteration 177Q: 3 clusters Score -4819098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -4819101.000000 Penalty: 5249.327637
	Iteration 178Q: 3 clusters Score -4819101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -4819103.500000 Penalty: 5249.327637
	Iteration 179Q: 3 clusters Score -4819104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4819104.000000 Penalty: 5249.327637
	Iteration 180F: 3 clusters Score -4819104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -4819106.000000 Penalty: 5249.327637
	Iteration 181Q: 3 clusters Score -4819106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4819104.500000 Penalty: 5249.327637
	Iteration 182Q: 3 clusters Score -4819104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4819108.000000 Penalty: 5249.327637
	Iteration 183Q: 3 clusters Score -4819108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4819109.500000 Penalty: 5249.327637
	Iteration 184Q: 3 clusters Score -4819110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4819107.000000 Penalty: 5249.327637
	Iteration 185Q: 3 clusters Score -4819107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4819116.500000 Penalty: 5249.327637
	Iteration 186Q: 3 clusters Score -4819116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4819121.500000 Penalty: 5249.327637
	Iteration 187Q: 3 clusters Score -4819122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -4819124.000000 Penalty: 5249.327637
	Iteration 188Q: 3 clusters Score -4819124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4819124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4819127.500000 Penalty: 5249.327637
	Iteration 190Q: 3 clusters Score -4819128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -4819128.500000 Penalty: 5249.327637
	Iteration 191Q: 3 clusters Score -4819128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4819131.000000 Penalty: 5249.327637
	Iteration 192Q: 3 clusters Score -4819131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4819135.000000 Penalty: 5249.327637
	Iteration 193Q: 3 clusters Score -4819135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4819131.500000 Penalty: 5249.327637
	Iteration 194Q: 3 clusters Score -4819132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4819134.500000 Penalty: 5249.327637
	Iteration 195Q: 3 clusters Score -4819134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4819148.500000 Penalty: 5249.327637
	Iteration 196Q: 3 clusters Score -4819148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4819152.500000 Penalty: 5249.327637
	Iteration 197Q: 3 clusters Score -4819152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4819153.500000 Penalty: 5249.327637
	Iteration 198Q: 3 clusters Score -4819154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4819160.000000 Penalty: 5249.327637
	Iteration 199Q: 3 clusters Score -4819160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4819166.000000 Penalty: 5249.327637
	Iteration 200F: 3 clusters Score -4819166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -4819166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4819172.500000 Penalty: 5249.327637
	Iteration 202Q: 3 clusters Score -4819172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4819171.000000 Penalty: 5249.327637
	Iteration 203Q: 3 clusters Score -4819171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4819177.500000 Penalty: 5249.327637
	Iteration 204Q: 3 clusters Score -4819178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4819177.500000 Penalty: 5249.327637
	Iteration 205Q: 3 clusters Score -4819178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4819182.000000 Penalty: 5249.327637
	Iteration 206Q: 3 clusters Score -4819182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4819186.000000 Penalty: 5249.327637
	Iteration 207Q: 3 clusters Score -4819186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4819184.500000 Penalty: 5249.327637
	Iteration 208Q: 3 clusters Score -4819184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4819195.000000 Penalty: 5249.327637
	Iteration 209Q: 3 clusters Score -4819195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4819192.000000 Penalty: 5249.327637
	Iteration 210Q: 3 clusters Score -4819192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4819194.000000 Penalty: 5249.327637
	Iteration 211Q: 3 clusters Score -4819194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4819195.000000 Penalty: 5249.327637
	Iteration 212Q: 3 clusters Score -4819195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4819197.000000 Penalty: 5249.327637
	Iteration 213Q: 3 clusters Score -4819197 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
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	Iteration 214F: 3 clusters Score -4819197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Entering Unmasked Estep 
Score: -1127444.875000 Penalty: 2273.367920
	Iteration 0F: 2 clusters Score -1127445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1120132.750000 Penalty: 4546.735840
	Iteration 0F: 3 clusters Score -1120133 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1122518.500000 Penalty: 4546.735840
	Iteration 1F: 3 clusters Score -1122518 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1123344.625000 Penalty: 4546.735840
	Iteration 2F: 3 clusters Score -1123345 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1124222.125000 Penalty: 4546.735840
	Iteration 3F: 3 clusters Score -1124222 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1124972.375000 Penalty: 4546.735840
	Iteration 4F: 3 clusters Score -1124972 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1125532.500000 Penalty: 4546.735840
	Iteration 5F: 3 clusters Score -1125532 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1125908.375000 Penalty: 4546.735840
	Iteration 6F: 3 clusters Score -1125908 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1126150.875000 Penalty: 4546.735840
	Iteration 7Q: 3 clusters Score -1126151 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1126315.625000 Penalty: 4546.735840
	Iteration 8Q: 3 clusters Score -1126316 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1126423.000000 Penalty: 4546.735840
	Iteration 9Q: 3 clusters Score -1126423 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1126502.750000 Penalty: 4546.735840
	Iteration 10Q: 3 clusters Score -1126503 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1126546.875000 Penalty: 4546.735840
	Iteration 11Q: 3 clusters Score -1126547 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1126572.500000 Penalty: 4546.735840
	Iteration 12Q: 3 clusters Score -1126572 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1126597.250000 Penalty: 4546.735840
	Iteration 13Q: 3 clusters Score -1126597 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1126615.250000 Penalty: 4546.735840
	Iteration 14Q: 3 clusters Score -1126615 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1126632.625000 Penalty: 4546.735840
	Iteration 15Q: 3 clusters Score -1126633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1126645.125000 Penalty: 4546.735840
	Iteration 16Q: 3 clusters Score -1126645 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1126654.250000 Penalty: 4546.735840
	Iteration 17Q: 3 clusters Score -1126654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1126667.500000 Penalty: 4546.735840
	Iteration 18Q: 3 clusters Score -1126668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1126679.125000 Penalty: 4546.735840
	Iteration 19Q: 3 clusters Score -1126679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1126690.250000 Penalty: 4546.735840
	Iteration 20F: 3 clusters Score -1126690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1126700.250000 Penalty: 4546.735840
	Iteration 21Q: 3 clusters Score -1126700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1126713.125000 Penalty: 4546.735840
	Iteration 22Q: 3 clusters Score -1126713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1126725.375000 Penalty: 4546.735840
	Iteration 23Q: 3 clusters Score -1126725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1126730.750000 Penalty: 4546.735840
	Iteration 24Q: 3 clusters Score -1126731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1126738.750000 Penalty: 4546.735840
	Iteration 25Q: 3 clusters Score -1126739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1126743.625000 Penalty: 4546.735840
	Iteration 26Q: 3 clusters Score -1126744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1126745.500000 Penalty: 4546.735840
	Iteration 27Q: 3 clusters Score -1126746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1126743.375000 Penalty: 4546.735840
	Iteration 28Q: 3 clusters Score -1126743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1126744.000000 Penalty: 4546.735840
	Iteration 29Q: 3 clusters Score -1126744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1126746.875000 Penalty: 4546.735840
	Iteration 30Q: 3 clusters Score -1126747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1126748.500000 Penalty: 4546.735840
	Iteration 31Q: 3 clusters Score -1126748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1126747.875000 Penalty: 4546.735840
	Iteration 32Q: 3 clusters Score -1126748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1126747.625000 Penalty: 4546.735840
	Iteration 33Q: 3 clusters Score -1126748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1126746.250000 Penalty: 4546.735840
	Iteration 34Q: 3 clusters Score -1126746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1126746.250000 Penalty: 4546.735840
	Iteration 35F: 3 clusters Score -1126746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Entering Unmasked Estep 
Score: -2685041.500000 Penalty: 2498.004150
	Iteration 0F: 2 clusters Score -2685042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2668503.000000 Penalty: 4996.008301
	Iteration 0F: 3 clusters Score -2668503 nChanged 10515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2674307.250000 Penalty: 4996.008301
	Iteration 1F: 3 clusters Score -2674307 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2674718.750000 Penalty: 4996.008301
	Iteration 2F: 3 clusters Score -2674719 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2675099.500000 Penalty: 4996.008301
	Iteration 3Q: 3 clusters Score -2675100 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2675460.500000 Penalty: 4996.008301
	Iteration 4Q: 3 clusters Score -2675460 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2675825.000000 Penalty: 4996.008301
	Iteration 5Q: 3 clusters Score -2675825 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2676124.250000 Penalty: 4996.008301
	Iteration 6Q: 3 clusters Score -2676124 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2676465.750000 Penalty: 4996.008301
	Iteration 7Q: 3 clusters Score -2676466 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2676790.250000 Penalty: 4996.008301
	Iteration 8Q: 3 clusters Score -2676790 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2677146.250000 Penalty: 4996.008301
	Iteration 9Q: 3 clusters Score -2677146 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2677521.000000 Penalty: 4996.008301
	Iteration 10Q: 3 clusters Score -2677521 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2677902.000000 Penalty: 4996.008301
	Iteration 11Q: 3 clusters Score -2677902 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2678365.000000 Penalty: 4996.008301
	Iteration 12Q: 3 clusters Score -2678365 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2678906.750000 Penalty: 4996.008301
	Iteration 13Q: 3 clusters Score -2678907 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2679433.250000 Penalty: 4996.008301
	Iteration 14Q: 3 clusters Score -2679433 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2679919.000000 Penalty: 4996.008301
	Iteration 15Q: 3 clusters Score -2679919 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2680424.500000 Penalty: 4996.008301
	Iteration 16Q: 3 clusters Score -2680424 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2680891.750000 Penalty: 4996.008301
	Iteration 17Q: 3 clusters Score -2680892 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2681271.000000 Penalty: 4996.008301
	Iteration 18Q: 3 clusters Score -2681271 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2681611.750000 Penalty: 4996.008301
	Iteration 19Q: 3 clusters Score -2681612 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2681875.750000 Penalty: 4996.008301
	Iteration 20F: 3 clusters Score -2681876 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2682042.000000 Penalty: 4996.008301
	Iteration 21Q: 3 clusters Score -2682042 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2682204.750000 Penalty: 4996.008301
	Iteration 22Q: 3 clusters Score -2682205 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2682345.750000 Penalty: 4996.008301
	Iteration 23Q: 3 clusters Score -2682346 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2682469.250000 Penalty: 4996.008301
	Iteration 24Q: 3 clusters Score -2682469 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2682571.000000 Penalty: 4996.008301
	Iteration 25Q: 3 clusters Score -2682571 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2682661.500000 Penalty: 4996.008301
	Iteration 26Q: 3 clusters Score -2682662 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2682716.500000 Penalty: 4996.008301
	Iteration 27Q: 3 clusters Score -2682716 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2682767.750000 Penalty: 4996.008301
	Iteration 28Q: 3 clusters Score -2682768 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2682834.750000 Penalty: 4996.008301
	Iteration 29Q: 3 clusters Score -2682835 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2682871.500000 Penalty: 4996.008301
	Iteration 30Q: 3 clusters Score -2682872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2682892.750000 Penalty: 4996.008301
	Iteration 31Q: 3 clusters Score -2682893 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2682915.000000 Penalty: 4996.008301
	Iteration 32Q: 3 clusters Score -2682915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2682931.000000 Penalty: 4996.008301
	Iteration 33Q: 3 clusters Score -2682931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2682950.750000 Penalty: 4996.008301
	Iteration 34Q: 3 clusters Score -2682951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2682953.750000 Penalty: 4996.008301
	Iteration 35Q: 3 clusters Score -2682954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2682963.250000 Penalty: 4996.008301
	Iteration 36Q: 3 clusters Score -2682963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2682967.250000 Penalty: 4996.008301
	Iteration 37Q: 3 clusters Score -2682967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2682968.000000 Penalty: 4996.008301
	Iteration 38Q: 3 clusters Score -2682968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2682969.500000 Penalty: 4996.008301
	Iteration 39Q: 3 clusters Score -2682970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2682972.250000 Penalty: 4996.008301
	Iteration 40F: 3 clusters Score -2682972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2682974.750000 Penalty: 4996.008301
	Iteration 41Q: 3 clusters Score -2682975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2682976.750000 Penalty: 4996.008301
	Iteration 42Q: 3 clusters Score -2682977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2682983.500000 Penalty: 4996.008301
	Iteration 43Q: 3 clusters Score -2682984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2682988.500000 Penalty: 4996.008301
	Iteration 44Q: 3 clusters Score -2682988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2682989.250000 Penalty: 4996.008301
	Iteration 45Q: 3 clusters Score -2682989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2682992.500000 Penalty: 4996.008301
	Iteration 46Q: 3 clusters Score -2682992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2682994.000000 Penalty: 4996.008301
	Iteration 47Q: 3 clusters Score -2682994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2682991.250000 Penalty: 4996.008301
	Iteration 48Q: 3 clusters Score -2682991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2682995.500000 Penalty: 4996.008301
	Iteration 49Q: 3 clusters Score -2682996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2682997.000000 Penalty: 4996.008301
	Iteration 50Q: 3 clusters Score -2682997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2683004.000000 Penalty: 4996.008301
	Iteration 51Q: 3 clusters Score -2683004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2683003.750000 Penalty: 4996.008301
	Iteration 52Q: 3 clusters Score -2683004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2683002.500000 Penalty: 4996.008301
	Iteration 53Q: 3 clusters Score -2683002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2683004.500000 Penalty: 4996.008301
	Iteration 54Q: 3 clusters Score -2683004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2683004.500000 Penalty: 4996.008301
	Iteration 55F: 3 clusters Score -2683004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Entering Unmasked Estep 
Score: -2807765.000000 Penalty: 2493.726807
	Iteration 0F: 2 clusters Score -2807765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2791510.750000 Penalty: 4987.453613
	Iteration 0F: 3 clusters Score -2791511 nChanged 10360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2797336.250000 Penalty: 4987.453613
	Iteration 1F: 3 clusters Score -2797336 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2797937.500000 Penalty: 4987.453613
	Iteration 2F: 3 clusters Score -2797938 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2798481.250000 Penalty: 4987.453613
	Iteration 3F: 3 clusters Score -2798481 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2798979.250000 Penalty: 4987.453613
	Iteration 4Q: 3 clusters Score -2798979 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2799490.750000 Penalty: 4987.453613
	Iteration 5Q: 3 clusters Score -2799491 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2800037.500000 Penalty: 4987.453613
	Iteration 6Q: 3 clusters Score -2800038 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2800560.500000 Penalty: 4987.453613
	Iteration 7Q: 3 clusters Score -2800560 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2801040.250000 Penalty: 4987.453613
	Iteration 8Q: 3 clusters Score -2801040 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2801524.250000 Penalty: 4987.453613
	Iteration 9Q: 3 clusters Score -2801524 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2801969.500000 Penalty: 4987.453613
	Iteration 10Q: 3 clusters Score -2801970 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2802342.000000 Penalty: 4987.453613
	Iteration 11Q: 3 clusters Score -2802342 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2802640.250000 Penalty: 4987.453613
	Iteration 12Q: 3 clusters Score -2802640 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2802913.500000 Penalty: 4987.453613
	Iteration 13Q: 3 clusters Score -2802914 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2803179.250000 Penalty: 4987.453613
	Iteration 14Q: 3 clusters Score -2803179 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2803411.250000 Penalty: 4987.453613
	Iteration 15Q: 3 clusters Score -2803411 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2803617.250000 Penalty: 4987.453613
	Iteration 16Q: 3 clusters Score -2803617 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2803821.500000 Penalty: 4987.453613
	Iteration 17Q: 3 clusters Score -2803822 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2804017.750000 Penalty: 4987.453613
	Iteration 18Q: 3 clusters Score -2804018 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2804238.250000 Penalty: 4987.453613
	Iteration 19Q: 3 clusters Score -2804238 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2804465.500000 Penalty: 4987.453613
	Iteration 20F: 3 clusters Score -2804466 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2804680.250000 Penalty: 4987.453613
	Iteration 21Q: 3 clusters Score -2804680 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2804886.250000 Penalty: 4987.453613
	Iteration 22Q: 3 clusters Score -2804886 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2805060.500000 Penalty: 4987.453613
	Iteration 23Q: 3 clusters Score -2805060 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2805208.000000 Penalty: 4987.453613
	Iteration 24Q: 3 clusters Score -2805208 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2805346.750000 Penalty: 4987.453613
	Iteration 25Q: 3 clusters Score -2805347 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2805448.250000 Penalty: 4987.453613
	Iteration 26Q: 3 clusters Score -2805448 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2805525.250000 Penalty: 4987.453613
	Iteration 27Q: 3 clusters Score -2805525 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2805567.500000 Penalty: 4987.453613
	Iteration 28Q: 3 clusters Score -2805568 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2805625.500000 Penalty: 4987.453613
	Iteration 29Q: 3 clusters Score -2805626 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2805661.250000 Penalty: 4987.453613
	Iteration 30Q: 3 clusters Score -2805661 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2805700.250000 Penalty: 4987.453613
	Iteration 31Q: 3 clusters Score -2805700 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2805748.250000 Penalty: 4987.453613
	Iteration 32Q: 3 clusters Score -2805748 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2805771.000000 Penalty: 4987.453613
	Iteration 33Q: 3 clusters Score -2805771 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2805796.500000 Penalty: 4987.453613
	Iteration 34Q: 3 clusters Score -2805796 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2805813.000000 Penalty: 4987.453613
	Iteration 35Q: 3 clusters Score -2805813 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2805845.750000 Penalty: 4987.453613
	Iteration 36Q: 3 clusters Score -2805846 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2805866.750000 Penalty: 4987.453613
	Iteration 37Q: 3 clusters Score -2805867 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2805876.250000 Penalty: 4987.453613
	Iteration 38Q: 3 clusters Score -2805876 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2805894.250000 Penalty: 4987.453613
	Iteration 39Q: 3 clusters Score -2805894 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2805911.750000 Penalty: 4987.453613
	Iteration 40F: 3 clusters Score -2805912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2805920.250000 Penalty: 4987.453613
	Iteration 41Q: 3 clusters Score -2805920 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2805938.250000 Penalty: 4987.453613
	Iteration 42Q: 3 clusters Score -2805938 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2805951.750000 Penalty: 4987.453613
	Iteration 43Q: 3 clusters Score -2805952 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -2805958.250000 Penalty: 4987.453613
	Iteration 44Q: 3 clusters Score -2805958 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -2805968.250000 Penalty: 4987.453613
	Iteration 45Q: 3 clusters Score -2805968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2805981.500000 Penalty: 4987.453613
	Iteration 46Q: 3 clusters Score -2805982 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2805991.250000 Penalty: 4987.453613
	Iteration 47Q: 3 clusters Score -2805991 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2806001.500000 Penalty: 4987.453613
	Iteration 48Q: 3 clusters Score -2806002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2806011.500000 Penalty: 4987.453613
	Iteration 49Q: 3 clusters Score -2806012 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -2806020.500000 Penalty: 4987.453613
	Iteration 50Q: 3 clusters Score -2806020 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -2806034.250000 Penalty: 4987.453613
	Iteration 51Q: 3 clusters Score -2806034 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2806049.750000 Penalty: 4987.453613
	Iteration 52Q: 3 clusters Score -2806050 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2806068.500000 Penalty: 4987.453613
	Iteration 53Q: 3 clusters Score -2806068 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2806085.000000 Penalty: 4987.453613
	Iteration 54Q: 3 clusters Score -2806085 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2806105.500000 Penalty: 4987.453613
	Iteration 55Q: 3 clusters Score -2806106 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -2806128.500000 Penalty: 4987.453613
	Iteration 56Q: 3 clusters Score -2806128 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -2806142.500000 Penalty: 4987.453613
	Iteration 57Q: 3 clusters Score -2806142 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2806168.250000 Penalty: 4987.453613
	Iteration 58Q: 3 clusters Score -2806168 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2806188.750000 Penalty: 4987.453613
	Iteration 59Q: 3 clusters Score -2806189 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2806211.500000 Penalty: 4987.453613
	Iteration 60F: 3 clusters Score -2806212 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -2806230.250000 Penalty: 4987.453613
	Iteration 61Q: 3 clusters Score -2806230 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -2806266.250000 Penalty: 4987.453613
	Iteration 62Q: 3 clusters Score -2806266 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2806291.500000 Penalty: 4987.453613
	Iteration 63Q: 3 clusters Score -2806292 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2806311.250000 Penalty: 4987.453613
	Iteration 64Q: 3 clusters Score -2806311 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2806327.000000 Penalty: 4987.453613
	Iteration 65Q: 3 clusters Score -2806327 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -2806345.250000 Penalty: 4987.453613
	Iteration 66Q: 3 clusters Score -2806345 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2806366.250000 Penalty: 4987.453613
	Iteration 67Q: 3 clusters Score -2806366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -2806385.250000 Penalty: 4987.453613
	Iteration 68Q: 3 clusters Score -2806385 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2806398.500000 Penalty: 4987.453613
	Iteration 69Q: 3 clusters Score -2806398 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2806411.000000 Penalty: 4987.453613
	Iteration 70Q: 3 clusters Score -2806411 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2806415.000000 Penalty: 4987.453613
	Iteration 71Q: 3 clusters Score -2806415 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2806434.000000 Penalty: 4987.453613
	Iteration 72Q: 3 clusters Score -2806434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -2806439.000000 Penalty: 4987.453613
	Iteration 73Q: 3 clusters Score -2806439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2806443.500000 Penalty: 4987.453613
	Iteration 74Q: 3 clusters Score -2806444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -2806450.000000 Penalty: 4987.453613
	Iteration 75Q: 3 clusters Score -2806450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -2806462.750000 Penalty: 4987.453613
	Iteration 76Q: 3 clusters Score -2806463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2806464.500000 Penalty: 4987.453613
	Iteration 77Q: 3 clusters Score -2806464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2806470.000000 Penalty: 4987.453613
	Iteration 78Q: 3 clusters Score -2806470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2806465.250000 Penalty: 4987.453613
	Iteration 79Q: 3 clusters Score -2806465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -2806471.250000 Penalty: 4987.453613
	Iteration 80F: 3 clusters Score -2806471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2806471.500000 Penalty: 4987.453613
	Iteration 81Q: 3 clusters Score -2806472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2806470.500000 Penalty: 4987.453613
	Iteration 82Q: 3 clusters Score -2806470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2806474.750000 Penalty: 4987.453613
	Iteration 83Q: 3 clusters Score -2806475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2806472.250000 Penalty: 4987.453613
	Iteration 84Q: 3 clusters Score -2806472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2806471.250000 Penalty: 4987.453613
	Iteration 85Q: 3 clusters Score -2806471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2806471.250000 Penalty: 4987.453613
	Iteration 86F: 3 clusters Score -2806471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Entering Unmasked Estep 
Score: -498588.031250 Penalty: 2063.350342
	Iteration 0F: 2 clusters Score -498588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -494674.437500 Penalty: 4126.700684
	Iteration 0F: 3 clusters Score -494674.4 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -495594.593750 Penalty: 4126.700684
	Iteration 1F: 3 clusters Score -495594.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -495766.437500 Penalty: 4126.700684
	Iteration 2F: 3 clusters Score -495766.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -495861.156250 Penalty: 4126.700684
	Iteration 3Q: 3 clusters Score -495861.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -495931.812500 Penalty: 4126.700684
	Iteration 4Q: 3 clusters Score -495931.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -495977.343750 Penalty: 4126.700684
	Iteration 5Q: 3 clusters Score -495977.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -496012.343750 Penalty: 4126.700684
	Iteration 6Q: 3 clusters Score -496012.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -496044.187500 Penalty: 4126.700684
	Iteration 7Q: 3 clusters Score -496044.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -496074.562500 Penalty: 4126.700684
	Iteration 8Q: 3 clusters Score -496074.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -496100.187500 Penalty: 4126.700684
	Iteration 9Q: 3 clusters Score -496100.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -496119.562500 Penalty: 4126.700684
	Iteration 10Q: 3 clusters Score -496119.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -496141.250000 Penalty: 4126.700684
	Iteration 11Q: 3 clusters Score -496141.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -496161.218750 Penalty: 4126.700684
	Iteration 12Q: 3 clusters Score -496161.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -496183.656250 Penalty: 4126.700684
	Iteration 13Q: 3 clusters Score -496183.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -496205.218750 Penalty: 4126.700684
	Iteration 14Q: 3 clusters Score -496205.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -496224.125000 Penalty: 4126.700684
	Iteration 15Q: 3 clusters Score -496224.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -496247.343750 Penalty: 4126.700684
	Iteration 16Q: 3 clusters Score -496247.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -496271.937500 Penalty: 4126.700684
	Iteration 17Q: 3 clusters Score -496271.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -496294.875000 Penalty: 4126.700684
	Iteration 18Q: 3 clusters Score -496294.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -496314.437500 Penalty: 4126.700684
	Iteration 19Q: 3 clusters Score -496314.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -496337.625000 Penalty: 4126.700684
	Iteration 20F: 3 clusters Score -496337.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -496359.843750 Penalty: 4126.700684
	Iteration 21Q: 3 clusters Score -496359.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -496378.500000 Penalty: 4126.700684
	Iteration 22Q: 3 clusters Score -496378.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -496397.437500 Penalty: 4126.700684
	Iteration 23Q: 3 clusters Score -496397.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -496417.906250 Penalty: 4126.700684
	Iteration 24Q: 3 clusters Score -496417.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -496434.343750 Penalty: 4126.700684
	Iteration 25Q: 3 clusters Score -496434.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -496448.937500 Penalty: 4126.700684
	Iteration 26Q: 3 clusters Score -496448.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -496461.875000 Penalty: 4126.700684
	Iteration 27Q: 3 clusters Score -496461.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -496478.031250 Penalty: 4126.700684
	Iteration 28Q: 3 clusters Score -496478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -496497.875000 Penalty: 4126.700684
	Iteration 29Q: 3 clusters Score -496497.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -496525.093750 Penalty: 4126.700684
	Iteration 30Q: 3 clusters Score -496525.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -496550.343750 Penalty: 4126.700684
	Iteration 31Q: 3 clusters Score -496550.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -496578.343750 Penalty: 4126.700684
	Iteration 32Q: 3 clusters Score -496578.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -496610.093750 Penalty: 4126.700684
	Iteration 33Q: 3 clusters Score -496610.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -496653.062500 Penalty: 4126.700684
	Iteration 34Q: 3 clusters Score -496653.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -496684.312500 Penalty: 4126.700684
	Iteration 35Q: 3 clusters Score -496684.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -496711.718750 Penalty: 4126.700684
	Iteration 36Q: 3 clusters Score -496711.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -496738.437500 Penalty: 4126.700684
	Iteration 37Q: 3 clusters Score -496738.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -496765.593750 Penalty: 4126.700684
	Iteration 38Q: 3 clusters Score -496765.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -496785.781250 Penalty: 4126.700684
	Iteration 39Q: 3 clusters Score -496785.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -496801.843750 Penalty: 4126.700684
	Iteration 40F: 3 clusters Score -496801.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -496825.437500 Penalty: 4126.700684
	Iteration 41Q: 3 clusters Score -496825.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -496844.656250 Penalty: 4126.700684
	Iteration 42Q: 3 clusters Score -496844.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -496855.812500 Penalty: 4126.700684
	Iteration 43Q: 3 clusters Score -496855.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -496865.937500 Penalty: 4126.700684
	Iteration 44Q: 3 clusters Score -496865.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -496880.218750 Penalty: 4126.700684
	Iteration 45Q: 3 clusters Score -496880.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -496887.468750 Penalty: 4126.700684
	Iteration 46Q: 3 clusters Score -496887.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -496893.843750 Penalty: 4126.700684
	Iteration 47Q: 3 clusters Score -496893.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -496901.812500 Penalty: 4126.700684
	Iteration 48Q: 3 clusters Score -496901.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -496910.156250 Penalty: 4126.700684
	Iteration 49Q: 3 clusters Score -496910.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -496918.125000 Penalty: 4126.700684
	Iteration 50Q: 3 clusters Score -496918.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -496923.781250 Penalty: 4126.700684
	Iteration 51Q: 3 clusters Score -496923.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -496927.875000 Penalty: 4126.700684
	Iteration 52Q: 3 clusters Score -496927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -496929.062500 Penalty: 4126.700684
	Iteration 53Q: 3 clusters Score -496929.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -496929.062500 Penalty: 4126.700684
	Iteration 54F: 3 clusters Score -496929.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -76743.812500 Penalty: 1647.659912
	Iteration 0F: 2 clusters Score -76743.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -75160.523438 Penalty: 3295.319824
	Iteration 0F: 3 clusters Score -75160.52 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -75699.546875 Penalty: 3295.319824
	Iteration 1F: 3 clusters Score -75699.55 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -76261.890625 Penalty: 3295.319824
	Iteration 2F: 3 clusters Score -76261.89 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -76564.257812 Penalty: 3295.319824
	Iteration 3F: 3 clusters Score -76564.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -76900.585938 Penalty: 3295.319824
	Iteration 4Q: 3 clusters Score -76900.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -77060.820312 Penalty: 3295.319824
	Iteration 5Q: 3 clusters Score -77060.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -77105.585938 Penalty: 3295.319824
	Iteration 6Q: 3 clusters Score -77105.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -77119.414062 Penalty: 3295.319824
	Iteration 7Q: 3 clusters Score -77119.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -77133.031250 Penalty: 3295.319824
	Iteration 8Q: 3 clusters Score -77133.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -77139.164062 Penalty: 3295.319824
	Iteration 9Q: 3 clusters Score -77139.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -77149.898438 Penalty: 3295.319824
	Iteration 10Q: 3 clusters Score -77149.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -77158.226562 Penalty: 3295.319824
	Iteration 11Q: 3 clusters Score -77158.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -77160.734375 Penalty: 3295.319824
	Iteration 12Q: 3 clusters Score -77160.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -77165.500000 Penalty: 3295.319824
	Iteration 13Q: 3 clusters Score -77165.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -77166.710938 Penalty: 3295.319824
	Iteration 14Q: 3 clusters Score -77166.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -77168.023438 Penalty: 3295.319824
	Iteration 15Q: 3 clusters Score -77168.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -77178.468750 Penalty: 3295.319824
	Iteration 16Q: 3 clusters Score -77178.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -77184.335938 Penalty: 3295.319824
	Iteration 17Q: 3 clusters Score -77184.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -77187.000000 Penalty: 3295.319824
	Iteration 18Q: 3 clusters Score -77187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -77192.640625 Penalty: 3295.319824
	Iteration 19Q: 3 clusters Score -77192.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -77199.132812 Penalty: 3295.319824
	Iteration 20F: 3 clusters Score -77199.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -77210.914062 Penalty: 3295.319824
	Iteration 21Q: 3 clusters Score -77210.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -77221.703125 Penalty: 3295.319824
	Iteration 22Q: 3 clusters Score -77221.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -77253.062500 Penalty: 3295.319824
	Iteration 23Q: 3 clusters Score -77253.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -77319.101562 Penalty: 3295.319824
	Iteration 24Q: 3 clusters Score -77319.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -77413.843750 Penalty: 3295.319824
	Iteration 25Q: 3 clusters Score -77413.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -77417.914062 Penalty: 3295.319824
	Iteration 26Q: 3 clusters Score -77417.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -77426.078125 Penalty: 3295.319824
	Iteration 27Q: 3 clusters Score -77426.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -77445.562500 Penalty: 3295.319824
	Iteration 28Q: 3 clusters Score -77445.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -77489.132812 Penalty: 3295.319824
	Iteration 29Q: 3 clusters Score -77489.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -77517.476562 Penalty: 3295.319824
	Iteration 30Q: 3 clusters Score -77517.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -77544.007812 Penalty: 3295.319824
	Iteration 31Q: 3 clusters Score -77544.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -77581.828125 Penalty: 3295.319824
	Iteration 32Q: 3 clusters Score -77581.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -77643.875000 Penalty: 3295.319824
	Iteration 33Q: 3 clusters Score -77643.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -77760.531250 Penalty: 3295.319824
	Iteration 34Q: 3 clusters Score -77760.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -77772.929688 Penalty: 3295.319824
	Iteration 35Q: 3 clusters Score -77772.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -77778.492188 Penalty: 3295.319824
	Iteration 36Q: 3 clusters Score -77778.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -77778.492188 Penalty: 3295.319824
	Iteration 37F: 3 clusters Score -77778.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 14489 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 8547 members 
Mstep: Class 6 contains 3173 members 
Mstep: Class 7 contains 191892 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 37834 members 
Mstep: Class 10 contains 283148 members 
Mstep: Class 11 contains 58820 members 
Mstep: Class 12 contains 301463 members 
Mstep: Class 13 contains 10441 members 
Mstep: Class 14 contains 30002 members 
Mstep: Class 15 contains 6721 members 
Mstep: Class 16 contains 19360 members 
Mstep: Class 17 contains 39471 members 
Mstep: Class 18 contains 9574 members 
Mstep: Class 19 contains 23685 members 
Mstep: Class 20 contains 23280 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 203 members 
Mstep: Class 23 contains 92347 members 
Mstep: Class 24 contains 82079 members 
Mstep: Class 25 contains 856 members 
Mstep: Class 26 contains 565 members 
Entering Unmasked Estep 
Score: -154576480.000000 Penalty: 90644.539062
Splitting cluster 22 changes total score from -154577184.000000 to -154576480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (92347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92347 members 
Entering Unmasked Estep 
Score: -11648457.000000 Penalty: 2835.460449
	Iteration 0F: 2 clusters Score -1.164846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -11586907.000000 Penalty: 5670.920898
	Iteration 0F: 3 clusters Score -1.158691e+07 nChanged 43471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -11611525.000000 Penalty: 5670.920898
	Iteration 1F: 3 clusters Score -1.161152e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -11612180.000000 Penalty: 5670.920898
	Iteration 2Q: 3 clusters Score -1.161218e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -11612880.000000 Penalty: 5670.920898
	Iteration 3Q: 3 clusters Score -1.161288e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 52477 members 
Entering Unmasked Estep 
Score: -11613863.000000 Penalty: 5670.920898
	Iteration 4Q: 3 clusters Score -1.161386e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 55847 members 
Entering Unmasked Estep 
Score: -11615364.000000 Penalty: 5670.920898
	Iteration 5Q: 3 clusters Score -1.161536e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 60482 members 
Entering Unmasked Estep 
Score: -11617947.000000 Penalty: 5670.920898
	Iteration 6F: 3 clusters Score -1.161795e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 66685 members 
Entering Unmasked Estep 
Score: -11622369.000000 Penalty: 5670.920898
	Iteration 7F: 3 clusters Score -1.162237e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 74076 members 
Entering Unmasked Estep 
Score: -11628771.000000 Penalty: 5670.920898
	Iteration 8F: 3 clusters Score -1.162877e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 81329 members 
Entering Unmasked Estep 
Score: -11635708.000000 Penalty: 5670.920898
	Iteration 9F: 3 clusters Score -1.163571e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 86721 members 
Entering Unmasked Estep 
Score: -11641041.000000 Penalty: 5670.920898
	Iteration 10F: 3 clusters Score -1.164104e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 89660 members 
Entering Unmasked Estep 
Score: -11643858.000000 Penalty: 5670.920898
	Iteration 11Q: 3 clusters Score -1.164386e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 90938 members 
Entering Unmasked Estep 
Score: -11645067.000000 Penalty: 5670.920898
	Iteration 12Q: 3 clusters Score -1.164507e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 91480 members 
Entering Unmasked Estep 
Score: -11645656.000000 Penalty: 5670.920898
	Iteration 13Q: 3 clusters Score -1.164566e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 91685 members 
Entering Unmasked Estep 
Score: -11645845.000000 Penalty: 5670.920898
	Iteration 14Q: 3 clusters Score -1.164584e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 91775 members 
Entering Unmasked Estep 
Score: -11645954.000000 Penalty: 5670.920898
	Iteration 15Q: 3 clusters Score -1.164595e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 91823 members 
Entering Unmasked Estep 
Score: -11645993.000000 Penalty: 5670.920898
	Iteration 16Q: 3 clusters Score -1.164599e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 91855 members 
Entering Unmasked Estep 
Score: -11646010.000000 Penalty: 5670.920898
	Iteration 17Q: 3 clusters Score -1.164601e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 91881 members 
Entering Unmasked Estep 
Score: -11646049.000000 Penalty: 5670.920898
	Iteration 18Q: 3 clusters Score -1.164605e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 91899 members 
Entering Unmasked Estep 
Score: -11646079.000000 Penalty: 5670.920898
	Iteration 19Q: 3 clusters Score -1.164608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 91913 members 
Entering Unmasked Estep 
Score: -11646082.000000 Penalty: 5670.920898
	Iteration 20F: 3 clusters Score -1.164608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 91919 members 
Entering Unmasked Estep 
Score: -11646095.000000 Penalty: 5670.920898
	Iteration 21Q: 3 clusters Score -1.16461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 91922 members 
Entering Unmasked Estep 
Score: -11646099.000000 Penalty: 5670.920898
	Iteration 22Q: 3 clusters Score -1.16461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 91923 members 
Entering Unmasked Estep 
Score: -11646102.000000 Penalty: 5670.920898
	Iteration 23Q: 3 clusters Score -1.16461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 91924 members 
Entering Unmasked Estep 
Score: -11646116.000000 Penalty: 5670.920898
	Iteration 24Q: 3 clusters Score -1.164612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 91923 members 
Entering Unmasked Estep 
Score: -11646113.000000 Penalty: 5670.920898
	Iteration 25Q: 3 clusters Score -1.164611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 91924 members 
Entering Unmasked Estep 
Score: -11646102.000000 Penalty: 5670.920898
	Iteration 26Q: 3 clusters Score -1.16461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 91925 members 
Entering Unmasked Estep 
Score: -11646106.000000 Penalty: 5670.920898
	Iteration 27Q: 3 clusters Score -1.164611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 91929 members 
Entering Unmasked Estep 
Score: -11646119.000000 Penalty: 5670.920898
	Iteration 28Q: 3 clusters Score -1.164612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 91931 members 
Entering Unmasked Estep 
Score: -11646121.000000 Penalty: 5670.920898
	Iteration 29Q: 3 clusters Score -1.164612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 91931 members 
Entering Unmasked Estep 
Score: -11646121.000000 Penalty: 5670.920898
	Iteration 30Q: 3 clusters Score -1.164612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 91931 members 
Entering Unmasked Estep 
Score: -11646121.000000 Penalty: 5670.920898
	Iteration 31F: 3 clusters Score -1.164612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (82079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82079 members 
Entering Unmasked Estep 
Score: -9929696.000000 Penalty: 2806.228516
	Iteration 0F: 2 clusters Score -9929696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -9874878.000000 Penalty: 5612.457031
	Iteration 0F: 3 clusters Score -9874878 nChanged 38487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -9896740.000000 Penalty: 5612.457031
	Iteration 1F: 3 clusters Score -9896740 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -9897625.000000 Penalty: 5612.457031
	Iteration 2Q: 3 clusters Score -9897625 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -9898721.000000 Penalty: 5612.457031
	Iteration 3Q: 3 clusters Score -9898721 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -9899955.000000 Penalty: 5612.457031
	Iteration 4Q: 3 clusters Score -9899955 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -9901390.000000 Penalty: 5612.457031
	Iteration 5Q: 3 clusters Score -9901390 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -9903214.000000 Penalty: 5612.457031
	Iteration 6Q: 3 clusters Score -9903214 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -9905169.000000 Penalty: 5612.457031
	Iteration 7F: 3 clusters Score -9905169 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -9907162.000000 Penalty: 5612.457031
	Iteration 8F: 3 clusters Score -9907162 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -9909067.000000 Penalty: 5612.457031
	Iteration 9Q: 3 clusters Score -9909067 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -9910472.000000 Penalty: 5612.457031
	Iteration 10Q: 3 clusters Score -9910472 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -9911299.000000 Penalty: 5612.457031
	Iteration 11Q: 3 clusters Score -9911299 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -9911832.000000 Penalty: 5612.457031
	Iteration 12Q: 3 clusters Score -9911832 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -9912043.000000 Penalty: 5612.457031
	Iteration 13Q: 3 clusters Score -9912043 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -9912253.000000 Penalty: 5612.457031
	Iteration 14Q: 3 clusters Score -9912253 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -9912413.000000 Penalty: 5612.457031
	Iteration 15Q: 3 clusters Score -9912413 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -9912528.000000 Penalty: 5612.457031
	Iteration 16Q: 3 clusters Score -9912528 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -9912591.000000 Penalty: 5612.457031
	Iteration 17Q: 3 clusters Score -9912591 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -9912656.000000 Penalty: 5612.457031
	Iteration 18Q: 3 clusters Score -9912656 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -9912724.000000 Penalty: 5612.457031
	Iteration 19Q: 3 clusters Score -9912724 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -9912807.000000 Penalty: 5612.457031
	Iteration 20F: 3 clusters Score -9912807 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -9912906.000000 Penalty: 5612.457031
	Iteration 21Q: 3 clusters Score -9912906 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -9913019.000000 Penalty: 5612.457031
	Iteration 22Q: 3 clusters Score -9913019 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -9913158.000000 Penalty: 5612.457031
	Iteration 23Q: 3 clusters Score -9913158 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -9913299.000000 Penalty: 5612.457031
	Iteration 24Q: 3 clusters Score -9913299 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -9913415.000000 Penalty: 5612.457031
	Iteration 25Q: 3 clusters Score -9913415 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53738 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -9913580.000000 Penalty: 5612.457031
	Iteration 26Q: 3 clusters Score -9913580 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -9913725.000000 Penalty: 5612.457031
	Iteration 27Q: 3 clusters Score -9913725 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55104 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -9913916.000000 Penalty: 5612.457031
	Iteration 28Q: 3 clusters Score -9913916 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55974 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -9914182.000000 Penalty: 5612.457031
	Iteration 29Q: 3 clusters Score -9914182 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56953 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -9914466.000000 Penalty: 5612.457031
	Iteration 30Q: 3 clusters Score -9914466 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58109 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -9914871.000000 Penalty: 5612.457031
	Iteration 31Q: 3 clusters Score -9914871 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59473 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -9915503.000000 Penalty: 5612.457031
	Iteration 32Q: 3 clusters Score -9915503 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -9916354.000000 Penalty: 5612.457031
	Iteration 33Q: 3 clusters Score -9916354 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62680 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -9917510.000000 Penalty: 5612.457031
	Iteration 34Q: 3 clusters Score -9917510 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64433 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -9918849.000000 Penalty: 5612.457031
	Iteration 35Q: 3 clusters Score -9918849 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66123 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -9920259.000000 Penalty: 5612.457031
	Iteration 36Q: 3 clusters Score -9920259 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67639 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -9921660.000000 Penalty: 5612.457031
	Iteration 37Q: 3 clusters Score -9921660 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68972 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -9922752.000000 Penalty: 5612.457031
	Iteration 38Q: 3 clusters Score -9922752 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70093 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -9923577.000000 Penalty: 5612.457031
	Iteration 39Q: 3 clusters Score -9923577 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71019 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -9924253.000000 Penalty: 5612.457031
	Iteration 40F: 3 clusters Score -9924253 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71825 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -9924737.000000 Penalty: 5612.457031
	Iteration 41Q: 3 clusters Score -9924737 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72502 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -9925110.000000 Penalty: 5612.457031
	Iteration 42Q: 3 clusters Score -9925110 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73097 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -9925338.000000 Penalty: 5612.457031
	Iteration 43Q: 3 clusters Score -9925338 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73555 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -9925544.000000 Penalty: 5612.457031
	Iteration 44Q: 3 clusters Score -9925544 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73952 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -9925726.000000 Penalty: 5612.457031
	Iteration 45Q: 3 clusters Score -9925726 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74330 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -9925868.000000 Penalty: 5612.457031
	Iteration 46Q: 3 clusters Score -9925868 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74693 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -9926003.000000 Penalty: 5612.457031
	Iteration 47Q: 3 clusters Score -9926003 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75005 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -9926118.000000 Penalty: 5612.457031
	Iteration 48Q: 3 clusters Score -9926118 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75299 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -9926226.000000 Penalty: 5612.457031
	Iteration 49Q: 3 clusters Score -9926226 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75570 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -9926322.000000 Penalty: 5612.457031
	Iteration 50Q: 3 clusters Score -9926322 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75830 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -9926370.000000 Penalty: 5612.457031
	Iteration 51Q: 3 clusters Score -9926370 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76077 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -9926427.000000 Penalty: 5612.457031
	Iteration 52Q: 3 clusters Score -9926427 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76284 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -9926500.000000 Penalty: 5612.457031
	Iteration 53Q: 3 clusters Score -9926500 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -9926533.000000 Penalty: 5612.457031
	Iteration 54Q: 3 clusters Score -9926533 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76658 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -9926555.000000 Penalty: 5612.457031
	Iteration 55Q: 3 clusters Score -9926555 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76822 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -9926572.000000 Penalty: 5612.457031
	Iteration 56Q: 3 clusters Score -9926572 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76972 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -9926608.000000 Penalty: 5612.457031
	Iteration 57Q: 3 clusters Score -9926608 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77115 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -9926611.000000 Penalty: 5612.457031
	Iteration 58Q: 3 clusters Score -9926611 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77234 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -9926652.000000 Penalty: 5612.457031
	Iteration 59Q: 3 clusters Score -9926652 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77341 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -9926687.000000 Penalty: 5612.457031
	Iteration 60F: 3 clusters Score -9926687 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77450 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9926689 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77542 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9926695 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77628 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -9926713.000000 Penalty: 5612.457031
	Iteration 63Q: 3 clusters Score -9926713 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77710 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -9926726.000000 Penalty: 5612.457031
	Iteration 64Q: 3 clusters Score -9926726 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77786 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -9926730.000000 Penalty: 5612.457031
	Iteration 65Q: 3 clusters Score -9926730 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77857 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -9926729.000000 Penalty: 5612.457031
	Iteration 66Q: 3 clusters Score -9926729 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77923 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -9926743.000000 Penalty: 5612.457031
	Iteration 67Q: 3 clusters Score -9926743 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78004 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -9926759.000000 Penalty: 5612.457031
	Iteration 68Q: 3 clusters Score -9926759 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78079 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -9926768.000000 Penalty: 5612.457031
	Iteration 69Q: 3 clusters Score -9926768 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78154 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -9926798.000000 Penalty: 5612.457031
	Iteration 70Q: 3 clusters Score -9926798 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78221 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -9926809.000000 Penalty: 5612.457031
	Iteration 71Q: 3 clusters Score -9926809 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78270 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -9926811.000000 Penalty: 5612.457031
	Iteration 72Q: 3 clusters Score -9926811 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78317 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -9926803.000000 Penalty: 5612.457031
	Iteration 73Q: 3 clusters Score -9926803 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78355 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -9926793.000000 Penalty: 5612.457031
	Iteration 74Q: 3 clusters Score -9926793 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78387 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -9926808.000000 Penalty: 5612.457031
	Iteration 75Q: 3 clusters Score -9926808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78420 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -9926810.000000 Penalty: 5612.457031
	Iteration 76Q: 3 clusters Score -9926810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78447 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -9926808.000000 Penalty: 5612.457031
	Iteration 77Q: 3 clusters Score -9926808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78478 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -9926817.000000 Penalty: 5612.457031
	Iteration 78Q: 3 clusters Score -9926817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78505 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -9926818.000000 Penalty: 5612.457031
	Iteration 79Q: 3 clusters Score -9926818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78530 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -9926838.000000 Penalty: 5612.457031
	Iteration 80F: 3 clusters Score -9926838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78552 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -9926843.000000 Penalty: 5612.457031
	Iteration 81Q: 3 clusters Score -9926843 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78580 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -9926825.000000 Penalty: 5612.457031
	Iteration 82Q: 3 clusters Score -9926825 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78617 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -9926825.000000 Penalty: 5612.457031
	Iteration 83Q: 3 clusters Score -9926825 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78652 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -9926837.000000 Penalty: 5612.457031
	Iteration 84Q: 3 clusters Score -9926837 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78691 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -9926846.000000 Penalty: 5612.457031
	Iteration 85Q: 3 clusters Score -9926846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78735 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -9926871.000000 Penalty: 5612.457031
	Iteration 86Q: 3 clusters Score -9926871 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78767 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -9926871.000000 Penalty: 5612.457031
	Iteration 87Q: 3 clusters Score -9926871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78795 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -9926893.000000 Penalty: 5612.457031
	Iteration 88Q: 3 clusters Score -9926893 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78821 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -9926901.000000 Penalty: 5612.457031
	Iteration 89Q: 3 clusters Score -9926901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78840 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -9926909.000000 Penalty: 5612.457031
	Iteration 90Q: 3 clusters Score -9926909 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78866 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -9926926.000000 Penalty: 5612.457031
	Iteration 91Q: 3 clusters Score -9926926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78886 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -9926921.000000 Penalty: 5612.457031
	Iteration 92Q: 3 clusters Score -9926921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -9926927.000000 Penalty: 5612.457031
	Iteration 93Q: 3 clusters Score -9926927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -9926916.000000 Penalty: 5612.457031
	Iteration 94Q: 3 clusters Score -9926916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78957 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -9926913.000000 Penalty: 5612.457031
	Iteration 95Q: 3 clusters Score -9926913 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78983 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -9926927.000000 Penalty: 5612.457031
	Iteration 96Q: 3 clusters Score -9926927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79005 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -9926937.000000 Penalty: 5612.457031
	Iteration 97Q: 3 clusters Score -9926937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79028 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -9926934.000000 Penalty: 5612.457031
	Iteration 98Q: 3 clusters Score -9926934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79059 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -9926942.000000 Penalty: 5612.457031
	Iteration 99Q: 3 clusters Score -9926942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79083 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -9926958.000000 Penalty: 5612.457031
	Iteration 100F: 3 clusters Score -9926958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79110 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -9926982.000000 Penalty: 5612.457031
	Iteration 101Q: 3 clusters Score -9926982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -9926974.000000 Penalty: 5612.457031
	Iteration 102Q: 3 clusters Score -9926974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79165 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -9926956.000000 Penalty: 5612.457031
	Iteration 103Q: 3 clusters Score -9926956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79194 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -9926958.000000 Penalty: 5612.457031
	Iteration 104Q: 3 clusters Score -9926958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79219 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -9926969.000000 Penalty: 5612.457031
	Iteration 105Q: 3 clusters Score -9926969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79243 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -9926966.000000 Penalty: 5612.457031
	Iteration 106Q: 3 clusters Score -9926966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79276 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -9926988.000000 Penalty: 5612.457031
	Iteration 107Q: 3 clusters Score -9926988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79300 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -9926983.000000 Penalty: 5612.457031
	Iteration 108Q: 3 clusters Score -9926983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79330 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -9926993.000000 Penalty: 5612.457031
	Iteration 109Q: 3 clusters Score -9926993 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79367 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -9926999.000000 Penalty: 5612.457031
	Iteration 110Q: 3 clusters Score -9926999 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79403 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -9926991.000000 Penalty: 5612.457031
	Iteration 111Q: 3 clusters Score -9926991 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79449 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -9926992.000000 Penalty: 5612.457031
	Iteration 112Q: 3 clusters Score -9926992 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79497 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -9926998.000000 Penalty: 5612.457031
	Iteration 113Q: 3 clusters Score -9926998 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79536 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -9927004.000000 Penalty: 5612.457031
	Iteration 114Q: 3 clusters Score -9927004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79577 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -9927005.000000 Penalty: 5612.457031
	Iteration 115Q: 3 clusters Score -9927005 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79613 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -9926998.000000 Penalty: 5612.457031
	Iteration 116Q: 3 clusters Score -9926998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79644 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -9927011.000000 Penalty: 5612.457031
	Iteration 117Q: 3 clusters Score -9927011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79666 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -9927028.000000 Penalty: 5612.457031
	Iteration 118Q: 3 clusters Score -9927028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79683 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -9927045.000000 Penalty: 5612.457031
	Iteration 119Q: 3 clusters Score -9927045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79711 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -9927037.000000 Penalty: 5612.457031
	Iteration 120F: 3 clusters Score -9927037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79738 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -9927045.000000 Penalty: 5612.457031
	Iteration 121Q: 3 clusters Score -9927045 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79762 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -9927064.000000 Penalty: 5612.457031
	Iteration 122Q: 3 clusters Score -9927064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79784 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -9927058.000000 Penalty: 5612.457031
	Iteration 123Q: 3 clusters Score -9927058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79806 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -9927080.000000 Penalty: 5612.457031
	Iteration 124Q: 3 clusters Score -9927080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79833 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -9927081.000000 Penalty: 5612.457031
	Iteration 125Q: 3 clusters Score -9927081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79861 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -9927097.000000 Penalty: 5612.457031
	Iteration 126Q: 3 clusters Score -9927097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79885 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -9927077.000000 Penalty: 5612.457031
	Iteration 127Q: 3 clusters Score -9927077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79910 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -9927076.000000 Penalty: 5612.457031
	Iteration 128Q: 3 clusters Score -9927076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79945 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -9927103.000000 Penalty: 5612.457031
	Iteration 129Q: 3 clusters Score -9927103 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79971 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -9927127.000000 Penalty: 5612.457031
	Iteration 130Q: 3 clusters Score -9927127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79998 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -9927129.000000 Penalty: 5612.457031
	Iteration 131Q: 3 clusters Score -9927129 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80029 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -9927165.000000 Penalty: 5612.457031
	Iteration 132Q: 3 clusters Score -9927165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80052 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -9927164.000000 Penalty: 5612.457031
	Iteration 133Q: 3 clusters Score -9927164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80072 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -9927152.000000 Penalty: 5612.457031
	Iteration 134Q: 3 clusters Score -9927152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80095 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9927158.000000 Penalty: 5612.457031
	Iteration 135Q: 3 clusters Score -9927158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80114 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -9927153.000000 Penalty: 5612.457031
	Iteration 136Q: 3 clusters Score -9927153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -9927172.000000 Penalty: 5612.457031
	Iteration 137Q: 3 clusters Score -9927172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80139 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -9927176.000000 Penalty: 5612.457031
	Iteration 138Q: 3 clusters Score -9927176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80146 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -9927173.000000 Penalty: 5612.457031
	Iteration 139Q: 3 clusters Score -9927173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80151 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -9927178.000000 Penalty: 5612.457031
	Iteration 140F: 3 clusters Score -9927178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80155 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -9927192.000000 Penalty: 5612.457031
	Iteration 141Q: 3 clusters Score -9927192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80155 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -9927192.000000 Penalty: 5612.457031
	Iteration 142F: 3 clusters Score -9927192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Entering Unmasked Estep 
Score: -98878.515625 Penalty: 1674.562988
	Iteration 0F: 2 clusters Score -98878.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -97069.203125 Penalty: 3349.125977
	Iteration 0F: 3 clusters Score -97069.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -97383.351562 Penalty: 3349.125977
	Iteration 1F: 3 clusters Score -97383.35 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -97508.156250 Penalty: 3349.125977
	Iteration 2F: 3 clusters Score -97508.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -97572.187500 Penalty: 3349.125977
	Iteration 3Q: 3 clusters Score -97572.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -97619.718750 Penalty: 3349.125977
	Iteration 4Q: 3 clusters Score -97619.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -97658.085938 Penalty: 3349.125977
	Iteration 5Q: 3 clusters Score -97658.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -97679.718750 Penalty: 3349.125977
	Iteration 6Q: 3 clusters Score -97679.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -97705.828125 Penalty: 3349.125977
	Iteration 7Q: 3 clusters Score -97705.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -97739.070312 Penalty: 3349.125977
	Iteration 8Q: 3 clusters Score -97739.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -97771.203125 Penalty: 3349.125977
	Iteration 9Q: 3 clusters Score -97771.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -97794.414062 Penalty: 3349.125977
	Iteration 10Q: 3 clusters Score -97794.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -97806.187500 Penalty: 3349.125977
	Iteration 11Q: 3 clusters Score -97806.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -97811.335938 Penalty: 3349.125977
	Iteration 12Q: 3 clusters Score -97811.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -97816.468750 Penalty: 3349.125977
	Iteration 13Q: 3 clusters Score -97816.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -97817.367188 Penalty: 3349.125977
	Iteration 14Q: 3 clusters Score -97817.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -97820.000000 Penalty: 3349.125977
	Iteration 15Q: 3 clusters Score -97820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -97827.804688 Penalty: 3349.125977
	Iteration 16Q: 3 clusters Score -97827.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -97835.742188 Penalty: 3349.125977
	Iteration 17Q: 3 clusters Score -97835.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -97839.640625 Penalty: 3349.125977
	Iteration 18Q: 3 clusters Score -97839.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -97839.640625 Penalty: 3349.125977
	Iteration 19F: 3 clusters Score -97839.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 14489 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 8547 members 
Mstep: Class 6 contains 3173 members 
Mstep: Class 7 contains 191892 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 37834 members 
Mstep: Class 10 contains 283148 members 
Mstep: Class 11 contains 58820 members 
Mstep: Class 12 contains 301463 members 
Mstep: Class 13 contains 10441 members 
Mstep: Class 14 contains 30002 members 
Mstep: Class 15 contains 6721 members 
Mstep: Class 16 contains 19360 members 
Mstep: Class 17 contains 39471 members 
Mstep: Class 18 contains 9574 members 
Mstep: Class 19 contains 23685 members 
Mstep: Class 20 contains 23280 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 92347 members 
Mstep: Class 24 contains 82079 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577136.000000 Penalty: 87158.210938
Iteration 119Q: 26 clusters Score -1.545771e+08 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 3113 members 
Mstep: Class 3 contains 14488 members 
Mstep: Class 4 contains 4123 members 
Mstep: Class 5 contains 8545 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 192146 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 37882 members 
Mstep: Class 10 contains 282654 members 
Mstep: Class 11 contains 58863 members 
Mstep: Class 12 contains 301589 members 
Mstep: Class 13 contains 10433 members 
Mstep: Class 14 contains 30042 members 
Mstep: Class 15 contains 6716 members 
Mstep: Class 16 contains 19358 members 
Mstep: Class 17 contains 39469 members 
Mstep: Class 18 contains 9576 members 
Mstep: Class 19 contains 23691 members 
Mstep: Class 20 contains 23281 members 
Mstep: Class 21 contains 4106 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 92342 members 
Mstep: Class 24 contains 82028 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576816.000000 Penalty: 87158.210938
Iteration 120F: 26 clusters Score -1.545768e+08 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 3138 members 
Mstep: Class 3 contains 14494 members 
Mstep: Class 4 contains 4120 members 
Mstep: Class 5 contains 8539 members 
Mstep: Class 6 contains 3139 members 
Mstep: Class 7 contains 192411 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 37938 members 
Mstep: Class 10 contains 282145 members 
Mstep: Class 11 contains 58905 members 
Mstep: Class 12 contains 301696 members 
Mstep: Class 13 contains 10434 members 
Mstep: Class 14 contains 30077 members 
Mstep: Class 15 contains 6713 members 
Mstep: Class 16 contains 19363 members 
Mstep: Class 17 contains 39461 members 
Mstep: Class 18 contains 9579 members 
Mstep: Class 19 contains 23698 members 
Mstep: Class 20 contains 23285 members 
Mstep: Class 21 contains 4106 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 92327 members 
Mstep: Class 24 contains 81982 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576608.000000 Penalty: 87158.210938
Iteration 121Q: 26 clusters Score -1.545766e+08 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 3163 members 
Mstep: Class 3 contains 14493 members 
Mstep: Class 4 contains 4116 members 
Mstep: Class 5 contains 8536 members 
Mstep: Class 6 contains 3122 members 
Mstep: Class 7 contains 192650 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 37987 members 
Mstep: Class 10 contains 281668 members 
Mstep: Class 11 contains 58937 members 
Mstep: Class 12 contains 301806 members 
Mstep: Class 13 contains 10434 members 
Mstep: Class 14 contains 30097 members 
Mstep: Class 15 contains 6712 members 
Mstep: Class 16 contains 19367 members 
Mstep: Class 17 contains 39459 members 
Mstep: Class 18 contains 9578 members 
Mstep: Class 19 contains 23705 members 
Mstep: Class 20 contains 23296 members 
Mstep: Class 21 contains 4106 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 92337 members 
Mstep: Class 24 contains 81938 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576576.000000 Penalty: 87158.210938
Iteration 122Q: 26 clusters Score -1.545766e+08 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 3191 members 
Mstep: Class 3 contains 14499 members 
Mstep: Class 4 contains 4115 members 
Mstep: Class 5 contains 8531 members 
Mstep: Class 6 contains 3092 members 
Mstep: Class 7 contains 192847 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 38041 members 
Mstep: Class 10 contains 281183 members 
Mstep: Class 11 contains 58973 members 
Mstep: Class 12 contains 301945 members 
Mstep: Class 13 contains 10440 members 
Mstep: Class 14 contains 30133 members 
Mstep: Class 15 contains 6709 members 
Mstep: Class 16 contains 19364 members 
Mstep: Class 17 contains 39460 members 
Mstep: Class 18 contains 9584 members 
Mstep: Class 19 contains 23718 members 
Mstep: Class 20 contains 23301 members 
Mstep: Class 21 contains 4106 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 92337 members 
Mstep: Class 24 contains 81884 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576432.000000 Penalty: 87158.210938
Iteration 123Q: 26 clusters Score -1.545764e+08 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 3213 members 
Mstep: Class 3 contains 14509 members 
Mstep: Class 4 contains 4116 members 
Mstep: Class 5 contains 8530 members 
Mstep: Class 6 contains 3063 members 
Mstep: Class 7 contains 193009 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 38103 members 
Mstep: Class 10 contains 280700 members 
Mstep: Class 11 contains 59002 members 
Mstep: Class 12 contains 302112 members 
Mstep: Class 13 contains 10443 members 
Mstep: Class 14 contains 30161 members 
Mstep: Class 15 contains 6704 members 
Mstep: Class 16 contains 19367 members 
Mstep: Class 17 contains 39454 members 
Mstep: Class 18 contains 9586 members 
Mstep: Class 19 contains 23723 members 
Mstep: Class 20 contains 23304 members 
Mstep: Class 21 contains 4106 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 92345 members 
Mstep: Class 24 contains 81838 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576128.000000 Penalty: 87158.210938
Iteration 124Q: 26 clusters Score -1.545761e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 3233 members 
Mstep: Class 3 contains 14510 members 
Mstep: Class 4 contains 4115 members 
Mstep: Class 5 contains 8531 members 
Mstep: Class 6 contains 3043 members 
Mstep: Class 7 contains 193195 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 38165 members 
Mstep: Class 10 contains 280320 members 
Mstep: Class 11 contains 59026 members 
Mstep: Class 12 contains 302160 members 
Mstep: Class 13 contains 10443 members 
Mstep: Class 14 contains 30193 members 
Mstep: Class 15 contains 6704 members 
Mstep: Class 16 contains 19374 members 
Mstep: Class 17 contains 39450 members 
Mstep: Class 18 contains 9583 members 
Mstep: Class 19 contains 23723 members 
Mstep: Class 20 contains 23310 members 
Mstep: Class 21 contains 4106 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 92329 members 
Mstep: Class 24 contains 81801 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576000.000000 Penalty: 87158.210938
Iteration 125Q: 26 clusters Score -1.54576e+08 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 3250 members 
Mstep: Class 3 contains 14512 members 
Mstep: Class 4 contains 4113 members 
Mstep: Class 5 contains 8531 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 7 contains 193394 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 38236 members 
Mstep: Class 10 contains 279951 members 
Mstep: Class 11 contains 59060 members 
Mstep: Class 12 contains 302172 members 
Mstep: Class 13 contains 10441 members 
Mstep: Class 14 contains 30225 members 
Mstep: Class 15 contains 6706 members 
Mstep: Class 16 contains 19374 members 
Mstep: Class 17 contains 39452 members 
Mstep: Class 18 contains 9583 members 
Mstep: Class 19 contains 23734 members 
Mstep: Class 20 contains 23313 members 
Mstep: Class 21 contains 4106 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 92320 members 
Mstep: Class 24 contains 81774 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576048.000000 Penalty: 87158.210938
Iteration 126Q: 26 clusters Score -1.54576e+08 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 3273 members 
Mstep: Class 3 contains 14512 members 
Mstep: Class 4 contains 4112 members 
Mstep: Class 5 contains 8534 members 
Mstep: Class 6 contains 2983 members 
Mstep: Class 7 contains 193569 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 38305 members 
Mstep: Class 10 contains 279545 members 
Mstep: Class 11 contains 59079 members 
Mstep: Class 12 contains 302248 members 
Mstep: Class 13 contains 10457 members 
Mstep: Class 14 contains 30254 members 
Mstep: Class 15 contains 6704 members 
Mstep: Class 16 contains 19373 members 
Mstep: Class 17 contains 39456 members 
Mstep: Class 18 contains 9582 members 
Mstep: Class 19 contains 23744 members 
Mstep: Class 20 contains 23321 members 
Mstep: Class 21 contains 4107 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 92328 members 
Mstep: Class 24 contains 81742 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154575568.000000 Penalty: 87158.210938
Iteration 127Q: 26 clusters Score -1.545756e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 3295 members 
Mstep: Class 3 contains 14514 members 
Mstep: Class 4 contains 4110 members 
Mstep: Class 5 contains 8538 members 
Mstep: Class 6 contains 2957 members 
Mstep: Class 7 contains 193762 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 38365 members 
Mstep: Class 10 contains 279127 members 
Mstep: Class 11 contains 59129 members 
Mstep: Class 12 contains 302276 members 
Mstep: Class 13 contains 10464 members 
Mstep: Class 14 contains 30289 members 
Mstep: Class 15 contains 6702 members 
Mstep: Class 16 contains 19373 members 
Mstep: Class 17 contains 39458 members 
Mstep: Class 18 contains 9582 members 
Mstep: Class 19 contains 23750 members 
Mstep: Class 20 contains 23326 members 
Mstep: Class 21 contains 4107 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 92340 members 
Mstep: Class 24 contains 81724 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154575440.000000 Penalty: 87158.210938
Iteration 128Q: 26 clusters Score -1.545754e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 3333 members 
Mstep: Class 3 contains 14518 members 
Mstep: Class 4 contains 4110 members 
Mstep: Class 5 contains 8539 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 193954 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 38437 members 
Mstep: Class 10 contains 278562 members 
Mstep: Class 11 contains 59177 members 
Mstep: Class 12 contains 302461 members 
Mstep: Class 13 contains 10462 members 
Mstep: Class 14 contains 30334 members 
Mstep: Class 15 contains 6704 members 
Mstep: Class 16 contains 19374 members 
Mstep: Class 17 contains 39453 members 
Mstep: Class 18 contains 9582 members 
Mstep: Class 19 contains 23756 members 
Mstep: Class 20 contains 23333 members 
Mstep: Class 21 contains 4107 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 92355 members 
Mstep: Class 24 contains 81701 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154575360.000000 Penalty: 87158.210938
Iteration 129Q: 26 clusters Score -1.545754e+08 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 3368 members 
Mstep: Class 3 contains 14523 members 
Mstep: Class 4 contains 4110 members 
Mstep: Class 5 contains 8537 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 7 contains 194147 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 38515 members 
Mstep: Class 10 contains 278026 members 
Mstep: Class 11 contains 59229 members 
Mstep: Class 12 contains 302603 members 
Mstep: Class 13 contains 10468 members 
Mstep: Class 14 contains 30360 members 
Mstep: Class 15 contains 6702 members 
Mstep: Class 16 contains 19380 members 
Mstep: Class 17 contains 39454 members 
Mstep: Class 18 contains 9582 members 
Mstep: Class 19 contains 23757 members 
Mstep: Class 20 contains 23334 members 
Mstep: Class 21 contains 4106 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 92392 members 
Mstep: Class 24 contains 81667 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574992.000000 Penalty: 87158.210938
Iteration 130Q: 26 clusters Score -1.54575e+08 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 3400 members 
Mstep: Class 3 contains 14525 members 
Mstep: Class 4 contains 4109 members 
Mstep: Class 5 contains 8536 members 
Mstep: Class 6 contains 2836 members 
Mstep: Class 7 contains 194300 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 38606 members 
Mstep: Class 10 contains 277520 members 
Mstep: Class 11 contains 59294 members 
Mstep: Class 12 contains 302702 members 
Mstep: Class 13 contains 10475 members 
Mstep: Class 14 contains 30387 members 
Mstep: Class 15 contains 6701 members 
Mstep: Class 16 contains 19381 members 
Mstep: Class 17 contains 39456 members 
Mstep: Class 18 contains 9581 members 
Mstep: Class 19 contains 23763 members 
Mstep: Class 20 contains 23333 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 92449 members 
Mstep: Class 24 contains 81629 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574640.000000 Penalty: 87158.210938
Iteration 131Q: 26 clusters Score -1.545746e+08 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 3426 members 
Mstep: Class 3 contains 14524 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 8536 members 
Mstep: Class 6 contains 2816 members 
Mstep: Class 7 contains 194456 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 38679 members 
Mstep: Class 10 contains 277033 members 
Mstep: Class 11 contains 59339 members 
Mstep: Class 12 contains 302821 members 
Mstep: Class 13 contains 10475 members 
Mstep: Class 14 contains 30416 members 
Mstep: Class 15 contains 6704 members 
Mstep: Class 16 contains 19379 members 
Mstep: Class 17 contains 39457 members 
Mstep: Class 18 contains 9575 members 
Mstep: Class 19 contains 23766 members 
Mstep: Class 20 contains 23334 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 92510 members 
Mstep: Class 24 contains 81594 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574688.000000 Penalty: 87158.210938
Iteration 132Q: 26 clusters Score -1.545747e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 14532 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 5 contains 8532 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 194669 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 38756 members 
Mstep: Class 10 contains 276549 members 
Mstep: Class 11 contains 59374 members 
Mstep: Class 12 contains 302829 members 
Mstep: Class 13 contains 10481 members 
Mstep: Class 14 contains 30466 members 
Mstep: Class 15 contains 6706 members 
Mstep: Class 16 contains 19384 members 
Mstep: Class 17 contains 39457 members 
Mstep: Class 18 contains 9572 members 
Mstep: Class 19 contains 23766 members 
Mstep: Class 20 contains 23332 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 92587 members 
Mstep: Class 24 contains 81563 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574368.000000 Penalty: 87158.210938
Iteration 133Q: 26 clusters Score -1.545744e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 3486 members 
Mstep: Class 3 contains 14542 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 5 contains 8532 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 194876 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 38838 members 
Mstep: Class 10 contains 276134 members 
Mstep: Class 11 contains 59404 members 
Mstep: Class 12 contains 302790 members 
Mstep: Class 13 contains 10493 members 
Mstep: Class 14 contains 30496 members 
Mstep: Class 15 contains 6707 members 
Mstep: Class 16 contains 19392 members 
Mstep: Class 17 contains 39448 members 
Mstep: Class 18 contains 9572 members 
Mstep: Class 19 contains 23779 members 
Mstep: Class 20 contains 23334 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 92665 members 
Mstep: Class 24 contains 81508 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574224.000000 Penalty: 87158.210938
Iteration 134Q: 26 clusters Score -1.545742e+08 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 3518 members 
Mstep: Class 3 contains 14552 members 
Mstep: Class 4 contains 4102 members 
Mstep: Class 5 contains 8526 members 
Mstep: Class 6 contains 2750 members 
Mstep: Class 7 contains 195134 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 38912 members 
Mstep: Class 10 contains 275704 members 
Mstep: Class 11 contains 59429 members 
Mstep: Class 12 contains 302730 members 
Mstep: Class 13 contains 10496 members 
Mstep: Class 14 contains 30526 members 
Mstep: Class 15 contains 6712 members 
Mstep: Class 16 contains 19400 members 
Mstep: Class 17 contains 39452 members 
Mstep: Class 18 contains 9570 members 
Mstep: Class 19 contains 23766 members 
Mstep: Class 20 contains 23334 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 92762 members 
Mstep: Class 24 contains 81459 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574256.000000 Penalty: 87158.210938
Iteration 135Q: 26 clusters Score -1.545743e+08 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 3547 members 
Mstep: Class 3 contains 14552 members 
Mstep: Class 4 contains 4101 members 
Mstep: Class 5 contains 8523 members 
Mstep: Class 6 contains 2724 members 
Mstep: Class 7 contains 195337 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 38978 members 
Mstep: Class 10 contains 275337 members 
Mstep: Class 11 contains 59447 members 
Mstep: Class 12 contains 302710 members 
Mstep: Class 13 contains 10501 members 
Mstep: Class 14 contains 30550 members 
Mstep: Class 15 contains 6715 members 
Mstep: Class 16 contains 19403 members 
Mstep: Class 17 contains 39455 members 
Mstep: Class 18 contains 9565 members 
Mstep: Class 19 contains 23771 members 
Mstep: Class 20 contains 23329 members 
Mstep: Class 21 contains 4106 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 92842 members 
Mstep: Class 24 contains 81416 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574096.000000 Penalty: 87158.210938
Iteration 136Q: 26 clusters Score -1.545741e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 3573 members 
Mstep: Class 3 contains 14557 members 
Mstep: Class 4 contains 4102 members 
Mstep: Class 5 contains 8523 members 
Mstep: Class 6 contains 2693 members 
Mstep: Class 7 contains 195540 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 39052 members 
Mstep: Class 10 contains 274925 members 
Mstep: Class 11 contains 59477 members 
Mstep: Class 12 contains 302715 members 
Mstep: Class 13 contains 10504 members 
Mstep: Class 14 contains 30582 members 
Mstep: Class 15 contains 6716 members 
Mstep: Class 16 contains 19405 members 
Mstep: Class 17 contains 39457 members 
Mstep: Class 18 contains 9566 members 
Mstep: Class 19 contains 23779 members 
Mstep: Class 20 contains 23323 members 
Mstep: Class 21 contains 4106 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 92917 members 
Mstep: Class 24 contains 81374 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573760.000000 Penalty: 87158.210938
Iteration 137Q: 26 clusters Score -1.545738e+08 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 3594 members 
Mstep: Class 3 contains 14565 members 
Mstep: Class 4 contains 4102 members 
Mstep: Class 5 contains 8518 members 
Mstep: Class 6 contains 2676 members 
Mstep: Class 7 contains 195743 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 39111 members 
Mstep: Class 10 contains 274540 members 
Mstep: Class 11 contains 59499 members 
Mstep: Class 12 contains 302692 members 
Mstep: Class 13 contains 10509 members 
Mstep: Class 14 contains 30612 members 
Mstep: Class 15 contains 6715 members 
Mstep: Class 16 contains 19408 members 
Mstep: Class 17 contains 39460 members 
Mstep: Class 18 contains 9565 members 
Mstep: Class 19 contains 23782 members 
Mstep: Class 20 contains 23318 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 93000 members 
Mstep: Class 24 contains 81338 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573984.000000 Penalty: 87158.210938
Iteration 138Q: 26 clusters Score -1.54574e+08 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 3617 members 
Mstep: Class 3 contains 14571 members 
Mstep: Class 4 contains 4102 members 
Mstep: Class 5 contains 8509 members 
Mstep: Class 6 contains 2655 members 
Mstep: Class 7 contains 195930 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 39209 members 
Mstep: Class 10 contains 274032 members 
Mstep: Class 11 contains 59508 members 
Mstep: Class 12 contains 302785 members 
Mstep: Class 13 contains 10519 members 
Mstep: Class 14 contains 30643 members 
Mstep: Class 15 contains 6718 members 
Mstep: Class 16 contains 19405 members 
Mstep: Class 17 contains 39459 members 
Mstep: Class 18 contains 9562 members 
Mstep: Class 19 contains 23786 members 
Mstep: Class 20 contains 23316 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 93062 members 
Mstep: Class 24 contains 81304 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573616.000000 Penalty: 87158.210938
Iteration 139Q: 26 clusters Score -1.545736e+08 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 14574 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 8504 members 
Mstep: Class 6 contains 2643 members 
Mstep: Class 7 contains 196094 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 39309 members 
Mstep: Class 10 contains 273594 members 
Mstep: Class 11 contains 59525 members 
Mstep: Class 12 contains 302852 members 
Mstep: Class 13 contains 10525 members 
Mstep: Class 14 contains 30665 members 
Mstep: Class 15 contains 6719 members 
Mstep: Class 16 contains 19403 members 
Mstep: Class 17 contains 39460 members 
Mstep: Class 18 contains 9558 members 
Mstep: Class 19 contains 23781 members 
Mstep: Class 20 contains 23313 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 93132 members 
Mstep: Class 24 contains 81251 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573680.000000 Penalty: 87158.210938
Iteration 140F: 26 clusters Score -1.545737e+08 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 3663 members 
Mstep: Class 3 contains 14570 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 8499 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 196255 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 39404 members 
Mstep: Class 10 contains 273180 members 
Mstep: Class 11 contains 59537 members 
Mstep: Class 12 contains 302902 members 
Mstep: Class 13 contains 10521 members 
Mstep: Class 14 contains 30702 members 
Mstep: Class 15 contains 6724 members 
Mstep: Class 16 contains 19401 members 
Mstep: Class 17 contains 39459 members 
Mstep: Class 18 contains 9560 members 
Mstep: Class 19 contains 23782 members 
Mstep: Class 20 contains 23309 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 93208 members 
Mstep: Class 24 contains 81184 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574000.000000 Penalty: 87158.210938
Iteration 141Q: 26 clusters Score -1.54574e+08 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 14569 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 8494 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 196388 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 39501 members 
Mstep: Class 10 contains 272789 members 
Mstep: Class 11 contains 59568 members 
Mstep: Class 12 contains 302947 members 
Mstep: Class 13 contains 10525 members 
Mstep: Class 14 contains 30740 members 
Mstep: Class 15 contains 6724 members 
Mstep: Class 16 contains 19401 members 
Mstep: Class 17 contains 39455 members 
Mstep: Class 18 contains 9560 members 
Mstep: Class 19 contains 23786 members 
Mstep: Class 20 contains 23309 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 93279 members 
Mstep: Class 24 contains 81124 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573728.000000 Penalty: 87158.210938
Iteration 142Q: 26 clusters Score -1.545737e+08 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 3716 members 
Mstep: Class 3 contains 14570 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 5 contains 8486 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196540 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 39574 members 
Mstep: Class 10 contains 272453 members 
Mstep: Class 11 contains 59597 members 
Mstep: Class 12 contains 302933 members 
Mstep: Class 13 contains 10524 members 
Mstep: Class 14 contains 30771 members 
Mstep: Class 15 contains 6724 members 
Mstep: Class 16 contains 19406 members 
Mstep: Class 17 contains 39451 members 
Mstep: Class 18 contains 9561 members 
Mstep: Class 19 contains 23790 members 
Mstep: Class 20 contains 23314 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 93352 members 
Mstep: Class 24 contains 81063 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573792.000000 Penalty: 87158.210938
Iteration 143Q: 26 clusters Score -1.545738e+08 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 14571 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 8483 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 196657 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 39666 members 
Mstep: Class 10 contains 272148 members 
Mstep: Class 11 contains 59615 members 
Mstep: Class 12 contains 302936 members 
Mstep: Class 13 contains 10524 members 
Mstep: Class 14 contains 30804 members 
Mstep: Class 15 contains 6727 members 
Mstep: Class 16 contains 19406 members 
Mstep: Class 17 contains 39448 members 
Mstep: Class 18 contains 9558 members 
Mstep: Class 19 contains 23789 members 
Mstep: Class 20 contains 23317 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 93403 members 
Mstep: Class 24 contains 81000 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573696.000000 Penalty: 87158.210938
Iteration 144Q: 26 clusters Score -1.545737e+08 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 3768 members 
Mstep: Class 3 contains 14576 members 
Mstep: Class 4 contains 4089 members 
Mstep: Class 5 contains 8482 members 
Mstep: Class 6 contains 2555 members 
Mstep: Class 7 contains 196725 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 39755 members 
Mstep: Class 10 contains 271930 members 
Mstep: Class 11 contains 59627 members 
Mstep: Class 12 contains 302900 members 
Mstep: Class 13 contains 10523 members 
Mstep: Class 14 contains 30834 members 
Mstep: Class 15 contains 6733 members 
Mstep: Class 16 contains 19407 members 
Mstep: Class 17 contains 39448 members 
Mstep: Class 18 contains 9562 members 
Mstep: Class 19 contains 23783 members 
Mstep: Class 20 contains 23316 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93474 members 
Mstep: Class 24 contains 80937 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573488.000000 Penalty: 87158.210938
Iteration 145Q: 26 clusters Score -1.545735e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 3792 members 
Mstep: Class 3 contains 14581 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 8480 members 
Mstep: Class 6 contains 2539 members 
Mstep: Class 7 contains 196801 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 39836 members 
Mstep: Class 10 contains 271752 members 
Mstep: Class 11 contains 59622 members 
Mstep: Class 12 contains 302877 members 
Mstep: Class 13 contains 10520 members 
Mstep: Class 14 contains 30868 members 
Mstep: Class 15 contains 6741 members 
Mstep: Class 16 contains 19404 members 
Mstep: Class 17 contains 39444 members 
Mstep: Class 18 contains 9564 members 
Mstep: Class 19 contains 23779 members 
Mstep: Class 20 contains 23309 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93516 members 
Mstep: Class 24 contains 80881 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573312.000000 Penalty: 87158.210938
Iteration 146Q: 26 clusters Score -1.545733e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 3817 members 
Mstep: Class 3 contains 14582 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 5 contains 8478 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 196845 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 39919 members 
Mstep: Class 10 contains 271570 members 
Mstep: Class 11 contains 59614 members 
Mstep: Class 12 contains 302861 members 
Mstep: Class 13 contains 10518 members 
Mstep: Class 14 contains 30921 members 
Mstep: Class 15 contains 6748 members 
Mstep: Class 16 contains 19403 members 
Mstep: Class 17 contains 39434 members 
Mstep: Class 18 contains 9565 members 
Mstep: Class 19 contains 23773 members 
Mstep: Class 20 contains 23314 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93568 members 
Mstep: Class 24 contains 80831 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573456.000000 Penalty: 87158.210938
Iteration 147Q: 26 clusters Score -1.545735e+08 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 3833 members 
Mstep: Class 3 contains 14583 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 8479 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 196915 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 40015 members 
Mstep: Class 10 contains 271386 members 
Mstep: Class 11 contains 59614 members 
Mstep: Class 12 contains 302818 members 
Mstep: Class 13 contains 10516 members 
Mstep: Class 14 contains 30943 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 16 contains 19400 members 
Mstep: Class 17 contains 39424 members 
Mstep: Class 18 contains 9564 members 
Mstep: Class 19 contains 23776 members 
Mstep: Class 20 contains 23317 members 
Mstep: Class 21 contains 4103 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93627 members 
Mstep: Class 24 contains 80773 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573040.000000 Penalty: 87158.210938
Iteration 148Q: 26 clusters Score -1.54573e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 3849 members 
Mstep: Class 3 contains 14590 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 5 contains 8477 members 
Mstep: Class 6 contains 2492 members 
Mstep: Class 7 contains 196969 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 40089 members 
Mstep: Class 10 contains 271239 members 
Mstep: Class 11 contains 59614 members 
Mstep: Class 12 contains 302742 members 
Mstep: Class 13 contains 10513 members 
Mstep: Class 14 contains 30963 members 
Mstep: Class 15 contains 6752 members 
Mstep: Class 16 contains 19395 members 
Mstep: Class 17 contains 39422 members 
Mstep: Class 18 contains 9563 members 
Mstep: Class 19 contains 23779 members 
Mstep: Class 20 contains 23324 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93693 members 
Mstep: Class 24 contains 80726 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573184.000000 Penalty: 87158.210938
Iteration 149Q: 26 clusters Score -1.545732e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 3873 members 
Mstep: Class 3 contains 14595 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 8471 members 
Mstep: Class 6 contains 2473 members 
Mstep: Class 7 contains 196998 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 40152 members 
Mstep: Class 10 contains 271091 members 
Mstep: Class 11 contains 59612 members 
Mstep: Class 12 contains 302739 members 
Mstep: Class 13 contains 10512 members 
Mstep: Class 14 contains 30977 members 
Mstep: Class 15 contains 6753 members 
Mstep: Class 16 contains 19391 members 
Mstep: Class 17 contains 39413 members 
Mstep: Class 18 contains 9563 members 
Mstep: Class 19 contains 23783 members 
Mstep: Class 20 contains 23330 members 
Mstep: Class 21 contains 4103 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93752 members 
Mstep: Class 24 contains 80688 members 
Mstep: Class 25 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573376.000000 Penalty: 87158.210938
Iteration 150Q: 26 clusters Score -1.545734e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 3890 members 
Mstep: Class 3 contains 14598 members 
Mstep: Class 4 contains 4088 members 
Mstep: Class 5 contains 8469 members 
Mstep: Class 6 contains 2463 members 
Mstep: Class 7 contains 196996 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 40206 members 
Mstep: Class 10 contains 270979 members 
Mstep: Class 11 contains 59612 members 
Mstep: Class 12 contains 302692 members 
Mstep: Class 13 contains 10511 members 
Mstep: Class 14 contains 30997 members 
Mstep: Class 15 contains 6755 members 
Mstep: Class 16 contains 19390 members 
Mstep: Class 17 contains 39416 members 
Mstep: Class 18 contains 9562 members 
Mstep: Class 19 contains 23782 members 
Mstep: Class 20 contains 23332 members 
Mstep: Class 21 contains 4103 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93823 members 
Mstep: Class 24 contains 80661 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573120.000000 Penalty: 87158.210938
Iteration 151Q: 26 clusters Score -1.545731e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 14599 members 
Mstep: Class 4 contains 4083 members 
Mstep: Class 5 contains 8469 members 
Mstep: Class 6 contains 2450 members 
Mstep: Class 7 contains 197002 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 40256 members 
Mstep: Class 10 contains 270859 members 
Mstep: Class 11 contains 59610 members 
Mstep: Class 12 contains 302661 members 
Mstep: Class 13 contains 10507 members 
Mstep: Class 14 contains 31026 members 
Mstep: Class 15 contains 6756 members 
Mstep: Class 16 contains 19388 members 
Mstep: Class 17 contains 39418 members 
Mstep: Class 18 contains 9562 members 
Mstep: Class 19 contains 23774 members 
Mstep: Class 20 contains 23333 members 
Mstep: Class 21 contains 4103 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93895 members 
Mstep: Class 24 contains 80634 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573328.000000 Penalty: 87158.210938
Iteration 152Q: 26 clusters Score -1.545733e+08 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 3941 members 
Mstep: Class 3 contains 14603 members 
Mstep: Class 4 contains 4082 members 
Mstep: Class 5 contains 8470 members 
Mstep: Class 6 contains 2436 members 
Mstep: Class 7 contains 196984 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 40291 members 
Mstep: Class 10 contains 270674 members 
Mstep: Class 11 contains 59611 members 
Mstep: Class 12 contains 302726 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 31047 members 
Mstep: Class 15 contains 6759 members 
Mstep: Class 16 contains 19386 members 
Mstep: Class 17 contains 39418 members 
Mstep: Class 18 contains 9562 members 
Mstep: Class 19 contains 23777 members 
Mstep: Class 20 contains 23337 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93955 members 
Mstep: Class 24 contains 80613 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573264.000000 Penalty: 87158.210938
Iteration 153Q: 26 clusters Score -1.545733e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 14605 members 
Mstep: Class 4 contains 4082 members 
Mstep: Class 5 contains 8469 members 
Mstep: Class 6 contains 2417 members 
Mstep: Class 7 contains 196975 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 40323 members 
Mstep: Class 10 contains 270579 members 
Mstep: Class 11 contains 59622 members 
Mstep: Class 12 contains 302701 members 
Mstep: Class 13 contains 10500 members 
Mstep: Class 14 contains 31071 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 19388 members 
Mstep: Class 17 contains 39413 members 
Mstep: Class 18 contains 9561 members 
Mstep: Class 19 contains 23774 members 
Mstep: Class 20 contains 23339 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94021 members 
Mstep: Class 24 contains 80586 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573552.000000 Penalty: 87158.210938
Iteration 154Q: 26 clusters Score -1.545736e+08 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 3986 members 
Mstep: Class 3 contains 14609 members 
Mstep: Class 4 contains 4084 members 
Mstep: Class 5 contains 8469 members 
Mstep: Class 6 contains 2398 members 
Mstep: Class 7 contains 196978 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 40376 members 
Mstep: Class 10 contains 270489 members 
Mstep: Class 11 contains 59626 members 
Mstep: Class 12 contains 302667 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 31088 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 19387 members 
Mstep: Class 17 contains 39403 members 
Mstep: Class 18 contains 9560 members 
Mstep: Class 19 contains 23774 members 
Mstep: Class 20 contains 23342 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94084 members 
Mstep: Class 24 contains 80550 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573248.000000 Penalty: 87158.210938
Iteration 155Q: 26 clusters Score -1.545732e+08 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 4007 members 
Mstep: Class 3 contains 14608 members 
Mstep: Class 4 contains 4084 members 
Mstep: Class 5 contains 8467 members 
Mstep: Class 6 contains 2385 members 
Mstep: Class 7 contains 196978 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 40422 members 
Mstep: Class 10 contains 270405 members 
Mstep: Class 11 contains 59618 members 
Mstep: Class 12 contains 302650 members 
Mstep: Class 13 contains 10504 members 
Mstep: Class 14 contains 31098 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 19384 members 
Mstep: Class 17 contains 39399 members 
Mstep: Class 18 contains 9559 members 
Mstep: Class 19 contains 23774 members 
Mstep: Class 20 contains 23345 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94150 members 
Mstep: Class 24 contains 80518 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573776.000000 Penalty: 87158.210938
Iteration 156Q: 26 clusters Score -1.545738e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 4027 members 
Mstep: Class 3 contains 14607 members 
Mstep: Class 4 contains 4084 members 
Mstep: Class 5 contains 8464 members 
Mstep: Class 6 contains 2378 members 
Mstep: Class 7 contains 196954 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 40464 members 
Mstep: Class 10 contains 270347 members 
Mstep: Class 11 contains 59623 members 
Mstep: Class 12 contains 302600 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 31116 members 
Mstep: Class 15 contains 6759 members 
Mstep: Class 16 contains 19388 members 
Mstep: Class 17 contains 39406 members 
Mstep: Class 18 contains 9556 members 
Mstep: Class 19 contains 23771 members 
Mstep: Class 20 contains 23343 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94223 members 
Mstep: Class 24 contains 80488 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573760.000000 Penalty: 87158.210938
Iteration 157Q: 26 clusters Score -1.545738e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 4041 members 
Mstep: Class 3 contains 14602 members 
Mstep: Class 4 contains 4089 members 
Mstep: Class 5 contains 8461 members 
Mstep: Class 6 contains 2363 members 
Mstep: Class 7 contains 196941 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 40518 members 
Mstep: Class 10 contains 270299 members 
Mstep: Class 11 contains 59627 members 
Mstep: Class 12 contains 302534 members 
Mstep: Class 13 contains 10500 members 
Mstep: Class 14 contains 31141 members 
Mstep: Class 15 contains 6756 members 
Mstep: Class 16 contains 19386 members 
Mstep: Class 17 contains 39401 members 
Mstep: Class 18 contains 9557 members 
Mstep: Class 19 contains 23774 members 
Mstep: Class 20 contains 23341 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94269 members 
Mstep: Class 24 contains 80466 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573824.000000 Penalty: 87158.210938
Iteration 158Q: 26 clusters Score -1.545738e+08 nChanged 1212
Entering ConstructFrom: 
Score: -154573824.000000 Penalty: 87158.210938
Entering ConstructFrom: 
Trying to split cluster 1 (25112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Entering Unmasked Estep 
Score: -3126441.750000 Penalty: 2512.512939
	Iteration 0F: 2 clusters Score -3126442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -3109081.000000 Penalty: 5025.025879
	Iteration 0F: 3 clusters Score -3109081 nChanged 11198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -3115281.250000 Penalty: 5025.025879
	Iteration 1F: 3 clusters Score -3115281 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -3115789.500000 Penalty: 5025.025879
	Iteration 2F: 3 clusters Score -3115790 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -3116275.000000 Penalty: 5025.025879
	Iteration 3Q: 3 clusters Score -3116275 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -3116800.250000 Penalty: 5025.025879
	Iteration 4Q: 3 clusters Score -3116800 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -3117402.000000 Penalty: 5025.025879
	Iteration 5Q: 3 clusters Score -3117402 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -3118143.000000 Penalty: 5025.025879
	Iteration 6F: 3 clusters Score -3118143 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -3119030.750000 Penalty: 5025.025879
	Iteration 7F: 3 clusters Score -3119031 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -3119958.500000 Penalty: 5025.025879
	Iteration 8F: 3 clusters Score -3119958 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -3120886.000000 Penalty: 5025.025879
	Iteration 9F: 3 clusters Score -3120886 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -3121589.250000 Penalty: 5025.025879
	Iteration 10Q: 3 clusters Score -3121589 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -3122091.000000 Penalty: 5025.025879
	Iteration 11Q: 3 clusters Score -3122091 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -3122396.500000 Penalty: 5025.025879
	Iteration 12Q: 3 clusters Score -3122396 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -3122625.500000 Penalty: 5025.025879
	Iteration 13Q: 3 clusters Score -3122626 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -3122779.500000 Penalty: 5025.025879
	Iteration 14Q: 3 clusters Score -3122780 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -3122915.750000 Penalty: 5025.025879
	Iteration 15Q: 3 clusters Score -3122916 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -3123017.750000 Penalty: 5025.025879
	Iteration 16Q: 3 clusters Score -3123018 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -3123090.750000 Penalty: 5025.025879
	Iteration 17Q: 3 clusters Score -3123091 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -3123176.000000 Penalty: 5025.025879
	Iteration 18Q: 3 clusters Score -3123176 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -3123236.500000 Penalty: 5025.025879
	Iteration 19Q: 3 clusters Score -3123236 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -3123337.750000 Penalty: 5025.025879
	Iteration 20F: 3 clusters Score -3123338 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -3123401.000000 Penalty: 5025.025879
	Iteration 21Q: 3 clusters Score -3123401 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -3123445.250000 Penalty: 5025.025879
	Iteration 22Q: 3 clusters Score -3123445 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -3123512.000000 Penalty: 5025.025879
	Iteration 23Q: 3 clusters Score -3123512 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -3123562.250000 Penalty: 5025.025879
	Iteration 24Q: 3 clusters Score -3123562 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -3123608.500000 Penalty: 5025.025879
	Iteration 25Q: 3 clusters Score -3123608 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -3123664.000000 Penalty: 5025.025879
	Iteration 26Q: 3 clusters Score -3123664 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -3123742.500000 Penalty: 5025.025879
	Iteration 27Q: 3 clusters Score -3123742 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -3123791.000000 Penalty: 5025.025879
	Iteration 28Q: 3 clusters Score -3123791 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -3123837.000000 Penalty: 5025.025879
	Iteration 29Q: 3 clusters Score -3123837 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -3123877.000000 Penalty: 5025.025879
	Iteration 30Q: 3 clusters Score -3123877 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -3123931.500000 Penalty: 5025.025879
	Iteration 31Q: 3 clusters Score -3123932 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -3123972.500000 Penalty: 5025.025879
	Iteration 32Q: 3 clusters Score -3123972 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -3124002.750000 Penalty: 5025.025879
	Iteration 33Q: 3 clusters Score -3124003 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -3124034.500000 Penalty: 5025.025879
	Iteration 34Q: 3 clusters Score -3124034 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -3124061.750000 Penalty: 5025.025879
	Iteration 35Q: 3 clusters Score -3124062 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -3124089.000000 Penalty: 5025.025879
	Iteration 36Q: 3 clusters Score -3124089 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -3124118.750000 Penalty: 5025.025879
	Iteration 37Q: 3 clusters Score -3124119 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -3124139.750000 Penalty: 5025.025879
	Iteration 38Q: 3 clusters Score -3124140 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -3124170.000000 Penalty: 5025.025879
	Iteration 39Q: 3 clusters Score -3124170 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -3124199.750000 Penalty: 5025.025879
	Iteration 40F: 3 clusters Score -3124200 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -3124222.500000 Penalty: 5025.025879
	Iteration 41Q: 3 clusters Score -3124222 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -3124244.500000 Penalty: 5025.025879
	Iteration 42Q: 3 clusters Score -3124244 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -3124282.250000 Penalty: 5025.025879
	Iteration 43Q: 3 clusters Score -3124282 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -3124308.000000 Penalty: 5025.025879
	Iteration 44Q: 3 clusters Score -3124308 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -3124354.250000 Penalty: 5025.025879
	Iteration 45Q: 3 clusters Score -3124354 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -3124396.250000 Penalty: 5025.025879
	Iteration 46Q: 3 clusters Score -3124396 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -3124425.500000 Penalty: 5025.025879
	Iteration 47Q: 3 clusters Score -3124426 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -3124459.750000 Penalty: 5025.025879
	Iteration 48Q: 3 clusters Score -3124460 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -3124489.500000 Penalty: 5025.025879
	Iteration 49Q: 3 clusters Score -3124490 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3124518.250000 Penalty: 5025.025879
	Iteration 50Q: 3 clusters Score -3124518 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -3124547.250000 Penalty: 5025.025879
	Iteration 51Q: 3 clusters Score -3124547 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -3124587.000000 Penalty: 5025.025879
	Iteration 52Q: 3 clusters Score -3124587 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3124617.250000 Penalty: 5025.025879
	Iteration 53Q: 3 clusters Score -3124617 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -3124648.250000 Penalty: 5025.025879
	Iteration 54Q: 3 clusters Score -3124648 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -3124659.500000 Penalty: 5025.025879
	Iteration 55Q: 3 clusters Score -3124660 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -3124684.250000 Penalty: 5025.025879
	Iteration 56Q: 3 clusters Score -3124684 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -3124697.500000 Penalty: 5025.025879
	Iteration 57Q: 3 clusters Score -3124698 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -3124714.750000 Penalty: 5025.025879
	Iteration 58Q: 3 clusters Score -3124715 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -3124712.500000 Penalty: 5025.025879
	Iteration 59Q: 3 clusters Score -3124712 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -3124726.000000 Penalty: 5025.025879
	Iteration 60F: 3 clusters Score -3124726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -3124730.500000 Penalty: 5025.025879
	Iteration 61Q: 3 clusters Score -3124730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3124742.500000 Penalty: 5025.025879
	Iteration 62Q: 3 clusters Score -3124742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -3124742.500000 Penalty: 5025.025879
	Iteration 63Q: 3 clusters Score -3124742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -3124749.500000 Penalty: 5025.025879
	Iteration 64Q: 3 clusters Score -3124750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -3124753.250000 Penalty: 5025.025879
	Iteration 65Q: 3 clusters Score -3124753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3124747.750000 Penalty: 5025.025879
	Iteration 66Q: 3 clusters Score -3124748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -3124748.250000 Penalty: 5025.025879
	Iteration 67Q: 3 clusters Score -3124748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3124753.750000 Penalty: 5025.025879
	Iteration 68Q: 3 clusters Score -3124754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3124753.750000 Penalty: 5025.025879
	Iteration 69Q: 3 clusters Score -3124754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -3124754.000000 Penalty: 5025.025879
	Iteration 70Q: 3 clusters Score -3124754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -3124747.250000 Penalty: 5025.025879
	Iteration 71Q: 3 clusters Score -3124747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -3124751.750000 Penalty: 5025.025879
	Iteration 72Q: 3 clusters Score -3124752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -3124750.750000 Penalty: 5025.025879
	Iteration 73Q: 3 clusters Score -3124751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -3124750.750000 Penalty: 5025.025879
	Iteration 74Q: 3 clusters Score -3124751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -3124754.500000 Penalty: 5025.025879
	Iteration 75Q: 3 clusters Score -3124754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -3124758.750000 Penalty: 5025.025879
	Iteration 76Q: 3 clusters Score -3124759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -3124754.750000 Penalty: 5025.025879
	Iteration 77Q: 3 clusters Score -3124755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -3124754.500000 Penalty: 5025.025879
	Iteration 78Q: 3 clusters Score -3124754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3124748.750000 Penalty: 5025.025879
	Iteration 79Q: 3 clusters Score -3124749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3124747.750000 Penalty: 5025.025879
	Iteration 80F: 3 clusters Score -3124748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -3124755.750000 Penalty: 5025.025879
	Iteration 81Q: 3 clusters Score -3124756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -3124758.500000 Penalty: 5025.025879
	Iteration 82Q: 3 clusters Score -3124758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3124756.250000 Penalty: 5025.025879
	Iteration 83Q: 3 clusters Score -3124756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -3124758.000000 Penalty: 5025.025879
	Iteration 84Q: 3 clusters Score -3124758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3124761.500000 Penalty: 5025.025879
	Iteration 85Q: 3 clusters Score -3124762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -3124767.000000 Penalty: 5025.025879
	Iteration 86Q: 3 clusters Score -3124767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3124766.250000 Penalty: 5025.025879
	Iteration 87Q: 3 clusters Score -3124766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -3124764.500000 Penalty: 5025.025879
	Iteration 88Q: 3 clusters Score -3124764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -3124771.250000 Penalty: 5025.025879
	Iteration 89Q: 3 clusters Score -3124771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -3124775.250000 Penalty: 5025.025879
	Iteration 90Q: 3 clusters Score -3124775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -3124775.500000 Penalty: 5025.025879
	Iteration 91Q: 3 clusters Score -3124776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3124778.750000 Penalty: 5025.025879
	Iteration 92Q: 3 clusters Score -3124779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -3124777.750000 Penalty: 5025.025879
	Iteration 93Q: 3 clusters Score -3124778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -3124776.000000 Penalty: 5025.025879
	Iteration 94Q: 3 clusters Score -3124776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -3124776.000000 Penalty: 5025.025879
	Iteration 95F: 3 clusters Score -3124776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Entering Unmasked Estep 
Score: -396754.593750 Penalty: 2060.005127
	Iteration 0F: 2 clusters Score -396754.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -392875.156250 Penalty: 4120.010254
	Iteration 0F: 3 clusters Score -392875.2 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -393793.218750 Penalty: 4120.010254
	Iteration 1F: 3 clusters Score -393793.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -394018.812500 Penalty: 4120.010254
	Iteration 2F: 3 clusters Score -394018.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -394203.875000 Penalty: 4120.010254
	Iteration 3F: 3 clusters Score -394203.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -394393.125000 Penalty: 4120.010254
	Iteration 4Q: 3 clusters Score -394393.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -394658.593750 Penalty: 4120.010254
	Iteration 5F: 3 clusters Score -394658.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -394981.062500 Penalty: 4120.010254
	Iteration 6F: 3 clusters Score -394981.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -395266.000000 Penalty: 4120.010254
	Iteration 7F: 3 clusters Score -395266 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -395505.437500 Penalty: 4120.010254
	Iteration 8F: 3 clusters Score -395505.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -395679.406250 Penalty: 4120.010254
	Iteration 9Q: 3 clusters Score -395679.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -395785.750000 Penalty: 4120.010254
	Iteration 10Q: 3 clusters Score -395785.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -395865.406250 Penalty: 4120.010254
	Iteration 11Q: 3 clusters Score -395865.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -395932.218750 Penalty: 4120.010254
	Iteration 12Q: 3 clusters Score -395932.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -395992.968750 Penalty: 4120.010254
	Iteration 13Q: 3 clusters Score -395993 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -396014.406250 Penalty: 4120.010254
	Iteration 14Q: 3 clusters Score -396014.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -396027.000000 Penalty: 4120.010254
	Iteration 15Q: 3 clusters Score -396027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -396035.781250 Penalty: 4120.010254
	Iteration 16Q: 3 clusters Score -396035.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -396037.937500 Penalty: 4120.010254
	Iteration 17Q: 3 clusters Score -396037.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -396040.187500 Penalty: 4120.010254
	Iteration 18Q: 3 clusters Score -396040.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -396043.937500 Penalty: 4120.010254
	Iteration 19Q: 3 clusters Score -396043.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -396048.062500 Penalty: 4120.010254
	Iteration 20F: 3 clusters Score -396048.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -396052.562500 Penalty: 4120.010254
	Iteration 21Q: 3 clusters Score -396052.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -396056.125000 Penalty: 4120.010254
	Iteration 22Q: 3 clusters Score -396056.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -396066.375000 Penalty: 4120.010254
	Iteration 23Q: 3 clusters Score -396066.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -396069.781250 Penalty: 4120.010254
	Iteration 24Q: 3 clusters Score -396069.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -396071.312500 Penalty: 4120.010254
	Iteration 25Q: 3 clusters Score -396071.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -396071.312500 Penalty: 4120.010254
	Iteration 26F: 3 clusters Score -396071.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Entering Unmasked Estep 
Score: -1745523.000000 Penalty: 2378.067627
	Iteration 0F: 2 clusters Score -1745523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1734788.375000 Penalty: 4756.135254
	Iteration 0F: 3 clusters Score -1734788 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1738235.125000 Penalty: 4756.135254
	Iteration 1F: 3 clusters Score -1738235 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1738779.375000 Penalty: 4756.135254
	Iteration 2F: 3 clusters Score -1738779 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1739352.250000 Penalty: 4756.135254
	Iteration 3F: 3 clusters Score -1739352 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1740008.750000 Penalty: 4756.135254
	Iteration 4F: 3 clusters Score -1740009 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1740775.500000 Penalty: 4756.135254
	Iteration 5F: 3 clusters Score -1740776 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1741635.875000 Penalty: 4756.135254
	Iteration 6F: 3 clusters Score -1741636 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1742435.250000 Penalty: 4756.135254
	Iteration 7F: 3 clusters Score -1742435 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1743131.875000 Penalty: 4756.135254
	Iteration 8F: 3 clusters Score -1743132 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1743603.250000 Penalty: 4756.135254
	Iteration 9Q: 3 clusters Score -1743603 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1743934.000000 Penalty: 4756.135254
	Iteration 10Q: 3 clusters Score -1743934 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1744128.875000 Penalty: 4756.135254
	Iteration 11Q: 3 clusters Score -1744129 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1744225.000000 Penalty: 4756.135254
	Iteration 12Q: 3 clusters Score -1744225 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1744302.250000 Penalty: 4756.135254
	Iteration 13Q: 3 clusters Score -1744302 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1744358.125000 Penalty: 4756.135254
	Iteration 14Q: 3 clusters Score -1744358 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1744401.000000 Penalty: 4756.135254
	Iteration 15Q: 3 clusters Score -1744401 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1744421.250000 Penalty: 4756.135254
	Iteration 16Q: 3 clusters Score -1744421 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1744443.625000 Penalty: 4756.135254
	Iteration 17Q: 3 clusters Score -1744444 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1744461.625000 Penalty: 4756.135254
	Iteration 18Q: 3 clusters Score -1744462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1744476.875000 Penalty: 4756.135254
	Iteration 19Q: 3 clusters Score -1744477 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1744489.125000 Penalty: 4756.135254
	Iteration 20F: 3 clusters Score -1744489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1744506.875000 Penalty: 4756.135254
	Iteration 21Q: 3 clusters Score -1744507 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1744517.000000 Penalty: 4756.135254
	Iteration 22Q: 3 clusters Score -1744517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1744521.375000 Penalty: 4756.135254
	Iteration 23Q: 3 clusters Score -1744521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1744532.125000 Penalty: 4756.135254
	Iteration 24Q: 3 clusters Score -1744532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1744534.000000 Penalty: 4756.135254
	Iteration 25Q: 3 clusters Score -1744534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1744536.375000 Penalty: 4756.135254
	Iteration 26Q: 3 clusters Score -1744536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1744537.500000 Penalty: 4756.135254
	Iteration 27Q: 3 clusters Score -1744538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1744540.000000 Penalty: 4756.135254
	Iteration 28Q: 3 clusters Score -1744540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1744546.750000 Penalty: 4756.135254
	Iteration 29Q: 3 clusters Score -1744547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1744550.750000 Penalty: 4756.135254
	Iteration 30Q: 3 clusters Score -1744551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1744553.125000 Penalty: 4756.135254
	Iteration 31Q: 3 clusters Score -1744553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1744555.500000 Penalty: 4756.135254
	Iteration 32Q: 3 clusters Score -1744556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1744558.750000 Penalty: 4756.135254
	Iteration 33Q: 3 clusters Score -1744559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1744560.625000 Penalty: 4756.135254
	Iteration 34Q: 3 clusters Score -1744561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1744560.375000 Penalty: 4756.135254
	Iteration 35Q: 3 clusters Score -1744560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1744566.125000 Penalty: 4756.135254
	Iteration 36Q: 3 clusters Score -1744566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1744569.875000 Penalty: 4756.135254
	Iteration 37Q: 3 clusters Score -1744570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1744572.750000 Penalty: 4756.135254
	Iteration 38Q: 3 clusters Score -1744573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1744572.750000 Penalty: 4756.135254
	Iteration 39Q: 3 clusters Score -1744573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1744570.875000 Penalty: 4756.135254
	Iteration 40F: 3 clusters Score -1744571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1744571.000000 Penalty: 4756.135254
	Iteration 41Q: 3 clusters Score -1744571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1744572.875000 Penalty: 4756.135254
	Iteration 42Q: 3 clusters Score -1744573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1744577.125000 Penalty: 4756.135254
	Iteration 43Q: 3 clusters Score -1744577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1744577.750000 Penalty: 4756.135254
	Iteration 44Q: 3 clusters Score -1744578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1744575.875000 Penalty: 4756.135254
	Iteration 45Q: 3 clusters Score -1744576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1744578.875000 Penalty: 4756.135254
	Iteration 46Q: 3 clusters Score -1744579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1744582.125000 Penalty: 4756.135254
	Iteration 47Q: 3 clusters Score -1744582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1744582.375000 Penalty: 4756.135254
	Iteration 48Q: 3 clusters Score -1744582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1744582.500000 Penalty: 4756.135254
	Iteration 49Q: 3 clusters Score -1744582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1744582.625000 Penalty: 4756.135254
	Iteration 50Q: 3 clusters Score -1744583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1744585.250000 Penalty: 4756.135254
	Iteration 51Q: 3 clusters Score -1744585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1744581.500000 Penalty: 4756.135254
	Iteration 52Q: 3 clusters Score -1744582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1744581.250000 Penalty: 4756.135254
	Iteration 53Q: 3 clusters Score -1744581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1744581.250000 Penalty: 4756.135254
	Iteration 54F: 3 clusters Score -1744581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Entering Unmasked Estep 
Score: -474496.281250 Penalty: 2062.381836
	Iteration 0F: 2 clusters Score -474496.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -470605.000000 Penalty: 4124.763672
	Iteration 0F: 3 clusters Score -470605 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -471646.281250 Penalty: 4124.763672
	Iteration 1F: 3 clusters Score -471646.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -471999.687500 Penalty: 4124.763672
	Iteration 2F: 3 clusters Score -471999.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -472466.656250 Penalty: 4124.763672
	Iteration 3F: 3 clusters Score -472466.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -472958.656250 Penalty: 4124.763672
	Iteration 4F: 3 clusters Score -472958.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -473362.437500 Penalty: 4124.763672
	Iteration 5F: 3 clusters Score -473362.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -473674.812500 Penalty: 4124.763672
	Iteration 6F: 3 clusters Score -473674.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -473988.968750 Penalty: 4124.763672
	Iteration 7F: 3 clusters Score -473989 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -474195.468750 Penalty: 4124.763672
	Iteration 8Q: 3 clusters Score -474195.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -474315.968750 Penalty: 4124.763672
	Iteration 9Q: 3 clusters Score -474316 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -474368.343750 Penalty: 4124.763672
	Iteration 10Q: 3 clusters Score -474368.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -474392.875000 Penalty: 4124.763672
	Iteration 11Q: 3 clusters Score -474392.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -474404.406250 Penalty: 4124.763672
	Iteration 12Q: 3 clusters Score -474404.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -474412.062500 Penalty: 4124.763672
	Iteration 13Q: 3 clusters Score -474412.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -474416.250000 Penalty: 4124.763672
	Iteration 14Q: 3 clusters Score -474416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -474420.218750 Penalty: 4124.763672
	Iteration 15Q: 3 clusters Score -474420.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -474423.718750 Penalty: 4124.763672
	Iteration 16Q: 3 clusters Score -474423.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -474427.062500 Penalty: 4124.763672
	Iteration 17Q: 3 clusters Score -474427.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -474427.000000 Penalty: 4124.763672
	Iteration 18Q: 3 clusters Score -474427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -474427.406250 Penalty: 4124.763672
	Iteration 19Q: 3 clusters Score -474427.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -474427.406250 Penalty: 4124.763672
	Iteration 20F: 3 clusters Score -474427.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Entering Unmasked Estep 
Score: -921179.000000 Penalty: 2242.601807
	Iteration 0F: 2 clusters Score -921179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -914459.375000 Penalty: 4485.203613
	Iteration 0F: 3 clusters Score -914459.4 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -916351.562500 Penalty: 4485.203613
	Iteration 1F: 3 clusters Score -916351.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -916687.750000 Penalty: 4485.203613
	Iteration 2F: 3 clusters Score -916687.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -916950.562500 Penalty: 4485.203613
	Iteration 3F: 3 clusters Score -916950.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -917195.875000 Penalty: 4485.203613
	Iteration 4F: 3 clusters Score -917195.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -917418.687500 Penalty: 4485.203613
	Iteration 5Q: 3 clusters Score -917418.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -917664.937500 Penalty: 4485.203613
	Iteration 6Q: 3 clusters Score -917664.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -917923.812500 Penalty: 4485.203613
	Iteration 7Q: 3 clusters Score -917923.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -918165.437500 Penalty: 4485.203613
	Iteration 8Q: 3 clusters Score -918165.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -918392.625000 Penalty: 4485.203613
	Iteration 9Q: 3 clusters Score -918392.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -918595.500000 Penalty: 4485.203613
	Iteration 10Q: 3 clusters Score -918595.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -918819.562500 Penalty: 4485.203613
	Iteration 11Q: 3 clusters Score -918819.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -919032.312500 Penalty: 4485.203613
	Iteration 12Q: 3 clusters Score -919032.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -919204.250000 Penalty: 4485.203613
	Iteration 13Q: 3 clusters Score -919204.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -919329.937500 Penalty: 4485.203613
	Iteration 14Q: 3 clusters Score -919329.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -919392.750000 Penalty: 4485.203613
	Iteration 15Q: 3 clusters Score -919392.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -919442.125000 Penalty: 4485.203613
	Iteration 16Q: 3 clusters Score -919442.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -919485.375000 Penalty: 4485.203613
	Iteration 17Q: 3 clusters Score -919485.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -919514.500000 Penalty: 4485.203613
	Iteration 18Q: 3 clusters Score -919514.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -919536.625000 Penalty: 4485.203613
	Iteration 19Q: 3 clusters Score -919536.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -919554.437500 Penalty: 4485.203613
	Iteration 20F: 3 clusters Score -919554.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -919567.500000 Penalty: 4485.203613
	Iteration 21Q: 3 clusters Score -919567.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -919582.625000 Penalty: 4485.203613
	Iteration 22Q: 3 clusters Score -919582.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -919589.937500 Penalty: 4485.203613
	Iteration 23Q: 3 clusters Score -919589.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -919598.562500 Penalty: 4485.203613
	Iteration 24Q: 3 clusters Score -919598.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -919603.687500 Penalty: 4485.203613
	Iteration 25Q: 3 clusters Score -919603.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -919604.812500 Penalty: 4485.203613
	Iteration 26Q: 3 clusters Score -919604.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -919607.437500 Penalty: 4485.203613
	Iteration 27Q: 3 clusters Score -919607.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -919609.437500 Penalty: 4485.203613
	Iteration 28Q: 3 clusters Score -919609.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -919608.562500 Penalty: 4485.203613
	Iteration 29Q: 3 clusters Score -919608.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -919610.062500 Penalty: 4485.203613
	Iteration 30Q: 3 clusters Score -919610.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -919609.625000 Penalty: 4485.203613
	Iteration 31Q: 3 clusters Score -919609.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -919609.625000 Penalty: 4485.203613
	Iteration 32F: 3 clusters Score -919609.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Entering Unmasked Estep 
Score: -251310.421875 Penalty: 1925.545410
	Iteration 0F: 2 clusters Score -251310.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -248462.093750 Penalty: 3851.090820
	Iteration 0F: 3 clusters Score -248462.1 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -249123.281250 Penalty: 3851.090820
	Iteration 1F: 3 clusters Score -249123.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -249421.890625 Penalty: 3851.090820
	Iteration 2F: 3 clusters Score -249421.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -249731.578125 Penalty: 3851.090820
	Iteration 3F: 3 clusters Score -249731.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -250193.046875 Penalty: 3851.090820
	Iteration 4F: 3 clusters Score -250193 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -250872.312500 Penalty: 3851.090820
	Iteration 5F: 3 clusters Score -250872.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -251478.546875 Penalty: 3851.090820
	Iteration 6F: 3 clusters Score -251478.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -251806.437500 Penalty: 3851.090820
	Iteration 7F: 3 clusters Score -251806.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -251889.750000 Penalty: 3851.090820
	Iteration 8Q: 3 clusters Score -251889.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -251919.078125 Penalty: 3851.090820
	Iteration 9Q: 3 clusters Score -251919.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -251924.953125 Penalty: 3851.090820
	Iteration 10Q: 3 clusters Score -251925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -251928.015625 Penalty: 3851.090820
	Iteration 11Q: 3 clusters Score -251928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -251927.984375 Penalty: 3851.090820
	Iteration 12Q: 3 clusters Score -251928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -251927.984375 Penalty: 3851.090820
	Iteration 13F: 3 clusters Score -251928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 4050 members 
Mstep: Class 3 contains 14603 members 
Mstep: Class 4 contains 4089 members 
Mstep: Class 5 contains 8457 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 196928 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 40580 members 
Mstep: Class 10 contains 270238 members 
Mstep: Class 11 contains 59619 members 
Mstep: Class 12 contains 302502 members 
Mstep: Class 13 contains 10494 members 
Mstep: Class 14 contains 31173 members 
Mstep: Class 15 contains 6757 members 
Mstep: Class 16 contains 19383 members 
Mstep: Class 17 contains 39400 members 
Mstep: Class 18 contains 9560 members 
Mstep: Class 19 contains 23772 members 
Mstep: Class 20 contains 23336 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94306 members 
Mstep: Class 24 contains 80441 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 1296 members 
Entering Unmasked Estep 
Score: -154572944.000000 Penalty: 90644.539062
Splitting cluster 6 changes total score from -154573824.000000 to -154572944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (196928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196928 members 
Entering Unmasked Estep 
Score: -24612512.000000 Penalty: 3023.267334
	Iteration 0F: 2 clusters Score -2.461251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98142 members 
Mstep: Class 2 contains 98786 members 
Entering Unmasked Estep 
Score: -24486660.000000 Penalty: 6046.534668
	Iteration 0F: 3 clusters Score -2.448666e+07 nChanged 94719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94623 members 
Mstep: Class 2 contains 102305 members 
Entering Unmasked Estep 
Score: -24542678.000000 Penalty: 6046.534668
	Iteration 1F: 3 clusters Score -2.454268e+07 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92924 members 
Mstep: Class 2 contains 104004 members 
Entering Unmasked Estep 
Score: -24544896.000000 Penalty: 6046.534668
	Iteration 2Q: 3 clusters Score -2.45449e+07 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90577 members 
Mstep: Class 2 contains 106351 members 
Entering Unmasked Estep 
Score: -24547628.000000 Penalty: 6046.534668
	Iteration 3Q: 3 clusters Score -2.454763e+07 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87311 members 
Mstep: Class 2 contains 109617 members 
Entering Unmasked Estep 
Score: -24551594.000000 Penalty: 6046.534668
	Iteration 4Q: 3 clusters Score -2.455159e+07 nChanged 10124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83077 members 
Mstep: Class 2 contains 113851 members 
Entering Unmasked Estep 
Score: -24557088.000000 Penalty: 6046.534668
	Iteration 5F: 3 clusters Score -2.455709e+07 nChanged 11218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 119315 members 
Entering Unmasked Estep 
Score: -24563652.000000 Penalty: 6046.534668
	Iteration 6F: 3 clusters Score -2.456365e+07 nChanged 11740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71203 members 
Mstep: Class 2 contains 125725 members 
Entering Unmasked Estep 
Score: -24571086.000000 Penalty: 6046.534668
	Iteration 7F: 3 clusters Score -2.457109e+07 nChanged 11454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64059 members 
Mstep: Class 2 contains 132869 members 
Entering Unmasked Estep 
Score: -24578438.000000 Penalty: 6046.534668
	Iteration 8F: 3 clusters Score -2.457844e+07 nChanged 10789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56854 members 
Mstep: Class 2 contains 140074 members 
Entering Unmasked Estep 
Score: -24585306.000000 Penalty: 6046.534668
	Iteration 9F: 3 clusters Score -2.458531e+07 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 146858 members 
Entering Unmasked Estep 
Score: -24590712.000000 Penalty: 6046.534668
	Iteration 10Q: 3 clusters Score -2.459071e+07 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 152869 members 
Entering Unmasked Estep 
Score: -24595044.000000 Penalty: 6046.534668
	Iteration 11Q: 3 clusters Score -2.459504e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 158231 members 
Entering Unmasked Estep 
Score: -24598310.000000 Penalty: 6046.534668
	Iteration 12Q: 3 clusters Score -2.459831e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 162932 members 
Entering Unmasked Estep 
Score: -24600596.000000 Penalty: 6046.534668
	Iteration 13Q: 3 clusters Score -2.46006e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 167053 members 
Entering Unmasked Estep 
Score: -24602330.000000 Penalty: 6046.534668
	Iteration 14Q: 3 clusters Score -2.460233e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 170620 members 
Entering Unmasked Estep 
Score: -24603564.000000 Penalty: 6046.534668
	Iteration 15Q: 3 clusters Score -2.460356e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 173738 members 
Entering Unmasked Estep 
Score: -24604616.000000 Penalty: 6046.534668
	Iteration 16Q: 3 clusters Score -2.460462e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 176458 members 
Entering Unmasked Estep 
Score: -24605506.000000 Penalty: 6046.534668
	Iteration 17Q: 3 clusters Score -2.460551e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 178820 members 
Entering Unmasked Estep 
Score: -24606304.000000 Penalty: 6046.534668
	Iteration 18Q: 3 clusters Score -2.46063e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 180863 members 
Entering Unmasked Estep 
Score: -24606862.000000 Penalty: 6046.534668
	Iteration 19Q: 3 clusters Score -2.460686e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 182621 members 
Entering Unmasked Estep 
Score: -24607312.000000 Penalty: 6046.534668
	Iteration 20F: 3 clusters Score -2.460731e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 184153 members 
Entering Unmasked Estep 
Score: -24607754.000000 Penalty: 6046.534668
	Iteration 21Q: 3 clusters Score -2.460775e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 185472 members 
Entering Unmasked Estep 
Score: -24608082.000000 Penalty: 6046.534668
	Iteration 22Q: 3 clusters Score -2.460808e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 186656 members 
Entering Unmasked Estep 
Score: -24608392.000000 Penalty: 6046.534668
	Iteration 23Q: 3 clusters Score -2.460839e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 187664 members 
Entering Unmasked Estep 
Score: -24608720.000000 Penalty: 6046.534668
	Iteration 24Q: 3 clusters Score -2.460872e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 188481 members 
Entering Unmasked Estep 
Score: -24609042.000000 Penalty: 6046.534668
	Iteration 25Q: 3 clusters Score -2.460904e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 189189 members 
Entering Unmasked Estep 
Score: -24609238.000000 Penalty: 6046.534668
	Iteration 26Q: 3 clusters Score -2.460924e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 189793 members 
Entering Unmasked Estep 
Score: -24609500.000000 Penalty: 6046.534668
	Iteration 27Q: 3 clusters Score -2.46095e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 190266 members 
Entering Unmasked Estep 
Score: -24609584.000000 Penalty: 6046.534668
	Iteration 28Q: 3 clusters Score -2.460958e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 190686 members 
Entering Unmasked Estep 
Score: -24609642.000000 Penalty: 6046.534668
	Iteration 29Q: 3 clusters Score -2.460964e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 191044 members 
Entering Unmasked Estep 
Score: -24609726.000000 Penalty: 6046.534668
	Iteration 30Q: 3 clusters Score -2.460973e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 191345 members 
Entering Unmasked Estep 
Score: -24609738.000000 Penalty: 6046.534668
	Iteration 31Q: 3 clusters Score -2.460974e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 191608 members 
Entering Unmasked Estep 
Score: -24609822.000000 Penalty: 6046.534668
	Iteration 32Q: 3 clusters Score -2.460982e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 191819 members 
Entering Unmasked Estep 
Score: -24609872.000000 Penalty: 6046.534668
	Iteration 33Q: 3 clusters Score -2.460987e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 192013 members 
Entering Unmasked Estep 
Score: -24609948.000000 Penalty: 6046.534668
	Iteration 34Q: 3 clusters Score -2.460995e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 192159 members 
Entering Unmasked Estep 
Score: -24609990.000000 Penalty: 6046.534668
	Iteration 35Q: 3 clusters Score -2.460999e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 192305 members 
Entering Unmasked Estep 
Score: -24609974.000000 Penalty: 6046.534668
	Iteration 36Q: 3 clusters Score -2.460997e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 192414 members 
Entering Unmasked Estep 
Score: -24609988.000000 Penalty: 6046.534668
	Iteration 37Q: 3 clusters Score -2.460999e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 192487 members 
Entering Unmasked Estep 
Score: -24610020.000000 Penalty: 6046.534668
	Iteration 38Q: 3 clusters Score -2.461002e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 192569 members 
Entering Unmasked Estep 
Score: -24610046.000000 Penalty: 6046.534668
	Iteration 39Q: 3 clusters Score -2.461005e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 192639 members 
Entering Unmasked Estep 
Score: -24610068.000000 Penalty: 6046.534668
	Iteration 40F: 3 clusters Score -2.461007e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 192706 members 
Entering Unmasked Estep 
Score: -24610076.000000 Penalty: 6046.534668
	Iteration 41Q: 3 clusters Score -2.461008e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 192764 members 
Entering Unmasked Estep 
Score: -24610066.000000 Penalty: 6046.534668
	Iteration 42Q: 3 clusters Score -2.461007e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 192807 members 
Entering Unmasked Estep 
Score: -24610114.000000 Penalty: 6046.534668
	Iteration 43Q: 3 clusters Score -2.461011e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 192842 members 
Entering Unmasked Estep 
Score: -24610148.000000 Penalty: 6046.534668
	Iteration 44Q: 3 clusters Score -2.461015e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 192880 members 
Entering Unmasked Estep 
Score: -24610120.000000 Penalty: 6046.534668
	Iteration 45Q: 3 clusters Score -2.461012e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 192915 members 
Entering Unmasked Estep 
Score: -24610138.000000 Penalty: 6046.534668
	Iteration 46Q: 3 clusters Score -2.461014e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 192956 members 
Entering Unmasked Estep 
Score: -24610148.000000 Penalty: 6046.534668
	Iteration 47Q: 3 clusters Score -2.461015e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 192996 members 
Entering Unmasked Estep 
Score: -24610166.000000 Penalty: 6046.534668
	Iteration 48Q: 3 clusters Score -2.461017e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 193036 members 
Entering Unmasked Estep 
Score: -24610172.000000 Penalty: 6046.534668
	Iteration 49Q: 3 clusters Score -2.461017e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 193076 members 
Entering Unmasked Estep 
Score: -24610156.000000 Penalty: 6046.534668
	Iteration 50Q: 3 clusters Score -2.461016e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 193110 members 
Entering Unmasked Estep 
Score: -24610172.000000 Penalty: 6046.534668
	Iteration 51Q: 3 clusters Score -2.461017e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 193139 members 
Entering Unmasked Estep 
Score: -24610150.000000 Penalty: 6046.534668
	Iteration 52Q: 3 clusters Score -2.461015e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 193169 members 
Entering Unmasked Estep 
Score: -24610176.000000 Penalty: 6046.534668
	Iteration 53Q: 3 clusters Score -2.461018e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 193188 members 
Entering Unmasked Estep 
Score: -24610158.000000 Penalty: 6046.534668
	Iteration 54Q: 3 clusters Score -2.461016e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 193208 members 
Entering Unmasked Estep 
Score: -24610178.000000 Penalty: 6046.534668
	Iteration 55Q: 3 clusters Score -2.461018e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 193229 members 
Entering Unmasked Estep 
Score: -24610168.000000 Penalty: 6046.534668
	Iteration 56Q: 3 clusters Score -2.461017e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 193247 members 
Entering Unmasked Estep 
Score: -24610172.000000 Penalty: 6046.534668
	Iteration 57Q: 3 clusters Score -2.461017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 193257 members 
Entering Unmasked Estep 
Score: -24610174.000000 Penalty: 6046.534668
	Iteration 58Q: 3 clusters Score -2.461017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 193268 members 
Entering Unmasked Estep 
Score: -24610176.000000 Penalty: 6046.534668
	Iteration 59Q: 3 clusters Score -2.461018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 193281 members 
Entering Unmasked Estep 
Score: -24610182.000000 Penalty: 6046.534668
	Iteration 60F: 3 clusters Score -2.461018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 193291 members 
Entering Unmasked Estep 
Score: -24610178.000000 Penalty: 6046.534668
	Iteration 61Q: 3 clusters Score -2.461018e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 193301 members 
Entering Unmasked Estep 
Score: -24610194.000000 Penalty: 6046.534668
	Iteration 62Q: 3 clusters Score -2.461019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 193309 members 
Entering Unmasked Estep 
Score: -24610174.000000 Penalty: 6046.534668
	Iteration 63Q: 3 clusters Score -2.461017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 193317 members 
Entering Unmasked Estep 
Score: -24610166.000000 Penalty: 6046.534668
	Iteration 64Q: 3 clusters Score -2.461017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 193325 members 
Entering Unmasked Estep 
Score: -24610170.000000 Penalty: 6046.534668
	Iteration 65Q: 3 clusters Score -2.461017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 193331 members 
Entering Unmasked Estep 
Score: -24610170.000000 Penalty: 6046.534668
	Iteration 66Q: 3 clusters Score -2.461017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 193336 members 
Entering Unmasked Estep 
Score: -24610180.000000 Penalty: 6046.534668
	Iteration 67Q: 3 clusters Score -2.461018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 193349 members 
Entering Unmasked Estep 
Score: -24610204.000000 Penalty: 6046.534668
	Iteration 68Q: 3 clusters Score -2.46102e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 193362 members 
Entering Unmasked Estep 
Score: -24610198.000000 Penalty: 6046.534668
	Iteration 69Q: 3 clusters Score -2.46102e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 193378 members 
Entering Unmasked Estep 
Score: -24610178.000000 Penalty: 6046.534668
	Iteration 70Q: 3 clusters Score -2.461018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 193394 members 
Entering Unmasked Estep 
Score: -24610172.000000 Penalty: 6046.534668
	Iteration 71Q: 3 clusters Score -2.461017e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 193417 members 
Entering Unmasked Estep 
Score: -24610146.000000 Penalty: 6046.534668
	Iteration 72Q: 3 clusters Score -2.461015e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 193435 members 
Entering Unmasked Estep 
Score: -24610158.000000 Penalty: 6046.534668
	Iteration 73Q: 3 clusters Score -2.461016e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 193453 members 
Entering Unmasked Estep 
Score: -24610180.000000 Penalty: 6046.534668
	Iteration 74Q: 3 clusters Score -2.461018e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 193460 members 
Entering Unmasked Estep 
Score: -24610168.000000 Penalty: 6046.534668
	Iteration 75Q: 3 clusters Score -2.461017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 193464 members 
Entering Unmasked Estep 
Score: -24610170.000000 Penalty: 6046.534668
	Iteration 76Q: 3 clusters Score -2.461017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 193472 members 
Entering Unmasked Estep 
Score: -24610194.000000 Penalty: 6046.534668
	Iteration 77Q: 3 clusters Score -2.461019e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 193481 members 
Entering Unmasked Estep 
Score: -24610186.000000 Penalty: 6046.534668
	Iteration 78Q: 3 clusters Score -2.461019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 193486 members 
Entering Unmasked Estep 
Score: -24610190.000000 Penalty: 6046.534668
	Iteration 79Q: 3 clusters Score -2.461019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 193493 members 
Entering Unmasked Estep 
Score: -24610188.000000 Penalty: 6046.534668
	Iteration 80F: 3 clusters Score -2.461019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 193496 members 
Entering Unmasked Estep 
Score: -24610192.000000 Penalty: 6046.534668
	Iteration 81Q: 3 clusters Score -2.461019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 193499 members 
Entering Unmasked Estep 
Score: -24610184.000000 Penalty: 6046.534668
	Iteration 82Q: 3 clusters Score -2.461018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 193501 members 
Entering Unmasked Estep 
Score: -24610184.000000 Penalty: 6046.534668
	Iteration 83Q: 3 clusters Score -2.461018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 193501 members 
Entering Unmasked Estep 
Score: -24610184.000000 Penalty: 6046.534668
	Iteration 84Q: 3 clusters Score -2.461018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 193503 members 
Entering Unmasked Estep 
Score: -24610182.000000 Penalty: 6046.534668
	Iteration 85Q: 3 clusters Score -2.461018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 193505 members 
Entering Unmasked Estep 
Score: -24610198.000000 Penalty: 6046.534668
	Iteration 86Q: 3 clusters Score -2.46102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 193507 members 
Entering Unmasked Estep 
Score: -24610180.000000 Penalty: 6046.534668
	Iteration 87Q: 3 clusters Score -2.461018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 193508 members 
Entering Unmasked Estep 
Score: -24610176.000000 Penalty: 6046.534668
	Iteration 88Q: 3 clusters Score -2.461018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 193510 members 
Entering Unmasked Estep 
Score: -24610184.000000 Penalty: 6046.534668
	Iteration 89Q: 3 clusters Score -2.461018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 193512 members 
Entering Unmasked Estep 
Score: -24610168.000000 Penalty: 6046.534668
	Iteration 90Q: 3 clusters Score -2.461017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 193514 members 
Entering Unmasked Estep 
Score: -24610166.000000 Penalty: 6046.534668
	Iteration 91Q: 3 clusters Score -2.461017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 193515 members 
Entering Unmasked Estep 
Score: -24610174.000000 Penalty: 6046.534668
	Iteration 92Q: 3 clusters Score -2.461017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 193515 members 
Entering Unmasked Estep 
Score: -24610174.000000 Penalty: 6046.534668
	Iteration 93Q: 3 clusters Score -2.461017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 193516 members 
Entering Unmasked Estep 
Score: -24610170.000000 Penalty: 6046.534668
	Iteration 94Q: 3 clusters Score -2.461017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 193519 members 
Entering Unmasked Estep 
Score: -24610160.000000 Penalty: 6046.534668
	Iteration 95Q: 3 clusters Score -2.461016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 193521 members 
Entering Unmasked Estep 
Score: -24610158.000000 Penalty: 6046.534668
	Iteration 96Q: 3 clusters Score -2.461016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 193522 members 
Entering Unmasked Estep 
Score: -24610176.000000 Penalty: 6046.534668
	Iteration 97Q: 3 clusters Score -2.461018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 193525 members 
Entering Unmasked Estep 
Score: -24610160.000000 Penalty: 6046.534668
	Iteration 98Q: 3 clusters Score -2.461016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 193528 members 
Entering Unmasked Estep 
Score: -24610172.000000 Penalty: 6046.534668
	Iteration 99Q: 3 clusters Score -2.461017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 193528 members 
Entering Unmasked Estep 
Score: -24610180.000000 Penalty: 6046.534668
	Iteration 100F: 3 clusters Score -2.461018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 193532 members 
Entering Unmasked Estep 
Score: -24610176.000000 Penalty: 6046.534668
	Iteration 101Q: 3 clusters Score -2.461018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 193538 members 
Entering Unmasked Estep 
Score: -24610180.000000 Penalty: 6046.534668
	Iteration 102Q: 3 clusters Score -2.461018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 193539 members 
Entering Unmasked Estep 
Score: -24610176.000000 Penalty: 6046.534668
	Iteration 103Q: 3 clusters Score -2.461018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 193539 members 
Entering Unmasked Estep 
Score: -24610174.000000 Penalty: 6046.534668
	Iteration 104Q: 3 clusters Score -2.461017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 193541 members 
Entering Unmasked Estep 
Score: -24610188.000000 Penalty: 6046.534668
	Iteration 105Q: 3 clusters Score -2.461019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 193543 members 
Entering Unmasked Estep 
Score: -24610178.000000 Penalty: 6046.534668
	Iteration 106Q: 3 clusters Score -2.461018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 193544 members 
Entering Unmasked Estep 
Score: -24610184.000000 Penalty: 6046.534668
	Iteration 107Q: 3 clusters Score -2.461018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 193547 members 
Entering Unmasked Estep 
Score: -24610164.000000 Penalty: 6046.534668
	Iteration 108Q: 3 clusters Score -2.461016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 193551 members 
Entering Unmasked Estep 
Score: -24610170.000000 Penalty: 6046.534668
	Iteration 109Q: 3 clusters Score -2.461017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 193555 members 
Entering Unmasked Estep 
Score: -24610162.000000 Penalty: 6046.534668
	Iteration 110Q: 3 clusters Score -2.461016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 193555 members 
Entering Unmasked Estep 
Score: -24610162.000000 Penalty: 6046.534668
	Iteration 111F: 3 clusters Score -2.461016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Entering Unmasked Estep 
Score: -138715.046875 Penalty: 1762.844482
	Iteration 0F: 2 clusters Score -138715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -136600.250000 Penalty: 3525.688965
	Iteration 0F: 3 clusters Score -136600.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -137057.515625 Penalty: 3525.688965
	Iteration 1F: 3 clusters Score -137057.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -137404.531250 Penalty: 3525.688965
	Iteration 2F: 3 clusters Score -137404.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -137694.531250 Penalty: 3525.688965
	Iteration 3F: 3 clusters Score -137694.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -137898.546875 Penalty: 3525.688965
	Iteration 4F: 3 clusters Score -137898.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -138061.765625 Penalty: 3525.688965
	Iteration 5Q: 3 clusters Score -138061.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -138190.781250 Penalty: 3525.688965
	Iteration 6Q: 3 clusters Score -138190.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -138318.750000 Penalty: 3525.688965
	Iteration 7Q: 3 clusters Score -138318.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -138442.109375 Penalty: 3525.688965
	Iteration 8Q: 3 clusters Score -138442.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -138553.781250 Penalty: 3525.688965
	Iteration 9Q: 3 clusters Score -138553.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -138608.937500 Penalty: 3525.688965
	Iteration 10Q: 3 clusters Score -138608.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -138619.484375 Penalty: 3525.688965
	Iteration 11Q: 3 clusters Score -138619.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -138621.656250 Penalty: 3525.688965
	Iteration 12Q: 3 clusters Score -138621.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -138622.453125 Penalty: 3525.688965
	Iteration 13Q: 3 clusters Score -138622.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -138622.453125 Penalty: 3525.688965
	Iteration 14F: 3 clusters Score -138622.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Entering Unmasked Estep 
Score: -5062068.500000 Penalty: 2631.535645
	Iteration 0F: 2 clusters Score -5062068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -5034494.000000 Penalty: 5263.071289
	Iteration 0F: 3 clusters Score -5034494 nChanged 18659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -5045050.000000 Penalty: 5263.071289
	Iteration 1F: 3 clusters Score -5045050 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -5045854.000000 Penalty: 5263.071289
	Iteration 2Q: 3 clusters Score -5045854 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -5046834.000000 Penalty: 5263.071289
	Iteration 3F: 3 clusters Score -5046834 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -5048222.500000 Penalty: 5263.071289
	Iteration 4F: 3 clusters Score -5048222 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -5050194.000000 Penalty: 5263.071289
	Iteration 5F: 3 clusters Score -5050194 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -5052640.500000 Penalty: 5263.071289
	Iteration 6F: 3 clusters Score -5052640 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -5055190.000000 Penalty: 5263.071289
	Iteration 7F: 3 clusters Score -5055190 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -5057152.500000 Penalty: 5263.071289
	Iteration 8F: 3 clusters Score -5057152 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -5058414.500000 Penalty: 5263.071289
	Iteration 9Q: 3 clusters Score -5058414 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -5059151.000000 Penalty: 5263.071289
	Iteration 10Q: 3 clusters Score -5059151 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -5059597.500000 Penalty: 5263.071289
	Iteration 11Q: 3 clusters Score -5059598 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -5059812.500000 Penalty: 5263.071289
	Iteration 12Q: 3 clusters Score -5059812 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -5059943.000000 Penalty: 5263.071289
	Iteration 13Q: 3 clusters Score -5059943 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -5060020.000000 Penalty: 5263.071289
	Iteration 14Q: 3 clusters Score -5060020 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -5060072.000000 Penalty: 5263.071289
	Iteration 15Q: 3 clusters Score -5060072 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -5060110.500000 Penalty: 5263.071289
	Iteration 16Q: 3 clusters Score -5060110 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -5060137.000000 Penalty: 5263.071289
	Iteration 17Q: 3 clusters Score -5060137 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -5060166.000000 Penalty: 5263.071289
	Iteration 18Q: 3 clusters Score -5060166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -5060166.500000 Penalty: 5263.071289
	Iteration 19Q: 3 clusters Score -5060166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -5060178.500000 Penalty: 5263.071289
	Iteration 20F: 3 clusters Score -5060178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -5060177.000000 Penalty: 5263.071289
	Iteration 21Q: 3 clusters Score -5060177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -5060180.500000 Penalty: 5263.071289
	Iteration 22Q: 3 clusters Score -5060180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -5060188.500000 Penalty: 5263.071289
	Iteration 23Q: 3 clusters Score -5060188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -5060191.000000 Penalty: 5263.071289
	Iteration 24Q: 3 clusters Score -5060191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -5060195.000000 Penalty: 5263.071289
	Iteration 25Q: 3 clusters Score -5060195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -5060195.000000 Penalty: 5263.071289
	Iteration 26Q: 3 clusters Score -5060195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -5060206.500000 Penalty: 5263.071289
	Iteration 27Q: 3 clusters Score -5060206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -5060216.000000 Penalty: 5263.071289
	Iteration 28Q: 3 clusters Score -5060216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -5060210.000000 Penalty: 5263.071289
	Iteration 29Q: 3 clusters Score -5060210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -5060211.000000 Penalty: 5263.071289
	Iteration 30Q: 3 clusters Score -5060211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -5060205.500000 Penalty: 5263.071289
	Iteration 31Q: 3 clusters Score -5060206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -5060209.500000 Penalty: 5263.071289
	Iteration 32Q: 3 clusters Score -5060210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -5060213.000000 Penalty: 5263.071289
	Iteration 33Q: 3 clusters Score -5060213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -5060212.000000 Penalty: 5263.071289
	Iteration 34Q: 3 clusters Score -5060212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -5060212.500000 Penalty: 5263.071289
	Iteration 35Q: 3 clusters Score -5060212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -5060213.500000 Penalty: 5263.071289
	Iteration 36Q: 3 clusters Score -5060214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -5060211.000000 Penalty: 5263.071289
	Iteration 37Q: 3 clusters Score -5060211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -5060215.500000 Penalty: 5263.071289
	Iteration 38Q: 3 clusters Score -5060216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -5060215.000000 Penalty: 5263.071289
	Iteration 39Q: 3 clusters Score -5060215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -5060215.500000 Penalty: 5263.071289
	Iteration 40F: 3 clusters Score -5060216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -5060213.000000 Penalty: 5263.071289
	Iteration 41Q: 3 clusters Score -5060213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -5060218.000000 Penalty: 5263.071289
	Iteration 42Q: 3 clusters Score -5060218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -5060224.500000 Penalty: 5263.071289
	Iteration 43Q: 3 clusters Score -5060224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -5060226.500000 Penalty: 5263.071289
	Iteration 44Q: 3 clusters Score -5060226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -5060223.500000 Penalty: 5263.071289
	Iteration 45Q: 3 clusters Score -5060224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -5060224.500000 Penalty: 5263.071289
	Iteration 46Q: 3 clusters Score -5060224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -5060224.500000 Penalty: 5263.071289
	Iteration 47Q: 3 clusters Score -5060224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -5060228.000000 Penalty: 5263.071289
	Iteration 48Q: 3 clusters Score -5060228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -5060228.000000 Penalty: 5263.071289
	Iteration 49F: 3 clusters Score -5060228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (270238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270238 members 
Entering Unmasked Estep 
Score: -33518760.000000 Penalty: 3101.750488
	Iteration 0F: 2 clusters Score -3.351876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135161 members 
Mstep: Class 2 contains 135077 members 
Entering Unmasked Estep 
Score: -33350518.000000 Penalty: 6203.500977
	Iteration 0F: 3 clusters Score -3.335052e+07 nChanged 130790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136949 members 
Mstep: Class 2 contains 133289 members 
Entering Unmasked Estep 
Score: -33427676.000000 Penalty: 6203.500977
	Iteration 1F: 3 clusters Score -3.342768e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138885 members 
Mstep: Class 2 contains 131353 members 
Entering Unmasked Estep 
Score: -33429162.000000 Penalty: 6203.500977
	Iteration 2Q: 3 clusters Score -3.342916e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142072 members 
Mstep: Class 2 contains 128166 members 
Entering Unmasked Estep 
Score: -33431548.000000 Penalty: 6203.500977
	Iteration 3Q: 3 clusters Score -3.343155e+07 nChanged 10706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147186 members 
Mstep: Class 2 contains 123052 members 
Entering Unmasked Estep 
Score: -33436064.000000 Penalty: 6203.500977
	Iteration 4Q: 3 clusters Score -3.343606e+07 nChanged 14402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155216 members 
Mstep: Class 2 contains 115022 members 
Entering Unmasked Estep 
Score: -33444034.000000 Penalty: 6203.500977
	Iteration 5F: 3 clusters Score -3.344403e+07 nChanged 18992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167434 members 
Mstep: Class 2 contains 102804 members 
Entering Unmasked Estep 
Score: -33457104.000000 Penalty: 6203.500977
	Iteration 6F: 3 clusters Score -3.34571e+07 nChanged 22085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183983 members 
Mstep: Class 2 contains 86255 members 
Entering Unmasked Estep 
Score: -33474626.000000 Penalty: 6203.500977
	Iteration 7F: 3 clusters Score -3.347463e+07 nChanged 21291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201780 members 
Mstep: Class 2 contains 68458 members 
Entering Unmasked Estep 
Score: -33493050.000000 Penalty: 6203.500977
	Iteration 8F: 3 clusters Score -3.349305e+07 nChanged 16925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216651 members 
Mstep: Class 2 contains 53587 members 
Entering Unmasked Estep 
Score: -33506160.000000 Penalty: 6203.500977
	Iteration 9F: 3 clusters Score -3.350616e+07 nChanged 12022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227917 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -33512604.000000 Penalty: 6203.500977
	Iteration 10Q: 3 clusters Score -3.35126e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236992 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -33514960.000000 Penalty: 6203.500977
	Iteration 11Q: 3 clusters Score -3.351496e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244672 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -33516100.000000 Penalty: 6203.500977
	Iteration 12Q: 3 clusters Score -3.35161e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251145 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -33516198.000000 Penalty: 6203.500977
	Iteration 13Q: 3 clusters Score -3.35162e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256399 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -33516954.000000 Penalty: 6203.500977
	Iteration 14Q: 3 clusters Score -3.351695e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260182 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -33517420.000000 Penalty: 6203.500977
	Iteration 15Q: 3 clusters Score -3.351742e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262866 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -33517664.000000 Penalty: 6203.500977
	Iteration 16Q: 3 clusters Score -3.351766e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264787 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -33517456.000000 Penalty: 6203.500977
	Iteration 17Q: 3 clusters Score -3.351746e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266076 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -33517476.000000 Penalty: 6203.500977
	Iteration 18Q: 3 clusters Score -3.351748e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266967 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -33517318.000000 Penalty: 6203.500977
	Iteration 19Q: 3 clusters Score -3.351732e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267566 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -33517312.000000 Penalty: 6203.500977
	Iteration 20F: 3 clusters Score -3.351731e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268035 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -33517312.000000 Penalty: 6203.500977
	Iteration 21Q: 3 clusters Score -3.351731e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268330 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -33517264.000000 Penalty: 6203.500977
	Iteration 22Q: 3 clusters Score -3.351726e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268528 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -33517244.000000 Penalty: 6203.500977
	Iteration 23Q: 3 clusters Score -3.351724e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268684 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -33517142.000000 Penalty: 6203.500977
	Iteration 24Q: 3 clusters Score -3.351714e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268797 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -33517066.000000 Penalty: 6203.500977
	Iteration 25Q: 3 clusters Score -3.351707e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268884 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -33517092.000000 Penalty: 6203.500977
	Iteration 26Q: 3 clusters Score -3.351709e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268961 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -33517080.000000 Penalty: 6203.500977
	Iteration 27Q: 3 clusters Score -3.351708e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269018 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -33517062.000000 Penalty: 6203.500977
	Iteration 28Q: 3 clusters Score -3.351706e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269056 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -33517054.000000 Penalty: 6203.500977
	Iteration 29Q: 3 clusters Score -3.351705e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269088 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -33517022.000000 Penalty: 6203.500977
	Iteration 30Q: 3 clusters Score -3.351702e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269119 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -33517002.000000 Penalty: 6203.500977
	Iteration 31Q: 3 clusters Score -3.3517e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269143 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -33516986.000000 Penalty: 6203.500977
	Iteration 32Q: 3 clusters Score -3.351699e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269161 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -33516982.000000 Penalty: 6203.500977
	Iteration 33Q: 3 clusters Score -3.351698e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269175 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -33516934.000000 Penalty: 6203.500977
	Iteration 34Q: 3 clusters Score -3.351693e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269186 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -33516966.000000 Penalty: 6203.500977
	Iteration 35Q: 3 clusters Score -3.351697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269195 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -33516964.000000 Penalty: 6203.500977
	Iteration 36Q: 3 clusters Score -3.351696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269202 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -33516976.000000 Penalty: 6203.500977
	Iteration 37Q: 3 clusters Score -3.351698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269203 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -33516972.000000 Penalty: 6203.500977
	Iteration 38Q: 3 clusters Score -3.351697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269204 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -33516988.000000 Penalty: 6203.500977
	Iteration 39Q: 3 clusters Score -3.351699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269205 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -33516990.000000 Penalty: 6203.500977
	Iteration 40F: 3 clusters Score -3.351699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269207 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -33516986.000000 Penalty: 6203.500977
	Iteration 41Q: 3 clusters Score -3.351699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269209 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -33516980.000000 Penalty: 6203.500977
	Iteration 42Q: 3 clusters Score -3.351698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269213 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -33516974.000000 Penalty: 6203.500977
	Iteration 43Q: 3 clusters Score -3.351697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269215 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -33516982.000000 Penalty: 6203.500977
	Iteration 44Q: 3 clusters Score -3.351698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269218 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -33516990.000000 Penalty: 6203.500977
	Iteration 45Q: 3 clusters Score -3.351699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269220 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -33516982.000000 Penalty: 6203.500977
	Iteration 46Q: 3 clusters Score -3.351698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269221 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -33516980.000000 Penalty: 6203.500977
	Iteration 47Q: 3 clusters Score -3.351698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269222 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -33516978.000000 Penalty: 6203.500977
	Iteration 48Q: 3 clusters Score -3.351698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269223 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -33516992.000000 Penalty: 6203.500977
	Iteration 49Q: 3 clusters Score -3.351699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269223 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -33516992.000000 Penalty: 6203.500977
	Iteration 50F: 3 clusters Score -3.351699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Entering Unmasked Estep 
Score: -7488442.000000 Penalty: 2726.940918
	Iteration 0F: 2 clusters Score -7488442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -7448365.500000 Penalty: 5453.881836
	Iteration 0F: 3 clusters Score -7448366 nChanged 27690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -7463903.000000 Penalty: 5453.881836
	Iteration 1F: 3 clusters Score -7463903 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -7464621.500000 Penalty: 5453.881836
	Iteration 2Q: 3 clusters Score -7464622 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -7465492.500000 Penalty: 5453.881836
	Iteration 3Q: 3 clusters Score -7465492 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -7466423.500000 Penalty: 5453.881836
	Iteration 4Q: 3 clusters Score -7466424 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -7467583.000000 Penalty: 5453.881836
	Iteration 5Q: 3 clusters Score -7467583 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -7468896.000000 Penalty: 5453.881836
	Iteration 6Q: 3 clusters Score -7468896 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -7470343.500000 Penalty: 5453.881836
	Iteration 7Q: 3 clusters Score -7470344 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -7471784.000000 Penalty: 5453.881836
	Iteration 8Q: 3 clusters Score -7471784 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -7473317.000000 Penalty: 5453.881836
	Iteration 9F: 3 clusters Score -7473317 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -7474912.000000 Penalty: 5453.881836
	Iteration 10Q: 3 clusters Score -7474912 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -7476393.000000 Penalty: 5453.881836
	Iteration 11Q: 3 clusters Score -7476393 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -7477743.500000 Penalty: 5453.881836
	Iteration 12Q: 3 clusters Score -7477744 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -7478781.000000 Penalty: 5453.881836
	Iteration 13Q: 3 clusters Score -7478781 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -7479505.000000 Penalty: 5453.881836
	Iteration 14Q: 3 clusters Score -7479505 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -7479951.000000 Penalty: 5453.881836
	Iteration 15Q: 3 clusters Score -7479951 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -7480235.000000 Penalty: 5453.881836
	Iteration 16Q: 3 clusters Score -7480235 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -7480408.500000 Penalty: 5453.881836
	Iteration 17Q: 3 clusters Score -7480408 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -7480547.500000 Penalty: 5453.881836
	Iteration 18Q: 3 clusters Score -7480548 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -7480681.000000 Penalty: 5453.881836
	Iteration 19Q: 3 clusters Score -7480681 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -7480797.000000 Penalty: 5453.881836
	Iteration 20F: 3 clusters Score -7480797 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -7480876.000000 Penalty: 5453.881836
	Iteration 21Q: 3 clusters Score -7480876 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -7480936.000000 Penalty: 5453.881836
	Iteration 22Q: 3 clusters Score -7480936 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -7481055.500000 Penalty: 5453.881836
	Iteration 23Q: 3 clusters Score -7481056 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -7481171.500000 Penalty: 5453.881836
	Iteration 24Q: 3 clusters Score -7481172 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -7481258.500000 Penalty: 5453.881836
	Iteration 25Q: 3 clusters Score -7481258 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -7481381.500000 Penalty: 5453.881836
	Iteration 26Q: 3 clusters Score -7481382 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -7481482.500000 Penalty: 5453.881836
	Iteration 27Q: 3 clusters Score -7481482 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -7481581.000000 Penalty: 5453.881836
	Iteration 28Q: 3 clusters Score -7481581 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -7481660.000000 Penalty: 5453.881836
	Iteration 29Q: 3 clusters Score -7481660 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -7481757.500000 Penalty: 5453.881836
	Iteration 30Q: 3 clusters Score -7481758 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -7481854.000000 Penalty: 5453.881836
	Iteration 31Q: 3 clusters Score -7481854 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -7481983.500000 Penalty: 5453.881836
	Iteration 32Q: 3 clusters Score -7481984 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -7482107.500000 Penalty: 5453.881836
	Iteration 33Q: 3 clusters Score -7482108 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -7482208.000000 Penalty: 5453.881836
	Iteration 34Q: 3 clusters Score -7482208 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -7482388.500000 Penalty: 5453.881836
	Iteration 35Q: 3 clusters Score -7482388 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -7482541.500000 Penalty: 5453.881836
	Iteration 36Q: 3 clusters Score -7482542 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -7482707.500000 Penalty: 5453.881836
	Iteration 37Q: 3 clusters Score -7482708 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -7482857.500000 Penalty: 5453.881836
	Iteration 38Q: 3 clusters Score -7482858 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -7483032.000000 Penalty: 5453.881836
	Iteration 39Q: 3 clusters Score -7483032 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -7483197.500000 Penalty: 5453.881836
	Iteration 40F: 3 clusters Score -7483198 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -7483376.500000 Penalty: 5453.881836
	Iteration 41Q: 3 clusters Score -7483376 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -7483510.500000 Penalty: 5453.881836
	Iteration 42Q: 3 clusters Score -7483510 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -7483698.000000 Penalty: 5453.881836
	Iteration 43Q: 3 clusters Score -7483698 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -7483828.500000 Penalty: 5453.881836
	Iteration 44Q: 3 clusters Score -7483828 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -7483962.500000 Penalty: 5453.881836
	Iteration 45Q: 3 clusters Score -7483962 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -7484113.500000 Penalty: 5453.881836
	Iteration 46Q: 3 clusters Score -7484114 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -7484238.000000 Penalty: 5453.881836
	Iteration 47Q: 3 clusters Score -7484238 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -7484402.000000 Penalty: 5453.881836
	Iteration 48Q: 3 clusters Score -7484402 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -7484517.500000 Penalty: 5453.881836
	Iteration 49Q: 3 clusters Score -7484518 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -7484650.000000 Penalty: 5453.881836
	Iteration 50Q: 3 clusters Score -7484650 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -7484757.000000 Penalty: 5453.881836
	Iteration 51Q: 3 clusters Score -7484757 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -7484872.000000 Penalty: 5453.881836
	Iteration 52Q: 3 clusters Score -7484872 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -7485002.000000 Penalty: 5453.881836
	Iteration 53Q: 3 clusters Score -7485002 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -7485093.500000 Penalty: 5453.881836
	Iteration 54Q: 3 clusters Score -7485094 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
Score: -7485166.500000 Penalty: 5453.881836
	Iteration 55Q: 3 clusters Score -7485166 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 52866 members 
Entering Unmasked Estep 
Score: -7485275.000000 Penalty: 5453.881836
	Iteration 56Q: 3 clusters Score -7485275 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 53197 members 
Entering Unmasked Estep 
Score: -7485371.500000 Penalty: 5453.881836
	Iteration 57Q: 3 clusters Score -7485372 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -7485430.000000 Penalty: 5453.881836
	Iteration 58Q: 3 clusters Score -7485430 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -7485493.000000 Penalty: 5453.881836
	Iteration 59Q: 3 clusters Score -7485493 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -7485573.000000 Penalty: 5453.881836
	Iteration 60F: 3 clusters Score -7485573 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -7485655.000000 Penalty: 5453.881836
	Iteration 61Q: 3 clusters Score -7485655 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
Score: -7485710.000000 Penalty: 5453.881836
	Iteration 62Q: 3 clusters Score -7485710 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 54760 members 
Entering Unmasked Estep 
Score: -7485787.000000 Penalty: 5453.881836
	Iteration 63Q: 3 clusters Score -7485787 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -7485846.000000 Penalty: 5453.881836
	Iteration 64Q: 3 clusters Score -7485846 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -7485895.500000 Penalty: 5453.881836
	Iteration 65Q: 3 clusters Score -7485896 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 55365 members 
Entering Unmasked Estep 
Score: -7485941.000000 Penalty: 5453.881836
	Iteration 66Q: 3 clusters Score -7485941 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -7486005.000000 Penalty: 5453.881836
	Iteration 67Q: 3 clusters Score -7486005 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 55723 members 
Entering Unmasked Estep 
Score: -7486078.000000 Penalty: 5453.881836
	Iteration 68Q: 3 clusters Score -7486078 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
Score: -7486103.000000 Penalty: 5453.881836
	Iteration 69Q: 3 clusters Score -7486103 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -7486157.000000 Penalty: 5453.881836
	Iteration 70Q: 3 clusters Score -7486157 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -7486183.000000 Penalty: 5453.881836
	Iteration 71Q: 3 clusters Score -7486183 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -7486240.500000 Penalty: 5453.881836
	Iteration 72Q: 3 clusters Score -7486240 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
Score: -7486303.000000 Penalty: 5453.881836
	Iteration 73Q: 3 clusters Score -7486303 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 56509 members 
Entering Unmasked Estep 
Score: -7486319.500000 Penalty: 5453.881836
	Iteration 74Q: 3 clusters Score -7486320 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 56604 members 
Entering Unmasked Estep 
Score: -7486360.500000 Penalty: 5453.881836
	Iteration 75Q: 3 clusters Score -7486360 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 56677 members 
Entering Unmasked Estep 
Score: -7486373.000000 Penalty: 5453.881836
	Iteration 76Q: 3 clusters Score -7486373 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -7486404.500000 Penalty: 5453.881836
	Iteration 77Q: 3 clusters Score -7486404 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 56806 members 
Entering Unmasked Estep 
Score: -7486436.000000 Penalty: 5453.881836
	Iteration 78Q: 3 clusters Score -7486436 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -7486450.000000 Penalty: 5453.881836
	Iteration 79Q: 3 clusters Score -7486450 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 56927 members 
Entering Unmasked Estep 
Score: -7486482.000000 Penalty: 5453.881836
	Iteration 80F: 3 clusters Score -7486482 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 56983 members 
Entering Unmasked Estep 
Score: -7486505.500000 Penalty: 5453.881836
	Iteration 81Q: 3 clusters Score -7486506 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 57035 members 
Entering Unmasked Estep 
Score: -7486529.500000 Penalty: 5453.881836
	Iteration 82Q: 3 clusters Score -7486530 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -7486551.000000 Penalty: 5453.881836
	Iteration 83Q: 3 clusters Score -7486551 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -7486563.000000 Penalty: 5453.881836
	Iteration 84Q: 3 clusters Score -7486563 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -7486581.500000 Penalty: 5453.881836
	Iteration 85Q: 3 clusters Score -7486582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -7486584.000000 Penalty: 5453.881836
	Iteration 86Q: 3 clusters Score -7486584 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 57207 members 
Entering Unmasked Estep 
Score: -7486585.000000 Penalty: 5453.881836
	Iteration 87Q: 3 clusters Score -7486585 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 57241 members 
Entering Unmasked Estep 
Score: -7486607.000000 Penalty: 5453.881836
	Iteration 88Q: 3 clusters Score -7486607 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 57274 members 
Entering Unmasked Estep 
Score: -7486606.500000 Penalty: 5453.881836
	Iteration 89Q: 3 clusters Score -7486606 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -7486632.500000 Penalty: 5453.881836
	Iteration 90Q: 3 clusters Score -7486632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 57336 members 
Entering Unmasked Estep 
Score: -7486634.000000 Penalty: 5453.881836
	Iteration 91Q: 3 clusters Score -7486634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 57357 members 
Entering Unmasked Estep 
Score: -7486646.000000 Penalty: 5453.881836
	Iteration 92Q: 3 clusters Score -7486646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 57376 members 
Entering Unmasked Estep 
Score: -7486661.500000 Penalty: 5453.881836
	Iteration 93Q: 3 clusters Score -7486662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -7486662.000000 Penalty: 5453.881836
	Iteration 94Q: 3 clusters Score -7486662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 57408 members 
Entering Unmasked Estep 
Score: -7486667.500000 Penalty: 5453.881836
	Iteration 95Q: 3 clusters Score -7486668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 57422 members 
Entering Unmasked Estep 
Score: -7486675.000000 Penalty: 5453.881836
	Iteration 96Q: 3 clusters Score -7486675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -7486681.000000 Penalty: 5453.881836
	Iteration 97Q: 3 clusters Score -7486681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -7486694.500000 Penalty: 5453.881836
	Iteration 98Q: 3 clusters Score -7486694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -7486683.500000 Penalty: 5453.881836
	Iteration 99Q: 3 clusters Score -7486684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 57497 members 
Entering Unmasked Estep 
Score: -7486692.000000 Penalty: 5453.881836
	Iteration 100F: 3 clusters Score -7486692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
Score: -7486702.500000 Penalty: 5453.881836
	Iteration 101Q: 3 clusters Score -7486702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 57510 members 
Entering Unmasked Estep 
Score: -7486701.500000 Penalty: 5453.881836
	Iteration 102Q: 3 clusters Score -7486702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 57519 members 
Entering Unmasked Estep 
Score: -7486703.000000 Penalty: 5453.881836
	Iteration 103Q: 3 clusters Score -7486703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -7486713.000000 Penalty: 5453.881836
	Iteration 104Q: 3 clusters Score -7486713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 57537 members 
Entering Unmasked Estep 
Score: -7486710.500000 Penalty: 5453.881836
	Iteration 105Q: 3 clusters Score -7486710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 57543 members 
Entering Unmasked Estep 
Score: -7486712.500000 Penalty: 5453.881836
	Iteration 106Q: 3 clusters Score -7486712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 57548 members 
Entering Unmasked Estep 
Score: -7486705.500000 Penalty: 5453.881836
	Iteration 107Q: 3 clusters Score -7486706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 57551 members 
Entering Unmasked Estep 
Score: -7486712.500000 Penalty: 5453.881836
	Iteration 108Q: 3 clusters Score -7486712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 57554 members 
Entering Unmasked Estep 
Score: -7486712.000000 Penalty: 5453.881836
	Iteration 109Q: 3 clusters Score -7486712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -7486717.500000 Penalty: 5453.881836
	Iteration 110Q: 3 clusters Score -7486718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -7486723.500000 Penalty: 5453.881836
	Iteration 111Q: 3 clusters Score -7486724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 57573 members 
Entering Unmasked Estep 
Score: -7486725.000000 Penalty: 5453.881836
	Iteration 112Q: 3 clusters Score -7486725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -7486718.500000 Penalty: 5453.881836
	Iteration 113Q: 3 clusters Score -7486718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 57587 members 
Entering Unmasked Estep 
Score: -7486723.500000 Penalty: 5453.881836
	Iteration 114Q: 3 clusters Score -7486724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 57597 members 
Entering Unmasked Estep 
Score: -7486719.000000 Penalty: 5453.881836
	Iteration 115Q: 3 clusters Score -7486719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -7486726.000000 Penalty: 5453.881836
	Iteration 116Q: 3 clusters Score -7486726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 57613 members 
Entering Unmasked Estep 
Score: -7486730.500000 Penalty: 5453.881836
	Iteration 117Q: 3 clusters Score -7486730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 57621 members 
Entering Unmasked Estep 
Score: -7486744.500000 Penalty: 5453.881836
	Iteration 118Q: 3 clusters Score -7486744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 57629 members 
Entering Unmasked Estep 
Score: -7486743.000000 Penalty: 5453.881836
	Iteration 119Q: 3 clusters Score -7486743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 57631 members 
Entering Unmasked Estep 
Score: -7486750.000000 Penalty: 5453.881836
	Iteration 120F: 3 clusters Score -7486750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 57632 members 
Entering Unmasked Estep 
Score: -7486754.000000 Penalty: 5453.881836
	Iteration 121Q: 3 clusters Score -7486754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 57632 members 
Entering Unmasked Estep 
Score: -7486754.000000 Penalty: 5453.881836
	Iteration 122F: 3 clusters Score -7486754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (302502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302502 members 
Entering Unmasked Estep 
Score: -37510100.000000 Penalty: 3129.721191
	Iteration 0F: 2 clusters Score -3.75101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151206 members 
Mstep: Class 2 contains 151296 members 
Entering Unmasked Estep 
Score: -37325752.000000 Penalty: 6259.442383
	Iteration 0F: 3 clusters Score -3.732575e+07 nChanged 146727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149845 members 
Mstep: Class 2 contains 152657 members 
Entering Unmasked Estep 
Score: -37412408.000000 Penalty: 6259.442383
	Iteration 1F: 3 clusters Score -3.741241e+07 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149060 members 
Mstep: Class 2 contains 153442 members 
Entering Unmasked Estep 
Score: -37414392.000000 Penalty: 6259.442383
	Iteration 2Q: 3 clusters Score -3.741439e+07 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147523 members 
Mstep: Class 2 contains 154979 members 
Entering Unmasked Estep 
Score: -37417552.000000 Penalty: 6259.442383
	Iteration 3Q: 3 clusters Score -3.741755e+07 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144544 members 
Mstep: Class 2 contains 157958 members 
Entering Unmasked Estep 
Score: -37422988.000000 Penalty: 6259.442383
	Iteration 4Q: 3 clusters Score -3.742299e+07 nChanged 15653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139427 members 
Mstep: Class 2 contains 163075 members 
Entering Unmasked Estep 
Score: -37430552.000000 Penalty: 6259.442383
	Iteration 5F: 3 clusters Score -3.743055e+07 nChanged 19400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130747 members 
Mstep: Class 2 contains 171755 members 
Entering Unmasked Estep 
Score: -37442660.000000 Penalty: 6259.442383
	Iteration 6F: 3 clusters Score -3.744266e+07 nChanged 22394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118547 members 
Mstep: Class 2 contains 183955 members 
Entering Unmasked Estep 
Score: -37459444.000000 Penalty: 6259.442383
	Iteration 7F: 3 clusters Score -3.745944e+07 nChanged 23131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104248 members 
Mstep: Class 2 contains 198254 members 
Entering Unmasked Estep 
Score: -37479892.000000 Penalty: 6259.442383
	Iteration 8F: 3 clusters Score -3.747989e+07 nChanged 19888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91418 members 
Mstep: Class 2 contains 211084 members 
Entering Unmasked Estep 
Score: -37496216.000000 Penalty: 6259.442383
	Iteration 9F: 3 clusters Score -3.749622e+07 nChanged 13669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 220523 members 
Entering Unmasked Estep 
Score: -37504524.000000 Penalty: 6259.442383
	Iteration 10Q: 3 clusters Score -3.750452e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74253 members 
Mstep: Class 2 contains 228249 members 
Entering Unmasked Estep 
Score: -37507700.000000 Penalty: 6259.442383
	Iteration 11Q: 3 clusters Score -3.75077e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66955 members 
Mstep: Class 2 contains 235547 members 
Entering Unmasked Estep 
Score: -37509820.000000 Penalty: 6259.442383
	Iteration 12Q: 3 clusters Score -3.750982e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60048 members 
Mstep: Class 2 contains 242454 members 
Entering Unmasked Estep 
Score: -37511300.000000 Penalty: 6259.442383
	Iteration 13Q: 3 clusters Score -3.75113e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 249231 members 
Entering Unmasked Estep 
Score: -37512924.000000 Penalty: 6259.442383
	Iteration 14Q: 3 clusters Score -3.751292e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 255568 members 
Entering Unmasked Estep 
Score: -37513520.000000 Penalty: 6259.442383
	Iteration 15Q: 3 clusters Score -3.751352e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 261998 members 
Entering Unmasked Estep 
Score: -37514408.000000 Penalty: 6259.442383
	Iteration 16Q: 3 clusters Score -3.751441e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 268377 members 
Entering Unmasked Estep 
Score: -37514640.000000 Penalty: 6259.442383
	Iteration 17Q: 3 clusters Score -3.751464e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 274408 members 
Entering Unmasked Estep 
Score: -37514432.000000 Penalty: 6259.442383
	Iteration 18Q: 3 clusters Score -3.751443e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 279936 members 
Entering Unmasked Estep 
Score: -37514204.000000 Penalty: 6259.442383
	Iteration 19Q: 3 clusters Score -3.75142e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 284539 members 
Entering Unmasked Estep 
Score: -37513972.000000 Penalty: 6259.442383
	Iteration 20F: 3 clusters Score -3.751397e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 288419 members 
Entering Unmasked Estep 
Score: -37513716.000000 Penalty: 6259.442383
	Iteration 21Q: 3 clusters Score -3.751372e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 291533 members 
Entering Unmasked Estep 
Score: -37513180.000000 Penalty: 6259.442383
	Iteration 22Q: 3 clusters Score -3.751318e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 293937 members 
Entering Unmasked Estep 
Score: -37512468.000000 Penalty: 6259.442383
	Iteration 23Q: 3 clusters Score -3.751247e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 295819 members 
Entering Unmasked Estep 
Score: -37511744.000000 Penalty: 6259.442383
	Iteration 24Q: 3 clusters Score -3.751174e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 297289 members 
Entering Unmasked Estep 
Score: -37511124.000000 Penalty: 6259.442383
	Iteration 25Q: 3 clusters Score -3.751112e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 298365 members 
Entering Unmasked Estep 
Score: -37510448.000000 Penalty: 6259.442383
	Iteration 26Q: 3 clusters Score -3.751045e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 299203 members 
Entering Unmasked Estep 
Score: -37510056.000000 Penalty: 6259.442383
	Iteration 27Q: 3 clusters Score -3.751006e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 299822 members 
Entering Unmasked Estep 
Score: -37509576.000000 Penalty: 6259.442383
	Iteration 28Q: 3 clusters Score -3.750958e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 300256 members 
Entering Unmasked Estep 
Score: -37509420.000000 Penalty: 6259.442383
	Iteration 29Q: 3 clusters Score -3.750942e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 300576 members 
Entering Unmasked Estep 
Score: -37509256.000000 Penalty: 6259.442383
	Iteration 30Q: 3 clusters Score -3.750926e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 300803 members 
Entering Unmasked Estep 
Score: -37509084.000000 Penalty: 6259.442383
	Iteration 31Q: 3 clusters Score -3.750908e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 300961 members 
Entering Unmasked Estep 
Score: -37508960.000000 Penalty: 6259.442383
	Iteration 32Q: 3 clusters Score -3.750896e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 301084 members 
Entering Unmasked Estep 
Score: -37508748.000000 Penalty: 6259.442383
	Iteration 33Q: 3 clusters Score -3.750875e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 301179 members 
Entering Unmasked Estep 
Score: -37508732.000000 Penalty: 6259.442383
	Iteration 34Q: 3 clusters Score -3.750873e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 301250 members 
Entering Unmasked Estep 
Score: -37508744.000000 Penalty: 6259.442383
	Iteration 35Q: 3 clusters Score -3.750874e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 301307 members 
Entering Unmasked Estep 
Score: -37508728.000000 Penalty: 6259.442383
	Iteration 36Q: 3 clusters Score -3.750873e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 301361 members 
Entering Unmasked Estep 
Score: -37508656.000000 Penalty: 6259.442383
	Iteration 37Q: 3 clusters Score -3.750866e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 301395 members 
Entering Unmasked Estep 
Score: -37508620.000000 Penalty: 6259.442383
	Iteration 38Q: 3 clusters Score -3.750862e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 301422 members 
Entering Unmasked Estep 
Score: -37508596.000000 Penalty: 6259.442383
	Iteration 39Q: 3 clusters Score -3.75086e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 301442 members 
Entering Unmasked Estep 
Score: -37508628.000000 Penalty: 6259.442383
	Iteration 40F: 3 clusters Score -3.750863e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 301461 members 
Entering Unmasked Estep 
Score: -37508640.000000 Penalty: 6259.442383
	Iteration 41Q: 3 clusters Score -3.750864e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 301476 members 
Entering Unmasked Estep 
Score: -37508616.000000 Penalty: 6259.442383
	Iteration 42Q: 3 clusters Score -3.750862e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 301497 members 
Entering Unmasked Estep 
Score: -37508588.000000 Penalty: 6259.442383
	Iteration 43Q: 3 clusters Score -3.750859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 301510 members 
Entering Unmasked Estep 
Score: -37508592.000000 Penalty: 6259.442383
	Iteration 44Q: 3 clusters Score -3.750859e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 301519 members 
Entering Unmasked Estep 
Score: -37508608.000000 Penalty: 6259.442383
	Iteration 45Q: 3 clusters Score -3.750861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 301526 members 
Entering Unmasked Estep 
Score: -37508576.000000 Penalty: 6259.442383
	Iteration 46Q: 3 clusters Score -3.750858e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 301530 members 
Entering Unmasked Estep 
Score: -37508604.000000 Penalty: 6259.442383
	Iteration 47Q: 3 clusters Score -3.75086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 301538 members 
Entering Unmasked Estep 
Score: -37508620.000000 Penalty: 6259.442383
	Iteration 48Q: 3 clusters Score -3.750862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 301541 members 
Entering Unmasked Estep 
Score: -37508632.000000 Penalty: 6259.442383
	Iteration 49Q: 3 clusters Score -3.750863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 301545 members 
Entering Unmasked Estep 
Score: -37508620.000000 Penalty: 6259.442383
	Iteration 50Q: 3 clusters Score -3.750862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 301550 members 
Entering Unmasked Estep 
Score: -37508632.000000 Penalty: 6259.442383
	Iteration 51Q: 3 clusters Score -3.750863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 301553 members 
Entering Unmasked Estep 
Score: -37508620.000000 Penalty: 6259.442383
	Iteration 52Q: 3 clusters Score -3.750862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 301554 members 
Entering Unmasked Estep 
Score: -37508596.000000 Penalty: 6259.442383
	Iteration 53Q: 3 clusters Score -3.75086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 301554 members 
Entering Unmasked Estep 
Score: -37508596.000000 Penalty: 6259.442383
	Iteration 54F: 3 clusters Score -3.75086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Entering Unmasked Estep 
Score: -1250744.000000 Penalty: 2296.122803
	Iteration 0F: 2 clusters Score -1250744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1242791.750000 Penalty: 4592.245605
	Iteration 0F: 3 clusters Score -1242792 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1245091.625000 Penalty: 4592.245605
	Iteration 1F: 3 clusters Score -1245092 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1245394.750000 Penalty: 4592.245605
	Iteration 2F: 3 clusters Score -1245395 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1245663.000000 Penalty: 4592.245605
	Iteration 3F: 3 clusters Score -1245663 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1245894.250000 Penalty: 4592.245605
	Iteration 4Q: 3 clusters Score -1245894 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1246127.500000 Penalty: 4592.245605
	Iteration 5Q: 3 clusters Score -1246128 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1246350.250000 Penalty: 4592.245605
	Iteration 6Q: 3 clusters Score -1246350 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1246564.750000 Penalty: 4592.245605
	Iteration 7Q: 3 clusters Score -1246565 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1246746.625000 Penalty: 4592.245605
	Iteration 8Q: 3 clusters Score -1246747 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1246908.000000 Penalty: 4592.245605
	Iteration 9Q: 3 clusters Score -1246908 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1247072.250000 Penalty: 4592.245605
	Iteration 10Q: 3 clusters Score -1247072 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1247230.625000 Penalty: 4592.245605
	Iteration 11Q: 3 clusters Score -1247231 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1247401.875000 Penalty: 4592.245605
	Iteration 12Q: 3 clusters Score -1247402 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1247568.750000 Penalty: 4592.245605
	Iteration 13Q: 3 clusters Score -1247569 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1247713.875000 Penalty: 4592.245605
	Iteration 14Q: 3 clusters Score -1247714 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1247850.125000 Penalty: 4592.245605
	Iteration 15Q: 3 clusters Score -1247850 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1247965.750000 Penalty: 4592.245605
	Iteration 16Q: 3 clusters Score -1247966 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1248057.500000 Penalty: 4592.245605
	Iteration 17Q: 3 clusters Score -1248058 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1248175.375000 Penalty: 4592.245605
	Iteration 18Q: 3 clusters Score -1248175 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1248295.875000 Penalty: 4592.245605
	Iteration 19Q: 3 clusters Score -1248296 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1248409.000000 Penalty: 4592.245605
	Iteration 20F: 3 clusters Score -1248409 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1248534.000000 Penalty: 4592.245605
	Iteration 21Q: 3 clusters Score -1248534 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1248628.875000 Penalty: 4592.245605
	Iteration 22Q: 3 clusters Score -1248629 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1248710.250000 Penalty: 4592.245605
	Iteration 23Q: 3 clusters Score -1248710 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1248770.500000 Penalty: 4592.245605
	Iteration 24Q: 3 clusters Score -1248770 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1248812.125000 Penalty: 4592.245605
	Iteration 25Q: 3 clusters Score -1248812 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1248837.875000 Penalty: 4592.245605
	Iteration 26Q: 3 clusters Score -1248838 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1248858.000000 Penalty: 4592.245605
	Iteration 27Q: 3 clusters Score -1248858 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1248876.375000 Penalty: 4592.245605
	Iteration 28Q: 3 clusters Score -1248876 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1248904.625000 Penalty: 4592.245605
	Iteration 29Q: 3 clusters Score -1248905 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1248918.375000 Penalty: 4592.245605
	Iteration 30Q: 3 clusters Score -1248918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1248925.500000 Penalty: 4592.245605
	Iteration 31Q: 3 clusters Score -1248926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1248933.250000 Penalty: 4592.245605
	Iteration 32Q: 3 clusters Score -1248933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1248942.250000 Penalty: 4592.245605
	Iteration 33Q: 3 clusters Score -1248942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1248943.625000 Penalty: 4592.245605
	Iteration 34Q: 3 clusters Score -1248944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1248950.125000 Penalty: 4592.245605
	Iteration 35Q: 3 clusters Score -1248950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1248959.250000 Penalty: 4592.245605
	Iteration 36Q: 3 clusters Score -1248959 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1248968.875000 Penalty: 4592.245605
	Iteration 37Q: 3 clusters Score -1248969 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1248977.500000 Penalty: 4592.245605
	Iteration 38Q: 3 clusters Score -1248978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1248984.000000 Penalty: 4592.245605
	Iteration 39Q: 3 clusters Score -1248984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1248991.625000 Penalty: 4592.245605
	Iteration 40F: 3 clusters Score -1248992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1248993.875000 Penalty: 4592.245605
	Iteration 41Q: 3 clusters Score -1248994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1248999.125000 Penalty: 4592.245605
	Iteration 42Q: 3 clusters Score -1248999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1248998.125000 Penalty: 4592.245605
	Iteration 43Q: 3 clusters Score -1248998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1249002.250000 Penalty: 4592.245605
	Iteration 44Q: 3 clusters Score -1249002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1249004.500000 Penalty: 4592.245605
	Iteration 45Q: 3 clusters Score -1249004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1249004.250000 Penalty: 4592.245605
	Iteration 46Q: 3 clusters Score -1249004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1249005.875000 Penalty: 4592.245605
	Iteration 47Q: 3 clusters Score -1249006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1249005.375000 Penalty: 4592.245605
	Iteration 48Q: 3 clusters Score -1249005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1249008.125000 Penalty: 4592.245605
	Iteration 49Q: 3 clusters Score -1249008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1249007.875000 Penalty: 4592.245605
	Iteration 50Q: 3 clusters Score -1249008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1249007.625000 Penalty: 4592.245605
	Iteration 51Q: 3 clusters Score -1249008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1249008.125000 Penalty: 4592.245605
	Iteration 52Q: 3 clusters Score -1249008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1249006.875000 Penalty: 4592.245605
	Iteration 53Q: 3 clusters Score -1249007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1249006.875000 Penalty: 4592.245605
	Iteration 54F: 3 clusters Score -1249007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Entering Unmasked Estep 
Score: -3947031.750000 Penalty: 2566.132080
	Iteration 0F: 2 clusters Score -3947032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3925694.750000 Penalty: 5132.264160
	Iteration 0F: 3 clusters Score -3925695 nChanged 14042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -3933509.000000 Penalty: 5132.264160
	Iteration 1F: 3 clusters Score -3933509 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3934156.000000 Penalty: 5132.264160
	Iteration 2F: 3 clusters Score -3934156 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -3934865.750000 Penalty: 5132.264160
	Iteration 3F: 3 clusters Score -3934866 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3935698.500000 Penalty: 5132.264160
	Iteration 4F: 3 clusters Score -3935698 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -3936729.500000 Penalty: 5132.264160
	Iteration 5F: 3 clusters Score -3936730 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3938014.750000 Penalty: 5132.264160
	Iteration 6F: 3 clusters Score -3938015 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -3939440.500000 Penalty: 5132.264160
	Iteration 7F: 3 clusters Score -3939440 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -3940649.000000 Penalty: 5132.264160
	Iteration 8F: 3 clusters Score -3940649 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -3941466.500000 Penalty: 5132.264160
	Iteration 9Q: 3 clusters Score -3941466 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -3941908.250000 Penalty: 5132.264160
	Iteration 10Q: 3 clusters Score -3941908 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -3942204.750000 Penalty: 5132.264160
	Iteration 11Q: 3 clusters Score -3942205 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -3942388.750000 Penalty: 5132.264160
	Iteration 12Q: 3 clusters Score -3942389 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -3942537.250000 Penalty: 5132.264160
	Iteration 13Q: 3 clusters Score -3942537 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -3942609.750000 Penalty: 5132.264160
	Iteration 14Q: 3 clusters Score -3942610 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -3942708.250000 Penalty: 5132.264160
	Iteration 15Q: 3 clusters Score -3942708 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -3942778.750000 Penalty: 5132.264160
	Iteration 16Q: 3 clusters Score -3942779 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -3942840.250000 Penalty: 5132.264160
	Iteration 17Q: 3 clusters Score -3942840 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -3942916.250000 Penalty: 5132.264160
	Iteration 18Q: 3 clusters Score -3942916 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -3942989.500000 Penalty: 5132.264160
	Iteration 19Q: 3 clusters Score -3942990 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -3943054.750000 Penalty: 5132.264160
	Iteration 20F: 3 clusters Score -3943055 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -3943112.000000 Penalty: 5132.264160
	Iteration 21Q: 3 clusters Score -3943112 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -3943170.500000 Penalty: 5132.264160
	Iteration 22Q: 3 clusters Score -3943170 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -3943228.250000 Penalty: 5132.264160
	Iteration 23Q: 3 clusters Score -3943228 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -3943285.500000 Penalty: 5132.264160
	Iteration 24Q: 3 clusters Score -3943286 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -3943332.750000 Penalty: 5132.264160
	Iteration 25Q: 3 clusters Score -3943333 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -3943398.750000 Penalty: 5132.264160
	Iteration 26Q: 3 clusters Score -3943399 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -3943475.250000 Penalty: 5132.264160
	Iteration 27Q: 3 clusters Score -3943475 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -3943570.500000 Penalty: 5132.264160
	Iteration 28Q: 3 clusters Score -3943570 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -3943663.000000 Penalty: 5132.264160
	Iteration 29Q: 3 clusters Score -3943663 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -3943745.750000 Penalty: 5132.264160
	Iteration 30Q: 3 clusters Score -3943746 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -3943823.500000 Penalty: 5132.264160
	Iteration 31Q: 3 clusters Score -3943824 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -3943913.000000 Penalty: 5132.264160
	Iteration 32Q: 3 clusters Score -3943913 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -3943990.250000 Penalty: 5132.264160
	Iteration 33Q: 3 clusters Score -3943990 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -3944054.000000 Penalty: 5132.264160
	Iteration 34Q: 3 clusters Score -3944054 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -3944121.750000 Penalty: 5132.264160
	Iteration 35Q: 3 clusters Score -3944122 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -3944183.500000 Penalty: 5132.264160
	Iteration 36Q: 3 clusters Score -3944184 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -3944255.000000 Penalty: 5132.264160
	Iteration 37Q: 3 clusters Score -3944255 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -3944323.750000 Penalty: 5132.264160
	Iteration 38Q: 3 clusters Score -3944324 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -3944380.250000 Penalty: 5132.264160
	Iteration 39Q: 3 clusters Score -3944380 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -3944440.250000 Penalty: 5132.264160
	Iteration 40F: 3 clusters Score -3944440 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -3944498.750000 Penalty: 5132.264160
	Iteration 41Q: 3 clusters Score -3944499 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -3944549.750000 Penalty: 5132.264160
	Iteration 42Q: 3 clusters Score -3944550 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -3944583.750000 Penalty: 5132.264160
	Iteration 43Q: 3 clusters Score -3944584 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -3944643.250000 Penalty: 5132.264160
	Iteration 44Q: 3 clusters Score -3944643 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -3944683.500000 Penalty: 5132.264160
	Iteration 45Q: 3 clusters Score -3944684 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3944723.750000 Penalty: 5132.264160
	Iteration 46Q: 3 clusters Score -3944724 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3944748.500000 Penalty: 5132.264160
	Iteration 47Q: 3 clusters Score -3944748 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3944789 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3944830.500000 Penalty: 5132.264160
	Iteration 49Q: 3 clusters Score -3944830 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3944857.000000 Penalty: 5132.264160
	Iteration 50Q: 3 clusters Score -3944857 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3944877.250000 Penalty: 5132.264160
	Iteration 51Q: 3 clusters Score -3944877 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3944900.000000 Penalty: 5132.264160
	Iteration 52Q: 3 clusters Score -3944900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3944902.000000 Penalty: 5132.264160
	Iteration 53Q: 3 clusters Score -3944902 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3944912.500000 Penalty: 5132.264160
	Iteration 54Q: 3 clusters Score -3944912 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3944923.500000 Penalty: 5132.264160
	Iteration 55Q: 3 clusters Score -3944924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3944929.250000 Penalty: 5132.264160
	Iteration 56Q: 3 clusters Score -3944929 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3944940.250000 Penalty: 5132.264160
	Iteration 57Q: 3 clusters Score -3944940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3944952.750000 Penalty: 5132.264160
	Iteration 58Q: 3 clusters Score -3944953 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3944973.500000 Penalty: 5132.264160
	Iteration 59Q: 3 clusters Score -3944974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3944989.250000 Penalty: 5132.264160
	Iteration 60F: 3 clusters Score -3944989 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3944988.250000 Penalty: 5132.264160
	Iteration 61Q: 3 clusters Score -3944988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3945001.500000 Penalty: 5132.264160
	Iteration 62Q: 3 clusters Score -3945002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3945003.250000 Penalty: 5132.264160
	Iteration 63Q: 3 clusters Score -3945003 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3945011.750000 Penalty: 5132.264160
	Iteration 64Q: 3 clusters Score -3945012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3945019.000000 Penalty: 5132.264160
	Iteration 65Q: 3 clusters Score -3945019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3945023.500000 Penalty: 5132.264160
	Iteration 66Q: 3 clusters Score -3945024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3945036.750000 Penalty: 5132.264160
	Iteration 67Q: 3 clusters Score -3945037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3945048.750000 Penalty: 5132.264160
	Iteration 68Q: 3 clusters Score -3945049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3945055.500000 Penalty: 5132.264160
	Iteration 69Q: 3 clusters Score -3945056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3945062.500000 Penalty: 5132.264160
	Iteration 70Q: 3 clusters Score -3945062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3945059.750000 Penalty: 5132.264160
	Iteration 71Q: 3 clusters Score -3945060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3945066.000000 Penalty: 5132.264160
	Iteration 72Q: 3 clusters Score -3945066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3945065.500000 Penalty: 5132.264160
	Iteration 73Q: 3 clusters Score -3945066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3945079.750000 Penalty: 5132.264160
	Iteration 74Q: 3 clusters Score -3945080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3945083.750000 Penalty: 5132.264160
	Iteration 75Q: 3 clusters Score -3945084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3945081.000000 Penalty: 5132.264160
	Iteration 76Q: 3 clusters Score -3945081 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3945085.500000 Penalty: 5132.264160
	Iteration 77Q: 3 clusters Score -3945086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3945104.750000 Penalty: 5132.264160
	Iteration 78Q: 3 clusters Score -3945105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3945104.250000 Penalty: 5132.264160
	Iteration 79Q: 3 clusters Score -3945104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3945117.250000 Penalty: 5132.264160
	Iteration 80F: 3 clusters Score -3945117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3945116.750000 Penalty: 5132.264160
	Iteration 81Q: 3 clusters Score -3945117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3945122.000000 Penalty: 5132.264160
	Iteration 82Q: 3 clusters Score -3945122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3945119.000000 Penalty: 5132.264160
	Iteration 83Q: 3 clusters Score -3945119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3945123.000000 Penalty: 5132.264160
	Iteration 84Q: 3 clusters Score -3945123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3945121.500000 Penalty: 5132.264160
	Iteration 85Q: 3 clusters Score -3945122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3945122.750000 Penalty: 5132.264160
	Iteration 86Q: 3 clusters Score -3945123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3945127.500000 Penalty: 5132.264160
	Iteration 87Q: 3 clusters Score -3945128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3945126.000000 Penalty: 5132.264160
	Iteration 88Q: 3 clusters Score -3945126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3945123.500000 Penalty: 5132.264160
	Iteration 89Q: 3 clusters Score -3945124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3945122.250000 Penalty: 5132.264160
	Iteration 90Q: 3 clusters Score -3945122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3945126.750000 Penalty: 5132.264160
	Iteration 91Q: 3 clusters Score -3945127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3945129.750000 Penalty: 5132.264160
	Iteration 92Q: 3 clusters Score -3945130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3945128.750000 Penalty: 5132.264160
	Iteration 93Q: 3 clusters Score -3945129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3945130.500000 Penalty: 5132.264160
	Iteration 94Q: 3 clusters Score -3945130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3945127.750000 Penalty: 5132.264160
	Iteration 95Q: 3 clusters Score -3945128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3945130.750000 Penalty: 5132.264160
	Iteration 96Q: 3 clusters Score -3945131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3945130.750000 Penalty: 5132.264160
	Iteration 97Q: 3 clusters Score -3945131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3945131.750000 Penalty: 5132.264160
	Iteration 98Q: 3 clusters Score -3945132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3945133.500000 Penalty: 5132.264160
	Iteration 99Q: 3 clusters Score -3945134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3945126.750000 Penalty: 5132.264160
	Iteration 100F: 3 clusters Score -3945127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3945128.500000 Penalty: 5132.264160
	Iteration 101Q: 3 clusters Score -3945128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3945129.500000 Penalty: 5132.264160
	Iteration 102Q: 3 clusters Score -3945130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3945132.000000 Penalty: 5132.264160
	Iteration 103Q: 3 clusters Score -3945132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3945132.000000 Penalty: 5132.264160
	Iteration 104F: 3 clusters Score -3945132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Entering Unmasked Estep 
Score: -850135.500000 Penalty: 2186.947021
	Iteration 0F: 2 clusters Score -850135.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -844507.125000 Penalty: 4373.894043
	Iteration 0F: 3 clusters Score -844507.1 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -845986.625000 Penalty: 4373.894043
	Iteration 1F: 3 clusters Score -845986.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -846225.375000 Penalty: 4373.894043
	Iteration 2F: 3 clusters Score -846225.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -846380.187500 Penalty: 4373.894043
	Iteration 3Q: 3 clusters Score -846380.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -846495.062500 Penalty: 4373.894043
	Iteration 4Q: 3 clusters Score -846495.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -846570.812500 Penalty: 4373.894043
	Iteration 5Q: 3 clusters Score -846570.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -846630.062500 Penalty: 4373.894043
	Iteration 6Q: 3 clusters Score -846630.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -846682.000000 Penalty: 4373.894043
	Iteration 7Q: 3 clusters Score -846682 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -846735.500000 Penalty: 4373.894043
	Iteration 8Q: 3 clusters Score -846735.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -846792.062500 Penalty: 4373.894043
	Iteration 9Q: 3 clusters Score -846792.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -846848.125000 Penalty: 4373.894043
	Iteration 10Q: 3 clusters Score -846848.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -846930.000000 Penalty: 4373.894043
	Iteration 11Q: 3 clusters Score -846930 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -847032.125000 Penalty: 4373.894043
	Iteration 12Q: 3 clusters Score -847032.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -847127.125000 Penalty: 4373.894043
	Iteration 13Q: 3 clusters Score -847127.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -847236.625000 Penalty: 4373.894043
	Iteration 14Q: 3 clusters Score -847236.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -847345.562500 Penalty: 4373.894043
	Iteration 15Q: 3 clusters Score -847345.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -847473.500000 Penalty: 4373.894043
	Iteration 16Q: 3 clusters Score -847473.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -847597.375000 Penalty: 4373.894043
	Iteration 17Q: 3 clusters Score -847597.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -847696.375000 Penalty: 4373.894043
	Iteration 18Q: 3 clusters Score -847696.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -847782.812500 Penalty: 4373.894043
	Iteration 19Q: 3 clusters Score -847782.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -847854.812500 Penalty: 4373.894043
	Iteration 20F: 3 clusters Score -847854.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -847917.250000 Penalty: 4373.894043
	Iteration 21Q: 3 clusters Score -847917.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -847964.687500 Penalty: 4373.894043
	Iteration 22Q: 3 clusters Score -847964.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -847999.625000 Penalty: 4373.894043
	Iteration 23Q: 3 clusters Score -847999.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -848019.000000 Penalty: 4373.894043
	Iteration 24Q: 3 clusters Score -848019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -848033.000000 Penalty: 4373.894043
	Iteration 25Q: 3 clusters Score -848033 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -848042.187500 Penalty: 4373.894043
	Iteration 26Q: 3 clusters Score -848042.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -848057.500000 Penalty: 4373.894043
	Iteration 27Q: 3 clusters Score -848057.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -848069.625000 Penalty: 4373.894043
	Iteration 28Q: 3 clusters Score -848069.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -848072.312500 Penalty: 4373.894043
	Iteration 29Q: 3 clusters Score -848072.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -848076.812500 Penalty: 4373.894043
	Iteration 30Q: 3 clusters Score -848076.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -848078.687500 Penalty: 4373.894043
	Iteration 31Q: 3 clusters Score -848078.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -848081.687500 Penalty: 4373.894043
	Iteration 32Q: 3 clusters Score -848081.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -848089.062500 Penalty: 4373.894043
	Iteration 33Q: 3 clusters Score -848089.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -848099.125000 Penalty: 4373.894043
	Iteration 34Q: 3 clusters Score -848099.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -848109.750000 Penalty: 4373.894043
	Iteration 35Q: 3 clusters Score -848109.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -848114.500000 Penalty: 4373.894043
	Iteration 36Q: 3 clusters Score -848114.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -848117.375000 Penalty: 4373.894043
	Iteration 37Q: 3 clusters Score -848117.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -848119.562500 Penalty: 4373.894043
	Iteration 38Q: 3 clusters Score -848119.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -848122.562500 Penalty: 4373.894043
	Iteration 39Q: 3 clusters Score -848122.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -848125.062500 Penalty: 4373.894043
	Iteration 40F: 3 clusters Score -848125.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -848128.500000 Penalty: 4373.894043
	Iteration 41Q: 3 clusters Score -848128.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -848130.062500 Penalty: 4373.894043
	Iteration 42Q: 3 clusters Score -848130.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -848131.312500 Penalty: 4373.894043
	Iteration 43Q: 3 clusters Score -848131.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -848133.375000 Penalty: 4373.894043
	Iteration 44Q: 3 clusters Score -848133.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -848133.375000 Penalty: 4373.894043
	Iteration 45F: 3 clusters Score -848133.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Entering Unmasked Estep 
Score: -2357033.750000 Penalty: 2448.293457
	Iteration 0F: 2 clusters Score -2357034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2343251.000000 Penalty: 4896.586914
	Iteration 0F: 3 clusters Score -2343251 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2347779.250000 Penalty: 4896.586914
	Iteration 1F: 3 clusters Score -2347779 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2348138.750000 Penalty: 4896.586914
	Iteration 2F: 3 clusters Score -2348139 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2348436.000000 Penalty: 4896.586914
	Iteration 3Q: 3 clusters Score -2348436 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2348679.500000 Penalty: 4896.586914
	Iteration 4Q: 3 clusters Score -2348680 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2348900.500000 Penalty: 4896.586914
	Iteration 5Q: 3 clusters Score -2348900 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2349161.250000 Penalty: 4896.586914
	Iteration 6Q: 3 clusters Score -2349161 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2349427.750000 Penalty: 4896.586914
	Iteration 7Q: 3 clusters Score -2349428 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2349714.750000 Penalty: 4896.586914
	Iteration 8Q: 3 clusters Score -2349715 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2350036.250000 Penalty: 4896.586914
	Iteration 9Q: 3 clusters Score -2350036 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2350412.000000 Penalty: 4896.586914
	Iteration 10Q: 3 clusters Score -2350412 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2350880.750000 Penalty: 4896.586914
	Iteration 11Q: 3 clusters Score -2350881 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2351399.500000 Penalty: 4896.586914
	Iteration 12Q: 3 clusters Score -2351400 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2351940.500000 Penalty: 4896.586914
	Iteration 13Q: 3 clusters Score -2351940 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2352439.500000 Penalty: 4896.586914
	Iteration 14Q: 3 clusters Score -2352440 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2352864.750000 Penalty: 4896.586914
	Iteration 15Q: 3 clusters Score -2352865 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2353235.250000 Penalty: 4896.586914
	Iteration 16Q: 3 clusters Score -2353235 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2353551.750000 Penalty: 4896.586914
	Iteration 17Q: 3 clusters Score -2353552 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2353828.250000 Penalty: 4896.586914
	Iteration 18Q: 3 clusters Score -2353828 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2354027.250000 Penalty: 4896.586914
	Iteration 19Q: 3 clusters Score -2354027 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2354211.000000 Penalty: 4896.586914
	Iteration 20F: 3 clusters Score -2354211 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2354356.500000 Penalty: 4896.586914
	Iteration 21Q: 3 clusters Score -2354356 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2354474.000000 Penalty: 4896.586914
	Iteration 22Q: 3 clusters Score -2354474 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2354570.000000 Penalty: 4896.586914
	Iteration 23Q: 3 clusters Score -2354570 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2354645.750000 Penalty: 4896.586914
	Iteration 24Q: 3 clusters Score -2354646 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2354708.250000 Penalty: 4896.586914
	Iteration 25Q: 3 clusters Score -2354708 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2354782.000000 Penalty: 4896.586914
	Iteration 26Q: 3 clusters Score -2354782 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2354813.000000 Penalty: 4896.586914
	Iteration 27Q: 3 clusters Score -2354813 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2354844.500000 Penalty: 4896.586914
	Iteration 28Q: 3 clusters Score -2354844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2354859.500000 Penalty: 4896.586914
	Iteration 29Q: 3 clusters Score -2354860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2354864.500000 Penalty: 4896.586914
	Iteration 30Q: 3 clusters Score -2354864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2354874.250000 Penalty: 4896.586914
	Iteration 31Q: 3 clusters Score -2354874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2354878.500000 Penalty: 4896.586914
	Iteration 32Q: 3 clusters Score -2354878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2354878.750000 Penalty: 4896.586914
	Iteration 33Q: 3 clusters Score -2354879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2354877.250000 Penalty: 4896.586914
	Iteration 34Q: 3 clusters Score -2354877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2354877.250000 Penalty: 4896.586914
	Iteration 35F: 3 clusters Score -2354877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Entering Unmasked Estep 
Score: -4812658.000000 Penalty: 2624.217285
	Iteration 0F: 2 clusters Score -4812658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -4786109.000000 Penalty: 5248.434570
	Iteration 0F: 3 clusters Score -4786109 nChanged 17949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -4795912.000000 Penalty: 5248.434570
	Iteration 1F: 3 clusters Score -4795912 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -4796426.500000 Penalty: 5248.434570
	Iteration 2Q: 3 clusters Score -4796426 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -4796874.500000 Penalty: 5248.434570
	Iteration 3Q: 3 clusters Score -4796874 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -4797281.000000 Penalty: 5248.434570
	Iteration 4Q: 3 clusters Score -4797281 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -4797766.000000 Penalty: 5248.434570
	Iteration 5Q: 3 clusters Score -4797766 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -4798413.000000 Penalty: 5248.434570
	Iteration 6Q: 3 clusters Score -4798413 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -4799219.000000 Penalty: 5248.434570
	Iteration 7Q: 3 clusters Score -4799219 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -4800120.500000 Penalty: 5248.434570
	Iteration 8Q: 3 clusters Score -4800120 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -4801060.500000 Penalty: 5248.434570
	Iteration 9Q: 3 clusters Score -4801060 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -4801942.500000 Penalty: 5248.434570
	Iteration 10Q: 3 clusters Score -4801942 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -4802889.000000 Penalty: 5248.434570
	Iteration 11Q: 3 clusters Score -4802889 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -4803898.500000 Penalty: 5248.434570
	Iteration 12Q: 3 clusters Score -4803898 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -4804873.000000 Penalty: 5248.434570
	Iteration 13Q: 3 clusters Score -4804873 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -4805985.000000 Penalty: 5248.434570
	Iteration 14Q: 3 clusters Score -4805985 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -4806985.500000 Penalty: 5248.434570
	Iteration 15Q: 3 clusters Score -4806986 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -4807793.000000 Penalty: 5248.434570
	Iteration 16Q: 3 clusters Score -4807793 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -4808445.500000 Penalty: 5248.434570
	Iteration 17Q: 3 clusters Score -4808446 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -4808959.500000 Penalty: 5248.434570
	Iteration 18Q: 3 clusters Score -4808960 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -4809418.000000 Penalty: 5248.434570
	Iteration 19Q: 3 clusters Score -4809418 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -4809905.500000 Penalty: 5248.434570
	Iteration 20F: 3 clusters Score -4809906 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -4810430.000000 Penalty: 5248.434570
	Iteration 21Q: 3 clusters Score -4810430 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -4810932.000000 Penalty: 5248.434570
	Iteration 22Q: 3 clusters Score -4810932 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -4811246.500000 Penalty: 5248.434570
	Iteration 23Q: 3 clusters Score -4811246 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -4811404.500000 Penalty: 5248.434570
	Iteration 24Q: 3 clusters Score -4811404 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -4811461.000000 Penalty: 5248.434570
	Iteration 25Q: 3 clusters Score -4811461 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -4811534.500000 Penalty: 5248.434570
	Iteration 26Q: 3 clusters Score -4811534 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -4811559.000000 Penalty: 5248.434570
	Iteration 27Q: 3 clusters Score -4811559 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -4811607.000000 Penalty: 5248.434570
	Iteration 28Q: 3 clusters Score -4811607 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -4811629.500000 Penalty: 5248.434570
	Iteration 29Q: 3 clusters Score -4811630 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -4811641.000000 Penalty: 5248.434570
	Iteration 30Q: 3 clusters Score -4811641 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -4811648.000000 Penalty: 5248.434570
	Iteration 31Q: 3 clusters Score -4811648 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -4811649.500000 Penalty: 5248.434570
	Iteration 32Q: 3 clusters Score -4811650 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -4811666.000000 Penalty: 5248.434570
	Iteration 33Q: 3 clusters Score -4811666 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -4811681.500000 Penalty: 5248.434570
	Iteration 34Q: 3 clusters Score -4811682 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -4811683.500000 Penalty: 5248.434570
	Iteration 35Q: 3 clusters Score -4811684 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -4811692.000000 Penalty: 5248.434570
	Iteration 36Q: 3 clusters Score -4811692 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -4811693.000000 Penalty: 5248.434570
	Iteration 37Q: 3 clusters Score -4811693 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -4811710.000000 Penalty: 5248.434570
	Iteration 38Q: 3 clusters Score -4811710 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -4811705.500000 Penalty: 5248.434570
	Iteration 39Q: 3 clusters Score -4811706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -4811712.000000 Penalty: 5248.434570
	Iteration 40F: 3 clusters Score -4811712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -4811708.000000 Penalty: 5248.434570
	Iteration 41Q: 3 clusters Score -4811708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -4811710.500000 Penalty: 5248.434570
	Iteration 42Q: 3 clusters Score -4811710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -4811717.500000 Penalty: 5248.434570
	Iteration 43Q: 3 clusters Score -4811718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -4811718.000000 Penalty: 5248.434570
	Iteration 44Q: 3 clusters Score -4811718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -4811722.000000 Penalty: 5248.434570
	Iteration 45Q: 3 clusters Score -4811722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -4811724.000000 Penalty: 5248.434570
	Iteration 46Q: 3 clusters Score -4811724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -4811721.000000 Penalty: 5248.434570
	Iteration 47Q: 3 clusters Score -4811721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -4811729.500000 Penalty: 5248.434570
	Iteration 48Q: 3 clusters Score -4811730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -4811735.500000 Penalty: 5248.434570
	Iteration 49Q: 3 clusters Score -4811736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -4811734.000000 Penalty: 5248.434570
	Iteration 50Q: 3 clusters Score -4811734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -4811743.500000 Penalty: 5248.434570
	Iteration 51Q: 3 clusters Score -4811744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -4811742.500000 Penalty: 5248.434570
	Iteration 52Q: 3 clusters Score -4811742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -4811736.000000 Penalty: 5248.434570
	Iteration 53Q: 3 clusters Score -4811736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -4811741.000000 Penalty: 5248.434570
	Iteration 54Q: 3 clusters Score -4811741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -4811741.000000 Penalty: 5248.434570
	Iteration 55Q: 3 clusters Score -4811741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -4811744.500000 Penalty: 5248.434570
	Iteration 56Q: 3 clusters Score -4811744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -4811743.000000 Penalty: 5248.434570
	Iteration 57Q: 3 clusters Score -4811743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -4811744.500000 Penalty: 5248.434570
	Iteration 58Q: 3 clusters Score -4811744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -4811742.500000 Penalty: 5248.434570
	Iteration 59Q: 3 clusters Score -4811742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -4811742.500000 Penalty: 5248.434570
	Iteration 60F: 3 clusters Score -4811742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -4811748.000000 Penalty: 5248.434570
	Iteration 61Q: 3 clusters Score -4811748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -4811748.000000 Penalty: 5248.434570
	Iteration 62Q: 3 clusters Score -4811748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -4811747.000000 Penalty: 5248.434570
	Iteration 63Q: 3 clusters Score -4811747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -4811752.000000 Penalty: 5248.434570
	Iteration 64Q: 3 clusters Score -4811752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -4811760.000000 Penalty: 5248.434570
	Iteration 65Q: 3 clusters Score -4811760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -4811759.000000 Penalty: 5248.434570
	Iteration 66Q: 3 clusters Score -4811759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -4811759.500000 Penalty: 5248.434570
	Iteration 67Q: 3 clusters Score -4811760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -4811760.000000 Penalty: 5248.434570
	Iteration 68Q: 3 clusters Score -4811760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -4811765.500000 Penalty: 5248.434570
	Iteration 69Q: 3 clusters Score -4811766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -4811763.500000 Penalty: 5248.434570
	Iteration 70Q: 3 clusters Score -4811764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -4811768.000000 Penalty: 5248.434570
	Iteration 71Q: 3 clusters Score -4811768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -4811773.500000 Penalty: 5248.434570
	Iteration 72Q: 3 clusters Score -4811774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -4811771.000000 Penalty: 5248.434570
	Iteration 73Q: 3 clusters Score -4811771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -4811778.000000 Penalty: 5248.434570
	Iteration 74Q: 3 clusters Score -4811778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -4811773.500000 Penalty: 5248.434570
	Iteration 75Q: 3 clusters Score -4811774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -4811778.000000 Penalty: 5248.434570
	Iteration 76Q: 3 clusters Score -4811778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -4811772.500000 Penalty: 5248.434570
	Iteration 77Q: 3 clusters Score -4811772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -4811762.500000 Penalty: 5248.434570
	Iteration 78Q: 3 clusters Score -4811762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -4811770.000000 Penalty: 5248.434570
	Iteration 79Q: 3 clusters Score -4811770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -4811771.500000 Penalty: 5248.434570
	Iteration 80F: 3 clusters Score -4811772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -4811774.000000 Penalty: 5248.434570
	Iteration 81Q: 3 clusters Score -4811774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -4811774.500000 Penalty: 5248.434570
	Iteration 82Q: 3 clusters Score -4811774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -4811776.500000 Penalty: 5248.434570
	Iteration 83Q: 3 clusters Score -4811776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -4811776.500000 Penalty: 5248.434570
	Iteration 84F: 3 clusters Score -4811776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Entering Unmasked Estep 
Score: -1127428.750000 Penalty: 2273.005127
	Iteration 0F: 2 clusters Score -1127429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1120043.500000 Penalty: 4546.010254
	Iteration 0F: 3 clusters Score -1120044 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1122211.750000 Penalty: 4546.010254
	Iteration 1F: 3 clusters Score -1122212 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1122592.500000 Penalty: 4546.010254
	Iteration 2F: 3 clusters Score -1122592 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1122958.250000 Penalty: 4546.010254
	Iteration 3F: 3 clusters Score -1122958 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1123345.000000 Penalty: 4546.010254
	Iteration 4F: 3 clusters Score -1123345 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1123765.125000 Penalty: 4546.010254
	Iteration 5F: 3 clusters Score -1123765 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1124211.625000 Penalty: 4546.010254
	Iteration 6F: 3 clusters Score -1124212 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1124611.250000 Penalty: 4546.010254
	Iteration 7F: 3 clusters Score -1124611 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1124943.750000 Penalty: 4546.010254
	Iteration 8F: 3 clusters Score -1124944 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1125255.875000 Penalty: 4546.010254
	Iteration 9Q: 3 clusters Score -1125256 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1125472.125000 Penalty: 4546.010254
	Iteration 10Q: 3 clusters Score -1125472 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1125621.625000 Penalty: 4546.010254
	Iteration 11Q: 3 clusters Score -1125622 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1125743.375000 Penalty: 4546.010254
	Iteration 12Q: 3 clusters Score -1125743 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1125831.375000 Penalty: 4546.010254
	Iteration 13Q: 3 clusters Score -1125831 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1125898.375000 Penalty: 4546.010254
	Iteration 14Q: 3 clusters Score -1125898 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1125950.500000 Penalty: 4546.010254
	Iteration 15Q: 3 clusters Score -1125950 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1125985.875000 Penalty: 4546.010254
	Iteration 16Q: 3 clusters Score -1125986 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1126011.125000 Penalty: 4546.010254
	Iteration 17Q: 3 clusters Score -1126011 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1126034.000000 Penalty: 4546.010254
	Iteration 18Q: 3 clusters Score -1126034 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1126062.000000 Penalty: 4546.010254
	Iteration 19Q: 3 clusters Score -1126062 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1126079.625000 Penalty: 4546.010254
	Iteration 20F: 3 clusters Score -1126080 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1126093.625000 Penalty: 4546.010254
	Iteration 21Q: 3 clusters Score -1126094 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1126107.500000 Penalty: 4546.010254
	Iteration 22Q: 3 clusters Score -1126108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1126118.750000 Penalty: 4546.010254
	Iteration 23Q: 3 clusters Score -1126119 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1126129.625000 Penalty: 4546.010254
	Iteration 24Q: 3 clusters Score -1126130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1126140.125000 Penalty: 4546.010254
	Iteration 25Q: 3 clusters Score -1126140 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1126146.625000 Penalty: 4546.010254
	Iteration 26Q: 3 clusters Score -1126147 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1126156.125000 Penalty: 4546.010254
	Iteration 27Q: 3 clusters Score -1126156 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1126170.375000 Penalty: 4546.010254
	Iteration 28Q: 3 clusters Score -1126170 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1126181.125000 Penalty: 4546.010254
	Iteration 29Q: 3 clusters Score -1126181 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1126197.750000 Penalty: 4546.010254
	Iteration 30Q: 3 clusters Score -1126198 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1126220.125000 Penalty: 4546.010254
	Iteration 31Q: 3 clusters Score -1126220 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1126238.500000 Penalty: 4546.010254
	Iteration 32Q: 3 clusters Score -1126238 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1126257.625000 Penalty: 4546.010254
	Iteration 33Q: 3 clusters Score -1126258 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1126276.250000 Penalty: 4546.010254
	Iteration 34Q: 3 clusters Score -1126276 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1126294.875000 Penalty: 4546.010254
	Iteration 35Q: 3 clusters Score -1126295 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1126314.625000 Penalty: 4546.010254
	Iteration 36Q: 3 clusters Score -1126315 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1126328.500000 Penalty: 4546.010254
	Iteration 37Q: 3 clusters Score -1126328 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1126339.875000 Penalty: 4546.010254
	Iteration 38Q: 3 clusters Score -1126340 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1126356.250000 Penalty: 4546.010254
	Iteration 39Q: 3 clusters Score -1126356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1126367.875000 Penalty: 4546.010254
	Iteration 40F: 3 clusters Score -1126368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1126376.625000 Penalty: 4546.010254
	Iteration 41Q: 3 clusters Score -1126377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1126386.250000 Penalty: 4546.010254
	Iteration 42Q: 3 clusters Score -1126386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1126393.875000 Penalty: 4546.010254
	Iteration 43Q: 3 clusters Score -1126394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1126403.625000 Penalty: 4546.010254
	Iteration 44Q: 3 clusters Score -1126404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1126408.625000 Penalty: 4546.010254
	Iteration 45Q: 3 clusters Score -1126409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1126415.375000 Penalty: 4546.010254
	Iteration 46Q: 3 clusters Score -1126415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1126422.625000 Penalty: 4546.010254
	Iteration 47Q: 3 clusters Score -1126423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1126428.875000 Penalty: 4546.010254
	Iteration 48Q: 3 clusters Score -1126429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1126438.125000 Penalty: 4546.010254
	Iteration 49Q: 3 clusters Score -1126438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1126444.375000 Penalty: 4546.010254
	Iteration 50Q: 3 clusters Score -1126444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1126457.875000 Penalty: 4546.010254
	Iteration 51Q: 3 clusters Score -1126458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1126464.375000 Penalty: 4546.010254
	Iteration 52Q: 3 clusters Score -1126464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1126472.250000 Penalty: 4546.010254
	Iteration 53Q: 3 clusters Score -1126472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1126475.625000 Penalty: 4546.010254
	Iteration 54Q: 3 clusters Score -1126476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1126479.625000 Penalty: 4546.010254
	Iteration 55Q: 3 clusters Score -1126480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1126484.125000 Penalty: 4546.010254
	Iteration 56Q: 3 clusters Score -1126484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1126490.125000 Penalty: 4546.010254
	Iteration 57Q: 3 clusters Score -1126490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1126498.375000 Penalty: 4546.010254
	Iteration 58Q: 3 clusters Score -1126498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1126509.250000 Penalty: 4546.010254
	Iteration 59Q: 3 clusters Score -1126509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1126512.000000 Penalty: 4546.010254
	Iteration 60F: 3 clusters Score -1126512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1126514.000000 Penalty: 4546.010254
	Iteration 61Q: 3 clusters Score -1126514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1126518.000000 Penalty: 4546.010254
	Iteration 62Q: 3 clusters Score -1126518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1126522.875000 Penalty: 4546.010254
	Iteration 63Q: 3 clusters Score -1126523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1126523.500000 Penalty: 4546.010254
	Iteration 64Q: 3 clusters Score -1126524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1126523.125000 Penalty: 4546.010254
	Iteration 65Q: 3 clusters Score -1126523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1126525.750000 Penalty: 4546.010254
	Iteration 66Q: 3 clusters Score -1126526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1126525.625000 Penalty: 4546.010254
	Iteration 67Q: 3 clusters Score -1126526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1126526.125000 Penalty: 4546.010254
	Iteration 68Q: 3 clusters Score -1126526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1126527.750000 Penalty: 4546.010254
	Iteration 69Q: 3 clusters Score -1126528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1126529.125000 Penalty: 4546.010254
	Iteration 70Q: 3 clusters Score -1126529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1126532.875000 Penalty: 4546.010254
	Iteration 71Q: 3 clusters Score -1126533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1126537.250000 Penalty: 4546.010254
	Iteration 72Q: 3 clusters Score -1126537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1126541.250000 Penalty: 4546.010254
	Iteration 73Q: 3 clusters Score -1126541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1126547.750000 Penalty: 4546.010254
	Iteration 74Q: 3 clusters Score -1126548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1126553.250000 Penalty: 4546.010254
	Iteration 75Q: 3 clusters Score -1126553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1126562.250000 Penalty: 4546.010254
	Iteration 76Q: 3 clusters Score -1126562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1126568.125000 Penalty: 4546.010254
	Iteration 77Q: 3 clusters Score -1126568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1126570.500000 Penalty: 4546.010254
	Iteration 78Q: 3 clusters Score -1126570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1126572.375000 Penalty: 4546.010254
	Iteration 79Q: 3 clusters Score -1126572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1126576.875000 Penalty: 4546.010254
	Iteration 80F: 3 clusters Score -1126577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1126584.375000 Penalty: 4546.010254
	Iteration 81Q: 3 clusters Score -1126584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1126586.875000 Penalty: 4546.010254
	Iteration 82Q: 3 clusters Score -1126587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1126588.750000 Penalty: 4546.010254
	Iteration 83Q: 3 clusters Score -1126589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1126593.500000 Penalty: 4546.010254
	Iteration 84Q: 3 clusters Score -1126594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1126595.500000 Penalty: 4546.010254
	Iteration 85Q: 3 clusters Score -1126596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1126596.375000 Penalty: 4546.010254
	Iteration 86Q: 3 clusters Score -1126596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1126598.250000 Penalty: 4546.010254
	Iteration 87Q: 3 clusters Score -1126598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1126599.500000 Penalty: 4546.010254
	Iteration 88Q: 3 clusters Score -1126600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1126600.500000 Penalty: 4546.010254
	Iteration 89Q: 3 clusters Score -1126600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1126599.625000 Penalty: 4546.010254
	Iteration 90Q: 3 clusters Score -1126600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1126600.125000 Penalty: 4546.010254
	Iteration 91Q: 3 clusters Score -1126600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1126599.750000 Penalty: 4546.010254
	Iteration 92Q: 3 clusters Score -1126600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1126600.250000 Penalty: 4546.010254
	Iteration 93Q: 3 clusters Score -1126600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1126600.250000 Penalty: 4546.010254
	Iteration 94F: 3 clusters Score -1126600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Entering Unmasked Estep 
Score: -2692466.000000 Penalty: 2498.913330
	Iteration 0F: 2 clusters Score -2692466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2675829.750000 Penalty: 4997.826660
	Iteration 0F: 3 clusters Score -2675830 nChanged 10697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2681717.500000 Penalty: 4997.826660
	Iteration 1F: 3 clusters Score -2681718 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2682277.500000 Penalty: 4997.826660
	Iteration 2F: 3 clusters Score -2682278 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2682736.250000 Penalty: 4997.826660
	Iteration 3Q: 3 clusters Score -2682736 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2683150.250000 Penalty: 4997.826660
	Iteration 4Q: 3 clusters Score -2683150 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2683537.000000 Penalty: 4997.826660
	Iteration 5Q: 3 clusters Score -2683537 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2684016.750000 Penalty: 4997.826660
	Iteration 6Q: 3 clusters Score -2684017 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2684570.250000 Penalty: 4997.826660
	Iteration 7Q: 3 clusters Score -2684570 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2685189.750000 Penalty: 4997.826660
	Iteration 8Q: 3 clusters Score -2685190 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2685899.000000 Penalty: 4997.826660
	Iteration 9Q: 3 clusters Score -2685899 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2686646.250000 Penalty: 4997.826660
	Iteration 10Q: 3 clusters Score -2686646 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2687358.000000 Penalty: 4997.826660
	Iteration 11Q: 3 clusters Score -2687358 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2688048.750000 Penalty: 4997.826660
	Iteration 12Q: 3 clusters Score -2688049 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2688687.250000 Penalty: 4997.826660
	Iteration 13Q: 3 clusters Score -2688687 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2689153.000000 Penalty: 4997.826660
	Iteration 14Q: 3 clusters Score -2689153 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2689533.250000 Penalty: 4997.826660
	Iteration 15Q: 3 clusters Score -2689533 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2689811.000000 Penalty: 4997.826660
	Iteration 16Q: 3 clusters Score -2689811 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2689981.500000 Penalty: 4997.826660
	Iteration 17Q: 3 clusters Score -2689982 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2690123.500000 Penalty: 4997.826660
	Iteration 18Q: 3 clusters Score -2690124 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2690237.000000 Penalty: 4997.826660
	Iteration 19Q: 3 clusters Score -2690237 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2690320.750000 Penalty: 4997.826660
	Iteration 20F: 3 clusters Score -2690321 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2690369.250000 Penalty: 4997.826660
	Iteration 21Q: 3 clusters Score -2690369 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2690406.250000 Penalty: 4997.826660
	Iteration 22Q: 3 clusters Score -2690406 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2690446.500000 Penalty: 4997.826660
	Iteration 23Q: 3 clusters Score -2690446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2690469.750000 Penalty: 4997.826660
	Iteration 24Q: 3 clusters Score -2690470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2690492.250000 Penalty: 4997.826660
	Iteration 25Q: 3 clusters Score -2690492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2690517.750000 Penalty: 4997.826660
	Iteration 26Q: 3 clusters Score -2690518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2690535.250000 Penalty: 4997.826660
	Iteration 27Q: 3 clusters Score -2690535 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2690557.250000 Penalty: 4997.826660
	Iteration 28Q: 3 clusters Score -2690557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2690577.750000 Penalty: 4997.826660
	Iteration 29Q: 3 clusters Score -2690578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2690596.000000 Penalty: 4997.826660
	Iteration 30Q: 3 clusters Score -2690596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2690609.750000 Penalty: 4997.826660
	Iteration 31Q: 3 clusters Score -2690610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2690621.000000 Penalty: 4997.826660
	Iteration 32Q: 3 clusters Score -2690621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2690623.750000 Penalty: 4997.826660
	Iteration 33Q: 3 clusters Score -2690624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2690633.500000 Penalty: 4997.826660
	Iteration 34Q: 3 clusters Score -2690634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2690632.500000 Penalty: 4997.826660
	Iteration 35Q: 3 clusters Score -2690632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2690636.000000 Penalty: 4997.826660
	Iteration 36Q: 3 clusters Score -2690636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2690640.250000 Penalty: 4997.826660
	Iteration 37Q: 3 clusters Score -2690640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2690637.500000 Penalty: 4997.826660
	Iteration 38Q: 3 clusters Score -2690638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2690639.000000 Penalty: 4997.826660
	Iteration 39Q: 3 clusters Score -2690639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2690639.750000 Penalty: 4997.826660
	Iteration 40F: 3 clusters Score -2690640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2690642.250000 Penalty: 4997.826660
	Iteration 41Q: 3 clusters Score -2690642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2690649.250000 Penalty: 4997.826660
	Iteration 42Q: 3 clusters Score -2690649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2690648.750000 Penalty: 4997.826660
	Iteration 43Q: 3 clusters Score -2690649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2690648.500000 Penalty: 4997.826660
	Iteration 44Q: 3 clusters Score -2690648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2690648.500000 Penalty: 4997.826660
	Iteration 45F: 3 clusters Score -2690648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Entering Unmasked Estep 
Score: -2814475.250000 Penalty: 2494.322754
	Iteration 0F: 2 clusters Score -2814475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2798250.000000 Penalty: 4988.645508
	Iteration 0F: 3 clusters Score -2798250 nChanged 10373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2804043.000000 Penalty: 4988.645508
	Iteration 1F: 3 clusters Score -2804043 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2804644.250000 Penalty: 4988.645508
	Iteration 2F: 3 clusters Score -2804644 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2805224.000000 Penalty: 4988.645508
	Iteration 3F: 3 clusters Score -2805224 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2805784.750000 Penalty: 4988.645508
	Iteration 4Q: 3 clusters Score -2805785 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2806321.750000 Penalty: 4988.645508
	Iteration 5Q: 3 clusters Score -2806322 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2806873.250000 Penalty: 4988.645508
	Iteration 6Q: 3 clusters Score -2806873 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2807453.750000 Penalty: 4988.645508
	Iteration 7Q: 3 clusters Score -2807454 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2808036.000000 Penalty: 4988.645508
	Iteration 8Q: 3 clusters Score -2808036 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2808487.500000 Penalty: 4988.645508
	Iteration 9Q: 3 clusters Score -2808488 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2808913.250000 Penalty: 4988.645508
	Iteration 10Q: 3 clusters Score -2808913 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2809362.500000 Penalty: 4988.645508
	Iteration 11Q: 3 clusters Score -2809362 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2809705.000000 Penalty: 4988.645508
	Iteration 12Q: 3 clusters Score -2809705 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2809950.000000 Penalty: 4988.645508
	Iteration 13Q: 3 clusters Score -2809950 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2810122.000000 Penalty: 4988.645508
	Iteration 14Q: 3 clusters Score -2810122 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2810239.250000 Penalty: 4988.645508
	Iteration 15Q: 3 clusters Score -2810239 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2810331.500000 Penalty: 4988.645508
	Iteration 16Q: 3 clusters Score -2810332 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2810398.000000 Penalty: 4988.645508
	Iteration 17Q: 3 clusters Score -2810398 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2810446.500000 Penalty: 4988.645508
	Iteration 18Q: 3 clusters Score -2810446 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2810480.000000 Penalty: 4988.645508
	Iteration 19Q: 3 clusters Score -2810480 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2810513.250000 Penalty: 4988.645508
	Iteration 20F: 3 clusters Score -2810513 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2810560.750000 Penalty: 4988.645508
	Iteration 21Q: 3 clusters Score -2810561 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2810600.000000 Penalty: 4988.645508
	Iteration 22Q: 3 clusters Score -2810600 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2810634.250000 Penalty: 4988.645508
	Iteration 23Q: 3 clusters Score -2810634 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2810682.750000 Penalty: 4988.645508
	Iteration 24Q: 3 clusters Score -2810683 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2810719.250000 Penalty: 4988.645508
	Iteration 25Q: 3 clusters Score -2810719 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2810751.000000 Penalty: 4988.645508
	Iteration 26Q: 3 clusters Score -2810751 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2810786.500000 Penalty: 4988.645508
	Iteration 27Q: 3 clusters Score -2810786 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2810832.000000 Penalty: 4988.645508
	Iteration 28Q: 3 clusters Score -2810832 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2810893.500000 Penalty: 4988.645508
	Iteration 29Q: 3 clusters Score -2810894 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2810946.750000 Penalty: 4988.645508
	Iteration 30Q: 3 clusters Score -2810947 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2811020.500000 Penalty: 4988.645508
	Iteration 31Q: 3 clusters Score -2811020 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2811085.500000 Penalty: 4988.645508
	Iteration 32Q: 3 clusters Score -2811086 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2811163.750000 Penalty: 4988.645508
	Iteration 33Q: 3 clusters Score -2811164 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2811229.750000 Penalty: 4988.645508
	Iteration 34Q: 3 clusters Score -2811230 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2811279.000000 Penalty: 4988.645508
	Iteration 35Q: 3 clusters Score -2811279 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2811349.000000 Penalty: 4988.645508
	Iteration 36Q: 3 clusters Score -2811349 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2811425.000000 Penalty: 4988.645508
	Iteration 37Q: 3 clusters Score -2811425 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2811499.000000 Penalty: 4988.645508
	Iteration 38Q: 3 clusters Score -2811499 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2811574.500000 Penalty: 4988.645508
	Iteration 39Q: 3 clusters Score -2811574 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2811643.750000 Penalty: 4988.645508
	Iteration 40F: 3 clusters Score -2811644 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2811704.250000 Penalty: 4988.645508
	Iteration 41Q: 3 clusters Score -2811704 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2811774.250000 Penalty: 4988.645508
	Iteration 42Q: 3 clusters Score -2811774 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2811838.750000 Penalty: 4988.645508
	Iteration 43Q: 3 clusters Score -2811839 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2811909.250000 Penalty: 4988.645508
	Iteration 44Q: 3 clusters Score -2811909 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2811957.500000 Penalty: 4988.645508
	Iteration 45Q: 3 clusters Score -2811958 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2812020.500000 Penalty: 4988.645508
	Iteration 46Q: 3 clusters Score -2812020 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2812065.500000 Penalty: 4988.645508
	Iteration 47Q: 3 clusters Score -2812066 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2812117.000000 Penalty: 4988.645508
	Iteration 48Q: 3 clusters Score -2812117 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2812159.000000 Penalty: 4988.645508
	Iteration 49Q: 3 clusters Score -2812159 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2812201.000000 Penalty: 4988.645508
	Iteration 50Q: 3 clusters Score -2812201 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2812240.500000 Penalty: 4988.645508
	Iteration 51Q: 3 clusters Score -2812240 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2812284.250000 Penalty: 4988.645508
	Iteration 52Q: 3 clusters Score -2812284 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2812323.750000 Penalty: 4988.645508
	Iteration 53Q: 3 clusters Score -2812324 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2812357.750000 Penalty: 4988.645508
	Iteration 54Q: 3 clusters Score -2812358 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2812365.500000 Penalty: 4988.645508
	Iteration 55Q: 3 clusters Score -2812366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2812375.250000 Penalty: 4988.645508
	Iteration 56Q: 3 clusters Score -2812375 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2812384.750000 Penalty: 4988.645508
	Iteration 57Q: 3 clusters Score -2812385 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2812394.000000 Penalty: 4988.645508
	Iteration 58Q: 3 clusters Score -2812394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2812400.750000 Penalty: 4988.645508
	Iteration 59Q: 3 clusters Score -2812401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2812402.000000 Penalty: 4988.645508
	Iteration 60F: 3 clusters Score -2812402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2812410.000000 Penalty: 4988.645508
	Iteration 61Q: 3 clusters Score -2812410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2812414.500000 Penalty: 4988.645508
	Iteration 62Q: 3 clusters Score -2812414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2812428.250000 Penalty: 4988.645508
	Iteration 63Q: 3 clusters Score -2812428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2812439.750000 Penalty: 4988.645508
	Iteration 64Q: 3 clusters Score -2812440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2812446.000000 Penalty: 4988.645508
	Iteration 65Q: 3 clusters Score -2812446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2812458.500000 Penalty: 4988.645508
	Iteration 66Q: 3 clusters Score -2812458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2812458.750000 Penalty: 4988.645508
	Iteration 67Q: 3 clusters Score -2812459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2812467.750000 Penalty: 4988.645508
	Iteration 68Q: 3 clusters Score -2812468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2812476.250000 Penalty: 4988.645508
	Iteration 69Q: 3 clusters Score -2812476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2812477.500000 Penalty: 4988.645508
	Iteration 70Q: 3 clusters Score -2812478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2812484.500000 Penalty: 4988.645508
	Iteration 71Q: 3 clusters Score -2812484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2812491.750000 Penalty: 4988.645508
	Iteration 72Q: 3 clusters Score -2812492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2812493.750000 Penalty: 4988.645508
	Iteration 73Q: 3 clusters Score -2812494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2812503.500000 Penalty: 4988.645508
	Iteration 74Q: 3 clusters Score -2812504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2812509.500000 Penalty: 4988.645508
	Iteration 75Q: 3 clusters Score -2812510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2812507.500000 Penalty: 4988.645508
	Iteration 76Q: 3 clusters Score -2812508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2812516.000000 Penalty: 4988.645508
	Iteration 77Q: 3 clusters Score -2812516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2812519.250000 Penalty: 4988.645508
	Iteration 78Q: 3 clusters Score -2812519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2812510.000000 Penalty: 4988.645508
	Iteration 79Q: 3 clusters Score -2812510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2812516.750000 Penalty: 4988.645508
	Iteration 80F: 3 clusters Score -2812517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2812517.250000 Penalty: 4988.645508
	Iteration 81Q: 3 clusters Score -2812517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2812528.000000 Penalty: 4988.645508
	Iteration 82Q: 3 clusters Score -2812528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2812518.750000 Penalty: 4988.645508
	Iteration 83Q: 3 clusters Score -2812519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2812522.750000 Penalty: 4988.645508
	Iteration 84Q: 3 clusters Score -2812523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2812527.000000 Penalty: 4988.645508
	Iteration 85Q: 3 clusters Score -2812527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2812527.500000 Penalty: 4988.645508
	Iteration 86Q: 3 clusters Score -2812528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2812529.500000 Penalty: 4988.645508
	Iteration 87Q: 3 clusters Score -2812530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2812532.500000 Penalty: 4988.645508
	Iteration 88Q: 3 clusters Score -2812532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2812528.000000 Penalty: 4988.645508
	Iteration 89Q: 3 clusters Score -2812528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2812530.500000 Penalty: 4988.645508
	Iteration 90Q: 3 clusters Score -2812530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2812532.500000 Penalty: 4988.645508
	Iteration 91Q: 3 clusters Score -2812532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2812534.500000 Penalty: 4988.645508
	Iteration 92Q: 3 clusters Score -2812534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2812537.250000 Penalty: 4988.645508
	Iteration 93Q: 3 clusters Score -2812537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2812537.250000 Penalty: 4988.645508
	Iteration 94F: 3 clusters Score -2812537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Entering Unmasked Estep 
Score: -498443.437500 Penalty: 2063.290039
	Iteration 0F: 2 clusters Score -498443.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -494489.375000 Penalty: 4126.580078
	Iteration 0F: 3 clusters Score -494489.4 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -495331.937500 Penalty: 4126.580078
	Iteration 1F: 3 clusters Score -495331.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -495542.093750 Penalty: 4126.580078
	Iteration 2F: 3 clusters Score -495542.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -495663.375000 Penalty: 4126.580078
	Iteration 3F: 3 clusters Score -495663.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -495753.156250 Penalty: 4126.580078
	Iteration 4Q: 3 clusters Score -495753.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -495830.906250 Penalty: 4126.580078
	Iteration 5Q: 3 clusters Score -495830.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -495897.937500 Penalty: 4126.580078
	Iteration 6Q: 3 clusters Score -495897.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -495949.812500 Penalty: 4126.580078
	Iteration 7Q: 3 clusters Score -495949.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -496007.031250 Penalty: 4126.580078
	Iteration 8Q: 3 clusters Score -496007 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -496054.500000 Penalty: 4126.580078
	Iteration 9Q: 3 clusters Score -496054.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -496097.437500 Penalty: 4126.580078
	Iteration 10Q: 3 clusters Score -496097.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -496136.093750 Penalty: 4126.580078
	Iteration 11Q: 3 clusters Score -496136.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -496165.593750 Penalty: 4126.580078
	Iteration 12Q: 3 clusters Score -496165.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -496211.500000 Penalty: 4126.580078
	Iteration 13Q: 3 clusters Score -496211.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -496265.093750 Penalty: 4126.580078
	Iteration 14Q: 3 clusters Score -496265.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -496320.906250 Penalty: 4126.580078
	Iteration 15Q: 3 clusters Score -496320.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -496384.812500 Penalty: 4126.580078
	Iteration 16Q: 3 clusters Score -496384.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -496462.656250 Penalty: 4126.580078
	Iteration 17Q: 3 clusters Score -496462.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -496541.250000 Penalty: 4126.580078
	Iteration 18Q: 3 clusters Score -496541.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -496622.093750 Penalty: 4126.580078
	Iteration 19Q: 3 clusters Score -496622.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -496686.781250 Penalty: 4126.580078
	Iteration 20F: 3 clusters Score -496686.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -496734.250000 Penalty: 4126.580078
	Iteration 21Q: 3 clusters Score -496734.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -496769.812500 Penalty: 4126.580078
	Iteration 22Q: 3 clusters Score -496769.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -496799.531250 Penalty: 4126.580078
	Iteration 23Q: 3 clusters Score -496799.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -496828.875000 Penalty: 4126.580078
	Iteration 24Q: 3 clusters Score -496828.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -496852.125000 Penalty: 4126.580078
	Iteration 25Q: 3 clusters Score -496852.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -496877.750000 Penalty: 4126.580078
	Iteration 26Q: 3 clusters Score -496877.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -496891.843750 Penalty: 4126.580078
	Iteration 27Q: 3 clusters Score -496891.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -496897.437500 Penalty: 4126.580078
	Iteration 28Q: 3 clusters Score -496897.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -496901.781250 Penalty: 4126.580078
	Iteration 29Q: 3 clusters Score -496901.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -496910.968750 Penalty: 4126.580078
	Iteration 30Q: 3 clusters Score -496911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -496914.218750 Penalty: 4126.580078
	Iteration 31Q: 3 clusters Score -496914.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -496915.250000 Penalty: 4126.580078
	Iteration 32Q: 3 clusters Score -496915.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -496915.750000 Penalty: 4126.580078
	Iteration 33Q: 3 clusters Score -496915.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -496916.968750 Penalty: 4126.580078
	Iteration 34Q: 3 clusters Score -496917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -496920.500000 Penalty: 4126.580078
	Iteration 35Q: 3 clusters Score -496920.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -496921.406250 Penalty: 4126.580078
	Iteration 36Q: 3 clusters Score -496921.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -496924.718750 Penalty: 4126.580078
	Iteration 37Q: 3 clusters Score -496924.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -496925.468750 Penalty: 4126.580078
	Iteration 38Q: 3 clusters Score -496925.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -496927.812500 Penalty: 4126.580078
	Iteration 39Q: 3 clusters Score -496927.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -496933.718750 Penalty: 4126.580078
	Iteration 40F: 3 clusters Score -496933.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -496936.406250 Penalty: 4126.580078
	Iteration 41Q: 3 clusters Score -496936.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -496936.562500 Penalty: 4126.580078
	Iteration 42Q: 3 clusters Score -496936.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -496936.562500 Penalty: 4126.580078
	Iteration 43F: 3 clusters Score -496936.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -76642.937500 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -76642.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -75029.804688 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -75029.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -75496.843750 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -75496.84 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75989.648438 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -75989.65 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -76602.750000 Penalty: 3294.673340
	Iteration 3F: 3 clusters Score -76602.75 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -77070.515625 Penalty: 3294.673340
	Iteration 4F: 3 clusters Score -77070.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -77352.359375 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -77352.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -77442.046875 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -77442.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -77556.312500 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -77556.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -77620.085938 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -77620.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -77721.421875 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -77721.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -77891.101562 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -77891.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -78021.695312 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -78021.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -78026.062500 Penalty: 3294.673340
	Iteration 12Q: 3 clusters Score -78026.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -78026.062500 Penalty: 3294.673340
	Iteration 13F: 3 clusters Score -78026.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 4050 members 
Mstep: Class 3 contains 14603 members 
Mstep: Class 4 contains 4089 members 
Mstep: Class 5 contains 8457 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 196928 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 40580 members 
Mstep: Class 10 contains 270238 members 
Mstep: Class 11 contains 59619 members 
Mstep: Class 12 contains 302502 members 
Mstep: Class 13 contains 10494 members 
Mstep: Class 14 contains 31173 members 
Mstep: Class 15 contains 6757 members 
Mstep: Class 16 contains 19383 members 
Mstep: Class 17 contains 39400 members 
Mstep: Class 18 contains 9560 members 
Mstep: Class 19 contains 23772 members 
Mstep: Class 20 contains 23336 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 290 members 
Mstep: Class 23 contains 94306 members 
Mstep: Class 24 contains 80441 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 477 members 
Entering Unmasked Estep 
Score: -154573568.000000 Penalty: 90644.539062
Splitting cluster 22 changes total score from -154573824.000000 to -154573568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (94306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94306 members 
Entering Unmasked Estep 
Score: -11895399.000000 Penalty: 2840.666504
	Iteration 0F: 2 clusters Score -1.18954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -11832434.000000 Penalty: 5681.333008
	Iteration 0F: 3 clusters Score -1.183243e+07 nChanged 44442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -11857378.000000 Penalty: 5681.333008
	Iteration 1F: 3 clusters Score -1.185738e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -11858033.000000 Penalty: 5681.333008
	Iteration 2Q: 3 clusters Score -1.185803e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -11858641.000000 Penalty: 5681.333008
	Iteration 3Q: 3 clusters Score -1.185864e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -11859240.000000 Penalty: 5681.333008
	Iteration 4Q: 3 clusters Score -1.185924e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -11859889.000000 Penalty: 5681.333008
	Iteration 5Q: 3 clusters Score -1.185989e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -11860734.000000 Penalty: 5681.333008
	Iteration 6Q: 3 clusters Score -1.186073e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -11861776.000000 Penalty: 5681.333008
	Iteration 7Q: 3 clusters Score -1.186178e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -11863261.000000 Penalty: 5681.333008
	Iteration 8Q: 3 clusters Score -1.186326e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -11865604.000000 Penalty: 5681.333008
	Iteration 9Q: 3 clusters Score -1.18656e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63235 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -11868858.000000 Penalty: 5681.333008
	Iteration 10F: 3 clusters Score -1.186886e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68739 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -11873105.000000 Penalty: 5681.333008
	Iteration 11F: 3 clusters Score -1.18731e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74361 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -11877907.000000 Penalty: 5681.333008
	Iteration 12F: 3 clusters Score -1.187791e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -11882073.000000 Penalty: 5681.333008
	Iteration 13F: 3 clusters Score -1.188207e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82832 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -11885204.000000 Penalty: 5681.333008
	Iteration 14Q: 3 clusters Score -1.18852e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85657 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -11887466.000000 Penalty: 5681.333008
	Iteration 15Q: 3 clusters Score -1.188747e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87762 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -11888993.000000 Penalty: 5681.333008
	Iteration 16Q: 3 clusters Score -1.188899e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -11890003.000000 Penalty: 5681.333008
	Iteration 17Q: 3 clusters Score -1.189e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90485 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -11890842.000000 Penalty: 5681.333008
	Iteration 18Q: 3 clusters Score -1.189084e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91392 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -11891477.000000 Penalty: 5681.333008
	Iteration 19Q: 3 clusters Score -1.189148e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92045 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -11891904.000000 Penalty: 5681.333008
	Iteration 20F: 3 clusters Score -1.18919e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92534 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -11892191.000000 Penalty: 5681.333008
	Iteration 21Q: 3 clusters Score -1.189219e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92883 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -11892438.000000 Penalty: 5681.333008
	Iteration 22Q: 3 clusters Score -1.189244e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93095 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -11892548.000000 Penalty: 5681.333008
	Iteration 23Q: 3 clusters Score -1.189255e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93242 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -11892647.000000 Penalty: 5681.333008
	Iteration 24Q: 3 clusters Score -1.189265e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93352 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -11892748.000000 Penalty: 5681.333008
	Iteration 25Q: 3 clusters Score -1.189275e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93443 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -11892832.000000 Penalty: 5681.333008
	Iteration 26Q: 3 clusters Score -1.189283e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93508 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -11892893.000000 Penalty: 5681.333008
	Iteration 27Q: 3 clusters Score -1.189289e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93556 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -11892917.000000 Penalty: 5681.333008
	Iteration 28Q: 3 clusters Score -1.189292e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93591 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -11892946.000000 Penalty: 5681.333008
	Iteration 29Q: 3 clusters Score -1.189295e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93620 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -11892939.000000 Penalty: 5681.333008
	Iteration 30Q: 3 clusters Score -1.189294e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93644 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11892966.000000 Penalty: 5681.333008
	Iteration 31Q: 3 clusters Score -1.189297e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93662 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -11892982.000000 Penalty: 5681.333008
	Iteration 32Q: 3 clusters Score -1.189298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93678 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -11892985.000000 Penalty: 5681.333008
	Iteration 33Q: 3 clusters Score -1.189298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93686 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -11893000.000000 Penalty: 5681.333008
	Iteration 34Q: 3 clusters Score -1.1893e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93691 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -11893015.000000 Penalty: 5681.333008
	Iteration 35Q: 3 clusters Score -1.189302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93699 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -11893018.000000 Penalty: 5681.333008
	Iteration 36Q: 3 clusters Score -1.189302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93705 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -11893025.000000 Penalty: 5681.333008
	Iteration 37Q: 3 clusters Score -1.189302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93708 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -11893031.000000 Penalty: 5681.333008
	Iteration 38Q: 3 clusters Score -1.189303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93712 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11893039.000000 Penalty: 5681.333008
	Iteration 39Q: 3 clusters Score -1.189304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93715 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -11893039.000000 Penalty: 5681.333008
	Iteration 40F: 3 clusters Score -1.189304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93718 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -11893039.000000 Penalty: 5681.333008
	Iteration 41Q: 3 clusters Score -1.189304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93722 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -11893051.000000 Penalty: 5681.333008
	Iteration 42Q: 3 clusters Score -1.189305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93726 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -11893053.000000 Penalty: 5681.333008
	Iteration 43Q: 3 clusters Score -1.189305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93734 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -11893048.000000 Penalty: 5681.333008
	Iteration 44Q: 3 clusters Score -1.189305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93737 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -11893043.000000 Penalty: 5681.333008
	Iteration 45Q: 3 clusters Score -1.189304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93739 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -11893042.000000 Penalty: 5681.333008
	Iteration 46Q: 3 clusters Score -1.189304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93739 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -11893035.000000 Penalty: 5681.333008
	Iteration 47Q: 3 clusters Score -1.189304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93737 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -11893039.000000 Penalty: 5681.333008
	Iteration 48Q: 3 clusters Score -1.189304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93738 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -11893042.000000 Penalty: 5681.333008
	Iteration 49Q: 3 clusters Score -1.189304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93738 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -11893042.000000 Penalty: 5681.333008
	Iteration 50F: 3 clusters Score -1.189304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (80441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80441 members 
Entering Unmasked Estep 
Score: -9732335.000000 Penalty: 2801.229248
	Iteration 0F: 2 clusters Score -9732335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -9678276.000000 Penalty: 5602.458496
	Iteration 0F: 3 clusters Score -9678276 nChanged 37833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -9699878.000000 Penalty: 5602.458496
	Iteration 1F: 3 clusters Score -9699878 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -9700517.000000 Penalty: 5602.458496
	Iteration 2Q: 3 clusters Score -9700517 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -9701243.000000 Penalty: 5602.458496
	Iteration 3Q: 3 clusters Score -9701243 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -9702016.000000 Penalty: 5602.458496
	Iteration 4Q: 3 clusters Score -9702016 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -9703075.000000 Penalty: 5602.458496
	Iteration 5Q: 3 clusters Score -9703075 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -9704569.000000 Penalty: 5602.458496
	Iteration 6Q: 3 clusters Score -9704569 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -9706819.000000 Penalty: 5602.458496
	Iteration 7F: 3 clusters Score -9706819 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -9710256.000000 Penalty: 5602.458496
	Iteration 8F: 3 clusters Score -9710256 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63920 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -9715235.000000 Penalty: 5602.458496
	Iteration 9F: 3 clusters Score -9715235 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70042 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -9720582.000000 Penalty: 5602.458496
	Iteration 10F: 3 clusters Score -9720582 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75035 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -9725138.000000 Penalty: 5602.458496
	Iteration 11F: 3 clusters Score -9725138 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77962 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -9727890.000000 Penalty: 5602.458496
	Iteration 12Q: 3 clusters Score -9727890 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79316 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -9729093.000000 Penalty: 5602.458496
	Iteration 13Q: 3 clusters Score -9729093 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79798 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9729509.000000 Penalty: 5602.458496
	Iteration 14Q: 3 clusters Score -9729509 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79971 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9729709.000000 Penalty: 5602.458496
	Iteration 15Q: 3 clusters Score -9729709 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80058 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9729826.000000 Penalty: 5602.458496
	Iteration 16Q: 3 clusters Score -9729826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80097 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9729863.000000 Penalty: 5602.458496
	Iteration 17Q: 3 clusters Score -9729863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80114 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9729911.000000 Penalty: 5602.458496
	Iteration 18Q: 3 clusters Score -9729911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80122 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9729924.000000 Penalty: 5602.458496
	Iteration 19Q: 3 clusters Score -9729924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80126 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9729929.000000 Penalty: 5602.458496
	Iteration 20F: 3 clusters Score -9729929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80127 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9729934.000000 Penalty: 5602.458496
	Iteration 21Q: 3 clusters Score -9729934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80130 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9729930.000000 Penalty: 5602.458496
	Iteration 22Q: 3 clusters Score -9729930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80130 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9729937.000000 Penalty: 5602.458496
	Iteration 23Q: 3 clusters Score -9729937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80129 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9729937.000000 Penalty: 5602.458496
	Iteration 24Q: 3 clusters Score -9729937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9729940.000000 Penalty: 5602.458496
	Iteration 25Q: 3 clusters Score -9729940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9729940.000000 Penalty: 5602.458496
	Iteration 26F: 3 clusters Score -9729940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -98991.960938 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -98991.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -97174.335938 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -97174.34 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -97483.570312 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -97483.57 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -97573.687500 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -97573.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -97612.851562 Penalty: 3349.705322
	Iteration 3Q: 3 clusters Score -97612.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -97652.867188 Penalty: 3349.705322
	Iteration 4Q: 3 clusters Score -97652.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -97675.382812 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -97675.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -97695.031250 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -97695.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -97705.718750 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -97705.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -97714.500000 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -97714.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -97725.929688 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -97725.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -97742.531250 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -97742.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97751.023438 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -97751.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97755.656250 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -97755.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -97760.257812 Penalty: 3349.705322
	Iteration 13Q: 3 clusters Score -97760.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97760.687500 Penalty: 3349.705322
	Iteration 14Q: 3 clusters Score -97760.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97763.296875 Penalty: 3349.705322
	Iteration 15Q: 3 clusters Score -97763.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97764.062500 Penalty: 3349.705322
	Iteration 16Q: 3 clusters Score -97764.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -97766.187500 Penalty: 3349.705322
	Iteration 17Q: 3 clusters Score -97766.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97769.656250 Penalty: 3349.705322
	Iteration 18Q: 3 clusters Score -97769.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97776.007812 Penalty: 3349.705322
	Iteration 19Q: 3 clusters Score -97776.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -97783.242188 Penalty: 3349.705322
	Iteration 20F: 3 clusters Score -97783.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97788.546875 Penalty: 3349.705322
	Iteration 21Q: 3 clusters Score -97788.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -97795.343750 Penalty: 3349.705322
	Iteration 22Q: 3 clusters Score -97795.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -97805.984375 Penalty: 3349.705322
	Iteration 23Q: 3 clusters Score -97805.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -97813.125000 Penalty: 3349.705322
	Iteration 24Q: 3 clusters Score -97813.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -97820.359375 Penalty: 3349.705322
	Iteration 25Q: 3 clusters Score -97820.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -97828.257812 Penalty: 3349.705322
	Iteration 26Q: 3 clusters Score -97828.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97841.390625 Penalty: 3349.705322
	Iteration 27Q: 3 clusters Score -97841.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -97853.101562 Penalty: 3349.705322
	Iteration 28Q: 3 clusters Score -97853.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97863.367188 Penalty: 3349.705322
	Iteration 29Q: 3 clusters Score -97863.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -97872.718750 Penalty: 3349.705322
	Iteration 30Q: 3 clusters Score -97872.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -97879.671875 Penalty: 3349.705322
	Iteration 31Q: 3 clusters Score -97879.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -97879.671875 Penalty: 3349.705322
	Iteration 32F: 3 clusters Score -97879.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 4050 members 
Mstep: Class 3 contains 14603 members 
Mstep: Class 4 contains 4089 members 
Mstep: Class 5 contains 8457 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 196928 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 40580 members 
Mstep: Class 10 contains 270238 members 
Mstep: Class 11 contains 59619 members 
Mstep: Class 12 contains 302502 members 
Mstep: Class 13 contains 10494 members 
Mstep: Class 14 contains 31173 members 
Mstep: Class 15 contains 6757 members 
Mstep: Class 16 contains 19383 members 
Mstep: Class 17 contains 39400 members 
Mstep: Class 18 contains 9560 members 
Mstep: Class 19 contains 23772 members 
Mstep: Class 20 contains 23336 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94306 members 
Mstep: Class 24 contains 80441 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573808.000000 Penalty: 87158.210938
Iteration 159Q: 26 clusters Score -1.545738e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 4054 members 
Mstep: Class 3 contains 14600 members 
Mstep: Class 4 contains 4090 members 
Mstep: Class 5 contains 8453 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 196921 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 40636 members 
Mstep: Class 10 contains 270141 members 
Mstep: Class 11 contains 59597 members 
Mstep: Class 12 contains 302534 members 
Mstep: Class 13 contains 10483 members 
Mstep: Class 14 contains 31205 members 
Mstep: Class 15 contains 6759 members 
Mstep: Class 16 contains 19381 members 
Mstep: Class 17 contains 39402 members 
Mstep: Class 18 contains 9559 members 
Mstep: Class 19 contains 23772 members 
Mstep: Class 20 contains 23338 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94338 members 
Mstep: Class 24 contains 80412 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574016.000000 Penalty: 87158.210938
Iteration 160F: 26 clusters Score -1.54574e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 4057 members 
Mstep: Class 3 contains 14603 members 
Mstep: Class 4 contains 4088 members 
Mstep: Class 5 contains 8452 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 196927 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 40684 members 
Mstep: Class 10 contains 270047 members 
Mstep: Class 11 contains 59574 members 
Mstep: Class 12 contains 302574 members 
Mstep: Class 13 contains 10471 members 
Mstep: Class 14 contains 31230 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 19384 members 
Mstep: Class 17 contains 39403 members 
Mstep: Class 18 contains 9558 members 
Mstep: Class 19 contains 23771 members 
Mstep: Class 20 contains 23339 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94356 members 
Mstep: Class 24 contains 80385 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573808.000000 Penalty: 87158.210938
Iteration 161Q: 26 clusters Score -1.545738e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 4062 members 
Mstep: Class 3 contains 14601 members 
Mstep: Class 4 contains 4086 members 
Mstep: Class 5 contains 8451 members 
Mstep: Class 6 contains 2354 members 
Mstep: Class 7 contains 196930 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 40740 members 
Mstep: Class 10 contains 270044 members 
Mstep: Class 11 contains 59566 members 
Mstep: Class 12 contains 302524 members 
Mstep: Class 13 contains 10467 members 
Mstep: Class 14 contains 31234 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 19385 members 
Mstep: Class 17 contains 39404 members 
Mstep: Class 18 contains 9558 members 
Mstep: Class 19 contains 23765 members 
Mstep: Class 20 contains 23341 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94384 members 
Mstep: Class 24 contains 80361 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573968.000000 Penalty: 87158.210938
Iteration 162Q: 26 clusters Score -1.54574e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 14598 members 
Mstep: Class 4 contains 4085 members 
Mstep: Class 5 contains 8444 members 
Mstep: Class 6 contains 2347 members 
Mstep: Class 7 contains 196877 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 40803 members 
Mstep: Class 10 contains 270101 members 
Mstep: Class 11 contains 59556 members 
Mstep: Class 12 contains 302458 members 
Mstep: Class 13 contains 10469 members 
Mstep: Class 14 contains 31260 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 19381 members 
Mstep: Class 17 contains 39402 members 
Mstep: Class 18 contains 9556 members 
Mstep: Class 19 contains 23767 members 
Mstep: Class 20 contains 23340 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94410 members 
Mstep: Class 24 contains 80322 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574112.000000 Penalty: 87158.210938
Iteration 163Q: 26 clusters Score -1.545741e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 14596 members 
Mstep: Class 4 contains 4085 members 
Mstep: Class 5 contains 8443 members 
Mstep: Class 6 contains 2340 members 
Mstep: Class 7 contains 196858 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 40854 members 
Mstep: Class 10 contains 270190 members 
Mstep: Class 11 contains 59566 members 
Mstep: Class 12 contains 302336 members 
Mstep: Class 13 contains 10469 members 
Mstep: Class 14 contains 31281 members 
Mstep: Class 15 contains 6756 members 
Mstep: Class 16 contains 19378 members 
Mstep: Class 17 contains 39392 members 
Mstep: Class 18 contains 9556 members 
Mstep: Class 19 contains 23768 members 
Mstep: Class 20 contains 23344 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94424 members 
Mstep: Class 24 contains 80288 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574128.000000 Penalty: 87158.210938
Iteration 164Q: 26 clusters Score -1.545741e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 4092 members 
Mstep: Class 3 contains 14596 members 
Mstep: Class 4 contains 4086 members 
Mstep: Class 5 contains 8444 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 196825 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 40908 members 
Mstep: Class 10 contains 270301 members 
Mstep: Class 11 contains 59565 members 
Mstep: Class 12 contains 302246 members 
Mstep: Class 13 contains 10470 members 
Mstep: Class 14 contains 31296 members 
Mstep: Class 15 contains 6755 members 
Mstep: Class 16 contains 19375 members 
Mstep: Class 17 contains 39387 members 
Mstep: Class 18 contains 9557 members 
Mstep: Class 19 contains 23770 members 
Mstep: Class 20 contains 23345 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94423 members 
Mstep: Class 24 contains 80248 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574192.000000 Penalty: 87158.210938
Iteration 165Q: 26 clusters Score -1.545742e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 4108 members 
Mstep: Class 3 contains 14595 members 
Mstep: Class 4 contains 4086 members 
Mstep: Class 5 contains 8444 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 196815 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 40943 members 
Mstep: Class 10 contains 270417 members 
Mstep: Class 11 contains 59566 members 
Mstep: Class 12 contains 302117 members 
Mstep: Class 13 contains 10473 members 
Mstep: Class 14 contains 31307 members 
Mstep: Class 15 contains 6757 members 
Mstep: Class 16 contains 19367 members 
Mstep: Class 17 contains 39384 members 
Mstep: Class 18 contains 9557 members 
Mstep: Class 19 contains 23771 members 
Mstep: Class 20 contains 23345 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94418 members 
Mstep: Class 24 contains 80220 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574112.000000 Penalty: 87158.210938
Iteration 166Q: 26 clusters Score -1.545741e+08 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 14593 members 
Mstep: Class 4 contains 4084 members 
Mstep: Class 5 contains 8442 members 
Mstep: Class 6 contains 2293 members 
Mstep: Class 7 contains 196817 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 40996 members 
Mstep: Class 10 contains 270534 members 
Mstep: Class 11 contains 59569 members 
Mstep: Class 12 contains 301959 members 
Mstep: Class 13 contains 10476 members 
Mstep: Class 14 contains 31316 members 
Mstep: Class 15 contains 6757 members 
Mstep: Class 16 contains 19367 members 
Mstep: Class 17 contains 39382 members 
Mstep: Class 18 contains 9556 members 
Mstep: Class 19 contains 23769 members 
Mstep: Class 20 contains 23346 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94427 members 
Mstep: Class 24 contains 80181 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574032.000000 Penalty: 87158.210938
Iteration 167Q: 26 clusters Score -1.54574e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 4141 members 
Mstep: Class 3 contains 14592 members 
Mstep: Class 4 contains 4083 members 
Mstep: Class 5 contains 8443 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 196826 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41045 members 
Mstep: Class 10 contains 270659 members 
Mstep: Class 11 contains 59562 members 
Mstep: Class 12 contains 301783 members 
Mstep: Class 13 contains 10479 members 
Mstep: Class 14 contains 31334 members 
Mstep: Class 15 contains 6757 members 
Mstep: Class 16 contains 19366 members 
Mstep: Class 17 contains 39383 members 
Mstep: Class 18 contains 9553 members 
Mstep: Class 19 contains 23764 members 
Mstep: Class 20 contains 23346 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94422 members 
Mstep: Class 24 contains 80159 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574224.000000 Penalty: 87158.210938
Iteration 168Q: 26 clusters Score -1.545742e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14589 members 
Mstep: Class 4 contains 4082 members 
Mstep: Class 5 contains 8445 members 
Mstep: Class 6 contains 2274 members 
Mstep: Class 7 contains 196814 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41074 members 
Mstep: Class 10 contains 270824 members 
Mstep: Class 11 contains 59558 members 
Mstep: Class 12 contains 301611 members 
Mstep: Class 13 contains 10482 members 
Mstep: Class 14 contains 31349 members 
Mstep: Class 15 contains 6759 members 
Mstep: Class 16 contains 19361 members 
Mstep: Class 17 contains 39382 members 
Mstep: Class 18 contains 9549 members 
Mstep: Class 19 contains 23761 members 
Mstep: Class 20 contains 23345 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94416 members 
Mstep: Class 24 contains 80151 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574064.000000 Penalty: 87158.210938
Iteration 169Q: 26 clusters Score -1.545741e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 4172 members 
Mstep: Class 3 contains 14586 members 
Mstep: Class 4 contains 4082 members 
Mstep: Class 5 contains 8445 members 
Mstep: Class 6 contains 2265 members 
Mstep: Class 7 contains 196784 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41102 members 
Mstep: Class 10 contains 271071 members 
Mstep: Class 11 contains 59544 members 
Mstep: Class 12 contains 301383 members 
Mstep: Class 13 contains 10480 members 
Mstep: Class 14 contains 31356 members 
Mstep: Class 15 contains 6759 members 
Mstep: Class 16 contains 19361 members 
Mstep: Class 17 contains 39390 members 
Mstep: Class 18 contains 9547 members 
Mstep: Class 19 contains 23752 members 
Mstep: Class 20 contains 23348 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94419 members 
Mstep: Class 24 contains 80129 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573952.000000 Penalty: 87158.210938
Iteration 170Q: 26 clusters Score -1.54574e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 4184 members 
Mstep: Class 3 contains 14585 members 
Mstep: Class 4 contains 4085 members 
Mstep: Class 5 contains 8444 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 196778 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41126 members 
Mstep: Class 10 contains 271287 members 
Mstep: Class 11 contains 59543 members 
Mstep: Class 12 contains 301156 members 
Mstep: Class 13 contains 10479 members 
Mstep: Class 14 contains 31369 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 19360 members 
Mstep: Class 17 contains 39396 members 
Mstep: Class 18 contains 9546 members 
Mstep: Class 19 contains 23744 members 
Mstep: Class 20 contains 23348 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94406 members 
Mstep: Class 24 contains 80112 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574080.000000 Penalty: 87158.210938
Iteration 171Q: 26 clusters Score -1.545741e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 4199 members 
Mstep: Class 3 contains 14581 members 
Mstep: Class 4 contains 4084 members 
Mstep: Class 5 contains 8440 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 196767 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41144 members 
Mstep: Class 10 contains 271569 members 
Mstep: Class 11 contains 59548 members 
Mstep: Class 12 contains 300875 members 
Mstep: Class 13 contains 10481 members 
Mstep: Class 14 contains 31380 members 
Mstep: Class 15 contains 6763 members 
Mstep: Class 16 contains 19357 members 
Mstep: Class 17 contains 39400 members 
Mstep: Class 18 contains 9544 members 
Mstep: Class 19 contains 23740 members 
Mstep: Class 20 contains 23350 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94394 members 
Mstep: Class 24 contains 80094 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574096.000000 Penalty: 87158.210938
Iteration 172Q: 26 clusters Score -1.545741e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 4208 members 
Mstep: Class 3 contains 14578 members 
Mstep: Class 4 contains 4083 members 
Mstep: Class 5 contains 8438 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 196745 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41168 members 
Mstep: Class 10 contains 271898 members 
Mstep: Class 11 contains 59549 members 
Mstep: Class 12 contains 300548 members 
Mstep: Class 13 contains 10485 members 
Mstep: Class 14 contains 31399 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 19351 members 
Mstep: Class 17 contains 39400 members 
Mstep: Class 18 contains 9544 members 
Mstep: Class 19 contains 23737 members 
Mstep: Class 20 contains 23350 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94386 members 
Mstep: Class 24 contains 80081 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574208.000000 Penalty: 87158.210938
Iteration 173Q: 26 clusters Score -1.545742e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 4221 members 
Mstep: Class 3 contains 14578 members 
Mstep: Class 4 contains 4083 members 
Mstep: Class 5 contains 8438 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 7 contains 196713 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41174 members 
Mstep: Class 10 contains 272259 members 
Mstep: Class 11 contains 59548 members 
Mstep: Class 12 contains 300207 members 
Mstep: Class 13 contains 10487 members 
Mstep: Class 14 contains 31412 members 
Mstep: Class 15 contains 6763 members 
Mstep: Class 16 contains 19345 members 
Mstep: Class 17 contains 39394 members 
Mstep: Class 18 contains 9542 members 
Mstep: Class 19 contains 23737 members 
Mstep: Class 20 contains 23352 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94360 members 
Mstep: Class 24 contains 80077 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574288.000000 Penalty: 87158.210938
Iteration 174Q: 26 clusters Score -1.545743e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 4234 members 
Mstep: Class 3 contains 14578 members 
Mstep: Class 4 contains 4083 members 
Mstep: Class 5 contains 8437 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 196688 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41182 members 
Mstep: Class 10 contains 272617 members 
Mstep: Class 11 contains 59539 members 
Mstep: Class 12 contains 299883 members 
Mstep: Class 13 contains 10486 members 
Mstep: Class 14 contains 31411 members 
Mstep: Class 15 contains 6763 members 
Mstep: Class 16 contains 19340 members 
Mstep: Class 17 contains 39398 members 
Mstep: Class 18 contains 9542 members 
Mstep: Class 19 contains 23738 members 
Mstep: Class 20 contains 23353 members 
Mstep: Class 21 contains 4103 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94333 members 
Mstep: Class 24 contains 80076 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574448.000000 Penalty: 87158.210938
Iteration 175Q: 26 clusters Score -1.545744e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 4249 members 
Mstep: Class 3 contains 14580 members 
Mstep: Class 4 contains 4083 members 
Mstep: Class 5 contains 8435 members 
Mstep: Class 6 contains 2219 members 
Mstep: Class 7 contains 196693 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41187 members 
Mstep: Class 10 contains 272963 members 
Mstep: Class 11 contains 59534 members 
Mstep: Class 12 contains 299551 members 
Mstep: Class 13 contains 10487 members 
Mstep: Class 14 contains 31416 members 
Mstep: Class 15 contains 6763 members 
Mstep: Class 16 contains 19336 members 
Mstep: Class 17 contains 39400 members 
Mstep: Class 18 contains 9543 members 
Mstep: Class 19 contains 23740 members 
Mstep: Class 20 contains 23358 members 
Mstep: Class 21 contains 4102 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94291 members 
Mstep: Class 24 contains 80080 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574656.000000 Penalty: 87158.210938
Iteration 176Q: 26 clusters Score -1.545747e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 4267 members 
Mstep: Class 3 contains 14590 members 
Mstep: Class 4 contains 4083 members 
Mstep: Class 5 contains 8436 members 
Mstep: Class 6 contains 2204 members 
Mstep: Class 7 contains 196646 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41196 members 
Mstep: Class 10 contains 273299 members 
Mstep: Class 11 contains 59532 members 
Mstep: Class 12 contains 299266 members 
Mstep: Class 13 contains 10490 members 
Mstep: Class 14 contains 31416 members 
Mstep: Class 15 contains 6765 members 
Mstep: Class 16 contains 19330 members 
Mstep: Class 17 contains 39394 members 
Mstep: Class 18 contains 9542 members 
Mstep: Class 19 contains 23736 members 
Mstep: Class 20 contains 23362 members 
Mstep: Class 21 contains 4102 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94252 members 
Mstep: Class 24 contains 80094 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574656.000000 Penalty: 87158.210938
Iteration 177Q: 26 clusters Score -1.545747e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 4281 members 
Mstep: Class 3 contains 14595 members 
Mstep: Class 4 contains 4083 members 
Mstep: Class 5 contains 8433 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 196616 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41204 members 
Mstep: Class 10 contains 273691 members 
Mstep: Class 11 contains 59517 members 
Mstep: Class 12 contains 298981 members 
Mstep: Class 13 contains 10491 members 
Mstep: Class 14 contains 31419 members 
Mstep: Class 15 contains 6767 members 
Mstep: Class 16 contains 19330 members 
Mstep: Class 17 contains 39389 members 
Mstep: Class 18 contains 9539 members 
Mstep: Class 19 contains 23736 members 
Mstep: Class 20 contains 23362 members 
Mstep: Class 21 contains 4102 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94175 members 
Mstep: Class 24 contains 80090 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574720.000000 Penalty: 87158.210938
Iteration 178Q: 26 clusters Score -1.545747e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 3 contains 14598 members 
Mstep: Class 4 contains 4084 members 
Mstep: Class 5 contains 8432 members 
Mstep: Class 6 contains 2187 members 
Mstep: Class 7 contains 196594 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41222 members 
Mstep: Class 10 contains 274000 members 
Mstep: Class 11 contains 59513 members 
Mstep: Class 12 contains 298705 members 
Mstep: Class 13 contains 10491 members 
Mstep: Class 14 contains 31431 members 
Mstep: Class 15 contains 6769 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39384 members 
Mstep: Class 18 contains 9540 members 
Mstep: Class 19 contains 23741 members 
Mstep: Class 20 contains 23360 members 
Mstep: Class 21 contains 4102 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94138 members 
Mstep: Class 24 contains 80074 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574512.000000 Penalty: 87158.210938
Iteration 179Q: 26 clusters Score -1.545745e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 4303 members 
Mstep: Class 3 contains 14605 members 
Mstep: Class 4 contains 4081 members 
Mstep: Class 5 contains 8431 members 
Mstep: Class 6 contains 2187 members 
Mstep: Class 7 contains 196560 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41252 members 
Mstep: Class 10 contains 274300 members 
Mstep: Class 11 contains 59508 members 
Mstep: Class 12 contains 298429 members 
Mstep: Class 13 contains 10491 members 
Mstep: Class 14 contains 31439 members 
Mstep: Class 15 contains 6769 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39386 members 
Mstep: Class 18 contains 9539 members 
Mstep: Class 19 contains 23736 members 
Mstep: Class 20 contains 23360 members 
Mstep: Class 21 contains 4102 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94092 members 
Mstep: Class 24 contains 80063 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574448.000000 Penalty: 87158.210938
Iteration 180F: 26 clusters Score -1.545744e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 14606 members 
Mstep: Class 4 contains 4081 members 
Mstep: Class 5 contains 8434 members 
Mstep: Class 6 contains 2177 members 
Mstep: Class 7 contains 196539 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41271 members 
Mstep: Class 10 contains 274597 members 
Mstep: Class 11 contains 59496 members 
Mstep: Class 12 contains 298187 members 
Mstep: Class 13 contains 10489 members 
Mstep: Class 14 contains 31434 members 
Mstep: Class 15 contains 6768 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39380 members 
Mstep: Class 18 contains 9539 members 
Mstep: Class 19 contains 23735 members 
Mstep: Class 20 contains 23357 members 
Mstep: Class 21 contains 4102 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94056 members 
Mstep: Class 24 contains 80056 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574640.000000 Penalty: 87158.210938
Iteration 181Q: 26 clusters Score -1.545746e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 4335 members 
Mstep: Class 3 contains 14614 members 
Mstep: Class 4 contains 4078 members 
Mstep: Class 5 contains 8430 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 196483 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41287 members 
Mstep: Class 10 contains 274797 members 
Mstep: Class 11 contains 59484 members 
Mstep: Class 12 contains 298069 members 
Mstep: Class 13 contains 10486 members 
Mstep: Class 14 contains 31428 members 
Mstep: Class 15 contains 6767 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39378 members 
Mstep: Class 18 contains 9540 members 
Mstep: Class 19 contains 23738 members 
Mstep: Class 20 contains 23355 members 
Mstep: Class 21 contains 4102 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94027 members 
Mstep: Class 24 contains 80035 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574688.000000 Penalty: 87158.210938
Iteration 182Q: 26 clusters Score -1.545747e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 14619 members 
Mstep: Class 4 contains 4076 members 
Mstep: Class 5 contains 8428 members 
Mstep: Class 6 contains 2149 members 
Mstep: Class 7 contains 196421 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41300 members 
Mstep: Class 10 contains 274997 members 
Mstep: Class 11 contains 59470 members 
Mstep: Class 12 contains 297957 members 
Mstep: Class 13 contains 10495 members 
Mstep: Class 14 contains 31429 members 
Mstep: Class 15 contains 6766 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39375 members 
Mstep: Class 18 contains 9540 members 
Mstep: Class 19 contains 23744 members 
Mstep: Class 20 contains 23353 members 
Mstep: Class 21 contains 4102 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 94006 members 
Mstep: Class 24 contains 80008 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574528.000000 Penalty: 87158.210938
Iteration 183Q: 26 clusters Score -1.545745e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 4378 members 
Mstep: Class 3 contains 14628 members 
Mstep: Class 4 contains 4078 members 
Mstep: Class 5 contains 8424 members 
Mstep: Class 6 contains 2136 members 
Mstep: Class 7 contains 196377 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41304 members 
Mstep: Class 10 contains 275166 members 
Mstep: Class 11 contains 59455 members 
Mstep: Class 12 contains 297878 members 
Mstep: Class 13 contains 10498 members 
Mstep: Class 14 contains 31421 members 
Mstep: Class 15 contains 6766 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39365 members 
Mstep: Class 18 contains 9537 members 
Mstep: Class 19 contains 23743 members 
Mstep: Class 20 contains 23353 members 
Mstep: Class 21 contains 4102 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93971 members 
Mstep: Class 24 contains 79999 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574464.000000 Penalty: 87158.210938
Iteration 184Q: 26 clusters Score -1.545745e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 14629 members 
Mstep: Class 4 contains 4076 members 
Mstep: Class 5 contains 8420 members 
Mstep: Class 6 contains 2134 members 
Mstep: Class 7 contains 196330 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41320 members 
Mstep: Class 10 contains 275304 members 
Mstep: Class 11 contains 59439 members 
Mstep: Class 12 contains 297836 members 
Mstep: Class 13 contains 10500 members 
Mstep: Class 14 contains 31412 members 
Mstep: Class 15 contains 6766 members 
Mstep: Class 16 contains 19324 members 
Mstep: Class 17 contains 39363 members 
Mstep: Class 18 contains 9534 members 
Mstep: Class 19 contains 23743 members 
Mstep: Class 20 contains 23353 members 
Mstep: Class 21 contains 4102 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93937 members 
Mstep: Class 24 contains 79989 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574688.000000 Penalty: 87158.210938
Iteration 185Q: 26 clusters Score -1.545747e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 4402 members 
Mstep: Class 3 contains 14628 members 
Mstep: Class 4 contains 4077 members 
Mstep: Class 5 contains 8421 members 
Mstep: Class 6 contains 2126 members 
Mstep: Class 7 contains 196291 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41326 members 
Mstep: Class 10 contains 275478 members 
Mstep: Class 11 contains 59428 members 
Mstep: Class 12 contains 297749 members 
Mstep: Class 13 contains 10497 members 
Mstep: Class 14 contains 31404 members 
Mstep: Class 15 contains 6767 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39360 members 
Mstep: Class 18 contains 9530 members 
Mstep: Class 19 contains 23738 members 
Mstep: Class 20 contains 23357 members 
Mstep: Class 21 contains 4102 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93911 members 
Mstep: Class 24 contains 79982 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574432.000000 Penalty: 87158.210938
Iteration 186Q: 26 clusters Score -1.545744e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 4418 members 
Mstep: Class 3 contains 14633 members 
Mstep: Class 4 contains 4074 members 
Mstep: Class 5 contains 8419 members 
Mstep: Class 6 contains 2109 members 
Mstep: Class 7 contains 196232 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41333 members 
Mstep: Class 10 contains 275790 members 
Mstep: Class 11 contains 59414 members 
Mstep: Class 12 contains 297576 members 
Mstep: Class 13 contains 10495 members 
Mstep: Class 14 contains 31391 members 
Mstep: Class 15 contains 6768 members 
Mstep: Class 16 contains 19321 members 
Mstep: Class 17 contains 39359 members 
Mstep: Class 18 contains 9527 members 
Mstep: Class 19 contains 23744 members 
Mstep: Class 20 contains 23357 members 
Mstep: Class 21 contains 4102 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93872 members 
Mstep: Class 24 contains 79962 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574720.000000 Penalty: 87158.210938
Iteration 187Q: 26 clusters Score -1.545747e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 4432 members 
Mstep: Class 3 contains 14634 members 
Mstep: Class 4 contains 4072 members 
Mstep: Class 5 contains 8414 members 
Mstep: Class 6 contains 2100 members 
Mstep: Class 7 contains 196220 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41329 members 
Mstep: Class 10 contains 276155 members 
Mstep: Class 11 contains 59398 members 
Mstep: Class 12 contains 297289 members 
Mstep: Class 13 contains 10494 members 
Mstep: Class 14 contains 31391 members 
Mstep: Class 15 contains 6770 members 
Mstep: Class 16 contains 19324 members 
Mstep: Class 17 contains 39355 members 
Mstep: Class 18 contains 9526 members 
Mstep: Class 19 contains 23748 members 
Mstep: Class 20 contains 23356 members 
Mstep: Class 21 contains 4102 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93834 members 
Mstep: Class 24 contains 79946 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574880.000000 Penalty: 87158.210938
Iteration 188Q: 26 clusters Score -1.545749e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 14643 members 
Mstep: Class 4 contains 4072 members 
Mstep: Class 5 contains 8411 members 
Mstep: Class 6 contains 2099 members 
Mstep: Class 7 contains 196226 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41339 members 
Mstep: Class 10 contains 276533 members 
Mstep: Class 11 contains 59389 members 
Mstep: Class 12 contains 296954 members 
Mstep: Class 13 contains 10490 members 
Mstep: Class 14 contains 31387 members 
Mstep: Class 15 contains 6768 members 
Mstep: Class 16 contains 19324 members 
Mstep: Class 17 contains 39353 members 
Mstep: Class 18 contains 9523 members 
Mstep: Class 19 contains 23748 members 
Mstep: Class 20 contains 23355 members 
Mstep: Class 21 contains 4103 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93805 members 
Mstep: Class 24 contains 79931 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154575168.000000 Penalty: 87158.210938
Iteration 189Q: 26 clusters Score -1.545752e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 4454 members 
Mstep: Class 3 contains 14644 members 
Mstep: Class 4 contains 4071 members 
Mstep: Class 5 contains 8410 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 196218 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41342 members 
Mstep: Class 10 contains 276845 members 
Mstep: Class 11 contains 59372 members 
Mstep: Class 12 contains 296704 members 
Mstep: Class 13 contains 10493 members 
Mstep: Class 14 contains 31382 members 
Mstep: Class 15 contains 6766 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39357 members 
Mstep: Class 18 contains 9526 members 
Mstep: Class 19 contains 23746 members 
Mstep: Class 20 contains 23348 members 
Mstep: Class 21 contains 4103 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93780 members 
Mstep: Class 24 contains 79917 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154575584.000000 Penalty: 87158.210938
Iteration 190Q: 26 clusters Score -1.545756e+08 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 4470 members 
Mstep: Class 3 contains 14643 members 
Mstep: Class 4 contains 4070 members 
Mstep: Class 5 contains 8409 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 196208 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41341 members 
Mstep: Class 10 contains 277191 members 
Mstep: Class 11 contains 59349 members 
Mstep: Class 12 contains 296449 members 
Mstep: Class 13 contains 10488 members 
Mstep: Class 14 contains 31387 members 
Mstep: Class 15 contains 6763 members 
Mstep: Class 16 contains 19316 members 
Mstep: Class 17 contains 39353 members 
Mstep: Class 18 contains 9528 members 
Mstep: Class 19 contains 23745 members 
Mstep: Class 20 contains 23343 members 
Mstep: Class 21 contains 4103 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93744 members 
Mstep: Class 24 contains 79913 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154575536.000000 Penalty: 87158.210938
Iteration 191Q: 26 clusters Score -1.545755e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 14640 members 
Mstep: Class 4 contains 4070 members 
Mstep: Class 5 contains 8407 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 196207 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41337 members 
Mstep: Class 10 contains 277542 members 
Mstep: Class 11 contains 59333 members 
Mstep: Class 12 contains 296216 members 
Mstep: Class 13 contains 10484 members 
Mstep: Class 14 contains 31385 members 
Mstep: Class 15 contains 6764 members 
Mstep: Class 16 contains 19315 members 
Mstep: Class 17 contains 39349 members 
Mstep: Class 18 contains 9529 members 
Mstep: Class 19 contains 23745 members 
Mstep: Class 20 contains 23341 members 
Mstep: Class 21 contains 4103 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93690 members 
Mstep: Class 24 contains 79886 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154575712.000000 Penalty: 87158.210938
Iteration 192Q: 26 clusters Score -1.545757e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 4518 members 
Mstep: Class 3 contains 14637 members 
Mstep: Class 4 contains 4068 members 
Mstep: Class 5 contains 8405 members 
Mstep: Class 6 contains 2045 members 
Mstep: Class 7 contains 196183 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41319 members 
Mstep: Class 10 contains 277853 members 
Mstep: Class 11 contains 59322 members 
Mstep: Class 12 contains 296024 members 
Mstep: Class 13 contains 10474 members 
Mstep: Class 14 contains 31382 members 
Mstep: Class 15 contains 6767 members 
Mstep: Class 16 contains 19316 members 
Mstep: Class 17 contains 39351 members 
Mstep: Class 18 contains 9528 members 
Mstep: Class 19 contains 23744 members 
Mstep: Class 20 contains 23340 members 
Mstep: Class 21 contains 4103 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93658 members 
Mstep: Class 24 contains 79872 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154575904.000000 Penalty: 87158.210938
Iteration 193Q: 26 clusters Score -1.545759e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 14640 members 
Mstep: Class 4 contains 4068 members 
Mstep: Class 5 contains 8404 members 
Mstep: Class 6 contains 2027 members 
Mstep: Class 7 contains 196185 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41300 members 
Mstep: Class 10 contains 278095 members 
Mstep: Class 11 contains 59316 members 
Mstep: Class 12 contains 295855 members 
Mstep: Class 13 contains 10465 members 
Mstep: Class 14 contains 31368 members 
Mstep: Class 15 contains 6772 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39350 members 
Mstep: Class 18 contains 9528 members 
Mstep: Class 19 contains 23747 members 
Mstep: Class 20 contains 23340 members 
Mstep: Class 21 contains 4103 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93610 members 
Mstep: Class 24 contains 79875 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576064.000000 Penalty: 87158.210938
Iteration 194Q: 26 clusters Score -1.545761e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 4561 members 
Mstep: Class 3 contains 14638 members 
Mstep: Class 4 contains 4066 members 
Mstep: Class 5 contains 8404 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 196189 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41306 members 
Mstep: Class 10 contains 278286 members 
Mstep: Class 11 contains 59307 members 
Mstep: Class 12 contains 295689 members 
Mstep: Class 13 contains 10466 members 
Mstep: Class 14 contains 31364 members 
Mstep: Class 15 contains 6778 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39355 members 
Mstep: Class 18 contains 9527 members 
Mstep: Class 19 contains 23743 members 
Mstep: Class 20 contains 23336 members 
Mstep: Class 21 contains 4103 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93578 members 
Mstep: Class 24 contains 79858 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576096.000000 Penalty: 87158.210938
Iteration 195Q: 26 clusters Score -1.545761e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 4581 members 
Mstep: Class 3 contains 14642 members 
Mstep: Class 4 contains 4061 members 
Mstep: Class 5 contains 8402 members 
Mstep: Class 6 contains 2015 members 
Mstep: Class 7 contains 196247 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41307 members 
Mstep: Class 10 contains 278383 members 
Mstep: Class 11 contains 59308 members 
Mstep: Class 12 contains 295568 members 
Mstep: Class 13 contains 10466 members 
Mstep: Class 14 contains 31370 members 
Mstep: Class 15 contains 6782 members 
Mstep: Class 16 contains 19323 members 
Mstep: Class 17 contains 39364 members 
Mstep: Class 18 contains 9522 members 
Mstep: Class 19 contains 23733 members 
Mstep: Class 20 contains 23332 members 
Mstep: Class 21 contains 4103 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93531 members 
Mstep: Class 24 contains 79839 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154575968.000000 Penalty: 87158.210938
Iteration 196Q: 26 clusters Score -1.54576e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 4607 members 
Mstep: Class 3 contains 14644 members 
Mstep: Class 4 contains 4060 members 
Mstep: Class 5 contains 8397 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 196289 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41308 members 
Mstep: Class 10 contains 278429 members 
Mstep: Class 11 contains 59322 members 
Mstep: Class 12 contains 295498 members 
Mstep: Class 13 contains 10454 members 
Mstep: Class 14 contains 31369 members 
Mstep: Class 15 contains 6789 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39361 members 
Mstep: Class 18 contains 9514 members 
Mstep: Class 19 contains 23737 members 
Mstep: Class 20 contains 23332 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93499 members 
Mstep: Class 24 contains 79822 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576320.000000 Penalty: 87158.210938
Iteration 197Q: 26 clusters Score -1.545763e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 14643 members 
Mstep: Class 4 contains 4055 members 
Mstep: Class 5 contains 8392 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 196323 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41309 members 
Mstep: Class 10 contains 278429 members 
Mstep: Class 11 contains 59326 members 
Mstep: Class 12 contains 295503 members 
Mstep: Class 13 contains 10450 members 
Mstep: Class 14 contains 31360 members 
Mstep: Class 15 contains 6794 members 
Mstep: Class 16 contains 19328 members 
Mstep: Class 17 contains 39360 members 
Mstep: Class 18 contains 9515 members 
Mstep: Class 19 contains 23732 members 
Mstep: Class 20 contains 23328 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93466 members 
Mstep: Class 24 contains 79813 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576256.000000 Penalty: 87158.210938
Iteration 198Q: 26 clusters Score -1.545763e+08 nChanged 1178
Entering ConstructFrom: 
Score: -154576256.000000 Penalty: 87158.210938
Entering ConstructFrom: 
Trying to split cluster 1 (25396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Entering Unmasked Estep 
Score: -3161908.750000 Penalty: 2515.302246
	Iteration 0F: 2 clusters Score -3161909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -3144325.000000 Penalty: 5030.604492
	Iteration 0F: 3 clusters Score -3144325 nChanged 11287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -3150429.750000 Penalty: 5030.604492
	Iteration 1F: 3 clusters Score -3150430 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -3150887.500000 Penalty: 5030.604492
	Iteration 2F: 3 clusters Score -3150888 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -3151297.500000 Penalty: 5030.604492
	Iteration 3Q: 3 clusters Score -3151298 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -3151699.750000 Penalty: 5030.604492
	Iteration 4Q: 3 clusters Score -3151700 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -3152139.000000 Penalty: 5030.604492
	Iteration 5Q: 3 clusters Score -3152139 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -3152677.500000 Penalty: 5030.604492
	Iteration 6Q: 3 clusters Score -3152678 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -3153356.750000 Penalty: 5030.604492
	Iteration 7Q: 3 clusters Score -3153357 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -3154287.250000 Penalty: 5030.604492
	Iteration 8F: 3 clusters Score -3154287 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -3155478.250000 Penalty: 5030.604492
	Iteration 9F: 3 clusters Score -3155478 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -3156607.750000 Penalty: 5030.604492
	Iteration 10F: 3 clusters Score -3156608 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -3157565.000000 Penalty: 5030.604492
	Iteration 11Q: 3 clusters Score -3157565 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -3158323.000000 Penalty: 5030.604492
	Iteration 12Q: 3 clusters Score -3158323 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -3158916.500000 Penalty: 5030.604492
	Iteration 13Q: 3 clusters Score -3158916 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -3159327.500000 Penalty: 5030.604492
	Iteration 14Q: 3 clusters Score -3159328 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -3159548.000000 Penalty: 5030.604492
	Iteration 15Q: 3 clusters Score -3159548 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -3159682.500000 Penalty: 5030.604492
	Iteration 16Q: 3 clusters Score -3159682 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -3159791.250000 Penalty: 5030.604492
	Iteration 17Q: 3 clusters Score -3159791 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -3159853.000000 Penalty: 5030.604492
	Iteration 18Q: 3 clusters Score -3159853 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -3159908.250000 Penalty: 5030.604492
	Iteration 19Q: 3 clusters Score -3159908 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -3159972.000000 Penalty: 5030.604492
	Iteration 20F: 3 clusters Score -3159972 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -3160004.250000 Penalty: 5030.604492
	Iteration 21Q: 3 clusters Score -3160004 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -3160038.750000 Penalty: 5030.604492
	Iteration 22Q: 3 clusters Score -3160039 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -3160057.750000 Penalty: 5030.604492
	Iteration 23Q: 3 clusters Score -3160058 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -3160078.000000 Penalty: 5030.604492
	Iteration 24Q: 3 clusters Score -3160078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -3160091.750000 Penalty: 5030.604492
	Iteration 25Q: 3 clusters Score -3160092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -3160098.500000 Penalty: 5030.604492
	Iteration 26Q: 3 clusters Score -3160098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -3160106.250000 Penalty: 5030.604492
	Iteration 27Q: 3 clusters Score -3160106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -3160116.750000 Penalty: 5030.604492
	Iteration 28Q: 3 clusters Score -3160117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -3160118.750000 Penalty: 5030.604492
	Iteration 29Q: 3 clusters Score -3160119 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -3160128.500000 Penalty: 5030.604492
	Iteration 30Q: 3 clusters Score -3160128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -3160123.750000 Penalty: 5030.604492
	Iteration 31Q: 3 clusters Score -3160124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -3160133.750000 Penalty: 5030.604492
	Iteration 32Q: 3 clusters Score -3160134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -3160133.250000 Penalty: 5030.604492
	Iteration 33Q: 3 clusters Score -3160133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -3160134.000000 Penalty: 5030.604492
	Iteration 34Q: 3 clusters Score -3160134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -3160137.250000 Penalty: 5030.604492
	Iteration 35Q: 3 clusters Score -3160137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -3160138.750000 Penalty: 5030.604492
	Iteration 36Q: 3 clusters Score -3160139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -3160137.500000 Penalty: 5030.604492
	Iteration 37Q: 3 clusters Score -3160138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -3160139.000000 Penalty: 5030.604492
	Iteration 38Q: 3 clusters Score -3160139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -3160137.000000 Penalty: 5030.604492
	Iteration 39Q: 3 clusters Score -3160137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3160136.000000 Penalty: 5030.604492
	Iteration 40F: 3 clusters Score -3160136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -3160140.500000 Penalty: 5030.604492
	Iteration 41Q: 3 clusters Score -3160140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3160137.750000 Penalty: 5030.604492
	Iteration 42Q: 3 clusters Score -3160138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -3160140.000000 Penalty: 5030.604492
	Iteration 43Q: 3 clusters Score -3160140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -3160139.250000 Penalty: 5030.604492
	Iteration 44Q: 3 clusters Score -3160139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -3160137.250000 Penalty: 5030.604492
	Iteration 45Q: 3 clusters Score -3160137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -3160138.500000 Penalty: 5030.604492
	Iteration 46Q: 3 clusters Score -3160138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -3160145.500000 Penalty: 5030.604492
	Iteration 47Q: 3 clusters Score -3160146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -3160141.250000 Penalty: 5030.604492
	Iteration 48Q: 3 clusters Score -3160141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -3160141.500000 Penalty: 5030.604492
	Iteration 49Q: 3 clusters Score -3160142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -3160149.750000 Penalty: 5030.604492
	Iteration 50Q: 3 clusters Score -3160150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -3160151.000000 Penalty: 5030.604492
	Iteration 51Q: 3 clusters Score -3160151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -3160151.000000 Penalty: 5030.604492
	Iteration 52Q: 3 clusters Score -3160151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -3160153.250000 Penalty: 5030.604492
	Iteration 53Q: 3 clusters Score -3160153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -3160149.750000 Penalty: 5030.604492
	Iteration 54Q: 3 clusters Score -3160150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -3160149.250000 Penalty: 5030.604492
	Iteration 55Q: 3 clusters Score -3160149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -3160148.750000 Penalty: 5030.604492
	Iteration 56Q: 3 clusters Score -3160149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -3160153.750000 Penalty: 5030.604492
	Iteration 57Q: 3 clusters Score -3160154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -3160153.250000 Penalty: 5030.604492
	Iteration 58Q: 3 clusters Score -3160153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -3160150.750000 Penalty: 5030.604492
	Iteration 59Q: 3 clusters Score -3160151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -3160154.000000 Penalty: 5030.604492
	Iteration 60F: 3 clusters Score -3160154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Entering Unmasked Estep 
Score: -461021.875000 Penalty: 2095.543213
	Iteration 0F: 2 clusters Score -461021.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -456824.437500 Penalty: 4191.086426
	Iteration 0F: 3 clusters Score -456824.4 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -458136.218750 Penalty: 4191.086426
	Iteration 1F: 3 clusters Score -458136.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -459067.218750 Penalty: 4191.086426
	Iteration 2F: 3 clusters Score -459067.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -460024.062500 Penalty: 4191.086426
	Iteration 3F: 3 clusters Score -460024.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -460554.843750 Penalty: 4191.086426
	Iteration 4F: 3 clusters Score -460554.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -460809.031250 Penalty: 4191.086426
	Iteration 5F: 3 clusters Score -460809 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -460931.625000 Penalty: 4191.086426
	Iteration 6Q: 3 clusters Score -460931.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -460987.968750 Penalty: 4191.086426
	Iteration 7Q: 3 clusters Score -460988 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -461015.625000 Penalty: 4191.086426
	Iteration 8Q: 3 clusters Score -461015.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -461029.218750 Penalty: 4191.086426
	Iteration 9Q: 3 clusters Score -461029.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -461036.625000 Penalty: 4191.086426
	Iteration 10Q: 3 clusters Score -461036.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -461041.156250 Penalty: 4191.086426
	Iteration 11Q: 3 clusters Score -461041.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -461043.156250 Penalty: 4191.086426
	Iteration 12Q: 3 clusters Score -461043.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -461047.437500 Penalty: 4191.086426
	Iteration 13Q: 3 clusters Score -461047.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -461049.781250 Penalty: 4191.086426
	Iteration 14Q: 3 clusters Score -461049.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -461051.062500 Penalty: 4191.086426
	Iteration 15Q: 3 clusters Score -461051.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -461052.093750 Penalty: 4191.086426
	Iteration 16Q: 3 clusters Score -461052.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -461051.687500 Penalty: 4191.086426
	Iteration 17Q: 3 clusters Score -461051.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -461052.000000 Penalty: 4191.086426
	Iteration 18Q: 3 clusters Score -461052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -461053.500000 Penalty: 4191.086426
	Iteration 19Q: 3 clusters Score -461053.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -461053.687500 Penalty: 4191.086426
	Iteration 20F: 3 clusters Score -461053.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -461054.875000 Penalty: 4191.086426
	Iteration 21Q: 3 clusters Score -461054.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -461056.468750 Penalty: 4191.086426
	Iteration 22Q: 3 clusters Score -461056.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -461056.875000 Penalty: 4191.086426
	Iteration 23Q: 3 clusters Score -461056.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -461057.250000 Penalty: 4191.086426
	Iteration 24Q: 3 clusters Score -461057.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -461057.687500 Penalty: 4191.086426
	Iteration 25Q: 3 clusters Score -461057.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -461058.656250 Penalty: 4191.086426
	Iteration 26Q: 3 clusters Score -461058.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -461057.906250 Penalty: 4191.086426
	Iteration 27Q: 3 clusters Score -461057.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -461058.250000 Penalty: 4191.086426
	Iteration 28Q: 3 clusters Score -461058.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -461058.531250 Penalty: 4191.086426
	Iteration 29Q: 3 clusters Score -461058.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -461058.531250 Penalty: 4191.086426
	Iteration 30F: 3 clusters Score -461058.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 2710 members 
Mstep: Class 3 contains 14644 members 
Mstep: Class 4 contains 4054 members 
Mstep: Class 5 contains 8389 members 
Mstep: Class 6 contains 1989 members 
Mstep: Class 7 contains 196357 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41304 members 
Mstep: Class 10 contains 278448 members 
Mstep: Class 11 contains 59318 members 
Mstep: Class 12 contains 295499 members 
Mstep: Class 13 contains 10441 members 
Mstep: Class 14 contains 31361 members 
Mstep: Class 15 contains 6798 members 
Mstep: Class 16 contains 19334 members 
Mstep: Class 17 contains 39358 members 
Mstep: Class 18 contains 9512 members 
Mstep: Class 19 contains 23721 members 
Mstep: Class 20 contains 23327 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93432 members 
Mstep: Class 24 contains 79803 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 1964 members 
Entering Unmasked Estep 
Score: -154575072.000000 Penalty: 90644.539062
Splitting cluster 2 changes total score from -154576256.000000 to -154575072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (14644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Entering Unmasked Estep 
Score: -1750689.375000 Penalty: 2378.762939
	Iteration 0F: 2 clusters Score -1750689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1740018.250000 Penalty: 4757.525879
	Iteration 0F: 3 clusters Score -1740018 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1743476.000000 Penalty: 4757.525879
	Iteration 1F: 3 clusters Score -1743476 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1743914.750000 Penalty: 4757.525879
	Iteration 2F: 3 clusters Score -1743915 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1744280.125000 Penalty: 4757.525879
	Iteration 3F: 3 clusters Score -1744280 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1744682.875000 Penalty: 4757.525879
	Iteration 4F: 3 clusters Score -1744683 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1745176.000000 Penalty: 4757.525879
	Iteration 5F: 3 clusters Score -1745176 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1745821.750000 Penalty: 4757.525879
	Iteration 6F: 3 clusters Score -1745822 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1746597.750000 Penalty: 4757.525879
	Iteration 7F: 3 clusters Score -1746598 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1747418.500000 Penalty: 4757.525879
	Iteration 8F: 3 clusters Score -1747418 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1748104.625000 Penalty: 4757.525879
	Iteration 9Q: 3 clusters Score -1748105 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1748605.250000 Penalty: 4757.525879
	Iteration 10Q: 3 clusters Score -1748605 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1748908.250000 Penalty: 4757.525879
	Iteration 11Q: 3 clusters Score -1748908 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1749109.625000 Penalty: 4757.525879
	Iteration 12Q: 3 clusters Score -1749110 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1749258.125000 Penalty: 4757.525879
	Iteration 13Q: 3 clusters Score -1749258 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1749360.125000 Penalty: 4757.525879
	Iteration 14Q: 3 clusters Score -1749360 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1749435.375000 Penalty: 4757.525879
	Iteration 15Q: 3 clusters Score -1749435 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1749485.750000 Penalty: 4757.525879
	Iteration 16Q: 3 clusters Score -1749486 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1749526.750000 Penalty: 4757.525879
	Iteration 17Q: 3 clusters Score -1749527 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1749560.500000 Penalty: 4757.525879
	Iteration 18Q: 3 clusters Score -1749560 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1749589.125000 Penalty: 4757.525879
	Iteration 19Q: 3 clusters Score -1749589 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1749615.375000 Penalty: 4757.525879
	Iteration 20F: 3 clusters Score -1749615 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1749632.750000 Penalty: 4757.525879
	Iteration 21Q: 3 clusters Score -1749633 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1749647.125000 Penalty: 4757.525879
	Iteration 22Q: 3 clusters Score -1749647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1749652.250000 Penalty: 4757.525879
	Iteration 23Q: 3 clusters Score -1749652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1749658.250000 Penalty: 4757.525879
	Iteration 24Q: 3 clusters Score -1749658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1749669.625000 Penalty: 4757.525879
	Iteration 25Q: 3 clusters Score -1749670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1749673.750000 Penalty: 4757.525879
	Iteration 26Q: 3 clusters Score -1749674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1749677.625000 Penalty: 4757.525879
	Iteration 27Q: 3 clusters Score -1749678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1749684.250000 Penalty: 4757.525879
	Iteration 28Q: 3 clusters Score -1749684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1749693.000000 Penalty: 4757.525879
	Iteration 29Q: 3 clusters Score -1749693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1749698.125000 Penalty: 4757.525879
	Iteration 30Q: 3 clusters Score -1749698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1749706.125000 Penalty: 4757.525879
	Iteration 31Q: 3 clusters Score -1749706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1749711.375000 Penalty: 4757.525879
	Iteration 32Q: 3 clusters Score -1749711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1749712.125000 Penalty: 4757.525879
	Iteration 33Q: 3 clusters Score -1749712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1749719.500000 Penalty: 4757.525879
	Iteration 34Q: 3 clusters Score -1749720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1749723.625000 Penalty: 4757.525879
	Iteration 35Q: 3 clusters Score -1749724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1749726.625000 Penalty: 4757.525879
	Iteration 36Q: 3 clusters Score -1749727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1749733.125000 Penalty: 4757.525879
	Iteration 37Q: 3 clusters Score -1749733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1749733.125000 Penalty: 4757.525879
	Iteration 38Q: 3 clusters Score -1749733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1749741.500000 Penalty: 4757.525879
	Iteration 39Q: 3 clusters Score -1749742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1749750.000000 Penalty: 4757.525879
	Iteration 40F: 3 clusters Score -1749750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1749754.500000 Penalty: 4757.525879
	Iteration 41Q: 3 clusters Score -1749754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1749756.500000 Penalty: 4757.525879
	Iteration 42Q: 3 clusters Score -1749756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1749758.750000 Penalty: 4757.525879
	Iteration 43Q: 3 clusters Score -1749759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1749761.875000 Penalty: 4757.525879
	Iteration 44Q: 3 clusters Score -1749762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1749760.375000 Penalty: 4757.525879
	Iteration 45Q: 3 clusters Score -1749760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1749764.875000 Penalty: 4757.525879
	Iteration 46Q: 3 clusters Score -1749765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1749767.000000 Penalty: 4757.525879
	Iteration 47Q: 3 clusters Score -1749767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1749767.000000 Penalty: 4757.525879
	Iteration 48Q: 3 clusters Score -1749767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1749767.500000 Penalty: 4757.525879
	Iteration 49Q: 3 clusters Score -1749768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1749769.250000 Penalty: 4757.525879
	Iteration 50Q: 3 clusters Score -1749769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1749769.250000 Penalty: 4757.525879
	Iteration 51F: 3 clusters Score -1749769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Entering Unmasked Estep 
Score: -470630.156250 Penalty: 2060.249756
	Iteration 0F: 2 clusters Score -470630.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -466737.093750 Penalty: 4120.499512
	Iteration 0F: 3 clusters Score -466737.1 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -467615.687500 Penalty: 4120.499512
	Iteration 1F: 3 clusters Score -467615.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -467804.687500 Penalty: 4120.499512
	Iteration 2F: 3 clusters Score -467804.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -467913.343750 Penalty: 4120.499512
	Iteration 3Q: 3 clusters Score -467913.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -467987.687500 Penalty: 4120.499512
	Iteration 4Q: 3 clusters Score -467987.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -468041.000000 Penalty: 4120.499512
	Iteration 5Q: 3 clusters Score -468041 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -468079.500000 Penalty: 4120.499512
	Iteration 6Q: 3 clusters Score -468079.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -468104.281250 Penalty: 4120.499512
	Iteration 7Q: 3 clusters Score -468104.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -468136.562500 Penalty: 4120.499512
	Iteration 8Q: 3 clusters Score -468136.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -468185.156250 Penalty: 4120.499512
	Iteration 9Q: 3 clusters Score -468185.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -468244.906250 Penalty: 4120.499512
	Iteration 10Q: 3 clusters Score -468244.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -468324.250000 Penalty: 4120.499512
	Iteration 11Q: 3 clusters Score -468324.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -468432.750000 Penalty: 4120.499512
	Iteration 12Q: 3 clusters Score -468432.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -468615.593750 Penalty: 4120.499512
	Iteration 13Q: 3 clusters Score -468615.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -468951.000000 Penalty: 4120.499512
	Iteration 14F: 3 clusters Score -468951 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -469356.250000 Penalty: 4120.499512
	Iteration 15F: 3 clusters Score -469356.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -469671.468750 Penalty: 4120.499512
	Iteration 16F: 3 clusters Score -469671.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -469890.062500 Penalty: 4120.499512
	Iteration 17F: 3 clusters Score -469890.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -470059.562500 Penalty: 4120.499512
	Iteration 18Q: 3 clusters Score -470059.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -470197.562500 Penalty: 4120.499512
	Iteration 19Q: 3 clusters Score -470197.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -470341.562500 Penalty: 4120.499512
	Iteration 20F: 3 clusters Score -470341.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -470432.625000 Penalty: 4120.499512
	Iteration 21Q: 3 clusters Score -470432.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -470473.250000 Penalty: 4120.499512
	Iteration 22Q: 3 clusters Score -470473.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -470493.031250 Penalty: 4120.499512
	Iteration 23Q: 3 clusters Score -470493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -470507.343750 Penalty: 4120.499512
	Iteration 24Q: 3 clusters Score -470507.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -470512.625000 Penalty: 4120.499512
	Iteration 25Q: 3 clusters Score -470512.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -470514.062500 Penalty: 4120.499512
	Iteration 26Q: 3 clusters Score -470514.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -470516.281250 Penalty: 4120.499512
	Iteration 27Q: 3 clusters Score -470516.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -470521.375000 Penalty: 4120.499512
	Iteration 28Q: 3 clusters Score -470521.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -470523.875000 Penalty: 4120.499512
	Iteration 29Q: 3 clusters Score -470523.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -470527.812500 Penalty: 4120.499512
	Iteration 30Q: 3 clusters Score -470527.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -470528.687500 Penalty: 4120.499512
	Iteration 31Q: 3 clusters Score -470528.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -470528.843750 Penalty: 4120.499512
	Iteration 32Q: 3 clusters Score -470528.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -470528.843750 Penalty: 4120.499512
	Iteration 33F: 3 clusters Score -470528.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Entering Unmasked Estep 
Score: -913911.562500 Penalty: 2240.599854
	Iteration 0F: 2 clusters Score -913911.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -907228.875000 Penalty: 4481.199707
	Iteration 0F: 3 clusters Score -907228.9 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -909158.562500 Penalty: 4481.199707
	Iteration 1F: 3 clusters Score -909158.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -909518.250000 Penalty: 4481.199707
	Iteration 2F: 3 clusters Score -909518.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -909805.000000 Penalty: 4481.199707
	Iteration 3F: 3 clusters Score -909805 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -910060.250000 Penalty: 4481.199707
	Iteration 4F: 3 clusters Score -910060.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -910249.750000 Penalty: 4481.199707
	Iteration 5Q: 3 clusters Score -910249.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -910422.125000 Penalty: 4481.199707
	Iteration 6Q: 3 clusters Score -910422.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -910601.187500 Penalty: 4481.199707
	Iteration 7Q: 3 clusters Score -910601.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -910783.875000 Penalty: 4481.199707
	Iteration 8Q: 3 clusters Score -910783.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -910953.812500 Penalty: 4481.199707
	Iteration 9Q: 3 clusters Score -910953.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -911104.125000 Penalty: 4481.199707
	Iteration 10Q: 3 clusters Score -911104.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -911268.750000 Penalty: 4481.199707
	Iteration 11Q: 3 clusters Score -911268.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -911436.062500 Penalty: 4481.199707
	Iteration 12Q: 3 clusters Score -911436.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -911565.812500 Penalty: 4481.199707
	Iteration 13Q: 3 clusters Score -911565.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -911653.062500 Penalty: 4481.199707
	Iteration 14Q: 3 clusters Score -911653.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -911721.812500 Penalty: 4481.199707
	Iteration 15Q: 3 clusters Score -911721.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -911776.875000 Penalty: 4481.199707
	Iteration 16Q: 3 clusters Score -911776.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -911836.937500 Penalty: 4481.199707
	Iteration 17Q: 3 clusters Score -911836.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -911911.375000 Penalty: 4481.199707
	Iteration 18Q: 3 clusters Score -911911.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -911966.375000 Penalty: 4481.199707
	Iteration 19Q: 3 clusters Score -911966.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -912008.812500 Penalty: 4481.199707
	Iteration 20F: 3 clusters Score -912008.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -912051.500000 Penalty: 4481.199707
	Iteration 21Q: 3 clusters Score -912051.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -912079.625000 Penalty: 4481.199707
	Iteration 22Q: 3 clusters Score -912079.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -912100.187500 Penalty: 4481.199707
	Iteration 23Q: 3 clusters Score -912100.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -912112.812500 Penalty: 4481.199707
	Iteration 24Q: 3 clusters Score -912112.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -912125.750000 Penalty: 4481.199707
	Iteration 25Q: 3 clusters Score -912125.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -912132.750000 Penalty: 4481.199707
	Iteration 26Q: 3 clusters Score -912132.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -912140.125000 Penalty: 4481.199707
	Iteration 27Q: 3 clusters Score -912140.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -912154.375000 Penalty: 4481.199707
	Iteration 28Q: 3 clusters Score -912154.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -912157.562500 Penalty: 4481.199707
	Iteration 29Q: 3 clusters Score -912157.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -912161.500000 Penalty: 4481.199707
	Iteration 30Q: 3 clusters Score -912161.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -912165.125000 Penalty: 4481.199707
	Iteration 31Q: 3 clusters Score -912165.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -912167.000000 Penalty: 4481.199707
	Iteration 32Q: 3 clusters Score -912167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -912172.500000 Penalty: 4481.199707
	Iteration 33Q: 3 clusters Score -912172.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -912177.125000 Penalty: 4481.199707
	Iteration 34Q: 3 clusters Score -912177.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -912179.250000 Penalty: 4481.199707
	Iteration 35Q: 3 clusters Score -912179.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -912182.062500 Penalty: 4481.199707
	Iteration 36Q: 3 clusters Score -912182.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -912186.687500 Penalty: 4481.199707
	Iteration 37Q: 3 clusters Score -912186.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -912189.187500 Penalty: 4481.199707
	Iteration 38Q: 3 clusters Score -912189.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -912189.625000 Penalty: 4481.199707
	Iteration 39Q: 3 clusters Score -912189.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -912192.437500 Penalty: 4481.199707
	Iteration 40F: 3 clusters Score -912192.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -912194.687500 Penalty: 4481.199707
	Iteration 41Q: 3 clusters Score -912194.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -912194.812500 Penalty: 4481.199707
	Iteration 42Q: 3 clusters Score -912194.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -912194.500000 Penalty: 4481.199707
	Iteration 43Q: 3 clusters Score -912194.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -912195.187500 Penalty: 4481.199707
	Iteration 44Q: 3 clusters Score -912195.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -912196.687500 Penalty: 4481.199707
	Iteration 45Q: 3 clusters Score -912196.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -912197.187500 Penalty: 4481.199707
	Iteration 46Q: 3 clusters Score -912197.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -912198.750000 Penalty: 4481.199707
	Iteration 47Q: 3 clusters Score -912198.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -912198.750000 Penalty: 4481.199707
	Iteration 48F: 3 clusters Score -912198.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Entering Unmasked Estep 
Score: -216019.500000 Penalty: 1883.656128
	Iteration 0F: 2 clusters Score -216019.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -213458.203125 Penalty: 3767.312256
	Iteration 0F: 3 clusters Score -213458.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -214030.000000 Penalty: 3767.312256
	Iteration 1F: 3 clusters Score -214030 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -214317.640625 Penalty: 3767.312256
	Iteration 2F: 3 clusters Score -214317.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -214715.015625 Penalty: 3767.312256
	Iteration 3F: 3 clusters Score -214715 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -215305.031250 Penalty: 3767.312256
	Iteration 4F: 3 clusters Score -215305 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -215674.750000 Penalty: 3767.312256
	Iteration 5F: 3 clusters Score -215674.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -215829.359375 Penalty: 3767.312256
	Iteration 6F: 3 clusters Score -215829.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -215888.250000 Penalty: 3767.312256
	Iteration 7Q: 3 clusters Score -215888.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -215921.140625 Penalty: 3767.312256
	Iteration 8Q: 3 clusters Score -215921.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -215952.031250 Penalty: 3767.312256
	Iteration 9Q: 3 clusters Score -215952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -215965.718750 Penalty: 3767.312256
	Iteration 10Q: 3 clusters Score -215965.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -215974.375000 Penalty: 3767.312256
	Iteration 11Q: 3 clusters Score -215974.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -215980.343750 Penalty: 3767.312256
	Iteration 12Q: 3 clusters Score -215980.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -215981.500000 Penalty: 3767.312256
	Iteration 13Q: 3 clusters Score -215981.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -215982.078125 Penalty: 3767.312256
	Iteration 14Q: 3 clusters Score -215982.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -215982.078125 Penalty: 3767.312256
	Iteration 15F: 3 clusters Score -215982.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (196357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196357 members 
Entering Unmasked Estep 
Score: -24541214.000000 Penalty: 3022.547119
	Iteration 0F: 2 clusters Score -2.454121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98166 members 
Mstep: Class 2 contains 98191 members 
Entering Unmasked Estep 
Score: -24415256.000000 Penalty: 6045.094238
	Iteration 0F: 3 clusters Score -2.441526e+07 nChanged 94514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97528 members 
Mstep: Class 2 contains 98829 members 
Entering Unmasked Estep 
Score: -24470856.000000 Penalty: 6045.094238
	Iteration 1F: 3 clusters Score -2.447086e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96865 members 
Mstep: Class 2 contains 99492 members 
Entering Unmasked Estep 
Score: -24472124.000000 Penalty: 6045.094238
	Iteration 2Q: 3 clusters Score -2.447212e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95692 members 
Mstep: Class 2 contains 100665 members 
Entering Unmasked Estep 
Score: -24474136.000000 Penalty: 6045.094238
	Iteration 3Q: 3 clusters Score -2.447414e+07 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93651 members 
Mstep: Class 2 contains 102706 members 
Entering Unmasked Estep 
Score: -24476854.000000 Penalty: 6045.094238
	Iteration 4Q: 3 clusters Score -2.447685e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90648 members 
Mstep: Class 2 contains 105709 members 
Entering Unmasked Estep 
Score: -24481152.000000 Penalty: 6045.094238
	Iteration 5Q: 3 clusters Score -2.448115e+07 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86394 members 
Mstep: Class 2 contains 109963 members 
Entering Unmasked Estep 
Score: -24487006.000000 Penalty: 6045.094238
	Iteration 6F: 3 clusters Score -2.448701e+07 nChanged 12867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81103 members 
Mstep: Class 2 contains 115254 members 
Entering Unmasked Estep 
Score: -24495622.000000 Penalty: 6045.094238
	Iteration 7F: 3 clusters Score -2.449562e+07 nChanged 13454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75487 members 
Mstep: Class 2 contains 120870 members 
Entering Unmasked Estep 
Score: -24505108.000000 Penalty: 6045.094238
	Iteration 8F: 3 clusters Score -2.450511e+07 nChanged 12572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70305 members 
Mstep: Class 2 contains 126052 members 
Entering Unmasked Estep 
Score: -24514148.000000 Penalty: 6045.094238
	Iteration 9F: 3 clusters Score -2.451415e+07 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66217 members 
Mstep: Class 2 contains 130140 members 
Entering Unmasked Estep 
Score: -24520048.000000 Penalty: 6045.094238
	Iteration 10F: 3 clusters Score -2.452005e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62811 members 
Mstep: Class 2 contains 133546 members 
Entering Unmasked Estep 
Score: -24523514.000000 Penalty: 6045.094238
	Iteration 11Q: 3 clusters Score -2.452351e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59740 members 
Mstep: Class 2 contains 136617 members 
Entering Unmasked Estep 
Score: -24525494.000000 Penalty: 6045.094238
	Iteration 12Q: 3 clusters Score -2.452549e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56702 members 
Mstep: Class 2 contains 139655 members 
Entering Unmasked Estep 
Score: -24526746.000000 Penalty: 6045.094238
	Iteration 13Q: 3 clusters Score -2.452675e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 142694 members 
Entering Unmasked Estep 
Score: -24527980.000000 Penalty: 6045.094238
	Iteration 14Q: 3 clusters Score -2.452798e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 145690 members 
Entering Unmasked Estep 
Score: -24528930.000000 Penalty: 6045.094238
	Iteration 15Q: 3 clusters Score -2.452893e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 148714 members 
Entering Unmasked Estep 
Score: -24529768.000000 Penalty: 6045.094238
	Iteration 16Q: 3 clusters Score -2.452977e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 151715 members 
Entering Unmasked Estep 
Score: -24530768.000000 Penalty: 6045.094238
	Iteration 17Q: 3 clusters Score -2.453077e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 154684 members 
Entering Unmasked Estep 
Score: -24531654.000000 Penalty: 6045.094238
	Iteration 18Q: 3 clusters Score -2.453165e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 157631 members 
Entering Unmasked Estep 
Score: -24532402.000000 Penalty: 6045.094238
	Iteration 19Q: 3 clusters Score -2.45324e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 160529 members 
Entering Unmasked Estep 
Score: -24533258.000000 Penalty: 6045.094238
	Iteration 20F: 3 clusters Score -2.453326e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 163502 members 
Entering Unmasked Estep 
Score: -24534356.000000 Penalty: 6045.094238
	Iteration 21Q: 3 clusters Score -2.453436e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 166406 members 
Entering Unmasked Estep 
Score: -24535114.000000 Penalty: 6045.094238
	Iteration 22Q: 3 clusters Score -2.453511e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 169229 members 
Entering Unmasked Estep 
Score: -24535582.000000 Penalty: 6045.094238
	Iteration 23Q: 3 clusters Score -2.453558e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 171992 members 
Entering Unmasked Estep 
Score: -24536354.000000 Penalty: 6045.094238
	Iteration 24Q: 3 clusters Score -2.453635e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 174638 members 
Entering Unmasked Estep 
Score: -24536834.000000 Penalty: 6045.094238
	Iteration 25Q: 3 clusters Score -2.453683e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 177054 members 
Entering Unmasked Estep 
Score: -24537288.000000 Penalty: 6045.094238
	Iteration 26Q: 3 clusters Score -2.453729e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 179252 members 
Entering Unmasked Estep 
Score: -24537682.000000 Penalty: 6045.094238
	Iteration 27Q: 3 clusters Score -2.453768e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 181244 members 
Entering Unmasked Estep 
Score: -24538198.000000 Penalty: 6045.094238
	Iteration 28Q: 3 clusters Score -2.45382e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 183046 members 
Entering Unmasked Estep 
Score: -24538540.000000 Penalty: 6045.094238
	Iteration 29Q: 3 clusters Score -2.453854e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 184663 members 
Entering Unmasked Estep 
Score: -24539062.000000 Penalty: 6045.094238
	Iteration 30Q: 3 clusters Score -2.453906e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 185981 members 
Entering Unmasked Estep 
Score: -24539366.000000 Penalty: 6045.094238
	Iteration 31Q: 3 clusters Score -2.453937e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 187116 members 
Entering Unmasked Estep 
Score: -24539502.000000 Penalty: 6045.094238
	Iteration 32Q: 3 clusters Score -2.45395e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 188087 members 
Entering Unmasked Estep 
Score: -24539734.000000 Penalty: 6045.094238
	Iteration 33Q: 3 clusters Score -2.453973e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 188916 members 
Entering Unmasked Estep 
Score: -24540038.000000 Penalty: 6045.094238
	Iteration 34Q: 3 clusters Score -2.454004e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 189606 members 
Entering Unmasked Estep 
Score: -24540280.000000 Penalty: 6045.094238
	Iteration 35Q: 3 clusters Score -2.454028e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 190193 members 
Entering Unmasked Estep 
Score: -24540470.000000 Penalty: 6045.094238
	Iteration 36Q: 3 clusters Score -2.454047e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 190696 members 
Entering Unmasked Estep 
Score: -24540520.000000 Penalty: 6045.094238
	Iteration 37Q: 3 clusters Score -2.454052e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 191106 members 
Entering Unmasked Estep 
Score: -24540624.000000 Penalty: 6045.094238
	Iteration 38Q: 3 clusters Score -2.454062e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 191446 members 
Entering Unmasked Estep 
Score: -24540738.000000 Penalty: 6045.094238
	Iteration 39Q: 3 clusters Score -2.454074e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 191695 members 
Entering Unmasked Estep 
Score: -24540872.000000 Penalty: 6045.094238
	Iteration 40F: 3 clusters Score -2.454087e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 191904 members 
Entering Unmasked Estep 
Score: -24540952.000000 Penalty: 6045.094238
	Iteration 41Q: 3 clusters Score -2.454095e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 192074 members 
Entering Unmasked Estep 
Score: -24541018.000000 Penalty: 6045.094238
	Iteration 42Q: 3 clusters Score -2.454102e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 192207 members 
Entering Unmasked Estep 
Score: -24541096.000000 Penalty: 6045.094238
	Iteration 43Q: 3 clusters Score -2.45411e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 192323 members 
Entering Unmasked Estep 
Score: -24541094.000000 Penalty: 6045.094238
	Iteration 44Q: 3 clusters Score -2.454109e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 192401 members 
Entering Unmasked Estep 
Score: -24541152.000000 Penalty: 6045.094238
	Iteration 45Q: 3 clusters Score -2.454115e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 192453 members 
Entering Unmasked Estep 
Score: -24541180.000000 Penalty: 6045.094238
	Iteration 46Q: 3 clusters Score -2.454118e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 192483 members 
Entering Unmasked Estep 
Score: -24541212.000000 Penalty: 6045.094238
	Iteration 47Q: 3 clusters Score -2.454121e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 192512 members 
Entering Unmasked Estep 
Score: -24541218.000000 Penalty: 6045.094238
	Iteration 48Q: 3 clusters Score -2.454122e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 192535 members 
Entering Unmasked Estep 
Score: -24541200.000000 Penalty: 6045.094238
	Iteration 49Q: 3 clusters Score -2.45412e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 192551 members 
Entering Unmasked Estep 
Score: -24541222.000000 Penalty: 6045.094238
	Iteration 50Q: 3 clusters Score -2.454122e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 192571 members 
Entering Unmasked Estep 
Score: -24541220.000000 Penalty: 6045.094238
	Iteration 51Q: 3 clusters Score -2.454122e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 192582 members 
Entering Unmasked Estep 
Score: -24541264.000000 Penalty: 6045.094238
	Iteration 52Q: 3 clusters Score -2.454126e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 192584 members 
Entering Unmasked Estep 
Score: -24541250.000000 Penalty: 6045.094238
	Iteration 53Q: 3 clusters Score -2.454125e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 192593 members 
Entering Unmasked Estep 
Score: -24541272.000000 Penalty: 6045.094238
	Iteration 54Q: 3 clusters Score -2.454127e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 192599 members 
Entering Unmasked Estep 
Score: -24541256.000000 Penalty: 6045.094238
	Iteration 55Q: 3 clusters Score -2.454126e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 192610 members 
Entering Unmasked Estep 
Score: -24541248.000000 Penalty: 6045.094238
	Iteration 56Q: 3 clusters Score -2.454125e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 192622 members 
Entering Unmasked Estep 
Score: -24541242.000000 Penalty: 6045.094238
	Iteration 57Q: 3 clusters Score -2.454124e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 192633 members 
Entering Unmasked Estep 
Score: -24541218.000000 Penalty: 6045.094238
	Iteration 58Q: 3 clusters Score -2.454122e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 192634 members 
Entering Unmasked Estep 
Score: -24541218.000000 Penalty: 6045.094238
	Iteration 59Q: 3 clusters Score -2.454122e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 192640 members 
Entering Unmasked Estep 
Score: -24541240.000000 Penalty: 6045.094238
	Iteration 60F: 3 clusters Score -2.454124e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 192650 members 
Entering Unmasked Estep 
Score: -24541252.000000 Penalty: 6045.094238
	Iteration 61Q: 3 clusters Score -2.454125e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 192656 members 
Entering Unmasked Estep 
Score: -24541270.000000 Penalty: 6045.094238
	Iteration 62Q: 3 clusters Score -2.454127e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 192668 members 
Entering Unmasked Estep 
Score: -24541248.000000 Penalty: 6045.094238
	Iteration 63Q: 3 clusters Score -2.454125e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 192687 members 
Entering Unmasked Estep 
Score: -24541210.000000 Penalty: 6045.094238
	Iteration 64Q: 3 clusters Score -2.454121e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 192705 members 
Entering Unmasked Estep 
Score: -24541186.000000 Penalty: 6045.094238
	Iteration 65Q: 3 clusters Score -2.454119e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 192722 members 
Entering Unmasked Estep 
Score: -24541196.000000 Penalty: 6045.094238
	Iteration 66Q: 3 clusters Score -2.45412e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 192726 members 
Entering Unmasked Estep 
Score: -24541178.000000 Penalty: 6045.094238
	Iteration 67Q: 3 clusters Score -2.454118e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 192716 members 
Entering Unmasked Estep 
Score: -24541172.000000 Penalty: 6045.094238
	Iteration 68Q: 3 clusters Score -2.454117e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 192727 members 
Entering Unmasked Estep 
Score: -24541142.000000 Penalty: 6045.094238
	Iteration 69Q: 3 clusters Score -2.454114e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 192728 members 
Entering Unmasked Estep 
Score: -24541152.000000 Penalty: 6045.094238
	Iteration 70Q: 3 clusters Score -2.454115e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 192727 members 
Entering Unmasked Estep 
Score: -24541162.000000 Penalty: 6045.094238
	Iteration 71Q: 3 clusters Score -2.454116e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 192731 members 
Entering Unmasked Estep 
Score: -24541180.000000 Penalty: 6045.094238
	Iteration 72Q: 3 clusters Score -2.454118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 192735 members 
Entering Unmasked Estep 
Score: -24541192.000000 Penalty: 6045.094238
	Iteration 73Q: 3 clusters Score -2.454119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 192740 members 
Entering Unmasked Estep 
Score: -24541180.000000 Penalty: 6045.094238
	Iteration 74Q: 3 clusters Score -2.454118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 192746 members 
Entering Unmasked Estep 
Score: -24541194.000000 Penalty: 6045.094238
	Iteration 75Q: 3 clusters Score -2.454119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 192753 members 
Entering Unmasked Estep 
Score: -24541138.000000 Penalty: 6045.094238
	Iteration 76Q: 3 clusters Score -2.454114e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 192757 members 
Entering Unmasked Estep 
Score: -24541172.000000 Penalty: 6045.094238
	Iteration 77Q: 3 clusters Score -2.454117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 192762 members 
Entering Unmasked Estep 
Score: -24541184.000000 Penalty: 6045.094238
	Iteration 78Q: 3 clusters Score -2.454118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 192762 members 
Entering Unmasked Estep 
Score: -24541176.000000 Penalty: 6045.094238
	Iteration 79Q: 3 clusters Score -2.454118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 192772 members 
Entering Unmasked Estep 
Score: -24541192.000000 Penalty: 6045.094238
	Iteration 80F: 3 clusters Score -2.454119e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 192782 members 
Entering Unmasked Estep 
Score: -24541208.000000 Penalty: 6045.094238
	Iteration 81Q: 3 clusters Score -2.454121e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 192794 members 
Entering Unmasked Estep 
Score: -24541218.000000 Penalty: 6045.094238
	Iteration 82Q: 3 clusters Score -2.454122e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 192801 members 
Entering Unmasked Estep 
Score: -24541224.000000 Penalty: 6045.094238
	Iteration 83Q: 3 clusters Score -2.454122e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 192815 members 
Entering Unmasked Estep 
Score: -24541230.000000 Penalty: 6045.094238
	Iteration 84Q: 3 clusters Score -2.454123e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 192831 members 
Entering Unmasked Estep 
Score: -24541250.000000 Penalty: 6045.094238
	Iteration 85Q: 3 clusters Score -2.454125e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 192848 members 
Entering Unmasked Estep 
Score: -24541258.000000 Penalty: 6045.094238
	Iteration 86Q: 3 clusters Score -2.454126e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 192858 members 
Entering Unmasked Estep 
Score: -24541252.000000 Penalty: 6045.094238
	Iteration 87Q: 3 clusters Score -2.454125e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 192867 members 
Entering Unmasked Estep 
Score: -24541258.000000 Penalty: 6045.094238
	Iteration 88Q: 3 clusters Score -2.454126e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 192871 members 
Entering Unmasked Estep 
Score: -24541270.000000 Penalty: 6045.094238
	Iteration 89Q: 3 clusters Score -2.454127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 192882 members 
Entering Unmasked Estep 
Score: -24541252.000000 Penalty: 6045.094238
	Iteration 90Q: 3 clusters Score -2.454125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 192891 members 
Entering Unmasked Estep 
Score: -24541250.000000 Penalty: 6045.094238
	Iteration 91Q: 3 clusters Score -2.454125e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 192903 members 
Entering Unmasked Estep 
Score: -24541238.000000 Penalty: 6045.094238
	Iteration 92Q: 3 clusters Score -2.454124e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 192920 members 
Entering Unmasked Estep 
Score: -24541236.000000 Penalty: 6045.094238
	Iteration 93Q: 3 clusters Score -2.454124e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 192938 members 
Entering Unmasked Estep 
Score: -24541244.000000 Penalty: 6045.094238
	Iteration 94Q: 3 clusters Score -2.454124e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 192947 members 
Entering Unmasked Estep 
Score: -24541270.000000 Penalty: 6045.094238
	Iteration 95Q: 3 clusters Score -2.454127e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 192947 members 
Entering Unmasked Estep 
Score: -24541290.000000 Penalty: 6045.094238
	Iteration 96Q: 3 clusters Score -2.454129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 192953 members 
Entering Unmasked Estep 
Score: -24541290.000000 Penalty: 6045.094238
	Iteration 97Q: 3 clusters Score -2.454129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 192962 members 
Entering Unmasked Estep 
Score: -24541286.000000 Penalty: 6045.094238
	Iteration 98Q: 3 clusters Score -2.454129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 192965 members 
Entering Unmasked Estep 
Score: -24541268.000000 Penalty: 6045.094238
	Iteration 99Q: 3 clusters Score -2.454127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 192970 members 
Entering Unmasked Estep 
Score: -24541290.000000 Penalty: 6045.094238
	Iteration 100F: 3 clusters Score -2.454129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 192971 members 
Entering Unmasked Estep 
Score: -24541290.000000 Penalty: 6045.094238
	Iteration 101Q: 3 clusters Score -2.454129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 192973 members 
Entering Unmasked Estep 
Score: -24541296.000000 Penalty: 6045.094238
	Iteration 102Q: 3 clusters Score -2.45413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 192971 members 
Entering Unmasked Estep 
Score: -24541288.000000 Penalty: 6045.094238
	Iteration 103Q: 3 clusters Score -2.454129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 192970 members 
Entering Unmasked Estep 
Score: -24541294.000000 Penalty: 6045.094238
	Iteration 104Q: 3 clusters Score -2.454129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 192969 members 
Entering Unmasked Estep 
Score: -24541300.000000 Penalty: 6045.094238
	Iteration 105Q: 3 clusters Score -2.45413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 192967 members 
Entering Unmasked Estep 
Score: -24541300.000000 Penalty: 6045.094238
	Iteration 106Q: 3 clusters Score -2.45413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 192971 members 
Entering Unmasked Estep 
Score: -24541282.000000 Penalty: 6045.094238
	Iteration 107Q: 3 clusters Score -2.454128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 192973 members 
Entering Unmasked Estep 
Score: -24541288.000000 Penalty: 6045.094238
	Iteration 108Q: 3 clusters Score -2.454129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 192973 members 
Entering Unmasked Estep 
Score: -24541300.000000 Penalty: 6045.094238
	Iteration 109Q: 3 clusters Score -2.45413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 192973 members 
Entering Unmasked Estep 
Score: -24541286.000000 Penalty: 6045.094238
	Iteration 110Q: 3 clusters Score -2.454129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 192972 members 
Entering Unmasked Estep 
Score: -24541278.000000 Penalty: 6045.094238
	Iteration 111Q: 3 clusters Score -2.454128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 192973 members 
Entering Unmasked Estep 
Score: -24541314.000000 Penalty: 6045.094238
	Iteration 112Q: 3 clusters Score -2.454131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 192974 members 
Entering Unmasked Estep 
Score: -24541300.000000 Penalty: 6045.094238
	Iteration 113Q: 3 clusters Score -2.45413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 192977 members 
Entering Unmasked Estep 
Score: -24541284.000000 Penalty: 6045.094238
	Iteration 114Q: 3 clusters Score -2.454128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 192982 members 
Entering Unmasked Estep 
Score: -24541274.000000 Penalty: 6045.094238
	Iteration 115Q: 3 clusters Score -2.454127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 192985 members 
Entering Unmasked Estep 
Score: -24541274.000000 Penalty: 6045.094238
	Iteration 116Q: 3 clusters Score -2.454127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 192987 members 
Entering Unmasked Estep 
Score: -24541284.000000 Penalty: 6045.094238
	Iteration 117Q: 3 clusters Score -2.454128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 192990 members 
Entering Unmasked Estep 
Score: -24541282.000000 Penalty: 6045.094238
	Iteration 118Q: 3 clusters Score -2.454128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 192990 members 
Entering Unmasked Estep 
Score: -24541290.000000 Penalty: 6045.094238
	Iteration 119Q: 3 clusters Score -2.454129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 192993 members 
Entering Unmasked Estep 
Score: -24541306.000000 Penalty: 6045.094238
	Iteration 120F: 3 clusters Score -2.454131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 192993 members 
Entering Unmasked Estep 
Score: -24541302.000000 Penalty: 6045.094238
	Iteration 121Q: 3 clusters Score -2.45413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 192993 members 
Entering Unmasked Estep 
Score: -24541282.000000 Penalty: 6045.094238
	Iteration 122Q: 3 clusters Score -2.454128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 192997 members 
Entering Unmasked Estep 
Score: -24541300.000000 Penalty: 6045.094238
	Iteration 123Q: 3 clusters Score -2.45413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 192996 members 
Entering Unmasked Estep 
Score: -24541302.000000 Penalty: 6045.094238
	Iteration 124Q: 3 clusters Score -2.45413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 192994 members 
Entering Unmasked Estep 
Score: -24541300.000000 Penalty: 6045.094238
	Iteration 125Q: 3 clusters Score -2.45413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 192996 members 
Entering Unmasked Estep 
Score: -24541300.000000 Penalty: 6045.094238
	Iteration 126Q: 3 clusters Score -2.45413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 192995 members 
Entering Unmasked Estep 
Score: -24541300.000000 Penalty: 6045.094238
	Iteration 127Q: 3 clusters Score -2.45413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 192992 members 
Entering Unmasked Estep 
Score: -24541298.000000 Penalty: 6045.094238
	Iteration 128Q: 3 clusters Score -2.45413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 192993 members 
Entering Unmasked Estep 
Score: -24541294.000000 Penalty: 6045.094238
	Iteration 129Q: 3 clusters Score -2.454129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 192994 members 
Entering Unmasked Estep 
Score: -24541296.000000 Penalty: 6045.094238
	Iteration 130Q: 3 clusters Score -2.45413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 192994 members 
Entering Unmasked Estep 
Score: -24541296.000000 Penalty: 6045.094238
	Iteration 131F: 3 clusters Score -2.45413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 4674 members 
Mstep: Class 3 contains 14644 members 
Mstep: Class 4 contains 4054 members 
Mstep: Class 5 contains 8389 members 
Mstep: Class 6 contains 1989 members 
Mstep: Class 7 contains 3363 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41304 members 
Mstep: Class 10 contains 278448 members 
Mstep: Class 11 contains 59318 members 
Mstep: Class 12 contains 295499 members 
Mstep: Class 13 contains 10441 members 
Mstep: Class 14 contains 31361 members 
Mstep: Class 15 contains 6798 members 
Mstep: Class 16 contains 19334 members 
Mstep: Class 17 contains 39358 members 
Mstep: Class 18 contains 9512 members 
Mstep: Class 19 contains 23721 members 
Mstep: Class 20 contains 23327 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93432 members 
Mstep: Class 24 contains 79803 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 192994 members 
Entering Unmasked Estep 
Score: -154575328.000000 Penalty: 90644.539062
Splitting cluster 7 changes total score from -154576256.000000 to -154575328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Entering Unmasked Estep 
Score: -138715.046875 Penalty: 1762.844482
	Iteration 0F: 2 clusters Score -138715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -136619.156250 Penalty: 3525.688965
	Iteration 0F: 3 clusters Score -136619.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -136978.203125 Penalty: 3525.688965
	Iteration 1F: 3 clusters Score -136978.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -137105.234375 Penalty: 3525.688965
	Iteration 2F: 3 clusters Score -137105.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -137191.906250 Penalty: 3525.688965
	Iteration 3Q: 3 clusters Score -137191.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -137273.406250 Penalty: 3525.688965
	Iteration 4Q: 3 clusters Score -137273.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -137347.625000 Penalty: 3525.688965
	Iteration 5Q: 3 clusters Score -137347.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -137435.484375 Penalty: 3525.688965
	Iteration 6Q: 3 clusters Score -137435.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -137489.265625 Penalty: 3525.688965
	Iteration 7Q: 3 clusters Score -137489.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -137535.921875 Penalty: 3525.688965
	Iteration 8Q: 3 clusters Score -137535.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -137576.281250 Penalty: 3525.688965
	Iteration 9Q: 3 clusters Score -137576.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -137619.187500 Penalty: 3525.688965
	Iteration 10Q: 3 clusters Score -137619.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -137670.234375 Penalty: 3525.688965
	Iteration 11Q: 3 clusters Score -137670.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -137708.875000 Penalty: 3525.688965
	Iteration 12Q: 3 clusters Score -137708.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -137747.578125 Penalty: 3525.688965
	Iteration 13Q: 3 clusters Score -137747.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -137783.734375 Penalty: 3525.688965
	Iteration 14Q: 3 clusters Score -137783.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -137815.984375 Penalty: 3525.688965
	Iteration 15Q: 3 clusters Score -137816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -137840.234375 Penalty: 3525.688965
	Iteration 16Q: 3 clusters Score -137840.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -137898.765625 Penalty: 3525.688965
	Iteration 17Q: 3 clusters Score -137898.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -137955.984375 Penalty: 3525.688965
	Iteration 18Q: 3 clusters Score -137956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -137970.984375 Penalty: 3525.688965
	Iteration 19Q: 3 clusters Score -137971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -137998.046875 Penalty: 3525.688965
	Iteration 20F: 3 clusters Score -137998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -138014.187500 Penalty: 3525.688965
	Iteration 21Q: 3 clusters Score -138014.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -138024.437500 Penalty: 3525.688965
	Iteration 22Q: 3 clusters Score -138024.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -138034.234375 Penalty: 3525.688965
	Iteration 23Q: 3 clusters Score -138034.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -138039.234375 Penalty: 3525.688965
	Iteration 24Q: 3 clusters Score -138039.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -138046.546875 Penalty: 3525.688965
	Iteration 25Q: 3 clusters Score -138046.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -138054.140625 Penalty: 3525.688965
	Iteration 26Q: 3 clusters Score -138054.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -138058.843750 Penalty: 3525.688965
	Iteration 27Q: 3 clusters Score -138058.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -138062.109375 Penalty: 3525.688965
	Iteration 28Q: 3 clusters Score -138062.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -138064.109375 Penalty: 3525.688965
	Iteration 29Q: 3 clusters Score -138064.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -138064.109375 Penalty: 3525.688965
	Iteration 30F: 3 clusters Score -138064.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Entering Unmasked Estep 
Score: -5152691.000000 Penalty: 2635.921143
	Iteration 0F: 2 clusters Score -5152691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -5124561.000000 Penalty: 5271.842285
	Iteration 0F: 3 clusters Score -5124561 nChanged 19053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -5135297.000000 Penalty: 5271.842285
	Iteration 1F: 3 clusters Score -5135297 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -5135967.500000 Penalty: 5271.842285
	Iteration 2Q: 3 clusters Score -5135968 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -5136692.000000 Penalty: 5271.842285
	Iteration 3Q: 3 clusters Score -5136692 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -5137588.000000 Penalty: 5271.842285
	Iteration 4Q: 3 clusters Score -5137588 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -5138835.500000 Penalty: 5271.842285
	Iteration 5F: 3 clusters Score -5138836 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -5140457.500000 Penalty: 5271.842285
	Iteration 6F: 3 clusters Score -5140458 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -5142180.000000 Penalty: 5271.842285
	Iteration 7F: 3 clusters Score -5142180 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -5143721.000000 Penalty: 5271.842285
	Iteration 8F: 3 clusters Score -5143721 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -5144933.000000 Penalty: 5271.842285
	Iteration 9F: 3 clusters Score -5144933 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -5145697.000000 Penalty: 5271.842285
	Iteration 10Q: 3 clusters Score -5145697 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -5146187.500000 Penalty: 5271.842285
	Iteration 11Q: 3 clusters Score -5146188 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -5146651.000000 Penalty: 5271.842285
	Iteration 12Q: 3 clusters Score -5146651 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -5147014.500000 Penalty: 5271.842285
	Iteration 13Q: 3 clusters Score -5147014 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -5147486.500000 Penalty: 5271.842285
	Iteration 14Q: 3 clusters Score -5147486 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -5148051.500000 Penalty: 5271.842285
	Iteration 15Q: 3 clusters Score -5148052 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -5148643.500000 Penalty: 5271.842285
	Iteration 16Q: 3 clusters Score -5148644 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -5149328.500000 Penalty: 5271.842285
	Iteration 17Q: 3 clusters Score -5149328 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -5149949.000000 Penalty: 5271.842285
	Iteration 18Q: 3 clusters Score -5149949 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -5150394.500000 Penalty: 5271.842285
	Iteration 19Q: 3 clusters Score -5150394 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -5150721.000000 Penalty: 5271.842285
	Iteration 20F: 3 clusters Score -5150721 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -5150909.000000 Penalty: 5271.842285
	Iteration 21Q: 3 clusters Score -5150909 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -5151033.500000 Penalty: 5271.842285
	Iteration 22Q: 3 clusters Score -5151034 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -5151101.000000 Penalty: 5271.842285
	Iteration 23Q: 3 clusters Score -5151101 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -5151122.500000 Penalty: 5271.842285
	Iteration 24Q: 3 clusters Score -5151122 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -5151155.000000 Penalty: 5271.842285
	Iteration 25Q: 3 clusters Score -5151155 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -5151164.500000 Penalty: 5271.842285
	Iteration 26Q: 3 clusters Score -5151164 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -5151167.000000 Penalty: 5271.842285
	Iteration 27Q: 3 clusters Score -5151167 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -5151174.000000 Penalty: 5271.842285
	Iteration 28Q: 3 clusters Score -5151174 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -5151176.500000 Penalty: 5271.842285
	Iteration 29Q: 3 clusters Score -5151176 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -5151178.500000 Penalty: 5271.842285
	Iteration 30Q: 3 clusters Score -5151178 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -5151174.500000 Penalty: 5271.842285
	Iteration 31Q: 3 clusters Score -5151174 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -5151178.500000 Penalty: 5271.842285
	Iteration 32Q: 3 clusters Score -5151178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -5151180.000000 Penalty: 5271.842285
	Iteration 33Q: 3 clusters Score -5151180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -5151188.500000 Penalty: 5271.842285
	Iteration 34Q: 3 clusters Score -5151188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -5151195.000000 Penalty: 5271.842285
	Iteration 35Q: 3 clusters Score -5151195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -5151196.500000 Penalty: 5271.842285
	Iteration 36Q: 3 clusters Score -5151196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -5151196.500000 Penalty: 5271.842285
	Iteration 37Q: 3 clusters Score -5151196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -5151189.000000 Penalty: 5271.842285
	Iteration 38Q: 3 clusters Score -5151189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -5151196.000000 Penalty: 5271.842285
	Iteration 39Q: 3 clusters Score -5151196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -5151197.000000 Penalty: 5271.842285
	Iteration 40F: 3 clusters Score -5151197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -5151196.500000 Penalty: 5271.842285
	Iteration 41Q: 3 clusters Score -5151196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -5151192.000000 Penalty: 5271.842285
	Iteration 42Q: 3 clusters Score -5151192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -5151190.500000 Penalty: 5271.842285
	Iteration 43Q: 3 clusters Score -5151190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -5151189.000000 Penalty: 5271.842285
	Iteration 44Q: 3 clusters Score -5151189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -5151192.000000 Penalty: 5271.842285
	Iteration 45Q: 3 clusters Score -5151192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -5151194.500000 Penalty: 5271.842285
	Iteration 46Q: 3 clusters Score -5151194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -5151194.000000 Penalty: 5271.842285
	Iteration 47Q: 3 clusters Score -5151194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -5151197.500000 Penalty: 5271.842285
	Iteration 48Q: 3 clusters Score -5151198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -5151198.000000 Penalty: 5271.842285
	Iteration 49Q: 3 clusters Score -5151198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -5151201.500000 Penalty: 5271.842285
	Iteration 50Q: 3 clusters Score -5151202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -5151201.500000 Penalty: 5271.842285
	Iteration 51F: 3 clusters Score -5151202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (278448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278448 members 
Entering Unmasked Estep 
Score: -34530880.000000 Penalty: 3109.172607
	Iteration 0F: 2 clusters Score -3.453088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139185 members 
Mstep: Class 2 contains 139263 members 
Entering Unmasked Estep 
Score: -34358992.000000 Penalty: 6218.345215
	Iteration 0F: 3 clusters Score -3.435899e+07 nChanged 134607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135860 members 
Mstep: Class 2 contains 142588 members 
Entering Unmasked Estep 
Score: -34438476.000000 Penalty: 6218.345215
	Iteration 1F: 3 clusters Score -3.443848e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133734 members 
Mstep: Class 2 contains 144714 members 
Entering Unmasked Estep 
Score: -34440600.000000 Penalty: 6218.345215
	Iteration 2Q: 3 clusters Score -3.44406e+07 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130267 members 
Mstep: Class 2 contains 148181 members 
Entering Unmasked Estep 
Score: -34443584.000000 Penalty: 6218.345215
	Iteration 3Q: 3 clusters Score -3.444358e+07 nChanged 12402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124629 members 
Mstep: Class 2 contains 153819 members 
Entering Unmasked Estep 
Score: -34449308.000000 Penalty: 6218.345215
	Iteration 4Q: 3 clusters Score -3.444931e+07 nChanged 16237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115728 members 
Mstep: Class 2 contains 162720 members 
Entering Unmasked Estep 
Score: -34458160.000000 Penalty: 6218.345215
	Iteration 5F: 3 clusters Score -3.445816e+07 nChanged 19759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102799 members 
Mstep: Class 2 contains 175649 members 
Entering Unmasked Estep 
Score: -34470748.000000 Penalty: 6218.345215
	Iteration 6F: 3 clusters Score -3.447075e+07 nChanged 21338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86129 members 
Mstep: Class 2 contains 192319 members 
Entering Unmasked Estep 
Score: -34485672.000000 Penalty: 6218.345215
	Iteration 7F: 3 clusters Score -3.448567e+07 nChanged 20698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67725 members 
Mstep: Class 2 contains 210723 members 
Entering Unmasked Estep 
Score: -34500920.000000 Penalty: 6218.345215
	Iteration 8F: 3 clusters Score -3.450092e+07 nChanged 17678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51135 members 
Mstep: Class 2 contains 227313 members 
Entering Unmasked Estep 
Score: -34513000.000000 Penalty: 6218.345215
	Iteration 9F: 3 clusters Score -3.4513e+07 nChanged 13663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 240466 members 
Entering Unmasked Estep 
Score: -34519828.000000 Penalty: 6218.345215
	Iteration 10Q: 3 clusters Score -3.451983e+07 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 250503 members 
Entering Unmasked Estep 
Score: -34523468.000000 Penalty: 6218.345215
	Iteration 11Q: 3 clusters Score -3.452347e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 258246 members 
Entering Unmasked Estep 
Score: -34526128.000000 Penalty: 6218.345215
	Iteration 12Q: 3 clusters Score -3.452613e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 263875 members 
Entering Unmasked Estep 
Score: -34527756.000000 Penalty: 6218.345215
	Iteration 13Q: 3 clusters Score -3.452776e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 267903 members 
Entering Unmasked Estep 
Score: -34528900.000000 Penalty: 6218.345215
	Iteration 14Q: 3 clusters Score -3.45289e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 270778 members 
Entering Unmasked Estep 
Score: -34529208.000000 Penalty: 6218.345215
	Iteration 15Q: 3 clusters Score -3.452921e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 272799 members 
Entering Unmasked Estep 
Score: -34529452.000000 Penalty: 6218.345215
	Iteration 16Q: 3 clusters Score -3.452945e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 274219 members 
Entering Unmasked Estep 
Score: -34529504.000000 Penalty: 6218.345215
	Iteration 17Q: 3 clusters Score -3.45295e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 275192 members 
Entering Unmasked Estep 
Score: -34529544.000000 Penalty: 6218.345215
	Iteration 18Q: 3 clusters Score -3.452954e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 275869 members 
Entering Unmasked Estep 
Score: -34529440.000000 Penalty: 6218.345215
	Iteration 19Q: 3 clusters Score -3.452944e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 276315 members 
Entering Unmasked Estep 
Score: -34529364.000000 Penalty: 6218.345215
	Iteration 20F: 3 clusters Score -3.452936e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 276632 members 
Entering Unmasked Estep 
Score: -34529396.000000 Penalty: 6218.345215
	Iteration 21Q: 3 clusters Score -3.45294e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 276832 members 
Entering Unmasked Estep 
Score: -34529392.000000 Penalty: 6218.345215
	Iteration 22Q: 3 clusters Score -3.452939e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 276971 members 
Entering Unmasked Estep 
Score: -34529404.000000 Penalty: 6218.345215
	Iteration 23Q: 3 clusters Score -3.45294e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 277070 members 
Entering Unmasked Estep 
Score: -34529376.000000 Penalty: 6218.345215
	Iteration 24Q: 3 clusters Score -3.452938e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 277141 members 
Entering Unmasked Estep 
Score: -34529376.000000 Penalty: 6218.345215
	Iteration 25Q: 3 clusters Score -3.452938e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 277186 members 
Entering Unmasked Estep 
Score: -34529340.000000 Penalty: 6218.345215
	Iteration 26Q: 3 clusters Score -3.452934e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 277223 members 
Entering Unmasked Estep 
Score: -34529340.000000 Penalty: 6218.345215
	Iteration 27Q: 3 clusters Score -3.452934e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 277239 members 
Entering Unmasked Estep 
Score: -34529340.000000 Penalty: 6218.345215
	Iteration 28Q: 3 clusters Score -3.452934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 277254 members 
Entering Unmasked Estep 
Score: -34529372.000000 Penalty: 6218.345215
	Iteration 29Q: 3 clusters Score -3.452937e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 277266 members 
Entering Unmasked Estep 
Score: -34529360.000000 Penalty: 6218.345215
	Iteration 30Q: 3 clusters Score -3.452936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 277271 members 
Entering Unmasked Estep 
Score: -34529348.000000 Penalty: 6218.345215
	Iteration 31Q: 3 clusters Score -3.452935e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 277281 members 
Entering Unmasked Estep 
Score: -34529356.000000 Penalty: 6218.345215
	Iteration 32Q: 3 clusters Score -3.452936e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 277288 members 
Entering Unmasked Estep 
Score: -34529336.000000 Penalty: 6218.345215
	Iteration 33Q: 3 clusters Score -3.452934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 277297 members 
Entering Unmasked Estep 
Score: -34529332.000000 Penalty: 6218.345215
	Iteration 34Q: 3 clusters Score -3.452933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 277303 members 
Entering Unmasked Estep 
Score: -34529332.000000 Penalty: 6218.345215
	Iteration 35Q: 3 clusters Score -3.452933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 277308 members 
Entering Unmasked Estep 
Score: -34529344.000000 Penalty: 6218.345215
	Iteration 36Q: 3 clusters Score -3.452934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 277315 members 
Entering Unmasked Estep 
Score: -34529352.000000 Penalty: 6218.345215
	Iteration 37Q: 3 clusters Score -3.452935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 277321 members 
Entering Unmasked Estep 
Score: -34529340.000000 Penalty: 6218.345215
	Iteration 38Q: 3 clusters Score -3.452934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 277324 members 
Entering Unmasked Estep 
Score: -34529332.000000 Penalty: 6218.345215
	Iteration 39Q: 3 clusters Score -3.452933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 277328 members 
Entering Unmasked Estep 
Score: -34529340.000000 Penalty: 6218.345215
	Iteration 40F: 3 clusters Score -3.452934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 277332 members 
Entering Unmasked Estep 
Score: -34529328.000000 Penalty: 6218.345215
	Iteration 41Q: 3 clusters Score -3.452933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 277334 members 
Entering Unmasked Estep 
Score: -34529304.000000 Penalty: 6218.345215
	Iteration 42Q: 3 clusters Score -3.45293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 277335 members 
Entering Unmasked Estep 
Score: -34529312.000000 Penalty: 6218.345215
	Iteration 43Q: 3 clusters Score -3.452931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 277336 members 
Entering Unmasked Estep 
Score: -34529308.000000 Penalty: 6218.345215
	Iteration 44Q: 3 clusters Score -3.452931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 277337 members 
Entering Unmasked Estep 
Score: -34529316.000000 Penalty: 6218.345215
	Iteration 45Q: 3 clusters Score -3.452932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 277337 members 
Entering Unmasked Estep 
Score: -34529316.000000 Penalty: 6218.345215
	Iteration 46F: 3 clusters Score -3.452932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59318 members 
Entering Unmasked Estep 
Score: -7450896.500000 Penalty: 2725.685791
	Iteration 0F: 2 clusters Score -7450896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -7411066.000000 Penalty: 5451.371582
	Iteration 0F: 3 clusters Score -7411066 nChanged 27630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -7426585.500000 Penalty: 5451.371582
	Iteration 1F: 3 clusters Score -7426586 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -7427310.000000 Penalty: 5451.371582
	Iteration 2Q: 3 clusters Score -7427310 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -7427933.500000 Penalty: 5451.371582
	Iteration 3Q: 3 clusters Score -7427934 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -7428531.500000 Penalty: 5451.371582
	Iteration 4Q: 3 clusters Score -7428532 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -7429145.500000 Penalty: 5451.371582
	Iteration 5Q: 3 clusters Score -7429146 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -7429808.500000 Penalty: 5451.371582
	Iteration 6Q: 3 clusters Score -7429808 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -7430652.000000 Penalty: 5451.371582
	Iteration 7Q: 3 clusters Score -7430652 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -7431832.000000 Penalty: 5451.371582
	Iteration 8Q: 3 clusters Score -7431832 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -7433311.000000 Penalty: 5451.371582
	Iteration 9Q: 3 clusters Score -7433311 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -7435315.500000 Penalty: 5451.371582
	Iteration 10F: 3 clusters Score -7435316 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -7437587.500000 Penalty: 5451.371582
	Iteration 11F: 3 clusters Score -7437588 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -7439600.000000 Penalty: 5451.371582
	Iteration 12F: 3 clusters Score -7439600 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7440838 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -7441573.500000 Penalty: 5451.371582
	Iteration 14Q: 3 clusters Score -7441574 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7442026 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7442412 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7442742 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -7443165.500000 Penalty: 5451.371582
	Iteration 18Q: 3 clusters Score -7443166 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -7443681.500000 Penalty: 5451.371582
	Iteration 19Q: 3 clusters Score -7443682 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -7444281.500000 Penalty: 5451.371582
	Iteration 20F: 3 clusters Score -7444282 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -7444760.000000 Penalty: 5451.371582
	Iteration 21Q: 3 clusters Score -7444760 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -7445178.500000 Penalty: 5451.371582
	Iteration 22Q: 3 clusters Score -7445178 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -7445564.500000 Penalty: 5451.371582
	Iteration 23Q: 3 clusters Score -7445564 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -7445914.000000 Penalty: 5451.371582
	Iteration 24Q: 3 clusters Score -7445914 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -7446193.000000 Penalty: 5451.371582
	Iteration 25Q: 3 clusters Score -7446193 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -7446467.500000 Penalty: 5451.371582
	Iteration 26Q: 3 clusters Score -7446468 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -7446735.000000 Penalty: 5451.371582
	Iteration 27Q: 3 clusters Score -7446735 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -7446922.000000 Penalty: 5451.371582
	Iteration 28Q: 3 clusters Score -7446922 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -7447066.500000 Penalty: 5451.371582
	Iteration 29Q: 3 clusters Score -7447066 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -7447200.000000 Penalty: 5451.371582
	Iteration 30Q: 3 clusters Score -7447200 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7447358 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7447463 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -7447592.000000 Penalty: 5451.371582
	Iteration 33Q: 3 clusters Score -7447592 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -7447718.500000 Penalty: 5451.371582
	Iteration 34Q: 3 clusters Score -7447718 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7447777 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -7447860.500000 Penalty: 5451.371582
	Iteration 36Q: 3 clusters Score -7447860 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -7447944.000000 Penalty: 5451.371582
	Iteration 37Q: 3 clusters Score -7447944 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53763 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -7448061.000000 Penalty: 5451.371582
	Iteration 38Q: 3 clusters Score -7448061 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54032 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -7448123.500000 Penalty: 5451.371582
	Iteration 39Q: 3 clusters Score -7448124 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -7448175.500000 Penalty: 5451.371582
	Iteration 40F: 3 clusters Score -7448176 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -7448273.500000 Penalty: 5451.371582
	Iteration 41Q: 3 clusters Score -7448274 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -7448308.500000 Penalty: 5451.371582
	Iteration 42Q: 3 clusters Score -7448308 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54918 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7448382 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7448436 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55255 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -7448471.500000 Penalty: 5451.371582
	Iteration 45Q: 3 clusters Score -7448472 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7448520 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7448586 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -7448641.000000 Penalty: 5451.371582
	Iteration 48Q: 3 clusters Score -7448641 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55882 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7448683 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56010 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -7448714.000000 Penalty: 5451.371582
	Iteration 50Q: 3 clusters Score -7448714 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56130 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -7448746.500000 Penalty: 5451.371582
	Iteration 51Q: 3 clusters Score -7448746 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56232 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -7448770.500000 Penalty: 5451.371582
	Iteration 52Q: 3 clusters Score -7448770 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56328 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -7448775.500000 Penalty: 5451.371582
	Iteration 53Q: 3 clusters Score -7448776 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56428 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -7448837.500000 Penalty: 5451.371582
	Iteration 54Q: 3 clusters Score -7448838 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7448872 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -7448942.500000 Penalty: 5451.371582
	Iteration 56Q: 3 clusters Score -7448942 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56701 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7448950 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7448950 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -7448988.000000 Penalty: 5451.371582
	Iteration 59Q: 3 clusters Score -7448988 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56847 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -7449003.500000 Penalty: 5451.371582
	Iteration 60F: 3 clusters Score -7449004 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56897 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -7449010.500000 Penalty: 5451.371582
	Iteration 61Q: 3 clusters Score -7449010 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56940 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -7449034.500000 Penalty: 5451.371582
	Iteration 62Q: 3 clusters Score -7449034 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56991 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -7449047.000000 Penalty: 5451.371582
	Iteration 63Q: 3 clusters Score -7449047 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57024 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -7449079.500000 Penalty: 5451.371582
	Iteration 64Q: 3 clusters Score -7449080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57063 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -7449062.500000 Penalty: 5451.371582
	Iteration 65Q: 3 clusters Score -7449062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -7449072.500000 Penalty: 5451.371582
	Iteration 66Q: 3 clusters Score -7449072 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7449066 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -7449076.500000 Penalty: 5451.371582
	Iteration 68Q: 3 clusters Score -7449076 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -7449085.000000 Penalty: 5451.371582
	Iteration 69Q: 3 clusters Score -7449085 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57181 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -7449101.500000 Penalty: 5451.371582
	Iteration 70Q: 3 clusters Score -7449102 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -7449097.500000 Penalty: 5451.371582
	Iteration 71Q: 3 clusters Score -7449098 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -7449108.500000 Penalty: 5451.371582
	Iteration 72Q: 3 clusters Score -7449108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -7449119.500000 Penalty: 5451.371582
	Iteration 73Q: 3 clusters Score -7449120 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57265 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -7449138.000000 Penalty: 5451.371582
	Iteration 74Q: 3 clusters Score -7449138 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -7449144.500000 Penalty: 5451.371582
	Iteration 75Q: 3 clusters Score -7449144 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7449148.500000 Penalty: 5451.371582
	Iteration 76Q: 3 clusters Score -7449148 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57319 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7449150 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57333 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -7449162.000000 Penalty: 5451.371582
	Iteration 78Q: 3 clusters Score -7449162 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57348 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -7449167.500000 Penalty: 5451.371582
	Iteration 79Q: 3 clusters Score -7449168 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57357 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -7449165.500000 Penalty: 5451.371582
	Iteration 80F: 3 clusters Score -7449166 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7449166 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57367 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -7449175.500000 Penalty: 5451.371582
	Iteration 82Q: 3 clusters Score -7449176 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57372 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7449162 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57374 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7449171.500000 Penalty: 5451.371582
	Iteration 84Q: 3 clusters Score -7449172 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57379 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7449172 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -7449183.000000 Penalty: 5451.371582
	Iteration 86Q: 3 clusters Score -7449183 nChanged 5
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Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -7449184.000000 Penalty: 5451.371582
	Iteration 87Q: 3 clusters Score -7449184 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -7449182.500000 Penalty: 5451.371582
	Iteration 88Q: 3 clusters Score -7449182 nChanged 14
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Mstep: Class 1 contains 57401 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -7449185.500000 Penalty: 5451.371582
	Iteration 89Q: 3 clusters Score -7449186 nChanged 18
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Mstep: Class 1 contains 57415 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -7449195.500000 Penalty: 5451.371582
	Iteration 90Q: 3 clusters Score -7449196 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7449198 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -7449203.500000 Penalty: 5451.371582
	Iteration 92Q: 3 clusters Score -7449204 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -7449212.500000 Penalty: 5451.371582
	Iteration 93Q: 3 clusters Score -7449212 nChanged 13
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Mstep: Class 1 contains 57450 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -7449228.000000 Penalty: 5451.371582
	Iteration 94Q: 3 clusters Score -7449228 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57462 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7449218.500000 Penalty: 5451.371582
	Iteration 95Q: 3 clusters Score -7449218 nChanged 15
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Mstep: Class 1 contains 57475 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7449220 nChanged 9
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Mstep: Class 1 contains 57480 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -7449232.500000 Penalty: 5451.371582
	Iteration 97Q: 3 clusters Score -7449232 nChanged 14
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Mstep: Class 1 contains 57490 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7449232 nChanged 14
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Mstep: Class 1 contains 57502 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -7449224.500000 Penalty: 5451.371582
	Iteration 99Q: 3 clusters Score -7449224 nChanged 15
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Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -7449241.000000 Penalty: 5451.371582
	Iteration 100F: 3 clusters Score -7449241 nChanged 19
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Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -7449245.000000 Penalty: 5451.371582
	Iteration 101Q: 3 clusters Score -7449245 nChanged 16
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Mstep: Class 1 contains 57540 members 
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Entering Unmasked Estep 
Score: -7449241.500000 Penalty: 5451.371582
	Iteration 102Q: 3 clusters Score -7449242 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -7449240.000000 Penalty: 5451.371582
	Iteration 103Q: 3 clusters Score -7449240 nChanged 8
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Mstep: Class 1 contains 57553 members 
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Entering Unmasked Estep 
Score: -7449250.500000 Penalty: 5451.371582
	Iteration 104Q: 3 clusters Score -7449250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57562 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7449259.500000 Penalty: 5451.371582
	Iteration 105Q: 3 clusters Score -7449260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -7449264.500000 Penalty: 5451.371582
	Iteration 106Q: 3 clusters Score -7449264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57571 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7449259.500000 Penalty: 5451.371582
	Iteration 107Q: 3 clusters Score -7449260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57571 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7449260.000000 Penalty: 5451.371582
	Iteration 108Q: 3 clusters Score -7449260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -7449265.500000 Penalty: 5451.371582
	Iteration 109Q: 3 clusters Score -7449266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57577 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -7449270.000000 Penalty: 5451.371582
	Iteration 110Q: 3 clusters Score -7449270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7449264.000000 Penalty: 5451.371582
	Iteration 111Q: 3 clusters Score -7449264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -7449266.500000 Penalty: 5451.371582
	Iteration 112Q: 3 clusters Score -7449266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57590 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -7449270.500000 Penalty: 5451.371582
	Iteration 113Q: 3 clusters Score -7449270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -7449250.500000 Penalty: 5451.371582
	Iteration 114Q: 3 clusters Score -7449250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -7449252.500000 Penalty: 5451.371582
	Iteration 115Q: 3 clusters Score -7449252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57600 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7449252.500000 Penalty: 5451.371582
	Iteration 116Q: 3 clusters Score -7449252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57602 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -7449260.500000 Penalty: 5451.371582
	Iteration 117Q: 3 clusters Score -7449260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57604 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -7449261.500000 Penalty: 5451.371582
	Iteration 118Q: 3 clusters Score -7449262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57609 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -7449256.000000 Penalty: 5451.371582
	Iteration 119Q: 3 clusters Score -7449256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57612 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7449262.000000 Penalty: 5451.371582
	Iteration 120F: 3 clusters Score -7449262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -7449252.000000 Penalty: 5451.371582
	Iteration 121Q: 3 clusters Score -7449252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57615 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -7449258.500000 Penalty: 5451.371582
	Iteration 122Q: 3 clusters Score -7449258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57617 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -7449260.000000 Penalty: 5451.371582
	Iteration 123Q: 3 clusters Score -7449260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57619 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -7449268.500000 Penalty: 5451.371582
	Iteration 124Q: 3 clusters Score -7449268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57625 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -7449264.000000 Penalty: 5451.371582
	Iteration 125Q: 3 clusters Score -7449264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57633 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -7449276.000000 Penalty: 5451.371582
	Iteration 126Q: 3 clusters Score -7449276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57639 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -7449268.000000 Penalty: 5451.371582
	Iteration 127Q: 3 clusters Score -7449268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57638 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -7449261.500000 Penalty: 5451.371582
	Iteration 128Q: 3 clusters Score -7449262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -7449268.000000 Penalty: 5451.371582
	Iteration 129Q: 3 clusters Score -7449268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -7449266.500000 Penalty: 5451.371582
	Iteration 130Q: 3 clusters Score -7449266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -7449272.500000 Penalty: 5451.371582
	Iteration 131Q: 3 clusters Score -7449272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -7449272.500000 Penalty: 5451.371582
	Iteration 132F: 3 clusters Score -7449272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (295499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295499 members 
Entering Unmasked Estep 
Score: -36647240.000000 Penalty: 3123.912109
	Iteration 0F: 2 clusters Score -3.664724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147954 members 
Mstep: Class 2 contains 147545 members 
Entering Unmasked Estep 
Score: -36464972.000000 Penalty: 6247.824219
	Iteration 0F: 3 clusters Score -3.646497e+07 nChanged 143236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153082 members 
Mstep: Class 2 contains 142417 members 
Entering Unmasked Estep 
Score: -36549932.000000 Penalty: 6247.824219
	Iteration 1F: 3 clusters Score -3.654993e+07 nChanged 10006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156628 members 
Mstep: Class 2 contains 138871 members 
Entering Unmasked Estep 
Score: -36553064.000000 Penalty: 6247.824219
	Iteration 2Q: 3 clusters Score -3.655306e+07 nChanged 13075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162345 members 
Mstep: Class 2 contains 133154 members 
Entering Unmasked Estep 
Score: -36558904.000000 Penalty: 6247.824219
	Iteration 3Q: 3 clusters Score -3.65589e+07 nChanged 16936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171717 members 
Mstep: Class 2 contains 123782 members 
Entering Unmasked Estep 
Score: -36568192.000000 Penalty: 6247.824219
	Iteration 4F: 3 clusters Score -3.656819e+07 nChanged 21217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185968 members 
Mstep: Class 2 contains 109531 members 
Entering Unmasked Estep 
Score: -36581700.000000 Penalty: 6247.824219
	Iteration 5F: 3 clusters Score -3.65817e+07 nChanged 23851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204777 members 
Mstep: Class 2 contains 90722 members 
Entering Unmasked Estep 
Score: -36600036.000000 Penalty: 6247.824219
	Iteration 6F: 3 clusters Score -3.660004e+07 nChanged 23289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224742 members 
Mstep: Class 2 contains 70757 members 
Entering Unmasked Estep 
Score: -36619404.000000 Penalty: 6247.824219
	Iteration 7F: 3 clusters Score -3.66194e+07 nChanged 18369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241045 members 
Mstep: Class 2 contains 54454 members 
Entering Unmasked Estep 
Score: -36634804.000000 Penalty: 6247.824219
	Iteration 8F: 3 clusters Score -3.66348e+07 nChanged 12103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251908 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -36643196.000000 Penalty: 6247.824219
	Iteration 9Q: 3 clusters Score -3.66432e+07 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259693 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -36646484.000000 Penalty: 6247.824219
	Iteration 10Q: 3 clusters Score -3.664648e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266401 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -36648220.000000 Penalty: 6247.824219
	Iteration 11Q: 3 clusters Score -3.664822e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272270 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -36648984.000000 Penalty: 6247.824219
	Iteration 12Q: 3 clusters Score -3.664898e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277384 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -36648984.000000 Penalty: 6247.824219
	Iteration 13Q: 3 clusters Score -3.664898e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281551 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -36649000.000000 Penalty: 6247.824219
	Iteration 14Q: 3 clusters Score -3.6649e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284786 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -36648380.000000 Penalty: 6247.824219
	Iteration 15Q: 3 clusters Score -3.664838e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287242 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -36647948.000000 Penalty: 6247.824219
	Iteration 16Q: 3 clusters Score -3.664795e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289134 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -36647552.000000 Penalty: 6247.824219
	Iteration 17Q: 3 clusters Score -3.664755e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290533 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -36647444.000000 Penalty: 6247.824219
	Iteration 18Q: 3 clusters Score -3.664744e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291555 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -36647008.000000 Penalty: 6247.824219
	Iteration 19Q: 3 clusters Score -3.664701e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292294 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -36646648.000000 Penalty: 6247.824219
	Iteration 20F: 3 clusters Score -3.664665e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292867 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -36646508.000000 Penalty: 6247.824219
	Iteration 21Q: 3 clusters Score -3.664651e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293301 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -36646244.000000 Penalty: 6247.824219
	Iteration 22Q: 3 clusters Score -3.664624e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293604 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -36646072.000000 Penalty: 6247.824219
	Iteration 23Q: 3 clusters Score -3.664607e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293804 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -36645964.000000 Penalty: 6247.824219
	Iteration 24Q: 3 clusters Score -3.664596e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293960 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -36645948.000000 Penalty: 6247.824219
	Iteration 25Q: 3 clusters Score -3.664595e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294090 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -36645876.000000 Penalty: 6247.824219
	Iteration 26Q: 3 clusters Score -3.664588e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294197 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -36645816.000000 Penalty: 6247.824219
	Iteration 27Q: 3 clusters Score -3.664582e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294282 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -36645836.000000 Penalty: 6247.824219
	Iteration 28Q: 3 clusters Score -3.664584e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294343 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -36645836.000000 Penalty: 6247.824219
	Iteration 29Q: 3 clusters Score -3.664584e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294391 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -36645792.000000 Penalty: 6247.824219
	Iteration 30Q: 3 clusters Score -3.664579e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294431 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -36645764.000000 Penalty: 6247.824219
	Iteration 31Q: 3 clusters Score -3.664576e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294464 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -36645740.000000 Penalty: 6247.824219
	Iteration 32Q: 3 clusters Score -3.664574e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294487 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -36645700.000000 Penalty: 6247.824219
	Iteration 33Q: 3 clusters Score -3.66457e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294516 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -36645688.000000 Penalty: 6247.824219
	Iteration 34Q: 3 clusters Score -3.664569e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294536 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -36645688.000000 Penalty: 6247.824219
	Iteration 35Q: 3 clusters Score -3.664569e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294550 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -36645704.000000 Penalty: 6247.824219
	Iteration 36Q: 3 clusters Score -3.66457e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294567 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -36645700.000000 Penalty: 6247.824219
	Iteration 37Q: 3 clusters Score -3.66457e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294583 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -36645692.000000 Penalty: 6247.824219
	Iteration 38Q: 3 clusters Score -3.664569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294592 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -36645660.000000 Penalty: 6247.824219
	Iteration 39Q: 3 clusters Score -3.664566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294602 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -36645660.000000 Penalty: 6247.824219
	Iteration 40F: 3 clusters Score -3.664566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294603 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -36645676.000000 Penalty: 6247.824219
	Iteration 41Q: 3 clusters Score -3.664568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294607 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -36645656.000000 Penalty: 6247.824219
	Iteration 42Q: 3 clusters Score -3.664566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294613 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -36645672.000000 Penalty: 6247.824219
	Iteration 43Q: 3 clusters Score -3.664567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294622 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -36645640.000000 Penalty: 6247.824219
	Iteration 44Q: 3 clusters Score -3.664564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294630 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -36645636.000000 Penalty: 6247.824219
	Iteration 45Q: 3 clusters Score -3.664564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294639 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -36645652.000000 Penalty: 6247.824219
	Iteration 46Q: 3 clusters Score -3.664565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294647 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -36645644.000000 Penalty: 6247.824219
	Iteration 47Q: 3 clusters Score -3.664564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294651 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -36645660.000000 Penalty: 6247.824219
	Iteration 48Q: 3 clusters Score -3.664566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294654 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -36645632.000000 Penalty: 6247.824219
	Iteration 49Q: 3 clusters Score -3.664563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294656 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -36645612.000000 Penalty: 6247.824219
	Iteration 50Q: 3 clusters Score -3.664561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294660 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -36645596.000000 Penalty: 6247.824219
	Iteration 51Q: 3 clusters Score -3.66456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294662 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -36645600.000000 Penalty: 6247.824219
	Iteration 52Q: 3 clusters Score -3.66456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294662 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -36645600.000000 Penalty: 6247.824219
	Iteration 53F: 3 clusters Score -3.66456e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Entering Unmasked Estep 
Score: -1244670.125000 Penalty: 2294.866699
	Iteration 0F: 2 clusters Score -1244670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1236682.125000 Penalty: 4589.733398
	Iteration 0F: 3 clusters Score -1236682 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1239013.250000 Penalty: 4589.733398
	Iteration 1F: 3 clusters Score -1239013 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1239428.875000 Penalty: 4589.733398
	Iteration 2F: 3 clusters Score -1239429 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1239771.875000 Penalty: 4589.733398
	Iteration 3F: 3 clusters Score -1239772 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1240046.250000 Penalty: 4589.733398
	Iteration 4F: 3 clusters Score -1240046 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1240297.750000 Penalty: 4589.733398
	Iteration 5Q: 3 clusters Score -1240298 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1240524.250000 Penalty: 4589.733398
	Iteration 6Q: 3 clusters Score -1240524 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1240713.000000 Penalty: 4589.733398
	Iteration 7Q: 3 clusters Score -1240713 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1240867.500000 Penalty: 4589.733398
	Iteration 8Q: 3 clusters Score -1240868 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1241010.000000 Penalty: 4589.733398
	Iteration 9Q: 3 clusters Score -1241010 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1241161.375000 Penalty: 4589.733398
	Iteration 10Q: 3 clusters Score -1241161 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1241307.875000 Penalty: 4589.733398
	Iteration 11Q: 3 clusters Score -1241308 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1241447.000000 Penalty: 4589.733398
	Iteration 12Q: 3 clusters Score -1241447 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1241596.000000 Penalty: 4589.733398
	Iteration 13Q: 3 clusters Score -1241596 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1241735.875000 Penalty: 4589.733398
	Iteration 14Q: 3 clusters Score -1241736 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1241877.000000 Penalty: 4589.733398
	Iteration 15Q: 3 clusters Score -1241877 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1242022.750000 Penalty: 4589.733398
	Iteration 16Q: 3 clusters Score -1242023 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1242173.375000 Penalty: 4589.733398
	Iteration 17Q: 3 clusters Score -1242173 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1242300.250000 Penalty: 4589.733398
	Iteration 18Q: 3 clusters Score -1242300 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1242418.750000 Penalty: 4589.733398
	Iteration 19Q: 3 clusters Score -1242419 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1242533.000000 Penalty: 4589.733398
	Iteration 20F: 3 clusters Score -1242533 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1242633.375000 Penalty: 4589.733398
	Iteration 21Q: 3 clusters Score -1242633 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1242703.625000 Penalty: 4589.733398
	Iteration 22Q: 3 clusters Score -1242704 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1242769.625000 Penalty: 4589.733398
	Iteration 23Q: 3 clusters Score -1242770 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1242823.500000 Penalty: 4589.733398
	Iteration 24Q: 3 clusters Score -1242824 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1242872.000000 Penalty: 4589.733398
	Iteration 25Q: 3 clusters Score -1242872 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1242908.375000 Penalty: 4589.733398
	Iteration 26Q: 3 clusters Score -1242908 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1242945.000000 Penalty: 4589.733398
	Iteration 27Q: 3 clusters Score -1242945 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1242983.375000 Penalty: 4589.733398
	Iteration 28Q: 3 clusters Score -1242983 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1243016.875000 Penalty: 4589.733398
	Iteration 29Q: 3 clusters Score -1243017 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1243050.500000 Penalty: 4589.733398
	Iteration 30Q: 3 clusters Score -1243050 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1243085.250000 Penalty: 4589.733398
	Iteration 31Q: 3 clusters Score -1243085 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1243118.000000 Penalty: 4589.733398
	Iteration 32Q: 3 clusters Score -1243118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1243148.625000 Penalty: 4589.733398
	Iteration 33Q: 3 clusters Score -1243149 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1243174.875000 Penalty: 4589.733398
	Iteration 34Q: 3 clusters Score -1243175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1243194.125000 Penalty: 4589.733398
	Iteration 35Q: 3 clusters Score -1243194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1243208.375000 Penalty: 4589.733398
	Iteration 36Q: 3 clusters Score -1243208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1243213.125000 Penalty: 4589.733398
	Iteration 37Q: 3 clusters Score -1243213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1243214.000000 Penalty: 4589.733398
	Iteration 38Q: 3 clusters Score -1243214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1243213.375000 Penalty: 4589.733398
	Iteration 39Q: 3 clusters Score -1243213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1243214.000000 Penalty: 4589.733398
	Iteration 40F: 3 clusters Score -1243214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1243218.000000 Penalty: 4589.733398
	Iteration 41Q: 3 clusters Score -1243218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1243220.375000 Penalty: 4589.733398
	Iteration 42Q: 3 clusters Score -1243220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1243218.000000 Penalty: 4589.733398
	Iteration 43Q: 3 clusters Score -1243218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1243220.500000 Penalty: 4589.733398
	Iteration 44Q: 3 clusters Score -1243220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1243220.500000 Penalty: 4589.733398
	Iteration 45F: 3 clusters Score -1243220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Entering Unmasked Estep 
Score: -3970611.000000 Penalty: 2567.623291
	Iteration 0F: 2 clusters Score -3970611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -3949333.250000 Penalty: 5135.246582
	Iteration 0F: 3 clusters Score -3949333 nChanged 14065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3956869.000000 Penalty: 5135.246582
	Iteration 1F: 3 clusters Score -3956869 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -3957335.000000 Penalty: 5135.246582
	Iteration 2Q: 3 clusters Score -3957335 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -3957817.250000 Penalty: 5135.246582
	Iteration 3Q: 3 clusters Score -3957817 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -3958348.250000 Penalty: 5135.246582
	Iteration 4Q: 3 clusters Score -3958348 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -3959024.500000 Penalty: 5135.246582
	Iteration 5Q: 3 clusters Score -3959024 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -3959827.250000 Penalty: 5135.246582
	Iteration 6Q: 3 clusters Score -3959827 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -3960817.000000 Penalty: 5135.246582
	Iteration 7Q: 3 clusters Score -3960817 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -3961850.000000 Penalty: 5135.246582
	Iteration 8F: 3 clusters Score -3961850 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -3962858.500000 Penalty: 5135.246582
	Iteration 9F: 3 clusters Score -3962858 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -3963711.750000 Penalty: 5135.246582
	Iteration 10Q: 3 clusters Score -3963712 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -3964417.000000 Penalty: 5135.246582
	Iteration 11Q: 3 clusters Score -3964417 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -3964959.750000 Penalty: 5135.246582
	Iteration 12Q: 3 clusters Score -3964960 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -3965332.000000 Penalty: 5135.246582
	Iteration 13Q: 3 clusters Score -3965332 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -3965630.500000 Penalty: 5135.246582
	Iteration 14Q: 3 clusters Score -3965630 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -3965824.750000 Penalty: 5135.246582
	Iteration 15Q: 3 clusters Score -3965825 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -3965979.500000 Penalty: 5135.246582
	Iteration 16Q: 3 clusters Score -3965980 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -3966118.250000 Penalty: 5135.246582
	Iteration 17Q: 3 clusters Score -3966118 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -3966226.000000 Penalty: 5135.246582
	Iteration 18Q: 3 clusters Score -3966226 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -3966342.250000 Penalty: 5135.246582
	Iteration 19Q: 3 clusters Score -3966342 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -3966432.250000 Penalty: 5135.246582
	Iteration 20F: 3 clusters Score -3966432 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -3966514.750000 Penalty: 5135.246582
	Iteration 21Q: 3 clusters Score -3966515 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -3966605.000000 Penalty: 5135.246582
	Iteration 22Q: 3 clusters Score -3966605 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -3966653.250000 Penalty: 5135.246582
	Iteration 23Q: 3 clusters Score -3966653 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -3966732.500000 Penalty: 5135.246582
	Iteration 24Q: 3 clusters Score -3966732 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -3966818.250000 Penalty: 5135.246582
	Iteration 25Q: 3 clusters Score -3966818 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -3966885.500000 Penalty: 5135.246582
	Iteration 26Q: 3 clusters Score -3966886 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -3966950.750000 Penalty: 5135.246582
	Iteration 27Q: 3 clusters Score -3966951 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -3967004.250000 Penalty: 5135.246582
	Iteration 28Q: 3 clusters Score -3967004 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -3967050.750000 Penalty: 5135.246582
	Iteration 29Q: 3 clusters Score -3967051 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -3967096.500000 Penalty: 5135.246582
	Iteration 30Q: 3 clusters Score -3967096 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -3967158.000000 Penalty: 5135.246582
	Iteration 31Q: 3 clusters Score -3967158 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -3967212.500000 Penalty: 5135.246582
	Iteration 32Q: 3 clusters Score -3967212 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -3967298.250000 Penalty: 5135.246582
	Iteration 33Q: 3 clusters Score -3967298 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -3967360.250000 Penalty: 5135.246582
	Iteration 34Q: 3 clusters Score -3967360 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3967435.500000 Penalty: 5135.246582
	Iteration 35Q: 3 clusters Score -3967436 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3967517.750000 Penalty: 5135.246582
	Iteration 36Q: 3 clusters Score -3967518 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -3967570.000000 Penalty: 5135.246582
	Iteration 37Q: 3 clusters Score -3967570 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -3967634.750000 Penalty: 5135.246582
	Iteration 38Q: 3 clusters Score -3967635 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -3967689.750000 Penalty: 5135.246582
	Iteration 39Q: 3 clusters Score -3967690 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3967755.250000 Penalty: 5135.246582
	Iteration 40F: 3 clusters Score -3967755 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3967819.500000 Penalty: 5135.246582
	Iteration 41Q: 3 clusters Score -3967820 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3967866.250000 Penalty: 5135.246582
	Iteration 42Q: 3 clusters Score -3967866 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3967917.000000 Penalty: 5135.246582
	Iteration 43Q: 3 clusters Score -3967917 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3967960.500000 Penalty: 5135.246582
	Iteration 44Q: 3 clusters Score -3967960 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3968003.250000 Penalty: 5135.246582
	Iteration 45Q: 3 clusters Score -3968003 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3968048.750000 Penalty: 5135.246582
	Iteration 46Q: 3 clusters Score -3968049 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3968097.750000 Penalty: 5135.246582
	Iteration 47Q: 3 clusters Score -3968098 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3968127.250000 Penalty: 5135.246582
	Iteration 48Q: 3 clusters Score -3968127 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3968159.750000 Penalty: 5135.246582
	Iteration 49Q: 3 clusters Score -3968160 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3968197.000000 Penalty: 5135.246582
	Iteration 50Q: 3 clusters Score -3968197 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3968234.000000 Penalty: 5135.246582
	Iteration 51Q: 3 clusters Score -3968234 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3968250.500000 Penalty: 5135.246582
	Iteration 52Q: 3 clusters Score -3968250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3968270.750000 Penalty: 5135.246582
	Iteration 53Q: 3 clusters Score -3968271 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3968289.000000 Penalty: 5135.246582
	Iteration 54Q: 3 clusters Score -3968289 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3968305.250000 Penalty: 5135.246582
	Iteration 55Q: 3 clusters Score -3968305 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3968315.000000 Penalty: 5135.246582
	Iteration 56Q: 3 clusters Score -3968315 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3968317.750000 Penalty: 5135.246582
	Iteration 57Q: 3 clusters Score -3968318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3968333.750000 Penalty: 5135.246582
	Iteration 58Q: 3 clusters Score -3968334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3968340.000000 Penalty: 5135.246582
	Iteration 59Q: 3 clusters Score -3968340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3968345.250000 Penalty: 5135.246582
	Iteration 60F: 3 clusters Score -3968345 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3968354.750000 Penalty: 5135.246582
	Iteration 61Q: 3 clusters Score -3968355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3968371.500000 Penalty: 5135.246582
	Iteration 62Q: 3 clusters Score -3968372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3968387.750000 Penalty: 5135.246582
	Iteration 63Q: 3 clusters Score -3968388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3968402.250000 Penalty: 5135.246582
	Iteration 64Q: 3 clusters Score -3968402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3968413.000000 Penalty: 5135.246582
	Iteration 65Q: 3 clusters Score -3968413 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3968424.000000 Penalty: 5135.246582
	Iteration 66Q: 3 clusters Score -3968424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3968440.250000 Penalty: 5135.246582
	Iteration 67Q: 3 clusters Score -3968440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3968444.000000 Penalty: 5135.246582
	Iteration 68Q: 3 clusters Score -3968444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3968454.750000 Penalty: 5135.246582
	Iteration 69Q: 3 clusters Score -3968455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3968460.500000 Penalty: 5135.246582
	Iteration 70Q: 3 clusters Score -3968460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3968463.250000 Penalty: 5135.246582
	Iteration 71Q: 3 clusters Score -3968463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3968467.500000 Penalty: 5135.246582
	Iteration 72Q: 3 clusters Score -3968468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3968469.250000 Penalty: 5135.246582
	Iteration 73Q: 3 clusters Score -3968469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3968474.000000 Penalty: 5135.246582
	Iteration 74Q: 3 clusters Score -3968474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3968469.000000 Penalty: 5135.246582
	Iteration 75Q: 3 clusters Score -3968469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3968473.500000 Penalty: 5135.246582
	Iteration 76Q: 3 clusters Score -3968474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3968473.750000 Penalty: 5135.246582
	Iteration 77Q: 3 clusters Score -3968474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3968474.500000 Penalty: 5135.246582
	Iteration 78Q: 3 clusters Score -3968474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3968476.750000 Penalty: 5135.246582
	Iteration 79Q: 3 clusters Score -3968477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3968480.750000 Penalty: 5135.246582
	Iteration 80F: 3 clusters Score -3968481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3968481.250000 Penalty: 5135.246582
	Iteration 81Q: 3 clusters Score -3968481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3968479.500000 Penalty: 5135.246582
	Iteration 82Q: 3 clusters Score -3968480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3968475.500000 Penalty: 5135.246582
	Iteration 83Q: 3 clusters Score -3968476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3968488.500000 Penalty: 5135.246582
	Iteration 84Q: 3 clusters Score -3968488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3968482.750000 Penalty: 5135.246582
	Iteration 85Q: 3 clusters Score -3968483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3968487.500000 Penalty: 5135.246582
	Iteration 86Q: 3 clusters Score -3968488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3968489.000000 Penalty: 5135.246582
	Iteration 87Q: 3 clusters Score -3968489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3968486.250000 Penalty: 5135.246582
	Iteration 88Q: 3 clusters Score -3968486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3968488.500000 Penalty: 5135.246582
	Iteration 89Q: 3 clusters Score -3968488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3968489.500000 Penalty: 5135.246582
	Iteration 90Q: 3 clusters Score -3968490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3968488.250000 Penalty: 5135.246582
	Iteration 91Q: 3 clusters Score -3968488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3968488.250000 Penalty: 5135.246582
	Iteration 92F: 3 clusters Score -3968488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Entering Unmasked Estep 
Score: -855184.375000 Penalty: 2188.447266
	Iteration 0F: 2 clusters Score -855184.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -849556.812500 Penalty: 4376.894531
	Iteration 0F: 3 clusters Score -849556.8 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -850921.687500 Penalty: 4376.894531
	Iteration 1F: 3 clusters Score -850921.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -851150.000000 Penalty: 4376.894531
	Iteration 2F: 3 clusters Score -851150 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -851287.187500 Penalty: 4376.894531
	Iteration 3Q: 3 clusters Score -851287.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -851400.500000 Penalty: 4376.894531
	Iteration 4Q: 3 clusters Score -851400.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -851484.062500 Penalty: 4376.894531
	Iteration 5Q: 3 clusters Score -851484.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -851559.250000 Penalty: 4376.894531
	Iteration 6Q: 3 clusters Score -851559.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -851626.562500 Penalty: 4376.894531
	Iteration 7Q: 3 clusters Score -851626.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -851679.937500 Penalty: 4376.894531
	Iteration 8Q: 3 clusters Score -851679.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -851731.375000 Penalty: 4376.894531
	Iteration 9Q: 3 clusters Score -851731.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -851773.500000 Penalty: 4376.894531
	Iteration 10Q: 3 clusters Score -851773.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -851812.375000 Penalty: 4376.894531
	Iteration 11Q: 3 clusters Score -851812.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -851856.062500 Penalty: 4376.894531
	Iteration 12Q: 3 clusters Score -851856.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -851900.375000 Penalty: 4376.894531
	Iteration 13Q: 3 clusters Score -851900.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -851936.937500 Penalty: 4376.894531
	Iteration 14Q: 3 clusters Score -851936.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -851977.937500 Penalty: 4376.894531
	Iteration 15Q: 3 clusters Score -851977.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -852014.125000 Penalty: 4376.894531
	Iteration 16Q: 3 clusters Score -852014.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -852053.812500 Penalty: 4376.894531
	Iteration 17Q: 3 clusters Score -852053.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -852099.937500 Penalty: 4376.894531
	Iteration 18Q: 3 clusters Score -852099.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -852150.375000 Penalty: 4376.894531
	Iteration 19Q: 3 clusters Score -852150.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -852209.187500 Penalty: 4376.894531
	Iteration 20F: 3 clusters Score -852209.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -852265.125000 Penalty: 4376.894531
	Iteration 21Q: 3 clusters Score -852265.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -852322.375000 Penalty: 4376.894531
	Iteration 22Q: 3 clusters Score -852322.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -852389.625000 Penalty: 4376.894531
	Iteration 23Q: 3 clusters Score -852389.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -852479.062500 Penalty: 4376.894531
	Iteration 24Q: 3 clusters Score -852479.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -852580.375000 Penalty: 4376.894531
	Iteration 25Q: 3 clusters Score -852580.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -852695.250000 Penalty: 4376.894531
	Iteration 26Q: 3 clusters Score -852695.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -852788.125000 Penalty: 4376.894531
	Iteration 27Q: 3 clusters Score -852788.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -852859.750000 Penalty: 4376.894531
	Iteration 28Q: 3 clusters Score -852859.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -852922.750000 Penalty: 4376.894531
	Iteration 29Q: 3 clusters Score -852922.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -852975.375000 Penalty: 4376.894531
	Iteration 30Q: 3 clusters Score -852975.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -853011.875000 Penalty: 4376.894531
	Iteration 31Q: 3 clusters Score -853011.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -853037.937500 Penalty: 4376.894531
	Iteration 32Q: 3 clusters Score -853037.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -853054.312500 Penalty: 4376.894531
	Iteration 33Q: 3 clusters Score -853054.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -853068.500000 Penalty: 4376.894531
	Iteration 34Q: 3 clusters Score -853068.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -853082.000000 Penalty: 4376.894531
	Iteration 35Q: 3 clusters Score -853082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -853099.000000 Penalty: 4376.894531
	Iteration 36Q: 3 clusters Score -853099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -853108.750000 Penalty: 4376.894531
	Iteration 37Q: 3 clusters Score -853108.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -853118.125000 Penalty: 4376.894531
	Iteration 38Q: 3 clusters Score -853118.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -853124.125000 Penalty: 4376.894531
	Iteration 39Q: 3 clusters Score -853124.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -853127.750000 Penalty: 4376.894531
	Iteration 40F: 3 clusters Score -853127.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -853131.875000 Penalty: 4376.894531
	Iteration 41Q: 3 clusters Score -853131.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -853134.812500 Penalty: 4376.894531
	Iteration 42Q: 3 clusters Score -853134.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -853134.875000 Penalty: 4376.894531
	Iteration 43Q: 3 clusters Score -853134.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -853136.937500 Penalty: 4376.894531
	Iteration 44Q: 3 clusters Score -853136.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -853136.187500 Penalty: 4376.894531
	Iteration 45Q: 3 clusters Score -853136.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -853139.000000 Penalty: 4376.894531
	Iteration 46Q: 3 clusters Score -853139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -853139.500000 Penalty: 4376.894531
	Iteration 47Q: 3 clusters Score -853139.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -853143.000000 Penalty: 4376.894531
	Iteration 48Q: 3 clusters Score -853143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -853144.437500 Penalty: 4376.894531
	Iteration 49Q: 3 clusters Score -853144.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -853144.125000 Penalty: 4376.894531
	Iteration 50Q: 3 clusters Score -853144.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -853144.062500 Penalty: 4376.894531
	Iteration 51Q: 3 clusters Score -853144.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -853146.812500 Penalty: 4376.894531
	Iteration 52Q: 3 clusters Score -853146.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -853146.000000 Penalty: 4376.894531
	Iteration 53Q: 3 clusters Score -853146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -853146.000000 Penalty: 4376.894531
	Iteration 54Q: 3 clusters Score -853146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -853148.937500 Penalty: 4376.894531
	Iteration 55Q: 3 clusters Score -853148.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -853149.437500 Penalty: 4376.894531
	Iteration 56Q: 3 clusters Score -853149.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -853151.000000 Penalty: 4376.894531
	Iteration 57Q: 3 clusters Score -853151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -853149.625000 Penalty: 4376.894531
	Iteration 58Q: 3 clusters Score -853149.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -853151.875000 Penalty: 4376.894531
	Iteration 59Q: 3 clusters Score -853151.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -853151.875000 Penalty: 4376.894531
	Iteration 60F: 3 clusters Score -853151.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Entering Unmasked Estep 
Score: -2351314.500000 Penalty: 2447.665771
	Iteration 0F: 2 clusters Score -2351314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2337763.250000 Penalty: 4895.331543
	Iteration 0F: 3 clusters Score -2337763 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2342358.250000 Penalty: 4895.331543
	Iteration 1F: 3 clusters Score -2342358 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2342765.500000 Penalty: 4895.331543
	Iteration 2F: 3 clusters Score -2342766 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2343079.000000 Penalty: 4895.331543
	Iteration 3Q: 3 clusters Score -2343079 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2343338.750000 Penalty: 4895.331543
	Iteration 4Q: 3 clusters Score -2343339 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2343580.750000 Penalty: 4895.331543
	Iteration 5Q: 3 clusters Score -2343581 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2343820.250000 Penalty: 4895.331543
	Iteration 6Q: 3 clusters Score -2343820 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2344061.000000 Penalty: 4895.331543
	Iteration 7Q: 3 clusters Score -2344061 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2344322.250000 Penalty: 4895.331543
	Iteration 8Q: 3 clusters Score -2344322 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2344591.750000 Penalty: 4895.331543
	Iteration 9Q: 3 clusters Score -2344592 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2344867.250000 Penalty: 4895.331543
	Iteration 10Q: 3 clusters Score -2344867 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2345177.500000 Penalty: 4895.331543
	Iteration 11Q: 3 clusters Score -2345178 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2345493.750000 Penalty: 4895.331543
	Iteration 12Q: 3 clusters Score -2345494 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2345866.000000 Penalty: 4895.331543
	Iteration 13Q: 3 clusters Score -2345866 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2346240.750000 Penalty: 4895.331543
	Iteration 14Q: 3 clusters Score -2346241 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2346638.500000 Penalty: 4895.331543
	Iteration 15Q: 3 clusters Score -2346638 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2347021.750000 Penalty: 4895.331543
	Iteration 16Q: 3 clusters Score -2347022 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2347343.250000 Penalty: 4895.331543
	Iteration 17Q: 3 clusters Score -2347343 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2347623.500000 Penalty: 4895.331543
	Iteration 18Q: 3 clusters Score -2347624 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2347889.750000 Penalty: 4895.331543
	Iteration 19Q: 3 clusters Score -2347890 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2348109.000000 Penalty: 4895.331543
	Iteration 20F: 3 clusters Score -2348109 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2348330.500000 Penalty: 4895.331543
	Iteration 21Q: 3 clusters Score -2348330 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2348503.500000 Penalty: 4895.331543
	Iteration 22Q: 3 clusters Score -2348504 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2348649.750000 Penalty: 4895.331543
	Iteration 23Q: 3 clusters Score -2348650 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2348750.250000 Penalty: 4895.331543
	Iteration 24Q: 3 clusters Score -2348750 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2348828.750000 Penalty: 4895.331543
	Iteration 25Q: 3 clusters Score -2348829 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2348922.000000 Penalty: 4895.331543
	Iteration 26Q: 3 clusters Score -2348922 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2348998.000000 Penalty: 4895.331543
	Iteration 27Q: 3 clusters Score -2348998 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2349052.750000 Penalty: 4895.331543
	Iteration 28Q: 3 clusters Score -2349053 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2349086.750000 Penalty: 4895.331543
	Iteration 29Q: 3 clusters Score -2349087 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2349117.750000 Penalty: 4895.331543
	Iteration 30Q: 3 clusters Score -2349118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2349138.750000 Penalty: 4895.331543
	Iteration 31Q: 3 clusters Score -2349139 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2349159.500000 Penalty: 4895.331543
	Iteration 32Q: 3 clusters Score -2349160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2349181.000000 Penalty: 4895.331543
	Iteration 33Q: 3 clusters Score -2349181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2349186.250000 Penalty: 4895.331543
	Iteration 34Q: 3 clusters Score -2349186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2349199.500000 Penalty: 4895.331543
	Iteration 35Q: 3 clusters Score -2349200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2349199.500000 Penalty: 4895.331543
	Iteration 36Q: 3 clusters Score -2349200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2349211.000000 Penalty: 4895.331543
	Iteration 37Q: 3 clusters Score -2349211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2349222.000000 Penalty: 4895.331543
	Iteration 38Q: 3 clusters Score -2349222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2349235.500000 Penalty: 4895.331543
	Iteration 39Q: 3 clusters Score -2349236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2349242.250000 Penalty: 4895.331543
	Iteration 40F: 3 clusters Score -2349242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2349254.000000 Penalty: 4895.331543
	Iteration 41Q: 3 clusters Score -2349254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2349257.500000 Penalty: 4895.331543
	Iteration 42Q: 3 clusters Score -2349258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2349258.500000 Penalty: 4895.331543
	Iteration 43Q: 3 clusters Score -2349258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2349265.500000 Penalty: 4895.331543
	Iteration 44Q: 3 clusters Score -2349266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2349265.750000 Penalty: 4895.331543
	Iteration 45Q: 3 clusters Score -2349266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2349268.500000 Penalty: 4895.331543
	Iteration 46Q: 3 clusters Score -2349268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2349269.500000 Penalty: 4895.331543
	Iteration 47Q: 3 clusters Score -2349270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2349267.500000 Penalty: 4895.331543
	Iteration 48Q: 3 clusters Score -2349268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2349267.500000 Penalty: 4895.331543
	Iteration 49Q: 3 clusters Score -2349268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2349266.750000 Penalty: 4895.331543
	Iteration 50Q: 3 clusters Score -2349267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2349267.000000 Penalty: 4895.331543
	Iteration 51Q: 3 clusters Score -2349267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2349267.000000 Penalty: 4895.331543
	Iteration 52F: 3 clusters Score -2349267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Entering Unmasked Estep 
Score: -4807370.500000 Penalty: 2623.952881
	Iteration 0F: 2 clusters Score -4807370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -4780797.500000 Penalty: 5247.905762
	Iteration 0F: 3 clusters Score -4780798 nChanged 17935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -4790474.000000 Penalty: 5247.905762
	Iteration 1F: 3 clusters Score -4790474 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -4790956.000000 Penalty: 5247.905762
	Iteration 2Q: 3 clusters Score -4790956 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -4791456.000000 Penalty: 5247.905762
	Iteration 3Q: 3 clusters Score -4791456 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -4791936.000000 Penalty: 5247.905762
	Iteration 4Q: 3 clusters Score -4791936 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -4792480.000000 Penalty: 5247.905762
	Iteration 5Q: 3 clusters Score -4792480 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -4793184.500000 Penalty: 5247.905762
	Iteration 6Q: 3 clusters Score -4793184 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -4794056.000000 Penalty: 5247.905762
	Iteration 7Q: 3 clusters Score -4794056 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -4795022.000000 Penalty: 5247.905762
	Iteration 8Q: 3 clusters Score -4795022 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -4796170.000000 Penalty: 5247.905762
	Iteration 9F: 3 clusters Score -4796170 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -4797503.000000 Penalty: 5247.905762
	Iteration 10F: 3 clusters Score -4797503 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -4799021.000000 Penalty: 5247.905762
	Iteration 11F: 3 clusters Score -4799021 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -4800492.000000 Penalty: 5247.905762
	Iteration 12F: 3 clusters Score -4800492 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -4801698.500000 Penalty: 5247.905762
	Iteration 13Q: 3 clusters Score -4801698 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -4802631.000000 Penalty: 5247.905762
	Iteration 14Q: 3 clusters Score -4802631 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -4803346.000000 Penalty: 5247.905762
	Iteration 15Q: 3 clusters Score -4803346 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -4803882.000000 Penalty: 5247.905762
	Iteration 16Q: 3 clusters Score -4803882 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -4804323.000000 Penalty: 5247.905762
	Iteration 17Q: 3 clusters Score -4804323 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -4804628.500000 Penalty: 5247.905762
	Iteration 18Q: 3 clusters Score -4804628 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -4804850.000000 Penalty: 5247.905762
	Iteration 19Q: 3 clusters Score -4804850 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -4805010.000000 Penalty: 5247.905762
	Iteration 20F: 3 clusters Score -4805010 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -4805073.000000 Penalty: 5247.905762
	Iteration 21Q: 3 clusters Score -4805073 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -4805153.000000 Penalty: 5247.905762
	Iteration 22Q: 3 clusters Score -4805153 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -4805169.000000 Penalty: 5247.905762
	Iteration 23Q: 3 clusters Score -4805169 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -4805195.000000 Penalty: 5247.905762
	Iteration 24Q: 3 clusters Score -4805195 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -4805218.000000 Penalty: 5247.905762
	Iteration 25Q: 3 clusters Score -4805218 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -4805236.000000 Penalty: 5247.905762
	Iteration 26Q: 3 clusters Score -4805236 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -4805246.500000 Penalty: 5247.905762
	Iteration 27Q: 3 clusters Score -4805246 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -4805250.000000 Penalty: 5247.905762
	Iteration 28Q: 3 clusters Score -4805250 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -4805260.000000 Penalty: 5247.905762
	Iteration 29Q: 3 clusters Score -4805260 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -4805264.000000 Penalty: 5247.905762
	Iteration 30Q: 3 clusters Score -4805264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -4805269.000000 Penalty: 5247.905762
	Iteration 31Q: 3 clusters Score -4805269 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -4805282.000000 Penalty: 5247.905762
	Iteration 32Q: 3 clusters Score -4805282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -4805281.500000 Penalty: 5247.905762
	Iteration 33Q: 3 clusters Score -4805282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -4805293.000000 Penalty: 5247.905762
	Iteration 34Q: 3 clusters Score -4805293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -4805293.000000 Penalty: 5247.905762
	Iteration 35Q: 3 clusters Score -4805293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -4805295.000000 Penalty: 5247.905762
	Iteration 36Q: 3 clusters Score -4805295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -4805301.000000 Penalty: 5247.905762
	Iteration 37Q: 3 clusters Score -4805301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -4805299.000000 Penalty: 5247.905762
	Iteration 38Q: 3 clusters Score -4805299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -4805297.500000 Penalty: 5247.905762
	Iteration 39Q: 3 clusters Score -4805298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -4805292.000000 Penalty: 5247.905762
	Iteration 40F: 3 clusters Score -4805292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -4805292.000000 Penalty: 5247.905762
	Iteration 41Q: 3 clusters Score -4805292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -4805288.000000 Penalty: 5247.905762
	Iteration 42Q: 3 clusters Score -4805288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -4805301.500000 Penalty: 5247.905762
	Iteration 43Q: 3 clusters Score -4805302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -4805301.500000 Penalty: 5247.905762
	Iteration 44Q: 3 clusters Score -4805302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -4805314.500000 Penalty: 5247.905762
	Iteration 45Q: 3 clusters Score -4805314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -4805303.000000 Penalty: 5247.905762
	Iteration 46Q: 3 clusters Score -4805303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -4805306.000000 Penalty: 5247.905762
	Iteration 47Q: 3 clusters Score -4805306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -4805300.000000 Penalty: 5247.905762
	Iteration 48Q: 3 clusters Score -4805300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -4805299.500000 Penalty: 5247.905762
	Iteration 49Q: 3 clusters Score -4805300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -4805295.500000 Penalty: 5247.905762
	Iteration 50Q: 3 clusters Score -4805296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -4805302.500000 Penalty: 5247.905762
	Iteration 51Q: 3 clusters Score -4805302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -4805303.000000 Penalty: 5247.905762
	Iteration 52Q: 3 clusters Score -4805303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -4805301.500000 Penalty: 5247.905762
	Iteration 53Q: 3 clusters Score -4805302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -4805304.500000 Penalty: 5247.905762
	Iteration 54Q: 3 clusters Score -4805304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -4805305.000000 Penalty: 5247.905762
	Iteration 55Q: 3 clusters Score -4805305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -4805304.500000 Penalty: 5247.905762
	Iteration 56Q: 3 clusters Score -4805304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -4805305.000000 Penalty: 5247.905762
	Iteration 57Q: 3 clusters Score -4805305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -4805309.000000 Penalty: 5247.905762
	Iteration 58Q: 3 clusters Score -4805309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -4805311.000000 Penalty: 5247.905762
	Iteration 59Q: 3 clusters Score -4805311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -4805317.500000 Penalty: 5247.905762
	Iteration 60F: 3 clusters Score -4805318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -4805320.500000 Penalty: 5247.905762
	Iteration 61Q: 3 clusters Score -4805320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -4805317.500000 Penalty: 5247.905762
	Iteration 62Q: 3 clusters Score -4805318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -4805318.500000 Penalty: 5247.905762
	Iteration 63Q: 3 clusters Score -4805318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -4805313.500000 Penalty: 5247.905762
	Iteration 64Q: 3 clusters Score -4805314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -4805318.000000 Penalty: 5247.905762
	Iteration 65Q: 3 clusters Score -4805318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -4805317.500000 Penalty: 5247.905762
	Iteration 66Q: 3 clusters Score -4805318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -4805323.500000 Penalty: 5247.905762
	Iteration 67Q: 3 clusters Score -4805324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -4805323.500000 Penalty: 5247.905762
	Iteration 68Q: 3 clusters Score -4805324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -4805316.500000 Penalty: 5247.905762
	Iteration 69Q: 3 clusters Score -4805316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -4805317.000000 Penalty: 5247.905762
	Iteration 70Q: 3 clusters Score -4805317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -4805317.500000 Penalty: 5247.905762
	Iteration 71Q: 3 clusters Score -4805318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -4805318.000000 Penalty: 5247.905762
	Iteration 72Q: 3 clusters Score -4805318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -4805319.000000 Penalty: 5247.905762
	Iteration 73Q: 3 clusters Score -4805319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -4805319.500000 Penalty: 5247.905762
	Iteration 74Q: 3 clusters Score -4805320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -4805319.500000 Penalty: 5247.905762
	Iteration 75Q: 3 clusters Score -4805320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -4805319.500000 Penalty: 5247.905762
	Iteration 76F: 3 clusters Score -4805320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Entering Unmasked Estep 
Score: -1122702.125000 Penalty: 2271.756836
	Iteration 0F: 2 clusters Score -1122702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1115440.625000 Penalty: 4543.513672
	Iteration 0F: 3 clusters Score -1115441 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1117503.000000 Penalty: 4543.513672
	Iteration 1F: 3 clusters Score -1117503 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1118090.125000 Penalty: 4543.513672
	Iteration 2F: 3 clusters Score -1118090 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1118771.250000 Penalty: 4543.513672
	Iteration 3F: 3 clusters Score -1118771 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1119457.750000 Penalty: 4543.513672
	Iteration 4F: 3 clusters Score -1119458 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1120070.000000 Penalty: 4543.513672
	Iteration 5F: 3 clusters Score -1120070 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1120617.625000 Penalty: 4543.513672
	Iteration 6F: 3 clusters Score -1120618 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1121003.875000 Penalty: 4543.513672
	Iteration 7F: 3 clusters Score -1121004 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1121272.875000 Penalty: 4543.513672
	Iteration 8Q: 3 clusters Score -1121273 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1121396.125000 Penalty: 4543.513672
	Iteration 9Q: 3 clusters Score -1121396 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1121475.375000 Penalty: 4543.513672
	Iteration 10Q: 3 clusters Score -1121475 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1121548.125000 Penalty: 4543.513672
	Iteration 11Q: 3 clusters Score -1121548 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1121602.375000 Penalty: 4543.513672
	Iteration 12Q: 3 clusters Score -1121602 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1121639.750000 Penalty: 4543.513672
	Iteration 13Q: 3 clusters Score -1121640 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1121668.375000 Penalty: 4543.513672
	Iteration 14Q: 3 clusters Score -1121668 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1121702.625000 Penalty: 4543.513672
	Iteration 15Q: 3 clusters Score -1121703 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1121724.375000 Penalty: 4543.513672
	Iteration 16Q: 3 clusters Score -1121724 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1121748.500000 Penalty: 4543.513672
	Iteration 17Q: 3 clusters Score -1121748 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1121772.500000 Penalty: 4543.513672
	Iteration 18Q: 3 clusters Score -1121772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1121801.500000 Penalty: 4543.513672
	Iteration 19Q: 3 clusters Score -1121802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1121817.000000 Penalty: 4543.513672
	Iteration 20F: 3 clusters Score -1121817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1121824.750000 Penalty: 4543.513672
	Iteration 21Q: 3 clusters Score -1121825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1121827.625000 Penalty: 4543.513672
	Iteration 22Q: 3 clusters Score -1121828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1121831.875000 Penalty: 4543.513672
	Iteration 23Q: 3 clusters Score -1121832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1121838.000000 Penalty: 4543.513672
	Iteration 24Q: 3 clusters Score -1121838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1121846.750000 Penalty: 4543.513672
	Iteration 25Q: 3 clusters Score -1121847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1121856.625000 Penalty: 4543.513672
	Iteration 26Q: 3 clusters Score -1121857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1121862.625000 Penalty: 4543.513672
	Iteration 27Q: 3 clusters Score -1121863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1121869.250000 Penalty: 4543.513672
	Iteration 28Q: 3 clusters Score -1121869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1121875.875000 Penalty: 4543.513672
	Iteration 29Q: 3 clusters Score -1121876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1121877.250000 Penalty: 4543.513672
	Iteration 30Q: 3 clusters Score -1121877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1121881.125000 Penalty: 4543.513672
	Iteration 31Q: 3 clusters Score -1121881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1121883.000000 Penalty: 4543.513672
	Iteration 32Q: 3 clusters Score -1121883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1121890.000000 Penalty: 4543.513672
	Iteration 33Q: 3 clusters Score -1121890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1121889.125000 Penalty: 4543.513672
	Iteration 34Q: 3 clusters Score -1121889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1121890.750000 Penalty: 4543.513672
	Iteration 35Q: 3 clusters Score -1121891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1121893.500000 Penalty: 4543.513672
	Iteration 36Q: 3 clusters Score -1121894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1121894.625000 Penalty: 4543.513672
	Iteration 37Q: 3 clusters Score -1121895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1121893.500000 Penalty: 4543.513672
	Iteration 38Q: 3 clusters Score -1121894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1121897.125000 Penalty: 4543.513672
	Iteration 39Q: 3 clusters Score -1121897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1121897.375000 Penalty: 4543.513672
	Iteration 40F: 3 clusters Score -1121897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1121896.000000 Penalty: 4543.513672
	Iteration 41Q: 3 clusters Score -1121896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1121898.625000 Penalty: 4543.513672
	Iteration 42Q: 3 clusters Score -1121899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1121902.500000 Penalty: 4543.513672
	Iteration 43Q: 3 clusters Score -1121902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1121901.625000 Penalty: 4543.513672
	Iteration 44Q: 3 clusters Score -1121902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1121902.625000 Penalty: 4543.513672
	Iteration 45Q: 3 clusters Score -1121903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1121903.500000 Penalty: 4543.513672
	Iteration 46Q: 3 clusters Score -1121904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1121903.500000 Penalty: 4543.513672
	Iteration 47F: 3 clusters Score -1121904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Entering Unmasked Estep 
Score: -2684635.250000 Penalty: 2498.380615
	Iteration 0F: 2 clusters Score -2684635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2668029.750000 Penalty: 4996.761230
	Iteration 0F: 3 clusters Score -2668030 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2673814.250000 Penalty: 4996.761230
	Iteration 1F: 3 clusters Score -2673814 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2674281.000000 Penalty: 4996.761230
	Iteration 2F: 3 clusters Score -2674281 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2674721.000000 Penalty: 4996.761230
	Iteration 3Q: 3 clusters Score -2674721 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2675127.000000 Penalty: 4996.761230
	Iteration 4Q: 3 clusters Score -2675127 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2675519.750000 Penalty: 4996.761230
	Iteration 5Q: 3 clusters Score -2675520 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2675893.250000 Penalty: 4996.761230
	Iteration 6Q: 3 clusters Score -2675893 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2676242.750000 Penalty: 4996.761230
	Iteration 7Q: 3 clusters Score -2676243 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2676620.750000 Penalty: 4996.761230
	Iteration 8Q: 3 clusters Score -2676621 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2677046.500000 Penalty: 4996.761230
	Iteration 9Q: 3 clusters Score -2677046 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2677460.500000 Penalty: 4996.761230
	Iteration 10Q: 3 clusters Score -2677460 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2677969.250000 Penalty: 4996.761230
	Iteration 11Q: 3 clusters Score -2677969 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2678513.250000 Penalty: 4996.761230
	Iteration 12Q: 3 clusters Score -2678513 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2679096.750000 Penalty: 4996.761230
	Iteration 13Q: 3 clusters Score -2679097 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2679743.000000 Penalty: 4996.761230
	Iteration 14Q: 3 clusters Score -2679743 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2680440.250000 Penalty: 4996.761230
	Iteration 15Q: 3 clusters Score -2680440 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2680971.500000 Penalty: 4996.761230
	Iteration 16Q: 3 clusters Score -2680972 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2681318.000000 Penalty: 4996.761230
	Iteration 17Q: 3 clusters Score -2681318 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -2681556.250000 Penalty: 4996.761230
	Iteration 18Q: 3 clusters Score -2681556 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2681728.750000 Penalty: 4996.761230
	Iteration 19Q: 3 clusters Score -2681729 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2681874.250000 Penalty: 4996.761230
	Iteration 20F: 3 clusters Score -2681874 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2682004.000000 Penalty: 4996.761230
	Iteration 21Q: 3 clusters Score -2682004 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -2682094.000000 Penalty: 4996.761230
	Iteration 22Q: 3 clusters Score -2682094 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -2682183.250000 Penalty: 4996.761230
	Iteration 23Q: 3 clusters Score -2682183 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2682256.000000 Penalty: 4996.761230
	Iteration 24Q: 3 clusters Score -2682256 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -2682314.250000 Penalty: 4996.761230
	Iteration 25Q: 3 clusters Score -2682314 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -2682371.000000 Penalty: 4996.761230
	Iteration 26Q: 3 clusters Score -2682371 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2682423.250000 Penalty: 4996.761230
	Iteration 27Q: 3 clusters Score -2682423 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -2682452.000000 Penalty: 4996.761230
	Iteration 28Q: 3 clusters Score -2682452 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -2682489.750000 Penalty: 4996.761230
	Iteration 29Q: 3 clusters Score -2682490 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -2682513.250000 Penalty: 4996.761230
	Iteration 30Q: 3 clusters Score -2682513 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -2682545.500000 Penalty: 4996.761230
	Iteration 31Q: 3 clusters Score -2682546 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -2682574.500000 Penalty: 4996.761230
	Iteration 32Q: 3 clusters Score -2682574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -2682587.000000 Penalty: 4996.761230
	Iteration 33Q: 3 clusters Score -2682587 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -2682595.250000 Penalty: 4996.761230
	Iteration 34Q: 3 clusters Score -2682595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -2682611.750000 Penalty: 4996.761230
	Iteration 35Q: 3 clusters Score -2682612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -2682621.000000 Penalty: 4996.761230
	Iteration 36Q: 3 clusters Score -2682621 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -2682632.000000 Penalty: 4996.761230
	Iteration 37Q: 3 clusters Score -2682632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -2682648.250000 Penalty: 4996.761230
	Iteration 38Q: 3 clusters Score -2682648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -2682668.500000 Penalty: 4996.761230
	Iteration 39Q: 3 clusters Score -2682668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -2682673.250000 Penalty: 4996.761230
	Iteration 40F: 3 clusters Score -2682673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -2682681.000000 Penalty: 4996.761230
	Iteration 41Q: 3 clusters Score -2682681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2682692.750000 Penalty: 4996.761230
	Iteration 42Q: 3 clusters Score -2682693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -2682702.250000 Penalty: 4996.761230
	Iteration 43Q: 3 clusters Score -2682702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -2682706.750000 Penalty: 4996.761230
	Iteration 44Q: 3 clusters Score -2682707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2682709.000000 Penalty: 4996.761230
	Iteration 45Q: 3 clusters Score -2682709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -2682721.000000 Penalty: 4996.761230
	Iteration 46Q: 3 clusters Score -2682721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -2682717.500000 Penalty: 4996.761230
	Iteration 47Q: 3 clusters Score -2682718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -2682731.000000 Penalty: 4996.761230
	Iteration 48Q: 3 clusters Score -2682731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -2682736.500000 Penalty: 4996.761230
	Iteration 49Q: 3 clusters Score -2682736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -2682752.500000 Penalty: 4996.761230
	Iteration 50Q: 3 clusters Score -2682752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -2682752.500000 Penalty: 4996.761230
	Iteration 51Q: 3 clusters Score -2682752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -2682769.250000 Penalty: 4996.761230
	Iteration 52Q: 3 clusters Score -2682769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -2682770.750000 Penalty: 4996.761230
	Iteration 53Q: 3 clusters Score -2682771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -2682770.500000 Penalty: 4996.761230
	Iteration 54Q: 3 clusters Score -2682770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -2682786.000000 Penalty: 4996.761230
	Iteration 55Q: 3 clusters Score -2682786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -2682793.500000 Penalty: 4996.761230
	Iteration 56Q: 3 clusters Score -2682794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -2682803.000000 Penalty: 4996.761230
	Iteration 57Q: 3 clusters Score -2682803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -2682812.000000 Penalty: 4996.761230
	Iteration 58Q: 3 clusters Score -2682812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -2682822.750000 Penalty: 4996.761230
	Iteration 59Q: 3 clusters Score -2682823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -2682837.250000 Penalty: 4996.761230
	Iteration 60F: 3 clusters Score -2682837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -2682863.750000 Penalty: 4996.761230
	Iteration 61Q: 3 clusters Score -2682864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -2682878.000000 Penalty: 4996.761230
	Iteration 62Q: 3 clusters Score -2682878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -2682887.250000 Penalty: 4996.761230
	Iteration 63Q: 3 clusters Score -2682887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -2682900.750000 Penalty: 4996.761230
	Iteration 64Q: 3 clusters Score -2682901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -2682907.250000 Penalty: 4996.761230
	Iteration 65Q: 3 clusters Score -2682907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -2682923.750000 Penalty: 4996.761230
	Iteration 66Q: 3 clusters Score -2682924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -2682927.000000 Penalty: 4996.761230
	Iteration 67Q: 3 clusters Score -2682927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -2682931.500000 Penalty: 4996.761230
	Iteration 68Q: 3 clusters Score -2682932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -2682935.750000 Penalty: 4996.761230
	Iteration 69Q: 3 clusters Score -2682936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -2682940.500000 Penalty: 4996.761230
	Iteration 70Q: 3 clusters Score -2682940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -2682939.250000 Penalty: 4996.761230
	Iteration 71Q: 3 clusters Score -2682939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -2682940.250000 Penalty: 4996.761230
	Iteration 72Q: 3 clusters Score -2682940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -2682941.000000 Penalty: 4996.761230
	Iteration 73Q: 3 clusters Score -2682941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -2682942.750000 Penalty: 4996.761230
	Iteration 74Q: 3 clusters Score -2682943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -2682942.750000 Penalty: 4996.761230
	Iteration 75F: 3 clusters Score -2682943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Entering Unmasked Estep 
Score: -2813403.750000 Penalty: 2494.226807
	Iteration 0F: 2 clusters Score -2813404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2797067.500000 Penalty: 4988.453613
	Iteration 0F: 3 clusters Score -2797068 nChanged 10343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2802620.250000 Penalty: 4988.453613
	Iteration 1F: 3 clusters Score -2802620 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2803099.250000 Penalty: 4988.453613
	Iteration 2F: 3 clusters Score -2803099 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2803637.250000 Penalty: 4988.453613
	Iteration 3Q: 3 clusters Score -2803637 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2804226.500000 Penalty: 4988.453613
	Iteration 4Q: 3 clusters Score -2804226 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2804851.500000 Penalty: 4988.453613
	Iteration 5Q: 3 clusters Score -2804852 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2805508.250000 Penalty: 4988.453613
	Iteration 6Q: 3 clusters Score -2805508 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -2806232.250000 Penalty: 4988.453613
	Iteration 7Q: 3 clusters Score -2806232 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2807010.500000 Penalty: 4988.453613
	Iteration 8F: 3 clusters Score -2807010 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2807838.000000 Penalty: 4988.453613
	Iteration 9Q: 3 clusters Score -2807838 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2808627.000000 Penalty: 4988.453613
	Iteration 10Q: 3 clusters Score -2808627 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -2809345.750000 Penalty: 4988.453613
	Iteration 11Q: 3 clusters Score -2809346 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2809854.000000 Penalty: 4988.453613
	Iteration 12Q: 3 clusters Score -2809854 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2810221.250000 Penalty: 4988.453613
	Iteration 13Q: 3 clusters Score -2810221 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -2810525.500000 Penalty: 4988.453613
	Iteration 14Q: 3 clusters Score -2810526 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -2810722.500000 Penalty: 4988.453613
	Iteration 15Q: 3 clusters Score -2810722 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2810875.250000 Penalty: 4988.453613
	Iteration 16Q: 3 clusters Score -2810875 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -2810992.000000 Penalty: 4988.453613
	Iteration 17Q: 3 clusters Score -2810992 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2811081.500000 Penalty: 4988.453613
	Iteration 18Q: 3 clusters Score -2811082 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2811159.250000 Penalty: 4988.453613
	Iteration 19Q: 3 clusters Score -2811159 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -2811224.250000 Penalty: 4988.453613
	Iteration 20F: 3 clusters Score -2811224 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -2811277.750000 Penalty: 4988.453613
	Iteration 21Q: 3 clusters Score -2811278 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -2811303.750000 Penalty: 4988.453613
	Iteration 22Q: 3 clusters Score -2811304 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2811325.500000 Penalty: 4988.453613
	Iteration 23Q: 3 clusters Score -2811326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -2811348.250000 Penalty: 4988.453613
	Iteration 24Q: 3 clusters Score -2811348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2811362.250000 Penalty: 4988.453613
	Iteration 25Q: 3 clusters Score -2811362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -2811383.000000 Penalty: 4988.453613
	Iteration 26Q: 3 clusters Score -2811383 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -2811394.250000 Penalty: 4988.453613
	Iteration 27Q: 3 clusters Score -2811394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -2811406.000000 Penalty: 4988.453613
	Iteration 28Q: 3 clusters Score -2811406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -2811417.000000 Penalty: 4988.453613
	Iteration 29Q: 3 clusters Score -2811417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -2811420.000000 Penalty: 4988.453613
	Iteration 30Q: 3 clusters Score -2811420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2811423.500000 Penalty: 4988.453613
	Iteration 31Q: 3 clusters Score -2811424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -2811424.250000 Penalty: 4988.453613
	Iteration 32Q: 3 clusters Score -2811424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2811428.750000 Penalty: 4988.453613
	Iteration 33Q: 3 clusters Score -2811429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -2811435.000000 Penalty: 4988.453613
	Iteration 34Q: 3 clusters Score -2811435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2811434.750000 Penalty: 4988.453613
	Iteration 35Q: 3 clusters Score -2811435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2811439.000000 Penalty: 4988.453613
	Iteration 36Q: 3 clusters Score -2811439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -2811436.250000 Penalty: 4988.453613
	Iteration 37Q: 3 clusters Score -2811436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2811433.000000 Penalty: 4988.453613
	Iteration 38Q: 3 clusters Score -2811433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -2811435.250000 Penalty: 4988.453613
	Iteration 39Q: 3 clusters Score -2811435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2811437.250000 Penalty: 4988.453613
	Iteration 40F: 3 clusters Score -2811437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -2811438.750000 Penalty: 4988.453613
	Iteration 41Q: 3 clusters Score -2811439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2811438.500000 Penalty: 4988.453613
	Iteration 42Q: 3 clusters Score -2811438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2811440.750000 Penalty: 4988.453613
	Iteration 43Q: 3 clusters Score -2811441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2811439.250000 Penalty: 4988.453613
	Iteration 44Q: 3 clusters Score -2811439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2811441.250000 Penalty: 4988.453613
	Iteration 45Q: 3 clusters Score -2811441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2811441.250000 Penalty: 4988.453613
	Iteration 46F: 3 clusters Score -2811441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Entering Unmasked Estep 
Score: -497952.250000 Penalty: 2063.047852
	Iteration 0F: 2 clusters Score -497952.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -493969.250000 Penalty: 4126.095703
	Iteration 0F: 3 clusters Score -493969.2 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -494794.656250 Penalty: 4126.095703
	Iteration 1F: 3 clusters Score -494794.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -495000.156250 Penalty: 4126.095703
	Iteration 2F: 3 clusters Score -495000.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -495112.250000 Penalty: 4126.095703
	Iteration 3Q: 3 clusters Score -495112.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -495195.593750 Penalty: 4126.095703
	Iteration 4Q: 3 clusters Score -495195.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -495247.812500 Penalty: 4126.095703
	Iteration 5Q: 3 clusters Score -495247.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -495280.812500 Penalty: 4126.095703
	Iteration 6Q: 3 clusters Score -495280.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -495311.593750 Penalty: 4126.095703
	Iteration 7Q: 3 clusters Score -495311.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -495341.125000 Penalty: 4126.095703
	Iteration 8Q: 3 clusters Score -495341.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -495357.406250 Penalty: 4126.095703
	Iteration 9Q: 3 clusters Score -495357.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -495370.656250 Penalty: 4126.095703
	Iteration 10Q: 3 clusters Score -495370.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -495378.906250 Penalty: 4126.095703
	Iteration 11Q: 3 clusters Score -495378.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -495386.343750 Penalty: 4126.095703
	Iteration 12Q: 3 clusters Score -495386.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -495397.187500 Penalty: 4126.095703
	Iteration 13Q: 3 clusters Score -495397.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -495405.281250 Penalty: 4126.095703
	Iteration 14Q: 3 clusters Score -495405.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -495416.093750 Penalty: 4126.095703
	Iteration 15Q: 3 clusters Score -495416.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -495426.093750 Penalty: 4126.095703
	Iteration 16Q: 3 clusters Score -495426.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -495433.125000 Penalty: 4126.095703
	Iteration 17Q: 3 clusters Score -495433.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -495440.937500 Penalty: 4126.095703
	Iteration 18Q: 3 clusters Score -495440.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -495447.187500 Penalty: 4126.095703
	Iteration 19Q: 3 clusters Score -495447.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -495453.062500 Penalty: 4126.095703
	Iteration 20F: 3 clusters Score -495453.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -495461.750000 Penalty: 4126.095703
	Iteration 21Q: 3 clusters Score -495461.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -495468.406250 Penalty: 4126.095703
	Iteration 22Q: 3 clusters Score -495468.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -495480.656250 Penalty: 4126.095703
	Iteration 23Q: 3 clusters Score -495480.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -495497.531250 Penalty: 4126.095703
	Iteration 24Q: 3 clusters Score -495497.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -495513.906250 Penalty: 4126.095703
	Iteration 25Q: 3 clusters Score -495513.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -495529.093750 Penalty: 4126.095703
	Iteration 26Q: 3 clusters Score -495529.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -495541.625000 Penalty: 4126.095703
	Iteration 27Q: 3 clusters Score -495541.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -495550.875000 Penalty: 4126.095703
	Iteration 28Q: 3 clusters Score -495550.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -495562.000000 Penalty: 4126.095703
	Iteration 29Q: 3 clusters Score -495562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -495567.125000 Penalty: 4126.095703
	Iteration 30Q: 3 clusters Score -495567.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -495576.468750 Penalty: 4126.095703
	Iteration 31Q: 3 clusters Score -495576.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -495588.093750 Penalty: 4126.095703
	Iteration 32Q: 3 clusters Score -495588.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -495597.093750 Penalty: 4126.095703
	Iteration 33Q: 3 clusters Score -495597.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -495604.875000 Penalty: 4126.095703
	Iteration 34Q: 3 clusters Score -495604.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -495614.281250 Penalty: 4126.095703
	Iteration 35Q: 3 clusters Score -495614.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -495623.875000 Penalty: 4126.095703
	Iteration 36Q: 3 clusters Score -495623.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -495635.156250 Penalty: 4126.095703
	Iteration 37Q: 3 clusters Score -495635.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -495647.531250 Penalty: 4126.095703
	Iteration 38Q: 3 clusters Score -495647.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -495662.062500 Penalty: 4126.095703
	Iteration 39Q: 3 clusters Score -495662.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -495673.875000 Penalty: 4126.095703
	Iteration 40F: 3 clusters Score -495673.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -495687.437500 Penalty: 4126.095703
	Iteration 41Q: 3 clusters Score -495687.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -495698.156250 Penalty: 4126.095703
	Iteration 42Q: 3 clusters Score -495698.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -495705.625000 Penalty: 4126.095703
	Iteration 43Q: 3 clusters Score -495705.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -495717.875000 Penalty: 4126.095703
	Iteration 44Q: 3 clusters Score -495717.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -495730.812500 Penalty: 4126.095703
	Iteration 45Q: 3 clusters Score -495730.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -495739.718750 Penalty: 4126.095703
	Iteration 46Q: 3 clusters Score -495739.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -495753.656250 Penalty: 4126.095703
	Iteration 47Q: 3 clusters Score -495753.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -495768.312500 Penalty: 4126.095703
	Iteration 48Q: 3 clusters Score -495768.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -495787.312500 Penalty: 4126.095703
	Iteration 49Q: 3 clusters Score -495787.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -495802.781250 Penalty: 4126.095703
	Iteration 50Q: 3 clusters Score -495802.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -495822.468750 Penalty: 4126.095703
	Iteration 51Q: 3 clusters Score -495822.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -495837.343750 Penalty: 4126.095703
	Iteration 52Q: 3 clusters Score -495837.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -495855.031250 Penalty: 4126.095703
	Iteration 53Q: 3 clusters Score -495855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -495872.406250 Penalty: 4126.095703
	Iteration 54Q: 3 clusters Score -495872.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -495887.406250 Penalty: 4126.095703
	Iteration 55Q: 3 clusters Score -495887.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -495903.843750 Penalty: 4126.095703
	Iteration 56Q: 3 clusters Score -495903.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -495917.468750 Penalty: 4126.095703
	Iteration 57Q: 3 clusters Score -495917.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -495932.312500 Penalty: 4126.095703
	Iteration 58Q: 3 clusters Score -495932.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -495944.718750 Penalty: 4126.095703
	Iteration 59Q: 3 clusters Score -495944.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -495961.906250 Penalty: 4126.095703
	Iteration 60F: 3 clusters Score -495961.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -495980.468750 Penalty: 4126.095703
	Iteration 61Q: 3 clusters Score -495980.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -495995.062500 Penalty: 4126.095703
	Iteration 62Q: 3 clusters Score -495995.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -496007.156250 Penalty: 4126.095703
	Iteration 63Q: 3 clusters Score -496007.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -496022.437500 Penalty: 4126.095703
	Iteration 64Q: 3 clusters Score -496022.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -496030.875000 Penalty: 4126.095703
	Iteration 65Q: 3 clusters Score -496030.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -496035.843750 Penalty: 4126.095703
	Iteration 66Q: 3 clusters Score -496035.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -496041.812500 Penalty: 4126.095703
	Iteration 67Q: 3 clusters Score -496041.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -496049.500000 Penalty: 4126.095703
	Iteration 68Q: 3 clusters Score -496049.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -496055.875000 Penalty: 4126.095703
	Iteration 69Q: 3 clusters Score -496055.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -496061.937500 Penalty: 4126.095703
	Iteration 70Q: 3 clusters Score -496061.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -496068.437500 Penalty: 4126.095703
	Iteration 71Q: 3 clusters Score -496068.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -496073.656250 Penalty: 4126.095703
	Iteration 72Q: 3 clusters Score -496073.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -496081.093750 Penalty: 4126.095703
	Iteration 73Q: 3 clusters Score -496081.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -496091.375000 Penalty: 4126.095703
	Iteration 74Q: 3 clusters Score -496091.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -496099.843750 Penalty: 4126.095703
	Iteration 75Q: 3 clusters Score -496099.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -496104.031250 Penalty: 4126.095703
	Iteration 76Q: 3 clusters Score -496104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -496109.750000 Penalty: 4126.095703
	Iteration 77Q: 3 clusters Score -496109.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -496120.156250 Penalty: 4126.095703
	Iteration 78Q: 3 clusters Score -496120.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -496131.406250 Penalty: 4126.095703
	Iteration 79Q: 3 clusters Score -496131.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -496137.281250 Penalty: 4126.095703
	Iteration 80F: 3 clusters Score -496137.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -496144.250000 Penalty: 4126.095703
	Iteration 81Q: 3 clusters Score -496144.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -496148.875000 Penalty: 4126.095703
	Iteration 82Q: 3 clusters Score -496148.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -496152.437500 Penalty: 4126.095703
	Iteration 83Q: 3 clusters Score -496152.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -496154.593750 Penalty: 4126.095703
	Iteration 84Q: 3 clusters Score -496154.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -496154.875000 Penalty: 4126.095703
	Iteration 85Q: 3 clusters Score -496154.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -496156.312500 Penalty: 4126.095703
	Iteration 86Q: 3 clusters Score -496156.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -496161.937500 Penalty: 4126.095703
	Iteration 87Q: 3 clusters Score -496161.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -496166.406250 Penalty: 4126.095703
	Iteration 88Q: 3 clusters Score -496166.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -496168.375000 Penalty: 4126.095703
	Iteration 89Q: 3 clusters Score -496168.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -496169.250000 Penalty: 4126.095703
	Iteration 90Q: 3 clusters Score -496169.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -496169.875000 Penalty: 4126.095703
	Iteration 91Q: 3 clusters Score -496169.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -496171.000000 Penalty: 4126.095703
	Iteration 92Q: 3 clusters Score -496171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -496171.500000 Penalty: 4126.095703
	Iteration 93Q: 3 clusters Score -496171.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -496173.531250 Penalty: 4126.095703
	Iteration 94Q: 3 clusters Score -496173.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -496175.687500 Penalty: 4126.095703
	Iteration 95Q: 3 clusters Score -496175.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -496176.156250 Penalty: 4126.095703
	Iteration 96Q: 3 clusters Score -496176.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -496177.718750 Penalty: 4126.095703
	Iteration 97Q: 3 clusters Score -496177.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -496178.312500 Penalty: 4126.095703
	Iteration 98Q: 3 clusters Score -496178.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -496178.437500 Penalty: 4126.095703
	Iteration 99Q: 3 clusters Score -496178.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -496178.437500 Penalty: 4126.095703
	Iteration 100F: 3 clusters Score -496178.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -76642.937500 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -76642.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -75026.851562 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -75026.85 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -75675.117188 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -75675.12 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -76467.085938 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -76467.09 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -76983.890625 Penalty: 3294.673340
	Iteration 3F: 3 clusters Score -76983.89 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -77211.539062 Penalty: 3294.673340
	Iteration 4F: 3 clusters Score -77211.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -77270.585938 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -77270.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -77293.148438 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -77293.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -77299.273438 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -77299.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -77303.851562 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -77303.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -77305.601562 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -77305.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -77309.609375 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -77309.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -77313.273438 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -77313.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -77321.359375 Penalty: 3294.673340
	Iteration 12Q: 3 clusters Score -77321.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -77339.632812 Penalty: 3294.673340
	Iteration 13Q: 3 clusters Score -77339.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -77402.648438 Penalty: 3294.673340
	Iteration 14Q: 3 clusters Score -77402.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -77672.484375 Penalty: 3294.673340
	Iteration 15Q: 3 clusters Score -77672.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -77988.625000 Penalty: 3294.673340
	Iteration 16Q: 3 clusters Score -77988.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -77997.062500 Penalty: 3294.673340
	Iteration 17Q: 3 clusters Score -77997.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -78008.328125 Penalty: 3294.673340
	Iteration 18Q: 3 clusters Score -78008.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -78009.843750 Penalty: 3294.673340
	Iteration 19Q: 3 clusters Score -78009.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -78009.843750 Penalty: 3294.673340
	Iteration 20F: 3 clusters Score -78009.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 4674 members 
Mstep: Class 3 contains 14644 members 
Mstep: Class 4 contains 4054 members 
Mstep: Class 5 contains 8389 members 
Mstep: Class 6 contains 1989 members 
Mstep: Class 7 contains 196357 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41304 members 
Mstep: Class 10 contains 278448 members 
Mstep: Class 11 contains 59318 members 
Mstep: Class 12 contains 295499 members 
Mstep: Class 13 contains 10441 members 
Mstep: Class 14 contains 31361 members 
Mstep: Class 15 contains 6798 members 
Mstep: Class 16 contains 19334 members 
Mstep: Class 17 contains 39358 members 
Mstep: Class 18 contains 9512 members 
Mstep: Class 19 contains 23721 members 
Mstep: Class 20 contains 23327 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 262 members 
Mstep: Class 23 contains 93432 members 
Mstep: Class 24 contains 79803 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 505 members 
Entering Unmasked Estep 
Score: -154575680.000000 Penalty: 90644.539062
Splitting cluster 22 changes total score from -154576256.000000 to -154575680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (93432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93432 members 
Entering Unmasked Estep 
Score: -11786608.000000 Penalty: 2838.357422
	Iteration 0F: 2 clusters Score -1.178661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -11724158.000000 Penalty: 5676.714844
	Iteration 0F: 3 clusters Score -1.172416e+07 nChanged 44111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -11748993.000000 Penalty: 5676.714844
	Iteration 1F: 3 clusters Score -1.174899e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -11749647.000000 Penalty: 5676.714844
	Iteration 2Q: 3 clusters Score -1.174965e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -11750254.000000 Penalty: 5676.714844
	Iteration 3Q: 3 clusters Score -1.175025e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -11751076.000000 Penalty: 5676.714844
	Iteration 4Q: 3 clusters Score -1.175108e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -11751935.000000 Penalty: 5676.714844
	Iteration 5Q: 3 clusters Score -1.175194e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -11753078.000000 Penalty: 5676.714844
	Iteration 6Q: 3 clusters Score -1.175308e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -11754749.000000 Penalty: 5676.714844
	Iteration 7Q: 3 clusters Score -1.175475e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -11757245.000000 Penalty: 5676.714844
	Iteration 8Q: 3 clusters Score -1.175724e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -11760750.000000 Penalty: 5676.714844
	Iteration 9F: 3 clusters Score -1.176075e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -11765069.000000 Penalty: 5676.714844
	Iteration 10F: 3 clusters Score -1.176507e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -11768569.000000 Penalty: 5676.714844
	Iteration 11F: 3 clusters Score -1.176857e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -11770321.000000 Penalty: 5676.714844
	Iteration 12Q: 3 clusters Score -1.177032e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -11770919.000000 Penalty: 5676.714844
	Iteration 13Q: 3 clusters Score -1.177092e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -11771315.000000 Penalty: 5676.714844
	Iteration 14Q: 3 clusters Score -1.177132e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -11771589.000000 Penalty: 5676.714844
	Iteration 15Q: 3 clusters Score -1.177159e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -11771848.000000 Penalty: 5676.714844
	Iteration 16Q: 3 clusters Score -1.177185e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -11772074.000000 Penalty: 5676.714844
	Iteration 17Q: 3 clusters Score -1.177207e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -11772409.000000 Penalty: 5676.714844
	Iteration 18Q: 3 clusters Score -1.177241e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -11772669.000000 Penalty: 5676.714844
	Iteration 19Q: 3 clusters Score -1.177267e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -11772856.000000 Penalty: 5676.714844
	Iteration 20F: 3 clusters Score -1.177286e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54613 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -11773051.000000 Penalty: 5676.714844
	Iteration 21Q: 3 clusters Score -1.177305e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -11773409.000000 Penalty: 5676.714844
	Iteration 22Q: 3 clusters Score -1.177341e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55970 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -11773710.000000 Penalty: 5676.714844
	Iteration 23Q: 3 clusters Score -1.177371e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56673 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -11773906.000000 Penalty: 5676.714844
	Iteration 24Q: 3 clusters Score -1.177391e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -11774253.000000 Penalty: 5676.714844
	Iteration 25Q: 3 clusters Score -1.177425e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58114 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -11774533.000000 Penalty: 5676.714844
	Iteration 26Q: 3 clusters Score -1.177453e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -11774826.000000 Penalty: 5676.714844
	Iteration 27Q: 3 clusters Score -1.177483e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -11775056.000000 Penalty: 5676.714844
	Iteration 28Q: 3 clusters Score -1.177506e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60287 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -11775294.000000 Penalty: 5676.714844
	Iteration 29Q: 3 clusters Score -1.177529e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -11775684.000000 Penalty: 5676.714844
	Iteration 30Q: 3 clusters Score -1.177568e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61776 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -11775963.000000 Penalty: 5676.714844
	Iteration 31Q: 3 clusters Score -1.177596e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62534 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -11776222.000000 Penalty: 5676.714844
	Iteration 32Q: 3 clusters Score -1.177622e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63301 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -11776549.000000 Penalty: 5676.714844
	Iteration 33Q: 3 clusters Score -1.177655e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64113 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -11776906.000000 Penalty: 5676.714844
	Iteration 34Q: 3 clusters Score -1.177691e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -11777150.000000 Penalty: 5676.714844
	Iteration 35Q: 3 clusters Score -1.177715e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65716 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -11777324.000000 Penalty: 5676.714844
	Iteration 36Q: 3 clusters Score -1.177732e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66516 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -11777512.000000 Penalty: 5676.714844
	Iteration 37Q: 3 clusters Score -1.177751e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67331 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -11777710.000000 Penalty: 5676.714844
	Iteration 38Q: 3 clusters Score -1.177771e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68148 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -11777872.000000 Penalty: 5676.714844
	Iteration 39Q: 3 clusters Score -1.177787e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68938 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -11777999.000000 Penalty: 5676.714844
	Iteration 40F: 3 clusters Score -1.1778e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69780 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -11778206.000000 Penalty: 5676.714844
	Iteration 41Q: 3 clusters Score -1.177821e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -11778364.000000 Penalty: 5676.714844
	Iteration 42Q: 3 clusters Score -1.177836e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71357 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -11778581.000000 Penalty: 5676.714844
	Iteration 43Q: 3 clusters Score -1.177858e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72133 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -11778739.000000 Penalty: 5676.714844
	Iteration 44Q: 3 clusters Score -1.177874e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72921 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -11778866.000000 Penalty: 5676.714844
	Iteration 45Q: 3 clusters Score -1.177887e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73684 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -11779012.000000 Penalty: 5676.714844
	Iteration 46Q: 3 clusters Score -1.177901e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74442 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -11779207.000000 Penalty: 5676.714844
	Iteration 47Q: 3 clusters Score -1.177921e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75214 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -11779314.000000 Penalty: 5676.714844
	Iteration 48Q: 3 clusters Score -1.177931e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75956 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -11779535.000000 Penalty: 5676.714844
	Iteration 49Q: 3 clusters Score -1.177954e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76659 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -11779618.000000 Penalty: 5676.714844
	Iteration 50Q: 3 clusters Score -1.177962e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77370 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -11779746.000000 Penalty: 5676.714844
	Iteration 51Q: 3 clusters Score -1.177975e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78053 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -11779936.000000 Penalty: 5676.714844
	Iteration 52Q: 3 clusters Score -1.177994e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78742 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -11780075.000000 Penalty: 5676.714844
	Iteration 53Q: 3 clusters Score -1.178008e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79402 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -11780248.000000 Penalty: 5676.714844
	Iteration 54Q: 3 clusters Score -1.178025e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80096 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -11780460.000000 Penalty: 5676.714844
	Iteration 55Q: 3 clusters Score -1.178046e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80776 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -11780620.000000 Penalty: 5676.714844
	Iteration 56Q: 3 clusters Score -1.178062e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81482 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -11780816.000000 Penalty: 5676.714844
	Iteration 57Q: 3 clusters Score -1.178082e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -11781021.000000 Penalty: 5676.714844
	Iteration 58Q: 3 clusters Score -1.178102e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82891 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -11781184.000000 Penalty: 5676.714844
	Iteration 59Q: 3 clusters Score -1.178118e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83567 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -11781360.000000 Penalty: 5676.714844
	Iteration 60F: 3 clusters Score -1.178136e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -11781513.000000 Penalty: 5676.714844
	Iteration 61Q: 3 clusters Score -1.178151e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84866 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -11781732.000000 Penalty: 5676.714844
	Iteration 62Q: 3 clusters Score -1.178173e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85460 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -11781929.000000 Penalty: 5676.714844
	Iteration 63Q: 3 clusters Score -1.178193e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86032 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -11782151.000000 Penalty: 5676.714844
	Iteration 64Q: 3 clusters Score -1.178215e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86576 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -11782297.000000 Penalty: 5676.714844
	Iteration 65Q: 3 clusters Score -1.17823e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87113 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -11782513.000000 Penalty: 5676.714844
	Iteration 66Q: 3 clusters Score -1.178251e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87605 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -11782656.000000 Penalty: 5676.714844
	Iteration 67Q: 3 clusters Score -1.178266e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88074 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -11782823.000000 Penalty: 5676.714844
	Iteration 68Q: 3 clusters Score -1.178282e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88509 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -11782980.000000 Penalty: 5676.714844
	Iteration 69Q: 3 clusters Score -1.178298e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88916 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -11783087.000000 Penalty: 5676.714844
	Iteration 70Q: 3 clusters Score -1.178309e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89287 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -11783178.000000 Penalty: 5676.714844
	Iteration 71Q: 3 clusters Score -1.178318e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89586 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -11783267.000000 Penalty: 5676.714844
	Iteration 72Q: 3 clusters Score -1.178327e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89875 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -11783362.000000 Penalty: 5676.714844
	Iteration 73Q: 3 clusters Score -1.178336e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90138 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -11783437.000000 Penalty: 5676.714844
	Iteration 74Q: 3 clusters Score -1.178344e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90394 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -11783533.000000 Penalty: 5676.714844
	Iteration 75Q: 3 clusters Score -1.178353e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90643 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -11783654.000000 Penalty: 5676.714844
	Iteration 76Q: 3 clusters Score -1.178365e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90837 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -11783694.000000 Penalty: 5676.714844
	Iteration 77Q: 3 clusters Score -1.178369e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91004 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -11783765.000000 Penalty: 5676.714844
	Iteration 78Q: 3 clusters Score -1.178376e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91148 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -11783794.000000 Penalty: 5676.714844
	Iteration 79Q: 3 clusters Score -1.178379e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91274 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -11783862.000000 Penalty: 5676.714844
	Iteration 80F: 3 clusters Score -1.178386e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91381 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -11783868.000000 Penalty: 5676.714844
	Iteration 81Q: 3 clusters Score -1.178387e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91490 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -11783918.000000 Penalty: 5676.714844
	Iteration 82Q: 3 clusters Score -1.178392e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91590 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -11783954.000000 Penalty: 5676.714844
	Iteration 83Q: 3 clusters Score -1.178395e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91677 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -11783959.000000 Penalty: 5676.714844
	Iteration 84Q: 3 clusters Score -1.178396e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91744 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -11783987.000000 Penalty: 5676.714844
	Iteration 85Q: 3 clusters Score -1.178399e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91813 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -11783996.000000 Penalty: 5676.714844
	Iteration 86Q: 3 clusters Score -1.1784e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91860 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -11784014.000000 Penalty: 5676.714844
	Iteration 87Q: 3 clusters Score -1.178401e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91895 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -11784038.000000 Penalty: 5676.714844
	Iteration 88Q: 3 clusters Score -1.178404e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91930 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -11784049.000000 Penalty: 5676.714844
	Iteration 89Q: 3 clusters Score -1.178405e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91958 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -11784065.000000 Penalty: 5676.714844
	Iteration 90Q: 3 clusters Score -1.178406e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91977 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -11784087.000000 Penalty: 5676.714844
	Iteration 91Q: 3 clusters Score -1.178409e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92005 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -11784089.000000 Penalty: 5676.714844
	Iteration 92Q: 3 clusters Score -1.178409e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92033 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -11784109.000000 Penalty: 5676.714844
	Iteration 93Q: 3 clusters Score -1.178411e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92056 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -11784117.000000 Penalty: 5676.714844
	Iteration 94Q: 3 clusters Score -1.178412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92073 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -11784135.000000 Penalty: 5676.714844
	Iteration 95Q: 3 clusters Score -1.178414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92087 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -11784140.000000 Penalty: 5676.714844
	Iteration 96Q: 3 clusters Score -1.178414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92095 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -11784145.000000 Penalty: 5676.714844
	Iteration 97Q: 3 clusters Score -1.178414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92101 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -11784148.000000 Penalty: 5676.714844
	Iteration 98Q: 3 clusters Score -1.178415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92107 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -11784164.000000 Penalty: 5676.714844
	Iteration 99Q: 3 clusters Score -1.178416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92115 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -11784171.000000 Penalty: 5676.714844
	Iteration 100F: 3 clusters Score -1.178417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92125 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -11784174.000000 Penalty: 5676.714844
	Iteration 101Q: 3 clusters Score -1.178417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92137 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -11784179.000000 Penalty: 5676.714844
	Iteration 102Q: 3 clusters Score -1.178418e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92152 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -11784181.000000 Penalty: 5676.714844
	Iteration 103Q: 3 clusters Score -1.178418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92159 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -11784192.000000 Penalty: 5676.714844
	Iteration 104Q: 3 clusters Score -1.178419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92168 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -11784195.000000 Penalty: 5676.714844
	Iteration 105Q: 3 clusters Score -1.17842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92173 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -11784194.000000 Penalty: 5676.714844
	Iteration 106Q: 3 clusters Score -1.178419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92181 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -11784209.000000 Penalty: 5676.714844
	Iteration 107Q: 3 clusters Score -1.178421e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92197 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -11784203.000000 Penalty: 5676.714844
	Iteration 108Q: 3 clusters Score -1.17842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92207 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -11784207.000000 Penalty: 5676.714844
	Iteration 109Q: 3 clusters Score -1.178421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92213 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -11784213.000000 Penalty: 5676.714844
	Iteration 110Q: 3 clusters Score -1.178421e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92227 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -11784216.000000 Penalty: 5676.714844
	Iteration 111Q: 3 clusters Score -1.178422e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92244 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -11784215.000000 Penalty: 5676.714844
	Iteration 112Q: 3 clusters Score -1.178422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92256 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -11784220.000000 Penalty: 5676.714844
	Iteration 113Q: 3 clusters Score -1.178422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92259 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -11784223.000000 Penalty: 5676.714844
	Iteration 114Q: 3 clusters Score -1.178422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92265 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -11784216.000000 Penalty: 5676.714844
	Iteration 115Q: 3 clusters Score -1.178422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92274 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -11784235.000000 Penalty: 5676.714844
	Iteration 116Q: 3 clusters Score -1.178424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92281 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -11784232.000000 Penalty: 5676.714844
	Iteration 117Q: 3 clusters Score -1.178423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92286 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -11784232.000000 Penalty: 5676.714844
	Iteration 118Q: 3 clusters Score -1.178423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92287 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -11784230.000000 Penalty: 5676.714844
	Iteration 119Q: 3 clusters Score -1.178423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92288 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -11784231.000000 Penalty: 5676.714844
	Iteration 120F: 3 clusters Score -1.178423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (79803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79803 members 
Entering Unmasked Estep 
Score: -9656577.000000 Penalty: 2799.254395
	Iteration 0F: 2 clusters Score -9656577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -9603198.000000 Penalty: 5598.508789
	Iteration 0F: 3 clusters Score -9603198 nChanged 37484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -9624434.000000 Penalty: 5598.508789
	Iteration 1F: 3 clusters Score -9624434 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -9625194.000000 Penalty: 5598.508789
	Iteration 2Q: 3 clusters Score -9625194 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -9625962.000000 Penalty: 5598.508789
	Iteration 3Q: 3 clusters Score -9625962 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -9627045.000000 Penalty: 5598.508789
	Iteration 4Q: 3 clusters Score -9627045 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -9628291.000000 Penalty: 5598.508789
	Iteration 5Q: 3 clusters Score -9628291 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -9630086.000000 Penalty: 5598.508789
	Iteration 6F: 3 clusters Score -9630086 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -9632562.000000 Penalty: 5598.508789
	Iteration 7F: 3 clusters Score -9632562 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -9635548.000000 Penalty: 5598.508789
	Iteration 8F: 3 clusters Score -9635548 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -9639106.000000 Penalty: 5598.508789
	Iteration 9F: 3 clusters Score -9639106 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -9642775.000000 Penalty: 5598.508789
	Iteration 10F: 3 clusters Score -9642775 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71084 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -9646299.000000 Penalty: 5598.508789
	Iteration 11F: 3 clusters Score -9646299 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74533 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -9649521.000000 Penalty: 5598.508789
	Iteration 12Q: 3 clusters Score -9649521 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77026 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -9651992.000000 Penalty: 5598.508789
	Iteration 13Q: 3 clusters Score -9651992 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78428 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -9653237.000000 Penalty: 5598.508789
	Iteration 14Q: 3 clusters Score -9653237 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79038 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9653748.000000 Penalty: 5598.508789
	Iteration 15Q: 3 clusters Score -9653748 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79265 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9653916.000000 Penalty: 5598.508789
	Iteration 16Q: 3 clusters Score -9653916 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79357 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9654011.000000 Penalty: 5598.508789
	Iteration 17Q: 3 clusters Score -9654011 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79411 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9654086.000000 Penalty: 5598.508789
	Iteration 18Q: 3 clusters Score -9654086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79425 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9654110.000000 Penalty: 5598.508789
	Iteration 19Q: 3 clusters Score -9654110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79433 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9654121.000000 Penalty: 5598.508789
	Iteration 20F: 3 clusters Score -9654121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79439 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9654125.000000 Penalty: 5598.508789
	Iteration 21Q: 3 clusters Score -9654125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79446 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9654138.000000 Penalty: 5598.508789
	Iteration 22Q: 3 clusters Score -9654138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79451 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9654169.000000 Penalty: 5598.508789
	Iteration 23Q: 3 clusters Score -9654169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79457 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9654166.000000 Penalty: 5598.508789
	Iteration 24Q: 3 clusters Score -9654166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79459 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9654173.000000 Penalty: 5598.508789
	Iteration 25Q: 3 clusters Score -9654173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79463 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9654172.000000 Penalty: 5598.508789
	Iteration 26Q: 3 clusters Score -9654172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79465 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9654169.000000 Penalty: 5598.508789
	Iteration 27Q: 3 clusters Score -9654169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79465 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9654175.000000 Penalty: 5598.508789
	Iteration 28Q: 3 clusters Score -9654175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79470 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9654183.000000 Penalty: 5598.508789
	Iteration 29Q: 3 clusters Score -9654183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79473 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9654194.000000 Penalty: 5598.508789
	Iteration 30Q: 3 clusters Score -9654194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79475 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9654198.000000 Penalty: 5598.508789
	Iteration 31Q: 3 clusters Score -9654198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79476 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9654205.000000 Penalty: 5598.508789
	Iteration 32Q: 3 clusters Score -9654205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79478 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9654204.000000 Penalty: 5598.508789
	Iteration 33Q: 3 clusters Score -9654204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79478 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9654204.000000 Penalty: 5598.508789
	Iteration 34Q: 3 clusters Score -9654204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79477 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9654198.000000 Penalty: 5598.508789
	Iteration 35Q: 3 clusters Score -9654198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79478 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9654206.000000 Penalty: 5598.508789
	Iteration 36Q: 3 clusters Score -9654206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79478 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9654206.000000 Penalty: 5598.508789
	Iteration 37F: 3 clusters Score -9654206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -98991.960938 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -98991.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -97195.429688 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -97195.43 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -97461.765625 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -97461.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -97566.515625 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -97566.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -97624.320312 Penalty: 3349.705322
	Iteration 3Q: 3 clusters Score -97624.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -97649.078125 Penalty: 3349.705322
	Iteration 4Q: 3 clusters Score -97649.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -97670.562500 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -97670.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -97691.273438 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -97691.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -97703.195312 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -97703.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -97717.085938 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -97717.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -97728.328125 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -97728.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -97732.835938 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -97732.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -97744.742188 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -97744.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -97751.062500 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -97751.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -97754.484375 Penalty: 3349.705322
	Iteration 13Q: 3 clusters Score -97754.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -97755.351562 Penalty: 3349.705322
	Iteration 14Q: 3 clusters Score -97755.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -97755.351562 Penalty: 3349.705322
	Iteration 15F: 3 clusters Score -97755.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 4674 members 
Mstep: Class 3 contains 14644 members 
Mstep: Class 4 contains 4054 members 
Mstep: Class 5 contains 8389 members 
Mstep: Class 6 contains 1989 members 
Mstep: Class 7 contains 196357 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41304 members 
Mstep: Class 10 contains 278448 members 
Mstep: Class 11 contains 59318 members 
Mstep: Class 12 contains 295499 members 
Mstep: Class 13 contains 10441 members 
Mstep: Class 14 contains 31361 members 
Mstep: Class 15 contains 6798 members 
Mstep: Class 16 contains 19334 members 
Mstep: Class 17 contains 39358 members 
Mstep: Class 18 contains 9512 members 
Mstep: Class 19 contains 23721 members 
Mstep: Class 20 contains 23327 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93432 members 
Mstep: Class 24 contains 79803 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576048.000000 Penalty: 87158.210938
Iteration 199Q: 26 clusters Score -1.54576e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 4703 members 
Mstep: Class 3 contains 14639 members 
Mstep: Class 4 contains 4049 members 
Mstep: Class 5 contains 8385 members 
Mstep: Class 6 contains 1986 members 
Mstep: Class 7 contains 196407 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41294 members 
Mstep: Class 10 contains 278466 members 
Mstep: Class 11 contains 59326 members 
Mstep: Class 12 contains 295472 members 
Mstep: Class 13 contains 10432 members 
Mstep: Class 14 contains 31362 members 
Mstep: Class 15 contains 6801 members 
Mstep: Class 16 contains 19334 members 
Mstep: Class 17 contains 39358 members 
Mstep: Class 18 contains 9508 members 
Mstep: Class 19 contains 23716 members 
Mstep: Class 20 contains 23325 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93400 members 
Mstep: Class 24 contains 79792 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154575856.000000 Penalty: 87158.210938
Iteration 200F: 26 clusters Score -1.545759e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 4736 members 
Mstep: Class 3 contains 14637 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 5 contains 8379 members 
Mstep: Class 6 contains 1973 members 
Mstep: Class 7 contains 196454 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41304 members 
Mstep: Class 10 contains 278498 members 
Mstep: Class 11 contains 59330 members 
Mstep: Class 12 contains 295436 members 
Mstep: Class 13 contains 10435 members 
Mstep: Class 14 contains 31362 members 
Mstep: Class 15 contains 6798 members 
Mstep: Class 16 contains 19334 members 
Mstep: Class 17 contains 39357 members 
Mstep: Class 18 contains 9501 members 
Mstep: Class 19 contains 23713 members 
Mstep: Class 20 contains 23323 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93374 members 
Mstep: Class 24 contains 79765 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154575872.000000 Penalty: 87158.210938
Iteration 201Q: 26 clusters Score -1.545759e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 4779 members 
Mstep: Class 3 contains 14645 members 
Mstep: Class 4 contains 4042 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 196483 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41313 members 
Mstep: Class 10 contains 278490 members 
Mstep: Class 11 contains 59342 members 
Mstep: Class 12 contains 295418 members 
Mstep: Class 13 contains 10437 members 
Mstep: Class 14 contains 31368 members 
Mstep: Class 15 contains 6801 members 
Mstep: Class 16 contains 19338 members 
Mstep: Class 17 contains 39355 members 
Mstep: Class 18 contains 9497 members 
Mstep: Class 19 contains 23705 members 
Mstep: Class 20 contains 23326 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93352 members 
Mstep: Class 24 contains 79730 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154575824.000000 Penalty: 87158.210938
Iteration 202Q: 26 clusters Score -1.545758e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 14645 members 
Mstep: Class 4 contains 4039 members 
Mstep: Class 5 contains 8364 members 
Mstep: Class 6 contains 1940 members 
Mstep: Class 7 contains 196546 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41327 members 
Mstep: Class 10 contains 278410 members 
Mstep: Class 11 contains 59353 members 
Mstep: Class 12 contains 295444 members 
Mstep: Class 13 contains 10432 members 
Mstep: Class 14 contains 31367 members 
Mstep: Class 15 contains 6802 members 
Mstep: Class 16 contains 19332 members 
Mstep: Class 17 contains 39354 members 
Mstep: Class 18 contains 9494 members 
Mstep: Class 19 contains 23711 members 
Mstep: Class 20 contains 23328 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93336 members 
Mstep: Class 24 contains 79686 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576112.000000 Penalty: 87158.210938
Iteration 203Q: 26 clusters Score -1.545761e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 4870 members 
Mstep: Class 3 contains 14643 members 
Mstep: Class 4 contains 4038 members 
Mstep: Class 5 contains 8358 members 
Mstep: Class 6 contains 1924 members 
Mstep: Class 7 contains 196625 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41348 members 
Mstep: Class 10 contains 278289 members 
Mstep: Class 11 contains 59359 members 
Mstep: Class 12 contains 295492 members 
Mstep: Class 13 contains 10430 members 
Mstep: Class 14 contains 31363 members 
Mstep: Class 15 contains 6801 members 
Mstep: Class 16 contains 19334 members 
Mstep: Class 17 contains 39363 members 
Mstep: Class 18 contains 9490 members 
Mstep: Class 19 contains 23701 members 
Mstep: Class 20 contains 23331 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93317 members 
Mstep: Class 24 contains 79638 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154575952.000000 Penalty: 87158.210938
Iteration 204Q: 26 clusters Score -1.54576e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 4913 members 
Mstep: Class 3 contains 14641 members 
Mstep: Class 4 contains 4038 members 
Mstep: Class 5 contains 8344 members 
Mstep: Class 6 contains 1931 members 
Mstep: Class 7 contains 196684 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41366 members 
Mstep: Class 10 contains 278166 members 
Mstep: Class 11 contains 59379 members 
Mstep: Class 12 contains 295534 members 
Mstep: Class 13 contains 10423 members 
Mstep: Class 14 contains 31370 members 
Mstep: Class 15 contains 6802 members 
Mstep: Class 16 contains 19329 members 
Mstep: Class 17 contains 39377 members 
Mstep: Class 18 contains 9489 members 
Mstep: Class 19 contains 23690 members 
Mstep: Class 20 contains 23330 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93300 members 
Mstep: Class 24 contains 79596 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154575936.000000 Penalty: 87158.210938
Iteration 205Q: 26 clusters Score -1.545759e+08 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 4950 members 
Mstep: Class 3 contains 14639 members 
Mstep: Class 4 contains 4039 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 1935 members 
Mstep: Class 7 contains 196734 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41379 members 
Mstep: Class 10 contains 278049 members 
Mstep: Class 11 contains 59386 members 
Mstep: Class 12 contains 295595 members 
Mstep: Class 13 contains 10429 members 
Mstep: Class 14 contains 31376 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 19332 members 
Mstep: Class 17 contains 39393 members 
Mstep: Class 18 contains 9489 members 
Mstep: Class 19 contains 23688 members 
Mstep: Class 20 contains 23330 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93284 members 
Mstep: Class 24 contains 79535 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154575952.000000 Penalty: 87158.210938
Iteration 206Q: 26 clusters Score -1.54576e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 14642 members 
Mstep: Class 4 contains 4039 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 196803 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41394 members 
Mstep: Class 10 contains 277891 members 
Mstep: Class 11 contains 59387 members 
Mstep: Class 12 contains 295680 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31383 members 
Mstep: Class 15 contains 6805 members 
Mstep: Class 16 contains 19331 members 
Mstep: Class 17 contains 39399 members 
Mstep: Class 18 contains 9486 members 
Mstep: Class 19 contains 23686 members 
Mstep: Class 20 contains 23329 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93279 members 
Mstep: Class 24 contains 79479 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576080.000000 Penalty: 87158.210938
Iteration 207Q: 26 clusters Score -1.545761e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 5027 members 
Mstep: Class 3 contains 14641 members 
Mstep: Class 4 contains 4037 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 1963 members 
Mstep: Class 7 contains 196861 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41398 members 
Mstep: Class 10 contains 277743 members 
Mstep: Class 11 contains 59383 members 
Mstep: Class 12 contains 295796 members 
Mstep: Class 13 contains 10411 members 
Mstep: Class 14 contains 31386 members 
Mstep: Class 15 contains 6806 members 
Mstep: Class 16 contains 19329 members 
Mstep: Class 17 contains 39408 members 
Mstep: Class 18 contains 9482 members 
Mstep: Class 19 contains 23688 members 
Mstep: Class 20 contains 23321 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93273 members 
Mstep: Class 24 contains 79424 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576000.000000 Penalty: 87158.210938
Iteration 208Q: 26 clusters Score -1.54576e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 5058 members 
Mstep: Class 3 contains 14637 members 
Mstep: Class 4 contains 4035 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 196923 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41406 members 
Mstep: Class 10 contains 277526 members 
Mstep: Class 11 contains 59390 members 
Mstep: Class 12 contains 295928 members 
Mstep: Class 13 contains 10401 members 
Mstep: Class 14 contains 31400 members 
Mstep: Class 15 contains 6808 members 
Mstep: Class 16 contains 19315 members 
Mstep: Class 17 contains 39419 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 23694 members 
Mstep: Class 20 contains 23318 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93270 members 
Mstep: Class 24 contains 79365 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576400.000000 Penalty: 87158.210938
Iteration 209Q: 26 clusters Score -1.545764e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 5072 members 
Mstep: Class 3 contains 14638 members 
Mstep: Class 4 contains 4034 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 196965 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41416 members 
Mstep: Class 10 contains 277378 members 
Mstep: Class 11 contains 59402 members 
Mstep: Class 12 contains 295990 members 
Mstep: Class 13 contains 10400 members 
Mstep: Class 14 contains 31403 members 
Mstep: Class 15 contains 6811 members 
Mstep: Class 16 contains 19299 members 
Mstep: Class 17 contains 39429 members 
Mstep: Class 18 contains 9469 members 
Mstep: Class 19 contains 23705 members 
Mstep: Class 20 contains 23309 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93277 members 
Mstep: Class 24 contains 79301 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576608.000000 Penalty: 87158.210938
Iteration 210Q: 26 clusters Score -1.545766e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 5084 members 
Mstep: Class 3 contains 14637 members 
Mstep: Class 4 contains 4033 members 
Mstep: Class 5 contains 8280 members 
Mstep: Class 6 contains 2162 members 
Mstep: Class 7 contains 197006 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41421 members 
Mstep: Class 10 contains 277231 members 
Mstep: Class 11 contains 59428 members 
Mstep: Class 12 contains 296065 members 
Mstep: Class 13 contains 10395 members 
Mstep: Class 14 contains 31407 members 
Mstep: Class 15 contains 6813 members 
Mstep: Class 16 contains 19283 members 
Mstep: Class 17 contains 39439 members 
Mstep: Class 18 contains 9468 members 
Mstep: Class 19 contains 23707 members 
Mstep: Class 20 contains 23301 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93278 members 
Mstep: Class 24 contains 79233 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577104.000000 Penalty: 87158.210938
Iteration 211Q: 26 clusters Score -1.545771e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 5104 members 
Mstep: Class 3 contains 14640 members 
Mstep: Class 4 contains 4030 members 
Mstep: Class 5 contains 8280 members 
Mstep: Class 6 contains 2218 members 
Mstep: Class 7 contains 197034 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41431 members 
Mstep: Class 10 contains 277052 members 
Mstep: Class 11 contains 59435 members 
Mstep: Class 12 contains 296209 members 
Mstep: Class 13 contains 10382 members 
Mstep: Class 14 contains 31414 members 
Mstep: Class 15 contains 6814 members 
Mstep: Class 16 contains 19272 members 
Mstep: Class 17 contains 39453 members 
Mstep: Class 18 contains 9467 members 
Mstep: Class 19 contains 23678 members 
Mstep: Class 20 contains 23304 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93276 members 
Mstep: Class 24 contains 79179 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577216.000000 Penalty: 87158.210938
Iteration 212Q: 26 clusters Score -1.545772e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 5104 members 
Mstep: Class 3 contains 14637 members 
Mstep: Class 4 contains 4029 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 197062 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41440 members 
Mstep: Class 10 contains 276917 members 
Mstep: Class 11 contains 59437 members 
Mstep: Class 12 contains 296325 members 
Mstep: Class 13 contains 10374 members 
Mstep: Class 14 contains 31419 members 
Mstep: Class 15 contains 6815 members 
Mstep: Class 16 contains 19268 members 
Mstep: Class 17 contains 39470 members 
Mstep: Class 18 contains 9463 members 
Mstep: Class 19 contains 23622 members 
Mstep: Class 20 contains 23295 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93287 members 
Mstep: Class 24 contains 79123 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577104.000000 Penalty: 87158.210938
Iteration 213Q: 26 clusters Score -1.545771e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 5101 members 
Mstep: Class 3 contains 14636 members 
Mstep: Class 4 contains 4027 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 197103 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41463 members 
Mstep: Class 10 contains 276798 members 
Mstep: Class 11 contains 59437 members 
Mstep: Class 12 contains 296388 members 
Mstep: Class 13 contains 10372 members 
Mstep: Class 14 contains 31431 members 
Mstep: Class 15 contains 6815 members 
Mstep: Class 16 contains 19269 members 
Mstep: Class 17 contains 39483 members 
Mstep: Class 18 contains 9462 members 
Mstep: Class 19 contains 23577 members 
Mstep: Class 20 contains 23287 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93296 members 
Mstep: Class 24 contains 79074 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577120.000000 Penalty: 87158.210938
Iteration 214Q: 26 clusters Score -1.545771e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 5096 members 
Mstep: Class 3 contains 14637 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 8298 members 
Mstep: Class 6 contains 2392 members 
Mstep: Class 7 contains 197145 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41470 members 
Mstep: Class 10 contains 276662 members 
Mstep: Class 11 contains 59440 members 
Mstep: Class 12 contains 296455 members 
Mstep: Class 13 contains 10386 members 
Mstep: Class 14 contains 31446 members 
Mstep: Class 15 contains 6815 members 
Mstep: Class 16 contains 19268 members 
Mstep: Class 17 contains 39499 members 
Mstep: Class 18 contains 9463 members 
Mstep: Class 19 contains 23538 members 
Mstep: Class 20 contains 23282 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93305 members 
Mstep: Class 24 contains 79041 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576848.000000 Penalty: 87158.210938
Iteration 215Q: 26 clusters Score -1.545768e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 5095 members 
Mstep: Class 3 contains 14641 members 
Mstep: Class 4 contains 4027 members 
Mstep: Class 5 contains 8302 members 
Mstep: Class 6 contains 2424 members 
Mstep: Class 7 contains 197176 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41484 members 
Mstep: Class 10 contains 276545 members 
Mstep: Class 11 contains 59453 members 
Mstep: Class 12 contains 296500 members 
Mstep: Class 13 contains 10390 members 
Mstep: Class 14 contains 31449 members 
Mstep: Class 15 contains 6815 members 
Mstep: Class 16 contains 19270 members 
Mstep: Class 17 contains 39510 members 
Mstep: Class 18 contains 9465 members 
Mstep: Class 19 contains 23500 members 
Mstep: Class 20 contains 23278 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93318 members 
Mstep: Class 24 contains 79002 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576880.000000 Penalty: 87158.210938
Iteration 216Q: 26 clusters Score -1.545769e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 5093 members 
Mstep: Class 3 contains 14644 members 
Mstep: Class 4 contains 4030 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 2447 members 
Mstep: Class 7 contains 197172 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41505 members 
Mstep: Class 10 contains 276470 members 
Mstep: Class 11 contains 59465 members 
Mstep: Class 12 contains 296526 members 
Mstep: Class 13 contains 10391 members 
Mstep: Class 14 contains 31453 members 
Mstep: Class 15 contains 6816 members 
Mstep: Class 16 contains 19276 members 
Mstep: Class 17 contains 39518 members 
Mstep: Class 18 contains 9467 members 
Mstep: Class 19 contains 23459 members 
Mstep: Class 20 contains 23274 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93326 members 
Mstep: Class 24 contains 78988 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576976.000000 Penalty: 87158.210938
Iteration 217Q: 26 clusters Score -1.54577e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 5086 members 
Mstep: Class 3 contains 14646 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 8316 members 
Mstep: Class 6 contains 2468 members 
Mstep: Class 7 contains 197193 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41520 members 
Mstep: Class 10 contains 276395 members 
Mstep: Class 11 contains 59479 members 
Mstep: Class 12 contains 296533 members 
Mstep: Class 13 contains 10392 members 
Mstep: Class 14 contains 31458 members 
Mstep: Class 15 contains 6817 members 
Mstep: Class 16 contains 19280 members 
Mstep: Class 17 contains 39539 members 
Mstep: Class 18 contains 9469 members 
Mstep: Class 19 contains 23424 members 
Mstep: Class 20 contains 23270 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93334 members 
Mstep: Class 24 contains 78969 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577040.000000 Penalty: 87158.210938
Iteration 218Q: 26 clusters Score -1.54577e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 5085 members 
Mstep: Class 3 contains 14649 members 
Mstep: Class 4 contains 4027 members 
Mstep: Class 5 contains 8320 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 197232 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41535 members 
Mstep: Class 10 contains 276356 members 
Mstep: Class 11 contains 59484 members 
Mstep: Class 12 contains 296512 members 
Mstep: Class 13 contains 10393 members 
Mstep: Class 14 contains 31459 members 
Mstep: Class 15 contains 6817 members 
Mstep: Class 16 contains 19286 members 
Mstep: Class 17 contains 39552 members 
Mstep: Class 18 contains 9469 members 
Mstep: Class 19 contains 23388 members 
Mstep: Class 20 contains 23269 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93349 members 
Mstep: Class 24 contains 78947 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576912.000000 Penalty: 87158.210938
Iteration 219Q: 26 clusters Score -1.545769e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 5084 members 
Mstep: Class 3 contains 14652 members 
Mstep: Class 4 contains 4029 members 
Mstep: Class 5 contains 8322 members 
Mstep: Class 6 contains 2490 members 
Mstep: Class 7 contains 197276 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41553 members 
Mstep: Class 10 contains 276310 members 
Mstep: Class 11 contains 59490 members 
Mstep: Class 12 contains 296507 members 
Mstep: Class 13 contains 10390 members 
Mstep: Class 14 contains 31456 members 
Mstep: Class 15 contains 6817 members 
Mstep: Class 16 contains 19290 members 
Mstep: Class 17 contains 39558 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 23364 members 
Mstep: Class 20 contains 23265 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93349 members 
Mstep: Class 24 contains 78930 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577088.000000 Penalty: 87158.210938
Iteration 220F: 26 clusters Score -1.545771e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 5084 members 
Mstep: Class 3 contains 14655 members 
Mstep: Class 4 contains 4030 members 
Mstep: Class 5 contains 8324 members 
Mstep: Class 6 contains 2493 members 
Mstep: Class 7 contains 197322 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41570 members 
Mstep: Class 10 contains 276272 members 
Mstep: Class 11 contains 59492 members 
Mstep: Class 12 contains 296493 members 
Mstep: Class 13 contains 10389 members 
Mstep: Class 14 contains 31461 members 
Mstep: Class 15 contains 6817 members 
Mstep: Class 16 contains 19292 members 
Mstep: Class 17 contains 39566 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 23334 members 
Mstep: Class 20 contains 23268 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93348 members 
Mstep: Class 24 contains 78914 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576992.000000 Penalty: 87158.210938
Iteration 221Q: 26 clusters Score -1.54577e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 5084 members 
Mstep: Class 3 contains 14652 members 
Mstep: Class 4 contains 4029 members 
Mstep: Class 5 contains 8326 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 197351 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41582 members 
Mstep: Class 10 contains 276236 members 
Mstep: Class 11 contains 59506 members 
Mstep: Class 12 contains 296488 members 
Mstep: Class 13 contains 10387 members 
Mstep: Class 14 contains 31460 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 19295 members 
Mstep: Class 17 contains 39579 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 23312 members 
Mstep: Class 20 contains 23267 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93354 members 
Mstep: Class 24 contains 78892 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576528.000000 Penalty: 87158.210938
Iteration 222Q: 26 clusters Score -1.545765e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 5084 members 
Mstep: Class 3 contains 14654 members 
Mstep: Class 4 contains 4029 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 197381 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41591 members 
Mstep: Class 10 contains 276190 members 
Mstep: Class 11 contains 59506 members 
Mstep: Class 12 contains 296491 members 
Mstep: Class 13 contains 10385 members 
Mstep: Class 14 contains 31462 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 19295 members 
Mstep: Class 17 contains 39594 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 23295 members 
Mstep: Class 20 contains 23261 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93362 members 
Mstep: Class 24 contains 78883 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576688.000000 Penalty: 87158.210938
Iteration 223Q: 26 clusters Score -1.545767e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 5084 members 
Mstep: Class 3 contains 14655 members 
Mstep: Class 4 contains 4029 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 197390 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41599 members 
Mstep: Class 10 contains 276156 members 
Mstep: Class 11 contains 59517 members 
Mstep: Class 12 contains 296471 members 
Mstep: Class 13 contains 10384 members 
Mstep: Class 14 contains 31475 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 19295 members 
Mstep: Class 17 contains 39606 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 23282 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93376 members 
Mstep: Class 24 contains 78876 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576992.000000 Penalty: 87158.210938
Iteration 224Q: 26 clusters Score -1.54577e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 5083 members 
Mstep: Class 3 contains 14657 members 
Mstep: Class 4 contains 4029 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 197404 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41612 members 
Mstep: Class 10 contains 276123 members 
Mstep: Class 11 contains 59529 members 
Mstep: Class 12 contains 296457 members 
Mstep: Class 13 contains 10382 members 
Mstep: Class 14 contains 31483 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 19294 members 
Mstep: Class 17 contains 39603 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 23272 members 
Mstep: Class 20 contains 23261 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93389 members 
Mstep: Class 24 contains 78866 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577104.000000 Penalty: 87158.210938
Iteration 225Q: 26 clusters Score -1.545771e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 5082 members 
Mstep: Class 3 contains 14657 members 
Mstep: Class 4 contains 4030 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 197421 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41624 members 
Mstep: Class 10 contains 276128 members 
Mstep: Class 11 contains 59546 members 
Mstep: Class 12 contains 296405 members 
Mstep: Class 13 contains 10373 members 
Mstep: Class 14 contains 31486 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 19297 members 
Mstep: Class 17 contains 39606 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 23265 members 
Mstep: Class 20 contains 23261 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93400 members 
Mstep: Class 24 contains 78857 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577136.000000 Penalty: 87158.210938
Iteration 226Q: 26 clusters Score -1.545771e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 5080 members 
Mstep: Class 3 contains 14662 members 
Mstep: Class 4 contains 4029 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 197426 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41633 members 
Mstep: Class 10 contains 276163 members 
Mstep: Class 11 contains 59565 members 
Mstep: Class 12 contains 296345 members 
Mstep: Class 13 contains 10374 members 
Mstep: Class 14 contains 31488 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 19299 members 
Mstep: Class 17 contains 39611 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 23253 members 
Mstep: Class 20 contains 23261 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93397 members 
Mstep: Class 24 contains 78841 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577200.000000 Penalty: 87158.210938
Iteration 227Q: 26 clusters Score -1.545772e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 5078 members 
Mstep: Class 3 contains 14661 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 197436 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41640 members 
Mstep: Class 10 contains 276241 members 
Mstep: Class 11 contains 59579 members 
Mstep: Class 12 contains 296237 members 
Mstep: Class 13 contains 10375 members 
Mstep: Class 14 contains 31485 members 
Mstep: Class 15 contains 6821 members 
Mstep: Class 16 contains 19302 members 
Mstep: Class 17 contains 39613 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 23243 members 
Mstep: Class 20 contains 23264 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93388 members 
Mstep: Class 24 contains 78830 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577264.000000 Penalty: 87158.210938
Iteration 228Q: 26 clusters Score -1.545773e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 5077 members 
Mstep: Class 3 contains 14661 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 197437 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41651 members 
Mstep: Class 10 contains 276386 members 
Mstep: Class 11 contains 59583 members 
Mstep: Class 12 contains 296100 members 
Mstep: Class 13 contains 10377 members 
Mstep: Class 14 contains 31484 members 
Mstep: Class 15 contains 6821 members 
Mstep: Class 16 contains 19304 members 
Mstep: Class 17 contains 39612 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 23231 members 
Mstep: Class 20 contains 23265 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93378 members 
Mstep: Class 24 contains 78814 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577376.000000 Penalty: 87158.210938
Iteration 229Q: 26 clusters Score -1.545774e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 5076 members 
Mstep: Class 3 contains 14659 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 197434 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 41650 members 
Mstep: Class 10 contains 276500 members 
Mstep: Class 11 contains 59590 members 
Mstep: Class 12 contains 296001 members 
Mstep: Class 13 contains 10376 members 
Mstep: Class 14 contains 31490 members 
Mstep: Class 15 contains 6824 members 
Mstep: Class 16 contains 19303 members 
Mstep: Class 17 contains 39614 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 23220 members 
Mstep: Class 20 contains 23266 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93367 members 
Mstep: Class 24 contains 78797 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577584.000000 Penalty: 87158.210938
Iteration 230Q: 26 clusters Score -1.545776e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 5076 members 
Mstep: Class 3 contains 14661 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 197440 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41652 members 
Mstep: Class 10 contains 276620 members 
Mstep: Class 11 contains 59595 members 
Mstep: Class 12 contains 295878 members 
Mstep: Class 13 contains 10378 members 
Mstep: Class 14 contains 31495 members 
Mstep: Class 15 contains 6825 members 
Mstep: Class 16 contains 19309 members 
Mstep: Class 17 contains 39615 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 23206 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93354 members 
Mstep: Class 24 contains 78775 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577680.000000 Penalty: 87158.210938
Iteration 231Q: 26 clusters Score -1.545777e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 5075 members 
Mstep: Class 3 contains 14664 members 
Mstep: Class 4 contains 4029 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 197449 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41658 members 
Mstep: Class 10 contains 276772 members 
Mstep: Class 11 contains 59598 members 
Mstep: Class 12 contains 295742 members 
Mstep: Class 13 contains 10378 members 
Mstep: Class 14 contains 31491 members 
Mstep: Class 15 contains 6830 members 
Mstep: Class 16 contains 19311 members 
Mstep: Class 17 contains 39616 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 23200 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93336 members 
Mstep: Class 24 contains 78757 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578016.000000 Penalty: 87158.210938
Iteration 232Q: 26 clusters Score -1.54578e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 5075 members 
Mstep: Class 3 contains 14663 members 
Mstep: Class 4 contains 4029 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 197448 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41670 members 
Mstep: Class 10 contains 276883 members 
Mstep: Class 11 contains 59600 members 
Mstep: Class 12 contains 295669 members 
Mstep: Class 13 contains 10382 members 
Mstep: Class 14 contains 31491 members 
Mstep: Class 15 contains 6832 members 
Mstep: Class 16 contains 19310 members 
Mstep: Class 17 contains 39614 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 23190 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93313 members 
Mstep: Class 24 contains 78736 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577888.000000 Penalty: 87158.210938
Iteration 233Q: 26 clusters Score -1.545779e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 5075 members 
Mstep: Class 3 contains 14662 members 
Mstep: Class 4 contains 4027 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 197444 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41669 members 
Mstep: Class 10 contains 277004 members 
Mstep: Class 11 contains 59596 members 
Mstep: Class 12 contains 295609 members 
Mstep: Class 13 contains 10382 members 
Mstep: Class 14 contains 31488 members 
Mstep: Class 15 contains 6832 members 
Mstep: Class 16 contains 19309 members 
Mstep: Class 17 contains 39611 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 23177 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93294 members 
Mstep: Class 24 contains 78716 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578080.000000 Penalty: 87158.210938
Iteration 234Q: 26 clusters Score -1.545781e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 14658 members 
Mstep: Class 4 contains 4027 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 197442 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41672 members 
Mstep: Class 10 contains 277151 members 
Mstep: Class 11 contains 59587 members 
Mstep: Class 12 contains 295503 members 
Mstep: Class 13 contains 10385 members 
Mstep: Class 14 contains 31489 members 
Mstep: Class 15 contains 6831 members 
Mstep: Class 16 contains 19309 members 
Mstep: Class 17 contains 39610 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 23168 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93284 members 
Mstep: Class 24 contains 78692 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578064.000000 Penalty: 87158.210938
Iteration 235Q: 26 clusters Score -1.545781e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 14657 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 197454 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41671 members 
Mstep: Class 10 contains 277314 members 
Mstep: Class 11 contains 59594 members 
Mstep: Class 12 contains 295349 members 
Mstep: Class 13 contains 10385 members 
Mstep: Class 14 contains 31492 members 
Mstep: Class 15 contains 6831 members 
Mstep: Class 16 contains 19305 members 
Mstep: Class 17 contains 39616 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 23151 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93274 members 
Mstep: Class 24 contains 78668 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577968.000000 Penalty: 87158.210938
Iteration 236Q: 26 clusters Score -1.54578e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 5076 members 
Mstep: Class 3 contains 14659 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 197465 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41661 members 
Mstep: Class 10 contains 277481 members 
Mstep: Class 11 contains 59597 members 
Mstep: Class 12 contains 295192 members 
Mstep: Class 13 contains 10393 members 
Mstep: Class 14 contains 31503 members 
Mstep: Class 15 contains 6830 members 
Mstep: Class 16 contains 19306 members 
Mstep: Class 17 contains 39621 members 
Mstep: Class 18 contains 9473 members 
Mstep: Class 19 contains 23138 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93256 members 
Mstep: Class 24 contains 78640 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578272.000000 Penalty: 87158.210938
Iteration 237Q: 26 clusters Score -1.545783e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 5075 members 
Mstep: Class 3 contains 14659 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 197483 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41657 members 
Mstep: Class 10 contains 277637 members 
Mstep: Class 11 contains 59592 members 
Mstep: Class 12 contains 295049 members 
Mstep: Class 13 contains 10397 members 
Mstep: Class 14 contains 31511 members 
Mstep: Class 15 contains 6833 members 
Mstep: Class 16 contains 19308 members 
Mstep: Class 17 contains 39629 members 
Mstep: Class 18 contains 9473 members 
Mstep: Class 19 contains 23126 members 
Mstep: Class 20 contains 23274 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93251 members 
Mstep: Class 24 contains 78606 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578448.000000 Penalty: 87158.210938
Iteration 238Q: 26 clusters Score -1.545784e+08 nChanged 554
Entering ConstructFrom: 
Score: -154578448.000000 Penalty: 87158.210938
Entering ConstructFrom: 
Trying to split cluster 1 (25730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Entering Unmasked Estep 
Score: -3203946.250000 Penalty: 2518.542236
	Iteration 0F: 2 clusters Score -3203946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -3186137.250000 Penalty: 5037.084473
	Iteration 0F: 3 clusters Score -3186137 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3192398.250000 Penalty: 5037.084473
	Iteration 1F: 3 clusters Score -3192398 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -3192836.500000 Penalty: 5037.084473
	Iteration 2Q: 3 clusters Score -3192836 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -3193263.500000 Penalty: 5037.084473
	Iteration 3Q: 3 clusters Score -3193264 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -3193646.500000 Penalty: 5037.084473
	Iteration 4Q: 3 clusters Score -3193646 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -3194045.500000 Penalty: 5037.084473
	Iteration 5Q: 3 clusters Score -3194046 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -3194513.500000 Penalty: 5037.084473
	Iteration 6Q: 3 clusters Score -3194514 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -3195059.500000 Penalty: 5037.084473
	Iteration 7Q: 3 clusters Score -3195060 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -3195814.750000 Penalty: 5037.084473
	Iteration 8Q: 3 clusters Score -3195815 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -3196703.250000 Penalty: 5037.084473
	Iteration 9F: 3 clusters Score -3196703 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -3197762.500000 Penalty: 5037.084473
	Iteration 10F: 3 clusters Score -3197762 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -3198993.500000 Penalty: 5037.084473
	Iteration 11F: 3 clusters Score -3198994 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3200011.750000 Penalty: 5037.084473
	Iteration 12Q: 3 clusters Score -3200012 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -3200819.500000 Penalty: 5037.084473
	Iteration 13Q: 3 clusters Score -3200820 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3201316.750000 Penalty: 5037.084473
	Iteration 14Q: 3 clusters Score -3201317 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -3201624.250000 Penalty: 5037.084473
	Iteration 15Q: 3 clusters Score -3201624 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3201861.750000 Penalty: 5037.084473
	Iteration 16Q: 3 clusters Score -3201862 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -3202022.500000 Penalty: 5037.084473
	Iteration 17Q: 3 clusters Score -3202022 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -3202149.500000 Penalty: 5037.084473
	Iteration 18Q: 3 clusters Score -3202150 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -3202237.750000 Penalty: 5037.084473
	Iteration 19Q: 3 clusters Score -3202238 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -3202307.250000 Penalty: 5037.084473
	Iteration 20F: 3 clusters Score -3202307 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -3202367.000000 Penalty: 5037.084473
	Iteration 21Q: 3 clusters Score -3202367 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -3202397.250000 Penalty: 5037.084473
	Iteration 22Q: 3 clusters Score -3202397 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -3202427.250000 Penalty: 5037.084473
	Iteration 23Q: 3 clusters Score -3202427 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -3202466.500000 Penalty: 5037.084473
	Iteration 24Q: 3 clusters Score -3202466 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -3202470.750000 Penalty: 5037.084473
	Iteration 25Q: 3 clusters Score -3202471 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -3202500.250000 Penalty: 5037.084473
	Iteration 26Q: 3 clusters Score -3202500 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -3202522.750000 Penalty: 5037.084473
	Iteration 27Q: 3 clusters Score -3202523 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -3202537.250000 Penalty: 5037.084473
	Iteration 28Q: 3 clusters Score -3202537 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -3202538.750000 Penalty: 5037.084473
	Iteration 29Q: 3 clusters Score -3202539 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -3202559.250000 Penalty: 5037.084473
	Iteration 30Q: 3 clusters Score -3202559 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -3202561.250000 Penalty: 5037.084473
	Iteration 31Q: 3 clusters Score -3202561 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -3202575.250000 Penalty: 5037.084473
	Iteration 32Q: 3 clusters Score -3202575 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -3202577.500000 Penalty: 5037.084473
	Iteration 33Q: 3 clusters Score -3202578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -3202581.500000 Penalty: 5037.084473
	Iteration 34Q: 3 clusters Score -3202582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -3202589.750000 Penalty: 5037.084473
	Iteration 35Q: 3 clusters Score -3202590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -3202589.250000 Penalty: 5037.084473
	Iteration 36Q: 3 clusters Score -3202589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -3202594.250000 Penalty: 5037.084473
	Iteration 37Q: 3 clusters Score -3202594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -3202600.750000 Penalty: 5037.084473
	Iteration 38Q: 3 clusters Score -3202601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3202601.500000 Penalty: 5037.084473
	Iteration 39Q: 3 clusters Score -3202602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -3202595.750000 Penalty: 5037.084473
	Iteration 40F: 3 clusters Score -3202596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -3202596.750000 Penalty: 5037.084473
	Iteration 41Q: 3 clusters Score -3202597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -3202598.250000 Penalty: 5037.084473
	Iteration 42Q: 3 clusters Score -3202598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -3202599.250000 Penalty: 5037.084473
	Iteration 43Q: 3 clusters Score -3202599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -3202600.000000 Penalty: 5037.084473
	Iteration 44Q: 3 clusters Score -3202600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -3202601.000000 Penalty: 5037.084473
	Iteration 45Q: 3 clusters Score -3202601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -3202601.000000 Penalty: 5037.084473
	Iteration 46F: 3 clusters Score -3202601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Entering Unmasked Estep 
Score: -502318.375000 Penalty: 2115.956299
	Iteration 0F: 2 clusters Score -502318.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -497944.593750 Penalty: 4231.912598
	Iteration 0F: 3 clusters Score -497944.6 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -499635.031250 Penalty: 4231.912598
	Iteration 1F: 3 clusters Score -499635 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -500841.312500 Penalty: 4231.912598
	Iteration 2F: 3 clusters Score -500841.3 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -501880.687500 Penalty: 4231.912598
	Iteration 3F: 3 clusters Score -501880.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -502349.218750 Penalty: 4231.912598
	Iteration 4F: 3 clusters Score -502349.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -502535.093750 Penalty: 4231.912598
	Iteration 5Q: 3 clusters Score -502535.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -502606.031250 Penalty: 4231.912598
	Iteration 6Q: 3 clusters Score -502606 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -502636.687500 Penalty: 4231.912598
	Iteration 7Q: 3 clusters Score -502636.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -502652.156250 Penalty: 4231.912598
	Iteration 8Q: 3 clusters Score -502652.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -502658.468750 Penalty: 4231.912598
	Iteration 9Q: 3 clusters Score -502658.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -502661.687500 Penalty: 4231.912598
	Iteration 10Q: 3 clusters Score -502661.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -502664.531250 Penalty: 4231.912598
	Iteration 11Q: 3 clusters Score -502664.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -502665.750000 Penalty: 4231.912598
	Iteration 12Q: 3 clusters Score -502665.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -502666.093750 Penalty: 4231.912598
	Iteration 13Q: 3 clusters Score -502666.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -502666.281250 Penalty: 4231.912598
	Iteration 14Q: 3 clusters Score -502666.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -502666.781250 Penalty: 4231.912598
	Iteration 15Q: 3 clusters Score -502666.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -502668.750000 Penalty: 4231.912598
	Iteration 16Q: 3 clusters Score -502668.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -502668.625000 Penalty: 4231.912598
	Iteration 17Q: 3 clusters Score -502668.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -502668.625000 Penalty: 4231.912598
	Iteration 18F: 3 clusters Score -502668.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 1923 members 
Mstep: Class 3 contains 14658 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 197474 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41655 members 
Mstep: Class 10 contains 277783 members 
Mstep: Class 11 contains 59601 members 
Mstep: Class 12 contains 294918 members 
Mstep: Class 13 contains 10399 members 
Mstep: Class 14 contains 31522 members 
Mstep: Class 15 contains 6835 members 
Mstep: Class 16 contains 19310 members 
Mstep: Class 17 contains 39633 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 23119 members 
Mstep: Class 20 contains 23275 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93246 members 
Mstep: Class 24 contains 78577 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 3152 members 
Entering Unmasked Estep 
Score: -154578256.000000 Penalty: 90644.539062
Splitting cluster 2 changes total score from -154578448.000000 to -154578256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (14658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Entering Unmasked Estep 
Score: -1753057.500000 Penalty: 2379.000000
	Iteration 0F: 2 clusters Score -1753058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1742348.500000 Penalty: 4758.000000
	Iteration 0F: 3 clusters Score -1742348 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1745708.625000 Penalty: 4758.000000
	Iteration 1F: 3 clusters Score -1745709 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1746250.125000 Penalty: 4758.000000
	Iteration 2F: 3 clusters Score -1746250 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1746783.625000 Penalty: 4758.000000
	Iteration 3F: 3 clusters Score -1746784 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1747435.500000 Penalty: 4758.000000
	Iteration 4F: 3 clusters Score -1747436 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1748109.375000 Penalty: 4758.000000
	Iteration 5F: 3 clusters Score -1748109 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1748763.500000 Penalty: 4758.000000
	Iteration 6F: 3 clusters Score -1748764 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1749362.375000 Penalty: 4758.000000
	Iteration 7F: 3 clusters Score -1749362 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1749840.375000 Penalty: 4758.000000
	Iteration 8F: 3 clusters Score -1749840 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1750184.875000 Penalty: 4758.000000
	Iteration 9Q: 3 clusters Score -1750185 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1750425.125000 Penalty: 4758.000000
	Iteration 10Q: 3 clusters Score -1750425 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1750599.000000 Penalty: 4758.000000
	Iteration 11Q: 3 clusters Score -1750599 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1750704.375000 Penalty: 4758.000000
	Iteration 12Q: 3 clusters Score -1750704 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1750774.375000 Penalty: 4758.000000
	Iteration 13Q: 3 clusters Score -1750774 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1750837.125000 Penalty: 4758.000000
	Iteration 14Q: 3 clusters Score -1750837 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1750887.750000 Penalty: 4758.000000
	Iteration 15Q: 3 clusters Score -1750888 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1750944.500000 Penalty: 4758.000000
	Iteration 16Q: 3 clusters Score -1750944 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1750967.875000 Penalty: 4758.000000
	Iteration 17Q: 3 clusters Score -1750968 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1750992.500000 Penalty: 4758.000000
	Iteration 18Q: 3 clusters Score -1750992 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1751010.750000 Penalty: 4758.000000
	Iteration 19Q: 3 clusters Score -1751011 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1751012.375000 Penalty: 4758.000000
	Iteration 20F: 3 clusters Score -1751012 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1751029.375000 Penalty: 4758.000000
	Iteration 21Q: 3 clusters Score -1751029 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1751040.500000 Penalty: 4758.000000
	Iteration 22Q: 3 clusters Score -1751040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1751052.000000 Penalty: 4758.000000
	Iteration 23Q: 3 clusters Score -1751052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1751055.625000 Penalty: 4758.000000
	Iteration 24Q: 3 clusters Score -1751056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1751063.500000 Penalty: 4758.000000
	Iteration 25Q: 3 clusters Score -1751064 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1751064.625000 Penalty: 4758.000000
	Iteration 26Q: 3 clusters Score -1751065 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1751068.000000 Penalty: 4758.000000
	Iteration 27Q: 3 clusters Score -1751068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1751079.125000 Penalty: 4758.000000
	Iteration 28Q: 3 clusters Score -1751079 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1751091.875000 Penalty: 4758.000000
	Iteration 29Q: 3 clusters Score -1751092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1751097.500000 Penalty: 4758.000000
	Iteration 30Q: 3 clusters Score -1751098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1751102.125000 Penalty: 4758.000000
	Iteration 31Q: 3 clusters Score -1751102 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1751123.500000 Penalty: 4758.000000
	Iteration 32Q: 3 clusters Score -1751124 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1751124.750000 Penalty: 4758.000000
	Iteration 33Q: 3 clusters Score -1751125 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1751135.625000 Penalty: 4758.000000
	Iteration 34Q: 3 clusters Score -1751136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1751137.375000 Penalty: 4758.000000
	Iteration 35Q: 3 clusters Score -1751137 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1751144.125000 Penalty: 4758.000000
	Iteration 36Q: 3 clusters Score -1751144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1751147.125000 Penalty: 4758.000000
	Iteration 37Q: 3 clusters Score -1751147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1751147.750000 Penalty: 4758.000000
	Iteration 38Q: 3 clusters Score -1751148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1751151.875000 Penalty: 4758.000000
	Iteration 39Q: 3 clusters Score -1751152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1751149.500000 Penalty: 4758.000000
	Iteration 40F: 3 clusters Score -1751150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1751157.625000 Penalty: 4758.000000
	Iteration 41Q: 3 clusters Score -1751158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1751167.250000 Penalty: 4758.000000
	Iteration 42Q: 3 clusters Score -1751167 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1751170.750000 Penalty: 4758.000000
	Iteration 43Q: 3 clusters Score -1751171 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1751179.375000 Penalty: 4758.000000
	Iteration 44Q: 3 clusters Score -1751179 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1751188.875000 Penalty: 4758.000000
	Iteration 45Q: 3 clusters Score -1751189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1751192.875000 Penalty: 4758.000000
	Iteration 46Q: 3 clusters Score -1751193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1751194.125000 Penalty: 4758.000000
	Iteration 47Q: 3 clusters Score -1751194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1751195.625000 Penalty: 4758.000000
	Iteration 48Q: 3 clusters Score -1751196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1751198.500000 Penalty: 4758.000000
	Iteration 49Q: 3 clusters Score -1751198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1751204.125000 Penalty: 4758.000000
	Iteration 50Q: 3 clusters Score -1751204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1751206.625000 Penalty: 4758.000000
	Iteration 51Q: 3 clusters Score -1751207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1751214.500000 Penalty: 4758.000000
	Iteration 52Q: 3 clusters Score -1751214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1751219.875000 Penalty: 4758.000000
	Iteration 53Q: 3 clusters Score -1751220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1751225.125000 Penalty: 4758.000000
	Iteration 54Q: 3 clusters Score -1751225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1751230.500000 Penalty: 4758.000000
	Iteration 55Q: 3 clusters Score -1751230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1751235.125000 Penalty: 4758.000000
	Iteration 56Q: 3 clusters Score -1751235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1751233.500000 Penalty: 4758.000000
	Iteration 57Q: 3 clusters Score -1751234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1751237.000000 Penalty: 4758.000000
	Iteration 58Q: 3 clusters Score -1751237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1751238.375000 Penalty: 4758.000000
	Iteration 59Q: 3 clusters Score -1751238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1751241.125000 Penalty: 4758.000000
	Iteration 60F: 3 clusters Score -1751241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1751245.375000 Penalty: 4758.000000
	Iteration 61Q: 3 clusters Score -1751245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1751246.500000 Penalty: 4758.000000
	Iteration 62Q: 3 clusters Score -1751246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1751250.875000 Penalty: 4758.000000
	Iteration 63Q: 3 clusters Score -1751251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1751257.375000 Penalty: 4758.000000
	Iteration 64Q: 3 clusters Score -1751257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1751258.750000 Penalty: 4758.000000
	Iteration 65Q: 3 clusters Score -1751259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1751259.500000 Penalty: 4758.000000
	Iteration 66Q: 3 clusters Score -1751260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1751256.625000 Penalty: 4758.000000
	Iteration 67Q: 3 clusters Score -1751257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1751258.750000 Penalty: 4758.000000
	Iteration 68Q: 3 clusters Score -1751259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1751258.500000 Penalty: 4758.000000
	Iteration 69Q: 3 clusters Score -1751258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1751260.000000 Penalty: 4758.000000
	Iteration 70Q: 3 clusters Score -1751260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1751265.250000 Penalty: 4758.000000
	Iteration 71Q: 3 clusters Score -1751265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1751262.750000 Penalty: 4758.000000
	Iteration 72Q: 3 clusters Score -1751263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1751262.750000 Penalty: 4758.000000
	Iteration 73Q: 3 clusters Score -1751263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1751263.375000 Penalty: 4758.000000
	Iteration 74Q: 3 clusters Score -1751263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1751263.750000 Penalty: 4758.000000
	Iteration 75Q: 3 clusters Score -1751264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1751264.875000 Penalty: 4758.000000
	Iteration 76Q: 3 clusters Score -1751265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1751263.750000 Penalty: 4758.000000
	Iteration 77Q: 3 clusters Score -1751264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1751267.375000 Penalty: 4758.000000
	Iteration 78Q: 3 clusters Score -1751267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1751266.625000 Penalty: 4758.000000
	Iteration 79Q: 3 clusters Score -1751267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1751268.125000 Penalty: 4758.000000
	Iteration 80F: 3 clusters Score -1751268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1751268.125000 Penalty: 4758.000000
	Iteration 81Q: 3 clusters Score -1751268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1751269.125000 Penalty: 4758.000000
	Iteration 82Q: 3 clusters Score -1751269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1751274.500000 Penalty: 4758.000000
	Iteration 83Q: 3 clusters Score -1751274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1751274.125000 Penalty: 4758.000000
	Iteration 84Q: 3 clusters Score -1751274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1751276.750000 Penalty: 4758.000000
	Iteration 85Q: 3 clusters Score -1751277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1751280.625000 Penalty: 4758.000000
	Iteration 86Q: 3 clusters Score -1751281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1751283.125000 Penalty: 4758.000000
	Iteration 87Q: 3 clusters Score -1751283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1751282.125000 Penalty: 4758.000000
	Iteration 88Q: 3 clusters Score -1751282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1751284.125000 Penalty: 4758.000000
	Iteration 89Q: 3 clusters Score -1751284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1751283.875000 Penalty: 4758.000000
	Iteration 90Q: 3 clusters Score -1751284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1751288.875000 Penalty: 4758.000000
	Iteration 91Q: 3 clusters Score -1751289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1751292.375000 Penalty: 4758.000000
	Iteration 92Q: 3 clusters Score -1751292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1751291.375000 Penalty: 4758.000000
	Iteration 93Q: 3 clusters Score -1751291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1751294.625000 Penalty: 4758.000000
	Iteration 94Q: 3 clusters Score -1751295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1751297.750000 Penalty: 4758.000000
	Iteration 95Q: 3 clusters Score -1751298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1751296.500000 Penalty: 4758.000000
	Iteration 96Q: 3 clusters Score -1751296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1751298.000000 Penalty: 4758.000000
	Iteration 97Q: 3 clusters Score -1751298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1751301.500000 Penalty: 4758.000000
	Iteration 98Q: 3 clusters Score -1751302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1751300.375000 Penalty: 4758.000000
	Iteration 99Q: 3 clusters Score -1751300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1751303.625000 Penalty: 4758.000000
	Iteration 100F: 3 clusters Score -1751304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1751304.250000 Penalty: 4758.000000
	Iteration 101Q: 3 clusters Score -1751304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1751307.875000 Penalty: 4758.000000
	Iteration 102Q: 3 clusters Score -1751308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1751308.875000 Penalty: 4758.000000
	Iteration 103Q: 3 clusters Score -1751309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1751311.875000 Penalty: 4758.000000
	Iteration 104Q: 3 clusters Score -1751312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1751306.375000 Penalty: 4758.000000
	Iteration 105Q: 3 clusters Score -1751306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1751310.250000 Penalty: 4758.000000
	Iteration 106Q: 3 clusters Score -1751310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1751309.250000 Penalty: 4758.000000
	Iteration 107Q: 3 clusters Score -1751309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1751312.000000 Penalty: 4758.000000
	Iteration 108Q: 3 clusters Score -1751312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1751311.375000 Penalty: 4758.000000
	Iteration 109Q: 3 clusters Score -1751311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1751311.250000 Penalty: 4758.000000
	Iteration 110Q: 3 clusters Score -1751311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1751312.000000 Penalty: 4758.000000
	Iteration 111Q: 3 clusters Score -1751312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1751313.750000 Penalty: 4758.000000
	Iteration 112Q: 3 clusters Score -1751314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1751315.000000 Penalty: 4758.000000
	Iteration 113Q: 3 clusters Score -1751315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1751313.125000 Penalty: 4758.000000
	Iteration 114Q: 3 clusters Score -1751313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1751312.125000 Penalty: 4758.000000
	Iteration 115Q: 3 clusters Score -1751312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1751311.750000 Penalty: 4758.000000
	Iteration 116Q: 3 clusters Score -1751312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1751311.125000 Penalty: 4758.000000
	Iteration 117Q: 3 clusters Score -1751311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1751312.250000 Penalty: 4758.000000
	Iteration 118Q: 3 clusters Score -1751312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1751314.375000 Penalty: 4758.000000
	Iteration 119Q: 3 clusters Score -1751314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1751313.750000 Penalty: 4758.000000
	Iteration 120F: 3 clusters Score -1751314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1751310.000000 Penalty: 4758.000000
	Iteration 121Q: 3 clusters Score -1751310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1751308.625000 Penalty: 4758.000000
	Iteration 122Q: 3 clusters Score -1751309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1751308.625000 Penalty: 4758.000000
	Iteration 123F: 3 clusters Score -1751309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Entering Unmasked Estep 
Score: -467312.281250 Penalty: 2058.654297
	Iteration 0F: 2 clusters Score -467312.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -463478.218750 Penalty: 4117.308594
	Iteration 0F: 3 clusters Score -463478.2 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -464825.093750 Penalty: 4117.308594
	Iteration 1F: 3 clusters Score -464825.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -465667.625000 Penalty: 4117.308594
	Iteration 2F: 3 clusters Score -465667.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -466192.625000 Penalty: 4117.308594
	Iteration 3F: 3 clusters Score -466192.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -466549.000000 Penalty: 4117.308594
	Iteration 4F: 3 clusters Score -466549 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -466823.562500 Penalty: 4117.308594
	Iteration 5F: 3 clusters Score -466823.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -467017.125000 Penalty: 4117.308594
	Iteration 6Q: 3 clusters Score -467017.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -467125.531250 Penalty: 4117.308594
	Iteration 7Q: 3 clusters Score -467125.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -467193.625000 Penalty: 4117.308594
	Iteration 8Q: 3 clusters Score -467193.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -467242.031250 Penalty: 4117.308594
	Iteration 9Q: 3 clusters Score -467242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -467267.156250 Penalty: 4117.308594
	Iteration 10Q: 3 clusters Score -467267.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -467276.875000 Penalty: 4117.308594
	Iteration 11Q: 3 clusters Score -467276.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -467285.031250 Penalty: 4117.308594
	Iteration 12Q: 3 clusters Score -467285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -467291.625000 Penalty: 4117.308594
	Iteration 13Q: 3 clusters Score -467291.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -467296.562500 Penalty: 4117.308594
	Iteration 14Q: 3 clusters Score -467296.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -467298.656250 Penalty: 4117.308594
	Iteration 15Q: 3 clusters Score -467298.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -467299.468750 Penalty: 4117.308594
	Iteration 16Q: 3 clusters Score -467299.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -467299.468750 Penalty: 4117.308594
	Iteration 17F: 3 clusters Score -467299.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Entering Unmasked Estep 
Score: -908615.125000 Penalty: 2238.908936
	Iteration 0F: 2 clusters Score -908615.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -902048.750000 Penalty: 4477.817871
	Iteration 0F: 3 clusters Score -902048.8 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -903935.187500 Penalty: 4477.817871
	Iteration 1F: 3 clusters Score -903935.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -904284.500000 Penalty: 4477.817871
	Iteration 2F: 3 clusters Score -904284.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -904529.875000 Penalty: 4477.817871
	Iteration 3F: 3 clusters Score -904529.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -904734.937500 Penalty: 4477.817871
	Iteration 4Q: 3 clusters Score -904734.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -904938.687500 Penalty: 4477.817871
	Iteration 5Q: 3 clusters Score -904938.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -905187.062500 Penalty: 4477.817871
	Iteration 6Q: 3 clusters Score -905187.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -905408.000000 Penalty: 4477.817871
	Iteration 7Q: 3 clusters Score -905408 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -905640.000000 Penalty: 4477.817871
	Iteration 8Q: 3 clusters Score -905640 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -905857.812500 Penalty: 4477.817871
	Iteration 9Q: 3 clusters Score -905857.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -906043.062500 Penalty: 4477.817871
	Iteration 10Q: 3 clusters Score -906043.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -906176.250000 Penalty: 4477.817871
	Iteration 11Q: 3 clusters Score -906176.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -906291.250000 Penalty: 4477.817871
	Iteration 12Q: 3 clusters Score -906291.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -906387.062500 Penalty: 4477.817871
	Iteration 13Q: 3 clusters Score -906387.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -906471.937500 Penalty: 4477.817871
	Iteration 14Q: 3 clusters Score -906471.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -906553.125000 Penalty: 4477.817871
	Iteration 15Q: 3 clusters Score -906553.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -906610.937500 Penalty: 4477.817871
	Iteration 16Q: 3 clusters Score -906610.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -906640.312500 Penalty: 4477.817871
	Iteration 17Q: 3 clusters Score -906640.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -906659.812500 Penalty: 4477.817871
	Iteration 18Q: 3 clusters Score -906659.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -906682.187500 Penalty: 4477.817871
	Iteration 19Q: 3 clusters Score -906682.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -906703.937500 Penalty: 4477.817871
	Iteration 20F: 3 clusters Score -906703.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -906718.687500 Penalty: 4477.817871
	Iteration 21Q: 3 clusters Score -906718.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -906733.875000 Penalty: 4477.817871
	Iteration 22Q: 3 clusters Score -906733.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -906750.937500 Penalty: 4477.817871
	Iteration 23Q: 3 clusters Score -906750.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -906760.687500 Penalty: 4477.817871
	Iteration 24Q: 3 clusters Score -906760.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -906769.437500 Penalty: 4477.817871
	Iteration 25Q: 3 clusters Score -906769.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -906776.062500 Penalty: 4477.817871
	Iteration 26Q: 3 clusters Score -906776.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -906784.687500 Penalty: 4477.817871
	Iteration 27Q: 3 clusters Score -906784.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -906800.687500 Penalty: 4477.817871
	Iteration 28Q: 3 clusters Score -906800.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -906813.125000 Penalty: 4477.817871
	Iteration 29Q: 3 clusters Score -906813.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -906824.625000 Penalty: 4477.817871
	Iteration 30Q: 3 clusters Score -906824.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -906830.000000 Penalty: 4477.817871
	Iteration 31Q: 3 clusters Score -906830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -906838.000000 Penalty: 4477.817871
	Iteration 32Q: 3 clusters Score -906838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -906846.562500 Penalty: 4477.817871
	Iteration 33Q: 3 clusters Score -906846.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -906853.937500 Penalty: 4477.817871
	Iteration 34Q: 3 clusters Score -906853.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -906860.062500 Penalty: 4477.817871
	Iteration 35Q: 3 clusters Score -906860.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -906871.312500 Penalty: 4477.817871
	Iteration 36Q: 3 clusters Score -906871.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -906876.500000 Penalty: 4477.817871
	Iteration 37Q: 3 clusters Score -906876.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -906881.062500 Penalty: 4477.817871
	Iteration 38Q: 3 clusters Score -906881.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -906890.562500 Penalty: 4477.817871
	Iteration 39Q: 3 clusters Score -906890.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -906905.937500 Penalty: 4477.817871
	Iteration 40F: 3 clusters Score -906905.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -906915.312500 Penalty: 4477.817871
	Iteration 41Q: 3 clusters Score -906915.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -906919.687500 Penalty: 4477.817871
	Iteration 42Q: 3 clusters Score -906919.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -906924.437500 Penalty: 4477.817871
	Iteration 43Q: 3 clusters Score -906924.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -906927.125000 Penalty: 4477.817871
	Iteration 44Q: 3 clusters Score -906927.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -906930.187500 Penalty: 4477.817871
	Iteration 45Q: 3 clusters Score -906930.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -906932.312500 Penalty: 4477.817871
	Iteration 46Q: 3 clusters Score -906932.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -906937.625000 Penalty: 4477.817871
	Iteration 47Q: 3 clusters Score -906937.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -906944.125000 Penalty: 4477.817871
	Iteration 48Q: 3 clusters Score -906944.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -906946.062500 Penalty: 4477.817871
	Iteration 49Q: 3 clusters Score -906946.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -906948.562500 Penalty: 4477.817871
	Iteration 50Q: 3 clusters Score -906948.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -906948.562500 Penalty: 4477.817871
	Iteration 51F: 3 clusters Score -906948.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Entering Unmasked Estep 
Score: -283178.125000 Penalty: 1942.339478
	Iteration 0F: 2 clusters Score -283178.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -280245.156250 Penalty: 3884.678955
	Iteration 0F: 3 clusters Score -280245.2 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -280899.031250 Penalty: 3884.678955
	Iteration 1F: 3 clusters Score -280899 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -281116.875000 Penalty: 3884.678955
	Iteration 2F: 3 clusters Score -281116.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -281252.906250 Penalty: 3884.678955
	Iteration 3F: 3 clusters Score -281252.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -281369.437500 Penalty: 3884.678955
	Iteration 4Q: 3 clusters Score -281369.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -281490.000000 Penalty: 3884.678955
	Iteration 5Q: 3 clusters Score -281490 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -281595.781250 Penalty: 3884.678955
	Iteration 6Q: 3 clusters Score -281595.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -281677.093750 Penalty: 3884.678955
	Iteration 7Q: 3 clusters Score -281677.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -281737.000000 Penalty: 3884.678955
	Iteration 8Q: 3 clusters Score -281737 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -281764.000000 Penalty: 3884.678955
	Iteration 9Q: 3 clusters Score -281764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -281784.906250 Penalty: 3884.678955
	Iteration 10Q: 3 clusters Score -281784.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -281800.250000 Penalty: 3884.678955
	Iteration 11Q: 3 clusters Score -281800.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -281813.187500 Penalty: 3884.678955
	Iteration 12Q: 3 clusters Score -281813.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -281820.843750 Penalty: 3884.678955
	Iteration 13Q: 3 clusters Score -281820.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -281825.531250 Penalty: 3884.678955
	Iteration 14Q: 3 clusters Score -281825.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -281828.031250 Penalty: 3884.678955
	Iteration 15Q: 3 clusters Score -281828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -281833.031250 Penalty: 3884.678955
	Iteration 16Q: 3 clusters Score -281833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -281837.656250 Penalty: 3884.678955
	Iteration 17Q: 3 clusters Score -281837.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -281840.562500 Penalty: 3884.678955
	Iteration 18Q: 3 clusters Score -281840.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -281843.875000 Penalty: 3884.678955
	Iteration 19Q: 3 clusters Score -281843.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -281848.218750 Penalty: 3884.678955
	Iteration 20F: 3 clusters Score -281848.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -281880.125000 Penalty: 3884.678955
	Iteration 21Q: 3 clusters Score -281880.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -281892.500000 Penalty: 3884.678955
	Iteration 22Q: 3 clusters Score -281892.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -281904.500000 Penalty: 3884.678955
	Iteration 23Q: 3 clusters Score -281904.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -281919.281250 Penalty: 3884.678955
	Iteration 24Q: 3 clusters Score -281919.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -281930.437500 Penalty: 3884.678955
	Iteration 25Q: 3 clusters Score -281930.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -281940.687500 Penalty: 3884.678955
	Iteration 26Q: 3 clusters Score -281940.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -281951.125000 Penalty: 3884.678955
	Iteration 27Q: 3 clusters Score -281951.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -281956.281250 Penalty: 3884.678955
	Iteration 28Q: 3 clusters Score -281956.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -281958.281250 Penalty: 3884.678955
	Iteration 29Q: 3 clusters Score -281958.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -281962.718750 Penalty: 3884.678955
	Iteration 30Q: 3 clusters Score -281962.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -281965.093750 Penalty: 3884.678955
	Iteration 31Q: 3 clusters Score -281965.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -281967.250000 Penalty: 3884.678955
	Iteration 32Q: 3 clusters Score -281967.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -281968.687500 Penalty: 3884.678955
	Iteration 33Q: 3 clusters Score -281968.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -281969.062500 Penalty: 3884.678955
	Iteration 34Q: 3 clusters Score -281969.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -281970.000000 Penalty: 3884.678955
	Iteration 35Q: 3 clusters Score -281970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -281970.968750 Penalty: 3884.678955
	Iteration 36Q: 3 clusters Score -281971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -281971.625000 Penalty: 3884.678955
	Iteration 37Q: 3 clusters Score -281971.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -281973.000000 Penalty: 3884.678955
	Iteration 38Q: 3 clusters Score -281973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -281974.656250 Penalty: 3884.678955
	Iteration 39Q: 3 clusters Score -281974.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -281975.625000 Penalty: 3884.678955
	Iteration 40F: 3 clusters Score -281975.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -281976.875000 Penalty: 3884.678955
	Iteration 41Q: 3 clusters Score -281976.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -281979.593750 Penalty: 3884.678955
	Iteration 42Q: 3 clusters Score -281979.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -281983.218750 Penalty: 3884.678955
	Iteration 43Q: 3 clusters Score -281983.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -281986.406250 Penalty: 3884.678955
	Iteration 44Q: 3 clusters Score -281986.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -281987.031250 Penalty: 3884.678955
	Iteration 45Q: 3 clusters Score -281987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -281987.031250 Penalty: 3884.678955
	Iteration 46F: 3 clusters Score -281987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (197474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197474 members 
Entering Unmasked Estep 
Score: -24678520.000000 Penalty: 3023.953857
	Iteration 0F: 2 clusters Score -2.467852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98427 members 
Mstep: Class 2 contains 99047 members 
Entering Unmasked Estep 
Score: -24551740.000000 Penalty: 6047.907715
	Iteration 0F: 3 clusters Score -2.455174e+07 nChanged 95139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91596 members 
Mstep: Class 2 contains 105878 members 
Entering Unmasked Estep 
Score: -24607786.000000 Penalty: 6047.907715
	Iteration 1F: 3 clusters Score -2.460779e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86661 members 
Mstep: Class 2 contains 110813 members 
Entering Unmasked Estep 
Score: -24610556.000000 Penalty: 6047.907715
	Iteration 2Q: 3 clusters Score -2.461056e+07 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79155 members 
Mstep: Class 2 contains 118319 members 
Entering Unmasked Estep 
Score: -24614666.000000 Penalty: 6047.907715
	Iteration 3Q: 3 clusters Score -2.461467e+07 nChanged 12731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68158 members 
Mstep: Class 2 contains 129316 members 
Entering Unmasked Estep 
Score: -24622540.000000 Penalty: 6047.907715
	Iteration 4F: 3 clusters Score -2.462254e+07 nChanged 15842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 143638 members 
Entering Unmasked Estep 
Score: -24635046.000000 Penalty: 6047.907715
	Iteration 5F: 3 clusters Score -2.463505e+07 nChanged 17031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 159445 members 
Entering Unmasked Estep 
Score: -24650174.000000 Penalty: 6047.907715
	Iteration 6F: 3 clusters Score -2.465017e+07 nChanged 14764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 173321 members 
Entering Unmasked Estep 
Score: -24663150.000000 Penalty: 6047.907715
	Iteration 7F: 3 clusters Score -2.466315e+07 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 182814 members 
Entering Unmasked Estep 
Score: -24670286.000000 Penalty: 6047.907715
	Iteration 8F: 3 clusters Score -2.467029e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 188332 members 
Entering Unmasked Estep 
Score: -24673726.000000 Penalty: 6047.907715
	Iteration 9Q: 3 clusters Score -2.467373e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 191423 members 
Entering Unmasked Estep 
Score: -24675410.000000 Penalty: 6047.907715
	Iteration 10Q: 3 clusters Score -2.467541e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 193143 members 
Entering Unmasked Estep 
Score: -24676158.000000 Penalty: 6047.907715
	Iteration 11Q: 3 clusters Score -2.467616e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 194070 members 
Entering Unmasked Estep 
Score: -24676674.000000 Penalty: 6047.907715
	Iteration 12Q: 3 clusters Score -2.467667e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 194601 members 
Entering Unmasked Estep 
Score: -24676952.000000 Penalty: 6047.907715
	Iteration 13Q: 3 clusters Score -2.467695e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 194901 members 
Entering Unmasked Estep 
Score: -24676988.000000 Penalty: 6047.907715
	Iteration 14Q: 3 clusters Score -2.467699e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 195086 members 
Entering Unmasked Estep 
Score: -24677000.000000 Penalty: 6047.907715
	Iteration 15Q: 3 clusters Score -2.4677e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 195213 members 
Entering Unmasked Estep 
Score: -24677014.000000 Penalty: 6047.907715
	Iteration 16Q: 3 clusters Score -2.467701e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 195277 members 
Entering Unmasked Estep 
Score: -24677110.000000 Penalty: 6047.907715
	Iteration 17Q: 3 clusters Score -2.467711e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 195325 members 
Entering Unmasked Estep 
Score: -24677116.000000 Penalty: 6047.907715
	Iteration 18Q: 3 clusters Score -2.467712e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 195361 members 
Entering Unmasked Estep 
Score: -24677096.000000 Penalty: 6047.907715
	Iteration 19Q: 3 clusters Score -2.46771e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 195384 members 
Entering Unmasked Estep 
Score: -24677090.000000 Penalty: 6047.907715
	Iteration 20F: 3 clusters Score -2.467709e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 195392 members 
Entering Unmasked Estep 
Score: -24677116.000000 Penalty: 6047.907715
	Iteration 21Q: 3 clusters Score -2.467712e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 195416 members 
Entering Unmasked Estep 
Score: -24677152.000000 Penalty: 6047.907715
	Iteration 22Q: 3 clusters Score -2.467715e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 195442 members 
Entering Unmasked Estep 
Score: -24677140.000000 Penalty: 6047.907715
	Iteration 23Q: 3 clusters Score -2.467714e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 195457 members 
Entering Unmasked Estep 
Score: -24677108.000000 Penalty: 6047.907715
	Iteration 24Q: 3 clusters Score -2.467711e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 195479 members 
Entering Unmasked Estep 
Score: -24677070.000000 Penalty: 6047.907715
	Iteration 25Q: 3 clusters Score -2.467707e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 195501 members 
Entering Unmasked Estep 
Score: -24677090.000000 Penalty: 6047.907715
	Iteration 26Q: 3 clusters Score -2.467709e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 195513 members 
Entering Unmasked Estep 
Score: -24677092.000000 Penalty: 6047.907715
	Iteration 27Q: 3 clusters Score -2.467709e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 195538 members 
Entering Unmasked Estep 
Score: -24677076.000000 Penalty: 6047.907715
	Iteration 28Q: 3 clusters Score -2.467708e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 195555 members 
Entering Unmasked Estep 
Score: -24677144.000000 Penalty: 6047.907715
	Iteration 29Q: 3 clusters Score -2.467714e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 195565 members 
Entering Unmasked Estep 
Score: -24677130.000000 Penalty: 6047.907715
	Iteration 30Q: 3 clusters Score -2.467713e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 195582 members 
Entering Unmasked Estep 
Score: -24677126.000000 Penalty: 6047.907715
	Iteration 31Q: 3 clusters Score -2.467713e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 195597 members 
Entering Unmasked Estep 
Score: -24677088.000000 Penalty: 6047.907715
	Iteration 32Q: 3 clusters Score -2.467709e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 195609 members 
Entering Unmasked Estep 
Score: -24677108.000000 Penalty: 6047.907715
	Iteration 33Q: 3 clusters Score -2.467711e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 195617 members 
Entering Unmasked Estep 
Score: -24677116.000000 Penalty: 6047.907715
	Iteration 34Q: 3 clusters Score -2.467712e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 195628 members 
Entering Unmasked Estep 
Score: -24677130.000000 Penalty: 6047.907715
	Iteration 35Q: 3 clusters Score -2.467713e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 195643 members 
Entering Unmasked Estep 
Score: -24677132.000000 Penalty: 6047.907715
	Iteration 36Q: 3 clusters Score -2.467713e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 195660 members 
Entering Unmasked Estep 
Score: -24677122.000000 Penalty: 6047.907715
	Iteration 37Q: 3 clusters Score -2.467712e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 195665 members 
Entering Unmasked Estep 
Score: -24677122.000000 Penalty: 6047.907715
	Iteration 38Q: 3 clusters Score -2.467712e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 195680 members 
Entering Unmasked Estep 
Score: -24677158.000000 Penalty: 6047.907715
	Iteration 39Q: 3 clusters Score -2.467716e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 195697 members 
Entering Unmasked Estep 
Score: -24677194.000000 Penalty: 6047.907715
	Iteration 40F: 3 clusters Score -2.467719e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 195717 members 
Entering Unmasked Estep 
Score: -24677218.000000 Penalty: 6047.907715
	Iteration 41Q: 3 clusters Score -2.467722e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 195734 members 
Entering Unmasked Estep 
Score: -24677230.000000 Penalty: 6047.907715
	Iteration 42Q: 3 clusters Score -2.467723e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 195749 members 
Entering Unmasked Estep 
Score: -24677224.000000 Penalty: 6047.907715
	Iteration 43Q: 3 clusters Score -2.467722e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 195769 members 
Entering Unmasked Estep 
Score: -24677186.000000 Penalty: 6047.907715
	Iteration 44Q: 3 clusters Score -2.467719e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 195787 members 
Entering Unmasked Estep 
Score: -24677208.000000 Penalty: 6047.907715
	Iteration 45Q: 3 clusters Score -2.467721e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 195797 members 
Entering Unmasked Estep 
Score: -24677222.000000 Penalty: 6047.907715
	Iteration 46Q: 3 clusters Score -2.467722e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 195805 members 
Entering Unmasked Estep 
Score: -24677294.000000 Penalty: 6047.907715
	Iteration 47Q: 3 clusters Score -2.467729e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 195819 members 
Entering Unmasked Estep 
Score: -24677290.000000 Penalty: 6047.907715
	Iteration 48Q: 3 clusters Score -2.467729e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 195825 members 
Entering Unmasked Estep 
Score: -24677326.000000 Penalty: 6047.907715
	Iteration 49Q: 3 clusters Score -2.467733e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 195825 members 
Entering Unmasked Estep 
Score: -24677368.000000 Penalty: 6047.907715
	Iteration 50Q: 3 clusters Score -2.467737e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 195822 members 
Entering Unmasked Estep 
Score: -24677402.000000 Penalty: 6047.907715
	Iteration 51Q: 3 clusters Score -2.46774e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 195814 members 
Entering Unmasked Estep 
Score: -24677394.000000 Penalty: 6047.907715
	Iteration 52Q: 3 clusters Score -2.467739e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 195805 members 
Entering Unmasked Estep 
Score: -24677400.000000 Penalty: 6047.907715
	Iteration 53Q: 3 clusters Score -2.46774e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 195803 members 
Entering Unmasked Estep 
Score: -24677406.000000 Penalty: 6047.907715
	Iteration 54Q: 3 clusters Score -2.467741e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 195793 members 
Entering Unmasked Estep 
Score: -24677410.000000 Penalty: 6047.907715
	Iteration 55Q: 3 clusters Score -2.467741e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 195788 members 
Entering Unmasked Estep 
Score: -24677434.000000 Penalty: 6047.907715
	Iteration 56Q: 3 clusters Score -2.467743e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 195772 members 
Entering Unmasked Estep 
Score: -24677384.000000 Penalty: 6047.907715
	Iteration 57Q: 3 clusters Score -2.467738e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 195757 members 
Entering Unmasked Estep 
Score: -24677396.000000 Penalty: 6047.907715
	Iteration 58Q: 3 clusters Score -2.46774e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 195733 members 
Entering Unmasked Estep 
Score: -24677454.000000 Penalty: 6047.907715
	Iteration 59Q: 3 clusters Score -2.467745e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 195713 members 
Entering Unmasked Estep 
Score: -24677444.000000 Penalty: 6047.907715
	Iteration 60F: 3 clusters Score -2.467744e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 195691 members 
Entering Unmasked Estep 
Score: -24677428.000000 Penalty: 6047.907715
	Iteration 61Q: 3 clusters Score -2.467743e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 195672 members 
Entering Unmasked Estep 
Score: -24677444.000000 Penalty: 6047.907715
	Iteration 62Q: 3 clusters Score -2.467744e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 195659 members 
Entering Unmasked Estep 
Score: -24677446.000000 Penalty: 6047.907715
	Iteration 63Q: 3 clusters Score -2.467745e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 195640 members 
Entering Unmasked Estep 
Score: -24677494.000000 Penalty: 6047.907715
	Iteration 64Q: 3 clusters Score -2.467749e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 195631 members 
Entering Unmasked Estep 
Score: -24677474.000000 Penalty: 6047.907715
	Iteration 65Q: 3 clusters Score -2.467747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 195622 members 
Entering Unmasked Estep 
Score: -24677494.000000 Penalty: 6047.907715
	Iteration 66Q: 3 clusters Score -2.467749e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 195611 members 
Entering Unmasked Estep 
Score: -24677512.000000 Penalty: 6047.907715
	Iteration 67Q: 3 clusters Score -2.467751e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 195595 members 
Entering Unmasked Estep 
Score: -24677502.000000 Penalty: 6047.907715
	Iteration 68Q: 3 clusters Score -2.46775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 195584 members 
Entering Unmasked Estep 
Score: -24677530.000000 Penalty: 6047.907715
	Iteration 69Q: 3 clusters Score -2.467753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 195575 members 
Entering Unmasked Estep 
Score: -24677522.000000 Penalty: 6047.907715
	Iteration 70Q: 3 clusters Score -2.467752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 195571 members 
Entering Unmasked Estep 
Score: -24677514.000000 Penalty: 6047.907715
	Iteration 71Q: 3 clusters Score -2.467751e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 195565 members 
Entering Unmasked Estep 
Score: -24677522.000000 Penalty: 6047.907715
	Iteration 72Q: 3 clusters Score -2.467752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 195555 members 
Entering Unmasked Estep 
Score: -24677540.000000 Penalty: 6047.907715
	Iteration 73Q: 3 clusters Score -2.467754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 195550 members 
Entering Unmasked Estep 
Score: -24677506.000000 Penalty: 6047.907715
	Iteration 74Q: 3 clusters Score -2.467751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 195551 members 
Entering Unmasked Estep 
Score: -24677518.000000 Penalty: 6047.907715
	Iteration 75Q: 3 clusters Score -2.467752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 195549 members 
Entering Unmasked Estep 
Score: -24677508.000000 Penalty: 6047.907715
	Iteration 76Q: 3 clusters Score -2.467751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 195548 members 
Entering Unmasked Estep 
Score: -24677520.000000 Penalty: 6047.907715
	Iteration 77Q: 3 clusters Score -2.467752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 195548 members 
Entering Unmasked Estep 
Score: -24677520.000000 Penalty: 6047.907715
	Iteration 78F: 3 clusters Score -2.467752e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Entering Unmasked Estep 
Score: -138599.500000 Penalty: 1762.641602
	Iteration 0F: 2 clusters Score -138599.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -136489.906250 Penalty: 3525.283203
	Iteration 0F: 3 clusters Score -136489.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -136810.031250 Penalty: 3525.283203
	Iteration 1F: 3 clusters Score -136810 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -136975.000000 Penalty: 3525.283203
	Iteration 2F: 3 clusters Score -136975 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -137137.656250 Penalty: 3525.283203
	Iteration 3F: 3 clusters Score -137137.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137293.328125 Penalty: 3525.283203
	Iteration 4Q: 3 clusters Score -137293.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -137472.953125 Penalty: 3525.283203
	Iteration 5Q: 3 clusters Score -137473 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -137626.703125 Penalty: 3525.283203
	Iteration 6Q: 3 clusters Score -137626.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -137787.500000 Penalty: 3525.283203
	Iteration 7Q: 3 clusters Score -137787.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -137875.453125 Penalty: 3525.283203
	Iteration 8Q: 3 clusters Score -137875.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -137935.656250 Penalty: 3525.283203
	Iteration 9Q: 3 clusters Score -137935.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -137958.453125 Penalty: 3525.283203
	Iteration 10Q: 3 clusters Score -137958.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -137970.375000 Penalty: 3525.283203
	Iteration 11Q: 3 clusters Score -137970.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -137981.859375 Penalty: 3525.283203
	Iteration 12Q: 3 clusters Score -137981.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -137994.109375 Penalty: 3525.283203
	Iteration 13Q: 3 clusters Score -137994.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -138017.046875 Penalty: 3525.283203
	Iteration 14Q: 3 clusters Score -138017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -138050.640625 Penalty: 3525.283203
	Iteration 15Q: 3 clusters Score -138050.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -138138.015625 Penalty: 3525.283203
	Iteration 16Q: 3 clusters Score -138138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -138201.687500 Penalty: 3525.283203
	Iteration 17Q: 3 clusters Score -138201.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -138234.250000 Penalty: 3525.283203
	Iteration 18Q: 3 clusters Score -138234.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -138252.468750 Penalty: 3525.283203
	Iteration 19Q: 3 clusters Score -138252.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -138266.953125 Penalty: 3525.283203
	Iteration 20F: 3 clusters Score -138267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -138279.140625 Penalty: 3525.283203
	Iteration 21Q: 3 clusters Score -138279.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -138285.468750 Penalty: 3525.283203
	Iteration 22Q: 3 clusters Score -138285.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -138290.453125 Penalty: 3525.283203
	Iteration 23Q: 3 clusters Score -138290.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -138298.625000 Penalty: 3525.283203
	Iteration 24Q: 3 clusters Score -138298.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -138306.843750 Penalty: 3525.283203
	Iteration 25Q: 3 clusters Score -138306.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -138315.921875 Penalty: 3525.283203
	Iteration 26Q: 3 clusters Score -138315.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -138325.843750 Penalty: 3525.283203
	Iteration 27Q: 3 clusters Score -138325.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -138334.000000 Penalty: 3525.283203
	Iteration 28Q: 3 clusters Score -138334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -138338.984375 Penalty: 3525.283203
	Iteration 29Q: 3 clusters Score -138339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -138348.546875 Penalty: 3525.283203
	Iteration 30Q: 3 clusters Score -138348.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -138357.109375 Penalty: 3525.283203
	Iteration 31Q: 3 clusters Score -138357.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -138370.484375 Penalty: 3525.283203
	Iteration 32Q: 3 clusters Score -138370.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -138388.687500 Penalty: 3525.283203
	Iteration 33Q: 3 clusters Score -138388.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -138451.500000 Penalty: 3525.283203
	Iteration 34Q: 3 clusters Score -138451.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -138558.375000 Penalty: 3525.283203
	Iteration 35Q: 3 clusters Score -138558.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -138773.984375 Penalty: 3525.283203
	Iteration 36Q: 3 clusters Score -138774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -138910.718750 Penalty: 3525.283203
	Iteration 37Q: 3 clusters Score -138910.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -139021.312500 Penalty: 3525.283203
	Iteration 38Q: 3 clusters Score -139021.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -139106.296875 Penalty: 3525.283203
	Iteration 39Q: 3 clusters Score -139106.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -139184.062500 Penalty: 3525.283203
	Iteration 40F: 3 clusters Score -139184.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -139273.046875 Penalty: 3525.283203
	Iteration 41Q: 3 clusters Score -139273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -139300.796875 Penalty: 3525.283203
	Iteration 42Q: 3 clusters Score -139300.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -139308.437500 Penalty: 3525.283203
	Iteration 43Q: 3 clusters Score -139308.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -139309.031250 Penalty: 3525.283203
	Iteration 44Q: 3 clusters Score -139309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -139309.031250 Penalty: 3525.283203
	Iteration 45F: 3 clusters Score -139309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 5075 members 
Mstep: Class 3 contains 14658 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 197474 members 
Mstep: Class 8 contains 709 members 
Mstep: Class 9 contains 41655 members 
Mstep: Class 10 contains 277783 members 
Mstep: Class 11 contains 59601 members 
Mstep: Class 12 contains 294918 members 
Mstep: Class 13 contains 10399 members 
Mstep: Class 14 contains 31522 members 
Mstep: Class 15 contains 6835 members 
Mstep: Class 16 contains 19310 members 
Mstep: Class 17 contains 39633 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 23119 members 
Mstep: Class 20 contains 23275 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93246 members 
Mstep: Class 24 contains 78577 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 512 members 
Entering Unmasked Estep 
Score: -154577360.000000 Penalty: 90644.539062
Splitting cluster 8 changes total score from -154578448.000000 to -154577360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Entering Unmasked Estep 
Score: -5196752.500000 Penalty: 2638.019775
	Iteration 0F: 2 clusters Score -5196752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -5168659.000000 Penalty: 5276.039551
	Iteration 0F: 3 clusters Score -5168659 nChanged 18997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -5179146.000000 Penalty: 5276.039551
	Iteration 1F: 3 clusters Score -5179146 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -5179779.500000 Penalty: 5276.039551
	Iteration 2Q: 3 clusters Score -5179780 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -5180531.500000 Penalty: 5276.039551
	Iteration 3Q: 3 clusters Score -5180532 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -5181524.000000 Penalty: 5276.039551
	Iteration 4F: 3 clusters Score -5181524 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -5182797.500000 Penalty: 5276.039551
	Iteration 5F: 3 clusters Score -5182798 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -5184359.500000 Penalty: 5276.039551
	Iteration 6F: 3 clusters Score -5184360 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -5186225.500000 Penalty: 5276.039551
	Iteration 7F: 3 clusters Score -5186226 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -5188242.000000 Penalty: 5276.039551
	Iteration 8F: 3 clusters Score -5188242 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -5190139.000000 Penalty: 5276.039551
	Iteration 9F: 3 clusters Score -5190139 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -5191507.000000 Penalty: 5276.039551
	Iteration 10Q: 3 clusters Score -5191507 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -5192331.000000 Penalty: 5276.039551
	Iteration 11Q: 3 clusters Score -5192331 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -5192852.000000 Penalty: 5276.039551
	Iteration 12Q: 3 clusters Score -5192852 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -5193182.000000 Penalty: 5276.039551
	Iteration 13Q: 3 clusters Score -5193182 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -5193390.500000 Penalty: 5276.039551
	Iteration 14Q: 3 clusters Score -5193390 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -5193573.500000 Penalty: 5276.039551
	Iteration 15Q: 3 clusters Score -5193574 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -5193715.500000 Penalty: 5276.039551
	Iteration 16Q: 3 clusters Score -5193716 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -5193829.500000 Penalty: 5276.039551
	Iteration 17Q: 3 clusters Score -5193830 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -5193938.000000 Penalty: 5276.039551
	Iteration 18Q: 3 clusters Score -5193938 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -5194034.500000 Penalty: 5276.039551
	Iteration 19Q: 3 clusters Score -5194034 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -5194089.000000 Penalty: 5276.039551
	Iteration 20F: 3 clusters Score -5194089 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -5194131.000000 Penalty: 5276.039551
	Iteration 21Q: 3 clusters Score -5194131 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -5194183.000000 Penalty: 5276.039551
	Iteration 22Q: 3 clusters Score -5194183 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -5194242.500000 Penalty: 5276.039551
	Iteration 23Q: 3 clusters Score -5194242 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -5194267.000000 Penalty: 5276.039551
	Iteration 24Q: 3 clusters Score -5194267 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5194312.500000 Penalty: 5276.039551
	Iteration 25Q: 3 clusters Score -5194312 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -5194347.000000 Penalty: 5276.039551
	Iteration 26Q: 3 clusters Score -5194347 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -5194373.500000 Penalty: 5276.039551
	Iteration 27Q: 3 clusters Score -5194374 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5194394.500000 Penalty: 5276.039551
	Iteration 28Q: 3 clusters Score -5194394 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -5194449.500000 Penalty: 5276.039551
	Iteration 29Q: 3 clusters Score -5194450 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -5194477.500000 Penalty: 5276.039551
	Iteration 30Q: 3 clusters Score -5194478 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5194489.500000 Penalty: 5276.039551
	Iteration 31Q: 3 clusters Score -5194490 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -5194516.000000 Penalty: 5276.039551
	Iteration 32Q: 3 clusters Score -5194516 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -5194559.500000 Penalty: 5276.039551
	Iteration 33Q: 3 clusters Score -5194560 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5194585.500000 Penalty: 5276.039551
	Iteration 34Q: 3 clusters Score -5194586 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5194607.000000 Penalty: 5276.039551
	Iteration 35Q: 3 clusters Score -5194607 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5194626.000000 Penalty: 5276.039551
	Iteration 36Q: 3 clusters Score -5194626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5194640.000000 Penalty: 5276.039551
	Iteration 37Q: 3 clusters Score -5194640 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5194666.500000 Penalty: 5276.039551
	Iteration 38Q: 3 clusters Score -5194666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5194684.000000 Penalty: 5276.039551
	Iteration 39Q: 3 clusters Score -5194684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5194701.500000 Penalty: 5276.039551
	Iteration 40F: 3 clusters Score -5194702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5194719.500000 Penalty: 5276.039551
	Iteration 41Q: 3 clusters Score -5194720 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5194737.000000 Penalty: 5276.039551
	Iteration 42Q: 3 clusters Score -5194737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5194736.000000 Penalty: 5276.039551
	Iteration 43Q: 3 clusters Score -5194736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5194745.000000 Penalty: 5276.039551
	Iteration 44Q: 3 clusters Score -5194745 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5194766.000000 Penalty: 5276.039551
	Iteration 45Q: 3 clusters Score -5194766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5194787.000000 Penalty: 5276.039551
	Iteration 46Q: 3 clusters Score -5194787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5194794.500000 Penalty: 5276.039551
	Iteration 47Q: 3 clusters Score -5194794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5194804.000000 Penalty: 5276.039551
	Iteration 48Q: 3 clusters Score -5194804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5194809.500000 Penalty: 5276.039551
	Iteration 49Q: 3 clusters Score -5194810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5194821.000000 Penalty: 5276.039551
	Iteration 50Q: 3 clusters Score -5194821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5194826.500000 Penalty: 5276.039551
	Iteration 51Q: 3 clusters Score -5194826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5194835.500000 Penalty: 5276.039551
	Iteration 52Q: 3 clusters Score -5194836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5194845.500000 Penalty: 5276.039551
	Iteration 53Q: 3 clusters Score -5194846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5194852.500000 Penalty: 5276.039551
	Iteration 54Q: 3 clusters Score -5194852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5194852.000000 Penalty: 5276.039551
	Iteration 55Q: 3 clusters Score -5194852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5194846.500000 Penalty: 5276.039551
	Iteration 56Q: 3 clusters Score -5194846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5194843.500000 Penalty: 5276.039551
	Iteration 57Q: 3 clusters Score -5194844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5194844.500000 Penalty: 5276.039551
	Iteration 58Q: 3 clusters Score -5194844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5194848.000000 Penalty: 5276.039551
	Iteration 59Q: 3 clusters Score -5194848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5194847.000000 Penalty: 5276.039551
	Iteration 60F: 3 clusters Score -5194847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5194854.000000 Penalty: 5276.039551
	Iteration 61Q: 3 clusters Score -5194854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5194849.500000 Penalty: 5276.039551
	Iteration 62Q: 3 clusters Score -5194850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5194848.000000 Penalty: 5276.039551
	Iteration 63Q: 3 clusters Score -5194848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5194852.500000 Penalty: 5276.039551
	Iteration 64Q: 3 clusters Score -5194852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5194854.000000 Penalty: 5276.039551
	Iteration 65Q: 3 clusters Score -5194854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5194855.500000 Penalty: 5276.039551
	Iteration 66Q: 3 clusters Score -5194856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5194858.000000 Penalty: 5276.039551
	Iteration 67Q: 3 clusters Score -5194858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5194871.000000 Penalty: 5276.039551
	Iteration 68Q: 3 clusters Score -5194871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5194876.500000 Penalty: 5276.039551
	Iteration 69Q: 3 clusters Score -5194876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5194876.500000 Penalty: 5276.039551
	Iteration 70Q: 3 clusters Score -5194876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -5194869.500000 Penalty: 5276.039551
	Iteration 71Q: 3 clusters Score -5194870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5194873.500000 Penalty: 5276.039551
	Iteration 72Q: 3 clusters Score -5194874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5194876.500000 Penalty: 5276.039551
	Iteration 73Q: 3 clusters Score -5194876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5194877.500000 Penalty: 5276.039551
	Iteration 74Q: 3 clusters Score -5194878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5194877.500000 Penalty: 5276.039551
	Iteration 75F: 3 clusters Score -5194878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (277783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277783 members 
Entering Unmasked Estep 
Score: -34444832.000000 Penalty: 3108.579590
	Iteration 0F: 2 clusters Score -3.444483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139055 members 
Mstep: Class 2 contains 138728 members 
Entering Unmasked Estep 
Score: -34272380.000000 Penalty: 6217.159180
	Iteration 0F: 3 clusters Score -3.427238e+07 nChanged 134708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142419 members 
Mstep: Class 2 contains 135364 members 
Entering Unmasked Estep 
Score: -34352412.000000 Penalty: 6217.159180
	Iteration 1F: 3 clusters Score -3.435241e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144953 members 
Mstep: Class 2 contains 132830 members 
Entering Unmasked Estep 
Score: -34353404.000000 Penalty: 6217.159180
	Iteration 2Q: 3 clusters Score -3.43534e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148849 members 
Mstep: Class 2 contains 128934 members 
Entering Unmasked Estep 
Score: -34355072.000000 Penalty: 6217.159180
	Iteration 3Q: 3 clusters Score -3.435507e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155102 members 
Mstep: Class 2 contains 122681 members 
Entering Unmasked Estep 
Score: -34357520.000000 Penalty: 6217.159180
	Iteration 4Q: 3 clusters Score -3.435752e+07 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164387 members 
Mstep: Class 2 contains 113396 members 
Entering Unmasked Estep 
Score: -34361288.000000 Penalty: 6217.159180
	Iteration 5Q: 3 clusters Score -3.436129e+07 nChanged 14261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178036 members 
Mstep: Class 2 contains 99747 members 
Entering Unmasked Estep 
Score: -34367888.000000 Penalty: 6217.159180
	Iteration 6F: 3 clusters Score -3.436789e+07 nChanged 19000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196826 members 
Mstep: Class 2 contains 80957 members 
Entering Unmasked Estep 
Score: -34378496.000000 Penalty: 6217.159180
	Iteration 7F: 3 clusters Score -3.43785e+07 nChanged 22066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218806 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -34392232.000000 Penalty: 6217.159180
	Iteration 8F: 3 clusters Score -3.439223e+07 nChanged 20454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239216 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -34407672.000000 Penalty: 6217.159180
	Iteration 9F: 3 clusters Score -3.440767e+07 nChanged 14822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254006 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -34419920.000000 Penalty: 6217.159180
	Iteration 10F: 3 clusters Score -3.441992e+07 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263301 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -34429380.000000 Penalty: 6217.159180
	Iteration 11Q: 3 clusters Score -3.442938e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268653 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -34434364.000000 Penalty: 6217.159180
	Iteration 12Q: 3 clusters Score -3.443436e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271705 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -34437296.000000 Penalty: 6217.159180
	Iteration 13Q: 3 clusters Score -3.44373e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273458 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -34439116.000000 Penalty: 6217.159180
	Iteration 14Q: 3 clusters Score -3.443912e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274496 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -34439984.000000 Penalty: 6217.159180
	Iteration 15Q: 3 clusters Score -3.443998e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275136 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -34440428.000000 Penalty: 6217.159180
	Iteration 16Q: 3 clusters Score -3.444043e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275535 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -34440800.000000 Penalty: 6217.159180
	Iteration 17Q: 3 clusters Score -3.44408e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275812 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -34441048.000000 Penalty: 6217.159180
	Iteration 18Q: 3 clusters Score -3.444105e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276002 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -34441244.000000 Penalty: 6217.159180
	Iteration 19Q: 3 clusters Score -3.444124e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276123 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -34441364.000000 Penalty: 6217.159180
	Iteration 20F: 3 clusters Score -3.444136e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276233 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -34441432.000000 Penalty: 6217.159180
	Iteration 21Q: 3 clusters Score -3.444143e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276307 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -34441552.000000 Penalty: 6217.159180
	Iteration 22Q: 3 clusters Score -3.444155e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276365 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -34441604.000000 Penalty: 6217.159180
	Iteration 23Q: 3 clusters Score -3.44416e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276411 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -34441632.000000 Penalty: 6217.159180
	Iteration 24Q: 3 clusters Score -3.444163e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276442 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -34441692.000000 Penalty: 6217.159180
	Iteration 25Q: 3 clusters Score -3.444169e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276475 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -34441692.000000 Penalty: 6217.159180
	Iteration 26Q: 3 clusters Score -3.444169e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276509 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -34441708.000000 Penalty: 6217.159180
	Iteration 27Q: 3 clusters Score -3.444171e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276539 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -34441752.000000 Penalty: 6217.159180
	Iteration 28Q: 3 clusters Score -3.444175e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276564 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -34441772.000000 Penalty: 6217.159180
	Iteration 29Q: 3 clusters Score -3.444177e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276584 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -34441792.000000 Penalty: 6217.159180
	Iteration 30Q: 3 clusters Score -3.444179e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276600 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -34441816.000000 Penalty: 6217.159180
	Iteration 31Q: 3 clusters Score -3.444182e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276612 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -34441828.000000 Penalty: 6217.159180
	Iteration 32Q: 3 clusters Score -3.444183e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276616 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -34441836.000000 Penalty: 6217.159180
	Iteration 33Q: 3 clusters Score -3.444184e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276622 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -34441832.000000 Penalty: 6217.159180
	Iteration 34Q: 3 clusters Score -3.444183e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276626 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -34441828.000000 Penalty: 6217.159180
	Iteration 35Q: 3 clusters Score -3.444183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276631 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -34441868.000000 Penalty: 6217.159180
	Iteration 36Q: 3 clusters Score -3.444187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276632 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -34441864.000000 Penalty: 6217.159180
	Iteration 37Q: 3 clusters Score -3.444186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276633 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -34441860.000000 Penalty: 6217.159180
	Iteration 38Q: 3 clusters Score -3.444186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276635 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -34441848.000000 Penalty: 6217.159180
	Iteration 39Q: 3 clusters Score -3.444185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276639 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -34441876.000000 Penalty: 6217.159180
	Iteration 40F: 3 clusters Score -3.444188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276641 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -34441860.000000 Penalty: 6217.159180
	Iteration 41Q: 3 clusters Score -3.444186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276641 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -34441868.000000 Penalty: 6217.159180
	Iteration 42Q: 3 clusters Score -3.444187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276641 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -34441852.000000 Penalty: 6217.159180
	Iteration 43Q: 3 clusters Score -3.444185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276641 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -34441840.000000 Penalty: 6217.159180
	Iteration 44Q: 3 clusters Score -3.444184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276640 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -34441848.000000 Penalty: 6217.159180
	Iteration 45Q: 3 clusters Score -3.444185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276640 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -34441860.000000 Penalty: 6217.159180
	Iteration 46Q: 3 clusters Score -3.444186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276642 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -34441856.000000 Penalty: 6217.159180
	Iteration 47Q: 3 clusters Score -3.444186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276642 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -34441856.000000 Penalty: 6217.159180
	Iteration 48F: 3 clusters Score -3.444186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Entering Unmasked Estep 
Score: -7486614.500000 Penalty: 2726.866211
	Iteration 0F: 2 clusters Score -7486614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -7446600.000000 Penalty: 5453.732422
	Iteration 0F: 3 clusters Score -7446600 nChanged 27702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -7462047.000000 Penalty: 5453.732422
	Iteration 1F: 3 clusters Score -7462047 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -7462662.000000 Penalty: 5453.732422
	Iteration 2Q: 3 clusters Score -7462662 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -7463306.500000 Penalty: 5453.732422
	Iteration 3Q: 3 clusters Score -7463306 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -7464244.000000 Penalty: 5453.732422
	Iteration 4Q: 3 clusters Score -7464244 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -7465708.000000 Penalty: 5453.732422
	Iteration 5Q: 3 clusters Score -7465708 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -7468006.500000 Penalty: 5453.732422
	Iteration 6F: 3 clusters Score -7468006 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -7471277.500000 Penalty: 5453.732422
	Iteration 7F: 3 clusters Score -7471278 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -7474947.000000 Penalty: 5453.732422
	Iteration 8F: 3 clusters Score -7474947 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -7478448.000000 Penalty: 5453.732422
	Iteration 9F: 3 clusters Score -7478448 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -7480927.500000 Penalty: 5453.732422
	Iteration 10Q: 3 clusters Score -7480928 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57286 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -7482486.500000 Penalty: 5453.732422
	Iteration 11Q: 3 clusters Score -7482486 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7483346.500000 Penalty: 5453.732422
	Iteration 12Q: 3 clusters Score -7483346 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58659 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7483760.500000 Penalty: 5453.732422
	Iteration 13Q: 3 clusters Score -7483760 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7483925.500000 Penalty: 5453.732422
	Iteration 14Q: 3 clusters Score -7483926 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7484030.000000 Penalty: 5453.732422
	Iteration 15Q: 3 clusters Score -7484030 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59021 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7484100.000000 Penalty: 5453.732422
	Iteration 16Q: 3 clusters Score -7484100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59059 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7484151.500000 Penalty: 5453.732422
	Iteration 17Q: 3 clusters Score -7484152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7484180.000000 Penalty: 5453.732422
	Iteration 18Q: 3 clusters Score -7484180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59107 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7484192.500000 Penalty: 5453.732422
	Iteration 19Q: 3 clusters Score -7484192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59116 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7484207.500000 Penalty: 5453.732422
	Iteration 20F: 3 clusters Score -7484208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7484210.000000 Penalty: 5453.732422
	Iteration 21Q: 3 clusters Score -7484210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59129 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7484214.500000 Penalty: 5453.732422
	Iteration 22Q: 3 clusters Score -7484214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7484221.000000 Penalty: 5453.732422
	Iteration 23Q: 3 clusters Score -7484221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7484219.000000 Penalty: 5453.732422
	Iteration 24Q: 3 clusters Score -7484219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7484226.000000 Penalty: 5453.732422
	Iteration 25Q: 3 clusters Score -7484226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7484231.500000 Penalty: 5453.732422
	Iteration 26Q: 3 clusters Score -7484232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7484229.000000 Penalty: 5453.732422
	Iteration 27Q: 3 clusters Score -7484229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7484229.000000 Penalty: 5453.732422
	Iteration 28F: 3 clusters Score -7484229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (294918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294918 members 
Entering Unmasked Estep 
Score: -36576456.000000 Penalty: 3123.424316
	Iteration 0F: 2 clusters Score -3.657646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147980 members 
Mstep: Class 2 contains 146938 members 
Entering Unmasked Estep 
Score: -36393848.000000 Penalty: 6246.848633
	Iteration 0F: 3 clusters Score -3.639385e+07 nChanged 142945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158649 members 
Mstep: Class 2 contains 136269 members 
Entering Unmasked Estep 
Score: -36478928.000000 Penalty: 6246.848633
	Iteration 1F: 3 clusters Score -3.647893e+07 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165246 members 
Mstep: Class 2 contains 129672 members 
Entering Unmasked Estep 
Score: -36482544.000000 Penalty: 6246.848633
	Iteration 2Q: 3 clusters Score -3.648254e+07 nChanged 11772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174898 members 
Mstep: Class 2 contains 120020 members 
Entering Unmasked Estep 
Score: -36489100.000000 Penalty: 6246.848633
	Iteration 3Q: 3 clusters Score -3.64891e+07 nChanged 14812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187536 members 
Mstep: Class 2 contains 107382 members 
Entering Unmasked Estep 
Score: -36499176.000000 Penalty: 6246.848633
	Iteration 4F: 3 clusters Score -3.649918e+07 nChanged 17168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201462 members 
Mstep: Class 2 contains 93456 members 
Entering Unmasked Estep 
Score: -36511996.000000 Penalty: 6246.848633
	Iteration 5F: 3 clusters Score -3.6512e+07 nChanged 17654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213746 members 
Mstep: Class 2 contains 81172 members 
Entering Unmasked Estep 
Score: -36525432.000000 Penalty: 6246.848633
	Iteration 6F: 3 clusters Score -3.652543e+07 nChanged 16711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222463 members 
Mstep: Class 2 contains 72455 members 
Entering Unmasked Estep 
Score: -36536736.000000 Penalty: 6246.848633
	Iteration 7F: 3 clusters Score -3.653674e+07 nChanged 14981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226556 members 
Mstep: Class 2 contains 68362 members 
Entering Unmasked Estep 
Score: -36545116.000000 Penalty: 6246.848633
	Iteration 8F: 3 clusters Score -3.654512e+07 nChanged 13157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226833 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -36551008.000000 Penalty: 6246.848633
	Iteration 9Q: 3 clusters Score -3.655101e+07 nChanged 11272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224515 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
Score: -36555444.000000 Penalty: 6246.848633
	Iteration 10Q: 3 clusters Score -3.655544e+07 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221184 members 
Mstep: Class 2 contains 73734 members 
Entering Unmasked Estep 
Score: -36557732.000000 Penalty: 6246.848633
	Iteration 11Q: 3 clusters Score -3.655773e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217592 members 
Mstep: Class 2 contains 77326 members 
Entering Unmasked Estep 
Score: -36559748.000000 Penalty: 6246.848633
	Iteration 12Q: 3 clusters Score -3.655975e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214006 members 
Mstep: Class 2 contains 80912 members 
Entering Unmasked Estep 
Score: -36561096.000000 Penalty: 6246.848633
	Iteration 13Q: 3 clusters Score -3.65611e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210541 members 
Mstep: Class 2 contains 84377 members 
Entering Unmasked Estep 
Score: -36562152.000000 Penalty: 6246.848633
	Iteration 14Q: 3 clusters Score -3.656215e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207180 members 
Mstep: Class 2 contains 87738 members 
Entering Unmasked Estep 
Score: -36563196.000000 Penalty: 6246.848633
	Iteration 15Q: 3 clusters Score -3.65632e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203948 members 
Mstep: Class 2 contains 90970 members 
Entering Unmasked Estep 
Score: -36564488.000000 Penalty: 6246.848633
	Iteration 16Q: 3 clusters Score -3.656449e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200934 members 
Mstep: Class 2 contains 93984 members 
Entering Unmasked Estep 
Score: -36566100.000000 Penalty: 6246.848633
	Iteration 17Q: 3 clusters Score -3.65661e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198062 members 
Mstep: Class 2 contains 96856 members 
Entering Unmasked Estep 
Score: -36567348.000000 Penalty: 6246.848633
	Iteration 18Q: 3 clusters Score -3.656735e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195861 members 
Mstep: Class 2 contains 99057 members 
Entering Unmasked Estep 
Score: -36568412.000000 Penalty: 6246.848633
	Iteration 19Q: 3 clusters Score -3.656841e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194142 members 
Mstep: Class 2 contains 100776 members 
Entering Unmasked Estep 
Score: -36569324.000000 Penalty: 6246.848633
	Iteration 20F: 3 clusters Score -3.656932e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192703 members 
Mstep: Class 2 contains 102215 members 
Entering Unmasked Estep 
Score: -36569916.000000 Penalty: 6246.848633
	Iteration 21Q: 3 clusters Score -3.656992e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191230 members 
Mstep: Class 2 contains 103688 members 
Entering Unmasked Estep 
Score: -36570428.000000 Penalty: 6246.848633
	Iteration 22Q: 3 clusters Score -3.657043e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189990 members 
Mstep: Class 2 contains 104928 members 
Entering Unmasked Estep 
Score: -36570792.000000 Penalty: 6246.848633
	Iteration 23Q: 3 clusters Score -3.657079e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188879 members 
Mstep: Class 2 contains 106039 members 
Entering Unmasked Estep 
Score: -36571008.000000 Penalty: 6246.848633
	Iteration 24Q: 3 clusters Score -3.657101e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187757 members 
Mstep: Class 2 contains 107161 members 
Entering Unmasked Estep 
Score: -36571168.000000 Penalty: 6246.848633
	Iteration 25Q: 3 clusters Score -3.657117e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186924 members 
Mstep: Class 2 contains 107994 members 
Entering Unmasked Estep 
Score: -36571240.000000 Penalty: 6246.848633
	Iteration 26Q: 3 clusters Score -3.657124e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185981 members 
Mstep: Class 2 contains 108937 members 
Entering Unmasked Estep 
Score: -36571424.000000 Penalty: 6246.848633
	Iteration 27Q: 3 clusters Score -3.657142e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185131 members 
Mstep: Class 2 contains 109787 members 
Entering Unmasked Estep 
Score: -36571400.000000 Penalty: 6246.848633
	Iteration 28Q: 3 clusters Score -3.65714e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184350 members 
Mstep: Class 2 contains 110568 members 
Entering Unmasked Estep 
Score: -36571416.000000 Penalty: 6246.848633
	Iteration 29Q: 3 clusters Score -3.657142e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183814 members 
Mstep: Class 2 contains 111104 members 
Entering Unmasked Estep 
Score: -36571476.000000 Penalty: 6246.848633
	Iteration 30Q: 3 clusters Score -3.657148e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183147 members 
Mstep: Class 2 contains 111771 members 
Entering Unmasked Estep 
Score: -36571520.000000 Penalty: 6246.848633
	Iteration 31Q: 3 clusters Score -3.657152e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182465 members 
Mstep: Class 2 contains 112453 members 
Entering Unmasked Estep 
Score: -36571592.000000 Penalty: 6246.848633
	Iteration 32Q: 3 clusters Score -3.657159e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181798 members 
Mstep: Class 2 contains 113120 members 
Entering Unmasked Estep 
Score: -36571568.000000 Penalty: 6246.848633
	Iteration 33Q: 3 clusters Score -3.657157e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181237 members 
Mstep: Class 2 contains 113681 members 
Entering Unmasked Estep 
Score: -36571568.000000 Penalty: 6246.848633
	Iteration 34Q: 3 clusters Score -3.657157e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180643 members 
Mstep: Class 2 contains 114275 members 
Entering Unmasked Estep 
Score: -36571636.000000 Penalty: 6246.848633
	Iteration 35Q: 3 clusters Score -3.657164e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180015 members 
Mstep: Class 2 contains 114903 members 
Entering Unmasked Estep 
Score: -36571688.000000 Penalty: 6246.848633
	Iteration 36Q: 3 clusters Score -3.657169e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179294 members 
Mstep: Class 2 contains 115624 members 
Entering Unmasked Estep 
Score: -36571804.000000 Penalty: 6246.848633
	Iteration 37Q: 3 clusters Score -3.65718e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178737 members 
Mstep: Class 2 contains 116181 members 
Entering Unmasked Estep 
Score: -36571812.000000 Penalty: 6246.848633
	Iteration 38Q: 3 clusters Score -3.657181e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178319 members 
Mstep: Class 2 contains 116599 members 
Entering Unmasked Estep 
Score: -36571872.000000 Penalty: 6246.848633
	Iteration 39Q: 3 clusters Score -3.657187e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177849 members 
Mstep: Class 2 contains 117069 members 
Entering Unmasked Estep 
Score: -36571932.000000 Penalty: 6246.848633
	Iteration 40F: 3 clusters Score -3.657193e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177260 members 
Mstep: Class 2 contains 117658 members 
Entering Unmasked Estep 
Score: -36571872.000000 Penalty: 6246.848633
	Iteration 41Q: 3 clusters Score -3.657187e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176757 members 
Mstep: Class 2 contains 118161 members 
Entering Unmasked Estep 
Score: -36571932.000000 Penalty: 6246.848633
	Iteration 42Q: 3 clusters Score -3.657193e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176275 members 
Mstep: Class 2 contains 118643 members 
Entering Unmasked Estep 
Score: -36571920.000000 Penalty: 6246.848633
	Iteration 43Q: 3 clusters Score -3.657192e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175825 members 
Mstep: Class 2 contains 119093 members 
Entering Unmasked Estep 
Score: -36571984.000000 Penalty: 6246.848633
	Iteration 44Q: 3 clusters Score -3.657198e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175358 members 
Mstep: Class 2 contains 119560 members 
Entering Unmasked Estep 
Score: -36571996.000000 Penalty: 6246.848633
	Iteration 45Q: 3 clusters Score -3.6572e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174895 members 
Mstep: Class 2 contains 120023 members 
Entering Unmasked Estep 
Score: -36572064.000000 Penalty: 6246.848633
	Iteration 46Q: 3 clusters Score -3.657206e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174477 members 
Mstep: Class 2 contains 120441 members 
Entering Unmasked Estep 
Score: -36572060.000000 Penalty: 6246.848633
	Iteration 47Q: 3 clusters Score -3.657206e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174059 members 
Mstep: Class 2 contains 120859 members 
Entering Unmasked Estep 
Score: -36572052.000000 Penalty: 6246.848633
	Iteration 48Q: 3 clusters Score -3.657205e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173629 members 
Mstep: Class 2 contains 121289 members 
Entering Unmasked Estep 
Score: -36572024.000000 Penalty: 6246.848633
	Iteration 49Q: 3 clusters Score -3.657202e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173256 members 
Mstep: Class 2 contains 121662 members 
Entering Unmasked Estep 
Score: -36572052.000000 Penalty: 6246.848633
	Iteration 50Q: 3 clusters Score -3.657205e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172952 members 
Mstep: Class 2 contains 121966 members 
Entering Unmasked Estep 
Score: -36572028.000000 Penalty: 6246.848633
	Iteration 51Q: 3 clusters Score -3.657203e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172625 members 
Mstep: Class 2 contains 122293 members 
Entering Unmasked Estep 
Score: -36572096.000000 Penalty: 6246.848633
	Iteration 52Q: 3 clusters Score -3.65721e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172282 members 
Mstep: Class 2 contains 122636 members 
Entering Unmasked Estep 
Score: -36572148.000000 Penalty: 6246.848633
	Iteration 53Q: 3 clusters Score -3.657215e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171878 members 
Mstep: Class 2 contains 123040 members 
Entering Unmasked Estep 
Score: -36572212.000000 Penalty: 6246.848633
	Iteration 54Q: 3 clusters Score -3.657221e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171405 members 
Mstep: Class 2 contains 123513 members 
Entering Unmasked Estep 
Score: -36572220.000000 Penalty: 6246.848633
	Iteration 55Q: 3 clusters Score -3.657222e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171045 members 
Mstep: Class 2 contains 123873 members 
Entering Unmasked Estep 
Score: -36572200.000000 Penalty: 6246.848633
	Iteration 56Q: 3 clusters Score -3.65722e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170791 members 
Mstep: Class 2 contains 124127 members 
Entering Unmasked Estep 
Score: -36572212.000000 Penalty: 6246.848633
	Iteration 57Q: 3 clusters Score -3.657221e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170572 members 
Mstep: Class 2 contains 124346 members 
Entering Unmasked Estep 
Score: -36572264.000000 Penalty: 6246.848633
	Iteration 58Q: 3 clusters Score -3.657226e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170227 members 
Mstep: Class 2 contains 124691 members 
Entering Unmasked Estep 
Score: -36572320.000000 Penalty: 6246.848633
	Iteration 59Q: 3 clusters Score -3.657232e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169842 members 
Mstep: Class 2 contains 125076 members 
Entering Unmasked Estep 
Score: -36572392.000000 Penalty: 6246.848633
	Iteration 60F: 3 clusters Score -3.657239e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169424 members 
Mstep: Class 2 contains 125494 members 
Entering Unmasked Estep 
Score: -36572380.000000 Penalty: 6246.848633
	Iteration 61Q: 3 clusters Score -3.657238e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169177 members 
Mstep: Class 2 contains 125741 members 
Entering Unmasked Estep 
Score: -36572388.000000 Penalty: 6246.848633
	Iteration 62Q: 3 clusters Score -3.657239e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168933 members 
Mstep: Class 2 contains 125985 members 
Entering Unmasked Estep 
Score: -36572408.000000 Penalty: 6246.848633
	Iteration 63Q: 3 clusters Score -3.657241e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168735 members 
Mstep: Class 2 contains 126183 members 
Entering Unmasked Estep 
Score: -36572444.000000 Penalty: 6246.848633
	Iteration 64Q: 3 clusters Score -3.657244e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168581 members 
Mstep: Class 2 contains 126337 members 
Entering Unmasked Estep 
Score: -36572444.000000 Penalty: 6246.848633
	Iteration 65Q: 3 clusters Score -3.657244e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168327 members 
Mstep: Class 2 contains 126591 members 
Entering Unmasked Estep 
Score: -36572468.000000 Penalty: 6246.848633
	Iteration 66Q: 3 clusters Score -3.657247e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168150 members 
Mstep: Class 2 contains 126768 members 
Entering Unmasked Estep 
Score: -36572460.000000 Penalty: 6246.848633
	Iteration 67Q: 3 clusters Score -3.657246e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167992 members 
Mstep: Class 2 contains 126926 members 
Entering Unmasked Estep 
Score: -36572508.000000 Penalty: 6246.848633
	Iteration 68Q: 3 clusters Score -3.657251e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167810 members 
Mstep: Class 2 contains 127108 members 
Entering Unmasked Estep 
Score: -36572572.000000 Penalty: 6246.848633
	Iteration 69Q: 3 clusters Score -3.657257e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167605 members 
Mstep: Class 2 contains 127313 members 
Entering Unmasked Estep 
Score: -36572580.000000 Penalty: 6246.848633
	Iteration 70Q: 3 clusters Score -3.657258e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167389 members 
Mstep: Class 2 contains 127529 members 
Entering Unmasked Estep 
Score: -36572604.000000 Penalty: 6246.848633
	Iteration 71Q: 3 clusters Score -3.65726e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167111 members 
Mstep: Class 2 contains 127807 members 
Entering Unmasked Estep 
Score: -36572580.000000 Penalty: 6246.848633
	Iteration 72Q: 3 clusters Score -3.657258e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166926 members 
Mstep: Class 2 contains 127992 members 
Entering Unmasked Estep 
Score: -36572624.000000 Penalty: 6246.848633
	Iteration 73Q: 3 clusters Score -3.657262e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166702 members 
Mstep: Class 2 contains 128216 members 
Entering Unmasked Estep 
Score: -36572536.000000 Penalty: 6246.848633
	Iteration 74Q: 3 clusters Score -3.657254e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166484 members 
Mstep: Class 2 contains 128434 members 
Entering Unmasked Estep 
Score: -36572524.000000 Penalty: 6246.848633
	Iteration 75Q: 3 clusters Score -3.657252e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166298 members 
Mstep: Class 2 contains 128620 members 
Entering Unmasked Estep 
Score: -36572508.000000 Penalty: 6246.848633
	Iteration 76Q: 3 clusters Score -3.657251e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166127 members 
Mstep: Class 2 contains 128791 members 
Entering Unmasked Estep 
Score: -36572544.000000 Penalty: 6246.848633
	Iteration 77Q: 3 clusters Score -3.657254e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165995 members 
Mstep: Class 2 contains 128923 members 
Entering Unmasked Estep 
Score: -36572516.000000 Penalty: 6246.848633
	Iteration 78Q: 3 clusters Score -3.657252e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165882 members 
Mstep: Class 2 contains 129036 members 
Entering Unmasked Estep 
Score: -36572508.000000 Penalty: 6246.848633
	Iteration 79Q: 3 clusters Score -3.657251e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165724 members 
Mstep: Class 2 contains 129194 members 
Entering Unmasked Estep 
Score: -36572528.000000 Penalty: 6246.848633
	Iteration 80F: 3 clusters Score -3.657253e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165696 members 
Mstep: Class 2 contains 129222 members 
Entering Unmasked Estep 
Score: -36572532.000000 Penalty: 6246.848633
	Iteration 81Q: 3 clusters Score -3.657253e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165664 members 
Mstep: Class 2 contains 129254 members 
Entering Unmasked Estep 
Score: -36572528.000000 Penalty: 6246.848633
	Iteration 82Q: 3 clusters Score -3.657253e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165626 members 
Mstep: Class 2 contains 129292 members 
Entering Unmasked Estep 
Score: -36572504.000000 Penalty: 6246.848633
	Iteration 83Q: 3 clusters Score -3.65725e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165550 members 
Mstep: Class 2 contains 129368 members 
Entering Unmasked Estep 
Score: -36572536.000000 Penalty: 6246.848633
	Iteration 84Q: 3 clusters Score -3.657254e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165497 members 
Mstep: Class 2 contains 129421 members 
Entering Unmasked Estep 
Score: -36572576.000000 Penalty: 6246.848633
	Iteration 85Q: 3 clusters Score -3.657258e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165472 members 
Mstep: Class 2 contains 129446 members 
Entering Unmasked Estep 
Score: -36572576.000000 Penalty: 6246.848633
	Iteration 86Q: 3 clusters Score -3.657258e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165450 members 
Mstep: Class 2 contains 129468 members 
Entering Unmasked Estep 
Score: -36572576.000000 Penalty: 6246.848633
	Iteration 87Q: 3 clusters Score -3.657258e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165403 members 
Mstep: Class 2 contains 129515 members 
Entering Unmasked Estep 
Score: -36572568.000000 Penalty: 6246.848633
	Iteration 88Q: 3 clusters Score -3.657257e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165365 members 
Mstep: Class 2 contains 129553 members 
Entering Unmasked Estep 
Score: -36572604.000000 Penalty: 6246.848633
	Iteration 89Q: 3 clusters Score -3.65726e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165335 members 
Mstep: Class 2 contains 129583 members 
Entering Unmasked Estep 
Score: -36572556.000000 Penalty: 6246.848633
	Iteration 90Q: 3 clusters Score -3.657256e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165268 members 
Mstep: Class 2 contains 129650 members 
Entering Unmasked Estep 
Score: -36572568.000000 Penalty: 6246.848633
	Iteration 91Q: 3 clusters Score -3.657257e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165191 members 
Mstep: Class 2 contains 129727 members 
Entering Unmasked Estep 
Score: -36572580.000000 Penalty: 6246.848633
	Iteration 92Q: 3 clusters Score -3.657258e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165083 members 
Mstep: Class 2 contains 129835 members 
Entering Unmasked Estep 
Score: -36572568.000000 Penalty: 6246.848633
	Iteration 93Q: 3 clusters Score -3.657257e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165013 members 
Mstep: Class 2 contains 129905 members 
Entering Unmasked Estep 
Score: -36572592.000000 Penalty: 6246.848633
	Iteration 94Q: 3 clusters Score -3.657259e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164947 members 
Mstep: Class 2 contains 129971 members 
Entering Unmasked Estep 
Score: -36572624.000000 Penalty: 6246.848633
	Iteration 95Q: 3 clusters Score -3.657262e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164868 members 
Mstep: Class 2 contains 130050 members 
Entering Unmasked Estep 
Score: -36572636.000000 Penalty: 6246.848633
	Iteration 96Q: 3 clusters Score -3.657264e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164848 members 
Mstep: Class 2 contains 130070 members 
Entering Unmasked Estep 
Score: -36572624.000000 Penalty: 6246.848633
	Iteration 97Q: 3 clusters Score -3.657262e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164824 members 
Mstep: Class 2 contains 130094 members 
Entering Unmasked Estep 
Score: -36572628.000000 Penalty: 6246.848633
	Iteration 98Q: 3 clusters Score -3.657263e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164807 members 
Mstep: Class 2 contains 130111 members 
Entering Unmasked Estep 
Score: -36572652.000000 Penalty: 6246.848633
	Iteration 99Q: 3 clusters Score -3.657265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164799 members 
Mstep: Class 2 contains 130119 members 
Entering Unmasked Estep 
Score: -36572640.000000 Penalty: 6246.848633
	Iteration 100F: 3 clusters Score -3.657264e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164769 members 
Mstep: Class 2 contains 130149 members 
Entering Unmasked Estep 
Score: -36572632.000000 Penalty: 6246.848633
	Iteration 101Q: 3 clusters Score -3.657263e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164726 members 
Mstep: Class 2 contains 130192 members 
Entering Unmasked Estep 
Score: -36572612.000000 Penalty: 6246.848633
	Iteration 102Q: 3 clusters Score -3.657261e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164697 members 
Mstep: Class 2 contains 130221 members 
Entering Unmasked Estep 
Score: -36572624.000000 Penalty: 6246.848633
	Iteration 103Q: 3 clusters Score -3.657262e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164655 members 
Mstep: Class 2 contains 130263 members 
Entering Unmasked Estep 
Score: -36572640.000000 Penalty: 6246.848633
	Iteration 104Q: 3 clusters Score -3.657264e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164538 members 
Mstep: Class 2 contains 130380 members 
Entering Unmasked Estep 
Score: -36572676.000000 Penalty: 6246.848633
	Iteration 105Q: 3 clusters Score -3.657268e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164452 members 
Mstep: Class 2 contains 130466 members 
Entering Unmasked Estep 
Score: -36572656.000000 Penalty: 6246.848633
	Iteration 106Q: 3 clusters Score -3.657266e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164393 members 
Mstep: Class 2 contains 130525 members 
Entering Unmasked Estep 
Score: -36572668.000000 Penalty: 6246.848633
	Iteration 107Q: 3 clusters Score -3.657267e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164336 members 
Mstep: Class 2 contains 130582 members 
Entering Unmasked Estep 
Score: -36572668.000000 Penalty: 6246.848633
	Iteration 108Q: 3 clusters Score -3.657267e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164302 members 
Mstep: Class 2 contains 130616 members 
Entering Unmasked Estep 
Score: -36572688.000000 Penalty: 6246.848633
	Iteration 109Q: 3 clusters Score -3.657269e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164286 members 
Mstep: Class 2 contains 130632 members 
Entering Unmasked Estep 
Score: -36572660.000000 Penalty: 6246.848633
	Iteration 110Q: 3 clusters Score -3.657266e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164268 members 
Mstep: Class 2 contains 130650 members 
Entering Unmasked Estep 
Score: -36572672.000000 Penalty: 6246.848633
	Iteration 111Q: 3 clusters Score -3.657267e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164249 members 
Mstep: Class 2 contains 130669 members 
Entering Unmasked Estep 
Score: -36572700.000000 Penalty: 6246.848633
	Iteration 112Q: 3 clusters Score -3.65727e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164245 members 
Mstep: Class 2 contains 130673 members 
Entering Unmasked Estep 
Score: -36572660.000000 Penalty: 6246.848633
	Iteration 113Q: 3 clusters Score -3.657266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164235 members 
Mstep: Class 2 contains 130683 members 
Entering Unmasked Estep 
Score: -36572692.000000 Penalty: 6246.848633
	Iteration 114Q: 3 clusters Score -3.657269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164229 members 
Mstep: Class 2 contains 130689 members 
Entering Unmasked Estep 
Score: -36572668.000000 Penalty: 6246.848633
	Iteration 115Q: 3 clusters Score -3.657267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164226 members 
Mstep: Class 2 contains 130692 members 
Entering Unmasked Estep 
Score: -36572712.000000 Penalty: 6246.848633
	Iteration 116Q: 3 clusters Score -3.657271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164214 members 
Mstep: Class 2 contains 130704 members 
Entering Unmasked Estep 
Score: -36572700.000000 Penalty: 6246.848633
	Iteration 117Q: 3 clusters Score -3.65727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164211 members 
Mstep: Class 2 contains 130707 members 
Entering Unmasked Estep 
Score: -36572712.000000 Penalty: 6246.848633
	Iteration 118Q: 3 clusters Score -3.657271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164205 members 
Mstep: Class 2 contains 130713 members 
Entering Unmasked Estep 
Score: -36572700.000000 Penalty: 6246.848633
	Iteration 119Q: 3 clusters Score -3.65727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164200 members 
Mstep: Class 2 contains 130718 members 
Entering Unmasked Estep 
Score: -36572700.000000 Penalty: 6246.848633
	Iteration 120F: 3 clusters Score -3.65727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164194 members 
Mstep: Class 2 contains 130724 members 
Entering Unmasked Estep 
Score: -36572712.000000 Penalty: 6246.848633
	Iteration 121Q: 3 clusters Score -3.657271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164187 members 
Mstep: Class 2 contains 130731 members 
Entering Unmasked Estep 
Score: -36572712.000000 Penalty: 6246.848633
	Iteration 122Q: 3 clusters Score -3.657271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164180 members 
Mstep: Class 2 contains 130738 members 
Entering Unmasked Estep 
Score: -36572700.000000 Penalty: 6246.848633
	Iteration 123Q: 3 clusters Score -3.65727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164176 members 
Mstep: Class 2 contains 130742 members 
Entering Unmasked Estep 
Score: -36572716.000000 Penalty: 6246.848633
	Iteration 124Q: 3 clusters Score -3.657272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164170 members 
Mstep: Class 2 contains 130748 members 
Entering Unmasked Estep 
Score: -36572696.000000 Penalty: 6246.848633
	Iteration 125Q: 3 clusters Score -3.65727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164168 members 
Mstep: Class 2 contains 130750 members 
Entering Unmasked Estep 
Score: -36572712.000000 Penalty: 6246.848633
	Iteration 126Q: 3 clusters Score -3.657271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164168 members 
Mstep: Class 2 contains 130750 members 
Entering Unmasked Estep 
Score: -36572712.000000 Penalty: 6246.848633
	Iteration 127F: 3 clusters Score -3.657271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Entering Unmasked Estep 
Score: -1240348.000000 Penalty: 2293.867432
	Iteration 0F: 2 clusters Score -1240348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1232479.750000 Penalty: 4587.734863
	Iteration 0F: 3 clusters Score -1232480 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1234854.875000 Penalty: 4587.734863
	Iteration 1F: 3 clusters Score -1234855 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1235265.375000 Penalty: 4587.734863
	Iteration 2F: 3 clusters Score -1235265 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1235650.500000 Penalty: 4587.734863
	Iteration 3F: 3 clusters Score -1235650 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1236040.125000 Penalty: 4587.734863
	Iteration 4F: 3 clusters Score -1236040 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1236409.125000 Penalty: 4587.734863
	Iteration 5F: 3 clusters Score -1236409 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1236775.875000 Penalty: 4587.734863
	Iteration 6F: 3 clusters Score -1236776 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1237120.750000 Penalty: 4587.734863
	Iteration 7Q: 3 clusters Score -1237121 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1237432.125000 Penalty: 4587.734863
	Iteration 8Q: 3 clusters Score -1237432 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1237668.125000 Penalty: 4587.734863
	Iteration 9Q: 3 clusters Score -1237668 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1237856.875000 Penalty: 4587.734863
	Iteration 10Q: 3 clusters Score -1237857 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1238030.500000 Penalty: 4587.734863
	Iteration 11Q: 3 clusters Score -1238030 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1238184.000000 Penalty: 4587.734863
	Iteration 12Q: 3 clusters Score -1238184 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1238315.250000 Penalty: 4587.734863
	Iteration 13Q: 3 clusters Score -1238315 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1238443.500000 Penalty: 4587.734863
	Iteration 14Q: 3 clusters Score -1238444 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1238521.000000 Penalty: 4587.734863
	Iteration 15Q: 3 clusters Score -1238521 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1238591.625000 Penalty: 4587.734863
	Iteration 16Q: 3 clusters Score -1238592 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1238644.500000 Penalty: 4587.734863
	Iteration 17Q: 3 clusters Score -1238644 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1238691.875000 Penalty: 4587.734863
	Iteration 18Q: 3 clusters Score -1238692 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1238737.500000 Penalty: 4587.734863
	Iteration 19Q: 3 clusters Score -1238738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1238766.750000 Penalty: 4587.734863
	Iteration 20F: 3 clusters Score -1238767 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1238790.875000 Penalty: 4587.734863
	Iteration 21Q: 3 clusters Score -1238791 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1238804.500000 Penalty: 4587.734863
	Iteration 22Q: 3 clusters Score -1238804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1238817.250000 Penalty: 4587.734863
	Iteration 23Q: 3 clusters Score -1238817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1238825.000000 Penalty: 4587.734863
	Iteration 24Q: 3 clusters Score -1238825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1238833.125000 Penalty: 4587.734863
	Iteration 25Q: 3 clusters Score -1238833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1238837.500000 Penalty: 4587.734863
	Iteration 26Q: 3 clusters Score -1238838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1238842.000000 Penalty: 4587.734863
	Iteration 27Q: 3 clusters Score -1238842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1238847.625000 Penalty: 4587.734863
	Iteration 28Q: 3 clusters Score -1238848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1238852.125000 Penalty: 4587.734863
	Iteration 29Q: 3 clusters Score -1238852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1238855.000000 Penalty: 4587.734863
	Iteration 30Q: 3 clusters Score -1238855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1238855.875000 Penalty: 4587.734863
	Iteration 31Q: 3 clusters Score -1238856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1238864.250000 Penalty: 4587.734863
	Iteration 32Q: 3 clusters Score -1238864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1238866.375000 Penalty: 4587.734863
	Iteration 33Q: 3 clusters Score -1238866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1238868.375000 Penalty: 4587.734863
	Iteration 34Q: 3 clusters Score -1238868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1238868.000000 Penalty: 4587.734863
	Iteration 35Q: 3 clusters Score -1238868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1238869.250000 Penalty: 4587.734863
	Iteration 36Q: 3 clusters Score -1238869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1238869.750000 Penalty: 4587.734863
	Iteration 37Q: 3 clusters Score -1238870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1238869.750000 Penalty: 4587.734863
	Iteration 38F: 3 clusters Score -1238870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Entering Unmasked Estep 
Score: -3990309.750000 Penalty: 2568.893555
	Iteration 0F: 2 clusters Score -3990310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -3968807.250000 Penalty: 5137.787109
	Iteration 0F: 3 clusters Score -3968807 nChanged 14250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -3976582.500000 Penalty: 5137.787109
	Iteration 1F: 3 clusters Score -3976582 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -3977132.000000 Penalty: 5137.787109
	Iteration 2Q: 3 clusters Score -3977132 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -3977631.500000 Penalty: 5137.787109
	Iteration 3Q: 3 clusters Score -3977632 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -3978132.000000 Penalty: 5137.787109
	Iteration 4Q: 3 clusters Score -3978132 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -3978650.750000 Penalty: 5137.787109
	Iteration 5Q: 3 clusters Score -3978651 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -3979320.250000 Penalty: 5137.787109
	Iteration 6Q: 3 clusters Score -3979320 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3980193.250000 Penalty: 5137.787109
	Iteration 7F: 3 clusters Score -3980193 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -3981276.750000 Penalty: 5137.787109
	Iteration 8F: 3 clusters Score -3981277 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3982506.750000 Penalty: 5137.787109
	Iteration 9F: 3 clusters Score -3982507 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -3983703.500000 Penalty: 5137.787109
	Iteration 10F: 3 clusters Score -3983704 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -3984680.500000 Penalty: 5137.787109
	Iteration 11Q: 3 clusters Score -3984680 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -3985262.750000 Penalty: 5137.787109
	Iteration 12Q: 3 clusters Score -3985263 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -3985539.750000 Penalty: 5137.787109
	Iteration 13Q: 3 clusters Score -3985540 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -3985721.750000 Penalty: 5137.787109
	Iteration 14Q: 3 clusters Score -3985722 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -3985808.250000 Penalty: 5137.787109
	Iteration 15Q: 3 clusters Score -3985808 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -3985907.750000 Penalty: 5137.787109
	Iteration 16Q: 3 clusters Score -3985908 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -3985984.500000 Penalty: 5137.787109
	Iteration 17Q: 3 clusters Score -3985984 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -3986079.750000 Penalty: 5137.787109
	Iteration 18Q: 3 clusters Score -3986080 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -3986194.000000 Penalty: 5137.787109
	Iteration 19Q: 3 clusters Score -3986194 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -3986304.250000 Penalty: 5137.787109
	Iteration 20F: 3 clusters Score -3986304 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -3986400.750000 Penalty: 5137.787109
	Iteration 21Q: 3 clusters Score -3986401 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -3986468.250000 Penalty: 5137.787109
	Iteration 22Q: 3 clusters Score -3986468 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -3986569.500000 Penalty: 5137.787109
	Iteration 23Q: 3 clusters Score -3986570 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -3986648.000000 Penalty: 5137.787109
	Iteration 24Q: 3 clusters Score -3986648 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -3986713.750000 Penalty: 5137.787109
	Iteration 25Q: 3 clusters Score -3986714 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -3986773.000000 Penalty: 5137.787109
	Iteration 26Q: 3 clusters Score -3986773 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -3986853.250000 Penalty: 5137.787109
	Iteration 27Q: 3 clusters Score -3986853 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -3986946.250000 Penalty: 5137.787109
	Iteration 28Q: 3 clusters Score -3986946 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -3987022.500000 Penalty: 5137.787109
	Iteration 29Q: 3 clusters Score -3987022 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -3987104.750000 Penalty: 5137.787109
	Iteration 30Q: 3 clusters Score -3987105 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -3987160.000000 Penalty: 5137.787109
	Iteration 31Q: 3 clusters Score -3987160 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -3987244.500000 Penalty: 5137.787109
	Iteration 32Q: 3 clusters Score -3987244 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -3987303.000000 Penalty: 5137.787109
	Iteration 33Q: 3 clusters Score -3987303 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -3987366.500000 Penalty: 5137.787109
	Iteration 34Q: 3 clusters Score -3987366 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -3987416.250000 Penalty: 5137.787109
	Iteration 35Q: 3 clusters Score -3987416 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3987480.500000 Penalty: 5137.787109
	Iteration 36Q: 3 clusters Score -3987480 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -3987533.750000 Penalty: 5137.787109
	Iteration 37Q: 3 clusters Score -3987534 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3987598.750000 Penalty: 5137.787109
	Iteration 38Q: 3 clusters Score -3987599 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -3987661.000000 Penalty: 5137.787109
	Iteration 39Q: 3 clusters Score -3987661 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -3987704.500000 Penalty: 5137.787109
	Iteration 40F: 3 clusters Score -3987704 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3987757.750000 Penalty: 5137.787109
	Iteration 41Q: 3 clusters Score -3987758 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -3987828.750000 Penalty: 5137.787109
	Iteration 42Q: 3 clusters Score -3987829 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -3987871.750000 Penalty: 5137.787109
	Iteration 43Q: 3 clusters Score -3987872 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3987907.000000 Penalty: 5137.787109
	Iteration 44Q: 3 clusters Score -3987907 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -3987949.750000 Penalty: 5137.787109
	Iteration 45Q: 3 clusters Score -3987950 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3987996.250000 Penalty: 5137.787109
	Iteration 46Q: 3 clusters Score -3987996 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -3988042.750000 Penalty: 5137.787109
	Iteration 47Q: 3 clusters Score -3988043 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3988061.250000 Penalty: 5137.787109
	Iteration 48Q: 3 clusters Score -3988061 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3988090.500000 Penalty: 5137.787109
	Iteration 49Q: 3 clusters Score -3988090 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3988097.750000 Penalty: 5137.787109
	Iteration 50Q: 3 clusters Score -3988098 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3988136.250000 Penalty: 5137.787109
	Iteration 51Q: 3 clusters Score -3988136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3988165.250000 Penalty: 5137.787109
	Iteration 52Q: 3 clusters Score -3988165 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3988181.500000 Penalty: 5137.787109
	Iteration 53Q: 3 clusters Score -3988182 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3988200.000000 Penalty: 5137.787109
	Iteration 54Q: 3 clusters Score -3988200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3988212.250000 Penalty: 5137.787109
	Iteration 55Q: 3 clusters Score -3988212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3988226.000000 Penalty: 5137.787109
	Iteration 56Q: 3 clusters Score -3988226 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3988234.250000 Penalty: 5137.787109
	Iteration 57Q: 3 clusters Score -3988234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3988248.500000 Penalty: 5137.787109
	Iteration 58Q: 3 clusters Score -3988248 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3988263.750000 Penalty: 5137.787109
	Iteration 59Q: 3 clusters Score -3988264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3988276.750000 Penalty: 5137.787109
	Iteration 60F: 3 clusters Score -3988277 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3988284.750000 Penalty: 5137.787109
	Iteration 61Q: 3 clusters Score -3988285 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3988292.500000 Penalty: 5137.787109
	Iteration 62Q: 3 clusters Score -3988292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3988304.250000 Penalty: 5137.787109
	Iteration 63Q: 3 clusters Score -3988304 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3988314.500000 Penalty: 5137.787109
	Iteration 64Q: 3 clusters Score -3988314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3988313.750000 Penalty: 5137.787109
	Iteration 65Q: 3 clusters Score -3988314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3988314.000000 Penalty: 5137.787109
	Iteration 66Q: 3 clusters Score -3988314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3988326.000000 Penalty: 5137.787109
	Iteration 67Q: 3 clusters Score -3988326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3988331.000000 Penalty: 5137.787109
	Iteration 68Q: 3 clusters Score -3988331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3988329.750000 Penalty: 5137.787109
	Iteration 69Q: 3 clusters Score -3988330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3988337.750000 Penalty: 5137.787109
	Iteration 70Q: 3 clusters Score -3988338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3988339.500000 Penalty: 5137.787109
	Iteration 71Q: 3 clusters Score -3988340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3988347.000000 Penalty: 5137.787109
	Iteration 72Q: 3 clusters Score -3988347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3988348.750000 Penalty: 5137.787109
	Iteration 73Q: 3 clusters Score -3988349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3988350.750000 Penalty: 5137.787109
	Iteration 74Q: 3 clusters Score -3988351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3988357.500000 Penalty: 5137.787109
	Iteration 75Q: 3 clusters Score -3988358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3988358.500000 Penalty: 5137.787109
	Iteration 76Q: 3 clusters Score -3988358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3988352.500000 Penalty: 5137.787109
	Iteration 77Q: 3 clusters Score -3988352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3988358.250000 Penalty: 5137.787109
	Iteration 78Q: 3 clusters Score -3988358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3988360.250000 Penalty: 5137.787109
	Iteration 79Q: 3 clusters Score -3988360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3988361.750000 Penalty: 5137.787109
	Iteration 80F: 3 clusters Score -3988362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3988360.500000 Penalty: 5137.787109
	Iteration 81Q: 3 clusters Score -3988360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3988359.000000 Penalty: 5137.787109
	Iteration 82Q: 3 clusters Score -3988359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3988360.500000 Penalty: 5137.787109
	Iteration 83Q: 3 clusters Score -3988360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3988363.750000 Penalty: 5137.787109
	Iteration 84Q: 3 clusters Score -3988364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3988368.750000 Penalty: 5137.787109
	Iteration 85Q: 3 clusters Score -3988369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3988377.750000 Penalty: 5137.787109
	Iteration 86Q: 3 clusters Score -3988378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3988380.500000 Penalty: 5137.787109
	Iteration 87Q: 3 clusters Score -3988380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3988388.250000 Penalty: 5137.787109
	Iteration 88Q: 3 clusters Score -3988388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3988389.250000 Penalty: 5137.787109
	Iteration 89Q: 3 clusters Score -3988389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3988403.000000 Penalty: 5137.787109
	Iteration 90Q: 3 clusters Score -3988403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3988397.000000 Penalty: 5137.787109
	Iteration 91Q: 3 clusters Score -3988397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3988400.000000 Penalty: 5137.787109
	Iteration 92Q: 3 clusters Score -3988400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3988406.500000 Penalty: 5137.787109
	Iteration 93Q: 3 clusters Score -3988406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3988405.750000 Penalty: 5137.787109
	Iteration 94Q: 3 clusters Score -3988406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3988415.750000 Penalty: 5137.787109
	Iteration 95Q: 3 clusters Score -3988416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3988416.250000 Penalty: 5137.787109
	Iteration 96Q: 3 clusters Score -3988416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3988412.500000 Penalty: 5137.787109
	Iteration 97Q: 3 clusters Score -3988412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3988415.500000 Penalty: 5137.787109
	Iteration 98Q: 3 clusters Score -3988416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3988419.750000 Penalty: 5137.787109
	Iteration 99Q: 3 clusters Score -3988420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3988426.750000 Penalty: 5137.787109
	Iteration 100F: 3 clusters Score -3988427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3988435.250000 Penalty: 5137.787109
	Iteration 101Q: 3 clusters Score -3988435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3988437.500000 Penalty: 5137.787109
	Iteration 102Q: 3 clusters Score -3988438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3988432.250000 Penalty: 5137.787109
	Iteration 103Q: 3 clusters Score -3988432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3988436.250000 Penalty: 5137.787109
	Iteration 104Q: 3 clusters Score -3988436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3988444.250000 Penalty: 5137.787109
	Iteration 105Q: 3 clusters Score -3988444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3988444.750000 Penalty: 5137.787109
	Iteration 106Q: 3 clusters Score -3988445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3988443.250000 Penalty: 5137.787109
	Iteration 107Q: 3 clusters Score -3988443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3988442.750000 Penalty: 5137.787109
	Iteration 108Q: 3 clusters Score -3988443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3988442.250000 Penalty: 5137.787109
	Iteration 109Q: 3 clusters Score -3988442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3988444.250000 Penalty: 5137.787109
	Iteration 110Q: 3 clusters Score -3988444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3988446.750000 Penalty: 5137.787109
	Iteration 111Q: 3 clusters Score -3988447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3988446.750000 Penalty: 5137.787109
	Iteration 112F: 3 clusters Score -3988447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Entering Unmasked Estep 
Score: -859785.062500 Penalty: 2189.793457
	Iteration 0F: 2 clusters Score -859785.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -854092.062500 Penalty: 4379.586914
	Iteration 0F: 3 clusters Score -854092.1 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -855537.625000 Penalty: 4379.586914
	Iteration 1F: 3 clusters Score -855537.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -855777.875000 Penalty: 4379.586914
	Iteration 2F: 3 clusters Score -855777.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -855917.750000 Penalty: 4379.586914
	Iteration 3Q: 3 clusters Score -855917.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -856014.000000 Penalty: 4379.586914
	Iteration 4Q: 3 clusters Score -856014 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -856099.500000 Penalty: 4379.586914
	Iteration 5Q: 3 clusters Score -856099.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -856180.375000 Penalty: 4379.586914
	Iteration 6Q: 3 clusters Score -856180.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -856251.375000 Penalty: 4379.586914
	Iteration 7Q: 3 clusters Score -856251.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -856314.000000 Penalty: 4379.586914
	Iteration 8Q: 3 clusters Score -856314 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -856371.750000 Penalty: 4379.586914
	Iteration 9Q: 3 clusters Score -856371.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -856431.750000 Penalty: 4379.586914
	Iteration 10Q: 3 clusters Score -856431.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -856483.375000 Penalty: 4379.586914
	Iteration 11Q: 3 clusters Score -856483.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -856548.562500 Penalty: 4379.586914
	Iteration 12Q: 3 clusters Score -856548.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -856618.625000 Penalty: 4379.586914
	Iteration 13Q: 3 clusters Score -856618.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -856692.000000 Penalty: 4379.586914
	Iteration 14Q: 3 clusters Score -856692 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -856767.562500 Penalty: 4379.586914
	Iteration 15Q: 3 clusters Score -856767.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -856862.562500 Penalty: 4379.586914
	Iteration 16Q: 3 clusters Score -856862.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -856960.625000 Penalty: 4379.586914
	Iteration 17Q: 3 clusters Score -856960.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -857053.125000 Penalty: 4379.586914
	Iteration 18Q: 3 clusters Score -857053.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -857157.250000 Penalty: 4379.586914
	Iteration 19Q: 3 clusters Score -857157.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -857244.000000 Penalty: 4379.586914
	Iteration 20F: 3 clusters Score -857244 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -857323.000000 Penalty: 4379.586914
	Iteration 21Q: 3 clusters Score -857323 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -857385.000000 Penalty: 4379.586914
	Iteration 22Q: 3 clusters Score -857385 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -857428.562500 Penalty: 4379.586914
	Iteration 23Q: 3 clusters Score -857428.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -857468.187500 Penalty: 4379.586914
	Iteration 24Q: 3 clusters Score -857468.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -857504.875000 Penalty: 4379.586914
	Iteration 25Q: 3 clusters Score -857504.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -857535.187500 Penalty: 4379.586914
	Iteration 26Q: 3 clusters Score -857535.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -857561.437500 Penalty: 4379.586914
	Iteration 27Q: 3 clusters Score -857561.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -857585.625000 Penalty: 4379.586914
	Iteration 28Q: 3 clusters Score -857585.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -857605.500000 Penalty: 4379.586914
	Iteration 29Q: 3 clusters Score -857605.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -857632.250000 Penalty: 4379.586914
	Iteration 30Q: 3 clusters Score -857632.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -857659.437500 Penalty: 4379.586914
	Iteration 31Q: 3 clusters Score -857659.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -857686.625000 Penalty: 4379.586914
	Iteration 32Q: 3 clusters Score -857686.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -857706.187500 Penalty: 4379.586914
	Iteration 33Q: 3 clusters Score -857706.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -857719.062500 Penalty: 4379.586914
	Iteration 34Q: 3 clusters Score -857719.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -857731.375000 Penalty: 4379.586914
	Iteration 35Q: 3 clusters Score -857731.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -857745.125000 Penalty: 4379.586914
	Iteration 36Q: 3 clusters Score -857745.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -857762.375000 Penalty: 4379.586914
	Iteration 37Q: 3 clusters Score -857762.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -857777.625000 Penalty: 4379.586914
	Iteration 38Q: 3 clusters Score -857777.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -857795.687500 Penalty: 4379.586914
	Iteration 39Q: 3 clusters Score -857795.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -857801.562500 Penalty: 4379.586914
	Iteration 40F: 3 clusters Score -857801.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -857811.187500 Penalty: 4379.586914
	Iteration 41Q: 3 clusters Score -857811.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -857825.812500 Penalty: 4379.586914
	Iteration 42Q: 3 clusters Score -857825.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -857841.375000 Penalty: 4379.586914
	Iteration 43Q: 3 clusters Score -857841.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -857850.562500 Penalty: 4379.586914
	Iteration 44Q: 3 clusters Score -857850.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -857856.625000 Penalty: 4379.586914
	Iteration 45Q: 3 clusters Score -857856.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -857863.250000 Penalty: 4379.586914
	Iteration 46Q: 3 clusters Score -857863.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -857866.562500 Penalty: 4379.586914
	Iteration 47Q: 3 clusters Score -857866.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -857872.437500 Penalty: 4379.586914
	Iteration 48Q: 3 clusters Score -857872.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -857875.312500 Penalty: 4379.586914
	Iteration 49Q: 3 clusters Score -857875.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -857877.937500 Penalty: 4379.586914
	Iteration 50Q: 3 clusters Score -857877.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -857878.250000 Penalty: 4379.586914
	Iteration 51Q: 3 clusters Score -857878.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -857881.125000 Penalty: 4379.586914
	Iteration 52Q: 3 clusters Score -857881.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -857881.312500 Penalty: 4379.586914
	Iteration 53Q: 3 clusters Score -857881.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -857883.625000 Penalty: 4379.586914
	Iteration 54Q: 3 clusters Score -857883.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -857885.250000 Penalty: 4379.586914
	Iteration 55Q: 3 clusters Score -857885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -857887.062500 Penalty: 4379.586914
	Iteration 56Q: 3 clusters Score -857887.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -857886.312500 Penalty: 4379.586914
	Iteration 57Q: 3 clusters Score -857886.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -857886.312500 Penalty: 4379.586914
	Iteration 58F: 3 clusters Score -857886.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Entering Unmasked Estep 
Score: -2348770.250000 Penalty: 2447.357910
	Iteration 0F: 2 clusters Score -2348770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2335108.000000 Penalty: 4894.715820
	Iteration 0F: 3 clusters Score -2335108 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2339566.500000 Penalty: 4894.715820
	Iteration 1F: 3 clusters Score -2339566 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2339990.750000 Penalty: 4894.715820
	Iteration 2F: 3 clusters Score -2339991 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2340331.250000 Penalty: 4894.715820
	Iteration 3Q: 3 clusters Score -2340331 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2340605.250000 Penalty: 4894.715820
	Iteration 4Q: 3 clusters Score -2340605 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2340935.500000 Penalty: 4894.715820
	Iteration 5Q: 3 clusters Score -2340936 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2341348.500000 Penalty: 4894.715820
	Iteration 6Q: 3 clusters Score -2341348 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2341838.750000 Penalty: 4894.715820
	Iteration 7Q: 3 clusters Score -2341839 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2342526.500000 Penalty: 4894.715820
	Iteration 8F: 3 clusters Score -2342526 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2343376.500000 Penalty: 4894.715820
	Iteration 9F: 3 clusters Score -2343376 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2344278.250000 Penalty: 4894.715820
	Iteration 10F: 3 clusters Score -2344278 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2345062.750000 Penalty: 4894.715820
	Iteration 11Q: 3 clusters Score -2345063 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2345651.250000 Penalty: 4894.715820
	Iteration 12Q: 3 clusters Score -2345651 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2346043.750000 Penalty: 4894.715820
	Iteration 13Q: 3 clusters Score -2346044 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2346279.500000 Penalty: 4894.715820
	Iteration 14Q: 3 clusters Score -2346280 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2346403.500000 Penalty: 4894.715820
	Iteration 15Q: 3 clusters Score -2346404 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2346484.750000 Penalty: 4894.715820
	Iteration 16Q: 3 clusters Score -2346485 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2346540.250000 Penalty: 4894.715820
	Iteration 17Q: 3 clusters Score -2346540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2346580.250000 Penalty: 4894.715820
	Iteration 18Q: 3 clusters Score -2346580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2346610.500000 Penalty: 4894.715820
	Iteration 19Q: 3 clusters Score -2346610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2346629.000000 Penalty: 4894.715820
	Iteration 20F: 3 clusters Score -2346629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2346641.750000 Penalty: 4894.715820
	Iteration 21Q: 3 clusters Score -2346642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2346643.750000 Penalty: 4894.715820
	Iteration 22Q: 3 clusters Score -2346644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2346643.250000 Penalty: 4894.715820
	Iteration 23Q: 3 clusters Score -2346643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2346644.250000 Penalty: 4894.715820
	Iteration 24Q: 3 clusters Score -2346644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2346647.000000 Penalty: 4894.715820
	Iteration 25Q: 3 clusters Score -2346647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2346647.000000 Penalty: 4894.715820
	Iteration 26Q: 3 clusters Score -2346647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2346647.000000 Penalty: 4894.715820
	Iteration 27F: 3 clusters Score -2346647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Entering Unmasked Estep 
Score: -4839217.500000 Penalty: 2625.679688
	Iteration 0F: 2 clusters Score -4839218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -4812255.000000 Penalty: 5251.359375
	Iteration 0F: 3 clusters Score -4812255 nChanged 18184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -4822515.500000 Penalty: 5251.359375
	Iteration 1F: 3 clusters Score -4822516 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -4823244.000000 Penalty: 5251.359375
	Iteration 2Q: 3 clusters Score -4823244 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -4824029.000000 Penalty: 5251.359375
	Iteration 3Q: 3 clusters Score -4824029 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -4825038.500000 Penalty: 5251.359375
	Iteration 4Q: 3 clusters Score -4825038 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -4826223.500000 Penalty: 5251.359375
	Iteration 5F: 3 clusters Score -4826224 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -4827414.500000 Penalty: 5251.359375
	Iteration 6F: 3 clusters Score -4827414 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -4828623.500000 Penalty: 5251.359375
	Iteration 7F: 3 clusters Score -4828624 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -4829779.000000 Penalty: 5251.359375
	Iteration 8F: 3 clusters Score -4829779 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -4830827.000000 Penalty: 5251.359375
	Iteration 9Q: 3 clusters Score -4830827 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -4831700.500000 Penalty: 5251.359375
	Iteration 10Q: 3 clusters Score -4831700 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -4832340.000000 Penalty: 5251.359375
	Iteration 11Q: 3 clusters Score -4832340 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -4832741.000000 Penalty: 5251.359375
	Iteration 12Q: 3 clusters Score -4832741 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -4832990.000000 Penalty: 5251.359375
	Iteration 13Q: 3 clusters Score -4832990 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -4833078.500000 Penalty: 5251.359375
	Iteration 14Q: 3 clusters Score -4833078 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -4833157.500000 Penalty: 5251.359375
	Iteration 15Q: 3 clusters Score -4833158 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -4833205.000000 Penalty: 5251.359375
	Iteration 16Q: 3 clusters Score -4833205 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -4833248.000000 Penalty: 5251.359375
	Iteration 17Q: 3 clusters Score -4833248 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -4833322.000000 Penalty: 5251.359375
	Iteration 18Q: 3 clusters Score -4833322 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -4833356.000000 Penalty: 5251.359375
	Iteration 19Q: 3 clusters Score -4833356 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -4833407.500000 Penalty: 5251.359375
	Iteration 20F: 3 clusters Score -4833408 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -4833454.000000 Penalty: 5251.359375
	Iteration 21Q: 3 clusters Score -4833454 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -4833501.000000 Penalty: 5251.359375
	Iteration 22Q: 3 clusters Score -4833501 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -4833535.000000 Penalty: 5251.359375
	Iteration 23Q: 3 clusters Score -4833535 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -4833587.000000 Penalty: 5251.359375
	Iteration 24Q: 3 clusters Score -4833587 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -4833618.000000 Penalty: 5251.359375
	Iteration 25Q: 3 clusters Score -4833618 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -4833653.000000 Penalty: 5251.359375
	Iteration 26Q: 3 clusters Score -4833653 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -4833711.000000 Penalty: 5251.359375
	Iteration 27Q: 3 clusters Score -4833711 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -4833762.000000 Penalty: 5251.359375
	Iteration 28Q: 3 clusters Score -4833762 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -4833822.500000 Penalty: 5251.359375
	Iteration 29Q: 3 clusters Score -4833822 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -4833882.500000 Penalty: 5251.359375
	Iteration 30Q: 3 clusters Score -4833882 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -4833912.500000 Penalty: 5251.359375
	Iteration 31Q: 3 clusters Score -4833912 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -4833971.500000 Penalty: 5251.359375
	Iteration 32Q: 3 clusters Score -4833972 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -4833995.000000 Penalty: 5251.359375
	Iteration 33Q: 3 clusters Score -4833995 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -4834049.000000 Penalty: 5251.359375
	Iteration 34Q: 3 clusters Score -4834049 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -4834071.000000 Penalty: 5251.359375
	Iteration 35Q: 3 clusters Score -4834071 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -4834104.500000 Penalty: 5251.359375
	Iteration 36Q: 3 clusters Score -4834104 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -4834153.500000 Penalty: 5251.359375
	Iteration 37Q: 3 clusters Score -4834154 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -4834189.500000 Penalty: 5251.359375
	Iteration 38Q: 3 clusters Score -4834190 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -4834234.500000 Penalty: 5251.359375
	Iteration 39Q: 3 clusters Score -4834234 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -4834300.500000 Penalty: 5251.359375
	Iteration 40F: 3 clusters Score -4834300 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -4834356.000000 Penalty: 5251.359375
	Iteration 41Q: 3 clusters Score -4834356 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -4834414.500000 Penalty: 5251.359375
	Iteration 42Q: 3 clusters Score -4834414 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -4834467.500000 Penalty: 5251.359375
	Iteration 43Q: 3 clusters Score -4834468 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -4834514.000000 Penalty: 5251.359375
	Iteration 44Q: 3 clusters Score -4834514 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -4834567.000000 Penalty: 5251.359375
	Iteration 45Q: 3 clusters Score -4834567 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -4834592.500000 Penalty: 5251.359375
	Iteration 46Q: 3 clusters Score -4834592 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -4834669.500000 Penalty: 5251.359375
	Iteration 47Q: 3 clusters Score -4834670 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -4834708.000000 Penalty: 5251.359375
	Iteration 48Q: 3 clusters Score -4834708 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -4834769.000000 Penalty: 5251.359375
	Iteration 49Q: 3 clusters Score -4834769 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -4834837.500000 Penalty: 5251.359375
	Iteration 50Q: 3 clusters Score -4834838 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -4834903.500000 Penalty: 5251.359375
	Iteration 51Q: 3 clusters Score -4834904 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -4834962.000000 Penalty: 5251.359375
	Iteration 52Q: 3 clusters Score -4834962 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -4835046.500000 Penalty: 5251.359375
	Iteration 53Q: 3 clusters Score -4835046 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -4835154.000000 Penalty: 5251.359375
	Iteration 54Q: 3 clusters Score -4835154 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -4835247.500000 Penalty: 5251.359375
	Iteration 55Q: 3 clusters Score -4835248 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -4835376.000000 Penalty: 5251.359375
	Iteration 56Q: 3 clusters Score -4835376 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -4835526.500000 Penalty: 5251.359375
	Iteration 57Q: 3 clusters Score -4835526 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -4835692.500000 Penalty: 5251.359375
	Iteration 58Q: 3 clusters Score -4835692 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -4835942.500000 Penalty: 5251.359375
	Iteration 59Q: 3 clusters Score -4835942 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -4836172.500000 Penalty: 5251.359375
	Iteration 60F: 3 clusters Score -4836172 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -4836471.000000 Penalty: 5251.359375
	Iteration 61Q: 3 clusters Score -4836471 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -4836866.500000 Penalty: 5251.359375
	Iteration 62Q: 3 clusters Score -4836866 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -4837273.500000 Penalty: 5251.359375
	Iteration 63Q: 3 clusters Score -4837274 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -4837603.000000 Penalty: 5251.359375
	Iteration 64Q: 3 clusters Score -4837603 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -4837813.000000 Penalty: 5251.359375
	Iteration 65Q: 3 clusters Score -4837813 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -4837953.500000 Penalty: 5251.359375
	Iteration 66Q: 3 clusters Score -4837954 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -4838052.000000 Penalty: 5251.359375
	Iteration 67Q: 3 clusters Score -4838052 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -4838097.000000 Penalty: 5251.359375
	Iteration 68Q: 3 clusters Score -4838097 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -4838136.500000 Penalty: 5251.359375
	Iteration 69Q: 3 clusters Score -4838136 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -4838187.500000 Penalty: 5251.359375
	Iteration 70Q: 3 clusters Score -4838188 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -4838219.000000 Penalty: 5251.359375
	Iteration 71Q: 3 clusters Score -4838219 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -4838244.000000 Penalty: 5251.359375
	Iteration 72Q: 3 clusters Score -4838244 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -4838265.500000 Penalty: 5251.359375
	Iteration 73Q: 3 clusters Score -4838266 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -4838277.000000 Penalty: 5251.359375
	Iteration 74Q: 3 clusters Score -4838277 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -4838277.000000 Penalty: 5251.359375
	Iteration 75Q: 3 clusters Score -4838277 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -4838292.500000 Penalty: 5251.359375
	Iteration 76Q: 3 clusters Score -4838292 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -4838306.500000 Penalty: 5251.359375
	Iteration 77Q: 3 clusters Score -4838306 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -4838322.000000 Penalty: 5251.359375
	Iteration 78Q: 3 clusters Score -4838322 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -4838325.000000 Penalty: 5251.359375
	Iteration 79Q: 3 clusters Score -4838325 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -4838333.000000 Penalty: 5251.359375
	Iteration 80F: 3 clusters Score -4838333 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -4838327.000000 Penalty: 5251.359375
	Iteration 81Q: 3 clusters Score -4838327 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -4838340.000000 Penalty: 5251.359375
	Iteration 82Q: 3 clusters Score -4838340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -4838342.000000 Penalty: 5251.359375
	Iteration 83Q: 3 clusters Score -4838342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -4838331.000000 Penalty: 5251.359375
	Iteration 84Q: 3 clusters Score -4838331 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -4838341.000000 Penalty: 5251.359375
	Iteration 85Q: 3 clusters Score -4838341 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -4838353.000000 Penalty: 5251.359375
	Iteration 86Q: 3 clusters Score -4838353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -4838357.500000 Penalty: 5251.359375
	Iteration 87Q: 3 clusters Score -4838358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -4838356.500000 Penalty: 5251.359375
	Iteration 88Q: 3 clusters Score -4838356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -4838367.000000 Penalty: 5251.359375
	Iteration 89Q: 3 clusters Score -4838367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -4838381.000000 Penalty: 5251.359375
	Iteration 90Q: 3 clusters Score -4838381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -4838380.000000 Penalty: 5251.359375
	Iteration 91Q: 3 clusters Score -4838380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -4838384.500000 Penalty: 5251.359375
	Iteration 92Q: 3 clusters Score -4838384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -4838381.500000 Penalty: 5251.359375
	Iteration 93Q: 3 clusters Score -4838382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -4838383.000000 Penalty: 5251.359375
	Iteration 94Q: 3 clusters Score -4838383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -4838392.000000 Penalty: 5251.359375
	Iteration 95Q: 3 clusters Score -4838392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -4838385.000000 Penalty: 5251.359375
	Iteration 96Q: 3 clusters Score -4838385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -4838384.500000 Penalty: 5251.359375
	Iteration 97Q: 3 clusters Score -4838384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -4838386.500000 Penalty: 5251.359375
	Iteration 98Q: 3 clusters Score -4838386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -4838384.500000 Penalty: 5251.359375
	Iteration 99Q: 3 clusters Score -4838384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -4838386.500000 Penalty: 5251.359375
	Iteration 100F: 3 clusters Score -4838386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -4838386.500000 Penalty: 5251.359375
	Iteration 101Q: 3 clusters Score -4838386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -4838386.000000 Penalty: 5251.359375
	Iteration 102Q: 3 clusters Score -4838386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -4838385.500000 Penalty: 5251.359375
	Iteration 103Q: 3 clusters Score -4838386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -4838389.000000 Penalty: 5251.359375
	Iteration 104Q: 3 clusters Score -4838389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -4838387.500000 Penalty: 5251.359375
	Iteration 105Q: 3 clusters Score -4838388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -4838387.500000 Penalty: 5251.359375
	Iteration 106F: 3 clusters Score -4838388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Entering Unmasked Estep 
Score: -1118712.125000 Penalty: 2270.711670
	Iteration 0F: 2 clusters Score -1118712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1111426.750000 Penalty: 4541.423340
	Iteration 0F: 3 clusters Score -1111427 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1113586.125000 Penalty: 4541.423340
	Iteration 1F: 3 clusters Score -1113586 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1114149.625000 Penalty: 4541.423340
	Iteration 2F: 3 clusters Score -1114150 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1114795.625000 Penalty: 4541.423340
	Iteration 3F: 3 clusters Score -1114796 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1115491.250000 Penalty: 4541.423340
	Iteration 4F: 3 clusters Score -1115491 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1116115.250000 Penalty: 4541.423340
	Iteration 5F: 3 clusters Score -1116115 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1116523.250000 Penalty: 4541.423340
	Iteration 6F: 3 clusters Score -1116523 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1116799.500000 Penalty: 4541.423340
	Iteration 7Q: 3 clusters Score -1116800 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1116990.500000 Penalty: 4541.423340
	Iteration 8Q: 3 clusters Score -1116990 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1117143.500000 Penalty: 4541.423340
	Iteration 9Q: 3 clusters Score -1117144 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1117257.375000 Penalty: 4541.423340
	Iteration 10Q: 3 clusters Score -1117257 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1117371.250000 Penalty: 4541.423340
	Iteration 11Q: 3 clusters Score -1117371 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1117458.375000 Penalty: 4541.423340
	Iteration 12Q: 3 clusters Score -1117458 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1117527.875000 Penalty: 4541.423340
	Iteration 13Q: 3 clusters Score -1117528 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1117586.375000 Penalty: 4541.423340
	Iteration 14Q: 3 clusters Score -1117586 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1117637.000000 Penalty: 4541.423340
	Iteration 15Q: 3 clusters Score -1117637 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1117687.625000 Penalty: 4541.423340
	Iteration 16Q: 3 clusters Score -1117688 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1117733.875000 Penalty: 4541.423340
	Iteration 17Q: 3 clusters Score -1117734 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1117774.000000 Penalty: 4541.423340
	Iteration 18Q: 3 clusters Score -1117774 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1117807.500000 Penalty: 4541.423340
	Iteration 19Q: 3 clusters Score -1117808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1117836.875000 Penalty: 4541.423340
	Iteration 20F: 3 clusters Score -1117837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1117845.500000 Penalty: 4541.423340
	Iteration 21Q: 3 clusters Score -1117846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1117853.875000 Penalty: 4541.423340
	Iteration 22Q: 3 clusters Score -1117854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1117864.750000 Penalty: 4541.423340
	Iteration 23Q: 3 clusters Score -1117865 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1117879.625000 Penalty: 4541.423340
	Iteration 24Q: 3 clusters Score -1117880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1117892.500000 Penalty: 4541.423340
	Iteration 25Q: 3 clusters Score -1117892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1117900.500000 Penalty: 4541.423340
	Iteration 26Q: 3 clusters Score -1117900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1117907.500000 Penalty: 4541.423340
	Iteration 27Q: 3 clusters Score -1117908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1117915.250000 Penalty: 4541.423340
	Iteration 28Q: 3 clusters Score -1117915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1117917.125000 Penalty: 4541.423340
	Iteration 29Q: 3 clusters Score -1117917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1117922.375000 Penalty: 4541.423340
	Iteration 30Q: 3 clusters Score -1117922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1117925.750000 Penalty: 4541.423340
	Iteration 31Q: 3 clusters Score -1117926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1117927.250000 Penalty: 4541.423340
	Iteration 32Q: 3 clusters Score -1117927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1117928.375000 Penalty: 4541.423340
	Iteration 33Q: 3 clusters Score -1117928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1117930.625000 Penalty: 4541.423340
	Iteration 34Q: 3 clusters Score -1117931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1117930.875000 Penalty: 4541.423340
	Iteration 35Q: 3 clusters Score -1117931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1117931.750000 Penalty: 4541.423340
	Iteration 36Q: 3 clusters Score -1117932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1117930.375000 Penalty: 4541.423340
	Iteration 37Q: 3 clusters Score -1117930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1117931.250000 Penalty: 4541.423340
	Iteration 38Q: 3 clusters Score -1117931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1117932.125000 Penalty: 4541.423340
	Iteration 39Q: 3 clusters Score -1117932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1117932.125000 Penalty: 4541.423340
	Iteration 40F: 3 clusters Score -1117932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Entering Unmasked Estep 
Score: -2611725.000000 Penalty: 2492.005859
	Iteration 0F: 2 clusters Score -2611725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2595683.250000 Penalty: 4984.011719
	Iteration 0F: 3 clusters Score -2595683 nChanged 10247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2601255.750000 Penalty: 4984.011719
	Iteration 1F: 3 clusters Score -2601256 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2601740.250000 Penalty: 4984.011719
	Iteration 2F: 3 clusters Score -2601740 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2602155.250000 Penalty: 4984.011719
	Iteration 3Q: 3 clusters Score -2602155 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2602587.000000 Penalty: 4984.011719
	Iteration 4Q: 3 clusters Score -2602587 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2603109.750000 Penalty: 4984.011719
	Iteration 5Q: 3 clusters Score -2603110 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2603701.500000 Penalty: 4984.011719
	Iteration 6Q: 3 clusters Score -2603702 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2604398.500000 Penalty: 4984.011719
	Iteration 7F: 3 clusters Score -2604398 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2605252.000000 Penalty: 4984.011719
	Iteration 8F: 3 clusters Score -2605252 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2606266.000000 Penalty: 4984.011719
	Iteration 9F: 3 clusters Score -2606266 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2607256.250000 Penalty: 4984.011719
	Iteration 10F: 3 clusters Score -2607256 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -2608090.500000 Penalty: 4984.011719
	Iteration 11Q: 3 clusters Score -2608090 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -2608669.000000 Penalty: 4984.011719
	Iteration 12Q: 3 clusters Score -2608669 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -2609032.750000 Penalty: 4984.011719
	Iteration 13Q: 3 clusters Score -2609033 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -2609278.000000 Penalty: 4984.011719
	Iteration 14Q: 3 clusters Score -2609278 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -2609459.000000 Penalty: 4984.011719
	Iteration 15Q: 3 clusters Score -2609459 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -2609558.750000 Penalty: 4984.011719
	Iteration 16Q: 3 clusters Score -2609559 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -2609637.000000 Penalty: 4984.011719
	Iteration 17Q: 3 clusters Score -2609637 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -2609704.250000 Penalty: 4984.011719
	Iteration 18Q: 3 clusters Score -2609704 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -2609743.250000 Penalty: 4984.011719
	Iteration 19Q: 3 clusters Score -2609743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -2609781.000000 Penalty: 4984.011719
	Iteration 20F: 3 clusters Score -2609781 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2609815.000000 Penalty: 4984.011719
	Iteration 21Q: 3 clusters Score -2609815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -2609834.750000 Penalty: 4984.011719
	Iteration 22Q: 3 clusters Score -2609835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -2609854.500000 Penalty: 4984.011719
	Iteration 23Q: 3 clusters Score -2609854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -2609871.750000 Penalty: 4984.011719
	Iteration 24Q: 3 clusters Score -2609872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -2609893.250000 Penalty: 4984.011719
	Iteration 25Q: 3 clusters Score -2609893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -2609925.000000 Penalty: 4984.011719
	Iteration 26Q: 3 clusters Score -2609925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -2609948.500000 Penalty: 4984.011719
	Iteration 27Q: 3 clusters Score -2609948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -2609978.000000 Penalty: 4984.011719
	Iteration 28Q: 3 clusters Score -2609978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -2609988.500000 Penalty: 4984.011719
	Iteration 29Q: 3 clusters Score -2609988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -2609995.250000 Penalty: 4984.011719
	Iteration 30Q: 3 clusters Score -2609995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -2610002.000000 Penalty: 4984.011719
	Iteration 31Q: 3 clusters Score -2610002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -2610013.000000 Penalty: 4984.011719
	Iteration 32Q: 3 clusters Score -2610013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -2610017.500000 Penalty: 4984.011719
	Iteration 33Q: 3 clusters Score -2610018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -2610018.750000 Penalty: 4984.011719
	Iteration 34Q: 3 clusters Score -2610019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -2610019.250000 Penalty: 4984.011719
	Iteration 35Q: 3 clusters Score -2610019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -2610022.000000 Penalty: 4984.011719
	Iteration 36Q: 3 clusters Score -2610022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -2610022.000000 Penalty: 4984.011719
	Iteration 37F: 3 clusters Score -2610022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Entering Unmasked Estep 
Score: -2807648.250000 Penalty: 2493.673340
	Iteration 0F: 2 clusters Score -2807648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2791409.750000 Penalty: 4987.346680
	Iteration 0F: 3 clusters Score -2791410 nChanged 10437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2797069.000000 Penalty: 4987.346680
	Iteration 1F: 3 clusters Score -2797069 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2797598.750000 Penalty: 4987.346680
	Iteration 2F: 3 clusters Score -2797599 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2798135.500000 Penalty: 4987.346680
	Iteration 3F: 3 clusters Score -2798136 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2798639.000000 Penalty: 4987.346680
	Iteration 4Q: 3 clusters Score -2798639 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2799190.750000 Penalty: 4987.346680
	Iteration 5Q: 3 clusters Score -2799191 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2799644.250000 Penalty: 4987.346680
	Iteration 6Q: 3 clusters Score -2799644 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2800062.500000 Penalty: 4987.346680
	Iteration 7Q: 3 clusters Score -2800062 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2800396.500000 Penalty: 4987.346680
	Iteration 8Q: 3 clusters Score -2800396 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2800679.250000 Penalty: 4987.346680
	Iteration 9Q: 3 clusters Score -2800679 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2800944.250000 Penalty: 4987.346680
	Iteration 10Q: 3 clusters Score -2800944 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2801179.750000 Penalty: 4987.346680
	Iteration 11Q: 3 clusters Score -2801180 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2801400.250000 Penalty: 4987.346680
	Iteration 12Q: 3 clusters Score -2801400 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2801632.250000 Penalty: 4987.346680
	Iteration 13Q: 3 clusters Score -2801632 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2801846.750000 Penalty: 4987.346680
	Iteration 14Q: 3 clusters Score -2801847 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2802113.000000 Penalty: 4987.346680
	Iteration 15Q: 3 clusters Score -2802113 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2802374.250000 Penalty: 4987.346680
	Iteration 16Q: 3 clusters Score -2802374 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2802689.250000 Penalty: 4987.346680
	Iteration 17Q: 3 clusters Score -2802689 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2803023.250000 Penalty: 4987.346680
	Iteration 18Q: 3 clusters Score -2803023 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2803416.250000 Penalty: 4987.346680
	Iteration 19Q: 3 clusters Score -2803416 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2803810.000000 Penalty: 4987.346680
	Iteration 20F: 3 clusters Score -2803810 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2804284.500000 Penalty: 4987.346680
	Iteration 21Q: 3 clusters Score -2804284 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2804784.750000 Penalty: 4987.346680
	Iteration 22Q: 3 clusters Score -2804785 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2805178.000000 Penalty: 4987.346680
	Iteration 23Q: 3 clusters Score -2805178 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2805439.750000 Penalty: 4987.346680
	Iteration 24Q: 3 clusters Score -2805440 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2805632.750000 Penalty: 4987.346680
	Iteration 25Q: 3 clusters Score -2805633 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2805777.000000 Penalty: 4987.346680
	Iteration 26Q: 3 clusters Score -2805777 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2805895.000000 Penalty: 4987.346680
	Iteration 27Q: 3 clusters Score -2805895 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2805986.500000 Penalty: 4987.346680
	Iteration 28Q: 3 clusters Score -2805986 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2806064.000000 Penalty: 4987.346680
	Iteration 29Q: 3 clusters Score -2806064 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2806126.250000 Penalty: 4987.346680
	Iteration 30Q: 3 clusters Score -2806126 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2806188.750000 Penalty: 4987.346680
	Iteration 31Q: 3 clusters Score -2806189 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2806215.500000 Penalty: 4987.346680
	Iteration 32Q: 3 clusters Score -2806216 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2806251.750000 Penalty: 4987.346680
	Iteration 33Q: 3 clusters Score -2806252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2806262.000000 Penalty: 4987.346680
	Iteration 34Q: 3 clusters Score -2806262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2806270.000000 Penalty: 4987.346680
	Iteration 35Q: 3 clusters Score -2806270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2806286.750000 Penalty: 4987.346680
	Iteration 36Q: 3 clusters Score -2806287 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2806300.250000 Penalty: 4987.346680
	Iteration 37Q: 3 clusters Score -2806300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2806311.250000 Penalty: 4987.346680
	Iteration 38Q: 3 clusters Score -2806311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2806314.500000 Penalty: 4987.346680
	Iteration 39Q: 3 clusters Score -2806314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2806319.000000 Penalty: 4987.346680
	Iteration 40F: 3 clusters Score -2806319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2806324.750000 Penalty: 4987.346680
	Iteration 41Q: 3 clusters Score -2806325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2806324.500000 Penalty: 4987.346680
	Iteration 42Q: 3 clusters Score -2806324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2806328.000000 Penalty: 4987.346680
	Iteration 43Q: 3 clusters Score -2806328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2806328.750000 Penalty: 4987.346680
	Iteration 44Q: 3 clusters Score -2806329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2806331.500000 Penalty: 4987.346680
	Iteration 45Q: 3 clusters Score -2806332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2806328.750000 Penalty: 4987.346680
	Iteration 46Q: 3 clusters Score -2806329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2806330.000000 Penalty: 4987.346680
	Iteration 47Q: 3 clusters Score -2806330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2806330.500000 Penalty: 4987.346680
	Iteration 48Q: 3 clusters Score -2806330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2806331.500000 Penalty: 4987.346680
	Iteration 49Q: 3 clusters Score -2806332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2806331.500000 Penalty: 4987.346680
	Iteration 50F: 3 clusters Score -2806332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Entering Unmasked Estep 
Score: -497673.843750 Penalty: 2062.927002
	Iteration 0F: 2 clusters Score -497673.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -493720.625000 Penalty: 4125.854004
	Iteration 0F: 3 clusters Score -493720.6 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -494673.625000 Penalty: 4125.854004
	Iteration 1F: 3 clusters Score -494673.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -494874.125000 Penalty: 4125.854004
	Iteration 2F: 3 clusters Score -494874.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -495020.093750 Penalty: 4125.854004
	Iteration 3F: 3 clusters Score -495020.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -495137.187500 Penalty: 4125.854004
	Iteration 4Q: 3 clusters Score -495137.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -495215.593750 Penalty: 4125.854004
	Iteration 5Q: 3 clusters Score -495215.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -495270.593750 Penalty: 4125.854004
	Iteration 6Q: 3 clusters Score -495270.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -495312.718750 Penalty: 4125.854004
	Iteration 7Q: 3 clusters Score -495312.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -495344.125000 Penalty: 4125.854004
	Iteration 8Q: 3 clusters Score -495344.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -495374.406250 Penalty: 4125.854004
	Iteration 9Q: 3 clusters Score -495374.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -495399.750000 Penalty: 4125.854004
	Iteration 10Q: 3 clusters Score -495399.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -495428.031250 Penalty: 4125.854004
	Iteration 11Q: 3 clusters Score -495428 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -495463.375000 Penalty: 4125.854004
	Iteration 12Q: 3 clusters Score -495463.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -495496.750000 Penalty: 4125.854004
	Iteration 13Q: 3 clusters Score -495496.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -495523.375000 Penalty: 4125.854004
	Iteration 14Q: 3 clusters Score -495523.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -495554.156250 Penalty: 4125.854004
	Iteration 15Q: 3 clusters Score -495554.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -495591.593750 Penalty: 4125.854004
	Iteration 16Q: 3 clusters Score -495591.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -495632.843750 Penalty: 4125.854004
	Iteration 17Q: 3 clusters Score -495632.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -495682.468750 Penalty: 4125.854004
	Iteration 18Q: 3 clusters Score -495682.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -495715.312500 Penalty: 4125.854004
	Iteration 19Q: 3 clusters Score -495715.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -495752.718750 Penalty: 4125.854004
	Iteration 20F: 3 clusters Score -495752.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -495782.187500 Penalty: 4125.854004
	Iteration 21Q: 3 clusters Score -495782.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -495807.531250 Penalty: 4125.854004
	Iteration 22Q: 3 clusters Score -495807.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -495840.125000 Penalty: 4125.854004
	Iteration 23Q: 3 clusters Score -495840.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -495878.968750 Penalty: 4125.854004
	Iteration 24Q: 3 clusters Score -495879 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -495912.531250 Penalty: 4125.854004
	Iteration 25Q: 3 clusters Score -495912.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -495948.062500 Penalty: 4125.854004
	Iteration 26Q: 3 clusters Score -495948.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -495971.281250 Penalty: 4125.854004
	Iteration 27Q: 3 clusters Score -495971.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -495987.218750 Penalty: 4125.854004
	Iteration 28Q: 3 clusters Score -495987.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -496000.156250 Penalty: 4125.854004
	Iteration 29Q: 3 clusters Score -496000.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -496009.343750 Penalty: 4125.854004
	Iteration 30Q: 3 clusters Score -496009.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -496017.406250 Penalty: 4125.854004
	Iteration 31Q: 3 clusters Score -496017.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -496024.250000 Penalty: 4125.854004
	Iteration 32Q: 3 clusters Score -496024.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -496030.968750 Penalty: 4125.854004
	Iteration 33Q: 3 clusters Score -496031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -496037.875000 Penalty: 4125.854004
	Iteration 34Q: 3 clusters Score -496037.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -496041.656250 Penalty: 4125.854004
	Iteration 35Q: 3 clusters Score -496041.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -496046.968750 Penalty: 4125.854004
	Iteration 36Q: 3 clusters Score -496047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -496050.375000 Penalty: 4125.854004
	Iteration 37Q: 3 clusters Score -496050.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -496056.156250 Penalty: 4125.854004
	Iteration 38Q: 3 clusters Score -496056.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -496062.687500 Penalty: 4125.854004
	Iteration 39Q: 3 clusters Score -496062.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -496067.937500 Penalty: 4125.854004
	Iteration 40F: 3 clusters Score -496067.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -496071.562500 Penalty: 4125.854004
	Iteration 41Q: 3 clusters Score -496071.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -496075.093750 Penalty: 4125.854004
	Iteration 42Q: 3 clusters Score -496075.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -496079.062500 Penalty: 4125.854004
	Iteration 43Q: 3 clusters Score -496079.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -496082.156250 Penalty: 4125.854004
	Iteration 44Q: 3 clusters Score -496082.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -496084.406250 Penalty: 4125.854004
	Iteration 45Q: 3 clusters Score -496084.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -496088.531250 Penalty: 4125.854004
	Iteration 46Q: 3 clusters Score -496088.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -496091.437500 Penalty: 4125.854004
	Iteration 47Q: 3 clusters Score -496091.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -496093.125000 Penalty: 4125.854004
	Iteration 48Q: 3 clusters Score -496093.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -496095.437500 Penalty: 4125.854004
	Iteration 49Q: 3 clusters Score -496095.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -496096.312500 Penalty: 4125.854004
	Iteration 50Q: 3 clusters Score -496096.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -496096.312500 Penalty: 4125.854004
	Iteration 51F: 3 clusters Score -496096.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -76642.937500 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -76642.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -75111.835938 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -75111.84 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -75733.320312 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -75733.32 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -76407.625000 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -76407.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -76844.945312 Penalty: 3294.673340
	Iteration 3F: 3 clusters Score -76844.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -77062.515625 Penalty: 3294.673340
	Iteration 4Q: 3 clusters Score -77062.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -77387.375000 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -77387.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -77484.820312 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -77484.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -77500.523438 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -77500.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -77508.117188 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -77508.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -77514.953125 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -77514.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -77530.312500 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -77530.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -77531.937500 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -77531.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -77531.937500 Penalty: 3294.673340
	Iteration 12F: 3 clusters Score -77531.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 5075 members 
Mstep: Class 3 contains 14658 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 197474 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41655 members 
Mstep: Class 10 contains 277783 members 
Mstep: Class 11 contains 59601 members 
Mstep: Class 12 contains 294918 members 
Mstep: Class 13 contains 10399 members 
Mstep: Class 14 contains 31522 members 
Mstep: Class 15 contains 6835 members 
Mstep: Class 16 contains 19310 members 
Mstep: Class 17 contains 39633 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 23119 members 
Mstep: Class 20 contains 23275 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 340 members 
Mstep: Class 23 contains 93246 members 
Mstep: Class 24 contains 78577 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 427 members 
Entering Unmasked Estep 
Score: -154577760.000000 Penalty: 90644.539062
Splitting cluster 22 changes total score from -154578448.000000 to -154577760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (93246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93246 members 
Entering Unmasked Estep 
Score: -11764156.000000 Penalty: 2837.863037
	Iteration 0F: 2 clusters Score -1.176416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -11701564.000000 Penalty: 5675.726074
	Iteration 0F: 3 clusters Score -1.170156e+07 nChanged 44228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -11726997.000000 Penalty: 5675.726074
	Iteration 1F: 3 clusters Score -1.1727e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -11727768.000000 Penalty: 5675.726074
	Iteration 2Q: 3 clusters Score -1.172777e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -11728372.000000 Penalty: 5675.726074
	Iteration 3Q: 3 clusters Score -1.172837e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -11729203.000000 Penalty: 5675.726074
	Iteration 4Q: 3 clusters Score -1.17292e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -11730266.000000 Penalty: 5675.726074
	Iteration 5Q: 3 clusters Score -1.173027e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -11731908.000000 Penalty: 5675.726074
	Iteration 6Q: 3 clusters Score -1.173191e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -11733994.000000 Penalty: 5675.726074
	Iteration 7Q: 3 clusters Score -1.173399e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -11737202.000000 Penalty: 5675.726074
	Iteration 8F: 3 clusters Score -1.17372e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -11741459.000000 Penalty: 5675.726074
	Iteration 9F: 3 clusters Score -1.174146e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -11745987.000000 Penalty: 5675.726074
	Iteration 10F: 3 clusters Score -1.174599e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 47723 members 
Entering Unmasked Estep 
Score: -11749109.000000 Penalty: 5675.726074
	Iteration 11F: 3 clusters Score -1.174911e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -11750460.000000 Penalty: 5675.726074
	Iteration 12Q: 3 clusters Score -1.175046e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -11751111.000000 Penalty: 5675.726074
	Iteration 13Q: 3 clusters Score -1.175111e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -11751522.000000 Penalty: 5675.726074
	Iteration 14Q: 3 clusters Score -1.175152e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -11751871.000000 Penalty: 5675.726074
	Iteration 15Q: 3 clusters Score -1.175187e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -11752170.000000 Penalty: 5675.726074
	Iteration 16Q: 3 clusters Score -1.175217e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -11752424.000000 Penalty: 5675.726074
	Iteration 17Q: 3 clusters Score -1.175242e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -11752710.000000 Penalty: 5675.726074
	Iteration 18Q: 3 clusters Score -1.175271e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -11752874.000000 Penalty: 5675.726074
	Iteration 19Q: 3 clusters Score -1.175287e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -11753002.000000 Penalty: 5675.726074
	Iteration 20F: 3 clusters Score -1.1753e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -11753136.000000 Penalty: 5675.726074
	Iteration 21Q: 3 clusters Score -1.175314e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -11753180.000000 Penalty: 5675.726074
	Iteration 22Q: 3 clusters Score -1.175318e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -11753224.000000 Penalty: 5675.726074
	Iteration 23Q: 3 clusters Score -1.175322e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -11753263.000000 Penalty: 5675.726074
	Iteration 24Q: 3 clusters Score -1.175326e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -11753321.000000 Penalty: 5675.726074
	Iteration 25Q: 3 clusters Score -1.175332e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -11753419.000000 Penalty: 5675.726074
	Iteration 26Q: 3 clusters Score -1.175342e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -11753446.000000 Penalty: 5675.726074
	Iteration 27Q: 3 clusters Score -1.175345e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -11753451.000000 Penalty: 5675.726074
	Iteration 28Q: 3 clusters Score -1.175345e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -11753450.000000 Penalty: 5675.726074
	Iteration 29Q: 3 clusters Score -1.175345e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -11753457.000000 Penalty: 5675.726074
	Iteration 30Q: 3 clusters Score -1.175346e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -11753482.000000 Penalty: 5675.726074
	Iteration 31Q: 3 clusters Score -1.175348e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -11753510.000000 Penalty: 5675.726074
	Iteration 32Q: 3 clusters Score -1.175351e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -11753503.000000 Penalty: 5675.726074
	Iteration 33Q: 3 clusters Score -1.17535e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -11753518.000000 Penalty: 5675.726074
	Iteration 34Q: 3 clusters Score -1.175352e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -11753533.000000 Penalty: 5675.726074
	Iteration 35Q: 3 clusters Score -1.175353e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -11753561.000000 Penalty: 5675.726074
	Iteration 36Q: 3 clusters Score -1.175356e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -11753569.000000 Penalty: 5675.726074
	Iteration 37Q: 3 clusters Score -1.175357e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -11753585.000000 Penalty: 5675.726074
	Iteration 38Q: 3 clusters Score -1.175358e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -11753639.000000 Penalty: 5675.726074
	Iteration 39Q: 3 clusters Score -1.175364e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -11753629.000000 Penalty: 5675.726074
	Iteration 40F: 3 clusters Score -1.175363e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -11753625.000000 Penalty: 5675.726074
	Iteration 41Q: 3 clusters Score -1.175362e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50343 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -11753675.000000 Penalty: 5675.726074
	Iteration 42Q: 3 clusters Score -1.175368e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -11753642.000000 Penalty: 5675.726074
	Iteration 43Q: 3 clusters Score -1.175364e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50708 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -11753686.000000 Penalty: 5675.726074
	Iteration 44Q: 3 clusters Score -1.175369e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50898 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -11753705.000000 Penalty: 5675.726074
	Iteration 45Q: 3 clusters Score -1.17537e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -11753699.000000 Penalty: 5675.726074
	Iteration 46Q: 3 clusters Score -1.17537e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -11753694.000000 Penalty: 5675.726074
	Iteration 47Q: 3 clusters Score -1.175369e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -11753693.000000 Penalty: 5675.726074
	Iteration 48Q: 3 clusters Score -1.175369e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -11753715.000000 Penalty: 5675.726074
	Iteration 49Q: 3 clusters Score -1.175372e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52165 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -11753746.000000 Penalty: 5675.726074
	Iteration 50Q: 3 clusters Score -1.175375e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52460 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -11753778.000000 Penalty: 5675.726074
	Iteration 51Q: 3 clusters Score -1.175378e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -11753831.000000 Penalty: 5675.726074
	Iteration 52Q: 3 clusters Score -1.175383e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53104 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -11753844.000000 Penalty: 5675.726074
	Iteration 53Q: 3 clusters Score -1.175384e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53459 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -11753890.000000 Penalty: 5675.726074
	Iteration 54Q: 3 clusters Score -1.175389e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -11753935.000000 Penalty: 5675.726074
	Iteration 55Q: 3 clusters Score -1.175394e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -11753942.000000 Penalty: 5675.726074
	Iteration 56Q: 3 clusters Score -1.175394e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -11753985.000000 Penalty: 5675.726074
	Iteration 57Q: 3 clusters Score -1.175398e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -11754009.000000 Penalty: 5675.726074
	Iteration 58Q: 3 clusters Score -1.175401e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55390 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -11754096.000000 Penalty: 5675.726074
	Iteration 59Q: 3 clusters Score -1.17541e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55876 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -11754131.000000 Penalty: 5675.726074
	Iteration 60F: 3 clusters Score -1.175413e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56330 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -11754133.000000 Penalty: 5675.726074
	Iteration 61Q: 3 clusters Score -1.175413e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -11754168.000000 Penalty: 5675.726074
	Iteration 62Q: 3 clusters Score -1.175417e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57257 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -11754243.000000 Penalty: 5675.726074
	Iteration 63Q: 3 clusters Score -1.175424e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57721 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -11754291.000000 Penalty: 5675.726074
	Iteration 64Q: 3 clusters Score -1.175429e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58192 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -11754376.000000 Penalty: 5675.726074
	Iteration 65Q: 3 clusters Score -1.175438e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58713 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -11754412.000000 Penalty: 5675.726074
	Iteration 66Q: 3 clusters Score -1.175441e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -11754456.000000 Penalty: 5675.726074
	Iteration 67Q: 3 clusters Score -1.175446e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -11754536.000000 Penalty: 5675.726074
	Iteration 68Q: 3 clusters Score -1.175454e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60285 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -11754612.000000 Penalty: 5675.726074
	Iteration 69Q: 3 clusters Score -1.175461e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60821 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -11754660.000000 Penalty: 5675.726074
	Iteration 70Q: 3 clusters Score -1.175466e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61365 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -11754787.000000 Penalty: 5675.726074
	Iteration 71Q: 3 clusters Score -1.175479e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61918 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -11754837.000000 Penalty: 5675.726074
	Iteration 72Q: 3 clusters Score -1.175484e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62509 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -11754857.000000 Penalty: 5675.726074
	Iteration 73Q: 3 clusters Score -1.175486e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -11754959.000000 Penalty: 5675.726074
	Iteration 74Q: 3 clusters Score -1.175496e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63722 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -11755043.000000 Penalty: 5675.726074
	Iteration 75Q: 3 clusters Score -1.175504e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64338 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -11755147.000000 Penalty: 5675.726074
	Iteration 76Q: 3 clusters Score -1.175515e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64977 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -11755232.000000 Penalty: 5675.726074
	Iteration 77Q: 3 clusters Score -1.175523e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65633 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -11755300.000000 Penalty: 5675.726074
	Iteration 78Q: 3 clusters Score -1.17553e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66331 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -11755368.000000 Penalty: 5675.726074
	Iteration 79Q: 3 clusters Score -1.175537e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67001 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -11755504.000000 Penalty: 5675.726074
	Iteration 80F: 3 clusters Score -1.17555e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67711 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -11755646.000000 Penalty: 5675.726074
	Iteration 81Q: 3 clusters Score -1.175565e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68421 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -11755677.000000 Penalty: 5675.726074
	Iteration 82Q: 3 clusters Score -1.175568e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69137 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -11755813.000000 Penalty: 5675.726074
	Iteration 83Q: 3 clusters Score -1.175581e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69870 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -11755975.000000 Penalty: 5675.726074
	Iteration 84Q: 3 clusters Score -1.175598e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70625 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -11756123.000000 Penalty: 5675.726074
	Iteration 85Q: 3 clusters Score -1.175612e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71365 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -11756248.000000 Penalty: 5675.726074
	Iteration 86Q: 3 clusters Score -1.175625e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72114 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -11756380.000000 Penalty: 5675.726074
	Iteration 87Q: 3 clusters Score -1.175638e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72840 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -11756482.000000 Penalty: 5675.726074
	Iteration 88Q: 3 clusters Score -1.175648e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73520 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -11756616.000000 Penalty: 5675.726074
	Iteration 89Q: 3 clusters Score -1.175662e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74230 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -11756784.000000 Penalty: 5675.726074
	Iteration 90Q: 3 clusters Score -1.175678e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74952 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -11756889.000000 Penalty: 5675.726074
	Iteration 91Q: 3 clusters Score -1.175689e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75672 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -11757006.000000 Penalty: 5675.726074
	Iteration 92Q: 3 clusters Score -1.175701e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -11757118.000000 Penalty: 5675.726074
	Iteration 93Q: 3 clusters Score -1.175712e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -11757302.000000 Penalty: 5675.726074
	Iteration 94Q: 3 clusters Score -1.17573e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77885 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -11757472.000000 Penalty: 5675.726074
	Iteration 95Q: 3 clusters Score -1.175747e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78663 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -11757669.000000 Penalty: 5675.726074
	Iteration 96Q: 3 clusters Score -1.175767e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79426 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -11757894.000000 Penalty: 5675.726074
	Iteration 97Q: 3 clusters Score -1.175789e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80185 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -11758087.000000 Penalty: 5675.726074
	Iteration 98Q: 3 clusters Score -1.175809e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -11758292.000000 Penalty: 5675.726074
	Iteration 99Q: 3 clusters Score -1.175829e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -11758464.000000 Penalty: 5675.726074
	Iteration 100F: 3 clusters Score -1.175846e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82249 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -11758581.000000 Penalty: 5675.726074
	Iteration 101Q: 3 clusters Score -1.175858e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82920 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -11758752.000000 Penalty: 5675.726074
	Iteration 102Q: 3 clusters Score -1.175875e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83595 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -11758965.000000 Penalty: 5675.726074
	Iteration 103Q: 3 clusters Score -1.175896e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84270 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -11759175.000000 Penalty: 5675.726074
	Iteration 104Q: 3 clusters Score -1.175918e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84872 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -11759335.000000 Penalty: 5675.726074
	Iteration 105Q: 3 clusters Score -1.175934e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85435 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -11759497.000000 Penalty: 5675.726074
	Iteration 106Q: 3 clusters Score -1.17595e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85969 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -11759606.000000 Penalty: 5675.726074
	Iteration 107Q: 3 clusters Score -1.175961e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86491 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -11759801.000000 Penalty: 5675.726074
	Iteration 108Q: 3 clusters Score -1.17598e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87015 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -11759981.000000 Penalty: 5675.726074
	Iteration 109Q: 3 clusters Score -1.175998e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87500 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -11760174.000000 Penalty: 5675.726074
	Iteration 110Q: 3 clusters Score -1.176017e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87970 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -11760320.000000 Penalty: 5675.726074
	Iteration 111Q: 3 clusters Score -1.176032e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88368 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -11760442.000000 Penalty: 5675.726074
	Iteration 112Q: 3 clusters Score -1.176044e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88747 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -11760573.000000 Penalty: 5675.726074
	Iteration 113Q: 3 clusters Score -1.176057e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89104 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -11760686.000000 Penalty: 5675.726074
	Iteration 114Q: 3 clusters Score -1.176069e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89432 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -11760810.000000 Penalty: 5675.726074
	Iteration 115Q: 3 clusters Score -1.176081e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89712 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -11760866.000000 Penalty: 5675.726074
	Iteration 116Q: 3 clusters Score -1.176087e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89960 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -11760963.000000 Penalty: 5675.726074
	Iteration 117Q: 3 clusters Score -1.176096e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90216 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -11761014.000000 Penalty: 5675.726074
	Iteration 118Q: 3 clusters Score -1.176101e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90447 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -11761135.000000 Penalty: 5675.726074
	Iteration 119Q: 3 clusters Score -1.176114e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90654 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -11761180.000000 Penalty: 5675.726074
	Iteration 120F: 3 clusters Score -1.176118e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90851 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -11761245.000000 Penalty: 5675.726074
	Iteration 121Q: 3 clusters Score -1.176124e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91037 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -11761344.000000 Penalty: 5675.726074
	Iteration 122Q: 3 clusters Score -1.176134e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91171 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -11761384.000000 Penalty: 5675.726074
	Iteration 123Q: 3 clusters Score -1.176138e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91302 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -11761415.000000 Penalty: 5675.726074
	Iteration 124Q: 3 clusters Score -1.176142e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91415 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -11761471.000000 Penalty: 5675.726074
	Iteration 125Q: 3 clusters Score -1.176147e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91506 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -11761519.000000 Penalty: 5675.726074
	Iteration 126Q: 3 clusters Score -1.176152e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91585 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -11761553.000000 Penalty: 5675.726074
	Iteration 127Q: 3 clusters Score -1.176155e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91661 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -11761571.000000 Penalty: 5675.726074
	Iteration 128Q: 3 clusters Score -1.176157e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91733 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -11761599.000000 Penalty: 5675.726074
	Iteration 129Q: 3 clusters Score -1.17616e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91784 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -11761614.000000 Penalty: 5675.726074
	Iteration 130Q: 3 clusters Score -1.176161e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91835 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -11761641.000000 Penalty: 5675.726074
	Iteration 131Q: 3 clusters Score -1.176164e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91884 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -11761652.000000 Penalty: 5675.726074
	Iteration 132Q: 3 clusters Score -1.176165e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91921 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -11761684.000000 Penalty: 5675.726074
	Iteration 133Q: 3 clusters Score -1.176168e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91947 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -11761678.000000 Penalty: 5675.726074
	Iteration 134Q: 3 clusters Score -1.176168e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91970 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -11761695.000000 Penalty: 5675.726074
	Iteration 135Q: 3 clusters Score -1.17617e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91990 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -11761681.000000 Penalty: 5675.726074
	Iteration 136Q: 3 clusters Score -1.176168e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92002 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -11761703.000000 Penalty: 5675.726074
	Iteration 137Q: 3 clusters Score -1.17617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92015 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -11761716.000000 Penalty: 5675.726074
	Iteration 138Q: 3 clusters Score -1.176172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92024 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -11761705.000000 Penalty: 5675.726074
	Iteration 139Q: 3 clusters Score -1.17617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92031 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -11761712.000000 Penalty: 5675.726074
	Iteration 140F: 3 clusters Score -1.176171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92037 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -11761722.000000 Penalty: 5675.726074
	Iteration 141Q: 3 clusters Score -1.176172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92045 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -11761732.000000 Penalty: 5675.726074
	Iteration 142Q: 3 clusters Score -1.176173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92049 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -11761743.000000 Penalty: 5675.726074
	Iteration 143Q: 3 clusters Score -1.176174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92054 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -11761736.000000 Penalty: 5675.726074
	Iteration 144Q: 3 clusters Score -1.176174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92056 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -11761736.000000 Penalty: 5675.726074
	Iteration 145Q: 3 clusters Score -1.176174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92060 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -11761743.000000 Penalty: 5675.726074
	Iteration 146Q: 3 clusters Score -1.176174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92065 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -11761757.000000 Penalty: 5675.726074
	Iteration 147Q: 3 clusters Score -1.176176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92071 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -11761752.000000 Penalty: 5675.726074
	Iteration 148Q: 3 clusters Score -1.176175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92076 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -11761764.000000 Penalty: 5675.726074
	Iteration 149Q: 3 clusters Score -1.176176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92081 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -11761758.000000 Penalty: 5675.726074
	Iteration 150Q: 3 clusters Score -1.176176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92085 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11761767.000000 Penalty: 5675.726074
	Iteration 151Q: 3 clusters Score -1.176177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92087 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -11761768.000000 Penalty: 5675.726074
	Iteration 152Q: 3 clusters Score -1.176177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92088 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -11761771.000000 Penalty: 5675.726074
	Iteration 153Q: 3 clusters Score -1.176177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92092 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -11761770.000000 Penalty: 5675.726074
	Iteration 154Q: 3 clusters Score -1.176177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92092 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -11761770.000000 Penalty: 5675.726074
	Iteration 155F: 3 clusters Score -1.176177e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (78577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78577 members 
Entering Unmasked Estep 
Score: -9514163.000000 Penalty: 2795.415039
	Iteration 0F: 2 clusters Score -9514163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -9461596.000000 Penalty: 5590.830078
	Iteration 0F: 3 clusters Score -9461596 nChanged 36669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -9482442.000000 Penalty: 5590.830078
	Iteration 1F: 3 clusters Score -9482442 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -9483103.000000 Penalty: 5590.830078
	Iteration 2Q: 3 clusters Score -9483103 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -9483836.000000 Penalty: 5590.830078
	Iteration 3Q: 3 clusters Score -9483836 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -9484806.000000 Penalty: 5590.830078
	Iteration 4Q: 3 clusters Score -9484806 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -9486037.000000 Penalty: 5590.830078
	Iteration 5Q: 3 clusters Score -9486037 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 51304 members 
Entering Unmasked Estep 
Score: -9488047.000000 Penalty: 5590.830078
	Iteration 6F: 3 clusters Score -9488047 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 56088 members 
Entering Unmasked Estep 
Score: -9491244.000000 Penalty: 5590.830078
	Iteration 7F: 3 clusters Score -9491244 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 62012 members 
Entering Unmasked Estep 
Score: -9495912.000000 Penalty: 5590.830078
	Iteration 8F: 3 clusters Score -9495912 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 68197 members 
Entering Unmasked Estep 
Score: -9501620.000000 Penalty: 5590.830078
	Iteration 9F: 3 clusters Score -9501620 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 73289 members 
Entering Unmasked Estep 
Score: -9506680.000000 Penalty: 5590.830078
	Iteration 10F: 3 clusters Score -9506680 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 76381 members 
Entering Unmasked Estep 
Score: -9509711.000000 Penalty: 5590.830078
	Iteration 11Q: 3 clusters Score -9509711 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 77680 members 
Entering Unmasked Estep 
Score: -9510896.000000 Penalty: 5590.830078
	Iteration 12Q: 3 clusters Score -9510896 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 78112 members 
Entering Unmasked Estep 
Score: -9511381.000000 Penalty: 5590.830078
	Iteration 13Q: 3 clusters Score -9511381 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 78246 members 
Entering Unmasked Estep 
Score: -9511531.000000 Penalty: 5590.830078
	Iteration 14Q: 3 clusters Score -9511531 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 78287 members 
Entering Unmasked Estep 
Score: -9511576.000000 Penalty: 5590.830078
	Iteration 15Q: 3 clusters Score -9511576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 78314 members 
Entering Unmasked Estep 
Score: -9511601.000000 Penalty: 5590.830078
	Iteration 16Q: 3 clusters Score -9511601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 78323 members 
Entering Unmasked Estep 
Score: -9511620.000000 Penalty: 5590.830078
	Iteration 17Q: 3 clusters Score -9511620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 78331 members 
Entering Unmasked Estep 
Score: -9511633.000000 Penalty: 5590.830078
	Iteration 18Q: 3 clusters Score -9511633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 78337 members 
Entering Unmasked Estep 
Score: -9511645.000000 Penalty: 5590.830078
	Iteration 19Q: 3 clusters Score -9511645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 78338 members 
Entering Unmasked Estep 
Score: -9511650.000000 Penalty: 5590.830078
	Iteration 20F: 3 clusters Score -9511650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 78339 members 
Entering Unmasked Estep 
Score: -9511647.000000 Penalty: 5590.830078
	Iteration 21Q: 3 clusters Score -9511647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 78340 members 
Entering Unmasked Estep 
Score: -9511654.000000 Penalty: 5590.830078
	Iteration 22Q: 3 clusters Score -9511654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 78339 members 
Entering Unmasked Estep 
Score: -9511648.000000 Penalty: 5590.830078
	Iteration 23Q: 3 clusters Score -9511648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 78339 members 
Entering Unmasked Estep 
Score: -9511648.000000 Penalty: 5590.830078
	Iteration 24F: 3 clusters Score -9511648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -98991.960938 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -98991.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -97225.718750 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -97225.72 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -97519.445312 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -97519.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97569.250000 Penalty: 3349.705322
	Iteration 2Q: 3 clusters Score -97569.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -97584.796875 Penalty: 3349.705322
	Iteration 3Q: 3 clusters Score -97584.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -97588.804688 Penalty: 3349.705322
	Iteration 4Q: 3 clusters Score -97588.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -97597.578125 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -97597.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -97611.750000 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -97611.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -97617.351562 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -97617.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -97619.468750 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -97619.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -97622.312500 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -97622.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -97627.398438 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -97627.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -97631.734375 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -97631.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -97633.304688 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -97633.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -97636.109375 Penalty: 3349.705322
	Iteration 13Q: 3 clusters Score -97636.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -97637.757812 Penalty: 3349.705322
	Iteration 14Q: 3 clusters Score -97637.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97638.781250 Penalty: 3349.705322
	Iteration 15Q: 3 clusters Score -97638.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97638.781250 Penalty: 3349.705322
	Iteration 16F: 3 clusters Score -97638.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 5075 members 
Mstep: Class 3 contains 14658 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 197474 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41655 members 
Mstep: Class 10 contains 277783 members 
Mstep: Class 11 contains 59601 members 
Mstep: Class 12 contains 294918 members 
Mstep: Class 13 contains 10399 members 
Mstep: Class 14 contains 31522 members 
Mstep: Class 15 contains 6835 members 
Mstep: Class 16 contains 19310 members 
Mstep: Class 17 contains 39633 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 23119 members 
Mstep: Class 20 contains 23275 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93246 members 
Mstep: Class 24 contains 78577 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578528.000000 Penalty: 87158.210938
Iteration 239Q: 26 clusters Score -1.545785e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 5077 members 
Mstep: Class 3 contains 14661 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 2523 members 
Mstep: Class 7 contains 197457 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41651 members 
Mstep: Class 10 contains 277974 members 
Mstep: Class 11 contains 59593 members 
Mstep: Class 12 contains 294776 members 
Mstep: Class 13 contains 10398 members 
Mstep: Class 14 contains 31519 members 
Mstep: Class 15 contains 6835 members 
Mstep: Class 16 contains 19308 members 
Mstep: Class 17 contains 39634 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 23113 members 
Mstep: Class 20 contains 23276 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93246 members 
Mstep: Class 24 contains 78552 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578688.000000 Penalty: 87158.210938
Iteration 240F: 26 clusters Score -1.545787e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 5080 members 
Mstep: Class 3 contains 14662 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 197471 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41645 members 
Mstep: Class 10 contains 278112 members 
Mstep: Class 11 contains 59586 members 
Mstep: Class 12 contains 294645 members 
Mstep: Class 13 contains 10400 members 
Mstep: Class 14 contains 31522 members 
Mstep: Class 15 contains 6835 members 
Mstep: Class 16 contains 19310 members 
Mstep: Class 17 contains 39636 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 23106 members 
Mstep: Class 20 contains 23276 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93243 members 
Mstep: Class 24 contains 78532 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578736.000000 Penalty: 87158.210938
Iteration 241Q: 26 clusters Score -1.545787e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 5078 members 
Mstep: Class 3 contains 14663 members 
Mstep: Class 4 contains 4030 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2526 members 
Mstep: Class 7 contains 197466 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41651 members 
Mstep: Class 10 contains 278231 members 
Mstep: Class 11 contains 59579 members 
Mstep: Class 12 contains 294536 members 
Mstep: Class 13 contains 10404 members 
Mstep: Class 14 contains 31529 members 
Mstep: Class 15 contains 6835 members 
Mstep: Class 16 contains 19311 members 
Mstep: Class 17 contains 39637 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 23102 members 
Mstep: Class 20 contains 23278 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93238 members 
Mstep: Class 24 contains 78506 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578672.000000 Penalty: 87158.210938
Iteration 242Q: 26 clusters Score -1.545787e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 5076 members 
Mstep: Class 3 contains 14663 members 
Mstep: Class 4 contains 4032 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2530 members 
Mstep: Class 7 contains 197454 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41654 members 
Mstep: Class 10 contains 278342 members 
Mstep: Class 11 contains 59566 members 
Mstep: Class 12 contains 294453 members 
Mstep: Class 13 contains 10406 members 
Mstep: Class 14 contains 31537 members 
Mstep: Class 15 contains 6835 members 
Mstep: Class 16 contains 19311 members 
Mstep: Class 17 contains 39637 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 23103 members 
Mstep: Class 20 contains 23279 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93228 members 
Mstep: Class 24 contains 78490 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578544.000000 Penalty: 87158.210938
Iteration 243Q: 26 clusters Score -1.545785e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 14666 members 
Mstep: Class 4 contains 4032 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2532 members 
Mstep: Class 7 contains 197439 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41651 members 
Mstep: Class 10 contains 278493 members 
Mstep: Class 11 contains 59561 members 
Mstep: Class 12 contains 294341 members 
Mstep: Class 13 contains 10408 members 
Mstep: Class 14 contains 31546 members 
Mstep: Class 15 contains 6835 members 
Mstep: Class 16 contains 19314 members 
Mstep: Class 17 contains 39636 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 23101 members 
Mstep: Class 20 contains 23277 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93212 members 
Mstep: Class 24 contains 78470 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578752.000000 Penalty: 87158.210938
Iteration 244Q: 26 clusters Score -1.545788e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 5072 members 
Mstep: Class 3 contains 14667 members 
Mstep: Class 4 contains 4033 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2532 members 
Mstep: Class 7 contains 197435 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41652 members 
Mstep: Class 10 contains 278621 members 
Mstep: Class 11 contains 59565 members 
Mstep: Class 12 contains 294207 members 
Mstep: Class 13 contains 10408 members 
Mstep: Class 14 contains 31547 members 
Mstep: Class 15 contains 6835 members 
Mstep: Class 16 contains 19319 members 
Mstep: Class 17 contains 39638 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 23097 members 
Mstep: Class 20 contains 23275 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93209 members 
Mstep: Class 24 contains 78457 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578784.000000 Penalty: 87158.210938
Iteration 245Q: 26 clusters Score -1.545788e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 14669 members 
Mstep: Class 4 contains 4033 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2534 members 
Mstep: Class 7 contains 197420 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41646 members 
Mstep: Class 10 contains 278744 members 
Mstep: Class 11 contains 59561 members 
Mstep: Class 12 contains 294127 members 
Mstep: Class 13 contains 10410 members 
Mstep: Class 14 contains 31553 members 
Mstep: Class 15 contains 6835 members 
Mstep: Class 16 contains 19319 members 
Mstep: Class 17 contains 39644 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 23090 members 
Mstep: Class 20 contains 23277 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93194 members 
Mstep: Class 24 contains 78428 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578816.000000 Penalty: 87158.210938
Iteration 246Q: 26 clusters Score -1.545788e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 14671 members 
Mstep: Class 4 contains 4033 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 197387 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41643 members 
Mstep: Class 10 contains 278880 members 
Mstep: Class 11 contains 59562 members 
Mstep: Class 12 contains 294061 members 
Mstep: Class 13 contains 10407 members 
Mstep: Class 14 contains 31546 members 
Mstep: Class 15 contains 6836 members 
Mstep: Class 16 contains 19319 members 
Mstep: Class 17 contains 39646 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 23086 members 
Mstep: Class 20 contains 23276 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93180 members 
Mstep: Class 24 contains 78405 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578720.000000 Penalty: 87158.210938
Iteration 247Q: 26 clusters Score -1.545787e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 5068 members 
Mstep: Class 3 contains 14670 members 
Mstep: Class 4 contains 4032 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 2538 members 
Mstep: Class 7 contains 197363 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41642 members 
Mstep: Class 10 contains 278982 members 
Mstep: Class 11 contains 59566 members 
Mstep: Class 12 contains 293997 members 
Mstep: Class 13 contains 10409 members 
Mstep: Class 14 contains 31552 members 
Mstep: Class 15 contains 6837 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39655 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 23080 members 
Mstep: Class 20 contains 23275 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93167 members 
Mstep: Class 24 contains 78383 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578816.000000 Penalty: 87158.210938
Iteration 248Q: 26 clusters Score -1.545788e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 14671 members 
Mstep: Class 4 contains 4032 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 197332 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41638 members 
Mstep: Class 10 contains 279066 members 
Mstep: Class 11 contains 59574 members 
Mstep: Class 12 contains 293950 members 
Mstep: Class 13 contains 10404 members 
Mstep: Class 14 contains 31552 members 
Mstep: Class 15 contains 6837 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39653 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 23079 members 
Mstep: Class 20 contains 23277 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93165 members 
Mstep: Class 24 contains 78366 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578880.000000 Penalty: 87158.210938
Iteration 249Q: 26 clusters Score -1.545789e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 14670 members 
Mstep: Class 4 contains 4031 members 
Mstep: Class 5 contains 8333 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 197290 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41632 members 
Mstep: Class 10 contains 279150 members 
Mstep: Class 11 contains 59586 members 
Mstep: Class 12 contains 293909 members 
Mstep: Class 13 contains 10405 members 
Mstep: Class 14 contains 31553 members 
Mstep: Class 15 contains 6838 members 
Mstep: Class 16 contains 19318 members 
Mstep: Class 17 contains 39652 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 23075 members 
Mstep: Class 20 contains 23277 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93167 members 
Mstep: Class 24 contains 78353 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578880.000000 Penalty: 87158.210938
Iteration 250Q: 26 clusters Score -1.545789e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 14669 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 8335 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 197258 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41625 members 
Mstep: Class 10 contains 279255 members 
Mstep: Class 11 contains 59597 members 
Mstep: Class 12 contains 293847 members 
Mstep: Class 13 contains 10404 members 
Mstep: Class 14 contains 31555 members 
Mstep: Class 15 contains 6839 members 
Mstep: Class 16 contains 19317 members 
Mstep: Class 17 contains 39649 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 23071 members 
Mstep: Class 20 contains 23281 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93179 members 
Mstep: Class 24 contains 78330 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579152.000000 Penalty: 87158.210938
Iteration 251Q: 26 clusters Score -1.545792e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 14671 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 2542 members 
Mstep: Class 7 contains 197224 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41617 members 
Mstep: Class 10 contains 279366 members 
Mstep: Class 11 contains 59595 members 
Mstep: Class 12 contains 293772 members 
Mstep: Class 13 contains 10402 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 6839 members 
Mstep: Class 16 contains 19318 members 
Mstep: Class 17 contains 39647 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 23067 members 
Mstep: Class 20 contains 23283 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93180 members 
Mstep: Class 24 contains 78317 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579216.000000 Penalty: 87158.210938
Iteration 252Q: 26 clusters Score -1.545792e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 5065 members 
Mstep: Class 3 contains 14670 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 2543 members 
Mstep: Class 7 contains 197219 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41613 members 
Mstep: Class 10 contains 279436 members 
Mstep: Class 11 contains 59593 members 
Mstep: Class 12 contains 293734 members 
Mstep: Class 13 contains 10401 members 
Mstep: Class 14 contains 31568 members 
Mstep: Class 15 contains 6839 members 
Mstep: Class 16 contains 19321 members 
Mstep: Class 17 contains 39649 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 23064 members 
Mstep: Class 20 contains 23283 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93167 members 
Mstep: Class 24 contains 78305 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579232.000000 Penalty: 87158.210938
Iteration 253Q: 26 clusters Score -1.545792e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 14673 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8338 members 
Mstep: Class 6 contains 2543 members 
Mstep: Class 7 contains 197211 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41614 members 
Mstep: Class 10 contains 279483 members 
Mstep: Class 11 contains 59593 members 
Mstep: Class 12 contains 293716 members 
Mstep: Class 13 contains 10397 members 
Mstep: Class 14 contains 31569 members 
Mstep: Class 15 contains 6839 members 
Mstep: Class 16 contains 19323 members 
Mstep: Class 17 contains 39649 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 23056 members 
Mstep: Class 20 contains 23281 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93161 members 
Mstep: Class 24 contains 78290 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579040.000000 Penalty: 87158.210938
Iteration 254Q: 26 clusters Score -1.54579e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 14676 members 
Mstep: Class 4 contains 4025 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 2544 members 
Mstep: Class 7 contains 197205 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41629 members 
Mstep: Class 10 contains 279466 members 
Mstep: Class 11 contains 59595 members 
Mstep: Class 12 contains 293758 members 
Mstep: Class 13 contains 10393 members 
Mstep: Class 14 contains 31576 members 
Mstep: Class 15 contains 6838 members 
Mstep: Class 16 contains 19324 members 
Mstep: Class 17 contains 39649 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 23054 members 
Mstep: Class 20 contains 23279 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93142 members 
Mstep: Class 24 contains 78268 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578992.000000 Penalty: 87158.210938
Iteration 255Q: 26 clusters Score -1.54579e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 14678 members 
Mstep: Class 4 contains 4025 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 6 contains 2544 members 
Mstep: Class 7 contains 197198 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41634 members 
Mstep: Class 10 contains 279445 members 
Mstep: Class 11 contains 59594 members 
Mstep: Class 12 contains 293806 members 
Mstep: Class 13 contains 10395 members 
Mstep: Class 14 contains 31582 members 
Mstep: Class 15 contains 6835 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39649 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 23046 members 
Mstep: Class 20 contains 23280 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93131 members 
Mstep: Class 24 contains 78248 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578960.000000 Penalty: 87158.210938
Iteration 256Q: 26 clusters Score -1.54579e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 14676 members 
Mstep: Class 4 contains 4025 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 6 contains 2544 members 
Mstep: Class 7 contains 197192 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41632 members 
Mstep: Class 10 contains 279404 members 
Mstep: Class 11 contains 59598 members 
Mstep: Class 12 contains 293866 members 
Mstep: Class 13 contains 10404 members 
Mstep: Class 14 contains 31585 members 
Mstep: Class 15 contains 6837 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39650 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 23036 members 
Mstep: Class 20 contains 23281 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93123 members 
Mstep: Class 24 contains 78237 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579168.000000 Penalty: 87158.210938
Iteration 257Q: 26 clusters Score -1.545792e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 14675 members 
Mstep: Class 4 contains 4025 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 6 contains 2546 members 
Mstep: Class 7 contains 197194 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41620 members 
Mstep: Class 10 contains 279353 members 
Mstep: Class 11 contains 59597 members 
Mstep: Class 12 contains 293940 members 
Mstep: Class 13 contains 10405 members 
Mstep: Class 14 contains 31587 members 
Mstep: Class 15 contains 6839 members 
Mstep: Class 16 contains 19323 members 
Mstep: Class 17 contains 39656 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 23026 members 
Mstep: Class 20 contains 23282 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93123 members 
Mstep: Class 24 contains 78225 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579088.000000 Penalty: 87158.210938
Iteration 258Q: 26 clusters Score -1.545791e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 14673 members 
Mstep: Class 4 contains 4025 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 6 contains 2546 members 
Mstep: Class 7 contains 197200 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41612 members 
Mstep: Class 10 contains 279296 members 
Mstep: Class 11 contains 59604 members 
Mstep: Class 12 contains 294001 members 
Mstep: Class 13 contains 10405 members 
Mstep: Class 14 contains 31582 members 
Mstep: Class 15 contains 6839 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39663 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 23020 members 
Mstep: Class 20 contains 23281 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93128 members 
Mstep: Class 24 contains 78215 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579056.000000 Penalty: 87158.210938
Iteration 259Q: 26 clusters Score -1.545791e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4025 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 6 contains 2547 members 
Mstep: Class 7 contains 197207 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41609 members 
Mstep: Class 10 contains 279217 members 
Mstep: Class 11 contains 59610 members 
Mstep: Class 12 contains 294084 members 
Mstep: Class 13 contains 10405 members 
Mstep: Class 14 contains 31584 members 
Mstep: Class 15 contains 6839 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39666 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 23014 members 
Mstep: Class 20 contains 23280 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93124 members 
Mstep: Class 24 contains 78206 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579008.000000 Penalty: 87158.210938
Iteration 260F: 26 clusters Score -1.54579e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 14673 members 
Mstep: Class 4 contains 4023 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 6 contains 2547 members 
Mstep: Class 7 contains 197221 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41608 members 
Mstep: Class 10 contains 279149 members 
Mstep: Class 11 contains 59619 members 
Mstep: Class 12 contains 294135 members 
Mstep: Class 13 contains 10404 members 
Mstep: Class 14 contains 31587 members 
Mstep: Class 15 contains 6839 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39670 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 23010 members 
Mstep: Class 20 contains 23280 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93121 members 
Mstep: Class 24 contains 78203 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579088.000000 Penalty: 87158.210938
Iteration 261Q: 26 clusters Score -1.545791e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 5065 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 6 contains 2548 members 
Mstep: Class 7 contains 197240 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41605 members 
Mstep: Class 10 contains 279078 members 
Mstep: Class 11 contains 59618 members 
Mstep: Class 12 contains 294211 members 
Mstep: Class 13 contains 10405 members 
Mstep: Class 14 contains 31586 members 
Mstep: Class 15 contains 6840 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39670 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 23009 members 
Mstep: Class 20 contains 23279 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93116 members 
Mstep: Class 24 contains 78191 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
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Score: -154579056.000000 Penalty: 87158.210938
Iteration 262Q: 26 clusters Score -1.545791e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 5064 members 
Mstep: Class 3 contains 14675 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8339 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 197254 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41609 members 
Mstep: Class 10 contains 279030 members 
Mstep: Class 11 contains 59625 members 
Mstep: Class 12 contains 294239 members 
Mstep: Class 13 contains 10404 members 
Mstep: Class 14 contains 31588 members 
Mstep: Class 15 contains 6842 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39670 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 23011 members 
Mstep: Class 20 contains 23280 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93114 members 
Mstep: Class 24 contains 78185 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
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Iteration 263Q: 26 clusters Score -1.54579e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 5061 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8338 members 
Mstep: Class 6 contains 2552 members 
Mstep: Class 7 contains 197273 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41610 members 
Mstep: Class 10 contains 278990 members 
Mstep: Class 11 contains 59627 members 
Mstep: Class 12 contains 294277 members 
Mstep: Class 13 contains 10401 members 
Mstep: Class 14 contains 31591 members 
Mstep: Class 15 contains 6842 members 
Mstep: Class 16 contains 19324 members 
Mstep: Class 17 contains 39670 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 23013 members 
Mstep: Class 20 contains 23280 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93110 members 
Mstep: Class 24 contains 78177 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579120.000000 Penalty: 87158.210938
Iteration 264Q: 26 clusters Score -1.545791e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 5059 members 
Mstep: Class 3 contains 14673 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8338 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 197295 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41613 members 
Mstep: Class 10 contains 278951 members 
Mstep: Class 11 contains 59632 members 
Mstep: Class 12 contains 294299 members 
Mstep: Class 13 contains 10399 members 
Mstep: Class 14 contains 31591 members 
Mstep: Class 15 contains 6843 members 
Mstep: Class 16 contains 19324 members 
Mstep: Class 17 contains 39669 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 23014 members 
Mstep: Class 20 contains 23281 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93108 members 
Mstep: Class 24 contains 78170 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578976.000000 Penalty: 87158.210938
Iteration 265Q: 26 clusters Score -1.54579e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 5059 members 
Mstep: Class 3 contains 14673 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8338 members 
Mstep: Class 6 contains 2554 members 
Mstep: Class 7 contains 197299 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41615 members 
Mstep: Class 10 contains 278928 members 
Mstep: Class 11 contains 59635 members 
Mstep: Class 12 contains 294333 members 
Mstep: Class 13 contains 10400 members 
Mstep: Class 14 contains 31588 members 
Mstep: Class 15 contains 6846 members 
Mstep: Class 16 contains 19324 members 
Mstep: Class 17 contains 39667 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 23011 members 
Mstep: Class 20 contains 23282 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93095 members 
Mstep: Class 24 contains 78164 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578976.000000 Penalty: 87158.210938
Iteration 266Q: 26 clusters Score -1.54579e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 5059 members 
Mstep: Class 3 contains 14673 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8338 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 197300 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41607 members 
Mstep: Class 10 contains 278877 members 
Mstep: Class 11 contains 59637 members 
Mstep: Class 12 contains 294389 members 
Mstep: Class 13 contains 10399 members 
Mstep: Class 14 contains 31592 members 
Mstep: Class 15 contains 6846 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39669 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 23010 members 
Mstep: Class 20 contains 23282 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93095 members 
Mstep: Class 24 contains 78159 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579008.000000 Penalty: 87158.210938
Iteration 267Q: 26 clusters Score -1.54579e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 5060 members 
Mstep: Class 3 contains 14673 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8338 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 197323 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41599 members 
Mstep: Class 10 contains 278855 members 
Mstep: Class 11 contains 59640 members 
Mstep: Class 12 contains 294388 members 
Mstep: Class 13 contains 10399 members 
Mstep: Class 14 contains 31594 members 
Mstep: Class 15 contains 6847 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39669 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 23007 members 
Mstep: Class 20 contains 23283 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93096 members 
Mstep: Class 24 contains 78161 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578880.000000 Penalty: 87158.210938
Iteration 268Q: 26 clusters Score -1.545789e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 5059 members 
Mstep: Class 3 contains 14673 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8338 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 197320 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41593 members 
Mstep: Class 10 contains 278810 members 
Mstep: Class 11 contains 59645 members 
Mstep: Class 12 contains 294429 members 
Mstep: Class 13 contains 10398 members 
Mstep: Class 14 contains 31600 members 
Mstep: Class 15 contains 6847 members 
Mstep: Class 16 contains 19328 members 
Mstep: Class 17 contains 39671 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 23006 members 
Mstep: Class 20 contains 23281 members 
Mstep: Class 21 contains 4097 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93100 members 
Mstep: Class 24 contains 78159 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579024.000000 Penalty: 87158.210938
Iteration 269Q: 26 clusters Score -1.54579e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 5058 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8338 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 197331 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41587 members 
Mstep: Class 10 contains 278737 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 294481 members 
Mstep: Class 13 contains 10398 members 
Mstep: Class 14 contains 31607 members 
Mstep: Class 15 contains 6847 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39666 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 23007 members 
Mstep: Class 20 contains 23283 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93099 members 
Mstep: Class 24 contains 78158 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579072.000000 Penalty: 87158.210938
Iteration 270Q: 26 clusters Score -1.545791e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 5057 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 197355 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41582 members 
Mstep: Class 10 contains 278671 members 
Mstep: Class 11 contains 59656 members 
Mstep: Class 12 contains 294522 members 
Mstep: Class 13 contains 10399 members 
Mstep: Class 14 contains 31610 members 
Mstep: Class 15 contains 6847 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39667 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 23006 members 
Mstep: Class 20 contains 23284 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93100 members 
Mstep: Class 24 contains 78154 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578960.000000 Penalty: 87158.210938
Iteration 271Q: 26 clusters Score -1.54579e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 5056 members 
Mstep: Class 3 contains 14676 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 2554 members 
Mstep: Class 7 contains 197380 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41580 members 
Mstep: Class 10 contains 278605 members 
Mstep: Class 11 contains 59657 members 
Mstep: Class 12 contains 294552 members 
Mstep: Class 13 contains 10401 members 
Mstep: Class 14 contains 31612 members 
Mstep: Class 15 contains 6847 members 
Mstep: Class 16 contains 19323 members 
Mstep: Class 17 contains 39666 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 23007 members 
Mstep: Class 20 contains 23286 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93107 members 
Mstep: Class 24 contains 78155 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579072.000000 Penalty: 87158.210938
Iteration 272Q: 26 clusters Score -1.545791e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 2555 members 
Mstep: Class 7 contains 197404 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41577 members 
Mstep: Class 10 contains 278533 members 
Mstep: Class 11 contains 59662 members 
Mstep: Class 12 contains 294592 members 
Mstep: Class 13 contains 10399 members 
Mstep: Class 14 contains 31611 members 
Mstep: Class 15 contains 6847 members 
Mstep: Class 16 contains 19323 members 
Mstep: Class 17 contains 39664 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 23007 members 
Mstep: Class 20 contains 23285 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93113 members 
Mstep: Class 24 contains 78157 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579184.000000 Penalty: 87158.210938
Iteration 273Q: 26 clusters Score -1.545792e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14682 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 197422 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41582 members 
Mstep: Class 10 contains 278429 members 
Mstep: Class 11 contains 59668 members 
Mstep: Class 12 contains 294660 members 
Mstep: Class 13 contains 10400 members 
Mstep: Class 14 contains 31614 members 
Mstep: Class 15 contains 6847 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39663 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 23004 members 
Mstep: Class 20 contains 23283 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93121 members 
Mstep: Class 24 contains 78156 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579184.000000 Penalty: 87158.210938
Iteration 274Q: 26 clusters Score -1.545792e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14687 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 197427 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41581 members 
Mstep: Class 10 contains 278318 members 
Mstep: Class 11 contains 59673 members 
Mstep: Class 12 contains 294742 members 
Mstep: Class 13 contains 10400 members 
Mstep: Class 14 contains 31619 members 
Mstep: Class 15 contains 6847 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39667 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22999 members 
Mstep: Class 20 contains 23281 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93125 members 
Mstep: Class 24 contains 78157 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579056.000000 Penalty: 87158.210938
Iteration 275Q: 26 clusters Score -1.545791e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 197443 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41581 members 
Mstep: Class 10 contains 278215 members 
Mstep: Class 11 contains 59676 members 
Mstep: Class 12 contains 294803 members 
Mstep: Class 13 contains 10401 members 
Mstep: Class 14 contains 31624 members 
Mstep: Class 15 contains 6847 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39672 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22998 members 
Mstep: Class 20 contains 23281 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93125 members 
Mstep: Class 24 contains 78163 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579024.000000 Penalty: 87158.210938
Iteration 276Q: 26 clusters Score -1.54579e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14695 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 197464 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41585 members 
Mstep: Class 10 contains 278130 members 
Mstep: Class 11 contains 59680 members 
Mstep: Class 12 contains 294846 members 
Mstep: Class 13 contains 10400 members 
Mstep: Class 14 contains 31626 members 
Mstep: Class 15 contains 6848 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39673 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22994 members 
Mstep: Class 20 contains 23280 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93129 members 
Mstep: Class 24 contains 78163 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578912.000000 Penalty: 87158.210938
Iteration 277Q: 26 clusters Score -1.545789e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14695 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 197477 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41583 members 
Mstep: Class 10 contains 278047 members 
Mstep: Class 11 contains 59687 members 
Mstep: Class 12 contains 294892 members 
Mstep: Class 13 contains 10399 members 
Mstep: Class 14 contains 31631 members 
Mstep: Class 15 contains 6850 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39677 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22993 members 
Mstep: Class 20 contains 23280 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93137 members 
Mstep: Class 24 contains 78162 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578560.000000 Penalty: 87158.210938
Iteration 278Q: 26 clusters Score -1.545786e+08 nChanged 250
Entering ConstructFrom: 
Score: -154578560.000000 Penalty: 87158.210938
Entering ConstructFrom: 
Trying to split cluster 1 (25898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Entering Unmasked Estep 
Score: -3224784.000000 Penalty: 2520.156250
	Iteration 0F: 2 clusters Score -3224784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -3206833.500000 Penalty: 5040.312500
	Iteration 0F: 3 clusters Score -3206834 nChanged 11615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -3213034.250000 Penalty: 5040.312500
	Iteration 1F: 3 clusters Score -3213034 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -3213440.000000 Penalty: 5040.312500
	Iteration 2Q: 3 clusters Score -3213440 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3213826.000000 Penalty: 5040.312500
	Iteration 3Q: 3 clusters Score -3213826 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3214209.500000 Penalty: 5040.312500
	Iteration 4Q: 3 clusters Score -3214210 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -3214627.250000 Penalty: 5040.312500
	Iteration 5Q: 3 clusters Score -3214627 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -3215187.000000 Penalty: 5040.312500
	Iteration 6Q: 3 clusters Score -3215187 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -3215871.500000 Penalty: 5040.312500
	Iteration 7Q: 3 clusters Score -3215872 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -3216652.500000 Penalty: 5040.312500
	Iteration 8Q: 3 clusters Score -3216652 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -3217556.750000 Penalty: 5040.312500
	Iteration 9F: 3 clusters Score -3217557 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -3218374.500000 Penalty: 5040.312500
	Iteration 10Q: 3 clusters Score -3218374 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -3219073.250000 Penalty: 5040.312500
	Iteration 11Q: 3 clusters Score -3219073 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -3219672.750000 Penalty: 5040.312500
	Iteration 12Q: 3 clusters Score -3219673 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -3220160.000000 Penalty: 5040.312500
	Iteration 13Q: 3 clusters Score -3220160 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -3220502.500000 Penalty: 5040.312500
	Iteration 14Q: 3 clusters Score -3220502 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -3220728.000000 Penalty: 5040.312500
	Iteration 15Q: 3 clusters Score -3220728 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -3220907.500000 Penalty: 5040.312500
	Iteration 16Q: 3 clusters Score -3220908 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -3221098.000000 Penalty: 5040.312500
	Iteration 17Q: 3 clusters Score -3221098 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -3221259.000000 Penalty: 5040.312500
	Iteration 18Q: 3 clusters Score -3221259 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -3221438.500000 Penalty: 5040.312500
	Iteration 19Q: 3 clusters Score -3221438 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -3221660.750000 Penalty: 5040.312500
	Iteration 20F: 3 clusters Score -3221661 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -3221872.500000 Penalty: 5040.312500
	Iteration 21Q: 3 clusters Score -3221872 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -3222095.000000 Penalty: 5040.312500
	Iteration 22Q: 3 clusters Score -3222095 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -3222335.500000 Penalty: 5040.312500
	Iteration 23Q: 3 clusters Score -3222336 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -3222586.000000 Penalty: 5040.312500
	Iteration 24Q: 3 clusters Score -3222586 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -3222734.750000 Penalty: 5040.312500
	Iteration 25Q: 3 clusters Score -3222735 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -3222857.000000 Penalty: 5040.312500
	Iteration 26Q: 3 clusters Score -3222857 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -3222919.500000 Penalty: 5040.312500
	Iteration 27Q: 3 clusters Score -3222920 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -3222955.750000 Penalty: 5040.312500
	Iteration 28Q: 3 clusters Score -3222956 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -3222977.250000 Penalty: 5040.312500
	Iteration 29Q: 3 clusters Score -3222977 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -3223003.000000 Penalty: 5040.312500
	Iteration 30Q: 3 clusters Score -3223003 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -3223025.000000 Penalty: 5040.312500
	Iteration 31Q: 3 clusters Score -3223025 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -3223040.500000 Penalty: 5040.312500
	Iteration 32Q: 3 clusters Score -3223040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -3223045.750000 Penalty: 5040.312500
	Iteration 33Q: 3 clusters Score -3223046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -3223044.000000 Penalty: 5040.312500
	Iteration 34Q: 3 clusters Score -3223044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -3223051.250000 Penalty: 5040.312500
	Iteration 35Q: 3 clusters Score -3223051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -3223054.500000 Penalty: 5040.312500
	Iteration 36Q: 3 clusters Score -3223054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -3223055.750000 Penalty: 5040.312500
	Iteration 37Q: 3 clusters Score -3223056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3223055.000000 Penalty: 5040.312500
	Iteration 38Q: 3 clusters Score -3223055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -3223052.000000 Penalty: 5040.312500
	Iteration 39Q: 3 clusters Score -3223052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -3223055.250000 Penalty: 5040.312500
	Iteration 40F: 3 clusters Score -3223055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -3223054.000000 Penalty: 5040.312500
	Iteration 41Q: 3 clusters Score -3223054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -3223058.250000 Penalty: 5040.312500
	Iteration 42Q: 3 clusters Score -3223058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -3223053.750000 Penalty: 5040.312500
	Iteration 43Q: 3 clusters Score -3223054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -3223056.500000 Penalty: 5040.312500
	Iteration 44Q: 3 clusters Score -3223056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -3223057.750000 Penalty: 5040.312500
	Iteration 45Q: 3 clusters Score -3223058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -3223057.750000 Penalty: 5040.312500
	Iteration 46F: 3 clusters Score -3223058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Entering Unmasked Estep 
Score: -500035.000000 Penalty: 2114.927979
	Iteration 0F: 2 clusters Score -500035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -495554.125000 Penalty: 4229.855957
	Iteration 0F: 3 clusters Score -495554.1 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -496788.218750 Penalty: 4229.855957
	Iteration 1F: 3 clusters Score -496788.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -497151.968750 Penalty: 4229.855957
	Iteration 2F: 3 clusters Score -497152 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -497545.968750 Penalty: 4229.855957
	Iteration 3F: 3 clusters Score -497546 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -498101.125000 Penalty: 4229.855957
	Iteration 4F: 3 clusters Score -498101.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -498772.343750 Penalty: 4229.855957
	Iteration 5F: 3 clusters Score -498772.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -499422.062500 Penalty: 4229.855957
	Iteration 6F: 3 clusters Score -499422.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -499829.218750 Penalty: 4229.855957
	Iteration 7F: 3 clusters Score -499829.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -500024.218750 Penalty: 4229.855957
	Iteration 8F: 3 clusters Score -500024.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -500143.281250 Penalty: 4229.855957
	Iteration 9Q: 3 clusters Score -500143.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -500214.843750 Penalty: 4229.855957
	Iteration 10Q: 3 clusters Score -500214.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -500278.468750 Penalty: 4229.855957
	Iteration 11Q: 3 clusters Score -500278.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -500322.343750 Penalty: 4229.855957
	Iteration 12Q: 3 clusters Score -500322.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -500348.250000 Penalty: 4229.855957
	Iteration 13Q: 3 clusters Score -500348.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -500363.656250 Penalty: 4229.855957
	Iteration 14Q: 3 clusters Score -500363.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -500368.843750 Penalty: 4229.855957
	Iteration 15Q: 3 clusters Score -500368.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -500372.718750 Penalty: 4229.855957
	Iteration 16Q: 3 clusters Score -500372.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -500376.968750 Penalty: 4229.855957
	Iteration 17Q: 3 clusters Score -500377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -500377.562500 Penalty: 4229.855957
	Iteration 18Q: 3 clusters Score -500377.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -500379.093750 Penalty: 4229.855957
	Iteration 19Q: 3 clusters Score -500379.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -500379.875000 Penalty: 4229.855957
	Iteration 20F: 3 clusters Score -500379.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -500379.812500 Penalty: 4229.855957
	Iteration 21Q: 3 clusters Score -500379.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -500380.000000 Penalty: 4229.855957
	Iteration 22Q: 3 clusters Score -500380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -500380.218750 Penalty: 4229.855957
	Iteration 23Q: 3 clusters Score -500380.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -500381.000000 Penalty: 4229.855957
	Iteration 24Q: 3 clusters Score -500381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -500381.718750 Penalty: 4229.855957
	Iteration 25Q: 3 clusters Score -500381.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -500381.718750 Penalty: 4229.855957
	Iteration 26F: 3 clusters Score -500381.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 2132 members 
Mstep: Class 3 contains 14696 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 197492 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41583 members 
Mstep: Class 10 contains 277960 members 
Mstep: Class 11 contains 59689 members 
Mstep: Class 12 contains 294948 members 
Mstep: Class 13 contains 10401 members 
Mstep: Class 14 contains 31636 members 
Mstep: Class 15 contains 6851 members 
Mstep: Class 16 contains 19321 members 
Mstep: Class 17 contains 39682 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22991 members 
Mstep: Class 20 contains 23281 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93141 members 
Mstep: Class 24 contains 78155 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 2922 members 
Entering Unmasked Estep 
Score: -154578304.000000 Penalty: 90644.539062
Splitting cluster 2 changes total score from -154578560.000000 to -154578304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (14696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Entering Unmasked Estep 
Score: -1757652.625000 Penalty: 2379.641846
	Iteration 0F: 2 clusters Score -1757653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1746909.250000 Penalty: 4759.283691
	Iteration 0F: 3 clusters Score -1746909 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1750313.250000 Penalty: 4759.283691
	Iteration 1F: 3 clusters Score -1750313 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1750725.750000 Penalty: 4759.283691
	Iteration 2F: 3 clusters Score -1750726 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1751280.625000 Penalty: 4759.283691
	Iteration 3F: 3 clusters Score -1751281 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1751923.250000 Penalty: 4759.283691
	Iteration 4F: 3 clusters Score -1751923 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1752526.875000 Penalty: 4759.283691
	Iteration 5F: 3 clusters Score -1752527 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1753118.750000 Penalty: 4759.283691
	Iteration 6F: 3 clusters Score -1753119 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1753758.375000 Penalty: 4759.283691
	Iteration 7F: 3 clusters Score -1753758 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1754346.125000 Penalty: 4759.283691
	Iteration 8F: 3 clusters Score -1754346 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1754952.250000 Penalty: 4759.283691
	Iteration 9F: 3 clusters Score -1754952 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1755435.750000 Penalty: 4759.283691
	Iteration 10Q: 3 clusters Score -1755436 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1755824.250000 Penalty: 4759.283691
	Iteration 11Q: 3 clusters Score -1755824 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1756111.750000 Penalty: 4759.283691
	Iteration 12Q: 3 clusters Score -1756112 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1756277.500000 Penalty: 4759.283691
	Iteration 13Q: 3 clusters Score -1756278 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1756369.250000 Penalty: 4759.283691
	Iteration 14Q: 3 clusters Score -1756369 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1756436.625000 Penalty: 4759.283691
	Iteration 15Q: 3 clusters Score -1756437 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1756482.125000 Penalty: 4759.283691
	Iteration 16Q: 3 clusters Score -1756482 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1756526.875000 Penalty: 4759.283691
	Iteration 17Q: 3 clusters Score -1756527 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1756557.125000 Penalty: 4759.283691
	Iteration 18Q: 3 clusters Score -1756557 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1756583.250000 Penalty: 4759.283691
	Iteration 19Q: 3 clusters Score -1756583 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1756606.625000 Penalty: 4759.283691
	Iteration 20F: 3 clusters Score -1756607 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1756625.625000 Penalty: 4759.283691
	Iteration 21Q: 3 clusters Score -1756626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1756635.000000 Penalty: 4759.283691
	Iteration 22Q: 3 clusters Score -1756635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1756643.875000 Penalty: 4759.283691
	Iteration 23Q: 3 clusters Score -1756644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1756654.250000 Penalty: 4759.283691
	Iteration 24Q: 3 clusters Score -1756654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1756658.750000 Penalty: 4759.283691
	Iteration 25Q: 3 clusters Score -1756659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1756669.875000 Penalty: 4759.283691
	Iteration 26Q: 3 clusters Score -1756670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1756675.750000 Penalty: 4759.283691
	Iteration 27Q: 3 clusters Score -1756676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1756679.250000 Penalty: 4759.283691
	Iteration 28Q: 3 clusters Score -1756679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1756683.750000 Penalty: 4759.283691
	Iteration 29Q: 3 clusters Score -1756684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1756680.625000 Penalty: 4759.283691
	Iteration 30Q: 3 clusters Score -1756681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1756686.625000 Penalty: 4759.283691
	Iteration 31Q: 3 clusters Score -1756687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1756683.250000 Penalty: 4759.283691
	Iteration 32Q: 3 clusters Score -1756683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1756687.000000 Penalty: 4759.283691
	Iteration 33Q: 3 clusters Score -1756687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1756686.375000 Penalty: 4759.283691
	Iteration 34Q: 3 clusters Score -1756686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1756693.375000 Penalty: 4759.283691
	Iteration 35Q: 3 clusters Score -1756693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1756691.875000 Penalty: 4759.283691
	Iteration 36Q: 3 clusters Score -1756692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1756692.000000 Penalty: 4759.283691
	Iteration 37Q: 3 clusters Score -1756692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1756693.250000 Penalty: 4759.283691
	Iteration 38Q: 3 clusters Score -1756693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1756693.250000 Penalty: 4759.283691
	Iteration 39F: 3 clusters Score -1756693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Entering Unmasked Estep 
Score: -466254.343750 Penalty: 2058.099365
	Iteration 0F: 2 clusters Score -466254.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -462503.937500 Penalty: 4116.198730
	Iteration 0F: 3 clusters Score -462503.9 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -463753.500000 Penalty: 4116.198730
	Iteration 1F: 3 clusters Score -463753.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -464302.718750 Penalty: 4116.198730
	Iteration 2F: 3 clusters Score -464302.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -464755.875000 Penalty: 4116.198730
	Iteration 3F: 3 clusters Score -464755.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -465159.875000 Penalty: 4116.198730
	Iteration 4F: 3 clusters Score -465159.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -465454.593750 Penalty: 4116.198730
	Iteration 5F: 3 clusters Score -465454.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -465714.250000 Penalty: 4116.198730
	Iteration 6Q: 3 clusters Score -465714.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -465909.281250 Penalty: 4116.198730
	Iteration 7Q: 3 clusters Score -465909.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -466061.125000 Penalty: 4116.198730
	Iteration 8Q: 3 clusters Score -466061.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -466147.312500 Penalty: 4116.198730
	Iteration 9Q: 3 clusters Score -466147.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -466183.968750 Penalty: 4116.198730
	Iteration 10Q: 3 clusters Score -466184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -466213.031250 Penalty: 4116.198730
	Iteration 11Q: 3 clusters Score -466213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -466232.343750 Penalty: 4116.198730
	Iteration 12Q: 3 clusters Score -466232.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -466239.625000 Penalty: 4116.198730
	Iteration 13Q: 3 clusters Score -466239.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -466244.281250 Penalty: 4116.198730
	Iteration 14Q: 3 clusters Score -466244.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -466247.156250 Penalty: 4116.198730
	Iteration 15Q: 3 clusters Score -466247.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -466248.656250 Penalty: 4116.198730
	Iteration 16Q: 3 clusters Score -466248.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -466249.093750 Penalty: 4116.198730
	Iteration 17Q: 3 clusters Score -466249.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -466249.468750 Penalty: 4116.198730
	Iteration 18Q: 3 clusters Score -466249.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -466249.468750 Penalty: 4116.198730
	Iteration 19F: 3 clusters Score -466249.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Entering Unmasked Estep 
Score: -909065.312500 Penalty: 2239.027832
	Iteration 0F: 2 clusters Score -909065.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -902487.250000 Penalty: 4478.055664
	Iteration 0F: 3 clusters Score -902487.2 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -904344.750000 Penalty: 4478.055664
	Iteration 1F: 3 clusters Score -904344.8 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -904699.750000 Penalty: 4478.055664
	Iteration 2F: 3 clusters Score -904699.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -904969.312500 Penalty: 4478.055664
	Iteration 3F: 3 clusters Score -904969.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -905177.875000 Penalty: 4478.055664
	Iteration 4Q: 3 clusters Score -905177.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -905350.875000 Penalty: 4478.055664
	Iteration 5Q: 3 clusters Score -905350.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -905508.250000 Penalty: 4478.055664
	Iteration 6Q: 3 clusters Score -905508.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -905647.000000 Penalty: 4478.055664
	Iteration 7Q: 3 clusters Score -905647 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -905775.125000 Penalty: 4478.055664
	Iteration 8Q: 3 clusters Score -905775.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -905891.250000 Penalty: 4478.055664
	Iteration 9Q: 3 clusters Score -905891.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -906007.062500 Penalty: 4478.055664
	Iteration 10Q: 3 clusters Score -906007.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -906106.562500 Penalty: 4478.055664
	Iteration 11Q: 3 clusters Score -906106.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -906217.500000 Penalty: 4478.055664
	Iteration 12Q: 3 clusters Score -906217.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -906317.750000 Penalty: 4478.055664
	Iteration 13Q: 3 clusters Score -906317.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -906396.375000 Penalty: 4478.055664
	Iteration 14Q: 3 clusters Score -906396.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -906476.625000 Penalty: 4478.055664
	Iteration 15Q: 3 clusters Score -906476.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -906538.312500 Penalty: 4478.055664
	Iteration 16Q: 3 clusters Score -906538.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -906602.625000 Penalty: 4478.055664
	Iteration 17Q: 3 clusters Score -906602.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -906665.312500 Penalty: 4478.055664
	Iteration 18Q: 3 clusters Score -906665.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -906736.937500 Penalty: 4478.055664
	Iteration 19Q: 3 clusters Score -906736.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -906810.750000 Penalty: 4478.055664
	Iteration 20F: 3 clusters Score -906810.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -906887.750000 Penalty: 4478.055664
	Iteration 21Q: 3 clusters Score -906887.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -906943.625000 Penalty: 4478.055664
	Iteration 22Q: 3 clusters Score -906943.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -906988.750000 Penalty: 4478.055664
	Iteration 23Q: 3 clusters Score -906988.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -907033.375000 Penalty: 4478.055664
	Iteration 24Q: 3 clusters Score -907033.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -907067.875000 Penalty: 4478.055664
	Iteration 25Q: 3 clusters Score -907067.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -907096.625000 Penalty: 4478.055664
	Iteration 26Q: 3 clusters Score -907096.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -907119.375000 Penalty: 4478.055664
	Iteration 27Q: 3 clusters Score -907119.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -907137.000000 Penalty: 4478.055664
	Iteration 28Q: 3 clusters Score -907137 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -907154.250000 Penalty: 4478.055664
	Iteration 29Q: 3 clusters Score -907154.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -907170.937500 Penalty: 4478.055664
	Iteration 30Q: 3 clusters Score -907170.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -907182.875000 Penalty: 4478.055664
	Iteration 31Q: 3 clusters Score -907182.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -907196.812500 Penalty: 4478.055664
	Iteration 32Q: 3 clusters Score -907196.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -907203.625000 Penalty: 4478.055664
	Iteration 33Q: 3 clusters Score -907203.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -907212.937500 Penalty: 4478.055664
	Iteration 34Q: 3 clusters Score -907212.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -907220.875000 Penalty: 4478.055664
	Iteration 35Q: 3 clusters Score -907220.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -907229.500000 Penalty: 4478.055664
	Iteration 36Q: 3 clusters Score -907229.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -907242.125000 Penalty: 4478.055664
	Iteration 37Q: 3 clusters Score -907242.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -907254.062500 Penalty: 4478.055664
	Iteration 38Q: 3 clusters Score -907254.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -907265.625000 Penalty: 4478.055664
	Iteration 39Q: 3 clusters Score -907265.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -907282.187500 Penalty: 4478.055664
	Iteration 40F: 3 clusters Score -907282.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -907295.625000 Penalty: 4478.055664
	Iteration 41Q: 3 clusters Score -907295.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -907302.875000 Penalty: 4478.055664
	Iteration 42Q: 3 clusters Score -907302.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -907310.000000 Penalty: 4478.055664
	Iteration 43Q: 3 clusters Score -907310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -907314.937500 Penalty: 4478.055664
	Iteration 44Q: 3 clusters Score -907314.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -907320.250000 Penalty: 4478.055664
	Iteration 45Q: 3 clusters Score -907320.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -907324.187500 Penalty: 4478.055664
	Iteration 46Q: 3 clusters Score -907324.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -907329.187500 Penalty: 4478.055664
	Iteration 47Q: 3 clusters Score -907329.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -907329.500000 Penalty: 4478.055664
	Iteration 48Q: 3 clusters Score -907329.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -907334.562500 Penalty: 4478.055664
	Iteration 49Q: 3 clusters Score -907334.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -907335.937500 Penalty: 4478.055664
	Iteration 50Q: 3 clusters Score -907335.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -907335.562500 Penalty: 4478.055664
	Iteration 51Q: 3 clusters Score -907335.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -907339.125000 Penalty: 4478.055664
	Iteration 52Q: 3 clusters Score -907339.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -907340.000000 Penalty: 4478.055664
	Iteration 53Q: 3 clusters Score -907340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -907342.125000 Penalty: 4478.055664
	Iteration 54Q: 3 clusters Score -907342.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -907344.500000 Penalty: 4478.055664
	Iteration 55Q: 3 clusters Score -907344.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -907346.437500 Penalty: 4478.055664
	Iteration 56Q: 3 clusters Score -907346.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -907347.562500 Penalty: 4478.055664
	Iteration 57Q: 3 clusters Score -907347.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -907351.687500 Penalty: 4478.055664
	Iteration 58Q: 3 clusters Score -907351.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -907354.687500 Penalty: 4478.055664
	Iteration 59Q: 3 clusters Score -907354.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -907355.812500 Penalty: 4478.055664
	Iteration 60F: 3 clusters Score -907355.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -907355.500000 Penalty: 4478.055664
	Iteration 61Q: 3 clusters Score -907355.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -907355.500000 Penalty: 4478.055664
	Iteration 62F: 3 clusters Score -907355.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -287640.593750 Penalty: 1945.954346
	Iteration 0F: 2 clusters Score -287640.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -284695.656250 Penalty: 3891.908691
	Iteration 0F: 3 clusters Score -284695.7 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -285300.000000 Penalty: 3891.908691
	Iteration 1F: 3 clusters Score -285300 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -285504.437500 Penalty: 3891.908691
	Iteration 2F: 3 clusters Score -285504.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -285634.500000 Penalty: 3891.908691
	Iteration 3F: 3 clusters Score -285634.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -285736.781250 Penalty: 3891.908691
	Iteration 4Q: 3 clusters Score -285736.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -285818.093750 Penalty: 3891.908691
	Iteration 5Q: 3 clusters Score -285818.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -285907.687500 Penalty: 3891.908691
	Iteration 6Q: 3 clusters Score -285907.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -285983.937500 Penalty: 3891.908691
	Iteration 7Q: 3 clusters Score -285983.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -286043.218750 Penalty: 3891.908691
	Iteration 8Q: 3 clusters Score -286043.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -286107.343750 Penalty: 3891.908691
	Iteration 9Q: 3 clusters Score -286107.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -286162.187500 Penalty: 3891.908691
	Iteration 10Q: 3 clusters Score -286162.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -286202.906250 Penalty: 3891.908691
	Iteration 11Q: 3 clusters Score -286202.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -286231.781250 Penalty: 3891.908691
	Iteration 12Q: 3 clusters Score -286231.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -286260.687500 Penalty: 3891.908691
	Iteration 13Q: 3 clusters Score -286260.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -286284.718750 Penalty: 3891.908691
	Iteration 14Q: 3 clusters Score -286284.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -286295.562500 Penalty: 3891.908691
	Iteration 15Q: 3 clusters Score -286295.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -286302.968750 Penalty: 3891.908691
	Iteration 16Q: 3 clusters Score -286303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -286310.031250 Penalty: 3891.908691
	Iteration 17Q: 3 clusters Score -286310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -286316.875000 Penalty: 3891.908691
	Iteration 18Q: 3 clusters Score -286316.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -286322.468750 Penalty: 3891.908691
	Iteration 19Q: 3 clusters Score -286322.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -286328.062500 Penalty: 3891.908691
	Iteration 20F: 3 clusters Score -286328.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -286330.625000 Penalty: 3891.908691
	Iteration 21Q: 3 clusters Score -286330.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -286332.437500 Penalty: 3891.908691
	Iteration 22Q: 3 clusters Score -286332.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -286333.531250 Penalty: 3891.908691
	Iteration 23Q: 3 clusters Score -286333.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -286334.031250 Penalty: 3891.908691
	Iteration 24Q: 3 clusters Score -286334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -286334.156250 Penalty: 3891.908691
	Iteration 25Q: 3 clusters Score -286334.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -286334.156250 Penalty: 3891.908691
	Iteration 26F: 3 clusters Score -286334.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (197492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197492 members 
Entering Unmasked Estep 
Score: -24681834.000000 Penalty: 3023.976562
	Iteration 0F: 2 clusters Score -2.468183e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98782 members 
Mstep: Class 2 contains 98710 members 
Entering Unmasked Estep 
Score: -24555098.000000 Penalty: 6047.953125
	Iteration 0F: 3 clusters Score -2.45551e+07 nChanged 95032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102576 members 
Mstep: Class 2 contains 94916 members 
Entering Unmasked Estep 
Score: -24610528.000000 Penalty: 6047.953125
	Iteration 1F: 3 clusters Score -2.461053e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105221 members 
Mstep: Class 2 contains 92271 members 
Entering Unmasked Estep 
Score: -24612260.000000 Penalty: 6047.953125
	Iteration 2Q: 3 clusters Score -2.461226e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109246 members 
Mstep: Class 2 contains 88246 members 
Entering Unmasked Estep 
Score: -24615270.000000 Penalty: 6047.953125
	Iteration 3Q: 3 clusters Score -2.461527e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115245 members 
Mstep: Class 2 contains 82247 members 
Entering Unmasked Estep 
Score: -24619290.000000 Penalty: 6047.953125
	Iteration 4Q: 3 clusters Score -2.461929e+07 nChanged 11761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123776 members 
Mstep: Class 2 contains 73716 members 
Entering Unmasked Estep 
Score: -24625548.000000 Penalty: 6047.953125
	Iteration 5F: 3 clusters Score -2.462555e+07 nChanged 13657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135139 members 
Mstep: Class 2 contains 62353 members 
Entering Unmasked Estep 
Score: -24634174.000000 Penalty: 6047.953125
	Iteration 6F: 3 clusters Score -2.463417e+07 nChanged 15062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148723 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -24645818.000000 Penalty: 6047.953125
	Iteration 7F: 3 clusters Score -2.464582e+07 nChanged 14810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162639 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -24658124.000000 Penalty: 6047.953125
	Iteration 8F: 3 clusters Score -2.465812e+07 nChanged 12573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174800 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -24667932.000000 Penalty: 6047.953125
	Iteration 9F: 3 clusters Score -2.466793e+07 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183210 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -24673856.000000 Penalty: 6047.953125
	Iteration 10Q: 3 clusters Score -2.467386e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188358 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -24677328.000000 Penalty: 6047.953125
	Iteration 11Q: 3 clusters Score -2.467733e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191341 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -24678908.000000 Penalty: 6047.953125
	Iteration 12Q: 3 clusters Score -2.467891e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193003 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -24679398.000000 Penalty: 6047.953125
	Iteration 13Q: 3 clusters Score -2.46794e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193940 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -24679774.000000 Penalty: 6047.953125
	Iteration 14Q: 3 clusters Score -2.467977e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194489 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -24680030.000000 Penalty: 6047.953125
	Iteration 15Q: 3 clusters Score -2.468003e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194832 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -24680174.000000 Penalty: 6047.953125
	Iteration 16Q: 3 clusters Score -2.468017e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195031 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -24680186.000000 Penalty: 6047.953125
	Iteration 17Q: 3 clusters Score -2.468019e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195155 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -24680218.000000 Penalty: 6047.953125
	Iteration 18Q: 3 clusters Score -2.468022e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195230 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -24680276.000000 Penalty: 6047.953125
	Iteration 19Q: 3 clusters Score -2.468028e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195283 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -24680334.000000 Penalty: 6047.953125
	Iteration 20F: 3 clusters Score -2.468033e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195316 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -24680394.000000 Penalty: 6047.953125
	Iteration 21Q: 3 clusters Score -2.468039e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195342 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -24680380.000000 Penalty: 6047.953125
	Iteration 22Q: 3 clusters Score -2.468038e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195375 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -24680384.000000 Penalty: 6047.953125
	Iteration 23Q: 3 clusters Score -2.468038e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195397 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -24680388.000000 Penalty: 6047.953125
	Iteration 24Q: 3 clusters Score -2.468039e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195419 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -24680376.000000 Penalty: 6047.953125
	Iteration 25Q: 3 clusters Score -2.468038e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195440 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -24680346.000000 Penalty: 6047.953125
	Iteration 26Q: 3 clusters Score -2.468035e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195459 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -24680336.000000 Penalty: 6047.953125
	Iteration 27Q: 3 clusters Score -2.468034e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195480 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -24680332.000000 Penalty: 6047.953125
	Iteration 28Q: 3 clusters Score -2.468033e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195514 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -24680378.000000 Penalty: 6047.953125
	Iteration 29Q: 3 clusters Score -2.468038e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195535 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -24680374.000000 Penalty: 6047.953125
	Iteration 30Q: 3 clusters Score -2.468037e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195559 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -24680382.000000 Penalty: 6047.953125
	Iteration 31Q: 3 clusters Score -2.468038e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195570 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -24680376.000000 Penalty: 6047.953125
	Iteration 32Q: 3 clusters Score -2.468038e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195577 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -24680366.000000 Penalty: 6047.953125
	Iteration 33Q: 3 clusters Score -2.468037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195583 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -24680368.000000 Penalty: 6047.953125
	Iteration 34Q: 3 clusters Score -2.468037e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195592 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -24680370.000000 Penalty: 6047.953125
	Iteration 35Q: 3 clusters Score -2.468037e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195597 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -24680352.000000 Penalty: 6047.953125
	Iteration 36Q: 3 clusters Score -2.468035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195595 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -24680360.000000 Penalty: 6047.953125
	Iteration 37Q: 3 clusters Score -2.468036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195593 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -24680370.000000 Penalty: 6047.953125
	Iteration 38Q: 3 clusters Score -2.468037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195594 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -24680374.000000 Penalty: 6047.953125
	Iteration 39Q: 3 clusters Score -2.468037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195594 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -24680374.000000 Penalty: 6047.953125
	Iteration 40F: 3 clusters Score -2.468037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Entering Unmasked Estep 
Score: -138599.500000 Penalty: 1762.641602
	Iteration 0F: 2 clusters Score -138599.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -136472.359375 Penalty: 3525.283203
	Iteration 0F: 3 clusters Score -136472.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -136859.812500 Penalty: 3525.283203
	Iteration 1F: 3 clusters Score -136859.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -137029.500000 Penalty: 3525.283203
	Iteration 2F: 3 clusters Score -137029.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -137148.125000 Penalty: 3525.283203
	Iteration 3F: 3 clusters Score -137148.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -137218.218750 Penalty: 3525.283203
	Iteration 4Q: 3 clusters Score -137218.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -137293.875000 Penalty: 3525.283203
	Iteration 5Q: 3 clusters Score -137293.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -137340.750000 Penalty: 3525.283203
	Iteration 6Q: 3 clusters Score -137340.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -137399.859375 Penalty: 3525.283203
	Iteration 7Q: 3 clusters Score -137399.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -137491.218750 Penalty: 3525.283203
	Iteration 8Q: 3 clusters Score -137491.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -137625.062500 Penalty: 3525.283203
	Iteration 9Q: 3 clusters Score -137625.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -137676.578125 Penalty: 3525.283203
	Iteration 10Q: 3 clusters Score -137676.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -137719.531250 Penalty: 3525.283203
	Iteration 11Q: 3 clusters Score -137719.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -137785.656250 Penalty: 3525.283203
	Iteration 12Q: 3 clusters Score -137785.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -137905.312500 Penalty: 3525.283203
	Iteration 13Q: 3 clusters Score -137905.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -137948.609375 Penalty: 3525.283203
	Iteration 14Q: 3 clusters Score -137948.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -137963.781250 Penalty: 3525.283203
	Iteration 15Q: 3 clusters Score -137963.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -137976.625000 Penalty: 3525.283203
	Iteration 16Q: 3 clusters Score -137976.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -137979.625000 Penalty: 3525.283203
	Iteration 17Q: 3 clusters Score -137979.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -137982.156250 Penalty: 3525.283203
	Iteration 18Q: 3 clusters Score -137982.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -137984.390625 Penalty: 3525.283203
	Iteration 19Q: 3 clusters Score -137984.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -137985.218750 Penalty: 3525.283203
	Iteration 20F: 3 clusters Score -137985.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -137987.703125 Penalty: 3525.283203
	Iteration 21Q: 3 clusters Score -137987.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -137990.093750 Penalty: 3525.283203
	Iteration 22Q: 3 clusters Score -137990.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -137992.468750 Penalty: 3525.283203
	Iteration 23Q: 3 clusters Score -137992.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -137993.703125 Penalty: 3525.283203
	Iteration 24Q: 3 clusters Score -137993.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -137993.703125 Penalty: 3525.283203
	Iteration 25F: 3 clusters Score -137993.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Entering Unmasked Estep 
Score: -5187956.000000 Penalty: 2637.590820
	Iteration 0F: 2 clusters Score -5187956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -5159751.000000 Penalty: 5275.181641
	Iteration 0F: 3 clusters Score -5159751 nChanged 19162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -5170302.500000 Penalty: 5275.181641
	Iteration 1F: 3 clusters Score -5170302 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -5170915.500000 Penalty: 5275.181641
	Iteration 2Q: 3 clusters Score -5170916 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -5171499.500000 Penalty: 5275.181641
	Iteration 3Q: 3 clusters Score -5171500 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -5172257.000000 Penalty: 5275.181641
	Iteration 4Q: 3 clusters Score -5172257 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -5173229.000000 Penalty: 5275.181641
	Iteration 5Q: 3 clusters Score -5173229 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -5174604.500000 Penalty: 5275.181641
	Iteration 6F: 3 clusters Score -5174604 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -5176446.500000 Penalty: 5275.181641
	Iteration 7F: 3 clusters Score -5176446 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -5178865.500000 Penalty: 5275.181641
	Iteration 8F: 3 clusters Score -5178866 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -5181268.000000 Penalty: 5275.181641
	Iteration 9F: 3 clusters Score -5181268 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -5183308.000000 Penalty: 5275.181641
	Iteration 10F: 3 clusters Score -5183308 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -5184553.000000 Penalty: 5275.181641
	Iteration 11Q: 3 clusters Score -5184553 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -5185165.500000 Penalty: 5275.181641
	Iteration 12Q: 3 clusters Score -5185166 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -5185444.500000 Penalty: 5275.181641
	Iteration 13Q: 3 clusters Score -5185444 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -5185596.500000 Penalty: 5275.181641
	Iteration 14Q: 3 clusters Score -5185596 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -5185674.500000 Penalty: 5275.181641
	Iteration 15Q: 3 clusters Score -5185674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -5185712.500000 Penalty: 5275.181641
	Iteration 16Q: 3 clusters Score -5185712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -5185745.500000 Penalty: 5275.181641
	Iteration 17Q: 3 clusters Score -5185746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -5185775.000000 Penalty: 5275.181641
	Iteration 18Q: 3 clusters Score -5185775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -5185788.500000 Penalty: 5275.181641
	Iteration 19Q: 3 clusters Score -5185788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -5185798.500000 Penalty: 5275.181641
	Iteration 20F: 3 clusters Score -5185798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -5185808.500000 Penalty: 5275.181641
	Iteration 21Q: 3 clusters Score -5185808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -5185818.000000 Penalty: 5275.181641
	Iteration 22Q: 3 clusters Score -5185818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -5185820.000000 Penalty: 5275.181641
	Iteration 23Q: 3 clusters Score -5185820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -5185828.500000 Penalty: 5275.181641
	Iteration 24Q: 3 clusters Score -5185828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -5185832.000000 Penalty: 5275.181641
	Iteration 25Q: 3 clusters Score -5185832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -5185831.500000 Penalty: 5275.181641
	Iteration 26Q: 3 clusters Score -5185832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -5185833.500000 Penalty: 5275.181641
	Iteration 27Q: 3 clusters Score -5185834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -5185842.000000 Penalty: 5275.181641
	Iteration 28Q: 3 clusters Score -5185842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -5185849.000000 Penalty: 5275.181641
	Iteration 29Q: 3 clusters Score -5185849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -5185853.000000 Penalty: 5275.181641
	Iteration 30Q: 3 clusters Score -5185853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -5185851.000000 Penalty: 5275.181641
	Iteration 31Q: 3 clusters Score -5185851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -5185851.000000 Penalty: 5275.181641
	Iteration 32F: 3 clusters Score -5185851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (277960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277960 members 
Entering Unmasked Estep 
Score: -34464256.000000 Penalty: 3108.737793
	Iteration 0F: 2 clusters Score -3.446426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139042 members 
Mstep: Class 2 contains 138918 members 
Entering Unmasked Estep 
Score: -34292164.000000 Penalty: 6217.475586
	Iteration 0F: 3 clusters Score -3.429216e+07 nChanged 134445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141799 members 
Mstep: Class 2 contains 136161 members 
Entering Unmasked Estep 
Score: -34370620.000000 Penalty: 6217.475586
	Iteration 1F: 3 clusters Score -3.437062e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142770 members 
Mstep: Class 2 contains 135190 members 
Entering Unmasked Estep 
Score: -34371912.000000 Penalty: 6217.475586
	Iteration 2Q: 3 clusters Score -3.437191e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144226 members 
Mstep: Class 2 contains 133734 members 
Entering Unmasked Estep 
Score: -34373276.000000 Penalty: 6217.475586
	Iteration 3Q: 3 clusters Score -3.437328e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146387 members 
Mstep: Class 2 contains 131573 members 
Entering Unmasked Estep 
Score: -34375064.000000 Penalty: 6217.475586
	Iteration 4Q: 3 clusters Score -3.437506e+07 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149487 members 
Mstep: Class 2 contains 128473 members 
Entering Unmasked Estep 
Score: -34378300.000000 Penalty: 6217.475586
	Iteration 5Q: 3 clusters Score -3.43783e+07 nChanged 10903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153730 members 
Mstep: Class 2 contains 124230 members 
Entering Unmasked Estep 
Score: -34383476.000000 Penalty: 6217.475586
	Iteration 6Q: 3 clusters Score -3.438348e+07 nChanged 13181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158581 members 
Mstep: Class 2 contains 119379 members 
Entering Unmasked Estep 
Score: -34391216.000000 Penalty: 6217.475586
	Iteration 7Q: 3 clusters Score -3.439122e+07 nChanged 15516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163687 members 
Mstep: Class 2 contains 114273 members 
Entering Unmasked Estep 
Score: -34402800.000000 Penalty: 6217.475586
	Iteration 8F: 3 clusters Score -3.44028e+07 nChanged 18015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167480 members 
Mstep: Class 2 contains 110480 members 
Entering Unmasked Estep 
Score: -34417140.000000 Penalty: 6217.475586
	Iteration 9F: 3 clusters Score -3.441714e+07 nChanged 18299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168843 members 
Mstep: Class 2 contains 109117 members 
Entering Unmasked Estep 
Score: -34430332.000000 Penalty: 6217.475586
	Iteration 10F: 3 clusters Score -3.443033e+07 nChanged 15101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168598 members 
Mstep: Class 2 contains 109362 members 
Entering Unmasked Estep 
Score: -34437704.000000 Penalty: 6217.475586
	Iteration 11F: 3 clusters Score -3.44377e+07 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167811 members 
Mstep: Class 2 contains 110149 members 
Entering Unmasked Estep 
Score: -34441232.000000 Penalty: 6217.475586
	Iteration 12Q: 3 clusters Score -3.444123e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166758 members 
Mstep: Class 2 contains 111202 members 
Entering Unmasked Estep 
Score: -34442956.000000 Penalty: 6217.475586
	Iteration 13Q: 3 clusters Score -3.444296e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165522 members 
Mstep: Class 2 contains 112438 members 
Entering Unmasked Estep 
Score: -34444320.000000 Penalty: 6217.475586
	Iteration 14Q: 3 clusters Score -3.444432e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164211 members 
Mstep: Class 2 contains 113749 members 
Entering Unmasked Estep 
Score: -34445104.000000 Penalty: 6217.475586
	Iteration 15Q: 3 clusters Score -3.44451e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162744 members 
Mstep: Class 2 contains 115216 members 
Entering Unmasked Estep 
Score: -34446264.000000 Penalty: 6217.475586
	Iteration 16Q: 3 clusters Score -3.444626e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160859 members 
Mstep: Class 2 contains 117101 members 
Entering Unmasked Estep 
Score: -34447596.000000 Penalty: 6217.475586
	Iteration 17Q: 3 clusters Score -3.44476e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158881 members 
Mstep: Class 2 contains 119079 members 
Entering Unmasked Estep 
Score: -34449028.000000 Penalty: 6217.475586
	Iteration 18Q: 3 clusters Score -3.444903e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156648 members 
Mstep: Class 2 contains 121312 members 
Entering Unmasked Estep 
Score: -34450400.000000 Penalty: 6217.475586
	Iteration 19Q: 3 clusters Score -3.44504e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154216 members 
Mstep: Class 2 contains 123744 members 
Entering Unmasked Estep 
Score: -34451660.000000 Penalty: 6217.475586
	Iteration 20F: 3 clusters Score -3.445166e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151652 members 
Mstep: Class 2 contains 126308 members 
Entering Unmasked Estep 
Score: -34452828.000000 Penalty: 6217.475586
	Iteration 21Q: 3 clusters Score -3.445283e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149124 members 
Mstep: Class 2 contains 128836 members 
Entering Unmasked Estep 
Score: -34454248.000000 Penalty: 6217.475586
	Iteration 22Q: 3 clusters Score -3.445425e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146539 members 
Mstep: Class 2 contains 131421 members 
Entering Unmasked Estep 
Score: -34455700.000000 Penalty: 6217.475586
	Iteration 23Q: 3 clusters Score -3.44557e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143885 members 
Mstep: Class 2 contains 134075 members 
Entering Unmasked Estep 
Score: -34457132.000000 Penalty: 6217.475586
	Iteration 24Q: 3 clusters Score -3.445713e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141374 members 
Mstep: Class 2 contains 136586 members 
Entering Unmasked Estep 
Score: -34458556.000000 Penalty: 6217.475586
	Iteration 25Q: 3 clusters Score -3.445856e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138959 members 
Mstep: Class 2 contains 139001 members 
Entering Unmasked Estep 
Score: -34459588.000000 Penalty: 6217.475586
	Iteration 26Q: 3 clusters Score -3.445959e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136827 members 
Mstep: Class 2 contains 141133 members 
Entering Unmasked Estep 
Score: -34460184.000000 Penalty: 6217.475586
	Iteration 27Q: 3 clusters Score -3.446018e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134882 members 
Mstep: Class 2 contains 143078 members 
Entering Unmasked Estep 
Score: -34460544.000000 Penalty: 6217.475586
	Iteration 28Q: 3 clusters Score -3.446054e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133088 members 
Mstep: Class 2 contains 144872 members 
Entering Unmasked Estep 
Score: -34460660.000000 Penalty: 6217.475586
	Iteration 29Q: 3 clusters Score -3.446066e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131347 members 
Mstep: Class 2 contains 146613 members 
Entering Unmasked Estep 
Score: -34460832.000000 Penalty: 6217.475586
	Iteration 30Q: 3 clusters Score -3.446083e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129684 members 
Mstep: Class 2 contains 148276 members 
Entering Unmasked Estep 
Score: -34461024.000000 Penalty: 6217.475586
	Iteration 31Q: 3 clusters Score -3.446102e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127971 members 
Mstep: Class 2 contains 149989 members 
Entering Unmasked Estep 
Score: -34461140.000000 Penalty: 6217.475586
	Iteration 32Q: 3 clusters Score -3.446114e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126284 members 
Mstep: Class 2 contains 151676 members 
Entering Unmasked Estep 
Score: -34461304.000000 Penalty: 6217.475586
	Iteration 33Q: 3 clusters Score -3.44613e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124599 members 
Mstep: Class 2 contains 153361 members 
Entering Unmasked Estep 
Score: -34461420.000000 Penalty: 6217.475586
	Iteration 34Q: 3 clusters Score -3.446142e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122809 members 
Mstep: Class 2 contains 155151 members 
Entering Unmasked Estep 
Score: -34461428.000000 Penalty: 6217.475586
	Iteration 35Q: 3 clusters Score -3.446143e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120943 members 
Mstep: Class 2 contains 157017 members 
Entering Unmasked Estep 
Score: -34461540.000000 Penalty: 6217.475586
	Iteration 36Q: 3 clusters Score -3.446154e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118935 members 
Mstep: Class 2 contains 159025 members 
Entering Unmasked Estep 
Score: -34461784.000000 Penalty: 6217.475586
	Iteration 37Q: 3 clusters Score -3.446178e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116803 members 
Mstep: Class 2 contains 161157 members 
Entering Unmasked Estep 
Score: -34461824.000000 Penalty: 6217.475586
	Iteration 38Q: 3 clusters Score -3.446182e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114516 members 
Mstep: Class 2 contains 163444 members 
Entering Unmasked Estep 
Score: -34461940.000000 Penalty: 6217.475586
	Iteration 39Q: 3 clusters Score -3.446194e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112043 members 
Mstep: Class 2 contains 165917 members 
Entering Unmasked Estep 
Score: -34462240.000000 Penalty: 6217.475586
	Iteration 40F: 3 clusters Score -3.446224e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109230 members 
Mstep: Class 2 contains 168730 members 
Entering Unmasked Estep 
Score: -34462276.000000 Penalty: 6217.475586
	Iteration 41Q: 3 clusters Score -3.446228e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105824 members 
Mstep: Class 2 contains 172136 members 
Entering Unmasked Estep 
Score: -34462328.000000 Penalty: 6217.475586
	Iteration 42Q: 3 clusters Score -3.446233e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101668 members 
Mstep: Class 2 contains 176292 members 
Entering Unmasked Estep 
Score: -34461976.000000 Penalty: 6217.475586
	Iteration 43Q: 3 clusters Score -3.446198e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96831 members 
Mstep: Class 2 contains 181129 members 
Entering Unmasked Estep 
Score: -34461940.000000 Penalty: 6217.475586
	Iteration 44Q: 3 clusters Score -3.446194e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91277 members 
Mstep: Class 2 contains 186683 members 
Entering Unmasked Estep 
Score: -34462232.000000 Penalty: 6217.475586
	Iteration 45Q: 3 clusters Score -3.446223e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84974 members 
Mstep: Class 2 contains 192986 members 
Entering Unmasked Estep 
Score: -34462432.000000 Penalty: 6217.475586
	Iteration 46Q: 3 clusters Score -3.446243e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77972 members 
Mstep: Class 2 contains 199988 members 
Entering Unmasked Estep 
Score: -34462420.000000 Penalty: 6217.475586
	Iteration 47Q: 3 clusters Score -3.446242e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70293 members 
Mstep: Class 2 contains 207667 members 
Entering Unmasked Estep 
Score: -34462480.000000 Penalty: 6217.475586
	Iteration 48Q: 3 clusters Score -3.446248e+07 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62037 members 
Mstep: Class 2 contains 215923 members 
Entering Unmasked Estep 
Score: -34462692.000000 Penalty: 6217.475586
	Iteration 49Q: 3 clusters Score -3.446269e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 224481 members 
Entering Unmasked Estep 
Score: -34462472.000000 Penalty: 6217.475586
	Iteration 50Q: 3 clusters Score -3.446247e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 232887 members 
Entering Unmasked Estep 
Score: -34462168.000000 Penalty: 6217.475586
	Iteration 51Q: 3 clusters Score -3.446217e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 239599 members 
Entering Unmasked Estep 
Score: -34460544.000000 Penalty: 6217.475586
	Iteration 52Q: 3 clusters Score -3.446054e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 243117 members 
Entering Unmasked Estep 
Score: -34459636.000000 Penalty: 6217.475586
	Iteration 53Q: 3 clusters Score -3.445964e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 244435 members 
Entering Unmasked Estep 
Score: -34459112.000000 Penalty: 6217.475586
	Iteration 54Q: 3 clusters Score -3.445911e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 244811 members 
Entering Unmasked Estep 
Score: -34459004.000000 Penalty: 6217.475586
	Iteration 55Q: 3 clusters Score -3.4459e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 244908 members 
Entering Unmasked Estep 
Score: -34458940.000000 Penalty: 6217.475586
	Iteration 56Q: 3 clusters Score -3.445894e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 244939 members 
Entering Unmasked Estep 
Score: -34458968.000000 Penalty: 6217.475586
	Iteration 57Q: 3 clusters Score -3.445897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 244950 members 
Entering Unmasked Estep 
Score: -34458940.000000 Penalty: 6217.475586
	Iteration 58Q: 3 clusters Score -3.445894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 244953 members 
Entering Unmasked Estep 
Score: -34458952.000000 Penalty: 6217.475586
	Iteration 59Q: 3 clusters Score -3.445895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 244953 members 
Entering Unmasked Estep 
Score: -34462852.000000 Penalty: 6217.475586
	Iteration 60F: 3 clusters Score -3.446285e+07 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 252776 members 
Entering Unmasked Estep 
Score: -34463208.000000 Penalty: 6217.475586
	Iteration 61Q: 3 clusters Score -3.446321e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 259261 members 
Entering Unmasked Estep 
Score: -34463892.000000 Penalty: 6217.475586
	Iteration 62Q: 3 clusters Score -3.446389e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 264175 members 
Entering Unmasked Estep 
Score: -34464248.000000 Penalty: 6217.475586
	Iteration 63Q: 3 clusters Score -3.446425e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 267778 members 
Entering Unmasked Estep 
Score: -34463900.000000 Penalty: 6217.475586
	Iteration 64Q: 3 clusters Score -3.44639e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 270395 members 
Entering Unmasked Estep 
Score: -34463732.000000 Penalty: 6217.475586
	Iteration 65Q: 3 clusters Score -3.446373e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 272270 members 
Entering Unmasked Estep 
Score: -34463500.000000 Penalty: 6217.475586
	Iteration 66Q: 3 clusters Score -3.44635e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 273609 members 
Entering Unmasked Estep 
Score: -34463252.000000 Penalty: 6217.475586
	Iteration 67Q: 3 clusters Score -3.446325e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 274549 members 
Entering Unmasked Estep 
Score: -34463128.000000 Penalty: 6217.475586
	Iteration 68Q: 3 clusters Score -3.446313e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 275246 members 
Entering Unmasked Estep 
Score: -34463004.000000 Penalty: 6217.475586
	Iteration 69Q: 3 clusters Score -3.4463e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 275713 members 
Entering Unmasked Estep 
Score: -34462940.000000 Penalty: 6217.475586
	Iteration 70Q: 3 clusters Score -3.446294e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 276034 members 
Entering Unmasked Estep 
Score: -34462976.000000 Penalty: 6217.475586
	Iteration 71Q: 3 clusters Score -3.446298e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 276270 members 
Entering Unmasked Estep 
Score: -34462856.000000 Penalty: 6217.475586
	Iteration 72Q: 3 clusters Score -3.446286e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 276440 members 
Entering Unmasked Estep 
Score: -34462768.000000 Penalty: 6217.475586
	Iteration 73Q: 3 clusters Score -3.446277e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 276553 members 
Entering Unmasked Estep 
Score: -34462676.000000 Penalty: 6217.475586
	Iteration 74Q: 3 clusters Score -3.446268e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 276639 members 
Entering Unmasked Estep 
Score: -34462636.000000 Penalty: 6217.475586
	Iteration 75Q: 3 clusters Score -3.446264e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 276699 members 
Entering Unmasked Estep 
Score: -34462572.000000 Penalty: 6217.475586
	Iteration 76Q: 3 clusters Score -3.446257e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 276757 members 
Entering Unmasked Estep 
Score: -34462556.000000 Penalty: 6217.475586
	Iteration 77Q: 3 clusters Score -3.446256e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 276806 members 
Entering Unmasked Estep 
Score: -34462464.000000 Penalty: 6217.475586
	Iteration 78Q: 3 clusters Score -3.446246e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 276848 members 
Entering Unmasked Estep 
Score: -34462524.000000 Penalty: 6217.475586
	Iteration 79Q: 3 clusters Score -3.446252e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 276883 members 
Entering Unmasked Estep 
Score: -34462516.000000 Penalty: 6217.475586
	Iteration 80F: 3 clusters Score -3.446252e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 276897 members 
Entering Unmasked Estep 
Score: -34462512.000000 Penalty: 6217.475586
	Iteration 81Q: 3 clusters Score -3.446251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 276910 members 
Entering Unmasked Estep 
Score: -34462484.000000 Penalty: 6217.475586
	Iteration 82Q: 3 clusters Score -3.446248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 276923 members 
Entering Unmasked Estep 
Score: -34462508.000000 Penalty: 6217.475586
	Iteration 83Q: 3 clusters Score -3.446251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 276938 members 
Entering Unmasked Estep 
Score: -34462480.000000 Penalty: 6217.475586
	Iteration 84Q: 3 clusters Score -3.446248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 276954 members 
Entering Unmasked Estep 
Score: -34462460.000000 Penalty: 6217.475586
	Iteration 85Q: 3 clusters Score -3.446246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 276965 members 
Entering Unmasked Estep 
Score: -34462476.000000 Penalty: 6217.475586
	Iteration 86Q: 3 clusters Score -3.446248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 276972 members 
Entering Unmasked Estep 
Score: -34462480.000000 Penalty: 6217.475586
	Iteration 87Q: 3 clusters Score -3.446248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 276978 members 
Entering Unmasked Estep 
Score: -34462436.000000 Penalty: 6217.475586
	Iteration 88Q: 3 clusters Score -3.446244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 276983 members 
Entering Unmasked Estep 
Score: -34462472.000000 Penalty: 6217.475586
	Iteration 89Q: 3 clusters Score -3.446247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 276988 members 
Entering Unmasked Estep 
Score: -34462456.000000 Penalty: 6217.475586
	Iteration 90Q: 3 clusters Score -3.446246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 276994 members 
Entering Unmasked Estep 
Score: -34462460.000000 Penalty: 6217.475586
	Iteration 91Q: 3 clusters Score -3.446246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 276997 members 
Entering Unmasked Estep 
Score: -34462456.000000 Penalty: 6217.475586
	Iteration 92Q: 3 clusters Score -3.446246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 277000 members 
Entering Unmasked Estep 
Score: -34462452.000000 Penalty: 6217.475586
	Iteration 93Q: 3 clusters Score -3.446245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 277005 members 
Entering Unmasked Estep 
Score: -34462476.000000 Penalty: 6217.475586
	Iteration 94Q: 3 clusters Score -3.446248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 277007 members 
Entering Unmasked Estep 
Score: -34462452.000000 Penalty: 6217.475586
	Iteration 95Q: 3 clusters Score -3.446245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 277007 members 
Entering Unmasked Estep 
Score: -34462452.000000 Penalty: 6217.475586
	Iteration 96F: 3 clusters Score -3.446245e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Entering Unmasked Estep 
Score: -7497710.000000 Penalty: 2727.231934
	Iteration 0F: 2 clusters Score -7497710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -7457647.500000 Penalty: 5454.463867
	Iteration 0F: 3 clusters Score -7457648 nChanged 27775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -7473608.500000 Penalty: 5454.463867
	Iteration 1F: 3 clusters Score -7473608 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -7474764.500000 Penalty: 5454.463867
	Iteration 2Q: 3 clusters Score -7474764 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -7476276.500000 Penalty: 5454.463867
	Iteration 3F: 3 clusters Score -7476276 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -7478646.500000 Penalty: 5454.463867
	Iteration 4F: 3 clusters Score -7478646 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -7482213.000000 Penalty: 5454.463867
	Iteration 5F: 3 clusters Score -7482213 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -7486684.500000 Penalty: 5454.463867
	Iteration 6F: 3 clusters Score -7486684 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54996 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -7490954.500000 Penalty: 5454.463867
	Iteration 7F: 3 clusters Score -7490954 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57593 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -7493427.500000 Penalty: 5454.463867
	Iteration 8Q: 3 clusters Score -7493428 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58778 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7494541.000000 Penalty: 5454.463867
	Iteration 9Q: 3 clusters Score -7494541 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7494906.000000 Penalty: 5454.463867
	Iteration 10Q: 3 clusters Score -7494906 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7495063.500000 Penalty: 5454.463867
	Iteration 11Q: 3 clusters Score -7495064 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7495146.500000 Penalty: 5454.463867
	Iteration 12Q: 3 clusters Score -7495146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7495191.000000 Penalty: 5454.463867
	Iteration 13Q: 3 clusters Score -7495191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7495217.000000 Penalty: 5454.463867
	Iteration 14Q: 3 clusters Score -7495217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59412 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7495229.000000 Penalty: 5454.463867
	Iteration 15Q: 3 clusters Score -7495229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7495234.500000 Penalty: 5454.463867
	Iteration 16Q: 3 clusters Score -7495234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59421 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7495251.500000 Penalty: 5454.463867
	Iteration 17Q: 3 clusters Score -7495252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7495249.500000 Penalty: 5454.463867
	Iteration 18Q: 3 clusters Score -7495250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7495251.500000 Penalty: 5454.463867
	Iteration 19Q: 3 clusters Score -7495252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7495257.000000 Penalty: 5454.463867
	Iteration 20F: 3 clusters Score -7495257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59428 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7495264.000000 Penalty: 5454.463867
	Iteration 21Q: 3 clusters Score -7495264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59429 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7495266.000000 Penalty: 5454.463867
	Iteration 22Q: 3 clusters Score -7495266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7495267.000000 Penalty: 5454.463867
	Iteration 23Q: 3 clusters Score -7495267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7495268.500000 Penalty: 5454.463867
	Iteration 24Q: 3 clusters Score -7495268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59436 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7495277.500000 Penalty: 5454.463867
	Iteration 25Q: 3 clusters Score -7495278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7495287.500000 Penalty: 5454.463867
	Iteration 26Q: 3 clusters Score -7495288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7495293.000000 Penalty: 5454.463867
	Iteration 27Q: 3 clusters Score -7495293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7495302.000000 Penalty: 5454.463867
	Iteration 28Q: 3 clusters Score -7495302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7495299.500000 Penalty: 5454.463867
	Iteration 29Q: 3 clusters Score -7495300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7495300.000000 Penalty: 5454.463867
	Iteration 30Q: 3 clusters Score -7495300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59445 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7495305.000000 Penalty: 5454.463867
	Iteration 31Q: 3 clusters Score -7495305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7495306.000000 Penalty: 5454.463867
	Iteration 32Q: 3 clusters Score -7495306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7495306.500000 Penalty: 5454.463867
	Iteration 33Q: 3 clusters Score -7495306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7495306.500000 Penalty: 5454.463867
	Iteration 34F: 3 clusters Score -7495306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (294948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294948 members 
Entering Unmasked Estep 
Score: -36581432.000000 Penalty: 3123.449463
	Iteration 0F: 2 clusters Score -3.658143e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147812 members 
Mstep: Class 2 contains 147136 members 
Entering Unmasked Estep 
Score: -36399120.000000 Penalty: 6246.898926
	Iteration 0F: 3 clusters Score -3.639912e+07 nChanged 142680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156196 members 
Mstep: Class 2 contains 138752 members 
Entering Unmasked Estep 
Score: -36486716.000000 Penalty: 6246.898926
	Iteration 1F: 3 clusters Score -3.648672e+07 nChanged 13328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162868 members 
Mstep: Class 2 contains 132080 members 
Entering Unmasked Estep 
Score: -36492740.000000 Penalty: 6246.898926
	Iteration 2Q: 3 clusters Score -3.649274e+07 nChanged 17912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173854 members 
Mstep: Class 2 contains 121094 members 
Entering Unmasked Estep 
Score: -36503004.000000 Penalty: 6246.898926
	Iteration 3F: 3 clusters Score -3.6503e+07 nChanged 22406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190008 members 
Mstep: Class 2 contains 104940 members 
Entering Unmasked Estep 
Score: -36518356.000000 Penalty: 6246.898926
	Iteration 4F: 3 clusters Score -3.651836e+07 nChanged 24442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209944 members 
Mstep: Class 2 contains 85004 members 
Entering Unmasked Estep 
Score: -36538156.000000 Penalty: 6246.898926
	Iteration 5F: 3 clusters Score -3.653816e+07 nChanged 22475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229601 members 
Mstep: Class 2 contains 65347 members 
Entering Unmasked Estep 
Score: -36558104.000000 Penalty: 6246.898926
	Iteration 6F: 3 clusters Score -3.65581e+07 nChanged 16481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244050 members 
Mstep: Class 2 contains 50898 members 
Entering Unmasked Estep 
Score: -36572364.000000 Penalty: 6246.898926
	Iteration 7F: 3 clusters Score -3.657236e+07 nChanged 10274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253158 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -36578692.000000 Penalty: 6246.898926
	Iteration 8Q: 3 clusters Score -3.657869e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260273 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -36581396.000000 Penalty: 6246.898926
	Iteration 9Q: 3 clusters Score -3.65814e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266544 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -36582288.000000 Penalty: 6246.898926
	Iteration 10Q: 3 clusters Score -3.658229e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272154 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -36582696.000000 Penalty: 6246.898926
	Iteration 11Q: 3 clusters Score -3.65827e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277136 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -36582968.000000 Penalty: 6246.898926
	Iteration 12Q: 3 clusters Score -3.658297e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281203 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -36582768.000000 Penalty: 6246.898926
	Iteration 13Q: 3 clusters Score -3.658277e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284344 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -36582232.000000 Penalty: 6246.898926
	Iteration 14Q: 3 clusters Score -3.658223e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286735 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -36581840.000000 Penalty: 6246.898926
	Iteration 15Q: 3 clusters Score -3.658184e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288613 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -36581468.000000 Penalty: 6246.898926
	Iteration 16Q: 3 clusters Score -3.658147e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289980 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -36581252.000000 Penalty: 6246.898926
	Iteration 17Q: 3 clusters Score -3.658125e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291000 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -36580924.000000 Penalty: 6246.898926
	Iteration 18Q: 3 clusters Score -3.658092e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291715 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -36580680.000000 Penalty: 6246.898926
	Iteration 19Q: 3 clusters Score -3.658068e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292257 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -36580444.000000 Penalty: 6246.898926
	Iteration 20F: 3 clusters Score -3.658044e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292710 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -36580392.000000 Penalty: 6246.898926
	Iteration 21Q: 3 clusters Score -3.658039e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293023 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -36580368.000000 Penalty: 6246.898926
	Iteration 22Q: 3 clusters Score -3.658037e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293258 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -36580276.000000 Penalty: 6246.898926
	Iteration 23Q: 3 clusters Score -3.658028e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293424 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -36580208.000000 Penalty: 6246.898926
	Iteration 24Q: 3 clusters Score -3.658021e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293543 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -36580220.000000 Penalty: 6246.898926
	Iteration 25Q: 3 clusters Score -3.658022e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293647 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -36580204.000000 Penalty: 6246.898926
	Iteration 26Q: 3 clusters Score -3.65802e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293727 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -36580076.000000 Penalty: 6246.898926
	Iteration 27Q: 3 clusters Score -3.658008e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293787 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -36580024.000000 Penalty: 6246.898926
	Iteration 28Q: 3 clusters Score -3.658002e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293831 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -36579996.000000 Penalty: 6246.898926
	Iteration 29Q: 3 clusters Score -3.658e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293866 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -36580008.000000 Penalty: 6246.898926
	Iteration 30Q: 3 clusters Score -3.658001e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293894 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -36579904.000000 Penalty: 6246.898926
	Iteration 31Q: 3 clusters Score -3.65799e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293918 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -36579948.000000 Penalty: 6246.898926
	Iteration 32Q: 3 clusters Score -3.657995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293935 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -36579924.000000 Penalty: 6246.898926
	Iteration 33Q: 3 clusters Score -3.657992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293945 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -36579928.000000 Penalty: 6246.898926
	Iteration 34Q: 3 clusters Score -3.657993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293952 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -36579928.000000 Penalty: 6246.898926
	Iteration 35Q: 3 clusters Score -3.657993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293957 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -36579908.000000 Penalty: 6246.898926
	Iteration 36Q: 3 clusters Score -3.657991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293958 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -36579892.000000 Penalty: 6246.898926
	Iteration 37Q: 3 clusters Score -3.657989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293959 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -36579916.000000 Penalty: 6246.898926
	Iteration 38Q: 3 clusters Score -3.657992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293960 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -36579904.000000 Penalty: 6246.898926
	Iteration 39Q: 3 clusters Score -3.65799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293962 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -36579916.000000 Penalty: 6246.898926
	Iteration 40F: 3 clusters Score -3.657992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293963 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -36579908.000000 Penalty: 6246.898926
	Iteration 41Q: 3 clusters Score -3.657991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293963 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -36579908.000000 Penalty: 6246.898926
	Iteration 42F: 3 clusters Score -3.657991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Entering Unmasked Estep 
Score: -1240479.375000 Penalty: 2293.915039
	Iteration 0F: 2 clusters Score -1240479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1232558.500000 Penalty: 4587.830078
	Iteration 0F: 3 clusters Score -1232558 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1234867.250000 Penalty: 4587.830078
	Iteration 1F: 3 clusters Score -1234867 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1235291.500000 Penalty: 4587.830078
	Iteration 2F: 3 clusters Score -1235292 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1235660.250000 Penalty: 4587.830078
	Iteration 3F: 3 clusters Score -1235660 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1236004.750000 Penalty: 4587.830078
	Iteration 4F: 3 clusters Score -1236005 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1236286.500000 Penalty: 4587.830078
	Iteration 5F: 3 clusters Score -1236286 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1236564.625000 Penalty: 4587.830078
	Iteration 6Q: 3 clusters Score -1236565 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1236834.750000 Penalty: 4587.830078
	Iteration 7Q: 3 clusters Score -1236835 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1237102.125000 Penalty: 4587.830078
	Iteration 8Q: 3 clusters Score -1237102 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1237338.125000 Penalty: 4587.830078
	Iteration 9Q: 3 clusters Score -1237338 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1237542.875000 Penalty: 4587.830078
	Iteration 10Q: 3 clusters Score -1237543 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1237719.125000 Penalty: 4587.830078
	Iteration 11Q: 3 clusters Score -1237719 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1237865.875000 Penalty: 4587.830078
	Iteration 12Q: 3 clusters Score -1237866 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1237998.750000 Penalty: 4587.830078
	Iteration 13Q: 3 clusters Score -1237999 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1238142.250000 Penalty: 4587.830078
	Iteration 14Q: 3 clusters Score -1238142 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1238268.500000 Penalty: 4587.830078
	Iteration 15Q: 3 clusters Score -1238268 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1238406.875000 Penalty: 4587.830078
	Iteration 16Q: 3 clusters Score -1238407 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1238529.250000 Penalty: 4587.830078
	Iteration 17Q: 3 clusters Score -1238529 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1238616.375000 Penalty: 4587.830078
	Iteration 18Q: 3 clusters Score -1238616 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1238694.000000 Penalty: 4587.830078
	Iteration 19Q: 3 clusters Score -1238694 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1238740.500000 Penalty: 4587.830078
	Iteration 20F: 3 clusters Score -1238740 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1238779.375000 Penalty: 4587.830078
	Iteration 21Q: 3 clusters Score -1238779 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1238813.500000 Penalty: 4587.830078
	Iteration 22Q: 3 clusters Score -1238814 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1238844.375000 Penalty: 4587.830078
	Iteration 23Q: 3 clusters Score -1238844 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1238871.625000 Penalty: 4587.830078
	Iteration 24Q: 3 clusters Score -1238872 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1238887.000000 Penalty: 4587.830078
	Iteration 25Q: 3 clusters Score -1238887 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1238904.625000 Penalty: 4587.830078
	Iteration 26Q: 3 clusters Score -1238905 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1238921.125000 Penalty: 4587.830078
	Iteration 27Q: 3 clusters Score -1238921 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1238931.500000 Penalty: 4587.830078
	Iteration 28Q: 3 clusters Score -1238932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1238939.375000 Penalty: 4587.830078
	Iteration 29Q: 3 clusters Score -1238939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1238944.000000 Penalty: 4587.830078
	Iteration 30Q: 3 clusters Score -1238944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1238946.250000 Penalty: 4587.830078
	Iteration 31Q: 3 clusters Score -1238946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1238949.500000 Penalty: 4587.830078
	Iteration 32Q: 3 clusters Score -1238950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1238953.625000 Penalty: 4587.830078
	Iteration 33Q: 3 clusters Score -1238954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1238956.500000 Penalty: 4587.830078
	Iteration 34Q: 3 clusters Score -1238956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1238958.375000 Penalty: 4587.830078
	Iteration 35Q: 3 clusters Score -1238958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1238957.250000 Penalty: 4587.830078
	Iteration 36Q: 3 clusters Score -1238957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1238961.625000 Penalty: 4587.830078
	Iteration 37Q: 3 clusters Score -1238962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1238961.125000 Penalty: 4587.830078
	Iteration 38Q: 3 clusters Score -1238961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1238964.000000 Penalty: 4587.830078
	Iteration 39Q: 3 clusters Score -1238964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1238962.625000 Penalty: 4587.830078
	Iteration 40F: 3 clusters Score -1238963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1238965.125000 Penalty: 4587.830078
	Iteration 41Q: 3 clusters Score -1238965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1238966.500000 Penalty: 4587.830078
	Iteration 42Q: 3 clusters Score -1238966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1238970.750000 Penalty: 4587.830078
	Iteration 43Q: 3 clusters Score -1238971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1238972.750000 Penalty: 4587.830078
	Iteration 44Q: 3 clusters Score -1238973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1238975.125000 Penalty: 4587.830078
	Iteration 45Q: 3 clusters Score -1238975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1238977.000000 Penalty: 4587.830078
	Iteration 46Q: 3 clusters Score -1238977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1238979.250000 Penalty: 4587.830078
	Iteration 47Q: 3 clusters Score -1238979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1238987.750000 Penalty: 4587.830078
	Iteration 48Q: 3 clusters Score -1238988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1238990.875000 Penalty: 4587.830078
	Iteration 49Q: 3 clusters Score -1238991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1238994.750000 Penalty: 4587.830078
	Iteration 50Q: 3 clusters Score -1238995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1238995.000000 Penalty: 4587.830078
	Iteration 51Q: 3 clusters Score -1238995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1238998.750000 Penalty: 4587.830078
	Iteration 52Q: 3 clusters Score -1238999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1239001.875000 Penalty: 4587.830078
	Iteration 53Q: 3 clusters Score -1239002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1239008.250000 Penalty: 4587.830078
	Iteration 54Q: 3 clusters Score -1239008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1239007.875000 Penalty: 4587.830078
	Iteration 55Q: 3 clusters Score -1239008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1239011.000000 Penalty: 4587.830078
	Iteration 56Q: 3 clusters Score -1239011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1239010.250000 Penalty: 4587.830078
	Iteration 57Q: 3 clusters Score -1239010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1239010.250000 Penalty: 4587.830078
	Iteration 58F: 3 clusters Score -1239010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Entering Unmasked Estep 
Score: -4004200.250000 Penalty: 2569.788574
	Iteration 0F: 2 clusters Score -4004200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -3982688.250000 Penalty: 5139.577148
	Iteration 0F: 3 clusters Score -3982688 nChanged 14146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -3990213.500000 Penalty: 5139.577148
	Iteration 1F: 3 clusters Score -3990214 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -3990680.750000 Penalty: 5139.577148
	Iteration 2Q: 3 clusters Score -3990681 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -3991108.000000 Penalty: 5139.577148
	Iteration 3Q: 3 clusters Score -3991108 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -3991625.000000 Penalty: 5139.577148
	Iteration 4Q: 3 clusters Score -3991625 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -3992176.000000 Penalty: 5139.577148
	Iteration 5Q: 3 clusters Score -3992176 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -3992880.000000 Penalty: 5139.577148
	Iteration 6Q: 3 clusters Score -3992880 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -3993688.000000 Penalty: 5139.577148
	Iteration 7Q: 3 clusters Score -3993688 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -3994737.750000 Penalty: 5139.577148
	Iteration 8F: 3 clusters Score -3994738 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -3996084.500000 Penalty: 5139.577148
	Iteration 9F: 3 clusters Score -3996084 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -3997575.750000 Penalty: 5139.577148
	Iteration 10F: 3 clusters Score -3997576 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -3999000.000000 Penalty: 5139.577148
	Iteration 11F: 3 clusters Score -3999000 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -4000162.000000 Penalty: 5139.577148
	Iteration 12Q: 3 clusters Score -4000162 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4000841.750000 Penalty: 5139.577148
	Iteration 13Q: 3 clusters Score -4000842 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4001287.750000 Penalty: 5139.577148
	Iteration 14Q: 3 clusters Score -4001288 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4001559.000000 Penalty: 5139.577148
	Iteration 15Q: 3 clusters Score -4001559 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4001716.500000 Penalty: 5139.577148
	Iteration 16Q: 3 clusters Score -4001716 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4001813.500000 Penalty: 5139.577148
	Iteration 17Q: 3 clusters Score -4001814 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4001871.000000 Penalty: 5139.577148
	Iteration 18Q: 3 clusters Score -4001871 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4001904.500000 Penalty: 5139.577148
	Iteration 19Q: 3 clusters Score -4001904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4001936.000000 Penalty: 5139.577148
	Iteration 20F: 3 clusters Score -4001936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4001951.250000 Penalty: 5139.577148
	Iteration 21Q: 3 clusters Score -4001951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4001961.750000 Penalty: 5139.577148
	Iteration 22Q: 3 clusters Score -4001962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4001965.500000 Penalty: 5139.577148
	Iteration 23Q: 3 clusters Score -4001966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4001968.000000 Penalty: 5139.577148
	Iteration 24Q: 3 clusters Score -4001968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4001973.750000 Penalty: 5139.577148
	Iteration 25Q: 3 clusters Score -4001974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4001979.500000 Penalty: 5139.577148
	Iteration 26Q: 3 clusters Score -4001980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4001979.250000 Penalty: 5139.577148
	Iteration 27Q: 3 clusters Score -4001979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4001979.250000 Penalty: 5139.577148
	Iteration 28Q: 3 clusters Score -4001979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4001979.250000 Penalty: 5139.577148
	Iteration 29F: 3 clusters Score -4001979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Entering Unmasked Estep 
Score: -861782.625000 Penalty: 2190.373047
	Iteration 0F: 2 clusters Score -861782.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -856172.000000 Penalty: 4380.746094
	Iteration 0F: 3 clusters Score -856172 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -857669.625000 Penalty: 4380.746094
	Iteration 1F: 3 clusters Score -857669.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -857932.687500 Penalty: 4380.746094
	Iteration 2F: 3 clusters Score -857932.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -858105.437500 Penalty: 4380.746094
	Iteration 3Q: 3 clusters Score -858105.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -858247.437500 Penalty: 4380.746094
	Iteration 4Q: 3 clusters Score -858247.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -858395.750000 Penalty: 4380.746094
	Iteration 5Q: 3 clusters Score -858395.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -858531.187500 Penalty: 4380.746094
	Iteration 6Q: 3 clusters Score -858531.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -858663.437500 Penalty: 4380.746094
	Iteration 7Q: 3 clusters Score -858663.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -858801.687500 Penalty: 4380.746094
	Iteration 8Q: 3 clusters Score -858801.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -858928.000000 Penalty: 4380.746094
	Iteration 9Q: 3 clusters Score -858928 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -859047.625000 Penalty: 4380.746094
	Iteration 10Q: 3 clusters Score -859047.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -859165.812500 Penalty: 4380.746094
	Iteration 11Q: 3 clusters Score -859165.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -859295.937500 Penalty: 4380.746094
	Iteration 12Q: 3 clusters Score -859295.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -859410.687500 Penalty: 4380.746094
	Iteration 13Q: 3 clusters Score -859410.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -859505.812500 Penalty: 4380.746094
	Iteration 14Q: 3 clusters Score -859505.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -859583.187500 Penalty: 4380.746094
	Iteration 15Q: 3 clusters Score -859583.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -859625.000000 Penalty: 4380.746094
	Iteration 16Q: 3 clusters Score -859625 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -859662.875000 Penalty: 4380.746094
	Iteration 17Q: 3 clusters Score -859662.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -859699.687500 Penalty: 4380.746094
	Iteration 18Q: 3 clusters Score -859699.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -859733.250000 Penalty: 4380.746094
	Iteration 19Q: 3 clusters Score -859733.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -859751.250000 Penalty: 4380.746094
	Iteration 20F: 3 clusters Score -859751.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -859767.625000 Penalty: 4380.746094
	Iteration 21Q: 3 clusters Score -859767.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -859777.875000 Penalty: 4380.746094
	Iteration 22Q: 3 clusters Score -859777.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -859790.125000 Penalty: 4380.746094
	Iteration 23Q: 3 clusters Score -859790.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -859795.125000 Penalty: 4380.746094
	Iteration 24Q: 3 clusters Score -859795.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -859797.437500 Penalty: 4380.746094
	Iteration 25Q: 3 clusters Score -859797.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -859797.875000 Penalty: 4380.746094
	Iteration 26Q: 3 clusters Score -859797.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -859799.625000 Penalty: 4380.746094
	Iteration 27Q: 3 clusters Score -859799.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -859799.562500 Penalty: 4380.746094
	Iteration 28Q: 3 clusters Score -859799.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -859804.187500 Penalty: 4380.746094
	Iteration 29Q: 3 clusters Score -859804.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -859806.687500 Penalty: 4380.746094
	Iteration 30Q: 3 clusters Score -859806.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -859808.625000 Penalty: 4380.746094
	Iteration 31Q: 3 clusters Score -859808.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -859813.125000 Penalty: 4380.746094
	Iteration 32Q: 3 clusters Score -859813.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -859816.562500 Penalty: 4380.746094
	Iteration 33Q: 3 clusters Score -859816.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -859817.437500 Penalty: 4380.746094
	Iteration 34Q: 3 clusters Score -859817.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -859819.250000 Penalty: 4380.746094
	Iteration 35Q: 3 clusters Score -859819.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -859819.250000 Penalty: 4380.746094
	Iteration 36F: 3 clusters Score -859819.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Entering Unmasked Estep 
Score: -2350102.500000 Penalty: 2447.499023
	Iteration 0F: 2 clusters Score -2350102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2336469.500000 Penalty: 4894.998047
	Iteration 0F: 3 clusters Score -2336470 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2341076.750000 Penalty: 4894.998047
	Iteration 1F: 3 clusters Score -2341077 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2341502.500000 Penalty: 4894.998047
	Iteration 2F: 3 clusters Score -2341502 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2341886.250000 Penalty: 4894.998047
	Iteration 3Q: 3 clusters Score -2341886 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2342252.500000 Penalty: 4894.998047
	Iteration 4Q: 3 clusters Score -2342252 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2342642.250000 Penalty: 4894.998047
	Iteration 5Q: 3 clusters Score -2342642 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2343118.500000 Penalty: 4894.998047
	Iteration 6Q: 3 clusters Score -2343118 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2343788.750000 Penalty: 4894.998047
	Iteration 7F: 3 clusters Score -2343789 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2344577.500000 Penalty: 4894.998047
	Iteration 8F: 3 clusters Score -2344578 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2345430.750000 Penalty: 4894.998047
	Iteration 9F: 3 clusters Score -2345431 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2346273.000000 Penalty: 4894.998047
	Iteration 10F: 3 clusters Score -2346273 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2346893.750000 Penalty: 4894.998047
	Iteration 11Q: 3 clusters Score -2346894 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2347312.250000 Penalty: 4894.998047
	Iteration 12Q: 3 clusters Score -2347312 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2347573.250000 Penalty: 4894.998047
	Iteration 13Q: 3 clusters Score -2347573 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2347709.500000 Penalty: 4894.998047
	Iteration 14Q: 3 clusters Score -2347710 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2347779.750000 Penalty: 4894.998047
	Iteration 15Q: 3 clusters Score -2347780 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2347855.500000 Penalty: 4894.998047
	Iteration 16Q: 3 clusters Score -2347856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2347896.000000 Penalty: 4894.998047
	Iteration 17Q: 3 clusters Score -2347896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2347932.500000 Penalty: 4894.998047
	Iteration 18Q: 3 clusters Score -2347932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2347959.750000 Penalty: 4894.998047
	Iteration 19Q: 3 clusters Score -2347960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2347977.500000 Penalty: 4894.998047
	Iteration 20F: 3 clusters Score -2347978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2347994.000000 Penalty: 4894.998047
	Iteration 21Q: 3 clusters Score -2347994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2347996.750000 Penalty: 4894.998047
	Iteration 22Q: 3 clusters Score -2347997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2348002.750000 Penalty: 4894.998047
	Iteration 23Q: 3 clusters Score -2348003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2348002.000000 Penalty: 4894.998047
	Iteration 24Q: 3 clusters Score -2348002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2348005.500000 Penalty: 4894.998047
	Iteration 25Q: 3 clusters Score -2348006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2348004.500000 Penalty: 4894.998047
	Iteration 26Q: 3 clusters Score -2348004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2348008.250000 Penalty: 4894.998047
	Iteration 27Q: 3 clusters Score -2348008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2348009.000000 Penalty: 4894.998047
	Iteration 28Q: 3 clusters Score -2348009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2348013.500000 Penalty: 4894.998047
	Iteration 29Q: 3 clusters Score -2348014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2348017.250000 Penalty: 4894.998047
	Iteration 30Q: 3 clusters Score -2348017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2348021.000000 Penalty: 4894.998047
	Iteration 31Q: 3 clusters Score -2348021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2348020.250000 Penalty: 4894.998047
	Iteration 32Q: 3 clusters Score -2348020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2348020.250000 Penalty: 4894.998047
	Iteration 33F: 3 clusters Score -2348020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Entering Unmasked Estep 
Score: -4844732.500000 Penalty: 2625.985840
	Iteration 0F: 2 clusters Score -4844732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -4817887.500000 Penalty: 5251.971680
	Iteration 0F: 3 clusters Score -4817888 nChanged 18100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -4828039.500000 Penalty: 5251.971680
	Iteration 1F: 3 clusters Score -4828040 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -4828951.500000 Penalty: 5251.971680
	Iteration 2F: 3 clusters Score -4828952 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -4830224.500000 Penalty: 5251.971680
	Iteration 3F: 3 clusters Score -4830224 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -4831829.500000 Penalty: 5251.971680
	Iteration 4F: 3 clusters Score -4831830 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -4833646.000000 Penalty: 5251.971680
	Iteration 5F: 3 clusters Score -4833646 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -4835465.000000 Penalty: 5251.971680
	Iteration 6F: 3 clusters Score -4835465 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -4837054.000000 Penalty: 5251.971680
	Iteration 7F: 3 clusters Score -4837054 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -4838447.500000 Penalty: 5251.971680
	Iteration 8Q: 3 clusters Score -4838448 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -4839577.000000 Penalty: 5251.971680
	Iteration 9Q: 3 clusters Score -4839577 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -4840452.500000 Penalty: 5251.971680
	Iteration 10Q: 3 clusters Score -4840452 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -4841008.500000 Penalty: 5251.971680
	Iteration 11Q: 3 clusters Score -4841008 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -4841316.500000 Penalty: 5251.971680
	Iteration 12Q: 3 clusters Score -4841316 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -4841536.500000 Penalty: 5251.971680
	Iteration 13Q: 3 clusters Score -4841536 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -4841699.500000 Penalty: 5251.971680
	Iteration 14Q: 3 clusters Score -4841700 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -4841815.000000 Penalty: 5251.971680
	Iteration 15Q: 3 clusters Score -4841815 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -4841921.500000 Penalty: 5251.971680
	Iteration 16Q: 3 clusters Score -4841922 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -4841970.500000 Penalty: 5251.971680
	Iteration 17Q: 3 clusters Score -4841970 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -4842013.000000 Penalty: 5251.971680
	Iteration 18Q: 3 clusters Score -4842013 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -4842079.000000 Penalty: 5251.971680
	Iteration 19Q: 3 clusters Score -4842079 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -4842118.500000 Penalty: 5251.971680
	Iteration 20F: 3 clusters Score -4842118 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -4842167.000000 Penalty: 5251.971680
	Iteration 21Q: 3 clusters Score -4842167 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -4842201.000000 Penalty: 5251.971680
	Iteration 22Q: 3 clusters Score -4842201 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4842236.500000 Penalty: 5251.971680
	Iteration 23Q: 3 clusters Score -4842236 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4842267.500000 Penalty: 5251.971680
	Iteration 24Q: 3 clusters Score -4842268 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -4842293.000000 Penalty: 5251.971680
	Iteration 25Q: 3 clusters Score -4842293 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4842312.500000 Penalty: 5251.971680
	Iteration 26Q: 3 clusters Score -4842312 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4842350.000000 Penalty: 5251.971680
	Iteration 27Q: 3 clusters Score -4842350 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -4842358.500000 Penalty: 5251.971680
	Iteration 28Q: 3 clusters Score -4842358 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4842372.000000 Penalty: 5251.971680
	Iteration 29Q: 3 clusters Score -4842372 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4842371.500000 Penalty: 5251.971680
	Iteration 30Q: 3 clusters Score -4842372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -4842373.000000 Penalty: 5251.971680
	Iteration 31Q: 3 clusters Score -4842373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4842378.500000 Penalty: 5251.971680
	Iteration 32Q: 3 clusters Score -4842378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4842393.000000 Penalty: 5251.971680
	Iteration 33Q: 3 clusters Score -4842393 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4842396.000000 Penalty: 5251.971680
	Iteration 34Q: 3 clusters Score -4842396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4842401.000000 Penalty: 5251.971680
	Iteration 35Q: 3 clusters Score -4842401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4842422.000000 Penalty: 5251.971680
	Iteration 36Q: 3 clusters Score -4842422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4842419.500000 Penalty: 5251.971680
	Iteration 37Q: 3 clusters Score -4842420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4842423.500000 Penalty: 5251.971680
	Iteration 38Q: 3 clusters Score -4842424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4842434.500000 Penalty: 5251.971680
	Iteration 39Q: 3 clusters Score -4842434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4842430.500000 Penalty: 5251.971680
	Iteration 40F: 3 clusters Score -4842430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4842433.000000 Penalty: 5251.971680
	Iteration 41Q: 3 clusters Score -4842433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4842439.000000 Penalty: 5251.971680
	Iteration 42Q: 3 clusters Score -4842439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4842440.000000 Penalty: 5251.971680
	Iteration 43Q: 3 clusters Score -4842440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4842442.000000 Penalty: 5251.971680
	Iteration 44Q: 3 clusters Score -4842442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4842441.500000 Penalty: 5251.971680
	Iteration 45Q: 3 clusters Score -4842442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4842439.500000 Penalty: 5251.971680
	Iteration 46Q: 3 clusters Score -4842440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4842443.000000 Penalty: 5251.971680
	Iteration 47Q: 3 clusters Score -4842443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4842446.500000 Penalty: 5251.971680
	Iteration 48Q: 3 clusters Score -4842446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4842450.500000 Penalty: 5251.971680
	Iteration 49Q: 3 clusters Score -4842450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4842448.000000 Penalty: 5251.971680
	Iteration 50Q: 3 clusters Score -4842448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4842443.000000 Penalty: 5251.971680
	Iteration 51Q: 3 clusters Score -4842443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4842453.500000 Penalty: 5251.971680
	Iteration 52Q: 3 clusters Score -4842454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4842456.000000 Penalty: 5251.971680
	Iteration 53Q: 3 clusters Score -4842456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4842455.000000 Penalty: 5251.971680
	Iteration 54Q: 3 clusters Score -4842455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4842460.500000 Penalty: 5251.971680
	Iteration 55Q: 3 clusters Score -4842460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4842468.000000 Penalty: 5251.971680
	Iteration 56Q: 3 clusters Score -4842468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4842472.000000 Penalty: 5251.971680
	Iteration 57Q: 3 clusters Score -4842472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4842477.000000 Penalty: 5251.971680
	Iteration 58Q: 3 clusters Score -4842477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4842480.000000 Penalty: 5251.971680
	Iteration 59Q: 3 clusters Score -4842480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4842472.500000 Penalty: 5251.971680
	Iteration 60F: 3 clusters Score -4842472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4842474.500000 Penalty: 5251.971680
	Iteration 61Q: 3 clusters Score -4842474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4842481.500000 Penalty: 5251.971680
	Iteration 62Q: 3 clusters Score -4842482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4842488.500000 Penalty: 5251.971680
	Iteration 63Q: 3 clusters Score -4842488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4842493.500000 Penalty: 5251.971680
	Iteration 64Q: 3 clusters Score -4842494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4842510.000000 Penalty: 5251.971680
	Iteration 65Q: 3 clusters Score -4842510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4842513.000000 Penalty: 5251.971680
	Iteration 66Q: 3 clusters Score -4842513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4842514.000000 Penalty: 5251.971680
	Iteration 67Q: 3 clusters Score -4842514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4842524.000000 Penalty: 5251.971680
	Iteration 68Q: 3 clusters Score -4842524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4842518.500000 Penalty: 5251.971680
	Iteration 69Q: 3 clusters Score -4842518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4842521.500000 Penalty: 5251.971680
	Iteration 70Q: 3 clusters Score -4842522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4842525.000000 Penalty: 5251.971680
	Iteration 71Q: 3 clusters Score -4842525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4842525.500000 Penalty: 5251.971680
	Iteration 72Q: 3 clusters Score -4842526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4842530.000000 Penalty: 5251.971680
	Iteration 73Q: 3 clusters Score -4842530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4842534.500000 Penalty: 5251.971680
	Iteration 74Q: 3 clusters Score -4842534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4842530.500000 Penalty: 5251.971680
	Iteration 75Q: 3 clusters Score -4842530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4842532.000000 Penalty: 5251.971680
	Iteration 76Q: 3 clusters Score -4842532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4842532.000000 Penalty: 5251.971680
	Iteration 77F: 3 clusters Score -4842532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Entering Unmasked Estep 
Score: -1118488.125000 Penalty: 2270.659180
	Iteration 0F: 2 clusters Score -1118488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1111131.500000 Penalty: 4541.318359
	Iteration 0F: 3 clusters Score -1111132 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1113534.000000 Penalty: 4541.318359
	Iteration 1F: 3 clusters Score -1113534 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1114314.125000 Penalty: 4541.318359
	Iteration 2F: 3 clusters Score -1114314 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1114890.625000 Penalty: 4541.318359
	Iteration 3F: 3 clusters Score -1114891 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1115405.500000 Penalty: 4541.318359
	Iteration 4F: 3 clusters Score -1115406 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1115883.500000 Penalty: 4541.318359
	Iteration 5F: 3 clusters Score -1115884 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1116279.375000 Penalty: 4541.318359
	Iteration 6F: 3 clusters Score -1116279 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1116607.125000 Penalty: 4541.318359
	Iteration 7F: 3 clusters Score -1116607 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1116825.750000 Penalty: 4541.318359
	Iteration 8Q: 3 clusters Score -1116826 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1116965.125000 Penalty: 4541.318359
	Iteration 9Q: 3 clusters Score -1116965 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1117050.500000 Penalty: 4541.318359
	Iteration 10Q: 3 clusters Score -1117050 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1117095.000000 Penalty: 4541.318359
	Iteration 11Q: 3 clusters Score -1117095 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1117126.500000 Penalty: 4541.318359
	Iteration 12Q: 3 clusters Score -1117126 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1117148.750000 Penalty: 4541.318359
	Iteration 13Q: 3 clusters Score -1117149 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1117165.625000 Penalty: 4541.318359
	Iteration 14Q: 3 clusters Score -1117166 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1117187.750000 Penalty: 4541.318359
	Iteration 15Q: 3 clusters Score -1117188 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1117210.875000 Penalty: 4541.318359
	Iteration 16Q: 3 clusters Score -1117211 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1117241.000000 Penalty: 4541.318359
	Iteration 17Q: 3 clusters Score -1117241 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1117265.125000 Penalty: 4541.318359
	Iteration 18Q: 3 clusters Score -1117265 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1117285.750000 Penalty: 4541.318359
	Iteration 19Q: 3 clusters Score -1117286 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1117311.000000 Penalty: 4541.318359
	Iteration 20F: 3 clusters Score -1117311 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1117334.125000 Penalty: 4541.318359
	Iteration 21Q: 3 clusters Score -1117334 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1117359.250000 Penalty: 4541.318359
	Iteration 22Q: 3 clusters Score -1117359 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1117380.250000 Penalty: 4541.318359
	Iteration 23Q: 3 clusters Score -1117380 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1117398.375000 Penalty: 4541.318359
	Iteration 24Q: 3 clusters Score -1117398 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1117422.250000 Penalty: 4541.318359
	Iteration 25Q: 3 clusters Score -1117422 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1117443.625000 Penalty: 4541.318359
	Iteration 26Q: 3 clusters Score -1117444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1117457.375000 Penalty: 4541.318359
	Iteration 27Q: 3 clusters Score -1117457 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1117470.375000 Penalty: 4541.318359
	Iteration 28Q: 3 clusters Score -1117470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1117476.875000 Penalty: 4541.318359
	Iteration 29Q: 3 clusters Score -1117477 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1117491.875000 Penalty: 4541.318359
	Iteration 30Q: 3 clusters Score -1117492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1117503.625000 Penalty: 4541.318359
	Iteration 31Q: 3 clusters Score -1117504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1117513.750000 Penalty: 4541.318359
	Iteration 32Q: 3 clusters Score -1117514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1117521.375000 Penalty: 4541.318359
	Iteration 33Q: 3 clusters Score -1117521 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1117528.875000 Penalty: 4541.318359
	Iteration 34Q: 3 clusters Score -1117529 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1117540.750000 Penalty: 4541.318359
	Iteration 35Q: 3 clusters Score -1117541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1117553.000000 Penalty: 4541.318359
	Iteration 36Q: 3 clusters Score -1117553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1117566.125000 Penalty: 4541.318359
	Iteration 37Q: 3 clusters Score -1117566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1117581.625000 Penalty: 4541.318359
	Iteration 38Q: 3 clusters Score -1117582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1117607.250000 Penalty: 4541.318359
	Iteration 39Q: 3 clusters Score -1117607 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1117622.500000 Penalty: 4541.318359
	Iteration 40F: 3 clusters Score -1117622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1117634.125000 Penalty: 4541.318359
	Iteration 41Q: 3 clusters Score -1117634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1117643.250000 Penalty: 4541.318359
	Iteration 42Q: 3 clusters Score -1117643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1117646.250000 Penalty: 4541.318359
	Iteration 43Q: 3 clusters Score -1117646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1117652.375000 Penalty: 4541.318359
	Iteration 44Q: 3 clusters Score -1117652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1117654.625000 Penalty: 4541.318359
	Iteration 45Q: 3 clusters Score -1117655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1117653.750000 Penalty: 4541.318359
	Iteration 46Q: 3 clusters Score -1117654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1117657.125000 Penalty: 4541.318359
	Iteration 47Q: 3 clusters Score -1117657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1117656.500000 Penalty: 4541.318359
	Iteration 48Q: 3 clusters Score -1117656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1117661.125000 Penalty: 4541.318359
	Iteration 49Q: 3 clusters Score -1117661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1117661.625000 Penalty: 4541.318359
	Iteration 50Q: 3 clusters Score -1117662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1117663.500000 Penalty: 4541.318359
	Iteration 51Q: 3 clusters Score -1117664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1117665.375000 Penalty: 4541.318359
	Iteration 52Q: 3 clusters Score -1117665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1117666.375000 Penalty: 4541.318359
	Iteration 53Q: 3 clusters Score -1117666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1117667.750000 Penalty: 4541.318359
	Iteration 54Q: 3 clusters Score -1117668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1117667.750000 Penalty: 4541.318359
	Iteration 55F: 3 clusters Score -1117668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Entering Unmasked Estep 
Score: -2596566.750000 Penalty: 2490.628906
	Iteration 0F: 2 clusters Score -2596567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2580598.750000 Penalty: 4981.257812
	Iteration 0F: 3 clusters Score -2580599 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2586312.500000 Penalty: 4981.257812
	Iteration 1F: 3 clusters Score -2586312 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2586935.500000 Penalty: 4981.257812
	Iteration 2F: 3 clusters Score -2586936 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2587569.500000 Penalty: 4981.257812
	Iteration 3F: 3 clusters Score -2587570 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2588270.000000 Penalty: 4981.257812
	Iteration 4F: 3 clusters Score -2588270 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2589218.000000 Penalty: 4981.257812
	Iteration 5F: 3 clusters Score -2589218 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2590367.250000 Penalty: 4981.257812
	Iteration 6F: 3 clusters Score -2590367 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2591645.750000 Penalty: 4981.257812
	Iteration 7F: 3 clusters Score -2591646 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -2592736.000000 Penalty: 4981.257812
	Iteration 8F: 3 clusters Score -2592736 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -2593473.000000 Penalty: 4981.257812
	Iteration 9Q: 3 clusters Score -2593473 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2593964.250000 Penalty: 4981.257812
	Iteration 10Q: 3 clusters Score -2593964 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -2594234.000000 Penalty: 4981.257812
	Iteration 11Q: 3 clusters Score -2594234 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -2594388.500000 Penalty: 4981.257812
	Iteration 12Q: 3 clusters Score -2594388 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -2594476.750000 Penalty: 4981.257812
	Iteration 13Q: 3 clusters Score -2594477 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -2594525.750000 Penalty: 4981.257812
	Iteration 14Q: 3 clusters Score -2594526 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -2594560.250000 Penalty: 4981.257812
	Iteration 15Q: 3 clusters Score -2594560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2594586.250000 Penalty: 4981.257812
	Iteration 16Q: 3 clusters Score -2594586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -2594608.000000 Penalty: 4981.257812
	Iteration 17Q: 3 clusters Score -2594608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2594627.750000 Penalty: 4981.257812
	Iteration 18Q: 3 clusters Score -2594628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -2594641.750000 Penalty: 4981.257812
	Iteration 19Q: 3 clusters Score -2594642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2594651.750000 Penalty: 4981.257812
	Iteration 20F: 3 clusters Score -2594652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2594658.000000 Penalty: 4981.257812
	Iteration 21Q: 3 clusters Score -2594658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -2594658.500000 Penalty: 4981.257812
	Iteration 22Q: 3 clusters Score -2594658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -2594660.000000 Penalty: 4981.257812
	Iteration 23Q: 3 clusters Score -2594660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -2594663.250000 Penalty: 4981.257812
	Iteration 24Q: 3 clusters Score -2594663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -2594667.250000 Penalty: 4981.257812
	Iteration 25Q: 3 clusters Score -2594667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -2594667.750000 Penalty: 4981.257812
	Iteration 26Q: 3 clusters Score -2594668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -2594669.750000 Penalty: 4981.257812
	Iteration 27Q: 3 clusters Score -2594670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -2594674.000000 Penalty: 4981.257812
	Iteration 28Q: 3 clusters Score -2594674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -2594679.000000 Penalty: 4981.257812
	Iteration 29Q: 3 clusters Score -2594679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -2594690.250000 Penalty: 4981.257812
	Iteration 30Q: 3 clusters Score -2594690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -2594694.250000 Penalty: 4981.257812
	Iteration 31Q: 3 clusters Score -2594694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2594699.000000 Penalty: 4981.257812
	Iteration 32Q: 3 clusters Score -2594699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -2594696.250000 Penalty: 4981.257812
	Iteration 33Q: 3 clusters Score -2594696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -2594696.250000 Penalty: 4981.257812
	Iteration 34F: 3 clusters Score -2594696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Entering Unmasked Estep 
Score: -2808350.500000 Penalty: 2493.737549
	Iteration 0F: 2 clusters Score -2808350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2792152.250000 Penalty: 4987.475098
	Iteration 0F: 3 clusters Score -2792152 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2798112.500000 Penalty: 4987.475098
	Iteration 1F: 3 clusters Score -2798112 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2798831.000000 Penalty: 4987.475098
	Iteration 2F: 3 clusters Score -2798831 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2799443.750000 Penalty: 4987.475098
	Iteration 3F: 3 clusters Score -2799444 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2800009.250000 Penalty: 4987.475098
	Iteration 4F: 3 clusters Score -2800009 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2800588.000000 Penalty: 4987.475098
	Iteration 5F: 3 clusters Score -2800588 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2801177.250000 Penalty: 4987.475098
	Iteration 6Q: 3 clusters Score -2801177 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2801707.500000 Penalty: 4987.475098
	Iteration 7Q: 3 clusters Score -2801708 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2802251.000000 Penalty: 4987.475098
	Iteration 8Q: 3 clusters Score -2802251 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2802752.500000 Penalty: 4987.475098
	Iteration 9Q: 3 clusters Score -2802752 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2803163.500000 Penalty: 4987.475098
	Iteration 10Q: 3 clusters Score -2803164 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2803547.250000 Penalty: 4987.475098
	Iteration 11Q: 3 clusters Score -2803547 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2803871.000000 Penalty: 4987.475098
	Iteration 12Q: 3 clusters Score -2803871 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2804132.500000 Penalty: 4987.475098
	Iteration 13Q: 3 clusters Score -2804132 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2804427.250000 Penalty: 4987.475098
	Iteration 14Q: 3 clusters Score -2804427 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2804673.000000 Penalty: 4987.475098
	Iteration 15Q: 3 clusters Score -2804673 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2804936.750000 Penalty: 4987.475098
	Iteration 16Q: 3 clusters Score -2804937 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2805143.000000 Penalty: 4987.475098
	Iteration 17Q: 3 clusters Score -2805143 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2805308.500000 Penalty: 4987.475098
	Iteration 18Q: 3 clusters Score -2805308 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2805446.500000 Penalty: 4987.475098
	Iteration 19Q: 3 clusters Score -2805446 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2805599.500000 Penalty: 4987.475098
	Iteration 20F: 3 clusters Score -2805600 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2805717.250000 Penalty: 4987.475098
	Iteration 21Q: 3 clusters Score -2805717 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2805821.750000 Penalty: 4987.475098
	Iteration 22Q: 3 clusters Score -2805822 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2805929.250000 Penalty: 4987.475098
	Iteration 23Q: 3 clusters Score -2805929 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2805992.000000 Penalty: 4987.475098
	Iteration 24Q: 3 clusters Score -2805992 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2806063.500000 Penalty: 4987.475098
	Iteration 25Q: 3 clusters Score -2806064 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2806140.750000 Penalty: 4987.475098
	Iteration 26Q: 3 clusters Score -2806141 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2806233.000000 Penalty: 4987.475098
	Iteration 27Q: 3 clusters Score -2806233 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2806311.000000 Penalty: 4987.475098
	Iteration 28Q: 3 clusters Score -2806311 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2806382.250000 Penalty: 4987.475098
	Iteration 29Q: 3 clusters Score -2806382 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2806446.250000 Penalty: 4987.475098
	Iteration 30Q: 3 clusters Score -2806446 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2806496.250000 Penalty: 4987.475098
	Iteration 31Q: 3 clusters Score -2806496 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2806546.500000 Penalty: 4987.475098
	Iteration 32Q: 3 clusters Score -2806546 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2806588.750000 Penalty: 4987.475098
	Iteration 33Q: 3 clusters Score -2806589 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2806619.500000 Penalty: 4987.475098
	Iteration 34Q: 3 clusters Score -2806620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2806632.750000 Penalty: 4987.475098
	Iteration 35Q: 3 clusters Score -2806633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2806636.500000 Penalty: 4987.475098
	Iteration 36Q: 3 clusters Score -2806636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2806654.750000 Penalty: 4987.475098
	Iteration 37Q: 3 clusters Score -2806655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2806673.250000 Penalty: 4987.475098
	Iteration 38Q: 3 clusters Score -2806673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2806683.750000 Penalty: 4987.475098
	Iteration 39Q: 3 clusters Score -2806684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2806699.750000 Penalty: 4987.475098
	Iteration 40F: 3 clusters Score -2806700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2806704.500000 Penalty: 4987.475098
	Iteration 41Q: 3 clusters Score -2806704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2806705.500000 Penalty: 4987.475098
	Iteration 42Q: 3 clusters Score -2806706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2806708.000000 Penalty: 4987.475098
	Iteration 43Q: 3 clusters Score -2806708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2806713.250000 Penalty: 4987.475098
	Iteration 44Q: 3 clusters Score -2806713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2806718.000000 Penalty: 4987.475098
	Iteration 45Q: 3 clusters Score -2806718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2806719.500000 Penalty: 4987.475098
	Iteration 46Q: 3 clusters Score -2806720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2806715.750000 Penalty: 4987.475098
	Iteration 47Q: 3 clusters Score -2806716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2806721.000000 Penalty: 4987.475098
	Iteration 48Q: 3 clusters Score -2806721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2806720.000000 Penalty: 4987.475098
	Iteration 49Q: 3 clusters Score -2806720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2806721.250000 Penalty: 4987.475098
	Iteration 50Q: 3 clusters Score -2806721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2806724.750000 Penalty: 4987.475098
	Iteration 51Q: 3 clusters Score -2806725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2806727.000000 Penalty: 4987.475098
	Iteration 52Q: 3 clusters Score -2806727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2806730.500000 Penalty: 4987.475098
	Iteration 53Q: 3 clusters Score -2806730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2806730.250000 Penalty: 4987.475098
	Iteration 54Q: 3 clusters Score -2806730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2806730.250000 Penalty: 4987.475098
	Iteration 55F: 3 clusters Score -2806730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Entering Unmasked Estep 
Score: -497793.187500 Penalty: 2062.987549
	Iteration 0F: 2 clusters Score -497793.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -493854.937500 Penalty: 4125.975098
	Iteration 0F: 3 clusters Score -493854.9 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -494747.500000 Penalty: 4125.975098
	Iteration 1F: 3 clusters Score -494747.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -494952.593750 Penalty: 4125.975098
	Iteration 2F: 3 clusters Score -494952.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -495068.781250 Penalty: 4125.975098
	Iteration 3Q: 3 clusters Score -495068.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -495137.500000 Penalty: 4125.975098
	Iteration 4Q: 3 clusters Score -495137.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -495184.187500 Penalty: 4125.975098
	Iteration 5Q: 3 clusters Score -495184.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -495233.687500 Penalty: 4125.975098
	Iteration 6Q: 3 clusters Score -495233.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -495274.843750 Penalty: 4125.975098
	Iteration 7Q: 3 clusters Score -495274.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -495307.187500 Penalty: 4125.975098
	Iteration 8Q: 3 clusters Score -495307.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -495334.562500 Penalty: 4125.975098
	Iteration 9Q: 3 clusters Score -495334.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -495360.593750 Penalty: 4125.975098
	Iteration 10Q: 3 clusters Score -495360.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -495381.718750 Penalty: 4125.975098
	Iteration 11Q: 3 clusters Score -495381.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -495393.687500 Penalty: 4125.975098
	Iteration 12Q: 3 clusters Score -495393.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -495409.375000 Penalty: 4125.975098
	Iteration 13Q: 3 clusters Score -495409.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -495424.937500 Penalty: 4125.975098
	Iteration 14Q: 3 clusters Score -495424.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -495438.187500 Penalty: 4125.975098
	Iteration 15Q: 3 clusters Score -495438.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -495451.468750 Penalty: 4125.975098
	Iteration 16Q: 3 clusters Score -495451.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -495461.343750 Penalty: 4125.975098
	Iteration 17Q: 3 clusters Score -495461.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -495467.593750 Penalty: 4125.975098
	Iteration 18Q: 3 clusters Score -495467.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -495471.531250 Penalty: 4125.975098
	Iteration 19Q: 3 clusters Score -495471.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -495474.250000 Penalty: 4125.975098
	Iteration 20F: 3 clusters Score -495474.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -495482.531250 Penalty: 4125.975098
	Iteration 21Q: 3 clusters Score -495482.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -495488.468750 Penalty: 4125.975098
	Iteration 22Q: 3 clusters Score -495488.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -495492.531250 Penalty: 4125.975098
	Iteration 23Q: 3 clusters Score -495492.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -495498.343750 Penalty: 4125.975098
	Iteration 24Q: 3 clusters Score -495498.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -495501.437500 Penalty: 4125.975098
	Iteration 25Q: 3 clusters Score -495501.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -495505.812500 Penalty: 4125.975098
	Iteration 26Q: 3 clusters Score -495505.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -495507.750000 Penalty: 4125.975098
	Iteration 27Q: 3 clusters Score -495507.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -495509.000000 Penalty: 4125.975098
	Iteration 28Q: 3 clusters Score -495509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -495510.781250 Penalty: 4125.975098
	Iteration 29Q: 3 clusters Score -495510.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -495513.062500 Penalty: 4125.975098
	Iteration 30Q: 3 clusters Score -495513.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -495515.906250 Penalty: 4125.975098
	Iteration 31Q: 3 clusters Score -495515.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -495518.500000 Penalty: 4125.975098
	Iteration 32Q: 3 clusters Score -495518.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -495522.875000 Penalty: 4125.975098
	Iteration 33Q: 3 clusters Score -495522.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -495527.875000 Penalty: 4125.975098
	Iteration 34Q: 3 clusters Score -495527.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -495531.875000 Penalty: 4125.975098
	Iteration 35Q: 3 clusters Score -495531.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -495537.406250 Penalty: 4125.975098
	Iteration 36Q: 3 clusters Score -495537.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -495545.687500 Penalty: 4125.975098
	Iteration 37Q: 3 clusters Score -495545.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -495551.656250 Penalty: 4125.975098
	Iteration 38Q: 3 clusters Score -495551.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -495560.218750 Penalty: 4125.975098
	Iteration 39Q: 3 clusters Score -495560.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -495576.062500 Penalty: 4125.975098
	Iteration 40F: 3 clusters Score -495576.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -495592.000000 Penalty: 4125.975098
	Iteration 41Q: 3 clusters Score -495592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -495604.500000 Penalty: 4125.975098
	Iteration 42Q: 3 clusters Score -495604.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -495621.531250 Penalty: 4125.975098
	Iteration 43Q: 3 clusters Score -495621.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -495641.343750 Penalty: 4125.975098
	Iteration 44Q: 3 clusters Score -495641.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -495664.593750 Penalty: 4125.975098
	Iteration 45Q: 3 clusters Score -495664.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -495694.750000 Penalty: 4125.975098
	Iteration 46Q: 3 clusters Score -495694.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -495730.531250 Penalty: 4125.975098
	Iteration 47Q: 3 clusters Score -495730.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -495776.437500 Penalty: 4125.975098
	Iteration 48Q: 3 clusters Score -495776.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -495829.625000 Penalty: 4125.975098
	Iteration 49Q: 3 clusters Score -495829.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -495913.875000 Penalty: 4125.975098
	Iteration 50Q: 3 clusters Score -495913.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -496040.593750 Penalty: 4125.975098
	Iteration 51Q: 3 clusters Score -496040.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -496201.531250 Penalty: 4125.975098
	Iteration 52Q: 3 clusters Score -496201.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -496396.937500 Penalty: 4125.975098
	Iteration 53Q: 3 clusters Score -496396.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -496527.500000 Penalty: 4125.975098
	Iteration 54Q: 3 clusters Score -496527.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -496592.062500 Penalty: 4125.975098
	Iteration 55Q: 3 clusters Score -496592.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -496624.281250 Penalty: 4125.975098
	Iteration 56Q: 3 clusters Score -496624.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -496642.812500 Penalty: 4125.975098
	Iteration 57Q: 3 clusters Score -496642.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -496655.093750 Penalty: 4125.975098
	Iteration 58Q: 3 clusters Score -496655.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -496666.531250 Penalty: 4125.975098
	Iteration 59Q: 3 clusters Score -496666.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -496670.500000 Penalty: 4125.975098
	Iteration 60F: 3 clusters Score -496670.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -496672.093750 Penalty: 4125.975098
	Iteration 61Q: 3 clusters Score -496672.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -496673.843750 Penalty: 4125.975098
	Iteration 62Q: 3 clusters Score -496673.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -496674.312500 Penalty: 4125.975098
	Iteration 63Q: 3 clusters Score -496674.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -496674.156250 Penalty: 4125.975098
	Iteration 64Q: 3 clusters Score -496674.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -496674.656250 Penalty: 4125.975098
	Iteration 65Q: 3 clusters Score -496674.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -496676.562500 Penalty: 4125.975098
	Iteration 66Q: 3 clusters Score -496676.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -496677.062500 Penalty: 4125.975098
	Iteration 67Q: 3 clusters Score -496677.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -496678.718750 Penalty: 4125.975098
	Iteration 68Q: 3 clusters Score -496678.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -496678.093750 Penalty: 4125.975098
	Iteration 69Q: 3 clusters Score -496678.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -496679.687500 Penalty: 4125.975098
	Iteration 70Q: 3 clusters Score -496679.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -496679.343750 Penalty: 4125.975098
	Iteration 71Q: 3 clusters Score -496679.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -496679.343750 Penalty: 4125.975098
	Iteration 72F: 3 clusters Score -496679.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -76642.937500 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -76642.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -75016.406250 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -75016.41 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -75443.554688 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -75443.55 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -75704.843750 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -75704.84 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -76008.375000 Penalty: 3294.673340
	Iteration 3F: 3 clusters Score -76008.38 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -76349.914062 Penalty: 3294.673340
	Iteration 4F: 3 clusters Score -76349.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -76617.992188 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -76617.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -76816.187500 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -76816.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -76944.375000 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -76944.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -77153.140625 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -77153.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -77334.625000 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -77334.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -77373.210938 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -77373.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -77507.429688 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -77507.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -77569.601562 Penalty: 3294.673340
	Iteration 12F: 3 clusters Score -77569.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -77775.656250 Penalty: 3294.673340
	Iteration 13Q: 3 clusters Score -77775.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -77790.210938 Penalty: 3294.673340
	Iteration 14Q: 3 clusters Score -77790.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -77791.664062 Penalty: 3294.673340
	Iteration 15Q: 3 clusters Score -77791.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -77791.664062 Penalty: 3294.673340
	Iteration 16F: 3 clusters Score -77791.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14696 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 197492 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41583 members 
Mstep: Class 10 contains 277960 members 
Mstep: Class 11 contains 59689 members 
Mstep: Class 12 contains 294948 members 
Mstep: Class 13 contains 10401 members 
Mstep: Class 14 contains 31636 members 
Mstep: Class 15 contains 6851 members 
Mstep: Class 16 contains 19321 members 
Mstep: Class 17 contains 39682 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22991 members 
Mstep: Class 20 contains 23281 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 93141 members 
Mstep: Class 24 contains 78155 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 524 members 
Entering Unmasked Estep 
Score: -154578160.000000 Penalty: 90644.539062
Splitting cluster 22 changes total score from -154578560.000000 to -154578160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (93141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93141 members 
Entering Unmasked Estep 
Score: -11751023.000000 Penalty: 2837.583740
	Iteration 0F: 2 clusters Score -1.175102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -11688843.000000 Penalty: 5675.167480
	Iteration 0F: 3 clusters Score -1.168884e+07 nChanged 44019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -11713987.000000 Penalty: 5675.167480
	Iteration 1F: 3 clusters Score -1.171399e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -11714862.000000 Penalty: 5675.167480
	Iteration 2Q: 3 clusters Score -1.171486e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -11715968.000000 Penalty: 5675.167480
	Iteration 3Q: 3 clusters Score -1.171597e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -11717391.000000 Penalty: 5675.167480
	Iteration 4Q: 3 clusters Score -1.171739e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 50911 members 
Entering Unmasked Estep 
Score: -11719205.000000 Penalty: 5675.167480
	Iteration 5Q: 3 clusters Score -1.17192e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 53110 members 
Entering Unmasked Estep 
Score: -11722028.000000 Penalty: 5675.167480
	Iteration 6F: 3 clusters Score -1.172203e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 55880 members 
Entering Unmasked Estep 
Score: -11726241.000000 Penalty: 5675.167480
	Iteration 7F: 3 clusters Score -1.172624e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 58568 members 
Entering Unmasked Estep 
Score: -11730702.000000 Penalty: 5675.167480
	Iteration 8F: 3 clusters Score -1.17307e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 60623 members 
Entering Unmasked Estep 
Score: -11734043.000000 Penalty: 5675.167480
	Iteration 9F: 3 clusters Score -1.173404e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 62278 members 
Entering Unmasked Estep 
Score: -11735674.000000 Penalty: 5675.167480
	Iteration 10Q: 3 clusters Score -1.173567e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 63756 members 
Entering Unmasked Estep 
Score: -11736601.000000 Penalty: 5675.167480
	Iteration 11Q: 3 clusters Score -1.17366e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 65159 members 
Entering Unmasked Estep 
Score: -11737172.000000 Penalty: 5675.167480
	Iteration 12Q: 3 clusters Score -1.173717e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -11737695.000000 Penalty: 5675.167480
	Iteration 13Q: 3 clusters Score -1.17377e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 67967 members 
Entering Unmasked Estep 
Score: -11738249.000000 Penalty: 5675.167480
	Iteration 14Q: 3 clusters Score -1.173825e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 69388 members 
Entering Unmasked Estep 
Score: -11738827.000000 Penalty: 5675.167480
	Iteration 15Q: 3 clusters Score -1.173883e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 70868 members 
Entering Unmasked Estep 
Score: -11739388.000000 Penalty: 5675.167480
	Iteration 16Q: 3 clusters Score -1.173939e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 72399 members 
Entering Unmasked Estep 
Score: -11740110.000000 Penalty: 5675.167480
	Iteration 17Q: 3 clusters Score -1.174011e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 73925 members 
Entering Unmasked Estep 
Score: -11740859.000000 Penalty: 5675.167480
	Iteration 18Q: 3 clusters Score -1.174086e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 75463 members 
Entering Unmasked Estep 
Score: -11741462.000000 Penalty: 5675.167480
	Iteration 19Q: 3 clusters Score -1.174146e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 76977 members 
Entering Unmasked Estep 
Score: -11742116.000000 Penalty: 5675.167480
	Iteration 20F: 3 clusters Score -1.174212e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 78439 members 
Entering Unmasked Estep 
Score: -11742757.000000 Penalty: 5675.167480
	Iteration 21Q: 3 clusters Score -1.174276e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 79773 members 
Entering Unmasked Estep 
Score: -11743290.000000 Penalty: 5675.167480
	Iteration 22Q: 3 clusters Score -1.174329e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 81050 members 
Entering Unmasked Estep 
Score: -11743778.000000 Penalty: 5675.167480
	Iteration 23Q: 3 clusters Score -1.174378e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 82249 members 
Entering Unmasked Estep 
Score: -11744276.000000 Penalty: 5675.167480
	Iteration 24Q: 3 clusters Score -1.174428e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 83386 members 
Entering Unmasked Estep 
Score: -11744764.000000 Penalty: 5675.167480
	Iteration 25Q: 3 clusters Score -1.174476e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 84513 members 
Entering Unmasked Estep 
Score: -11745357.000000 Penalty: 5675.167480
	Iteration 26Q: 3 clusters Score -1.174536e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 85543 members 
Entering Unmasked Estep 
Score: -11745797.000000 Penalty: 5675.167480
	Iteration 27Q: 3 clusters Score -1.17458e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 86450 members 
Entering Unmasked Estep 
Score: -11746228.000000 Penalty: 5675.167480
	Iteration 28Q: 3 clusters Score -1.174623e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 87252 members 
Entering Unmasked Estep 
Score: -11746623.000000 Penalty: 5675.167480
	Iteration 29Q: 3 clusters Score -1.174662e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 87961 members 
Entering Unmasked Estep 
Score: -11746984.000000 Penalty: 5675.167480
	Iteration 30Q: 3 clusters Score -1.174698e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 88593 members 
Entering Unmasked Estep 
Score: -11747290.000000 Penalty: 5675.167480
	Iteration 31Q: 3 clusters Score -1.174729e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 89156 members 
Entering Unmasked Estep 
Score: -11747504.000000 Penalty: 5675.167480
	Iteration 32Q: 3 clusters Score -1.17475e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 89638 members 
Entering Unmasked Estep 
Score: -11747686.000000 Penalty: 5675.167480
	Iteration 33Q: 3 clusters Score -1.174769e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 90061 members 
Entering Unmasked Estep 
Score: -11747868.000000 Penalty: 5675.167480
	Iteration 34Q: 3 clusters Score -1.174787e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 90408 members 
Entering Unmasked Estep 
Score: -11747984.000000 Penalty: 5675.167480
	Iteration 35Q: 3 clusters Score -1.174798e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 90687 members 
Entering Unmasked Estep 
Score: -11748086.000000 Penalty: 5675.167480
	Iteration 36Q: 3 clusters Score -1.174809e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 90909 members 
Entering Unmasked Estep 
Score: -11748192.000000 Penalty: 5675.167480
	Iteration 37Q: 3 clusters Score -1.174819e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 91109 members 
Entering Unmasked Estep 
Score: -11748291.000000 Penalty: 5675.167480
	Iteration 38Q: 3 clusters Score -1.174829e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 91272 members 
Entering Unmasked Estep 
Score: -11748368.000000 Penalty: 5675.167480
	Iteration 39Q: 3 clusters Score -1.174837e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 91384 members 
Entering Unmasked Estep 
Score: -11748420.000000 Penalty: 5675.167480
	Iteration 40F: 3 clusters Score -1.174842e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 91471 members 
Entering Unmasked Estep 
Score: -11748453.000000 Penalty: 5675.167480
	Iteration 41Q: 3 clusters Score -1.174845e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 91531 members 
Entering Unmasked Estep 
Score: -11748460.000000 Penalty: 5675.167480
	Iteration 42Q: 3 clusters Score -1.174846e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 91593 members 
Entering Unmasked Estep 
Score: -11748489.000000 Penalty: 5675.167480
	Iteration 43Q: 3 clusters Score -1.174849e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 91648 members 
Entering Unmasked Estep 
Score: -11748506.000000 Penalty: 5675.167480
	Iteration 44Q: 3 clusters Score -1.174851e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 91692 members 
Entering Unmasked Estep 
Score: -11748539.000000 Penalty: 5675.167480
	Iteration 45Q: 3 clusters Score -1.174854e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 91746 members 
Entering Unmasked Estep 
Score: -11748559.000000 Penalty: 5675.167480
	Iteration 46Q: 3 clusters Score -1.174856e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 91783 members 
Entering Unmasked Estep 
Score: -11748551.000000 Penalty: 5675.167480
	Iteration 47Q: 3 clusters Score -1.174855e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 91812 members 
Entering Unmasked Estep 
Score: -11748552.000000 Penalty: 5675.167480
	Iteration 48Q: 3 clusters Score -1.174855e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 91835 members 
Entering Unmasked Estep 
Score: -11748574.000000 Penalty: 5675.167480
	Iteration 49Q: 3 clusters Score -1.174857e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 91854 members 
Entering Unmasked Estep 
Score: -11748588.000000 Penalty: 5675.167480
	Iteration 50Q: 3 clusters Score -1.174859e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 91872 members 
Entering Unmasked Estep 
Score: -11748596.000000 Penalty: 5675.167480
	Iteration 51Q: 3 clusters Score -1.17486e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 91889 members 
Entering Unmasked Estep 
Score: -11748616.000000 Penalty: 5675.167480
	Iteration 52Q: 3 clusters Score -1.174862e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 91903 members 
Entering Unmasked Estep 
Score: -11748618.000000 Penalty: 5675.167480
	Iteration 53Q: 3 clusters Score -1.174862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 91926 members 
Entering Unmasked Estep 
Score: -11748619.000000 Penalty: 5675.167480
	Iteration 54Q: 3 clusters Score -1.174862e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 91942 members 
Entering Unmasked Estep 
Score: -11748619.000000 Penalty: 5675.167480
	Iteration 55Q: 3 clusters Score -1.174862e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 91953 members 
Entering Unmasked Estep 
Score: -11748620.000000 Penalty: 5675.167480
	Iteration 56Q: 3 clusters Score -1.174862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 91961 members 
Entering Unmasked Estep 
Score: -11748626.000000 Penalty: 5675.167480
	Iteration 57Q: 3 clusters Score -1.174863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 91968 members 
Entering Unmasked Estep 
Score: -11748636.000000 Penalty: 5675.167480
	Iteration 58Q: 3 clusters Score -1.174864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 91976 members 
Entering Unmasked Estep 
Score: -11748633.000000 Penalty: 5675.167480
	Iteration 59Q: 3 clusters Score -1.174863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 91984 members 
Entering Unmasked Estep 
Score: -11748634.000000 Penalty: 5675.167480
	Iteration 60F: 3 clusters Score -1.174863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 91994 members 
Entering Unmasked Estep 
Score: -11748644.000000 Penalty: 5675.167480
	Iteration 61Q: 3 clusters Score -1.174864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 92004 members 
Entering Unmasked Estep 
Score: -11748657.000000 Penalty: 5675.167480
	Iteration 62Q: 3 clusters Score -1.174866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 92015 members 
Entering Unmasked Estep 
Score: -11748651.000000 Penalty: 5675.167480
	Iteration 63Q: 3 clusters Score -1.174865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 92023 members 
Entering Unmasked Estep 
Score: -11748657.000000 Penalty: 5675.167480
	Iteration 64Q: 3 clusters Score -1.174866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 92029 members 
Entering Unmasked Estep 
Score: -11748650.000000 Penalty: 5675.167480
	Iteration 65Q: 3 clusters Score -1.174865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 92031 members 
Entering Unmasked Estep 
Score: -11748663.000000 Penalty: 5675.167480
	Iteration 66Q: 3 clusters Score -1.174866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 92036 members 
Entering Unmasked Estep 
Score: -11748667.000000 Penalty: 5675.167480
	Iteration 67Q: 3 clusters Score -1.174867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 92037 members 
Entering Unmasked Estep 
Score: -11748668.000000 Penalty: 5675.167480
	Iteration 68Q: 3 clusters Score -1.174867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 92036 members 
Entering Unmasked Estep 
Score: -11748660.000000 Penalty: 5675.167480
	Iteration 69Q: 3 clusters Score -1.174866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 92035 members 
Entering Unmasked Estep 
Score: -11748660.000000 Penalty: 5675.167480
	Iteration 70Q: 3 clusters Score -1.174866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 92034 members 
Entering Unmasked Estep 
Score: -11748658.000000 Penalty: 5675.167480
	Iteration 71Q: 3 clusters Score -1.174866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 92035 members 
Entering Unmasked Estep 
Score: -11748663.000000 Penalty: 5675.167480
	Iteration 72Q: 3 clusters Score -1.174866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 92035 members 
Entering Unmasked Estep 
Score: -11748663.000000 Penalty: 5675.167480
	Iteration 73F: 3 clusters Score -1.174866e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (78155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78155 members 
Entering Unmasked Estep 
Score: -9462792.000000 Penalty: 2794.079346
	Iteration 0F: 2 clusters Score -9462792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -9410480.000000 Penalty: 5588.158691
	Iteration 0F: 3 clusters Score -9410480 nChanged 36770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -9431147.000000 Penalty: 5588.158691
	Iteration 1F: 3 clusters Score -9431147 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -9431834.000000 Penalty: 5588.158691
	Iteration 2Q: 3 clusters Score -9431834 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -9432668.000000 Penalty: 5588.158691
	Iteration 3Q: 3 clusters Score -9432668 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -9433910.000000 Penalty: 5588.158691
	Iteration 4Q: 3 clusters Score -9433910 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -9435726.000000 Penalty: 5588.158691
	Iteration 5F: 3 clusters Score -9435726 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -9438998.000000 Penalty: 5588.158691
	Iteration 6F: 3 clusters Score -9438998 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -9444258.000000 Penalty: 5588.158691
	Iteration 7F: 3 clusters Score -9444258 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 68277 members 
Entering Unmasked Estep 
Score: -9450704.000000 Penalty: 5588.158691
	Iteration 8F: 3 clusters Score -9450704 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 73642 members 
Entering Unmasked Estep 
Score: -9456096.000000 Penalty: 5588.158691
	Iteration 9F: 3 clusters Score -9456096 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 76447 members 
Entering Unmasked Estep 
Score: -9458833.000000 Penalty: 5588.158691
	Iteration 10Q: 3 clusters Score -9458833 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 77470 members 
Entering Unmasked Estep 
Score: -9459871.000000 Penalty: 5588.158691
	Iteration 11Q: 3 clusters Score -9459871 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 77756 members 
Entering Unmasked Estep 
Score: -9460149.000000 Penalty: 5588.158691
	Iteration 12Q: 3 clusters Score -9460149 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 77847 members 
Entering Unmasked Estep 
Score: -9460260.000000 Penalty: 5588.158691
	Iteration 13Q: 3 clusters Score -9460260 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 77869 members 
Entering Unmasked Estep 
Score: -9460314.000000 Penalty: 5588.158691
	Iteration 14Q: 3 clusters Score -9460314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 77885 members 
Entering Unmasked Estep 
Score: -9460352.000000 Penalty: 5588.158691
	Iteration 15Q: 3 clusters Score -9460352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 77891 members 
Entering Unmasked Estep 
Score: -9460370.000000 Penalty: 5588.158691
	Iteration 16Q: 3 clusters Score -9460370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 77900 members 
Entering Unmasked Estep 
Score: -9460386.000000 Penalty: 5588.158691
	Iteration 17Q: 3 clusters Score -9460386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 77899 members 
Entering Unmasked Estep 
Score: -9460389.000000 Penalty: 5588.158691
	Iteration 18Q: 3 clusters Score -9460389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 77902 members 
Entering Unmasked Estep 
Score: -9460398.000000 Penalty: 5588.158691
	Iteration 19Q: 3 clusters Score -9460398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 77902 members 
Entering Unmasked Estep 
Score: -9460398.000000 Penalty: 5588.158691
	Iteration 20F: 3 clusters Score -9460398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -98991.960938 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -98991.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -97168.273438 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -97168.27 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -97483.046875 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -97483.05 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -97558.585938 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -97558.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -97599.585938 Penalty: 3349.705322
	Iteration 3Q: 3 clusters Score -97599.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -97615.367188 Penalty: 3349.705322
	Iteration 4Q: 3 clusters Score -97615.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -97635.156250 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -97635.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -97651.218750 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -97651.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -97668.421875 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -97668.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97672.859375 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -97672.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -97673.781250 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -97673.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -97676.242188 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -97676.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -97676.921875 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -97676.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -97676.921875 Penalty: 3349.705322
	Iteration 12F: 3 clusters Score -97676.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14696 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 197492 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41583 members 
Mstep: Class 10 contains 277960 members 
Mstep: Class 11 contains 59689 members 
Mstep: Class 12 contains 294948 members 
Mstep: Class 13 contains 10401 members 
Mstep: Class 14 contains 31636 members 
Mstep: Class 15 contains 6851 members 
Mstep: Class 16 contains 19321 members 
Mstep: Class 17 contains 39682 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22991 members 
Mstep: Class 20 contains 23281 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93141 members 
Mstep: Class 24 contains 78155 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578592.000000 Penalty: 87158.210938
Iteration 279Q: 26 clusters Score -1.545786e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14695 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 197506 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41584 members 
Mstep: Class 10 contains 277869 members 
Mstep: Class 11 contains 59699 members 
Mstep: Class 12 contains 295016 members 
Mstep: Class 13 contains 10400 members 
Mstep: Class 14 contains 31635 members 
Mstep: Class 15 contains 6851 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39683 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22987 members 
Mstep: Class 20 contains 23281 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93143 members 
Mstep: Class 24 contains 78151 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578720.000000 Penalty: 87158.210938
Iteration 280F: 26 clusters Score -1.545787e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14696 members 
Mstep: Class 4 contains 4018 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 197517 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41583 members 
Mstep: Class 10 contains 277787 members 
Mstep: Class 11 contains 59707 members 
Mstep: Class 12 contains 295072 members 
Mstep: Class 13 contains 10399 members 
Mstep: Class 14 contains 31636 members 
Mstep: Class 15 contains 6851 members 
Mstep: Class 16 contains 19319 members 
Mstep: Class 17 contains 39682 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22987 members 
Mstep: Class 20 contains 23281 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93148 members 
Mstep: Class 24 contains 78152 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578736.000000 Penalty: 87158.210938
Iteration 281Q: 26 clusters Score -1.545787e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14696 members 
Mstep: Class 4 contains 4018 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 197533 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41588 members 
Mstep: Class 10 contains 277712 members 
Mstep: Class 11 contains 59714 members 
Mstep: Class 12 contains 295125 members 
Mstep: Class 13 contains 10397 members 
Mstep: Class 14 contains 31636 members 
Mstep: Class 15 contains 6852 members 
Mstep: Class 16 contains 19319 members 
Mstep: Class 17 contains 39681 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22987 members 
Mstep: Class 20 contains 23281 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93144 members 
Mstep: Class 24 contains 78150 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578832.000000 Penalty: 87158.210938
Iteration 282Q: 26 clusters Score -1.545788e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14697 members 
Mstep: Class 4 contains 4018 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 197537 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41586 members 
Mstep: Class 10 contains 277638 members 
Mstep: Class 11 contains 59721 members 
Mstep: Class 12 contains 295187 members 
Mstep: Class 13 contains 10392 members 
Mstep: Class 14 contains 31642 members 
Mstep: Class 15 contains 6853 members 
Mstep: Class 16 contains 19319 members 
Mstep: Class 17 contains 39682 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22987 members 
Mstep: Class 20 contains 23282 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93145 members 
Mstep: Class 24 contains 78147 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578752.000000 Penalty: 87158.210938
Iteration 283Q: 26 clusters Score -1.545788e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14697 members 
Mstep: Class 4 contains 4018 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 197573 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41584 members 
Mstep: Class 10 contains 277544 members 
Mstep: Class 11 contains 59725 members 
Mstep: Class 12 contains 295242 members 
Mstep: Class 13 contains 10389 members 
Mstep: Class 14 contains 31643 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 16 contains 19318 members 
Mstep: Class 17 contains 39682 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22985 members 
Mstep: Class 20 contains 23284 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93152 members 
Mstep: Class 24 contains 78142 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578816.000000 Penalty: 87158.210938
Iteration 284Q: 26 clusters Score -1.545788e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14698 members 
Mstep: Class 4 contains 4018 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 197597 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41582 members 
Mstep: Class 10 contains 277460 members 
Mstep: Class 11 contains 59729 members 
Mstep: Class 12 contains 295294 members 
Mstep: Class 13 contains 10390 members 
Mstep: Class 14 contains 31649 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 16 contains 19318 members 
Mstep: Class 17 contains 39682 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22984 members 
Mstep: Class 20 contains 23282 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93155 members 
Mstep: Class 24 contains 78135 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578880.000000 Penalty: 87158.210938
Iteration 285Q: 26 clusters Score -1.545789e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14699 members 
Mstep: Class 4 contains 4018 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 2561 members 
Mstep: Class 7 contains 197611 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41577 members 
Mstep: Class 10 contains 277390 members 
Mstep: Class 11 contains 59737 members 
Mstep: Class 12 contains 295341 members 
Mstep: Class 13 contains 10391 members 
Mstep: Class 14 contains 31651 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 16 contains 19319 members 
Mstep: Class 17 contains 39681 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22983 members 
Mstep: Class 20 contains 23280 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93161 members 
Mstep: Class 24 contains 78130 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578848.000000 Penalty: 87158.210938
Iteration 286Q: 26 clusters Score -1.545788e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14698 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8335 members 
Mstep: Class 6 contains 2563 members 
Mstep: Class 7 contains 197626 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41576 members 
Mstep: Class 10 contains 277313 members 
Mstep: Class 11 contains 59745 members 
Mstep: Class 12 contains 295401 members 
Mstep: Class 13 contains 10391 members 
Mstep: Class 14 contains 31646 members 
Mstep: Class 15 contains 6856 members 
Mstep: Class 16 contains 19318 members 
Mstep: Class 17 contains 39679 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22984 members 
Mstep: Class 20 contains 23281 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93160 members 
Mstep: Class 24 contains 78130 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578720.000000 Penalty: 87158.210938
Iteration 287Q: 26 clusters Score -1.545787e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14696 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 8335 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 197643 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41572 members 
Mstep: Class 10 contains 277267 members 
Mstep: Class 11 contains 59753 members 
Mstep: Class 12 contains 295428 members 
Mstep: Class 13 contains 10389 members 
Mstep: Class 14 contains 31646 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39682 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22980 members 
Mstep: Class 20 contains 23280 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93163 members 
Mstep: Class 24 contains 78127 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578592.000000 Penalty: 87158.210938
Iteration 288Q: 26 clusters Score -1.545786e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14698 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8335 members 
Mstep: Class 6 contains 2566 members 
Mstep: Class 7 contains 197666 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41570 members 
Mstep: Class 10 contains 277239 members 
Mstep: Class 11 contains 59761 members 
Mstep: Class 12 contains 295430 members 
Mstep: Class 13 contains 10390 members 
Mstep: Class 14 contains 31645 members 
Mstep: Class 15 contains 6853 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39683 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22976 members 
Mstep: Class 20 contains 23279 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93163 members 
Mstep: Class 24 contains 78124 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578864.000000 Penalty: 87158.210938
Iteration 289Q: 26 clusters Score -1.545789e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14697 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8335 members 
Mstep: Class 6 contains 2566 members 
Mstep: Class 7 contains 197676 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41573 members 
Mstep: Class 10 contains 277191 members 
Mstep: Class 11 contains 59769 members 
Mstep: Class 12 contains 295461 members 
Mstep: Class 13 contains 10390 members 
Mstep: Class 14 contains 31645 members 
Mstep: Class 15 contains 6853 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39685 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22973 members 
Mstep: Class 20 contains 23278 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93160 members 
Mstep: Class 24 contains 78125 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578848.000000 Penalty: 87158.210938
Iteration 290Q: 26 clusters Score -1.545788e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14697 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8334 members 
Mstep: Class 6 contains 2566 members 
Mstep: Class 7 contains 197686 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41571 members 
Mstep: Class 10 contains 277137 members 
Mstep: Class 11 contains 59773 members 
Mstep: Class 12 contains 295500 members 
Mstep: Class 13 contains 10393 members 
Mstep: Class 14 contains 31643 members 
Mstep: Class 15 contains 6853 members 
Mstep: Class 16 contains 19319 members 
Mstep: Class 17 contains 39688 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22971 members 
Mstep: Class 20 contains 23277 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93161 members 
Mstep: Class 24 contains 78124 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578752.000000 Penalty: 87158.210938
Iteration 291Q: 26 clusters Score -1.545788e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14696 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8333 members 
Mstep: Class 6 contains 2566 members 
Mstep: Class 7 contains 197704 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41566 members 
Mstep: Class 10 contains 277077 members 
Mstep: Class 11 contains 59775 members 
Mstep: Class 12 contains 295525 members 
Mstep: Class 13 contains 10395 members 
Mstep: Class 14 contains 31646 members 
Mstep: Class 15 contains 6853 members 
Mstep: Class 16 contains 19319 members 
Mstep: Class 17 contains 39688 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22971 members 
Mstep: Class 20 contains 23276 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93170 members 
Mstep: Class 24 contains 78126 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578912.000000 Penalty: 87158.210938
Iteration 292Q: 26 clusters Score -1.545789e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14696 members 
Mstep: Class 4 contains 4023 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2566 members 
Mstep: Class 7 contains 197719 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41568 members 
Mstep: Class 10 contains 277025 members 
Mstep: Class 11 contains 59778 members 
Mstep: Class 12 contains 295551 members 
Mstep: Class 13 contains 10397 members 
Mstep: Class 14 contains 31652 members 
Mstep: Class 15 contains 6854 members 
Mstep: Class 16 contains 19319 members 
Mstep: Class 17 contains 39687 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22971 members 
Mstep: Class 20 contains 23275 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93171 members 
Mstep: Class 24 contains 78125 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578816.000000 Penalty: 87158.210938
Iteration 293Q: 26 clusters Score -1.545788e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14697 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2566 members 
Mstep: Class 7 contains 197723 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41570 members 
Mstep: Class 10 contains 276975 members 
Mstep: Class 11 contains 59783 members 
Mstep: Class 12 contains 295575 members 
Mstep: Class 13 contains 10398 members 
Mstep: Class 14 contains 31656 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 16 contains 19318 members 
Mstep: Class 17 contains 39690 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22970 members 
Mstep: Class 20 contains 23274 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93177 members 
Mstep: Class 24 contains 78124 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578784.000000 Penalty: 87158.210938
Iteration 294Q: 26 clusters Score -1.545788e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14698 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 2566 members 
Mstep: Class 7 contains 197724 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41577 members 
Mstep: Class 10 contains 276913 members 
Mstep: Class 11 contains 59789 members 
Mstep: Class 12 contains 295605 members 
Mstep: Class 13 contains 10398 members 
Mstep: Class 14 contains 31662 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 16 contains 19318 members 
Mstep: Class 17 contains 39690 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22970 members 
Mstep: Class 20 contains 23274 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93184 members 
Mstep: Class 24 contains 78124 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578784.000000 Penalty: 87158.210938
Iteration 295Q: 26 clusters Score -1.545788e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14698 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2566 members 
Mstep: Class 7 contains 197727 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41582 members 
Mstep: Class 10 contains 276813 members 
Mstep: Class 11 contains 59792 members 
Mstep: Class 12 contains 295685 members 
Mstep: Class 13 contains 10398 members 
Mstep: Class 14 contains 31664 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 16 contains 19318 members 
Mstep: Class 17 contains 39690 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22969 members 
Mstep: Class 20 contains 23274 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93190 members 
Mstep: Class 24 contains 78125 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578752.000000 Penalty: 87158.210938
Iteration 296Q: 26 clusters Score -1.545788e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14698 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 197741 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41586 members 
Mstep: Class 10 contains 276743 members 
Mstep: Class 11 contains 59799 members 
Mstep: Class 12 contains 295720 members 
Mstep: Class 13 contains 10398 members 
Mstep: Class 14 contains 31664 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 16 contains 19319 members 
Mstep: Class 17 contains 39689 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22969 members 
Mstep: Class 20 contains 23274 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93200 members 
Mstep: Class 24 contains 78129 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578656.000000 Penalty: 87158.210938
Iteration 297Q: 26 clusters Score -1.545787e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14698 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2567 members 
Mstep: Class 7 contains 197739 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41585 members 
Mstep: Class 10 contains 276684 members 
Mstep: Class 11 contains 59800 members 
Mstep: Class 12 contains 295764 members 
Mstep: Class 13 contains 10398 members 
Mstep: Class 14 contains 31666 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39688 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22969 members 
Mstep: Class 20 contains 23274 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93206 members 
Mstep: Class 24 contains 78136 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578688.000000 Penalty: 87158.210938
Iteration 298Q: 26 clusters Score -1.545787e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14697 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2570 members 
Mstep: Class 7 contains 197749 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41590 members 
Mstep: Class 10 contains 276628 members 
Mstep: Class 11 contains 59800 members 
Mstep: Class 12 contains 295800 members 
Mstep: Class 13 contains 10397 members 
Mstep: Class 14 contains 31664 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39688 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22969 members 
Mstep: Class 20 contains 23274 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93209 members 
Mstep: Class 24 contains 78135 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578816.000000 Penalty: 87158.210938
Iteration 299Q: 26 clusters Score -1.545788e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14696 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 197770 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41592 members 
Mstep: Class 10 contains 276565 members 
Mstep: Class 11 contains 59807 members 
Mstep: Class 12 contains 295822 members 
Mstep: Class 13 contains 10395 members 
Mstep: Class 14 contains 31662 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39687 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22970 members 
Mstep: Class 20 contains 23274 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93214 members 
Mstep: Class 24 contains 78140 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578784.000000 Penalty: 87158.210938
Iteration 300F: 26 clusters Score -1.545788e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14698 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2573 members 
Mstep: Class 7 contains 197774 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41591 members 
Mstep: Class 10 contains 276488 members 
Mstep: Class 11 contains 59814 members 
Mstep: Class 12 contains 295880 members 
Mstep: Class 13 contains 10394 members 
Mstep: Class 14 contains 31662 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39687 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22970 members 
Mstep: Class 20 contains 23274 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93219 members 
Mstep: Class 24 contains 78144 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578752.000000 Penalty: 87158.210938
Iteration 301Q: 26 clusters Score -1.545788e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14699 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 197773 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41595 members 
Mstep: Class 10 contains 276400 members 
Mstep: Class 11 contains 59812 members 
Mstep: Class 12 contains 295957 members 
Mstep: Class 13 contains 10395 members 
Mstep: Class 14 contains 31661 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39687 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22968 members 
Mstep: Class 20 contains 23274 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93225 members 
Mstep: Class 24 contains 78148 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578912.000000 Penalty: 87158.210938
Iteration 302Q: 26 clusters Score -1.545789e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14698 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 197772 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41596 members 
Mstep: Class 10 contains 276283 members 
Mstep: Class 11 contains 59815 members 
Mstep: Class 12 contains 296060 members 
Mstep: Class 13 contains 10396 members 
Mstep: Class 14 contains 31666 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39686 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22966 members 
Mstep: Class 20 contains 23274 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93235 members 
Mstep: Class 24 contains 78148 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578816.000000 Penalty: 87158.210938
Iteration 303Q: 26 clusters Score -1.545788e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14700 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 197776 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41600 members 
Mstep: Class 10 contains 276168 members 
Mstep: Class 11 contains 59818 members 
Mstep: Class 12 contains 296148 members 
Mstep: Class 13 contains 10396 members 
Mstep: Class 14 contains 31666 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39685 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22965 members 
Mstep: Class 20 contains 23274 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93243 members 
Mstep: Class 24 contains 78152 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578864.000000 Penalty: 87158.210938
Iteration 304Q: 26 clusters Score -1.545789e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14700 members 
Mstep: Class 4 contains 4023 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2576 members 
Mstep: Class 7 contains 197770 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41601 members 
Mstep: Class 10 contains 276066 members 
Mstep: Class 11 contains 59822 members 
Mstep: Class 12 contains 296226 members 
Mstep: Class 13 contains 10396 members 
Mstep: Class 14 contains 31671 members 
Mstep: Class 15 contains 6856 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39685 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22965 members 
Mstep: Class 20 contains 23274 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93255 members 
Mstep: Class 24 contains 78154 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578848.000000 Penalty: 87158.210938
Iteration 305Q: 26 clusters Score -1.545788e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14701 members 
Mstep: Class 4 contains 4023 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2577 members 
Mstep: Class 7 contains 197779 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41604 members 
Mstep: Class 10 contains 275972 members 
Mstep: Class 11 contains 59829 members 
Mstep: Class 12 contains 296290 members 
Mstep: Class 13 contains 10396 members 
Mstep: Class 14 contains 31674 members 
Mstep: Class 15 contains 6856 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39685 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22966 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93260 members 
Mstep: Class 24 contains 78152 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578848.000000 Penalty: 87158.210938
Iteration 306Q: 26 clusters Score -1.545788e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 5056 members 
Mstep: Class 3 contains 14701 members 
Mstep: Class 4 contains 4023 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2576 members 
Mstep: Class 7 contains 197793 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41607 members 
Mstep: Class 10 contains 275901 members 
Mstep: Class 11 contains 59830 members 
Mstep: Class 12 contains 296320 members 
Mstep: Class 13 contains 10395 members 
Mstep: Class 14 contains 31680 members 
Mstep: Class 15 contains 6857 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39686 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22966 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93275 members 
Mstep: Class 24 contains 78153 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578928.000000 Penalty: 87158.210938
Iteration 307Q: 26 clusters Score -1.545789e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 5056 members 
Mstep: Class 3 contains 14701 members 
Mstep: Class 4 contains 4023 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2577 members 
Mstep: Class 7 contains 197809 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41606 members 
Mstep: Class 10 contains 275829 members 
Mstep: Class 11 contains 59826 members 
Mstep: Class 12 contains 296368 members 
Mstep: Class 13 contains 10394 members 
Mstep: Class 14 contains 31680 members 
Mstep: Class 15 contains 6860 members 
Mstep: Class 16 contains 19321 members 
Mstep: Class 17 contains 39687 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22965 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93284 members 
Mstep: Class 24 contains 78152 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578704.000000 Penalty: 87158.210938
Iteration 308Q: 26 clusters Score -1.545787e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 5056 members 
Mstep: Class 3 contains 14701 members 
Mstep: Class 4 contains 4023 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 2577 members 
Mstep: Class 7 contains 197829 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41603 members 
Mstep: Class 10 contains 275773 members 
Mstep: Class 11 contains 59825 members 
Mstep: Class 12 contains 296387 members 
Mstep: Class 13 contains 10393 members 
Mstep: Class 14 contains 31684 members 
Mstep: Class 15 contains 6863 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39687 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22963 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93293 members 
Mstep: Class 24 contains 78153 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578704.000000 Penalty: 87158.210938
Iteration 309Q: 26 clusters Score -1.545787e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 5056 members 
Mstep: Class 3 contains 14700 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 2577 members 
Mstep: Class 7 contains 197862 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41591 members 
Mstep: Class 10 contains 275725 members 
Mstep: Class 11 contains 59825 members 
Mstep: Class 12 contains 296395 members 
Mstep: Class 13 contains 10391 members 
Mstep: Class 14 contains 31686 members 
Mstep: Class 15 contains 6865 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39686 members 
Mstep: Class 18 contains 9469 members 
Mstep: Class 19 contains 22962 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93307 members 
Mstep: Class 24 contains 78158 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578784.000000 Penalty: 87158.210938
Iteration 310Q: 26 clusters Score -1.545788e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 5056 members 
Mstep: Class 3 contains 14701 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 2577 members 
Mstep: Class 7 contains 197910 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41584 members 
Mstep: Class 10 contains 275677 members 
Mstep: Class 11 contains 59822 members 
Mstep: Class 12 contains 296403 members 
Mstep: Class 13 contains 10391 members 
Mstep: Class 14 contains 31684 members 
Mstep: Class 15 contains 6866 members 
Mstep: Class 16 contains 19321 members 
Mstep: Class 17 contains 39685 members 
Mstep: Class 18 contains 9469 members 
Mstep: Class 19 contains 22960 members 
Mstep: Class 20 contains 23269 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93312 members 
Mstep: Class 24 contains 78161 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578880.000000 Penalty: 87158.210938
Iteration 311Q: 26 clusters Score -1.545789e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 5056 members 
Mstep: Class 3 contains 14702 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 197943 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41584 members 
Mstep: Class 10 contains 275639 members 
Mstep: Class 11 contains 59822 members 
Mstep: Class 12 contains 296407 members 
Mstep: Class 13 contains 10395 members 
Mstep: Class 14 contains 31683 members 
Mstep: Class 15 contains 6869 members 
Mstep: Class 16 contains 19321 members 
Mstep: Class 17 contains 39685 members 
Mstep: Class 18 contains 9469 members 
Mstep: Class 19 contains 22959 members 
Mstep: Class 20 contains 23268 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93313 members 
Mstep: Class 24 contains 78160 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578752.000000 Penalty: 87158.210938
Iteration 312Q: 26 clusters Score -1.545788e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14702 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 197978 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41587 members 
Mstep: Class 10 contains 275579 members 
Mstep: Class 11 contains 59832 members 
Mstep: Class 12 contains 296406 members 
Mstep: Class 13 contains 10396 members 
Mstep: Class 14 contains 31681 members 
Mstep: Class 15 contains 6872 members 
Mstep: Class 16 contains 19321 members 
Mstep: Class 17 contains 39683 members 
Mstep: Class 18 contains 9469 members 
Mstep: Class 19 contains 22959 members 
Mstep: Class 20 contains 23268 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93322 members 
Mstep: Class 24 contains 78158 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578784.000000 Penalty: 87158.210938
Iteration 313Q: 26 clusters Score -1.545788e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14702 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 198001 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41587 members 
Mstep: Class 10 contains 275502 members 
Mstep: Class 11 contains 59833 members 
Mstep: Class 12 contains 296452 members 
Mstep: Class 13 contains 10394 members 
Mstep: Class 14 contains 31678 members 
Mstep: Class 15 contains 6876 members 
Mstep: Class 16 contains 19321 members 
Mstep: Class 17 contains 39684 members 
Mstep: Class 18 contains 9469 members 
Mstep: Class 19 contains 22960 members 
Mstep: Class 20 contains 23268 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93329 members 
Mstep: Class 24 contains 78152 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578848.000000 Penalty: 87158.210938
Iteration 314Q: 26 clusters Score -1.545788e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14703 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 198009 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41590 members 
Mstep: Class 10 contains 275439 members 
Mstep: Class 11 contains 59832 members 
Mstep: Class 12 contains 296483 members 
Mstep: Class 13 contains 10396 members 
Mstep: Class 14 contains 31680 members 
Mstep: Class 15 contains 6881 members 
Mstep: Class 16 contains 19321 members 
Mstep: Class 17 contains 39686 members 
Mstep: Class 18 contains 9469 members 
Mstep: Class 19 contains 22958 members 
Mstep: Class 20 contains 23269 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93331 members 
Mstep: Class 24 contains 78156 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578848.000000 Penalty: 87158.210938
Iteration 315Q: 26 clusters Score -1.545788e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14705 members 
Mstep: Class 4 contains 4023 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 198015 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41587 members 
Mstep: Class 10 contains 275373 members 
Mstep: Class 11 contains 59829 members 
Mstep: Class 12 contains 296532 members 
Mstep: Class 13 contains 10396 members 
Mstep: Class 14 contains 31679 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 16 contains 19321 members 
Mstep: Class 17 contains 39688 members 
Mstep: Class 18 contains 9468 members 
Mstep: Class 19 contains 22957 members 
Mstep: Class 20 contains 23269 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93339 members 
Mstep: Class 24 contains 78154 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578704.000000 Penalty: 87158.210938
Iteration 316Q: 26 clusters Score -1.545787e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14705 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 198027 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41589 members 
Mstep: Class 10 contains 275322 members 
Mstep: Class 11 contains 59826 members 
Mstep: Class 12 contains 296579 members 
Mstep: Class 13 contains 10395 members 
Mstep: Class 14 contains 31675 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 19321 members 
Mstep: Class 17 contains 39689 members 
Mstep: Class 18 contains 9468 members 
Mstep: Class 19 contains 22957 members 
Mstep: Class 20 contains 23269 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93339 members 
Mstep: Class 24 contains 78147 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578784.000000 Penalty: 87158.210938
Iteration 317Q: 26 clusters Score -1.545788e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14705 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 198034 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41593 members 
Mstep: Class 10 contains 275240 members 
Mstep: Class 11 contains 59832 members 
Mstep: Class 12 contains 296647 members 
Mstep: Class 13 contains 10394 members 
Mstep: Class 14 contains 31671 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 19321 members 
Mstep: Class 17 contains 39687 members 
Mstep: Class 18 contains 9468 members 
Mstep: Class 19 contains 22957 members 
Mstep: Class 20 contains 23269 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93339 members 
Mstep: Class 24 contains 78144 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578816.000000 Penalty: 87158.210938
Iteration 318Q: 26 clusters Score -1.545788e+08 nChanged 221
Entering ConstructFrom: 
Score: -154578816.000000 Penalty: 87158.210938
Entering ConstructFrom: 
Trying to split cluster 1 (25989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Entering Unmasked Estep 
Score: -3235886.500000 Penalty: 2521.026367
	Iteration 0F: 2 clusters Score -3235886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -3217934.250000 Penalty: 5042.052734
	Iteration 0F: 3 clusters Score -3217934 nChanged 11666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -3224448.250000 Penalty: 5042.052734
	Iteration 1F: 3 clusters Score -3224448 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -3224908.250000 Penalty: 5042.052734
	Iteration 2F: 3 clusters Score -3224908 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -3225331.500000 Penalty: 5042.052734
	Iteration 3Q: 3 clusters Score -3225332 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -3225779.000000 Penalty: 5042.052734
	Iteration 4Q: 3 clusters Score -3225779 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -3226248.750000 Penalty: 5042.052734
	Iteration 5Q: 3 clusters Score -3226249 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -3226795.000000 Penalty: 5042.052734
	Iteration 6Q: 3 clusters Score -3226795 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -3227408.000000 Penalty: 5042.052734
	Iteration 7Q: 3 clusters Score -3227408 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -3228106.500000 Penalty: 5042.052734
	Iteration 8Q: 3 clusters Score -3228106 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -3228915.750000 Penalty: 5042.052734
	Iteration 9F: 3 clusters Score -3228916 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -3229702.000000 Penalty: 5042.052734
	Iteration 10Q: 3 clusters Score -3229702 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -3230387.750000 Penalty: 5042.052734
	Iteration 11Q: 3 clusters Score -3230388 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -3230941.750000 Penalty: 5042.052734
	Iteration 12Q: 3 clusters Score -3230942 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3231290.000000 Penalty: 5042.052734
	Iteration 13Q: 3 clusters Score -3231290 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3231595.250000 Penalty: 5042.052734
	Iteration 14Q: 3 clusters Score -3231595 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -3231849.000000 Penalty: 5042.052734
	Iteration 15Q: 3 clusters Score -3231849 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -3232109.500000 Penalty: 5042.052734
	Iteration 16Q: 3 clusters Score -3232110 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -3232381.000000 Penalty: 5042.052734
	Iteration 17Q: 3 clusters Score -3232381 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -3232589.500000 Penalty: 5042.052734
	Iteration 18Q: 3 clusters Score -3232590 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -3232748.000000 Penalty: 5042.052734
	Iteration 19Q: 3 clusters Score -3232748 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -3232865.500000 Penalty: 5042.052734
	Iteration 20F: 3 clusters Score -3232866 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -3232958.750000 Penalty: 5042.052734
	Iteration 21Q: 3 clusters Score -3232959 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -3233038.750000 Penalty: 5042.052734
	Iteration 22Q: 3 clusters Score -3233039 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -3233107.500000 Penalty: 5042.052734
	Iteration 23Q: 3 clusters Score -3233108 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3233140.750000 Penalty: 5042.052734
	Iteration 24Q: 3 clusters Score -3233141 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -3233168.000000 Penalty: 5042.052734
	Iteration 25Q: 3 clusters Score -3233168 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -3233196.500000 Penalty: 5042.052734
	Iteration 26Q: 3 clusters Score -3233196 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3233196.000000 Penalty: 5042.052734
	Iteration 27Q: 3 clusters Score -3233196 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -3233213.250000 Penalty: 5042.052734
	Iteration 28Q: 3 clusters Score -3233213 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -3233209.000000 Penalty: 5042.052734
	Iteration 29Q: 3 clusters Score -3233209 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -3233229.250000 Penalty: 5042.052734
	Iteration 30Q: 3 clusters Score -3233229 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -3233228.000000 Penalty: 5042.052734
	Iteration 31Q: 3 clusters Score -3233228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -3233238.500000 Penalty: 5042.052734
	Iteration 32Q: 3 clusters Score -3233238 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -3233250.250000 Penalty: 5042.052734
	Iteration 33Q: 3 clusters Score -3233250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -3233258.500000 Penalty: 5042.052734
	Iteration 34Q: 3 clusters Score -3233258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -3233255.500000 Penalty: 5042.052734
	Iteration 35Q: 3 clusters Score -3233256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3233260.000000 Penalty: 5042.052734
	Iteration 36Q: 3 clusters Score -3233260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3233264.000000 Penalty: 5042.052734
	Iteration 37Q: 3 clusters Score -3233264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3233266.250000 Penalty: 5042.052734
	Iteration 38Q: 3 clusters Score -3233266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -3233265.500000 Penalty: 5042.052734
	Iteration 39Q: 3 clusters Score -3233266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -3233268.500000 Penalty: 5042.052734
	Iteration 40F: 3 clusters Score -3233268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3233259.250000 Penalty: 5042.052734
	Iteration 41Q: 3 clusters Score -3233259 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -3233260.000000 Penalty: 5042.052734
	Iteration 42Q: 3 clusters Score -3233260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3233273.500000 Penalty: 5042.052734
	Iteration 43Q: 3 clusters Score -3233274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -3233274.250000 Penalty: 5042.052734
	Iteration 44Q: 3 clusters Score -3233274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -3233277.250000 Penalty: 5042.052734
	Iteration 45Q: 3 clusters Score -3233277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3233288.000000 Penalty: 5042.052734
	Iteration 46Q: 3 clusters Score -3233288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3233291.750000 Penalty: 5042.052734
	Iteration 47Q: 3 clusters Score -3233292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -3233291.000000 Penalty: 5042.052734
	Iteration 48Q: 3 clusters Score -3233291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -3233285.750000 Penalty: 5042.052734
	Iteration 49Q: 3 clusters Score -3233286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3233294.750000 Penalty: 5042.052734
	Iteration 50Q: 3 clusters Score -3233295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -3233294.000000 Penalty: 5042.052734
	Iteration 51Q: 3 clusters Score -3233294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -3233296.750000 Penalty: 5042.052734
	Iteration 52Q: 3 clusters Score -3233297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -3233294.250000 Penalty: 5042.052734
	Iteration 53Q: 3 clusters Score -3233294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -3233291.500000 Penalty: 5042.052734
	Iteration 54Q: 3 clusters Score -3233292 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -3233285.000000 Penalty: 5042.052734
	Iteration 55Q: 3 clusters Score -3233285 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -3233297.000000 Penalty: 5042.052734
	Iteration 56Q: 3 clusters Score -3233297 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -3233302.500000 Penalty: 5042.052734
	Iteration 57Q: 3 clusters Score -3233302 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -3233318.000000 Penalty: 5042.052734
	Iteration 58Q: 3 clusters Score -3233318 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -3233332.750000 Penalty: 5042.052734
	Iteration 59Q: 3 clusters Score -3233333 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -3233352.000000 Penalty: 5042.052734
	Iteration 60F: 3 clusters Score -3233352 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -3233359.000000 Penalty: 5042.052734
	Iteration 61Q: 3 clusters Score -3233359 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -3233373.000000 Penalty: 5042.052734
	Iteration 62Q: 3 clusters Score -3233373 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -3233388.750000 Penalty: 5042.052734
	Iteration 63Q: 3 clusters Score -3233389 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -3233420.250000 Penalty: 5042.052734
	Iteration 64Q: 3 clusters Score -3233420 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -3233451.750000 Penalty: 5042.052734
	Iteration 65Q: 3 clusters Score -3233452 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -3233474.250000 Penalty: 5042.052734
	Iteration 66Q: 3 clusters Score -3233474 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -3233519.000000 Penalty: 5042.052734
	Iteration 67Q: 3 clusters Score -3233519 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -3233590.000000 Penalty: 5042.052734
	Iteration 68Q: 3 clusters Score -3233590 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -3233642.000000 Penalty: 5042.052734
	Iteration 69Q: 3 clusters Score -3233642 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -3233704.000000 Penalty: 5042.052734
	Iteration 70Q: 3 clusters Score -3233704 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -3233774.000000 Penalty: 5042.052734
	Iteration 71Q: 3 clusters Score -3233774 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -3233844.750000 Penalty: 5042.052734
	Iteration 72Q: 3 clusters Score -3233845 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -3233892.250000 Penalty: 5042.052734
	Iteration 73Q: 3 clusters Score -3233892 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -3233947.000000 Penalty: 5042.052734
	Iteration 74Q: 3 clusters Score -3233947 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -3234007.750000 Penalty: 5042.052734
	Iteration 75Q: 3 clusters Score -3234008 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -3234068.750000 Penalty: 5042.052734
	Iteration 76Q: 3 clusters Score -3234069 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -3234116.000000 Penalty: 5042.052734
	Iteration 77Q: 3 clusters Score -3234116 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3234160.000000 Penalty: 5042.052734
	Iteration 78Q: 3 clusters Score -3234160 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -3234190.750000 Penalty: 5042.052734
	Iteration 79Q: 3 clusters Score -3234191 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -3234233.000000 Penalty: 5042.052734
	Iteration 80F: 3 clusters Score -3234233 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -3234265.500000 Penalty: 5042.052734
	Iteration 81Q: 3 clusters Score -3234266 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -3234281.500000 Penalty: 5042.052734
	Iteration 82Q: 3 clusters Score -3234282 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -3234300.000000 Penalty: 5042.052734
	Iteration 83Q: 3 clusters Score -3234300 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -3234315.250000 Penalty: 5042.052734
	Iteration 84Q: 3 clusters Score -3234315 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -3234318.750000 Penalty: 5042.052734
	Iteration 85Q: 3 clusters Score -3234319 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -3234324.750000 Penalty: 5042.052734
	Iteration 86Q: 3 clusters Score -3234325 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -3234345.250000 Penalty: 5042.052734
	Iteration 87Q: 3 clusters Score -3234345 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -3234340.500000 Penalty: 5042.052734
	Iteration 88Q: 3 clusters Score -3234340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3234343.500000 Penalty: 5042.052734
	Iteration 89Q: 3 clusters Score -3234344 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -3234359.250000 Penalty: 5042.052734
	Iteration 90Q: 3 clusters Score -3234359 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -3234359.000000 Penalty: 5042.052734
	Iteration 91Q: 3 clusters Score -3234359 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -3234363.000000 Penalty: 5042.052734
	Iteration 92Q: 3 clusters Score -3234363 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -3234363.250000 Penalty: 5042.052734
	Iteration 93Q: 3 clusters Score -3234363 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -3234375.750000 Penalty: 5042.052734
	Iteration 94Q: 3 clusters Score -3234376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -3234384.000000 Penalty: 5042.052734
	Iteration 95Q: 3 clusters Score -3234384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -3234382.000000 Penalty: 5042.052734
	Iteration 96Q: 3 clusters Score -3234382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -3234383.500000 Penalty: 5042.052734
	Iteration 97Q: 3 clusters Score -3234384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -3234387.750000 Penalty: 5042.052734
	Iteration 98Q: 3 clusters Score -3234388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -3234396.250000 Penalty: 5042.052734
	Iteration 99Q: 3 clusters Score -3234396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -3234395.000000 Penalty: 5042.052734
	Iteration 100F: 3 clusters Score -3234395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3234398.000000 Penalty: 5042.052734
	Iteration 101Q: 3 clusters Score -3234398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -3234400.750000 Penalty: 5042.052734
	Iteration 102Q: 3 clusters Score -3234401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -3234401.500000 Penalty: 5042.052734
	Iteration 103Q: 3 clusters Score -3234402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -3234402.250000 Penalty: 5042.052734
	Iteration 104Q: 3 clusters Score -3234402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3234399.250000 Penalty: 5042.052734
	Iteration 105Q: 3 clusters Score -3234399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -3234400.000000 Penalty: 5042.052734
	Iteration 106Q: 3 clusters Score -3234400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -3234404.250000 Penalty: 5042.052734
	Iteration 107Q: 3 clusters Score -3234404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -3234406.750000 Penalty: 5042.052734
	Iteration 108Q: 3 clusters Score -3234407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -3234405.500000 Penalty: 5042.052734
	Iteration 109Q: 3 clusters Score -3234406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -3234405.750000 Penalty: 5042.052734
	Iteration 110Q: 3 clusters Score -3234406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -3234403.500000 Penalty: 5042.052734
	Iteration 111Q: 3 clusters Score -3234404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -3234401.750000 Penalty: 5042.052734
	Iteration 112Q: 3 clusters Score -3234402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -3234401.750000 Penalty: 5042.052734
	Iteration 113F: 3 clusters Score -3234402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Entering Unmasked Estep 
Score: -500136.531250 Penalty: 2114.977051
	Iteration 0F: 2 clusters Score -500136.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -495667.000000 Penalty: 4229.954102
	Iteration 0F: 3 clusters Score -495667 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -496888.437500 Penalty: 4229.954102
	Iteration 1F: 3 clusters Score -496888.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -497375.093750 Penalty: 4229.954102
	Iteration 2F: 3 clusters Score -497375.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -497879.312500 Penalty: 4229.954102
	Iteration 3F: 3 clusters Score -497879.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -498609.750000 Penalty: 4229.954102
	Iteration 4F: 3 clusters Score -498609.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -499376.843750 Penalty: 4229.954102
	Iteration 5F: 3 clusters Score -499376.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -499852.718750 Penalty: 4229.954102
	Iteration 6F: 3 clusters Score -499852.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -500103.562500 Penalty: 4229.954102
	Iteration 7Q: 3 clusters Score -500103.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -500242.687500 Penalty: 4229.954102
	Iteration 8Q: 3 clusters Score -500242.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -500305.343750 Penalty: 4229.954102
	Iteration 9Q: 3 clusters Score -500305.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -500339.687500 Penalty: 4229.954102
	Iteration 10Q: 3 clusters Score -500339.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -500370.500000 Penalty: 4229.954102
	Iteration 11Q: 3 clusters Score -500370.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -500394.625000 Penalty: 4229.954102
	Iteration 12Q: 3 clusters Score -500394.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -500414.156250 Penalty: 4229.954102
	Iteration 13Q: 3 clusters Score -500414.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -500426.906250 Penalty: 4229.954102
	Iteration 14Q: 3 clusters Score -500426.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -500435.375000 Penalty: 4229.954102
	Iteration 15Q: 3 clusters Score -500435.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -500439.468750 Penalty: 4229.954102
	Iteration 16Q: 3 clusters Score -500439.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -500439.531250 Penalty: 4229.954102
	Iteration 17Q: 3 clusters Score -500439.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -500440.968750 Penalty: 4229.954102
	Iteration 18Q: 3 clusters Score -500441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -500441.062500 Penalty: 4229.954102
	Iteration 19Q: 3 clusters Score -500441.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -500441.156250 Penalty: 4229.954102
	Iteration 20F: 3 clusters Score -500441.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -500441.906250 Penalty: 4229.954102
	Iteration 21Q: 3 clusters Score -500441.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -500441.906250 Penalty: 4229.954102
	Iteration 22F: 3 clusters Score -500441.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 1453 members 
Mstep: Class 3 contains 14706 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 198048 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41601 members 
Mstep: Class 10 contains 275169 members 
Mstep: Class 11 contains 59835 members 
Mstep: Class 12 contains 296690 members 
Mstep: Class 13 contains 10394 members 
Mstep: Class 14 contains 31671 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39686 members 
Mstep: Class 18 contains 9468 members 
Mstep: Class 19 contains 22957 members 
Mstep: Class 20 contains 23269 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93344 members 
Mstep: Class 24 contains 78140 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 3602 members 
Entering Unmasked Estep 
Score: -154578416.000000 Penalty: 90644.539062
Splitting cluster 2 changes total score from -154578816.000000 to -154578416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (14706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Entering Unmasked Estep 
Score: -1758930.000000 Penalty: 2379.810791
	Iteration 0F: 2 clusters Score -1758930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1748227.000000 Penalty: 4759.621582
	Iteration 0F: 3 clusters Score -1748227 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1751649.250000 Penalty: 4759.621582
	Iteration 1F: 3 clusters Score -1751649 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1752131.375000 Penalty: 4759.621582
	Iteration 2F: 3 clusters Score -1752131 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1752568.625000 Penalty: 4759.621582
	Iteration 3F: 3 clusters Score -1752569 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1752986.500000 Penalty: 4759.621582
	Iteration 4F: 3 clusters Score -1752986 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1753393.250000 Penalty: 4759.621582
	Iteration 5Q: 3 clusters Score -1753393 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1753797.500000 Penalty: 4759.621582
	Iteration 6Q: 3 clusters Score -1753798 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1754153.000000 Penalty: 4759.621582
	Iteration 7Q: 3 clusters Score -1754153 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1754477.625000 Penalty: 4759.621582
	Iteration 8Q: 3 clusters Score -1754478 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1754783.250000 Penalty: 4759.621582
	Iteration 9Q: 3 clusters Score -1754783 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1755049.125000 Penalty: 4759.621582
	Iteration 10Q: 3 clusters Score -1755049 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1755318.375000 Penalty: 4759.621582
	Iteration 11Q: 3 clusters Score -1755318 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1755583.125000 Penalty: 4759.621582
	Iteration 12Q: 3 clusters Score -1755583 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1755824.625000 Penalty: 4759.621582
	Iteration 13Q: 3 clusters Score -1755825 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1756075.125000 Penalty: 4759.621582
	Iteration 14Q: 3 clusters Score -1756075 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1756296.250000 Penalty: 4759.621582
	Iteration 15Q: 3 clusters Score -1756296 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1756464.250000 Penalty: 4759.621582
	Iteration 16Q: 3 clusters Score -1756464 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1756603.875000 Penalty: 4759.621582
	Iteration 17Q: 3 clusters Score -1756604 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1756731.125000 Penalty: 4759.621582
	Iteration 18Q: 3 clusters Score -1756731 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1756851.500000 Penalty: 4759.621582
	Iteration 19Q: 3 clusters Score -1756852 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1756950.000000 Penalty: 4759.621582
	Iteration 20F: 3 clusters Score -1756950 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1757037.375000 Penalty: 4759.621582
	Iteration 21Q: 3 clusters Score -1757037 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1757118.625000 Penalty: 4759.621582
	Iteration 22Q: 3 clusters Score -1757119 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1757176.625000 Penalty: 4759.621582
	Iteration 23Q: 3 clusters Score -1757177 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1757232.250000 Penalty: 4759.621582
	Iteration 24Q: 3 clusters Score -1757232 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1757272.125000 Penalty: 4759.621582
	Iteration 25Q: 3 clusters Score -1757272 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1757299.000000 Penalty: 4759.621582
	Iteration 26Q: 3 clusters Score -1757299 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1757319.875000 Penalty: 4759.621582
	Iteration 27Q: 3 clusters Score -1757320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1757336.750000 Penalty: 4759.621582
	Iteration 28Q: 3 clusters Score -1757337 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1757355.625000 Penalty: 4759.621582
	Iteration 29Q: 3 clusters Score -1757356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1757372.625000 Penalty: 4759.621582
	Iteration 30Q: 3 clusters Score -1757373 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1757387.250000 Penalty: 4759.621582
	Iteration 31Q: 3 clusters Score -1757387 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1757403.000000 Penalty: 4759.621582
	Iteration 32Q: 3 clusters Score -1757403 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1757422.500000 Penalty: 4759.621582
	Iteration 33Q: 3 clusters Score -1757422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1757436.500000 Penalty: 4759.621582
	Iteration 34Q: 3 clusters Score -1757436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1757446.250000 Penalty: 4759.621582
	Iteration 35Q: 3 clusters Score -1757446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1757457.125000 Penalty: 4759.621582
	Iteration 36Q: 3 clusters Score -1757457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1757462.625000 Penalty: 4759.621582
	Iteration 37Q: 3 clusters Score -1757463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1757467.750000 Penalty: 4759.621582
	Iteration 38Q: 3 clusters Score -1757468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1757470.625000 Penalty: 4759.621582
	Iteration 39Q: 3 clusters Score -1757471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1757467.500000 Penalty: 4759.621582
	Iteration 40F: 3 clusters Score -1757468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1757471.875000 Penalty: 4759.621582
	Iteration 41Q: 3 clusters Score -1757472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1757476.125000 Penalty: 4759.621582
	Iteration 42Q: 3 clusters Score -1757476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1757477.125000 Penalty: 4759.621582
	Iteration 43Q: 3 clusters Score -1757477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1757477.500000 Penalty: 4759.621582
	Iteration 44Q: 3 clusters Score -1757478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1757476.500000 Penalty: 4759.621582
	Iteration 45Q: 3 clusters Score -1757476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1757477.250000 Penalty: 4759.621582
	Iteration 46Q: 3 clusters Score -1757477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1757481.375000 Penalty: 4759.621582
	Iteration 47Q: 3 clusters Score -1757481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1757479.250000 Penalty: 4759.621582
	Iteration 48Q: 3 clusters Score -1757479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1757479.250000 Penalty: 4759.621582
	Iteration 49F: 3 clusters Score -1757479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Entering Unmasked Estep 
Score: -466611.656250 Penalty: 2058.284668
	Iteration 0F: 2 clusters Score -466611.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -462741.125000 Penalty: 4116.569336
	Iteration 0F: 3 clusters Score -462741.1 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -463888.812500 Penalty: 4116.569336
	Iteration 1F: 3 clusters Score -463888.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -464351.437500 Penalty: 4116.569336
	Iteration 2F: 3 clusters Score -464351.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -464756.156250 Penalty: 4116.569336
	Iteration 3F: 3 clusters Score -464756.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -465221.781250 Penalty: 4116.569336
	Iteration 4F: 3 clusters Score -465221.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -465670.625000 Penalty: 4116.569336
	Iteration 5F: 3 clusters Score -465670.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -466030.031250 Penalty: 4116.569336
	Iteration 6F: 3 clusters Score -466030 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -466262.218750 Penalty: 4116.569336
	Iteration 7Q: 3 clusters Score -466262.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -466428.000000 Penalty: 4116.569336
	Iteration 8Q: 3 clusters Score -466428 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -466512.250000 Penalty: 4116.569336
	Iteration 9Q: 3 clusters Score -466512.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -466547.875000 Penalty: 4116.569336
	Iteration 10Q: 3 clusters Score -466547.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -466564.375000 Penalty: 4116.569336
	Iteration 11Q: 3 clusters Score -466564.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -466569.156250 Penalty: 4116.569336
	Iteration 12Q: 3 clusters Score -466569.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -466572.656250 Penalty: 4116.569336
	Iteration 13Q: 3 clusters Score -466572.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -466576.062500 Penalty: 4116.569336
	Iteration 14Q: 3 clusters Score -466576.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -466580.593750 Penalty: 4116.569336
	Iteration 15Q: 3 clusters Score -466580.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -466585.031250 Penalty: 4116.569336
	Iteration 16Q: 3 clusters Score -466585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -466586.968750 Penalty: 4116.569336
	Iteration 17Q: 3 clusters Score -466587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -466590.937500 Penalty: 4116.569336
	Iteration 18Q: 3 clusters Score -466590.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -466593.906250 Penalty: 4116.569336
	Iteration 19Q: 3 clusters Score -466593.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -466596.343750 Penalty: 4116.569336
	Iteration 20F: 3 clusters Score -466596.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Entering Unmasked Estep 
Score: -908427.625000 Penalty: 2238.849365
	Iteration 0F: 2 clusters Score -908427.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -901858.250000 Penalty: 4477.698730
	Iteration 0F: 3 clusters Score -901858.2 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -903725.750000 Penalty: 4477.698730
	Iteration 1F: 3 clusters Score -903725.8 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -904094.250000 Penalty: 4477.698730
	Iteration 2F: 3 clusters Score -904094.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -904414.062500 Penalty: 4477.698730
	Iteration 3F: 3 clusters Score -904414.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -904662.437500 Penalty: 4477.698730
	Iteration 4F: 3 clusters Score -904662.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -904858.125000 Penalty: 4477.698730
	Iteration 5Q: 3 clusters Score -904858.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -905032.250000 Penalty: 4477.698730
	Iteration 6Q: 3 clusters Score -905032.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -905194.687500 Penalty: 4477.698730
	Iteration 7Q: 3 clusters Score -905194.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -905323.187500 Penalty: 4477.698730
	Iteration 8Q: 3 clusters Score -905323.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -905442.562500 Penalty: 4477.698730
	Iteration 9Q: 3 clusters Score -905442.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -905560.937500 Penalty: 4477.698730
	Iteration 10Q: 3 clusters Score -905560.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -905687.437500 Penalty: 4477.698730
	Iteration 11Q: 3 clusters Score -905687.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -905791.000000 Penalty: 4477.698730
	Iteration 12Q: 3 clusters Score -905791 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -905869.437500 Penalty: 4477.698730
	Iteration 13Q: 3 clusters Score -905869.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -905929.687500 Penalty: 4477.698730
	Iteration 14Q: 3 clusters Score -905929.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -905992.625000 Penalty: 4477.698730
	Iteration 15Q: 3 clusters Score -905992.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -906062.437500 Penalty: 4477.698730
	Iteration 16Q: 3 clusters Score -906062.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -906153.500000 Penalty: 4477.698730
	Iteration 17Q: 3 clusters Score -906153.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -906253.500000 Penalty: 4477.698730
	Iteration 18Q: 3 clusters Score -906253.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -906371.625000 Penalty: 4477.698730
	Iteration 19Q: 3 clusters Score -906371.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -906450.187500 Penalty: 4477.698730
	Iteration 20F: 3 clusters Score -906450.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -906511.937500 Penalty: 4477.698730
	Iteration 21Q: 3 clusters Score -906511.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -906554.437500 Penalty: 4477.698730
	Iteration 22Q: 3 clusters Score -906554.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -906592.812500 Penalty: 4477.698730
	Iteration 23Q: 3 clusters Score -906592.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -906631.312500 Penalty: 4477.698730
	Iteration 24Q: 3 clusters Score -906631.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -906655.937500 Penalty: 4477.698730
	Iteration 25Q: 3 clusters Score -906655.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -906669.625000 Penalty: 4477.698730
	Iteration 26Q: 3 clusters Score -906669.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -906684.250000 Penalty: 4477.698730
	Iteration 27Q: 3 clusters Score -906684.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -906700.437500 Penalty: 4477.698730
	Iteration 28Q: 3 clusters Score -906700.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -906713.875000 Penalty: 4477.698730
	Iteration 29Q: 3 clusters Score -906713.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -906726.250000 Penalty: 4477.698730
	Iteration 30Q: 3 clusters Score -906726.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -906737.500000 Penalty: 4477.698730
	Iteration 31Q: 3 clusters Score -906737.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -906746.312500 Penalty: 4477.698730
	Iteration 32Q: 3 clusters Score -906746.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -906751.375000 Penalty: 4477.698730
	Iteration 33Q: 3 clusters Score -906751.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -906758.375000 Penalty: 4477.698730
	Iteration 34Q: 3 clusters Score -906758.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -906766.187500 Penalty: 4477.698730
	Iteration 35Q: 3 clusters Score -906766.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -906770.687500 Penalty: 4477.698730
	Iteration 36Q: 3 clusters Score -906770.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -906774.937500 Penalty: 4477.698730
	Iteration 37Q: 3 clusters Score -906774.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -906779.687500 Penalty: 4477.698730
	Iteration 38Q: 3 clusters Score -906779.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -906786.625000 Penalty: 4477.698730
	Iteration 39Q: 3 clusters Score -906786.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -906789.000000 Penalty: 4477.698730
	Iteration 40F: 3 clusters Score -906789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -906790.000000 Penalty: 4477.698730
	Iteration 41Q: 3 clusters Score -906790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -906790.875000 Penalty: 4477.698730
	Iteration 42Q: 3 clusters Score -906790.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -906790.875000 Penalty: 4477.698730
	Iteration 43F: 3 clusters Score -906790.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Entering Unmasked Estep 
Score: -290174.468750 Penalty: 1948.078857
	Iteration 0F: 2 clusters Score -290174.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -287254.031250 Penalty: 3896.157715
	Iteration 0F: 3 clusters Score -287254 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -287930.093750 Penalty: 3896.157715
	Iteration 1F: 3 clusters Score -287930.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -288110.937500 Penalty: 3896.157715
	Iteration 2F: 3 clusters Score -288110.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -288208.937500 Penalty: 3896.157715
	Iteration 3Q: 3 clusters Score -288208.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -288286.062500 Penalty: 3896.157715
	Iteration 4Q: 3 clusters Score -288286.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -288340.250000 Penalty: 3896.157715
	Iteration 5Q: 3 clusters Score -288340.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -288391.937500 Penalty: 3896.157715
	Iteration 6Q: 3 clusters Score -288391.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -288434.312500 Penalty: 3896.157715
	Iteration 7Q: 3 clusters Score -288434.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -288470.781250 Penalty: 3896.157715
	Iteration 8Q: 3 clusters Score -288470.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -288495.312500 Penalty: 3896.157715
	Iteration 9Q: 3 clusters Score -288495.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -288517.093750 Penalty: 3896.157715
	Iteration 10Q: 3 clusters Score -288517.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -288527.656250 Penalty: 3896.157715
	Iteration 11Q: 3 clusters Score -288527.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -288537.531250 Penalty: 3896.157715
	Iteration 12Q: 3 clusters Score -288537.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -288544.687500 Penalty: 3896.157715
	Iteration 13Q: 3 clusters Score -288544.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -288550.031250 Penalty: 3896.157715
	Iteration 14Q: 3 clusters Score -288550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -288553.656250 Penalty: 3896.157715
	Iteration 15Q: 3 clusters Score -288553.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -288556.250000 Penalty: 3896.157715
	Iteration 16Q: 3 clusters Score -288556.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -288559.437500 Penalty: 3896.157715
	Iteration 17Q: 3 clusters Score -288559.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -288561.312500 Penalty: 3896.157715
	Iteration 18Q: 3 clusters Score -288561.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -288561.656250 Penalty: 3896.157715
	Iteration 19Q: 3 clusters Score -288561.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -288562.031250 Penalty: 3896.157715
	Iteration 20F: 3 clusters Score -288562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -288562.437500 Penalty: 3896.157715
	Iteration 21Q: 3 clusters Score -288562.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -288562.593750 Penalty: 3896.157715
	Iteration 22Q: 3 clusters Score -288562.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -288562.593750 Penalty: 3896.157715
	Iteration 23F: 3 clusters Score -288562.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (198048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198048 members 
Entering Unmasked Estep 
Score: -24750450.000000 Penalty: 3024.673584
	Iteration 0F: 2 clusters Score -2.475045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99120 members 
Mstep: Class 2 contains 98928 members 
Entering Unmasked Estep 
Score: -24623542.000000 Penalty: 6049.347168
	Iteration 0F: 3 clusters Score -2.462354e+07 nChanged 95305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100753 members 
Mstep: Class 2 contains 97295 members 
Entering Unmasked Estep 
Score: -24679966.000000 Penalty: 6049.347168
	Iteration 1F: 3 clusters Score -2.467997e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101632 members 
Mstep: Class 2 contains 96416 members 
Entering Unmasked Estep 
Score: -24681398.000000 Penalty: 6049.347168
	Iteration 2Q: 3 clusters Score -2.46814e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102817 members 
Mstep: Class 2 contains 95231 members 
Entering Unmasked Estep 
Score: -24683260.000000 Penalty: 6049.347168
	Iteration 3Q: 3 clusters Score -2.468326e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104434 members 
Mstep: Class 2 contains 93614 members 
Entering Unmasked Estep 
Score: -24685500.000000 Penalty: 6049.347168
	Iteration 4Q: 3 clusters Score -2.46855e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106669 members 
Mstep: Class 2 contains 91379 members 
Entering Unmasked Estep 
Score: -24688292.000000 Penalty: 6049.347168
	Iteration 5Q: 3 clusters Score -2.468829e+07 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109642 members 
Mstep: Class 2 contains 88406 members 
Entering Unmasked Estep 
Score: -24691980.000000 Penalty: 6049.347168
	Iteration 6Q: 3 clusters Score -2.469198e+07 nChanged 9813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113101 members 
Mstep: Class 2 contains 84947 members 
Entering Unmasked Estep 
Score: -24696702.000000 Penalty: 6049.347168
	Iteration 7Q: 3 clusters Score -2.46967e+07 nChanged 10204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116963 members 
Mstep: Class 2 contains 81085 members 
Entering Unmasked Estep 
Score: -24702116.000000 Penalty: 6049.347168
	Iteration 8F: 3 clusters Score -2.470212e+07 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120872 members 
Mstep: Class 2 contains 77176 members 
Entering Unmasked Estep 
Score: -24708782.000000 Penalty: 6049.347168
	Iteration 9F: 3 clusters Score -2.470878e+07 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124440 members 
Mstep: Class 2 contains 73608 members 
Entering Unmasked Estep 
Score: -24715632.000000 Penalty: 6049.347168
	Iteration 10F: 3 clusters Score -2.471563e+07 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127332 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -24721634.000000 Penalty: 6049.347168
	Iteration 11Q: 3 clusters Score -2.472163e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129482 members 
Mstep: Class 2 contains 68566 members 
Entering Unmasked Estep 
Score: -24725648.000000 Penalty: 6049.347168
	Iteration 12Q: 3 clusters Score -2.472565e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131183 members 
Mstep: Class 2 contains 66865 members 
Entering Unmasked Estep 
Score: -24728092.000000 Penalty: 6049.347168
	Iteration 13Q: 3 clusters Score -2.472809e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132659 members 
Mstep: Class 2 contains 65389 members 
Entering Unmasked Estep 
Score: -24729532.000000 Penalty: 6049.347168
	Iteration 14Q: 3 clusters Score -2.472953e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134025 members 
Mstep: Class 2 contains 64023 members 
Entering Unmasked Estep 
Score: -24730578.000000 Penalty: 6049.347168
	Iteration 15Q: 3 clusters Score -2.473058e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135162 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -24731320.000000 Penalty: 6049.347168
	Iteration 16Q: 3 clusters Score -2.473132e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136183 members 
Mstep: Class 2 contains 61865 members 
Entering Unmasked Estep 
Score: -24732036.000000 Penalty: 6049.347168
	Iteration 17Q: 3 clusters Score -2.473204e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137164 members 
Mstep: Class 2 contains 60884 members 
Entering Unmasked Estep 
Score: -24732708.000000 Penalty: 6049.347168
	Iteration 18Q: 3 clusters Score -2.473271e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138122 members 
Mstep: Class 2 contains 59926 members 
Entering Unmasked Estep 
Score: -24733352.000000 Penalty: 6049.347168
	Iteration 19Q: 3 clusters Score -2.473335e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139028 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -24733938.000000 Penalty: 6049.347168
	Iteration 20F: 3 clusters Score -2.473394e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139856 members 
Mstep: Class 2 contains 58192 members 
Entering Unmasked Estep 
Score: -24734344.000000 Penalty: 6049.347168
	Iteration 21Q: 3 clusters Score -2.473434e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140553 members 
Mstep: Class 2 contains 57495 members 
Entering Unmasked Estep 
Score: -24734564.000000 Penalty: 6049.347168
	Iteration 22Q: 3 clusters Score -2.473456e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141120 members 
Mstep: Class 2 contains 56928 members 
Entering Unmasked Estep 
Score: -24734958.000000 Penalty: 6049.347168
	Iteration 23Q: 3 clusters Score -2.473496e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141657 members 
Mstep: Class 2 contains 56391 members 
Entering Unmasked Estep 
Score: -24735302.000000 Penalty: 6049.347168
	Iteration 24Q: 3 clusters Score -2.47353e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142156 members 
Mstep: Class 2 contains 55892 members 
Entering Unmasked Estep 
Score: -24735668.000000 Penalty: 6049.347168
	Iteration 25Q: 3 clusters Score -2.473567e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142581 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -24735980.000000 Penalty: 6049.347168
	Iteration 26Q: 3 clusters Score -2.473598e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142909 members 
Mstep: Class 2 contains 55139 members 
Entering Unmasked Estep 
Score: -24736188.000000 Penalty: 6049.347168
	Iteration 27Q: 3 clusters Score -2.473619e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143112 members 
Mstep: Class 2 contains 54936 members 
Entering Unmasked Estep 
Score: -24736480.000000 Penalty: 6049.347168
	Iteration 28Q: 3 clusters Score -2.473648e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143166 members 
Mstep: Class 2 contains 54882 members 
Entering Unmasked Estep 
Score: -24736674.000000 Penalty: 6049.347168
	Iteration 29Q: 3 clusters Score -2.473667e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143155 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -24736988.000000 Penalty: 6049.347168
	Iteration 30Q: 3 clusters Score -2.473699e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143057 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -24737274.000000 Penalty: 6049.347168
	Iteration 31Q: 3 clusters Score -2.473727e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142865 members 
Mstep: Class 2 contains 55183 members 
Entering Unmasked Estep 
Score: -24737560.000000 Penalty: 6049.347168
	Iteration 32Q: 3 clusters Score -2.473756e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142492 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -24738066.000000 Penalty: 6049.347168
	Iteration 33Q: 3 clusters Score -2.473807e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141980 members 
Mstep: Class 2 contains 56068 members 
Entering Unmasked Estep 
Score: -24738420.000000 Penalty: 6049.347168
	Iteration 34Q: 3 clusters Score -2.473842e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141221 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -24738870.000000 Penalty: 6049.347168
	Iteration 35Q: 3 clusters Score -2.473887e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140312 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -24739416.000000 Penalty: 6049.347168
	Iteration 36Q: 3 clusters Score -2.473942e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139242 members 
Mstep: Class 2 contains 58806 members 
Entering Unmasked Estep 
Score: -24739988.000000 Penalty: 6049.347168
	Iteration 37Q: 3 clusters Score -2.473999e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138102 members 
Mstep: Class 2 contains 59946 members 
Entering Unmasked Estep 
Score: -24740358.000000 Penalty: 6049.347168
	Iteration 38Q: 3 clusters Score -2.474036e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136919 members 
Mstep: Class 2 contains 61129 members 
Entering Unmasked Estep 
Score: -24740890.000000 Penalty: 6049.347168
	Iteration 39Q: 3 clusters Score -2.474089e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135732 members 
Mstep: Class 2 contains 62316 members 
Entering Unmasked Estep 
Score: -24741360.000000 Penalty: 6049.347168
	Iteration 40F: 3 clusters Score -2.474136e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134456 members 
Mstep: Class 2 contains 63592 members 
Entering Unmasked Estep 
Score: -24741750.000000 Penalty: 6049.347168
	Iteration 41Q: 3 clusters Score -2.474175e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133151 members 
Mstep: Class 2 contains 64897 members 
Entering Unmasked Estep 
Score: -24742092.000000 Penalty: 6049.347168
	Iteration 42Q: 3 clusters Score -2.474209e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131783 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -24742356.000000 Penalty: 6049.347168
	Iteration 43Q: 3 clusters Score -2.474236e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130380 members 
Mstep: Class 2 contains 67668 members 
Entering Unmasked Estep 
Score: -24742682.000000 Penalty: 6049.347168
	Iteration 44Q: 3 clusters Score -2.474268e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129008 members 
Mstep: Class 2 contains 69040 members 
Entering Unmasked Estep 
Score: -24742892.000000 Penalty: 6049.347168
	Iteration 45Q: 3 clusters Score -2.474289e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127716 members 
Mstep: Class 2 contains 70332 members 
Entering Unmasked Estep 
Score: -24743044.000000 Penalty: 6049.347168
	Iteration 46Q: 3 clusters Score -2.474304e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126462 members 
Mstep: Class 2 contains 71586 members 
Entering Unmasked Estep 
Score: -24743270.000000 Penalty: 6049.347168
	Iteration 47Q: 3 clusters Score -2.474327e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125217 members 
Mstep: Class 2 contains 72831 members 
Entering Unmasked Estep 
Score: -24743350.000000 Penalty: 6049.347168
	Iteration 48Q: 3 clusters Score -2.474335e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123972 members 
Mstep: Class 2 contains 74076 members 
Entering Unmasked Estep 
Score: -24743586.000000 Penalty: 6049.347168
	Iteration 49Q: 3 clusters Score -2.474359e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122711 members 
Mstep: Class 2 contains 75337 members 
Entering Unmasked Estep 
Score: -24743758.000000 Penalty: 6049.347168
	Iteration 50Q: 3 clusters Score -2.474376e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121441 members 
Mstep: Class 2 contains 76607 members 
Entering Unmasked Estep 
Score: -24743928.000000 Penalty: 6049.347168
	Iteration 51Q: 3 clusters Score -2.474393e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120229 members 
Mstep: Class 2 contains 77819 members 
Entering Unmasked Estep 
Score: -24744110.000000 Penalty: 6049.347168
	Iteration 52Q: 3 clusters Score -2.474411e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119053 members 
Mstep: Class 2 contains 78995 members 
Entering Unmasked Estep 
Score: -24744230.000000 Penalty: 6049.347168
	Iteration 53Q: 3 clusters Score -2.474423e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117902 members 
Mstep: Class 2 contains 80146 members 
Entering Unmasked Estep 
Score: -24744386.000000 Penalty: 6049.347168
	Iteration 54Q: 3 clusters Score -2.474439e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116805 members 
Mstep: Class 2 contains 81243 members 
Entering Unmasked Estep 
Score: -24744506.000000 Penalty: 6049.347168
	Iteration 55Q: 3 clusters Score -2.474451e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115731 members 
Mstep: Class 2 contains 82317 members 
Entering Unmasked Estep 
Score: -24744616.000000 Penalty: 6049.347168
	Iteration 56Q: 3 clusters Score -2.474462e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114647 members 
Mstep: Class 2 contains 83401 members 
Entering Unmasked Estep 
Score: -24744724.000000 Penalty: 6049.347168
	Iteration 57Q: 3 clusters Score -2.474472e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113638 members 
Mstep: Class 2 contains 84410 members 
Entering Unmasked Estep 
Score: -24744808.000000 Penalty: 6049.347168
	Iteration 58Q: 3 clusters Score -2.474481e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112732 members 
Mstep: Class 2 contains 85316 members 
Entering Unmasked Estep 
Score: -24744890.000000 Penalty: 6049.347168
	Iteration 59Q: 3 clusters Score -2.474489e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111859 members 
Mstep: Class 2 contains 86189 members 
Entering Unmasked Estep 
Score: -24745100.000000 Penalty: 6049.347168
	Iteration 60F: 3 clusters Score -2.47451e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110990 members 
Mstep: Class 2 contains 87058 members 
Entering Unmasked Estep 
Score: -24745116.000000 Penalty: 6049.347168
	Iteration 61Q: 3 clusters Score -2.474512e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110161 members 
Mstep: Class 2 contains 87887 members 
Entering Unmasked Estep 
Score: -24745214.000000 Penalty: 6049.347168
	Iteration 62Q: 3 clusters Score -2.474521e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109389 members 
Mstep: Class 2 contains 88659 members 
Entering Unmasked Estep 
Score: -24745236.000000 Penalty: 6049.347168
	Iteration 63Q: 3 clusters Score -2.474524e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108665 members 
Mstep: Class 2 contains 89383 members 
Entering Unmasked Estep 
Score: -24745244.000000 Penalty: 6049.347168
	Iteration 64Q: 3 clusters Score -2.474524e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107940 members 
Mstep: Class 2 contains 90108 members 
Entering Unmasked Estep 
Score: -24745226.000000 Penalty: 6049.347168
	Iteration 65Q: 3 clusters Score -2.474523e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107232 members 
Mstep: Class 2 contains 90816 members 
Entering Unmasked Estep 
Score: -24745292.000000 Penalty: 6049.347168
	Iteration 66Q: 3 clusters Score -2.474529e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106575 members 
Mstep: Class 2 contains 91473 members 
Entering Unmasked Estep 
Score: -24745268.000000 Penalty: 6049.347168
	Iteration 67Q: 3 clusters Score -2.474527e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105945 members 
Mstep: Class 2 contains 92103 members 
Entering Unmasked Estep 
Score: -24745294.000000 Penalty: 6049.347168
	Iteration 68Q: 3 clusters Score -2.474529e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105332 members 
Mstep: Class 2 contains 92716 members 
Entering Unmasked Estep 
Score: -24745358.000000 Penalty: 6049.347168
	Iteration 69Q: 3 clusters Score -2.474536e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104739 members 
Mstep: Class 2 contains 93309 members 
Entering Unmasked Estep 
Score: -24745412.000000 Penalty: 6049.347168
	Iteration 70Q: 3 clusters Score -2.474541e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104158 members 
Mstep: Class 2 contains 93890 members 
Entering Unmasked Estep 
Score: -24745400.000000 Penalty: 6049.347168
	Iteration 71Q: 3 clusters Score -2.47454e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103606 members 
Mstep: Class 2 contains 94442 members 
Entering Unmasked Estep 
Score: -24745492.000000 Penalty: 6049.347168
	Iteration 72Q: 3 clusters Score -2.474549e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103055 members 
Mstep: Class 2 contains 94993 members 
Entering Unmasked Estep 
Score: -24745574.000000 Penalty: 6049.347168
	Iteration 73Q: 3 clusters Score -2.474557e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102503 members 
Mstep: Class 2 contains 95545 members 
Entering Unmasked Estep 
Score: -24745620.000000 Penalty: 6049.347168
	Iteration 74Q: 3 clusters Score -2.474562e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102008 members 
Mstep: Class 2 contains 96040 members 
Entering Unmasked Estep 
Score: -24745642.000000 Penalty: 6049.347168
	Iteration 75Q: 3 clusters Score -2.474564e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101574 members 
Mstep: Class 2 contains 96474 members 
Entering Unmasked Estep 
Score: -24745728.000000 Penalty: 6049.347168
	Iteration 76Q: 3 clusters Score -2.474573e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101146 members 
Mstep: Class 2 contains 96902 members 
Entering Unmasked Estep 
Score: -24745738.000000 Penalty: 6049.347168
	Iteration 77Q: 3 clusters Score -2.474574e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100742 members 
Mstep: Class 2 contains 97306 members 
Entering Unmasked Estep 
Score: -24745814.000000 Penalty: 6049.347168
	Iteration 78Q: 3 clusters Score -2.474581e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100363 members 
Mstep: Class 2 contains 97685 members 
Entering Unmasked Estep 
Score: -24745800.000000 Penalty: 6049.347168
	Iteration 79Q: 3 clusters Score -2.47458e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99979 members 
Mstep: Class 2 contains 98069 members 
Entering Unmasked Estep 
Score: -24745802.000000 Penalty: 6049.347168
	Iteration 80F: 3 clusters Score -2.47458e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99616 members 
Mstep: Class 2 contains 98432 members 
Entering Unmasked Estep 
Score: -24745802.000000 Penalty: 6049.347168
	Iteration 81Q: 3 clusters Score -2.47458e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99274 members 
Mstep: Class 2 contains 98774 members 
Entering Unmasked Estep 
Score: -24745798.000000 Penalty: 6049.347168
	Iteration 82Q: 3 clusters Score -2.47458e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98932 members 
Mstep: Class 2 contains 99116 members 
Entering Unmasked Estep 
Score: -24745842.000000 Penalty: 6049.347168
	Iteration 83Q: 3 clusters Score -2.474584e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98629 members 
Mstep: Class 2 contains 99419 members 
Entering Unmasked Estep 
Score: -24745900.000000 Penalty: 6049.347168
	Iteration 84Q: 3 clusters Score -2.47459e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98336 members 
Mstep: Class 2 contains 99712 members 
Entering Unmasked Estep 
Score: -24745920.000000 Penalty: 6049.347168
	Iteration 85Q: 3 clusters Score -2.474592e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98061 members 
Mstep: Class 2 contains 99987 members 
Entering Unmasked Estep 
Score: -24745880.000000 Penalty: 6049.347168
	Iteration 86Q: 3 clusters Score -2.474588e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97807 members 
Mstep: Class 2 contains 100241 members 
Entering Unmasked Estep 
Score: -24745986.000000 Penalty: 6049.347168
	Iteration 87Q: 3 clusters Score -2.474599e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97564 members 
Mstep: Class 2 contains 100484 members 
Entering Unmasked Estep 
Score: -24745982.000000 Penalty: 6049.347168
	Iteration 88Q: 3 clusters Score -2.474598e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97346 members 
Mstep: Class 2 contains 100702 members 
Entering Unmasked Estep 
Score: -24745994.000000 Penalty: 6049.347168
	Iteration 89Q: 3 clusters Score -2.474599e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97130 members 
Mstep: Class 2 contains 100918 members 
Entering Unmasked Estep 
Score: -24745978.000000 Penalty: 6049.347168
	Iteration 90Q: 3 clusters Score -2.474598e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96911 members 
Mstep: Class 2 contains 101137 members 
Entering Unmasked Estep 
Score: -24745954.000000 Penalty: 6049.347168
	Iteration 91Q: 3 clusters Score -2.474595e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96695 members 
Mstep: Class 2 contains 101353 members 
Entering Unmasked Estep 
Score: -24745954.000000 Penalty: 6049.347168
	Iteration 92Q: 3 clusters Score -2.474595e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96475 members 
Mstep: Class 2 contains 101573 members 
Entering Unmasked Estep 
Score: -24745974.000000 Penalty: 6049.347168
	Iteration 93Q: 3 clusters Score -2.474597e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96270 members 
Mstep: Class 2 contains 101778 members 
Entering Unmasked Estep 
Score: -24745956.000000 Penalty: 6049.347168
	Iteration 94Q: 3 clusters Score -2.474596e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96069 members 
Mstep: Class 2 contains 101979 members 
Entering Unmasked Estep 
Score: -24745962.000000 Penalty: 6049.347168
	Iteration 95Q: 3 clusters Score -2.474596e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95905 members 
Mstep: Class 2 contains 102143 members 
Entering Unmasked Estep 
Score: -24745990.000000 Penalty: 6049.347168
	Iteration 96Q: 3 clusters Score -2.474599e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95741 members 
Mstep: Class 2 contains 102307 members 
Entering Unmasked Estep 
Score: -24745984.000000 Penalty: 6049.347168
	Iteration 97Q: 3 clusters Score -2.474598e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95608 members 
Mstep: Class 2 contains 102440 members 
Entering Unmasked Estep 
Score: -24745990.000000 Penalty: 6049.347168
	Iteration 98Q: 3 clusters Score -2.474599e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95480 members 
Mstep: Class 2 contains 102568 members 
Entering Unmasked Estep 
Score: -24746038.000000 Penalty: 6049.347168
	Iteration 99Q: 3 clusters Score -2.474604e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95363 members 
Mstep: Class 2 contains 102685 members 
Entering Unmasked Estep 
Score: -24746026.000000 Penalty: 6049.347168
	Iteration 100F: 3 clusters Score -2.474603e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95259 members 
Mstep: Class 2 contains 102789 members 
Entering Unmasked Estep 
Score: -24746060.000000 Penalty: 6049.347168
	Iteration 101Q: 3 clusters Score -2.474606e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95152 members 
Mstep: Class 2 contains 102896 members 
Entering Unmasked Estep 
Score: -24746068.000000 Penalty: 6049.347168
	Iteration 102Q: 3 clusters Score -2.474607e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95055 members 
Mstep: Class 2 contains 102993 members 
Entering Unmasked Estep 
Score: -24746048.000000 Penalty: 6049.347168
	Iteration 103Q: 3 clusters Score -2.474605e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94965 members 
Mstep: Class 2 contains 103083 members 
Entering Unmasked Estep 
Score: -24746008.000000 Penalty: 6049.347168
	Iteration 104Q: 3 clusters Score -2.474601e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94874 members 
Mstep: Class 2 contains 103174 members 
Entering Unmasked Estep 
Score: -24745982.000000 Penalty: 6049.347168
	Iteration 105Q: 3 clusters Score -2.474598e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94770 members 
Mstep: Class 2 contains 103278 members 
Entering Unmasked Estep 
Score: -24746000.000000 Penalty: 6049.347168
	Iteration 106Q: 3 clusters Score -2.4746e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94684 members 
Mstep: Class 2 contains 103364 members 
Entering Unmasked Estep 
Score: -24745986.000000 Penalty: 6049.347168
	Iteration 107Q: 3 clusters Score -2.474599e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94602 members 
Mstep: Class 2 contains 103446 members 
Entering Unmasked Estep 
Score: -24745982.000000 Penalty: 6049.347168
	Iteration 108Q: 3 clusters Score -2.474598e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94509 members 
Mstep: Class 2 contains 103539 members 
Entering Unmasked Estep 
Score: -24745976.000000 Penalty: 6049.347168
	Iteration 109Q: 3 clusters Score -2.474598e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94413 members 
Mstep: Class 2 contains 103635 members 
Entering Unmasked Estep 
Score: -24745988.000000 Penalty: 6049.347168
	Iteration 110Q: 3 clusters Score -2.474599e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 103733 members 
Entering Unmasked Estep 
Score: -24745988.000000 Penalty: 6049.347168
	Iteration 111Q: 3 clusters Score -2.474599e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94227 members 
Mstep: Class 2 contains 103821 members 
Entering Unmasked Estep 
Score: -24745976.000000 Penalty: 6049.347168
	Iteration 112Q: 3 clusters Score -2.474598e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94135 members 
Mstep: Class 2 contains 103913 members 
Entering Unmasked Estep 
Score: -24745972.000000 Penalty: 6049.347168
	Iteration 113Q: 3 clusters Score -2.474597e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94033 members 
Mstep: Class 2 contains 104015 members 
Entering Unmasked Estep 
Score: -24745984.000000 Penalty: 6049.347168
	Iteration 114Q: 3 clusters Score -2.474598e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93934 members 
Mstep: Class 2 contains 104114 members 
Entering Unmasked Estep 
Score: -24745990.000000 Penalty: 6049.347168
	Iteration 115Q: 3 clusters Score -2.474599e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93851 members 
Mstep: Class 2 contains 104197 members 
Entering Unmasked Estep 
Score: -24745996.000000 Penalty: 6049.347168
	Iteration 116Q: 3 clusters Score -2.4746e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93771 members 
Mstep: Class 2 contains 104277 members 
Entering Unmasked Estep 
Score: -24746024.000000 Penalty: 6049.347168
	Iteration 117Q: 3 clusters Score -2.474602e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93695 members 
Mstep: Class 2 contains 104353 members 
Entering Unmasked Estep 
Score: -24746038.000000 Penalty: 6049.347168
	Iteration 118Q: 3 clusters Score -2.474604e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93620 members 
Mstep: Class 2 contains 104428 members 
Entering Unmasked Estep 
Score: -24746006.000000 Penalty: 6049.347168
	Iteration 119Q: 3 clusters Score -2.474601e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93550 members 
Mstep: Class 2 contains 104498 members 
Entering Unmasked Estep 
Score: -24746010.000000 Penalty: 6049.347168
	Iteration 120F: 3 clusters Score -2.474601e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93490 members 
Mstep: Class 2 contains 104558 members 
Entering Unmasked Estep 
Score: -24746020.000000 Penalty: 6049.347168
	Iteration 121Q: 3 clusters Score -2.474602e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93428 members 
Mstep: Class 2 contains 104620 members 
Entering Unmasked Estep 
Score: -24746020.000000 Penalty: 6049.347168
	Iteration 122Q: 3 clusters Score -2.474602e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93359 members 
Mstep: Class 2 contains 104689 members 
Entering Unmasked Estep 
Score: -24746058.000000 Penalty: 6049.347168
	Iteration 123Q: 3 clusters Score -2.474606e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93312 members 
Mstep: Class 2 contains 104736 members 
Entering Unmasked Estep 
Score: -24746070.000000 Penalty: 6049.347168
	Iteration 124Q: 3 clusters Score -2.474607e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93262 members 
Mstep: Class 2 contains 104786 members 
Entering Unmasked Estep 
Score: -24746056.000000 Penalty: 6049.347168
	Iteration 125Q: 3 clusters Score -2.474606e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93205 members 
Mstep: Class 2 contains 104843 members 
Entering Unmasked Estep 
Score: -24746042.000000 Penalty: 6049.347168
	Iteration 126Q: 3 clusters Score -2.474604e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93155 members 
Mstep: Class 2 contains 104893 members 
Entering Unmasked Estep 
Score: -24746068.000000 Penalty: 6049.347168
	Iteration 127Q: 3 clusters Score -2.474607e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93117 members 
Mstep: Class 2 contains 104931 members 
Entering Unmasked Estep 
Score: -24746030.000000 Penalty: 6049.347168
	Iteration 128Q: 3 clusters Score -2.474603e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93082 members 
Mstep: Class 2 contains 104966 members 
Entering Unmasked Estep 
Score: -24746064.000000 Penalty: 6049.347168
	Iteration 129Q: 3 clusters Score -2.474606e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93045 members 
Mstep: Class 2 contains 105003 members 
Entering Unmasked Estep 
Score: -24746050.000000 Penalty: 6049.347168
	Iteration 130Q: 3 clusters Score -2.474605e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93003 members 
Mstep: Class 2 contains 105045 members 
Entering Unmasked Estep 
Score: -24746042.000000 Penalty: 6049.347168
	Iteration 131Q: 3 clusters Score -2.474604e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92972 members 
Mstep: Class 2 contains 105076 members 
Entering Unmasked Estep 
Score: -24746036.000000 Penalty: 6049.347168
	Iteration 132Q: 3 clusters Score -2.474604e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92935 members 
Mstep: Class 2 contains 105113 members 
Entering Unmasked Estep 
Score: -24746048.000000 Penalty: 6049.347168
	Iteration 133Q: 3 clusters Score -2.474605e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92904 members 
Mstep: Class 2 contains 105144 members 
Entering Unmasked Estep 
Score: -24746076.000000 Penalty: 6049.347168
	Iteration 134Q: 3 clusters Score -2.474608e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92886 members 
Mstep: Class 2 contains 105162 members 
Entering Unmasked Estep 
Score: -24746078.000000 Penalty: 6049.347168
	Iteration 135Q: 3 clusters Score -2.474608e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92868 members 
Mstep: Class 2 contains 105180 members 
Entering Unmasked Estep 
Score: -24746066.000000 Penalty: 6049.347168
	Iteration 136Q: 3 clusters Score -2.474607e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92847 members 
Mstep: Class 2 contains 105201 members 
Entering Unmasked Estep 
Score: -24746078.000000 Penalty: 6049.347168
	Iteration 137Q: 3 clusters Score -2.474608e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92827 members 
Mstep: Class 2 contains 105221 members 
Entering Unmasked Estep 
Score: -24746074.000000 Penalty: 6049.347168
	Iteration 138Q: 3 clusters Score -2.474607e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92802 members 
Mstep: Class 2 contains 105246 members 
Entering Unmasked Estep 
Score: -24746094.000000 Penalty: 6049.347168
	Iteration 139Q: 3 clusters Score -2.474609e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92781 members 
Mstep: Class 2 contains 105267 members 
Entering Unmasked Estep 
Score: -24746088.000000 Penalty: 6049.347168
	Iteration 140F: 3 clusters Score -2.474609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92762 members 
Mstep: Class 2 contains 105286 members 
Entering Unmasked Estep 
Score: -24746066.000000 Penalty: 6049.347168
	Iteration 141Q: 3 clusters Score -2.474607e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92741 members 
Mstep: Class 2 contains 105307 members 
Entering Unmasked Estep 
Score: -24746090.000000 Penalty: 6049.347168
	Iteration 142Q: 3 clusters Score -2.474609e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92715 members 
Mstep: Class 2 contains 105333 members 
Entering Unmasked Estep 
Score: -24746078.000000 Penalty: 6049.347168
	Iteration 143Q: 3 clusters Score -2.474608e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92682 members 
Mstep: Class 2 contains 105366 members 
Entering Unmasked Estep 
Score: -24746108.000000 Penalty: 6049.347168
	Iteration 144Q: 3 clusters Score -2.474611e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92660 members 
Mstep: Class 2 contains 105388 members 
Entering Unmasked Estep 
Score: -24746126.000000 Penalty: 6049.347168
	Iteration 145Q: 3 clusters Score -2.474613e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92641 members 
Mstep: Class 2 contains 105407 members 
Entering Unmasked Estep 
Score: -24746128.000000 Penalty: 6049.347168
	Iteration 146Q: 3 clusters Score -2.474613e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92621 members 
Mstep: Class 2 contains 105427 members 
Entering Unmasked Estep 
Score: -24746146.000000 Penalty: 6049.347168
	Iteration 147Q: 3 clusters Score -2.474615e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92595 members 
Mstep: Class 2 contains 105453 members 
Entering Unmasked Estep 
Score: -24746138.000000 Penalty: 6049.347168
	Iteration 148Q: 3 clusters Score -2.474614e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92571 members 
Mstep: Class 2 contains 105477 members 
Entering Unmasked Estep 
Score: -24746120.000000 Penalty: 6049.347168
	Iteration 149Q: 3 clusters Score -2.474612e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92546 members 
Mstep: Class 2 contains 105502 members 
Entering Unmasked Estep 
Score: -24746152.000000 Penalty: 6049.347168
	Iteration 150Q: 3 clusters Score -2.474615e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92520 members 
Mstep: Class 2 contains 105528 members 
Entering Unmasked Estep 
Score: -24746140.000000 Penalty: 6049.347168
	Iteration 151Q: 3 clusters Score -2.474614e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92498 members 
Mstep: Class 2 contains 105550 members 
Entering Unmasked Estep 
Score: -24746140.000000 Penalty: 6049.347168
	Iteration 152Q: 3 clusters Score -2.474614e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92480 members 
Mstep: Class 2 contains 105568 members 
Entering Unmasked Estep 
Score: -24746152.000000 Penalty: 6049.347168
	Iteration 153Q: 3 clusters Score -2.474615e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92457 members 
Mstep: Class 2 contains 105591 members 
Entering Unmasked Estep 
Score: -24746146.000000 Penalty: 6049.347168
	Iteration 154Q: 3 clusters Score -2.474615e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92431 members 
Mstep: Class 2 contains 105617 members 
Entering Unmasked Estep 
Score: -24746146.000000 Penalty: 6049.347168
	Iteration 155Q: 3 clusters Score -2.474615e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92399 members 
Mstep: Class 2 contains 105649 members 
Entering Unmasked Estep 
Score: -24746168.000000 Penalty: 6049.347168
	Iteration 156Q: 3 clusters Score -2.474617e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92369 members 
Mstep: Class 2 contains 105679 members 
Entering Unmasked Estep 
Score: -24746178.000000 Penalty: 6049.347168
	Iteration 157Q: 3 clusters Score -2.474618e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92329 members 
Mstep: Class 2 contains 105719 members 
Entering Unmasked Estep 
Score: -24746204.000000 Penalty: 6049.347168
	Iteration 158Q: 3 clusters Score -2.47462e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92296 members 
Mstep: Class 2 contains 105752 members 
Entering Unmasked Estep 
Score: -24746192.000000 Penalty: 6049.347168
	Iteration 159Q: 3 clusters Score -2.474619e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92265 members 
Mstep: Class 2 contains 105783 members 
Entering Unmasked Estep 
Score: -24746196.000000 Penalty: 6049.347168
	Iteration 160F: 3 clusters Score -2.47462e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92239 members 
Mstep: Class 2 contains 105809 members 
Entering Unmasked Estep 
Score: -24746198.000000 Penalty: 6049.347168
	Iteration 161Q: 3 clusters Score -2.47462e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92206 members 
Mstep: Class 2 contains 105842 members 
Entering Unmasked Estep 
Score: -24746186.000000 Penalty: 6049.347168
	Iteration 162Q: 3 clusters Score -2.474619e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92176 members 
Mstep: Class 2 contains 105872 members 
Entering Unmasked Estep 
Score: -24746176.000000 Penalty: 6049.347168
	Iteration 163Q: 3 clusters Score -2.474618e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92155 members 
Mstep: Class 2 contains 105893 members 
Entering Unmasked Estep 
Score: -24746186.000000 Penalty: 6049.347168
	Iteration 164Q: 3 clusters Score -2.474619e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92138 members 
Mstep: Class 2 contains 105910 members 
Entering Unmasked Estep 
Score: -24746200.000000 Penalty: 6049.347168
	Iteration 165Q: 3 clusters Score -2.47462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92127 members 
Mstep: Class 2 contains 105921 members 
Entering Unmasked Estep 
Score: -24746200.000000 Penalty: 6049.347168
	Iteration 166Q: 3 clusters Score -2.47462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92119 members 
Mstep: Class 2 contains 105929 members 
Entering Unmasked Estep 
Score: -24746206.000000 Penalty: 6049.347168
	Iteration 167Q: 3 clusters Score -2.474621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92110 members 
Mstep: Class 2 contains 105938 members 
Entering Unmasked Estep 
Score: -24746192.000000 Penalty: 6049.347168
	Iteration 168Q: 3 clusters Score -2.474619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92107 members 
Mstep: Class 2 contains 105941 members 
Entering Unmasked Estep 
Score: -24746206.000000 Penalty: 6049.347168
	Iteration 169Q: 3 clusters Score -2.474621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92105 members 
Mstep: Class 2 contains 105943 members 
Entering Unmasked Estep 
Score: -24746210.000000 Penalty: 6049.347168
	Iteration 170Q: 3 clusters Score -2.474621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92102 members 
Mstep: Class 2 contains 105946 members 
Entering Unmasked Estep 
Score: -24746192.000000 Penalty: 6049.347168
	Iteration 171Q: 3 clusters Score -2.474619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92102 members 
Mstep: Class 2 contains 105946 members 
Entering Unmasked Estep 
Score: -24746192.000000 Penalty: 6049.347168
	Iteration 172F: 3 clusters Score -2.474619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Entering Unmasked Estep 
Score: -138599.500000 Penalty: 1762.641602
	Iteration 0F: 2 clusters Score -138599.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -136467.546875 Penalty: 3525.283203
	Iteration 0F: 3 clusters Score -136467.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -136840.484375 Penalty: 3525.283203
	Iteration 1F: 3 clusters Score -136840.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -136966.515625 Penalty: 3525.283203
	Iteration 2F: 3 clusters Score -136966.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -137063.078125 Penalty: 3525.283203
	Iteration 3Q: 3 clusters Score -137063.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -137177.250000 Penalty: 3525.283203
	Iteration 4Q: 3 clusters Score -137177.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -137344.890625 Penalty: 3525.283203
	Iteration 5Q: 3 clusters Score -137344.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -137633.140625 Penalty: 3525.283203
	Iteration 6F: 3 clusters Score -137633.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -137936.968750 Penalty: 3525.283203
	Iteration 7Q: 3 clusters Score -137937 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -138063.250000 Penalty: 3525.283203
	Iteration 8Q: 3 clusters Score -138063.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -138222.984375 Penalty: 3525.283203
	Iteration 9Q: 3 clusters Score -138223 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -138586.296875 Penalty: 3525.283203
	Iteration 10Q: 3 clusters Score -138586.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -138915.921875 Penalty: 3525.283203
	Iteration 11Q: 3 clusters Score -138915.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -139152.234375 Penalty: 3525.283203
	Iteration 12Q: 3 clusters Score -139152.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -139280.687500 Penalty: 3525.283203
	Iteration 13Q: 3 clusters Score -139280.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -139377.390625 Penalty: 3525.283203
	Iteration 14Q: 3 clusters Score -139377.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -139396.546875 Penalty: 3525.283203
	Iteration 15Q: 3 clusters Score -139396.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -139398.437500 Penalty: 3525.283203
	Iteration 16Q: 3 clusters Score -139398.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -139398.437500 Penalty: 3525.283203
	Iteration 17F: 3 clusters Score -139398.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14706 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 198048 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 41601 members 
Mstep: Class 10 contains 275169 members 
Mstep: Class 11 contains 59835 members 
Mstep: Class 12 contains 296690 members 
Mstep: Class 13 contains 10394 members 
Mstep: Class 14 contains 31671 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39686 members 
Mstep: Class 18 contains 9468 members 
Mstep: Class 19 contains 22957 members 
Mstep: Class 20 contains 23269 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93344 members 
Mstep: Class 24 contains 78140 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 736 members 
Entering Unmasked Estep 
Score: -154577808.000000 Penalty: 90644.539062
Splitting cluster 8 changes total score from -154578816.000000 to -154577808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Entering Unmasked Estep 
Score: -5190109.500000 Penalty: 2637.698242
	Iteration 0F: 2 clusters Score -5190110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -5161979.000000 Penalty: 5275.396484
	Iteration 0F: 3 clusters Score -5161979 nChanged 18932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -5172742.000000 Penalty: 5275.396484
	Iteration 1F: 3 clusters Score -5172742 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -5173533.000000 Penalty: 5275.396484
	Iteration 2Q: 3 clusters Score -5173533 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -5174580.500000 Penalty: 5275.396484
	Iteration 3F: 3 clusters Score -5174580 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -5176038.500000 Penalty: 5275.396484
	Iteration 4F: 3 clusters Score -5176038 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -5178124.000000 Penalty: 5275.396484
	Iteration 5F: 3 clusters Score -5178124 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -5180699.500000 Penalty: 5275.396484
	Iteration 6F: 3 clusters Score -5180700 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -5183232.000000 Penalty: 5275.396484
	Iteration 7F: 3 clusters Score -5183232 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -5185091.000000 Penalty: 5275.396484
	Iteration 8F: 3 clusters Score -5185091 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -5186263.500000 Penalty: 5275.396484
	Iteration 9Q: 3 clusters Score -5186264 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -5186989.500000 Penalty: 5275.396484
	Iteration 10Q: 3 clusters Score -5186990 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5187392.500000 Penalty: 5275.396484
	Iteration 11Q: 3 clusters Score -5187392 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5187660.500000 Penalty: 5275.396484
	Iteration 12Q: 3 clusters Score -5187660 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5187810.500000 Penalty: 5275.396484
	Iteration 13Q: 3 clusters Score -5187810 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5187892.000000 Penalty: 5275.396484
	Iteration 14Q: 3 clusters Score -5187892 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5187978.000000 Penalty: 5275.396484
	Iteration 15Q: 3 clusters Score -5187978 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5188017.500000 Penalty: 5275.396484
	Iteration 16Q: 3 clusters Score -5188018 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5188061.000000 Penalty: 5275.396484
	Iteration 17Q: 3 clusters Score -5188061 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5188104.000000 Penalty: 5275.396484
	Iteration 18Q: 3 clusters Score -5188104 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5188124.500000 Penalty: 5275.396484
	Iteration 19Q: 3 clusters Score -5188124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5188144.000000 Penalty: 5275.396484
	Iteration 20F: 3 clusters Score -5188144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5188157.000000 Penalty: 5275.396484
	Iteration 21Q: 3 clusters Score -5188157 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5188171.500000 Penalty: 5275.396484
	Iteration 22Q: 3 clusters Score -5188172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5188197.000000 Penalty: 5275.396484
	Iteration 23Q: 3 clusters Score -5188197 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5188205.500000 Penalty: 5275.396484
	Iteration 24Q: 3 clusters Score -5188206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5188219.000000 Penalty: 5275.396484
	Iteration 25Q: 3 clusters Score -5188219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5188227.000000 Penalty: 5275.396484
	Iteration 26Q: 3 clusters Score -5188227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5188232.000000 Penalty: 5275.396484
	Iteration 27Q: 3 clusters Score -5188232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5188233.000000 Penalty: 5275.396484
	Iteration 28Q: 3 clusters Score -5188233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5188240.000000 Penalty: 5275.396484
	Iteration 29Q: 3 clusters Score -5188240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5188241.500000 Penalty: 5275.396484
	Iteration 30Q: 3 clusters Score -5188242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5188243.500000 Penalty: 5275.396484
	Iteration 31Q: 3 clusters Score -5188244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5188236.000000 Penalty: 5275.396484
	Iteration 32Q: 3 clusters Score -5188236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5188242.500000 Penalty: 5275.396484
	Iteration 33Q: 3 clusters Score -5188242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5188243.500000 Penalty: 5275.396484
	Iteration 34Q: 3 clusters Score -5188244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5188242.500000 Penalty: 5275.396484
	Iteration 35Q: 3 clusters Score -5188242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5188245.500000 Penalty: 5275.396484
	Iteration 36Q: 3 clusters Score -5188246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5188245.500000 Penalty: 5275.396484
	Iteration 37F: 3 clusters Score -5188246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (275169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275169 members 
Entering Unmasked Estep 
Score: -34119564.000000 Penalty: 3106.234863
	Iteration 0F: 2 clusters Score -3.411956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137596 members 
Mstep: Class 2 contains 137573 members 
Entering Unmasked Estep 
Score: -33947444.000000 Penalty: 6212.469727
	Iteration 0F: 3 clusters Score -3.394744e+07 nChanged 133443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137619 members 
Mstep: Class 2 contains 137550 members 
Entering Unmasked Estep 
Score: -34025508.000000 Penalty: 6212.469727
	Iteration 1F: 3 clusters Score -3.402551e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138043 members 
Mstep: Class 2 contains 137126 members 
Entering Unmasked Estep 
Score: -34026900.000000 Penalty: 6212.469727
	Iteration 2Q: 3 clusters Score -3.40269e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138811 members 
Mstep: Class 2 contains 136358 members 
Entering Unmasked Estep 
Score: -34028800.000000 Penalty: 6212.469727
	Iteration 3Q: 3 clusters Score -3.40288e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140311 members 
Mstep: Class 2 contains 134858 members 
Entering Unmasked Estep 
Score: -34031936.000000 Penalty: 6212.469727
	Iteration 4Q: 3 clusters Score -3.403194e+07 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143247 members 
Mstep: Class 2 contains 131922 members 
Entering Unmasked Estep 
Score: -34036808.000000 Penalty: 6212.469727
	Iteration 5Q: 3 clusters Score -3.403681e+07 nChanged 13993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148666 members 
Mstep: Class 2 contains 126503 members 
Entering Unmasked Estep 
Score: -34044128.000000 Penalty: 6212.469727
	Iteration 6F: 3 clusters Score -3.404413e+07 nChanged 18174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157766 members 
Mstep: Class 2 contains 117403 members 
Entering Unmasked Estep 
Score: -34056284.000000 Penalty: 6212.469727
	Iteration 7F: 3 clusters Score -3.405628e+07 nChanged 21532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169942 members 
Mstep: Class 2 contains 105227 members 
Entering Unmasked Estep 
Score: -34073712.000000 Penalty: 6212.469727
	Iteration 8F: 3 clusters Score -3.407371e+07 nChanged 21642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183470 members 
Mstep: Class 2 contains 91699 members 
Entering Unmasked Estep 
Score: -34093108.000000 Penalty: 6212.469727
	Iteration 9F: 3 clusters Score -3.409311e+07 nChanged 17361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195325 members 
Mstep: Class 2 contains 79844 members 
Entering Unmasked Estep 
Score: -34106864.000000 Penalty: 6212.469727
	Iteration 10F: 3 clusters Score -3.410686e+07 nChanged 11497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205014 members 
Mstep: Class 2 contains 70155 members 
Entering Unmasked Estep 
Score: -34112580.000000 Penalty: 6212.469727
	Iteration 11Q: 3 clusters Score -3.411258e+07 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213980 members 
Mstep: Class 2 contains 61189 members 
Entering Unmasked Estep 
Score: -34114716.000000 Penalty: 6212.469727
	Iteration 12Q: 3 clusters Score -3.411472e+07 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222850 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -34116164.000000 Penalty: 6212.469727
	Iteration 13Q: 3 clusters Score -3.411616e+07 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231365 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -34116768.000000 Penalty: 6212.469727
	Iteration 14Q: 3 clusters Score -3.411677e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239483 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -34117060.000000 Penalty: 6212.469727
	Iteration 15Q: 3 clusters Score -3.411706e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247037 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -34117412.000000 Penalty: 6212.469727
	Iteration 16Q: 3 clusters Score -3.411741e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253529 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -34118064.000000 Penalty: 6212.469727
	Iteration 17Q: 3 clusters Score -3.411806e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258889 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -34118488.000000 Penalty: 6212.469727
	Iteration 18Q: 3 clusters Score -3.411849e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262728 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -34118356.000000 Penalty: 6212.469727
	Iteration 19Q: 3 clusters Score -3.411836e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265125 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -34118752.000000 Penalty: 6212.469727
	Iteration 20F: 3 clusters Score -3.411875e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267731 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -34118712.000000 Penalty: 6212.469727
	Iteration 21Q: 3 clusters Score -3.411871e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269527 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -34118608.000000 Penalty: 6212.469727
	Iteration 22Q: 3 clusters Score -3.411861e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270808 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -34118480.000000 Penalty: 6212.469727
	Iteration 23Q: 3 clusters Score -3.411848e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271720 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -34118356.000000 Penalty: 6212.469727
	Iteration 24Q: 3 clusters Score -3.411836e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272374 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -34118228.000000 Penalty: 6212.469727
	Iteration 25Q: 3 clusters Score -3.411823e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272855 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -34118152.000000 Penalty: 6212.469727
	Iteration 26Q: 3 clusters Score -3.411815e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273205 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -34118104.000000 Penalty: 6212.469727
	Iteration 27Q: 3 clusters Score -3.41181e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273445 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -34118008.000000 Penalty: 6212.469727
	Iteration 28Q: 3 clusters Score -3.411801e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273611 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -34118060.000000 Penalty: 6212.469727
	Iteration 29Q: 3 clusters Score -3.411806e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273723 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -34118004.000000 Penalty: 6212.469727
	Iteration 30Q: 3 clusters Score -3.4118e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273809 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -34117936.000000 Penalty: 6212.469727
	Iteration 31Q: 3 clusters Score -3.411794e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273877 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -34117892.000000 Penalty: 6212.469727
	Iteration 32Q: 3 clusters Score -3.411789e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273938 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -34117884.000000 Penalty: 6212.469727
	Iteration 33Q: 3 clusters Score -3.411788e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273986 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -34117832.000000 Penalty: 6212.469727
	Iteration 34Q: 3 clusters Score -3.411783e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274027 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -34117824.000000 Penalty: 6212.469727
	Iteration 35Q: 3 clusters Score -3.411782e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274064 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -34117812.000000 Penalty: 6212.469727
	Iteration 36Q: 3 clusters Score -3.411781e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274092 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -34117784.000000 Penalty: 6212.469727
	Iteration 37Q: 3 clusters Score -3.411778e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274110 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -34117796.000000 Penalty: 6212.469727
	Iteration 38Q: 3 clusters Score -3.41178e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274123 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -34117820.000000 Penalty: 6212.469727
	Iteration 39Q: 3 clusters Score -3.411782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274130 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -34117816.000000 Penalty: 6212.469727
	Iteration 40F: 3 clusters Score -3.411782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274139 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -34117812.000000 Penalty: 6212.469727
	Iteration 41Q: 3 clusters Score -3.411781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274146 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -34117796.000000 Penalty: 6212.469727
	Iteration 42Q: 3 clusters Score -3.41178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274153 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -34117788.000000 Penalty: 6212.469727
	Iteration 43Q: 3 clusters Score -3.411779e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274163 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -34117784.000000 Penalty: 6212.469727
	Iteration 44Q: 3 clusters Score -3.411778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274171 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -34117784.000000 Penalty: 6212.469727
	Iteration 45Q: 3 clusters Score -3.411778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274179 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -34117764.000000 Penalty: 6212.469727
	Iteration 46Q: 3 clusters Score -3.411776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274187 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -34117740.000000 Penalty: 6212.469727
	Iteration 47Q: 3 clusters Score -3.411774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274190 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -34117736.000000 Penalty: 6212.469727
	Iteration 48Q: 3 clusters Score -3.411774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274198 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -34117704.000000 Penalty: 6212.469727
	Iteration 49Q: 3 clusters Score -3.41177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274203 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -34117700.000000 Penalty: 6212.469727
	Iteration 50Q: 3 clusters Score -3.41177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274205 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -34117712.000000 Penalty: 6212.469727
	Iteration 51Q: 3 clusters Score -3.411771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274206 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -34117712.000000 Penalty: 6212.469727
	Iteration 52Q: 3 clusters Score -3.411771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274207 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -34117720.000000 Penalty: 6212.469727
	Iteration 53Q: 3 clusters Score -3.411772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274209 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -34117712.000000 Penalty: 6212.469727
	Iteration 54Q: 3 clusters Score -3.411771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274212 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -34117712.000000 Penalty: 6212.469727
	Iteration 55Q: 3 clusters Score -3.411771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274213 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -34117704.000000 Penalty: 6212.469727
	Iteration 56Q: 3 clusters Score -3.41177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274214 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -34117720.000000 Penalty: 6212.469727
	Iteration 57Q: 3 clusters Score -3.411772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274214 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -34117720.000000 Penalty: 6212.469727
	Iteration 58F: 3 clusters Score -3.411772e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59835 members 
Entering Unmasked Estep 
Score: -7515919.500000 Penalty: 2727.837646
	Iteration 0F: 2 clusters Score -7515920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -7475612.000000 Penalty: 5455.675293
	Iteration 0F: 3 clusters Score -7475612 nChanged 27904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -7491190.500000 Penalty: 5455.675293
	Iteration 1F: 3 clusters Score -7491190 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -7491756.000000 Penalty: 5455.675293
	Iteration 2Q: 3 clusters Score -7491756 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -7492353.500000 Penalty: 5455.675293
	Iteration 3Q: 3 clusters Score -7492354 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -7492969.500000 Penalty: 5455.675293
	Iteration 4Q: 3 clusters Score -7492970 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -7493647.500000 Penalty: 5455.675293
	Iteration 5Q: 3 clusters Score -7493648 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -7494347.000000 Penalty: 5455.675293
	Iteration 6Q: 3 clusters Score -7494347 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -7495135.000000 Penalty: 5455.675293
	Iteration 7Q: 3 clusters Score -7495135 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -7495898.000000 Penalty: 5455.675293
	Iteration 8Q: 3 clusters Score -7495898 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -7496913.500000 Penalty: 5455.675293
	Iteration 9Q: 3 clusters Score -7496914 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -7498224.500000 Penalty: 5455.675293
	Iteration 10Q: 3 clusters Score -7498224 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -7499936.000000 Penalty: 5455.675293
	Iteration 11Q: 3 clusters Score -7499936 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -7501873.000000 Penalty: 5455.675293
	Iteration 12F: 3 clusters Score -7501873 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -7503485.000000 Penalty: 5455.675293
	Iteration 13Q: 3 clusters Score -7503485 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -7504466.000000 Penalty: 5455.675293
	Iteration 14Q: 3 clusters Score -7504466 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -7504912.500000 Penalty: 5455.675293
	Iteration 15Q: 3 clusters Score -7504912 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -7505180.500000 Penalty: 5455.675293
	Iteration 16Q: 3 clusters Score -7505180 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -7505428.500000 Penalty: 5455.675293
	Iteration 17Q: 3 clusters Score -7505428 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -7505657.500000 Penalty: 5455.675293
	Iteration 18Q: 3 clusters Score -7505658 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -7505963.000000 Penalty: 5455.675293
	Iteration 19Q: 3 clusters Score -7505963 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -7506256.000000 Penalty: 5455.675293
	Iteration 20F: 3 clusters Score -7506256 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -7506645.000000 Penalty: 5455.675293
	Iteration 21Q: 3 clusters Score -7506645 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -7507029.000000 Penalty: 5455.675293
	Iteration 22Q: 3 clusters Score -7507029 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -7507442.500000 Penalty: 5455.675293
	Iteration 23Q: 3 clusters Score -7507442 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -7507904.500000 Penalty: 5455.675293
	Iteration 24Q: 3 clusters Score -7507904 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -7508360.000000 Penalty: 5455.675293
	Iteration 25Q: 3 clusters Score -7508360 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -7508757.000000 Penalty: 5455.675293
	Iteration 26Q: 3 clusters Score -7508757 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -7509199.000000 Penalty: 5455.675293
	Iteration 27Q: 3 clusters Score -7509199 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -7509654.500000 Penalty: 5455.675293
	Iteration 28Q: 3 clusters Score -7509654 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -7510026.500000 Penalty: 5455.675293
	Iteration 29Q: 3 clusters Score -7510026 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -7510369.000000 Penalty: 5455.675293
	Iteration 30Q: 3 clusters Score -7510369 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -7510743.500000 Penalty: 5455.675293
	Iteration 31Q: 3 clusters Score -7510744 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 49592 members 
Entering Unmasked Estep 
Score: -7510999.000000 Penalty: 5455.675293
	Iteration 32Q: 3 clusters Score -7510999 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -7511277.000000 Penalty: 5455.675293
	Iteration 33Q: 3 clusters Score -7511277 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -7511546.500000 Penalty: 5455.675293
	Iteration 34Q: 3 clusters Score -7511546 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 51268 members 
Entering Unmasked Estep 
Score: -7511762.000000 Penalty: 5455.675293
	Iteration 35Q: 3 clusters Score -7511762 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 51755 members 
Entering Unmasked Estep 
Score: -7511976.500000 Penalty: 5455.675293
	Iteration 36Q: 3 clusters Score -7511976 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -7512165.000000 Penalty: 5455.675293
	Iteration 37Q: 3 clusters Score -7512165 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
Score: -7512326.500000 Penalty: 5455.675293
	Iteration 38Q: 3 clusters Score -7512326 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -7512414.500000 Penalty: 5455.675293
	Iteration 39Q: 3 clusters Score -7512414 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -7512568.000000 Penalty: 5455.675293
	Iteration 40F: 3 clusters Score -7512568 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 53637 members 
Entering Unmasked Estep 
Score: -7512677.500000 Penalty: 5455.675293
	Iteration 41Q: 3 clusters Score -7512678 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 53937 members 
Entering Unmasked Estep 
Score: -7512784.500000 Penalty: 5455.675293
	Iteration 42Q: 3 clusters Score -7512784 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -7512859.000000 Penalty: 5455.675293
	Iteration 43Q: 3 clusters Score -7512859 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 54464 members 
Entering Unmasked Estep 
Score: -7512922.500000 Penalty: 5455.675293
	Iteration 44Q: 3 clusters Score -7512922 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 54731 members 
Entering Unmasked Estep 
Score: -7513003.000000 Penalty: 5455.675293
	Iteration 45Q: 3 clusters Score -7513003 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 54965 members 
Entering Unmasked Estep 
Score: -7513090.000000 Penalty: 5455.675293
	Iteration 46Q: 3 clusters Score -7513090 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 55195 members 
Entering Unmasked Estep 
Score: -7513175.000000 Penalty: 5455.675293
	Iteration 47Q: 3 clusters Score -7513175 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 55411 members 
Entering Unmasked Estep 
Score: -7513241.500000 Penalty: 5455.675293
	Iteration 48Q: 3 clusters Score -7513242 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -7513299.500000 Penalty: 5455.675293
	Iteration 49Q: 3 clusters Score -7513300 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -7513307.500000 Penalty: 5455.675293
	Iteration 50Q: 3 clusters Score -7513308 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 55933 members 
Entering Unmasked Estep 
Score: -7513370.000000 Penalty: 5455.675293
	Iteration 51Q: 3 clusters Score -7513370 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -7513432.000000 Penalty: 5455.675293
	Iteration 52Q: 3 clusters Score -7513432 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 56227 members 
Entering Unmasked Estep 
Score: -7513471.500000 Penalty: 5455.675293
	Iteration 53Q: 3 clusters Score -7513472 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 56364 members 
Entering Unmasked Estep 
Score: -7513499.500000 Penalty: 5455.675293
	Iteration 54Q: 3 clusters Score -7513500 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 56480 members 
Entering Unmasked Estep 
Score: -7513559.000000 Penalty: 5455.675293
	Iteration 55Q: 3 clusters Score -7513559 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -7513610.500000 Penalty: 5455.675293
	Iteration 56Q: 3 clusters Score -7513610 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 56733 members 
Entering Unmasked Estep 
Score: -7513685.000000 Penalty: 5455.675293
	Iteration 57Q: 3 clusters Score -7513685 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -7513730.000000 Penalty: 5455.675293
	Iteration 58Q: 3 clusters Score -7513730 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 56962 members 
Entering Unmasked Estep 
Score: -7513744.000000 Penalty: 5455.675293
	Iteration 59Q: 3 clusters Score -7513744 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -7513742.500000 Penalty: 5455.675293
	Iteration 60F: 3 clusters Score -7513742 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -7513772.000000 Penalty: 5455.675293
	Iteration 61Q: 3 clusters Score -7513772 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 57241 members 
Entering Unmasked Estep 
Score: -7513831.000000 Penalty: 5455.675293
	Iteration 62Q: 3 clusters Score -7513831 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 57332 members 
Entering Unmasked Estep 
Score: -7513865.500000 Penalty: 5455.675293
	Iteration 63Q: 3 clusters Score -7513866 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 57409 members 
Entering Unmasked Estep 
Score: -7513906.000000 Penalty: 5455.675293
	Iteration 64Q: 3 clusters Score -7513906 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -7513931.000000 Penalty: 5455.675293
	Iteration 65Q: 3 clusters Score -7513931 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 57529 members 
Entering Unmasked Estep 
Score: -7513941.500000 Penalty: 5455.675293
	Iteration 66Q: 3 clusters Score -7513942 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 57567 members 
Entering Unmasked Estep 
Score: -7513984.500000 Penalty: 5455.675293
	Iteration 67Q: 3 clusters Score -7513984 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 57603 members 
Entering Unmasked Estep 
Score: -7514000.000000 Penalty: 5455.675293
	Iteration 68Q: 3 clusters Score -7514000 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 57654 members 
Entering Unmasked Estep 
Score: -7514008.500000 Penalty: 5455.675293
	Iteration 69Q: 3 clusters Score -7514008 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -7514026.000000 Penalty: 5455.675293
	Iteration 70Q: 3 clusters Score -7514026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 57725 members 
Entering Unmasked Estep 
Score: -7514044.000000 Penalty: 5455.675293
	Iteration 71Q: 3 clusters Score -7514044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 57756 members 
Entering Unmasked Estep 
Score: -7514042.500000 Penalty: 5455.675293
	Iteration 72Q: 3 clusters Score -7514042 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 57786 members 
Entering Unmasked Estep 
Score: -7514059.500000 Penalty: 5455.675293
	Iteration 73Q: 3 clusters Score -7514060 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 57807 members 
Entering Unmasked Estep 
Score: -7514071.500000 Penalty: 5455.675293
	Iteration 74Q: 3 clusters Score -7514072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
Score: -7514095.500000 Penalty: 5455.675293
	Iteration 75Q: 3 clusters Score -7514096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -7514095.500000 Penalty: 5455.675293
	Iteration 76Q: 3 clusters Score -7514096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 57858 members 
Entering Unmasked Estep 
Score: -7514112.500000 Penalty: 5455.675293
	Iteration 77Q: 3 clusters Score -7514112 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -7514116.500000 Penalty: 5455.675293
	Iteration 78Q: 3 clusters Score -7514116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -7514132.000000 Penalty: 5455.675293
	Iteration 79Q: 3 clusters Score -7514132 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 57895 members 
Entering Unmasked Estep 
Score: -7514150.500000 Penalty: 5455.675293
	Iteration 80F: 3 clusters Score -7514150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 57901 members 
Entering Unmasked Estep 
Score: -7514163.000000 Penalty: 5455.675293
	Iteration 81Q: 3 clusters Score -7514163 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -7514176.000000 Penalty: 5455.675293
	Iteration 82Q: 3 clusters Score -7514176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 57917 members 
Entering Unmasked Estep 
Score: -7514178.000000 Penalty: 5455.675293
	Iteration 83Q: 3 clusters Score -7514178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -7514176.500000 Penalty: 5455.675293
	Iteration 84Q: 3 clusters Score -7514176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 57929 members 
Entering Unmasked Estep 
Score: -7514187.000000 Penalty: 5455.675293
	Iteration 85Q: 3 clusters Score -7514187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 57938 members 
Entering Unmasked Estep 
Score: -7514201.000000 Penalty: 5455.675293
	Iteration 86Q: 3 clusters Score -7514201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 57947 members 
Entering Unmasked Estep 
Score: -7514209.000000 Penalty: 5455.675293
	Iteration 87Q: 3 clusters Score -7514209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 57953 members 
Entering Unmasked Estep 
Score: -7514199.000000 Penalty: 5455.675293
	Iteration 88Q: 3 clusters Score -7514199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 57956 members 
Entering Unmasked Estep 
Score: -7514189.500000 Penalty: 5455.675293
	Iteration 89Q: 3 clusters Score -7514190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 57963 members 
Entering Unmasked Estep 
Score: -7514191.000000 Penalty: 5455.675293
	Iteration 90Q: 3 clusters Score -7514191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -7514183.000000 Penalty: 5455.675293
	Iteration 91Q: 3 clusters Score -7514183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -7514193.500000 Penalty: 5455.675293
	Iteration 92Q: 3 clusters Score -7514194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -7514196.500000 Penalty: 5455.675293
	Iteration 93Q: 3 clusters Score -7514196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 57973 members 
Entering Unmasked Estep 
Score: -7514199.000000 Penalty: 5455.675293
	Iteration 94Q: 3 clusters Score -7514199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 57975 members 
Entering Unmasked Estep 
Score: -7514196.500000 Penalty: 5455.675293
	Iteration 95Q: 3 clusters Score -7514196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -7514196.000000 Penalty: 5455.675293
	Iteration 96Q: 3 clusters Score -7514196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 57979 members 
Entering Unmasked Estep 
Score: -7514206.000000 Penalty: 5455.675293
	Iteration 97Q: 3 clusters Score -7514206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 57979 members 
Entering Unmasked Estep 
Score: -7514206.000000 Penalty: 5455.675293
	Iteration 98F: 3 clusters Score -7514206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (296690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296690 members 
Entering Unmasked Estep 
Score: -36797608.000000 Penalty: 3124.909912
	Iteration 0F: 2 clusters Score -3.679761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148348 members 
Mstep: Class 2 contains 148342 members 
Entering Unmasked Estep 
Score: -36614276.000000 Penalty: 6249.819824
	Iteration 0F: 3 clusters Score -3.661428e+07 nChanged 143566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146344 members 
Mstep: Class 2 contains 150346 members 
Entering Unmasked Estep 
Score: -36699904.000000 Penalty: 6249.819824
	Iteration 1F: 3 clusters Score -3.66999e+07 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145457 members 
Mstep: Class 2 contains 151233 members 
Entering Unmasked Estep 
Score: -36702388.000000 Penalty: 6249.819824
	Iteration 2Q: 3 clusters Score -3.670239e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144275 members 
Mstep: Class 2 contains 152415 members 
Entering Unmasked Estep 
Score: -36706200.000000 Penalty: 6249.819824
	Iteration 3Q: 3 clusters Score -3.67062e+07 nChanged 11559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143158 members 
Mstep: Class 2 contains 153532 members 
Entering Unmasked Estep 
Score: -36712324.000000 Penalty: 6249.819824
	Iteration 4Q: 3 clusters Score -3.671232e+07 nChanged 14262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142778 members 
Mstep: Class 2 contains 153912 members 
Entering Unmasked Estep 
Score: -36720864.000000 Penalty: 6249.819824
	Iteration 5Q: 3 clusters Score -3.672086e+07 nChanged 17969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144193 members 
Mstep: Class 2 contains 152497 members 
Entering Unmasked Estep 
Score: -36734268.000000 Penalty: 6249.819824
	Iteration 6F: 3 clusters Score -3.673427e+07 nChanged 21540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147659 members 
Mstep: Class 2 contains 149031 members 
Entering Unmasked Estep 
Score: -36752764.000000 Penalty: 6249.819824
	Iteration 7F: 3 clusters Score -3.675276e+07 nChanged 22431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152342 members 
Mstep: Class 2 contains 144348 members 
Entering Unmasked Estep 
Score: -36769408.000000 Penalty: 6249.819824
	Iteration 8F: 3 clusters Score -3.676941e+07 nChanged 17028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156164 members 
Mstep: Class 2 contains 140526 members 
Entering Unmasked Estep 
Score: -36777092.000000 Penalty: 6249.819824
	Iteration 9F: 3 clusters Score -3.677709e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159015 members 
Mstep: Class 2 contains 137675 members 
Entering Unmasked Estep 
Score: -36780020.000000 Penalty: 6249.819824
	Iteration 10Q: 3 clusters Score -3.678002e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161713 members 
Mstep: Class 2 contains 134977 members 
Entering Unmasked Estep 
Score: -36782408.000000 Penalty: 6249.819824
	Iteration 11Q: 3 clusters Score -3.678241e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165344 members 
Mstep: Class 2 contains 131346 members 
Entering Unmasked Estep 
Score: -36785032.000000 Penalty: 6249.819824
	Iteration 12Q: 3 clusters Score -3.678503e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169609 members 
Mstep: Class 2 contains 127081 members 
Entering Unmasked Estep 
Score: -36787644.000000 Penalty: 6249.819824
	Iteration 13Q: 3 clusters Score -3.678764e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174261 members 
Mstep: Class 2 contains 122429 members 
Entering Unmasked Estep 
Score: -36790160.000000 Penalty: 6249.819824
	Iteration 14Q: 3 clusters Score -3.679016e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179069 members 
Mstep: Class 2 contains 117621 members 
Entering Unmasked Estep 
Score: -36792288.000000 Penalty: 6249.819824
	Iteration 15Q: 3 clusters Score -3.679229e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183727 members 
Mstep: Class 2 contains 112963 members 
Entering Unmasked Estep 
Score: -36794112.000000 Penalty: 6249.819824
	Iteration 16Q: 3 clusters Score -3.679411e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188689 members 
Mstep: Class 2 contains 108001 members 
Entering Unmasked Estep 
Score: -36794884.000000 Penalty: 6249.819824
	Iteration 17Q: 3 clusters Score -3.679488e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193937 members 
Mstep: Class 2 contains 102753 members 
Entering Unmasked Estep 
Score: -36795700.000000 Penalty: 6249.819824
	Iteration 18Q: 3 clusters Score -3.67957e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199449 members 
Mstep: Class 2 contains 97241 members 
Entering Unmasked Estep 
Score: -36796368.000000 Penalty: 6249.819824
	Iteration 19Q: 3 clusters Score -3.679637e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205476 members 
Mstep: Class 2 contains 91214 members 
Entering Unmasked Estep 
Score: -36796944.000000 Penalty: 6249.819824
	Iteration 20F: 3 clusters Score -3.679694e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211663 members 
Mstep: Class 2 contains 85027 members 
Entering Unmasked Estep 
Score: -36797588.000000 Penalty: 6249.819824
	Iteration 21Q: 3 clusters Score -3.679759e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218009 members 
Mstep: Class 2 contains 78681 members 
Entering Unmasked Estep 
Score: -36798164.000000 Penalty: 6249.819824
	Iteration 22Q: 3 clusters Score -3.679816e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224496 members 
Mstep: Class 2 contains 72194 members 
Entering Unmasked Estep 
Score: -36798060.000000 Penalty: 6249.819824
	Iteration 23Q: 3 clusters Score -3.679806e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231448 members 
Mstep: Class 2 contains 65242 members 
Entering Unmasked Estep 
Score: -36798412.000000 Penalty: 6249.819824
	Iteration 24Q: 3 clusters Score -3.679841e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238467 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -36799196.000000 Penalty: 6249.819824
	Iteration 25Q: 3 clusters Score -3.67992e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245139 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -36799600.000000 Penalty: 6249.819824
	Iteration 26Q: 3 clusters Score -3.67996e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251546 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -36800280.000000 Penalty: 6249.819824
	Iteration 27Q: 3 clusters Score -3.680028e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257806 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -36800268.000000 Penalty: 6249.819824
	Iteration 28Q: 3 clusters Score -3.680027e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263933 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -36800344.000000 Penalty: 6249.819824
	Iteration 29Q: 3 clusters Score -3.680034e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269563 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -36799908.000000 Penalty: 6249.819824
	Iteration 30Q: 3 clusters Score -3.679991e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274337 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -36799572.000000 Penalty: 6249.819824
	Iteration 31Q: 3 clusters Score -3.679957e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277555 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -36799020.000000 Penalty: 6249.819824
	Iteration 32Q: 3 clusters Score -3.679902e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279469 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -36798688.000000 Penalty: 6249.819824
	Iteration 33Q: 3 clusters Score -3.679869e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280485 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -36798492.000000 Penalty: 6249.819824
	Iteration 34Q: 3 clusters Score -3.679849e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281036 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -36798348.000000 Penalty: 6249.819824
	Iteration 35Q: 3 clusters Score -3.679835e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281320 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -36798312.000000 Penalty: 6249.819824
	Iteration 36Q: 3 clusters Score -3.679831e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281503 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -36798196.000000 Penalty: 6249.819824
	Iteration 37Q: 3 clusters Score -3.67982e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281584 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -36798208.000000 Penalty: 6249.819824
	Iteration 38Q: 3 clusters Score -3.679821e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281642 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -36798184.000000 Penalty: 6249.819824
	Iteration 39Q: 3 clusters Score -3.679818e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281673 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -36799924.000000 Penalty: 6249.819824
	Iteration 40F: 3 clusters Score -3.679992e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285395 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -36799456.000000 Penalty: 6249.819824
	Iteration 41Q: 3 clusters Score -3.679946e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288142 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -36798836.000000 Penalty: 6249.819824
	Iteration 42Q: 3 clusters Score -3.679884e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290132 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -36798412.000000 Penalty: 6249.819824
	Iteration 43Q: 3 clusters Score -3.679841e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291559 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -36797936.000000 Penalty: 6249.819824
	Iteration 44Q: 3 clusters Score -3.679794e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292627 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -36797508.000000 Penalty: 6249.819824
	Iteration 45Q: 3 clusters Score -3.679751e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293393 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -36797276.000000 Penalty: 6249.819824
	Iteration 46Q: 3 clusters Score -3.679728e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293965 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -36796956.000000 Penalty: 6249.819824
	Iteration 47Q: 3 clusters Score -3.679696e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294401 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -36796680.000000 Penalty: 6249.819824
	Iteration 48Q: 3 clusters Score -3.679668e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294721 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -36796588.000000 Penalty: 6249.819824
	Iteration 49Q: 3 clusters Score -3.679659e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294950 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -36796484.000000 Penalty: 6249.819824
	Iteration 50Q: 3 clusters Score -3.679648e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295109 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -36796444.000000 Penalty: 6249.819824
	Iteration 51Q: 3 clusters Score -3.679644e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295243 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -36796400.000000 Penalty: 6249.819824
	Iteration 52Q: 3 clusters Score -3.67964e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295351 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -36796320.000000 Penalty: 6249.819824
	Iteration 53Q: 3 clusters Score -3.679632e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295431 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -36796264.000000 Penalty: 6249.819824
	Iteration 54Q: 3 clusters Score -3.679626e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295494 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -36796272.000000 Penalty: 6249.819824
	Iteration 55Q: 3 clusters Score -3.679627e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295564 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -36796260.000000 Penalty: 6249.819824
	Iteration 56Q: 3 clusters Score -3.679626e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295613 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -36796236.000000 Penalty: 6249.819824
	Iteration 57Q: 3 clusters Score -3.679624e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295648 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -36796220.000000 Penalty: 6249.819824
	Iteration 58Q: 3 clusters Score -3.679622e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295669 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -36796188.000000 Penalty: 6249.819824
	Iteration 59Q: 3 clusters Score -3.679619e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295683 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -36796152.000000 Penalty: 6249.819824
	Iteration 60F: 3 clusters Score -3.679615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295690 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -36796108.000000 Penalty: 6249.819824
	Iteration 61Q: 3 clusters Score -3.679611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295698 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -36796112.000000 Penalty: 6249.819824
	Iteration 62Q: 3 clusters Score -3.679611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295708 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -36796096.000000 Penalty: 6249.819824
	Iteration 63Q: 3 clusters Score -3.67961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295716 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -36796092.000000 Penalty: 6249.819824
	Iteration 64Q: 3 clusters Score -3.679609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295724 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -36796120.000000 Penalty: 6249.819824
	Iteration 65Q: 3 clusters Score -3.679612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295730 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -36796124.000000 Penalty: 6249.819824
	Iteration 66Q: 3 clusters Score -3.679612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295737 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -36796120.000000 Penalty: 6249.819824
	Iteration 67Q: 3 clusters Score -3.679612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295746 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -36796104.000000 Penalty: 6249.819824
	Iteration 68Q: 3 clusters Score -3.67961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295753 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -36796116.000000 Penalty: 6249.819824
	Iteration 69Q: 3 clusters Score -3.679612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295756 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -36796120.000000 Penalty: 6249.819824
	Iteration 70Q: 3 clusters Score -3.679612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295758 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -36796128.000000 Penalty: 6249.819824
	Iteration 71Q: 3 clusters Score -3.679613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295759 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -36796120.000000 Penalty: 6249.819824
	Iteration 72Q: 3 clusters Score -3.679612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295760 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -36796124.000000 Penalty: 6249.819824
	Iteration 73Q: 3 clusters Score -3.679612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295762 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -36796128.000000 Penalty: 6249.819824
	Iteration 74Q: 3 clusters Score -3.679613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295762 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -36796128.000000 Penalty: 6249.819824
	Iteration 75F: 3 clusters Score -3.679613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Entering Unmasked Estep 
Score: -1239676.500000 Penalty: 2293.748047
	Iteration 0F: 2 clusters Score -1239676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1231711.625000 Penalty: 4587.496094
	Iteration 0F: 3 clusters Score -1231712 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1234123.500000 Penalty: 4587.496094
	Iteration 1F: 3 clusters Score -1234124 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1234502.000000 Penalty: 4587.496094
	Iteration 2F: 3 clusters Score -1234502 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1234794.625000 Penalty: 4587.496094
	Iteration 3F: 3 clusters Score -1234795 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1235036.875000 Penalty: 4587.496094
	Iteration 4Q: 3 clusters Score -1235037 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1235277.750000 Penalty: 4587.496094
	Iteration 5Q: 3 clusters Score -1235278 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1235535.125000 Penalty: 4587.496094
	Iteration 6Q: 3 clusters Score -1235535 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1235783.125000 Penalty: 4587.496094
	Iteration 7Q: 3 clusters Score -1235783 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1236023.250000 Penalty: 4587.496094
	Iteration 8Q: 3 clusters Score -1236023 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1236233.125000 Penalty: 4587.496094
	Iteration 9Q: 3 clusters Score -1236233 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1236433.375000 Penalty: 4587.496094
	Iteration 10Q: 3 clusters Score -1236433 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1236621.500000 Penalty: 4587.496094
	Iteration 11Q: 3 clusters Score -1236622 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1236769.000000 Penalty: 4587.496094
	Iteration 12Q: 3 clusters Score -1236769 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1236882.000000 Penalty: 4587.496094
	Iteration 13Q: 3 clusters Score -1236882 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1236976.000000 Penalty: 4587.496094
	Iteration 14Q: 3 clusters Score -1236976 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1237052.000000 Penalty: 4587.496094
	Iteration 15Q: 3 clusters Score -1237052 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1237122.500000 Penalty: 4587.496094
	Iteration 16Q: 3 clusters Score -1237122 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1237161.750000 Penalty: 4587.496094
	Iteration 17Q: 3 clusters Score -1237162 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1237202.875000 Penalty: 4587.496094
	Iteration 18Q: 3 clusters Score -1237203 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1237230.375000 Penalty: 4587.496094
	Iteration 19Q: 3 clusters Score -1237230 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1237260.125000 Penalty: 4587.496094
	Iteration 20F: 3 clusters Score -1237260 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1237276.750000 Penalty: 4587.496094
	Iteration 21Q: 3 clusters Score -1237277 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1237291.375000 Penalty: 4587.496094
	Iteration 22Q: 3 clusters Score -1237291 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1237304.500000 Penalty: 4587.496094
	Iteration 23Q: 3 clusters Score -1237304 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1237314.125000 Penalty: 4587.496094
	Iteration 24Q: 3 clusters Score -1237314 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1237322.875000 Penalty: 4587.496094
	Iteration 25Q: 3 clusters Score -1237323 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1237332.625000 Penalty: 4587.496094
	Iteration 26Q: 3 clusters Score -1237333 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1237342.250000 Penalty: 4587.496094
	Iteration 27Q: 3 clusters Score -1237342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1237352.000000 Penalty: 4587.496094
	Iteration 28Q: 3 clusters Score -1237352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1237361.125000 Penalty: 4587.496094
	Iteration 29Q: 3 clusters Score -1237361 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1237368.625000 Penalty: 4587.496094
	Iteration 30Q: 3 clusters Score -1237369 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1237374.750000 Penalty: 4587.496094
	Iteration 31Q: 3 clusters Score -1237375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1237373.500000 Penalty: 4587.496094
	Iteration 32Q: 3 clusters Score -1237374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1237379.875000 Penalty: 4587.496094
	Iteration 33Q: 3 clusters Score -1237380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1237386.875000 Penalty: 4587.496094
	Iteration 34Q: 3 clusters Score -1237387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1237393.250000 Penalty: 4587.496094
	Iteration 35Q: 3 clusters Score -1237393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1237394.750000 Penalty: 4587.496094
	Iteration 36Q: 3 clusters Score -1237395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1237398.750000 Penalty: 4587.496094
	Iteration 37Q: 3 clusters Score -1237399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1237401.250000 Penalty: 4587.496094
	Iteration 38Q: 3 clusters Score -1237401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1237403.250000 Penalty: 4587.496094
	Iteration 39Q: 3 clusters Score -1237403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1237405.750000 Penalty: 4587.496094
	Iteration 40F: 3 clusters Score -1237406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1237408.625000 Penalty: 4587.496094
	Iteration 41Q: 3 clusters Score -1237409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1237412.875000 Penalty: 4587.496094
	Iteration 42Q: 3 clusters Score -1237413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1237414.125000 Penalty: 4587.496094
	Iteration 43Q: 3 clusters Score -1237414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1237416.250000 Penalty: 4587.496094
	Iteration 44Q: 3 clusters Score -1237416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1237416.625000 Penalty: 4587.496094
	Iteration 45Q: 3 clusters Score -1237417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1237419.125000 Penalty: 4587.496094
	Iteration 46Q: 3 clusters Score -1237419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1237417.875000 Penalty: 4587.496094
	Iteration 47Q: 3 clusters Score -1237418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1237420.625000 Penalty: 4587.496094
	Iteration 48Q: 3 clusters Score -1237421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1237421.125000 Penalty: 4587.496094
	Iteration 49Q: 3 clusters Score -1237421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1237423.875000 Penalty: 4587.496094
	Iteration 50Q: 3 clusters Score -1237424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1237423.125000 Penalty: 4587.496094
	Iteration 51Q: 3 clusters Score -1237423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1237422.500000 Penalty: 4587.496094
	Iteration 52Q: 3 clusters Score -1237422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1237422.500000 Penalty: 4587.496094
	Iteration 53Q: 3 clusters Score -1237422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1237424.500000 Penalty: 4587.496094
	Iteration 54Q: 3 clusters Score -1237424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1237422.375000 Penalty: 4587.496094
	Iteration 55Q: 3 clusters Score -1237422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1237426.000000 Penalty: 4587.496094
	Iteration 56Q: 3 clusters Score -1237426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1237427.125000 Penalty: 4587.496094
	Iteration 57Q: 3 clusters Score -1237427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1237428.750000 Penalty: 4587.496094
	Iteration 58Q: 3 clusters Score -1237429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1237426.625000 Penalty: 4587.496094
	Iteration 59Q: 3 clusters Score -1237427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1237427.875000 Penalty: 4587.496094
	Iteration 60F: 3 clusters Score -1237428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1237428.125000 Penalty: 4587.496094
	Iteration 61Q: 3 clusters Score -1237428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1237429.000000 Penalty: 4587.496094
	Iteration 62Q: 3 clusters Score -1237429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1237429.500000 Penalty: 4587.496094
	Iteration 63Q: 3 clusters Score -1237430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1237431.250000 Penalty: 4587.496094
	Iteration 64Q: 3 clusters Score -1237431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1237431.250000 Penalty: 4587.496094
	Iteration 65F: 3 clusters Score -1237431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Entering Unmasked Estep 
Score: -4008481.000000 Penalty: 2570.062744
	Iteration 0F: 2 clusters Score -4008481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3986996.500000 Penalty: 5140.125488
	Iteration 0F: 3 clusters Score -3986996 nChanged 14151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -3994456.750000 Penalty: 5140.125488
	Iteration 1F: 3 clusters Score -3994457 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -3994826.750000 Penalty: 5140.125488
	Iteration 2Q: 3 clusters Score -3994827 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -3995192.250000 Penalty: 5140.125488
	Iteration 3Q: 3 clusters Score -3995192 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -3995626.500000 Penalty: 5140.125488
	Iteration 4Q: 3 clusters Score -3995626 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -3996176.000000 Penalty: 5140.125488
	Iteration 5Q: 3 clusters Score -3996176 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -3996935.750000 Penalty: 5140.125488
	Iteration 6Q: 3 clusters Score -3996936 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -3997997.250000 Penalty: 5140.125488
	Iteration 7F: 3 clusters Score -3997997 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -3999479.250000 Penalty: 5140.125488
	Iteration 8F: 3 clusters Score -3999479 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -4001379.250000 Penalty: 5140.125488
	Iteration 9F: 3 clusters Score -4001379 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -4003285.750000 Penalty: 5140.125488
	Iteration 10F: 3 clusters Score -4003286 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -4004665.750000 Penalty: 5140.125488
	Iteration 11Q: 3 clusters Score -4004666 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -4005333.250000 Penalty: 5140.125488
	Iteration 12Q: 3 clusters Score -4005333 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -4005561.500000 Penalty: 5140.125488
	Iteration 13Q: 3 clusters Score -4005562 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -4005668.500000 Penalty: 5140.125488
	Iteration 14Q: 3 clusters Score -4005668 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -4005757.250000 Penalty: 5140.125488
	Iteration 15Q: 3 clusters Score -4005757 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -4005833.000000 Penalty: 5140.125488
	Iteration 16Q: 3 clusters Score -4005833 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -4005887.500000 Penalty: 5140.125488
	Iteration 17Q: 3 clusters Score -4005888 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -4005951.500000 Penalty: 5140.125488
	Iteration 18Q: 3 clusters Score -4005952 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -4006014.250000 Penalty: 5140.125488
	Iteration 19Q: 3 clusters Score -4006014 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -4006083.750000 Penalty: 5140.125488
	Iteration 20F: 3 clusters Score -4006084 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -4006136.500000 Penalty: 5140.125488
	Iteration 21Q: 3 clusters Score -4006136 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -4006189.000000 Penalty: 5140.125488
	Iteration 22Q: 3 clusters Score -4006189 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -4006227.000000 Penalty: 5140.125488
	Iteration 23Q: 3 clusters Score -4006227 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -4006272.250000 Penalty: 5140.125488
	Iteration 24Q: 3 clusters Score -4006272 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -4006311.500000 Penalty: 5140.125488
	Iteration 25Q: 3 clusters Score -4006312 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -4006352.000000 Penalty: 5140.125488
	Iteration 26Q: 3 clusters Score -4006352 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -4006375.000000 Penalty: 5140.125488
	Iteration 27Q: 3 clusters Score -4006375 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -4006386.750000 Penalty: 5140.125488
	Iteration 28Q: 3 clusters Score -4006387 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -4006398.250000 Penalty: 5140.125488
	Iteration 29Q: 3 clusters Score -4006398 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -4006418.500000 Penalty: 5140.125488
	Iteration 30Q: 3 clusters Score -4006418 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -4006439.000000 Penalty: 5140.125488
	Iteration 31Q: 3 clusters Score -4006439 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -4006442.500000 Penalty: 5140.125488
	Iteration 32Q: 3 clusters Score -4006442 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -4006473.000000 Penalty: 5140.125488
	Iteration 33Q: 3 clusters Score -4006473 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -4006492.750000 Penalty: 5140.125488
	Iteration 34Q: 3 clusters Score -4006493 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -4006499.750000 Penalty: 5140.125488
	Iteration 35Q: 3 clusters Score -4006500 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -4006511.250000 Penalty: 5140.125488
	Iteration 36Q: 3 clusters Score -4006511 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -4006528.750000 Penalty: 5140.125488
	Iteration 37Q: 3 clusters Score -4006529 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -4006529.500000 Penalty: 5140.125488
	Iteration 38Q: 3 clusters Score -4006530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -4006536.250000 Penalty: 5140.125488
	Iteration 39Q: 3 clusters Score -4006536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -4006544.500000 Penalty: 5140.125488
	Iteration 40F: 3 clusters Score -4006544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -4006554.750000 Penalty: 5140.125488
	Iteration 41Q: 3 clusters Score -4006555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -4006564.750000 Penalty: 5140.125488
	Iteration 42Q: 3 clusters Score -4006565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -4006563.000000 Penalty: 5140.125488
	Iteration 43Q: 3 clusters Score -4006563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -4006564.750000 Penalty: 5140.125488
	Iteration 44Q: 3 clusters Score -4006565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -4006567.500000 Penalty: 5140.125488
	Iteration 45Q: 3 clusters Score -4006568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -4006575.750000 Penalty: 5140.125488
	Iteration 46Q: 3 clusters Score -4006576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -4006584.500000 Penalty: 5140.125488
	Iteration 47Q: 3 clusters Score -4006584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -4006576.500000 Penalty: 5140.125488
	Iteration 48Q: 3 clusters Score -4006576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -4006578.750000 Penalty: 5140.125488
	Iteration 49Q: 3 clusters Score -4006579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -4006579.250000 Penalty: 5140.125488
	Iteration 50Q: 3 clusters Score -4006579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -4006580.000000 Penalty: 5140.125488
	Iteration 51Q: 3 clusters Score -4006580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -4006577.500000 Penalty: 5140.125488
	Iteration 52Q: 3 clusters Score -4006578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -4006582.750000 Penalty: 5140.125488
	Iteration 53Q: 3 clusters Score -4006583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -4006589.500000 Penalty: 5140.125488
	Iteration 54Q: 3 clusters Score -4006590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -4006594.500000 Penalty: 5140.125488
	Iteration 55Q: 3 clusters Score -4006594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -4006592.500000 Penalty: 5140.125488
	Iteration 56Q: 3 clusters Score -4006592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -4006595.750000 Penalty: 5140.125488
	Iteration 57Q: 3 clusters Score -4006596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -4006601.250000 Penalty: 5140.125488
	Iteration 58Q: 3 clusters Score -4006601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -4006607.750000 Penalty: 5140.125488
	Iteration 59Q: 3 clusters Score -4006608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -4006603.000000 Penalty: 5140.125488
	Iteration 60F: 3 clusters Score -4006603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -4006605.750000 Penalty: 5140.125488
	Iteration 61Q: 3 clusters Score -4006606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -4006601.000000 Penalty: 5140.125488
	Iteration 62Q: 3 clusters Score -4006601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -4006608.500000 Penalty: 5140.125488
	Iteration 63Q: 3 clusters Score -4006608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -4006606.500000 Penalty: 5140.125488
	Iteration 64Q: 3 clusters Score -4006606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -4006608.250000 Penalty: 5140.125488
	Iteration 65Q: 3 clusters Score -4006608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -4006606.500000 Penalty: 5140.125488
	Iteration 66Q: 3 clusters Score -4006606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -4006606.500000 Penalty: 5140.125488
	Iteration 67F: 3 clusters Score -4006606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Entering Unmasked Estep 
Score: -866128.437500 Penalty: 2191.636963
	Iteration 0F: 2 clusters Score -866128.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -860417.062500 Penalty: 4383.273926
	Iteration 0F: 3 clusters Score -860417.1 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -861818.625000 Penalty: 4383.273926
	Iteration 1F: 3 clusters Score -861818.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -862048.250000 Penalty: 4383.273926
	Iteration 2F: 3 clusters Score -862048.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -862202.875000 Penalty: 4383.273926
	Iteration 3F: 3 clusters Score -862202.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -862299.187500 Penalty: 4383.273926
	Iteration 4Q: 3 clusters Score -862299.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -862376.562500 Penalty: 4383.273926
	Iteration 5Q: 3 clusters Score -862376.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -862435.125000 Penalty: 4383.273926
	Iteration 6Q: 3 clusters Score -862435.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -862480.500000 Penalty: 4383.273926
	Iteration 7Q: 3 clusters Score -862480.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -862520.062500 Penalty: 4383.273926
	Iteration 8Q: 3 clusters Score -862520.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -862551.500000 Penalty: 4383.273926
	Iteration 9Q: 3 clusters Score -862551.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -862574.187500 Penalty: 4383.273926
	Iteration 10Q: 3 clusters Score -862574.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -862594.062500 Penalty: 4383.273926
	Iteration 11Q: 3 clusters Score -862594.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -862615.125000 Penalty: 4383.273926
	Iteration 12Q: 3 clusters Score -862615.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -862645.000000 Penalty: 4383.273926
	Iteration 13Q: 3 clusters Score -862645 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -862672.875000 Penalty: 4383.273926
	Iteration 14Q: 3 clusters Score -862672.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -862700.750000 Penalty: 4383.273926
	Iteration 15Q: 3 clusters Score -862700.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -862728.062500 Penalty: 4383.273926
	Iteration 16Q: 3 clusters Score -862728.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -862759.437500 Penalty: 4383.273926
	Iteration 17Q: 3 clusters Score -862759.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -862796.625000 Penalty: 4383.273926
	Iteration 18Q: 3 clusters Score -862796.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -862829.437500 Penalty: 4383.273926
	Iteration 19Q: 3 clusters Score -862829.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -862867.937500 Penalty: 4383.273926
	Iteration 20F: 3 clusters Score -862867.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -862920.000000 Penalty: 4383.273926
	Iteration 21Q: 3 clusters Score -862920 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -862973.875000 Penalty: 4383.273926
	Iteration 22Q: 3 clusters Score -862973.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -863018.437500 Penalty: 4383.273926
	Iteration 23Q: 3 clusters Score -863018.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -863062.437500 Penalty: 4383.273926
	Iteration 24Q: 3 clusters Score -863062.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -863094.062500 Penalty: 4383.273926
	Iteration 25Q: 3 clusters Score -863094.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -863136.437500 Penalty: 4383.273926
	Iteration 26Q: 3 clusters Score -863136.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -863178.312500 Penalty: 4383.273926
	Iteration 27Q: 3 clusters Score -863178.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -863228.375000 Penalty: 4383.273926
	Iteration 28Q: 3 clusters Score -863228.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -863277.937500 Penalty: 4383.273926
	Iteration 29Q: 3 clusters Score -863277.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -863321.562500 Penalty: 4383.273926
	Iteration 30Q: 3 clusters Score -863321.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -863368.312500 Penalty: 4383.273926
	Iteration 31Q: 3 clusters Score -863368.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -863419.562500 Penalty: 4383.273926
	Iteration 32Q: 3 clusters Score -863419.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -863459.937500 Penalty: 4383.273926
	Iteration 33Q: 3 clusters Score -863459.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -863498.062500 Penalty: 4383.273926
	Iteration 34Q: 3 clusters Score -863498.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -863526.875000 Penalty: 4383.273926
	Iteration 35Q: 3 clusters Score -863526.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -863549.437500 Penalty: 4383.273926
	Iteration 36Q: 3 clusters Score -863549.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -863574.375000 Penalty: 4383.273926
	Iteration 37Q: 3 clusters Score -863574.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -863590.687500 Penalty: 4383.273926
	Iteration 38Q: 3 clusters Score -863590.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -863602.000000 Penalty: 4383.273926
	Iteration 39Q: 3 clusters Score -863602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -863620.000000 Penalty: 4383.273926
	Iteration 40F: 3 clusters Score -863620 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -863642.312500 Penalty: 4383.273926
	Iteration 41Q: 3 clusters Score -863642.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -863666.750000 Penalty: 4383.273926
	Iteration 42Q: 3 clusters Score -863666.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -863687.812500 Penalty: 4383.273926
	Iteration 43Q: 3 clusters Score -863687.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -863702.125000 Penalty: 4383.273926
	Iteration 44Q: 3 clusters Score -863702.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -863713.750000 Penalty: 4383.273926
	Iteration 45Q: 3 clusters Score -863713.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -863725.062500 Penalty: 4383.273926
	Iteration 46Q: 3 clusters Score -863725.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -863734.812500 Penalty: 4383.273926
	Iteration 47Q: 3 clusters Score -863734.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -863746.687500 Penalty: 4383.273926
	Iteration 48Q: 3 clusters Score -863746.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -863758.812500 Penalty: 4383.273926
	Iteration 49Q: 3 clusters Score -863758.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -863769.812500 Penalty: 4383.273926
	Iteration 50Q: 3 clusters Score -863769.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -863778.375000 Penalty: 4383.273926
	Iteration 51Q: 3 clusters Score -863778.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -863787.312500 Penalty: 4383.273926
	Iteration 52Q: 3 clusters Score -863787.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -863792.062500 Penalty: 4383.273926
	Iteration 53Q: 3 clusters Score -863792.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -863797.250000 Penalty: 4383.273926
	Iteration 54Q: 3 clusters Score -863797.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -863800.687500 Penalty: 4383.273926
	Iteration 55Q: 3 clusters Score -863800.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -863805.312500 Penalty: 4383.273926
	Iteration 56Q: 3 clusters Score -863805.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -863805.000000 Penalty: 4383.273926
	Iteration 57Q: 3 clusters Score -863805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -863808.312500 Penalty: 4383.273926
	Iteration 58Q: 3 clusters Score -863808.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -863809.625000 Penalty: 4383.273926
	Iteration 59Q: 3 clusters Score -863809.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -863808.625000 Penalty: 4383.273926
	Iteration 60F: 3 clusters Score -863808.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -863807.500000 Penalty: 4383.273926
	Iteration 61Q: 3 clusters Score -863807.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -863807.500000 Penalty: 4383.273926
	Iteration 62F: 3 clusters Score -863807.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Entering Unmasked Estep 
Score: -2350233.750000 Penalty: 2447.511963
	Iteration 0F: 2 clusters Score -2350234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2336569.250000 Penalty: 4895.023926
	Iteration 0F: 3 clusters Score -2336569 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2341132.250000 Penalty: 4895.023926
	Iteration 1F: 3 clusters Score -2341132 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2341552.000000 Penalty: 4895.023926
	Iteration 2F: 3 clusters Score -2341552 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2341895.250000 Penalty: 4895.023926
	Iteration 3Q: 3 clusters Score -2341895 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2342195.250000 Penalty: 4895.023926
	Iteration 4Q: 3 clusters Score -2342195 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2342514.000000 Penalty: 4895.023926
	Iteration 5Q: 3 clusters Score -2342514 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2342876.750000 Penalty: 4895.023926
	Iteration 6Q: 3 clusters Score -2342877 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2343240.500000 Penalty: 4895.023926
	Iteration 7Q: 3 clusters Score -2343240 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2343654.000000 Penalty: 4895.023926
	Iteration 8Q: 3 clusters Score -2343654 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2344076.000000 Penalty: 4895.023926
	Iteration 9Q: 3 clusters Score -2344076 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2344585.250000 Penalty: 4895.023926
	Iteration 10Q: 3 clusters Score -2344585 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2345229.750000 Penalty: 4895.023926
	Iteration 11Q: 3 clusters Score -2345230 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2345876.000000 Penalty: 4895.023926
	Iteration 12Q: 3 clusters Score -2345876 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2346392.750000 Penalty: 4895.023926
	Iteration 13Q: 3 clusters Score -2346393 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2346729.000000 Penalty: 4895.023926
	Iteration 14Q: 3 clusters Score -2346729 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2346958.000000 Penalty: 4895.023926
	Iteration 15Q: 3 clusters Score -2346958 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2347109.250000 Penalty: 4895.023926
	Iteration 16Q: 3 clusters Score -2347109 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2347218.750000 Penalty: 4895.023926
	Iteration 17Q: 3 clusters Score -2347219 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2347287.250000 Penalty: 4895.023926
	Iteration 18Q: 3 clusters Score -2347287 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2347338.250000 Penalty: 4895.023926
	Iteration 19Q: 3 clusters Score -2347338 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2347396.750000 Penalty: 4895.023926
	Iteration 20F: 3 clusters Score -2347397 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2347438.250000 Penalty: 4895.023926
	Iteration 21Q: 3 clusters Score -2347438 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2347487.250000 Penalty: 4895.023926
	Iteration 22Q: 3 clusters Score -2347487 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2347525.500000 Penalty: 4895.023926
	Iteration 23Q: 3 clusters Score -2347526 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2347553.750000 Penalty: 4895.023926
	Iteration 24Q: 3 clusters Score -2347554 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2347590.000000 Penalty: 4895.023926
	Iteration 25Q: 3 clusters Score -2347590 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2347618.500000 Penalty: 4895.023926
	Iteration 26Q: 3 clusters Score -2347618 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2347645.000000 Penalty: 4895.023926
	Iteration 27Q: 3 clusters Score -2347645 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2347672.750000 Penalty: 4895.023926
	Iteration 28Q: 3 clusters Score -2347673 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2347697.000000 Penalty: 4895.023926
	Iteration 29Q: 3 clusters Score -2347697 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2347725.750000 Penalty: 4895.023926
	Iteration 30Q: 3 clusters Score -2347726 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2347759.750000 Penalty: 4895.023926
	Iteration 31Q: 3 clusters Score -2347760 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2347798.250000 Penalty: 4895.023926
	Iteration 32Q: 3 clusters Score -2347798 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2347819.500000 Penalty: 4895.023926
	Iteration 33Q: 3 clusters Score -2347820 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2347838.500000 Penalty: 4895.023926
	Iteration 34Q: 3 clusters Score -2347838 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2347865.250000 Penalty: 4895.023926
	Iteration 35Q: 3 clusters Score -2347865 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2347886.750000 Penalty: 4895.023926
	Iteration 36Q: 3 clusters Score -2347887 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2347922.750000 Penalty: 4895.023926
	Iteration 37Q: 3 clusters Score -2347923 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2347932.500000 Penalty: 4895.023926
	Iteration 38Q: 3 clusters Score -2347932 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2347936.000000 Penalty: 4895.023926
	Iteration 39Q: 3 clusters Score -2347936 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2347945.500000 Penalty: 4895.023926
	Iteration 40F: 3 clusters Score -2347946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2347955.750000 Penalty: 4895.023926
	Iteration 41Q: 3 clusters Score -2347956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2347958.500000 Penalty: 4895.023926
	Iteration 42Q: 3 clusters Score -2347958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2347971.500000 Penalty: 4895.023926
	Iteration 43Q: 3 clusters Score -2347972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2347968.000000 Penalty: 4895.023926
	Iteration 44Q: 3 clusters Score -2347968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2347974.000000 Penalty: 4895.023926
	Iteration 45Q: 3 clusters Score -2347974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2347980.750000 Penalty: 4895.023926
	Iteration 46Q: 3 clusters Score -2347981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2347980.000000 Penalty: 4895.023926
	Iteration 47Q: 3 clusters Score -2347980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2347985.500000 Penalty: 4895.023926
	Iteration 48Q: 3 clusters Score -2347986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2347994.500000 Penalty: 4895.023926
	Iteration 49Q: 3 clusters Score -2347994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2347988.000000 Penalty: 4895.023926
	Iteration 50Q: 3 clusters Score -2347988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2347991.000000 Penalty: 4895.023926
	Iteration 51Q: 3 clusters Score -2347991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2347990.500000 Penalty: 4895.023926
	Iteration 52Q: 3 clusters Score -2347990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2347990.750000 Penalty: 4895.023926
	Iteration 53Q: 3 clusters Score -2347991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2347991.500000 Penalty: 4895.023926
	Iteration 54Q: 3 clusters Score -2347992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2347996.500000 Penalty: 4895.023926
	Iteration 55Q: 3 clusters Score -2347996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2347996.000000 Penalty: 4895.023926
	Iteration 56Q: 3 clusters Score -2347996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2347998.250000 Penalty: 4895.023926
	Iteration 57Q: 3 clusters Score -2347998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2348001.250000 Penalty: 4895.023926
	Iteration 58Q: 3 clusters Score -2348001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2348004.750000 Penalty: 4895.023926
	Iteration 59Q: 3 clusters Score -2348005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2348006.000000 Penalty: 4895.023926
	Iteration 60F: 3 clusters Score -2348006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2348007.250000 Penalty: 4895.023926
	Iteration 61Q: 3 clusters Score -2348007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2348007.250000 Penalty: 4895.023926
	Iteration 62Q: 3 clusters Score -2348007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2348008.250000 Penalty: 4895.023926
	Iteration 63Q: 3 clusters Score -2348008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2348012.750000 Penalty: 4895.023926
	Iteration 64Q: 3 clusters Score -2348013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2348015.000000 Penalty: 4895.023926
	Iteration 65Q: 3 clusters Score -2348015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2348011.000000 Penalty: 4895.023926
	Iteration 66Q: 3 clusters Score -2348011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2348015.250000 Penalty: 4895.023926
	Iteration 67Q: 3 clusters Score -2348015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2348020.750000 Penalty: 4895.023926
	Iteration 68Q: 3 clusters Score -2348021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2348020.250000 Penalty: 4895.023926
	Iteration 69Q: 3 clusters Score -2348020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2348022.500000 Penalty: 4895.023926
	Iteration 70Q: 3 clusters Score -2348022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2348024.250000 Penalty: 4895.023926
	Iteration 71Q: 3 clusters Score -2348024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2348024.750000 Penalty: 4895.023926
	Iteration 72Q: 3 clusters Score -2348025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2348025.750000 Penalty: 4895.023926
	Iteration 73Q: 3 clusters Score -2348026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2348025.750000 Penalty: 4895.023926
	Iteration 74Q: 3 clusters Score -2348026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2348025.750000 Penalty: 4895.023926
	Iteration 75F: 3 clusters Score -2348026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Entering Unmasked Estep 
Score: -4845100.500000 Penalty: 2626.010986
	Iteration 0F: 2 clusters Score -4845100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -4818145.000000 Penalty: 5252.021973
	Iteration 0F: 3 clusters Score -4818145 nChanged 18119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -4828291.500000 Penalty: 5252.021973
	Iteration 1F: 3 clusters Score -4828292 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -4828941.500000 Penalty: 5252.021973
	Iteration 2Q: 3 clusters Score -4828942 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -4829571.500000 Penalty: 5252.021973
	Iteration 3Q: 3 clusters Score -4829572 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -4830225.000000 Penalty: 5252.021973
	Iteration 4Q: 3 clusters Score -4830225 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -4830918.000000 Penalty: 5252.021973
	Iteration 5Q: 3 clusters Score -4830918 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -4831679.000000 Penalty: 5252.021973
	Iteration 6Q: 3 clusters Score -4831679 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -4832484.500000 Penalty: 5252.021973
	Iteration 7Q: 3 clusters Score -4832484 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -4833385.500000 Penalty: 5252.021973
	Iteration 8Q: 3 clusters Score -4833386 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -4834395.000000 Penalty: 5252.021973
	Iteration 9Q: 3 clusters Score -4834395 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -4835552.000000 Penalty: 5252.021973
	Iteration 10Q: 3 clusters Score -4835552 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -4836617.000000 Penalty: 5252.021973
	Iteration 11Q: 3 clusters Score -4836617 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -4837515.500000 Penalty: 5252.021973
	Iteration 12Q: 3 clusters Score -4837516 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -4838247.000000 Penalty: 5252.021973
	Iteration 13Q: 3 clusters Score -4838247 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -4838708.000000 Penalty: 5252.021973
	Iteration 14Q: 3 clusters Score -4838708 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -4839029.500000 Penalty: 5252.021973
	Iteration 15Q: 3 clusters Score -4839030 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -4839290.000000 Penalty: 5252.021973
	Iteration 16Q: 3 clusters Score -4839290 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -4839523.000000 Penalty: 5252.021973
	Iteration 17Q: 3 clusters Score -4839523 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -4839735.500000 Penalty: 5252.021973
	Iteration 18Q: 3 clusters Score -4839736 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -4839932.000000 Penalty: 5252.021973
	Iteration 19Q: 3 clusters Score -4839932 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -4840086.500000 Penalty: 5252.021973
	Iteration 20F: 3 clusters Score -4840086 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -4840221.500000 Penalty: 5252.021973
	Iteration 21Q: 3 clusters Score -4840222 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -4840363.500000 Penalty: 5252.021973
	Iteration 22Q: 3 clusters Score -4840364 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -4840495.500000 Penalty: 5252.021973
	Iteration 23Q: 3 clusters Score -4840496 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -4840581.000000 Penalty: 5252.021973
	Iteration 24Q: 3 clusters Score -4840581 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -4840664.500000 Penalty: 5252.021973
	Iteration 25Q: 3 clusters Score -4840664 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -4840754.000000 Penalty: 5252.021973
	Iteration 26Q: 3 clusters Score -4840754 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -4840851.500000 Penalty: 5252.021973
	Iteration 27Q: 3 clusters Score -4840852 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -4840908.000000 Penalty: 5252.021973
	Iteration 28Q: 3 clusters Score -4840908 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -4840998.000000 Penalty: 5252.021973
	Iteration 29Q: 3 clusters Score -4840998 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -4841065.000000 Penalty: 5252.021973
	Iteration 30Q: 3 clusters Score -4841065 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -4841114.500000 Penalty: 5252.021973
	Iteration 31Q: 3 clusters Score -4841114 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -4841207.000000 Penalty: 5252.021973
	Iteration 32Q: 3 clusters Score -4841207 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -4841317.500000 Penalty: 5252.021973
	Iteration 33Q: 3 clusters Score -4841318 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -4841389.500000 Penalty: 5252.021973
	Iteration 34Q: 3 clusters Score -4841390 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -4841521.500000 Penalty: 5252.021973
	Iteration 35Q: 3 clusters Score -4841522 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -4841652.500000 Penalty: 5252.021973
	Iteration 36Q: 3 clusters Score -4841652 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -4841763.500000 Penalty: 5252.021973
	Iteration 37Q: 3 clusters Score -4841764 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -4841902.500000 Penalty: 5252.021973
	Iteration 38Q: 3 clusters Score -4841902 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -4842070.500000 Penalty: 5252.021973
	Iteration 39Q: 3 clusters Score -4842070 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -4842274.000000 Penalty: 5252.021973
	Iteration 40F: 3 clusters Score -4842274 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -4842494.500000 Penalty: 5252.021973
	Iteration 41Q: 3 clusters Score -4842494 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -4842767.500000 Penalty: 5252.021973
	Iteration 42Q: 3 clusters Score -4842768 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -4843075.000000 Penalty: 5252.021973
	Iteration 43Q: 3 clusters Score -4843075 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -4843397.500000 Penalty: 5252.021973
	Iteration 44Q: 3 clusters Score -4843398 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -4843697.500000 Penalty: 5252.021973
	Iteration 45Q: 3 clusters Score -4843698 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -4843876.500000 Penalty: 5252.021973
	Iteration 46Q: 3 clusters Score -4843876 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -4844020.000000 Penalty: 5252.021973
	Iteration 47Q: 3 clusters Score -4844020 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -4844112.500000 Penalty: 5252.021973
	Iteration 48Q: 3 clusters Score -4844112 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -4844170.000000 Penalty: 5252.021973
	Iteration 49Q: 3 clusters Score -4844170 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -4844203.500000 Penalty: 5252.021973
	Iteration 50Q: 3 clusters Score -4844204 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -4844241.500000 Penalty: 5252.021973
	Iteration 51Q: 3 clusters Score -4844242 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -4844254.000000 Penalty: 5252.021973
	Iteration 52Q: 3 clusters Score -4844254 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -4844268.000000 Penalty: 5252.021973
	Iteration 53Q: 3 clusters Score -4844268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -4844278.000000 Penalty: 5252.021973
	Iteration 54Q: 3 clusters Score -4844278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -4844274.000000 Penalty: 5252.021973
	Iteration 55Q: 3 clusters Score -4844274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -4844287.000000 Penalty: 5252.021973
	Iteration 56Q: 3 clusters Score -4844287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -4844300.000000 Penalty: 5252.021973
	Iteration 57Q: 3 clusters Score -4844300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -4844296.500000 Penalty: 5252.021973
	Iteration 58Q: 3 clusters Score -4844296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -4844299.500000 Penalty: 5252.021973
	Iteration 59Q: 3 clusters Score -4844300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -4844295.000000 Penalty: 5252.021973
	Iteration 60F: 3 clusters Score -4844295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -4844293.000000 Penalty: 5252.021973
	Iteration 61Q: 3 clusters Score -4844293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -4844290.500000 Penalty: 5252.021973
	Iteration 62Q: 3 clusters Score -4844290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -4844291.500000 Penalty: 5252.021973
	Iteration 63Q: 3 clusters Score -4844292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -4844300.000000 Penalty: 5252.021973
	Iteration 64Q: 3 clusters Score -4844300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -4844298.500000 Penalty: 5252.021973
	Iteration 65Q: 3 clusters Score -4844298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -4844294.500000 Penalty: 5252.021973
	Iteration 66Q: 3 clusters Score -4844294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -4844296.000000 Penalty: 5252.021973
	Iteration 67Q: 3 clusters Score -4844296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -4844296.500000 Penalty: 5252.021973
	Iteration 68Q: 3 clusters Score -4844296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -4844297.000000 Penalty: 5252.021973
	Iteration 69Q: 3 clusters Score -4844297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4844294.500000 Penalty: 5252.021973
	Iteration 70Q: 3 clusters Score -4844294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -4844292.000000 Penalty: 5252.021973
	Iteration 71Q: 3 clusters Score -4844292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -4844294.500000 Penalty: 5252.021973
	Iteration 72Q: 3 clusters Score -4844294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4844289.500000 Penalty: 5252.021973
	Iteration 73Q: 3 clusters Score -4844290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4844289.500000 Penalty: 5252.021973
	Iteration 74F: 3 clusters Score -4844290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Entering Unmasked Estep 
Score: -1118253.875000 Penalty: 2270.606934
	Iteration 0F: 2 clusters Score -1118254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1110876.500000 Penalty: 4541.213867
	Iteration 0F: 3 clusters Score -1110876 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1112992.625000 Penalty: 4541.213867
	Iteration 1F: 3 clusters Score -1112993 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1113419.750000 Penalty: 4541.213867
	Iteration 2F: 3 clusters Score -1113420 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1113913.125000 Penalty: 4541.213867
	Iteration 3F: 3 clusters Score -1113913 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1114425.500000 Penalty: 4541.213867
	Iteration 4F: 3 clusters Score -1114426 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1114947.125000 Penalty: 4541.213867
	Iteration 5F: 3 clusters Score -1114947 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1115540.875000 Penalty: 4541.213867
	Iteration 6F: 3 clusters Score -1115541 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1116101.250000 Penalty: 4541.213867
	Iteration 7F: 3 clusters Score -1116101 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1116522.875000 Penalty: 4541.213867
	Iteration 8F: 3 clusters Score -1116523 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1116782.625000 Penalty: 4541.213867
	Iteration 9Q: 3 clusters Score -1116783 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1116939.875000 Penalty: 4541.213867
	Iteration 10Q: 3 clusters Score -1116940 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1117068.625000 Penalty: 4541.213867
	Iteration 11Q: 3 clusters Score -1117069 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1117140.625000 Penalty: 4541.213867
	Iteration 12Q: 3 clusters Score -1117141 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1117178.250000 Penalty: 4541.213867
	Iteration 13Q: 3 clusters Score -1117178 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1117206.375000 Penalty: 4541.213867
	Iteration 14Q: 3 clusters Score -1117206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1117228.875000 Penalty: 4541.213867
	Iteration 15Q: 3 clusters Score -1117229 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1117251.250000 Penalty: 4541.213867
	Iteration 16Q: 3 clusters Score -1117251 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1117275.375000 Penalty: 4541.213867
	Iteration 17Q: 3 clusters Score -1117275 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1117308.500000 Penalty: 4541.213867
	Iteration 18Q: 3 clusters Score -1117308 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1117330.750000 Penalty: 4541.213867
	Iteration 19Q: 3 clusters Score -1117331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1117354.375000 Penalty: 4541.213867
	Iteration 20F: 3 clusters Score -1117354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1117369.500000 Penalty: 4541.213867
	Iteration 21Q: 3 clusters Score -1117370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1117383.500000 Penalty: 4541.213867
	Iteration 22Q: 3 clusters Score -1117384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1117397.750000 Penalty: 4541.213867
	Iteration 23Q: 3 clusters Score -1117398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1117408.500000 Penalty: 4541.213867
	Iteration 24Q: 3 clusters Score -1117408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1117416.875000 Penalty: 4541.213867
	Iteration 25Q: 3 clusters Score -1117417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1117424.000000 Penalty: 4541.213867
	Iteration 26Q: 3 clusters Score -1117424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1117432.625000 Penalty: 4541.213867
	Iteration 27Q: 3 clusters Score -1117433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1117437.750000 Penalty: 4541.213867
	Iteration 28Q: 3 clusters Score -1117438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1117444.125000 Penalty: 4541.213867
	Iteration 29Q: 3 clusters Score -1117444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1117445.750000 Penalty: 4541.213867
	Iteration 30Q: 3 clusters Score -1117446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1117449.750000 Penalty: 4541.213867
	Iteration 31Q: 3 clusters Score -1117450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1117452.500000 Penalty: 4541.213867
	Iteration 32Q: 3 clusters Score -1117452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1117455.875000 Penalty: 4541.213867
	Iteration 33Q: 3 clusters Score -1117456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1117456.500000 Penalty: 4541.213867
	Iteration 34Q: 3 clusters Score -1117456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1117462.125000 Penalty: 4541.213867
	Iteration 35Q: 3 clusters Score -1117462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1117464.750000 Penalty: 4541.213867
	Iteration 36Q: 3 clusters Score -1117465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1117466.500000 Penalty: 4541.213867
	Iteration 37Q: 3 clusters Score -1117466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1117470.750000 Penalty: 4541.213867
	Iteration 38Q: 3 clusters Score -1117471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1117476.000000 Penalty: 4541.213867
	Iteration 39Q: 3 clusters Score -1117476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1117474.500000 Penalty: 4541.213867
	Iteration 40F: 3 clusters Score -1117474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1117475.375000 Penalty: 4541.213867
	Iteration 41Q: 3 clusters Score -1117475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1117475.375000 Penalty: 4541.213867
	Iteration 42F: 3 clusters Score -1117475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Entering Unmasked Estep 
Score: -2592564.500000 Penalty: 2490.261719
	Iteration 0F: 2 clusters Score -2592564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2576613.250000 Penalty: 4980.523438
	Iteration 0F: 3 clusters Score -2576613 nChanged 10180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2582193.750000 Penalty: 4980.523438
	Iteration 1F: 3 clusters Score -2582194 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2582826.000000 Penalty: 4980.523438
	Iteration 2F: 3 clusters Score -2582826 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2583362.250000 Penalty: 4980.523438
	Iteration 3F: 3 clusters Score -2583362 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2583820.500000 Penalty: 4980.523438
	Iteration 4Q: 3 clusters Score -2583820 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2584237.000000 Penalty: 4980.523438
	Iteration 5Q: 3 clusters Score -2584237 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2584643.250000 Penalty: 4980.523438
	Iteration 6Q: 3 clusters Score -2584643 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2585005.750000 Penalty: 4980.523438
	Iteration 7Q: 3 clusters Score -2585006 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2585387.750000 Penalty: 4980.523438
	Iteration 8Q: 3 clusters Score -2585388 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2585730.250000 Penalty: 4980.523438
	Iteration 9Q: 3 clusters Score -2585730 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2586120.250000 Penalty: 4980.523438
	Iteration 10Q: 3 clusters Score -2586120 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2586583.750000 Penalty: 4980.523438
	Iteration 11Q: 3 clusters Score -2586584 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2587074.750000 Penalty: 4980.523438
	Iteration 12Q: 3 clusters Score -2587075 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2587563.500000 Penalty: 4980.523438
	Iteration 13Q: 3 clusters Score -2587564 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2588037.750000 Penalty: 4980.523438
	Iteration 14Q: 3 clusters Score -2588038 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2588504.000000 Penalty: 4980.523438
	Iteration 15Q: 3 clusters Score -2588504 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2588949.000000 Penalty: 4980.523438
	Iteration 16Q: 3 clusters Score -2588949 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2589313.750000 Penalty: 4980.523438
	Iteration 17Q: 3 clusters Score -2589314 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2589625.500000 Penalty: 4980.523438
	Iteration 18Q: 3 clusters Score -2589626 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2589890.250000 Penalty: 4980.523438
	Iteration 19Q: 3 clusters Score -2589890 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -2590090.000000 Penalty: 4980.523438
	Iteration 20F: 3 clusters Score -2590090 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -2590237.000000 Penalty: 4980.523438
	Iteration 21Q: 3 clusters Score -2590237 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -2590340.500000 Penalty: 4980.523438
	Iteration 22Q: 3 clusters Score -2590340 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -2590438.500000 Penalty: 4980.523438
	Iteration 23Q: 3 clusters Score -2590438 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -2590533.500000 Penalty: 4980.523438
	Iteration 24Q: 3 clusters Score -2590534 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -2590586.500000 Penalty: 4980.523438
	Iteration 25Q: 3 clusters Score -2590586 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -2590608.250000 Penalty: 4980.523438
	Iteration 26Q: 3 clusters Score -2590608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -2590643.750000 Penalty: 4980.523438
	Iteration 27Q: 3 clusters Score -2590644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2590658.250000 Penalty: 4980.523438
	Iteration 28Q: 3 clusters Score -2590658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -2590674.250000 Penalty: 4980.523438
	Iteration 29Q: 3 clusters Score -2590674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2590682.250000 Penalty: 4980.523438
	Iteration 30Q: 3 clusters Score -2590682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2590691.250000 Penalty: 4980.523438
	Iteration 31Q: 3 clusters Score -2590691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2590699.000000 Penalty: 4980.523438
	Iteration 32Q: 3 clusters Score -2590699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2590711.250000 Penalty: 4980.523438
	Iteration 33Q: 3 clusters Score -2590711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -2590712.750000 Penalty: 4980.523438
	Iteration 34Q: 3 clusters Score -2590713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -2590719.250000 Penalty: 4980.523438
	Iteration 35Q: 3 clusters Score -2590719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2590721.250000 Penalty: 4980.523438
	Iteration 36Q: 3 clusters Score -2590721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2590725.000000 Penalty: 4980.523438
	Iteration 37Q: 3 clusters Score -2590725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -2590723.000000 Penalty: 4980.523438
	Iteration 38Q: 3 clusters Score -2590723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -2590728.250000 Penalty: 4980.523438
	Iteration 39Q: 3 clusters Score -2590728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -2590728.500000 Penalty: 4980.523438
	Iteration 40F: 3 clusters Score -2590728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2590731.000000 Penalty: 4980.523438
	Iteration 41Q: 3 clusters Score -2590731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -2590736.500000 Penalty: 4980.523438
	Iteration 42Q: 3 clusters Score -2590736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2590737.750000 Penalty: 4980.523438
	Iteration 43Q: 3 clusters Score -2590738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2590737.750000 Penalty: 4980.523438
	Iteration 44F: 3 clusters Score -2590738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Entering Unmasked Estep 
Score: -2806913.500000 Penalty: 2493.609619
	Iteration 0F: 2 clusters Score -2806914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2790666.000000 Penalty: 4987.219238
	Iteration 0F: 3 clusters Score -2790666 nChanged 10382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2796435.250000 Penalty: 4987.219238
	Iteration 1F: 3 clusters Score -2796435 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2797175.500000 Penalty: 4987.219238
	Iteration 2F: 3 clusters Score -2797176 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2797989.750000 Penalty: 4987.219238
	Iteration 3F: 3 clusters Score -2797990 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2798745.000000 Penalty: 4987.219238
	Iteration 4F: 3 clusters Score -2798745 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2799445.500000 Penalty: 4987.219238
	Iteration 5F: 3 clusters Score -2799446 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2800045.750000 Penalty: 4987.219238
	Iteration 6F: 3 clusters Score -2800046 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2800535.750000 Penalty: 4987.219238
	Iteration 7Q: 3 clusters Score -2800536 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2801006.750000 Penalty: 4987.219238
	Iteration 8Q: 3 clusters Score -2801007 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2801409.250000 Penalty: 4987.219238
	Iteration 9Q: 3 clusters Score -2801409 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2801739.250000 Penalty: 4987.219238
	Iteration 10Q: 3 clusters Score -2801739 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2802060.000000 Penalty: 4987.219238
	Iteration 11Q: 3 clusters Score -2802060 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2802381.000000 Penalty: 4987.219238
	Iteration 12Q: 3 clusters Score -2802381 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2802689.000000 Penalty: 4987.219238
	Iteration 13Q: 3 clusters Score -2802689 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2802965.250000 Penalty: 4987.219238
	Iteration 14Q: 3 clusters Score -2802965 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2803152.750000 Penalty: 4987.219238
	Iteration 15Q: 3 clusters Score -2803153 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2803274.000000 Penalty: 4987.219238
	Iteration 16Q: 3 clusters Score -2803274 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2803369.250000 Penalty: 4987.219238
	Iteration 17Q: 3 clusters Score -2803369 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2803438.000000 Penalty: 4987.219238
	Iteration 18Q: 3 clusters Score -2803438 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2803473.250000 Penalty: 4987.219238
	Iteration 19Q: 3 clusters Score -2803473 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2803512.500000 Penalty: 4987.219238
	Iteration 20F: 3 clusters Score -2803512 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2803533.750000 Penalty: 4987.219238
	Iteration 21Q: 3 clusters Score -2803534 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2803568.500000 Penalty: 4987.219238
	Iteration 22Q: 3 clusters Score -2803568 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2803582.500000 Penalty: 4987.219238
	Iteration 23Q: 3 clusters Score -2803582 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2803592.000000 Penalty: 4987.219238
	Iteration 24Q: 3 clusters Score -2803592 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2803605.500000 Penalty: 4987.219238
	Iteration 25Q: 3 clusters Score -2803606 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2803619.000000 Penalty: 4987.219238
	Iteration 26Q: 3 clusters Score -2803619 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2803630.500000 Penalty: 4987.219238
	Iteration 27Q: 3 clusters Score -2803630 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2803639.750000 Penalty: 4987.219238
	Iteration 28Q: 3 clusters Score -2803640 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2803668.750000 Penalty: 4987.219238
	Iteration 29Q: 3 clusters Score -2803669 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2803681.000000 Penalty: 4987.219238
	Iteration 30Q: 3 clusters Score -2803681 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2803702.750000 Penalty: 4987.219238
	Iteration 31Q: 3 clusters Score -2803703 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2803727.000000 Penalty: 4987.219238
	Iteration 32Q: 3 clusters Score -2803727 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2803749.750000 Penalty: 4987.219238
	Iteration 33Q: 3 clusters Score -2803750 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2803790.250000 Penalty: 4987.219238
	Iteration 34Q: 3 clusters Score -2803790 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2803798.250000 Penalty: 4987.219238
	Iteration 35Q: 3 clusters Score -2803798 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2803842.750000 Penalty: 4987.219238
	Iteration 36Q: 3 clusters Score -2803843 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2803855.000000 Penalty: 4987.219238
	Iteration 37Q: 3 clusters Score -2803855 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2803889.250000 Penalty: 4987.219238
	Iteration 38Q: 3 clusters Score -2803889 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2803923.250000 Penalty: 4987.219238
	Iteration 39Q: 3 clusters Score -2803923 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2803952.000000 Penalty: 4987.219238
	Iteration 40F: 3 clusters Score -2803952 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2803972.000000 Penalty: 4987.219238
	Iteration 41Q: 3 clusters Score -2803972 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2804006.750000 Penalty: 4987.219238
	Iteration 42Q: 3 clusters Score -2804007 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2804027.250000 Penalty: 4987.219238
	Iteration 43Q: 3 clusters Score -2804027 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2804045.000000 Penalty: 4987.219238
	Iteration 44Q: 3 clusters Score -2804045 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2804073.250000 Penalty: 4987.219238
	Iteration 45Q: 3 clusters Score -2804073 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2804086.750000 Penalty: 4987.219238
	Iteration 46Q: 3 clusters Score -2804087 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2804113.250000 Penalty: 4987.219238
	Iteration 47Q: 3 clusters Score -2804113 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2804147.000000 Penalty: 4987.219238
	Iteration 48Q: 3 clusters Score -2804147 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2804166.500000 Penalty: 4987.219238
	Iteration 49Q: 3 clusters Score -2804166 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2804192.250000 Penalty: 4987.219238
	Iteration 50Q: 3 clusters Score -2804192 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2804229.500000 Penalty: 4987.219238
	Iteration 51Q: 3 clusters Score -2804230 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2804266.500000 Penalty: 4987.219238
	Iteration 52Q: 3 clusters Score -2804266 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2804290.250000 Penalty: 4987.219238
	Iteration 53Q: 3 clusters Score -2804290 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2804329.500000 Penalty: 4987.219238
	Iteration 54Q: 3 clusters Score -2804330 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2804382.000000 Penalty: 4987.219238
	Iteration 55Q: 3 clusters Score -2804382 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2804410.500000 Penalty: 4987.219238
	Iteration 56Q: 3 clusters Score -2804410 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2804427.250000 Penalty: 4987.219238
	Iteration 57Q: 3 clusters Score -2804427 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2804460.000000 Penalty: 4987.219238
	Iteration 58Q: 3 clusters Score -2804460 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2804510.500000 Penalty: 4987.219238
	Iteration 59Q: 3 clusters Score -2804510 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2804549.500000 Penalty: 4987.219238
	Iteration 60F: 3 clusters Score -2804550 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2804598.750000 Penalty: 4987.219238
	Iteration 61Q: 3 clusters Score -2804599 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2804641.250000 Penalty: 4987.219238
	Iteration 62Q: 3 clusters Score -2804641 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2804692.250000 Penalty: 4987.219238
	Iteration 63Q: 3 clusters Score -2804692 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2804747.750000 Penalty: 4987.219238
	Iteration 64Q: 3 clusters Score -2804748 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2804777.250000 Penalty: 4987.219238
	Iteration 65Q: 3 clusters Score -2804777 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2804822.500000 Penalty: 4987.219238
	Iteration 66Q: 3 clusters Score -2804822 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2804856.250000 Penalty: 4987.219238
	Iteration 67Q: 3 clusters Score -2804856 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2804887.250000 Penalty: 4987.219238
	Iteration 68Q: 3 clusters Score -2804887 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2804929.500000 Penalty: 4987.219238
	Iteration 69Q: 3 clusters Score -2804930 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2804965.250000 Penalty: 4987.219238
	Iteration 70Q: 3 clusters Score -2804965 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2804992.250000 Penalty: 4987.219238
	Iteration 71Q: 3 clusters Score -2804992 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2805020.500000 Penalty: 4987.219238
	Iteration 72Q: 3 clusters Score -2805020 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2805042.250000 Penalty: 4987.219238
	Iteration 73Q: 3 clusters Score -2805042 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -2805059.250000 Penalty: 4987.219238
	Iteration 74Q: 3 clusters Score -2805059 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2805082.000000 Penalty: 4987.219238
	Iteration 75Q: 3 clusters Score -2805082 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2805102.000000 Penalty: 4987.219238
	Iteration 76Q: 3 clusters Score -2805102 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2805112.750000 Penalty: 4987.219238
	Iteration 77Q: 3 clusters Score -2805113 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2805130.000000 Penalty: 4987.219238
	Iteration 78Q: 3 clusters Score -2805130 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2805149.250000 Penalty: 4987.219238
	Iteration 79Q: 3 clusters Score -2805149 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2805152.750000 Penalty: 4987.219238
	Iteration 80F: 3 clusters Score -2805153 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2805161.000000 Penalty: 4987.219238
	Iteration 81Q: 3 clusters Score -2805161 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2805168.750000 Penalty: 4987.219238
	Iteration 82Q: 3 clusters Score -2805169 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2805181.750000 Penalty: 4987.219238
	Iteration 83Q: 3 clusters Score -2805182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -2805199.250000 Penalty: 4987.219238
	Iteration 84Q: 3 clusters Score -2805199 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2805217.750000 Penalty: 4987.219238
	Iteration 85Q: 3 clusters Score -2805218 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -2805227.500000 Penalty: 4987.219238
	Iteration 86Q: 3 clusters Score -2805228 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2805248.250000 Penalty: 4987.219238
	Iteration 87Q: 3 clusters Score -2805248 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2805267.000000 Penalty: 4987.219238
	Iteration 88Q: 3 clusters Score -2805267 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2805282.750000 Penalty: 4987.219238
	Iteration 89Q: 3 clusters Score -2805283 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2805306.750000 Penalty: 4987.219238
	Iteration 90Q: 3 clusters Score -2805307 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -2805320.750000 Penalty: 4987.219238
	Iteration 91Q: 3 clusters Score -2805321 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2805325.750000 Penalty: 4987.219238
	Iteration 92Q: 3 clusters Score -2805326 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2805349.000000 Penalty: 4987.219238
	Iteration 93Q: 3 clusters Score -2805349 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2805369.250000 Penalty: 4987.219238
	Iteration 94Q: 3 clusters Score -2805369 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -2805396.000000 Penalty: 4987.219238
	Iteration 95Q: 3 clusters Score -2805396 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -2805407.000000 Penalty: 4987.219238
	Iteration 96Q: 3 clusters Score -2805407 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2805423.500000 Penalty: 4987.219238
	Iteration 97Q: 3 clusters Score -2805424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -2805435.000000 Penalty: 4987.219238
	Iteration 98Q: 3 clusters Score -2805435 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -2805445.500000 Penalty: 4987.219238
	Iteration 99Q: 3 clusters Score -2805446 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -2805468.750000 Penalty: 4987.219238
	Iteration 100F: 3 clusters Score -2805469 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2805492.250000 Penalty: 4987.219238
	Iteration 101Q: 3 clusters Score -2805492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -2805515.750000 Penalty: 4987.219238
	Iteration 102Q: 3 clusters Score -2805516 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2805520.500000 Penalty: 4987.219238
	Iteration 103Q: 3 clusters Score -2805520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2805533.750000 Penalty: 4987.219238
	Iteration 104Q: 3 clusters Score -2805534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2805544.750000 Penalty: 4987.219238
	Iteration 105Q: 3 clusters Score -2805545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -2805547.250000 Penalty: 4987.219238
	Iteration 106Q: 3 clusters Score -2805547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -2805558.250000 Penalty: 4987.219238
	Iteration 107Q: 3 clusters Score -2805558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -2805559.250000 Penalty: 4987.219238
	Iteration 108Q: 3 clusters Score -2805559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2805563.750000 Penalty: 4987.219238
	Iteration 109Q: 3 clusters Score -2805564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2805570.250000 Penalty: 4987.219238
	Iteration 110Q: 3 clusters Score -2805570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -2805570.000000 Penalty: 4987.219238
	Iteration 111Q: 3 clusters Score -2805570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -2805581.750000 Penalty: 4987.219238
	Iteration 112Q: 3 clusters Score -2805582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2805580.250000 Penalty: 4987.219238
	Iteration 113Q: 3 clusters Score -2805580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -2805579.750000 Penalty: 4987.219238
	Iteration 114Q: 3 clusters Score -2805580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -2805576.500000 Penalty: 4987.219238
	Iteration 115Q: 3 clusters Score -2805576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -2805580.750000 Penalty: 4987.219238
	Iteration 116Q: 3 clusters Score -2805581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -2805579.750000 Penalty: 4987.219238
	Iteration 117Q: 3 clusters Score -2805580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -2805576.000000 Penalty: 4987.219238
	Iteration 118Q: 3 clusters Score -2805576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -2805577.000000 Penalty: 4987.219238
	Iteration 119Q: 3 clusters Score -2805577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -2805578.250000 Penalty: 4987.219238
	Iteration 120F: 3 clusters Score -2805578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -2805581.000000 Penalty: 4987.219238
	Iteration 121Q: 3 clusters Score -2805581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -2805584.000000 Penalty: 4987.219238
	Iteration 122Q: 3 clusters Score -2805584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -2805581.250000 Penalty: 4987.219238
	Iteration 123Q: 3 clusters Score -2805581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -2805583.000000 Penalty: 4987.219238
	Iteration 124Q: 3 clusters Score -2805583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -2805586.000000 Penalty: 4987.219238
	Iteration 125Q: 3 clusters Score -2805586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2805585.000000 Penalty: 4987.219238
	Iteration 126Q: 3 clusters Score -2805585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2805585.000000 Penalty: 4987.219238
	Iteration 127F: 3 clusters Score -2805585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Entering Unmasked Estep 
Score: -497800.218750 Penalty: 2062.987549
	Iteration 0F: 2 clusters Score -497800.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -493875.093750 Penalty: 4125.975098
	Iteration 0F: 3 clusters Score -493875.1 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -494705.125000 Penalty: 4125.975098
	Iteration 1F: 3 clusters Score -494705.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -494914.437500 Penalty: 4125.975098
	Iteration 2F: 3 clusters Score -494914.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -495064.312500 Penalty: 4125.975098
	Iteration 3F: 3 clusters Score -495064.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -495169.218750 Penalty: 4125.975098
	Iteration 4Q: 3 clusters Score -495169.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -495252.343750 Penalty: 4125.975098
	Iteration 5Q: 3 clusters Score -495252.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -495319.656250 Penalty: 4125.975098
	Iteration 6Q: 3 clusters Score -495319.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -495381.031250 Penalty: 4125.975098
	Iteration 7Q: 3 clusters Score -495381 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -495439.437500 Penalty: 4125.975098
	Iteration 8Q: 3 clusters Score -495439.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -495495.375000 Penalty: 4125.975098
	Iteration 9Q: 3 clusters Score -495495.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -495534.343750 Penalty: 4125.975098
	Iteration 10Q: 3 clusters Score -495534.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -495568.406250 Penalty: 4125.975098
	Iteration 11Q: 3 clusters Score -495568.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -495603.625000 Penalty: 4125.975098
	Iteration 12Q: 3 clusters Score -495603.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -495644.406250 Penalty: 4125.975098
	Iteration 13Q: 3 clusters Score -495644.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -495694.218750 Penalty: 4125.975098
	Iteration 14Q: 3 clusters Score -495694.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -495739.375000 Penalty: 4125.975098
	Iteration 15Q: 3 clusters Score -495739.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -495792.562500 Penalty: 4125.975098
	Iteration 16Q: 3 clusters Score -495792.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -495831.250000 Penalty: 4125.975098
	Iteration 17Q: 3 clusters Score -495831.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -495862.781250 Penalty: 4125.975098
	Iteration 18Q: 3 clusters Score -495862.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -495894.718750 Penalty: 4125.975098
	Iteration 19Q: 3 clusters Score -495894.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -495934.812500 Penalty: 4125.975098
	Iteration 20F: 3 clusters Score -495934.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -495962.656250 Penalty: 4125.975098
	Iteration 21Q: 3 clusters Score -495962.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -495987.781250 Penalty: 4125.975098
	Iteration 22Q: 3 clusters Score -495987.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -496015.468750 Penalty: 4125.975098
	Iteration 23Q: 3 clusters Score -496015.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -496035.437500 Penalty: 4125.975098
	Iteration 24Q: 3 clusters Score -496035.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -496054.625000 Penalty: 4125.975098
	Iteration 25Q: 3 clusters Score -496054.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -496066.000000 Penalty: 4125.975098
	Iteration 26Q: 3 clusters Score -496066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -496076.250000 Penalty: 4125.975098
	Iteration 27Q: 3 clusters Score -496076.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -496087.906250 Penalty: 4125.975098
	Iteration 28Q: 3 clusters Score -496087.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -496096.406250 Penalty: 4125.975098
	Iteration 29Q: 3 clusters Score -496096.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -496102.531250 Penalty: 4125.975098
	Iteration 30Q: 3 clusters Score -496102.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -496106.468750 Penalty: 4125.975098
	Iteration 31Q: 3 clusters Score -496106.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -496109.968750 Penalty: 4125.975098
	Iteration 32Q: 3 clusters Score -496110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -496118.000000 Penalty: 4125.975098
	Iteration 33Q: 3 clusters Score -496118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -496122.281250 Penalty: 4125.975098
	Iteration 34Q: 3 clusters Score -496122.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -496132.812500 Penalty: 4125.975098
	Iteration 35Q: 3 clusters Score -496132.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -496143.968750 Penalty: 4125.975098
	Iteration 36Q: 3 clusters Score -496144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -496153.843750 Penalty: 4125.975098
	Iteration 37Q: 3 clusters Score -496153.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -496166.531250 Penalty: 4125.975098
	Iteration 38Q: 3 clusters Score -496166.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -496181.187500 Penalty: 4125.975098
	Iteration 39Q: 3 clusters Score -496181.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -496192.875000 Penalty: 4125.975098
	Iteration 40F: 3 clusters Score -496192.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -496203.468750 Penalty: 4125.975098
	Iteration 41Q: 3 clusters Score -496203.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -496207.531250 Penalty: 4125.975098
	Iteration 42Q: 3 clusters Score -496207.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -496213.531250 Penalty: 4125.975098
	Iteration 43Q: 3 clusters Score -496213.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -496219.218750 Penalty: 4125.975098
	Iteration 44Q: 3 clusters Score -496219.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -496226.812500 Penalty: 4125.975098
	Iteration 45Q: 3 clusters Score -496226.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -496232.031250 Penalty: 4125.975098
	Iteration 46Q: 3 clusters Score -496232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -496233.812500 Penalty: 4125.975098
	Iteration 47Q: 3 clusters Score -496233.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -496236.750000 Penalty: 4125.975098
	Iteration 48Q: 3 clusters Score -496236.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -496239.656250 Penalty: 4125.975098
	Iteration 49Q: 3 clusters Score -496239.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -496243.312500 Penalty: 4125.975098
	Iteration 50Q: 3 clusters Score -496243.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -496252.562500 Penalty: 4125.975098
	Iteration 51Q: 3 clusters Score -496252.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -496257.968750 Penalty: 4125.975098
	Iteration 52Q: 3 clusters Score -496258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -496258.687500 Penalty: 4125.975098
	Iteration 53Q: 3 clusters Score -496258.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -496261.406250 Penalty: 4125.975098
	Iteration 54Q: 3 clusters Score -496261.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -496261.406250 Penalty: 4125.975098
	Iteration 55F: 3 clusters Score -496261.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -76642.937500 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -76642.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75094.187500 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -75094.19 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -75681.210938 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -75681.21 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -76359.476562 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -76359.48 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -76773.640625 Penalty: 3294.673340
	Iteration 3F: 3 clusters Score -76773.64 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -77095.710938 Penalty: 3294.673340
	Iteration 4F: 3 clusters Score -77095.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -77194.562500 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -77194.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -77233.531250 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -77233.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -77261.507812 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -77261.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -77317.945312 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -77317.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -77326.375000 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -77326.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -77326.375000 Penalty: 3294.673340
	Iteration 10F: 3 clusters Score -77326.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14706 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 198048 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41601 members 
Mstep: Class 10 contains 275169 members 
Mstep: Class 11 contains 59835 members 
Mstep: Class 12 contains 296690 members 
Mstep: Class 13 contains 10394 members 
Mstep: Class 14 contains 31671 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39686 members 
Mstep: Class 18 contains 9468 members 
Mstep: Class 19 contains 22957 members 
Mstep: Class 20 contains 23269 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 144 members 
Mstep: Class 23 contains 93344 members 
Mstep: Class 24 contains 78140 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 623 members 
Entering Unmasked Estep 
Score: -154578048.000000 Penalty: 90644.539062
Splitting cluster 22 changes total score from -154578816.000000 to -154578048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (93344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93344 members 
Entering Unmasked Estep 
Score: -11776136.000000 Penalty: 2838.123535
	Iteration 0F: 2 clusters Score -1.177614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -11713800.000000 Penalty: 5676.247070
	Iteration 0F: 3 clusters Score -1.17138e+07 nChanged 44140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -11738903.000000 Penalty: 5676.247070
	Iteration 1F: 3 clusters Score -1.17389e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -11739615.000000 Penalty: 5676.247070
	Iteration 2Q: 3 clusters Score -1.173962e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 51061 members 
Entering Unmasked Estep 
Score: -11740436.000000 Penalty: 5676.247070
	Iteration 3Q: 3 clusters Score -1.174044e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -11741473.000000 Penalty: 5676.247070
	Iteration 4Q: 3 clusters Score -1.174147e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 56295 members 
Entering Unmasked Estep 
Score: -11742960.000000 Penalty: 5676.247070
	Iteration 5Q: 3 clusters Score -1.174296e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -11745194.000000 Penalty: 5676.247070
	Iteration 6F: 3 clusters Score -1.174519e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 66331 members 
Entering Unmasked Estep 
Score: -11748883.000000 Penalty: 5676.247070
	Iteration 7F: 3 clusters Score -1.174888e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 73390 members 
Entering Unmasked Estep 
Score: -11754591.000000 Penalty: 5676.247070
	Iteration 8F: 3 clusters Score -1.175459e+07 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 81010 members 
Entering Unmasked Estep 
Score: -11761714.000000 Penalty: 5676.247070
	Iteration 9F: 3 clusters Score -1.176171e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 87277 members 
Entering Unmasked Estep 
Score: -11767996.000000 Penalty: 5676.247070
	Iteration 10F: 3 clusters Score -1.1768e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 90987 members 
Entering Unmasked Estep 
Score: -11771643.000000 Penalty: 5676.247070
	Iteration 11Q: 3 clusters Score -1.177164e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 92451 members 
Entering Unmasked Estep 
Score: -11773010.000000 Penalty: 5676.247070
	Iteration 12Q: 3 clusters Score -1.177301e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 92843 members 
Entering Unmasked Estep 
Score: -11773346.000000 Penalty: 5676.247070
	Iteration 13Q: 3 clusters Score -1.177335e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 92979 members 
Entering Unmasked Estep 
Score: -11773499.000000 Penalty: 5676.247070
	Iteration 14Q: 3 clusters Score -1.17735e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 93024 members 
Entering Unmasked Estep 
Score: -11773548.000000 Penalty: 5676.247070
	Iteration 15Q: 3 clusters Score -1.177355e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 93040 members 
Entering Unmasked Estep 
Score: -11773596.000000 Penalty: 5676.247070
	Iteration 16Q: 3 clusters Score -1.17736e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 93051 members 
Entering Unmasked Estep 
Score: -11773636.000000 Penalty: 5676.247070
	Iteration 17Q: 3 clusters Score -1.177364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 93059 members 
Entering Unmasked Estep 
Score: -11773653.000000 Penalty: 5676.247070
	Iteration 18Q: 3 clusters Score -1.177365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 93063 members 
Entering Unmasked Estep 
Score: -11773656.000000 Penalty: 5676.247070
	Iteration 19Q: 3 clusters Score -1.177366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 93064 members 
Entering Unmasked Estep 
Score: -11773658.000000 Penalty: 5676.247070
	Iteration 20F: 3 clusters Score -1.177366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 93069 members 
Entering Unmasked Estep 
Score: -11773673.000000 Penalty: 5676.247070
	Iteration 21Q: 3 clusters Score -1.177367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 93065 members 
Entering Unmasked Estep 
Score: -11773679.000000 Penalty: 5676.247070
	Iteration 22Q: 3 clusters Score -1.177368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 93066 members 
Entering Unmasked Estep 
Score: -11773684.000000 Penalty: 5676.247070
	Iteration 23Q: 3 clusters Score -1.177368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 93065 members 
Entering Unmasked Estep 
Score: -11773680.000000 Penalty: 5676.247070
	Iteration 24Q: 3 clusters Score -1.177368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 93064 members 
Entering Unmasked Estep 
Score: -11773679.000000 Penalty: 5676.247070
	Iteration 25Q: 3 clusters Score -1.177368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 93064 members 
Entering Unmasked Estep 
Score: -11773679.000000 Penalty: 5676.247070
	Iteration 26F: 3 clusters Score -1.177368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (78140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78140 members 
Entering Unmasked Estep 
Score: -9461063.000000 Penalty: 2794.031738
	Iteration 0F: 2 clusters Score -9461063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -9408702.000000 Penalty: 5588.063477
	Iteration 0F: 3 clusters Score -9408702 nChanged 36680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -9429282.000000 Penalty: 5588.063477
	Iteration 1F: 3 clusters Score -9429282 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -9429835.000000 Penalty: 5588.063477
	Iteration 2Q: 3 clusters Score -9429835 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -9430435.000000 Penalty: 5588.063477
	Iteration 3Q: 3 clusters Score -9430435 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -9431149.000000 Penalty: 5588.063477
	Iteration 4Q: 3 clusters Score -9431149 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -9431918.000000 Penalty: 5588.063477
	Iteration 5Q: 3 clusters Score -9431918 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -9432817.000000 Penalty: 5588.063477
	Iteration 6Q: 3 clusters Score -9432817 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -9433898.000000 Penalty: 5588.063477
	Iteration 7Q: 3 clusters Score -9433898 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -9435037.000000 Penalty: 5588.063477
	Iteration 8Q: 3 clusters Score -9435037 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -9436659.000000 Penalty: 5588.063477
	Iteration 9Q: 3 clusters Score -9436659 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -9438636.000000 Penalty: 5588.063477
	Iteration 10Q: 3 clusters Score -9438636 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -9440742.000000 Penalty: 5588.063477
	Iteration 11Q: 3 clusters Score -9440742 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -9443120.000000 Penalty: 5588.063477
	Iteration 12Q: 3 clusters Score -9443120 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 56204 members 
Entering Unmasked Estep 
Score: -9445348.000000 Penalty: 5588.063477
	Iteration 13Q: 3 clusters Score -9445348 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 58908 members 
Entering Unmasked Estep 
Score: -9447286.000000 Penalty: 5588.063477
	Iteration 14Q: 3 clusters Score -9447286 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 61413 members 
Entering Unmasked Estep 
Score: -9448912.000000 Penalty: 5588.063477
	Iteration 15Q: 3 clusters Score -9448912 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 63788 members 
Entering Unmasked Estep 
Score: -9450322.000000 Penalty: 5588.063477
	Iteration 16Q: 3 clusters Score -9450322 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -9451672.000000 Penalty: 5588.063477
	Iteration 17Q: 3 clusters Score -9451672 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 68121 members 
Entering Unmasked Estep 
Score: -9452968.000000 Penalty: 5588.063477
	Iteration 18Q: 3 clusters Score -9452968 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 69944 members 
Entering Unmasked Estep 
Score: -9454065.000000 Penalty: 5588.063477
	Iteration 19Q: 3 clusters Score -9454065 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 71562 members 
Entering Unmasked Estep 
Score: -9455096.000000 Penalty: 5588.063477
	Iteration 20F: 3 clusters Score -9455096 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 72946 members 
Entering Unmasked Estep 
Score: -9456017.000000 Penalty: 5588.063477
	Iteration 21Q: 3 clusters Score -9456017 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 74041 members 
Entering Unmasked Estep 
Score: -9456665.000000 Penalty: 5588.063477
	Iteration 22Q: 3 clusters Score -9456665 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 74906 members 
Entering Unmasked Estep 
Score: -9457174.000000 Penalty: 5588.063477
	Iteration 23Q: 3 clusters Score -9457174 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 75573 members 
Entering Unmasked Estep 
Score: -9457671.000000 Penalty: 5588.063477
	Iteration 24Q: 3 clusters Score -9457671 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 76047 members 
Entering Unmasked Estep 
Score: -9457943.000000 Penalty: 5588.063477
	Iteration 25Q: 3 clusters Score -9457943 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 76379 members 
Entering Unmasked Estep 
Score: -9458175.000000 Penalty: 5588.063477
	Iteration 26Q: 3 clusters Score -9458175 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 76616 members 
Entering Unmasked Estep 
Score: -9458342.000000 Penalty: 5588.063477
	Iteration 27Q: 3 clusters Score -9458342 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 76777 members 
Entering Unmasked Estep 
Score: -9458436.000000 Penalty: 5588.063477
	Iteration 28Q: 3 clusters Score -9458436 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 76891 members 
Entering Unmasked Estep 
Score: -9458498.000000 Penalty: 5588.063477
	Iteration 29Q: 3 clusters Score -9458498 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 76984 members 
Entering Unmasked Estep 
Score: -9458527.000000 Penalty: 5588.063477
	Iteration 30Q: 3 clusters Score -9458527 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 77047 members 
Entering Unmasked Estep 
Score: -9458564.000000 Penalty: 5588.063477
	Iteration 31Q: 3 clusters Score -9458564 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 77096 members 
Entering Unmasked Estep 
Score: -9458597.000000 Penalty: 5588.063477
	Iteration 32Q: 3 clusters Score -9458597 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 77139 members 
Entering Unmasked Estep 
Score: -9458626.000000 Penalty: 5588.063477
	Iteration 33Q: 3 clusters Score -9458626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 77173 members 
Entering Unmasked Estep 
Score: -9458625.000000 Penalty: 5588.063477
	Iteration 34Q: 3 clusters Score -9458625 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 77202 members 
Entering Unmasked Estep 
Score: -9458630.000000 Penalty: 5588.063477
	Iteration 35Q: 3 clusters Score -9458630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 77223 members 
Entering Unmasked Estep 
Score: -9458650.000000 Penalty: 5588.063477
	Iteration 36Q: 3 clusters Score -9458650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 77256 members 
Entering Unmasked Estep 
Score: -9458656.000000 Penalty: 5588.063477
	Iteration 37Q: 3 clusters Score -9458656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 77277 members 
Entering Unmasked Estep 
Score: -9458670.000000 Penalty: 5588.063477
	Iteration 38Q: 3 clusters Score -9458670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 77294 members 
Entering Unmasked Estep 
Score: -9458684.000000 Penalty: 5588.063477
	Iteration 39Q: 3 clusters Score -9458684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 77309 members 
Entering Unmasked Estep 
Score: -9458690.000000 Penalty: 5588.063477
	Iteration 40F: 3 clusters Score -9458690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 77319 members 
Entering Unmasked Estep 
Score: -9458692.000000 Penalty: 5588.063477
	Iteration 41Q: 3 clusters Score -9458692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 77330 members 
Entering Unmasked Estep 
Score: -9458710.000000 Penalty: 5588.063477
	Iteration 42Q: 3 clusters Score -9458710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 77338 members 
Entering Unmasked Estep 
Score: -9458715.000000 Penalty: 5588.063477
	Iteration 43Q: 3 clusters Score -9458715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 77343 members 
Entering Unmasked Estep 
Score: -9458729.000000 Penalty: 5588.063477
	Iteration 44Q: 3 clusters Score -9458729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 77346 members 
Entering Unmasked Estep 
Score: -9458718.000000 Penalty: 5588.063477
	Iteration 45Q: 3 clusters Score -9458718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -9458722.000000 Penalty: 5588.063477
	Iteration 46Q: 3 clusters Score -9458722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -9458722.000000 Penalty: 5588.063477
	Iteration 47F: 3 clusters Score -9458722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -98991.960938 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -98991.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -97181.039062 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -97181.04 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97454.132812 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -97454.13 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -97559.632812 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -97559.63 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -97630.234375 Penalty: 3349.705322
	Iteration 3Q: 3 clusters Score -97630.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -97678.187500 Penalty: 3349.705322
	Iteration 4Q: 3 clusters Score -97678.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -97698.867188 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -97698.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -97714.328125 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -97714.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -97734.703125 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -97734.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -97753.296875 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -97753.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -97774.281250 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -97774.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -97784.695312 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -97784.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -97790.671875 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -97790.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -97794.976562 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -97794.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -97804.976562 Penalty: 3349.705322
	Iteration 13Q: 3 clusters Score -97804.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -97812.929688 Penalty: 3349.705322
	Iteration 14Q: 3 clusters Score -97812.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -97822.312500 Penalty: 3349.705322
	Iteration 15Q: 3 clusters Score -97822.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -97842.437500 Penalty: 3349.705322
	Iteration 16Q: 3 clusters Score -97842.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -97879.195312 Penalty: 3349.705322
	Iteration 17Q: 3 clusters Score -97879.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -97893.226562 Penalty: 3349.705322
	Iteration 18Q: 3 clusters Score -97893.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -97925.898438 Penalty: 3349.705322
	Iteration 19Q: 3 clusters Score -97925.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -97979.585938 Penalty: 3349.705322
	Iteration 20F: 3 clusters Score -97979.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -98083.445312 Penalty: 3349.705322
	Iteration 21Q: 3 clusters Score -98083.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -98260.742188 Penalty: 3349.705322
	Iteration 22Q: 3 clusters Score -98260.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -98386.976562 Penalty: 3349.705322
	Iteration 23Q: 3 clusters Score -98386.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -98443.414062 Penalty: 3349.705322
	Iteration 24Q: 3 clusters Score -98443.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -98478.179688 Penalty: 3349.705322
	Iteration 25Q: 3 clusters Score -98478.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -98511.453125 Penalty: 3349.705322
	Iteration 26Q: 3 clusters Score -98511.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -98541.640625 Penalty: 3349.705322
	Iteration 27Q: 3 clusters Score -98541.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -98570.632812 Penalty: 3349.705322
	Iteration 28Q: 3 clusters Score -98570.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98596.226562 Penalty: 3349.705322
	Iteration 29Q: 3 clusters Score -98596.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -98633.140625 Penalty: 3349.705322
	Iteration 30Q: 3 clusters Score -98633.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -98683.765625 Penalty: 3349.705322
	Iteration 31Q: 3 clusters Score -98683.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -98734.078125 Penalty: 3349.705322
	Iteration 32Q: 3 clusters Score -98734.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -98773.125000 Penalty: 3349.705322
	Iteration 33Q: 3 clusters Score -98773.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -98813.773438 Penalty: 3349.705322
	Iteration 34Q: 3 clusters Score -98813.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -98852.398438 Penalty: 3349.705322
	Iteration 35Q: 3 clusters Score -98852.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -98863.445312 Penalty: 3349.705322
	Iteration 36Q: 3 clusters Score -98863.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -98867.625000 Penalty: 3349.705322
	Iteration 37Q: 3 clusters Score -98867.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -98870.656250 Penalty: 3349.705322
	Iteration 38Q: 3 clusters Score -98870.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -98875.312500 Penalty: 3349.705322
	Iteration 39Q: 3 clusters Score -98875.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -98875.351562 Penalty: 3349.705322
	Iteration 40F: 3 clusters Score -98875.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -98879.148438 Penalty: 3349.705322
	Iteration 41Q: 3 clusters Score -98879.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -98879.148438 Penalty: 3349.705322
	Iteration 42F: 3 clusters Score -98879.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14706 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 198048 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41601 members 
Mstep: Class 10 contains 275169 members 
Mstep: Class 11 contains 59835 members 
Mstep: Class 12 contains 296690 members 
Mstep: Class 13 contains 10394 members 
Mstep: Class 14 contains 31671 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39686 members 
Mstep: Class 18 contains 9468 members 
Mstep: Class 19 contains 22957 members 
Mstep: Class 20 contains 23269 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93344 members 
Mstep: Class 24 contains 78140 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578960.000000 Penalty: 87158.210938
Iteration 319Q: 26 clusters Score -1.54579e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14707 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 198061 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41602 members 
Mstep: Class 10 contains 275145 members 
Mstep: Class 11 contains 59843 members 
Mstep: Class 12 contains 296687 members 
Mstep: Class 13 contains 10393 members 
Mstep: Class 14 contains 31670 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39687 members 
Mstep: Class 18 contains 9468 members 
Mstep: Class 19 contains 22956 members 
Mstep: Class 20 contains 23270 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93346 members 
Mstep: Class 24 contains 78138 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578976.000000 Penalty: 87158.210938
Iteration 320F: 26 clusters Score -1.54579e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14708 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 198071 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41601 members 
Mstep: Class 10 contains 275140 members 
Mstep: Class 11 contains 59844 members 
Mstep: Class 12 contains 296679 members 
Mstep: Class 13 contains 10392 members 
Mstep: Class 14 contains 31667 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39687 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22955 members 
Mstep: Class 20 contains 23270 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93349 members 
Mstep: Class 24 contains 78136 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579072.000000 Penalty: 87158.210938
Iteration 321Q: 26 clusters Score -1.545791e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14708 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 198077 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41601 members 
Mstep: Class 10 contains 275155 members 
Mstep: Class 11 contains 59849 members 
Mstep: Class 12 contains 296654 members 
Mstep: Class 13 contains 10393 members 
Mstep: Class 14 contains 31668 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39686 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22954 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93349 members 
Mstep: Class 24 contains 78133 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579056.000000 Penalty: 87158.210938
Iteration 322Q: 26 clusters Score -1.545791e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14708 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 198068 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41596 members 
Mstep: Class 10 contains 275206 members 
Mstep: Class 11 contains 59851 members 
Mstep: Class 12 contains 296619 members 
Mstep: Class 13 contains 10395 members 
Mstep: Class 14 contains 31667 members 
Mstep: Class 15 contains 6889 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39685 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22952 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93350 members 
Mstep: Class 24 contains 78130 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579088.000000 Penalty: 87158.210938
Iteration 323Q: 26 clusters Score -1.545791e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14707 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 198065 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41596 members 
Mstep: Class 10 contains 275257 members 
Mstep: Class 11 contains 59855 members 
Mstep: Class 12 contains 296573 members 
Mstep: Class 13 contains 10394 members 
Mstep: Class 14 contains 31666 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 19321 members 
Mstep: Class 17 contains 39685 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22951 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93349 members 
Mstep: Class 24 contains 78128 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579072.000000 Penalty: 87158.210938
Iteration 324Q: 26 clusters Score -1.545791e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14707 members 
Mstep: Class 4 contains 4023 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 198070 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41596 members 
Mstep: Class 10 contains 275309 members 
Mstep: Class 11 contains 59861 members 
Mstep: Class 12 contains 296522 members 
Mstep: Class 13 contains 10390 members 
Mstep: Class 14 contains 31664 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 16 contains 19321 members 
Mstep: Class 17 contains 39684 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22949 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93346 members 
Mstep: Class 24 contains 78125 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578976.000000 Penalty: 87158.210938
Iteration 325Q: 26 clusters Score -1.54579e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14706 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 198070 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41594 members 
Mstep: Class 10 contains 275351 members 
Mstep: Class 11 contains 59871 members 
Mstep: Class 12 contains 296481 members 
Mstep: Class 13 contains 10387 members 
Mstep: Class 14 contains 31663 members 
Mstep: Class 15 contains 6883 members 
Mstep: Class 16 contains 19321 members 
Mstep: Class 17 contains 39683 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 22949 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93344 members 
Mstep: Class 24 contains 78119 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579008.000000 Penalty: 87158.210938
Iteration 326Q: 26 clusters Score -1.54579e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14706 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 198054 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41599 members 
Mstep: Class 10 contains 275376 members 
Mstep: Class 11 contains 59867 members 
Mstep: Class 12 contains 296479 members 
Mstep: Class 13 contains 10386 members 
Mstep: Class 14 contains 31666 members 
Mstep: Class 15 contains 6883 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39684 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 22947 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93340 members 
Mstep: Class 24 contains 78115 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579008.000000 Penalty: 87158.210938
Iteration 327Q: 26 clusters Score -1.54579e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14705 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 198044 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41596 members 
Mstep: Class 10 contains 275426 members 
Mstep: Class 11 contains 59855 members 
Mstep: Class 12 contains 296466 members 
Mstep: Class 13 contains 10386 members 
Mstep: Class 14 contains 31661 members 
Mstep: Class 15 contains 6883 members 
Mstep: Class 16 contains 19319 members 
Mstep: Class 17 contains 39685 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 22945 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93342 members 
Mstep: Class 24 contains 78110 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578976.000000 Penalty: 87158.210938
Iteration 328Q: 26 clusters Score -1.54579e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14704 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 198040 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41595 members 
Mstep: Class 10 contains 275467 members 
Mstep: Class 11 contains 59845 members 
Mstep: Class 12 contains 296437 members 
Mstep: Class 13 contains 10385 members 
Mstep: Class 14 contains 31657 members 
Mstep: Class 15 contains 6882 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39683 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 22947 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93350 members 
Mstep: Class 24 contains 78116 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578992.000000 Penalty: 87158.210938
Iteration 329Q: 26 clusters Score -1.54579e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14704 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 198029 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41599 members 
Mstep: Class 10 contains 275500 members 
Mstep: Class 11 contains 59836 members 
Mstep: Class 12 contains 296427 members 
Mstep: Class 13 contains 10386 members 
Mstep: Class 14 contains 31657 members 
Mstep: Class 15 contains 6883 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39685 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 22944 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93350 members 
Mstep: Class 24 contains 78111 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579296.000000 Penalty: 87158.210938
Iteration 330Q: 26 clusters Score -1.545793e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14704 members 
Mstep: Class 4 contains 4027 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 198014 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41602 members 
Mstep: Class 10 contains 275526 members 
Mstep: Class 11 contains 59835 members 
Mstep: Class 12 contains 296408 members 
Mstep: Class 13 contains 10387 members 
Mstep: Class 14 contains 31656 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 16 contains 19319 members 
Mstep: Class 17 contains 39685 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 22943 members 
Mstep: Class 20 contains 23270 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93353 members 
Mstep: Class 24 contains 78114 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579184.000000 Penalty: 87158.210938
Iteration 331Q: 26 clusters Score -1.545792e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14705 members 
Mstep: Class 4 contains 4027 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 198006 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41595 members 
Mstep: Class 10 contains 275575 members 
Mstep: Class 11 contains 59835 members 
Mstep: Class 12 contains 296381 members 
Mstep: Class 13 contains 10386 members 
Mstep: Class 14 contains 31656 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 16 contains 19319 members 
Mstep: Class 17 contains 39685 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 22942 members 
Mstep: Class 20 contains 23269 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93349 members 
Mstep: Class 24 contains 78117 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579040.000000 Penalty: 87158.210938
Iteration 332Q: 26 clusters Score -1.54579e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14705 members 
Mstep: Class 4 contains 4027 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 197995 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41592 members 
Mstep: Class 10 contains 275640 members 
Mstep: Class 11 contains 59824 members 
Mstep: Class 12 contains 296346 members 
Mstep: Class 13 contains 10387 members 
Mstep: Class 14 contains 31652 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39684 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 22942 members 
Mstep: Class 20 contains 23269 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93346 members 
Mstep: Class 24 contains 78114 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579120.000000 Penalty: 87158.210938
Iteration 333Q: 26 clusters Score -1.545791e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14705 members 
Mstep: Class 4 contains 4027 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 197983 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41588 members 
Mstep: Class 10 contains 275718 members 
Mstep: Class 11 contains 59821 members 
Mstep: Class 12 contains 296306 members 
Mstep: Class 13 contains 10389 members 
Mstep: Class 14 contains 31646 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39684 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 22941 members 
Mstep: Class 20 contains 23268 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93342 members 
Mstep: Class 24 contains 78106 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579264.000000 Penalty: 87158.210938
Iteration 334Q: 26 clusters Score -1.545793e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14704 members 
Mstep: Class 4 contains 4027 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 197961 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41587 members 
Mstep: Class 10 contains 275822 members 
Mstep: Class 11 contains 59818 members 
Mstep: Class 12 contains 296243 members 
Mstep: Class 13 contains 10390 members 
Mstep: Class 14 contains 31643 members 
Mstep: Class 15 contains 6890 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39684 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 22940 members 
Mstep: Class 20 contains 23268 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93337 members 
Mstep: Class 24 contains 78099 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579568.000000 Penalty: 87158.210938
Iteration 335Q: 26 clusters Score -1.545796e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14702 members 
Mstep: Class 4 contains 4027 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 197941 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41588 members 
Mstep: Class 10 contains 275939 members 
Mstep: Class 11 contains 59813 members 
Mstep: Class 12 contains 296160 members 
Mstep: Class 13 contains 10391 members 
Mstep: Class 14 contains 31641 members 
Mstep: Class 15 contains 6892 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 39685 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 22940 members 
Mstep: Class 20 contains 23268 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93327 members 
Mstep: Class 24 contains 78098 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579472.000000 Penalty: 87158.210938
Iteration 336Q: 26 clusters Score -1.545795e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14702 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 197926 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41588 members 
Mstep: Class 10 contains 276050 members 
Mstep: Class 11 contains 59808 members 
Mstep: Class 12 contains 296070 members 
Mstep: Class 13 contains 10391 members 
Mstep: Class 14 contains 31643 members 
Mstep: Class 15 contains 6894 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39684 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 22939 members 
Mstep: Class 20 contains 23266 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93327 members 
Mstep: Class 24 contains 78096 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579584.000000 Penalty: 87158.210938
Iteration 337Q: 26 clusters Score -1.545796e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14701 members 
Mstep: Class 4 contains 4027 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 197909 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41594 members 
Mstep: Class 10 contains 276137 members 
Mstep: Class 11 contains 59810 members 
Mstep: Class 12 contains 295995 members 
Mstep: Class 13 contains 10392 members 
Mstep: Class 14 contains 31646 members 
Mstep: Class 15 contains 6895 members 
Mstep: Class 16 contains 19323 members 
Mstep: Class 17 contains 39683 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 22939 members 
Mstep: Class 20 contains 23267 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93326 members 
Mstep: Class 24 contains 78090 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579600.000000 Penalty: 87158.210938
Iteration 338Q: 26 clusters Score -1.545796e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14701 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 197878 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41596 members 
Mstep: Class 10 contains 276228 members 
Mstep: Class 11 contains 59806 members 
Mstep: Class 12 contains 295953 members 
Mstep: Class 13 contains 10391 members 
Mstep: Class 14 contains 31646 members 
Mstep: Class 15 contains 6895 members 
Mstep: Class 16 contains 19324 members 
Mstep: Class 17 contains 39683 members 
Mstep: Class 18 contains 9473 members 
Mstep: Class 19 contains 22939 members 
Mstep: Class 20 contains 23266 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93325 members 
Mstep: Class 24 contains 78080 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579680.000000 Penalty: 87158.210938
Iteration 339Q: 26 clusters Score -1.545797e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14701 members 
Mstep: Class 4 contains 4025 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 197848 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41599 members 
Mstep: Class 10 contains 276312 members 
Mstep: Class 11 contains 59800 members 
Mstep: Class 12 contains 295910 members 
Mstep: Class 13 contains 10389 members 
Mstep: Class 14 contains 31646 members 
Mstep: Class 15 contains 6895 members 
Mstep: Class 16 contains 19324 members 
Mstep: Class 17 contains 39684 members 
Mstep: Class 18 contains 9473 members 
Mstep: Class 19 contains 22939 members 
Mstep: Class 20 contains 23267 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93321 members 
Mstep: Class 24 contains 78080 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579872.000000 Penalty: 87158.210938
Iteration 340F: 26 clusters Score -1.545799e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14700 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 197829 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41601 members 
Mstep: Class 10 contains 276409 members 
Mstep: Class 11 contains 59793 members 
Mstep: Class 12 contains 295837 members 
Mstep: Class 13 contains 10390 members 
Mstep: Class 14 contains 31646 members 
Mstep: Class 15 contains 6895 members 
Mstep: Class 16 contains 19323 members 
Mstep: Class 17 contains 39685 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22938 members 
Mstep: Class 20 contains 23267 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93316 members 
Mstep: Class 24 contains 78085 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579808.000000 Penalty: 87158.210938
Iteration 341Q: 26 clusters Score -1.545798e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14698 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 197799 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41599 members 
Mstep: Class 10 contains 276513 members 
Mstep: Class 11 contains 59784 members 
Mstep: Class 12 contains 295775 members 
Mstep: Class 13 contains 10390 members 
Mstep: Class 14 contains 31646 members 
Mstep: Class 15 contains 6895 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39686 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22937 members 
Mstep: Class 20 contains 23267 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93317 members 
Mstep: Class 24 contains 78087 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579920.000000 Penalty: 87158.210938
Iteration 342Q: 26 clusters Score -1.545799e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14697 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 197779 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41597 members 
Mstep: Class 10 contains 276626 members 
Mstep: Class 11 contains 59779 members 
Mstep: Class 12 contains 295685 members 
Mstep: Class 13 contains 10391 members 
Mstep: Class 14 contains 31648 members 
Mstep: Class 15 contains 6895 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39686 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22937 members 
Mstep: Class 20 contains 23267 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93318 members 
Mstep: Class 24 contains 78088 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580176.000000 Penalty: 87158.210938
Iteration 343Q: 26 clusters Score -1.545802e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14696 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 197742 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41594 members 
Mstep: Class 10 contains 276777 members 
Mstep: Class 11 contains 59780 members 
Mstep: Class 12 contains 295579 members 
Mstep: Class 13 contains 10394 members 
Mstep: Class 14 contains 31652 members 
Mstep: Class 15 contains 6895 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39686 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22936 members 
Mstep: Class 20 contains 23267 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93309 members 
Mstep: Class 24 contains 78088 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580288.000000 Penalty: 87158.210938
Iteration 344Q: 26 clusters Score -1.545803e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14696 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 197703 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41588 members 
Mstep: Class 10 contains 276955 members 
Mstep: Class 11 contains 59765 members 
Mstep: Class 12 contains 295470 members 
Mstep: Class 13 contains 10393 members 
Mstep: Class 14 contains 31651 members 
Mstep: Class 15 contains 6895 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39687 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22934 members 
Mstep: Class 20 contains 23265 members 
Mstep: Class 21 contains 4097 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93302 members 
Mstep: Class 24 contains 78089 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580272.000000 Penalty: 87158.210938
Iteration 345Q: 26 clusters Score -1.545803e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14696 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 197662 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41583 members 
Mstep: Class 10 contains 277114 members 
Mstep: Class 11 contains 59751 members 
Mstep: Class 12 contains 295396 members 
Mstep: Class 13 contains 10391 members 
Mstep: Class 14 contains 31647 members 
Mstep: Class 15 contains 6896 members 
Mstep: Class 16 contains 19321 members 
Mstep: Class 17 contains 39688 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22932 members 
Mstep: Class 20 contains 23266 members 
Mstep: Class 21 contains 4097 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93288 members 
Mstep: Class 24 contains 78082 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580208.000000 Penalty: 87158.210938
Iteration 346Q: 26 clusters Score -1.545802e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14697 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 197623 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41576 members 
Mstep: Class 10 contains 277243 members 
Mstep: Class 11 contains 59741 members 
Mstep: Class 12 contains 295335 members 
Mstep: Class 13 contains 10389 members 
Mstep: Class 14 contains 31648 members 
Mstep: Class 15 contains 6897 members 
Mstep: Class 16 contains 19321 members 
Mstep: Class 17 contains 39690 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22930 members 
Mstep: Class 20 contains 23265 members 
Mstep: Class 21 contains 4097 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93278 members 
Mstep: Class 24 contains 78076 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580304.000000 Penalty: 87158.210938
Iteration 347Q: 26 clusters Score -1.545803e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14698 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2581 members 
Mstep: Class 7 contains 197591 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41568 members 
Mstep: Class 10 contains 277345 members 
Mstep: Class 11 contains 59736 members 
Mstep: Class 12 contains 295280 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 31648 members 
Mstep: Class 15 contains 6898 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39691 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22930 members 
Mstep: Class 20 contains 23265 members 
Mstep: Class 21 contains 4097 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93272 members 
Mstep: Class 24 contains 78076 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580288.000000 Penalty: 87158.210938
Iteration 348Q: 26 clusters Score -1.545803e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14698 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2581 members 
Mstep: Class 7 contains 197555 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41561 members 
Mstep: Class 10 contains 277443 members 
Mstep: Class 11 contains 59734 members 
Mstep: Class 12 contains 295238 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 31643 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39691 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22930 members 
Mstep: Class 20 contains 23265 members 
Mstep: Class 21 contains 4097 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93267 members 
Mstep: Class 24 contains 78073 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580416.000000 Penalty: 87158.210938
Iteration 349Q: 26 clusters Score -1.545804e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14697 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2581 members 
Mstep: Class 7 contains 197524 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41556 members 
Mstep: Class 10 contains 277542 members 
Mstep: Class 11 contains 59730 members 
Mstep: Class 12 contains 295198 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 31641 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 19323 members 
Mstep: Class 17 contains 39687 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22930 members 
Mstep: Class 20 contains 23265 members 
Mstep: Class 21 contains 4097 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93266 members 
Mstep: Class 24 contains 78062 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580384.000000 Penalty: 87158.210938
Iteration 350Q: 26 clusters Score -1.545804e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14697 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2581 members 
Mstep: Class 7 contains 197492 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41554 members 
Mstep: Class 10 contains 277625 members 
Mstep: Class 11 contains 59721 members 
Mstep: Class 12 contains 295166 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 31638 members 
Mstep: Class 15 contains 6901 members 
Mstep: Class 16 contains 19324 members 
Mstep: Class 17 contains 39687 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22930 members 
Mstep: Class 20 contains 23265 members 
Mstep: Class 21 contains 4097 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93260 members 
Mstep: Class 24 contains 78060 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580544.000000 Penalty: 87158.210938
Iteration 351Q: 26 clusters Score -1.545805e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14696 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2581 members 
Mstep: Class 7 contains 197464 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41551 members 
Mstep: Class 10 contains 277701 members 
Mstep: Class 11 contains 59715 members 
Mstep: Class 12 contains 295143 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 31638 members 
Mstep: Class 15 contains 6904 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39685 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22928 members 
Mstep: Class 20 contains 23267 members 
Mstep: Class 21 contains 4097 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93246 members 
Mstep: Class 24 contains 78058 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580480.000000 Penalty: 87158.210938
Iteration 352Q: 26 clusters Score -1.545805e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14695 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2581 members 
Mstep: Class 7 contains 197444 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41545 members 
Mstep: Class 10 contains 277761 members 
Mstep: Class 11 contains 59708 members 
Mstep: Class 12 contains 295127 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 31635 members 
Mstep: Class 15 contains 6905 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39685 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22926 members 
Mstep: Class 20 contains 23267 members 
Mstep: Class 21 contains 4097 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93239 members 
Mstep: Class 24 contains 78060 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580416.000000 Penalty: 87158.210938
Iteration 353Q: 26 clusters Score -1.545804e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14696 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2581 members 
Mstep: Class 7 contains 197414 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41545 members 
Mstep: Class 10 contains 277807 members 
Mstep: Class 11 contains 59699 members 
Mstep: Class 12 contains 295125 members 
Mstep: Class 13 contains 10389 members 
Mstep: Class 14 contains 31634 members 
Mstep: Class 15 contains 6905 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39688 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22923 members 
Mstep: Class 20 contains 23267 members 
Mstep: Class 21 contains 4097 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93235 members 
Mstep: Class 24 contains 78059 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580480.000000 Penalty: 87158.210938
Iteration 354Q: 26 clusters Score -1.545805e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14697 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2581 members 
Mstep: Class 7 contains 197391 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41545 members 
Mstep: Class 10 contains 277850 members 
Mstep: Class 11 contains 59694 members 
Mstep: Class 12 contains 295119 members 
Mstep: Class 13 contains 10389 members 
Mstep: Class 14 contains 31631 members 
Mstep: Class 15 contains 6904 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39689 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22923 members 
Mstep: Class 20 contains 23267 members 
Mstep: Class 21 contains 4097 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93232 members 
Mstep: Class 24 contains 78057 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580448.000000 Penalty: 87158.210938
Iteration 355Q: 26 clusters Score -1.545804e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14698 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2581 members 
Mstep: Class 7 contains 197366 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41537 members 
Mstep: Class 10 contains 277925 members 
Mstep: Class 11 contains 59688 members 
Mstep: Class 12 contains 295095 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 31628 members 
Mstep: Class 15 contains 6903 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39689 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22923 members 
Mstep: Class 20 contains 23267 members 
Mstep: Class 21 contains 4097 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93227 members 
Mstep: Class 24 contains 78054 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580512.000000 Penalty: 87158.210938
Iteration 356Q: 26 clusters Score -1.545805e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14698 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 2581 members 
Mstep: Class 7 contains 197337 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41528 members 
Mstep: Class 10 contains 277997 members 
Mstep: Class 11 contains 59682 members 
Mstep: Class 12 contains 295083 members 
Mstep: Class 13 contains 10386 members 
Mstep: Class 14 contains 31624 members 
Mstep: Class 15 contains 6906 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39691 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22923 members 
Mstep: Class 20 contains 23266 members 
Mstep: Class 21 contains 4097 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93219 members 
Mstep: Class 24 contains 78052 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580704.000000 Penalty: 87158.210938
Iteration 357Q: 26 clusters Score -1.545807e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14698 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 197305 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41520 members 
Mstep: Class 10 contains 278038 members 
Mstep: Class 11 contains 59673 members 
Mstep: Class 12 contains 295094 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 31625 members 
Mstep: Class 15 contains 6905 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39692 members 
Mstep: Class 18 contains 9475 members 
Mstep: Class 19 contains 22922 members 
Mstep: Class 20 contains 23266 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93216 members 
Mstep: Class 24 contains 78054 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580736.000000 Penalty: 87158.210938
Iteration 358Q: 26 clusters Score -1.545807e+08 nChanged 197
Entering ConstructFrom: 
Score: -154580736.000000 Penalty: 87158.210938
Entering ConstructFrom: 
Trying to split cluster 1 (25978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Entering Unmasked Estep 
Score: -3234494.250000 Penalty: 2520.921387
	Iteration 0F: 2 clusters Score -3234494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -3216688.500000 Penalty: 5041.842773
	Iteration 0F: 3 clusters Score -3216688 nChanged 11597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -3223223.500000 Penalty: 5041.842773
	Iteration 1F: 3 clusters Score -3223224 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -3223842.750000 Penalty: 5041.842773
	Iteration 2F: 3 clusters Score -3223843 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3224449.250000 Penalty: 5041.842773
	Iteration 3F: 3 clusters Score -3224449 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3225163.250000 Penalty: 5041.842773
	Iteration 4F: 3 clusters Score -3225163 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -3225908.000000 Penalty: 5041.842773
	Iteration 5Q: 3 clusters Score -3225908 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -3226700.000000 Penalty: 5041.842773
	Iteration 6Q: 3 clusters Score -3226700 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -3227427.500000 Penalty: 5041.842773
	Iteration 7Q: 3 clusters Score -3227428 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -3228030.750000 Penalty: 5041.842773
	Iteration 8Q: 3 clusters Score -3228031 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -3228562.500000 Penalty: 5041.842773
	Iteration 9Q: 3 clusters Score -3228562 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -3229015.750000 Penalty: 5041.842773
	Iteration 10Q: 3 clusters Score -3229016 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -3229382.750000 Penalty: 5041.842773
	Iteration 11Q: 3 clusters Score -3229383 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -3229663.500000 Penalty: 5041.842773
	Iteration 12Q: 3 clusters Score -3229664 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -3229866.250000 Penalty: 5041.842773
	Iteration 13Q: 3 clusters Score -3229866 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -3230017.000000 Penalty: 5041.842773
	Iteration 14Q: 3 clusters Score -3230017 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -3230137.500000 Penalty: 5041.842773
	Iteration 15Q: 3 clusters Score -3230138 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -3230234.500000 Penalty: 5041.842773
	Iteration 16Q: 3 clusters Score -3230234 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -3230324.000000 Penalty: 5041.842773
	Iteration 17Q: 3 clusters Score -3230324 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -3230406.500000 Penalty: 5041.842773
	Iteration 18Q: 3 clusters Score -3230406 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -3230474.250000 Penalty: 5041.842773
	Iteration 19Q: 3 clusters Score -3230474 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -3230548.750000 Penalty: 5041.842773
	Iteration 20F: 3 clusters Score -3230549 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -3230628.250000 Penalty: 5041.842773
	Iteration 21Q: 3 clusters Score -3230628 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -3230714.500000 Penalty: 5041.842773
	Iteration 22Q: 3 clusters Score -3230714 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -3230821.750000 Penalty: 5041.842773
	Iteration 23Q: 3 clusters Score -3230822 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -3230916.500000 Penalty: 5041.842773
	Iteration 24Q: 3 clusters Score -3230916 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -3231063.250000 Penalty: 5041.842773
	Iteration 25Q: 3 clusters Score -3231063 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -3231193.250000 Penalty: 5041.842773
	Iteration 26Q: 3 clusters Score -3231193 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3231335.250000 Penalty: 5041.842773
	Iteration 27Q: 3 clusters Score -3231335 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -3231446.500000 Penalty: 5041.842773
	Iteration 28Q: 3 clusters Score -3231446 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -3231554.750000 Penalty: 5041.842773
	Iteration 29Q: 3 clusters Score -3231555 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -3231676.500000 Penalty: 5041.842773
	Iteration 30Q: 3 clusters Score -3231676 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -3231784.750000 Penalty: 5041.842773
	Iteration 31Q: 3 clusters Score -3231785 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -3231913.250000 Penalty: 5041.842773
	Iteration 32Q: 3 clusters Score -3231913 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -3232024.750000 Penalty: 5041.842773
	Iteration 33Q: 3 clusters Score -3232025 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -3232109.750000 Penalty: 5041.842773
	Iteration 34Q: 3 clusters Score -3232110 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -3232210.750000 Penalty: 5041.842773
	Iteration 35Q: 3 clusters Score -3232211 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -3232252.000000 Penalty: 5041.842773
	Iteration 36Q: 3 clusters Score -3232252 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -3232292.500000 Penalty: 5041.842773
	Iteration 37Q: 3 clusters Score -3232292 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -3232322.000000 Penalty: 5041.842773
	Iteration 38Q: 3 clusters Score -3232322 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -3232345.250000 Penalty: 5041.842773
	Iteration 39Q: 3 clusters Score -3232345 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3232355.750000 Penalty: 5041.842773
	Iteration 40F: 3 clusters Score -3232356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3232368.000000 Penalty: 5041.842773
	Iteration 41Q: 3 clusters Score -3232368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -3232380.000000 Penalty: 5041.842773
	Iteration 42Q: 3 clusters Score -3232380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -3232398.250000 Penalty: 5041.842773
	Iteration 43Q: 3 clusters Score -3232398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -3232420.000000 Penalty: 5041.842773
	Iteration 44Q: 3 clusters Score -3232420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -3232436.500000 Penalty: 5041.842773
	Iteration 45Q: 3 clusters Score -3232436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -3232454.750000 Penalty: 5041.842773
	Iteration 46Q: 3 clusters Score -3232455 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -3232472.250000 Penalty: 5041.842773
	Iteration 47Q: 3 clusters Score -3232472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -3232487.500000 Penalty: 5041.842773
	Iteration 48Q: 3 clusters Score -3232488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -3232494.500000 Penalty: 5041.842773
	Iteration 49Q: 3 clusters Score -3232494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -3232504.250000 Penalty: 5041.842773
	Iteration 50Q: 3 clusters Score -3232504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -3232508.500000 Penalty: 5041.842773
	Iteration 51Q: 3 clusters Score -3232508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -3232513.250000 Penalty: 5041.842773
	Iteration 52Q: 3 clusters Score -3232513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -3232513.750000 Penalty: 5041.842773
	Iteration 53Q: 3 clusters Score -3232514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3232517.250000 Penalty: 5041.842773
	Iteration 54Q: 3 clusters Score -3232517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -3232518.500000 Penalty: 5041.842773
	Iteration 55Q: 3 clusters Score -3232518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -3232521.750000 Penalty: 5041.842773
	Iteration 56Q: 3 clusters Score -3232522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -3232520.250000 Penalty: 5041.842773
	Iteration 57Q: 3 clusters Score -3232520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -3232520.250000 Penalty: 5041.842773
	Iteration 58Q: 3 clusters Score -3232520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -3232520.250000 Penalty: 5041.842773
	Iteration 59F: 3 clusters Score -3232520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Entering Unmasked Estep 
Score: -500130.968750 Penalty: 2114.977051
	Iteration 0F: 2 clusters Score -500131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -495740.531250 Penalty: 4229.954102
	Iteration 0F: 3 clusters Score -495740.5 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -497597.000000 Penalty: 4229.954102
	Iteration 1F: 3 clusters Score -497597 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -498727.906250 Penalty: 4229.954102
	Iteration 2F: 3 clusters Score -498727.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -499668.187500 Penalty: 4229.954102
	Iteration 3F: 3 clusters Score -499668.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -500153.156250 Penalty: 4229.954102
	Iteration 4F: 3 clusters Score -500153.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -500331.437500 Penalty: 4229.954102
	Iteration 5Q: 3 clusters Score -500331.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -500392.406250 Penalty: 4229.954102
	Iteration 6Q: 3 clusters Score -500392.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -500413.156250 Penalty: 4229.954102
	Iteration 7Q: 3 clusters Score -500413.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -500424.062500 Penalty: 4229.954102
	Iteration 8Q: 3 clusters Score -500424.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -500427.875000 Penalty: 4229.954102
	Iteration 9Q: 3 clusters Score -500427.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -500429.093750 Penalty: 4229.954102
	Iteration 10Q: 3 clusters Score -500429.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -500429.468750 Penalty: 4229.954102
	Iteration 11Q: 3 clusters Score -500429.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -500430.406250 Penalty: 4229.954102
	Iteration 12Q: 3 clusters Score -500430.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -500430.281250 Penalty: 4229.954102
	Iteration 13Q: 3 clusters Score -500430.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -500431.625000 Penalty: 4229.954102
	Iteration 14Q: 3 clusters Score -500431.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -500433.000000 Penalty: 4229.954102
	Iteration 15Q: 3 clusters Score -500433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -500434.281250 Penalty: 4229.954102
	Iteration 16Q: 3 clusters Score -500434.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -500434.781250 Penalty: 4229.954102
	Iteration 17Q: 3 clusters Score -500434.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -500434.437500 Penalty: 4229.954102
	Iteration 18Q: 3 clusters Score -500434.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -500434.437500 Penalty: 4229.954102
	Iteration 19F: 3 clusters Score -500434.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 3274 members 
Mstep: Class 3 contains 14697 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 197271 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41517 members 
Mstep: Class 10 contains 278072 members 
Mstep: Class 11 contains 59669 members 
Mstep: Class 12 contains 295112 members 
Mstep: Class 13 contains 10389 members 
Mstep: Class 14 contains 31625 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39693 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22921 members 
Mstep: Class 20 contains 23266 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93212 members 
Mstep: Class 24 contains 78052 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 1781 members 
Entering Unmasked Estep 
Score: -154580496.000000 Penalty: 90644.539062
Splitting cluster 2 changes total score from -154580736.000000 to -154580496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (14697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Entering Unmasked Estep 
Score: -1757850.250000 Penalty: 2379.658936
	Iteration 0F: 2 clusters Score -1757850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1747269.875000 Penalty: 4759.317871
	Iteration 0F: 3 clusters Score -1747270 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1750883.000000 Penalty: 4759.317871
	Iteration 1F: 3 clusters Score -1750883 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1751444.375000 Penalty: 4759.317871
	Iteration 2F: 3 clusters Score -1751444 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1751956.000000 Penalty: 4759.317871
	Iteration 3F: 3 clusters Score -1751956 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1752482.375000 Penalty: 4759.317871
	Iteration 4F: 3 clusters Score -1752482 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1753033.375000 Penalty: 4759.317871
	Iteration 5F: 3 clusters Score -1753033 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1753561.250000 Penalty: 4759.317871
	Iteration 6F: 3 clusters Score -1753561 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1754117.625000 Penalty: 4759.317871
	Iteration 7F: 3 clusters Score -1754118 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1754616.875000 Penalty: 4759.317871
	Iteration 8Q: 3 clusters Score -1754617 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1755081.750000 Penalty: 4759.317871
	Iteration 9Q: 3 clusters Score -1755082 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1755434.750000 Penalty: 4759.317871
	Iteration 10Q: 3 clusters Score -1755435 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1755634.875000 Penalty: 4759.317871
	Iteration 11Q: 3 clusters Score -1755635 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1755789.625000 Penalty: 4759.317871
	Iteration 12Q: 3 clusters Score -1755790 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1755902.125000 Penalty: 4759.317871
	Iteration 13Q: 3 clusters Score -1755902 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1756005.000000 Penalty: 4759.317871
	Iteration 14Q: 3 clusters Score -1756005 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1756085.000000 Penalty: 4759.317871
	Iteration 15Q: 3 clusters Score -1756085 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1756142.375000 Penalty: 4759.317871
	Iteration 16Q: 3 clusters Score -1756142 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1756196.250000 Penalty: 4759.317871
	Iteration 17Q: 3 clusters Score -1756196 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1756231.500000 Penalty: 4759.317871
	Iteration 18Q: 3 clusters Score -1756232 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1756272.750000 Penalty: 4759.317871
	Iteration 19Q: 3 clusters Score -1756273 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1756313.250000 Penalty: 4759.317871
	Iteration 20F: 3 clusters Score -1756313 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1756340.750000 Penalty: 4759.317871
	Iteration 21Q: 3 clusters Score -1756341 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1756372.125000 Penalty: 4759.317871
	Iteration 22Q: 3 clusters Score -1756372 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1756396.000000 Penalty: 4759.317871
	Iteration 23Q: 3 clusters Score -1756396 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1756419.500000 Penalty: 4759.317871
	Iteration 24Q: 3 clusters Score -1756420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1756447.125000 Penalty: 4759.317871
	Iteration 25Q: 3 clusters Score -1756447 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1756474.250000 Penalty: 4759.317871
	Iteration 26Q: 3 clusters Score -1756474 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1756504.125000 Penalty: 4759.317871
	Iteration 27Q: 3 clusters Score -1756504 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1756534.375000 Penalty: 4759.317871
	Iteration 28Q: 3 clusters Score -1756534 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1756557.500000 Penalty: 4759.317871
	Iteration 29Q: 3 clusters Score -1756558 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1756572.125000 Penalty: 4759.317871
	Iteration 30Q: 3 clusters Score -1756572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1756588.500000 Penalty: 4759.317871
	Iteration 31Q: 3 clusters Score -1756588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1756597.625000 Penalty: 4759.317871
	Iteration 32Q: 3 clusters Score -1756598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1756610.000000 Penalty: 4759.317871
	Iteration 33Q: 3 clusters Score -1756610 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1756619.875000 Penalty: 4759.317871
	Iteration 34Q: 3 clusters Score -1756620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1756632.375000 Penalty: 4759.317871
	Iteration 35Q: 3 clusters Score -1756632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1756636.500000 Penalty: 4759.317871
	Iteration 36Q: 3 clusters Score -1756636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1756646.000000 Penalty: 4759.317871
	Iteration 37Q: 3 clusters Score -1756646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1756652.500000 Penalty: 4759.317871
	Iteration 38Q: 3 clusters Score -1756652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1756658.875000 Penalty: 4759.317871
	Iteration 39Q: 3 clusters Score -1756659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1756664.500000 Penalty: 4759.317871
	Iteration 40F: 3 clusters Score -1756664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1756665.500000 Penalty: 4759.317871
	Iteration 41Q: 3 clusters Score -1756666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1756668.375000 Penalty: 4759.317871
	Iteration 42Q: 3 clusters Score -1756668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1756673.000000 Penalty: 4759.317871
	Iteration 43Q: 3 clusters Score -1756673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1756675.500000 Penalty: 4759.317871
	Iteration 44Q: 3 clusters Score -1756676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1756682.000000 Penalty: 4759.317871
	Iteration 45Q: 3 clusters Score -1756682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1756682.125000 Penalty: 4759.317871
	Iteration 46Q: 3 clusters Score -1756682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1756684.250000 Penalty: 4759.317871
	Iteration 47Q: 3 clusters Score -1756684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1756688.250000 Penalty: 4759.317871
	Iteration 48Q: 3 clusters Score -1756688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1756692.250000 Penalty: 4759.317871
	Iteration 49Q: 3 clusters Score -1756692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1756688.875000 Penalty: 4759.317871
	Iteration 50Q: 3 clusters Score -1756689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1756694.625000 Penalty: 4759.317871
	Iteration 51Q: 3 clusters Score -1756695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1756695.250000 Penalty: 4759.317871
	Iteration 52Q: 3 clusters Score -1756695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1756695.500000 Penalty: 4759.317871
	Iteration 53Q: 3 clusters Score -1756696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1756695.500000 Penalty: 4759.317871
	Iteration 54Q: 3 clusters Score -1756696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1756695.875000 Penalty: 4759.317871
	Iteration 55Q: 3 clusters Score -1756696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1756695.875000 Penalty: 4759.317871
	Iteration 56F: 3 clusters Score -1756696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Entering Unmasked Estep 
Score: -467092.406250 Penalty: 2058.531006
	Iteration 0F: 2 clusters Score -467092.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -463274.906250 Penalty: 4117.062012
	Iteration 0F: 3 clusters Score -463274.9 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -464198.468750 Penalty: 4117.062012
	Iteration 1F: 3 clusters Score -464198.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -464457.281250 Penalty: 4117.062012
	Iteration 2F: 3 clusters Score -464457.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -464703.125000 Penalty: 4117.062012
	Iteration 3F: 3 clusters Score -464703.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -465078.718750 Penalty: 4117.062012
	Iteration 4F: 3 clusters Score -465078.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -465524.687500 Penalty: 4117.062012
	Iteration 5F: 3 clusters Score -465524.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -465980.375000 Penalty: 4117.062012
	Iteration 6F: 3 clusters Score -465980.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -466320.875000 Penalty: 4117.062012
	Iteration 7F: 3 clusters Score -466320.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -466525.468750 Penalty: 4117.062012
	Iteration 8F: 3 clusters Score -466525.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -466677.406250 Penalty: 4117.062012
	Iteration 9Q: 3 clusters Score -466677.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -466800.375000 Penalty: 4117.062012
	Iteration 10Q: 3 clusters Score -466800.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -466900.062500 Penalty: 4117.062012
	Iteration 11Q: 3 clusters Score -466900.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -466971.375000 Penalty: 4117.062012
	Iteration 12Q: 3 clusters Score -466971.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -467014.187500 Penalty: 4117.062012
	Iteration 13Q: 3 clusters Score -467014.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -467042.062500 Penalty: 4117.062012
	Iteration 14Q: 3 clusters Score -467042.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -467053.937500 Penalty: 4117.062012
	Iteration 15Q: 3 clusters Score -467053.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -467061.781250 Penalty: 4117.062012
	Iteration 16Q: 3 clusters Score -467061.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -467066.187500 Penalty: 4117.062012
	Iteration 17Q: 3 clusters Score -467066.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -467066.312500 Penalty: 4117.062012
	Iteration 18Q: 3 clusters Score -467066.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -467066.312500 Penalty: 4117.062012
	Iteration 19F: 3 clusters Score -467066.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Entering Unmasked Estep 
Score: -908249.687500 Penalty: 2238.790039
	Iteration 0F: 2 clusters Score -908249.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -901615.375000 Penalty: 4477.580078
	Iteration 0F: 3 clusters Score -901615.4 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -903511.875000 Penalty: 4477.580078
	Iteration 1F: 3 clusters Score -903511.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -903825.062500 Penalty: 4477.580078
	Iteration 2F: 3 clusters Score -903825.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -904048.375000 Penalty: 4477.580078
	Iteration 3F: 3 clusters Score -904048.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -904238.187500 Penalty: 4477.580078
	Iteration 4Q: 3 clusters Score -904238.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -904449.500000 Penalty: 4477.580078
	Iteration 5Q: 3 clusters Score -904449.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -904680.437500 Penalty: 4477.580078
	Iteration 6Q: 3 clusters Score -904680.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -904915.062500 Penalty: 4477.580078
	Iteration 7Q: 3 clusters Score -904915.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -905159.187500 Penalty: 4477.580078
	Iteration 8Q: 3 clusters Score -905159.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -905400.000000 Penalty: 4477.580078
	Iteration 9Q: 3 clusters Score -905400 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -905636.125000 Penalty: 4477.580078
	Iteration 10Q: 3 clusters Score -905636.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -905840.562500 Penalty: 4477.580078
	Iteration 11Q: 3 clusters Score -905840.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -905996.812500 Penalty: 4477.580078
	Iteration 12Q: 3 clusters Score -905996.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -906103.500000 Penalty: 4477.580078
	Iteration 13Q: 3 clusters Score -906103.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -906178.750000 Penalty: 4477.580078
	Iteration 14Q: 3 clusters Score -906178.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -906251.812500 Penalty: 4477.580078
	Iteration 15Q: 3 clusters Score -906251.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -906310.875000 Penalty: 4477.580078
	Iteration 16Q: 3 clusters Score -906310.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -906353.437500 Penalty: 4477.580078
	Iteration 17Q: 3 clusters Score -906353.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -906393.125000 Penalty: 4477.580078
	Iteration 18Q: 3 clusters Score -906393.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -906426.000000 Penalty: 4477.580078
	Iteration 19Q: 3 clusters Score -906426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -906453.812500 Penalty: 4477.580078
	Iteration 20F: 3 clusters Score -906453.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -906476.750000 Penalty: 4477.580078
	Iteration 21Q: 3 clusters Score -906476.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -906491.375000 Penalty: 4477.580078
	Iteration 22Q: 3 clusters Score -906491.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -906506.875000 Penalty: 4477.580078
	Iteration 23Q: 3 clusters Score -906506.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -906523.375000 Penalty: 4477.580078
	Iteration 24Q: 3 clusters Score -906523.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -906543.312500 Penalty: 4477.580078
	Iteration 25Q: 3 clusters Score -906543.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -906559.062500 Penalty: 4477.580078
	Iteration 26Q: 3 clusters Score -906559.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -906571.062500 Penalty: 4477.580078
	Iteration 27Q: 3 clusters Score -906571.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -906582.500000 Penalty: 4477.580078
	Iteration 28Q: 3 clusters Score -906582.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -906593.875000 Penalty: 4477.580078
	Iteration 29Q: 3 clusters Score -906593.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -906604.312500 Penalty: 4477.580078
	Iteration 30Q: 3 clusters Score -906604.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -906613.937500 Penalty: 4477.580078
	Iteration 31Q: 3 clusters Score -906613.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -906623.000000 Penalty: 4477.580078
	Iteration 32Q: 3 clusters Score -906623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -906633.250000 Penalty: 4477.580078
	Iteration 33Q: 3 clusters Score -906633.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -906645.375000 Penalty: 4477.580078
	Iteration 34Q: 3 clusters Score -906645.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -906655.875000 Penalty: 4477.580078
	Iteration 35Q: 3 clusters Score -906655.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -906662.750000 Penalty: 4477.580078
	Iteration 36Q: 3 clusters Score -906662.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -906669.000000 Penalty: 4477.580078
	Iteration 37Q: 3 clusters Score -906669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -906674.250000 Penalty: 4477.580078
	Iteration 38Q: 3 clusters Score -906674.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -906680.250000 Penalty: 4477.580078
	Iteration 39Q: 3 clusters Score -906680.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -906690.812500 Penalty: 4477.580078
	Iteration 40F: 3 clusters Score -906690.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -906705.000000 Penalty: 4477.580078
	Iteration 41Q: 3 clusters Score -906705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -906715.750000 Penalty: 4477.580078
	Iteration 42Q: 3 clusters Score -906715.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -906725.187500 Penalty: 4477.580078
	Iteration 43Q: 3 clusters Score -906725.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -906731.687500 Penalty: 4477.580078
	Iteration 44Q: 3 clusters Score -906731.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -906736.312500 Penalty: 4477.580078
	Iteration 45Q: 3 clusters Score -906736.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -906738.937500 Penalty: 4477.580078
	Iteration 46Q: 3 clusters Score -906738.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -906744.062500 Penalty: 4477.580078
	Iteration 47Q: 3 clusters Score -906744.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -906749.187500 Penalty: 4477.580078
	Iteration 48Q: 3 clusters Score -906749.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -906753.187500 Penalty: 4477.580078
	Iteration 49Q: 3 clusters Score -906753.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -906758.062500 Penalty: 4477.580078
	Iteration 50Q: 3 clusters Score -906758.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -906764.437500 Penalty: 4477.580078
	Iteration 51Q: 3 clusters Score -906764.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -906769.750000 Penalty: 4477.580078
	Iteration 52Q: 3 clusters Score -906769.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -906774.937500 Penalty: 4477.580078
	Iteration 53Q: 3 clusters Score -906774.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -906780.000000 Penalty: 4477.580078
	Iteration 54Q: 3 clusters Score -906780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -906783.687500 Penalty: 4477.580078
	Iteration 55Q: 3 clusters Score -906783.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -906786.625000 Penalty: 4477.580078
	Iteration 56Q: 3 clusters Score -906786.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -906786.937500 Penalty: 4477.580078
	Iteration 57Q: 3 clusters Score -906786.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -906788.812500 Penalty: 4477.580078
	Iteration 58Q: 3 clusters Score -906788.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -906788.625000 Penalty: 4477.580078
	Iteration 59Q: 3 clusters Score -906788.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -906788.625000 Penalty: 4477.580078
	Iteration 60F: 3 clusters Score -906788.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Entering Unmasked Estep 
Score: -290270.000000 Penalty: 1948.175049
	Iteration 0F: 2 clusters Score -290270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -287346.125000 Penalty: 3896.350098
	Iteration 0F: 3 clusters Score -287346.1 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -287957.500000 Penalty: 3896.350098
	Iteration 1F: 3 clusters Score -287957.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -288108.906250 Penalty: 3896.350098
	Iteration 2F: 3 clusters Score -288108.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -288217.531250 Penalty: 3896.350098
	Iteration 3Q: 3 clusters Score -288217.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -288287.406250 Penalty: 3896.350098
	Iteration 4Q: 3 clusters Score -288287.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -288351.437500 Penalty: 3896.350098
	Iteration 5Q: 3 clusters Score -288351.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -288412.718750 Penalty: 3896.350098
	Iteration 6Q: 3 clusters Score -288412.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -288464.187500 Penalty: 3896.350098
	Iteration 7Q: 3 clusters Score -288464.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -288516.031250 Penalty: 3896.350098
	Iteration 8Q: 3 clusters Score -288516 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -288567.531250 Penalty: 3896.350098
	Iteration 9Q: 3 clusters Score -288567.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -288604.156250 Penalty: 3896.350098
	Iteration 10Q: 3 clusters Score -288604.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -288631.843750 Penalty: 3896.350098
	Iteration 11Q: 3 clusters Score -288631.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -288651.125000 Penalty: 3896.350098
	Iteration 12Q: 3 clusters Score -288651.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -288670.437500 Penalty: 3896.350098
	Iteration 13Q: 3 clusters Score -288670.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -288699.062500 Penalty: 3896.350098
	Iteration 14Q: 3 clusters Score -288699.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -288727.218750 Penalty: 3896.350098
	Iteration 15Q: 3 clusters Score -288727.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -288754.531250 Penalty: 3896.350098
	Iteration 16Q: 3 clusters Score -288754.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -288767.937500 Penalty: 3896.350098
	Iteration 17Q: 3 clusters Score -288767.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -288779.468750 Penalty: 3896.350098
	Iteration 18Q: 3 clusters Score -288779.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -288797.343750 Penalty: 3896.350098
	Iteration 19Q: 3 clusters Score -288797.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -288820.250000 Penalty: 3896.350098
	Iteration 20F: 3 clusters Score -288820.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -288854.781250 Penalty: 3896.350098
	Iteration 21Q: 3 clusters Score -288854.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -288885.062500 Penalty: 3896.350098
	Iteration 22Q: 3 clusters Score -288885.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -288909.375000 Penalty: 3896.350098
	Iteration 23Q: 3 clusters Score -288909.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -288920.968750 Penalty: 3896.350098
	Iteration 24Q: 3 clusters Score -288921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -288931.593750 Penalty: 3896.350098
	Iteration 25Q: 3 clusters Score -288931.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -288940.781250 Penalty: 3896.350098
	Iteration 26Q: 3 clusters Score -288940.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -288951.343750 Penalty: 3896.350098
	Iteration 27Q: 3 clusters Score -288951.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -288962.906250 Penalty: 3896.350098
	Iteration 28Q: 3 clusters Score -288962.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -288975.812500 Penalty: 3896.350098
	Iteration 29Q: 3 clusters Score -288975.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -288990.250000 Penalty: 3896.350098
	Iteration 30Q: 3 clusters Score -288990.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -288996.468750 Penalty: 3896.350098
	Iteration 31Q: 3 clusters Score -288996.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -289000.687500 Penalty: 3896.350098
	Iteration 32Q: 3 clusters Score -289000.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -289004.875000 Penalty: 3896.350098
	Iteration 33Q: 3 clusters Score -289004.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -289007.531250 Penalty: 3896.350098
	Iteration 34Q: 3 clusters Score -289007.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -289014.437500 Penalty: 3896.350098
	Iteration 35Q: 3 clusters Score -289014.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -289020.031250 Penalty: 3896.350098
	Iteration 36Q: 3 clusters Score -289020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -289022.218750 Penalty: 3896.350098
	Iteration 37Q: 3 clusters Score -289022.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -289023.000000 Penalty: 3896.350098
	Iteration 38Q: 3 clusters Score -289023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -289026.937500 Penalty: 3896.350098
	Iteration 39Q: 3 clusters Score -289026.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -289030.031250 Penalty: 3896.350098
	Iteration 40F: 3 clusters Score -289030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -289031.093750 Penalty: 3896.350098
	Iteration 41Q: 3 clusters Score -289031.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -289032.218750 Penalty: 3896.350098
	Iteration 42Q: 3 clusters Score -289032.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -289032.875000 Penalty: 3896.350098
	Iteration 43Q: 3 clusters Score -289032.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -289033.375000 Penalty: 3896.350098
	Iteration 44Q: 3 clusters Score -289033.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -289033.375000 Penalty: 3896.350098
	Iteration 45F: 3 clusters Score -289033.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (197271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197271 members 
Entering Unmasked Estep 
Score: -24654334.000000 Penalty: 3023.698730
	Iteration 0F: 2 clusters Score -2.465433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98534 members 
Mstep: Class 2 contains 98737 members 
Entering Unmasked Estep 
Score: -24528138.000000 Penalty: 6047.397461
	Iteration 0F: 3 clusters Score -2.452814e+07 nChanged 94784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98572 members 
Mstep: Class 2 contains 98699 members 
Entering Unmasked Estep 
Score: -24583334.000000 Penalty: 6047.397461
	Iteration 1F: 3 clusters Score -2.458333e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98673 members 
Mstep: Class 2 contains 98598 members 
Entering Unmasked Estep 
Score: -24584404.000000 Penalty: 6047.397461
	Iteration 2Q: 3 clusters Score -2.45844e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98776 members 
Mstep: Class 2 contains 98495 members 
Entering Unmasked Estep 
Score: -24585646.000000 Penalty: 6047.397461
	Iteration 3Q: 3 clusters Score -2.458565e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98853 members 
Mstep: Class 2 contains 98418 members 
Entering Unmasked Estep 
Score: -24587102.000000 Penalty: 6047.397461
	Iteration 4Q: 3 clusters Score -2.45871e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98912 members 
Mstep: Class 2 contains 98359 members 
Entering Unmasked Estep 
Score: -24588678.000000 Penalty: 6047.397461
	Iteration 5Q: 3 clusters Score -2.458868e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98827 members 
Mstep: Class 2 contains 98444 members 
Entering Unmasked Estep 
Score: -24590440.000000 Penalty: 6047.397461
	Iteration 6Q: 3 clusters Score -2.459044e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98480 members 
Mstep: Class 2 contains 98791 members 
Entering Unmasked Estep 
Score: -24592596.000000 Penalty: 6047.397461
	Iteration 7Q: 3 clusters Score -2.45926e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97783 members 
Mstep: Class 2 contains 99488 members 
Entering Unmasked Estep 
Score: -24595522.000000 Penalty: 6047.397461
	Iteration 8Q: 3 clusters Score -2.459552e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96797 members 
Mstep: Class 2 contains 100474 members 
Entering Unmasked Estep 
Score: -24599048.000000 Penalty: 6047.397461
	Iteration 9Q: 3 clusters Score -2.459905e+07 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95375 members 
Mstep: Class 2 contains 101896 members 
Entering Unmasked Estep 
Score: -24604420.000000 Penalty: 6047.397461
	Iteration 10Q: 3 clusters Score -2.460442e+07 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93731 members 
Mstep: Class 2 contains 103540 members 
Entering Unmasked Estep 
Score: -24612030.000000 Penalty: 6047.397461
	Iteration 11F: 3 clusters Score -2.461203e+07 nChanged 11753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92142 members 
Mstep: Class 2 contains 105129 members 
Entering Unmasked Estep 
Score: -24620090.000000 Penalty: 6047.397461
	Iteration 12F: 3 clusters Score -2.462009e+07 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90807 members 
Mstep: Class 2 contains 106464 members 
Entering Unmasked Estep 
Score: -24625262.000000 Penalty: 6047.397461
	Iteration 13F: 3 clusters Score -2.462526e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89620 members 
Mstep: Class 2 contains 107651 members 
Entering Unmasked Estep 
Score: -24627538.000000 Penalty: 6047.397461
	Iteration 14Q: 3 clusters Score -2.462754e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88397 members 
Mstep: Class 2 contains 108874 members 
Entering Unmasked Estep 
Score: -24628532.000000 Penalty: 6047.397461
	Iteration 15Q: 3 clusters Score -2.462853e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86992 members 
Mstep: Class 2 contains 110279 members 
Entering Unmasked Estep 
Score: -24629256.000000 Penalty: 6047.397461
	Iteration 16Q: 3 clusters Score -2.462926e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85506 members 
Mstep: Class 2 contains 111765 members 
Entering Unmasked Estep 
Score: -24629802.000000 Penalty: 6047.397461
	Iteration 17Q: 3 clusters Score -2.46298e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83928 members 
Mstep: Class 2 contains 113343 members 
Entering Unmasked Estep 
Score: -24630478.000000 Penalty: 6047.397461
	Iteration 18Q: 3 clusters Score -2.463048e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82215 members 
Mstep: Class 2 contains 115056 members 
Entering Unmasked Estep 
Score: -24631202.000000 Penalty: 6047.397461
	Iteration 19Q: 3 clusters Score -2.46312e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80377 members 
Mstep: Class 2 contains 116894 members 
Entering Unmasked Estep 
Score: -24631764.000000 Penalty: 6047.397461
	Iteration 20F: 3 clusters Score -2.463176e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78330 members 
Mstep: Class 2 contains 118941 members 
Entering Unmasked Estep 
Score: -24632608.000000 Penalty: 6047.397461
	Iteration 21Q: 3 clusters Score -2.463261e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 121223 members 
Entering Unmasked Estep 
Score: -24633410.000000 Penalty: 6047.397461
	Iteration 22Q: 3 clusters Score -2.463341e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73646 members 
Mstep: Class 2 contains 123625 members 
Entering Unmasked Estep 
Score: -24634348.000000 Penalty: 6047.397461
	Iteration 23Q: 3 clusters Score -2.463435e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71116 members 
Mstep: Class 2 contains 126155 members 
Entering Unmasked Estep 
Score: -24635252.000000 Penalty: 6047.397461
	Iteration 24Q: 3 clusters Score -2.463525e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68474 members 
Mstep: Class 2 contains 128797 members 
Entering Unmasked Estep 
Score: -24636326.000000 Penalty: 6047.397461
	Iteration 25Q: 3 clusters Score -2.463633e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65735 members 
Mstep: Class 2 contains 131536 members 
Entering Unmasked Estep 
Score: -24637178.000000 Penalty: 6047.397461
	Iteration 26Q: 3 clusters Score -2.463718e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62802 members 
Mstep: Class 2 contains 134469 members 
Entering Unmasked Estep 
Score: -24638174.000000 Penalty: 6047.397461
	Iteration 27Q: 3 clusters Score -2.463817e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 137328 members 
Entering Unmasked Estep 
Score: -24639124.000000 Penalty: 6047.397461
	Iteration 28Q: 3 clusters Score -2.463912e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 140201 members 
Entering Unmasked Estep 
Score: -24640056.000000 Penalty: 6047.397461
	Iteration 29Q: 3 clusters Score -2.464006e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 143092 members 
Entering Unmasked Estep 
Score: -24641102.000000 Penalty: 6047.397461
	Iteration 30Q: 3 clusters Score -2.46411e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 145947 members 
Entering Unmasked Estep 
Score: -24641944.000000 Penalty: 6047.397461
	Iteration 31Q: 3 clusters Score -2.464194e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 148763 members 
Entering Unmasked Estep 
Score: -24642732.000000 Penalty: 6047.397461
	Iteration 32Q: 3 clusters Score -2.464273e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 151577 members 
Entering Unmasked Estep 
Score: -24643726.000000 Penalty: 6047.397461
	Iteration 33Q: 3 clusters Score -2.464373e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 154358 members 
Entering Unmasked Estep 
Score: -24644590.000000 Penalty: 6047.397461
	Iteration 34Q: 3 clusters Score -2.464459e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 157205 members 
Entering Unmasked Estep 
Score: -24645546.000000 Penalty: 6047.397461
	Iteration 35Q: 3 clusters Score -2.464555e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 160093 members 
Entering Unmasked Estep 
Score: -24646448.000000 Penalty: 6047.397461
	Iteration 36Q: 3 clusters Score -2.464645e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 162870 members 
Entering Unmasked Estep 
Score: -24647190.000000 Penalty: 6047.397461
	Iteration 37Q: 3 clusters Score -2.464719e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 165669 members 
Entering Unmasked Estep 
Score: -24647898.000000 Penalty: 6047.397461
	Iteration 38Q: 3 clusters Score -2.46479e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 168338 members 
Entering Unmasked Estep 
Score: -24648470.000000 Penalty: 6047.397461
	Iteration 39Q: 3 clusters Score -2.464847e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 170869 members 
Entering Unmasked Estep 
Score: -24649230.000000 Penalty: 6047.397461
	Iteration 40F: 3 clusters Score -2.464923e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 173444 members 
Entering Unmasked Estep 
Score: -24649756.000000 Penalty: 6047.397461
	Iteration 41Q: 3 clusters Score -2.464976e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 175872 members 
Entering Unmasked Estep 
Score: -24650330.000000 Penalty: 6047.397461
	Iteration 42Q: 3 clusters Score -2.465033e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 178178 members 
Entering Unmasked Estep 
Score: -24650876.000000 Penalty: 6047.397461
	Iteration 43Q: 3 clusters Score -2.465088e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 180364 members 
Entering Unmasked Estep 
Score: -24651312.000000 Penalty: 6047.397461
	Iteration 44Q: 3 clusters Score -2.465131e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 182330 members 
Entering Unmasked Estep 
Score: -24651692.000000 Penalty: 6047.397461
	Iteration 45Q: 3 clusters Score -2.465169e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 184014 members 
Entering Unmasked Estep 
Score: -24652138.000000 Penalty: 6047.397461
	Iteration 46Q: 3 clusters Score -2.465214e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 185499 members 
Entering Unmasked Estep 
Score: -24652600.000000 Penalty: 6047.397461
	Iteration 47Q: 3 clusters Score -2.46526e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 186724 members 
Entering Unmasked Estep 
Score: -24652914.000000 Penalty: 6047.397461
	Iteration 48Q: 3 clusters Score -2.465291e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 187815 members 
Entering Unmasked Estep 
Score: -24653100.000000 Penalty: 6047.397461
	Iteration 49Q: 3 clusters Score -2.46531e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 188749 members 
Entering Unmasked Estep 
Score: -24653492.000000 Penalty: 6047.397461
	Iteration 50Q: 3 clusters Score -2.465349e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 189542 members 
Entering Unmasked Estep 
Score: -24653786.000000 Penalty: 6047.397461
	Iteration 51Q: 3 clusters Score -2.465379e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 190241 members 
Entering Unmasked Estep 
Score: -24653948.000000 Penalty: 6047.397461
	Iteration 52Q: 3 clusters Score -2.465395e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 190838 members 
Entering Unmasked Estep 
Score: -24654136.000000 Penalty: 6047.397461
	Iteration 53Q: 3 clusters Score -2.465414e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 191323 members 
Entering Unmasked Estep 
Score: -24654368.000000 Penalty: 6047.397461
	Iteration 54Q: 3 clusters Score -2.465437e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 191724 members 
Entering Unmasked Estep 
Score: -24654380.000000 Penalty: 6047.397461
	Iteration 55Q: 3 clusters Score -2.465438e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 192053 members 
Entering Unmasked Estep 
Score: -24654368.000000 Penalty: 6047.397461
	Iteration 56Q: 3 clusters Score -2.465437e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 192316 members 
Entering Unmasked Estep 
Score: -24654408.000000 Penalty: 6047.397461
	Iteration 57Q: 3 clusters Score -2.465441e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 192502 members 
Entering Unmasked Estep 
Score: -24654436.000000 Penalty: 6047.397461
	Iteration 58Q: 3 clusters Score -2.465444e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 192652 members 
Entering Unmasked Estep 
Score: -24654406.000000 Penalty: 6047.397461
	Iteration 59Q: 3 clusters Score -2.465441e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 192784 members 
Entering Unmasked Estep 
Score: -24654392.000000 Penalty: 6047.397461
	Iteration 60F: 3 clusters Score -2.465439e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 192878 members 
Entering Unmasked Estep 
Score: -24654426.000000 Penalty: 6047.397461
	Iteration 61Q: 3 clusters Score -2.465443e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 192943 members 
Entering Unmasked Estep 
Score: -24654424.000000 Penalty: 6047.397461
	Iteration 62Q: 3 clusters Score -2.465442e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 193004 members 
Entering Unmasked Estep 
Score: -24654398.000000 Penalty: 6047.397461
	Iteration 63Q: 3 clusters Score -2.46544e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 193041 members 
Entering Unmasked Estep 
Score: -24654368.000000 Penalty: 6047.397461
	Iteration 64Q: 3 clusters Score -2.465437e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 193073 members 
Entering Unmasked Estep 
Score: -24654406.000000 Penalty: 6047.397461
	Iteration 65Q: 3 clusters Score -2.465441e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 193096 members 
Entering Unmasked Estep 
Score: -24654448.000000 Penalty: 6047.397461
	Iteration 66Q: 3 clusters Score -2.465445e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 193128 members 
Entering Unmasked Estep 
Score: -24654468.000000 Penalty: 6047.397461
	Iteration 67Q: 3 clusters Score -2.465447e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 193153 members 
Entering Unmasked Estep 
Score: -24654452.000000 Penalty: 6047.397461
	Iteration 68Q: 3 clusters Score -2.465445e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 193180 members 
Entering Unmasked Estep 
Score: -24654456.000000 Penalty: 6047.397461
	Iteration 69Q: 3 clusters Score -2.465446e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 193204 members 
Entering Unmasked Estep 
Score: -24654458.000000 Penalty: 6047.397461
	Iteration 70Q: 3 clusters Score -2.465446e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 193228 members 
Entering Unmasked Estep 
Score: -24654452.000000 Penalty: 6047.397461
	Iteration 71Q: 3 clusters Score -2.465445e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 193241 members 
Entering Unmasked Estep 
Score: -24654474.000000 Penalty: 6047.397461
	Iteration 72Q: 3 clusters Score -2.465447e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 193260 members 
Entering Unmasked Estep 
Score: -24654448.000000 Penalty: 6047.397461
	Iteration 73Q: 3 clusters Score -2.465445e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 193275 members 
Entering Unmasked Estep 
Score: -24654454.000000 Penalty: 6047.397461
	Iteration 74Q: 3 clusters Score -2.465445e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 193286 members 
Entering Unmasked Estep 
Score: -24654458.000000 Penalty: 6047.397461
	Iteration 75Q: 3 clusters Score -2.465446e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 193296 members 
Entering Unmasked Estep 
Score: -24654418.000000 Penalty: 6047.397461
	Iteration 76Q: 3 clusters Score -2.465442e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 193305 members 
Entering Unmasked Estep 
Score: -24654464.000000 Penalty: 6047.397461
	Iteration 77Q: 3 clusters Score -2.465446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 193315 members 
Entering Unmasked Estep 
Score: -24654438.000000 Penalty: 6047.397461
	Iteration 78Q: 3 clusters Score -2.465444e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 193330 members 
Entering Unmasked Estep 
Score: -24654420.000000 Penalty: 6047.397461
	Iteration 79Q: 3 clusters Score -2.465442e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 193344 members 
Entering Unmasked Estep 
Score: -24654404.000000 Penalty: 6047.397461
	Iteration 80F: 3 clusters Score -2.46544e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 193346 members 
Entering Unmasked Estep 
Score: -24654384.000000 Penalty: 6047.397461
	Iteration 81Q: 3 clusters Score -2.465438e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 193355 members 
Entering Unmasked Estep 
Score: -24654382.000000 Penalty: 6047.397461
	Iteration 82Q: 3 clusters Score -2.465438e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 193365 members 
Entering Unmasked Estep 
Score: -24654362.000000 Penalty: 6047.397461
	Iteration 83Q: 3 clusters Score -2.465436e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 193377 members 
Entering Unmasked Estep 
Score: -24654342.000000 Penalty: 6047.397461
	Iteration 84Q: 3 clusters Score -2.465434e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 193381 members 
Entering Unmasked Estep 
Score: -24654362.000000 Penalty: 6047.397461
	Iteration 85Q: 3 clusters Score -2.465436e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 193396 members 
Entering Unmasked Estep 
Score: -24654342.000000 Penalty: 6047.397461
	Iteration 86Q: 3 clusters Score -2.465434e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 193405 members 
Entering Unmasked Estep 
Score: -24654308.000000 Penalty: 6047.397461
	Iteration 87Q: 3 clusters Score -2.465431e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 193426 members 
Entering Unmasked Estep 
Score: -24654326.000000 Penalty: 6047.397461
	Iteration 88Q: 3 clusters Score -2.465433e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 193441 members 
Entering Unmasked Estep 
Score: -24654298.000000 Penalty: 6047.397461
	Iteration 89Q: 3 clusters Score -2.46543e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 193454 members 
Entering Unmasked Estep 
Score: -24654328.000000 Penalty: 6047.397461
	Iteration 90Q: 3 clusters Score -2.465433e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 193469 members 
Entering Unmasked Estep 
Score: -24654296.000000 Penalty: 6047.397461
	Iteration 91Q: 3 clusters Score -2.46543e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 193479 members 
Entering Unmasked Estep 
Score: -24654298.000000 Penalty: 6047.397461
	Iteration 92Q: 3 clusters Score -2.46543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 193487 members 
Entering Unmasked Estep 
Score: -24654288.000000 Penalty: 6047.397461
	Iteration 93Q: 3 clusters Score -2.465429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 193491 members 
Entering Unmasked Estep 
Score: -24654302.000000 Penalty: 6047.397461
	Iteration 94Q: 3 clusters Score -2.46543e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 193495 members 
Entering Unmasked Estep 
Score: -24654300.000000 Penalty: 6047.397461
	Iteration 95Q: 3 clusters Score -2.46543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 193498 members 
Entering Unmasked Estep 
Score: -24654298.000000 Penalty: 6047.397461
	Iteration 96Q: 3 clusters Score -2.46543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 193500 members 
Entering Unmasked Estep 
Score: -24654284.000000 Penalty: 6047.397461
	Iteration 97Q: 3 clusters Score -2.465428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 193503 members 
Entering Unmasked Estep 
Score: -24654296.000000 Penalty: 6047.397461
	Iteration 98Q: 3 clusters Score -2.46543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 193502 members 
Entering Unmasked Estep 
Score: -24654286.000000 Penalty: 6047.397461
	Iteration 99Q: 3 clusters Score -2.465429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 193502 members 
Entering Unmasked Estep 
Score: -24654308.000000 Penalty: 6047.397461
	Iteration 100F: 3 clusters Score -2.465431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 193505 members 
Entering Unmasked Estep 
Score: -24654314.000000 Penalty: 6047.397461
	Iteration 101Q: 3 clusters Score -2.465431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 193507 members 
Entering Unmasked Estep 
Score: -24654302.000000 Penalty: 6047.397461
	Iteration 102Q: 3 clusters Score -2.46543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 193508 members 
Entering Unmasked Estep 
Score: -24654304.000000 Penalty: 6047.397461
	Iteration 103Q: 3 clusters Score -2.46543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 193509 members 
Entering Unmasked Estep 
Score: -24654292.000000 Penalty: 6047.397461
	Iteration 104Q: 3 clusters Score -2.465429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 193509 members 
Entering Unmasked Estep 
Score: -24654292.000000 Penalty: 6047.397461
	Iteration 105F: 3 clusters Score -2.465429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Entering Unmasked Estep 
Score: -138599.500000 Penalty: 1762.641602
	Iteration 0F: 2 clusters Score -138599.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136536.031250 Penalty: 3525.283203
	Iteration 0F: 3 clusters Score -136536 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -136966.406250 Penalty: 3525.283203
	Iteration 1F: 3 clusters Score -136966.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -137103.265625 Penalty: 3525.283203
	Iteration 2F: 3 clusters Score -137103.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -137204.390625 Penalty: 3525.283203
	Iteration 3Q: 3 clusters Score -137204.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -137390.312500 Penalty: 3525.283203
	Iteration 4Q: 3 clusters Score -137390.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -137602.562500 Penalty: 3525.283203
	Iteration 5Q: 3 clusters Score -137602.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -137713.046875 Penalty: 3525.283203
	Iteration 6Q: 3 clusters Score -137713 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -137779.562500 Penalty: 3525.283203
	Iteration 7Q: 3 clusters Score -137779.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -137841.187500 Penalty: 3525.283203
	Iteration 8Q: 3 clusters Score -137841.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -137890.656250 Penalty: 3525.283203
	Iteration 9Q: 3 clusters Score -137890.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -137952.437500 Penalty: 3525.283203
	Iteration 10Q: 3 clusters Score -137952.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -138031.625000 Penalty: 3525.283203
	Iteration 11Q: 3 clusters Score -138031.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -138146.015625 Penalty: 3525.283203
	Iteration 12Q: 3 clusters Score -138146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -138290.609375 Penalty: 3525.283203
	Iteration 13Q: 3 clusters Score -138290.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -138468.843750 Penalty: 3525.283203
	Iteration 14Q: 3 clusters Score -138468.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -138616.203125 Penalty: 3525.283203
	Iteration 15Q: 3 clusters Score -138616.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -138795.218750 Penalty: 3525.283203
	Iteration 16Q: 3 clusters Score -138795.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -138970.187500 Penalty: 3525.283203
	Iteration 17Q: 3 clusters Score -138970.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -139233.187500 Penalty: 3525.283203
	Iteration 18Q: 3 clusters Score -139233.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -139393.359375 Penalty: 3525.283203
	Iteration 19Q: 3 clusters Score -139393.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -139399.140625 Penalty: 3525.283203
	Iteration 20F: 3 clusters Score -139399.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14697 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 197271 members 
Mstep: Class 8 contains 480 members 
Mstep: Class 9 contains 41517 members 
Mstep: Class 10 contains 278072 members 
Mstep: Class 11 contains 59669 members 
Mstep: Class 12 contains 295112 members 
Mstep: Class 13 contains 10389 members 
Mstep: Class 14 contains 31625 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39693 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22921 members 
Mstep: Class 20 contains 23266 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93212 members 
Mstep: Class 24 contains 78052 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 741 members 
Entering Unmasked Estep 
Score: -154579664.000000 Penalty: 90644.539062
Splitting cluster 8 changes total score from -154580736.000000 to -154579664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Entering Unmasked Estep 
Score: -5179498.500000 Penalty: 2637.197021
	Iteration 0F: 2 clusters Score -5179498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -5151349.000000 Penalty: 5274.394043
	Iteration 0F: 3 clusters Score -5151349 nChanged 19050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -5161853.500000 Penalty: 5274.394043
	Iteration 1F: 3 clusters Score -5161854 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -5162387.500000 Penalty: 5274.394043
	Iteration 2Q: 3 clusters Score -5162388 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -5162930.000000 Penalty: 5274.394043
	Iteration 3Q: 3 clusters Score -5162930 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -5163550.000000 Penalty: 5274.394043
	Iteration 4Q: 3 clusters Score -5163550 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -5164329.500000 Penalty: 5274.394043
	Iteration 5Q: 3 clusters Score -5164330 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -5165357.500000 Penalty: 5274.394043
	Iteration 6Q: 3 clusters Score -5165358 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -5166706.000000 Penalty: 5274.394043
	Iteration 7F: 3 clusters Score -5166706 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -5168443.500000 Penalty: 5274.394043
	Iteration 8F: 3 clusters Score -5168444 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -5170353.000000 Penalty: 5274.394043
	Iteration 9F: 3 clusters Score -5170353 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -5172066.500000 Penalty: 5274.394043
	Iteration 10F: 3 clusters Score -5172066 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -5173556.500000 Penalty: 5274.394043
	Iteration 11Q: 3 clusters Score -5173556 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -5174667.000000 Penalty: 5274.394043
	Iteration 12Q: 3 clusters Score -5174667 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -5175553.500000 Penalty: 5274.394043
	Iteration 13Q: 3 clusters Score -5175554 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -5176167.500000 Penalty: 5274.394043
	Iteration 14Q: 3 clusters Score -5176168 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -5176610.000000 Penalty: 5274.394043
	Iteration 15Q: 3 clusters Score -5176610 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -5176867.000000 Penalty: 5274.394043
	Iteration 16Q: 3 clusters Score -5176867 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -5177119.500000 Penalty: 5274.394043
	Iteration 17Q: 3 clusters Score -5177120 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5177277.500000 Penalty: 5274.394043
	Iteration 18Q: 3 clusters Score -5177278 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5177351.000000 Penalty: 5274.394043
	Iteration 19Q: 3 clusters Score -5177351 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -5177427.000000 Penalty: 5274.394043
	Iteration 20F: 3 clusters Score -5177427 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5177474.000000 Penalty: 5274.394043
	Iteration 21Q: 3 clusters Score -5177474 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5177504.000000 Penalty: 5274.394043
	Iteration 22Q: 3 clusters Score -5177504 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5177530.500000 Penalty: 5274.394043
	Iteration 23Q: 3 clusters Score -5177530 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5177557.000000 Penalty: 5274.394043
	Iteration 24Q: 3 clusters Score -5177557 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5177576.500000 Penalty: 5274.394043
	Iteration 25Q: 3 clusters Score -5177576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5177585.500000 Penalty: 5274.394043
	Iteration 26Q: 3 clusters Score -5177586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5177592.500000 Penalty: 5274.394043
	Iteration 27Q: 3 clusters Score -5177592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5177599.000000 Penalty: 5274.394043
	Iteration 28Q: 3 clusters Score -5177599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5177609.500000 Penalty: 5274.394043
	Iteration 29Q: 3 clusters Score -5177610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5177609.000000 Penalty: 5274.394043
	Iteration 30Q: 3 clusters Score -5177609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5177599.500000 Penalty: 5274.394043
	Iteration 31Q: 3 clusters Score -5177600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5177614.500000 Penalty: 5274.394043
	Iteration 32Q: 3 clusters Score -5177614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5177614.500000 Penalty: 5274.394043
	Iteration 33Q: 3 clusters Score -5177614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5177619.000000 Penalty: 5274.394043
	Iteration 34Q: 3 clusters Score -5177619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5177625.000000 Penalty: 5274.394043
	Iteration 35Q: 3 clusters Score -5177625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5177624.000000 Penalty: 5274.394043
	Iteration 36Q: 3 clusters Score -5177624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5177627.000000 Penalty: 5274.394043
	Iteration 37Q: 3 clusters Score -5177627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5177629.000000 Penalty: 5274.394043
	Iteration 38Q: 3 clusters Score -5177629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5177628.500000 Penalty: 5274.394043
	Iteration 39Q: 3 clusters Score -5177628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5177618.000000 Penalty: 5274.394043
	Iteration 40F: 3 clusters Score -5177618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5177615.000000 Penalty: 5274.394043
	Iteration 41Q: 3 clusters Score -5177615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5177614.500000 Penalty: 5274.394043
	Iteration 42Q: 3 clusters Score -5177614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5177614.500000 Penalty: 5274.394043
	Iteration 43Q: 3 clusters Score -5177614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5177615.500000 Penalty: 5274.394043
	Iteration 44Q: 3 clusters Score -5177616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5177627.500000 Penalty: 5274.394043
	Iteration 45Q: 3 clusters Score -5177628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5177625.000000 Penalty: 5274.394043
	Iteration 46Q: 3 clusters Score -5177625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5177625.000000 Penalty: 5274.394043
	Iteration 47F: 3 clusters Score -5177625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (278072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278072 members 
Entering Unmasked Estep 
Score: -34479096.000000 Penalty: 3108.837402
	Iteration 0F: 2 clusters Score -3.44791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138753 members 
Mstep: Class 2 contains 139319 members 
Entering Unmasked Estep 
Score: -34306312.000000 Penalty: 6217.674805
	Iteration 0F: 3 clusters Score -3.430631e+07 nChanged 134700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133167 members 
Mstep: Class 2 contains 144905 members 
Entering Unmasked Estep 
Score: -34385688.000000 Penalty: 6217.674805
	Iteration 1F: 3 clusters Score -3.438569e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128955 members 
Mstep: Class 2 contains 149117 members 
Entering Unmasked Estep 
Score: -34387392.000000 Penalty: 6217.674805
	Iteration 2Q: 3 clusters Score -3.438739e+07 nChanged 9702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122141 members 
Mstep: Class 2 contains 155931 members 
Entering Unmasked Estep 
Score: -34390688.000000 Penalty: 6217.674805
	Iteration 3Q: 3 clusters Score -3.439069e+07 nChanged 13280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111417 members 
Mstep: Class 2 contains 166655 members 
Entering Unmasked Estep 
Score: -34396784.000000 Penalty: 6217.674805
	Iteration 4Q: 3 clusters Score -3.439678e+07 nChanged 18436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95161 members 
Mstep: Class 2 contains 182911 members 
Entering Unmasked Estep 
Score: -34407020.000000 Penalty: 6217.674805
	Iteration 5F: 3 clusters Score -3.440702e+07 nChanged 24040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72079 members 
Mstep: Class 2 contains 205993 members 
Entering Unmasked Estep 
Score: -34424180.000000 Penalty: 6217.674805
	Iteration 6F: 3 clusters Score -3.442418e+07 nChanged 27276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 233071 members 
Entering Unmasked Estep 
Score: -34445956.000000 Penalty: 6217.674805
	Iteration 7F: 3 clusters Score -3.444596e+07 nChanged 23117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 256168 members 
Entering Unmasked Estep 
Score: -34463868.000000 Penalty: 6217.674805
	Iteration 8F: 3 clusters Score -3.446387e+07 nChanged 13024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 269190 members 
Entering Unmasked Estep 
Score: -34473328.000000 Penalty: 6217.674805
	Iteration 9Q: 3 clusters Score -3.447333e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 274250 members 
Entering Unmasked Estep 
Score: -34476100.000000 Penalty: 6217.674805
	Iteration 10Q: 3 clusters Score -3.44761e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 276018 members 
Entering Unmasked Estep 
Score: -34476944.000000 Penalty: 6217.674805
	Iteration 11Q: 3 clusters Score -3.447694e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 276654 members 
Entering Unmasked Estep 
Score: -34477108.000000 Penalty: 6217.674805
	Iteration 12Q: 3 clusters Score -3.447711e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 276931 members 
Entering Unmasked Estep 
Score: -34477076.000000 Penalty: 6217.674805
	Iteration 13Q: 3 clusters Score -3.447708e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 277052 members 
Entering Unmasked Estep 
Score: -34477168.000000 Penalty: 6217.674805
	Iteration 14Q: 3 clusters Score -3.447717e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 277122 members 
Entering Unmasked Estep 
Score: -34477164.000000 Penalty: 6217.674805
	Iteration 15Q: 3 clusters Score -3.447716e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 277170 members 
Entering Unmasked Estep 
Score: -34477192.000000 Penalty: 6217.674805
	Iteration 16Q: 3 clusters Score -3.447719e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 277202 members 
Entering Unmasked Estep 
Score: -34477240.000000 Penalty: 6217.674805
	Iteration 17Q: 3 clusters Score -3.447724e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 277222 members 
Entering Unmasked Estep 
Score: -34477260.000000 Penalty: 6217.674805
	Iteration 18Q: 3 clusters Score -3.447726e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 277239 members 
Entering Unmasked Estep 
Score: -34477268.000000 Penalty: 6217.674805
	Iteration 19Q: 3 clusters Score -3.447727e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 277259 members 
Entering Unmasked Estep 
Score: -34477212.000000 Penalty: 6217.674805
	Iteration 20F: 3 clusters Score -3.447721e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 277266 members 
Entering Unmasked Estep 
Score: -34477208.000000 Penalty: 6217.674805
	Iteration 21Q: 3 clusters Score -3.447721e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 277276 members 
Entering Unmasked Estep 
Score: -34477216.000000 Penalty: 6217.674805
	Iteration 22Q: 3 clusters Score -3.447722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 277281 members 
Entering Unmasked Estep 
Score: -34477248.000000 Penalty: 6217.674805
	Iteration 23Q: 3 clusters Score -3.447725e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 277289 members 
Entering Unmasked Estep 
Score: -34477272.000000 Penalty: 6217.674805
	Iteration 24Q: 3 clusters Score -3.447727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 277298 members 
Entering Unmasked Estep 
Score: -34477276.000000 Penalty: 6217.674805
	Iteration 25Q: 3 clusters Score -3.447728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 277304 members 
Entering Unmasked Estep 
Score: -34477272.000000 Penalty: 6217.674805
	Iteration 26Q: 3 clusters Score -3.447727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 277308 members 
Entering Unmasked Estep 
Score: -34477276.000000 Penalty: 6217.674805
	Iteration 27Q: 3 clusters Score -3.447728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 277312 members 
Entering Unmasked Estep 
Score: -34477248.000000 Penalty: 6217.674805
	Iteration 28Q: 3 clusters Score -3.447725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 277314 members 
Entering Unmasked Estep 
Score: -34477256.000000 Penalty: 6217.674805
	Iteration 29Q: 3 clusters Score -3.447726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 277316 members 
Entering Unmasked Estep 
Score: -34477260.000000 Penalty: 6217.674805
	Iteration 30Q: 3 clusters Score -3.447726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 277318 members 
Entering Unmasked Estep 
Score: -34477236.000000 Penalty: 6217.674805
	Iteration 31Q: 3 clusters Score -3.447724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 277319 members 
Entering Unmasked Estep 
Score: -34477244.000000 Penalty: 6217.674805
	Iteration 32Q: 3 clusters Score -3.447724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 277318 members 
Entering Unmasked Estep 
Score: -34477256.000000 Penalty: 6217.674805
	Iteration 33Q: 3 clusters Score -3.447726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 277319 members 
Entering Unmasked Estep 
Score: -34477252.000000 Penalty: 6217.674805
	Iteration 34Q: 3 clusters Score -3.447725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 277320 members 
Entering Unmasked Estep 
Score: -34477260.000000 Penalty: 6217.674805
	Iteration 35Q: 3 clusters Score -3.447726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 277320 members 
Entering Unmasked Estep 
Score: -34477260.000000 Penalty: 6217.674805
	Iteration 36F: 3 clusters Score -3.447726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59669 members 
Entering Unmasked Estep 
Score: -7495113.500000 Penalty: 2727.148682
	Iteration 0F: 2 clusters Score -7495114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -7454884.500000 Penalty: 5454.297363
	Iteration 0F: 3 clusters Score -7454884 nChanged 27748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -7470618.000000 Penalty: 5454.297363
	Iteration 1F: 3 clusters Score -7470618 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -7471478.000000 Penalty: 5454.297363
	Iteration 2Q: 3 clusters Score -7471478 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -7472627.000000 Penalty: 5454.297363
	Iteration 3Q: 3 clusters Score -7472627 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -7474422.000000 Penalty: 5454.297363
	Iteration 4F: 3 clusters Score -7474422 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -7476994.000000 Penalty: 5454.297363
	Iteration 5F: 3 clusters Score -7476994 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -7480672.500000 Penalty: 5454.297363
	Iteration 6F: 3 clusters Score -7480672 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -7484527.000000 Penalty: 5454.297363
	Iteration 7F: 3 clusters Score -7484527 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -7487728.000000 Penalty: 5454.297363
	Iteration 8F: 3 clusters Score -7487728 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -7489937.500000 Penalty: 5454.297363
	Iteration 9Q: 3 clusters Score -7489938 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -7491326.500000 Penalty: 5454.297363
	Iteration 10Q: 3 clusters Score -7491326 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -7492091.500000 Penalty: 5454.297363
	Iteration 11Q: 3 clusters Score -7492092 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -7492437.000000 Penalty: 5454.297363
	Iteration 12Q: 3 clusters Score -7492437 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -7492700.000000 Penalty: 5454.297363
	Iteration 13Q: 3 clusters Score -7492700 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56012 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -7492870.000000 Penalty: 5454.297363
	Iteration 14Q: 3 clusters Score -7492870 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -7492979.500000 Penalty: 5454.297363
	Iteration 15Q: 3 clusters Score -7492980 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -7493087.500000 Penalty: 5454.297363
	Iteration 16Q: 3 clusters Score -7493088 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56552 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -7493136.000000 Penalty: 5454.297363
	Iteration 17Q: 3 clusters Score -7493136 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56675 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -7493201.000000 Penalty: 5454.297363
	Iteration 18Q: 3 clusters Score -7493201 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -7493246.500000 Penalty: 5454.297363
	Iteration 19Q: 3 clusters Score -7493246 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -7493255.500000 Penalty: 5454.297363
	Iteration 20F: 3 clusters Score -7493256 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56940 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -7493264.500000 Penalty: 5454.297363
	Iteration 21Q: 3 clusters Score -7493264 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57003 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -7493264.500000 Penalty: 5454.297363
	Iteration 22Q: 3 clusters Score -7493264 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57055 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -7493290.000000 Penalty: 5454.297363
	Iteration 23Q: 3 clusters Score -7493290 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -7493297.500000 Penalty: 5454.297363
	Iteration 24Q: 3 clusters Score -7493298 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57148 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -7493312.500000 Penalty: 5454.297363
	Iteration 25Q: 3 clusters Score -7493312 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57183 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -7493317.500000 Penalty: 5454.297363
	Iteration 26Q: 3 clusters Score -7493318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -7493325.000000 Penalty: 5454.297363
	Iteration 27Q: 3 clusters Score -7493325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57234 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -7493324.000000 Penalty: 5454.297363
	Iteration 28Q: 3 clusters Score -7493324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -7493334.500000 Penalty: 5454.297363
	Iteration 29Q: 3 clusters Score -7493334 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57282 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -7493345.000000 Penalty: 5454.297363
	Iteration 30Q: 3 clusters Score -7493345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -7493352.500000 Penalty: 5454.297363
	Iteration 31Q: 3 clusters Score -7493352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57313 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -7493356.500000 Penalty: 5454.297363
	Iteration 32Q: 3 clusters Score -7493356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -7493354.000000 Penalty: 5454.297363
	Iteration 33Q: 3 clusters Score -7493354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -7493357.500000 Penalty: 5454.297363
	Iteration 34Q: 3 clusters Score -7493358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57354 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -7493363.000000 Penalty: 5454.297363
	Iteration 35Q: 3 clusters Score -7493363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57364 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -7493369.500000 Penalty: 5454.297363
	Iteration 36Q: 3 clusters Score -7493370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -7493365.500000 Penalty: 5454.297363
	Iteration 37Q: 3 clusters Score -7493366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57397 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7493353.500000 Penalty: 5454.297363
	Iteration 38Q: 3 clusters Score -7493354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57413 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -7493354.500000 Penalty: 5454.297363
	Iteration 39Q: 3 clusters Score -7493354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57427 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -7493360.000000 Penalty: 5454.297363
	Iteration 40F: 3 clusters Score -7493360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57438 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7493374.000000 Penalty: 5454.297363
	Iteration 41Q: 3 clusters Score -7493374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57451 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -7493370.500000 Penalty: 5454.297363
	Iteration 42Q: 3 clusters Score -7493370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57460 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -7493369.500000 Penalty: 5454.297363
	Iteration 43Q: 3 clusters Score -7493370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57465 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -7493366.000000 Penalty: 5454.297363
	Iteration 44Q: 3 clusters Score -7493366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7493371.000000 Penalty: 5454.297363
	Iteration 45Q: 3 clusters Score -7493371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57469 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -7493370.000000 Penalty: 5454.297363
	Iteration 46Q: 3 clusters Score -7493370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57469 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -7493370.000000 Penalty: 5454.297363
	Iteration 47F: 3 clusters Score -7493370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (295112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295112 members 
Entering Unmasked Estep 
Score: -36603076.000000 Penalty: 3123.587158
	Iteration 0F: 2 clusters Score -3.660308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147748 members 
Mstep: Class 2 contains 147364 members 
Entering Unmasked Estep 
Score: -36420000.000000 Penalty: 6247.174316
	Iteration 0F: 3 clusters Score -3.642e+07 nChanged 142395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153289 members 
Mstep: Class 2 contains 141823 members 
Entering Unmasked Estep 
Score: -36505924.000000 Penalty: 6247.174316
	Iteration 1F: 3 clusters Score -3.650592e+07 nChanged 10287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157266 members 
Mstep: Class 2 contains 137846 members 
Entering Unmasked Estep 
Score: -36509984.000000 Penalty: 6247.174316
	Iteration 2Q: 3 clusters Score -3.650998e+07 nChanged 14282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163922 members 
Mstep: Class 2 contains 131190 members 
Entering Unmasked Estep 
Score: -36516896.000000 Penalty: 6247.174316
	Iteration 3Q: 3 clusters Score -3.65169e+07 nChanged 18774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174734 members 
Mstep: Class 2 contains 120378 members 
Entering Unmasked Estep 
Score: -36528456.000000 Penalty: 6247.174316
	Iteration 4F: 3 clusters Score -3.652846e+07 nChanged 23885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190701 members 
Mstep: Class 2 contains 104411 members 
Entering Unmasked Estep 
Score: -36546048.000000 Penalty: 6247.174316
	Iteration 5F: 3 clusters Score -3.654605e+07 nChanged 25309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209586 members 
Mstep: Class 2 contains 85526 members 
Entering Unmasked Estep 
Score: -36568148.000000 Penalty: 6247.174316
	Iteration 6F: 3 clusters Score -3.656815e+07 nChanged 21636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226562 members 
Mstep: Class 2 contains 68550 members 
Entering Unmasked Estep 
Score: -36589232.000000 Penalty: 6247.174316
	Iteration 7F: 3 clusters Score -3.658923e+07 nChanged 14487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238281 members 
Mstep: Class 2 contains 56831 members 
Entering Unmasked Estep 
Score: -36600932.000000 Penalty: 6247.174316
	Iteration 8Q: 3 clusters Score -3.660093e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246002 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -36603724.000000 Penalty: 6247.174316
	Iteration 9Q: 3 clusters Score -3.660372e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252691 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -36604840.000000 Penalty: 6247.174316
	Iteration 10Q: 3 clusters Score -3.660484e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258883 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -36605056.000000 Penalty: 6247.174316
	Iteration 11Q: 3 clusters Score -3.660506e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264782 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -36605356.000000 Penalty: 6247.174316
	Iteration 12Q: 3 clusters Score -3.660536e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270148 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -36605096.000000 Penalty: 6247.174316
	Iteration 13Q: 3 clusters Score -3.66051e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275113 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -36604828.000000 Penalty: 6247.174316
	Iteration 14Q: 3 clusters Score -3.660483e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279430 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -36604540.000000 Penalty: 6247.174316
	Iteration 15Q: 3 clusters Score -3.660454e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282944 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -36604568.000000 Penalty: 6247.174316
	Iteration 16Q: 3 clusters Score -3.660457e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285654 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -36604056.000000 Penalty: 6247.174316
	Iteration 17Q: 3 clusters Score -3.660406e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287708 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -36603796.000000 Penalty: 6247.174316
	Iteration 18Q: 3 clusters Score -3.66038e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289137 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -36603360.000000 Penalty: 6247.174316
	Iteration 19Q: 3 clusters Score -3.660336e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290100 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -36603160.000000 Penalty: 6247.174316
	Iteration 20F: 3 clusters Score -3.660316e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291096 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -36602792.000000 Penalty: 6247.174316
	Iteration 21Q: 3 clusters Score -3.660279e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291822 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -36602608.000000 Penalty: 6247.174316
	Iteration 22Q: 3 clusters Score -3.660261e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292350 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -36602288.000000 Penalty: 6247.174316
	Iteration 23Q: 3 clusters Score -3.660229e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292761 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -36602028.000000 Penalty: 6247.174316
	Iteration 24Q: 3 clusters Score -3.660203e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293049 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -36601832.000000 Penalty: 6247.174316
	Iteration 25Q: 3 clusters Score -3.660183e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293287 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -36601728.000000 Penalty: 6247.174316
	Iteration 26Q: 3 clusters Score -3.660173e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293470 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -36601648.000000 Penalty: 6247.174316
	Iteration 27Q: 3 clusters Score -3.660165e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293616 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -36601656.000000 Penalty: 6247.174316
	Iteration 28Q: 3 clusters Score -3.660166e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293718 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -36601616.000000 Penalty: 6247.174316
	Iteration 29Q: 3 clusters Score -3.660162e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293800 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -36601584.000000 Penalty: 6247.174316
	Iteration 30Q: 3 clusters Score -3.660158e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293873 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -36601500.000000 Penalty: 6247.174316
	Iteration 31Q: 3 clusters Score -3.66015e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293921 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -36601480.000000 Penalty: 6247.174316
	Iteration 32Q: 3 clusters Score -3.660148e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293955 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -36601460.000000 Penalty: 6247.174316
	Iteration 33Q: 3 clusters Score -3.660146e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293985 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -36601444.000000 Penalty: 6247.174316
	Iteration 34Q: 3 clusters Score -3.660144e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294015 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -36601440.000000 Penalty: 6247.174316
	Iteration 35Q: 3 clusters Score -3.660144e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294044 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -36601420.000000 Penalty: 6247.174316
	Iteration 36Q: 3 clusters Score -3.660142e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294070 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -36601408.000000 Penalty: 6247.174316
	Iteration 37Q: 3 clusters Score -3.660141e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294087 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -36601408.000000 Penalty: 6247.174316
	Iteration 38Q: 3 clusters Score -3.660141e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294107 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -36601396.000000 Penalty: 6247.174316
	Iteration 39Q: 3 clusters Score -3.66014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294122 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -36601380.000000 Penalty: 6247.174316
	Iteration 40F: 3 clusters Score -3.660138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294133 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -36601380.000000 Penalty: 6247.174316
	Iteration 41Q: 3 clusters Score -3.660138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294139 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -36601380.000000 Penalty: 6247.174316
	Iteration 42Q: 3 clusters Score -3.660138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294149 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -36601360.000000 Penalty: 6247.174316
	Iteration 43Q: 3 clusters Score -3.660136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294156 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -36601344.000000 Penalty: 6247.174316
	Iteration 44Q: 3 clusters Score -3.660134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294162 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -36601340.000000 Penalty: 6247.174316
	Iteration 45Q: 3 clusters Score -3.660134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294169 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -36601392.000000 Penalty: 6247.174316
	Iteration 46Q: 3 clusters Score -3.660139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294173 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -36601364.000000 Penalty: 6247.174316
	Iteration 47Q: 3 clusters Score -3.660136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294175 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -36601356.000000 Penalty: 6247.174316
	Iteration 48Q: 3 clusters Score -3.660136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294178 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -36601352.000000 Penalty: 6247.174316
	Iteration 49Q: 3 clusters Score -3.660135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294179 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -36601348.000000 Penalty: 6247.174316
	Iteration 50Q: 3 clusters Score -3.660135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294179 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -36601348.000000 Penalty: 6247.174316
	Iteration 51F: 3 clusters Score -3.660135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Entering Unmasked Estep 
Score: -1239042.250000 Penalty: 2293.628662
	Iteration 0F: 2 clusters Score -1239042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1231017.125000 Penalty: 4587.257324
	Iteration 0F: 3 clusters Score -1231017 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1233307.750000 Penalty: 4587.257324
	Iteration 1F: 3 clusters Score -1233308 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1233639.000000 Penalty: 4587.257324
	Iteration 2F: 3 clusters Score -1233639 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1233851.875000 Penalty: 4587.257324
	Iteration 3F: 3 clusters Score -1233852 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1234016.375000 Penalty: 4587.257324
	Iteration 4Q: 3 clusters Score -1234016 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1234152.375000 Penalty: 4587.257324
	Iteration 5Q: 3 clusters Score -1234152 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1234282.750000 Penalty: 4587.257324
	Iteration 6Q: 3 clusters Score -1234283 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1234408.375000 Penalty: 4587.257324
	Iteration 7Q: 3 clusters Score -1234408 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1234565.375000 Penalty: 4587.257324
	Iteration 8Q: 3 clusters Score -1234565 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1234749.875000 Penalty: 4587.257324
	Iteration 9Q: 3 clusters Score -1234750 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1234962.125000 Penalty: 4587.257324
	Iteration 10Q: 3 clusters Score -1234962 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1235214.500000 Penalty: 4587.257324
	Iteration 11Q: 3 clusters Score -1235214 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1235463.875000 Penalty: 4587.257324
	Iteration 12Q: 3 clusters Score -1235464 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1235734.375000 Penalty: 4587.257324
	Iteration 13Q: 3 clusters Score -1235734 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1235999.500000 Penalty: 4587.257324
	Iteration 14Q: 3 clusters Score -1236000 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1236200.000000 Penalty: 4587.257324
	Iteration 15Q: 3 clusters Score -1236200 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1236343.750000 Penalty: 4587.257324
	Iteration 16Q: 3 clusters Score -1236344 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1236444.875000 Penalty: 4587.257324
	Iteration 17Q: 3 clusters Score -1236445 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1236522.625000 Penalty: 4587.257324
	Iteration 18Q: 3 clusters Score -1236523 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1236591.000000 Penalty: 4587.257324
	Iteration 19Q: 3 clusters Score -1236591 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1236644.375000 Penalty: 4587.257324
	Iteration 20F: 3 clusters Score -1236644 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1236687.250000 Penalty: 4587.257324
	Iteration 21Q: 3 clusters Score -1236687 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1236727.125000 Penalty: 4587.257324
	Iteration 22Q: 3 clusters Score -1236727 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1236760.625000 Penalty: 4587.257324
	Iteration 23Q: 3 clusters Score -1236761 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1236794.625000 Penalty: 4587.257324
	Iteration 24Q: 3 clusters Score -1236795 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1236825.875000 Penalty: 4587.257324
	Iteration 25Q: 3 clusters Score -1236826 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1236867.375000 Penalty: 4587.257324
	Iteration 26Q: 3 clusters Score -1236867 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1236901.625000 Penalty: 4587.257324
	Iteration 27Q: 3 clusters Score -1236902 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1236932.000000 Penalty: 4587.257324
	Iteration 28Q: 3 clusters Score -1236932 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1236953.125000 Penalty: 4587.257324
	Iteration 29Q: 3 clusters Score -1236953 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1236969.875000 Penalty: 4587.257324
	Iteration 30Q: 3 clusters Score -1236970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1236978.500000 Penalty: 4587.257324
	Iteration 31Q: 3 clusters Score -1236978 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1236987.875000 Penalty: 4587.257324
	Iteration 32Q: 3 clusters Score -1236988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1236997.750000 Penalty: 4587.257324
	Iteration 33Q: 3 clusters Score -1236998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1237009.125000 Penalty: 4587.257324
	Iteration 34Q: 3 clusters Score -1237009 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1237019.875000 Penalty: 4587.257324
	Iteration 35Q: 3 clusters Score -1237020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1237033.375000 Penalty: 4587.257324
	Iteration 36Q: 3 clusters Score -1237033 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1237047.000000 Penalty: 4587.257324
	Iteration 37Q: 3 clusters Score -1237047 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1237056.250000 Penalty: 4587.257324
	Iteration 38Q: 3 clusters Score -1237056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1237071.750000 Penalty: 4587.257324
	Iteration 39Q: 3 clusters Score -1237072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1237081.500000 Penalty: 4587.257324
	Iteration 40F: 3 clusters Score -1237082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1237087.375000 Penalty: 4587.257324
	Iteration 41Q: 3 clusters Score -1237087 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1237101.125000 Penalty: 4587.257324
	Iteration 42Q: 3 clusters Score -1237101 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1237110.875000 Penalty: 4587.257324
	Iteration 43Q: 3 clusters Score -1237111 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1237124.125000 Penalty: 4587.257324
	Iteration 44Q: 3 clusters Score -1237124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1237141.375000 Penalty: 4587.257324
	Iteration 45Q: 3 clusters Score -1237141 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1237158.625000 Penalty: 4587.257324
	Iteration 46Q: 3 clusters Score -1237159 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1237174.500000 Penalty: 4587.257324
	Iteration 47Q: 3 clusters Score -1237174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1237182.750000 Penalty: 4587.257324
	Iteration 48Q: 3 clusters Score -1237183 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1237193.125000 Penalty: 4587.257324
	Iteration 49Q: 3 clusters Score -1237193 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1237202.125000 Penalty: 4587.257324
	Iteration 50Q: 3 clusters Score -1237202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1237218.500000 Penalty: 4587.257324
	Iteration 51Q: 3 clusters Score -1237218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1237233.500000 Penalty: 4587.257324
	Iteration 52Q: 3 clusters Score -1237234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1237247.750000 Penalty: 4587.257324
	Iteration 53Q: 3 clusters Score -1237248 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1237267.875000 Penalty: 4587.257324
	Iteration 54Q: 3 clusters Score -1237268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1237286.000000 Penalty: 4587.257324
	Iteration 55Q: 3 clusters Score -1237286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1237305.000000 Penalty: 4587.257324
	Iteration 56Q: 3 clusters Score -1237305 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1237323.875000 Penalty: 4587.257324
	Iteration 57Q: 3 clusters Score -1237324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1237334.375000 Penalty: 4587.257324
	Iteration 58Q: 3 clusters Score -1237334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1237356.000000 Penalty: 4587.257324
	Iteration 59Q: 3 clusters Score -1237356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1237366.500000 Penalty: 4587.257324
	Iteration 60F: 3 clusters Score -1237366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1237375.375000 Penalty: 4587.257324
	Iteration 61Q: 3 clusters Score -1237375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1237379.000000 Penalty: 4587.257324
	Iteration 62Q: 3 clusters Score -1237379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1237393.125000 Penalty: 4587.257324
	Iteration 63Q: 3 clusters Score -1237393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1237400.375000 Penalty: 4587.257324
	Iteration 64Q: 3 clusters Score -1237400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1237405.250000 Penalty: 4587.257324
	Iteration 65Q: 3 clusters Score -1237405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1237405.375000 Penalty: 4587.257324
	Iteration 66Q: 3 clusters Score -1237405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1237405.375000 Penalty: 4587.257324
	Iteration 67Q: 3 clusters Score -1237405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1237406.250000 Penalty: 4587.257324
	Iteration 68Q: 3 clusters Score -1237406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1237406.000000 Penalty: 4587.257324
	Iteration 69Q: 3 clusters Score -1237406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1237406.625000 Penalty: 4587.257324
	Iteration 70Q: 3 clusters Score -1237407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1237407.750000 Penalty: 4587.257324
	Iteration 71Q: 3 clusters Score -1237408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1237410.125000 Penalty: 4587.257324
	Iteration 72Q: 3 clusters Score -1237410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1237409.500000 Penalty: 4587.257324
	Iteration 73Q: 3 clusters Score -1237410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1237412.000000 Penalty: 4587.257324
	Iteration 74Q: 3 clusters Score -1237412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1237411.000000 Penalty: 4587.257324
	Iteration 75Q: 3 clusters Score -1237411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1237410.750000 Penalty: 4587.257324
	Iteration 76Q: 3 clusters Score -1237411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1237412.250000 Penalty: 4587.257324
	Iteration 77Q: 3 clusters Score -1237412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1237413.375000 Penalty: 4587.257324
	Iteration 78Q: 3 clusters Score -1237413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1237413.375000 Penalty: 4587.257324
	Iteration 79F: 3 clusters Score -1237413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Entering Unmasked Estep 
Score: -4002581.000000 Penalty: 2569.702393
	Iteration 0F: 2 clusters Score -4002581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3980858.750000 Penalty: 5139.404785
	Iteration 0F: 3 clusters Score -3980859 nChanged 14361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -3988781.500000 Penalty: 5139.404785
	Iteration 1F: 3 clusters Score -3988782 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3989357.250000 Penalty: 5139.404785
	Iteration 2Q: 3 clusters Score -3989357 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3990050.750000 Penalty: 5139.404785
	Iteration 3Q: 3 clusters Score -3990051 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -3990977.000000 Penalty: 5139.404785
	Iteration 4F: 3 clusters Score -3990977 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -3992375.000000 Penalty: 5139.404785
	Iteration 5F: 3 clusters Score -3992375 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -3994268.500000 Penalty: 5139.404785
	Iteration 6F: 3 clusters Score -3994268 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -3996263.250000 Penalty: 5139.404785
	Iteration 7F: 3 clusters Score -3996263 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -3998052.000000 Penalty: 5139.404785
	Iteration 8F: 3 clusters Score -3998052 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -3999312.000000 Penalty: 5139.404785
	Iteration 9Q: 3 clusters Score -3999312 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3999944.250000 Penalty: 5139.404785
	Iteration 10Q: 3 clusters Score -3999944 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4000260.000000 Penalty: 5139.404785
	Iteration 11Q: 3 clusters Score -4000260 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4000427.750000 Penalty: 5139.404785
	Iteration 12Q: 3 clusters Score -4000428 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4000518.500000 Penalty: 5139.404785
	Iteration 13Q: 3 clusters Score -4000518 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4000559.000000 Penalty: 5139.404785
	Iteration 14Q: 3 clusters Score -4000559 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4000597.500000 Penalty: 5139.404785
	Iteration 15Q: 3 clusters Score -4000598 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4000626.000000 Penalty: 5139.404785
	Iteration 16Q: 3 clusters Score -4000626 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4000650.000000 Penalty: 5139.404785
	Iteration 17Q: 3 clusters Score -4000650 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4000673.750000 Penalty: 5139.404785
	Iteration 18Q: 3 clusters Score -4000674 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4000688.000000 Penalty: 5139.404785
	Iteration 19Q: 3 clusters Score -4000688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4000701.000000 Penalty: 5139.404785
	Iteration 20F: 3 clusters Score -4000701 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4000709.250000 Penalty: 5139.404785
	Iteration 21Q: 3 clusters Score -4000709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4000720.750000 Penalty: 5139.404785
	Iteration 22Q: 3 clusters Score -4000721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4000736.750000 Penalty: 5139.404785
	Iteration 23Q: 3 clusters Score -4000737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4000746.000000 Penalty: 5139.404785
	Iteration 24Q: 3 clusters Score -4000746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4000754.250000 Penalty: 5139.404785
	Iteration 25Q: 3 clusters Score -4000754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4000761.750000 Penalty: 5139.404785
	Iteration 26Q: 3 clusters Score -4000762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4000760.000000 Penalty: 5139.404785
	Iteration 27Q: 3 clusters Score -4000760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4000761.000000 Penalty: 5139.404785
	Iteration 28Q: 3 clusters Score -4000761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4000762.750000 Penalty: 5139.404785
	Iteration 29Q: 3 clusters Score -4000763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4000760.000000 Penalty: 5139.404785
	Iteration 30Q: 3 clusters Score -4000760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4000756.500000 Penalty: 5139.404785
	Iteration 31Q: 3 clusters Score -4000756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4000764.500000 Penalty: 5139.404785
	Iteration 32Q: 3 clusters Score -4000764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4000761.750000 Penalty: 5139.404785
	Iteration 33Q: 3 clusters Score -4000762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4000765.250000 Penalty: 5139.404785
	Iteration 34Q: 3 clusters Score -4000765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4000766.250000 Penalty: 5139.404785
	Iteration 35Q: 3 clusters Score -4000766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4000765.000000 Penalty: 5139.404785
	Iteration 36Q: 3 clusters Score -4000765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4000764.750000 Penalty: 5139.404785
	Iteration 37Q: 3 clusters Score -4000765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4000763.750000 Penalty: 5139.404785
	Iteration 38Q: 3 clusters Score -4000764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4000763.750000 Penalty: 5139.404785
	Iteration 39F: 3 clusters Score -4000764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Entering Unmasked Estep 
Score: -867830.062500 Penalty: 2192.140625
	Iteration 0F: 2 clusters Score -867830.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -862065.687500 Penalty: 4384.281250
	Iteration 0F: 3 clusters Score -862065.7 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -863567.375000 Penalty: 4384.281250
	Iteration 1F: 3 clusters Score -863567.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -863766.562500 Penalty: 4384.281250
	Iteration 2F: 3 clusters Score -863766.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -863910.187500 Penalty: 4384.281250
	Iteration 3Q: 3 clusters Score -863910.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -864001.125000 Penalty: 4384.281250
	Iteration 4Q: 3 clusters Score -864001.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -864088.937500 Penalty: 4384.281250
	Iteration 5Q: 3 clusters Score -864088.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -864157.687500 Penalty: 4384.281250
	Iteration 6Q: 3 clusters Score -864157.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -864227.687500 Penalty: 4384.281250
	Iteration 7Q: 3 clusters Score -864227.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -864301.937500 Penalty: 4384.281250
	Iteration 8Q: 3 clusters Score -864301.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -864364.625000 Penalty: 4384.281250
	Iteration 9Q: 3 clusters Score -864364.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -864437.375000 Penalty: 4384.281250
	Iteration 10Q: 3 clusters Score -864437.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -864519.000000 Penalty: 4384.281250
	Iteration 11Q: 3 clusters Score -864519 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -864630.187500 Penalty: 4384.281250
	Iteration 12Q: 3 clusters Score -864630.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -864732.187500 Penalty: 4384.281250
	Iteration 13Q: 3 clusters Score -864732.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -864843.500000 Penalty: 4384.281250
	Iteration 14Q: 3 clusters Score -864843.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -864965.562500 Penalty: 4384.281250
	Iteration 15Q: 3 clusters Score -864965.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -865080.250000 Penalty: 4384.281250
	Iteration 16Q: 3 clusters Score -865080.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -865179.437500 Penalty: 4384.281250
	Iteration 17Q: 3 clusters Score -865179.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -865268.437500 Penalty: 4384.281250
	Iteration 18Q: 3 clusters Score -865268.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -865345.187500 Penalty: 4384.281250
	Iteration 19Q: 3 clusters Score -865345.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -865433.875000 Penalty: 4384.281250
	Iteration 20F: 3 clusters Score -865433.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -865519.875000 Penalty: 4384.281250
	Iteration 21Q: 3 clusters Score -865519.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -865573.187500 Penalty: 4384.281250
	Iteration 22Q: 3 clusters Score -865573.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -865619.750000 Penalty: 4384.281250
	Iteration 23Q: 3 clusters Score -865619.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -865666.500000 Penalty: 4384.281250
	Iteration 24Q: 3 clusters Score -865666.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -865710.562500 Penalty: 4384.281250
	Iteration 25Q: 3 clusters Score -865710.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -865741.562500 Penalty: 4384.281250
	Iteration 26Q: 3 clusters Score -865741.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -865780.687500 Penalty: 4384.281250
	Iteration 27Q: 3 clusters Score -865780.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -865812.062500 Penalty: 4384.281250
	Iteration 28Q: 3 clusters Score -865812.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -865831.375000 Penalty: 4384.281250
	Iteration 29Q: 3 clusters Score -865831.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -865846.687500 Penalty: 4384.281250
	Iteration 30Q: 3 clusters Score -865846.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -865857.937500 Penalty: 4384.281250
	Iteration 31Q: 3 clusters Score -865857.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -865867.812500 Penalty: 4384.281250
	Iteration 32Q: 3 clusters Score -865867.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -865883.375000 Penalty: 4384.281250
	Iteration 33Q: 3 clusters Score -865883.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -865892.750000 Penalty: 4384.281250
	Iteration 34Q: 3 clusters Score -865892.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -865897.687500 Penalty: 4384.281250
	Iteration 35Q: 3 clusters Score -865897.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -865899.250000 Penalty: 4384.281250
	Iteration 36Q: 3 clusters Score -865899.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -865903.625000 Penalty: 4384.281250
	Iteration 37Q: 3 clusters Score -865903.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -865906.250000 Penalty: 4384.281250
	Iteration 38Q: 3 clusters Score -865906.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -865906.250000 Penalty: 4384.281250
	Iteration 39F: 3 clusters Score -865906.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Entering Unmasked Estep 
Score: -2350769.000000 Penalty: 2447.575928
	Iteration 0F: 2 clusters Score -2350769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2337225.500000 Penalty: 4895.151855
	Iteration 0F: 3 clusters Score -2337226 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2341684.750000 Penalty: 4895.151855
	Iteration 1F: 3 clusters Score -2341685 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2342027.250000 Penalty: 4895.151855
	Iteration 2F: 3 clusters Score -2342027 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2342343.250000 Penalty: 4895.151855
	Iteration 3Q: 3 clusters Score -2342343 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2342617.000000 Penalty: 4895.151855
	Iteration 4Q: 3 clusters Score -2342617 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2342885.000000 Penalty: 4895.151855
	Iteration 5Q: 3 clusters Score -2342885 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2343151.250000 Penalty: 4895.151855
	Iteration 6Q: 3 clusters Score -2343151 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2343433.000000 Penalty: 4895.151855
	Iteration 7Q: 3 clusters Score -2343433 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2343782.250000 Penalty: 4895.151855
	Iteration 8Q: 3 clusters Score -2343782 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2344167.000000 Penalty: 4895.151855
	Iteration 9Q: 3 clusters Score -2344167 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2344686.500000 Penalty: 4895.151855
	Iteration 10Q: 3 clusters Score -2344686 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2345292.250000 Penalty: 4895.151855
	Iteration 11Q: 3 clusters Score -2345292 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2345972.000000 Penalty: 4895.151855
	Iteration 12Q: 3 clusters Score -2345972 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2346621.250000 Penalty: 4895.151855
	Iteration 13Q: 3 clusters Score -2346621 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2347233.250000 Penalty: 4895.151855
	Iteration 14Q: 3 clusters Score -2347233 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2347722.250000 Penalty: 4895.151855
	Iteration 15Q: 3 clusters Score -2347722 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2348053.000000 Penalty: 4895.151855
	Iteration 16Q: 3 clusters Score -2348053 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2348280.500000 Penalty: 4895.151855
	Iteration 17Q: 3 clusters Score -2348280 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2348395.500000 Penalty: 4895.151855
	Iteration 18Q: 3 clusters Score -2348396 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2348463.500000 Penalty: 4895.151855
	Iteration 19Q: 3 clusters Score -2348464 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2348511.750000 Penalty: 4895.151855
	Iteration 20F: 3 clusters Score -2348512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2348545.250000 Penalty: 4895.151855
	Iteration 21Q: 3 clusters Score -2348545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2348569.750000 Penalty: 4895.151855
	Iteration 22Q: 3 clusters Score -2348570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2348589.000000 Penalty: 4895.151855
	Iteration 23Q: 3 clusters Score -2348589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2348600.250000 Penalty: 4895.151855
	Iteration 24Q: 3 clusters Score -2348600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2348621.500000 Penalty: 4895.151855
	Iteration 25Q: 3 clusters Score -2348622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2348639.500000 Penalty: 4895.151855
	Iteration 26Q: 3 clusters Score -2348640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -2348648.750000 Penalty: 4895.151855
	Iteration 27Q: 3 clusters Score -2348649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2348651.250000 Penalty: 4895.151855
	Iteration 28Q: 3 clusters Score -2348651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2348653.250000 Penalty: 4895.151855
	Iteration 29Q: 3 clusters Score -2348653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2348660.000000 Penalty: 4895.151855
	Iteration 30Q: 3 clusters Score -2348660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2348665.000000 Penalty: 4895.151855
	Iteration 31Q: 3 clusters Score -2348665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2348665.750000 Penalty: 4895.151855
	Iteration 32Q: 3 clusters Score -2348666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2348665.750000 Penalty: 4895.151855
	Iteration 33F: 3 clusters Score -2348666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Entering Unmasked Estep 
Score: -4845876.500000 Penalty: 2626.054688
	Iteration 0F: 2 clusters Score -4845876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -4818887.500000 Penalty: 5252.109375
	Iteration 0F: 3 clusters Score -4818888 nChanged 18238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -4829118.000000 Penalty: 5252.109375
	Iteration 1F: 3 clusters Score -4829118 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -4829799.500000 Penalty: 5252.109375
	Iteration 2Q: 3 clusters Score -4829800 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -4830584.500000 Penalty: 5252.109375
	Iteration 3Q: 3 clusters Score -4830584 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -4831433.000000 Penalty: 5252.109375
	Iteration 4Q: 3 clusters Score -4831433 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -4832388.000000 Penalty: 5252.109375
	Iteration 5F: 3 clusters Score -4832388 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -4833351.000000 Penalty: 5252.109375
	Iteration 6F: 3 clusters Score -4833351 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -4834354.500000 Penalty: 5252.109375
	Iteration 7F: 3 clusters Score -4834354 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -4835455.000000 Penalty: 5252.109375
	Iteration 8F: 3 clusters Score -4835455 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -4836757.000000 Penalty: 5252.109375
	Iteration 9F: 3 clusters Score -4836757 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -4838106.000000 Penalty: 5252.109375
	Iteration 10F: 3 clusters Score -4838106 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -4839471.500000 Penalty: 5252.109375
	Iteration 11Q: 3 clusters Score -4839472 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -4840625.500000 Penalty: 5252.109375
	Iteration 12Q: 3 clusters Score -4840626 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -4841435.500000 Penalty: 5252.109375
	Iteration 13Q: 3 clusters Score -4841436 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -4842066.500000 Penalty: 5252.109375
	Iteration 14Q: 3 clusters Score -4842066 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -4842562.000000 Penalty: 5252.109375
	Iteration 15Q: 3 clusters Score -4842562 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -4843003.500000 Penalty: 5252.109375
	Iteration 16Q: 3 clusters Score -4843004 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -4843486.500000 Penalty: 5252.109375
	Iteration 17Q: 3 clusters Score -4843486 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -4843852.500000 Penalty: 5252.109375
	Iteration 18Q: 3 clusters Score -4843852 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -4844139.500000 Penalty: 5252.109375
	Iteration 19Q: 3 clusters Score -4844140 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -4844362.500000 Penalty: 5252.109375
	Iteration 20F: 3 clusters Score -4844362 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -4844520.500000 Penalty: 5252.109375
	Iteration 21Q: 3 clusters Score -4844520 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -4844595.000000 Penalty: 5252.109375
	Iteration 22Q: 3 clusters Score -4844595 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -4844661.000000 Penalty: 5252.109375
	Iteration 23Q: 3 clusters Score -4844661 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -4844728.000000 Penalty: 5252.109375
	Iteration 24Q: 3 clusters Score -4844728 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -4844771.000000 Penalty: 5252.109375
	Iteration 25Q: 3 clusters Score -4844771 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -4844797.500000 Penalty: 5252.109375
	Iteration 26Q: 3 clusters Score -4844798 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -4844835.000000 Penalty: 5252.109375
	Iteration 27Q: 3 clusters Score -4844835 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -4844852.000000 Penalty: 5252.109375
	Iteration 28Q: 3 clusters Score -4844852 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -4844871.500000 Penalty: 5252.109375
	Iteration 29Q: 3 clusters Score -4844872 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -4844886.000000 Penalty: 5252.109375
	Iteration 30Q: 3 clusters Score -4844886 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -4844902.000000 Penalty: 5252.109375
	Iteration 31Q: 3 clusters Score -4844902 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -4844916.500000 Penalty: 5252.109375
	Iteration 32Q: 3 clusters Score -4844916 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -4844917.000000 Penalty: 5252.109375
	Iteration 33Q: 3 clusters Score -4844917 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -4844926.500000 Penalty: 5252.109375
	Iteration 34Q: 3 clusters Score -4844926 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -4844941.500000 Penalty: 5252.109375
	Iteration 35Q: 3 clusters Score -4844942 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -4844956.000000 Penalty: 5252.109375
	Iteration 36Q: 3 clusters Score -4844956 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -4844959.000000 Penalty: 5252.109375
	Iteration 37Q: 3 clusters Score -4844959 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -4844976.500000 Penalty: 5252.109375
	Iteration 38Q: 3 clusters Score -4844976 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -4844989.500000 Penalty: 5252.109375
	Iteration 39Q: 3 clusters Score -4844990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -4845004.000000 Penalty: 5252.109375
	Iteration 40F: 3 clusters Score -4845004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -4845008.500000 Penalty: 5252.109375
	Iteration 41Q: 3 clusters Score -4845008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -4844997.000000 Penalty: 5252.109375
	Iteration 42Q: 3 clusters Score -4844997 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -4845017.500000 Penalty: 5252.109375
	Iteration 43Q: 3 clusters Score -4845018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -4845001.500000 Penalty: 5252.109375
	Iteration 44Q: 3 clusters Score -4845002 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -4844996.000000 Penalty: 5252.109375
	Iteration 45Q: 3 clusters Score -4844996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -4845003.500000 Penalty: 5252.109375
	Iteration 46Q: 3 clusters Score -4845004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -4845009.500000 Penalty: 5252.109375
	Iteration 47Q: 3 clusters Score -4845010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -4845017.500000 Penalty: 5252.109375
	Iteration 48Q: 3 clusters Score -4845018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -4845013.000000 Penalty: 5252.109375
	Iteration 49Q: 3 clusters Score -4845013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -4845016.000000 Penalty: 5252.109375
	Iteration 50Q: 3 clusters Score -4845016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -4845025.500000 Penalty: 5252.109375
	Iteration 51Q: 3 clusters Score -4845026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -4845026.000000 Penalty: 5252.109375
	Iteration 52Q: 3 clusters Score -4845026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -4845021.000000 Penalty: 5252.109375
	Iteration 53Q: 3 clusters Score -4845021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -4845024.500000 Penalty: 5252.109375
	Iteration 54Q: 3 clusters Score -4845024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -4845018.000000 Penalty: 5252.109375
	Iteration 55Q: 3 clusters Score -4845018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -4845023.500000 Penalty: 5252.109375
	Iteration 56Q: 3 clusters Score -4845024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -4845023.500000 Penalty: 5252.109375
	Iteration 57Q: 3 clusters Score -4845024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -4845020.000000 Penalty: 5252.109375
	Iteration 58Q: 3 clusters Score -4845020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -4845025.500000 Penalty: 5252.109375
	Iteration 59Q: 3 clusters Score -4845026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -4845032.000000 Penalty: 5252.109375
	Iteration 60F: 3 clusters Score -4845032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -4845032.500000 Penalty: 5252.109375
	Iteration 61Q: 3 clusters Score -4845032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -4845030.500000 Penalty: 5252.109375
	Iteration 62Q: 3 clusters Score -4845030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -4845035.000000 Penalty: 5252.109375
	Iteration 63Q: 3 clusters Score -4845035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -4845036.000000 Penalty: 5252.109375
	Iteration 64Q: 3 clusters Score -4845036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -4845030.000000 Penalty: 5252.109375
	Iteration 65Q: 3 clusters Score -4845030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -4845029.000000 Penalty: 5252.109375
	Iteration 66Q: 3 clusters Score -4845029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -4845033.000000 Penalty: 5252.109375
	Iteration 67Q: 3 clusters Score -4845033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -4845029.500000 Penalty: 5252.109375
	Iteration 68Q: 3 clusters Score -4845030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -4845027.000000 Penalty: 5252.109375
	Iteration 69Q: 3 clusters Score -4845027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -4845026.500000 Penalty: 5252.109375
	Iteration 70Q: 3 clusters Score -4845026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -4845027.000000 Penalty: 5252.109375
	Iteration 71Q: 3 clusters Score -4845027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -4845028.500000 Penalty: 5252.109375
	Iteration 72Q: 3 clusters Score -4845028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -4845027.500000 Penalty: 5252.109375
	Iteration 73Q: 3 clusters Score -4845028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -4845029.000000 Penalty: 5252.109375
	Iteration 74Q: 3 clusters Score -4845029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -4845033.500000 Penalty: 5252.109375
	Iteration 75Q: 3 clusters Score -4845034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -4845033.500000 Penalty: 5252.109375
	Iteration 76F: 3 clusters Score -4845034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9474 members 
Entering Unmasked Estep 
Score: -1118990.125000 Penalty: 2270.763916
	Iteration 0F: 2 clusters Score -1118990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1111656.375000 Penalty: 4541.527832
	Iteration 0F: 3 clusters Score -1111656 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1114000.250000 Penalty: 4541.527832
	Iteration 1F: 3 clusters Score -1114000 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1114660.125000 Penalty: 4541.527832
	Iteration 2F: 3 clusters Score -1114660 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1115320.625000 Penalty: 4541.527832
	Iteration 3F: 3 clusters Score -1115321 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1116011.750000 Penalty: 4541.527832
	Iteration 4F: 3 clusters Score -1116012 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1116627.000000 Penalty: 4541.527832
	Iteration 5F: 3 clusters Score -1116627 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1117144.750000 Penalty: 4541.527832
	Iteration 6F: 3 clusters Score -1117145 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1117510.750000 Penalty: 4541.527832
	Iteration 7Q: 3 clusters Score -1117511 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1117719.000000 Penalty: 4541.527832
	Iteration 8Q: 3 clusters Score -1117719 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1117849.500000 Penalty: 4541.527832
	Iteration 9Q: 3 clusters Score -1117850 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1117924.000000 Penalty: 4541.527832
	Iteration 10Q: 3 clusters Score -1117924 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1117987.375000 Penalty: 4541.527832
	Iteration 11Q: 3 clusters Score -1117987 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1118027.500000 Penalty: 4541.527832
	Iteration 12Q: 3 clusters Score -1118028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1118053.125000 Penalty: 4541.527832
	Iteration 13Q: 3 clusters Score -1118053 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1118082.875000 Penalty: 4541.527832
	Iteration 14Q: 3 clusters Score -1118083 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1118102.375000 Penalty: 4541.527832
	Iteration 15Q: 3 clusters Score -1118102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1118121.125000 Penalty: 4541.527832
	Iteration 16Q: 3 clusters Score -1118121 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1118149.250000 Penalty: 4541.527832
	Iteration 17Q: 3 clusters Score -1118149 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1118171.875000 Penalty: 4541.527832
	Iteration 18Q: 3 clusters Score -1118172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1118175.000000 Penalty: 4541.527832
	Iteration 19Q: 3 clusters Score -1118175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1118183.500000 Penalty: 4541.527832
	Iteration 20F: 3 clusters Score -1118184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1118189.375000 Penalty: 4541.527832
	Iteration 21Q: 3 clusters Score -1118189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1118193.500000 Penalty: 4541.527832
	Iteration 22Q: 3 clusters Score -1118194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1118195.625000 Penalty: 4541.527832
	Iteration 23Q: 3 clusters Score -1118196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1118200.625000 Penalty: 4541.527832
	Iteration 24Q: 3 clusters Score -1118201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1118201.750000 Penalty: 4541.527832
	Iteration 25Q: 3 clusters Score -1118202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1118207.375000 Penalty: 4541.527832
	Iteration 26Q: 3 clusters Score -1118207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1118212.000000 Penalty: 4541.527832
	Iteration 27Q: 3 clusters Score -1118212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1118211.875000 Penalty: 4541.527832
	Iteration 28Q: 3 clusters Score -1118212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1118213.125000 Penalty: 4541.527832
	Iteration 29Q: 3 clusters Score -1118213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1118212.625000 Penalty: 4541.527832
	Iteration 30Q: 3 clusters Score -1118213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1118212.125000 Penalty: 4541.527832
	Iteration 31Q: 3 clusters Score -1118212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1118213.125000 Penalty: 4541.527832
	Iteration 32Q: 3 clusters Score -1118213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1118214.875000 Penalty: 4541.527832
	Iteration 33Q: 3 clusters Score -1118215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1118214.250000 Penalty: 4541.527832
	Iteration 34Q: 3 clusters Score -1118214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1118216.500000 Penalty: 4541.527832
	Iteration 35Q: 3 clusters Score -1118216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1118216.125000 Penalty: 4541.527832
	Iteration 36Q: 3 clusters Score -1118216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1118217.125000 Penalty: 4541.527832
	Iteration 37Q: 3 clusters Score -1118217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1118217.125000 Penalty: 4541.527832
	Iteration 38F: 3 clusters Score -1118217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Entering Unmasked Estep 
Score: -2588382.250000 Penalty: 2489.872803
	Iteration 0F: 2 clusters Score -2588382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2572348.750000 Penalty: 4979.745605
	Iteration 0F: 3 clusters Score -2572349 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2577992.000000 Penalty: 4979.745605
	Iteration 1F: 3 clusters Score -2577992 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2578439.250000 Penalty: 4979.745605
	Iteration 2F: 3 clusters Score -2578439 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2578829.750000 Penalty: 4979.745605
	Iteration 3Q: 3 clusters Score -2578830 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2579182.250000 Penalty: 4979.745605
	Iteration 4Q: 3 clusters Score -2579182 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2579529.250000 Penalty: 4979.745605
	Iteration 5Q: 3 clusters Score -2579529 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2579900.500000 Penalty: 4979.745605
	Iteration 6Q: 3 clusters Score -2579900 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2580260.500000 Penalty: 4979.745605
	Iteration 7Q: 3 clusters Score -2580260 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2580649.500000 Penalty: 4979.745605
	Iteration 8Q: 3 clusters Score -2580650 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2581021.750000 Penalty: 4979.745605
	Iteration 9Q: 3 clusters Score -2581022 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2581399.500000 Penalty: 4979.745605
	Iteration 10Q: 3 clusters Score -2581400 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2581787.000000 Penalty: 4979.745605
	Iteration 11Q: 3 clusters Score -2581787 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2582207.250000 Penalty: 4979.745605
	Iteration 12Q: 3 clusters Score -2582207 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2582687.000000 Penalty: 4979.745605
	Iteration 13Q: 3 clusters Score -2582687 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2583207.500000 Penalty: 4979.745605
	Iteration 14Q: 3 clusters Score -2583208 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2583772.750000 Penalty: 4979.745605
	Iteration 15Q: 3 clusters Score -2583773 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2584341.250000 Penalty: 4979.745605
	Iteration 16Q: 3 clusters Score -2584341 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2584839.250000 Penalty: 4979.745605
	Iteration 17Q: 3 clusters Score -2584839 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2585204.750000 Penalty: 4979.745605
	Iteration 18Q: 3 clusters Score -2585205 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2585518.000000 Penalty: 4979.745605
	Iteration 19Q: 3 clusters Score -2585518 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2585720.250000 Penalty: 4979.745605
	Iteration 20F: 3 clusters Score -2585720 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2585871.750000 Penalty: 4979.745605
	Iteration 21Q: 3 clusters Score -2585872 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2585991.000000 Penalty: 4979.745605
	Iteration 22Q: 3 clusters Score -2585991 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2586082.750000 Penalty: 4979.745605
	Iteration 23Q: 3 clusters Score -2586083 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2586128.000000 Penalty: 4979.745605
	Iteration 24Q: 3 clusters Score -2586128 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2586179.250000 Penalty: 4979.745605
	Iteration 25Q: 3 clusters Score -2586179 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2586207.500000 Penalty: 4979.745605
	Iteration 26Q: 3 clusters Score -2586208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2586235.500000 Penalty: 4979.745605
	Iteration 27Q: 3 clusters Score -2586236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2586256.250000 Penalty: 4979.745605
	Iteration 28Q: 3 clusters Score -2586256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2586268.750000 Penalty: 4979.745605
	Iteration 29Q: 3 clusters Score -2586269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2586272.000000 Penalty: 4979.745605
	Iteration 30Q: 3 clusters Score -2586272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2586287.750000 Penalty: 4979.745605
	Iteration 31Q: 3 clusters Score -2586288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2586295.000000 Penalty: 4979.745605
	Iteration 32Q: 3 clusters Score -2586295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2586307.750000 Penalty: 4979.745605
	Iteration 33Q: 3 clusters Score -2586308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2586315.500000 Penalty: 4979.745605
	Iteration 34Q: 3 clusters Score -2586316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2586321.750000 Penalty: 4979.745605
	Iteration 35Q: 3 clusters Score -2586322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2586332.500000 Penalty: 4979.745605
	Iteration 36Q: 3 clusters Score -2586332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2586332.750000 Penalty: 4979.745605
	Iteration 37Q: 3 clusters Score -2586333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2586337.250000 Penalty: 4979.745605
	Iteration 38Q: 3 clusters Score -2586337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2586337.750000 Penalty: 4979.745605
	Iteration 39Q: 3 clusters Score -2586338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2586338.500000 Penalty: 4979.745605
	Iteration 40F: 3 clusters Score -2586338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2586340.000000 Penalty: 4979.745605
	Iteration 41Q: 3 clusters Score -2586340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2586343.000000 Penalty: 4979.745605
	Iteration 42Q: 3 clusters Score -2586343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2586348.250000 Penalty: 4979.745605
	Iteration 43Q: 3 clusters Score -2586348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2586353.500000 Penalty: 4979.745605
	Iteration 44Q: 3 clusters Score -2586354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2586354.000000 Penalty: 4979.745605
	Iteration 45Q: 3 clusters Score -2586354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2586354.000000 Penalty: 4979.745605
	Iteration 46Q: 3 clusters Score -2586354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2586357.250000 Penalty: 4979.745605
	Iteration 47Q: 3 clusters Score -2586357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2586357.000000 Penalty: 4979.745605
	Iteration 48Q: 3 clusters Score -2586357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2586360.250000 Penalty: 4979.745605
	Iteration 49Q: 3 clusters Score -2586360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2586360.500000 Penalty: 4979.745605
	Iteration 50Q: 3 clusters Score -2586360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2586362.250000 Penalty: 4979.745605
	Iteration 51Q: 3 clusters Score -2586362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2586362.750000 Penalty: 4979.745605
	Iteration 52Q: 3 clusters Score -2586363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2586362.750000 Penalty: 4979.745605
	Iteration 53F: 3 clusters Score -2586363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Entering Unmasked Estep 
Score: -2806562.000000 Penalty: 2493.577637
	Iteration 0F: 2 clusters Score -2806562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2790331.500000 Penalty: 4987.155273
	Iteration 0F: 3 clusters Score -2790332 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2795954.750000 Penalty: 4987.155273
	Iteration 1F: 3 clusters Score -2795955 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2796407.250000 Penalty: 4987.155273
	Iteration 2F: 3 clusters Score -2796407 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2796824.500000 Penalty: 4987.155273
	Iteration 3Q: 3 clusters Score -2796824 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2797201.250000 Penalty: 4987.155273
	Iteration 4Q: 3 clusters Score -2797201 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2797493.500000 Penalty: 4987.155273
	Iteration 5Q: 3 clusters Score -2797494 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2797814.750000 Penalty: 4987.155273
	Iteration 6Q: 3 clusters Score -2797815 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2798213.500000 Penalty: 4987.155273
	Iteration 7Q: 3 clusters Score -2798214 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2798733.750000 Penalty: 4987.155273
	Iteration 8Q: 3 clusters Score -2798734 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2799374.750000 Penalty: 4987.155273
	Iteration 9Q: 3 clusters Score -2799375 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2800170.750000 Penalty: 4987.155273
	Iteration 10F: 3 clusters Score -2800171 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2801135.000000 Penalty: 4987.155273
	Iteration 11F: 3 clusters Score -2801135 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2802144.750000 Penalty: 4987.155273
	Iteration 12F: 3 clusters Score -2802145 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2803032.500000 Penalty: 4987.155273
	Iteration 13Q: 3 clusters Score -2803032 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2803671.750000 Penalty: 4987.155273
	Iteration 14Q: 3 clusters Score -2803672 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2804115.750000 Penalty: 4987.155273
	Iteration 15Q: 3 clusters Score -2804116 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2804465.000000 Penalty: 4987.155273
	Iteration 16Q: 3 clusters Score -2804465 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2804743.500000 Penalty: 4987.155273
	Iteration 17Q: 3 clusters Score -2804744 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2804965.500000 Penalty: 4987.155273
	Iteration 18Q: 3 clusters Score -2804966 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2805053.500000 Penalty: 4987.155273
	Iteration 19Q: 3 clusters Score -2805054 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2805092.000000 Penalty: 4987.155273
	Iteration 20F: 3 clusters Score -2805092 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2805139.000000 Penalty: 4987.155273
	Iteration 21Q: 3 clusters Score -2805139 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2805166.250000 Penalty: 4987.155273
	Iteration 22Q: 3 clusters Score -2805166 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2805204.000000 Penalty: 4987.155273
	Iteration 23Q: 3 clusters Score -2805204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2805230.500000 Penalty: 4987.155273
	Iteration 24Q: 3 clusters Score -2805230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2805248.750000 Penalty: 4987.155273
	Iteration 25Q: 3 clusters Score -2805249 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2805264.250000 Penalty: 4987.155273
	Iteration 26Q: 3 clusters Score -2805264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2805266.500000 Penalty: 4987.155273
	Iteration 27Q: 3 clusters Score -2805266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2805272.250000 Penalty: 4987.155273
	Iteration 28Q: 3 clusters Score -2805272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2805275.750000 Penalty: 4987.155273
	Iteration 29Q: 3 clusters Score -2805276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2805282.250000 Penalty: 4987.155273
	Iteration 30Q: 3 clusters Score -2805282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2805285.000000 Penalty: 4987.155273
	Iteration 31Q: 3 clusters Score -2805285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2805286.750000 Penalty: 4987.155273
	Iteration 32Q: 3 clusters Score -2805287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2805286.500000 Penalty: 4987.155273
	Iteration 33Q: 3 clusters Score -2805286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2805290.750000 Penalty: 4987.155273
	Iteration 34Q: 3 clusters Score -2805291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2805290.750000 Penalty: 4987.155273
	Iteration 35Q: 3 clusters Score -2805291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2805291.000000 Penalty: 4987.155273
	Iteration 36Q: 3 clusters Score -2805291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2805289.250000 Penalty: 4987.155273
	Iteration 37Q: 3 clusters Score -2805289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2805292.500000 Penalty: 4987.155273
	Iteration 38Q: 3 clusters Score -2805292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2805290.750000 Penalty: 4987.155273
	Iteration 39Q: 3 clusters Score -2805291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2805292.750000 Penalty: 4987.155273
	Iteration 40F: 3 clusters Score -2805293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Entering Unmasked Estep 
Score: -497437.187500 Penalty: 2062.805908
	Iteration 0F: 2 clusters Score -497437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -493504.562500 Penalty: 4125.611816
	Iteration 0F: 3 clusters Score -493504.6 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -494364.843750 Penalty: 4125.611816
	Iteration 1F: 3 clusters Score -494364.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -494563.531250 Penalty: 4125.611816
	Iteration 2F: 3 clusters Score -494563.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -494669.125000 Penalty: 4125.611816
	Iteration 3Q: 3 clusters Score -494669.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -494741.437500 Penalty: 4125.611816
	Iteration 4Q: 3 clusters Score -494741.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -494795.687500 Penalty: 4125.611816
	Iteration 5Q: 3 clusters Score -494795.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -494846.656250 Penalty: 4125.611816
	Iteration 6Q: 3 clusters Score -494846.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -494899.593750 Penalty: 4125.611816
	Iteration 7Q: 3 clusters Score -494899.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -494949.000000 Penalty: 4125.611816
	Iteration 8Q: 3 clusters Score -494949 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -495009.468750 Penalty: 4125.611816
	Iteration 9Q: 3 clusters Score -495009.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -495064.906250 Penalty: 4125.611816
	Iteration 10Q: 3 clusters Score -495064.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -495121.593750 Penalty: 4125.611816
	Iteration 11Q: 3 clusters Score -495121.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -495171.750000 Penalty: 4125.611816
	Iteration 12Q: 3 clusters Score -495171.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -495228.093750 Penalty: 4125.611816
	Iteration 13Q: 3 clusters Score -495228.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -495286.937500 Penalty: 4125.611816
	Iteration 14Q: 3 clusters Score -495286.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -495353.500000 Penalty: 4125.611816
	Iteration 15Q: 3 clusters Score -495353.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -495434.093750 Penalty: 4125.611816
	Iteration 16Q: 3 clusters Score -495434.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -495507.375000 Penalty: 4125.611816
	Iteration 17Q: 3 clusters Score -495507.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -495565.875000 Penalty: 4125.611816
	Iteration 18Q: 3 clusters Score -495565.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -495611.406250 Penalty: 4125.611816
	Iteration 19Q: 3 clusters Score -495611.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -495669.906250 Penalty: 4125.611816
	Iteration 20F: 3 clusters Score -495669.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -495727.375000 Penalty: 4125.611816
	Iteration 21Q: 3 clusters Score -495727.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -495770.125000 Penalty: 4125.611816
	Iteration 22Q: 3 clusters Score -495770.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -495808.250000 Penalty: 4125.611816
	Iteration 23Q: 3 clusters Score -495808.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -495832.375000 Penalty: 4125.611816
	Iteration 24Q: 3 clusters Score -495832.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -495852.687500 Penalty: 4125.611816
	Iteration 25Q: 3 clusters Score -495852.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -495875.437500 Penalty: 4125.611816
	Iteration 26Q: 3 clusters Score -495875.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -495897.906250 Penalty: 4125.611816
	Iteration 27Q: 3 clusters Score -495897.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -495922.156250 Penalty: 4125.611816
	Iteration 28Q: 3 clusters Score -495922.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -495947.937500 Penalty: 4125.611816
	Iteration 29Q: 3 clusters Score -495947.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -495972.062500 Penalty: 4125.611816
	Iteration 30Q: 3 clusters Score -495972.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -495990.000000 Penalty: 4125.611816
	Iteration 31Q: 3 clusters Score -495990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -496005.125000 Penalty: 4125.611816
	Iteration 32Q: 3 clusters Score -496005.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -496017.781250 Penalty: 4125.611816
	Iteration 33Q: 3 clusters Score -496017.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -496028.250000 Penalty: 4125.611816
	Iteration 34Q: 3 clusters Score -496028.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -496042.437500 Penalty: 4125.611816
	Iteration 35Q: 3 clusters Score -496042.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -496050.437500 Penalty: 4125.611816
	Iteration 36Q: 3 clusters Score -496050.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -496053.812500 Penalty: 4125.611816
	Iteration 37Q: 3 clusters Score -496053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -496056.500000 Penalty: 4125.611816
	Iteration 38Q: 3 clusters Score -496056.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -496061.593750 Penalty: 4125.611816
	Iteration 39Q: 3 clusters Score -496061.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -496063.343750 Penalty: 4125.611816
	Iteration 40F: 3 clusters Score -496063.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -496063.812500 Penalty: 4125.611816
	Iteration 41Q: 3 clusters Score -496063.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -496063.812500 Penalty: 4125.611816
	Iteration 42F: 3 clusters Score -496063.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -76642.937500 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -76642.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -75006.093750 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -75006.09 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -75518.117188 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -75518.12 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -76074.914062 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -76074.91 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -76623.515625 Penalty: 3294.673340
	Iteration 3F: 3 clusters Score -76623.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -77028.406250 Penalty: 3294.673340
	Iteration 4F: 3 clusters Score -77028.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -77385.054688 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -77385.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -77633.109375 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -77633.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -77691.468750 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -77691.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -77718.562500 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -77718.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -77737.179688 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -77737.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -77749.031250 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -77749.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -77749.031250 Penalty: 3294.673340
	Iteration 11F: 3 clusters Score -77749.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14697 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 197271 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41517 members 
Mstep: Class 10 contains 278072 members 
Mstep: Class 11 contains 59669 members 
Mstep: Class 12 contains 295112 members 
Mstep: Class 13 contains 10389 members 
Mstep: Class 14 contains 31625 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39693 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22921 members 
Mstep: Class 20 contains 23266 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 93212 members 
Mstep: Class 24 contains 78052 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 419 members 
Entering Unmasked Estep 
Score: -154580208.000000 Penalty: 90644.539062
Splitting cluster 22 changes total score from -154580736.000000 to -154580208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (93212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93212 members 
Entering Unmasked Estep 
Score: -11759508.000000 Penalty: 2837.772705
	Iteration 0F: 2 clusters Score -1.175951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 46357 members 
Entering Unmasked Estep 
Score: -11697018.000000 Penalty: 5675.545410
	Iteration 0F: 3 clusters Score -1.169702e+07 nChanged 44195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -11722633.000000 Penalty: 5675.545410
	Iteration 1F: 3 clusters Score -1.172263e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -11723835.000000 Penalty: 5675.545410
	Iteration 2Q: 3 clusters Score -1.172384e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -11725472.000000 Penalty: 5675.545410
	Iteration 3Q: 3 clusters Score -1.172547e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58368 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -11728245.000000 Penalty: 5675.545410
	Iteration 4F: 3 clusters Score -1.172824e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -11732730.000000 Penalty: 5675.545410
	Iteration 5F: 3 clusters Score -1.173273e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69952 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -11738804.000000 Penalty: 5675.545410
	Iteration 6F: 3 clusters Score -1.17388e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75741 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -11745255.000000 Penalty: 5675.545410
	Iteration 7F: 3 clusters Score -1.174526e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79743 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -11749970.000000 Penalty: 5675.545410
	Iteration 8F: 3 clusters Score -1.174997e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82011 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -11752493.000000 Penalty: 5675.545410
	Iteration 9Q: 3 clusters Score -1.175249e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83358 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -11753714.000000 Penalty: 5675.545410
	Iteration 10Q: 3 clusters Score -1.175371e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84345 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -11754306.000000 Penalty: 5675.545410
	Iteration 11Q: 3 clusters Score -1.175431e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85158 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -11754724.000000 Penalty: 5675.545410
	Iteration 12Q: 3 clusters Score -1.175472e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85875 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -11754976.000000 Penalty: 5675.545410
	Iteration 13Q: 3 clusters Score -1.175498e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86544 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -11755236.000000 Penalty: 5675.545410
	Iteration 14Q: 3 clusters Score -1.175524e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -11755509.000000 Penalty: 5675.545410
	Iteration 15Q: 3 clusters Score -1.175551e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87661 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -11755666.000000 Penalty: 5675.545410
	Iteration 16Q: 3 clusters Score -1.175567e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88123 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -11755830.000000 Penalty: 5675.545410
	Iteration 17Q: 3 clusters Score -1.175583e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88542 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -11755970.000000 Penalty: 5675.545410
	Iteration 18Q: 3 clusters Score -1.175597e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88948 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -11756091.000000 Penalty: 5675.545410
	Iteration 19Q: 3 clusters Score -1.175609e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89317 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -11756180.000000 Penalty: 5675.545410
	Iteration 20F: 3 clusters Score -1.175618e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89649 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -11756294.000000 Penalty: 5675.545410
	Iteration 21Q: 3 clusters Score -1.175629e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89949 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -11756366.000000 Penalty: 5675.545410
	Iteration 22Q: 3 clusters Score -1.175637e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90212 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -11756441.000000 Penalty: 5675.545410
	Iteration 23Q: 3 clusters Score -1.175644e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90454 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -11756546.000000 Penalty: 5675.545410
	Iteration 24Q: 3 clusters Score -1.175655e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90673 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -11756626.000000 Penalty: 5675.545410
	Iteration 25Q: 3 clusters Score -1.175663e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90862 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -11756700.000000 Penalty: 5675.545410
	Iteration 26Q: 3 clusters Score -1.17567e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91010 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -11756775.000000 Penalty: 5675.545410
	Iteration 27Q: 3 clusters Score -1.175678e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91144 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -11756828.000000 Penalty: 5675.545410
	Iteration 28Q: 3 clusters Score -1.175683e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91255 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -11756894.000000 Penalty: 5675.545410
	Iteration 29Q: 3 clusters Score -1.175689e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91346 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -11756906.000000 Penalty: 5675.545410
	Iteration 30Q: 3 clusters Score -1.175691e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91421 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -11756943.000000 Penalty: 5675.545410
	Iteration 31Q: 3 clusters Score -1.175694e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91482 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -11756971.000000 Penalty: 5675.545410
	Iteration 32Q: 3 clusters Score -1.175697e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91538 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -11756973.000000 Penalty: 5675.545410
	Iteration 33Q: 3 clusters Score -1.175697e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91573 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -11756969.000000 Penalty: 5675.545410
	Iteration 34Q: 3 clusters Score -1.175697e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91612 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -11756972.000000 Penalty: 5675.545410
	Iteration 35Q: 3 clusters Score -1.175697e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91649 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -11756989.000000 Penalty: 5675.545410
	Iteration 36Q: 3 clusters Score -1.175699e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91675 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -11757002.000000 Penalty: 5675.545410
	Iteration 37Q: 3 clusters Score -1.1757e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91708 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -11757033.000000 Penalty: 5675.545410
	Iteration 38Q: 3 clusters Score -1.175703e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91740 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -11757030.000000 Penalty: 5675.545410
	Iteration 39Q: 3 clusters Score -1.175703e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91768 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -11757048.000000 Penalty: 5675.545410
	Iteration 40F: 3 clusters Score -1.175705e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91796 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -11757083.000000 Penalty: 5675.545410
	Iteration 41Q: 3 clusters Score -1.175708e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91827 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -11757085.000000 Penalty: 5675.545410
	Iteration 42Q: 3 clusters Score -1.175708e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91855 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -11757089.000000 Penalty: 5675.545410
	Iteration 43Q: 3 clusters Score -1.175709e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91885 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -11757095.000000 Penalty: 5675.545410
	Iteration 44Q: 3 clusters Score -1.17571e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91914 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -11757119.000000 Penalty: 5675.545410
	Iteration 45Q: 3 clusters Score -1.175712e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91943 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -11757106.000000 Penalty: 5675.545410
	Iteration 46Q: 3 clusters Score -1.175711e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91963 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -11757104.000000 Penalty: 5675.545410
	Iteration 47Q: 3 clusters Score -1.17571e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91980 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -11757113.000000 Penalty: 5675.545410
	Iteration 48Q: 3 clusters Score -1.175711e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91997 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -11757120.000000 Penalty: 5675.545410
	Iteration 49Q: 3 clusters Score -1.175712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92004 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -11757135.000000 Penalty: 5675.545410
	Iteration 50Q: 3 clusters Score -1.175714e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92014 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -11757128.000000 Penalty: 5675.545410
	Iteration 51Q: 3 clusters Score -1.175713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92025 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -11757132.000000 Penalty: 5675.545410
	Iteration 52Q: 3 clusters Score -1.175713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92031 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -11757142.000000 Penalty: 5675.545410
	Iteration 53Q: 3 clusters Score -1.175714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92036 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -11757156.000000 Penalty: 5675.545410
	Iteration 54Q: 3 clusters Score -1.175716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92042 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -11757146.000000 Penalty: 5675.545410
	Iteration 55Q: 3 clusters Score -1.175715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92049 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -11757147.000000 Penalty: 5675.545410
	Iteration 56Q: 3 clusters Score -1.175715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92055 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -11757153.000000 Penalty: 5675.545410
	Iteration 57Q: 3 clusters Score -1.175715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92062 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -11757158.000000 Penalty: 5675.545410
	Iteration 58Q: 3 clusters Score -1.175716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92066 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -11757155.000000 Penalty: 5675.545410
	Iteration 59Q: 3 clusters Score -1.175716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92071 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -11757164.000000 Penalty: 5675.545410
	Iteration 60F: 3 clusters Score -1.175716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92076 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -11757162.000000 Penalty: 5675.545410
	Iteration 61Q: 3 clusters Score -1.175716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92079 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -11757154.000000 Penalty: 5675.545410
	Iteration 62Q: 3 clusters Score -1.175715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92080 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -11757163.000000 Penalty: 5675.545410
	Iteration 63Q: 3 clusters Score -1.175716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92083 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -11757175.000000 Penalty: 5675.545410
	Iteration 64Q: 3 clusters Score -1.175718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92087 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -11757175.000000 Penalty: 5675.545410
	Iteration 65Q: 3 clusters Score -1.175718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92089 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -11757169.000000 Penalty: 5675.545410
	Iteration 66Q: 3 clusters Score -1.175717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92090 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -11757167.000000 Penalty: 5675.545410
	Iteration 67Q: 3 clusters Score -1.175717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92091 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -11757172.000000 Penalty: 5675.545410
	Iteration 68Q: 3 clusters Score -1.175717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92091 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -11757172.000000 Penalty: 5675.545410
	Iteration 69F: 3 clusters Score -1.175717e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (78052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78052 members 
Entering Unmasked Estep 
Score: -9450398.000000 Penalty: 2793.752441
	Iteration 0F: 2 clusters Score -9450398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -9398186.000000 Penalty: 5587.504883
	Iteration 0F: 3 clusters Score -9398186 nChanged 36547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -9418771.000000 Penalty: 5587.504883
	Iteration 1F: 3 clusters Score -9418771 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -9419441.000000 Penalty: 5587.504883
	Iteration 2Q: 3 clusters Score -9419441 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -9420374.000000 Penalty: 5587.504883
	Iteration 3Q: 3 clusters Score -9420374 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -9421791.000000 Penalty: 5587.504883
	Iteration 4Q: 3 clusters Score -9421791 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -9424107.000000 Penalty: 5587.504883
	Iteration 5F: 3 clusters Score -9424107 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -9427834.000000 Penalty: 5587.504883
	Iteration 6F: 3 clusters Score -9427834 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -9433488.000000 Penalty: 5587.504883
	Iteration 7F: 3 clusters Score -9433488 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69001 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -9439735.000000 Penalty: 5587.504883
	Iteration 8F: 3 clusters Score -9439735 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73697 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -9444399.000000 Penalty: 5587.504883
	Iteration 9F: 3 clusters Score -9444399 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76166 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -9446716.000000 Penalty: 5587.504883
	Iteration 10Q: 3 clusters Score -9446716 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77125 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -9447514.000000 Penalty: 5587.504883
	Iteration 11Q: 3 clusters Score -9447514 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77471 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9447827.000000 Penalty: 5587.504883
	Iteration 12Q: 3 clusters Score -9447827 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77588 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9447950.000000 Penalty: 5587.504883
	Iteration 13Q: 3 clusters Score -9447950 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77639 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9448006.000000 Penalty: 5587.504883
	Iteration 14Q: 3 clusters Score -9448006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77657 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9448033.000000 Penalty: 5587.504883
	Iteration 15Q: 3 clusters Score -9448033 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77666 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9448052.000000 Penalty: 5587.504883
	Iteration 16Q: 3 clusters Score -9448052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77674 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9448070.000000 Penalty: 5587.504883
	Iteration 17Q: 3 clusters Score -9448070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77679 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9448066.000000 Penalty: 5587.504883
	Iteration 18Q: 3 clusters Score -9448066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77682 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9448069.000000 Penalty: 5587.504883
	Iteration 19Q: 3 clusters Score -9448069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77684 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9448071.000000 Penalty: 5587.504883
	Iteration 20F: 3 clusters Score -9448071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77689 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9448078.000000 Penalty: 5587.504883
	Iteration 21Q: 3 clusters Score -9448078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77695 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9448093.000000 Penalty: 5587.504883
	Iteration 22Q: 3 clusters Score -9448093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77698 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9448085.000000 Penalty: 5587.504883
	Iteration 23Q: 3 clusters Score -9448085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77700 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9448087.000000 Penalty: 5587.504883
	Iteration 24Q: 3 clusters Score -9448087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77704 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9448098.000000 Penalty: 5587.504883
	Iteration 25Q: 3 clusters Score -9448098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77709 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9448090.000000 Penalty: 5587.504883
	Iteration 26Q: 3 clusters Score -9448090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77711 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9448101.000000 Penalty: 5587.504883
	Iteration 27Q: 3 clusters Score -9448101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77712 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9448098.000000 Penalty: 5587.504883
	Iteration 28Q: 3 clusters Score -9448098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77712 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9448098.000000 Penalty: 5587.504883
	Iteration 29F: 3 clusters Score -9448098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -98991.960938 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -98991.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -97132.554688 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -97132.55 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -97369.265625 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -97369.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -97441.125000 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -97441.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -97479.945312 Penalty: 3349.705322
	Iteration 3Q: 3 clusters Score -97479.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -97516.093750 Penalty: 3349.705322
	Iteration 4Q: 3 clusters Score -97516.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -97528.640625 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -97528.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -97543.015625 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -97543.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -97551.875000 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -97551.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -97562.093750 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -97562.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -97566.648438 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -97566.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -97569.703125 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -97569.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -97573.171875 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -97573.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -97575.125000 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -97575.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -97577.375000 Penalty: 3349.705322
	Iteration 13Q: 3 clusters Score -97577.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -97578.679688 Penalty: 3349.705322
	Iteration 14Q: 3 clusters Score -97578.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -97578.679688 Penalty: 3349.705322
	Iteration 15F: 3 clusters Score -97578.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14697 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 197271 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41517 members 
Mstep: Class 10 contains 278072 members 
Mstep: Class 11 contains 59669 members 
Mstep: Class 12 contains 295112 members 
Mstep: Class 13 contains 10389 members 
Mstep: Class 14 contains 31625 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39693 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22921 members 
Mstep: Class 20 contains 23266 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93212 members 
Mstep: Class 24 contains 78052 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580816.000000 Penalty: 87158.210938
Iteration 359Q: 26 clusters Score -1.545808e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14695 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 197243 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41511 members 
Mstep: Class 10 contains 278131 members 
Mstep: Class 11 contains 59662 members 
Mstep: Class 12 contains 295102 members 
Mstep: Class 13 contains 10390 members 
Mstep: Class 14 contains 31626 members 
Mstep: Class 15 contains 6899 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39693 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22920 members 
Mstep: Class 20 contains 23267 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93204 members 
Mstep: Class 24 contains 78054 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580656.000000 Penalty: 87158.210938
Iteration 360F: 26 clusters Score -1.545807e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14695 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 197228 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41507 members 
Mstep: Class 10 contains 278162 members 
Mstep: Class 11 contains 59656 members 
Mstep: Class 12 contains 295111 members 
Mstep: Class 13 contains 10391 members 
Mstep: Class 14 contains 31623 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39695 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22919 members 
Mstep: Class 20 contains 23267 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93189 members 
Mstep: Class 24 contains 78051 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580640.000000 Penalty: 87158.210938
Iteration 361Q: 26 clusters Score -1.545806e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14694 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 197219 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41504 members 
Mstep: Class 10 contains 278180 members 
Mstep: Class 11 contains 59648 members 
Mstep: Class 12 contains 295119 members 
Mstep: Class 13 contains 10391 members 
Mstep: Class 14 contains 31620 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39695 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22919 members 
Mstep: Class 20 contains 23267 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93185 members 
Mstep: Class 24 contains 78054 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580688.000000 Penalty: 87158.210938
Iteration 362Q: 26 clusters Score -1.545807e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14694 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 197194 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41504 members 
Mstep: Class 10 contains 278220 members 
Mstep: Class 11 contains 59642 members 
Mstep: Class 12 contains 295120 members 
Mstep: Class 13 contains 10391 members 
Mstep: Class 14 contains 31617 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39695 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22919 members 
Mstep: Class 20 contains 23267 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93176 members 
Mstep: Class 24 contains 78055 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580592.000000 Penalty: 87158.210938
Iteration 363Q: 26 clusters Score -1.545806e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14693 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2581 members 
Mstep: Class 7 contains 197173 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41498 members 
Mstep: Class 10 contains 278262 members 
Mstep: Class 11 contains 59636 members 
Mstep: Class 12 contains 295118 members 
Mstep: Class 13 contains 10392 members 
Mstep: Class 14 contains 31614 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39693 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22919 members 
Mstep: Class 20 contains 23267 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93169 members 
Mstep: Class 24 contains 78058 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580720.000000 Penalty: 87158.210938
Iteration 364Q: 26 clusters Score -1.545807e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2581 members 
Mstep: Class 7 contains 197145 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41492 members 
Mstep: Class 10 contains 278301 members 
Mstep: Class 11 contains 59631 members 
Mstep: Class 12 contains 295119 members 
Mstep: Class 13 contains 10391 members 
Mstep: Class 14 contains 31614 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39693 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22919 members 
Mstep: Class 20 contains 23267 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93164 members 
Mstep: Class 24 contains 78058 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580720.000000 Penalty: 87158.210938
Iteration 365Q: 26 clusters Score -1.545807e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2581 members 
Mstep: Class 7 contains 197129 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41485 members 
Mstep: Class 10 contains 278331 members 
Mstep: Class 11 contains 59627 members 
Mstep: Class 12 contains 295109 members 
Mstep: Class 13 contains 10391 members 
Mstep: Class 14 contains 31615 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39695 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 22918 members 
Mstep: Class 20 contains 23268 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93170 members 
Mstep: Class 24 contains 78056 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580816.000000 Penalty: 87158.210938
Iteration 366Q: 26 clusters Score -1.545808e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2582 members 
Mstep: Class 7 contains 197124 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41482 members 
Mstep: Class 10 contains 278344 members 
Mstep: Class 11 contains 59624 members 
Mstep: Class 12 contains 295109 members 
Mstep: Class 13 contains 10389 members 
Mstep: Class 14 contains 31616 members 
Mstep: Class 15 contains 6901 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39696 members 
Mstep: Class 18 contains 9475 members 
Mstep: Class 19 contains 22916 members 
Mstep: Class 20 contains 23269 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93165 members 
Mstep: Class 24 contains 78055 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580896.000000 Penalty: 87158.210938
Iteration 367Q: 26 clusters Score -1.545809e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2582 members 
Mstep: Class 7 contains 197108 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41481 members 
Mstep: Class 10 contains 278364 members 
Mstep: Class 11 contains 59623 members 
Mstep: Class 12 contains 295109 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 31619 members 
Mstep: Class 15 contains 6902 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39698 members 
Mstep: Class 18 contains 9476 members 
Mstep: Class 19 contains 22914 members 
Mstep: Class 20 contains 23269 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93162 members 
Mstep: Class 24 contains 78049 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580896.000000 Penalty: 87158.210938
Iteration 368Q: 26 clusters Score -1.545809e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2582 members 
Mstep: Class 7 contains 197089 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41478 members 
Mstep: Class 10 contains 278395 members 
Mstep: Class 11 contains 59625 members 
Mstep: Class 12 contains 295107 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 31619 members 
Mstep: Class 15 contains 6902 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39698 members 
Mstep: Class 18 contains 9476 members 
Mstep: Class 19 contains 22914 members 
Mstep: Class 20 contains 23269 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93156 members 
Mstep: Class 24 contains 78048 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580848.000000 Penalty: 87158.210938
Iteration 369Q: 26 clusters Score -1.545808e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14690 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2582 members 
Mstep: Class 7 contains 197065 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41477 members 
Mstep: Class 10 contains 278418 members 
Mstep: Class 11 contains 59626 members 
Mstep: Class 12 contains 295115 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 31615 members 
Mstep: Class 15 contains 6902 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39699 members 
Mstep: Class 18 contains 9476 members 
Mstep: Class 19 contains 22914 members 
Mstep: Class 20 contains 23269 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93155 members 
Mstep: Class 24 contains 78048 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580768.000000 Penalty: 87158.210938
Iteration 370Q: 26 clusters Score -1.545808e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14690 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2582 members 
Mstep: Class 7 contains 197042 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41477 members 
Mstep: Class 10 contains 278433 members 
Mstep: Class 11 contains 59621 members 
Mstep: Class 12 contains 295119 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 31614 members 
Mstep: Class 15 contains 6902 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39699 members 
Mstep: Class 18 contains 9477 members 
Mstep: Class 19 contains 22914 members 
Mstep: Class 20 contains 23269 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93161 members 
Mstep: Class 24 contains 78047 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580656.000000 Penalty: 87158.210938
Iteration 371Q: 26 clusters Score -1.545807e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14689 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2582 members 
Mstep: Class 7 contains 197023 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41476 members 
Mstep: Class 10 contains 278443 members 
Mstep: Class 11 contains 59612 members 
Mstep: Class 12 contains 295134 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 31615 members 
Mstep: Class 15 contains 6902 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39700 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22914 members 
Mstep: Class 20 contains 23269 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93162 members 
Mstep: Class 24 contains 78045 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580592.000000 Penalty: 87158.210938
Iteration 372Q: 26 clusters Score -1.545806e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2582 members 
Mstep: Class 7 contains 197009 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41475 members 
Mstep: Class 10 contains 278457 members 
Mstep: Class 11 contains 59609 members 
Mstep: Class 12 contains 295131 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 31615 members 
Mstep: Class 15 contains 6902 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39700 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22914 members 
Mstep: Class 20 contains 23270 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93162 members 
Mstep: Class 24 contains 78046 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580624.000000 Penalty: 87158.210938
Iteration 373Q: 26 clusters Score -1.545806e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2582 members 
Mstep: Class 7 contains 196994 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41476 members 
Mstep: Class 10 contains 278473 members 
Mstep: Class 11 contains 59606 members 
Mstep: Class 12 contains 295130 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 31613 members 
Mstep: Class 15 contains 6902 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39700 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22914 members 
Mstep: Class 20 contains 23270 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93161 members 
Mstep: Class 24 contains 78049 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580656.000000 Penalty: 87158.210938
Iteration 374Q: 26 clusters Score -1.545807e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2582 members 
Mstep: Class 7 contains 196979 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41474 members 
Mstep: Class 10 contains 278492 members 
Mstep: Class 11 contains 59605 members 
Mstep: Class 12 contains 295135 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 31612 members 
Mstep: Class 15 contains 6902 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39700 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22914 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93156 members 
Mstep: Class 24 contains 78047 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580624.000000 Penalty: 87158.210938
Iteration 375Q: 26 clusters Score -1.545806e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 4 contains 4025 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2582 members 
Mstep: Class 7 contains 196970 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41476 members 
Mstep: Class 10 contains 278496 members 
Mstep: Class 11 contains 59604 members 
Mstep: Class 12 contains 295146 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 31610 members 
Mstep: Class 15 contains 6902 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39700 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22914 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93154 members 
Mstep: Class 24 contains 78047 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580560.000000 Penalty: 87158.210938
Iteration 376Q: 26 clusters Score -1.545806e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 4 contains 4025 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2582 members 
Mstep: Class 7 contains 196958 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41478 members 
Mstep: Class 10 contains 278499 members 
Mstep: Class 11 contains 59602 members 
Mstep: Class 12 contains 295154 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 31611 members 
Mstep: Class 15 contains 6903 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39700 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22914 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93155 members 
Mstep: Class 24 contains 78046 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580672.000000 Penalty: 87158.210938
Iteration 377Q: 26 clusters Score -1.545807e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 4 contains 4025 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2583 members 
Mstep: Class 7 contains 196942 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41478 members 
Mstep: Class 10 contains 278508 members 
Mstep: Class 11 contains 59600 members 
Mstep: Class 12 contains 295164 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 31612 members 
Mstep: Class 15 contains 6904 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39700 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22914 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93150 members 
Mstep: Class 24 contains 78048 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580624.000000 Penalty: 87158.210938
Iteration 378Q: 26 clusters Score -1.545806e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 4 contains 4025 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2584 members 
Mstep: Class 7 contains 196925 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41477 members 
Mstep: Class 10 contains 278517 members 
Mstep: Class 11 contains 59600 members 
Mstep: Class 12 contains 295170 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 31615 members 
Mstep: Class 15 contains 6904 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39701 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22915 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93144 members 
Mstep: Class 24 contains 78052 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580784.000000 Penalty: 87158.210938
Iteration 379Q: 26 clusters Score -1.545808e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14689 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2584 members 
Mstep: Class 7 contains 196914 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41478 members 
Mstep: Class 10 contains 278528 members 
Mstep: Class 11 contains 59600 members 
Mstep: Class 12 contains 295170 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 31614 members 
Mstep: Class 15 contains 6905 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39702 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22915 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93144 members 
Mstep: Class 24 contains 78054 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580736.000000 Penalty: 87158.210938
Iteration 380F: 26 clusters Score -1.545807e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2584 members 
Mstep: Class 7 contains 196901 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41480 members 
Mstep: Class 10 contains 278529 members 
Mstep: Class 11 contains 59602 members 
Mstep: Class 12 contains 295183 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 31612 members 
Mstep: Class 15 contains 6906 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39703 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22915 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93139 members 
Mstep: Class 24 contains 78055 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580720.000000 Penalty: 87158.210938
Iteration 381Q: 26 clusters Score -1.545807e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2584 members 
Mstep: Class 7 contains 196893 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41478 members 
Mstep: Class 10 contains 278545 members 
Mstep: Class 11 contains 59603 members 
Mstep: Class 12 contains 295182 members 
Mstep: Class 13 contains 10389 members 
Mstep: Class 14 contains 31610 members 
Mstep: Class 15 contains 6906 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39704 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22915 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93137 members 
Mstep: Class 24 contains 78054 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580752.000000 Penalty: 87158.210938
Iteration 382Q: 26 clusters Score -1.545808e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2584 members 
Mstep: Class 7 contains 196886 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41478 members 
Mstep: Class 10 contains 278559 members 
Mstep: Class 11 contains 59603 members 
Mstep: Class 12 contains 295176 members 
Mstep: Class 13 contains 10390 members 
Mstep: Class 14 contains 31608 members 
Mstep: Class 15 contains 6906 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39701 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22916 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93133 members 
Mstep: Class 24 contains 78059 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580816.000000 Penalty: 87158.210938
Iteration 383Q: 26 clusters Score -1.545808e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 8327 members 
Mstep: Class 6 contains 2584 members 
Mstep: Class 7 contains 196880 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41474 members 
Mstep: Class 10 contains 278588 members 
Mstep: Class 11 contains 59602 members 
Mstep: Class 12 contains 295167 members 
Mstep: Class 13 contains 10392 members 
Mstep: Class 14 contains 31605 members 
Mstep: Class 15 contains 6906 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39701 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22916 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93128 members 
Mstep: Class 24 contains 78059 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580688.000000 Penalty: 87158.210938
Iteration 384Q: 26 clusters Score -1.545807e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14686 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 8327 members 
Mstep: Class 6 contains 2585 members 
Mstep: Class 7 contains 196862 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41473 members 
Mstep: Class 10 contains 278624 members 
Mstep: Class 11 contains 59598 members 
Mstep: Class 12 contains 295152 members 
Mstep: Class 13 contains 10393 members 
Mstep: Class 14 contains 31606 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39701 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22915 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93129 members 
Mstep: Class 24 contains 78060 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580816.000000 Penalty: 87158.210938
Iteration 385Q: 26 clusters Score -1.545808e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14684 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 8327 members 
Mstep: Class 6 contains 2586 members 
Mstep: Class 7 contains 196849 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 278656 members 
Mstep: Class 11 contains 59595 members 
Mstep: Class 12 contains 295138 members 
Mstep: Class 13 contains 10393 members 
Mstep: Class 14 contains 31608 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39701 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22914 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93128 members 
Mstep: Class 24 contains 78063 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580800.000000 Penalty: 87158.210938
Iteration 386Q: 26 clusters Score -1.545808e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14683 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 8327 members 
Mstep: Class 6 contains 2586 members 
Mstep: Class 7 contains 196838 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41470 members 
Mstep: Class 10 contains 278680 members 
Mstep: Class 11 contains 59591 members 
Mstep: Class 12 contains 295131 members 
Mstep: Class 13 contains 10392 members 
Mstep: Class 14 contains 31606 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39701 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22914 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93126 members 
Mstep: Class 24 contains 78066 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580896.000000 Penalty: 87158.210938
Iteration 387Q: 26 clusters Score -1.545809e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14683 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 8327 members 
Mstep: Class 6 contains 2587 members 
Mstep: Class 7 contains 196839 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41469 members 
Mstep: Class 10 contains 278711 members 
Mstep: Class 11 contains 59588 members 
Mstep: Class 12 contains 295115 members 
Mstep: Class 13 contains 10390 members 
Mstep: Class 14 contains 31603 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39702 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22913 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93120 members 
Mstep: Class 24 contains 78063 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580928.000000 Penalty: 87158.210938
Iteration 388Q: 26 clusters Score -1.545809e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14683 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2588 members 
Mstep: Class 7 contains 196832 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41469 members 
Mstep: Class 10 contains 278730 members 
Mstep: Class 11 contains 59587 members 
Mstep: Class 12 contains 295109 members 
Mstep: Class 13 contains 10391 members 
Mstep: Class 14 contains 31603 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19328 members 
Mstep: Class 17 contains 39703 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22912 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93117 members 
Mstep: Class 24 contains 78060 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580960.000000 Penalty: 87158.210938
Iteration 389Q: 26 clusters Score -1.54581e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14683 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2588 members 
Mstep: Class 7 contains 196824 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41467 members 
Mstep: Class 10 contains 278742 members 
Mstep: Class 11 contains 59584 members 
Mstep: Class 12 contains 295109 members 
Mstep: Class 13 contains 10396 members 
Mstep: Class 14 contains 31602 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19328 members 
Mstep: Class 17 contains 39704 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22911 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93118 members 
Mstep: Class 24 contains 78057 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580992.000000 Penalty: 87158.210938
Iteration 390Q: 26 clusters Score -1.54581e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14683 members 
Mstep: Class 4 contains 4023 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 2588 members 
Mstep: Class 7 contains 196814 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41466 members 
Mstep: Class 10 contains 278756 members 
Mstep: Class 11 contains 59579 members 
Mstep: Class 12 contains 295119 members 
Mstep: Class 13 contains 10401 members 
Mstep: Class 14 contains 31600 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19329 members 
Mstep: Class 17 contains 39704 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22908 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93116 members 
Mstep: Class 24 contains 78054 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580976.000000 Penalty: 87158.210938
Iteration 391Q: 26 clusters Score -1.54581e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14683 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2588 members 
Mstep: Class 7 contains 196795 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41465 members 
Mstep: Class 10 contains 278781 members 
Mstep: Class 11 contains 59577 members 
Mstep: Class 12 contains 295127 members 
Mstep: Class 13 contains 10406 members 
Mstep: Class 14 contains 31599 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19329 members 
Mstep: Class 17 contains 39702 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22903 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93107 members 
Mstep: Class 24 contains 78056 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580928.000000 Penalty: 87158.210938
Iteration 392Q: 26 clusters Score -1.545809e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14682 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2588 members 
Mstep: Class 7 contains 196780 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41468 members 
Mstep: Class 10 contains 278805 members 
Mstep: Class 11 contains 59575 members 
Mstep: Class 12 contains 295124 members 
Mstep: Class 13 contains 10412 members 
Mstep: Class 14 contains 31601 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19329 members 
Mstep: Class 17 contains 39702 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22900 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93099 members 
Mstep: Class 24 contains 78054 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580976.000000 Penalty: 87158.210938
Iteration 393Q: 26 clusters Score -1.54581e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14682 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 196762 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41472 members 
Mstep: Class 10 contains 278835 members 
Mstep: Class 11 contains 59573 members 
Mstep: Class 12 contains 295110 members 
Mstep: Class 13 contains 10411 members 
Mstep: Class 14 contains 31601 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19329 members 
Mstep: Class 17 contains 39703 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22897 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93098 members 
Mstep: Class 24 contains 78056 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581056.000000 Penalty: 87158.210938
Iteration 394Q: 26 clusters Score -1.545811e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14682 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196741 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41474 members 
Mstep: Class 10 contains 278846 members 
Mstep: Class 11 contains 59571 members 
Mstep: Class 12 contains 295119 members 
Mstep: Class 13 contains 10412 members 
Mstep: Class 14 contains 31598 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19329 members 
Mstep: Class 17 contains 39704 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22896 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93094 members 
Mstep: Class 24 contains 78060 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581088.000000 Penalty: 87158.210938
Iteration 395Q: 26 clusters Score -1.545811e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14681 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196719 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41477 members 
Mstep: Class 10 contains 278852 members 
Mstep: Class 11 contains 59567 members 
Mstep: Class 12 contains 295132 members 
Mstep: Class 13 contains 10411 members 
Mstep: Class 14 contains 31599 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19329 members 
Mstep: Class 17 contains 39704 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22896 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93094 members 
Mstep: Class 24 contains 78064 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581056.000000 Penalty: 87158.210938
Iteration 396Q: 26 clusters Score -1.545811e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14680 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196709 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41477 members 
Mstep: Class 10 contains 278857 members 
Mstep: Class 11 contains 59562 members 
Mstep: Class 12 contains 295138 members 
Mstep: Class 13 contains 10414 members 
Mstep: Class 14 contains 31597 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19329 members 
Mstep: Class 17 contains 39705 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22895 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93092 members 
Mstep: Class 24 contains 78069 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581136.000000 Penalty: 87158.210938
Iteration 397Q: 26 clusters Score -1.545811e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14680 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 196692 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41475 members 
Mstep: Class 10 contains 278898 members 
Mstep: Class 11 contains 59550 members 
Mstep: Class 12 contains 295132 members 
Mstep: Class 13 contains 10417 members 
Mstep: Class 14 contains 31594 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19329 members 
Mstep: Class 17 contains 39706 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22894 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93090 members 
Mstep: Class 24 contains 78067 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581024.000000 Penalty: 87158.210938
Iteration 398Q: 26 clusters Score -1.54581e+08 nChanged 94
Entering ConstructFrom: 
Score: -154581024.000000 Penalty: 87158.210938
Entering ConstructFrom: 
Trying to split cluster 1 (25994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Entering Unmasked Estep 
Score: -3236476.250000 Penalty: 2521.073975
	Iteration 0F: 2 clusters Score -3236476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3218484.250000 Penalty: 5042.147949
	Iteration 0F: 3 clusters Score -3218484 nChanged 11676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -3225007.250000 Penalty: 5042.147949
	Iteration 1F: 3 clusters Score -3225007 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -3225487.500000 Penalty: 5042.147949
	Iteration 2Q: 3 clusters Score -3225488 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3225983.750000 Penalty: 5042.147949
	Iteration 3Q: 3 clusters Score -3225984 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -3226622.000000 Penalty: 5042.147949
	Iteration 4Q: 3 clusters Score -3226622 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -3227490.500000 Penalty: 5042.147949
	Iteration 5F: 3 clusters Score -3227490 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -3228577.250000 Penalty: 5042.147949
	Iteration 6F: 3 clusters Score -3228577 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -3229661.750000 Penalty: 5042.147949
	Iteration 7F: 3 clusters Score -3229662 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -3230657.500000 Penalty: 5042.147949
	Iteration 8F: 3 clusters Score -3230658 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -3231459.500000 Penalty: 5042.147949
	Iteration 9F: 3 clusters Score -3231460 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -3232034.250000 Penalty: 5042.147949
	Iteration 10Q: 3 clusters Score -3232034 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -3232457.750000 Penalty: 5042.147949
	Iteration 11Q: 3 clusters Score -3232458 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -3232707.000000 Penalty: 5042.147949
	Iteration 12Q: 3 clusters Score -3232707 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -3232839.250000 Penalty: 5042.147949
	Iteration 13Q: 3 clusters Score -3232839 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3232910.250000 Penalty: 5042.147949
	Iteration 14Q: 3 clusters Score -3232910 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -3232951.750000 Penalty: 5042.147949
	Iteration 15Q: 3 clusters Score -3232952 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -3232978.000000 Penalty: 5042.147949
	Iteration 16Q: 3 clusters Score -3232978 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -3232997.500000 Penalty: 5042.147949
	Iteration 17Q: 3 clusters Score -3232998 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -3233026.500000 Penalty: 5042.147949
	Iteration 18Q: 3 clusters Score -3233026 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -3233032.250000 Penalty: 5042.147949
	Iteration 19Q: 3 clusters Score -3233032 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -3233082.000000 Penalty: 5042.147949
	Iteration 20F: 3 clusters Score -3233082 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -3233091.500000 Penalty: 5042.147949
	Iteration 21Q: 3 clusters Score -3233092 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -3233110.250000 Penalty: 5042.147949
	Iteration 22Q: 3 clusters Score -3233110 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -3233131.250000 Penalty: 5042.147949
	Iteration 23Q: 3 clusters Score -3233131 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -3233155.500000 Penalty: 5042.147949
	Iteration 24Q: 3 clusters Score -3233156 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -3233182.750000 Penalty: 5042.147949
	Iteration 25Q: 3 clusters Score -3233183 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -3233187.500000 Penalty: 5042.147949
	Iteration 26Q: 3 clusters Score -3233188 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -3233195.750000 Penalty: 5042.147949
	Iteration 27Q: 3 clusters Score -3233196 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -3233215.000000 Penalty: 5042.147949
	Iteration 28Q: 3 clusters Score -3233215 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -3233233.750000 Penalty: 5042.147949
	Iteration 29Q: 3 clusters Score -3233234 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -3233236.000000 Penalty: 5042.147949
	Iteration 30Q: 3 clusters Score -3233236 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -3233261.750000 Penalty: 5042.147949
	Iteration 31Q: 3 clusters Score -3233262 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -3233277.250000 Penalty: 5042.147949
	Iteration 32Q: 3 clusters Score -3233277 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -3233281.250000 Penalty: 5042.147949
	Iteration 33Q: 3 clusters Score -3233281 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -3233299.750000 Penalty: 5042.147949
	Iteration 34Q: 3 clusters Score -3233300 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -3233306.000000 Penalty: 5042.147949
	Iteration 35Q: 3 clusters Score -3233306 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -3233318.250000 Penalty: 5042.147949
	Iteration 36Q: 3 clusters Score -3233318 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -3233328.250000 Penalty: 5042.147949
	Iteration 37Q: 3 clusters Score -3233328 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -3233351.750000 Penalty: 5042.147949
	Iteration 38Q: 3 clusters Score -3233352 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -3233365.750000 Penalty: 5042.147949
	Iteration 39Q: 3 clusters Score -3233366 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -3233387.000000 Penalty: 5042.147949
	Iteration 40F: 3 clusters Score -3233387 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -3233399.000000 Penalty: 5042.147949
	Iteration 41Q: 3 clusters Score -3233399 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -3233393.250000 Penalty: 5042.147949
	Iteration 42Q: 3 clusters Score -3233393 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -3233401.000000 Penalty: 5042.147949
	Iteration 43Q: 3 clusters Score -3233401 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -3233411.250000 Penalty: 5042.147949
	Iteration 44Q: 3 clusters Score -3233411 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -3233426.750000 Penalty: 5042.147949
	Iteration 45Q: 3 clusters Score -3233427 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -3233435.750000 Penalty: 5042.147949
	Iteration 46Q: 3 clusters Score -3233436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -3233432.750000 Penalty: 5042.147949
	Iteration 47Q: 3 clusters Score -3233433 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -3233435.000000 Penalty: 5042.147949
	Iteration 48Q: 3 clusters Score -3233435 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -3233437.500000 Penalty: 5042.147949
	Iteration 49Q: 3 clusters Score -3233438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -3233439.750000 Penalty: 5042.147949
	Iteration 50Q: 3 clusters Score -3233440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -3233440.000000 Penalty: 5042.147949
	Iteration 51Q: 3 clusters Score -3233440 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -3233441.500000 Penalty: 5042.147949
	Iteration 52Q: 3 clusters Score -3233442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -3233449.500000 Penalty: 5042.147949
	Iteration 53Q: 3 clusters Score -3233450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -3233447.750000 Penalty: 5042.147949
	Iteration 54Q: 3 clusters Score -3233448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -3233447.500000 Penalty: 5042.147949
	Iteration 55Q: 3 clusters Score -3233448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -3233453.000000 Penalty: 5042.147949
	Iteration 56Q: 3 clusters Score -3233453 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -3233462.500000 Penalty: 5042.147949
	Iteration 57Q: 3 clusters Score -3233462 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -3233460.250000 Penalty: 5042.147949
	Iteration 58Q: 3 clusters Score -3233460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -3233469.000000 Penalty: 5042.147949
	Iteration 59Q: 3 clusters Score -3233469 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -3233479.750000 Penalty: 5042.147949
	Iteration 60F: 3 clusters Score -3233480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -3233484.250000 Penalty: 5042.147949
	Iteration 61Q: 3 clusters Score -3233484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -3233488.250000 Penalty: 5042.147949
	Iteration 62Q: 3 clusters Score -3233488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -3233498.000000 Penalty: 5042.147949
	Iteration 63Q: 3 clusters Score -3233498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -3233497.500000 Penalty: 5042.147949
	Iteration 64Q: 3 clusters Score -3233498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -3233503.500000 Penalty: 5042.147949
	Iteration 65Q: 3 clusters Score -3233504 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -3233522.000000 Penalty: 5042.147949
	Iteration 66Q: 3 clusters Score -3233522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -3233519.500000 Penalty: 5042.147949
	Iteration 67Q: 3 clusters Score -3233520 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3233526.250000 Penalty: 5042.147949
	Iteration 68Q: 3 clusters Score -3233526 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -3233531.500000 Penalty: 5042.147949
	Iteration 69Q: 3 clusters Score -3233532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -3233541.500000 Penalty: 5042.147949
	Iteration 70Q: 3 clusters Score -3233542 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3233549.500000 Penalty: 5042.147949
	Iteration 71Q: 3 clusters Score -3233550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -3233555.500000 Penalty: 5042.147949
	Iteration 72Q: 3 clusters Score -3233556 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -3233577.750000 Penalty: 5042.147949
	Iteration 73Q: 3 clusters Score -3233578 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -3233586.000000 Penalty: 5042.147949
	Iteration 74Q: 3 clusters Score -3233586 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -3233606.250000 Penalty: 5042.147949
	Iteration 75Q: 3 clusters Score -3233606 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -3233623.000000 Penalty: 5042.147949
	Iteration 76Q: 3 clusters Score -3233623 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -3233646.250000 Penalty: 5042.147949
	Iteration 77Q: 3 clusters Score -3233646 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -3233662.250000 Penalty: 5042.147949
	Iteration 78Q: 3 clusters Score -3233662 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -3233688.000000 Penalty: 5042.147949
	Iteration 79Q: 3 clusters Score -3233688 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3233708.250000 Penalty: 5042.147949
	Iteration 80F: 3 clusters Score -3233708 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3233723.000000 Penalty: 5042.147949
	Iteration 81Q: 3 clusters Score -3233723 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -3233735.250000 Penalty: 5042.147949
	Iteration 82Q: 3 clusters Score -3233735 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -3233750.750000 Penalty: 5042.147949
	Iteration 83Q: 3 clusters Score -3233751 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3233751.500000 Penalty: 5042.147949
	Iteration 84Q: 3 clusters Score -3233752 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3233765.250000 Penalty: 5042.147949
	Iteration 85Q: 3 clusters Score -3233765 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3233774.000000 Penalty: 5042.147949
	Iteration 86Q: 3 clusters Score -3233774 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3233797.000000 Penalty: 5042.147949
	Iteration 87Q: 3 clusters Score -3233797 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3233818.250000 Penalty: 5042.147949
	Iteration 88Q: 3 clusters Score -3233818 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -3233838.250000 Penalty: 5042.147949
	Iteration 89Q: 3 clusters Score -3233838 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3233849.000000 Penalty: 5042.147949
	Iteration 90Q: 3 clusters Score -3233849 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -3233875.500000 Penalty: 5042.147949
	Iteration 91Q: 3 clusters Score -3233876 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3233875.500000 Penalty: 5042.147949
	Iteration 92Q: 3 clusters Score -3233876 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3233891.500000 Penalty: 5042.147949
	Iteration 93Q: 3 clusters Score -3233892 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3233918.000000 Penalty: 5042.147949
	Iteration 94Q: 3 clusters Score -3233918 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3233935.250000 Penalty: 5042.147949
	Iteration 95Q: 3 clusters Score -3233935 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3233938.500000 Penalty: 5042.147949
	Iteration 96Q: 3 clusters Score -3233938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3233955.500000 Penalty: 5042.147949
	Iteration 97Q: 3 clusters Score -3233956 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3233972.250000 Penalty: 5042.147949
	Iteration 98Q: 3 clusters Score -3233972 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -3233987.500000 Penalty: 5042.147949
	Iteration 99Q: 3 clusters Score -3233988 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3233994.000000 Penalty: 5042.147949
	Iteration 100F: 3 clusters Score -3233994 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3234002.750000 Penalty: 5042.147949
	Iteration 101Q: 3 clusters Score -3234003 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3234032.750000 Penalty: 5042.147949
	Iteration 102Q: 3 clusters Score -3234033 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3234052.000000 Penalty: 5042.147949
	Iteration 103Q: 3 clusters Score -3234052 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3234058.500000 Penalty: 5042.147949
	Iteration 104Q: 3 clusters Score -3234058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3234066.250000 Penalty: 5042.147949
	Iteration 105Q: 3 clusters Score -3234066 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3234084.250000 Penalty: 5042.147949
	Iteration 106Q: 3 clusters Score -3234084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3234090.750000 Penalty: 5042.147949
	Iteration 107Q: 3 clusters Score -3234091 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3234092.500000 Penalty: 5042.147949
	Iteration 108Q: 3 clusters Score -3234092 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3234115.000000 Penalty: 5042.147949
	Iteration 109Q: 3 clusters Score -3234115 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3234127.000000 Penalty: 5042.147949
	Iteration 110Q: 3 clusters Score -3234127 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3234141.250000 Penalty: 5042.147949
	Iteration 111Q: 3 clusters Score -3234141 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3234143.250000 Penalty: 5042.147949
	Iteration 112Q: 3 clusters Score -3234143 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3234171.000000 Penalty: 5042.147949
	Iteration 113Q: 3 clusters Score -3234171 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3234188.000000 Penalty: 5042.147949
	Iteration 114Q: 3 clusters Score -3234188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3234194.250000 Penalty: 5042.147949
	Iteration 115Q: 3 clusters Score -3234194 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3234196.000000 Penalty: 5042.147949
	Iteration 116Q: 3 clusters Score -3234196 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3234198.000000 Penalty: 5042.147949
	Iteration 117Q: 3 clusters Score -3234198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3234215.250000 Penalty: 5042.147949
	Iteration 118Q: 3 clusters Score -3234215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3234215.250000 Penalty: 5042.147949
	Iteration 119Q: 3 clusters Score -3234215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3234221.500000 Penalty: 5042.147949
	Iteration 120F: 3 clusters Score -3234222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3234231.250000 Penalty: 5042.147949
	Iteration 121Q: 3 clusters Score -3234231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3234240.750000 Penalty: 5042.147949
	Iteration 122Q: 3 clusters Score -3234241 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3234255.250000 Penalty: 5042.147949
	Iteration 123Q: 3 clusters Score -3234255 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3234258.250000 Penalty: 5042.147949
	Iteration 124Q: 3 clusters Score -3234258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3234264.500000 Penalty: 5042.147949
	Iteration 125Q: 3 clusters Score -3234264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3234276.000000 Penalty: 5042.147949
	Iteration 126Q: 3 clusters Score -3234276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3234288.750000 Penalty: 5042.147949
	Iteration 127Q: 3 clusters Score -3234289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3234285.750000 Penalty: 5042.147949
	Iteration 128Q: 3 clusters Score -3234286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3234296.500000 Penalty: 5042.147949
	Iteration 129Q: 3 clusters Score -3234296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3234306.000000 Penalty: 5042.147949
	Iteration 130Q: 3 clusters Score -3234306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3234302.000000 Penalty: 5042.147949
	Iteration 131Q: 3 clusters Score -3234302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3234306.500000 Penalty: 5042.147949
	Iteration 132Q: 3 clusters Score -3234306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3234318.500000 Penalty: 5042.147949
	Iteration 133Q: 3 clusters Score -3234318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3234327.000000 Penalty: 5042.147949
	Iteration 134Q: 3 clusters Score -3234327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3234328.000000 Penalty: 5042.147949
	Iteration 135Q: 3 clusters Score -3234328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3234341.000000 Penalty: 5042.147949
	Iteration 136Q: 3 clusters Score -3234341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3234348.250000 Penalty: 5042.147949
	Iteration 137Q: 3 clusters Score -3234348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3234360.750000 Penalty: 5042.147949
	Iteration 138Q: 3 clusters Score -3234361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3234364.000000 Penalty: 5042.147949
	Iteration 139Q: 3 clusters Score -3234364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3234380.500000 Penalty: 5042.147949
	Iteration 140F: 3 clusters Score -3234380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3234382.000000 Penalty: 5042.147949
	Iteration 141Q: 3 clusters Score -3234382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3234392.500000 Penalty: 5042.147949
	Iteration 142Q: 3 clusters Score -3234392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3234398.250000 Penalty: 5042.147949
	Iteration 143Q: 3 clusters Score -3234398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3234408.500000 Penalty: 5042.147949
	Iteration 144Q: 3 clusters Score -3234408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3234413.250000 Penalty: 5042.147949
	Iteration 145Q: 3 clusters Score -3234413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3234420.750000 Penalty: 5042.147949
	Iteration 146Q: 3 clusters Score -3234421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3234422.750000 Penalty: 5042.147949
	Iteration 147Q: 3 clusters Score -3234423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3234425.000000 Penalty: 5042.147949
	Iteration 148Q: 3 clusters Score -3234425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3234433.250000 Penalty: 5042.147949
	Iteration 149Q: 3 clusters Score -3234433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3234437.250000 Penalty: 5042.147949
	Iteration 150Q: 3 clusters Score -3234437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3234440.500000 Penalty: 5042.147949
	Iteration 151Q: 3 clusters Score -3234440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3234440.500000 Penalty: 5042.147949
	Iteration 152Q: 3 clusters Score -3234440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3234449.000000 Penalty: 5042.147949
	Iteration 153Q: 3 clusters Score -3234449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3234452.250000 Penalty: 5042.147949
	Iteration 154Q: 3 clusters Score -3234452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3234453.750000 Penalty: 5042.147949
	Iteration 155Q: 3 clusters Score -3234454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3234460.750000 Penalty: 5042.147949
	Iteration 156Q: 3 clusters Score -3234461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3234456.750000 Penalty: 5042.147949
	Iteration 157Q: 3 clusters Score -3234457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3234462.000000 Penalty: 5042.147949
	Iteration 158Q: 3 clusters Score -3234462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3234466.000000 Penalty: 5042.147949
	Iteration 159Q: 3 clusters Score -3234466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3234467.000000 Penalty: 5042.147949
	Iteration 160F: 3 clusters Score -3234467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3234463.250000 Penalty: 5042.147949
	Iteration 161Q: 3 clusters Score -3234463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3234464.250000 Penalty: 5042.147949
	Iteration 162Q: 3 clusters Score -3234464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3234469.000000 Penalty: 5042.147949
	Iteration 163Q: 3 clusters Score -3234469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3234470.000000 Penalty: 5042.147949
	Iteration 164Q: 3 clusters Score -3234470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3234474.750000 Penalty: 5042.147949
	Iteration 165Q: 3 clusters Score -3234475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3234468.750000 Penalty: 5042.147949
	Iteration 166Q: 3 clusters Score -3234469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3234468.750000 Penalty: 5042.147949
	Iteration 167F: 3 clusters Score -3234469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Entering Unmasked Estep 
Score: -499918.062500 Penalty: 2114.878906
	Iteration 0F: 2 clusters Score -499918.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -495495.781250 Penalty: 4229.757812
	Iteration 0F: 3 clusters Score -495495.8 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -496853.781250 Penalty: 4229.757812
	Iteration 1F: 3 clusters Score -496853.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -497753.375000 Penalty: 4229.757812
	Iteration 2F: 3 clusters Score -497753.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -498748.281250 Penalty: 4229.757812
	Iteration 3F: 3 clusters Score -498748.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -499503.906250 Penalty: 4229.757812
	Iteration 4F: 3 clusters Score -499503.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -499885.250000 Penalty: 4229.757812
	Iteration 5F: 3 clusters Score -499885.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -500089.562500 Penalty: 4229.757812
	Iteration 6F: 3 clusters Score -500089.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -500168.781250 Penalty: 4229.757812
	Iteration 7Q: 3 clusters Score -500168.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -500203.125000 Penalty: 4229.757812
	Iteration 8Q: 3 clusters Score -500203.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -500213.562500 Penalty: 4229.757812
	Iteration 9Q: 3 clusters Score -500213.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -500223.750000 Penalty: 4229.757812
	Iteration 10Q: 3 clusters Score -500223.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -500231.468750 Penalty: 4229.757812
	Iteration 11Q: 3 clusters Score -500231.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -500239.437500 Penalty: 4229.757812
	Iteration 12Q: 3 clusters Score -500239.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -500248.062500 Penalty: 4229.757812
	Iteration 13Q: 3 clusters Score -500248.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -500252.406250 Penalty: 4229.757812
	Iteration 14Q: 3 clusters Score -500252.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -500254.843750 Penalty: 4229.757812
	Iteration 15Q: 3 clusters Score -500254.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -500254.875000 Penalty: 4229.757812
	Iteration 16Q: 3 clusters Score -500254.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -500256.218750 Penalty: 4229.757812
	Iteration 17Q: 3 clusters Score -500256.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -500256.218750 Penalty: 4229.757812
	Iteration 18F: 3 clusters Score -500256.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 3098 members 
Mstep: Class 3 contains 14680 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 196667 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41474 members 
Mstep: Class 10 contains 278923 members 
Mstep: Class 11 contains 59544 members 
Mstep: Class 12 contains 295141 members 
Mstep: Class 13 contains 10418 members 
Mstep: Class 14 contains 31591 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19330 members 
Mstep: Class 17 contains 39706 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22892 members 
Mstep: Class 20 contains 23274 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93085 members 
Mstep: Class 24 contains 78068 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 1955 members 
Entering Unmasked Estep 
Score: -154580800.000000 Penalty: 90644.539062
Splitting cluster 2 changes total score from -154581024.000000 to -154580800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (14680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Entering Unmasked Estep 
Score: -1755768.875000 Penalty: 2379.371826
	Iteration 0F: 2 clusters Score -1755769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1745074.375000 Penalty: 4758.743652
	Iteration 0F: 3 clusters Score -1745074 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1748683.625000 Penalty: 4758.743652
	Iteration 1F: 3 clusters Score -1748684 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1749160.000000 Penalty: 4758.743652
	Iteration 2F: 3 clusters Score -1749160 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1749570.750000 Penalty: 4758.743652
	Iteration 3F: 3 clusters Score -1749571 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1750079.375000 Penalty: 4758.743652
	Iteration 4F: 3 clusters Score -1750079 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1750715.000000 Penalty: 4758.743652
	Iteration 5F: 3 clusters Score -1750715 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1751461.000000 Penalty: 4758.743652
	Iteration 6F: 3 clusters Score -1751461 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1752200.125000 Penalty: 4758.743652
	Iteration 7F: 3 clusters Score -1752200 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1752853.875000 Penalty: 4758.743652
	Iteration 8F: 3 clusters Score -1752854 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1753387.750000 Penalty: 4758.743652
	Iteration 9Q: 3 clusters Score -1753388 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1753758.125000 Penalty: 4758.743652
	Iteration 10Q: 3 clusters Score -1753758 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1753997.875000 Penalty: 4758.743652
	Iteration 11Q: 3 clusters Score -1753998 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1754160.375000 Penalty: 4758.743652
	Iteration 12Q: 3 clusters Score -1754160 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1754288.250000 Penalty: 4758.743652
	Iteration 13Q: 3 clusters Score -1754288 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1754364.625000 Penalty: 4758.743652
	Iteration 14Q: 3 clusters Score -1754365 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1754426.000000 Penalty: 4758.743652
	Iteration 15Q: 3 clusters Score -1754426 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1754479.875000 Penalty: 4758.743652
	Iteration 16Q: 3 clusters Score -1754480 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1754546.625000 Penalty: 4758.743652
	Iteration 17Q: 3 clusters Score -1754547 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1754599.625000 Penalty: 4758.743652
	Iteration 18Q: 3 clusters Score -1754600 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1754640.500000 Penalty: 4758.743652
	Iteration 19Q: 3 clusters Score -1754640 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1754680.875000 Penalty: 4758.743652
	Iteration 20F: 3 clusters Score -1754681 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1754717.000000 Penalty: 4758.743652
	Iteration 21Q: 3 clusters Score -1754717 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1754741.250000 Penalty: 4758.743652
	Iteration 22Q: 3 clusters Score -1754741 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1754759.250000 Penalty: 4758.743652
	Iteration 23Q: 3 clusters Score -1754759 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1754779.375000 Penalty: 4758.743652
	Iteration 24Q: 3 clusters Score -1754779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1754793.250000 Penalty: 4758.743652
	Iteration 25Q: 3 clusters Score -1754793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1754800.500000 Penalty: 4758.743652
	Iteration 26Q: 3 clusters Score -1754800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1754805.125000 Penalty: 4758.743652
	Iteration 27Q: 3 clusters Score -1754805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1754805.375000 Penalty: 4758.743652
	Iteration 28Q: 3 clusters Score -1754805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1754810.375000 Penalty: 4758.743652
	Iteration 29Q: 3 clusters Score -1754810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1754814.125000 Penalty: 4758.743652
	Iteration 30Q: 3 clusters Score -1754814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1754813.625000 Penalty: 4758.743652
	Iteration 31Q: 3 clusters Score -1754814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1754818.125000 Penalty: 4758.743652
	Iteration 32Q: 3 clusters Score -1754818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1754819.000000 Penalty: 4758.743652
	Iteration 33Q: 3 clusters Score -1754819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1754821.250000 Penalty: 4758.743652
	Iteration 34Q: 3 clusters Score -1754821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1754822.000000 Penalty: 4758.743652
	Iteration 35Q: 3 clusters Score -1754822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1754821.250000 Penalty: 4758.743652
	Iteration 36Q: 3 clusters Score -1754821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1754824.000000 Penalty: 4758.743652
	Iteration 37Q: 3 clusters Score -1754824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1754824.375000 Penalty: 4758.743652
	Iteration 38Q: 3 clusters Score -1754824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1754823.625000 Penalty: 4758.743652
	Iteration 39Q: 3 clusters Score -1754824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1754827.375000 Penalty: 4758.743652
	Iteration 40F: 3 clusters Score -1754827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1754828.125000 Penalty: 4758.743652
	Iteration 41Q: 3 clusters Score -1754828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1754825.750000 Penalty: 4758.743652
	Iteration 42Q: 3 clusters Score -1754826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1754829.375000 Penalty: 4758.743652
	Iteration 43Q: 3 clusters Score -1754829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1754832.125000 Penalty: 4758.743652
	Iteration 44Q: 3 clusters Score -1754832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1754834.125000 Penalty: 4758.743652
	Iteration 45Q: 3 clusters Score -1754834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1754837.250000 Penalty: 4758.743652
	Iteration 46Q: 3 clusters Score -1754837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1754836.625000 Penalty: 4758.743652
	Iteration 47Q: 3 clusters Score -1754837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1754837.625000 Penalty: 4758.743652
	Iteration 48Q: 3 clusters Score -1754838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1754841.125000 Penalty: 4758.743652
	Iteration 49Q: 3 clusters Score -1754841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1754841.625000 Penalty: 4758.743652
	Iteration 50Q: 3 clusters Score -1754842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1754841.625000 Penalty: 4758.743652
	Iteration 51F: 3 clusters Score -1754842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Entering Unmasked Estep 
Score: -466513.625000 Penalty: 2058.222900
	Iteration 0F: 2 clusters Score -466513.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -462689.187500 Penalty: 4116.445801
	Iteration 0F: 3 clusters Score -462689.2 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -463666.218750 Penalty: 4116.445801
	Iteration 1F: 3 clusters Score -463666.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -463954.812500 Penalty: 4116.445801
	Iteration 2F: 3 clusters Score -463954.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -464248.750000 Penalty: 4116.445801
	Iteration 3F: 3 clusters Score -464248.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -464557.875000 Penalty: 4116.445801
	Iteration 4F: 3 clusters Score -464557.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -464865.718750 Penalty: 4116.445801
	Iteration 5F: 3 clusters Score -464865.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -465145.906250 Penalty: 4116.445801
	Iteration 6F: 3 clusters Score -465145.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -465403.031250 Penalty: 4116.445801
	Iteration 7F: 3 clusters Score -465403 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -465640.437500 Penalty: 4116.445801
	Iteration 8F: 3 clusters Score -465640.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -465880.250000 Penalty: 4116.445801
	Iteration 9Q: 3 clusters Score -465880.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -466076.937500 Penalty: 4116.445801
	Iteration 10Q: 3 clusters Score -466076.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -466238.906250 Penalty: 4116.445801
	Iteration 11Q: 3 clusters Score -466238.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -466335.375000 Penalty: 4116.445801
	Iteration 12Q: 3 clusters Score -466335.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -466382.093750 Penalty: 4116.445801
	Iteration 13Q: 3 clusters Score -466382.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -466411.468750 Penalty: 4116.445801
	Iteration 14Q: 3 clusters Score -466411.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -466427.125000 Penalty: 4116.445801
	Iteration 15Q: 3 clusters Score -466427.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -466435.218750 Penalty: 4116.445801
	Iteration 16Q: 3 clusters Score -466435.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -466438.656250 Penalty: 4116.445801
	Iteration 17Q: 3 clusters Score -466438.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -466441.593750 Penalty: 4116.445801
	Iteration 18Q: 3 clusters Score -466441.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -466442.875000 Penalty: 4116.445801
	Iteration 19Q: 3 clusters Score -466442.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -466467.812500 Penalty: 4116.445801
	Iteration 20F: 3 clusters Score -466467.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -466490.468750 Penalty: 4116.445801
	Iteration 21Q: 3 clusters Score -466490.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -466493.281250 Penalty: 4116.445801
	Iteration 22Q: 3 clusters Score -466493.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -466494.593750 Penalty: 4116.445801
	Iteration 23Q: 3 clusters Score -466494.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -466494.593750 Penalty: 4116.445801
	Iteration 24F: 3 clusters Score -466494.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Entering Unmasked Estep 
Score: -908367.812500 Penalty: 2238.819580
	Iteration 0F: 2 clusters Score -908367.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -901840.187500 Penalty: 4477.639160
	Iteration 0F: 3 clusters Score -901840.2 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -903771.250000 Penalty: 4477.639160
	Iteration 1F: 3 clusters Score -903771.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -904154.937500 Penalty: 4477.639160
	Iteration 2F: 3 clusters Score -904154.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -904413.812500 Penalty: 4477.639160
	Iteration 3F: 3 clusters Score -904413.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -904632.187500 Penalty: 4477.639160
	Iteration 4Q: 3 clusters Score -904632.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -904854.812500 Penalty: 4477.639160
	Iteration 5Q: 3 clusters Score -904854.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -905073.625000 Penalty: 4477.639160
	Iteration 6Q: 3 clusters Score -905073.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -905291.000000 Penalty: 4477.639160
	Iteration 7Q: 3 clusters Score -905291 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -905495.250000 Penalty: 4477.639160
	Iteration 8Q: 3 clusters Score -905495.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -905685.625000 Penalty: 4477.639160
	Iteration 9Q: 3 clusters Score -905685.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -905891.187500 Penalty: 4477.639160
	Iteration 10Q: 3 clusters Score -905891.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -906076.812500 Penalty: 4477.639160
	Iteration 11Q: 3 clusters Score -906076.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -906235.500000 Penalty: 4477.639160
	Iteration 12Q: 3 clusters Score -906235.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -906351.875000 Penalty: 4477.639160
	Iteration 13Q: 3 clusters Score -906351.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -906435.875000 Penalty: 4477.639160
	Iteration 14Q: 3 clusters Score -906435.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -906501.000000 Penalty: 4477.639160
	Iteration 15Q: 3 clusters Score -906501 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -906547.062500 Penalty: 4477.639160
	Iteration 16Q: 3 clusters Score -906547.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -906583.375000 Penalty: 4477.639160
	Iteration 17Q: 3 clusters Score -906583.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -906602.062500 Penalty: 4477.639160
	Iteration 18Q: 3 clusters Score -906602.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -906622.437500 Penalty: 4477.639160
	Iteration 19Q: 3 clusters Score -906622.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -906638.062500 Penalty: 4477.639160
	Iteration 20F: 3 clusters Score -906638.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -906651.687500 Penalty: 4477.639160
	Iteration 21Q: 3 clusters Score -906651.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -906661.875000 Penalty: 4477.639160
	Iteration 22Q: 3 clusters Score -906661.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -906665.375000 Penalty: 4477.639160
	Iteration 23Q: 3 clusters Score -906665.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -906668.125000 Penalty: 4477.639160
	Iteration 24Q: 3 clusters Score -906668.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -906671.375000 Penalty: 4477.639160
	Iteration 25Q: 3 clusters Score -906671.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -906673.250000 Penalty: 4477.639160
	Iteration 26Q: 3 clusters Score -906673.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -906672.500000 Penalty: 4477.639160
	Iteration 27Q: 3 clusters Score -906672.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -906673.187500 Penalty: 4477.639160
	Iteration 28Q: 3 clusters Score -906673.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -906673.562500 Penalty: 4477.639160
	Iteration 29Q: 3 clusters Score -906673.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -906674.000000 Penalty: 4477.639160
	Iteration 30Q: 3 clusters Score -906674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -906675.062500 Penalty: 4477.639160
	Iteration 31Q: 3 clusters Score -906675.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -906675.062500 Penalty: 4477.639160
	Iteration 32F: 3 clusters Score -906675.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Entering Unmasked Estep 
Score: -291307.187500 Penalty: 1949.038696
	Iteration 0F: 2 clusters Score -291307.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -288387.156250 Penalty: 3898.077393
	Iteration 0F: 3 clusters Score -288387.2 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -289043.750000 Penalty: 3898.077393
	Iteration 1F: 3 clusters Score -289043.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -289214.093750 Penalty: 3898.077393
	Iteration 2F: 3 clusters Score -289214.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -289312.875000 Penalty: 3898.077393
	Iteration 3Q: 3 clusters Score -289312.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -289375.625000 Penalty: 3898.077393
	Iteration 4Q: 3 clusters Score -289375.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -289434.437500 Penalty: 3898.077393
	Iteration 5Q: 3 clusters Score -289434.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -289486.218750 Penalty: 3898.077393
	Iteration 6Q: 3 clusters Score -289486.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -289541.125000 Penalty: 3898.077393
	Iteration 7Q: 3 clusters Score -289541.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -289587.531250 Penalty: 3898.077393
	Iteration 8Q: 3 clusters Score -289587.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -289623.718750 Penalty: 3898.077393
	Iteration 9Q: 3 clusters Score -289623.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -289658.406250 Penalty: 3898.077393
	Iteration 10Q: 3 clusters Score -289658.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -289685.750000 Penalty: 3898.077393
	Iteration 11Q: 3 clusters Score -289685.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -289707.000000 Penalty: 3898.077393
	Iteration 12Q: 3 clusters Score -289707 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -289730.093750 Penalty: 3898.077393
	Iteration 13Q: 3 clusters Score -289730.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -289748.593750 Penalty: 3898.077393
	Iteration 14Q: 3 clusters Score -289748.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -289764.750000 Penalty: 3898.077393
	Iteration 15Q: 3 clusters Score -289764.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -289774.375000 Penalty: 3898.077393
	Iteration 16Q: 3 clusters Score -289774.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -289783.000000 Penalty: 3898.077393
	Iteration 17Q: 3 clusters Score -289783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -289790.343750 Penalty: 3898.077393
	Iteration 18Q: 3 clusters Score -289790.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -289803.218750 Penalty: 3898.077393
	Iteration 19Q: 3 clusters Score -289803.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -289818.468750 Penalty: 3898.077393
	Iteration 20F: 3 clusters Score -289818.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -289828.687500 Penalty: 3898.077393
	Iteration 21Q: 3 clusters Score -289828.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -289832.750000 Penalty: 3898.077393
	Iteration 22Q: 3 clusters Score -289832.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -289835.687500 Penalty: 3898.077393
	Iteration 23Q: 3 clusters Score -289835.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -289841.093750 Penalty: 3898.077393
	Iteration 24Q: 3 clusters Score -289841.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -289846.250000 Penalty: 3898.077393
	Iteration 25Q: 3 clusters Score -289846.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -289850.156250 Penalty: 3898.077393
	Iteration 26Q: 3 clusters Score -289850.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -289852.937500 Penalty: 3898.077393
	Iteration 27Q: 3 clusters Score -289852.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -289856.468750 Penalty: 3898.077393
	Iteration 28Q: 3 clusters Score -289856.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -289860.875000 Penalty: 3898.077393
	Iteration 29Q: 3 clusters Score -289860.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -289868.687500 Penalty: 3898.077393
	Iteration 30Q: 3 clusters Score -289868.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -289876.812500 Penalty: 3898.077393
	Iteration 31Q: 3 clusters Score -289876.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -289881.656250 Penalty: 3898.077393
	Iteration 32Q: 3 clusters Score -289881.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -289889.562500 Penalty: 3898.077393
	Iteration 33Q: 3 clusters Score -289889.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -289894.281250 Penalty: 3898.077393
	Iteration 34Q: 3 clusters Score -289894.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -289898.312500 Penalty: 3898.077393
	Iteration 35Q: 3 clusters Score -289898.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -289902.968750 Penalty: 3898.077393
	Iteration 36Q: 3 clusters Score -289903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -289907.468750 Penalty: 3898.077393
	Iteration 37Q: 3 clusters Score -289907.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -289911.437500 Penalty: 3898.077393
	Iteration 38Q: 3 clusters Score -289911.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -289914.437500 Penalty: 3898.077393
	Iteration 39Q: 3 clusters Score -289914.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -289916.187500 Penalty: 3898.077393
	Iteration 40F: 3 clusters Score -289916.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -289917.406250 Penalty: 3898.077393
	Iteration 41Q: 3 clusters Score -289917.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -289920.031250 Penalty: 3898.077393
	Iteration 42Q: 3 clusters Score -289920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -289921.156250 Penalty: 3898.077393
	Iteration 43Q: 3 clusters Score -289921.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -289922.875000 Penalty: 3898.077393
	Iteration 44Q: 3 clusters Score -289922.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -289923.906250 Penalty: 3898.077393
	Iteration 45Q: 3 clusters Score -289923.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -289925.093750 Penalty: 3898.077393
	Iteration 46Q: 3 clusters Score -289925.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -289925.250000 Penalty: 3898.077393
	Iteration 47Q: 3 clusters Score -289925.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -289925.250000 Penalty: 3898.077393
	Iteration 48F: 3 clusters Score -289925.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (196667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196667 members 
Entering Unmasked Estep 
Score: -24579842.000000 Penalty: 3022.938232
	Iteration 0F: 2 clusters Score -2.457984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98089 members 
Mstep: Class 2 contains 98578 members 
Entering Unmasked Estep 
Score: -24453582.000000 Penalty: 6045.876465
	Iteration 0F: 3 clusters Score -2.445358e+07 nChanged 94473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93278 members 
Mstep: Class 2 contains 103389 members 
Entering Unmasked Estep 
Score: -24509424.000000 Penalty: 6045.876465
	Iteration 1F: 3 clusters Score -2.450942e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90248 members 
Mstep: Class 2 contains 106419 members 
Entering Unmasked Estep 
Score: -24510972.000000 Penalty: 6045.876465
	Iteration 2Q: 3 clusters Score -2.451097e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85283 members 
Mstep: Class 2 contains 111384 members 
Entering Unmasked Estep 
Score: -24514040.000000 Penalty: 6045.876465
	Iteration 3Q: 3 clusters Score -2.451404e+07 nChanged 10594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77515 members 
Mstep: Class 2 contains 119152 members 
Entering Unmasked Estep 
Score: -24519532.000000 Penalty: 6045.876465
	Iteration 4F: 3 clusters Score -2.451953e+07 nChanged 13830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66511 members 
Mstep: Class 2 contains 130156 members 
Entering Unmasked Estep 
Score: -24529032.000000 Penalty: 6045.876465
	Iteration 5F: 3 clusters Score -2.452903e+07 nChanged 16473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52634 members 
Mstep: Class 2 contains 144033 members 
Entering Unmasked Estep 
Score: -24542210.000000 Penalty: 6045.876465
	Iteration 6F: 3 clusters Score -2.454221e+07 nChanged 16198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 158301 members 
Entering Unmasked Estep 
Score: -24555778.000000 Penalty: 6045.876465
	Iteration 7F: 3 clusters Score -2.455578e+07 nChanged 12879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 170280 members 
Entering Unmasked Estep 
Score: -24566240.000000 Penalty: 6045.876465
	Iteration 8F: 3 clusters Score -2.456624e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 178839 members 
Entering Unmasked Estep 
Score: -24572084.000000 Penalty: 6045.876465
	Iteration 9Q: 3 clusters Score -2.457208e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 184334 members 
Entering Unmasked Estep 
Score: -24575206.000000 Penalty: 6045.876465
	Iteration 10Q: 3 clusters Score -2.457521e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 187724 members 
Entering Unmasked Estep 
Score: -24576796.000000 Penalty: 6045.876465
	Iteration 11Q: 3 clusters Score -2.45768e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 189838 members 
Entering Unmasked Estep 
Score: -24577794.000000 Penalty: 6045.876465
	Iteration 12Q: 3 clusters Score -2.457779e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 191186 members 
Entering Unmasked Estep 
Score: -24578082.000000 Penalty: 6045.876465
	Iteration 13Q: 3 clusters Score -2.457808e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 192032 members 
Entering Unmasked Estep 
Score: -24578186.000000 Penalty: 6045.876465
	Iteration 14Q: 3 clusters Score -2.457819e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 192637 members 
Entering Unmasked Estep 
Score: -24578302.000000 Penalty: 6045.876465
	Iteration 15Q: 3 clusters Score -2.45783e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 193028 members 
Entering Unmasked Estep 
Score: -24578344.000000 Penalty: 6045.876465
	Iteration 16Q: 3 clusters Score -2.457834e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 193274 members 
Entering Unmasked Estep 
Score: -24578390.000000 Penalty: 6045.876465
	Iteration 17Q: 3 clusters Score -2.457839e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 193449 members 
Entering Unmasked Estep 
Score: -24578450.000000 Penalty: 6045.876465
	Iteration 18Q: 3 clusters Score -2.457845e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 193588 members 
Entering Unmasked Estep 
Score: -24578474.000000 Penalty: 6045.876465
	Iteration 19Q: 3 clusters Score -2.457847e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 193689 members 
Entering Unmasked Estep 
Score: -24578454.000000 Penalty: 6045.876465
	Iteration 20F: 3 clusters Score -2.457845e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 193792 members 
Entering Unmasked Estep 
Score: -24578512.000000 Penalty: 6045.876465
	Iteration 21Q: 3 clusters Score -2.457851e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 193860 members 
Entering Unmasked Estep 
Score: -24578526.000000 Penalty: 6045.876465
	Iteration 22Q: 3 clusters Score -2.457853e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 193914 members 
Entering Unmasked Estep 
Score: -24578534.000000 Penalty: 6045.876465
	Iteration 23Q: 3 clusters Score -2.457853e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 193967 members 
Entering Unmasked Estep 
Score: -24578594.000000 Penalty: 6045.876465
	Iteration 24Q: 3 clusters Score -2.457859e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 194024 members 
Entering Unmasked Estep 
Score: -24578670.000000 Penalty: 6045.876465
	Iteration 25Q: 3 clusters Score -2.457867e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 194062 members 
Entering Unmasked Estep 
Score: -24578772.000000 Penalty: 6045.876465
	Iteration 26Q: 3 clusters Score -2.457877e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 194080 members 
Entering Unmasked Estep 
Score: -24578874.000000 Penalty: 6045.876465
	Iteration 27Q: 3 clusters Score -2.457887e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 194081 members 
Entering Unmasked Estep 
Score: -24578966.000000 Penalty: 6045.876465
	Iteration 28Q: 3 clusters Score -2.457897e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 194065 members 
Entering Unmasked Estep 
Score: -24579056.000000 Penalty: 6045.876465
	Iteration 29Q: 3 clusters Score -2.457906e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 194032 members 
Entering Unmasked Estep 
Score: -24579116.000000 Penalty: 6045.876465
	Iteration 30Q: 3 clusters Score -2.457912e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 193980 members 
Entering Unmasked Estep 
Score: -24579200.000000 Penalty: 6045.876465
	Iteration 31Q: 3 clusters Score -2.45792e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 193930 members 
Entering Unmasked Estep 
Score: -24579248.000000 Penalty: 6045.876465
	Iteration 32Q: 3 clusters Score -2.457925e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 193898 members 
Entering Unmasked Estep 
Score: -24579232.000000 Penalty: 6045.876465
	Iteration 33Q: 3 clusters Score -2.457923e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 193867 members 
Entering Unmasked Estep 
Score: -24579304.000000 Penalty: 6045.876465
	Iteration 34Q: 3 clusters Score -2.45793e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 193823 members 
Entering Unmasked Estep 
Score: -24579324.000000 Penalty: 6045.876465
	Iteration 35Q: 3 clusters Score -2.457932e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 193791 members 
Entering Unmasked Estep 
Score: -24579414.000000 Penalty: 6045.876465
	Iteration 36Q: 3 clusters Score -2.457941e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 193745 members 
Entering Unmasked Estep 
Score: -24579428.000000 Penalty: 6045.876465
	Iteration 37Q: 3 clusters Score -2.457943e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 193716 members 
Entering Unmasked Estep 
Score: -24579444.000000 Penalty: 6045.876465
	Iteration 38Q: 3 clusters Score -2.457944e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 193689 members 
Entering Unmasked Estep 
Score: -24579468.000000 Penalty: 6045.876465
	Iteration 39Q: 3 clusters Score -2.457947e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 193652 members 
Entering Unmasked Estep 
Score: -24579524.000000 Penalty: 6045.876465
	Iteration 40F: 3 clusters Score -2.457952e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 193620 members 
Entering Unmasked Estep 
Score: -24579538.000000 Penalty: 6045.876465
	Iteration 41Q: 3 clusters Score -2.457954e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 193599 members 
Entering Unmasked Estep 
Score: -24579512.000000 Penalty: 6045.876465
	Iteration 42Q: 3 clusters Score -2.457951e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 193579 members 
Entering Unmasked Estep 
Score: -24579544.000000 Penalty: 6045.876465
	Iteration 43Q: 3 clusters Score -2.457954e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 193564 members 
Entering Unmasked Estep 
Score: -24579534.000000 Penalty: 6045.876465
	Iteration 44Q: 3 clusters Score -2.457953e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 193548 members 
Entering Unmasked Estep 
Score: -24579548.000000 Penalty: 6045.876465
	Iteration 45Q: 3 clusters Score -2.457955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 193535 members 
Entering Unmasked Estep 
Score: -24579566.000000 Penalty: 6045.876465
	Iteration 46Q: 3 clusters Score -2.457957e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 193524 members 
Entering Unmasked Estep 
Score: -24579548.000000 Penalty: 6045.876465
	Iteration 47Q: 3 clusters Score -2.457955e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 193509 members 
Entering Unmasked Estep 
Score: -24579576.000000 Penalty: 6045.876465
	Iteration 48Q: 3 clusters Score -2.457958e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 193503 members 
Entering Unmasked Estep 
Score: -24579594.000000 Penalty: 6045.876465
	Iteration 49Q: 3 clusters Score -2.457959e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 193504 members 
Entering Unmasked Estep 
Score: -24579592.000000 Penalty: 6045.876465
	Iteration 50Q: 3 clusters Score -2.457959e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 193504 members 
Entering Unmasked Estep 
Score: -24579600.000000 Penalty: 6045.876465
	Iteration 51Q: 3 clusters Score -2.45796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 193500 members 
Entering Unmasked Estep 
Score: -24579608.000000 Penalty: 6045.876465
	Iteration 52Q: 3 clusters Score -2.457961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 193499 members 
Entering Unmasked Estep 
Score: -24579598.000000 Penalty: 6045.876465
	Iteration 53Q: 3 clusters Score -2.45796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 193500 members 
Entering Unmasked Estep 
Score: -24579608.000000 Penalty: 6045.876465
	Iteration 54Q: 3 clusters Score -2.457961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 193503 members 
Entering Unmasked Estep 
Score: -24579610.000000 Penalty: 6045.876465
	Iteration 55Q: 3 clusters Score -2.457961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 193501 members 
Entering Unmasked Estep 
Score: -24579616.000000 Penalty: 6045.876465
	Iteration 56Q: 3 clusters Score -2.457962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 193500 members 
Entering Unmasked Estep 
Score: -24579620.000000 Penalty: 6045.876465
	Iteration 57Q: 3 clusters Score -2.457962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 193501 members 
Entering Unmasked Estep 
Score: -24579624.000000 Penalty: 6045.876465
	Iteration 58Q: 3 clusters Score -2.457962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 193502 members 
Entering Unmasked Estep 
Score: -24579628.000000 Penalty: 6045.876465
	Iteration 59Q: 3 clusters Score -2.457963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 193502 members 
Entering Unmasked Estep 
Score: -24579626.000000 Penalty: 6045.876465
	Iteration 60F: 3 clusters Score -2.457963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 193500 members 
Entering Unmasked Estep 
Score: -24579634.000000 Penalty: 6045.876465
	Iteration 61Q: 3 clusters Score -2.457963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 193499 members 
Entering Unmasked Estep 
Score: -24579618.000000 Penalty: 6045.876465
	Iteration 62Q: 3 clusters Score -2.457962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 193498 members 
Entering Unmasked Estep 
Score: -24579620.000000 Penalty: 6045.876465
	Iteration 63Q: 3 clusters Score -2.457962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 193501 members 
Entering Unmasked Estep 
Score: -24579620.000000 Penalty: 6045.876465
	Iteration 64Q: 3 clusters Score -2.457962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 193499 members 
Entering Unmasked Estep 
Score: -24579610.000000 Penalty: 6045.876465
	Iteration 65Q: 3 clusters Score -2.457961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 193497 members 
Entering Unmasked Estep 
Score: -24579614.000000 Penalty: 6045.876465
	Iteration 66Q: 3 clusters Score -2.457961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 193497 members 
Entering Unmasked Estep 
Score: -24579620.000000 Penalty: 6045.876465
	Iteration 67Q: 3 clusters Score -2.457962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 193495 members 
Entering Unmasked Estep 
Score: -24579626.000000 Penalty: 6045.876465
	Iteration 68Q: 3 clusters Score -2.457963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 193495 members 
Entering Unmasked Estep 
Score: -24579626.000000 Penalty: 6045.876465
	Iteration 69F: 3 clusters Score -2.457963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Entering Unmasked Estep 
Score: -138599.500000 Penalty: 1762.641602
	Iteration 0F: 2 clusters Score -138599.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -136531.812500 Penalty: 3525.283203
	Iteration 0F: 3 clusters Score -136531.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -136856.515625 Penalty: 3525.283203
	Iteration 1F: 3 clusters Score -136856.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -136982.203125 Penalty: 3525.283203
	Iteration 2F: 3 clusters Score -136982.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -137115.125000 Penalty: 3525.283203
	Iteration 3Q: 3 clusters Score -137115.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -137287.781250 Penalty: 3525.283203
	Iteration 4Q: 3 clusters Score -137287.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -137492.546875 Penalty: 3525.283203
	Iteration 5Q: 3 clusters Score -137492.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -137667.531250 Penalty: 3525.283203
	Iteration 6Q: 3 clusters Score -137667.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -137808.171875 Penalty: 3525.283203
	Iteration 7F: 3 clusters Score -137808.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -138017.156250 Penalty: 3525.283203
	Iteration 8Q: 3 clusters Score -138017.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -138372.812500 Penalty: 3525.283203
	Iteration 9F: 3 clusters Score -138372.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -138772.218750 Penalty: 3525.283203
	Iteration 10F: 3 clusters Score -138772.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -139236.484375 Penalty: 3525.283203
	Iteration 11Q: 3 clusters Score -139236.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -139378.218750 Penalty: 3525.283203
	Iteration 12Q: 3 clusters Score -139378.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -139388.015625 Penalty: 3525.283203
	Iteration 13Q: 3 clusters Score -139388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -139397.375000 Penalty: 3525.283203
	Iteration 14Q: 3 clusters Score -139397.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -139398.437500 Penalty: 3525.283203
	Iteration 15Q: 3 clusters Score -139398.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -139398.437500 Penalty: 3525.283203
	Iteration 16F: 3 clusters Score -139398.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14680 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 196667 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 41474 members 
Mstep: Class 10 contains 278923 members 
Mstep: Class 11 contains 59544 members 
Mstep: Class 12 contains 295141 members 
Mstep: Class 13 contains 10418 members 
Mstep: Class 14 contains 31591 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19330 members 
Mstep: Class 17 contains 39706 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22892 members 
Mstep: Class 20 contains 23274 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93085 members 
Mstep: Class 24 contains 78068 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 736 members 
Entering Unmasked Estep 
Score: -154580000.000000 Penalty: 90644.539062
Splitting cluster 8 changes total score from -154581024.000000 to -154580000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Entering Unmasked Estep 
Score: -5174018.000000 Penalty: 2636.939941
	Iteration 0F: 2 clusters Score -5174018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -5146057.000000 Penalty: 5273.879883
	Iteration 0F: 3 clusters Score -5146057 nChanged 18976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -5156491.500000 Penalty: 5273.879883
	Iteration 1F: 3 clusters Score -5156492 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -5157203.500000 Penalty: 5273.879883
	Iteration 2Q: 3 clusters Score -5157204 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -5157956.500000 Penalty: 5273.879883
	Iteration 3Q: 3 clusters Score -5157956 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -5158914.500000 Penalty: 5273.879883
	Iteration 4Q: 3 clusters Score -5158914 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -5160264.000000 Penalty: 5273.879883
	Iteration 5F: 3 clusters Score -5160264 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -5162224.500000 Penalty: 5273.879883
	Iteration 6F: 3 clusters Score -5162224 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -5164704.500000 Penalty: 5273.879883
	Iteration 7F: 3 clusters Score -5164704 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -5167264.500000 Penalty: 5273.879883
	Iteration 8F: 3 clusters Score -5167264 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -5169236.500000 Penalty: 5273.879883
	Iteration 9F: 3 clusters Score -5169236 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -5170417.500000 Penalty: 5273.879883
	Iteration 10Q: 3 clusters Score -5170418 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -5171086.500000 Penalty: 5273.879883
	Iteration 11Q: 3 clusters Score -5171086 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -5171412.500000 Penalty: 5273.879883
	Iteration 12Q: 3 clusters Score -5171412 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -5171609.500000 Penalty: 5273.879883
	Iteration 13Q: 3 clusters Score -5171610 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -5171743.000000 Penalty: 5273.879883
	Iteration 14Q: 3 clusters Score -5171743 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -5171810.500000 Penalty: 5273.879883
	Iteration 15Q: 3 clusters Score -5171810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -5171860.500000 Penalty: 5273.879883
	Iteration 16Q: 3 clusters Score -5171860 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -5171905.000000 Penalty: 5273.879883
	Iteration 17Q: 3 clusters Score -5171905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -5171923.500000 Penalty: 5273.879883
	Iteration 18Q: 3 clusters Score -5171924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -5171944.500000 Penalty: 5273.879883
	Iteration 19Q: 3 clusters Score -5171944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -5171968.000000 Penalty: 5273.879883
	Iteration 20F: 3 clusters Score -5171968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -5171981.000000 Penalty: 5273.879883
	Iteration 21Q: 3 clusters Score -5171981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -5171992.000000 Penalty: 5273.879883
	Iteration 22Q: 3 clusters Score -5171992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -5172000.500000 Penalty: 5273.879883
	Iteration 23Q: 3 clusters Score -5172000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -5172003.500000 Penalty: 5273.879883
	Iteration 24Q: 3 clusters Score -5172004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -5172013.000000 Penalty: 5273.879883
	Iteration 25Q: 3 clusters Score -5172013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -5172005.000000 Penalty: 5273.879883
	Iteration 26Q: 3 clusters Score -5172005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -5172012.000000 Penalty: 5273.879883
	Iteration 27Q: 3 clusters Score -5172012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -5172022.000000 Penalty: 5273.879883
	Iteration 28Q: 3 clusters Score -5172022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -5172025.500000 Penalty: 5273.879883
	Iteration 29Q: 3 clusters Score -5172026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -5172030.500000 Penalty: 5273.879883
	Iteration 30Q: 3 clusters Score -5172030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -5172026.000000 Penalty: 5273.879883
	Iteration 31Q: 3 clusters Score -5172026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -5172032.000000 Penalty: 5273.879883
	Iteration 32Q: 3 clusters Score -5172032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -5172036.500000 Penalty: 5273.879883
	Iteration 33Q: 3 clusters Score -5172036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -5172043.000000 Penalty: 5273.879883
	Iteration 34Q: 3 clusters Score -5172043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -5172044.500000 Penalty: 5273.879883
	Iteration 35Q: 3 clusters Score -5172044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -5172040.000000 Penalty: 5273.879883
	Iteration 36Q: 3 clusters Score -5172040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -5172048.500000 Penalty: 5273.879883
	Iteration 37Q: 3 clusters Score -5172048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -5172048.500000 Penalty: 5273.879883
	Iteration 38F: 3 clusters Score -5172048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (278923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278923 members 
Entering Unmasked Estep 
Score: -34584004.000000 Penalty: 3109.595215
	Iteration 0F: 2 clusters Score -3.4584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139226 members 
Mstep: Class 2 contains 139697 members 
Entering Unmasked Estep 
Score: -34410212.000000 Penalty: 6219.190430
	Iteration 0F: 3 clusters Score -3.441021e+07 nChanged 135048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135932 members 
Mstep: Class 2 contains 142991 members 
Entering Unmasked Estep 
Score: -34490672.000000 Penalty: 6219.190430
	Iteration 1F: 3 clusters Score -3.449067e+07 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132871 members 
Mstep: Class 2 contains 146052 members 
Entering Unmasked Estep 
Score: -34493712.000000 Penalty: 6219.190430
	Iteration 2Q: 3 clusters Score -3.449371e+07 nChanged 11675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127760 members 
Mstep: Class 2 contains 151163 members 
Entering Unmasked Estep 
Score: -34498996.000000 Penalty: 6219.190430
	Iteration 3Q: 3 clusters Score -3.4499e+07 nChanged 15839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119221 members 
Mstep: Class 2 contains 159702 members 
Entering Unmasked Estep 
Score: -34508036.000000 Penalty: 6219.190430
	Iteration 4F: 3 clusters Score -3.450804e+07 nChanged 20182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106401 members 
Mstep: Class 2 contains 172522 members 
Entering Unmasked Estep 
Score: -34521808.000000 Penalty: 6219.190430
	Iteration 5F: 3 clusters Score -3.452181e+07 nChanged 22716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89327 members 
Mstep: Class 2 contains 189596 members 
Entering Unmasked Estep 
Score: -34540160.000000 Penalty: 6219.190430
	Iteration 6F: 3 clusters Score -3.454016e+07 nChanged 21976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71277 members 
Mstep: Class 2 contains 207646 members 
Entering Unmasked Estep 
Score: -34558616.000000 Penalty: 6219.190430
	Iteration 7F: 3 clusters Score -3.455862e+07 nChanged 17491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 222831 members 
Entering Unmasked Estep 
Score: -34571952.000000 Penalty: 6219.190430
	Iteration 8F: 3 clusters Score -3.457195e+07 nChanged 12151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 234304 members 
Entering Unmasked Estep 
Score: -34577804.000000 Penalty: 6219.190430
	Iteration 9Q: 3 clusters Score -3.45778e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 243780 members 
Entering Unmasked Estep 
Score: -34580116.000000 Penalty: 6219.190430
	Iteration 10Q: 3 clusters Score -3.458012e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 251887 members 
Entering Unmasked Estep 
Score: -34581224.000000 Penalty: 6219.190430
	Iteration 11Q: 3 clusters Score -3.458122e+07 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 258618 members 
Entering Unmasked Estep 
Score: -34582704.000000 Penalty: 6219.190430
	Iteration 12Q: 3 clusters Score -3.45827e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 263714 members 
Entering Unmasked Estep 
Score: -34583200.000000 Penalty: 6219.190430
	Iteration 13Q: 3 clusters Score -3.45832e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 267612 members 
Entering Unmasked Estep 
Score: -34583488.000000 Penalty: 6219.190430
	Iteration 14Q: 3 clusters Score -3.458349e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 270388 members 
Entering Unmasked Estep 
Score: -34583424.000000 Penalty: 6219.190430
	Iteration 15Q: 3 clusters Score -3.458342e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 272411 members 
Entering Unmasked Estep 
Score: -34583244.000000 Penalty: 6219.190430
	Iteration 16Q: 3 clusters Score -3.458324e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 273826 members 
Entering Unmasked Estep 
Score: -34583296.000000 Penalty: 6219.190430
	Iteration 17Q: 3 clusters Score -3.45833e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 274869 members 
Entering Unmasked Estep 
Score: -34583012.000000 Penalty: 6219.190430
	Iteration 18Q: 3 clusters Score -3.458301e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 275620 members 
Entering Unmasked Estep 
Score: -34582920.000000 Penalty: 6219.190430
	Iteration 19Q: 3 clusters Score -3.458292e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 276151 members 
Entering Unmasked Estep 
Score: -34583032.000000 Penalty: 6219.190430
	Iteration 20F: 3 clusters Score -3.458303e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 276607 members 
Entering Unmasked Estep 
Score: -34582976.000000 Penalty: 6219.190430
	Iteration 21Q: 3 clusters Score -3.458298e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 276910 members 
Entering Unmasked Estep 
Score: -34582884.000000 Penalty: 6219.190430
	Iteration 22Q: 3 clusters Score -3.458288e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 277137 members 
Entering Unmasked Estep 
Score: -34582752.000000 Penalty: 6219.190430
	Iteration 23Q: 3 clusters Score -3.458275e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 277284 members 
Entering Unmasked Estep 
Score: -34582716.000000 Penalty: 6219.190430
	Iteration 24Q: 3 clusters Score -3.458272e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 277393 members 
Entering Unmasked Estep 
Score: -34582716.000000 Penalty: 6219.190430
	Iteration 25Q: 3 clusters Score -3.458272e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 277473 members 
Entering Unmasked Estep 
Score: -34582700.000000 Penalty: 6219.190430
	Iteration 26Q: 3 clusters Score -3.45827e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 277531 members 
Entering Unmasked Estep 
Score: -34582644.000000 Penalty: 6219.190430
	Iteration 27Q: 3 clusters Score -3.458264e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 277574 members 
Entering Unmasked Estep 
Score: -34582620.000000 Penalty: 6219.190430
	Iteration 28Q: 3 clusters Score -3.458262e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 277607 members 
Entering Unmasked Estep 
Score: -34582616.000000 Penalty: 6219.190430
	Iteration 29Q: 3 clusters Score -3.458262e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 277640 members 
Entering Unmasked Estep 
Score: -34582604.000000 Penalty: 6219.190430
	Iteration 30Q: 3 clusters Score -3.45826e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 277663 members 
Entering Unmasked Estep 
Score: -34582600.000000 Penalty: 6219.190430
	Iteration 31Q: 3 clusters Score -3.45826e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 277695 members 
Entering Unmasked Estep 
Score: -34582616.000000 Penalty: 6219.190430
	Iteration 32Q: 3 clusters Score -3.458262e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 277722 members 
Entering Unmasked Estep 
Score: -34582536.000000 Penalty: 6219.190430
	Iteration 33Q: 3 clusters Score -3.458254e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 277740 members 
Entering Unmasked Estep 
Score: -34582508.000000 Penalty: 6219.190430
	Iteration 34Q: 3 clusters Score -3.458251e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 277762 members 
Entering Unmasked Estep 
Score: -34582508.000000 Penalty: 6219.190430
	Iteration 35Q: 3 clusters Score -3.458251e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 277778 members 
Entering Unmasked Estep 
Score: -34582504.000000 Penalty: 6219.190430
	Iteration 36Q: 3 clusters Score -3.45825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 277785 members 
Entering Unmasked Estep 
Score: -34582496.000000 Penalty: 6219.190430
	Iteration 37Q: 3 clusters Score -3.45825e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 277796 members 
Entering Unmasked Estep 
Score: -34582504.000000 Penalty: 6219.190430
	Iteration 38Q: 3 clusters Score -3.45825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 277802 members 
Entering Unmasked Estep 
Score: -34582476.000000 Penalty: 6219.190430
	Iteration 39Q: 3 clusters Score -3.458248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 277810 members 
Entering Unmasked Estep 
Score: -34582456.000000 Penalty: 6219.190430
	Iteration 40F: 3 clusters Score -3.458246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 277818 members 
Entering Unmasked Estep 
Score: -34582440.000000 Penalty: 6219.190430
	Iteration 41Q: 3 clusters Score -3.458244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 277822 members 
Entering Unmasked Estep 
Score: -34582440.000000 Penalty: 6219.190430
	Iteration 42Q: 3 clusters Score -3.458244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 277824 members 
Entering Unmasked Estep 
Score: -34582416.000000 Penalty: 6219.190430
	Iteration 43Q: 3 clusters Score -3.458242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 277827 members 
Entering Unmasked Estep 
Score: -34582436.000000 Penalty: 6219.190430
	Iteration 44Q: 3 clusters Score -3.458244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 277829 members 
Entering Unmasked Estep 
Score: -34582428.000000 Penalty: 6219.190430
	Iteration 45Q: 3 clusters Score -3.458243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 277835 members 
Entering Unmasked Estep 
Score: -34582416.000000 Penalty: 6219.190430
	Iteration 46Q: 3 clusters Score -3.458242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 277845 members 
Entering Unmasked Estep 
Score: -34582416.000000 Penalty: 6219.190430
	Iteration 47Q: 3 clusters Score -3.458242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 277849 members 
Entering Unmasked Estep 
Score: -34582420.000000 Penalty: 6219.190430
	Iteration 48Q: 3 clusters Score -3.458242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 277850 members 
Entering Unmasked Estep 
Score: -34582408.000000 Penalty: 6219.190430
	Iteration 49Q: 3 clusters Score -3.458241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 277852 members 
Entering Unmasked Estep 
Score: -34582412.000000 Penalty: 6219.190430
	Iteration 50Q: 3 clusters Score -3.458241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 277854 members 
Entering Unmasked Estep 
Score: -34582400.000000 Penalty: 6219.190430
	Iteration 51Q: 3 clusters Score -3.45824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 277856 members 
Entering Unmasked Estep 
Score: -34582436.000000 Penalty: 6219.190430
	Iteration 52Q: 3 clusters Score -3.458244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 277860 members 
Entering Unmasked Estep 
Score: -34582412.000000 Penalty: 6219.190430
	Iteration 53Q: 3 clusters Score -3.458241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 277864 members 
Entering Unmasked Estep 
Score: -34582424.000000 Penalty: 6219.190430
	Iteration 54Q: 3 clusters Score -3.458242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 277866 members 
Entering Unmasked Estep 
Score: -34582420.000000 Penalty: 6219.190430
	Iteration 55Q: 3 clusters Score -3.458242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 277866 members 
Entering Unmasked Estep 
Score: -34582420.000000 Penalty: 6219.190430
	Iteration 56F: 3 clusters Score -3.458242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59544 members 
Entering Unmasked Estep 
Score: -7479497.000000 Penalty: 2726.628662
	Iteration 0F: 2 clusters Score -7479497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -7439400.500000 Penalty: 5453.257324
	Iteration 0F: 3 clusters Score -7439400 nChanged 27804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -7454847.000000 Penalty: 5453.257324
	Iteration 1F: 3 clusters Score -7454847 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -7455495.500000 Penalty: 5453.257324
	Iteration 2Q: 3 clusters Score -7455496 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -7456242.500000 Penalty: 5453.257324
	Iteration 3Q: 3 clusters Score -7456242 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -7457274.000000 Penalty: 5453.257324
	Iteration 4Q: 3 clusters Score -7457274 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -7458707.500000 Penalty: 5453.257324
	Iteration 5Q: 3 clusters Score -7458708 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -7460761.000000 Penalty: 5453.257324
	Iteration 6F: 3 clusters Score -7460761 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -7463604.000000 Penalty: 5453.257324
	Iteration 7F: 3 clusters Score -7463604 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -7467079.500000 Penalty: 5453.257324
	Iteration 8F: 3 clusters Score -7467080 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -7470400.500000 Penalty: 5453.257324
	Iteration 9F: 3 clusters Score -7470400 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -7472824.500000 Penalty: 5453.257324
	Iteration 10Q: 3 clusters Score -7472824 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -7474130.000000 Penalty: 5453.257324
	Iteration 11Q: 3 clusters Score -7474130 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -7474755.500000 Penalty: 5453.257324
	Iteration 12Q: 3 clusters Score -7474756 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48745 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -7475135.000000 Penalty: 5453.257324
	Iteration 13Q: 3 clusters Score -7475135 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -7475393.500000 Penalty: 5453.257324
	Iteration 14Q: 3 clusters Score -7475394 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -7475639.000000 Penalty: 5453.257324
	Iteration 15Q: 3 clusters Score -7475639 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -7475806.000000 Penalty: 5453.257324
	Iteration 16Q: 3 clusters Score -7475806 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -7475934.000000 Penalty: 5453.257324
	Iteration 17Q: 3 clusters Score -7475934 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51646 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -7476076.000000 Penalty: 5453.257324
	Iteration 18Q: 3 clusters Score -7476076 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -7476189.500000 Penalty: 5453.257324
	Iteration 19Q: 3 clusters Score -7476190 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -7476278.000000 Penalty: 5453.257324
	Iteration 20F: 3 clusters Score -7476278 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -7476389.000000 Penalty: 5453.257324
	Iteration 21Q: 3 clusters Score -7476389 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -7476467.500000 Penalty: 5453.257324
	Iteration 22Q: 3 clusters Score -7476468 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -7476586.500000 Penalty: 5453.257324
	Iteration 23Q: 3 clusters Score -7476586 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -7476674.500000 Penalty: 5453.257324
	Iteration 24Q: 3 clusters Score -7476674 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -7476740.000000 Penalty: 5453.257324
	Iteration 25Q: 3 clusters Score -7476740 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -7476815.500000 Penalty: 5453.257324
	Iteration 26Q: 3 clusters Score -7476816 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54649 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -7476879.000000 Penalty: 5453.257324
	Iteration 27Q: 3 clusters Score -7476879 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -7476966.500000 Penalty: 5453.257324
	Iteration 28Q: 3 clusters Score -7476966 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -7477071.500000 Penalty: 5453.257324
	Iteration 29Q: 3 clusters Score -7477072 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -7477120.000000 Penalty: 5453.257324
	Iteration 30Q: 3 clusters Score -7477120 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55531 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -7477196.000000 Penalty: 5453.257324
	Iteration 31Q: 3 clusters Score -7477196 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -7477267.500000 Penalty: 5453.257324
	Iteration 32Q: 3 clusters Score -7477268 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -7477304.000000 Penalty: 5453.257324
	Iteration 33Q: 3 clusters Score -7477304 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56006 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -7477351.000000 Penalty: 5453.257324
	Iteration 34Q: 3 clusters Score -7477351 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -7477392.000000 Penalty: 5453.257324
	Iteration 35Q: 3 clusters Score -7477392 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -7477418.000000 Penalty: 5453.257324
	Iteration 36Q: 3 clusters Score -7477418 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -7477451.500000 Penalty: 5453.257324
	Iteration 37Q: 3 clusters Score -7477452 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56439 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -7477472.500000 Penalty: 5453.257324
	Iteration 38Q: 3 clusters Score -7477472 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -7477475.500000 Penalty: 5453.257324
	Iteration 39Q: 3 clusters Score -7477476 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -7477491.000000 Penalty: 5453.257324
	Iteration 40F: 3 clusters Score -7477491 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56658 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -7477535.000000 Penalty: 5453.257324
	Iteration 41Q: 3 clusters Score -7477535 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -7477577.500000 Penalty: 5453.257324
	Iteration 42Q: 3 clusters Score -7477578 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -7477619.000000 Penalty: 5453.257324
	Iteration 43Q: 3 clusters Score -7477619 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56862 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -7477618.000000 Penalty: 5453.257324
	Iteration 44Q: 3 clusters Score -7477618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -7477640.000000 Penalty: 5453.257324
	Iteration 45Q: 3 clusters Score -7477640 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56962 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -7477643.500000 Penalty: 5453.257324
	Iteration 46Q: 3 clusters Score -7477644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57008 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -7477646.500000 Penalty: 5453.257324
	Iteration 47Q: 3 clusters Score -7477646 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57059 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -7477673.500000 Penalty: 5453.257324
	Iteration 48Q: 3 clusters Score -7477674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57095 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -7477687.500000 Penalty: 5453.257324
	Iteration 49Q: 3 clusters Score -7477688 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -7477690.000000 Penalty: 5453.257324
	Iteration 50Q: 3 clusters Score -7477690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -7477690.500000 Penalty: 5453.257324
	Iteration 51Q: 3 clusters Score -7477690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57199 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -7477706.000000 Penalty: 5453.257324
	Iteration 52Q: 3 clusters Score -7477706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57213 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -7477717.000000 Penalty: 5453.257324
	Iteration 53Q: 3 clusters Score -7477717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57225 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -7477721.500000 Penalty: 5453.257324
	Iteration 54Q: 3 clusters Score -7477722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57240 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -7477730.500000 Penalty: 5453.257324
	Iteration 55Q: 3 clusters Score -7477730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -7477723.000000 Penalty: 5453.257324
	Iteration 56Q: 3 clusters Score -7477723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57267 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -7477735.500000 Penalty: 5453.257324
	Iteration 57Q: 3 clusters Score -7477736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57281 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -7477739.500000 Penalty: 5453.257324
	Iteration 58Q: 3 clusters Score -7477740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57291 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -7477749.000000 Penalty: 5453.257324
	Iteration 59Q: 3 clusters Score -7477749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57295 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -7477753.500000 Penalty: 5453.257324
	Iteration 60F: 3 clusters Score -7477754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -7477735.500000 Penalty: 5453.257324
	Iteration 61Q: 3 clusters Score -7477736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -7477745.000000 Penalty: 5453.257324
	Iteration 62Q: 3 clusters Score -7477745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -7477748.500000 Penalty: 5453.257324
	Iteration 63Q: 3 clusters Score -7477748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57348 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7477759.500000 Penalty: 5453.257324
	Iteration 64Q: 3 clusters Score -7477760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -7477774.500000 Penalty: 5453.257324
	Iteration 65Q: 3 clusters Score -7477774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57370 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7477766.500000 Penalty: 5453.257324
	Iteration 66Q: 3 clusters Score -7477766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57375 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -7477773.500000 Penalty: 5453.257324
	Iteration 67Q: 3 clusters Score -7477774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57379 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -7477771.000000 Penalty: 5453.257324
	Iteration 68Q: 3 clusters Score -7477771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57383 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -7477776.000000 Penalty: 5453.257324
	Iteration 69Q: 3 clusters Score -7477776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -7477774.000000 Penalty: 5453.257324
	Iteration 70Q: 3 clusters Score -7477774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -7477770.500000 Penalty: 5453.257324
	Iteration 71Q: 3 clusters Score -7477770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -7477770.500000 Penalty: 5453.257324
	Iteration 72F: 3 clusters Score -7477770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (295141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295141 members 
Entering Unmasked Estep 
Score: -36607536.000000 Penalty: 3123.611572
	Iteration 0F: 2 clusters Score -3.660754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147550 members 
Mstep: Class 2 contains 147591 members 
Entering Unmasked Estep 
Score: -36424388.000000 Penalty: 6247.223145
	Iteration 0F: 3 clusters Score -3.642439e+07 nChanged 142468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146108 members 
Mstep: Class 2 contains 149033 members 
Entering Unmasked Estep 
Score: -36508832.000000 Penalty: 6247.223145
	Iteration 1F: 3 clusters Score -3.650883e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144854 members 
Mstep: Class 2 contains 150287 members 
Entering Unmasked Estep 
Score: -36510228.000000 Penalty: 6247.223145
	Iteration 2Q: 3 clusters Score -3.651023e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142726 members 
Mstep: Class 2 contains 152415 members 
Entering Unmasked Estep 
Score: -36512032.000000 Penalty: 6247.223145
	Iteration 3Q: 3 clusters Score -3.651203e+07 nChanged 10395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139321 members 
Mstep: Class 2 contains 155820 members 
Entering Unmasked Estep 
Score: -36516200.000000 Penalty: 6247.223145
	Iteration 4Q: 3 clusters Score -3.65162e+07 nChanged 14157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133890 members 
Mstep: Class 2 contains 161251 members 
Entering Unmasked Estep 
Score: -36523304.000000 Penalty: 6247.223145
	Iteration 5Q: 3 clusters Score -3.65233e+07 nChanged 18474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125336 members 
Mstep: Class 2 contains 169805 members 
Entering Unmasked Estep 
Score: -36535044.000000 Penalty: 6247.223145
	Iteration 6F: 3 clusters Score -3.653504e+07 nChanged 22355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112999 members 
Mstep: Class 2 contains 182142 members 
Entering Unmasked Estep 
Score: -36552412.000000 Penalty: 6247.223145
	Iteration 7F: 3 clusters Score -3.655241e+07 nChanged 23513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98948 members 
Mstep: Class 2 contains 196193 members 
Entering Unmasked Estep 
Score: -36572636.000000 Penalty: 6247.223145
	Iteration 8F: 3 clusters Score -3.657264e+07 nChanged 19885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86761 members 
Mstep: Class 2 contains 208380 members 
Entering Unmasked Estep 
Score: -36590048.000000 Penalty: 6247.223145
	Iteration 9F: 3 clusters Score -3.659005e+07 nChanged 13661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77870 members 
Mstep: Class 2 contains 217271 members 
Entering Unmasked Estep 
Score: -36598388.000000 Penalty: 6247.223145
	Iteration 10Q: 3 clusters Score -3.659839e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70574 members 
Mstep: Class 2 contains 224567 members 
Entering Unmasked Estep 
Score: -36602024.000000 Penalty: 6247.223145
	Iteration 11Q: 3 clusters Score -3.660202e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63474 members 
Mstep: Class 2 contains 231667 members 
Entering Unmasked Estep 
Score: -36604288.000000 Penalty: 6247.223145
	Iteration 12Q: 3 clusters Score -3.660429e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 238436 members 
Entering Unmasked Estep 
Score: -36606188.000000 Penalty: 6247.223145
	Iteration 13Q: 3 clusters Score -3.660619e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 244922 members 
Entering Unmasked Estep 
Score: -36607428.000000 Penalty: 6247.223145
	Iteration 14Q: 3 clusters Score -3.660743e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 251152 members 
Entering Unmasked Estep 
Score: -36608252.000000 Penalty: 6247.223145
	Iteration 15Q: 3 clusters Score -3.660825e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 257113 members 
Entering Unmasked Estep 
Score: -36609060.000000 Penalty: 6247.223145
	Iteration 16Q: 3 clusters Score -3.660906e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 262834 members 
Entering Unmasked Estep 
Score: -36609788.000000 Penalty: 6247.223145
	Iteration 17Q: 3 clusters Score -3.660979e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 268253 members 
Entering Unmasked Estep 
Score: -36609668.000000 Penalty: 6247.223145
	Iteration 18Q: 3 clusters Score -3.660967e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 273194 members 
Entering Unmasked Estep 
Score: -36609440.000000 Penalty: 6247.223145
	Iteration 19Q: 3 clusters Score -3.660944e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 277625 members 
Entering Unmasked Estep 
Score: -36609196.000000 Penalty: 6247.223145
	Iteration 20F: 3 clusters Score -3.66092e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 281447 members 
Entering Unmasked Estep 
Score: -36609244.000000 Penalty: 6247.223145
	Iteration 21Q: 3 clusters Score -3.660924e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 284415 members 
Entering Unmasked Estep 
Score: -36608860.000000 Penalty: 6247.223145
	Iteration 22Q: 3 clusters Score -3.660886e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 286771 members 
Entering Unmasked Estep 
Score: -36608452.000000 Penalty: 6247.223145
	Iteration 23Q: 3 clusters Score -3.660845e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 288603 members 
Entering Unmasked Estep 
Score: -36607892.000000 Penalty: 6247.223145
	Iteration 24Q: 3 clusters Score -3.660789e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 289966 members 
Entering Unmasked Estep 
Score: -36607620.000000 Penalty: 6247.223145
	Iteration 25Q: 3 clusters Score -3.660762e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 290958 members 
Entering Unmasked Estep 
Score: -36607396.000000 Penalty: 6247.223145
	Iteration 26Q: 3 clusters Score -3.66074e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 291699 members 
Entering Unmasked Estep 
Score: -36607068.000000 Penalty: 6247.223145
	Iteration 27Q: 3 clusters Score -3.660707e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 292262 members 
Entering Unmasked Estep 
Score: -36606764.000000 Penalty: 6247.223145
	Iteration 28Q: 3 clusters Score -3.660676e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 292658 members 
Entering Unmasked Estep 
Score: -36606524.000000 Penalty: 6247.223145
	Iteration 29Q: 3 clusters Score -3.660652e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 292979 members 
Entering Unmasked Estep 
Score: -36606424.000000 Penalty: 6247.223145
	Iteration 30Q: 3 clusters Score -3.660642e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 293220 members 
Entering Unmasked Estep 
Score: -36606356.000000 Penalty: 6247.223145
	Iteration 31Q: 3 clusters Score -3.660636e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 293412 members 
Entering Unmasked Estep 
Score: -36606296.000000 Penalty: 6247.223145
	Iteration 32Q: 3 clusters Score -3.66063e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 293554 members 
Entering Unmasked Estep 
Score: -36606256.000000 Penalty: 6247.223145
	Iteration 33Q: 3 clusters Score -3.660626e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 293668 members 
Entering Unmasked Estep 
Score: -36606220.000000 Penalty: 6247.223145
	Iteration 34Q: 3 clusters Score -3.660622e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 293754 members 
Entering Unmasked Estep 
Score: -36606228.000000 Penalty: 6247.223145
	Iteration 35Q: 3 clusters Score -3.660623e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 293824 members 
Entering Unmasked Estep 
Score: -36606168.000000 Penalty: 6247.223145
	Iteration 36Q: 3 clusters Score -3.660617e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 293888 members 
Entering Unmasked Estep 
Score: -36606128.000000 Penalty: 6247.223145
	Iteration 37Q: 3 clusters Score -3.660613e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 293935 members 
Entering Unmasked Estep 
Score: -36606080.000000 Penalty: 6247.223145
	Iteration 38Q: 3 clusters Score -3.660608e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 293980 members 
Entering Unmasked Estep 
Score: -36606076.000000 Penalty: 6247.223145
	Iteration 39Q: 3 clusters Score -3.660608e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 294014 members 
Entering Unmasked Estep 
Score: -36606048.000000 Penalty: 6247.223145
	Iteration 40F: 3 clusters Score -3.660605e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 294049 members 
Entering Unmasked Estep 
Score: -36606008.000000 Penalty: 6247.223145
	Iteration 41Q: 3 clusters Score -3.660601e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 294074 members 
Entering Unmasked Estep 
Score: -36606008.000000 Penalty: 6247.223145
	Iteration 42Q: 3 clusters Score -3.660601e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 294090 members 
Entering Unmasked Estep 
Score: -36605996.000000 Penalty: 6247.223145
	Iteration 43Q: 3 clusters Score -3.6606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 294100 members 
Entering Unmasked Estep 
Score: -36605992.000000 Penalty: 6247.223145
	Iteration 44Q: 3 clusters Score -3.660599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 294109 members 
Entering Unmasked Estep 
Score: -36606016.000000 Penalty: 6247.223145
	Iteration 45Q: 3 clusters Score -3.660602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 294120 members 
Entering Unmasked Estep 
Score: -36605984.000000 Penalty: 6247.223145
	Iteration 46Q: 3 clusters Score -3.660598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 294133 members 
Entering Unmasked Estep 
Score: -36605980.000000 Penalty: 6247.223145
	Iteration 47Q: 3 clusters Score -3.660598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 294147 members 
Entering Unmasked Estep 
Score: -36605948.000000 Penalty: 6247.223145
	Iteration 48Q: 3 clusters Score -3.660595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 294156 members 
Entering Unmasked Estep 
Score: -36605972.000000 Penalty: 6247.223145
	Iteration 49Q: 3 clusters Score -3.660597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 294164 members 
Entering Unmasked Estep 
Score: -36605964.000000 Penalty: 6247.223145
	Iteration 50Q: 3 clusters Score -3.660596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 294171 members 
Entering Unmasked Estep 
Score: -36605976.000000 Penalty: 6247.223145
	Iteration 51Q: 3 clusters Score -3.660598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 294178 members 
Entering Unmasked Estep 
Score: -36605952.000000 Penalty: 6247.223145
	Iteration 52Q: 3 clusters Score -3.660595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 294183 members 
Entering Unmasked Estep 
Score: -36605960.000000 Penalty: 6247.223145
	Iteration 53Q: 3 clusters Score -3.660596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 294185 members 
Entering Unmasked Estep 
Score: -36605976.000000 Penalty: 6247.223145
	Iteration 54Q: 3 clusters Score -3.660598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 294186 members 
Entering Unmasked Estep 
Score: -36605964.000000 Penalty: 6247.223145
	Iteration 55Q: 3 clusters Score -3.660596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 294186 members 
Entering Unmasked Estep 
Score: -36605964.000000 Penalty: 6247.223145
	Iteration 56F: 3 clusters Score -3.660596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Entering Unmasked Estep 
Score: -1242441.625000 Penalty: 2294.320068
	Iteration 0F: 2 clusters Score -1242442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1234536.250000 Penalty: 4588.640137
	Iteration 0F: 3 clusters Score -1234536 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1236904.625000 Penalty: 4588.640137
	Iteration 1F: 3 clusters Score -1236905 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1237275.500000 Penalty: 4588.640137
	Iteration 2F: 3 clusters Score -1237276 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1237552.750000 Penalty: 4588.640137
	Iteration 3F: 3 clusters Score -1237553 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1237799.000000 Penalty: 4588.640137
	Iteration 4Q: 3 clusters Score -1237799 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1238005.000000 Penalty: 4588.640137
	Iteration 5Q: 3 clusters Score -1238005 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1238195.625000 Penalty: 4588.640137
	Iteration 6Q: 3 clusters Score -1238196 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1238385.375000 Penalty: 4588.640137
	Iteration 7Q: 3 clusters Score -1238385 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1238570.625000 Penalty: 4588.640137
	Iteration 8Q: 3 clusters Score -1238571 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1238803.875000 Penalty: 4588.640137
	Iteration 9Q: 3 clusters Score -1238804 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1239018.375000 Penalty: 4588.640137
	Iteration 10Q: 3 clusters Score -1239018 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1239217.625000 Penalty: 4588.640137
	Iteration 11Q: 3 clusters Score -1239218 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1239375.375000 Penalty: 4588.640137
	Iteration 12Q: 3 clusters Score -1239375 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1239500.125000 Penalty: 4588.640137
	Iteration 13Q: 3 clusters Score -1239500 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1239600.500000 Penalty: 4588.640137
	Iteration 14Q: 3 clusters Score -1239600 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1239706.125000 Penalty: 4588.640137
	Iteration 15Q: 3 clusters Score -1239706 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1239795.125000 Penalty: 4588.640137
	Iteration 16Q: 3 clusters Score -1239795 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1239875.125000 Penalty: 4588.640137
	Iteration 17Q: 3 clusters Score -1239875 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1239947.250000 Penalty: 4588.640137
	Iteration 18Q: 3 clusters Score -1239947 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1240011.375000 Penalty: 4588.640137
	Iteration 19Q: 3 clusters Score -1240011 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1240072.000000 Penalty: 4588.640137
	Iteration 20F: 3 clusters Score -1240072 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1240132.750000 Penalty: 4588.640137
	Iteration 21Q: 3 clusters Score -1240133 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1240179.750000 Penalty: 4588.640137
	Iteration 22Q: 3 clusters Score -1240180 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1240225.625000 Penalty: 4588.640137
	Iteration 23Q: 3 clusters Score -1240226 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1240271.250000 Penalty: 4588.640137
	Iteration 24Q: 3 clusters Score -1240271 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1240317.250000 Penalty: 4588.640137
	Iteration 25Q: 3 clusters Score -1240317 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1240353.250000 Penalty: 4588.640137
	Iteration 26Q: 3 clusters Score -1240353 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1240388.375000 Penalty: 4588.640137
	Iteration 27Q: 3 clusters Score -1240388 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1240422.000000 Penalty: 4588.640137
	Iteration 28Q: 3 clusters Score -1240422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1240442.875000 Penalty: 4588.640137
	Iteration 29Q: 3 clusters Score -1240443 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1240460.250000 Penalty: 4588.640137
	Iteration 30Q: 3 clusters Score -1240460 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1240477.000000 Penalty: 4588.640137
	Iteration 31Q: 3 clusters Score -1240477 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1240491.500000 Penalty: 4588.640137
	Iteration 32Q: 3 clusters Score -1240492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1240505.500000 Penalty: 4588.640137
	Iteration 33Q: 3 clusters Score -1240506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1240519.375000 Penalty: 4588.640137
	Iteration 34Q: 3 clusters Score -1240519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1240527.625000 Penalty: 4588.640137
	Iteration 35Q: 3 clusters Score -1240528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1240542.250000 Penalty: 4588.640137
	Iteration 36Q: 3 clusters Score -1240542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1240551.125000 Penalty: 4588.640137
	Iteration 37Q: 3 clusters Score -1240551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1240557.125000 Penalty: 4588.640137
	Iteration 38Q: 3 clusters Score -1240557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1240564.625000 Penalty: 4588.640137
	Iteration 39Q: 3 clusters Score -1240565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1240569.750000 Penalty: 4588.640137
	Iteration 40F: 3 clusters Score -1240570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1240572.375000 Penalty: 4588.640137
	Iteration 41Q: 3 clusters Score -1240572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1240575.875000 Penalty: 4588.640137
	Iteration 42Q: 3 clusters Score -1240576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1240577.875000 Penalty: 4588.640137
	Iteration 43Q: 3 clusters Score -1240578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1240577.375000 Penalty: 4588.640137
	Iteration 44Q: 3 clusters Score -1240577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1240582.375000 Penalty: 4588.640137
	Iteration 45Q: 3 clusters Score -1240582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1240583.625000 Penalty: 4588.640137
	Iteration 46Q: 3 clusters Score -1240584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1240590.250000 Penalty: 4588.640137
	Iteration 47Q: 3 clusters Score -1240590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1240596.875000 Penalty: 4588.640137
	Iteration 48Q: 3 clusters Score -1240597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1240602.250000 Penalty: 4588.640137
	Iteration 49Q: 3 clusters Score -1240602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1240605.625000 Penalty: 4588.640137
	Iteration 50Q: 3 clusters Score -1240606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1240605.500000 Penalty: 4588.640137
	Iteration 51Q: 3 clusters Score -1240606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1240608.875000 Penalty: 4588.640137
	Iteration 52Q: 3 clusters Score -1240609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1240606.500000 Penalty: 4588.640137
	Iteration 53Q: 3 clusters Score -1240606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1240606.750000 Penalty: 4588.640137
	Iteration 54Q: 3 clusters Score -1240607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1240608.000000 Penalty: 4588.640137
	Iteration 55Q: 3 clusters Score -1240608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1240609.250000 Penalty: 4588.640137
	Iteration 56Q: 3 clusters Score -1240609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1240609.375000 Penalty: 4588.640137
	Iteration 57Q: 3 clusters Score -1240609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1240609.750000 Penalty: 4588.640137
	Iteration 58Q: 3 clusters Score -1240610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1240611.875000 Penalty: 4588.640137
	Iteration 59Q: 3 clusters Score -1240612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1240611.625000 Penalty: 4588.640137
	Iteration 60F: 3 clusters Score -1240612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1240611.875000 Penalty: 4588.640137
	Iteration 61Q: 3 clusters Score -1240612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1240611.375000 Penalty: 4588.640137
	Iteration 62Q: 3 clusters Score -1240611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1240610.375000 Penalty: 4588.640137
	Iteration 63Q: 3 clusters Score -1240610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1240610.375000 Penalty: 4588.640137
	Iteration 64F: 3 clusters Score -1240610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Entering Unmasked Estep 
Score: -3998128.750000 Penalty: 2569.435547
	Iteration 0F: 2 clusters Score -3998129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -3976682.500000 Penalty: 5138.871094
	Iteration 0F: 3 clusters Score -3976682 nChanged 14152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -3984387.500000 Penalty: 5138.871094
	Iteration 1F: 3 clusters Score -3984388 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -3984901.250000 Penalty: 5138.871094
	Iteration 2Q: 3 clusters Score -3984901 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -3985390.000000 Penalty: 5138.871094
	Iteration 3Q: 3 clusters Score -3985390 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -3985969.500000 Penalty: 5138.871094
	Iteration 4Q: 3 clusters Score -3985970 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -3986661.500000 Penalty: 5138.871094
	Iteration 5Q: 3 clusters Score -3986662 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -3987405.250000 Penalty: 5138.871094
	Iteration 6Q: 3 clusters Score -3987405 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -3988217.000000 Penalty: 5138.871094
	Iteration 7Q: 3 clusters Score -3988217 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -3989161.750000 Penalty: 5138.871094
	Iteration 8F: 3 clusters Score -3989162 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -3990069.500000 Penalty: 5138.871094
	Iteration 9F: 3 clusters Score -3990070 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3990906.250000 Penalty: 5138.871094
	Iteration 10Q: 3 clusters Score -3990906 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -3991529.500000 Penalty: 5138.871094
	Iteration 11Q: 3 clusters Score -3991530 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -3991877.250000 Penalty: 5138.871094
	Iteration 12Q: 3 clusters Score -3991877 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -3992095.250000 Penalty: 5138.871094
	Iteration 13Q: 3 clusters Score -3992095 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -3992235.250000 Penalty: 5138.871094
	Iteration 14Q: 3 clusters Score -3992235 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -3992348.500000 Penalty: 5138.871094
	Iteration 15Q: 3 clusters Score -3992348 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -3992438.000000 Penalty: 5138.871094
	Iteration 16Q: 3 clusters Score -3992438 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -3992492.500000 Penalty: 5138.871094
	Iteration 17Q: 3 clusters Score -3992492 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -3992588.000000 Penalty: 5138.871094
	Iteration 18Q: 3 clusters Score -3992588 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -3992675.250000 Penalty: 5138.871094
	Iteration 19Q: 3 clusters Score -3992675 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -3992751.000000 Penalty: 5138.871094
	Iteration 20F: 3 clusters Score -3992751 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -3992832.500000 Penalty: 5138.871094
	Iteration 21Q: 3 clusters Score -3992832 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -3992931.750000 Penalty: 5138.871094
	Iteration 22Q: 3 clusters Score -3992932 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -3993019.250000 Penalty: 5138.871094
	Iteration 23Q: 3 clusters Score -3993019 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -3993125.250000 Penalty: 5138.871094
	Iteration 24Q: 3 clusters Score -3993125 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -3993188.000000 Penalty: 5138.871094
	Iteration 25Q: 3 clusters Score -3993188 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -3993241.750000 Penalty: 5138.871094
	Iteration 26Q: 3 clusters Score -3993242 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -3993303.000000 Penalty: 5138.871094
	Iteration 27Q: 3 clusters Score -3993303 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -3993376.500000 Penalty: 5138.871094
	Iteration 28Q: 3 clusters Score -3993376 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -3993453.750000 Penalty: 5138.871094
	Iteration 29Q: 3 clusters Score -3993454 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -3993543.750000 Penalty: 5138.871094
	Iteration 30Q: 3 clusters Score -3993544 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -3993631.250000 Penalty: 5138.871094
	Iteration 31Q: 3 clusters Score -3993631 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -3993726.500000 Penalty: 5138.871094
	Iteration 32Q: 3 clusters Score -3993726 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -3993794.000000 Penalty: 5138.871094
	Iteration 33Q: 3 clusters Score -3993794 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -3993887.500000 Penalty: 5138.871094
	Iteration 34Q: 3 clusters Score -3993888 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -3993952.000000 Penalty: 5138.871094
	Iteration 35Q: 3 clusters Score -3993952 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -3994015.500000 Penalty: 5138.871094
	Iteration 36Q: 3 clusters Score -3994016 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -3994071.500000 Penalty: 5138.871094
	Iteration 37Q: 3 clusters Score -3994072 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -3994144.000000 Penalty: 5138.871094
	Iteration 38Q: 3 clusters Score -3994144 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -3994184.750000 Penalty: 5138.871094
	Iteration 39Q: 3 clusters Score -3994185 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -3994239.000000 Penalty: 5138.871094
	Iteration 40F: 3 clusters Score -3994239 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -3994295.250000 Penalty: 5138.871094
	Iteration 41Q: 3 clusters Score -3994295 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -3994347.750000 Penalty: 5138.871094
	Iteration 42Q: 3 clusters Score -3994348 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -3994391.250000 Penalty: 5138.871094
	Iteration 43Q: 3 clusters Score -3994391 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -3994443.250000 Penalty: 5138.871094
	Iteration 44Q: 3 clusters Score -3994443 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -3994469.000000 Penalty: 5138.871094
	Iteration 45Q: 3 clusters Score -3994469 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -3994513.500000 Penalty: 5138.871094
	Iteration 46Q: 3 clusters Score -3994514 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -3994550.250000 Penalty: 5138.871094
	Iteration 47Q: 3 clusters Score -3994550 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -3994598.500000 Penalty: 5138.871094
	Iteration 48Q: 3 clusters Score -3994598 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -3994635.500000 Penalty: 5138.871094
	Iteration 49Q: 3 clusters Score -3994636 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3994666.500000 Penalty: 5138.871094
	Iteration 50Q: 3 clusters Score -3994666 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -3994706.750000 Penalty: 5138.871094
	Iteration 51Q: 3 clusters Score -3994707 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -3994760.000000 Penalty: 5138.871094
	Iteration 52Q: 3 clusters Score -3994760 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -3994806.500000 Penalty: 5138.871094
	Iteration 53Q: 3 clusters Score -3994806 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -3994863.000000 Penalty: 5138.871094
	Iteration 54Q: 3 clusters Score -3994863 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -3994900.750000 Penalty: 5138.871094
	Iteration 55Q: 3 clusters Score -3994901 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -3994953.500000 Penalty: 5138.871094
	Iteration 56Q: 3 clusters Score -3994954 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -3994986.750000 Penalty: 5138.871094
	Iteration 57Q: 3 clusters Score -3994987 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -3995042.250000 Penalty: 5138.871094
	Iteration 58Q: 3 clusters Score -3995042 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -3995091.000000 Penalty: 5138.871094
	Iteration 59Q: 3 clusters Score -3995091 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3995144.500000 Penalty: 5138.871094
	Iteration 60F: 3 clusters Score -3995144 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -3995205.750000 Penalty: 5138.871094
	Iteration 61Q: 3 clusters Score -3995206 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -3995259.500000 Penalty: 5138.871094
	Iteration 62Q: 3 clusters Score -3995260 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -3995311.250000 Penalty: 5138.871094
	Iteration 63Q: 3 clusters Score -3995311 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -3995363.750000 Penalty: 5138.871094
	Iteration 64Q: 3 clusters Score -3995364 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -3995421.500000 Penalty: 5138.871094
	Iteration 65Q: 3 clusters Score -3995422 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -3995453.750000 Penalty: 5138.871094
	Iteration 66Q: 3 clusters Score -3995454 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -3995520.750000 Penalty: 5138.871094
	Iteration 67Q: 3 clusters Score -3995521 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -3995559.750000 Penalty: 5138.871094
	Iteration 68Q: 3 clusters Score -3995560 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3995603.500000 Penalty: 5138.871094
	Iteration 69Q: 3 clusters Score -3995604 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -3995637.250000 Penalty: 5138.871094
	Iteration 70Q: 3 clusters Score -3995637 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -3995684.250000 Penalty: 5138.871094
	Iteration 71Q: 3 clusters Score -3995684 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -3995732.500000 Penalty: 5138.871094
	Iteration 72Q: 3 clusters Score -3995732 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -3995776.250000 Penalty: 5138.871094
	Iteration 73Q: 3 clusters Score -3995776 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -3995828.000000 Penalty: 5138.871094
	Iteration 74Q: 3 clusters Score -3995828 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -3995871.750000 Penalty: 5138.871094
	Iteration 75Q: 3 clusters Score -3995872 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -3995888.750000 Penalty: 5138.871094
	Iteration 76Q: 3 clusters Score -3995889 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -3995925.250000 Penalty: 5138.871094
	Iteration 77Q: 3 clusters Score -3995925 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -3995946.000000 Penalty: 5138.871094
	Iteration 78Q: 3 clusters Score -3995946 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -3995992.750000 Penalty: 5138.871094
	Iteration 79Q: 3 clusters Score -3995993 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -3996010.750000 Penalty: 5138.871094
	Iteration 80F: 3 clusters Score -3996011 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -3996024.000000 Penalty: 5138.871094
	Iteration 81Q: 3 clusters Score -3996024 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -3996031.500000 Penalty: 5138.871094
	Iteration 82Q: 3 clusters Score -3996032 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -3996050.250000 Penalty: 5138.871094
	Iteration 83Q: 3 clusters Score -3996050 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -3996072.500000 Penalty: 5138.871094
	Iteration 84Q: 3 clusters Score -3996072 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -3996089.000000 Penalty: 5138.871094
	Iteration 85Q: 3 clusters Score -3996089 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -3996104.500000 Penalty: 5138.871094
	Iteration 86Q: 3 clusters Score -3996104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -3996098.250000 Penalty: 5138.871094
	Iteration 87Q: 3 clusters Score -3996098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -3996115.000000 Penalty: 5138.871094
	Iteration 88Q: 3 clusters Score -3996115 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -3996128.750000 Penalty: 5138.871094
	Iteration 89Q: 3 clusters Score -3996129 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -3996153.000000 Penalty: 5138.871094
	Iteration 90Q: 3 clusters Score -3996153 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -3996158.500000 Penalty: 5138.871094
	Iteration 91Q: 3 clusters Score -3996158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -3996167.750000 Penalty: 5138.871094
	Iteration 92Q: 3 clusters Score -3996168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -3996177.000000 Penalty: 5138.871094
	Iteration 93Q: 3 clusters Score -3996177 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -3996184.750000 Penalty: 5138.871094
	Iteration 94Q: 3 clusters Score -3996185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -3996188.250000 Penalty: 5138.871094
	Iteration 95Q: 3 clusters Score -3996188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -3996202.500000 Penalty: 5138.871094
	Iteration 96Q: 3 clusters Score -3996202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -3996213.750000 Penalty: 5138.871094
	Iteration 97Q: 3 clusters Score -3996214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -3996210.500000 Penalty: 5138.871094
	Iteration 98Q: 3 clusters Score -3996210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -3996220.250000 Penalty: 5138.871094
	Iteration 99Q: 3 clusters Score -3996220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -3996227.500000 Penalty: 5138.871094
	Iteration 100F: 3 clusters Score -3996228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -3996235.500000 Penalty: 5138.871094
	Iteration 101Q: 3 clusters Score -3996236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -3996246.750000 Penalty: 5138.871094
	Iteration 102Q: 3 clusters Score -3996247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -3996258.250000 Penalty: 5138.871094
	Iteration 103Q: 3 clusters Score -3996258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -3996262.500000 Penalty: 5138.871094
	Iteration 104Q: 3 clusters Score -3996262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -3996267.500000 Penalty: 5138.871094
	Iteration 105Q: 3 clusters Score -3996268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -3996265.750000 Penalty: 5138.871094
	Iteration 106Q: 3 clusters Score -3996266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -3996276.000000 Penalty: 5138.871094
	Iteration 107Q: 3 clusters Score -3996276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -3996276.500000 Penalty: 5138.871094
	Iteration 108Q: 3 clusters Score -3996276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -3996276.000000 Penalty: 5138.871094
	Iteration 109Q: 3 clusters Score -3996276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -3996280.000000 Penalty: 5138.871094
	Iteration 110Q: 3 clusters Score -3996280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -3996278.000000 Penalty: 5138.871094
	Iteration 111Q: 3 clusters Score -3996278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -3996282.000000 Penalty: 5138.871094
	Iteration 112Q: 3 clusters Score -3996282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -3996286.000000 Penalty: 5138.871094
	Iteration 113Q: 3 clusters Score -3996286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -3996286.750000 Penalty: 5138.871094
	Iteration 114Q: 3 clusters Score -3996287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -3996285.500000 Penalty: 5138.871094
	Iteration 115Q: 3 clusters Score -3996286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -3996282.250000 Penalty: 5138.871094
	Iteration 116Q: 3 clusters Score -3996282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -3996286.000000 Penalty: 5138.871094
	Iteration 117Q: 3 clusters Score -3996286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -3996292.000000 Penalty: 5138.871094
	Iteration 118Q: 3 clusters Score -3996292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -3996293.500000 Penalty: 5138.871094
	Iteration 119Q: 3 clusters Score -3996294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -3996288.000000 Penalty: 5138.871094
	Iteration 120F: 3 clusters Score -3996288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -3996294.750000 Penalty: 5138.871094
	Iteration 121Q: 3 clusters Score -3996295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -3996294.750000 Penalty: 5138.871094
	Iteration 122F: 3 clusters Score -3996295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Entering Unmasked Estep 
Score: -868712.250000 Penalty: 2192.392090
	Iteration 0F: 2 clusters Score -868712.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -863017.562500 Penalty: 4384.784180
	Iteration 0F: 3 clusters Score -863017.6 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -864395.937500 Penalty: 4384.784180
	Iteration 1F: 3 clusters Score -864395.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -864652.812500 Penalty: 4384.784180
	Iteration 2F: 3 clusters Score -864652.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -864806.500000 Penalty: 4384.784180
	Iteration 3Q: 3 clusters Score -864806.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -864900.375000 Penalty: 4384.784180
	Iteration 4Q: 3 clusters Score -864900.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -864974.375000 Penalty: 4384.784180
	Iteration 5Q: 3 clusters Score -864974.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -865032.125000 Penalty: 4384.784180
	Iteration 6Q: 3 clusters Score -865032.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -865083.250000 Penalty: 4384.784180
	Iteration 7Q: 3 clusters Score -865083.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -865116.500000 Penalty: 4384.784180
	Iteration 8Q: 3 clusters Score -865116.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -865148.062500 Penalty: 4384.784180
	Iteration 9Q: 3 clusters Score -865148.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -865177.875000 Penalty: 4384.784180
	Iteration 10Q: 3 clusters Score -865177.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -865202.750000 Penalty: 4384.784180
	Iteration 11Q: 3 clusters Score -865202.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -865229.437500 Penalty: 4384.784180
	Iteration 12Q: 3 clusters Score -865229.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -865259.187500 Penalty: 4384.784180
	Iteration 13Q: 3 clusters Score -865259.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -865285.125000 Penalty: 4384.784180
	Iteration 14Q: 3 clusters Score -865285.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -865305.062500 Penalty: 4384.784180
	Iteration 15Q: 3 clusters Score -865305.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -865317.312500 Penalty: 4384.784180
	Iteration 16Q: 3 clusters Score -865317.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -865326.437500 Penalty: 4384.784180
	Iteration 17Q: 3 clusters Score -865326.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -865338.562500 Penalty: 4384.784180
	Iteration 18Q: 3 clusters Score -865338.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -865349.750000 Penalty: 4384.784180
	Iteration 19Q: 3 clusters Score -865349.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -865362.937500 Penalty: 4384.784180
	Iteration 20F: 3 clusters Score -865362.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -865372.437500 Penalty: 4384.784180
	Iteration 21Q: 3 clusters Score -865372.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -865383.625000 Penalty: 4384.784180
	Iteration 22Q: 3 clusters Score -865383.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -865396.312500 Penalty: 4384.784180
	Iteration 23Q: 3 clusters Score -865396.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -865406.375000 Penalty: 4384.784180
	Iteration 24Q: 3 clusters Score -865406.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -865416.250000 Penalty: 4384.784180
	Iteration 25Q: 3 clusters Score -865416.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -865427.250000 Penalty: 4384.784180
	Iteration 26Q: 3 clusters Score -865427.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -865433.125000 Penalty: 4384.784180
	Iteration 27Q: 3 clusters Score -865433.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -865445.312500 Penalty: 4384.784180
	Iteration 28Q: 3 clusters Score -865445.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -865463.750000 Penalty: 4384.784180
	Iteration 29Q: 3 clusters Score -865463.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -865480.687500 Penalty: 4384.784180
	Iteration 30Q: 3 clusters Score -865480.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -865503.625000 Penalty: 4384.784180
	Iteration 31Q: 3 clusters Score -865503.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -865533.562500 Penalty: 4384.784180
	Iteration 32Q: 3 clusters Score -865533.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -865564.187500 Penalty: 4384.784180
	Iteration 33Q: 3 clusters Score -865564.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -865612.250000 Penalty: 4384.784180
	Iteration 34Q: 3 clusters Score -865612.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -865661.187500 Penalty: 4384.784180
	Iteration 35Q: 3 clusters Score -865661.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -865727.000000 Penalty: 4384.784180
	Iteration 36Q: 3 clusters Score -865727 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -865791.312500 Penalty: 4384.784180
	Iteration 37Q: 3 clusters Score -865791.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -865876.062500 Penalty: 4384.784180
	Iteration 38Q: 3 clusters Score -865876.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -865970.187500 Penalty: 4384.784180
	Iteration 39Q: 3 clusters Score -865970.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -866075.375000 Penalty: 4384.784180
	Iteration 40F: 3 clusters Score -866075.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -866163.375000 Penalty: 4384.784180
	Iteration 41Q: 3 clusters Score -866163.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -866244.125000 Penalty: 4384.784180
	Iteration 42Q: 3 clusters Score -866244.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -866310.437500 Penalty: 4384.784180
	Iteration 43Q: 3 clusters Score -866310.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -866378.437500 Penalty: 4384.784180
	Iteration 44Q: 3 clusters Score -866378.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -866447.062500 Penalty: 4384.784180
	Iteration 45Q: 3 clusters Score -866447.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -866490.375000 Penalty: 4384.784180
	Iteration 46Q: 3 clusters Score -866490.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -866533.250000 Penalty: 4384.784180
	Iteration 47Q: 3 clusters Score -866533.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -866565.562500 Penalty: 4384.784180
	Iteration 48Q: 3 clusters Score -866565.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -866594.625000 Penalty: 4384.784180
	Iteration 49Q: 3 clusters Score -866594.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -866627.437500 Penalty: 4384.784180
	Iteration 50Q: 3 clusters Score -866627.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -866656.750000 Penalty: 4384.784180
	Iteration 51Q: 3 clusters Score -866656.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -866680.750000 Penalty: 4384.784180
	Iteration 52Q: 3 clusters Score -866680.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -866700.250000 Penalty: 4384.784180
	Iteration 53Q: 3 clusters Score -866700.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -866711.312500 Penalty: 4384.784180
	Iteration 54Q: 3 clusters Score -866711.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -866718.687500 Penalty: 4384.784180
	Iteration 55Q: 3 clusters Score -866718.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -866726.812500 Penalty: 4384.784180
	Iteration 56Q: 3 clusters Score -866726.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -866732.625000 Penalty: 4384.784180
	Iteration 57Q: 3 clusters Score -866732.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -866737.125000 Penalty: 4384.784180
	Iteration 58Q: 3 clusters Score -866737.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -866744.062500 Penalty: 4384.784180
	Iteration 59Q: 3 clusters Score -866744.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -866747.312500 Penalty: 4384.784180
	Iteration 60F: 3 clusters Score -866747.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -866750.812500 Penalty: 4384.784180
	Iteration 61Q: 3 clusters Score -866750.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -866757.500000 Penalty: 4384.784180
	Iteration 62Q: 3 clusters Score -866757.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -866767.687500 Penalty: 4384.784180
	Iteration 63Q: 3 clusters Score -866767.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -866774.875000 Penalty: 4384.784180
	Iteration 64Q: 3 clusters Score -866774.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -866777.125000 Penalty: 4384.784180
	Iteration 65Q: 3 clusters Score -866777.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -866783.312500 Penalty: 4384.784180
	Iteration 66Q: 3 clusters Score -866783.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -866789.812500 Penalty: 4384.784180
	Iteration 67Q: 3 clusters Score -866789.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -866790.562500 Penalty: 4384.784180
	Iteration 68Q: 3 clusters Score -866790.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -866794.812500 Penalty: 4384.784180
	Iteration 69Q: 3 clusters Score -866794.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -866798.000000 Penalty: 4384.784180
	Iteration 70Q: 3 clusters Score -866798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -866802.312500 Penalty: 4384.784180
	Iteration 71Q: 3 clusters Score -866802.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -866806.625000 Penalty: 4384.784180
	Iteration 72Q: 3 clusters Score -866806.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -866812.562500 Penalty: 4384.784180
	Iteration 73Q: 3 clusters Score -866812.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -866816.187500 Penalty: 4384.784180
	Iteration 74Q: 3 clusters Score -866816.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -866817.812500 Penalty: 4384.784180
	Iteration 75Q: 3 clusters Score -866817.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -866818.312500 Penalty: 4384.784180
	Iteration 76Q: 3 clusters Score -866818.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -866819.187500 Penalty: 4384.784180
	Iteration 77Q: 3 clusters Score -866819.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -866819.187500 Penalty: 4384.784180
	Iteration 78F: 3 clusters Score -866819.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Entering Unmasked Estep 
Score: -2351122.250000 Penalty: 2447.614502
	Iteration 0F: 2 clusters Score -2351122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2337362.750000 Penalty: 4895.229004
	Iteration 0F: 3 clusters Score -2337363 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2341972.250000 Penalty: 4895.229004
	Iteration 1F: 3 clusters Score -2341972 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2342364.500000 Penalty: 4895.229004
	Iteration 2F: 3 clusters Score -2342364 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2342694.000000 Penalty: 4895.229004
	Iteration 3Q: 3 clusters Score -2342694 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2342954.750000 Penalty: 4895.229004
	Iteration 4Q: 3 clusters Score -2342955 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2343201.750000 Penalty: 4895.229004
	Iteration 5Q: 3 clusters Score -2343202 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2343454.000000 Penalty: 4895.229004
	Iteration 6Q: 3 clusters Score -2343454 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2343709.500000 Penalty: 4895.229004
	Iteration 7Q: 3 clusters Score -2343710 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2343973.250000 Penalty: 4895.229004
	Iteration 8Q: 3 clusters Score -2343973 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2344234.750000 Penalty: 4895.229004
	Iteration 9Q: 3 clusters Score -2344235 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2344510.500000 Penalty: 4895.229004
	Iteration 10Q: 3 clusters Score -2344510 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2344799.500000 Penalty: 4895.229004
	Iteration 11Q: 3 clusters Score -2344800 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2345102.750000 Penalty: 4895.229004
	Iteration 12Q: 3 clusters Score -2345103 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2345456.500000 Penalty: 4895.229004
	Iteration 13Q: 3 clusters Score -2345456 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2345812.750000 Penalty: 4895.229004
	Iteration 14Q: 3 clusters Score -2345813 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2346160.750000 Penalty: 4895.229004
	Iteration 15Q: 3 clusters Score -2346161 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2346521.750000 Penalty: 4895.229004
	Iteration 16Q: 3 clusters Score -2346522 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2346851.000000 Penalty: 4895.229004
	Iteration 17Q: 3 clusters Score -2346851 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2347169.250000 Penalty: 4895.229004
	Iteration 18Q: 3 clusters Score -2347169 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2347465.250000 Penalty: 4895.229004
	Iteration 19Q: 3 clusters Score -2347465 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2347708.750000 Penalty: 4895.229004
	Iteration 20F: 3 clusters Score -2347709 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2347916.250000 Penalty: 4895.229004
	Iteration 21Q: 3 clusters Score -2347916 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2348112.500000 Penalty: 4895.229004
	Iteration 22Q: 3 clusters Score -2348112 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2348305.500000 Penalty: 4895.229004
	Iteration 23Q: 3 clusters Score -2348306 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2348463.000000 Penalty: 4895.229004
	Iteration 24Q: 3 clusters Score -2348463 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2348568.250000 Penalty: 4895.229004
	Iteration 25Q: 3 clusters Score -2348568 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2348653.750000 Penalty: 4895.229004
	Iteration 26Q: 3 clusters Score -2348654 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2348712.250000 Penalty: 4895.229004
	Iteration 27Q: 3 clusters Score -2348712 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2348763.750000 Penalty: 4895.229004
	Iteration 28Q: 3 clusters Score -2348764 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2348805.500000 Penalty: 4895.229004
	Iteration 29Q: 3 clusters Score -2348806 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2348842.750000 Penalty: 4895.229004
	Iteration 30Q: 3 clusters Score -2348843 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2348861.750000 Penalty: 4895.229004
	Iteration 31Q: 3 clusters Score -2348862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2348891.000000 Penalty: 4895.229004
	Iteration 32Q: 3 clusters Score -2348891 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2348920.250000 Penalty: 4895.229004
	Iteration 33Q: 3 clusters Score -2348920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2348943.000000 Penalty: 4895.229004
	Iteration 34Q: 3 clusters Score -2348943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2348952.000000 Penalty: 4895.229004
	Iteration 35Q: 3 clusters Score -2348952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2348973.750000 Penalty: 4895.229004
	Iteration 36Q: 3 clusters Score -2348974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2348987.000000 Penalty: 4895.229004
	Iteration 37Q: 3 clusters Score -2348987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2349002.750000 Penalty: 4895.229004
	Iteration 38Q: 3 clusters Score -2349003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2349020.750000 Penalty: 4895.229004
	Iteration 39Q: 3 clusters Score -2349021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2349026.000000 Penalty: 4895.229004
	Iteration 40F: 3 clusters Score -2349026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2349029.250000 Penalty: 4895.229004
	Iteration 41Q: 3 clusters Score -2349029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2349030.500000 Penalty: 4895.229004
	Iteration 42Q: 3 clusters Score -2349030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2349032.000000 Penalty: 4895.229004
	Iteration 43Q: 3 clusters Score -2349032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2349032.750000 Penalty: 4895.229004
	Iteration 44Q: 3 clusters Score -2349033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2349035.750000 Penalty: 4895.229004
	Iteration 45Q: 3 clusters Score -2349036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2349036.750000 Penalty: 4895.229004
	Iteration 46Q: 3 clusters Score -2349037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2349046.750000 Penalty: 4895.229004
	Iteration 47Q: 3 clusters Score -2349047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2349048.500000 Penalty: 4895.229004
	Iteration 48Q: 3 clusters Score -2349048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2349049.250000 Penalty: 4895.229004
	Iteration 49Q: 3 clusters Score -2349049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2349052.750000 Penalty: 4895.229004
	Iteration 50Q: 3 clusters Score -2349053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2349053.500000 Penalty: 4895.229004
	Iteration 51Q: 3 clusters Score -2349054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2349056.500000 Penalty: 4895.229004
	Iteration 52Q: 3 clusters Score -2349056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2349056.500000 Penalty: 4895.229004
	Iteration 53F: 3 clusters Score -2349056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Entering Unmasked Estep 
Score: -4847350.000000 Penalty: 2626.135742
	Iteration 0F: 2 clusters Score -4847350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -4820627.000000 Penalty: 5252.271484
	Iteration 0F: 3 clusters Score -4820627 nChanged 18094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -4830764.000000 Penalty: 5252.271484
	Iteration 1F: 3 clusters Score -4830764 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -4831602.500000 Penalty: 5252.271484
	Iteration 2Q: 3 clusters Score -4831602 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -4832610.500000 Penalty: 5252.271484
	Iteration 3Q: 3 clusters Score -4832610 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -4833758.000000 Penalty: 5252.271484
	Iteration 4F: 3 clusters Score -4833758 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -4834971.000000 Penalty: 5252.271484
	Iteration 5F: 3 clusters Score -4834971 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -4836426.500000 Penalty: 5252.271484
	Iteration 6F: 3 clusters Score -4836426 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -4838226.500000 Penalty: 5252.271484
	Iteration 7F: 3 clusters Score -4838226 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -4840092.500000 Penalty: 5252.271484
	Iteration 8F: 3 clusters Score -4840092 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -4841861.500000 Penalty: 5252.271484
	Iteration 9F: 3 clusters Score -4841862 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -4843292.500000 Penalty: 5252.271484
	Iteration 10Q: 3 clusters Score -4843292 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -4844130.500000 Penalty: 5252.271484
	Iteration 11Q: 3 clusters Score -4844130 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4844726 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4845124 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -4845331.500000 Penalty: 5252.271484
	Iteration 14Q: 3 clusters Score -4845332 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -4845535.500000 Penalty: 5252.271484
	Iteration 15Q: 3 clusters Score -4845536 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -4845646.500000 Penalty: 5252.271484
	Iteration 16Q: 3 clusters Score -4845646 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -4845743.000000 Penalty: 5252.271484
	Iteration 17Q: 3 clusters Score -4845743 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -4845825.000000 Penalty: 5252.271484
	Iteration 18Q: 3 clusters Score -4845825 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -4845915.000000 Penalty: 5252.271484
	Iteration 19Q: 3 clusters Score -4845915 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -4845980.500000 Penalty: 5252.271484
	Iteration 20F: 3 clusters Score -4845980 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -4846036.500000 Penalty: 5252.271484
	Iteration 21Q: 3 clusters Score -4846036 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -4846090.500000 Penalty: 5252.271484
	Iteration 22Q: 3 clusters Score -4846090 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -4846140.000000 Penalty: 5252.271484
	Iteration 23Q: 3 clusters Score -4846140 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -4846172.000000 Penalty: 5252.271484
	Iteration 24Q: 3 clusters Score -4846172 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -4846226.500000 Penalty: 5252.271484
	Iteration 25Q: 3 clusters Score -4846226 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -4846233.000000 Penalty: 5252.271484
	Iteration 26Q: 3 clusters Score -4846233 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -4846266.000000 Penalty: 5252.271484
	Iteration 27Q: 3 clusters Score -4846266 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -4846301.500000 Penalty: 5252.271484
	Iteration 28Q: 3 clusters Score -4846302 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -4846309.500000 Penalty: 5252.271484
	Iteration 29Q: 3 clusters Score -4846310 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -4846305.000000 Penalty: 5252.271484
	Iteration 30Q: 3 clusters Score -4846305 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -4846316.500000 Penalty: 5252.271484
	Iteration 31Q: 3 clusters Score -4846316 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -4846347.000000 Penalty: 5252.271484
	Iteration 32Q: 3 clusters Score -4846347 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -4846352.500000 Penalty: 5252.271484
	Iteration 33Q: 3 clusters Score -4846352 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -4846358.500000 Penalty: 5252.271484
	Iteration 34Q: 3 clusters Score -4846358 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -4846373.500000 Penalty: 5252.271484
	Iteration 35Q: 3 clusters Score -4846374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -4846377.500000 Penalty: 5252.271484
	Iteration 36Q: 3 clusters Score -4846378 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -4846394.000000 Penalty: 5252.271484
	Iteration 37Q: 3 clusters Score -4846394 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -4846408.500000 Penalty: 5252.271484
	Iteration 38Q: 3 clusters Score -4846408 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -4846421.000000 Penalty: 5252.271484
	Iteration 39Q: 3 clusters Score -4846421 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -4846432.000000 Penalty: 5252.271484
	Iteration 40F: 3 clusters Score -4846432 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -4846445.500000 Penalty: 5252.271484
	Iteration 41Q: 3 clusters Score -4846446 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -4846443.500000 Penalty: 5252.271484
	Iteration 42Q: 3 clusters Score -4846444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -4846453.000000 Penalty: 5252.271484
	Iteration 43Q: 3 clusters Score -4846453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -4846456.000000 Penalty: 5252.271484
	Iteration 44Q: 3 clusters Score -4846456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -4846458.500000 Penalty: 5252.271484
	Iteration 45Q: 3 clusters Score -4846458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -4846460.500000 Penalty: 5252.271484
	Iteration 46Q: 3 clusters Score -4846460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -4846468.000000 Penalty: 5252.271484
	Iteration 47Q: 3 clusters Score -4846468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -4846461.000000 Penalty: 5252.271484
	Iteration 48Q: 3 clusters Score -4846461 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -4846470.500000 Penalty: 5252.271484
	Iteration 49Q: 3 clusters Score -4846470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -4846474.000000 Penalty: 5252.271484
	Iteration 50Q: 3 clusters Score -4846474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -4846479.000000 Penalty: 5252.271484
	Iteration 51Q: 3 clusters Score -4846479 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -4846482.500000 Penalty: 5252.271484
	Iteration 52Q: 3 clusters Score -4846482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -4846480.000000 Penalty: 5252.271484
	Iteration 53Q: 3 clusters Score -4846480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -4846488.500000 Penalty: 5252.271484
	Iteration 54Q: 3 clusters Score -4846488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -4846485.000000 Penalty: 5252.271484
	Iteration 55Q: 3 clusters Score -4846485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -4846483.500000 Penalty: 5252.271484
	Iteration 56Q: 3 clusters Score -4846484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -4846493.000000 Penalty: 5252.271484
	Iteration 57Q: 3 clusters Score -4846493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -4846490.000000 Penalty: 5252.271484
	Iteration 58Q: 3 clusters Score -4846490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -4846486.500000 Penalty: 5252.271484
	Iteration 59Q: 3 clusters Score -4846486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -4846482.500000 Penalty: 5252.271484
	Iteration 60F: 3 clusters Score -4846482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -4846486.500000 Penalty: 5252.271484
	Iteration 61Q: 3 clusters Score -4846486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -4846492.500000 Penalty: 5252.271484
	Iteration 62Q: 3 clusters Score -4846492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -4846501.000000 Penalty: 5252.271484
	Iteration 63Q: 3 clusters Score -4846501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -4846508.000000 Penalty: 5252.271484
	Iteration 64Q: 3 clusters Score -4846508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -4846506.000000 Penalty: 5252.271484
	Iteration 65Q: 3 clusters Score -4846506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -4846499.500000 Penalty: 5252.271484
	Iteration 66Q: 3 clusters Score -4846500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -4846496.500000 Penalty: 5252.271484
	Iteration 67Q: 3 clusters Score -4846496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -4846498.000000 Penalty: 5252.271484
	Iteration 68Q: 3 clusters Score -4846498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -4846499.500000 Penalty: 5252.271484
	Iteration 69Q: 3 clusters Score -4846500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -4846499.500000 Penalty: 5252.271484
	Iteration 70Q: 3 clusters Score -4846500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -4846498.000000 Penalty: 5252.271484
	Iteration 71Q: 3 clusters Score -4846498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -4846505.000000 Penalty: 5252.271484
	Iteration 72Q: 3 clusters Score -4846505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -4846509.500000 Penalty: 5252.271484
	Iteration 73Q: 3 clusters Score -4846510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -4846510.000000 Penalty: 5252.271484
	Iteration 74Q: 3 clusters Score -4846510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -4846511.500000 Penalty: 5252.271484
	Iteration 75Q: 3 clusters Score -4846512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -4846508.000000 Penalty: 5252.271484
	Iteration 76Q: 3 clusters Score -4846508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -4846512.000000 Penalty: 5252.271484
	Iteration 77Q: 3 clusters Score -4846512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -4846512.000000 Penalty: 5252.271484
	Iteration 78Q: 3 clusters Score -4846512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -4846506.000000 Penalty: 5252.271484
	Iteration 79Q: 3 clusters Score -4846506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -4846516.000000 Penalty: 5252.271484
	Iteration 80F: 3 clusters Score -4846516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -4846514.000000 Penalty: 5252.271484
	Iteration 81Q: 3 clusters Score -4846514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -4846528.500000 Penalty: 5252.271484
	Iteration 82Q: 3 clusters Score -4846528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -4846515.000000 Penalty: 5252.271484
	Iteration 83Q: 3 clusters Score -4846515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -4846518.500000 Penalty: 5252.271484
	Iteration 84Q: 3 clusters Score -4846518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -4846511.000000 Penalty: 5252.271484
	Iteration 85Q: 3 clusters Score -4846511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -4846516.000000 Penalty: 5252.271484
	Iteration 86Q: 3 clusters Score -4846516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -4846515.000000 Penalty: 5252.271484
	Iteration 87Q: 3 clusters Score -4846515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -4846521.500000 Penalty: 5252.271484
	Iteration 88Q: 3 clusters Score -4846522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -4846517.500000 Penalty: 5252.271484
	Iteration 89Q: 3 clusters Score -4846518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -4846516.000000 Penalty: 5252.271484
	Iteration 90Q: 3 clusters Score -4846516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -4846517.500000 Penalty: 5252.271484
	Iteration 91Q: 3 clusters Score -4846518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -4846522.000000 Penalty: 5252.271484
	Iteration 92Q: 3 clusters Score -4846522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -4846523.500000 Penalty: 5252.271484
	Iteration 93Q: 3 clusters Score -4846524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -4846518.500000 Penalty: 5252.271484
	Iteration 94Q: 3 clusters Score -4846518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -4846520.500000 Penalty: 5252.271484
	Iteration 95Q: 3 clusters Score -4846520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -4846520.500000 Penalty: 5252.271484
	Iteration 96Q: 3 clusters Score -4846520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -4846521.000000 Penalty: 5252.271484
	Iteration 97Q: 3 clusters Score -4846521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -4846518.500000 Penalty: 5252.271484
	Iteration 98Q: 3 clusters Score -4846518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -4846522.500000 Penalty: 5252.271484
	Iteration 99Q: 3 clusters Score -4846522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -4846523.000000 Penalty: 5252.271484
	Iteration 100F: 3 clusters Score -4846523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -4846527.000000 Penalty: 5252.271484
	Iteration 101Q: 3 clusters Score -4846527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -4846530.000000 Penalty: 5252.271484
	Iteration 102Q: 3 clusters Score -4846530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -4846528.500000 Penalty: 5252.271484
	Iteration 103Q: 3 clusters Score -4846528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
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Entering Unmasked Estep 
Score: -4846530.500000 Penalty: 5252.271484
	Iteration 104Q: 3 clusters Score -4846530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -4846530.500000 Penalty: 5252.271484
	Iteration 105Q: 3 clusters Score -4846530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -4846531.000000 Penalty: 5252.271484
	Iteration 106Q: 3 clusters Score -4846531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -4846527.000000 Penalty: 5252.271484
	Iteration 107Q: 3 clusters Score -4846527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -4846528.500000 Penalty: 5252.271484
	Iteration 108Q: 3 clusters Score -4846528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -4846528.500000 Penalty: 5252.271484
	Iteration 109F: 3 clusters Score -4846528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Entering Unmasked Estep 
Score: -1119466.125000 Penalty: 2270.868652
	Iteration 0F: 2 clusters Score -1119466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1112136.625000 Penalty: 4541.737305
	Iteration 0F: 3 clusters Score -1112137 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1114403.875000 Penalty: 4541.737305
	Iteration 1F: 3 clusters Score -1114404 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1115010.875000 Penalty: 4541.737305
	Iteration 2F: 3 clusters Score -1115011 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1115663.500000 Penalty: 4541.737305
	Iteration 3F: 3 clusters Score -1115664 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1116352.250000 Penalty: 4541.737305
	Iteration 4F: 3 clusters Score -1116352 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1117005.875000 Penalty: 4541.737305
	Iteration 5F: 3 clusters Score -1117006 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1117566.750000 Penalty: 4541.737305
	Iteration 6F: 3 clusters Score -1117567 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1117950.750000 Penalty: 4541.737305
	Iteration 7Q: 3 clusters Score -1117951 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1118194.000000 Penalty: 4541.737305
	Iteration 8Q: 3 clusters Score -1118194 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1118332.375000 Penalty: 4541.737305
	Iteration 9Q: 3 clusters Score -1118332 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1118413.375000 Penalty: 4541.737305
	Iteration 10Q: 3 clusters Score -1118413 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1118466.250000 Penalty: 4541.737305
	Iteration 11Q: 3 clusters Score -1118466 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1118513.500000 Penalty: 4541.737305
	Iteration 12Q: 3 clusters Score -1118514 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1118544.375000 Penalty: 4541.737305
	Iteration 13Q: 3 clusters Score -1118544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1118575.375000 Penalty: 4541.737305
	Iteration 14Q: 3 clusters Score -1118575 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1118600.125000 Penalty: 4541.737305
	Iteration 15Q: 3 clusters Score -1118600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1118614.250000 Penalty: 4541.737305
	Iteration 16Q: 3 clusters Score -1118614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1118625.500000 Penalty: 4541.737305
	Iteration 17Q: 3 clusters Score -1118626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1118637.000000 Penalty: 4541.737305
	Iteration 18Q: 3 clusters Score -1118637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1118645.250000 Penalty: 4541.737305
	Iteration 19Q: 3 clusters Score -1118645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1118654.750000 Penalty: 4541.737305
	Iteration 20F: 3 clusters Score -1118655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1118660.750000 Penalty: 4541.737305
	Iteration 21Q: 3 clusters Score -1118661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1118670.625000 Penalty: 4541.737305
	Iteration 22Q: 3 clusters Score -1118671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1118675.750000 Penalty: 4541.737305
	Iteration 23Q: 3 clusters Score -1118676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1118678.625000 Penalty: 4541.737305
	Iteration 24Q: 3 clusters Score -1118679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1118681.250000 Penalty: 4541.737305
	Iteration 25Q: 3 clusters Score -1118681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1118683.500000 Penalty: 4541.737305
	Iteration 26Q: 3 clusters Score -1118684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1118685.500000 Penalty: 4541.737305
	Iteration 27Q: 3 clusters Score -1118686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1118690.500000 Penalty: 4541.737305
	Iteration 28Q: 3 clusters Score -1118690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1118692.500000 Penalty: 4541.737305
	Iteration 29Q: 3 clusters Score -1118692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1118695.500000 Penalty: 4541.737305
	Iteration 30Q: 3 clusters Score -1118696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1118693.875000 Penalty: 4541.737305
	Iteration 31Q: 3 clusters Score -1118694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1118693.875000 Penalty: 4541.737305
	Iteration 32F: 3 clusters Score -1118694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Entering Unmasked Estep 
Score: -2585076.000000 Penalty: 2489.558594
	Iteration 0F: 2 clusters Score -2585076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2569090.250000 Penalty: 4979.117188
	Iteration 0F: 3 clusters Score -2569090 nChanged 10128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2574700.750000 Penalty: 4979.117188
	Iteration 1F: 3 clusters Score -2574701 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2575281.500000 Penalty: 4979.117188
	Iteration 2F: 3 clusters Score -2575282 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2575991.750000 Penalty: 4979.117188
	Iteration 3F: 3 clusters Score -2575992 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2576943.000000 Penalty: 4979.117188
	Iteration 4F: 3 clusters Score -2576943 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2578145.250000 Penalty: 4979.117188
	Iteration 5F: 3 clusters Score -2578145 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2579438.750000 Penalty: 4979.117188
	Iteration 6F: 3 clusters Score -2579439 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2580583.500000 Penalty: 4979.117188
	Iteration 7F: 3 clusters Score -2580584 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2581527.250000 Penalty: 4979.117188
	Iteration 8Q: 3 clusters Score -2581527 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2582120.750000 Penalty: 4979.117188
	Iteration 9Q: 3 clusters Score -2582121 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2582478.000000 Penalty: 4979.117188
	Iteration 10Q: 3 clusters Score -2582478 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -2582723.250000 Penalty: 4979.117188
	Iteration 11Q: 3 clusters Score -2582723 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -2582910.000000 Penalty: 4979.117188
	Iteration 12Q: 3 clusters Score -2582910 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -2583011.000000 Penalty: 4979.117188
	Iteration 13Q: 3 clusters Score -2583011 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -2583070.750000 Penalty: 4979.117188
	Iteration 14Q: 3 clusters Score -2583071 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2583112.000000 Penalty: 4979.117188
	Iteration 15Q: 3 clusters Score -2583112 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -2583140.750000 Penalty: 4979.117188
	Iteration 16Q: 3 clusters Score -2583141 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -2583166.250000 Penalty: 4979.117188
	Iteration 17Q: 3 clusters Score -2583166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2583182.000000 Penalty: 4979.117188
	Iteration 18Q: 3 clusters Score -2583182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -2583189.000000 Penalty: 4979.117188
	Iteration 19Q: 3 clusters Score -2583189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -2583210.750000 Penalty: 4979.117188
	Iteration 20F: 3 clusters Score -2583211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -2583226.500000 Penalty: 4979.117188
	Iteration 21Q: 3 clusters Score -2583226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -2583235.500000 Penalty: 4979.117188
	Iteration 22Q: 3 clusters Score -2583236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2583238.250000 Penalty: 4979.117188
	Iteration 23Q: 3 clusters Score -2583238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -2583240.750000 Penalty: 4979.117188
	Iteration 24Q: 3 clusters Score -2583241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2583243.750000 Penalty: 4979.117188
	Iteration 25Q: 3 clusters Score -2583244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2583246.000000 Penalty: 4979.117188
	Iteration 26Q: 3 clusters Score -2583246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -2583241.250000 Penalty: 4979.117188
	Iteration 27Q: 3 clusters Score -2583241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -2583241.250000 Penalty: 4979.117188
	Iteration 28F: 3 clusters Score -2583241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Entering Unmasked Estep 
Score: -2807529.000000 Penalty: 2493.662842
	Iteration 0F: 2 clusters Score -2807529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2791372.500000 Penalty: 4987.325684
	Iteration 0F: 3 clusters Score -2791372 nChanged 10276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2796915.500000 Penalty: 4987.325684
	Iteration 1F: 3 clusters Score -2796916 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2797410.250000 Penalty: 4987.325684
	Iteration 2F: 3 clusters Score -2797410 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2797860.000000 Penalty: 4987.325684
	Iteration 3Q: 3 clusters Score -2797860 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2798365.000000 Penalty: 4987.325684
	Iteration 4Q: 3 clusters Score -2798365 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2798937.250000 Penalty: 4987.325684
	Iteration 5Q: 3 clusters Score -2798937 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2799535.750000 Penalty: 4987.325684
	Iteration 6Q: 3 clusters Score -2799536 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2800179.750000 Penalty: 4987.325684
	Iteration 7F: 3 clusters Score -2800180 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2800705.250000 Penalty: 4987.325684
	Iteration 8Q: 3 clusters Score -2800705 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2801133.750000 Penalty: 4987.325684
	Iteration 9Q: 3 clusters Score -2801134 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2801514.500000 Penalty: 4987.325684
	Iteration 10Q: 3 clusters Score -2801514 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2801834.750000 Penalty: 4987.325684
	Iteration 11Q: 3 clusters Score -2801835 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2802102.750000 Penalty: 4987.325684
	Iteration 12Q: 3 clusters Score -2802103 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2802325.000000 Penalty: 4987.325684
	Iteration 13Q: 3 clusters Score -2802325 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2802503.250000 Penalty: 4987.325684
	Iteration 14Q: 3 clusters Score -2802503 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2802658.250000 Penalty: 4987.325684
	Iteration 15Q: 3 clusters Score -2802658 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2802811.250000 Penalty: 4987.325684
	Iteration 16Q: 3 clusters Score -2802811 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2802947.500000 Penalty: 4987.325684
	Iteration 17Q: 3 clusters Score -2802948 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2803064.000000 Penalty: 4987.325684
	Iteration 18Q: 3 clusters Score -2803064 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2803179.500000 Penalty: 4987.325684
	Iteration 19Q: 3 clusters Score -2803180 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2803295.750000 Penalty: 4987.325684
	Iteration 20F: 3 clusters Score -2803296 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2803405.750000 Penalty: 4987.325684
	Iteration 21Q: 3 clusters Score -2803406 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2803511.000000 Penalty: 4987.325684
	Iteration 22Q: 3 clusters Score -2803511 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2803623.000000 Penalty: 4987.325684
	Iteration 23Q: 3 clusters Score -2803623 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2803706.500000 Penalty: 4987.325684
	Iteration 24Q: 3 clusters Score -2803706 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2803802.500000 Penalty: 4987.325684
	Iteration 25Q: 3 clusters Score -2803802 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2803885.750000 Penalty: 4987.325684
	Iteration 26Q: 3 clusters Score -2803886 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2803966.000000 Penalty: 4987.325684
	Iteration 27Q: 3 clusters Score -2803966 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2804074.000000 Penalty: 4987.325684
	Iteration 28Q: 3 clusters Score -2804074 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2804187.250000 Penalty: 4987.325684
	Iteration 29Q: 3 clusters Score -2804187 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2804307.000000 Penalty: 4987.325684
	Iteration 30Q: 3 clusters Score -2804307 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2804390.750000 Penalty: 4987.325684
	Iteration 31Q: 3 clusters Score -2804391 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2804499.250000 Penalty: 4987.325684
	Iteration 32Q: 3 clusters Score -2804499 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2804589.500000 Penalty: 4987.325684
	Iteration 33Q: 3 clusters Score -2804590 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -2804660.250000 Penalty: 4987.325684
	Iteration 34Q: 3 clusters Score -2804660 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2804728.250000 Penalty: 4987.325684
	Iteration 35Q: 3 clusters Score -2804728 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2804806.500000 Penalty: 4987.325684
	Iteration 36Q: 3 clusters Score -2804806 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2804894.000000 Penalty: 4987.325684
	Iteration 37Q: 3 clusters Score -2804894 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2804955.500000 Penalty: 4987.325684
	Iteration 38Q: 3 clusters Score -2804956 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2805041.000000 Penalty: 4987.325684
	Iteration 39Q: 3 clusters Score -2805041 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2805095.250000 Penalty: 4987.325684
	Iteration 40F: 3 clusters Score -2805095 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2805158.000000 Penalty: 4987.325684
	Iteration 41Q: 3 clusters Score -2805158 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2805219.000000 Penalty: 4987.325684
	Iteration 42Q: 3 clusters Score -2805219 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2805272.250000 Penalty: 4987.325684
	Iteration 43Q: 3 clusters Score -2805272 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2805329.000000 Penalty: 4987.325684
	Iteration 44Q: 3 clusters Score -2805329 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2805395.750000 Penalty: 4987.325684
	Iteration 45Q: 3 clusters Score -2805396 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2805440.250000 Penalty: 4987.325684
	Iteration 46Q: 3 clusters Score -2805440 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2805489.250000 Penalty: 4987.325684
	Iteration 47Q: 3 clusters Score -2805489 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2805519.500000 Penalty: 4987.325684
	Iteration 48Q: 3 clusters Score -2805520 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2805541.000000 Penalty: 4987.325684
	Iteration 49Q: 3 clusters Score -2805541 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2805584.750000 Penalty: 4987.325684
	Iteration 50Q: 3 clusters Score -2805585 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2805605.000000 Penalty: 4987.325684
	Iteration 51Q: 3 clusters Score -2805605 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2805622.250000 Penalty: 4987.325684
	Iteration 52Q: 3 clusters Score -2805622 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2805647.500000 Penalty: 4987.325684
	Iteration 53Q: 3 clusters Score -2805648 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2805667.250000 Penalty: 4987.325684
	Iteration 54Q: 3 clusters Score -2805667 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2805695.500000 Penalty: 4987.325684
	Iteration 55Q: 3 clusters Score -2805696 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2805706.750000 Penalty: 4987.325684
	Iteration 56Q: 3 clusters Score -2805707 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2805719.500000 Penalty: 4987.325684
	Iteration 57Q: 3 clusters Score -2805720 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2805749.250000 Penalty: 4987.325684
	Iteration 58Q: 3 clusters Score -2805749 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -2805763.250000 Penalty: 4987.325684
	Iteration 59Q: 3 clusters Score -2805763 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2805772.000000 Penalty: 4987.325684
	Iteration 60F: 3 clusters Score -2805772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2805801.250000 Penalty: 4987.325684
	Iteration 61Q: 3 clusters Score -2805801 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2805810.500000 Penalty: 4987.325684
	Iteration 62Q: 3 clusters Score -2805810 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2805822.500000 Penalty: 4987.325684
	Iteration 63Q: 3 clusters Score -2805822 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -2805845.000000 Penalty: 4987.325684
	Iteration 64Q: 3 clusters Score -2805845 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2805870.250000 Penalty: 4987.325684
	Iteration 65Q: 3 clusters Score -2805870 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2805888.250000 Penalty: 4987.325684
	Iteration 66Q: 3 clusters Score -2805888 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -2805898.250000 Penalty: 4987.325684
	Iteration 67Q: 3 clusters Score -2805898 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2805922.500000 Penalty: 4987.325684
	Iteration 68Q: 3 clusters Score -2805922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2805936.750000 Penalty: 4987.325684
	Iteration 69Q: 3 clusters Score -2805937 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -2805966.750000 Penalty: 4987.325684
	Iteration 70Q: 3 clusters Score -2805967 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2805994.000000 Penalty: 4987.325684
	Iteration 71Q: 3 clusters Score -2805994 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2806021.500000 Penalty: 4987.325684
	Iteration 72Q: 3 clusters Score -2806022 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2806028.250000 Penalty: 4987.325684
	Iteration 73Q: 3 clusters Score -2806028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2806048.250000 Penalty: 4987.325684
	Iteration 74Q: 3 clusters Score -2806048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2806076.750000 Penalty: 4987.325684
	Iteration 75Q: 3 clusters Score -2806077 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -2806100.000000 Penalty: 4987.325684
	Iteration 76Q: 3 clusters Score -2806100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2806107.750000 Penalty: 4987.325684
	Iteration 77Q: 3 clusters Score -2806108 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -2806128.750000 Penalty: 4987.325684
	Iteration 78Q: 3 clusters Score -2806129 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -2806134.000000 Penalty: 4987.325684
	Iteration 79Q: 3 clusters Score -2806134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -2806141.750000 Penalty: 4987.325684
	Iteration 80F: 3 clusters Score -2806142 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2806151.500000 Penalty: 4987.325684
	Iteration 81Q: 3 clusters Score -2806152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -2806158.500000 Penalty: 4987.325684
	Iteration 82Q: 3 clusters Score -2806158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2806164.250000 Penalty: 4987.325684
	Iteration 83Q: 3 clusters Score -2806164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2806165.250000 Penalty: 4987.325684
	Iteration 84Q: 3 clusters Score -2806165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -2806171.000000 Penalty: 4987.325684
	Iteration 85Q: 3 clusters Score -2806171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2806178.750000 Penalty: 4987.325684
	Iteration 86Q: 3 clusters Score -2806179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -2806185.500000 Penalty: 4987.325684
	Iteration 87Q: 3 clusters Score -2806186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2806185.000000 Penalty: 4987.325684
	Iteration 88Q: 3 clusters Score -2806185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2806186.000000 Penalty: 4987.325684
	Iteration 89Q: 3 clusters Score -2806186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -2806185.000000 Penalty: 4987.325684
	Iteration 90Q: 3 clusters Score -2806185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -2806186.250000 Penalty: 4987.325684
	Iteration 91Q: 3 clusters Score -2806186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2806186.250000 Penalty: 4987.325684
	Iteration 92Q: 3 clusters Score -2806186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2806186.250000 Penalty: 4987.325684
	Iteration 93F: 3 clusters Score -2806186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Entering Unmasked Estep 
Score: -497437.187500 Penalty: 2062.805908
	Iteration 0F: 2 clusters Score -497437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -493488.000000 Penalty: 4125.611816
	Iteration 0F: 3 clusters Score -493488 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -494346.031250 Penalty: 4125.611816
	Iteration 1F: 3 clusters Score -494346 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -494529.468750 Penalty: 4125.611816
	Iteration 2F: 3 clusters Score -494529.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -494647.406250 Penalty: 4125.611816
	Iteration 3Q: 3 clusters Score -494647.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -494725.593750 Penalty: 4125.611816
	Iteration 4Q: 3 clusters Score -494725.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -494803.687500 Penalty: 4125.611816
	Iteration 5Q: 3 clusters Score -494803.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -494887.187500 Penalty: 4125.611816
	Iteration 6Q: 3 clusters Score -494887.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -494952.062500 Penalty: 4125.611816
	Iteration 7Q: 3 clusters Score -494952.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -495015.156250 Penalty: 4125.611816
	Iteration 8Q: 3 clusters Score -495015.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -495070.500000 Penalty: 4125.611816
	Iteration 9Q: 3 clusters Score -495070.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -495127.000000 Penalty: 4125.611816
	Iteration 10Q: 3 clusters Score -495127 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -495179.062500 Penalty: 4125.611816
	Iteration 11Q: 3 clusters Score -495179.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -495240.531250 Penalty: 4125.611816
	Iteration 12Q: 3 clusters Score -495240.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -495304.093750 Penalty: 4125.611816
	Iteration 13Q: 3 clusters Score -495304.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -495372.281250 Penalty: 4125.611816
	Iteration 14Q: 3 clusters Score -495372.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -495440.968750 Penalty: 4125.611816
	Iteration 15Q: 3 clusters Score -495441 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -495498.937500 Penalty: 4125.611816
	Iteration 16Q: 3 clusters Score -495498.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -495550.937500 Penalty: 4125.611816
	Iteration 17Q: 3 clusters Score -495550.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -495605.343750 Penalty: 4125.611816
	Iteration 18Q: 3 clusters Score -495605.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -495660.375000 Penalty: 4125.611816
	Iteration 19Q: 3 clusters Score -495660.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -495707.718750 Penalty: 4125.611816
	Iteration 20F: 3 clusters Score -495707.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -495745.625000 Penalty: 4125.611816
	Iteration 21Q: 3 clusters Score -495745.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -495786.218750 Penalty: 4125.611816
	Iteration 22Q: 3 clusters Score -495786.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -495818.468750 Penalty: 4125.611816
	Iteration 23Q: 3 clusters Score -495818.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -495847.250000 Penalty: 4125.611816
	Iteration 24Q: 3 clusters Score -495847.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -495868.000000 Penalty: 4125.611816
	Iteration 25Q: 3 clusters Score -495868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -495889.968750 Penalty: 4125.611816
	Iteration 26Q: 3 clusters Score -495890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -495914.343750 Penalty: 4125.611816
	Iteration 27Q: 3 clusters Score -495914.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -495927.875000 Penalty: 4125.611816
	Iteration 28Q: 3 clusters Score -495927.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -495943.312500 Penalty: 4125.611816
	Iteration 29Q: 3 clusters Score -495943.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -495957.000000 Penalty: 4125.611816
	Iteration 30Q: 3 clusters Score -495957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -495964.781250 Penalty: 4125.611816
	Iteration 31Q: 3 clusters Score -495964.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -495971.781250 Penalty: 4125.611816
	Iteration 32Q: 3 clusters Score -495971.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -495976.437500 Penalty: 4125.611816
	Iteration 33Q: 3 clusters Score -495976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -495980.468750 Penalty: 4125.611816
	Iteration 34Q: 3 clusters Score -495980.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -495991.187500 Penalty: 4125.611816
	Iteration 35Q: 3 clusters Score -495991.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -495999.250000 Penalty: 4125.611816
	Iteration 36Q: 3 clusters Score -495999.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -496007.375000 Penalty: 4125.611816
	Iteration 37Q: 3 clusters Score -496007.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -496010.125000 Penalty: 4125.611816
	Iteration 38Q: 3 clusters Score -496010.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -496010.500000 Penalty: 4125.611816
	Iteration 39Q: 3 clusters Score -496010.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -496010.500000 Penalty: 4125.611816
	Iteration 40F: 3 clusters Score -496010.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -76642.937500 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -76642.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -75043.390625 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -75043.39 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75588.609375 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -75588.61 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -75917.546875 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -75917.55 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -76186.945312 Penalty: 3294.673340
	Iteration 3F: 3 clusters Score -76186.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -76402.242188 Penalty: 3294.673340
	Iteration 4Q: 3 clusters Score -76402.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -76657.578125 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -76657.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -76846.039062 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -76846.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -76911.421875 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -76911.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -76929.609375 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -76929.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -76937.937500 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -76937.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -76943.921875 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -76943.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -76962.359375 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -76962.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -76976.578125 Penalty: 3294.673340
	Iteration 12Q: 3 clusters Score -76976.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -76981.562500 Penalty: 3294.673340
	Iteration 13Q: 3 clusters Score -76981.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -76986.695312 Penalty: 3294.673340
	Iteration 14Q: 3 clusters Score -76986.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -76993.367188 Penalty: 3294.673340
	Iteration 15F: 3 clusters Score -76993.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -77044.015625 Penalty: 3294.673340
	Iteration 16Q: 3 clusters Score -77044.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -77189.664062 Penalty: 3294.673340
	Iteration 17Q: 3 clusters Score -77189.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -77197.187500 Penalty: 3294.673340
	Iteration 18Q: 3 clusters Score -77197.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -77205.976562 Penalty: 3294.673340
	Iteration 19Q: 3 clusters Score -77205.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -77212.734375 Penalty: 3294.673340
	Iteration 20F: 3 clusters Score -77212.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -77228.484375 Penalty: 3294.673340
	Iteration 21Q: 3 clusters Score -77228.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -77236.023438 Penalty: 3294.673340
	Iteration 22Q: 3 clusters Score -77236.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -77237.695312 Penalty: 3294.673340
	Iteration 23Q: 3 clusters Score -77237.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -77237.695312 Penalty: 3294.673340
	Iteration 24F: 3 clusters Score -77237.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14680 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 196667 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41474 members 
Mstep: Class 10 contains 278923 members 
Mstep: Class 11 contains 59544 members 
Mstep: Class 12 contains 295141 members 
Mstep: Class 13 contains 10418 members 
Mstep: Class 14 contains 31591 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19330 members 
Mstep: Class 17 contains 39706 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22892 members 
Mstep: Class 20 contains 23274 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 547 members 
Mstep: Class 23 contains 93085 members 
Mstep: Class 24 contains 78068 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 220 members 
Entering Unmasked Estep 
Score: -154580096.000000 Penalty: 90644.539062
Splitting cluster 22 changes total score from -154581024.000000 to -154580096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (93085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93085 members 
Entering Unmasked Estep 
Score: -11743621.000000 Penalty: 2837.434570
	Iteration 0F: 2 clusters Score -1.174362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -11681307.000000 Penalty: 5674.869141
	Iteration 0F: 3 clusters Score -1.168131e+07 nChanged 43871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -11706993.000000 Penalty: 5674.869141
	Iteration 1F: 3 clusters Score -1.170699e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -11708356.000000 Penalty: 5674.869141
	Iteration 2Q: 3 clusters Score -1.170836e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 54336 members 
Entering Unmasked Estep 
Score: -11710292.000000 Penalty: 5674.869141
	Iteration 3Q: 3 clusters Score -1.171029e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 58339 members 
Entering Unmasked Estep 
Score: -11713083.000000 Penalty: 5674.869141
	Iteration 4F: 3 clusters Score -1.171308e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 63447 members 
Entering Unmasked Estep 
Score: -11717104.000000 Penalty: 5674.869141
	Iteration 5F: 3 clusters Score -1.17171e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 69346 members 
Entering Unmasked Estep 
Score: -11722569.000000 Penalty: 5674.869141
	Iteration 6F: 3 clusters Score -1.172257e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 75140 members 
Entering Unmasked Estep 
Score: -11728088.000000 Penalty: 5674.869141
	Iteration 7F: 3 clusters Score -1.172809e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 79698 members 
Entering Unmasked Estep 
Score: -11732673.000000 Penalty: 5674.869141
	Iteration 8F: 3 clusters Score -1.173267e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 82651 members 
Entering Unmasked Estep 
Score: -11735754.000000 Penalty: 5674.869141
	Iteration 9Q: 3 clusters Score -1.173575e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 84400 members 
Entering Unmasked Estep 
Score: -11737349.000000 Penalty: 5674.869141
	Iteration 10Q: 3 clusters Score -1.173735e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 85608 members 
Entering Unmasked Estep 
Score: -11738201.000000 Penalty: 5674.869141
	Iteration 11Q: 3 clusters Score -1.17382e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 86570 members 
Entering Unmasked Estep 
Score: -11738701.000000 Penalty: 5674.869141
	Iteration 12Q: 3 clusters Score -1.17387e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 87388 members 
Entering Unmasked Estep 
Score: -11739203.000000 Penalty: 5674.869141
	Iteration 13Q: 3 clusters Score -1.17392e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 88097 members 
Entering Unmasked Estep 
Score: -11739525.000000 Penalty: 5674.869141
	Iteration 14Q: 3 clusters Score -1.173952e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 88695 members 
Entering Unmasked Estep 
Score: -11739819.000000 Penalty: 5674.869141
	Iteration 15Q: 3 clusters Score -1.173982e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 89170 members 
Entering Unmasked Estep 
Score: -11740058.000000 Penalty: 5674.869141
	Iteration 16Q: 3 clusters Score -1.174006e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 89583 members 
Entering Unmasked Estep 
Score: -11740216.000000 Penalty: 5674.869141
	Iteration 17Q: 3 clusters Score -1.174022e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 89916 members 
Entering Unmasked Estep 
Score: -11740320.000000 Penalty: 5674.869141
	Iteration 18Q: 3 clusters Score -1.174032e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 90233 members 
Entering Unmasked Estep 
Score: -11740451.000000 Penalty: 5674.869141
	Iteration 19Q: 3 clusters Score -1.174045e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 90496 members 
Entering Unmasked Estep 
Score: -11740542.000000 Penalty: 5674.869141
	Iteration 20F: 3 clusters Score -1.174054e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 90727 members 
Entering Unmasked Estep 
Score: -11740656.000000 Penalty: 5674.869141
	Iteration 21Q: 3 clusters Score -1.174066e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 90932 members 
Entering Unmasked Estep 
Score: -11740744.000000 Penalty: 5674.869141
	Iteration 22Q: 3 clusters Score -1.174074e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 91102 members 
Entering Unmasked Estep 
Score: -11740830.000000 Penalty: 5674.869141
	Iteration 23Q: 3 clusters Score -1.174083e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 91264 members 
Entering Unmasked Estep 
Score: -11740904.000000 Penalty: 5674.869141
	Iteration 24Q: 3 clusters Score -1.17409e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 91412 members 
Entering Unmasked Estep 
Score: -11741019.000000 Penalty: 5674.869141
	Iteration 25Q: 3 clusters Score -1.174102e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 91536 members 
Entering Unmasked Estep 
Score: -11741086.000000 Penalty: 5674.869141
	Iteration 26Q: 3 clusters Score -1.174109e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 91627 members 
Entering Unmasked Estep 
Score: -11741102.000000 Penalty: 5674.869141
	Iteration 27Q: 3 clusters Score -1.17411e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 91690 members 
Entering Unmasked Estep 
Score: -11741125.000000 Penalty: 5674.869141
	Iteration 28Q: 3 clusters Score -1.174112e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 91736 members 
Entering Unmasked Estep 
Score: -11741126.000000 Penalty: 5674.869141
	Iteration 29Q: 3 clusters Score -1.174113e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 91778 members 
Entering Unmasked Estep 
Score: -11741146.000000 Penalty: 5674.869141
	Iteration 30Q: 3 clusters Score -1.174115e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 91813 members 
Entering Unmasked Estep 
Score: -11741176.000000 Penalty: 5674.869141
	Iteration 31Q: 3 clusters Score -1.174118e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 91846 members 
Entering Unmasked Estep 
Score: -11741199.000000 Penalty: 5674.869141
	Iteration 32Q: 3 clusters Score -1.17412e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 91873 members 
Entering Unmasked Estep 
Score: -11741209.000000 Penalty: 5674.869141
	Iteration 33Q: 3 clusters Score -1.174121e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 91892 members 
Entering Unmasked Estep 
Score: -11741202.000000 Penalty: 5674.869141
	Iteration 34Q: 3 clusters Score -1.17412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 91904 members 
Entering Unmasked Estep 
Score: -11741200.000000 Penalty: 5674.869141
	Iteration 35Q: 3 clusters Score -1.17412e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 91918 members 
Entering Unmasked Estep 
Score: -11741208.000000 Penalty: 5674.869141
	Iteration 36Q: 3 clusters Score -1.174121e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 91928 members 
Entering Unmasked Estep 
Score: -11741209.000000 Penalty: 5674.869141
	Iteration 37Q: 3 clusters Score -1.174121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 91936 members 
Entering Unmasked Estep 
Score: -11741210.000000 Penalty: 5674.869141
	Iteration 38Q: 3 clusters Score -1.174121e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 91946 members 
Entering Unmasked Estep 
Score: -11741209.000000 Penalty: 5674.869141
	Iteration 39Q: 3 clusters Score -1.174121e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 91958 members 
Entering Unmasked Estep 
Score: -11741213.000000 Penalty: 5674.869141
	Iteration 40F: 3 clusters Score -1.174121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 91971 members 
Entering Unmasked Estep 
Score: -11741210.000000 Penalty: 5674.869141
	Iteration 41Q: 3 clusters Score -1.174121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 91978 members 
Entering Unmasked Estep 
Score: -11741239.000000 Penalty: 5674.869141
	Iteration 42Q: 3 clusters Score -1.174124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 91989 members 
Entering Unmasked Estep 
Score: -11741233.000000 Penalty: 5674.869141
	Iteration 43Q: 3 clusters Score -1.174123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 91995 members 
Entering Unmasked Estep 
Score: -11741242.000000 Penalty: 5674.869141
	Iteration 44Q: 3 clusters Score -1.174124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 92004 members 
Entering Unmasked Estep 
Score: -11741234.000000 Penalty: 5674.869141
	Iteration 45Q: 3 clusters Score -1.174123e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 92016 members 
Entering Unmasked Estep 
Score: -11741250.000000 Penalty: 5674.869141
	Iteration 46Q: 3 clusters Score -1.174125e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 92026 members 
Entering Unmasked Estep 
Score: -11741251.000000 Penalty: 5674.869141
	Iteration 47Q: 3 clusters Score -1.174125e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 92036 members 
Entering Unmasked Estep 
Score: -11741256.000000 Penalty: 5674.869141
	Iteration 48Q: 3 clusters Score -1.174126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 92044 members 
Entering Unmasked Estep 
Score: -11741266.000000 Penalty: 5674.869141
	Iteration 49Q: 3 clusters Score -1.174127e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 92053 members 
Entering Unmasked Estep 
Score: -11741279.000000 Penalty: 5674.869141
	Iteration 50Q: 3 clusters Score -1.174128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 92061 members 
Entering Unmasked Estep 
Score: -11741286.000000 Penalty: 5674.869141
	Iteration 51Q: 3 clusters Score -1.174129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 92065 members 
Entering Unmasked Estep 
Score: -11741281.000000 Penalty: 5674.869141
	Iteration 52Q: 3 clusters Score -1.174128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 92069 members 
Entering Unmasked Estep 
Score: -11741294.000000 Penalty: 5674.869141
	Iteration 53Q: 3 clusters Score -1.174129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 92072 members 
Entering Unmasked Estep 
Score: -11741301.000000 Penalty: 5674.869141
	Iteration 54Q: 3 clusters Score -1.17413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 92072 members 
Entering Unmasked Estep 
Score: -11741301.000000 Penalty: 5674.869141
	Iteration 55F: 3 clusters Score -1.17413e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (78068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78068 members 
Entering Unmasked Estep 
Score: -9452255.000000 Penalty: 2793.803223
	Iteration 0F: 2 clusters Score -9452255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -9400307.000000 Penalty: 5587.606445
	Iteration 0F: 3 clusters Score -9400307 nChanged 36437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -9420644.000000 Penalty: 5587.606445
	Iteration 1F: 3 clusters Score -9420644 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -9421194.000000 Penalty: 5587.606445
	Iteration 2Q: 3 clusters Score -9421194 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -9421868.000000 Penalty: 5587.606445
	Iteration 3Q: 3 clusters Score -9421868 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -9422506.000000 Penalty: 5587.606445
	Iteration 4Q: 3 clusters Score -9422506 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -9423127.000000 Penalty: 5587.606445
	Iteration 5Q: 3 clusters Score -9423127 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -9423767.000000 Penalty: 5587.606445
	Iteration 6Q: 3 clusters Score -9423767 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -9424514.000000 Penalty: 5587.606445
	Iteration 7Q: 3 clusters Score -9424514 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -9425266.000000 Penalty: 5587.606445
	Iteration 8Q: 3 clusters Score -9425266 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -9426180.000000 Penalty: 5587.606445
	Iteration 9Q: 3 clusters Score -9426180 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -9427194.000000 Penalty: 5587.606445
	Iteration 10Q: 3 clusters Score -9427194 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -9428249.000000 Penalty: 5587.606445
	Iteration 11Q: 3 clusters Score -9428249 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -9429345.000000 Penalty: 5587.606445
	Iteration 12Q: 3 clusters Score -9429345 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -9430653.000000 Penalty: 5587.606445
	Iteration 13Q: 3 clusters Score -9430653 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -9432044.000000 Penalty: 5587.606445
	Iteration 14Q: 3 clusters Score -9432044 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -9433420.000000 Penalty: 5587.606445
	Iteration 15Q: 3 clusters Score -9433420 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -9434719.000000 Penalty: 5587.606445
	Iteration 16Q: 3 clusters Score -9434719 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -9435927.000000 Penalty: 5587.606445
	Iteration 17Q: 3 clusters Score -9435927 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -9436643.000000 Penalty: 5587.606445
	Iteration 18Q: 3 clusters Score -9436643 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -9437220.000000 Penalty: 5587.606445
	Iteration 19Q: 3 clusters Score -9437220 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -9437559.000000 Penalty: 5587.606445
	Iteration 20F: 3 clusters Score -9437559 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -9437805.000000 Penalty: 5587.606445
	Iteration 21Q: 3 clusters Score -9437805 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51299 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -9438086.000000 Penalty: 5587.606445
	Iteration 22Q: 3 clusters Score -9438086 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52374 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -9438333.000000 Penalty: 5587.606445
	Iteration 23Q: 3 clusters Score -9438333 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53508 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -9438602.000000 Penalty: 5587.606445
	Iteration 24Q: 3 clusters Score -9438602 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54660 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -9438899.000000 Penalty: 5587.606445
	Iteration 25Q: 3 clusters Score -9438899 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55893 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -9439234.000000 Penalty: 5587.606445
	Iteration 26Q: 3 clusters Score -9439234 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57179 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -9439629.000000 Penalty: 5587.606445
	Iteration 27Q: 3 clusters Score -9439629 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -9440086.000000 Penalty: 5587.606445
	Iteration 28Q: 3 clusters Score -9440086 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59939 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -9440558.000000 Penalty: 5587.606445
	Iteration 29Q: 3 clusters Score -9440558 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61394 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -9441099.000000 Penalty: 5587.606445
	Iteration 30Q: 3 clusters Score -9441099 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62863 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -9441734.000000 Penalty: 5587.606445
	Iteration 31Q: 3 clusters Score -9441734 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64413 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -9442388.000000 Penalty: 5587.606445
	Iteration 32Q: 3 clusters Score -9442388 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65989 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -9443082.000000 Penalty: 5587.606445
	Iteration 33Q: 3 clusters Score -9443082 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67535 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -9443830.000000 Penalty: 5587.606445
	Iteration 34Q: 3 clusters Score -9443830 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69001 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -9444592.000000 Penalty: 5587.606445
	Iteration 35Q: 3 clusters Score -9444592 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70386 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -9445287.000000 Penalty: 5587.606445
	Iteration 36Q: 3 clusters Score -9445287 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71644 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -9445986.000000 Penalty: 5587.606445
	Iteration 37Q: 3 clusters Score -9445986 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72748 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -9446665.000000 Penalty: 5587.606445
	Iteration 38Q: 3 clusters Score -9446665 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73771 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -9447296.000000 Penalty: 5587.606445
	Iteration 39Q: 3 clusters Score -9447296 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74602 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -9447883.000000 Penalty: 5587.606445
	Iteration 40F: 3 clusters Score -9447883 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75292 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -9448336.000000 Penalty: 5587.606445
	Iteration 41Q: 3 clusters Score -9448336 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -9448722.000000 Penalty: 5587.606445
	Iteration 42Q: 3 clusters Score -9448722 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76288 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -9449098.000000 Penalty: 5587.606445
	Iteration 43Q: 3 clusters Score -9449098 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76615 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -9449309.000000 Penalty: 5587.606445
	Iteration 44Q: 3 clusters Score -9449309 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76838 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -9449473.000000 Penalty: 5587.606445
	Iteration 45Q: 3 clusters Score -9449473 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76992 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -9449580.000000 Penalty: 5587.606445
	Iteration 46Q: 3 clusters Score -9449580 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77098 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -9449664.000000 Penalty: 5587.606445
	Iteration 47Q: 3 clusters Score -9449664 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77185 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -9449723.000000 Penalty: 5587.606445
	Iteration 48Q: 3 clusters Score -9449723 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77244 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9449769.000000 Penalty: 5587.606445
	Iteration 49Q: 3 clusters Score -9449769 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77292 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9449794.000000 Penalty: 5587.606445
	Iteration 50Q: 3 clusters Score -9449794 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77325 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9449824.000000 Penalty: 5587.606445
	Iteration 51Q: 3 clusters Score -9449824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77353 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9449850.000000 Penalty: 5587.606445
	Iteration 52Q: 3 clusters Score -9449850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77369 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9449869.000000 Penalty: 5587.606445
	Iteration 53Q: 3 clusters Score -9449869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77384 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9449879.000000 Penalty: 5587.606445
	Iteration 54Q: 3 clusters Score -9449879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77393 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9449876.000000 Penalty: 5587.606445
	Iteration 55Q: 3 clusters Score -9449876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77399 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9449879.000000 Penalty: 5587.606445
	Iteration 56Q: 3 clusters Score -9449879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77401 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9449881.000000 Penalty: 5587.606445
	Iteration 57Q: 3 clusters Score -9449881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77406 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -9449884.000000 Penalty: 5587.606445
	Iteration 58Q: 3 clusters Score -9449884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77410 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9449879.000000 Penalty: 5587.606445
	Iteration 59Q: 3 clusters Score -9449879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77414 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9449879.000000 Penalty: 5587.606445
	Iteration 60F: 3 clusters Score -9449879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -98991.960938 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -98991.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -97164.015625 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -97164.02 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -97423.281250 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -97423.28 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -97485.781250 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -97485.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -97522.460938 Penalty: 3349.705322
	Iteration 3Q: 3 clusters Score -97522.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -97540.312500 Penalty: 3349.705322
	Iteration 4Q: 3 clusters Score -97540.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -97559.679688 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -97559.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -97578.296875 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -97578.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -97595.914062 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -97595.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -97611.335938 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -97611.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -97633.929688 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -97633.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -97642.804688 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -97642.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -97643.843750 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -97643.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -97645.632812 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -97645.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -97645.632812 Penalty: 3349.705322
	Iteration 13F: 3 clusters Score -97645.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14680 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 196667 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41474 members 
Mstep: Class 10 contains 278923 members 
Mstep: Class 11 contains 59544 members 
Mstep: Class 12 contains 295141 members 
Mstep: Class 13 contains 10418 members 
Mstep: Class 14 contains 31591 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19330 members 
Mstep: Class 17 contains 39706 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22892 members 
Mstep: Class 20 contains 23274 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93085 members 
Mstep: Class 24 contains 78068 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581152.000000 Penalty: 87158.210938
Iteration 399Q: 26 clusters Score -1.545812e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 14680 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 196642 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 278960 members 
Mstep: Class 11 contains 59535 members 
Mstep: Class 12 contains 295147 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31589 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19330 members 
Mstep: Class 17 contains 39705 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22891 members 
Mstep: Class 20 contains 23274 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93081 members 
Mstep: Class 24 contains 78068 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581184.000000 Penalty: 87158.210938
Iteration 400F: 26 clusters Score -1.545812e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14680 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 196613 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279000 members 
Mstep: Class 11 contains 59529 members 
Mstep: Class 12 contains 295140 members 
Mstep: Class 13 contains 10418 members 
Mstep: Class 14 contains 31589 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19330 members 
Mstep: Class 17 contains 39706 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22892 members 
Mstep: Class 20 contains 23274 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93080 members 
Mstep: Class 24 contains 78070 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581088.000000 Penalty: 87158.210938
Iteration 401Q: 26 clusters Score -1.545811e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14680 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 196594 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279013 members 
Mstep: Class 11 contains 59529 members 
Mstep: Class 12 contains 295155 members 
Mstep: Class 13 contains 10417 members 
Mstep: Class 14 contains 31588 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19328 members 
Mstep: Class 17 contains 39705 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22892 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93078 members 
Mstep: Class 24 contains 78071 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581024.000000 Penalty: 87158.210938
Iteration 402Q: 26 clusters Score -1.54581e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14680 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 196566 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41473 members 
Mstep: Class 10 contains 279039 members 
Mstep: Class 11 contains 59524 members 
Mstep: Class 12 contains 295167 members 
Mstep: Class 13 contains 10416 members 
Mstep: Class 14 contains 31582 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39705 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22892 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93076 members 
Mstep: Class 24 contains 78074 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581024.000000 Penalty: 87158.210938
Iteration 403Q: 26 clusters Score -1.54581e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14680 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 196537 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41475 members 
Mstep: Class 10 contains 279060 members 
Mstep: Class 11 contains 59523 members 
Mstep: Class 12 contains 295179 members 
Mstep: Class 13 contains 10416 members 
Mstep: Class 14 contains 31583 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39705 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22892 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93075 members 
Mstep: Class 24 contains 78070 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581152.000000 Penalty: 87158.210938
Iteration 404Q: 26 clusters Score -1.545812e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14681 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 196516 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41472 members 
Mstep: Class 10 contains 279089 members 
Mstep: Class 11 contains 59520 members 
Mstep: Class 12 contains 295178 members 
Mstep: Class 13 contains 10416 members 
Mstep: Class 14 contains 31588 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19323 members 
Mstep: Class 17 contains 39706 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22892 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93071 members 
Mstep: Class 24 contains 78070 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581216.000000 Penalty: 87158.210938
Iteration 405Q: 26 clusters Score -1.545812e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14682 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 196497 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41472 members 
Mstep: Class 10 contains 279108 members 
Mstep: Class 11 contains 59519 members 
Mstep: Class 12 contains 295180 members 
Mstep: Class 13 contains 10416 members 
Mstep: Class 14 contains 31591 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39707 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22891 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93070 members 
Mstep: Class 24 contains 78070 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581200.000000 Penalty: 87158.210938
Iteration 406Q: 26 clusters Score -1.545812e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14682 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 196478 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41472 members 
Mstep: Class 10 contains 279133 members 
Mstep: Class 11 contains 59515 members 
Mstep: Class 12 contains 295176 members 
Mstep: Class 13 contains 10416 members 
Mstep: Class 14 contains 31593 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39710 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22890 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93068 members 
Mstep: Class 24 contains 78071 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581248.000000 Penalty: 87158.210938
Iteration 407Q: 26 clusters Score -1.545812e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14681 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 196448 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41474 members 
Mstep: Class 10 contains 279165 members 
Mstep: Class 11 contains 59511 members 
Mstep: Class 12 contains 295180 members 
Mstep: Class 13 contains 10416 members 
Mstep: Class 14 contains 31589 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 39709 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22890 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93068 members 
Mstep: Class 24 contains 78071 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581312.000000 Penalty: 87158.210938
Iteration 408Q: 26 clusters Score -1.545813e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14681 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 196431 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41473 members 
Mstep: Class 10 contains 279172 members 
Mstep: Class 11 contains 59507 members 
Mstep: Class 12 contains 295191 members 
Mstep: Class 13 contains 10416 members 
Mstep: Class 14 contains 31591 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19324 members 
Mstep: Class 17 contains 39709 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22890 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93064 members 
Mstep: Class 24 contains 78076 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581232.000000 Penalty: 87158.210938
Iteration 409Q: 26 clusters Score -1.545812e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14680 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 196411 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41476 members 
Mstep: Class 10 contains 279182 members 
Mstep: Class 11 contains 59506 members 
Mstep: Class 12 contains 295200 members 
Mstep: Class 13 contains 10416 members 
Mstep: Class 14 contains 31590 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39709 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22890 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93060 members 
Mstep: Class 24 contains 78076 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581168.000000 Penalty: 87158.210938
Iteration 410Q: 26 clusters Score -1.545812e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 196387 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41480 members 
Mstep: Class 10 contains 279210 members 
Mstep: Class 11 contains 59503 members 
Mstep: Class 12 contains 295194 members 
Mstep: Class 13 contains 10416 members 
Mstep: Class 14 contains 31589 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39710 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22890 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93058 members 
Mstep: Class 24 contains 78077 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581072.000000 Penalty: 87158.210938
Iteration 411Q: 26 clusters Score -1.545811e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 196364 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41482 members 
Mstep: Class 10 contains 279235 members 
Mstep: Class 11 contains 59500 members 
Mstep: Class 12 contains 295199 members 
Mstep: Class 13 contains 10416 members 
Mstep: Class 14 contains 31587 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39710 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22890 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93055 members 
Mstep: Class 24 contains 78074 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580976.000000 Penalty: 87158.210938
Iteration 412Q: 26 clusters Score -1.54581e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 196353 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41483 members 
Mstep: Class 10 contains 279243 members 
Mstep: Class 11 contains 59496 members 
Mstep: Class 12 contains 295208 members 
Mstep: Class 13 contains 10416 members 
Mstep: Class 14 contains 31588 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39710 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22890 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93052 members 
Mstep: Class 24 contains 78074 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581024.000000 Penalty: 87158.210938
Iteration 413Q: 26 clusters Score -1.54581e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 196341 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41481 members 
Mstep: Class 10 contains 279242 members 
Mstep: Class 11 contains 59491 members 
Mstep: Class 12 contains 295227 members 
Mstep: Class 13 contains 10416 members 
Mstep: Class 14 contains 31589 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39711 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22890 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93048 members 
Mstep: Class 24 contains 78075 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581056.000000 Penalty: 87158.210938
Iteration 414Q: 26 clusters Score -1.545811e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 196332 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41483 members 
Mstep: Class 10 contains 279252 members 
Mstep: Class 11 contains 59488 members 
Mstep: Class 12 contains 295234 members 
Mstep: Class 13 contains 10416 members 
Mstep: Class 14 contains 31587 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39712 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22890 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93041 members 
Mstep: Class 24 contains 78078 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581008.000000 Penalty: 87158.210938
Iteration 415Q: 26 clusters Score -1.54581e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14680 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196315 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41484 members 
Mstep: Class 10 contains 279262 members 
Mstep: Class 11 contains 59489 members 
Mstep: Class 12 contains 295241 members 
Mstep: Class 13 contains 10416 members 
Mstep: Class 14 contains 31586 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39712 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22888 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93042 members 
Mstep: Class 24 contains 78077 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581072.000000 Penalty: 87158.210938
Iteration 416Q: 26 clusters Score -1.545811e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14680 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196318 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41480 members 
Mstep: Class 10 contains 279255 members 
Mstep: Class 11 contains 59487 members 
Mstep: Class 12 contains 295250 members 
Mstep: Class 13 contains 10416 members 
Mstep: Class 14 contains 31586 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39712 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22888 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93040 members 
Mstep: Class 24 contains 78078 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581120.000000 Penalty: 87158.210938
Iteration 417Q: 26 clusters Score -1.545811e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196315 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41477 members 
Mstep: Class 10 contains 279246 members 
Mstep: Class 11 contains 59483 members 
Mstep: Class 12 contains 295271 members 
Mstep: Class 13 contains 10417 members 
Mstep: Class 14 contains 31587 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39712 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22888 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93037 members 
Mstep: Class 24 contains 78078 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581072.000000 Penalty: 87158.210938
Iteration 418Q: 26 clusters Score -1.545811e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196319 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41478 members 
Mstep: Class 10 contains 279263 members 
Mstep: Class 11 contains 59482 members 
Mstep: Class 12 contains 295249 members 
Mstep: Class 13 contains 10417 members 
Mstep: Class 14 contains 31587 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39712 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22888 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93039 members 
Mstep: Class 24 contains 78079 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581136.000000 Penalty: 87158.210938
Iteration 419Q: 26 clusters Score -1.545811e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196311 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41476 members 
Mstep: Class 10 contains 279278 members 
Mstep: Class 11 contains 59482 members 
Mstep: Class 12 contains 295245 members 
Mstep: Class 13 contains 10417 members 
Mstep: Class 14 contains 31585 members 
Mstep: Class 15 contains 6906 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39712 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22888 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93042 members 
Mstep: Class 24 contains 78078 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581136.000000 Penalty: 87158.210938
Iteration 420F: 26 clusters Score -1.545811e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 196305 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41472 members 
Mstep: Class 10 contains 279293 members 
Mstep: Class 11 contains 59483 members 
Mstep: Class 12 contains 295241 members 
Mstep: Class 13 contains 10418 members 
Mstep: Class 14 contains 31581 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39713 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22889 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93043 members 
Mstep: Class 24 contains 78074 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581168.000000 Penalty: 87158.210938
Iteration 421Q: 26 clusters Score -1.545812e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 196298 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41468 members 
Mstep: Class 10 contains 279306 members 
Mstep: Class 11 contains 59483 members 
Mstep: Class 12 contains 295240 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31581 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39715 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22888 members 
Mstep: Class 20 contains 23270 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93041 members 
Mstep: Class 24 contains 78073 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581184.000000 Penalty: 87158.210938
Iteration 422Q: 26 clusters Score -1.545812e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 196292 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41469 members 
Mstep: Class 10 contains 279317 members 
Mstep: Class 11 contains 59483 members 
Mstep: Class 12 contains 295242 members 
Mstep: Class 13 contains 10421 members 
Mstep: Class 14 contains 31579 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39717 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22884 members 
Mstep: Class 20 contains 23270 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93038 members 
Mstep: Class 24 contains 78071 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581328.000000 Penalty: 87158.210938
Iteration 423Q: 26 clusters Score -1.545813e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 196287 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279318 members 
Mstep: Class 11 contains 59482 members 
Mstep: Class 12 contains 295242 members 
Mstep: Class 13 contains 10421 members 
Mstep: Class 14 contains 31579 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39717 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22884 members 
Mstep: Class 20 contains 23270 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93037 members 
Mstep: Class 24 contains 78068 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581216.000000 Penalty: 87158.210938
Iteration 424Q: 26 clusters Score -1.545812e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 196273 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41469 members 
Mstep: Class 10 contains 279311 members 
Mstep: Class 11 contains 59481 members 
Mstep: Class 12 contains 295264 members 
Mstep: Class 13 contains 10421 members 
Mstep: Class 14 contains 31577 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39718 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22884 members 
Mstep: Class 20 contains 23270 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93034 members 
Mstep: Class 24 contains 78070 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581216.000000 Penalty: 87158.210938
Iteration 425Q: 26 clusters Score -1.545812e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14680 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 196266 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41470 members 
Mstep: Class 10 contains 279306 members 
Mstep: Class 11 contains 59478 members 
Mstep: Class 12 contains 295279 members 
Mstep: Class 13 contains 10420 members 
Mstep: Class 14 contains 31573 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39718 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22884 members 
Mstep: Class 20 contains 23270 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93031 members 
Mstep: Class 24 contains 78072 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581264.000000 Penalty: 87158.210938
Iteration 426Q: 26 clusters Score -1.545813e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14681 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 196264 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41475 members 
Mstep: Class 10 contains 279297 members 
Mstep: Class 11 contains 59478 members 
Mstep: Class 12 contains 295296 members 
Mstep: Class 13 contains 10420 members 
Mstep: Class 14 contains 31571 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39718 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22884 members 
Mstep: Class 20 contains 23270 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93024 members 
Mstep: Class 24 contains 78070 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581168.000000 Penalty: 87158.210938
Iteration 427Q: 26 clusters Score -1.545812e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14682 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 196263 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41478 members 
Mstep: Class 10 contains 279309 members 
Mstep: Class 11 contains 59478 members 
Mstep: Class 12 contains 295288 members 
Mstep: Class 13 contains 10420 members 
Mstep: Class 14 contains 31570 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39717 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22884 members 
Mstep: Class 20 contains 23270 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93020 members 
Mstep: Class 24 contains 78068 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581200.000000 Penalty: 87158.210938
Iteration 428Q: 26 clusters Score -1.545812e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14682 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196258 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41478 members 
Mstep: Class 10 contains 279311 members 
Mstep: Class 11 contains 59479 members 
Mstep: Class 12 contains 295287 members 
Mstep: Class 13 contains 10420 members 
Mstep: Class 14 contains 31570 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 19324 members 
Mstep: Class 17 contains 39718 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22884 members 
Mstep: Class 20 contains 23270 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93018 members 
Mstep: Class 24 contains 78070 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581088.000000 Penalty: 87158.210938
Iteration 429Q: 26 clusters Score -1.545811e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14682 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196258 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41479 members 
Mstep: Class 10 contains 279313 members 
Mstep: Class 11 contains 59478 members 
Mstep: Class 12 contains 295279 members 
Mstep: Class 13 contains 10420 members 
Mstep: Class 14 contains 31572 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19324 members 
Mstep: Class 17 contains 39719 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22884 members 
Mstep: Class 20 contains 23270 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93017 members 
Mstep: Class 24 contains 78071 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581184.000000 Penalty: 87158.210938
Iteration 430Q: 26 clusters Score -1.545812e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14681 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196248 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41476 members 
Mstep: Class 10 contains 279326 members 
Mstep: Class 11 contains 59476 members 
Mstep: Class 12 contains 295276 members 
Mstep: Class 13 contains 10420 members 
Mstep: Class 14 contains 31570 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19324 members 
Mstep: Class 17 contains 39721 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22883 members 
Mstep: Class 20 contains 23270 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93018 members 
Mstep: Class 24 contains 78073 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581104.000000 Penalty: 87158.210938
Iteration 431Q: 26 clusters Score -1.545811e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14681 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196238 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41476 members 
Mstep: Class 10 contains 279327 members 
Mstep: Class 11 contains 59470 members 
Mstep: Class 12 contains 295288 members 
Mstep: Class 13 contains 10420 members 
Mstep: Class 14 contains 31569 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19324 members 
Mstep: Class 17 contains 39721 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22883 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93018 members 
Mstep: Class 24 contains 78077 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581200.000000 Penalty: 87158.210938
Iteration 432Q: 26 clusters Score -1.545812e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14681 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196232 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41480 members 
Mstep: Class 10 contains 279324 members 
Mstep: Class 11 contains 59463 members 
Mstep: Class 12 contains 295304 members 
Mstep: Class 13 contains 10420 members 
Mstep: Class 14 contains 31570 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39722 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22883 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93016 members 
Mstep: Class 24 contains 78074 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581216.000000 Penalty: 87158.210938
Iteration 433Q: 26 clusters Score -1.545812e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14681 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196231 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41479 members 
Mstep: Class 10 contains 279333 members 
Mstep: Class 11 contains 59456 members 
Mstep: Class 12 contains 295308 members 
Mstep: Class 13 contains 10420 members 
Mstep: Class 14 contains 31569 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39723 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22883 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93012 members 
Mstep: Class 24 contains 78075 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581056.000000 Penalty: 87158.210938
Iteration 434Q: 26 clusters Score -1.545811e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14681 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196228 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41475 members 
Mstep: Class 10 contains 279332 members 
Mstep: Class 11 contains 59453 members 
Mstep: Class 12 contains 295318 members 
Mstep: Class 13 contains 10420 members 
Mstep: Class 14 contains 31568 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39724 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22883 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93011 members 
Mstep: Class 24 contains 78075 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581200.000000 Penalty: 87158.210938
Iteration 435Q: 26 clusters Score -1.545812e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14681 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196222 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41473 members 
Mstep: Class 10 contains 279330 members 
Mstep: Class 11 contains 59449 members 
Mstep: Class 12 contains 295333 members 
Mstep: Class 13 contains 10420 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39726 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22883 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93009 members 
Mstep: Class 24 contains 78077 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581264.000000 Penalty: 87158.210938
Iteration 436Q: 26 clusters Score -1.545813e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14680 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196218 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41473 members 
Mstep: Class 10 contains 279332 members 
Mstep: Class 11 contains 59448 members 
Mstep: Class 12 contains 295333 members 
Mstep: Class 13 contains 10420 members 
Mstep: Class 14 contains 31569 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39727 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22883 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93009 members 
Mstep: Class 24 contains 78079 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581280.000000 Penalty: 87158.210938
Iteration 437Q: 26 clusters Score -1.545813e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196213 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41474 members 
Mstep: Class 10 contains 279333 members 
Mstep: Class 11 contains 59446 members 
Mstep: Class 12 contains 295340 members 
Mstep: Class 13 contains 10421 members 
Mstep: Class 14 contains 31570 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39728 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22883 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93008 members 
Mstep: Class 24 contains 78076 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581312.000000 Penalty: 87158.210938
Iteration 438Q: 26 clusters Score -1.545813e+08 nChanged 55
Entering ConstructFrom: 
Score: -154581312.000000 Penalty: 87158.210938
Entering ConstructFrom: 
Trying to split cluster 1 (26022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Entering Unmasked Estep 
Score: -3240066.500000 Penalty: 2521.341064
	Iteration 0F: 2 clusters Score -3240066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -3222005.500000 Penalty: 5042.682129
	Iteration 0F: 3 clusters Score -3222006 nChanged 11720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -3228357.250000 Penalty: 5042.682129
	Iteration 1F: 3 clusters Score -3228357 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3228984.000000 Penalty: 5042.682129
	Iteration 2F: 3 clusters Score -3228984 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -3229641.750000 Penalty: 5042.682129
	Iteration 3F: 3 clusters Score -3229642 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -3230450.250000 Penalty: 5042.682129
	Iteration 4F: 3 clusters Score -3230450 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -3231366.250000 Penalty: 5042.682129
	Iteration 5F: 3 clusters Score -3231366 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -3232395.250000 Penalty: 5042.682129
	Iteration 6F: 3 clusters Score -3232395 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -3233438.000000 Penalty: 5042.682129
	Iteration 7F: 3 clusters Score -3233438 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -3234360.750000 Penalty: 5042.682129
	Iteration 8F: 3 clusters Score -3234361 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -3235120.500000 Penalty: 5042.682129
	Iteration 9Q: 3 clusters Score -3235120 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -3235794.250000 Penalty: 5042.682129
	Iteration 10Q: 3 clusters Score -3235794 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -3236305.750000 Penalty: 5042.682129
	Iteration 11Q: 3 clusters Score -3236306 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -3236655.500000 Penalty: 5042.682129
	Iteration 12Q: 3 clusters Score -3236656 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -3236884.500000 Penalty: 5042.682129
	Iteration 13Q: 3 clusters Score -3236884 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -3237045.750000 Penalty: 5042.682129
	Iteration 14Q: 3 clusters Score -3237046 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -3237155.500000 Penalty: 5042.682129
	Iteration 15Q: 3 clusters Score -3237156 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -3237230.750000 Penalty: 5042.682129
	Iteration 16Q: 3 clusters Score -3237231 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -3237296.500000 Penalty: 5042.682129
	Iteration 17Q: 3 clusters Score -3237296 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3237362.250000 Penalty: 5042.682129
	Iteration 18Q: 3 clusters Score -3237362 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3237415.250000 Penalty: 5042.682129
	Iteration 19Q: 3 clusters Score -3237415 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -3237454.500000 Penalty: 5042.682129
	Iteration 20F: 3 clusters Score -3237454 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -3237508.000000 Penalty: 5042.682129
	Iteration 21Q: 3 clusters Score -3237508 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -3237556.250000 Penalty: 5042.682129
	Iteration 22Q: 3 clusters Score -3237556 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -3237605.000000 Penalty: 5042.682129
	Iteration 23Q: 3 clusters Score -3237605 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -3237662.500000 Penalty: 5042.682129
	Iteration 24Q: 3 clusters Score -3237662 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -3237698.750000 Penalty: 5042.682129
	Iteration 25Q: 3 clusters Score -3237699 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -3237734.250000 Penalty: 5042.682129
	Iteration 26Q: 3 clusters Score -3237734 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -3237761.250000 Penalty: 5042.682129
	Iteration 27Q: 3 clusters Score -3237761 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -3237801.500000 Penalty: 5042.682129
	Iteration 28Q: 3 clusters Score -3237802 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -3237826.000000 Penalty: 5042.682129
	Iteration 29Q: 3 clusters Score -3237826 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -3237850.000000 Penalty: 5042.682129
	Iteration 30Q: 3 clusters Score -3237850 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3237861.750000 Penalty: 5042.682129
	Iteration 31Q: 3 clusters Score -3237862 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -3237875.000000 Penalty: 5042.682129
	Iteration 32Q: 3 clusters Score -3237875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -3237888.500000 Penalty: 5042.682129
	Iteration 33Q: 3 clusters Score -3237888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -3237894.500000 Penalty: 5042.682129
	Iteration 34Q: 3 clusters Score -3237894 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -3237896.000000 Penalty: 5042.682129
	Iteration 35Q: 3 clusters Score -3237896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -3237912.250000 Penalty: 5042.682129
	Iteration 36Q: 3 clusters Score -3237912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -3237918.500000 Penalty: 5042.682129
	Iteration 37Q: 3 clusters Score -3237918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -3237925.250000 Penalty: 5042.682129
	Iteration 38Q: 3 clusters Score -3237925 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -3237935.750000 Penalty: 5042.682129
	Iteration 39Q: 3 clusters Score -3237936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -3237946.500000 Penalty: 5042.682129
	Iteration 40F: 3 clusters Score -3237946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -3237963.500000 Penalty: 5042.682129
	Iteration 41Q: 3 clusters Score -3237964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3237981.500000 Penalty: 5042.682129
	Iteration 42Q: 3 clusters Score -3237982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -3237979.250000 Penalty: 5042.682129
	Iteration 43Q: 3 clusters Score -3237979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3237987.000000 Penalty: 5042.682129
	Iteration 44Q: 3 clusters Score -3237987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -3237992.500000 Penalty: 5042.682129
	Iteration 45Q: 3 clusters Score -3237992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -3237996.000000 Penalty: 5042.682129
	Iteration 46Q: 3 clusters Score -3237996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -3238003.250000 Penalty: 5042.682129
	Iteration 47Q: 3 clusters Score -3238003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -3238001.750000 Penalty: 5042.682129
	Iteration 48Q: 3 clusters Score -3238002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -3237999.500000 Penalty: 5042.682129
	Iteration 49Q: 3 clusters Score -3238000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -3238000.750000 Penalty: 5042.682129
	Iteration 50Q: 3 clusters Score -3238001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3238002.000000 Penalty: 5042.682129
	Iteration 51Q: 3 clusters Score -3238002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -3238002.250000 Penalty: 5042.682129
	Iteration 52Q: 3 clusters Score -3238002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -3238004.250000 Penalty: 5042.682129
	Iteration 53Q: 3 clusters Score -3238004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -3238006.500000 Penalty: 5042.682129
	Iteration 54Q: 3 clusters Score -3238006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -3238013.000000 Penalty: 5042.682129
	Iteration 55Q: 3 clusters Score -3238013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3238007.750000 Penalty: 5042.682129
	Iteration 56Q: 3 clusters Score -3238008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -3238010.500000 Penalty: 5042.682129
	Iteration 57Q: 3 clusters Score -3238010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -3238015.750000 Penalty: 5042.682129
	Iteration 58Q: 3 clusters Score -3238016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -3238015.250000 Penalty: 5042.682129
	Iteration 59Q: 3 clusters Score -3238015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -3238015.500000 Penalty: 5042.682129
	Iteration 60F: 3 clusters Score -3238016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -3238021.000000 Penalty: 5042.682129
	Iteration 61Q: 3 clusters Score -3238021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -3238023.000000 Penalty: 5042.682129
	Iteration 62Q: 3 clusters Score -3238023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -3238028.000000 Penalty: 5042.682129
	Iteration 63Q: 3 clusters Score -3238028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -3238026.000000 Penalty: 5042.682129
	Iteration 64Q: 3 clusters Score -3238026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -3238025.250000 Penalty: 5042.682129
	Iteration 65Q: 3 clusters Score -3238025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -3238025.250000 Penalty: 5042.682129
	Iteration 66F: 3 clusters Score -3238025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Entering Unmasked Estep 
Score: -499808.718750 Penalty: 2114.829834
	Iteration 0F: 2 clusters Score -499808.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -495305.906250 Penalty: 4229.659668
	Iteration 0F: 3 clusters Score -495305.9 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -496567.406250 Penalty: 4229.659668
	Iteration 1F: 3 clusters Score -496567.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -497172.093750 Penalty: 4229.659668
	Iteration 2F: 3 clusters Score -497172.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -497928.937500 Penalty: 4229.659668
	Iteration 3F: 3 clusters Score -497928.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -498625.250000 Penalty: 4229.659668
	Iteration 4F: 3 clusters Score -498625.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -499273.562500 Penalty: 4229.659668
	Iteration 5F: 3 clusters Score -499273.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -499707.156250 Penalty: 4229.659668
	Iteration 6F: 3 clusters Score -499707.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -499947.343750 Penalty: 4229.659668
	Iteration 7Q: 3 clusters Score -499947.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -500039.656250 Penalty: 4229.659668
	Iteration 8Q: 3 clusters Score -500039.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -500074.593750 Penalty: 4229.659668
	Iteration 9Q: 3 clusters Score -500074.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -500089.406250 Penalty: 4229.659668
	Iteration 10Q: 3 clusters Score -500089.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -500099.156250 Penalty: 4229.659668
	Iteration 11Q: 3 clusters Score -500099.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -500107.312500 Penalty: 4229.659668
	Iteration 12Q: 3 clusters Score -500107.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -500112.781250 Penalty: 4229.659668
	Iteration 13Q: 3 clusters Score -500112.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -500115.000000 Penalty: 4229.659668
	Iteration 14Q: 3 clusters Score -500115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -500118.312500 Penalty: 4229.659668
	Iteration 15Q: 3 clusters Score -500118.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -500121.687500 Penalty: 4229.659668
	Iteration 16Q: 3 clusters Score -500121.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -500123.968750 Penalty: 4229.659668
	Iteration 17Q: 3 clusters Score -500124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -500125.500000 Penalty: 4229.659668
	Iteration 18Q: 3 clusters Score -500125.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -500128.781250 Penalty: 4229.659668
	Iteration 19Q: 3 clusters Score -500128.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -500129.968750 Penalty: 4229.659668
	Iteration 20F: 3 clusters Score -500130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -500131.687500 Penalty: 4229.659668
	Iteration 21Q: 3 clusters Score -500131.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -500131.656250 Penalty: 4229.659668
	Iteration 22Q: 3 clusters Score -500131.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -500131.656250 Penalty: 4229.659668
	Iteration 23F: 3 clusters Score -500131.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 2857 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196212 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41473 members 
Mstep: Class 10 contains 279329 members 
Mstep: Class 11 contains 59446 members 
Mstep: Class 12 contains 295346 members 
Mstep: Class 13 contains 10424 members 
Mstep: Class 14 contains 31570 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39729 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22881 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93006 members 
Mstep: Class 24 contains 78075 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 2195 members 
Entering Unmasked Estep 
Score: -154580736.000000 Penalty: 90644.539062
Splitting cluster 2 changes total score from -154581312.000000 to -154580736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (14679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Entering Unmasked Estep 
Score: -1755638.125000 Penalty: 2379.354980
	Iteration 0F: 2 clusters Score -1755638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1745027.125000 Penalty: 4758.709961
	Iteration 0F: 3 clusters Score -1745027 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1748414.250000 Penalty: 4758.709961
	Iteration 1F: 3 clusters Score -1748414 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1749053.125000 Penalty: 4758.709961
	Iteration 2F: 3 clusters Score -1749053 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1749710.625000 Penalty: 4758.709961
	Iteration 3F: 3 clusters Score -1749711 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1750317.750000 Penalty: 4758.709961
	Iteration 4F: 3 clusters Score -1750318 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1750969.500000 Penalty: 4758.709961
	Iteration 5F: 3 clusters Score -1750970 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1751630.500000 Penalty: 4758.709961
	Iteration 6F: 3 clusters Score -1751630 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1752220.250000 Penalty: 4758.709961
	Iteration 7F: 3 clusters Score -1752220 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1752745.375000 Penalty: 4758.709961
	Iteration 8Q: 3 clusters Score -1752745 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1753177.875000 Penalty: 4758.709961
	Iteration 9Q: 3 clusters Score -1753178 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1753499.625000 Penalty: 4758.709961
	Iteration 10Q: 3 clusters Score -1753500 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1753709.500000 Penalty: 4758.709961
	Iteration 11Q: 3 clusters Score -1753710 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1753843.250000 Penalty: 4758.709961
	Iteration 12Q: 3 clusters Score -1753843 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1753930.125000 Penalty: 4758.709961
	Iteration 13Q: 3 clusters Score -1753930 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1753999.625000 Penalty: 4758.709961
	Iteration 14Q: 3 clusters Score -1754000 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1754061.125000 Penalty: 4758.709961
	Iteration 15Q: 3 clusters Score -1754061 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1754115.000000 Penalty: 4758.709961
	Iteration 16Q: 3 clusters Score -1754115 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1754145.375000 Penalty: 4758.709961
	Iteration 17Q: 3 clusters Score -1754145 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1754170.500000 Penalty: 4758.709961
	Iteration 18Q: 3 clusters Score -1754170 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1754196.625000 Penalty: 4758.709961
	Iteration 19Q: 3 clusters Score -1754197 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1754215.875000 Penalty: 4758.709961
	Iteration 20F: 3 clusters Score -1754216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1754218.000000 Penalty: 4758.709961
	Iteration 21Q: 3 clusters Score -1754218 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1754232.875000 Penalty: 4758.709961
	Iteration 22Q: 3 clusters Score -1754233 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1754238.125000 Penalty: 4758.709961
	Iteration 23Q: 3 clusters Score -1754238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1754247.750000 Penalty: 4758.709961
	Iteration 24Q: 3 clusters Score -1754248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1754257.000000 Penalty: 4758.709961
	Iteration 25Q: 3 clusters Score -1754257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1754264.250000 Penalty: 4758.709961
	Iteration 26Q: 3 clusters Score -1754264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1754271.000000 Penalty: 4758.709961
	Iteration 27Q: 3 clusters Score -1754271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1754274.000000 Penalty: 4758.709961
	Iteration 28Q: 3 clusters Score -1754274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1754286.625000 Penalty: 4758.709961
	Iteration 29Q: 3 clusters Score -1754287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1754290.875000 Penalty: 4758.709961
	Iteration 30Q: 3 clusters Score -1754291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1754297.500000 Penalty: 4758.709961
	Iteration 31Q: 3 clusters Score -1754298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1754300.875000 Penalty: 4758.709961
	Iteration 32Q: 3 clusters Score -1754301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1754300.875000 Penalty: 4758.709961
	Iteration 33Q: 3 clusters Score -1754301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1754304.125000 Penalty: 4758.709961
	Iteration 34Q: 3 clusters Score -1754304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1754308.250000 Penalty: 4758.709961
	Iteration 35Q: 3 clusters Score -1754308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1754307.875000 Penalty: 4758.709961
	Iteration 36Q: 3 clusters Score -1754308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1754310.500000 Penalty: 4758.709961
	Iteration 37Q: 3 clusters Score -1754310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1754313.250000 Penalty: 4758.709961
	Iteration 38Q: 3 clusters Score -1754313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1754314.000000 Penalty: 4758.709961
	Iteration 39Q: 3 clusters Score -1754314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1754314.000000 Penalty: 4758.709961
	Iteration 40F: 3 clusters Score -1754314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Entering Unmasked Estep 
Score: -466268.312500 Penalty: 2058.099365
	Iteration 0F: 2 clusters Score -466268.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -462441.093750 Penalty: 4116.198730
	Iteration 0F: 3 clusters Score -462441.1 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -463471.375000 Penalty: 4116.198730
	Iteration 1F: 3 clusters Score -463471.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -463737.406250 Penalty: 4116.198730
	Iteration 2F: 3 clusters Score -463737.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -463882.062500 Penalty: 4116.198730
	Iteration 3F: 3 clusters Score -463882.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -463974.750000 Penalty: 4116.198730
	Iteration 4Q: 3 clusters Score -463974.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -464042.093750 Penalty: 4116.198730
	Iteration 5Q: 3 clusters Score -464042.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -464102.468750 Penalty: 4116.198730
	Iteration 6Q: 3 clusters Score -464102.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -464149.843750 Penalty: 4116.198730
	Iteration 7Q: 3 clusters Score -464149.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -464186.781250 Penalty: 4116.198730
	Iteration 8Q: 3 clusters Score -464186.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -464226.718750 Penalty: 4116.198730
	Iteration 9Q: 3 clusters Score -464226.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -464268.687500 Penalty: 4116.198730
	Iteration 10Q: 3 clusters Score -464268.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -464316.062500 Penalty: 4116.198730
	Iteration 11Q: 3 clusters Score -464316.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -464372.187500 Penalty: 4116.198730
	Iteration 12Q: 3 clusters Score -464372.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -464451.875000 Penalty: 4116.198730
	Iteration 13Q: 3 clusters Score -464451.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -464551.187500 Penalty: 4116.198730
	Iteration 14Q: 3 clusters Score -464551.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -464649.500000 Penalty: 4116.198730
	Iteration 15Q: 3 clusters Score -464649.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -464757.718750 Penalty: 4116.198730
	Iteration 16Q: 3 clusters Score -464757.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -464876.281250 Penalty: 4116.198730
	Iteration 17Q: 3 clusters Score -464876.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -464985.937500 Penalty: 4116.198730
	Iteration 18Q: 3 clusters Score -464985.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -465130.656250 Penalty: 4116.198730
	Iteration 19Q: 3 clusters Score -465130.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -465338.218750 Penalty: 4116.198730
	Iteration 20F: 3 clusters Score -465338.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -465738.812500 Penalty: 4116.198730
	Iteration 21Q: 3 clusters Score -465738.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -466040.843750 Penalty: 4116.198730
	Iteration 22Q: 3 clusters Score -466040.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -466161.906250 Penalty: 4116.198730
	Iteration 23Q: 3 clusters Score -466161.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -466203.812500 Penalty: 4116.198730
	Iteration 24Q: 3 clusters Score -466203.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -466231.406250 Penalty: 4116.198730
	Iteration 25Q: 3 clusters Score -466231.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -466244.031250 Penalty: 4116.198730
	Iteration 26Q: 3 clusters Score -466244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -466245.937500 Penalty: 4116.198730
	Iteration 27Q: 3 clusters Score -466245.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -466247.968750 Penalty: 4116.198730
	Iteration 28Q: 3 clusters Score -466248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -466249.000000 Penalty: 4116.198730
	Iteration 29Q: 3 clusters Score -466249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -466249.000000 Penalty: 4116.198730
	Iteration 30F: 3 clusters Score -466249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Entering Unmasked Estep 
Score: -908371.062500 Penalty: 2238.819580
	Iteration 0F: 2 clusters Score -908371.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -901763.000000 Penalty: 4477.639160
	Iteration 0F: 3 clusters Score -901763 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -903603.625000 Penalty: 4477.639160
	Iteration 1F: 3 clusters Score -903603.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -903941.187500 Penalty: 4477.639160
	Iteration 2F: 3 clusters Score -903941.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -904218.937500 Penalty: 4477.639160
	Iteration 3F: 3 clusters Score -904218.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -904450.125000 Penalty: 4477.639160
	Iteration 4Q: 3 clusters Score -904450.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -904688.562500 Penalty: 4477.639160
	Iteration 5Q: 3 clusters Score -904688.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -904919.687500 Penalty: 4477.639160
	Iteration 6Q: 3 clusters Score -904919.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -905137.812500 Penalty: 4477.639160
	Iteration 7Q: 3 clusters Score -905137.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -905347.187500 Penalty: 4477.639160
	Iteration 8Q: 3 clusters Score -905347.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -905557.187500 Penalty: 4477.639160
	Iteration 9Q: 3 clusters Score -905557.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -905735.437500 Penalty: 4477.639160
	Iteration 10Q: 3 clusters Score -905735.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -905879.187500 Penalty: 4477.639160
	Iteration 11Q: 3 clusters Score -905879.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -906005.437500 Penalty: 4477.639160
	Iteration 12Q: 3 clusters Score -906005.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -906113.937500 Penalty: 4477.639160
	Iteration 13Q: 3 clusters Score -906113.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -906213.937500 Penalty: 4477.639160
	Iteration 14Q: 3 clusters Score -906213.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -906291.125000 Penalty: 4477.639160
	Iteration 15Q: 3 clusters Score -906291.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -906337.937500 Penalty: 4477.639160
	Iteration 16Q: 3 clusters Score -906337.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -906381.187500 Penalty: 4477.639160
	Iteration 17Q: 3 clusters Score -906381.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -906420.437500 Penalty: 4477.639160
	Iteration 18Q: 3 clusters Score -906420.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -906459.000000 Penalty: 4477.639160
	Iteration 19Q: 3 clusters Score -906459 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -906499.625000 Penalty: 4477.639160
	Iteration 20F: 3 clusters Score -906499.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -906552.062500 Penalty: 4477.639160
	Iteration 21Q: 3 clusters Score -906552.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -906620.375000 Penalty: 4477.639160
	Iteration 22Q: 3 clusters Score -906620.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -906714.437500 Penalty: 4477.639160
	Iteration 23Q: 3 clusters Score -906714.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -906811.687500 Penalty: 4477.639160
	Iteration 24Q: 3 clusters Score -906811.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -906889.187500 Penalty: 4477.639160
	Iteration 25Q: 3 clusters Score -906889.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -906950.562500 Penalty: 4477.639160
	Iteration 26Q: 3 clusters Score -906950.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -906984.187500 Penalty: 4477.639160
	Iteration 27Q: 3 clusters Score -906984.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -907014.625000 Penalty: 4477.639160
	Iteration 28Q: 3 clusters Score -907014.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -907027.000000 Penalty: 4477.639160
	Iteration 29Q: 3 clusters Score -907027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -907031.437500 Penalty: 4477.639160
	Iteration 30Q: 3 clusters Score -907031.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -907033.812500 Penalty: 4477.639160
	Iteration 31Q: 3 clusters Score -907033.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -907036.875000 Penalty: 4477.639160
	Iteration 32Q: 3 clusters Score -907036.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -907039.125000 Penalty: 4477.639160
	Iteration 33Q: 3 clusters Score -907039.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -907042.125000 Penalty: 4477.639160
	Iteration 34Q: 3 clusters Score -907042.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -907042.375000 Penalty: 4477.639160
	Iteration 35Q: 3 clusters Score -907042.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -907041.500000 Penalty: 4477.639160
	Iteration 36Q: 3 clusters Score -907041.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -907044.187500 Penalty: 4477.639160
	Iteration 37Q: 3 clusters Score -907044.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -907044.187500 Penalty: 4477.639160
	Iteration 38F: 3 clusters Score -907044.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Entering Unmasked Estep 
Score: -291422.312500 Penalty: 1949.134521
	Iteration 0F: 2 clusters Score -291422.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -288450.906250 Penalty: 3898.269043
	Iteration 0F: 3 clusters Score -288450.9 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -289112.906250 Penalty: 3898.269043
	Iteration 1F: 3 clusters Score -289112.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -289278.500000 Penalty: 3898.269043
	Iteration 2F: 3 clusters Score -289278.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -289380.125000 Penalty: 3898.269043
	Iteration 3Q: 3 clusters Score -289380.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -289436.906250 Penalty: 3898.269043
	Iteration 4Q: 3 clusters Score -289436.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -289479.687500 Penalty: 3898.269043
	Iteration 5Q: 3 clusters Score -289479.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -289506.937500 Penalty: 3898.269043
	Iteration 6Q: 3 clusters Score -289506.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -289529.000000 Penalty: 3898.269043
	Iteration 7Q: 3 clusters Score -289529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -289543.468750 Penalty: 3898.269043
	Iteration 8Q: 3 clusters Score -289543.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -289557.406250 Penalty: 3898.269043
	Iteration 9Q: 3 clusters Score -289557.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -289571.937500 Penalty: 3898.269043
	Iteration 10Q: 3 clusters Score -289571.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -289584.562500 Penalty: 3898.269043
	Iteration 11Q: 3 clusters Score -289584.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -289594.156250 Penalty: 3898.269043
	Iteration 12Q: 3 clusters Score -289594.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -289604.593750 Penalty: 3898.269043
	Iteration 13Q: 3 clusters Score -289604.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -289616.562500 Penalty: 3898.269043
	Iteration 14Q: 3 clusters Score -289616.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -289631.156250 Penalty: 3898.269043
	Iteration 15Q: 3 clusters Score -289631.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -289650.812500 Penalty: 3898.269043
	Iteration 16Q: 3 clusters Score -289650.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -289670.906250 Penalty: 3898.269043
	Iteration 17Q: 3 clusters Score -289670.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -289687.218750 Penalty: 3898.269043
	Iteration 18Q: 3 clusters Score -289687.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -289696.406250 Penalty: 3898.269043
	Iteration 19Q: 3 clusters Score -289696.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -289703.031250 Penalty: 3898.269043
	Iteration 20F: 3 clusters Score -289703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -289705.218750 Penalty: 3898.269043
	Iteration 21Q: 3 clusters Score -289705.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -289706.812500 Penalty: 3898.269043
	Iteration 22Q: 3 clusters Score -289706.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -289707.718750 Penalty: 3898.269043
	Iteration 23Q: 3 clusters Score -289707.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -289707.937500 Penalty: 3898.269043
	Iteration 24Q: 3 clusters Score -289707.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -289708.500000 Penalty: 3898.269043
	Iteration 25Q: 3 clusters Score -289708.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -289711.156250 Penalty: 3898.269043
	Iteration 26Q: 3 clusters Score -289711.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -289717.125000 Penalty: 3898.269043
	Iteration 27Q: 3 clusters Score -289717.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -289720.468750 Penalty: 3898.269043
	Iteration 28Q: 3 clusters Score -289720.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -289724.500000 Penalty: 3898.269043
	Iteration 29Q: 3 clusters Score -289724.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -289730.062500 Penalty: 3898.269043
	Iteration 30Q: 3 clusters Score -289730.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -289743.312500 Penalty: 3898.269043
	Iteration 31Q: 3 clusters Score -289743.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -289752.437500 Penalty: 3898.269043
	Iteration 32Q: 3 clusters Score -289752.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -289762.937500 Penalty: 3898.269043
	Iteration 33Q: 3 clusters Score -289762.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -289768.281250 Penalty: 3898.269043
	Iteration 34Q: 3 clusters Score -289768.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -289772.968750 Penalty: 3898.269043
	Iteration 35Q: 3 clusters Score -289773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -289777.812500 Penalty: 3898.269043
	Iteration 36Q: 3 clusters Score -289777.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -289783.906250 Penalty: 3898.269043
	Iteration 37Q: 3 clusters Score -289783.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -289791.062500 Penalty: 3898.269043
	Iteration 38Q: 3 clusters Score -289791.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -289802.125000 Penalty: 3898.269043
	Iteration 39Q: 3 clusters Score -289802.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -289810.750000 Penalty: 3898.269043
	Iteration 40F: 3 clusters Score -289810.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -289821.343750 Penalty: 3898.269043
	Iteration 41Q: 3 clusters Score -289821.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -289830.937500 Penalty: 3898.269043
	Iteration 42Q: 3 clusters Score -289830.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -289834.937500 Penalty: 3898.269043
	Iteration 43Q: 3 clusters Score -289834.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -289840.093750 Penalty: 3898.269043
	Iteration 44Q: 3 clusters Score -289840.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -289845.531250 Penalty: 3898.269043
	Iteration 45Q: 3 clusters Score -289845.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -289848.968750 Penalty: 3898.269043
	Iteration 46Q: 3 clusters Score -289849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -289851.562500 Penalty: 3898.269043
	Iteration 47Q: 3 clusters Score -289851.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -289858.125000 Penalty: 3898.269043
	Iteration 48Q: 3 clusters Score -289858.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -289865.500000 Penalty: 3898.269043
	Iteration 49Q: 3 clusters Score -289865.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -289872.906250 Penalty: 3898.269043
	Iteration 50Q: 3 clusters Score -289872.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -289877.437500 Penalty: 3898.269043
	Iteration 51Q: 3 clusters Score -289877.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -289879.843750 Penalty: 3898.269043
	Iteration 52Q: 3 clusters Score -289879.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -289882.406250 Penalty: 3898.269043
	Iteration 53Q: 3 clusters Score -289882.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -289884.843750 Penalty: 3898.269043
	Iteration 54Q: 3 clusters Score -289884.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -289887.375000 Penalty: 3898.269043
	Iteration 55Q: 3 clusters Score -289887.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -289890.531250 Penalty: 3898.269043
	Iteration 56Q: 3 clusters Score -289890.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -289893.968750 Penalty: 3898.269043
	Iteration 57Q: 3 clusters Score -289894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -289895.281250 Penalty: 3898.269043
	Iteration 58Q: 3 clusters Score -289895.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -289896.093750 Penalty: 3898.269043
	Iteration 59Q: 3 clusters Score -289896.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -289897.218750 Penalty: 3898.269043
	Iteration 60F: 3 clusters Score -289897.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -289898.875000 Penalty: 3898.269043
	Iteration 61Q: 3 clusters Score -289898.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -289901.281250 Penalty: 3898.269043
	Iteration 62Q: 3 clusters Score -289901.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -289906.906250 Penalty: 3898.269043
	Iteration 63Q: 3 clusters Score -289906.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -289911.531250 Penalty: 3898.269043
	Iteration 64Q: 3 clusters Score -289911.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -289914.062500 Penalty: 3898.269043
	Iteration 65Q: 3 clusters Score -289914.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -289918.093750 Penalty: 3898.269043
	Iteration 66Q: 3 clusters Score -289918.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -289921.281250 Penalty: 3898.269043
	Iteration 67Q: 3 clusters Score -289921.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -289923.906250 Penalty: 3898.269043
	Iteration 68Q: 3 clusters Score -289923.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -289929.093750 Penalty: 3898.269043
	Iteration 69Q: 3 clusters Score -289929.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -289931.968750 Penalty: 3898.269043
	Iteration 70Q: 3 clusters Score -289932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -289934.218750 Penalty: 3898.269043
	Iteration 71Q: 3 clusters Score -289934.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -289938.437500 Penalty: 3898.269043
	Iteration 72Q: 3 clusters Score -289938.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -289940.968750 Penalty: 3898.269043
	Iteration 73Q: 3 clusters Score -289941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -289942.156250 Penalty: 3898.269043
	Iteration 74Q: 3 clusters Score -289942.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -289943.906250 Penalty: 3898.269043
	Iteration 75Q: 3 clusters Score -289943.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -289946.062500 Penalty: 3898.269043
	Iteration 76Q: 3 clusters Score -289946.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -289949.437500 Penalty: 3898.269043
	Iteration 77Q: 3 clusters Score -289949.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -289950.625000 Penalty: 3898.269043
	Iteration 78Q: 3 clusters Score -289950.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -289952.312500 Penalty: 3898.269043
	Iteration 79Q: 3 clusters Score -289952.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -289953.718750 Penalty: 3898.269043
	Iteration 80F: 3 clusters Score -289953.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (196212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196212 members 
Entering Unmasked Estep 
Score: -24523752.000000 Penalty: 3022.363770
	Iteration 0F: 2 clusters Score -2.452375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97870 members 
Mstep: Class 2 contains 98342 members 
Entering Unmasked Estep 
Score: -24398010.000000 Penalty: 6044.727539
	Iteration 0F: 3 clusters Score -2.439801e+07 nChanged 94138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94784 members 
Mstep: Class 2 contains 101428 members 
Entering Unmasked Estep 
Score: -24453142.000000 Penalty: 6044.727539
	Iteration 1F: 3 clusters Score -2.445314e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92638 members 
Mstep: Class 2 contains 103574 members 
Entering Unmasked Estep 
Score: -24454554.000000 Penalty: 6044.727539
	Iteration 2Q: 3 clusters Score -2.445455e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89428 members 
Mstep: Class 2 contains 106784 members 
Entering Unmasked Estep 
Score: -24456374.000000 Penalty: 6044.727539
	Iteration 3Q: 3 clusters Score -2.445637e+07 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84664 members 
Mstep: Class 2 contains 111548 members 
Entering Unmasked Estep 
Score: -24458962.000000 Penalty: 6044.727539
	Iteration 4Q: 3 clusters Score -2.445896e+07 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77939 members 
Mstep: Class 2 contains 118273 members 
Entering Unmasked Estep 
Score: -24463020.000000 Penalty: 6044.727539
	Iteration 5Q: 3 clusters Score -2.446302e+07 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68868 members 
Mstep: Class 2 contains 127344 members 
Entering Unmasked Estep 
Score: -24469244.000000 Penalty: 6044.727539
	Iteration 6F: 3 clusters Score -2.446924e+07 nChanged 12396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57488 members 
Mstep: Class 2 contains 138724 members 
Entering Unmasked Estep 
Score: -24477820.000000 Penalty: 6044.727539
	Iteration 7F: 3 clusters Score -2.447782e+07 nChanged 13737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 151833 members 
Entering Unmasked Estep 
Score: -24488908.000000 Penalty: 6044.727539
	Iteration 8F: 3 clusters Score -2.448891e+07 nChanged 13311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 164794 members 
Entering Unmasked Estep 
Score: -24500004.000000 Penalty: 6044.727539
	Iteration 9F: 3 clusters Score -2.45e+07 nChanged 10919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 175507 members 
Entering Unmasked Estep 
Score: -24508362.000000 Penalty: 6044.727539
	Iteration 10F: 3 clusters Score -2.450836e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 182813 members 
Entering Unmasked Estep 
Score: -24513272.000000 Penalty: 6044.727539
	Iteration 11Q: 3 clusters Score -2.451327e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 187368 members 
Entering Unmasked Estep 
Score: -24516126.000000 Penalty: 6044.727539
	Iteration 12Q: 3 clusters Score -2.451613e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 190155 members 
Entering Unmasked Estep 
Score: -24517976.000000 Penalty: 6044.727539
	Iteration 13Q: 3 clusters Score -2.451798e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 191905 members 
Entering Unmasked Estep 
Score: -24519182.000000 Penalty: 6044.727539
	Iteration 14Q: 3 clusters Score -2.451918e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 192950 members 
Entering Unmasked Estep 
Score: -24519798.000000 Penalty: 6044.727539
	Iteration 15Q: 3 clusters Score -2.45198e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 193621 members 
Entering Unmasked Estep 
Score: -24520184.000000 Penalty: 6044.727539
	Iteration 16Q: 3 clusters Score -2.452018e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 194054 members 
Entering Unmasked Estep 
Score: -24520528.000000 Penalty: 6044.727539
	Iteration 17Q: 3 clusters Score -2.452053e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 194325 members 
Entering Unmasked Estep 
Score: -24520714.000000 Penalty: 6044.727539
	Iteration 18Q: 3 clusters Score -2.452071e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 194498 members 
Entering Unmasked Estep 
Score: -24520862.000000 Penalty: 6044.727539
	Iteration 19Q: 3 clusters Score -2.452086e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 194607 members 
Entering Unmasked Estep 
Score: -24520982.000000 Penalty: 6044.727539
	Iteration 20F: 3 clusters Score -2.452098e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 194690 members 
Entering Unmasked Estep 
Score: -24521078.000000 Penalty: 6044.727539
	Iteration 21Q: 3 clusters Score -2.452108e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 194749 members 
Entering Unmasked Estep 
Score: -24521158.000000 Penalty: 6044.727539
	Iteration 22Q: 3 clusters Score -2.452116e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 194799 members 
Entering Unmasked Estep 
Score: -24521194.000000 Penalty: 6044.727539
	Iteration 23Q: 3 clusters Score -2.452119e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 194841 members 
Entering Unmasked Estep 
Score: -24521222.000000 Penalty: 6044.727539
	Iteration 24Q: 3 clusters Score -2.452122e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 194874 members 
Entering Unmasked Estep 
Score: -24521270.000000 Penalty: 6044.727539
	Iteration 25Q: 3 clusters Score -2.452127e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 194902 members 
Entering Unmasked Estep 
Score: -24521270.000000 Penalty: 6044.727539
	Iteration 26Q: 3 clusters Score -2.452127e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 194921 members 
Entering Unmasked Estep 
Score: -24521308.000000 Penalty: 6044.727539
	Iteration 27Q: 3 clusters Score -2.452131e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 194933 members 
Entering Unmasked Estep 
Score: -24521326.000000 Penalty: 6044.727539
	Iteration 28Q: 3 clusters Score -2.452133e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 194944 members 
Entering Unmasked Estep 
Score: -24521348.000000 Penalty: 6044.727539
	Iteration 29Q: 3 clusters Score -2.452135e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 194947 members 
Entering Unmasked Estep 
Score: -24521344.000000 Penalty: 6044.727539
	Iteration 30Q: 3 clusters Score -2.452134e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 194955 members 
Entering Unmasked Estep 
Score: -24521382.000000 Penalty: 6044.727539
	Iteration 31Q: 3 clusters Score -2.452138e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 194965 members 
Entering Unmasked Estep 
Score: -24521366.000000 Penalty: 6044.727539
	Iteration 32Q: 3 clusters Score -2.452137e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 194969 members 
Entering Unmasked Estep 
Score: -24521368.000000 Penalty: 6044.727539
	Iteration 33Q: 3 clusters Score -2.452137e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 194986 members 
Entering Unmasked Estep 
Score: -24521384.000000 Penalty: 6044.727539
	Iteration 34Q: 3 clusters Score -2.452138e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 194996 members 
Entering Unmasked Estep 
Score: -24521408.000000 Penalty: 6044.727539
	Iteration 35Q: 3 clusters Score -2.452141e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 195004 members 
Entering Unmasked Estep 
Score: -24521438.000000 Penalty: 6044.727539
	Iteration 36Q: 3 clusters Score -2.452144e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 195007 members 
Entering Unmasked Estep 
Score: -24521440.000000 Penalty: 6044.727539
	Iteration 37Q: 3 clusters Score -2.452144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195002 members 
Entering Unmasked Estep 
Score: -24521436.000000 Penalty: 6044.727539
	Iteration 38Q: 3 clusters Score -2.452144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195002 members 
Entering Unmasked Estep 
Score: -24521442.000000 Penalty: 6044.727539
	Iteration 39Q: 3 clusters Score -2.452144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 195008 members 
Entering Unmasked Estep 
Score: -24521436.000000 Penalty: 6044.727539
	Iteration 40F: 3 clusters Score -2.452144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 195018 members 
Entering Unmasked Estep 
Score: -24521450.000000 Penalty: 6044.727539
	Iteration 41Q: 3 clusters Score -2.452145e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 195024 members 
Entering Unmasked Estep 
Score: -24521450.000000 Penalty: 6044.727539
	Iteration 42Q: 3 clusters Score -2.452145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 195028 members 
Entering Unmasked Estep 
Score: -24521446.000000 Penalty: 6044.727539
	Iteration 43Q: 3 clusters Score -2.452145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 195033 members 
Entering Unmasked Estep 
Score: -24521440.000000 Penalty: 6044.727539
	Iteration 44Q: 3 clusters Score -2.452144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 195034 members 
Entering Unmasked Estep 
Score: -24521460.000000 Penalty: 6044.727539
	Iteration 45Q: 3 clusters Score -2.452146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 195031 members 
Entering Unmasked Estep 
Score: -24521468.000000 Penalty: 6044.727539
	Iteration 46Q: 3 clusters Score -2.452147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 195027 members 
Entering Unmasked Estep 
Score: -24521450.000000 Penalty: 6044.727539
	Iteration 47Q: 3 clusters Score -2.452145e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 195024 members 
Entering Unmasked Estep 
Score: -24521468.000000 Penalty: 6044.727539
	Iteration 48Q: 3 clusters Score -2.452147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 195026 members 
Entering Unmasked Estep 
Score: -24521470.000000 Penalty: 6044.727539
	Iteration 49Q: 3 clusters Score -2.452147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 195027 members 
Entering Unmasked Estep 
Score: -24521466.000000 Penalty: 6044.727539
	Iteration 50Q: 3 clusters Score -2.452147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 195027 members 
Entering Unmasked Estep 
Score: -24521480.000000 Penalty: 6044.727539
	Iteration 51Q: 3 clusters Score -2.452148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 195028 members 
Entering Unmasked Estep 
Score: -24521478.000000 Penalty: 6044.727539
	Iteration 52Q: 3 clusters Score -2.452148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 195033 members 
Entering Unmasked Estep 
Score: -24521466.000000 Penalty: 6044.727539
	Iteration 53Q: 3 clusters Score -2.452147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 195036 members 
Entering Unmasked Estep 
Score: -24521478.000000 Penalty: 6044.727539
	Iteration 54Q: 3 clusters Score -2.452148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 195043 members 
Entering Unmasked Estep 
Score: -24521480.000000 Penalty: 6044.727539
	Iteration 55Q: 3 clusters Score -2.452148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 195044 members 
Entering Unmasked Estep 
Score: -24521492.000000 Penalty: 6044.727539
	Iteration 56Q: 3 clusters Score -2.452149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 195046 members 
Entering Unmasked Estep 
Score: -24521492.000000 Penalty: 6044.727539
	Iteration 57Q: 3 clusters Score -2.452149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 195052 members 
Entering Unmasked Estep 
Score: -24521508.000000 Penalty: 6044.727539
	Iteration 58Q: 3 clusters Score -2.452151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 195052 members 
Entering Unmasked Estep 
Score: -24521522.000000 Penalty: 6044.727539
	Iteration 59Q: 3 clusters Score -2.452152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 195050 members 
Entering Unmasked Estep 
Score: -24521528.000000 Penalty: 6044.727539
	Iteration 60F: 3 clusters Score -2.452153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 195047 members 
Entering Unmasked Estep 
Score: -24521514.000000 Penalty: 6044.727539
	Iteration 61Q: 3 clusters Score -2.452151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 195045 members 
Entering Unmasked Estep 
Score: -24521518.000000 Penalty: 6044.727539
	Iteration 62Q: 3 clusters Score -2.452152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 195044 members 
Entering Unmasked Estep 
Score: -24521522.000000 Penalty: 6044.727539
	Iteration 63Q: 3 clusters Score -2.452152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 195044 members 
Entering Unmasked Estep 
Score: -24521514.000000 Penalty: 6044.727539
	Iteration 64Q: 3 clusters Score -2.452151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 195046 members 
Entering Unmasked Estep 
Score: -24521534.000000 Penalty: 6044.727539
	Iteration 65Q: 3 clusters Score -2.452153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 195048 members 
Entering Unmasked Estep 
Score: -24521538.000000 Penalty: 6044.727539
	Iteration 66Q: 3 clusters Score -2.452154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 195050 members 
Entering Unmasked Estep 
Score: -24521542.000000 Penalty: 6044.727539
	Iteration 67Q: 3 clusters Score -2.452154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 195050 members 
Entering Unmasked Estep 
Score: -24521542.000000 Penalty: 6044.727539
	Iteration 68Q: 3 clusters Score -2.452154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 195048 members 
Entering Unmasked Estep 
Score: -24521548.000000 Penalty: 6044.727539
	Iteration 69Q: 3 clusters Score -2.452155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 195049 members 
Entering Unmasked Estep 
Score: -24521544.000000 Penalty: 6044.727539
	Iteration 70Q: 3 clusters Score -2.452154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 195050 members 
Entering Unmasked Estep 
Score: -24521552.000000 Penalty: 6044.727539
	Iteration 71Q: 3 clusters Score -2.452155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 195050 members 
Entering Unmasked Estep 
Score: -24521552.000000 Penalty: 6044.727539
	Iteration 72F: 3 clusters Score -2.452155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Entering Unmasked Estep 
Score: -138599.500000 Penalty: 1762.641602
	Iteration 0F: 2 clusters Score -138599.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -136539.500000 Penalty: 3525.283203
	Iteration 0F: 3 clusters Score -136539.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -136907.921875 Penalty: 3525.283203
	Iteration 1F: 3 clusters Score -136907.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -137027.015625 Penalty: 3525.283203
	Iteration 2F: 3 clusters Score -137027 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -137148.437500 Penalty: 3525.283203
	Iteration 3Q: 3 clusters Score -137148.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -137356.140625 Penalty: 3525.283203
	Iteration 4F: 3 clusters Score -137356.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -137707.093750 Penalty: 3525.283203
	Iteration 5F: 3 clusters Score -137707.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -138078.921875 Penalty: 3525.283203
	Iteration 6F: 3 clusters Score -138078.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -138504.953125 Penalty: 3525.283203
	Iteration 7F: 3 clusters Score -138505 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -138854.687500 Penalty: 3525.283203
	Iteration 8F: 3 clusters Score -138854.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -139052.828125 Penalty: 3525.283203
	Iteration 9Q: 3 clusters Score -139052.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -139099.421875 Penalty: 3525.283203
	Iteration 10Q: 3 clusters Score -139099.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -139120.953125 Penalty: 3525.283203
	Iteration 11Q: 3 clusters Score -139121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -139127.843750 Penalty: 3525.283203
	Iteration 12Q: 3 clusters Score -139127.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -139129.656250 Penalty: 3525.283203
	Iteration 13Q: 3 clusters Score -139129.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -139129.656250 Penalty: 3525.283203
	Iteration 14F: 3 clusters Score -139129.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196212 members 
Mstep: Class 8 contains 427 members 
Mstep: Class 9 contains 41473 members 
Mstep: Class 10 contains 279329 members 
Mstep: Class 11 contains 59446 members 
Mstep: Class 12 contains 295346 members 
Mstep: Class 13 contains 10424 members 
Mstep: Class 14 contains 31570 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39729 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22881 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93006 members 
Mstep: Class 24 contains 78075 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 794 members 
Entering Unmasked Estep 
Score: -154579840.000000 Penalty: 90644.539062
Splitting cluster 8 changes total score from -154581312.000000 to -154579840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Entering Unmasked Estep 
Score: -5173857.000000 Penalty: 2636.933838
	Iteration 0F: 2 clusters Score -5173857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -5145713.500000 Penalty: 5273.867676
	Iteration 0F: 3 clusters Score -5145714 nChanged 18947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -5156405.500000 Penalty: 5273.867676
	Iteration 1F: 3 clusters Score -5156406 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -5157240.500000 Penalty: 5273.867676
	Iteration 2F: 3 clusters Score -5157240 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -5158322.500000 Penalty: 5273.867676
	Iteration 3F: 3 clusters Score -5158322 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -5159971.000000 Penalty: 5273.867676
	Iteration 4F: 3 clusters Score -5159971 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -5162479.000000 Penalty: 5273.867676
	Iteration 5F: 3 clusters Score -5162479 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -5165728.000000 Penalty: 5273.867676
	Iteration 6F: 3 clusters Score -5165728 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -5168594.000000 Penalty: 5273.867676
	Iteration 7F: 3 clusters Score -5168594 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -5170252.000000 Penalty: 5273.867676
	Iteration 8Q: 3 clusters Score -5170252 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -5170983.000000 Penalty: 5273.867676
	Iteration 9Q: 3 clusters Score -5170983 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -5171329.000000 Penalty: 5273.867676
	Iteration 10Q: 3 clusters Score -5171329 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -5171501.500000 Penalty: 5273.867676
	Iteration 11Q: 3 clusters Score -5171502 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -5171558.000000 Penalty: 5273.867676
	Iteration 12Q: 3 clusters Score -5171558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -5171603.000000 Penalty: 5273.867676
	Iteration 13Q: 3 clusters Score -5171603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -5171619.500000 Penalty: 5273.867676
	Iteration 14Q: 3 clusters Score -5171620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -5171633.500000 Penalty: 5273.867676
	Iteration 15Q: 3 clusters Score -5171634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -5171638.000000 Penalty: 5273.867676
	Iteration 16Q: 3 clusters Score -5171638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -5171652.000000 Penalty: 5273.867676
	Iteration 17Q: 3 clusters Score -5171652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -5171667.500000 Penalty: 5273.867676
	Iteration 18Q: 3 clusters Score -5171668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -5171694.500000 Penalty: 5273.867676
	Iteration 19Q: 3 clusters Score -5171694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -5171702.500000 Penalty: 5273.867676
	Iteration 20F: 3 clusters Score -5171702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -5171706.000000 Penalty: 5273.867676
	Iteration 21Q: 3 clusters Score -5171706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -5171710.000000 Penalty: 5273.867676
	Iteration 22Q: 3 clusters Score -5171710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -5171706.000000 Penalty: 5273.867676
	Iteration 23Q: 3 clusters Score -5171706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -5171712.000000 Penalty: 5273.867676
	Iteration 24Q: 3 clusters Score -5171712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -5171714.000000 Penalty: 5273.867676
	Iteration 25Q: 3 clusters Score -5171714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -5171714.500000 Penalty: 5273.867676
	Iteration 26Q: 3 clusters Score -5171714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -5171717.500000 Penalty: 5273.867676
	Iteration 27Q: 3 clusters Score -5171718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -5171720.500000 Penalty: 5273.867676
	Iteration 28Q: 3 clusters Score -5171720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -5171725.000000 Penalty: 5273.867676
	Iteration 29Q: 3 clusters Score -5171725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -5171727.500000 Penalty: 5273.867676
	Iteration 30Q: 3 clusters Score -5171728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -5171727.000000 Penalty: 5273.867676
	Iteration 31Q: 3 clusters Score -5171727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -5171731.000000 Penalty: 5273.867676
	Iteration 32Q: 3 clusters Score -5171731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -5171730.000000 Penalty: 5273.867676
	Iteration 33Q: 3 clusters Score -5171730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -5171730.000000 Penalty: 5273.867676
	Iteration 34F: 3 clusters Score -5171730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (279329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279329 members 
Entering Unmasked Estep 
Score: -34633632.000000 Penalty: 3109.956055
	Iteration 0F: 2 clusters Score -3.463363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140116 members 
Mstep: Class 2 contains 139213 members 
Entering Unmasked Estep 
Score: -34460380.000000 Penalty: 6219.912109
	Iteration 0F: 3 clusters Score -3.446038e+07 nChanged 134694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146718 members 
Mstep: Class 2 contains 132611 members 
Entering Unmasked Estep 
Score: -34542612.000000 Penalty: 6219.912109
	Iteration 1F: 3 clusters Score -3.454261e+07 nChanged 10859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148899 members 
Mstep: Class 2 contains 130430 members 
Entering Unmasked Estep 
Score: -34548176.000000 Penalty: 6219.912109
	Iteration 2Q: 3 clusters Score -3.454818e+07 nChanged 13502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150769 members 
Mstep: Class 2 contains 128560 members 
Entering Unmasked Estep 
Score: -34556172.000000 Penalty: 6219.912109
	Iteration 3Q: 3 clusters Score -3.455617e+07 nChanged 16170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151209 members 
Mstep: Class 2 contains 128120 members 
Entering Unmasked Estep 
Score: -34567316.000000 Penalty: 6219.912109
	Iteration 4F: 3 clusters Score -3.456732e+07 nChanged 18908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149719 members 
Mstep: Class 2 contains 129610 members 
Entering Unmasked Estep 
Score: -34581244.000000 Penalty: 6219.912109
	Iteration 5F: 3 clusters Score -3.458124e+07 nChanged 20619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145734 members 
Mstep: Class 2 contains 133595 members 
Entering Unmasked Estep 
Score: -34596808.000000 Penalty: 6219.912109
	Iteration 6F: 3 clusters Score -3.459681e+07 nChanged 19312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140234 members 
Mstep: Class 2 contains 139095 members 
Entering Unmasked Estep 
Score: -34610660.000000 Penalty: 6219.912109
	Iteration 7F: 3 clusters Score -3.461066e+07 nChanged 15153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134689 members 
Mstep: Class 2 contains 144640 members 
Entering Unmasked Estep 
Score: -34619376.000000 Penalty: 6219.912109
	Iteration 8F: 3 clusters Score -3.461938e+07 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130138 members 
Mstep: Class 2 contains 149191 members 
Entering Unmasked Estep 
Score: -34623488.000000 Penalty: 6219.912109
	Iteration 9Q: 3 clusters Score -3.462349e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126163 members 
Mstep: Class 2 contains 153166 members 
Entering Unmasked Estep 
Score: -34626064.000000 Penalty: 6219.912109
	Iteration 10Q: 3 clusters Score -3.462606e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122921 members 
Mstep: Class 2 contains 156408 members 
Entering Unmasked Estep 
Score: -34627776.000000 Penalty: 6219.912109
	Iteration 11Q: 3 clusters Score -3.462778e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119827 members 
Mstep: Class 2 contains 159502 members 
Entering Unmasked Estep 
Score: -34628868.000000 Penalty: 6219.912109
	Iteration 12Q: 3 clusters Score -3.462887e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116816 members 
Mstep: Class 2 contains 162513 members 
Entering Unmasked Estep 
Score: -34629624.000000 Penalty: 6219.912109
	Iteration 13Q: 3 clusters Score -3.462962e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113629 members 
Mstep: Class 2 contains 165700 members 
Entering Unmasked Estep 
Score: -34629952.000000 Penalty: 6219.912109
	Iteration 14Q: 3 clusters Score -3.462995e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110409 members 
Mstep: Class 2 contains 168920 members 
Entering Unmasked Estep 
Score: -34630324.000000 Penalty: 6219.912109
	Iteration 15Q: 3 clusters Score -3.463032e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106747 members 
Mstep: Class 2 contains 172582 members 
Entering Unmasked Estep 
Score: -34630428.000000 Penalty: 6219.912109
	Iteration 16Q: 3 clusters Score -3.463043e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102379 members 
Mstep: Class 2 contains 176950 members 
Entering Unmasked Estep 
Score: -34630804.000000 Penalty: 6219.912109
	Iteration 17Q: 3 clusters Score -3.46308e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97381 members 
Mstep: Class 2 contains 181948 members 
Entering Unmasked Estep 
Score: -34630732.000000 Penalty: 6219.912109
	Iteration 18Q: 3 clusters Score -3.463073e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91791 members 
Mstep: Class 2 contains 187538 members 
Entering Unmasked Estep 
Score: -34630912.000000 Penalty: 6219.912109
	Iteration 19Q: 3 clusters Score -3.463091e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85681 members 
Mstep: Class 2 contains 193648 members 
Entering Unmasked Estep 
Score: -34631148.000000 Penalty: 6219.912109
	Iteration 20F: 3 clusters Score -3.463115e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78843 members 
Mstep: Class 2 contains 200486 members 
Entering Unmasked Estep 
Score: -34631208.000000 Penalty: 6219.912109
	Iteration 21Q: 3 clusters Score -3.463121e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71432 members 
Mstep: Class 2 contains 207897 members 
Entering Unmasked Estep 
Score: -34631168.000000 Penalty: 6219.912109
	Iteration 22Q: 3 clusters Score -3.463117e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63580 members 
Mstep: Class 2 contains 215749 members 
Entering Unmasked Estep 
Score: -34631344.000000 Penalty: 6219.912109
	Iteration 23Q: 3 clusters Score -3.463134e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55471 members 
Mstep: Class 2 contains 223858 members 
Entering Unmasked Estep 
Score: -34631596.000000 Penalty: 6219.912109
	Iteration 24Q: 3 clusters Score -3.46316e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 232202 members 
Entering Unmasked Estep 
Score: -34631980.000000 Penalty: 6219.912109
	Iteration 25Q: 3 clusters Score -3.463198e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 240331 members 
Entering Unmasked Estep 
Score: -34631680.000000 Penalty: 6219.912109
	Iteration 26Q: 3 clusters Score -3.463168e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 247876 members 
Entering Unmasked Estep 
Score: -34631968.000000 Penalty: 6219.912109
	Iteration 27Q: 3 clusters Score -3.463197e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 254616 members 
Entering Unmasked Estep 
Score: -34632332.000000 Penalty: 6219.912109
	Iteration 28Q: 3 clusters Score -3.463233e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 260000 members 
Entering Unmasked Estep 
Score: -34632300.000000 Penalty: 6219.912109
	Iteration 29Q: 3 clusters Score -3.46323e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 263192 members 
Entering Unmasked Estep 
Score: -34632168.000000 Penalty: 6219.912109
	Iteration 30Q: 3 clusters Score -3.463217e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 264792 members 
Entering Unmasked Estep 
Score: -34632200.000000 Penalty: 6219.912109
	Iteration 31Q: 3 clusters Score -3.46322e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 265486 members 
Entering Unmasked Estep 
Score: -34632156.000000 Penalty: 6219.912109
	Iteration 32Q: 3 clusters Score -3.463216e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 265740 members 
Entering Unmasked Estep 
Score: -34632020.000000 Penalty: 6219.912109
	Iteration 33Q: 3 clusters Score -3.463202e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 265833 members 
Entering Unmasked Estep 
Score: -34632044.000000 Penalty: 6219.912109
	Iteration 34Q: 3 clusters Score -3.463204e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 265864 members 
Entering Unmasked Estep 
Score: -34632088.000000 Penalty: 6219.912109
	Iteration 35Q: 3 clusters Score -3.463209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 265879 members 
Entering Unmasked Estep 
Score: -34632072.000000 Penalty: 6219.912109
	Iteration 36Q: 3 clusters Score -3.463207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 265889 members 
Entering Unmasked Estep 
Score: -34632072.000000 Penalty: 6219.912109
	Iteration 37Q: 3 clusters Score -3.463207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 265897 members 
Entering Unmasked Estep 
Score: -34632056.000000 Penalty: 6219.912109
	Iteration 38Q: 3 clusters Score -3.463206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 265901 members 
Entering Unmasked Estep 
Score: -34632056.000000 Penalty: 6219.912109
	Iteration 39Q: 3 clusters Score -3.463206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 265904 members 
Entering Unmasked Estep 
Score: -34633724.000000 Penalty: 6219.912109
	Iteration 40F: 3 clusters Score -3.463372e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 269377 members 
Entering Unmasked Estep 
Score: -34633536.000000 Penalty: 6219.912109
	Iteration 41Q: 3 clusters Score -3.463354e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 271813 members 
Entering Unmasked Estep 
Score: -34633412.000000 Penalty: 6219.912109
	Iteration 42Q: 3 clusters Score -3.463341e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 273560 members 
Entering Unmasked Estep 
Score: -34633044.000000 Penalty: 6219.912109
	Iteration 43Q: 3 clusters Score -3.463304e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 274795 members 
Entering Unmasked Estep 
Score: -34632840.000000 Penalty: 6219.912109
	Iteration 44Q: 3 clusters Score -3.463284e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 275681 members 
Entering Unmasked Estep 
Score: -34632684.000000 Penalty: 6219.912109
	Iteration 45Q: 3 clusters Score -3.463268e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 276338 members 
Entering Unmasked Estep 
Score: -34632588.000000 Penalty: 6219.912109
	Iteration 46Q: 3 clusters Score -3.463259e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 276837 members 
Entering Unmasked Estep 
Score: -34632576.000000 Penalty: 6219.912109
	Iteration 47Q: 3 clusters Score -3.463258e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 277185 members 
Entering Unmasked Estep 
Score: -34632576.000000 Penalty: 6219.912109
	Iteration 48Q: 3 clusters Score -3.463258e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 277450 members 
Entering Unmasked Estep 
Score: -34632536.000000 Penalty: 6219.912109
	Iteration 49Q: 3 clusters Score -3.463254e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 277622 members 
Entering Unmasked Estep 
Score: -34632472.000000 Penalty: 6219.912109
	Iteration 50Q: 3 clusters Score -3.463247e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 277744 members 
Entering Unmasked Estep 
Score: -34632448.000000 Penalty: 6219.912109
	Iteration 51Q: 3 clusters Score -3.463245e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 277835 members 
Entering Unmasked Estep 
Score: -34632336.000000 Penalty: 6219.912109
	Iteration 52Q: 3 clusters Score -3.463234e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 277902 members 
Entering Unmasked Estep 
Score: -34632304.000000 Penalty: 6219.912109
	Iteration 53Q: 3 clusters Score -3.46323e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 277949 members 
Entering Unmasked Estep 
Score: -34632336.000000 Penalty: 6219.912109
	Iteration 54Q: 3 clusters Score -3.463234e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 277992 members 
Entering Unmasked Estep 
Score: -34632292.000000 Penalty: 6219.912109
	Iteration 55Q: 3 clusters Score -3.463229e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 278025 members 
Entering Unmasked Estep 
Score: -34632288.000000 Penalty: 6219.912109
	Iteration 56Q: 3 clusters Score -3.463229e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 278064 members 
Entering Unmasked Estep 
Score: -34632268.000000 Penalty: 6219.912109
	Iteration 57Q: 3 clusters Score -3.463227e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 278093 members 
Entering Unmasked Estep 
Score: -34632224.000000 Penalty: 6219.912109
	Iteration 58Q: 3 clusters Score -3.463222e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 278124 members 
Entering Unmasked Estep 
Score: -34632212.000000 Penalty: 6219.912109
	Iteration 59Q: 3 clusters Score -3.463221e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 278147 members 
Entering Unmasked Estep 
Score: -34632228.000000 Penalty: 6219.912109
	Iteration 60F: 3 clusters Score -3.463223e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 278174 members 
Entering Unmasked Estep 
Score: -34632164.000000 Penalty: 6219.912109
	Iteration 61Q: 3 clusters Score -3.463216e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 278190 members 
Entering Unmasked Estep 
Score: -34632152.000000 Penalty: 6219.912109
	Iteration 62Q: 3 clusters Score -3.463215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 278196 members 
Entering Unmasked Estep 
Score: -34632112.000000 Penalty: 6219.912109
	Iteration 63Q: 3 clusters Score -3.463211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 278198 members 
Entering Unmasked Estep 
Score: -34632128.000000 Penalty: 6219.912109
	Iteration 64Q: 3 clusters Score -3.463213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 278205 members 
Entering Unmasked Estep 
Score: -34632136.000000 Penalty: 6219.912109
	Iteration 65Q: 3 clusters Score -3.463214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 278215 members 
Entering Unmasked Estep 
Score: -34632136.000000 Penalty: 6219.912109
	Iteration 66Q: 3 clusters Score -3.463214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 278223 members 
Entering Unmasked Estep 
Score: -34632148.000000 Penalty: 6219.912109
	Iteration 67Q: 3 clusters Score -3.463215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 278230 members 
Entering Unmasked Estep 
Score: -34632156.000000 Penalty: 6219.912109
	Iteration 68Q: 3 clusters Score -3.463216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 278235 members 
Entering Unmasked Estep 
Score: -34632168.000000 Penalty: 6219.912109
	Iteration 69Q: 3 clusters Score -3.463217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 278239 members 
Entering Unmasked Estep 
Score: -34632156.000000 Penalty: 6219.912109
	Iteration 70Q: 3 clusters Score -3.463216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 278241 members 
Entering Unmasked Estep 
Score: -34632144.000000 Penalty: 6219.912109
	Iteration 71Q: 3 clusters Score -3.463214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 278243 members 
Entering Unmasked Estep 
Score: -34632140.000000 Penalty: 6219.912109
	Iteration 72Q: 3 clusters Score -3.463214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 278243 members 
Entering Unmasked Estep 
Score: -34632140.000000 Penalty: 6219.912109
	Iteration 73F: 3 clusters Score -3.463214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Entering Unmasked Estep 
Score: -7467229.500000 Penalty: 2726.220215
	Iteration 0F: 2 clusters Score -7467230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -7427360.500000 Penalty: 5452.440430
	Iteration 0F: 3 clusters Score -7427360 nChanged 27591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -7443099.000000 Penalty: 5452.440430
	Iteration 1F: 3 clusters Score -7443099 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -7443996.000000 Penalty: 5452.440430
	Iteration 2Q: 3 clusters Score -7443996 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -7445347.000000 Penalty: 5452.440430
	Iteration 3Q: 3 clusters Score -7445347 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -7447322.000000 Penalty: 5452.440430
	Iteration 4F: 3 clusters Score -7447322 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -7450202.000000 Penalty: 5452.440430
	Iteration 5F: 3 clusters Score -7450202 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -7453893.500000 Penalty: 5452.440430
	Iteration 6F: 3 clusters Score -7453894 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -7457780.000000 Penalty: 5452.440430
	Iteration 7F: 3 clusters Score -7457780 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -7460818.000000 Penalty: 5452.440430
	Iteration 8F: 3 clusters Score -7460818 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -7462452.500000 Penalty: 5452.440430
	Iteration 9Q: 3 clusters Score -7462452 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 50750 members 
Entering Unmasked Estep 
Score: -7463238.500000 Penalty: 5452.440430
	Iteration 10Q: 3 clusters Score -7463238 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -7463606.000000 Penalty: 5452.440430
	Iteration 11Q: 3 clusters Score -7463606 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -7463782.500000 Penalty: 5452.440430
	Iteration 12Q: 3 clusters Score -7463782 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 52305 members 
Entering Unmasked Estep 
Score: -7463925.000000 Penalty: 5452.440430
	Iteration 13Q: 3 clusters Score -7463925 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 52704 members 
Entering Unmasked Estep 
Score: -7464040.000000 Penalty: 5452.440430
	Iteration 14Q: 3 clusters Score -7464040 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 53065 members 
Entering Unmasked Estep 
Score: -7464161.500000 Penalty: 5452.440430
	Iteration 15Q: 3 clusters Score -7464162 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -7464243.000000 Penalty: 5452.440430
	Iteration 16Q: 3 clusters Score -7464243 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -7464313.500000 Penalty: 5452.440430
	Iteration 17Q: 3 clusters Score -7464314 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -7464391.500000 Penalty: 5452.440430
	Iteration 18Q: 3 clusters Score -7464392 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -7464462.000000 Penalty: 5452.440430
	Iteration 19Q: 3 clusters Score -7464462 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 54473 members 
Entering Unmasked Estep 
Score: -7464509.000000 Penalty: 5452.440430
	Iteration 20F: 3 clusters Score -7464509 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 54723 members 
Entering Unmasked Estep 
Score: -7464603.000000 Penalty: 5452.440430
	Iteration 21Q: 3 clusters Score -7464603 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -7464677.500000 Penalty: 5452.440430
	Iteration 22Q: 3 clusters Score -7464678 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -7464761.500000 Penalty: 5452.440430
	Iteration 23Q: 3 clusters Score -7464762 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -7464846.000000 Penalty: 5452.440430
	Iteration 24Q: 3 clusters Score -7464846 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -7464920.500000 Penalty: 5452.440430
	Iteration 25Q: 3 clusters Score -7464920 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 55689 members 
Entering Unmasked Estep 
Score: -7464984.000000 Penalty: 5452.440430
	Iteration 26Q: 3 clusters Score -7464984 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 55832 members 
Entering Unmasked Estep 
Score: -7465018.500000 Penalty: 5452.440430
	Iteration 27Q: 3 clusters Score -7465018 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 55970 members 
Entering Unmasked Estep 
Score: -7465062.500000 Penalty: 5452.440430
	Iteration 28Q: 3 clusters Score -7465062 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
Score: -7465109.000000 Penalty: 5452.440430
	Iteration 29Q: 3 clusters Score -7465109 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 56194 members 
Entering Unmasked Estep 
Score: -7465122.000000 Penalty: 5452.440430
	Iteration 30Q: 3 clusters Score -7465122 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 56290 members 
Entering Unmasked Estep 
Score: -7465168.500000 Penalty: 5452.440430
	Iteration 31Q: 3 clusters Score -7465168 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 56370 members 
Entering Unmasked Estep 
Score: -7465186.000000 Penalty: 5452.440430
	Iteration 32Q: 3 clusters Score -7465186 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 56439 members 
Entering Unmasked Estep 
Score: -7465199.500000 Penalty: 5452.440430
	Iteration 33Q: 3 clusters Score -7465200 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 56511 members 
Entering Unmasked Estep 
Score: -7465189.500000 Penalty: 5452.440430
	Iteration 34Q: 3 clusters Score -7465190 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 56584 members 
Entering Unmasked Estep 
Score: -7465231.000000 Penalty: 5452.440430
	Iteration 35Q: 3 clusters Score -7465231 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -7465272.000000 Penalty: 5452.440430
	Iteration 36Q: 3 clusters Score -7465272 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -7465306.000000 Penalty: 5452.440430
	Iteration 37Q: 3 clusters Score -7465306 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -7465318.000000 Penalty: 5452.440430
	Iteration 38Q: 3 clusters Score -7465318 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 56828 members 
Entering Unmasked Estep 
Score: -7465345.000000 Penalty: 5452.440430
	Iteration 39Q: 3 clusters Score -7465345 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 56862 members 
Entering Unmasked Estep 
Score: -7465341.000000 Penalty: 5452.440430
	Iteration 40F: 3 clusters Score -7465341 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 56902 members 
Entering Unmasked Estep 
Score: -7465364.500000 Penalty: 5452.440430
	Iteration 41Q: 3 clusters Score -7465364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 56940 members 
Entering Unmasked Estep 
Score: -7465362.000000 Penalty: 5452.440430
	Iteration 42Q: 3 clusters Score -7465362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -7465385.000000 Penalty: 5452.440430
	Iteration 43Q: 3 clusters Score -7465385 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
Score: -7465375.500000 Penalty: 5452.440430
	Iteration 44Q: 3 clusters Score -7465376 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 57044 members 
Entering Unmasked Estep 
Score: -7465402.000000 Penalty: 5452.440430
	Iteration 45Q: 3 clusters Score -7465402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
Score: -7465395.500000 Penalty: 5452.440430
	Iteration 46Q: 3 clusters Score -7465396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 57101 members 
Entering Unmasked Estep 
Score: -7465402.500000 Penalty: 5452.440430
	Iteration 47Q: 3 clusters Score -7465402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -7465403.500000 Penalty: 5452.440430
	Iteration 48Q: 3 clusters Score -7465404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -7465401.000000 Penalty: 5452.440430
	Iteration 49Q: 3 clusters Score -7465401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -7465409.500000 Penalty: 5452.440430
	Iteration 50Q: 3 clusters Score -7465410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 57151 members 
Entering Unmasked Estep 
Score: -7465415.500000 Penalty: 5452.440430
	Iteration 51Q: 3 clusters Score -7465416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
Score: -7465420.500000 Penalty: 5452.440430
	Iteration 52Q: 3 clusters Score -7465420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 57168 members 
Entering Unmasked Estep 
Score: -7465425.000000 Penalty: 5452.440430
	Iteration 53Q: 3 clusters Score -7465425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -7465437.500000 Penalty: 5452.440430
	Iteration 54Q: 3 clusters Score -7465438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 57186 members 
Entering Unmasked Estep 
Score: -7465440.000000 Penalty: 5452.440430
	Iteration 55Q: 3 clusters Score -7465440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -7465442.000000 Penalty: 5452.440430
	Iteration 56Q: 3 clusters Score -7465442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 57216 members 
Entering Unmasked Estep 
Score: -7465440.000000 Penalty: 5452.440430
	Iteration 57Q: 3 clusters Score -7465440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 57223 members 
Entering Unmasked Estep 
Score: -7465447.000000 Penalty: 5452.440430
	Iteration 58Q: 3 clusters Score -7465447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 57233 members 
Entering Unmasked Estep 
Score: -7465452.500000 Penalty: 5452.440430
	Iteration 59Q: 3 clusters Score -7465452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 57246 members 
Entering Unmasked Estep 
Score: -7465458.000000 Penalty: 5452.440430
	Iteration 60F: 3 clusters Score -7465458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -7465463.500000 Penalty: 5452.440430
	Iteration 61Q: 3 clusters Score -7465464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -7465466.500000 Penalty: 5452.440430
	Iteration 62Q: 3 clusters Score -7465466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 57270 members 
Entering Unmasked Estep 
Score: -7465463.000000 Penalty: 5452.440430
	Iteration 63Q: 3 clusters Score -7465463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 57272 members 
Entering Unmasked Estep 
Score: -7465461.000000 Penalty: 5452.440430
	Iteration 64Q: 3 clusters Score -7465461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 57274 members 
Entering Unmasked Estep 
Score: -7465468.000000 Penalty: 5452.440430
	Iteration 65Q: 3 clusters Score -7465468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -7465466.000000 Penalty: 5452.440430
	Iteration 66Q: 3 clusters Score -7465466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -7465472.000000 Penalty: 5452.440430
	Iteration 67Q: 3 clusters Score -7465472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -7465468.500000 Penalty: 5452.440430
	Iteration 68Q: 3 clusters Score -7465468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
Score: -7465469.500000 Penalty: 5452.440430
	Iteration 69Q: 3 clusters Score -7465470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 57285 members 
Entering Unmasked Estep 
Score: -7465462.500000 Penalty: 5452.440430
	Iteration 70Q: 3 clusters Score -7465462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -7465468.000000 Penalty: 5452.440430
	Iteration 71Q: 3 clusters Score -7465468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 57285 members 
Entering Unmasked Estep 
Score: -7465469.000000 Penalty: 5452.440430
	Iteration 72Q: 3 clusters Score -7465469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 57286 members 
Entering Unmasked Estep 
Score: -7465473.500000 Penalty: 5452.440430
	Iteration 73Q: 3 clusters Score -7465474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -7465466.500000 Penalty: 5452.440430
	Iteration 74Q: 3 clusters Score -7465466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -7465461.500000 Penalty: 5452.440430
	Iteration 75Q: 3 clusters Score -7465462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -7465464.500000 Penalty: 5452.440430
	Iteration 76Q: 3 clusters Score -7465464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 57303 members 
Entering Unmasked Estep 
Score: -7465458.000000 Penalty: 5452.440430
	Iteration 77Q: 3 clusters Score -7465458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 57305 members 
Entering Unmasked Estep 
Score: -7465457.000000 Penalty: 5452.440430
	Iteration 78Q: 3 clusters Score -7465457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 57307 members 
Entering Unmasked Estep 
Score: -7465456.000000 Penalty: 5452.440430
	Iteration 79Q: 3 clusters Score -7465456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 57308 members 
Entering Unmasked Estep 
Score: -7465468.000000 Penalty: 5452.440430
	Iteration 80F: 3 clusters Score -7465468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 57309 members 
Entering Unmasked Estep 
Score: -7465464.000000 Penalty: 5452.440430
	Iteration 81Q: 3 clusters Score -7465464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 57309 members 
Entering Unmasked Estep 
Score: -7465464.000000 Penalty: 5452.440430
	Iteration 82F: 3 clusters Score -7465464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (295346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295346 members 
Entering Unmasked Estep 
Score: -36633556.000000 Penalty: 3123.783691
	Iteration 0F: 2 clusters Score -3.663356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147847 members 
Mstep: Class 2 contains 147499 members 
Entering Unmasked Estep 
Score: -36449492.000000 Penalty: 6247.567383
	Iteration 0F: 3 clusters Score -3.644949e+07 nChanged 143264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149921 members 
Mstep: Class 2 contains 145425 members 
Entering Unmasked Estep 
Score: -36535612.000000 Penalty: 6247.567383
	Iteration 1F: 3 clusters Score -3.653561e+07 nChanged 9360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150711 members 
Mstep: Class 2 contains 144635 members 
Entering Unmasked Estep 
Score: -36539688.000000 Penalty: 6247.567383
	Iteration 2Q: 3 clusters Score -3.653969e+07 nChanged 11296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150949 members 
Mstep: Class 2 contains 144397 members 
Entering Unmasked Estep 
Score: -36545644.000000 Penalty: 6247.567383
	Iteration 3Q: 3 clusters Score -3.654564e+07 nChanged 14587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149698 members 
Mstep: Class 2 contains 145648 members 
Entering Unmasked Estep 
Score: -36554120.000000 Penalty: 6247.567383
	Iteration 4Q: 3 clusters Score -3.655412e+07 nChanged 18356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145860 members 
Mstep: Class 2 contains 149486 members 
Entering Unmasked Estep 
Score: -36565804.000000 Penalty: 6247.567383
	Iteration 5F: 3 clusters Score -3.65658e+07 nChanged 21926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138792 members 
Mstep: Class 2 contains 156554 members 
Entering Unmasked Estep 
Score: -36583468.000000 Penalty: 6247.567383
	Iteration 6F: 3 clusters Score -3.658347e+07 nChanged 24016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129592 members 
Mstep: Class 2 contains 165754 members 
Entering Unmasked Estep 
Score: -36604168.000000 Penalty: 6247.567383
	Iteration 7F: 3 clusters Score -3.660417e+07 nChanged 20616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120206 members 
Mstep: Class 2 contains 175140 members 
Entering Unmasked Estep 
Score: -36620060.000000 Penalty: 6247.567383
	Iteration 8F: 3 clusters Score -3.662006e+07 nChanged 12866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112858 members 
Mstep: Class 2 contains 182488 members 
Entering Unmasked Estep 
Score: -36626884.000000 Penalty: 6247.567383
	Iteration 9Q: 3 clusters Score -3.662688e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106839 members 
Mstep: Class 2 contains 188507 members 
Entering Unmasked Estep 
Score: -36629588.000000 Penalty: 6247.567383
	Iteration 10Q: 3 clusters Score -3.662959e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100763 members 
Mstep: Class 2 contains 194583 members 
Entering Unmasked Estep 
Score: -36631088.000000 Penalty: 6247.567383
	Iteration 11Q: 3 clusters Score -3.663109e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95012 members 
Mstep: Class 2 contains 200334 members 
Entering Unmasked Estep 
Score: -36631836.000000 Penalty: 6247.567383
	Iteration 12Q: 3 clusters Score -3.663184e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88781 members 
Mstep: Class 2 contains 206565 members 
Entering Unmasked Estep 
Score: -36632540.000000 Penalty: 6247.567383
	Iteration 13Q: 3 clusters Score -3.663254e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82523 members 
Mstep: Class 2 contains 212823 members 
Entering Unmasked Estep 
Score: -36632972.000000 Penalty: 6247.567383
	Iteration 14Q: 3 clusters Score -3.663297e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76149 members 
Mstep: Class 2 contains 219197 members 
Entering Unmasked Estep 
Score: -36633516.000000 Penalty: 6247.567383
	Iteration 15Q: 3 clusters Score -3.663352e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69467 members 
Mstep: Class 2 contains 225879 members 
Entering Unmasked Estep 
Score: -36633464.000000 Penalty: 6247.567383
	Iteration 16Q: 3 clusters Score -3.663346e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62618 members 
Mstep: Class 2 contains 232728 members 
Entering Unmasked Estep 
Score: -36634096.000000 Penalty: 6247.567383
	Iteration 17Q: 3 clusters Score -3.66341e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 239473 members 
Entering Unmasked Estep 
Score: -36634780.000000 Penalty: 6247.567383
	Iteration 18Q: 3 clusters Score -3.663478e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 245714 members 
Entering Unmasked Estep 
Score: -36635084.000000 Penalty: 6247.567383
	Iteration 19Q: 3 clusters Score -3.663508e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 251678 members 
Entering Unmasked Estep 
Score: -36635756.000000 Penalty: 6247.567383
	Iteration 20F: 3 clusters Score -3.663576e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 257655 members 
Entering Unmasked Estep 
Score: -36635940.000000 Penalty: 6247.567383
	Iteration 21Q: 3 clusters Score -3.663594e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 263462 members 
Entering Unmasked Estep 
Score: -36636092.000000 Penalty: 6247.567383
	Iteration 22Q: 3 clusters Score -3.663609e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 268876 members 
Entering Unmasked Estep 
Score: -36635708.000000 Penalty: 6247.567383
	Iteration 23Q: 3 clusters Score -3.663571e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 273844 members 
Entering Unmasked Estep 
Score: -36635492.000000 Penalty: 6247.567383
	Iteration 24Q: 3 clusters Score -3.663549e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 278190 members 
Entering Unmasked Estep 
Score: -36635296.000000 Penalty: 6247.567383
	Iteration 25Q: 3 clusters Score -3.66353e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 281873 members 
Entering Unmasked Estep 
Score: -36635260.000000 Penalty: 6247.567383
	Iteration 26Q: 3 clusters Score -3.663526e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 284784 members 
Entering Unmasked Estep 
Score: -36634780.000000 Penalty: 6247.567383
	Iteration 27Q: 3 clusters Score -3.663478e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 287088 members 
Entering Unmasked Estep 
Score: -36634380.000000 Penalty: 6247.567383
	Iteration 28Q: 3 clusters Score -3.663438e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 288870 members 
Entering Unmasked Estep 
Score: -36633744.000000 Penalty: 6247.567383
	Iteration 29Q: 3 clusters Score -3.663374e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 290206 members 
Entering Unmasked Estep 
Score: -36633556.000000 Penalty: 6247.567383
	Iteration 30Q: 3 clusters Score -3.663356e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 291170 members 
Entering Unmasked Estep 
Score: -36633196.000000 Penalty: 6247.567383
	Iteration 31Q: 3 clusters Score -3.66332e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 291881 members 
Entering Unmasked Estep 
Score: -36632960.000000 Penalty: 6247.567383
	Iteration 32Q: 3 clusters Score -3.663296e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 292412 members 
Entering Unmasked Estep 
Score: -36632772.000000 Penalty: 6247.567383
	Iteration 33Q: 3 clusters Score -3.663277e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 292812 members 
Entering Unmasked Estep 
Score: -36632512.000000 Penalty: 6247.567383
	Iteration 34Q: 3 clusters Score -3.663251e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 293050 members 
Entering Unmasked Estep 
Score: -36632460.000000 Penalty: 6247.567383
	Iteration 35Q: 3 clusters Score -3.663246e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 293231 members 
Entering Unmasked Estep 
Score: -36632352.000000 Penalty: 6247.567383
	Iteration 36Q: 3 clusters Score -3.663235e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 293368 members 
Entering Unmasked Estep 
Score: -36632304.000000 Penalty: 6247.567383
	Iteration 37Q: 3 clusters Score -3.66323e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 293475 members 
Entering Unmasked Estep 
Score: -36632228.000000 Penalty: 6247.567383
	Iteration 38Q: 3 clusters Score -3.663223e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 293555 members 
Entering Unmasked Estep 
Score: -36632244.000000 Penalty: 6247.567383
	Iteration 39Q: 3 clusters Score -3.663224e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 293614 members 
Entering Unmasked Estep 
Score: -36632292.000000 Penalty: 6247.567383
	Iteration 40F: 3 clusters Score -3.663229e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 293785 members 
Entering Unmasked Estep 
Score: -36632272.000000 Penalty: 6247.567383
	Iteration 41Q: 3 clusters Score -3.663227e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 293903 members 
Entering Unmasked Estep 
Score: -36632212.000000 Penalty: 6247.567383
	Iteration 42Q: 3 clusters Score -3.663221e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 293993 members 
Entering Unmasked Estep 
Score: -36632152.000000 Penalty: 6247.567383
	Iteration 43Q: 3 clusters Score -3.663215e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 294040 members 
Entering Unmasked Estep 
Score: -36632096.000000 Penalty: 6247.567383
	Iteration 44Q: 3 clusters Score -3.66321e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 294087 members 
Entering Unmasked Estep 
Score: -36632076.000000 Penalty: 6247.567383
	Iteration 45Q: 3 clusters Score -3.663208e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 294125 members 
Entering Unmasked Estep 
Score: -36632056.000000 Penalty: 6247.567383
	Iteration 46Q: 3 clusters Score -3.663206e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 294161 members 
Entering Unmasked Estep 
Score: -36632036.000000 Penalty: 6247.567383
	Iteration 47Q: 3 clusters Score -3.663204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 294181 members 
Entering Unmasked Estep 
Score: -36632020.000000 Penalty: 6247.567383
	Iteration 48Q: 3 clusters Score -3.663202e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 294201 members 
Entering Unmasked Estep 
Score: -36632000.000000 Penalty: 6247.567383
	Iteration 49Q: 3 clusters Score -3.6632e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 294217 members 
Entering Unmasked Estep 
Score: -36632020.000000 Penalty: 6247.567383
	Iteration 50Q: 3 clusters Score -3.663202e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 294230 members 
Entering Unmasked Estep 
Score: -36632036.000000 Penalty: 6247.567383
	Iteration 51Q: 3 clusters Score -3.663204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 294241 members 
Entering Unmasked Estep 
Score: -36632008.000000 Penalty: 6247.567383
	Iteration 52Q: 3 clusters Score -3.663201e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 294253 members 
Entering Unmasked Estep 
Score: -36632028.000000 Penalty: 6247.567383
	Iteration 53Q: 3 clusters Score -3.663203e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 294269 members 
Entering Unmasked Estep 
Score: -36632052.000000 Penalty: 6247.567383
	Iteration 54Q: 3 clusters Score -3.663205e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 294285 members 
Entering Unmasked Estep 
Score: -36632040.000000 Penalty: 6247.567383
	Iteration 55Q: 3 clusters Score -3.663204e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 294300 members 
Entering Unmasked Estep 
Score: -36632004.000000 Penalty: 6247.567383
	Iteration 56Q: 3 clusters Score -3.6632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 294309 members 
Entering Unmasked Estep 
Score: -36631992.000000 Penalty: 6247.567383
	Iteration 57Q: 3 clusters Score -3.663199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 294320 members 
Entering Unmasked Estep 
Score: -36631984.000000 Penalty: 6247.567383
	Iteration 58Q: 3 clusters Score -3.663198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 294330 members 
Entering Unmasked Estep 
Score: -36631956.000000 Penalty: 6247.567383
	Iteration 59Q: 3 clusters Score -3.663196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 294340 members 
Entering Unmasked Estep 
Score: -36631944.000000 Penalty: 6247.567383
	Iteration 60F: 3 clusters Score -3.663194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 294347 members 
Entering Unmasked Estep 
Score: -36631964.000000 Penalty: 6247.567383
	Iteration 61Q: 3 clusters Score -3.663196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 294354 members 
Entering Unmasked Estep 
Score: -36631972.000000 Penalty: 6247.567383
	Iteration 62Q: 3 clusters Score -3.663197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 294361 members 
Entering Unmasked Estep 
Score: -36631968.000000 Penalty: 6247.567383
	Iteration 63Q: 3 clusters Score -3.663197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 294365 members 
Entering Unmasked Estep 
Score: -36631968.000000 Penalty: 6247.567383
	Iteration 64Q: 3 clusters Score -3.663197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 294370 members 
Entering Unmasked Estep 
Score: -36631972.000000 Penalty: 6247.567383
	Iteration 65Q: 3 clusters Score -3.663197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 294374 members 
Entering Unmasked Estep 
Score: -36631972.000000 Penalty: 6247.567383
	Iteration 66Q: 3 clusters Score -3.663197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 294377 members 
Entering Unmasked Estep 
Score: -36631952.000000 Penalty: 6247.567383
	Iteration 67Q: 3 clusters Score -3.663195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 294384 members 
Entering Unmasked Estep 
Score: -36631948.000000 Penalty: 6247.567383
	Iteration 68Q: 3 clusters Score -3.663195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 294390 members 
Entering Unmasked Estep 
Score: -36631936.000000 Penalty: 6247.567383
	Iteration 69Q: 3 clusters Score -3.663194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 294394 members 
Entering Unmasked Estep 
Score: -36631972.000000 Penalty: 6247.567383
	Iteration 70Q: 3 clusters Score -3.663197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 294394 members 
Entering Unmasked Estep 
Score: -36631972.000000 Penalty: 6247.567383
	Iteration 71F: 3 clusters Score -3.663197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Entering Unmasked Estep 
Score: -1243142.375000 Penalty: 2294.462891
	Iteration 0F: 2 clusters Score -1243142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1235169.750000 Penalty: 4588.925781
	Iteration 0F: 3 clusters Score -1235170 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1237482.000000 Penalty: 4588.925781
	Iteration 1F: 3 clusters Score -1237482 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1237811.750000 Penalty: 4588.925781
	Iteration 2F: 3 clusters Score -1237812 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1238070.500000 Penalty: 4588.925781
	Iteration 3Q: 3 clusters Score -1238070 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1238309.750000 Penalty: 4588.925781
	Iteration 4Q: 3 clusters Score -1238310 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1238512.250000 Penalty: 4588.925781
	Iteration 5Q: 3 clusters Score -1238512 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1238693.625000 Penalty: 4588.925781
	Iteration 6Q: 3 clusters Score -1238694 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1238853.000000 Penalty: 4588.925781
	Iteration 7Q: 3 clusters Score -1238853 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1238977.500000 Penalty: 4588.925781
	Iteration 8Q: 3 clusters Score -1238978 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1239108.875000 Penalty: 4588.925781
	Iteration 9Q: 3 clusters Score -1239109 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1239233.500000 Penalty: 4588.925781
	Iteration 10Q: 3 clusters Score -1239234 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1239341.750000 Penalty: 4588.925781
	Iteration 11Q: 3 clusters Score -1239342 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1239462.500000 Penalty: 4588.925781
	Iteration 12Q: 3 clusters Score -1239462 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1239593.625000 Penalty: 4588.925781
	Iteration 13Q: 3 clusters Score -1239594 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1239725.000000 Penalty: 4588.925781
	Iteration 14Q: 3 clusters Score -1239725 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1239879.125000 Penalty: 4588.925781
	Iteration 15Q: 3 clusters Score -1239879 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1240059.250000 Penalty: 4588.925781
	Iteration 16Q: 3 clusters Score -1240059 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1240228.750000 Penalty: 4588.925781
	Iteration 17Q: 3 clusters Score -1240229 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1240389.875000 Penalty: 4588.925781
	Iteration 18Q: 3 clusters Score -1240390 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1240521.500000 Penalty: 4588.925781
	Iteration 19Q: 3 clusters Score -1240522 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1240632.875000 Penalty: 4588.925781
	Iteration 20F: 3 clusters Score -1240633 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1240732.250000 Penalty: 4588.925781
	Iteration 21Q: 3 clusters Score -1240732 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1240838.000000 Penalty: 4588.925781
	Iteration 22Q: 3 clusters Score -1240838 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1240913.500000 Penalty: 4588.925781
	Iteration 23Q: 3 clusters Score -1240914 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1240975.750000 Penalty: 4588.925781
	Iteration 24Q: 3 clusters Score -1240976 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1241034.250000 Penalty: 4588.925781
	Iteration 25Q: 3 clusters Score -1241034 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1241073.125000 Penalty: 4588.925781
	Iteration 26Q: 3 clusters Score -1241073 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1241109.375000 Penalty: 4588.925781
	Iteration 27Q: 3 clusters Score -1241109 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1241148.875000 Penalty: 4588.925781
	Iteration 28Q: 3 clusters Score -1241149 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1241182.875000 Penalty: 4588.925781
	Iteration 29Q: 3 clusters Score -1241183 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1241218.875000 Penalty: 4588.925781
	Iteration 30Q: 3 clusters Score -1241219 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1241253.250000 Penalty: 4588.925781
	Iteration 31Q: 3 clusters Score -1241253 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1241281.250000 Penalty: 4588.925781
	Iteration 32Q: 3 clusters Score -1241281 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1241309.625000 Penalty: 4588.925781
	Iteration 33Q: 3 clusters Score -1241310 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1241326.375000 Penalty: 4588.925781
	Iteration 34Q: 3 clusters Score -1241326 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1241344.875000 Penalty: 4588.925781
	Iteration 35Q: 3 clusters Score -1241345 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1241375.500000 Penalty: 4588.925781
	Iteration 36Q: 3 clusters Score -1241376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1241397.125000 Penalty: 4588.925781
	Iteration 37Q: 3 clusters Score -1241397 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1241418.250000 Penalty: 4588.925781
	Iteration 38Q: 3 clusters Score -1241418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1241433.500000 Penalty: 4588.925781
	Iteration 39Q: 3 clusters Score -1241434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1241443.375000 Penalty: 4588.925781
	Iteration 40F: 3 clusters Score -1241443 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1241464.750000 Penalty: 4588.925781
	Iteration 41Q: 3 clusters Score -1241465 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1241486.500000 Penalty: 4588.925781
	Iteration 42Q: 3 clusters Score -1241486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1241501.750000 Penalty: 4588.925781
	Iteration 43Q: 3 clusters Score -1241502 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1241520.500000 Penalty: 4588.925781
	Iteration 44Q: 3 clusters Score -1241520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1241532.500000 Penalty: 4588.925781
	Iteration 45Q: 3 clusters Score -1241532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1241543.375000 Penalty: 4588.925781
	Iteration 46Q: 3 clusters Score -1241543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1241548.500000 Penalty: 4588.925781
	Iteration 47Q: 3 clusters Score -1241548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1241554.875000 Penalty: 4588.925781
	Iteration 48Q: 3 clusters Score -1241555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1241556.625000 Penalty: 4588.925781
	Iteration 49Q: 3 clusters Score -1241557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1241559.625000 Penalty: 4588.925781
	Iteration 50Q: 3 clusters Score -1241560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1241559.000000 Penalty: 4588.925781
	Iteration 51Q: 3 clusters Score -1241559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1241558.375000 Penalty: 4588.925781
	Iteration 52Q: 3 clusters Score -1241558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1241558.500000 Penalty: 4588.925781
	Iteration 53Q: 3 clusters Score -1241558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1241558.500000 Penalty: 4588.925781
	Iteration 54F: 3 clusters Score -1241558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Entering Unmasked Estep 
Score: -3995368.250000 Penalty: 2569.270752
	Iteration 0F: 2 clusters Score -3995368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3973603.750000 Penalty: 5138.541504
	Iteration 0F: 3 clusters Score -3973604 nChanged 14394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -3981387.500000 Penalty: 5138.541504
	Iteration 1F: 3 clusters Score -3981388 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3981840.500000 Penalty: 5138.541504
	Iteration 2Q: 3 clusters Score -3981840 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -3982305.500000 Penalty: 5138.541504
	Iteration 3Q: 3 clusters Score -3982306 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -3982774.500000 Penalty: 5138.541504
	Iteration 4Q: 3 clusters Score -3982774 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -3983370.500000 Penalty: 5138.541504
	Iteration 5Q: 3 clusters Score -3983370 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3983984.000000 Penalty: 5138.541504
	Iteration 6Q: 3 clusters Score -3983984 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -3984730.000000 Penalty: 5138.541504
	Iteration 7Q: 3 clusters Score -3984730 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -3985585.750000 Penalty: 5138.541504
	Iteration 8Q: 3 clusters Score -3985586 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3986420.750000 Penalty: 5138.541504
	Iteration 9Q: 3 clusters Score -3986421 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -3987337.750000 Penalty: 5138.541504
	Iteration 10Q: 3 clusters Score -3987338 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -3988217.250000 Penalty: 5138.541504
	Iteration 11F: 3 clusters Score -3988217 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -3988906.750000 Penalty: 5138.541504
	Iteration 12Q: 3 clusters Score -3988907 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -3989382.750000 Penalty: 5138.541504
	Iteration 13Q: 3 clusters Score -3989383 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -3989728.750000 Penalty: 5138.541504
	Iteration 14Q: 3 clusters Score -3989729 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -3990001.250000 Penalty: 5138.541504
	Iteration 15Q: 3 clusters Score -3990001 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -3990178.750000 Penalty: 5138.541504
	Iteration 16Q: 3 clusters Score -3990179 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -3990339.000000 Penalty: 5138.541504
	Iteration 17Q: 3 clusters Score -3990339 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -3990454.250000 Penalty: 5138.541504
	Iteration 18Q: 3 clusters Score -3990454 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -3990524.750000 Penalty: 5138.541504
	Iteration 19Q: 3 clusters Score -3990525 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -3990593.500000 Penalty: 5138.541504
	Iteration 20F: 3 clusters Score -3990594 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -3990644.000000 Penalty: 5138.541504
	Iteration 21Q: 3 clusters Score -3990644 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -3990676.750000 Penalty: 5138.541504
	Iteration 22Q: 3 clusters Score -3990677 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -3990701.750000 Penalty: 5138.541504
	Iteration 23Q: 3 clusters Score -3990702 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -3990710.500000 Penalty: 5138.541504
	Iteration 24Q: 3 clusters Score -3990710 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3990728.750000 Penalty: 5138.541504
	Iteration 25Q: 3 clusters Score -3990729 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -3990760.750000 Penalty: 5138.541504
	Iteration 26Q: 3 clusters Score -3990761 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -3990767.000000 Penalty: 5138.541504
	Iteration 27Q: 3 clusters Score -3990767 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -3990774.750000 Penalty: 5138.541504
	Iteration 28Q: 3 clusters Score -3990775 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -3990796.250000 Penalty: 5138.541504
	Iteration 29Q: 3 clusters Score -3990796 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -3990810.000000 Penalty: 5138.541504
	Iteration 30Q: 3 clusters Score -3990810 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -3990836.500000 Penalty: 5138.541504
	Iteration 31Q: 3 clusters Score -3990836 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -3990851.000000 Penalty: 5138.541504
	Iteration 32Q: 3 clusters Score -3990851 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -3990875.500000 Penalty: 5138.541504
	Iteration 33Q: 3 clusters Score -3990876 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -3990873.250000 Penalty: 5138.541504
	Iteration 34Q: 3 clusters Score -3990873 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -3990892.250000 Penalty: 5138.541504
	Iteration 35Q: 3 clusters Score -3990892 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -3990906.250000 Penalty: 5138.541504
	Iteration 36Q: 3 clusters Score -3990906 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -3990932.250000 Penalty: 5138.541504
	Iteration 37Q: 3 clusters Score -3990932 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -3990944.000000 Penalty: 5138.541504
	Iteration 38Q: 3 clusters Score -3990944 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -3990971.000000 Penalty: 5138.541504
	Iteration 39Q: 3 clusters Score -3990971 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -3990988.250000 Penalty: 5138.541504
	Iteration 40F: 3 clusters Score -3990988 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -3990998.500000 Penalty: 5138.541504
	Iteration 41Q: 3 clusters Score -3990998 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -3991024.750000 Penalty: 5138.541504
	Iteration 42Q: 3 clusters Score -3991025 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -3991045.750000 Penalty: 5138.541504
	Iteration 43Q: 3 clusters Score -3991046 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -3991059.750000 Penalty: 5138.541504
	Iteration 44Q: 3 clusters Score -3991060 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -3991076.500000 Penalty: 5138.541504
	Iteration 45Q: 3 clusters Score -3991076 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -3991108.500000 Penalty: 5138.541504
	Iteration 46Q: 3 clusters Score -3991108 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -3991117.250000 Penalty: 5138.541504
	Iteration 47Q: 3 clusters Score -3991117 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -3991121.500000 Penalty: 5138.541504
	Iteration 48Q: 3 clusters Score -3991122 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -3991156.750000 Penalty: 5138.541504
	Iteration 49Q: 3 clusters Score -3991157 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -3991159.500000 Penalty: 5138.541504
	Iteration 50Q: 3 clusters Score -3991160 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -3991183.500000 Penalty: 5138.541504
	Iteration 51Q: 3 clusters Score -3991184 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -3991204.250000 Penalty: 5138.541504
	Iteration 52Q: 3 clusters Score -3991204 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -3991244.250000 Penalty: 5138.541504
	Iteration 53Q: 3 clusters Score -3991244 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3991262.250000 Penalty: 5138.541504
	Iteration 54Q: 3 clusters Score -3991262 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3991283.250000 Penalty: 5138.541504
	Iteration 55Q: 3 clusters Score -3991283 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -3991311.250000 Penalty: 5138.541504
	Iteration 56Q: 3 clusters Score -3991311 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -3991339.500000 Penalty: 5138.541504
	Iteration 57Q: 3 clusters Score -3991340 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -3991376.000000 Penalty: 5138.541504
	Iteration 58Q: 3 clusters Score -3991376 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -3991401.250000 Penalty: 5138.541504
	Iteration 59Q: 3 clusters Score -3991401 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -3991430.500000 Penalty: 5138.541504
	Iteration 60F: 3 clusters Score -3991430 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -3991458.000000 Penalty: 5138.541504
	Iteration 61Q: 3 clusters Score -3991458 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -3991497.250000 Penalty: 5138.541504
	Iteration 62Q: 3 clusters Score -3991497 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -3991519.500000 Penalty: 5138.541504
	Iteration 63Q: 3 clusters Score -3991520 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -3991567.250000 Penalty: 5138.541504
	Iteration 64Q: 3 clusters Score -3991567 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -3991617.000000 Penalty: 5138.541504
	Iteration 65Q: 3 clusters Score -3991617 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -3991659.250000 Penalty: 5138.541504
	Iteration 66Q: 3 clusters Score -3991659 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -3991718.250000 Penalty: 5138.541504
	Iteration 67Q: 3 clusters Score -3991718 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -3991771.250000 Penalty: 5138.541504
	Iteration 68Q: 3 clusters Score -3991771 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -3991836.000000 Penalty: 5138.541504
	Iteration 69Q: 3 clusters Score -3991836 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -3991911.500000 Penalty: 5138.541504
	Iteration 70Q: 3 clusters Score -3991912 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -3991975.250000 Penalty: 5138.541504
	Iteration 71Q: 3 clusters Score -3991975 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3992017.250000 Penalty: 5138.541504
	Iteration 72Q: 3 clusters Score -3992017 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -3992074.000000 Penalty: 5138.541504
	Iteration 73Q: 3 clusters Score -3992074 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -3992132.500000 Penalty: 5138.541504
	Iteration 74Q: 3 clusters Score -3992132 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -3992163.250000 Penalty: 5138.541504
	Iteration 75Q: 3 clusters Score -3992163 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -3992214.750000 Penalty: 5138.541504
	Iteration 76Q: 3 clusters Score -3992215 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -3992271.500000 Penalty: 5138.541504
	Iteration 77Q: 3 clusters Score -3992272 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -3992340.750000 Penalty: 5138.541504
	Iteration 78Q: 3 clusters Score -3992341 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3992383.000000 Penalty: 5138.541504
	Iteration 79Q: 3 clusters Score -3992383 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -3992440.750000 Penalty: 5138.541504
	Iteration 80F: 3 clusters Score -3992441 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3992466.500000 Penalty: 5138.541504
	Iteration 81Q: 3 clusters Score -3992466 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -3992524.750000 Penalty: 5138.541504
	Iteration 82Q: 3 clusters Score -3992525 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3992583.750000 Penalty: 5138.541504
	Iteration 83Q: 3 clusters Score -3992584 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3992628.750000 Penalty: 5138.541504
	Iteration 84Q: 3 clusters Score -3992629 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3992683.750000 Penalty: 5138.541504
	Iteration 85Q: 3 clusters Score -3992684 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3992726.250000 Penalty: 5138.541504
	Iteration 86Q: 3 clusters Score -3992726 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3992770.250000 Penalty: 5138.541504
	Iteration 87Q: 3 clusters Score -3992770 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3992810.250000 Penalty: 5138.541504
	Iteration 88Q: 3 clusters Score -3992810 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3992842.250000 Penalty: 5138.541504
	Iteration 89Q: 3 clusters Score -3992842 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3992884.500000 Penalty: 5138.541504
	Iteration 90Q: 3 clusters Score -3992884 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3992927.250000 Penalty: 5138.541504
	Iteration 91Q: 3 clusters Score -3992927 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3992949.000000 Penalty: 5138.541504
	Iteration 92Q: 3 clusters Score -3992949 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3992979.250000 Penalty: 5138.541504
	Iteration 93Q: 3 clusters Score -3992979 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3993007.750000 Penalty: 5138.541504
	Iteration 94Q: 3 clusters Score -3993008 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3993034.000000 Penalty: 5138.541504
	Iteration 95Q: 3 clusters Score -3993034 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3993066.250000 Penalty: 5138.541504
	Iteration 96Q: 3 clusters Score -3993066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3993089.750000 Penalty: 5138.541504
	Iteration 97Q: 3 clusters Score -3993090 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3993109.000000 Penalty: 5138.541504
	Iteration 98Q: 3 clusters Score -3993109 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3993121.750000 Penalty: 5138.541504
	Iteration 99Q: 3 clusters Score -3993122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3993125.500000 Penalty: 5138.541504
	Iteration 100F: 3 clusters Score -3993126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3993131.250000 Penalty: 5138.541504
	Iteration 101Q: 3 clusters Score -3993131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3993146.000000 Penalty: 5138.541504
	Iteration 102Q: 3 clusters Score -3993146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3993150.750000 Penalty: 5138.541504
	Iteration 103Q: 3 clusters Score -3993151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3993161.000000 Penalty: 5138.541504
	Iteration 104Q: 3 clusters Score -3993161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3993159.000000 Penalty: 5138.541504
	Iteration 105Q: 3 clusters Score -3993159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3993152.250000 Penalty: 5138.541504
	Iteration 106Q: 3 clusters Score -3993152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3993160.500000 Penalty: 5138.541504
	Iteration 107Q: 3 clusters Score -3993160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3993165.750000 Penalty: 5138.541504
	Iteration 108Q: 3 clusters Score -3993166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3993166.500000 Penalty: 5138.541504
	Iteration 109Q: 3 clusters Score -3993166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3993168.000000 Penalty: 5138.541504
	Iteration 110Q: 3 clusters Score -3993168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3993168.750000 Penalty: 5138.541504
	Iteration 111Q: 3 clusters Score -3993169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3993166.500000 Penalty: 5138.541504
	Iteration 112Q: 3 clusters Score -3993166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3993165.000000 Penalty: 5138.541504
	Iteration 113Q: 3 clusters Score -3993165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3993166.750000 Penalty: 5138.541504
	Iteration 114Q: 3 clusters Score -3993167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3993169.000000 Penalty: 5138.541504
	Iteration 115Q: 3 clusters Score -3993169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3993164.250000 Penalty: 5138.541504
	Iteration 116Q: 3 clusters Score -3993164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3993169.000000 Penalty: 5138.541504
	Iteration 117Q: 3 clusters Score -3993169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3993169.000000 Penalty: 5138.541504
	Iteration 118F: 3 clusters Score -3993169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Entering Unmasked Estep 
Score: -868814.812500 Penalty: 2192.427979
	Iteration 0F: 2 clusters Score -868814.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -863120.937500 Penalty: 4384.855957
	Iteration 0F: 3 clusters Score -863120.9 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -864560.312500 Penalty: 4384.855957
	Iteration 1F: 3 clusters Score -864560.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -864811.125000 Penalty: 4384.855957
	Iteration 2F: 3 clusters Score -864811.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -865010.625000 Penalty: 4384.855957
	Iteration 3F: 3 clusters Score -865010.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -865181.500000 Penalty: 4384.855957
	Iteration 4Q: 3 clusters Score -865181.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -865326.250000 Penalty: 4384.855957
	Iteration 5Q: 3 clusters Score -865326.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -865447.500000 Penalty: 4384.855957
	Iteration 6Q: 3 clusters Score -865447.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -865574.312500 Penalty: 4384.855957
	Iteration 7Q: 3 clusters Score -865574.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -865697.562500 Penalty: 4384.855957
	Iteration 8Q: 3 clusters Score -865697.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -865826.062500 Penalty: 4384.855957
	Iteration 9Q: 3 clusters Score -865826.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -865975.437500 Penalty: 4384.855957
	Iteration 10Q: 3 clusters Score -865975.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -866104.812500 Penalty: 4384.855957
	Iteration 11Q: 3 clusters Score -866104.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -866202.562500 Penalty: 4384.855957
	Iteration 12Q: 3 clusters Score -866202.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -866298.937500 Penalty: 4384.855957
	Iteration 13Q: 3 clusters Score -866298.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -866381.500000 Penalty: 4384.855957
	Iteration 14Q: 3 clusters Score -866381.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -866464.062500 Penalty: 4384.855957
	Iteration 15Q: 3 clusters Score -866464.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -866552.812500 Penalty: 4384.855957
	Iteration 16Q: 3 clusters Score -866552.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -866614.187500 Penalty: 4384.855957
	Iteration 17Q: 3 clusters Score -866614.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -866660.125000 Penalty: 4384.855957
	Iteration 18Q: 3 clusters Score -866660.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -866697.125000 Penalty: 4384.855957
	Iteration 19Q: 3 clusters Score -866697.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -866724.375000 Penalty: 4384.855957
	Iteration 20F: 3 clusters Score -866724.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -866748.000000 Penalty: 4384.855957
	Iteration 21Q: 3 clusters Score -866748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -866776.312500 Penalty: 4384.855957
	Iteration 22Q: 3 clusters Score -866776.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -866799.937500 Penalty: 4384.855957
	Iteration 23Q: 3 clusters Score -866799.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -866825.437500 Penalty: 4384.855957
	Iteration 24Q: 3 clusters Score -866825.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -866856.375000 Penalty: 4384.855957
	Iteration 25Q: 3 clusters Score -866856.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -866883.312500 Penalty: 4384.855957
	Iteration 26Q: 3 clusters Score -866883.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -866897.062500 Penalty: 4384.855957
	Iteration 27Q: 3 clusters Score -866897.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -866911.250000 Penalty: 4384.855957
	Iteration 28Q: 3 clusters Score -866911.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -866919.125000 Penalty: 4384.855957
	Iteration 29Q: 3 clusters Score -866919.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -866924.562500 Penalty: 4384.855957
	Iteration 30Q: 3 clusters Score -866924.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -866933.375000 Penalty: 4384.855957
	Iteration 31Q: 3 clusters Score -866933.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -866938.812500 Penalty: 4384.855957
	Iteration 32Q: 3 clusters Score -866938.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -866948.562500 Penalty: 4384.855957
	Iteration 33Q: 3 clusters Score -866948.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -866954.875000 Penalty: 4384.855957
	Iteration 34Q: 3 clusters Score -866954.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -866956.687500 Penalty: 4384.855957
	Iteration 35Q: 3 clusters Score -866956.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -866959.000000 Penalty: 4384.855957
	Iteration 36Q: 3 clusters Score -866959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -866963.187500 Penalty: 4384.855957
	Iteration 37Q: 3 clusters Score -866963.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -866964.687500 Penalty: 4384.855957
	Iteration 38Q: 3 clusters Score -866964.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -866965.937500 Penalty: 4384.855957
	Iteration 39Q: 3 clusters Score -866965.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -866968.312500 Penalty: 4384.855957
	Iteration 40F: 3 clusters Score -866968.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -866969.125000 Penalty: 4384.855957
	Iteration 41Q: 3 clusters Score -866969.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -866968.062500 Penalty: 4384.855957
	Iteration 42Q: 3 clusters Score -866968.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -866969.125000 Penalty: 4384.855957
	Iteration 43Q: 3 clusters Score -866969.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -866969.125000 Penalty: 4384.855957
	Iteration 44F: 3 clusters Score -866969.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Entering Unmasked Estep 
Score: -2350524.000000 Penalty: 2447.550537
	Iteration 0F: 2 clusters Score -2350524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2336889.500000 Penalty: 4895.101074
	Iteration 0F: 3 clusters Score -2336890 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2341593.500000 Penalty: 4895.101074
	Iteration 1F: 3 clusters Score -2341594 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2342062.500000 Penalty: 4895.101074
	Iteration 2F: 3 clusters Score -2342062 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2342421.250000 Penalty: 4895.101074
	Iteration 3Q: 3 clusters Score -2342421 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2342725.000000 Penalty: 4895.101074
	Iteration 4Q: 3 clusters Score -2342725 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2343064.250000 Penalty: 4895.101074
	Iteration 5Q: 3 clusters Score -2343064 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2343446.500000 Penalty: 4895.101074
	Iteration 6Q: 3 clusters Score -2343446 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2343845.250000 Penalty: 4895.101074
	Iteration 7Q: 3 clusters Score -2343845 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2344279.000000 Penalty: 4895.101074
	Iteration 8Q: 3 clusters Score -2344279 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2344823.250000 Penalty: 4895.101074
	Iteration 9Q: 3 clusters Score -2344823 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2345457.250000 Penalty: 4895.101074
	Iteration 10Q: 3 clusters Score -2345457 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2346125.500000 Penalty: 4895.101074
	Iteration 11Q: 3 clusters Score -2346126 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2346811.750000 Penalty: 4895.101074
	Iteration 12Q: 3 clusters Score -2346812 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2347352.750000 Penalty: 4895.101074
	Iteration 13Q: 3 clusters Score -2347353 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2347710.500000 Penalty: 4895.101074
	Iteration 14Q: 3 clusters Score -2347710 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2347917.250000 Penalty: 4895.101074
	Iteration 15Q: 3 clusters Score -2347917 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2348030.750000 Penalty: 4895.101074
	Iteration 16Q: 3 clusters Score -2348031 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2348104.000000 Penalty: 4895.101074
	Iteration 17Q: 3 clusters Score -2348104 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2348155.750000 Penalty: 4895.101074
	Iteration 18Q: 3 clusters Score -2348156 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2348187.750000 Penalty: 4895.101074
	Iteration 19Q: 3 clusters Score -2348188 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2348204.750000 Penalty: 4895.101074
	Iteration 20F: 3 clusters Score -2348205 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2348228.250000 Penalty: 4895.101074
	Iteration 21Q: 3 clusters Score -2348228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2348230.500000 Penalty: 4895.101074
	Iteration 22Q: 3 clusters Score -2348230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2348244.750000 Penalty: 4895.101074
	Iteration 23Q: 3 clusters Score -2348245 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2348246.000000 Penalty: 4895.101074
	Iteration 24Q: 3 clusters Score -2348246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2348260.250000 Penalty: 4895.101074
	Iteration 25Q: 3 clusters Score -2348260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2348264.250000 Penalty: 4895.101074
	Iteration 26Q: 3 clusters Score -2348264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2348284.750000 Penalty: 4895.101074
	Iteration 27Q: 3 clusters Score -2348285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2348287.500000 Penalty: 4895.101074
	Iteration 28Q: 3 clusters Score -2348288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2348290.250000 Penalty: 4895.101074
	Iteration 29Q: 3 clusters Score -2348290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2348290.000000 Penalty: 4895.101074
	Iteration 30Q: 3 clusters Score -2348290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2348293.500000 Penalty: 4895.101074
	Iteration 31Q: 3 clusters Score -2348294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2348301.500000 Penalty: 4895.101074
	Iteration 32Q: 3 clusters Score -2348302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2348299.500000 Penalty: 4895.101074
	Iteration 33Q: 3 clusters Score -2348300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2348300.500000 Penalty: 4895.101074
	Iteration 34Q: 3 clusters Score -2348300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2348311.000000 Penalty: 4895.101074
	Iteration 35Q: 3 clusters Score -2348311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2348313.250000 Penalty: 4895.101074
	Iteration 36Q: 3 clusters Score -2348313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2348313.500000 Penalty: 4895.101074
	Iteration 37Q: 3 clusters Score -2348314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2348312.250000 Penalty: 4895.101074
	Iteration 38Q: 3 clusters Score -2348312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2348315.500000 Penalty: 4895.101074
	Iteration 39Q: 3 clusters Score -2348316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2348315.000000 Penalty: 4895.101074
	Iteration 40F: 3 clusters Score -2348315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2348317.000000 Penalty: 4895.101074
	Iteration 41Q: 3 clusters Score -2348317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2348320.750000 Penalty: 4895.101074
	Iteration 42Q: 3 clusters Score -2348321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2348325.000000 Penalty: 4895.101074
	Iteration 43Q: 3 clusters Score -2348325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2348329.500000 Penalty: 4895.101074
	Iteration 44Q: 3 clusters Score -2348330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2348330.250000 Penalty: 4895.101074
	Iteration 45Q: 3 clusters Score -2348330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2348338.250000 Penalty: 4895.101074
	Iteration 46Q: 3 clusters Score -2348338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2348336.750000 Penalty: 4895.101074
	Iteration 47Q: 3 clusters Score -2348337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2348334.000000 Penalty: 4895.101074
	Iteration 48Q: 3 clusters Score -2348334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2348332.000000 Penalty: 4895.101074
	Iteration 49Q: 3 clusters Score -2348332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2348331.000000 Penalty: 4895.101074
	Iteration 50Q: 3 clusters Score -2348331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2348336.500000 Penalty: 4895.101074
	Iteration 51Q: 3 clusters Score -2348336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2348342.250000 Penalty: 4895.101074
	Iteration 52Q: 3 clusters Score -2348342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2348344.250000 Penalty: 4895.101074
	Iteration 53Q: 3 clusters Score -2348344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2348344.250000 Penalty: 4895.101074
	Iteration 54Q: 3 clusters Score -2348344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2348350.750000 Penalty: 4895.101074
	Iteration 55Q: 3 clusters Score -2348351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2348349.750000 Penalty: 4895.101074
	Iteration 56Q: 3 clusters Score -2348350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2348345.000000 Penalty: 4895.101074
	Iteration 57Q: 3 clusters Score -2348345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2348345.000000 Penalty: 4895.101074
	Iteration 58F: 3 clusters Score -2348345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Entering Unmasked Estep 
Score: -4850107.500000 Penalty: 2626.279541
	Iteration 0F: 2 clusters Score -4850108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -4823173.000000 Penalty: 5252.559082
	Iteration 0F: 3 clusters Score -4823173 nChanged 18212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -4833296.000000 Penalty: 5252.559082
	Iteration 1F: 3 clusters Score -4833296 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -4834196.500000 Penalty: 5252.559082
	Iteration 2F: 3 clusters Score -4834196 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -4835465.500000 Penalty: 5252.559082
	Iteration 3F: 3 clusters Score -4835466 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -4837337.000000 Penalty: 5252.559082
	Iteration 4F: 3 clusters Score -4837337 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -4839638.000000 Penalty: 5252.559082
	Iteration 5F: 3 clusters Score -4839638 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -4842061.000000 Penalty: 5252.559082
	Iteration 6F: 3 clusters Score -4842061 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -4844533.000000 Penalty: 5252.559082
	Iteration 7F: 3 clusters Score -4844533 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -4846618.500000 Penalty: 5252.559082
	Iteration 8Q: 3 clusters Score -4846618 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -4848025.000000 Penalty: 5252.559082
	Iteration 9Q: 3 clusters Score -4848025 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -4848745.500000 Penalty: 5252.559082
	Iteration 10Q: 3 clusters Score -4848746 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -4849010.500000 Penalty: 5252.559082
	Iteration 11Q: 3 clusters Score -4849010 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -4849114.000000 Penalty: 5252.559082
	Iteration 12Q: 3 clusters Score -4849114 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -4849174.500000 Penalty: 5252.559082
	Iteration 13Q: 3 clusters Score -4849174 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -4849213.500000 Penalty: 5252.559082
	Iteration 14Q: 3 clusters Score -4849214 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -4849222.000000 Penalty: 5252.559082
	Iteration 15Q: 3 clusters Score -4849222 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -4849231.000000 Penalty: 5252.559082
	Iteration 16Q: 3 clusters Score -4849231 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -4849241.500000 Penalty: 5252.559082
	Iteration 17Q: 3 clusters Score -4849242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -4849247.000000 Penalty: 5252.559082
	Iteration 18Q: 3 clusters Score -4849247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -4849258.500000 Penalty: 5252.559082
	Iteration 19Q: 3 clusters Score -4849258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -4849260.500000 Penalty: 5252.559082
	Iteration 20F: 3 clusters Score -4849260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -4849262.000000 Penalty: 5252.559082
	Iteration 21Q: 3 clusters Score -4849262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -4849264.000000 Penalty: 5252.559082
	Iteration 22Q: 3 clusters Score -4849264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -4849270.000000 Penalty: 5252.559082
	Iteration 23Q: 3 clusters Score -4849270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -4849272.500000 Penalty: 5252.559082
	Iteration 24Q: 3 clusters Score -4849272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -4849290.000000 Penalty: 5252.559082
	Iteration 25Q: 3 clusters Score -4849290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -4849289.500000 Penalty: 5252.559082
	Iteration 26Q: 3 clusters Score -4849290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -4849286.000000 Penalty: 5252.559082
	Iteration 27Q: 3 clusters Score -4849286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -4849288.000000 Penalty: 5252.559082
	Iteration 28Q: 3 clusters Score -4849288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -4849288.000000 Penalty: 5252.559082
	Iteration 29Q: 3 clusters Score -4849288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -4849285.500000 Penalty: 5252.559082
	Iteration 30Q: 3 clusters Score -4849286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -4849288.500000 Penalty: 5252.559082
	Iteration 31Q: 3 clusters Score -4849288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -4849280.000000 Penalty: 5252.559082
	Iteration 32Q: 3 clusters Score -4849280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -4849281.500000 Penalty: 5252.559082
	Iteration 33Q: 3 clusters Score -4849282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -4849289.000000 Penalty: 5252.559082
	Iteration 34Q: 3 clusters Score -4849289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -4849291.000000 Penalty: 5252.559082
	Iteration 35Q: 3 clusters Score -4849291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -4849293.000000 Penalty: 5252.559082
	Iteration 36Q: 3 clusters Score -4849293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -4849289.500000 Penalty: 5252.559082
	Iteration 37Q: 3 clusters Score -4849290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -4849293.500000 Penalty: 5252.559082
	Iteration 38Q: 3 clusters Score -4849294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -4849296.500000 Penalty: 5252.559082
	Iteration 39Q: 3 clusters Score -4849296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -4849296.500000 Penalty: 5252.559082
	Iteration 40F: 3 clusters Score -4849296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -4849297.500000 Penalty: 5252.559082
	Iteration 41Q: 3 clusters Score -4849298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -4849299.000000 Penalty: 5252.559082
	Iteration 42Q: 3 clusters Score -4849299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -4849299.000000 Penalty: 5252.559082
	Iteration 43F: 3 clusters Score -4849299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Entering Unmasked Estep 
Score: -1119466.125000 Penalty: 2270.868652
	Iteration 0F: 2 clusters Score -1119466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1112149.625000 Penalty: 4541.737305
	Iteration 0F: 3 clusters Score -1112150 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1114673.000000 Penalty: 4541.737305
	Iteration 1F: 3 clusters Score -1114673 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1115380.375000 Penalty: 4541.737305
	Iteration 2F: 3 clusters Score -1115380 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1115998.375000 Penalty: 4541.737305
	Iteration 3F: 3 clusters Score -1115998 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1116530.125000 Penalty: 4541.737305
	Iteration 4F: 3 clusters Score -1116530 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1116968.125000 Penalty: 4541.737305
	Iteration 5F: 3 clusters Score -1116968 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1117301.875000 Penalty: 4541.737305
	Iteration 6F: 3 clusters Score -1117302 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1117556.125000 Penalty: 4541.737305
	Iteration 7Q: 3 clusters Score -1117556 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1117750.750000 Penalty: 4541.737305
	Iteration 8Q: 3 clusters Score -1117751 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1117889.875000 Penalty: 4541.737305
	Iteration 9Q: 3 clusters Score -1117890 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1118003.375000 Penalty: 4541.737305
	Iteration 10Q: 3 clusters Score -1118003 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1118100.625000 Penalty: 4541.737305
	Iteration 11Q: 3 clusters Score -1118101 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1118180.000000 Penalty: 4541.737305
	Iteration 12Q: 3 clusters Score -1118180 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1118239.875000 Penalty: 4541.737305
	Iteration 13Q: 3 clusters Score -1118240 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1118300.375000 Penalty: 4541.737305
	Iteration 14Q: 3 clusters Score -1118300 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1118350.750000 Penalty: 4541.737305
	Iteration 15Q: 3 clusters Score -1118351 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1118390.125000 Penalty: 4541.737305
	Iteration 16Q: 3 clusters Score -1118390 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1118418.250000 Penalty: 4541.737305
	Iteration 17Q: 3 clusters Score -1118418 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1118440.875000 Penalty: 4541.737305
	Iteration 18Q: 3 clusters Score -1118441 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1118463.500000 Penalty: 4541.737305
	Iteration 19Q: 3 clusters Score -1118464 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1118480.125000 Penalty: 4541.737305
	Iteration 20F: 3 clusters Score -1118480 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1118494.125000 Penalty: 4541.737305
	Iteration 21Q: 3 clusters Score -1118494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1118504.625000 Penalty: 4541.737305
	Iteration 22Q: 3 clusters Score -1118505 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1118512.625000 Penalty: 4541.737305
	Iteration 23Q: 3 clusters Score -1118513 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1118528.875000 Penalty: 4541.737305
	Iteration 24Q: 3 clusters Score -1118529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1118544.875000 Penalty: 4541.737305
	Iteration 25Q: 3 clusters Score -1118545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1118557.000000 Penalty: 4541.737305
	Iteration 26Q: 3 clusters Score -1118557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1118568.000000 Penalty: 4541.737305
	Iteration 27Q: 3 clusters Score -1118568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1118581.750000 Penalty: 4541.737305
	Iteration 28Q: 3 clusters Score -1118582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1118591.375000 Penalty: 4541.737305
	Iteration 29Q: 3 clusters Score -1118591 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1118604.375000 Penalty: 4541.737305
	Iteration 30Q: 3 clusters Score -1118604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1118612.875000 Penalty: 4541.737305
	Iteration 31Q: 3 clusters Score -1118613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1118618.625000 Penalty: 4541.737305
	Iteration 32Q: 3 clusters Score -1118619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1118625.125000 Penalty: 4541.737305
	Iteration 33Q: 3 clusters Score -1118625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1118632.250000 Penalty: 4541.737305
	Iteration 34Q: 3 clusters Score -1118632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1118636.250000 Penalty: 4541.737305
	Iteration 35Q: 3 clusters Score -1118636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1118642.000000 Penalty: 4541.737305
	Iteration 36Q: 3 clusters Score -1118642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1118646.000000 Penalty: 4541.737305
	Iteration 37Q: 3 clusters Score -1118646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1118652.250000 Penalty: 4541.737305
	Iteration 38Q: 3 clusters Score -1118652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1118656.000000 Penalty: 4541.737305
	Iteration 39Q: 3 clusters Score -1118656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1118656.250000 Penalty: 4541.737305
	Iteration 40F: 3 clusters Score -1118656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1118656.875000 Penalty: 4541.737305
	Iteration 41Q: 3 clusters Score -1118657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1118658.875000 Penalty: 4541.737305
	Iteration 42Q: 3 clusters Score -1118659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1118659.500000 Penalty: 4541.737305
	Iteration 43Q: 3 clusters Score -1118660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1118663.875000 Penalty: 4541.737305
	Iteration 44Q: 3 clusters Score -1118664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1118671.750000 Penalty: 4541.737305
	Iteration 45Q: 3 clusters Score -1118672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1118676.125000 Penalty: 4541.737305
	Iteration 46Q: 3 clusters Score -1118676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1118678.875000 Penalty: 4541.737305
	Iteration 47Q: 3 clusters Score -1118679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1118682.750000 Penalty: 4541.737305
	Iteration 48Q: 3 clusters Score -1118683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1118683.500000 Penalty: 4541.737305
	Iteration 49Q: 3 clusters Score -1118684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1118689.250000 Penalty: 4541.737305
	Iteration 50Q: 3 clusters Score -1118689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1118689.750000 Penalty: 4541.737305
	Iteration 51Q: 3 clusters Score -1118690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1118691.625000 Penalty: 4541.737305
	Iteration 52Q: 3 clusters Score -1118692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1118694.125000 Penalty: 4541.737305
	Iteration 53Q: 3 clusters Score -1118694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1118694.875000 Penalty: 4541.737305
	Iteration 54Q: 3 clusters Score -1118695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1118695.375000 Penalty: 4541.737305
	Iteration 55Q: 3 clusters Score -1118695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1118695.375000 Penalty: 4541.737305
	Iteration 56F: 3 clusters Score -1118695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Entering Unmasked Estep 
Score: -2583802.750000 Penalty: 2489.439453
	Iteration 0F: 2 clusters Score -2583803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2567845.000000 Penalty: 4978.878906
	Iteration 0F: 3 clusters Score -2567845 nChanged 10198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2573577.250000 Penalty: 4978.878906
	Iteration 1F: 3 clusters Score -2573577 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2574183.250000 Penalty: 4978.878906
	Iteration 2F: 3 clusters Score -2574183 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2574786.250000 Penalty: 4978.878906
	Iteration 3F: 3 clusters Score -2574786 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2575329.750000 Penalty: 4978.878906
	Iteration 4F: 3 clusters Score -2575330 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2575921.500000 Penalty: 4978.878906
	Iteration 5F: 3 clusters Score -2575922 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2576478.000000 Penalty: 4978.878906
	Iteration 6Q: 3 clusters Score -2576478 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2576983.000000 Penalty: 4978.878906
	Iteration 7Q: 3 clusters Score -2576983 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2577423.750000 Penalty: 4978.878906
	Iteration 8Q: 3 clusters Score -2577424 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2577862.000000 Penalty: 4978.878906
	Iteration 9Q: 3 clusters Score -2577862 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2578275.000000 Penalty: 4978.878906
	Iteration 10Q: 3 clusters Score -2578275 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2578731.000000 Penalty: 4978.878906
	Iteration 11Q: 3 clusters Score -2578731 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2579193.750000 Penalty: 4978.878906
	Iteration 12Q: 3 clusters Score -2579194 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2579625.750000 Penalty: 4978.878906
	Iteration 13Q: 3 clusters Score -2579626 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2580050.250000 Penalty: 4978.878906
	Iteration 14Q: 3 clusters Score -2580050 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2580474.500000 Penalty: 4978.878906
	Iteration 15Q: 3 clusters Score -2580474 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2580800.500000 Penalty: 4978.878906
	Iteration 16Q: 3 clusters Score -2580800 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2581074.250000 Penalty: 4978.878906
	Iteration 17Q: 3 clusters Score -2581074 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2581297.000000 Penalty: 4978.878906
	Iteration 18Q: 3 clusters Score -2581297 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2581477.250000 Penalty: 4978.878906
	Iteration 19Q: 3 clusters Score -2581477 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2581585.000000 Penalty: 4978.878906
	Iteration 20F: 3 clusters Score -2581585 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2581655.250000 Penalty: 4978.878906
	Iteration 21Q: 3 clusters Score -2581655 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2581711.750000 Penalty: 4978.878906
	Iteration 22Q: 3 clusters Score -2581712 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2581752.000000 Penalty: 4978.878906
	Iteration 23Q: 3 clusters Score -2581752 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2581794.000000 Penalty: 4978.878906
	Iteration 24Q: 3 clusters Score -2581794 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2581836.750000 Penalty: 4978.878906
	Iteration 25Q: 3 clusters Score -2581837 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2581850.250000 Penalty: 4978.878906
	Iteration 26Q: 3 clusters Score -2581850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2581858.250000 Penalty: 4978.878906
	Iteration 27Q: 3 clusters Score -2581858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2581866.500000 Penalty: 4978.878906
	Iteration 28Q: 3 clusters Score -2581866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2581873.250000 Penalty: 4978.878906
	Iteration 29Q: 3 clusters Score -2581873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2581875.750000 Penalty: 4978.878906
	Iteration 30Q: 3 clusters Score -2581876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2581880.750000 Penalty: 4978.878906
	Iteration 31Q: 3 clusters Score -2581881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2581880.500000 Penalty: 4978.878906
	Iteration 32Q: 3 clusters Score -2581880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2581881.500000 Penalty: 4978.878906
	Iteration 33Q: 3 clusters Score -2581882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2581890.500000 Penalty: 4978.878906
	Iteration 34Q: 3 clusters Score -2581890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2581887.250000 Penalty: 4978.878906
	Iteration 35Q: 3 clusters Score -2581887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2581893.000000 Penalty: 4978.878906
	Iteration 36Q: 3 clusters Score -2581893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2581896.500000 Penalty: 4978.878906
	Iteration 37Q: 3 clusters Score -2581896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2581901.750000 Penalty: 4978.878906
	Iteration 38Q: 3 clusters Score -2581902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2581901.000000 Penalty: 4978.878906
	Iteration 39Q: 3 clusters Score -2581901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2581904.250000 Penalty: 4978.878906
	Iteration 40F: 3 clusters Score -2581904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2581908.000000 Penalty: 4978.878906
	Iteration 41Q: 3 clusters Score -2581908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2581909.750000 Penalty: 4978.878906
	Iteration 42Q: 3 clusters Score -2581910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2581909.750000 Penalty: 4978.878906
	Iteration 43F: 3 clusters Score -2581910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Entering Unmasked Estep 
Score: -2807173.750000 Penalty: 2493.630859
	Iteration 0F: 2 clusters Score -2807174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2790991.250000 Penalty: 4987.261719
	Iteration 0F: 3 clusters Score -2790991 nChanged 10399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2796872.000000 Penalty: 4987.261719
	Iteration 1F: 3 clusters Score -2796872 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2797653.000000 Penalty: 4987.261719
	Iteration 2F: 3 clusters Score -2797653 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2798500.500000 Penalty: 4987.261719
	Iteration 3F: 3 clusters Score -2798500 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2799429.250000 Penalty: 4987.261719
	Iteration 4F: 3 clusters Score -2799429 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2800456.000000 Penalty: 4987.261719
	Iteration 5F: 3 clusters Score -2800456 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2801508.250000 Penalty: 4987.261719
	Iteration 6F: 3 clusters Score -2801508 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2802501.750000 Penalty: 4987.261719
	Iteration 7F: 3 clusters Score -2802502 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2803425.000000 Penalty: 4987.261719
	Iteration 8Q: 3 clusters Score -2803425 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2804172.250000 Penalty: 4987.261719
	Iteration 9Q: 3 clusters Score -2804172 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2804662.500000 Penalty: 4987.261719
	Iteration 10Q: 3 clusters Score -2804662 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2804944.250000 Penalty: 4987.261719
	Iteration 11Q: 3 clusters Score -2804944 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2805139.250000 Penalty: 4987.261719
	Iteration 12Q: 3 clusters Score -2805139 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2805273.750000 Penalty: 4987.261719
	Iteration 13Q: 3 clusters Score -2805274 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2805375.750000 Penalty: 4987.261719
	Iteration 14Q: 3 clusters Score -2805376 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2805477.500000 Penalty: 4987.261719
	Iteration 15Q: 3 clusters Score -2805478 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2805547.500000 Penalty: 4987.261719
	Iteration 16Q: 3 clusters Score -2805548 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2805617.000000 Penalty: 4987.261719
	Iteration 17Q: 3 clusters Score -2805617 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2805666.750000 Penalty: 4987.261719
	Iteration 18Q: 3 clusters Score -2805667 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2805707.750000 Penalty: 4987.261719
	Iteration 19Q: 3 clusters Score -2805708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2805727.500000 Penalty: 4987.261719
	Iteration 20F: 3 clusters Score -2805728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2805737.750000 Penalty: 4987.261719
	Iteration 21Q: 3 clusters Score -2805738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2805758.000000 Penalty: 4987.261719
	Iteration 22Q: 3 clusters Score -2805758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2805773.500000 Penalty: 4987.261719
	Iteration 23Q: 3 clusters Score -2805774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2805802.000000 Penalty: 4987.261719
	Iteration 24Q: 3 clusters Score -2805802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2805808.500000 Penalty: 4987.261719
	Iteration 25Q: 3 clusters Score -2805808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2805815.000000 Penalty: 4987.261719
	Iteration 26Q: 3 clusters Score -2805815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2805812.750000 Penalty: 4987.261719
	Iteration 27Q: 3 clusters Score -2805813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2805811.250000 Penalty: 4987.261719
	Iteration 28Q: 3 clusters Score -2805811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2805814.500000 Penalty: 4987.261719
	Iteration 29Q: 3 clusters Score -2805814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2805815.750000 Penalty: 4987.261719
	Iteration 30Q: 3 clusters Score -2805816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2805814.500000 Penalty: 4987.261719
	Iteration 31Q: 3 clusters Score -2805814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2805813.500000 Penalty: 4987.261719
	Iteration 32Q: 3 clusters Score -2805814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2805813.500000 Penalty: 4987.261719
	Iteration 33Q: 3 clusters Score -2805814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2805813.500000 Penalty: 4987.261719
	Iteration 34Q: 3 clusters Score -2805814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2805815.250000 Penalty: 4987.261719
	Iteration 35Q: 3 clusters Score -2805815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2805816.500000 Penalty: 4987.261719
	Iteration 36Q: 3 clusters Score -2805816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2805816.500000 Penalty: 4987.261719
	Iteration 37F: 3 clusters Score -2805816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Entering Unmasked Estep 
Score: -497437.187500 Penalty: 2062.805908
	Iteration 0F: 2 clusters Score -497437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -493474.781250 Penalty: 4125.611816
	Iteration 0F: 3 clusters Score -493474.8 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -494435.156250 Penalty: 4125.611816
	Iteration 1F: 3 clusters Score -494435.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -494609.000000 Penalty: 4125.611816
	Iteration 2F: 3 clusters Score -494609 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -494701.968750 Penalty: 4125.611816
	Iteration 3Q: 3 clusters Score -494702 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -494774.250000 Penalty: 4125.611816
	Iteration 4Q: 3 clusters Score -494774.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -494823.250000 Penalty: 4125.611816
	Iteration 5Q: 3 clusters Score -494823.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -494853.906250 Penalty: 4125.611816
	Iteration 6Q: 3 clusters Score -494853.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -494887.812500 Penalty: 4125.611816
	Iteration 7Q: 3 clusters Score -494887.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -494921.031250 Penalty: 4125.611816
	Iteration 8Q: 3 clusters Score -494921 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -494954.625000 Penalty: 4125.611816
	Iteration 9Q: 3 clusters Score -494954.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -494990.187500 Penalty: 4125.611816
	Iteration 10Q: 3 clusters Score -494990.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -495029.781250 Penalty: 4125.611816
	Iteration 11Q: 3 clusters Score -495029.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -495068.406250 Penalty: 4125.611816
	Iteration 12Q: 3 clusters Score -495068.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -495103.187500 Penalty: 4125.611816
	Iteration 13Q: 3 clusters Score -495103.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -495135.125000 Penalty: 4125.611816
	Iteration 14Q: 3 clusters Score -495135.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -495168.312500 Penalty: 4125.611816
	Iteration 15Q: 3 clusters Score -495168.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -495204.125000 Penalty: 4125.611816
	Iteration 16Q: 3 clusters Score -495204.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -495239.843750 Penalty: 4125.611816
	Iteration 17Q: 3 clusters Score -495239.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -495277.812500 Penalty: 4125.611816
	Iteration 18Q: 3 clusters Score -495277.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -495323.968750 Penalty: 4125.611816
	Iteration 19Q: 3 clusters Score -495324 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -495381.406250 Penalty: 4125.611816
	Iteration 20F: 3 clusters Score -495381.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -495436.531250 Penalty: 4125.611816
	Iteration 21Q: 3 clusters Score -495436.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -495474.187500 Penalty: 4125.611816
	Iteration 22Q: 3 clusters Score -495474.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -495504.812500 Penalty: 4125.611816
	Iteration 23Q: 3 clusters Score -495504.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -495533.031250 Penalty: 4125.611816
	Iteration 24Q: 3 clusters Score -495533 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -495566.781250 Penalty: 4125.611816
	Iteration 25Q: 3 clusters Score -495566.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -495608.062500 Penalty: 4125.611816
	Iteration 26Q: 3 clusters Score -495608.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -495643.781250 Penalty: 4125.611816
	Iteration 27Q: 3 clusters Score -495643.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -495675.656250 Penalty: 4125.611816
	Iteration 28Q: 3 clusters Score -495675.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -495701.593750 Penalty: 4125.611816
	Iteration 29Q: 3 clusters Score -495701.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -495727.468750 Penalty: 4125.611816
	Iteration 30Q: 3 clusters Score -495727.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -495749.812500 Penalty: 4125.611816
	Iteration 31Q: 3 clusters Score -495749.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -495774.375000 Penalty: 4125.611816
	Iteration 32Q: 3 clusters Score -495774.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -495805.593750 Penalty: 4125.611816
	Iteration 33Q: 3 clusters Score -495805.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -495831.843750 Penalty: 4125.611816
	Iteration 34Q: 3 clusters Score -495831.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -495859.156250 Penalty: 4125.611816
	Iteration 35Q: 3 clusters Score -495859.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -495875.250000 Penalty: 4125.611816
	Iteration 36Q: 3 clusters Score -495875.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -495888.343750 Penalty: 4125.611816
	Iteration 37Q: 3 clusters Score -495888.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -495899.531250 Penalty: 4125.611816
	Iteration 38Q: 3 clusters Score -495899.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -495914.031250 Penalty: 4125.611816
	Iteration 39Q: 3 clusters Score -495914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -495930.468750 Penalty: 4125.611816
	Iteration 40F: 3 clusters Score -495930.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -495943.187500 Penalty: 4125.611816
	Iteration 41Q: 3 clusters Score -495943.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -495950.687500 Penalty: 4125.611816
	Iteration 42Q: 3 clusters Score -495950.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -495953.750000 Penalty: 4125.611816
	Iteration 43Q: 3 clusters Score -495953.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -495954.406250 Penalty: 4125.611816
	Iteration 44Q: 3 clusters Score -495954.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -495954.406250 Penalty: 4125.611816
	Iteration 45F: 3 clusters Score -495954.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -76642.937500 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -76642.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -75086.414062 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -75086.41 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -75807.570312 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -75807.57 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -76360.000000 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -76360 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -76644.843750 Penalty: 3294.673340
	Iteration 3F: 3 clusters Score -76644.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -76992.125000 Penalty: 3294.673340
	Iteration 4Q: 3 clusters Score -76992.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -77264.945312 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -77264.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -77309.968750 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -77309.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -77362.234375 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -77362.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -77408.718750 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -77408.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -77410.875000 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -77410.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -77410.875000 Penalty: 3294.673340
	Iteration 10F: 3 clusters Score -77410.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196212 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41473 members 
Mstep: Class 10 contains 279329 members 
Mstep: Class 11 contains 59446 members 
Mstep: Class 12 contains 295346 members 
Mstep: Class 13 contains 10424 members 
Mstep: Class 14 contains 31570 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39729 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22881 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 93006 members 
Mstep: Class 24 contains 78075 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Entering Unmasked Estep 
Score: -154580304.000000 Penalty: 90644.539062
Splitting cluster 22 changes total score from -154581312.000000 to -154580304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (93006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93006 members 
Entering Unmasked Estep 
Score: -11733898.000000 Penalty: 2837.223877
	Iteration 0F: 2 clusters Score -1.17339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -11671928.000000 Penalty: 5674.447754
	Iteration 0F: 3 clusters Score -1.167193e+07 nChanged 43749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -11696695.000000 Penalty: 5674.447754
	Iteration 1F: 3 clusters Score -1.16967e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -11697502.000000 Penalty: 5674.447754
	Iteration 2Q: 3 clusters Score -1.16975e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -11698528.000000 Penalty: 5674.447754
	Iteration 3Q: 3 clusters Score -1.169853e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -11700336.000000 Penalty: 5674.447754
	Iteration 4Q: 3 clusters Score -1.170034e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61301 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -11703132.000000 Penalty: 5674.447754
	Iteration 5F: 3 clusters Score -1.170313e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67808 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -11707918.000000 Penalty: 5674.447754
	Iteration 6F: 3 clusters Score -1.170792e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75503 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -11714794.000000 Penalty: 5674.447754
	Iteration 7F: 3 clusters Score -1.171479e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83054 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -11721976.000000 Penalty: 5674.447754
	Iteration 8F: 3 clusters Score -1.172198e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88505 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -11727284.000000 Penalty: 5674.447754
	Iteration 9F: 3 clusters Score -1.172728e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91323 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -11729847.000000 Penalty: 5674.447754
	Iteration 10Q: 3 clusters Score -1.172985e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92357 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -11730844.000000 Penalty: 5674.447754
	Iteration 11Q: 3 clusters Score -1.173084e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92653 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -11731107.000000 Penalty: 5674.447754
	Iteration 12Q: 3 clusters Score -1.173111e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92754 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11731271.000000 Penalty: 5674.447754
	Iteration 13Q: 3 clusters Score -1.173127e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92786 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11731345.000000 Penalty: 5674.447754
	Iteration 14Q: 3 clusters Score -1.173134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92793 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -11731378.000000 Penalty: 5674.447754
	Iteration 15Q: 3 clusters Score -1.173138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92795 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11731383.000000 Penalty: 5674.447754
	Iteration 16Q: 3 clusters Score -1.173138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92801 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11731393.000000 Penalty: 5674.447754
	Iteration 17Q: 3 clusters Score -1.173139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92802 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11731399.000000 Penalty: 5674.447754
	Iteration 18Q: 3 clusters Score -1.17314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92804 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11731418.000000 Penalty: 5674.447754
	Iteration 19Q: 3 clusters Score -1.173142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92807 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11731419.000000 Penalty: 5674.447754
	Iteration 20F: 3 clusters Score -1.173142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92807 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11731429.000000 Penalty: 5674.447754
	Iteration 21Q: 3 clusters Score -1.173143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92808 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11731427.000000 Penalty: 5674.447754
	Iteration 22Q: 3 clusters Score -1.173143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92809 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11731428.000000 Penalty: 5674.447754
	Iteration 23Q: 3 clusters Score -1.173143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92808 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11731431.000000 Penalty: 5674.447754
	Iteration 24Q: 3 clusters Score -1.173143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92808 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11731431.000000 Penalty: 5674.447754
	Iteration 25F: 3 clusters Score -1.173143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (78075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78075 members 
Entering Unmasked Estep 
Score: -9453045.000000 Penalty: 2793.825439
	Iteration 0F: 2 clusters Score -9453045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -9400780.000000 Penalty: 5587.650879
	Iteration 0F: 3 clusters Score -9400780 nChanged 36660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -9420952.000000 Penalty: 5587.650879
	Iteration 1F: 3 clusters Score -9420952 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -9421489.000000 Penalty: 5587.650879
	Iteration 2Q: 3 clusters Score -9421489 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -9422060.000000 Penalty: 5587.650879
	Iteration 3Q: 3 clusters Score -9422060 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -9422606.000000 Penalty: 5587.650879
	Iteration 4Q: 3 clusters Score -9422606 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -9423151.000000 Penalty: 5587.650879
	Iteration 5Q: 3 clusters Score -9423151 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -9423809.000000 Penalty: 5587.650879
	Iteration 6Q: 3 clusters Score -9423809 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -9424607.000000 Penalty: 5587.650879
	Iteration 7Q: 3 clusters Score -9424607 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -9425626.000000 Penalty: 5587.650879
	Iteration 8Q: 3 clusters Score -9425626 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -9427115.000000 Penalty: 5587.650879
	Iteration 9Q: 3 clusters Score -9427115 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -9429098.000000 Penalty: 5587.650879
	Iteration 10F: 3 clusters Score -9429098 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -9431674.000000 Penalty: 5587.650879
	Iteration 11F: 3 clusters Score -9431674 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56474 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -9434599.000000 Penalty: 5587.650879
	Iteration 12F: 3 clusters Score -9434599 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -9437409.000000 Penalty: 5587.650879
	Iteration 13F: 3 clusters Score -9437409 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63470 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -9440070.000000 Penalty: 5587.650879
	Iteration 14Q: 3 clusters Score -9440070 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66416 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -9442250.000000 Penalty: 5587.650879
	Iteration 15Q: 3 clusters Score -9442250 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68944 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -9444279.000000 Penalty: 5587.650879
	Iteration 16Q: 3 clusters Score -9444279 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71103 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -9445964.000000 Penalty: 5587.650879
	Iteration 17Q: 3 clusters Score -9445964 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72806 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -9447370.000000 Penalty: 5587.650879
	Iteration 18Q: 3 clusters Score -9447370 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74129 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -9448338.000000 Penalty: 5587.650879
	Iteration 19Q: 3 clusters Score -9448338 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75054 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -9449064.000000 Penalty: 5587.650879
	Iteration 20F: 3 clusters Score -9449064 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75710 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -9449607.000000 Penalty: 5587.650879
	Iteration 21Q: 3 clusters Score -9449607 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76153 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -9449971.000000 Penalty: 5587.650879
	Iteration 22Q: 3 clusters Score -9449971 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76436 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -9450198.000000 Penalty: 5587.650879
	Iteration 23Q: 3 clusters Score -9450198 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76624 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -9450365.000000 Penalty: 5587.650879
	Iteration 24Q: 3 clusters Score -9450365 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76757 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -9450454.000000 Penalty: 5587.650879
	Iteration 25Q: 3 clusters Score -9450454 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76852 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -9450515.000000 Penalty: 5587.650879
	Iteration 26Q: 3 clusters Score -9450515 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76929 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -9450577.000000 Penalty: 5587.650879
	Iteration 27Q: 3 clusters Score -9450577 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77008 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -9450631.000000 Penalty: 5587.650879
	Iteration 28Q: 3 clusters Score -9450631 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -9450665.000000 Penalty: 5587.650879
	Iteration 29Q: 3 clusters Score -9450665 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77096 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9450690.000000 Penalty: 5587.650879
	Iteration 30Q: 3 clusters Score -9450690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77118 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -9450707.000000 Penalty: 5587.650879
	Iteration 31Q: 3 clusters Score -9450707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -9450702.000000 Penalty: 5587.650879
	Iteration 32Q: 3 clusters Score -9450702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77152 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -9450703.000000 Penalty: 5587.650879
	Iteration 33Q: 3 clusters Score -9450703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77159 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9450717.000000 Penalty: 5587.650879
	Iteration 34Q: 3 clusters Score -9450717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77163 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -9450712.000000 Penalty: 5587.650879
	Iteration 35Q: 3 clusters Score -9450712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77169 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -9450717.000000 Penalty: 5587.650879
	Iteration 36Q: 3 clusters Score -9450717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77172 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -9450723.000000 Penalty: 5587.650879
	Iteration 37Q: 3 clusters Score -9450723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77179 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -9450730.000000 Penalty: 5587.650879
	Iteration 38Q: 3 clusters Score -9450730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77183 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -9450741.000000 Penalty: 5587.650879
	Iteration 39Q: 3 clusters Score -9450741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77187 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -9450737.000000 Penalty: 5587.650879
	Iteration 40F: 3 clusters Score -9450737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77190 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -9450735.000000 Penalty: 5587.650879
	Iteration 41Q: 3 clusters Score -9450735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -9450738.000000 Penalty: 5587.650879
	Iteration 42Q: 3 clusters Score -9450738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77200 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -9450741.000000 Penalty: 5587.650879
	Iteration 43Q: 3 clusters Score -9450741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77207 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9450732.000000 Penalty: 5587.650879
	Iteration 44Q: 3 clusters Score -9450732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77209 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9450736.000000 Penalty: 5587.650879
	Iteration 45Q: 3 clusters Score -9450736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77211 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -9450739.000000 Penalty: 5587.650879
	Iteration 46Q: 3 clusters Score -9450739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77213 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9450744.000000 Penalty: 5587.650879
	Iteration 47Q: 3 clusters Score -9450744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77213 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9450744.000000 Penalty: 5587.650879
	Iteration 48F: 3 clusters Score -9450744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -98991.960938 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -98991.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -97150.304688 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -97150.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -97389.023438 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -97389.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -97494.789062 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -97494.79 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -97584.906250 Penalty: 3349.705322
	Iteration 3Q: 3 clusters Score -97584.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97652.640625 Penalty: 3349.705322
	Iteration 4Q: 3 clusters Score -97652.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -97716.203125 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -97716.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -97768.585938 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -97768.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -97824.976562 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -97824.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97901.085938 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -97901.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98081.304688 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -98081.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -98330.304688 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -98330.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -98556.703125 Penalty: 3349.705322
	Iteration 11F: 3 clusters Score -98556.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -98632.156250 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -98632.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -98667.890625 Penalty: 3349.705322
	Iteration 13Q: 3 clusters Score -98667.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -98709.945312 Penalty: 3349.705322
	Iteration 14Q: 3 clusters Score -98709.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -98772.882812 Penalty: 3349.705322
	Iteration 15Q: 3 clusters Score -98772.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -98804.781250 Penalty: 3349.705322
	Iteration 16Q: 3 clusters Score -98804.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -98828.046875 Penalty: 3349.705322
	Iteration 17Q: 3 clusters Score -98828.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -98847.617188 Penalty: 3349.705322
	Iteration 18Q: 3 clusters Score -98847.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -98860.414062 Penalty: 3349.705322
	Iteration 19Q: 3 clusters Score -98860.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -98864.210938 Penalty: 3349.705322
	Iteration 20F: 3 clusters Score -98864.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -98868.000000 Penalty: 3349.705322
	Iteration 21Q: 3 clusters Score -98868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -98874.289062 Penalty: 3349.705322
	Iteration 22Q: 3 clusters Score -98874.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -98879.148438 Penalty: 3349.705322
	Iteration 23Q: 3 clusters Score -98879.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -98879.148438 Penalty: 3349.705322
	Iteration 24F: 3 clusters Score -98879.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196212 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41473 members 
Mstep: Class 10 contains 279329 members 
Mstep: Class 11 contains 59446 members 
Mstep: Class 12 contains 295346 members 
Mstep: Class 13 contains 10424 members 
Mstep: Class 14 contains 31570 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39729 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22881 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93006 members 
Mstep: Class 24 contains 78075 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581232.000000 Penalty: 87158.210938
Iteration 439Q: 26 clusters Score -1.545812e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196212 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41472 members 
Mstep: Class 10 contains 279317 members 
Mstep: Class 11 contains 59445 members 
Mstep: Class 12 contains 295364 members 
Mstep: Class 13 contains 10423 members 
Mstep: Class 14 contains 31570 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39730 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22881 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93004 members 
Mstep: Class 24 contains 78074 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581280.000000 Penalty: 87158.210938
Iteration 440F: 26 clusters Score -1.545813e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 196206 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41473 members 
Mstep: Class 10 contains 279314 members 
Mstep: Class 11 contains 59445 members 
Mstep: Class 12 contains 295371 members 
Mstep: Class 13 contains 10424 members 
Mstep: Class 14 contains 31568 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39731 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22880 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 93002 members 
Mstep: Class 24 contains 78077 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581296.000000 Penalty: 87158.210938
Iteration 441Q: 26 clusters Score -1.545813e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 196201 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41473 members 
Mstep: Class 10 contains 279313 members 
Mstep: Class 11 contains 59443 members 
Mstep: Class 12 contains 295379 members 
Mstep: Class 13 contains 10423 members 
Mstep: Class 14 contains 31568 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39731 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22880 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92999 members 
Mstep: Class 24 contains 78080 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581248.000000 Penalty: 87158.210938
Iteration 442Q: 26 clusters Score -1.545812e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 196199 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41473 members 
Mstep: Class 10 contains 279307 members 
Mstep: Class 11 contains 59443 members 
Mstep: Class 12 contains 295387 members 
Mstep: Class 13 contains 10424 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 6909 members 
Mstep: Class 16 contains 19324 members 
Mstep: Class 17 contains 39731 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22879 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92998 members 
Mstep: Class 24 contains 78080 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581264.000000 Penalty: 87158.210938
Iteration 443Q: 26 clusters Score -1.545813e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14678 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196197 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41472 members 
Mstep: Class 10 contains 279299 members 
Mstep: Class 11 contains 59442 members 
Mstep: Class 12 contains 295397 members 
Mstep: Class 13 contains 10424 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 6909 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39730 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22878 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92998 members 
Mstep: Class 24 contains 78080 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581296.000000 Penalty: 87158.210938
Iteration 444Q: 26 clusters Score -1.545813e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14678 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196197 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279297 members 
Mstep: Class 11 contains 59441 members 
Mstep: Class 12 contains 295398 members 
Mstep: Class 13 contains 10423 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 6909 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39729 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22878 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92997 members 
Mstep: Class 24 contains 78080 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581296.000000 Penalty: 87158.210938
Iteration 445Q: 26 clusters Score -1.545813e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14677 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196191 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279290 members 
Mstep: Class 11 contains 59441 members 
Mstep: Class 12 contains 295407 members 
Mstep: Class 13 contains 10423 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 6909 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39729 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22877 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92995 members 
Mstep: Class 24 contains 78080 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581328.000000 Penalty: 87158.210938
Iteration 446Q: 26 clusters Score -1.545813e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14677 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196188 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279294 members 
Mstep: Class 11 contains 59441 members 
Mstep: Class 12 contains 295407 members 
Mstep: Class 13 contains 10422 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 6909 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39729 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22877 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92994 members 
Mstep: Class 24 contains 78079 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581328.000000 Penalty: 87158.210938
Iteration 447Q: 26 clusters Score -1.545813e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14677 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196186 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279292 members 
Mstep: Class 11 contains 59442 members 
Mstep: Class 12 contains 295409 members 
Mstep: Class 13 contains 10422 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 6909 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39729 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22877 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92994 members 
Mstep: Class 24 contains 78078 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581344.000000 Penalty: 87158.210938
Iteration 448Q: 26 clusters Score -1.545813e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14677 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196188 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279284 members 
Mstep: Class 11 contains 59443 members 
Mstep: Class 12 contains 295412 members 
Mstep: Class 13 contains 10422 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 6909 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39729 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22877 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92993 members 
Mstep: Class 24 contains 78079 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581232.000000 Penalty: 87158.210938
Iteration 449Q: 26 clusters Score -1.545812e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14677 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196191 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41472 members 
Mstep: Class 10 contains 279274 members 
Mstep: Class 11 contains 59444 members 
Mstep: Class 12 contains 295418 members 
Mstep: Class 13 contains 10421 members 
Mstep: Class 14 contains 31566 members 
Mstep: Class 15 contains 6909 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39729 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22877 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92993 members 
Mstep: Class 24 contains 78079 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581200.000000 Penalty: 87158.210938
Iteration 450Q: 26 clusters Score -1.545812e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14677 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196185 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279264 members 
Mstep: Class 11 contains 59443 members 
Mstep: Class 12 contains 295435 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31566 members 
Mstep: Class 15 contains 6909 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39729 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22877 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92993 members 
Mstep: Class 24 contains 78079 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581216.000000 Penalty: 87158.210938
Iteration 451Q: 26 clusters Score -1.545812e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14676 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196182 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279258 members 
Mstep: Class 11 contains 59445 members 
Mstep: Class 12 contains 295443 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31565 members 
Mstep: Class 15 contains 6909 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39729 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22877 members 
Mstep: Class 20 contains 23270 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92993 members 
Mstep: Class 24 contains 78077 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581232.000000 Penalty: 87158.210938
Iteration 452Q: 26 clusters Score -1.545812e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14676 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196177 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279251 members 
Mstep: Class 11 contains 59448 members 
Mstep: Class 12 contains 295449 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31563 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39729 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22876 members 
Mstep: Class 20 contains 23269 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92993 members 
Mstep: Class 24 contains 78077 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581264.000000 Penalty: 87158.210938
Iteration 453Q: 26 clusters Score -1.545813e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14676 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196177 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41470 members 
Mstep: Class 10 contains 279242 members 
Mstep: Class 11 contains 59448 members 
Mstep: Class 12 contains 295460 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31562 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39730 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22875 members 
Mstep: Class 20 contains 23269 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92993 members 
Mstep: Class 24 contains 78077 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581152.000000 Penalty: 87158.210938
Iteration 454Q: 26 clusters Score -1.545812e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14676 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196169 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41470 members 
Mstep: Class 10 contains 279238 members 
Mstep: Class 11 contains 59449 members 
Mstep: Class 12 contains 295472 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31562 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39731 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22874 members 
Mstep: Class 20 contains 23270 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92993 members 
Mstep: Class 24 contains 78077 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581184.000000 Penalty: 87158.210938
Iteration 455Q: 26 clusters Score -1.545812e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14676 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196163 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41470 members 
Mstep: Class 10 contains 279235 members 
Mstep: Class 11 contains 59449 members 
Mstep: Class 12 contains 295477 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31562 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39731 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22874 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92990 members 
Mstep: Class 24 contains 78079 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581168.000000 Penalty: 87158.210938
Iteration 456Q: 26 clusters Score -1.545812e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14676 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196163 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41470 members 
Mstep: Class 10 contains 279229 members 
Mstep: Class 11 contains 59449 members 
Mstep: Class 12 contains 295480 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31563 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 39731 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92989 members 
Mstep: Class 24 contains 78079 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581184.000000 Penalty: 87158.210938
Iteration 457Q: 26 clusters Score -1.545812e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14676 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196158 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279237 members 
Mstep: Class 11 contains 59450 members 
Mstep: Class 12 contains 295473 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31564 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92989 members 
Mstep: Class 24 contains 78079 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581184.000000 Penalty: 87158.210938
Iteration 458Q: 26 clusters Score -1.545812e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14676 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196156 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41470 members 
Mstep: Class 10 contains 279241 members 
Mstep: Class 11 contains 59449 members 
Mstep: Class 12 contains 295471 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92988 members 
Mstep: Class 24 contains 78080 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581264.000000 Penalty: 87158.210938
Iteration 459Q: 26 clusters Score -1.545813e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14676 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196157 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279237 members 
Mstep: Class 11 contains 59449 members 
Mstep: Class 12 contains 295470 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31569 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92988 members 
Mstep: Class 24 contains 78080 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581216.000000 Penalty: 87158.210938
Iteration 460F: 26 clusters Score -1.545812e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14676 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196158 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279239 members 
Mstep: Class 11 contains 59449 members 
Mstep: Class 12 contains 295468 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31569 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92988 members 
Mstep: Class 24 contains 78079 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581248.000000 Penalty: 87158.210938
Iteration 461Q: 26 clusters Score -1.545812e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14676 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196158 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279236 members 
Mstep: Class 11 contains 59449 members 
Mstep: Class 12 contains 295475 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92986 members 
Mstep: Class 24 contains 78079 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581232.000000 Penalty: 87158.210938
Iteration 462Q: 26 clusters Score -1.545812e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14675 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196158 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279238 members 
Mstep: Class 11 contains 59449 members 
Mstep: Class 12 contains 295472 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31568 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92987 members 
Mstep: Class 24 contains 78079 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581152.000000 Penalty: 87158.210938
Iteration 463Q: 26 clusters Score -1.545812e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14675 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196155 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279238 members 
Mstep: Class 11 contains 59449 members 
Mstep: Class 12 contains 295474 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31569 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92987 members 
Mstep: Class 24 contains 78079 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581184.000000 Penalty: 87158.210938
Iteration 464Q: 26 clusters Score -1.545812e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14675 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196153 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279237 members 
Mstep: Class 11 contains 59449 members 
Mstep: Class 12 contains 295476 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31569 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92987 members 
Mstep: Class 24 contains 78080 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581120.000000 Penalty: 87158.210938
Iteration 465Q: 26 clusters Score -1.545811e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14675 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196154 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279238 members 
Mstep: Class 11 contains 59449 members 
Mstep: Class 12 contains 295475 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31568 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92986 members 
Mstep: Class 24 contains 78081 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581072.000000 Penalty: 87158.210938
Iteration 466Q: 26 clusters Score -1.545811e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14675 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196152 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279240 members 
Mstep: Class 11 contains 59450 members 
Mstep: Class 12 contains 295477 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92984 members 
Mstep: Class 24 contains 78081 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581104.000000 Penalty: 87158.210938
Iteration 467Q: 26 clusters Score -1.545811e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14675 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196152 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279240 members 
Mstep: Class 11 contains 59449 members 
Mstep: Class 12 contains 295477 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92983 members 
Mstep: Class 24 contains 78083 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581120.000000 Penalty: 87158.210938
Iteration 468Q: 26 clusters Score -1.545811e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14675 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196152 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279240 members 
Mstep: Class 11 contains 59449 members 
Mstep: Class 12 contains 295478 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92982 members 
Mstep: Class 24 contains 78083 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581184.000000 Penalty: 87158.210938
Iteration 469Q: 26 clusters Score -1.545812e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14675 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196151 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279241 members 
Mstep: Class 11 contains 59449 members 
Mstep: Class 12 contains 295480 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92981 members 
Mstep: Class 24 contains 78083 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581200.000000 Penalty: 87158.210938
Iteration 470Q: 26 clusters Score -1.545812e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14675 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196149 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279239 members 
Mstep: Class 11 contains 59449 members 
Mstep: Class 12 contains 295485 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92980 members 
Mstep: Class 24 contains 78083 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581184.000000 Penalty: 87158.210938
Iteration 471Q: 26 clusters Score -1.545812e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14675 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196148 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279238 members 
Mstep: Class 11 contains 59449 members 
Mstep: Class 12 contains 295487 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31566 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92981 members 
Mstep: Class 24 contains 78083 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581168.000000 Penalty: 87158.210938
Iteration 472Q: 26 clusters Score -1.545812e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196145 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279238 members 
Mstep: Class 11 contains 59448 members 
Mstep: Class 12 contains 295491 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31566 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92982 members 
Mstep: Class 24 contains 78083 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581088.000000 Penalty: 87158.210938
Iteration 473Q: 26 clusters Score -1.545811e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196142 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279241 members 
Mstep: Class 11 contains 59449 members 
Mstep: Class 12 contains 295490 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31566 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92981 members 
Mstep: Class 24 contains 78083 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581104.000000 Penalty: 87158.210938
Iteration 474Q: 26 clusters Score -1.545811e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196141 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41472 members 
Mstep: Class 10 contains 279244 members 
Mstep: Class 11 contains 59449 members 
Mstep: Class 12 contains 295485 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92981 members 
Mstep: Class 24 contains 78084 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581104.000000 Penalty: 87158.210938
Iteration 475Q: 26 clusters Score -1.545811e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196142 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279245 members 
Mstep: Class 11 contains 59449 members 
Mstep: Class 12 contains 295484 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92980 members 
Mstep: Class 24 contains 78085 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581104.000000 Penalty: 87158.210938
Iteration 476Q: 26 clusters Score -1.545811e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196138 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 279251 members 
Mstep: Class 11 contains 59449 members 
Mstep: Class 12 contains 295481 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92979 members 
Mstep: Class 24 contains 78087 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581152.000000 Penalty: 87158.210938
Iteration 477Q: 26 clusters Score -1.545812e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196138 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41470 members 
Mstep: Class 10 contains 279251 members 
Mstep: Class 11 contains 59448 members 
Mstep: Class 12 contains 295484 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92979 members 
Mstep: Class 24 contains 78086 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581120.000000 Penalty: 87158.210938
Iteration 478Q: 26 clusters Score -1.545811e+08 nChanged 19
Entering ConstructFrom: 
Score: -154581120.000000 Penalty: 87158.210938
Entering ConstructFrom: 
Trying to split cluster 1 (26063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Entering Unmasked Estep 
Score: -3245205.500000 Penalty: 2521.731445
	Iteration 0F: 2 clusters Score -3245206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -3227325.000000 Penalty: 5043.462891
	Iteration 0F: 3 clusters Score -3227325 nChanged 11609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -3233536.000000 Penalty: 5043.462891
	Iteration 1F: 3 clusters Score -3233536 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3233958.000000 Penalty: 5043.462891
	Iteration 2F: 3 clusters Score -3233958 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -3234286.000000 Penalty: 5043.462891
	Iteration 3Q: 3 clusters Score -3234286 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -3234520.500000 Penalty: 5043.462891
	Iteration 4Q: 3 clusters Score -3234520 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -3234702.250000 Penalty: 5043.462891
	Iteration 5Q: 3 clusters Score -3234702 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -3234895.000000 Penalty: 5043.462891
	Iteration 6Q: 3 clusters Score -3234895 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -3235060.000000 Penalty: 5043.462891
	Iteration 7Q: 3 clusters Score -3235060 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -3235295.000000 Penalty: 5043.462891
	Iteration 8Q: 3 clusters Score -3235295 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -3235584.000000 Penalty: 5043.462891
	Iteration 9Q: 3 clusters Score -3235584 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -3235948.750000 Penalty: 5043.462891
	Iteration 10Q: 3 clusters Score -3235949 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -3236528.000000 Penalty: 5043.462891
	Iteration 11Q: 3 clusters Score -3236528 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -3237335.750000 Penalty: 5043.462891
	Iteration 12F: 3 clusters Score -3237336 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -3238329.250000 Penalty: 5043.462891
	Iteration 13F: 3 clusters Score -3238329 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -3239411.750000 Penalty: 5043.462891
	Iteration 14F: 3 clusters Score -3239412 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -3240504.750000 Penalty: 5043.462891
	Iteration 15Q: 3 clusters Score -3240505 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -3241268.750000 Penalty: 5043.462891
	Iteration 16Q: 3 clusters Score -3241269 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3241734.500000 Penalty: 5043.462891
	Iteration 17Q: 3 clusters Score -3241734 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3242091.250000 Penalty: 5043.462891
	Iteration 18Q: 3 clusters Score -3242091 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3242357.750000 Penalty: 5043.462891
	Iteration 19Q: 3 clusters Score -3242358 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3242532.250000 Penalty: 5043.462891
	Iteration 20F: 3 clusters Score -3242532 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3242687.250000 Penalty: 5043.462891
	Iteration 21Q: 3 clusters Score -3242687 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3242790.500000 Penalty: 5043.462891
	Iteration 22Q: 3 clusters Score -3242790 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3242889.000000 Penalty: 5043.462891
	Iteration 23Q: 3 clusters Score -3242889 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3242963.500000 Penalty: 5043.462891
	Iteration 24Q: 3 clusters Score -3242964 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3243017.500000 Penalty: 5043.462891
	Iteration 25Q: 3 clusters Score -3243018 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3243056.750000 Penalty: 5043.462891
	Iteration 26Q: 3 clusters Score -3243057 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3243096.750000 Penalty: 5043.462891
	Iteration 27Q: 3 clusters Score -3243097 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3243114.500000 Penalty: 5043.462891
	Iteration 28Q: 3 clusters Score -3243114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3243133.250000 Penalty: 5043.462891
	Iteration 29Q: 3 clusters Score -3243133 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3243154.000000 Penalty: 5043.462891
	Iteration 30Q: 3 clusters Score -3243154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3243158.000000 Penalty: 5043.462891
	Iteration 31Q: 3 clusters Score -3243158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3243168.750000 Penalty: 5043.462891
	Iteration 32Q: 3 clusters Score -3243169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3243173.000000 Penalty: 5043.462891
	Iteration 33Q: 3 clusters Score -3243173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3243185.750000 Penalty: 5043.462891
	Iteration 34Q: 3 clusters Score -3243186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3243192.250000 Penalty: 5043.462891
	Iteration 35Q: 3 clusters Score -3243192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3243192.500000 Penalty: 5043.462891
	Iteration 36Q: 3 clusters Score -3243192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3243195.750000 Penalty: 5043.462891
	Iteration 37Q: 3 clusters Score -3243196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3243195.500000 Penalty: 5043.462891
	Iteration 38Q: 3 clusters Score -3243196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3243196.750000 Penalty: 5043.462891
	Iteration 39Q: 3 clusters Score -3243197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3243198.000000 Penalty: 5043.462891
	Iteration 40F: 3 clusters Score -3243198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3243200.000000 Penalty: 5043.462891
	Iteration 41Q: 3 clusters Score -3243200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3243200.000000 Penalty: 5043.462891
	Iteration 42F: 3 clusters Score -3243200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Entering Unmasked Estep 
Score: -499808.718750 Penalty: 2114.829834
	Iteration 0F: 2 clusters Score -499808.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -495380.062500 Penalty: 4229.659668
	Iteration 0F: 3 clusters Score -495380.1 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -496997.218750 Penalty: 4229.659668
	Iteration 1F: 3 clusters Score -496997.2 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -498205.375000 Penalty: 4229.659668
	Iteration 2F: 3 clusters Score -498205.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -499217.312500 Penalty: 4229.659668
	Iteration 3F: 3 clusters Score -499217.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -499767.781250 Penalty: 4229.659668
	Iteration 4F: 3 clusters Score -499767.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -499985.656250 Penalty: 4229.659668
	Iteration 5F: 3 clusters Score -499985.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -500074.312500 Penalty: 4229.659668
	Iteration 6Q: 3 clusters Score -500074.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -500096.437500 Penalty: 4229.659668
	Iteration 7Q: 3 clusters Score -500096.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -500110.875000 Penalty: 4229.659668
	Iteration 8Q: 3 clusters Score -500110.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -500116.187500 Penalty: 4229.659668
	Iteration 9Q: 3 clusters Score -500116.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -500118.250000 Penalty: 4229.659668
	Iteration 10Q: 3 clusters Score -500118.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -500120.843750 Penalty: 4229.659668
	Iteration 11Q: 3 clusters Score -500120.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -500123.000000 Penalty: 4229.659668
	Iteration 12Q: 3 clusters Score -500123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -500123.718750 Penalty: 4229.659668
	Iteration 13Q: 3 clusters Score -500123.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -500124.562500 Penalty: 4229.659668
	Iteration 14Q: 3 clusters Score -500124.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -500124.562500 Penalty: 4229.659668
	Iteration 15F: 3 clusters Score -500124.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 1784 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196138 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41470 members 
Mstep: Class 10 contains 279248 members 
Mstep: Class 11 contains 59446 members 
Mstep: Class 12 contains 295490 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92979 members 
Mstep: Class 24 contains 78085 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 3268 members 
Entering Unmasked Estep 
Score: -154580800.000000 Penalty: 90644.539062
Splitting cluster 2 changes total score from -154581120.000000 to -154580800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (14674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Entering Unmasked Estep 
Score: -1755040.750000 Penalty: 2379.270508
	Iteration 0F: 2 clusters Score -1755041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1744360.625000 Penalty: 4758.541016
	Iteration 0F: 3 clusters Score -1744361 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1747848.000000 Penalty: 4758.541016
	Iteration 1F: 3 clusters Score -1747848 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1748324.250000 Penalty: 4758.541016
	Iteration 2F: 3 clusters Score -1748324 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1748828.625000 Penalty: 4758.541016
	Iteration 3F: 3 clusters Score -1748829 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1749459.375000 Penalty: 4758.541016
	Iteration 4F: 3 clusters Score -1749459 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1750162.125000 Penalty: 4758.541016
	Iteration 5F: 3 clusters Score -1750162 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1750801.250000 Penalty: 4758.541016
	Iteration 6F: 3 clusters Score -1750801 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1751396.875000 Penalty: 4758.541016
	Iteration 7F: 3 clusters Score -1751397 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1751944.625000 Penalty: 4758.541016
	Iteration 8Q: 3 clusters Score -1751945 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1752543.875000 Penalty: 4758.541016
	Iteration 9Q: 3 clusters Score -1752544 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1753025.375000 Penalty: 4758.541016
	Iteration 10Q: 3 clusters Score -1753025 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1753311.000000 Penalty: 4758.541016
	Iteration 11Q: 3 clusters Score -1753311 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1753463.375000 Penalty: 4758.541016
	Iteration 12Q: 3 clusters Score -1753463 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1753559.875000 Penalty: 4758.541016
	Iteration 13Q: 3 clusters Score -1753560 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1753615.375000 Penalty: 4758.541016
	Iteration 14Q: 3 clusters Score -1753615 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1753672.625000 Penalty: 4758.541016
	Iteration 15Q: 3 clusters Score -1753673 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1753723.125000 Penalty: 4758.541016
	Iteration 16Q: 3 clusters Score -1753723 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1753779.625000 Penalty: 4758.541016
	Iteration 17Q: 3 clusters Score -1753780 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1753832.125000 Penalty: 4758.541016
	Iteration 18Q: 3 clusters Score -1753832 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1753859.000000 Penalty: 4758.541016
	Iteration 19Q: 3 clusters Score -1753859 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1753886.250000 Penalty: 4758.541016
	Iteration 20F: 3 clusters Score -1753886 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1753914.125000 Penalty: 4758.541016
	Iteration 21Q: 3 clusters Score -1753914 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1753943.625000 Penalty: 4758.541016
	Iteration 22Q: 3 clusters Score -1753944 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1753963.750000 Penalty: 4758.541016
	Iteration 23Q: 3 clusters Score -1753964 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1753978.625000 Penalty: 4758.541016
	Iteration 24Q: 3 clusters Score -1753979 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1753989.125000 Penalty: 4758.541016
	Iteration 25Q: 3 clusters Score -1753989 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1754003.875000 Penalty: 4758.541016
	Iteration 26Q: 3 clusters Score -1754004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1754018.500000 Penalty: 4758.541016
	Iteration 27Q: 3 clusters Score -1754018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1754027.375000 Penalty: 4758.541016
	Iteration 28Q: 3 clusters Score -1754027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1754037.375000 Penalty: 4758.541016
	Iteration 29Q: 3 clusters Score -1754037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1754044.125000 Penalty: 4758.541016
	Iteration 30Q: 3 clusters Score -1754044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1754053.375000 Penalty: 4758.541016
	Iteration 31Q: 3 clusters Score -1754053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1754057.250000 Penalty: 4758.541016
	Iteration 32Q: 3 clusters Score -1754057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1754057.375000 Penalty: 4758.541016
	Iteration 33Q: 3 clusters Score -1754057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1754068.000000 Penalty: 4758.541016
	Iteration 34Q: 3 clusters Score -1754068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1754070.250000 Penalty: 4758.541016
	Iteration 35Q: 3 clusters Score -1754070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1754069.875000 Penalty: 4758.541016
	Iteration 36Q: 3 clusters Score -1754070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1754074.625000 Penalty: 4758.541016
	Iteration 37Q: 3 clusters Score -1754075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1754073.375000 Penalty: 4758.541016
	Iteration 38Q: 3 clusters Score -1754073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1754074.250000 Penalty: 4758.541016
	Iteration 39Q: 3 clusters Score -1754074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1754073.125000 Penalty: 4758.541016
	Iteration 40F: 3 clusters Score -1754073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1754072.125000 Penalty: 4758.541016
	Iteration 41Q: 3 clusters Score -1754072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1754072.125000 Penalty: 4758.541016
	Iteration 42F: 3 clusters Score -1754072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Entering Unmasked Estep 
Score: -466268.312500 Penalty: 2058.099365
	Iteration 0F: 2 clusters Score -466268.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -462354.500000 Penalty: 4116.198730
	Iteration 0F: 3 clusters Score -462354.5 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -463281.718750 Penalty: 4116.198730
	Iteration 1F: 3 clusters Score -463281.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -463462.437500 Penalty: 4116.198730
	Iteration 2F: 3 clusters Score -463462.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -463599.312500 Penalty: 4116.198730
	Iteration 3Q: 3 clusters Score -463599.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -463700.218750 Penalty: 4116.198730
	Iteration 4Q: 3 clusters Score -463700.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -463803.875000 Penalty: 4116.198730
	Iteration 5Q: 3 clusters Score -463803.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -463903.531250 Penalty: 4116.198730
	Iteration 6Q: 3 clusters Score -463903.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -463991.000000 Penalty: 4116.198730
	Iteration 7Q: 3 clusters Score -463991 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -464103.437500 Penalty: 4116.198730
	Iteration 8Q: 3 clusters Score -464103.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -464236.031250 Penalty: 4116.198730
	Iteration 9Q: 3 clusters Score -464236 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -464399.562500 Penalty: 4116.198730
	Iteration 10Q: 3 clusters Score -464399.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -464663.593750 Penalty: 4116.198730
	Iteration 11F: 3 clusters Score -464663.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -465040.375000 Penalty: 4116.198730
	Iteration 12F: 3 clusters Score -465040.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -465346.031250 Penalty: 4116.198730
	Iteration 13F: 3 clusters Score -465346 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -465610.843750 Penalty: 4116.198730
	Iteration 14F: 3 clusters Score -465610.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -465818.218750 Penalty: 4116.198730
	Iteration 15Q: 3 clusters Score -465818.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -465996.812500 Penalty: 4116.198730
	Iteration 16Q: 3 clusters Score -465996.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -466104.750000 Penalty: 4116.198730
	Iteration 17Q: 3 clusters Score -466104.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -466165.906250 Penalty: 4116.198730
	Iteration 18Q: 3 clusters Score -466165.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -466200.312500 Penalty: 4116.198730
	Iteration 19Q: 3 clusters Score -466200.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -466221.093750 Penalty: 4116.198730
	Iteration 20F: 3 clusters Score -466221.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -466233.250000 Penalty: 4116.198730
	Iteration 21Q: 3 clusters Score -466233.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -466236.750000 Penalty: 4116.198730
	Iteration 22Q: 3 clusters Score -466236.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -466240.656250 Penalty: 4116.198730
	Iteration 23Q: 3 clusters Score -466240.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -466241.812500 Penalty: 4116.198730
	Iteration 24Q: 3 clusters Score -466241.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -466243.656250 Penalty: 4116.198730
	Iteration 25Q: 3 clusters Score -466243.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -466245.187500 Penalty: 4116.198730
	Iteration 26Q: 3 clusters Score -466245.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -466245.812500 Penalty: 4116.198730
	Iteration 27Q: 3 clusters Score -466245.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -466246.187500 Penalty: 4116.198730
	Iteration 28Q: 3 clusters Score -466246.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -466246.187500 Penalty: 4116.198730
	Iteration 29F: 3 clusters Score -466246.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Entering Unmasked Estep 
Score: -908371.062500 Penalty: 2238.819580
	Iteration 0F: 2 clusters Score -908371.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -901768.562500 Penalty: 4477.639160
	Iteration 0F: 3 clusters Score -901768.6 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -903866.687500 Penalty: 4477.639160
	Iteration 1F: 3 clusters Score -903866.7 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -904287.062500 Penalty: 4477.639160
	Iteration 2F: 3 clusters Score -904287.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -904628.812500 Penalty: 4477.639160
	Iteration 3F: 3 clusters Score -904628.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -904912.500000 Penalty: 4477.639160
	Iteration 4F: 3 clusters Score -904912.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -905153.062500 Penalty: 4477.639160
	Iteration 5Q: 3 clusters Score -905153.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -905335.625000 Penalty: 4477.639160
	Iteration 6Q: 3 clusters Score -905335.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -905465.312500 Penalty: 4477.639160
	Iteration 7Q: 3 clusters Score -905465.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -905565.437500 Penalty: 4477.639160
	Iteration 8Q: 3 clusters Score -905565.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -905646.937500 Penalty: 4477.639160
	Iteration 9Q: 3 clusters Score -905646.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -905725.625000 Penalty: 4477.639160
	Iteration 10Q: 3 clusters Score -905725.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -905792.187500 Penalty: 4477.639160
	Iteration 11Q: 3 clusters Score -905792.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -905865.375000 Penalty: 4477.639160
	Iteration 12Q: 3 clusters Score -905865.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -905935.875000 Penalty: 4477.639160
	Iteration 13Q: 3 clusters Score -905935.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -906018.312500 Penalty: 4477.639160
	Iteration 14Q: 3 clusters Score -906018.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -906102.250000 Penalty: 4477.639160
	Iteration 15Q: 3 clusters Score -906102.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -906173.000000 Penalty: 4477.639160
	Iteration 16Q: 3 clusters Score -906173 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -906225.500000 Penalty: 4477.639160
	Iteration 17Q: 3 clusters Score -906225.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -906272.687500 Penalty: 4477.639160
	Iteration 18Q: 3 clusters Score -906272.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -906315.687500 Penalty: 4477.639160
	Iteration 19Q: 3 clusters Score -906315.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -906363.125000 Penalty: 4477.639160
	Iteration 20F: 3 clusters Score -906363.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -906398.562500 Penalty: 4477.639160
	Iteration 21Q: 3 clusters Score -906398.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -906427.062500 Penalty: 4477.639160
	Iteration 22Q: 3 clusters Score -906427.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -906450.875000 Penalty: 4477.639160
	Iteration 23Q: 3 clusters Score -906450.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -906469.875000 Penalty: 4477.639160
	Iteration 24Q: 3 clusters Score -906469.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -906493.250000 Penalty: 4477.639160
	Iteration 25Q: 3 clusters Score -906493.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -906516.875000 Penalty: 4477.639160
	Iteration 26Q: 3 clusters Score -906516.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -906538.812500 Penalty: 4477.639160
	Iteration 27Q: 3 clusters Score -906538.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -906553.812500 Penalty: 4477.639160
	Iteration 28Q: 3 clusters Score -906553.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -906568.250000 Penalty: 4477.639160
	Iteration 29Q: 3 clusters Score -906568.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -906576.812500 Penalty: 4477.639160
	Iteration 30Q: 3 clusters Score -906576.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -906580.812500 Penalty: 4477.639160
	Iteration 31Q: 3 clusters Score -906580.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -906585.062500 Penalty: 4477.639160
	Iteration 32Q: 3 clusters Score -906585.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -906586.437500 Penalty: 4477.639160
	Iteration 33Q: 3 clusters Score -906586.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -906587.000000 Penalty: 4477.639160
	Iteration 34Q: 3 clusters Score -906587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -906589.312500 Penalty: 4477.639160
	Iteration 35Q: 3 clusters Score -906589.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -906591.500000 Penalty: 4477.639160
	Iteration 36Q: 3 clusters Score -906591.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -906591.875000 Penalty: 4477.639160
	Iteration 37Q: 3 clusters Score -906591.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -906593.812500 Penalty: 4477.639160
	Iteration 38Q: 3 clusters Score -906593.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -906595.062500 Penalty: 4477.639160
	Iteration 39Q: 3 clusters Score -906595.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -906599.062500 Penalty: 4477.639160
	Iteration 40F: 3 clusters Score -906599.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -906600.875000 Penalty: 4477.639160
	Iteration 41Q: 3 clusters Score -906600.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -906604.437500 Penalty: 4477.639160
	Iteration 42Q: 3 clusters Score -906604.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -906607.187500 Penalty: 4477.639160
	Iteration 43Q: 3 clusters Score -906607.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -906612.125000 Penalty: 4477.639160
	Iteration 44Q: 3 clusters Score -906612.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -906613.000000 Penalty: 4477.639160
	Iteration 45Q: 3 clusters Score -906613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -906616.437500 Penalty: 4477.639160
	Iteration 46Q: 3 clusters Score -906616.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -906622.125000 Penalty: 4477.639160
	Iteration 47Q: 3 clusters Score -906622.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -906628.812500 Penalty: 4477.639160
	Iteration 48Q: 3 clusters Score -906628.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -906635.562500 Penalty: 4477.639160
	Iteration 49Q: 3 clusters Score -906635.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -906639.062500 Penalty: 4477.639160
	Iteration 50Q: 3 clusters Score -906639.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -906643.812500 Penalty: 4477.639160
	Iteration 51Q: 3 clusters Score -906643.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -906647.437500 Penalty: 4477.639160
	Iteration 52Q: 3 clusters Score -906647.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -906652.750000 Penalty: 4477.639160
	Iteration 53Q: 3 clusters Score -906652.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -906662.875000 Penalty: 4477.639160
	Iteration 54Q: 3 clusters Score -906662.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -906674.187500 Penalty: 4477.639160
	Iteration 55Q: 3 clusters Score -906674.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -906683.625000 Penalty: 4477.639160
	Iteration 56Q: 3 clusters Score -906683.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -906687.062500 Penalty: 4477.639160
	Iteration 57Q: 3 clusters Score -906687.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -906689.375000 Penalty: 4477.639160
	Iteration 58Q: 3 clusters Score -906689.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -906695.812500 Penalty: 4477.639160
	Iteration 59Q: 3 clusters Score -906695.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -906697.875000 Penalty: 4477.639160
	Iteration 60F: 3 clusters Score -906697.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -906700.375000 Penalty: 4477.639160
	Iteration 61Q: 3 clusters Score -906700.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -906703.437500 Penalty: 4477.639160
	Iteration 62Q: 3 clusters Score -906703.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -906703.625000 Penalty: 4477.639160
	Iteration 63Q: 3 clusters Score -906703.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -906706.625000 Penalty: 4477.639160
	Iteration 64Q: 3 clusters Score -906706.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -906710.750000 Penalty: 4477.639160
	Iteration 65Q: 3 clusters Score -906710.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -906717.250000 Penalty: 4477.639160
	Iteration 66Q: 3 clusters Score -906717.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -906715.812500 Penalty: 4477.639160
	Iteration 67Q: 3 clusters Score -906715.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -906718.562500 Penalty: 4477.639160
	Iteration 68Q: 3 clusters Score -906718.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -906719.562500 Penalty: 4477.639160
	Iteration 69Q: 3 clusters Score -906719.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -906719.937500 Penalty: 4477.639160
	Iteration 70Q: 3 clusters Score -906719.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -906721.062500 Penalty: 4477.639160
	Iteration 71Q: 3 clusters Score -906721.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -906720.375000 Penalty: 4477.639160
	Iteration 72Q: 3 clusters Score -906720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -906722.000000 Penalty: 4477.639160
	Iteration 73Q: 3 clusters Score -906722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -906722.000000 Penalty: 4477.639160
	Iteration 74F: 3 clusters Score -906722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Entering Unmasked Estep 
Score: -291755.718750 Penalty: 1949.421631
	Iteration 0F: 2 clusters Score -291755.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -288772.531250 Penalty: 3898.843262
	Iteration 0F: 3 clusters Score -288772.5 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -289427.750000 Penalty: 3898.843262
	Iteration 1F: 3 clusters Score -289427.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -289637.406250 Penalty: 3898.843262
	Iteration 2F: 3 clusters Score -289637.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -289764.593750 Penalty: 3898.843262
	Iteration 3F: 3 clusters Score -289764.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -289863.593750 Penalty: 3898.843262
	Iteration 4Q: 3 clusters Score -289863.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -289930.781250 Penalty: 3898.843262
	Iteration 5Q: 3 clusters Score -289930.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -289983.312500 Penalty: 3898.843262
	Iteration 6Q: 3 clusters Score -289983.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -290021.843750 Penalty: 3898.843262
	Iteration 7Q: 3 clusters Score -290021.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -290061.187500 Penalty: 3898.843262
	Iteration 8Q: 3 clusters Score -290061.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -290089.031250 Penalty: 3898.843262
	Iteration 9Q: 3 clusters Score -290089 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -290114.750000 Penalty: 3898.843262
	Iteration 10Q: 3 clusters Score -290114.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -290134.906250 Penalty: 3898.843262
	Iteration 11Q: 3 clusters Score -290134.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -290161.062500 Penalty: 3898.843262
	Iteration 12Q: 3 clusters Score -290161.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -290191.968750 Penalty: 3898.843262
	Iteration 13Q: 3 clusters Score -290192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -290207.750000 Penalty: 3898.843262
	Iteration 14Q: 3 clusters Score -290207.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -290215.468750 Penalty: 3898.843262
	Iteration 15Q: 3 clusters Score -290215.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -290221.625000 Penalty: 3898.843262
	Iteration 16Q: 3 clusters Score -290221.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -290227.937500 Penalty: 3898.843262
	Iteration 17Q: 3 clusters Score -290227.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -290233.718750 Penalty: 3898.843262
	Iteration 18Q: 3 clusters Score -290233.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -290241.125000 Penalty: 3898.843262
	Iteration 19Q: 3 clusters Score -290241.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -290245.781250 Penalty: 3898.843262
	Iteration 20F: 3 clusters Score -290245.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -290247.406250 Penalty: 3898.843262
	Iteration 21Q: 3 clusters Score -290247.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -290249.031250 Penalty: 3898.843262
	Iteration 22Q: 3 clusters Score -290249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -290249.656250 Penalty: 3898.843262
	Iteration 23Q: 3 clusters Score -290249.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -290249.343750 Penalty: 3898.843262
	Iteration 24Q: 3 clusters Score -290249.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -290249.875000 Penalty: 3898.843262
	Iteration 25Q: 3 clusters Score -290249.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -290249.875000 Penalty: 3898.843262
	Iteration 26F: 3 clusters Score -290249.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (196138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196138 members 
Entering Unmasked Estep 
Score: -24514844.000000 Penalty: 3022.270264
	Iteration 0F: 2 clusters Score -2.451484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97782 members 
Mstep: Class 2 contains 98356 members 
Entering Unmasked Estep 
Score: -24389084.000000 Penalty: 6044.540527
	Iteration 0F: 3 clusters Score -2.438908e+07 nChanged 94334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93606 members 
Mstep: Class 2 contains 102532 members 
Entering Unmasked Estep 
Score: -24443740.000000 Penalty: 6044.540527
	Iteration 1F: 3 clusters Score -2.444374e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91033 members 
Mstep: Class 2 contains 105105 members 
Entering Unmasked Estep 
Score: -24445004.000000 Penalty: 6044.540527
	Iteration 2Q: 3 clusters Score -2.4445e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87121 members 
Mstep: Class 2 contains 109017 members 
Entering Unmasked Estep 
Score: -24447020.000000 Penalty: 6044.540527
	Iteration 3Q: 3 clusters Score -2.444702e+07 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81219 members 
Mstep: Class 2 contains 114919 members 
Entering Unmasked Estep 
Score: -24449836.000000 Penalty: 6044.540527
	Iteration 4Q: 3 clusters Score -2.444984e+07 nChanged 9988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72383 members 
Mstep: Class 2 contains 123755 members 
Entering Unmasked Estep 
Score: -24454836.000000 Penalty: 6044.540527
	Iteration 5F: 3 clusters Score -2.445484e+07 nChanged 12895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Mstep: Class 2 contains 135924 members 
Entering Unmasked Estep 
Score: -24463004.000000 Penalty: 6044.540527
	Iteration 6F: 3 clusters Score -2.4463e+07 nChanged 15633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 151323 members 
Entering Unmasked Estep 
Score: -24475546.000000 Penalty: 6044.540527
	Iteration 7F: 3 clusters Score -2.447555e+07 nChanged 16322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 167581 members 
Entering Unmasked Estep 
Score: -24490060.000000 Penalty: 6044.540527
	Iteration 8F: 3 clusters Score -2.449006e+07 nChanged 13485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 181022 members 
Entering Unmasked Estep 
Score: -24501366.000000 Penalty: 6044.540527
	Iteration 9F: 3 clusters Score -2.450137e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 188567 members 
Entering Unmasked Estep 
Score: -24507726.000000 Penalty: 6044.540527
	Iteration 10Q: 3 clusters Score -2.450773e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 192006 members 
Entering Unmasked Estep 
Score: -24510640.000000 Penalty: 6044.540527
	Iteration 11Q: 3 clusters Score -2.451064e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 193386 members 
Entering Unmasked Estep 
Score: -24512016.000000 Penalty: 6044.540527
	Iteration 12Q: 3 clusters Score -2.451202e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 193955 members 
Entering Unmasked Estep 
Score: -24512530.000000 Penalty: 6044.540527
	Iteration 13Q: 3 clusters Score -2.451253e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 194167 members 
Entering Unmasked Estep 
Score: -24512840.000000 Penalty: 6044.540527
	Iteration 14Q: 3 clusters Score -2.451284e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 194269 members 
Entering Unmasked Estep 
Score: -24513068.000000 Penalty: 6044.540527
	Iteration 15Q: 3 clusters Score -2.451307e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 194336 members 
Entering Unmasked Estep 
Score: -24513282.000000 Penalty: 6044.540527
	Iteration 16Q: 3 clusters Score -2.451328e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 194371 members 
Entering Unmasked Estep 
Score: -24513382.000000 Penalty: 6044.540527
	Iteration 17Q: 3 clusters Score -2.451338e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 194366 members 
Entering Unmasked Estep 
Score: -24513434.000000 Penalty: 6044.540527
	Iteration 18Q: 3 clusters Score -2.451343e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 194344 members 
Entering Unmasked Estep 
Score: -24513554.000000 Penalty: 6044.540527
	Iteration 19Q: 3 clusters Score -2.451355e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 194327 members 
Entering Unmasked Estep 
Score: -24513622.000000 Penalty: 6044.540527
	Iteration 20F: 3 clusters Score -2.451362e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 194285 members 
Entering Unmasked Estep 
Score: -24513672.000000 Penalty: 6044.540527
	Iteration 21Q: 3 clusters Score -2.451367e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 194244 members 
Entering Unmasked Estep 
Score: -24513692.000000 Penalty: 6044.540527
	Iteration 22Q: 3 clusters Score -2.451369e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 194216 members 
Entering Unmasked Estep 
Score: -24513720.000000 Penalty: 6044.540527
	Iteration 23Q: 3 clusters Score -2.451372e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 194208 members 
Entering Unmasked Estep 
Score: -24513714.000000 Penalty: 6044.540527
	Iteration 24Q: 3 clusters Score -2.451371e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 194196 members 
Entering Unmasked Estep 
Score: -24513706.000000 Penalty: 6044.540527
	Iteration 25Q: 3 clusters Score -2.451371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 194189 members 
Entering Unmasked Estep 
Score: -24513740.000000 Penalty: 6044.540527
	Iteration 26Q: 3 clusters Score -2.451374e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 194186 members 
Entering Unmasked Estep 
Score: -24513760.000000 Penalty: 6044.540527
	Iteration 27Q: 3 clusters Score -2.451376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 194184 members 
Entering Unmasked Estep 
Score: -24513790.000000 Penalty: 6044.540527
	Iteration 28Q: 3 clusters Score -2.451379e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 194180 members 
Entering Unmasked Estep 
Score: -24513792.000000 Penalty: 6044.540527
	Iteration 29Q: 3 clusters Score -2.451379e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 194178 members 
Entering Unmasked Estep 
Score: -24513788.000000 Penalty: 6044.540527
	Iteration 30Q: 3 clusters Score -2.451379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 194175 members 
Entering Unmasked Estep 
Score: -24513806.000000 Penalty: 6044.540527
	Iteration 31Q: 3 clusters Score -2.451381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 194168 members 
Entering Unmasked Estep 
Score: -24513824.000000 Penalty: 6044.540527
	Iteration 32Q: 3 clusters Score -2.451382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 194168 members 
Entering Unmasked Estep 
Score: -24513810.000000 Penalty: 6044.540527
	Iteration 33Q: 3 clusters Score -2.451381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 194166 members 
Entering Unmasked Estep 
Score: -24513814.000000 Penalty: 6044.540527
	Iteration 34Q: 3 clusters Score -2.451381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 194168 members 
Entering Unmasked Estep 
Score: -24513794.000000 Penalty: 6044.540527
	Iteration 35Q: 3 clusters Score -2.451379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 194165 members 
Entering Unmasked Estep 
Score: -24513800.000000 Penalty: 6044.540527
	Iteration 36Q: 3 clusters Score -2.45138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 194164 members 
Entering Unmasked Estep 
Score: -24513792.000000 Penalty: 6044.540527
	Iteration 37Q: 3 clusters Score -2.451379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 194163 members 
Entering Unmasked Estep 
Score: -24513802.000000 Penalty: 6044.540527
	Iteration 38Q: 3 clusters Score -2.45138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 194162 members 
Entering Unmasked Estep 
Score: -24513812.000000 Penalty: 6044.540527
	Iteration 39Q: 3 clusters Score -2.451381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 194163 members 
Entering Unmasked Estep 
Score: -24513804.000000 Penalty: 6044.540527
	Iteration 40F: 3 clusters Score -2.45138e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Entering Unmasked Estep 
Score: -138599.500000 Penalty: 1762.641602
	Iteration 0F: 2 clusters Score -138599.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -136461.171875 Penalty: 3525.283203
	Iteration 0F: 3 clusters Score -136461.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -136899.906250 Penalty: 3525.283203
	Iteration 1F: 3 clusters Score -136899.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -137217.125000 Penalty: 3525.283203
	Iteration 2F: 3 clusters Score -137217.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -137675.312500 Penalty: 3525.283203
	Iteration 3F: 3 clusters Score -137675.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -138350.046875 Penalty: 3525.283203
	Iteration 4F: 3 clusters Score -138350 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -138741.671875 Penalty: 3525.283203
	Iteration 5F: 3 clusters Score -138741.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -138963.062500 Penalty: 3525.283203
	Iteration 6Q: 3 clusters Score -138963.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -139074.843750 Penalty: 3525.283203
	Iteration 7Q: 3 clusters Score -139074.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -139117.031250 Penalty: 3525.283203
	Iteration 8Q: 3 clusters Score -139117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -139131.718750 Penalty: 3525.283203
	Iteration 9Q: 3 clusters Score -139131.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -139133.218750 Penalty: 3525.283203
	Iteration 10Q: 3 clusters Score -139133.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -139134.968750 Penalty: 3525.283203
	Iteration 11Q: 3 clusters Score -139135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -139134.968750 Penalty: 3525.283203
	Iteration 12F: 3 clusters Score -139135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196138 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 41470 members 
Mstep: Class 10 contains 279248 members 
Mstep: Class 11 contains 59446 members 
Mstep: Class 12 contains 295490 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92979 members 
Mstep: Class 24 contains 78085 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 426 members 
Entering Unmasked Estep 
Score: -154579824.000000 Penalty: 90644.539062
Splitting cluster 8 changes total score from -154581120.000000 to -154579824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Entering Unmasked Estep 
Score: -5173436.000000 Penalty: 2636.916016
	Iteration 0F: 2 clusters Score -5173436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -5145409.500000 Penalty: 5273.832031
	Iteration 0F: 3 clusters Score -5145410 nChanged 18977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -5155655.000000 Penalty: 5273.832031
	Iteration 1F: 3 clusters Score -5155655 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -5156176.500000 Penalty: 5273.832031
	Iteration 2Q: 3 clusters Score -5156176 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -5156624.000000 Penalty: 5273.832031
	Iteration 3Q: 3 clusters Score -5156624 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -5157072.000000 Penalty: 5273.832031
	Iteration 4Q: 3 clusters Score -5157072 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -5157551.500000 Penalty: 5273.832031
	Iteration 5Q: 3 clusters Score -5157552 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -5158180.000000 Penalty: 5273.832031
	Iteration 6Q: 3 clusters Score -5158180 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -5159007.000000 Penalty: 5273.832031
	Iteration 7Q: 3 clusters Score -5159007 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -5160113.000000 Penalty: 5273.832031
	Iteration 8F: 3 clusters Score -5160113 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -5161397.500000 Penalty: 5273.832031
	Iteration 9F: 3 clusters Score -5161398 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -5163099.000000 Penalty: 5273.832031
	Iteration 10F: 3 clusters Score -5163099 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -5164941.500000 Penalty: 5273.832031
	Iteration 11F: 3 clusters Score -5164942 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -5166691.500000 Penalty: 5273.832031
	Iteration 12F: 3 clusters Score -5166692 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -5168149.000000 Penalty: 5273.832031
	Iteration 13Q: 3 clusters Score -5168149 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -5169165.500000 Penalty: 5273.832031
	Iteration 14Q: 3 clusters Score -5169166 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -5169878.500000 Penalty: 5273.832031
	Iteration 15Q: 3 clusters Score -5169878 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -5170331.500000 Penalty: 5273.832031
	Iteration 16Q: 3 clusters Score -5170332 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5170576.500000 Penalty: 5273.832031
	Iteration 17Q: 3 clusters Score -5170576 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5170760.500000 Penalty: 5273.832031
	Iteration 18Q: 3 clusters Score -5170760 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5170855.500000 Penalty: 5273.832031
	Iteration 19Q: 3 clusters Score -5170856 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5170967.500000 Penalty: 5273.832031
	Iteration 20F: 3 clusters Score -5170968 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5171027.000000 Penalty: 5273.832031
	Iteration 21Q: 3 clusters Score -5171027 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5171107.500000 Penalty: 5273.832031
	Iteration 22Q: 3 clusters Score -5171108 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5171144.500000 Penalty: 5273.832031
	Iteration 23Q: 3 clusters Score -5171144 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5171169.500000 Penalty: 5273.832031
	Iteration 24Q: 3 clusters Score -5171170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5171184.000000 Penalty: 5273.832031
	Iteration 25Q: 3 clusters Score -5171184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5171194.500000 Penalty: 5273.832031
	Iteration 26Q: 3 clusters Score -5171194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5171213.500000 Penalty: 5273.832031
	Iteration 27Q: 3 clusters Score -5171214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5171214.000000 Penalty: 5273.832031
	Iteration 28Q: 3 clusters Score -5171214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5171226.000000 Penalty: 5273.832031
	Iteration 29Q: 3 clusters Score -5171226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5171232.000000 Penalty: 5273.832031
	Iteration 30Q: 3 clusters Score -5171232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5171247.000000 Penalty: 5273.832031
	Iteration 31Q: 3 clusters Score -5171247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5171249.500000 Penalty: 5273.832031
	Iteration 32Q: 3 clusters Score -5171250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5171259.000000 Penalty: 5273.832031
	Iteration 33Q: 3 clusters Score -5171259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5171258.500000 Penalty: 5273.832031
	Iteration 34Q: 3 clusters Score -5171258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5171267.000000 Penalty: 5273.832031
	Iteration 35Q: 3 clusters Score -5171267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5171273.500000 Penalty: 5273.832031
	Iteration 36Q: 3 clusters Score -5171274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5171275.000000 Penalty: 5273.832031
	Iteration 37Q: 3 clusters Score -5171275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5171269.000000 Penalty: 5273.832031
	Iteration 38Q: 3 clusters Score -5171269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5171273.000000 Penalty: 5273.832031
	Iteration 39Q: 3 clusters Score -5171273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5171286.500000 Penalty: 5273.832031
	Iteration 40F: 3 clusters Score -5171286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5171293.500000 Penalty: 5273.832031
	Iteration 41Q: 3 clusters Score -5171294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5171291.000000 Penalty: 5273.832031
	Iteration 42Q: 3 clusters Score -5171291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5171291.000000 Penalty: 5273.832031
	Iteration 43Q: 3 clusters Score -5171291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5171294.000000 Penalty: 5273.832031
	Iteration 44Q: 3 clusters Score -5171294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5171294.000000 Penalty: 5273.832031
	Iteration 45F: 3 clusters Score -5171294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (279248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279248 members 
Entering Unmasked Estep 
Score: -34623320.000000 Penalty: 3109.884277
	Iteration 0F: 2 clusters Score -3.462332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140316 members 
Mstep: Class 2 contains 138932 members 
Entering Unmasked Estep 
Score: -34449640.000000 Penalty: 6219.768555
	Iteration 0F: 3 clusters Score -3.444964e+07 nChanged 134812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150956 members 
Mstep: Class 2 contains 128292 members 
Entering Unmasked Estep 
Score: -34529740.000000 Penalty: 6219.768555
	Iteration 1F: 3 clusters Score -3.452974e+07 nChanged 10493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158439 members 
Mstep: Class 2 contains 120809 members 
Entering Unmasked Estep 
Score: -34533648.000000 Penalty: 6219.768555
	Iteration 2Q: 3 clusters Score -3.453365e+07 nChanged 14732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170395 members 
Mstep: Class 2 contains 108853 members 
Entering Unmasked Estep 
Score: -34541144.000000 Penalty: 6219.768555
	Iteration 3F: 3 clusters Score -3.454114e+07 nChanged 20641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188608 members 
Mstep: Class 2 contains 90640 members 
Entering Unmasked Estep 
Score: -34554804.000000 Penalty: 6219.768555
	Iteration 4F: 3 clusters Score -3.45548e+07 nChanged 26157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213481 members 
Mstep: Class 2 contains 65767 members 
Entering Unmasked Estep 
Score: -34574392.000000 Penalty: 6219.768555
	Iteration 5F: 3 clusters Score -3.457439e+07 nChanged 27158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240311 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -34596232.000000 Penalty: 6219.768555
	Iteration 6F: 3 clusters Score -3.459623e+07 nChanged 20520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260811 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -34611816.000000 Penalty: 6219.768555
	Iteration 7F: 3 clusters Score -3.461182e+07 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271408 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -34618684.000000 Penalty: 6219.768555
	Iteration 8Q: 3 clusters Score -3.461868e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275646 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -34620692.000000 Penalty: 6219.768555
	Iteration 9Q: 3 clusters Score -3.462069e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277165 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -34621304.000000 Penalty: 6219.768555
	Iteration 10Q: 3 clusters Score -3.46213e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277772 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -34621504.000000 Penalty: 6219.768555
	Iteration 11Q: 3 clusters Score -3.46215e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278041 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -34621540.000000 Penalty: 6219.768555
	Iteration 12Q: 3 clusters Score -3.462154e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278187 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -34621592.000000 Penalty: 6219.768555
	Iteration 13Q: 3 clusters Score -3.462159e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278265 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -34621656.000000 Penalty: 6219.768555
	Iteration 14Q: 3 clusters Score -3.462166e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278314 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -34621648.000000 Penalty: 6219.768555
	Iteration 15Q: 3 clusters Score -3.462165e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278348 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -34621688.000000 Penalty: 6219.768555
	Iteration 16Q: 3 clusters Score -3.462169e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278373 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -34621684.000000 Penalty: 6219.768555
	Iteration 17Q: 3 clusters Score -3.462168e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278390 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -34621656.000000 Penalty: 6219.768555
	Iteration 18Q: 3 clusters Score -3.462166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278399 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -34621684.000000 Penalty: 6219.768555
	Iteration 19Q: 3 clusters Score -3.462168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278407 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -34621664.000000 Penalty: 6219.768555
	Iteration 20F: 3 clusters Score -3.462166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278415 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -34621660.000000 Penalty: 6219.768555
	Iteration 21Q: 3 clusters Score -3.462166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278421 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -34621656.000000 Penalty: 6219.768555
	Iteration 22Q: 3 clusters Score -3.462166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278429 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -34621644.000000 Penalty: 6219.768555
	Iteration 23Q: 3 clusters Score -3.462164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278435 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -34621652.000000 Penalty: 6219.768555
	Iteration 24Q: 3 clusters Score -3.462165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278440 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -34621644.000000 Penalty: 6219.768555
	Iteration 25Q: 3 clusters Score -3.462164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278445 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -34621624.000000 Penalty: 6219.768555
	Iteration 26Q: 3 clusters Score -3.462162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278453 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -34621624.000000 Penalty: 6219.768555
	Iteration 27Q: 3 clusters Score -3.462162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278459 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -34621624.000000 Penalty: 6219.768555
	Iteration 28Q: 3 clusters Score -3.462162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278461 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -34621616.000000 Penalty: 6219.768555
	Iteration 29Q: 3 clusters Score -3.462162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278464 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -34621636.000000 Penalty: 6219.768555
	Iteration 30Q: 3 clusters Score -3.462164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278465 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -34621648.000000 Penalty: 6219.768555
	Iteration 31Q: 3 clusters Score -3.462165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278465 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -34621648.000000 Penalty: 6219.768555
	Iteration 32F: 3 clusters Score -3.462165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Entering Unmasked Estep 
Score: -7467253.000000 Penalty: 2726.220215
	Iteration 0F: 2 clusters Score -7467253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -7427252.000000 Penalty: 5452.440430
	Iteration 0F: 3 clusters Score -7427252 nChanged 27576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -7442664.000000 Penalty: 5452.440430
	Iteration 1F: 3 clusters Score -7442664 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -7443083.500000 Penalty: 5452.440430
	Iteration 2Q: 3 clusters Score -7443084 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -7443529.500000 Penalty: 5452.440430
	Iteration 3Q: 3 clusters Score -7443530 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -7443981.500000 Penalty: 5452.440430
	Iteration 4Q: 3 clusters Score -7443982 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -7444559.500000 Penalty: 5452.440430
	Iteration 5Q: 3 clusters Score -7444560 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -7445344.000000 Penalty: 5452.440430
	Iteration 6Q: 3 clusters Score -7445344 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -7446537.000000 Penalty: 5452.440430
	Iteration 7Q: 3 clusters Score -7446537 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -7448535.500000 Penalty: 5452.440430
	Iteration 8F: 3 clusters Score -7448536 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -7451591.000000 Penalty: 5452.440430
	Iteration 9F: 3 clusters Score -7451591 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -7455520.500000 Penalty: 5452.440430
	Iteration 10F: 3 clusters Score -7455520 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -7459277.500000 Penalty: 5452.440430
	Iteration 11F: 3 clusters Score -7459278 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -7462078.000000 Penalty: 5452.440430
	Iteration 12Q: 3 clusters Score -7462078 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -7463585.000000 Penalty: 5452.440430
	Iteration 13Q: 3 clusters Score -7463585 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -7464308.000000 Penalty: 5452.440430
	Iteration 14Q: 3 clusters Score -7464308 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -7464639.500000 Penalty: 5452.440430
	Iteration 15Q: 3 clusters Score -7464640 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -7464826.500000 Penalty: 5452.440430
	Iteration 16Q: 3 clusters Score -7464826 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55319 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -7464933.500000 Penalty: 5452.440430
	Iteration 17Q: 3 clusters Score -7464934 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -7465025.000000 Penalty: 5452.440430
	Iteration 18Q: 3 clusters Score -7465025 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55810 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -7465111.000000 Penalty: 5452.440430
	Iteration 19Q: 3 clusters Score -7465111 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56002 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -7465197.000000 Penalty: 5452.440430
	Iteration 20F: 3 clusters Score -7465197 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -7465243.000000 Penalty: 5452.440430
	Iteration 21Q: 3 clusters Score -7465243 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -7465249.500000 Penalty: 5452.440430
	Iteration 22Q: 3 clusters Score -7465250 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -7465291.000000 Penalty: 5452.440430
	Iteration 23Q: 3 clusters Score -7465291 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56399 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -7465299.000000 Penalty: 5452.440430
	Iteration 24Q: 3 clusters Score -7465299 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56483 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -7465336.000000 Penalty: 5452.440430
	Iteration 25Q: 3 clusters Score -7465336 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -7465342.500000 Penalty: 5452.440430
	Iteration 26Q: 3 clusters Score -7465342 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56644 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -7465382.500000 Penalty: 5452.440430
	Iteration 27Q: 3 clusters Score -7465382 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -7465397.500000 Penalty: 5452.440430
	Iteration 28Q: 3 clusters Score -7465398 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56774 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -7465409.500000 Penalty: 5452.440430
	Iteration 29Q: 3 clusters Score -7465410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56823 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -7465430.500000 Penalty: 5452.440430
	Iteration 30Q: 3 clusters Score -7465430 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -7465440.500000 Penalty: 5452.440430
	Iteration 31Q: 3 clusters Score -7465440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -7465442.000000 Penalty: 5452.440430
	Iteration 32Q: 3 clusters Score -7465442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56921 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -7465446.000000 Penalty: 5452.440430
	Iteration 33Q: 3 clusters Score -7465446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -7465464.500000 Penalty: 5452.440430
	Iteration 34Q: 3 clusters Score -7465464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -7465460.000000 Penalty: 5452.440430
	Iteration 35Q: 3 clusters Score -7465460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56975 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -7465455.500000 Penalty: 5452.440430
	Iteration 36Q: 3 clusters Score -7465456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -7465467.500000 Penalty: 5452.440430
	Iteration 37Q: 3 clusters Score -7465468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -7465471.000000 Penalty: 5452.440430
	Iteration 38Q: 3 clusters Score -7465471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57022 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -7465471.000000 Penalty: 5452.440430
	Iteration 39Q: 3 clusters Score -7465471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57035 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -7465480.000000 Penalty: 5452.440430
	Iteration 40F: 3 clusters Score -7465480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57050 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -7465488.500000 Penalty: 5452.440430
	Iteration 41Q: 3 clusters Score -7465488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57064 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -7465478.000000 Penalty: 5452.440430
	Iteration 42Q: 3 clusters Score -7465478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57073 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -7465479.500000 Penalty: 5452.440430
	Iteration 43Q: 3 clusters Score -7465480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57079 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -7465487.500000 Penalty: 5452.440430
	Iteration 44Q: 3 clusters Score -7465488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57087 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -7465482.000000 Penalty: 5452.440430
	Iteration 45Q: 3 clusters Score -7465482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -7465487.000000 Penalty: 5452.440430
	Iteration 46Q: 3 clusters Score -7465487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -7465485.500000 Penalty: 5452.440430
	Iteration 47Q: 3 clusters Score -7465486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7465497.000000 Penalty: 5452.440430
	Iteration 48Q: 3 clusters Score -7465497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7465502.000000 Penalty: 5452.440430
	Iteration 49Q: 3 clusters Score -7465502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -7465504.500000 Penalty: 5452.440430
	Iteration 50Q: 3 clusters Score -7465504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57139 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -7465497.500000 Penalty: 5452.440430
	Iteration 51Q: 3 clusters Score -7465498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57151 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -7465497.000000 Penalty: 5452.440430
	Iteration 52Q: 3 clusters Score -7465497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57159 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -7465505.500000 Penalty: 5452.440430
	Iteration 53Q: 3 clusters Score -7465506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57168 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -7465513.500000 Penalty: 5452.440430
	Iteration 54Q: 3 clusters Score -7465514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7465509.500000 Penalty: 5452.440430
	Iteration 55Q: 3 clusters Score -7465510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57182 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -7465518.000000 Penalty: 5452.440430
	Iteration 56Q: 3 clusters Score -7465518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57195 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -7465521.000000 Penalty: 5452.440430
	Iteration 57Q: 3 clusters Score -7465521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57205 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7465518.000000 Penalty: 5452.440430
	Iteration 58Q: 3 clusters Score -7465518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57214 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -7465520.500000 Penalty: 5452.440430
	Iteration 59Q: 3 clusters Score -7465520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57228 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -7465526.500000 Penalty: 5452.440430
	Iteration 60F: 3 clusters Score -7465526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57246 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -7465523.000000 Penalty: 5452.440430
	Iteration 61Q: 3 clusters Score -7465523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -7465533.500000 Penalty: 5452.440430
	Iteration 62Q: 3 clusters Score -7465534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57274 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -7465526.500000 Penalty: 5452.440430
	Iteration 63Q: 3 clusters Score -7465526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7465540.500000 Penalty: 5452.440430
	Iteration 64Q: 3 clusters Score -7465540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57290 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -7465535.500000 Penalty: 5452.440430
	Iteration 65Q: 3 clusters Score -7465536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57299 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -7465542.500000 Penalty: 5452.440430
	Iteration 66Q: 3 clusters Score -7465542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -7465541.000000 Penalty: 5452.440430
	Iteration 67Q: 3 clusters Score -7465541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -7465543.500000 Penalty: 5452.440430
	Iteration 68Q: 3 clusters Score -7465544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -7465540.500000 Penalty: 5452.440430
	Iteration 69Q: 3 clusters Score -7465540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -7465547.500000 Penalty: 5452.440430
	Iteration 70Q: 3 clusters Score -7465548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57342 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -7465541.500000 Penalty: 5452.440430
	Iteration 71Q: 3 clusters Score -7465542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57347 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -7465548.000000 Penalty: 5452.440430
	Iteration 72Q: 3 clusters Score -7465548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57354 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -7465546.000000 Penalty: 5452.440430
	Iteration 73Q: 3 clusters Score -7465546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57361 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -7465553.000000 Penalty: 5452.440430
	Iteration 74Q: 3 clusters Score -7465553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7465554.000000 Penalty: 5452.440430
	Iteration 75Q: 3 clusters Score -7465554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57374 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -7465563.500000 Penalty: 5452.440430
	Iteration 76Q: 3 clusters Score -7465564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57379 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -7465555.000000 Penalty: 5452.440430
	Iteration 77Q: 3 clusters Score -7465555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57380 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -7465559.500000 Penalty: 5452.440430
	Iteration 78Q: 3 clusters Score -7465560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57381 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -7465559.500000 Penalty: 5452.440430
	Iteration 79Q: 3 clusters Score -7465560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -7465562.000000 Penalty: 5452.440430
	Iteration 80F: 3 clusters Score -7465562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57383 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -7465562.000000 Penalty: 5452.440430
	Iteration 81Q: 3 clusters Score -7465562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57384 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -7465558.000000 Penalty: 5452.440430
	Iteration 82Q: 3 clusters Score -7465558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -7465559.000000 Penalty: 5452.440430
	Iteration 83Q: 3 clusters Score -7465559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -7465559.000000 Penalty: 5452.440430
	Iteration 84F: 3 clusters Score -7465559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (295490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295490 members 
Entering Unmasked Estep 
Score: -36651464.000000 Penalty: 3123.904785
	Iteration 0F: 2 clusters Score -3.665146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147681 members 
Mstep: Class 2 contains 147809 members 
Entering Unmasked Estep 
Score: -36468128.000000 Penalty: 6247.809570
	Iteration 0F: 3 clusters Score -3.646813e+07 nChanged 142569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149106 members 
Mstep: Class 2 contains 146384 members 
Entering Unmasked Estep 
Score: -36553276.000000 Penalty: 6247.809570
	Iteration 1F: 3 clusters Score -3.655328e+07 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150672 members 
Mstep: Class 2 contains 144818 members 
Entering Unmasked Estep 
Score: -36555772.000000 Penalty: 6247.809570
	Iteration 2Q: 3 clusters Score -3.655577e+07 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153302 members 
Mstep: Class 2 contains 142188 members 
Entering Unmasked Estep 
Score: -36559904.000000 Penalty: 6247.809570
	Iteration 3Q: 3 clusters Score -3.65599e+07 nChanged 13737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157655 members 
Mstep: Class 2 contains 137835 members 
Entering Unmasked Estep 
Score: -36566632.000000 Penalty: 6247.809570
	Iteration 4Q: 3 clusters Score -3.656663e+07 nChanged 17954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164551 members 
Mstep: Class 2 contains 130939 members 
Entering Unmasked Estep 
Score: -36577608.000000 Penalty: 6247.809570
	Iteration 5F: 3 clusters Score -3.657761e+07 nChanged 21160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174759 members 
Mstep: Class 2 contains 120731 members 
Entering Unmasked Estep 
Score: -36592720.000000 Penalty: 6247.809570
	Iteration 6F: 3 clusters Score -3.659272e+07 nChanged 23096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188341 members 
Mstep: Class 2 contains 107149 members 
Entering Unmasked Estep 
Score: -36611440.000000 Penalty: 6247.809570
	Iteration 7F: 3 clusters Score -3.661144e+07 nChanged 21491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202618 members 
Mstep: Class 2 contains 92872 members 
Entering Unmasked Estep 
Score: -36630504.000000 Penalty: 6247.809570
	Iteration 8F: 3 clusters Score -3.66305e+07 nChanged 16280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214436 members 
Mstep: Class 2 contains 81054 members 
Entering Unmasked Estep 
Score: -36643488.000000 Penalty: 6247.809570
	Iteration 9F: 3 clusters Score -3.664349e+07 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223150 members 
Mstep: Class 2 contains 72340 members 
Entering Unmasked Estep 
Score: -36648436.000000 Penalty: 6247.809570
	Iteration 10Q: 3 clusters Score -3.664844e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231130 members 
Mstep: Class 2 contains 64360 members 
Entering Unmasked Estep 
Score: -36650568.000000 Penalty: 6247.809570
	Iteration 11Q: 3 clusters Score -3.665057e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238531 members 
Mstep: Class 2 contains 56959 members 
Entering Unmasked Estep 
Score: -36651896.000000 Penalty: 6247.809570
	Iteration 12Q: 3 clusters Score -3.66519e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245400 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -36652644.000000 Penalty: 6247.809570
	Iteration 13Q: 3 clusters Score -3.665264e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251739 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -36653516.000000 Penalty: 6247.809570
	Iteration 14Q: 3 clusters Score -3.665352e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257878 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -36653908.000000 Penalty: 6247.809570
	Iteration 15Q: 3 clusters Score -3.665391e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263753 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -36653880.000000 Penalty: 6247.809570
	Iteration 16Q: 3 clusters Score -3.665388e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269250 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -36653532.000000 Penalty: 6247.809570
	Iteration 17Q: 3 clusters Score -3.665353e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274226 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -36653200.000000 Penalty: 6247.809570
	Iteration 18Q: 3 clusters Score -3.66532e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278500 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -36653004.000000 Penalty: 6247.809570
	Iteration 19Q: 3 clusters Score -3.6653e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281860 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -36653176.000000 Penalty: 6247.809570
	Iteration 20F: 3 clusters Score -3.665318e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284925 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -36652784.000000 Penalty: 6247.809570
	Iteration 21Q: 3 clusters Score -3.665278e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287276 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -36652320.000000 Penalty: 6247.809570
	Iteration 22Q: 3 clusters Score -3.665232e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289066 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -36651808.000000 Penalty: 6247.809570
	Iteration 23Q: 3 clusters Score -3.665181e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290388 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -36651380.000000 Penalty: 6247.809570
	Iteration 24Q: 3 clusters Score -3.665138e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291332 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -36651080.000000 Penalty: 6247.809570
	Iteration 25Q: 3 clusters Score -3.665108e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292040 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -36650812.000000 Penalty: 6247.809570
	Iteration 26Q: 3 clusters Score -3.665081e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292576 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -36650592.000000 Penalty: 6247.809570
	Iteration 27Q: 3 clusters Score -3.665059e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293004 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -36650464.000000 Penalty: 6247.809570
	Iteration 28Q: 3 clusters Score -3.665046e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293306 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -36650336.000000 Penalty: 6247.809570
	Iteration 29Q: 3 clusters Score -3.665034e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293532 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -36650184.000000 Penalty: 6247.809570
	Iteration 30Q: 3 clusters Score -3.665018e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293712 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -36650080.000000 Penalty: 6247.809570
	Iteration 31Q: 3 clusters Score -3.665008e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293879 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -36650056.000000 Penalty: 6247.809570
	Iteration 32Q: 3 clusters Score -3.665006e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293989 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -36649960.000000 Penalty: 6247.809570
	Iteration 33Q: 3 clusters Score -3.664996e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294084 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -36649964.000000 Penalty: 6247.809570
	Iteration 34Q: 3 clusters Score -3.664996e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294155 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -36649960.000000 Penalty: 6247.809570
	Iteration 35Q: 3 clusters Score -3.664996e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294217 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -36649972.000000 Penalty: 6247.809570
	Iteration 36Q: 3 clusters Score -3.664997e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294264 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -36649968.000000 Penalty: 6247.809570
	Iteration 37Q: 3 clusters Score -3.664997e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294297 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -36649932.000000 Penalty: 6247.809570
	Iteration 38Q: 3 clusters Score -3.664993e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294323 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -36649924.000000 Penalty: 6247.809570
	Iteration 39Q: 3 clusters Score -3.664992e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294344 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -36649940.000000 Penalty: 6247.809570
	Iteration 40F: 3 clusters Score -3.664994e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294366 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -36649884.000000 Penalty: 6247.809570
	Iteration 41Q: 3 clusters Score -3.664988e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294383 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -36649896.000000 Penalty: 6247.809570
	Iteration 42Q: 3 clusters Score -3.66499e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294400 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -36649884.000000 Penalty: 6247.809570
	Iteration 43Q: 3 clusters Score -3.664988e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294415 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -36649884.000000 Penalty: 6247.809570
	Iteration 44Q: 3 clusters Score -3.664988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294425 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -36649916.000000 Penalty: 6247.809570
	Iteration 45Q: 3 clusters Score -3.664992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294435 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -36649896.000000 Penalty: 6247.809570
	Iteration 46Q: 3 clusters Score -3.66499e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294444 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -36649896.000000 Penalty: 6247.809570
	Iteration 47Q: 3 clusters Score -3.66499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294450 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -36649884.000000 Penalty: 6247.809570
	Iteration 48Q: 3 clusters Score -3.664988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294457 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -36649872.000000 Penalty: 6247.809570
	Iteration 49Q: 3 clusters Score -3.664987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294466 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -36649868.000000 Penalty: 6247.809570
	Iteration 50Q: 3 clusters Score -3.664987e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294477 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -36649892.000000 Penalty: 6247.809570
	Iteration 51Q: 3 clusters Score -3.664989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294481 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -36649888.000000 Penalty: 6247.809570
	Iteration 52Q: 3 clusters Score -3.664989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294486 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -36649880.000000 Penalty: 6247.809570
	Iteration 53Q: 3 clusters Score -3.664988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294492 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -36649900.000000 Penalty: 6247.809570
	Iteration 54Q: 3 clusters Score -3.66499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294493 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -36649884.000000 Penalty: 6247.809570
	Iteration 55Q: 3 clusters Score -3.664988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294493 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -36649884.000000 Penalty: 6247.809570
	Iteration 56F: 3 clusters Score -3.664988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Entering Unmasked Estep 
Score: -1242572.750000 Penalty: 2294.343994
	Iteration 0F: 2 clusters Score -1242573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1234639.500000 Penalty: 4588.687988
	Iteration 0F: 3 clusters Score -1234640 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1236951.125000 Penalty: 4588.687988
	Iteration 1F: 3 clusters Score -1236951 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1237325.000000 Penalty: 4588.687988
	Iteration 2F: 3 clusters Score -1237325 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1237618.750000 Penalty: 4588.687988
	Iteration 3F: 3 clusters Score -1237619 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1237830.000000 Penalty: 4588.687988
	Iteration 4Q: 3 clusters Score -1237830 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1237994.750000 Penalty: 4588.687988
	Iteration 5Q: 3 clusters Score -1237995 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1238143.125000 Penalty: 4588.687988
	Iteration 6Q: 3 clusters Score -1238143 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1238272.250000 Penalty: 4588.687988
	Iteration 7Q: 3 clusters Score -1238272 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1238392.375000 Penalty: 4588.687988
	Iteration 8Q: 3 clusters Score -1238392 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1238499.750000 Penalty: 4588.687988
	Iteration 9Q: 3 clusters Score -1238500 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1238592.250000 Penalty: 4588.687988
	Iteration 10Q: 3 clusters Score -1238592 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1238694.125000 Penalty: 4588.687988
	Iteration 11Q: 3 clusters Score -1238694 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1238809.250000 Penalty: 4588.687988
	Iteration 12Q: 3 clusters Score -1238809 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1238940.000000 Penalty: 4588.687988
	Iteration 13Q: 3 clusters Score -1238940 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1239073.625000 Penalty: 4588.687988
	Iteration 14Q: 3 clusters Score -1239074 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1239216.875000 Penalty: 4588.687988
	Iteration 15Q: 3 clusters Score -1239217 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1239370.750000 Penalty: 4588.687988
	Iteration 16Q: 3 clusters Score -1239371 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1239552.625000 Penalty: 4588.687988
	Iteration 17Q: 3 clusters Score -1239553 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1239757.125000 Penalty: 4588.687988
	Iteration 18Q: 3 clusters Score -1239757 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1239951.500000 Penalty: 4588.687988
	Iteration 19Q: 3 clusters Score -1239952 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1240107.875000 Penalty: 4588.687988
	Iteration 20F: 3 clusters Score -1240108 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1240265.875000 Penalty: 4588.687988
	Iteration 21Q: 3 clusters Score -1240266 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1240420.500000 Penalty: 4588.687988
	Iteration 22Q: 3 clusters Score -1240420 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1240538.250000 Penalty: 4588.687988
	Iteration 23Q: 3 clusters Score -1240538 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1240596.250000 Penalty: 4588.687988
	Iteration 24Q: 3 clusters Score -1240596 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1240639.000000 Penalty: 4588.687988
	Iteration 25Q: 3 clusters Score -1240639 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1240677.375000 Penalty: 4588.687988
	Iteration 26Q: 3 clusters Score -1240677 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1240705.250000 Penalty: 4588.687988
	Iteration 27Q: 3 clusters Score -1240705 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1240728.750000 Penalty: 4588.687988
	Iteration 28Q: 3 clusters Score -1240729 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1240749.125000 Penalty: 4588.687988
	Iteration 29Q: 3 clusters Score -1240749 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1240768.250000 Penalty: 4588.687988
	Iteration 30Q: 3 clusters Score -1240768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1240778.375000 Penalty: 4588.687988
	Iteration 31Q: 3 clusters Score -1240778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1240789.875000 Penalty: 4588.687988
	Iteration 32Q: 3 clusters Score -1240790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1240799.875000 Penalty: 4588.687988
	Iteration 33Q: 3 clusters Score -1240800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1240806.625000 Penalty: 4588.687988
	Iteration 34Q: 3 clusters Score -1240807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1240819.875000 Penalty: 4588.687988
	Iteration 35Q: 3 clusters Score -1240820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1240825.875000 Penalty: 4588.687988
	Iteration 36Q: 3 clusters Score -1240826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1240838.375000 Penalty: 4588.687988
	Iteration 37Q: 3 clusters Score -1240838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1240848.875000 Penalty: 4588.687988
	Iteration 38Q: 3 clusters Score -1240849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1240850.250000 Penalty: 4588.687988
	Iteration 39Q: 3 clusters Score -1240850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1240851.875000 Penalty: 4588.687988
	Iteration 40F: 3 clusters Score -1240852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1240855.875000 Penalty: 4588.687988
	Iteration 41Q: 3 clusters Score -1240856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1240856.750000 Penalty: 4588.687988
	Iteration 42Q: 3 clusters Score -1240857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1240857.000000 Penalty: 4588.687988
	Iteration 43Q: 3 clusters Score -1240857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1240857.000000 Penalty: 4588.687988
	Iteration 44F: 3 clusters Score -1240857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Entering Unmasked Estep 
Score: -3994970.250000 Penalty: 2569.247070
	Iteration 0F: 2 clusters Score -3994970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -3973432.500000 Penalty: 5138.494141
	Iteration 0F: 3 clusters Score -3973432 nChanged 14172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -3981362.500000 Penalty: 5138.494141
	Iteration 1F: 3 clusters Score -3981362 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -3981987.750000 Penalty: 5138.494141
	Iteration 2F: 3 clusters Score -3981988 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -3982660.750000 Penalty: 5138.494141
	Iteration 3Q: 3 clusters Score -3982661 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -3983419.250000 Penalty: 5138.494141
	Iteration 4F: 3 clusters Score -3983419 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -3984452.000000 Penalty: 5138.494141
	Iteration 5F: 3 clusters Score -3984452 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -3985946.000000 Penalty: 5138.494141
	Iteration 6F: 3 clusters Score -3985946 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3987844.500000 Penalty: 5138.494141
	Iteration 7F: 3 clusters Score -3987844 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -3989710.000000 Penalty: 5138.494141
	Iteration 8F: 3 clusters Score -3989710 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -3991201.000000 Penalty: 5138.494141
	Iteration 9Q: 3 clusters Score -3991201 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -3992032.750000 Penalty: 5138.494141
	Iteration 10Q: 3 clusters Score -3992033 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -3992414.000000 Penalty: 5138.494141
	Iteration 11Q: 3 clusters Score -3992414 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -3992642.000000 Penalty: 5138.494141
	Iteration 12Q: 3 clusters Score -3992642 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -3992750.000000 Penalty: 5138.494141
	Iteration 13Q: 3 clusters Score -3992750 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -3992812.500000 Penalty: 5138.494141
	Iteration 14Q: 3 clusters Score -3992812 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -3992888.000000 Penalty: 5138.494141
	Iteration 15Q: 3 clusters Score -3992888 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -3992932.500000 Penalty: 5138.494141
	Iteration 16Q: 3 clusters Score -3992932 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -3992960.000000 Penalty: 5138.494141
	Iteration 17Q: 3 clusters Score -3992960 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -3992977.750000 Penalty: 5138.494141
	Iteration 18Q: 3 clusters Score -3992978 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -3993002.250000 Penalty: 5138.494141
	Iteration 19Q: 3 clusters Score -3993002 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -3993017.500000 Penalty: 5138.494141
	Iteration 20F: 3 clusters Score -3993018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -3993030.750000 Penalty: 5138.494141
	Iteration 21Q: 3 clusters Score -3993031 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -3993042.000000 Penalty: 5138.494141
	Iteration 22Q: 3 clusters Score -3993042 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -3993054.250000 Penalty: 5138.494141
	Iteration 23Q: 3 clusters Score -3993054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -3993076.500000 Penalty: 5138.494141
	Iteration 24Q: 3 clusters Score -3993076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -3993080.500000 Penalty: 5138.494141
	Iteration 25Q: 3 clusters Score -3993080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -3993094.250000 Penalty: 5138.494141
	Iteration 26Q: 3 clusters Score -3993094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -3993098.250000 Penalty: 5138.494141
	Iteration 27Q: 3 clusters Score -3993098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -3993096.750000 Penalty: 5138.494141
	Iteration 28Q: 3 clusters Score -3993097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -3993104.500000 Penalty: 5138.494141
	Iteration 29Q: 3 clusters Score -3993104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -3993121.750000 Penalty: 5138.494141
	Iteration 30Q: 3 clusters Score -3993122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -3993123.000000 Penalty: 5138.494141
	Iteration 31Q: 3 clusters Score -3993123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -3993120.750000 Penalty: 5138.494141
	Iteration 32Q: 3 clusters Score -3993121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -3993125.000000 Penalty: 5138.494141
	Iteration 33Q: 3 clusters Score -3993125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -3993122.750000 Penalty: 5138.494141
	Iteration 34Q: 3 clusters Score -3993123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -3993130.500000 Penalty: 5138.494141
	Iteration 35Q: 3 clusters Score -3993130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -3993130.750000 Penalty: 5138.494141
	Iteration 36Q: 3 clusters Score -3993131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -3993133.250000 Penalty: 5138.494141
	Iteration 37Q: 3 clusters Score -3993133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -3993140.000000 Penalty: 5138.494141
	Iteration 38Q: 3 clusters Score -3993140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -3993143.250000 Penalty: 5138.494141
	Iteration 39Q: 3 clusters Score -3993143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -3993144.250000 Penalty: 5138.494141
	Iteration 40F: 3 clusters Score -3993144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -3993136.750000 Penalty: 5138.494141
	Iteration 41Q: 3 clusters Score -3993137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -3993143.250000 Penalty: 5138.494141
	Iteration 42Q: 3 clusters Score -3993143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -3993145.500000 Penalty: 5138.494141
	Iteration 43Q: 3 clusters Score -3993146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -3993145.500000 Penalty: 5138.494141
	Iteration 44Q: 3 clusters Score -3993146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -3993147.750000 Penalty: 5138.494141
	Iteration 45Q: 3 clusters Score -3993148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -3993151.750000 Penalty: 5138.494141
	Iteration 46Q: 3 clusters Score -3993152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -3993147.750000 Penalty: 5138.494141
	Iteration 47Q: 3 clusters Score -3993148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -3993154.750000 Penalty: 5138.494141
	Iteration 48Q: 3 clusters Score -3993155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -3993151.000000 Penalty: 5138.494141
	Iteration 49Q: 3 clusters Score -3993151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -3993152.000000 Penalty: 5138.494141
	Iteration 50Q: 3 clusters Score -3993152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -3993149.000000 Penalty: 5138.494141
	Iteration 51Q: 3 clusters Score -3993149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -3993151.750000 Penalty: 5138.494141
	Iteration 52Q: 3 clusters Score -3993152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -3993150.500000 Penalty: 5138.494141
	Iteration 53Q: 3 clusters Score -3993150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -3993151.500000 Penalty: 5138.494141
	Iteration 54Q: 3 clusters Score -3993152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -3993149.500000 Penalty: 5138.494141
	Iteration 55Q: 3 clusters Score -3993150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -3993152.250000 Penalty: 5138.494141
	Iteration 56Q: 3 clusters Score -3993152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -3993151.000000 Penalty: 5138.494141
	Iteration 57Q: 3 clusters Score -3993151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -3993151.000000 Penalty: 5138.494141
	Iteration 58Q: 3 clusters Score -3993151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -3993158.000000 Penalty: 5138.494141
	Iteration 59Q: 3 clusters Score -3993158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -3993154.750000 Penalty: 5138.494141
	Iteration 60F: 3 clusters Score -3993155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -3993156.000000 Penalty: 5138.494141
	Iteration 61Q: 3 clusters Score -3993156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -3993156.000000 Penalty: 5138.494141
	Iteration 62F: 3 clusters Score -3993156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Entering Unmasked Estep 
Score: -869055.437500 Penalty: 2192.499756
	Iteration 0F: 2 clusters Score -869055.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -863207.187500 Penalty: 4384.999512
	Iteration 0F: 3 clusters Score -863207.2 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -864661.187500 Penalty: 4384.999512
	Iteration 1F: 3 clusters Score -864661.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -864927.062500 Penalty: 4384.999512
	Iteration 2F: 3 clusters Score -864927.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -865110.812500 Penalty: 4384.999512
	Iteration 3F: 3 clusters Score -865110.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -865251.562500 Penalty: 4384.999512
	Iteration 4Q: 3 clusters Score -865251.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -865364.125000 Penalty: 4384.999512
	Iteration 5Q: 3 clusters Score -865364.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -865459.562500 Penalty: 4384.999512
	Iteration 6Q: 3 clusters Score -865459.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -865538.562500 Penalty: 4384.999512
	Iteration 7Q: 3 clusters Score -865538.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -865615.187500 Penalty: 4384.999512
	Iteration 8Q: 3 clusters Score -865615.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -865679.937500 Penalty: 4384.999512
	Iteration 9Q: 3 clusters Score -865679.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -865745.125000 Penalty: 4384.999512
	Iteration 10Q: 3 clusters Score -865745.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -865807.500000 Penalty: 4384.999512
	Iteration 11Q: 3 clusters Score -865807.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -865880.500000 Penalty: 4384.999512
	Iteration 12Q: 3 clusters Score -865880.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -865959.000000 Penalty: 4384.999512
	Iteration 13Q: 3 clusters Score -865959 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -866029.125000 Penalty: 4384.999512
	Iteration 14Q: 3 clusters Score -866029.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -866108.125000 Penalty: 4384.999512
	Iteration 15Q: 3 clusters Score -866108.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -866191.312500 Penalty: 4384.999512
	Iteration 16Q: 3 clusters Score -866191.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -866266.000000 Penalty: 4384.999512
	Iteration 17Q: 3 clusters Score -866266 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -866331.937500 Penalty: 4384.999512
	Iteration 18Q: 3 clusters Score -866331.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -866399.750000 Penalty: 4384.999512
	Iteration 19Q: 3 clusters Score -866399.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -866443.312500 Penalty: 4384.999512
	Iteration 20F: 3 clusters Score -866443.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -866485.125000 Penalty: 4384.999512
	Iteration 21Q: 3 clusters Score -866485.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -866522.625000 Penalty: 4384.999512
	Iteration 22Q: 3 clusters Score -866522.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -866563.125000 Penalty: 4384.999512
	Iteration 23Q: 3 clusters Score -866563.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -866621.812500 Penalty: 4384.999512
	Iteration 24Q: 3 clusters Score -866621.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -866661.750000 Penalty: 4384.999512
	Iteration 25Q: 3 clusters Score -866661.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -866694.625000 Penalty: 4384.999512
	Iteration 26Q: 3 clusters Score -866694.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -866732.437500 Penalty: 4384.999512
	Iteration 27Q: 3 clusters Score -866732.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -866768.187500 Penalty: 4384.999512
	Iteration 28Q: 3 clusters Score -866768.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -866806.625000 Penalty: 4384.999512
	Iteration 29Q: 3 clusters Score -866806.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -866833.125000 Penalty: 4384.999512
	Iteration 30Q: 3 clusters Score -866833.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -866864.687500 Penalty: 4384.999512
	Iteration 31Q: 3 clusters Score -866864.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -866887.937500 Penalty: 4384.999512
	Iteration 32Q: 3 clusters Score -866887.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -866910.312500 Penalty: 4384.999512
	Iteration 33Q: 3 clusters Score -866910.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -866933.812500 Penalty: 4384.999512
	Iteration 34Q: 3 clusters Score -866933.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -866954.875000 Penalty: 4384.999512
	Iteration 35Q: 3 clusters Score -866954.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -866975.312500 Penalty: 4384.999512
	Iteration 36Q: 3 clusters Score -866975.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -866990.875000 Penalty: 4384.999512
	Iteration 37Q: 3 clusters Score -866990.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -867015.187500 Penalty: 4384.999512
	Iteration 38Q: 3 clusters Score -867015.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -867047.125000 Penalty: 4384.999512
	Iteration 39Q: 3 clusters Score -867047.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -867063.375000 Penalty: 4384.999512
	Iteration 40F: 3 clusters Score -867063.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -867073.625000 Penalty: 4384.999512
	Iteration 41Q: 3 clusters Score -867073.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -867087.812500 Penalty: 4384.999512
	Iteration 42Q: 3 clusters Score -867087.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -867101.625000 Penalty: 4384.999512
	Iteration 43Q: 3 clusters Score -867101.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -867110.437500 Penalty: 4384.999512
	Iteration 44Q: 3 clusters Score -867110.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -867117.062500 Penalty: 4384.999512
	Iteration 45Q: 3 clusters Score -867117.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -867120.562500 Penalty: 4384.999512
	Iteration 46Q: 3 clusters Score -867120.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -867125.062500 Penalty: 4384.999512
	Iteration 47Q: 3 clusters Score -867125.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -867132.375000 Penalty: 4384.999512
	Iteration 48Q: 3 clusters Score -867132.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -867134.750000 Penalty: 4384.999512
	Iteration 49Q: 3 clusters Score -867134.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -867136.750000 Penalty: 4384.999512
	Iteration 50Q: 3 clusters Score -867136.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -867140.062500 Penalty: 4384.999512
	Iteration 51Q: 3 clusters Score -867140.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -867143.437500 Penalty: 4384.999512
	Iteration 52Q: 3 clusters Score -867143.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -867147.937500 Penalty: 4384.999512
	Iteration 53Q: 3 clusters Score -867147.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -867148.312500 Penalty: 4384.999512
	Iteration 54Q: 3 clusters Score -867148.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -867148.312500 Penalty: 4384.999512
	Iteration 55F: 3 clusters Score -867148.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Entering Unmasked Estep 
Score: -2350654.500000 Penalty: 2447.563232
	Iteration 0F: 2 clusters Score -2350654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2336965.000000 Penalty: 4895.126465
	Iteration 0F: 3 clusters Score -2336965 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2341615.250000 Penalty: 4895.126465
	Iteration 1F: 3 clusters Score -2341615 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2342137.000000 Penalty: 4895.126465
	Iteration 2F: 3 clusters Score -2342137 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2342665.250000 Penalty: 4895.126465
	Iteration 3F: 3 clusters Score -2342665 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2343226.000000 Penalty: 4895.126465
	Iteration 4F: 3 clusters Score -2343226 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2343896.000000 Penalty: 4895.126465
	Iteration 5F: 3 clusters Score -2343896 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2344762.500000 Penalty: 4895.126465
	Iteration 6F: 3 clusters Score -2344762 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2345686.250000 Penalty: 4895.126465
	Iteration 7F: 3 clusters Score -2345686 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2346556.250000 Penalty: 4895.126465
	Iteration 8F: 3 clusters Score -2346556 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2347274.750000 Penalty: 4895.126465
	Iteration 9Q: 3 clusters Score -2347275 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2347745.750000 Penalty: 4895.126465
	Iteration 10Q: 3 clusters Score -2347746 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2348019.750000 Penalty: 4895.126465
	Iteration 11Q: 3 clusters Score -2348020 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2348175.500000 Penalty: 4895.126465
	Iteration 12Q: 3 clusters Score -2348176 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2348282.000000 Penalty: 4895.126465
	Iteration 13Q: 3 clusters Score -2348282 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2348350.750000 Penalty: 4895.126465
	Iteration 14Q: 3 clusters Score -2348351 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2348397.000000 Penalty: 4895.126465
	Iteration 15Q: 3 clusters Score -2348397 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2348438.750000 Penalty: 4895.126465
	Iteration 16Q: 3 clusters Score -2348439 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2348470.000000 Penalty: 4895.126465
	Iteration 17Q: 3 clusters Score -2348470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2348486.750000 Penalty: 4895.126465
	Iteration 18Q: 3 clusters Score -2348487 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2348502.000000 Penalty: 4895.126465
	Iteration 19Q: 3 clusters Score -2348502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2348512.000000 Penalty: 4895.126465
	Iteration 20F: 3 clusters Score -2348512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2348518.500000 Penalty: 4895.126465
	Iteration 21Q: 3 clusters Score -2348518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2348528.500000 Penalty: 4895.126465
	Iteration 22Q: 3 clusters Score -2348528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2348538.750000 Penalty: 4895.126465
	Iteration 23Q: 3 clusters Score -2348539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -2348550.750000 Penalty: 4895.126465
	Iteration 24Q: 3 clusters Score -2348551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2348555.000000 Penalty: 4895.126465
	Iteration 25Q: 3 clusters Score -2348555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2348567.500000 Penalty: 4895.126465
	Iteration 26Q: 3 clusters Score -2348568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2348568.500000 Penalty: 4895.126465
	Iteration 27Q: 3 clusters Score -2348568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2348574.500000 Penalty: 4895.126465
	Iteration 28Q: 3 clusters Score -2348574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2348584.750000 Penalty: 4895.126465
	Iteration 29Q: 3 clusters Score -2348585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2348589.500000 Penalty: 4895.126465
	Iteration 30Q: 3 clusters Score -2348590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2348593.250000 Penalty: 4895.126465
	Iteration 31Q: 3 clusters Score -2348593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2348597.750000 Penalty: 4895.126465
	Iteration 32Q: 3 clusters Score -2348598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2348599.000000 Penalty: 4895.126465
	Iteration 33Q: 3 clusters Score -2348599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2348600.750000 Penalty: 4895.126465
	Iteration 34Q: 3 clusters Score -2348601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2348602.250000 Penalty: 4895.126465
	Iteration 35Q: 3 clusters Score -2348602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2348605.000000 Penalty: 4895.126465
	Iteration 36Q: 3 clusters Score -2348605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2348608.750000 Penalty: 4895.126465
	Iteration 37Q: 3 clusters Score -2348609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2348609.000000 Penalty: 4895.126465
	Iteration 38Q: 3 clusters Score -2348609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2348609.250000 Penalty: 4895.126465
	Iteration 39Q: 3 clusters Score -2348609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2348609.250000 Penalty: 4895.126465
	Iteration 40F: 3 clusters Score -2348609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Entering Unmasked Estep 
Score: -4850460.000000 Penalty: 2626.298340
	Iteration 0F: 2 clusters Score -4850460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -4823602.500000 Penalty: 5252.596680
	Iteration 0F: 3 clusters Score -4823602 nChanged 18088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -4833422.500000 Penalty: 5252.596680
	Iteration 1F: 3 clusters Score -4833422 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -4833956.000000 Penalty: 5252.596680
	Iteration 2Q: 3 clusters Score -4833956 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -4834436.000000 Penalty: 5252.596680
	Iteration 3Q: 3 clusters Score -4834436 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -4834878.500000 Penalty: 5252.596680
	Iteration 4Q: 3 clusters Score -4834878 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -4835388.000000 Penalty: 5252.596680
	Iteration 5Q: 3 clusters Score -4835388 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -4835929.500000 Penalty: 5252.596680
	Iteration 6Q: 3 clusters Score -4835930 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -4836540.000000 Penalty: 5252.596680
	Iteration 7Q: 3 clusters Score -4836540 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -4837295.500000 Penalty: 5252.596680
	Iteration 8Q: 3 clusters Score -4837296 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -4838287.500000 Penalty: 5252.596680
	Iteration 9Q: 3 clusters Score -4838288 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -4839365.000000 Penalty: 5252.596680
	Iteration 10Q: 3 clusters Score -4839365 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -4840558.500000 Penalty: 5252.596680
	Iteration 11Q: 3 clusters Score -4840558 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -4841693.500000 Penalty: 5252.596680
	Iteration 12Q: 3 clusters Score -4841694 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -4842567.500000 Penalty: 5252.596680
	Iteration 13Q: 3 clusters Score -4842568 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -4843198.000000 Penalty: 5252.596680
	Iteration 14Q: 3 clusters Score -4843198 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -4843685.500000 Penalty: 5252.596680
	Iteration 15Q: 3 clusters Score -4843686 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -4844010.000000 Penalty: 5252.596680
	Iteration 16Q: 3 clusters Score -4844010 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -4844329.500000 Penalty: 5252.596680
	Iteration 17Q: 3 clusters Score -4844330 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -4844580.000000 Penalty: 5252.596680
	Iteration 18Q: 3 clusters Score -4844580 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -4844881.500000 Penalty: 5252.596680
	Iteration 19Q: 3 clusters Score -4844882 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -4845158.500000 Penalty: 5252.596680
	Iteration 20F: 3 clusters Score -4845158 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -4845430.000000 Penalty: 5252.596680
	Iteration 21Q: 3 clusters Score -4845430 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -4845668.000000 Penalty: 5252.596680
	Iteration 22Q: 3 clusters Score -4845668 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -4845959.000000 Penalty: 5252.596680
	Iteration 23Q: 3 clusters Score -4845959 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -4846246.000000 Penalty: 5252.596680
	Iteration 24Q: 3 clusters Score -4846246 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -4846522.500000 Penalty: 5252.596680
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 20554 members 
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Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 20574 members 
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	Iteration 27Q: 3 clusters Score -4847046 nChanged 561
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Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4847230 nChanged 567
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Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4847450 nChanged 500
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Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 20754 members 
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	Iteration 30Q: 3 clusters Score -4847608 nChanged 454
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Mstep: Class 1 contains 18866 members 
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Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18620 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4847904 nChanged 283
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Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4847955 nChanged 254
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Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4848014 nChanged 225
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Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4848080 nChanged 186
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Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4848100 nChanged 184
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Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 22139 members 
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Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4848153 nChanged 167
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Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 22444 members 
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	Iteration 41Q: 3 clusters Score -4848196 nChanged 162
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Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4848206 nChanged 138
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Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 22730 members 
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	Iteration 43Q: 3 clusters Score -4848226 nChanged 111
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Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 22839 members 
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Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 22945 members 
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Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 23044 members 
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	Iteration 46Q: 3 clusters Score -4848256 nChanged 89
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Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 23133 members 
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Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 23220 members 
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	Iteration 48Q: 3 clusters Score -4848255 nChanged 72
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Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 23292 members 
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	Iteration 49Q: 3 clusters Score -4848273 nChanged 74
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Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4848299 nChanged 69
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Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4848315 nChanged 70
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Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 23501 members 
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	Iteration 52Q: 3 clusters Score -4848309 nChanged 62
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Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 23561 members 
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	Iteration 53Q: 3 clusters Score -4848313 nChanged 70
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	Iteration 54Q: 3 clusters Score -4848311 nChanged 68
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Mstep: Class 1 contains 16035 members 
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	Iteration 55Q: 3 clusters Score -4848308 nChanged 61
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Mstep: Class 1 contains 15978 members 
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	Iteration 56Q: 3 clusters Score -4848316 nChanged 50
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	Iteration 57Q: 3 clusters Score -4848314 nChanged 54
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Mstep: Class 2 contains 23856 members 
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	Iteration 58Q: 3 clusters Score -4848320 nChanged 45
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Mstep: Class 1 contains 15831 members 
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Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 23949 members 
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	Iteration 60F: 3 clusters Score -4848316 nChanged 47
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Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 23996 members 
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	Iteration 61Q: 3 clusters Score -4848311 nChanged 42
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Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 24036 members 
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	Iteration 62Q: 3 clusters Score -4848314 nChanged 37
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Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 24073 members 
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	Iteration 63Q: 3 clusters Score -4848318 nChanged 26
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Mstep: Class 1 contains 15633 members 
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	Iteration 64Q: 3 clusters Score -4848313 nChanged 28
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Mstep: Class 1 contains 15605 members 
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	Iteration 65Q: 3 clusters Score -4848326 nChanged 35
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Mstep: Class 1 contains 15570 members 
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	Iteration 66Q: 3 clusters Score -4848324 nChanged 36
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Mstep: Class 1 contains 15534 members 
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	Iteration 67Q: 3 clusters Score -4848330 nChanged 26
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Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 24224 members 
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	Iteration 68Q: 3 clusters Score -4848331 nChanged 31
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Mstep: Class 1 contains 15477 members 
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	Iteration 69Q: 3 clusters Score -4848332 nChanged 21
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Mstep: Class 1 contains 15456 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4848340 nChanged 27
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Mstep: Class 1 contains 15429 members 
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	Iteration 71Q: 3 clusters Score -4848337 nChanged 31
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Mstep: Class 1 contains 15398 members 
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	Iteration 72Q: 3 clusters Score -4848340 nChanged 21
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Mstep: Class 1 contains 15377 members 
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	Iteration 73Q: 3 clusters Score -4848348 nChanged 24
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	Iteration 74Q: 3 clusters Score -4848346 nChanged 22
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	Iteration 75Q: 3 clusters Score -4848347 nChanged 26
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	Iteration 76Q: 3 clusters Score -4848354 nChanged 28
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	Iteration 77Q: 3 clusters Score -4848347 nChanged 27
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	Iteration 79Q: 3 clusters Score -4848340 nChanged 21
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Mstep: Class 1 contains 15212 members 
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	Iteration 80F: 3 clusters Score -4848344 nChanged 22
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Mstep: Class 1 contains 15190 members 
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	Iteration 82Q: 3 clusters Score -4848352 nChanged 20
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Mstep: Class 1 contains 15146 members 
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	Iteration 83Q: 3 clusters Score -4848354 nChanged 24
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Mstep: Class 1 contains 15122 members 
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	Iteration 84Q: 3 clusters Score -4848348 nChanged 21
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	Iteration 85Q: 3 clusters Score -4848362 nChanged 20
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Mstep: Class 1 contains 15083 members 
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	Iteration 86Q: 3 clusters Score -4848354 nChanged 14
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Mstep: Class 1 contains 15069 members 
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	Iteration 87Q: 3 clusters Score -4848358 nChanged 13
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Mstep: Class 1 contains 15056 members 
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	Iteration 88Q: 3 clusters Score -4848352 nChanged 14
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	Iteration 89Q: 3 clusters Score -4848353 nChanged 14
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	Iteration 90Q: 3 clusters Score -4848358 nChanged 18
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Mstep: Class 1 contains 15010 members 
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Mstep: Class 1 contains 14992 members 
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	Iteration 92Q: 3 clusters Score -4848370 nChanged 20
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Mstep: Class 1 contains 14972 members 
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	Iteration 93Q: 3 clusters Score -4848367 nChanged 17
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Mstep: Class 1 contains 14955 members 
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	Iteration 94Q: 3 clusters Score -4848366 nChanged 23
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	Iteration 95Q: 3 clusters Score -4848361 nChanged 31
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	Iteration 96Q: 3 clusters Score -4848353 nChanged 33
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	Iteration 97Q: 3 clusters Score -4848364 nChanged 29
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	Iteration 98Q: 3 clusters Score -4848372 nChanged 24
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	Iteration 99Q: 3 clusters Score -4848376 nChanged 26
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	Iteration 100F: 3 clusters Score -4848366 nChanged 27
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	Iteration 101Q: 3 clusters Score -4848368 nChanged 21
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	Iteration 102Q: 3 clusters Score -4848377 nChanged 21
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	Iteration 103Q: 3 clusters Score -4848376 nChanged 13
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	Iteration 104Q: 3 clusters Score -4848372 nChanged 16
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	Iteration 105Q: 3 clusters Score -4848385 nChanged 17
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	Iteration 106Q: 3 clusters Score -4848390 nChanged 15
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	Iteration 107Q: 3 clusters Score -4848386 nChanged 15
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	Iteration 108Q: 3 clusters Score -4848398 nChanged 15
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	Iteration 109Q: 3 clusters Score -4848404 nChanged 9
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	Iteration 110Q: 3 clusters Score -4848394 nChanged 8
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	Iteration 111Q: 3 clusters Score -4848394 nChanged 11
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	Iteration 112Q: 3 clusters Score -4848397 nChanged 10
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	Iteration 113Q: 3 clusters Score -4848400 nChanged 11
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	Iteration 114Q: 3 clusters Score -4848404 nChanged 16
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	Iteration 115Q: 3 clusters Score -4848410 nChanged 14
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	Iteration 116Q: 3 clusters Score -4848406 nChanged 13
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	Iteration 117Q: 3 clusters Score -4848399 nChanged 15
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Score: -4848395.000000 Penalty: 5252.596680
	Iteration 118Q: 3 clusters Score -4848395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -4848403.000000 Penalty: 5252.596680
	Iteration 119Q: 3 clusters Score -4848403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -4848412.500000 Penalty: 5252.596680
	Iteration 120F: 3 clusters Score -4848412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -4848415.500000 Penalty: 5252.596680
	Iteration 121Q: 3 clusters Score -4848416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -4848406.000000 Penalty: 5252.596680
	Iteration 122Q: 3 clusters Score -4848406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -4848412.000000 Penalty: 5252.596680
	Iteration 123Q: 3 clusters Score -4848412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -4848403.500000 Penalty: 5252.596680
	Iteration 124Q: 3 clusters Score -4848404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -4848405.500000 Penalty: 5252.596680
	Iteration 125Q: 3 clusters Score -4848406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -4848407.000000 Penalty: 5252.596680
	Iteration 126Q: 3 clusters Score -4848407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -4848411.000000 Penalty: 5252.596680
	Iteration 127Q: 3 clusters Score -4848411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -4848412.000000 Penalty: 5252.596680
	Iteration 128Q: 3 clusters Score -4848412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -4848414.500000 Penalty: 5252.596680
	Iteration 129Q: 3 clusters Score -4848414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -4848412.500000 Penalty: 5252.596680
	Iteration 130Q: 3 clusters Score -4848412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -4848412.500000 Penalty: 5252.596680
	Iteration 131Q: 3 clusters Score -4848412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -4848412.500000 Penalty: 5252.596680
	Iteration 132F: 3 clusters Score -4848412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Entering Unmasked Estep 
Score: -1119466.125000 Penalty: 2270.868652
	Iteration 0F: 2 clusters Score -1119466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1112171.500000 Penalty: 4541.737305
	Iteration 0F: 3 clusters Score -1112172 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1114724.750000 Penalty: 4541.737305
	Iteration 1F: 3 clusters Score -1114725 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1115594.000000 Penalty: 4541.737305
	Iteration 2F: 3 clusters Score -1115594 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1116381.000000 Penalty: 4541.737305
	Iteration 3F: 3 clusters Score -1116381 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1117038.250000 Penalty: 4541.737305
	Iteration 4F: 3 clusters Score -1117038 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1117508.125000 Penalty: 4541.737305
	Iteration 5F: 3 clusters Score -1117508 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1117785.625000 Penalty: 4541.737305
	Iteration 6Q: 3 clusters Score -1117786 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1117939.250000 Penalty: 4541.737305
	Iteration 7Q: 3 clusters Score -1117939 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1118028.750000 Penalty: 4541.737305
	Iteration 8Q: 3 clusters Score -1118029 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1118080.125000 Penalty: 4541.737305
	Iteration 9Q: 3 clusters Score -1118080 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1118113.375000 Penalty: 4541.737305
	Iteration 10Q: 3 clusters Score -1118113 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1118135.750000 Penalty: 4541.737305
	Iteration 11Q: 3 clusters Score -1118136 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1118153.875000 Penalty: 4541.737305
	Iteration 12Q: 3 clusters Score -1118154 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1118167.500000 Penalty: 4541.737305
	Iteration 13Q: 3 clusters Score -1118168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1118182.125000 Penalty: 4541.737305
	Iteration 14Q: 3 clusters Score -1118182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1118197.000000 Penalty: 4541.737305
	Iteration 15Q: 3 clusters Score -1118197 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1118211.875000 Penalty: 4541.737305
	Iteration 16Q: 3 clusters Score -1118212 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1118227.625000 Penalty: 4541.737305
	Iteration 17Q: 3 clusters Score -1118228 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1118255.750000 Penalty: 4541.737305
	Iteration 18Q: 3 clusters Score -1118256 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1118274.000000 Penalty: 4541.737305
	Iteration 19Q: 3 clusters Score -1118274 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1118297.000000 Penalty: 4541.737305
	Iteration 20F: 3 clusters Score -1118297 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1118314.375000 Penalty: 4541.737305
	Iteration 21Q: 3 clusters Score -1118314 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1118336.125000 Penalty: 4541.737305
	Iteration 22Q: 3 clusters Score -1118336 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1118356.750000 Penalty: 4541.737305
	Iteration 23Q: 3 clusters Score -1118357 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1118386.625000 Penalty: 4541.737305
	Iteration 24Q: 3 clusters Score -1118387 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1118413.000000 Penalty: 4541.737305
	Iteration 25Q: 3 clusters Score -1118413 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1118442.125000 Penalty: 4541.737305
	Iteration 26Q: 3 clusters Score -1118442 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1118460.000000 Penalty: 4541.737305
	Iteration 27Q: 3 clusters Score -1118460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1118476.125000 Penalty: 4541.737305
	Iteration 28Q: 3 clusters Score -1118476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1118493.000000 Penalty: 4541.737305
	Iteration 29Q: 3 clusters Score -1118493 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1118510.250000 Penalty: 4541.737305
	Iteration 30Q: 3 clusters Score -1118510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1118525.875000 Penalty: 4541.737305
	Iteration 31Q: 3 clusters Score -1118526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1118550.375000 Penalty: 4541.737305
	Iteration 32Q: 3 clusters Score -1118550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1118561.875000 Penalty: 4541.737305
	Iteration 33Q: 3 clusters Score -1118562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1118582.125000 Penalty: 4541.737305
	Iteration 34Q: 3 clusters Score -1118582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1118597.875000 Penalty: 4541.737305
	Iteration 35Q: 3 clusters Score -1118598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1118609.750000 Penalty: 4541.737305
	Iteration 36Q: 3 clusters Score -1118610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1118618.500000 Penalty: 4541.737305
	Iteration 37Q: 3 clusters Score -1118618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1118623.250000 Penalty: 4541.737305
	Iteration 38Q: 3 clusters Score -1118623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1118626.000000 Penalty: 4541.737305
	Iteration 39Q: 3 clusters Score -1118626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1118629.625000 Penalty: 4541.737305
	Iteration 40F: 3 clusters Score -1118630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1118632.500000 Penalty: 4541.737305
	Iteration 41Q: 3 clusters Score -1118632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1118636.000000 Penalty: 4541.737305
	Iteration 42Q: 3 clusters Score -1118636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1118639.375000 Penalty: 4541.737305
	Iteration 43Q: 3 clusters Score -1118639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1118637.750000 Penalty: 4541.737305
	Iteration 44Q: 3 clusters Score -1118638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1118642.000000 Penalty: 4541.737305
	Iteration 45Q: 3 clusters Score -1118642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1118642.500000 Penalty: 4541.737305
	Iteration 46Q: 3 clusters Score -1118642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1118644.250000 Penalty: 4541.737305
	Iteration 47Q: 3 clusters Score -1118644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1118644.250000 Penalty: 4541.737305
	Iteration 48Q: 3 clusters Score -1118644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1118644.875000 Penalty: 4541.737305
	Iteration 49Q: 3 clusters Score -1118645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1118647.875000 Penalty: 4541.737305
	Iteration 50Q: 3 clusters Score -1118648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1118650.125000 Penalty: 4541.737305
	Iteration 51Q: 3 clusters Score -1118650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1118651.125000 Penalty: 4541.737305
	Iteration 52Q: 3 clusters Score -1118651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1118652.375000 Penalty: 4541.737305
	Iteration 53Q: 3 clusters Score -1118652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1118654.875000 Penalty: 4541.737305
	Iteration 54Q: 3 clusters Score -1118655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1118657.250000 Penalty: 4541.737305
	Iteration 55Q: 3 clusters Score -1118657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1118658.625000 Penalty: 4541.737305
	Iteration 56Q: 3 clusters Score -1118659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1118662.500000 Penalty: 4541.737305
	Iteration 57Q: 3 clusters Score -1118662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1118667.625000 Penalty: 4541.737305
	Iteration 58Q: 3 clusters Score -1118668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1118675.875000 Penalty: 4541.737305
	Iteration 59Q: 3 clusters Score -1118676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1118679.500000 Penalty: 4541.737305
	Iteration 60F: 3 clusters Score -1118680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1118683.375000 Penalty: 4541.737305
	Iteration 61Q: 3 clusters Score -1118683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1118688.625000 Penalty: 4541.737305
	Iteration 62Q: 3 clusters Score -1118689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1118691.125000 Penalty: 4541.737305
	Iteration 63Q: 3 clusters Score -1118691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1118696.125000 Penalty: 4541.737305
	Iteration 64Q: 3 clusters Score -1118696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1118699.250000 Penalty: 4541.737305
	Iteration 65Q: 3 clusters Score -1118699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1118704.750000 Penalty: 4541.737305
	Iteration 66Q: 3 clusters Score -1118705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1118712.250000 Penalty: 4541.737305
	Iteration 67Q: 3 clusters Score -1118712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1118717.000000 Penalty: 4541.737305
	Iteration 68Q: 3 clusters Score -1118717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1118715.500000 Penalty: 4541.737305
	Iteration 69Q: 3 clusters Score -1118716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1118718.250000 Penalty: 4541.737305
	Iteration 70Q: 3 clusters Score -1118718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1118718.250000 Penalty: 4541.737305
	Iteration 71F: 3 clusters Score -1118718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Entering Unmasked Estep 
Score: -2582891.750000 Penalty: 2489.352539
	Iteration 0F: 2 clusters Score -2582892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2566850.750000 Penalty: 4978.705078
	Iteration 0F: 3 clusters Score -2566851 nChanged 10191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2572344.000000 Penalty: 4978.705078
	Iteration 1F: 3 clusters Score -2572344 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2572778.000000 Penalty: 4978.705078
	Iteration 2F: 3 clusters Score -2572778 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2573132.500000 Penalty: 4978.705078
	Iteration 3Q: 3 clusters Score -2573132 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2573513.000000 Penalty: 4978.705078
	Iteration 4Q: 3 clusters Score -2573513 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2573951.250000 Penalty: 4978.705078
	Iteration 5Q: 3 clusters Score -2573951 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2574546.750000 Penalty: 4978.705078
	Iteration 6Q: 3 clusters Score -2574547 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2575296.750000 Penalty: 4978.705078
	Iteration 7F: 3 clusters Score -2575297 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2576246.250000 Penalty: 4978.705078
	Iteration 8F: 3 clusters Score -2576246 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2577394.250000 Penalty: 4978.705078
	Iteration 9F: 3 clusters Score -2577394 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2578479.750000 Penalty: 4978.705078
	Iteration 10F: 3 clusters Score -2578480 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2579375.250000 Penalty: 4978.705078
	Iteration 11Q: 3 clusters Score -2579375 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -2579972.250000 Penalty: 4978.705078
	Iteration 12Q: 3 clusters Score -2579972 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -2580288.500000 Penalty: 4978.705078
	Iteration 13Q: 3 clusters Score -2580288 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -2580476.750000 Penalty: 4978.705078
	Iteration 14Q: 3 clusters Score -2580477 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -2580578.500000 Penalty: 4978.705078
	Iteration 15Q: 3 clusters Score -2580578 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -2580674.500000 Penalty: 4978.705078
	Iteration 16Q: 3 clusters Score -2580674 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -2580739.250000 Penalty: 4978.705078
	Iteration 17Q: 3 clusters Score -2580739 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -2580785.500000 Penalty: 4978.705078
	Iteration 18Q: 3 clusters Score -2580786 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -2580830.500000 Penalty: 4978.705078
	Iteration 19Q: 3 clusters Score -2580830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -2580871.000000 Penalty: 4978.705078
	Iteration 20F: 3 clusters Score -2580871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -2580892.000000 Penalty: 4978.705078
	Iteration 21Q: 3 clusters Score -2580892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2580916.000000 Penalty: 4978.705078
	Iteration 22Q: 3 clusters Score -2580916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -2580924.250000 Penalty: 4978.705078
	Iteration 23Q: 3 clusters Score -2580924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -2580931.500000 Penalty: 4978.705078
	Iteration 24Q: 3 clusters Score -2580932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -2580940.000000 Penalty: 4978.705078
	Iteration 25Q: 3 clusters Score -2580940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -2580937.750000 Penalty: 4978.705078
	Iteration 26Q: 3 clusters Score -2580938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -2580942.250000 Penalty: 4978.705078
	Iteration 27Q: 3 clusters Score -2580942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -2580941.750000 Penalty: 4978.705078
	Iteration 28Q: 3 clusters Score -2580942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -2580941.750000 Penalty: 4978.705078
	Iteration 29F: 3 clusters Score -2580942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Entering Unmasked Estep 
Score: -2807390.750000 Penalty: 2493.652100
	Iteration 0F: 2 clusters Score -2807391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2791145.000000 Penalty: 4987.304199
	Iteration 0F: 3 clusters Score -2791145 nChanged 10402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2796706.250000 Penalty: 4987.304199
	Iteration 1F: 3 clusters Score -2796706 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2797138.250000 Penalty: 4987.304199
	Iteration 2F: 3 clusters Score -2797138 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2797639.250000 Penalty: 4987.304199
	Iteration 3Q: 3 clusters Score -2797639 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2798136.000000 Penalty: 4987.304199
	Iteration 4Q: 3 clusters Score -2798136 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2798642.000000 Penalty: 4987.304199
	Iteration 5Q: 3 clusters Score -2798642 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2799162.250000 Penalty: 4987.304199
	Iteration 6Q: 3 clusters Score -2799162 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2799704.250000 Penalty: 4987.304199
	Iteration 7Q: 3 clusters Score -2799704 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2800279.500000 Penalty: 4987.304199
	Iteration 8Q: 3 clusters Score -2800280 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2800906.750000 Penalty: 4987.304199
	Iteration 9Q: 3 clusters Score -2800907 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2801623.000000 Penalty: 4987.304199
	Iteration 10Q: 3 clusters Score -2801623 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2802355.500000 Penalty: 4987.304199
	Iteration 11Q: 3 clusters Score -2802356 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2803092.000000 Penalty: 4987.304199
	Iteration 12Q: 3 clusters Score -2803092 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2803774.500000 Penalty: 4987.304199
	Iteration 13Q: 3 clusters Score -2803774 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2804331.250000 Penalty: 4987.304199
	Iteration 14Q: 3 clusters Score -2804331 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -2804802.500000 Penalty: 4987.304199
	Iteration 15Q: 3 clusters Score -2804802 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2805129.000000 Penalty: 4987.304199
	Iteration 16Q: 3 clusters Score -2805129 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2805391.000000 Penalty: 4987.304199
	Iteration 17Q: 3 clusters Score -2805391 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2805575.000000 Penalty: 4987.304199
	Iteration 18Q: 3 clusters Score -2805575 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -2805711.750000 Penalty: 4987.304199
	Iteration 19Q: 3 clusters Score -2805712 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -2805813.750000 Penalty: 4987.304199
	Iteration 20F: 3 clusters Score -2805814 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2805881.500000 Penalty: 4987.304199
	Iteration 21Q: 3 clusters Score -2805882 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -2805928.500000 Penalty: 4987.304199
	Iteration 22Q: 3 clusters Score -2805928 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -2805953.250000 Penalty: 4987.304199
	Iteration 23Q: 3 clusters Score -2805953 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -2805985.250000 Penalty: 4987.304199
	Iteration 24Q: 3 clusters Score -2805985 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2806008.500000 Penalty: 4987.304199
	Iteration 25Q: 3 clusters Score -2806008 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -2806022.750000 Penalty: 4987.304199
	Iteration 26Q: 3 clusters Score -2806023 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2806038.250000 Penalty: 4987.304199
	Iteration 27Q: 3 clusters Score -2806038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -2806054.000000 Penalty: 4987.304199
	Iteration 28Q: 3 clusters Score -2806054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -2806068.250000 Penalty: 4987.304199
	Iteration 29Q: 3 clusters Score -2806068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -2806068.000000 Penalty: 4987.304199
	Iteration 30Q: 3 clusters Score -2806068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -2806068.250000 Penalty: 4987.304199
	Iteration 31Q: 3 clusters Score -2806068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2806069.750000 Penalty: 4987.304199
	Iteration 32Q: 3 clusters Score -2806070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2806068.000000 Penalty: 4987.304199
	Iteration 33Q: 3 clusters Score -2806068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2806071.000000 Penalty: 4987.304199
	Iteration 34Q: 3 clusters Score -2806071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -2806071.500000 Penalty: 4987.304199
	Iteration 35Q: 3 clusters Score -2806072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -2806072.000000 Penalty: 4987.304199
	Iteration 36Q: 3 clusters Score -2806072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2806075.250000 Penalty: 4987.304199
	Iteration 37Q: 3 clusters Score -2806075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -2806076.750000 Penalty: 4987.304199
	Iteration 38Q: 3 clusters Score -2806077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -2806074.000000 Penalty: 4987.304199
	Iteration 39Q: 3 clusters Score -2806074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -2806073.500000 Penalty: 4987.304199
	Iteration 40F: 3 clusters Score -2806074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -2806075.000000 Penalty: 4987.304199
	Iteration 41Q: 3 clusters Score -2806075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -2806075.000000 Penalty: 4987.304199
	Iteration 42F: 3 clusters Score -2806075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Entering Unmasked Estep 
Score: -497437.187500 Penalty: 2062.805908
	Iteration 0F: 2 clusters Score -497437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -493464.343750 Penalty: 4125.611816
	Iteration 0F: 3 clusters Score -493464.3 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -494374.718750 Penalty: 4125.611816
	Iteration 1F: 3 clusters Score -494374.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -494613.375000 Penalty: 4125.611816
	Iteration 2F: 3 clusters Score -494613.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -494747.781250 Penalty: 4125.611816
	Iteration 3F: 3 clusters Score -494747.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -494823.281250 Penalty: 4125.611816
	Iteration 4Q: 3 clusters Score -494823.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -494866.812500 Penalty: 4125.611816
	Iteration 5Q: 3 clusters Score -494866.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -494900.500000 Penalty: 4125.611816
	Iteration 6Q: 3 clusters Score -494900.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -494918.812500 Penalty: 4125.611816
	Iteration 7Q: 3 clusters Score -494918.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -494938.781250 Penalty: 4125.611816
	Iteration 8Q: 3 clusters Score -494938.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -494958.781250 Penalty: 4125.611816
	Iteration 9Q: 3 clusters Score -494958.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -494974.687500 Penalty: 4125.611816
	Iteration 10Q: 3 clusters Score -494974.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -494991.343750 Penalty: 4125.611816
	Iteration 11Q: 3 clusters Score -494991.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -495001.843750 Penalty: 4125.611816
	Iteration 12Q: 3 clusters Score -495001.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -495010.000000 Penalty: 4125.611816
	Iteration 13Q: 3 clusters Score -495010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -495020.468750 Penalty: 4125.611816
	Iteration 14Q: 3 clusters Score -495020.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -495033.375000 Penalty: 4125.611816
	Iteration 15Q: 3 clusters Score -495033.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -495045.312500 Penalty: 4125.611816
	Iteration 16Q: 3 clusters Score -495045.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -495053.281250 Penalty: 4125.611816
	Iteration 17Q: 3 clusters Score -495053.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -495061.781250 Penalty: 4125.611816
	Iteration 18Q: 3 clusters Score -495061.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -495076.062500 Penalty: 4125.611816
	Iteration 19Q: 3 clusters Score -495076.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -495088.968750 Penalty: 4125.611816
	Iteration 20F: 3 clusters Score -495089 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -495102.250000 Penalty: 4125.611816
	Iteration 21Q: 3 clusters Score -495102.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -495117.625000 Penalty: 4125.611816
	Iteration 22Q: 3 clusters Score -495117.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -495134.937500 Penalty: 4125.611816
	Iteration 23Q: 3 clusters Score -495134.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -495146.562500 Penalty: 4125.611816
	Iteration 24Q: 3 clusters Score -495146.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -495153.875000 Penalty: 4125.611816
	Iteration 25Q: 3 clusters Score -495153.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -495164.031250 Penalty: 4125.611816
	Iteration 26Q: 3 clusters Score -495164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -495174.937500 Penalty: 4125.611816
	Iteration 27Q: 3 clusters Score -495174.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -495189.343750 Penalty: 4125.611816
	Iteration 28Q: 3 clusters Score -495189.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -495201.625000 Penalty: 4125.611816
	Iteration 29Q: 3 clusters Score -495201.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -495222.093750 Penalty: 4125.611816
	Iteration 30Q: 3 clusters Score -495222.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -495245.781250 Penalty: 4125.611816
	Iteration 31Q: 3 clusters Score -495245.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -495269.718750 Penalty: 4125.611816
	Iteration 32Q: 3 clusters Score -495269.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -495296.156250 Penalty: 4125.611816
	Iteration 33Q: 3 clusters Score -495296.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -495323.281250 Penalty: 4125.611816
	Iteration 34Q: 3 clusters Score -495323.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -495348.906250 Penalty: 4125.611816
	Iteration 35Q: 3 clusters Score -495348.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -495376.093750 Penalty: 4125.611816
	Iteration 36Q: 3 clusters Score -495376.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -495405.218750 Penalty: 4125.611816
	Iteration 37Q: 3 clusters Score -495405.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -495436.750000 Penalty: 4125.611816
	Iteration 38Q: 3 clusters Score -495436.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -495469.406250 Penalty: 4125.611816
	Iteration 39Q: 3 clusters Score -495469.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -495497.468750 Penalty: 4125.611816
	Iteration 40F: 3 clusters Score -495497.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -495523.187500 Penalty: 4125.611816
	Iteration 41Q: 3 clusters Score -495523.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -495542.375000 Penalty: 4125.611816
	Iteration 42Q: 3 clusters Score -495542.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -495561.218750 Penalty: 4125.611816
	Iteration 43Q: 3 clusters Score -495561.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -495581.500000 Penalty: 4125.611816
	Iteration 44Q: 3 clusters Score -495581.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -495601.000000 Penalty: 4125.611816
	Iteration 45Q: 3 clusters Score -495601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -495622.250000 Penalty: 4125.611816
	Iteration 46Q: 3 clusters Score -495622.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -495642.343750 Penalty: 4125.611816
	Iteration 47Q: 3 clusters Score -495642.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -495664.656250 Penalty: 4125.611816
	Iteration 48Q: 3 clusters Score -495664.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -495682.968750 Penalty: 4125.611816
	Iteration 49Q: 3 clusters Score -495683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -495697.593750 Penalty: 4125.611816
	Iteration 50Q: 3 clusters Score -495697.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -495710.937500 Penalty: 4125.611816
	Iteration 51Q: 3 clusters Score -495710.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -495723.718750 Penalty: 4125.611816
	Iteration 52Q: 3 clusters Score -495723.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -495734.250000 Penalty: 4125.611816
	Iteration 53Q: 3 clusters Score -495734.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -495749.718750 Penalty: 4125.611816
	Iteration 54Q: 3 clusters Score -495749.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -495762.781250 Penalty: 4125.611816
	Iteration 55Q: 3 clusters Score -495762.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -495777.062500 Penalty: 4125.611816
	Iteration 56Q: 3 clusters Score -495777.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -495796.531250 Penalty: 4125.611816
	Iteration 57Q: 3 clusters Score -495796.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -495812.187500 Penalty: 4125.611816
	Iteration 58Q: 3 clusters Score -495812.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -495822.625000 Penalty: 4125.611816
	Iteration 59Q: 3 clusters Score -495822.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -495834.687500 Penalty: 4125.611816
	Iteration 60F: 3 clusters Score -495834.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -495841.750000 Penalty: 4125.611816
	Iteration 61Q: 3 clusters Score -495841.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -495849.625000 Penalty: 4125.611816
	Iteration 62Q: 3 clusters Score -495849.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -495855.468750 Penalty: 4125.611816
	Iteration 63Q: 3 clusters Score -495855.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -495856.843750 Penalty: 4125.611816
	Iteration 64Q: 3 clusters Score -495856.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -495858.625000 Penalty: 4125.611816
	Iteration 65Q: 3 clusters Score -495858.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -495859.437500 Penalty: 4125.611816
	Iteration 66Q: 3 clusters Score -495859.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -495862.937500 Penalty: 4125.611816
	Iteration 67Q: 3 clusters Score -495862.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -495863.562500 Penalty: 4125.611816
	Iteration 68Q: 3 clusters Score -495863.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -495864.531250 Penalty: 4125.611816
	Iteration 69Q: 3 clusters Score -495864.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -495864.687500 Penalty: 4125.611816
	Iteration 70Q: 3 clusters Score -495864.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -495865.312500 Penalty: 4125.611816
	Iteration 71Q: 3 clusters Score -495865.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -495866.187500 Penalty: 4125.611816
	Iteration 72Q: 3 clusters Score -495866.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -495866.187500 Penalty: 4125.611816
	Iteration 73F: 3 clusters Score -495866.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -76642.937500 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -76642.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -74971.726562 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -74971.73 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -75473.382812 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -75473.38 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75876.273438 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -75876.27 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -76256.093750 Penalty: 3294.673340
	Iteration 3F: 3 clusters Score -76256.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76476.242188 Penalty: 3294.673340
	Iteration 4F: 3 clusters Score -76476.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76672.929688 Penalty: 3294.673340
	Iteration 5F: 3 clusters Score -76672.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -76760.375000 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -76760.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -76853.820312 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -76853.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -76916.179688 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -76916.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -76972.015625 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -76972.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -77017.484375 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -77017.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -77024.070312 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -77024.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -77033.164062 Penalty: 3294.673340
	Iteration 12Q: 3 clusters Score -77033.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -77036.429688 Penalty: 3294.673340
	Iteration 13Q: 3 clusters Score -77036.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -77039.734375 Penalty: 3294.673340
	Iteration 14Q: 3 clusters Score -77039.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -77040.828125 Penalty: 3294.673340
	Iteration 15Q: 3 clusters Score -77040.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -77041.804688 Penalty: 3294.673340
	Iteration 16Q: 3 clusters Score -77041.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -77044.320312 Penalty: 3294.673340
	Iteration 17Q: 3 clusters Score -77044.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -77044.320312 Penalty: 3294.673340
	Iteration 18F: 3 clusters Score -77044.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196138 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41470 members 
Mstep: Class 10 contains 279248 members 
Mstep: Class 11 contains 59446 members 
Mstep: Class 12 contains 295490 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 358 members 
Mstep: Class 23 contains 92979 members 
Mstep: Class 24 contains 78085 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 409 members 
Entering Unmasked Estep 
Score: -154579888.000000 Penalty: 90644.539062
Splitting cluster 22 changes total score from -154581120.000000 to -154579888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (92979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92979 members 
Entering Unmasked Estep 
Score: -11730474.000000 Penalty: 2837.152100
	Iteration 0F: 2 clusters Score -1.173047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -11668319.000000 Penalty: 5674.304199
	Iteration 0F: 3 clusters Score -1.166832e+07 nChanged 43973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -11693102.000000 Penalty: 5674.304199
	Iteration 1F: 3 clusters Score -1.16931e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -11693783.000000 Penalty: 5674.304199
	Iteration 2Q: 3 clusters Score -1.169378e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -11694554.000000 Penalty: 5674.304199
	Iteration 3Q: 3 clusters Score -1.169455e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -11695510.000000 Penalty: 5674.304199
	Iteration 4Q: 3 clusters Score -1.169551e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -11697081.000000 Penalty: 5674.304199
	Iteration 5Q: 3 clusters Score -1.169708e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -11699885.000000 Penalty: 5674.304199
	Iteration 6F: 3 clusters Score -1.169988e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
Score: -11704521.000000 Penalty: 5674.304199
	Iteration 7F: 3 clusters Score -1.170452e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 65682 members 
Entering Unmasked Estep 
Score: -11711012.000000 Penalty: 5674.304199
	Iteration 8F: 3 clusters Score -1.171101e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -11717090.000000 Penalty: 5674.304199
	Iteration 9F: 3 clusters Score -1.171709e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 72194 members 
Entering Unmasked Estep 
Score: -11720786.000000 Penalty: 5674.304199
	Iteration 10F: 3 clusters Score -1.172079e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 73544 members 
Entering Unmasked Estep 
Score: -11722280.000000 Penalty: 5674.304199
	Iteration 11Q: 3 clusters Score -1.172228e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 74579 members 
Entering Unmasked Estep 
Score: -11722821.000000 Penalty: 5674.304199
	Iteration 12Q: 3 clusters Score -1.172282e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 75561 members 
Entering Unmasked Estep 
Score: -11723167.000000 Penalty: 5674.304199
	Iteration 13Q: 3 clusters Score -1.172317e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -11723498.000000 Penalty: 5674.304199
	Iteration 14Q: 3 clusters Score -1.17235e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 77461 members 
Entering Unmasked Estep 
Score: -11723764.000000 Penalty: 5674.304199
	Iteration 15Q: 3 clusters Score -1.172376e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 78333 members 
Entering Unmasked Estep 
Score: -11724048.000000 Penalty: 5674.304199
	Iteration 16Q: 3 clusters Score -1.172405e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
Score: -11724264.000000 Penalty: 5674.304199
	Iteration 17Q: 3 clusters Score -1.172426e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 79919 members 
Entering Unmasked Estep 
Score: -11724522.000000 Penalty: 5674.304199
	Iteration 18Q: 3 clusters Score -1.172452e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 80671 members 
Entering Unmasked Estep 
Score: -11724715.000000 Penalty: 5674.304199
	Iteration 19Q: 3 clusters Score -1.172472e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 81385 members 
Entering Unmasked Estep 
Score: -11724942.000000 Penalty: 5674.304199
	Iteration 20F: 3 clusters Score -1.172494e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 82084 members 
Entering Unmasked Estep 
Score: -11725129.000000 Penalty: 5674.304199
	Iteration 21Q: 3 clusters Score -1.172513e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 82753 members 
Entering Unmasked Estep 
Score: -11725315.000000 Penalty: 5674.304199
	Iteration 22Q: 3 clusters Score -1.172532e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 83409 members 
Entering Unmasked Estep 
Score: -11725485.000000 Penalty: 5674.304199
	Iteration 23Q: 3 clusters Score -1.172548e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 84073 members 
Entering Unmasked Estep 
Score: -11725641.000000 Penalty: 5674.304199
	Iteration 24Q: 3 clusters Score -1.172564e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 84696 members 
Entering Unmasked Estep 
Score: -11725821.000000 Penalty: 5674.304199
	Iteration 25Q: 3 clusters Score -1.172582e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 85284 members 
Entering Unmasked Estep 
Score: -11725967.000000 Penalty: 5674.304199
	Iteration 26Q: 3 clusters Score -1.172597e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 85811 members 
Entering Unmasked Estep 
Score: -11726139.000000 Penalty: 5674.304199
	Iteration 27Q: 3 clusters Score -1.172614e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 86307 members 
Entering Unmasked Estep 
Score: -11726283.000000 Penalty: 5674.304199
	Iteration 28Q: 3 clusters Score -1.172628e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 86772 members 
Entering Unmasked Estep 
Score: -11726441.000000 Penalty: 5674.304199
	Iteration 29Q: 3 clusters Score -1.172644e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 87229 members 
Entering Unmasked Estep 
Score: -11726581.000000 Penalty: 5674.304199
	Iteration 30Q: 3 clusters Score -1.172658e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 87663 members 
Entering Unmasked Estep 
Score: -11726723.000000 Penalty: 5674.304199
	Iteration 31Q: 3 clusters Score -1.172672e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 88065 members 
Entering Unmasked Estep 
Score: -11726835.000000 Penalty: 5674.304199
	Iteration 32Q: 3 clusters Score -1.172684e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 88443 members 
Entering Unmasked Estep 
Score: -11726981.000000 Penalty: 5674.304199
	Iteration 33Q: 3 clusters Score -1.172698e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 88803 members 
Entering Unmasked Estep 
Score: -11727116.000000 Penalty: 5674.304199
	Iteration 34Q: 3 clusters Score -1.172712e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 89139 members 
Entering Unmasked Estep 
Score: -11727250.000000 Penalty: 5674.304199
	Iteration 35Q: 3 clusters Score -1.172725e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 89428 members 
Entering Unmasked Estep 
Score: -11727274.000000 Penalty: 5674.304199
	Iteration 36Q: 3 clusters Score -1.172727e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 89683 members 
Entering Unmasked Estep 
Score: -11727325.000000 Penalty: 5674.304199
	Iteration 37Q: 3 clusters Score -1.172732e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 89933 members 
Entering Unmasked Estep 
Score: -11727430.000000 Penalty: 5674.304199
	Iteration 38Q: 3 clusters Score -1.172743e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 90164 members 
Entering Unmasked Estep 
Score: -11727524.000000 Penalty: 5674.304199
	Iteration 39Q: 3 clusters Score -1.172752e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 90361 members 
Entering Unmasked Estep 
Score: -11727590.000000 Penalty: 5674.304199
	Iteration 40F: 3 clusters Score -1.172759e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 90548 members 
Entering Unmasked Estep 
Score: -11727677.000000 Penalty: 5674.304199
	Iteration 41Q: 3 clusters Score -1.172768e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 90712 members 
Entering Unmasked Estep 
Score: -11727705.000000 Penalty: 5674.304199
	Iteration 42Q: 3 clusters Score -1.17277e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 90860 members 
Entering Unmasked Estep 
Score: -11727766.000000 Penalty: 5674.304199
	Iteration 43Q: 3 clusters Score -1.172777e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 90994 members 
Entering Unmasked Estep 
Score: -11727856.000000 Penalty: 5674.304199
	Iteration 44Q: 3 clusters Score -1.172786e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 91109 members 
Entering Unmasked Estep 
Score: -11727864.000000 Penalty: 5674.304199
	Iteration 45Q: 3 clusters Score -1.172786e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 91213 members 
Entering Unmasked Estep 
Score: -11727880.000000 Penalty: 5674.304199
	Iteration 46Q: 3 clusters Score -1.172788e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 91296 members 
Entering Unmasked Estep 
Score: -11727916.000000 Penalty: 5674.304199
	Iteration 47Q: 3 clusters Score -1.172792e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 91366 members 
Entering Unmasked Estep 
Score: -11727942.000000 Penalty: 5674.304199
	Iteration 48Q: 3 clusters Score -1.172794e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 91436 members 
Entering Unmasked Estep 
Score: -11727969.000000 Penalty: 5674.304199
	Iteration 49Q: 3 clusters Score -1.172797e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 91504 members 
Entering Unmasked Estep 
Score: -11727994.000000 Penalty: 5674.304199
	Iteration 50Q: 3 clusters Score -1.172799e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 91558 members 
Entering Unmasked Estep 
Score: -11728043.000000 Penalty: 5674.304199
	Iteration 51Q: 3 clusters Score -1.172804e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 91601 members 
Entering Unmasked Estep 
Score: -11728058.000000 Penalty: 5674.304199
	Iteration 52Q: 3 clusters Score -1.172806e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 91630 members 
Entering Unmasked Estep 
Score: -11728067.000000 Penalty: 5674.304199
	Iteration 53Q: 3 clusters Score -1.172807e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 91661 members 
Entering Unmasked Estep 
Score: -11728077.000000 Penalty: 5674.304199
	Iteration 54Q: 3 clusters Score -1.172808e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 91679 members 
Entering Unmasked Estep 
Score: -11728087.000000 Penalty: 5674.304199
	Iteration 55Q: 3 clusters Score -1.172809e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 91703 members 
Entering Unmasked Estep 
Score: -11728100.000000 Penalty: 5674.304199
	Iteration 56Q: 3 clusters Score -1.17281e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 91723 members 
Entering Unmasked Estep 
Score: -11728097.000000 Penalty: 5674.304199
	Iteration 57Q: 3 clusters Score -1.17281e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 91741 members 
Entering Unmasked Estep 
Score: -11728102.000000 Penalty: 5674.304199
	Iteration 58Q: 3 clusters Score -1.17281e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 91751 members 
Entering Unmasked Estep 
Score: -11728107.000000 Penalty: 5674.304199
	Iteration 59Q: 3 clusters Score -1.172811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 91759 members 
Entering Unmasked Estep 
Score: -11728112.000000 Penalty: 5674.304199
	Iteration 60F: 3 clusters Score -1.172811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 91765 members 
Entering Unmasked Estep 
Score: -11728114.000000 Penalty: 5674.304199
	Iteration 61Q: 3 clusters Score -1.172811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 91770 members 
Entering Unmasked Estep 
Score: -11728114.000000 Penalty: 5674.304199
	Iteration 62Q: 3 clusters Score -1.172811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 91774 members 
Entering Unmasked Estep 
Score: -11728119.000000 Penalty: 5674.304199
	Iteration 63Q: 3 clusters Score -1.172812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 91777 members 
Entering Unmasked Estep 
Score: -11728116.000000 Penalty: 5674.304199
	Iteration 64Q: 3 clusters Score -1.172812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 91780 members 
Entering Unmasked Estep 
Score: -11728116.000000 Penalty: 5674.304199
	Iteration 65Q: 3 clusters Score -1.172812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 91782 members 
Entering Unmasked Estep 
Score: -11728122.000000 Penalty: 5674.304199
	Iteration 66Q: 3 clusters Score -1.172812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 91782 members 
Entering Unmasked Estep 
Score: -11728122.000000 Penalty: 5674.304199
	Iteration 67F: 3 clusters Score -1.172812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (78085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78085 members 
Entering Unmasked Estep 
Score: -9454285.000000 Penalty: 2793.857178
	Iteration 0F: 2 clusters Score -9454285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -9402097.000000 Penalty: 5587.714355
	Iteration 0F: 3 clusters Score -9402097 nChanged 36548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -9423130.000000 Penalty: 5587.714355
	Iteration 1F: 3 clusters Score -9423130 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -9424311.000000 Penalty: 5587.714355
	Iteration 2Q: 3 clusters Score -9424311 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -9425922.000000 Penalty: 5587.714355
	Iteration 3Q: 3 clusters Score -9425922 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -9428384.000000 Penalty: 5587.714355
	Iteration 4F: 3 clusters Score -9428384 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 55891 members 
Entering Unmasked Estep 
Score: -9432046.000000 Penalty: 5587.714355
	Iteration 5F: 3 clusters Score -9432046 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 61964 members 
Entering Unmasked Estep 
Score: -9436954.000000 Penalty: 5587.714355
	Iteration 6F: 3 clusters Score -9436954 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 68013 members 
Entering Unmasked Estep 
Score: -9442329.000000 Penalty: 5587.714355
	Iteration 7F: 3 clusters Score -9442329 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 72896 members 
Entering Unmasked Estep 
Score: -9446884.000000 Penalty: 5587.714355
	Iteration 8F: 3 clusters Score -9446884 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 75851 members 
Entering Unmasked Estep 
Score: -9449723.000000 Penalty: 5587.714355
	Iteration 9Q: 3 clusters Score -9449723 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 77179 members 
Entering Unmasked Estep 
Score: -9451067.000000 Penalty: 5587.714355
	Iteration 10Q: 3 clusters Score -9451067 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 77601 members 
Entering Unmasked Estep 
Score: -9451474.000000 Penalty: 5587.714355
	Iteration 11Q: 3 clusters Score -9451474 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 77726 members 
Entering Unmasked Estep 
Score: -9451613.000000 Penalty: 5587.714355
	Iteration 12Q: 3 clusters Score -9451613 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 77782 members 
Entering Unmasked Estep 
Score: -9451694.000000 Penalty: 5587.714355
	Iteration 13Q: 3 clusters Score -9451694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 77801 members 
Entering Unmasked Estep 
Score: -9451743.000000 Penalty: 5587.714355
	Iteration 14Q: 3 clusters Score -9451743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 77812 members 
Entering Unmasked Estep 
Score: -9451782.000000 Penalty: 5587.714355
	Iteration 15Q: 3 clusters Score -9451782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -9451790.000000 Penalty: 5587.714355
	Iteration 16Q: 3 clusters Score -9451790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -9451793.000000 Penalty: 5587.714355
	Iteration 17Q: 3 clusters Score -9451793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 77836 members 
Entering Unmasked Estep 
Score: -9451831.000000 Penalty: 5587.714355
	Iteration 18Q: 3 clusters Score -9451831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 77838 members 
Entering Unmasked Estep 
Score: -9451843.000000 Penalty: 5587.714355
	Iteration 19Q: 3 clusters Score -9451843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 77842 members 
Entering Unmasked Estep 
Score: -9451850.000000 Penalty: 5587.714355
	Iteration 20F: 3 clusters Score -9451850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 77842 members 
Entering Unmasked Estep 
Score: -9451852.000000 Penalty: 5587.714355
	Iteration 21Q: 3 clusters Score -9451852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 77842 members 
Entering Unmasked Estep 
Score: -9451859.000000 Penalty: 5587.714355
	Iteration 22Q: 3 clusters Score -9451859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 77845 members 
Entering Unmasked Estep 
Score: -9451866.000000 Penalty: 5587.714355
	Iteration 23Q: 3 clusters Score -9451866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 77844 members 
Entering Unmasked Estep 
Score: -9451861.000000 Penalty: 5587.714355
	Iteration 24Q: 3 clusters Score -9451861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 77845 members 
Entering Unmasked Estep 
Score: -9451867.000000 Penalty: 5587.714355
	Iteration 25Q: 3 clusters Score -9451867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 77844 members 
Entering Unmasked Estep 
Score: -9451871.000000 Penalty: 5587.714355
	Iteration 26Q: 3 clusters Score -9451871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 77844 members 
Entering Unmasked Estep 
Score: -9451871.000000 Penalty: 5587.714355
	Iteration 27F: 3 clusters Score -9451871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -98991.960938 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -98991.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -97130.976562 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -97130.98 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -97404.453125 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -97404.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -97483.812500 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -97483.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -97524.984375 Penalty: 3349.705322
	Iteration 3Q: 3 clusters Score -97524.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -97559.617188 Penalty: 3349.705322
	Iteration 4Q: 3 clusters Score -97559.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -97583.789062 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -97583.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -97604.289062 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -97604.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -97620.015625 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -97620.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -97633.882812 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -97633.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -97646.671875 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -97646.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -97651.195312 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -97651.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -97656.554688 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -97656.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -97662.796875 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -97662.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -97664.656250 Penalty: 3349.705322
	Iteration 13Q: 3 clusters Score -97664.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -97664.656250 Penalty: 3349.705322
	Iteration 14F: 3 clusters Score -97664.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196138 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41470 members 
Mstep: Class 10 contains 279248 members 
Mstep: Class 11 contains 59446 members 
Mstep: Class 12 contains 295490 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92979 members 
Mstep: Class 24 contains 78085 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581168.000000 Penalty: 87158.210938
Iteration 479Q: 26 clusters Score -1.545812e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196135 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41467 members 
Mstep: Class 10 contains 279249 members 
Mstep: Class 11 contains 59447 members 
Mstep: Class 12 contains 295496 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31566 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92978 members 
Mstep: Class 24 contains 78085 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581152.000000 Penalty: 87158.210938
Iteration 480F: 26 clusters Score -1.545812e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196133 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41463 members 
Mstep: Class 10 contains 279251 members 
Mstep: Class 11 contains 59447 members 
Mstep: Class 12 contains 295497 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31566 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92979 members 
Mstep: Class 24 contains 78086 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581200.000000 Penalty: 87158.210938
Iteration 481Q: 26 clusters Score -1.545812e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196132 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41464 members 
Mstep: Class 10 contains 279253 members 
Mstep: Class 11 contains 59446 members 
Mstep: Class 12 contains 295496 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31566 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92978 members 
Mstep: Class 24 contains 78087 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581216.000000 Penalty: 87158.210938
Iteration 482Q: 26 clusters Score -1.545812e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196131 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41463 members 
Mstep: Class 10 contains 279250 members 
Mstep: Class 11 contains 59446 members 
Mstep: Class 12 contains 295502 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31565 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92978 members 
Mstep: Class 24 contains 78087 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581312.000000 Penalty: 87158.210938
Iteration 483Q: 26 clusters Score -1.545813e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196131 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41463 members 
Mstep: Class 10 contains 279242 members 
Mstep: Class 11 contains 59446 members 
Mstep: Class 12 contains 295511 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31564 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92978 members 
Mstep: Class 24 contains 78087 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581296.000000 Penalty: 87158.210938
Iteration 484Q: 26 clusters Score -1.545813e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196129 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41463 members 
Mstep: Class 10 contains 279243 members 
Mstep: Class 11 contains 59446 members 
Mstep: Class 12 contains 295512 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31564 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92979 members 
Mstep: Class 24 contains 78086 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581232.000000 Penalty: 87158.210938
Iteration 485Q: 26 clusters Score -1.545812e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196128 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41463 members 
Mstep: Class 10 contains 279241 members 
Mstep: Class 11 contains 59446 members 
Mstep: Class 12 contains 295513 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 31564 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92980 members 
Mstep: Class 24 contains 78086 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581232.000000 Penalty: 87158.210938
Iteration 486Q: 26 clusters Score -1.545812e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196127 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41463 members 
Mstep: Class 10 contains 279238 members 
Mstep: Class 11 contains 59446 members 
Mstep: Class 12 contains 295517 members 
Mstep: Class 13 contains 10418 members 
Mstep: Class 14 contains 31564 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92981 members 
Mstep: Class 24 contains 78086 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581248.000000 Penalty: 87158.210938
Iteration 487Q: 26 clusters Score -1.545812e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196129 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41462 members 
Mstep: Class 10 contains 279238 members 
Mstep: Class 11 contains 59446 members 
Mstep: Class 12 contains 295517 members 
Mstep: Class 13 contains 10418 members 
Mstep: Class 14 contains 31564 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92981 members 
Mstep: Class 24 contains 78085 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581264.000000 Penalty: 87158.210938
Iteration 488Q: 26 clusters Score -1.545813e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196130 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41462 members 
Mstep: Class 10 contains 279236 members 
Mstep: Class 11 contains 59446 members 
Mstep: Class 12 contains 295518 members 
Mstep: Class 13 contains 10418 members 
Mstep: Class 14 contains 31564 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92981 members 
Mstep: Class 24 contains 78085 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581248.000000 Penalty: 87158.210938
Iteration 489Q: 26 clusters Score -1.545812e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196130 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41463 members 
Mstep: Class 10 contains 279235 members 
Mstep: Class 11 contains 59446 members 
Mstep: Class 12 contains 295519 members 
Mstep: Class 13 contains 10418 members 
Mstep: Class 14 contains 31564 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92981 members 
Mstep: Class 24 contains 78084 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581248.000000 Penalty: 87158.210938
Iteration 490Q: 26 clusters Score -1.545812e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196130 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41463 members 
Mstep: Class 10 contains 279233 members 
Mstep: Class 11 contains 59447 members 
Mstep: Class 12 contains 295520 members 
Mstep: Class 13 contains 10418 members 
Mstep: Class 14 contains 31564 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92981 members 
Mstep: Class 24 contains 78084 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581232.000000 Penalty: 87158.210938
Iteration 491Q: 26 clusters Score -1.545812e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196130 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41463 members 
Mstep: Class 10 contains 279234 members 
Mstep: Class 11 contains 59447 members 
Mstep: Class 12 contains 295519 members 
Mstep: Class 13 contains 10418 members 
Mstep: Class 14 contains 31564 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92981 members 
Mstep: Class 24 contains 78084 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581232.000000 Penalty: 87158.210938
Iteration 492Q: 26 clusters Score -1.545812e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196130 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41463 members 
Mstep: Class 10 contains 279233 members 
Mstep: Class 11 contains 59447 members 
Mstep: Class 12 contains 295520 members 
Mstep: Class 13 contains 10418 members 
Mstep: Class 14 contains 31564 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92981 members 
Mstep: Class 24 contains 78084 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581216.000000 Penalty: 87158.210938
Iteration 493Q: 26 clusters Score -1.545812e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196130 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41463 members 
Mstep: Class 10 contains 279232 members 
Mstep: Class 11 contains 59447 members 
Mstep: Class 12 contains 295521 members 
Mstep: Class 13 contains 10418 members 
Mstep: Class 14 contains 31564 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92981 members 
Mstep: Class 24 contains 78084 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581232.000000 Penalty: 87158.210938
Iteration 494Q: 26 clusters Score -1.545812e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196131 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41463 members 
Mstep: Class 10 contains 279231 members 
Mstep: Class 11 contains 59447 members 
Mstep: Class 12 contains 295521 members 
Mstep: Class 13 contains 10418 members 
Mstep: Class 14 contains 31564 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92981 members 
Mstep: Class 24 contains 78084 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581216.000000 Penalty: 87158.210938
Iteration 495Q: 26 clusters Score -1.545812e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196131 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41463 members 
Mstep: Class 10 contains 279231 members 
Mstep: Class 11 contains 59447 members 
Mstep: Class 12 contains 295521 members 
Mstep: Class 13 contains 10418 members 
Mstep: Class 14 contains 31564 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92981 members 
Mstep: Class 24 contains 78084 members 
Mstep: Class 25 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581216.000000 Penalty: 87158.210938
Iteration 496F: 26 clusters Score -1.545812e+08 nChanged 0
Entering ConstructFrom: 
Score: -154581216.000000 Penalty: 87158.210938
Entering ConstructFrom: 
Trying to split cluster 1 (26065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Entering Unmasked Estep 
Score: -3245456.000000 Penalty: 2521.750488
	Iteration 0F: 2 clusters Score -3245456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -3227565.250000 Penalty: 5043.500977
	Iteration 0F: 3 clusters Score -3227565 nChanged 11565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3233975.000000 Penalty: 5043.500977
	Iteration 1F: 3 clusters Score -3233975 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -3234554.250000 Penalty: 5043.500977
	Iteration 2F: 3 clusters Score -3234554 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3235163.500000 Penalty: 5043.500977
	Iteration 3F: 3 clusters Score -3235164 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -3235824.000000 Penalty: 5043.500977
	Iteration 4F: 3 clusters Score -3235824 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -3236616.000000 Penalty: 5043.500977
	Iteration 5F: 3 clusters Score -3236616 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -3237630.500000 Penalty: 5043.500977
	Iteration 6F: 3 clusters Score -3237630 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -3238844.000000 Penalty: 5043.500977
	Iteration 7F: 3 clusters Score -3238844 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -3240130.250000 Penalty: 5043.500977
	Iteration 8F: 3 clusters Score -3240130 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -3241249.000000 Penalty: 5043.500977
	Iteration 9Q: 3 clusters Score -3241249 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -3242038.250000 Penalty: 5043.500977
	Iteration 10Q: 3 clusters Score -3242038 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -3242546.000000 Penalty: 5043.500977
	Iteration 11Q: 3 clusters Score -3242546 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -3242843.750000 Penalty: 5043.500977
	Iteration 12Q: 3 clusters Score -3242844 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3242996.000000 Penalty: 5043.500977
	Iteration 13Q: 3 clusters Score -3242996 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -3243104.250000 Penalty: 5043.500977
	Iteration 14Q: 3 clusters Score -3243104 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -3243155.250000 Penalty: 5043.500977
	Iteration 15Q: 3 clusters Score -3243155 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -3243201.000000 Penalty: 5043.500977
	Iteration 16Q: 3 clusters Score -3243201 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3243229.250000 Penalty: 5043.500977
	Iteration 17Q: 3 clusters Score -3243229 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -3243264.750000 Penalty: 5043.500977
	Iteration 18Q: 3 clusters Score -3243265 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -3243292.000000 Penalty: 5043.500977
	Iteration 19Q: 3 clusters Score -3243292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -3243331.000000 Penalty: 5043.500977
	Iteration 20F: 3 clusters Score -3243331 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3243349.500000 Penalty: 5043.500977
	Iteration 21Q: 3 clusters Score -3243350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -3243364.500000 Penalty: 5043.500977
	Iteration 22Q: 3 clusters Score -3243364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -3243375.250000 Penalty: 5043.500977
	Iteration 23Q: 3 clusters Score -3243375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -3243386.000000 Penalty: 5043.500977
	Iteration 24Q: 3 clusters Score -3243386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -3243397.000000 Penalty: 5043.500977
	Iteration 25Q: 3 clusters Score -3243397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -3243397.000000 Penalty: 5043.500977
	Iteration 26Q: 3 clusters Score -3243397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -3243400.500000 Penalty: 5043.500977
	Iteration 27Q: 3 clusters Score -3243400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -3243401.000000 Penalty: 5043.500977
	Iteration 28Q: 3 clusters Score -3243401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -3243409.500000 Penalty: 5043.500977
	Iteration 29Q: 3 clusters Score -3243410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3243407.000000 Penalty: 5043.500977
	Iteration 30Q: 3 clusters Score -3243407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -3243410.500000 Penalty: 5043.500977
	Iteration 31Q: 3 clusters Score -3243410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3243410.750000 Penalty: 5043.500977
	Iteration 32Q: 3 clusters Score -3243411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -3243413.750000 Penalty: 5043.500977
	Iteration 33Q: 3 clusters Score -3243414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3243417.500000 Penalty: 5043.500977
	Iteration 34Q: 3 clusters Score -3243418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -3243414.750000 Penalty: 5043.500977
	Iteration 35Q: 3 clusters Score -3243415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3243417.250000 Penalty: 5043.500977
	Iteration 36Q: 3 clusters Score -3243417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -3243417.750000 Penalty: 5043.500977
	Iteration 37Q: 3 clusters Score -3243418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -3243413.500000 Penalty: 5043.500977
	Iteration 38Q: 3 clusters Score -3243414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3243414.000000 Penalty: 5043.500977
	Iteration 39Q: 3 clusters Score -3243414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3243416.500000 Penalty: 5043.500977
	Iteration 40F: 3 clusters Score -3243416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3243418.250000 Penalty: 5043.500977
	Iteration 41Q: 3 clusters Score -3243418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3243416.500000 Penalty: 5043.500977
	Iteration 42Q: 3 clusters Score -3243416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3243416.500000 Penalty: 5043.500977
	Iteration 43F: 3 clusters Score -3243416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Entering Unmasked Estep 
Score: -499808.718750 Penalty: 2114.829834
	Iteration 0F: 2 clusters Score -499808.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -495395.125000 Penalty: 4229.659668
	Iteration 0F: 3 clusters Score -495395.1 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -497258.187500 Penalty: 4229.659668
	Iteration 1F: 3 clusters Score -497258.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -498425.562500 Penalty: 4229.659668
	Iteration 2F: 3 clusters Score -498425.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -499283.906250 Penalty: 4229.659668
	Iteration 3F: 3 clusters Score -499283.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -499652.656250 Penalty: 4229.659668
	Iteration 4F: 3 clusters Score -499652.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -499813.968750 Penalty: 4229.659668
	Iteration 5Q: 3 clusters Score -499814 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -499881.000000 Penalty: 4229.659668
	Iteration 6Q: 3 clusters Score -499881 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -499922.718750 Penalty: 4229.659668
	Iteration 7Q: 3 clusters Score -499922.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -499956.250000 Penalty: 4229.659668
	Iteration 8Q: 3 clusters Score -499956.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -499983.812500 Penalty: 4229.659668
	Iteration 9Q: 3 clusters Score -499983.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -499999.562500 Penalty: 4229.659668
	Iteration 10Q: 3 clusters Score -499999.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -500021.375000 Penalty: 4229.659668
	Iteration 11Q: 3 clusters Score -500021.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -500059.812500 Penalty: 4229.659668
	Iteration 12Q: 3 clusters Score -500059.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -500091.250000 Penalty: 4229.659668
	Iteration 13Q: 3 clusters Score -500091.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -500115.406250 Penalty: 4229.659668
	Iteration 14Q: 3 clusters Score -500115.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -500132.875000 Penalty: 4229.659668
	Iteration 15Q: 3 clusters Score -500132.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -500143.593750 Penalty: 4229.659668
	Iteration 16Q: 3 clusters Score -500143.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -500150.000000 Penalty: 4229.659668
	Iteration 17Q: 3 clusters Score -500150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -500152.000000 Penalty: 4229.659668
	Iteration 18Q: 3 clusters Score -500152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -500154.437500 Penalty: 4229.659668
	Iteration 19Q: 3 clusters Score -500154.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -500156.406250 Penalty: 4229.659668
	Iteration 20F: 3 clusters Score -500156.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 2286 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196131 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41463 members 
Mstep: Class 10 contains 279231 members 
Mstep: Class 11 contains 59447 members 
Mstep: Class 12 contains 295521 members 
Mstep: Class 13 contains 10418 members 
Mstep: Class 14 contains 31564 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92981 members 
Mstep: Class 24 contains 78084 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 2766 members 
Entering Unmasked Estep 
Score: -154580864.000000 Penalty: 90644.539062
Splitting cluster 2 changes total score from -154581216.000000 to -154580864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (14674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Entering Unmasked Estep 
Score: -1755040.750000 Penalty: 2379.270508
	Iteration 0F: 2 clusters Score -1755041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1744426.000000 Penalty: 4758.541016
	Iteration 0F: 3 clusters Score -1744426 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1748357.875000 Penalty: 4758.541016
	Iteration 1F: 3 clusters Score -1748358 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1749215.625000 Penalty: 4758.541016
	Iteration 2F: 3 clusters Score -1749216 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1749955.125000 Penalty: 4758.541016
	Iteration 3F: 3 clusters Score -1749955 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1750614.375000 Penalty: 4758.541016
	Iteration 4F: 3 clusters Score -1750614 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1751174.000000 Penalty: 4758.541016
	Iteration 5F: 3 clusters Score -1751174 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1751627.375000 Penalty: 4758.541016
	Iteration 6F: 3 clusters Score -1751627 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1752041.250000 Penalty: 4758.541016
	Iteration 7Q: 3 clusters Score -1752041 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1752326.250000 Penalty: 4758.541016
	Iteration 8Q: 3 clusters Score -1752326 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1752527.750000 Penalty: 4758.541016
	Iteration 9Q: 3 clusters Score -1752528 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1752651.875000 Penalty: 4758.541016
	Iteration 10Q: 3 clusters Score -1752652 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1752729.125000 Penalty: 4758.541016
	Iteration 11Q: 3 clusters Score -1752729 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1752783.875000 Penalty: 4758.541016
	Iteration 12Q: 3 clusters Score -1752784 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1752818.750000 Penalty: 4758.541016
	Iteration 13Q: 3 clusters Score -1752819 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1752861.500000 Penalty: 4758.541016
	Iteration 14Q: 3 clusters Score -1752862 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1752888.125000 Penalty: 4758.541016
	Iteration 15Q: 3 clusters Score -1752888 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1752913.875000 Penalty: 4758.541016
	Iteration 16Q: 3 clusters Score -1752914 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1752940.625000 Penalty: 4758.541016
	Iteration 17Q: 3 clusters Score -1752941 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1752958.125000 Penalty: 4758.541016
	Iteration 18Q: 3 clusters Score -1752958 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1752984.125000 Penalty: 4758.541016
	Iteration 19Q: 3 clusters Score -1752984 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1753000.375000 Penalty: 4758.541016
	Iteration 20F: 3 clusters Score -1753000 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1753011.500000 Penalty: 4758.541016
	Iteration 21Q: 3 clusters Score -1753012 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1753034.500000 Penalty: 4758.541016
	Iteration 22Q: 3 clusters Score -1753034 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1753045.500000 Penalty: 4758.541016
	Iteration 23Q: 3 clusters Score -1753046 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1753065.375000 Penalty: 4758.541016
	Iteration 24Q: 3 clusters Score -1753065 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1753075.500000 Penalty: 4758.541016
	Iteration 25Q: 3 clusters Score -1753076 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1753097.875000 Penalty: 4758.541016
	Iteration 26Q: 3 clusters Score -1753098 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1753113.750000 Penalty: 4758.541016
	Iteration 27Q: 3 clusters Score -1753114 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1753134.375000 Penalty: 4758.541016
	Iteration 28Q: 3 clusters Score -1753134 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1753156.250000 Penalty: 4758.541016
	Iteration 29Q: 3 clusters Score -1753156 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1753184.875000 Penalty: 4758.541016
	Iteration 30Q: 3 clusters Score -1753185 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1753205.625000 Penalty: 4758.541016
	Iteration 31Q: 3 clusters Score -1753206 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1753212.500000 Penalty: 4758.541016
	Iteration 32Q: 3 clusters Score -1753212 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1753227.125000 Penalty: 4758.541016
	Iteration 33Q: 3 clusters Score -1753227 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1753237.875000 Penalty: 4758.541016
	Iteration 34Q: 3 clusters Score -1753238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1753244.125000 Penalty: 4758.541016
	Iteration 35Q: 3 clusters Score -1753244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1753244.750000 Penalty: 4758.541016
	Iteration 36Q: 3 clusters Score -1753245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1753252.375000 Penalty: 4758.541016
	Iteration 37Q: 3 clusters Score -1753252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1753256.500000 Penalty: 4758.541016
	Iteration 38Q: 3 clusters Score -1753256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1753260.000000 Penalty: 4758.541016
	Iteration 39Q: 3 clusters Score -1753260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1753269.000000 Penalty: 4758.541016
	Iteration 40F: 3 clusters Score -1753269 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1753280.125000 Penalty: 4758.541016
	Iteration 41Q: 3 clusters Score -1753280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1753288.750000 Penalty: 4758.541016
	Iteration 42Q: 3 clusters Score -1753289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1753285.000000 Penalty: 4758.541016
	Iteration 43Q: 3 clusters Score -1753285 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1753292.375000 Penalty: 4758.541016
	Iteration 44Q: 3 clusters Score -1753292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1753305.000000 Penalty: 4758.541016
	Iteration 45Q: 3 clusters Score -1753305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1753307.875000 Penalty: 4758.541016
	Iteration 46Q: 3 clusters Score -1753308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1753309.625000 Penalty: 4758.541016
	Iteration 47Q: 3 clusters Score -1753310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1753314.750000 Penalty: 4758.541016
	Iteration 48Q: 3 clusters Score -1753315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1753309.625000 Penalty: 4758.541016
	Iteration 49Q: 3 clusters Score -1753310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1753321.500000 Penalty: 4758.541016
	Iteration 50Q: 3 clusters Score -1753322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1753320.125000 Penalty: 4758.541016
	Iteration 51Q: 3 clusters Score -1753320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1753330.625000 Penalty: 4758.541016
	Iteration 52Q: 3 clusters Score -1753331 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1753333.375000 Penalty: 4758.541016
	Iteration 53Q: 3 clusters Score -1753333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1753344.875000 Penalty: 4758.541016
	Iteration 54Q: 3 clusters Score -1753345 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1753351.750000 Penalty: 4758.541016
	Iteration 55Q: 3 clusters Score -1753352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1753355.625000 Penalty: 4758.541016
	Iteration 56Q: 3 clusters Score -1753356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1753361.625000 Penalty: 4758.541016
	Iteration 57Q: 3 clusters Score -1753362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1753369.000000 Penalty: 4758.541016
	Iteration 58Q: 3 clusters Score -1753369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1753372.500000 Penalty: 4758.541016
	Iteration 59Q: 3 clusters Score -1753372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1753374.500000 Penalty: 4758.541016
	Iteration 60F: 3 clusters Score -1753374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1753385.250000 Penalty: 4758.541016
	Iteration 61Q: 3 clusters Score -1753385 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1753391.625000 Penalty: 4758.541016
	Iteration 62Q: 3 clusters Score -1753392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1753398.250000 Penalty: 4758.541016
	Iteration 63Q: 3 clusters Score -1753398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1753406.250000 Penalty: 4758.541016
	Iteration 64Q: 3 clusters Score -1753406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1753417.125000 Penalty: 4758.541016
	Iteration 65Q: 3 clusters Score -1753417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1753421.000000 Penalty: 4758.541016
	Iteration 66Q: 3 clusters Score -1753421 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1753432.750000 Penalty: 4758.541016
	Iteration 67Q: 3 clusters Score -1753433 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1753438.375000 Penalty: 4758.541016
	Iteration 68Q: 3 clusters Score -1753438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1753446.750000 Penalty: 4758.541016
	Iteration 69Q: 3 clusters Score -1753447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1753449.625000 Penalty: 4758.541016
	Iteration 70Q: 3 clusters Score -1753450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1753455.875000 Penalty: 4758.541016
	Iteration 71Q: 3 clusters Score -1753456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1753456.500000 Penalty: 4758.541016
	Iteration 72Q: 3 clusters Score -1753456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1753462.250000 Penalty: 4758.541016
	Iteration 73Q: 3 clusters Score -1753462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1753464.250000 Penalty: 4758.541016
	Iteration 74Q: 3 clusters Score -1753464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1753465.250000 Penalty: 4758.541016
	Iteration 75Q: 3 clusters Score -1753465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1753468.750000 Penalty: 4758.541016
	Iteration 76Q: 3 clusters Score -1753469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1753471.875000 Penalty: 4758.541016
	Iteration 77Q: 3 clusters Score -1753472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1753475.250000 Penalty: 4758.541016
	Iteration 78Q: 3 clusters Score -1753475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1753474.500000 Penalty: 4758.541016
	Iteration 79Q: 3 clusters Score -1753474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1753477.000000 Penalty: 4758.541016
	Iteration 80F: 3 clusters Score -1753477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1753478.875000 Penalty: 4758.541016
	Iteration 81Q: 3 clusters Score -1753479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1753481.500000 Penalty: 4758.541016
	Iteration 82Q: 3 clusters Score -1753482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1753480.500000 Penalty: 4758.541016
	Iteration 83Q: 3 clusters Score -1753480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1753480.000000 Penalty: 4758.541016
	Iteration 84Q: 3 clusters Score -1753480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1753480.875000 Penalty: 4758.541016
	Iteration 85Q: 3 clusters Score -1753481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1753478.250000 Penalty: 4758.541016
	Iteration 86Q: 3 clusters Score -1753478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1753477.000000 Penalty: 4758.541016
	Iteration 87Q: 3 clusters Score -1753477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1753477.000000 Penalty: 4758.541016
	Iteration 88F: 3 clusters Score -1753477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Entering Unmasked Estep 
Score: -466268.312500 Penalty: 2058.099365
	Iteration 0F: 2 clusters Score -466268.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -462368.000000 Penalty: 4116.198730
	Iteration 0F: 3 clusters Score -462368 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -463268.593750 Penalty: 4116.198730
	Iteration 1F: 3 clusters Score -463268.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -463489.218750 Penalty: 4116.198730
	Iteration 2F: 3 clusters Score -463489.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -463661.906250 Penalty: 4116.198730
	Iteration 3F: 3 clusters Score -463661.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -463825.656250 Penalty: 4116.198730
	Iteration 4Q: 3 clusters Score -463825.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -463992.000000 Penalty: 4116.198730
	Iteration 5Q: 3 clusters Score -463992 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -464128.250000 Penalty: 4116.198730
	Iteration 6Q: 3 clusters Score -464128.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -464301.812500 Penalty: 4116.198730
	Iteration 7Q: 3 clusters Score -464301.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -464496.500000 Penalty: 4116.198730
	Iteration 8Q: 3 clusters Score -464496.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -464711.343750 Penalty: 4116.198730
	Iteration 9F: 3 clusters Score -464711.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -464952.750000 Penalty: 4116.198730
	Iteration 10F: 3 clusters Score -464952.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -465196.500000 Penalty: 4116.198730
	Iteration 11F: 3 clusters Score -465196.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -465442.093750 Penalty: 4116.198730
	Iteration 12F: 3 clusters Score -465442.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -465685.718750 Penalty: 4116.198730
	Iteration 13Q: 3 clusters Score -465685.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -465892.562500 Penalty: 4116.198730
	Iteration 14Q: 3 clusters Score -465892.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -466050.750000 Penalty: 4116.198730
	Iteration 15Q: 3 clusters Score -466050.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -466150.468750 Penalty: 4116.198730
	Iteration 16Q: 3 clusters Score -466150.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -466192.500000 Penalty: 4116.198730
	Iteration 17Q: 3 clusters Score -466192.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -466223.875000 Penalty: 4116.198730
	Iteration 18Q: 3 clusters Score -466223.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -466236.625000 Penalty: 4116.198730
	Iteration 19Q: 3 clusters Score -466236.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -466244.093750 Penalty: 4116.198730
	Iteration 20F: 3 clusters Score -466244.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -466246.812500 Penalty: 4116.198730
	Iteration 21Q: 3 clusters Score -466246.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -466248.781250 Penalty: 4116.198730
	Iteration 22Q: 3 clusters Score -466248.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -466251.125000 Penalty: 4116.198730
	Iteration 23Q: 3 clusters Score -466251.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -466252.781250 Penalty: 4116.198730
	Iteration 24Q: 3 clusters Score -466252.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -466255.093750 Penalty: 4116.198730
	Iteration 25Q: 3 clusters Score -466255.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -466256.031250 Penalty: 4116.198730
	Iteration 26Q: 3 clusters Score -466256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -466258.375000 Penalty: 4116.198730
	Iteration 27Q: 3 clusters Score -466258.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -466260.250000 Penalty: 4116.198730
	Iteration 28Q: 3 clusters Score -466260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -466260.656250 Penalty: 4116.198730
	Iteration 29Q: 3 clusters Score -466260.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -466260.656250 Penalty: 4116.198730
	Iteration 30F: 3 clusters Score -466260.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Entering Unmasked Estep 
Score: -908371.062500 Penalty: 2238.819580
	Iteration 0F: 2 clusters Score -908371.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -901711.625000 Penalty: 4477.639160
	Iteration 0F: 3 clusters Score -901711.6 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -903505.125000 Penalty: 4477.639160
	Iteration 1F: 3 clusters Score -903505.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -903815.687500 Penalty: 4477.639160
	Iteration 2F: 3 clusters Score -903815.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -904014.312500 Penalty: 4477.639160
	Iteration 3F: 3 clusters Score -904014.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -904172.937500 Penalty: 4477.639160
	Iteration 4Q: 3 clusters Score -904172.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -904312.062500 Penalty: 4477.639160
	Iteration 5Q: 3 clusters Score -904312.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -904464.250000 Penalty: 4477.639160
	Iteration 6Q: 3 clusters Score -904464.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -904623.875000 Penalty: 4477.639160
	Iteration 7Q: 3 clusters Score -904623.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -904803.500000 Penalty: 4477.639160
	Iteration 8Q: 3 clusters Score -904803.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -904951.750000 Penalty: 4477.639160
	Iteration 9Q: 3 clusters Score -904951.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -905076.687500 Penalty: 4477.639160
	Iteration 10Q: 3 clusters Score -905076.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -905201.500000 Penalty: 4477.639160
	Iteration 11Q: 3 clusters Score -905201.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -905333.500000 Penalty: 4477.639160
	Iteration 12Q: 3 clusters Score -905333.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -905461.437500 Penalty: 4477.639160
	Iteration 13Q: 3 clusters Score -905461.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -905580.562500 Penalty: 4477.639160
	Iteration 14Q: 3 clusters Score -905580.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -905676.125000 Penalty: 4477.639160
	Iteration 15Q: 3 clusters Score -905676.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -905753.000000 Penalty: 4477.639160
	Iteration 16Q: 3 clusters Score -905753 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -905825.312500 Penalty: 4477.639160
	Iteration 17Q: 3 clusters Score -905825.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -905893.250000 Penalty: 4477.639160
	Iteration 18Q: 3 clusters Score -905893.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -905953.500000 Penalty: 4477.639160
	Iteration 19Q: 3 clusters Score -905953.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -906011.375000 Penalty: 4477.639160
	Iteration 20F: 3 clusters Score -906011.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -906072.437500 Penalty: 4477.639160
	Iteration 21Q: 3 clusters Score -906072.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -906132.375000 Penalty: 4477.639160
	Iteration 22Q: 3 clusters Score -906132.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -906196.187500 Penalty: 4477.639160
	Iteration 23Q: 3 clusters Score -906196.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -906253.312500 Penalty: 4477.639160
	Iteration 24Q: 3 clusters Score -906253.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -906299.500000 Penalty: 4477.639160
	Iteration 25Q: 3 clusters Score -906299.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -906341.687500 Penalty: 4477.639160
	Iteration 26Q: 3 clusters Score -906341.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -906382.437500 Penalty: 4477.639160
	Iteration 27Q: 3 clusters Score -906382.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -906411.875000 Penalty: 4477.639160
	Iteration 28Q: 3 clusters Score -906411.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -906441.187500 Penalty: 4477.639160
	Iteration 29Q: 3 clusters Score -906441.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -906465.750000 Penalty: 4477.639160
	Iteration 30Q: 3 clusters Score -906465.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -906493.937500 Penalty: 4477.639160
	Iteration 31Q: 3 clusters Score -906493.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -906510.375000 Penalty: 4477.639160
	Iteration 32Q: 3 clusters Score -906510.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -906524.437500 Penalty: 4477.639160
	Iteration 33Q: 3 clusters Score -906524.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -906529.750000 Penalty: 4477.639160
	Iteration 34Q: 3 clusters Score -906529.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -906533.750000 Penalty: 4477.639160
	Iteration 35Q: 3 clusters Score -906533.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -906538.312500 Penalty: 4477.639160
	Iteration 36Q: 3 clusters Score -906538.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -906542.625000 Penalty: 4477.639160
	Iteration 37Q: 3 clusters Score -906542.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -906548.375000 Penalty: 4477.639160
	Iteration 38Q: 3 clusters Score -906548.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -906549.875000 Penalty: 4477.639160
	Iteration 39Q: 3 clusters Score -906549.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -906553.250000 Penalty: 4477.639160
	Iteration 40F: 3 clusters Score -906553.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -906555.062500 Penalty: 4477.639160
	Iteration 41Q: 3 clusters Score -906555.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -906555.750000 Penalty: 4477.639160
	Iteration 42Q: 3 clusters Score -906555.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -906556.312500 Penalty: 4477.639160
	Iteration 43Q: 3 clusters Score -906556.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -906559.812500 Penalty: 4477.639160
	Iteration 44Q: 3 clusters Score -906559.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -906560.750000 Penalty: 4477.639160
	Iteration 45Q: 3 clusters Score -906560.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -906562.562500 Penalty: 4477.639160
	Iteration 46Q: 3 clusters Score -906562.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -906568.812500 Penalty: 4477.639160
	Iteration 47Q: 3 clusters Score -906568.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -906572.500000 Penalty: 4477.639160
	Iteration 48Q: 3 clusters Score -906572.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -906576.312500 Penalty: 4477.639160
	Iteration 49Q: 3 clusters Score -906576.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -906579.812500 Penalty: 4477.639160
	Iteration 50Q: 3 clusters Score -906579.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -906580.250000 Penalty: 4477.639160
	Iteration 51Q: 3 clusters Score -906580.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -906584.312500 Penalty: 4477.639160
	Iteration 52Q: 3 clusters Score -906584.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -906589.312500 Penalty: 4477.639160
	Iteration 53Q: 3 clusters Score -906589.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -906591.937500 Penalty: 4477.639160
	Iteration 54Q: 3 clusters Score -906591.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -906594.000000 Penalty: 4477.639160
	Iteration 55Q: 3 clusters Score -906594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -906593.812500 Penalty: 4477.639160
	Iteration 56Q: 3 clusters Score -906593.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -906592.000000 Penalty: 4477.639160
	Iteration 57Q: 3 clusters Score -906592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -906592.125000 Penalty: 4477.639160
	Iteration 58Q: 3 clusters Score -906592.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -906595.375000 Penalty: 4477.639160
	Iteration 59Q: 3 clusters Score -906595.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -906597.437500 Penalty: 4477.639160
	Iteration 60F: 3 clusters Score -906597.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -906597.437500 Penalty: 4477.639160
	Iteration 61Q: 3 clusters Score -906597.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -906598.750000 Penalty: 4477.639160
	Iteration 62Q: 3 clusters Score -906598.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -906598.687500 Penalty: 4477.639160
	Iteration 63Q: 3 clusters Score -906598.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -906599.937500 Penalty: 4477.639160
	Iteration 64Q: 3 clusters Score -906599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -906599.562500 Penalty: 4477.639160
	Iteration 65Q: 3 clusters Score -906599.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -906600.062500 Penalty: 4477.639160
	Iteration 66Q: 3 clusters Score -906600.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -906600.875000 Penalty: 4477.639160
	Iteration 67Q: 3 clusters Score -906600.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -906602.250000 Penalty: 4477.639160
	Iteration 68Q: 3 clusters Score -906602.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -906600.187500 Penalty: 4477.639160
	Iteration 69Q: 3 clusters Score -906600.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -906600.187500 Penalty: 4477.639160
	Iteration 70F: 3 clusters Score -906600.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Entering Unmasked Estep 
Score: -291755.718750 Penalty: 1949.421631
	Iteration 0F: 2 clusters Score -291755.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -288783.156250 Penalty: 3898.843262
	Iteration 0F: 3 clusters Score -288783.2 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -289393.312500 Penalty: 3898.843262
	Iteration 1F: 3 clusters Score -289393.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -289579.656250 Penalty: 3898.843262
	Iteration 2F: 3 clusters Score -289579.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -289702.218750 Penalty: 3898.843262
	Iteration 3F: 3 clusters Score -289702.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -289798.843750 Penalty: 3898.843262
	Iteration 4Q: 3 clusters Score -289798.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -289859.000000 Penalty: 3898.843262
	Iteration 5Q: 3 clusters Score -289859 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -289913.375000 Penalty: 3898.843262
	Iteration 6Q: 3 clusters Score -289913.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -289955.562500 Penalty: 3898.843262
	Iteration 7Q: 3 clusters Score -289955.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -289998.031250 Penalty: 3898.843262
	Iteration 8Q: 3 clusters Score -289998 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -290043.375000 Penalty: 3898.843262
	Iteration 9Q: 3 clusters Score -290043.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -290083.062500 Penalty: 3898.843262
	Iteration 10Q: 3 clusters Score -290083.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -290122.781250 Penalty: 3898.843262
	Iteration 11Q: 3 clusters Score -290122.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -290157.000000 Penalty: 3898.843262
	Iteration 12Q: 3 clusters Score -290157 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -290180.312500 Penalty: 3898.843262
	Iteration 13Q: 3 clusters Score -290180.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -290203.593750 Penalty: 3898.843262
	Iteration 14Q: 3 clusters Score -290203.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -290226.968750 Penalty: 3898.843262
	Iteration 15Q: 3 clusters Score -290227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -290241.343750 Penalty: 3898.843262
	Iteration 16Q: 3 clusters Score -290241.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -290251.781250 Penalty: 3898.843262
	Iteration 17Q: 3 clusters Score -290251.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -290263.812500 Penalty: 3898.843262
	Iteration 18Q: 3 clusters Score -290263.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -290276.281250 Penalty: 3898.843262
	Iteration 19Q: 3 clusters Score -290276.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -290297.968750 Penalty: 3898.843262
	Iteration 20F: 3 clusters Score -290298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -290348.031250 Penalty: 3898.843262
	Iteration 21Q: 3 clusters Score -290348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -290369.781250 Penalty: 3898.843262
	Iteration 22Q: 3 clusters Score -290369.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -290387.437500 Penalty: 3898.843262
	Iteration 23Q: 3 clusters Score -290387.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -290399.343750 Penalty: 3898.843262
	Iteration 24Q: 3 clusters Score -290399.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -290406.187500 Penalty: 3898.843262
	Iteration 25Q: 3 clusters Score -290406.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -290410.687500 Penalty: 3898.843262
	Iteration 26Q: 3 clusters Score -290410.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -290412.406250 Penalty: 3898.843262
	Iteration 27Q: 3 clusters Score -290412.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -290414.406250 Penalty: 3898.843262
	Iteration 28Q: 3 clusters Score -290414.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -290416.812500 Penalty: 3898.843262
	Iteration 29Q: 3 clusters Score -290416.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -290420.468750 Penalty: 3898.843262
	Iteration 30Q: 3 clusters Score -290420.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -290426.968750 Penalty: 3898.843262
	Iteration 31Q: 3 clusters Score -290427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -290428.187500 Penalty: 3898.843262
	Iteration 32Q: 3 clusters Score -290428.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -290431.531250 Penalty: 3898.843262
	Iteration 33Q: 3 clusters Score -290431.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -290432.093750 Penalty: 3898.843262
	Iteration 34Q: 3 clusters Score -290432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -290434.093750 Penalty: 3898.843262
	Iteration 35Q: 3 clusters Score -290434.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -290435.375000 Penalty: 3898.843262
	Iteration 36Q: 3 clusters Score -290435.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -290436.281250 Penalty: 3898.843262
	Iteration 37Q: 3 clusters Score -290436.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -290436.218750 Penalty: 3898.843262
	Iteration 38Q: 3 clusters Score -290436.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -290436.437500 Penalty: 3898.843262
	Iteration 39Q: 3 clusters Score -290436.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -290437.156250 Penalty: 3898.843262
	Iteration 40F: 3 clusters Score -290437.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -290439.906250 Penalty: 3898.843262
	Iteration 41Q: 3 clusters Score -290439.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -290439.906250 Penalty: 3898.843262
	Iteration 42F: 3 clusters Score -290439.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (196131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196131 members 
Entering Unmasked Estep 
Score: -24514000.000000 Penalty: 3022.261475
	Iteration 0F: 2 clusters Score -2.4514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97968 members 
Mstep: Class 2 contains 98163 members 
Entering Unmasked Estep 
Score: -24387862.000000 Penalty: 6044.522949
	Iteration 0F: 3 clusters Score -2.438786e+07 nChanged 94459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95801 members 
Mstep: Class 2 contains 100330 members 
Entering Unmasked Estep 
Score: -24444736.000000 Penalty: 6044.522949
	Iteration 1F: 3 clusters Score -2.444474e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94085 members 
Mstep: Class 2 contains 102046 members 
Entering Unmasked Estep 
Score: -24446750.000000 Penalty: 6044.522949
	Iteration 2Q: 3 clusters Score -2.444675e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91394 members 
Mstep: Class 2 contains 104737 members 
Entering Unmasked Estep 
Score: -24449474.000000 Penalty: 6044.522949
	Iteration 3Q: 3 clusters Score -2.444947e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87379 members 
Mstep: Class 2 contains 108752 members 
Entering Unmasked Estep 
Score: -24453122.000000 Penalty: 6044.522949
	Iteration 4Q: 3 clusters Score -2.445312e+07 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81840 members 
Mstep: Class 2 contains 114291 members 
Entering Unmasked Estep 
Score: -24457982.000000 Penalty: 6044.522949
	Iteration 5F: 3 clusters Score -2.445798e+07 nChanged 11270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74578 members 
Mstep: Class 2 contains 121553 members 
Entering Unmasked Estep 
Score: -24464306.000000 Penalty: 6044.522949
	Iteration 6F: 3 clusters Score -2.446431e+07 nChanged 12090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66044 members 
Mstep: Class 2 contains 130087 members 
Entering Unmasked Estep 
Score: -24472544.000000 Penalty: 6044.522949
	Iteration 7F: 3 clusters Score -2.447254e+07 nChanged 12146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57602 members 
Mstep: Class 2 contains 138529 members 
Entering Unmasked Estep 
Score: -24483000.000000 Penalty: 6044.522949
	Iteration 8F: 3 clusters Score -2.4483e+07 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 145029 members 
Entering Unmasked Estep 
Score: -24493916.000000 Penalty: 6044.522949
	Iteration 9F: 3 clusters Score -2.449392e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 148702 members 
Entering Unmasked Estep 
Score: -24502730.000000 Penalty: 6044.522949
	Iteration 10Q: 3 clusters Score -2.450273e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 150485 members 
Entering Unmasked Estep 
Score: -24506674.000000 Penalty: 6044.522949
	Iteration 11Q: 3 clusters Score -2.450667e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 151570 members 
Entering Unmasked Estep 
Score: -24508518.000000 Penalty: 6044.522949
	Iteration 12Q: 3 clusters Score -2.450852e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 152273 members 
Entering Unmasked Estep 
Score: -24509380.000000 Penalty: 6044.522949
	Iteration 13Q: 3 clusters Score -2.450938e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 152862 members 
Entering Unmasked Estep 
Score: -24510020.000000 Penalty: 6044.522949
	Iteration 14Q: 3 clusters Score -2.451002e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 153348 members 
Entering Unmasked Estep 
Score: -24510438.000000 Penalty: 6044.522949
	Iteration 15Q: 3 clusters Score -2.451044e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 153850 members 
Entering Unmasked Estep 
Score: -24510896.000000 Penalty: 6044.522949
	Iteration 16Q: 3 clusters Score -2.45109e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 154373 members 
Entering Unmasked Estep 
Score: -24511182.000000 Penalty: 6044.522949
	Iteration 17Q: 3 clusters Score -2.451118e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 154847 members 
Entering Unmasked Estep 
Score: -24511262.000000 Penalty: 6044.522949
	Iteration 18Q: 3 clusters Score -2.451126e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 155294 members 
Entering Unmasked Estep 
Score: -24511296.000000 Penalty: 6044.522949
	Iteration 19Q: 3 clusters Score -2.45113e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 155773 members 
Entering Unmasked Estep 
Score: -24511438.000000 Penalty: 6044.522949
	Iteration 20F: 3 clusters Score -2.451144e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 156268 members 
Entering Unmasked Estep 
Score: -24511504.000000 Penalty: 6044.522949
	Iteration 21Q: 3 clusters Score -2.45115e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 156772 members 
Entering Unmasked Estep 
Score: -24511566.000000 Penalty: 6044.522949
	Iteration 22Q: 3 clusters Score -2.451157e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 157267 members 
Entering Unmasked Estep 
Score: -24511642.000000 Penalty: 6044.522949
	Iteration 23Q: 3 clusters Score -2.451164e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 157722 members 
Entering Unmasked Estep 
Score: -24511682.000000 Penalty: 6044.522949
	Iteration 24Q: 3 clusters Score -2.451168e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 158180 members 
Entering Unmasked Estep 
Score: -24511708.000000 Penalty: 6044.522949
	Iteration 25Q: 3 clusters Score -2.451171e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 158656 members 
Entering Unmasked Estep 
Score: -24511754.000000 Penalty: 6044.522949
	Iteration 26Q: 3 clusters Score -2.451175e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 159098 members 
Entering Unmasked Estep 
Score: -24511834.000000 Penalty: 6044.522949
	Iteration 27Q: 3 clusters Score -2.451183e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 159579 members 
Entering Unmasked Estep 
Score: -24511956.000000 Penalty: 6044.522949
	Iteration 28Q: 3 clusters Score -2.451196e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 160043 members 
Entering Unmasked Estep 
Score: -24511986.000000 Penalty: 6044.522949
	Iteration 29Q: 3 clusters Score -2.451199e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 160506 members 
Entering Unmasked Estep 
Score: -24512060.000000 Penalty: 6044.522949
	Iteration 30Q: 3 clusters Score -2.451206e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 160984 members 
Entering Unmasked Estep 
Score: -24511974.000000 Penalty: 6044.522949
	Iteration 31Q: 3 clusters Score -2.451197e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 161455 members 
Entering Unmasked Estep 
Score: -24511974.000000 Penalty: 6044.522949
	Iteration 32Q: 3 clusters Score -2.451197e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 161913 members 
Entering Unmasked Estep 
Score: -24511998.000000 Penalty: 6044.522949
	Iteration 33Q: 3 clusters Score -2.4512e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 162346 members 
Entering Unmasked Estep 
Score: -24511976.000000 Penalty: 6044.522949
	Iteration 34Q: 3 clusters Score -2.451198e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 162737 members 
Entering Unmasked Estep 
Score: -24511960.000000 Penalty: 6044.522949
	Iteration 35Q: 3 clusters Score -2.451196e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 163085 members 
Entering Unmasked Estep 
Score: -24511930.000000 Penalty: 6044.522949
	Iteration 36Q: 3 clusters Score -2.451193e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 163386 members 
Entering Unmasked Estep 
Score: -24512084.000000 Penalty: 6044.522949
	Iteration 37Q: 3 clusters Score -2.451208e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 163694 members 
Entering Unmasked Estep 
Score: -24512086.000000 Penalty: 6044.522949
	Iteration 38Q: 3 clusters Score -2.451209e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 164018 members 
Entering Unmasked Estep 
Score: -24512116.000000 Penalty: 6044.522949
	Iteration 39Q: 3 clusters Score -2.451212e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 164302 members 
Entering Unmasked Estep 
Score: -24512118.000000 Penalty: 6044.522949
	Iteration 40F: 3 clusters Score -2.451212e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 164575 members 
Entering Unmasked Estep 
Score: -24512148.000000 Penalty: 6044.522949
	Iteration 41Q: 3 clusters Score -2.451215e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 164842 members 
Entering Unmasked Estep 
Score: -24512170.000000 Penalty: 6044.522949
	Iteration 42Q: 3 clusters Score -2.451217e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 165076 members 
Entering Unmasked Estep 
Score: -24512206.000000 Penalty: 6044.522949
	Iteration 43Q: 3 clusters Score -2.451221e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 165314 members 
Entering Unmasked Estep 
Score: -24512194.000000 Penalty: 6044.522949
	Iteration 44Q: 3 clusters Score -2.451219e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 165551 members 
Entering Unmasked Estep 
Score: -24512240.000000 Penalty: 6044.522949
	Iteration 45Q: 3 clusters Score -2.451224e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 165777 members 
Entering Unmasked Estep 
Score: -24512270.000000 Penalty: 6044.522949
	Iteration 46Q: 3 clusters Score -2.451227e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 165974 members 
Entering Unmasked Estep 
Score: -24512226.000000 Penalty: 6044.522949
	Iteration 47Q: 3 clusters Score -2.451223e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 166176 members 
Entering Unmasked Estep 
Score: -24512334.000000 Penalty: 6044.522949
	Iteration 48Q: 3 clusters Score -2.451233e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 166379 members 
Entering Unmasked Estep 
Score: -24512312.000000 Penalty: 6044.522949
	Iteration 49Q: 3 clusters Score -2.451231e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 166572 members 
Entering Unmasked Estep 
Score: -24512370.000000 Penalty: 6044.522949
	Iteration 50Q: 3 clusters Score -2.451237e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 166762 members 
Entering Unmasked Estep 
Score: -24512340.000000 Penalty: 6044.522949
	Iteration 51Q: 3 clusters Score -2.451234e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 166944 members 
Entering Unmasked Estep 
Score: -24512288.000000 Penalty: 6044.522949
	Iteration 52Q: 3 clusters Score -2.451229e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 167124 members 
Entering Unmasked Estep 
Score: -24512256.000000 Penalty: 6044.522949
	Iteration 53Q: 3 clusters Score -2.451226e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 167292 members 
Entering Unmasked Estep 
Score: -24512216.000000 Penalty: 6044.522949
	Iteration 54Q: 3 clusters Score -2.451222e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 167460 members 
Entering Unmasked Estep 
Score: -24512256.000000 Penalty: 6044.522949
	Iteration 55Q: 3 clusters Score -2.451226e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 167637 members 
Entering Unmasked Estep 
Score: -24512244.000000 Penalty: 6044.522949
	Iteration 56Q: 3 clusters Score -2.451224e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 167841 members 
Entering Unmasked Estep 
Score: -24512238.000000 Penalty: 6044.522949
	Iteration 57Q: 3 clusters Score -2.451224e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 168050 members 
Entering Unmasked Estep 
Score: -24512174.000000 Penalty: 6044.522949
	Iteration 58Q: 3 clusters Score -2.451217e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 168252 members 
Entering Unmasked Estep 
Score: -24512232.000000 Penalty: 6044.522949
	Iteration 59Q: 3 clusters Score -2.451223e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 168449 members 
Entering Unmasked Estep 
Score: -24512192.000000 Penalty: 6044.522949
	Iteration 60F: 3 clusters Score -2.451219e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 168657 members 
Entering Unmasked Estep 
Score: -24512156.000000 Penalty: 6044.522949
	Iteration 61Q: 3 clusters Score -2.451216e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 168850 members 
Entering Unmasked Estep 
Score: -24512224.000000 Penalty: 6044.522949
	Iteration 62Q: 3 clusters Score -2.451222e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 169047 members 
Entering Unmasked Estep 
Score: -24512268.000000 Penalty: 6044.522949
	Iteration 63Q: 3 clusters Score -2.451227e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 169238 members 
Entering Unmasked Estep 
Score: -24512258.000000 Penalty: 6044.522949
	Iteration 64Q: 3 clusters Score -2.451226e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 169425 members 
Entering Unmasked Estep 
Score: -24512218.000000 Penalty: 6044.522949
	Iteration 65Q: 3 clusters Score -2.451222e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 169607 members 
Entering Unmasked Estep 
Score: -24512170.000000 Penalty: 6044.522949
	Iteration 66Q: 3 clusters Score -2.451217e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 169781 members 
Entering Unmasked Estep 
Score: -24512226.000000 Penalty: 6044.522949
	Iteration 67Q: 3 clusters Score -2.451223e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 169968 members 
Entering Unmasked Estep 
Score: -24512166.000000 Penalty: 6044.522949
	Iteration 68Q: 3 clusters Score -2.451217e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 170149 members 
Entering Unmasked Estep 
Score: -24512156.000000 Penalty: 6044.522949
	Iteration 69Q: 3 clusters Score -2.451216e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 170319 members 
Entering Unmasked Estep 
Score: -24512128.000000 Penalty: 6044.522949
	Iteration 70Q: 3 clusters Score -2.451213e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 170483 members 
Entering Unmasked Estep 
Score: -24512170.000000 Penalty: 6044.522949
	Iteration 71Q: 3 clusters Score -2.451217e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 170650 members 
Entering Unmasked Estep 
Score: -24512156.000000 Penalty: 6044.522949
	Iteration 72Q: 3 clusters Score -2.451216e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 170830 members 
Entering Unmasked Estep 
Score: -24512126.000000 Penalty: 6044.522949
	Iteration 73Q: 3 clusters Score -2.451213e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 171009 members 
Entering Unmasked Estep 
Score: -24512082.000000 Penalty: 6044.522949
	Iteration 74Q: 3 clusters Score -2.451208e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 171171 members 
Entering Unmasked Estep 
Score: -24512066.000000 Penalty: 6044.522949
	Iteration 75Q: 3 clusters Score -2.451207e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 171321 members 
Entering Unmasked Estep 
Score: -24512090.000000 Penalty: 6044.522949
	Iteration 76Q: 3 clusters Score -2.451209e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 171475 members 
Entering Unmasked Estep 
Score: -24512090.000000 Penalty: 6044.522949
	Iteration 77Q: 3 clusters Score -2.451209e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 171622 members 
Entering Unmasked Estep 
Score: -24512080.000000 Penalty: 6044.522949
	Iteration 78Q: 3 clusters Score -2.451208e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 171778 members 
Entering Unmasked Estep 
Score: -24512122.000000 Penalty: 6044.522949
	Iteration 79Q: 3 clusters Score -2.451212e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 171924 members 
Entering Unmasked Estep 
Score: -24512168.000000 Penalty: 6044.522949
	Iteration 80F: 3 clusters Score -2.451217e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 172077 members 
Entering Unmasked Estep 
Score: -24512148.000000 Penalty: 6044.522949
	Iteration 81Q: 3 clusters Score -2.451215e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 172224 members 
Entering Unmasked Estep 
Score: -24512098.000000 Penalty: 6044.522949
	Iteration 82Q: 3 clusters Score -2.45121e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 172360 members 
Entering Unmasked Estep 
Score: -24512098.000000 Penalty: 6044.522949
	Iteration 83Q: 3 clusters Score -2.45121e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 172488 members 
Entering Unmasked Estep 
Score: -24512132.000000 Penalty: 6044.522949
	Iteration 84Q: 3 clusters Score -2.451213e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 172610 members 
Entering Unmasked Estep 
Score: -24512126.000000 Penalty: 6044.522949
	Iteration 85Q: 3 clusters Score -2.451213e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 172732 members 
Entering Unmasked Estep 
Score: -24512136.000000 Penalty: 6044.522949
	Iteration 86Q: 3 clusters Score -2.451214e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 172835 members 
Entering Unmasked Estep 
Score: -24512136.000000 Penalty: 6044.522949
	Iteration 87Q: 3 clusters Score -2.451214e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 172954 members 
Entering Unmasked Estep 
Score: -24512146.000000 Penalty: 6044.522949
	Iteration 88Q: 3 clusters Score -2.451215e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 173071 members 
Entering Unmasked Estep 
Score: -24512114.000000 Penalty: 6044.522949
	Iteration 89Q: 3 clusters Score -2.451211e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 173157 members 
Entering Unmasked Estep 
Score: -24512154.000000 Penalty: 6044.522949
	Iteration 90Q: 3 clusters Score -2.451215e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 173239 members 
Entering Unmasked Estep 
Score: -24512116.000000 Penalty: 6044.522949
	Iteration 91Q: 3 clusters Score -2.451212e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 173325 members 
Entering Unmasked Estep 
Score: -24512112.000000 Penalty: 6044.522949
	Iteration 92Q: 3 clusters Score -2.451211e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 173429 members 
Entering Unmasked Estep 
Score: -24512100.000000 Penalty: 6044.522949
	Iteration 93Q: 3 clusters Score -2.45121e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 173533 members 
Entering Unmasked Estep 
Score: -24512102.000000 Penalty: 6044.522949
	Iteration 94Q: 3 clusters Score -2.45121e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 173633 members 
Entering Unmasked Estep 
Score: -24512118.000000 Penalty: 6044.522949
	Iteration 95Q: 3 clusters Score -2.451212e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 173715 members 
Entering Unmasked Estep 
Score: -24512126.000000 Penalty: 6044.522949
	Iteration 96Q: 3 clusters Score -2.451213e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 173788 members 
Entering Unmasked Estep 
Score: -24512140.000000 Penalty: 6044.522949
	Iteration 97Q: 3 clusters Score -2.451214e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 173860 members 
Entering Unmasked Estep 
Score: -24512132.000000 Penalty: 6044.522949
	Iteration 98Q: 3 clusters Score -2.451213e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 173925 members 
Entering Unmasked Estep 
Score: -24512122.000000 Penalty: 6044.522949
	Iteration 99Q: 3 clusters Score -2.451212e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 173991 members 
Entering Unmasked Estep 
Score: -24512096.000000 Penalty: 6044.522949
	Iteration 100F: 3 clusters Score -2.45121e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 174064 members 
Entering Unmasked Estep 
Score: -24512112.000000 Penalty: 6044.522949
	Iteration 101Q: 3 clusters Score -2.451211e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 174129 members 
Entering Unmasked Estep 
Score: -24512102.000000 Penalty: 6044.522949
	Iteration 102Q: 3 clusters Score -2.45121e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 174186 members 
Entering Unmasked Estep 
Score: -24512098.000000 Penalty: 6044.522949
	Iteration 103Q: 3 clusters Score -2.45121e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 174255 members 
Entering Unmasked Estep 
Score: -24512104.000000 Penalty: 6044.522949
	Iteration 104Q: 3 clusters Score -2.45121e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 174326 members 
Entering Unmasked Estep 
Score: -24512136.000000 Penalty: 6044.522949
	Iteration 105Q: 3 clusters Score -2.451214e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 174399 members 
Entering Unmasked Estep 
Score: -24512124.000000 Penalty: 6044.522949
	Iteration 106Q: 3 clusters Score -2.451212e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 174471 members 
Entering Unmasked Estep 
Score: -24512138.000000 Penalty: 6044.522949
	Iteration 107Q: 3 clusters Score -2.451214e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 174552 members 
Entering Unmasked Estep 
Score: -24512138.000000 Penalty: 6044.522949
	Iteration 108Q: 3 clusters Score -2.451214e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 174632 members 
Entering Unmasked Estep 
Score: -24512130.000000 Penalty: 6044.522949
	Iteration 109Q: 3 clusters Score -2.451213e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 174703 members 
Entering Unmasked Estep 
Score: -24512106.000000 Penalty: 6044.522949
	Iteration 110Q: 3 clusters Score -2.451211e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 174773 members 
Entering Unmasked Estep 
Score: -24512120.000000 Penalty: 6044.522949
	Iteration 111Q: 3 clusters Score -2.451212e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 174839 members 
Entering Unmasked Estep 
Score: -24512092.000000 Penalty: 6044.522949
	Iteration 112Q: 3 clusters Score -2.451209e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 174908 members 
Entering Unmasked Estep 
Score: -24512086.000000 Penalty: 6044.522949
	Iteration 113Q: 3 clusters Score -2.451209e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 174976 members 
Entering Unmasked Estep 
Score: -24512086.000000 Penalty: 6044.522949
	Iteration 114Q: 3 clusters Score -2.451209e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 175043 members 
Entering Unmasked Estep 
Score: -24512092.000000 Penalty: 6044.522949
	Iteration 115Q: 3 clusters Score -2.451209e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 175100 members 
Entering Unmasked Estep 
Score: -24512050.000000 Penalty: 6044.522949
	Iteration 116Q: 3 clusters Score -2.451205e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 175168 members 
Entering Unmasked Estep 
Score: -24512042.000000 Penalty: 6044.522949
	Iteration 117Q: 3 clusters Score -2.451204e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 175238 members 
Entering Unmasked Estep 
Score: -24512044.000000 Penalty: 6044.522949
	Iteration 118Q: 3 clusters Score -2.451204e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 175287 members 
Entering Unmasked Estep 
Score: -24512052.000000 Penalty: 6044.522949
	Iteration 119Q: 3 clusters Score -2.451205e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 175330 members 
Entering Unmasked Estep 
Score: -24512016.000000 Penalty: 6044.522949
	Iteration 120F: 3 clusters Score -2.451202e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 175375 members 
Entering Unmasked Estep 
Score: -24512000.000000 Penalty: 6044.522949
	Iteration 121Q: 3 clusters Score -2.4512e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 175422 members 
Entering Unmasked Estep 
Score: -24511972.000000 Penalty: 6044.522949
	Iteration 122Q: 3 clusters Score -2.451197e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 175476 members 
Entering Unmasked Estep 
Score: -24511994.000000 Penalty: 6044.522949
	Iteration 123Q: 3 clusters Score -2.451199e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 175533 members 
Entering Unmasked Estep 
Score: -24511986.000000 Penalty: 6044.522949
	Iteration 124Q: 3 clusters Score -2.451199e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 175609 members 
Entering Unmasked Estep 
Score: -24512012.000000 Penalty: 6044.522949
	Iteration 125Q: 3 clusters Score -2.451201e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 175675 members 
Entering Unmasked Estep 
Score: -24512028.000000 Penalty: 6044.522949
	Iteration 126Q: 3 clusters Score -2.451203e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 175743 members 
Entering Unmasked Estep 
Score: -24512004.000000 Penalty: 6044.522949
	Iteration 127Q: 3 clusters Score -2.4512e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 175796 members 
Entering Unmasked Estep 
Score: -24512010.000000 Penalty: 6044.522949
	Iteration 128Q: 3 clusters Score -2.451201e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 175851 members 
Entering Unmasked Estep 
Score: -24511998.000000 Penalty: 6044.522949
	Iteration 129Q: 3 clusters Score -2.4512e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 175903 members 
Entering Unmasked Estep 
Score: -24512002.000000 Penalty: 6044.522949
	Iteration 130Q: 3 clusters Score -2.4512e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 175951 members 
Entering Unmasked Estep 
Score: -24512006.000000 Penalty: 6044.522949
	Iteration 131Q: 3 clusters Score -2.451201e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 176001 members 
Entering Unmasked Estep 
Score: -24511974.000000 Penalty: 6044.522949
	Iteration 132Q: 3 clusters Score -2.451197e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 176053 members 
Entering Unmasked Estep 
Score: -24511980.000000 Penalty: 6044.522949
	Iteration 133Q: 3 clusters Score -2.451198e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 176109 members 
Entering Unmasked Estep 
Score: -24511976.000000 Penalty: 6044.522949
	Iteration 134Q: 3 clusters Score -2.451198e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 176167 members 
Entering Unmasked Estep 
Score: -24511992.000000 Penalty: 6044.522949
	Iteration 135Q: 3 clusters Score -2.451199e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 176220 members 
Entering Unmasked Estep 
Score: -24512020.000000 Penalty: 6044.522949
	Iteration 136Q: 3 clusters Score -2.451202e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 176266 members 
Entering Unmasked Estep 
Score: -24511994.000000 Penalty: 6044.522949
	Iteration 137Q: 3 clusters Score -2.451199e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 176314 members 
Entering Unmasked Estep 
Score: -24511974.000000 Penalty: 6044.522949
	Iteration 138Q: 3 clusters Score -2.451197e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 176363 members 
Entering Unmasked Estep 
Score: -24511968.000000 Penalty: 6044.522949
	Iteration 139Q: 3 clusters Score -2.451197e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 176413 members 
Entering Unmasked Estep 
Score: -24511948.000000 Penalty: 6044.522949
	Iteration 140F: 3 clusters Score -2.451195e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 176450 members 
Entering Unmasked Estep 
Score: -24511924.000000 Penalty: 6044.522949
	Iteration 141Q: 3 clusters Score -2.451192e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 176493 members 
Entering Unmasked Estep 
Score: -24511932.000000 Penalty: 6044.522949
	Iteration 142Q: 3 clusters Score -2.451193e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 176536 members 
Entering Unmasked Estep 
Score: -24511938.000000 Penalty: 6044.522949
	Iteration 143Q: 3 clusters Score -2.451194e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 176577 members 
Entering Unmasked Estep 
Score: -24511938.000000 Penalty: 6044.522949
	Iteration 144Q: 3 clusters Score -2.451194e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 176616 members 
Entering Unmasked Estep 
Score: -24511960.000000 Penalty: 6044.522949
	Iteration 145Q: 3 clusters Score -2.451196e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 176648 members 
Entering Unmasked Estep 
Score: -24511928.000000 Penalty: 6044.522949
	Iteration 146Q: 3 clusters Score -2.451193e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 176669 members 
Entering Unmasked Estep 
Score: -24511928.000000 Penalty: 6044.522949
	Iteration 147Q: 3 clusters Score -2.451193e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 176695 members 
Entering Unmasked Estep 
Score: -24511928.000000 Penalty: 6044.522949
	Iteration 148Q: 3 clusters Score -2.451193e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 176724 members 
Entering Unmasked Estep 
Score: -24511914.000000 Penalty: 6044.522949
	Iteration 149Q: 3 clusters Score -2.451191e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 176761 members 
Entering Unmasked Estep 
Score: -24511922.000000 Penalty: 6044.522949
	Iteration 150Q: 3 clusters Score -2.451192e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 176807 members 
Entering Unmasked Estep 
Score: -24511936.000000 Penalty: 6044.522949
	Iteration 151Q: 3 clusters Score -2.451194e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 176858 members 
Entering Unmasked Estep 
Score: -24511924.000000 Penalty: 6044.522949
	Iteration 152Q: 3 clusters Score -2.451192e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 176917 members 
Entering Unmasked Estep 
Score: -24511920.000000 Penalty: 6044.522949
	Iteration 153Q: 3 clusters Score -2.451192e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 176966 members 
Entering Unmasked Estep 
Score: -24511952.000000 Penalty: 6044.522949
	Iteration 154Q: 3 clusters Score -2.451195e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 177008 members 
Entering Unmasked Estep 
Score: -24511918.000000 Penalty: 6044.522949
	Iteration 155Q: 3 clusters Score -2.451192e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 177045 members 
Entering Unmasked Estep 
Score: -24511898.000000 Penalty: 6044.522949
	Iteration 156Q: 3 clusters Score -2.45119e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 177086 members 
Entering Unmasked Estep 
Score: -24511862.000000 Penalty: 6044.522949
	Iteration 157Q: 3 clusters Score -2.451186e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 177124 members 
Entering Unmasked Estep 
Score: -24511866.000000 Penalty: 6044.522949
	Iteration 158Q: 3 clusters Score -2.451187e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 177170 members 
Entering Unmasked Estep 
Score: -24511878.000000 Penalty: 6044.522949
	Iteration 159Q: 3 clusters Score -2.451188e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 177218 members 
Entering Unmasked Estep 
Score: -24511894.000000 Penalty: 6044.522949
	Iteration 160F: 3 clusters Score -2.451189e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 177261 members 
Entering Unmasked Estep 
Score: -24511908.000000 Penalty: 6044.522949
	Iteration 161Q: 3 clusters Score -2.451191e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 177308 members 
Entering Unmasked Estep 
Score: -24511868.000000 Penalty: 6044.522949
	Iteration 162Q: 3 clusters Score -2.451187e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 177346 members 
Entering Unmasked Estep 
Score: -24511868.000000 Penalty: 6044.522949
	Iteration 163Q: 3 clusters Score -2.451187e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 177380 members 
Entering Unmasked Estep 
Score: -24511838.000000 Penalty: 6044.522949
	Iteration 164Q: 3 clusters Score -2.451184e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 177409 members 
Entering Unmasked Estep 
Score: -24511874.000000 Penalty: 6044.522949
	Iteration 165Q: 3 clusters Score -2.451187e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 177442 members 
Entering Unmasked Estep 
Score: -24511886.000000 Penalty: 6044.522949
	Iteration 166Q: 3 clusters Score -2.451189e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 177476 members 
Entering Unmasked Estep 
Score: -24511872.000000 Penalty: 6044.522949
	Iteration 167Q: 3 clusters Score -2.451187e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 177509 members 
Entering Unmasked Estep 
Score: -24511844.000000 Penalty: 6044.522949
	Iteration 168Q: 3 clusters Score -2.451184e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 177554 members 
Entering Unmasked Estep 
Score: -24511836.000000 Penalty: 6044.522949
	Iteration 169Q: 3 clusters Score -2.451184e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 177595 members 
Entering Unmasked Estep 
Score: -24511816.000000 Penalty: 6044.522949
	Iteration 170Q: 3 clusters Score -2.451182e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 177625 members 
Entering Unmasked Estep 
Score: -24511808.000000 Penalty: 6044.522949
	Iteration 171Q: 3 clusters Score -2.451181e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 177660 members 
Entering Unmasked Estep 
Score: -24511822.000000 Penalty: 6044.522949
	Iteration 172Q: 3 clusters Score -2.451182e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 177690 members 
Entering Unmasked Estep 
Score: -24511808.000000 Penalty: 6044.522949
	Iteration 173Q: 3 clusters Score -2.451181e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 177726 members 
Entering Unmasked Estep 
Score: -24511792.000000 Penalty: 6044.522949
	Iteration 174Q: 3 clusters Score -2.451179e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 177761 members 
Entering Unmasked Estep 
Score: -24511778.000000 Penalty: 6044.522949
	Iteration 175Q: 3 clusters Score -2.451178e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 177790 members 
Entering Unmasked Estep 
Score: -24511790.000000 Penalty: 6044.522949
	Iteration 176Q: 3 clusters Score -2.451179e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 177816 members 
Entering Unmasked Estep 
Score: -24511818.000000 Penalty: 6044.522949
	Iteration 177Q: 3 clusters Score -2.451182e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 177846 members 
Entering Unmasked Estep 
Score: -24511808.000000 Penalty: 6044.522949
	Iteration 178Q: 3 clusters Score -2.451181e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 177881 members 
Entering Unmasked Estep 
Score: -24511818.000000 Penalty: 6044.522949
	Iteration 179Q: 3 clusters Score -2.451182e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 177897 members 
Entering Unmasked Estep 
Score: -24511836.000000 Penalty: 6044.522949
	Iteration 180F: 3 clusters Score -2.451184e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 177920 members 
Entering Unmasked Estep 
Score: -24511812.000000 Penalty: 6044.522949
	Iteration 181Q: 3 clusters Score -2.451181e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 177946 members 
Entering Unmasked Estep 
Score: -24511834.000000 Penalty: 6044.522949
	Iteration 182Q: 3 clusters Score -2.451183e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 177971 members 
Entering Unmasked Estep 
Score: -24511852.000000 Penalty: 6044.522949
	Iteration 183Q: 3 clusters Score -2.451185e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 177989 members 
Entering Unmasked Estep 
Score: -24511844.000000 Penalty: 6044.522949
	Iteration 184Q: 3 clusters Score -2.451184e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 178006 members 
Entering Unmasked Estep 
Score: -24511848.000000 Penalty: 6044.522949
	Iteration 185Q: 3 clusters Score -2.451185e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 178021 members 
Entering Unmasked Estep 
Score: -24511858.000000 Penalty: 6044.522949
	Iteration 186Q: 3 clusters Score -2.451186e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 178042 members 
Entering Unmasked Estep 
Score: -24511872.000000 Penalty: 6044.522949
	Iteration 187Q: 3 clusters Score -2.451187e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 178071 members 
Entering Unmasked Estep 
Score: -24511886.000000 Penalty: 6044.522949
	Iteration 188Q: 3 clusters Score -2.451189e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 178111 members 
Entering Unmasked Estep 
Score: -24511860.000000 Penalty: 6044.522949
	Iteration 189Q: 3 clusters Score -2.451186e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 178156 members 
Entering Unmasked Estep 
Score: -24511856.000000 Penalty: 6044.522949
	Iteration 190Q: 3 clusters Score -2.451186e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 178204 members 
Entering Unmasked Estep 
Score: -24511824.000000 Penalty: 6044.522949
	Iteration 191Q: 3 clusters Score -2.451182e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 178239 members 
Entering Unmasked Estep 
Score: -24511820.000000 Penalty: 6044.522949
	Iteration 192Q: 3 clusters Score -2.451182e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 178272 members 
Entering Unmasked Estep 
Score: -24511792.000000 Penalty: 6044.522949
	Iteration 193Q: 3 clusters Score -2.451179e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 178308 members 
Entering Unmasked Estep 
Score: -24511832.000000 Penalty: 6044.522949
	Iteration 194Q: 3 clusters Score -2.451183e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 178356 members 
Entering Unmasked Estep 
Score: -24511828.000000 Penalty: 6044.522949
	Iteration 195Q: 3 clusters Score -2.451183e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 178410 members 
Entering Unmasked Estep 
Score: -24511862.000000 Penalty: 6044.522949
	Iteration 196Q: 3 clusters Score -2.451186e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 178466 members 
Entering Unmasked Estep 
Score: -24511846.000000 Penalty: 6044.522949
	Iteration 197Q: 3 clusters Score -2.451185e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 178530 members 
Entering Unmasked Estep 
Score: -24511852.000000 Penalty: 6044.522949
	Iteration 198Q: 3 clusters Score -2.451185e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 178592 members 
Entering Unmasked Estep 
Score: -24511816.000000 Penalty: 6044.522949
	Iteration 199Q: 3 clusters Score -2.451182e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 178632 members 
Entering Unmasked Estep 
Score: -24511816.000000 Penalty: 6044.522949
	Iteration 200F: 3 clusters Score -2.451182e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 178663 members 
Entering Unmasked Estep 
Score: -24511818.000000 Penalty: 6044.522949
	Iteration 201Q: 3 clusters Score -2.451182e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 178703 members 
Entering Unmasked Estep 
Score: -24511840.000000 Penalty: 6044.522949
	Iteration 202Q: 3 clusters Score -2.451184e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 178734 members 
Entering Unmasked Estep 
Score: -24511820.000000 Penalty: 6044.522949
	Iteration 203Q: 3 clusters Score -2.451182e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 178764 members 
Entering Unmasked Estep 
Score: -24511826.000000 Penalty: 6044.522949
	Iteration 204Q: 3 clusters Score -2.451183e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 178801 members 
Entering Unmasked Estep 
Score: -24511820.000000 Penalty: 6044.522949
	Iteration 205Q: 3 clusters Score -2.451182e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 178836 members 
Entering Unmasked Estep 
Score: -24511810.000000 Penalty: 6044.522949
	Iteration 206Q: 3 clusters Score -2.451181e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 178874 members 
Entering Unmasked Estep 
Score: -24511802.000000 Penalty: 6044.522949
	Iteration 207Q: 3 clusters Score -2.45118e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 178896 members 
Entering Unmasked Estep 
Score: -24511810.000000 Penalty: 6044.522949
	Iteration 208Q: 3 clusters Score -2.451181e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 178915 members 
Entering Unmasked Estep 
Score: -24511812.000000 Penalty: 6044.522949
	Iteration 209Q: 3 clusters Score -2.451181e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 178931 members 
Entering Unmasked Estep 
Score: -24511816.000000 Penalty: 6044.522949
	Iteration 210Q: 3 clusters Score -2.451182e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 178948 members 
Entering Unmasked Estep 
Score: -24511808.000000 Penalty: 6044.522949
	Iteration 211Q: 3 clusters Score -2.451181e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 178966 members 
Entering Unmasked Estep 
Score: -24511812.000000 Penalty: 6044.522949
	Iteration 212Q: 3 clusters Score -2.451181e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 178980 members 
Entering Unmasked Estep 
Score: -24511798.000000 Penalty: 6044.522949
	Iteration 213Q: 3 clusters Score -2.45118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 178991 members 
Entering Unmasked Estep 
Score: -24511778.000000 Penalty: 6044.522949
	Iteration 214Q: 3 clusters Score -2.451178e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 179002 members 
Entering Unmasked Estep 
Score: -24511748.000000 Penalty: 6044.522949
	Iteration 215Q: 3 clusters Score -2.451175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 179010 members 
Entering Unmasked Estep 
Score: -24511744.000000 Penalty: 6044.522949
	Iteration 216Q: 3 clusters Score -2.451174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 179018 members 
Entering Unmasked Estep 
Score: -24511732.000000 Penalty: 6044.522949
	Iteration 217Q: 3 clusters Score -2.451173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 179028 members 
Entering Unmasked Estep 
Score: -24511756.000000 Penalty: 6044.522949
	Iteration 218Q: 3 clusters Score -2.451176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 179035 members 
Entering Unmasked Estep 
Score: -24511774.000000 Penalty: 6044.522949
	Iteration 219Q: 3 clusters Score -2.451177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 179038 members 
Entering Unmasked Estep 
Score: -24511746.000000 Penalty: 6044.522949
	Iteration 220F: 3 clusters Score -2.451175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 179044 members 
Entering Unmasked Estep 
Score: -24511734.000000 Penalty: 6044.522949
	Iteration 221Q: 3 clusters Score -2.451173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 179047 members 
Entering Unmasked Estep 
Score: -24511746.000000 Penalty: 6044.522949
	Iteration 222Q: 3 clusters Score -2.451175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 179050 members 
Entering Unmasked Estep 
Score: -24511738.000000 Penalty: 6044.522949
	Iteration 223Q: 3 clusters Score -2.451174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 179055 members 
Entering Unmasked Estep 
Score: -24511742.000000 Penalty: 6044.522949
	Iteration 224Q: 3 clusters Score -2.451174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 179059 members 
Entering Unmasked Estep 
Score: -24511756.000000 Penalty: 6044.522949
	Iteration 225Q: 3 clusters Score -2.451176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 179065 members 
Entering Unmasked Estep 
Score: -24511750.000000 Penalty: 6044.522949
	Iteration 226Q: 3 clusters Score -2.451175e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 179079 members 
Entering Unmasked Estep 
Score: -24511776.000000 Penalty: 6044.522949
	Iteration 227Q: 3 clusters Score -2.451178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 179093 members 
Entering Unmasked Estep 
Score: -24511776.000000 Penalty: 6044.522949
	Iteration 228Q: 3 clusters Score -2.451178e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 179103 members 
Entering Unmasked Estep 
Score: -24511758.000000 Penalty: 6044.522949
	Iteration 229Q: 3 clusters Score -2.451176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 179109 members 
Entering Unmasked Estep 
Score: -24511772.000000 Penalty: 6044.522949
	Iteration 230Q: 3 clusters Score -2.451177e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 179118 members 
Entering Unmasked Estep 
Score: -24511758.000000 Penalty: 6044.522949
	Iteration 231Q: 3 clusters Score -2.451176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 179130 members 
Entering Unmasked Estep 
Score: -24511774.000000 Penalty: 6044.522949
	Iteration 232Q: 3 clusters Score -2.451177e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 179149 members 
Entering Unmasked Estep 
Score: -24511774.000000 Penalty: 6044.522949
	Iteration 233Q: 3 clusters Score -2.451177e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 179170 members 
Entering Unmasked Estep 
Score: -24511754.000000 Penalty: 6044.522949
	Iteration 234Q: 3 clusters Score -2.451175e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 179183 members 
Entering Unmasked Estep 
Score: -24511766.000000 Penalty: 6044.522949
	Iteration 235Q: 3 clusters Score -2.451177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 179195 members 
Entering Unmasked Estep 
Score: -24511784.000000 Penalty: 6044.522949
	Iteration 236Q: 3 clusters Score -2.451178e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 179208 members 
Entering Unmasked Estep 
Score: -24511750.000000 Penalty: 6044.522949
	Iteration 237Q: 3 clusters Score -2.451175e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 179224 members 
Entering Unmasked Estep 
Score: -24511764.000000 Penalty: 6044.522949
	Iteration 238Q: 3 clusters Score -2.451176e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 179247 members 
Entering Unmasked Estep 
Score: -24511768.000000 Penalty: 6044.522949
	Iteration 239Q: 3 clusters Score -2.451177e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 179276 members 
Entering Unmasked Estep 
Score: -24511790.000000 Penalty: 6044.522949
	Iteration 240F: 3 clusters Score -2.451179e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 179299 members 
Entering Unmasked Estep 
Score: -24511786.000000 Penalty: 6044.522949
	Iteration 241Q: 3 clusters Score -2.451179e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 179321 members 
Entering Unmasked Estep 
Score: -24511804.000000 Penalty: 6044.522949
	Iteration 242Q: 3 clusters Score -2.45118e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 179347 members 
Entering Unmasked Estep 
Score: -24511784.000000 Penalty: 6044.522949
	Iteration 243Q: 3 clusters Score -2.451178e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 179384 members 
Entering Unmasked Estep 
Score: -24511780.000000 Penalty: 6044.522949
	Iteration 244Q: 3 clusters Score -2.451178e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 179423 members 
Entering Unmasked Estep 
Score: -24511784.000000 Penalty: 6044.522949
	Iteration 245Q: 3 clusters Score -2.451178e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 179464 members 
Entering Unmasked Estep 
Score: -24511780.000000 Penalty: 6044.522949
	Iteration 246Q: 3 clusters Score -2.451178e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 179519 members 
Entering Unmasked Estep 
Score: -24511742.000000 Penalty: 6044.522949
	Iteration 247Q: 3 clusters Score -2.451174e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 179581 members 
Entering Unmasked Estep 
Score: -24511752.000000 Penalty: 6044.522949
	Iteration 248Q: 3 clusters Score -2.451175e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 179635 members 
Entering Unmasked Estep 
Score: -24511734.000000 Penalty: 6044.522949
	Iteration 249Q: 3 clusters Score -2.451173e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 179687 members 
Entering Unmasked Estep 
Score: -24511728.000000 Penalty: 6044.522949
	Iteration 250Q: 3 clusters Score -2.451173e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 179750 members 
Entering Unmasked Estep 
Score: -24511750.000000 Penalty: 6044.522949
	Iteration 251Q: 3 clusters Score -2.451175e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 179809 members 
Entering Unmasked Estep 
Score: -24511716.000000 Penalty: 6044.522949
	Iteration 252Q: 3 clusters Score -2.451172e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 179883 members 
Entering Unmasked Estep 
Score: -24511696.000000 Penalty: 6044.522949
	Iteration 253Q: 3 clusters Score -2.45117e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 179977 members 
Entering Unmasked Estep 
Score: -24511726.000000 Penalty: 6044.522949
	Iteration 254Q: 3 clusters Score -2.451173e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 180057 members 
Entering Unmasked Estep 
Score: -24511756.000000 Penalty: 6044.522949
	Iteration 255Q: 3 clusters Score -2.451176e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 180138 members 
Entering Unmasked Estep 
Score: -24511714.000000 Penalty: 6044.522949
	Iteration 256Q: 3 clusters Score -2.451171e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 180216 members 
Entering Unmasked Estep 
Score: -24511750.000000 Penalty: 6044.522949
	Iteration 257Q: 3 clusters Score -2.451175e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 180290 members 
Entering Unmasked Estep 
Score: -24511718.000000 Penalty: 6044.522949
	Iteration 258Q: 3 clusters Score -2.451172e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 180369 members 
Entering Unmasked Estep 
Score: -24511712.000000 Penalty: 6044.522949
	Iteration 259Q: 3 clusters Score -2.451171e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 180466 members 
Entering Unmasked Estep 
Score: -24511728.000000 Penalty: 6044.522949
	Iteration 260F: 3 clusters Score -2.451173e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 180591 members 
Entering Unmasked Estep 
Score: -24511732.000000 Penalty: 6044.522949
	Iteration 261Q: 3 clusters Score -2.451173e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 180707 members 
Entering Unmasked Estep 
Score: -24511730.000000 Penalty: 6044.522949
	Iteration 262Q: 3 clusters Score -2.451173e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 180833 members 
Entering Unmasked Estep 
Score: -24511756.000000 Penalty: 6044.522949
	Iteration 263Q: 3 clusters Score -2.451176e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 180982 members 
Entering Unmasked Estep 
Score: -24511738.000000 Penalty: 6044.522949
	Iteration 264Q: 3 clusters Score -2.451174e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 181123 members 
Entering Unmasked Estep 
Score: -24511712.000000 Penalty: 6044.522949
	Iteration 265Q: 3 clusters Score -2.451171e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 181269 members 
Entering Unmasked Estep 
Score: -24511706.000000 Penalty: 6044.522949
	Iteration 266Q: 3 clusters Score -2.451171e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 181430 members 
Entering Unmasked Estep 
Score: -24511678.000000 Penalty: 6044.522949
	Iteration 267Q: 3 clusters Score -2.451168e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 181599 members 
Entering Unmasked Estep 
Score: -24511682.000000 Penalty: 6044.522949
	Iteration 268Q: 3 clusters Score -2.451168e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 181744 members 
Entering Unmasked Estep 
Score: -24511698.000000 Penalty: 6044.522949
	Iteration 269Q: 3 clusters Score -2.45117e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 181917 members 
Entering Unmasked Estep 
Score: -24511654.000000 Penalty: 6044.522949
	Iteration 270Q: 3 clusters Score -2.451165e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 182086 members 
Entering Unmasked Estep 
Score: -24511696.000000 Penalty: 6044.522949
	Iteration 271Q: 3 clusters Score -2.45117e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 182251 members 
Entering Unmasked Estep 
Score: -24511668.000000 Penalty: 6044.522949
	Iteration 272Q: 3 clusters Score -2.451167e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 182416 members 
Entering Unmasked Estep 
Score: -24511646.000000 Penalty: 6044.522949
	Iteration 273Q: 3 clusters Score -2.451165e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 182588 members 
Entering Unmasked Estep 
Score: -24511620.000000 Penalty: 6044.522949
	Iteration 274Q: 3 clusters Score -2.451162e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 182751 members 
Entering Unmasked Estep 
Score: -24511602.000000 Penalty: 6044.522949
	Iteration 275Q: 3 clusters Score -2.45116e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 182921 members 
Entering Unmasked Estep 
Score: -24511580.000000 Penalty: 6044.522949
	Iteration 276Q: 3 clusters Score -2.451158e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 183099 members 
Entering Unmasked Estep 
Score: -24511562.000000 Penalty: 6044.522949
	Iteration 277Q: 3 clusters Score -2.451156e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 183288 members 
Entering Unmasked Estep 
Score: -24511588.000000 Penalty: 6044.522949
	Iteration 278Q: 3 clusters Score -2.451159e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 183451 members 
Entering Unmasked Estep 
Score: -24511602.000000 Penalty: 6044.522949
	Iteration 279Q: 3 clusters Score -2.45116e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 183631 members 
Entering Unmasked Estep 
Score: -24511604.000000 Penalty: 6044.522949
	Iteration 280F: 3 clusters Score -2.45116e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 183795 members 
Entering Unmasked Estep 
Score: -24511620.000000 Penalty: 6044.522949
	Iteration 281Q: 3 clusters Score -2.451162e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 183973 members 
Entering Unmasked Estep 
Score: -24511672.000000 Penalty: 6044.522949
	Iteration 282Q: 3 clusters Score -2.451167e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 184139 members 
Entering Unmasked Estep 
Score: -24511658.000000 Penalty: 6044.522949
	Iteration 283Q: 3 clusters Score -2.451166e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 184290 members 
Entering Unmasked Estep 
Score: -24511660.000000 Penalty: 6044.522949
	Iteration 284Q: 3 clusters Score -2.451166e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 184445 members 
Entering Unmasked Estep 
Score: -24511626.000000 Penalty: 6044.522949
	Iteration 285Q: 3 clusters Score -2.451163e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 184600 members 
Entering Unmasked Estep 
Score: -24511644.000000 Penalty: 6044.522949
	Iteration 286Q: 3 clusters Score -2.451164e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 184768 members 
Entering Unmasked Estep 
Score: -24511630.000000 Penalty: 6044.522949
	Iteration 287Q: 3 clusters Score -2.451163e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 184945 members 
Entering Unmasked Estep 
Score: -24511662.000000 Penalty: 6044.522949
	Iteration 288Q: 3 clusters Score -2.451166e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 185146 members 
Entering Unmasked Estep 
Score: -24511668.000000 Penalty: 6044.522949
	Iteration 289Q: 3 clusters Score -2.451167e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 185352 members 
Entering Unmasked Estep 
Score: -24511710.000000 Penalty: 6044.522949
	Iteration 290Q: 3 clusters Score -2.451171e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 185564 members 
Entering Unmasked Estep 
Score: -24511742.000000 Penalty: 6044.522949
	Iteration 291Q: 3 clusters Score -2.451174e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 185783 members 
Entering Unmasked Estep 
Score: -24511748.000000 Penalty: 6044.522949
	Iteration 292Q: 3 clusters Score -2.451175e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 185990 members 
Entering Unmasked Estep 
Score: -24511762.000000 Penalty: 6044.522949
	Iteration 293Q: 3 clusters Score -2.451176e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 186207 members 
Entering Unmasked Estep 
Score: -24511746.000000 Penalty: 6044.522949
	Iteration 294Q: 3 clusters Score -2.451175e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 186438 members 
Entering Unmasked Estep 
Score: -24511746.000000 Penalty: 6044.522949
	Iteration 295Q: 3 clusters Score -2.451175e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 186663 members 
Entering Unmasked Estep 
Score: -24511822.000000 Penalty: 6044.522949
	Iteration 296Q: 3 clusters Score -2.451182e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 186879 members 
Entering Unmasked Estep 
Score: -24511798.000000 Penalty: 6044.522949
	Iteration 297Q: 3 clusters Score -2.45118e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 187096 members 
Entering Unmasked Estep 
Score: -24511830.000000 Penalty: 6044.522949
	Iteration 298Q: 3 clusters Score -2.451183e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 187307 members 
Entering Unmasked Estep 
Score: -24511754.000000 Penalty: 6044.522949
	Iteration 299Q: 3 clusters Score -2.451175e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 187535 members 
Entering Unmasked Estep 
Score: -24511776.000000 Penalty: 6044.522949
	Iteration 300F: 3 clusters Score -2.451178e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 187775 members 
Entering Unmasked Estep 
Score: -24511790.000000 Penalty: 6044.522949
	Iteration 301Q: 3 clusters Score -2.451179e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 188023 members 
Entering Unmasked Estep 
Score: -24511816.000000 Penalty: 6044.522949
	Iteration 302Q: 3 clusters Score -2.451182e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 188285 members 
Entering Unmasked Estep 
Score: -24511814.000000 Penalty: 6044.522949
	Iteration 303Q: 3 clusters Score -2.451181e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 188552 members 
Entering Unmasked Estep 
Score: -24511858.000000 Penalty: 6044.522949
	Iteration 304Q: 3 clusters Score -2.451186e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 188801 members 
Entering Unmasked Estep 
Score: -24511858.000000 Penalty: 6044.522949
	Iteration 305Q: 3 clusters Score -2.451186e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 189072 members 
Entering Unmasked Estep 
Score: -24511900.000000 Penalty: 6044.522949
	Iteration 306Q: 3 clusters Score -2.45119e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 189359 members 
Entering Unmasked Estep 
Score: -24511958.000000 Penalty: 6044.522949
	Iteration 307Q: 3 clusters Score -2.451196e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 189651 members 
Entering Unmasked Estep 
Score: -24512058.000000 Penalty: 6044.522949
	Iteration 308Q: 3 clusters Score -2.451206e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 189942 members 
Entering Unmasked Estep 
Score: -24512138.000000 Penalty: 6044.522949
	Iteration 309Q: 3 clusters Score -2.451214e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 190196 members 
Entering Unmasked Estep 
Score: -24512184.000000 Penalty: 6044.522949
	Iteration 310Q: 3 clusters Score -2.451218e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 190459 members 
Entering Unmasked Estep 
Score: -24512266.000000 Penalty: 6044.522949
	Iteration 311Q: 3 clusters Score -2.451227e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 190664 members 
Entering Unmasked Estep 
Score: -24512320.000000 Penalty: 6044.522949
	Iteration 312Q: 3 clusters Score -2.451232e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 190872 members 
Entering Unmasked Estep 
Score: -24512352.000000 Penalty: 6044.522949
	Iteration 313Q: 3 clusters Score -2.451235e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 191065 members 
Entering Unmasked Estep 
Score: -24512428.000000 Penalty: 6044.522949
	Iteration 314Q: 3 clusters Score -2.451243e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 191243 members 
Entering Unmasked Estep 
Score: -24512458.000000 Penalty: 6044.522949
	Iteration 315Q: 3 clusters Score -2.451246e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 191433 members 
Entering Unmasked Estep 
Score: -24512546.000000 Penalty: 6044.522949
	Iteration 316Q: 3 clusters Score -2.451255e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 191629 members 
Entering Unmasked Estep 
Score: -24512572.000000 Penalty: 6044.522949
	Iteration 317Q: 3 clusters Score -2.451257e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 191791 members 
Entering Unmasked Estep 
Score: -24512592.000000 Penalty: 6044.522949
	Iteration 318Q: 3 clusters Score -2.451259e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 191956 members 
Entering Unmasked Estep 
Score: -24512634.000000 Penalty: 6044.522949
	Iteration 319Q: 3 clusters Score -2.451263e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 192116 members 
Entering Unmasked Estep 
Score: -24512658.000000 Penalty: 6044.522949
	Iteration 320F: 3 clusters Score -2.451266e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 192250 members 
Entering Unmasked Estep 
Score: -24512608.000000 Penalty: 6044.522949
	Iteration 321Q: 3 clusters Score -2.451261e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 192386 members 
Entering Unmasked Estep 
Score: -24512618.000000 Penalty: 6044.522949
	Iteration 322Q: 3 clusters Score -2.451262e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 192515 members 
Entering Unmasked Estep 
Score: -24512600.000000 Penalty: 6044.522949
	Iteration 323Q: 3 clusters Score -2.45126e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 192652 members 
Entering Unmasked Estep 
Score: -24512632.000000 Penalty: 6044.522949
	Iteration 324Q: 3 clusters Score -2.451263e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 192766 members 
Entering Unmasked Estep 
Score: -24512698.000000 Penalty: 6044.522949
	Iteration 325Q: 3 clusters Score -2.45127e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 192877 members 
Entering Unmasked Estep 
Score: -24512692.000000 Penalty: 6044.522949
	Iteration 326Q: 3 clusters Score -2.451269e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 192965 members 
Entering Unmasked Estep 
Score: -24512724.000000 Penalty: 6044.522949
	Iteration 327Q: 3 clusters Score -2.451272e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 193038 members 
Entering Unmasked Estep 
Score: -24512742.000000 Penalty: 6044.522949
	Iteration 328Q: 3 clusters Score -2.451274e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 193112 members 
Entering Unmasked Estep 
Score: -24512760.000000 Penalty: 6044.522949
	Iteration 329Q: 3 clusters Score -2.451276e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 193171 members 
Entering Unmasked Estep 
Score: -24512758.000000 Penalty: 6044.522949
	Iteration 330Q: 3 clusters Score -2.451276e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 193221 members 
Entering Unmasked Estep 
Score: -24512818.000000 Penalty: 6044.522949
	Iteration 331Q: 3 clusters Score -2.451282e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 193273 members 
Entering Unmasked Estep 
Score: -24512806.000000 Penalty: 6044.522949
	Iteration 332Q: 3 clusters Score -2.451281e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 193331 members 
Entering Unmasked Estep 
Score: -24512784.000000 Penalty: 6044.522949
	Iteration 333Q: 3 clusters Score -2.451278e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 193374 members 
Entering Unmasked Estep 
Score: -24512820.000000 Penalty: 6044.522949
	Iteration 334Q: 3 clusters Score -2.451282e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 193409 members 
Entering Unmasked Estep 
Score: -24512806.000000 Penalty: 6044.522949
	Iteration 335Q: 3 clusters Score -2.451281e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 193435 members 
Entering Unmasked Estep 
Score: -24512812.000000 Penalty: 6044.522949
	Iteration 336Q: 3 clusters Score -2.451281e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 193456 members 
Entering Unmasked Estep 
Score: -24512826.000000 Penalty: 6044.522949
	Iteration 337Q: 3 clusters Score -2.451283e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 193466 members 
Entering Unmasked Estep 
Score: -24512812.000000 Penalty: 6044.522949
	Iteration 338Q: 3 clusters Score -2.451281e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 193476 members 
Entering Unmasked Estep 
Score: -24512818.000000 Penalty: 6044.522949
	Iteration 339Q: 3 clusters Score -2.451282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 193491 members 
Entering Unmasked Estep 
Score: -24512846.000000 Penalty: 6044.522949
	Iteration 340F: 3 clusters Score -2.451285e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 193511 members 
Entering Unmasked Estep 
Score: -24512864.000000 Penalty: 6044.522949
	Iteration 341Q: 3 clusters Score -2.451286e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 193526 members 
Entering Unmasked Estep 
Score: -24512862.000000 Penalty: 6044.522949
	Iteration 342Q: 3 clusters Score -2.451286e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 193542 members 
Entering Unmasked Estep 
Score: -24512900.000000 Penalty: 6044.522949
	Iteration 343Q: 3 clusters Score -2.45129e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 193544 members 
Entering Unmasked Estep 
Score: -24512920.000000 Penalty: 6044.522949
	Iteration 344Q: 3 clusters Score -2.451292e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 193552 members 
Entering Unmasked Estep 
Score: -24512918.000000 Penalty: 6044.522949
	Iteration 345Q: 3 clusters Score -2.451292e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 193558 members 
Entering Unmasked Estep 
Score: -24512932.000000 Penalty: 6044.522949
	Iteration 346Q: 3 clusters Score -2.451293e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 193566 members 
Entering Unmasked Estep 
Score: -24512950.000000 Penalty: 6044.522949
	Iteration 347Q: 3 clusters Score -2.451295e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 193579 members 
Entering Unmasked Estep 
Score: -24512938.000000 Penalty: 6044.522949
	Iteration 348Q: 3 clusters Score -2.451294e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 193585 members 
Entering Unmasked Estep 
Score: -24512954.000000 Penalty: 6044.522949
	Iteration 349Q: 3 clusters Score -2.451295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 193594 members 
Entering Unmasked Estep 
Score: -24512978.000000 Penalty: 6044.522949
	Iteration 350Q: 3 clusters Score -2.451298e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 193602 members 
Entering Unmasked Estep 
Score: -24512976.000000 Penalty: 6044.522949
	Iteration 351Q: 3 clusters Score -2.451298e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 193615 members 
Entering Unmasked Estep 
Score: -24512988.000000 Penalty: 6044.522949
	Iteration 352Q: 3 clusters Score -2.451299e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 193624 members 
Entering Unmasked Estep 
Score: -24512960.000000 Penalty: 6044.522949
	Iteration 353Q: 3 clusters Score -2.451296e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 193636 members 
Entering Unmasked Estep 
Score: -24512962.000000 Penalty: 6044.522949
	Iteration 354Q: 3 clusters Score -2.451296e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 193648 members 
Entering Unmasked Estep 
Score: -24512970.000000 Penalty: 6044.522949
	Iteration 355Q: 3 clusters Score -2.451297e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 193655 members 
Entering Unmasked Estep 
Score: -24512950.000000 Penalty: 6044.522949
	Iteration 356Q: 3 clusters Score -2.451295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 193665 members 
Entering Unmasked Estep 
Score: -24512918.000000 Penalty: 6044.522949
	Iteration 357Q: 3 clusters Score -2.451292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 193668 members 
Entering Unmasked Estep 
Score: -24512924.000000 Penalty: 6044.522949
	Iteration 358Q: 3 clusters Score -2.451292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 193669 members 
Entering Unmasked Estep 
Score: -24512930.000000 Penalty: 6044.522949
	Iteration 359Q: 3 clusters Score -2.451293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 193670 members 
Entering Unmasked Estep 
Score: -24512930.000000 Penalty: 6044.522949
	Iteration 360F: 3 clusters Score -2.451293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 193671 members 
Entering Unmasked Estep 
Score: -24512928.000000 Penalty: 6044.522949
	Iteration 361Q: 3 clusters Score -2.451293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 193675 members 
Entering Unmasked Estep 
Score: -24512924.000000 Penalty: 6044.522949
	Iteration 362Q: 3 clusters Score -2.451292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 193676 members 
Entering Unmasked Estep 
Score: -24512930.000000 Penalty: 6044.522949
	Iteration 363Q: 3 clusters Score -2.451293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 193677 members 
Entering Unmasked Estep 
Score: -24512928.000000 Penalty: 6044.522949
	Iteration 364Q: 3 clusters Score -2.451293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 193677 members 
Entering Unmasked Estep 
Score: -24512928.000000 Penalty: 6044.522949
	Iteration 365F: 3 clusters Score -2.451293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Entering Unmasked Estep 
Score: -138599.500000 Penalty: 1762.641602
	Iteration 0F: 2 clusters Score -138599.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -136481.328125 Penalty: 3525.283203
	Iteration 0F: 3 clusters Score -136481.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -136802.046875 Penalty: 3525.283203
	Iteration 1F: 3 clusters Score -136802 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -136922.625000 Penalty: 3525.283203
	Iteration 2F: 3 clusters Score -136922.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -137000.000000 Penalty: 3525.283203
	Iteration 3Q: 3 clusters Score -137000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -137072.812500 Penalty: 3525.283203
	Iteration 4Q: 3 clusters Score -137072.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -137156.343750 Penalty: 3525.283203
	Iteration 5Q: 3 clusters Score -137156.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -137260.031250 Penalty: 3525.283203
	Iteration 6Q: 3 clusters Score -137260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -137360.390625 Penalty: 3525.283203
	Iteration 7Q: 3 clusters Score -137360.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -137422.890625 Penalty: 3525.283203
	Iteration 8Q: 3 clusters Score -137422.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -137483.390625 Penalty: 3525.283203
	Iteration 9Q: 3 clusters Score -137483.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -137560.625000 Penalty: 3525.283203
	Iteration 10Q: 3 clusters Score -137560.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -137637.578125 Penalty: 3525.283203
	Iteration 11Q: 3 clusters Score -137637.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -137699.828125 Penalty: 3525.283203
	Iteration 12Q: 3 clusters Score -137699.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -137776.609375 Penalty: 3525.283203
	Iteration 13Q: 3 clusters Score -137776.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -137876.546875 Penalty: 3525.283203
	Iteration 14Q: 3 clusters Score -137876.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -137965.734375 Penalty: 3525.283203
	Iteration 15Q: 3 clusters Score -137965.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -138053.312500 Penalty: 3525.283203
	Iteration 16Q: 3 clusters Score -138053.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -138123.875000 Penalty: 3525.283203
	Iteration 17Q: 3 clusters Score -138123.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -138204.359375 Penalty: 3525.283203
	Iteration 18Q: 3 clusters Score -138204.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -138280.421875 Penalty: 3525.283203
	Iteration 19Q: 3 clusters Score -138280.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -138408.906250 Penalty: 3525.283203
	Iteration 20F: 3 clusters Score -138408.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -138656.750000 Penalty: 3525.283203
	Iteration 21Q: 3 clusters Score -138656.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -138998.390625 Penalty: 3525.283203
	Iteration 22Q: 3 clusters Score -138998.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -139115.703125 Penalty: 3525.283203
	Iteration 23Q: 3 clusters Score -139115.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -139126.531250 Penalty: 3525.283203
	Iteration 24Q: 3 clusters Score -139126.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -139131.312500 Penalty: 3525.283203
	Iteration 25Q: 3 clusters Score -139131.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -139131.312500 Penalty: 3525.283203
	Iteration 26F: 3 clusters Score -139131.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196131 members 
Mstep: Class 8 contains 428 members 
Mstep: Class 9 contains 41463 members 
Mstep: Class 10 contains 279231 members 
Mstep: Class 11 contains 59447 members 
Mstep: Class 12 contains 295521 members 
Mstep: Class 13 contains 10418 members 
Mstep: Class 14 contains 31564 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 92981 members 
Mstep: Class 24 contains 78084 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 793 members 
Entering Unmasked Estep 
Score: -154579872.000000 Penalty: 90644.539062
Splitting cluster 8 changes total score from -154581216.000000 to -154579872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Entering Unmasked Estep 
Score: -5172573.500000 Penalty: 2636.874023
	Iteration 0F: 2 clusters Score -5172574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -5144392.500000 Penalty: 5273.748047
	Iteration 0F: 3 clusters Score -5144392 nChanged 18971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -5154826.000000 Penalty: 5273.748047
	Iteration 1F: 3 clusters Score -5154826 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -5155545.000000 Penalty: 5273.748047
	Iteration 2Q: 3 clusters Score -5155545 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -5156441.500000 Penalty: 5273.748047
	Iteration 3Q: 3 clusters Score -5156442 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -5157703.500000 Penalty: 5273.748047
	Iteration 4F: 3 clusters Score -5157704 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -5159304.500000 Penalty: 5273.748047
	Iteration 5F: 3 clusters Score -5159304 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -5161402.500000 Penalty: 5273.748047
	Iteration 6F: 3 clusters Score -5161402 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -5163703.000000 Penalty: 5273.748047
	Iteration 7F: 3 clusters Score -5163703 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -5165768.500000 Penalty: 5273.748047
	Iteration 8F: 3 clusters Score -5165768 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -5167300.000000 Penalty: 5273.748047
	Iteration 9Q: 3 clusters Score -5167300 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -5168309.500000 Penalty: 5273.748047
	Iteration 10Q: 3 clusters Score -5168310 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -5168950.500000 Penalty: 5273.748047
	Iteration 11Q: 3 clusters Score -5168950 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -5169398.000000 Penalty: 5273.748047
	Iteration 12Q: 3 clusters Score -5169398 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -5169711.500000 Penalty: 5273.748047
	Iteration 13Q: 3 clusters Score -5169712 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5169930.500000 Penalty: 5273.748047
	Iteration 14Q: 3 clusters Score -5169930 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5170135.500000 Penalty: 5273.748047
	Iteration 15Q: 3 clusters Score -5170136 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -5170254.000000 Penalty: 5273.748047
	Iteration 16Q: 3 clusters Score -5170254 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5170329.000000 Penalty: 5273.748047
	Iteration 17Q: 3 clusters Score -5170329 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5170377.500000 Penalty: 5273.748047
	Iteration 18Q: 3 clusters Score -5170378 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5170438.500000 Penalty: 5273.748047
	Iteration 19Q: 3 clusters Score -5170438 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5170476.500000 Penalty: 5273.748047
	Iteration 20F: 3 clusters Score -5170476 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5170496.500000 Penalty: 5273.748047
	Iteration 21Q: 3 clusters Score -5170496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5170527.000000 Penalty: 5273.748047
	Iteration 22Q: 3 clusters Score -5170527 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5170547.500000 Penalty: 5273.748047
	Iteration 23Q: 3 clusters Score -5170548 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5170565.000000 Penalty: 5273.748047
	Iteration 24Q: 3 clusters Score -5170565 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5170590.500000 Penalty: 5273.748047
	Iteration 25Q: 3 clusters Score -5170590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5170609.000000 Penalty: 5273.748047
	Iteration 26Q: 3 clusters Score -5170609 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5170628.500000 Penalty: 5273.748047
	Iteration 27Q: 3 clusters Score -5170628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5170647.500000 Penalty: 5273.748047
	Iteration 28Q: 3 clusters Score -5170648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5170657.500000 Penalty: 5273.748047
	Iteration 29Q: 3 clusters Score -5170658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5170666.000000 Penalty: 5273.748047
	Iteration 30Q: 3 clusters Score -5170666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5170664.500000 Penalty: 5273.748047
	Iteration 31Q: 3 clusters Score -5170664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5170672.500000 Penalty: 5273.748047
	Iteration 32Q: 3 clusters Score -5170672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5170671.000000 Penalty: 5273.748047
	Iteration 33Q: 3 clusters Score -5170671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5170674.000000 Penalty: 5273.748047
	Iteration 34Q: 3 clusters Score -5170674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5170691.000000 Penalty: 5273.748047
	Iteration 35Q: 3 clusters Score -5170691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5170687.000000 Penalty: 5273.748047
	Iteration 36Q: 3 clusters Score -5170687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5170695.000000 Penalty: 5273.748047
	Iteration 37Q: 3 clusters Score -5170695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5170693.000000 Penalty: 5273.748047
	Iteration 38Q: 3 clusters Score -5170693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5170696.500000 Penalty: 5273.748047
	Iteration 39Q: 3 clusters Score -5170696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5170697.500000 Penalty: 5273.748047
	Iteration 40F: 3 clusters Score -5170698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5170694.000000 Penalty: 5273.748047
	Iteration 41Q: 3 clusters Score -5170694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5170694.500000 Penalty: 5273.748047
	Iteration 42Q: 3 clusters Score -5170694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5170704.500000 Penalty: 5273.748047
	Iteration 43Q: 3 clusters Score -5170704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5170701.500000 Penalty: 5273.748047
	Iteration 44Q: 3 clusters Score -5170702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5170704.500000 Penalty: 5273.748047
	Iteration 45Q: 3 clusters Score -5170704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5170706.000000 Penalty: 5273.748047
	Iteration 46Q: 3 clusters Score -5170706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5170700.000000 Penalty: 5273.748047
	Iteration 47Q: 3 clusters Score -5170700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5170701.500000 Penalty: 5273.748047
	Iteration 48Q: 3 clusters Score -5170702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5170696.500000 Penalty: 5273.748047
	Iteration 49Q: 3 clusters Score -5170696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5170699.000000 Penalty: 5273.748047
	Iteration 50Q: 3 clusters Score -5170699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5170704.000000 Penalty: 5273.748047
	Iteration 51Q: 3 clusters Score -5170704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5170711.500000 Penalty: 5273.748047
	Iteration 52Q: 3 clusters Score -5170712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5170711.500000 Penalty: 5273.748047
	Iteration 53Q: 3 clusters Score -5170712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5170714.000000 Penalty: 5273.748047
	Iteration 54Q: 3 clusters Score -5170714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5170722.000000 Penalty: 5273.748047
	Iteration 55Q: 3 clusters Score -5170722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5170721.500000 Penalty: 5273.748047
	Iteration 56Q: 3 clusters Score -5170722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5170729.000000 Penalty: 5273.748047
	Iteration 57Q: 3 clusters Score -5170729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5170729.000000 Penalty: 5273.748047
	Iteration 58Q: 3 clusters Score -5170729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5170735.500000 Penalty: 5273.748047
	Iteration 59Q: 3 clusters Score -5170736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5170733.500000 Penalty: 5273.748047
	Iteration 60F: 3 clusters Score -5170734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5170732.000000 Penalty: 5273.748047
	Iteration 61Q: 3 clusters Score -5170732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5170728.000000 Penalty: 5273.748047
	Iteration 62Q: 3 clusters Score -5170728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5170730.500000 Penalty: 5273.748047
	Iteration 63Q: 3 clusters Score -5170730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5170735.500000 Penalty: 5273.748047
	Iteration 64Q: 3 clusters Score -5170736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5170733.500000 Penalty: 5273.748047
	Iteration 65Q: 3 clusters Score -5170734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5170731.000000 Penalty: 5273.748047
	Iteration 66Q: 3 clusters Score -5170731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5170732.000000 Penalty: 5273.748047
	Iteration 67Q: 3 clusters Score -5170732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5170733.500000 Penalty: 5273.748047
	Iteration 68Q: 3 clusters Score -5170734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5170735.000000 Penalty: 5273.748047
	Iteration 69Q: 3 clusters Score -5170735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5170730.500000 Penalty: 5273.748047
	Iteration 70Q: 3 clusters Score -5170730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5170732.500000 Penalty: 5273.748047
	Iteration 71Q: 3 clusters Score -5170732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5170730.000000 Penalty: 5273.748047
	Iteration 72Q: 3 clusters Score -5170730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5170732.500000 Penalty: 5273.748047
	Iteration 73Q: 3 clusters Score -5170732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5170732.500000 Penalty: 5273.748047
	Iteration 74F: 3 clusters Score -5170732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (279231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279231 members 
Entering Unmasked Estep 
Score: -34621132.000000 Penalty: 3109.869141
	Iteration 0F: 2 clusters Score -3.462113e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140069 members 
Mstep: Class 2 contains 139162 members 
Entering Unmasked Estep 
Score: -34447436.000000 Penalty: 6219.738281
	Iteration 0F: 3 clusters Score -3.444744e+07 nChanged 135273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151358 members 
Mstep: Class 2 contains 127873 members 
Entering Unmasked Estep 
Score: -34529592.000000 Penalty: 6219.738281
	Iteration 1F: 3 clusters Score -3.452959e+07 nChanged 12205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158761 members 
Mstep: Class 2 contains 120470 members 
Entering Unmasked Estep 
Score: -34534840.000000 Penalty: 6219.738281
	Iteration 2Q: 3 clusters Score -3.453484e+07 nChanged 16504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170405 members 
Mstep: Class 2 contains 108826 members 
Entering Unmasked Estep 
Score: -34543672.000000 Penalty: 6219.738281
	Iteration 3F: 3 clusters Score -3.454367e+07 nChanged 21008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187455 members 
Mstep: Class 2 contains 91776 members 
Entering Unmasked Estep 
Score: -34558244.000000 Penalty: 6219.738281
	Iteration 4F: 3 clusters Score -3.455824e+07 nChanged 23661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208546 members 
Mstep: Class 2 contains 70685 members 
Entering Unmasked Estep 
Score: -34576872.000000 Penalty: 6219.738281
	Iteration 5F: 3 clusters Score -3.457687e+07 nChanged 22176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229696 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -34595368.000000 Penalty: 6219.738281
	Iteration 6F: 3 clusters Score -3.459537e+07 nChanged 16944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246238 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -34607608.000000 Penalty: 6219.738281
	Iteration 7F: 3 clusters Score -3.460761e+07 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257179 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -34614508.000000 Penalty: 6219.738281
	Iteration 8Q: 3 clusters Score -3.461451e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264166 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -34617644.000000 Penalty: 6219.738281
	Iteration 9Q: 3 clusters Score -3.461764e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268630 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -34619104.000000 Penalty: 6219.738281
	Iteration 10Q: 3 clusters Score -3.46191e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271606 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -34619600.000000 Penalty: 6219.738281
	Iteration 11Q: 3 clusters Score -3.46196e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273551 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -34619740.000000 Penalty: 6219.738281
	Iteration 12Q: 3 clusters Score -3.461974e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274882 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -34619764.000000 Penalty: 6219.738281
	Iteration 13Q: 3 clusters Score -3.461976e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275785 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -34619880.000000 Penalty: 6219.738281
	Iteration 14Q: 3 clusters Score -3.461988e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276416 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -34619940.000000 Penalty: 6219.738281
	Iteration 15Q: 3 clusters Score -3.461994e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276877 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -34619888.000000 Penalty: 6219.738281
	Iteration 16Q: 3 clusters Score -3.461989e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277195 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -34619896.000000 Penalty: 6219.738281
	Iteration 17Q: 3 clusters Score -3.46199e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277430 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -34619904.000000 Penalty: 6219.738281
	Iteration 18Q: 3 clusters Score -3.46199e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277603 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -34619908.000000 Penalty: 6219.738281
	Iteration 19Q: 3 clusters Score -3.461991e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277741 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -34619780.000000 Penalty: 6219.738281
	Iteration 20F: 3 clusters Score -3.461978e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277853 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -34619748.000000 Penalty: 6219.738281
	Iteration 21Q: 3 clusters Score -3.461975e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277930 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -34619732.000000 Penalty: 6219.738281
	Iteration 22Q: 3 clusters Score -3.461973e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277978 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -34619728.000000 Penalty: 6219.738281
	Iteration 23Q: 3 clusters Score -3.461973e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278018 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -34619700.000000 Penalty: 6219.738281
	Iteration 24Q: 3 clusters Score -3.46197e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278040 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -34619732.000000 Penalty: 6219.738281
	Iteration 25Q: 3 clusters Score -3.461973e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278062 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -34619732.000000 Penalty: 6219.738281
	Iteration 26Q: 3 clusters Score -3.461973e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278085 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -34619692.000000 Penalty: 6219.738281
	Iteration 27Q: 3 clusters Score -3.461969e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278101 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -34619676.000000 Penalty: 6219.738281
	Iteration 28Q: 3 clusters Score -3.461968e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278112 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -34619668.000000 Penalty: 6219.738281
	Iteration 29Q: 3 clusters Score -3.461967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278116 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -34619664.000000 Penalty: 6219.738281
	Iteration 30Q: 3 clusters Score -3.461966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278121 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -34619688.000000 Penalty: 6219.738281
	Iteration 31Q: 3 clusters Score -3.461969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278128 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -34619640.000000 Penalty: 6219.738281
	Iteration 32Q: 3 clusters Score -3.461964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278132 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -34619656.000000 Penalty: 6219.738281
	Iteration 33Q: 3 clusters Score -3.461966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278135 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -34619660.000000 Penalty: 6219.738281
	Iteration 34Q: 3 clusters Score -3.461966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278140 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -34619656.000000 Penalty: 6219.738281
	Iteration 35Q: 3 clusters Score -3.461966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278145 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -34619652.000000 Penalty: 6219.738281
	Iteration 36Q: 3 clusters Score -3.461965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278147 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -34619648.000000 Penalty: 6219.738281
	Iteration 37Q: 3 clusters Score -3.461965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278149 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -34619648.000000 Penalty: 6219.738281
	Iteration 38Q: 3 clusters Score -3.461965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278149 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -34619648.000000 Penalty: 6219.738281
	Iteration 39F: 3 clusters Score -3.461965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Entering Unmasked Estep 
Score: -7467379.000000 Penalty: 2726.224609
	Iteration 0F: 2 clusters Score -7467379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -7427372.000000 Penalty: 5452.449219
	Iteration 0F: 3 clusters Score -7427372 nChanged 27682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -7442980.000000 Penalty: 5452.449219
	Iteration 1F: 3 clusters Score -7442980 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -7443622.500000 Penalty: 5452.449219
	Iteration 2Q: 3 clusters Score -7443622 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -7444328.500000 Penalty: 5452.449219
	Iteration 3Q: 3 clusters Score -7444328 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -7445041.500000 Penalty: 5452.449219
	Iteration 4Q: 3 clusters Score -7445042 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -7445939.500000 Penalty: 5452.449219
	Iteration 5Q: 3 clusters Score -7445940 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -7446957.000000 Penalty: 5452.449219
	Iteration 6Q: 3 clusters Score -7446957 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -7448226.000000 Penalty: 5452.449219
	Iteration 7Q: 3 clusters Score -7448226 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -7450128.000000 Penalty: 5452.449219
	Iteration 8F: 3 clusters Score -7450128 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -7452783.500000 Penalty: 5452.449219
	Iteration 9F: 3 clusters Score -7452784 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -7455969.500000 Penalty: 5452.449219
	Iteration 10F: 3 clusters Score -7455970 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -7458585.500000 Penalty: 5452.449219
	Iteration 11F: 3 clusters Score -7458586 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -7460116.500000 Penalty: 5452.449219
	Iteration 12Q: 3 clusters Score -7460116 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -7460875.000000 Penalty: 5452.449219
	Iteration 13Q: 3 clusters Score -7460875 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -7461347.000000 Penalty: 5452.449219
	Iteration 14Q: 3 clusters Score -7461347 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -7461703.500000 Penalty: 5452.449219
	Iteration 15Q: 3 clusters Score -7461704 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -7462046.500000 Penalty: 5452.449219
	Iteration 16Q: 3 clusters Score -7462046 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -7462334.000000 Penalty: 5452.449219
	Iteration 17Q: 3 clusters Score -7462334 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -7462655.000000 Penalty: 5452.449219
	Iteration 18Q: 3 clusters Score -7462655 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -7462885.000000 Penalty: 5452.449219
	Iteration 19Q: 3 clusters Score -7462885 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -7463120.000000 Penalty: 5452.449219
	Iteration 20F: 3 clusters Score -7463120 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -7463313.000000 Penalty: 5452.449219
	Iteration 21Q: 3 clusters Score -7463313 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -7463472.000000 Penalty: 5452.449219
	Iteration 22Q: 3 clusters Score -7463472 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -7463653.000000 Penalty: 5452.449219
	Iteration 23Q: 3 clusters Score -7463653 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -7463788.500000 Penalty: 5452.449219
	Iteration 24Q: 3 clusters Score -7463788 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -7463921.500000 Penalty: 5452.449219
	Iteration 25Q: 3 clusters Score -7463922 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52158 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -7464008.000000 Penalty: 5452.449219
	Iteration 26Q: 3 clusters Score -7464008 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -7464101.500000 Penalty: 5452.449219
	Iteration 27Q: 3 clusters Score -7464102 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -7464186.000000 Penalty: 5452.449219
	Iteration 28Q: 3 clusters Score -7464186 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -7464249.000000 Penalty: 5452.449219
	Iteration 29Q: 3 clusters Score -7464249 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53436 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -7464345.000000 Penalty: 5452.449219
	Iteration 30Q: 3 clusters Score -7464345 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -7464455.500000 Penalty: 5452.449219
	Iteration 31Q: 3 clusters Score -7464456 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -7464477.000000 Penalty: 5452.449219
	Iteration 32Q: 3 clusters Score -7464477 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -7464540.500000 Penalty: 5452.449219
	Iteration 33Q: 3 clusters Score -7464540 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -7464602.500000 Penalty: 5452.449219
	Iteration 34Q: 3 clusters Score -7464602 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54644 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -7464656.500000 Penalty: 5452.449219
	Iteration 35Q: 3 clusters Score -7464656 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54848 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -7464737.500000 Penalty: 5452.449219
	Iteration 36Q: 3 clusters Score -7464738 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -7464785.500000 Penalty: 5452.449219
	Iteration 37Q: 3 clusters Score -7464786 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -7464842.000000 Penalty: 5452.449219
	Iteration 38Q: 3 clusters Score -7464842 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55379 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -7464901.500000 Penalty: 5452.449219
	Iteration 39Q: 3 clusters Score -7464902 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -7464943.000000 Penalty: 5452.449219
	Iteration 40F: 3 clusters Score -7464943 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -7465007.500000 Penalty: 5452.449219
	Iteration 41Q: 3 clusters Score -7465008 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -7465065.500000 Penalty: 5452.449219
	Iteration 42Q: 3 clusters Score -7465066 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56000 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -7465118.500000 Penalty: 5452.449219
	Iteration 43Q: 3 clusters Score -7465118 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -7465152.000000 Penalty: 5452.449219
	Iteration 44Q: 3 clusters Score -7465152 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56223 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -7465171.500000 Penalty: 5452.449219
	Iteration 45Q: 3 clusters Score -7465172 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -7465181.500000 Penalty: 5452.449219
	Iteration 46Q: 3 clusters Score -7465182 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -7465232.500000 Penalty: 5452.449219
	Iteration 47Q: 3 clusters Score -7465232 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -7465244.500000 Penalty: 5452.449219
	Iteration 48Q: 3 clusters Score -7465244 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -7465301.000000 Penalty: 5452.449219
	Iteration 49Q: 3 clusters Score -7465301 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56663 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -7465323.500000 Penalty: 5452.449219
	Iteration 50Q: 3 clusters Score -7465324 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56737 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -7465344.500000 Penalty: 5452.449219
	Iteration 51Q: 3 clusters Score -7465344 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56789 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -7465351.000000 Penalty: 5452.449219
	Iteration 52Q: 3 clusters Score -7465351 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -7465354.500000 Penalty: 5452.449219
	Iteration 53Q: 3 clusters Score -7465354 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56901 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -7465397.500000 Penalty: 5452.449219
	Iteration 54Q: 3 clusters Score -7465398 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -7465440.000000 Penalty: 5452.449219
	Iteration 55Q: 3 clusters Score -7465440 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -7465451.500000 Penalty: 5452.449219
	Iteration 56Q: 3 clusters Score -7465452 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -7465485.000000 Penalty: 5452.449219
	Iteration 57Q: 3 clusters Score -7465485 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57128 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -7465489.500000 Penalty: 5452.449219
	Iteration 58Q: 3 clusters Score -7465490 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57175 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7465505.000000 Penalty: 5452.449219
	Iteration 59Q: 3 clusters Score -7465505 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57202 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -7465504.000000 Penalty: 5452.449219
	Iteration 60F: 3 clusters Score -7465504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57234 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7465510.500000 Penalty: 5452.449219
	Iteration 61Q: 3 clusters Score -7465510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57256 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -7465518.500000 Penalty: 5452.449219
	Iteration 62Q: 3 clusters Score -7465518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57279 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -7465535.500000 Penalty: 5452.449219
	Iteration 63Q: 3 clusters Score -7465536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57299 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -7465531.000000 Penalty: 5452.449219
	Iteration 64Q: 3 clusters Score -7465531 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -7465551.500000 Penalty: 5452.449219
	Iteration 65Q: 3 clusters Score -7465552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57334 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7465573.000000 Penalty: 5452.449219
	Iteration 66Q: 3 clusters Score -7465573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -7465583.500000 Penalty: 5452.449219
	Iteration 67Q: 3 clusters Score -7465584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -7465591.000000 Penalty: 5452.449219
	Iteration 68Q: 3 clusters Score -7465591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57384 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -7465586.000000 Penalty: 5452.449219
	Iteration 69Q: 3 clusters Score -7465586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57395 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -7465596.000000 Penalty: 5452.449219
	Iteration 70Q: 3 clusters Score -7465596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -7465598.500000 Penalty: 5452.449219
	Iteration 71Q: 3 clusters Score -7465598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57422 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -7465586.500000 Penalty: 5452.449219
	Iteration 72Q: 3 clusters Score -7465586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -7465599.500000 Penalty: 5452.449219
	Iteration 73Q: 3 clusters Score -7465600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -7465623.500000 Penalty: 5452.449219
	Iteration 74Q: 3 clusters Score -7465624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57464 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -7465634.000000 Penalty: 5452.449219
	Iteration 75Q: 3 clusters Score -7465634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57480 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7465629.000000 Penalty: 5452.449219
	Iteration 76Q: 3 clusters Score -7465629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -7465617.500000 Penalty: 5452.449219
	Iteration 77Q: 3 clusters Score -7465618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57493 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -7465630.500000 Penalty: 5452.449219
	Iteration 78Q: 3 clusters Score -7465630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57497 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -7465630.500000 Penalty: 5452.449219
	Iteration 79Q: 3 clusters Score -7465630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57505 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -7465634.500000 Penalty: 5452.449219
	Iteration 80F: 3 clusters Score -7465634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57512 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -7465630.000000 Penalty: 5452.449219
	Iteration 81Q: 3 clusters Score -7465630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57518 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7465626.000000 Penalty: 5452.449219
	Iteration 82Q: 3 clusters Score -7465626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57523 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7465630.000000 Penalty: 5452.449219
	Iteration 83Q: 3 clusters Score -7465630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57524 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -7465634.000000 Penalty: 5452.449219
	Iteration 84Q: 3 clusters Score -7465634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -7465644.500000 Penalty: 5452.449219
	Iteration 85Q: 3 clusters Score -7465644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57536 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7465640.000000 Penalty: 5452.449219
	Iteration 86Q: 3 clusters Score -7465640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57539 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -7465642.000000 Penalty: 5452.449219
	Iteration 87Q: 3 clusters Score -7465642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57544 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -7465641.500000 Penalty: 5452.449219
	Iteration 88Q: 3 clusters Score -7465642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57551 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7465636.500000 Penalty: 5452.449219
	Iteration 89Q: 3 clusters Score -7465636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57557 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -7465637.500000 Penalty: 5452.449219
	Iteration 90Q: 3 clusters Score -7465638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57564 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -7465635.500000 Penalty: 5452.449219
	Iteration 91Q: 3 clusters Score -7465636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57571 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -7465632.500000 Penalty: 5452.449219
	Iteration 92Q: 3 clusters Score -7465632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57580 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -7465634.000000 Penalty: 5452.449219
	Iteration 93Q: 3 clusters Score -7465634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7465636.000000 Penalty: 5452.449219
	Iteration 94Q: 3 clusters Score -7465636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57593 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -7465646.000000 Penalty: 5452.449219
	Iteration 95Q: 3 clusters Score -7465646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57595 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -7465643.500000 Penalty: 5452.449219
	Iteration 96Q: 3 clusters Score -7465644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57593 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -7465645.000000 Penalty: 5452.449219
	Iteration 97Q: 3 clusters Score -7465645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7465646.000000 Penalty: 5452.449219
	Iteration 98Q: 3 clusters Score -7465646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -7465642.000000 Penalty: 5452.449219
	Iteration 99Q: 3 clusters Score -7465642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -7465639.000000 Penalty: 5452.449219
	Iteration 100F: 3 clusters Score -7465639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57602 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -7465643.500000 Penalty: 5452.449219
	Iteration 101Q: 3 clusters Score -7465644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -7465640.500000 Penalty: 5452.449219
	Iteration 102Q: 3 clusters Score -7465640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -7465635.500000 Penalty: 5452.449219
	Iteration 103Q: 3 clusters Score -7465636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57609 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -7465633.500000 Penalty: 5452.449219
	Iteration 104Q: 3 clusters Score -7465634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -7465634.500000 Penalty: 5452.449219
	Iteration 105Q: 3 clusters Score -7465634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -7465634.500000 Penalty: 5452.449219
	Iteration 106F: 3 clusters Score -7465634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (295521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295521 members 
Entering Unmasked Estep 
Score: -36655296.000000 Penalty: 3123.930908
	Iteration 0F: 2 clusters Score -3.66553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147251 members 
Mstep: Class 2 contains 148270 members 
Entering Unmasked Estep 
Score: -36471484.000000 Penalty: 6247.861816
	Iteration 0F: 3 clusters Score -3.647148e+07 nChanged 143346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139041 members 
Mstep: Class 2 contains 156480 members 
Entering Unmasked Estep 
Score: -36555892.000000 Penalty: 6247.861816
	Iteration 1F: 3 clusters Score -3.655589e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133482 members 
Mstep: Class 2 contains 162039 members 
Entering Unmasked Estep 
Score: -36557736.000000 Penalty: 6247.861816
	Iteration 2Q: 3 clusters Score -3.655774e+07 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124746 members 
Mstep: Class 2 contains 170775 members 
Entering Unmasked Estep 
Score: -36560900.000000 Penalty: 6247.861816
	Iteration 3Q: 3 clusters Score -3.65609e+07 nChanged 13763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111453 members 
Mstep: Class 2 contains 184068 members 
Entering Unmasked Estep 
Score: -36567116.000000 Penalty: 6247.861816
	Iteration 4Q: 3 clusters Score -3.656712e+07 nChanged 19475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92136 members 
Mstep: Class 2 contains 203385 members 
Entering Unmasked Estep 
Score: -36579024.000000 Penalty: 6247.861816
	Iteration 5F: 3 clusters Score -3.657902e+07 nChanged 24836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67352 members 
Mstep: Class 2 contains 228169 members 
Entering Unmasked Estep 
Score: -36597560.000000 Penalty: 6247.861816
	Iteration 6F: 3 clusters Score -3.659756e+07 nChanged 25601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 253752 members 
Entering Unmasked Estep 
Score: -36619784.000000 Penalty: 6247.861816
	Iteration 7F: 3 clusters Score -3.661978e+07 nChanged 19657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 273397 members 
Entering Unmasked Estep 
Score: -36635992.000000 Penalty: 6247.861816
	Iteration 8F: 3 clusters Score -3.663599e+07 nChanged 11349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 284738 members 
Entering Unmasked Estep 
Score: -36645368.000000 Penalty: 6247.861816
	Iteration 9Q: 3 clusters Score -3.664537e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 290153 members 
Entering Unmasked Estep 
Score: -36649272.000000 Penalty: 6247.861816
	Iteration 10Q: 3 clusters Score -3.664927e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 292539 members 
Entering Unmasked Estep 
Score: -36650860.000000 Penalty: 6247.861816
	Iteration 11Q: 3 clusters Score -3.665086e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 293532 members 
Entering Unmasked Estep 
Score: -36651620.000000 Penalty: 6247.861816
	Iteration 12Q: 3 clusters Score -3.665162e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 294027 members 
Entering Unmasked Estep 
Score: -36652080.000000 Penalty: 6247.861816
	Iteration 13Q: 3 clusters Score -3.665208e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 294248 members 
Entering Unmasked Estep 
Score: -36652236.000000 Penalty: 6247.861816
	Iteration 14Q: 3 clusters Score -3.665224e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 294357 members 
Entering Unmasked Estep 
Score: -36652356.000000 Penalty: 6247.861816
	Iteration 15Q: 3 clusters Score -3.665236e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 294425 members 
Entering Unmasked Estep 
Score: -36652384.000000 Penalty: 6247.861816
	Iteration 16Q: 3 clusters Score -3.665238e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 294478 members 
Entering Unmasked Estep 
Score: -36652440.000000 Penalty: 6247.861816
	Iteration 17Q: 3 clusters Score -3.665244e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 294520 members 
Entering Unmasked Estep 
Score: -36652456.000000 Penalty: 6247.861816
	Iteration 18Q: 3 clusters Score -3.665246e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 294537 members 
Entering Unmasked Estep 
Score: -36652492.000000 Penalty: 6247.861816
	Iteration 19Q: 3 clusters Score -3.665249e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 294553 members 
Entering Unmasked Estep 
Score: -36652496.000000 Penalty: 6247.861816
	Iteration 20F: 3 clusters Score -3.66525e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 294571 members 
Entering Unmasked Estep 
Score: -36652488.000000 Penalty: 6247.861816
	Iteration 21Q: 3 clusters Score -3.665249e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 294580 members 
Entering Unmasked Estep 
Score: -36652492.000000 Penalty: 6247.861816
	Iteration 22Q: 3 clusters Score -3.665249e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 294590 members 
Entering Unmasked Estep 
Score: -36652512.000000 Penalty: 6247.861816
	Iteration 23Q: 3 clusters Score -3.665251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 294591 members 
Entering Unmasked Estep 
Score: -36652516.000000 Penalty: 6247.861816
	Iteration 24Q: 3 clusters Score -3.665252e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 294597 members 
Entering Unmasked Estep 
Score: -36652532.000000 Penalty: 6247.861816
	Iteration 25Q: 3 clusters Score -3.665253e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 294606 members 
Entering Unmasked Estep 
Score: -36652512.000000 Penalty: 6247.861816
	Iteration 26Q: 3 clusters Score -3.665251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 294611 members 
Entering Unmasked Estep 
Score: -36652508.000000 Penalty: 6247.861816
	Iteration 27Q: 3 clusters Score -3.665251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 294609 members 
Entering Unmasked Estep 
Score: -36652516.000000 Penalty: 6247.861816
	Iteration 28Q: 3 clusters Score -3.665252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 294609 members 
Entering Unmasked Estep 
Score: -36652528.000000 Penalty: 6247.861816
	Iteration 29Q: 3 clusters Score -3.665253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 294610 members 
Entering Unmasked Estep 
Score: -36652516.000000 Penalty: 6247.861816
	Iteration 30Q: 3 clusters Score -3.665252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 294613 members 
Entering Unmasked Estep 
Score: -36652536.000000 Penalty: 6247.861816
	Iteration 31Q: 3 clusters Score -3.665254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 294615 members 
Entering Unmasked Estep 
Score: -36652556.000000 Penalty: 6247.861816
	Iteration 32Q: 3 clusters Score -3.665256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 294617 members 
Entering Unmasked Estep 
Score: -36652552.000000 Penalty: 6247.861816
	Iteration 33Q: 3 clusters Score -3.665255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 294624 members 
Entering Unmasked Estep 
Score: -36652596.000000 Penalty: 6247.861816
	Iteration 34Q: 3 clusters Score -3.66526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 294628 members 
Entering Unmasked Estep 
Score: -36652596.000000 Penalty: 6247.861816
	Iteration 35Q: 3 clusters Score -3.66526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 294636 members 
Entering Unmasked Estep 
Score: -36652600.000000 Penalty: 6247.861816
	Iteration 36Q: 3 clusters Score -3.66526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 294648 members 
Entering Unmasked Estep 
Score: -36652628.000000 Penalty: 6247.861816
	Iteration 37Q: 3 clusters Score -3.665263e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 294656 members 
Entering Unmasked Estep 
Score: -36652636.000000 Penalty: 6247.861816
	Iteration 38Q: 3 clusters Score -3.665264e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 294670 members 
Entering Unmasked Estep 
Score: -36652608.000000 Penalty: 6247.861816
	Iteration 39Q: 3 clusters Score -3.665261e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 294671 members 
Entering Unmasked Estep 
Score: -36652616.000000 Penalty: 6247.861816
	Iteration 40F: 3 clusters Score -3.665262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 294676 members 
Entering Unmasked Estep 
Score: -36652616.000000 Penalty: 6247.861816
	Iteration 41Q: 3 clusters Score -3.665262e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 294680 members 
Entering Unmasked Estep 
Score: -36652612.000000 Penalty: 6247.861816
	Iteration 42Q: 3 clusters Score -3.665261e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 294689 members 
Entering Unmasked Estep 
Score: -36652652.000000 Penalty: 6247.861816
	Iteration 43Q: 3 clusters Score -3.665265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 294694 members 
Entering Unmasked Estep 
Score: -36652636.000000 Penalty: 6247.861816
	Iteration 44Q: 3 clusters Score -3.665264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 294698 members 
Entering Unmasked Estep 
Score: -36652628.000000 Penalty: 6247.861816
	Iteration 45Q: 3 clusters Score -3.665263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 294701 members 
Entering Unmasked Estep 
Score: -36652648.000000 Penalty: 6247.861816
	Iteration 46Q: 3 clusters Score -3.665265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 294703 members 
Entering Unmasked Estep 
Score: -36652648.000000 Penalty: 6247.861816
	Iteration 47Q: 3 clusters Score -3.665265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 294703 members 
Entering Unmasked Estep 
Score: -36652632.000000 Penalty: 6247.861816
	Iteration 48Q: 3 clusters Score -3.665263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 294703 members 
Entering Unmasked Estep 
Score: -36652632.000000 Penalty: 6247.861816
	Iteration 49F: 3 clusters Score -3.665263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Entering Unmasked Estep 
Score: -1242450.000000 Penalty: 2294.320068
	Iteration 0F: 2 clusters Score -1242450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1234496.875000 Penalty: 4588.640137
	Iteration 0F: 3 clusters Score -1234497 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1236895.125000 Penalty: 4588.640137
	Iteration 1F: 3 clusters Score -1236895 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1237282.125000 Penalty: 4588.640137
	Iteration 2F: 3 clusters Score -1237282 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1237542.000000 Penalty: 4588.640137
	Iteration 3F: 3 clusters Score -1237542 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1237729.375000 Penalty: 4588.640137
	Iteration 4Q: 3 clusters Score -1237729 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1237901.125000 Penalty: 4588.640137
	Iteration 5Q: 3 clusters Score -1237901 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1238055.000000 Penalty: 4588.640137
	Iteration 6Q: 3 clusters Score -1238055 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1238176.375000 Penalty: 4588.640137
	Iteration 7Q: 3 clusters Score -1238176 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1238305.000000 Penalty: 4588.640137
	Iteration 8Q: 3 clusters Score -1238305 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1238443.125000 Penalty: 4588.640137
	Iteration 9Q: 3 clusters Score -1238443 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1238578.750000 Penalty: 4588.640137
	Iteration 10Q: 3 clusters Score -1238579 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1238687.875000 Penalty: 4588.640137
	Iteration 11Q: 3 clusters Score -1238688 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1238800.250000 Penalty: 4588.640137
	Iteration 12Q: 3 clusters Score -1238800 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1238897.750000 Penalty: 4588.640137
	Iteration 13Q: 3 clusters Score -1238898 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1238996.000000 Penalty: 4588.640137
	Iteration 14Q: 3 clusters Score -1238996 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1239106.375000 Penalty: 4588.640137
	Iteration 15Q: 3 clusters Score -1239106 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1239233.875000 Penalty: 4588.640137
	Iteration 16Q: 3 clusters Score -1239234 nChanged 271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1239365 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1239483 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1239589 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1239687 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1239770 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1239844 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1239909 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1239964 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1240002 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1240033 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1240054 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1240079 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1240104 nChanged 77
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Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1240128 nChanged 55
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Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1240144 nChanged 55
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Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1240162 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1240179 nChanged 56
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Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1240193 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1240206 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1240216 nChanged 41
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Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1240228 nChanged 41
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Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1240238 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1240247 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1240256 nChanged 23
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Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1240260 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1240266 nChanged 28
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Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1240274 nChanged 30
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Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1240279 nChanged 33
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Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1240291 nChanged 29
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Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2717 members 
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	Iteration 46Q: 3 clusters Score -1240297 nChanged 30
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Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1240303 nChanged 34
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Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1240315 nChanged 36
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Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1240324 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1240324 nChanged 22
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Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1240334 nChanged 26
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Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1240343 nChanged 27
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Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1240345 nChanged 17
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Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1240350 nChanged 19
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Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1240355 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1240358 nChanged 11
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Mstep: Class 1 contains 7929 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1240362 nChanged 15
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Mstep: Class 1 contains 7942 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1240368 nChanged 26
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Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1240371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1240380 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1240385 nChanged 25
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Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1240393 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2361 members 
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	Iteration 63Q: 3 clusters Score -1240398 nChanged 23
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Mstep: Class 1 contains 8080 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1240407 nChanged 23
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Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1240411 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1240423 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1240436 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1240444 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8225 members 
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Entering Unmasked Estep 
Score: -1240452.625000 Penalty: 4588.640137
	Iteration 69Q: 3 clusters Score -1240453 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1240462.625000 Penalty: 4588.640137
	Iteration 70Q: 3 clusters Score -1240463 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1240476 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8304 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1240484 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8330 members 
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Entering Unmasked Estep 
Score: -1240491.750000 Penalty: 4588.640137
	Iteration 73Q: 3 clusters Score -1240492 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1240501 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1240511 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1240521.875000 Penalty: 4588.640137
	Iteration 76Q: 3 clusters Score -1240522 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1240535 nChanged 30
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Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1240547 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1240552.250000 Penalty: 4588.640137
	Iteration 79Q: 3 clusters Score -1240552 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1240562.250000 Penalty: 4588.640137
	Iteration 80F: 3 clusters Score -1240562 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1240572.625000 Penalty: 4588.640137
	Iteration 81Q: 3 clusters Score -1240573 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1240582 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1240594.750000 Penalty: 4588.640137
	Iteration 83Q: 3 clusters Score -1240595 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1240606.625000 Penalty: 4588.640137
	Iteration 84Q: 3 clusters Score -1240607 nChanged 28
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Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1240614 nChanged 21
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Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1240620.875000 Penalty: 4588.640137
	Iteration 86Q: 3 clusters Score -1240621 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1240622.875000 Penalty: 4588.640137
	Iteration 87Q: 3 clusters Score -1240623 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1240627.875000 Penalty: 4588.640137
	Iteration 88Q: 3 clusters Score -1240628 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1240633.875000 Penalty: 4588.640137
	Iteration 89Q: 3 clusters Score -1240634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1240637.375000 Penalty: 4588.640137
	Iteration 90Q: 3 clusters Score -1240637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1240642.875000 Penalty: 4588.640137
	Iteration 91Q: 3 clusters Score -1240643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1240641.750000 Penalty: 4588.640137
	Iteration 92Q: 3 clusters Score -1240642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1240648.875000 Penalty: 4588.640137
	Iteration 93Q: 3 clusters Score -1240649 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1240654.000000 Penalty: 4588.640137
	Iteration 94Q: 3 clusters Score -1240654 nChanged 20
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Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1240660 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1240666.875000 Penalty: 4588.640137
	Iteration 96Q: 3 clusters Score -1240667 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1240671.750000 Penalty: 4588.640137
	Iteration 97Q: 3 clusters Score -1240672 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1240675 nChanged 13
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Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1240679.000000 Penalty: 4588.640137
	Iteration 99Q: 3 clusters Score -1240679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1240679.750000 Penalty: 4588.640137
	Iteration 100F: 3 clusters Score -1240680 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1240686.625000 Penalty: 4588.640137
	Iteration 101Q: 3 clusters Score -1240687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1240686.125000 Penalty: 4588.640137
	Iteration 102Q: 3 clusters Score -1240686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1240691.875000 Penalty: 4588.640137
	Iteration 103Q: 3 clusters Score -1240692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1240693.875000 Penalty: 4588.640137
	Iteration 104Q: 3 clusters Score -1240694 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1240695.625000 Penalty: 4588.640137
	Iteration 105Q: 3 clusters Score -1240696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1240696.750000 Penalty: 4588.640137
	Iteration 106Q: 3 clusters Score -1240697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1240698.625000 Penalty: 4588.640137
	Iteration 107Q: 3 clusters Score -1240699 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1240701.250000 Penalty: 4588.640137
	Iteration 108Q: 3 clusters Score -1240701 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1240702.125000 Penalty: 4588.640137
	Iteration 109Q: 3 clusters Score -1240702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1240704.125000 Penalty: 4588.640137
	Iteration 110Q: 3 clusters Score -1240704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1240703.625000 Penalty: 4588.640137
	Iteration 111Q: 3 clusters Score -1240704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1240706.875000 Penalty: 4588.640137
	Iteration 112Q: 3 clusters Score -1240707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1240705.500000 Penalty: 4588.640137
	Iteration 113Q: 3 clusters Score -1240706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1240705.750000 Penalty: 4588.640137
	Iteration 114Q: 3 clusters Score -1240706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1240705.750000 Penalty: 4588.640137
	Iteration 115F: 3 clusters Score -1240706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Entering Unmasked Estep 
Score: -3994587.000000 Penalty: 2569.223633
	Iteration 0F: 2 clusters Score -3994587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -3973194.500000 Penalty: 5138.447266
	Iteration 0F: 3 clusters Score -3973194 nChanged 14187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -3980820.000000 Penalty: 5138.447266
	Iteration 1F: 3 clusters Score -3980820 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -3981288.000000 Penalty: 5138.447266
	Iteration 2Q: 3 clusters Score -3981288 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -3981760.000000 Penalty: 5138.447266
	Iteration 3Q: 3 clusters Score -3981760 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -3982195.750000 Penalty: 5138.447266
	Iteration 4Q: 3 clusters Score -3982196 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -3982549.250000 Penalty: 5138.447266
	Iteration 5Q: 3 clusters Score -3982549 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -3982877.750000 Penalty: 5138.447266
	Iteration 6Q: 3 clusters Score -3982878 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -3983198.250000 Penalty: 5138.447266
	Iteration 7Q: 3 clusters Score -3983198 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -3983543.750000 Penalty: 5138.447266
	Iteration 8Q: 3 clusters Score -3983544 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -3983879.750000 Penalty: 5138.447266
	Iteration 9Q: 3 clusters Score -3983880 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -3984254.250000 Penalty: 5138.447266
	Iteration 10Q: 3 clusters Score -3984254 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3984642.250000 Penalty: 5138.447266
	Iteration 11Q: 3 clusters Score -3984642 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -3985114.750000 Penalty: 5138.447266
	Iteration 12Q: 3 clusters Score -3985115 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3985715.750000 Penalty: 5138.447266
	Iteration 13Q: 3 clusters Score -3985716 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -3986521.000000 Penalty: 5138.447266
	Iteration 14Q: 3 clusters Score -3986521 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -3987393.750000 Penalty: 5138.447266
	Iteration 15Q: 3 clusters Score -3987394 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -3988037.250000 Penalty: 5138.447266
	Iteration 16Q: 3 clusters Score -3988037 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -3988458.250000 Penalty: 5138.447266
	Iteration 17Q: 3 clusters Score -3988458 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -3988634.000000 Penalty: 5138.447266
	Iteration 18Q: 3 clusters Score -3988634 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -3988759.500000 Penalty: 5138.447266
	Iteration 19Q: 3 clusters Score -3988760 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -3988873.500000 Penalty: 5138.447266
	Iteration 20F: 3 clusters Score -3988874 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -3989009.750000 Penalty: 5138.447266
	Iteration 21Q: 3 clusters Score -3989010 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -3989127.750000 Penalty: 5138.447266
	Iteration 22Q: 3 clusters Score -3989128 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -3989286.500000 Penalty: 5138.447266
	Iteration 23Q: 3 clusters Score -3989286 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -3989480.000000 Penalty: 5138.447266
	Iteration 24Q: 3 clusters Score -3989480 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3989705.250000 Penalty: 5138.447266
	Iteration 25Q: 3 clusters Score -3989705 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -3989923.250000 Penalty: 5138.447266
	Iteration 26Q: 3 clusters Score -3989923 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -3990173.750000 Penalty: 5138.447266
	Iteration 27Q: 3 clusters Score -3990174 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -3990404.750000 Penalty: 5138.447266
	Iteration 28Q: 3 clusters Score -3990405 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -3990631.750000 Penalty: 5138.447266
	Iteration 29Q: 3 clusters Score -3990632 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -3990804.000000 Penalty: 5138.447266
	Iteration 30Q: 3 clusters Score -3990804 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -3990969.500000 Penalty: 5138.447266
	Iteration 31Q: 3 clusters Score -3990970 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -3991097.500000 Penalty: 5138.447266
	Iteration 32Q: 3 clusters Score -3991098 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -3991269.500000 Penalty: 5138.447266
	Iteration 33Q: 3 clusters Score -3991270 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -3991406.000000 Penalty: 5138.447266
	Iteration 34Q: 3 clusters Score -3991406 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -3991517.500000 Penalty: 5138.447266
	Iteration 35Q: 3 clusters Score -3991518 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -3991605.000000 Penalty: 5138.447266
	Iteration 36Q: 3 clusters Score -3991605 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -3991694.500000 Penalty: 5138.447266
	Iteration 37Q: 3 clusters Score -3991694 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -3991747.500000 Penalty: 5138.447266
	Iteration 38Q: 3 clusters Score -3991748 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -3991808.250000 Penalty: 5138.447266
	Iteration 39Q: 3 clusters Score -3991808 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -3991895.250000 Penalty: 5138.447266
	Iteration 40F: 3 clusters Score -3991895 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -3991938.500000 Penalty: 5138.447266
	Iteration 41Q: 3 clusters Score -3991938 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3992022.000000 Penalty: 5138.447266
	Iteration 42Q: 3 clusters Score -3992022 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -3992071.250000 Penalty: 5138.447266
	Iteration 43Q: 3 clusters Score -3992071 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3992136.000000 Penalty: 5138.447266
	Iteration 44Q: 3 clusters Score -3992136 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3992190.500000 Penalty: 5138.447266
	Iteration 45Q: 3 clusters Score -3992190 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -3992227.750000 Penalty: 5138.447266
	Iteration 46Q: 3 clusters Score -3992228 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -3992283.250000 Penalty: 5138.447266
	Iteration 47Q: 3 clusters Score -3992283 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3992318.000000 Penalty: 5138.447266
	Iteration 48Q: 3 clusters Score -3992318 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3992355.750000 Penalty: 5138.447266
	Iteration 49Q: 3 clusters Score -3992356 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3992386.500000 Penalty: 5138.447266
	Iteration 50Q: 3 clusters Score -3992386 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3992433.250000 Penalty: 5138.447266
	Iteration 51Q: 3 clusters Score -3992433 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3992453.500000 Penalty: 5138.447266
	Iteration 52Q: 3 clusters Score -3992454 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3992475.750000 Penalty: 5138.447266
	Iteration 53Q: 3 clusters Score -3992476 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3992497.500000 Penalty: 5138.447266
	Iteration 54Q: 3 clusters Score -3992498 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3992513.750000 Penalty: 5138.447266
	Iteration 55Q: 3 clusters Score -3992514 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3992524.500000 Penalty: 5138.447266
	Iteration 56Q: 3 clusters Score -3992524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3992536.500000 Penalty: 5138.447266
	Iteration 57Q: 3 clusters Score -3992536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3992548.250000 Penalty: 5138.447266
	Iteration 58Q: 3 clusters Score -3992548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3992561.250000 Penalty: 5138.447266
	Iteration 59Q: 3 clusters Score -3992561 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3992573.750000 Penalty: 5138.447266
	Iteration 60F: 3 clusters Score -3992574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3992573.250000 Penalty: 5138.447266
	Iteration 61Q: 3 clusters Score -3992573 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3992580.250000 Penalty: 5138.447266
	Iteration 62Q: 3 clusters Score -3992580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3992585.750000 Penalty: 5138.447266
	Iteration 63Q: 3 clusters Score -3992586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3992595.000000 Penalty: 5138.447266
	Iteration 64Q: 3 clusters Score -3992595 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3992603.250000 Penalty: 5138.447266
	Iteration 65Q: 3 clusters Score -3992603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3992609.250000 Penalty: 5138.447266
	Iteration 66Q: 3 clusters Score -3992609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3992628.500000 Penalty: 5138.447266
	Iteration 67Q: 3 clusters Score -3992628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3992641.250000 Penalty: 5138.447266
	Iteration 68Q: 3 clusters Score -3992641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3992647.750000 Penalty: 5138.447266
	Iteration 69Q: 3 clusters Score -3992648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3992656.250000 Penalty: 5138.447266
	Iteration 70Q: 3 clusters Score -3992656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3992653.250000 Penalty: 5138.447266
	Iteration 71Q: 3 clusters Score -3992653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3992652.250000 Penalty: 5138.447266
	Iteration 72Q: 3 clusters Score -3992652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3992661.250000 Penalty: 5138.447266
	Iteration 73Q: 3 clusters Score -3992661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3992656.750000 Penalty: 5138.447266
	Iteration 74Q: 3 clusters Score -3992657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3992657.750000 Penalty: 5138.447266
	Iteration 75Q: 3 clusters Score -3992658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3992656.500000 Penalty: 5138.447266
	Iteration 76Q: 3 clusters Score -3992656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3992660.500000 Penalty: 5138.447266
	Iteration 77Q: 3 clusters Score -3992660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3992662.750000 Penalty: 5138.447266
	Iteration 78Q: 3 clusters Score -3992663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3992665.250000 Penalty: 5138.447266
	Iteration 79Q: 3 clusters Score -3992665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3992665.250000 Penalty: 5138.447266
	Iteration 80F: 3 clusters Score -3992665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3992665.750000 Penalty: 5138.447266
	Iteration 81Q: 3 clusters Score -3992666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3992664.500000 Penalty: 5138.447266
	Iteration 82Q: 3 clusters Score -3992664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3992666.750000 Penalty: 5138.447266
	Iteration 83Q: 3 clusters Score -3992667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3992663.750000 Penalty: 5138.447266
	Iteration 84Q: 3 clusters Score -3992664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3992666.000000 Penalty: 5138.447266
	Iteration 85Q: 3 clusters Score -3992666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3992665.250000 Penalty: 5138.447266
	Iteration 86Q: 3 clusters Score -3992665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3992663.250000 Penalty: 5138.447266
	Iteration 87Q: 3 clusters Score -3992663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3992662.000000 Penalty: 5138.447266
	Iteration 88Q: 3 clusters Score -3992662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3992662.500000 Penalty: 5138.447266
	Iteration 89Q: 3 clusters Score -3992662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3992669.000000 Penalty: 5138.447266
	Iteration 90Q: 3 clusters Score -3992669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3992678.250000 Penalty: 5138.447266
	Iteration 91Q: 3 clusters Score -3992678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3992682.500000 Penalty: 5138.447266
	Iteration 92Q: 3 clusters Score -3992682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3992696.000000 Penalty: 5138.447266
	Iteration 93Q: 3 clusters Score -3992696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3992709.250000 Penalty: 5138.447266
	Iteration 94Q: 3 clusters Score -3992709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3992710.000000 Penalty: 5138.447266
	Iteration 95Q: 3 clusters Score -3992710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3992717.750000 Penalty: 5138.447266
	Iteration 96Q: 3 clusters Score -3992718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3992733.000000 Penalty: 5138.447266
	Iteration 97Q: 3 clusters Score -3992733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3992740.000000 Penalty: 5138.447266
	Iteration 98Q: 3 clusters Score -3992740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3992733.250000 Penalty: 5138.447266
	Iteration 99Q: 3 clusters Score -3992733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3992739.000000 Penalty: 5138.447266
	Iteration 100F: 3 clusters Score -3992739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3992740.750000 Penalty: 5138.447266
	Iteration 101Q: 3 clusters Score -3992741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3992749.500000 Penalty: 5138.447266
	Iteration 102Q: 3 clusters Score -3992750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3992758.750000 Penalty: 5138.447266
	Iteration 103Q: 3 clusters Score -3992759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3992759.500000 Penalty: 5138.447266
	Iteration 104Q: 3 clusters Score -3992760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3992762.250000 Penalty: 5138.447266
	Iteration 105Q: 3 clusters Score -3992762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3992757.750000 Penalty: 5138.447266
	Iteration 106Q: 3 clusters Score -3992758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3992756.500000 Penalty: 5138.447266
	Iteration 107Q: 3 clusters Score -3992756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3992753.750000 Penalty: 5138.447266
	Iteration 108Q: 3 clusters Score -3992754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3992753.750000 Penalty: 5138.447266
	Iteration 109F: 3 clusters Score -3992754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Entering Unmasked Estep 
Score: -869055.437500 Penalty: 2192.499756
	Iteration 0F: 2 clusters Score -869055.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -863245.125000 Penalty: 4384.999512
	Iteration 0F: 3 clusters Score -863245.1 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -864666.750000 Penalty: 4384.999512
	Iteration 1F: 3 clusters Score -864666.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -864927.312500 Penalty: 4384.999512
	Iteration 2F: 3 clusters Score -864927.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -865099.875000 Penalty: 4384.999512
	Iteration 3F: 3 clusters Score -865099.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -865255.312500 Penalty: 4384.999512
	Iteration 4Q: 3 clusters Score -865255.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -865414.125000 Penalty: 4384.999512
	Iteration 5Q: 3 clusters Score -865414.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -865561.125000 Penalty: 4384.999512
	Iteration 6Q: 3 clusters Score -865561.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -865686.312500 Penalty: 4384.999512
	Iteration 7Q: 3 clusters Score -865686.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -865818.187500 Penalty: 4384.999512
	Iteration 8Q: 3 clusters Score -865818.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -865934.125000 Penalty: 4384.999512
	Iteration 9Q: 3 clusters Score -865934.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -866064.375000 Penalty: 4384.999512
	Iteration 10Q: 3 clusters Score -866064.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -866180.875000 Penalty: 4384.999512
	Iteration 11Q: 3 clusters Score -866180.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -866281.500000 Penalty: 4384.999512
	Iteration 12Q: 3 clusters Score -866281.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -866372.687500 Penalty: 4384.999512
	Iteration 13Q: 3 clusters Score -866372.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -866480.250000 Penalty: 4384.999512
	Iteration 14Q: 3 clusters Score -866480.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -866564.250000 Penalty: 4384.999512
	Iteration 15Q: 3 clusters Score -866564.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -866629.250000 Penalty: 4384.999512
	Iteration 16Q: 3 clusters Score -866629.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -866692.500000 Penalty: 4384.999512
	Iteration 17Q: 3 clusters Score -866692.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -866746.250000 Penalty: 4384.999512
	Iteration 18Q: 3 clusters Score -866746.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -866802.625000 Penalty: 4384.999512
	Iteration 19Q: 3 clusters Score -866802.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -866843.062500 Penalty: 4384.999512
	Iteration 20F: 3 clusters Score -866843.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -866879.437500 Penalty: 4384.999512
	Iteration 21Q: 3 clusters Score -866879.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -866912.875000 Penalty: 4384.999512
	Iteration 22Q: 3 clusters Score -866912.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -866937.625000 Penalty: 4384.999512
	Iteration 23Q: 3 clusters Score -866937.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -866957.250000 Penalty: 4384.999512
	Iteration 24Q: 3 clusters Score -866957.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -866974.812500 Penalty: 4384.999512
	Iteration 25Q: 3 clusters Score -866974.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -866998.875000 Penalty: 4384.999512
	Iteration 26Q: 3 clusters Score -866998.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -867020.625000 Penalty: 4384.999512
	Iteration 27Q: 3 clusters Score -867020.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -867045.187500 Penalty: 4384.999512
	Iteration 28Q: 3 clusters Score -867045.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -867054.375000 Penalty: 4384.999512
	Iteration 29Q: 3 clusters Score -867054.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -867059.125000 Penalty: 4384.999512
	Iteration 30Q: 3 clusters Score -867059.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -867064.750000 Penalty: 4384.999512
	Iteration 31Q: 3 clusters Score -867064.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -867072.000000 Penalty: 4384.999512
	Iteration 32Q: 3 clusters Score -867072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -867072.125000 Penalty: 4384.999512
	Iteration 33Q: 3 clusters Score -867072.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -867079.125000 Penalty: 4384.999512
	Iteration 34Q: 3 clusters Score -867079.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -867083.125000 Penalty: 4384.999512
	Iteration 35Q: 3 clusters Score -867083.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -867085.500000 Penalty: 4384.999512
	Iteration 36Q: 3 clusters Score -867085.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -867086.937500 Penalty: 4384.999512
	Iteration 37Q: 3 clusters Score -867086.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -867092.312500 Penalty: 4384.999512
	Iteration 38Q: 3 clusters Score -867092.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -867092.812500 Penalty: 4384.999512
	Iteration 39Q: 3 clusters Score -867092.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -867094.125000 Penalty: 4384.999512
	Iteration 40F: 3 clusters Score -867094.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -867094.437500 Penalty: 4384.999512
	Iteration 41Q: 3 clusters Score -867094.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -867094.187500 Penalty: 4384.999512
	Iteration 42Q: 3 clusters Score -867094.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -867094.187500 Penalty: 4384.999512
	Iteration 43F: 3 clusters Score -867094.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Entering Unmasked Estep 
Score: -2350654.500000 Penalty: 2447.563232
	Iteration 0F: 2 clusters Score -2350654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2337002.500000 Penalty: 4895.126465
	Iteration 0F: 3 clusters Score -2337002 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2341433.250000 Penalty: 4895.126465
	Iteration 1F: 3 clusters Score -2341433 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2341835.500000 Penalty: 4895.126465
	Iteration 2F: 3 clusters Score -2341836 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2342145.500000 Penalty: 4895.126465
	Iteration 3Q: 3 clusters Score -2342146 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2342426.250000 Penalty: 4895.126465
	Iteration 4Q: 3 clusters Score -2342426 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2342697.750000 Penalty: 4895.126465
	Iteration 5Q: 3 clusters Score -2342698 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2342945.000000 Penalty: 4895.126465
	Iteration 6Q: 3 clusters Score -2342945 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2343182.000000 Penalty: 4895.126465
	Iteration 7Q: 3 clusters Score -2343182 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2343431.250000 Penalty: 4895.126465
	Iteration 8Q: 3 clusters Score -2343431 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2343675.750000 Penalty: 4895.126465
	Iteration 9Q: 3 clusters Score -2343676 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2343927.750000 Penalty: 4895.126465
	Iteration 10Q: 3 clusters Score -2343928 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2344223.500000 Penalty: 4895.126465
	Iteration 11Q: 3 clusters Score -2344224 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -2344647.000000 Penalty: 4895.126465
	Iteration 12Q: 3 clusters Score -2344647 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2345168.500000 Penalty: 4895.126465
	Iteration 13Q: 3 clusters Score -2345168 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2345792.250000 Penalty: 4895.126465
	Iteration 14Q: 3 clusters Score -2345792 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2346468.750000 Penalty: 4895.126465
	Iteration 15Q: 3 clusters Score -2346469 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2347043.500000 Penalty: 4895.126465
	Iteration 16Q: 3 clusters Score -2347044 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2347458.000000 Penalty: 4895.126465
	Iteration 17Q: 3 clusters Score -2347458 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2347681.250000 Penalty: 4895.126465
	Iteration 18Q: 3 clusters Score -2347681 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2347860.500000 Penalty: 4895.126465
	Iteration 19Q: 3 clusters Score -2347860 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2348004.500000 Penalty: 4895.126465
	Iteration 20F: 3 clusters Score -2348004 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2348120.250000 Penalty: 4895.126465
	Iteration 21Q: 3 clusters Score -2348120 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2348204.000000 Penalty: 4895.126465
	Iteration 22Q: 3 clusters Score -2348204 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2348274.000000 Penalty: 4895.126465
	Iteration 23Q: 3 clusters Score -2348274 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2348313.000000 Penalty: 4895.126465
	Iteration 24Q: 3 clusters Score -2348313 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2348335.250000 Penalty: 4895.126465
	Iteration 25Q: 3 clusters Score -2348335 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2348355.500000 Penalty: 4895.126465
	Iteration 26Q: 3 clusters Score -2348356 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2348376.250000 Penalty: 4895.126465
	Iteration 27Q: 3 clusters Score -2348376 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2348385.000000 Penalty: 4895.126465
	Iteration 28Q: 3 clusters Score -2348385 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2348395.500000 Penalty: 4895.126465
	Iteration 29Q: 3 clusters Score -2348396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2348408.750000 Penalty: 4895.126465
	Iteration 30Q: 3 clusters Score -2348409 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2348412.250000 Penalty: 4895.126465
	Iteration 31Q: 3 clusters Score -2348412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2348422.500000 Penalty: 4895.126465
	Iteration 32Q: 3 clusters Score -2348422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2348431.500000 Penalty: 4895.126465
	Iteration 33Q: 3 clusters Score -2348432 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2348444.500000 Penalty: 4895.126465
	Iteration 34Q: 3 clusters Score -2348444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2348449.250000 Penalty: 4895.126465
	Iteration 35Q: 3 clusters Score -2348449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2348454.500000 Penalty: 4895.126465
	Iteration 36Q: 3 clusters Score -2348454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2348456.500000 Penalty: 4895.126465
	Iteration 37Q: 3 clusters Score -2348456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2348463.250000 Penalty: 4895.126465
	Iteration 38Q: 3 clusters Score -2348463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2348459.000000 Penalty: 4895.126465
	Iteration 39Q: 3 clusters Score -2348459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2348459.500000 Penalty: 4895.126465
	Iteration 40F: 3 clusters Score -2348460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2348464.250000 Penalty: 4895.126465
	Iteration 41Q: 3 clusters Score -2348464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2348462.250000 Penalty: 4895.126465
	Iteration 42Q: 3 clusters Score -2348462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2348463.250000 Penalty: 4895.126465
	Iteration 43Q: 3 clusters Score -2348463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2348461.000000 Penalty: 4895.126465
	Iteration 44Q: 3 clusters Score -2348461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2348463.500000 Penalty: 4895.126465
	Iteration 45Q: 3 clusters Score -2348464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2348461.500000 Penalty: 4895.126465
	Iteration 46Q: 3 clusters Score -2348462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2348465.000000 Penalty: 4895.126465
	Iteration 47Q: 3 clusters Score -2348465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2348467.500000 Penalty: 4895.126465
	Iteration 48Q: 3 clusters Score -2348468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2348466.000000 Penalty: 4895.126465
	Iteration 49Q: 3 clusters Score -2348466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2348466.000000 Penalty: 4895.126465
	Iteration 50F: 3 clusters Score -2348466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Entering Unmasked Estep 
Score: -4850460.000000 Penalty: 2626.298340
	Iteration 0F: 2 clusters Score -4850460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -4823624.500000 Penalty: 5252.596680
	Iteration 0F: 3 clusters Score -4823624 nChanged 18253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -4833855.500000 Penalty: 5252.596680
	Iteration 1F: 3 clusters Score -4833856 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -4834681.500000 Penalty: 5252.596680
	Iteration 2Q: 3 clusters Score -4834682 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -4835639.500000 Penalty: 5252.596680
	Iteration 3F: 3 clusters Score -4835640 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -4837055.500000 Penalty: 5252.596680
	Iteration 4F: 3 clusters Score -4837056 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -4838998.500000 Penalty: 5252.596680
	Iteration 5F: 3 clusters Score -4838998 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -4841479.500000 Penalty: 5252.596680
	Iteration 6F: 3 clusters Score -4841480 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -4844288.000000 Penalty: 5252.596680
	Iteration 7F: 3 clusters Score -4844288 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -4846581.500000 Penalty: 5252.596680
	Iteration 8F: 3 clusters Score -4846582 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -4848170.000000 Penalty: 5252.596680
	Iteration 9Q: 3 clusters Score -4848170 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -4849086.500000 Penalty: 5252.596680
	Iteration 10Q: 3 clusters Score -4849086 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4849402.500000 Penalty: 5252.596680
	Iteration 11Q: 3 clusters Score -4849402 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4849520.000000 Penalty: 5252.596680
	Iteration 12Q: 3 clusters Score -4849520 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4849570.500000 Penalty: 5252.596680
	Iteration 13Q: 3 clusters Score -4849570 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4849595.500000 Penalty: 5252.596680
	Iteration 14Q: 3 clusters Score -4849596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -4849616.000000 Penalty: 5252.596680
	Iteration 15Q: 3 clusters Score -4849616 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4849628.000000 Penalty: 5252.596680
	Iteration 16Q: 3 clusters Score -4849628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4849630.500000 Penalty: 5252.596680
	Iteration 17Q: 3 clusters Score -4849630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4849643.000000 Penalty: 5252.596680
	Iteration 18Q: 3 clusters Score -4849643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4849648.500000 Penalty: 5252.596680
	Iteration 19Q: 3 clusters Score -4849648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4849648.500000 Penalty: 5252.596680
	Iteration 20F: 3 clusters Score -4849648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4849649.500000 Penalty: 5252.596680
	Iteration 21Q: 3 clusters Score -4849650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4849644.000000 Penalty: 5252.596680
	Iteration 22Q: 3 clusters Score -4849644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4849648.000000 Penalty: 5252.596680
	Iteration 23Q: 3 clusters Score -4849648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4849644.500000 Penalty: 5252.596680
	Iteration 24Q: 3 clusters Score -4849644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4849651.000000 Penalty: 5252.596680
	Iteration 25Q: 3 clusters Score -4849651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4849651.500000 Penalty: 5252.596680
	Iteration 26Q: 3 clusters Score -4849652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4849648.500000 Penalty: 5252.596680
	Iteration 27Q: 3 clusters Score -4849648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4849648.500000 Penalty: 5252.596680
	Iteration 28F: 3 clusters Score -4849648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Entering Unmasked Estep 
Score: -1119466.125000 Penalty: 2270.868652
	Iteration 0F: 2 clusters Score -1119466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1112074.375000 Penalty: 4541.737305
	Iteration 0F: 3 clusters Score -1112074 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1114441.500000 Penalty: 4541.737305
	Iteration 1F: 3 clusters Score -1114442 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1114869.375000 Penalty: 4541.737305
	Iteration 2F: 3 clusters Score -1114869 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1115242.250000 Penalty: 4541.737305
	Iteration 3F: 3 clusters Score -1115242 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1115617.000000 Penalty: 4541.737305
	Iteration 4F: 3 clusters Score -1115617 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1116031.250000 Penalty: 4541.737305
	Iteration 5F: 3 clusters Score -1116031 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1116437.125000 Penalty: 4541.737305
	Iteration 6F: 3 clusters Score -1116437 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1116787.250000 Penalty: 4541.737305
	Iteration 7F: 3 clusters Score -1116787 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1117037.875000 Penalty: 4541.737305
	Iteration 8Q: 3 clusters Score -1117038 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1117191.875000 Penalty: 4541.737305
	Iteration 9Q: 3 clusters Score -1117192 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1117302.500000 Penalty: 4541.737305
	Iteration 10Q: 3 clusters Score -1117302 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1117375.750000 Penalty: 4541.737305
	Iteration 11Q: 3 clusters Score -1117376 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1117433.750000 Penalty: 4541.737305
	Iteration 12Q: 3 clusters Score -1117434 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1117496.125000 Penalty: 4541.737305
	Iteration 13Q: 3 clusters Score -1117496 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1117550.125000 Penalty: 4541.737305
	Iteration 14Q: 3 clusters Score -1117550 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1117599.000000 Penalty: 4541.737305
	Iteration 15Q: 3 clusters Score -1117599 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1117649.125000 Penalty: 4541.737305
	Iteration 16Q: 3 clusters Score -1117649 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1117686.250000 Penalty: 4541.737305
	Iteration 17Q: 3 clusters Score -1117686 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1117727.375000 Penalty: 4541.737305
	Iteration 18Q: 3 clusters Score -1117727 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1117757.500000 Penalty: 4541.737305
	Iteration 19Q: 3 clusters Score -1117758 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1117786.125000 Penalty: 4541.737305
	Iteration 20F: 3 clusters Score -1117786 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1117827.625000 Penalty: 4541.737305
	Iteration 21Q: 3 clusters Score -1117828 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1117861.250000 Penalty: 4541.737305
	Iteration 22Q: 3 clusters Score -1117861 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1117893.000000 Penalty: 4541.737305
	Iteration 23Q: 3 clusters Score -1117893 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1117926.500000 Penalty: 4541.737305
	Iteration 24Q: 3 clusters Score -1117926 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1117965.750000 Penalty: 4541.737305
	Iteration 25Q: 3 clusters Score -1117966 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1117999.875000 Penalty: 4541.737305
	Iteration 26Q: 3 clusters Score -1118000 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1118029.625000 Penalty: 4541.737305
	Iteration 27Q: 3 clusters Score -1118030 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1118062.750000 Penalty: 4541.737305
	Iteration 28Q: 3 clusters Score -1118063 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1118093.625000 Penalty: 4541.737305
	Iteration 29Q: 3 clusters Score -1118094 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1118125.125000 Penalty: 4541.737305
	Iteration 30Q: 3 clusters Score -1118125 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1118166.375000 Penalty: 4541.737305
	Iteration 31Q: 3 clusters Score -1118166 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1118208.500000 Penalty: 4541.737305
	Iteration 32Q: 3 clusters Score -1118208 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1118251.375000 Penalty: 4541.737305
	Iteration 33Q: 3 clusters Score -1118251 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1118296.750000 Penalty: 4541.737305
	Iteration 34Q: 3 clusters Score -1118297 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1118343.250000 Penalty: 4541.737305
	Iteration 35Q: 3 clusters Score -1118343 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1118376.750000 Penalty: 4541.737305
	Iteration 36Q: 3 clusters Score -1118377 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1118410.625000 Penalty: 4541.737305
	Iteration 37Q: 3 clusters Score -1118411 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1118455.125000 Penalty: 4541.737305
	Iteration 38Q: 3 clusters Score -1118455 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1118485.375000 Penalty: 4541.737305
	Iteration 39Q: 3 clusters Score -1118485 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1118508.375000 Penalty: 4541.737305
	Iteration 40F: 3 clusters Score -1118508 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1118537.625000 Penalty: 4541.737305
	Iteration 41Q: 3 clusters Score -1118538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1118562.625000 Penalty: 4541.737305
	Iteration 42Q: 3 clusters Score -1118563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1118587.750000 Penalty: 4541.737305
	Iteration 43Q: 3 clusters Score -1118588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1118599.375000 Penalty: 4541.737305
	Iteration 44Q: 3 clusters Score -1118599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1118617.250000 Penalty: 4541.737305
	Iteration 45Q: 3 clusters Score -1118617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1118628.375000 Penalty: 4541.737305
	Iteration 46Q: 3 clusters Score -1118628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1118634.625000 Penalty: 4541.737305
	Iteration 47Q: 3 clusters Score -1118635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1118641.125000 Penalty: 4541.737305
	Iteration 48Q: 3 clusters Score -1118641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1118646.000000 Penalty: 4541.737305
	Iteration 49Q: 3 clusters Score -1118646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1118651.375000 Penalty: 4541.737305
	Iteration 50Q: 3 clusters Score -1118651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1118656.625000 Penalty: 4541.737305
	Iteration 51Q: 3 clusters Score -1118657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1118663.750000 Penalty: 4541.737305
	Iteration 52Q: 3 clusters Score -1118664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1118665.875000 Penalty: 4541.737305
	Iteration 53Q: 3 clusters Score -1118666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1118671.000000 Penalty: 4541.737305
	Iteration 54Q: 3 clusters Score -1118671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1118673.125000 Penalty: 4541.737305
	Iteration 55Q: 3 clusters Score -1118673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1118676.875000 Penalty: 4541.737305
	Iteration 56Q: 3 clusters Score -1118677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1118678.750000 Penalty: 4541.737305
	Iteration 57Q: 3 clusters Score -1118679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1118678.625000 Penalty: 4541.737305
	Iteration 58Q: 3 clusters Score -1118679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1118679.500000 Penalty: 4541.737305
	Iteration 59Q: 3 clusters Score -1118680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1118680.500000 Penalty: 4541.737305
	Iteration 60F: 3 clusters Score -1118680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1118682.875000 Penalty: 4541.737305
	Iteration 61Q: 3 clusters Score -1118683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1118684.000000 Penalty: 4541.737305
	Iteration 62Q: 3 clusters Score -1118684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1118684.750000 Penalty: 4541.737305
	Iteration 63Q: 3 clusters Score -1118685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1118687.250000 Penalty: 4541.737305
	Iteration 64Q: 3 clusters Score -1118687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1118688.750000 Penalty: 4541.737305
	Iteration 65Q: 3 clusters Score -1118689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1118690.250000 Penalty: 4541.737305
	Iteration 66Q: 3 clusters Score -1118690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1118690.250000 Penalty: 4541.737305
	Iteration 67F: 3 clusters Score -1118690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Entering Unmasked Estep 
Score: -2582891.750000 Penalty: 2489.352539
	Iteration 0F: 2 clusters Score -2582892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2566910.000000 Penalty: 4978.705078
	Iteration 0F: 3 clusters Score -2566910 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2572614.500000 Penalty: 4978.705078
	Iteration 1F: 3 clusters Score -2572614 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2573239.500000 Penalty: 4978.705078
	Iteration 2F: 3 clusters Score -2573240 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2573825.000000 Penalty: 4978.705078
	Iteration 3F: 3 clusters Score -2573825 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2574433.750000 Penalty: 4978.705078
	Iteration 4F: 3 clusters Score -2574434 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2575108.750000 Penalty: 4978.705078
	Iteration 5F: 3 clusters Score -2575109 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2575782.250000 Penalty: 4978.705078
	Iteration 6F: 3 clusters Score -2575782 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2576549.750000 Penalty: 4978.705078
	Iteration 7F: 3 clusters Score -2576550 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2577395.250000 Penalty: 4978.705078
	Iteration 8F: 3 clusters Score -2577395 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2578256.250000 Penalty: 4978.705078
	Iteration 9F: 3 clusters Score -2578256 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2579095.250000 Penalty: 4978.705078
	Iteration 10Q: 3 clusters Score -2579095 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2579697.750000 Penalty: 4978.705078
	Iteration 11Q: 3 clusters Score -2579698 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2580114.000000 Penalty: 4978.705078
	Iteration 12Q: 3 clusters Score -2580114 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2580402.750000 Penalty: 4978.705078
	Iteration 13Q: 3 clusters Score -2580403 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2580615.500000 Penalty: 4978.705078
	Iteration 14Q: 3 clusters Score -2580616 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2580723.500000 Penalty: 4978.705078
	Iteration 15Q: 3 clusters Score -2580724 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2580816.250000 Penalty: 4978.705078
	Iteration 16Q: 3 clusters Score -2580816 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2580880.750000 Penalty: 4978.705078
	Iteration 17Q: 3 clusters Score -2580881 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2580934.750000 Penalty: 4978.705078
	Iteration 18Q: 3 clusters Score -2580935 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2580975.500000 Penalty: 4978.705078
	Iteration 19Q: 3 clusters Score -2580976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2581008.000000 Penalty: 4978.705078
	Iteration 20F: 3 clusters Score -2581008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2581021.250000 Penalty: 4978.705078
	Iteration 21Q: 3 clusters Score -2581021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2581030.750000 Penalty: 4978.705078
	Iteration 22Q: 3 clusters Score -2581031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2581041.250000 Penalty: 4978.705078
	Iteration 23Q: 3 clusters Score -2581041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2581044.750000 Penalty: 4978.705078
	Iteration 24Q: 3 clusters Score -2581045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2581045.000000 Penalty: 4978.705078
	Iteration 25Q: 3 clusters Score -2581045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2581043.250000 Penalty: 4978.705078
	Iteration 26Q: 3 clusters Score -2581043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2581043.000000 Penalty: 4978.705078
	Iteration 27Q: 3 clusters Score -2581043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2581043.000000 Penalty: 4978.705078
	Iteration 28F: 3 clusters Score -2581043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Entering Unmasked Estep 
Score: -2807390.750000 Penalty: 2493.652100
	Iteration 0F: 2 clusters Score -2807391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2791268.500000 Penalty: 4987.304199
	Iteration 0F: 3 clusters Score -2791268 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2797249.000000 Penalty: 4987.304199
	Iteration 1F: 3 clusters Score -2797249 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2798091.500000 Penalty: 4987.304199
	Iteration 2F: 3 clusters Score -2798092 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2799026.250000 Penalty: 4987.304199
	Iteration 3F: 3 clusters Score -2799026 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2800001.000000 Penalty: 4987.304199
	Iteration 4F: 3 clusters Score -2800001 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2801015.750000 Penalty: 4987.304199
	Iteration 5F: 3 clusters Score -2801016 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2802049.500000 Penalty: 4987.304199
	Iteration 6F: 3 clusters Score -2802050 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2803013.250000 Penalty: 4987.304199
	Iteration 7F: 3 clusters Score -2803013 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2803812.750000 Penalty: 4987.304199
	Iteration 8Q: 3 clusters Score -2803813 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2804386.000000 Penalty: 4987.304199
	Iteration 9Q: 3 clusters Score -2804386 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2804772.250000 Penalty: 4987.304199
	Iteration 10Q: 3 clusters Score -2804772 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2805082.500000 Penalty: 4987.304199
	Iteration 11Q: 3 clusters Score -2805082 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2805300.250000 Penalty: 4987.304199
	Iteration 12Q: 3 clusters Score -2805300 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2805468.250000 Penalty: 4987.304199
	Iteration 13Q: 3 clusters Score -2805468 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2805590.250000 Penalty: 4987.304199
	Iteration 14Q: 3 clusters Score -2805590 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2805665.250000 Penalty: 4987.304199
	Iteration 15Q: 3 clusters Score -2805665 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2805736.000000 Penalty: 4987.304199
	Iteration 16Q: 3 clusters Score -2805736 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2805799.750000 Penalty: 4987.304199
	Iteration 17Q: 3 clusters Score -2805800 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2805842.500000 Penalty: 4987.304199
	Iteration 18Q: 3 clusters Score -2805842 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2805876.250000 Penalty: 4987.304199
	Iteration 19Q: 3 clusters Score -2805876 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -2805914.000000 Penalty: 4987.304199
	Iteration 20F: 3 clusters Score -2805914 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -2805948.000000 Penalty: 4987.304199
	Iteration 21Q: 3 clusters Score -2805948 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2805966.500000 Penalty: 4987.304199
	Iteration 22Q: 3 clusters Score -2805966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2805981.750000 Penalty: 4987.304199
	Iteration 23Q: 3 clusters Score -2805982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2805989.250000 Penalty: 4987.304199
	Iteration 24Q: 3 clusters Score -2805989 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -2805997.750000 Penalty: 4987.304199
	Iteration 25Q: 3 clusters Score -2805998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -2806004.500000 Penalty: 4987.304199
	Iteration 26Q: 3 clusters Score -2806004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2806014.500000 Penalty: 4987.304199
	Iteration 27Q: 3 clusters Score -2806014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -2806010.000000 Penalty: 4987.304199
	Iteration 28Q: 3 clusters Score -2806010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -2806015.750000 Penalty: 4987.304199
	Iteration 29Q: 3 clusters Score -2806016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -2806022.000000 Penalty: 4987.304199
	Iteration 30Q: 3 clusters Score -2806022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2806022.250000 Penalty: 4987.304199
	Iteration 31Q: 3 clusters Score -2806022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2806023.250000 Penalty: 4987.304199
	Iteration 32Q: 3 clusters Score -2806023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2806030.750000 Penalty: 4987.304199
	Iteration 33Q: 3 clusters Score -2806031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -2806038.000000 Penalty: 4987.304199
	Iteration 34Q: 3 clusters Score -2806038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2806036.000000 Penalty: 4987.304199
	Iteration 35Q: 3 clusters Score -2806036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -2806038.750000 Penalty: 4987.304199
	Iteration 36Q: 3 clusters Score -2806039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2806036.500000 Penalty: 4987.304199
	Iteration 37Q: 3 clusters Score -2806036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -2806038.250000 Penalty: 4987.304199
	Iteration 38Q: 3 clusters Score -2806038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -2806042.250000 Penalty: 4987.304199
	Iteration 39Q: 3 clusters Score -2806042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -2806041.750000 Penalty: 4987.304199
	Iteration 40F: 3 clusters Score -2806042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -2806044.000000 Penalty: 4987.304199
	Iteration 41Q: 3 clusters Score -2806044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -2806044.000000 Penalty: 4987.304199
	Iteration 42F: 3 clusters Score -2806044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Entering Unmasked Estep 
Score: -497437.187500 Penalty: 2062.805908
	Iteration 0F: 2 clusters Score -497437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -493480.875000 Penalty: 4125.611816
	Iteration 0F: 3 clusters Score -493480.9 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -494344.125000 Penalty: 4125.611816
	Iteration 1F: 3 clusters Score -494344.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -494548.687500 Penalty: 4125.611816
	Iteration 2F: 3 clusters Score -494548.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -494661.468750 Penalty: 4125.611816
	Iteration 3Q: 3 clusters Score -494661.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -494734.187500 Penalty: 4125.611816
	Iteration 4Q: 3 clusters Score -494734.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -494793.531250 Penalty: 4125.611816
	Iteration 5Q: 3 clusters Score -494793.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -494828.500000 Penalty: 4125.611816
	Iteration 6Q: 3 clusters Score -494828.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -494856.812500 Penalty: 4125.611816
	Iteration 7Q: 3 clusters Score -494856.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -494882.125000 Penalty: 4125.611816
	Iteration 8Q: 3 clusters Score -494882.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -494909.375000 Penalty: 4125.611816
	Iteration 9Q: 3 clusters Score -494909.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -494931.562500 Penalty: 4125.611816
	Iteration 10Q: 3 clusters Score -494931.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -494949.812500 Penalty: 4125.611816
	Iteration 11Q: 3 clusters Score -494949.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -494962.687500 Penalty: 4125.611816
	Iteration 12Q: 3 clusters Score -494962.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -494976.781250 Penalty: 4125.611816
	Iteration 13Q: 3 clusters Score -494976.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -494988.093750 Penalty: 4125.611816
	Iteration 14Q: 3 clusters Score -494988.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -494998.406250 Penalty: 4125.611816
	Iteration 15Q: 3 clusters Score -494998.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -495007.312500 Penalty: 4125.611816
	Iteration 16Q: 3 clusters Score -495007.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -495016.718750 Penalty: 4125.611816
	Iteration 17Q: 3 clusters Score -495016.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -495025.906250 Penalty: 4125.611816
	Iteration 18Q: 3 clusters Score -495025.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -495038.375000 Penalty: 4125.611816
	Iteration 19Q: 3 clusters Score -495038.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -495050.312500 Penalty: 4125.611816
	Iteration 20F: 3 clusters Score -495050.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -495059.781250 Penalty: 4125.611816
	Iteration 21Q: 3 clusters Score -495059.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -495065.093750 Penalty: 4125.611816
	Iteration 22Q: 3 clusters Score -495065.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -495071.750000 Penalty: 4125.611816
	Iteration 23Q: 3 clusters Score -495071.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -495079.406250 Penalty: 4125.611816
	Iteration 24Q: 3 clusters Score -495079.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -495090.406250 Penalty: 4125.611816
	Iteration 25Q: 3 clusters Score -495090.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -495099.562500 Penalty: 4125.611816
	Iteration 26Q: 3 clusters Score -495099.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -495106.656250 Penalty: 4125.611816
	Iteration 27Q: 3 clusters Score -495106.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -495110.437500 Penalty: 4125.611816
	Iteration 28Q: 3 clusters Score -495110.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -495114.843750 Penalty: 4125.611816
	Iteration 29Q: 3 clusters Score -495114.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -495117.750000 Penalty: 4125.611816
	Iteration 30Q: 3 clusters Score -495117.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -495122.000000 Penalty: 4125.611816
	Iteration 31Q: 3 clusters Score -495122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -495123.656250 Penalty: 4125.611816
	Iteration 32Q: 3 clusters Score -495123.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -495127.656250 Penalty: 4125.611816
	Iteration 33Q: 3 clusters Score -495127.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -495131.156250 Penalty: 4125.611816
	Iteration 34Q: 3 clusters Score -495131.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -495133.156250 Penalty: 4125.611816
	Iteration 35Q: 3 clusters Score -495133.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -495136.750000 Penalty: 4125.611816
	Iteration 36Q: 3 clusters Score -495136.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -495140.156250 Penalty: 4125.611816
	Iteration 37Q: 3 clusters Score -495140.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -495144.343750 Penalty: 4125.611816
	Iteration 38Q: 3 clusters Score -495144.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -495151.062500 Penalty: 4125.611816
	Iteration 39Q: 3 clusters Score -495151.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -495159.625000 Penalty: 4125.611816
	Iteration 40F: 3 clusters Score -495159.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -495170.875000 Penalty: 4125.611816
	Iteration 41Q: 3 clusters Score -495170.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -495179.718750 Penalty: 4125.611816
	Iteration 42Q: 3 clusters Score -495179.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -495190.218750 Penalty: 4125.611816
	Iteration 43Q: 3 clusters Score -495190.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -495203.656250 Penalty: 4125.611816
	Iteration 44Q: 3 clusters Score -495203.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -495214.125000 Penalty: 4125.611816
	Iteration 45Q: 3 clusters Score -495214.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -495224.468750 Penalty: 4125.611816
	Iteration 46Q: 3 clusters Score -495224.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -495238.812500 Penalty: 4125.611816
	Iteration 47Q: 3 clusters Score -495238.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -495250.468750 Penalty: 4125.611816
	Iteration 48Q: 3 clusters Score -495250.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -495262.187500 Penalty: 4125.611816
	Iteration 49Q: 3 clusters Score -495262.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -495275.281250 Penalty: 4125.611816
	Iteration 50Q: 3 clusters Score -495275.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -495286.406250 Penalty: 4125.611816
	Iteration 51Q: 3 clusters Score -495286.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -495294.531250 Penalty: 4125.611816
	Iteration 52Q: 3 clusters Score -495294.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -495303.406250 Penalty: 4125.611816
	Iteration 53Q: 3 clusters Score -495303.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -495316.593750 Penalty: 4125.611816
	Iteration 54Q: 3 clusters Score -495316.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -495328.281250 Penalty: 4125.611816
	Iteration 55Q: 3 clusters Score -495328.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -495341.156250 Penalty: 4125.611816
	Iteration 56Q: 3 clusters Score -495341.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -495352.687500 Penalty: 4125.611816
	Iteration 57Q: 3 clusters Score -495352.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -495361.343750 Penalty: 4125.611816
	Iteration 58Q: 3 clusters Score -495361.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -495375.437500 Penalty: 4125.611816
	Iteration 59Q: 3 clusters Score -495375.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -495387.218750 Penalty: 4125.611816
	Iteration 60F: 3 clusters Score -495387.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -495397.156250 Penalty: 4125.611816
	Iteration 61Q: 3 clusters Score -495397.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -495411.375000 Penalty: 4125.611816
	Iteration 62Q: 3 clusters Score -495411.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -495433.062500 Penalty: 4125.611816
	Iteration 63Q: 3 clusters Score -495433.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -495449.937500 Penalty: 4125.611816
	Iteration 64Q: 3 clusters Score -495449.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -495467.937500 Penalty: 4125.611816
	Iteration 65Q: 3 clusters Score -495467.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -495492.906250 Penalty: 4125.611816
	Iteration 66Q: 3 clusters Score -495492.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -495517.281250 Penalty: 4125.611816
	Iteration 67Q: 3 clusters Score -495517.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -495543.437500 Penalty: 4125.611816
	Iteration 68Q: 3 clusters Score -495543.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -495565.750000 Penalty: 4125.611816
	Iteration 69Q: 3 clusters Score -495565.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -495590.375000 Penalty: 4125.611816
	Iteration 70Q: 3 clusters Score -495590.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -495604.250000 Penalty: 4125.611816
	Iteration 71Q: 3 clusters Score -495604.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -495625.593750 Penalty: 4125.611816
	Iteration 72Q: 3 clusters Score -495625.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -495649.843750 Penalty: 4125.611816
	Iteration 73Q: 3 clusters Score -495649.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -495666.843750 Penalty: 4125.611816
	Iteration 74Q: 3 clusters Score -495666.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -495687.343750 Penalty: 4125.611816
	Iteration 75Q: 3 clusters Score -495687.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -495705.781250 Penalty: 4125.611816
	Iteration 76Q: 3 clusters Score -495705.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -495725.593750 Penalty: 4125.611816
	Iteration 77Q: 3 clusters Score -495725.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -495739.687500 Penalty: 4125.611816
	Iteration 78Q: 3 clusters Score -495739.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -495747.500000 Penalty: 4125.611816
	Iteration 79Q: 3 clusters Score -495747.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -495759.875000 Penalty: 4125.611816
	Iteration 80F: 3 clusters Score -495759.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -495773.406250 Penalty: 4125.611816
	Iteration 81Q: 3 clusters Score -495773.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -495778.656250 Penalty: 4125.611816
	Iteration 82Q: 3 clusters Score -495778.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -495781.656250 Penalty: 4125.611816
	Iteration 83Q: 3 clusters Score -495781.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -495784.781250 Penalty: 4125.611816
	Iteration 84Q: 3 clusters Score -495784.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -495788.812500 Penalty: 4125.611816
	Iteration 85Q: 3 clusters Score -495788.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -495790.625000 Penalty: 4125.611816
	Iteration 86Q: 3 clusters Score -495790.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -495799.281250 Penalty: 4125.611816
	Iteration 87Q: 3 clusters Score -495799.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -495809.500000 Penalty: 4125.611816
	Iteration 88Q: 3 clusters Score -495809.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -495823.281250 Penalty: 4125.611816
	Iteration 89Q: 3 clusters Score -495823.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -495837.125000 Penalty: 4125.611816
	Iteration 90Q: 3 clusters Score -495837.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -495846.812500 Penalty: 4125.611816
	Iteration 91Q: 3 clusters Score -495846.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -495857.375000 Penalty: 4125.611816
	Iteration 92Q: 3 clusters Score -495857.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -495865.750000 Penalty: 4125.611816
	Iteration 93Q: 3 clusters Score -495865.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -495871.937500 Penalty: 4125.611816
	Iteration 94Q: 3 clusters Score -495871.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -495877.968750 Penalty: 4125.611816
	Iteration 95Q: 3 clusters Score -495878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -495887.000000 Penalty: 4125.611816
	Iteration 96Q: 3 clusters Score -495887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -495890.562500 Penalty: 4125.611816
	Iteration 97Q: 3 clusters Score -495890.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -495892.031250 Penalty: 4125.611816
	Iteration 98Q: 3 clusters Score -495892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -495893.187500 Penalty: 4125.611816
	Iteration 99Q: 3 clusters Score -495893.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -495893.187500 Penalty: 4125.611816
	Iteration 100F: 3 clusters Score -495893.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -76642.937500 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -76642.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -74956.437500 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -74956.44 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -75475.390625 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -75475.39 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -76087.960938 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -76087.96 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -76744.679688 Penalty: 3294.673340
	Iteration 3F: 3 clusters Score -76744.68 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -77068.921875 Penalty: 3294.673340
	Iteration 4F: 3 clusters Score -77068.92 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -77357.148438 Penalty: 3294.673340
	Iteration 5F: 3 clusters Score -77357.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -77620.265625 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -77620.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -77818.140625 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -77818.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -77920.187500 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -77920.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -77997.976562 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -77997.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -78024.625000 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -78024.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -78076.015625 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -78076.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -78154.109375 Penalty: 3294.673340
	Iteration 12Q: 3 clusters Score -78154.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -78188.617188 Penalty: 3294.673340
	Iteration 13Q: 3 clusters Score -78188.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -78188.812500 Penalty: 3294.673340
	Iteration 14F: 3 clusters Score -78188.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -78250.835938 Penalty: 3294.673340
	Iteration 15Q: 3 clusters Score -78250.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -78260.609375 Penalty: 3294.673340
	Iteration 16Q: 3 clusters Score -78260.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -78260.609375 Penalty: 3294.673340
	Iteration 17F: 3 clusters Score -78260.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 196131 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 41463 members 
Mstep: Class 10 contains 279231 members 
Mstep: Class 11 contains 59447 members 
Mstep: Class 12 contains 295521 members 
Mstep: Class 13 contains 10418 members 
Mstep: Class 14 contains 31564 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 92981 members 
Mstep: Class 24 contains 78084 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 433 members 
Entering Unmasked Estep 
Score: -154581120.000000 Penalty: 90644.539062
Splitting cluster 22 changes total score from -154581216.000000 to -154581120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (92981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92981 members 
Entering Unmasked Estep 
Score: -11730721.000000 Penalty: 2837.157227
	Iteration 0F: 2 clusters Score -1.173072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -11668792.000000 Penalty: 5674.314453
	Iteration 0F: 3 clusters Score -1.166879e+07 nChanged 43861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -11693803.000000 Penalty: 5674.314453
	Iteration 1F: 3 clusters Score -1.16938e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -11694623.000000 Penalty: 5674.314453
	Iteration 2Q: 3 clusters Score -1.169462e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -11695465.000000 Penalty: 5674.314453
	Iteration 3Q: 3 clusters Score -1.169546e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -11696620.000000 Penalty: 5674.314453
	Iteration 4Q: 3 clusters Score -1.169662e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -11698258.000000 Penalty: 5674.314453
	Iteration 5Q: 3 clusters Score -1.169826e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -11700509.000000 Penalty: 5674.314453
	Iteration 6Q: 3 clusters Score -1.170051e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 60096 members 
Entering Unmasked Estep 
Score: -11703562.000000 Penalty: 5674.314453
	Iteration 7F: 3 clusters Score -1.170356e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 65179 members 
Entering Unmasked Estep 
Score: -11707868.000000 Penalty: 5674.314453
	Iteration 8F: 3 clusters Score -1.170787e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 70560 members 
Entering Unmasked Estep 
Score: -11712596.000000 Penalty: 5674.314453
	Iteration 9F: 3 clusters Score -1.17126e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 75562 members 
Entering Unmasked Estep 
Score: -11717110.000000 Penalty: 5674.314453
	Iteration 10F: 3 clusters Score -1.171711e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 79427 members 
Entering Unmasked Estep 
Score: -11720487.000000 Penalty: 5674.314453
	Iteration 11Q: 3 clusters Score -1.172049e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 82161 members 
Entering Unmasked Estep 
Score: -11722838.000000 Penalty: 5674.314453
	Iteration 12Q: 3 clusters Score -1.172284e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 84080 members 
Entering Unmasked Estep 
Score: -11724447.000000 Penalty: 5674.314453
	Iteration 13Q: 3 clusters Score -1.172445e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 85490 members 
Entering Unmasked Estep 
Score: -11725518.000000 Penalty: 5674.314453
	Iteration 14Q: 3 clusters Score -1.172552e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 86561 members 
Entering Unmasked Estep 
Score: -11726140.000000 Penalty: 5674.314453
	Iteration 15Q: 3 clusters Score -1.172614e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 87380 members 
Entering Unmasked Estep 
Score: -11726572.000000 Penalty: 5674.314453
	Iteration 16Q: 3 clusters Score -1.172657e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 88034 members 
Entering Unmasked Estep 
Score: -11726876.000000 Penalty: 5674.314453
	Iteration 17Q: 3 clusters Score -1.172688e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 88567 members 
Entering Unmasked Estep 
Score: -11727091.000000 Penalty: 5674.314453
	Iteration 18Q: 3 clusters Score -1.172709e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 89040 members 
Entering Unmasked Estep 
Score: -11727284.000000 Penalty: 5674.314453
	Iteration 19Q: 3 clusters Score -1.172728e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 89451 members 
Entering Unmasked Estep 
Score: -11727455.000000 Penalty: 5674.314453
	Iteration 20F: 3 clusters Score -1.172746e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 89813 members 
Entering Unmasked Estep 
Score: -11727630.000000 Penalty: 5674.314453
	Iteration 21Q: 3 clusters Score -1.172763e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 90106 members 
Entering Unmasked Estep 
Score: -11727758.000000 Penalty: 5674.314453
	Iteration 22Q: 3 clusters Score -1.172776e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 90377 members 
Entering Unmasked Estep 
Score: -11727858.000000 Penalty: 5674.314453
	Iteration 23Q: 3 clusters Score -1.172786e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 90587 members 
Entering Unmasked Estep 
Score: -11727921.000000 Penalty: 5674.314453
	Iteration 24Q: 3 clusters Score -1.172792e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 90754 members 
Entering Unmasked Estep 
Score: -11728013.000000 Penalty: 5674.314453
	Iteration 25Q: 3 clusters Score -1.172801e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 90894 members 
Entering Unmasked Estep 
Score: -11728052.000000 Penalty: 5674.314453
	Iteration 26Q: 3 clusters Score -1.172805e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 91032 members 
Entering Unmasked Estep 
Score: -11728093.000000 Penalty: 5674.314453
	Iteration 27Q: 3 clusters Score -1.172809e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 91157 members 
Entering Unmasked Estep 
Score: -11728141.000000 Penalty: 5674.314453
	Iteration 28Q: 3 clusters Score -1.172814e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 91253 members 
Entering Unmasked Estep 
Score: -11728169.000000 Penalty: 5674.314453
	Iteration 29Q: 3 clusters Score -1.172817e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 91334 members 
Entering Unmasked Estep 
Score: -11728199.000000 Penalty: 5674.314453
	Iteration 30Q: 3 clusters Score -1.17282e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 91403 members 
Entering Unmasked Estep 
Score: -11728225.000000 Penalty: 5674.314453
	Iteration 31Q: 3 clusters Score -1.172822e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 91464 members 
Entering Unmasked Estep 
Score: -11728268.000000 Penalty: 5674.314453
	Iteration 32Q: 3 clusters Score -1.172827e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 91518 members 
Entering Unmasked Estep 
Score: -11728280.000000 Penalty: 5674.314453
	Iteration 33Q: 3 clusters Score -1.172828e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 91569 members 
Entering Unmasked Estep 
Score: -11728300.000000 Penalty: 5674.314453
	Iteration 34Q: 3 clusters Score -1.17283e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 91611 members 
Entering Unmasked Estep 
Score: -11728326.000000 Penalty: 5674.314453
	Iteration 35Q: 3 clusters Score -1.172833e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 91640 members 
Entering Unmasked Estep 
Score: -11728352.000000 Penalty: 5674.314453
	Iteration 36Q: 3 clusters Score -1.172835e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 91672 members 
Entering Unmasked Estep 
Score: -11728352.000000 Penalty: 5674.314453
	Iteration 37Q: 3 clusters Score -1.172835e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 91699 members 
Entering Unmasked Estep 
Score: -11728381.000000 Penalty: 5674.314453
	Iteration 38Q: 3 clusters Score -1.172838e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 91733 members 
Entering Unmasked Estep 
Score: -11728416.000000 Penalty: 5674.314453
	Iteration 39Q: 3 clusters Score -1.172842e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 91765 members 
Entering Unmasked Estep 
Score: -11728406.000000 Penalty: 5674.314453
	Iteration 40F: 3 clusters Score -1.172841e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 91784 members 
Entering Unmasked Estep 
Score: -11728406.000000 Penalty: 5674.314453
	Iteration 41Q: 3 clusters Score -1.172841e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 91797 members 
Entering Unmasked Estep 
Score: -11728407.000000 Penalty: 5674.314453
	Iteration 42Q: 3 clusters Score -1.172841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 91806 members 
Entering Unmasked Estep 
Score: -11728415.000000 Penalty: 5674.314453
	Iteration 43Q: 3 clusters Score -1.172842e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 91816 members 
Entering Unmasked Estep 
Score: -11728402.000000 Penalty: 5674.314453
	Iteration 44Q: 3 clusters Score -1.17284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 91822 members 
Entering Unmasked Estep 
Score: -11728412.000000 Penalty: 5674.314453
	Iteration 45Q: 3 clusters Score -1.172841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 91828 members 
Entering Unmasked Estep 
Score: -11728415.000000 Penalty: 5674.314453
	Iteration 46Q: 3 clusters Score -1.172842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 91833 members 
Entering Unmasked Estep 
Score: -11728418.000000 Penalty: 5674.314453
	Iteration 47Q: 3 clusters Score -1.172842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 91836 members 
Entering Unmasked Estep 
Score: -11728419.000000 Penalty: 5674.314453
	Iteration 48Q: 3 clusters Score -1.172842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 91840 members 
Entering Unmasked Estep 
Score: -11728415.000000 Penalty: 5674.314453
	Iteration 49Q: 3 clusters Score -1.172842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 91847 members 
Entering Unmasked Estep 
Score: -11728416.000000 Penalty: 5674.314453
	Iteration 50Q: 3 clusters Score -1.172842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 91853 members 
Entering Unmasked Estep 
Score: -11728425.000000 Penalty: 5674.314453
	Iteration 51Q: 3 clusters Score -1.172842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 91858 members 
Entering Unmasked Estep 
Score: -11728430.000000 Penalty: 5674.314453
	Iteration 52Q: 3 clusters Score -1.172843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 91863 members 
Entering Unmasked Estep 
Score: -11728416.000000 Penalty: 5674.314453
	Iteration 53Q: 3 clusters Score -1.172842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 91867 members 
Entering Unmasked Estep 
Score: -11728422.000000 Penalty: 5674.314453
	Iteration 54Q: 3 clusters Score -1.172842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 91871 members 
Entering Unmasked Estep 
Score: -11728418.000000 Penalty: 5674.314453
	Iteration 55Q: 3 clusters Score -1.172842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 91872 members 
Entering Unmasked Estep 
Score: -11728416.000000 Penalty: 5674.314453
	Iteration 56Q: 3 clusters Score -1.172842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 91872 members 
Entering Unmasked Estep 
Score: -11728416.000000 Penalty: 5674.314453
	Iteration 57F: 3 clusters Score -1.172842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (78084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78084 members 
Entering Unmasked Estep 
Score: -9454170.000000 Penalty: 2793.854004
	Iteration 0F: 2 clusters Score -9454170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -9401864.000000 Penalty: 5587.708008
	Iteration 0F: 3 clusters Score -9401864 nChanged 36715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -9422873.000000 Penalty: 5587.708008
	Iteration 1F: 3 clusters Score -9422873 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -9423791.000000 Penalty: 5587.708008
	Iteration 2Q: 3 clusters Score -9423791 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -9424767.000000 Penalty: 5587.708008
	Iteration 3Q: 3 clusters Score -9424767 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -9425874.000000 Penalty: 5587.708008
	Iteration 4Q: 3 clusters Score -9425874 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -9427078.000000 Penalty: 5587.708008
	Iteration 5Q: 3 clusters Score -9427078 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -9428402.000000 Penalty: 5587.708008
	Iteration 6Q: 3 clusters Score -9428402 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -9430044.000000 Penalty: 5587.708008
	Iteration 7Q: 3 clusters Score -9430044 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -9432033.000000 Penalty: 5587.708008
	Iteration 8Q: 3 clusters Score -9432033 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -9434268.000000 Penalty: 5587.708008
	Iteration 9Q: 3 clusters Score -9434268 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -9436707.000000 Penalty: 5587.708008
	Iteration 10F: 3 clusters Score -9436707 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -9439398.000000 Penalty: 5587.708008
	Iteration 11F: 3 clusters Score -9439398 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 63536 members 
Entering Unmasked Estep 
Score: -9441982.000000 Penalty: 5587.708008
	Iteration 12Q: 3 clusters Score -9441982 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -9444349.000000 Penalty: 5587.708008
	Iteration 13Q: 3 clusters Score -9444349 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -9446327.000000 Penalty: 5587.708008
	Iteration 14Q: 3 clusters Score -9446327 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 72008 members 
Entering Unmasked Estep 
Score: -9447868.000000 Penalty: 5587.708008
	Iteration 15Q: 3 clusters Score -9447868 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 73785 members 
Entering Unmasked Estep 
Score: -9449121.000000 Penalty: 5587.708008
	Iteration 16Q: 3 clusters Score -9449121 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 75116 members 
Entering Unmasked Estep 
Score: -9450076.000000 Penalty: 5587.708008
	Iteration 17Q: 3 clusters Score -9450076 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 76012 members 
Entering Unmasked Estep 
Score: -9450635.000000 Penalty: 5587.708008
	Iteration 18Q: 3 clusters Score -9450635 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 76586 members 
Entering Unmasked Estep 
Score: -9451006.000000 Penalty: 5587.708008
	Iteration 19Q: 3 clusters Score -9451006 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 76918 members 
Entering Unmasked Estep 
Score: -9451254.000000 Penalty: 5587.708008
	Iteration 20F: 3 clusters Score -9451254 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 77113 members 
Entering Unmasked Estep 
Score: -9451411.000000 Penalty: 5587.708008
	Iteration 21Q: 3 clusters Score -9451411 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 77225 members 
Entering Unmasked Estep 
Score: -9451495.000000 Penalty: 5587.708008
	Iteration 22Q: 3 clusters Score -9451495 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 77291 members 
Entering Unmasked Estep 
Score: -9451534.000000 Penalty: 5587.708008
	Iteration 23Q: 3 clusters Score -9451534 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 77338 members 
Entering Unmasked Estep 
Score: -9451569.000000 Penalty: 5587.708008
	Iteration 24Q: 3 clusters Score -9451569 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 77385 members 
Entering Unmasked Estep 
Score: -9451611.000000 Penalty: 5587.708008
	Iteration 25Q: 3 clusters Score -9451611 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 77418 members 
Entering Unmasked Estep 
Score: -9451630.000000 Penalty: 5587.708008
	Iteration 26Q: 3 clusters Score -9451630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 77447 members 
Entering Unmasked Estep 
Score: -9451659.000000 Penalty: 5587.708008
	Iteration 27Q: 3 clusters Score -9451659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 77467 members 
Entering Unmasked Estep 
Score: -9451674.000000 Penalty: 5587.708008
	Iteration 28Q: 3 clusters Score -9451674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 77481 members 
Entering Unmasked Estep 
Score: -9451688.000000 Penalty: 5587.708008
	Iteration 29Q: 3 clusters Score -9451688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 77490 members 
Entering Unmasked Estep 
Score: -9451686.000000 Penalty: 5587.708008
	Iteration 30Q: 3 clusters Score -9451686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 77502 members 
Entering Unmasked Estep 
Score: -9451697.000000 Penalty: 5587.708008
	Iteration 31Q: 3 clusters Score -9451697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 77508 members 
Entering Unmasked Estep 
Score: -9451705.000000 Penalty: 5587.708008
	Iteration 32Q: 3 clusters Score -9451705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 77511 members 
Entering Unmasked Estep 
Score: -9451707.000000 Penalty: 5587.708008
	Iteration 33Q: 3 clusters Score -9451707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 77515 members 
Entering Unmasked Estep 
Score: -9451710.000000 Penalty: 5587.708008
	Iteration 34Q: 3 clusters Score -9451710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 77521 members 
Entering Unmasked Estep 
Score: -9451707.000000 Penalty: 5587.708008
	Iteration 35Q: 3 clusters Score -9451707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 77524 members 
Entering Unmasked Estep 
Score: -9451704.000000 Penalty: 5587.708008
	Iteration 36Q: 3 clusters Score -9451704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 77525 members 
Entering Unmasked Estep 
Score: -9451703.000000 Penalty: 5587.708008
	Iteration 37Q: 3 clusters Score -9451703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 77525 members 
Entering Unmasked Estep 
Score: -9451703.000000 Penalty: 5587.708008
	Iteration 38F: 3 clusters Score -9451703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -98991.960938 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -98991.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -97144.218750 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -97144.22 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -97407.945312 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -97407.95 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -97517.531250 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -97517.53 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -97591.984375 Penalty: 3349.705322
	Iteration 3Q: 3 clusters Score -97591.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -97637.000000 Penalty: 3349.705322
	Iteration 4Q: 3 clusters Score -97637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -97670.320312 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -97670.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -97685.640625 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -97685.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -97696.562500 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -97696.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -97705.328125 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -97705.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -97715.632812 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -97715.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -97737.835938 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -97737.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -97756.406250 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -97756.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -97789.484375 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -97789.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -97837.937500 Penalty: 3349.705322
	Iteration 13Q: 3 clusters Score -97837.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -97885.898438 Penalty: 3349.705322
	Iteration 14Q: 3 clusters Score -97885.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -97938.273438 Penalty: 3349.705322
	Iteration 15Q: 3 clusters Score -97938.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -97987.210938 Penalty: 3349.705322
	Iteration 16Q: 3 clusters Score -97987.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -98043.765625 Penalty: 3349.705322
	Iteration 17Q: 3 clusters Score -98043.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -98166.695312 Penalty: 3349.705322
	Iteration 18Q: 3 clusters Score -98166.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -98276.062500 Penalty: 3349.705322
	Iteration 19Q: 3 clusters Score -98276.06 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -98379.078125 Penalty: 3349.705322
	Iteration 20F: 3 clusters Score -98379.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -98434.992188 Penalty: 3349.705322
	Iteration 21Q: 3 clusters Score -98434.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -98474.179688 Penalty: 3349.705322
	Iteration 22Q: 3 clusters Score -98474.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -98493.109375 Penalty: 3349.705322
	Iteration 23Q: 3 clusters Score -98493.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -98508.195312 Penalty: 3349.705322
	Iteration 24Q: 3 clusters Score -98508.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -98521.750000 Penalty: 3349.705322
	Iteration 25Q: 3 clusters Score -98521.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -98528.398438 Penalty: 3349.705322
	Iteration 26Q: 3 clusters Score -98528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -98530.234375 Penalty: 3349.705322
	Iteration 27Q: 3 clusters Score -98530.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -98530.234375 Penalty: 3349.705322
	Iteration 28F: 3 clusters Score -98530.23 nChanged 0
--- Evaluating fit on full set of 3822400 points ---
Entering Unmasked Estep 
Score: -473249536.000000 Penalty: 93969.609375
20->26 Clusters: Score -473249536.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1274133 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63750 members 
Mstep: Class 2 contains 63322 members 
Mstep: Class 3 contains 63451 members 
Mstep: Class 4 contains 63689 members 
Mstep: Class 5 contains 63898 members 
Mstep: Class 6 contains 63632 members 
Mstep: Class 7 contains 64147 members 
Mstep: Class 8 contains 63733 members 
Mstep: Class 9 contains 63025 members 
Mstep: Class 10 contains 63689 members 
Mstep: Class 11 contains 64078 members 
Mstep: Class 12 contains 63653 members 
Mstep: Class 13 contains 63641 members 
Mstep: Class 14 contains 63983 members 
Mstep: Class 15 contains 63250 members 
Mstep: Class 16 contains 63571 members 
Mstep: Class 17 contains 63965 members 
Mstep: Class 18 contains 63722 members 
Mstep: Class 19 contains 63933 members 
Mstep: Class 20 contains 64001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1216.413452 but Gain 3486.328125
Score: -147848256.000000 Penalty: 66240.242188
Iteration 0F: 20 clusters Score -1.478483e+08 nChanged 1207343
Entering Unmasked Mstep 
Mstep: Class 0 contains 3620 members 
Mstep: Class 1 contains 57599 members 
Mstep: Class 2 contains 46657 members 
Mstep: Class 3 contains 58004 members 
Mstep: Class 4 contains 74983 members 
Mstep: Class 6 contains 28627 members 
Mstep: Class 7 contains 28370 members 
Mstep: Class 8 contains 29445 members 
Mstep: Class 9 contains 27440 members 
Mstep: Class 10 contains 69111 members 
Mstep: Class 11 contains 47047 members 
Mstep: Class 12 contains 94755 members 
Mstep: Class 13 contains 28928 members 
Mstep: Class 14 contains 205700 members 
Mstep: Class 15 contains 11338 members 
Mstep: Class 16 contains 86723 members 
Mstep: Class 17 contains 35981 members 
Mstep: Class 18 contains 67810 members 
Mstep: Class 19 contains 116463 members 
Mstep: Class 20 contains 155532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151913632.000000 Penalty: 66240.242188
Iteration 1F: 20 clusters Score -1.519136e+08 nChanged 541661
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 23607 members 
Mstep: Class 3 contains 28278 members 
Mstep: Class 4 contains 71449 members 
Mstep: Class 6 contains 19923 members 
Mstep: Class 7 contains 17522 members 
Mstep: Class 8 contains 15093 members 
Mstep: Class 9 contains 21056 members 
Mstep: Class 10 contains 34184 members 
Mstep: Class 11 contains 27609 members 
Mstep: Class 12 contains 74562 members 
Mstep: Class 13 contains 11169 members 
Mstep: Class 14 contains 323355 members 
Mstep: Class 15 contains 22757 members 
Mstep: Class 16 contains 102465 members 
Mstep: Class 17 contains 16447 members 
Mstep: Class 18 contains 29318 members 
Mstep: Class 19 contains 139207 members 
Mstep: Class 20 contains 250096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153229504.000000 Penalty: 66240.242188
Iteration 2F: 20 clusters Score -1.532295e+08 nChanged 340648
Entering Unmasked Mstep 
Mstep: Class 0 contains 1172 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 15282 members 
Mstep: Class 3 contains 9704 members 
Mstep: Class 4 contains 79400 members 
Mstep: Class 6 contains 12025 members 
Mstep: Class 7 contains 13736 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 17741 members 
Mstep: Class 10 contains 22563 members 
Mstep: Class 11 contains 14437 members 
Mstep: Class 12 contains 63311 members 
Mstep: Class 13 contains 6348 members 
Mstep: Class 14 contains 387015 members 
Mstep: Class 15 contains 27970 members 
Mstep: Class 16 contains 112702 members 
Mstep: Class 17 contains 6186 members 
Mstep: Class 18 contains 13431 members 
Mstep: Class 19 contains 131860 members 
Mstep: Class 20 contains 299236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2677.483887 but Gain 3486.328125
Score: -153686208.000000 Penalty: 62753.914062
Iteration 3F: 19 clusters Score -1.536862e+08 nChanged 256260
Entering Unmasked Mstep 
Mstep: Class 0 contains 456 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 10369 members 
Mstep: Class 3 contains 5113 members 
Mstep: Class 4 contains 93805 members 
Mstep: Class 6 contains 7059 members 
Mstep: Class 7 contains 13909 members 
Mstep: Class 8 contains 6407 members 
Mstep: Class 9 contains 16626 members 
Mstep: Class 10 contains 24987 members 
Mstep: Class 11 contains 6683 members 
Mstep: Class 12 contains 64614 members 
Mstep: Class 13 contains 5653 members 
Mstep: Class 14 contains 370270 members 
Mstep: Class 15 contains 23260 members 
Mstep: Class 16 contains 121818 members 
Mstep: Class 18 contains 8216 members 
Mstep: Class 19 contains 121414 members 
Mstep: Class 20 contains 348186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153850352.000000 Penalty: 62753.914062
Iteration 4F: 19 clusters Score -1.538504e+08 nChanged 179947
Entering Unmasked Mstep 
Mstep: Class 0 contains 390 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 8570 members 
Mstep: Class 3 contains 4242 members 
Mstep: Class 4 contains 112130 members 
Mstep: Class 6 contains 5002 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 5454 members 
Mstep: Class 9 contains 15213 members 
Mstep: Class 10 contains 28989 members 
Mstep: Class 11 contains 3080 members 
Mstep: Class 12 contains 68026 members 
Mstep: Class 13 contains 6381 members 
Mstep: Class 14 contains 327053 members 
Mstep: Class 15 contains 18988 members 
Mstep: Class 16 contains 126293 members 
Mstep: Class 18 contains 5449 members 
Mstep: Class 19 contains 117905 members 
Mstep: Class 20 contains 382468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153939472.000000 Penalty: 62753.914062
Iteration 5F: 19 clusters Score -1.539395e+08 nChanged 174909
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 7933 members 
Mstep: Class 3 contains 4055 members 
Mstep: Class 4 contains 130478 members 
Mstep: Class 6 contains 4468 members 
Mstep: Class 7 contains 16544 members 
Mstep: Class 8 contains 4954 members 
Mstep: Class 9 contains 13794 members 
Mstep: Class 10 contains 32383 members 
Mstep: Class 11 contains 1556 members 
Mstep: Class 12 contains 69703 members 
Mstep: Class 13 contains 8372 members 
Mstep: Class 14 contains 352088 members 
Mstep: Class 15 contains 16754 members 
Mstep: Class 16 contains 122707 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 121386 members 
Mstep: Class 20 contains 337982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065120.000000 Penalty: 62753.914062
Iteration 6F: 19 clusters Score -1.540651e+08 nChanged 120860
Entering Unmasked Mstep 
Mstep: Class 0 contains 294 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 7635 members 
Mstep: Class 3 contains 3987 members 
Mstep: Class 4 contains 143253 members 
Mstep: Class 6 contains 4442 members 
Mstep: Class 7 contains 18070 members 
Mstep: Class 8 contains 4606 members 
Mstep: Class 9 contains 12524 members 
Mstep: Class 10 contains 35189 members 
Mstep: Class 11 contains 1015 members 
Mstep: Class 12 contains 69237 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 353680 members 
Mstep: Class 15 contains 15491 members 
Mstep: Class 16 contains 118314 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 128618 members 
Mstep: Class 20 contains 318137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3212.125977 but Gain 3486.328125
Score: -154150800.000000 Penalty: 59267.585938
Iteration 7F: 18 clusters Score -1.541508e+08 nChanged 117369
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 7451 members 
Mstep: Class 3 contains 3959 members 
Mstep: Class 4 contains 152736 members 
Mstep: Class 6 contains 4856 members 
Mstep: Class 7 contains 19461 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 11647 members 
Mstep: Class 10 contains 37943 members 
Mstep: Class 11 contains 823 members 
Mstep: Class 12 contains 68549 members 
Mstep: Class 13 contains 12480 members 
Mstep: Class 14 contains 347257 members 
Mstep: Class 15 contains 14665 members 
Mstep: Class 16 contains 113511 members 
Mstep: Class 19 contains 139280 members 
Mstep: Class 20 contains 308100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154227248.000000 Penalty: 59267.585938
Iteration 8F: 18 clusters Score -1.542272e+08 nChanged 100590
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 7206 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 159780 members 
Mstep: Class 6 contains 5657 members 
Mstep: Class 7 contains 20771 members 
Mstep: Class 8 contains 4160 members 
Mstep: Class 9 contains 11230 members 
Mstep: Class 10 contains 40169 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 66548 members 
Mstep: Class 13 contains 14127 members 
Mstep: Class 14 contains 339038 members 
Mstep: Class 15 contains 14057 members 
Mstep: Class 16 contains 108060 members 
Mstep: Class 19 contains 152968 members 
Mstep: Class 20 contains 298906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154286640.000000 Penalty: 59267.585938
Iteration 9F: 18 clusters Score -1.542866e+08 nChanged 85289
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 6798 members 
Mstep: Class 3 contains 3923 members 
Mstep: Class 4 contains 164853 members 
Mstep: Class 6 contains 6797 members 
Mstep: Class 7 contains 22126 members 
Mstep: Class 8 contains 4092 members 
Mstep: Class 9 contains 11369 members 
Mstep: Class 10 contains 42117 members 
Mstep: Class 11 contains 705 members 
Mstep: Class 12 contains 64273 members 
Mstep: Class 13 contains 15633 members 
Mstep: Class 14 contains 330908 members 
Mstep: Class 15 contains 13547 members 
Mstep: Class 16 contains 103024 members 
Mstep: Class 19 contains 169484 members 
Mstep: Class 20 contains 288506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154325344.000000 Penalty: 59267.585938
Iteration 10F: 18 clusters Score -1.543253e+08 nChanged 69129
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 6434 members 
Mstep: Class 3 contains 4008 members 
Mstep: Class 4 contains 168498 members 
Mstep: Class 6 contains 8208 members 
Mstep: Class 7 contains 23460 members 
Mstep: Class 8 contains 4239 members 
Mstep: Class 9 contains 12131 members 
Mstep: Class 10 contains 43730 members 
Mstep: Class 11 contains 679 members 
Mstep: Class 12 contains 62101 members 
Mstep: Class 13 contains 17084 members 
Mstep: Class 14 contains 321580 members 
Mstep: Class 15 contains 13105 members 
Mstep: Class 16 contains 98857 members 
Mstep: Class 19 contains 188378 members 
Mstep: Class 20 contains 276594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154364064.000000 Penalty: 59267.585938
Iteration 11F: 18 clusters Score -1.543641e+08 nChanged 57012
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 4164 members 
Mstep: Class 4 contains 170697 members 
Mstep: Class 6 contains 9784 members 
Mstep: Class 7 contains 24739 members 
Mstep: Class 8 contains 4611 members 
Mstep: Class 9 contains 13532 members 
Mstep: Class 10 contains 45091 members 
Mstep: Class 11 contains 655 members 
Mstep: Class 12 contains 60026 members 
Mstep: Class 13 contains 18304 members 
Mstep: Class 14 contains 314156 members 
Mstep: Class 15 contains 12690 members 
Mstep: Class 16 contains 95459 members 
Mstep: Class 19 contains 207690 members 
Mstep: Class 20 contains 262203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154389584.000000 Penalty: 59267.585938
Iteration 12Q: 18 clusters Score -1.543896e+08 nChanged 50090
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 5681 members 
Mstep: Class 3 contains 4507 members 
Mstep: Class 4 contains 171795 members 
Mstep: Class 6 contains 11554 members 
Mstep: Class 7 contains 25921 members 
Mstep: Class 8 contains 5025 members 
Mstep: Class 9 contains 15506 members 
Mstep: Class 10 contains 46176 members 
Mstep: Class 11 contains 636 members 
Mstep: Class 12 contains 58223 members 
Mstep: Class 13 contains 19271 members 
Mstep: Class 14 contains 307357 members 
Mstep: Class 15 contains 12338 members 
Mstep: Class 16 contains 92897 members 
Mstep: Class 19 contains 226597 members 
Mstep: Class 20 contains 247002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154407312.000000 Penalty: 59267.585938
Iteration 13Q: 18 clusters Score -1.544073e+08 nChanged 45147
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 5178 members 
Mstep: Class 3 contains 4977 members 
Mstep: Class 4 contains 171682 members 
Mstep: Class 6 contains 13502 members 
Mstep: Class 7 contains 26981 members 
Mstep: Class 8 contains 5430 members 
Mstep: Class 9 contains 17930 members 
Mstep: Class 10 contains 46918 members 
Mstep: Class 11 contains 637 members 
Mstep: Class 12 contains 56727 members 
Mstep: Class 13 contains 19968 members 
Mstep: Class 14 contains 301790 members 
Mstep: Class 15 contains 11983 members 
Mstep: Class 16 contains 91046 members 
Mstep: Class 19 contains 243782 members 
Mstep: Class 20 contains 232304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154423472.000000 Penalty: 59267.585938
Iteration 14Q: 18 clusters Score -1.544235e+08 nChanged 41223
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 5453 members 
Mstep: Class 4 contains 170929 members 
Mstep: Class 6 contains 15519 members 
Mstep: Class 7 contains 28068 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 20866 members 
Mstep: Class 10 contains 47259 members 
Mstep: Class 11 contains 635 members 
Mstep: Class 12 contains 55451 members 
Mstep: Class 13 contains 20432 members 
Mstep: Class 14 contains 296222 members 
Mstep: Class 15 contains 11630 members 
Mstep: Class 16 contains 89744 members 
Mstep: Class 19 contains 259871 members 
Mstep: Class 20 contains 218400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154437968.000000 Penalty: 59267.585938
Iteration 15Q: 18 clusters Score -1.54438e+08 nChanged 39026
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 5927 members 
Mstep: Class 4 contains 169767 members 
Mstep: Class 6 contains 17522 members 
Mstep: Class 7 contains 29087 members 
Mstep: Class 8 contains 6083 members 
Mstep: Class 9 contains 24148 members 
Mstep: Class 10 contains 47273 members 
Mstep: Class 11 contains 636 members 
Mstep: Class 12 contains 54289 members 
Mstep: Class 13 contains 20707 members 
Mstep: Class 14 contains 288630 members 
Mstep: Class 15 contains 11323 members 
Mstep: Class 16 contains 88842 members 
Mstep: Class 19 contains 276603 members 
Mstep: Class 20 contains 205845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154451648.000000 Penalty: 59267.585938
Iteration 16Q: 18 clusters Score -1.544516e+08 nChanged 38542
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 4270 members 
Mstep: Class 3 contains 6417 members 
Mstep: Class 4 contains 168369 members 
Mstep: Class 6 contains 19360 members 
Mstep: Class 7 contains 30042 members 
Mstep: Class 8 contains 6329 members 
Mstep: Class 9 contains 27528 members 
Mstep: Class 10 contains 46932 members 
Mstep: Class 11 contains 631 members 
Mstep: Class 12 contains 53146 members 
Mstep: Class 13 contains 20816 members 
Mstep: Class 14 contains 278754 members 
Mstep: Class 15 contains 11048 members 
Mstep: Class 16 contains 88119 members 
Mstep: Class 19 contains 294695 members 
Mstep: Class 20 contains 194756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154462624.000000 Penalty: 59267.585938
Iteration 17Q: 18 clusters Score -1.544626e+08 nChanged 38442
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 4234 members 
Mstep: Class 3 contains 6728 members 
Mstep: Class 4 contains 166838 members 
Mstep: Class 6 contains 20935 members 
Mstep: Class 7 contains 30938 members 
Mstep: Class 8 contains 6516 members 
Mstep: Class 9 contains 30928 members 
Mstep: Class 10 contains 46867 members 
Mstep: Class 11 contains 621 members 
Mstep: Class 12 contains 51987 members 
Mstep: Class 13 contains 20761 members 
Mstep: Class 14 contains 266850 members 
Mstep: Class 15 contains 10811 members 
Mstep: Class 16 contains 87632 members 
Mstep: Class 19 contains 313969 members 
Mstep: Class 20 contains 184857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154467584.000000 Penalty: 59267.585938
Iteration 18Q: 18 clusters Score -1.544676e+08 nChanged 47777
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 4223 members 
Mstep: Class 3 contains 6952 members 
Mstep: Class 4 contains 165058 members 
Mstep: Class 6 contains 22392 members 
Mstep: Class 7 contains 31677 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 34165 members 
Mstep: Class 10 contains 46789 members 
Mstep: Class 11 contains 612 members 
Mstep: Class 12 contains 51038 members 
Mstep: Class 13 contains 20630 members 
Mstep: Class 14 contains 248748 members 
Mstep: Class 15 contains 10600 members 
Mstep: Class 16 contains 87665 members 
Mstep: Class 19 contains 338134 members 
Mstep: Class 20 contains 176448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154454576.000000 Penalty: 59267.585938
Iteration 19Q: 18 clusters Score -1.544546e+08 nChanged 66058
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 4210 members 
Mstep: Class 3 contains 7147 members 
Mstep: Class 4 contains 163195 members 
Mstep: Class 6 contains 23563 members 
Mstep: Class 7 contains 32239 members 
Mstep: Class 8 contains 6712 members 
Mstep: Class 9 contains 37144 members 
Mstep: Class 10 contains 46722 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 50416 members 
Mstep: Class 13 contains 20462 members 
Mstep: Class 14 contains 220004 members 
Mstep: Class 15 contains 10373 members 
Mstep: Class 16 contains 88356 members 
Mstep: Class 19 contains 365885 members 
Mstep: Class 20 contains 174921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154418512.000000 Penalty: 59267.585938
Iteration 20F: 18 clusters Score -1.544185e+08 nChanged 75278
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 2838 members 
Mstep: Class 3 contains 9011 members 
Mstep: Class 4 contains 164190 members 
Mstep: Class 6 contains 24859 members 
Mstep: Class 7 contains 32858 members 
Mstep: Class 8 contains 6736 members 
Mstep: Class 9 contains 40329 members 
Mstep: Class 10 contains 46508 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 49669 members 
Mstep: Class 13 contains 20368 members 
Mstep: Class 14 contains 191077 members 
Mstep: Class 15 contains 10188 members 
Mstep: Class 16 contains 89740 members 
Mstep: Class 19 contains 381742 members 
Mstep: Class 20 contains 180662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154383488.000000 Penalty: 59267.585938
Iteration 21F: 18 clusters Score -1.543835e+08 nChanged 60473
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 2692 members 
Mstep: Class 3 contains 9228 members 
Mstep: Class 4 contains 168402 members 
Mstep: Class 6 contains 26483 members 
Mstep: Class 7 contains 33471 members 
Mstep: Class 8 contains 6792 members 
Mstep: Class 9 contains 43392 members 
Mstep: Class 10 contains 46515 members 
Mstep: Class 11 contains 595 members 
Mstep: Class 12 contains 49031 members 
Mstep: Class 13 contains 20479 members 
Mstep: Class 14 contains 178890 members 
Mstep: Class 15 contains 10038 members 
Mstep: Class 16 contains 91048 members 
Mstep: Class 19 contains 373915 members 
Mstep: Class 20 contains 189266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154398048.000000 Penalty: 59267.585938
Iteration 22Q: 18 clusters Score -1.54398e+08 nChanged 43351
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 9142 members 
Mstep: Class 4 contains 172800 members 
Mstep: Class 6 contains 28112 members 
Mstep: Class 7 contains 34015 members 
Mstep: Class 8 contains 6856 members 
Mstep: Class 9 contains 46315 members 
Mstep: Class 10 contains 46614 members 
Mstep: Class 11 contains 586 members 
Mstep: Class 12 contains 48310 members 
Mstep: Class 13 contains 20569 members 
Mstep: Class 14 contains 174488 members 
Mstep: Class 15 contains 9895 members 
Mstep: Class 16 contains 91029 members 
Mstep: Class 19 contains 361890 members 
Mstep: Class 20 contains 196079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154421744.000000 Penalty: 59267.585938
Iteration 23Q: 18 clusters Score -1.544217e+08 nChanged 34381
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 9024 members 
Mstep: Class 4 contains 176099 members 
Mstep: Class 6 contains 29555 members 
Mstep: Class 7 contains 34493 members 
Mstep: Class 8 contains 6895 members 
Mstep: Class 9 contains 49051 members 
Mstep: Class 10 contains 46630 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 47638 members 
Mstep: Class 13 contains 20503 members 
Mstep: Class 14 contains 172398 members 
Mstep: Class 15 contains 9751 members 
Mstep: Class 16 contains 90074 members 
Mstep: Class 19 contains 352573 members 
Mstep: Class 20 contains 200840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154438656.000000 Penalty: 59267.585938
Iteration 24Q: 18 clusters Score -1.544387e+08 nChanged 29676
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 178469 members 
Mstep: Class 6 contains 30906 members 
Mstep: Class 7 contains 34972 members 
Mstep: Class 8 contains 6933 members 
Mstep: Class 9 contains 51708 members 
Mstep: Class 10 contains 46678 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 47015 members 
Mstep: Class 13 contains 20317 members 
Mstep: Class 14 contains 171553 members 
Mstep: Class 15 contains 9609 members 
Mstep: Class 16 contains 88913 members 
Mstep: Class 19 contains 345486 members 
Mstep: Class 20 contains 203798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154452208.000000 Penalty: 59267.585938
Iteration 25Q: 18 clusters Score -1.544522e+08 nChanged 26796
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 3 contains 8681 members 
Mstep: Class 4 contains 180322 members 
Mstep: Class 6 contains 32259 members 
Mstep: Class 7 contains 35403 members 
Mstep: Class 8 contains 6960 members 
Mstep: Class 9 contains 54248 members 
Mstep: Class 10 contains 46774 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 46491 members 
Mstep: Class 13 contains 20095 members 
Mstep: Class 14 contains 171463 members 
Mstep: Class 15 contains 9460 members 
Mstep: Class 16 contains 87805 members 
Mstep: Class 19 contains 339820 members 
Mstep: Class 20 contains 205251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154460736.000000 Penalty: 59267.585938
Iteration 26Q: 18 clusters Score -1.544607e+08 nChanged 24728
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 2582 members 
Mstep: Class 3 contains 8575 members 
Mstep: Class 4 contains 181555 members 
Mstep: Class 6 contains 33692 members 
Mstep: Class 7 contains 35799 members 
Mstep: Class 8 contains 7001 members 
Mstep: Class 9 contains 56642 members 
Mstep: Class 10 contains 46910 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 46006 members 
Mstep: Class 13 contains 19849 members 
Mstep: Class 14 contains 172129 members 
Mstep: Class 15 contains 9307 members 
Mstep: Class 16 contains 86841 members 
Mstep: Class 19 contains 335072 members 
Mstep: Class 20 contains 205586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154468512.000000 Penalty: 59267.585938
Iteration 27Q: 18 clusters Score -1.544685e+08 nChanged 23230
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 2575 members 
Mstep: Class 3 contains 8525 members 
Mstep: Class 4 contains 182228 members 
Mstep: Class 6 contains 35076 members 
Mstep: Class 7 contains 36174 members 
Mstep: Class 8 contains 7028 members 
Mstep: Class 9 contains 58963 members 
Mstep: Class 10 contains 47049 members 
Mstep: Class 11 contains 519 members 
Mstep: Class 12 contains 45510 members 
Mstep: Class 13 contains 19528 members 
Mstep: Class 14 contains 173110 members 
Mstep: Class 15 contains 9178 members 
Mstep: Class 16 contains 86094 members 
Mstep: Class 19 contains 331235 members 
Mstep: Class 20 contains 205213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154475264.000000 Penalty: 59267.585938
Iteration 28Q: 18 clusters Score -1.544753e+08 nChanged 21927
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 8472 members 
Mstep: Class 4 contains 182545 members 
Mstep: Class 6 contains 36481 members 
Mstep: Class 7 contains 36557 members 
Mstep: Class 8 contains 7020 members 
Mstep: Class 9 contains 61171 members 
Mstep: Class 10 contains 47175 members 
Mstep: Class 11 contains 511 members 
Mstep: Class 12 contains 45057 members 
Mstep: Class 13 contains 19202 members 
Mstep: Class 14 contains 174423 members 
Mstep: Class 15 contains 9060 members 
Mstep: Class 16 contains 85486 members 
Mstep: Class 19 contains 328078 members 
Mstep: Class 20 contains 204192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154479824.000000 Penalty: 59267.585938
Iteration 29Q: 18 clusters Score -1.544798e+08 nChanged 21162
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 8455 members 
Mstep: Class 4 contains 182702 members 
Mstep: Class 6 contains 37931 members 
Mstep: Class 7 contains 36894 members 
Mstep: Class 8 contains 7003 members 
Mstep: Class 9 contains 63331 members 
Mstep: Class 10 contains 47311 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 44611 members 
Mstep: Class 13 contains 18876 members 
Mstep: Class 14 contains 176080 members 
Mstep: Class 15 contains 8948 members 
Mstep: Class 16 contains 84979 members 
Mstep: Class 19 contains 325225 members 
Mstep: Class 20 contains 202595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154485744.000000 Penalty: 59267.585938
Iteration 30Q: 18 clusters Score -1.544857e+08 nChanged 20401
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 2545 members 
Mstep: Class 3 contains 8445 members 
Mstep: Class 4 contains 182591 members 
Mstep: Class 6 contains 39347 members 
Mstep: Class 7 contains 37175 members 
Mstep: Class 8 contains 6949 members 
Mstep: Class 9 contains 65420 members 
Mstep: Class 10 contains 47442 members 
Mstep: Class 11 contains 492 members 
Mstep: Class 12 contains 44193 members 
Mstep: Class 13 contains 18524 members 
Mstep: Class 14 contains 177995 members 
Mstep: Class 15 contains 8854 members 
Mstep: Class 16 contains 84497 members 
Mstep: Class 19 contains 322881 members 
Mstep: Class 20 contains 200699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154490576.000000 Penalty: 59267.585938
Iteration 31Q: 18 clusters Score -1.544906e+08 nChanged 19912
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 182159 members 
Mstep: Class 6 contains 40786 members 
Mstep: Class 7 contains 37385 members 
Mstep: Class 8 contains 6872 members 
Mstep: Class 9 contains 67450 members 
Mstep: Class 10 contains 47637 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 43788 members 
Mstep: Class 13 contains 18165 members 
Mstep: Class 14 contains 180189 members 
Mstep: Class 15 contains 8768 members 
Mstep: Class 16 contains 84070 members 
Mstep: Class 19 contains 320617 members 
Mstep: Class 20 contains 198749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154495888.000000 Penalty: 59267.585938
Iteration 32Q: 18 clusters Score -1.544959e+08 nChanged 19054
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 2536 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 181396 members 
Mstep: Class 6 contains 42146 members 
Mstep: Class 7 contains 37531 members 
Mstep: Class 8 contains 6749 members 
Mstep: Class 9 contains 69344 members 
Mstep: Class 10 contains 47816 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 43448 members 
Mstep: Class 13 contains 17814 members 
Mstep: Class 14 contains 182386 members 
Mstep: Class 15 contains 8702 members 
Mstep: Class 16 contains 83745 members 
Mstep: Class 19 contains 318952 members 
Mstep: Class 20 contains 196651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154499264.000000 Penalty: 59267.585938
Iteration 33Q: 18 clusters Score -1.544993e+08 nChanged 18405
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 2530 members 
Mstep: Class 3 contains 8416 members 
Mstep: Class 4 contains 180477 members 
Mstep: Class 6 contains 43445 members 
Mstep: Class 7 contains 37588 members 
Mstep: Class 8 contains 6629 members 
Mstep: Class 9 contains 71194 members 
Mstep: Class 10 contains 48015 members 
Mstep: Class 11 contains 486 members 
Mstep: Class 12 contains 43157 members 
Mstep: Class 13 contains 17483 members 
Mstep: Class 14 contains 184694 members 
Mstep: Class 15 contains 8629 members 
Mstep: Class 16 contains 83483 members 
Mstep: Class 19 contains 317324 members 
Mstep: Class 20 contains 194595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154502720.000000 Penalty: 59267.585938
Iteration 34Q: 18 clusters Score -1.545027e+08 nChanged 17741
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 8400 members 
Mstep: Class 4 contains 179430 members 
Mstep: Class 6 contains 44802 members 
Mstep: Class 7 contains 37580 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 72838 members 
Mstep: Class 10 contains 48259 members 
Mstep: Class 11 contains 489 members 
Mstep: Class 12 contains 42864 members 
Mstep: Class 13 contains 17152 members 
Mstep: Class 14 contains 186872 members 
Mstep: Class 15 contains 8573 members 
Mstep: Class 16 contains 83185 members 
Mstep: Class 19 contains 315969 members 
Mstep: Class 20 contains 192745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154506624.000000 Penalty: 59267.585938
Iteration 35Q: 18 clusters Score -1.545066e+08 nChanged 17043
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 8389 members 
Mstep: Class 4 contains 178223 members 
Mstep: Class 6 contains 46029 members 
Mstep: Class 7 contains 37542 members 
Mstep: Class 8 contains 6346 members 
Mstep: Class 9 contains 74366 members 
Mstep: Class 10 contains 48525 members 
Mstep: Class 11 contains 491 members 
Mstep: Class 12 contains 42604 members 
Mstep: Class 13 contains 16868 members 
Mstep: Class 14 contains 189038 members 
Mstep: Class 15 contains 8512 members 
Mstep: Class 16 contains 82976 members 
Mstep: Class 19 contains 314597 members 
Mstep: Class 20 contains 191098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154509776.000000 Penalty: 59267.585938
Iteration 36Q: 18 clusters Score -1.545098e+08 nChanged 16777
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 8376 members 
Mstep: Class 4 contains 176755 members 
Mstep: Class 6 contains 47215 members 
Mstep: Class 7 contains 37423 members 
Mstep: Class 8 contains 6183 members 
Mstep: Class 9 contains 75767 members 
Mstep: Class 10 contains 48841 members 
Mstep: Class 11 contains 494 members 
Mstep: Class 12 contains 42330 members 
Mstep: Class 13 contains 16619 members 
Mstep: Class 14 contains 191223 members 
Mstep: Class 15 contains 8462 members 
Mstep: Class 16 contains 82756 members 
Mstep: Class 19 contains 313376 members 
Mstep: Class 20 contains 189775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154512752.000000 Penalty: 59267.585938
Iteration 37Q: 18 clusters Score -1.545128e+08 nChanged 16125
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 8364 members 
Mstep: Class 4 contains 175284 members 
Mstep: Class 6 contains 48321 members 
Mstep: Class 7 contains 37297 members 
Mstep: Class 8 contains 6017 members 
Mstep: Class 9 contains 77060 members 
Mstep: Class 10 contains 49139 members 
Mstep: Class 11 contains 496 members 
Mstep: Class 12 contains 42089 members 
Mstep: Class 13 contains 16407 members 
Mstep: Class 14 contains 193294 members 
Mstep: Class 15 contains 8406 members 
Mstep: Class 16 contains 82547 members 
Mstep: Class 19 contains 312231 members 
Mstep: Class 20 contains 188624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154515824.000000 Penalty: 59267.585938
Iteration 38Q: 18 clusters Score -1.545158e+08 nChanged 15230
Entering ConstructFrom: 
Score: -154515824.000000 Penalty: 59267.585938
Entering ConstructFrom: 
Trying to split cluster 1 (26033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Entering Unmasked Estep 
Score: -3253469.250000 Penalty: 2521.445801
	Iteration 0F: 2 clusters Score -3253469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -3235563.000000 Penalty: 5042.891602
	Iteration 0F: 3 clusters Score -3235563 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -3241762.500000 Penalty: 5042.891602
	Iteration 1F: 3 clusters Score -3241762 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -3242215.000000 Penalty: 5042.891602
	Iteration 2Q: 3 clusters Score -3242215 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -3242607.750000 Penalty: 5042.891602
	Iteration 3Q: 3 clusters Score -3242608 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -3242970.250000 Penalty: 5042.891602
	Iteration 4Q: 3 clusters Score -3242970 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -3243358.750000 Penalty: 5042.891602
	Iteration 5Q: 3 clusters Score -3243359 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3243799.250000 Penalty: 5042.891602
	Iteration 6Q: 3 clusters Score -3243799 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -3244347.250000 Penalty: 5042.891602
	Iteration 7Q: 3 clusters Score -3244347 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -3244991.250000 Penalty: 5042.891602
	Iteration 8Q: 3 clusters Score -3244991 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -3245793.250000 Penalty: 5042.891602
	Iteration 9F: 3 clusters Score -3245793 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -3246617.250000 Penalty: 5042.891602
	Iteration 10F: 3 clusters Score -3246617 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -3247528.250000 Penalty: 5042.891602
	Iteration 11Q: 3 clusters Score -3247528 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -3248343.500000 Penalty: 5042.891602
	Iteration 12Q: 3 clusters Score -3248344 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -3249029.250000 Penalty: 5042.891602
	Iteration 13Q: 3 clusters Score -3249029 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -3249563.000000 Penalty: 5042.891602
	Iteration 14Q: 3 clusters Score -3249563 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -3250016.500000 Penalty: 5042.891602
	Iteration 15Q: 3 clusters Score -3250016 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -3250467.250000 Penalty: 5042.891602
	Iteration 16Q: 3 clusters Score -3250467 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -3251000.250000 Penalty: 5042.891602
	Iteration 17Q: 3 clusters Score -3251000 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -3251650.750000 Penalty: 5042.891602
	Iteration 18Q: 3 clusters Score -3251651 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -3252245.500000 Penalty: 5042.891602
	Iteration 19Q: 3 clusters Score -3252246 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -3252709.000000 Penalty: 5042.891602
	Iteration 20F: 3 clusters Score -3252709 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -3252946.250000 Penalty: 5042.891602
	Iteration 21Q: 3 clusters Score -3252946 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -3253029.500000 Penalty: 5042.891602
	Iteration 22Q: 3 clusters Score -3253030 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -3253069.500000 Penalty: 5042.891602
	Iteration 23Q: 3 clusters Score -3253070 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -3253083.500000 Penalty: 5042.891602
	Iteration 24Q: 3 clusters Score -3253084 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -3253082.750000 Penalty: 5042.891602
	Iteration 25Q: 3 clusters Score -3253083 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -3253088.500000 Penalty: 5042.891602
	Iteration 26Q: 3 clusters Score -3253088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -3253089.250000 Penalty: 5042.891602
	Iteration 27Q: 3 clusters Score -3253089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -3253096.750000 Penalty: 5042.891602
	Iteration 28Q: 3 clusters Score -3253097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -3253095.750000 Penalty: 5042.891602
	Iteration 29Q: 3 clusters Score -3253096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -3253096.750000 Penalty: 5042.891602
	Iteration 30Q: 3 clusters Score -3253097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -3253095.750000 Penalty: 5042.891602
	Iteration 31Q: 3 clusters Score -3253096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3253092.500000 Penalty: 5042.891602
	Iteration 32Q: 3 clusters Score -3253092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -3253097.250000 Penalty: 5042.891602
	Iteration 33Q: 3 clusters Score -3253097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -3253095.750000 Penalty: 5042.891602
	Iteration 34Q: 3 clusters Score -3253096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -3253095.750000 Penalty: 5042.891602
	Iteration 35F: 3 clusters Score -3253096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Entering Unmasked Estep 
Score: -265307.093750 Penalty: 1942.929321
	Iteration 0F: 2 clusters Score -265307.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -262680.937500 Penalty: 3885.858643
	Iteration 0F: 3 clusters Score -262680.9 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -265559.437500 Penalty: 3885.858643
	Iteration 1F: 3 clusters Score -265559.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -267167.500000 Penalty: 3885.858643
	Iteration 2F: 3 clusters Score -267167.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -268215.312500 Penalty: 3885.858643
	Iteration 3F: 3 clusters Score -268215.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -269226.812500 Penalty: 3885.858643
	Iteration 4F: 3 clusters Score -269226.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -270347.812500 Penalty: 3885.858643
	Iteration 5Q: 3 clusters Score -270347.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -270480.187500 Penalty: 3885.858643
	Iteration 6Q: 3 clusters Score -270480.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -270524.125000 Penalty: 3885.858643
	Iteration 7Q: 3 clusters Score -270524.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -270540.906250 Penalty: 3885.858643
	Iteration 8Q: 3 clusters Score -270540.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -270548.468750 Penalty: 3885.858643
	Iteration 9Q: 3 clusters Score -270548.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -270561.125000 Penalty: 3885.858643
	Iteration 10Q: 3 clusters Score -270561.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -270574.593750 Penalty: 3885.858643
	Iteration 11Q: 3 clusters Score -270574.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -270588.218750 Penalty: 3885.858643
	Iteration 12Q: 3 clusters Score -270588.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -270602.312500 Penalty: 3885.858643
	Iteration 13Q: 3 clusters Score -270602.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -270625.406250 Penalty: 3885.858643
	Iteration 14Q: 3 clusters Score -270625.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -270659.500000 Penalty: 3885.858643
	Iteration 15Q: 3 clusters Score -270659.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -270736.781250 Penalty: 3885.858643
	Iteration 16Q: 3 clusters Score -270736.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -270861.500000 Penalty: 3885.858643
	Iteration 17Q: 3 clusters Score -270861.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -270996.906250 Penalty: 3885.858643
	Iteration 18Q: 3 clusters Score -270996.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -271070.031250 Penalty: 3885.858643
	Iteration 19Q: 3 clusters Score -271070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -271190.156250 Penalty: 3885.858643
	Iteration 20F: 3 clusters Score -271190.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -271589.875000 Penalty: 3885.858643
	Iteration 21Q: 3 clusters Score -271589.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -271793.406250 Penalty: 3885.858643
	Iteration 22Q: 3 clusters Score -271793.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -271797.000000 Penalty: 3885.858643
	Iteration 23Q: 3 clusters Score -271797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -271807.468750 Penalty: 3885.858643
	Iteration 24F: 3 clusters Score -271807.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -271813.312500 Penalty: 3885.858643
	Iteration 25Q: 3 clusters Score -271813.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -271813.312500 Penalty: 3885.858643
	Iteration 26F: 3 clusters Score -271813.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 8358 members 
Mstep: Class 4 contains 173770 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 49372 members 
Mstep: Class 7 contains 37126 members 
Mstep: Class 8 contains 5813 members 
Mstep: Class 9 contains 78173 members 
Mstep: Class 10 contains 49439 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 41853 members 
Mstep: Class 13 contains 16254 members 
Mstep: Class 14 contains 195328 members 
Mstep: Class 15 contains 8355 members 
Mstep: Class 16 contains 82357 members 
Mstep: Class 19 contains 311132 members 
Mstep: Class 20 contains 187714 members 
Entering Unmasked Estep 
Score: -154523664.000000 Penalty: 62753.914062
Splitting cluster 2 changes total score from -154515824.000000 to -154523664.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 3 (8358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Entering Unmasked Estep 
Score: -983234.437500 Penalty: 2239.681641
	Iteration 0F: 2 clusters Score -983234.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -976636.250000 Penalty: 4479.363281
	Iteration 0F: 3 clusters Score -976636.2 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -978708.625000 Penalty: 4479.363281
	Iteration 1F: 3 clusters Score -978708.6 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -979245.250000 Penalty: 4479.363281
	Iteration 2F: 3 clusters Score -979245.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -979744.875000 Penalty: 4479.363281
	Iteration 3F: 3 clusters Score -979744.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -980566.437500 Penalty: 4479.363281
	Iteration 4F: 3 clusters Score -980566.4 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -982052.625000 Penalty: 4479.363281
	Iteration 5F: 3 clusters Score -982052.6 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -983910.937500 Penalty: 4479.363281
	Iteration 6F: 3 clusters Score -983910.9 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -985042.375000 Penalty: 4479.363281
	Iteration 7F: 3 clusters Score -985042.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -985398.625000 Penalty: 4479.363281
	Iteration 8Q: 3 clusters Score -985398.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -985492.562500 Penalty: 4479.363281
	Iteration 9Q: 3 clusters Score -985492.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -985556.000000 Penalty: 4479.363281
	Iteration 10Q: 3 clusters Score -985556 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -985639.375000 Penalty: 4479.363281
	Iteration 11Q: 3 clusters Score -985639.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -985688.000000 Penalty: 4479.363281
	Iteration 12Q: 3 clusters Score -985688 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -985709.375000 Penalty: 4479.363281
	Iteration 13Q: 3 clusters Score -985709.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -985721.187500 Penalty: 4479.363281
	Iteration 14Q: 3 clusters Score -985721.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -985730.000000 Penalty: 4479.363281
	Iteration 15Q: 3 clusters Score -985730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -985740.125000 Penalty: 4479.363281
	Iteration 16Q: 3 clusters Score -985740.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -985739.500000 Penalty: 4479.363281
	Iteration 17Q: 3 clusters Score -985739.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -985745.875000 Penalty: 4479.363281
	Iteration 18Q: 3 clusters Score -985745.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -985751.625000 Penalty: 4479.363281
	Iteration 19Q: 3 clusters Score -985751.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -985753.562500 Penalty: 4479.363281
	Iteration 20F: 3 clusters Score -985753.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -985755.937500 Penalty: 4479.363281
	Iteration 21Q: 3 clusters Score -985755.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -985755.062500 Penalty: 4479.363281
	Iteration 22Q: 3 clusters Score -985755.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -985753.875000 Penalty: 4479.363281
	Iteration 23Q: 3 clusters Score -985753.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -985759.000000 Penalty: 4479.363281
	Iteration 24Q: 3 clusters Score -985759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -985760.625000 Penalty: 4479.363281
	Iteration 25Q: 3 clusters Score -985760.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -985764.625000 Penalty: 4479.363281
	Iteration 26Q: 3 clusters Score -985764.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -985764.000000 Penalty: 4479.363281
	Iteration 27Q: 3 clusters Score -985764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -985765.125000 Penalty: 4479.363281
	Iteration 28Q: 3 clusters Score -985765.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -985766.062500 Penalty: 4479.363281
	Iteration 29Q: 3 clusters Score -985766.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -985765.312500 Penalty: 4479.363281
	Iteration 30Q: 3 clusters Score -985765.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -985765.312500 Penalty: 4479.363281
	Iteration 31F: 3 clusters Score -985765.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 173770 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 49372 members 
Mstep: Class 7 contains 37126 members 
Mstep: Class 8 contains 5813 members 
Mstep: Class 9 contains 78173 members 
Mstep: Class 10 contains 49439 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 41853 members 
Mstep: Class 13 contains 16254 members 
Mstep: Class 14 contains 195328 members 
Mstep: Class 15 contains 8355 members 
Mstep: Class 16 contains 82357 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 19 contains 311132 members 
Mstep: Class 20 contains 187714 members 
Entering Unmasked Estep 
Score: -154526544.000000 Penalty: 66240.242188
Splitting cluster 3 changes total score from -154515824.000000 to -154526544.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 4 (173770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173770 members 
Entering Unmasked Estep 
Score: -21694616.000000 Penalty: 2992.240967
	Iteration 0F: 2 clusters Score -2.169462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86865 members 
Mstep: Class 2 contains 86905 members 
Entering Unmasked Estep 
Score: -21579908.000000 Penalty: 5984.481934
	Iteration 0F: 3 clusters Score -2.157991e+07 nChanged 83021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88488 members 
Mstep: Class 2 contains 85282 members 
Entering Unmasked Estep 
Score: -21629016.000000 Penalty: 5984.481934
	Iteration 1F: 3 clusters Score -2.162902e+07 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89800 members 
Mstep: Class 2 contains 83970 members 
Entering Unmasked Estep 
Score: -21631512.000000 Penalty: 5984.481934
	Iteration 2Q: 3 clusters Score -2.163151e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92047 members 
Mstep: Class 2 contains 81723 members 
Entering Unmasked Estep 
Score: -21634998.000000 Penalty: 5984.481934
	Iteration 3Q: 3 clusters Score -2.1635e+07 nChanged 9402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95433 members 
Mstep: Class 2 contains 78337 members 
Entering Unmasked Estep 
Score: -21639370.000000 Penalty: 5984.481934
	Iteration 4F: 3 clusters Score -2.163937e+07 nChanged 10521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100410 members 
Mstep: Class 2 contains 73360 members 
Entering Unmasked Estep 
Score: -21644490.000000 Penalty: 5984.481934
	Iteration 5F: 3 clusters Score -2.164449e+07 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107049 members 
Mstep: Class 2 contains 66721 members 
Entering Unmasked Estep 
Score: -21650490.000000 Penalty: 5984.481934
	Iteration 6F: 3 clusters Score -2.165049e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115168 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
Score: -21656740.000000 Penalty: 5984.481934
	Iteration 7F: 3 clusters Score -2.165674e+07 nChanged 10692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124286 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -21663704.000000 Penalty: 5984.481934
	Iteration 8F: 3 clusters Score -2.16637e+07 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133568 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -21670454.000000 Penalty: 5984.481934
	Iteration 9F: 3 clusters Score -2.167045e+07 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142071 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -21676758.000000 Penalty: 5984.481934
	Iteration 10F: 3 clusters Score -2.167676e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149266 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -21681770.000000 Penalty: 5984.481934
	Iteration 11Q: 3 clusters Score -2.168177e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154964 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -21685716.000000 Penalty: 5984.481934
	Iteration 12Q: 3 clusters Score -2.168572e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159143 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -21689034.000000 Penalty: 5984.481934
	Iteration 13Q: 3 clusters Score -2.168903e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161977 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -21691258.000000 Penalty: 5984.481934
	Iteration 14Q: 3 clusters Score -2.169126e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163889 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -21692774.000000 Penalty: 5984.481934
	Iteration 15Q: 3 clusters Score -2.169277e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165063 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -21693782.000000 Penalty: 5984.481934
	Iteration 16Q: 3 clusters Score -2.169378e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165829 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -21694310.000000 Penalty: 5984.481934
	Iteration 17Q: 3 clusters Score -2.169431e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166350 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -21694656.000000 Penalty: 5984.481934
	Iteration 18Q: 3 clusters Score -2.169466e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166697 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -21694878.000000 Penalty: 5984.481934
	Iteration 19Q: 3 clusters Score -2.169488e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166955 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -21695140.000000 Penalty: 5984.481934
	Iteration 20F: 3 clusters Score -2.169514e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167125 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -21695200.000000 Penalty: 5984.481934
	Iteration 21Q: 3 clusters Score -2.16952e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167280 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -21695278.000000 Penalty: 5984.481934
	Iteration 22Q: 3 clusters Score -2.169528e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167390 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -21695356.000000 Penalty: 5984.481934
	Iteration 23Q: 3 clusters Score -2.169536e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167485 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -21695402.000000 Penalty: 5984.481934
	Iteration 24Q: 3 clusters Score -2.16954e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167552 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -21695480.000000 Penalty: 5984.481934
	Iteration 25Q: 3 clusters Score -2.169548e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167606 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -21695508.000000 Penalty: 5984.481934
	Iteration 26Q: 3 clusters Score -2.169551e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167646 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -21695564.000000 Penalty: 5984.481934
	Iteration 27Q: 3 clusters Score -2.169556e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167678 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -21695620.000000 Penalty: 5984.481934
	Iteration 28Q: 3 clusters Score -2.169562e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167690 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -21695666.000000 Penalty: 5984.481934
	Iteration 29Q: 3 clusters Score -2.169567e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167690 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -21695634.000000 Penalty: 5984.481934
	Iteration 30Q: 3 clusters Score -2.169563e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167684 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -21695670.000000 Penalty: 5984.481934
	Iteration 31Q: 3 clusters Score -2.169567e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167682 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -21695676.000000 Penalty: 5984.481934
	Iteration 32Q: 3 clusters Score -2.169568e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167693 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -21695686.000000 Penalty: 5984.481934
	Iteration 33Q: 3 clusters Score -2.169569e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167695 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -21695674.000000 Penalty: 5984.481934
	Iteration 34Q: 3 clusters Score -2.169567e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167700 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -21695708.000000 Penalty: 5984.481934
	Iteration 35Q: 3 clusters Score -2.169571e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167704 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -21695696.000000 Penalty: 5984.481934
	Iteration 36Q: 3 clusters Score -2.16957e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167698 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -21695702.000000 Penalty: 5984.481934
	Iteration 37Q: 3 clusters Score -2.16957e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167697 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -21695702.000000 Penalty: 5984.481934
	Iteration 38Q: 3 clusters Score -2.16957e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167701 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -21695676.000000 Penalty: 5984.481934
	Iteration 39Q: 3 clusters Score -2.169568e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167704 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -21695686.000000 Penalty: 5984.481934
	Iteration 40F: 3 clusters Score -2.169569e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167704 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -21695670.000000 Penalty: 5984.481934
	Iteration 41Q: 3 clusters Score -2.169567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167704 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -21695678.000000 Penalty: 5984.481934
	Iteration 42Q: 3 clusters Score -2.169568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167702 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -21695676.000000 Penalty: 5984.481934
	Iteration 43Q: 3 clusters Score -2.169568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167700 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -21695676.000000 Penalty: 5984.481934
	Iteration 44Q: 3 clusters Score -2.169568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167699 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -21695674.000000 Penalty: 5984.481934
	Iteration 45Q: 3 clusters Score -2.169567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167699 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -21695674.000000 Penalty: 5984.481934
	Iteration 46F: 3 clusters Score -2.169567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 167699 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 49372 members 
Mstep: Class 7 contains 37126 members 
Mstep: Class 8 contains 5813 members 
Mstep: Class 9 contains 78173 members 
Mstep: Class 10 contains 49439 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 41853 members 
Mstep: Class 13 contains 16254 members 
Mstep: Class 14 contains 195328 members 
Mstep: Class 15 contains 8355 members 
Mstep: Class 16 contains 82357 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 6071 members 
Mstep: Class 19 contains 311132 members 
Mstep: Class 20 contains 187714 members 
Entering Unmasked Estep 
Score: -154526592.000000 Penalty: 69726.570312
Splitting cluster 4 changes total score from -154515824.000000 to -154526592.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 6 (49372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Entering Unmasked Estep 
Score: -6214255.000000 Penalty: 2680.170410
	Iteration 0F: 2 clusters Score -6214255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -6180830.000000 Penalty: 5360.340820
	Iteration 0F: 3 clusters Score -6180830 nChanged 22870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -6193447.000000 Penalty: 5360.340820
	Iteration 1F: 3 clusters Score -6193447 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -6194000.000000 Penalty: 5360.340820
	Iteration 2Q: 3 clusters Score -6194000 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -6194523.500000 Penalty: 5360.340820
	Iteration 3Q: 3 clusters Score -6194524 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -6195007.500000 Penalty: 5360.340820
	Iteration 4Q: 3 clusters Score -6195008 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -6195534.500000 Penalty: 5360.340820
	Iteration 5Q: 3 clusters Score -6195534 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -6196123.000000 Penalty: 5360.340820
	Iteration 6Q: 3 clusters Score -6196123 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -6196981.000000 Penalty: 5360.340820
	Iteration 7Q: 3 clusters Score -6196981 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -6198253.500000 Penalty: 5360.340820
	Iteration 8F: 3 clusters Score -6198254 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -6200018.000000 Penalty: 5360.340820
	Iteration 9F: 3 clusters Score -6200018 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -6202314.000000 Penalty: 5360.340820
	Iteration 10F: 3 clusters Score -6202314 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -6204959.500000 Penalty: 5360.340820
	Iteration 11F: 3 clusters Score -6204960 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -6207502.000000 Penalty: 5360.340820
	Iteration 12F: 3 clusters Score -6207502 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -6209389.500000 Penalty: 5360.340820
	Iteration 13Q: 3 clusters Score -6209390 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -6210514.000000 Penalty: 5360.340820
	Iteration 14Q: 3 clusters Score -6210514 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -6211135.500000 Penalty: 5360.340820
	Iteration 15Q: 3 clusters Score -6211136 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -6211426.500000 Penalty: 5360.340820
	Iteration 16Q: 3 clusters Score -6211426 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -6211659.000000 Penalty: 5360.340820
	Iteration 17Q: 3 clusters Score -6211659 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -6211808.500000 Penalty: 5360.340820
	Iteration 18Q: 3 clusters Score -6211808 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -6211890.500000 Penalty: 5360.340820
	Iteration 19Q: 3 clusters Score -6211890 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -6211941.500000 Penalty: 5360.340820
	Iteration 20F: 3 clusters Score -6211942 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -6211983.500000 Penalty: 5360.340820
	Iteration 21Q: 3 clusters Score -6211984 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -6212016.500000 Penalty: 5360.340820
	Iteration 22Q: 3 clusters Score -6212016 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -6212049.000000 Penalty: 5360.340820
	Iteration 23Q: 3 clusters Score -6212049 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -6212084.500000 Penalty: 5360.340820
	Iteration 24Q: 3 clusters Score -6212084 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -6212148.000000 Penalty: 5360.340820
	Iteration 25Q: 3 clusters Score -6212148 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -6212155.500000 Penalty: 5360.340820
	Iteration 26Q: 3 clusters Score -6212156 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -6212172.500000 Penalty: 5360.340820
	Iteration 27Q: 3 clusters Score -6212172 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -6212188.000000 Penalty: 5360.340820
	Iteration 28Q: 3 clusters Score -6212188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6212193.500000 Penalty: 5360.340820
	Iteration 29Q: 3 clusters Score -6212194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -6212205.500000 Penalty: 5360.340820
	Iteration 30Q: 3 clusters Score -6212206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -6212212.000000 Penalty: 5360.340820
	Iteration 31Q: 3 clusters Score -6212212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -6212214.500000 Penalty: 5360.340820
	Iteration 32Q: 3 clusters Score -6212214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6212215.000000 Penalty: 5360.340820
	Iteration 33Q: 3 clusters Score -6212215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -6212215.500000 Penalty: 5360.340820
	Iteration 34Q: 3 clusters Score -6212216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6212215.500000 Penalty: 5360.340820
	Iteration 35Q: 3 clusters Score -6212216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6212224.500000 Penalty: 5360.340820
	Iteration 36Q: 3 clusters Score -6212224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -6212222.000000 Penalty: 5360.340820
	Iteration 37Q: 3 clusters Score -6212222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6212232.000000 Penalty: 5360.340820
	Iteration 38Q: 3 clusters Score -6212232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -6212225.500000 Penalty: 5360.340820
	Iteration 39Q: 3 clusters Score -6212226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6212239.000000 Penalty: 5360.340820
	Iteration 40F: 3 clusters Score -6212239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6212237.000000 Penalty: 5360.340820
	Iteration 41Q: 3 clusters Score -6212237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -6212238.000000 Penalty: 5360.340820
	Iteration 42Q: 3 clusters Score -6212238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -6212235.500000 Penalty: 5360.340820
	Iteration 43Q: 3 clusters Score -6212236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -6212236.000000 Penalty: 5360.340820
	Iteration 44Q: 3 clusters Score -6212236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -6212230.000000 Penalty: 5360.340820
	Iteration 45Q: 3 clusters Score -6212230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6212230.500000 Penalty: 5360.340820
	Iteration 46Q: 3 clusters Score -6212230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6212236.500000 Penalty: 5360.340820
	Iteration 47Q: 3 clusters Score -6212236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6212236.500000 Penalty: 5360.340820
	Iteration 48F: 3 clusters Score -6212236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Entering Unmasked Estep 
Score: -4448495.000000 Penalty: 2609.474121
	Iteration 0F: 2 clusters Score -4448495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -4423323.500000 Penalty: 5218.948242
	Iteration 0F: 3 clusters Score -4423324 nChanged 17004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -4432659.000000 Penalty: 5218.948242
	Iteration 1F: 3 clusters Score -4432659 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -4433379.000000 Penalty: 5218.948242
	Iteration 2F: 3 clusters Score -4433379 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -4434260.500000 Penalty: 5218.948242
	Iteration 3F: 3 clusters Score -4434260 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -4435388.500000 Penalty: 5218.948242
	Iteration 4F: 3 clusters Score -4435388 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -4436844.500000 Penalty: 5218.948242
	Iteration 5F: 3 clusters Score -4436844 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -4438748.500000 Penalty: 5218.948242
	Iteration 6F: 3 clusters Score -4438748 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -4441086.500000 Penalty: 5218.948242
	Iteration 7F: 3 clusters Score -4441086 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -4443355.500000 Penalty: 5218.948242
	Iteration 8F: 3 clusters Score -4443356 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -4445167.500000 Penalty: 5218.948242
	Iteration 9F: 3 clusters Score -4445168 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -4446460.500000 Penalty: 5218.948242
	Iteration 10Q: 3 clusters Score -4446460 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -4447419.000000 Penalty: 5218.948242
	Iteration 11Q: 3 clusters Score -4447419 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -4448163.000000 Penalty: 5218.948242
	Iteration 12Q: 3 clusters Score -4448163 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -4448649.000000 Penalty: 5218.948242
	Iteration 13Q: 3 clusters Score -4448649 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -4449061.000000 Penalty: 5218.948242
	Iteration 14Q: 3 clusters Score -4449061 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -4449366.500000 Penalty: 5218.948242
	Iteration 15Q: 3 clusters Score -4449366 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -4449730.000000 Penalty: 5218.948242
	Iteration 16Q: 3 clusters Score -4449730 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -4450135.500000 Penalty: 5218.948242
	Iteration 17Q: 3 clusters Score -4450136 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -4450510.000000 Penalty: 5218.948242
	Iteration 18Q: 3 clusters Score -4450510 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -4450832.500000 Penalty: 5218.948242
	Iteration 19Q: 3 clusters Score -4450832 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -4451048.000000 Penalty: 5218.948242
	Iteration 20F: 3 clusters Score -4451048 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -4451209.500000 Penalty: 5218.948242
	Iteration 21Q: 3 clusters Score -4451210 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -4451336.500000 Penalty: 5218.948242
	Iteration 22Q: 3 clusters Score -4451336 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -4451406.500000 Penalty: 5218.948242
	Iteration 23Q: 3 clusters Score -4451406 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -4451430.000000 Penalty: 5218.948242
	Iteration 24Q: 3 clusters Score -4451430 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -4451443.000000 Penalty: 5218.948242
	Iteration 25Q: 3 clusters Score -4451443 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -4451448.500000 Penalty: 5218.948242
	Iteration 26Q: 3 clusters Score -4451448 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -4451442.000000 Penalty: 5218.948242
	Iteration 27Q: 3 clusters Score -4451442 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -4451443.000000 Penalty: 5218.948242
	Iteration 28Q: 3 clusters Score -4451443 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -4451451.500000 Penalty: 5218.948242
	Iteration 29Q: 3 clusters Score -4451452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -4451445.000000 Penalty: 5218.948242
	Iteration 30Q: 3 clusters Score -4451445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -4451451.000000 Penalty: 5218.948242
	Iteration 31Q: 3 clusters Score -4451451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -4451457.500000 Penalty: 5218.948242
	Iteration 32Q: 3 clusters Score -4451458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -4451463.000000 Penalty: 5218.948242
	Iteration 33Q: 3 clusters Score -4451463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -4451465.500000 Penalty: 5218.948242
	Iteration 34Q: 3 clusters Score -4451466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -4451475.000000 Penalty: 5218.948242
	Iteration 35Q: 3 clusters Score -4451475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -4451469.500000 Penalty: 5218.948242
	Iteration 36Q: 3 clusters Score -4451470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -4451475.500000 Penalty: 5218.948242
	Iteration 37Q: 3 clusters Score -4451476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -4451477.000000 Penalty: 5218.948242
	Iteration 38Q: 3 clusters Score -4451477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -4451476.000000 Penalty: 5218.948242
	Iteration 39Q: 3 clusters Score -4451476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -4451475.500000 Penalty: 5218.948242
	Iteration 40F: 3 clusters Score -4451476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -4451478.500000 Penalty: 5218.948242
	Iteration 41Q: 3 clusters Score -4451478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -4451474.000000 Penalty: 5218.948242
	Iteration 42Q: 3 clusters Score -4451474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -4451474.000000 Penalty: 5218.948242
	Iteration 43Q: 3 clusters Score -4451474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -4451480.000000 Penalty: 5218.948242
	Iteration 44Q: 3 clusters Score -4451480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -4451475.500000 Penalty: 5218.948242
	Iteration 45Q: 3 clusters Score -4451476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -4451471.500000 Penalty: 5218.948242
	Iteration 46Q: 3 clusters Score -4451472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -4451480.000000 Penalty: 5218.948242
	Iteration 47Q: 3 clusters Score -4451480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -4451482.500000 Penalty: 5218.948242
	Iteration 48Q: 3 clusters Score -4451482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -4451482.000000 Penalty: 5218.948242
	Iteration 49Q: 3 clusters Score -4451482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -4451482.000000 Penalty: 5218.948242
	Iteration 50Q: 3 clusters Score -4451482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -4451478.500000 Penalty: 5218.948242
	Iteration 51Q: 3 clusters Score -4451478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -4451478.500000 Penalty: 5218.948242
	Iteration 52Q: 3 clusters Score -4451478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -4451478.500000 Penalty: 5218.948242
	Iteration 53Q: 3 clusters Score -4451478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -4451476.500000 Penalty: 5218.948242
	Iteration 54Q: 3 clusters Score -4451476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -4451476.500000 Penalty: 5218.948242
	Iteration 55F: 3 clusters Score -4451476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 167699 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 49372 members 
Mstep: Class 7 contains 11530 members 
Mstep: Class 8 contains 5813 members 
Mstep: Class 9 contains 78173 members 
Mstep: Class 10 contains 49439 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 41853 members 
Mstep: Class 13 contains 16254 members 
Mstep: Class 14 contains 195328 members 
Mstep: Class 15 contains 8355 members 
Mstep: Class 16 contains 82357 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 6071 members 
Mstep: Class 19 contains 311132 members 
Mstep: Class 20 contains 187714 members 
Mstep: Class 21 contains 25596 members 
Entering Unmasked Estep 
Score: -154528640.000000 Penalty: 73212.898438
Splitting cluster 7 changes total score from -154515824.000000 to -154528640.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (5813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Entering Unmasked Estep 
Score: -724080.750000 Penalty: 2149.627441
	Iteration 0F: 2 clusters Score -724080.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -718986.875000 Penalty: 4299.254883
	Iteration 0F: 3 clusters Score -718986.9 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -720206.500000 Penalty: 4299.254883
	Iteration 1F: 3 clusters Score -720206.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -720475.125000 Penalty: 4299.254883
	Iteration 2F: 3 clusters Score -720475.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -720684.500000 Penalty: 4299.254883
	Iteration 3F: 3 clusters Score -720684.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -720855.312500 Penalty: 4299.254883
	Iteration 4Q: 3 clusters Score -720855.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -720993.750000 Penalty: 4299.254883
	Iteration 5Q: 3 clusters Score -720993.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -721101.375000 Penalty: 4299.254883
	Iteration 6Q: 3 clusters Score -721101.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -721215.000000 Penalty: 4299.254883
	Iteration 7Q: 3 clusters Score -721215 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -721325.625000 Penalty: 4299.254883
	Iteration 8Q: 3 clusters Score -721325.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -721458.500000 Penalty: 4299.254883
	Iteration 9Q: 3 clusters Score -721458.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -721575.875000 Penalty: 4299.254883
	Iteration 10Q: 3 clusters Score -721575.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -721675.250000 Penalty: 4299.254883
	Iteration 11Q: 3 clusters Score -721675.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -721773.250000 Penalty: 4299.254883
	Iteration 12Q: 3 clusters Score -721773.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -721867.187500 Penalty: 4299.254883
	Iteration 13Q: 3 clusters Score -721867.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -721957.500000 Penalty: 4299.254883
	Iteration 14Q: 3 clusters Score -721957.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -722052.250000 Penalty: 4299.254883
	Iteration 15Q: 3 clusters Score -722052.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -722124.062500 Penalty: 4299.254883
	Iteration 16Q: 3 clusters Score -722124.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -722183.562500 Penalty: 4299.254883
	Iteration 17Q: 3 clusters Score -722183.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -722221.937500 Penalty: 4299.254883
	Iteration 18Q: 3 clusters Score -722221.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -722249.062500 Penalty: 4299.254883
	Iteration 19Q: 3 clusters Score -722249.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -722269.875000 Penalty: 4299.254883
	Iteration 20F: 3 clusters Score -722269.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -722287.750000 Penalty: 4299.254883
	Iteration 21Q: 3 clusters Score -722287.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -722301.000000 Penalty: 4299.254883
	Iteration 22Q: 3 clusters Score -722301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -722313.750000 Penalty: 4299.254883
	Iteration 23Q: 3 clusters Score -722313.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -722332.750000 Penalty: 4299.254883
	Iteration 24Q: 3 clusters Score -722332.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -722341.625000 Penalty: 4299.254883
	Iteration 25Q: 3 clusters Score -722341.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -722349.000000 Penalty: 4299.254883
	Iteration 26Q: 3 clusters Score -722349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -722356.937500 Penalty: 4299.254883
	Iteration 27Q: 3 clusters Score -722356.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -722367.750000 Penalty: 4299.254883
	Iteration 28Q: 3 clusters Score -722367.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -722372.312500 Penalty: 4299.254883
	Iteration 29Q: 3 clusters Score -722372.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -722379.250000 Penalty: 4299.254883
	Iteration 30Q: 3 clusters Score -722379.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -722388.250000 Penalty: 4299.254883
	Iteration 31Q: 3 clusters Score -722388.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -722393.750000 Penalty: 4299.254883
	Iteration 32Q: 3 clusters Score -722393.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -722395.812500 Penalty: 4299.254883
	Iteration 33Q: 3 clusters Score -722395.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -722398.625000 Penalty: 4299.254883
	Iteration 34Q: 3 clusters Score -722398.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -722400.562500 Penalty: 4299.254883
	Iteration 35Q: 3 clusters Score -722400.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -722401.875000 Penalty: 4299.254883
	Iteration 36Q: 3 clusters Score -722401.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -722403.250000 Penalty: 4299.254883
	Iteration 37Q: 3 clusters Score -722403.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -722403.250000 Penalty: 4299.254883
	Iteration 38F: 3 clusters Score -722403.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78173 members 
Entering Unmasked Estep 
Score: -9864426.000000 Penalty: 2794.136475
	Iteration 0F: 2 clusters Score -9864426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -9811872.000000 Penalty: 5588.272949
	Iteration 0F: 3 clusters Score -9811872 nChanged 36999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -9832928.000000 Penalty: 5588.272949
	Iteration 1F: 3 clusters Score -9832928 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -9833992.000000 Penalty: 5588.272949
	Iteration 2Q: 3 clusters Score -9833992 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -9835609.000000 Penalty: 5588.272949
	Iteration 3Q: 3 clusters Score -9835609 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -9837938.000000 Penalty: 5588.272949
	Iteration 4F: 3 clusters Score -9837938 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -9841366.000000 Penalty: 5588.272949
	Iteration 5F: 3 clusters Score -9841366 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -9845935.000000 Penalty: 5588.272949
	Iteration 6F: 3 clusters Score -9845935 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -9850577.000000 Penalty: 5588.272949
	Iteration 7F: 3 clusters Score -9850577 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -9853839.000000 Penalty: 5588.272949
	Iteration 8F: 3 clusters Score -9853839 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -9855416.000000 Penalty: 5588.272949
	Iteration 9Q: 3 clusters Score -9855416 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56437 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -9856067.000000 Penalty: 5588.272949
	Iteration 10Q: 3 clusters Score -9856067 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -9856510.000000 Penalty: 5588.272949
	Iteration 11Q: 3 clusters Score -9856510 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -9856797.000000 Penalty: 5588.272949
	Iteration 12Q: 3 clusters Score -9856797 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59408 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -9857127.000000 Penalty: 5588.272949
	Iteration 13Q: 3 clusters Score -9857127 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60329 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -9857454.000000 Penalty: 5588.272949
	Iteration 14Q: 3 clusters Score -9857454 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61241 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -9857777.000000 Penalty: 5588.272949
	Iteration 15Q: 3 clusters Score -9857777 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62148 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -9858037.000000 Penalty: 5588.272949
	Iteration 16Q: 3 clusters Score -9858037 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63004 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -9858308.000000 Penalty: 5588.272949
	Iteration 17Q: 3 clusters Score -9858308 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63818 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -9858526.000000 Penalty: 5588.272949
	Iteration 18Q: 3 clusters Score -9858526 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64591 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -9858723.000000 Penalty: 5588.272949
	Iteration 19Q: 3 clusters Score -9858723 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -9858976.000000 Penalty: 5588.272949
	Iteration 20F: 3 clusters Score -9858976 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66208 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -9859221.000000 Penalty: 5588.272949
	Iteration 21Q: 3 clusters Score -9859221 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67062 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -9859537.000000 Penalty: 5588.272949
	Iteration 22Q: 3 clusters Score -9859537 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67850 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -9859749.000000 Penalty: 5588.272949
	Iteration 23Q: 3 clusters Score -9859749 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -9860014.000000 Penalty: 5588.272949
	Iteration 24Q: 3 clusters Score -9860014 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69263 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -9860239.000000 Penalty: 5588.272949
	Iteration 25Q: 3 clusters Score -9860239 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69914 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -9860444.000000 Penalty: 5588.272949
	Iteration 26Q: 3 clusters Score -9860444 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70471 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -9860661.000000 Penalty: 5588.272949
	Iteration 27Q: 3 clusters Score -9860661 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70987 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -9860817.000000 Penalty: 5588.272949
	Iteration 28Q: 3 clusters Score -9860817 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71517 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -9861010.000000 Penalty: 5588.272949
	Iteration 29Q: 3 clusters Score -9861010 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72019 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -9861144.000000 Penalty: 5588.272949
	Iteration 30Q: 3 clusters Score -9861144 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72474 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -9861307.000000 Penalty: 5588.272949
	Iteration 31Q: 3 clusters Score -9861307 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72864 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -9861450.000000 Penalty: 5588.272949
	Iteration 32Q: 3 clusters Score -9861450 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73252 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -9861611.000000 Penalty: 5588.272949
	Iteration 33Q: 3 clusters Score -9861611 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73598 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -9861742.000000 Penalty: 5588.272949
	Iteration 34Q: 3 clusters Score -9861742 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73920 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -9861835.000000 Penalty: 5588.272949
	Iteration 35Q: 3 clusters Score -9861835 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74187 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -9861931.000000 Penalty: 5588.272949
	Iteration 36Q: 3 clusters Score -9861931 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74418 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -9862001.000000 Penalty: 5588.272949
	Iteration 37Q: 3 clusters Score -9862001 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74588 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -9862034.000000 Penalty: 5588.272949
	Iteration 38Q: 3 clusters Score -9862034 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74743 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -9862105.000000 Penalty: 5588.272949
	Iteration 39Q: 3 clusters Score -9862105 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74888 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -9862128.000000 Penalty: 5588.272949
	Iteration 40F: 3 clusters Score -9862128 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75002 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -9862183.000000 Penalty: 5588.272949
	Iteration 41Q: 3 clusters Score -9862183 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75098 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -9862200.000000 Penalty: 5588.272949
	Iteration 42Q: 3 clusters Score -9862200 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75186 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -9862224.000000 Penalty: 5588.272949
	Iteration 43Q: 3 clusters Score -9862224 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75265 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -9862229.000000 Penalty: 5588.272949
	Iteration 44Q: 3 clusters Score -9862229 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75324 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -9862261.000000 Penalty: 5588.272949
	Iteration 45Q: 3 clusters Score -9862261 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75385 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -9862250.000000 Penalty: 5588.272949
	Iteration 46Q: 3 clusters Score -9862250 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75433 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -9862312.000000 Penalty: 5588.272949
	Iteration 47Q: 3 clusters Score -9862312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75486 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -9862311.000000 Penalty: 5588.272949
	Iteration 48Q: 3 clusters Score -9862311 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75534 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -9862298.000000 Penalty: 5588.272949
	Iteration 49Q: 3 clusters Score -9862298 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75566 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -9862331.000000 Penalty: 5588.272949
	Iteration 50Q: 3 clusters Score -9862331 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75604 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -9862317.000000 Penalty: 5588.272949
	Iteration 51Q: 3 clusters Score -9862317 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75640 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -9862319.000000 Penalty: 5588.272949
	Iteration 52Q: 3 clusters Score -9862319 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75680 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -9862324.000000 Penalty: 5588.272949
	Iteration 53Q: 3 clusters Score -9862324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75718 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -9862346.000000 Penalty: 5588.272949
	Iteration 54Q: 3 clusters Score -9862346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75754 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -9862339.000000 Penalty: 5588.272949
	Iteration 55Q: 3 clusters Score -9862339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -9862334.000000 Penalty: 5588.272949
	Iteration 56Q: 3 clusters Score -9862334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75802 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -9862352.000000 Penalty: 5588.272949
	Iteration 57Q: 3 clusters Score -9862352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75820 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -9862367.000000 Penalty: 5588.272949
	Iteration 58Q: 3 clusters Score -9862367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75838 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -9862361.000000 Penalty: 5588.272949
	Iteration 59Q: 3 clusters Score -9862361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75860 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -9862378.000000 Penalty: 5588.272949
	Iteration 60F: 3 clusters Score -9862378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75872 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -9862386.000000 Penalty: 5588.272949
	Iteration 61Q: 3 clusters Score -9862386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75893 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -9862394.000000 Penalty: 5588.272949
	Iteration 62Q: 3 clusters Score -9862394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75915 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -9862395.000000 Penalty: 5588.272949
	Iteration 63Q: 3 clusters Score -9862395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75931 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -9862388.000000 Penalty: 5588.272949
	Iteration 64Q: 3 clusters Score -9862388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75943 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -9862382.000000 Penalty: 5588.272949
	Iteration 65Q: 3 clusters Score -9862382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75956 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -9862385.000000 Penalty: 5588.272949
	Iteration 66Q: 3 clusters Score -9862385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75967 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -9862381.000000 Penalty: 5588.272949
	Iteration 67Q: 3 clusters Score -9862381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75975 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -9862376.000000 Penalty: 5588.272949
	Iteration 68Q: 3 clusters Score -9862376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -9862382.000000 Penalty: 5588.272949
	Iteration 69Q: 3 clusters Score -9862382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75986 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -9862383.000000 Penalty: 5588.272949
	Iteration 70Q: 3 clusters Score -9862383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75993 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -9862377.000000 Penalty: 5588.272949
	Iteration 71Q: 3 clusters Score -9862377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76001 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -9862381.000000 Penalty: 5588.272949
	Iteration 72Q: 3 clusters Score -9862381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76007 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -9862386.000000 Penalty: 5588.272949
	Iteration 73Q: 3 clusters Score -9862386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76014 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -9862381.000000 Penalty: 5588.272949
	Iteration 74Q: 3 clusters Score -9862381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -9862397.000000 Penalty: 5588.272949
	Iteration 75Q: 3 clusters Score -9862397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -9862397.000000 Penalty: 5588.272949
	Iteration 76Q: 3 clusters Score -9862397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76030 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -9862401.000000 Penalty: 5588.272949
	Iteration 77Q: 3 clusters Score -9862401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76032 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -9862401.000000 Penalty: 5588.272949
	Iteration 78Q: 3 clusters Score -9862401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76036 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -9862402.000000 Penalty: 5588.272949
	Iteration 79Q: 3 clusters Score -9862402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76039 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -9862407.000000 Penalty: 5588.272949
	Iteration 80F: 3 clusters Score -9862407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76040 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -9862409.000000 Penalty: 5588.272949
	Iteration 81Q: 3 clusters Score -9862409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76041 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -9862403.000000 Penalty: 5588.272949
	Iteration 82Q: 3 clusters Score -9862403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76041 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -9862403.000000 Penalty: 5588.272949
	Iteration 83F: 3 clusters Score -9862403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Entering Unmasked Estep 
Score: -6018353.000000 Penalty: 2680.506592
	Iteration 0F: 2 clusters Score -6018353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -5985057.000000 Penalty: 5361.013184
	Iteration 0F: 3 clusters Score -5985057 nChanged 22688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -5997875.000000 Penalty: 5361.013184
	Iteration 1F: 3 clusters Score -5997875 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -5998756.000000 Penalty: 5361.013184
	Iteration 2Q: 3 clusters Score -5998756 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -6000081.000000 Penalty: 5361.013184
	Iteration 3F: 3 clusters Score -6000081 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -6001919.000000 Penalty: 5361.013184
	Iteration 4F: 3 clusters Score -6001919 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -6004683.000000 Penalty: 5361.013184
	Iteration 5F: 3 clusters Score -6004683 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -6008084.500000 Penalty: 5361.013184
	Iteration 6F: 3 clusters Score -6008084 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -6011747.000000 Penalty: 5361.013184
	Iteration 7F: 3 clusters Score -6011747 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -6015284.500000 Penalty: 5361.013184
	Iteration 8F: 3 clusters Score -6015284 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -6017692.000000 Penalty: 5361.013184
	Iteration 9F: 3 clusters Score -6017692 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -6018802.500000 Penalty: 5361.013184
	Iteration 10Q: 3 clusters Score -6018802 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -6019263.500000 Penalty: 5361.013184
	Iteration 11Q: 3 clusters Score -6019264 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -6019483.500000 Penalty: 5361.013184
	Iteration 12Q: 3 clusters Score -6019484 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -6019554.000000 Penalty: 5361.013184
	Iteration 13Q: 3 clusters Score -6019554 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -6019593.500000 Penalty: 5361.013184
	Iteration 14Q: 3 clusters Score -6019594 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -6019627.500000 Penalty: 5361.013184
	Iteration 15Q: 3 clusters Score -6019628 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -6019664.000000 Penalty: 5361.013184
	Iteration 16Q: 3 clusters Score -6019664 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -6019691.500000 Penalty: 5361.013184
	Iteration 17Q: 3 clusters Score -6019692 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -6019703.000000 Penalty: 5361.013184
	Iteration 18Q: 3 clusters Score -6019703 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -6019727.000000 Penalty: 5361.013184
	Iteration 19Q: 3 clusters Score -6019727 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -6019738.500000 Penalty: 5361.013184
	Iteration 20F: 3 clusters Score -6019738 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -6019748.000000 Penalty: 5361.013184
	Iteration 21Q: 3 clusters Score -6019748 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -6019752.500000 Penalty: 5361.013184
	Iteration 22Q: 3 clusters Score -6019752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -6019757.500000 Penalty: 5361.013184
	Iteration 23Q: 3 clusters Score -6019758 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -6019757.500000 Penalty: 5361.013184
	Iteration 24Q: 3 clusters Score -6019758 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -6019756.500000 Penalty: 5361.013184
	Iteration 25Q: 3 clusters Score -6019756 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -6019763.000000 Penalty: 5361.013184
	Iteration 26Q: 3 clusters Score -6019763 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -6019773.500000 Penalty: 5361.013184
	Iteration 27Q: 3 clusters Score -6019774 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -6019769.500000 Penalty: 5361.013184
	Iteration 28Q: 3 clusters Score -6019770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -6019755.500000 Penalty: 5361.013184
	Iteration 29Q: 3 clusters Score -6019756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -6019773.500000 Penalty: 5361.013184
	Iteration 30Q: 3 clusters Score -6019774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -6019775.500000 Penalty: 5361.013184
	Iteration 31Q: 3 clusters Score -6019776 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -6019790.500000 Penalty: 5361.013184
	Iteration 32Q: 3 clusters Score -6019790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -6019781.000000 Penalty: 5361.013184
	Iteration 33Q: 3 clusters Score -6019781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -6019784.000000 Penalty: 5361.013184
	Iteration 34Q: 3 clusters Score -6019784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -6019787.500000 Penalty: 5361.013184
	Iteration 35Q: 3 clusters Score -6019788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -6019793.000000 Penalty: 5361.013184
	Iteration 36Q: 3 clusters Score -6019793 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -6019799.000000 Penalty: 5361.013184
	Iteration 37Q: 3 clusters Score -6019799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -6019801.000000 Penalty: 5361.013184
	Iteration 38Q: 3 clusters Score -6019801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -6019803.500000 Penalty: 5361.013184
	Iteration 39Q: 3 clusters Score -6019804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -6019807.500000 Penalty: 5361.013184
	Iteration 40F: 3 clusters Score -6019808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -6019812.000000 Penalty: 5361.013184
	Iteration 41Q: 3 clusters Score -6019812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -6019810.000000 Penalty: 5361.013184
	Iteration 42Q: 3 clusters Score -6019810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -6019811.500000 Penalty: 5361.013184
	Iteration 43Q: 3 clusters Score -6019812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -6019813.000000 Penalty: 5361.013184
	Iteration 44Q: 3 clusters Score -6019813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -6019814.500000 Penalty: 5361.013184
	Iteration 45Q: 3 clusters Score -6019814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -6019816.500000 Penalty: 5361.013184
	Iteration 46Q: 3 clusters Score -6019816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -6019811.000000 Penalty: 5361.013184
	Iteration 47Q: 3 clusters Score -6019811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -6019815.500000 Penalty: 5361.013184
	Iteration 48Q: 3 clusters Score -6019816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -6019815.500000 Penalty: 5361.013184
	Iteration 49Q: 3 clusters Score -6019816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -6019819.000000 Penalty: 5361.013184
	Iteration 50Q: 3 clusters Score -6019819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -6019810.500000 Penalty: 5361.013184
	Iteration 51Q: 3 clusters Score -6019810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -6019815.000000 Penalty: 5361.013184
	Iteration 52Q: 3 clusters Score -6019815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -6019816.500000 Penalty: 5361.013184
	Iteration 53Q: 3 clusters Score -6019816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -6019815.500000 Penalty: 5361.013184
	Iteration 54Q: 3 clusters Score -6019816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -6019807.000000 Penalty: 5361.013184
	Iteration 55Q: 3 clusters Score -6019807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -6019811.500000 Penalty: 5361.013184
	Iteration 56Q: 3 clusters Score -6019812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -6019810.000000 Penalty: 5361.013184
	Iteration 57Q: 3 clusters Score -6019810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -6019809.000000 Penalty: 5361.013184
	Iteration 58Q: 3 clusters Score -6019809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -6019803.000000 Penalty: 5361.013184
	Iteration 59Q: 3 clusters Score -6019803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -6019812.500000 Penalty: 5361.013184
	Iteration 60F: 3 clusters Score -6019812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -6019809.000000 Penalty: 5361.013184
	Iteration 61Q: 3 clusters Score -6019809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -6019805.500000 Penalty: 5361.013184
	Iteration 62Q: 3 clusters Score -6019806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -6019799.500000 Penalty: 5361.013184
	Iteration 63Q: 3 clusters Score -6019800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -6019799.000000 Penalty: 5361.013184
	Iteration 64Q: 3 clusters Score -6019799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -6019802.000000 Penalty: 5361.013184
	Iteration 65Q: 3 clusters Score -6019802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -6019798.500000 Penalty: 5361.013184
	Iteration 66Q: 3 clusters Score -6019798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -6019798.000000 Penalty: 5361.013184
	Iteration 67Q: 3 clusters Score -6019798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -6019802.500000 Penalty: 5361.013184
	Iteration 68Q: 3 clusters Score -6019802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -6019797.000000 Penalty: 5361.013184
	Iteration 69Q: 3 clusters Score -6019797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -6019792.000000 Penalty: 5361.013184
	Iteration 70Q: 3 clusters Score -6019792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -6019791.500000 Penalty: 5361.013184
	Iteration 71Q: 3 clusters Score -6019792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -6019782.000000 Penalty: 5361.013184
	Iteration 72Q: 3 clusters Score -6019782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -6019790.500000 Penalty: 5361.013184
	Iteration 73Q: 3 clusters Score -6019790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -6019794.500000 Penalty: 5361.013184
	Iteration 74Q: 3 clusters Score -6019794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -6019792.500000 Penalty: 5361.013184
	Iteration 75Q: 3 clusters Score -6019792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -6019790.500000 Penalty: 5361.013184
	Iteration 76Q: 3 clusters Score -6019790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -6019796.000000 Penalty: 5361.013184
	Iteration 77Q: 3 clusters Score -6019796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -6019796.000000 Penalty: 5361.013184
	Iteration 78F: 3 clusters Score -6019796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 167699 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 49372 members 
Mstep: Class 7 contains 11530 members 
Mstep: Class 8 contains 5813 members 
Mstep: Class 9 contains 78173 members 
Mstep: Class 10 contains 12865 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 41853 members 
Mstep: Class 13 contains 16254 members 
Mstep: Class 14 contains 195328 members 
Mstep: Class 15 contains 8355 members 
Mstep: Class 16 contains 82357 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 6071 members 
Mstep: Class 19 contains 311132 members 
Mstep: Class 20 contains 187714 members 
Mstep: Class 21 contains 25596 members 
Mstep: Class 22 contains 36574 members 
Entering Unmasked Estep 
Score: -154529648.000000 Penalty: 76699.226562
Splitting cluster 10 changes total score from -154515824.000000 to -154529648.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -57066.019531 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -57066.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55511.820312 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -55511.82 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55662.886719 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -55662.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55707.625000 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -55707.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55724.093750 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -55724.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55738.761719 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -55738.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55741.472656 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -55741.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55744.527344 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -55744.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55744.527344 Penalty: 3080.457520
	Iteration 7F: 3 clusters Score -55744.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Entering Unmasked Estep 
Score: -4726943.500000 Penalty: 2639.196045
	Iteration 0F: 2 clusters Score -4726944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -4698746.000000 Penalty: 5278.392090
	Iteration 0F: 3 clusters Score -4698746 nChanged 19120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -4710101.000000 Penalty: 5278.392090
	Iteration 1F: 3 clusters Score -4710101 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -4711648.500000 Penalty: 5278.392090
	Iteration 2F: 3 clusters Score -4711648 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -4713264.500000 Penalty: 5278.392090
	Iteration 3F: 3 clusters Score -4713264 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -4715079.000000 Penalty: 5278.392090
	Iteration 4F: 3 clusters Score -4715079 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -4716703.500000 Penalty: 5278.392090
	Iteration 5F: 3 clusters Score -4716704 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -4718172.500000 Penalty: 5278.392090
	Iteration 6F: 3 clusters Score -4718172 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -4719433.500000 Penalty: 5278.392090
	Iteration 7F: 3 clusters Score -4719434 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -4720624.000000 Penalty: 5278.392090
	Iteration 8Q: 3 clusters Score -4720624 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -4721926.000000 Penalty: 5278.392090
	Iteration 9Q: 3 clusters Score -4721926 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -4723287.000000 Penalty: 5278.392090
	Iteration 10Q: 3 clusters Score -4723287 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -4724521.500000 Penalty: 5278.392090
	Iteration 11Q: 3 clusters Score -4724522 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -4725431.000000 Penalty: 5278.392090
	Iteration 12Q: 3 clusters Score -4725431 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -4725965.500000 Penalty: 5278.392090
	Iteration 13Q: 3 clusters Score -4725966 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -4726285.500000 Penalty: 5278.392090
	Iteration 14Q: 3 clusters Score -4726286 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -4726483.500000 Penalty: 5278.392090
	Iteration 15Q: 3 clusters Score -4726484 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -4726659.500000 Penalty: 5278.392090
	Iteration 16Q: 3 clusters Score -4726660 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -4726793.000000 Penalty: 5278.392090
	Iteration 17Q: 3 clusters Score -4726793 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -4726889.000000 Penalty: 5278.392090
	Iteration 18Q: 3 clusters Score -4726889 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -4726983.500000 Penalty: 5278.392090
	Iteration 19Q: 3 clusters Score -4726984 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -4727030.000000 Penalty: 5278.392090
	Iteration 20F: 3 clusters Score -4727030 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -4727111.000000 Penalty: 5278.392090
	Iteration 21Q: 3 clusters Score -4727111 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -4727156.000000 Penalty: 5278.392090
	Iteration 22Q: 3 clusters Score -4727156 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -4727218.500000 Penalty: 5278.392090
	Iteration 23Q: 3 clusters Score -4727218 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -4727287.500000 Penalty: 5278.392090
	Iteration 24Q: 3 clusters Score -4727288 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -4727334.000000 Penalty: 5278.392090
	Iteration 25Q: 3 clusters Score -4727334 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -4727372.500000 Penalty: 5278.392090
	Iteration 26Q: 3 clusters Score -4727372 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -4727407.000000 Penalty: 5278.392090
	Iteration 27Q: 3 clusters Score -4727407 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -4727457.500000 Penalty: 5278.392090
	Iteration 28Q: 3 clusters Score -4727458 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -4727502.000000 Penalty: 5278.392090
	Iteration 29Q: 3 clusters Score -4727502 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -4727537.500000 Penalty: 5278.392090
	Iteration 30Q: 3 clusters Score -4727538 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -4727564.500000 Penalty: 5278.392090
	Iteration 31Q: 3 clusters Score -4727564 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -4727587.000000 Penalty: 5278.392090
	Iteration 32Q: 3 clusters Score -4727587 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -4727605.000000 Penalty: 5278.392090
	Iteration 33Q: 3 clusters Score -4727605 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -4727637.500000 Penalty: 5278.392090
	Iteration 34Q: 3 clusters Score -4727638 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -4727664.000000 Penalty: 5278.392090
	Iteration 35Q: 3 clusters Score -4727664 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -4727691.500000 Penalty: 5278.392090
	Iteration 36Q: 3 clusters Score -4727692 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -4727734.500000 Penalty: 5278.392090
	Iteration 37Q: 3 clusters Score -4727734 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4727765 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4727798 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -4727831.000000 Penalty: 5278.392090
	Iteration 40F: 3 clusters Score -4727831 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -4727847.500000 Penalty: 5278.392090
	Iteration 41Q: 3 clusters Score -4727848 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -4727916.500000 Penalty: 5278.392090
	Iteration 42Q: 3 clusters Score -4727916 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4728018 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4728090 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4728198 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -4728314.500000 Penalty: 5278.392090
	Iteration 46Q: 3 clusters Score -4728314 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4728386 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4728488 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4728578 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -4728628.500000 Penalty: 5278.392090
	Iteration 50Q: 3 clusters Score -4728628 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4728660 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -4728719.500000 Penalty: 5278.392090
	Iteration 52Q: 3 clusters Score -4728720 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4728768 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4728796 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4728858 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -4728897.000000 Penalty: 5278.392090
	Iteration 56Q: 3 clusters Score -4728897 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -4728942.500000 Penalty: 5278.392090
	Iteration 57Q: 3 clusters Score -4728942 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -4728964.500000 Penalty: 5278.392090
	Iteration 58Q: 3 clusters Score -4728964 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -4729005.000000 Penalty: 5278.392090
	Iteration 59Q: 3 clusters Score -4729005 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -4729056.500000 Penalty: 5278.392090
	Iteration 60F: 3 clusters Score -4729056 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4729090 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -4729102.500000 Penalty: 5278.392090
	Iteration 62Q: 3 clusters Score -4729102 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -4729128.500000 Penalty: 5278.392090
	Iteration 63Q: 3 clusters Score -4729128 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -4729168.500000 Penalty: 5278.392090
	Iteration 64Q: 3 clusters Score -4729168 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -4729222.000000 Penalty: 5278.392090
	Iteration 65Q: 3 clusters Score -4729222 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -4729236.500000 Penalty: 5278.392090
	Iteration 66Q: 3 clusters Score -4729236 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -4729251.500000 Penalty: 5278.392090
	Iteration 67Q: 3 clusters Score -4729252 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -4729266.000000 Penalty: 5278.392090
	Iteration 68Q: 3 clusters Score -4729266 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -4729292.500000 Penalty: 5278.392090
	Iteration 69Q: 3 clusters Score -4729292 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -4729312.000000 Penalty: 5278.392090
	Iteration 70Q: 3 clusters Score -4729312 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -4729325.000000 Penalty: 5278.392090
	Iteration 71Q: 3 clusters Score -4729325 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -4729339.000000 Penalty: 5278.392090
	Iteration 72Q: 3 clusters Score -4729339 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -4729345.500000 Penalty: 5278.392090
	Iteration 73Q: 3 clusters Score -4729346 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -4729352.000000 Penalty: 5278.392090
	Iteration 74Q: 3 clusters Score -4729352 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -4729364.000000 Penalty: 5278.392090
	Iteration 75Q: 3 clusters Score -4729364 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -4729379.000000 Penalty: 5278.392090
	Iteration 76Q: 3 clusters Score -4729379 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -4729388.500000 Penalty: 5278.392090
	Iteration 77Q: 3 clusters Score -4729388 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -4729390.500000 Penalty: 5278.392090
	Iteration 78Q: 3 clusters Score -4729390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -4729405.000000 Penalty: 5278.392090
	Iteration 79Q: 3 clusters Score -4729405 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -4729401.500000 Penalty: 5278.392090
	Iteration 80F: 3 clusters Score -4729402 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -4729406.500000 Penalty: 5278.392090
	Iteration 81Q: 3 clusters Score -4729406 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -4729402.500000 Penalty: 5278.392090
	Iteration 82Q: 3 clusters Score -4729402 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -4729404.500000 Penalty: 5278.392090
	Iteration 83Q: 3 clusters Score -4729404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -4729405.000000 Penalty: 5278.392090
	Iteration 84Q: 3 clusters Score -4729405 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -4729411.500000 Penalty: 5278.392090
	Iteration 85Q: 3 clusters Score -4729412 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -4729413.000000 Penalty: 5278.392090
	Iteration 86Q: 3 clusters Score -4729413 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -4729431.500000 Penalty: 5278.392090
	Iteration 87Q: 3 clusters Score -4729432 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -4729439.000000 Penalty: 5278.392090
	Iteration 88Q: 3 clusters Score -4729439 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -4729456.000000 Penalty: 5278.392090
	Iteration 89Q: 3 clusters Score -4729456 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -4729457.500000 Penalty: 5278.392090
	Iteration 90Q: 3 clusters Score -4729458 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -4729475.500000 Penalty: 5278.392090
	Iteration 91Q: 3 clusters Score -4729476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -4729492.500000 Penalty: 5278.392090
	Iteration 92Q: 3 clusters Score -4729492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -4729490.500000 Penalty: 5278.392090
	Iteration 93Q: 3 clusters Score -4729490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -4729491.500000 Penalty: 5278.392090
	Iteration 94Q: 3 clusters Score -4729492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -4729498.000000 Penalty: 5278.392090
	Iteration 95Q: 3 clusters Score -4729498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -4729497.000000 Penalty: 5278.392090
	Iteration 96Q: 3 clusters Score -4729497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -4729492.000000 Penalty: 5278.392090
	Iteration 97Q: 3 clusters Score -4729492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -4729499.000000 Penalty: 5278.392090
	Iteration 98Q: 3 clusters Score -4729499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -4729499.500000 Penalty: 5278.392090
	Iteration 99Q: 3 clusters Score -4729500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -4729499.500000 Penalty: 5278.392090
	Iteration 100F: 3 clusters Score -4729500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -4729503.000000 Penalty: 5278.392090
	Iteration 101Q: 3 clusters Score -4729503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -4729501.000000 Penalty: 5278.392090
	Iteration 102Q: 3 clusters Score -4729501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -4729503.500000 Penalty: 5278.392090
	Iteration 103Q: 3 clusters Score -4729504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -4729500.500000 Penalty: 5278.392090
	Iteration 104Q: 3 clusters Score -4729500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -4729499.000000 Penalty: 5278.392090
	Iteration 105Q: 3 clusters Score -4729499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -4729498.500000 Penalty: 5278.392090
	Iteration 106Q: 3 clusters Score -4729498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -4729499.000000 Penalty: 5278.392090
	Iteration 107Q: 3 clusters Score -4729499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -4729501.000000 Penalty: 5278.392090
	Iteration 108Q: 3 clusters Score -4729501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -4729504.000000 Penalty: 5278.392090
	Iteration 109Q: 3 clusters Score -4729504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -4729505.500000 Penalty: 5278.392090
	Iteration 110Q: 3 clusters Score -4729506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -4729498.000000 Penalty: 5278.392090
	Iteration 111Q: 3 clusters Score -4729498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -4729500.500000 Penalty: 5278.392090
	Iteration 112Q: 3 clusters Score -4729500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -4729499.500000 Penalty: 5278.392090
	Iteration 113Q: 3 clusters Score -4729500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -4729500.000000 Penalty: 5278.392090
	Iteration 114Q: 3 clusters Score -4729500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -4729506.500000 Penalty: 5278.392090
	Iteration 115Q: 3 clusters Score -4729506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -4729509.000000 Penalty: 5278.392090
	Iteration 116Q: 3 clusters Score -4729509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -4729510.000000 Penalty: 5278.392090
	Iteration 117Q: 3 clusters Score -4729510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -4729514.000000 Penalty: 5278.392090
	Iteration 118Q: 3 clusters Score -4729514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -4729510.500000 Penalty: 5278.392090
	Iteration 119Q: 3 clusters Score -4729510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -4729507.000000 Penalty: 5278.392090
	Iteration 120F: 3 clusters Score -4729507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -4729510.500000 Penalty: 5278.392090
	Iteration 121Q: 3 clusters Score -4729510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -4729504.000000 Penalty: 5278.392090
	Iteration 122Q: 3 clusters Score -4729504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -4729508.000000 Penalty: 5278.392090
	Iteration 123Q: 3 clusters Score -4729508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -4729507.000000 Penalty: 5278.392090
	Iteration 124Q: 3 clusters Score -4729507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -4729507.000000 Penalty: 5278.392090
	Iteration 125F: 3 clusters Score -4729507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 167699 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 49372 members 
Mstep: Class 7 contains 11530 members 
Mstep: Class 8 contains 5813 members 
Mstep: Class 9 contains 78173 members 
Mstep: Class 10 contains 12865 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 36081 members 
Mstep: Class 13 contains 16254 members 
Mstep: Class 14 contains 195328 members 
Mstep: Class 15 contains 8355 members 
Mstep: Class 16 contains 82357 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 6071 members 
Mstep: Class 19 contains 311132 members 
Mstep: Class 20 contains 187714 members 
Mstep: Class 21 contains 25596 members 
Mstep: Class 22 contains 36574 members 
Mstep: Class 23 contains 5772 members 
Entering Unmasked Estep 
Score: -154531136.000000 Penalty: 80185.554688
Splitting cluster 12 changes total score from -154515824.000000 to -154531136.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (16254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Entering Unmasked Estep 
Score: -2034107.375000 Penalty: 2404.631348
	Iteration 0F: 2 clusters Score -2034107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2022460.375000 Penalty: 4809.262695
	Iteration 0F: 3 clusters Score -2022460 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2026171.875000 Penalty: 4809.262695
	Iteration 1F: 3 clusters Score -2026172 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2026554.375000 Penalty: 4809.262695
	Iteration 2F: 3 clusters Score -2026554 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2026899.375000 Penalty: 4809.262695
	Iteration 3Q: 3 clusters Score -2026899 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2027254.625000 Penalty: 4809.262695
	Iteration 4Q: 3 clusters Score -2027255 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2027729.875000 Penalty: 4809.262695
	Iteration 5F: 3 clusters Score -2027730 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2028337.750000 Penalty: 4809.262695
	Iteration 6F: 3 clusters Score -2028338 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2029140.875000 Penalty: 4809.262695
	Iteration 7F: 3 clusters Score -2029141 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2030051.375000 Penalty: 4809.262695
	Iteration 8F: 3 clusters Score -2030051 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2030800.125000 Penalty: 4809.262695
	Iteration 9Q: 3 clusters Score -2030800 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2031298.875000 Penalty: 4809.262695
	Iteration 10Q: 3 clusters Score -2031299 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2031605.500000 Penalty: 4809.262695
	Iteration 11Q: 3 clusters Score -2031606 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2031802.875000 Penalty: 4809.262695
	Iteration 12Q: 3 clusters Score -2031803 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2031921.625000 Penalty: 4809.262695
	Iteration 13Q: 3 clusters Score -2031922 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2031983.000000 Penalty: 4809.262695
	Iteration 14Q: 3 clusters Score -2031983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2032007.125000 Penalty: 4809.262695
	Iteration 15Q: 3 clusters Score -2032007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2032032.500000 Penalty: 4809.262695
	Iteration 16Q: 3 clusters Score -2032032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2032041.500000 Penalty: 4809.262695
	Iteration 17Q: 3 clusters Score -2032042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2032050.500000 Penalty: 4809.262695
	Iteration 18Q: 3 clusters Score -2032050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2032052.875000 Penalty: 4809.262695
	Iteration 19Q: 3 clusters Score -2032053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2032052.500000 Penalty: 4809.262695
	Iteration 20F: 3 clusters Score -2032052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (195328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195328 members 
Entering Unmasked Estep 
Score: -24280986.000000 Penalty: 3021.243896
	Iteration 0F: 2 clusters Score -2.428099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97637 members 
Mstep: Class 2 contains 97691 members 
Entering Unmasked Estep 
Score: -24151100.000000 Penalty: 6042.487793
	Iteration 0F: 3 clusters Score -2.41511e+07 nChanged 93715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96744 members 
Mstep: Class 2 contains 98584 members 
Entering Unmasked Estep 
Score: -24206202.000000 Penalty: 6042.487793
	Iteration 1F: 3 clusters Score -2.42062e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95599 members 
Mstep: Class 2 contains 99729 members 
Entering Unmasked Estep 
Score: -24207896.000000 Penalty: 6042.487793
	Iteration 2Q: 3 clusters Score -2.42079e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93598 members 
Mstep: Class 2 contains 101730 members 
Entering Unmasked Estep 
Score: -24210898.000000 Penalty: 6042.487793
	Iteration 3Q: 3 clusters Score -2.42109e+07 nChanged 9720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90254 members 
Mstep: Class 2 contains 105074 members 
Entering Unmasked Estep 
Score: -24215838.000000 Penalty: 6042.487793
	Iteration 4Q: 3 clusters Score -2.421584e+07 nChanged 12879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84969 members 
Mstep: Class 2 contains 110359 members 
Entering Unmasked Estep 
Score: -24224440.000000 Penalty: 6042.487793
	Iteration 5F: 3 clusters Score -2.422444e+07 nChanged 15865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77946 members 
Mstep: Class 2 contains 117382 members 
Entering Unmasked Estep 
Score: -24238048.000000 Penalty: 6042.487793
	Iteration 6F: 3 clusters Score -2.423805e+07 nChanged 16658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 124920 members 
Entering Unmasked Estep 
Score: -24253524.000000 Penalty: 6042.487793
	Iteration 7F: 3 clusters Score -2.425352e+07 nChanged 13663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64941 members 
Mstep: Class 2 contains 130387 members 
Entering Unmasked Estep 
Score: -24265222.000000 Penalty: 6042.487793
	Iteration 8F: 3 clusters Score -2.426522e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61705 members 
Mstep: Class 2 contains 133623 members 
Entering Unmasked Estep 
Score: -24269882.000000 Penalty: 6042.487793
	Iteration 9Q: 3 clusters Score -2.426988e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 135924 members 
Entering Unmasked Estep 
Score: -24271532.000000 Penalty: 6042.487793
	Iteration 10Q: 3 clusters Score -2.427153e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57419 members 
Mstep: Class 2 contains 137909 members 
Entering Unmasked Estep 
Score: -24272498.000000 Penalty: 6042.487793
	Iteration 11Q: 3 clusters Score -2.42725e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 139670 members 
Entering Unmasked Estep 
Score: -24272924.000000 Penalty: 6042.487793
	Iteration 12Q: 3 clusters Score -2.427292e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 141410 members 
Entering Unmasked Estep 
Score: -24273446.000000 Penalty: 6042.487793
	Iteration 13Q: 3 clusters Score -2.427345e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 143112 members 
Entering Unmasked Estep 
Score: -24273766.000000 Penalty: 6042.487793
	Iteration 14Q: 3 clusters Score -2.427377e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 144730 members 
Entering Unmasked Estep 
Score: -24274102.000000 Penalty: 6042.487793
	Iteration 15Q: 3 clusters Score -2.42741e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 146268 members 
Entering Unmasked Estep 
Score: -24274298.000000 Penalty: 6042.487793
	Iteration 16Q: 3 clusters Score -2.42743e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 147808 members 
Entering Unmasked Estep 
Score: -24274526.000000 Penalty: 6042.487793
	Iteration 17Q: 3 clusters Score -2.427453e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 149326 members 
Entering Unmasked Estep 
Score: -24274758.000000 Penalty: 6042.487793
	Iteration 18Q: 3 clusters Score -2.427476e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 150768 members 
Entering Unmasked Estep 
Score: -24275066.000000 Penalty: 6042.487793
	Iteration 19Q: 3 clusters Score -2.427507e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 152172 members 
Entering Unmasked Estep 
Score: -24275162.000000 Penalty: 6042.487793
	Iteration 20F: 3 clusters Score -2.427516e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 153625 members 
Entering Unmasked Estep 
Score: -24275348.000000 Penalty: 6042.487793
	Iteration 21Q: 3 clusters Score -2.427535e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 155179 members 
Entering Unmasked Estep 
Score: -24275598.000000 Penalty: 6042.487793
	Iteration 22Q: 3 clusters Score -2.42756e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 156715 members 
Entering Unmasked Estep 
Score: -24275764.000000 Penalty: 6042.487793
	Iteration 23Q: 3 clusters Score -2.427576e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 158249 members 
Entering Unmasked Estep 
Score: -24276072.000000 Penalty: 6042.487793
	Iteration 24Q: 3 clusters Score -2.427607e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 159774 members 
Entering Unmasked Estep 
Score: -24276308.000000 Penalty: 6042.487793
	Iteration 25Q: 3 clusters Score -2.427631e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 161308 members 
Entering Unmasked Estep 
Score: -24276648.000000 Penalty: 6042.487793
	Iteration 26Q: 3 clusters Score -2.427665e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 162897 members 
Entering Unmasked Estep 
Score: -24276978.000000 Penalty: 6042.487793
	Iteration 27Q: 3 clusters Score -2.427698e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 164478 members 
Entering Unmasked Estep 
Score: -24277310.000000 Penalty: 6042.487793
	Iteration 28Q: 3 clusters Score -2.427731e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 165988 members 
Entering Unmasked Estep 
Score: -24277506.000000 Penalty: 6042.487793
	Iteration 29Q: 3 clusters Score -2.427751e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 167370 members 
Entering Unmasked Estep 
Score: -24277664.000000 Penalty: 6042.487793
	Iteration 30Q: 3 clusters Score -2.427766e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 168744 members 
Entering Unmasked Estep 
Score: -24277840.000000 Penalty: 6042.487793
	Iteration 31Q: 3 clusters Score -2.427784e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 170089 members 
Entering Unmasked Estep 
Score: -24277946.000000 Penalty: 6042.487793
	Iteration 32Q: 3 clusters Score -2.427795e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 171359 members 
Entering Unmasked Estep 
Score: -24278244.000000 Penalty: 6042.487793
	Iteration 33Q: 3 clusters Score -2.427824e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 172574 members 
Entering Unmasked Estep 
Score: -24278412.000000 Penalty: 6042.487793
	Iteration 34Q: 3 clusters Score -2.427841e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 173794 members 
Entering Unmasked Estep 
Score: -24278700.000000 Penalty: 6042.487793
	Iteration 35Q: 3 clusters Score -2.42787e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 174958 members 
Entering Unmasked Estep 
Score: -24278704.000000 Penalty: 6042.487793
	Iteration 36Q: 3 clusters Score -2.42787e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 176079 members 
Entering Unmasked Estep 
Score: -24278798.000000 Penalty: 6042.487793
	Iteration 37Q: 3 clusters Score -2.42788e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 177099 members 
Entering Unmasked Estep 
Score: -24278936.000000 Penalty: 6042.487793
	Iteration 38Q: 3 clusters Score -2.427894e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 178094 members 
Entering Unmasked Estep 
Score: -24279092.000000 Penalty: 6042.487793
	Iteration 39Q: 3 clusters Score -2.427909e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 179001 members 
Entering Unmasked Estep 
Score: -24279210.000000 Penalty: 6042.487793
	Iteration 40F: 3 clusters Score -2.427921e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 179837 members 
Entering Unmasked Estep 
Score: -24279188.000000 Penalty: 6042.487793
	Iteration 41Q: 3 clusters Score -2.427919e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 180626 members 
Entering Unmasked Estep 
Score: -24279388.000000 Penalty: 6042.487793
	Iteration 42Q: 3 clusters Score -2.427939e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 181400 members 
Entering Unmasked Estep 
Score: -24279396.000000 Penalty: 6042.487793
	Iteration 43Q: 3 clusters Score -2.42794e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 182124 members 
Entering Unmasked Estep 
Score: -24279410.000000 Penalty: 6042.487793
	Iteration 44Q: 3 clusters Score -2.427941e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 182839 members 
Entering Unmasked Estep 
Score: -24279540.000000 Penalty: 6042.487793
	Iteration 45Q: 3 clusters Score -2.427954e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 183550 members 
Entering Unmasked Estep 
Score: -24279614.000000 Penalty: 6042.487793
	Iteration 46Q: 3 clusters Score -2.427961e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 184177 members 
Entering Unmasked Estep 
Score: -24279720.000000 Penalty: 6042.487793
	Iteration 47Q: 3 clusters Score -2.427972e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 184741 members 
Entering Unmasked Estep 
Score: -24279776.000000 Penalty: 6042.487793
	Iteration 48Q: 3 clusters Score -2.427978e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 185249 members 
Entering Unmasked Estep 
Score: -24279758.000000 Penalty: 6042.487793
	Iteration 49Q: 3 clusters Score -2.427976e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 185717 members 
Entering Unmasked Estep 
Score: -24279776.000000 Penalty: 6042.487793
	Iteration 50Q: 3 clusters Score -2.427978e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 186180 members 
Entering Unmasked Estep 
Score: -24279796.000000 Penalty: 6042.487793
	Iteration 51Q: 3 clusters Score -2.42798e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 186613 members 
Entering Unmasked Estep 
Score: -24279856.000000 Penalty: 6042.487793
	Iteration 52Q: 3 clusters Score -2.427986e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 187030 members 
Entering Unmasked Estep 
Score: -24279884.000000 Penalty: 6042.487793
	Iteration 53Q: 3 clusters Score -2.427988e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 187402 members 
Entering Unmasked Estep 
Score: -24279968.000000 Penalty: 6042.487793
	Iteration 54Q: 3 clusters Score -2.427997e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 187733 members 
Entering Unmasked Estep 
Score: -24280032.000000 Penalty: 6042.487793
	Iteration 55Q: 3 clusters Score -2.428003e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 188043 members 
Entering Unmasked Estep 
Score: -24280026.000000 Penalty: 6042.487793
	Iteration 56Q: 3 clusters Score -2.428003e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 188320 members 
Entering Unmasked Estep 
Score: -24279978.000000 Penalty: 6042.487793
	Iteration 57Q: 3 clusters Score -2.427998e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 188569 members 
Entering Unmasked Estep 
Score: -24279912.000000 Penalty: 6042.487793
	Iteration 58Q: 3 clusters Score -2.427991e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 188801 members 
Entering Unmasked Estep 
Score: -24279884.000000 Penalty: 6042.487793
	Iteration 59Q: 3 clusters Score -2.427988e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 189013 members 
Entering Unmasked Estep 
Score: -24279916.000000 Penalty: 6042.487793
	Iteration 60F: 3 clusters Score -2.427992e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 189221 members 
Entering Unmasked Estep 
Score: -24279936.000000 Penalty: 6042.487793
	Iteration 61Q: 3 clusters Score -2.427994e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 189422 members 
Entering Unmasked Estep 
Score: -24279936.000000 Penalty: 6042.487793
	Iteration 62Q: 3 clusters Score -2.427994e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 189596 members 
Entering Unmasked Estep 
Score: -24279926.000000 Penalty: 6042.487793
	Iteration 63Q: 3 clusters Score -2.427993e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 189759 members 
Entering Unmasked Estep 
Score: -24279956.000000 Penalty: 6042.487793
	Iteration 64Q: 3 clusters Score -2.427996e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 189896 members 
Entering Unmasked Estep 
Score: -24279926.000000 Penalty: 6042.487793
	Iteration 65Q: 3 clusters Score -2.427993e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 190012 members 
Entering Unmasked Estep 
Score: -24279850.000000 Penalty: 6042.487793
	Iteration 66Q: 3 clusters Score -2.427985e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 190113 members 
Entering Unmasked Estep 
Score: -24279894.000000 Penalty: 6042.487793
	Iteration 67Q: 3 clusters Score -2.427989e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 190202 members 
Entering Unmasked Estep 
Score: -24279892.000000 Penalty: 6042.487793
	Iteration 68Q: 3 clusters Score -2.427989e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 190291 members 
Entering Unmasked Estep 
Score: -24279894.000000 Penalty: 6042.487793
	Iteration 69Q: 3 clusters Score -2.427989e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 190358 members 
Entering Unmasked Estep 
Score: -24279832.000000 Penalty: 6042.487793
	Iteration 70Q: 3 clusters Score -2.427983e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 190424 members 
Entering Unmasked Estep 
Score: -24279864.000000 Penalty: 6042.487793
	Iteration 71Q: 3 clusters Score -2.427986e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 190496 members 
Entering Unmasked Estep 
Score: -24279864.000000 Penalty: 6042.487793
	Iteration 72Q: 3 clusters Score -2.427986e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 190560 members 
Entering Unmasked Estep 
Score: -24279878.000000 Penalty: 6042.487793
	Iteration 73Q: 3 clusters Score -2.427988e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 190610 members 
Entering Unmasked Estep 
Score: -24279892.000000 Penalty: 6042.487793
	Iteration 74Q: 3 clusters Score -2.427989e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 190666 members 
Entering Unmasked Estep 
Score: -24279880.000000 Penalty: 6042.487793
	Iteration 75Q: 3 clusters Score -2.427988e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 190716 members 
Entering Unmasked Estep 
Score: -24279860.000000 Penalty: 6042.487793
	Iteration 76Q: 3 clusters Score -2.427986e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 190761 members 
Entering Unmasked Estep 
Score: -24279846.000000 Penalty: 6042.487793
	Iteration 77Q: 3 clusters Score -2.427985e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 190806 members 
Entering Unmasked Estep 
Score: -24279840.000000 Penalty: 6042.487793
	Iteration 78Q: 3 clusters Score -2.427984e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 190843 members 
Entering Unmasked Estep 
Score: -24279840.000000 Penalty: 6042.487793
	Iteration 79Q: 3 clusters Score -2.427984e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 190868 members 
Entering Unmasked Estep 
Score: -24279826.000000 Penalty: 6042.487793
	Iteration 80F: 3 clusters Score -2.427983e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 190886 members 
Entering Unmasked Estep 
Score: -24279840.000000 Penalty: 6042.487793
	Iteration 81Q: 3 clusters Score -2.427984e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 190898 members 
Entering Unmasked Estep 
Score: -24279838.000000 Penalty: 6042.487793
	Iteration 82Q: 3 clusters Score -2.427984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 190911 members 
Entering Unmasked Estep 
Score: -24279850.000000 Penalty: 6042.487793
	Iteration 83Q: 3 clusters Score -2.427985e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 190921 members 
Entering Unmasked Estep 
Score: -24279834.000000 Penalty: 6042.487793
	Iteration 84Q: 3 clusters Score -2.427983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 190933 members 
Entering Unmasked Estep 
Score: -24279834.000000 Penalty: 6042.487793
	Iteration 85Q: 3 clusters Score -2.427983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 190941 members 
Entering Unmasked Estep 
Score: -24279832.000000 Penalty: 6042.487793
	Iteration 86Q: 3 clusters Score -2.427983e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 190954 members 
Entering Unmasked Estep 
Score: -24279850.000000 Penalty: 6042.487793
	Iteration 87Q: 3 clusters Score -2.427985e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 190970 members 
Entering Unmasked Estep 
Score: -24279852.000000 Penalty: 6042.487793
	Iteration 88Q: 3 clusters Score -2.427985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 190979 members 
Entering Unmasked Estep 
Score: -24279848.000000 Penalty: 6042.487793
	Iteration 89Q: 3 clusters Score -2.427985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 190987 members 
Entering Unmasked Estep 
Score: -24279864.000000 Penalty: 6042.487793
	Iteration 90Q: 3 clusters Score -2.427986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 190998 members 
Entering Unmasked Estep 
Score: -24279872.000000 Penalty: 6042.487793
	Iteration 91Q: 3 clusters Score -2.427987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 191004 members 
Entering Unmasked Estep 
Score: -24279842.000000 Penalty: 6042.487793
	Iteration 92Q: 3 clusters Score -2.427984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 191014 members 
Entering Unmasked Estep 
Score: -24279848.000000 Penalty: 6042.487793
	Iteration 93Q: 3 clusters Score -2.427985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 191021 members 
Entering Unmasked Estep 
Score: -24279826.000000 Penalty: 6042.487793
	Iteration 94Q: 3 clusters Score -2.427983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 191028 members 
Entering Unmasked Estep 
Score: -24279832.000000 Penalty: 6042.487793
	Iteration 95Q: 3 clusters Score -2.427983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 191038 members 
Entering Unmasked Estep 
Score: -24279826.000000 Penalty: 6042.487793
	Iteration 96Q: 3 clusters Score -2.427983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 191049 members 
Entering Unmasked Estep 
Score: -24279804.000000 Penalty: 6042.487793
	Iteration 97Q: 3 clusters Score -2.42798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 191056 members 
Entering Unmasked Estep 
Score: -24279822.000000 Penalty: 6042.487793
	Iteration 98Q: 3 clusters Score -2.427982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 191062 members 
Entering Unmasked Estep 
Score: -24279822.000000 Penalty: 6042.487793
	Iteration 99Q: 3 clusters Score -2.427982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 191066 members 
Entering Unmasked Estep 
Score: -24279812.000000 Penalty: 6042.487793
	Iteration 100F: 3 clusters Score -2.427981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 191070 members 
Entering Unmasked Estep 
Score: -24279824.000000 Penalty: 6042.487793
	Iteration 101Q: 3 clusters Score -2.427982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 191074 members 
Entering Unmasked Estep 
Score: -24279828.000000 Penalty: 6042.487793
	Iteration 102Q: 3 clusters Score -2.427983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 191076 members 
Entering Unmasked Estep 
Score: -24279824.000000 Penalty: 6042.487793
	Iteration 103Q: 3 clusters Score -2.427982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 191078 members 
Entering Unmasked Estep 
Score: -24279818.000000 Penalty: 6042.487793
	Iteration 104Q: 3 clusters Score -2.427982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 191080 members 
Entering Unmasked Estep 
Score: -24279816.000000 Penalty: 6042.487793
	Iteration 105Q: 3 clusters Score -2.427982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 191083 members 
Entering Unmasked Estep 
Score: -24279842.000000 Penalty: 6042.487793
	Iteration 106Q: 3 clusters Score -2.427984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 191086 members 
Entering Unmasked Estep 
Score: -24279844.000000 Penalty: 6042.487793
	Iteration 107Q: 3 clusters Score -2.427984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 191087 members 
Entering Unmasked Estep 
Score: -24279844.000000 Penalty: 6042.487793
	Iteration 108Q: 3 clusters Score -2.427984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 191089 members 
Entering Unmasked Estep 
Score: -24279854.000000 Penalty: 6042.487793
	Iteration 109Q: 3 clusters Score -2.427985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 191093 members 
Entering Unmasked Estep 
Score: -24279852.000000 Penalty: 6042.487793
	Iteration 110Q: 3 clusters Score -2.427985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 191097 members 
Entering Unmasked Estep 
Score: -24279868.000000 Penalty: 6042.487793
	Iteration 111Q: 3 clusters Score -2.427987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 191103 members 
Entering Unmasked Estep 
Score: -24279864.000000 Penalty: 6042.487793
	Iteration 112Q: 3 clusters Score -2.427986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 191109 members 
Entering Unmasked Estep 
Score: -24279846.000000 Penalty: 6042.487793
	Iteration 113Q: 3 clusters Score -2.427985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 191116 members 
Entering Unmasked Estep 
Score: -24279848.000000 Penalty: 6042.487793
	Iteration 114Q: 3 clusters Score -2.427985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 191124 members 
Entering Unmasked Estep 
Score: -24279856.000000 Penalty: 6042.487793
	Iteration 115Q: 3 clusters Score -2.427986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 191130 members 
Entering Unmasked Estep 
Score: -24279860.000000 Penalty: 6042.487793
	Iteration 116Q: 3 clusters Score -2.427986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 191137 members 
Entering Unmasked Estep 
Score: -24279858.000000 Penalty: 6042.487793
	Iteration 117Q: 3 clusters Score -2.427986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 191146 members 
Entering Unmasked Estep 
Score: -24279850.000000 Penalty: 6042.487793
	Iteration 118Q: 3 clusters Score -2.427985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 191155 members 
Entering Unmasked Estep 
Score: -24279846.000000 Penalty: 6042.487793
	Iteration 119Q: 3 clusters Score -2.427985e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 191165 members 
Entering Unmasked Estep 
Score: -24279850.000000 Penalty: 6042.487793
	Iteration 120F: 3 clusters Score -2.427985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 191173 members 
Entering Unmasked Estep 
Score: -24279844.000000 Penalty: 6042.487793
	Iteration 121Q: 3 clusters Score -2.427984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 191178 members 
Entering Unmasked Estep 
Score: -24279850.000000 Penalty: 6042.487793
	Iteration 122Q: 3 clusters Score -2.427985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 191186 members 
Entering Unmasked Estep 
Score: -24279816.000000 Penalty: 6042.487793
	Iteration 123Q: 3 clusters Score -2.427982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 191194 members 
Entering Unmasked Estep 
Score: -24279806.000000 Penalty: 6042.487793
	Iteration 124Q: 3 clusters Score -2.427981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 191200 members 
Entering Unmasked Estep 
Score: -24279822.000000 Penalty: 6042.487793
	Iteration 125Q: 3 clusters Score -2.427982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 191205 members 
Entering Unmasked Estep 
Score: -24279802.000000 Penalty: 6042.487793
	Iteration 126Q: 3 clusters Score -2.42798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 191210 members 
Entering Unmasked Estep 
Score: -24279796.000000 Penalty: 6042.487793
	Iteration 127Q: 3 clusters Score -2.42798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 191212 members 
Entering Unmasked Estep 
Score: -24279796.000000 Penalty: 6042.487793
	Iteration 128Q: 3 clusters Score -2.42798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 191214 members 
Entering Unmasked Estep 
Score: -24279814.000000 Penalty: 6042.487793
	Iteration 129Q: 3 clusters Score -2.427981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 191218 members 
Entering Unmasked Estep 
Score: -24279806.000000 Penalty: 6042.487793
	Iteration 130Q: 3 clusters Score -2.427981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 191222 members 
Entering Unmasked Estep 
Score: -24279802.000000 Penalty: 6042.487793
	Iteration 131Q: 3 clusters Score -2.42798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 191226 members 
Entering Unmasked Estep 
Score: -24279808.000000 Penalty: 6042.487793
	Iteration 132Q: 3 clusters Score -2.427981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 191228 members 
Entering Unmasked Estep 
Score: -24279792.000000 Penalty: 6042.487793
	Iteration 133Q: 3 clusters Score -2.427979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 191228 members 
Entering Unmasked Estep 
Score: -24279792.000000 Penalty: 6042.487793
	Iteration 134F: 3 clusters Score -2.427979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Entering Unmasked Estep 
Score: -838029.187500 Penalty: 2239.592773
	Iteration 0F: 2 clusters Score -838029.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -831505.312500 Penalty: 4479.185547
	Iteration 0F: 3 clusters Score -831505.3 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -834191.562500 Penalty: 4479.185547
	Iteration 1F: 3 clusters Score -834191.6 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -835804.125000 Penalty: 4479.185547
	Iteration 2F: 3 clusters Score -835804.1 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -837363.375000 Penalty: 4479.185547
	Iteration 3F: 3 clusters Score -837363.4 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -838368.937500 Penalty: 4479.185547
	Iteration 4F: 3 clusters Score -838368.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -838919.562500 Penalty: 4479.185547
	Iteration 5F: 3 clusters Score -838919.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -839210.500000 Penalty: 4479.185547
	Iteration 6Q: 3 clusters Score -839210.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -839408.000000 Penalty: 4479.185547
	Iteration 7Q: 3 clusters Score -839408 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -839523.000000 Penalty: 4479.185547
	Iteration 8Q: 3 clusters Score -839523 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -839588.812500 Penalty: 4479.185547
	Iteration 9Q: 3 clusters Score -839588.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -839623.562500 Penalty: 4479.185547
	Iteration 10Q: 3 clusters Score -839623.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -839651.437500 Penalty: 4479.185547
	Iteration 11Q: 3 clusters Score -839651.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -839670.312500 Penalty: 4479.185547
	Iteration 12Q: 3 clusters Score -839670.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -839685.062500 Penalty: 4479.185547
	Iteration 13Q: 3 clusters Score -839685.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -839697.187500 Penalty: 4479.185547
	Iteration 14Q: 3 clusters Score -839697.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -839708.687500 Penalty: 4479.185547
	Iteration 15Q: 3 clusters Score -839708.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -839722.062500 Penalty: 4479.185547
	Iteration 16Q: 3 clusters Score -839722.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -839735.625000 Penalty: 4479.185547
	Iteration 17Q: 3 clusters Score -839735.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -839746.375000 Penalty: 4479.185547
	Iteration 18Q: 3 clusters Score -839746.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -839750.437500 Penalty: 4479.185547
	Iteration 19Q: 3 clusters Score -839750.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -839761.250000 Penalty: 4479.185547
	Iteration 20F: 3 clusters Score -839761.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -839786.750000 Penalty: 4479.185547
	Iteration 21Q: 3 clusters Score -839786.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -839793.625000 Penalty: 4479.185547
	Iteration 22Q: 3 clusters Score -839793.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -839799.187500 Penalty: 4479.185547
	Iteration 23Q: 3 clusters Score -839799.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -839806.062500 Penalty: 4479.185547
	Iteration 24Q: 3 clusters Score -839806.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -839815.312500 Penalty: 4479.185547
	Iteration 25Q: 3 clusters Score -839815.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -839818.562500 Penalty: 4479.185547
	Iteration 26Q: 3 clusters Score -839818.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -839819.750000 Penalty: 4479.185547
	Iteration 27Q: 3 clusters Score -839819.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -839824.437500 Penalty: 4479.185547
	Iteration 28Q: 3 clusters Score -839824.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -839828.187500 Penalty: 4479.185547
	Iteration 29Q: 3 clusters Score -839828.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -839831.187500 Penalty: 4479.185547
	Iteration 30Q: 3 clusters Score -839831.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -839837.812500 Penalty: 4479.185547
	Iteration 31Q: 3 clusters Score -839837.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -839838.312500 Penalty: 4479.185547
	Iteration 32Q: 3 clusters Score -839838.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -839838.875000 Penalty: 4479.185547
	Iteration 33Q: 3 clusters Score -839838.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -839841.500000 Penalty: 4479.185547
	Iteration 34Q: 3 clusters Score -839841.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -839844.312500 Penalty: 4479.185547
	Iteration 35Q: 3 clusters Score -839844.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -839845.312500 Penalty: 4479.185547
	Iteration 36Q: 3 clusters Score -839845.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -839845.312500 Penalty: 4479.185547
	Iteration 37F: 3 clusters Score -839845.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 167699 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 49372 members 
Mstep: Class 7 contains 11530 members 
Mstep: Class 8 contains 5813 members 
Mstep: Class 9 contains 78173 members 
Mstep: Class 10 contains 12865 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 36081 members 
Mstep: Class 13 contains 16254 members 
Mstep: Class 14 contains 195328 members 
Mstep: Class 15 contains 2935 members 
Mstep: Class 16 contains 82357 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 6071 members 
Mstep: Class 19 contains 311132 members 
Mstep: Class 20 contains 187714 members 
Mstep: Class 21 contains 25596 members 
Mstep: Class 22 contains 36574 members 
Mstep: Class 23 contains 5772 members 
Mstep: Class 24 contains 5420 members 
Entering Unmasked Estep 
Score: -154531456.000000 Penalty: 83671.882812
Splitting cluster 15 changes total score from -154515824.000000 to -154531456.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (82357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82357 members 
Entering Unmasked Estep 
Score: -9858430.000000 Penalty: 2807.067139
	Iteration 0F: 2 clusters Score -9858430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -9803263.000000 Penalty: 5614.134277
	Iteration 0F: 3 clusters Score -9803263 nChanged 38786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -9828591.000000 Penalty: 5614.134277
	Iteration 1F: 3 clusters Score -9828591 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -9834950.000000 Penalty: 5614.134277
	Iteration 2F: 3 clusters Score -9834950 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -9843239.000000 Penalty: 5614.134277
	Iteration 3F: 3 clusters Score -9843239 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -9851305.000000 Penalty: 5614.134277
	Iteration 4F: 3 clusters Score -9851305 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -9856380.000000 Penalty: 5614.134277
	Iteration 5F: 3 clusters Score -9856380 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 61605 members 
Entering Unmasked Estep 
Score: -9858784.000000 Penalty: 5614.134277
	Iteration 6F: 3 clusters Score -9858784 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 63848 members 
Entering Unmasked Estep 
Score: -9859982.000000 Penalty: 5614.134277
	Iteration 7Q: 3 clusters Score -9859982 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 65751 members 
Entering Unmasked Estep 
Score: -9860918.000000 Penalty: 5614.134277
	Iteration 8Q: 3 clusters Score -9860918 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 67562 members 
Entering Unmasked Estep 
Score: -9861873.000000 Penalty: 5614.134277
	Iteration 9Q: 3 clusters Score -9861873 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 69341 members 
Entering Unmasked Estep 
Score: -9863038.000000 Penalty: 5614.134277
	Iteration 10Q: 3 clusters Score -9863038 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 71070 members 
Entering Unmasked Estep 
Score: -9864256.000000 Penalty: 5614.134277
	Iteration 11Q: 3 clusters Score -9864256 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 72646 members 
Entering Unmasked Estep 
Score: -9865303.000000 Penalty: 5614.134277
	Iteration 12Q: 3 clusters Score -9865303 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 73811 members 
Entering Unmasked Estep 
Score: -9865836.000000 Penalty: 5614.134277
	Iteration 13Q: 3 clusters Score -9865836 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 74624 members 
Entering Unmasked Estep 
Score: -9866166.000000 Penalty: 5614.134277
	Iteration 14Q: 3 clusters Score -9866166 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 75179 members 
Entering Unmasked Estep 
Score: -9866327.000000 Penalty: 5614.134277
	Iteration 15Q: 3 clusters Score -9866327 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 75583 members 
Entering Unmasked Estep 
Score: -9866486.000000 Penalty: 5614.134277
	Iteration 16Q: 3 clusters Score -9866486 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 75869 members 
Entering Unmasked Estep 
Score: -9866580.000000 Penalty: 5614.134277
	Iteration 17Q: 3 clusters Score -9866580 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 76068 members 
Entering Unmasked Estep 
Score: -9866616.000000 Penalty: 5614.134277
	Iteration 18Q: 3 clusters Score -9866616 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 76237 members 
Entering Unmasked Estep 
Score: -9866663.000000 Penalty: 5614.134277
	Iteration 19Q: 3 clusters Score -9866663 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 76367 members 
Entering Unmasked Estep 
Score: -9866661.000000 Penalty: 5614.134277
	Iteration 20F: 3 clusters Score -9866661 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 76466 members 
Entering Unmasked Estep 
Score: -9866690.000000 Penalty: 5614.134277
	Iteration 21Q: 3 clusters Score -9866690 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 76547 members 
Entering Unmasked Estep 
Score: -9866681.000000 Penalty: 5614.134277
	Iteration 22Q: 3 clusters Score -9866681 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 76614 members 
Entering Unmasked Estep 
Score: -9866686.000000 Penalty: 5614.134277
	Iteration 23Q: 3 clusters Score -9866686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 76667 members 
Entering Unmasked Estep 
Score: -9866694.000000 Penalty: 5614.134277
	Iteration 24Q: 3 clusters Score -9866694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 76715 members 
Entering Unmasked Estep 
Score: -9866712.000000 Penalty: 5614.134277
	Iteration 25Q: 3 clusters Score -9866712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 76755 members 
Entering Unmasked Estep 
Score: -9866703.000000 Penalty: 5614.134277
	Iteration 26Q: 3 clusters Score -9866703 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 76782 members 
Entering Unmasked Estep 
Score: -9866697.000000 Penalty: 5614.134277
	Iteration 27Q: 3 clusters Score -9866697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 76801 members 
Entering Unmasked Estep 
Score: -9866699.000000 Penalty: 5614.134277
	Iteration 28Q: 3 clusters Score -9866699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 76820 members 
Entering Unmasked Estep 
Score: -9866701.000000 Penalty: 5614.134277
	Iteration 29Q: 3 clusters Score -9866701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 76827 members 
Entering Unmasked Estep 
Score: -9866706.000000 Penalty: 5614.134277
	Iteration 30Q: 3 clusters Score -9866706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 76831 members 
Entering Unmasked Estep 
Score: -9866698.000000 Penalty: 5614.134277
	Iteration 31Q: 3 clusters Score -9866698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 76835 members 
Entering Unmasked Estep 
Score: -9866702.000000 Penalty: 5614.134277
	Iteration 32Q: 3 clusters Score -9866702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 76838 members 
Entering Unmasked Estep 
Score: -9866698.000000 Penalty: 5614.134277
	Iteration 33Q: 3 clusters Score -9866698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 76839 members 
Entering Unmasked Estep 
Score: -9866696.000000 Penalty: 5614.134277
	Iteration 34Q: 3 clusters Score -9866696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 76841 members 
Entering Unmasked Estep 
Score: -9866689.000000 Penalty: 5614.134277
	Iteration 35Q: 3 clusters Score -9866689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 76845 members 
Entering Unmasked Estep 
Score: -9866699.000000 Penalty: 5614.134277
	Iteration 36Q: 3 clusters Score -9866699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 76846 members 
Entering Unmasked Estep 
Score: -9866702.000000 Penalty: 5614.134277
	Iteration 37Q: 3 clusters Score -9866702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 76848 members 
Entering Unmasked Estep 
Score: -9866712.000000 Penalty: 5614.134277
	Iteration 38Q: 3 clusters Score -9866712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 76849 members 
Entering Unmasked Estep 
Score: -9866696.000000 Penalty: 5614.134277
	Iteration 39Q: 3 clusters Score -9866696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 76852 members 
Entering Unmasked Estep 
Score: -9866702.000000 Penalty: 5614.134277
	Iteration 40F: 3 clusters Score -9866702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 76857 members 
Entering Unmasked Estep 
Score: -9866697.000000 Penalty: 5614.134277
	Iteration 41Q: 3 clusters Score -9866697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 76858 members 
Entering Unmasked Estep 
Score: -9866693.000000 Penalty: 5614.134277
	Iteration 42Q: 3 clusters Score -9866693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 76858 members 
Entering Unmasked Estep 
Score: -9866693.000000 Penalty: 5614.134277
	Iteration 43F: 3 clusters Score -9866693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 167699 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 49372 members 
Mstep: Class 7 contains 11530 members 
Mstep: Class 8 contains 5813 members 
Mstep: Class 9 contains 78173 members 
Mstep: Class 10 contains 12865 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 36081 members 
Mstep: Class 13 contains 16254 members 
Mstep: Class 14 contains 195328 members 
Mstep: Class 15 contains 2935 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 6071 members 
Mstep: Class 19 contains 311132 members 
Mstep: Class 20 contains 187714 members 
Mstep: Class 21 contains 25596 members 
Mstep: Class 22 contains 36574 members 
Mstep: Class 23 contains 5772 members 
Mstep: Class 24 contains 5420 members 
Mstep: Class 25 contains 76858 members 
Entering Unmasked Estep 
Score: -154541776.000000 Penalty: 87158.210938
Splitting cluster 16 changes total score from -154515824.000000 to -154541776.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (311132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311132 members 
Entering Unmasked Estep 
Score: -38573468.000000 Penalty: 3136.697021
	Iteration 0F: 2 clusters Score -3.857347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155593 members 
Mstep: Class 2 contains 155539 members 
Entering Unmasked Estep 
Score: -38380312.000000 Penalty: 6273.394043
	Iteration 0F: 3 clusters Score -3.838031e+07 nChanged 151038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153395 members 
Mstep: Class 2 contains 157737 members 
Entering Unmasked Estep 
Score: -38471784.000000 Penalty: 6273.394043
	Iteration 1F: 3 clusters Score -3.847178e+07 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151726 members 
Mstep: Class 2 contains 159406 members 
Entering Unmasked Estep 
Score: -38475100.000000 Penalty: 6273.394043
	Iteration 2Q: 3 clusters Score -3.84751e+07 nChanged 12565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149087 members 
Mstep: Class 2 contains 162045 members 
Entering Unmasked Estep 
Score: -38480396.000000 Penalty: 6273.394043
	Iteration 3Q: 3 clusters Score -3.84804e+07 nChanged 16111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144642 members 
Mstep: Class 2 contains 166490 members 
Entering Unmasked Estep 
Score: -38489908.000000 Penalty: 6273.394043
	Iteration 4F: 3 clusters Score -3.848991e+07 nChanged 20530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137792 members 
Mstep: Class 2 contains 173340 members 
Entering Unmasked Estep 
Score: -38504408.000000 Penalty: 6273.394043
	Iteration 5F: 3 clusters Score -3.850441e+07 nChanged 23851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129135 members 
Mstep: Class 2 contains 181997 members 
Entering Unmasked Estep 
Score: -38523512.000000 Penalty: 6273.394043
	Iteration 6F: 3 clusters Score -3.852351e+07 nChanged 23326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121035 members 
Mstep: Class 2 contains 190097 members 
Entering Unmasked Estep 
Score: -38541672.000000 Penalty: 6273.394043
	Iteration 7F: 3 clusters Score -3.854167e+07 nChanged 18328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115701 members 
Mstep: Class 2 contains 195431 members 
Entering Unmasked Estep 
Score: -38552000.000000 Penalty: 6273.394043
	Iteration 8F: 3 clusters Score -3.8552e+07 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112279 members 
Mstep: Class 2 contains 198853 members 
Entering Unmasked Estep 
Score: -38555820.000000 Penalty: 6273.394043
	Iteration 9Q: 3 clusters Score -3.855582e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109381 members 
Mstep: Class 2 contains 201751 members 
Entering Unmasked Estep 
Score: -38557728.000000 Penalty: 6273.394043
	Iteration 10Q: 3 clusters Score -3.855773e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106606 members 
Mstep: Class 2 contains 204526 members 
Entering Unmasked Estep 
Score: -38559628.000000 Penalty: 6273.394043
	Iteration 11Q: 3 clusters Score -3.855963e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103791 members 
Mstep: Class 2 contains 207341 members 
Entering Unmasked Estep 
Score: -38560844.000000 Penalty: 6273.394043
	Iteration 12Q: 3 clusters Score -3.856084e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101169 members 
Mstep: Class 2 contains 209963 members 
Entering Unmasked Estep 
Score: -38562152.000000 Penalty: 6273.394043
	Iteration 13Q: 3 clusters Score -3.856215e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98827 members 
Mstep: Class 2 contains 212305 members 
Entering Unmasked Estep 
Score: -38563396.000000 Penalty: 6273.394043
	Iteration 14Q: 3 clusters Score -3.85634e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96634 members 
Mstep: Class 2 contains 214498 members 
Entering Unmasked Estep 
Score: -38564328.000000 Penalty: 6273.394043
	Iteration 15Q: 3 clusters Score -3.856433e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94641 members 
Mstep: Class 2 contains 216491 members 
Entering Unmasked Estep 
Score: -38564968.000000 Penalty: 6273.394043
	Iteration 16Q: 3 clusters Score -3.856497e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92816 members 
Mstep: Class 2 contains 218316 members 
Entering Unmasked Estep 
Score: -38565424.000000 Penalty: 6273.394043
	Iteration 17Q: 3 clusters Score -3.856542e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91076 members 
Mstep: Class 2 contains 220056 members 
Entering Unmasked Estep 
Score: -38566096.000000 Penalty: 6273.394043
	Iteration 18Q: 3 clusters Score -3.85661e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89303 members 
Mstep: Class 2 contains 221829 members 
Entering Unmasked Estep 
Score: -38566556.000000 Penalty: 6273.394043
	Iteration 19Q: 3 clusters Score -3.856656e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87696 members 
Mstep: Class 2 contains 223436 members 
Entering Unmasked Estep 
Score: -38566992.000000 Penalty: 6273.394043
	Iteration 20F: 3 clusters Score -3.856699e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86126 members 
Mstep: Class 2 contains 225006 members 
Entering Unmasked Estep 
Score: -38567256.000000 Penalty: 6273.394043
	Iteration 21Q: 3 clusters Score -3.856726e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84587 members 
Mstep: Class 2 contains 226545 members 
Entering Unmasked Estep 
Score: -38567628.000000 Penalty: 6273.394043
	Iteration 22Q: 3 clusters Score -3.856763e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82930 members 
Mstep: Class 2 contains 228202 members 
Entering Unmasked Estep 
Score: -38567940.000000 Penalty: 6273.394043
	Iteration 23Q: 3 clusters Score -3.856794e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81249 members 
Mstep: Class 2 contains 229883 members 
Entering Unmasked Estep 
Score: -38568320.000000 Penalty: 6273.394043
	Iteration 24Q: 3 clusters Score -3.856832e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79570 members 
Mstep: Class 2 contains 231562 members 
Entering Unmasked Estep 
Score: -38568748.000000 Penalty: 6273.394043
	Iteration 25Q: 3 clusters Score -3.856875e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77945 members 
Mstep: Class 2 contains 233187 members 
Entering Unmasked Estep 
Score: -38568996.000000 Penalty: 6273.394043
	Iteration 26Q: 3 clusters Score -3.8569e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76302 members 
Mstep: Class 2 contains 234830 members 
Entering Unmasked Estep 
Score: -38569280.000000 Penalty: 6273.394043
	Iteration 27Q: 3 clusters Score -3.856928e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74701 members 
Mstep: Class 2 contains 236431 members 
Entering Unmasked Estep 
Score: -38569384.000000 Penalty: 6273.394043
	Iteration 28Q: 3 clusters Score -3.856938e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73135 members 
Mstep: Class 2 contains 237997 members 
Entering Unmasked Estep 
Score: -38569648.000000 Penalty: 6273.394043
	Iteration 29Q: 3 clusters Score -3.856965e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71493 members 
Mstep: Class 2 contains 239639 members 
Entering Unmasked Estep 
Score: -38570028.000000 Penalty: 6273.394043
	Iteration 30Q: 3 clusters Score -3.857003e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69812 members 
Mstep: Class 2 contains 241320 members 
Entering Unmasked Estep 
Score: -38570268.000000 Penalty: 6273.394043
	Iteration 31Q: 3 clusters Score -3.857027e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68113 members 
Mstep: Class 2 contains 243019 members 
Entering Unmasked Estep 
Score: -38570660.000000 Penalty: 6273.394043
	Iteration 32Q: 3 clusters Score -3.857066e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 244693 members 
Entering Unmasked Estep 
Score: -38571076.000000 Penalty: 6273.394043
	Iteration 33Q: 3 clusters Score -3.857108e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64690 members 
Mstep: Class 2 contains 246442 members 
Entering Unmasked Estep 
Score: -38571548.000000 Penalty: 6273.394043
	Iteration 34Q: 3 clusters Score -3.857155e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62959 members 
Mstep: Class 2 contains 248173 members 
Entering Unmasked Estep 
Score: -38571992.000000 Penalty: 6273.394043
	Iteration 35Q: 3 clusters Score -3.857199e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61234 members 
Mstep: Class 2 contains 249898 members 
Entering Unmasked Estep 
Score: -38572396.000000 Penalty: 6273.394043
	Iteration 36Q: 3 clusters Score -3.85724e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 251612 members 
Entering Unmasked Estep 
Score: -38572724.000000 Penalty: 6273.394043
	Iteration 37Q: 3 clusters Score -3.857272e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57818 members 
Mstep: Class 2 contains 253314 members 
Entering Unmasked Estep 
Score: -38572996.000000 Penalty: 6273.394043
	Iteration 38Q: 3 clusters Score -3.8573e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Mstep: Class 2 contains 255136 members 
Entering Unmasked Estep 
Score: -38573552.000000 Penalty: 6273.394043
	Iteration 39Q: 3 clusters Score -3.857355e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 257204 members 
Entering Unmasked Estep 
Score: -38574124.000000 Penalty: 6273.394043
	Iteration 40F: 3 clusters Score -3.857412e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 259439 members 
Entering Unmasked Estep 
Score: -38574736.000000 Penalty: 6273.394043
	Iteration 41Q: 3 clusters Score -3.857474e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 261811 members 
Entering Unmasked Estep 
Score: -38575172.000000 Penalty: 6273.394043
	Iteration 42Q: 3 clusters Score -3.857517e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 264377 members 
Entering Unmasked Estep 
Score: -38575444.000000 Penalty: 6273.394043
	Iteration 43Q: 3 clusters Score -3.857544e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 267035 members 
Entering Unmasked Estep 
Score: -38576116.000000 Penalty: 6273.394043
	Iteration 44Q: 3 clusters Score -3.857612e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 269722 members 
Entering Unmasked Estep 
Score: -38576436.000000 Penalty: 6273.394043
	Iteration 45Q: 3 clusters Score -3.857644e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 272435 members 
Entering Unmasked Estep 
Score: -38576932.000000 Penalty: 6273.394043
	Iteration 46Q: 3 clusters Score -3.857693e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 275155 members 
Entering Unmasked Estep 
Score: -38577448.000000 Penalty: 6273.394043
	Iteration 47Q: 3 clusters Score -3.857745e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 277858 members 
Entering Unmasked Estep 
Score: -38577836.000000 Penalty: 6273.394043
	Iteration 48Q: 3 clusters Score -3.857784e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 280502 members 
Entering Unmasked Estep 
Score: -38578156.000000 Penalty: 6273.394043
	Iteration 49Q: 3 clusters Score -3.857816e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 282991 members 
Entering Unmasked Estep 
Score: -38578392.000000 Penalty: 6273.394043
	Iteration 50Q: 3 clusters Score -3.857839e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 285404 members 
Entering Unmasked Estep 
Score: -38578808.000000 Penalty: 6273.394043
	Iteration 51Q: 3 clusters Score -3.857881e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 287731 members 
Entering Unmasked Estep 
Score: -38579036.000000 Penalty: 6273.394043
	Iteration 52Q: 3 clusters Score -3.857904e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 289890 members 
Entering Unmasked Estep 
Score: -38579204.000000 Penalty: 6273.394043
	Iteration 53Q: 3 clusters Score -3.85792e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 291905 members 
Entering Unmasked Estep 
Score: -38579440.000000 Penalty: 6273.394043
	Iteration 54Q: 3 clusters Score -3.857944e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 293699 members 
Entering Unmasked Estep 
Score: -38579360.000000 Penalty: 6273.394043
	Iteration 55Q: 3 clusters Score -3.857936e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 295386 members 
Entering Unmasked Estep 
Score: -38579256.000000 Penalty: 6273.394043
	Iteration 56Q: 3 clusters Score -3.857926e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 296909 members 
Entering Unmasked Estep 
Score: -38579056.000000 Penalty: 6273.394043
	Iteration 57Q: 3 clusters Score -3.857906e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 298276 members 
Entering Unmasked Estep 
Score: -38578808.000000 Penalty: 6273.394043
	Iteration 58Q: 3 clusters Score -3.857881e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 299485 members 
Entering Unmasked Estep 
Score: -38578536.000000 Penalty: 6273.394043
	Iteration 59Q: 3 clusters Score -3.857854e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 300560 members 
Entering Unmasked Estep 
Score: -38578440.000000 Penalty: 6273.394043
	Iteration 60F: 3 clusters Score -3.857844e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 301550 members 
Entering Unmasked Estep 
Score: -38578364.000000 Penalty: 6273.394043
	Iteration 61Q: 3 clusters Score -3.857836e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 302463 members 
Entering Unmasked Estep 
Score: -38578216.000000 Penalty: 6273.394043
	Iteration 62Q: 3 clusters Score -3.857822e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 303280 members 
Entering Unmasked Estep 
Score: -38577772.000000 Penalty: 6273.394043
	Iteration 63Q: 3 clusters Score -3.857777e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 304045 members 
Entering Unmasked Estep 
Score: -38577468.000000 Penalty: 6273.394043
	Iteration 64Q: 3 clusters Score -3.857747e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 304759 members 
Entering Unmasked Estep 
Score: -38576956.000000 Penalty: 6273.394043
	Iteration 65Q: 3 clusters Score -3.857696e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 305379 members 
Entering Unmasked Estep 
Score: -38576672.000000 Penalty: 6273.394043
	Iteration 66Q: 3 clusters Score -3.857667e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 305928 members 
Entering Unmasked Estep 
Score: -38576176.000000 Penalty: 6273.394043
	Iteration 67Q: 3 clusters Score -3.857618e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 306423 members 
Entering Unmasked Estep 
Score: -38575884.000000 Penalty: 6273.394043
	Iteration 68Q: 3 clusters Score -3.857588e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 306839 members 
Entering Unmasked Estep 
Score: -38575600.000000 Penalty: 6273.394043
	Iteration 69Q: 3 clusters Score -3.85756e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 307214 members 
Entering Unmasked Estep 
Score: -38575200.000000 Penalty: 6273.394043
	Iteration 70Q: 3 clusters Score -3.85752e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 307517 members 
Entering Unmasked Estep 
Score: -38574940.000000 Penalty: 6273.394043
	Iteration 71Q: 3 clusters Score -3.857494e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 307776 members 
Entering Unmasked Estep 
Score: -38574592.000000 Penalty: 6273.394043
	Iteration 72Q: 3 clusters Score -3.857459e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 308012 members 
Entering Unmasked Estep 
Score: -38574372.000000 Penalty: 6273.394043
	Iteration 73Q: 3 clusters Score -3.857437e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 308232 members 
Entering Unmasked Estep 
Score: -38574140.000000 Penalty: 6273.394043
	Iteration 74Q: 3 clusters Score -3.857414e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 308423 members 
Entering Unmasked Estep 
Score: -38573996.000000 Penalty: 6273.394043
	Iteration 75Q: 3 clusters Score -3.8574e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 308606 members 
Entering Unmasked Estep 
Score: -38573872.000000 Penalty: 6273.394043
	Iteration 76Q: 3 clusters Score -3.857387e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 308754 members 
Entering Unmasked Estep 
Score: -38573704.000000 Penalty: 6273.394043
	Iteration 77Q: 3 clusters Score -3.85737e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 308883 members 
Entering Unmasked Estep 
Score: -38573668.000000 Penalty: 6273.394043
	Iteration 78Q: 3 clusters Score -3.857367e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 308985 members 
Entering Unmasked Estep 
Score: -38573588.000000 Penalty: 6273.394043
	Iteration 79Q: 3 clusters Score -3.857359e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 309072 members 
Entering Unmasked Estep 
Score: -38573556.000000 Penalty: 6273.394043
	Iteration 80F: 3 clusters Score -3.857356e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 309155 members 
Entering Unmasked Estep 
Score: -38573436.000000 Penalty: 6273.394043
	Iteration 81Q: 3 clusters Score -3.857344e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 309231 members 
Entering Unmasked Estep 
Score: -38573376.000000 Penalty: 6273.394043
	Iteration 82Q: 3 clusters Score -3.857338e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 309299 members 
Entering Unmasked Estep 
Score: -38573340.000000 Penalty: 6273.394043
	Iteration 83Q: 3 clusters Score -3.857334e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 309359 members 
Entering Unmasked Estep 
Score: -38573252.000000 Penalty: 6273.394043
	Iteration 84Q: 3 clusters Score -3.857325e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 309394 members 
Entering Unmasked Estep 
Score: -38573192.000000 Penalty: 6273.394043
	Iteration 85Q: 3 clusters Score -3.857319e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 309422 members 
Entering Unmasked Estep 
Score: -38573196.000000 Penalty: 6273.394043
	Iteration 86Q: 3 clusters Score -3.85732e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 309447 members 
Entering Unmasked Estep 
Score: -38573196.000000 Penalty: 6273.394043
	Iteration 87Q: 3 clusters Score -3.85732e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 309472 members 
Entering Unmasked Estep 
Score: -38573128.000000 Penalty: 6273.394043
	Iteration 88Q: 3 clusters Score -3.857313e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 309496 members 
Entering Unmasked Estep 
Score: -38573140.000000 Penalty: 6273.394043
	Iteration 89Q: 3 clusters Score -3.857314e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 309512 members 
Entering Unmasked Estep 
Score: -38573132.000000 Penalty: 6273.394043
	Iteration 90Q: 3 clusters Score -3.857313e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 309525 members 
Entering Unmasked Estep 
Score: -38573124.000000 Penalty: 6273.394043
	Iteration 91Q: 3 clusters Score -3.857312e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 309541 members 
Entering Unmasked Estep 
Score: -38573084.000000 Penalty: 6273.394043
	Iteration 92Q: 3 clusters Score -3.857308e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 309554 members 
Entering Unmasked Estep 
Score: -38573068.000000 Penalty: 6273.394043
	Iteration 93Q: 3 clusters Score -3.857307e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 309565 members 
Entering Unmasked Estep 
Score: -38573024.000000 Penalty: 6273.394043
	Iteration 94Q: 3 clusters Score -3.857302e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 309587 members 
Entering Unmasked Estep 
Score: -38573012.000000 Penalty: 6273.394043
	Iteration 95Q: 3 clusters Score -3.857301e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 309600 members 
Entering Unmasked Estep 
Score: -38573000.000000 Penalty: 6273.394043
	Iteration 96Q: 3 clusters Score -3.8573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 309611 members 
Entering Unmasked Estep 
Score: -38572996.000000 Penalty: 6273.394043
	Iteration 97Q: 3 clusters Score -3.8573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 309619 members 
Entering Unmasked Estep 
Score: -38572976.000000 Penalty: 6273.394043
	Iteration 98Q: 3 clusters Score -3.857298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 309621 members 
Entering Unmasked Estep 
Score: -38572940.000000 Penalty: 6273.394043
	Iteration 99Q: 3 clusters Score -3.857294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 309626 members 
Entering Unmasked Estep 
Score: -38572948.000000 Penalty: 6273.394043
	Iteration 100F: 3 clusters Score -3.857295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 309629 members 
Entering Unmasked Estep 
Score: -38572964.000000 Penalty: 6273.394043
	Iteration 101Q: 3 clusters Score -3.857296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 309631 members 
Entering Unmasked Estep 
Score: -38572964.000000 Penalty: 6273.394043
	Iteration 102Q: 3 clusters Score -3.857296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 309632 members 
Entering Unmasked Estep 
Score: -38572936.000000 Penalty: 6273.394043
	Iteration 103Q: 3 clusters Score -3.857294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 309633 members 
Entering Unmasked Estep 
Score: -38572956.000000 Penalty: 6273.394043
	Iteration 104Q: 3 clusters Score -3.857296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 309634 members 
Entering Unmasked Estep 
Score: -38572960.000000 Penalty: 6273.394043
	Iteration 105Q: 3 clusters Score -3.857296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 309635 members 
Entering Unmasked Estep 
Score: -38572936.000000 Penalty: 6273.394043
	Iteration 106Q: 3 clusters Score -3.857294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 309637 members 
Entering Unmasked Estep 
Score: -38572940.000000 Penalty: 6273.394043
	Iteration 107Q: 3 clusters Score -3.857294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 309642 members 
Entering Unmasked Estep 
Score: -38572940.000000 Penalty: 6273.394043
	Iteration 108Q: 3 clusters Score -3.857294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 309646 members 
Entering Unmasked Estep 
Score: -38572916.000000 Penalty: 6273.394043
	Iteration 109Q: 3 clusters Score -3.857292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 309649 members 
Entering Unmasked Estep 
Score: -38572916.000000 Penalty: 6273.394043
	Iteration 110Q: 3 clusters Score -3.857292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 309649 members 
Entering Unmasked Estep 
Score: -38572916.000000 Penalty: 6273.394043
	Iteration 111F: 3 clusters Score -3.857292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (187714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187714 members 
Entering Unmasked Estep 
Score: -23390158.000000 Penalty: 3011.383301
	Iteration 0F: 2 clusters Score -2.339016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93844 members 
Mstep: Class 2 contains 93870 members 
Entering Unmasked Estep 
Score: -23267070.000000 Penalty: 6022.766602
	Iteration 0F: 3 clusters Score -2.326707e+07 nChanged 90358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94296 members 
Mstep: Class 2 contains 93418 members 
Entering Unmasked Estep 
Score: -23320504.000000 Penalty: 6022.766602
	Iteration 1F: 3 clusters Score -2.33205e+07 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93930 members 
Mstep: Class 2 contains 93784 members 
Entering Unmasked Estep 
Score: -23322542.000000 Penalty: 6022.766602
	Iteration 2Q: 3 clusters Score -2.332254e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93039 members 
Mstep: Class 2 contains 94675 members 
Entering Unmasked Estep 
Score: -23325436.000000 Penalty: 6022.766602
	Iteration 3Q: 3 clusters Score -2.332544e+07 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91275 members 
Mstep: Class 2 contains 96439 members 
Entering Unmasked Estep 
Score: -23330222.000000 Penalty: 6022.766602
	Iteration 4Q: 3 clusters Score -2.333022e+07 nChanged 11056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88075 members 
Mstep: Class 2 contains 99639 members 
Entering Unmasked Estep 
Score: -23337328.000000 Penalty: 6022.766602
	Iteration 5F: 3 clusters Score -2.333733e+07 nChanged 13193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83592 members 
Mstep: Class 2 contains 104122 members 
Entering Unmasked Estep 
Score: -23347384.000000 Penalty: 6022.766602
	Iteration 6F: 3 clusters Score -2.334738e+07 nChanged 14035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78715 members 
Mstep: Class 2 contains 108999 members 
Entering Unmasked Estep 
Score: -23358548.000000 Penalty: 6022.766602
	Iteration 7F: 3 clusters Score -2.335855e+07 nChanged 12191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74580 members 
Mstep: Class 2 contains 113134 members 
Entering Unmasked Estep 
Score: -23366322.000000 Penalty: 6022.766602
	Iteration 8F: 3 clusters Score -2.336632e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71451 members 
Mstep: Class 2 contains 116263 members 
Entering Unmasked Estep 
Score: -23369736.000000 Penalty: 6022.766602
	Iteration 9Q: 3 clusters Score -2.336974e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68829 members 
Mstep: Class 2 contains 118885 members 
Entering Unmasked Estep 
Score: -23371272.000000 Penalty: 6022.766602
	Iteration 10Q: 3 clusters Score -2.337127e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66232 members 
Mstep: Class 2 contains 121482 members 
Entering Unmasked Estep 
Score: -23372288.000000 Penalty: 6022.766602
	Iteration 11Q: 3 clusters Score -2.337229e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63754 members 
Mstep: Class 2 contains 123960 members 
Entering Unmasked Estep 
Score: -23373280.000000 Penalty: 6022.766602
	Iteration 12Q: 3 clusters Score -2.337328e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61336 members 
Mstep: Class 2 contains 126378 members 
Entering Unmasked Estep 
Score: -23374170.000000 Penalty: 6022.766602
	Iteration 13Q: 3 clusters Score -2.337417e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 128757 members 
Entering Unmasked Estep 
Score: -23375150.000000 Penalty: 6022.766602
	Iteration 14Q: 3 clusters Score -2.337515e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56480 members 
Mstep: Class 2 contains 131234 members 
Entering Unmasked Estep 
Score: -23375986.000000 Penalty: 6022.766602
	Iteration 15Q: 3 clusters Score -2.337599e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 133754 members 
Entering Unmasked Estep 
Score: -23376816.000000 Penalty: 6022.766602
	Iteration 16Q: 3 clusters Score -2.337682e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 136186 members 
Entering Unmasked Estep 
Score: -23377738.000000 Penalty: 6022.766602
	Iteration 17Q: 3 clusters Score -2.337774e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 138726 members 
Entering Unmasked Estep 
Score: -23378488.000000 Penalty: 6022.766602
	Iteration 18Q: 3 clusters Score -2.337849e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 141304 members 
Entering Unmasked Estep 
Score: -23379254.000000 Penalty: 6022.766602
	Iteration 19Q: 3 clusters Score -2.337925e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 143873 members 
Entering Unmasked Estep 
Score: -23379892.000000 Penalty: 6022.766602
	Iteration 20F: 3 clusters Score -2.337989e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 146371 members 
Entering Unmasked Estep 
Score: -23380620.000000 Penalty: 6022.766602
	Iteration 21Q: 3 clusters Score -2.338062e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 148858 members 
Entering Unmasked Estep 
Score: -23381292.000000 Penalty: 6022.766602
	Iteration 22Q: 3 clusters Score -2.338129e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 151278 members 
Entering Unmasked Estep 
Score: -23382038.000000 Penalty: 6022.766602
	Iteration 23Q: 3 clusters Score -2.338204e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 153716 members 
Entering Unmasked Estep 
Score: -23382792.000000 Penalty: 6022.766602
	Iteration 24Q: 3 clusters Score -2.338279e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 156215 members 
Entering Unmasked Estep 
Score: -23383390.000000 Penalty: 6022.766602
	Iteration 25Q: 3 clusters Score -2.338339e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 158722 members 
Entering Unmasked Estep 
Score: -23384086.000000 Penalty: 6022.766602
	Iteration 26Q: 3 clusters Score -2.338409e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 161165 members 
Entering Unmasked Estep 
Score: -23384990.000000 Penalty: 6022.766602
	Iteration 27Q: 3 clusters Score -2.338499e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 163599 members 
Entering Unmasked Estep 
Score: -23385446.000000 Penalty: 6022.766602
	Iteration 28Q: 3 clusters Score -2.338545e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 165982 members 
Entering Unmasked Estep 
Score: -23386040.000000 Penalty: 6022.766602
	Iteration 29Q: 3 clusters Score -2.338604e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 168303 members 
Entering Unmasked Estep 
Score: -23386466.000000 Penalty: 6022.766602
	Iteration 30Q: 3 clusters Score -2.338647e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 170534 members 
Entering Unmasked Estep 
Score: -23387034.000000 Penalty: 6022.766602
	Iteration 31Q: 3 clusters Score -2.338703e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 172594 members 
Entering Unmasked Estep 
Score: -23387650.000000 Penalty: 6022.766602
	Iteration 32Q: 3 clusters Score -2.338765e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 174468 members 
Entering Unmasked Estep 
Score: -23388102.000000 Penalty: 6022.766602
	Iteration 33Q: 3 clusters Score -2.33881e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 176117 members 
Entering Unmasked Estep 
Score: -23388480.000000 Penalty: 6022.766602
	Iteration 34Q: 3 clusters Score -2.338848e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 177556 members 
Entering Unmasked Estep 
Score: -23388740.000000 Penalty: 6022.766602
	Iteration 35Q: 3 clusters Score -2.338874e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 178774 members 
Entering Unmasked Estep 
Score: -23388922.000000 Penalty: 6022.766602
	Iteration 36Q: 3 clusters Score -2.338892e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 179784 members 
Entering Unmasked Estep 
Score: -23388996.000000 Penalty: 6022.766602
	Iteration 37Q: 3 clusters Score -2.3389e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 180605 members 
Entering Unmasked Estep 
Score: -23389070.000000 Penalty: 6022.766602
	Iteration 38Q: 3 clusters Score -2.338907e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 181278 members 
Entering Unmasked Estep 
Score: -23389036.000000 Penalty: 6022.766602
	Iteration 39Q: 3 clusters Score -2.338904e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 181845 members 
Entering Unmasked Estep 
Score: -23389186.000000 Penalty: 6022.766602
	Iteration 40F: 3 clusters Score -2.338919e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 182397 members 
Entering Unmasked Estep 
Score: -23389180.000000 Penalty: 6022.766602
	Iteration 41Q: 3 clusters Score -2.338918e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 182850 members 
Entering Unmasked Estep 
Score: -23389212.000000 Penalty: 6022.766602
	Iteration 42Q: 3 clusters Score -2.338921e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 183238 members 
Entering Unmasked Estep 
Score: -23389252.000000 Penalty: 6022.766602
	Iteration 43Q: 3 clusters Score -2.338925e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 183580 members 
Entering Unmasked Estep 
Score: -23389314.000000 Penalty: 6022.766602
	Iteration 44Q: 3 clusters Score -2.338931e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 183859 members 
Entering Unmasked Estep 
Score: -23389324.000000 Penalty: 6022.766602
	Iteration 45Q: 3 clusters Score -2.338932e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 184081 members 
Entering Unmasked Estep 
Score: -23389292.000000 Penalty: 6022.766602
	Iteration 46Q: 3 clusters Score -2.338929e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 184262 members 
Entering Unmasked Estep 
Score: -23389270.000000 Penalty: 6022.766602
	Iteration 47Q: 3 clusters Score -2.338927e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 184424 members 
Entering Unmasked Estep 
Score: -23389274.000000 Penalty: 6022.766602
	Iteration 48Q: 3 clusters Score -2.338927e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 184558 members 
Entering Unmasked Estep 
Score: -23389368.000000 Penalty: 6022.766602
	Iteration 49Q: 3 clusters Score -2.338937e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 184654 members 
Entering Unmasked Estep 
Score: -23389314.000000 Penalty: 6022.766602
	Iteration 50Q: 3 clusters Score -2.338931e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 184737 members 
Entering Unmasked Estep 
Score: -23389324.000000 Penalty: 6022.766602
	Iteration 51Q: 3 clusters Score -2.338932e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 184810 members 
Entering Unmasked Estep 
Score: -23389374.000000 Penalty: 6022.766602
	Iteration 52Q: 3 clusters Score -2.338937e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 184886 members 
Entering Unmasked Estep 
Score: -23389366.000000 Penalty: 6022.766602
	Iteration 53Q: 3 clusters Score -2.338937e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 184948 members 
Entering Unmasked Estep 
Score: -23389328.000000 Penalty: 6022.766602
	Iteration 54Q: 3 clusters Score -2.338933e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 185002 members 
Entering Unmasked Estep 
Score: -23389334.000000 Penalty: 6022.766602
	Iteration 55Q: 3 clusters Score -2.338933e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 185052 members 
Entering Unmasked Estep 
Score: -23389356.000000 Penalty: 6022.766602
	Iteration 56Q: 3 clusters Score -2.338936e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 185102 members 
Entering Unmasked Estep 
Score: -23389382.000000 Penalty: 6022.766602
	Iteration 57Q: 3 clusters Score -2.338938e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 185132 members 
Entering Unmasked Estep 
Score: -23389392.000000 Penalty: 6022.766602
	Iteration 58Q: 3 clusters Score -2.338939e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 185160 members 
Entering Unmasked Estep 
Score: -23389404.000000 Penalty: 6022.766602
	Iteration 59Q: 3 clusters Score -2.33894e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 185179 members 
Entering Unmasked Estep 
Score: -23389374.000000 Penalty: 6022.766602
	Iteration 60F: 3 clusters Score -2.338937e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 185200 members 
Entering Unmasked Estep 
Score: -23389400.000000 Penalty: 6022.766602
	Iteration 61Q: 3 clusters Score -2.33894e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 185210 members 
Entering Unmasked Estep 
Score: -23389398.000000 Penalty: 6022.766602
	Iteration 62Q: 3 clusters Score -2.33894e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 185218 members 
Entering Unmasked Estep 
Score: -23389392.000000 Penalty: 6022.766602
	Iteration 63Q: 3 clusters Score -2.338939e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 185233 members 
Entering Unmasked Estep 
Score: -23389370.000000 Penalty: 6022.766602
	Iteration 64Q: 3 clusters Score -2.338937e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 185248 members 
Entering Unmasked Estep 
Score: -23389408.000000 Penalty: 6022.766602
	Iteration 65Q: 3 clusters Score -2.338941e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 185258 members 
Entering Unmasked Estep 
Score: -23389402.000000 Penalty: 6022.766602
	Iteration 66Q: 3 clusters Score -2.33894e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 185265 members 
Entering Unmasked Estep 
Score: -23389390.000000 Penalty: 6022.766602
	Iteration 67Q: 3 clusters Score -2.338939e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 185274 members 
Entering Unmasked Estep 
Score: -23389408.000000 Penalty: 6022.766602
	Iteration 68Q: 3 clusters Score -2.338941e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 185277 members 
Entering Unmasked Estep 
Score: -23389410.000000 Penalty: 6022.766602
	Iteration 69Q: 3 clusters Score -2.338941e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 185285 members 
Entering Unmasked Estep 
Score: -23389388.000000 Penalty: 6022.766602
	Iteration 70Q: 3 clusters Score -2.338939e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 185291 members 
Entering Unmasked Estep 
Score: -23389398.000000 Penalty: 6022.766602
	Iteration 71Q: 3 clusters Score -2.33894e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 185300 members 
Entering Unmasked Estep 
Score: -23389416.000000 Penalty: 6022.766602
	Iteration 72Q: 3 clusters Score -2.338942e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 185303 members 
Entering Unmasked Estep 
Score: -23389424.000000 Penalty: 6022.766602
	Iteration 73Q: 3 clusters Score -2.338942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 185306 members 
Entering Unmasked Estep 
Score: -23389420.000000 Penalty: 6022.766602
	Iteration 74Q: 3 clusters Score -2.338942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 185316 members 
Entering Unmasked Estep 
Score: -23389428.000000 Penalty: 6022.766602
	Iteration 75Q: 3 clusters Score -2.338943e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 185323 members 
Entering Unmasked Estep 
Score: -23389432.000000 Penalty: 6022.766602
	Iteration 76Q: 3 clusters Score -2.338943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 185323 members 
Entering Unmasked Estep 
Score: -23389432.000000 Penalty: 6022.766602
	Iteration 77Q: 3 clusters Score -2.338943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 185324 members 
Entering Unmasked Estep 
Score: -23389448.000000 Penalty: 6022.766602
	Iteration 78Q: 3 clusters Score -2.338945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 185326 members 
Entering Unmasked Estep 
Score: -23389434.000000 Penalty: 6022.766602
	Iteration 79Q: 3 clusters Score -2.338943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 185327 members 
Entering Unmasked Estep 
Score: -23389450.000000 Penalty: 6022.766602
	Iteration 80F: 3 clusters Score -2.338945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 185329 members 
Entering Unmasked Estep 
Score: -23389464.000000 Penalty: 6022.766602
	Iteration 81Q: 3 clusters Score -2.338946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 185330 members 
Entering Unmasked Estep 
Score: -23389448.000000 Penalty: 6022.766602
	Iteration 82Q: 3 clusters Score -2.338945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 185331 members 
Entering Unmasked Estep 
Score: -23389464.000000 Penalty: 6022.766602
	Iteration 83Q: 3 clusters Score -2.338946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 185330 members 
Entering Unmasked Estep 
Score: -23389454.000000 Penalty: 6022.766602
	Iteration 84Q: 3 clusters Score -2.338945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 185331 members 
Entering Unmasked Estep 
Score: -23389434.000000 Penalty: 6022.766602
	Iteration 85Q: 3 clusters Score -2.338943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 185331 members 
Entering Unmasked Estep 
Score: -23389434.000000 Penalty: 6022.766602
	Iteration 86F: 3 clusters Score -2.338943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 167699 members 
Mstep: Class 6 contains 49372 members 
Mstep: Class 7 contains 11530 members 
Mstep: Class 8 contains 5813 members 
Mstep: Class 9 contains 78173 members 
Mstep: Class 10 contains 12865 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 36081 members 
Mstep: Class 13 contains 16254 members 
Mstep: Class 14 contains 195328 members 
Mstep: Class 15 contains 2935 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 19 contains 311132 members 
Mstep: Class 20 contains 187714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154550608.000000 Penalty: 87158.210938
Iteration 39Q: 26 clusters Score -1.545506e+08 nChanged 26771
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 2106 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 165392 members 
Mstep: Class 5 contains 399 members 
Mstep: Class 6 contains 50449 members 
Mstep: Class 7 contains 12024 members 
Mstep: Class 8 contains 5623 members 
Mstep: Class 9 contains 79218 members 
Mstep: Class 10 contains 13191 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 36259 members 
Mstep: Class 13 contains 16235 members 
Mstep: Class 14 contains 197763 members 
Mstep: Class 15 contains 3106 members 
Mstep: Class 16 contains 5509 members 
Mstep: Class 17 contains 6214 members 
Mstep: Class 18 contains 6052 members 
Mstep: Class 19 contains 311251 members 
Mstep: Class 20 contains 187958 members 
Mstep: Class 21 contains 24438 members 
Mstep: Class 22 contains 35419 members 
Mstep: Class 23 contains 5684 members 
Mstep: Class 24 contains 5146 members 
Mstep: Class 25 contains 75873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154563456.000000 Penalty: 87158.210938
Iteration 40F: 26 clusters Score -1.545635e+08 nChanged 27314
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 2106 members 
Mstep: Class 3 contains 2232 members 
Mstep: Class 4 contains 162375 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 51023 members 
Mstep: Class 7 contains 12449 members 
Mstep: Class 8 contains 5368 members 
Mstep: Class 9 contains 79994 members 
Mstep: Class 10 contains 13370 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 35266 members 
Mstep: Class 13 contains 16197 members 
Mstep: Class 14 contains 200546 members 
Mstep: Class 15 contains 3130 members 
Mstep: Class 16 contains 5573 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 7157 members 
Mstep: Class 19 contains 307101 members 
Mstep: Class 20 contains 186898 members 
Mstep: Class 21 contains 24394 members 
Mstep: Class 22 contains 36149 members 
Mstep: Class 23 contains 6655 members 
Mstep: Class 24 contains 5120 members 
Mstep: Class 25 contains 77781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573360.000000 Penalty: 87158.210938
Iteration 41Q: 26 clusters Score -1.545734e+08 nChanged 22558
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 2249 members 
Mstep: Class 4 contains 159031 members 
Mstep: Class 5 contains 388 members 
Mstep: Class 6 contains 51561 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 5170 members 
Mstep: Class 9 contains 80752 members 
Mstep: Class 10 contains 13570 members 
Mstep: Class 11 contains 496 members 
Mstep: Class 12 contains 34629 members 
Mstep: Class 13 contains 16184 members 
Mstep: Class 14 contains 202932 members 
Mstep: Class 15 contains 3148 members 
Mstep: Class 16 contains 5738 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 8062 members 
Mstep: Class 19 contains 305452 members 
Mstep: Class 20 contains 185535 members 
Mstep: Class 21 contains 24218 members 
Mstep: Class 22 contains 36572 members 
Mstep: Class 23 contains 7182 members 
Mstep: Class 24 contains 5072 members 
Mstep: Class 25 contains 78973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578192.000000 Penalty: 87158.210938
Iteration 42Q: 26 clusters Score -1.545782e+08 nChanged 20859
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 155575 members 
Mstep: Class 5 contains 386 members 
Mstep: Class 6 contains 52040 members 
Mstep: Class 7 contains 13232 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 81427 members 
Mstep: Class 10 contains 13772 members 
Mstep: Class 11 contains 495 members 
Mstep: Class 12 contains 34128 members 
Mstep: Class 13 contains 16212 members 
Mstep: Class 14 contains 205272 members 
Mstep: Class 15 contains 3150 members 
Mstep: Class 16 contains 5946 members 
Mstep: Class 17 contains 6342 members 
Mstep: Class 18 contains 8885 members 
Mstep: Class 19 contains 304483 members 
Mstep: Class 20 contains 184266 members 
Mstep: Class 21 contains 24034 members 
Mstep: Class 22 contains 36834 members 
Mstep: Class 23 contains 7548 members 
Mstep: Class 24 contains 5010 members 
Mstep: Class 25 contains 79914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154582720.000000 Penalty: 87158.210938
Iteration 43Q: 26 clusters Score -1.545827e+08 nChanged 19699
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 152202 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 52464 members 
Mstep: Class 7 contains 13572 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 82002 members 
Mstep: Class 10 contains 13950 members 
Mstep: Class 11 contains 495 members 
Mstep: Class 12 contains 33698 members 
Mstep: Class 13 contains 16270 members 
Mstep: Class 14 contains 207672 members 
Mstep: Class 15 contains 3135 members 
Mstep: Class 16 contains 6157 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 9583 members 
Mstep: Class 19 contains 304021 members 
Mstep: Class 20 contains 183025 members 
Mstep: Class 21 contains 23838 members 
Mstep: Class 22 contains 37026 members 
Mstep: Class 23 contains 7864 members 
Mstep: Class 24 contains 4951 members 
Mstep: Class 25 contains 80546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154584672.000000 Penalty: 87158.210938
Iteration 44Q: 26 clusters Score -1.545847e+08 nChanged 18507
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 148970 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 52846 members 
Mstep: Class 7 contains 13885 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 82451 members 
Mstep: Class 10 contains 14100 members 
Mstep: Class 11 contains 495 members 
Mstep: Class 12 contains 33376 members 
Mstep: Class 13 contains 16359 members 
Mstep: Class 14 contains 210340 members 
Mstep: Class 15 contains 3115 members 
Mstep: Class 16 contains 6381 members 
Mstep: Class 17 contains 6342 members 
Mstep: Class 18 contains 10185 members 
Mstep: Class 19 contains 303371 members 
Mstep: Class 20 contains 181998 members 
Mstep: Class 21 contains 23656 members 
Mstep: Class 22 contains 37181 members 
Mstep: Class 23 contains 8083 members 
Mstep: Class 24 contains 4895 members 
Mstep: Class 25 contains 80986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588336.000000 Penalty: 87158.210938
Iteration 45Q: 26 clusters Score -1.545883e+08 nChanged 17236
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 2278 members 
Mstep: Class 4 contains 145941 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 53185 members 
Mstep: Class 7 contains 14160 members 
Mstep: Class 8 contains 4713 members 
Mstep: Class 9 contains 82828 members 
Mstep: Class 10 contains 14245 members 
Mstep: Class 11 contains 495 members 
Mstep: Class 12 contains 33013 members 
Mstep: Class 13 contains 16437 members 
Mstep: Class 14 contains 212913 members 
Mstep: Class 15 contains 3099 members 
Mstep: Class 16 contains 6587 members 
Mstep: Class 17 contains 6348 members 
Mstep: Class 18 contains 10739 members 
Mstep: Class 19 contains 302806 members 
Mstep: Class 20 contains 181077 members 
Mstep: Class 21 contains 23491 members 
Mstep: Class 22 contains 37318 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 4862 members 
Mstep: Class 25 contains 81314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591344.000000 Penalty: 87158.210938
Iteration 46Q: 26 clusters Score -1.545913e+08 nChanged 16332
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 142946 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 53455 members 
Mstep: Class 7 contains 14420 members 
Mstep: Class 8 contains 4647 members 
Mstep: Class 9 contains 83094 members 
Mstep: Class 10 contains 14377 members 
Mstep: Class 11 contains 495 members 
Mstep: Class 12 contains 32676 members 
Mstep: Class 13 contains 16551 members 
Mstep: Class 14 contains 215601 members 
Mstep: Class 15 contains 3093 members 
Mstep: Class 16 contains 6784 members 
Mstep: Class 17 contains 6355 members 
Mstep: Class 18 contains 11210 members 
Mstep: Class 19 contains 302197 members 
Mstep: Class 20 contains 180299 members 
Mstep: Class 21 contains 23365 members 
Mstep: Class 22 contains 37416 members 
Mstep: Class 23 contains 8530 members 
Mstep: Class 24 contains 4808 members 
Mstep: Class 25 contains 81612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593136.000000 Penalty: 87158.210938
Iteration 47Q: 26 clusters Score -1.545931e+08 nChanged 15480
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 140081 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 53684 members 
Mstep: Class 7 contains 14636 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 83341 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 495 members 
Mstep: Class 12 contains 32344 members 
Mstep: Class 13 contains 16659 members 
Mstep: Class 14 contains 218288 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 6943 members 
Mstep: Class 17 contains 6359 members 
Mstep: Class 18 contains 11606 members 
Mstep: Class 19 contains 301571 members 
Mstep: Class 20 contains 179572 members 
Mstep: Class 21 contains 23277 members 
Mstep: Class 22 contains 37511 members 
Mstep: Class 23 contains 8770 members 
Mstep: Class 24 contains 4758 members 
Mstep: Class 25 contains 81907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595552.000000 Penalty: 87158.210938
Iteration 48Q: 26 clusters Score -1.545956e+08 nChanged 14617
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 137295 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 53844 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 4550 members 
Mstep: Class 9 contains 83525 members 
Mstep: Class 10 contains 14628 members 
Mstep: Class 11 contains 494 members 
Mstep: Class 12 contains 32008 members 
Mstep: Class 13 contains 16764 members 
Mstep: Class 14 contains 220989 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 7071 members 
Mstep: Class 17 contains 6363 members 
Mstep: Class 18 contains 11952 members 
Mstep: Class 19 contains 301012 members 
Mstep: Class 20 contains 178932 members 
Mstep: Class 21 contains 23196 members 
Mstep: Class 22 contains 37601 members 
Mstep: Class 23 contains 9019 members 
Mstep: Class 24 contains 4728 members 
Mstep: Class 25 contains 82162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597648.000000 Penalty: 87158.210938
Iteration 49Q: 26 clusters Score -1.545976e+08 nChanged 13818
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 2277 members 
Mstep: Class 4 contains 134620 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 53976 members 
Mstep: Class 7 contains 14969 members 
Mstep: Class 8 contains 4492 members 
Mstep: Class 9 contains 83650 members 
Mstep: Class 10 contains 14726 members 
Mstep: Class 11 contains 494 members 
Mstep: Class 12 contains 31712 members 
Mstep: Class 13 contains 16895 members 
Mstep: Class 14 contains 223736 members 
Mstep: Class 15 contains 3056 members 
Mstep: Class 16 contains 7184 members 
Mstep: Class 17 contains 6369 members 
Mstep: Class 18 contains 12269 members 
Mstep: Class 19 contains 300293 members 
Mstep: Class 20 contains 178485 members 
Mstep: Class 21 contains 23143 members 
Mstep: Class 22 contains 37639 members 
Mstep: Class 23 contains 9272 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 82385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599216.000000 Penalty: 87158.210938
Iteration 50Q: 26 clusters Score -1.545992e+08 nChanged 13090
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 2276 members 
Mstep: Class 4 contains 132042 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 54133 members 
Mstep: Class 7 contains 15115 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 83756 members 
Mstep: Class 10 contains 14820 members 
Mstep: Class 11 contains 494 members 
Mstep: Class 12 contains 31431 members 
Mstep: Class 13 contains 17020 members 
Mstep: Class 14 contains 226468 members 
Mstep: Class 15 contains 3051 members 
Mstep: Class 16 contains 7273 members 
Mstep: Class 17 contains 6379 members 
Mstep: Class 18 contains 12564 members 
Mstep: Class 19 contains 299444 members 
Mstep: Class 20 contains 178186 members 
Mstep: Class 21 contains 23114 members 
Mstep: Class 22 contains 37661 members 
Mstep: Class 23 contains 9515 members 
Mstep: Class 24 contains 4617 members 
Mstep: Class 25 contains 82566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601344.000000 Penalty: 87158.210938
Iteration 51Q: 26 clusters Score -1.546013e+08 nChanged 12300
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 129681 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 54238 members 
Mstep: Class 7 contains 15249 members 
Mstep: Class 8 contains 4355 members 
Mstep: Class 9 contains 83862 members 
Mstep: Class 10 contains 14899 members 
Mstep: Class 11 contains 494 members 
Mstep: Class 12 contains 31097 members 
Mstep: Class 13 contains 17149 members 
Mstep: Class 14 contains 229070 members 
Mstep: Class 15 contains 3051 members 
Mstep: Class 16 contains 7367 members 
Mstep: Class 17 contains 6389 members 
Mstep: Class 18 contains 12820 members 
Mstep: Class 19 contains 298565 members 
Mstep: Class 20 contains 177929 members 
Mstep: Class 21 contains 23107 members 
Mstep: Class 22 contains 37713 members 
Mstep: Class 23 contains 9766 members 
Mstep: Class 24 contains 4574 members 
Mstep: Class 25 contains 82694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154602784.000000 Penalty: 87158.210938
Iteration 52Q: 26 clusters Score -1.546028e+08 nChanged 11987
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 127439 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 54345 members 
Mstep: Class 7 contains 15375 members 
Mstep: Class 8 contains 4280 members 
Mstep: Class 9 contains 83907 members 
Mstep: Class 10 contains 14987 members 
Mstep: Class 11 contains 494 members 
Mstep: Class 12 contains 30755 members 
Mstep: Class 13 contains 17248 members 
Mstep: Class 14 contains 231660 members 
Mstep: Class 15 contains 3058 members 
Mstep: Class 16 contains 7445 members 
Mstep: Class 17 contains 6394 members 
Mstep: Class 18 contains 13060 members 
Mstep: Class 19 contains 297778 members 
Mstep: Class 20 contains 177643 members 
Mstep: Class 21 contains 23097 members 
Mstep: Class 22 contains 37765 members 
Mstep: Class 23 contains 10030 members 
Mstep: Class 24 contains 4520 members 
Mstep: Class 25 contains 82805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154604032.000000 Penalty: 87158.210938
Iteration 53Q: 26 clusters Score -1.54604e+08 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 125353 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 54421 members 
Mstep: Class 7 contains 15479 members 
Mstep: Class 8 contains 4213 members 
Mstep: Class 9 contains 83957 members 
Mstep: Class 10 contains 15071 members 
Mstep: Class 11 contains 494 members 
Mstep: Class 12 contains 30432 members 
Mstep: Class 13 contains 17344 members 
Mstep: Class 14 contains 234208 members 
Mstep: Class 15 contains 3051 members 
Mstep: Class 16 contains 7517 members 
Mstep: Class 17 contains 6396 members 
Mstep: Class 18 contains 13270 members 
Mstep: Class 19 contains 296979 members 
Mstep: Class 20 contains 177420 members 
Mstep: Class 21 contains 23096 members 
Mstep: Class 22 contains 37776 members 
Mstep: Class 23 contains 10333 members 
Mstep: Class 24 contains 4469 members 
Mstep: Class 25 contains 82867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154605616.000000 Penalty: 87158.210938
Iteration 54Q: 26 clusters Score -1.546056e+08 nChanged 10773
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 123363 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 54481 members 
Mstep: Class 7 contains 15573 members 
Mstep: Class 8 contains 4167 members 
Mstep: Class 9 contains 83942 members 
Mstep: Class 10 contains 15147 members 
Mstep: Class 11 contains 494 members 
Mstep: Class 12 contains 30113 members 
Mstep: Class 13 contains 17421 members 
Mstep: Class 14 contains 236709 members 
Mstep: Class 15 contains 3047 members 
Mstep: Class 16 contains 7583 members 
Mstep: Class 17 contains 6399 members 
Mstep: Class 18 contains 13449 members 
Mstep: Class 19 contains 296108 members 
Mstep: Class 20 contains 177312 members 
Mstep: Class 21 contains 23114 members 
Mstep: Class 22 contains 37783 members 
Mstep: Class 23 contains 10634 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 82904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154606128.000000 Penalty: 87158.210938
Iteration 55Q: 26 clusters Score -1.546061e+08 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 121694 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 54513 members 
Mstep: Class 7 contains 15659 members 
Mstep: Class 8 contains 4140 members 
Mstep: Class 9 contains 83906 members 
Mstep: Class 10 contains 15220 members 
Mstep: Class 11 contains 494 members 
Mstep: Class 12 contains 29824 members 
Mstep: Class 13 contains 17504 members 
Mstep: Class 14 contains 239131 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 7653 members 
Mstep: Class 17 contains 6391 members 
Mstep: Class 18 contains 13611 members 
Mstep: Class 19 contains 295280 members 
Mstep: Class 20 contains 177033 members 
Mstep: Class 21 contains 23127 members 
Mstep: Class 22 contains 37790 members 
Mstep: Class 23 contains 10868 members 
Mstep: Class 24 contains 4378 members 
Mstep: Class 25 contains 82924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154606672.000000 Penalty: 87158.210938
Iteration 56Q: 26 clusters Score -1.546067e+08 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 120094 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 54560 members 
Mstep: Class 7 contains 15731 members 
Mstep: Class 8 contains 4119 members 
Mstep: Class 9 contains 83914 members 
Mstep: Class 10 contains 15305 members 
Mstep: Class 11 contains 494 members 
Mstep: Class 12 contains 29539 members 
Mstep: Class 13 contains 17597 members 
Mstep: Class 14 contains 241466 members 
Mstep: Class 15 contains 3040 members 
Mstep: Class 16 contains 7717 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 13751 members 
Mstep: Class 19 contains 294482 members 
Mstep: Class 20 contains 176683 members 
Mstep: Class 21 contains 23128 members 
Mstep: Class 22 contains 37813 members 
Mstep: Class 23 contains 11101 members 
Mstep: Class 24 contains 4341 members 
Mstep: Class 25 contains 82954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154607168.000000 Penalty: 87158.210938
Iteration 57Q: 26 clusters Score -1.546072e+08 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 118605 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 54601 members 
Mstep: Class 7 contains 15826 members 
Mstep: Class 8 contains 4102 members 
Mstep: Class 9 contains 83883 members 
Mstep: Class 10 contains 15390 members 
Mstep: Class 11 contains 494 members 
Mstep: Class 12 contains 29252 members 
Mstep: Class 13 contains 17675 members 
Mstep: Class 14 contains 243571 members 
Mstep: Class 15 contains 3039 members 
Mstep: Class 16 contains 7780 members 
Mstep: Class 17 contains 6373 members 
Mstep: Class 18 contains 13869 members 
Mstep: Class 19 contains 293845 members 
Mstep: Class 20 contains 176353 members 
Mstep: Class 21 contains 23140 members 
Mstep: Class 22 contains 37865 members 
Mstep: Class 23 contains 11300 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 82964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154607216.000000 Penalty: 87158.210938
Iteration 58Q: 26 clusters Score -1.546072e+08 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 117220 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 54625 members 
Mstep: Class 7 contains 15891 members 
Mstep: Class 8 contains 4090 members 
Mstep: Class 9 contains 83841 members 
Mstep: Class 10 contains 15455 members 
Mstep: Class 11 contains 494 members 
Mstep: Class 12 contains 29024 members 
Mstep: Class 13 contains 17753 members 
Mstep: Class 14 contains 245547 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 7846 members 
Mstep: Class 17 contains 6371 members 
Mstep: Class 18 contains 13960 members 
Mstep: Class 19 contains 293201 members 
Mstep: Class 20 contains 176084 members 
Mstep: Class 21 contains 23152 members 
Mstep: Class 22 contains 37918 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4282 members 
Mstep: Class 25 contains 82971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154607136.000000 Penalty: 87158.210938
Iteration 59Q: 26 clusters Score -1.546071e+08 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 115950 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 54637 members 
Mstep: Class 7 contains 15937 members 
Mstep: Class 8 contains 4067 members 
Mstep: Class 9 contains 83778 members 
Mstep: Class 10 contains 15515 members 
Mstep: Class 11 contains 494 members 
Mstep: Class 12 contains 28857 members 
Mstep: Class 13 contains 17825 members 
Mstep: Class 14 contains 247376 members 
Mstep: Class 15 contains 3021 members 
Mstep: Class 16 contains 7888 members 
Mstep: Class 17 contains 6367 members 
Mstep: Class 18 contains 14035 members 
Mstep: Class 19 contains 292634 members 
Mstep: Class 20 contains 175864 members 
Mstep: Class 21 contains 23174 members 
Mstep: Class 22 contains 37950 members 
Mstep: Class 23 contains 11635 members 
Mstep: Class 24 contains 4250 members 
Mstep: Class 25 contains 83012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154607248.000000 Penalty: 87158.210938
Iteration 60F: 26 clusters Score -1.546072e+08 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 114804 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 54646 members 
Mstep: Class 7 contains 15980 members 
Mstep: Class 8 contains 4055 members 
Mstep: Class 9 contains 83702 members 
Mstep: Class 10 contains 15586 members 
Mstep: Class 11 contains 494 members 
Mstep: Class 12 contains 28689 members 
Mstep: Class 13 contains 17892 members 
Mstep: Class 14 contains 249136 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 7919 members 
Mstep: Class 17 contains 6368 members 
Mstep: Class 18 contains 14102 members 
Mstep: Class 19 contains 291972 members 
Mstep: Class 20 contains 175706 members 
Mstep: Class 21 contains 23203 members 
Mstep: Class 22 contains 37961 members 
Mstep: Class 23 contains 11789 members 
Mstep: Class 24 contains 4219 members 
Mstep: Class 25 contains 83054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154607120.000000 Penalty: 87158.210938
Iteration 61Q: 26 clusters Score -1.546071e+08 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 113804 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 54643 members 
Mstep: Class 7 contains 16026 members 
Mstep: Class 8 contains 4038 members 
Mstep: Class 9 contains 83630 members 
Mstep: Class 10 contains 15653 members 
Mstep: Class 11 contains 495 members 
Mstep: Class 12 contains 28503 members 
Mstep: Class 13 contains 17934 members 
Mstep: Class 14 contains 250784 members 
Mstep: Class 15 contains 3016 members 
Mstep: Class 16 contains 7938 members 
Mstep: Class 17 contains 6369 members 
Mstep: Class 18 contains 14160 members 
Mstep: Class 19 contains 291372 members 
Mstep: Class 20 contains 175536 members 
Mstep: Class 21 contains 23237 members 
Mstep: Class 22 contains 37962 members 
Mstep: Class 23 contains 11934 members 
Mstep: Class 24 contains 4190 members 
Mstep: Class 25 contains 83077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154607360.000000 Penalty: 87158.210938
Iteration 62Q: 26 clusters Score -1.546074e+08 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 112849 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 54643 members 
Mstep: Class 7 contains 16074 members 
Mstep: Class 8 contains 4020 members 
Mstep: Class 9 contains 83535 members 
Mstep: Class 10 contains 15704 members 
Mstep: Class 11 contains 495 members 
Mstep: Class 12 contains 28277 members 
Mstep: Class 13 contains 17936 members 
Mstep: Class 14 contains 252319 members 
Mstep: Class 15 contains 3016 members 
Mstep: Class 16 contains 7984 members 
Mstep: Class 17 contains 6369 members 
Mstep: Class 18 contains 14211 members 
Mstep: Class 19 contains 290773 members 
Mstep: Class 20 contains 175463 members 
Mstep: Class 21 contains 23281 members 
Mstep: Class 22 contains 37983 members 
Mstep: Class 23 contains 12114 members 
Mstep: Class 24 contains 4172 members 
Mstep: Class 25 contains 83091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154607552.000000 Penalty: 87158.210938
Iteration 63Q: 26 clusters Score -1.546076e+08 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 111929 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 54618 members 
Mstep: Class 7 contains 16108 members 
Mstep: Class 8 contains 4004 members 
Mstep: Class 9 contains 83463 members 
Mstep: Class 10 contains 15750 members 
Mstep: Class 11 contains 495 members 
Mstep: Class 12 contains 28085 members 
Mstep: Class 13 contains 17934 members 
Mstep: Class 14 contains 253887 members 
Mstep: Class 15 contains 3018 members 
Mstep: Class 16 contains 8032 members 
Mstep: Class 17 contains 6365 members 
Mstep: Class 18 contains 14240 members 
Mstep: Class 19 contains 290023 members 
Mstep: Class 20 contains 175541 members 
Mstep: Class 21 contains 23322 members 
Mstep: Class 22 contains 38002 members 
Mstep: Class 23 contains 12258 members 
Mstep: Class 24 contains 4157 members 
Mstep: Class 25 contains 83106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154608560.000000 Penalty: 87158.210938
Iteration 64Q: 26 clusters Score -1.546086e+08 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 111040 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 54615 members 
Mstep: Class 7 contains 16144 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 83404 members 
Mstep: Class 10 contains 15789 members 
Mstep: Class 11 contains 495 members 
Mstep: Class 12 contains 27936 members 
Mstep: Class 13 contains 17930 members 
Mstep: Class 14 contains 255624 members 
Mstep: Class 15 contains 3015 members 
Mstep: Class 16 contains 8086 members 
Mstep: Class 17 contains 6357 members 
Mstep: Class 18 contains 14284 members 
Mstep: Class 19 contains 289058 members 
Mstep: Class 20 contains 175572 members 
Mstep: Class 21 contains 23358 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 12368 members 
Mstep: Class 24 contains 4138 members 
Mstep: Class 25 contains 83126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154609440.000000 Penalty: 87158.210938
Iteration 65Q: 26 clusters Score -1.546094e+08 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 110238 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 54581 members 
Mstep: Class 7 contains 16157 members 
Mstep: Class 8 contains 3982 members 
Mstep: Class 9 contains 83336 members 
Mstep: Class 10 contains 15816 members 
Mstep: Class 11 contains 495 members 
Mstep: Class 12 contains 27822 members 
Mstep: Class 13 contains 17914 members 
Mstep: Class 14 contains 257546 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 8137 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 14307 members 
Mstep: Class 19 contains 287937 members 
Mstep: Class 20 contains 175568 members 
Mstep: Class 21 contains 23391 members 
Mstep: Class 22 contains 38003 members 
Mstep: Class 23 contains 12500 members 
Mstep: Class 24 contains 4127 members 
Mstep: Class 25 contains 83154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154610208.000000 Penalty: 87158.210938
Iteration 66Q: 26 clusters Score -1.546102e+08 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 109530 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 54527 members 
Mstep: Class 7 contains 16176 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 83261 members 
Mstep: Class 10 contains 15837 members 
Mstep: Class 11 contains 495 members 
Mstep: Class 12 contains 27727 members 
Mstep: Class 13 contains 17911 members 
Mstep: Class 14 contains 259474 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 8194 members 
Mstep: Class 17 contains 6349 members 
Mstep: Class 18 contains 14329 members 
Mstep: Class 19 contains 286765 members 
Mstep: Class 20 contains 175520 members 
Mstep: Class 21 contains 23440 members 
Mstep: Class 22 contains 37981 members 
Mstep: Class 23 contains 12622 members 
Mstep: Class 24 contains 4116 members 
Mstep: Class 25 contains 83160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154610320.000000 Penalty: 87158.210938
Iteration 67Q: 26 clusters Score -1.546103e+08 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 108852 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 54452 members 
Mstep: Class 7 contains 16178 members 
Mstep: Class 8 contains 3963 members 
Mstep: Class 9 contains 83202 members 
Mstep: Class 10 contains 15861 members 
Mstep: Class 11 contains 495 members 
Mstep: Class 12 contains 27649 members 
Mstep: Class 13 contains 17881 members 
Mstep: Class 14 contains 261675 members 
Mstep: Class 15 contains 2986 members 
Mstep: Class 16 contains 8235 members 
Mstep: Class 17 contains 6345 members 
Mstep: Class 18 contains 14360 members 
Mstep: Class 19 contains 285456 members 
Mstep: Class 20 contains 175366 members 
Mstep: Class 21 contains 23478 members 
Mstep: Class 22 contains 37957 members 
Mstep: Class 23 contains 12706 members 
Mstep: Class 24 contains 4111 members 
Mstep: Class 25 contains 83202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154610352.000000 Penalty: 87158.210938
Iteration 68Q: 26 clusters Score -1.546104e+08 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 108223 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 54403 members 
Mstep: Class 7 contains 16194 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 83149 members 
Mstep: Class 10 contains 15886 members 
Mstep: Class 11 contains 495 members 
Mstep: Class 12 contains 27576 members 
Mstep: Class 13 contains 17856 members 
Mstep: Class 14 contains 263975 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 8284 members 
Mstep: Class 17 contains 6340 members 
Mstep: Class 18 contains 14391 members 
Mstep: Class 19 contains 284010 members 
Mstep: Class 20 contains 175139 members 
Mstep: Class 21 contains 23511 members 
Mstep: Class 22 contains 37915 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 4110 members 
Mstep: Class 25 contains 83286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154610928.000000 Penalty: 87158.210938
Iteration 69Q: 26 clusters Score -1.546109e+08 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 107555 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 54336 members 
Mstep: Class 7 contains 16196 members 
Mstep: Class 8 contains 3943 members 
Mstep: Class 9 contains 83105 members 
Mstep: Class 10 contains 15913 members 
Mstep: Class 11 contains 495 members 
Mstep: Class 12 contains 27506 members 
Mstep: Class 13 contains 17828 members 
Mstep: Class 14 contains 266156 members 
Mstep: Class 15 contains 2957 members 
Mstep: Class 16 contains 8338 members 
Mstep: Class 17 contains 6343 members 
Mstep: Class 18 contains 14407 members 
Mstep: Class 19 contains 282694 members 
Mstep: Class 20 contains 174931 members 
Mstep: Class 21 contains 23564 members 
Mstep: Class 22 contains 37871 members 
Mstep: Class 23 contains 12842 members 
Mstep: Class 24 contains 4110 members 
Mstep: Class 25 contains 83377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154611760.000000 Penalty: 87158.210938
Iteration 70Q: 26 clusters Score -1.546118e+08 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 2247 members 
Mstep: Class 4 contains 106899 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 54259 members 
Mstep: Class 7 contains 16203 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 83035 members 
Mstep: Class 10 contains 15939 members 
Mstep: Class 11 contains 495 members 
Mstep: Class 12 contains 27449 members 
Mstep: Class 13 contains 17813 members 
Mstep: Class 14 contains 268575 members 
Mstep: Class 15 contains 2942 members 
Mstep: Class 16 contains 8387 members 
Mstep: Class 17 contains 6343 members 
Mstep: Class 18 contains 14398 members 
Mstep: Class 19 contains 281198 members 
Mstep: Class 20 contains 174680 members 
Mstep: Class 21 contains 23608 members 
Mstep: Class 22 contains 37836 members 
Mstep: Class 23 contains 12916 members 
Mstep: Class 24 contains 4108 members 
Mstep: Class 25 contains 83441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612368.000000 Penalty: 87158.210938
Iteration 71Q: 26 clusters Score -1.546124e+08 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 2244 members 
Mstep: Class 4 contains 106314 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 54208 members 
Mstep: Class 7 contains 16207 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 82998 members 
Mstep: Class 10 contains 15967 members 
Mstep: Class 11 contains 495 members 
Mstep: Class 12 contains 27381 members 
Mstep: Class 13 contains 17800 members 
Mstep: Class 14 contains 271044 members 
Mstep: Class 15 contains 2932 members 
Mstep: Class 16 contains 8413 members 
Mstep: Class 17 contains 6345 members 
Mstep: Class 18 contains 14384 members 
Mstep: Class 19 contains 279605 members 
Mstep: Class 20 contains 174329 members 
Mstep: Class 21 contains 23660 members 
Mstep: Class 22 contains 37790 members 
Mstep: Class 23 contains 12978 members 
Mstep: Class 24 contains 4113 members 
Mstep: Class 25 contains 83578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612800.000000 Penalty: 87158.210938
Iteration 72Q: 26 clusters Score -1.546128e+08 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 2238 members 
Mstep: Class 4 contains 105827 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 54100 members 
Mstep: Class 7 contains 16232 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 82935 members 
Mstep: Class 10 contains 15986 members 
Mstep: Class 11 contains 496 members 
Mstep: Class 12 contains 27316 members 
Mstep: Class 13 contains 17802 members 
Mstep: Class 14 contains 273506 members 
Mstep: Class 15 contains 2926 members 
Mstep: Class 16 contains 8454 members 
Mstep: Class 17 contains 6345 members 
Mstep: Class 18 contains 14381 members 
Mstep: Class 19 contains 278033 members 
Mstep: Class 20 contains 173966 members 
Mstep: Class 21 contains 23686 members 
Mstep: Class 22 contains 37746 members 
Mstep: Class 23 contains 13034 members 
Mstep: Class 24 contains 4119 members 
Mstep: Class 25 contains 83689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613008.000000 Penalty: 87158.210938
Iteration 73Q: 26 clusters Score -1.54613e+08 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 105370 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 53991 members 
Mstep: Class 7 contains 16257 members 
Mstep: Class 8 contains 3945 members 
Mstep: Class 9 contains 82880 members 
Mstep: Class 10 contains 15993 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 27270 members 
Mstep: Class 13 contains 17811 members 
Mstep: Class 14 contains 275964 members 
Mstep: Class 15 contains 2923 members 
Mstep: Class 16 contains 8489 members 
Mstep: Class 17 contains 6343 members 
Mstep: Class 18 contains 14372 members 
Mstep: Class 19 contains 276478 members 
Mstep: Class 20 contains 173566 members 
Mstep: Class 21 contains 23699 members 
Mstep: Class 22 contains 37704 members 
Mstep: Class 23 contains 13102 members 
Mstep: Class 24 contains 4121 members 
Mstep: Class 25 contains 83771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612912.000000 Penalty: 87158.210938
Iteration 74Q: 26 clusters Score -1.546129e+08 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 2231 members 
Mstep: Class 4 contains 104911 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 53945 members 
Mstep: Class 7 contains 16277 members 
Mstep: Class 8 contains 3943 members 
Mstep: Class 9 contains 82817 members 
Mstep: Class 10 contains 16009 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 27199 members 
Mstep: Class 13 contains 17833 members 
Mstep: Class 14 contains 278360 members 
Mstep: Class 15 contains 2914 members 
Mstep: Class 16 contains 8511 members 
Mstep: Class 17 contains 6342 members 
Mstep: Class 18 contains 14361 members 
Mstep: Class 19 contains 274955 members 
Mstep: Class 20 contains 173171 members 
Mstep: Class 21 contains 23728 members 
Mstep: Class 22 contains 37674 members 
Mstep: Class 23 contains 13164 members 
Mstep: Class 24 contains 4127 members 
Mstep: Class 25 contains 83845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612848.000000 Penalty: 87158.210938
Iteration 75Q: 26 clusters Score -1.546128e+08 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 2225 members 
Mstep: Class 4 contains 104481 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 53869 members 
Mstep: Class 7 contains 16279 members 
Mstep: Class 8 contains 3938 members 
Mstep: Class 9 contains 82722 members 
Mstep: Class 10 contains 16019 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 27145 members 
Mstep: Class 13 contains 17859 members 
Mstep: Class 14 contains 280681 members 
Mstep: Class 15 contains 2893 members 
Mstep: Class 16 contains 8536 members 
Mstep: Class 17 contains 6343 members 
Mstep: Class 18 contains 14363 members 
Mstep: Class 19 contains 273583 members 
Mstep: Class 20 contains 172730 members 
Mstep: Class 21 contains 23766 members 
Mstep: Class 22 contains 37646 members 
Mstep: Class 23 contains 13221 members 
Mstep: Class 24 contains 4138 members 
Mstep: Class 25 contains 83919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612800.000000 Penalty: 87158.210938
Iteration 76Q: 26 clusters Score -1.546128e+08 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 2221 members 
Mstep: Class 4 contains 104084 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 53831 members 
Mstep: Class 7 contains 16262 members 
Mstep: Class 8 contains 3940 members 
Mstep: Class 9 contains 82655 members 
Mstep: Class 10 contains 16035 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 27077 members 
Mstep: Class 13 contains 17887 members 
Mstep: Class 14 contains 282801 members 
Mstep: Class 15 contains 2882 members 
Mstep: Class 16 contains 8565 members 
Mstep: Class 17 contains 6343 members 
Mstep: Class 18 contains 14355 members 
Mstep: Class 19 contains 272351 members 
Mstep: Class 20 contains 172277 members 
Mstep: Class 21 contains 23798 members 
Mstep: Class 22 contains 37637 members 
Mstep: Class 23 contains 13287 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 83942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612656.000000 Penalty: 87158.210938
Iteration 77Q: 26 clusters Score -1.546127e+08 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 2218 members 
Mstep: Class 4 contains 103785 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 53837 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 3941 members 
Mstep: Class 9 contains 82597 members 
Mstep: Class 10 contains 16041 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 27031 members 
Mstep: Class 13 contains 17924 members 
Mstep: Class 14 contains 284751 members 
Mstep: Class 15 contains 2872 members 
Mstep: Class 16 contains 8589 members 
Mstep: Class 17 contains 6346 members 
Mstep: Class 18 contains 14335 members 
Mstep: Class 19 contains 271139 members 
Mstep: Class 20 contains 171807 members 
Mstep: Class 21 contains 23839 members 
Mstep: Class 22 contains 37599 members 
Mstep: Class 23 contains 13329 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 83989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612384.000000 Penalty: 87158.210938
Iteration 78Q: 26 clusters Score -1.546124e+08 nChanged 6970
Entering ConstructFrom: 
Score: -154612384.000000 Penalty: 87158.210938
Entering ConstructFrom: 
Trying to split cluster 1 (24754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Entering Unmasked Estep 
Score: -3096341.500000 Penalty: 2508.952148
	Iteration 0F: 2 clusters Score -3096342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3079181.250000 Penalty: 5017.904297
	Iteration 0F: 3 clusters Score -3079181 nChanged 11014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3085153.250000 Penalty: 5017.904297
	Iteration 1F: 3 clusters Score -3085153 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -3085621.000000 Penalty: 5017.904297
	Iteration 2F: 3 clusters Score -3085621 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -3086044.000000 Penalty: 5017.904297
	Iteration 3Q: 3 clusters Score -3086044 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -3086462.750000 Penalty: 5017.904297
	Iteration 4Q: 3 clusters Score -3086463 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -3086931.500000 Penalty: 5017.904297
	Iteration 5Q: 3 clusters Score -3086932 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -3087497.750000 Penalty: 5017.904297
	Iteration 6Q: 3 clusters Score -3087498 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -3088128.250000 Penalty: 5017.904297
	Iteration 7Q: 3 clusters Score -3088128 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3088862.750000 Penalty: 5017.904297
	Iteration 8F: 3 clusters Score -3088863 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -3089700.750000 Penalty: 5017.904297
	Iteration 9F: 3 clusters Score -3089701 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -3090682.750000 Penalty: 5017.904297
	Iteration 10F: 3 clusters Score -3090683 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -3091562.250000 Penalty: 5017.904297
	Iteration 11Q: 3 clusters Score -3091562 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3092349.500000 Penalty: 5017.904297
	Iteration 12Q: 3 clusters Score -3092350 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -3092850.000000 Penalty: 5017.904297
	Iteration 13Q: 3 clusters Score -3092850 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3093274.250000 Penalty: 5017.904297
	Iteration 14Q: 3 clusters Score -3093274 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3093566.250000 Penalty: 5017.904297
	Iteration 15Q: 3 clusters Score -3093566 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3093754.000000 Penalty: 5017.904297
	Iteration 16Q: 3 clusters Score -3093754 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3093855.500000 Penalty: 5017.904297
	Iteration 17Q: 3 clusters Score -3093856 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3093929.000000 Penalty: 5017.904297
	Iteration 18Q: 3 clusters Score -3093929 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3093988.750000 Penalty: 5017.904297
	Iteration 19Q: 3 clusters Score -3093989 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3094036.750000 Penalty: 5017.904297
	Iteration 20F: 3 clusters Score -3094037 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3094077.250000 Penalty: 5017.904297
	Iteration 21Q: 3 clusters Score -3094077 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3094102.000000 Penalty: 5017.904297
	Iteration 22Q: 3 clusters Score -3094102 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3094127.500000 Penalty: 5017.904297
	Iteration 23Q: 3 clusters Score -3094128 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3094134.000000 Penalty: 5017.904297
	Iteration 24Q: 3 clusters Score -3094134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3094153.750000 Penalty: 5017.904297
	Iteration 25Q: 3 clusters Score -3094154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3094169.750000 Penalty: 5017.904297
	Iteration 26Q: 3 clusters Score -3094170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3094179.750000 Penalty: 5017.904297
	Iteration 27Q: 3 clusters Score -3094180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3094192.250000 Penalty: 5017.904297
	Iteration 28Q: 3 clusters Score -3094192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3094202.500000 Penalty: 5017.904297
	Iteration 29Q: 3 clusters Score -3094202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3094216.500000 Penalty: 5017.904297
	Iteration 30Q: 3 clusters Score -3094216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3094223.250000 Penalty: 5017.904297
	Iteration 31Q: 3 clusters Score -3094223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3094227.500000 Penalty: 5017.904297
	Iteration 32Q: 3 clusters Score -3094228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3094228.250000 Penalty: 5017.904297
	Iteration 33Q: 3 clusters Score -3094228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3094228.750000 Penalty: 5017.904297
	Iteration 34Q: 3 clusters Score -3094229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3094232.250000 Penalty: 5017.904297
	Iteration 35Q: 3 clusters Score -3094232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3094234.750000 Penalty: 5017.904297
	Iteration 36Q: 3 clusters Score -3094235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3094246.500000 Penalty: 5017.904297
	Iteration 37Q: 3 clusters Score -3094246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3094244.250000 Penalty: 5017.904297
	Iteration 38Q: 3 clusters Score -3094244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3094246.500000 Penalty: 5017.904297
	Iteration 39Q: 3 clusters Score -3094246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3094257.500000 Penalty: 5017.904297
	Iteration 40F: 3 clusters Score -3094258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3094260.000000 Penalty: 5017.904297
	Iteration 41Q: 3 clusters Score -3094260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3094253.250000 Penalty: 5017.904297
	Iteration 42Q: 3 clusters Score -3094253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3094258.500000 Penalty: 5017.904297
	Iteration 43Q: 3 clusters Score -3094258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3094260.500000 Penalty: 5017.904297
	Iteration 44Q: 3 clusters Score -3094260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3094262.750000 Penalty: 5017.904297
	Iteration 45Q: 3 clusters Score -3094263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3094263.000000 Penalty: 5017.904297
	Iteration 46Q: 3 clusters Score -3094263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3094267.000000 Penalty: 5017.904297
	Iteration 47Q: 3 clusters Score -3094267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3094272.000000 Penalty: 5017.904297
	Iteration 48Q: 3 clusters Score -3094272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3094269.500000 Penalty: 5017.904297
	Iteration 49Q: 3 clusters Score -3094270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3094266.250000 Penalty: 5017.904297
	Iteration 50Q: 3 clusters Score -3094266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3094266.250000 Penalty: 5017.904297
	Iteration 51F: 3 clusters Score -3094266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Entering Unmasked Estep 
Score: -231306.562500 Penalty: 1897.949097
	Iteration 0F: 2 clusters Score -231306.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -228703.609375 Penalty: 3795.898193
	Iteration 0F: 3 clusters Score -228703.6 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -229730.718750 Penalty: 3795.898193
	Iteration 1F: 3 clusters Score -229730.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -230633.921875 Penalty: 3795.898193
	Iteration 2F: 3 clusters Score -230633.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -232080.906250 Penalty: 3795.898193
	Iteration 3F: 3 clusters Score -232080.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -232803.718750 Penalty: 3795.898193
	Iteration 4F: 3 clusters Score -232803.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -233169.453125 Penalty: 3795.898193
	Iteration 5F: 3 clusters Score -233169.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -233392.234375 Penalty: 3795.898193
	Iteration 6Q: 3 clusters Score -233392.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -233571.312500 Penalty: 3795.898193
	Iteration 7Q: 3 clusters Score -233571.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -233803.921875 Penalty: 3795.898193
	Iteration 8Q: 3 clusters Score -233803.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -233963.187500 Penalty: 3795.898193
	Iteration 9Q: 3 clusters Score -233963.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -233981.453125 Penalty: 3795.898193
	Iteration 10Q: 3 clusters Score -233981.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -233989.296875 Penalty: 3795.898193
	Iteration 11Q: 3 clusters Score -233989.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -233997.218750 Penalty: 3795.898193
	Iteration 12Q: 3 clusters Score -233997.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -234007.234375 Penalty: 3795.898193
	Iteration 13Q: 3 clusters Score -234007.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -234026.859375 Penalty: 3795.898193
	Iteration 14Q: 3 clusters Score -234026.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -234040.796875 Penalty: 3795.898193
	Iteration 15Q: 3 clusters Score -234040.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -234051.265625 Penalty: 3795.898193
	Iteration 16Q: 3 clusters Score -234051.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -234061.546875 Penalty: 3795.898193
	Iteration 17Q: 3 clusters Score -234061.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -234079.937500 Penalty: 3795.898193
	Iteration 18Q: 3 clusters Score -234079.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -234091.781250 Penalty: 3795.898193
	Iteration 19Q: 3 clusters Score -234091.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -234174.671875 Penalty: 3795.898193
	Iteration 20F: 3 clusters Score -234174.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -234468.828125 Penalty: 3795.898193
	Iteration 21Q: 3 clusters Score -234468.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -234851.171875 Penalty: 3795.898193
	Iteration 22Q: 3 clusters Score -234851.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -234875.515625 Penalty: 3795.898193
	Iteration 23Q: 3 clusters Score -234875.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -234876.000000 Penalty: 3795.898193
	Iteration 24Q: 3 clusters Score -234876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -234876.000000 Penalty: 3795.898193
	Iteration 25F: 3 clusters Score -234876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 2219 members 
Mstep: Class 4 contains 103528 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 53815 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 82512 members 
Mstep: Class 10 contains 16051 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 26998 members 
Mstep: Class 13 contains 17933 members 
Mstep: Class 14 contains 286602 members 
Mstep: Class 15 contains 2860 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 6347 members 
Mstep: Class 18 contains 14322 members 
Mstep: Class 19 contains 270071 members 
Mstep: Class 20 contains 171297 members 
Mstep: Class 21 contains 23881 members 
Mstep: Class 22 contains 37578 members 
Mstep: Class 23 contains 13347 members 
Mstep: Class 24 contains 4154 members 
Mstep: Class 25 contains 84040 members 
Mstep: Class 26 contains 1627 members 
Entering Unmasked Estep 
Score: -154613728.000000 Penalty: 90644.539062
Splitting cluster 2 changes total score from -154612384.000000 to -154613728.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 3 (2219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Entering Unmasked Estep 
Score: -251354.015625 Penalty: 1910.793335
	Iteration 0F: 2 clusters Score -251354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -248633.750000 Penalty: 3821.586670
	Iteration 0F: 3 clusters Score -248633.8 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -249187.078125 Penalty: 3821.586670
	Iteration 1F: 3 clusters Score -249187.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -249378.125000 Penalty: 3821.586670
	Iteration 2F: 3 clusters Score -249378.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -249523.828125 Penalty: 3821.586670
	Iteration 3F: 3 clusters Score -249523.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -249639.343750 Penalty: 3821.586670
	Iteration 4Q: 3 clusters Score -249639.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -249740.359375 Penalty: 3821.586670
	Iteration 5Q: 3 clusters Score -249740.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -249838.937500 Penalty: 3821.586670
	Iteration 6Q: 3 clusters Score -249838.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -249921.828125 Penalty: 3821.586670
	Iteration 7Q: 3 clusters Score -249921.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -249991.546875 Penalty: 3821.586670
	Iteration 8Q: 3 clusters Score -249991.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -250072.875000 Penalty: 3821.586670
	Iteration 9Q: 3 clusters Score -250072.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -250171.640625 Penalty: 3821.586670
	Iteration 10Q: 3 clusters Score -250171.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -250269.843750 Penalty: 3821.586670
	Iteration 11Q: 3 clusters Score -250269.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -250386.843750 Penalty: 3821.586670
	Iteration 12Q: 3 clusters Score -250386.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -250463.531250 Penalty: 3821.586670
	Iteration 13Q: 3 clusters Score -250463.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -250503.640625 Penalty: 3821.586670
	Iteration 14Q: 3 clusters Score -250503.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -250538.828125 Penalty: 3821.586670
	Iteration 15Q: 3 clusters Score -250538.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -250555.640625 Penalty: 3821.586670
	Iteration 16Q: 3 clusters Score -250555.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -250564.906250 Penalty: 3821.586670
	Iteration 17Q: 3 clusters Score -250564.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -250569.281250 Penalty: 3821.586670
	Iteration 18Q: 3 clusters Score -250569.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -250573.437500 Penalty: 3821.586670
	Iteration 19Q: 3 clusters Score -250573.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -250579.953125 Penalty: 3821.586670
	Iteration 20F: 3 clusters Score -250580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -250587.156250 Penalty: 3821.586670
	Iteration 21Q: 3 clusters Score -250587.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -250589.031250 Penalty: 3821.586670
	Iteration 22Q: 3 clusters Score -250589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -250590.562500 Penalty: 3821.586670
	Iteration 23Q: 3 clusters Score -250590.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -250592.437500 Penalty: 3821.586670
	Iteration 24Q: 3 clusters Score -250592.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -250592.531250 Penalty: 3821.586670
	Iteration 25Q: 3 clusters Score -250592.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -250594.921875 Penalty: 3821.586670
	Iteration 26Q: 3 clusters Score -250594.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -250596.296875 Penalty: 3821.586670
	Iteration 27Q: 3 clusters Score -250596.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -250597.343750 Penalty: 3821.586670
	Iteration 28Q: 3 clusters Score -250597.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -250597.343750 Penalty: 3821.586670
	Iteration 29F: 3 clusters Score -250597.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (103528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103528 members 
Entering Unmasked Estep 
Score: -13011807.000000 Penalty: 2863.803955
	Iteration 0F: 2 clusters Score -1.301181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -12942516.000000 Penalty: 5727.607910
	Iteration 0F: 3 clusters Score -1.294252e+07 nChanged 48881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -12970536.000000 Penalty: 5727.607910
	Iteration 1F: 3 clusters Score -1.297054e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -12971285.000000 Penalty: 5727.607910
	Iteration 2Q: 3 clusters Score -1.297128e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -12972213.000000 Penalty: 5727.607910
	Iteration 3Q: 3 clusters Score -1.297221e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 57301 members 
Entering Unmasked Estep 
Score: -12973288.000000 Penalty: 5727.607910
	Iteration 4Q: 3 clusters Score -1.297329e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 60228 members 
Entering Unmasked Estep 
Score: -12974878.000000 Penalty: 5727.607910
	Iteration 5Q: 3 clusters Score -1.297488e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
Score: -12977578.000000 Penalty: 5727.607910
	Iteration 6Q: 3 clusters Score -1.297758e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 70399 members 
Entering Unmasked Estep 
Score: -12981956.000000 Penalty: 5727.607910
	Iteration 7F: 3 clusters Score -1.298196e+07 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 77720 members 
Entering Unmasked Estep 
Score: -12988401.000000 Penalty: 5727.607910
	Iteration 8F: 3 clusters Score -1.29884e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 85384 members 
Entering Unmasked Estep 
Score: -12995910.000000 Penalty: 5727.607910
	Iteration 9F: 3 clusters Score -1.299591e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 91573 members 
Entering Unmasked Estep 
Score: -13002072.000000 Penalty: 5727.607910
	Iteration 10F: 3 clusters Score -1.300207e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 95574 members 
Entering Unmasked Estep 
Score: -13005799.000000 Penalty: 5727.607910
	Iteration 11Q: 3 clusters Score -1.30058e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 97781 members 
Entering Unmasked Estep 
Score: -13007687.000000 Penalty: 5727.607910
	Iteration 12Q: 3 clusters Score -1.300769e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 98986 members 
Entering Unmasked Estep 
Score: -13008622.000000 Penalty: 5727.607910
	Iteration 13Q: 3 clusters Score -1.300862e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 99737 members 
Entering Unmasked Estep 
Score: -13009094.000000 Penalty: 5727.607910
	Iteration 14Q: 3 clusters Score -1.300909e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 100239 members 
Entering Unmasked Estep 
Score: -13009420.000000 Penalty: 5727.607910
	Iteration 15Q: 3 clusters Score -1.300942e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 100540 members 
Entering Unmasked Estep 
Score: -13009622.000000 Penalty: 5727.607910
	Iteration 16Q: 3 clusters Score -1.300962e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 100731 members 
Entering Unmasked Estep 
Score: -13009708.000000 Penalty: 5727.607910
	Iteration 17Q: 3 clusters Score -1.300971e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 100883 members 
Entering Unmasked Estep 
Score: -13009773.000000 Penalty: 5727.607910
	Iteration 18Q: 3 clusters Score -1.300977e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 100987 members 
Entering Unmasked Estep 
Score: -13009856.000000 Penalty: 5727.607910
	Iteration 19Q: 3 clusters Score -1.300986e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 101067 members 
Entering Unmasked Estep 
Score: -13009873.000000 Penalty: 5727.607910
	Iteration 20F: 3 clusters Score -1.300987e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 101120 members 
Entering Unmasked Estep 
Score: -13009891.000000 Penalty: 5727.607910
	Iteration 21Q: 3 clusters Score -1.300989e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 101170 members 
Entering Unmasked Estep 
Score: -13009932.000000 Penalty: 5727.607910
	Iteration 22Q: 3 clusters Score -1.300993e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 101206 members 
Entering Unmasked Estep 
Score: -13009964.000000 Penalty: 5727.607910
	Iteration 23Q: 3 clusters Score -1.300996e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 101238 members 
Entering Unmasked Estep 
Score: -13009973.000000 Penalty: 5727.607910
	Iteration 24Q: 3 clusters Score -1.300997e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 101272 members 
Entering Unmasked Estep 
Score: -13010006.000000 Penalty: 5727.607910
	Iteration 25Q: 3 clusters Score -1.301001e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 101306 members 
Entering Unmasked Estep 
Score: -13010024.000000 Penalty: 5727.607910
	Iteration 26Q: 3 clusters Score -1.301002e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 101329 members 
Entering Unmasked Estep 
Score: -13010018.000000 Penalty: 5727.607910
	Iteration 27Q: 3 clusters Score -1.301002e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 101361 members 
Entering Unmasked Estep 
Score: -13010017.000000 Penalty: 5727.607910
	Iteration 28Q: 3 clusters Score -1.301002e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 101376 members 
Entering Unmasked Estep 
Score: -13010012.000000 Penalty: 5727.607910
	Iteration 29Q: 3 clusters Score -1.301001e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 101392 members 
Entering Unmasked Estep 
Score: -13010004.000000 Penalty: 5727.607910
	Iteration 30Q: 3 clusters Score -1.301e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 101406 members 
Entering Unmasked Estep 
Score: -13010018.000000 Penalty: 5727.607910
	Iteration 31Q: 3 clusters Score -1.301002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 101419 members 
Entering Unmasked Estep 
Score: -13010019.000000 Penalty: 5727.607910
	Iteration 32Q: 3 clusters Score -1.301002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 101425 members 
Entering Unmasked Estep 
Score: -13010032.000000 Penalty: 5727.607910
	Iteration 33Q: 3 clusters Score -1.301003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 101434 members 
Entering Unmasked Estep 
Score: -13010029.000000 Penalty: 5727.607910
	Iteration 34Q: 3 clusters Score -1.301003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 101438 members 
Entering Unmasked Estep 
Score: -13010025.000000 Penalty: 5727.607910
	Iteration 35Q: 3 clusters Score -1.301002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 101439 members 
Entering Unmasked Estep 
Score: -13010028.000000 Penalty: 5727.607910
	Iteration 36Q: 3 clusters Score -1.301003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 101441 members 
Entering Unmasked Estep 
Score: -13010030.000000 Penalty: 5727.607910
	Iteration 37Q: 3 clusters Score -1.301003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 101443 members 
Entering Unmasked Estep 
Score: -13010026.000000 Penalty: 5727.607910
	Iteration 38Q: 3 clusters Score -1.301003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 101447 members 
Entering Unmasked Estep 
Score: -13010031.000000 Penalty: 5727.607910
	Iteration 39Q: 3 clusters Score -1.301003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 101451 members 
Entering Unmasked Estep 
Score: -13010039.000000 Penalty: 5727.607910
	Iteration 40F: 3 clusters Score -1.301004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 101451 members 
Entering Unmasked Estep 
Score: -13010037.000000 Penalty: 5727.607910
	Iteration 41Q: 3 clusters Score -1.301004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 101450 members 
Entering Unmasked Estep 
Score: -13010035.000000 Penalty: 5727.607910
	Iteration 42Q: 3 clusters Score -1.301004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 101450 members 
Entering Unmasked Estep 
Score: -13010029.000000 Penalty: 5727.607910
	Iteration 43Q: 3 clusters Score -1.301003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 101453 members 
Entering Unmasked Estep 
Score: -13010028.000000 Penalty: 5727.607910
	Iteration 44Q: 3 clusters Score -1.301003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 101455 members 
Entering Unmasked Estep 
Score: -13010043.000000 Penalty: 5727.607910
	Iteration 45Q: 3 clusters Score -1.301004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 101456 members 
Entering Unmasked Estep 
Score: -13010031.000000 Penalty: 5727.607910
	Iteration 46Q: 3 clusters Score -1.301003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 101456 members 
Entering Unmasked Estep 
Score: -13010029.000000 Penalty: 5727.607910
	Iteration 47Q: 3 clusters Score -1.301003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 101458 members 
Entering Unmasked Estep 
Score: -13010034.000000 Penalty: 5727.607910
	Iteration 48Q: 3 clusters Score -1.301003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 101464 members 
Entering Unmasked Estep 
Score: -13010042.000000 Penalty: 5727.607910
	Iteration 49Q: 3 clusters Score -1.301004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 101466 members 
Entering Unmasked Estep 
Score: -13010037.000000 Penalty: 5727.607910
	Iteration 50Q: 3 clusters Score -1.301004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 101467 members 
Entering Unmasked Estep 
Score: -13010029.000000 Penalty: 5727.607910
	Iteration 51Q: 3 clusters Score -1.301003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 101467 members 
Entering Unmasked Estep 
Score: -13010038.000000 Penalty: 5727.607910
	Iteration 52Q: 3 clusters Score -1.301004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 101468 members 
Entering Unmasked Estep 
Score: -13010038.000000 Penalty: 5727.607910
	Iteration 53Q: 3 clusters Score -1.301004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 101471 members 
Entering Unmasked Estep 
Score: -13010031.000000 Penalty: 5727.607910
	Iteration 54Q: 3 clusters Score -1.301003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 101472 members 
Entering Unmasked Estep 
Score: -13010039.000000 Penalty: 5727.607910
	Iteration 55Q: 3 clusters Score -1.301004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 101474 members 
Entering Unmasked Estep 
Score: -13010034.000000 Penalty: 5727.607910
	Iteration 56Q: 3 clusters Score -1.301003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 101477 members 
Entering Unmasked Estep 
Score: -13010022.000000 Penalty: 5727.607910
	Iteration 57Q: 3 clusters Score -1.301002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 101475 members 
Entering Unmasked Estep 
Score: -13010028.000000 Penalty: 5727.607910
	Iteration 58Q: 3 clusters Score -1.301003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 101475 members 
Entering Unmasked Estep 
Score: -13010023.000000 Penalty: 5727.607910
	Iteration 59Q: 3 clusters Score -1.301002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 101475 members 
Entering Unmasked Estep 
Score: -13010034.000000 Penalty: 5727.607910
	Iteration 60F: 3 clusters Score -1.301003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 101473 members 
Entering Unmasked Estep 
Score: -13010020.000000 Penalty: 5727.607910
	Iteration 61Q: 3 clusters Score -1.301002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 101473 members 
Entering Unmasked Estep 
Score: -13010020.000000 Penalty: 5727.607910
	Iteration 62F: 3 clusters Score -1.301002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -38750.261719 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -38750.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37407.941406 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -37407.94 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -37744.027344 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -37744.03 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37998.863281 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -37998.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -38254.796875 Penalty: 2952.808594
	Iteration 3F: 3 clusters Score -38254.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38450.976562 Penalty: 2952.808594
	Iteration 4F: 3 clusters Score -38450.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -38889.554688 Penalty: 2952.808594
	Iteration 5F: 3 clusters Score -38889.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -38961.945312 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -38961.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38984.066406 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -38984.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -38993.625000 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -38993.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -38993.625000 Penalty: 2952.808594
	Iteration 9F: 3 clusters Score -38993.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 2219 members 
Mstep: Class 4 contains 103528 members 
Mstep: Class 5 contains 90 members 
Mstep: Class 6 contains 53815 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 82512 members 
Mstep: Class 10 contains 16051 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 26998 members 
Mstep: Class 13 contains 17933 members 
Mstep: Class 14 contains 286602 members 
Mstep: Class 15 contains 2860 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 6347 members 
Mstep: Class 18 contains 14322 members 
Mstep: Class 19 contains 270071 members 
Mstep: Class 20 contains 171297 members 
Mstep: Class 21 contains 23881 members 
Mstep: Class 22 contains 37578 members 
Mstep: Class 23 contains 13347 members 
Mstep: Class 24 contains 4154 members 
Mstep: Class 25 contains 84040 members 
Mstep: Class 26 contains 1627 members 
Mstep: Class 27 contains 295 members 
Entering Unmasked Estep 
Score: -154611840.000000 Penalty: 94130.875000
Splitting cluster 5 changes total score from -154612384.000000 to -154611840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (53815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Entering Unmasked Estep 
Score: -6767402.500000 Penalty: 2701.540283
	Iteration 0F: 2 clusters Score -6767402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -6731117.000000 Penalty: 5403.080566
	Iteration 0F: 3 clusters Score -6731117 nChanged 24992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -6745058.000000 Penalty: 5403.080566
	Iteration 1F: 3 clusters Score -6745058 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -6745625.000000 Penalty: 5403.080566
	Iteration 2Q: 3 clusters Score -6745625 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -6746324.500000 Penalty: 5403.080566
	Iteration 3Q: 3 clusters Score -6746324 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -6747232.000000 Penalty: 5403.080566
	Iteration 4Q: 3 clusters Score -6747232 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -6748696.000000 Penalty: 5403.080566
	Iteration 5F: 3 clusters Score -6748696 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -6751197.500000 Penalty: 5403.080566
	Iteration 6F: 3 clusters Score -6751198 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -6754828.000000 Penalty: 5403.080566
	Iteration 7F: 3 clusters Score -6754828 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -6759060.000000 Penalty: 5403.080566
	Iteration 8F: 3 clusters Score -6759060 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -6762192.500000 Penalty: 5403.080566
	Iteration 9F: 3 clusters Score -6762192 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -6764048.000000 Penalty: 5403.080566
	Iteration 10Q: 3 clusters Score -6764048 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -6764882.500000 Penalty: 5403.080566
	Iteration 11Q: 3 clusters Score -6764882 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -6765182.000000 Penalty: 5403.080566
	Iteration 12Q: 3 clusters Score -6765182 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -6765302.500000 Penalty: 5403.080566
	Iteration 13Q: 3 clusters Score -6765302 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 51672 members 
Entering Unmasked Estep 
Score: -6765381.000000 Penalty: 5403.080566
	Iteration 14Q: 3 clusters Score -6765381 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -6765417.000000 Penalty: 5403.080566
	Iteration 15Q: 3 clusters Score -6765417 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -6765431.000000 Penalty: 5403.080566
	Iteration 16Q: 3 clusters Score -6765431 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -6765467.500000 Penalty: 5403.080566
	Iteration 17Q: 3 clusters Score -6765468 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
Score: -6765458.500000 Penalty: 5403.080566
	Iteration 18Q: 3 clusters Score -6765458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -6765493.500000 Penalty: 5403.080566
	Iteration 19Q: 3 clusters Score -6765494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -6765501.500000 Penalty: 5403.080566
	Iteration 20F: 3 clusters Score -6765502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -6765499.500000 Penalty: 5403.080566
	Iteration 21Q: 3 clusters Score -6765500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -6765502.500000 Penalty: 5403.080566
	Iteration 22Q: 3 clusters Score -6765502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 51966 members 
Entering Unmasked Estep 
Score: -6765505.000000 Penalty: 5403.080566
	Iteration 23Q: 3 clusters Score -6765505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -6765509.500000 Penalty: 5403.080566
	Iteration 24Q: 3 clusters Score -6765510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -6765519.500000 Penalty: 5403.080566
	Iteration 25Q: 3 clusters Score -6765520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -6765523.500000 Penalty: 5403.080566
	Iteration 26Q: 3 clusters Score -6765524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -6765511.000000 Penalty: 5403.080566
	Iteration 27Q: 3 clusters Score -6765511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -6765526.000000 Penalty: 5403.080566
	Iteration 28Q: 3 clusters Score -6765526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -6765521.000000 Penalty: 5403.080566
	Iteration 29Q: 3 clusters Score -6765521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -6765521.500000 Penalty: 5403.080566
	Iteration 30Q: 3 clusters Score -6765522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -6765523.000000 Penalty: 5403.080566
	Iteration 31Q: 3 clusters Score -6765523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -6765513.500000 Penalty: 5403.080566
	Iteration 32Q: 3 clusters Score -6765514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -6765520.500000 Penalty: 5403.080566
	Iteration 33Q: 3 clusters Score -6765520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -6765521.500000 Penalty: 5403.080566
	Iteration 34Q: 3 clusters Score -6765522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -6765520.000000 Penalty: 5403.080566
	Iteration 35Q: 3 clusters Score -6765520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -6765520.000000 Penalty: 5403.080566
	Iteration 36F: 3 clusters Score -6765520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Entering Unmasked Estep 
Score: -1937873.125000 Penalty: 2404.631348
	Iteration 0F: 2 clusters Score -1937873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1926283.625000 Penalty: 4809.262695
	Iteration 0F: 3 clusters Score -1926284 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1929966.875000 Penalty: 4809.262695
	Iteration 1F: 3 clusters Score -1929967 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1930354.000000 Penalty: 4809.262695
	Iteration 2F: 3 clusters Score -1930354 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1930677.250000 Penalty: 4809.262695
	Iteration 3Q: 3 clusters Score -1930677 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1931018.625000 Penalty: 4809.262695
	Iteration 4Q: 3 clusters Score -1931019 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1931427.625000 Penalty: 4809.262695
	Iteration 5Q: 3 clusters Score -1931428 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1931922.625000 Penalty: 4809.262695
	Iteration 6Q: 3 clusters Score -1931923 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1932571.250000 Penalty: 4809.262695
	Iteration 7F: 3 clusters Score -1932571 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1933299.625000 Penalty: 4809.262695
	Iteration 8F: 3 clusters Score -1933300 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1934009.625000 Penalty: 4809.262695
	Iteration 9F: 3 clusters Score -1934010 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1934663.250000 Penalty: 4809.262695
	Iteration 10F: 3 clusters Score -1934663 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1935233.500000 Penalty: 4809.262695
	Iteration 11Q: 3 clusters Score -1935234 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1935584.875000 Penalty: 4809.262695
	Iteration 12Q: 3 clusters Score -1935585 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1935820.125000 Penalty: 4809.262695
	Iteration 13Q: 3 clusters Score -1935820 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1936013.625000 Penalty: 4809.262695
	Iteration 14Q: 3 clusters Score -1936014 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1936177.625000 Penalty: 4809.262695
	Iteration 15Q: 3 clusters Score -1936178 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1936291.125000 Penalty: 4809.262695
	Iteration 16Q: 3 clusters Score -1936291 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1936368.500000 Penalty: 4809.262695
	Iteration 17Q: 3 clusters Score -1936368 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1936438.875000 Penalty: 4809.262695
	Iteration 18Q: 3 clusters Score -1936439 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1936482.125000 Penalty: 4809.262695
	Iteration 19Q: 3 clusters Score -1936482 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1936531.250000 Penalty: 4809.262695
	Iteration 20F: 3 clusters Score -1936531 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1936593.750000 Penalty: 4809.262695
	Iteration 21Q: 3 clusters Score -1936594 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1936650.750000 Penalty: 4809.262695
	Iteration 22Q: 3 clusters Score -1936651 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1936681.375000 Penalty: 4809.262695
	Iteration 23Q: 3 clusters Score -1936681 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1936722.500000 Penalty: 4809.262695
	Iteration 24Q: 3 clusters Score -1936722 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1936748.375000 Penalty: 4809.262695
	Iteration 25Q: 3 clusters Score -1936748 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1936764.125000 Penalty: 4809.262695
	Iteration 26Q: 3 clusters Score -1936764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1936780.000000 Penalty: 4809.262695
	Iteration 27Q: 3 clusters Score -1936780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1936786.625000 Penalty: 4809.262695
	Iteration 28Q: 3 clusters Score -1936787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1936793.750000 Penalty: 4809.262695
	Iteration 29Q: 3 clusters Score -1936794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1936795.750000 Penalty: 4809.262695
	Iteration 30Q: 3 clusters Score -1936796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1936806.250000 Penalty: 4809.262695
	Iteration 31Q: 3 clusters Score -1936806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1936808.125000 Penalty: 4809.262695
	Iteration 32Q: 3 clusters Score -1936808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1936813.250000 Penalty: 4809.262695
	Iteration 33Q: 3 clusters Score -1936813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1936823.875000 Penalty: 4809.262695
	Iteration 34Q: 3 clusters Score -1936824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1936826.125000 Penalty: 4809.262695
	Iteration 35Q: 3 clusters Score -1936826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1936825.750000 Penalty: 4809.262695
	Iteration 36Q: 3 clusters Score -1936826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1936828.000000 Penalty: 4809.262695
	Iteration 37Q: 3 clusters Score -1936828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1936828.500000 Penalty: 4809.262695
	Iteration 38Q: 3 clusters Score -1936828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1936830.125000 Penalty: 4809.262695
	Iteration 39Q: 3 clusters Score -1936830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1936831.625000 Penalty: 4809.262695
	Iteration 40F: 3 clusters Score -1936832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1936830.750000 Penalty: 4809.262695
	Iteration 41Q: 3 clusters Score -1936831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1936830.500000 Penalty: 4809.262695
	Iteration 42Q: 3 clusters Score -1936830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1936828.750000 Penalty: 4809.262695
	Iteration 43Q: 3 clusters Score -1936829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1936828.750000 Penalty: 4809.262695
	Iteration 44F: 3 clusters Score -1936829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -489293.750000 Penalty: 2053.427979
	Iteration 0F: 2 clusters Score -489293.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -485426.406250 Penalty: 4106.855957
	Iteration 0F: 3 clusters Score -485426.4 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -486261.781250 Penalty: 4106.855957
	Iteration 1F: 3 clusters Score -486261.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -486463.906250 Penalty: 4106.855957
	Iteration 2F: 3 clusters Score -486463.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -486612.812500 Penalty: 4106.855957
	Iteration 3F: 3 clusters Score -486612.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -486769.812500 Penalty: 4106.855957
	Iteration 4Q: 3 clusters Score -486769.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -486911.218750 Penalty: 4106.855957
	Iteration 5Q: 3 clusters Score -486911.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -487028.593750 Penalty: 4106.855957
	Iteration 6Q: 3 clusters Score -487028.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -487141.875000 Penalty: 4106.855957
	Iteration 7Q: 3 clusters Score -487141.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -487249.187500 Penalty: 4106.855957
	Iteration 8Q: 3 clusters Score -487249.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -487351.968750 Penalty: 4106.855957
	Iteration 9Q: 3 clusters Score -487352 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -487431.375000 Penalty: 4106.855957
	Iteration 10Q: 3 clusters Score -487431.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -487515.875000 Penalty: 4106.855957
	Iteration 11Q: 3 clusters Score -487515.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -487576.156250 Penalty: 4106.855957
	Iteration 12Q: 3 clusters Score -487576.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -487616.312500 Penalty: 4106.855957
	Iteration 13Q: 3 clusters Score -487616.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -487640.906250 Penalty: 4106.855957
	Iteration 14Q: 3 clusters Score -487640.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -487666.875000 Penalty: 4106.855957
	Iteration 15Q: 3 clusters Score -487666.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -487685.125000 Penalty: 4106.855957
	Iteration 16Q: 3 clusters Score -487685.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -487696.343750 Penalty: 4106.855957
	Iteration 17Q: 3 clusters Score -487696.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -487706.437500 Penalty: 4106.855957
	Iteration 18Q: 3 clusters Score -487706.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -487713.250000 Penalty: 4106.855957
	Iteration 19Q: 3 clusters Score -487713.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -487717.718750 Penalty: 4106.855957
	Iteration 20F: 3 clusters Score -487717.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -487719.968750 Penalty: 4106.855957
	Iteration 21Q: 3 clusters Score -487720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -487721.656250 Penalty: 4106.855957
	Iteration 22Q: 3 clusters Score -487721.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -487724.468750 Penalty: 4106.855957
	Iteration 23Q: 3 clusters Score -487724.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -487727.656250 Penalty: 4106.855957
	Iteration 24Q: 3 clusters Score -487727.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -487729.281250 Penalty: 4106.855957
	Iteration 25Q: 3 clusters Score -487729.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -487732.687500 Penalty: 4106.855957
	Iteration 26Q: 3 clusters Score -487732.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -487734.343750 Penalty: 4106.855957
	Iteration 27Q: 3 clusters Score -487734.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -487734.593750 Penalty: 4106.855957
	Iteration 28Q: 3 clusters Score -487734.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -487735.187500 Penalty: 4106.855957
	Iteration 29Q: 3 clusters Score -487735.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -487735.187500 Penalty: 4106.855957
	Iteration 30F: 3 clusters Score -487735.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82512 members 
Entering Unmasked Estep 
Score: -10399570.000000 Penalty: 2807.533203
	Iteration 0F: 2 clusters Score -1.039957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -10344212.000000 Penalty: 5615.066406
	Iteration 0F: 3 clusters Score -1.034421e+07 nChanged 38844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -10366080.000000 Penalty: 5615.066406
	Iteration 1F: 3 clusters Score -1.036608e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -10366950.000000 Penalty: 5615.066406
	Iteration 2Q: 3 clusters Score -1.036695e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -10368186.000000 Penalty: 5615.066406
	Iteration 3Q: 3 clusters Score -1.036819e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -10370204.000000 Penalty: 5615.066406
	Iteration 4Q: 3 clusters Score -1.03702e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 54283 members 
Entering Unmasked Estep 
Score: -10373153.000000 Penalty: 5615.066406
	Iteration 5F: 3 clusters Score -1.037315e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 59212 members 
Entering Unmasked Estep 
Score: -10377070.000000 Penalty: 5615.066406
	Iteration 6F: 3 clusters Score -1.037707e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -10382165.000000 Penalty: 5615.066406
	Iteration 7F: 3 clusters Score -1.038216e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 70401 members 
Entering Unmasked Estep 
Score: -10387207.000000 Penalty: 5615.066406
	Iteration 8F: 3 clusters Score -1.038721e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 74898 members 
Entering Unmasked Estep 
Score: -10391252.000000 Penalty: 5615.066406
	Iteration 9F: 3 clusters Score -1.039125e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 77966 members 
Entering Unmasked Estep 
Score: -10393820.000000 Penalty: 5615.066406
	Iteration 10Q: 3 clusters Score -1.039382e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 79818 members 
Entering Unmasked Estep 
Score: -10395284.000000 Penalty: 5615.066406
	Iteration 11Q: 3 clusters Score -1.039528e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -10396061.000000 Penalty: 5615.066406
	Iteration 12Q: 3 clusters Score -1.039606e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 81396 members 
Entering Unmasked Estep 
Score: -10396484.000000 Penalty: 5615.066406
	Iteration 13Q: 3 clusters Score -1.039648e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 81692 members 
Entering Unmasked Estep 
Score: -10396729.000000 Penalty: 5615.066406
	Iteration 14Q: 3 clusters Score -1.039673e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 81822 members 
Entering Unmasked Estep 
Score: -10396849.000000 Penalty: 5615.066406
	Iteration 15Q: 3 clusters Score -1.039685e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 81896 members 
Entering Unmasked Estep 
Score: -10396926.000000 Penalty: 5615.066406
	Iteration 16Q: 3 clusters Score -1.039693e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 81944 members 
Entering Unmasked Estep 
Score: -10396977.000000 Penalty: 5615.066406
	Iteration 17Q: 3 clusters Score -1.039698e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 81974 members 
Entering Unmasked Estep 
Score: -10397037.000000 Penalty: 5615.066406
	Iteration 18Q: 3 clusters Score -1.039704e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 81998 members 
Entering Unmasked Estep 
Score: -10397053.000000 Penalty: 5615.066406
	Iteration 19Q: 3 clusters Score -1.039705e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 82021 members 
Entering Unmasked Estep 
Score: -10397082.000000 Penalty: 5615.066406
	Iteration 20F: 3 clusters Score -1.039708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 82034 members 
Entering Unmasked Estep 
Score: -10397096.000000 Penalty: 5615.066406
	Iteration 21Q: 3 clusters Score -1.03971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 82040 members 
Entering Unmasked Estep 
Score: -10397103.000000 Penalty: 5615.066406
	Iteration 22Q: 3 clusters Score -1.03971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 82050 members 
Entering Unmasked Estep 
Score: -10397113.000000 Penalty: 5615.066406
	Iteration 23Q: 3 clusters Score -1.039711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 82056 members 
Entering Unmasked Estep 
Score: -10397109.000000 Penalty: 5615.066406
	Iteration 24Q: 3 clusters Score -1.039711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 82059 members 
Entering Unmasked Estep 
Score: -10397120.000000 Penalty: 5615.066406
	Iteration 25Q: 3 clusters Score -1.039712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 82063 members 
Entering Unmasked Estep 
Score: -10397128.000000 Penalty: 5615.066406
	Iteration 26Q: 3 clusters Score -1.039713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 82065 members 
Entering Unmasked Estep 
Score: -10397129.000000 Penalty: 5615.066406
	Iteration 27Q: 3 clusters Score -1.039713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 82065 members 
Entering Unmasked Estep 
Score: -10397132.000000 Penalty: 5615.066406
	Iteration 28Q: 3 clusters Score -1.039713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 82066 members 
Entering Unmasked Estep 
Score: -10397132.000000 Penalty: 5615.066406
	Iteration 29Q: 3 clusters Score -1.039713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 82067 members 
Entering Unmasked Estep 
Score: -10397132.000000 Penalty: 5615.066406
	Iteration 30Q: 3 clusters Score -1.039713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 82066 members 
Entering Unmasked Estep 
Score: -10397134.000000 Penalty: 5615.066406
	Iteration 31Q: 3 clusters Score -1.039713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 82067 members 
Entering Unmasked Estep 
Score: -10397132.000000 Penalty: 5615.066406
	Iteration 32Q: 3 clusters Score -1.039713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 82069 members 
Entering Unmasked Estep 
Score: -10397138.000000 Penalty: 5615.066406
	Iteration 33Q: 3 clusters Score -1.039714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 82071 members 
Entering Unmasked Estep 
Score: -10397141.000000 Penalty: 5615.066406
	Iteration 34Q: 3 clusters Score -1.039714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 82072 members 
Entering Unmasked Estep 
Score: -10397141.000000 Penalty: 5615.066406
	Iteration 35Q: 3 clusters Score -1.039714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 82072 members 
Entering Unmasked Estep 
Score: -10397141.000000 Penalty: 5615.066406
	Iteration 36F: 3 clusters Score -1.039714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Entering Unmasked Estep 
Score: -1957476.250000 Penalty: 2401.514404
	Iteration 0F: 2 clusters Score -1957476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1945942.125000 Penalty: 4803.028809
	Iteration 0F: 3 clusters Score -1945942 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1949568.500000 Penalty: 4803.028809
	Iteration 1F: 3 clusters Score -1949568 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1949918.125000 Penalty: 4803.028809
	Iteration 2F: 3 clusters Score -1949918 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1950145.375000 Penalty: 4803.028809
	Iteration 3Q: 3 clusters Score -1950145 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1950366.875000 Penalty: 4803.028809
	Iteration 4Q: 3 clusters Score -1950367 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1950559.500000 Penalty: 4803.028809
	Iteration 5Q: 3 clusters Score -1950560 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1950766.500000 Penalty: 4803.028809
	Iteration 6Q: 3 clusters Score -1950766 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1950998.875000 Penalty: 4803.028809
	Iteration 7Q: 3 clusters Score -1950999 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1951266.375000 Penalty: 4803.028809
	Iteration 8Q: 3 clusters Score -1951266 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1951612.875000 Penalty: 4803.028809
	Iteration 9Q: 3 clusters Score -1951613 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1951988.375000 Penalty: 4803.028809
	Iteration 10Q: 3 clusters Score -1951988 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1952402.375000 Penalty: 4803.028809
	Iteration 11Q: 3 clusters Score -1952402 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1952786.125000 Penalty: 4803.028809
	Iteration 12Q: 3 clusters Score -1952786 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1953103.375000 Penalty: 4803.028809
	Iteration 13Q: 3 clusters Score -1953103 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1953343.000000 Penalty: 4803.028809
	Iteration 14Q: 3 clusters Score -1953343 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1953539.125000 Penalty: 4803.028809
	Iteration 15Q: 3 clusters Score -1953539 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1953666.125000 Penalty: 4803.028809
	Iteration 16Q: 3 clusters Score -1953666 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1953756.250000 Penalty: 4803.028809
	Iteration 17Q: 3 clusters Score -1953756 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1953838.750000 Penalty: 4803.028809
	Iteration 18Q: 3 clusters Score -1953839 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1953883.125000 Penalty: 4803.028809
	Iteration 19Q: 3 clusters Score -1953883 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1953917.625000 Penalty: 4803.028809
	Iteration 20F: 3 clusters Score -1953918 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1953949.125000 Penalty: 4803.028809
	Iteration 21Q: 3 clusters Score -1953949 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1953986.875000 Penalty: 4803.028809
	Iteration 22Q: 3 clusters Score -1953987 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1954002.250000 Penalty: 4803.028809
	Iteration 23Q: 3 clusters Score -1954002 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1954027.000000 Penalty: 4803.028809
	Iteration 24Q: 3 clusters Score -1954027 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1954051.625000 Penalty: 4803.028809
	Iteration 25Q: 3 clusters Score -1954052 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1954073.875000 Penalty: 4803.028809
	Iteration 26Q: 3 clusters Score -1954074 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1954094.750000 Penalty: 4803.028809
	Iteration 27Q: 3 clusters Score -1954095 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1954114.000000 Penalty: 4803.028809
	Iteration 28Q: 3 clusters Score -1954114 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1954132.250000 Penalty: 4803.028809
	Iteration 29Q: 3 clusters Score -1954132 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1954153.375000 Penalty: 4803.028809
	Iteration 30Q: 3 clusters Score -1954153 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1954191.125000 Penalty: 4803.028809
	Iteration 31Q: 3 clusters Score -1954191 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1954211.125000 Penalty: 4803.028809
	Iteration 32Q: 3 clusters Score -1954211 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1954232.875000 Penalty: 4803.028809
	Iteration 33Q: 3 clusters Score -1954233 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1954256.375000 Penalty: 4803.028809
	Iteration 34Q: 3 clusters Score -1954256 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1954282.125000 Penalty: 4803.028809
	Iteration 35Q: 3 clusters Score -1954282 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1954302.750000 Penalty: 4803.028809
	Iteration 36Q: 3 clusters Score -1954303 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1954338.250000 Penalty: 4803.028809
	Iteration 37Q: 3 clusters Score -1954338 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1954376.625000 Penalty: 4803.028809
	Iteration 38Q: 3 clusters Score -1954377 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1954411.125000 Penalty: 4803.028809
	Iteration 39Q: 3 clusters Score -1954411 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1954447.250000 Penalty: 4803.028809
	Iteration 40F: 3 clusters Score -1954447 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1954464.625000 Penalty: 4803.028809
	Iteration 41Q: 3 clusters Score -1954465 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1954496.125000 Penalty: 4803.028809
	Iteration 42Q: 3 clusters Score -1954496 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1954512.125000 Penalty: 4803.028809
	Iteration 43Q: 3 clusters Score -1954512 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1954544.250000 Penalty: 4803.028809
	Iteration 44Q: 3 clusters Score -1954544 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1954561.250000 Penalty: 4803.028809
	Iteration 45Q: 3 clusters Score -1954561 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1954572.750000 Penalty: 4803.028809
	Iteration 46Q: 3 clusters Score -1954573 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1954590.875000 Penalty: 4803.028809
	Iteration 47Q: 3 clusters Score -1954591 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1954610.000000 Penalty: 4803.028809
	Iteration 48Q: 3 clusters Score -1954610 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1954625.000000 Penalty: 4803.028809
	Iteration 49Q: 3 clusters Score -1954625 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1954632.625000 Penalty: 4803.028809
	Iteration 50Q: 3 clusters Score -1954633 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1954647.500000 Penalty: 4803.028809
	Iteration 51Q: 3 clusters Score -1954648 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1954658.750000 Penalty: 4803.028809
	Iteration 52Q: 3 clusters Score -1954659 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1954669.000000 Penalty: 4803.028809
	Iteration 53Q: 3 clusters Score -1954669 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1954682.750000 Penalty: 4803.028809
	Iteration 54Q: 3 clusters Score -1954683 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1954695.625000 Penalty: 4803.028809
	Iteration 55Q: 3 clusters Score -1954696 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1954713.500000 Penalty: 4803.028809
	Iteration 56Q: 3 clusters Score -1954714 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1954721.625000 Penalty: 4803.028809
	Iteration 57Q: 3 clusters Score -1954722 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1954731.500000 Penalty: 4803.028809
	Iteration 58Q: 3 clusters Score -1954732 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1954740.125000 Penalty: 4803.028809
	Iteration 59Q: 3 clusters Score -1954740 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1954751.125000 Penalty: 4803.028809
	Iteration 60F: 3 clusters Score -1954751 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1954756.000000 Penalty: 4803.028809
	Iteration 61Q: 3 clusters Score -1954756 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1954767.125000 Penalty: 4803.028809
	Iteration 62Q: 3 clusters Score -1954767 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1954774.250000 Penalty: 4803.028809
	Iteration 63Q: 3 clusters Score -1954774 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1954785.875000 Penalty: 4803.028809
	Iteration 64Q: 3 clusters Score -1954786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1954790.000000 Penalty: 4803.028809
	Iteration 65Q: 3 clusters Score -1954790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1954793.500000 Penalty: 4803.028809
	Iteration 66Q: 3 clusters Score -1954794 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1954805.375000 Penalty: 4803.028809
	Iteration 67Q: 3 clusters Score -1954805 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1954813.000000 Penalty: 4803.028809
	Iteration 68Q: 3 clusters Score -1954813 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1954823.000000 Penalty: 4803.028809
	Iteration 69Q: 3 clusters Score -1954823 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1954826.000000 Penalty: 4803.028809
	Iteration 70Q: 3 clusters Score -1954826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1954835.250000 Penalty: 4803.028809
	Iteration 71Q: 3 clusters Score -1954835 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1954846.000000 Penalty: 4803.028809
	Iteration 72Q: 3 clusters Score -1954846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1954850.750000 Penalty: 4803.028809
	Iteration 73Q: 3 clusters Score -1954851 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1954863.375000 Penalty: 4803.028809
	Iteration 74Q: 3 clusters Score -1954863 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1954871.625000 Penalty: 4803.028809
	Iteration 75Q: 3 clusters Score -1954872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1954873.625000 Penalty: 4803.028809
	Iteration 76Q: 3 clusters Score -1954874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1954889.750000 Penalty: 4803.028809
	Iteration 77Q: 3 clusters Score -1954890 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1954893.875000 Penalty: 4803.028809
	Iteration 78Q: 3 clusters Score -1954894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1954902.625000 Penalty: 4803.028809
	Iteration 79Q: 3 clusters Score -1954903 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1954922.625000 Penalty: 4803.028809
	Iteration 80F: 3 clusters Score -1954923 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1954940.750000 Penalty: 4803.028809
	Iteration 81Q: 3 clusters Score -1954941 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1954959.625000 Penalty: 4803.028809
	Iteration 82Q: 3 clusters Score -1954960 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1954972.625000 Penalty: 4803.028809
	Iteration 83Q: 3 clusters Score -1954973 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1954988.625000 Penalty: 4803.028809
	Iteration 84Q: 3 clusters Score -1954989 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1954996.500000 Penalty: 4803.028809
	Iteration 85Q: 3 clusters Score -1954996 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1955007.500000 Penalty: 4803.028809
	Iteration 86Q: 3 clusters Score -1955008 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1955011.750000 Penalty: 4803.028809
	Iteration 87Q: 3 clusters Score -1955012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1955022.625000 Penalty: 4803.028809
	Iteration 88Q: 3 clusters Score -1955023 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1955035.750000 Penalty: 4803.028809
	Iteration 89Q: 3 clusters Score -1955036 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1955038.750000 Penalty: 4803.028809
	Iteration 90Q: 3 clusters Score -1955039 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1955047.125000 Penalty: 4803.028809
	Iteration 91Q: 3 clusters Score -1955047 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1955062.500000 Penalty: 4803.028809
	Iteration 92Q: 3 clusters Score -1955062 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1955074.000000 Penalty: 4803.028809
	Iteration 93Q: 3 clusters Score -1955074 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1955086.375000 Penalty: 4803.028809
	Iteration 94Q: 3 clusters Score -1955086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1955095.125000 Penalty: 4803.028809
	Iteration 95Q: 3 clusters Score -1955095 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1955099.250000 Penalty: 4803.028809
	Iteration 96Q: 3 clusters Score -1955099 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1955106.875000 Penalty: 4803.028809
	Iteration 97Q: 3 clusters Score -1955107 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1955112.875000 Penalty: 4803.028809
	Iteration 98Q: 3 clusters Score -1955113 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1955117.625000 Penalty: 4803.028809
	Iteration 99Q: 3 clusters Score -1955118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1955127.375000 Penalty: 4803.028809
	Iteration 100F: 3 clusters Score -1955127 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1955136.500000 Penalty: 4803.028809
	Iteration 101Q: 3 clusters Score -1955136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1955138.250000 Penalty: 4803.028809
	Iteration 102Q: 3 clusters Score -1955138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1955147.500000 Penalty: 4803.028809
	Iteration 103Q: 3 clusters Score -1955148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1955152.500000 Penalty: 4803.028809
	Iteration 104Q: 3 clusters Score -1955152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1955158.500000 Penalty: 4803.028809
	Iteration 105Q: 3 clusters Score -1955158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1955157.750000 Penalty: 4803.028809
	Iteration 106Q: 3 clusters Score -1955158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1955163.375000 Penalty: 4803.028809
	Iteration 107Q: 3 clusters Score -1955163 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1955167.125000 Penalty: 4803.028809
	Iteration 108Q: 3 clusters Score -1955167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1955167.875000 Penalty: 4803.028809
	Iteration 109Q: 3 clusters Score -1955168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1955171.000000 Penalty: 4803.028809
	Iteration 110Q: 3 clusters Score -1955171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1955172.750000 Penalty: 4803.028809
	Iteration 111Q: 3 clusters Score -1955173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1955172.375000 Penalty: 4803.028809
	Iteration 112Q: 3 clusters Score -1955172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1955172.750000 Penalty: 4803.028809
	Iteration 113Q: 3 clusters Score -1955173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1955171.500000 Penalty: 4803.028809
	Iteration 114Q: 3 clusters Score -1955172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1955171.750000 Penalty: 4803.028809
	Iteration 115Q: 3 clusters Score -1955172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1955171.750000 Penalty: 4803.028809
	Iteration 116F: 3 clusters Score -1955172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -56927.382812 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -56927.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55384.894531 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -55384.89 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55558.878906 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -55558.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -55621.882812 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -55621.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55645.355469 Penalty: 3079.460693
	Iteration 3Q: 3 clusters Score -55645.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55653.296875 Penalty: 3079.460693
	Iteration 4Q: 3 clusters Score -55653.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55659.605469 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -55659.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55666.406250 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -55666.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55666.406250 Penalty: 3079.460693
	Iteration 7F: 3 clusters Score -55666.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Entering Unmasked Estep 
Score: -2999561.750000 Penalty: 2530.472412
	Iteration 0F: 2 clusters Score -2999562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2980862.000000 Penalty: 5060.944824
	Iteration 0F: 3 clusters Score -2980862 nChanged 12058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2987925.000000 Penalty: 5060.944824
	Iteration 1F: 3 clusters Score -2987925 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2989141.000000 Penalty: 5060.944824
	Iteration 2F: 3 clusters Score -2989141 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2990653.500000 Penalty: 5060.944824
	Iteration 3F: 3 clusters Score -2990654 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2992433.500000 Penalty: 5060.944824
	Iteration 4F: 3 clusters Score -2992434 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2994185.250000 Penalty: 5060.944824
	Iteration 5F: 3 clusters Score -2994185 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2995481.750000 Penalty: 5060.944824
	Iteration 6F: 3 clusters Score -2995482 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2996205.750000 Penalty: 5060.944824
	Iteration 7F: 3 clusters Score -2996206 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2996666.000000 Penalty: 5060.944824
	Iteration 8Q: 3 clusters Score -2996666 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2996971.250000 Penalty: 5060.944824
	Iteration 9Q: 3 clusters Score -2996971 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2997203.000000 Penalty: 5060.944824
	Iteration 10Q: 3 clusters Score -2997203 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2997382.750000 Penalty: 5060.944824
	Iteration 11Q: 3 clusters Score -2997383 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2997575.000000 Penalty: 5060.944824
	Iteration 12Q: 3 clusters Score -2997575 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2997743.750000 Penalty: 5060.944824
	Iteration 13Q: 3 clusters Score -2997744 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2997851.500000 Penalty: 5060.944824
	Iteration 14Q: 3 clusters Score -2997852 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2997961.500000 Penalty: 5060.944824
	Iteration 15Q: 3 clusters Score -2997962 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2998049.750000 Penalty: 5060.944824
	Iteration 16Q: 3 clusters Score -2998050 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2998113.250000 Penalty: 5060.944824
	Iteration 17Q: 3 clusters Score -2998113 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2998176.500000 Penalty: 5060.944824
	Iteration 18Q: 3 clusters Score -2998176 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2998219.250000 Penalty: 5060.944824
	Iteration 19Q: 3 clusters Score -2998219 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2998260.750000 Penalty: 5060.944824
	Iteration 20F: 3 clusters Score -2998261 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2998299.750000 Penalty: 5060.944824
	Iteration 21Q: 3 clusters Score -2998300 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2998325.250000 Penalty: 5060.944824
	Iteration 22Q: 3 clusters Score -2998325 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2998336.000000 Penalty: 5060.944824
	Iteration 23Q: 3 clusters Score -2998336 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2998356.750000 Penalty: 5060.944824
	Iteration 24Q: 3 clusters Score -2998357 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2998364.000000 Penalty: 5060.944824
	Iteration 25Q: 3 clusters Score -2998364 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2998373.750000 Penalty: 5060.944824
	Iteration 26Q: 3 clusters Score -2998374 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2998378.250000 Penalty: 5060.944824
	Iteration 27Q: 3 clusters Score -2998378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2998384.250000 Penalty: 5060.944824
	Iteration 28Q: 3 clusters Score -2998384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2998389.000000 Penalty: 5060.944824
	Iteration 29Q: 3 clusters Score -2998389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2998380.500000 Penalty: 5060.944824
	Iteration 30Q: 3 clusters Score -2998380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2998392.500000 Penalty: 5060.944824
	Iteration 31Q: 3 clusters Score -2998392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2998405.750000 Penalty: 5060.944824
	Iteration 32Q: 3 clusters Score -2998406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2998412.750000 Penalty: 5060.944824
	Iteration 33Q: 3 clusters Score -2998413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2998417.750000 Penalty: 5060.944824
	Iteration 34Q: 3 clusters Score -2998418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2998415.500000 Penalty: 5060.944824
	Iteration 35Q: 3 clusters Score -2998416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2998418.250000 Penalty: 5060.944824
	Iteration 36Q: 3 clusters Score -2998418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2998419.750000 Penalty: 5060.944824
	Iteration 37Q: 3 clusters Score -2998420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2998421.250000 Penalty: 5060.944824
	Iteration 38Q: 3 clusters Score -2998421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2998424.000000 Penalty: 5060.944824
	Iteration 39Q: 3 clusters Score -2998424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2998421.750000 Penalty: 5060.944824
	Iteration 40F: 3 clusters Score -2998422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2998424.750000 Penalty: 5060.944824
	Iteration 41Q: 3 clusters Score -2998425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2998419.000000 Penalty: 5060.944824
	Iteration 42Q: 3 clusters Score -2998419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2998420.250000 Penalty: 5060.944824
	Iteration 43Q: 3 clusters Score -2998420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2998421.000000 Penalty: 5060.944824
	Iteration 44Q: 3 clusters Score -2998421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2998421.000000 Penalty: 5060.944824
	Iteration 45F: 3 clusters Score -2998421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Entering Unmasked Estep 
Score: -2248701.500000 Penalty: 2429.010742
	Iteration 0F: 2 clusters Score -2248702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2235968.250000 Penalty: 4858.021484
	Iteration 0F: 3 clusters Score -2235968 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2240035.000000 Penalty: 4858.021484
	Iteration 1F: 3 clusters Score -2240035 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2240427.750000 Penalty: 4858.021484
	Iteration 2F: 3 clusters Score -2240428 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2240717.750000 Penalty: 4858.021484
	Iteration 3Q: 3 clusters Score -2240718 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2240993.500000 Penalty: 4858.021484
	Iteration 4Q: 3 clusters Score -2240994 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2241243.500000 Penalty: 4858.021484
	Iteration 5Q: 3 clusters Score -2241244 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2241514.000000 Penalty: 4858.021484
	Iteration 6Q: 3 clusters Score -2241514 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2241823.500000 Penalty: 4858.021484
	Iteration 7Q: 3 clusters Score -2241824 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2242243.750000 Penalty: 4858.021484
	Iteration 8Q: 3 clusters Score -2242244 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2242760.750000 Penalty: 4858.021484
	Iteration 9Q: 3 clusters Score -2242761 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2243373.000000 Penalty: 4858.021484
	Iteration 10F: 3 clusters Score -2243373 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2244093.750000 Penalty: 4858.021484
	Iteration 11F: 3 clusters Score -2244094 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2244770.500000 Penalty: 4858.021484
	Iteration 12Q: 3 clusters Score -2244770 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2245378.000000 Penalty: 4858.021484
	Iteration 13Q: 3 clusters Score -2245378 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2245807.250000 Penalty: 4858.021484
	Iteration 14Q: 3 clusters Score -2245807 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2246073.000000 Penalty: 4858.021484
	Iteration 15Q: 3 clusters Score -2246073 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2246236.250000 Penalty: 4858.021484
	Iteration 16Q: 3 clusters Score -2246236 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2246346.750000 Penalty: 4858.021484
	Iteration 17Q: 3 clusters Score -2246347 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2246416.500000 Penalty: 4858.021484
	Iteration 18Q: 3 clusters Score -2246416 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2246470.250000 Penalty: 4858.021484
	Iteration 19Q: 3 clusters Score -2246470 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2246509.750000 Penalty: 4858.021484
	Iteration 20F: 3 clusters Score -2246510 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2246538.250000 Penalty: 4858.021484
	Iteration 21Q: 3 clusters Score -2246538 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2246561.500000 Penalty: 4858.021484
	Iteration 22Q: 3 clusters Score -2246562 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2246594.000000 Penalty: 4858.021484
	Iteration 23Q: 3 clusters Score -2246594 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2246619.000000 Penalty: 4858.021484
	Iteration 24Q: 3 clusters Score -2246619 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2246644.750000 Penalty: 4858.021484
	Iteration 25Q: 3 clusters Score -2246645 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2246673.000000 Penalty: 4858.021484
	Iteration 26Q: 3 clusters Score -2246673 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2246684.000000 Penalty: 4858.021484
	Iteration 27Q: 3 clusters Score -2246684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2246700.000000 Penalty: 4858.021484
	Iteration 28Q: 3 clusters Score -2246700 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2246714.000000 Penalty: 4858.021484
	Iteration 29Q: 3 clusters Score -2246714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2246719.500000 Penalty: 4858.021484
	Iteration 30Q: 3 clusters Score -2246720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2246723.000000 Penalty: 4858.021484
	Iteration 31Q: 3 clusters Score -2246723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2246730.500000 Penalty: 4858.021484
	Iteration 32Q: 3 clusters Score -2246730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2246730.750000 Penalty: 4858.021484
	Iteration 33Q: 3 clusters Score -2246731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2246739.000000 Penalty: 4858.021484
	Iteration 34Q: 3 clusters Score -2246739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2246745.000000 Penalty: 4858.021484
	Iteration 35Q: 3 clusters Score -2246745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2246751.750000 Penalty: 4858.021484
	Iteration 36Q: 3 clusters Score -2246752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2246760.250000 Penalty: 4858.021484
	Iteration 37Q: 3 clusters Score -2246760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2246765.750000 Penalty: 4858.021484
	Iteration 38Q: 3 clusters Score -2246766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2246765.000000 Penalty: 4858.021484
	Iteration 39Q: 3 clusters Score -2246765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2246767.750000 Penalty: 4858.021484
	Iteration 40F: 3 clusters Score -2246768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2246766.500000 Penalty: 4858.021484
	Iteration 41Q: 3 clusters Score -2246766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2246766.000000 Penalty: 4858.021484
	Iteration 42Q: 3 clusters Score -2246766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2246765.000000 Penalty: 4858.021484
	Iteration 43Q: 3 clusters Score -2246765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2246767.750000 Penalty: 4858.021484
	Iteration 44Q: 3 clusters Score -2246768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2246763.750000 Penalty: 4858.021484
	Iteration 45Q: 3 clusters Score -2246764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2246765.500000 Penalty: 4858.021484
	Iteration 46Q: 3 clusters Score -2246766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2246763.000000 Penalty: 4858.021484
	Iteration 47Q: 3 clusters Score -2246763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2246764.750000 Penalty: 4858.021484
	Iteration 48Q: 3 clusters Score -2246765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2246768.000000 Penalty: 4858.021484
	Iteration 49Q: 3 clusters Score -2246768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2246763.750000 Penalty: 4858.021484
	Iteration 50Q: 3 clusters Score -2246764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2246771.000000 Penalty: 4858.021484
	Iteration 51Q: 3 clusters Score -2246771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2246772.000000 Penalty: 4858.021484
	Iteration 52Q: 3 clusters Score -2246772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2246775.750000 Penalty: 4858.021484
	Iteration 53Q: 3 clusters Score -2246776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2246778.500000 Penalty: 4858.021484
	Iteration 54Q: 3 clusters Score -2246778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2246778.500000 Penalty: 4858.021484
	Iteration 55Q: 3 clusters Score -2246778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2246779.250000 Penalty: 4858.021484
	Iteration 56Q: 3 clusters Score -2246779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2246777.250000 Penalty: 4858.021484
	Iteration 57Q: 3 clusters Score -2246777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2246777.250000 Penalty: 4858.021484
	Iteration 58F: 3 clusters Score -2246777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (286602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286602 members 
Entering Unmasked Estep 
Score: -35574616.000000 Penalty: 3116.330566
	Iteration 0F: 2 clusters Score -3.557462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143238 members 
Mstep: Class 2 contains 143364 members 
Entering Unmasked Estep 
Score: -35390788.000000 Penalty: 6232.661133
	Iteration 0F: 3 clusters Score -3.539079e+07 nChanged 139042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141532 members 
Mstep: Class 2 contains 145070 members 
Entering Unmasked Estep 
Score: -35472632.000000 Penalty: 6232.661133
	Iteration 1F: 3 clusters Score -3.547263e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140334 members 
Mstep: Class 2 contains 146268 members 
Entering Unmasked Estep 
Score: -35473400.000000 Penalty: 6232.661133
	Iteration 2Q: 3 clusters Score -3.54734e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138504 members 
Mstep: Class 2 contains 148098 members 
Entering Unmasked Estep 
Score: -35474424.000000 Penalty: 6232.661133
	Iteration 3Q: 3 clusters Score -3.547442e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135583 members 
Mstep: Class 2 contains 151019 members 
Entering Unmasked Estep 
Score: -35475684.000000 Penalty: 6232.661133
	Iteration 4Q: 3 clusters Score -3.547568e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130957 members 
Mstep: Class 2 contains 155645 members 
Entering Unmasked Estep 
Score: -35477260.000000 Penalty: 6232.661133
	Iteration 5Q: 3 clusters Score -3.547726e+07 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123979 members 
Mstep: Class 2 contains 162623 members 
Entering Unmasked Estep 
Score: -35480060.000000 Penalty: 6232.661133
	Iteration 6Q: 3 clusters Score -3.548006e+07 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113480 members 
Mstep: Class 2 contains 173122 members 
Entering Unmasked Estep 
Score: -35484764.000000 Penalty: 6232.661133
	Iteration 7Q: 3 clusters Score -3.548476e+07 nChanged 16362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98516 members 
Mstep: Class 2 contains 188086 members 
Entering Unmasked Estep 
Score: -35493024.000000 Penalty: 6232.661133
	Iteration 8F: 3 clusters Score -3.549302e+07 nChanged 20379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79055 members 
Mstep: Class 2 contains 207547 members 
Entering Unmasked Estep 
Score: -35506172.000000 Penalty: 6232.661133
	Iteration 9F: 3 clusters Score -3.550617e+07 nChanged 22106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57631 members 
Mstep: Class 2 contains 228971 members 
Entering Unmasked Estep 
Score: -35522756.000000 Penalty: 6232.661133
	Iteration 10F: 3 clusters Score -3.552276e+07 nChanged 19198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 247663 members 
Entering Unmasked Estep 
Score: -35539768.000000 Penalty: 6232.661133
	Iteration 11F: 3 clusters Score -3.553977e+07 nChanged 13589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 260890 members 
Entering Unmasked Estep 
Score: -35552448.000000 Penalty: 6232.661133
	Iteration 12Q: 3 clusters Score -3.555245e+07 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 269101 members 
Entering Unmasked Estep 
Score: -35560368.000000 Penalty: 6232.661133
	Iteration 13Q: 3 clusters Score -3.556037e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 274073 members 
Entering Unmasked Estep 
Score: -35564708.000000 Penalty: 6232.661133
	Iteration 14Q: 3 clusters Score -3.556471e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 277270 members 
Entering Unmasked Estep 
Score: -35567224.000000 Penalty: 6232.661133
	Iteration 15Q: 3 clusters Score -3.556722e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 279399 members 
Entering Unmasked Estep 
Score: -35568924.000000 Penalty: 6232.661133
	Iteration 16Q: 3 clusters Score -3.556892e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 280920 members 
Entering Unmasked Estep 
Score: -35569976.000000 Penalty: 6232.661133
	Iteration 17Q: 3 clusters Score -3.556998e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 281927 members 
Entering Unmasked Estep 
Score: -35570672.000000 Penalty: 6232.661133
	Iteration 18Q: 3 clusters Score -3.557067e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 282657 members 
Entering Unmasked Estep 
Score: -35571304.000000 Penalty: 6232.661133
	Iteration 19Q: 3 clusters Score -3.55713e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 283145 members 
Entering Unmasked Estep 
Score: -35571720.000000 Penalty: 6232.661133
	Iteration 20F: 3 clusters Score -3.557172e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 283507 members 
Entering Unmasked Estep 
Score: -35571972.000000 Penalty: 6232.661133
	Iteration 21Q: 3 clusters Score -3.557197e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 283786 members 
Entering Unmasked Estep 
Score: -35572156.000000 Penalty: 6232.661133
	Iteration 22Q: 3 clusters Score -3.557216e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 283971 members 
Entering Unmasked Estep 
Score: -35572332.000000 Penalty: 6232.661133
	Iteration 23Q: 3 clusters Score -3.557233e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 284099 members 
Entering Unmasked Estep 
Score: -35572368.000000 Penalty: 6232.661133
	Iteration 24Q: 3 clusters Score -3.557237e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 284197 members 
Entering Unmasked Estep 
Score: -35572424.000000 Penalty: 6232.661133
	Iteration 25Q: 3 clusters Score -3.557242e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 284279 members 
Entering Unmasked Estep 
Score: -35572508.000000 Penalty: 6232.661133
	Iteration 26Q: 3 clusters Score -3.557251e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 284338 members 
Entering Unmasked Estep 
Score: -35572580.000000 Penalty: 6232.661133
	Iteration 27Q: 3 clusters Score -3.557258e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 284365 members 
Entering Unmasked Estep 
Score: -35572628.000000 Penalty: 6232.661133
	Iteration 28Q: 3 clusters Score -3.557263e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 284409 members 
Entering Unmasked Estep 
Score: -35572692.000000 Penalty: 6232.661133
	Iteration 29Q: 3 clusters Score -3.557269e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 284444 members 
Entering Unmasked Estep 
Score: -35572696.000000 Penalty: 6232.661133
	Iteration 30Q: 3 clusters Score -3.55727e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 284473 members 
Entering Unmasked Estep 
Score: -35572728.000000 Penalty: 6232.661133
	Iteration 31Q: 3 clusters Score -3.557273e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 284493 members 
Entering Unmasked Estep 
Score: -35572768.000000 Penalty: 6232.661133
	Iteration 32Q: 3 clusters Score -3.557277e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 284505 members 
Entering Unmasked Estep 
Score: -35572752.000000 Penalty: 6232.661133
	Iteration 33Q: 3 clusters Score -3.557275e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 284514 members 
Entering Unmasked Estep 
Score: -35572776.000000 Penalty: 6232.661133
	Iteration 34Q: 3 clusters Score -3.557278e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 284536 members 
Entering Unmasked Estep 
Score: -35572844.000000 Penalty: 6232.661133
	Iteration 35Q: 3 clusters Score -3.557284e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 284546 members 
Entering Unmasked Estep 
Score: -35572812.000000 Penalty: 6232.661133
	Iteration 36Q: 3 clusters Score -3.557281e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 284562 members 
Entering Unmasked Estep 
Score: -35572844.000000 Penalty: 6232.661133
	Iteration 37Q: 3 clusters Score -3.557284e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 284565 members 
Entering Unmasked Estep 
Score: -35572824.000000 Penalty: 6232.661133
	Iteration 38Q: 3 clusters Score -3.557282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 284570 members 
Entering Unmasked Estep 
Score: -35572816.000000 Penalty: 6232.661133
	Iteration 39Q: 3 clusters Score -3.557282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 284572 members 
Entering Unmasked Estep 
Score: -35572788.000000 Penalty: 6232.661133
	Iteration 40F: 3 clusters Score -3.557279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 284580 members 
Entering Unmasked Estep 
Score: -35572828.000000 Penalty: 6232.661133
	Iteration 41Q: 3 clusters Score -3.557283e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 284587 members 
Entering Unmasked Estep 
Score: -35572852.000000 Penalty: 6232.661133
	Iteration 42Q: 3 clusters Score -3.557285e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 284595 members 
Entering Unmasked Estep 
Score: -35572816.000000 Penalty: 6232.661133
	Iteration 43Q: 3 clusters Score -3.557282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 284606 members 
Entering Unmasked Estep 
Score: -35572852.000000 Penalty: 6232.661133
	Iteration 44Q: 3 clusters Score -3.557285e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 284618 members 
Entering Unmasked Estep 
Score: -35572860.000000 Penalty: 6232.661133
	Iteration 45Q: 3 clusters Score -3.557286e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 284625 members 
Entering Unmasked Estep 
Score: -35572856.000000 Penalty: 6232.661133
	Iteration 46Q: 3 clusters Score -3.557286e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 284637 members 
Entering Unmasked Estep 
Score: -35572836.000000 Penalty: 6232.661133
	Iteration 47Q: 3 clusters Score -3.557284e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 284654 members 
Entering Unmasked Estep 
Score: -35572860.000000 Penalty: 6232.661133
	Iteration 48Q: 3 clusters Score -3.557286e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 284672 members 
Entering Unmasked Estep 
Score: -35572868.000000 Penalty: 6232.661133
	Iteration 49Q: 3 clusters Score -3.557287e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 284684 members 
Entering Unmasked Estep 
Score: -35572840.000000 Penalty: 6232.661133
	Iteration 50Q: 3 clusters Score -3.557284e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 284696 members 
Entering Unmasked Estep 
Score: -35572852.000000 Penalty: 6232.661133
	Iteration 51Q: 3 clusters Score -3.557285e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 284708 members 
Entering Unmasked Estep 
Score: -35572832.000000 Penalty: 6232.661133
	Iteration 52Q: 3 clusters Score -3.557283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 284713 members 
Entering Unmasked Estep 
Score: -35572848.000000 Penalty: 6232.661133
	Iteration 53Q: 3 clusters Score -3.557285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 284719 members 
Entering Unmasked Estep 
Score: -35572848.000000 Penalty: 6232.661133
	Iteration 54Q: 3 clusters Score -3.557285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 284721 members 
Entering Unmasked Estep 
Score: -35572852.000000 Penalty: 6232.661133
	Iteration 55Q: 3 clusters Score -3.557285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 284722 members 
Entering Unmasked Estep 
Score: -35572864.000000 Penalty: 6232.661133
	Iteration 56Q: 3 clusters Score -3.557286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 284722 members 
Entering Unmasked Estep 
Score: -35572864.000000 Penalty: 6232.661133
	Iteration 57F: 3 clusters Score -3.557286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Entering Unmasked Estep 
Score: -305241.125000 Penalty: 1973.727173
	Iteration 0F: 2 clusters Score -305241.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -302109.312500 Penalty: 3947.454346
	Iteration 0F: 3 clusters Score -302109.3 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -302916.531250 Penalty: 3947.454346
	Iteration 1F: 3 clusters Score -302916.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -303199.531250 Penalty: 3947.454346
	Iteration 2F: 3 clusters Score -303199.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -303356.218750 Penalty: 3947.454346
	Iteration 3F: 3 clusters Score -303356.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -303465.437500 Penalty: 3947.454346
	Iteration 4Q: 3 clusters Score -303465.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -303570.468750 Penalty: 3947.454346
	Iteration 5Q: 3 clusters Score -303570.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -303682.093750 Penalty: 3947.454346
	Iteration 6Q: 3 clusters Score -303682.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -303816.000000 Penalty: 3947.454346
	Iteration 7Q: 3 clusters Score -303816 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -303955.093750 Penalty: 3947.454346
	Iteration 8Q: 3 clusters Score -303955.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -304143.625000 Penalty: 3947.454346
	Iteration 9Q: 3 clusters Score -304143.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -304363.406250 Penalty: 3947.454346
	Iteration 10Q: 3 clusters Score -304363.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -304602.625000 Penalty: 3947.454346
	Iteration 11Q: 3 clusters Score -304602.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -304918.562500 Penalty: 3947.454346
	Iteration 12F: 3 clusters Score -304918.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -305397.187500 Penalty: 3947.454346
	Iteration 13F: 3 clusters Score -305397.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -305840.093750 Penalty: 3947.454346
	Iteration 14Q: 3 clusters Score -305840.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -305969.593750 Penalty: 3947.454346
	Iteration 15Q: 3 clusters Score -305969.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -306004.562500 Penalty: 3947.454346
	Iteration 16Q: 3 clusters Score -306004.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -306021.625000 Penalty: 3947.454346
	Iteration 17Q: 3 clusters Score -306021.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -306034.312500 Penalty: 3947.454346
	Iteration 18Q: 3 clusters Score -306034.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -306035.250000 Penalty: 3947.454346
	Iteration 19Q: 3 clusters Score -306035.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -306035.250000 Penalty: 3947.454346
	Iteration 20F: 3 clusters Score -306035.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 2219 members 
Mstep: Class 4 contains 103528 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 53815 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 82512 members 
Mstep: Class 10 contains 16051 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 26998 members 
Mstep: Class 13 contains 17933 members 
Mstep: Class 14 contains 286602 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 6347 members 
Mstep: Class 18 contains 14322 members 
Mstep: Class 19 contains 270071 members 
Mstep: Class 20 contains 171297 members 
Mstep: Class 21 contains 23881 members 
Mstep: Class 22 contains 37578 members 
Mstep: Class 23 contains 13347 members 
Mstep: Class 24 contains 4154 members 
Mstep: Class 25 contains 84040 members 
Mstep: Class 26 contains 1627 members 
Mstep: Class 27 contains 875 members 
Entering Unmasked Estep 
Score: -154613120.000000 Penalty: 94130.875000
Splitting cluster 15 changes total score from -154612384.000000 to -154613120.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (8610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Entering Unmasked Estep 
Score: -1014421.437500 Penalty: 2247.048584
	Iteration 0F: 2 clusters Score -1014421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1007665.250000 Penalty: 4494.097168
	Iteration 0F: 3 clusters Score -1007665 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1009668.000000 Penalty: 4494.097168
	Iteration 1F: 3 clusters Score -1009668 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1010196.562500 Penalty: 4494.097168
	Iteration 2F: 3 clusters Score -1010197 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1010661.625000 Penalty: 4494.097168
	Iteration 3F: 3 clusters Score -1010662 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1011052.562500 Penalty: 4494.097168
	Iteration 4F: 3 clusters Score -1011053 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1011462.937500 Penalty: 4494.097168
	Iteration 5F: 3 clusters Score -1011463 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1011912.375000 Penalty: 4494.097168
	Iteration 6F: 3 clusters Score -1011912 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1012355.250000 Penalty: 4494.097168
	Iteration 7F: 3 clusters Score -1012355 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1012684.687500 Penalty: 4494.097168
	Iteration 8F: 3 clusters Score -1012685 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1012891.562500 Penalty: 4494.097168
	Iteration 9Q: 3 clusters Score -1012892 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1013013.375000 Penalty: 4494.097168
	Iteration 10Q: 3 clusters Score -1013013 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1013089.500000 Penalty: 4494.097168
	Iteration 11Q: 3 clusters Score -1013090 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1013137.812500 Penalty: 4494.097168
	Iteration 12Q: 3 clusters Score -1013138 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1013182.500000 Penalty: 4494.097168
	Iteration 13Q: 3 clusters Score -1013182 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1013205.125000 Penalty: 4494.097168
	Iteration 14Q: 3 clusters Score -1013205 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1013222.187500 Penalty: 4494.097168
	Iteration 15Q: 3 clusters Score -1013222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1013236.500000 Penalty: 4494.097168
	Iteration 16Q: 3 clusters Score -1013236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1013248.062500 Penalty: 4494.097168
	Iteration 17Q: 3 clusters Score -1013248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1013255.250000 Penalty: 4494.097168
	Iteration 18Q: 3 clusters Score -1013255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1013263.562500 Penalty: 4494.097168
	Iteration 19Q: 3 clusters Score -1013264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1013271.500000 Penalty: 4494.097168
	Iteration 20F: 3 clusters Score -1013272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1013284.875000 Penalty: 4494.097168
	Iteration 21Q: 3 clusters Score -1013285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1013297.125000 Penalty: 4494.097168
	Iteration 22Q: 3 clusters Score -1013297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1013306.000000 Penalty: 4494.097168
	Iteration 23Q: 3 clusters Score -1013306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1013314.437500 Penalty: 4494.097168
	Iteration 24Q: 3 clusters Score -1013314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1013321.687500 Penalty: 4494.097168
	Iteration 25Q: 3 clusters Score -1013322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1013325.625000 Penalty: 4494.097168
	Iteration 26Q: 3 clusters Score -1013326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1013332.000000 Penalty: 4494.097168
	Iteration 27Q: 3 clusters Score -1013332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1013336.437500 Penalty: 4494.097168
	Iteration 28Q: 3 clusters Score -1013336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1013334.812500 Penalty: 4494.097168
	Iteration 29Q: 3 clusters Score -1013335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1013336.875000 Penalty: 4494.097168
	Iteration 30Q: 3 clusters Score -1013337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1013336.000000 Penalty: 4494.097168
	Iteration 31Q: 3 clusters Score -1013336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1013336.687500 Penalty: 4494.097168
	Iteration 32Q: 3 clusters Score -1013337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1013339.375000 Penalty: 4494.097168
	Iteration 33Q: 3 clusters Score -1013339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1013339.687500 Penalty: 4494.097168
	Iteration 34Q: 3 clusters Score -1013340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1013340.500000 Penalty: 4494.097168
	Iteration 35Q: 3 clusters Score -1013340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1013340.500000 Penalty: 4494.097168
	Iteration 36F: 3 clusters Score -1013340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Entering Unmasked Estep 
Score: -763908.312500 Penalty: 2171.422852
	Iteration 0F: 2 clusters Score -763908.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -758567.625000 Penalty: 4342.845703
	Iteration 0F: 3 clusters Score -758567.6 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -760000.562500 Penalty: 4342.845703
	Iteration 1F: 3 clusters Score -760000.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -760320.187500 Penalty: 4342.845703
	Iteration 2F: 3 clusters Score -760320.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -760544.812500 Penalty: 4342.845703
	Iteration 3F: 3 clusters Score -760544.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -760695.375000 Penalty: 4342.845703
	Iteration 4Q: 3 clusters Score -760695.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -760845.625000 Penalty: 4342.845703
	Iteration 5Q: 3 clusters Score -760845.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -761005.562500 Penalty: 4342.845703
	Iteration 6Q: 3 clusters Score -761005.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -761169.062500 Penalty: 4342.845703
	Iteration 7Q: 3 clusters Score -761169.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -761326.437500 Penalty: 4342.845703
	Iteration 8Q: 3 clusters Score -761326.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -761457.500000 Penalty: 4342.845703
	Iteration 9Q: 3 clusters Score -761457.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -761587.062500 Penalty: 4342.845703
	Iteration 10Q: 3 clusters Score -761587.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -761717.062500 Penalty: 4342.845703
	Iteration 11Q: 3 clusters Score -761717.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -761854.250000 Penalty: 4342.845703
	Iteration 12Q: 3 clusters Score -761854.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -761981.625000 Penalty: 4342.845703
	Iteration 13Q: 3 clusters Score -761981.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -762079.562500 Penalty: 4342.845703
	Iteration 14Q: 3 clusters Score -762079.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -762156.500000 Penalty: 4342.845703
	Iteration 15Q: 3 clusters Score -762156.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -762224.000000 Penalty: 4342.845703
	Iteration 16Q: 3 clusters Score -762224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -762267.062500 Penalty: 4342.845703
	Iteration 17Q: 3 clusters Score -762267.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -762291.250000 Penalty: 4342.845703
	Iteration 18Q: 3 clusters Score -762291.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -762313.437500 Penalty: 4342.845703
	Iteration 19Q: 3 clusters Score -762313.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -762333.125000 Penalty: 4342.845703
	Iteration 20F: 3 clusters Score -762333.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -762337.125000 Penalty: 4342.845703
	Iteration 21Q: 3 clusters Score -762337.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -762345.875000 Penalty: 4342.845703
	Iteration 22Q: 3 clusters Score -762345.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -762355.687500 Penalty: 4342.845703
	Iteration 23Q: 3 clusters Score -762355.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -762362.437500 Penalty: 4342.845703
	Iteration 24Q: 3 clusters Score -762362.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -762368.937500 Penalty: 4342.845703
	Iteration 25Q: 3 clusters Score -762368.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -762372.375000 Penalty: 4342.845703
	Iteration 26Q: 3 clusters Score -762372.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -762377.812500 Penalty: 4342.845703
	Iteration 27Q: 3 clusters Score -762377.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -762380.875000 Penalty: 4342.845703
	Iteration 28Q: 3 clusters Score -762380.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -762382.000000 Penalty: 4342.845703
	Iteration 29Q: 3 clusters Score -762382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -762384.562500 Penalty: 4342.845703
	Iteration 30Q: 3 clusters Score -762384.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -762385.625000 Penalty: 4342.845703
	Iteration 31Q: 3 clusters Score -762385.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -762385.625000 Penalty: 4342.845703
	Iteration 32F: 3 clusters Score -762385.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Entering Unmasked Estep 
Score: -1773448.000000 Penalty: 2373.249023
	Iteration 0F: 2 clusters Score -1773448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1763008.500000 Penalty: 4746.498047
	Iteration 0F: 3 clusters Score -1763008 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1766272.500000 Penalty: 4746.498047
	Iteration 1F: 3 clusters Score -1766272 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1766568.125000 Penalty: 4746.498047
	Iteration 2F: 3 clusters Score -1766568 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1766803.250000 Penalty: 4746.498047
	Iteration 3Q: 3 clusters Score -1766803 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1767015.250000 Penalty: 4746.498047
	Iteration 4Q: 3 clusters Score -1767015 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1767201.125000 Penalty: 4746.498047
	Iteration 5Q: 3 clusters Score -1767201 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1767361.375000 Penalty: 4746.498047
	Iteration 6Q: 3 clusters Score -1767361 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1767518.125000 Penalty: 4746.498047
	Iteration 7Q: 3 clusters Score -1767518 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1767677.625000 Penalty: 4746.498047
	Iteration 8Q: 3 clusters Score -1767678 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1767878.875000 Penalty: 4746.498047
	Iteration 9Q: 3 clusters Score -1767879 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1768095.000000 Penalty: 4746.498047
	Iteration 10Q: 3 clusters Score -1768095 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1768326.625000 Penalty: 4746.498047
	Iteration 11Q: 3 clusters Score -1768327 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1768575.875000 Penalty: 4746.498047
	Iteration 12Q: 3 clusters Score -1768576 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1768849.250000 Penalty: 4746.498047
	Iteration 13Q: 3 clusters Score -1768849 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1769138.250000 Penalty: 4746.498047
	Iteration 14Q: 3 clusters Score -1769138 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1769387.250000 Penalty: 4746.498047
	Iteration 15Q: 3 clusters Score -1769387 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1769607.625000 Penalty: 4746.498047
	Iteration 16Q: 3 clusters Score -1769608 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1769783.125000 Penalty: 4746.498047
	Iteration 17Q: 3 clusters Score -1769783 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1769958.500000 Penalty: 4746.498047
	Iteration 18Q: 3 clusters Score -1769958 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1770086.250000 Penalty: 4746.498047
	Iteration 19Q: 3 clusters Score -1770086 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1770171.625000 Penalty: 4746.498047
	Iteration 20F: 3 clusters Score -1770172 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1770270.375000 Penalty: 4746.498047
	Iteration 21Q: 3 clusters Score -1770270 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1770362.375000 Penalty: 4746.498047
	Iteration 22Q: 3 clusters Score -1770362 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1770447.125000 Penalty: 4746.498047
	Iteration 23Q: 3 clusters Score -1770447 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1770518.250000 Penalty: 4746.498047
	Iteration 24Q: 3 clusters Score -1770518 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1770575.375000 Penalty: 4746.498047
	Iteration 25Q: 3 clusters Score -1770575 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1770647.125000 Penalty: 4746.498047
	Iteration 26Q: 3 clusters Score -1770647 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1770709.750000 Penalty: 4746.498047
	Iteration 27Q: 3 clusters Score -1770710 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1770782.250000 Penalty: 4746.498047
	Iteration 28Q: 3 clusters Score -1770782 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1770853.500000 Penalty: 4746.498047
	Iteration 29Q: 3 clusters Score -1770854 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1770902.375000 Penalty: 4746.498047
	Iteration 30Q: 3 clusters Score -1770902 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1770948.750000 Penalty: 4746.498047
	Iteration 31Q: 3 clusters Score -1770949 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1771002.875000 Penalty: 4746.498047
	Iteration 32Q: 3 clusters Score -1771003 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1771055.250000 Penalty: 4746.498047
	Iteration 33Q: 3 clusters Score -1771055 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1771094.250000 Penalty: 4746.498047
	Iteration 34Q: 3 clusters Score -1771094 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1771145.375000 Penalty: 4746.498047
	Iteration 35Q: 3 clusters Score -1771145 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1771196.875000 Penalty: 4746.498047
	Iteration 36Q: 3 clusters Score -1771197 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1771252.625000 Penalty: 4746.498047
	Iteration 37Q: 3 clusters Score -1771253 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1771293.375000 Penalty: 4746.498047
	Iteration 38Q: 3 clusters Score -1771293 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1771330.625000 Penalty: 4746.498047
	Iteration 39Q: 3 clusters Score -1771331 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1771359.000000 Penalty: 4746.498047
	Iteration 40F: 3 clusters Score -1771359 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1771380.250000 Penalty: 4746.498047
	Iteration 41Q: 3 clusters Score -1771380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1771393.750000 Penalty: 4746.498047
	Iteration 42Q: 3 clusters Score -1771394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1771406.625000 Penalty: 4746.498047
	Iteration 43Q: 3 clusters Score -1771407 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1771419.625000 Penalty: 4746.498047
	Iteration 44Q: 3 clusters Score -1771420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1771428.875000 Penalty: 4746.498047
	Iteration 45Q: 3 clusters Score -1771429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1771439.750000 Penalty: 4746.498047
	Iteration 46Q: 3 clusters Score -1771440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1771451.250000 Penalty: 4746.498047
	Iteration 47Q: 3 clusters Score -1771451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1771454.250000 Penalty: 4746.498047
	Iteration 48Q: 3 clusters Score -1771454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1771465.250000 Penalty: 4746.498047
	Iteration 49Q: 3 clusters Score -1771465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1771475.500000 Penalty: 4746.498047
	Iteration 50Q: 3 clusters Score -1771476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1771481.875000 Penalty: 4746.498047
	Iteration 51Q: 3 clusters Score -1771482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1771497.000000 Penalty: 4746.498047
	Iteration 52Q: 3 clusters Score -1771497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1771509.250000 Penalty: 4746.498047
	Iteration 53Q: 3 clusters Score -1771509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1771517.000000 Penalty: 4746.498047
	Iteration 54Q: 3 clusters Score -1771517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1771524.000000 Penalty: 4746.498047
	Iteration 55Q: 3 clusters Score -1771524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1771531.875000 Penalty: 4746.498047
	Iteration 56Q: 3 clusters Score -1771532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1771538.625000 Penalty: 4746.498047
	Iteration 57Q: 3 clusters Score -1771539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1771543.625000 Penalty: 4746.498047
	Iteration 58Q: 3 clusters Score -1771544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1771547.125000 Penalty: 4746.498047
	Iteration 59Q: 3 clusters Score -1771547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1771552.750000 Penalty: 4746.498047
	Iteration 60F: 3 clusters Score -1771553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1771556.250000 Penalty: 4746.498047
	Iteration 61Q: 3 clusters Score -1771556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1771564.875000 Penalty: 4746.498047
	Iteration 62Q: 3 clusters Score -1771565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1771570.750000 Penalty: 4746.498047
	Iteration 63Q: 3 clusters Score -1771571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1771573.125000 Penalty: 4746.498047
	Iteration 64Q: 3 clusters Score -1771573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1771576.375000 Penalty: 4746.498047
	Iteration 65Q: 3 clusters Score -1771576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1771576.500000 Penalty: 4746.498047
	Iteration 66Q: 3 clusters Score -1771576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1771576.500000 Penalty: 4746.498047
	Iteration 67F: 3 clusters Score -1771576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (270071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270071 members 
Entering Unmasked Estep 
Score: -33509400.000000 Penalty: 3101.597168
	Iteration 0F: 2 clusters Score -3.35094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134823 members 
Mstep: Class 2 contains 135248 members 
Entering Unmasked Estep 
Score: -33333056.000000 Penalty: 6203.194336
	Iteration 0F: 3 clusters Score -3.333306e+07 nChanged 130870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131687 members 
Mstep: Class 2 contains 138384 members 
Entering Unmasked Estep 
Score: -33410900.000000 Penalty: 6203.194336
	Iteration 1F: 3 clusters Score -3.34109e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129948 members 
Mstep: Class 2 contains 140123 members 
Entering Unmasked Estep 
Score: -33412830.000000 Penalty: 6203.194336
	Iteration 2Q: 3 clusters Score -3.341283e+07 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127277 members 
Mstep: Class 2 contains 142794 members 
Entering Unmasked Estep 
Score: -33415826.000000 Penalty: 6203.194336
	Iteration 3Q: 3 clusters Score -3.341583e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123595 members 
Mstep: Class 2 contains 146476 members 
Entering Unmasked Estep 
Score: -33419844.000000 Penalty: 6203.194336
	Iteration 4Q: 3 clusters Score -3.341984e+07 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118662 members 
Mstep: Class 2 contains 151409 members 
Entering Unmasked Estep 
Score: -33426376.000000 Penalty: 6203.194336
	Iteration 5Q: 3 clusters Score -3.342638e+07 nChanged 13778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113114 members 
Mstep: Class 2 contains 156957 members 
Entering Unmasked Estep 
Score: -33435618.000000 Penalty: 6203.194336
	Iteration 6F: 3 clusters Score -3.343562e+07 nChanged 15980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107426 members 
Mstep: Class 2 contains 162645 members 
Entering Unmasked Estep 
Score: -33447256.000000 Penalty: 6203.194336
	Iteration 7F: 3 clusters Score -3.344726e+07 nChanged 17290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103442 members 
Mstep: Class 2 contains 166629 members 
Entering Unmasked Estep 
Score: -33459866.000000 Penalty: 6203.194336
	Iteration 8F: 3 clusters Score -3.345987e+07 nChanged 17240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101864 members 
Mstep: Class 2 contains 168207 members 
Entering Unmasked Estep 
Score: -33471964.000000 Penalty: 6203.194336
	Iteration 9F: 3 clusters Score -3.347196e+07 nChanged 15060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102076 members 
Mstep: Class 2 contains 167995 members 
Entering Unmasked Estep 
Score: -33480224.000000 Penalty: 6203.194336
	Iteration 10F: 3 clusters Score -3.348022e+07 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102910 members 
Mstep: Class 2 contains 167161 members 
Entering Unmasked Estep 
Score: -33483990.000000 Penalty: 6203.194336
	Iteration 11Q: 3 clusters Score -3.348399e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103549 members 
Mstep: Class 2 contains 166522 members 
Entering Unmasked Estep 
Score: -33486026.000000 Penalty: 6203.194336
	Iteration 12Q: 3 clusters Score -3.348603e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104235 members 
Mstep: Class 2 contains 165836 members 
Entering Unmasked Estep 
Score: -33487560.000000 Penalty: 6203.194336
	Iteration 13Q: 3 clusters Score -3.348756e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105019 members 
Mstep: Class 2 contains 165052 members 
Entering Unmasked Estep 
Score: -33488938.000000 Penalty: 6203.194336
	Iteration 14Q: 3 clusters Score -3.348894e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105903 members 
Mstep: Class 2 contains 164168 members 
Entering Unmasked Estep 
Score: -33490352.000000 Penalty: 6203.194336
	Iteration 15Q: 3 clusters Score -3.349035e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106916 members 
Mstep: Class 2 contains 163155 members 
Entering Unmasked Estep 
Score: -33491716.000000 Penalty: 6203.194336
	Iteration 16Q: 3 clusters Score -3.349172e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107866 members 
Mstep: Class 2 contains 162205 members 
Entering Unmasked Estep 
Score: -33492822.000000 Penalty: 6203.194336
	Iteration 17Q: 3 clusters Score -3.349282e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108824 members 
Mstep: Class 2 contains 161247 members 
Entering Unmasked Estep 
Score: -33493844.000000 Penalty: 6203.194336
	Iteration 18Q: 3 clusters Score -3.349384e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109614 members 
Mstep: Class 2 contains 160457 members 
Entering Unmasked Estep 
Score: -33494596.000000 Penalty: 6203.194336
	Iteration 19Q: 3 clusters Score -3.34946e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110266 members 
Mstep: Class 2 contains 159805 members 
Entering Unmasked Estep 
Score: -33495324.000000 Penalty: 6203.194336
	Iteration 20F: 3 clusters Score -3.349532e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110585 members 
Mstep: Class 2 contains 159486 members 
Entering Unmasked Estep 
Score: -33495896.000000 Penalty: 6203.194336
	Iteration 21Q: 3 clusters Score -3.34959e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110644 members 
Mstep: Class 2 contains 159427 members 
Entering Unmasked Estep 
Score: -33496110.000000 Penalty: 6203.194336
	Iteration 22Q: 3 clusters Score -3.349611e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110632 members 
Mstep: Class 2 contains 159439 members 
Entering Unmasked Estep 
Score: -33496504.000000 Penalty: 6203.194336
	Iteration 23Q: 3 clusters Score -3.34965e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110455 members 
Mstep: Class 2 contains 159616 members 
Entering Unmasked Estep 
Score: -33496746.000000 Penalty: 6203.194336
	Iteration 24Q: 3 clusters Score -3.349675e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110276 members 
Mstep: Class 2 contains 159795 members 
Entering Unmasked Estep 
Score: -33496826.000000 Penalty: 6203.194336
	Iteration 25Q: 3 clusters Score -3.349683e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110149 members 
Mstep: Class 2 contains 159922 members 
Entering Unmasked Estep 
Score: -33496962.000000 Penalty: 6203.194336
	Iteration 26Q: 3 clusters Score -3.349696e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109979 members 
Mstep: Class 2 contains 160092 members 
Entering Unmasked Estep 
Score: -33497016.000000 Penalty: 6203.194336
	Iteration 27Q: 3 clusters Score -3.349702e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109833 members 
Mstep: Class 2 contains 160238 members 
Entering Unmasked Estep 
Score: -33497038.000000 Penalty: 6203.194336
	Iteration 28Q: 3 clusters Score -3.349704e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109678 members 
Mstep: Class 2 contains 160393 members 
Entering Unmasked Estep 
Score: -33497054.000000 Penalty: 6203.194336
	Iteration 29Q: 3 clusters Score -3.349705e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109499 members 
Mstep: Class 2 contains 160572 members 
Entering Unmasked Estep 
Score: -33497034.000000 Penalty: 6203.194336
	Iteration 30Q: 3 clusters Score -3.349703e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109382 members 
Mstep: Class 2 contains 160689 members 
Entering Unmasked Estep 
Score: -33497094.000000 Penalty: 6203.194336
	Iteration 31Q: 3 clusters Score -3.349709e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109214 members 
Mstep: Class 2 contains 160857 members 
Entering Unmasked Estep 
Score: -33497048.000000 Penalty: 6203.194336
	Iteration 32Q: 3 clusters Score -3.349705e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109025 members 
Mstep: Class 2 contains 161046 members 
Entering Unmasked Estep 
Score: -33497084.000000 Penalty: 6203.194336
	Iteration 33Q: 3 clusters Score -3.349708e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108803 members 
Mstep: Class 2 contains 161268 members 
Entering Unmasked Estep 
Score: -33497062.000000 Penalty: 6203.194336
	Iteration 34Q: 3 clusters Score -3.349706e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108559 members 
Mstep: Class 2 contains 161512 members 
Entering Unmasked Estep 
Score: -33497028.000000 Penalty: 6203.194336
	Iteration 35Q: 3 clusters Score -3.349703e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108322 members 
Mstep: Class 2 contains 161749 members 
Entering Unmasked Estep 
Score: -33497048.000000 Penalty: 6203.194336
	Iteration 36Q: 3 clusters Score -3.349705e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108142 members 
Mstep: Class 2 contains 161929 members 
Entering Unmasked Estep 
Score: -33497036.000000 Penalty: 6203.194336
	Iteration 37Q: 3 clusters Score -3.349704e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107991 members 
Mstep: Class 2 contains 162080 members 
Entering Unmasked Estep 
Score: -33496972.000000 Penalty: 6203.194336
	Iteration 38Q: 3 clusters Score -3.349697e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107843 members 
Mstep: Class 2 contains 162228 members 
Entering Unmasked Estep 
Score: -33496976.000000 Penalty: 6203.194336
	Iteration 39Q: 3 clusters Score -3.349698e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107722 members 
Mstep: Class 2 contains 162349 members 
Entering Unmasked Estep 
Score: -33496944.000000 Penalty: 6203.194336
	Iteration 40F: 3 clusters Score -3.349694e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107633 members 
Mstep: Class 2 contains 162438 members 
Entering Unmasked Estep 
Score: -33496940.000000 Penalty: 6203.194336
	Iteration 41Q: 3 clusters Score -3.349694e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107547 members 
Mstep: Class 2 contains 162524 members 
Entering Unmasked Estep 
Score: -33496946.000000 Penalty: 6203.194336
	Iteration 42Q: 3 clusters Score -3.349695e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107456 members 
Mstep: Class 2 contains 162615 members 
Entering Unmasked Estep 
Score: -33496958.000000 Penalty: 6203.194336
	Iteration 43Q: 3 clusters Score -3.349696e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107373 members 
Mstep: Class 2 contains 162698 members 
Entering Unmasked Estep 
Score: -33496958.000000 Penalty: 6203.194336
	Iteration 44Q: 3 clusters Score -3.349696e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107280 members 
Mstep: Class 2 contains 162791 members 
Entering Unmasked Estep 
Score: -33496958.000000 Penalty: 6203.194336
	Iteration 45Q: 3 clusters Score -3.349696e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107195 members 
Mstep: Class 2 contains 162876 members 
Entering Unmasked Estep 
Score: -33496960.000000 Penalty: 6203.194336
	Iteration 46Q: 3 clusters Score -3.349696e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107121 members 
Mstep: Class 2 contains 162950 members 
Entering Unmasked Estep 
Score: -33496996.000000 Penalty: 6203.194336
	Iteration 47Q: 3 clusters Score -3.3497e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107042 members 
Mstep: Class 2 contains 163029 members 
Entering Unmasked Estep 
Score: -33496990.000000 Penalty: 6203.194336
	Iteration 48Q: 3 clusters Score -3.349699e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106968 members 
Mstep: Class 2 contains 163103 members 
Entering Unmasked Estep 
Score: -33497004.000000 Penalty: 6203.194336
	Iteration 49Q: 3 clusters Score -3.3497e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106923 members 
Mstep: Class 2 contains 163148 members 
Entering Unmasked Estep 
Score: -33497036.000000 Penalty: 6203.194336
	Iteration 50Q: 3 clusters Score -3.349704e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106870 members 
Mstep: Class 2 contains 163201 members 
Entering Unmasked Estep 
Score: -33497076.000000 Penalty: 6203.194336
	Iteration 51Q: 3 clusters Score -3.349708e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106811 members 
Mstep: Class 2 contains 163260 members 
Entering Unmasked Estep 
Score: -33497054.000000 Penalty: 6203.194336
	Iteration 52Q: 3 clusters Score -3.349705e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106746 members 
Mstep: Class 2 contains 163325 members 
Entering Unmasked Estep 
Score: -33497070.000000 Penalty: 6203.194336
	Iteration 53Q: 3 clusters Score -3.349707e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106678 members 
Mstep: Class 2 contains 163393 members 
Entering Unmasked Estep 
Score: -33497032.000000 Penalty: 6203.194336
	Iteration 54Q: 3 clusters Score -3.349703e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106620 members 
Mstep: Class 2 contains 163451 members 
Entering Unmasked Estep 
Score: -33497000.000000 Penalty: 6203.194336
	Iteration 55Q: 3 clusters Score -3.3497e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106570 members 
Mstep: Class 2 contains 163501 members 
Entering Unmasked Estep 
Score: -33497016.000000 Penalty: 6203.194336
	Iteration 56Q: 3 clusters Score -3.349702e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106521 members 
Mstep: Class 2 contains 163550 members 
Entering Unmasked Estep 
Score: -33497004.000000 Penalty: 6203.194336
	Iteration 57Q: 3 clusters Score -3.3497e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106476 members 
Mstep: Class 2 contains 163595 members 
Entering Unmasked Estep 
Score: -33497038.000000 Penalty: 6203.194336
	Iteration 58Q: 3 clusters Score -3.349704e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106436 members 
Mstep: Class 2 contains 163635 members 
Entering Unmasked Estep 
Score: -33497010.000000 Penalty: 6203.194336
	Iteration 59Q: 3 clusters Score -3.349701e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106392 members 
Mstep: Class 2 contains 163679 members 
Entering Unmasked Estep 
Score: -33497010.000000 Penalty: 6203.194336
	Iteration 60F: 3 clusters Score -3.349701e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106347 members 
Mstep: Class 2 contains 163724 members 
Entering Unmasked Estep 
Score: -33497002.000000 Penalty: 6203.194336
	Iteration 61Q: 3 clusters Score -3.3497e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106267 members 
Mstep: Class 2 contains 163804 members 
Entering Unmasked Estep 
Score: -33497024.000000 Penalty: 6203.194336
	Iteration 62Q: 3 clusters Score -3.349702e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106194 members 
Mstep: Class 2 contains 163877 members 
Entering Unmasked Estep 
Score: -33496970.000000 Penalty: 6203.194336
	Iteration 63Q: 3 clusters Score -3.349697e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106098 members 
Mstep: Class 2 contains 163973 members 
Entering Unmasked Estep 
Score: -33496974.000000 Penalty: 6203.194336
	Iteration 64Q: 3 clusters Score -3.349697e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106027 members 
Mstep: Class 2 contains 164044 members 
Entering Unmasked Estep 
Score: -33496994.000000 Penalty: 6203.194336
	Iteration 65Q: 3 clusters Score -3.349699e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105956 members 
Mstep: Class 2 contains 164115 members 
Entering Unmasked Estep 
Score: -33496972.000000 Penalty: 6203.194336
	Iteration 66Q: 3 clusters Score -3.349697e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105846 members 
Mstep: Class 2 contains 164225 members 
Entering Unmasked Estep 
Score: -33497004.000000 Penalty: 6203.194336
	Iteration 67Q: 3 clusters Score -3.3497e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105709 members 
Mstep: Class 2 contains 164362 members 
Entering Unmasked Estep 
Score: -33497010.000000 Penalty: 6203.194336
	Iteration 68Q: 3 clusters Score -3.349701e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105601 members 
Mstep: Class 2 contains 164470 members 
Entering Unmasked Estep 
Score: -33497008.000000 Penalty: 6203.194336
	Iteration 69Q: 3 clusters Score -3.349701e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105487 members 
Mstep: Class 2 contains 164584 members 
Entering Unmasked Estep 
Score: -33496986.000000 Penalty: 6203.194336
	Iteration 70Q: 3 clusters Score -3.349699e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105388 members 
Mstep: Class 2 contains 164683 members 
Entering Unmasked Estep 
Score: -33496966.000000 Penalty: 6203.194336
	Iteration 71Q: 3 clusters Score -3.349697e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105313 members 
Mstep: Class 2 contains 164758 members 
Entering Unmasked Estep 
Score: -33496992.000000 Penalty: 6203.194336
	Iteration 72Q: 3 clusters Score -3.349699e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105235 members 
Mstep: Class 2 contains 164836 members 
Entering Unmasked Estep 
Score: -33496970.000000 Penalty: 6203.194336
	Iteration 73Q: 3 clusters Score -3.349697e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105159 members 
Mstep: Class 2 contains 164912 members 
Entering Unmasked Estep 
Score: -33496992.000000 Penalty: 6203.194336
	Iteration 74Q: 3 clusters Score -3.349699e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105091 members 
Mstep: Class 2 contains 164980 members 
Entering Unmasked Estep 
Score: -33497016.000000 Penalty: 6203.194336
	Iteration 75Q: 3 clusters Score -3.349702e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105042 members 
Mstep: Class 2 contains 165029 members 
Entering Unmasked Estep 
Score: -33497002.000000 Penalty: 6203.194336
	Iteration 76Q: 3 clusters Score -3.3497e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104993 members 
Mstep: Class 2 contains 165078 members 
Entering Unmasked Estep 
Score: -33496974.000000 Penalty: 6203.194336
	Iteration 77Q: 3 clusters Score -3.349697e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104946 members 
Mstep: Class 2 contains 165125 members 
Entering Unmasked Estep 
Score: -33496994.000000 Penalty: 6203.194336
	Iteration 78Q: 3 clusters Score -3.349699e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104894 members 
Mstep: Class 2 contains 165177 members 
Entering Unmasked Estep 
Score: -33496978.000000 Penalty: 6203.194336
	Iteration 79Q: 3 clusters Score -3.349698e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104828 members 
Mstep: Class 2 contains 165243 members 
Entering Unmasked Estep 
Score: -33496962.000000 Penalty: 6203.194336
	Iteration 80F: 3 clusters Score -3.349696e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104763 members 
Mstep: Class 2 contains 165308 members 
Entering Unmasked Estep 
Score: -33496970.000000 Penalty: 6203.194336
	Iteration 81Q: 3 clusters Score -3.349697e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104712 members 
Mstep: Class 2 contains 165359 members 
Entering Unmasked Estep 
Score: -33496968.000000 Penalty: 6203.194336
	Iteration 82Q: 3 clusters Score -3.349697e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104664 members 
Mstep: Class 2 contains 165407 members 
Entering Unmasked Estep 
Score: -33496950.000000 Penalty: 6203.194336
	Iteration 83Q: 3 clusters Score -3.349695e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104608 members 
Mstep: Class 2 contains 165463 members 
Entering Unmasked Estep 
Score: -33496932.000000 Penalty: 6203.194336
	Iteration 84Q: 3 clusters Score -3.349693e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104548 members 
Mstep: Class 2 contains 165523 members 
Entering Unmasked Estep 
Score: -33496946.000000 Penalty: 6203.194336
	Iteration 85Q: 3 clusters Score -3.349695e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104505 members 
Mstep: Class 2 contains 165566 members 
Entering Unmasked Estep 
Score: -33496984.000000 Penalty: 6203.194336
	Iteration 86Q: 3 clusters Score -3.349698e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104447 members 
Mstep: Class 2 contains 165624 members 
Entering Unmasked Estep 
Score: -33496962.000000 Penalty: 6203.194336
	Iteration 87Q: 3 clusters Score -3.349696e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104394 members 
Mstep: Class 2 contains 165677 members 
Entering Unmasked Estep 
Score: -33496986.000000 Penalty: 6203.194336
	Iteration 88Q: 3 clusters Score -3.349699e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104317 members 
Mstep: Class 2 contains 165754 members 
Entering Unmasked Estep 
Score: -33496960.000000 Penalty: 6203.194336
	Iteration 89Q: 3 clusters Score -3.349696e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104215 members 
Mstep: Class 2 contains 165856 members 
Entering Unmasked Estep 
Score: -33496956.000000 Penalty: 6203.194336
	Iteration 90Q: 3 clusters Score -3.349696e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104118 members 
Mstep: Class 2 contains 165953 members 
Entering Unmasked Estep 
Score: -33496944.000000 Penalty: 6203.194336
	Iteration 91Q: 3 clusters Score -3.349694e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104014 members 
Mstep: Class 2 contains 166057 members 
Entering Unmasked Estep 
Score: -33496928.000000 Penalty: 6203.194336
	Iteration 92Q: 3 clusters Score -3.349693e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103900 members 
Mstep: Class 2 contains 166171 members 
Entering Unmasked Estep 
Score: -33496930.000000 Penalty: 6203.194336
	Iteration 93Q: 3 clusters Score -3.349693e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103781 members 
Mstep: Class 2 contains 166290 members 
Entering Unmasked Estep 
Score: -33496900.000000 Penalty: 6203.194336
	Iteration 94Q: 3 clusters Score -3.34969e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103703 members 
Mstep: Class 2 contains 166368 members 
Entering Unmasked Estep 
Score: -33496904.000000 Penalty: 6203.194336
	Iteration 95Q: 3 clusters Score -3.34969e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103643 members 
Mstep: Class 2 contains 166428 members 
Entering Unmasked Estep 
Score: -33496904.000000 Penalty: 6203.194336
	Iteration 96Q: 3 clusters Score -3.34969e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103568 members 
Mstep: Class 2 contains 166503 members 
Entering Unmasked Estep 
Score: -33496876.000000 Penalty: 6203.194336
	Iteration 97Q: 3 clusters Score -3.349688e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103479 members 
Mstep: Class 2 contains 166592 members 
Entering Unmasked Estep 
Score: -33496850.000000 Penalty: 6203.194336
	Iteration 98Q: 3 clusters Score -3.349685e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103393 members 
Mstep: Class 2 contains 166678 members 
Entering Unmasked Estep 
Score: -33496856.000000 Penalty: 6203.194336
	Iteration 99Q: 3 clusters Score -3.349686e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103324 members 
Mstep: Class 2 contains 166747 members 
Entering Unmasked Estep 
Score: -33496864.000000 Penalty: 6203.194336
	Iteration 100F: 3 clusters Score -3.349686e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103264 members 
Mstep: Class 2 contains 166807 members 
Entering Unmasked Estep 
Score: -33496914.000000 Penalty: 6203.194336
	Iteration 101Q: 3 clusters Score -3.349691e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103201 members 
Mstep: Class 2 contains 166870 members 
Entering Unmasked Estep 
Score: -33496894.000000 Penalty: 6203.194336
	Iteration 102Q: 3 clusters Score -3.349689e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103103 members 
Mstep: Class 2 contains 166968 members 
Entering Unmasked Estep 
Score: -33496882.000000 Penalty: 6203.194336
	Iteration 103Q: 3 clusters Score -3.349688e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103009 members 
Mstep: Class 2 contains 167062 members 
Entering Unmasked Estep 
Score: -33496870.000000 Penalty: 6203.194336
	Iteration 104Q: 3 clusters Score -3.349687e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102927 members 
Mstep: Class 2 contains 167144 members 
Entering Unmasked Estep 
Score: -33496832.000000 Penalty: 6203.194336
	Iteration 105Q: 3 clusters Score -3.349683e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102856 members 
Mstep: Class 2 contains 167215 members 
Entering Unmasked Estep 
Score: -33496840.000000 Penalty: 6203.194336
	Iteration 106Q: 3 clusters Score -3.349684e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102802 members 
Mstep: Class 2 contains 167269 members 
Entering Unmasked Estep 
Score: -33496808.000000 Penalty: 6203.194336
	Iteration 107Q: 3 clusters Score -3.349681e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102742 members 
Mstep: Class 2 contains 167329 members 
Entering Unmasked Estep 
Score: -33496850.000000 Penalty: 6203.194336
	Iteration 108Q: 3 clusters Score -3.349685e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102628 members 
Mstep: Class 2 contains 167443 members 
Entering Unmasked Estep 
Score: -33496808.000000 Penalty: 6203.194336
	Iteration 109Q: 3 clusters Score -3.349681e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102540 members 
Mstep: Class 2 contains 167531 members 
Entering Unmasked Estep 
Score: -33496848.000000 Penalty: 6203.194336
	Iteration 110Q: 3 clusters Score -3.349685e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102442 members 
Mstep: Class 2 contains 167629 members 
Entering Unmasked Estep 
Score: -33496822.000000 Penalty: 6203.194336
	Iteration 111Q: 3 clusters Score -3.349682e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102336 members 
Mstep: Class 2 contains 167735 members 
Entering Unmasked Estep 
Score: -33496810.000000 Penalty: 6203.194336
	Iteration 112Q: 3 clusters Score -3.349681e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102191 members 
Mstep: Class 2 contains 167880 members 
Entering Unmasked Estep 
Score: -33496750.000000 Penalty: 6203.194336
	Iteration 113Q: 3 clusters Score -3.349675e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102033 members 
Mstep: Class 2 contains 168038 members 
Entering Unmasked Estep 
Score: -33496770.000000 Penalty: 6203.194336
	Iteration 114Q: 3 clusters Score -3.349677e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101832 members 
Mstep: Class 2 contains 168239 members 
Entering Unmasked Estep 
Score: -33496724.000000 Penalty: 6203.194336
	Iteration 115Q: 3 clusters Score -3.349672e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101650 members 
Mstep: Class 2 contains 168421 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3.349674e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101434 members 
Mstep: Class 2 contains 168637 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3.349677e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101260 members 
Mstep: Class 2 contains 168811 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3.349679e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101078 members 
Mstep: Class 2 contains 168993 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3.349679e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100913 members 
Mstep: Class 2 contains 169158 members 
Entering Unmasked Estep 
Score: -33496780.000000 Penalty: 6203.194336
	Iteration 120F: 3 clusters Score -3.349678e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100746 members 
Mstep: Class 2 contains 169325 members 
Entering Unmasked Estep 
Score: -33496788.000000 Penalty: 6203.194336
	Iteration 121Q: 3 clusters Score -3.349679e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100635 members 
Mstep: Class 2 contains 169436 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3.349678e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100518 members 
Mstep: Class 2 contains 169553 members 
Entering Unmasked Estep 
Score: -33496814.000000 Penalty: 6203.194336
	Iteration 123Q: 3 clusters Score -3.349681e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100378 members 
Mstep: Class 2 contains 169693 members 
Entering Unmasked Estep 
Score: -33496832.000000 Penalty: 6203.194336
	Iteration 124Q: 3 clusters Score -3.349683e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100254 members 
Mstep: Class 2 contains 169817 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3.349684e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100131 members 
Mstep: Class 2 contains 169940 members 
Entering Unmasked Estep 
Score: -33496824.000000 Penalty: 6203.194336
	Iteration 126Q: 3 clusters Score -3.349682e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100032 members 
Mstep: Class 2 contains 170039 members 
Entering Unmasked Estep 
Score: -33496842.000000 Penalty: 6203.194336
	Iteration 127Q: 3 clusters Score -3.349684e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99928 members 
Mstep: Class 2 contains 170143 members 
Entering Unmasked Estep 
Score: -33496812.000000 Penalty: 6203.194336
	Iteration 128Q: 3 clusters Score -3.349681e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99832 members 
Mstep: Class 2 contains 170239 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3.349683e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99786 members 
Mstep: Class 2 contains 170285 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3.349684e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99752 members 
Mstep: Class 2 contains 170319 members 
Entering Unmasked Estep 
Score: -33496870.000000 Penalty: 6203.194336
	Iteration 131Q: 3 clusters Score -3.349687e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99724 members 
Mstep: Class 2 contains 170347 members 
Entering Unmasked Estep 
Score: -33496866.000000 Penalty: 6203.194336
	Iteration 132Q: 3 clusters Score -3.349687e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99703 members 
Mstep: Class 2 contains 170368 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3.349687e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99668 members 
Mstep: Class 2 contains 170403 members 
Entering Unmasked Estep 
Score: -33496836.000000 Penalty: 6203.194336
	Iteration 134Q: 3 clusters Score -3.349684e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99626 members 
Mstep: Class 2 contains 170445 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3.349684e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99588 members 
Mstep: Class 2 contains 170483 members 
Entering Unmasked Estep 
Score: -33496822.000000 Penalty: 6203.194336
	Iteration 136Q: 3 clusters Score -3.349682e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99567 members 
Mstep: Class 2 contains 170504 members 
Entering Unmasked Estep 
Score: -33496818.000000 Penalty: 6203.194336
	Iteration 137Q: 3 clusters Score -3.349682e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99556 members 
Mstep: Class 2 contains 170515 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3.349681e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99551 members 
Mstep: Class 2 contains 170520 members 
Entering Unmasked Estep 
Score: -33496828.000000 Penalty: 6203.194336
	Iteration 139Q: 3 clusters Score -3.349683e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99542 members 
Mstep: Class 2 contains 170529 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3.349681e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99523 members 
Mstep: Class 2 contains 170548 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3.349679e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 170570 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3.349679e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99456 members 
Mstep: Class 2 contains 170615 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3.349679e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99398 members 
Mstep: Class 2 contains 170673 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3.349681e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99346 members 
Mstep: Class 2 contains 170725 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3.349685e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99291 members 
Mstep: Class 2 contains 170780 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3.34968e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99217 members 
Mstep: Class 2 contains 170854 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3.349685e+07 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99142 members 
Mstep: Class 2 contains 170929 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3.349685e+07 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99043 members 
Mstep: Class 2 contains 171028 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3.349686e+07 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98908 members 
Mstep: Class 2 contains 171163 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3.349683e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98769 members 
Mstep: Class 2 contains 171302 members 
Entering Unmasked Estep 
Score: -33496812.000000 Penalty: 6203.194336
	Iteration 151Q: 3 clusters Score -3.349681e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98613 members 
Mstep: Class 2 contains 171458 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3.34968e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98484 members 
Mstep: Class 2 contains 171587 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3.34968e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98351 members 
Mstep: Class 2 contains 171720 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3.349684e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98208 members 
Mstep: Class 2 contains 171863 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3.349682e+07 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98041 members 
Mstep: Class 2 contains 172030 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3.349678e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97895 members 
Mstep: Class 2 contains 172176 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3.34968e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97708 members 
Mstep: Class 2 contains 172363 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3.349683e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97536 members 
Mstep: Class 2 contains 172535 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3.349684e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97368 members 
Mstep: Class 2 contains 172703 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3.349678e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97181 members 
Mstep: Class 2 contains 172890 members 
Entering Unmasked Estep 
Score: -33496816.000000 Penalty: 6203.194336
	Iteration 161Q: 3 clusters Score -3.349682e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97038 members 
Mstep: Class 2 contains 173033 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3.349684e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96896 members 
Mstep: Class 2 contains 173175 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3.349682e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96780 members 
Mstep: Class 2 contains 173291 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3.349679e+07 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96635 members 
Mstep: Class 2 contains 173436 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3.349679e+07 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96499 members 
Mstep: Class 2 contains 173572 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3.349678e+07 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96376 members 
Mstep: Class 2 contains 173695 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3.349678e+07 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96245 members 
Mstep: Class 2 contains 173826 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3.349679e+07 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96078 members 
Mstep: Class 2 contains 173993 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -3.34968e+07 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95873 members 
Mstep: Class 2 contains 174198 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3.349684e+07 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95648 members 
Mstep: Class 2 contains 174423 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3.349674e+07 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95452 members 
Mstep: Class 2 contains 174619 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -3.349674e+07 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95257 members 
Mstep: Class 2 contains 174814 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3.349672e+07 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95044 members 
Mstep: Class 2 contains 175027 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3.349675e+07 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94814 members 
Mstep: Class 2 contains 175257 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3.34968e+07 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94553 members 
Mstep: Class 2 contains 175518 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3.349679e+07 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94331 members 
Mstep: Class 2 contains 175740 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3.349684e+07 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94071 members 
Mstep: Class 2 contains 176000 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3.349689e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93802 members 
Mstep: Class 2 contains 176269 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -3.349682e+07 nChanged 323
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93479 members 
Mstep: Class 2 contains 176592 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -3.349688e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93141 members 
Mstep: Class 2 contains 176930 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3.349688e+07 nChanged 364
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92777 members 
Mstep: Class 2 contains 177294 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3.349693e+07 nChanged 394
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92383 members 
Mstep: Class 2 contains 177688 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3.349696e+07 nChanged 415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91970 members 
Mstep: Class 2 contains 178101 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -3.349697e+07 nChanged 297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 178398 members 
Entering Unmasked Estep 
Score: -33496930.000000 Penalty: 6203.194336
	Iteration 185Q: 3 clusters Score -3.349693e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91419 members 
Mstep: Class 2 contains 178652 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -3.349696e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91138 members 
Mstep: Class 2 contains 178933 members 
Entering Unmasked Estep 
Score: -33496916.000000 Penalty: 6203.194336
	Iteration 187Q: 3 clusters Score -3.349692e+07 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90837 members 
Mstep: Class 2 contains 179234 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -3.349689e+07 nChanged 322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90515 members 
Mstep: Class 2 contains 179556 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -3.349688e+07 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90194 members 
Mstep: Class 2 contains 179877 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -3.349688e+07 nChanged 274
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89920 members 
Mstep: Class 2 contains 180151 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -3.349689e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89666 members 
Mstep: Class 2 contains 180405 members 
Entering Unmasked Estep 
Score: -33496902.000000 Penalty: 6203.194336
	Iteration 192Q: 3 clusters Score -3.34969e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89411 members 
Mstep: Class 2 contains 180660 members 
Entering Unmasked Estep 
Score: -33496938.000000 Penalty: 6203.194336
	Iteration 193Q: 3 clusters Score -3.349694e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89191 members 
Mstep: Class 2 contains 180880 members 
Entering Unmasked Estep 
Score: -33496826.000000 Penalty: 6203.194336
	Iteration 194Q: 3 clusters Score -3.349683e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88956 members 
Mstep: Class 2 contains 181115 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -3.34968e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88717 members 
Mstep: Class 2 contains 181354 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -3.349671e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88481 members 
Mstep: Class 2 contains 181590 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -3.34967e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88273 members 
Mstep: Class 2 contains 181798 members 
Entering Unmasked Estep 
Score: -33496760.000000 Penalty: 6203.194336
	Iteration 198Q: 3 clusters Score -3.349676e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87983 members 
Mstep: Class 2 contains 182088 members 
Entering Unmasked Estep 
Score: -33496814.000000 Penalty: 6203.194336
	Iteration 199Q: 3 clusters Score -3.349681e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87699 members 
Mstep: Class 2 contains 182372 members 
Entering Unmasked Estep 
Score: -33496778.000000 Penalty: 6203.194336
	Iteration 200F: 3 clusters Score -3.349678e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87423 members 
Mstep: Class 2 contains 182648 members 
Entering Unmasked Estep 
Score: -33496802.000000 Penalty: 6203.194336
	Iteration 201Q: 3 clusters Score -3.34968e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87163 members 
Mstep: Class 2 contains 182908 members 
Entering Unmasked Estep 
Score: -33496834.000000 Penalty: 6203.194336
	Iteration 202Q: 3 clusters Score -3.349683e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86878 members 
Mstep: Class 2 contains 183193 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -3.34968e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86672 members 
Mstep: Class 2 contains 183399 members 
Entering Unmasked Estep 
Score: -33496794.000000 Penalty: 6203.194336
	Iteration 204Q: 3 clusters Score -3.349679e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86512 members 
Mstep: Class 2 contains 183559 members 
Entering Unmasked Estep 
Score: -33496776.000000 Penalty: 6203.194336
	Iteration 205Q: 3 clusters Score -3.349678e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86355 members 
Mstep: Class 2 contains 183716 members 
Entering Unmasked Estep 
Score: -33496800.000000 Penalty: 6203.194336
	Iteration 206Q: 3 clusters Score -3.34968e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86218 members 
Mstep: Class 2 contains 183853 members 
Entering Unmasked Estep 
Score: -33496808.000000 Penalty: 6203.194336
	Iteration 207Q: 3 clusters Score -3.349681e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86071 members 
Mstep: Class 2 contains 184000 members 
Entering Unmasked Estep 
Score: -33496794.000000 Penalty: 6203.194336
	Iteration 208Q: 3 clusters Score -3.349679e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85963 members 
Mstep: Class 2 contains 184108 members 
Entering Unmasked Estep 
Score: -33496816.000000 Penalty: 6203.194336
	Iteration 209Q: 3 clusters Score -3.349682e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85835 members 
Mstep: Class 2 contains 184236 members 
Entering Unmasked Estep 
Score: -33496762.000000 Penalty: 6203.194336
	Iteration 210Q: 3 clusters Score -3.349676e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85690 members 
Mstep: Class 2 contains 184381 members 
Entering Unmasked Estep 
Score: -33496804.000000 Penalty: 6203.194336
	Iteration 211Q: 3 clusters Score -3.34968e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85551 members 
Mstep: Class 2 contains 184520 members 
Entering Unmasked Estep 
Score: -33496784.000000 Penalty: 6203.194336
	Iteration 212Q: 3 clusters Score -3.349678e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85466 members 
Mstep: Class 2 contains 184605 members 
Entering Unmasked Estep 
Score: -33496796.000000 Penalty: 6203.194336
	Iteration 213Q: 3 clusters Score -3.34968e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85384 members 
Mstep: Class 2 contains 184687 members 
Entering Unmasked Estep 
Score: -33496772.000000 Penalty: 6203.194336
	Iteration 214Q: 3 clusters Score -3.349677e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85290 members 
Mstep: Class 2 contains 184781 members 
Entering Unmasked Estep 
Score: -33496812.000000 Penalty: 6203.194336
	Iteration 215Q: 3 clusters Score -3.349681e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85179 members 
Mstep: Class 2 contains 184892 members 
Entering Unmasked Estep 
Score: -33496786.000000 Penalty: 6203.194336
	Iteration 216Q: 3 clusters Score -3.349679e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85085 members 
Mstep: Class 2 contains 184986 members 
Entering Unmasked Estep 
Score: -33496738.000000 Penalty: 6203.194336
	Iteration 217Q: 3 clusters Score -3.349674e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84956 members 
Mstep: Class 2 contains 185115 members 
Entering Unmasked Estep 
Score: -33496674.000000 Penalty: 6203.194336
	Iteration 218Q: 3 clusters Score -3.349667e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84828 members 
Mstep: Class 2 contains 185243 members 
Entering Unmasked Estep 
Score: -33496664.000000 Penalty: 6203.194336
	Iteration 219Q: 3 clusters Score -3.349666e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84683 members 
Mstep: Class 2 contains 185388 members 
Entering Unmasked Estep 
Score: -33496622.000000 Penalty: 6203.194336
	Iteration 220F: 3 clusters Score -3.349662e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84535 members 
Mstep: Class 2 contains 185536 members 
Entering Unmasked Estep 
Score: -33496618.000000 Penalty: 6203.194336
	Iteration 221Q: 3 clusters Score -3.349662e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84387 members 
Mstep: Class 2 contains 185684 members 
Entering Unmasked Estep 
Score: -33496636.000000 Penalty: 6203.194336
	Iteration 222Q: 3 clusters Score -3.349664e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84283 members 
Mstep: Class 2 contains 185788 members 
Entering Unmasked Estep 
Score: -33496600.000000 Penalty: 6203.194336
	Iteration 223Q: 3 clusters Score -3.34966e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84200 members 
Mstep: Class 2 contains 185871 members 
Entering Unmasked Estep 
Score: -33496616.000000 Penalty: 6203.194336
	Iteration 224Q: 3 clusters Score -3.349662e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84074 members 
Mstep: Class 2 contains 185997 members 
Entering Unmasked Estep 
Score: -33496578.000000 Penalty: 6203.194336
	Iteration 225Q: 3 clusters Score -3.349658e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83956 members 
Mstep: Class 2 contains 186115 members 
Entering Unmasked Estep 
Score: -33496664.000000 Penalty: 6203.194336
	Iteration 226Q: 3 clusters Score -3.349666e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83830 members 
Mstep: Class 2 contains 186241 members 
Entering Unmasked Estep 
Score: -33496658.000000 Penalty: 6203.194336
	Iteration 227Q: 3 clusters Score -3.349666e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83726 members 
Mstep: Class 2 contains 186345 members 
Entering Unmasked Estep 
Score: -33496670.000000 Penalty: 6203.194336
	Iteration 228Q: 3 clusters Score -3.349667e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83637 members 
Mstep: Class 2 contains 186434 members 
Entering Unmasked Estep 
Score: -33496678.000000 Penalty: 6203.194336
	Iteration 229Q: 3 clusters Score -3.349668e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83517 members 
Mstep: Class 2 contains 186554 members 
Entering Unmasked Estep 
Score: -33496696.000000 Penalty: 6203.194336
	Iteration 230Q: 3 clusters Score -3.34967e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83413 members 
Mstep: Class 2 contains 186658 members 
Entering Unmasked Estep 
Score: -33496710.000000 Penalty: 6203.194336
	Iteration 231Q: 3 clusters Score -3.349671e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83302 members 
Mstep: Class 2 contains 186769 members 
Entering Unmasked Estep 
Score: -33496712.000000 Penalty: 6203.194336
	Iteration 232Q: 3 clusters Score -3.349671e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83213 members 
Mstep: Class 2 contains 186858 members 
Entering Unmasked Estep 
Score: -33496720.000000 Penalty: 6203.194336
	Iteration 233Q: 3 clusters Score -3.349672e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83103 members 
Mstep: Class 2 contains 186968 members 
Entering Unmasked Estep 
Score: -33496706.000000 Penalty: 6203.194336
	Iteration 234Q: 3 clusters Score -3.349671e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83027 members 
Mstep: Class 2 contains 187044 members 
Entering Unmasked Estep 
Score: -33496734.000000 Penalty: 6203.194336
	Iteration 235Q: 3 clusters Score -3.349673e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82971 members 
Mstep: Class 2 contains 187100 members 
Entering Unmasked Estep 
Score: -33496734.000000 Penalty: 6203.194336
	Iteration 236Q: 3 clusters Score -3.349673e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82869 members 
Mstep: Class 2 contains 187202 members 
Entering Unmasked Estep 
Score: -33496750.000000 Penalty: 6203.194336
	Iteration 237Q: 3 clusters Score -3.349675e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 187282 members 
Entering Unmasked Estep 
Score: -33496694.000000 Penalty: 6203.194336
	Iteration 238Q: 3 clusters Score -3.349669e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82706 members 
Mstep: Class 2 contains 187365 members 
Entering Unmasked Estep 
Score: -33496628.000000 Penalty: 6203.194336
	Iteration 239Q: 3 clusters Score -3.349663e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82642 members 
Mstep: Class 2 contains 187429 members 
Entering Unmasked Estep 
Score: -33496690.000000 Penalty: 6203.194336
	Iteration 240F: 3 clusters Score -3.349669e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82608 members 
Mstep: Class 2 contains 187463 members 
Entering Unmasked Estep 
Score: -33496730.000000 Penalty: 6203.194336
	Iteration 241Q: 3 clusters Score -3.349673e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82576 members 
Mstep: Class 2 contains 187495 members 
Entering Unmasked Estep 
Score: -33496702.000000 Penalty: 6203.194336
	Iteration 242Q: 3 clusters Score -3.34967e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82543 members 
Mstep: Class 2 contains 187528 members 
Entering Unmasked Estep 
Score: -33496680.000000 Penalty: 6203.194336
	Iteration 243Q: 3 clusters Score -3.349668e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82505 members 
Mstep: Class 2 contains 187566 members 
Entering Unmasked Estep 
Score: -33496668.000000 Penalty: 6203.194336
	Iteration 244Q: 3 clusters Score -3.349667e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82479 members 
Mstep: Class 2 contains 187592 members 
Entering Unmasked Estep 
Score: -33496694.000000 Penalty: 6203.194336
	Iteration 245Q: 3 clusters Score -3.349669e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82441 members 
Mstep: Class 2 contains 187630 members 
Entering Unmasked Estep 
Score: -33496694.000000 Penalty: 6203.194336
	Iteration 246Q: 3 clusters Score -3.349669e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82385 members 
Mstep: Class 2 contains 187686 members 
Entering Unmasked Estep 
Score: -33496688.000000 Penalty: 6203.194336
	Iteration 247Q: 3 clusters Score -3.349669e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82329 members 
Mstep: Class 2 contains 187742 members 
Entering Unmasked Estep 
Score: -33496676.000000 Penalty: 6203.194336
	Iteration 248Q: 3 clusters Score -3.349668e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 187785 members 
Entering Unmasked Estep 
Score: -33496676.000000 Penalty: 6203.194336
	Iteration 249Q: 3 clusters Score -3.349668e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82259 members 
Mstep: Class 2 contains 187812 members 
Entering Unmasked Estep 
Score: -33496654.000000 Penalty: 6203.194336
	Iteration 250Q: 3 clusters Score -3.349665e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82231 members 
Mstep: Class 2 contains 187840 members 
Entering Unmasked Estep 
Score: -33496638.000000 Penalty: 6203.194336
	Iteration 251Q: 3 clusters Score -3.349664e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82213 members 
Mstep: Class 2 contains 187858 members 
Entering Unmasked Estep 
Score: -33496656.000000 Penalty: 6203.194336
	Iteration 252Q: 3 clusters Score -3.349666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82205 members 
Mstep: Class 2 contains 187866 members 
Entering Unmasked Estep 
Score: -33496638.000000 Penalty: 6203.194336
	Iteration 253Q: 3 clusters Score -3.349664e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82186 members 
Mstep: Class 2 contains 187885 members 
Entering Unmasked Estep 
Score: -33496632.000000 Penalty: 6203.194336
	Iteration 254Q: 3 clusters Score -3.349663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82173 members 
Mstep: Class 2 contains 187898 members 
Entering Unmasked Estep 
Score: -33496632.000000 Penalty: 6203.194336
	Iteration 255Q: 3 clusters Score -3.349663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82162 members 
Mstep: Class 2 contains 187909 members 
Entering Unmasked Estep 
Score: -33496620.000000 Penalty: 6203.194336
	Iteration 256Q: 3 clusters Score -3.349662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82155 members 
Mstep: Class 2 contains 187916 members 
Entering Unmasked Estep 
Score: -33496620.000000 Penalty: 6203.194336
	Iteration 257Q: 3 clusters Score -3.349662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82140 members 
Mstep: Class 2 contains 187931 members 
Entering Unmasked Estep 
Score: -33496622.000000 Penalty: 6203.194336
	Iteration 258Q: 3 clusters Score -3.349662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82135 members 
Mstep: Class 2 contains 187936 members 
Entering Unmasked Estep 
Score: -33496612.000000 Penalty: 6203.194336
	Iteration 259Q: 3 clusters Score -3.349661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82130 members 
Mstep: Class 2 contains 187941 members 
Entering Unmasked Estep 
Score: -33496616.000000 Penalty: 6203.194336
	Iteration 260F: 3 clusters Score -3.349662e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82108 members 
Mstep: Class 2 contains 187963 members 
Entering Unmasked Estep 
Score: -33496606.000000 Penalty: 6203.194336
	Iteration 261Q: 3 clusters Score -3.349661e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82084 members 
Mstep: Class 2 contains 187987 members 
Entering Unmasked Estep 
Score: -33496636.000000 Penalty: 6203.194336
	Iteration 262Q: 3 clusters Score -3.349664e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82054 members 
Mstep: Class 2 contains 188017 members 
Entering Unmasked Estep 
Score: -33496646.000000 Penalty: 6203.194336
	Iteration 263Q: 3 clusters Score -3.349665e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82029 members 
Mstep: Class 2 contains 188042 members 
Entering Unmasked Estep 
Score: -33496632.000000 Penalty: 6203.194336
	Iteration 264Q: 3 clusters Score -3.349663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 188049 members 
Entering Unmasked Estep 
Score: -33496616.000000 Penalty: 6203.194336
	Iteration 265Q: 3 clusters Score -3.349662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82016 members 
Mstep: Class 2 contains 188055 members 
Entering Unmasked Estep 
Score: -33496632.000000 Penalty: 6203.194336
	Iteration 266Q: 3 clusters Score -3.349663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82012 members 
Mstep: Class 2 contains 188059 members 
Entering Unmasked Estep 
Score: -33496634.000000 Penalty: 6203.194336
	Iteration 267Q: 3 clusters Score -3.349663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82013 members 
Mstep: Class 2 contains 188058 members 
Entering Unmasked Estep 
Score: -33496630.000000 Penalty: 6203.194336
	Iteration 268Q: 3 clusters Score -3.349663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82006 members 
Mstep: Class 2 contains 188065 members 
Entering Unmasked Estep 
Score: -33496610.000000 Penalty: 6203.194336
	Iteration 269Q: 3 clusters Score -3.349661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82002 members 
Mstep: Class 2 contains 188069 members 
Entering Unmasked Estep 
Score: -33496614.000000 Penalty: 6203.194336
	Iteration 270Q: 3 clusters Score -3.349661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81993 members 
Mstep: Class 2 contains 188078 members 
Entering Unmasked Estep 
Score: -33496626.000000 Penalty: 6203.194336
	Iteration 271Q: 3 clusters Score -3.349663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81990 members 
Mstep: Class 2 contains 188081 members 
Entering Unmasked Estep 
Score: -33496634.000000 Penalty: 6203.194336
	Iteration 272Q: 3 clusters Score -3.349663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81988 members 
Mstep: Class 2 contains 188083 members 
Entering Unmasked Estep 
Score: -33496632.000000 Penalty: 6203.194336
	Iteration 273Q: 3 clusters Score -3.349663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81988 members 
Mstep: Class 2 contains 188083 members 
Entering Unmasked Estep 
Score: -33496632.000000 Penalty: 6203.194336
	Iteration 274F: 3 clusters Score -3.349663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (171297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171297 members 
Entering Unmasked Estep 
Score: -21440390.000000 Penalty: 2988.686279
	Iteration 0F: 2 clusters Score -2.144039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85744 members 
Mstep: Class 2 contains 85553 members 
Entering Unmasked Estep 
Score: -21327006.000000 Penalty: 5977.372559
	Iteration 0F: 3 clusters Score -2.132701e+07 nChanged 82129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88465 members 
Mstep: Class 2 contains 82832 members 
Entering Unmasked Estep 
Score: -21374958.000000 Penalty: 5977.372559
	Iteration 1F: 3 clusters Score -2.137496e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90470 members 
Mstep: Class 2 contains 80827 members 
Entering Unmasked Estep 
Score: -21376444.000000 Penalty: 5977.372559
	Iteration 2Q: 3 clusters Score -2.137644e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93437 members 
Mstep: Class 2 contains 77860 members 
Entering Unmasked Estep 
Score: -21378444.000000 Penalty: 5977.372559
	Iteration 3Q: 3 clusters Score -2.137844e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97722 members 
Mstep: Class 2 contains 73575 members 
Entering Unmasked Estep 
Score: -21381364.000000 Penalty: 5977.372559
	Iteration 4Q: 3 clusters Score -2.138136e+07 nChanged 8848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103876 members 
Mstep: Class 2 contains 67421 members 
Entering Unmasked Estep 
Score: -21385384.000000 Penalty: 5977.372559
	Iteration 5F: 3 clusters Score -2.138538e+07 nChanged 10487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112049 members 
Mstep: Class 2 contains 59248 members 
Entering Unmasked Estep 
Score: -21391726.000000 Penalty: 5977.372559
	Iteration 6F: 3 clusters Score -2.139173e+07 nChanged 11936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121979 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -21400628.000000 Penalty: 5977.372559
	Iteration 7F: 3 clusters Score -2.140063e+07 nChanged 12361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132718 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -21410866.000000 Penalty: 5977.372559
	Iteration 8F: 3 clusters Score -2.141087e+07 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141986 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -21420372.000000 Penalty: 5977.372559
	Iteration 9F: 3 clusters Score -2.142037e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148724 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -21427548.000000 Penalty: 5977.372559
	Iteration 10Q: 3 clusters Score -2.142755e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152951 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -21431388.000000 Penalty: 5977.372559
	Iteration 11Q: 3 clusters Score -2.143139e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155819 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -21433420.000000 Penalty: 5977.372559
	Iteration 12Q: 3 clusters Score -2.143342e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158089 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -21434834.000000 Penalty: 5977.372559
	Iteration 13Q: 3 clusters Score -2.143483e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159951 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -21435786.000000 Penalty: 5977.372559
	Iteration 14Q: 3 clusters Score -2.143579e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161547 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -21436488.000000 Penalty: 5977.372559
	Iteration 15Q: 3 clusters Score -2.143649e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162873 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -21436916.000000 Penalty: 5977.372559
	Iteration 16Q: 3 clusters Score -2.143692e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164016 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -21437286.000000 Penalty: 5977.372559
	Iteration 17Q: 3 clusters Score -2.143729e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164946 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -21437582.000000 Penalty: 5977.372559
	Iteration 18Q: 3 clusters Score -2.143758e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165712 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -21437842.000000 Penalty: 5977.372559
	Iteration 19Q: 3 clusters Score -2.143784e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166314 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -21437970.000000 Penalty: 5977.372559
	Iteration 20F: 3 clusters Score -2.143797e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166847 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -21438104.000000 Penalty: 5977.372559
	Iteration 21Q: 3 clusters Score -2.14381e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167269 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -21438212.000000 Penalty: 5977.372559
	Iteration 22Q: 3 clusters Score -2.143821e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167621 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -21438218.000000 Penalty: 5977.372559
	Iteration 23Q: 3 clusters Score -2.143822e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167872 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -21438282.000000 Penalty: 5977.372559
	Iteration 24Q: 3 clusters Score -2.143828e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168106 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -21438320.000000 Penalty: 5977.372559
	Iteration 25Q: 3 clusters Score -2.143832e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168290 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -21438396.000000 Penalty: 5977.372559
	Iteration 26Q: 3 clusters Score -2.14384e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168460 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -21438388.000000 Penalty: 5977.372559
	Iteration 27Q: 3 clusters Score -2.143839e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168613 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -21438440.000000 Penalty: 5977.372559
	Iteration 28Q: 3 clusters Score -2.143844e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168743 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -21438430.000000 Penalty: 5977.372559
	Iteration 29Q: 3 clusters Score -2.143843e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168850 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -21438466.000000 Penalty: 5977.372559
	Iteration 30Q: 3 clusters Score -2.143847e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168944 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -21438494.000000 Penalty: 5977.372559
	Iteration 31Q: 3 clusters Score -2.143849e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169022 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -21438508.000000 Penalty: 5977.372559
	Iteration 32Q: 3 clusters Score -2.143851e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169086 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -21438534.000000 Penalty: 5977.372559
	Iteration 33Q: 3 clusters Score -2.143853e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169128 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -21438520.000000 Penalty: 5977.372559
	Iteration 34Q: 3 clusters Score -2.143852e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169161 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -21438524.000000 Penalty: 5977.372559
	Iteration 35Q: 3 clusters Score -2.143852e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169193 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -21438466.000000 Penalty: 5977.372559
	Iteration 36Q: 3 clusters Score -2.143847e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169223 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -21438508.000000 Penalty: 5977.372559
	Iteration 37Q: 3 clusters Score -2.143851e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169248 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -21438502.000000 Penalty: 5977.372559
	Iteration 38Q: 3 clusters Score -2.14385e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169281 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -21438472.000000 Penalty: 5977.372559
	Iteration 39Q: 3 clusters Score -2.143847e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169303 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -21438486.000000 Penalty: 5977.372559
	Iteration 40F: 3 clusters Score -2.143849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169318 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -21438468.000000 Penalty: 5977.372559
	Iteration 41Q: 3 clusters Score -2.143847e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169325 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -21438474.000000 Penalty: 5977.372559
	Iteration 42Q: 3 clusters Score -2.143847e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169339 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -21438462.000000 Penalty: 5977.372559
	Iteration 43Q: 3 clusters Score -2.143846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169353 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -21438454.000000 Penalty: 5977.372559
	Iteration 44Q: 3 clusters Score -2.143845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169365 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -21438432.000000 Penalty: 5977.372559
	Iteration 45Q: 3 clusters Score -2.143843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169375 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -21438436.000000 Penalty: 5977.372559
	Iteration 46Q: 3 clusters Score -2.143844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169384 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -21438434.000000 Penalty: 5977.372559
	Iteration 47Q: 3 clusters Score -2.143843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169389 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -21438438.000000 Penalty: 5977.372559
	Iteration 48Q: 3 clusters Score -2.143844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169393 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -21438440.000000 Penalty: 5977.372559
	Iteration 49Q: 3 clusters Score -2.143844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169398 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -21438444.000000 Penalty: 5977.372559
	Iteration 50Q: 3 clusters Score -2.143844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169403 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -21438452.000000 Penalty: 5977.372559
	Iteration 51Q: 3 clusters Score -2.143845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169411 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -21438466.000000 Penalty: 5977.372559
	Iteration 52Q: 3 clusters Score -2.143847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169417 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -21438476.000000 Penalty: 5977.372559
	Iteration 53Q: 3 clusters Score -2.143848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169423 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -21438458.000000 Penalty: 5977.372559
	Iteration 54Q: 3 clusters Score -2.143846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169430 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -21438462.000000 Penalty: 5977.372559
	Iteration 55Q: 3 clusters Score -2.143846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169437 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -21438456.000000 Penalty: 5977.372559
	Iteration 56Q: 3 clusters Score -2.143846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169441 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -21438460.000000 Penalty: 5977.372559
	Iteration 57Q: 3 clusters Score -2.143846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169447 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -21438456.000000 Penalty: 5977.372559
	Iteration 58Q: 3 clusters Score -2.143846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169452 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -21438478.000000 Penalty: 5977.372559
	Iteration 59Q: 3 clusters Score -2.143848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169458 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -21438472.000000 Penalty: 5977.372559
	Iteration 60F: 3 clusters Score -2.143847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169464 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -21438468.000000 Penalty: 5977.372559
	Iteration 61Q: 3 clusters Score -2.143847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169471 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -21438476.000000 Penalty: 5977.372559
	Iteration 62Q: 3 clusters Score -2.143848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169475 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -21438476.000000 Penalty: 5977.372559
	Iteration 63Q: 3 clusters Score -2.143848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169482 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -21438458.000000 Penalty: 5977.372559
	Iteration 64Q: 3 clusters Score -2.143846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169489 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -21438476.000000 Penalty: 5977.372559
	Iteration 65Q: 3 clusters Score -2.143848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169493 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -21438476.000000 Penalty: 5977.372559
	Iteration 66Q: 3 clusters Score -2.143848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169494 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -21438466.000000 Penalty: 5977.372559
	Iteration 67Q: 3 clusters Score -2.143847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169495 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -21438476.000000 Penalty: 5977.372559
	Iteration 68Q: 3 clusters Score -2.143848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169496 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -21438468.000000 Penalty: 5977.372559
	Iteration 69Q: 3 clusters Score -2.143847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169498 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -21438472.000000 Penalty: 5977.372559
	Iteration 70Q: 3 clusters Score -2.143847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169500 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -21438468.000000 Penalty: 5977.372559
	Iteration 71Q: 3 clusters Score -2.143847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169502 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -21438464.000000 Penalty: 5977.372559
	Iteration 72Q: 3 clusters Score -2.143846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169504 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -21438452.000000 Penalty: 5977.372559
	Iteration 73Q: 3 clusters Score -2.143845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169505 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -21438470.000000 Penalty: 5977.372559
	Iteration 74Q: 3 clusters Score -2.143847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169506 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -21438470.000000 Penalty: 5977.372559
	Iteration 75Q: 3 clusters Score -2.143847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169506 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -21438464.000000 Penalty: 5977.372559
	Iteration 76Q: 3 clusters Score -2.143846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169509 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -21438484.000000 Penalty: 5977.372559
	Iteration 77Q: 3 clusters Score -2.143848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169511 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -21438458.000000 Penalty: 5977.372559
	Iteration 78Q: 3 clusters Score -2.143846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169512 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -21438464.000000 Penalty: 5977.372559
	Iteration 79Q: 3 clusters Score -2.143846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169514 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -21438474.000000 Penalty: 5977.372559
	Iteration 80F: 3 clusters Score -2.143847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169516 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -21438470.000000 Penalty: 5977.372559
	Iteration 81Q: 3 clusters Score -2.143847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169518 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -21438468.000000 Penalty: 5977.372559
	Iteration 82Q: 3 clusters Score -2.143847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169519 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -21438482.000000 Penalty: 5977.372559
	Iteration 83Q: 3 clusters Score -2.143848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169520 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -21438470.000000 Penalty: 5977.372559
	Iteration 84Q: 3 clusters Score -2.143847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169520 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -21438470.000000 Penalty: 5977.372559
	Iteration 85F: 3 clusters Score -2.143847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Entering Unmasked Estep 
Score: -2886302.500000 Penalty: 2500.047852
	Iteration 0F: 2 clusters Score -2886302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2869750.750000 Penalty: 5000.095703
	Iteration 0F: 3 clusters Score -2869751 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2875675.500000 Penalty: 5000.095703
	Iteration 1F: 3 clusters Score -2875676 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2876267.500000 Penalty: 5000.095703
	Iteration 2F: 3 clusters Score -2876268 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2876907.750000 Penalty: 5000.095703
	Iteration 3F: 3 clusters Score -2876908 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2877602.250000 Penalty: 5000.095703
	Iteration 4F: 3 clusters Score -2877602 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2878299.500000 Penalty: 5000.095703
	Iteration 5F: 3 clusters Score -2878300 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2879024.250000 Penalty: 5000.095703
	Iteration 6F: 3 clusters Score -2879024 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2879635.250000 Penalty: 5000.095703
	Iteration 7F: 3 clusters Score -2879635 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2880187.750000 Penalty: 5000.095703
	Iteration 8Q: 3 clusters Score -2880188 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2880639.500000 Penalty: 5000.095703
	Iteration 9Q: 3 clusters Score -2880640 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2881011.750000 Penalty: 5000.095703
	Iteration 10Q: 3 clusters Score -2881012 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2881319.500000 Penalty: 5000.095703
	Iteration 11Q: 3 clusters Score -2881320 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2881567.500000 Penalty: 5000.095703
	Iteration 12Q: 3 clusters Score -2881568 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2881773.250000 Penalty: 5000.095703
	Iteration 13Q: 3 clusters Score -2881773 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2881954.000000 Penalty: 5000.095703
	Iteration 14Q: 3 clusters Score -2881954 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2882118.250000 Penalty: 5000.095703
	Iteration 15Q: 3 clusters Score -2882118 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2882293.000000 Penalty: 5000.095703
	Iteration 16Q: 3 clusters Score -2882293 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2882451.250000 Penalty: 5000.095703
	Iteration 17Q: 3 clusters Score -2882451 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2882599.250000 Penalty: 5000.095703
	Iteration 18Q: 3 clusters Score -2882599 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2882734.750000 Penalty: 5000.095703
	Iteration 19Q: 3 clusters Score -2882735 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2882890.500000 Penalty: 5000.095703
	Iteration 20F: 3 clusters Score -2882890 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2883044.250000 Penalty: 5000.095703
	Iteration 21Q: 3 clusters Score -2883044 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2883162.250000 Penalty: 5000.095703
	Iteration 22Q: 3 clusters Score -2883162 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2883297.250000 Penalty: 5000.095703
	Iteration 23Q: 3 clusters Score -2883297 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2883422.500000 Penalty: 5000.095703
	Iteration 24Q: 3 clusters Score -2883422 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2883528.750000 Penalty: 5000.095703
	Iteration 25Q: 3 clusters Score -2883529 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2883639.750000 Penalty: 5000.095703
	Iteration 26Q: 3 clusters Score -2883640 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2883727.250000 Penalty: 5000.095703
	Iteration 27Q: 3 clusters Score -2883727 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2883807.750000 Penalty: 5000.095703
	Iteration 28Q: 3 clusters Score -2883808 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2883872.000000 Penalty: 5000.095703
	Iteration 29Q: 3 clusters Score -2883872 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2883932.000000 Penalty: 5000.095703
	Iteration 30Q: 3 clusters Score -2883932 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2883974.500000 Penalty: 5000.095703
	Iteration 31Q: 3 clusters Score -2883974 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2884022.000000 Penalty: 5000.095703
	Iteration 32Q: 3 clusters Score -2884022 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2884074.250000 Penalty: 5000.095703
	Iteration 33Q: 3 clusters Score -2884074 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2884115.500000 Penalty: 5000.095703
	Iteration 34Q: 3 clusters Score -2884116 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2884152.500000 Penalty: 5000.095703
	Iteration 35Q: 3 clusters Score -2884152 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2884194.750000 Penalty: 5000.095703
	Iteration 36Q: 3 clusters Score -2884195 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2884224.500000 Penalty: 5000.095703
	Iteration 37Q: 3 clusters Score -2884224 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2884235.250000 Penalty: 5000.095703
	Iteration 38Q: 3 clusters Score -2884235 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2884246.750000 Penalty: 5000.095703
	Iteration 39Q: 3 clusters Score -2884247 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2884250.250000 Penalty: 5000.095703
	Iteration 40F: 3 clusters Score -2884250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2884269.000000 Penalty: 5000.095703
	Iteration 41Q: 3 clusters Score -2884269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2884272.000000 Penalty: 5000.095703
	Iteration 42Q: 3 clusters Score -2884272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2884285.500000 Penalty: 5000.095703
	Iteration 43Q: 3 clusters Score -2884286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2884291.500000 Penalty: 5000.095703
	Iteration 44Q: 3 clusters Score -2884292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2884297.500000 Penalty: 5000.095703
	Iteration 45Q: 3 clusters Score -2884298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2884309.000000 Penalty: 5000.095703
	Iteration 46Q: 3 clusters Score -2884309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2884315.750000 Penalty: 5000.095703
	Iteration 47Q: 3 clusters Score -2884316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2884317.250000 Penalty: 5000.095703
	Iteration 48Q: 3 clusters Score -2884317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2884316.000000 Penalty: 5000.095703
	Iteration 49Q: 3 clusters Score -2884316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2884321.500000 Penalty: 5000.095703
	Iteration 50Q: 3 clusters Score -2884322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2884323.250000 Penalty: 5000.095703
	Iteration 51Q: 3 clusters Score -2884323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2884323.500000 Penalty: 5000.095703
	Iteration 52Q: 3 clusters Score -2884324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2884331.750000 Penalty: 5000.095703
	Iteration 53Q: 3 clusters Score -2884332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2884337.250000 Penalty: 5000.095703
	Iteration 54Q: 3 clusters Score -2884337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2884343.750000 Penalty: 5000.095703
	Iteration 55Q: 3 clusters Score -2884344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2884343.250000 Penalty: 5000.095703
	Iteration 56Q: 3 clusters Score -2884343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2884345.250000 Penalty: 5000.095703
	Iteration 57Q: 3 clusters Score -2884345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2884352.000000 Penalty: 5000.095703
	Iteration 58Q: 3 clusters Score -2884352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2884354.000000 Penalty: 5000.095703
	Iteration 59Q: 3 clusters Score -2884354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2884355.250000 Penalty: 5000.095703
	Iteration 60F: 3 clusters Score -2884355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2884359.750000 Penalty: 5000.095703
	Iteration 61Q: 3 clusters Score -2884360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2884359.500000 Penalty: 5000.095703
	Iteration 62Q: 3 clusters Score -2884360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2884362.250000 Penalty: 5000.095703
	Iteration 63Q: 3 clusters Score -2884362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2884362.750000 Penalty: 5000.095703
	Iteration 64Q: 3 clusters Score -2884363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2884362.750000 Penalty: 5000.095703
	Iteration 65F: 3 clusters Score -2884363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Entering Unmasked Estep 
Score: -4580638.500000 Penalty: 2612.475098
	Iteration 0F: 2 clusters Score -4580638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -4554971.500000 Penalty: 5224.950195
	Iteration 0F: 3 clusters Score -4554972 nChanged 17198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -4564308.000000 Penalty: 5224.950195
	Iteration 1F: 3 clusters Score -4564308 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -4564872.000000 Penalty: 5224.950195
	Iteration 2Q: 3 clusters Score -4564872 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -4565397.500000 Penalty: 5224.950195
	Iteration 3Q: 3 clusters Score -4565398 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -4565933.500000 Penalty: 5224.950195
	Iteration 4Q: 3 clusters Score -4565934 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -4566601.500000 Penalty: 5224.950195
	Iteration 5Q: 3 clusters Score -4566602 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -4567419.000000 Penalty: 5224.950195
	Iteration 6Q: 3 clusters Score -4567419 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -4568564.500000 Penalty: 5224.950195
	Iteration 7F: 3 clusters Score -4568564 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -4570120.500000 Penalty: 5224.950195
	Iteration 8F: 3 clusters Score -4570120 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -4571950.000000 Penalty: 5224.950195
	Iteration 9F: 3 clusters Score -4571950 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -4573837.500000 Penalty: 5224.950195
	Iteration 10F: 3 clusters Score -4573838 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -4575462.000000 Penalty: 5224.950195
	Iteration 11F: 3 clusters Score -4575462 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4576694.000000 Penalty: 5224.950195
	Iteration 12Q: 3 clusters Score -4576694 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4577401.500000 Penalty: 5224.950195
	Iteration 13Q: 3 clusters Score -4577402 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4577789.500000 Penalty: 5224.950195
	Iteration 14Q: 3 clusters Score -4577790 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4578003.000000 Penalty: 5224.950195
	Iteration 15Q: 3 clusters Score -4578003 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4578117.000000 Penalty: 5224.950195
	Iteration 16Q: 3 clusters Score -4578117 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4578197.500000 Penalty: 5224.950195
	Iteration 17Q: 3 clusters Score -4578198 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4578233.000000 Penalty: 5224.950195
	Iteration 18Q: 3 clusters Score -4578233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4578251.500000 Penalty: 5224.950195
	Iteration 19Q: 3 clusters Score -4578252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4578264.500000 Penalty: 5224.950195
	Iteration 20F: 3 clusters Score -4578264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4578275.500000 Penalty: 5224.950195
	Iteration 21Q: 3 clusters Score -4578276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4578282.000000 Penalty: 5224.950195
	Iteration 22Q: 3 clusters Score -4578282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4578286.000000 Penalty: 5224.950195
	Iteration 23Q: 3 clusters Score -4578286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4578288.500000 Penalty: 5224.950195
	Iteration 24Q: 3 clusters Score -4578288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4578296.000000 Penalty: 5224.950195
	Iteration 25Q: 3 clusters Score -4578296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4578305.000000 Penalty: 5224.950195
	Iteration 26Q: 3 clusters Score -4578305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4578306.500000 Penalty: 5224.950195
	Iteration 27Q: 3 clusters Score -4578306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4578310.500000 Penalty: 5224.950195
	Iteration 28Q: 3 clusters Score -4578310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4578310.000000 Penalty: 5224.950195
	Iteration 29Q: 3 clusters Score -4578310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4578312.000000 Penalty: 5224.950195
	Iteration 30Q: 3 clusters Score -4578312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4578320.000000 Penalty: 5224.950195
	Iteration 31Q: 3 clusters Score -4578320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4578325.500000 Penalty: 5224.950195
	Iteration 32Q: 3 clusters Score -4578326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4578332.000000 Penalty: 5224.950195
	Iteration 33Q: 3 clusters Score -4578332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4578335.000000 Penalty: 5224.950195
	Iteration 34Q: 3 clusters Score -4578335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4578334.000000 Penalty: 5224.950195
	Iteration 35Q: 3 clusters Score -4578334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4578340.500000 Penalty: 5224.950195
	Iteration 36Q: 3 clusters Score -4578340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4578338.000000 Penalty: 5224.950195
	Iteration 37Q: 3 clusters Score -4578338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4578341.500000 Penalty: 5224.950195
	Iteration 38Q: 3 clusters Score -4578342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4578343.500000 Penalty: 5224.950195
	Iteration 39Q: 3 clusters Score -4578344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4578349.500000 Penalty: 5224.950195
	Iteration 40F: 3 clusters Score -4578350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4578345.000000 Penalty: 5224.950195
	Iteration 41Q: 3 clusters Score -4578345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4578347.000000 Penalty: 5224.950195
	Iteration 42Q: 3 clusters Score -4578347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4578347.000000 Penalty: 5224.950195
	Iteration 43F: 3 clusters Score -4578347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Entering Unmasked Estep 
Score: -1585475.000000 Penalty: 2355.763672
	Iteration 0F: 2 clusters Score -1585475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1575699 nChanged 5680
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Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1578616 nChanged 871
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Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1579034 nChanged 771
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Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1579401 nChanged 680
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Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1579781 nChanged 667
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1580242 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1580832.750000 Penalty: 4711.527344
	Iteration 6F: 3 clusters Score -1580833 nChanged 745
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1581456 nChanged 702
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Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1582043.875000 Penalty: 4711.527344
	Iteration 8F: 3 clusters Score -1582044 nChanged 684
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1582546.625000 Penalty: 4711.527344
	Iteration 9F: 3 clusters Score -1582547 nChanged 610
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1582956 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1583236.250000 Penalty: 4711.527344
	Iteration 11Q: 3 clusters Score -1583236 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1583420.750000 Penalty: 4711.527344
	Iteration 12Q: 3 clusters Score -1583421 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1583530.875000 Penalty: 4711.527344
	Iteration 13Q: 3 clusters Score -1583531 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1583591.875000 Penalty: 4711.527344
	Iteration 14Q: 3 clusters Score -1583592 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1583645.500000 Penalty: 4711.527344
	Iteration 15Q: 3 clusters Score -1583646 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1583674.625000 Penalty: 4711.527344
	Iteration 16Q: 3 clusters Score -1583675 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1583699.750000 Penalty: 4711.527344
	Iteration 17Q: 3 clusters Score -1583700 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1583710.000000 Penalty: 4711.527344
	Iteration 18Q: 3 clusters Score -1583710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1583714.500000 Penalty: 4711.527344
	Iteration 19Q: 3 clusters Score -1583714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1583726.500000 Penalty: 4711.527344
	Iteration 20F: 3 clusters Score -1583726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1583728.375000 Penalty: 4711.527344
	Iteration 21Q: 3 clusters Score -1583728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1583732.125000 Penalty: 4711.527344
	Iteration 22Q: 3 clusters Score -1583732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1583736.250000 Penalty: 4711.527344
	Iteration 23Q: 3 clusters Score -1583736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1583743.250000 Penalty: 4711.527344
	Iteration 24Q: 3 clusters Score -1583743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1583745.500000 Penalty: 4711.527344
	Iteration 25Q: 3 clusters Score -1583746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1583748.750000 Penalty: 4711.527344
	Iteration 26Q: 3 clusters Score -1583749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1583749.875000 Penalty: 4711.527344
	Iteration 27Q: 3 clusters Score -1583750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1583750.500000 Penalty: 4711.527344
	Iteration 28Q: 3 clusters Score -1583750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1583749.750000 Penalty: 4711.527344
	Iteration 29Q: 3 clusters Score -1583750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1583747.500000 Penalty: 4711.527344
	Iteration 30Q: 3 clusters Score -1583748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1583745.750000 Penalty: 4711.527344
	Iteration 31Q: 3 clusters Score -1583746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1583746.250000 Penalty: 4711.527344
	Iteration 32Q: 3 clusters Score -1583746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1583749.250000 Penalty: 4711.527344
	Iteration 33Q: 3 clusters Score -1583749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1583749.375000 Penalty: 4711.527344
	Iteration 34Q: 3 clusters Score -1583749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1583751.000000 Penalty: 4711.527344
	Iteration 35Q: 3 clusters Score -1583751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1583751.375000 Penalty: 4711.527344
	Iteration 36Q: 3 clusters Score -1583751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1583754.375000 Penalty: 4711.527344
	Iteration 37Q: 3 clusters Score -1583754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1583753.000000 Penalty: 4711.527344
	Iteration 38Q: 3 clusters Score -1583753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1583753.500000 Penalty: 4711.527344
	Iteration 39Q: 3 clusters Score -1583754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1583754.625000 Penalty: 4711.527344
	Iteration 40F: 3 clusters Score -1583755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1583753.375000 Penalty: 4711.527344
	Iteration 41Q: 3 clusters Score -1583753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1583754.625000 Penalty: 4711.527344
	Iteration 42Q: 3 clusters Score -1583755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1583754.125000 Penalty: 4711.527344
	Iteration 43Q: 3 clusters Score -1583754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1583754.375000 Penalty: 4711.527344
	Iteration 44Q: 3 clusters Score -1583754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1583755.250000 Penalty: 4711.527344
	Iteration 45Q: 3 clusters Score -1583755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1583755.750000 Penalty: 4711.527344
	Iteration 46Q: 3 clusters Score -1583756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1583757.250000 Penalty: 4711.527344
	Iteration 47Q: 3 clusters Score -1583757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1583761.000000 Penalty: 4711.527344
	Iteration 48Q: 3 clusters Score -1583761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1583756.500000 Penalty: 4711.527344
	Iteration 49Q: 3 clusters Score -1583756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1583759.625000 Penalty: 4711.527344
	Iteration 50Q: 3 clusters Score -1583760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1583761.375000 Penalty: 4711.527344
	Iteration 51Q: 3 clusters Score -1583761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1583761.500000 Penalty: 4711.527344
	Iteration 52Q: 3 clusters Score -1583762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1583758.750000 Penalty: 4711.527344
	Iteration 53Q: 3 clusters Score -1583759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1583761.125000 Penalty: 4711.527344
	Iteration 54Q: 3 clusters Score -1583761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1583761.875000 Penalty: 4711.527344
	Iteration 55Q: 3 clusters Score -1583762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1583763.000000 Penalty: 4711.527344
	Iteration 56Q: 3 clusters Score -1583763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1583761.375000 Penalty: 4711.527344
	Iteration 57Q: 3 clusters Score -1583761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1583765.500000 Penalty: 4711.527344
	Iteration 58Q: 3 clusters Score -1583766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1583770.000000 Penalty: 4711.527344
	Iteration 59Q: 3 clusters Score -1583770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1583770.375000 Penalty: 4711.527344
	Iteration 60F: 3 clusters Score -1583770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1583770.375000 Penalty: 4711.527344
	Iteration 61Q: 3 clusters Score -1583770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1583770.375000 Penalty: 4711.527344
	Iteration 62Q: 3 clusters Score -1583770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1583773.375000 Penalty: 4711.527344
	Iteration 63Q: 3 clusters Score -1583773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1583772.250000 Penalty: 4711.527344
	Iteration 64Q: 3 clusters Score -1583772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1583773.750000 Penalty: 4711.527344
	Iteration 65Q: 3 clusters Score -1583774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1583773.500000 Penalty: 4711.527344
	Iteration 66Q: 3 clusters Score -1583774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1583775.375000 Penalty: 4711.527344
	Iteration 67Q: 3 clusters Score -1583775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1583776.000000 Penalty: 4711.527344
	Iteration 68Q: 3 clusters Score -1583776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1583775.750000 Penalty: 4711.527344
	Iteration 69Q: 3 clusters Score -1583776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1583775.000000 Penalty: 4711.527344
	Iteration 70Q: 3 clusters Score -1583775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1583777.875000 Penalty: 4711.527344
	Iteration 71Q: 3 clusters Score -1583778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1583782.750000 Penalty: 4711.527344
	Iteration 72Q: 3 clusters Score -1583783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1583779.375000 Penalty: 4711.527344
	Iteration 73Q: 3 clusters Score -1583779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1583780.625000 Penalty: 4711.527344
	Iteration 74Q: 3 clusters Score -1583781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1583780.125000 Penalty: 4711.527344
	Iteration 75Q: 3 clusters Score -1583780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1583782.125000 Penalty: 4711.527344
	Iteration 76Q: 3 clusters Score -1583782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1583779.750000 Penalty: 4711.527344
	Iteration 77Q: 3 clusters Score -1583780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1583782.125000 Penalty: 4711.527344
	Iteration 78Q: 3 clusters Score -1583782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1583782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1583781.500000 Penalty: 4711.527344
	Iteration 80F: 3 clusters Score -1583782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4154 members 
Entering Unmasked Estep 
Score: -406038.687500 Penalty: 2066.293213
	Iteration 0F: 2 clusters Score -406038.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -402097.406250 Penalty: 4132.586426
	Iteration 0F: 3 clusters Score -402097.4 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -403094.593750 Penalty: 4132.586426
	Iteration 1F: 3 clusters Score -403094.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -403353.031250 Penalty: 4132.586426
	Iteration 2F: 3 clusters Score -403353 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -403509.062500 Penalty: 4132.586426
	Iteration 3F: 3 clusters Score -403509.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -403620.125000 Penalty: 4132.586426
	Iteration 4Q: 3 clusters Score -403620.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -403715.468750 Penalty: 4132.586426
	Iteration 5Q: 3 clusters Score -403715.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -403823.312500 Penalty: 4132.586426
	Iteration 6Q: 3 clusters Score -403823.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -403890.343750 Penalty: 4132.586426
	Iteration 7Q: 3 clusters Score -403890.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -403952.312500 Penalty: 4132.586426
	Iteration 8Q: 3 clusters Score -403952.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -404016.312500 Penalty: 4132.586426
	Iteration 9Q: 3 clusters Score -404016.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -404075.531250 Penalty: 4132.586426
	Iteration 10Q: 3 clusters Score -404075.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -404135.593750 Penalty: 4132.586426
	Iteration 11Q: 3 clusters Score -404135.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -404198.343750 Penalty: 4132.586426
	Iteration 12Q: 3 clusters Score -404198.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -404277.500000 Penalty: 4132.586426
	Iteration 13Q: 3 clusters Score -404277.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -404348.406250 Penalty: 4132.586426
	Iteration 14Q: 3 clusters Score -404348.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -404412.312500 Penalty: 4132.586426
	Iteration 15Q: 3 clusters Score -404412.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -404491.625000 Penalty: 4132.586426
	Iteration 16Q: 3 clusters Score -404491.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -404595.500000 Penalty: 4132.586426
	Iteration 17Q: 3 clusters Score -404595.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -404703.562500 Penalty: 4132.586426
	Iteration 18Q: 3 clusters Score -404703.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -404862.812500 Penalty: 4132.586426
	Iteration 19Q: 3 clusters Score -404862.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -405055.312500 Penalty: 4132.586426
	Iteration 20F: 3 clusters Score -405055.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -405180.406250 Penalty: 4132.586426
	Iteration 21Q: 3 clusters Score -405180.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -405275.843750 Penalty: 4132.586426
	Iteration 22Q: 3 clusters Score -405275.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -405339.906250 Penalty: 4132.586426
	Iteration 23Q: 3 clusters Score -405339.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -405372.812500 Penalty: 4132.586426
	Iteration 24Q: 3 clusters Score -405372.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -405394.812500 Penalty: 4132.586426
	Iteration 25Q: 3 clusters Score -405394.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -405403.781250 Penalty: 4132.586426
	Iteration 26Q: 3 clusters Score -405403.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -405407.625000 Penalty: 4132.586426
	Iteration 27Q: 3 clusters Score -405407.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -405408.906250 Penalty: 4132.586426
	Iteration 28Q: 3 clusters Score -405408.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -405410.187500 Penalty: 4132.586426
	Iteration 29Q: 3 clusters Score -405410.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -405412.343750 Penalty: 4132.586426
	Iteration 30Q: 3 clusters Score -405412.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -405412.406250 Penalty: 4132.586426
	Iteration 31Q: 3 clusters Score -405412.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -405412.406250 Penalty: 4132.586426
	Iteration 32F: 3 clusters Score -405412.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (84040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84040 members 
Entering Unmasked Estep 
Score: -10158709.000000 Penalty: 2812.083984
	Iteration 0F: 2 clusters Score -1.015871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -10102297.000000 Penalty: 5624.167969
	Iteration 0F: 3 clusters Score -1.01023e+07 nChanged 39498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -10124727.000000 Penalty: 5624.167969
	Iteration 1F: 3 clusters Score -1.012473e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -10125403.000000 Penalty: 5624.167969
	Iteration 2Q: 3 clusters Score -1.01254e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -10126244.000000 Penalty: 5624.167969
	Iteration 3Q: 3 clusters Score -1.012624e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -10127442.000000 Penalty: 5624.167969
	Iteration 4Q: 3 clusters Score -1.012744e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -10129446.000000 Penalty: 5624.167969
	Iteration 5F: 3 clusters Score -1.012945e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 58566 members 
Entering Unmasked Estep 
Score: -10132952.000000 Penalty: 5624.167969
	Iteration 6F: 3 clusters Score -1.013295e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 65378 members 
Entering Unmasked Estep 
Score: -10138436.000000 Penalty: 5624.167969
	Iteration 7F: 3 clusters Score -1.013844e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 72805 members 
Entering Unmasked Estep 
Score: -10145614.000000 Penalty: 5624.167969
	Iteration 8F: 3 clusters Score -1.014561e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 78691 members 
Entering Unmasked Estep 
Score: -10151537.000000 Penalty: 5624.167969
	Iteration 9F: 3 clusters Score -1.015154e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 81819 members 
Entering Unmasked Estep 
Score: -10154553.000000 Penalty: 5624.167969
	Iteration 10Q: 3 clusters Score -1.015455e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 83017 members 
Entering Unmasked Estep 
Score: -10155696.000000 Penalty: 5624.167969
	Iteration 11Q: 3 clusters Score -1.01557e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 83403 members 
Entering Unmasked Estep 
Score: -10156068.000000 Penalty: 5624.167969
	Iteration 12Q: 3 clusters Score -1.015607e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 83528 members 
Entering Unmasked Estep 
Score: -10156202.000000 Penalty: 5624.167969
	Iteration 13Q: 3 clusters Score -1.01562e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 83577 members 
Entering Unmasked Estep 
Score: -10156298.000000 Penalty: 5624.167969
	Iteration 14Q: 3 clusters Score -1.01563e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 83604 members 
Entering Unmasked Estep 
Score: -10156345.000000 Penalty: 5624.167969
	Iteration 15Q: 3 clusters Score -1.015634e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 83618 members 
Entering Unmasked Estep 
Score: -10156352.000000 Penalty: 5624.167969
	Iteration 16Q: 3 clusters Score -1.015635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 83628 members 
Entering Unmasked Estep 
Score: -10156363.000000 Penalty: 5624.167969
	Iteration 17Q: 3 clusters Score -1.015636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 83627 members 
Entering Unmasked Estep 
Score: -10156368.000000 Penalty: 5624.167969
	Iteration 18Q: 3 clusters Score -1.015637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 83632 members 
Entering Unmasked Estep 
Score: -10156377.000000 Penalty: 5624.167969
	Iteration 19Q: 3 clusters Score -1.015638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 83638 members 
Entering Unmasked Estep 
Score: -10156384.000000 Penalty: 5624.167969
	Iteration 20F: 3 clusters Score -1.015638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 83640 members 
Entering Unmasked Estep 
Score: -10156385.000000 Penalty: 5624.167969
	Iteration 21Q: 3 clusters Score -1.015638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 83642 members 
Entering Unmasked Estep 
Score: -10156392.000000 Penalty: 5624.167969
	Iteration 22Q: 3 clusters Score -1.015639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 83643 members 
Entering Unmasked Estep 
Score: -10156382.000000 Penalty: 5624.167969
	Iteration 23Q: 3 clusters Score -1.015638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 83644 members 
Entering Unmasked Estep 
Score: -10156383.000000 Penalty: 5624.167969
	Iteration 24Q: 3 clusters Score -1.015638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 83644 members 
Entering Unmasked Estep 
Score: -10156383.000000 Penalty: 5624.167969
	Iteration 25F: 3 clusters Score -1.015638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 2219 members 
Mstep: Class 4 contains 103528 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 53815 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 82512 members 
Mstep: Class 10 contains 16051 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 26998 members 
Mstep: Class 13 contains 17933 members 
Mstep: Class 14 contains 286602 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 6347 members 
Mstep: Class 18 contains 14322 members 
Mstep: Class 19 contains 270071 members 
Mstep: Class 20 contains 171297 members 
Mstep: Class 21 contains 23881 members 
Mstep: Class 22 contains 37578 members 
Mstep: Class 23 contains 13347 members 
Mstep: Class 24 contains 4154 members 
Mstep: Class 25 contains 84040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613728.000000 Penalty: 94130.875000
Iteration 79Q: 28 clusters Score -1.546137e+08 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 2225 members 
Mstep: Class 4 contains 103274 members 
Mstep: Class 5 contains 388 members 
Mstep: Class 6 contains 53817 members 
Mstep: Class 7 contains 16259 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 82429 members 
Mstep: Class 10 contains 16055 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 26862 members 
Mstep: Class 13 contains 17934 members 
Mstep: Class 14 contains 288147 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 8635 members 
Mstep: Class 17 contains 6343 members 
Mstep: Class 18 contains 14323 members 
Mstep: Class 19 contains 269270 members 
Mstep: Class 20 contains 170793 members 
Mstep: Class 21 contains 23908 members 
Mstep: Class 22 contains 37586 members 
Mstep: Class 23 contains 13369 members 
Mstep: Class 24 contains 4096 members 
Mstep: Class 25 contains 84082 members 
Mstep: Class 26 contains 1625 members 
Mstep: Class 27 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613936.000000 Penalty: 94130.875000
Iteration 80F: 28 clusters Score -1.546139e+08 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 2195 members 
Mstep: Class 4 contains 103077 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53815 members 
Mstep: Class 7 contains 16218 members 
Mstep: Class 8 contains 3945 members 
Mstep: Class 9 contains 82385 members 
Mstep: Class 10 contains 16053 members 
Mstep: Class 11 contains 471 members 
Mstep: Class 12 contains 26704 members 
Mstep: Class 13 contains 17949 members 
Mstep: Class 14 contains 289423 members 
Mstep: Class 15 contains 2274 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 14311 members 
Mstep: Class 19 contains 268741 members 
Mstep: Class 20 contains 170270 members 
Mstep: Class 21 contains 23911 members 
Mstep: Class 22 contains 37554 members 
Mstep: Class 23 contains 13397 members 
Mstep: Class 24 contains 4053 members 
Mstep: Class 25 contains 83843 members 
Mstep: Class 26 contains 1664 members 
Mstep: Class 27 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614288.000000 Penalty: 94130.875000
Iteration 81Q: 28 clusters Score -1.546143e+08 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 102878 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53803 members 
Mstep: Class 7 contains 16194 members 
Mstep: Class 8 contains 3945 members 
Mstep: Class 9 contains 82319 members 
Mstep: Class 10 contains 16058 members 
Mstep: Class 11 contains 460 members 
Mstep: Class 12 contains 26574 members 
Mstep: Class 13 contains 17964 members 
Mstep: Class 14 contains 290361 members 
Mstep: Class 15 contains 2365 members 
Mstep: Class 16 contains 8589 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 14302 members 
Mstep: Class 19 contains 268561 members 
Mstep: Class 20 contains 169765 members 
Mstep: Class 21 contains 23918 members 
Mstep: Class 22 contains 37498 members 
Mstep: Class 23 contains 13420 members 
Mstep: Class 24 contains 4037 members 
Mstep: Class 25 contains 83677 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 1629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614480.000000 Penalty: 94130.875000
Iteration 82Q: 28 clusters Score -1.546145e+08 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 102740 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53762 members 
Mstep: Class 7 contains 16174 members 
Mstep: Class 8 contains 3945 members 
Mstep: Class 9 contains 82298 members 
Mstep: Class 10 contains 16056 members 
Mstep: Class 11 contains 454 members 
Mstep: Class 12 contains 26439 members 
Mstep: Class 13 contains 17970 members 
Mstep: Class 14 contains 291059 members 
Mstep: Class 15 contains 2438 members 
Mstep: Class 16 contains 8606 members 
Mstep: Class 17 contains 6319 members 
Mstep: Class 18 contains 14291 members 
Mstep: Class 19 contains 268608 members 
Mstep: Class 20 contains 169271 members 
Mstep: Class 21 contains 23931 members 
Mstep: Class 22 contains 37468 members 
Mstep: Class 23 contains 13452 members 
Mstep: Class 24 contains 4036 members 
Mstep: Class 25 contains 83489 members 
Mstep: Class 26 contains 1684 members 
Mstep: Class 27 contains 1895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614288.000000 Penalty: 94130.875000
Iteration 83Q: 28 clusters Score -1.546143e+08 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 2129 members 
Mstep: Class 4 contains 102645 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53737 members 
Mstep: Class 7 contains 16139 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 82296 members 
Mstep: Class 10 contains 16054 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 26364 members 
Mstep: Class 13 contains 17976 members 
Mstep: Class 14 contains 291511 members 
Mstep: Class 15 contains 2486 members 
Mstep: Class 16 contains 8635 members 
Mstep: Class 17 contains 6312 members 
Mstep: Class 18 contains 14264 members 
Mstep: Class 19 contains 268741 members 
Mstep: Class 20 contains 168886 members 
Mstep: Class 21 contains 23949 members 
Mstep: Class 22 contains 37438 members 
Mstep: Class 23 contains 13469 members 
Mstep: Class 24 contains 4031 members 
Mstep: Class 25 contains 83301 members 
Mstep: Class 26 contains 1686 members 
Mstep: Class 27 contains 2114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614880.000000 Penalty: 94130.875000
Iteration 84Q: 28 clusters Score -1.546149e+08 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 2116 members 
Mstep: Class 4 contains 102615 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53740 members 
Mstep: Class 7 contains 16103 members 
Mstep: Class 8 contains 3938 members 
Mstep: Class 9 contains 82318 members 
Mstep: Class 10 contains 16057 members 
Mstep: Class 11 contains 447 members 
Mstep: Class 12 contains 26298 members 
Mstep: Class 13 contains 17990 members 
Mstep: Class 14 contains 291859 members 
Mstep: Class 15 contains 2524 members 
Mstep: Class 16 contains 8660 members 
Mstep: Class 17 contains 6315 members 
Mstep: Class 18 contains 14242 members 
Mstep: Class 19 contains 268841 members 
Mstep: Class 20 contains 168500 members 
Mstep: Class 21 contains 23969 members 
Mstep: Class 22 contains 37425 members 
Mstep: Class 23 contains 13483 members 
Mstep: Class 24 contains 4018 members 
Mstep: Class 25 contains 83122 members 
Mstep: Class 26 contains 1688 members 
Mstep: Class 27 contains 2278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614768.000000 Penalty: 94130.875000
Iteration 85Q: 28 clusters Score -1.546148e+08 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 2105 members 
Mstep: Class 4 contains 102587 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53768 members 
Mstep: Class 7 contains 16083 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 82346 members 
Mstep: Class 10 contains 16069 members 
Mstep: Class 11 contains 444 members 
Mstep: Class 12 contains 26245 members 
Mstep: Class 13 contains 18001 members 
Mstep: Class 14 contains 292005 members 
Mstep: Class 15 contains 2548 members 
Mstep: Class 16 contains 8689 members 
Mstep: Class 17 contains 6317 members 
Mstep: Class 18 contains 14222 members 
Mstep: Class 19 contains 269068 members 
Mstep: Class 20 contains 168166 members 
Mstep: Class 21 contains 23991 members 
Mstep: Class 22 contains 37407 members 
Mstep: Class 23 contains 13494 members 
Mstep: Class 24 contains 4013 members 
Mstep: Class 25 contains 82978 members 
Mstep: Class 26 contains 1691 members 
Mstep: Class 27 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614672.000000 Penalty: 94130.875000
Iteration 86Q: 28 clusters Score -1.546147e+08 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 2097 members 
Mstep: Class 4 contains 102562 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53798 members 
Mstep: Class 7 contains 16059 members 
Mstep: Class 8 contains 3950 members 
Mstep: Class 9 contains 82376 members 
Mstep: Class 10 contains 16088 members 
Mstep: Class 11 contains 441 members 
Mstep: Class 12 contains 26192 members 
Mstep: Class 13 contains 18020 members 
Mstep: Class 14 contains 291895 members 
Mstep: Class 15 contains 2567 members 
Mstep: Class 16 contains 8706 members 
Mstep: Class 17 contains 6320 members 
Mstep: Class 18 contains 14202 members 
Mstep: Class 19 contains 269411 members 
Mstep: Class 20 contains 167923 members 
Mstep: Class 21 contains 24032 members 
Mstep: Class 22 contains 37394 members 
Mstep: Class 23 contains 13525 members 
Mstep: Class 24 contains 4010 members 
Mstep: Class 25 contains 82837 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 2447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614576.000000 Penalty: 94130.875000
Iteration 87Q: 28 clusters Score -1.546146e+08 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 2093 members 
Mstep: Class 4 contains 102540 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53802 members 
Mstep: Class 7 contains 16029 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 82426 members 
Mstep: Class 10 contains 16088 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 26151 members 
Mstep: Class 13 contains 18041 members 
Mstep: Class 14 contains 291549 members 
Mstep: Class 15 contains 2589 members 
Mstep: Class 16 contains 8718 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 14179 members 
Mstep: Class 19 contains 269918 members 
Mstep: Class 20 contains 167803 members 
Mstep: Class 21 contains 24050 members 
Mstep: Class 22 contains 37373 members 
Mstep: Class 23 contains 13539 members 
Mstep: Class 24 contains 4008 members 
Mstep: Class 25 contains 82699 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 2500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614208.000000 Penalty: 94130.875000
Iteration 88Q: 28 clusters Score -1.546142e+08 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2084 members 
Mstep: Class 4 contains 102504 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53799 members 
Mstep: Class 7 contains 16022 members 
Mstep: Class 8 contains 3971 members 
Mstep: Class 9 contains 82492 members 
Mstep: Class 10 contains 16086 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 26125 members 
Mstep: Class 13 contains 18066 members 
Mstep: Class 14 contains 291090 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 8731 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 270482 members 
Mstep: Class 20 contains 167711 members 
Mstep: Class 21 contains 24085 members 
Mstep: Class 22 contains 37346 members 
Mstep: Class 23 contains 13564 members 
Mstep: Class 24 contains 3998 members 
Mstep: Class 25 contains 82552 members 
Mstep: Class 26 contains 1696 members 
Mstep: Class 27 contains 2545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614144.000000 Penalty: 94130.875000
Iteration 89Q: 28 clusters Score -1.546141e+08 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2082 members 
Mstep: Class 4 contains 102464 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53827 members 
Mstep: Class 7 contains 16019 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 82591 members 
Mstep: Class 10 contains 16091 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 26091 members 
Mstep: Class 13 contains 18072 members 
Mstep: Class 14 contains 290377 members 
Mstep: Class 15 contains 2614 members 
Mstep: Class 16 contains 8746 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 14159 members 
Mstep: Class 19 contains 271102 members 
Mstep: Class 20 contains 167752 members 
Mstep: Class 21 contains 24116 members 
Mstep: Class 22 contains 37331 members 
Mstep: Class 23 contains 13605 members 
Mstep: Class 24 contains 3991 members 
Mstep: Class 25 contains 82417 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613632.000000 Penalty: 94130.875000
Iteration 90Q: 28 clusters Score -1.546136e+08 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2081 members 
Mstep: Class 4 contains 102475 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53860 members 
Mstep: Class 7 contains 16005 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 82692 members 
Mstep: Class 10 contains 16097 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 26062 members 
Mstep: Class 13 contains 18092 members 
Mstep: Class 14 contains 289597 members 
Mstep: Class 15 contains 2619 members 
Mstep: Class 16 contains 8754 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 14153 members 
Mstep: Class 19 contains 271770 members 
Mstep: Class 20 contains 167761 members 
Mstep: Class 21 contains 24144 members 
Mstep: Class 22 contains 37320 members 
Mstep: Class 23 contains 13632 members 
Mstep: Class 24 contains 3985 members 
Mstep: Class 25 contains 82306 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613664.000000 Penalty: 94130.875000
Iteration 91Q: 28 clusters Score -1.546137e+08 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2079 members 
Mstep: Class 4 contains 102514 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53900 members 
Mstep: Class 7 contains 15987 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 82751 members 
Mstep: Class 10 contains 16105 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 26039 members 
Mstep: Class 13 contains 18093 members 
Mstep: Class 14 contains 288660 members 
Mstep: Class 15 contains 2623 members 
Mstep: Class 16 contains 8764 members 
Mstep: Class 17 contains 6334 members 
Mstep: Class 18 contains 14148 members 
Mstep: Class 19 contains 272571 members 
Mstep: Class 20 contains 167811 members 
Mstep: Class 21 contains 24172 members 
Mstep: Class 22 contains 37292 members 
Mstep: Class 23 contains 13661 members 
Mstep: Class 24 contains 3981 members 
Mstep: Class 25 contains 82177 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612672.000000 Penalty: 94130.875000
Iteration 92Q: 28 clusters Score -1.546127e+08 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2078 members 
Mstep: Class 4 contains 102580 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53934 members 
Mstep: Class 7 contains 15975 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 82809 members 
Mstep: Class 10 contains 16112 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 26022 members 
Mstep: Class 13 contains 18104 members 
Mstep: Class 14 contains 287683 members 
Mstep: Class 15 contains 2627 members 
Mstep: Class 16 contains 8776 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 14132 members 
Mstep: Class 19 contains 273332 members 
Mstep: Class 20 contains 167884 members 
Mstep: Class 21 contains 24206 members 
Mstep: Class 22 contains 37274 members 
Mstep: Class 23 contains 13705 members 
Mstep: Class 24 contains 3977 members 
Mstep: Class 25 contains 82047 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612672.000000 Penalty: 94130.875000
Iteration 93Q: 28 clusters Score -1.546127e+08 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2079 members 
Mstep: Class 4 contains 102664 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53953 members 
Mstep: Class 7 contains 15962 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 82845 members 
Mstep: Class 10 contains 16123 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 26011 members 
Mstep: Class 13 contains 18126 members 
Mstep: Class 14 contains 286614 members 
Mstep: Class 15 contains 2629 members 
Mstep: Class 16 contains 8787 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 14117 members 
Mstep: Class 19 contains 274230 members 
Mstep: Class 20 contains 167952 members 
Mstep: Class 21 contains 24235 members 
Mstep: Class 22 contains 37250 members 
Mstep: Class 23 contains 13719 members 
Mstep: Class 24 contains 3972 members 
Mstep: Class 25 contains 81916 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612784.000000 Penalty: 94130.875000
Iteration 94Q: 28 clusters Score -1.546128e+08 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2081 members 
Mstep: Class 4 contains 102751 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53972 members 
Mstep: Class 7 contains 15942 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 82885 members 
Mstep: Class 10 contains 16126 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 26000 members 
Mstep: Class 13 contains 18135 members 
Mstep: Class 14 contains 285449 members 
Mstep: Class 15 contains 2631 members 
Mstep: Class 16 contains 8796 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 14110 members 
Mstep: Class 19 contains 275205 members 
Mstep: Class 20 contains 168018 members 
Mstep: Class 21 contains 24262 members 
Mstep: Class 22 contains 37223 members 
Mstep: Class 23 contains 13739 members 
Mstep: Class 24 contains 3968 members 
Mstep: Class 25 contains 81817 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613328.000000 Penalty: 94130.875000
Iteration 95Q: 28 clusters Score -1.546133e+08 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2078 members 
Mstep: Class 4 contains 102859 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54011 members 
Mstep: Class 7 contains 15931 members 
Mstep: Class 8 contains 3980 members 
Mstep: Class 9 contains 82922 members 
Mstep: Class 10 contains 16130 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25988 members 
Mstep: Class 13 contains 18165 members 
Mstep: Class 14 contains 284286 members 
Mstep: Class 15 contains 2632 members 
Mstep: Class 16 contains 8799 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 14090 members 
Mstep: Class 19 contains 276165 members 
Mstep: Class 20 contains 168085 members 
Mstep: Class 21 contains 24285 members 
Mstep: Class 22 contains 37209 members 
Mstep: Class 23 contains 13755 members 
Mstep: Class 24 contains 3968 members 
Mstep: Class 25 contains 81699 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613472.000000 Penalty: 94130.875000
Iteration 96Q: 28 clusters Score -1.546135e+08 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2079 members 
Mstep: Class 4 contains 102965 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54030 members 
Mstep: Class 7 contains 15926 members 
Mstep: Class 8 contains 3989 members 
Mstep: Class 9 contains 82949 members 
Mstep: Class 10 contains 16123 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25984 members 
Mstep: Class 13 contains 18178 members 
Mstep: Class 14 contains 283086 members 
Mstep: Class 15 contains 2634 members 
Mstep: Class 16 contains 8807 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 277174 members 
Mstep: Class 20 contains 168187 members 
Mstep: Class 21 contains 24304 members 
Mstep: Class 22 contains 37199 members 
Mstep: Class 23 contains 13754 members 
Mstep: Class 24 contains 3967 members 
Mstep: Class 25 contains 81587 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613360.000000 Penalty: 94130.875000
Iteration 97Q: 28 clusters Score -1.546134e+08 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2076 members 
Mstep: Class 4 contains 103052 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54069 members 
Mstep: Class 7 contains 15921 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 82999 members 
Mstep: Class 10 contains 16124 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25978 members 
Mstep: Class 13 contains 18176 members 
Mstep: Class 14 contains 281914 members 
Mstep: Class 15 contains 2637 members 
Mstep: Class 16 contains 8808 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 14037 members 
Mstep: Class 19 contains 278070 members 
Mstep: Class 20 contains 168316 members 
Mstep: Class 21 contains 24334 members 
Mstep: Class 22 contains 37177 members 
Mstep: Class 23 contains 13772 members 
Mstep: Class 24 contains 3964 members 
Mstep: Class 25 contains 81496 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613296.000000 Penalty: 94130.875000
Iteration 98Q: 28 clusters Score -1.546133e+08 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2073 members 
Mstep: Class 4 contains 103144 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54124 members 
Mstep: Class 7 contains 15923 members 
Mstep: Class 8 contains 3992 members 
Mstep: Class 9 contains 83042 members 
Mstep: Class 10 contains 16127 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25971 members 
Mstep: Class 13 contains 18182 members 
Mstep: Class 14 contains 280837 members 
Mstep: Class 15 contains 2637 members 
Mstep: Class 16 contains 8810 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 14028 members 
Mstep: Class 19 contains 278868 members 
Mstep: Class 20 contains 168444 members 
Mstep: Class 21 contains 24355 members 
Mstep: Class 22 contains 37151 members 
Mstep: Class 23 contains 13787 members 
Mstep: Class 24 contains 3964 members 
Mstep: Class 25 contains 81400 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612912.000000 Penalty: 94130.875000
Iteration 99Q: 28 clusters Score -1.546129e+08 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 103267 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54160 members 
Mstep: Class 7 contains 15919 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 83077 members 
Mstep: Class 10 contains 16133 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25960 members 
Mstep: Class 13 contains 18181 members 
Mstep: Class 14 contains 279821 members 
Mstep: Class 15 contains 2640 members 
Mstep: Class 16 contains 8810 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 14006 members 
Mstep: Class 19 contains 279600 members 
Mstep: Class 20 contains 168561 members 
Mstep: Class 21 contains 24376 members 
Mstep: Class 22 contains 37137 members 
Mstep: Class 23 contains 13800 members 
Mstep: Class 24 contains 3964 members 
Mstep: Class 25 contains 81332 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612896.000000 Penalty: 94130.875000
Iteration 100F: 28 clusters Score -1.546129e+08 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2075 members 
Mstep: Class 4 contains 103378 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54198 members 
Mstep: Class 7 contains 15917 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 83096 members 
Mstep: Class 10 contains 16131 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25953 members 
Mstep: Class 13 contains 18184 members 
Mstep: Class 14 contains 278926 members 
Mstep: Class 15 contains 2642 members 
Mstep: Class 16 contains 8811 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 13989 members 
Mstep: Class 19 contains 280224 members 
Mstep: Class 20 contains 168670 members 
Mstep: Class 21 contains 24400 members 
Mstep: Class 22 contains 37123 members 
Mstep: Class 23 contains 13808 members 
Mstep: Class 24 contains 3964 members 
Mstep: Class 25 contains 81282 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613072.000000 Penalty: 94130.875000
Iteration 101Q: 28 clusters Score -1.546131e+08 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 103477 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54235 members 
Mstep: Class 7 contains 15915 members 
Mstep: Class 8 contains 3995 members 
Mstep: Class 9 contains 83107 members 
Mstep: Class 10 contains 16131 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25941 members 
Mstep: Class 13 contains 18189 members 
Mstep: Class 14 contains 278084 members 
Mstep: Class 15 contains 2646 members 
Mstep: Class 16 contains 8811 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 13988 members 
Mstep: Class 19 contains 280755 members 
Mstep: Class 20 contains 168823 members 
Mstep: Class 21 contains 24425 members 
Mstep: Class 22 contains 37105 members 
Mstep: Class 23 contains 13824 members 
Mstep: Class 24 contains 3962 members 
Mstep: Class 25 contains 81226 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612912.000000 Penalty: 94130.875000
Iteration 102Q: 28 clusters Score -1.546129e+08 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 103581 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54276 members 
Mstep: Class 7 contains 15912 members 
Mstep: Class 8 contains 3995 members 
Mstep: Class 9 contains 83104 members 
Mstep: Class 10 contains 16133 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25934 members 
Mstep: Class 13 contains 18185 members 
Mstep: Class 14 contains 277315 members 
Mstep: Class 15 contains 2647 members 
Mstep: Class 16 contains 8813 members 
Mstep: Class 17 contains 6326 members 
Mstep: Class 18 contains 13989 members 
Mstep: Class 19 contains 281173 members 
Mstep: Class 20 contains 169010 members 
Mstep: Class 21 contains 24456 members 
Mstep: Class 22 contains 37082 members 
Mstep: Class 23 contains 13839 members 
Mstep: Class 24 contains 3959 members 
Mstep: Class 25 contains 81181 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612848.000000 Penalty: 94130.875000
Iteration 103Q: 28 clusters Score -1.546128e+08 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 103675 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54316 members 
Mstep: Class 7 contains 15907 members 
Mstep: Class 8 contains 3995 members 
Mstep: Class 9 contains 83132 members 
Mstep: Class 10 contains 16136 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25929 members 
Mstep: Class 13 contains 18182 members 
Mstep: Class 14 contains 276607 members 
Mstep: Class 15 contains 2647 members 
Mstep: Class 16 contains 8816 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 13985 members 
Mstep: Class 19 contains 281567 members 
Mstep: Class 20 contains 169168 members 
Mstep: Class 21 contains 24484 members 
Mstep: Class 22 contains 37051 members 
Mstep: Class 23 contains 13846 members 
Mstep: Class 24 contains 3958 members 
Mstep: Class 25 contains 81132 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612576.000000 Penalty: 94130.875000
Iteration 104Q: 28 clusters Score -1.546126e+08 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 103738 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54359 members 
Mstep: Class 7 contains 15905 members 
Mstep: Class 8 contains 3996 members 
Mstep: Class 9 contains 83168 members 
Mstep: Class 10 contains 16140 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25925 members 
Mstep: Class 13 contains 18188 members 
Mstep: Class 14 contains 275920 members 
Mstep: Class 15 contains 2646 members 
Mstep: Class 16 contains 8817 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 13983 members 
Mstep: Class 19 contains 281946 members 
Mstep: Class 20 contains 169337 members 
Mstep: Class 21 contains 24501 members 
Mstep: Class 22 contains 37031 members 
Mstep: Class 23 contains 13861 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 81083 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612800.000000 Penalty: 94130.875000
Iteration 105Q: 28 clusters Score -1.546128e+08 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2073 members 
Mstep: Class 4 contains 103806 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54376 members 
Mstep: Class 7 contains 15902 members 
Mstep: Class 8 contains 3999 members 
Mstep: Class 9 contains 83199 members 
Mstep: Class 10 contains 16143 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25916 members 
Mstep: Class 13 contains 18196 members 
Mstep: Class 14 contains 275297 members 
Mstep: Class 15 contains 2648 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 6326 members 
Mstep: Class 18 contains 13982 members 
Mstep: Class 19 contains 282309 members 
Mstep: Class 20 contains 169491 members 
Mstep: Class 21 contains 24528 members 
Mstep: Class 22 contains 37005 members 
Mstep: Class 23 contains 13870 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 81037 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612688.000000 Penalty: 94130.875000
Iteration 106Q: 28 clusters Score -1.546127e+08 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2073 members 
Mstep: Class 4 contains 103878 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54390 members 
Mstep: Class 7 contains 15902 members 
Mstep: Class 8 contains 4003 members 
Mstep: Class 9 contains 83234 members 
Mstep: Class 10 contains 16140 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25912 members 
Mstep: Class 13 contains 18200 members 
Mstep: Class 14 contains 274707 members 
Mstep: Class 15 contains 2648 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 6326 members 
Mstep: Class 18 contains 13987 members 
Mstep: Class 19 contains 282637 members 
Mstep: Class 20 contains 169615 members 
Mstep: Class 21 contains 24549 members 
Mstep: Class 22 contains 36970 members 
Mstep: Class 23 contains 13886 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 81007 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612704.000000 Penalty: 94130.875000
Iteration 107Q: 28 clusters Score -1.546127e+08 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2073 members 
Mstep: Class 4 contains 103946 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54421 members 
Mstep: Class 7 contains 15899 members 
Mstep: Class 8 contains 4006 members 
Mstep: Class 9 contains 83269 members 
Mstep: Class 10 contains 16141 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25897 members 
Mstep: Class 13 contains 18193 members 
Mstep: Class 14 contains 274143 members 
Mstep: Class 15 contains 2648 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 6324 members 
Mstep: Class 18 contains 13992 members 
Mstep: Class 19 contains 282909 members 
Mstep: Class 20 contains 169775 members 
Mstep: Class 21 contains 24566 members 
Mstep: Class 22 contains 36948 members 
Mstep: Class 23 contains 13903 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 80975 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612656.000000 Penalty: 94130.875000
Iteration 108Q: 28 clusters Score -1.546127e+08 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 104006 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54433 members 
Mstep: Class 7 contains 15901 members 
Mstep: Class 8 contains 4011 members 
Mstep: Class 9 contains 83287 members 
Mstep: Class 10 contains 16138 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25883 members 
Mstep: Class 13 contains 18198 members 
Mstep: Class 14 contains 273661 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 13987 members 
Mstep: Class 19 contains 283132 members 
Mstep: Class 20 contains 169923 members 
Mstep: Class 21 contains 24583 members 
Mstep: Class 22 contains 36932 members 
Mstep: Class 23 contains 13924 members 
Mstep: Class 24 contains 3956 members 
Mstep: Class 25 contains 80948 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612688.000000 Penalty: 94130.875000
Iteration 109Q: 28 clusters Score -1.546127e+08 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 104086 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54454 members 
Mstep: Class 7 contains 15893 members 
Mstep: Class 8 contains 4015 members 
Mstep: Class 9 contains 83319 members 
Mstep: Class 10 contains 16137 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25868 members 
Mstep: Class 13 contains 18188 members 
Mstep: Class 14 contains 273231 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 16 contains 8821 members 
Mstep: Class 17 contains 6324 members 
Mstep: Class 18 contains 13973 members 
Mstep: Class 19 contains 283307 members 
Mstep: Class 20 contains 170024 members 
Mstep: Class 21 contains 24611 members 
Mstep: Class 22 contains 36921 members 
Mstep: Class 23 contains 13937 members 
Mstep: Class 24 contains 3956 members 
Mstep: Class 25 contains 80945 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612688.000000 Penalty: 94130.875000
Iteration 110Q: 28 clusters Score -1.546127e+08 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 104156 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54471 members 
Mstep: Class 7 contains 15888 members 
Mstep: Class 8 contains 4015 members 
Mstep: Class 9 contains 83353 members 
Mstep: Class 10 contains 16136 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25861 members 
Mstep: Class 13 contains 18175 members 
Mstep: Class 14 contains 272904 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 16 contains 8822 members 
Mstep: Class 17 contains 6323 members 
Mstep: Class 18 contains 13948 members 
Mstep: Class 19 contains 283434 members 
Mstep: Class 20 contains 170144 members 
Mstep: Class 21 contains 24638 members 
Mstep: Class 22 contains 36889 members 
Mstep: Class 23 contains 13949 members 
Mstep: Class 24 contains 3953 members 
Mstep: Class 25 contains 80939 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612752.000000 Penalty: 94130.875000
Iteration 111Q: 28 clusters Score -1.546128e+08 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2075 members 
Mstep: Class 4 contains 104201 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54459 members 
Mstep: Class 7 contains 15881 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 83380 members 
Mstep: Class 10 contains 16139 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25848 members 
Mstep: Class 13 contains 18183 members 
Mstep: Class 14 contains 272661 members 
Mstep: Class 15 contains 2652 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 6323 members 
Mstep: Class 18 contains 13924 members 
Mstep: Class 19 contains 283470 members 
Mstep: Class 20 contains 170273 members 
Mstep: Class 21 contains 24665 members 
Mstep: Class 22 contains 36857 members 
Mstep: Class 23 contains 13962 members 
Mstep: Class 24 contains 3952 members 
Mstep: Class 25 contains 80950 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612704.000000 Penalty: 94130.875000
Iteration 112Q: 28 clusters Score -1.546127e+08 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2075 members 
Mstep: Class 4 contains 104231 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54456 members 
Mstep: Class 7 contains 15869 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 83403 members 
Mstep: Class 10 contains 16141 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25839 members 
Mstep: Class 13 contains 18178 members 
Mstep: Class 14 contains 272479 members 
Mstep: Class 15 contains 2655 members 
Mstep: Class 16 contains 8828 members 
Mstep: Class 17 contains 6322 members 
Mstep: Class 18 contains 13905 members 
Mstep: Class 19 contains 283431 members 
Mstep: Class 20 contains 170416 members 
Mstep: Class 21 contains 24691 members 
Mstep: Class 22 contains 36825 members 
Mstep: Class 23 contains 13981 members 
Mstep: Class 24 contains 3948 members 
Mstep: Class 25 contains 80965 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612736.000000 Penalty: 94130.875000
Iteration 113Q: 28 clusters Score -1.546127e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 104275 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54461 members 
Mstep: Class 7 contains 15864 members 
Mstep: Class 8 contains 4015 members 
Mstep: Class 9 contains 83400 members 
Mstep: Class 10 contains 16143 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25833 members 
Mstep: Class 13 contains 18176 members 
Mstep: Class 14 contains 272418 members 
Mstep: Class 15 contains 2656 members 
Mstep: Class 16 contains 8830 members 
Mstep: Class 17 contains 6324 members 
Mstep: Class 18 contains 13883 members 
Mstep: Class 19 contains 283274 members 
Mstep: Class 20 contains 170582 members 
Mstep: Class 21 contains 24713 members 
Mstep: Class 22 contains 36805 members 
Mstep: Class 23 contains 13986 members 
Mstep: Class 24 contains 3947 members 
Mstep: Class 25 contains 80968 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612992.000000 Penalty: 94130.875000
Iteration 114Q: 28 clusters Score -1.54613e+08 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 104319 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54469 members 
Mstep: Class 7 contains 15863 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 83410 members 
Mstep: Class 10 contains 16143 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25829 members 
Mstep: Class 13 contains 18185 members 
Mstep: Class 14 contains 272417 members 
Mstep: Class 15 contains 2657 members 
Mstep: Class 16 contains 8830 members 
Mstep: Class 17 contains 6323 members 
Mstep: Class 18 contains 13859 members 
Mstep: Class 19 contains 282998 members 
Mstep: Class 20 contains 170742 members 
Mstep: Class 21 contains 24734 members 
Mstep: Class 22 contains 36792 members 
Mstep: Class 23 contains 13996 members 
Mstep: Class 24 contains 3945 members 
Mstep: Class 25 contains 80984 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613088.000000 Penalty: 94130.875000
Iteration 115Q: 28 clusters Score -1.546131e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 104353 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54470 members 
Mstep: Class 7 contains 15856 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 83422 members 
Mstep: Class 10 contains 16147 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25826 members 
Mstep: Class 13 contains 18188 members 
Mstep: Class 14 contains 272486 members 
Mstep: Class 15 contains 2659 members 
Mstep: Class 16 contains 8831 members 
Mstep: Class 17 contains 6323 members 
Mstep: Class 18 contains 13850 members 
Mstep: Class 19 contains 282686 members 
Mstep: Class 20 contains 170890 members 
Mstep: Class 21 contains 24757 members 
Mstep: Class 22 contains 36776 members 
Mstep: Class 23 contains 14000 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 81002 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613504.000000 Penalty: 94130.875000
Iteration 116Q: 28 clusters Score -1.546135e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 104375 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54460 members 
Mstep: Class 7 contains 15850 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 9 contains 83429 members 
Mstep: Class 10 contains 16149 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25828 members 
Mstep: Class 13 contains 18187 members 
Mstep: Class 14 contains 272559 members 
Mstep: Class 15 contains 2659 members 
Mstep: Class 16 contains 8833 members 
Mstep: Class 17 contains 6322 members 
Mstep: Class 18 contains 13851 members 
Mstep: Class 19 contains 282382 members 
Mstep: Class 20 contains 171035 members 
Mstep: Class 21 contains 24773 members 
Mstep: Class 22 contains 36763 members 
Mstep: Class 23 contains 14006 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81031 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613616.000000 Penalty: 94130.875000
Iteration 117Q: 28 clusters Score -1.546136e+08 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 104394 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54457 members 
Mstep: Class 7 contains 15851 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 9 contains 83412 members 
Mstep: Class 10 contains 16155 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25824 members 
Mstep: Class 13 contains 18182 members 
Mstep: Class 14 contains 272662 members 
Mstep: Class 15 contains 2659 members 
Mstep: Class 16 contains 8834 members 
Mstep: Class 17 contains 6320 members 
Mstep: Class 18 contains 13843 members 
Mstep: Class 19 contains 282131 members 
Mstep: Class 20 contains 171148 members 
Mstep: Class 21 contains 24790 members 
Mstep: Class 22 contains 36748 members 
Mstep: Class 23 contains 14010 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81040 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613824.000000 Penalty: 94130.875000
Iteration 118Q: 28 clusters Score -1.546138e+08 nChanged 1318
Entering ConstructFrom: 
Score: -154613824.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (25958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Entering Unmasked Estep 
Score: -3246712.000000 Penalty: 2520.730225
	Iteration 0F: 2 clusters Score -3246712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -3228838.250000 Penalty: 5041.460449
	Iteration 0F: 3 clusters Score -3228838 nChanged 11569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -3235156.750000 Penalty: 5041.460449
	Iteration 1F: 3 clusters Score -3235157 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -3235732.750000 Penalty: 5041.460449
	Iteration 2F: 3 clusters Score -3235733 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3236322.250000 Penalty: 5041.460449
	Iteration 3F: 3 clusters Score -3236322 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3236909.000000 Penalty: 5041.460449
	Iteration 4Q: 3 clusters Score -3236909 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -3237541.500000 Penalty: 5041.460449
	Iteration 5Q: 3 clusters Score -3237542 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -3238365.000000 Penalty: 5041.460449
	Iteration 6F: 3 clusters Score -3238365 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3239471.500000 Penalty: 5041.460449
	Iteration 7F: 3 clusters Score -3239472 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -3240875.250000 Penalty: 5041.460449
	Iteration 8F: 3 clusters Score -3240875 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -3242469.000000 Penalty: 5041.460449
	Iteration 9F: 3 clusters Score -3242469 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3244030.750000 Penalty: 5041.460449
	Iteration 10F: 3 clusters Score -3244031 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -3245242.250000 Penalty: 5041.460449
	Iteration 11Q: 3 clusters Score -3245242 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -3245921.000000 Penalty: 5041.460449
	Iteration 12Q: 3 clusters Score -3245921 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -3246238.750000 Penalty: 5041.460449
	Iteration 13Q: 3 clusters Score -3246239 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -3246371.250000 Penalty: 5041.460449
	Iteration 14Q: 3 clusters Score -3246371 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -3246424.750000 Penalty: 5041.460449
	Iteration 15Q: 3 clusters Score -3246425 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -3246460.250000 Penalty: 5041.460449
	Iteration 16Q: 3 clusters Score -3246460 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -3246487.250000 Penalty: 5041.460449
	Iteration 17Q: 3 clusters Score -3246487 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3246492.000000 Penalty: 5041.460449
	Iteration 18Q: 3 clusters Score -3246492 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -3246503.500000 Penalty: 5041.460449
	Iteration 19Q: 3 clusters Score -3246504 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -3246513.000000 Penalty: 5041.460449
	Iteration 20F: 3 clusters Score -3246513 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -3246513.000000 Penalty: 5041.460449
	Iteration 21Q: 3 clusters Score -3246513 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -3246517.500000 Penalty: 5041.460449
	Iteration 22Q: 3 clusters Score -3246518 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -3246522.750000 Penalty: 5041.460449
	Iteration 23Q: 3 clusters Score -3246523 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -3246535.250000 Penalty: 5041.460449
	Iteration 24Q: 3 clusters Score -3246535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -3246530.500000 Penalty: 5041.460449
	Iteration 25Q: 3 clusters Score -3246530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -3246531.000000 Penalty: 5041.460449
	Iteration 26Q: 3 clusters Score -3246531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -3246542.750000 Penalty: 5041.460449
	Iteration 27Q: 3 clusters Score -3246543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -3246544.750000 Penalty: 5041.460449
	Iteration 28Q: 3 clusters Score -3246545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -3246548.250000 Penalty: 5041.460449
	Iteration 29Q: 3 clusters Score -3246548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -3246547.000000 Penalty: 5041.460449
	Iteration 30Q: 3 clusters Score -3246547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -3246552.250000 Penalty: 5041.460449
	Iteration 31Q: 3 clusters Score -3246552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -3246550.000000 Penalty: 5041.460449
	Iteration 32Q: 3 clusters Score -3246550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -3246549.000000 Penalty: 5041.460449
	Iteration 33Q: 3 clusters Score -3246549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -3246548.750000 Penalty: 5041.460449
	Iteration 34Q: 3 clusters Score -3246549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -3246544.000000 Penalty: 5041.460449
	Iteration 35Q: 3 clusters Score -3246544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -3246543.000000 Penalty: 5041.460449
	Iteration 36Q: 3 clusters Score -3246543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -3246544.250000 Penalty: 5041.460449
	Iteration 37Q: 3 clusters Score -3246544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -3246543.000000 Penalty: 5041.460449
	Iteration 38Q: 3 clusters Score -3246543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -3246537.500000 Penalty: 5041.460449
	Iteration 39Q: 3 clusters Score -3246538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -3246540.750000 Penalty: 5041.460449
	Iteration 40F: 3 clusters Score -3246541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -3246538.000000 Penalty: 5041.460449
	Iteration 41Q: 3 clusters Score -3246538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -3246538.750000 Penalty: 5041.460449
	Iteration 42Q: 3 clusters Score -3246539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -3246543.750000 Penalty: 5041.460449
	Iteration 43Q: 3 clusters Score -3246544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -3246542.500000 Penalty: 5041.460449
	Iteration 44Q: 3 clusters Score -3246542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -3246544.500000 Penalty: 5041.460449
	Iteration 45Q: 3 clusters Score -3246544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -3246539.500000 Penalty: 5041.460449
	Iteration 46Q: 3 clusters Score -3246540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -3246537.250000 Penalty: 5041.460449
	Iteration 47Q: 3 clusters Score -3246537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -3246543.250000 Penalty: 5041.460449
	Iteration 48Q: 3 clusters Score -3246543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -3246542.000000 Penalty: 5041.460449
	Iteration 49Q: 3 clusters Score -3246542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -3246542.000000 Penalty: 5041.460449
	Iteration 50F: 3 clusters Score -3246542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -51512.027344 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -51512.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50055.054688 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -50055.05 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50300.707031 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -50300.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50472.597656 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -50472.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50606.867188 Penalty: 3063.229980
	Iteration 3Q: 3 clusters Score -50606.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50721.671875 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -50721.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -50870.359375 Penalty: 3063.229980
	Iteration 5F: 3 clusters Score -50870.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51008.171875 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -51008.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51229.503906 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -51229.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51393.332031 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -51393.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -51510.175781 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -51510.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -51543.375000 Penalty: 3063.229980
	Iteration 10Q: 3 clusters Score -51543.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51573.187500 Penalty: 3063.229980
	Iteration 11Q: 3 clusters Score -51573.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51599.285156 Penalty: 3063.229980
	Iteration 12Q: 3 clusters Score -51599.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51617.199219 Penalty: 3063.229980
	Iteration 13Q: 3 clusters Score -51617.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51654.222656 Penalty: 3063.229980
	Iteration 14Q: 3 clusters Score -51654.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51700.753906 Penalty: 3063.229980
	Iteration 15Q: 3 clusters Score -51700.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51712.539062 Penalty: 3063.229980
	Iteration 16Q: 3 clusters Score -51712.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51712.539062 Penalty: 3063.229980
	Iteration 17F: 3 clusters Score -51712.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 257 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 104426 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54447 members 
Mstep: Class 7 contains 15849 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 83393 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25824 members 
Mstep: Class 13 contains 18173 members 
Mstep: Class 14 contains 272775 members 
Mstep: Class 15 contains 2659 members 
Mstep: Class 16 contains 8835 members 
Mstep: Class 17 contains 6320 members 
Mstep: Class 18 contains 13838 members 
Mstep: Class 19 contains 281901 members 
Mstep: Class 20 contains 171229 members 
Mstep: Class 21 contains 24799 members 
Mstep: Class 22 contains 36735 members 
Mstep: Class 23 contains 14003 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81069 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 224 members 
Entering Unmasked Estep 
Score: -154611888.000000 Penalty: 97617.203125
Splitting cluster 2 changes total score from -154613824.000000 to -154611888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Entering Unmasked Estep 
Score: -234818.875000 Penalty: 1894.034058
	Iteration 0F: 2 clusters Score -234818.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -232125.265625 Penalty: 3788.068115
	Iteration 0F: 3 clusters Score -232125.3 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -232699.703125 Penalty: 3788.068115
	Iteration 1F: 3 clusters Score -232699.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -232856.312500 Penalty: 3788.068115
	Iteration 2F: 3 clusters Score -232856.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -232948.890625 Penalty: 3788.068115
	Iteration 3Q: 3 clusters Score -232948.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -233023.546875 Penalty: 3788.068115
	Iteration 4Q: 3 clusters Score -233023.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -233080.312500 Penalty: 3788.068115
	Iteration 5Q: 3 clusters Score -233080.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -233132.671875 Penalty: 3788.068115
	Iteration 6Q: 3 clusters Score -233132.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -233182.359375 Penalty: 3788.068115
	Iteration 7Q: 3 clusters Score -233182.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -233227.406250 Penalty: 3788.068115
	Iteration 8Q: 3 clusters Score -233227.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -233267.375000 Penalty: 3788.068115
	Iteration 9Q: 3 clusters Score -233267.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -233303.765625 Penalty: 3788.068115
	Iteration 10Q: 3 clusters Score -233303.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -233346.703125 Penalty: 3788.068115
	Iteration 11Q: 3 clusters Score -233346.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -233391.156250 Penalty: 3788.068115
	Iteration 12Q: 3 clusters Score -233391.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -233422.343750 Penalty: 3788.068115
	Iteration 13Q: 3 clusters Score -233422.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -233449.328125 Penalty: 3788.068115
	Iteration 14Q: 3 clusters Score -233449.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -233470.296875 Penalty: 3788.068115
	Iteration 15Q: 3 clusters Score -233470.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -233489.484375 Penalty: 3788.068115
	Iteration 16Q: 3 clusters Score -233489.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -233500.453125 Penalty: 3788.068115
	Iteration 17Q: 3 clusters Score -233500.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -233508.921875 Penalty: 3788.068115
	Iteration 18Q: 3 clusters Score -233508.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -233513.953125 Penalty: 3788.068115
	Iteration 19Q: 3 clusters Score -233514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -233517.437500 Penalty: 3788.068115
	Iteration 20F: 3 clusters Score -233517.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -233518.734375 Penalty: 3788.068115
	Iteration 21Q: 3 clusters Score -233518.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -233520.984375 Penalty: 3788.068115
	Iteration 22Q: 3 clusters Score -233521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -233522.578125 Penalty: 3788.068115
	Iteration 23Q: 3 clusters Score -233522.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -233527.812500 Penalty: 3788.068115
	Iteration 24Q: 3 clusters Score -233527.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -233531.906250 Penalty: 3788.068115
	Iteration 25Q: 3 clusters Score -233531.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -233533.734375 Penalty: 3788.068115
	Iteration 26Q: 3 clusters Score -233533.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -233534.062500 Penalty: 3788.068115
	Iteration 27Q: 3 clusters Score -233534.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -233534.062500 Penalty: 3788.068115
	Iteration 28F: 3 clusters Score -233534.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (104426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104426 members 
Entering Unmasked Estep 
Score: -13126549.000000 Penalty: 2865.946045
	Iteration 0F: 2 clusters Score -1.312655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52413 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -13056591.000000 Penalty: 5731.892090
	Iteration 0F: 3 clusters Score -1.305659e+07 nChanged 49529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -13084925.000000 Penalty: 5731.892090
	Iteration 1F: 3 clusters Score -1.308492e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -13085795.000000 Penalty: 5731.892090
	Iteration 2Q: 3 clusters Score -1.30858e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -13086801.000000 Penalty: 5731.892090
	Iteration 3Q: 3 clusters Score -1.30868e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60325 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -13088208.000000 Penalty: 5731.892090
	Iteration 4Q: 3 clusters Score -1.308821e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64460 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -13090497.000000 Penalty: 5731.892090
	Iteration 5Q: 3 clusters Score -1.30905e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70147 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -13094335.000000 Penalty: 5731.892090
	Iteration 6F: 3 clusters Score -1.309434e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77469 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -13100106.000000 Penalty: 5731.892090
	Iteration 7F: 3 clusters Score -1.310011e+07 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85660 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -13107256.000000 Penalty: 5731.892090
	Iteration 8F: 3 clusters Score -1.310726e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93245 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -13114185.000000 Penalty: 5731.892090
	Iteration 9F: 3 clusters Score -1.311418e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98779 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -13119165.000000 Penalty: 5731.892090
	Iteration 10F: 3 clusters Score -1.311916e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101867 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -13121879.000000 Penalty: 5731.892090
	Iteration 11Q: 3 clusters Score -1.312188e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103273 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -13123077.000000 Penalty: 5731.892090
	Iteration 12Q: 3 clusters Score -1.312308e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103786 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -13123594.000000 Penalty: 5731.892090
	Iteration 13Q: 3 clusters Score -1.312359e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103986 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -13123828.000000 Penalty: 5731.892090
	Iteration 14Q: 3 clusters Score -1.312383e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104047 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -13123917.000000 Penalty: 5731.892090
	Iteration 15Q: 3 clusters Score -1.312392e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104076 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -13123952.000000 Penalty: 5731.892090
	Iteration 16Q: 3 clusters Score -1.312395e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104088 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -13123973.000000 Penalty: 5731.892090
	Iteration 17Q: 3 clusters Score -1.312397e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104102 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -13123990.000000 Penalty: 5731.892090
	Iteration 18Q: 3 clusters Score -1.312399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104111 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -13124008.000000 Penalty: 5731.892090
	Iteration 19Q: 3 clusters Score -1.312401e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104121 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -13124023.000000 Penalty: 5731.892090
	Iteration 20F: 3 clusters Score -1.312402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104129 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -13124025.000000 Penalty: 5731.892090
	Iteration 21Q: 3 clusters Score -1.312402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104135 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -13124037.000000 Penalty: 5731.892090
	Iteration 22Q: 3 clusters Score -1.312404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104135 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -13124029.000000 Penalty: 5731.892090
	Iteration 23Q: 3 clusters Score -1.312403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104135 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -13124029.000000 Penalty: 5731.892090
	Iteration 24F: 3 clusters Score -1.312403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -38617.226562 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -38617.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37296.933594 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -37296.93 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37497.105469 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -37497.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37550.960938 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -37550.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37571.179688 Penalty: 2951.518799
	Iteration 3Q: 3 clusters Score -37571.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37584.335938 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -37584.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37601.875000 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -37601.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37624.164062 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -37624.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37634.492188 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -37634.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37639.496094 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -37639.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37648.726562 Penalty: 2951.518799
	Iteration 9Q: 3 clusters Score -37648.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37663.433594 Penalty: 2951.518799
	Iteration 10Q: 3 clusters Score -37663.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37668.066406 Penalty: 2951.518799
	Iteration 11Q: 3 clusters Score -37668.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37677.480469 Penalty: 2951.518799
	Iteration 12Q: 3 clusters Score -37677.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37687.773438 Penalty: 2951.518799
	Iteration 13Q: 3 clusters Score -37687.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37691.937500 Penalty: 2951.518799
	Iteration 14Q: 3 clusters Score -37691.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37691.937500 Penalty: 2951.518799
	Iteration 15F: 3 clusters Score -37691.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Entering Unmasked Estep 
Score: -6848460.000000 Penalty: 2704.435791
	Iteration 0F: 2 clusters Score -6848460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -6811836.000000 Penalty: 5408.871582
	Iteration 0F: 3 clusters Score -6811836 nChanged 25230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -6825963.000000 Penalty: 5408.871582
	Iteration 1F: 3 clusters Score -6825963 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -6826763.500000 Penalty: 5408.871582
	Iteration 2Q: 3 clusters Score -6826764 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -6827701.500000 Penalty: 5408.871582
	Iteration 3Q: 3 clusters Score -6827702 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -6828860.500000 Penalty: 5408.871582
	Iteration 4Q: 3 clusters Score -6828860 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -6830283.500000 Penalty: 5408.871582
	Iteration 5Q: 3 clusters Score -6830284 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -6831952.500000 Penalty: 5408.871582
	Iteration 6F: 3 clusters Score -6831952 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -6833820.500000 Penalty: 5408.871582
	Iteration 7F: 3 clusters Score -6833820 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -6835937.500000 Penalty: 5408.871582
	Iteration 8F: 3 clusters Score -6835938 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -6838007.000000 Penalty: 5408.871582
	Iteration 9F: 3 clusters Score -6838007 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -6839666.000000 Penalty: 5408.871582
	Iteration 10Q: 3 clusters Score -6839666 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -6840613.500000 Penalty: 5408.871582
	Iteration 11Q: 3 clusters Score -6840614 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -6841140.500000 Penalty: 5408.871582
	Iteration 12Q: 3 clusters Score -6841140 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -6841461.500000 Penalty: 5408.871582
	Iteration 13Q: 3 clusters Score -6841462 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -6841742.500000 Penalty: 5408.871582
	Iteration 14Q: 3 clusters Score -6841742 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -6842027.000000 Penalty: 5408.871582
	Iteration 15Q: 3 clusters Score -6842027 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -6842268.500000 Penalty: 5408.871582
	Iteration 16Q: 3 clusters Score -6842268 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -6842497.500000 Penalty: 5408.871582
	Iteration 17Q: 3 clusters Score -6842498 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -6842729.000000 Penalty: 5408.871582
	Iteration 18Q: 3 clusters Score -6842729 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -6843008.500000 Penalty: 5408.871582
	Iteration 19Q: 3 clusters Score -6843008 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -6843205.000000 Penalty: 5408.871582
	Iteration 20F: 3 clusters Score -6843205 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -6843433.500000 Penalty: 5408.871582
	Iteration 21Q: 3 clusters Score -6843434 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -6843617.000000 Penalty: 5408.871582
	Iteration 22Q: 3 clusters Score -6843617 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -6843744.500000 Penalty: 5408.871582
	Iteration 23Q: 3 clusters Score -6843744 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -6843945.000000 Penalty: 5408.871582
	Iteration 24Q: 3 clusters Score -6843945 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -6844198.000000 Penalty: 5408.871582
	Iteration 25Q: 3 clusters Score -6844198 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -6844376.500000 Penalty: 5408.871582
	Iteration 26Q: 3 clusters Score -6844376 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -6844570.000000 Penalty: 5408.871582
	Iteration 27Q: 3 clusters Score -6844570 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -6844748.500000 Penalty: 5408.871582
	Iteration 28Q: 3 clusters Score -6844748 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -6844895.500000 Penalty: 5408.871582
	Iteration 29Q: 3 clusters Score -6844896 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -6845021.000000 Penalty: 5408.871582
	Iteration 30Q: 3 clusters Score -6845021 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -6845105.500000 Penalty: 5408.871582
	Iteration 31Q: 3 clusters Score -6845106 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -6845201.500000 Penalty: 5408.871582
	Iteration 32Q: 3 clusters Score -6845202 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -6845251.000000 Penalty: 5408.871582
	Iteration 33Q: 3 clusters Score -6845251 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -6845351.500000 Penalty: 5408.871582
	Iteration 34Q: 3 clusters Score -6845352 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -6845416.500000 Penalty: 5408.871582
	Iteration 35Q: 3 clusters Score -6845416 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -6845460.500000 Penalty: 5408.871582
	Iteration 36Q: 3 clusters Score -6845460 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -6845544.500000 Penalty: 5408.871582
	Iteration 37Q: 3 clusters Score -6845544 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -6845593.500000 Penalty: 5408.871582
	Iteration 38Q: 3 clusters Score -6845594 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49618 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -6845634.000000 Penalty: 5408.871582
	Iteration 39Q: 3 clusters Score -6845634 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -6845694.000000 Penalty: 5408.871582
	Iteration 40F: 3 clusters Score -6845694 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -6845763.500000 Penalty: 5408.871582
	Iteration 41Q: 3 clusters Score -6845764 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50253 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -6845809.500000 Penalty: 5408.871582
	Iteration 42Q: 3 clusters Score -6845810 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -6845867.000000 Penalty: 5408.871582
	Iteration 43Q: 3 clusters Score -6845867 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50628 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -6845914.500000 Penalty: 5408.871582
	Iteration 44Q: 3 clusters Score -6845914 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -6845941.000000 Penalty: 5408.871582
	Iteration 45Q: 3 clusters Score -6845941 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -6845976.500000 Penalty: 5408.871582
	Iteration 46Q: 3 clusters Score -6845976 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -6846034.000000 Penalty: 5408.871582
	Iteration 47Q: 3 clusters Score -6846034 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -6846080.500000 Penalty: 5408.871582
	Iteration 48Q: 3 clusters Score -6846080 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -6846117.000000 Penalty: 5408.871582
	Iteration 49Q: 3 clusters Score -6846117 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -6846156.500000 Penalty: 5408.871582
	Iteration 50Q: 3 clusters Score -6846156 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51666 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -6846189.000000 Penalty: 5408.871582
	Iteration 51Q: 3 clusters Score -6846189 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -6846220.500000 Penalty: 5408.871582
	Iteration 52Q: 3 clusters Score -6846220 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -6846248.000000 Penalty: 5408.871582
	Iteration 53Q: 3 clusters Score -6846248 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -6846283.500000 Penalty: 5408.871582
	Iteration 54Q: 3 clusters Score -6846284 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52054 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -6846323.000000 Penalty: 5408.871582
	Iteration 55Q: 3 clusters Score -6846323 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52141 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -6846343.500000 Penalty: 5408.871582
	Iteration 56Q: 3 clusters Score -6846344 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -6846364.500000 Penalty: 5408.871582
	Iteration 57Q: 3 clusters Score -6846364 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -6846392.000000 Penalty: 5408.871582
	Iteration 58Q: 3 clusters Score -6846392 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52376 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -6846411.000000 Penalty: 5408.871582
	Iteration 59Q: 3 clusters Score -6846411 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -6846436.000000 Penalty: 5408.871582
	Iteration 60F: 3 clusters Score -6846436 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52501 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -6846429.000000 Penalty: 5408.871582
	Iteration 61Q: 3 clusters Score -6846429 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52537 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6846436.500000 Penalty: 5408.871582
	Iteration 62Q: 3 clusters Score -6846436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6846454.500000 Penalty: 5408.871582
	Iteration 63Q: 3 clusters Score -6846454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6846473.500000 Penalty: 5408.871582
	Iteration 64Q: 3 clusters Score -6846474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52636 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -6846487.500000 Penalty: 5408.871582
	Iteration 65Q: 3 clusters Score -6846488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6846490.500000 Penalty: 5408.871582
	Iteration 66Q: 3 clusters Score -6846490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -6846495.000000 Penalty: 5408.871582
	Iteration 67Q: 3 clusters Score -6846495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6846497.000000 Penalty: 5408.871582
	Iteration 68Q: 3 clusters Score -6846497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -6846508.500000 Penalty: 5408.871582
	Iteration 69Q: 3 clusters Score -6846508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52739 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6846513.500000 Penalty: 5408.871582
	Iteration 70Q: 3 clusters Score -6846514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -6846507.000000 Penalty: 5408.871582
	Iteration 71Q: 3 clusters Score -6846507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6846522.500000 Penalty: 5408.871582
	Iteration 72Q: 3 clusters Score -6846522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52817 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -6846518.500000 Penalty: 5408.871582
	Iteration 73Q: 3 clusters Score -6846518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -6846534.500000 Penalty: 5408.871582
	Iteration 74Q: 3 clusters Score -6846534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6846537.000000 Penalty: 5408.871582
	Iteration 75Q: 3 clusters Score -6846537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52853 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6846551.500000 Penalty: 5408.871582
	Iteration 76Q: 3 clusters Score -6846552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6846549.500000 Penalty: 5408.871582
	Iteration 77Q: 3 clusters Score -6846550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6846553.000000 Penalty: 5408.871582
	Iteration 78Q: 3 clusters Score -6846553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6846567.000000 Penalty: 5408.871582
	Iteration 79Q: 3 clusters Score -6846567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -6846576.500000 Penalty: 5408.871582
	Iteration 80F: 3 clusters Score -6846576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52895 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6846575.500000 Penalty: 5408.871582
	Iteration 81Q: 3 clusters Score -6846576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -6846596.000000 Penalty: 5408.871582
	Iteration 82Q: 3 clusters Score -6846596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6846596.000000 Penalty: 5408.871582
	Iteration 83Q: 3 clusters Score -6846596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52937 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6846596.500000 Penalty: 5408.871582
	Iteration 84Q: 3 clusters Score -6846596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6846611.000000 Penalty: 5408.871582
	Iteration 85Q: 3 clusters Score -6846611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52961 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -6846612.500000 Penalty: 5408.871582
	Iteration 86Q: 3 clusters Score -6846612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6846610.000000 Penalty: 5408.871582
	Iteration 87Q: 3 clusters Score -6846610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6846612.000000 Penalty: 5408.871582
	Iteration 88Q: 3 clusters Score -6846612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6846613.000000 Penalty: 5408.871582
	Iteration 89Q: 3 clusters Score -6846613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52997 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6846611.500000 Penalty: 5408.871582
	Iteration 90Q: 3 clusters Score -6846612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6846615.000000 Penalty: 5408.871582
	Iteration 91Q: 3 clusters Score -6846615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6846622.500000 Penalty: 5408.871582
	Iteration 92Q: 3 clusters Score -6846622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6846622.500000 Penalty: 5408.871582
	Iteration 93Q: 3 clusters Score -6846622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53014 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6846622.500000 Penalty: 5408.871582
	Iteration 94Q: 3 clusters Score -6846622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6846625.500000 Penalty: 5408.871582
	Iteration 95Q: 3 clusters Score -6846626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6846626.000000 Penalty: 5408.871582
	Iteration 96Q: 3 clusters Score -6846626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6846627.500000 Penalty: 5408.871582
	Iteration 97Q: 3 clusters Score -6846628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6846627.500000 Penalty: 5408.871582
	Iteration 98F: 3 clusters Score -6846628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Entering Unmasked Estep 
Score: -1890884.250000 Penalty: 2398.373535
	Iteration 0F: 2 clusters Score -1890884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1879542.875000 Penalty: 4796.747070
	Iteration 0F: 3 clusters Score -1879543 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1883599.000000 Penalty: 4796.747070
	Iteration 1F: 3 clusters Score -1883599 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1884391.125000 Penalty: 4796.747070
	Iteration 2F: 3 clusters Score -1884391 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1885139.750000 Penalty: 4796.747070
	Iteration 3F: 3 clusters Score -1885140 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1885764.750000 Penalty: 4796.747070
	Iteration 4F: 3 clusters Score -1885765 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1886273.625000 Penalty: 4796.747070
	Iteration 5F: 3 clusters Score -1886274 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1886706.250000 Penalty: 4796.747070
	Iteration 6Q: 3 clusters Score -1886706 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1887098.125000 Penalty: 4796.747070
	Iteration 7Q: 3 clusters Score -1887098 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1887481.375000 Penalty: 4796.747070
	Iteration 8Q: 3 clusters Score -1887481 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1887810.500000 Penalty: 4796.747070
	Iteration 9Q: 3 clusters Score -1887810 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1888081.375000 Penalty: 4796.747070
	Iteration 10Q: 3 clusters Score -1888081 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1888289.375000 Penalty: 4796.747070
	Iteration 11Q: 3 clusters Score -1888289 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1888428.000000 Penalty: 4796.747070
	Iteration 12Q: 3 clusters Score -1888428 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1888529.250000 Penalty: 4796.747070
	Iteration 13Q: 3 clusters Score -1888529 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1888625.000000 Penalty: 4796.747070
	Iteration 14Q: 3 clusters Score -1888625 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1888704.375000 Penalty: 4796.747070
	Iteration 15Q: 3 clusters Score -1888704 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1888793.875000 Penalty: 4796.747070
	Iteration 16Q: 3 clusters Score -1888794 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1888879.125000 Penalty: 4796.747070
	Iteration 17Q: 3 clusters Score -1888879 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1888962.625000 Penalty: 4796.747070
	Iteration 18Q: 3 clusters Score -1888963 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1889053.500000 Penalty: 4796.747070
	Iteration 19Q: 3 clusters Score -1889054 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1889130.000000 Penalty: 4796.747070
	Iteration 20F: 3 clusters Score -1889130 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1889198.375000 Penalty: 4796.747070
	Iteration 21Q: 3 clusters Score -1889198 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1889254.875000 Penalty: 4796.747070
	Iteration 22Q: 3 clusters Score -1889255 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1889312.500000 Penalty: 4796.747070
	Iteration 23Q: 3 clusters Score -1889312 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1889369.625000 Penalty: 4796.747070
	Iteration 24Q: 3 clusters Score -1889370 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1889425.375000 Penalty: 4796.747070
	Iteration 25Q: 3 clusters Score -1889425 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1889483.625000 Penalty: 4796.747070
	Iteration 26Q: 3 clusters Score -1889484 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1889540.250000 Penalty: 4796.747070
	Iteration 27Q: 3 clusters Score -1889540 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1889579.875000 Penalty: 4796.747070
	Iteration 28Q: 3 clusters Score -1889580 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1889628.000000 Penalty: 4796.747070
	Iteration 29Q: 3 clusters Score -1889628 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1889670.500000 Penalty: 4796.747070
	Iteration 30Q: 3 clusters Score -1889670 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1889703.625000 Penalty: 4796.747070
	Iteration 31Q: 3 clusters Score -1889704 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1889723.875000 Penalty: 4796.747070
	Iteration 32Q: 3 clusters Score -1889724 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1889742.250000 Penalty: 4796.747070
	Iteration 33Q: 3 clusters Score -1889742 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1889749.125000 Penalty: 4796.747070
	Iteration 34Q: 3 clusters Score -1889749 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1889760.000000 Penalty: 4796.747070
	Iteration 35Q: 3 clusters Score -1889760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1889765.750000 Penalty: 4796.747070
	Iteration 36Q: 3 clusters Score -1889766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1889775.875000 Penalty: 4796.747070
	Iteration 37Q: 3 clusters Score -1889776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1889779.125000 Penalty: 4796.747070
	Iteration 38Q: 3 clusters Score -1889779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1889786.375000 Penalty: 4796.747070
	Iteration 39Q: 3 clusters Score -1889786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1889789.000000 Penalty: 4796.747070
	Iteration 40F: 3 clusters Score -1889789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1889795.125000 Penalty: 4796.747070
	Iteration 41Q: 3 clusters Score -1889795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1889796.375000 Penalty: 4796.747070
	Iteration 42Q: 3 clusters Score -1889796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1889793.625000 Penalty: 4796.747070
	Iteration 43Q: 3 clusters Score -1889794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1889794.750000 Penalty: 4796.747070
	Iteration 44Q: 3 clusters Score -1889795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1889792.625000 Penalty: 4796.747070
	Iteration 45Q: 3 clusters Score -1889793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1889795.250000 Penalty: 4796.747070
	Iteration 46Q: 3 clusters Score -1889795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1889796.625000 Penalty: 4796.747070
	Iteration 47Q: 3 clusters Score -1889797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1889797.500000 Penalty: 4796.747070
	Iteration 48Q: 3 clusters Score -1889798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1889797.625000 Penalty: 4796.747070
	Iteration 49Q: 3 clusters Score -1889798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1889797.625000 Penalty: 4796.747070
	Iteration 50Q: 3 clusters Score -1889798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1889799.875000 Penalty: 4796.747070
	Iteration 51Q: 3 clusters Score -1889800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1889800.250000 Penalty: 4796.747070
	Iteration 52Q: 3 clusters Score -1889800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1889803.250000 Penalty: 4796.747070
	Iteration 53Q: 3 clusters Score -1889803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1889800.000000 Penalty: 4796.747070
	Iteration 54Q: 3 clusters Score -1889800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1889803.625000 Penalty: 4796.747070
	Iteration 55Q: 3 clusters Score -1889804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1889801.875000 Penalty: 4796.747070
	Iteration 56Q: 3 clusters Score -1889802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1889807.250000 Penalty: 4796.747070
	Iteration 57Q: 3 clusters Score -1889807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1889806.750000 Penalty: 4796.747070
	Iteration 58Q: 3 clusters Score -1889807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1889808.500000 Penalty: 4796.747070
	Iteration 59Q: 3 clusters Score -1889808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1889805.375000 Penalty: 4796.747070
	Iteration 60F: 3 clusters Score -1889805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1889805.250000 Penalty: 4796.747070
	Iteration 61Q: 3 clusters Score -1889805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1889805.625000 Penalty: 4796.747070
	Iteration 62Q: 3 clusters Score -1889806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1889805.625000 Penalty: 4796.747070
	Iteration 63F: 3 clusters Score -1889806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Entering Unmasked Estep 
Score: -498103.937500 Penalty: 2057.666992
	Iteration 0F: 2 clusters Score -498103.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -494154.000000 Penalty: 4115.333984
	Iteration 0F: 3 clusters Score -494154 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -495019.031250 Penalty: 4115.333984
	Iteration 1F: 3 clusters Score -495019 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -495213.531250 Penalty: 4115.333984
	Iteration 2F: 3 clusters Score -495213.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -495347.218750 Penalty: 4115.333984
	Iteration 3Q: 3 clusters Score -495347.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -495442.687500 Penalty: 4115.333984
	Iteration 4Q: 3 clusters Score -495442.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -495514.968750 Penalty: 4115.333984
	Iteration 5Q: 3 clusters Score -495515 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -495600.062500 Penalty: 4115.333984
	Iteration 6Q: 3 clusters Score -495600.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -495676.437500 Penalty: 4115.333984
	Iteration 7Q: 3 clusters Score -495676.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -495741.031250 Penalty: 4115.333984
	Iteration 8Q: 3 clusters Score -495741 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -495789.656250 Penalty: 4115.333984
	Iteration 9Q: 3 clusters Score -495789.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -495828.593750 Penalty: 4115.333984
	Iteration 10Q: 3 clusters Score -495828.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -495859.437500 Penalty: 4115.333984
	Iteration 11Q: 3 clusters Score -495859.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -495888.812500 Penalty: 4115.333984
	Iteration 12Q: 3 clusters Score -495888.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -495913.187500 Penalty: 4115.333984
	Iteration 13Q: 3 clusters Score -495913.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -495939.093750 Penalty: 4115.333984
	Iteration 14Q: 3 clusters Score -495939.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -495966.187500 Penalty: 4115.333984
	Iteration 15Q: 3 clusters Score -495966.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -495993.375000 Penalty: 4115.333984
	Iteration 16Q: 3 clusters Score -495993.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -496021.312500 Penalty: 4115.333984
	Iteration 17Q: 3 clusters Score -496021.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -496049.437500 Penalty: 4115.333984
	Iteration 18Q: 3 clusters Score -496049.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -496080.125000 Penalty: 4115.333984
	Iteration 19Q: 3 clusters Score -496080.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -496113.156250 Penalty: 4115.333984
	Iteration 20F: 3 clusters Score -496113.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -496138.093750 Penalty: 4115.333984
	Iteration 21Q: 3 clusters Score -496138.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -496168.625000 Penalty: 4115.333984
	Iteration 22Q: 3 clusters Score -496168.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -496194.062500 Penalty: 4115.333984
	Iteration 23Q: 3 clusters Score -496194.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -496212.125000 Penalty: 4115.333984
	Iteration 24Q: 3 clusters Score -496212.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -496225.843750 Penalty: 4115.333984
	Iteration 25Q: 3 clusters Score -496225.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -496236.281250 Penalty: 4115.333984
	Iteration 26Q: 3 clusters Score -496236.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -496240.156250 Penalty: 4115.333984
	Iteration 27Q: 3 clusters Score -496240.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -496247.937500 Penalty: 4115.333984
	Iteration 28Q: 3 clusters Score -496247.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -496257.562500 Penalty: 4115.333984
	Iteration 29Q: 3 clusters Score -496257.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -496264.812500 Penalty: 4115.333984
	Iteration 30Q: 3 clusters Score -496264.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -496269.906250 Penalty: 4115.333984
	Iteration 31Q: 3 clusters Score -496269.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -496275.406250 Penalty: 4115.333984
	Iteration 32Q: 3 clusters Score -496275.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -496280.250000 Penalty: 4115.333984
	Iteration 33Q: 3 clusters Score -496280.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -496286.031250 Penalty: 4115.333984
	Iteration 34Q: 3 clusters Score -496286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -496288.500000 Penalty: 4115.333984
	Iteration 35Q: 3 clusters Score -496288.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -496290.468750 Penalty: 4115.333984
	Iteration 36Q: 3 clusters Score -496290.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -496291.718750 Penalty: 4115.333984
	Iteration 37Q: 3 clusters Score -496291.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -496292.875000 Penalty: 4115.333984
	Iteration 38Q: 3 clusters Score -496292.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -496293.781250 Penalty: 4115.333984
	Iteration 39Q: 3 clusters Score -496293.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -496293.781250 Penalty: 4115.333984
	Iteration 40F: 3 clusters Score -496293.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (83393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83393 members 
Entering Unmasked Estep 
Score: -10509548.000000 Penalty: 2810.167236
	Iteration 0F: 2 clusters Score -1.050955e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -10453756.000000 Penalty: 5620.334473
	Iteration 0F: 3 clusters Score -1.045376e+07 nChanged 39117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -10475676.000000 Penalty: 5620.334473
	Iteration 1F: 3 clusters Score -1.047568e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -10476293.000000 Penalty: 5620.334473
	Iteration 2Q: 3 clusters Score -1.047629e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
Score: -10476841.000000 Penalty: 5620.334473
	Iteration 3Q: 3 clusters Score -1.047684e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -10477587.000000 Penalty: 5620.334473
	Iteration 4Q: 3 clusters Score -1.047759e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -10478785.000000 Penalty: 5620.334473
	Iteration 5Q: 3 clusters Score -1.047878e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -10480824.000000 Penalty: 5620.334473
	Iteration 6Q: 3 clusters Score -1.048082e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -10484270.000000 Penalty: 5620.334473
	Iteration 7F: 3 clusters Score -1.048427e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 65480 members 
Entering Unmasked Estep 
Score: -10489942.000000 Penalty: 5620.334473
	Iteration 8F: 3 clusters Score -1.048994e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 72647 members 
Entering Unmasked Estep 
Score: -10496752.000000 Penalty: 5620.334473
	Iteration 9F: 3 clusters Score -1.049675e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 78304 members 
Entering Unmasked Estep 
Score: -10502444.000000 Penalty: 5620.334473
	Iteration 10F: 3 clusters Score -1.050244e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 81367 members 
Entering Unmasked Estep 
Score: -10505364.000000 Penalty: 5620.334473
	Iteration 11Q: 3 clusters Score -1.050536e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 82533 members 
Entering Unmasked Estep 
Score: -10506473.000000 Penalty: 5620.334473
	Iteration 12Q: 3 clusters Score -1.050647e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 82893 members 
Entering Unmasked Estep 
Score: -10506800.000000 Penalty: 5620.334473
	Iteration 13Q: 3 clusters Score -1.05068e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 83026 members 
Entering Unmasked Estep 
Score: -10506977.000000 Penalty: 5620.334473
	Iteration 14Q: 3 clusters Score -1.050698e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 83066 members 
Entering Unmasked Estep 
Score: -10507058.000000 Penalty: 5620.334473
	Iteration 15Q: 3 clusters Score -1.050706e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 83078 members 
Entering Unmasked Estep 
Score: -10507099.000000 Penalty: 5620.334473
	Iteration 16Q: 3 clusters Score -1.05071e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 83098 members 
Entering Unmasked Estep 
Score: -10507116.000000 Penalty: 5620.334473
	Iteration 17Q: 3 clusters Score -1.050712e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 83107 members 
Entering Unmasked Estep 
Score: -10507142.000000 Penalty: 5620.334473
	Iteration 18Q: 3 clusters Score -1.050714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 83111 members 
Entering Unmasked Estep 
Score: -10507152.000000 Penalty: 5620.334473
	Iteration 19Q: 3 clusters Score -1.050715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 83117 members 
Entering Unmasked Estep 
Score: -10507169.000000 Penalty: 5620.334473
	Iteration 20F: 3 clusters Score -1.050717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 83120 members 
Entering Unmasked Estep 
Score: -10507174.000000 Penalty: 5620.334473
	Iteration 21Q: 3 clusters Score -1.050717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 83123 members 
Entering Unmasked Estep 
Score: -10507173.000000 Penalty: 5620.334473
	Iteration 22Q: 3 clusters Score -1.050717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 83123 members 
Entering Unmasked Estep 
Score: -10507182.000000 Penalty: 5620.334473
	Iteration 23Q: 3 clusters Score -1.050718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 83122 members 
Entering Unmasked Estep 
Score: -10507178.000000 Penalty: 5620.334473
	Iteration 24Q: 3 clusters Score -1.050718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
Score: -10507180.000000 Penalty: 5620.334473
	Iteration 25Q: 3 clusters Score -1.050718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 83128 members 
Entering Unmasked Estep 
Score: -10507182.000000 Penalty: 5620.334473
	Iteration 26Q: 3 clusters Score -1.050718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 83131 members 
Entering Unmasked Estep 
Score: -10507180.000000 Penalty: 5620.334473
	Iteration 27Q: 3 clusters Score -1.050718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 83131 members 
Entering Unmasked Estep 
Score: -10507184.000000 Penalty: 5620.334473
	Iteration 28Q: 3 clusters Score -1.050718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 83130 members 
Entering Unmasked Estep 
Score: -10507180.000000 Penalty: 5620.334473
	Iteration 29Q: 3 clusters Score -1.050718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 83130 members 
Entering Unmasked Estep 
Score: -10507180.000000 Penalty: 5620.334473
	Iteration 30F: 3 clusters Score -1.050718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Entering Unmasked Estep 
Score: -1970495.125000 Penalty: 2403.177490
	Iteration 0F: 2 clusters Score -1970495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1958898.500000 Penalty: 4806.354980
	Iteration 0F: 3 clusters Score -1958898 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1962575.500000 Penalty: 4806.354980
	Iteration 1F: 3 clusters Score -1962576 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1962914.750000 Penalty: 4806.354980
	Iteration 2F: 3 clusters Score -1962915 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1963210.125000 Penalty: 4806.354980
	Iteration 3Q: 3 clusters Score -1963210 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1963482.625000 Penalty: 4806.354980
	Iteration 4Q: 3 clusters Score -1963483 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1963748.500000 Penalty: 4806.354980
	Iteration 5Q: 3 clusters Score -1963748 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1964009.375000 Penalty: 4806.354980
	Iteration 6Q: 3 clusters Score -1964009 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1964229.875000 Penalty: 4806.354980
	Iteration 7Q: 3 clusters Score -1964230 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1964484.875000 Penalty: 4806.354980
	Iteration 8Q: 3 clusters Score -1964485 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1964777.750000 Penalty: 4806.354980
	Iteration 9Q: 3 clusters Score -1964778 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1965113.875000 Penalty: 4806.354980
	Iteration 10Q: 3 clusters Score -1965114 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1965502.875000 Penalty: 4806.354980
	Iteration 11Q: 3 clusters Score -1965503 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1965933.375000 Penalty: 4806.354980
	Iteration 12Q: 3 clusters Score -1965933 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1966352.750000 Penalty: 4806.354980
	Iteration 13Q: 3 clusters Score -1966353 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1966779.375000 Penalty: 4806.354980
	Iteration 14Q: 3 clusters Score -1966779 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1967113.500000 Penalty: 4806.354980
	Iteration 15Q: 3 clusters Score -1967114 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1967335.375000 Penalty: 4806.354980
	Iteration 16Q: 3 clusters Score -1967335 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1967507.125000 Penalty: 4806.354980
	Iteration 17Q: 3 clusters Score -1967507 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1967642.750000 Penalty: 4806.354980
	Iteration 18Q: 3 clusters Score -1967643 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1967758.750000 Penalty: 4806.354980
	Iteration 19Q: 3 clusters Score -1967759 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1967840.500000 Penalty: 4806.354980
	Iteration 20F: 3 clusters Score -1967840 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1967889.875000 Penalty: 4806.354980
	Iteration 21Q: 3 clusters Score -1967890 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1967926.000000 Penalty: 4806.354980
	Iteration 22Q: 3 clusters Score -1967926 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1967963.375000 Penalty: 4806.354980
	Iteration 23Q: 3 clusters Score -1967963 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1968001.375000 Penalty: 4806.354980
	Iteration 24Q: 3 clusters Score -1968001 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1968031.625000 Penalty: 4806.354980
	Iteration 25Q: 3 clusters Score -1968032 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1968047.625000 Penalty: 4806.354980
	Iteration 26Q: 3 clusters Score -1968048 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1968069.750000 Penalty: 4806.354980
	Iteration 27Q: 3 clusters Score -1968070 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1968086.500000 Penalty: 4806.354980
	Iteration 28Q: 3 clusters Score -1968086 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1968093.750000 Penalty: 4806.354980
	Iteration 29Q: 3 clusters Score -1968094 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1968120.750000 Penalty: 4806.354980
	Iteration 30Q: 3 clusters Score -1968121 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1968134.375000 Penalty: 4806.354980
	Iteration 31Q: 3 clusters Score -1968134 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1968144.000000 Penalty: 4806.354980
	Iteration 32Q: 3 clusters Score -1968144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1968158.000000 Penalty: 4806.354980
	Iteration 33Q: 3 clusters Score -1968158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1968171.625000 Penalty: 4806.354980
	Iteration 34Q: 3 clusters Score -1968172 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1968179.125000 Penalty: 4806.354980
	Iteration 35Q: 3 clusters Score -1968179 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1968189.250000 Penalty: 4806.354980
	Iteration 36Q: 3 clusters Score -1968189 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1968197.625000 Penalty: 4806.354980
	Iteration 37Q: 3 clusters Score -1968198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1968207.250000 Penalty: 4806.354980
	Iteration 38Q: 3 clusters Score -1968207 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1968216.250000 Penalty: 4806.354980
	Iteration 39Q: 3 clusters Score -1968216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1968226.625000 Penalty: 4806.354980
	Iteration 40F: 3 clusters Score -1968227 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1968240.875000 Penalty: 4806.354980
	Iteration 41Q: 3 clusters Score -1968241 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1968251.250000 Penalty: 4806.354980
	Iteration 42Q: 3 clusters Score -1968251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1968262.000000 Penalty: 4806.354980
	Iteration 43Q: 3 clusters Score -1968262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1968273.625000 Penalty: 4806.354980
	Iteration 44Q: 3 clusters Score -1968274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1968279.000000 Penalty: 4806.354980
	Iteration 45Q: 3 clusters Score -1968279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1968281.750000 Penalty: 4806.354980
	Iteration 46Q: 3 clusters Score -1968282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1968291.375000 Penalty: 4806.354980
	Iteration 47Q: 3 clusters Score -1968291 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1968299.125000 Penalty: 4806.354980
	Iteration 48Q: 3 clusters Score -1968299 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1968304.750000 Penalty: 4806.354980
	Iteration 49Q: 3 clusters Score -1968305 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1968315.125000 Penalty: 4806.354980
	Iteration 50Q: 3 clusters Score -1968315 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1968321.500000 Penalty: 4806.354980
	Iteration 51Q: 3 clusters Score -1968322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1968327.625000 Penalty: 4806.354980
	Iteration 52Q: 3 clusters Score -1968328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1968334.500000 Penalty: 4806.354980
	Iteration 53Q: 3 clusters Score -1968334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1968334.750000 Penalty: 4806.354980
	Iteration 54Q: 3 clusters Score -1968335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1968341.125000 Penalty: 4806.354980
	Iteration 55Q: 3 clusters Score -1968341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1968343.375000 Penalty: 4806.354980
	Iteration 56Q: 3 clusters Score -1968343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1968337.250000 Penalty: 4806.354980
	Iteration 57Q: 3 clusters Score -1968337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1968339.875000 Penalty: 4806.354980
	Iteration 58Q: 3 clusters Score -1968340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1968345.000000 Penalty: 4806.354980
	Iteration 59Q: 3 clusters Score -1968345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1968345.000000 Penalty: 4806.354980
	Iteration 60F: 3 clusters Score -1968345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1968343.375000 Penalty: 4806.354980
	Iteration 61Q: 3 clusters Score -1968343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1968343.375000 Penalty: 4806.354980
	Iteration 62F: 3 clusters Score -1968343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -49009.296875 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -49009.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47560.699219 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -47560.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47707.023438 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -47707.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47726.660156 Penalty: 3006.482422
	Iteration 2Q: 3 clusters Score -47726.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47737.238281 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -47737.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47739.261719 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -47739.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47739.261719 Penalty: 3006.482422
	Iteration 5F: 3 clusters Score -47739.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Entering Unmasked Estep 
Score: -2866785.750000 Penalty: 2519.446777
	Iteration 0F: 2 clusters Score -2866786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2848982.750000 Penalty: 5038.893555
	Iteration 0F: 3 clusters Score -2848983 nChanged 11486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2855187.000000 Penalty: 5038.893555
	Iteration 1F: 3 clusters Score -2855187 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2855702.000000 Penalty: 5038.893555
	Iteration 2F: 3 clusters Score -2855702 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2856218.750000 Penalty: 5038.893555
	Iteration 3Q: 3 clusters Score -2856219 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2856818.500000 Penalty: 5038.893555
	Iteration 4Q: 3 clusters Score -2856818 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2857547.500000 Penalty: 5038.893555
	Iteration 5F: 3 clusters Score -2857548 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2858397.250000 Penalty: 5038.893555
	Iteration 6F: 3 clusters Score -2858397 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2859348.000000 Penalty: 5038.893555
	Iteration 7F: 3 clusters Score -2859348 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2860288.250000 Penalty: 5038.893555
	Iteration 8F: 3 clusters Score -2860288 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2861164.500000 Penalty: 5038.893555
	Iteration 9F: 3 clusters Score -2861164 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2861925.500000 Penalty: 5038.893555
	Iteration 10F: 3 clusters Score -2861926 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2862568.500000 Penalty: 5038.893555
	Iteration 11Q: 3 clusters Score -2862568 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2863100.250000 Penalty: 5038.893555
	Iteration 12Q: 3 clusters Score -2863100 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2863575.750000 Penalty: 5038.893555
	Iteration 13Q: 3 clusters Score -2863576 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2863996.750000 Penalty: 5038.893555
	Iteration 14Q: 3 clusters Score -2863997 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2864307.500000 Penalty: 5038.893555
	Iteration 15Q: 3 clusters Score -2864308 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2864567.750000 Penalty: 5038.893555
	Iteration 16Q: 3 clusters Score -2864568 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2864742.000000 Penalty: 5038.893555
	Iteration 17Q: 3 clusters Score -2864742 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2864893.500000 Penalty: 5038.893555
	Iteration 18Q: 3 clusters Score -2864894 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2865044.250000 Penalty: 5038.893555
	Iteration 19Q: 3 clusters Score -2865044 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2865169.250000 Penalty: 5038.893555
	Iteration 20F: 3 clusters Score -2865169 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2865243.000000 Penalty: 5038.893555
	Iteration 21Q: 3 clusters Score -2865243 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2865339.750000 Penalty: 5038.893555
	Iteration 22Q: 3 clusters Score -2865340 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2865401.000000 Penalty: 5038.893555
	Iteration 23Q: 3 clusters Score -2865401 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2865429.750000 Penalty: 5038.893555
	Iteration 24Q: 3 clusters Score -2865430 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2865470.250000 Penalty: 5038.893555
	Iteration 25Q: 3 clusters Score -2865470 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2865500.750000 Penalty: 5038.893555
	Iteration 26Q: 3 clusters Score -2865501 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2865508.500000 Penalty: 5038.893555
	Iteration 27Q: 3 clusters Score -2865508 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2865529.000000 Penalty: 5038.893555
	Iteration 28Q: 3 clusters Score -2865529 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2865550.500000 Penalty: 5038.893555
	Iteration 29Q: 3 clusters Score -2865550 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2865558.500000 Penalty: 5038.893555
	Iteration 30Q: 3 clusters Score -2865558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2865573.000000 Penalty: 5038.893555
	Iteration 31Q: 3 clusters Score -2865573 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2865581.250000 Penalty: 5038.893555
	Iteration 32Q: 3 clusters Score -2865581 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2865584.500000 Penalty: 5038.893555
	Iteration 33Q: 3 clusters Score -2865584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2865591.250000 Penalty: 5038.893555
	Iteration 34Q: 3 clusters Score -2865591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2865594.250000 Penalty: 5038.893555
	Iteration 35Q: 3 clusters Score -2865594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2865589.750000 Penalty: 5038.893555
	Iteration 36Q: 3 clusters Score -2865590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2865588.750000 Penalty: 5038.893555
	Iteration 37Q: 3 clusters Score -2865589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2865591.500000 Penalty: 5038.893555
	Iteration 38Q: 3 clusters Score -2865592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2865594.750000 Penalty: 5038.893555
	Iteration 39Q: 3 clusters Score -2865595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2865594.250000 Penalty: 5038.893555
	Iteration 40F: 3 clusters Score -2865594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2865597.000000 Penalty: 5038.893555
	Iteration 41Q: 3 clusters Score -2865597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2865606.750000 Penalty: 5038.893555
	Iteration 42Q: 3 clusters Score -2865607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2865605.250000 Penalty: 5038.893555
	Iteration 43Q: 3 clusters Score -2865605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2865606.500000 Penalty: 5038.893555
	Iteration 44Q: 3 clusters Score -2865606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2865608.750000 Penalty: 5038.893555
	Iteration 45Q: 3 clusters Score -2865609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2865606.000000 Penalty: 5038.893555
	Iteration 46Q: 3 clusters Score -2865606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2865607.000000 Penalty: 5038.893555
	Iteration 47Q: 3 clusters Score -2865607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2865612.250000 Penalty: 5038.893555
	Iteration 48Q: 3 clusters Score -2865612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2865609.250000 Penalty: 5038.893555
	Iteration 49Q: 3 clusters Score -2865609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2865606.500000 Penalty: 5038.893555
	Iteration 50Q: 3 clusters Score -2865606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2865606.500000 Penalty: 5038.893555
	Iteration 51F: 3 clusters Score -2865606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Entering Unmasked Estep 
Score: -2278480.000000 Penalty: 2432.307861
	Iteration 0F: 2 clusters Score -2278480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2265558.750000 Penalty: 4864.615723
	Iteration 0F: 3 clusters Score -2265559 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2269774.500000 Penalty: 4864.615723
	Iteration 1F: 3 clusters Score -2269774 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2270145.250000 Penalty: 4864.615723
	Iteration 2F: 3 clusters Score -2270145 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2270496.000000 Penalty: 4864.615723
	Iteration 3Q: 3 clusters Score -2270496 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2270870.750000 Penalty: 4864.615723
	Iteration 4Q: 3 clusters Score -2270871 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2271329.750000 Penalty: 4864.615723
	Iteration 5Q: 3 clusters Score -2271330 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2271927.000000 Penalty: 4864.615723
	Iteration 6F: 3 clusters Score -2271927 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2272678.000000 Penalty: 4864.615723
	Iteration 7F: 3 clusters Score -2272678 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2273651.000000 Penalty: 4864.615723
	Iteration 8F: 3 clusters Score -2273651 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2274525.750000 Penalty: 4864.615723
	Iteration 9F: 3 clusters Score -2274526 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2275168.000000 Penalty: 4864.615723
	Iteration 10Q: 3 clusters Score -2275168 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2275592.250000 Penalty: 4864.615723
	Iteration 11Q: 3 clusters Score -2275592 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2275848.250000 Penalty: 4864.615723
	Iteration 12Q: 3 clusters Score -2275848 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2276026.250000 Penalty: 4864.615723
	Iteration 13Q: 3 clusters Score -2276026 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2276136.250000 Penalty: 4864.615723
	Iteration 14Q: 3 clusters Score -2276136 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2276204.250000 Penalty: 4864.615723
	Iteration 15Q: 3 clusters Score -2276204 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2276258.250000 Penalty: 4864.615723
	Iteration 16Q: 3 clusters Score -2276258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2276313.500000 Penalty: 4864.615723
	Iteration 17Q: 3 clusters Score -2276314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2276349.000000 Penalty: 4864.615723
	Iteration 18Q: 3 clusters Score -2276349 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2276374.750000 Penalty: 4864.615723
	Iteration 19Q: 3 clusters Score -2276375 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2276396.000000 Penalty: 4864.615723
	Iteration 20F: 3 clusters Score -2276396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2276410.750000 Penalty: 4864.615723
	Iteration 21Q: 3 clusters Score -2276411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2276416.750000 Penalty: 4864.615723
	Iteration 22Q: 3 clusters Score -2276417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2276426.750000 Penalty: 4864.615723
	Iteration 23Q: 3 clusters Score -2276427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2276428.000000 Penalty: 4864.615723
	Iteration 24Q: 3 clusters Score -2276428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2276430.250000 Penalty: 4864.615723
	Iteration 25Q: 3 clusters Score -2276430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2276430.250000 Penalty: 4864.615723
	Iteration 26Q: 3 clusters Score -2276430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2276431.750000 Penalty: 4864.615723
	Iteration 27Q: 3 clusters Score -2276432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2276436.000000 Penalty: 4864.615723
	Iteration 28Q: 3 clusters Score -2276436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2276438.000000 Penalty: 4864.615723
	Iteration 29Q: 3 clusters Score -2276438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2276442.500000 Penalty: 4864.615723
	Iteration 30Q: 3 clusters Score -2276442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2276443.750000 Penalty: 4864.615723
	Iteration 31Q: 3 clusters Score -2276444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2276449.500000 Penalty: 4864.615723
	Iteration 32Q: 3 clusters Score -2276450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2276453.750000 Penalty: 4864.615723
	Iteration 33Q: 3 clusters Score -2276454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2276457.250000 Penalty: 4864.615723
	Iteration 34Q: 3 clusters Score -2276457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2276458.250000 Penalty: 4864.615723
	Iteration 35Q: 3 clusters Score -2276458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2276462.000000 Penalty: 4864.615723
	Iteration 36Q: 3 clusters Score -2276462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2276475.250000 Penalty: 4864.615723
	Iteration 37Q: 3 clusters Score -2276475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2276475.500000 Penalty: 4864.615723
	Iteration 38Q: 3 clusters Score -2276476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -2276480.000000 Penalty: 4864.615723
	Iteration 39Q: 3 clusters Score -2276480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2276480.250000 Penalty: 4864.615723
	Iteration 40F: 3 clusters Score -2276480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -2276481.500000 Penalty: 4864.615723
	Iteration 41Q: 3 clusters Score -2276482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2276485.250000 Penalty: 4864.615723
	Iteration 42Q: 3 clusters Score -2276485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2276485.250000 Penalty: 4864.615723
	Iteration 43F: 3 clusters Score -2276485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (272775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272775 members 
Entering Unmasked Estep 
Score: -33851632.000000 Penalty: 3104.067871
	Iteration 0F: 2 clusters Score -3.385163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136101 members 
Mstep: Class 2 contains 136674 members 
Entering Unmasked Estep 
Score: -33675960.000000 Penalty: 6208.135742
	Iteration 0F: 3 clusters Score -3.367596e+07 nChanged 131822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127579 members 
Mstep: Class 2 contains 145196 members 
Entering Unmasked Estep 
Score: -33755324.000000 Penalty: 6208.135742
	Iteration 1F: 3 clusters Score -3.375532e+07 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121950 members 
Mstep: Class 2 contains 150825 members 
Entering Unmasked Estep 
Score: -33758580.000000 Penalty: 6208.135742
	Iteration 2Q: 3 clusters Score -3.375858e+07 nChanged 12749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113355 members 
Mstep: Class 2 contains 159420 members 
Entering Unmasked Estep 
Score: -33764320.000000 Penalty: 6208.135742
	Iteration 3Q: 3 clusters Score -3.376432e+07 nChanged 17089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100618 members 
Mstep: Class 2 contains 172157 members 
Entering Unmasked Estep 
Score: -33774344.000000 Penalty: 6208.135742
	Iteration 4F: 3 clusters Score -3.377434e+07 nChanged 21120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83540 members 
Mstep: Class 2 contains 189235 members 
Entering Unmasked Estep 
Score: -33790168.000000 Penalty: 6208.135742
	Iteration 5F: 3 clusters Score -3.379017e+07 nChanged 22843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 208802 members 
Entering Unmasked Estep 
Score: -33809896.000000 Penalty: 6208.135742
	Iteration 6F: 3 clusters Score -3.38099e+07 nChanged 19431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 225695 members 
Entering Unmasked Estep 
Score: -33827820.000000 Penalty: 6208.135742
	Iteration 7F: 3 clusters Score -3.382782e+07 nChanged 12883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 236496 members 
Entering Unmasked Estep 
Score: -33839560.000000 Penalty: 6208.135742
	Iteration 8Q: 3 clusters Score -3.383956e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 242530 members 
Entering Unmasked Estep 
Score: -33844480.000000 Penalty: 6208.135742
	Iteration 9Q: 3 clusters Score -3.384448e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 246870 members 
Entering Unmasked Estep 
Score: -33846392.000000 Penalty: 6208.135742
	Iteration 10Q: 3 clusters Score -3.384639e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 250597 members 
Entering Unmasked Estep 
Score: -33847512.000000 Penalty: 6208.135742
	Iteration 11Q: 3 clusters Score -3.384751e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 253780 members 
Entering Unmasked Estep 
Score: -33848588.000000 Penalty: 6208.135742
	Iteration 12Q: 3 clusters Score -3.384859e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 256525 members 
Entering Unmasked Estep 
Score: -33849516.000000 Penalty: 6208.135742
	Iteration 13Q: 3 clusters Score -3.384952e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 258861 members 
Entering Unmasked Estep 
Score: -33849928.000000 Penalty: 6208.135742
	Iteration 14Q: 3 clusters Score -3.384993e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 260811 members 
Entering Unmasked Estep 
Score: -33850284.000000 Penalty: 6208.135742
	Iteration 15Q: 3 clusters Score -3.385028e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 262427 members 
Entering Unmasked Estep 
Score: -33850312.000000 Penalty: 6208.135742
	Iteration 16Q: 3 clusters Score -3.385031e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 263774 members 
Entering Unmasked Estep 
Score: -33850444.000000 Penalty: 6208.135742
	Iteration 17Q: 3 clusters Score -3.385044e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 264847 members 
Entering Unmasked Estep 
Score: -33850484.000000 Penalty: 6208.135742
	Iteration 18Q: 3 clusters Score -3.385048e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 265757 members 
Entering Unmasked Estep 
Score: -33850536.000000 Penalty: 6208.135742
	Iteration 19Q: 3 clusters Score -3.385054e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 266491 members 
Entering Unmasked Estep 
Score: -33850544.000000 Penalty: 6208.135742
	Iteration 20F: 3 clusters Score -3.385054e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 267151 members 
Entering Unmasked Estep 
Score: -33850544.000000 Penalty: 6208.135742
	Iteration 21Q: 3 clusters Score -3.385054e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 267701 members 
Entering Unmasked Estep 
Score: -33850504.000000 Penalty: 6208.135742
	Iteration 22Q: 3 clusters Score -3.38505e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 268140 members 
Entering Unmasked Estep 
Score: -33850468.000000 Penalty: 6208.135742
	Iteration 23Q: 3 clusters Score -3.385047e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 268515 members 
Entering Unmasked Estep 
Score: -33850460.000000 Penalty: 6208.135742
	Iteration 24Q: 3 clusters Score -3.385046e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 268805 members 
Entering Unmasked Estep 
Score: -33850424.000000 Penalty: 6208.135742
	Iteration 25Q: 3 clusters Score -3.385042e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 269020 members 
Entering Unmasked Estep 
Score: -33850392.000000 Penalty: 6208.135742
	Iteration 26Q: 3 clusters Score -3.385039e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 269218 members 
Entering Unmasked Estep 
Score: -33850352.000000 Penalty: 6208.135742
	Iteration 27Q: 3 clusters Score -3.385035e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 269372 members 
Entering Unmasked Estep 
Score: -33850312.000000 Penalty: 6208.135742
	Iteration 28Q: 3 clusters Score -3.385031e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 269524 members 
Entering Unmasked Estep 
Score: -33850296.000000 Penalty: 6208.135742
	Iteration 29Q: 3 clusters Score -3.38503e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 269648 members 
Entering Unmasked Estep 
Score: -33850292.000000 Penalty: 6208.135742
	Iteration 30Q: 3 clusters Score -3.385029e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 269766 members 
Entering Unmasked Estep 
Score: -33850308.000000 Penalty: 6208.135742
	Iteration 31Q: 3 clusters Score -3.385031e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 269875 members 
Entering Unmasked Estep 
Score: -33850264.000000 Penalty: 6208.135742
	Iteration 32Q: 3 clusters Score -3.385026e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 269968 members 
Entering Unmasked Estep 
Score: -33850208.000000 Penalty: 6208.135742
	Iteration 33Q: 3 clusters Score -3.385021e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 270048 members 
Entering Unmasked Estep 
Score: -33850220.000000 Penalty: 6208.135742
	Iteration 34Q: 3 clusters Score -3.385022e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 270117 members 
Entering Unmasked Estep 
Score: -33850192.000000 Penalty: 6208.135742
	Iteration 35Q: 3 clusters Score -3.385019e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 270180 members 
Entering Unmasked Estep 
Score: -33850188.000000 Penalty: 6208.135742
	Iteration 36Q: 3 clusters Score -3.385019e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 270241 members 
Entering Unmasked Estep 
Score: -33850200.000000 Penalty: 6208.135742
	Iteration 37Q: 3 clusters Score -3.38502e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 270297 members 
Entering Unmasked Estep 
Score: -33850188.000000 Penalty: 6208.135742
	Iteration 38Q: 3 clusters Score -3.385019e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 270347 members 
Entering Unmasked Estep 
Score: -33850232.000000 Penalty: 6208.135742
	Iteration 39Q: 3 clusters Score -3.385023e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 270383 members 
Entering Unmasked Estep 
Score: -33850168.000000 Penalty: 6208.135742
	Iteration 40F: 3 clusters Score -3.385017e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 270418 members 
Entering Unmasked Estep 
Score: -33850160.000000 Penalty: 6208.135742
	Iteration 41Q: 3 clusters Score -3.385016e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 270440 members 
Entering Unmasked Estep 
Score: -33850164.000000 Penalty: 6208.135742
	Iteration 42Q: 3 clusters Score -3.385016e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 270466 members 
Entering Unmasked Estep 
Score: -33850148.000000 Penalty: 6208.135742
	Iteration 43Q: 3 clusters Score -3.385015e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 270489 members 
Entering Unmasked Estep 
Score: -33850172.000000 Penalty: 6208.135742
	Iteration 44Q: 3 clusters Score -3.385017e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 270514 members 
Entering Unmasked Estep 
Score: -33850164.000000 Penalty: 6208.135742
	Iteration 45Q: 3 clusters Score -3.385016e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 270529 members 
Entering Unmasked Estep 
Score: -33850172.000000 Penalty: 6208.135742
	Iteration 46Q: 3 clusters Score -3.385017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 270546 members 
Entering Unmasked Estep 
Score: -33850156.000000 Penalty: 6208.135742
	Iteration 47Q: 3 clusters Score -3.385016e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 270564 members 
Entering Unmasked Estep 
Score: -33850180.000000 Penalty: 6208.135742
	Iteration 48Q: 3 clusters Score -3.385018e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 270588 members 
Entering Unmasked Estep 
Score: -33850128.000000 Penalty: 6208.135742
	Iteration 49Q: 3 clusters Score -3.385013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 270602 members 
Entering Unmasked Estep 
Score: -33850132.000000 Penalty: 6208.135742
	Iteration 50Q: 3 clusters Score -3.385013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 270615 members 
Entering Unmasked Estep 
Score: -33850148.000000 Penalty: 6208.135742
	Iteration 51Q: 3 clusters Score -3.385015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 270625 members 
Entering Unmasked Estep 
Score: -33850152.000000 Penalty: 6208.135742
	Iteration 52Q: 3 clusters Score -3.385015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 270633 members 
Entering Unmasked Estep 
Score: -33850152.000000 Penalty: 6208.135742
	Iteration 53Q: 3 clusters Score -3.385015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 270643 members 
Entering Unmasked Estep 
Score: -33850160.000000 Penalty: 6208.135742
	Iteration 54Q: 3 clusters Score -3.385016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 270656 members 
Entering Unmasked Estep 
Score: -33850160.000000 Penalty: 6208.135742
	Iteration 55Q: 3 clusters Score -3.385016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 270668 members 
Entering Unmasked Estep 
Score: -33850160.000000 Penalty: 6208.135742
	Iteration 56Q: 3 clusters Score -3.385016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 270681 members 
Entering Unmasked Estep 
Score: -33850184.000000 Penalty: 6208.135742
	Iteration 57Q: 3 clusters Score -3.385018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 270694 members 
Entering Unmasked Estep 
Score: -33850164.000000 Penalty: 6208.135742
	Iteration 58Q: 3 clusters Score -3.385016e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 270709 members 
Entering Unmasked Estep 
Score: -33850164.000000 Penalty: 6208.135742
	Iteration 59Q: 3 clusters Score -3.385016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 270717 members 
Entering Unmasked Estep 
Score: -33850156.000000 Penalty: 6208.135742
	Iteration 60F: 3 clusters Score -3.385016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 270723 members 
Entering Unmasked Estep 
Score: -33850164.000000 Penalty: 6208.135742
	Iteration 61Q: 3 clusters Score -3.385016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 270727 members 
Entering Unmasked Estep 
Score: -33850176.000000 Penalty: 6208.135742
	Iteration 62Q: 3 clusters Score -3.385018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 270731 members 
Entering Unmasked Estep 
Score: -33850148.000000 Penalty: 6208.135742
	Iteration 63Q: 3 clusters Score -3.385015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 270735 members 
Entering Unmasked Estep 
Score: -33850144.000000 Penalty: 6208.135742
	Iteration 64Q: 3 clusters Score -3.385014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 270740 members 
Entering Unmasked Estep 
Score: -33850152.000000 Penalty: 6208.135742
	Iteration 65Q: 3 clusters Score -3.385015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 270743 members 
Entering Unmasked Estep 
Score: -33850148.000000 Penalty: 6208.135742
	Iteration 66Q: 3 clusters Score -3.385015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 270744 members 
Entering Unmasked Estep 
Score: -33850172.000000 Penalty: 6208.135742
	Iteration 67Q: 3 clusters Score -3.385017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 270746 members 
Entering Unmasked Estep 
Score: -33850148.000000 Penalty: 6208.135742
	Iteration 68Q: 3 clusters Score -3.385015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 270746 members 
Entering Unmasked Estep 
Score: -33850148.000000 Penalty: 6208.135742
	Iteration 69F: 3 clusters Score -3.385015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Entering Unmasked Estep 
Score: -287880.750000 Penalty: 1955.654907
	Iteration 0F: 2 clusters Score -287880.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -284852.750000 Penalty: 3911.309814
	Iteration 0F: 3 clusters Score -284852.8 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -285443.312500 Penalty: 3911.309814
	Iteration 1F: 3 clusters Score -285443.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -285593.281250 Penalty: 3911.309814
	Iteration 2F: 3 clusters Score -285593.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -285673.437500 Penalty: 3911.309814
	Iteration 3Q: 3 clusters Score -285673.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -285733.562500 Penalty: 3911.309814
	Iteration 4Q: 3 clusters Score -285733.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -285775.343750 Penalty: 3911.309814
	Iteration 5Q: 3 clusters Score -285775.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -285805.625000 Penalty: 3911.309814
	Iteration 6Q: 3 clusters Score -285805.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -285840.750000 Penalty: 3911.309814
	Iteration 7Q: 3 clusters Score -285840.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -285865.593750 Penalty: 3911.309814
	Iteration 8Q: 3 clusters Score -285865.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -285886.937500 Penalty: 3911.309814
	Iteration 9Q: 3 clusters Score -285886.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -285903.968750 Penalty: 3911.309814
	Iteration 10Q: 3 clusters Score -285904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -285920.062500 Penalty: 3911.309814
	Iteration 11Q: 3 clusters Score -285920.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -285939.187500 Penalty: 3911.309814
	Iteration 12Q: 3 clusters Score -285939.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -285953.718750 Penalty: 3911.309814
	Iteration 13Q: 3 clusters Score -285953.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -285964.562500 Penalty: 3911.309814
	Iteration 14Q: 3 clusters Score -285964.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -285971.187500 Penalty: 3911.309814
	Iteration 15Q: 3 clusters Score -285971.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -285977.937500 Penalty: 3911.309814
	Iteration 16Q: 3 clusters Score -285977.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -285984.406250 Penalty: 3911.309814
	Iteration 17Q: 3 clusters Score -285984.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -285987.093750 Penalty: 3911.309814
	Iteration 18Q: 3 clusters Score -285987.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -285989.687500 Penalty: 3911.309814
	Iteration 19Q: 3 clusters Score -285989.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -285992.343750 Penalty: 3911.309814
	Iteration 20F: 3 clusters Score -285992.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -285994.562500 Penalty: 3911.309814
	Iteration 21Q: 3 clusters Score -285994.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -285997.906250 Penalty: 3911.309814
	Iteration 22Q: 3 clusters Score -285997.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -286000.875000 Penalty: 3911.309814
	Iteration 23Q: 3 clusters Score -286000.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -286003.656250 Penalty: 3911.309814
	Iteration 24Q: 3 clusters Score -286003.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -286006.906250 Penalty: 3911.309814
	Iteration 25Q: 3 clusters Score -286006.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -286012.781250 Penalty: 3911.309814
	Iteration 26Q: 3 clusters Score -286012.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -286022.000000 Penalty: 3911.309814
	Iteration 27Q: 3 clusters Score -286022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -286028.968750 Penalty: 3911.309814
	Iteration 28Q: 3 clusters Score -286029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -286035.125000 Penalty: 3911.309814
	Iteration 29Q: 3 clusters Score -286035.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -286038.656250 Penalty: 3911.309814
	Iteration 30Q: 3 clusters Score -286038.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -286045.281250 Penalty: 3911.309814
	Iteration 31Q: 3 clusters Score -286045.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -286054.406250 Penalty: 3911.309814
	Iteration 32Q: 3 clusters Score -286054.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -286072.093750 Penalty: 3911.309814
	Iteration 33Q: 3 clusters Score -286072.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -286093.406250 Penalty: 3911.309814
	Iteration 34Q: 3 clusters Score -286093.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -286115.375000 Penalty: 3911.309814
	Iteration 35Q: 3 clusters Score -286115.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -286140.156250 Penalty: 3911.309814
	Iteration 36Q: 3 clusters Score -286140.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -286168.156250 Penalty: 3911.309814
	Iteration 37Q: 3 clusters Score -286168.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -286193.375000 Penalty: 3911.309814
	Iteration 38Q: 3 clusters Score -286193.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -286213.125000 Penalty: 3911.309814
	Iteration 39Q: 3 clusters Score -286213.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -286237.000000 Penalty: 3911.309814
	Iteration 40F: 3 clusters Score -286237 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -286265.000000 Penalty: 3911.309814
	Iteration 41Q: 3 clusters Score -286265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -286293.562500 Penalty: 3911.309814
	Iteration 42Q: 3 clusters Score -286293.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -286313.750000 Penalty: 3911.309814
	Iteration 43Q: 3 clusters Score -286313.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -286329.750000 Penalty: 3911.309814
	Iteration 44Q: 3 clusters Score -286329.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -286340.968750 Penalty: 3911.309814
	Iteration 45Q: 3 clusters Score -286341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -286355.187500 Penalty: 3911.309814
	Iteration 46Q: 3 clusters Score -286355.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -286368.343750 Penalty: 3911.309814
	Iteration 47Q: 3 clusters Score -286368.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -286376.812500 Penalty: 3911.309814
	Iteration 48Q: 3 clusters Score -286376.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -286380.687500 Penalty: 3911.309814
	Iteration 49Q: 3 clusters Score -286380.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -286385.781250 Penalty: 3911.309814
	Iteration 50Q: 3 clusters Score -286385.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -286390.468750 Penalty: 3911.309814
	Iteration 51Q: 3 clusters Score -286390.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -286393.218750 Penalty: 3911.309814
	Iteration 52Q: 3 clusters Score -286393.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -286397.218750 Penalty: 3911.309814
	Iteration 53Q: 3 clusters Score -286397.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -286399.875000 Penalty: 3911.309814
	Iteration 54Q: 3 clusters Score -286399.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -286400.656250 Penalty: 3911.309814
	Iteration 55Q: 3 clusters Score -286400.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -286400.656250 Penalty: 3911.309814
	Iteration 56F: 3 clusters Score -286400.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Entering Unmasked Estep 
Score: -1042938.562500 Penalty: 2253.446045
	Iteration 0F: 2 clusters Score -1042939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1036117.250000 Penalty: 4506.892090
	Iteration 0F: 3 clusters Score -1036117 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1038307.000000 Penalty: 4506.892090
	Iteration 1F: 3 clusters Score -1038307 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1039066.125000 Penalty: 4506.892090
	Iteration 2F: 3 clusters Score -1039066 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1039833.875000 Penalty: 4506.892090
	Iteration 3F: 3 clusters Score -1039834 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1040479.937500 Penalty: 4506.892090
	Iteration 4F: 3 clusters Score -1040480 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1040896.125000 Penalty: 4506.892090
	Iteration 5F: 3 clusters Score -1040896 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1041167.625000 Penalty: 4506.892090
	Iteration 6Q: 3 clusters Score -1041168 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1041359.125000 Penalty: 4506.892090
	Iteration 7Q: 3 clusters Score -1041359 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1041507.250000 Penalty: 4506.892090
	Iteration 8Q: 3 clusters Score -1041507 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1041620.062500 Penalty: 4506.892090
	Iteration 9Q: 3 clusters Score -1041620 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1041708.750000 Penalty: 4506.892090
	Iteration 10Q: 3 clusters Score -1041709 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1041769.750000 Penalty: 4506.892090
	Iteration 11Q: 3 clusters Score -1041770 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1041817.875000 Penalty: 4506.892090
	Iteration 12Q: 3 clusters Score -1041818 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1041856.375000 Penalty: 4506.892090
	Iteration 13Q: 3 clusters Score -1041856 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1041885.062500 Penalty: 4506.892090
	Iteration 14Q: 3 clusters Score -1041885 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1041901.375000 Penalty: 4506.892090
	Iteration 15Q: 3 clusters Score -1041901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1041909.812500 Penalty: 4506.892090
	Iteration 16Q: 3 clusters Score -1041910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1041912.562500 Penalty: 4506.892090
	Iteration 17Q: 3 clusters Score -1041913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1041920.812500 Penalty: 4506.892090
	Iteration 18Q: 3 clusters Score -1041921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1041929.812500 Penalty: 4506.892090
	Iteration 19Q: 3 clusters Score -1041930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1041937.187500 Penalty: 4506.892090
	Iteration 20F: 3 clusters Score -1041937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1041943.812500 Penalty: 4506.892090
	Iteration 21Q: 3 clusters Score -1041944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1041945.250000 Penalty: 4506.892090
	Iteration 22Q: 3 clusters Score -1041945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1041952.312500 Penalty: 4506.892090
	Iteration 23Q: 3 clusters Score -1041952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1041953.687500 Penalty: 4506.892090
	Iteration 24Q: 3 clusters Score -1041954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1041956.437500 Penalty: 4506.892090
	Iteration 25Q: 3 clusters Score -1041956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1041959.437500 Penalty: 4506.892090
	Iteration 26Q: 3 clusters Score -1041959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1041961.750000 Penalty: 4506.892090
	Iteration 27Q: 3 clusters Score -1041962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1041966.125000 Penalty: 4506.892090
	Iteration 28Q: 3 clusters Score -1041966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1041967.062500 Penalty: 4506.892090
	Iteration 29Q: 3 clusters Score -1041967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1041972.750000 Penalty: 4506.892090
	Iteration 30Q: 3 clusters Score -1041973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1041980.312500 Penalty: 4506.892090
	Iteration 31Q: 3 clusters Score -1041980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1041981.000000 Penalty: 4506.892090
	Iteration 32Q: 3 clusters Score -1041981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1041984.812500 Penalty: 4506.892090
	Iteration 33Q: 3 clusters Score -1041985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1041991.187500 Penalty: 4506.892090
	Iteration 34Q: 3 clusters Score -1041991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1041994.750000 Penalty: 4506.892090
	Iteration 35Q: 3 clusters Score -1041995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1041997.687500 Penalty: 4506.892090
	Iteration 36Q: 3 clusters Score -1041998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1041999.000000 Penalty: 4506.892090
	Iteration 37Q: 3 clusters Score -1041999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1041999.750000 Penalty: 4506.892090
	Iteration 38Q: 3 clusters Score -1042000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1041998.312500 Penalty: 4506.892090
	Iteration 39Q: 3 clusters Score -1041998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1042000.125000 Penalty: 4506.892090
	Iteration 40F: 3 clusters Score -1042000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1042001.000000 Penalty: 4506.892090
	Iteration 41Q: 3 clusters Score -1042001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1042002.437500 Penalty: 4506.892090
	Iteration 42Q: 3 clusters Score -1042002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1042002.625000 Penalty: 4506.892090
	Iteration 43Q: 3 clusters Score -1042003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1042004.187500 Penalty: 4506.892090
	Iteration 44Q: 3 clusters Score -1042004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1042004.187500 Penalty: 4506.892090
	Iteration 45Q: 3 clusters Score -1042004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1042003.937500 Penalty: 4506.892090
	Iteration 46Q: 3 clusters Score -1042004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1042004.312500 Penalty: 4506.892090
	Iteration 47Q: 3 clusters Score -1042004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1042005.500000 Penalty: 4506.892090
	Iteration 48Q: 3 clusters Score -1042006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1042006.750000 Penalty: 4506.892090
	Iteration 49Q: 3 clusters Score -1042007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1042007.062500 Penalty: 4506.892090
	Iteration 50Q: 3 clusters Score -1042007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1042008.750000 Penalty: 4506.892090
	Iteration 51Q: 3 clusters Score -1042009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1042008.750000 Penalty: 4506.892090
	Iteration 52F: 3 clusters Score -1042009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Entering Unmasked Estep 
Score: -760672.562500 Penalty: 2170.365723
	Iteration 0F: 2 clusters Score -760672.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -755387.937500 Penalty: 4340.731445
	Iteration 0F: 3 clusters Score -755387.9 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -756783.875000 Penalty: 4340.731445
	Iteration 1F: 3 clusters Score -756783.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -757050.750000 Penalty: 4340.731445
	Iteration 2F: 3 clusters Score -757050.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -757227.312500 Penalty: 4340.731445
	Iteration 3F: 3 clusters Score -757227.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -757373.562500 Penalty: 4340.731445
	Iteration 4Q: 3 clusters Score -757373.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -757575.375000 Penalty: 4340.731445
	Iteration 5Q: 3 clusters Score -757575.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -757803.437500 Penalty: 4340.731445
	Iteration 6Q: 3 clusters Score -757803.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -758061.875000 Penalty: 4340.731445
	Iteration 7Q: 3 clusters Score -758061.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -758380.875000 Penalty: 4340.731445
	Iteration 8Q: 3 clusters Score -758380.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -758715.875000 Penalty: 4340.731445
	Iteration 9F: 3 clusters Score -758715.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -758988.062500 Penalty: 4340.731445
	Iteration 10F: 3 clusters Score -758988.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -759192.750000 Penalty: 4340.731445
	Iteration 11Q: 3 clusters Score -759192.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -759303.625000 Penalty: 4340.731445
	Iteration 12Q: 3 clusters Score -759303.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -759394.187500 Penalty: 4340.731445
	Iteration 13Q: 3 clusters Score -759394.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -759442.312500 Penalty: 4340.731445
	Iteration 14Q: 3 clusters Score -759442.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -759478.937500 Penalty: 4340.731445
	Iteration 15Q: 3 clusters Score -759478.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -759505.625000 Penalty: 4340.731445
	Iteration 16Q: 3 clusters Score -759505.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -759521.062500 Penalty: 4340.731445
	Iteration 17Q: 3 clusters Score -759521.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -759533.062500 Penalty: 4340.731445
	Iteration 18Q: 3 clusters Score -759533.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -759541.875000 Penalty: 4340.731445
	Iteration 19Q: 3 clusters Score -759541.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -759551.562500 Penalty: 4340.731445
	Iteration 20F: 3 clusters Score -759551.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -759555.562500 Penalty: 4340.731445
	Iteration 21Q: 3 clusters Score -759555.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -759562.062500 Penalty: 4340.731445
	Iteration 22Q: 3 clusters Score -759562.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -759568.437500 Penalty: 4340.731445
	Iteration 23Q: 3 clusters Score -759568.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -759574.375000 Penalty: 4340.731445
	Iteration 24Q: 3 clusters Score -759574.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -759578.687500 Penalty: 4340.731445
	Iteration 25Q: 3 clusters Score -759578.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -759579.812500 Penalty: 4340.731445
	Iteration 26Q: 3 clusters Score -759579.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -759581.500000 Penalty: 4340.731445
	Iteration 27Q: 3 clusters Score -759581.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -759585.375000 Penalty: 4340.731445
	Iteration 28Q: 3 clusters Score -759585.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -759587.312500 Penalty: 4340.731445
	Iteration 29Q: 3 clusters Score -759587.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -759590.250000 Penalty: 4340.731445
	Iteration 30Q: 3 clusters Score -759590.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -759593.750000 Penalty: 4340.731445
	Iteration 31Q: 3 clusters Score -759593.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -759597.437500 Penalty: 4340.731445
	Iteration 32Q: 3 clusters Score -759597.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -759599.937500 Penalty: 4340.731445
	Iteration 33Q: 3 clusters Score -759599.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -759601.625000 Penalty: 4340.731445
	Iteration 34Q: 3 clusters Score -759601.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -759601.687500 Penalty: 4340.731445
	Iteration 35Q: 3 clusters Score -759601.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -759601.562500 Penalty: 4340.731445
	Iteration 36Q: 3 clusters Score -759601.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -759603.437500 Penalty: 4340.731445
	Iteration 37Q: 3 clusters Score -759603.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -759602.937500 Penalty: 4340.731445
	Iteration 38Q: 3 clusters Score -759602.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -759602.937500 Penalty: 4340.731445
	Iteration 39F: 3 clusters Score -759602.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Entering Unmasked Estep 
Score: -1711689.750000 Penalty: 2364.722900
	Iteration 0F: 2 clusters Score -1711690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1701605.500000 Penalty: 4729.445801
	Iteration 0F: 3 clusters Score -1701606 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1704767.375000 Penalty: 4729.445801
	Iteration 1F: 3 clusters Score -1704767 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1705131.375000 Penalty: 4729.445801
	Iteration 2F: 3 clusters Score -1705131 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1705401.625000 Penalty: 4729.445801
	Iteration 3Q: 3 clusters Score -1705402 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1705625.500000 Penalty: 4729.445801
	Iteration 4Q: 3 clusters Score -1705626 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1705830.875000 Penalty: 4729.445801
	Iteration 5Q: 3 clusters Score -1705831 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1706027.625000 Penalty: 4729.445801
	Iteration 6Q: 3 clusters Score -1706028 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1706238.500000 Penalty: 4729.445801
	Iteration 7Q: 3 clusters Score -1706238 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1706492.125000 Penalty: 4729.445801
	Iteration 8Q: 3 clusters Score -1706492 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1706802.125000 Penalty: 4729.445801
	Iteration 9Q: 3 clusters Score -1706802 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1707119.875000 Penalty: 4729.445801
	Iteration 10Q: 3 clusters Score -1707120 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1707432.750000 Penalty: 4729.445801
	Iteration 11Q: 3 clusters Score -1707433 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1707745.125000 Penalty: 4729.445801
	Iteration 12Q: 3 clusters Score -1707745 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1708099.875000 Penalty: 4729.445801
	Iteration 13Q: 3 clusters Score -1708100 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1708419.625000 Penalty: 4729.445801
	Iteration 14Q: 3 clusters Score -1708420 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1708735.500000 Penalty: 4729.445801
	Iteration 15Q: 3 clusters Score -1708736 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1708962.125000 Penalty: 4729.445801
	Iteration 16Q: 3 clusters Score -1708962 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1709093.250000 Penalty: 4729.445801
	Iteration 17Q: 3 clusters Score -1709093 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1709181.500000 Penalty: 4729.445801
	Iteration 18Q: 3 clusters Score -1709182 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1709233.875000 Penalty: 4729.445801
	Iteration 19Q: 3 clusters Score -1709234 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1709273.000000 Penalty: 4729.445801
	Iteration 20F: 3 clusters Score -1709273 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1709305.875000 Penalty: 4729.445801
	Iteration 21Q: 3 clusters Score -1709306 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1709341.625000 Penalty: 4729.445801
	Iteration 22Q: 3 clusters Score -1709342 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1709370.125000 Penalty: 4729.445801
	Iteration 23Q: 3 clusters Score -1709370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1709386.375000 Penalty: 4729.445801
	Iteration 24Q: 3 clusters Score -1709386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1709407.000000 Penalty: 4729.445801
	Iteration 25Q: 3 clusters Score -1709407 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1709422.375000 Penalty: 4729.445801
	Iteration 26Q: 3 clusters Score -1709422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1709439.250000 Penalty: 4729.445801
	Iteration 27Q: 3 clusters Score -1709439 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1709452.250000 Penalty: 4729.445801
	Iteration 28Q: 3 clusters Score -1709452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1709466.000000 Penalty: 4729.445801
	Iteration 29Q: 3 clusters Score -1709466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1709479.875000 Penalty: 4729.445801
	Iteration 30Q: 3 clusters Score -1709480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1709494.000000 Penalty: 4729.445801
	Iteration 31Q: 3 clusters Score -1709494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1709512.625000 Penalty: 4729.445801
	Iteration 32Q: 3 clusters Score -1709513 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1709528.750000 Penalty: 4729.445801
	Iteration 33Q: 3 clusters Score -1709529 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1709539.625000 Penalty: 4729.445801
	Iteration 34Q: 3 clusters Score -1709540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1709545.875000 Penalty: 4729.445801
	Iteration 35Q: 3 clusters Score -1709546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1709553.875000 Penalty: 4729.445801
	Iteration 36Q: 3 clusters Score -1709554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1709562.250000 Penalty: 4729.445801
	Iteration 37Q: 3 clusters Score -1709562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1709575.750000 Penalty: 4729.445801
	Iteration 38Q: 3 clusters Score -1709576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1709587.500000 Penalty: 4729.445801
	Iteration 39Q: 3 clusters Score -1709588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1709595.125000 Penalty: 4729.445801
	Iteration 40F: 3 clusters Score -1709595 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1709611.625000 Penalty: 4729.445801
	Iteration 41Q: 3 clusters Score -1709612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1709613.125000 Penalty: 4729.445801
	Iteration 42Q: 3 clusters Score -1709613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1709622.500000 Penalty: 4729.445801
	Iteration 43Q: 3 clusters Score -1709622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1709635.125000 Penalty: 4729.445801
	Iteration 44Q: 3 clusters Score -1709635 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1709650.500000 Penalty: 4729.445801
	Iteration 45Q: 3 clusters Score -1709650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1709662.625000 Penalty: 4729.445801
	Iteration 46Q: 3 clusters Score -1709663 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1709672.125000 Penalty: 4729.445801
	Iteration 47Q: 3 clusters Score -1709672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1709681.500000 Penalty: 4729.445801
	Iteration 48Q: 3 clusters Score -1709682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1709688.000000 Penalty: 4729.445801
	Iteration 49Q: 3 clusters Score -1709688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1709687.875000 Penalty: 4729.445801
	Iteration 50Q: 3 clusters Score -1709688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1709689.625000 Penalty: 4729.445801
	Iteration 51Q: 3 clusters Score -1709690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1709689.500000 Penalty: 4729.445801
	Iteration 52Q: 3 clusters Score -1709690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1709690.500000 Penalty: 4729.445801
	Iteration 53Q: 3 clusters Score -1709690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1709691.250000 Penalty: 4729.445801
	Iteration 54Q: 3 clusters Score -1709691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1709693.500000 Penalty: 4729.445801
	Iteration 55Q: 3 clusters Score -1709694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1709694.875000 Penalty: 4729.445801
	Iteration 56Q: 3 clusters Score -1709695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1709697.625000 Penalty: 4729.445801
	Iteration 57Q: 3 clusters Score -1709698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1709695.750000 Penalty: 4729.445801
	Iteration 58Q: 3 clusters Score -1709696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1709698.250000 Penalty: 4729.445801
	Iteration 59Q: 3 clusters Score -1709698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1709698.250000 Penalty: 4729.445801
	Iteration 60F: 3 clusters Score -1709698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (281901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281901 members 
Entering Unmasked Estep 
Score: -34964904.000000 Penalty: 3112.229248
	Iteration 0F: 2 clusters Score -3.49649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140685 members 
Mstep: Class 2 contains 141216 members 
Entering Unmasked Estep 
Score: -34783204.000000 Penalty: 6224.458496
	Iteration 0F: 3 clusters Score -3.47832e+07 nChanged 136574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135437 members 
Mstep: Class 2 contains 146464 members 
Entering Unmasked Estep 
Score: -34863868.000000 Penalty: 6224.458496
	Iteration 1F: 3 clusters Score -3.486387e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132476 members 
Mstep: Class 2 contains 149425 members 
Entering Unmasked Estep 
Score: -34865172.000000 Penalty: 6224.458496
	Iteration 2Q: 3 clusters Score -3.486517e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128053 members 
Mstep: Class 2 contains 153848 members 
Entering Unmasked Estep 
Score: -34866416.000000 Penalty: 6224.458496
	Iteration 3Q: 3 clusters Score -3.486642e+07 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121323 members 
Mstep: Class 2 contains 160578 members 
Entering Unmasked Estep 
Score: -34869048.000000 Penalty: 6224.458496
	Iteration 4Q: 3 clusters Score -3.486905e+07 nChanged 11404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110839 members 
Mstep: Class 2 contains 171062 members 
Entering Unmasked Estep 
Score: -34873896.000000 Penalty: 6224.458496
	Iteration 5Q: 3 clusters Score -3.48739e+07 nChanged 16322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95023 members 
Mstep: Class 2 contains 186878 members 
Entering Unmasked Estep 
Score: -34882840.000000 Penalty: 6224.458496
	Iteration 6F: 3 clusters Score -3.488284e+07 nChanged 22043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73248 members 
Mstep: Class 2 contains 208653 members 
Entering Unmasked Estep 
Score: -34898652.000000 Penalty: 6224.458496
	Iteration 7F: 3 clusters Score -3.489865e+07 nChanged 25818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 234323 members 
Entering Unmasked Estep 
Score: -34920704.000000 Penalty: 6224.458496
	Iteration 8F: 3 clusters Score -3.49207e+07 nChanged 23442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 257709 members 
Entering Unmasked Estep 
Score: -34942856.000000 Penalty: 6224.458496
	Iteration 9F: 3 clusters Score -3.494286e+07 nChanged 14950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 272643 members 
Entering Unmasked Estep 
Score: -34955872.000000 Penalty: 6224.458496
	Iteration 10F: 3 clusters Score -3.495587e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 279016 members 
Entering Unmasked Estep 
Score: -34960628.000000 Penalty: 6224.458496
	Iteration 11Q: 3 clusters Score -3.496063e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 280874 members 
Entering Unmasked Estep 
Score: -34961968.000000 Penalty: 6224.458496
	Iteration 12Q: 3 clusters Score -3.496197e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 281299 members 
Entering Unmasked Estep 
Score: -34962292.000000 Penalty: 6224.458496
	Iteration 13Q: 3 clusters Score -3.496229e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 281396 members 
Entering Unmasked Estep 
Score: -34962448.000000 Penalty: 6224.458496
	Iteration 14Q: 3 clusters Score -3.496245e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 281423 members 
Entering Unmasked Estep 
Score: -34962480.000000 Penalty: 6224.458496
	Iteration 15Q: 3 clusters Score -3.496248e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 281444 members 
Entering Unmasked Estep 
Score: -34962528.000000 Penalty: 6224.458496
	Iteration 16Q: 3 clusters Score -3.496253e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 281463 members 
Entering Unmasked Estep 
Score: -34962564.000000 Penalty: 6224.458496
	Iteration 17Q: 3 clusters Score -3.496256e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 281476 members 
Entering Unmasked Estep 
Score: -34962620.000000 Penalty: 6224.458496
	Iteration 18Q: 3 clusters Score -3.496262e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 281479 members 
Entering Unmasked Estep 
Score: -34962652.000000 Penalty: 6224.458496
	Iteration 19Q: 3 clusters Score -3.496265e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 281475 members 
Entering Unmasked Estep 
Score: -34962656.000000 Penalty: 6224.458496
	Iteration 20F: 3 clusters Score -3.496266e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 281476 members 
Entering Unmasked Estep 
Score: -34962696.000000 Penalty: 6224.458496
	Iteration 21Q: 3 clusters Score -3.49627e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 281482 members 
Entering Unmasked Estep 
Score: -34962672.000000 Penalty: 6224.458496
	Iteration 22Q: 3 clusters Score -3.496267e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 281481 members 
Entering Unmasked Estep 
Score: -34962704.000000 Penalty: 6224.458496
	Iteration 23Q: 3 clusters Score -3.49627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 281477 members 
Entering Unmasked Estep 
Score: -34962728.000000 Penalty: 6224.458496
	Iteration 24Q: 3 clusters Score -3.496273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 281477 members 
Entering Unmasked Estep 
Score: -34962716.000000 Penalty: 6224.458496
	Iteration 25Q: 3 clusters Score -3.496272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 281479 members 
Entering Unmasked Estep 
Score: -34962716.000000 Penalty: 6224.458496
	Iteration 26Q: 3 clusters Score -3.496272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 281481 members 
Entering Unmasked Estep 
Score: -34962720.000000 Penalty: 6224.458496
	Iteration 27Q: 3 clusters Score -3.496272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 281481 members 
Entering Unmasked Estep 
Score: -34962728.000000 Penalty: 6224.458496
	Iteration 28Q: 3 clusters Score -3.496273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 281482 members 
Entering Unmasked Estep 
Score: -34962728.000000 Penalty: 6224.458496
	Iteration 29Q: 3 clusters Score -3.496273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 281483 members 
Entering Unmasked Estep 
Score: -34962720.000000 Penalty: 6224.458496
	Iteration 30Q: 3 clusters Score -3.496272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 281483 members 
Entering Unmasked Estep 
Score: -34962720.000000 Penalty: 6224.458496
	Iteration 31F: 3 clusters Score -3.496272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (171229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171229 members 
Entering Unmasked Estep 
Score: -21444086.000000 Penalty: 2988.587891
	Iteration 0F: 2 clusters Score -2.144409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85405 members 
Mstep: Class 2 contains 85824 members 
Entering Unmasked Estep 
Score: -21330318.000000 Penalty: 5977.175781
	Iteration 0F: 3 clusters Score -2.133032e+07 nChanged 82066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83309 members 
Mstep: Class 2 contains 87920 members 
Entering Unmasked Estep 
Score: -21378722.000000 Penalty: 5977.175781
	Iteration 1F: 3 clusters Score -2.137872e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82012 members 
Mstep: Class 2 contains 89217 members 
Entering Unmasked Estep 
Score: -21379960.000000 Penalty: 5977.175781
	Iteration 2Q: 3 clusters Score -2.137996e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80196 members 
Mstep: Class 2 contains 91033 members 
Entering Unmasked Estep 
Score: -21381438.000000 Penalty: 5977.175781
	Iteration 3Q: 3 clusters Score -2.138144e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77519 members 
Mstep: Class 2 contains 93710 members 
Entering Unmasked Estep 
Score: -21383492.000000 Penalty: 5977.175781
	Iteration 4Q: 3 clusters Score -2.138349e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73622 members 
Mstep: Class 2 contains 97607 members 
Entering Unmasked Estep 
Score: -21386352.000000 Penalty: 5977.175781
	Iteration 5Q: 3 clusters Score -2.138635e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 103070 members 
Entering Unmasked Estep 
Score: -21390558.000000 Penalty: 5977.175781
	Iteration 6Q: 3 clusters Score -2.139056e+07 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61212 members 
Mstep: Class 2 contains 110017 members 
Entering Unmasked Estep 
Score: -21396784.000000 Penalty: 5977.175781
	Iteration 7F: 3 clusters Score -2.139678e+07 nChanged 10159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 117894 members 
Entering Unmasked Estep 
Score: -21404336.000000 Penalty: 5977.175781
	Iteration 8F: 3 clusters Score -2.140434e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 125703 members 
Entering Unmasked Estep 
Score: -21411688.000000 Penalty: 5977.175781
	Iteration 9F: 3 clusters Score -2.141169e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 132464 members 
Entering Unmasked Estep 
Score: -21417910.000000 Penalty: 5977.175781
	Iteration 10F: 3 clusters Score -2.141791e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 137921 members 
Entering Unmasked Estep 
Score: -21422554.000000 Penalty: 5977.175781
	Iteration 11Q: 3 clusters Score -2.142255e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 142445 members 
Entering Unmasked Estep 
Score: -21425908.000000 Penalty: 5977.175781
	Iteration 12Q: 3 clusters Score -2.142591e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 146304 members 
Entering Unmasked Estep 
Score: -21428306.000000 Penalty: 5977.175781
	Iteration 13Q: 3 clusters Score -2.142831e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 149821 members 
Entering Unmasked Estep 
Score: -21430314.000000 Penalty: 5977.175781
	Iteration 14Q: 3 clusters Score -2.143031e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 153097 members 
Entering Unmasked Estep 
Score: -21432098.000000 Penalty: 5977.175781
	Iteration 15Q: 3 clusters Score -2.14321e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 156157 members 
Entering Unmasked Estep 
Score: -21433828.000000 Penalty: 5977.175781
	Iteration 16Q: 3 clusters Score -2.143383e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 158909 members 
Entering Unmasked Estep 
Score: -21435422.000000 Penalty: 5977.175781
	Iteration 17Q: 3 clusters Score -2.143542e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 161281 members 
Entering Unmasked Estep 
Score: -21436780.000000 Penalty: 5977.175781
	Iteration 18Q: 3 clusters Score -2.143678e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 163270 members 
Entering Unmasked Estep 
Score: -21437938.000000 Penalty: 5977.175781
	Iteration 19Q: 3 clusters Score -2.143794e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 164890 members 
Entering Unmasked Estep 
Score: -21438926.000000 Penalty: 5977.175781
	Iteration 20F: 3 clusters Score -2.143893e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 166245 members 
Entering Unmasked Estep 
Score: -21439580.000000 Penalty: 5977.175781
	Iteration 21Q: 3 clusters Score -2.143958e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 167261 members 
Entering Unmasked Estep 
Score: -21440046.000000 Penalty: 5977.175781
	Iteration 22Q: 3 clusters Score -2.144005e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 168001 members 
Entering Unmasked Estep 
Score: -21440406.000000 Penalty: 5977.175781
	Iteration 23Q: 3 clusters Score -2.144041e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 168551 members 
Entering Unmasked Estep 
Score: -21440580.000000 Penalty: 5977.175781
	Iteration 24Q: 3 clusters Score -2.144058e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 168966 members 
Entering Unmasked Estep 
Score: -21440824.000000 Penalty: 5977.175781
	Iteration 25Q: 3 clusters Score -2.144082e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 169270 members 
Entering Unmasked Estep 
Score: -21440980.000000 Penalty: 5977.175781
	Iteration 26Q: 3 clusters Score -2.144098e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 169505 members 
Entering Unmasked Estep 
Score: -21441088.000000 Penalty: 5977.175781
	Iteration 27Q: 3 clusters Score -2.144109e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 169693 members 
Entering Unmasked Estep 
Score: -21441166.000000 Penalty: 5977.175781
	Iteration 28Q: 3 clusters Score -2.144117e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 169831 members 
Entering Unmasked Estep 
Score: -21441250.000000 Penalty: 5977.175781
	Iteration 29Q: 3 clusters Score -2.144125e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 169925 members 
Entering Unmasked Estep 
Score: -21441312.000000 Penalty: 5977.175781
	Iteration 30Q: 3 clusters Score -2.144131e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 169989 members 
Entering Unmasked Estep 
Score: -21441374.000000 Penalty: 5977.175781
	Iteration 31Q: 3 clusters Score -2.144137e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 170044 members 
Entering Unmasked Estep 
Score: -21441422.000000 Penalty: 5977.175781
	Iteration 32Q: 3 clusters Score -2.144142e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 170085 members 
Entering Unmasked Estep 
Score: -21441460.000000 Penalty: 5977.175781
	Iteration 33Q: 3 clusters Score -2.144146e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 170128 members 
Entering Unmasked Estep 
Score: -21441486.000000 Penalty: 5977.175781
	Iteration 34Q: 3 clusters Score -2.144149e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 170169 members 
Entering Unmasked Estep 
Score: -21441500.000000 Penalty: 5977.175781
	Iteration 35Q: 3 clusters Score -2.14415e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 170204 members 
Entering Unmasked Estep 
Score: -21441512.000000 Penalty: 5977.175781
	Iteration 36Q: 3 clusters Score -2.144151e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 170231 members 
Entering Unmasked Estep 
Score: -21441522.000000 Penalty: 5977.175781
	Iteration 37Q: 3 clusters Score -2.144152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 170256 members 
Entering Unmasked Estep 
Score: -21441520.000000 Penalty: 5977.175781
	Iteration 38Q: 3 clusters Score -2.144152e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 170266 members 
Entering Unmasked Estep 
Score: -21441532.000000 Penalty: 5977.175781
	Iteration 39Q: 3 clusters Score -2.144153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 170269 members 
Entering Unmasked Estep 
Score: -21441536.000000 Penalty: 5977.175781
	Iteration 40F: 3 clusters Score -2.144154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 170277 members 
Entering Unmasked Estep 
Score: -21441550.000000 Penalty: 5977.175781
	Iteration 41Q: 3 clusters Score -2.144155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 170284 members 
Entering Unmasked Estep 
Score: -21441552.000000 Penalty: 5977.175781
	Iteration 42Q: 3 clusters Score -2.144155e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 170294 members 
Entering Unmasked Estep 
Score: -21441556.000000 Penalty: 5977.175781
	Iteration 43Q: 3 clusters Score -2.144156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 170300 members 
Entering Unmasked Estep 
Score: -21441566.000000 Penalty: 5977.175781
	Iteration 44Q: 3 clusters Score -2.144157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 170309 members 
Entering Unmasked Estep 
Score: -21441552.000000 Penalty: 5977.175781
	Iteration 45Q: 3 clusters Score -2.144155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 170316 members 
Entering Unmasked Estep 
Score: -21441566.000000 Penalty: 5977.175781
	Iteration 46Q: 3 clusters Score -2.144157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 170320 members 
Entering Unmasked Estep 
Score: -21441578.000000 Penalty: 5977.175781
	Iteration 47Q: 3 clusters Score -2.144158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 170320 members 
Entering Unmasked Estep 
Score: -21441576.000000 Penalty: 5977.175781
	Iteration 48Q: 3 clusters Score -2.144158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 170321 members 
Entering Unmasked Estep 
Score: -21441574.000000 Penalty: 5977.175781
	Iteration 49Q: 3 clusters Score -2.144157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 170322 members 
Entering Unmasked Estep 
Score: -21441566.000000 Penalty: 5977.175781
	Iteration 50Q: 3 clusters Score -2.144157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 170323 members 
Entering Unmasked Estep 
Score: -21441564.000000 Penalty: 5977.175781
	Iteration 51Q: 3 clusters Score -2.144156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 170322 members 
Entering Unmasked Estep 
Score: -21441554.000000 Penalty: 5977.175781
	Iteration 52Q: 3 clusters Score -2.144155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 170322 members 
Entering Unmasked Estep 
Score: -21441554.000000 Penalty: 5977.175781
	Iteration 53F: 3 clusters Score -2.144155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Entering Unmasked Estep 
Score: -2998248.000000 Penalty: 2509.402588
	Iteration 0F: 2 clusters Score -2998248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2980984.500000 Penalty: 5018.805176
	Iteration 0F: 3 clusters Score -2980984 nChanged 11115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2987109.250000 Penalty: 5018.805176
	Iteration 1F: 3 clusters Score -2987109 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2987641.000000 Penalty: 5018.805176
	Iteration 2F: 3 clusters Score -2987641 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2988100.500000 Penalty: 5018.805176
	Iteration 3Q: 3 clusters Score -2988100 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2988557.250000 Penalty: 5018.805176
	Iteration 4Q: 3 clusters Score -2988557 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2989067.250000 Penalty: 5018.805176
	Iteration 5Q: 3 clusters Score -2989067 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2989694.750000 Penalty: 5018.805176
	Iteration 6Q: 3 clusters Score -2989695 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2990445.750000 Penalty: 5018.805176
	Iteration 7Q: 3 clusters Score -2990446 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2991277.000000 Penalty: 5018.805176
	Iteration 8F: 3 clusters Score -2991277 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2992134.000000 Penalty: 5018.805176
	Iteration 9F: 3 clusters Score -2992134 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2992932.500000 Penalty: 5018.805176
	Iteration 10Q: 3 clusters Score -2992932 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2993635.000000 Penalty: 5018.805176
	Iteration 11Q: 3 clusters Score -2993635 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2994186.000000 Penalty: 5018.805176
	Iteration 12Q: 3 clusters Score -2994186 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2994599.750000 Penalty: 5018.805176
	Iteration 13Q: 3 clusters Score -2994600 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2994863.250000 Penalty: 5018.805176
	Iteration 14Q: 3 clusters Score -2994863 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2995057.000000 Penalty: 5018.805176
	Iteration 15Q: 3 clusters Score -2995057 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2995204.000000 Penalty: 5018.805176
	Iteration 16Q: 3 clusters Score -2995204 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2995346.000000 Penalty: 5018.805176
	Iteration 17Q: 3 clusters Score -2995346 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2995469.750000 Penalty: 5018.805176
	Iteration 18Q: 3 clusters Score -2995470 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2995573.250000 Penalty: 5018.805176
	Iteration 19Q: 3 clusters Score -2995573 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2995703.250000 Penalty: 5018.805176
	Iteration 20F: 3 clusters Score -2995703 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2995825.500000 Penalty: 5018.805176
	Iteration 21Q: 3 clusters Score -2995826 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2995920.500000 Penalty: 5018.805176
	Iteration 22Q: 3 clusters Score -2995920 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2996030.500000 Penalty: 5018.805176
	Iteration 23Q: 3 clusters Score -2996030 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2996124.250000 Penalty: 5018.805176
	Iteration 24Q: 3 clusters Score -2996124 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2996211.000000 Penalty: 5018.805176
	Iteration 25Q: 3 clusters Score -2996211 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2996318.250000 Penalty: 5018.805176
	Iteration 26Q: 3 clusters Score -2996318 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2996418.500000 Penalty: 5018.805176
	Iteration 27Q: 3 clusters Score -2996418 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2996502.750000 Penalty: 5018.805176
	Iteration 28Q: 3 clusters Score -2996503 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2996560.500000 Penalty: 5018.805176
	Iteration 29Q: 3 clusters Score -2996560 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2996612.000000 Penalty: 5018.805176
	Iteration 30Q: 3 clusters Score -2996612 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2996659.750000 Penalty: 5018.805176
	Iteration 31Q: 3 clusters Score -2996660 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2996700.500000 Penalty: 5018.805176
	Iteration 32Q: 3 clusters Score -2996700 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2996730.500000 Penalty: 5018.805176
	Iteration 33Q: 3 clusters Score -2996730 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2996745.250000 Penalty: 5018.805176
	Iteration 34Q: 3 clusters Score -2996745 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2996770.750000 Penalty: 5018.805176
	Iteration 35Q: 3 clusters Score -2996771 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2996777.250000 Penalty: 5018.805176
	Iteration 36Q: 3 clusters Score -2996777 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2996781.750000 Penalty: 5018.805176
	Iteration 37Q: 3 clusters Score -2996782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2996789.250000 Penalty: 5018.805176
	Iteration 38Q: 3 clusters Score -2996789 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2996800.000000 Penalty: 5018.805176
	Iteration 39Q: 3 clusters Score -2996800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2996805.750000 Penalty: 5018.805176
	Iteration 40F: 3 clusters Score -2996806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2996821.750000 Penalty: 5018.805176
	Iteration 41Q: 3 clusters Score -2996822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2996830.000000 Penalty: 5018.805176
	Iteration 42Q: 3 clusters Score -2996830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2996845.750000 Penalty: 5018.805176
	Iteration 43Q: 3 clusters Score -2996846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2996857.250000 Penalty: 5018.805176
	Iteration 44Q: 3 clusters Score -2996857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2996862.250000 Penalty: 5018.805176
	Iteration 45Q: 3 clusters Score -2996862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2996868.500000 Penalty: 5018.805176
	Iteration 46Q: 3 clusters Score -2996868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2996880.750000 Penalty: 5018.805176
	Iteration 47Q: 3 clusters Score -2996881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2996887.500000 Penalty: 5018.805176
	Iteration 48Q: 3 clusters Score -2996888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2996899.750000 Penalty: 5018.805176
	Iteration 49Q: 3 clusters Score -2996900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2996901.000000 Penalty: 5018.805176
	Iteration 50Q: 3 clusters Score -2996901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2996910.750000 Penalty: 5018.805176
	Iteration 51Q: 3 clusters Score -2996911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2996917.500000 Penalty: 5018.805176
	Iteration 52Q: 3 clusters Score -2996918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2996924.000000 Penalty: 5018.805176
	Iteration 53Q: 3 clusters Score -2996924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2996930.500000 Penalty: 5018.805176
	Iteration 54Q: 3 clusters Score -2996930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2996937.500000 Penalty: 5018.805176
	Iteration 55Q: 3 clusters Score -2996938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2996935.000000 Penalty: 5018.805176
	Iteration 56Q: 3 clusters Score -2996935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2996940.500000 Penalty: 5018.805176
	Iteration 57Q: 3 clusters Score -2996940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2996940.250000 Penalty: 5018.805176
	Iteration 58Q: 3 clusters Score -2996940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2996940.500000 Penalty: 5018.805176
	Iteration 59Q: 3 clusters Score -2996940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2996940.750000 Penalty: 5018.805176
	Iteration 60F: 3 clusters Score -2996941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2996938.750000 Penalty: 5018.805176
	Iteration 61Q: 3 clusters Score -2996939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2996939.500000 Penalty: 5018.805176
	Iteration 62Q: 3 clusters Score -2996940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2996937.000000 Penalty: 5018.805176
	Iteration 63Q: 3 clusters Score -2996937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2996940.500000 Penalty: 5018.805176
	Iteration 64Q: 3 clusters Score -2996940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2996944.750000 Penalty: 5018.805176
	Iteration 65Q: 3 clusters Score -2996945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2996945.750000 Penalty: 5018.805176
	Iteration 66Q: 3 clusters Score -2996946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2996948.250000 Penalty: 5018.805176
	Iteration 67Q: 3 clusters Score -2996948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2996947.000000 Penalty: 5018.805176
	Iteration 68Q: 3 clusters Score -2996947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2996948.000000 Penalty: 5018.805176
	Iteration 69Q: 3 clusters Score -2996948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2996948.500000 Penalty: 5018.805176
	Iteration 70Q: 3 clusters Score -2996948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2996951.000000 Penalty: 5018.805176
	Iteration 71Q: 3 clusters Score -2996951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2996950.000000 Penalty: 5018.805176
	Iteration 72Q: 3 clusters Score -2996950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2996950.000000 Penalty: 5018.805176
	Iteration 73F: 3 clusters Score -2996950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Entering Unmasked Estep 
Score: -4479353.000000 Penalty: 2606.848389
	Iteration 0F: 2 clusters Score -4479353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -4454563.500000 Penalty: 5213.696777
	Iteration 0F: 3 clusters Score -4454564 nChanged 16707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -4463456.500000 Penalty: 5213.696777
	Iteration 1F: 3 clusters Score -4463456 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -4463889.500000 Penalty: 5213.696777
	Iteration 2Q: 3 clusters Score -4463890 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -4464256.000000 Penalty: 5213.696777
	Iteration 3Q: 3 clusters Score -4464256 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -4464612.500000 Penalty: 5213.696777
	Iteration 4Q: 3 clusters Score -4464612 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -4465012.000000 Penalty: 5213.696777
	Iteration 5Q: 3 clusters Score -4465012 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -4465459.000000 Penalty: 5213.696777
	Iteration 6Q: 3 clusters Score -4465459 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -4466047.000000 Penalty: 5213.696777
	Iteration 7Q: 3 clusters Score -4466047 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -4466625.500000 Penalty: 5213.696777
	Iteration 8Q: 3 clusters Score -4466626 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -4467196.500000 Penalty: 5213.696777
	Iteration 9Q: 3 clusters Score -4467196 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -4467780.000000 Penalty: 5213.696777
	Iteration 10Q: 3 clusters Score -4467780 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -4468278.500000 Penalty: 5213.696777
	Iteration 11Q: 3 clusters Score -4468278 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -4468748.500000 Penalty: 5213.696777
	Iteration 12Q: 3 clusters Score -4468748 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -4469108.500000 Penalty: 5213.696777
	Iteration 13Q: 3 clusters Score -4469108 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -4469408.000000 Penalty: 5213.696777
	Iteration 14Q: 3 clusters Score -4469408 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -4469634.500000 Penalty: 5213.696777
	Iteration 15Q: 3 clusters Score -4469634 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -4469808.000000 Penalty: 5213.696777
	Iteration 16Q: 3 clusters Score -4469808 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -4469969.000000 Penalty: 5213.696777
	Iteration 17Q: 3 clusters Score -4469969 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -4470175.500000 Penalty: 5213.696777
	Iteration 18Q: 3 clusters Score -4470176 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -4470402.000000 Penalty: 5213.696777
	Iteration 19Q: 3 clusters Score -4470402 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -4470727.000000 Penalty: 5213.696777
	Iteration 20F: 3 clusters Score -4470727 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -4471140.500000 Penalty: 5213.696777
	Iteration 21Q: 3 clusters Score -4471140 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -4471702.500000 Penalty: 5213.696777
	Iteration 22Q: 3 clusters Score -4471702 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -4472348.500000 Penalty: 5213.696777
	Iteration 23Q: 3 clusters Score -4472348 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -4473154.000000 Penalty: 5213.696777
	Iteration 24Q: 3 clusters Score -4473154 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -4473914.000000 Penalty: 5213.696777
	Iteration 25Q: 3 clusters Score -4473914 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -4474578.000000 Penalty: 5213.696777
	Iteration 26Q: 3 clusters Score -4474578 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -4475097.500000 Penalty: 5213.696777
	Iteration 27Q: 3 clusters Score -4475098 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -4475459.000000 Penalty: 5213.696777
	Iteration 28Q: 3 clusters Score -4475459 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -4475702.000000 Penalty: 5213.696777
	Iteration 29Q: 3 clusters Score -4475702 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -4475893.500000 Penalty: 5213.696777
	Iteration 30Q: 3 clusters Score -4475894 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -4476039.000000 Penalty: 5213.696777
	Iteration 31Q: 3 clusters Score -4476039 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -4476174.500000 Penalty: 5213.696777
	Iteration 32Q: 3 clusters Score -4476174 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -4476293.500000 Penalty: 5213.696777
	Iteration 33Q: 3 clusters Score -4476294 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -4476423.000000 Penalty: 5213.696777
	Iteration 34Q: 3 clusters Score -4476423 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -4476521.000000 Penalty: 5213.696777
	Iteration 35Q: 3 clusters Score -4476521 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -4476596.500000 Penalty: 5213.696777
	Iteration 36Q: 3 clusters Score -4476596 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -4476694.000000 Penalty: 5213.696777
	Iteration 37Q: 3 clusters Score -4476694 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -4476764.000000 Penalty: 5213.696777
	Iteration 38Q: 3 clusters Score -4476764 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -4476834.000000 Penalty: 5213.696777
	Iteration 39Q: 3 clusters Score -4476834 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -4476879.000000 Penalty: 5213.696777
	Iteration 40F: 3 clusters Score -4476879 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -4476930.000000 Penalty: 5213.696777
	Iteration 41Q: 3 clusters Score -4476930 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -4476974.500000 Penalty: 5213.696777
	Iteration 42Q: 3 clusters Score -4476974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -4477004.500000 Penalty: 5213.696777
	Iteration 43Q: 3 clusters Score -4477004 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -4477043.000000 Penalty: 5213.696777
	Iteration 44Q: 3 clusters Score -4477043 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -4477054.000000 Penalty: 5213.696777
	Iteration 45Q: 3 clusters Score -4477054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -4477069.000000 Penalty: 5213.696777
	Iteration 46Q: 3 clusters Score -4477069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -4477081.500000 Penalty: 5213.696777
	Iteration 47Q: 3 clusters Score -4477082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -4477083.500000 Penalty: 5213.696777
	Iteration 48Q: 3 clusters Score -4477084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -4477088.000000 Penalty: 5213.696777
	Iteration 49Q: 3 clusters Score -4477088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -4477092.500000 Penalty: 5213.696777
	Iteration 50Q: 3 clusters Score -4477092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -4477098.500000 Penalty: 5213.696777
	Iteration 51Q: 3 clusters Score -4477098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -4477096.000000 Penalty: 5213.696777
	Iteration 52Q: 3 clusters Score -4477096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -4477099.000000 Penalty: 5213.696777
	Iteration 53Q: 3 clusters Score -4477099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -4477101.500000 Penalty: 5213.696777
	Iteration 54Q: 3 clusters Score -4477102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -4477098.000000 Penalty: 5213.696777
	Iteration 55Q: 3 clusters Score -4477098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -4477104.500000 Penalty: 5213.696777
	Iteration 56Q: 3 clusters Score -4477104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -4477104.000000 Penalty: 5213.696777
	Iteration 57Q: 3 clusters Score -4477104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -4477103.000000 Penalty: 5213.696777
	Iteration 58Q: 3 clusters Score -4477103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -4477108.500000 Penalty: 5213.696777
	Iteration 59Q: 3 clusters Score -4477108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -4477117.000000 Penalty: 5213.696777
	Iteration 60F: 3 clusters Score -4477117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -4477120.500000 Penalty: 5213.696777
	Iteration 61Q: 3 clusters Score -4477120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -4477125.000000 Penalty: 5213.696777
	Iteration 62Q: 3 clusters Score -4477125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -4477128.500000 Penalty: 5213.696777
	Iteration 63Q: 3 clusters Score -4477128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -4477129.500000 Penalty: 5213.696777
	Iteration 64Q: 3 clusters Score -4477130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -4477128.000000 Penalty: 5213.696777
	Iteration 65Q: 3 clusters Score -4477128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -4477134.000000 Penalty: 5213.696777
	Iteration 66Q: 3 clusters Score -4477134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -4477139.000000 Penalty: 5213.696777
	Iteration 67Q: 3 clusters Score -4477139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -4477138.500000 Penalty: 5213.696777
	Iteration 68Q: 3 clusters Score -4477138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -4477143.000000 Penalty: 5213.696777
	Iteration 69Q: 3 clusters Score -4477143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -4477144.500000 Penalty: 5213.696777
	Iteration 70Q: 3 clusters Score -4477144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -4477147.000000 Penalty: 5213.696777
	Iteration 71Q: 3 clusters Score -4477147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -4477151.000000 Penalty: 5213.696777
	Iteration 72Q: 3 clusters Score -4477151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -4477152.500000 Penalty: 5213.696777
	Iteration 73Q: 3 clusters Score -4477152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -4477153.000000 Penalty: 5213.696777
	Iteration 74Q: 3 clusters Score -4477153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -4477158.000000 Penalty: 5213.696777
	Iteration 75Q: 3 clusters Score -4477158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -4477162.000000 Penalty: 5213.696777
	Iteration 76Q: 3 clusters Score -4477162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -4477161.500000 Penalty: 5213.696777
	Iteration 77Q: 3 clusters Score -4477162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -4477159.000000 Penalty: 5213.696777
	Iteration 78Q: 3 clusters Score -4477159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -4477157.500000 Penalty: 5213.696777
	Iteration 79Q: 3 clusters Score -4477158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -4477159.500000 Penalty: 5213.696777
	Iteration 80F: 3 clusters Score -4477160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -4477163.500000 Penalty: 5213.696777
	Iteration 81Q: 3 clusters Score -4477164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -4477163.500000 Penalty: 5213.696777
	Iteration 82F: 3 clusters Score -4477164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Entering Unmasked Estep 
Score: -1663807.125000 Penalty: 2367.662598
	Iteration 0F: 2 clusters Score -1663807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1653671.875000 Penalty: 4735.325195
	Iteration 0F: 3 clusters Score -1653672 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1656791.875000 Penalty: 4735.325195
	Iteration 1F: 3 clusters Score -1656792 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1657188.500000 Penalty: 4735.325195
	Iteration 2F: 3 clusters Score -1657188 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1657508.625000 Penalty: 4735.325195
	Iteration 3F: 3 clusters Score -1657509 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1657825.000000 Penalty: 4735.325195
	Iteration 4Q: 3 clusters Score -1657825 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1658082.875000 Penalty: 4735.325195
	Iteration 5Q: 3 clusters Score -1658083 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1658357.125000 Penalty: 4735.325195
	Iteration 6Q: 3 clusters Score -1658357 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1658672.000000 Penalty: 4735.325195
	Iteration 7Q: 3 clusters Score -1658672 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1659031.125000 Penalty: 4735.325195
	Iteration 8Q: 3 clusters Score -1659031 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1659430.375000 Penalty: 4735.325195
	Iteration 9Q: 3 clusters Score -1659430 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1659911.375000 Penalty: 4735.325195
	Iteration 10Q: 3 clusters Score -1659911 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1660371.625000 Penalty: 4735.325195
	Iteration 11Q: 3 clusters Score -1660372 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1660840.375000 Penalty: 4735.325195
	Iteration 12Q: 3 clusters Score -1660840 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1661243.750000 Penalty: 4735.325195
	Iteration 13Q: 3 clusters Score -1661244 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1661610.875000 Penalty: 4735.325195
	Iteration 14Q: 3 clusters Score -1661611 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1661921.500000 Penalty: 4735.325195
	Iteration 15Q: 3 clusters Score -1661922 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1662173.375000 Penalty: 4735.325195
	Iteration 16Q: 3 clusters Score -1662173 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1662387.375000 Penalty: 4735.325195
	Iteration 17Q: 3 clusters Score -1662387 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1662596.250000 Penalty: 4735.325195
	Iteration 18Q: 3 clusters Score -1662596 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1662782.750000 Penalty: 4735.325195
	Iteration 19Q: 3 clusters Score -1662783 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1662900.625000 Penalty: 4735.325195
	Iteration 20F: 3 clusters Score -1662901 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1662978.375000 Penalty: 4735.325195
	Iteration 21Q: 3 clusters Score -1662978 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1663005.625000 Penalty: 4735.325195
	Iteration 22Q: 3 clusters Score -1663006 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1663028.000000 Penalty: 4735.325195
	Iteration 23Q: 3 clusters Score -1663028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1663027.000000 Penalty: 4735.325195
	Iteration 24Q: 3 clusters Score -1663027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1663036.625000 Penalty: 4735.325195
	Iteration 25Q: 3 clusters Score -1663037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1663037.250000 Penalty: 4735.325195
	Iteration 26Q: 3 clusters Score -1663037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1663043.625000 Penalty: 4735.325195
	Iteration 27Q: 3 clusters Score -1663044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1663037.250000 Penalty: 4735.325195
	Iteration 28Q: 3 clusters Score -1663037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1663039.125000 Penalty: 4735.325195
	Iteration 29Q: 3 clusters Score -1663039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1663040.000000 Penalty: 4735.325195
	Iteration 30Q: 3 clusters Score -1663040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1663042.125000 Penalty: 4735.325195
	Iteration 31Q: 3 clusters Score -1663042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1663043.250000 Penalty: 4735.325195
	Iteration 32Q: 3 clusters Score -1663043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1663042.750000 Penalty: 4735.325195
	Iteration 33Q: 3 clusters Score -1663043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1663039.375000 Penalty: 4735.325195
	Iteration 34Q: 3 clusters Score -1663039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1663044.250000 Penalty: 4735.325195
	Iteration 35Q: 3 clusters Score -1663044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1663046.875000 Penalty: 4735.325195
	Iteration 36Q: 3 clusters Score -1663047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1663050.000000 Penalty: 4735.325195
	Iteration 37Q: 3 clusters Score -1663050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1663048.625000 Penalty: 4735.325195
	Iteration 38Q: 3 clusters Score -1663049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1663048.625000 Penalty: 4735.325195
	Iteration 39F: 3 clusters Score -1663049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Entering Unmasked Estep 
Score: -383716.062500 Penalty: 2053.302002
	Iteration 0F: 2 clusters Score -383716.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -379993.000000 Penalty: 4106.604004
	Iteration 0F: 3 clusters Score -379993 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -381151.750000 Penalty: 4106.604004
	Iteration 1F: 3 clusters Score -381151.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -381669.718750 Penalty: 4106.604004
	Iteration 2F: 3 clusters Score -381669.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -382134.625000 Penalty: 4106.604004
	Iteration 3F: 3 clusters Score -382134.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -382486.312500 Penalty: 4106.604004
	Iteration 4F: 3 clusters Score -382486.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -382735.468750 Penalty: 4106.604004
	Iteration 5F: 3 clusters Score -382735.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -382887.156250 Penalty: 4106.604004
	Iteration 6Q: 3 clusters Score -382887.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -382977.437500 Penalty: 4106.604004
	Iteration 7Q: 3 clusters Score -382977.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -383023.375000 Penalty: 4106.604004
	Iteration 8Q: 3 clusters Score -383023.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -383046.031250 Penalty: 4106.604004
	Iteration 9Q: 3 clusters Score -383046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -383067.187500 Penalty: 4106.604004
	Iteration 10Q: 3 clusters Score -383067.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -383094.593750 Penalty: 4106.604004
	Iteration 11Q: 3 clusters Score -383094.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -383113.562500 Penalty: 4106.604004
	Iteration 12Q: 3 clusters Score -383113.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -383123.375000 Penalty: 4106.604004
	Iteration 13Q: 3 clusters Score -383123.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -383130.937500 Penalty: 4106.604004
	Iteration 14Q: 3 clusters Score -383130.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -383134.625000 Penalty: 4106.604004
	Iteration 15Q: 3 clusters Score -383134.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -383136.687500 Penalty: 4106.604004
	Iteration 16Q: 3 clusters Score -383136.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -383139.031250 Penalty: 4106.604004
	Iteration 17Q: 3 clusters Score -383139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -383141.125000 Penalty: 4106.604004
	Iteration 18Q: 3 clusters Score -383141.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -383140.968750 Penalty: 4106.604004
	Iteration 19Q: 3 clusters Score -383141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -383140.968750 Penalty: 4106.604004
	Iteration 20F: 3 clusters Score -383141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (81069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81069 members 
Entering Unmasked Estep 
Score: -9810906.000000 Penalty: 2803.157715
	Iteration 0F: 2 clusters Score -9810906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -9756749.000000 Penalty: 5606.315430
	Iteration 0F: 3 clusters Score -9756749 nChanged 38052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -9778067.000000 Penalty: 5606.315430
	Iteration 1F: 3 clusters Score -9778067 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -9778679.000000 Penalty: 5606.315430
	Iteration 2Q: 3 clusters Score -9778679 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -9779356.000000 Penalty: 5606.315430
	Iteration 3Q: 3 clusters Score -9779356 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -9780015.000000 Penalty: 5606.315430
	Iteration 4Q: 3 clusters Score -9780015 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -9780833.000000 Penalty: 5606.315430
	Iteration 5Q: 3 clusters Score -9780833 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -9781953.000000 Penalty: 5606.315430
	Iteration 6Q: 3 clusters Score -9781953 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -9783353.000000 Penalty: 5606.315430
	Iteration 7Q: 3 clusters Score -9783353 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -9785019.000000 Penalty: 5606.315430
	Iteration 8Q: 3 clusters Score -9785019 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -9787046.000000 Penalty: 5606.315430
	Iteration 9F: 3 clusters Score -9787046 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -9789192.000000 Penalty: 5606.315430
	Iteration 10F: 3 clusters Score -9789192 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -9791013.000000 Penalty: 5606.315430
	Iteration 11F: 3 clusters Score -9791013 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49210 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -9792593.000000 Penalty: 5606.315430
	Iteration 12Q: 3 clusters Score -9792593 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -9793569.000000 Penalty: 5606.315430
	Iteration 13Q: 3 clusters Score -9793569 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -9794159.000000 Penalty: 5606.315430
	Iteration 14Q: 3 clusters Score -9794159 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -9794598.000000 Penalty: 5606.315430
	Iteration 15Q: 3 clusters Score -9794598 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -9794824.000000 Penalty: 5606.315430
	Iteration 16Q: 3 clusters Score -9794824 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49270 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -9794881.000000 Penalty: 5606.315430
	Iteration 17Q: 3 clusters Score -9794881 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -9794969.000000 Penalty: 5606.315430
	Iteration 18Q: 3 clusters Score -9794969 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -9795031.000000 Penalty: 5606.315430
	Iteration 19Q: 3 clusters Score -9795031 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -9795084.000000 Penalty: 5606.315430
	Iteration 20F: 3 clusters Score -9795084 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -9795180.000000 Penalty: 5606.315430
	Iteration 21Q: 3 clusters Score -9795180 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -9795171.000000 Penalty: 5606.315430
	Iteration 22Q: 3 clusters Score -9795171 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -9795210.000000 Penalty: 5606.315430
	Iteration 23Q: 3 clusters Score -9795210 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -9795297.000000 Penalty: 5606.315430
	Iteration 24Q: 3 clusters Score -9795297 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -9795355.000000 Penalty: 5606.315430
	Iteration 25Q: 3 clusters Score -9795355 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -9795420.000000 Penalty: 5606.315430
	Iteration 26Q: 3 clusters Score -9795420 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -9795477.000000 Penalty: 5606.315430
	Iteration 27Q: 3 clusters Score -9795477 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -9795489.000000 Penalty: 5606.315430
	Iteration 28Q: 3 clusters Score -9795489 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -9795579.000000 Penalty: 5606.315430
	Iteration 29Q: 3 clusters Score -9795579 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -9795671.000000 Penalty: 5606.315430
	Iteration 30Q: 3 clusters Score -9795671 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -9795737.000000 Penalty: 5606.315430
	Iteration 31Q: 3 clusters Score -9795737 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -9795850.000000 Penalty: 5606.315430
	Iteration 32Q: 3 clusters Score -9795850 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -9795938.000000 Penalty: 5606.315430
	Iteration 33Q: 3 clusters Score -9795938 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -9796068.000000 Penalty: 5606.315430
	Iteration 34Q: 3 clusters Score -9796068 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -9796228.000000 Penalty: 5606.315430
	Iteration 35Q: 3 clusters Score -9796228 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -9796492.000000 Penalty: 5606.315430
	Iteration 36Q: 3 clusters Score -9796492 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -9796716.000000 Penalty: 5606.315430
	Iteration 37Q: 3 clusters Score -9796716 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -9797024.000000 Penalty: 5606.315430
	Iteration 38Q: 3 clusters Score -9797024 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -9797352.000000 Penalty: 5606.315430
	Iteration 39Q: 3 clusters Score -9797352 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -9797753.000000 Penalty: 5606.315430
	Iteration 40F: 3 clusters Score -9797753 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -9798252.000000 Penalty: 5606.315430
	Iteration 41Q: 3 clusters Score -9798252 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 53035 members 
Entering Unmasked Estep 
Score: -9798807.000000 Penalty: 5606.315430
	Iteration 42Q: 3 clusters Score -9798807 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -9799482.000000 Penalty: 5606.315430
	Iteration 43Q: 3 clusters Score -9799482 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 57022 members 
Entering Unmasked Estep 
Score: -9800016.000000 Penalty: 5606.315430
	Iteration 44Q: 3 clusters Score -9800016 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 59098 members 
Entering Unmasked Estep 
Score: -9800700.000000 Penalty: 5606.315430
	Iteration 45Q: 3 clusters Score -9800700 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 61205 members 
Entering Unmasked Estep 
Score: -9801467.000000 Penalty: 5606.315430
	Iteration 46Q: 3 clusters Score -9801467 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -9802205.000000 Penalty: 5606.315430
	Iteration 47Q: 3 clusters Score -9802205 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 65355 members 
Entering Unmasked Estep 
Score: -9802986.000000 Penalty: 5606.315430
	Iteration 48Q: 3 clusters Score -9802986 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 67265 members 
Entering Unmasked Estep 
Score: -9803667.000000 Penalty: 5606.315430
	Iteration 49Q: 3 clusters Score -9803667 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 69039 members 
Entering Unmasked Estep 
Score: -9804362.000000 Penalty: 5606.315430
	Iteration 50Q: 3 clusters Score -9804362 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 70589 members 
Entering Unmasked Estep 
Score: -9804964.000000 Penalty: 5606.315430
	Iteration 51Q: 3 clusters Score -9804964 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 72004 members 
Entering Unmasked Estep 
Score: -9805547.000000 Penalty: 5606.315430
	Iteration 52Q: 3 clusters Score -9805547 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 73267 members 
Entering Unmasked Estep 
Score: -9806022.000000 Penalty: 5606.315430
	Iteration 53Q: 3 clusters Score -9806022 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -9806481.000000 Penalty: 5606.315430
	Iteration 54Q: 3 clusters Score -9806481 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 75361 members 
Entering Unmasked Estep 
Score: -9806868.000000 Penalty: 5606.315430
	Iteration 55Q: 3 clusters Score -9806868 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 76135 members 
Entering Unmasked Estep 
Score: -9807191.000000 Penalty: 5606.315430
	Iteration 56Q: 3 clusters Score -9807191 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 76786 members 
Entering Unmasked Estep 
Score: -9807459.000000 Penalty: 5606.315430
	Iteration 57Q: 3 clusters Score -9807459 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 77296 members 
Entering Unmasked Estep 
Score: -9807671.000000 Penalty: 5606.315430
	Iteration 58Q: 3 clusters Score -9807671 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 77706 members 
Entering Unmasked Estep 
Score: -9807872.000000 Penalty: 5606.315430
	Iteration 59Q: 3 clusters Score -9807872 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 78055 members 
Entering Unmasked Estep 
Score: -9808026.000000 Penalty: 5606.315430
	Iteration 60F: 3 clusters Score -9808026 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -9808116.000000 Penalty: 5606.315430
	Iteration 61Q: 3 clusters Score -9808116 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 78547 members 
Entering Unmasked Estep 
Score: -9808217.000000 Penalty: 5606.315430
	Iteration 62Q: 3 clusters Score -9808217 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 78705 members 
Entering Unmasked Estep 
Score: -9808292.000000 Penalty: 5606.315430
	Iteration 63Q: 3 clusters Score -9808292 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 78837 members 
Entering Unmasked Estep 
Score: -9808354.000000 Penalty: 5606.315430
	Iteration 64Q: 3 clusters Score -9808354 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 78951 members 
Entering Unmasked Estep 
Score: -9808383.000000 Penalty: 5606.315430
	Iteration 65Q: 3 clusters Score -9808383 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 79052 members 
Entering Unmasked Estep 
Score: -9808442.000000 Penalty: 5606.315430
	Iteration 66Q: 3 clusters Score -9808442 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
Score: -9808482.000000 Penalty: 5606.315430
	Iteration 67Q: 3 clusters Score -9808482 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 79208 members 
Entering Unmasked Estep 
Score: -9808504.000000 Penalty: 5606.315430
	Iteration 68Q: 3 clusters Score -9808504 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 79266 members 
Entering Unmasked Estep 
Score: -9808523.000000 Penalty: 5606.315430
	Iteration 69Q: 3 clusters Score -9808523 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 79318 members 
Entering Unmasked Estep 
Score: -9808550.000000 Penalty: 5606.315430
	Iteration 70Q: 3 clusters Score -9808550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 79354 members 
Entering Unmasked Estep 
Score: -9808544.000000 Penalty: 5606.315430
	Iteration 71Q: 3 clusters Score -9808544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 79395 members 
Entering Unmasked Estep 
Score: -9808562.000000 Penalty: 5606.315430
	Iteration 72Q: 3 clusters Score -9808562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 79427 members 
Entering Unmasked Estep 
Score: -9808586.000000 Penalty: 5606.315430
	Iteration 73Q: 3 clusters Score -9808586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 79458 members 
Entering Unmasked Estep 
Score: -9808598.000000 Penalty: 5606.315430
	Iteration 74Q: 3 clusters Score -9808598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 79478 members 
Entering Unmasked Estep 
Score: -9808597.000000 Penalty: 5606.315430
	Iteration 75Q: 3 clusters Score -9808597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 79503 members 
Entering Unmasked Estep 
Score: -9808598.000000 Penalty: 5606.315430
	Iteration 76Q: 3 clusters Score -9808598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 79524 members 
Entering Unmasked Estep 
Score: -9808618.000000 Penalty: 5606.315430
	Iteration 77Q: 3 clusters Score -9808618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 79542 members 
Entering Unmasked Estep 
Score: -9808628.000000 Penalty: 5606.315430
	Iteration 78Q: 3 clusters Score -9808628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 79554 members 
Entering Unmasked Estep 
Score: -9808621.000000 Penalty: 5606.315430
	Iteration 79Q: 3 clusters Score -9808621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 79565 members 
Entering Unmasked Estep 
Score: -9808631.000000 Penalty: 5606.315430
	Iteration 80F: 3 clusters Score -9808631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 79581 members 
Entering Unmasked Estep 
Score: -9808641.000000 Penalty: 5606.315430
	Iteration 81Q: 3 clusters Score -9808641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 79602 members 
Entering Unmasked Estep 
Score: -9808634.000000 Penalty: 5606.315430
	Iteration 82Q: 3 clusters Score -9808634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -9808639.000000 Penalty: 5606.315430
	Iteration 83Q: 3 clusters Score -9808639 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 79646 members 
Entering Unmasked Estep 
Score: -9808662.000000 Penalty: 5606.315430
	Iteration 84Q: 3 clusters Score -9808662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 79660 members 
Entering Unmasked Estep 
Score: -9808675.000000 Penalty: 5606.315430
	Iteration 85Q: 3 clusters Score -9808675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 79671 members 
Entering Unmasked Estep 
Score: -9808676.000000 Penalty: 5606.315430
	Iteration 86Q: 3 clusters Score -9808676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 79678 members 
Entering Unmasked Estep 
Score: -9808687.000000 Penalty: 5606.315430
	Iteration 87Q: 3 clusters Score -9808687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -9808682.000000 Penalty: 5606.315430
	Iteration 88Q: 3 clusters Score -9808682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 79688 members 
Entering Unmasked Estep 
Score: -9808688.000000 Penalty: 5606.315430
	Iteration 89Q: 3 clusters Score -9808688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 79695 members 
Entering Unmasked Estep 
Score: -9808686.000000 Penalty: 5606.315430
	Iteration 90Q: 3 clusters Score -9808686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 79701 members 
Entering Unmasked Estep 
Score: -9808686.000000 Penalty: 5606.315430
	Iteration 91Q: 3 clusters Score -9808686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 79702 members 
Entering Unmasked Estep 
Score: -9808691.000000 Penalty: 5606.315430
	Iteration 92Q: 3 clusters Score -9808691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 79708 members 
Entering Unmasked Estep 
Score: -9808691.000000 Penalty: 5606.315430
	Iteration 93Q: 3 clusters Score -9808691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 79712 members 
Entering Unmasked Estep 
Score: -9808688.000000 Penalty: 5606.315430
	Iteration 94Q: 3 clusters Score -9808688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 79716 members 
Entering Unmasked Estep 
Score: -9808685.000000 Penalty: 5606.315430
	Iteration 95Q: 3 clusters Score -9808685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 79717 members 
Entering Unmasked Estep 
Score: -9808685.000000 Penalty: 5606.315430
	Iteration 96Q: 3 clusters Score -9808685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 79719 members 
Entering Unmasked Estep 
Score: -9808687.000000 Penalty: 5606.315430
	Iteration 97Q: 3 clusters Score -9808687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 79718 members 
Entering Unmasked Estep 
Score: -9808688.000000 Penalty: 5606.315430
	Iteration 98Q: 3 clusters Score -9808688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 79719 members 
Entering Unmasked Estep 
Score: -9808687.000000 Penalty: 5606.315430
	Iteration 99Q: 3 clusters Score -9808687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 79720 members 
Entering Unmasked Estep 
Score: -9808685.000000 Penalty: 5606.315430
	Iteration 100F: 3 clusters Score -9808685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 79722 members 
Entering Unmasked Estep 
Score: -9808684.000000 Penalty: 5606.315430
	Iteration 101Q: 3 clusters Score -9808684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 79726 members 
Entering Unmasked Estep 
Score: -9808692.000000 Penalty: 5606.315430
	Iteration 102Q: 3 clusters Score -9808692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 79732 members 
Entering Unmasked Estep 
Score: -9808692.000000 Penalty: 5606.315430
	Iteration 103Q: 3 clusters Score -9808692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 79740 members 
Entering Unmasked Estep 
Score: -9808704.000000 Penalty: 5606.315430
	Iteration 104Q: 3 clusters Score -9808704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 79750 members 
Entering Unmasked Estep 
Score: -9808693.000000 Penalty: 5606.315430
	Iteration 105Q: 3 clusters Score -9808693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 79756 members 
Entering Unmasked Estep 
Score: -9808697.000000 Penalty: 5606.315430
	Iteration 106Q: 3 clusters Score -9808697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 79764 members 
Entering Unmasked Estep 
Score: -9808705.000000 Penalty: 5606.315430
	Iteration 107Q: 3 clusters Score -9808705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 79769 members 
Entering Unmasked Estep 
Score: -9808705.000000 Penalty: 5606.315430
	Iteration 108Q: 3 clusters Score -9808705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -9808711.000000 Penalty: 5606.315430
	Iteration 109Q: 3 clusters Score -9808711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -9808713.000000 Penalty: 5606.315430
	Iteration 110Q: 3 clusters Score -9808713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -9808714.000000 Penalty: 5606.315430
	Iteration 111Q: 3 clusters Score -9808714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 79779 members 
Entering Unmasked Estep 
Score: -9808720.000000 Penalty: 5606.315430
	Iteration 112Q: 3 clusters Score -9808720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 79779 members 
Entering Unmasked Estep 
Score: -9808720.000000 Penalty: 5606.315430
	Iteration 113F: 3 clusters Score -9808720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Entering Unmasked Estep 
Score: -193641.468750 Penalty: 1844.719116
	Iteration 0F: 2 clusters Score -193641.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -191219.125000 Penalty: 3689.438232
	Iteration 0F: 3 clusters Score -191219.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -191703.625000 Penalty: 3689.438232
	Iteration 1F: 3 clusters Score -191703.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -191876.140625 Penalty: 3689.438232
	Iteration 2F: 3 clusters Score -191876.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -192047.468750 Penalty: 3689.438232
	Iteration 3F: 3 clusters Score -192047.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -192208.781250 Penalty: 3689.438232
	Iteration 4F: 3 clusters Score -192208.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -192349.468750 Penalty: 3689.438232
	Iteration 5Q: 3 clusters Score -192349.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -192434.203125 Penalty: 3689.438232
	Iteration 6Q: 3 clusters Score -192434.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -192527.890625 Penalty: 3689.438232
	Iteration 7Q: 3 clusters Score -192527.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -192623.234375 Penalty: 3689.438232
	Iteration 8Q: 3 clusters Score -192623.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -192727.921875 Penalty: 3689.438232
	Iteration 9Q: 3 clusters Score -192727.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -192826.953125 Penalty: 3689.438232
	Iteration 10Q: 3 clusters Score -192827 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -192972.359375 Penalty: 3689.438232
	Iteration 11Q: 3 clusters Score -192972.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -193140.156250 Penalty: 3689.438232
	Iteration 12Q: 3 clusters Score -193140.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -193221.921875 Penalty: 3689.438232
	Iteration 13Q: 3 clusters Score -193221.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -193256.765625 Penalty: 3689.438232
	Iteration 14Q: 3 clusters Score -193256.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -193287.359375 Penalty: 3689.438232
	Iteration 15Q: 3 clusters Score -193287.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -193305.953125 Penalty: 3689.438232
	Iteration 16Q: 3 clusters Score -193306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -193329.000000 Penalty: 3689.438232
	Iteration 17Q: 3 clusters Score -193329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -193376.906250 Penalty: 3689.438232
	Iteration 18Q: 3 clusters Score -193376.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -193433.171875 Penalty: 3689.438232
	Iteration 19Q: 3 clusters Score -193433.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -193467.625000 Penalty: 3689.438232
	Iteration 20F: 3 clusters Score -193467.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -193479.828125 Penalty: 3689.438232
	Iteration 21Q: 3 clusters Score -193479.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -193483.078125 Penalty: 3689.438232
	Iteration 22Q: 3 clusters Score -193483.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -193486.656250 Penalty: 3689.438232
	Iteration 23Q: 3 clusters Score -193486.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -193489.796875 Penalty: 3689.438232
	Iteration 24Q: 3 clusters Score -193489.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -193490.093750 Penalty: 3689.438232
	Iteration 25Q: 3 clusters Score -193490.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -193490.093750 Penalty: 3689.438232
	Iteration 26F: 3 clusters Score -193490.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Entering Unmasked Estep 
Score: -303784.375000 Penalty: 1958.621704
	Iteration 0F: 2 clusters Score -303784.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -300698.031250 Penalty: 3917.243408
	Iteration 0F: 3 clusters Score -300698 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -301265.093750 Penalty: 3917.243408
	Iteration 1F: 3 clusters Score -301265.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -301469.343750 Penalty: 3917.243408
	Iteration 2F: 3 clusters Score -301469.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -301585.812500 Penalty: 3917.243408
	Iteration 3F: 3 clusters Score -301585.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -301656.687500 Penalty: 3917.243408
	Iteration 4Q: 3 clusters Score -301656.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -301719.250000 Penalty: 3917.243408
	Iteration 5Q: 3 clusters Score -301719.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -301781.468750 Penalty: 3917.243408
	Iteration 6Q: 3 clusters Score -301781.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -301808.718750 Penalty: 3917.243408
	Iteration 7Q: 3 clusters Score -301808.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -301825.656250 Penalty: 3917.243408
	Iteration 8Q: 3 clusters Score -301825.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -301848.750000 Penalty: 3917.243408
	Iteration 9Q: 3 clusters Score -301848.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -301869.906250 Penalty: 3917.243408
	Iteration 10Q: 3 clusters Score -301869.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -301893.187500 Penalty: 3917.243408
	Iteration 11Q: 3 clusters Score -301893.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -301921.250000 Penalty: 3917.243408
	Iteration 12Q: 3 clusters Score -301921.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -301959.250000 Penalty: 3917.243408
	Iteration 13Q: 3 clusters Score -301959.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -301983.156250 Penalty: 3917.243408
	Iteration 14Q: 3 clusters Score -301983.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -301999.312500 Penalty: 3917.243408
	Iteration 15Q: 3 clusters Score -301999.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -302015.406250 Penalty: 3917.243408
	Iteration 16Q: 3 clusters Score -302015.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -302029.781250 Penalty: 3917.243408
	Iteration 17Q: 3 clusters Score -302029.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -302039.968750 Penalty: 3917.243408
	Iteration 18Q: 3 clusters Score -302040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -302048.625000 Penalty: 3917.243408
	Iteration 19Q: 3 clusters Score -302048.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -302054.437500 Penalty: 3917.243408
	Iteration 20F: 3 clusters Score -302054.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -302059.843750 Penalty: 3917.243408
	Iteration 21Q: 3 clusters Score -302059.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -302064.656250 Penalty: 3917.243408
	Iteration 22Q: 3 clusters Score -302064.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -302069.656250 Penalty: 3917.243408
	Iteration 23Q: 3 clusters Score -302069.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -302072.781250 Penalty: 3917.243408
	Iteration 24Q: 3 clusters Score -302072.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -302074.375000 Penalty: 3917.243408
	Iteration 25Q: 3 clusters Score -302074.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -302074.375000 Penalty: 3917.243408
	Iteration 26F: 3 clusters Score -302074.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 104426 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54447 members 
Mstep: Class 7 contains 15849 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 83393 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25824 members 
Mstep: Class 13 contains 18173 members 
Mstep: Class 14 contains 272775 members 
Mstep: Class 15 contains 2659 members 
Mstep: Class 16 contains 8835 members 
Mstep: Class 17 contains 6320 members 
Mstep: Class 18 contains 13838 members 
Mstep: Class 19 contains 281901 members 
Mstep: Class 20 contains 171229 members 
Mstep: Class 21 contains 24799 members 
Mstep: Class 22 contains 36735 members 
Mstep: Class 23 contains 14003 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81069 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613632.000000 Penalty: 94130.875000
Iteration 119Q: 28 clusters Score -1.546136e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 104440 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54423 members 
Mstep: Class 7 contains 15846 members 
Mstep: Class 8 contains 4011 members 
Mstep: Class 9 contains 83375 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25822 members 
Mstep: Class 13 contains 18170 members 
Mstep: Class 14 contains 272997 members 
Mstep: Class 15 contains 2659 members 
Mstep: Class 16 contains 8837 members 
Mstep: Class 17 contains 6320 members 
Mstep: Class 18 contains 13826 members 
Mstep: Class 19 contains 281632 members 
Mstep: Class 20 contains 171279 members 
Mstep: Class 21 contains 24810 members 
Mstep: Class 22 contains 36720 members 
Mstep: Class 23 contains 14004 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81084 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613696.000000 Penalty: 94130.875000
Iteration 120F: 28 clusters Score -1.546137e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 104455 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54408 members 
Mstep: Class 7 contains 15838 members 
Mstep: Class 8 contains 4011 members 
Mstep: Class 9 contains 83349 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25820 members 
Mstep: Class 13 contains 18169 members 
Mstep: Class 14 contains 273290 members 
Mstep: Class 15 contains 2659 members 
Mstep: Class 16 contains 8837 members 
Mstep: Class 17 contains 6320 members 
Mstep: Class 18 contains 13815 members 
Mstep: Class 19 contains 281274 members 
Mstep: Class 20 contains 171356 members 
Mstep: Class 21 contains 24814 members 
Mstep: Class 22 contains 36703 members 
Mstep: Class 23 contains 14014 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81110 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613904.000000 Penalty: 94130.875000
Iteration 121Q: 28 clusters Score -1.546139e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 104466 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54390 members 
Mstep: Class 7 contains 15829 members 
Mstep: Class 8 contains 4013 members 
Mstep: Class 9 contains 83347 members 
Mstep: Class 10 contains 16161 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25815 members 
Mstep: Class 13 contains 18172 members 
Mstep: Class 14 contains 273641 members 
Mstep: Class 15 contains 2659 members 
Mstep: Class 16 contains 8837 members 
Mstep: Class 17 contains 6320 members 
Mstep: Class 18 contains 13808 members 
Mstep: Class 19 contains 280864 members 
Mstep: Class 20 contains 171385 members 
Mstep: Class 21 contains 24826 members 
Mstep: Class 22 contains 36691 members 
Mstep: Class 23 contains 14021 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81136 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614000.000000 Penalty: 94130.875000
Iteration 122Q: 28 clusters Score -1.54614e+08 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 104468 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54381 members 
Mstep: Class 7 contains 15827 members 
Mstep: Class 8 contains 4015 members 
Mstep: Class 9 contains 83336 members 
Mstep: Class 10 contains 16161 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25811 members 
Mstep: Class 13 contains 18171 members 
Mstep: Class 14 contains 274057 members 
Mstep: Class 15 contains 2659 members 
Mstep: Class 16 contains 8838 members 
Mstep: Class 17 contains 6321 members 
Mstep: Class 18 contains 13810 members 
Mstep: Class 19 contains 280422 members 
Mstep: Class 20 contains 171426 members 
Mstep: Class 21 contains 24836 members 
Mstep: Class 22 contains 36683 members 
Mstep: Class 23 contains 14023 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81145 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613616.000000 Penalty: 94130.875000
Iteration 123Q: 28 clusters Score -1.546136e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 104450 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54384 members 
Mstep: Class 7 contains 15824 members 
Mstep: Class 8 contains 4017 members 
Mstep: Class 9 contains 83323 members 
Mstep: Class 10 contains 16161 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25805 members 
Mstep: Class 13 contains 18163 members 
Mstep: Class 14 contains 274422 members 
Mstep: Class 15 contains 2659 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 6320 members 
Mstep: Class 18 contains 13808 members 
Mstep: Class 19 contains 280006 members 
Mstep: Class 20 contains 171485 members 
Mstep: Class 21 contains 24854 members 
Mstep: Class 22 contains 36673 members 
Mstep: Class 23 contains 14032 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81156 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613440.000000 Penalty: 94130.875000
Iteration 124Q: 28 clusters Score -1.546134e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 104430 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54400 members 
Mstep: Class 7 contains 15822 members 
Mstep: Class 8 contains 4018 members 
Mstep: Class 9 contains 83308 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25799 members 
Mstep: Class 13 contains 18163 members 
Mstep: Class 14 contains 274842 members 
Mstep: Class 15 contains 2659 members 
Mstep: Class 16 contains 8841 members 
Mstep: Class 17 contains 6320 members 
Mstep: Class 18 contains 13795 members 
Mstep: Class 19 contains 279550 members 
Mstep: Class 20 contains 171537 members 
Mstep: Class 21 contains 24863 members 
Mstep: Class 22 contains 36662 members 
Mstep: Class 23 contains 14035 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81164 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613664.000000 Penalty: 94130.875000
Iteration 125Q: 28 clusters Score -1.546137e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 104401 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54411 members 
Mstep: Class 7 contains 15817 members 
Mstep: Class 8 contains 4018 members 
Mstep: Class 9 contains 83301 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25787 members 
Mstep: Class 13 contains 18160 members 
Mstep: Class 14 contains 275369 members 
Mstep: Class 15 contains 2659 members 
Mstep: Class 16 contains 8842 members 
Mstep: Class 17 contains 6320 members 
Mstep: Class 18 contains 13795 members 
Mstep: Class 19 contains 278977 members 
Mstep: Class 20 contains 171575 members 
Mstep: Class 21 contains 24877 members 
Mstep: Class 22 contains 36651 members 
Mstep: Class 23 contains 14048 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81177 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613568.000000 Penalty: 94130.875000
Iteration 126Q: 28 clusters Score -1.546136e+08 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 104380 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54414 members 
Mstep: Class 7 contains 15820 members 
Mstep: Class 8 contains 4018 members 
Mstep: Class 9 contains 83289 members 
Mstep: Class 10 contains 16161 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25781 members 
Mstep: Class 13 contains 18158 members 
Mstep: Class 14 contains 275959 members 
Mstep: Class 15 contains 2659 members 
Mstep: Class 16 contains 8841 members 
Mstep: Class 17 contains 6318 members 
Mstep: Class 18 contains 13792 members 
Mstep: Class 19 contains 278323 members 
Mstep: Class 20 contains 171627 members 
Mstep: Class 21 contains 24888 members 
Mstep: Class 22 contains 36652 members 
Mstep: Class 23 contains 14050 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81184 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613616.000000 Penalty: 94130.875000
Iteration 127Q: 28 clusters Score -1.546136e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 104346 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54408 members 
Mstep: Class 7 contains 15817 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 83281 members 
Mstep: Class 10 contains 16167 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25779 members 
Mstep: Class 13 contains 18154 members 
Mstep: Class 14 contains 276616 members 
Mstep: Class 15 contains 2659 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 6317 members 
Mstep: Class 18 contains 13794 members 
Mstep: Class 19 contains 277653 members 
Mstep: Class 20 contains 171665 members 
Mstep: Class 21 contains 24894 members 
Mstep: Class 22 contains 36656 members 
Mstep: Class 23 contains 14048 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81188 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613552.000000 Penalty: 94130.875000
Iteration 128Q: 28 clusters Score -1.546136e+08 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 104298 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54406 members 
Mstep: Class 7 contains 15808 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 83272 members 
Mstep: Class 10 contains 16165 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25779 members 
Mstep: Class 13 contains 18151 members 
Mstep: Class 14 contains 277260 members 
Mstep: Class 15 contains 2660 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 6317 members 
Mstep: Class 18 contains 13795 members 
Mstep: Class 19 contains 277048 members 
Mstep: Class 20 contains 171680 members 
Mstep: Class 21 contains 24899 members 
Mstep: Class 22 contains 36653 members 
Mstep: Class 23 contains 14045 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81190 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613664.000000 Penalty: 94130.875000
Iteration 129Q: 28 clusters Score -1.546137e+08 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 104237 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54394 members 
Mstep: Class 7 contains 15801 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 83260 members 
Mstep: Class 10 contains 16166 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25779 members 
Mstep: Class 13 contains 18155 members 
Mstep: Class 14 contains 277832 members 
Mstep: Class 15 contains 2661 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 6315 members 
Mstep: Class 18 contains 13792 members 
Mstep: Class 19 contains 276512 members 
Mstep: Class 20 contains 171692 members 
Mstep: Class 21 contains 24908 members 
Mstep: Class 22 contains 36650 members 
Mstep: Class 23 contains 14040 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81202 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613744.000000 Penalty: 94130.875000
Iteration 130Q: 28 clusters Score -1.546137e+08 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 104172 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54368 members 
Mstep: Class 7 contains 15796 members 
Mstep: Class 8 contains 4015 members 
Mstep: Class 9 contains 83253 members 
Mstep: Class 10 contains 16170 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25777 members 
Mstep: Class 13 contains 18161 members 
Mstep: Class 14 contains 278380 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8841 members 
Mstep: Class 17 contains 6314 members 
Mstep: Class 18 contains 13784 members 
Mstep: Class 19 contains 276067 members 
Mstep: Class 20 contains 171667 members 
Mstep: Class 21 contains 24919 members 
Mstep: Class 22 contains 36654 members 
Mstep: Class 23 contains 14034 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81204 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613920.000000 Penalty: 94130.875000
Iteration 131Q: 28 clusters Score -1.546139e+08 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 104095 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54351 members 
Mstep: Class 7 contains 15792 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 9 contains 83238 members 
Mstep: Class 10 contains 16173 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25774 members 
Mstep: Class 13 contains 18172 members 
Mstep: Class 14 contains 278872 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 6314 members 
Mstep: Class 18 contains 13771 members 
Mstep: Class 19 contains 275707 members 
Mstep: Class 20 contains 171639 members 
Mstep: Class 21 contains 24930 members 
Mstep: Class 22 contains 36646 members 
Mstep: Class 23 contains 14031 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81200 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614224.000000 Penalty: 94130.875000
Iteration 132Q: 28 clusters Score -1.546142e+08 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2073 members 
Mstep: Class 4 contains 104013 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54338 members 
Mstep: Class 7 contains 15786 members 
Mstep: Class 8 contains 4015 members 
Mstep: Class 9 contains 83219 members 
Mstep: Class 10 contains 16171 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25773 members 
Mstep: Class 13 contains 18182 members 
Mstep: Class 14 contains 279338 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8841 members 
Mstep: Class 17 contains 6315 members 
Mstep: Class 18 contains 13760 members 
Mstep: Class 19 contains 275397 members 
Mstep: Class 20 contains 171610 members 
Mstep: Class 21 contains 24937 members 
Mstep: Class 22 contains 36641 members 
Mstep: Class 23 contains 14031 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81193 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614336.000000 Penalty: 94130.875000
Iteration 133Q: 28 clusters Score -1.546143e+08 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2073 members 
Mstep: Class 4 contains 103945 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54328 members 
Mstep: Class 7 contains 15781 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 83200 members 
Mstep: Class 10 contains 16173 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25771 members 
Mstep: Class 13 contains 18177 members 
Mstep: Class 14 contains 279735 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8843 members 
Mstep: Class 17 contains 6316 members 
Mstep: Class 18 contains 13753 members 
Mstep: Class 19 contains 275113 members 
Mstep: Class 20 contains 171599 members 
Mstep: Class 21 contains 24943 members 
Mstep: Class 22 contains 36633 members 
Mstep: Class 23 contains 14033 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81206 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614112.000000 Penalty: 94130.875000
Iteration 134Q: 28 clusters Score -1.546141e+08 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2073 members 
Mstep: Class 4 contains 103858 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54289 members 
Mstep: Class 7 contains 15779 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 83158 members 
Mstep: Class 10 contains 16170 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25768 members 
Mstep: Class 13 contains 18171 members 
Mstep: Class 14 contains 280137 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8843 members 
Mstep: Class 17 contains 6315 members 
Mstep: Class 18 contains 13757 members 
Mstep: Class 19 contains 274946 members 
Mstep: Class 20 contains 171565 members 
Mstep: Class 21 contains 24949 members 
Mstep: Class 22 contains 36626 members 
Mstep: Class 23 contains 14033 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81192 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614272.000000 Penalty: 94130.875000
Iteration 135Q: 28 clusters Score -1.546143e+08 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2073 members 
Mstep: Class 4 contains 103780 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54244 members 
Mstep: Class 7 contains 15771 members 
Mstep: Class 8 contains 4018 members 
Mstep: Class 9 contains 83122 members 
Mstep: Class 10 contains 16173 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25763 members 
Mstep: Class 13 contains 18157 members 
Mstep: Class 14 contains 280491 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8844 members 
Mstep: Class 17 contains 6318 members 
Mstep: Class 18 contains 13746 members 
Mstep: Class 19 contains 274815 members 
Mstep: Class 20 contains 171542 members 
Mstep: Class 21 contains 24954 members 
Mstep: Class 22 contains 36619 members 
Mstep: Class 23 contains 14027 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81183 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614288.000000 Penalty: 94130.875000
Iteration 136Q: 28 clusters Score -1.546143e+08 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2073 members 
Mstep: Class 4 contains 103694 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54215 members 
Mstep: Class 7 contains 15765 members 
Mstep: Class 8 contains 4019 members 
Mstep: Class 9 contains 83073 members 
Mstep: Class 10 contains 16177 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25758 members 
Mstep: Class 13 contains 18139 members 
Mstep: Class 14 contains 280781 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 6321 members 
Mstep: Class 18 contains 13738 members 
Mstep: Class 19 contains 274730 members 
Mstep: Class 20 contains 171497 members 
Mstep: Class 21 contains 24957 members 
Mstep: Class 22 contains 36612 members 
Mstep: Class 23 contains 14030 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81211 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614688.000000 Penalty: 94130.875000
Iteration 137Q: 28 clusters Score -1.546147e+08 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2073 members 
Mstep: Class 4 contains 103633 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54199 members 
Mstep: Class 7 contains 15766 members 
Mstep: Class 8 contains 4019 members 
Mstep: Class 9 contains 83016 members 
Mstep: Class 10 contains 16179 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25756 members 
Mstep: Class 13 contains 18122 members 
Mstep: Class 14 contains 281114 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 6323 members 
Mstep: Class 18 contains 13731 members 
Mstep: Class 19 contains 274606 members 
Mstep: Class 20 contains 171441 members 
Mstep: Class 21 contains 24955 members 
Mstep: Class 22 contains 36604 members 
Mstep: Class 23 contains 14033 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81218 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615008.000000 Penalty: 94130.875000
Iteration 138Q: 28 clusters Score -1.54615e+08 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2073 members 
Mstep: Class 4 contains 103551 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54200 members 
Mstep: Class 7 contains 15762 members 
Mstep: Class 8 contains 4021 members 
Mstep: Class 9 contains 82970 members 
Mstep: Class 10 contains 16177 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25755 members 
Mstep: Class 13 contains 18104 members 
Mstep: Class 14 contains 281406 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 13728 members 
Mstep: Class 19 contains 274470 members 
Mstep: Class 20 contains 171408 members 
Mstep: Class 21 contains 24961 members 
Mstep: Class 22 contains 36594 members 
Mstep: Class 23 contains 14040 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81237 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614688.000000 Penalty: 94130.875000
Iteration 139Q: 28 clusters Score -1.546147e+08 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2072 members 
Mstep: Class 4 contains 103475 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54196 members 
Mstep: Class 7 contains 15762 members 
Mstep: Class 8 contains 4019 members 
Mstep: Class 9 contains 82929 members 
Mstep: Class 10 contains 16178 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25750 members 
Mstep: Class 13 contains 18094 members 
Mstep: Class 14 contains 281647 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 6324 members 
Mstep: Class 18 contains 13720 members 
Mstep: Class 19 contains 274407 members 
Mstep: Class 20 contains 171395 members 
Mstep: Class 21 contains 24971 members 
Mstep: Class 22 contains 36570 members 
Mstep: Class 23 contains 14043 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81241 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614672.000000 Penalty: 94130.875000
Iteration 140F: 28 clusters Score -1.546147e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2070 members 
Mstep: Class 4 contains 103419 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54185 members 
Mstep: Class 7 contains 15756 members 
Mstep: Class 8 contains 4017 members 
Mstep: Class 9 contains 82898 members 
Mstep: Class 10 contains 16181 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25747 members 
Mstep: Class 13 contains 18081 members 
Mstep: Class 14 contains 281807 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8848 members 
Mstep: Class 17 contains 6324 members 
Mstep: Class 18 contains 13719 members 
Mstep: Class 19 contains 274398 members 
Mstep: Class 20 contains 171353 members 
Mstep: Class 21 contains 24979 members 
Mstep: Class 22 contains 36550 members 
Mstep: Class 23 contains 14046 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81260 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614624.000000 Penalty: 94130.875000
Iteration 141Q: 28 clusters Score -1.546146e+08 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2070 members 
Mstep: Class 4 contains 103339 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54176 members 
Mstep: Class 7 contains 15754 members 
Mstep: Class 8 contains 4017 members 
Mstep: Class 9 contains 82863 members 
Mstep: Class 10 contains 16180 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25743 members 
Mstep: Class 13 contains 18066 members 
Mstep: Class 14 contains 282042 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8849 members 
Mstep: Class 17 contains 6326 members 
Mstep: Class 18 contains 13708 members 
Mstep: Class 19 contains 274322 members 
Mstep: Class 20 contains 171326 members 
Mstep: Class 21 contains 24983 members 
Mstep: Class 22 contains 36538 members 
Mstep: Class 23 contains 14052 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81280 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614688.000000 Penalty: 94130.875000
Iteration 142Q: 28 clusters Score -1.546147e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2070 members 
Mstep: Class 4 contains 103289 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54160 members 
Mstep: Class 7 contains 15755 members 
Mstep: Class 8 contains 4018 members 
Mstep: Class 9 contains 82837 members 
Mstep: Class 10 contains 16171 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25741 members 
Mstep: Class 13 contains 18053 members 
Mstep: Class 14 contains 282329 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8849 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 13698 members 
Mstep: Class 19 contains 274190 members 
Mstep: Class 20 contains 171277 members 
Mstep: Class 21 contains 24988 members 
Mstep: Class 22 contains 36529 members 
Mstep: Class 23 contains 14046 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81285 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615328.000000 Penalty: 94130.875000
Iteration 143Q: 28 clusters Score -1.546153e+08 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2070 members 
Mstep: Class 4 contains 103247 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54138 members 
Mstep: Class 7 contains 15758 members 
Mstep: Class 8 contains 4019 members 
Mstep: Class 9 contains 82818 members 
Mstep: Class 10 contains 16169 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25738 members 
Mstep: Class 13 contains 18049 members 
Mstep: Class 14 contains 282602 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8849 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 13683 members 
Mstep: Class 19 contains 274108 members 
Mstep: Class 20 contains 171216 members 
Mstep: Class 21 contains 24986 members 
Mstep: Class 22 contains 36529 members 
Mstep: Class 23 contains 14050 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81266 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615136.000000 Penalty: 94130.875000
Iteration 144Q: 28 clusters Score -1.546151e+08 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2071 members 
Mstep: Class 4 contains 103192 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54109 members 
Mstep: Class 7 contains 15753 members 
Mstep: Class 8 contains 4018 members 
Mstep: Class 9 contains 82810 members 
Mstep: Class 10 contains 16163 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25734 members 
Mstep: Class 13 contains 18046 members 
Mstep: Class 14 contains 282820 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8850 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 13676 members 
Mstep: Class 19 contains 274035 members 
Mstep: Class 20 contains 171164 members 
Mstep: Class 21 contains 24985 members 
Mstep: Class 22 contains 36525 members 
Mstep: Class 23 contains 14060 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81274 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615136.000000 Penalty: 94130.875000
Iteration 145Q: 28 clusters Score -1.546151e+08 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2071 members 
Mstep: Class 4 contains 103128 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54094 members 
Mstep: Class 7 contains 15746 members 
Mstep: Class 8 contains 4015 members 
Mstep: Class 9 contains 82804 members 
Mstep: Class 10 contains 16160 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25730 members 
Mstep: Class 13 contains 18045 members 
Mstep: Class 14 contains 283051 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8850 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 13658 members 
Mstep: Class 19 contains 273910 members 
Mstep: Class 20 contains 171137 members 
Mstep: Class 21 contains 24987 members 
Mstep: Class 22 contains 36520 members 
Mstep: Class 23 contains 14068 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81287 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615072.000000 Penalty: 94130.875000
Iteration 146Q: 28 clusters Score -1.546151e+08 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2070 members 
Mstep: Class 4 contains 103086 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54075 members 
Mstep: Class 7 contains 15740 members 
Mstep: Class 8 contains 4015 members 
Mstep: Class 9 contains 82786 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25730 members 
Mstep: Class 13 contains 18037 members 
Mstep: Class 14 contains 283226 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8851 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 13648 members 
Mstep: Class 19 contains 273811 members 
Mstep: Class 20 contains 171124 members 
Mstep: Class 21 contains 24990 members 
Mstep: Class 22 contains 36520 members 
Mstep: Class 23 contains 14065 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81306 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615200.000000 Penalty: 94130.875000
Iteration 147Q: 28 clusters Score -1.546152e+08 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2070 members 
Mstep: Class 4 contains 103051 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54056 members 
Mstep: Class 7 contains 15743 members 
Mstep: Class 8 contains 4015 members 
Mstep: Class 9 contains 82762 members 
Mstep: Class 10 contains 16156 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25731 members 
Mstep: Class 13 contains 18027 members 
Mstep: Class 14 contains 283335 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8851 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 13643 members 
Mstep: Class 19 contains 273822 members 
Mstep: Class 20 contains 171076 members 
Mstep: Class 21 contains 24994 members 
Mstep: Class 22 contains 36517 members 
Mstep: Class 23 contains 14064 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81303 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615328.000000 Penalty: 94130.875000
Iteration 148Q: 28 clusters Score -1.546153e+08 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2069 members 
Mstep: Class 4 contains 102990 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54039 members 
Mstep: Class 7 contains 15732 members 
Mstep: Class 8 contains 4015 members 
Mstep: Class 9 contains 82733 members 
Mstep: Class 10 contains 16160 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25730 members 
Mstep: Class 13 contains 18022 members 
Mstep: Class 14 contains 283490 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8851 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 13639 members 
Mstep: Class 19 contains 273843 members 
Mstep: Class 20 contains 171037 members 
Mstep: Class 21 contains 24993 members 
Mstep: Class 22 contains 36516 members 
Mstep: Class 23 contains 14069 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81291 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615408.000000 Penalty: 94130.875000
Iteration 149Q: 28 clusters Score -1.546154e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2067 members 
Mstep: Class 4 contains 102923 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54024 members 
Mstep: Class 7 contains 15729 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 82703 members 
Mstep: Class 10 contains 16165 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25726 members 
Mstep: Class 13 contains 18022 members 
Mstep: Class 14 contains 283617 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8852 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 13620 members 
Mstep: Class 19 contains 273868 members 
Mstep: Class 20 contains 171012 members 
Mstep: Class 21 contains 24994 members 
Mstep: Class 22 contains 36519 members 
Mstep: Class 23 contains 14068 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81286 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615376.000000 Penalty: 94130.875000
Iteration 150Q: 28 clusters Score -1.546154e+08 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2067 members 
Mstep: Class 4 contains 102872 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54018 members 
Mstep: Class 7 contains 15723 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 82675 members 
Mstep: Class 10 contains 16170 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25724 members 
Mstep: Class 13 contains 18019 members 
Mstep: Class 14 contains 283764 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8852 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 13612 members 
Mstep: Class 19 contains 273936 members 
Mstep: Class 20 contains 170898 members 
Mstep: Class 21 contains 24998 members 
Mstep: Class 22 contains 36519 members 
Mstep: Class 23 contains 14069 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81276 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615456.000000 Penalty: 94130.875000
Iteration 151Q: 28 clusters Score -1.546155e+08 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2067 members 
Mstep: Class 4 contains 102829 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 54011 members 
Mstep: Class 7 contains 15722 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 82643 members 
Mstep: Class 10 contains 16173 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25720 members 
Mstep: Class 13 contains 18013 members 
Mstep: Class 14 contains 283900 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8852 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 13592 members 
Mstep: Class 19 contains 274010 members 
Mstep: Class 20 contains 170791 members 
Mstep: Class 21 contains 24998 members 
Mstep: Class 22 contains 36517 members 
Mstep: Class 23 contains 14069 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81277 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615568.000000 Penalty: 94130.875000
Iteration 152Q: 28 clusters Score -1.546156e+08 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2068 members 
Mstep: Class 4 contains 102807 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53998 members 
Mstep: Class 7 contains 15718 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 9 contains 82612 members 
Mstep: Class 10 contains 16177 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25716 members 
Mstep: Class 13 contains 18010 members 
Mstep: Class 14 contains 284055 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8854 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 13568 members 
Mstep: Class 19 contains 274093 members 
Mstep: Class 20 contains 170664 members 
Mstep: Class 21 contains 24996 members 
Mstep: Class 22 contains 36518 members 
Mstep: Class 23 contains 14066 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 81268 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615344.000000 Penalty: 94130.875000
Iteration 153Q: 28 clusters Score -1.546153e+08 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2069 members 
Mstep: Class 4 contains 102798 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53980 members 
Mstep: Class 7 contains 15710 members 
Mstep: Class 8 contains 4015 members 
Mstep: Class 9 contains 82590 members 
Mstep: Class 10 contains 16173 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25718 members 
Mstep: Class 13 contains 18014 members 
Mstep: Class 14 contains 284218 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8854 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 13552 members 
Mstep: Class 19 contains 274141 members 
Mstep: Class 20 contains 170536 members 
Mstep: Class 21 contains 24997 members 
Mstep: Class 22 contains 36523 members 
Mstep: Class 23 contains 14063 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 81252 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615168.000000 Penalty: 94130.875000
Iteration 154Q: 28 clusters Score -1.546152e+08 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2069 members 
Mstep: Class 4 contains 102772 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53969 members 
Mstep: Class 7 contains 15698 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 82579 members 
Mstep: Class 10 contains 16173 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25718 members 
Mstep: Class 13 contains 18016 members 
Mstep: Class 14 contains 284395 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8855 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 13531 members 
Mstep: Class 19 contains 274164 members 
Mstep: Class 20 contains 170429 members 
Mstep: Class 21 contains 24995 members 
Mstep: Class 22 contains 36514 members 
Mstep: Class 23 contains 14071 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 81243 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614960.000000 Penalty: 94130.875000
Iteration 155Q: 28 clusters Score -1.54615e+08 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2069 members 
Mstep: Class 4 contains 102737 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53928 members 
Mstep: Class 7 contains 15690 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 82557 members 
Mstep: Class 10 contains 16165 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25719 members 
Mstep: Class 13 contains 18014 members 
Mstep: Class 14 contains 284600 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8855 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 13507 members 
Mstep: Class 19 contains 274224 members 
Mstep: Class 20 contains 170297 members 
Mstep: Class 21 contains 24994 members 
Mstep: Class 22 contains 36514 members 
Mstep: Class 23 contains 14075 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 81245 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614992.000000 Penalty: 94130.875000
Iteration 156Q: 28 clusters Score -1.54615e+08 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2069 members 
Mstep: Class 4 contains 102714 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53897 members 
Mstep: Class 7 contains 15689 members 
Mstep: Class 8 contains 4017 members 
Mstep: Class 9 contains 82519 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25719 members 
Mstep: Class 13 contains 18009 members 
Mstep: Class 14 contains 284818 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8855 members 
Mstep: Class 17 contains 6334 members 
Mstep: Class 18 contains 13483 members 
Mstep: Class 19 contains 274245 members 
Mstep: Class 20 contains 170162 members 
Mstep: Class 21 contains 24993 members 
Mstep: Class 22 contains 36512 members 
Mstep: Class 23 contains 14079 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 81254 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614912.000000 Penalty: 94130.875000
Iteration 157Q: 28 clusters Score -1.546149e+08 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2069 members 
Mstep: Class 4 contains 102685 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53860 members 
Mstep: Class 7 contains 15689 members 
Mstep: Class 8 contains 4019 members 
Mstep: Class 9 contains 82473 members 
Mstep: Class 10 contains 16157 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25718 members 
Mstep: Class 13 contains 18010 members 
Mstep: Class 14 contains 285032 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8854 members 
Mstep: Class 17 contains 6334 members 
Mstep: Class 18 contains 13457 members 
Mstep: Class 19 contains 274262 members 
Mstep: Class 20 contains 170044 members 
Mstep: Class 21 contains 24992 members 
Mstep: Class 22 contains 36511 members 
Mstep: Class 23 contains 14081 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 81256 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614352.000000 Penalty: 94130.875000
Iteration 158Q: 28 clusters Score -1.546144e+08 nChanged 1909
Entering ConstructFrom: 
Score: -154614352.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (26321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Entering Unmasked Estep 
Score: -3292645.000000 Penalty: 2524.174316
	Iteration 0F: 2 clusters Score -3292645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -3274359.250000 Penalty: 5048.348633
	Iteration 0F: 3 clusters Score -3274359 nChanged 11853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -3280742.750000 Penalty: 5048.348633
	Iteration 1F: 3 clusters Score -3280743 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3281276.000000 Penalty: 5048.348633
	Iteration 2F: 3 clusters Score -3281276 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -3281846.500000 Penalty: 5048.348633
	Iteration 3F: 3 clusters Score -3281846 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -3282539.250000 Penalty: 5048.348633
	Iteration 4F: 3 clusters Score -3282539 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -3283414.000000 Penalty: 5048.348633
	Iteration 5F: 3 clusters Score -3283414 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -3284576.500000 Penalty: 5048.348633
	Iteration 6F: 3 clusters Score -3284576 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -3285899.000000 Penalty: 5048.348633
	Iteration 7F: 3 clusters Score -3285899 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -3286999.500000 Penalty: 5048.348633
	Iteration 8F: 3 clusters Score -3287000 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -3287762.250000 Penalty: 5048.348633
	Iteration 9Q: 3 clusters Score -3287762 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -3288276.250000 Penalty: 5048.348633
	Iteration 10Q: 3 clusters Score -3288276 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -3288656.000000 Penalty: 5048.348633
	Iteration 11Q: 3 clusters Score -3288656 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -3288933.000000 Penalty: 5048.348633
	Iteration 12Q: 3 clusters Score -3288933 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -3289142.500000 Penalty: 5048.348633
	Iteration 13Q: 3 clusters Score -3289142 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -3289305.250000 Penalty: 5048.348633
	Iteration 14Q: 3 clusters Score -3289305 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -3289442.500000 Penalty: 5048.348633
	Iteration 15Q: 3 clusters Score -3289442 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -3289561.500000 Penalty: 5048.348633
	Iteration 16Q: 3 clusters Score -3289562 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -3289644.500000 Penalty: 5048.348633
	Iteration 17Q: 3 clusters Score -3289644 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -3289706.000000 Penalty: 5048.348633
	Iteration 18Q: 3 clusters Score -3289706 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -3289758.250000 Penalty: 5048.348633
	Iteration 19Q: 3 clusters Score -3289758 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -3289802.500000 Penalty: 5048.348633
	Iteration 20F: 3 clusters Score -3289802 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3289856.250000 Penalty: 5048.348633
	Iteration 21Q: 3 clusters Score -3289856 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3289904.000000 Penalty: 5048.348633
	Iteration 22Q: 3 clusters Score -3289904 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -3289954.250000 Penalty: 5048.348633
	Iteration 23Q: 3 clusters Score -3289954 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3289996.750000 Penalty: 5048.348633
	Iteration 24Q: 3 clusters Score -3289997 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -3290046.500000 Penalty: 5048.348633
	Iteration 25Q: 3 clusters Score -3290046 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -3290074.000000 Penalty: 5048.348633
	Iteration 26Q: 3 clusters Score -3290074 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3290110.500000 Penalty: 5048.348633
	Iteration 27Q: 3 clusters Score -3290110 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3290130.000000 Penalty: 5048.348633
	Iteration 28Q: 3 clusters Score -3290130 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3290166.250000 Penalty: 5048.348633
	Iteration 29Q: 3 clusters Score -3290166 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3290192.500000 Penalty: 5048.348633
	Iteration 30Q: 3 clusters Score -3290192 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -3290208.000000 Penalty: 5048.348633
	Iteration 31Q: 3 clusters Score -3290208 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3290235.250000 Penalty: 5048.348633
	Iteration 32Q: 3 clusters Score -3290235 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3290255.250000 Penalty: 5048.348633
	Iteration 33Q: 3 clusters Score -3290255 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3290276.250000 Penalty: 5048.348633
	Iteration 34Q: 3 clusters Score -3290276 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3290293.750000 Penalty: 5048.348633
	Iteration 35Q: 3 clusters Score -3290294 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3290297.500000 Penalty: 5048.348633
	Iteration 36Q: 3 clusters Score -3290298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3290315.250000 Penalty: 5048.348633
	Iteration 37Q: 3 clusters Score -3290315 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3290325.000000 Penalty: 5048.348633
	Iteration 38Q: 3 clusters Score -3290325 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3290351.750000 Penalty: 5048.348633
	Iteration 39Q: 3 clusters Score -3290352 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3290363.750000 Penalty: 5048.348633
	Iteration 40F: 3 clusters Score -3290364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3290372.000000 Penalty: 5048.348633
	Iteration 41Q: 3 clusters Score -3290372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3290387.500000 Penalty: 5048.348633
	Iteration 42Q: 3 clusters Score -3290388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3290402.750000 Penalty: 5048.348633
	Iteration 43Q: 3 clusters Score -3290403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3290406.250000 Penalty: 5048.348633
	Iteration 44Q: 3 clusters Score -3290406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3290405.750000 Penalty: 5048.348633
	Iteration 45Q: 3 clusters Score -3290406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3290408.000000 Penalty: 5048.348633
	Iteration 46Q: 3 clusters Score -3290408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3290410.750000 Penalty: 5048.348633
	Iteration 47Q: 3 clusters Score -3290411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3290416.750000 Penalty: 5048.348633
	Iteration 48Q: 3 clusters Score -3290417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3290416.000000 Penalty: 5048.348633
	Iteration 49Q: 3 clusters Score -3290416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3290417.500000 Penalty: 5048.348633
	Iteration 50Q: 3 clusters Score -3290418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3290418.250000 Penalty: 5048.348633
	Iteration 51Q: 3 clusters Score -3290418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3290422.500000 Penalty: 5048.348633
	Iteration 52Q: 3 clusters Score -3290422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3290421.500000 Penalty: 5048.348633
	Iteration 53Q: 3 clusters Score -3290422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3290426.000000 Penalty: 5048.348633
	Iteration 54Q: 3 clusters Score -3290426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3290432.750000 Penalty: 5048.348633
	Iteration 55Q: 3 clusters Score -3290433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3290437.250000 Penalty: 5048.348633
	Iteration 56Q: 3 clusters Score -3290437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3290445.250000 Penalty: 5048.348633
	Iteration 57Q: 3 clusters Score -3290445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3290451.500000 Penalty: 5048.348633
	Iteration 58Q: 3 clusters Score -3290452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3290460.750000 Penalty: 5048.348633
	Iteration 59Q: 3 clusters Score -3290461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3290458.000000 Penalty: 5048.348633
	Iteration 60F: 3 clusters Score -3290458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3290465.500000 Penalty: 5048.348633
	Iteration 61Q: 3 clusters Score -3290466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3290465.500000 Penalty: 5048.348633
	Iteration 62Q: 3 clusters Score -3290466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3290469.250000 Penalty: 5048.348633
	Iteration 63Q: 3 clusters Score -3290469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3290474.250000 Penalty: 5048.348633
	Iteration 64Q: 3 clusters Score -3290474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3290476.500000 Penalty: 5048.348633
	Iteration 65Q: 3 clusters Score -3290476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3290482.250000 Penalty: 5048.348633
	Iteration 66Q: 3 clusters Score -3290482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3290479.500000 Penalty: 5048.348633
	Iteration 67Q: 3 clusters Score -3290480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3290482.000000 Penalty: 5048.348633
	Iteration 68Q: 3 clusters Score -3290482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3290481.250000 Penalty: 5048.348633
	Iteration 69Q: 3 clusters Score -3290481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3290485.000000 Penalty: 5048.348633
	Iteration 70Q: 3 clusters Score -3290485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3290481.000000 Penalty: 5048.348633
	Iteration 71Q: 3 clusters Score -3290481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3290479.000000 Penalty: 5048.348633
	Iteration 72Q: 3 clusters Score -3290479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3290479.000000 Penalty: 5048.348633
	Iteration 73Q: 3 clusters Score -3290479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3290480.500000 Penalty: 5048.348633
	Iteration 74Q: 3 clusters Score -3290480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3290485.500000 Penalty: 5048.348633
	Iteration 75Q: 3 clusters Score -3290486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3290482.500000 Penalty: 5048.348633
	Iteration 76Q: 3 clusters Score -3290482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3290480.750000 Penalty: 5048.348633
	Iteration 77Q: 3 clusters Score -3290481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3290489.000000 Penalty: 5048.348633
	Iteration 78Q: 3 clusters Score -3290489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3290491.750000 Penalty: 5048.348633
	Iteration 79Q: 3 clusters Score -3290492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3290486.750000 Penalty: 5048.348633
	Iteration 80F: 3 clusters Score -3290487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3290488.000000 Penalty: 5048.348633
	Iteration 81Q: 3 clusters Score -3290488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3290493.250000 Penalty: 5048.348633
	Iteration 82Q: 3 clusters Score -3290493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3290496.250000 Penalty: 5048.348633
	Iteration 83Q: 3 clusters Score -3290496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3290495.250000 Penalty: 5048.348633
	Iteration 84Q: 3 clusters Score -3290495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3290499.000000 Penalty: 5048.348633
	Iteration 85Q: 3 clusters Score -3290499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3290500.750000 Penalty: 5048.348633
	Iteration 86Q: 3 clusters Score -3290501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3290500.750000 Penalty: 5048.348633
	Iteration 87Q: 3 clusters Score -3290501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3290504.250000 Penalty: 5048.348633
	Iteration 88Q: 3 clusters Score -3290504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3290507.500000 Penalty: 5048.348633
	Iteration 89Q: 3 clusters Score -3290508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3290514.750000 Penalty: 5048.348633
	Iteration 90Q: 3 clusters Score -3290515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3290513.500000 Penalty: 5048.348633
	Iteration 91Q: 3 clusters Score -3290514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3290515.750000 Penalty: 5048.348633
	Iteration 92Q: 3 clusters Score -3290516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3290519.000000 Penalty: 5048.348633
	Iteration 93Q: 3 clusters Score -3290519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3290523.750000 Penalty: 5048.348633
	Iteration 94Q: 3 clusters Score -3290524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3290524.750000 Penalty: 5048.348633
	Iteration 95Q: 3 clusters Score -3290525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3290522.500000 Penalty: 5048.348633
	Iteration 96Q: 3 clusters Score -3290522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3290526.750000 Penalty: 5048.348633
	Iteration 97Q: 3 clusters Score -3290527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3290528.000000 Penalty: 5048.348633
	Iteration 98Q: 3 clusters Score -3290528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3290530.000000 Penalty: 5048.348633
	Iteration 99Q: 3 clusters Score -3290530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3290528.750000 Penalty: 5048.348633
	Iteration 100F: 3 clusters Score -3290529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3290537.000000 Penalty: 5048.348633
	Iteration 101Q: 3 clusters Score -3290537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3290535.750000 Penalty: 5048.348633
	Iteration 102Q: 3 clusters Score -3290536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3290535.750000 Penalty: 5048.348633
	Iteration 103Q: 3 clusters Score -3290536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3290540.250000 Penalty: 5048.348633
	Iteration 104Q: 3 clusters Score -3290540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3290543.750000 Penalty: 5048.348633
	Iteration 105Q: 3 clusters Score -3290544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3290555.250000 Penalty: 5048.348633
	Iteration 106Q: 3 clusters Score -3290555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3290557.250000 Penalty: 5048.348633
	Iteration 107Q: 3 clusters Score -3290557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3290556.000000 Penalty: 5048.348633
	Iteration 108Q: 3 clusters Score -3290556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3290556.250000 Penalty: 5048.348633
	Iteration 109Q: 3 clusters Score -3290556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3290558.250000 Penalty: 5048.348633
	Iteration 110Q: 3 clusters Score -3290558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3290566.750000 Penalty: 5048.348633
	Iteration 111Q: 3 clusters Score -3290567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3290566.000000 Penalty: 5048.348633
	Iteration 112Q: 3 clusters Score -3290566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3290574.500000 Penalty: 5048.348633
	Iteration 113Q: 3 clusters Score -3290574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3290582.750000 Penalty: 5048.348633
	Iteration 114Q: 3 clusters Score -3290583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3290582.000000 Penalty: 5048.348633
	Iteration 115Q: 3 clusters Score -3290582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3290580.500000 Penalty: 5048.348633
	Iteration 116Q: 3 clusters Score -3290580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3290578.000000 Penalty: 5048.348633
	Iteration 117Q: 3 clusters Score -3290578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3290578.750000 Penalty: 5048.348633
	Iteration 118Q: 3 clusters Score -3290579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3290581.750000 Penalty: 5048.348633
	Iteration 119Q: 3 clusters Score -3290582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3290581.750000 Penalty: 5048.348633
	Iteration 120F: 3 clusters Score -3290582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -51512.027344 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -51512.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50014.031250 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -50014.03 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50270.769531 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -50270.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50346.285156 Penalty: 3063.229980
	Iteration 2Q: 3 clusters Score -50346.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50409.937500 Penalty: 3063.229980
	Iteration 3Q: 3 clusters Score -50409.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50438.621094 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -50438.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50460.753906 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -50460.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50485.675781 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -50485.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50555.914062 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -50555.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50648.164062 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -50648.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50716.417969 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -50716.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50805.417969 Penalty: 3063.229980
	Iteration 10Q: 3 clusters Score -50805.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -50885.468750 Penalty: 3063.229980
	Iteration 11Q: 3 clusters Score -50885.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -50984.246094 Penalty: 3063.229980
	Iteration 12Q: 3 clusters Score -50984.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -51085.109375 Penalty: 3063.229980
	Iteration 13Q: 3 clusters Score -51085.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -51159.460938 Penalty: 3063.229980
	Iteration 14Q: 3 clusters Score -51159.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -51194.191406 Penalty: 3063.229980
	Iteration 15Q: 3 clusters Score -51194.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -51201.753906 Penalty: 3063.229980
	Iteration 16Q: 3 clusters Score -51201.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -51206.562500 Penalty: 3063.229980
	Iteration 17Q: 3 clusters Score -51206.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -51206.562500 Penalty: 3063.229980
	Iteration 18F: 3 clusters Score -51206.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Entering Unmasked Estep 
Score: -234028.562500 Penalty: 1893.195679
	Iteration 0F: 2 clusters Score -234028.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -231425.593750 Penalty: 3786.391357
	Iteration 0F: 3 clusters Score -231425.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -231941.156250 Penalty: 3786.391357
	Iteration 1F: 3 clusters Score -231941.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -232119.890625 Penalty: 3786.391357
	Iteration 2F: 3 clusters Score -232119.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -232206.343750 Penalty: 3786.391357
	Iteration 3Q: 3 clusters Score -232206.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -232269.843750 Penalty: 3786.391357
	Iteration 4Q: 3 clusters Score -232269.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -232336.140625 Penalty: 3786.391357
	Iteration 5Q: 3 clusters Score -232336.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -232412.437500 Penalty: 3786.391357
	Iteration 6Q: 3 clusters Score -232412.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -232475.796875 Penalty: 3786.391357
	Iteration 7Q: 3 clusters Score -232475.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -232506.359375 Penalty: 3786.391357
	Iteration 8Q: 3 clusters Score -232506.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -232536.968750 Penalty: 3786.391357
	Iteration 9Q: 3 clusters Score -232537 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -232568.265625 Penalty: 3786.391357
	Iteration 10Q: 3 clusters Score -232568.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -232589.109375 Penalty: 3786.391357
	Iteration 11Q: 3 clusters Score -232589.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -232607.781250 Penalty: 3786.391357
	Iteration 12Q: 3 clusters Score -232607.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -232615.375000 Penalty: 3786.391357
	Iteration 13Q: 3 clusters Score -232615.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -232624.468750 Penalty: 3786.391357
	Iteration 14Q: 3 clusters Score -232624.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -232632.625000 Penalty: 3786.391357
	Iteration 15Q: 3 clusters Score -232632.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -232643.156250 Penalty: 3786.391357
	Iteration 16Q: 3 clusters Score -232643.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -232652.359375 Penalty: 3786.391357
	Iteration 17Q: 3 clusters Score -232652.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -232663.218750 Penalty: 3786.391357
	Iteration 18Q: 3 clusters Score -232663.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -232669.500000 Penalty: 3786.391357
	Iteration 19Q: 3 clusters Score -232669.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -232678.437500 Penalty: 3786.391357
	Iteration 20F: 3 clusters Score -232678.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -232691.828125 Penalty: 3786.391357
	Iteration 21Q: 3 clusters Score -232691.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -232709.171875 Penalty: 3786.391357
	Iteration 22Q: 3 clusters Score -232709.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -232719.328125 Penalty: 3786.391357
	Iteration 23Q: 3 clusters Score -232719.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -232727.390625 Penalty: 3786.391357
	Iteration 24Q: 3 clusters Score -232727.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -232734.187500 Penalty: 3786.391357
	Iteration 25Q: 3 clusters Score -232734.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -232739.421875 Penalty: 3786.391357
	Iteration 26Q: 3 clusters Score -232739.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -232743.625000 Penalty: 3786.391357
	Iteration 27Q: 3 clusters Score -232743.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -232745.171875 Penalty: 3786.391357
	Iteration 28Q: 3 clusters Score -232745.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -232745.953125 Penalty: 3786.391357
	Iteration 29Q: 3 clusters Score -232746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -232747.859375 Penalty: 3786.391357
	Iteration 30Q: 3 clusters Score -232747.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -232749.406250 Penalty: 3786.391357
	Iteration 31Q: 3 clusters Score -232749.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -232751.203125 Penalty: 3786.391357
	Iteration 32Q: 3 clusters Score -232751.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -232753.453125 Penalty: 3786.391357
	Iteration 33Q: 3 clusters Score -232753.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -232756.843750 Penalty: 3786.391357
	Iteration 34Q: 3 clusters Score -232756.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -232762.531250 Penalty: 3786.391357
	Iteration 35Q: 3 clusters Score -232762.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -232766.921875 Penalty: 3786.391357
	Iteration 36Q: 3 clusters Score -232766.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -232772.531250 Penalty: 3786.391357
	Iteration 37Q: 3 clusters Score -232772.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -232782.890625 Penalty: 3786.391357
	Iteration 38Q: 3 clusters Score -232782.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -232789.500000 Penalty: 3786.391357
	Iteration 39Q: 3 clusters Score -232789.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -232797.390625 Penalty: 3786.391357
	Iteration 40F: 3 clusters Score -232797.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -232811.796875 Penalty: 3786.391357
	Iteration 41Q: 3 clusters Score -232811.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -232822.406250 Penalty: 3786.391357
	Iteration 42Q: 3 clusters Score -232822.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -232831.875000 Penalty: 3786.391357
	Iteration 43Q: 3 clusters Score -232831.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -232845.187500 Penalty: 3786.391357
	Iteration 44Q: 3 clusters Score -232845.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -232858.281250 Penalty: 3786.391357
	Iteration 45Q: 3 clusters Score -232858.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -232874.484375 Penalty: 3786.391357
	Iteration 46Q: 3 clusters Score -232874.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -232894.890625 Penalty: 3786.391357
	Iteration 47Q: 3 clusters Score -232894.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -232915.484375 Penalty: 3786.391357
	Iteration 48Q: 3 clusters Score -232915.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -232933.703125 Penalty: 3786.391357
	Iteration 49Q: 3 clusters Score -232933.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -232944.359375 Penalty: 3786.391357
	Iteration 50Q: 3 clusters Score -232944.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -232953.062500 Penalty: 3786.391357
	Iteration 51Q: 3 clusters Score -232953.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -232967.390625 Penalty: 3786.391357
	Iteration 52Q: 3 clusters Score -232967.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -232976.156250 Penalty: 3786.391357
	Iteration 53Q: 3 clusters Score -232976.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -232980.953125 Penalty: 3786.391357
	Iteration 54Q: 3 clusters Score -232981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -232985.359375 Penalty: 3786.391357
	Iteration 55Q: 3 clusters Score -232985.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -232990.656250 Penalty: 3786.391357
	Iteration 56Q: 3 clusters Score -232990.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -232995.046875 Penalty: 3786.391357
	Iteration 57Q: 3 clusters Score -232995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -233000.593750 Penalty: 3786.391357
	Iteration 58Q: 3 clusters Score -233000.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -233004.640625 Penalty: 3786.391357
	Iteration 59Q: 3 clusters Score -233004.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -233005.390625 Penalty: 3786.391357
	Iteration 60F: 3 clusters Score -233005.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (102644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102644 members 
Entering Unmasked Estep 
Score: -12903596.000000 Penalty: 2861.677490
	Iteration 0F: 2 clusters Score -1.29036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 51242 members 
Entering Unmasked Estep 
Score: -12834807.000000 Penalty: 5723.354980
	Iteration 0F: 3 clusters Score -1.283481e+07 nChanged 48568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 51204 members 
Entering Unmasked Estep 
Score: -12863012.000000 Penalty: 5723.354980
	Iteration 1F: 3 clusters Score -1.286301e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
Score: -12863884.000000 Penalty: 5723.354980
	Iteration 2Q: 3 clusters Score -1.286388e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -12865037.000000 Penalty: 5723.354980
	Iteration 3Q: 3 clusters Score -1.286504e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 52256 members 
Entering Unmasked Estep 
Score: -12866513.000000 Penalty: 5723.354980
	Iteration 4Q: 3 clusters Score -1.286651e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49486 members 
Mstep: Class 2 contains 53158 members 
Entering Unmasked Estep 
Score: -12868355.000000 Penalty: 5723.354980
	Iteration 5Q: 3 clusters Score -1.286836e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -12870632.000000 Penalty: 5723.354980
	Iteration 6Q: 3 clusters Score -1.287063e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 56526 members 
Entering Unmasked Estep 
Score: -12872855.000000 Penalty: 5723.354980
	Iteration 7F: 3 clusters Score -1.287286e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -12875192.000000 Penalty: 5723.354980
	Iteration 8F: 3 clusters Score -1.287519e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 62590 members 
Entering Unmasked Estep 
Score: -12877866.000000 Penalty: 5723.354980
	Iteration 9F: 3 clusters Score -1.287787e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 66679 members 
Entering Unmasked Estep 
Score: -12881007.000000 Penalty: 5723.354980
	Iteration 10F: 3 clusters Score -1.288101e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 71064 members 
Entering Unmasked Estep 
Score: -12884499.000000 Penalty: 5723.354980
	Iteration 11Q: 3 clusters Score -1.28845e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 75464 members 
Entering Unmasked Estep 
Score: -12888238.000000 Penalty: 5723.354980
	Iteration 12Q: 3 clusters Score -1.288824e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 79475 members 
Entering Unmasked Estep 
Score: -12891771.000000 Penalty: 5723.354980
	Iteration 13Q: 3 clusters Score -1.289177e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 82817 members 
Entering Unmasked Estep 
Score: -12894208.000000 Penalty: 5723.354980
	Iteration 14Q: 3 clusters Score -1.289421e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 85559 members 
Entering Unmasked Estep 
Score: -12895964.000000 Penalty: 5723.354980
	Iteration 15Q: 3 clusters Score -1.289596e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 87867 members 
Entering Unmasked Estep 
Score: -12897196.000000 Penalty: 5723.354980
	Iteration 16Q: 3 clusters Score -1.28972e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 89763 members 
Entering Unmasked Estep 
Score: -12898259.000000 Penalty: 5723.354980
	Iteration 17Q: 3 clusters Score -1.289826e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 91379 members 
Entering Unmasked Estep 
Score: -12899059.000000 Penalty: 5723.354980
	Iteration 18Q: 3 clusters Score -1.289906e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 92745 members 
Entering Unmasked Estep 
Score: -12899658.000000 Penalty: 5723.354980
	Iteration 19Q: 3 clusters Score -1.289966e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 93859 members 
Entering Unmasked Estep 
Score: -12900091.000000 Penalty: 5723.354980
	Iteration 20F: 3 clusters Score -1.290009e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 94747 members 
Entering Unmasked Estep 
Score: -12900487.000000 Penalty: 5723.354980
	Iteration 21Q: 3 clusters Score -1.290049e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 95504 members 
Entering Unmasked Estep 
Score: -12900775.000000 Penalty: 5723.354980
	Iteration 22Q: 3 clusters Score -1.290078e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 96116 members 
Entering Unmasked Estep 
Score: -12900915.000000 Penalty: 5723.354980
	Iteration 23Q: 3 clusters Score -1.290092e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 96629 members 
Entering Unmasked Estep 
Score: -12901070.000000 Penalty: 5723.354980
	Iteration 24Q: 3 clusters Score -1.290107e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 97051 members 
Entering Unmasked Estep 
Score: -12901193.000000 Penalty: 5723.354980
	Iteration 25Q: 3 clusters Score -1.290119e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 97381 members 
Entering Unmasked Estep 
Score: -12901249.000000 Penalty: 5723.354980
	Iteration 26Q: 3 clusters Score -1.290125e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 97632 members 
Entering Unmasked Estep 
Score: -12901311.000000 Penalty: 5723.354980
	Iteration 27Q: 3 clusters Score -1.290131e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 97864 members 
Entering Unmasked Estep 
Score: -12901376.000000 Penalty: 5723.354980
	Iteration 28Q: 3 clusters Score -1.290138e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 98081 members 
Entering Unmasked Estep 
Score: -12901426.000000 Penalty: 5723.354980
	Iteration 29Q: 3 clusters Score -1.290143e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 98279 members 
Entering Unmasked Estep 
Score: -12901462.000000 Penalty: 5723.354980
	Iteration 30Q: 3 clusters Score -1.290146e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 98446 members 
Entering Unmasked Estep 
Score: -12901522.000000 Penalty: 5723.354980
	Iteration 31Q: 3 clusters Score -1.290152e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 98592 members 
Entering Unmasked Estep 
Score: -12901512.000000 Penalty: 5723.354980
	Iteration 32Q: 3 clusters Score -1.290151e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 98720 members 
Entering Unmasked Estep 
Score: -12901546.000000 Penalty: 5723.354980
	Iteration 33Q: 3 clusters Score -1.290155e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 98843 members 
Entering Unmasked Estep 
Score: -12901597.000000 Penalty: 5723.354980
	Iteration 34Q: 3 clusters Score -1.29016e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 98948 members 
Entering Unmasked Estep 
Score: -12901617.000000 Penalty: 5723.354980
	Iteration 35Q: 3 clusters Score -1.290162e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 99040 members 
Entering Unmasked Estep 
Score: -12901633.000000 Penalty: 5723.354980
	Iteration 36Q: 3 clusters Score -1.290163e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 99119 members 
Entering Unmasked Estep 
Score: -12901640.000000 Penalty: 5723.354980
	Iteration 37Q: 3 clusters Score -1.290164e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 99185 members 
Entering Unmasked Estep 
Score: -12901687.000000 Penalty: 5723.354980
	Iteration 38Q: 3 clusters Score -1.290169e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 99247 members 
Entering Unmasked Estep 
Score: -12901684.000000 Penalty: 5723.354980
	Iteration 39Q: 3 clusters Score -1.290168e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 99301 members 
Entering Unmasked Estep 
Score: -12901671.000000 Penalty: 5723.354980
	Iteration 40F: 3 clusters Score -1.290167e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 99350 members 
Entering Unmasked Estep 
Score: -12901654.000000 Penalty: 5723.354980
	Iteration 41Q: 3 clusters Score -1.290165e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 99389 members 
Entering Unmasked Estep 
Score: -12901653.000000 Penalty: 5723.354980
	Iteration 42Q: 3 clusters Score -1.290165e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 99425 members 
Entering Unmasked Estep 
Score: -12901677.000000 Penalty: 5723.354980
	Iteration 43Q: 3 clusters Score -1.290168e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 99462 members 
Entering Unmasked Estep 
Score: -12901689.000000 Penalty: 5723.354980
	Iteration 44Q: 3 clusters Score -1.290169e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 99489 members 
Entering Unmasked Estep 
Score: -12901701.000000 Penalty: 5723.354980
	Iteration 45Q: 3 clusters Score -1.29017e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 99510 members 
Entering Unmasked Estep 
Score: -12901707.000000 Penalty: 5723.354980
	Iteration 46Q: 3 clusters Score -1.290171e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 99532 members 
Entering Unmasked Estep 
Score: -12901700.000000 Penalty: 5723.354980
	Iteration 47Q: 3 clusters Score -1.29017e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 99551 members 
Entering Unmasked Estep 
Score: -12901715.000000 Penalty: 5723.354980
	Iteration 48Q: 3 clusters Score -1.290172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 99568 members 
Entering Unmasked Estep 
Score: -12901725.000000 Penalty: 5723.354980
	Iteration 49Q: 3 clusters Score -1.290172e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 99594 members 
Entering Unmasked Estep 
Score: -12901720.000000 Penalty: 5723.354980
	Iteration 50Q: 3 clusters Score -1.290172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 99607 members 
Entering Unmasked Estep 
Score: -12901742.000000 Penalty: 5723.354980
	Iteration 51Q: 3 clusters Score -1.290174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 99619 members 
Entering Unmasked Estep 
Score: -12901745.000000 Penalty: 5723.354980
	Iteration 52Q: 3 clusters Score -1.290174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 99626 members 
Entering Unmasked Estep 
Score: -12901751.000000 Penalty: 5723.354980
	Iteration 53Q: 3 clusters Score -1.290175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 99634 members 
Entering Unmasked Estep 
Score: -12901760.000000 Penalty: 5723.354980
	Iteration 54Q: 3 clusters Score -1.290176e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 99649 members 
Entering Unmasked Estep 
Score: -12901762.000000 Penalty: 5723.354980
	Iteration 55Q: 3 clusters Score -1.290176e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 99668 members 
Entering Unmasked Estep 
Score: -12901767.000000 Penalty: 5723.354980
	Iteration 56Q: 3 clusters Score -1.290177e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 99681 members 
Entering Unmasked Estep 
Score: -12901779.000000 Penalty: 5723.354980
	Iteration 57Q: 3 clusters Score -1.290178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 99695 members 
Entering Unmasked Estep 
Score: -12901774.000000 Penalty: 5723.354980
	Iteration 58Q: 3 clusters Score -1.290177e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 99710 members 
Entering Unmasked Estep 
Score: -12901780.000000 Penalty: 5723.354980
	Iteration 59Q: 3 clusters Score -1.290178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 99728 members 
Entering Unmasked Estep 
Score: -12901771.000000 Penalty: 5723.354980
	Iteration 60F: 3 clusters Score -1.290177e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 99744 members 
Entering Unmasked Estep 
Score: -12901764.000000 Penalty: 5723.354980
	Iteration 61Q: 3 clusters Score -1.290176e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 99762 members 
Entering Unmasked Estep 
Score: -12901757.000000 Penalty: 5723.354980
	Iteration 62Q: 3 clusters Score -1.290176e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 99777 members 
Entering Unmasked Estep 
Score: -12901751.000000 Penalty: 5723.354980
	Iteration 63Q: 3 clusters Score -1.290175e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 99790 members 
Entering Unmasked Estep 
Score: -12901768.000000 Penalty: 5723.354980
	Iteration 64Q: 3 clusters Score -1.290177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 99801 members 
Entering Unmasked Estep 
Score: -12901764.000000 Penalty: 5723.354980
	Iteration 65Q: 3 clusters Score -1.290176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 99810 members 
Entering Unmasked Estep 
Score: -12901763.000000 Penalty: 5723.354980
	Iteration 66Q: 3 clusters Score -1.290176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 99816 members 
Entering Unmasked Estep 
Score: -12901772.000000 Penalty: 5723.354980
	Iteration 67Q: 3 clusters Score -1.290177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 99821 members 
Entering Unmasked Estep 
Score: -12901767.000000 Penalty: 5723.354980
	Iteration 68Q: 3 clusters Score -1.290177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 99825 members 
Entering Unmasked Estep 
Score: -12901775.000000 Penalty: 5723.354980
	Iteration 69Q: 3 clusters Score -1.290178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 99833 members 
Entering Unmasked Estep 
Score: -12901793.000000 Penalty: 5723.354980
	Iteration 70Q: 3 clusters Score -1.290179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 99840 members 
Entering Unmasked Estep 
Score: -12901773.000000 Penalty: 5723.354980
	Iteration 71Q: 3 clusters Score -1.290177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 99851 members 
Entering Unmasked Estep 
Score: -12901753.000000 Penalty: 5723.354980
	Iteration 72Q: 3 clusters Score -1.290175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 99862 members 
Entering Unmasked Estep 
Score: -12901736.000000 Penalty: 5723.354980
	Iteration 73Q: 3 clusters Score -1.290174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 99872 members 
Entering Unmasked Estep 
Score: -12901739.000000 Penalty: 5723.354980
	Iteration 74Q: 3 clusters Score -1.290174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 99881 members 
Entering Unmasked Estep 
Score: -12901752.000000 Penalty: 5723.354980
	Iteration 75Q: 3 clusters Score -1.290175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 99892 members 
Entering Unmasked Estep 
Score: -12901756.000000 Penalty: 5723.354980
	Iteration 76Q: 3 clusters Score -1.290176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 99900 members 
Entering Unmasked Estep 
Score: -12901746.000000 Penalty: 5723.354980
	Iteration 77Q: 3 clusters Score -1.290175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 99904 members 
Entering Unmasked Estep 
Score: -12901754.000000 Penalty: 5723.354980
	Iteration 78Q: 3 clusters Score -1.290175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 99907 members 
Entering Unmasked Estep 
Score: -12901752.000000 Penalty: 5723.354980
	Iteration 79Q: 3 clusters Score -1.290175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 99909 members 
Entering Unmasked Estep 
Score: -12901759.000000 Penalty: 5723.354980
	Iteration 80F: 3 clusters Score -1.290176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 99912 members 
Entering Unmasked Estep 
Score: -12901762.000000 Penalty: 5723.354980
	Iteration 81Q: 3 clusters Score -1.290176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 99917 members 
Entering Unmasked Estep 
Score: -12901755.000000 Penalty: 5723.354980
	Iteration 82Q: 3 clusters Score -1.290176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 99921 members 
Entering Unmasked Estep 
Score: -12901757.000000 Penalty: 5723.354980
	Iteration 83Q: 3 clusters Score -1.290176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 99921 members 
Entering Unmasked Estep 
Score: -12901755.000000 Penalty: 5723.354980
	Iteration 84Q: 3 clusters Score -1.290176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 99923 members 
Entering Unmasked Estep 
Score: -12901748.000000 Penalty: 5723.354980
	Iteration 85Q: 3 clusters Score -1.290175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 99923 members 
Entering Unmasked Estep 
Score: -12901748.000000 Penalty: 5723.354980
	Iteration 86F: 3 clusters Score -1.290175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -38617.226562 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -38617.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37322.738281 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -37322.74 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37514.781250 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -37514.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37614.890625 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -37614.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37683.917969 Penalty: 2951.518799
	Iteration 3F: 3 clusters Score -37683.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37755.261719 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -37755.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37803.937500 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -37803.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -37860.035156 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -37860.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37879.417969 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -37879.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -37906.710938 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -37906.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37939.742188 Penalty: 2951.518799
	Iteration 9Q: 3 clusters Score -37939.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37990.089844 Penalty: 2951.518799
	Iteration 10Q: 3 clusters Score -37990.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -38044.789062 Penalty: 2951.518799
	Iteration 11Q: 3 clusters Score -38044.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38163.792969 Penalty: 2951.518799
	Iteration 12Q: 3 clusters Score -38163.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38188.539062 Penalty: 2951.518799
	Iteration 13Q: 3 clusters Score -38188.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38262.238281 Penalty: 2951.518799
	Iteration 14Q: 3 clusters Score -38262.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -38288.683594 Penalty: 2951.518799
	Iteration 15Q: 3 clusters Score -38288.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38291.613281 Penalty: 2951.518799
	Iteration 16Q: 3 clusters Score -38291.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38301.464844 Penalty: 2951.518799
	Iteration 17F: 3 clusters Score -38301.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38345.816406 Penalty: 2951.518799
	Iteration 18Q: 3 clusters Score -38345.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38356.222656 Penalty: 2951.518799
	Iteration 19Q: 3 clusters Score -38356.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38372.281250 Penalty: 2951.518799
	Iteration 20F: 3 clusters Score -38372.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (53826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Entering Unmasked Estep 
Score: -6770658.000000 Penalty: 2701.590820
	Iteration 0F: 2 clusters Score -6770658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -6734460.500000 Penalty: 5403.181641
	Iteration 0F: 3 clusters Score -6734460 nChanged 24838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -6748194.500000 Penalty: 5403.181641
	Iteration 1F: 3 clusters Score -6748194 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -6748716.000000 Penalty: 5403.181641
	Iteration 2Q: 3 clusters Score -6748716 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -6749349.500000 Penalty: 5403.181641
	Iteration 3Q: 3 clusters Score -6749350 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -6749989.500000 Penalty: 5403.181641
	Iteration 4Q: 3 clusters Score -6749990 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -6750728.500000 Penalty: 5403.181641
	Iteration 5Q: 3 clusters Score -6750728 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -6751649.000000 Penalty: 5403.181641
	Iteration 6Q: 3 clusters Score -6751649 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -6752696.500000 Penalty: 5403.181641
	Iteration 7Q: 3 clusters Score -6752696 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -6753931.500000 Penalty: 5403.181641
	Iteration 8Q: 3 clusters Score -6753932 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -6755354.500000 Penalty: 5403.181641
	Iteration 9F: 3 clusters Score -6755354 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -6756901.000000 Penalty: 5403.181641
	Iteration 10F: 3 clusters Score -6756901 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -6758452.500000 Penalty: 5403.181641
	Iteration 11F: 3 clusters Score -6758452 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -6759874.000000 Penalty: 5403.181641
	Iteration 12Q: 3 clusters Score -6759874 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -6760981.000000 Penalty: 5403.181641
	Iteration 13Q: 3 clusters Score -6760981 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -6761593.500000 Penalty: 5403.181641
	Iteration 14Q: 3 clusters Score -6761594 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -6762112.500000 Penalty: 5403.181641
	Iteration 15Q: 3 clusters Score -6762112 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -6762383.500000 Penalty: 5403.181641
	Iteration 16Q: 3 clusters Score -6762384 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -6762584.500000 Penalty: 5403.181641
	Iteration 17Q: 3 clusters Score -6762584 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -6762827.500000 Penalty: 5403.181641
	Iteration 18Q: 3 clusters Score -6762828 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -6763051.000000 Penalty: 5403.181641
	Iteration 19Q: 3 clusters Score -6763051 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -6763250.500000 Penalty: 5403.181641
	Iteration 20F: 3 clusters Score -6763250 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -6763454.000000 Penalty: 5403.181641
	Iteration 21Q: 3 clusters Score -6763454 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -6763720.500000 Penalty: 5403.181641
	Iteration 22Q: 3 clusters Score -6763720 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -6763978.500000 Penalty: 5403.181641
	Iteration 23Q: 3 clusters Score -6763978 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -6764249.500000 Penalty: 5403.181641
	Iteration 24Q: 3 clusters Score -6764250 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -6764501.500000 Penalty: 5403.181641
	Iteration 25Q: 3 clusters Score -6764502 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -6764706.000000 Penalty: 5403.181641
	Iteration 26Q: 3 clusters Score -6764706 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -6764988.000000 Penalty: 5403.181641
	Iteration 27Q: 3 clusters Score -6764988 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -6765209.500000 Penalty: 5403.181641
	Iteration 28Q: 3 clusters Score -6765210 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -6765456.000000 Penalty: 5403.181641
	Iteration 29Q: 3 clusters Score -6765456 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -6765694.500000 Penalty: 5403.181641
	Iteration 30Q: 3 clusters Score -6765694 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -6765927.500000 Penalty: 5403.181641
	Iteration 31Q: 3 clusters Score -6765928 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -6766157.000000 Penalty: 5403.181641
	Iteration 32Q: 3 clusters Score -6766157 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -6766372.500000 Penalty: 5403.181641
	Iteration 33Q: 3 clusters Score -6766372 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -6766518.500000 Penalty: 5403.181641
	Iteration 34Q: 3 clusters Score -6766518 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -6766716.000000 Penalty: 5403.181641
	Iteration 35Q: 3 clusters Score -6766716 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -6766872.000000 Penalty: 5403.181641
	Iteration 36Q: 3 clusters Score -6766872 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -6767000.000000 Penalty: 5403.181641
	Iteration 37Q: 3 clusters Score -6767000 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -6767145.500000 Penalty: 5403.181641
	Iteration 38Q: 3 clusters Score -6767146 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -6767258.000000 Penalty: 5403.181641
	Iteration 39Q: 3 clusters Score -6767258 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -6767352.000000 Penalty: 5403.181641
	Iteration 40F: 3 clusters Score -6767352 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -6767444.500000 Penalty: 5403.181641
	Iteration 41Q: 3 clusters Score -6767444 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -6767493.500000 Penalty: 5403.181641
	Iteration 42Q: 3 clusters Score -6767494 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -6767559.500000 Penalty: 5403.181641
	Iteration 43Q: 3 clusters Score -6767560 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48206 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -6767626.500000 Penalty: 5403.181641
	Iteration 44Q: 3 clusters Score -6767626 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -6767698.500000 Penalty: 5403.181641
	Iteration 45Q: 3 clusters Score -6767698 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -6767749.500000 Penalty: 5403.181641
	Iteration 46Q: 3 clusters Score -6767750 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -6767791.500000 Penalty: 5403.181641
	Iteration 47Q: 3 clusters Score -6767792 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -6767893.500000 Penalty: 5403.181641
	Iteration 48Q: 3 clusters Score -6767894 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -6767934.500000 Penalty: 5403.181641
	Iteration 49Q: 3 clusters Score -6767934 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -6768011.500000 Penalty: 5403.181641
	Iteration 50Q: 3 clusters Score -6768012 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -6768047.000000 Penalty: 5403.181641
	Iteration 51Q: 3 clusters Score -6768047 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -6768104.000000 Penalty: 5403.181641
	Iteration 52Q: 3 clusters Score -6768104 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -6768139.000000 Penalty: 5403.181641
	Iteration 53Q: 3 clusters Score -6768139 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -6768214.500000 Penalty: 5403.181641
	Iteration 54Q: 3 clusters Score -6768214 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50458 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -6768254.500000 Penalty: 5403.181641
	Iteration 55Q: 3 clusters Score -6768254 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50620 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -6768293.500000 Penalty: 5403.181641
	Iteration 56Q: 3 clusters Score -6768294 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -6768340.500000 Penalty: 5403.181641
	Iteration 57Q: 3 clusters Score -6768340 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -6768388.500000 Penalty: 5403.181641
	Iteration 58Q: 3 clusters Score -6768388 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -6768439.500000 Penalty: 5403.181641
	Iteration 59Q: 3 clusters Score -6768440 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -6768468.000000 Penalty: 5403.181641
	Iteration 60F: 3 clusters Score -6768468 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -6768504.000000 Penalty: 5403.181641
	Iteration 61Q: 3 clusters Score -6768504 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -6768547.500000 Penalty: 5403.181641
	Iteration 62Q: 3 clusters Score -6768548 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6768586.500000 Penalty: 5403.181641
	Iteration 63Q: 3 clusters Score -6768586 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -6768592.000000 Penalty: 5403.181641
	Iteration 64Q: 3 clusters Score -6768592 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -6768606.000000 Penalty: 5403.181641
	Iteration 65Q: 3 clusters Score -6768606 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -6768628.000000 Penalty: 5403.181641
	Iteration 66Q: 3 clusters Score -6768628 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51728 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -6768631.500000 Penalty: 5403.181641
	Iteration 67Q: 3 clusters Score -6768632 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6768645.000000 Penalty: 5403.181641
	Iteration 68Q: 3 clusters Score -6768645 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6768652.500000 Penalty: 5403.181641
	Iteration 69Q: 3 clusters Score -6768652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6768680.500000 Penalty: 5403.181641
	Iteration 70Q: 3 clusters Score -6768680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6768688.000000 Penalty: 5403.181641
	Iteration 71Q: 3 clusters Score -6768688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51926 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6768694.000000 Penalty: 5403.181641
	Iteration 72Q: 3 clusters Score -6768694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6768703.500000 Penalty: 5403.181641
	Iteration 73Q: 3 clusters Score -6768704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6768702.500000 Penalty: 5403.181641
	Iteration 74Q: 3 clusters Score -6768702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6768710.000000 Penalty: 5403.181641
	Iteration 75Q: 3 clusters Score -6768710 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6768716.500000 Penalty: 5403.181641
	Iteration 76Q: 3 clusters Score -6768716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6768710.500000 Penalty: 5403.181641
	Iteration 77Q: 3 clusters Score -6768710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -6768717.000000 Penalty: 5403.181641
	Iteration 78Q: 3 clusters Score -6768717 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6768722.500000 Penalty: 5403.181641
	Iteration 79Q: 3 clusters Score -6768722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -6768756.000000 Penalty: 5403.181641
	Iteration 80F: 3 clusters Score -6768756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6768756.000000 Penalty: 5403.181641
	Iteration 81Q: 3 clusters Score -6768756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -6768762.000000 Penalty: 5403.181641
	Iteration 82Q: 3 clusters Score -6768762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52215 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -6768765.000000 Penalty: 5403.181641
	Iteration 83Q: 3 clusters Score -6768765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6768774.500000 Penalty: 5403.181641
	Iteration 84Q: 3 clusters Score -6768774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6768782.500000 Penalty: 5403.181641
	Iteration 85Q: 3 clusters Score -6768782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6768784.500000 Penalty: 5403.181641
	Iteration 86Q: 3 clusters Score -6768784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6768791.000000 Penalty: 5403.181641
	Iteration 87Q: 3 clusters Score -6768791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6768786.500000 Penalty: 5403.181641
	Iteration 88Q: 3 clusters Score -6768786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6768778.000000 Penalty: 5403.181641
	Iteration 89Q: 3 clusters Score -6768778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52301 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6768786.000000 Penalty: 5403.181641
	Iteration 90Q: 3 clusters Score -6768786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6768788.500000 Penalty: 5403.181641
	Iteration 91Q: 3 clusters Score -6768788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6768785.500000 Penalty: 5403.181641
	Iteration 92Q: 3 clusters Score -6768786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6768812.500000 Penalty: 5403.181641
	Iteration 93Q: 3 clusters Score -6768812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52340 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -6768813.000000 Penalty: 5403.181641
	Iteration 94Q: 3 clusters Score -6768813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6768830.000000 Penalty: 5403.181641
	Iteration 95Q: 3 clusters Score -6768830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6768835.000000 Penalty: 5403.181641
	Iteration 96Q: 3 clusters Score -6768835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6768829.500000 Penalty: 5403.181641
	Iteration 97Q: 3 clusters Score -6768830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52370 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6768832.500000 Penalty: 5403.181641
	Iteration 98Q: 3 clusters Score -6768832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6768839.000000 Penalty: 5403.181641
	Iteration 99Q: 3 clusters Score -6768839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52382 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6768835.500000 Penalty: 5403.181641
	Iteration 100F: 3 clusters Score -6768836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6768832.500000 Penalty: 5403.181641
	Iteration 101Q: 3 clusters Score -6768832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6768829.500000 Penalty: 5403.181641
	Iteration 102Q: 3 clusters Score -6768830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52399 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -6768839.000000 Penalty: 5403.181641
	Iteration 103Q: 3 clusters Score -6768839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -6768843.000000 Penalty: 5403.181641
	Iteration 104Q: 3 clusters Score -6768843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -6768844.000000 Penalty: 5403.181641
	Iteration 105Q: 3 clusters Score -6768844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52415 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6768850.500000 Penalty: 5403.181641
	Iteration 106Q: 3 clusters Score -6768850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52418 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -6768852.000000 Penalty: 5403.181641
	Iteration 107Q: 3 clusters Score -6768852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6768846.500000 Penalty: 5403.181641
	Iteration 108Q: 3 clusters Score -6768846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52424 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6768852.500000 Penalty: 5403.181641
	Iteration 109Q: 3 clusters Score -6768852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6768854.500000 Penalty: 5403.181641
	Iteration 110Q: 3 clusters Score -6768854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6768847.000000 Penalty: 5403.181641
	Iteration 111Q: 3 clusters Score -6768847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6768847.000000 Penalty: 5403.181641
	Iteration 112F: 3 clusters Score -6768847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Entering Unmasked Estep 
Score: -1871262.000000 Penalty: 2395.809814
	Iteration 0F: 2 clusters Score -1871262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1860074.625000 Penalty: 4791.619629
	Iteration 0F: 3 clusters Score -1860075 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1863883.250000 Penalty: 4791.619629
	Iteration 1F: 3 clusters Score -1863883 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1864493.375000 Penalty: 4791.619629
	Iteration 2F: 3 clusters Score -1864493 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1865106.875000 Penalty: 4791.619629
	Iteration 3F: 3 clusters Score -1865107 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1865786.375000 Penalty: 4791.619629
	Iteration 4F: 3 clusters Score -1865786 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1866549.250000 Penalty: 4791.619629
	Iteration 5F: 3 clusters Score -1866549 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1867350.125000 Penalty: 4791.619629
	Iteration 6F: 3 clusters Score -1867350 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1868141.750000 Penalty: 4791.619629
	Iteration 7F: 3 clusters Score -1868142 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1868744.875000 Penalty: 4791.619629
	Iteration 8F: 3 clusters Score -1868745 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1869183.000000 Penalty: 4791.619629
	Iteration 9Q: 3 clusters Score -1869183 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1869424.000000 Penalty: 4791.619629
	Iteration 10Q: 3 clusters Score -1869424 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1869567.500000 Penalty: 4791.619629
	Iteration 11Q: 3 clusters Score -1869568 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1869644.750000 Penalty: 4791.619629
	Iteration 12Q: 3 clusters Score -1869645 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1869698.000000 Penalty: 4791.619629
	Iteration 13Q: 3 clusters Score -1869698 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1869737.000000 Penalty: 4791.619629
	Iteration 14Q: 3 clusters Score -1869737 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1869766.875000 Penalty: 4791.619629
	Iteration 15Q: 3 clusters Score -1869767 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1869777.125000 Penalty: 4791.619629
	Iteration 16Q: 3 clusters Score -1869777 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1869792.000000 Penalty: 4791.619629
	Iteration 17Q: 3 clusters Score -1869792 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1869801.500000 Penalty: 4791.619629
	Iteration 18Q: 3 clusters Score -1869802 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1869808.375000 Penalty: 4791.619629
	Iteration 19Q: 3 clusters Score -1869808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1869810.250000 Penalty: 4791.619629
	Iteration 20F: 3 clusters Score -1869810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1869814.500000 Penalty: 4791.619629
	Iteration 21Q: 3 clusters Score -1869814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1869821.000000 Penalty: 4791.619629
	Iteration 22Q: 3 clusters Score -1869821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1869822.000000 Penalty: 4791.619629
	Iteration 23Q: 3 clusters Score -1869822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1869821.500000 Penalty: 4791.619629
	Iteration 24Q: 3 clusters Score -1869822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1869822.500000 Penalty: 4791.619629
	Iteration 25Q: 3 clusters Score -1869822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1869823.500000 Penalty: 4791.619629
	Iteration 26Q: 3 clusters Score -1869824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1869830.500000 Penalty: 4791.619629
	Iteration 27Q: 3 clusters Score -1869830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1869829.000000 Penalty: 4791.619629
	Iteration 28Q: 3 clusters Score -1869829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1869831.000000 Penalty: 4791.619629
	Iteration 29Q: 3 clusters Score -1869831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1869830.375000 Penalty: 4791.619629
	Iteration 30Q: 3 clusters Score -1869830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1869828.375000 Penalty: 4791.619629
	Iteration 31Q: 3 clusters Score -1869828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1869827.750000 Penalty: 4791.619629
	Iteration 32Q: 3 clusters Score -1869828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1869832.875000 Penalty: 4791.619629
	Iteration 33Q: 3 clusters Score -1869833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1869829.500000 Penalty: 4791.619629
	Iteration 34Q: 3 clusters Score -1869830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1869829.875000 Penalty: 4791.619629
	Iteration 35Q: 3 clusters Score -1869830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1869829.875000 Penalty: 4791.619629
	Iteration 36F: 3 clusters Score -1869830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Entering Unmasked Estep 
Score: -499729.343750 Penalty: 2058.531006
	Iteration 0F: 2 clusters Score -499729.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -495806.593750 Penalty: 4117.062012
	Iteration 0F: 3 clusters Score -495806.6 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -496629.812500 Penalty: 4117.062012
	Iteration 1F: 3 clusters Score -496629.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -496812.468750 Penalty: 4117.062012
	Iteration 2F: 3 clusters Score -496812.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -496927.875000 Penalty: 4117.062012
	Iteration 3F: 3 clusters Score -496927.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -497018.250000 Penalty: 4117.062012
	Iteration 4Q: 3 clusters Score -497018.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -497090.812500 Penalty: 4117.062012
	Iteration 5Q: 3 clusters Score -497090.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -497147.718750 Penalty: 4117.062012
	Iteration 6Q: 3 clusters Score -497147.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -497213.968750 Penalty: 4117.062012
	Iteration 7Q: 3 clusters Score -497214 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -497279.593750 Penalty: 4117.062012
	Iteration 8Q: 3 clusters Score -497279.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -497329.812500 Penalty: 4117.062012
	Iteration 9Q: 3 clusters Score -497329.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -497376.500000 Penalty: 4117.062012
	Iteration 10Q: 3 clusters Score -497376.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -497429.843750 Penalty: 4117.062012
	Iteration 11Q: 3 clusters Score -497429.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -497485.781250 Penalty: 4117.062012
	Iteration 12Q: 3 clusters Score -497485.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -497539.062500 Penalty: 4117.062012
	Iteration 13Q: 3 clusters Score -497539.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -497591.343750 Penalty: 4117.062012
	Iteration 14Q: 3 clusters Score -497591.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -497642.843750 Penalty: 4117.062012
	Iteration 15Q: 3 clusters Score -497642.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -497688.625000 Penalty: 4117.062012
	Iteration 16Q: 3 clusters Score -497688.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -497733.250000 Penalty: 4117.062012
	Iteration 17Q: 3 clusters Score -497733.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -497774.000000 Penalty: 4117.062012
	Iteration 18Q: 3 clusters Score -497774 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -497811.968750 Penalty: 4117.062012
	Iteration 19Q: 3 clusters Score -497812 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -497843.312500 Penalty: 4117.062012
	Iteration 20F: 3 clusters Score -497843.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -497866.250000 Penalty: 4117.062012
	Iteration 21Q: 3 clusters Score -497866.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -497891.031250 Penalty: 4117.062012
	Iteration 22Q: 3 clusters Score -497891 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -497918.468750 Penalty: 4117.062012
	Iteration 23Q: 3 clusters Score -497918.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -497937.812500 Penalty: 4117.062012
	Iteration 24Q: 3 clusters Score -497937.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -497951.250000 Penalty: 4117.062012
	Iteration 25Q: 3 clusters Score -497951.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -497966.218750 Penalty: 4117.062012
	Iteration 26Q: 3 clusters Score -497966.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -497974.125000 Penalty: 4117.062012
	Iteration 27Q: 3 clusters Score -497974.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -497982.437500 Penalty: 4117.062012
	Iteration 28Q: 3 clusters Score -497982.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -497987.000000 Penalty: 4117.062012
	Iteration 29Q: 3 clusters Score -497987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -497989.968750 Penalty: 4117.062012
	Iteration 30Q: 3 clusters Score -497990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -497996.125000 Penalty: 4117.062012
	Iteration 31Q: 3 clusters Score -497996.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -498003.062500 Penalty: 4117.062012
	Iteration 32Q: 3 clusters Score -498003.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -498010.218750 Penalty: 4117.062012
	Iteration 33Q: 3 clusters Score -498010.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -498015.875000 Penalty: 4117.062012
	Iteration 34Q: 3 clusters Score -498015.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -498026.250000 Penalty: 4117.062012
	Iteration 35Q: 3 clusters Score -498026.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -498033.562500 Penalty: 4117.062012
	Iteration 36Q: 3 clusters Score -498033.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -498038.062500 Penalty: 4117.062012
	Iteration 37Q: 3 clusters Score -498038.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -498042.312500 Penalty: 4117.062012
	Iteration 38Q: 3 clusters Score -498042.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -498043.375000 Penalty: 4117.062012
	Iteration 39Q: 3 clusters Score -498043.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -498045.375000 Penalty: 4117.062012
	Iteration 40F: 3 clusters Score -498045.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -498048.781250 Penalty: 4117.062012
	Iteration 41Q: 3 clusters Score -498048.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -498051.843750 Penalty: 4117.062012
	Iteration 42Q: 3 clusters Score -498051.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -498055.593750 Penalty: 4117.062012
	Iteration 43Q: 3 clusters Score -498055.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -498061.312500 Penalty: 4117.062012
	Iteration 44Q: 3 clusters Score -498061.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -498063.500000 Penalty: 4117.062012
	Iteration 45Q: 3 clusters Score -498063.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -498064.812500 Penalty: 4117.062012
	Iteration 46Q: 3 clusters Score -498064.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -498068.750000 Penalty: 4117.062012
	Iteration 47Q: 3 clusters Score -498068.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -498075.000000 Penalty: 4117.062012
	Iteration 48Q: 3 clusters Score -498075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -498084.187500 Penalty: 4117.062012
	Iteration 49Q: 3 clusters Score -498084.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -498091.531250 Penalty: 4117.062012
	Iteration 50Q: 3 clusters Score -498091.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -498101.968750 Penalty: 4117.062012
	Iteration 51Q: 3 clusters Score -498102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -498114.781250 Penalty: 4117.062012
	Iteration 52Q: 3 clusters Score -498114.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -498121.125000 Penalty: 4117.062012
	Iteration 53Q: 3 clusters Score -498121.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -498131.156250 Penalty: 4117.062012
	Iteration 54Q: 3 clusters Score -498131.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -498136.781250 Penalty: 4117.062012
	Iteration 55Q: 3 clusters Score -498136.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -498142.125000 Penalty: 4117.062012
	Iteration 56Q: 3 clusters Score -498142.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -498144.656250 Penalty: 4117.062012
	Iteration 57Q: 3 clusters Score -498144.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -498145.500000 Penalty: 4117.062012
	Iteration 58Q: 3 clusters Score -498145.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -498147.718750 Penalty: 4117.062012
	Iteration 59Q: 3 clusters Score -498147.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -498149.593750 Penalty: 4117.062012
	Iteration 60F: 3 clusters Score -498149.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -498151.000000 Penalty: 4117.062012
	Iteration 61Q: 3 clusters Score -498151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -498152.843750 Penalty: 4117.062012
	Iteration 62Q: 3 clusters Score -498152.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -498155.000000 Penalty: 4117.062012
	Iteration 63Q: 3 clusters Score -498155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -498155.156250 Penalty: 4117.062012
	Iteration 64Q: 3 clusters Score -498155.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -498155.156250 Penalty: 4117.062012
	Iteration 65F: 3 clusters Score -498155.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82426 members 
Entering Unmasked Estep 
Score: -10389086.000000 Penalty: 2807.274902
	Iteration 0F: 2 clusters Score -1.038909e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -10333995.000000 Penalty: 5614.549805
	Iteration 0F: 3 clusters Score -1.0334e+07 nChanged 38864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -10356052.000000 Penalty: 5614.549805
	Iteration 1F: 3 clusters Score -1.035605e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -10356808.000000 Penalty: 5614.549805
	Iteration 2Q: 3 clusters Score -1.035681e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -10357566.000000 Penalty: 5614.549805
	Iteration 3Q: 3 clusters Score -1.035757e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -10358532.000000 Penalty: 5614.549805
	Iteration 4Q: 3 clusters Score -1.035853e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -10359665.000000 Penalty: 5614.549805
	Iteration 5Q: 3 clusters Score -1.035966e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -10361275.000000 Penalty: 5614.549805
	Iteration 6Q: 3 clusters Score -1.036128e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -10363536.000000 Penalty: 5614.549805
	Iteration 7Q: 3 clusters Score -1.036354e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -10366558.000000 Penalty: 5614.549805
	Iteration 8F: 3 clusters Score -1.036656e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -10369963.000000 Penalty: 5614.549805
	Iteration 9F: 3 clusters Score -1.036996e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -10373117.000000 Penalty: 5614.549805
	Iteration 10F: 3 clusters Score -1.037312e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -10374787.000000 Penalty: 5614.549805
	Iteration 11Q: 3 clusters Score -1.037479e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -10375538.000000 Penalty: 5614.549805
	Iteration 12Q: 3 clusters Score -1.037554e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -10375987.000000 Penalty: 5614.549805
	Iteration 13Q: 3 clusters Score -1.037599e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 51028 members 
Entering Unmasked Estep 
Score: -10376207.000000 Penalty: 5614.549805
	Iteration 14Q: 3 clusters Score -1.037621e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -10376417.000000 Penalty: 5614.549805
	Iteration 15Q: 3 clusters Score -1.037642e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -10376596.000000 Penalty: 5614.549805
	Iteration 16Q: 3 clusters Score -1.03766e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -10376772.000000 Penalty: 5614.549805
	Iteration 17Q: 3 clusters Score -1.037677e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -10376932.000000 Penalty: 5614.549805
	Iteration 18Q: 3 clusters Score -1.037693e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -10377039.000000 Penalty: 5614.549805
	Iteration 19Q: 3 clusters Score -1.037704e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -10377208.000000 Penalty: 5614.549805
	Iteration 20F: 3 clusters Score -1.037721e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -10377394.000000 Penalty: 5614.549805
	Iteration 21Q: 3 clusters Score -1.037739e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 54952 members 
Entering Unmasked Estep 
Score: -10377512.000000 Penalty: 5614.549805
	Iteration 22Q: 3 clusters Score -1.037751e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 55521 members 
Entering Unmasked Estep 
Score: -10377774.000000 Penalty: 5614.549805
	Iteration 23Q: 3 clusters Score -1.037777e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 56166 members 
Entering Unmasked Estep 
Score: -10377988.000000 Penalty: 5614.549805
	Iteration 24Q: 3 clusters Score -1.037799e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 56837 members 
Entering Unmasked Estep 
Score: -10378211.000000 Penalty: 5614.549805
	Iteration 25Q: 3 clusters Score -1.037821e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 57526 members 
Entering Unmasked Estep 
Score: -10378415.000000 Penalty: 5614.549805
	Iteration 26Q: 3 clusters Score -1.037842e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 58272 members 
Entering Unmasked Estep 
Score: -10378618.000000 Penalty: 5614.549805
	Iteration 27Q: 3 clusters Score -1.037862e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 59054 members 
Entering Unmasked Estep 
Score: -10378814.000000 Penalty: 5614.549805
	Iteration 28Q: 3 clusters Score -1.037881e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -10379024.000000 Penalty: 5614.549805
	Iteration 29Q: 3 clusters Score -1.037902e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -10379298.000000 Penalty: 5614.549805
	Iteration 30Q: 3 clusters Score -1.03793e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 61655 members 
Entering Unmasked Estep 
Score: -10379582.000000 Penalty: 5614.549805
	Iteration 31Q: 3 clusters Score -1.037958e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 62618 members 
Entering Unmasked Estep 
Score: -10379910.000000 Penalty: 5614.549805
	Iteration 32Q: 3 clusters Score -1.037991e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 63608 members 
Entering Unmasked Estep 
Score: -10380265.000000 Penalty: 5614.549805
	Iteration 33Q: 3 clusters Score -1.038026e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 64633 members 
Entering Unmasked Estep 
Score: -10380589.000000 Penalty: 5614.549805
	Iteration 34Q: 3 clusters Score -1.038059e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 65671 members 
Entering Unmasked Estep 
Score: -10380908.000000 Penalty: 5614.549805
	Iteration 35Q: 3 clusters Score -1.038091e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 66716 members 
Entering Unmasked Estep 
Score: -10381202.000000 Penalty: 5614.549805
	Iteration 36Q: 3 clusters Score -1.03812e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 67779 members 
Entering Unmasked Estep 
Score: -10381607.000000 Penalty: 5614.549805
	Iteration 37Q: 3 clusters Score -1.038161e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 68846 members 
Entering Unmasked Estep 
Score: -10381971.000000 Penalty: 5614.549805
	Iteration 38Q: 3 clusters Score -1.038197e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 69899 members 
Entering Unmasked Estep 
Score: -10382369.000000 Penalty: 5614.549805
	Iteration 39Q: 3 clusters Score -1.038237e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 70947 members 
Entering Unmasked Estep 
Score: -10382731.000000 Penalty: 5614.549805
	Iteration 40F: 3 clusters Score -1.038273e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 71983 members 
Entering Unmasked Estep 
Score: -10383033.000000 Penalty: 5614.549805
	Iteration 41Q: 3 clusters Score -1.038303e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 72968 members 
Entering Unmasked Estep 
Score: -10383428.000000 Penalty: 5614.549805
	Iteration 42Q: 3 clusters Score -1.038343e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 73910 members 
Entering Unmasked Estep 
Score: -10383784.000000 Penalty: 5614.549805
	Iteration 43Q: 3 clusters Score -1.038378e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 74780 members 
Entering Unmasked Estep 
Score: -10384092.000000 Penalty: 5614.549805
	Iteration 44Q: 3 clusters Score -1.038409e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 75617 members 
Entering Unmasked Estep 
Score: -10384423.000000 Penalty: 5614.549805
	Iteration 45Q: 3 clusters Score -1.038442e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 76345 members 
Entering Unmasked Estep 
Score: -10384716.000000 Penalty: 5614.549805
	Iteration 46Q: 3 clusters Score -1.038472e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 77008 members 
Entering Unmasked Estep 
Score: -10384962.000000 Penalty: 5614.549805
	Iteration 47Q: 3 clusters Score -1.038496e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 77615 members 
Entering Unmasked Estep 
Score: -10385194.000000 Penalty: 5614.549805
	Iteration 48Q: 3 clusters Score -1.038519e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 78142 members 
Entering Unmasked Estep 
Score: -10385382.000000 Penalty: 5614.549805
	Iteration 49Q: 3 clusters Score -1.038538e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 78627 members 
Entering Unmasked Estep 
Score: -10385583.000000 Penalty: 5614.549805
	Iteration 50Q: 3 clusters Score -1.038558e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 79058 members 
Entering Unmasked Estep 
Score: -10385737.000000 Penalty: 5614.549805
	Iteration 51Q: 3 clusters Score -1.038574e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 79447 members 
Entering Unmasked Estep 
Score: -10385912.000000 Penalty: 5614.549805
	Iteration 52Q: 3 clusters Score -1.038591e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 79779 members 
Entering Unmasked Estep 
Score: -10386054.000000 Penalty: 5614.549805
	Iteration 53Q: 3 clusters Score -1.038605e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 80046 members 
Entering Unmasked Estep 
Score: -10386217.000000 Penalty: 5614.549805
	Iteration 54Q: 3 clusters Score -1.038622e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 80285 members 
Entering Unmasked Estep 
Score: -10386318.000000 Penalty: 5614.549805
	Iteration 55Q: 3 clusters Score -1.038632e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 80463 members 
Entering Unmasked Estep 
Score: -10386395.000000 Penalty: 5614.549805
	Iteration 56Q: 3 clusters Score -1.03864e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 80589 members 
Entering Unmasked Estep 
Score: -10386427.000000 Penalty: 5614.549805
	Iteration 57Q: 3 clusters Score -1.038643e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 80706 members 
Entering Unmasked Estep 
Score: -10386504.000000 Penalty: 5614.549805
	Iteration 58Q: 3 clusters Score -1.03865e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 80796 members 
Entering Unmasked Estep 
Score: -10386540.000000 Penalty: 5614.549805
	Iteration 59Q: 3 clusters Score -1.038654e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 80869 members 
Entering Unmasked Estep 
Score: -10386583.000000 Penalty: 5614.549805
	Iteration 60F: 3 clusters Score -1.038658e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -10386600.000000 Penalty: 5614.549805
	Iteration 61Q: 3 clusters Score -1.03866e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 80999 members 
Entering Unmasked Estep 
Score: -10386626.000000 Penalty: 5614.549805
	Iteration 62Q: 3 clusters Score -1.038663e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 81049 members 
Entering Unmasked Estep 
Score: -10386653.000000 Penalty: 5614.549805
	Iteration 63Q: 3 clusters Score -1.038665e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 81100 members 
Entering Unmasked Estep 
Score: -10386666.000000 Penalty: 5614.549805
	Iteration 64Q: 3 clusters Score -1.038667e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 81134 members 
Entering Unmasked Estep 
Score: -10386675.000000 Penalty: 5614.549805
	Iteration 65Q: 3 clusters Score -1.038668e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 81159 members 
Entering Unmasked Estep 
Score: -10386664.000000 Penalty: 5614.549805
	Iteration 66Q: 3 clusters Score -1.038666e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 81181 members 
Entering Unmasked Estep 
Score: -10386670.000000 Penalty: 5614.549805
	Iteration 67Q: 3 clusters Score -1.038667e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 81203 members 
Entering Unmasked Estep 
Score: -10386679.000000 Penalty: 5614.549805
	Iteration 68Q: 3 clusters Score -1.038668e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 81230 members 
Entering Unmasked Estep 
Score: -10386694.000000 Penalty: 5614.549805
	Iteration 69Q: 3 clusters Score -1.038669e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 81249 members 
Entering Unmasked Estep 
Score: -10386694.000000 Penalty: 5614.549805
	Iteration 70Q: 3 clusters Score -1.038669e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 81267 members 
Entering Unmasked Estep 
Score: -10386709.000000 Penalty: 5614.549805
	Iteration 71Q: 3 clusters Score -1.038671e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 81280 members 
Entering Unmasked Estep 
Score: -10386721.000000 Penalty: 5614.549805
	Iteration 72Q: 3 clusters Score -1.038672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 81293 members 
Entering Unmasked Estep 
Score: -10386721.000000 Penalty: 5614.549805
	Iteration 73Q: 3 clusters Score -1.038672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 81300 members 
Entering Unmasked Estep 
Score: -10386726.000000 Penalty: 5614.549805
	Iteration 74Q: 3 clusters Score -1.038673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 81310 members 
Entering Unmasked Estep 
Score: -10386727.000000 Penalty: 5614.549805
	Iteration 75Q: 3 clusters Score -1.038673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 81316 members 
Entering Unmasked Estep 
Score: -10386727.000000 Penalty: 5614.549805
	Iteration 76Q: 3 clusters Score -1.038673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 81323 members 
Entering Unmasked Estep 
Score: -10386726.000000 Penalty: 5614.549805
	Iteration 77Q: 3 clusters Score -1.038673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 81330 members 
Entering Unmasked Estep 
Score: -10386727.000000 Penalty: 5614.549805
	Iteration 78Q: 3 clusters Score -1.038673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
Score: -10386748.000000 Penalty: 5614.549805
	Iteration 79Q: 3 clusters Score -1.038675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 81348 members 
Entering Unmasked Estep 
Score: -10386747.000000 Penalty: 5614.549805
	Iteration 80F: 3 clusters Score -1.038675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 81354 members 
Entering Unmasked Estep 
Score: -10386750.000000 Penalty: 5614.549805
	Iteration 81Q: 3 clusters Score -1.038675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 81361 members 
Entering Unmasked Estep 
Score: -10386750.000000 Penalty: 5614.549805
	Iteration 82Q: 3 clusters Score -1.038675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -10386746.000000 Penalty: 5614.549805
	Iteration 83Q: 3 clusters Score -1.038675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 81365 members 
Entering Unmasked Estep 
Score: -10386754.000000 Penalty: 5614.549805
	Iteration 84Q: 3 clusters Score -1.038675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 81366 members 
Entering Unmasked Estep 
Score: -10386749.000000 Penalty: 5614.549805
	Iteration 85Q: 3 clusters Score -1.038675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 81367 members 
Entering Unmasked Estep 
Score: -10386752.000000 Penalty: 5614.549805
	Iteration 86Q: 3 clusters Score -1.038675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 81367 members 
Entering Unmasked Estep 
Score: -10386752.000000 Penalty: 5614.549805
	Iteration 87F: 3 clusters Score -1.038675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Entering Unmasked Estep 
Score: -1970326.375000 Penalty: 2403.177490
	Iteration 0F: 2 clusters Score -1970326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1958683.625000 Penalty: 4806.354980
	Iteration 0F: 3 clusters Score -1958684 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1962429.875000 Penalty: 4806.354980
	Iteration 1F: 3 clusters Score -1962430 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1962771.625000 Penalty: 4806.354980
	Iteration 2F: 3 clusters Score -1962772 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1963055.000000 Penalty: 4806.354980
	Iteration 3Q: 3 clusters Score -1963055 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1963300.750000 Penalty: 4806.354980
	Iteration 4Q: 3 clusters Score -1963301 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1963536.250000 Penalty: 4806.354980
	Iteration 5Q: 3 clusters Score -1963536 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1963751.625000 Penalty: 4806.354980
	Iteration 6Q: 3 clusters Score -1963752 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1963965.875000 Penalty: 4806.354980
	Iteration 7Q: 3 clusters Score -1963966 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1964191.000000 Penalty: 4806.354980
	Iteration 8Q: 3 clusters Score -1964191 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1964426.000000 Penalty: 4806.354980
	Iteration 9Q: 3 clusters Score -1964426 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1964702.625000 Penalty: 4806.354980
	Iteration 10Q: 3 clusters Score -1964703 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1965032.250000 Penalty: 4806.354980
	Iteration 11Q: 3 clusters Score -1965032 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1965392.125000 Penalty: 4806.354980
	Iteration 12Q: 3 clusters Score -1965392 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1965807.375000 Penalty: 4806.354980
	Iteration 13Q: 3 clusters Score -1965807 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1966231.500000 Penalty: 4806.354980
	Iteration 14Q: 3 clusters Score -1966232 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1966617.500000 Penalty: 4806.354980
	Iteration 15Q: 3 clusters Score -1966618 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1966965.250000 Penalty: 4806.354980
	Iteration 16Q: 3 clusters Score -1966965 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1967216.250000 Penalty: 4806.354980
	Iteration 17Q: 3 clusters Score -1967216 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1967400.375000 Penalty: 4806.354980
	Iteration 18Q: 3 clusters Score -1967400 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1967544.375000 Penalty: 4806.354980
	Iteration 19Q: 3 clusters Score -1967544 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1967655.500000 Penalty: 4806.354980
	Iteration 20F: 3 clusters Score -1967656 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1967730.125000 Penalty: 4806.354980
	Iteration 21Q: 3 clusters Score -1967730 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1967785.250000 Penalty: 4806.354980
	Iteration 22Q: 3 clusters Score -1967785 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1967831.250000 Penalty: 4806.354980
	Iteration 23Q: 3 clusters Score -1967831 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1967874.625000 Penalty: 4806.354980
	Iteration 24Q: 3 clusters Score -1967875 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1967904.750000 Penalty: 4806.354980
	Iteration 25Q: 3 clusters Score -1967905 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1967926.000000 Penalty: 4806.354980
	Iteration 26Q: 3 clusters Score -1967926 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1967950.750000 Penalty: 4806.354980
	Iteration 27Q: 3 clusters Score -1967951 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1967966.750000 Penalty: 4806.354980
	Iteration 28Q: 3 clusters Score -1967967 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1967974.750000 Penalty: 4806.354980
	Iteration 29Q: 3 clusters Score -1967975 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1967989.750000 Penalty: 4806.354980
	Iteration 30Q: 3 clusters Score -1967990 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1968002.000000 Penalty: 4806.354980
	Iteration 31Q: 3 clusters Score -1968002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1968007.875000 Penalty: 4806.354980
	Iteration 32Q: 3 clusters Score -1968008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1968023.125000 Penalty: 4806.354980
	Iteration 33Q: 3 clusters Score -1968023 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1968032.125000 Penalty: 4806.354980
	Iteration 34Q: 3 clusters Score -1968032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1968045.000000 Penalty: 4806.354980
	Iteration 35Q: 3 clusters Score -1968045 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1968047.250000 Penalty: 4806.354980
	Iteration 36Q: 3 clusters Score -1968047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1968052.000000 Penalty: 4806.354980
	Iteration 37Q: 3 clusters Score -1968052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1968059.625000 Penalty: 4806.354980
	Iteration 38Q: 3 clusters Score -1968060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1968066.625000 Penalty: 4806.354980
	Iteration 39Q: 3 clusters Score -1968067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1968067.750000 Penalty: 4806.354980
	Iteration 40F: 3 clusters Score -1968068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1968077.250000 Penalty: 4806.354980
	Iteration 41Q: 3 clusters Score -1968077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1968084.750000 Penalty: 4806.354980
	Iteration 42Q: 3 clusters Score -1968085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1968092.375000 Penalty: 4806.354980
	Iteration 43Q: 3 clusters Score -1968092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1968095.500000 Penalty: 4806.354980
	Iteration 44Q: 3 clusters Score -1968096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1968098.875000 Penalty: 4806.354980
	Iteration 45Q: 3 clusters Score -1968099 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1968114.750000 Penalty: 4806.354980
	Iteration 46Q: 3 clusters Score -1968115 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1968119.375000 Penalty: 4806.354980
	Iteration 47Q: 3 clusters Score -1968119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1968128.250000 Penalty: 4806.354980
	Iteration 48Q: 3 clusters Score -1968128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1968137.250000 Penalty: 4806.354980
	Iteration 49Q: 3 clusters Score -1968137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1968135.375000 Penalty: 4806.354980
	Iteration 50Q: 3 clusters Score -1968135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1968140.750000 Penalty: 4806.354980
	Iteration 51Q: 3 clusters Score -1968141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1968140.875000 Penalty: 4806.354980
	Iteration 52Q: 3 clusters Score -1968141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1968136.500000 Penalty: 4806.354980
	Iteration 53Q: 3 clusters Score -1968136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1968142.000000 Penalty: 4806.354980
	Iteration 54Q: 3 clusters Score -1968142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1968139.875000 Penalty: 4806.354980
	Iteration 55Q: 3 clusters Score -1968140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1968139.875000 Penalty: 4806.354980
	Iteration 56F: 3 clusters Score -1968140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -49009.296875 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -49009.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47540.175781 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -47540.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47651.019531 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -47651.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47685.210938 Penalty: 3006.482422
	Iteration 2Q: 3 clusters Score -47685.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47714.953125 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -47714.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47717.515625 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -47717.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47717.515625 Penalty: 3006.482422
	Iteration 5F: 3 clusters Score -47717.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Entering Unmasked Estep 
Score: -2854861.500000 Penalty: 2518.446045
	Iteration 0F: 2 clusters Score -2854862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2837142.000000 Penalty: 5036.892090
	Iteration 0F: 3 clusters Score -2837142 nChanged 11490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2843392.250000 Penalty: 5036.892090
	Iteration 1F: 3 clusters Score -2843392 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2843862.250000 Penalty: 5036.892090
	Iteration 2F: 3 clusters Score -2843862 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2844311.500000 Penalty: 5036.892090
	Iteration 3Q: 3 clusters Score -2844312 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2844789.000000 Penalty: 5036.892090
	Iteration 4Q: 3 clusters Score -2844789 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2845316.000000 Penalty: 5036.892090
	Iteration 5Q: 3 clusters Score -2845316 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2845894.000000 Penalty: 5036.892090
	Iteration 6Q: 3 clusters Score -2845894 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2846538.500000 Penalty: 5036.892090
	Iteration 7Q: 3 clusters Score -2846538 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2847216.250000 Penalty: 5036.892090
	Iteration 8Q: 3 clusters Score -2847216 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2847955.250000 Penalty: 5036.892090
	Iteration 9Q: 3 clusters Score -2847955 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2848689.000000 Penalty: 5036.892090
	Iteration 10Q: 3 clusters Score -2848689 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2849433.000000 Penalty: 5036.892090
	Iteration 11Q: 3 clusters Score -2849433 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2850069.500000 Penalty: 5036.892090
	Iteration 12Q: 3 clusters Score -2850070 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2850600.000000 Penalty: 5036.892090
	Iteration 13Q: 3 clusters Score -2850600 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2851024.000000 Penalty: 5036.892090
	Iteration 14Q: 3 clusters Score -2851024 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2851360.500000 Penalty: 5036.892090
	Iteration 15Q: 3 clusters Score -2851360 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2851604.250000 Penalty: 5036.892090
	Iteration 16Q: 3 clusters Score -2851604 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2851802.000000 Penalty: 5036.892090
	Iteration 17Q: 3 clusters Score -2851802 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2851943.750000 Penalty: 5036.892090
	Iteration 18Q: 3 clusters Score -2851944 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2852075.500000 Penalty: 5036.892090
	Iteration 19Q: 3 clusters Score -2852076 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2852174.000000 Penalty: 5036.892090
	Iteration 20F: 3 clusters Score -2852174 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2852269.750000 Penalty: 5036.892090
	Iteration 21Q: 3 clusters Score -2852270 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2852363.500000 Penalty: 5036.892090
	Iteration 22Q: 3 clusters Score -2852364 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2852445.250000 Penalty: 5036.892090
	Iteration 23Q: 3 clusters Score -2852445 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2852521.750000 Penalty: 5036.892090
	Iteration 24Q: 3 clusters Score -2852522 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2852585.750000 Penalty: 5036.892090
	Iteration 25Q: 3 clusters Score -2852586 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2852640.250000 Penalty: 5036.892090
	Iteration 26Q: 3 clusters Score -2852640 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2852690.500000 Penalty: 5036.892090
	Iteration 27Q: 3 clusters Score -2852690 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2852735.000000 Penalty: 5036.892090
	Iteration 28Q: 3 clusters Score -2852735 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2852776.000000 Penalty: 5036.892090
	Iteration 29Q: 3 clusters Score -2852776 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2852805.750000 Penalty: 5036.892090
	Iteration 30Q: 3 clusters Score -2852806 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2852831.000000 Penalty: 5036.892090
	Iteration 31Q: 3 clusters Score -2852831 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2852847.000000 Penalty: 5036.892090
	Iteration 32Q: 3 clusters Score -2852847 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2852863.000000 Penalty: 5036.892090
	Iteration 33Q: 3 clusters Score -2852863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2852878.250000 Penalty: 5036.892090
	Iteration 34Q: 3 clusters Score -2852878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2852895.000000 Penalty: 5036.892090
	Iteration 35Q: 3 clusters Score -2852895 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2852904.000000 Penalty: 5036.892090
	Iteration 36Q: 3 clusters Score -2852904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2852908.500000 Penalty: 5036.892090
	Iteration 37Q: 3 clusters Score -2852908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2852914.750000 Penalty: 5036.892090
	Iteration 38Q: 3 clusters Score -2852915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2852927.250000 Penalty: 5036.892090
	Iteration 39Q: 3 clusters Score -2852927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2852929.750000 Penalty: 5036.892090
	Iteration 40F: 3 clusters Score -2852930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2852936.250000 Penalty: 5036.892090
	Iteration 41Q: 3 clusters Score -2852936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2852949.750000 Penalty: 5036.892090
	Iteration 42Q: 3 clusters Score -2852950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2852953.750000 Penalty: 5036.892090
	Iteration 43Q: 3 clusters Score -2852954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2852954.000000 Penalty: 5036.892090
	Iteration 44Q: 3 clusters Score -2852954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2852959.500000 Penalty: 5036.892090
	Iteration 45Q: 3 clusters Score -2852960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2852961.500000 Penalty: 5036.892090
	Iteration 46Q: 3 clusters Score -2852962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2852961.000000 Penalty: 5036.892090
	Iteration 47Q: 3 clusters Score -2852961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2852962.750000 Penalty: 5036.892090
	Iteration 48Q: 3 clusters Score -2852963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2852965.000000 Penalty: 5036.892090
	Iteration 49Q: 3 clusters Score -2852965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2852965.000000 Penalty: 5036.892090
	Iteration 50F: 3 clusters Score -2852965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Entering Unmasked Estep 
Score: -2257849.250000 Penalty: 2430.018066
	Iteration 0F: 2 clusters Score -2257849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2245087.000000 Penalty: 4860.036133
	Iteration 0F: 3 clusters Score -2245087 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2249245.750000 Penalty: 4860.036133
	Iteration 1F: 3 clusters Score -2249246 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2249656.250000 Penalty: 4860.036133
	Iteration 2F: 3 clusters Score -2249656 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2250014.250000 Penalty: 4860.036133
	Iteration 3Q: 3 clusters Score -2250014 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2250403.250000 Penalty: 4860.036133
	Iteration 4Q: 3 clusters Score -2250403 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2250914.250000 Penalty: 4860.036133
	Iteration 5F: 3 clusters Score -2250914 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2251547.500000 Penalty: 4860.036133
	Iteration 6F: 3 clusters Score -2251548 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2252368.000000 Penalty: 4860.036133
	Iteration 7F: 3 clusters Score -2252368 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2253310.500000 Penalty: 4860.036133
	Iteration 8F: 3 clusters Score -2253310 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2254192.250000 Penalty: 4860.036133
	Iteration 9F: 3 clusters Score -2254192 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2254853.000000 Penalty: 4860.036133
	Iteration 10Q: 3 clusters Score -2254853 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2255218.750000 Penalty: 4860.036133
	Iteration 11Q: 3 clusters Score -2255219 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2255404.500000 Penalty: 4860.036133
	Iteration 12Q: 3 clusters Score -2255404 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2255515.000000 Penalty: 4860.036133
	Iteration 13Q: 3 clusters Score -2255515 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2255589.500000 Penalty: 4860.036133
	Iteration 14Q: 3 clusters Score -2255590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2255644.000000 Penalty: 4860.036133
	Iteration 15Q: 3 clusters Score -2255644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2255688.250000 Penalty: 4860.036133
	Iteration 16Q: 3 clusters Score -2255688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2255715.750000 Penalty: 4860.036133
	Iteration 17Q: 3 clusters Score -2255716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2255731.750000 Penalty: 4860.036133
	Iteration 18Q: 3 clusters Score -2255732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2255745.500000 Penalty: 4860.036133
	Iteration 19Q: 3 clusters Score -2255746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2255761.000000 Penalty: 4860.036133
	Iteration 20F: 3 clusters Score -2255761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2255765.250000 Penalty: 4860.036133
	Iteration 21Q: 3 clusters Score -2255765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2255773.500000 Penalty: 4860.036133
	Iteration 22Q: 3 clusters Score -2255774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2255777.500000 Penalty: 4860.036133
	Iteration 23Q: 3 clusters Score -2255778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2255786.250000 Penalty: 4860.036133
	Iteration 24Q: 3 clusters Score -2255786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2255798.000000 Penalty: 4860.036133
	Iteration 25Q: 3 clusters Score -2255798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2255799.000000 Penalty: 4860.036133
	Iteration 26Q: 3 clusters Score -2255799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2255802.250000 Penalty: 4860.036133
	Iteration 27Q: 3 clusters Score -2255802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2255803.500000 Penalty: 4860.036133
	Iteration 28Q: 3 clusters Score -2255804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2255806.000000 Penalty: 4860.036133
	Iteration 29Q: 3 clusters Score -2255806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2255806.000000 Penalty: 4860.036133
	Iteration 30F: 3 clusters Score -2255806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (285335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285335 members 
Entering Unmasked Estep 
Score: -35404960.000000 Penalty: 3115.231934
	Iteration 0F: 2 clusters Score -3.540496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142811 members 
Mstep: Class 2 contains 142524 members 
Entering Unmasked Estep 
Score: -35222192.000000 Penalty: 6230.463867
	Iteration 0F: 3 clusters Score -3.522219e+07 nChanged 138119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144792 members 
Mstep: Class 2 contains 140543 members 
Entering Unmasked Estep 
Score: -35303748.000000 Penalty: 6230.463867
	Iteration 1F: 3 clusters Score -3.530375e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145807 members 
Mstep: Class 2 contains 139528 members 
Entering Unmasked Estep 
Score: -35304772.000000 Penalty: 6230.463867
	Iteration 2Q: 3 clusters Score -3.530477e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147353 members 
Mstep: Class 2 contains 137982 members 
Entering Unmasked Estep 
Score: -35306032.000000 Penalty: 6230.463867
	Iteration 3Q: 3 clusters Score -3.530603e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149753 members 
Mstep: Class 2 contains 135582 members 
Entering Unmasked Estep 
Score: -35307208.000000 Penalty: 6230.463867
	Iteration 4Q: 3 clusters Score -3.530721e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153555 members 
Mstep: Class 2 contains 131780 members 
Entering Unmasked Estep 
Score: -35309228.000000 Penalty: 6230.463867
	Iteration 5Q: 3 clusters Score -3.530923e+07 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159223 members 
Mstep: Class 2 contains 126112 members 
Entering Unmasked Estep 
Score: -35312292.000000 Penalty: 6230.463867
	Iteration 6Q: 3 clusters Score -3.531229e+07 nChanged 11221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167630 members 
Mstep: Class 2 contains 117705 members 
Entering Unmasked Estep 
Score: -35317276.000000 Penalty: 6230.463867
	Iteration 7Q: 3 clusters Score -3.531728e+07 nChanged 14128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179426 members 
Mstep: Class 2 contains 105909 members 
Entering Unmasked Estep 
Score: -35326216.000000 Penalty: 6230.463867
	Iteration 8Q: 3 clusters Score -3.532622e+07 nChanged 16799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193839 members 
Mstep: Class 2 contains 91496 members 
Entering Unmasked Estep 
Score: -35338368.000000 Penalty: 6230.463867
	Iteration 9F: 3 clusters Score -3.533837e+07 nChanged 17708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208801 members 
Mstep: Class 2 contains 76534 members 
Entering Unmasked Estep 
Score: -35352440.000000 Penalty: 6230.463867
	Iteration 10F: 3 clusters Score -3.535244e+07 nChanged 16319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221468 members 
Mstep: Class 2 contains 63867 members 
Entering Unmasked Estep 
Score: -35365016.000000 Penalty: 6230.463867
	Iteration 11F: 3 clusters Score -3.536502e+07 nChanged 13369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230599 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -35374128.000000 Penalty: 6230.463867
	Iteration 12Q: 3 clusters Score -3.537413e+07 nChanged 10226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236365 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -35380008.000000 Penalty: 6230.463867
	Iteration 13Q: 3 clusters Score -3.538001e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240269 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -35383068.000000 Penalty: 6230.463867
	Iteration 14Q: 3 clusters Score -3.538307e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243118 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -35385248.000000 Penalty: 6230.463867
	Iteration 15Q: 3 clusters Score -3.538525e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245353 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -35386972.000000 Penalty: 6230.463867
	Iteration 16Q: 3 clusters Score -3.538697e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247213 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -35387988.000000 Penalty: 6230.463867
	Iteration 17Q: 3 clusters Score -3.538799e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248787 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -35388676.000000 Penalty: 6230.463867
	Iteration 18Q: 3 clusters Score -3.538868e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250273 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -35389544.000000 Penalty: 6230.463867
	Iteration 19Q: 3 clusters Score -3.538954e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251642 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -35390136.000000 Penalty: 6230.463867
	Iteration 20F: 3 clusters Score -3.539014e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252887 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -35390568.000000 Penalty: 6230.463867
	Iteration 21Q: 3 clusters Score -3.539057e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254103 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -35391204.000000 Penalty: 6230.463867
	Iteration 22Q: 3 clusters Score -3.53912e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255264 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -35391648.000000 Penalty: 6230.463867
	Iteration 23Q: 3 clusters Score -3.539165e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256327 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -35392176.000000 Penalty: 6230.463867
	Iteration 24Q: 3 clusters Score -3.539218e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257391 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -35392660.000000 Penalty: 6230.463867
	Iteration 25Q: 3 clusters Score -3.539266e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258416 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -35393140.000000 Penalty: 6230.463867
	Iteration 26Q: 3 clusters Score -3.539314e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259407 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -35393680.000000 Penalty: 6230.463867
	Iteration 27Q: 3 clusters Score -3.539368e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260323 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -35394048.000000 Penalty: 6230.463867
	Iteration 28Q: 3 clusters Score -3.539405e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261229 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -35394424.000000 Penalty: 6230.463867
	Iteration 29Q: 3 clusters Score -3.539442e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262148 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -35394788.000000 Penalty: 6230.463867
	Iteration 30Q: 3 clusters Score -3.539479e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263067 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -35395116.000000 Penalty: 6230.463867
	Iteration 31Q: 3 clusters Score -3.539512e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263894 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -35395428.000000 Penalty: 6230.463867
	Iteration 32Q: 3 clusters Score -3.539543e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264687 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -35395784.000000 Penalty: 6230.463867
	Iteration 33Q: 3 clusters Score -3.539578e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265461 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -35396152.000000 Penalty: 6230.463867
	Iteration 34Q: 3 clusters Score -3.539615e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266214 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -35396388.000000 Penalty: 6230.463867
	Iteration 35Q: 3 clusters Score -3.539639e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266927 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -35396576.000000 Penalty: 6230.463867
	Iteration 36Q: 3 clusters Score -3.539658e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267637 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -35396820.000000 Penalty: 6230.463867
	Iteration 37Q: 3 clusters Score -3.539682e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268271 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -35397060.000000 Penalty: 6230.463867
	Iteration 38Q: 3 clusters Score -3.539706e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268934 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -35397368.000000 Penalty: 6230.463867
	Iteration 39Q: 3 clusters Score -3.539737e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269585 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -35397572.000000 Penalty: 6230.463867
	Iteration 40F: 3 clusters Score -3.539757e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270223 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -35397776.000000 Penalty: 6230.463867
	Iteration 41Q: 3 clusters Score -3.539778e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270836 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -35398012.000000 Penalty: 6230.463867
	Iteration 42Q: 3 clusters Score -3.539801e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271395 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -35398280.000000 Penalty: 6230.463867
	Iteration 43Q: 3 clusters Score -3.539828e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271922 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -35398428.000000 Penalty: 6230.463867
	Iteration 44Q: 3 clusters Score -3.539843e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272413 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -35398612.000000 Penalty: 6230.463867
	Iteration 45Q: 3 clusters Score -3.539861e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272922 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -35398780.000000 Penalty: 6230.463867
	Iteration 46Q: 3 clusters Score -3.539878e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273409 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -35399040.000000 Penalty: 6230.463867
	Iteration 47Q: 3 clusters Score -3.539904e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273858 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -35399172.000000 Penalty: 6230.463867
	Iteration 48Q: 3 clusters Score -3.539917e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274251 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -35399392.000000 Penalty: 6230.463867
	Iteration 49Q: 3 clusters Score -3.539939e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274639 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -35399504.000000 Penalty: 6230.463867
	Iteration 50Q: 3 clusters Score -3.53995e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274994 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -35399720.000000 Penalty: 6230.463867
	Iteration 51Q: 3 clusters Score -3.539972e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275309 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -35399792.000000 Penalty: 6230.463867
	Iteration 52Q: 3 clusters Score -3.539979e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275583 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -35399872.000000 Penalty: 6230.463867
	Iteration 53Q: 3 clusters Score -3.539987e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275827 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -35399936.000000 Penalty: 6230.463867
	Iteration 54Q: 3 clusters Score -3.539994e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276071 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -35399996.000000 Penalty: 6230.463867
	Iteration 55Q: 3 clusters Score -3.54e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276283 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -35400100.000000 Penalty: 6230.463867
	Iteration 56Q: 3 clusters Score -3.54001e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276482 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -35400140.000000 Penalty: 6230.463867
	Iteration 57Q: 3 clusters Score -3.540014e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276680 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -35400260.000000 Penalty: 6230.463867
	Iteration 58Q: 3 clusters Score -3.540026e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276882 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -35400356.000000 Penalty: 6230.463867
	Iteration 59Q: 3 clusters Score -3.540036e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277061 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -35400440.000000 Penalty: 6230.463867
	Iteration 60F: 3 clusters Score -3.540044e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277230 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -35400476.000000 Penalty: 6230.463867
	Iteration 61Q: 3 clusters Score -3.540048e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277401 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -35400540.000000 Penalty: 6230.463867
	Iteration 62Q: 3 clusters Score -3.540054e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277544 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -35400548.000000 Penalty: 6230.463867
	Iteration 63Q: 3 clusters Score -3.540055e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277699 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -35400668.000000 Penalty: 6230.463867
	Iteration 64Q: 3 clusters Score -3.540067e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277831 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -35400720.000000 Penalty: 6230.463867
	Iteration 65Q: 3 clusters Score -3.540072e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277968 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -35400744.000000 Penalty: 6230.463867
	Iteration 66Q: 3 clusters Score -3.540074e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278087 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -35400776.000000 Penalty: 6230.463867
	Iteration 67Q: 3 clusters Score -3.540078e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278202 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -35400832.000000 Penalty: 6230.463867
	Iteration 68Q: 3 clusters Score -3.540083e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278319 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -35400860.000000 Penalty: 6230.463867
	Iteration 69Q: 3 clusters Score -3.540086e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278428 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -35400928.000000 Penalty: 6230.463867
	Iteration 70Q: 3 clusters Score -3.540093e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278535 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -35400980.000000 Penalty: 6230.463867
	Iteration 71Q: 3 clusters Score -3.540098e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278607 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -35400988.000000 Penalty: 6230.463867
	Iteration 72Q: 3 clusters Score -3.540099e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278681 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -35401004.000000 Penalty: 6230.463867
	Iteration 73Q: 3 clusters Score -3.5401e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278754 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -35401056.000000 Penalty: 6230.463867
	Iteration 74Q: 3 clusters Score -3.540106e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278828 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -35401076.000000 Penalty: 6230.463867
	Iteration 75Q: 3 clusters Score -3.540108e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278923 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -35401108.000000 Penalty: 6230.463867
	Iteration 76Q: 3 clusters Score -3.540111e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278998 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -35401156.000000 Penalty: 6230.463867
	Iteration 77Q: 3 clusters Score -3.540116e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279068 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -35401160.000000 Penalty: 6230.463867
	Iteration 78Q: 3 clusters Score -3.540116e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279140 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -35401184.000000 Penalty: 6230.463867
	Iteration 79Q: 3 clusters Score -3.540118e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279214 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -35401188.000000 Penalty: 6230.463867
	Iteration 80F: 3 clusters Score -3.540119e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279279 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -35401184.000000 Penalty: 6230.463867
	Iteration 81Q: 3 clusters Score -3.540118e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279339 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -35401196.000000 Penalty: 6230.463867
	Iteration 82Q: 3 clusters Score -3.54012e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279390 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -35401192.000000 Penalty: 6230.463867
	Iteration 83Q: 3 clusters Score -3.540119e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279430 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -35401212.000000 Penalty: 6230.463867
	Iteration 84Q: 3 clusters Score -3.540121e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279464 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -35401188.000000 Penalty: 6230.463867
	Iteration 85Q: 3 clusters Score -3.540119e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279501 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -35401248.000000 Penalty: 6230.463867
	Iteration 86Q: 3 clusters Score -3.540125e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279554 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -35401240.000000 Penalty: 6230.463867
	Iteration 87Q: 3 clusters Score -3.540124e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279607 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -35401224.000000 Penalty: 6230.463867
	Iteration 88Q: 3 clusters Score -3.540122e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279675 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -35401276.000000 Penalty: 6230.463867
	Iteration 89Q: 3 clusters Score -3.540128e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279728 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -35401304.000000 Penalty: 6230.463867
	Iteration 90Q: 3 clusters Score -3.54013e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279771 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -35401332.000000 Penalty: 6230.463867
	Iteration 91Q: 3 clusters Score -3.540133e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279822 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -35401380.000000 Penalty: 6230.463867
	Iteration 92Q: 3 clusters Score -3.540138e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279874 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -35401396.000000 Penalty: 6230.463867
	Iteration 93Q: 3 clusters Score -3.54014e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279913 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -35401420.000000 Penalty: 6230.463867
	Iteration 94Q: 3 clusters Score -3.540142e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279951 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -35401432.000000 Penalty: 6230.463867
	Iteration 95Q: 3 clusters Score -3.540143e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280000 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -35401512.000000 Penalty: 6230.463867
	Iteration 96Q: 3 clusters Score -3.540151e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280046 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -35401520.000000 Penalty: 6230.463867
	Iteration 97Q: 3 clusters Score -3.540152e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280094 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -35401536.000000 Penalty: 6230.463867
	Iteration 98Q: 3 clusters Score -3.540154e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280147 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -35401544.000000 Penalty: 6230.463867
	Iteration 99Q: 3 clusters Score -3.540154e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280189 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -35401572.000000 Penalty: 6230.463867
	Iteration 100F: 3 clusters Score -3.540157e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280223 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -35401556.000000 Penalty: 6230.463867
	Iteration 101Q: 3 clusters Score -3.540156e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280257 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -35401584.000000 Penalty: 6230.463867
	Iteration 102Q: 3 clusters Score -3.540158e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280298 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -35401588.000000 Penalty: 6230.463867
	Iteration 103Q: 3 clusters Score -3.540159e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280347 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -35401608.000000 Penalty: 6230.463867
	Iteration 104Q: 3 clusters Score -3.540161e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280389 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -35401644.000000 Penalty: 6230.463867
	Iteration 105Q: 3 clusters Score -3.540164e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280434 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -35401656.000000 Penalty: 6230.463867
	Iteration 106Q: 3 clusters Score -3.540166e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280481 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -35401716.000000 Penalty: 6230.463867
	Iteration 107Q: 3 clusters Score -3.540172e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280523 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -35401736.000000 Penalty: 6230.463867
	Iteration 108Q: 3 clusters Score -3.540174e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280548 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -35401720.000000 Penalty: 6230.463867
	Iteration 109Q: 3 clusters Score -3.540172e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280574 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -35401744.000000 Penalty: 6230.463867
	Iteration 110Q: 3 clusters Score -3.540174e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280599 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -35401764.000000 Penalty: 6230.463867
	Iteration 111Q: 3 clusters Score -3.540176e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280628 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -35401796.000000 Penalty: 6230.463867
	Iteration 112Q: 3 clusters Score -3.54018e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280654 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -35401756.000000 Penalty: 6230.463867
	Iteration 113Q: 3 clusters Score -3.540176e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280678 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -35401768.000000 Penalty: 6230.463867
	Iteration 114Q: 3 clusters Score -3.540177e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280692 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -35401788.000000 Penalty: 6230.463867
	Iteration 115Q: 3 clusters Score -3.540179e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280704 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -35401812.000000 Penalty: 6230.463867
	Iteration 116Q: 3 clusters Score -3.540181e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280713 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -35401804.000000 Penalty: 6230.463867
	Iteration 117Q: 3 clusters Score -3.54018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280724 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -35401844.000000 Penalty: 6230.463867
	Iteration 118Q: 3 clusters Score -3.540184e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280739 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -35401828.000000 Penalty: 6230.463867
	Iteration 119Q: 3 clusters Score -3.540183e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280757 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -35401836.000000 Penalty: 6230.463867
	Iteration 120F: 3 clusters Score -3.540184e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280769 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -35401836.000000 Penalty: 6230.463867
	Iteration 121Q: 3 clusters Score -3.540184e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280786 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -35401876.000000 Penalty: 6230.463867
	Iteration 122Q: 3 clusters Score -3.540188e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280811 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -35401896.000000 Penalty: 6230.463867
	Iteration 123Q: 3 clusters Score -3.54019e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280841 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -35401904.000000 Penalty: 6230.463867
	Iteration 124Q: 3 clusters Score -3.54019e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280874 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -35401924.000000 Penalty: 6230.463867
	Iteration 125Q: 3 clusters Score -3.540192e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280912 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -35401964.000000 Penalty: 6230.463867
	Iteration 126Q: 3 clusters Score -3.540196e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280939 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -35401956.000000 Penalty: 6230.463867
	Iteration 127Q: 3 clusters Score -3.540196e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280969 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -35401952.000000 Penalty: 6230.463867
	Iteration 128Q: 3 clusters Score -3.540195e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280989 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -35401956.000000 Penalty: 6230.463867
	Iteration 129Q: 3 clusters Score -3.540196e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281010 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -35401932.000000 Penalty: 6230.463867
	Iteration 130Q: 3 clusters Score -3.540193e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281033 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -35401964.000000 Penalty: 6230.463867
	Iteration 131Q: 3 clusters Score -3.540196e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281045 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -35401984.000000 Penalty: 6230.463867
	Iteration 132Q: 3 clusters Score -3.540198e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281065 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -35401984.000000 Penalty: 6230.463867
	Iteration 133Q: 3 clusters Score -3.540198e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281084 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -35401968.000000 Penalty: 6230.463867
	Iteration 134Q: 3 clusters Score -3.540197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281098 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -35401980.000000 Penalty: 6230.463867
	Iteration 135Q: 3 clusters Score -3.540198e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281117 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -35401988.000000 Penalty: 6230.463867
	Iteration 136Q: 3 clusters Score -3.540199e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281132 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -35401988.000000 Penalty: 6230.463867
	Iteration 137Q: 3 clusters Score -3.540199e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281144 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -35402000.000000 Penalty: 6230.463867
	Iteration 138Q: 3 clusters Score -3.5402e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281158 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -35401980.000000 Penalty: 6230.463867
	Iteration 139Q: 3 clusters Score -3.540198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281166 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -35401984.000000 Penalty: 6230.463867
	Iteration 140F: 3 clusters Score -3.540198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281178 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -35401988.000000 Penalty: 6230.463867
	Iteration 141Q: 3 clusters Score -3.540199e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281196 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -35401956.000000 Penalty: 6230.463867
	Iteration 142Q: 3 clusters Score -3.540196e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281215 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -35401940.000000 Penalty: 6230.463867
	Iteration 143Q: 3 clusters Score -3.540194e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281229 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -35401944.000000 Penalty: 6230.463867
	Iteration 144Q: 3 clusters Score -3.540194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281245 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -35401956.000000 Penalty: 6230.463867
	Iteration 145Q: 3 clusters Score -3.540196e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281257 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -35401964.000000 Penalty: 6230.463867
	Iteration 146Q: 3 clusters Score -3.540196e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281270 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -35402008.000000 Penalty: 6230.463867
	Iteration 147Q: 3 clusters Score -3.540201e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281282 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -35401984.000000 Penalty: 6230.463867
	Iteration 148Q: 3 clusters Score -3.540198e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281303 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -35401960.000000 Penalty: 6230.463867
	Iteration 149Q: 3 clusters Score -3.540196e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281314 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -35401956.000000 Penalty: 6230.463867
	Iteration 150Q: 3 clusters Score -3.540196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281317 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -35401960.000000 Penalty: 6230.463867
	Iteration 151Q: 3 clusters Score -3.540196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281324 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -35401996.000000 Penalty: 6230.463867
	Iteration 152Q: 3 clusters Score -3.5402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281332 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -35401988.000000 Penalty: 6230.463867
	Iteration 153Q: 3 clusters Score -3.540199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281336 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -35401996.000000 Penalty: 6230.463867
	Iteration 154Q: 3 clusters Score -3.5402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281341 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -35402004.000000 Penalty: 6230.463867
	Iteration 155Q: 3 clusters Score -3.5402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281345 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -35402016.000000 Penalty: 6230.463867
	Iteration 156Q: 3 clusters Score -3.540202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281352 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -35402008.000000 Penalty: 6230.463867
	Iteration 157Q: 3 clusters Score -3.540201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281356 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -35401996.000000 Penalty: 6230.463867
	Iteration 158Q: 3 clusters Score -3.5402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281362 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -35402016.000000 Penalty: 6230.463867
	Iteration 159Q: 3 clusters Score -3.540202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281370 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -35401988.000000 Penalty: 6230.463867
	Iteration 160F: 3 clusters Score -3.540199e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281382 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -35402004.000000 Penalty: 6230.463867
	Iteration 161Q: 3 clusters Score -3.5402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281390 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -35402000.000000 Penalty: 6230.463867
	Iteration 162Q: 3 clusters Score -3.5402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281397 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -35402024.000000 Penalty: 6230.463867
	Iteration 163Q: 3 clusters Score -3.540202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281401 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -35402032.000000 Penalty: 6230.463867
	Iteration 164Q: 3 clusters Score -3.540203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281404 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -35402056.000000 Penalty: 6230.463867
	Iteration 165Q: 3 clusters Score -3.540206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281407 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -35402064.000000 Penalty: 6230.463867
	Iteration 166Q: 3 clusters Score -3.540206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281413 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -35402084.000000 Penalty: 6230.463867
	Iteration 167Q: 3 clusters Score -3.540208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281417 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -35402056.000000 Penalty: 6230.463867
	Iteration 168Q: 3 clusters Score -3.540206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281422 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -35402052.000000 Penalty: 6230.463867
	Iteration 169Q: 3 clusters Score -3.540205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281424 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -35402052.000000 Penalty: 6230.463867
	Iteration 170Q: 3 clusters Score -3.540205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281429 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -35402056.000000 Penalty: 6230.463867
	Iteration 171Q: 3 clusters Score -3.540206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281431 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -35402052.000000 Penalty: 6230.463867
	Iteration 172Q: 3 clusters Score -3.540205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281432 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -35402060.000000 Penalty: 6230.463867
	Iteration 173Q: 3 clusters Score -3.540206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281433 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -35402040.000000 Penalty: 6230.463867
	Iteration 174Q: 3 clusters Score -3.540204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281432 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -35402072.000000 Penalty: 6230.463867
	Iteration 175Q: 3 clusters Score -3.540207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281432 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -35402072.000000 Penalty: 6230.463867
	Iteration 176F: 3 clusters Score -3.540207e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Entering Unmasked Estep 
Score: -288214.781250 Penalty: 1955.934570
	Iteration 0F: 2 clusters Score -288214.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -285162.593750 Penalty: 3911.869141
	Iteration 0F: 3 clusters Score -285162.6 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -285734.031250 Penalty: 3911.869141
	Iteration 1F: 3 clusters Score -285734 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -285904.187500 Penalty: 3911.869141
	Iteration 2F: 3 clusters Score -285904.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -285995.906250 Penalty: 3911.869141
	Iteration 3F: 3 clusters Score -285995.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -286059.218750 Penalty: 3911.869141
	Iteration 4Q: 3 clusters Score -286059.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -286110.656250 Penalty: 3911.869141
	Iteration 5Q: 3 clusters Score -286110.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -286142.500000 Penalty: 3911.869141
	Iteration 6Q: 3 clusters Score -286142.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -286164.781250 Penalty: 3911.869141
	Iteration 7Q: 3 clusters Score -286164.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -286185.031250 Penalty: 3911.869141
	Iteration 8Q: 3 clusters Score -286185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -286196.968750 Penalty: 3911.869141
	Iteration 9Q: 3 clusters Score -286197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -286210.218750 Penalty: 3911.869141
	Iteration 10Q: 3 clusters Score -286210.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -286220.718750 Penalty: 3911.869141
	Iteration 11Q: 3 clusters Score -286220.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -286226.906250 Penalty: 3911.869141
	Iteration 12Q: 3 clusters Score -286226.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -286232.375000 Penalty: 3911.869141
	Iteration 13Q: 3 clusters Score -286232.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -286234.218750 Penalty: 3911.869141
	Iteration 14Q: 3 clusters Score -286234.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -286235.906250 Penalty: 3911.869141
	Iteration 15Q: 3 clusters Score -286235.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -286237.656250 Penalty: 3911.869141
	Iteration 16Q: 3 clusters Score -286237.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -286239.218750 Penalty: 3911.869141
	Iteration 17Q: 3 clusters Score -286239.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -286244.093750 Penalty: 3911.869141
	Iteration 18Q: 3 clusters Score -286244.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -286247.593750 Penalty: 3911.869141
	Iteration 19Q: 3 clusters Score -286247.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -286249.593750 Penalty: 3911.869141
	Iteration 20F: 3 clusters Score -286249.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -286249.937500 Penalty: 3911.869141
	Iteration 21Q: 3 clusters Score -286249.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -286250.125000 Penalty: 3911.869141
	Iteration 22Q: 3 clusters Score -286250.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -286250.375000 Penalty: 3911.869141
	Iteration 23Q: 3 clusters Score -286250.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -286250.437500 Penalty: 3911.869141
	Iteration 24Q: 3 clusters Score -286250.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -286251.437500 Penalty: 3911.869141
	Iteration 25Q: 3 clusters Score -286251.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -286251.625000 Penalty: 3911.869141
	Iteration 26Q: 3 clusters Score -286251.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -286251.875000 Penalty: 3911.869141
	Iteration 27Q: 3 clusters Score -286251.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -286251.875000 Penalty: 3911.869141
	Iteration 28F: 3 clusters Score -286251.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Entering Unmasked Estep 
Score: -1045077.625000 Penalty: 2253.950928
	Iteration 0F: 2 clusters Score -1045078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1038103.500000 Penalty: 4507.901855
	Iteration 0F: 3 clusters Score -1038104 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1040067.500000 Penalty: 4507.901855
	Iteration 1F: 3 clusters Score -1040068 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1040402.687500 Penalty: 4507.901855
	Iteration 2F: 3 clusters Score -1040403 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1040665.062500 Penalty: 4507.901855
	Iteration 3F: 3 clusters Score -1040665 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1040959.312500 Penalty: 4507.901855
	Iteration 4Q: 3 clusters Score -1040959 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1041304.000000 Penalty: 4507.901855
	Iteration 5Q: 3 clusters Score -1041304 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1041632.062500 Penalty: 4507.901855
	Iteration 6F: 3 clusters Score -1041632 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1041989.687500 Penalty: 4507.901855
	Iteration 7F: 3 clusters Score -1041990 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1042350.312500 Penalty: 4507.901855
	Iteration 8F: 3 clusters Score -1042350 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1042683.625000 Penalty: 4507.901855
	Iteration 9F: 3 clusters Score -1042684 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1042936.750000 Penalty: 4507.901855
	Iteration 10Q: 3 clusters Score -1042937 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1043158.250000 Penalty: 4507.901855
	Iteration 11Q: 3 clusters Score -1043158 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1043331.000000 Penalty: 4507.901855
	Iteration 12Q: 3 clusters Score -1043331 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1043446.812500 Penalty: 4507.901855
	Iteration 13Q: 3 clusters Score -1043447 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1043533.750000 Penalty: 4507.901855
	Iteration 14Q: 3 clusters Score -1043534 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1043594.687500 Penalty: 4507.901855
	Iteration 15Q: 3 clusters Score -1043595 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1043638.375000 Penalty: 4507.901855
	Iteration 16Q: 3 clusters Score -1043638 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1043667.625000 Penalty: 4507.901855
	Iteration 17Q: 3 clusters Score -1043668 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1043688.125000 Penalty: 4507.901855
	Iteration 18Q: 3 clusters Score -1043688 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1043699.812500 Penalty: 4507.901855
	Iteration 19Q: 3 clusters Score -1043700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1043711.250000 Penalty: 4507.901855
	Iteration 20F: 3 clusters Score -1043711 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1043719.500000 Penalty: 4507.901855
	Iteration 21Q: 3 clusters Score -1043720 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1043728.812500 Penalty: 4507.901855
	Iteration 22Q: 3 clusters Score -1043729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1043738.500000 Penalty: 4507.901855
	Iteration 23Q: 3 clusters Score -1043738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1043746.125000 Penalty: 4507.901855
	Iteration 24Q: 3 clusters Score -1043746 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1043762.250000 Penalty: 4507.901855
	Iteration 25Q: 3 clusters Score -1043762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1043778.250000 Penalty: 4507.901855
	Iteration 26Q: 3 clusters Score -1043778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1043790.500000 Penalty: 4507.901855
	Iteration 27Q: 3 clusters Score -1043790 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1043803.625000 Penalty: 4507.901855
	Iteration 28Q: 3 clusters Score -1043804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1043822.000000 Penalty: 4507.901855
	Iteration 29Q: 3 clusters Score -1043822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1043837.312500 Penalty: 4507.901855
	Iteration 30Q: 3 clusters Score -1043837 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1043845.500000 Penalty: 4507.901855
	Iteration 31Q: 3 clusters Score -1043846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1043858.750000 Penalty: 4507.901855
	Iteration 32Q: 3 clusters Score -1043859 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1043874.437500 Penalty: 4507.901855
	Iteration 33Q: 3 clusters Score -1043874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1043876.812500 Penalty: 4507.901855
	Iteration 34Q: 3 clusters Score -1043877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1043880.625000 Penalty: 4507.901855
	Iteration 35Q: 3 clusters Score -1043881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1043886.125000 Penalty: 4507.901855
	Iteration 36Q: 3 clusters Score -1043886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1043888.875000 Penalty: 4507.901855
	Iteration 37Q: 3 clusters Score -1043889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1043893.312500 Penalty: 4507.901855
	Iteration 38Q: 3 clusters Score -1043893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1043897.125000 Penalty: 4507.901855
	Iteration 39Q: 3 clusters Score -1043897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1043899.000000 Penalty: 4507.901855
	Iteration 40F: 3 clusters Score -1043899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1043902.687500 Penalty: 4507.901855
	Iteration 41Q: 3 clusters Score -1043903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1043904.562500 Penalty: 4507.901855
	Iteration 42Q: 3 clusters Score -1043905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1043910.062500 Penalty: 4507.901855
	Iteration 43Q: 3 clusters Score -1043910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1043913.937500 Penalty: 4507.901855
	Iteration 44Q: 3 clusters Score -1043914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1043922.437500 Penalty: 4507.901855
	Iteration 45Q: 3 clusters Score -1043922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1043931.312500 Penalty: 4507.901855
	Iteration 46Q: 3 clusters Score -1043931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1043935.687500 Penalty: 4507.901855
	Iteration 47Q: 3 clusters Score -1043936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1043941.375000 Penalty: 4507.901855
	Iteration 48Q: 3 clusters Score -1043941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1043946.937500 Penalty: 4507.901855
	Iteration 49Q: 3 clusters Score -1043947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1043956.125000 Penalty: 4507.901855
	Iteration 50Q: 3 clusters Score -1043956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1043969.500000 Penalty: 4507.901855
	Iteration 51Q: 3 clusters Score -1043970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1043972.625000 Penalty: 4507.901855
	Iteration 52Q: 3 clusters Score -1043973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1043979.625000 Penalty: 4507.901855
	Iteration 53Q: 3 clusters Score -1043980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1043986.312500 Penalty: 4507.901855
	Iteration 54Q: 3 clusters Score -1043986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1043989.937500 Penalty: 4507.901855
	Iteration 55Q: 3 clusters Score -1043990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1043991.000000 Penalty: 4507.901855
	Iteration 56Q: 3 clusters Score -1043991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1043996.312500 Penalty: 4507.901855
	Iteration 57Q: 3 clusters Score -1043996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1044001.375000 Penalty: 4507.901855
	Iteration 58Q: 3 clusters Score -1044001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1044008.812500 Penalty: 4507.901855
	Iteration 59Q: 3 clusters Score -1044009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1044013.125000 Penalty: 4507.901855
	Iteration 60F: 3 clusters Score -1044013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1044015.750000 Penalty: 4507.901855
	Iteration 61Q: 3 clusters Score -1044016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1044019.000000 Penalty: 4507.901855
	Iteration 62Q: 3 clusters Score -1044019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1044022.500000 Penalty: 4507.901855
	Iteration 63Q: 3 clusters Score -1044022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1044027.187500 Penalty: 4507.901855
	Iteration 64Q: 3 clusters Score -1044027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1044027.687500 Penalty: 4507.901855
	Iteration 65Q: 3 clusters Score -1044028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1044028.000000 Penalty: 4507.901855
	Iteration 66Q: 3 clusters Score -1044028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1044030.500000 Penalty: 4507.901855
	Iteration 67Q: 3 clusters Score -1044030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1044030.125000 Penalty: 4507.901855
	Iteration 68Q: 3 clusters Score -1044030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1044030.937500 Penalty: 4507.901855
	Iteration 69Q: 3 clusters Score -1044031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1044030.187500 Penalty: 4507.901855
	Iteration 70Q: 3 clusters Score -1044030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1044032.062500 Penalty: 4507.901855
	Iteration 71Q: 3 clusters Score -1044032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1044031.562500 Penalty: 4507.901855
	Iteration 72Q: 3 clusters Score -1044032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1044032.687500 Penalty: 4507.901855
	Iteration 73Q: 3 clusters Score -1044033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1044033.312500 Penalty: 4507.901855
	Iteration 74Q: 3 clusters Score -1044033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1044036.000000 Penalty: 4507.901855
	Iteration 75Q: 3 clusters Score -1044036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1044037.562500 Penalty: 4507.901855
	Iteration 76Q: 3 clusters Score -1044038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1044038.562500 Penalty: 4507.901855
	Iteration 77Q: 3 clusters Score -1044039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1044041.312500 Penalty: 4507.901855
	Iteration 78Q: 3 clusters Score -1044041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1044044.375000 Penalty: 4507.901855
	Iteration 79Q: 3 clusters Score -1044044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1044047.625000 Penalty: 4507.901855
	Iteration 80F: 3 clusters Score -1044048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1044046.187500 Penalty: 4507.901855
	Iteration 81Q: 3 clusters Score -1044046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1044048.312500 Penalty: 4507.901855
	Iteration 82Q: 3 clusters Score -1044048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1044047.812500 Penalty: 4507.901855
	Iteration 83Q: 3 clusters Score -1044048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1044047.812500 Penalty: 4507.901855
	Iteration 84F: 3 clusters Score -1044048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Entering Unmasked Estep 
Score: -762172.062500 Penalty: 2170.836182
	Iteration 0F: 2 clusters Score -762172.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -756823.875000 Penalty: 4341.672363
	Iteration 0F: 3 clusters Score -756823.9 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -758236.375000 Penalty: 4341.672363
	Iteration 1F: 3 clusters Score -758236.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -758501.250000 Penalty: 4341.672363
	Iteration 2F: 3 clusters Score -758501.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -758654.437500 Penalty: 4341.672363
	Iteration 3F: 3 clusters Score -758654.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -758762.062500 Penalty: 4341.672363
	Iteration 4Q: 3 clusters Score -758762.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -758849.312500 Penalty: 4341.672363
	Iteration 5Q: 3 clusters Score -758849.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -758938.562500 Penalty: 4341.672363
	Iteration 6Q: 3 clusters Score -758938.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -759011.437500 Penalty: 4341.672363
	Iteration 7Q: 3 clusters Score -759011.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -759092.312500 Penalty: 4341.672363
	Iteration 8Q: 3 clusters Score -759092.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -759155.375000 Penalty: 4341.672363
	Iteration 9Q: 3 clusters Score -759155.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -759221.000000 Penalty: 4341.672363
	Iteration 10Q: 3 clusters Score -759221 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -759310.250000 Penalty: 4341.672363
	Iteration 11Q: 3 clusters Score -759310.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -759432.562500 Penalty: 4341.672363
	Iteration 12Q: 3 clusters Score -759432.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -759580.937500 Penalty: 4341.672363
	Iteration 13Q: 3 clusters Score -759580.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -759722.250000 Penalty: 4341.672363
	Iteration 14Q: 3 clusters Score -759722.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -759895.375000 Penalty: 4341.672363
	Iteration 15Q: 3 clusters Score -759895.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -760061.812500 Penalty: 4341.672363
	Iteration 16Q: 3 clusters Score -760061.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -760242.187500 Penalty: 4341.672363
	Iteration 17Q: 3 clusters Score -760242.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -760386.500000 Penalty: 4341.672363
	Iteration 18Q: 3 clusters Score -760386.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -760506.437500 Penalty: 4341.672363
	Iteration 19Q: 3 clusters Score -760506.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -760590.875000 Penalty: 4341.672363
	Iteration 20F: 3 clusters Score -760590.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -760674.375000 Penalty: 4341.672363
	Iteration 21Q: 3 clusters Score -760674.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -760740.062500 Penalty: 4341.672363
	Iteration 22Q: 3 clusters Score -760740.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -760802.250000 Penalty: 4341.672363
	Iteration 23Q: 3 clusters Score -760802.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -760853.562500 Penalty: 4341.672363
	Iteration 24Q: 3 clusters Score -760853.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -760895.187500 Penalty: 4341.672363
	Iteration 25Q: 3 clusters Score -760895.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -760928.750000 Penalty: 4341.672363
	Iteration 26Q: 3 clusters Score -760928.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -760951.812500 Penalty: 4341.672363
	Iteration 27Q: 3 clusters Score -760951.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -760968.375000 Penalty: 4341.672363
	Iteration 28Q: 3 clusters Score -760968.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -760982.937500 Penalty: 4341.672363
	Iteration 29Q: 3 clusters Score -760982.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -760996.500000 Penalty: 4341.672363
	Iteration 30Q: 3 clusters Score -760996.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -761002.375000 Penalty: 4341.672363
	Iteration 31Q: 3 clusters Score -761002.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -761008.437500 Penalty: 4341.672363
	Iteration 32Q: 3 clusters Score -761008.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -761009.875000 Penalty: 4341.672363
	Iteration 33Q: 3 clusters Score -761009.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -761012.812500 Penalty: 4341.672363
	Iteration 34Q: 3 clusters Score -761012.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -761017.562500 Penalty: 4341.672363
	Iteration 35Q: 3 clusters Score -761017.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -761021.250000 Penalty: 4341.672363
	Iteration 36Q: 3 clusters Score -761021.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -761022.437500 Penalty: 4341.672363
	Iteration 37Q: 3 clusters Score -761022.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -761024.000000 Penalty: 4341.672363
	Iteration 38Q: 3 clusters Score -761024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -761025.062500 Penalty: 4341.672363
	Iteration 39Q: 3 clusters Score -761025.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -761027.125000 Penalty: 4341.672363
	Iteration 40F: 3 clusters Score -761027.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -761028.000000 Penalty: 4341.672363
	Iteration 41Q: 3 clusters Score -761028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -761032.875000 Penalty: 4341.672363
	Iteration 42Q: 3 clusters Score -761032.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -761038.750000 Penalty: 4341.672363
	Iteration 43Q: 3 clusters Score -761038.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -761042.062500 Penalty: 4341.672363
	Iteration 44Q: 3 clusters Score -761042.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -761051.125000 Penalty: 4341.672363
	Iteration 45Q: 3 clusters Score -761051.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -761063.062500 Penalty: 4341.672363
	Iteration 46Q: 3 clusters Score -761063.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -761085.437500 Penalty: 4341.672363
	Iteration 47Q: 3 clusters Score -761085.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -761094.437500 Penalty: 4341.672363
	Iteration 48Q: 3 clusters Score -761094.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -761104.187500 Penalty: 4341.672363
	Iteration 49Q: 3 clusters Score -761104.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -761110.062500 Penalty: 4341.672363
	Iteration 50Q: 3 clusters Score -761110.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -761113.625000 Penalty: 4341.672363
	Iteration 51Q: 3 clusters Score -761113.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -761114.562500 Penalty: 4341.672363
	Iteration 52Q: 3 clusters Score -761114.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -761115.562500 Penalty: 4341.672363
	Iteration 53Q: 3 clusters Score -761115.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -761117.625000 Penalty: 4341.672363
	Iteration 54Q: 3 clusters Score -761117.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -761117.125000 Penalty: 4341.672363
	Iteration 55Q: 3 clusters Score -761117.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -761117.125000 Penalty: 4341.672363
	Iteration 56F: 3 clusters Score -761117.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Entering Unmasked Estep 
Score: -1660567.000000 Penalty: 2357.190430
	Iteration 0F: 2 clusters Score -1660567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1650655.250000 Penalty: 4714.380859
	Iteration 0F: 3 clusters Score -1650655 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1653622.875000 Penalty: 4714.380859
	Iteration 1F: 3 clusters Score -1653623 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1653957.000000 Penalty: 4714.380859
	Iteration 2F: 3 clusters Score -1653957 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1654228.625000 Penalty: 4714.380859
	Iteration 3Q: 3 clusters Score -1654229 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1654452.000000 Penalty: 4714.380859
	Iteration 4Q: 3 clusters Score -1654452 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1654650.250000 Penalty: 4714.380859
	Iteration 5Q: 3 clusters Score -1654650 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1654861.625000 Penalty: 4714.380859
	Iteration 6Q: 3 clusters Score -1654862 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1655056.750000 Penalty: 4714.380859
	Iteration 7Q: 3 clusters Score -1655057 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1655256.750000 Penalty: 4714.380859
	Iteration 8Q: 3 clusters Score -1655257 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1655468.125000 Penalty: 4714.380859
	Iteration 9Q: 3 clusters Score -1655468 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1655723.500000 Penalty: 4714.380859
	Iteration 10Q: 3 clusters Score -1655724 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1655970.250000 Penalty: 4714.380859
	Iteration 11Q: 3 clusters Score -1655970 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1656217.000000 Penalty: 4714.380859
	Iteration 12Q: 3 clusters Score -1656217 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1656489.750000 Penalty: 4714.380859
	Iteration 13Q: 3 clusters Score -1656490 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1656793.125000 Penalty: 4714.380859
	Iteration 14Q: 3 clusters Score -1656793 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1657055.125000 Penalty: 4714.380859
	Iteration 15Q: 3 clusters Score -1657055 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1657289.250000 Penalty: 4714.380859
	Iteration 16Q: 3 clusters Score -1657289 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1657448.250000 Penalty: 4714.380859
	Iteration 17Q: 3 clusters Score -1657448 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1657563.375000 Penalty: 4714.380859
	Iteration 18Q: 3 clusters Score -1657563 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1657650.875000 Penalty: 4714.380859
	Iteration 19Q: 3 clusters Score -1657651 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1657711.500000 Penalty: 4714.380859
	Iteration 20F: 3 clusters Score -1657712 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1657763.625000 Penalty: 4714.380859
	Iteration 21Q: 3 clusters Score -1657764 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1657816.250000 Penalty: 4714.380859
	Iteration 22Q: 3 clusters Score -1657816 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1657875.625000 Penalty: 4714.380859
	Iteration 23Q: 3 clusters Score -1657876 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1657924.375000 Penalty: 4714.380859
	Iteration 24Q: 3 clusters Score -1657924 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1657969.375000 Penalty: 4714.380859
	Iteration 25Q: 3 clusters Score -1657969 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1658000.625000 Penalty: 4714.380859
	Iteration 26Q: 3 clusters Score -1658001 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1658025.500000 Penalty: 4714.380859
	Iteration 27Q: 3 clusters Score -1658026 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1658060.125000 Penalty: 4714.380859
	Iteration 28Q: 3 clusters Score -1658060 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1658077.125000 Penalty: 4714.380859
	Iteration 29Q: 3 clusters Score -1658077 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1658105.250000 Penalty: 4714.380859
	Iteration 30Q: 3 clusters Score -1658105 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1658133.375000 Penalty: 4714.380859
	Iteration 31Q: 3 clusters Score -1658133 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1658153.375000 Penalty: 4714.380859
	Iteration 32Q: 3 clusters Score -1658153 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1658172.250000 Penalty: 4714.380859
	Iteration 33Q: 3 clusters Score -1658172 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1658194.000000 Penalty: 4714.380859
	Iteration 34Q: 3 clusters Score -1658194 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1658210.375000 Penalty: 4714.380859
	Iteration 35Q: 3 clusters Score -1658210 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1658235.750000 Penalty: 4714.380859
	Iteration 36Q: 3 clusters Score -1658236 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1658255.000000 Penalty: 4714.380859
	Iteration 37Q: 3 clusters Score -1658255 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1658287.375000 Penalty: 4714.380859
	Iteration 38Q: 3 clusters Score -1658287 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1658315.375000 Penalty: 4714.380859
	Iteration 39Q: 3 clusters Score -1658315 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1658339.625000 Penalty: 4714.380859
	Iteration 40F: 3 clusters Score -1658340 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1658378.375000 Penalty: 4714.380859
	Iteration 41Q: 3 clusters Score -1658378 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1658410.875000 Penalty: 4714.380859
	Iteration 42Q: 3 clusters Score -1658411 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1658445.375000 Penalty: 4714.380859
	Iteration 43Q: 3 clusters Score -1658445 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1658465.875000 Penalty: 4714.380859
	Iteration 44Q: 3 clusters Score -1658466 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1658490.500000 Penalty: 4714.380859
	Iteration 45Q: 3 clusters Score -1658490 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1658508.000000 Penalty: 4714.380859
	Iteration 46Q: 3 clusters Score -1658508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1658527.500000 Penalty: 4714.380859
	Iteration 47Q: 3 clusters Score -1658528 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1658542.875000 Penalty: 4714.380859
	Iteration 48Q: 3 clusters Score -1658543 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1658552.875000 Penalty: 4714.380859
	Iteration 49Q: 3 clusters Score -1658553 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1658568.125000 Penalty: 4714.380859
	Iteration 50Q: 3 clusters Score -1658568 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1658589.000000 Penalty: 4714.380859
	Iteration 51Q: 3 clusters Score -1658589 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1658601.500000 Penalty: 4714.380859
	Iteration 52Q: 3 clusters Score -1658602 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1658611.000000 Penalty: 4714.380859
	Iteration 53Q: 3 clusters Score -1658611 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1658617.875000 Penalty: 4714.380859
	Iteration 54Q: 3 clusters Score -1658618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1658635.000000 Penalty: 4714.380859
	Iteration 55Q: 3 clusters Score -1658635 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1658644.000000 Penalty: 4714.380859
	Iteration 56Q: 3 clusters Score -1658644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1658651.875000 Penalty: 4714.380859
	Iteration 57Q: 3 clusters Score -1658652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1658660.125000 Penalty: 4714.380859
	Iteration 58Q: 3 clusters Score -1658660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1658669.000000 Penalty: 4714.380859
	Iteration 59Q: 3 clusters Score -1658669 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1658680.250000 Penalty: 4714.380859
	Iteration 60F: 3 clusters Score -1658680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1658691.000000 Penalty: 4714.380859
	Iteration 61Q: 3 clusters Score -1658691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1658693.125000 Penalty: 4714.380859
	Iteration 62Q: 3 clusters Score -1658693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1658692.000000 Penalty: 4714.380859
	Iteration 63Q: 3 clusters Score -1658692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1658700.250000 Penalty: 4714.380859
	Iteration 64Q: 3 clusters Score -1658700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1658703.250000 Penalty: 4714.380859
	Iteration 65Q: 3 clusters Score -1658703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1658710.750000 Penalty: 4714.380859
	Iteration 66Q: 3 clusters Score -1658711 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1658716.250000 Penalty: 4714.380859
	Iteration 67Q: 3 clusters Score -1658716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1658723.750000 Penalty: 4714.380859
	Iteration 68Q: 3 clusters Score -1658724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1658731.500000 Penalty: 4714.380859
	Iteration 69Q: 3 clusters Score -1658732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1658736.500000 Penalty: 4714.380859
	Iteration 70Q: 3 clusters Score -1658736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1658741.750000 Penalty: 4714.380859
	Iteration 71Q: 3 clusters Score -1658742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1658743.875000 Penalty: 4714.380859
	Iteration 72Q: 3 clusters Score -1658744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1658748.125000 Penalty: 4714.380859
	Iteration 73Q: 3 clusters Score -1658748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1658753.125000 Penalty: 4714.380859
	Iteration 74Q: 3 clusters Score -1658753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1658754.250000 Penalty: 4714.380859
	Iteration 75Q: 3 clusters Score -1658754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1658757.750000 Penalty: 4714.380859
	Iteration 76Q: 3 clusters Score -1658758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1658759.875000 Penalty: 4714.380859
	Iteration 77Q: 3 clusters Score -1658760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1658760.375000 Penalty: 4714.380859
	Iteration 78Q: 3 clusters Score -1658760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1658761.750000 Penalty: 4714.380859
	Iteration 79Q: 3 clusters Score -1658762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1658764.500000 Penalty: 4714.380859
	Iteration 80F: 3 clusters Score -1658764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1658761.875000 Penalty: 4714.380859
	Iteration 81Q: 3 clusters Score -1658762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1658763.875000 Penalty: 4714.380859
	Iteration 82Q: 3 clusters Score -1658764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1658766.750000 Penalty: 4714.380859
	Iteration 83Q: 3 clusters Score -1658767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1658770.125000 Penalty: 4714.380859
	Iteration 84Q: 3 clusters Score -1658770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1658769.875000 Penalty: 4714.380859
	Iteration 85Q: 3 clusters Score -1658770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1658779.125000 Penalty: 4714.380859
	Iteration 86Q: 3 clusters Score -1658779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1658780.000000 Penalty: 4714.380859
	Iteration 87Q: 3 clusters Score -1658780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1658778.625000 Penalty: 4714.380859
	Iteration 88Q: 3 clusters Score -1658779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1658779.750000 Penalty: 4714.380859
	Iteration 89Q: 3 clusters Score -1658780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1658785.625000 Penalty: 4714.380859
	Iteration 90Q: 3 clusters Score -1658786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1658784.250000 Penalty: 4714.380859
	Iteration 91Q: 3 clusters Score -1658784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1658787.000000 Penalty: 4714.380859
	Iteration 92Q: 3 clusters Score -1658787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1658787.125000 Penalty: 4714.380859
	Iteration 93Q: 3 clusters Score -1658787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1658785.875000 Penalty: 4714.380859
	Iteration 94Q: 3 clusters Score -1658786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1658788.125000 Penalty: 4714.380859
	Iteration 95Q: 3 clusters Score -1658788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1658786.625000 Penalty: 4714.380859
	Iteration 96Q: 3 clusters Score -1658787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1658786.250000 Penalty: 4714.380859
	Iteration 97Q: 3 clusters Score -1658786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1658787.000000 Penalty: 4714.380859
	Iteration 98Q: 3 clusters Score -1658787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1658786.125000 Penalty: 4714.380859
	Iteration 99Q: 3 clusters Score -1658786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1658784.250000 Penalty: 4714.380859
	Iteration 100F: 3 clusters Score -1658784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1658785.875000 Penalty: 4714.380859
	Iteration 101Q: 3 clusters Score -1658786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1658786.500000 Penalty: 4714.380859
	Iteration 102Q: 3 clusters Score -1658786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1658788.125000 Penalty: 4714.380859
	Iteration 103Q: 3 clusters Score -1658788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1658787.000000 Penalty: 4714.380859
	Iteration 104Q: 3 clusters Score -1658787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1658786.375000 Penalty: 4714.380859
	Iteration 105Q: 3 clusters Score -1658786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1658792.500000 Penalty: 4714.380859
	Iteration 106Q: 3 clusters Score -1658792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1658794.000000 Penalty: 4714.380859
	Iteration 107Q: 3 clusters Score -1658794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1658795.000000 Penalty: 4714.380859
	Iteration 108Q: 3 clusters Score -1658795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1658793.125000 Penalty: 4714.380859
	Iteration 109Q: 3 clusters Score -1658793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1658791.250000 Penalty: 4714.380859
	Iteration 110Q: 3 clusters Score -1658791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1658789.875000 Penalty: 4714.380859
	Iteration 111Q: 3 clusters Score -1658790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1658791.500000 Penalty: 4714.380859
	Iteration 112Q: 3 clusters Score -1658792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1658791.875000 Penalty: 4714.380859
	Iteration 113Q: 3 clusters Score -1658792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1658794.000000 Penalty: 4714.380859
	Iteration 114Q: 3 clusters Score -1658794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1658797.875000 Penalty: 4714.380859
	Iteration 115Q: 3 clusters Score -1658798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1658796.500000 Penalty: 4714.380859
	Iteration 116Q: 3 clusters Score -1658796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1658801.250000 Penalty: 4714.380859
	Iteration 117Q: 3 clusters Score -1658801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1658799.625000 Penalty: 4714.380859
	Iteration 118Q: 3 clusters Score -1658800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1658801.375000 Penalty: 4714.380859
	Iteration 119Q: 3 clusters Score -1658801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1658800.875000 Penalty: 4714.380859
	Iteration 120F: 3 clusters Score -1658801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1658802.625000 Penalty: 4714.380859
	Iteration 121Q: 3 clusters Score -1658803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1658803.750000 Penalty: 4714.380859
	Iteration 122Q: 3 clusters Score -1658804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1658805.375000 Penalty: 4714.380859
	Iteration 123Q: 3 clusters Score -1658805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1658804.000000 Penalty: 4714.380859
	Iteration 124Q: 3 clusters Score -1658804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1658808.250000 Penalty: 4714.380859
	Iteration 125Q: 3 clusters Score -1658808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1658808.750000 Penalty: 4714.380859
	Iteration 126Q: 3 clusters Score -1658809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1658808.500000 Penalty: 4714.380859
	Iteration 127Q: 3 clusters Score -1658808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1658808.750000 Penalty: 4714.380859
	Iteration 128Q: 3 clusters Score -1658809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1658811.750000 Penalty: 4714.380859
	Iteration 129Q: 3 clusters Score -1658812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1658814.125000 Penalty: 4714.380859
	Iteration 130Q: 3 clusters Score -1658814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1658814.125000 Penalty: 4714.380859
	Iteration 131F: 3 clusters Score -1658814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (274228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274228 members 
Entering Unmasked Estep 
Score: -34011196.000000 Penalty: 3105.385254
	Iteration 0F: 2 clusters Score -3.40112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137099 members 
Mstep: Class 2 contains 137129 members 
Entering Unmasked Estep 
Score: -33834228.000000 Penalty: 6210.770508
	Iteration 0F: 3 clusters Score -3.383423e+07 nChanged 133023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140718 members 
Mstep: Class 2 contains 133510 members 
Entering Unmasked Estep 
Score: -33912084.000000 Penalty: 6210.770508
	Iteration 1F: 3 clusters Score -3.391208e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142925 members 
Mstep: Class 2 contains 131303 members 
Entering Unmasked Estep 
Score: -33913600.000000 Penalty: 6210.770508
	Iteration 2Q: 3 clusters Score -3.39136e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146490 members 
Mstep: Class 2 contains 127738 members 
Entering Unmasked Estep 
Score: -33915416.000000 Penalty: 6210.770508
	Iteration 3Q: 3 clusters Score -3.391542e+07 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151766 members 
Mstep: Class 2 contains 122462 members 
Entering Unmasked Estep 
Score: -33918040.000000 Penalty: 6210.770508
	Iteration 4Q: 3 clusters Score -3.391804e+07 nChanged 11128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159504 members 
Mstep: Class 2 contains 114724 members 
Entering Unmasked Estep 
Score: -33922272.000000 Penalty: 6210.770508
	Iteration 5Q: 3 clusters Score -3.392227e+07 nChanged 14631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170573 members 
Mstep: Class 2 contains 103655 members 
Entering Unmasked Estep 
Score: -33929952.000000 Penalty: 6210.770508
	Iteration 6F: 3 clusters Score -3.392995e+07 nChanged 18532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185585 members 
Mstep: Class 2 contains 88643 members 
Entering Unmasked Estep 
Score: -33941908.000000 Penalty: 6210.770508
	Iteration 7F: 3 clusters Score -3.394191e+07 nChanged 21422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203661 members 
Mstep: Class 2 contains 70567 members 
Entering Unmasked Estep 
Score: -33958048.000000 Penalty: 6210.770508
	Iteration 8F: 3 clusters Score -3.395805e+07 nChanged 20581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221646 members 
Mstep: Class 2 contains 52582 members 
Entering Unmasked Estep 
Score: -33974808.000000 Penalty: 6210.770508
	Iteration 9F: 3 clusters Score -3.397481e+07 nChanged 15836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235596 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -33988620.000000 Penalty: 6210.770508
	Iteration 10F: 3 clusters Score -3.398862e+07 nChanged 10401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244553 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -33997424.000000 Penalty: 6210.770508
	Iteration 11Q: 3 clusters Score -3.399742e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250184 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -34002468.000000 Penalty: 6210.770508
	Iteration 12Q: 3 clusters Score -3.400247e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254020 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -34005436.000000 Penalty: 6210.770508
	Iteration 13Q: 3 clusters Score -3.400544e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257030 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -34007228.000000 Penalty: 6210.770508
	Iteration 14Q: 3 clusters Score -3.400723e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259558 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -34008592.000000 Penalty: 6210.770508
	Iteration 15Q: 3 clusters Score -3.400859e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261639 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -34009240.000000 Penalty: 6210.770508
	Iteration 16Q: 3 clusters Score -3.400924e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263340 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -34009848.000000 Penalty: 6210.770508
	Iteration 17Q: 3 clusters Score -3.400985e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264804 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -34010352.000000 Penalty: 6210.770508
	Iteration 18Q: 3 clusters Score -3.401035e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266051 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -34010600.000000 Penalty: 6210.770508
	Iteration 19Q: 3 clusters Score -3.40106e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267093 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -34010676.000000 Penalty: 6210.770508
	Iteration 20F: 3 clusters Score -3.401068e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267883 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -34010648.000000 Penalty: 6210.770508
	Iteration 21Q: 3 clusters Score -3.401065e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268541 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -34010712.000000 Penalty: 6210.770508
	Iteration 22Q: 3 clusters Score -3.401071e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269113 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -34010616.000000 Penalty: 6210.770508
	Iteration 23Q: 3 clusters Score -3.401062e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269569 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -34010592.000000 Penalty: 6210.770508
	Iteration 24Q: 3 clusters Score -3.401059e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269937 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -34010572.000000 Penalty: 6210.770508
	Iteration 25Q: 3 clusters Score -3.401057e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270252 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -34010540.000000 Penalty: 6210.770508
	Iteration 26Q: 3 clusters Score -3.401054e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270540 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -34010492.000000 Penalty: 6210.770508
	Iteration 27Q: 3 clusters Score -3.401049e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270773 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -34010388.000000 Penalty: 6210.770508
	Iteration 28Q: 3 clusters Score -3.401039e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270944 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -34010312.000000 Penalty: 6210.770508
	Iteration 29Q: 3 clusters Score -3.401031e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271102 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -34010244.000000 Penalty: 6210.770508
	Iteration 30Q: 3 clusters Score -3.401024e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271219 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -34010236.000000 Penalty: 6210.770508
	Iteration 31Q: 3 clusters Score -3.401024e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271339 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -34010188.000000 Penalty: 6210.770508
	Iteration 32Q: 3 clusters Score -3.401019e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271437 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -34010200.000000 Penalty: 6210.770508
	Iteration 33Q: 3 clusters Score -3.40102e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271530 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -34010132.000000 Penalty: 6210.770508
	Iteration 34Q: 3 clusters Score -3.401013e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271608 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -34010096.000000 Penalty: 6210.770508
	Iteration 35Q: 3 clusters Score -3.40101e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271661 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -34010080.000000 Penalty: 6210.770508
	Iteration 36Q: 3 clusters Score -3.401008e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271718 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -34010032.000000 Penalty: 6210.770508
	Iteration 37Q: 3 clusters Score -3.401003e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271768 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -34010024.000000 Penalty: 6210.770508
	Iteration 38Q: 3 clusters Score -3.401002e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271815 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -34010008.000000 Penalty: 6210.770508
	Iteration 39Q: 3 clusters Score -3.401001e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271841 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -34010016.000000 Penalty: 6210.770508
	Iteration 40F: 3 clusters Score -3.401002e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271870 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -34010008.000000 Penalty: 6210.770508
	Iteration 41Q: 3 clusters Score -3.401001e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271902 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -34009996.000000 Penalty: 6210.770508
	Iteration 42Q: 3 clusters Score -3.401e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271931 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -34009996.000000 Penalty: 6210.770508
	Iteration 43Q: 3 clusters Score -3.401e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271956 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -34009976.000000 Penalty: 6210.770508
	Iteration 44Q: 3 clusters Score -3.400998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271970 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -34009968.000000 Penalty: 6210.770508
	Iteration 45Q: 3 clusters Score -3.400997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271985 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -34009996.000000 Penalty: 6210.770508
	Iteration 46Q: 3 clusters Score -3.401e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272003 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -34009972.000000 Penalty: 6210.770508
	Iteration 47Q: 3 clusters Score -3.400997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272017 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -34009976.000000 Penalty: 6210.770508
	Iteration 48Q: 3 clusters Score -3.400998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272033 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -34010020.000000 Penalty: 6210.770508
	Iteration 49Q: 3 clusters Score -3.401002e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272055 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -34010012.000000 Penalty: 6210.770508
	Iteration 50Q: 3 clusters Score -3.401001e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272072 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -34010032.000000 Penalty: 6210.770508
	Iteration 51Q: 3 clusters Score -3.401003e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272089 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -34010008.000000 Penalty: 6210.770508
	Iteration 52Q: 3 clusters Score -3.401001e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272104 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -34009968.000000 Penalty: 6210.770508
	Iteration 53Q: 3 clusters Score -3.400997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272117 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -34009940.000000 Penalty: 6210.770508
	Iteration 54Q: 3 clusters Score -3.400994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272125 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -34009952.000000 Penalty: 6210.770508
	Iteration 55Q: 3 clusters Score -3.400995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272133 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -34009944.000000 Penalty: 6210.770508
	Iteration 56Q: 3 clusters Score -3.400994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272142 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -34009988.000000 Penalty: 6210.770508
	Iteration 57Q: 3 clusters Score -3.400999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272146 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -34009988.000000 Penalty: 6210.770508
	Iteration 58Q: 3 clusters Score -3.400999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272151 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -34009964.000000 Penalty: 6210.770508
	Iteration 59Q: 3 clusters Score -3.400996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272156 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -34009944.000000 Penalty: 6210.770508
	Iteration 60F: 3 clusters Score -3.400994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272159 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -34009964.000000 Penalty: 6210.770508
	Iteration 61Q: 3 clusters Score -3.400996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272164 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -34009968.000000 Penalty: 6210.770508
	Iteration 62Q: 3 clusters Score -3.400997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272168 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -34009944.000000 Penalty: 6210.770508
	Iteration 63Q: 3 clusters Score -3.400994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272172 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -34009960.000000 Penalty: 6210.770508
	Iteration 64Q: 3 clusters Score -3.400996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272176 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -34009960.000000 Penalty: 6210.770508
	Iteration 65Q: 3 clusters Score -3.400996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272180 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -34009948.000000 Penalty: 6210.770508
	Iteration 66Q: 3 clusters Score -3.400995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272181 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -34009956.000000 Penalty: 6210.770508
	Iteration 67Q: 3 clusters Score -3.400996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272182 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -34009948.000000 Penalty: 6210.770508
	Iteration 68Q: 3 clusters Score -3.400995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272182 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -34009948.000000 Penalty: 6210.770508
	Iteration 69F: 3 clusters Score -3.400995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (169904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169904 members 
Entering Unmasked Estep 
Score: -21284094.000000 Penalty: 2986.661133
	Iteration 0F: 2 clusters Score -2.128409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84911 members 
Mstep: Class 2 contains 84993 members 
Entering Unmasked Estep 
Score: -21171414.000000 Penalty: 5973.322266
	Iteration 0F: 3 clusters Score -2.117141e+07 nChanged 81515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85376 members 
Mstep: Class 2 contains 84528 members 
Entering Unmasked Estep 
Score: -21219524.000000 Penalty: 5973.322266
	Iteration 1F: 3 clusters Score -2.121952e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85663 members 
Mstep: Class 2 contains 84241 members 
Entering Unmasked Estep 
Score: -21220890.000000 Penalty: 5973.322266
	Iteration 2Q: 3 clusters Score -2.122089e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 83699 members 
Entering Unmasked Estep 
Score: -21222776.000000 Penalty: 5973.322266
	Iteration 3Q: 3 clusters Score -2.122278e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86969 members 
Mstep: Class 2 contains 82935 members 
Entering Unmasked Estep 
Score: -21225242.000000 Penalty: 5973.322266
	Iteration 4Q: 3 clusters Score -2.122524e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88190 members 
Mstep: Class 2 contains 81714 members 
Entering Unmasked Estep 
Score: -21228788.000000 Penalty: 5973.322266
	Iteration 5Q: 3 clusters Score -2.122879e+07 nChanged 8803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90073 members 
Mstep: Class 2 contains 79831 members 
Entering Unmasked Estep 
Score: -21233422.000000 Penalty: 5973.322266
	Iteration 6F: 3 clusters Score -2.123342e+07 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92674 members 
Mstep: Class 2 contains 77230 members 
Entering Unmasked Estep 
Score: -21240062.000000 Penalty: 5973.322266
	Iteration 7F: 3 clusters Score -2.124006e+07 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95675 members 
Mstep: Class 2 contains 74229 members 
Entering Unmasked Estep 
Score: -21248226.000000 Penalty: 5973.322266
	Iteration 8F: 3 clusters Score -2.124823e+07 nChanged 10587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98636 members 
Mstep: Class 2 contains 71268 members 
Entering Unmasked Estep 
Score: -21255442.000000 Penalty: 5973.322266
	Iteration 9F: 3 clusters Score -2.125544e+07 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101279 members 
Mstep: Class 2 contains 68625 members 
Entering Unmasked Estep 
Score: -21259560.000000 Penalty: 5973.322266
	Iteration 10Q: 3 clusters Score -2.125956e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103741 members 
Mstep: Class 2 contains 66163 members 
Entering Unmasked Estep 
Score: -21261714.000000 Penalty: 5973.322266
	Iteration 11Q: 3 clusters Score -2.126171e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106205 members 
Mstep: Class 2 contains 63699 members 
Entering Unmasked Estep 
Score: -21263042.000000 Penalty: 5973.322266
	Iteration 12Q: 3 clusters Score -2.126304e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108689 members 
Mstep: Class 2 contains 61215 members 
Entering Unmasked Estep 
Score: -21264136.000000 Penalty: 5973.322266
	Iteration 13Q: 3 clusters Score -2.126414e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111206 members 
Mstep: Class 2 contains 58698 members 
Entering Unmasked Estep 
Score: -21265304.000000 Penalty: 5973.322266
	Iteration 14Q: 3 clusters Score -2.12653e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113672 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -21266214.000000 Penalty: 5973.322266
	Iteration 15Q: 3 clusters Score -2.126621e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116139 members 
Mstep: Class 2 contains 53765 members 
Entering Unmasked Estep 
Score: -21267314.000000 Penalty: 5973.322266
	Iteration 16Q: 3 clusters Score -2.126731e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118602 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -21268218.000000 Penalty: 5973.322266
	Iteration 17Q: 3 clusters Score -2.126822e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121133 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -21269074.000000 Penalty: 5973.322266
	Iteration 18Q: 3 clusters Score -2.126907e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123586 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -21269964.000000 Penalty: 5973.322266
	Iteration 19Q: 3 clusters Score -2.126996e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126056 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -21270796.000000 Penalty: 5973.322266
	Iteration 20F: 3 clusters Score -2.12708e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128459 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -21271532.000000 Penalty: 5973.322266
	Iteration 21Q: 3 clusters Score -2.127153e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130914 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -21272318.000000 Penalty: 5973.322266
	Iteration 22Q: 3 clusters Score -2.127232e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133362 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -21273038.000000 Penalty: 5973.322266
	Iteration 23Q: 3 clusters Score -2.127304e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135785 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -21273700.000000 Penalty: 5973.322266
	Iteration 24Q: 3 clusters Score -2.12737e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138227 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -21274344.000000 Penalty: 5973.322266
	Iteration 25Q: 3 clusters Score -2.127434e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140564 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -21274846.000000 Penalty: 5973.322266
	Iteration 26Q: 3 clusters Score -2.127485e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142771 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -21275396.000000 Penalty: 5973.322266
	Iteration 27Q: 3 clusters Score -2.12754e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144900 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -21276022.000000 Penalty: 5973.322266
	Iteration 28Q: 3 clusters Score -2.127602e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146914 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -21276476.000000 Penalty: 5973.322266
	Iteration 29Q: 3 clusters Score -2.127648e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148857 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -21277006.000000 Penalty: 5973.322266
	Iteration 30Q: 3 clusters Score -2.127701e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150690 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -21277540.000000 Penalty: 5973.322266
	Iteration 31Q: 3 clusters Score -2.127754e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152436 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -21278126.000000 Penalty: 5973.322266
	Iteration 32Q: 3 clusters Score -2.127813e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154147 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -21278434.000000 Penalty: 5973.322266
	Iteration 33Q: 3 clusters Score -2.127843e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155798 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -21278980.000000 Penalty: 5973.322266
	Iteration 34Q: 3 clusters Score -2.127898e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157316 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -21279516.000000 Penalty: 5973.322266
	Iteration 35Q: 3 clusters Score -2.127952e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158817 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -21279960.000000 Penalty: 5973.322266
	Iteration 36Q: 3 clusters Score -2.127996e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160110 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -21280228.000000 Penalty: 5973.322266
	Iteration 37Q: 3 clusters Score -2.128023e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161259 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -21280492.000000 Penalty: 5973.322266
	Iteration 38Q: 3 clusters Score -2.128049e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162289 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -21280742.000000 Penalty: 5973.322266
	Iteration 39Q: 3 clusters Score -2.128074e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163163 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -21280930.000000 Penalty: 5973.322266
	Iteration 40F: 3 clusters Score -2.128093e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164012 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -21281186.000000 Penalty: 5973.322266
	Iteration 41Q: 3 clusters Score -2.128119e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164687 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -21281340.000000 Penalty: 5973.322266
	Iteration 42Q: 3 clusters Score -2.128134e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165241 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -21281550.000000 Penalty: 5973.322266
	Iteration 43Q: 3 clusters Score -2.128155e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165725 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -21281654.000000 Penalty: 5973.322266
	Iteration 44Q: 3 clusters Score -2.128165e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166136 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -21281746.000000 Penalty: 5973.322266
	Iteration 45Q: 3 clusters Score -2.128175e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166463 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -21281788.000000 Penalty: 5973.322266
	Iteration 46Q: 3 clusters Score -2.128179e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166754 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -21281878.000000 Penalty: 5973.322266
	Iteration 47Q: 3 clusters Score -2.128188e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166990 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -21281878.000000 Penalty: 5973.322266
	Iteration 48Q: 3 clusters Score -2.128188e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167202 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -21281884.000000 Penalty: 5973.322266
	Iteration 49Q: 3 clusters Score -2.128188e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167375 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -21281938.000000 Penalty: 5973.322266
	Iteration 50Q: 3 clusters Score -2.128194e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167521 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -21281992.000000 Penalty: 5973.322266
	Iteration 51Q: 3 clusters Score -2.128199e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167631 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -21281984.000000 Penalty: 5973.322266
	Iteration 52Q: 3 clusters Score -2.128198e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167728 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -21282000.000000 Penalty: 5973.322266
	Iteration 53Q: 3 clusters Score -2.1282e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167822 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -21282016.000000 Penalty: 5973.322266
	Iteration 54Q: 3 clusters Score -2.128202e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167901 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -21282000.000000 Penalty: 5973.322266
	Iteration 55Q: 3 clusters Score -2.1282e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167968 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -21282014.000000 Penalty: 5973.322266
	Iteration 56Q: 3 clusters Score -2.128201e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168023 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -21282064.000000 Penalty: 5973.322266
	Iteration 57Q: 3 clusters Score -2.128206e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168076 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -21282038.000000 Penalty: 5973.322266
	Iteration 58Q: 3 clusters Score -2.128204e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168109 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -21282036.000000 Penalty: 5973.322266
	Iteration 59Q: 3 clusters Score -2.128204e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168135 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -21282044.000000 Penalty: 5973.322266
	Iteration 60F: 3 clusters Score -2.128204e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168163 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -21282062.000000 Penalty: 5973.322266
	Iteration 61Q: 3 clusters Score -2.128206e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168185 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -21282070.000000 Penalty: 5973.322266
	Iteration 62Q: 3 clusters Score -2.128207e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168206 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -21282092.000000 Penalty: 5973.322266
	Iteration 63Q: 3 clusters Score -2.128209e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168222 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -21282082.000000 Penalty: 5973.322266
	Iteration 64Q: 3 clusters Score -2.128208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168235 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -21282084.000000 Penalty: 5973.322266
	Iteration 65Q: 3 clusters Score -2.128208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168247 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -21282056.000000 Penalty: 5973.322266
	Iteration 66Q: 3 clusters Score -2.128206e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168262 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -21282066.000000 Penalty: 5973.322266
	Iteration 67Q: 3 clusters Score -2.128207e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168282 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -21282072.000000 Penalty: 5973.322266
	Iteration 68Q: 3 clusters Score -2.128207e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168300 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -21282072.000000 Penalty: 5973.322266
	Iteration 69Q: 3 clusters Score -2.128207e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168319 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -21282082.000000 Penalty: 5973.322266
	Iteration 70Q: 3 clusters Score -2.128208e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168342 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -21282080.000000 Penalty: 5973.322266
	Iteration 71Q: 3 clusters Score -2.128208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168352 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -21282076.000000 Penalty: 5973.322266
	Iteration 72Q: 3 clusters Score -2.128208e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168363 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -21282074.000000 Penalty: 5973.322266
	Iteration 73Q: 3 clusters Score -2.128207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168373 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -21282078.000000 Penalty: 5973.322266
	Iteration 74Q: 3 clusters Score -2.128208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168379 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -21282080.000000 Penalty: 5973.322266
	Iteration 75Q: 3 clusters Score -2.128208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168386 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -21282088.000000 Penalty: 5973.322266
	Iteration 76Q: 3 clusters Score -2.128209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168389 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -21282080.000000 Penalty: 5973.322266
	Iteration 77Q: 3 clusters Score -2.128208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168389 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -21282082.000000 Penalty: 5973.322266
	Iteration 78Q: 3 clusters Score -2.128208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168390 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -21282076.000000 Penalty: 5973.322266
	Iteration 79Q: 3 clusters Score -2.128208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168390 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -21282076.000000 Penalty: 5973.322266
	Iteration 80F: 3 clusters Score -2.128208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Entering Unmasked Estep 
Score: -3021685.750000 Penalty: 2511.335205
	Iteration 0F: 2 clusters Score -3021686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3004389.000000 Penalty: 5022.670410
	Iteration 0F: 3 clusters Score -3004389 nChanged 11110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -3010775.750000 Penalty: 5022.670410
	Iteration 1F: 3 clusters Score -3010776 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -3011482.500000 Penalty: 5022.670410
	Iteration 2F: 3 clusters Score -3011482 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -3012129.500000 Penalty: 5022.670410
	Iteration 3F: 3 clusters Score -3012130 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -3012788.000000 Penalty: 5022.670410
	Iteration 4Q: 3 clusters Score -3012788 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -3013452.250000 Penalty: 5022.670410
	Iteration 5Q: 3 clusters Score -3013452 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -3014170.250000 Penalty: 5022.670410
	Iteration 6Q: 3 clusters Score -3014170 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -3014922.500000 Penalty: 5022.670410
	Iteration 7Q: 3 clusters Score -3014922 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -3015602.000000 Penalty: 5022.670410
	Iteration 8Q: 3 clusters Score -3015602 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -3016178.500000 Penalty: 5022.670410
	Iteration 9Q: 3 clusters Score -3016178 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -3016687.250000 Penalty: 5022.670410
	Iteration 10Q: 3 clusters Score -3016687 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -3017164.750000 Penalty: 5022.670410
	Iteration 11Q: 3 clusters Score -3017165 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -3017635.250000 Penalty: 5022.670410
	Iteration 12Q: 3 clusters Score -3017635 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3018095.750000 Penalty: 5022.670410
	Iteration 13Q: 3 clusters Score -3018096 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3018463.750000 Penalty: 5022.670410
	Iteration 14Q: 3 clusters Score -3018464 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3018727.750000 Penalty: 5022.670410
	Iteration 15Q: 3 clusters Score -3018728 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3018924.750000 Penalty: 5022.670410
	Iteration 16Q: 3 clusters Score -3018925 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3019083.500000 Penalty: 5022.670410
	Iteration 17Q: 3 clusters Score -3019084 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3019200.000000 Penalty: 5022.670410
	Iteration 18Q: 3 clusters Score -3019200 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3019275.250000 Penalty: 5022.670410
	Iteration 19Q: 3 clusters Score -3019275 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3019331.500000 Penalty: 5022.670410
	Iteration 20F: 3 clusters Score -3019332 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3019369.000000 Penalty: 5022.670410
	Iteration 21Q: 3 clusters Score -3019369 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3019406.250000 Penalty: 5022.670410
	Iteration 22Q: 3 clusters Score -3019406 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3019431.750000 Penalty: 5022.670410
	Iteration 23Q: 3 clusters Score -3019432 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3019447.750000 Penalty: 5022.670410
	Iteration 24Q: 3 clusters Score -3019448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3019463.250000 Penalty: 5022.670410
	Iteration 25Q: 3 clusters Score -3019463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3019471.250000 Penalty: 5022.670410
	Iteration 26Q: 3 clusters Score -3019471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3019492.500000 Penalty: 5022.670410
	Iteration 27Q: 3 clusters Score -3019492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3019507.250000 Penalty: 5022.670410
	Iteration 28Q: 3 clusters Score -3019507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3019522.000000 Penalty: 5022.670410
	Iteration 29Q: 3 clusters Score -3019522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3019530.000000 Penalty: 5022.670410
	Iteration 30Q: 3 clusters Score -3019530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3019544.000000 Penalty: 5022.670410
	Iteration 31Q: 3 clusters Score -3019544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3019553.750000 Penalty: 5022.670410
	Iteration 32Q: 3 clusters Score -3019554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3019555.750000 Penalty: 5022.670410
	Iteration 33Q: 3 clusters Score -3019556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3019568.000000 Penalty: 5022.670410
	Iteration 34Q: 3 clusters Score -3019568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3019578.250000 Penalty: 5022.670410
	Iteration 35Q: 3 clusters Score -3019578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3019585.000000 Penalty: 5022.670410
	Iteration 36Q: 3 clusters Score -3019585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3019587.500000 Penalty: 5022.670410
	Iteration 37Q: 3 clusters Score -3019588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3019589.500000 Penalty: 5022.670410
	Iteration 38Q: 3 clusters Score -3019590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3019595.250000 Penalty: 5022.670410
	Iteration 39Q: 3 clusters Score -3019595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3019599.250000 Penalty: 5022.670410
	Iteration 40F: 3 clusters Score -3019599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3019603.750000 Penalty: 5022.670410
	Iteration 41Q: 3 clusters Score -3019604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3019603.250000 Penalty: 5022.670410
	Iteration 42Q: 3 clusters Score -3019603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3019610.000000 Penalty: 5022.670410
	Iteration 43Q: 3 clusters Score -3019610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3019610.000000 Penalty: 5022.670410
	Iteration 44Q: 3 clusters Score -3019610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3019608.500000 Penalty: 5022.670410
	Iteration 45Q: 3 clusters Score -3019608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3019606.750000 Penalty: 5022.670410
	Iteration 46Q: 3 clusters Score -3019607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3019607.750000 Penalty: 5022.670410
	Iteration 47Q: 3 clusters Score -3019608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3019612.250000 Penalty: 5022.670410
	Iteration 48Q: 3 clusters Score -3019612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3019613.750000 Penalty: 5022.670410
	Iteration 49Q: 3 clusters Score -3019614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3019613.750000 Penalty: 5022.670410
	Iteration 50F: 3 clusters Score -3019614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Entering Unmasked Estep 
Score: -4452727.000000 Penalty: 2605.338135
	Iteration 0F: 2 clusters Score -4452727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -4427916.500000 Penalty: 5210.676270
	Iteration 0F: 3 clusters Score -4427916 nChanged 16553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -4437047.500000 Penalty: 5210.676270
	Iteration 1F: 3 clusters Score -4437048 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -4437508.500000 Penalty: 5210.676270
	Iteration 2Q: 3 clusters Score -4437508 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -4437999.500000 Penalty: 5210.676270
	Iteration 3Q: 3 clusters Score -4438000 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -4438503.000000 Penalty: 5210.676270
	Iteration 4Q: 3 clusters Score -4438503 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -4439199.000000 Penalty: 5210.676270
	Iteration 5Q: 3 clusters Score -4439199 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -4440249.000000 Penalty: 5210.676270
	Iteration 6F: 3 clusters Score -4440249 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -4441750.000000 Penalty: 5210.676270
	Iteration 7F: 3 clusters Score -4441750 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -4443433.500000 Penalty: 5210.676270
	Iteration 8F: 3 clusters Score -4443434 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -4445148.500000 Penalty: 5210.676270
	Iteration 9F: 3 clusters Score -4445148 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -4446812.500000 Penalty: 5210.676270
	Iteration 10F: 3 clusters Score -4446812 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -4448155.000000 Penalty: 5210.676270
	Iteration 11Q: 3 clusters Score -4448155 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -4449123.500000 Penalty: 5210.676270
	Iteration 12Q: 3 clusters Score -4449124 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -4449691.000000 Penalty: 5210.676270
	Iteration 13Q: 3 clusters Score -4449691 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -4450018.500000 Penalty: 5210.676270
	Iteration 14Q: 3 clusters Score -4450018 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -4450256.500000 Penalty: 5210.676270
	Iteration 15Q: 3 clusters Score -4450256 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -4450380.500000 Penalty: 5210.676270
	Iteration 16Q: 3 clusters Score -4450380 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -4450433.500000 Penalty: 5210.676270
	Iteration 17Q: 3 clusters Score -4450434 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -4450456.000000 Penalty: 5210.676270
	Iteration 18Q: 3 clusters Score -4450456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -4450479.000000 Penalty: 5210.676270
	Iteration 19Q: 3 clusters Score -4450479 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -4450511.000000 Penalty: 5210.676270
	Iteration 20F: 3 clusters Score -4450511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -4450529.000000 Penalty: 5210.676270
	Iteration 21Q: 3 clusters Score -4450529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -4450531.500000 Penalty: 5210.676270
	Iteration 22Q: 3 clusters Score -4450532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -4450541.500000 Penalty: 5210.676270
	Iteration 23Q: 3 clusters Score -4450542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -4450545.500000 Penalty: 5210.676270
	Iteration 24Q: 3 clusters Score -4450546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -4450549.500000 Penalty: 5210.676270
	Iteration 25Q: 3 clusters Score -4450550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -4450555.000000 Penalty: 5210.676270
	Iteration 26Q: 3 clusters Score -4450555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -4450553.000000 Penalty: 5210.676270
	Iteration 27Q: 3 clusters Score -4450553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -4450562.500000 Penalty: 5210.676270
	Iteration 28Q: 3 clusters Score -4450562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4450562.500000 Penalty: 5210.676270
	Iteration 29Q: 3 clusters Score -4450562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -4450570.000000 Penalty: 5210.676270
	Iteration 30Q: 3 clusters Score -4450570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -4450571.000000 Penalty: 5210.676270
	Iteration 31Q: 3 clusters Score -4450571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -4450572.500000 Penalty: 5210.676270
	Iteration 32Q: 3 clusters Score -4450572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -4450572.500000 Penalty: 5210.676270
	Iteration 33Q: 3 clusters Score -4450572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -4450573.500000 Penalty: 5210.676270
	Iteration 34Q: 3 clusters Score -4450574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -4450574.500000 Penalty: 5210.676270
	Iteration 35Q: 3 clusters Score -4450574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -4450574.500000 Penalty: 5210.676270
	Iteration 36F: 3 clusters Score -4450574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Entering Unmasked Estep 
Score: -1672899.750000 Penalty: 2369.093018
	Iteration 0F: 2 clusters Score -1672900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1662686.750000 Penalty: 4738.186035
	Iteration 0F: 3 clusters Score -1662687 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1666137.500000 Penalty: 4738.186035
	Iteration 1F: 3 clusters Score -1666138 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1666622.625000 Penalty: 4738.186035
	Iteration 2F: 3 clusters Score -1666623 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1667033.375000 Penalty: 4738.186035
	Iteration 3F: 3 clusters Score -1667033 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1667473.875000 Penalty: 4738.186035
	Iteration 4F: 3 clusters Score -1667474 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1668038.000000 Penalty: 4738.186035
	Iteration 5F: 3 clusters Score -1668038 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1668692.000000 Penalty: 4738.186035
	Iteration 6F: 3 clusters Score -1668692 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1669351.875000 Penalty: 4738.186035
	Iteration 7F: 3 clusters Score -1669352 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1669978.500000 Penalty: 4738.186035
	Iteration 8F: 3 clusters Score -1669978 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1670463.000000 Penalty: 4738.186035
	Iteration 9Q: 3 clusters Score -1670463 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1670848.125000 Penalty: 4738.186035
	Iteration 10Q: 3 clusters Score -1670848 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1671117.625000 Penalty: 4738.186035
	Iteration 11Q: 3 clusters Score -1671118 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1671287.625000 Penalty: 4738.186035
	Iteration 12Q: 3 clusters Score -1671288 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1671416.500000 Penalty: 4738.186035
	Iteration 13Q: 3 clusters Score -1671416 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1671514.250000 Penalty: 4738.186035
	Iteration 14Q: 3 clusters Score -1671514 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1671585.625000 Penalty: 4738.186035
	Iteration 15Q: 3 clusters Score -1671586 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1671627.375000 Penalty: 4738.186035
	Iteration 16Q: 3 clusters Score -1671627 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1671661.000000 Penalty: 4738.186035
	Iteration 17Q: 3 clusters Score -1671661 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1671687.625000 Penalty: 4738.186035
	Iteration 18Q: 3 clusters Score -1671688 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1671714.125000 Penalty: 4738.186035
	Iteration 19Q: 3 clusters Score -1671714 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1671740.250000 Penalty: 4738.186035
	Iteration 20F: 3 clusters Score -1671740 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1671764.000000 Penalty: 4738.186035
	Iteration 21Q: 3 clusters Score -1671764 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1671791.375000 Penalty: 4738.186035
	Iteration 22Q: 3 clusters Score -1671791 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1671822.625000 Penalty: 4738.186035
	Iteration 23Q: 3 clusters Score -1671823 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1671852.875000 Penalty: 4738.186035
	Iteration 24Q: 3 clusters Score -1671853 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1671892.875000 Penalty: 4738.186035
	Iteration 25Q: 3 clusters Score -1671893 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1671918.125000 Penalty: 4738.186035
	Iteration 26Q: 3 clusters Score -1671918 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1671954.875000 Penalty: 4738.186035
	Iteration 27Q: 3 clusters Score -1671955 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1671980.000000 Penalty: 4738.186035
	Iteration 28Q: 3 clusters Score -1671980 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1671999.250000 Penalty: 4738.186035
	Iteration 29Q: 3 clusters Score -1671999 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1672017.500000 Penalty: 4738.186035
	Iteration 30Q: 3 clusters Score -1672018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1672026.875000 Penalty: 4738.186035
	Iteration 31Q: 3 clusters Score -1672027 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1672040.250000 Penalty: 4738.186035
	Iteration 32Q: 3 clusters Score -1672040 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1672049.875000 Penalty: 4738.186035
	Iteration 33Q: 3 clusters Score -1672050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1672058.125000 Penalty: 4738.186035
	Iteration 34Q: 3 clusters Score -1672058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1672065.500000 Penalty: 4738.186035
	Iteration 35Q: 3 clusters Score -1672066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1672070.250000 Penalty: 4738.186035
	Iteration 36Q: 3 clusters Score -1672070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1672078.500000 Penalty: 4738.186035
	Iteration 37Q: 3 clusters Score -1672078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1672080.500000 Penalty: 4738.186035
	Iteration 38Q: 3 clusters Score -1672080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1672082.375000 Penalty: 4738.186035
	Iteration 39Q: 3 clusters Score -1672082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1672086.375000 Penalty: 4738.186035
	Iteration 40F: 3 clusters Score -1672086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1672084.250000 Penalty: 4738.186035
	Iteration 41Q: 3 clusters Score -1672084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1672082.000000 Penalty: 4738.186035
	Iteration 42Q: 3 clusters Score -1672082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1672086.750000 Penalty: 4738.186035
	Iteration 43Q: 3 clusters Score -1672087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1672086.250000 Penalty: 4738.186035
	Iteration 44Q: 3 clusters Score -1672086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1672086.625000 Penalty: 4738.186035
	Iteration 45Q: 3 clusters Score -1672087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1672088.625000 Penalty: 4738.186035
	Iteration 46Q: 3 clusters Score -1672089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1672088.125000 Penalty: 4738.186035
	Iteration 47Q: 3 clusters Score -1672088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1672089.000000 Penalty: 4738.186035
	Iteration 48Q: 3 clusters Score -1672089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1672089.000000 Penalty: 4738.186035
	Iteration 49Q: 3 clusters Score -1672089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1672088.250000 Penalty: 4738.186035
	Iteration 50Q: 3 clusters Score -1672088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1672089.125000 Penalty: 4738.186035
	Iteration 51Q: 3 clusters Score -1672089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1672090.000000 Penalty: 4738.186035
	Iteration 52Q: 3 clusters Score -1672090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1672090.250000 Penalty: 4738.186035
	Iteration 53Q: 3 clusters Score -1672090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1672090.125000 Penalty: 4738.186035
	Iteration 54Q: 3 clusters Score -1672090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1672089.750000 Penalty: 4738.186035
	Iteration 55Q: 3 clusters Score -1672090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1672093.625000 Penalty: 4738.186035
	Iteration 56Q: 3 clusters Score -1672094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1672096.625000 Penalty: 4738.186035
	Iteration 57Q: 3 clusters Score -1672097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1672096.125000 Penalty: 4738.186035
	Iteration 58Q: 3 clusters Score -1672096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1672097.125000 Penalty: 4738.186035
	Iteration 59Q: 3 clusters Score -1672097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1672095.500000 Penalty: 4738.186035
	Iteration 60F: 3 clusters Score -1672096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1672096.750000 Penalty: 4738.186035
	Iteration 61Q: 3 clusters Score -1672097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1672097.875000 Penalty: 4738.186035
	Iteration 62Q: 3 clusters Score -1672098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1672099.000000 Penalty: 4738.186035
	Iteration 63Q: 3 clusters Score -1672099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1672096.625000 Penalty: 4738.186035
	Iteration 64Q: 3 clusters Score -1672097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1672095.875000 Penalty: 4738.186035
	Iteration 65Q: 3 clusters Score -1672096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1672096.875000 Penalty: 4738.186035
	Iteration 66Q: 3 clusters Score -1672097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1672096.000000 Penalty: 4738.186035
	Iteration 67Q: 3 clusters Score -1672096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1672097.375000 Penalty: 4738.186035
	Iteration 68Q: 3 clusters Score -1672097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1672097.375000 Penalty: 4738.186035
	Iteration 69F: 3 clusters Score -1672097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Entering Unmasked Estep 
Score: -383613.500000 Penalty: 2053.239258
	Iteration 0F: 2 clusters Score -383613.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -379767.125000 Penalty: 4106.478516
	Iteration 0F: 3 clusters Score -379767.1 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -380767.750000 Penalty: 4106.478516
	Iteration 1F: 3 clusters Score -380767.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -381103.812500 Penalty: 4106.478516
	Iteration 2F: 3 clusters Score -381103.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -381412.531250 Penalty: 4106.478516
	Iteration 3F: 3 clusters Score -381412.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -381698.750000 Penalty: 4106.478516
	Iteration 4F: 3 clusters Score -381698.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -381994.468750 Penalty: 4106.478516
	Iteration 5F: 3 clusters Score -381994.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -382223.531250 Penalty: 4106.478516
	Iteration 6F: 3 clusters Score -382223.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -382388.093750 Penalty: 4106.478516
	Iteration 7Q: 3 clusters Score -382388.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -382486.906250 Penalty: 4106.478516
	Iteration 8Q: 3 clusters Score -382486.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -382551.937500 Penalty: 4106.478516
	Iteration 9Q: 3 clusters Score -382551.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -382615.937500 Penalty: 4106.478516
	Iteration 10Q: 3 clusters Score -382615.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -382664.343750 Penalty: 4106.478516
	Iteration 11Q: 3 clusters Score -382664.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -382693.343750 Penalty: 4106.478516
	Iteration 12Q: 3 clusters Score -382693.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -382708.906250 Penalty: 4106.478516
	Iteration 13Q: 3 clusters Score -382708.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -382724.906250 Penalty: 4106.478516
	Iteration 14Q: 3 clusters Score -382724.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -382742.093750 Penalty: 4106.478516
	Iteration 15Q: 3 clusters Score -382742.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -382751.437500 Penalty: 4106.478516
	Iteration 16Q: 3 clusters Score -382751.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -382762.031250 Penalty: 4106.478516
	Iteration 17Q: 3 clusters Score -382762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -382766.968750 Penalty: 4106.478516
	Iteration 18Q: 3 clusters Score -382767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -382768.375000 Penalty: 4106.478516
	Iteration 19Q: 3 clusters Score -382768.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -382774.031250 Penalty: 4106.478516
	Iteration 20F: 3 clusters Score -382774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -382795.093750 Penalty: 4106.478516
	Iteration 21Q: 3 clusters Score -382795.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -382804.218750 Penalty: 4106.478516
	Iteration 22Q: 3 clusters Score -382804.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -382808.343750 Penalty: 4106.478516
	Iteration 23Q: 3 clusters Score -382808.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -382821.750000 Penalty: 4106.478516
	Iteration 24Q: 3 clusters Score -382821.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -382847.125000 Penalty: 4106.478516
	Iteration 25Q: 3 clusters Score -382847.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -382865.718750 Penalty: 4106.478516
	Iteration 26Q: 3 clusters Score -382865.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -382876.156250 Penalty: 4106.478516
	Iteration 27Q: 3 clusters Score -382876.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -382897.687500 Penalty: 4106.478516
	Iteration 28Q: 3 clusters Score -382897.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -382922.218750 Penalty: 4106.478516
	Iteration 29Q: 3 clusters Score -382922.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -382936.625000 Penalty: 4106.478516
	Iteration 30Q: 3 clusters Score -382936.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -382945.218750 Penalty: 4106.478516
	Iteration 31Q: 3 clusters Score -382945.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -382949.500000 Penalty: 4106.478516
	Iteration 32Q: 3 clusters Score -382949.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -382952.437500 Penalty: 4106.478516
	Iteration 33Q: 3 clusters Score -382952.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -382955.812500 Penalty: 4106.478516
	Iteration 34Q: 3 clusters Score -382955.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -382958.312500 Penalty: 4106.478516
	Iteration 35Q: 3 clusters Score -382958.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -382960.375000 Penalty: 4106.478516
	Iteration 36Q: 3 clusters Score -382960.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -382963.218750 Penalty: 4106.478516
	Iteration 37Q: 3 clusters Score -382963.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -382963.750000 Penalty: 4106.478516
	Iteration 38Q: 3 clusters Score -382963.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -382965.218750 Penalty: 4106.478516
	Iteration 39Q: 3 clusters Score -382965.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -382965.218750 Penalty: 4106.478516
	Iteration 40F: 3 clusters Score -382965.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (81255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Entering Unmasked Estep 
Score: -9833212.000000 Penalty: 2803.726074
	Iteration 0F: 2 clusters Score -9833212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -9778979.000000 Penalty: 5607.452148
	Iteration 0F: 3 clusters Score -9778979 nChanged 37973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -9800271.000000 Penalty: 5607.452148
	Iteration 1F: 3 clusters Score -9800271 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -9800943.000000 Penalty: 5607.452148
	Iteration 2Q: 3 clusters Score -9800943 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -9801741.000000 Penalty: 5607.452148
	Iteration 3Q: 3 clusters Score -9801741 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -9802875.000000 Penalty: 5607.452148
	Iteration 4Q: 3 clusters Score -9802875 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -9804492.000000 Penalty: 5607.452148
	Iteration 5Q: 3 clusters Score -9804492 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -9807234.000000 Penalty: 5607.452148
	Iteration 6F: 3 clusters Score -9807234 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60324 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -9811603.000000 Penalty: 5607.452148
	Iteration 7F: 3 clusters Score -9811603 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66951 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -9817309.000000 Penalty: 5607.452148
	Iteration 8F: 3 clusters Score -9817309 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73077 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -9823070.000000 Penalty: 5607.452148
	Iteration 9F: 3 clusters Score -9823070 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77269 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -9827265.000000 Penalty: 5607.452148
	Iteration 10F: 3 clusters Score -9827265 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79513 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -9829345.000000 Penalty: 5607.452148
	Iteration 11Q: 3 clusters Score -9829345 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80366 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -9830191.000000 Penalty: 5607.452148
	Iteration 12Q: 3 clusters Score -9830191 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80679 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9830486.000000 Penalty: 5607.452148
	Iteration 13Q: 3 clusters Score -9830486 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80780 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9830618.000000 Penalty: 5607.452148
	Iteration 14Q: 3 clusters Score -9830618 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80840 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9830690.000000 Penalty: 5607.452148
	Iteration 15Q: 3 clusters Score -9830690 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80875 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9830740.000000 Penalty: 5607.452148
	Iteration 16Q: 3 clusters Score -9830740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80894 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9830788.000000 Penalty: 5607.452148
	Iteration 17Q: 3 clusters Score -9830788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80905 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9830812.000000 Penalty: 5607.452148
	Iteration 18Q: 3 clusters Score -9830812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9830823.000000 Penalty: 5607.452148
	Iteration 19Q: 3 clusters Score -9830823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80916 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9830830.000000 Penalty: 5607.452148
	Iteration 20F: 3 clusters Score -9830830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80920 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9830833.000000 Penalty: 5607.452148
	Iteration 21Q: 3 clusters Score -9830833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80921 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9830829.000000 Penalty: 5607.452148
	Iteration 22Q: 3 clusters Score -9830829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80924 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9830829.000000 Penalty: 5607.452148
	Iteration 23Q: 3 clusters Score -9830829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9830828.000000 Penalty: 5607.452148
	Iteration 24Q: 3 clusters Score -9830828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80932 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9830835.000000 Penalty: 5607.452148
	Iteration 25Q: 3 clusters Score -9830835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80930 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9830836.000000 Penalty: 5607.452148
	Iteration 26Q: 3 clusters Score -9830836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9830849.000000 Penalty: 5607.452148
	Iteration 27Q: 3 clusters Score -9830849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9830849.000000 Penalty: 5607.452148
	Iteration 28F: 3 clusters Score -9830849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Entering Unmasked Estep 
Score: -193641.468750 Penalty: 1844.719116
	Iteration 0F: 2 clusters Score -193641.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -191230.281250 Penalty: 3689.438232
	Iteration 0F: 3 clusters Score -191230.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -191616.734375 Penalty: 3689.438232
	Iteration 1F: 3 clusters Score -191616.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -191775.531250 Penalty: 3689.438232
	Iteration 2F: 3 clusters Score -191775.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -191934.609375 Penalty: 3689.438232
	Iteration 3F: 3 clusters Score -191934.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -192071.468750 Penalty: 3689.438232
	Iteration 4Q: 3 clusters Score -192071.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -192266.750000 Penalty: 3689.438232
	Iteration 5F: 3 clusters Score -192266.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -192494.031250 Penalty: 3689.438232
	Iteration 6F: 3 clusters Score -192494 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -192799.265625 Penalty: 3689.438232
	Iteration 7F: 3 clusters Score -192799.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -193307.281250 Penalty: 3689.438232
	Iteration 8F: 3 clusters Score -193307.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -193747.000000 Penalty: 3689.438232
	Iteration 9F: 3 clusters Score -193747 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -194102.109375 Penalty: 3689.438232
	Iteration 10Q: 3 clusters Score -194102.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -194331.812500 Penalty: 3689.438232
	Iteration 11Q: 3 clusters Score -194331.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -194582.312500 Penalty: 3689.438232
	Iteration 12Q: 3 clusters Score -194582.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -194800.312500 Penalty: 3689.438232
	Iteration 13Q: 3 clusters Score -194800.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -194876.781250 Penalty: 3689.438232
	Iteration 14Q: 3 clusters Score -194876.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -194876.781250 Penalty: 3689.438232
	Iteration 15F: 3 clusters Score -194876.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2067 members 
Mstep: Class 4 contains 102644 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53826 members 
Mstep: Class 7 contains 15686 members 
Mstep: Class 8 contains 4026 members 
Mstep: Class 9 contains 82426 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25720 members 
Mstep: Class 13 contains 18006 members 
Mstep: Class 14 contains 285335 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8853 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13424 members 
Mstep: Class 19 contains 274228 members 
Mstep: Class 20 contains 169904 members 
Mstep: Class 21 contains 24993 members 
Mstep: Class 22 contains 36512 members 
Mstep: Class 23 contains 14084 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 81255 members 
Mstep: Class 26 contains 871 members 
Mstep: Class 27 contains 2707 members 
Mstep: Class 28 contains 829 members 
Entering Unmasked Estep 
Score: -154613920.000000 Penalty: 97617.203125
Splitting cluster 26 changes total score from -154614352.000000 to -154613920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Entering Unmasked Estep 
Score: -305709.187500 Penalty: 1960.091919
	Iteration 0F: 2 clusters Score -305709.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -302631.937500 Penalty: 3920.183838
	Iteration 0F: 3 clusters Score -302631.9 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -303241.812500 Penalty: 3920.183838
	Iteration 1F: 3 clusters Score -303241.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -303378.906250 Penalty: 3920.183838
	Iteration 2F: 3 clusters Score -303378.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -303472.031250 Penalty: 3920.183838
	Iteration 3Q: 3 clusters Score -303472 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -303564.406250 Penalty: 3920.183838
	Iteration 4Q: 3 clusters Score -303564.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -303650.843750 Penalty: 3920.183838
	Iteration 5Q: 3 clusters Score -303650.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -303728.843750 Penalty: 3920.183838
	Iteration 6Q: 3 clusters Score -303728.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -303795.718750 Penalty: 3920.183838
	Iteration 7Q: 3 clusters Score -303795.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -303845.968750 Penalty: 3920.183838
	Iteration 8Q: 3 clusters Score -303846 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -303904.312500 Penalty: 3920.183838
	Iteration 9Q: 3 clusters Score -303904.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -303951.437500 Penalty: 3920.183838
	Iteration 10Q: 3 clusters Score -303951.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -303985.312500 Penalty: 3920.183838
	Iteration 11Q: 3 clusters Score -303985.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -304012.312500 Penalty: 3920.183838
	Iteration 12Q: 3 clusters Score -304012.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -304031.875000 Penalty: 3920.183838
	Iteration 13Q: 3 clusters Score -304031.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -304046.843750 Penalty: 3920.183838
	Iteration 14Q: 3 clusters Score -304046.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -304057.500000 Penalty: 3920.183838
	Iteration 15Q: 3 clusters Score -304057.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -304062.812500 Penalty: 3920.183838
	Iteration 16Q: 3 clusters Score -304062.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -304066.781250 Penalty: 3920.183838
	Iteration 17Q: 3 clusters Score -304066.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -304071.375000 Penalty: 3920.183838
	Iteration 18Q: 3 clusters Score -304071.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -304074.625000 Penalty: 3920.183838
	Iteration 19Q: 3 clusters Score -304074.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -304077.218750 Penalty: 3920.183838
	Iteration 20F: 3 clusters Score -304077.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -304079.531250 Penalty: 3920.183838
	Iteration 21Q: 3 clusters Score -304079.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -304079.093750 Penalty: 3920.183838
	Iteration 22Q: 3 clusters Score -304079.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -304079.093750 Penalty: 3920.183838
	Iteration 23F: 3 clusters Score -304079.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2067 members 
Mstep: Class 4 contains 102644 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53826 members 
Mstep: Class 7 contains 15686 members 
Mstep: Class 8 contains 4026 members 
Mstep: Class 9 contains 82426 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25720 members 
Mstep: Class 13 contains 18006 members 
Mstep: Class 14 contains 285335 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8853 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13424 members 
Mstep: Class 19 contains 274228 members 
Mstep: Class 20 contains 169904 members 
Mstep: Class 21 contains 24993 members 
Mstep: Class 22 contains 36512 members 
Mstep: Class 23 contains 14084 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 81255 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614592.000000 Penalty: 94130.875000
Iteration 159Q: 28 clusters Score -1.546146e+08 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2066 members 
Mstep: Class 4 contains 102599 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53792 members 
Mstep: Class 7 contains 15684 members 
Mstep: Class 8 contains 4028 members 
Mstep: Class 9 contains 82407 members 
Mstep: Class 10 contains 16161 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25719 members 
Mstep: Class 13 contains 17998 members 
Mstep: Class 14 contains 285628 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8852 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13401 members 
Mstep: Class 19 contains 274205 members 
Mstep: Class 20 contains 169784 members 
Mstep: Class 21 contains 24993 members 
Mstep: Class 22 contains 36503 members 
Mstep: Class 23 contains 14093 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 81238 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614816.000000 Penalty: 94130.875000
Iteration 160F: 28 clusters Score -1.546148e+08 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2066 members 
Mstep: Class 4 contains 102565 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53764 members 
Mstep: Class 7 contains 15679 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 82407 members 
Mstep: Class 10 contains 16164 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25721 members 
Mstep: Class 13 contains 17988 members 
Mstep: Class 14 contains 285988 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8851 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 274039 members 
Mstep: Class 20 contains 169696 members 
Mstep: Class 21 contains 24995 members 
Mstep: Class 22 contains 36492 members 
Mstep: Class 23 contains 14100 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 81229 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614608.000000 Penalty: 94130.875000
Iteration 161Q: 28 clusters Score -1.546146e+08 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2066 members 
Mstep: Class 4 contains 102542 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53752 members 
Mstep: Class 7 contains 15667 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 82390 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25720 members 
Mstep: Class 13 contains 17992 members 
Mstep: Class 14 contains 286368 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8851 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 13359 members 
Mstep: Class 19 contains 273848 members 
Mstep: Class 20 contains 169609 members 
Mstep: Class 21 contains 24996 members 
Mstep: Class 22 contains 36486 members 
Mstep: Class 23 contains 14103 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 81207 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614512.000000 Penalty: 94130.875000
Iteration 162Q: 28 clusters Score -1.546145e+08 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2066 members 
Mstep: Class 4 contains 102497 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53745 members 
Mstep: Class 7 contains 15664 members 
Mstep: Class 8 contains 4032 members 
Mstep: Class 9 contains 82381 members 
Mstep: Class 10 contains 16157 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25719 members 
Mstep: Class 13 contains 17997 members 
Mstep: Class 14 contains 286796 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8851 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 13340 members 
Mstep: Class 19 contains 273572 members 
Mstep: Class 20 contains 169559 members 
Mstep: Class 21 contains 24991 members 
Mstep: Class 22 contains 36488 members 
Mstep: Class 23 contains 14103 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 81189 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614544.000000 Penalty: 94130.875000
Iteration 163Q: 28 clusters Score -1.546145e+08 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2066 members 
Mstep: Class 4 contains 102445 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53737 members 
Mstep: Class 7 contains 15664 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 82364 members 
Mstep: Class 10 contains 16152 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25722 members 
Mstep: Class 13 contains 17995 members 
Mstep: Class 14 contains 287149 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8853 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 13322 members 
Mstep: Class 19 contains 273395 members 
Mstep: Class 20 contains 169514 members 
Mstep: Class 21 contains 24987 members 
Mstep: Class 22 contains 36488 members 
Mstep: Class 23 contains 14104 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 81165 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614272.000000 Penalty: 94130.875000
Iteration 164Q: 28 clusters Score -1.546143e+08 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2066 members 
Mstep: Class 4 contains 102386 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53732 members 
Mstep: Class 7 contains 15667 members 
Mstep: Class 8 contains 4030 members 
Mstep: Class 9 contains 82360 members 
Mstep: Class 10 contains 16142 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25721 members 
Mstep: Class 13 contains 17990 members 
Mstep: Class 14 contains 287417 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8854 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 13316 members 
Mstep: Class 19 contains 273269 members 
Mstep: Class 20 contains 169483 members 
Mstep: Class 21 contains 24981 members 
Mstep: Class 22 contains 36491 members 
Mstep: Class 23 contains 14109 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 81152 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613968.000000 Penalty: 94130.875000
Iteration 165Q: 28 clusters Score -1.54614e+08 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2066 members 
Mstep: Class 4 contains 102317 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53718 members 
Mstep: Class 7 contains 15662 members 
Mstep: Class 8 contains 4030 members 
Mstep: Class 9 contains 82352 members 
Mstep: Class 10 contains 16138 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25716 members 
Mstep: Class 13 contains 17986 members 
Mstep: Class 14 contains 287740 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8853 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 13308 members 
Mstep: Class 19 contains 273117 members 
Mstep: Class 20 contains 169445 members 
Mstep: Class 21 contains 24979 members 
Mstep: Class 22 contains 36494 members 
Mstep: Class 23 contains 14122 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 81127 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614000.000000 Penalty: 94130.875000
Iteration 166Q: 28 clusters Score -1.54614e+08 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2066 members 
Mstep: Class 4 contains 102225 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53684 members 
Mstep: Class 7 contains 15663 members 
Mstep: Class 8 contains 4032 members 
Mstep: Class 9 contains 82344 members 
Mstep: Class 10 contains 16135 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25713 members 
Mstep: Class 13 contains 17975 members 
Mstep: Class 14 contains 288032 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8853 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 13290 members 
Mstep: Class 19 contains 273048 members 
Mstep: Class 20 contains 169391 members 
Mstep: Class 21 contains 24977 members 
Mstep: Class 22 contains 36496 members 
Mstep: Class 23 contains 14130 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 81106 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613936.000000 Penalty: 94130.875000
Iteration 167Q: 28 clusters Score -1.546139e+08 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2065 members 
Mstep: Class 4 contains 102137 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53660 members 
Mstep: Class 7 contains 15665 members 
Mstep: Class 8 contains 4037 members 
Mstep: Class 9 contains 82321 members 
Mstep: Class 10 contains 16138 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25712 members 
Mstep: Class 13 contains 17967 members 
Mstep: Class 14 contains 288204 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8853 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 13263 members 
Mstep: Class 19 contains 273116 members 
Mstep: Class 20 contains 169342 members 
Mstep: Class 21 contains 24975 members 
Mstep: Class 22 contains 36492 members 
Mstep: Class 23 contains 14132 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 81066 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614240.000000 Penalty: 94130.875000
Iteration 168Q: 28 clusters Score -1.546142e+08 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 102071 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53640 members 
Mstep: Class 7 contains 15669 members 
Mstep: Class 8 contains 4040 members 
Mstep: Class 9 contains 82298 members 
Mstep: Class 10 contains 16141 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25713 members 
Mstep: Class 13 contains 17959 members 
Mstep: Class 14 contains 288327 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8852 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 13243 members 
Mstep: Class 19 contains 273242 members 
Mstep: Class 20 contains 169254 members 
Mstep: Class 21 contains 24978 members 
Mstep: Class 22 contains 36490 members 
Mstep: Class 23 contains 14143 members 
Mstep: Class 24 contains 3940 members 
Mstep: Class 25 contains 81025 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614608.000000 Penalty: 94130.875000
Iteration 169Q: 28 clusters Score -1.546146e+08 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2065 members 
Mstep: Class 4 contains 101988 members 
Mstep: Class 5 contains 384 members 
Mstep: Class 6 contains 53618 members 
Mstep: Class 7 contains 15672 members 
Mstep: Class 8 contains 4040 members 
Mstep: Class 9 contains 82285 members 
Mstep: Class 10 contains 16140 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25711 members 
Mstep: Class 13 contains 17949 members 
Mstep: Class 14 contains 288391 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 16 contains 8852 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 13229 members 
Mstep: Class 19 contains 273371 members 
Mstep: Class 20 contains 169219 members 
Mstep: Class 21 contains 24985 members 
Mstep: Class 22 contains 36484 members 
Mstep: Class 23 contains 14150 members 
Mstep: Class 24 contains 3939 members 
Mstep: Class 25 contains 80997 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614832.000000 Penalty: 94130.875000
Iteration 170Q: 28 clusters Score -1.546148e+08 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2066 members 
Mstep: Class 4 contains 101892 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53615 members 
Mstep: Class 7 contains 15673 members 
Mstep: Class 8 contains 4039 members 
Mstep: Class 9 contains 82251 members 
Mstep: Class 10 contains 16136 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25709 members 
Mstep: Class 13 contains 17934 members 
Mstep: Class 14 contains 288429 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 16 contains 8852 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 13217 members 
Mstep: Class 19 contains 273604 members 
Mstep: Class 20 contains 169126 members 
Mstep: Class 21 contains 24985 members 
Mstep: Class 22 contains 36478 members 
Mstep: Class 23 contains 14158 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 80962 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614832.000000 Penalty: 94130.875000
Iteration 171Q: 28 clusters Score -1.546148e+08 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2065 members 
Mstep: Class 4 contains 101813 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53599 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 4038 members 
Mstep: Class 9 contains 82234 members 
Mstep: Class 10 contains 16138 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25707 members 
Mstep: Class 13 contains 17926 members 
Mstep: Class 14 contains 288538 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 16 contains 8851 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 13192 members 
Mstep: Class 19 contains 273746 members 
Mstep: Class 20 contains 169058 members 
Mstep: Class 21 contains 24988 members 
Mstep: Class 22 contains 36473 members 
Mstep: Class 23 contains 14165 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 80928 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614496.000000 Penalty: 94130.875000
Iteration 172Q: 28 clusters Score -1.546145e+08 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2065 members 
Mstep: Class 4 contains 101734 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53570 members 
Mstep: Class 7 contains 15667 members 
Mstep: Class 8 contains 4040 members 
Mstep: Class 9 contains 82195 members 
Mstep: Class 10 contains 16141 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25710 members 
Mstep: Class 13 contains 17913 members 
Mstep: Class 14 contains 288634 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 16 contains 8851 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 13177 members 
Mstep: Class 19 contains 273913 members 
Mstep: Class 20 contains 168998 members 
Mstep: Class 21 contains 24986 members 
Mstep: Class 22 contains 36469 members 
Mstep: Class 23 contains 14167 members 
Mstep: Class 24 contains 3936 members 
Mstep: Class 25 contains 80899 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615024.000000 Penalty: 94130.875000
Iteration 173Q: 28 clusters Score -1.54615e+08 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2066 members 
Mstep: Class 4 contains 101671 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53531 members 
Mstep: Class 7 contains 15657 members 
Mstep: Class 8 contains 4043 members 
Mstep: Class 9 contains 82142 members 
Mstep: Class 10 contains 16140 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25709 members 
Mstep: Class 13 contains 17900 members 
Mstep: Class 14 contains 288721 members 
Mstep: Class 15 contains 2664 members 
Mstep: Class 16 contains 8849 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13163 members 
Mstep: Class 19 contains 274155 members 
Mstep: Class 20 contains 168895 members 
Mstep: Class 21 contains 24984 members 
Mstep: Class 22 contains 36467 members 
Mstep: Class 23 contains 14167 members 
Mstep: Class 24 contains 3935 members 
Mstep: Class 25 contains 80865 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615088.000000 Penalty: 94130.875000
Iteration 174Q: 28 clusters Score -1.546151e+08 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2066 members 
Mstep: Class 4 contains 101614 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53504 members 
Mstep: Class 7 contains 15651 members 
Mstep: Class 8 contains 4050 members 
Mstep: Class 9 contains 82111 members 
Mstep: Class 10 contains 16139 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25705 members 
Mstep: Class 13 contains 17896 members 
Mstep: Class 14 contains 288803 members 
Mstep: Class 15 contains 2666 members 
Mstep: Class 16 contains 8847 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 13148 members 
Mstep: Class 19 contains 274346 members 
Mstep: Class 20 contains 168792 members 
Mstep: Class 21 contains 24984 members 
Mstep: Class 22 contains 36466 members 
Mstep: Class 23 contains 14171 members 
Mstep: Class 24 contains 3935 members 
Mstep: Class 25 contains 80822 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615136.000000 Penalty: 94130.875000
Iteration 175Q: 28 clusters Score -1.546151e+08 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2066 members 
Mstep: Class 4 contains 101572 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53482 members 
Mstep: Class 7 contains 15649 members 
Mstep: Class 8 contains 4051 members 
Mstep: Class 9 contains 82066 members 
Mstep: Class 10 contains 16137 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25704 members 
Mstep: Class 13 contains 17881 members 
Mstep: Class 14 contains 288869 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 13137 members 
Mstep: Class 19 contains 274547 members 
Mstep: Class 20 contains 168678 members 
Mstep: Class 21 contains 24983 members 
Mstep: Class 22 contains 36474 members 
Mstep: Class 23 contains 14171 members 
Mstep: Class 24 contains 3934 members 
Mstep: Class 25 contains 80784 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615088.000000 Penalty: 94130.875000
Iteration 176Q: 28 clusters Score -1.546151e+08 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2066 members 
Mstep: Class 4 contains 101512 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53467 members 
Mstep: Class 7 contains 15652 members 
Mstep: Class 8 contains 4051 members 
Mstep: Class 9 contains 82029 members 
Mstep: Class 10 contains 16131 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25704 members 
Mstep: Class 13 contains 17864 members 
Mstep: Class 14 contains 288947 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 13133 members 
Mstep: Class 19 contains 274691 members 
Mstep: Class 20 contains 168615 members 
Mstep: Class 21 contains 24987 members 
Mstep: Class 22 contains 36478 members 
Mstep: Class 23 contains 14183 members 
Mstep: Class 24 contains 3933 members 
Mstep: Class 25 contains 80733 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615024.000000 Penalty: 94130.875000
Iteration 177Q: 28 clusters Score -1.54615e+08 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2065 members 
Mstep: Class 4 contains 101466 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53440 members 
Mstep: Class 7 contains 15650 members 
Mstep: Class 8 contains 4048 members 
Mstep: Class 9 contains 82001 members 
Mstep: Class 10 contains 16128 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25703 members 
Mstep: Class 13 contains 17857 members 
Mstep: Class 14 contains 289094 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 8847 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13132 members 
Mstep: Class 19 contains 274755 members 
Mstep: Class 20 contains 168552 members 
Mstep: Class 21 contains 24988 members 
Mstep: Class 22 contains 36477 members 
Mstep: Class 23 contains 14191 members 
Mstep: Class 24 contains 3934 members 
Mstep: Class 25 contains 80690 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614816.000000 Penalty: 94130.875000
Iteration 178Q: 28 clusters Score -1.546148e+08 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2065 members 
Mstep: Class 4 contains 101446 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53420 members 
Mstep: Class 7 contains 15643 members 
Mstep: Class 8 contains 4049 members 
Mstep: Class 9 contains 81993 members 
Mstep: Class 10 contains 16131 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25696 members 
Mstep: Class 13 contains 17838 members 
Mstep: Class 14 contains 289173 members 
Mstep: Class 15 contains 2671 members 
Mstep: Class 16 contains 8847 members 
Mstep: Class 17 contains 6334 members 
Mstep: Class 18 contains 13123 members 
Mstep: Class 19 contains 274836 members 
Mstep: Class 20 contains 168503 members 
Mstep: Class 21 contains 24988 members 
Mstep: Class 22 contains 36474 members 
Mstep: Class 23 contains 14197 members 
Mstep: Class 24 contains 3934 members 
Mstep: Class 25 contains 80660 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614720.000000 Penalty: 94130.875000
Iteration 179Q: 28 clusters Score -1.546147e+08 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2065 members 
Mstep: Class 4 contains 101412 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53408 members 
Mstep: Class 7 contains 15639 members 
Mstep: Class 8 contains 4051 members 
Mstep: Class 9 contains 81965 members 
Mstep: Class 10 contains 16131 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25693 members 
Mstep: Class 13 contains 17830 members 
Mstep: Class 14 contains 289326 members 
Mstep: Class 15 contains 2671 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13125 members 
Mstep: Class 19 contains 274856 members 
Mstep: Class 20 contains 168439 members 
Mstep: Class 21 contains 24989 members 
Mstep: Class 22 contains 36479 members 
Mstep: Class 23 contains 14204 members 
Mstep: Class 24 contains 3934 members 
Mstep: Class 25 contains 80611 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614896.000000 Penalty: 94130.875000
Iteration 180F: 28 clusters Score -1.546149e+08 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2063 members 
Mstep: Class 4 contains 101369 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53397 members 
Mstep: Class 7 contains 15635 members 
Mstep: Class 8 contains 4055 members 
Mstep: Class 9 contains 81944 members 
Mstep: Class 10 contains 16133 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25692 members 
Mstep: Class 13 contains 17830 members 
Mstep: Class 14 contains 289432 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 13117 members 
Mstep: Class 19 contains 274851 members 
Mstep: Class 20 contains 168436 members 
Mstep: Class 21 contains 24990 members 
Mstep: Class 22 contains 36477 members 
Mstep: Class 23 contains 14213 members 
Mstep: Class 24 contains 3935 members 
Mstep: Class 25 contains 80580 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614944.000000 Penalty: 94130.875000
Iteration 181Q: 28 clusters Score -1.546149e+08 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 101322 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53396 members 
Mstep: Class 7 contains 15636 members 
Mstep: Class 8 contains 4060 members 
Mstep: Class 9 contains 81937 members 
Mstep: Class 10 contains 16139 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25689 members 
Mstep: Class 13 contains 17829 members 
Mstep: Class 14 contains 289518 members 
Mstep: Class 15 contains 2672 members 
Mstep: Class 16 contains 8843 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 13113 members 
Mstep: Class 19 contains 274844 members 
Mstep: Class 20 contains 168434 members 
Mstep: Class 21 contains 24985 members 
Mstep: Class 22 contains 36473 members 
Mstep: Class 23 contains 14229 members 
Mstep: Class 24 contains 3935 members 
Mstep: Class 25 contains 80542 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614672.000000 Penalty: 94130.875000
Iteration 182Q: 28 clusters Score -1.546147e+08 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 101296 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53386 members 
Mstep: Class 7 contains 15636 members 
Mstep: Class 8 contains 4060 members 
Mstep: Class 9 contains 81940 members 
Mstep: Class 10 contains 16141 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25686 members 
Mstep: Class 13 contains 17827 members 
Mstep: Class 14 contains 289595 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 8842 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 13105 members 
Mstep: Class 19 contains 274868 members 
Mstep: Class 20 contains 168409 members 
Mstep: Class 21 contains 24981 members 
Mstep: Class 22 contains 36477 members 
Mstep: Class 23 contains 14239 members 
Mstep: Class 24 contains 3933 members 
Mstep: Class 25 contains 80513 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615040.000000 Penalty: 94130.875000
Iteration 183Q: 28 clusters Score -1.54615e+08 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 101265 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53353 members 
Mstep: Class 7 contains 15639 members 
Mstep: Class 8 contains 4059 members 
Mstep: Class 9 contains 81927 members 
Mstep: Class 10 contains 16144 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25681 members 
Mstep: Class 13 contains 17824 members 
Mstep: Class 14 contains 289660 members 
Mstep: Class 15 contains 2682 members 
Mstep: Class 16 contains 8841 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 13074 members 
Mstep: Class 19 contains 274914 members 
Mstep: Class 20 contains 168434 members 
Mstep: Class 21 contains 24978 members 
Mstep: Class 22 contains 36479 members 
Mstep: Class 23 contains 14253 members 
Mstep: Class 24 contains 3931 members 
Mstep: Class 25 contains 80484 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615264.000000 Penalty: 94130.875000
Iteration 184Q: 28 clusters Score -1.546153e+08 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101234 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53324 members 
Mstep: Class 7 contains 15646 members 
Mstep: Class 8 contains 4067 members 
Mstep: Class 9 contains 81913 members 
Mstep: Class 10 contains 16151 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25672 members 
Mstep: Class 13 contains 17820 members 
Mstep: Class 14 contains 289692 members 
Mstep: Class 15 contains 2685 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 13061 members 
Mstep: Class 19 contains 274972 members 
Mstep: Class 20 contains 168437 members 
Mstep: Class 21 contains 24977 members 
Mstep: Class 22 contains 36480 members 
Mstep: Class 23 contains 14270 members 
Mstep: Class 24 contains 3930 members 
Mstep: Class 25 contains 80457 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615664.000000 Penalty: 94130.875000
Iteration 185Q: 28 clusters Score -1.546157e+08 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101190 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53329 members 
Mstep: Class 7 contains 15648 members 
Mstep: Class 8 contains 4070 members 
Mstep: Class 9 contains 81895 members 
Mstep: Class 10 contains 16147 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25667 members 
Mstep: Class 13 contains 17811 members 
Mstep: Class 14 contains 289707 members 
Mstep: Class 15 contains 2686 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 13046 members 
Mstep: Class 19 contains 275000 members 
Mstep: Class 20 contains 168515 members 
Mstep: Class 21 contains 24977 members 
Mstep: Class 22 contains 36477 members 
Mstep: Class 23 contains 14278 members 
Mstep: Class 24 contains 3930 members 
Mstep: Class 25 contains 80428 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615696.000000 Penalty: 94130.875000
Iteration 186Q: 28 clusters Score -1.546157e+08 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2057 members 
Mstep: Class 4 contains 101123 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53329 members 
Mstep: Class 7 contains 15647 members 
Mstep: Class 8 contains 4071 members 
Mstep: Class 9 contains 81877 members 
Mstep: Class 10 contains 16142 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25659 members 
Mstep: Class 13 contains 17793 members 
Mstep: Class 14 contains 289793 members 
Mstep: Class 15 contains 2689 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 13038 members 
Mstep: Class 19 contains 274972 members 
Mstep: Class 20 contains 168607 members 
Mstep: Class 21 contains 24979 members 
Mstep: Class 22 contains 36484 members 
Mstep: Class 23 contains 14284 members 
Mstep: Class 24 contains 3930 members 
Mstep: Class 25 contains 80397 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615664.000000 Penalty: 94130.875000
Iteration 187Q: 28 clusters Score -1.546157e+08 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2055 members 
Mstep: Class 4 contains 101066 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53340 members 
Mstep: Class 7 contains 15648 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 81843 members 
Mstep: Class 10 contains 16130 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25653 members 
Mstep: Class 13 contains 17780 members 
Mstep: Class 14 contains 289840 members 
Mstep: Class 15 contains 2692 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 13044 members 
Mstep: Class 19 contains 275013 members 
Mstep: Class 20 contains 168672 members 
Mstep: Class 21 contains 24977 members 
Mstep: Class 22 contains 36492 members 
Mstep: Class 23 contains 14282 members 
Mstep: Class 24 contains 3930 members 
Mstep: Class 25 contains 80372 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615424.000000 Penalty: 94130.875000
Iteration 188Q: 28 clusters Score -1.546154e+08 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 101011 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53350 members 
Mstep: Class 7 contains 15649 members 
Mstep: Class 8 contains 4075 members 
Mstep: Class 9 contains 81820 members 
Mstep: Class 10 contains 16120 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25656 members 
Mstep: Class 13 contains 17774 members 
Mstep: Class 14 contains 289839 members 
Mstep: Class 15 contains 2693 members 
Mstep: Class 16 contains 8837 members 
Mstep: Class 17 contains 6334 members 
Mstep: Class 18 contains 13032 members 
Mstep: Class 19 contains 275093 members 
Mstep: Class 20 contains 168738 members 
Mstep: Class 21 contains 24973 members 
Mstep: Class 22 contains 36493 members 
Mstep: Class 23 contains 14281 members 
Mstep: Class 24 contains 3930 members 
Mstep: Class 25 contains 80338 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615648.000000 Penalty: 94130.875000
Iteration 189Q: 28 clusters Score -1.546156e+08 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2049 members 
Mstep: Class 4 contains 100952 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53350 members 
Mstep: Class 7 contains 15654 members 
Mstep: Class 8 contains 4079 members 
Mstep: Class 9 contains 81793 members 
Mstep: Class 10 contains 16113 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25655 members 
Mstep: Class 13 contains 17762 members 
Mstep: Class 14 contains 289814 members 
Mstep: Class 15 contains 2694 members 
Mstep: Class 16 contains 8836 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13020 members 
Mstep: Class 19 contains 275214 members 
Mstep: Class 20 contains 168824 members 
Mstep: Class 21 contains 24971 members 
Mstep: Class 22 contains 36488 members 
Mstep: Class 23 contains 14274 members 
Mstep: Class 24 contains 3930 members 
Mstep: Class 25 contains 80300 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615392.000000 Penalty: 94130.875000
Iteration 190Q: 28 clusters Score -1.546154e+08 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 100915 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53354 members 
Mstep: Class 7 contains 15661 members 
Mstep: Class 8 contains 4085 members 
Mstep: Class 9 contains 81763 members 
Mstep: Class 10 contains 16106 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25655 members 
Mstep: Class 13 contains 17753 members 
Mstep: Class 14 contains 289793 members 
Mstep: Class 15 contains 2694 members 
Mstep: Class 16 contains 8833 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 13014 members 
Mstep: Class 19 contains 275253 members 
Mstep: Class 20 contains 168910 members 
Mstep: Class 21 contains 24969 members 
Mstep: Class 22 contains 36493 members 
Mstep: Class 23 contains 14275 members 
Mstep: Class 24 contains 3930 members 
Mstep: Class 25 contains 80270 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615040.000000 Penalty: 94130.875000
Iteration 191Q: 28 clusters Score -1.54615e+08 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 100887 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53351 members 
Mstep: Class 7 contains 15662 members 
Mstep: Class 8 contains 4086 members 
Mstep: Class 9 contains 81722 members 
Mstep: Class 10 contains 16098 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25655 members 
Mstep: Class 13 contains 17749 members 
Mstep: Class 14 contains 289820 members 
Mstep: Class 15 contains 2694 members 
Mstep: Class 16 contains 8832 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 13012 members 
Mstep: Class 19 contains 275284 members 
Mstep: Class 20 contains 169003 members 
Mstep: Class 21 contains 24973 members 
Mstep: Class 22 contains 36492 members 
Mstep: Class 23 contains 14276 members 
Mstep: Class 24 contains 3929 members 
Mstep: Class 25 contains 80213 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615376.000000 Penalty: 94130.875000
Iteration 192Q: 28 clusters Score -1.546154e+08 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 100856 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53352 members 
Mstep: Class 7 contains 15661 members 
Mstep: Class 8 contains 4088 members 
Mstep: Class 9 contains 81691 members 
Mstep: Class 10 contains 16085 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25657 members 
Mstep: Class 13 contains 17750 members 
Mstep: Class 14 contains 289821 members 
Mstep: Class 15 contains 2694 members 
Mstep: Class 16 contains 8830 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 13014 members 
Mstep: Class 19 contains 275319 members 
Mstep: Class 20 contains 169103 members 
Mstep: Class 21 contains 24972 members 
Mstep: Class 22 contains 36493 members 
Mstep: Class 23 contains 14277 members 
Mstep: Class 24 contains 3928 members 
Mstep: Class 25 contains 80163 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615712.000000 Penalty: 94130.875000
Iteration 193Q: 28 clusters Score -1.546157e+08 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 100798 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53339 members 
Mstep: Class 7 contains 15665 members 
Mstep: Class 8 contains 4091 members 
Mstep: Class 9 contains 81667 members 
Mstep: Class 10 contains 16071 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25654 members 
Mstep: Class 13 contains 17747 members 
Mstep: Class 14 contains 289859 members 
Mstep: Class 15 contains 2694 members 
Mstep: Class 16 contains 8827 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 13016 members 
Mstep: Class 19 contains 275330 members 
Mstep: Class 20 contains 169218 members 
Mstep: Class 21 contains 24973 members 
Mstep: Class 22 contains 36501 members 
Mstep: Class 23 contains 14281 members 
Mstep: Class 24 contains 3928 members 
Mstep: Class 25 contains 80116 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615744.000000 Penalty: 94130.875000
Iteration 194Q: 28 clusters Score -1.546157e+08 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 100740 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53328 members 
Mstep: Class 7 contains 15656 members 
Mstep: Class 8 contains 4089 members 
Mstep: Class 9 contains 81654 members 
Mstep: Class 10 contains 16057 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25655 members 
Mstep: Class 13 contains 17748 members 
Mstep: Class 14 contains 289923 members 
Mstep: Class 15 contains 2694 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13016 members 
Mstep: Class 19 contains 275292 members 
Mstep: Class 20 contains 169371 members 
Mstep: Class 21 contains 24968 members 
Mstep: Class 22 contains 36512 members 
Mstep: Class 23 contains 14279 members 
Mstep: Class 24 contains 3928 members 
Mstep: Class 25 contains 80063 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615824.000000 Penalty: 94130.875000
Iteration 195Q: 28 clusters Score -1.546158e+08 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 100668 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53312 members 
Mstep: Class 7 contains 15656 members 
Mstep: Class 8 contains 4089 members 
Mstep: Class 9 contains 81620 members 
Mstep: Class 10 contains 16040 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25655 members 
Mstep: Class 13 contains 17749 members 
Mstep: Class 14 contains 289962 members 
Mstep: Class 15 contains 2694 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13022 members 
Mstep: Class 19 contains 275316 members 
Mstep: Class 20 contains 169544 members 
Mstep: Class 21 contains 24965 members 
Mstep: Class 22 contains 36517 members 
Mstep: Class 23 contains 14284 members 
Mstep: Class 24 contains 3927 members 
Mstep: Class 25 contains 79998 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615824.000000 Penalty: 94130.875000
Iteration 196Q: 28 clusters Score -1.546158e+08 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 100608 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53315 members 
Mstep: Class 7 contains 15656 members 
Mstep: Class 8 contains 4090 members 
Mstep: Class 9 contains 81589 members 
Mstep: Class 10 contains 16024 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25654 members 
Mstep: Class 13 contains 17751 members 
Mstep: Class 14 contains 289967 members 
Mstep: Class 15 contains 2694 members 
Mstep: Class 16 contains 8818 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 13021 members 
Mstep: Class 19 contains 275324 members 
Mstep: Class 20 contains 169726 members 
Mstep: Class 21 contains 24959 members 
Mstep: Class 22 contains 36517 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 3927 members 
Mstep: Class 25 contains 79945 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615856.000000 Penalty: 94130.875000
Iteration 197Q: 28 clusters Score -1.546159e+08 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 100563 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53333 members 
Mstep: Class 7 contains 15651 members 
Mstep: Class 8 contains 4095 members 
Mstep: Class 9 contains 81586 members 
Mstep: Class 10 contains 16004 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25648 members 
Mstep: Class 13 contains 17737 members 
Mstep: Class 14 contains 290007 members 
Mstep: Class 15 contains 2694 members 
Mstep: Class 16 contains 8816 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 13010 members 
Mstep: Class 19 contains 275307 members 
Mstep: Class 20 contains 169851 members 
Mstep: Class 21 contains 24960 members 
Mstep: Class 22 contains 36514 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 3927 members 
Mstep: Class 25 contains 79897 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615824.000000 Penalty: 94130.875000
Iteration 198Q: 28 clusters Score -1.546158e+08 nChanged 2107
Entering ConstructFrom: 
Score: -154615824.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (26100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Entering Unmasked Estep 
Score: -3265191.750000 Penalty: 2522.083252
	Iteration 0F: 2 clusters Score -3265192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -3247240.500000 Penalty: 5044.166504
	Iteration 0F: 3 clusters Score -3247240 nChanged 11683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -3253556.000000 Penalty: 5044.166504
	Iteration 1F: 3 clusters Score -3253556 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -3253976.500000 Penalty: 5044.166504
	Iteration 2Q: 3 clusters Score -3253976 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -3254279.750000 Penalty: 5044.166504
	Iteration 3Q: 3 clusters Score -3254280 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -3254525.500000 Penalty: 5044.166504
	Iteration 4Q: 3 clusters Score -3254526 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3254778.500000 Penalty: 5044.166504
	Iteration 5Q: 3 clusters Score -3254778 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3255028.000000 Penalty: 5044.166504
	Iteration 6Q: 3 clusters Score -3255028 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -3255330.250000 Penalty: 5044.166504
	Iteration 7Q: 3 clusters Score -3255330 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -3255647.500000 Penalty: 5044.166504
	Iteration 8Q: 3 clusters Score -3255648 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3256080.000000 Penalty: 5044.166504
	Iteration 9Q: 3 clusters Score -3256080 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -3256680.250000 Penalty: 5044.166504
	Iteration 10Q: 3 clusters Score -3256680 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -3257471.000000 Penalty: 5044.166504
	Iteration 11Q: 3 clusters Score -3257471 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -3258425.250000 Penalty: 5044.166504
	Iteration 12F: 3 clusters Score -3258425 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -3259463.000000 Penalty: 5044.166504
	Iteration 13F: 3 clusters Score -3259463 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -3260516.500000 Penalty: 5044.166504
	Iteration 14Q: 3 clusters Score -3260516 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -3261506.500000 Penalty: 5044.166504
	Iteration 15Q: 3 clusters Score -3261506 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -3262377.000000 Penalty: 5044.166504
	Iteration 16Q: 3 clusters Score -3262377 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -3263191.250000 Penalty: 5044.166504
	Iteration 17Q: 3 clusters Score -3263191 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -3263803.000000 Penalty: 5044.166504
	Iteration 18Q: 3 clusters Score -3263803 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -3264217.500000 Penalty: 5044.166504
	Iteration 19Q: 3 clusters Score -3264218 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -3264508.250000 Penalty: 5044.166504
	Iteration 20F: 3 clusters Score -3264508 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -3264662.250000 Penalty: 5044.166504
	Iteration 21Q: 3 clusters Score -3264662 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -3264759.000000 Penalty: 5044.166504
	Iteration 22Q: 3 clusters Score -3264759 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3264810.750000 Penalty: 5044.166504
	Iteration 23Q: 3 clusters Score -3264811 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -3264826.250000 Penalty: 5044.166504
	Iteration 24Q: 3 clusters Score -3264826 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -3264841.250000 Penalty: 5044.166504
	Iteration 25Q: 3 clusters Score -3264841 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -3264855.500000 Penalty: 5044.166504
	Iteration 26Q: 3 clusters Score -3264856 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -3264863.500000 Penalty: 5044.166504
	Iteration 27Q: 3 clusters Score -3264864 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -3264873.500000 Penalty: 5044.166504
	Iteration 28Q: 3 clusters Score -3264874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -3264870.500000 Penalty: 5044.166504
	Iteration 29Q: 3 clusters Score -3264870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -3264871.250000 Penalty: 5044.166504
	Iteration 30Q: 3 clusters Score -3264871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -3264876.250000 Penalty: 5044.166504
	Iteration 31Q: 3 clusters Score -3264876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -3264877.000000 Penalty: 5044.166504
	Iteration 32Q: 3 clusters Score -3264877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -3264880.500000 Penalty: 5044.166504
	Iteration 33Q: 3 clusters Score -3264880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -3264887.750000 Penalty: 5044.166504
	Iteration 34Q: 3 clusters Score -3264888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -3264888.250000 Penalty: 5044.166504
	Iteration 35Q: 3 clusters Score -3264888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -3264883.750000 Penalty: 5044.166504
	Iteration 36Q: 3 clusters Score -3264884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -3264893.000000 Penalty: 5044.166504
	Iteration 37Q: 3 clusters Score -3264893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -3264890.500000 Penalty: 5044.166504
	Iteration 38Q: 3 clusters Score -3264890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -3264889.250000 Penalty: 5044.166504
	Iteration 39Q: 3 clusters Score -3264889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -3264890.750000 Penalty: 5044.166504
	Iteration 40F: 3 clusters Score -3264891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -3264893.750000 Penalty: 5044.166504
	Iteration 41Q: 3 clusters Score -3264894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -3264888.250000 Penalty: 5044.166504
	Iteration 42Q: 3 clusters Score -3264888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -3264891.000000 Penalty: 5044.166504
	Iteration 43Q: 3 clusters Score -3264891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -3264888.750000 Penalty: 5044.166504
	Iteration 44Q: 3 clusters Score -3264889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3264895.000000 Penalty: 5044.166504
	Iteration 45Q: 3 clusters Score -3264895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -3264894.000000 Penalty: 5044.166504
	Iteration 46Q: 3 clusters Score -3264894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -3264893.250000 Penalty: 5044.166504
	Iteration 47Q: 3 clusters Score -3264893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -3264890.500000 Penalty: 5044.166504
	Iteration 48Q: 3 clusters Score -3264890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -3264887.500000 Penalty: 5044.166504
	Iteration 49Q: 3 clusters Score -3264888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -3264887.500000 Penalty: 5044.166504
	Iteration 50Q: 3 clusters Score -3264888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -3264890.000000 Penalty: 5044.166504
	Iteration 51Q: 3 clusters Score -3264890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -3264888.000000 Penalty: 5044.166504
	Iteration 52Q: 3 clusters Score -3264888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -3264889.250000 Penalty: 5044.166504
	Iteration 53Q: 3 clusters Score -3264889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -3264888.500000 Penalty: 5044.166504
	Iteration 54Q: 3 clusters Score -3264888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -3264888.500000 Penalty: 5044.166504
	Iteration 55F: 3 clusters Score -3264888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -51512.027344 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -51512.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49990.843750 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -49990.84 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50264.558594 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -50264.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50352.921875 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -50352.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50418.062500 Penalty: 3063.229980
	Iteration 3Q: 3 clusters Score -50418.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50483.855469 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -50483.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50558.230469 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -50558.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50581.410156 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -50581.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50589.515625 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -50589.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50598.257812 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -50598.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50610.921875 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -50610.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -50628.660156 Penalty: 3063.229980
	Iteration 10Q: 3 clusters Score -50628.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50638.589844 Penalty: 3063.229980
	Iteration 11Q: 3 clusters Score -50638.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -50657.656250 Penalty: 3063.229980
	Iteration 12Q: 3 clusters Score -50657.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -50673.011719 Penalty: 3063.229980
	Iteration 13Q: 3 clusters Score -50673.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50688.496094 Penalty: 3063.229980
	Iteration 14Q: 3 clusters Score -50688.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50718.542969 Penalty: 3063.229980
	Iteration 15Q: 3 clusters Score -50718.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50731.839844 Penalty: 3063.229980
	Iteration 16Q: 3 clusters Score -50731.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50753.277344 Penalty: 3063.229980
	Iteration 17Q: 3 clusters Score -50753.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50759.378906 Penalty: 3063.229980
	Iteration 18Q: 3 clusters Score -50759.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50762.613281 Penalty: 3063.229980
	Iteration 19Q: 3 clusters Score -50762.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50768.917969 Penalty: 3063.229980
	Iteration 20F: 3 clusters Score -50768.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50780.468750 Penalty: 3063.229980
	Iteration 21Q: 3 clusters Score -50780.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50780.468750 Penalty: 3063.229980
	Iteration 22F: 3 clusters Score -50780.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Entering Unmasked Estep 
Score: -232364.421875 Penalty: 1891.510254
	Iteration 0F: 2 clusters Score -232364.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -229736.656250 Penalty: 3783.020508
	Iteration 0F: 3 clusters Score -229736.7 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -230302.718750 Penalty: 3783.020508
	Iteration 1F: 3 clusters Score -230302.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -230475.265625 Penalty: 3783.020508
	Iteration 2F: 3 clusters Score -230475.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -230567.453125 Penalty: 3783.020508
	Iteration 3Q: 3 clusters Score -230567.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -230633.046875 Penalty: 3783.020508
	Iteration 4Q: 3 clusters Score -230633 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -230688.234375 Penalty: 3783.020508
	Iteration 5Q: 3 clusters Score -230688.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -230728.546875 Penalty: 3783.020508
	Iteration 6Q: 3 clusters Score -230728.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -230763.312500 Penalty: 3783.020508
	Iteration 7Q: 3 clusters Score -230763.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -230795.234375 Penalty: 3783.020508
	Iteration 8Q: 3 clusters Score -230795.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -230824.812500 Penalty: 3783.020508
	Iteration 9Q: 3 clusters Score -230824.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -230852.343750 Penalty: 3783.020508
	Iteration 10Q: 3 clusters Score -230852.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -230881.796875 Penalty: 3783.020508
	Iteration 11Q: 3 clusters Score -230881.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -230904.546875 Penalty: 3783.020508
	Iteration 12Q: 3 clusters Score -230904.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -230932.468750 Penalty: 3783.020508
	Iteration 13Q: 3 clusters Score -230932.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -230949.312500 Penalty: 3783.020508
	Iteration 14Q: 3 clusters Score -230949.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -230966.281250 Penalty: 3783.020508
	Iteration 15Q: 3 clusters Score -230966.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -230978.031250 Penalty: 3783.020508
	Iteration 16Q: 3 clusters Score -230978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -230992.859375 Penalty: 3783.020508
	Iteration 17Q: 3 clusters Score -230992.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -231006.093750 Penalty: 3783.020508
	Iteration 18Q: 3 clusters Score -231006.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -231019.593750 Penalty: 3783.020508
	Iteration 19Q: 3 clusters Score -231019.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -231035.500000 Penalty: 3783.020508
	Iteration 20F: 3 clusters Score -231035.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -231042.578125 Penalty: 3783.020508
	Iteration 21Q: 3 clusters Score -231042.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -231053.171875 Penalty: 3783.020508
	Iteration 22Q: 3 clusters Score -231053.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -231060.359375 Penalty: 3783.020508
	Iteration 23Q: 3 clusters Score -231060.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -231067.187500 Penalty: 3783.020508
	Iteration 24Q: 3 clusters Score -231067.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -231075.750000 Penalty: 3783.020508
	Iteration 25Q: 3 clusters Score -231075.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -231088.640625 Penalty: 3783.020508
	Iteration 26Q: 3 clusters Score -231088.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -231104.843750 Penalty: 3783.020508
	Iteration 27Q: 3 clusters Score -231104.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -231113.515625 Penalty: 3783.020508
	Iteration 28Q: 3 clusters Score -231113.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -231122.171875 Penalty: 3783.020508
	Iteration 29Q: 3 clusters Score -231122.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -231128.640625 Penalty: 3783.020508
	Iteration 30Q: 3 clusters Score -231128.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -231130.453125 Penalty: 3783.020508
	Iteration 31Q: 3 clusters Score -231130.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -231131.000000 Penalty: 3783.020508
	Iteration 32Q: 3 clusters Score -231131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -231131.000000 Penalty: 3783.020508
	Iteration 33F: 3 clusters Score -231131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (100553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100553 members 
Entering Unmasked Estep 
Score: -12643399.000000 Penalty: 2856.573242
	Iteration 0F: 2 clusters Score -1.26434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -12576223.000000 Penalty: 5713.146484
	Iteration 0F: 3 clusters Score -1.257622e+07 nChanged 47331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -12603639.000000 Penalty: 5713.146484
	Iteration 1F: 3 clusters Score -1.260364e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51369 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -12604674.000000 Penalty: 5713.146484
	Iteration 2Q: 3 clusters Score -1.260467e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -12606105.000000 Penalty: 5713.146484
	Iteration 3Q: 3 clusters Score -1.26061e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -12608008.000000 Penalty: 5713.146484
	Iteration 4Q: 3 clusters Score -1.260801e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -12610445.000000 Penalty: 5713.146484
	Iteration 5F: 3 clusters Score -1.261044e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -12613559.000000 Penalty: 5713.146484
	Iteration 6F: 3 clusters Score -1.261356e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -12617389.000000 Penalty: 5713.146484
	Iteration 7F: 3 clusters Score -1.261739e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66378 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -12621263.000000 Penalty: 5713.146484
	Iteration 8F: 3 clusters Score -1.262126e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70767 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -12625274.000000 Penalty: 5713.146484
	Iteration 9F: 3 clusters Score -1.262527e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -12629141.000000 Penalty: 5713.146484
	Iteration 10Q: 3 clusters Score -1.262914e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78542 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -12632438.000000 Penalty: 5713.146484
	Iteration 11Q: 3 clusters Score -1.263244e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81320 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -12634552.000000 Penalty: 5713.146484
	Iteration 12Q: 3 clusters Score -1.263455e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83491 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -12635818.000000 Penalty: 5713.146484
	Iteration 13Q: 3 clusters Score -1.263582e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85298 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -12636766.000000 Penalty: 5713.146484
	Iteration 14Q: 3 clusters Score -1.263677e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86800 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -12637483.000000 Penalty: 5713.146484
	Iteration 15Q: 3 clusters Score -1.263748e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88195 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -12638061.000000 Penalty: 5713.146484
	Iteration 16Q: 3 clusters Score -1.263806e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89472 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -12638648.000000 Penalty: 5713.146484
	Iteration 17Q: 3 clusters Score -1.263865e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90667 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -12639140.000000 Penalty: 5713.146484
	Iteration 18Q: 3 clusters Score -1.263914e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91741 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -12639660.000000 Penalty: 5713.146484
	Iteration 19Q: 3 clusters Score -1.263966e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92645 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -12640001.000000 Penalty: 5713.146484
	Iteration 20F: 3 clusters Score -1.264e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93396 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -12640245.000000 Penalty: 5713.146484
	Iteration 21Q: 3 clusters Score -1.264024e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94060 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -12640522.000000 Penalty: 5713.146484
	Iteration 22Q: 3 clusters Score -1.264052e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94640 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -12640716.000000 Penalty: 5713.146484
	Iteration 23Q: 3 clusters Score -1.264072e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95131 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -12640887.000000 Penalty: 5713.146484
	Iteration 24Q: 3 clusters Score -1.264089e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95544 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -12640951.000000 Penalty: 5713.146484
	Iteration 25Q: 3 clusters Score -1.264095e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95887 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -12641131.000000 Penalty: 5713.146484
	Iteration 26Q: 3 clusters Score -1.264113e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96167 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -12641240.000000 Penalty: 5713.146484
	Iteration 27Q: 3 clusters Score -1.264124e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96396 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -12641330.000000 Penalty: 5713.146484
	Iteration 28Q: 3 clusters Score -1.264133e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96587 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -12641337.000000 Penalty: 5713.146484
	Iteration 29Q: 3 clusters Score -1.264134e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96734 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -12641387.000000 Penalty: 5713.146484
	Iteration 30Q: 3 clusters Score -1.264139e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96864 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -12641386.000000 Penalty: 5713.146484
	Iteration 31Q: 3 clusters Score -1.264139e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96986 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -12641412.000000 Penalty: 5713.146484
	Iteration 32Q: 3 clusters Score -1.264141e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97116 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -12641457.000000 Penalty: 5713.146484
	Iteration 33Q: 3 clusters Score -1.264146e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97215 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -12641438.000000 Penalty: 5713.146484
	Iteration 34Q: 3 clusters Score -1.264144e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97298 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -12641473.000000 Penalty: 5713.146484
	Iteration 35Q: 3 clusters Score -1.264147e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97369 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -12641452.000000 Penalty: 5713.146484
	Iteration 36Q: 3 clusters Score -1.264145e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97427 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -12641459.000000 Penalty: 5713.146484
	Iteration 37Q: 3 clusters Score -1.264146e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97487 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -12641472.000000 Penalty: 5713.146484
	Iteration 38Q: 3 clusters Score -1.264147e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97531 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -12641486.000000 Penalty: 5713.146484
	Iteration 39Q: 3 clusters Score -1.264149e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97567 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -12641525.000000 Penalty: 5713.146484
	Iteration 40F: 3 clusters Score -1.264152e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97591 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -12641519.000000 Penalty: 5713.146484
	Iteration 41Q: 3 clusters Score -1.264152e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97611 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -12641526.000000 Penalty: 5713.146484
	Iteration 42Q: 3 clusters Score -1.264153e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97632 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -12641535.000000 Penalty: 5713.146484
	Iteration 43Q: 3 clusters Score -1.264154e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97651 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -12641529.000000 Penalty: 5713.146484
	Iteration 44Q: 3 clusters Score -1.264153e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97667 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -12641545.000000 Penalty: 5713.146484
	Iteration 45Q: 3 clusters Score -1.264154e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97684 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -12641537.000000 Penalty: 5713.146484
	Iteration 46Q: 3 clusters Score -1.264154e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97694 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -12641538.000000 Penalty: 5713.146484
	Iteration 47Q: 3 clusters Score -1.264154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97701 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -12641548.000000 Penalty: 5713.146484
	Iteration 48Q: 3 clusters Score -1.264155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97703 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -12641544.000000 Penalty: 5713.146484
	Iteration 49Q: 3 clusters Score -1.264154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97703 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -12641544.000000 Penalty: 5713.146484
	Iteration 50F: 3 clusters Score -1.264154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -38523.105469 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -38523.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37247.578125 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -37247.58 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37446.957031 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -37446.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -37586.386719 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -37586.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -37694.121094 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -37694.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -37795.082031 Penalty: 2950.225586
	Iteration 4F: 3 clusters Score -37795.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -37899.128906 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -37899.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -38057.695312 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -38057.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -38178.667969 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -38178.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -38318.253906 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -38318.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -38464.710938 Penalty: 2950.225586
	Iteration 9Q: 3 clusters Score -38464.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -38619.539062 Penalty: 2950.225586
	Iteration 10Q: 3 clusters Score -38619.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -38691.339844 Penalty: 2950.225586
	Iteration 11Q: 3 clusters Score -38691.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -38719.671875 Penalty: 2950.225586
	Iteration 12Q: 3 clusters Score -38719.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -38745.355469 Penalty: 2950.225586
	Iteration 13Q: 3 clusters Score -38745.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -38784.234375 Penalty: 2950.225586
	Iteration 14Q: 3 clusters Score -38784.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -38819.136719 Penalty: 2950.225586
	Iteration 15Q: 3 clusters Score -38819.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -38829.410156 Penalty: 2950.225586
	Iteration 16Q: 3 clusters Score -38829.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -38829.410156 Penalty: 2950.225586
	Iteration 17F: 3 clusters Score -38829.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 100553 members 
Mstep: Class 5 contains 287 members 
Mstep: Class 6 contains 53344 members 
Mstep: Class 7 contains 15651 members 
Mstep: Class 8 contains 4094 members 
Mstep: Class 9 contains 81579 members 
Mstep: Class 10 contains 15983 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25646 members 
Mstep: Class 13 contains 17736 members 
Mstep: Class 14 contains 290036 members 
Mstep: Class 15 contains 2694 members 
Mstep: Class 16 contains 8812 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 13004 members 
Mstep: Class 19 contains 275242 members 
Mstep: Class 20 contains 169966 members 
Mstep: Class 21 contains 24963 members 
Mstep: Class 22 contains 36525 members 
Mstep: Class 23 contains 14311 members 
Mstep: Class 24 contains 3927 members 
Mstep: Class 25 contains 79859 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2706 members 
Mstep: Class 28 contains 96 members 
Entering Unmasked Estep 
Score: -154614016.000000 Penalty: 97617.203125
Splitting cluster 5 changes total score from -154615824.000000 to -154614016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (53344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53344 members 
Entering Unmasked Estep 
Score: -6710772.500000 Penalty: 2699.360107
	Iteration 0F: 2 clusters Score -6710772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -6674718.000000 Penalty: 5398.720215
	Iteration 0F: 3 clusters Score -6674718 nChanged 24821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -6688725.000000 Penalty: 5398.720215
	Iteration 1F: 3 clusters Score -6688725 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -6689439.500000 Penalty: 5398.720215
	Iteration 2Q: 3 clusters Score -6689440 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -6690282.500000 Penalty: 5398.720215
	Iteration 3Q: 3 clusters Score -6690282 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -6691425.500000 Penalty: 5398.720215
	Iteration 4Q: 3 clusters Score -6691426 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -6693037.500000 Penalty: 5398.720215
	Iteration 5F: 3 clusters Score -6693038 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -6695306.000000 Penalty: 5398.720215
	Iteration 6F: 3 clusters Score -6695306 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -6698201.000000 Penalty: 5398.720215
	Iteration 7F: 3 clusters Score -6698201 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -6701427.000000 Penalty: 5398.720215
	Iteration 8F: 3 clusters Score -6701427 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -6704230.000000 Penalty: 5398.720215
	Iteration 9F: 3 clusters Score -6704230 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -6706040.500000 Penalty: 5398.720215
	Iteration 10Q: 3 clusters Score -6706040 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -6707011.500000 Penalty: 5398.720215
	Iteration 11Q: 3 clusters Score -6707012 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6707556.000000 Penalty: 5398.720215
	Iteration 12Q: 3 clusters Score -6707556 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6707918.000000 Penalty: 5398.720215
	Iteration 13Q: 3 clusters Score -6707918 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6708106.500000 Penalty: 5398.720215
	Iteration 14Q: 3 clusters Score -6708106 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6708208.000000 Penalty: 5398.720215
	Iteration 15Q: 3 clusters Score -6708208 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6708288.500000 Penalty: 5398.720215
	Iteration 16Q: 3 clusters Score -6708288 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52555 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6708373.500000 Penalty: 5398.720215
	Iteration 17Q: 3 clusters Score -6708374 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6708400.500000 Penalty: 5398.720215
	Iteration 18Q: 3 clusters Score -6708400 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52638 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6708418.500000 Penalty: 5398.720215
	Iteration 19Q: 3 clusters Score -6708418 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6708449.000000 Penalty: 5398.720215
	Iteration 20F: 3 clusters Score -6708449 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6708483.000000 Penalty: 5398.720215
	Iteration 21Q: 3 clusters Score -6708483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6708510.500000 Penalty: 5398.720215
	Iteration 22Q: 3 clusters Score -6708510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6708502.000000 Penalty: 5398.720215
	Iteration 23Q: 3 clusters Score -6708502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6708520.500000 Penalty: 5398.720215
	Iteration 24Q: 3 clusters Score -6708520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6708528.000000 Penalty: 5398.720215
	Iteration 25Q: 3 clusters Score -6708528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6708543.000000 Penalty: 5398.720215
	Iteration 26Q: 3 clusters Score -6708543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6708554.500000 Penalty: 5398.720215
	Iteration 27Q: 3 clusters Score -6708554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6708566.500000 Penalty: 5398.720215
	Iteration 28Q: 3 clusters Score -6708566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52757 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6708562.500000 Penalty: 5398.720215
	Iteration 29Q: 3 clusters Score -6708562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6708586.500000 Penalty: 5398.720215
	Iteration 30Q: 3 clusters Score -6708586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6708597.000000 Penalty: 5398.720215
	Iteration 31Q: 3 clusters Score -6708597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6708603.000000 Penalty: 5398.720215
	Iteration 32Q: 3 clusters Score -6708603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6708602.500000 Penalty: 5398.720215
	Iteration 33Q: 3 clusters Score -6708602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6708598.500000 Penalty: 5398.720215
	Iteration 34Q: 3 clusters Score -6708598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6708605.500000 Penalty: 5398.720215
	Iteration 35Q: 3 clusters Score -6708606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52767 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6708602.000000 Penalty: 5398.720215
	Iteration 36Q: 3 clusters Score -6708602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52767 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6708602.000000 Penalty: 5398.720215
	Iteration 37F: 3 clusters Score -6708602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Entering Unmasked Estep 
Score: -1867225.375000 Penalty: 2395.255859
	Iteration 0F: 2 clusters Score -1867225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1855966.625000 Penalty: 4790.511719
	Iteration 0F: 3 clusters Score -1855967 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1859780.625000 Penalty: 4790.511719
	Iteration 1F: 3 clusters Score -1859781 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1860612.125000 Penalty: 4790.511719
	Iteration 2F: 3 clusters Score -1860612 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1861560.500000 Penalty: 4790.511719
	Iteration 3F: 3 clusters Score -1861560 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1862505.125000 Penalty: 4790.511719
	Iteration 4F: 3 clusters Score -1862505 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1863410.875000 Penalty: 4790.511719
	Iteration 5F: 3 clusters Score -1863411 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1864193.500000 Penalty: 4790.511719
	Iteration 6F: 3 clusters Score -1864194 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1864770.875000 Penalty: 4790.511719
	Iteration 7Q: 3 clusters Score -1864771 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1865146.000000 Penalty: 4790.511719
	Iteration 8Q: 3 clusters Score -1865146 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1865337.250000 Penalty: 4790.511719
	Iteration 9Q: 3 clusters Score -1865337 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1865431.250000 Penalty: 4790.511719
	Iteration 10Q: 3 clusters Score -1865431 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1865480.000000 Penalty: 4790.511719
	Iteration 11Q: 3 clusters Score -1865480 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1865517.000000 Penalty: 4790.511719
	Iteration 12Q: 3 clusters Score -1865517 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1865558.000000 Penalty: 4790.511719
	Iteration 13Q: 3 clusters Score -1865558 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1865590.250000 Penalty: 4790.511719
	Iteration 14Q: 3 clusters Score -1865590 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1865617.625000 Penalty: 4790.511719
	Iteration 15Q: 3 clusters Score -1865618 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1865647.000000 Penalty: 4790.511719
	Iteration 16Q: 3 clusters Score -1865647 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1865673.000000 Penalty: 4790.511719
	Iteration 17Q: 3 clusters Score -1865673 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1865694.750000 Penalty: 4790.511719
	Iteration 18Q: 3 clusters Score -1865695 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1865714.625000 Penalty: 4790.511719
	Iteration 19Q: 3 clusters Score -1865715 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1865717.875000 Penalty: 4790.511719
	Iteration 20F: 3 clusters Score -1865718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1865734.125000 Penalty: 4790.511719
	Iteration 21Q: 3 clusters Score -1865734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1865747.375000 Penalty: 4790.511719
	Iteration 22Q: 3 clusters Score -1865747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1865753.250000 Penalty: 4790.511719
	Iteration 23Q: 3 clusters Score -1865753 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1865764.000000 Penalty: 4790.511719
	Iteration 24Q: 3 clusters Score -1865764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1865774.500000 Penalty: 4790.511719
	Iteration 25Q: 3 clusters Score -1865774 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1865783.625000 Penalty: 4790.511719
	Iteration 26Q: 3 clusters Score -1865784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1865792.250000 Penalty: 4790.511719
	Iteration 27Q: 3 clusters Score -1865792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1865792.375000 Penalty: 4790.511719
	Iteration 28Q: 3 clusters Score -1865792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1865794.125000 Penalty: 4790.511719
	Iteration 29Q: 3 clusters Score -1865794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1865805.500000 Penalty: 4790.511719
	Iteration 30Q: 3 clusters Score -1865806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1865810.500000 Penalty: 4790.511719
	Iteration 31Q: 3 clusters Score -1865810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1865817.000000 Penalty: 4790.511719
	Iteration 32Q: 3 clusters Score -1865817 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1865820.750000 Penalty: 4790.511719
	Iteration 33Q: 3 clusters Score -1865821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1865827.750000 Penalty: 4790.511719
	Iteration 34Q: 3 clusters Score -1865828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1865831.000000 Penalty: 4790.511719
	Iteration 35Q: 3 clusters Score -1865831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1865833.000000 Penalty: 4790.511719
	Iteration 36Q: 3 clusters Score -1865833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1865838.875000 Penalty: 4790.511719
	Iteration 37Q: 3 clusters Score -1865839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1865842.625000 Penalty: 4790.511719
	Iteration 38Q: 3 clusters Score -1865843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1865844.125000 Penalty: 4790.511719
	Iteration 39Q: 3 clusters Score -1865844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1865845.625000 Penalty: 4790.511719
	Iteration 40F: 3 clusters Score -1865846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1865848.875000 Penalty: 4790.511719
	Iteration 41Q: 3 clusters Score -1865849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1865850.875000 Penalty: 4790.511719
	Iteration 42Q: 3 clusters Score -1865851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1865852.000000 Penalty: 4790.511719
	Iteration 43Q: 3 clusters Score -1865852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1865856.500000 Penalty: 4790.511719
	Iteration 44Q: 3 clusters Score -1865856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1865854.750000 Penalty: 4790.511719
	Iteration 45Q: 3 clusters Score -1865855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1865860.375000 Penalty: 4790.511719
	Iteration 46Q: 3 clusters Score -1865860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1865858.750000 Penalty: 4790.511719
	Iteration 47Q: 3 clusters Score -1865859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1865861.500000 Penalty: 4790.511719
	Iteration 48Q: 3 clusters Score -1865862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1865858.875000 Penalty: 4790.511719
	Iteration 49Q: 3 clusters Score -1865859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1865861.375000 Penalty: 4790.511719
	Iteration 50Q: 3 clusters Score -1865861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1865861.250000 Penalty: 4790.511719
	Iteration 51Q: 3 clusters Score -1865861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1865864.375000 Penalty: 4790.511719
	Iteration 52Q: 3 clusters Score -1865864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1865866.500000 Penalty: 4790.511719
	Iteration 53Q: 3 clusters Score -1865866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1865867.250000 Penalty: 4790.511719
	Iteration 54Q: 3 clusters Score -1865867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1865867.250000 Penalty: 4790.511719
	Iteration 55F: 3 clusters Score -1865867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Entering Unmasked Estep 
Score: -508055.750000 Penalty: 2062.684814
	Iteration 0F: 2 clusters Score -508055.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -504142.187500 Penalty: 4125.369629
	Iteration 0F: 3 clusters Score -504142.2 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -505035.343750 Penalty: 4125.369629
	Iteration 1F: 3 clusters Score -505035.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -505227.781250 Penalty: 4125.369629
	Iteration 2F: 3 clusters Score -505227.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -505344.500000 Penalty: 4125.369629
	Iteration 3F: 3 clusters Score -505344.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -505424.718750 Penalty: 4125.369629
	Iteration 4Q: 3 clusters Score -505424.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -505504.781250 Penalty: 4125.369629
	Iteration 5Q: 3 clusters Score -505504.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -505576.031250 Penalty: 4125.369629
	Iteration 6Q: 3 clusters Score -505576 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -505640.000000 Penalty: 4125.369629
	Iteration 7Q: 3 clusters Score -505640 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -505701.562500 Penalty: 4125.369629
	Iteration 8Q: 3 clusters Score -505701.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -505762.125000 Penalty: 4125.369629
	Iteration 9Q: 3 clusters Score -505762.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -505813.312500 Penalty: 4125.369629
	Iteration 10Q: 3 clusters Score -505813.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -505866.718750 Penalty: 4125.369629
	Iteration 11Q: 3 clusters Score -505866.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -505916.968750 Penalty: 4125.369629
	Iteration 12Q: 3 clusters Score -505917 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -505958.562500 Penalty: 4125.369629
	Iteration 13Q: 3 clusters Score -505958.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -506001.156250 Penalty: 4125.369629
	Iteration 14Q: 3 clusters Score -506001.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -506040.750000 Penalty: 4125.369629
	Iteration 15Q: 3 clusters Score -506040.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -506067.531250 Penalty: 4125.369629
	Iteration 16Q: 3 clusters Score -506067.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -506102.500000 Penalty: 4125.369629
	Iteration 17Q: 3 clusters Score -506102.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -506142.093750 Penalty: 4125.369629
	Iteration 18Q: 3 clusters Score -506142.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -506172.656250 Penalty: 4125.369629
	Iteration 19Q: 3 clusters Score -506172.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -506199.531250 Penalty: 4125.369629
	Iteration 20F: 3 clusters Score -506199.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -506227.781250 Penalty: 4125.369629
	Iteration 21Q: 3 clusters Score -506227.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -506256.343750 Penalty: 4125.369629
	Iteration 22Q: 3 clusters Score -506256.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -506277.781250 Penalty: 4125.369629
	Iteration 23Q: 3 clusters Score -506277.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -506293.406250 Penalty: 4125.369629
	Iteration 24Q: 3 clusters Score -506293.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -506306.625000 Penalty: 4125.369629
	Iteration 25Q: 3 clusters Score -506306.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -506317.968750 Penalty: 4125.369629
	Iteration 26Q: 3 clusters Score -506318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -506327.000000 Penalty: 4125.369629
	Iteration 27Q: 3 clusters Score -506327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -506337.875000 Penalty: 4125.369629
	Iteration 28Q: 3 clusters Score -506337.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -506353.406250 Penalty: 4125.369629
	Iteration 29Q: 3 clusters Score -506353.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -506365.937500 Penalty: 4125.369629
	Iteration 30Q: 3 clusters Score -506365.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -506371.968750 Penalty: 4125.369629
	Iteration 31Q: 3 clusters Score -506372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -506378.906250 Penalty: 4125.369629
	Iteration 32Q: 3 clusters Score -506378.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -506381.718750 Penalty: 4125.369629
	Iteration 33Q: 3 clusters Score -506381.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -506383.593750 Penalty: 4125.369629
	Iteration 34Q: 3 clusters Score -506383.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -506386.531250 Penalty: 4125.369629
	Iteration 35Q: 3 clusters Score -506386.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -506388.187500 Penalty: 4125.369629
	Iteration 36Q: 3 clusters Score -506388.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -506390.937500 Penalty: 4125.369629
	Iteration 37Q: 3 clusters Score -506390.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -506390.906250 Penalty: 4125.369629
	Iteration 38Q: 3 clusters Score -506390.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -506391.718750 Penalty: 4125.369629
	Iteration 39Q: 3 clusters Score -506391.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -506391.968750 Penalty: 4125.369629
	Iteration 40F: 3 clusters Score -506392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -506393.937500 Penalty: 4125.369629
	Iteration 41Q: 3 clusters Score -506393.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -506394.437500 Penalty: 4125.369629
	Iteration 42Q: 3 clusters Score -506394.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -506394.843750 Penalty: 4125.369629
	Iteration 43Q: 3 clusters Score -506394.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -506395.156250 Penalty: 4125.369629
	Iteration 44Q: 3 clusters Score -506395.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -506396.000000 Penalty: 4125.369629
	Iteration 45Q: 3 clusters Score -506396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -506398.218750 Penalty: 4125.369629
	Iteration 46Q: 3 clusters Score -506398.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -506399.375000 Penalty: 4125.369629
	Iteration 47Q: 3 clusters Score -506399.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -506400.406250 Penalty: 4125.369629
	Iteration 48Q: 3 clusters Score -506400.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -506399.781250 Penalty: 4125.369629
	Iteration 49Q: 3 clusters Score -506399.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -506399.468750 Penalty: 4125.369629
	Iteration 50Q: 3 clusters Score -506399.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -506400.875000 Penalty: 4125.369629
	Iteration 51Q: 3 clusters Score -506400.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -506402.312500 Penalty: 4125.369629
	Iteration 52Q: 3 clusters Score -506402.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -506403.406250 Penalty: 4125.369629
	Iteration 53Q: 3 clusters Score -506403.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -506404.937500 Penalty: 4125.369629
	Iteration 54Q: 3 clusters Score -506404.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -506406.062500 Penalty: 4125.369629
	Iteration 55Q: 3 clusters Score -506406.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -506407.343750 Penalty: 4125.369629
	Iteration 56Q: 3 clusters Score -506407.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -506410.500000 Penalty: 4125.369629
	Iteration 57Q: 3 clusters Score -506410.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -506413.593750 Penalty: 4125.369629
	Iteration 58Q: 3 clusters Score -506413.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -506415.531250 Penalty: 4125.369629
	Iteration 59Q: 3 clusters Score -506415.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -506418.343750 Penalty: 4125.369629
	Iteration 60F: 3 clusters Score -506418.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -506419.375000 Penalty: 4125.369629
	Iteration 61Q: 3 clusters Score -506419.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -506419.406250 Penalty: 4125.369629
	Iteration 62Q: 3 clusters Score -506419.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -506419.406250 Penalty: 4125.369629
	Iteration 63F: 3 clusters Score -506419.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (81579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81579 members 
Entering Unmasked Estep 
Score: -10283835.000000 Penalty: 2804.713135
	Iteration 0F: 2 clusters Score -1.028384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -10228948.000000 Penalty: 5609.426270
	Iteration 0F: 3 clusters Score -1.022895e+07 nChanged 38564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -10251207.000000 Penalty: 5609.426270
	Iteration 1F: 3 clusters Score -1.025121e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -10252337.000000 Penalty: 5609.426270
	Iteration 2Q: 3 clusters Score -1.025234e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -10253840.000000 Penalty: 5609.426270
	Iteration 3Q: 3 clusters Score -1.025384e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -10256205.000000 Penalty: 5609.426270
	Iteration 4F: 3 clusters Score -1.02562e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
Score: -10259593.000000 Penalty: 5609.426270
	Iteration 5F: 3 clusters Score -1.025959e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -10263791.000000 Penalty: 5609.426270
	Iteration 6F: 3 clusters Score -1.026379e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 54932 members 
Entering Unmasked Estep 
Score: -10267826.000000 Penalty: 5609.426270
	Iteration 7F: 3 clusters Score -1.026783e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 57872 members 
Entering Unmasked Estep 
Score: -10271216.000000 Penalty: 5609.426270
	Iteration 8F: 3 clusters Score -1.027122e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 60248 members 
Entering Unmasked Estep 
Score: -10273624.000000 Penalty: 5609.426270
	Iteration 9Q: 3 clusters Score -1.027362e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -10275113.000000 Penalty: 5609.426270
	Iteration 10Q: 3 clusters Score -1.027511e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 63773 members 
Entering Unmasked Estep 
Score: -10276128.000000 Penalty: 5609.426270
	Iteration 11Q: 3 clusters Score -1.027613e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -10276922.000000 Penalty: 5609.426270
	Iteration 12Q: 3 clusters Score -1.027692e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 66593 members 
Entering Unmasked Estep 
Score: -10277537.000000 Penalty: 5609.426270
	Iteration 13Q: 3 clusters Score -1.027754e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 67803 members 
Entering Unmasked Estep 
Score: -10278128.000000 Penalty: 5609.426270
	Iteration 14Q: 3 clusters Score -1.027813e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 68968 members 
Entering Unmasked Estep 
Score: -10278644.000000 Penalty: 5609.426270
	Iteration 15Q: 3 clusters Score -1.027864e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 70109 members 
Entering Unmasked Estep 
Score: -10279133.000000 Penalty: 5609.426270
	Iteration 16Q: 3 clusters Score -1.027913e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 71159 members 
Entering Unmasked Estep 
Score: -10279613.000000 Penalty: 5609.426270
	Iteration 17Q: 3 clusters Score -1.027961e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 72163 members 
Entering Unmasked Estep 
Score: -10280147.000000 Penalty: 5609.426270
	Iteration 18Q: 3 clusters Score -1.028015e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 73089 members 
Entering Unmasked Estep 
Score: -10280535.000000 Penalty: 5609.426270
	Iteration 19Q: 3 clusters Score -1.028054e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
Score: -10280820.000000 Penalty: 5609.426270
	Iteration 20F: 3 clusters Score -1.028082e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 74545 members 
Entering Unmasked Estep 
Score: -10281083.000000 Penalty: 5609.426270
	Iteration 21Q: 3 clusters Score -1.028108e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 75126 members 
Entering Unmasked Estep 
Score: -10281309.000000 Penalty: 5609.426270
	Iteration 22Q: 3 clusters Score -1.028131e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 75603 members 
Entering Unmasked Estep 
Score: -10281434.000000 Penalty: 5609.426270
	Iteration 23Q: 3 clusters Score -1.028143e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 76018 members 
Entering Unmasked Estep 
Score: -10281575.000000 Penalty: 5609.426270
	Iteration 24Q: 3 clusters Score -1.028158e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 76357 members 
Entering Unmasked Estep 
Score: -10281696.000000 Penalty: 5609.426270
	Iteration 25Q: 3 clusters Score -1.02817e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 76628 members 
Entering Unmasked Estep 
Score: -10281796.000000 Penalty: 5609.426270
	Iteration 26Q: 3 clusters Score -1.02818e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 76875 members 
Entering Unmasked Estep 
Score: -10281845.000000 Penalty: 5609.426270
	Iteration 27Q: 3 clusters Score -1.028184e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 77093 members 
Entering Unmasked Estep 
Score: -10281923.000000 Penalty: 5609.426270
	Iteration 28Q: 3 clusters Score -1.028192e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 77300 members 
Entering Unmasked Estep 
Score: -10281977.000000 Penalty: 5609.426270
	Iteration 29Q: 3 clusters Score -1.028198e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 77477 members 
Entering Unmasked Estep 
Score: -10282018.000000 Penalty: 5609.426270
	Iteration 30Q: 3 clusters Score -1.028202e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 77645 members 
Entering Unmasked Estep 
Score: -10282071.000000 Penalty: 5609.426270
	Iteration 31Q: 3 clusters Score -1.028207e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 77768 members 
Entering Unmasked Estep 
Score: -10282067.000000 Penalty: 5609.426270
	Iteration 32Q: 3 clusters Score -1.028207e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 77893 members 
Entering Unmasked Estep 
Score: -10282074.000000 Penalty: 5609.426270
	Iteration 33Q: 3 clusters Score -1.028207e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 78005 members 
Entering Unmasked Estep 
Score: -10282118.000000 Penalty: 5609.426270
	Iteration 34Q: 3 clusters Score -1.028212e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 78096 members 
Entering Unmasked Estep 
Score: -10282142.000000 Penalty: 5609.426270
	Iteration 35Q: 3 clusters Score -1.028214e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 78176 members 
Entering Unmasked Estep 
Score: -10282156.000000 Penalty: 5609.426270
	Iteration 36Q: 3 clusters Score -1.028216e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 78255 members 
Entering Unmasked Estep 
Score: -10282163.000000 Penalty: 5609.426270
	Iteration 37Q: 3 clusters Score -1.028216e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 78317 members 
Entering Unmasked Estep 
Score: -10282169.000000 Penalty: 5609.426270
	Iteration 38Q: 3 clusters Score -1.028217e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 78365 members 
Entering Unmasked Estep 
Score: -10282172.000000 Penalty: 5609.426270
	Iteration 39Q: 3 clusters Score -1.028217e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -10282193.000000 Penalty: 5609.426270
	Iteration 40F: 3 clusters Score -1.028219e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 78448 members 
Entering Unmasked Estep 
Score: -10282194.000000 Penalty: 5609.426270
	Iteration 41Q: 3 clusters Score -1.028219e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 78480 members 
Entering Unmasked Estep 
Score: -10282206.000000 Penalty: 5609.426270
	Iteration 42Q: 3 clusters Score -1.028221e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 78503 members 
Entering Unmasked Estep 
Score: -10282212.000000 Penalty: 5609.426270
	Iteration 43Q: 3 clusters Score -1.028221e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 78517 members 
Entering Unmasked Estep 
Score: -10282222.000000 Penalty: 5609.426270
	Iteration 44Q: 3 clusters Score -1.028222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
Score: -10282215.000000 Penalty: 5609.426270
	Iteration 45Q: 3 clusters Score -1.028222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 78543 members 
Entering Unmasked Estep 
Score: -10282233.000000 Penalty: 5609.426270
	Iteration 46Q: 3 clusters Score -1.028223e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 78559 members 
Entering Unmasked Estep 
Score: -10282240.000000 Penalty: 5609.426270
	Iteration 47Q: 3 clusters Score -1.028224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 78573 members 
Entering Unmasked Estep 
Score: -10282232.000000 Penalty: 5609.426270
	Iteration 48Q: 3 clusters Score -1.028223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 78578 members 
Entering Unmasked Estep 
Score: -10282235.000000 Penalty: 5609.426270
	Iteration 49Q: 3 clusters Score -1.028224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 78584 members 
Entering Unmasked Estep 
Score: -10282237.000000 Penalty: 5609.426270
	Iteration 50Q: 3 clusters Score -1.028224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 78587 members 
Entering Unmasked Estep 
Score: -10282231.000000 Penalty: 5609.426270
	Iteration 51Q: 3 clusters Score -1.028223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 78593 members 
Entering Unmasked Estep 
Score: -10282240.000000 Penalty: 5609.426270
	Iteration 52Q: 3 clusters Score -1.028224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 78599 members 
Entering Unmasked Estep 
Score: -10282234.000000 Penalty: 5609.426270
	Iteration 53Q: 3 clusters Score -1.028223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 78604 members 
Entering Unmasked Estep 
Score: -10282244.000000 Penalty: 5609.426270
	Iteration 54Q: 3 clusters Score -1.028224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 78608 members 
Entering Unmasked Estep 
Score: -10282241.000000 Penalty: 5609.426270
	Iteration 55Q: 3 clusters Score -1.028224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 78609 members 
Entering Unmasked Estep 
Score: -10282234.000000 Penalty: 5609.426270
	Iteration 56Q: 3 clusters Score -1.028223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 78610 members 
Entering Unmasked Estep 
Score: -10282237.000000 Penalty: 5609.426270
	Iteration 57Q: 3 clusters Score -1.028224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
Score: -10282251.000000 Penalty: 5609.426270
	Iteration 58Q: 3 clusters Score -1.028225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 78614 members 
Entering Unmasked Estep 
Score: -10282251.000000 Penalty: 5609.426270
	Iteration 59Q: 3 clusters Score -1.028225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 78614 members 
Entering Unmasked Estep 
Score: -10282251.000000 Penalty: 5609.426270
	Iteration 60F: 3 clusters Score -1.028225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Entering Unmasked Estep 
Score: -1948559.375000 Penalty: 2400.461670
	Iteration 0F: 2 clusters Score -1948559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1937057.875000 Penalty: 4800.923340
	Iteration 0F: 3 clusters Score -1937058 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1940791.625000 Penalty: 4800.923340
	Iteration 1F: 3 clusters Score -1940792 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1941210.000000 Penalty: 4800.923340
	Iteration 2F: 3 clusters Score -1941210 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1941536.375000 Penalty: 4800.923340
	Iteration 3F: 3 clusters Score -1941536 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1941814.375000 Penalty: 4800.923340
	Iteration 4Q: 3 clusters Score -1941814 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1942050.000000 Penalty: 4800.923340
	Iteration 5Q: 3 clusters Score -1942050 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1942313.000000 Penalty: 4800.923340
	Iteration 6Q: 3 clusters Score -1942313 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1942582.625000 Penalty: 4800.923340
	Iteration 7Q: 3 clusters Score -1942583 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1942867.000000 Penalty: 4800.923340
	Iteration 8Q: 3 clusters Score -1942867 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1943194.875000 Penalty: 4800.923340
	Iteration 9Q: 3 clusters Score -1943195 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1943594.500000 Penalty: 4800.923340
	Iteration 10Q: 3 clusters Score -1943594 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1944070.750000 Penalty: 4800.923340
	Iteration 11Q: 3 clusters Score -1944071 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1944637.875000 Penalty: 4800.923340
	Iteration 12Q: 3 clusters Score -1944638 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1945183.000000 Penalty: 4800.923340
	Iteration 13Q: 3 clusters Score -1945183 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1945675.750000 Penalty: 4800.923340
	Iteration 14Q: 3 clusters Score -1945676 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1945989.250000 Penalty: 4800.923340
	Iteration 15Q: 3 clusters Score -1945989 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1946173.375000 Penalty: 4800.923340
	Iteration 16Q: 3 clusters Score -1946173 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1946271.250000 Penalty: 4800.923340
	Iteration 17Q: 3 clusters Score -1946271 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1946327.000000 Penalty: 4800.923340
	Iteration 18Q: 3 clusters Score -1946327 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1946367.500000 Penalty: 4800.923340
	Iteration 19Q: 3 clusters Score -1946368 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1946383.375000 Penalty: 4800.923340
	Iteration 20F: 3 clusters Score -1946383 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1946404.500000 Penalty: 4800.923340
	Iteration 21Q: 3 clusters Score -1946404 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1946419.875000 Penalty: 4800.923340
	Iteration 22Q: 3 clusters Score -1946420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1946423.500000 Penalty: 4800.923340
	Iteration 23Q: 3 clusters Score -1946424 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1946432.000000 Penalty: 4800.923340
	Iteration 24Q: 3 clusters Score -1946432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1946433.625000 Penalty: 4800.923340
	Iteration 25Q: 3 clusters Score -1946434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1946449.125000 Penalty: 4800.923340
	Iteration 26Q: 3 clusters Score -1946449 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1946457.125000 Penalty: 4800.923340
	Iteration 27Q: 3 clusters Score -1946457 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1946462.375000 Penalty: 4800.923340
	Iteration 28Q: 3 clusters Score -1946462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1946466.875000 Penalty: 4800.923340
	Iteration 29Q: 3 clusters Score -1946467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1946470.250000 Penalty: 4800.923340
	Iteration 30Q: 3 clusters Score -1946470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1946473.375000 Penalty: 4800.923340
	Iteration 31Q: 3 clusters Score -1946473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1946475.750000 Penalty: 4800.923340
	Iteration 32Q: 3 clusters Score -1946476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1946475.250000 Penalty: 4800.923340
	Iteration 33Q: 3 clusters Score -1946475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1946479.500000 Penalty: 4800.923340
	Iteration 34Q: 3 clusters Score -1946480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1946478.875000 Penalty: 4800.923340
	Iteration 35Q: 3 clusters Score -1946479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1946478.875000 Penalty: 4800.923340
	Iteration 36Q: 3 clusters Score -1946479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1946480.125000 Penalty: 4800.923340
	Iteration 37Q: 3 clusters Score -1946480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1946476.250000 Penalty: 4800.923340
	Iteration 38Q: 3 clusters Score -1946476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1946473.750000 Penalty: 4800.923340
	Iteration 39Q: 3 clusters Score -1946474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1946478.250000 Penalty: 4800.923340
	Iteration 40F: 3 clusters Score -1946478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1946480.250000 Penalty: 4800.923340
	Iteration 41Q: 3 clusters Score -1946480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1946481.000000 Penalty: 4800.923340
	Iteration 42Q: 3 clusters Score -1946481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1946485.125000 Penalty: 4800.923340
	Iteration 43Q: 3 clusters Score -1946485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1946485.500000 Penalty: 4800.923340
	Iteration 44Q: 3 clusters Score -1946486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1946485.500000 Penalty: 4800.923340
	Iteration 45F: 3 clusters Score -1946486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -49009.296875 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -49009.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47548.742188 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -47548.74 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47721.640625 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -47721.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47783.273438 Penalty: 3006.482422
	Iteration 2Q: 3 clusters Score -47783.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47804.136719 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -47804.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47831.238281 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -47831.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -47839.984375 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -47839.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47845.648438 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -47845.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47845.648438 Penalty: 3006.482422
	Iteration 7F: 3 clusters Score -47845.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Entering Unmasked Estep 
Score: -2846454.750000 Penalty: 2517.731445
	Iteration 0F: 2 clusters Score -2846455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2828770.250000 Penalty: 5035.462891
	Iteration 0F: 3 clusters Score -2828770 nChanged 11375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2834887.750000 Penalty: 5035.462891
	Iteration 1F: 3 clusters Score -2834888 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2835374.000000 Penalty: 5035.462891
	Iteration 2F: 3 clusters Score -2835374 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2835805.500000 Penalty: 5035.462891
	Iteration 3Q: 3 clusters Score -2835806 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2836242.500000 Penalty: 5035.462891
	Iteration 4Q: 3 clusters Score -2836242 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2836776.250000 Penalty: 5035.462891
	Iteration 5Q: 3 clusters Score -2836776 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2837364.000000 Penalty: 5035.462891
	Iteration 6Q: 3 clusters Score -2837364 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2838038.500000 Penalty: 5035.462891
	Iteration 7Q: 3 clusters Score -2838038 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2838706.250000 Penalty: 5035.462891
	Iteration 8Q: 3 clusters Score -2838706 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2839386.000000 Penalty: 5035.462891
	Iteration 9Q: 3 clusters Score -2839386 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2840027.000000 Penalty: 5035.462891
	Iteration 10Q: 3 clusters Score -2840027 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2840554.250000 Penalty: 5035.462891
	Iteration 11Q: 3 clusters Score -2840554 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2840976.000000 Penalty: 5035.462891
	Iteration 12Q: 3 clusters Score -2840976 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2841323.750000 Penalty: 5035.462891
	Iteration 13Q: 3 clusters Score -2841324 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2841589.500000 Penalty: 5035.462891
	Iteration 14Q: 3 clusters Score -2841590 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2841795.500000 Penalty: 5035.462891
	Iteration 15Q: 3 clusters Score -2841796 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2841934.750000 Penalty: 5035.462891
	Iteration 16Q: 3 clusters Score -2841935 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2842045.000000 Penalty: 5035.462891
	Iteration 17Q: 3 clusters Score -2842045 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2842145.250000 Penalty: 5035.462891
	Iteration 18Q: 3 clusters Score -2842145 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2842222.000000 Penalty: 5035.462891
	Iteration 19Q: 3 clusters Score -2842222 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2842290.250000 Penalty: 5035.462891
	Iteration 20F: 3 clusters Score -2842290 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2842342.750000 Penalty: 5035.462891
	Iteration 21Q: 3 clusters Score -2842343 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2842383.750000 Penalty: 5035.462891
	Iteration 22Q: 3 clusters Score -2842384 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2842440.000000 Penalty: 5035.462891
	Iteration 23Q: 3 clusters Score -2842440 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2842494.750000 Penalty: 5035.462891
	Iteration 24Q: 3 clusters Score -2842495 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2842569.750000 Penalty: 5035.462891
	Iteration 25Q: 3 clusters Score -2842570 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2842648.250000 Penalty: 5035.462891
	Iteration 26Q: 3 clusters Score -2842648 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2842698.500000 Penalty: 5035.462891
	Iteration 27Q: 3 clusters Score -2842698 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2842766.750000 Penalty: 5035.462891
	Iteration 28Q: 3 clusters Score -2842767 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2842838.500000 Penalty: 5035.462891
	Iteration 29Q: 3 clusters Score -2842838 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2842904.000000 Penalty: 5035.462891
	Iteration 30Q: 3 clusters Score -2842904 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2842961.000000 Penalty: 5035.462891
	Iteration 31Q: 3 clusters Score -2842961 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2843015.000000 Penalty: 5035.462891
	Iteration 32Q: 3 clusters Score -2843015 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2843087.250000 Penalty: 5035.462891
	Iteration 33Q: 3 clusters Score -2843087 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2843157.250000 Penalty: 5035.462891
	Iteration 34Q: 3 clusters Score -2843157 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2843235.750000 Penalty: 5035.462891
	Iteration 35Q: 3 clusters Score -2843236 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2843303.500000 Penalty: 5035.462891
	Iteration 36Q: 3 clusters Score -2843304 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2843350.250000 Penalty: 5035.462891
	Iteration 37Q: 3 clusters Score -2843350 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2843407.750000 Penalty: 5035.462891
	Iteration 38Q: 3 clusters Score -2843408 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2843457.500000 Penalty: 5035.462891
	Iteration 39Q: 3 clusters Score -2843458 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2843524.250000 Penalty: 5035.462891
	Iteration 40F: 3 clusters Score -2843524 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2843582.500000 Penalty: 5035.462891
	Iteration 41Q: 3 clusters Score -2843582 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2843638.250000 Penalty: 5035.462891
	Iteration 42Q: 3 clusters Score -2843638 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2843694.250000 Penalty: 5035.462891
	Iteration 43Q: 3 clusters Score -2843694 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2843750.000000 Penalty: 5035.462891
	Iteration 44Q: 3 clusters Score -2843750 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2843821.250000 Penalty: 5035.462891
	Iteration 45Q: 3 clusters Score -2843821 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2843886.750000 Penalty: 5035.462891
	Iteration 46Q: 3 clusters Score -2843887 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2843956.000000 Penalty: 5035.462891
	Iteration 47Q: 3 clusters Score -2843956 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2844009.250000 Penalty: 5035.462891
	Iteration 48Q: 3 clusters Score -2844009 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2844053.750000 Penalty: 5035.462891
	Iteration 49Q: 3 clusters Score -2844054 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2844089.250000 Penalty: 5035.462891
	Iteration 50Q: 3 clusters Score -2844089 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2844112.250000 Penalty: 5035.462891
	Iteration 51Q: 3 clusters Score -2844112 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2844144.750000 Penalty: 5035.462891
	Iteration 52Q: 3 clusters Score -2844145 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2844160.000000 Penalty: 5035.462891
	Iteration 53Q: 3 clusters Score -2844160 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2844179.250000 Penalty: 5035.462891
	Iteration 54Q: 3 clusters Score -2844179 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2844191.000000 Penalty: 5035.462891
	Iteration 55Q: 3 clusters Score -2844191 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2844214.500000 Penalty: 5035.462891
	Iteration 56Q: 3 clusters Score -2844214 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2844242.000000 Penalty: 5035.462891
	Iteration 57Q: 3 clusters Score -2844242 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2844262.500000 Penalty: 5035.462891
	Iteration 58Q: 3 clusters Score -2844262 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2844266.000000 Penalty: 5035.462891
	Iteration 59Q: 3 clusters Score -2844266 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2844276.750000 Penalty: 5035.462891
	Iteration 60F: 3 clusters Score -2844277 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2844303.000000 Penalty: 5035.462891
	Iteration 61Q: 3 clusters Score -2844303 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2844321.000000 Penalty: 5035.462891
	Iteration 62Q: 3 clusters Score -2844321 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2844337.000000 Penalty: 5035.462891
	Iteration 63Q: 3 clusters Score -2844337 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2844346.250000 Penalty: 5035.462891
	Iteration 64Q: 3 clusters Score -2844346 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2844374.750000 Penalty: 5035.462891
	Iteration 65Q: 3 clusters Score -2844375 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2844376.500000 Penalty: 5035.462891
	Iteration 66Q: 3 clusters Score -2844376 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2844385.250000 Penalty: 5035.462891
	Iteration 67Q: 3 clusters Score -2844385 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2844395.750000 Penalty: 5035.462891
	Iteration 68Q: 3 clusters Score -2844396 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2844412.500000 Penalty: 5035.462891
	Iteration 69Q: 3 clusters Score -2844412 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2844429.000000 Penalty: 5035.462891
	Iteration 70Q: 3 clusters Score -2844429 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2844446.000000 Penalty: 5035.462891
	Iteration 71Q: 3 clusters Score -2844446 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2844451.500000 Penalty: 5035.462891
	Iteration 72Q: 3 clusters Score -2844452 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2844453.500000 Penalty: 5035.462891
	Iteration 73Q: 3 clusters Score -2844454 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2844466.500000 Penalty: 5035.462891
	Iteration 74Q: 3 clusters Score -2844466 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2844483.250000 Penalty: 5035.462891
	Iteration 75Q: 3 clusters Score -2844483 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2844485.000000 Penalty: 5035.462891
	Iteration 76Q: 3 clusters Score -2844485 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2844497.000000 Penalty: 5035.462891
	Iteration 77Q: 3 clusters Score -2844497 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2844501.250000 Penalty: 5035.462891
	Iteration 78Q: 3 clusters Score -2844501 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2844514.250000 Penalty: 5035.462891
	Iteration 79Q: 3 clusters Score -2844514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2844509.750000 Penalty: 5035.462891
	Iteration 80F: 3 clusters Score -2844510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2844521.000000 Penalty: 5035.462891
	Iteration 81Q: 3 clusters Score -2844521 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2844532.750000 Penalty: 5035.462891
	Iteration 82Q: 3 clusters Score -2844533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2844538.250000 Penalty: 5035.462891
	Iteration 83Q: 3 clusters Score -2844538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2844547.500000 Penalty: 5035.462891
	Iteration 84Q: 3 clusters Score -2844548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2844553.750000 Penalty: 5035.462891
	Iteration 85Q: 3 clusters Score -2844554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2844568.250000 Penalty: 5035.462891
	Iteration 86Q: 3 clusters Score -2844568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2844587.000000 Penalty: 5035.462891
	Iteration 87Q: 3 clusters Score -2844587 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2844605.250000 Penalty: 5035.462891
	Iteration 88Q: 3 clusters Score -2844605 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2844625.000000 Penalty: 5035.462891
	Iteration 89Q: 3 clusters Score -2844625 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2844665.750000 Penalty: 5035.462891
	Iteration 90Q: 3 clusters Score -2844666 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2844713.250000 Penalty: 5035.462891
	Iteration 91Q: 3 clusters Score -2844713 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2844777.750000 Penalty: 5035.462891
	Iteration 92Q: 3 clusters Score -2844778 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2844864.250000 Penalty: 5035.462891
	Iteration 93Q: 3 clusters Score -2844864 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2844946.750000 Penalty: 5035.462891
	Iteration 94Q: 3 clusters Score -2844947 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2845020.500000 Penalty: 5035.462891
	Iteration 95Q: 3 clusters Score -2845020 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2845068.500000 Penalty: 5035.462891
	Iteration 96Q: 3 clusters Score -2845068 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2845105.250000 Penalty: 5035.462891
	Iteration 97Q: 3 clusters Score -2845105 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2845144.500000 Penalty: 5035.462891
	Iteration 98Q: 3 clusters Score -2845144 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2845159.000000 Penalty: 5035.462891
	Iteration 99Q: 3 clusters Score -2845159 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2845185.000000 Penalty: 5035.462891
	Iteration 100F: 3 clusters Score -2845185 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2845200.250000 Penalty: 5035.462891
	Iteration 101Q: 3 clusters Score -2845200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2845207.750000 Penalty: 5035.462891
	Iteration 102Q: 3 clusters Score -2845208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2845220.000000 Penalty: 5035.462891
	Iteration 103Q: 3 clusters Score -2845220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2845223.000000 Penalty: 5035.462891
	Iteration 104Q: 3 clusters Score -2845223 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2845232.250000 Penalty: 5035.462891
	Iteration 105Q: 3 clusters Score -2845232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2845234.500000 Penalty: 5035.462891
	Iteration 106Q: 3 clusters Score -2845234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2845246.000000 Penalty: 5035.462891
	Iteration 107Q: 3 clusters Score -2845246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2845243.750000 Penalty: 5035.462891
	Iteration 108Q: 3 clusters Score -2845244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2845253.250000 Penalty: 5035.462891
	Iteration 109Q: 3 clusters Score -2845253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2845257.500000 Penalty: 5035.462891
	Iteration 110Q: 3 clusters Score -2845258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2845263.000000 Penalty: 5035.462891
	Iteration 111Q: 3 clusters Score -2845263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2845262.250000 Penalty: 5035.462891
	Iteration 112Q: 3 clusters Score -2845262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2845270.500000 Penalty: 5035.462891
	Iteration 113Q: 3 clusters Score -2845270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2845267.500000 Penalty: 5035.462891
	Iteration 114Q: 3 clusters Score -2845268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2845271.750000 Penalty: 5035.462891
	Iteration 115Q: 3 clusters Score -2845272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2845275.250000 Penalty: 5035.462891
	Iteration 116Q: 3 clusters Score -2845275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2845269.500000 Penalty: 5035.462891
	Iteration 117Q: 3 clusters Score -2845270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2845269.500000 Penalty: 5035.462891
	Iteration 118Q: 3 clusters Score -2845270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2845271.250000 Penalty: 5035.462891
	Iteration 119Q: 3 clusters Score -2845271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2845272.000000 Penalty: 5035.462891
	Iteration 120F: 3 clusters Score -2845272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2845270.250000 Penalty: 5035.462891
	Iteration 121Q: 3 clusters Score -2845270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2845270.250000 Penalty: 5035.462891
	Iteration 122F: 3 clusters Score -2845270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Entering Unmasked Estep 
Score: -2223966.000000 Penalty: 2426.271240
	Iteration 0F: 2 clusters Score -2223966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2211374.500000 Penalty: 4852.542480
	Iteration 0F: 3 clusters Score -2211374 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2215449.000000 Penalty: 4852.542480
	Iteration 1F: 3 clusters Score -2215449 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2215784.750000 Penalty: 4852.542480
	Iteration 2F: 3 clusters Score -2215785 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2216080.000000 Penalty: 4852.542480
	Iteration 3Q: 3 clusters Score -2216080 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2216386.750000 Penalty: 4852.542480
	Iteration 4Q: 3 clusters Score -2216387 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2216744.250000 Penalty: 4852.542480
	Iteration 5Q: 3 clusters Score -2216744 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2217187.750000 Penalty: 4852.542480
	Iteration 6Q: 3 clusters Score -2217188 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2217700.500000 Penalty: 4852.542480
	Iteration 7F: 3 clusters Score -2217700 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2218370.750000 Penalty: 4852.542480
	Iteration 8F: 3 clusters Score -2218371 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2219220.250000 Penalty: 4852.542480
	Iteration 9F: 3 clusters Score -2219220 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2219987.000000 Penalty: 4852.542480
	Iteration 10F: 3 clusters Score -2219987 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2220610.000000 Penalty: 4852.542480
	Iteration 11Q: 3 clusters Score -2220610 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2221066.500000 Penalty: 4852.542480
	Iteration 12Q: 3 clusters Score -2221066 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2221318.250000 Penalty: 4852.542480
	Iteration 13Q: 3 clusters Score -2221318 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2221492.000000 Penalty: 4852.542480
	Iteration 14Q: 3 clusters Score -2221492 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2221616.000000 Penalty: 4852.542480
	Iteration 15Q: 3 clusters Score -2221616 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2221702.000000 Penalty: 4852.542480
	Iteration 16Q: 3 clusters Score -2221702 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2221783.250000 Penalty: 4852.542480
	Iteration 17Q: 3 clusters Score -2221783 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2221834.500000 Penalty: 4852.542480
	Iteration 18Q: 3 clusters Score -2221834 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2221888.250000 Penalty: 4852.542480
	Iteration 19Q: 3 clusters Score -2221888 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2221919.000000 Penalty: 4852.542480
	Iteration 20F: 3 clusters Score -2221919 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2221949.500000 Penalty: 4852.542480
	Iteration 21Q: 3 clusters Score -2221950 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2221973.250000 Penalty: 4852.542480
	Iteration 22Q: 3 clusters Score -2221973 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2221980.750000 Penalty: 4852.542480
	Iteration 23Q: 3 clusters Score -2221981 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2222000.000000 Penalty: 4852.542480
	Iteration 24Q: 3 clusters Score -2222000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2222020.750000 Penalty: 4852.542480
	Iteration 25Q: 3 clusters Score -2222021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2222026.250000 Penalty: 4852.542480
	Iteration 26Q: 3 clusters Score -2222026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2222032.250000 Penalty: 4852.542480
	Iteration 27Q: 3 clusters Score -2222032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2222041.500000 Penalty: 4852.542480
	Iteration 28Q: 3 clusters Score -2222042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2222054.000000 Penalty: 4852.542480
	Iteration 29Q: 3 clusters Score -2222054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2222067.000000 Penalty: 4852.542480
	Iteration 30Q: 3 clusters Score -2222067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2222087.250000 Penalty: 4852.542480
	Iteration 31Q: 3 clusters Score -2222087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2222101.500000 Penalty: 4852.542480
	Iteration 32Q: 3 clusters Score -2222102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2222112.500000 Penalty: 4852.542480
	Iteration 33Q: 3 clusters Score -2222112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2222122.000000 Penalty: 4852.542480
	Iteration 34Q: 3 clusters Score -2222122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2222136.000000 Penalty: 4852.542480
	Iteration 35Q: 3 clusters Score -2222136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2222139.500000 Penalty: 4852.542480
	Iteration 36Q: 3 clusters Score -2222140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2222139.000000 Penalty: 4852.542480
	Iteration 37Q: 3 clusters Score -2222139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2222139.250000 Penalty: 4852.542480
	Iteration 38Q: 3 clusters Score -2222139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2222143.500000 Penalty: 4852.542480
	Iteration 39Q: 3 clusters Score -2222144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2222144.000000 Penalty: 4852.542480
	Iteration 40F: 3 clusters Score -2222144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2222143.750000 Penalty: 4852.542480
	Iteration 41Q: 3 clusters Score -2222144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2222145.250000 Penalty: 4852.542480
	Iteration 42Q: 3 clusters Score -2222145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2222145.250000 Penalty: 4852.542480
	Iteration 43F: 3 clusters Score -2222145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (290036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290036 members 
Entering Unmasked Estep 
Score: -35977740.000000 Penalty: 3119.284668
	Iteration 0F: 2 clusters Score -3.597774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144947 members 
Mstep: Class 2 contains 145089 members 
Entering Unmasked Estep 
Score: -35792532.000000 Penalty: 6238.569336
	Iteration 0F: 3 clusters Score -3.579253e+07 nChanged 140377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145450 members 
Mstep: Class 2 contains 144586 members 
Entering Unmasked Estep 
Score: -35874672.000000 Penalty: 6238.569336
	Iteration 1F: 3 clusters Score -3.587467e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145794 members 
Mstep: Class 2 contains 144242 members 
Entering Unmasked Estep 
Score: -35875700.000000 Penalty: 6238.569336
	Iteration 2Q: 3 clusters Score -3.58757e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146397 members 
Mstep: Class 2 contains 143639 members 
Entering Unmasked Estep 
Score: -35876496.000000 Penalty: 6238.569336
	Iteration 3Q: 3 clusters Score -3.58765e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147505 members 
Mstep: Class 2 contains 142531 members 
Entering Unmasked Estep 
Score: -35877420.000000 Penalty: 6238.569336
	Iteration 4Q: 3 clusters Score -3.587742e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149232 members 
Mstep: Class 2 contains 140804 members 
Entering Unmasked Estep 
Score: -35878732.000000 Penalty: 6238.569336
	Iteration 5Q: 3 clusters Score -3.587873e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151755 members 
Mstep: Class 2 contains 138281 members 
Entering Unmasked Estep 
Score: -35880348.000000 Penalty: 6238.569336
	Iteration 6Q: 3 clusters Score -3.588035e+07 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155474 members 
Mstep: Class 2 contains 134562 members 
Entering Unmasked Estep 
Score: -35882900.000000 Penalty: 6238.569336
	Iteration 7Q: 3 clusters Score -3.58829e+07 nChanged 11331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161079 members 
Mstep: Class 2 contains 128957 members 
Entering Unmasked Estep 
Score: -35887684.000000 Penalty: 6238.569336
	Iteration 8Q: 3 clusters Score -3.588768e+07 nChanged 14829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169144 members 
Mstep: Class 2 contains 120892 members 
Entering Unmasked Estep 
Score: -35896080.000000 Penalty: 6238.569336
	Iteration 9F: 3 clusters Score -3.589608e+07 nChanged 19097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179505 members 
Mstep: Class 2 contains 110531 members 
Entering Unmasked Estep 
Score: -35909900.000000 Penalty: 6238.569336
	Iteration 10F: 3 clusters Score -3.59099e+07 nChanged 21602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190755 members 
Mstep: Class 2 contains 99281 members 
Entering Unmasked Estep 
Score: -35928552.000000 Penalty: 6238.569336
	Iteration 11F: 3 clusters Score -3.592855e+07 nChanged 20221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200040 members 
Mstep: Class 2 contains 89996 members 
Entering Unmasked Estep 
Score: -35944848.000000 Penalty: 6238.569336
	Iteration 12F: 3 clusters Score -3.594485e+07 nChanged 15156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205912 members 
Mstep: Class 2 contains 84124 members 
Entering Unmasked Estep 
Score: -35953672.000000 Penalty: 6238.569336
	Iteration 13F: 3 clusters Score -3.595367e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210384 members 
Mstep: Class 2 contains 79652 members 
Entering Unmasked Estep 
Score: -35957824.000000 Penalty: 6238.569336
	Iteration 14Q: 3 clusters Score -3.595782e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214581 members 
Mstep: Class 2 contains 75455 members 
Entering Unmasked Estep 
Score: -35960592.000000 Penalty: 6238.569336
	Iteration 15Q: 3 clusters Score -3.596059e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218740 members 
Mstep: Class 2 contains 71296 members 
Entering Unmasked Estep 
Score: -35963140.000000 Penalty: 6238.569336
	Iteration 16Q: 3 clusters Score -3.596314e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222696 members 
Mstep: Class 2 contains 67340 members 
Entering Unmasked Estep 
Score: -35965512.000000 Penalty: 6238.569336
	Iteration 17Q: 3 clusters Score -3.596551e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226378 members 
Mstep: Class 2 contains 63658 members 
Entering Unmasked Estep 
Score: -35967752.000000 Penalty: 6238.569336
	Iteration 18Q: 3 clusters Score -3.596775e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229931 members 
Mstep: Class 2 contains 60105 members 
Entering Unmasked Estep 
Score: -35969588.000000 Penalty: 6238.569336
	Iteration 19Q: 3 clusters Score -3.596959e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233148 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -35971084.000000 Penalty: 6238.569336
	Iteration 20F: 3 clusters Score -3.597108e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236199 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
Score: -35972320.000000 Penalty: 6238.569336
	Iteration 21Q: 3 clusters Score -3.597232e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239194 members 
Mstep: Class 2 contains 50842 members 
Entering Unmasked Estep 
Score: -35973320.000000 Penalty: 6238.569336
	Iteration 22Q: 3 clusters Score -3.597332e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242138 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -35973892.000000 Penalty: 6238.569336
	Iteration 23Q: 3 clusters Score -3.597389e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245180 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -35974336.000000 Penalty: 6238.569336
	Iteration 24Q: 3 clusters Score -3.597434e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248281 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -35974868.000000 Penalty: 6238.569336
	Iteration 25Q: 3 clusters Score -3.597487e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251476 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -35975208.000000 Penalty: 6238.569336
	Iteration 26Q: 3 clusters Score -3.597521e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254767 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -35975804.000000 Penalty: 6238.569336
	Iteration 27Q: 3 clusters Score -3.59758e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258051 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -35975916.000000 Penalty: 6238.569336
	Iteration 28Q: 3 clusters Score -3.597592e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261208 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -35976084.000000 Penalty: 6238.569336
	Iteration 29Q: 3 clusters Score -3.597608e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264258 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -35976312.000000 Penalty: 6238.569336
	Iteration 30Q: 3 clusters Score -3.597631e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267134 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -35976604.000000 Penalty: 6238.569336
	Iteration 31Q: 3 clusters Score -3.59766e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269723 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -35976904.000000 Penalty: 6238.569336
	Iteration 32Q: 3 clusters Score -3.59769e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271991 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -35976968.000000 Penalty: 6238.569336
	Iteration 33Q: 3 clusters Score -3.597697e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274037 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -35977204.000000 Penalty: 6238.569336
	Iteration 34Q: 3 clusters Score -3.59772e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275762 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -35977324.000000 Penalty: 6238.569336
	Iteration 35Q: 3 clusters Score -3.597732e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277335 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -35977244.000000 Penalty: 6238.569336
	Iteration 36Q: 3 clusters Score -3.597724e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278668 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -35977324.000000 Penalty: 6238.569336
	Iteration 37Q: 3 clusters Score -3.597732e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279848 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -35977252.000000 Penalty: 6238.569336
	Iteration 38Q: 3 clusters Score -3.597725e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280861 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -35977272.000000 Penalty: 6238.569336
	Iteration 39Q: 3 clusters Score -3.597727e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281737 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -35977292.000000 Penalty: 6238.569336
	Iteration 40F: 3 clusters Score -3.597729e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282538 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -35977180.000000 Penalty: 6238.569336
	Iteration 41Q: 3 clusters Score -3.597718e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283201 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -35977032.000000 Penalty: 6238.569336
	Iteration 42Q: 3 clusters Score -3.597703e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283761 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -35976860.000000 Penalty: 6238.569336
	Iteration 43Q: 3 clusters Score -3.597686e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284241 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -35976920.000000 Penalty: 6238.569336
	Iteration 44Q: 3 clusters Score -3.597692e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284659 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -35976872.000000 Penalty: 6238.569336
	Iteration 45Q: 3 clusters Score -3.597687e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284974 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -35976856.000000 Penalty: 6238.569336
	Iteration 46Q: 3 clusters Score -3.597686e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285286 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -35976756.000000 Penalty: 6238.569336
	Iteration 47Q: 3 clusters Score -3.597676e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285570 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -35976640.000000 Penalty: 6238.569336
	Iteration 48Q: 3 clusters Score -3.597664e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285807 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -35976532.000000 Penalty: 6238.569336
	Iteration 49Q: 3 clusters Score -3.597653e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286013 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -35976448.000000 Penalty: 6238.569336
	Iteration 50Q: 3 clusters Score -3.597645e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286172 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -35976392.000000 Penalty: 6238.569336
	Iteration 51Q: 3 clusters Score -3.597639e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286312 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -35976356.000000 Penalty: 6238.569336
	Iteration 52Q: 3 clusters Score -3.597636e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286428 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -35976320.000000 Penalty: 6238.569336
	Iteration 53Q: 3 clusters Score -3.597632e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286546 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -35976336.000000 Penalty: 6238.569336
	Iteration 54Q: 3 clusters Score -3.597634e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286639 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -35976364.000000 Penalty: 6238.569336
	Iteration 55Q: 3 clusters Score -3.597636e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286727 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -35976332.000000 Penalty: 6238.569336
	Iteration 56Q: 3 clusters Score -3.597633e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286800 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -35976352.000000 Penalty: 6238.569336
	Iteration 57Q: 3 clusters Score -3.597635e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286867 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -35976364.000000 Penalty: 6238.569336
	Iteration 58Q: 3 clusters Score -3.597636e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286927 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -35976356.000000 Penalty: 6238.569336
	Iteration 59Q: 3 clusters Score -3.597636e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286978 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -35976356.000000 Penalty: 6238.569336
	Iteration 60F: 3 clusters Score -3.597636e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287032 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -35976348.000000 Penalty: 6238.569336
	Iteration 61Q: 3 clusters Score -3.597635e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287076 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -35976328.000000 Penalty: 6238.569336
	Iteration 62Q: 3 clusters Score -3.597633e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287129 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -35976396.000000 Penalty: 6238.569336
	Iteration 63Q: 3 clusters Score -3.59764e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287188 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -35976420.000000 Penalty: 6238.569336
	Iteration 64Q: 3 clusters Score -3.597642e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287243 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -35976364.000000 Penalty: 6238.569336
	Iteration 65Q: 3 clusters Score -3.597636e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287293 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -35976344.000000 Penalty: 6238.569336
	Iteration 66Q: 3 clusters Score -3.597634e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287338 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -35976352.000000 Penalty: 6238.569336
	Iteration 67Q: 3 clusters Score -3.597635e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287379 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -35976380.000000 Penalty: 6238.569336
	Iteration 68Q: 3 clusters Score -3.597638e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287411 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -35976360.000000 Penalty: 6238.569336
	Iteration 69Q: 3 clusters Score -3.597636e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287435 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -35976384.000000 Penalty: 6238.569336
	Iteration 70Q: 3 clusters Score -3.597638e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287456 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -35976380.000000 Penalty: 6238.569336
	Iteration 71Q: 3 clusters Score -3.597638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287470 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -35976364.000000 Penalty: 6238.569336
	Iteration 72Q: 3 clusters Score -3.597636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287484 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -35976344.000000 Penalty: 6238.569336
	Iteration 73Q: 3 clusters Score -3.597634e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287502 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -35976336.000000 Penalty: 6238.569336
	Iteration 74Q: 3 clusters Score -3.597634e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287521 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -35976308.000000 Penalty: 6238.569336
	Iteration 75Q: 3 clusters Score -3.597631e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287538 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -35976328.000000 Penalty: 6238.569336
	Iteration 76Q: 3 clusters Score -3.597633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287552 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -35976348.000000 Penalty: 6238.569336
	Iteration 77Q: 3 clusters Score -3.597635e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287567 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -35976332.000000 Penalty: 6238.569336
	Iteration 78Q: 3 clusters Score -3.597633e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287579 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -35976316.000000 Penalty: 6238.569336
	Iteration 79Q: 3 clusters Score -3.597632e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287596 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -35976324.000000 Penalty: 6238.569336
	Iteration 80F: 3 clusters Score -3.597632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287604 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -35976312.000000 Penalty: 6238.569336
	Iteration 81Q: 3 clusters Score -3.597631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287609 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -35976328.000000 Penalty: 6238.569336
	Iteration 82Q: 3 clusters Score -3.597633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287613 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -35976320.000000 Penalty: 6238.569336
	Iteration 83Q: 3 clusters Score -3.597632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287614 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -35976308.000000 Penalty: 6238.569336
	Iteration 84Q: 3 clusters Score -3.597631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287617 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -35976332.000000 Penalty: 6238.569336
	Iteration 85Q: 3 clusters Score -3.597633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287618 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -35976332.000000 Penalty: 6238.569336
	Iteration 86Q: 3 clusters Score -3.597633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287622 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -35976324.000000 Penalty: 6238.569336
	Iteration 87Q: 3 clusters Score -3.597632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287628 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -35976320.000000 Penalty: 6238.569336
	Iteration 88Q: 3 clusters Score -3.597632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287633 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -35976312.000000 Penalty: 6238.569336
	Iteration 89Q: 3 clusters Score -3.597631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287638 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -35976328.000000 Penalty: 6238.569336
	Iteration 90Q: 3 clusters Score -3.597633e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287651 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -35976312.000000 Penalty: 6238.569336
	Iteration 91Q: 3 clusters Score -3.597631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287661 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -35976312.000000 Penalty: 6238.569336
	Iteration 92Q: 3 clusters Score -3.597631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287666 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -35976284.000000 Penalty: 6238.569336
	Iteration 93Q: 3 clusters Score -3.597628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287669 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -35976280.000000 Penalty: 6238.569336
	Iteration 94Q: 3 clusters Score -3.597628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287673 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -35976276.000000 Penalty: 6238.569336
	Iteration 95Q: 3 clusters Score -3.597628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287678 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -35976288.000000 Penalty: 6238.569336
	Iteration 96Q: 3 clusters Score -3.597629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287678 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -35976288.000000 Penalty: 6238.569336
	Iteration 97F: 3 clusters Score -3.597629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Entering Unmasked Estep 
Score: -291719.437500 Penalty: 1958.897949
	Iteration 0F: 2 clusters Score -291719.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -288645.250000 Penalty: 3917.795898
	Iteration 0F: 3 clusters Score -288645.2 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -289356.093750 Penalty: 3917.795898
	Iteration 1F: 3 clusters Score -289356.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -289615.156250 Penalty: 3917.795898
	Iteration 2F: 3 clusters Score -289615.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -289778.937500 Penalty: 3917.795898
	Iteration 3F: 3 clusters Score -289778.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -289889.625000 Penalty: 3917.795898
	Iteration 4Q: 3 clusters Score -289889.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -289970.812500 Penalty: 3917.795898
	Iteration 5Q: 3 clusters Score -289970.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -290027.875000 Penalty: 3917.795898
	Iteration 6Q: 3 clusters Score -290027.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -290072.343750 Penalty: 3917.795898
	Iteration 7Q: 3 clusters Score -290072.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -290101.687500 Penalty: 3917.795898
	Iteration 8Q: 3 clusters Score -290101.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -290129.875000 Penalty: 3917.795898
	Iteration 9Q: 3 clusters Score -290129.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -290151.125000 Penalty: 3917.795898
	Iteration 10Q: 3 clusters Score -290151.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -290167.687500 Penalty: 3917.795898
	Iteration 11Q: 3 clusters Score -290167.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -290178.156250 Penalty: 3917.795898
	Iteration 12Q: 3 clusters Score -290178.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -290190.343750 Penalty: 3917.795898
	Iteration 13Q: 3 clusters Score -290190.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -290203.812500 Penalty: 3917.795898
	Iteration 14Q: 3 clusters Score -290203.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -290212.687500 Penalty: 3917.795898
	Iteration 15Q: 3 clusters Score -290212.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -290220.000000 Penalty: 3917.795898
	Iteration 16Q: 3 clusters Score -290220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -290229.187500 Penalty: 3917.795898
	Iteration 17Q: 3 clusters Score -290229.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -290234.968750 Penalty: 3917.795898
	Iteration 18Q: 3 clusters Score -290235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -290240.687500 Penalty: 3917.795898
	Iteration 19Q: 3 clusters Score -290240.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -290244.375000 Penalty: 3917.795898
	Iteration 20F: 3 clusters Score -290244.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -290249.093750 Penalty: 3917.795898
	Iteration 21Q: 3 clusters Score -290249.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -290253.343750 Penalty: 3917.795898
	Iteration 22Q: 3 clusters Score -290253.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -290260.781250 Penalty: 3917.795898
	Iteration 23Q: 3 clusters Score -290260.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -290262.156250 Penalty: 3917.795898
	Iteration 24Q: 3 clusters Score -290262.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -290263.000000 Penalty: 3917.795898
	Iteration 25Q: 3 clusters Score -290263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -290264.062500 Penalty: 3917.795898
	Iteration 26Q: 3 clusters Score -290264.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -290264.375000 Penalty: 3917.795898
	Iteration 27Q: 3 clusters Score -290264.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -290264.718750 Penalty: 3917.795898
	Iteration 28Q: 3 clusters Score -290264.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -290264.718750 Penalty: 3917.795898
	Iteration 29F: 3 clusters Score -290264.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Entering Unmasked Estep 
Score: -1040125.812500 Penalty: 2252.799805
	Iteration 0F: 2 clusters Score -1040126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1033260.437500 Penalty: 4505.599609
	Iteration 0F: 3 clusters Score -1033260 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1035641.437500 Penalty: 4505.599609
	Iteration 1F: 3 clusters Score -1035641 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1036313.625000 Penalty: 4505.599609
	Iteration 2F: 3 clusters Score -1036314 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1036886.875000 Penalty: 4505.599609
	Iteration 3F: 3 clusters Score -1036887 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1037391.187500 Penalty: 4505.599609
	Iteration 4F: 3 clusters Score -1037391 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1037813.500000 Penalty: 4505.599609
	Iteration 5F: 3 clusters Score -1037814 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1038142.937500 Penalty: 4505.599609
	Iteration 6F: 3 clusters Score -1038143 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1038379.562500 Penalty: 4505.599609
	Iteration 7Q: 3 clusters Score -1038380 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1038535.812500 Penalty: 4505.599609
	Iteration 8Q: 3 clusters Score -1038536 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1038633.687500 Penalty: 4505.599609
	Iteration 9Q: 3 clusters Score -1038634 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1038714.000000 Penalty: 4505.599609
	Iteration 10Q: 3 clusters Score -1038714 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1038779.937500 Penalty: 4505.599609
	Iteration 11Q: 3 clusters Score -1038780 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1038841.812500 Penalty: 4505.599609
	Iteration 12Q: 3 clusters Score -1038842 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1038888.937500 Penalty: 4505.599609
	Iteration 13Q: 3 clusters Score -1038889 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1038931.875000 Penalty: 4505.599609
	Iteration 14Q: 3 clusters Score -1038932 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1038960.937500 Penalty: 4505.599609
	Iteration 15Q: 3 clusters Score -1038961 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1038993.500000 Penalty: 4505.599609
	Iteration 16Q: 3 clusters Score -1038994 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1039016.625000 Penalty: 4505.599609
	Iteration 17Q: 3 clusters Score -1039017 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1039041.750000 Penalty: 4505.599609
	Iteration 18Q: 3 clusters Score -1039042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1039053.000000 Penalty: 4505.599609
	Iteration 19Q: 3 clusters Score -1039053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1039064.312500 Penalty: 4505.599609
	Iteration 20F: 3 clusters Score -1039064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1039071.187500 Penalty: 4505.599609
	Iteration 21Q: 3 clusters Score -1039071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1039082.375000 Penalty: 4505.599609
	Iteration 22Q: 3 clusters Score -1039082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1039086.937500 Penalty: 4505.599609
	Iteration 23Q: 3 clusters Score -1039087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1039088.187500 Penalty: 4505.599609
	Iteration 24Q: 3 clusters Score -1039088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1039092.187500 Penalty: 4505.599609
	Iteration 25Q: 3 clusters Score -1039092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1039092.500000 Penalty: 4505.599609
	Iteration 26Q: 3 clusters Score -1039092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1039091.875000 Penalty: 4505.599609
	Iteration 27Q: 3 clusters Score -1039092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1039094.750000 Penalty: 4505.599609
	Iteration 28Q: 3 clusters Score -1039095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1039097.812500 Penalty: 4505.599609
	Iteration 29Q: 3 clusters Score -1039098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1039097.750000 Penalty: 4505.599609
	Iteration 30Q: 3 clusters Score -1039098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1039097.750000 Penalty: 4505.599609
	Iteration 31F: 3 clusters Score -1039098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Entering Unmasked Estep 
Score: -761496.250000 Penalty: 2170.640137
	Iteration 0F: 2 clusters Score -761496.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -756183.687500 Penalty: 4341.280273
	Iteration 0F: 3 clusters Score -756183.7 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -757608.125000 Penalty: 4341.280273
	Iteration 1F: 3 clusters Score -757608.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -757945.000000 Penalty: 4341.280273
	Iteration 2F: 3 clusters Score -757945 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -758197.937500 Penalty: 4341.280273
	Iteration 3F: 3 clusters Score -758197.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -758427.812500 Penalty: 4341.280273
	Iteration 4F: 3 clusters Score -758427.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -758679.625000 Penalty: 4341.280273
	Iteration 5Q: 3 clusters Score -758679.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -758944.375000 Penalty: 4341.280273
	Iteration 6Q: 3 clusters Score -758944.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -759201.562500 Penalty: 4341.280273
	Iteration 7Q: 3 clusters Score -759201.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -759438.937500 Penalty: 4341.280273
	Iteration 8Q: 3 clusters Score -759438.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -759634.062500 Penalty: 4341.280273
	Iteration 9Q: 3 clusters Score -759634.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -759829.750000 Penalty: 4341.280273
	Iteration 10Q: 3 clusters Score -759829.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -760033.687500 Penalty: 4341.280273
	Iteration 11Q: 3 clusters Score -760033.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -760219.687500 Penalty: 4341.280273
	Iteration 12Q: 3 clusters Score -760219.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -760375.312500 Penalty: 4341.280273
	Iteration 13Q: 3 clusters Score -760375.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -760487.187500 Penalty: 4341.280273
	Iteration 14Q: 3 clusters Score -760487.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -760565.375000 Penalty: 4341.280273
	Iteration 15Q: 3 clusters Score -760565.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -760610.125000 Penalty: 4341.280273
	Iteration 16Q: 3 clusters Score -760610.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -760630.875000 Penalty: 4341.280273
	Iteration 17Q: 3 clusters Score -760630.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -760642.562500 Penalty: 4341.280273
	Iteration 18Q: 3 clusters Score -760642.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -760648.812500 Penalty: 4341.280273
	Iteration 19Q: 3 clusters Score -760648.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -760655.500000 Penalty: 4341.280273
	Iteration 20F: 3 clusters Score -760655.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -760662.750000 Penalty: 4341.280273
	Iteration 21Q: 3 clusters Score -760662.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -760669.937500 Penalty: 4341.280273
	Iteration 22Q: 3 clusters Score -760669.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -760671.187500 Penalty: 4341.280273
	Iteration 23Q: 3 clusters Score -760671.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -760675.812500 Penalty: 4341.280273
	Iteration 24Q: 3 clusters Score -760675.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -760676.812500 Penalty: 4341.280273
	Iteration 25Q: 3 clusters Score -760676.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -760677.500000 Penalty: 4341.280273
	Iteration 26Q: 3 clusters Score -760677.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -760678.125000 Penalty: 4341.280273
	Iteration 27Q: 3 clusters Score -760678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -760677.562500 Penalty: 4341.280273
	Iteration 28Q: 3 clusters Score -760677.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -760679.312500 Penalty: 4341.280273
	Iteration 29Q: 3 clusters Score -760679.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -760679.750000 Penalty: 4341.280273
	Iteration 30Q: 3 clusters Score -760679.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -760678.937500 Penalty: 4341.280273
	Iteration 31Q: 3 clusters Score -760678.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -760678.937500 Penalty: 4341.280273
	Iteration 32F: 3 clusters Score -760678.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Entering Unmasked Estep 
Score: -1608265.625000 Penalty: 2349.306885
	Iteration 0F: 2 clusters Score -1608266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1598691.250000 Penalty: 4698.613770
	Iteration 0F: 3 clusters Score -1598691 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1601695.125000 Penalty: 4698.613770
	Iteration 1F: 3 clusters Score -1601695 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1602156.500000 Penalty: 4698.613770
	Iteration 2F: 3 clusters Score -1602156 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1602602.125000 Penalty: 4698.613770
	Iteration 3F: 3 clusters Score -1602602 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1603014.625000 Penalty: 4698.613770
	Iteration 4F: 3 clusters Score -1603015 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1603408.375000 Penalty: 4698.613770
	Iteration 5F: 3 clusters Score -1603408 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1603763.750000 Penalty: 4698.613770
	Iteration 6Q: 3 clusters Score -1603764 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1604129.375000 Penalty: 4698.613770
	Iteration 7Q: 3 clusters Score -1604129 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1604474.375000 Penalty: 4698.613770
	Iteration 8Q: 3 clusters Score -1604474 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1604816.625000 Penalty: 4698.613770
	Iteration 9Q: 3 clusters Score -1604817 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1605115.875000 Penalty: 4698.613770
	Iteration 10Q: 3 clusters Score -1605116 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1605360.000000 Penalty: 4698.613770
	Iteration 11Q: 3 clusters Score -1605360 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1605580.000000 Penalty: 4698.613770
	Iteration 12Q: 3 clusters Score -1605580 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1605740.125000 Penalty: 4698.613770
	Iteration 13Q: 3 clusters Score -1605740 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1605856.625000 Penalty: 4698.613770
	Iteration 14Q: 3 clusters Score -1605857 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1605953.000000 Penalty: 4698.613770
	Iteration 15Q: 3 clusters Score -1605953 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1606012.250000 Penalty: 4698.613770
	Iteration 16Q: 3 clusters Score -1606012 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1606071.625000 Penalty: 4698.613770
	Iteration 17Q: 3 clusters Score -1606072 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1606117.750000 Penalty: 4698.613770
	Iteration 18Q: 3 clusters Score -1606118 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1606137.875000 Penalty: 4698.613770
	Iteration 19Q: 3 clusters Score -1606138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1606153.875000 Penalty: 4698.613770
	Iteration 20F: 3 clusters Score -1606154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1606165.625000 Penalty: 4698.613770
	Iteration 21Q: 3 clusters Score -1606166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1606172.000000 Penalty: 4698.613770
	Iteration 22Q: 3 clusters Score -1606172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1606179.250000 Penalty: 4698.613770
	Iteration 23Q: 3 clusters Score -1606179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1606186.875000 Penalty: 4698.613770
	Iteration 24Q: 3 clusters Score -1606187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1606191.250000 Penalty: 4698.613770
	Iteration 25Q: 3 clusters Score -1606191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1606202.625000 Penalty: 4698.613770
	Iteration 26Q: 3 clusters Score -1606203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1606207.750000 Penalty: 4698.613770
	Iteration 27Q: 3 clusters Score -1606208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1606214.875000 Penalty: 4698.613770
	Iteration 28Q: 3 clusters Score -1606215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1606221.000000 Penalty: 4698.613770
	Iteration 29Q: 3 clusters Score -1606221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1606225.375000 Penalty: 4698.613770
	Iteration 30Q: 3 clusters Score -1606225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1606231.000000 Penalty: 4698.613770
	Iteration 31Q: 3 clusters Score -1606231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1606234.000000 Penalty: 4698.613770
	Iteration 32Q: 3 clusters Score -1606234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1606234.500000 Penalty: 4698.613770
	Iteration 33Q: 3 clusters Score -1606234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1606234.250000 Penalty: 4698.613770
	Iteration 34Q: 3 clusters Score -1606234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1606236.375000 Penalty: 4698.613770
	Iteration 35Q: 3 clusters Score -1606236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1606240.625000 Penalty: 4698.613770
	Iteration 36Q: 3 clusters Score -1606241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1606245.125000 Penalty: 4698.613770
	Iteration 37Q: 3 clusters Score -1606245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1606243.875000 Penalty: 4698.613770
	Iteration 38Q: 3 clusters Score -1606244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1606243.875000 Penalty: 4698.613770
	Iteration 39F: 3 clusters Score -1606244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (275242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275242 members 
Entering Unmasked Estep 
Score: -34132356.000000 Penalty: 3106.300781
	Iteration 0F: 2 clusters Score -3.413236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137669 members 
Mstep: Class 2 contains 137573 members 
Entering Unmasked Estep 
Score: -33954128.000000 Penalty: 6212.601562
	Iteration 0F: 3 clusters Score -3.395413e+07 nChanged 133477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141406 members 
Mstep: Class 2 contains 133836 members 
Entering Unmasked Estep 
Score: -34031848.000000 Penalty: 6212.601562
	Iteration 1F: 3 clusters Score -3.403185e+07 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143458 members 
Mstep: Class 2 contains 131784 members 
Entering Unmasked Estep 
Score: -34033644.000000 Penalty: 6212.601562
	Iteration 2Q: 3 clusters Score -3.403364e+07 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146593 members 
Mstep: Class 2 contains 128649 members 
Entering Unmasked Estep 
Score: -34036012.000000 Penalty: 6212.601562
	Iteration 3Q: 3 clusters Score -3.403601e+07 nChanged 8987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151346 members 
Mstep: Class 2 contains 123896 members 
Entering Unmasked Estep 
Score: -34039088.000000 Penalty: 6212.601562
	Iteration 4Q: 3 clusters Score -3.403909e+07 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157837 members 
Mstep: Class 2 contains 117405 members 
Entering Unmasked Estep 
Score: -34043736.000000 Penalty: 6212.601562
	Iteration 5Q: 3 clusters Score -3.404374e+07 nChanged 12126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166873 members 
Mstep: Class 2 contains 108369 members 
Entering Unmasked Estep 
Score: -34051184.000000 Penalty: 6212.601562
	Iteration 6Q: 3 clusters Score -3.405118e+07 nChanged 14577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177882 members 
Mstep: Class 2 contains 97360 members 
Entering Unmasked Estep 
Score: -34060728.000000 Penalty: 6212.601562
	Iteration 7F: 3 clusters Score -3.406073e+07 nChanged 16494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190014 members 
Mstep: Class 2 contains 85228 members 
Entering Unmasked Estep 
Score: -34073336.000000 Penalty: 6212.601562
	Iteration 8F: 3 clusters Score -3.407334e+07 nChanged 17072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201086 members 
Mstep: Class 2 contains 74156 members 
Entering Unmasked Estep 
Score: -34086660.000000 Penalty: 6212.601562
	Iteration 9F: 3 clusters Score -3.408666e+07 nChanged 15520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208762 members 
Mstep: Class 2 contains 66480 members 
Entering Unmasked Estep 
Score: -34097588.000000 Penalty: 6212.601562
	Iteration 10F: 3 clusters Score -3.409759e+07 nChanged 12500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213202 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -34104108.000000 Penalty: 6212.601562
	Iteration 11Q: 3 clusters Score -3.410411e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216312 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -34107288.000000 Penalty: 6212.601562
	Iteration 12Q: 3 clusters Score -3.410729e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219091 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -34108896.000000 Penalty: 6212.601562
	Iteration 13Q: 3 clusters Score -3.41089e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221611 members 
Mstep: Class 2 contains 53631 members 
Entering Unmasked Estep 
Score: -34110112.000000 Penalty: 6212.601562
	Iteration 14Q: 3 clusters Score -3.411011e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224002 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -34110780.000000 Penalty: 6212.601562
	Iteration 15Q: 3 clusters Score -3.411078e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226236 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -34111576.000000 Penalty: 6212.601562
	Iteration 16Q: 3 clusters Score -3.411158e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228465 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -34112416.000000 Penalty: 6212.601562
	Iteration 17Q: 3 clusters Score -3.411242e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230591 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -34113252.000000 Penalty: 6212.601562
	Iteration 18Q: 3 clusters Score -3.411325e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232691 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -34114220.000000 Penalty: 6212.601562
	Iteration 19Q: 3 clusters Score -3.411422e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234738 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -34115052.000000 Penalty: 6212.601562
	Iteration 20F: 3 clusters Score -3.411505e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236797 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -34116128.000000 Penalty: 6212.601562
	Iteration 21Q: 3 clusters Score -3.411613e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238743 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -34117000.000000 Penalty: 6212.601562
	Iteration 22Q: 3 clusters Score -3.4117e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240591 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -34117712.000000 Penalty: 6212.601562
	Iteration 23Q: 3 clusters Score -3.411771e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242374 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -34118632.000000 Penalty: 6212.601562
	Iteration 24Q: 3 clusters Score -3.411863e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244037 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -34119112.000000 Penalty: 6212.601562
	Iteration 25Q: 3 clusters Score -3.411911e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245685 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -34119688.000000 Penalty: 6212.601562
	Iteration 26Q: 3 clusters Score -3.411969e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247220 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -34120164.000000 Penalty: 6212.601562
	Iteration 27Q: 3 clusters Score -3.412016e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248711 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -34120736.000000 Penalty: 6212.601562
	Iteration 28Q: 3 clusters Score -3.412074e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250153 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -34121288.000000 Penalty: 6212.601562
	Iteration 29Q: 3 clusters Score -3.412129e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251519 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -34121872.000000 Penalty: 6212.601562
	Iteration 30Q: 3 clusters Score -3.412187e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252874 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -34122456.000000 Penalty: 6212.601562
	Iteration 31Q: 3 clusters Score -3.412246e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254178 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -34123032.000000 Penalty: 6212.601562
	Iteration 32Q: 3 clusters Score -3.412303e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255348 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -34123516.000000 Penalty: 6212.601562
	Iteration 33Q: 3 clusters Score -3.412352e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256527 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -34124032.000000 Penalty: 6212.601562
	Iteration 34Q: 3 clusters Score -3.412403e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257644 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -34124504.000000 Penalty: 6212.601562
	Iteration 35Q: 3 clusters Score -3.41245e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258671 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -34124816.000000 Penalty: 6212.601562
	Iteration 36Q: 3 clusters Score -3.412482e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259647 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -34125136.000000 Penalty: 6212.601562
	Iteration 37Q: 3 clusters Score -3.412514e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260600 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -34125372.000000 Penalty: 6212.601562
	Iteration 38Q: 3 clusters Score -3.412537e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261550 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -34125708.000000 Penalty: 6212.601562
	Iteration 39Q: 3 clusters Score -3.412571e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262352 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -34126048.000000 Penalty: 6212.601562
	Iteration 40F: 3 clusters Score -3.412605e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263083 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -34126260.000000 Penalty: 6212.601562
	Iteration 41Q: 3 clusters Score -3.412626e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263745 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -34126444.000000 Penalty: 6212.601562
	Iteration 42Q: 3 clusters Score -3.412644e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264379 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -34126712.000000 Penalty: 6212.601562
	Iteration 43Q: 3 clusters Score -3.412671e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264976 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -34126900.000000 Penalty: 6212.601562
	Iteration 44Q: 3 clusters Score -3.41269e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265528 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -34127140.000000 Penalty: 6212.601562
	Iteration 45Q: 3 clusters Score -3.412714e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266030 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -34127272.000000 Penalty: 6212.601562
	Iteration 46Q: 3 clusters Score -3.412727e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266452 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -34127472.000000 Penalty: 6212.601562
	Iteration 47Q: 3 clusters Score -3.412747e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266851 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -34127612.000000 Penalty: 6212.601562
	Iteration 48Q: 3 clusters Score -3.412761e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267238 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -34127804.000000 Penalty: 6212.601562
	Iteration 49Q: 3 clusters Score -3.41278e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267590 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -34127880.000000 Penalty: 6212.601562
	Iteration 50Q: 3 clusters Score -3.412788e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267918 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -34128008.000000 Penalty: 6212.601562
	Iteration 51Q: 3 clusters Score -3.412801e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268218 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -34128104.000000 Penalty: 6212.601562
	Iteration 52Q: 3 clusters Score -3.41281e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268519 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -34128220.000000 Penalty: 6212.601562
	Iteration 53Q: 3 clusters Score -3.412822e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268802 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -34128372.000000 Penalty: 6212.601562
	Iteration 54Q: 3 clusters Score -3.412837e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269022 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -34128372.000000 Penalty: 6212.601562
	Iteration 55Q: 3 clusters Score -3.412837e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269223 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -34128432.000000 Penalty: 6212.601562
	Iteration 56Q: 3 clusters Score -3.412843e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269416 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -34128396.000000 Penalty: 6212.601562
	Iteration 57Q: 3 clusters Score -3.41284e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269607 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -34128424.000000 Penalty: 6212.601562
	Iteration 58Q: 3 clusters Score -3.412842e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269741 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -34128472.000000 Penalty: 6212.601562
	Iteration 59Q: 3 clusters Score -3.412847e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269880 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -34128508.000000 Penalty: 6212.601562
	Iteration 60F: 3 clusters Score -3.412851e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269993 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -34128580.000000 Penalty: 6212.601562
	Iteration 61Q: 3 clusters Score -3.412858e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270088 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -34128656.000000 Penalty: 6212.601562
	Iteration 62Q: 3 clusters Score -3.412866e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270186 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -34128700.000000 Penalty: 6212.601562
	Iteration 63Q: 3 clusters Score -3.41287e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270269 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -34128704.000000 Penalty: 6212.601562
	Iteration 64Q: 3 clusters Score -3.41287e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270346 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -34128784.000000 Penalty: 6212.601562
	Iteration 65Q: 3 clusters Score -3.412878e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270411 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -34128780.000000 Penalty: 6212.601562
	Iteration 66Q: 3 clusters Score -3.412878e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270477 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -34128840.000000 Penalty: 6212.601562
	Iteration 67Q: 3 clusters Score -3.412884e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270551 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -34128872.000000 Penalty: 6212.601562
	Iteration 68Q: 3 clusters Score -3.412887e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270622 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -34128916.000000 Penalty: 6212.601562
	Iteration 69Q: 3 clusters Score -3.412892e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270692 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -34128952.000000 Penalty: 6212.601562
	Iteration 70Q: 3 clusters Score -3.412895e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270754 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -34128948.000000 Penalty: 6212.601562
	Iteration 71Q: 3 clusters Score -3.412895e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270813 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -34128972.000000 Penalty: 6212.601562
	Iteration 72Q: 3 clusters Score -3.412897e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270885 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -34129008.000000 Penalty: 6212.601562
	Iteration 73Q: 3 clusters Score -3.412901e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270956 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -34129096.000000 Penalty: 6212.601562
	Iteration 74Q: 3 clusters Score -3.41291e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271025 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -34129064.000000 Penalty: 6212.601562
	Iteration 75Q: 3 clusters Score -3.412906e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271086 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -34129132.000000 Penalty: 6212.601562
	Iteration 76Q: 3 clusters Score -3.412913e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271138 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -34129108.000000 Penalty: 6212.601562
	Iteration 77Q: 3 clusters Score -3.412911e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271216 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -34129160.000000 Penalty: 6212.601562
	Iteration 78Q: 3 clusters Score -3.412916e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271297 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -34129220.000000 Penalty: 6212.601562
	Iteration 79Q: 3 clusters Score -3.412922e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271363 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -34129264.000000 Penalty: 6212.601562
	Iteration 80F: 3 clusters Score -3.412926e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271419 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -34129272.000000 Penalty: 6212.601562
	Iteration 81Q: 3 clusters Score -3.412927e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271463 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -34129276.000000 Penalty: 6212.601562
	Iteration 82Q: 3 clusters Score -3.412928e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271505 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -34129288.000000 Penalty: 6212.601562
	Iteration 83Q: 3 clusters Score -3.412929e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271543 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -34129300.000000 Penalty: 6212.601562
	Iteration 84Q: 3 clusters Score -3.41293e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271569 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -34129308.000000 Penalty: 6212.601562
	Iteration 85Q: 3 clusters Score -3.412931e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271594 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -34129312.000000 Penalty: 6212.601562
	Iteration 86Q: 3 clusters Score -3.412931e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271617 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -34129304.000000 Penalty: 6212.601562
	Iteration 87Q: 3 clusters Score -3.41293e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271643 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -34129312.000000 Penalty: 6212.601562
	Iteration 88Q: 3 clusters Score -3.412931e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271661 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -34129328.000000 Penalty: 6212.601562
	Iteration 89Q: 3 clusters Score -3.412933e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271676 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -34129324.000000 Penalty: 6212.601562
	Iteration 90Q: 3 clusters Score -3.412932e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271690 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -34129336.000000 Penalty: 6212.601562
	Iteration 91Q: 3 clusters Score -3.412934e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271702 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -34129368.000000 Penalty: 6212.601562
	Iteration 92Q: 3 clusters Score -3.412937e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271713 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -34129344.000000 Penalty: 6212.601562
	Iteration 93Q: 3 clusters Score -3.412934e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271721 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -34129348.000000 Penalty: 6212.601562
	Iteration 94Q: 3 clusters Score -3.412935e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271730 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -34129376.000000 Penalty: 6212.601562
	Iteration 95Q: 3 clusters Score -3.412938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271738 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -34129344.000000 Penalty: 6212.601562
	Iteration 96Q: 3 clusters Score -3.412934e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271750 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -34129332.000000 Penalty: 6212.601562
	Iteration 97Q: 3 clusters Score -3.412933e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271765 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -34129328.000000 Penalty: 6212.601562
	Iteration 98Q: 3 clusters Score -3.412933e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271778 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -34129360.000000 Penalty: 6212.601562
	Iteration 99Q: 3 clusters Score -3.412936e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271789 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -34129324.000000 Penalty: 6212.601562
	Iteration 100F: 3 clusters Score -3.412932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271800 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -34129332.000000 Penalty: 6212.601562
	Iteration 101Q: 3 clusters Score -3.412933e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271815 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -34129348.000000 Penalty: 6212.601562
	Iteration 102Q: 3 clusters Score -3.412935e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271828 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -34129356.000000 Penalty: 6212.601562
	Iteration 103Q: 3 clusters Score -3.412936e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271839 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -34129368.000000 Penalty: 6212.601562
	Iteration 104Q: 3 clusters Score -3.412937e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271856 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -34129340.000000 Penalty: 6212.601562
	Iteration 105Q: 3 clusters Score -3.412934e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271877 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -34129380.000000 Penalty: 6212.601562
	Iteration 106Q: 3 clusters Score -3.412938e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271894 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -34129364.000000 Penalty: 6212.601562
	Iteration 107Q: 3 clusters Score -3.412936e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271914 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -34129392.000000 Penalty: 6212.601562
	Iteration 108Q: 3 clusters Score -3.412939e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271931 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -34129400.000000 Penalty: 6212.601562
	Iteration 109Q: 3 clusters Score -3.41294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271946 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -34129404.000000 Penalty: 6212.601562
	Iteration 110Q: 3 clusters Score -3.41294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271959 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -34129424.000000 Penalty: 6212.601562
	Iteration 111Q: 3 clusters Score -3.412942e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271979 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -34129420.000000 Penalty: 6212.601562
	Iteration 112Q: 3 clusters Score -3.412942e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271993 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -34129416.000000 Penalty: 6212.601562
	Iteration 113Q: 3 clusters Score -3.412942e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272007 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -34129420.000000 Penalty: 6212.601562
	Iteration 114Q: 3 clusters Score -3.412942e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272023 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -34129452.000000 Penalty: 6212.601562
	Iteration 115Q: 3 clusters Score -3.412945e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272043 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -34129448.000000 Penalty: 6212.601562
	Iteration 116Q: 3 clusters Score -3.412945e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272053 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -34129440.000000 Penalty: 6212.601562
	Iteration 117Q: 3 clusters Score -3.412944e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272062 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -34129468.000000 Penalty: 6212.601562
	Iteration 118Q: 3 clusters Score -3.412947e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272081 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -34129476.000000 Penalty: 6212.601562
	Iteration 119Q: 3 clusters Score -3.412948e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272094 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -34129512.000000 Penalty: 6212.601562
	Iteration 120F: 3 clusters Score -3.412951e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272115 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -34129532.000000 Penalty: 6212.601562
	Iteration 121Q: 3 clusters Score -3.412953e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272126 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -34129512.000000 Penalty: 6212.601562
	Iteration 122Q: 3 clusters Score -3.412951e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272143 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -34129500.000000 Penalty: 6212.601562
	Iteration 123Q: 3 clusters Score -3.41295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272151 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -34129492.000000 Penalty: 6212.601562
	Iteration 124Q: 3 clusters Score -3.412949e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272163 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -34129500.000000 Penalty: 6212.601562
	Iteration 125Q: 3 clusters Score -3.41295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272172 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -34129500.000000 Penalty: 6212.601562
	Iteration 126Q: 3 clusters Score -3.41295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272183 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -34129512.000000 Penalty: 6212.601562
	Iteration 127Q: 3 clusters Score -3.412951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272191 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -34129528.000000 Penalty: 6212.601562
	Iteration 128Q: 3 clusters Score -3.412953e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272197 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -34129504.000000 Penalty: 6212.601562
	Iteration 129Q: 3 clusters Score -3.41295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272203 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -34129500.000000 Penalty: 6212.601562
	Iteration 130Q: 3 clusters Score -3.41295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272211 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -34129484.000000 Penalty: 6212.601562
	Iteration 131Q: 3 clusters Score -3.412948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272215 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -34129492.000000 Penalty: 6212.601562
	Iteration 132Q: 3 clusters Score -3.412949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272222 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -34129488.000000 Penalty: 6212.601562
	Iteration 133Q: 3 clusters Score -3.412949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272229 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -34129472.000000 Penalty: 6212.601562
	Iteration 134Q: 3 clusters Score -3.412947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272237 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -34129476.000000 Penalty: 6212.601562
	Iteration 135Q: 3 clusters Score -3.412948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272247 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -34129460.000000 Penalty: 6212.601562
	Iteration 136Q: 3 clusters Score -3.412946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272255 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -34129488.000000 Penalty: 6212.601562
	Iteration 137Q: 3 clusters Score -3.412949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272259 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -34129492.000000 Penalty: 6212.601562
	Iteration 138Q: 3 clusters Score -3.412949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272263 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -34129496.000000 Penalty: 6212.601562
	Iteration 139Q: 3 clusters Score -3.41295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272267 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -34129480.000000 Penalty: 6212.601562
	Iteration 140F: 3 clusters Score -3.412948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272273 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -34129464.000000 Penalty: 6212.601562
	Iteration 141Q: 3 clusters Score -3.412946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272281 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -34129504.000000 Penalty: 6212.601562
	Iteration 142Q: 3 clusters Score -3.41295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272281 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -34129496.000000 Penalty: 6212.601562
	Iteration 143Q: 3 clusters Score -3.41295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272281 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -34129492.000000 Penalty: 6212.601562
	Iteration 144Q: 3 clusters Score -3.412949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272285 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -34129500.000000 Penalty: 6212.601562
	Iteration 145Q: 3 clusters Score -3.41295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272290 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -34129504.000000 Penalty: 6212.601562
	Iteration 146Q: 3 clusters Score -3.41295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272296 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -34129492.000000 Penalty: 6212.601562
	Iteration 147Q: 3 clusters Score -3.412949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272299 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -34129508.000000 Penalty: 6212.601562
	Iteration 148Q: 3 clusters Score -3.412951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272302 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -34129508.000000 Penalty: 6212.601562
	Iteration 149Q: 3 clusters Score -3.412951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272307 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -34129512.000000 Penalty: 6212.601562
	Iteration 150Q: 3 clusters Score -3.412951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272314 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -34129480.000000 Penalty: 6212.601562
	Iteration 151Q: 3 clusters Score -3.412948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272317 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -34129476.000000 Penalty: 6212.601562
	Iteration 152Q: 3 clusters Score -3.412948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272322 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -34129488.000000 Penalty: 6212.601562
	Iteration 153Q: 3 clusters Score -3.412949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272328 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -34129508.000000 Penalty: 6212.601562
	Iteration 154Q: 3 clusters Score -3.412951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272335 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -34129512.000000 Penalty: 6212.601562
	Iteration 155Q: 3 clusters Score -3.412951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272341 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -34129512.000000 Penalty: 6212.601562
	Iteration 156Q: 3 clusters Score -3.412951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272346 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -34129508.000000 Penalty: 6212.601562
	Iteration 157Q: 3 clusters Score -3.412951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272346 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -34129508.000000 Penalty: 6212.601562
	Iteration 158F: 3 clusters Score -3.412951e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (169966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169966 members 
Entering Unmasked Estep 
Score: -21299504.000000 Penalty: 2986.751709
	Iteration 0F: 2 clusters Score -2.12995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85025 members 
Mstep: Class 2 contains 84941 members 
Entering Unmasked Estep 
Score: -21186452.000000 Penalty: 5973.503418
	Iteration 0F: 3 clusters Score -2.118645e+07 nChanged 81221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84774 members 
Mstep: Class 2 contains 85192 members 
Entering Unmasked Estep 
Score: -21233728.000000 Penalty: 5973.503418
	Iteration 1F: 3 clusters Score -2.123373e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84936 members 
Mstep: Class 2 contains 85030 members 
Entering Unmasked Estep 
Score: -21234984.000000 Penalty: 5973.503418
	Iteration 2Q: 3 clusters Score -2.123498e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85184 members 
Mstep: Class 2 contains 84782 members 
Entering Unmasked Estep 
Score: -21236382.000000 Penalty: 5973.503418
	Iteration 3Q: 3 clusters Score -2.123638e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 84365 members 
Entering Unmasked Estep 
Score: -21238236.000000 Penalty: 5973.503418
	Iteration 4Q: 3 clusters Score -2.123824e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86262 members 
Mstep: Class 2 contains 83704 members 
Entering Unmasked Estep 
Score: -21240376.000000 Penalty: 5973.503418
	Iteration 5Q: 3 clusters Score -2.124038e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87402 members 
Mstep: Class 2 contains 82564 members 
Entering Unmasked Estep 
Score: -21243296.000000 Penalty: 5973.503418
	Iteration 6Q: 3 clusters Score -2.12433e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89354 members 
Mstep: Class 2 contains 80612 members 
Entering Unmasked Estep 
Score: -21246918.000000 Penalty: 5973.503418
	Iteration 7Q: 3 clusters Score -2.124692e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92248 members 
Mstep: Class 2 contains 77718 members 
Entering Unmasked Estep 
Score: -21251702.000000 Penalty: 5973.503418
	Iteration 8F: 3 clusters Score -2.12517e+07 nChanged 9766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96316 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -21257582.000000 Penalty: 5973.503418
	Iteration 9F: 3 clusters Score -2.125758e+07 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101176 members 
Mstep: Class 2 contains 68790 members 
Entering Unmasked Estep 
Score: -21263968.000000 Penalty: 5973.503418
	Iteration 10F: 3 clusters Score -2.126397e+07 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106096 members 
Mstep: Class 2 contains 63870 members 
Entering Unmasked Estep 
Score: -21270358.000000 Penalty: 5973.503418
	Iteration 11F: 3 clusters Score -2.127036e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110280 members 
Mstep: Class 2 contains 59686 members 
Entering Unmasked Estep 
Score: -21275756.000000 Penalty: 5973.503418
	Iteration 12Q: 3 clusters Score -2.127576e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113638 members 
Mstep: Class 2 contains 56328 members 
Entering Unmasked Estep 
Score: -21279310.000000 Penalty: 5973.503418
	Iteration 13Q: 3 clusters Score -2.127931e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116404 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -21281304.000000 Penalty: 5973.503418
	Iteration 14Q: 3 clusters Score -2.12813e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118756 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
Score: -21282582.000000 Penalty: 5973.503418
	Iteration 15Q: 3 clusters Score -2.128258e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120969 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -21283404.000000 Penalty: 5973.503418
	Iteration 16Q: 3 clusters Score -2.12834e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123209 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -21284220.000000 Penalty: 5973.503418
	Iteration 17Q: 3 clusters Score -2.128422e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125348 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -21285016.000000 Penalty: 5973.503418
	Iteration 18Q: 3 clusters Score -2.128502e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127539 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -21285758.000000 Penalty: 5973.503418
	Iteration 19Q: 3 clusters Score -2.128576e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129689 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -21286378.000000 Penalty: 5973.503418
	Iteration 20F: 3 clusters Score -2.128638e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131821 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -21287000.000000 Penalty: 5973.503418
	Iteration 21Q: 3 clusters Score -2.1287e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133976 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -21287622.000000 Penalty: 5973.503418
	Iteration 22Q: 3 clusters Score -2.128762e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136217 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -21288320.000000 Penalty: 5973.503418
	Iteration 23Q: 3 clusters Score -2.128832e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138449 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -21288972.000000 Penalty: 5973.503418
	Iteration 24Q: 3 clusters Score -2.128897e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140623 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -21289708.000000 Penalty: 5973.503418
	Iteration 25Q: 3 clusters Score -2.128971e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142801 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -21290354.000000 Penalty: 5973.503418
	Iteration 26Q: 3 clusters Score -2.129035e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145006 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -21291048.000000 Penalty: 5973.503418
	Iteration 27Q: 3 clusters Score -2.129105e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147061 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -21291588.000000 Penalty: 5973.503418
	Iteration 28Q: 3 clusters Score -2.129159e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149020 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -21292186.000000 Penalty: 5973.503418
	Iteration 29Q: 3 clusters Score -2.129219e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150829 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -21292566.000000 Penalty: 5973.503418
	Iteration 30Q: 3 clusters Score -2.129257e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152598 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -21293132.000000 Penalty: 5973.503418
	Iteration 31Q: 3 clusters Score -2.129313e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154307 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -21293724.000000 Penalty: 5973.503418
	Iteration 32Q: 3 clusters Score -2.129372e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155944 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -21294174.000000 Penalty: 5973.503418
	Iteration 33Q: 3 clusters Score -2.129417e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157464 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -21294666.000000 Penalty: 5973.503418
	Iteration 34Q: 3 clusters Score -2.129467e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158857 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -21295116.000000 Penalty: 5973.503418
	Iteration 35Q: 3 clusters Score -2.129512e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160135 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -21295446.000000 Penalty: 5973.503418
	Iteration 36Q: 3 clusters Score -2.129545e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161333 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -21295736.000000 Penalty: 5973.503418
	Iteration 37Q: 3 clusters Score -2.129574e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162378 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -21296028.000000 Penalty: 5973.503418
	Iteration 38Q: 3 clusters Score -2.129603e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163247 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -21296188.000000 Penalty: 5973.503418
	Iteration 39Q: 3 clusters Score -2.129619e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164021 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -21296394.000000 Penalty: 5973.503418
	Iteration 40F: 3 clusters Score -2.129639e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164694 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -21296564.000000 Penalty: 5973.503418
	Iteration 41Q: 3 clusters Score -2.129656e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165246 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -21296702.000000 Penalty: 5973.503418
	Iteration 42Q: 3 clusters Score -2.12967e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165708 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -21296886.000000 Penalty: 5973.503418
	Iteration 43Q: 3 clusters Score -2.129689e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166120 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -21296982.000000 Penalty: 5973.503418
	Iteration 44Q: 3 clusters Score -2.129698e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166464 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -21297058.000000 Penalty: 5973.503418
	Iteration 45Q: 3 clusters Score -2.129706e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166739 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -21297148.000000 Penalty: 5973.503418
	Iteration 46Q: 3 clusters Score -2.129715e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166960 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -21297160.000000 Penalty: 5973.503418
	Iteration 47Q: 3 clusters Score -2.129716e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167147 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -21297178.000000 Penalty: 5973.503418
	Iteration 48Q: 3 clusters Score -2.129718e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167306 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -21297220.000000 Penalty: 5973.503418
	Iteration 49Q: 3 clusters Score -2.129722e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167440 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -21297254.000000 Penalty: 5973.503418
	Iteration 50Q: 3 clusters Score -2.129725e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167550 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -21297254.000000 Penalty: 5973.503418
	Iteration 51Q: 3 clusters Score -2.129725e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167638 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -21297274.000000 Penalty: 5973.503418
	Iteration 52Q: 3 clusters Score -2.129727e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167715 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -21297286.000000 Penalty: 5973.503418
	Iteration 53Q: 3 clusters Score -2.129729e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167781 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -21297300.000000 Penalty: 5973.503418
	Iteration 54Q: 3 clusters Score -2.12973e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167832 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -21297278.000000 Penalty: 5973.503418
	Iteration 55Q: 3 clusters Score -2.129728e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167870 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -21297278.000000 Penalty: 5973.503418
	Iteration 56Q: 3 clusters Score -2.129728e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167910 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -21297264.000000 Penalty: 5973.503418
	Iteration 57Q: 3 clusters Score -2.129726e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167942 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -21297244.000000 Penalty: 5973.503418
	Iteration 58Q: 3 clusters Score -2.129724e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167974 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -21297256.000000 Penalty: 5973.503418
	Iteration 59Q: 3 clusters Score -2.129726e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168009 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -21297258.000000 Penalty: 5973.503418
	Iteration 60F: 3 clusters Score -2.129726e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168042 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -21297256.000000 Penalty: 5973.503418
	Iteration 61Q: 3 clusters Score -2.129726e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168082 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -21297282.000000 Penalty: 5973.503418
	Iteration 62Q: 3 clusters Score -2.129728e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168120 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -21297296.000000 Penalty: 5973.503418
	Iteration 63Q: 3 clusters Score -2.12973e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168157 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -21297322.000000 Penalty: 5973.503418
	Iteration 64Q: 3 clusters Score -2.129732e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168190 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -21297356.000000 Penalty: 5973.503418
	Iteration 65Q: 3 clusters Score -2.129736e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168223 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -21297362.000000 Penalty: 5973.503418
	Iteration 66Q: 3 clusters Score -2.129736e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168254 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -21297372.000000 Penalty: 5973.503418
	Iteration 67Q: 3 clusters Score -2.129737e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168273 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -21297360.000000 Penalty: 5973.503418
	Iteration 68Q: 3 clusters Score -2.129736e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168291 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -21297374.000000 Penalty: 5973.503418
	Iteration 69Q: 3 clusters Score -2.129737e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168317 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -21297402.000000 Penalty: 5973.503418
	Iteration 70Q: 3 clusters Score -2.12974e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168341 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -21297404.000000 Penalty: 5973.503418
	Iteration 71Q: 3 clusters Score -2.12974e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168362 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -21297412.000000 Penalty: 5973.503418
	Iteration 72Q: 3 clusters Score -2.129741e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168378 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -21297398.000000 Penalty: 5973.503418
	Iteration 73Q: 3 clusters Score -2.12974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168388 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -21297376.000000 Penalty: 5973.503418
	Iteration 74Q: 3 clusters Score -2.129738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168392 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -21297380.000000 Penalty: 5973.503418
	Iteration 75Q: 3 clusters Score -2.129738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168397 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -21297390.000000 Penalty: 5973.503418
	Iteration 76Q: 3 clusters Score -2.129739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168401 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -21297378.000000 Penalty: 5973.503418
	Iteration 77Q: 3 clusters Score -2.129738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168401 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -21297390.000000 Penalty: 5973.503418
	Iteration 78Q: 3 clusters Score -2.129739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168403 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -21297394.000000 Penalty: 5973.503418
	Iteration 79Q: 3 clusters Score -2.129739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168406 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -21297384.000000 Penalty: 5973.503418
	Iteration 80F: 3 clusters Score -2.129738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168409 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -21297376.000000 Penalty: 5973.503418
	Iteration 81Q: 3 clusters Score -2.129738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168412 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -21297376.000000 Penalty: 5973.503418
	Iteration 82Q: 3 clusters Score -2.129738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168415 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -21297368.000000 Penalty: 5973.503418
	Iteration 83Q: 3 clusters Score -2.129737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168418 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -21297374.000000 Penalty: 5973.503418
	Iteration 84Q: 3 clusters Score -2.129737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168422 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -21297386.000000 Penalty: 5973.503418
	Iteration 85Q: 3 clusters Score -2.129739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168427 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -21297380.000000 Penalty: 5973.503418
	Iteration 86Q: 3 clusters Score -2.129738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168433 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -21297386.000000 Penalty: 5973.503418
	Iteration 87Q: 3 clusters Score -2.129739e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168443 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -21297378.000000 Penalty: 5973.503418
	Iteration 88Q: 3 clusters Score -2.129738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168446 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -21297384.000000 Penalty: 5973.503418
	Iteration 89Q: 3 clusters Score -2.129738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168454 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -21297380.000000 Penalty: 5973.503418
	Iteration 90Q: 3 clusters Score -2.129738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168460 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -21297372.000000 Penalty: 5973.503418
	Iteration 91Q: 3 clusters Score -2.129737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168465 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -21297378.000000 Penalty: 5973.503418
	Iteration 92Q: 3 clusters Score -2.129738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168469 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -21297376.000000 Penalty: 5973.503418
	Iteration 93Q: 3 clusters Score -2.129738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168470 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -21297384.000000 Penalty: 5973.503418
	Iteration 94Q: 3 clusters Score -2.129738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168471 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -21297384.000000 Penalty: 5973.503418
	Iteration 95Q: 3 clusters Score -2.129738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168472 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -21297382.000000 Penalty: 5973.503418
	Iteration 96Q: 3 clusters Score -2.129738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168473 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -21297392.000000 Penalty: 5973.503418
	Iteration 97Q: 3 clusters Score -2.129739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168473 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -21297392.000000 Penalty: 5973.503418
	Iteration 98F: 3 clusters Score -2.129739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Entering Unmasked Estep 
Score: -3018160.750000 Penalty: 2511.037109
	Iteration 0F: 2 clusters Score -3018161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -3001013.000000 Penalty: 5022.074219
	Iteration 0F: 3 clusters Score -3001013 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -3007081.500000 Penalty: 5022.074219
	Iteration 1F: 3 clusters Score -3007082 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -3007669.750000 Penalty: 5022.074219
	Iteration 2F: 3 clusters Score -3007670 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -3008280.250000 Penalty: 5022.074219
	Iteration 3F: 3 clusters Score -3008280 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -3008821.500000 Penalty: 5022.074219
	Iteration 4Q: 3 clusters Score -3008822 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -3009325.000000 Penalty: 5022.074219
	Iteration 5Q: 3 clusters Score -3009325 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -3009801.000000 Penalty: 5022.074219
	Iteration 6Q: 3 clusters Score -3009801 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -3010307.000000 Penalty: 5022.074219
	Iteration 7Q: 3 clusters Score -3010307 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -3010778.750000 Penalty: 5022.074219
	Iteration 8Q: 3 clusters Score -3010779 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -3011319.250000 Penalty: 5022.074219
	Iteration 9Q: 3 clusters Score -3011319 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -3011856.500000 Penalty: 5022.074219
	Iteration 10Q: 3 clusters Score -3011856 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -3012455.500000 Penalty: 5022.074219
	Iteration 11Q: 3 clusters Score -3012456 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -3013050.000000 Penalty: 5022.074219
	Iteration 12Q: 3 clusters Score -3013050 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -3013660.500000 Penalty: 5022.074219
	Iteration 13Q: 3 clusters Score -3013660 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -3014233.250000 Penalty: 5022.074219
	Iteration 14Q: 3 clusters Score -3014233 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -3014706.250000 Penalty: 5022.074219
	Iteration 15Q: 3 clusters Score -3014706 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3015136.500000 Penalty: 5022.074219
	Iteration 16Q: 3 clusters Score -3015136 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3015528.500000 Penalty: 5022.074219
	Iteration 17Q: 3 clusters Score -3015528 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3015865.750000 Penalty: 5022.074219
	Iteration 18Q: 3 clusters Score -3015866 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3016159.000000 Penalty: 5022.074219
	Iteration 19Q: 3 clusters Score -3016159 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3016392.750000 Penalty: 5022.074219
	Iteration 20F: 3 clusters Score -3016393 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3016600.000000 Penalty: 5022.074219
	Iteration 21Q: 3 clusters Score -3016600 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3016741.500000 Penalty: 5022.074219
	Iteration 22Q: 3 clusters Score -3016742 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3016796.250000 Penalty: 5022.074219
	Iteration 23Q: 3 clusters Score -3016796 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3016829.250000 Penalty: 5022.074219
	Iteration 24Q: 3 clusters Score -3016829 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3016835.500000 Penalty: 5022.074219
	Iteration 25Q: 3 clusters Score -3016836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3016849.250000 Penalty: 5022.074219
	Iteration 26Q: 3 clusters Score -3016849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3016854.750000 Penalty: 5022.074219
	Iteration 27Q: 3 clusters Score -3016855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3016858.500000 Penalty: 5022.074219
	Iteration 28Q: 3 clusters Score -3016858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3016866.500000 Penalty: 5022.074219
	Iteration 29Q: 3 clusters Score -3016866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3016872.000000 Penalty: 5022.074219
	Iteration 30Q: 3 clusters Score -3016872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3016871.250000 Penalty: 5022.074219
	Iteration 31Q: 3 clusters Score -3016871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3016871.750000 Penalty: 5022.074219
	Iteration 32Q: 3 clusters Score -3016872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3016874.500000 Penalty: 5022.074219
	Iteration 33Q: 3 clusters Score -3016874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3016874.000000 Penalty: 5022.074219
	Iteration 34Q: 3 clusters Score -3016874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3016873.750000 Penalty: 5022.074219
	Iteration 35Q: 3 clusters Score -3016874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3016875.000000 Penalty: 5022.074219
	Iteration 36Q: 3 clusters Score -3016875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3016875.000000 Penalty: 5022.074219
	Iteration 37Q: 3 clusters Score -3016875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3016873.750000 Penalty: 5022.074219
	Iteration 38Q: 3 clusters Score -3016874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3016875.750000 Penalty: 5022.074219
	Iteration 39Q: 3 clusters Score -3016876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3016877.500000 Penalty: 5022.074219
	Iteration 40F: 3 clusters Score -3016878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3016875.500000 Penalty: 5022.074219
	Iteration 41Q: 3 clusters Score -3016876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3016875.750000 Penalty: 5022.074219
	Iteration 42Q: 3 clusters Score -3016876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3016875.750000 Penalty: 5022.074219
	Iteration 43F: 3 clusters Score -3016876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Entering Unmasked Estep 
Score: -4454432.000000 Penalty: 2605.426758
	Iteration 0F: 2 clusters Score -4454432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -4429498.500000 Penalty: 5210.853516
	Iteration 0F: 3 clusters Score -4429498 nChanged 16678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -4438955.000000 Penalty: 5210.853516
	Iteration 1F: 3 clusters Score -4438955 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -4439639.500000 Penalty: 5210.853516
	Iteration 2Q: 3 clusters Score -4439640 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -4440293.000000 Penalty: 5210.853516
	Iteration 3Q: 3 clusters Score -4440293 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -4441001.500000 Penalty: 5210.853516
	Iteration 4Q: 3 clusters Score -4441002 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -4441890.500000 Penalty: 5210.853516
	Iteration 5F: 3 clusters Score -4441890 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -4443086.000000 Penalty: 5210.853516
	Iteration 6F: 3 clusters Score -4443086 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -4444688.500000 Penalty: 5210.853516
	Iteration 7F: 3 clusters Score -4444688 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -4446322.000000 Penalty: 5210.853516
	Iteration 8F: 3 clusters Score -4446322 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -4447846.500000 Penalty: 5210.853516
	Iteration 9F: 3 clusters Score -4447846 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -4448994.000000 Penalty: 5210.853516
	Iteration 10Q: 3 clusters Score -4448994 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -4449794.500000 Penalty: 5210.853516
	Iteration 11Q: 3 clusters Score -4449794 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -4450323.500000 Penalty: 5210.853516
	Iteration 12Q: 3 clusters Score -4450324 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -4450743.000000 Penalty: 5210.853516
	Iteration 13Q: 3 clusters Score -4450743 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -4451026.000000 Penalty: 5210.853516
	Iteration 14Q: 3 clusters Score -4451026 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4451231.500000 Penalty: 5210.853516
	Iteration 15Q: 3 clusters Score -4451232 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4451415.000000 Penalty: 5210.853516
	Iteration 16Q: 3 clusters Score -4451415 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4451568.500000 Penalty: 5210.853516
	Iteration 17Q: 3 clusters Score -4451568 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4451692.500000 Penalty: 5210.853516
	Iteration 18Q: 3 clusters Score -4451692 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4451828.000000 Penalty: 5210.853516
	Iteration 19Q: 3 clusters Score -4451828 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4451919.000000 Penalty: 5210.853516
	Iteration 20F: 3 clusters Score -4451919 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4451977.000000 Penalty: 5210.853516
	Iteration 21Q: 3 clusters Score -4451977 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4452033.500000 Penalty: 5210.853516
	Iteration 22Q: 3 clusters Score -4452034 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4452073.000000 Penalty: 5210.853516
	Iteration 23Q: 3 clusters Score -4452073 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4452108.500000 Penalty: 5210.853516
	Iteration 24Q: 3 clusters Score -4452108 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4452144.000000 Penalty: 5210.853516
	Iteration 25Q: 3 clusters Score -4452144 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4452168.000000 Penalty: 5210.853516
	Iteration 26Q: 3 clusters Score -4452168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4452185.500000 Penalty: 5210.853516
	Iteration 27Q: 3 clusters Score -4452186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4452202.000000 Penalty: 5210.853516
	Iteration 28Q: 3 clusters Score -4452202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4452220.500000 Penalty: 5210.853516
	Iteration 29Q: 3 clusters Score -4452220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4452235.500000 Penalty: 5210.853516
	Iteration 30Q: 3 clusters Score -4452236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4452239.500000 Penalty: 5210.853516
	Iteration 31Q: 3 clusters Score -4452240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4452257.000000 Penalty: 5210.853516
	Iteration 32Q: 3 clusters Score -4452257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4452266.500000 Penalty: 5210.853516
	Iteration 33Q: 3 clusters Score -4452266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4452270.000000 Penalty: 5210.853516
	Iteration 34Q: 3 clusters Score -4452270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4452273.500000 Penalty: 5210.853516
	Iteration 35Q: 3 clusters Score -4452274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4452287.500000 Penalty: 5210.853516
	Iteration 36Q: 3 clusters Score -4452288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4452292.500000 Penalty: 5210.853516
	Iteration 37Q: 3 clusters Score -4452292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4452288.500000 Penalty: 5210.853516
	Iteration 38Q: 3 clusters Score -4452288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4452290.500000 Penalty: 5210.853516
	Iteration 39Q: 3 clusters Score -4452290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4452292.000000 Penalty: 5210.853516
	Iteration 40F: 3 clusters Score -4452292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4452296.000000 Penalty: 5210.853516
	Iteration 41Q: 3 clusters Score -4452296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4452303.000000 Penalty: 5210.853516
	Iteration 42Q: 3 clusters Score -4452303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4452306.500000 Penalty: 5210.853516
	Iteration 43Q: 3 clusters Score -4452306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4452304.500000 Penalty: 5210.853516
	Iteration 44Q: 3 clusters Score -4452304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4452309.000000 Penalty: 5210.853516
	Iteration 45Q: 3 clusters Score -4452309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4452308.000000 Penalty: 5210.853516
	Iteration 46Q: 3 clusters Score -4452308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4452306.500000 Penalty: 5210.853516
	Iteration 47Q: 3 clusters Score -4452306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4452312.500000 Penalty: 5210.853516
	Iteration 48Q: 3 clusters Score -4452312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4452315.500000 Penalty: 5210.853516
	Iteration 49Q: 3 clusters Score -4452316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4452319.000000 Penalty: 5210.853516
	Iteration 50Q: 3 clusters Score -4452319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4452316.500000 Penalty: 5210.853516
	Iteration 51Q: 3 clusters Score -4452316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4452317.500000 Penalty: 5210.853516
	Iteration 52Q: 3 clusters Score -4452318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4452319.500000 Penalty: 5210.853516
	Iteration 53Q: 3 clusters Score -4452320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4452324.000000 Penalty: 5210.853516
	Iteration 54Q: 3 clusters Score -4452324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4452324.000000 Penalty: 5210.853516
	Iteration 55F: 3 clusters Score -4452324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Entering Unmasked Estep 
Score: -1699870.375000 Penalty: 2373.058350
	Iteration 0F: 2 clusters Score -1699870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1689419.875000 Penalty: 4746.116699
	Iteration 0F: 3 clusters Score -1689420 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1692772.750000 Penalty: 4746.116699
	Iteration 1F: 3 clusters Score -1692773 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1693154.125000 Penalty: 4746.116699
	Iteration 2F: 3 clusters Score -1693154 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1693523.750000 Penalty: 4746.116699
	Iteration 3F: 3 clusters Score -1693524 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1693878.750000 Penalty: 4746.116699
	Iteration 4Q: 3 clusters Score -1693879 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1694244.500000 Penalty: 4746.116699
	Iteration 5Q: 3 clusters Score -1694244 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1694647.750000 Penalty: 4746.116699
	Iteration 6Q: 3 clusters Score -1694648 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1695107.250000 Penalty: 4746.116699
	Iteration 7Q: 3 clusters Score -1695107 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1695603.250000 Penalty: 4746.116699
	Iteration 8Q: 3 clusters Score -1695603 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1696060.125000 Penalty: 4746.116699
	Iteration 9Q: 3 clusters Score -1696060 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1696462.625000 Penalty: 4746.116699
	Iteration 10Q: 3 clusters Score -1696463 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1696789.500000 Penalty: 4746.116699
	Iteration 11Q: 3 clusters Score -1696790 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1697057.625000 Penalty: 4746.116699
	Iteration 12Q: 3 clusters Score -1697058 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1697291.000000 Penalty: 4746.116699
	Iteration 13Q: 3 clusters Score -1697291 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1697479.625000 Penalty: 4746.116699
	Iteration 14Q: 3 clusters Score -1697480 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1697648.250000 Penalty: 4746.116699
	Iteration 15Q: 3 clusters Score -1697648 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1697798.375000 Penalty: 4746.116699
	Iteration 16Q: 3 clusters Score -1697798 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1697940.125000 Penalty: 4746.116699
	Iteration 17Q: 3 clusters Score -1697940 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1698051.000000 Penalty: 4746.116699
	Iteration 18Q: 3 clusters Score -1698051 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1698134.375000 Penalty: 4746.116699
	Iteration 19Q: 3 clusters Score -1698134 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1698220.000000 Penalty: 4746.116699
	Iteration 20F: 3 clusters Score -1698220 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1698279.875000 Penalty: 4746.116699
	Iteration 21Q: 3 clusters Score -1698280 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1698326.500000 Penalty: 4746.116699
	Iteration 22Q: 3 clusters Score -1698326 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1698362.375000 Penalty: 4746.116699
	Iteration 23Q: 3 clusters Score -1698362 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1698393.750000 Penalty: 4746.116699
	Iteration 24Q: 3 clusters Score -1698394 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1698409.125000 Penalty: 4746.116699
	Iteration 25Q: 3 clusters Score -1698409 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1698436.375000 Penalty: 4746.116699
	Iteration 26Q: 3 clusters Score -1698436 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1698452.000000 Penalty: 4746.116699
	Iteration 27Q: 3 clusters Score -1698452 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1698464.875000 Penalty: 4746.116699
	Iteration 28Q: 3 clusters Score -1698465 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1698462.750000 Penalty: 4746.116699
	Iteration 29Q: 3 clusters Score -1698463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1698467.625000 Penalty: 4746.116699
	Iteration 30Q: 3 clusters Score -1698468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1698473.750000 Penalty: 4746.116699
	Iteration 31Q: 3 clusters Score -1698474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1698473.000000 Penalty: 4746.116699
	Iteration 32Q: 3 clusters Score -1698473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1698477.250000 Penalty: 4746.116699
	Iteration 33Q: 3 clusters Score -1698477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1698477.875000 Penalty: 4746.116699
	Iteration 34Q: 3 clusters Score -1698478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1698475.750000 Penalty: 4746.116699
	Iteration 35Q: 3 clusters Score -1698476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1698477.125000 Penalty: 4746.116699
	Iteration 36Q: 3 clusters Score -1698477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1698483.125000 Penalty: 4746.116699
	Iteration 37Q: 3 clusters Score -1698483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1698480.750000 Penalty: 4746.116699
	Iteration 38Q: 3 clusters Score -1698481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1698481.000000 Penalty: 4746.116699
	Iteration 39Q: 3 clusters Score -1698481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1698481.000000 Penalty: 4746.116699
	Iteration 40F: 3 clusters Score -1698481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1698482.625000 Penalty: 4746.116699
	Iteration 41Q: 3 clusters Score -1698483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1698492.625000 Penalty: 4746.116699
	Iteration 42Q: 3 clusters Score -1698493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1698494.125000 Penalty: 4746.116699
	Iteration 43Q: 3 clusters Score -1698494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1698492.375000 Penalty: 4746.116699
	Iteration 44Q: 3 clusters Score -1698492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1698491.375000 Penalty: 4746.116699
	Iteration 45Q: 3 clusters Score -1698491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1698490.500000 Penalty: 4746.116699
	Iteration 46Q: 3 clusters Score -1698490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1698494.875000 Penalty: 4746.116699
	Iteration 47Q: 3 clusters Score -1698495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1698494.000000 Penalty: 4746.116699
	Iteration 48Q: 3 clusters Score -1698494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1698491.750000 Penalty: 4746.116699
	Iteration 49Q: 3 clusters Score -1698492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1698494.250000 Penalty: 4746.116699
	Iteration 50Q: 3 clusters Score -1698494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1698497.500000 Penalty: 4746.116699
	Iteration 51Q: 3 clusters Score -1698498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1698496.375000 Penalty: 4746.116699
	Iteration 52Q: 3 clusters Score -1698496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1698498.500000 Penalty: 4746.116699
	Iteration 53Q: 3 clusters Score -1698498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1698495.250000 Penalty: 4746.116699
	Iteration 54Q: 3 clusters Score -1698495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1698496.875000 Penalty: 4746.116699
	Iteration 55Q: 3 clusters Score -1698497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1698498.500000 Penalty: 4746.116699
	Iteration 56Q: 3 clusters Score -1698498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1698498.625000 Penalty: 4746.116699
	Iteration 57Q: 3 clusters Score -1698499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1698499.625000 Penalty: 4746.116699
	Iteration 58Q: 3 clusters Score -1698500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1698498.250000 Penalty: 4746.116699
	Iteration 59Q: 3 clusters Score -1698498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1698501.250000 Penalty: 4746.116699
	Iteration 60F: 3 clusters Score -1698501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1698501.875000 Penalty: 4746.116699
	Iteration 61Q: 3 clusters Score -1698502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1698499.625000 Penalty: 4746.116699
	Iteration 62Q: 3 clusters Score -1698500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1698500.500000 Penalty: 4746.116699
	Iteration 63Q: 3 clusters Score -1698500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1698502.375000 Penalty: 4746.116699
	Iteration 64Q: 3 clusters Score -1698502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1698500.500000 Penalty: 4746.116699
	Iteration 65Q: 3 clusters Score -1698500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1698503.500000 Penalty: 4746.116699
	Iteration 66Q: 3 clusters Score -1698504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1698502.875000 Penalty: 4746.116699
	Iteration 67Q: 3 clusters Score -1698503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1698503.000000 Penalty: 4746.116699
	Iteration 68Q: 3 clusters Score -1698503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1698502.000000 Penalty: 4746.116699
	Iteration 69Q: 3 clusters Score -1698502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1698502.000000 Penalty: 4746.116699
	Iteration 70F: 3 clusters Score -1698502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -382198.968750 Penalty: 2052.356445
	Iteration 0F: 2 clusters Score -382199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -378399.937500 Penalty: 4104.712891
	Iteration 0F: 3 clusters Score -378399.9 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -379471.968750 Penalty: 4104.712891
	Iteration 1F: 3 clusters Score -379472 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -379814.593750 Penalty: 4104.712891
	Iteration 2F: 3 clusters Score -379814.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -380072.156250 Penalty: 4104.712891
	Iteration 3F: 3 clusters Score -380072.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -380235.500000 Penalty: 4104.712891
	Iteration 4F: 3 clusters Score -380235.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -380349.250000 Penalty: 4104.712891
	Iteration 5Q: 3 clusters Score -380349.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -380435.375000 Penalty: 4104.712891
	Iteration 6Q: 3 clusters Score -380435.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -380508.218750 Penalty: 4104.712891
	Iteration 7Q: 3 clusters Score -380508.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -380555.250000 Penalty: 4104.712891
	Iteration 8Q: 3 clusters Score -380555.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -380593.656250 Penalty: 4104.712891
	Iteration 9Q: 3 clusters Score -380593.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -380630.281250 Penalty: 4104.712891
	Iteration 10Q: 3 clusters Score -380630.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -380658.781250 Penalty: 4104.712891
	Iteration 11Q: 3 clusters Score -380658.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -380696.218750 Penalty: 4104.712891
	Iteration 12Q: 3 clusters Score -380696.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -380738.750000 Penalty: 4104.712891
	Iteration 13Q: 3 clusters Score -380738.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -380792.437500 Penalty: 4104.712891
	Iteration 14Q: 3 clusters Score -380792.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -380839.875000 Penalty: 4104.712891
	Iteration 15Q: 3 clusters Score -380839.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -380887.375000 Penalty: 4104.712891
	Iteration 16Q: 3 clusters Score -380887.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -380928.375000 Penalty: 4104.712891
	Iteration 17Q: 3 clusters Score -380928.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -380970.812500 Penalty: 4104.712891
	Iteration 18Q: 3 clusters Score -380970.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -381009.875000 Penalty: 4104.712891
	Iteration 19Q: 3 clusters Score -381009.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -381040.531250 Penalty: 4104.712891
	Iteration 20F: 3 clusters Score -381040.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -381062.562500 Penalty: 4104.712891
	Iteration 21Q: 3 clusters Score -381062.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -381079.968750 Penalty: 4104.712891
	Iteration 22Q: 3 clusters Score -381080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -381105.625000 Penalty: 4104.712891
	Iteration 23Q: 3 clusters Score -381105.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -381129.500000 Penalty: 4104.712891
	Iteration 24Q: 3 clusters Score -381129.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -381142.093750 Penalty: 4104.712891
	Iteration 25Q: 3 clusters Score -381142.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -381151.156250 Penalty: 4104.712891
	Iteration 26Q: 3 clusters Score -381151.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -381158.687500 Penalty: 4104.712891
	Iteration 27Q: 3 clusters Score -381158.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -381167.500000 Penalty: 4104.712891
	Iteration 28Q: 3 clusters Score -381167.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -381175.875000 Penalty: 4104.712891
	Iteration 29Q: 3 clusters Score -381175.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -381182.062500 Penalty: 4104.712891
	Iteration 30Q: 3 clusters Score -381182.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -381189.031250 Penalty: 4104.712891
	Iteration 31Q: 3 clusters Score -381189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -381193.968750 Penalty: 4104.712891
	Iteration 32Q: 3 clusters Score -381194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -381196.812500 Penalty: 4104.712891
	Iteration 33Q: 3 clusters Score -381196.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -381198.625000 Penalty: 4104.712891
	Iteration 34Q: 3 clusters Score -381198.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -381199.437500 Penalty: 4104.712891
	Iteration 35Q: 3 clusters Score -381199.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -381199.562500 Penalty: 4104.712891
	Iteration 36Q: 3 clusters Score -381199.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -381199.718750 Penalty: 4104.712891
	Iteration 37Q: 3 clusters Score -381199.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -381200.281250 Penalty: 4104.712891
	Iteration 38Q: 3 clusters Score -381200.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -381200.625000 Penalty: 4104.712891
	Iteration 39Q: 3 clusters Score -381200.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -381200.625000 Penalty: 4104.712891
	Iteration 40F: 3 clusters Score -381200.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (79859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79859 members 
Entering Unmasked Estep 
Score: -9662599.000000 Penalty: 2799.428467
	Iteration 0F: 2 clusters Score -9662599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -9609022.000000 Penalty: 5598.856934
	Iteration 0F: 3 clusters Score -9609022 nChanged 37548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -9630521.000000 Penalty: 5598.856934
	Iteration 1F: 3 clusters Score -9630521 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -9631172.000000 Penalty: 5598.856934
	Iteration 2Q: 3 clusters Score -9631172 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -9631896.000000 Penalty: 5598.856934
	Iteration 3Q: 3 clusters Score -9631896 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -9632873.000000 Penalty: 5598.856934
	Iteration 4Q: 3 clusters Score -9632873 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -9634250.000000 Penalty: 5598.856934
	Iteration 5Q: 3 clusters Score -9634250 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -9636535.000000 Penalty: 5598.856934
	Iteration 6F: 3 clusters Score -9636535 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 56645 members 
Entering Unmasked Estep 
Score: -9639853.000000 Penalty: 5598.856934
	Iteration 7F: 3 clusters Score -9639853 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 62220 members 
Entering Unmasked Estep 
Score: -9643936.000000 Penalty: 5598.856934
	Iteration 8F: 3 clusters Score -9643936 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 67760 members 
Entering Unmasked Estep 
Score: -9648466.000000 Penalty: 5598.856934
	Iteration 9F: 3 clusters Score -9648466 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 72372 members 
Entering Unmasked Estep 
Score: -9652476.000000 Penalty: 5598.856934
	Iteration 10F: 3 clusters Score -9652476 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 75923 members 
Entering Unmasked Estep 
Score: -9656017.000000 Penalty: 5598.856934
	Iteration 11Q: 3 clusters Score -9656017 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -9658573.000000 Penalty: 5598.856934
	Iteration 12Q: 3 clusters Score -9658573 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 79252 members 
Entering Unmasked Estep 
Score: -9659553.000000 Penalty: 5598.856934
	Iteration 13Q: 3 clusters Score -9659553 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 79523 members 
Entering Unmasked Estep 
Score: -9659865.000000 Penalty: 5598.856934
	Iteration 14Q: 3 clusters Score -9659865 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 79610 members 
Entering Unmasked Estep 
Score: -9660010.000000 Penalty: 5598.856934
	Iteration 15Q: 3 clusters Score -9660010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 79646 members 
Entering Unmasked Estep 
Score: -9660061.000000 Penalty: 5598.856934
	Iteration 16Q: 3 clusters Score -9660061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 79655 members 
Entering Unmasked Estep 
Score: -9660090.000000 Penalty: 5598.856934
	Iteration 17Q: 3 clusters Score -9660090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 79661 members 
Entering Unmasked Estep 
Score: -9660113.000000 Penalty: 5598.856934
	Iteration 18Q: 3 clusters Score -9660113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 79660 members 
Entering Unmasked Estep 
Score: -9660113.000000 Penalty: 5598.856934
	Iteration 19Q: 3 clusters Score -9660113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 79663 members 
Entering Unmasked Estep 
Score: -9660120.000000 Penalty: 5598.856934
	Iteration 20F: 3 clusters Score -9660120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 79664 members 
Entering Unmasked Estep 
Score: -9660130.000000 Penalty: 5598.856934
	Iteration 21Q: 3 clusters Score -9660130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 79664 members 
Entering Unmasked Estep 
Score: -9660127.000000 Penalty: 5598.856934
	Iteration 22Q: 3 clusters Score -9660127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 79664 members 
Entering Unmasked Estep 
Score: -9660127.000000 Penalty: 5598.856934
	Iteration 23F: 3 clusters Score -9660127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -193757.703125 Penalty: 1844.864990
	Iteration 0F: 2 clusters Score -193757.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -191305.234375 Penalty: 3689.729980
	Iteration 0F: 3 clusters Score -191305.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -191703.078125 Penalty: 3689.729980
	Iteration 1F: 3 clusters Score -191703.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -191877.437500 Penalty: 3689.729980
	Iteration 2F: 3 clusters Score -191877.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -191989.640625 Penalty: 3689.729980
	Iteration 3Q: 3 clusters Score -191989.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -192113.078125 Penalty: 3689.729980
	Iteration 4Q: 3 clusters Score -192113.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -192236.968750 Penalty: 3689.729980
	Iteration 5Q: 3 clusters Score -192237 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -192415.000000 Penalty: 3689.729980
	Iteration 6Q: 3 clusters Score -192415 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -192584.015625 Penalty: 3689.729980
	Iteration 7F: 3 clusters Score -192584 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -192719.953125 Penalty: 3689.729980
	Iteration 8Q: 3 clusters Score -192720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -192810.312500 Penalty: 3689.729980
	Iteration 9Q: 3 clusters Score -192810.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -192895.578125 Penalty: 3689.729980
	Iteration 10Q: 3 clusters Score -192895.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -192985.359375 Penalty: 3689.729980
	Iteration 11Q: 3 clusters Score -192985.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -193034.390625 Penalty: 3689.729980
	Iteration 12Q: 3 clusters Score -193034.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -193056.312500 Penalty: 3689.729980
	Iteration 13Q: 3 clusters Score -193056.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -193076.750000 Penalty: 3689.729980
	Iteration 14Q: 3 clusters Score -193076.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -193091.296875 Penalty: 3689.729980
	Iteration 15Q: 3 clusters Score -193091.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -193093.968750 Penalty: 3689.729980
	Iteration 16Q: 3 clusters Score -193094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -193094.656250 Penalty: 3689.729980
	Iteration 17Q: 3 clusters Score -193094.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -193095.734375 Penalty: 3689.729980
	Iteration 18Q: 3 clusters Score -193095.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -193097.500000 Penalty: 3689.729980
	Iteration 19Q: 3 clusters Score -193097.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -193098.968750 Penalty: 3689.729980
	Iteration 20F: 3 clusters Score -193099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -193100.281250 Penalty: 3689.729980
	Iteration 21Q: 3 clusters Score -193100.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -193100.281250 Penalty: 3689.729980
	Iteration 22F: 3 clusters Score -193100.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Entering Unmasked Estep 
Score: -305554.062500 Penalty: 1960.000244
	Iteration 0F: 2 clusters Score -305554.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -302497.781250 Penalty: 3920.000488
	Iteration 0F: 3 clusters Score -302497.8 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -303067.906250 Penalty: 3920.000488
	Iteration 1F: 3 clusters Score -303067.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -303189.656250 Penalty: 3920.000488
	Iteration 2F: 3 clusters Score -303189.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -303284.250000 Penalty: 3920.000488
	Iteration 3Q: 3 clusters Score -303284.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -303357.281250 Penalty: 3920.000488
	Iteration 4Q: 3 clusters Score -303357.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -303420.937500 Penalty: 3920.000488
	Iteration 5Q: 3 clusters Score -303420.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -303470.000000 Penalty: 3920.000488
	Iteration 6Q: 3 clusters Score -303470 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -303498.437500 Penalty: 3920.000488
	Iteration 7Q: 3 clusters Score -303498.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -303532.250000 Penalty: 3920.000488
	Iteration 8Q: 3 clusters Score -303532.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -303570.250000 Penalty: 3920.000488
	Iteration 9Q: 3 clusters Score -303570.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -303608.968750 Penalty: 3920.000488
	Iteration 10Q: 3 clusters Score -303609 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -303640.937500 Penalty: 3920.000488
	Iteration 11Q: 3 clusters Score -303640.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -303658.656250 Penalty: 3920.000488
	Iteration 12Q: 3 clusters Score -303658.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -303672.281250 Penalty: 3920.000488
	Iteration 13Q: 3 clusters Score -303672.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -303688.812500 Penalty: 3920.000488
	Iteration 14Q: 3 clusters Score -303688.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -303697.875000 Penalty: 3920.000488
	Iteration 15Q: 3 clusters Score -303697.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -303705.906250 Penalty: 3920.000488
	Iteration 16Q: 3 clusters Score -303705.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -303713.343750 Penalty: 3920.000488
	Iteration 17Q: 3 clusters Score -303713.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -303726.312500 Penalty: 3920.000488
	Iteration 18Q: 3 clusters Score -303726.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -303739.531250 Penalty: 3920.000488
	Iteration 19Q: 3 clusters Score -303739.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -303746.968750 Penalty: 3920.000488
	Iteration 20F: 3 clusters Score -303747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -303752.062500 Penalty: 3920.000488
	Iteration 21Q: 3 clusters Score -303752.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -303756.093750 Penalty: 3920.000488
	Iteration 22Q: 3 clusters Score -303756.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -303759.562500 Penalty: 3920.000488
	Iteration 23Q: 3 clusters Score -303759.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -303761.781250 Penalty: 3920.000488
	Iteration 24Q: 3 clusters Score -303761.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -303764.468750 Penalty: 3920.000488
	Iteration 25Q: 3 clusters Score -303764.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -303767.343750 Penalty: 3920.000488
	Iteration 26Q: 3 clusters Score -303767.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -303767.968750 Penalty: 3920.000488
	Iteration 27Q: 3 clusters Score -303768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -303771.000000 Penalty: 3920.000488
	Iteration 28Q: 3 clusters Score -303771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -303775.156250 Penalty: 3920.000488
	Iteration 29Q: 3 clusters Score -303775.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -303779.562500 Penalty: 3920.000488
	Iteration 30Q: 3 clusters Score -303779.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -303783.000000 Penalty: 3920.000488
	Iteration 31Q: 3 clusters Score -303783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -303786.500000 Penalty: 3920.000488
	Iteration 32Q: 3 clusters Score -303786.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -303789.125000 Penalty: 3920.000488
	Iteration 33Q: 3 clusters Score -303789.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -303793.031250 Penalty: 3920.000488
	Iteration 34Q: 3 clusters Score -303793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -303794.875000 Penalty: 3920.000488
	Iteration 35Q: 3 clusters Score -303794.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -303797.468750 Penalty: 3920.000488
	Iteration 36Q: 3 clusters Score -303797.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -303802.343750 Penalty: 3920.000488
	Iteration 37Q: 3 clusters Score -303802.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -303805.343750 Penalty: 3920.000488
	Iteration 38Q: 3 clusters Score -303805.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -303808.906250 Penalty: 3920.000488
	Iteration 39Q: 3 clusters Score -303808.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -303811.656250 Penalty: 3920.000488
	Iteration 40F: 3 clusters Score -303811.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -303813.281250 Penalty: 3920.000488
	Iteration 41Q: 3 clusters Score -303813.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -303814.187500 Penalty: 3920.000488
	Iteration 42Q: 3 clusters Score -303814.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -303814.812500 Penalty: 3920.000488
	Iteration 43Q: 3 clusters Score -303814.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -303815.218750 Penalty: 3920.000488
	Iteration 44Q: 3 clusters Score -303815.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -303815.218750 Penalty: 3920.000488
	Iteration 45F: 3 clusters Score -303815.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 100553 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53344 members 
Mstep: Class 7 contains 15651 members 
Mstep: Class 8 contains 4094 members 
Mstep: Class 9 contains 81579 members 
Mstep: Class 10 contains 15983 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25646 members 
Mstep: Class 13 contains 17736 members 
Mstep: Class 14 contains 290036 members 
Mstep: Class 15 contains 2694 members 
Mstep: Class 16 contains 8812 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 13004 members 
Mstep: Class 19 contains 275242 members 
Mstep: Class 20 contains 169966 members 
Mstep: Class 21 contains 24963 members 
Mstep: Class 22 contains 36525 members 
Mstep: Class 23 contains 14311 members 
Mstep: Class 24 contains 3927 members 
Mstep: Class 25 contains 79859 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615968.000000 Penalty: 94130.875000
Iteration 199Q: 28 clusters Score -1.54616e+08 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2055 members 
Mstep: Class 4 contains 100530 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53362 members 
Mstep: Class 7 contains 15648 members 
Mstep: Class 8 contains 4094 members 
Mstep: Class 9 contains 81566 members 
Mstep: Class 10 contains 15969 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25646 members 
Mstep: Class 13 contains 17729 members 
Mstep: Class 14 contains 290127 members 
Mstep: Class 15 contains 2694 members 
Mstep: Class 16 contains 8810 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 13004 members 
Mstep: Class 19 contains 275115 members 
Mstep: Class 20 contains 170080 members 
Mstep: Class 21 contains 24963 members 
Mstep: Class 22 contains 36531 members 
Mstep: Class 23 contains 14321 members 
Mstep: Class 24 contains 3927 members 
Mstep: Class 25 contains 79833 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616096.000000 Penalty: 94130.875000
Iteration 200F: 28 clusters Score -1.546161e+08 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2055 members 
Mstep: Class 4 contains 100494 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53380 members 
Mstep: Class 7 contains 15651 members 
Mstep: Class 8 contains 4091 members 
Mstep: Class 9 contains 81553 members 
Mstep: Class 10 contains 15956 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25647 members 
Mstep: Class 13 contains 17718 members 
Mstep: Class 14 contains 290209 members 
Mstep: Class 15 contains 2694 members 
Mstep: Class 16 contains 8810 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 13009 members 
Mstep: Class 19 contains 274980 members 
Mstep: Class 20 contains 170210 members 
Mstep: Class 21 contains 24965 members 
Mstep: Class 22 contains 36537 members 
Mstep: Class 23 contains 14324 members 
Mstep: Class 24 contains 3927 members 
Mstep: Class 25 contains 79806 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616560.000000 Penalty: 94130.875000
Iteration 201Q: 28 clusters Score -1.546166e+08 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2056 members 
Mstep: Class 4 contains 100470 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53403 members 
Mstep: Class 7 contains 15653 members 
Mstep: Class 8 contains 4092 members 
Mstep: Class 9 contains 81534 members 
Mstep: Class 10 contains 15949 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25644 members 
Mstep: Class 13 contains 17708 members 
Mstep: Class 14 contains 290328 members 
Mstep: Class 15 contains 2694 members 
Mstep: Class 16 contains 8808 members 
Mstep: Class 17 contains 6326 members 
Mstep: Class 18 contains 13005 members 
Mstep: Class 19 contains 274824 members 
Mstep: Class 20 contains 170327 members 
Mstep: Class 21 contains 24967 members 
Mstep: Class 22 contains 36533 members 
Mstep: Class 23 contains 14324 members 
Mstep: Class 24 contains 3927 members 
Mstep: Class 25 contains 79788 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616384.000000 Penalty: 94130.875000
Iteration 202Q: 28 clusters Score -1.546164e+08 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2055 members 
Mstep: Class 4 contains 100437 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53415 members 
Mstep: Class 7 contains 15657 members 
Mstep: Class 8 contains 4092 members 
Mstep: Class 9 contains 81544 members 
Mstep: Class 10 contains 15941 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25646 members 
Mstep: Class 13 contains 17709 members 
Mstep: Class 14 contains 290473 members 
Mstep: Class 15 contains 2695 members 
Mstep: Class 16 contains 8808 members 
Mstep: Class 17 contains 6326 members 
Mstep: Class 18 contains 13009 members 
Mstep: Class 19 contains 274630 members 
Mstep: Class 20 contains 170438 members 
Mstep: Class 21 contains 24964 members 
Mstep: Class 22 contains 36535 members 
Mstep: Class 23 contains 14322 members 
Mstep: Class 24 contains 3926 members 
Mstep: Class 25 contains 79777 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616576.000000 Penalty: 94130.875000
Iteration 203Q: 28 clusters Score -1.546166e+08 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2057 members 
Mstep: Class 4 contains 100382 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53413 members 
Mstep: Class 7 contains 15659 members 
Mstep: Class 8 contains 4095 members 
Mstep: Class 9 contains 81535 members 
Mstep: Class 10 contains 15936 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25646 members 
Mstep: Class 13 contains 17712 members 
Mstep: Class 14 contains 290633 members 
Mstep: Class 15 contains 2696 members 
Mstep: Class 16 contains 8808 members 
Mstep: Class 17 contains 6326 members 
Mstep: Class 18 contains 13003 members 
Mstep: Class 19 contains 274471 members 
Mstep: Class 20 contains 170558 members 
Mstep: Class 21 contains 24963 members 
Mstep: Class 22 contains 36536 members 
Mstep: Class 23 contains 14327 members 
Mstep: Class 24 contains 3924 members 
Mstep: Class 25 contains 79761 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616656.000000 Penalty: 94130.875000
Iteration 204Q: 28 clusters Score -1.546167e+08 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 100344 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53420 members 
Mstep: Class 7 contains 15660 members 
Mstep: Class 8 contains 4099 members 
Mstep: Class 9 contains 81501 members 
Mstep: Class 10 contains 15929 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25645 members 
Mstep: Class 13 contains 17700 members 
Mstep: Class 14 contains 290754 members 
Mstep: Class 15 contains 2696 members 
Mstep: Class 16 contains 8807 members 
Mstep: Class 17 contains 6326 members 
Mstep: Class 18 contains 13010 members 
Mstep: Class 19 contains 274421 members 
Mstep: Class 20 contains 170611 members 
Mstep: Class 21 contains 24968 members 
Mstep: Class 22 contains 36538 members 
Mstep: Class 23 contains 14331 members 
Mstep: Class 24 contains 3924 members 
Mstep: Class 25 contains 79750 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616784.000000 Penalty: 94130.875000
Iteration 205Q: 28 clusters Score -1.546168e+08 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2057 members 
Mstep: Class 4 contains 100310 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53431 members 
Mstep: Class 7 contains 15665 members 
Mstep: Class 8 contains 4102 members 
Mstep: Class 9 contains 81458 members 
Mstep: Class 10 contains 15917 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25647 members 
Mstep: Class 13 contains 17687 members 
Mstep: Class 14 contains 290899 members 
Mstep: Class 15 contains 2696 members 
Mstep: Class 16 contains 8802 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 13015 members 
Mstep: Class 19 contains 274281 members 
Mstep: Class 20 contains 170731 members 
Mstep: Class 21 contains 24967 members 
Mstep: Class 22 contains 36538 members 
Mstep: Class 23 contains 14339 members 
Mstep: Class 24 contains 3924 members 
Mstep: Class 25 contains 79737 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617056.000000 Penalty: 94130.875000
Iteration 206Q: 28 clusters Score -1.546171e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2057 members 
Mstep: Class 4 contains 100264 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53436 members 
Mstep: Class 7 contains 15663 members 
Mstep: Class 8 contains 4101 members 
Mstep: Class 9 contains 81417 members 
Mstep: Class 10 contains 15903 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25645 members 
Mstep: Class 13 contains 17671 members 
Mstep: Class 14 contains 291026 members 
Mstep: Class 15 contains 2696 members 
Mstep: Class 16 contains 8799 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 13019 members 
Mstep: Class 19 contains 274182 members 
Mstep: Class 20 contains 170828 members 
Mstep: Class 21 contains 24966 members 
Mstep: Class 22 contains 36541 members 
Mstep: Class 23 contains 14348 members 
Mstep: Class 24 contains 3924 members 
Mstep: Class 25 contains 79733 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617104.000000 Penalty: 94130.875000
Iteration 207Q: 28 clusters Score -1.546171e+08 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2057 members 
Mstep: Class 4 contains 100203 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53427 members 
Mstep: Class 7 contains 15669 members 
Mstep: Class 8 contains 4097 members 
Mstep: Class 9 contains 81381 members 
Mstep: Class 10 contains 15900 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25641 members 
Mstep: Class 13 contains 17650 members 
Mstep: Class 14 contains 291169 members 
Mstep: Class 15 contains 2696 members 
Mstep: Class 16 contains 8797 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13011 members 
Mstep: Class 19 contains 274104 members 
Mstep: Class 20 contains 170927 members 
Mstep: Class 21 contains 24964 members 
Mstep: Class 22 contains 36544 members 
Mstep: Class 23 contains 14359 members 
Mstep: Class 24 contains 3924 members 
Mstep: Class 25 contains 79732 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617216.000000 Penalty: 94130.875000
Iteration 208Q: 28 clusters Score -1.546172e+08 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2057 members 
Mstep: Class 4 contains 100133 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53429 members 
Mstep: Class 7 contains 15669 members 
Mstep: Class 8 contains 4097 members 
Mstep: Class 9 contains 81324 members 
Mstep: Class 10 contains 15892 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25640 members 
Mstep: Class 13 contains 17633 members 
Mstep: Class 14 contains 291281 members 
Mstep: Class 15 contains 2696 members 
Mstep: Class 16 contains 8796 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13013 members 
Mstep: Class 19 contains 274137 members 
Mstep: Class 20 contains 170986 members 
Mstep: Class 21 contains 24967 members 
Mstep: Class 22 contains 36542 members 
Mstep: Class 23 contains 14362 members 
Mstep: Class 24 contains 3924 members 
Mstep: Class 25 contains 79718 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617328.000000 Penalty: 94130.875000
Iteration 209Q: 28 clusters Score -1.546173e+08 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2056 members 
Mstep: Class 4 contains 100081 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53428 members 
Mstep: Class 7 contains 15665 members 
Mstep: Class 8 contains 4093 members 
Mstep: Class 9 contains 81297 members 
Mstep: Class 10 contains 15883 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25637 members 
Mstep: Class 13 contains 17625 members 
Mstep: Class 14 contains 291362 members 
Mstep: Class 15 contains 2696 members 
Mstep: Class 16 contains 8795 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 13017 members 
Mstep: Class 19 contains 274123 members 
Mstep: Class 20 contains 171060 members 
Mstep: Class 21 contains 24967 members 
Mstep: Class 22 contains 36547 members 
Mstep: Class 23 contains 14371 members 
Mstep: Class 24 contains 3924 members 
Mstep: Class 25 contains 79700 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617024.000000 Penalty: 94130.875000
Iteration 210Q: 28 clusters Score -1.54617e+08 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2055 members 
Mstep: Class 4 contains 100012 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53424 members 
Mstep: Class 7 contains 15666 members 
Mstep: Class 8 contains 4092 members 
Mstep: Class 9 contains 81263 members 
Mstep: Class 10 contains 15874 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25639 members 
Mstep: Class 13 contains 17618 members 
Mstep: Class 14 contains 291381 members 
Mstep: Class 15 contains 2696 members 
Mstep: Class 16 contains 8794 members 
Mstep: Class 17 contains 6334 members 
Mstep: Class 18 contains 13022 members 
Mstep: Class 19 contains 274225 members 
Mstep: Class 20 contains 171134 members 
Mstep: Class 21 contains 24964 members 
Mstep: Class 22 contains 36544 members 
Mstep: Class 23 contains 14377 members 
Mstep: Class 24 contains 3924 members 
Mstep: Class 25 contains 79674 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617008.000000 Penalty: 94130.875000
Iteration 211Q: 28 clusters Score -1.54617e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2055 members 
Mstep: Class 4 contains 99977 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53435 members 
Mstep: Class 7 contains 15659 members 
Mstep: Class 8 contains 4090 members 
Mstep: Class 9 contains 81234 members 
Mstep: Class 10 contains 15863 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25638 members 
Mstep: Class 13 contains 17620 members 
Mstep: Class 14 contains 291325 members 
Mstep: Class 15 contains 2696 members 
Mstep: Class 16 contains 8794 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 13028 members 
Mstep: Class 19 contains 274302 members 
Mstep: Class 20 contains 171253 members 
Mstep: Class 21 contains 24963 members 
Mstep: Class 22 contains 36544 members 
Mstep: Class 23 contains 14379 members 
Mstep: Class 24 contains 3924 members 
Mstep: Class 25 contains 79647 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617056.000000 Penalty: 94130.875000
Iteration 212Q: 28 clusters Score -1.546171e+08 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2054 members 
Mstep: Class 4 contains 99964 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53450 members 
Mstep: Class 7 contains 15655 members 
Mstep: Class 8 contains 4092 members 
Mstep: Class 9 contains 81215 members 
Mstep: Class 10 contains 15864 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25638 members 
Mstep: Class 13 contains 17609 members 
Mstep: Class 14 contains 291271 members 
Mstep: Class 15 contains 2696 members 
Mstep: Class 16 contains 8793 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 13045 members 
Mstep: Class 19 contains 274408 members 
Mstep: Class 20 contains 171301 members 
Mstep: Class 21 contains 24961 members 
Mstep: Class 22 contains 36541 members 
Mstep: Class 23 contains 14383 members 
Mstep: Class 24 contains 3923 members 
Mstep: Class 25 contains 79610 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617344.000000 Penalty: 94130.875000
Iteration 213Q: 28 clusters Score -1.546173e+08 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2054 members 
Mstep: Class 4 contains 99910 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53445 members 
Mstep: Class 7 contains 15662 members 
Mstep: Class 8 contains 4095 members 
Mstep: Class 9 contains 81191 members 
Mstep: Class 10 contains 15855 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25636 members 
Mstep: Class 13 contains 17597 members 
Mstep: Class 14 contains 291248 members 
Mstep: Class 15 contains 2696 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 13056 members 
Mstep: Class 19 contains 274564 members 
Mstep: Class 20 contains 171314 members 
Mstep: Class 21 contains 24962 members 
Mstep: Class 22 contains 36545 members 
Mstep: Class 23 contains 14390 members 
Mstep: Class 24 contains 3923 members 
Mstep: Class 25 contains 79587 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617776.000000 Penalty: 94130.875000
Iteration 214Q: 28 clusters Score -1.546178e+08 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 99856 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53440 members 
Mstep: Class 7 contains 15666 members 
Mstep: Class 8 contains 4098 members 
Mstep: Class 9 contains 81186 members 
Mstep: Class 10 contains 15850 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25633 members 
Mstep: Class 13 contains 17588 members 
Mstep: Class 14 contains 291250 members 
Mstep: Class 15 contains 2697 members 
Mstep: Class 16 contains 8785 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 13055 members 
Mstep: Class 19 contains 274700 members 
Mstep: Class 20 contains 171323 members 
Mstep: Class 21 contains 24961 members 
Mstep: Class 22 contains 36550 members 
Mstep: Class 23 contains 14391 members 
Mstep: Class 24 contains 3923 members 
Mstep: Class 25 contains 79560 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617680.000000 Penalty: 94130.875000
Iteration 215Q: 28 clusters Score -1.546177e+08 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2054 members 
Mstep: Class 4 contains 99803 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53441 members 
Mstep: Class 7 contains 15666 members 
Mstep: Class 8 contains 4102 members 
Mstep: Class 9 contains 81152 members 
Mstep: Class 10 contains 15847 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25636 members 
Mstep: Class 13 contains 17563 members 
Mstep: Class 14 contains 291286 members 
Mstep: Class 15 contains 2698 members 
Mstep: Class 16 contains 8784 members 
Mstep: Class 17 contains 6334 members 
Mstep: Class 18 contains 13055 members 
Mstep: Class 19 contains 274830 members 
Mstep: Class 20 contains 171335 members 
Mstep: Class 21 contains 24960 members 
Mstep: Class 22 contains 36544 members 
Mstep: Class 23 contains 14398 members 
Mstep: Class 24 contains 3922 members 
Mstep: Class 25 contains 79540 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617968.000000 Penalty: 94130.875000
Iteration 216Q: 28 clusters Score -1.54618e+08 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 99772 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53447 members 
Mstep: Class 7 contains 15670 members 
Mstep: Class 8 contains 4101 members 
Mstep: Class 9 contains 81124 members 
Mstep: Class 10 contains 15845 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25633 members 
Mstep: Class 13 contains 17547 members 
Mstep: Class 14 contains 291236 members 
Mstep: Class 15 contains 2698 members 
Mstep: Class 16 contains 8781 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 13065 members 
Mstep: Class 19 contains 274951 members 
Mstep: Class 20 contains 171365 members 
Mstep: Class 21 contains 24964 members 
Mstep: Class 22 contains 36548 members 
Mstep: Class 23 contains 14401 members 
Mstep: Class 24 contains 3922 members 
Mstep: Class 25 contains 79527 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618160.000000 Penalty: 94130.875000
Iteration 217Q: 28 clusters Score -1.546182e+08 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 99743 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53449 members 
Mstep: Class 7 contains 15666 members 
Mstep: Class 8 contains 4103 members 
Mstep: Class 9 contains 81090 members 
Mstep: Class 10 contains 15836 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25631 members 
Mstep: Class 13 contains 17546 members 
Mstep: Class 14 contains 291252 members 
Mstep: Class 15 contains 2698 members 
Mstep: Class 16 contains 8776 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 13077 members 
Mstep: Class 19 contains 275089 members 
Mstep: Class 20 contains 171344 members 
Mstep: Class 21 contains 24966 members 
Mstep: Class 22 contains 36552 members 
Mstep: Class 23 contains 14406 members 
Mstep: Class 24 contains 3922 members 
Mstep: Class 25 contains 79494 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618288.000000 Penalty: 94130.875000
Iteration 218Q: 28 clusters Score -1.546183e+08 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 99722 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53445 members 
Mstep: Class 7 contains 15668 members 
Mstep: Class 8 contains 4102 members 
Mstep: Class 9 contains 81052 members 
Mstep: Class 10 contains 15831 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25628 members 
Mstep: Class 13 contains 17542 members 
Mstep: Class 14 contains 291250 members 
Mstep: Class 15 contains 2699 members 
Mstep: Class 16 contains 8772 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 13076 members 
Mstep: Class 19 contains 275239 members 
Mstep: Class 20 contains 171322 members 
Mstep: Class 21 contains 24968 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 14407 members 
Mstep: Class 24 contains 3922 members 
Mstep: Class 25 contains 79464 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618080.000000 Penalty: 94130.875000
Iteration 219Q: 28 clusters Score -1.546181e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 99686 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53435 members 
Mstep: Class 7 contains 15670 members 
Mstep: Class 8 contains 4102 members 
Mstep: Class 9 contains 81016 members 
Mstep: Class 10 contains 15825 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25629 members 
Mstep: Class 13 contains 17528 members 
Mstep: Class 14 contains 291316 members 
Mstep: Class 15 contains 2699 members 
Mstep: Class 16 contains 8769 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 13076 members 
Mstep: Class 19 contains 275356 members 
Mstep: Class 20 contains 171284 members 
Mstep: Class 21 contains 24978 members 
Mstep: Class 22 contains 36561 members 
Mstep: Class 23 contains 14413 members 
Mstep: Class 24 contains 3922 members 
Mstep: Class 25 contains 79431 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618432.000000 Penalty: 94130.875000
Iteration 220F: 28 clusters Score -1.546184e+08 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2049 members 
Mstep: Class 4 contains 99645 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53433 members 
Mstep: Class 7 contains 15672 members 
Mstep: Class 8 contains 4101 members 
Mstep: Class 9 contains 81003 members 
Mstep: Class 10 contains 15819 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25629 members 
Mstep: Class 13 contains 17509 members 
Mstep: Class 14 contains 291355 members 
Mstep: Class 15 contains 2699 members 
Mstep: Class 16 contains 8769 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 13085 members 
Mstep: Class 19 contains 275511 members 
Mstep: Class 20 contains 171227 members 
Mstep: Class 21 contains 24983 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 14417 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 79396 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618208.000000 Penalty: 94130.875000
Iteration 221Q: 28 clusters Score -1.546182e+08 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 99635 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53429 members 
Mstep: Class 7 contains 15672 members 
Mstep: Class 8 contains 4102 members 
Mstep: Class 9 contains 80994 members 
Mstep: Class 10 contains 15807 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25627 members 
Mstep: Class 13 contains 17498 members 
Mstep: Class 14 contains 291357 members 
Mstep: Class 15 contains 2699 members 
Mstep: Class 16 contains 8765 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 13086 members 
Mstep: Class 19 contains 275564 members 
Mstep: Class 20 contains 171262 members 
Mstep: Class 21 contains 24988 members 
Mstep: Class 22 contains 36566 members 
Mstep: Class 23 contains 14420 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 79369 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618528.000000 Penalty: 94130.875000
Iteration 222Q: 28 clusters Score -1.546185e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 99628 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53411 members 
Mstep: Class 7 contains 15673 members 
Mstep: Class 8 contains 4105 members 
Mstep: Class 9 contains 80978 members 
Mstep: Class 10 contains 15796 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25627 members 
Mstep: Class 13 contains 17487 members 
Mstep: Class 14 contains 291433 members 
Mstep: Class 15 contains 2699 members 
Mstep: Class 16 contains 8762 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 13090 members 
Mstep: Class 19 contains 275617 members 
Mstep: Class 20 contains 171252 members 
Mstep: Class 21 contains 24989 members 
Mstep: Class 22 contains 36568 members 
Mstep: Class 23 contains 14427 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 79336 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618496.000000 Penalty: 94130.875000
Iteration 223Q: 28 clusters Score -1.546185e+08 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2049 members 
Mstep: Class 4 contains 99621 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53416 members 
Mstep: Class 7 contains 15673 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 80932 members 
Mstep: Class 10 contains 15781 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25629 members 
Mstep: Class 13 contains 17483 members 
Mstep: Class 14 contains 291467 members 
Mstep: Class 15 contains 2699 members 
Mstep: Class 16 contains 8759 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13078 members 
Mstep: Class 19 contains 275703 members 
Mstep: Class 20 contains 171271 members 
Mstep: Class 21 contains 24989 members 
Mstep: Class 22 contains 36567 members 
Mstep: Class 23 contains 14434 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 79313 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618128.000000 Penalty: 94130.875000
Iteration 224Q: 28 clusters Score -1.546181e+08 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 99602 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53409 members 
Mstep: Class 7 contains 15669 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 80917 members 
Mstep: Class 10 contains 15776 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25628 members 
Mstep: Class 13 contains 17477 members 
Mstep: Class 14 contains 291527 members 
Mstep: Class 15 contains 2699 members 
Mstep: Class 16 contains 8753 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13063 members 
Mstep: Class 19 contains 275765 members 
Mstep: Class 20 contains 171289 members 
Mstep: Class 21 contains 24990 members 
Mstep: Class 22 contains 36565 members 
Mstep: Class 23 contains 14436 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 79293 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618320.000000 Penalty: 94130.875000
Iteration 225Q: 28 clusters Score -1.546183e+08 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 99576 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53405 members 
Mstep: Class 7 contains 15667 members 
Mstep: Class 8 contains 4111 members 
Mstep: Class 9 contains 80899 members 
Mstep: Class 10 contains 15767 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25629 members 
Mstep: Class 13 contains 17472 members 
Mstep: Class 14 contains 291583 members 
Mstep: Class 15 contains 2699 members 
Mstep: Class 16 contains 8747 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 13052 members 
Mstep: Class 19 contains 275858 members 
Mstep: Class 20 contains 171314 members 
Mstep: Class 21 contains 24993 members 
Mstep: Class 22 contains 36563 members 
Mstep: Class 23 contains 14439 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 79256 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618304.000000 Penalty: 94130.875000
Iteration 226Q: 28 clusters Score -1.546183e+08 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 99557 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53394 members 
Mstep: Class 7 contains 15667 members 
Mstep: Class 8 contains 4111 members 
Mstep: Class 9 contains 80887 members 
Mstep: Class 10 contains 15763 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25628 members 
Mstep: Class 13 contains 17463 members 
Mstep: Class 14 contains 291648 members 
Mstep: Class 15 contains 2699 members 
Mstep: Class 16 contains 8743 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 13046 members 
Mstep: Class 19 contains 275892 members 
Mstep: Class 20 contains 171343 members 
Mstep: Class 21 contains 24993 members 
Mstep: Class 22 contains 36561 members 
Mstep: Class 23 contains 14440 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 79222 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618480.000000 Penalty: 94130.875000
Iteration 227Q: 28 clusters Score -1.546185e+08 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 99531 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53375 members 
Mstep: Class 7 contains 15669 members 
Mstep: Class 8 contains 4109 members 
Mstep: Class 9 contains 80875 members 
Mstep: Class 10 contains 15755 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25627 members 
Mstep: Class 13 contains 17450 members 
Mstep: Class 14 contains 291753 members 
Mstep: Class 15 contains 2699 members 
Mstep: Class 16 contains 8741 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 13041 members 
Mstep: Class 19 contains 275863 members 
Mstep: Class 20 contains 171409 members 
Mstep: Class 21 contains 24987 members 
Mstep: Class 22 contains 36565 members 
Mstep: Class 23 contains 14442 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 79196 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618704.000000 Penalty: 94130.875000
Iteration 228Q: 28 clusters Score -1.546187e+08 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 99510 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53349 members 
Mstep: Class 7 contains 15667 members 
Mstep: Class 8 contains 4109 members 
Mstep: Class 9 contains 80877 members 
Mstep: Class 10 contains 15752 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25626 members 
Mstep: Class 13 contains 17444 members 
Mstep: Class 14 contains 291816 members 
Mstep: Class 15 contains 2699 members 
Mstep: Class 16 contains 8735 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13050 members 
Mstep: Class 19 contains 275850 members 
Mstep: Class 20 contains 171476 members 
Mstep: Class 21 contains 24982 members 
Mstep: Class 22 contains 36569 members 
Mstep: Class 23 contains 14445 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 79173 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618464.000000 Penalty: 94130.875000
Iteration 229Q: 28 clusters Score -1.546185e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 99454 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53321 members 
Mstep: Class 7 contains 15664 members 
Mstep: Class 8 contains 4112 members 
Mstep: Class 9 contains 80874 members 
Mstep: Class 10 contains 15746 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25625 members 
Mstep: Class 13 contains 17443 members 
Mstep: Class 14 contains 291884 members 
Mstep: Class 15 contains 2699 members 
Mstep: Class 16 contains 8732 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13055 members 
Mstep: Class 19 contains 275864 members 
Mstep: Class 20 contains 171524 members 
Mstep: Class 21 contains 24979 members 
Mstep: Class 22 contains 36574 members 
Mstep: Class 23 contains 14447 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 79161 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618416.000000 Penalty: 94130.875000
Iteration 230Q: 28 clusters Score -1.546184e+08 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 99406 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53302 members 
Mstep: Class 7 contains 15667 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 80875 members 
Mstep: Class 10 contains 15741 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25624 members 
Mstep: Class 13 contains 17440 members 
Mstep: Class 14 contains 291948 members 
Mstep: Class 15 contains 2699 members 
Mstep: Class 16 contains 8728 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 13059 members 
Mstep: Class 19 contains 275927 members 
Mstep: Class 20 contains 171530 members 
Mstep: Class 21 contains 24978 members 
Mstep: Class 22 contains 36577 members 
Mstep: Class 23 contains 14447 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 79135 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618576.000000 Penalty: 94130.875000
Iteration 231Q: 28 clusters Score -1.546186e+08 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 99361 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53276 members 
Mstep: Class 7 contains 15668 members 
Mstep: Class 8 contains 4111 members 
Mstep: Class 9 contains 80875 members 
Mstep: Class 10 contains 15735 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25624 members 
Mstep: Class 13 contains 17430 members 
Mstep: Class 14 contains 292023 members 
Mstep: Class 15 contains 2699 members 
Mstep: Class 16 contains 8723 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13073 members 
Mstep: Class 19 contains 276025 members 
Mstep: Class 20 contains 171517 members 
Mstep: Class 21 contains 24974 members 
Mstep: Class 22 contains 36579 members 
Mstep: Class 23 contains 14448 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 79095 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618464.000000 Penalty: 94130.875000
Iteration 232Q: 28 clusters Score -1.546185e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 99309 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53261 members 
Mstep: Class 7 contains 15667 members 
Mstep: Class 8 contains 4105 members 
Mstep: Class 9 contains 80863 members 
Mstep: Class 10 contains 15734 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25622 members 
Mstep: Class 13 contains 17422 members 
Mstep: Class 14 contains 292112 members 
Mstep: Class 15 contains 2699 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13079 members 
Mstep: Class 19 contains 276097 members 
Mstep: Class 20 contains 171510 members 
Mstep: Class 21 contains 24973 members 
Mstep: Class 22 contains 36585 members 
Mstep: Class 23 contains 14452 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 79066 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618496.000000 Penalty: 94130.875000
Iteration 233Q: 28 clusters Score -1.546185e+08 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 99256 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53259 members 
Mstep: Class 7 contains 15665 members 
Mstep: Class 8 contains 4102 members 
Mstep: Class 9 contains 80864 members 
Mstep: Class 10 contains 15730 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25621 members 
Mstep: Class 13 contains 17408 members 
Mstep: Class 14 contains 292207 members 
Mstep: Class 15 contains 2699 members 
Mstep: Class 16 contains 8713 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 13077 members 
Mstep: Class 19 contains 276085 members 
Mstep: Class 20 contains 171553 members 
Mstep: Class 21 contains 24979 members 
Mstep: Class 22 contains 36588 members 
Mstep: Class 23 contains 14458 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 79029 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618160.000000 Penalty: 94130.875000
Iteration 234Q: 28 clusters Score -1.546182e+08 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 99212 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53246 members 
Mstep: Class 7 contains 15666 members 
Mstep: Class 8 contains 4104 members 
Mstep: Class 9 contains 80861 members 
Mstep: Class 10 contains 15723 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25621 members 
Mstep: Class 13 contains 17398 members 
Mstep: Class 14 contains 292254 members 
Mstep: Class 15 contains 2700 members 
Mstep: Class 16 contains 8710 members 
Mstep: Class 17 contains 6340 members 
Mstep: Class 18 contains 13075 members 
Mstep: Class 19 contains 276126 members 
Mstep: Class 20 contains 171587 members 
Mstep: Class 21 contains 24979 members 
Mstep: Class 22 contains 36591 members 
Mstep: Class 23 contains 14453 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 78998 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618208.000000 Penalty: 94130.875000
Iteration 235Q: 28 clusters Score -1.546182e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 99163 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53224 members 
Mstep: Class 7 contains 15665 members 
Mstep: Class 8 contains 4105 members 
Mstep: Class 9 contains 80839 members 
Mstep: Class 10 contains 15716 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25624 members 
Mstep: Class 13 contains 17388 members 
Mstep: Class 14 contains 292301 members 
Mstep: Class 15 contains 2700 members 
Mstep: Class 16 contains 8707 members 
Mstep: Class 17 contains 6340 members 
Mstep: Class 18 contains 13077 members 
Mstep: Class 19 contains 276196 members 
Mstep: Class 20 contains 171628 members 
Mstep: Class 21 contains 24980 members 
Mstep: Class 22 contains 36594 members 
Mstep: Class 23 contains 14451 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 78956 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618096.000000 Penalty: 94130.875000
Iteration 236Q: 28 clusters Score -1.546181e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 99127 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53203 members 
Mstep: Class 7 contains 15663 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 80831 members 
Mstep: Class 10 contains 15715 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25623 members 
Mstep: Class 13 contains 17378 members 
Mstep: Class 14 contains 292275 members 
Mstep: Class 15 contains 2700 members 
Mstep: Class 16 contains 8704 members 
Mstep: Class 17 contains 6340 members 
Mstep: Class 18 contains 13079 members 
Mstep: Class 19 contains 276282 members 
Mstep: Class 20 contains 171691 members 
Mstep: Class 21 contains 24985 members 
Mstep: Class 22 contains 36593 members 
Mstep: Class 23 contains 14450 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 78926 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618032.000000 Penalty: 94130.875000
Iteration 237Q: 28 clusters Score -1.54618e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 99088 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53194 members 
Mstep: Class 7 contains 15664 members 
Mstep: Class 8 contains 4103 members 
Mstep: Class 9 contains 80831 members 
Mstep: Class 10 contains 15707 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25622 members 
Mstep: Class 13 contains 17365 members 
Mstep: Class 14 contains 292292 members 
Mstep: Class 15 contains 2700 members 
Mstep: Class 16 contains 8697 members 
Mstep: Class 17 contains 6341 members 
Mstep: Class 18 contains 13081 members 
Mstep: Class 19 contains 276364 members 
Mstep: Class 20 contains 171716 members 
Mstep: Class 21 contains 24985 members 
Mstep: Class 22 contains 36593 members 
Mstep: Class 23 contains 14448 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 78896 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618256.000000 Penalty: 94130.875000
Iteration 238Q: 28 clusters Score -1.546183e+08 nChanged 1214
Entering ConstructFrom: 
Score: -154618256.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (24738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Entering Unmasked Estep 
Score: -3093824.000000 Penalty: 2508.791748
	Iteration 0F: 2 clusters Score -3093824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -3076727.750000 Penalty: 5017.583496
	Iteration 0F: 3 clusters Score -3076728 nChanged 11064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -3082699.250000 Penalty: 5017.583496
	Iteration 1F: 3 clusters Score -3082699 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3083250.250000 Penalty: 5017.583496
	Iteration 2F: 3 clusters Score -3083250 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -3083811.500000 Penalty: 5017.583496
	Iteration 3F: 3 clusters Score -3083812 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -3084373.250000 Penalty: 5017.583496
	Iteration 4F: 3 clusters Score -3084373 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -3085037.500000 Penalty: 5017.583496
	Iteration 5Q: 3 clusters Score -3085038 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -3085871.250000 Penalty: 5017.583496
	Iteration 6F: 3 clusters Score -3085871 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -3087002.000000 Penalty: 5017.583496
	Iteration 7F: 3 clusters Score -3087002 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -3088409.750000 Penalty: 5017.583496
	Iteration 8F: 3 clusters Score -3088410 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -3090066.750000 Penalty: 5017.583496
	Iteration 9F: 3 clusters Score -3090067 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -3091601.250000 Penalty: 5017.583496
	Iteration 10F: 3 clusters Score -3091601 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -3092667.750000 Penalty: 5017.583496
	Iteration 11Q: 3 clusters Score -3092668 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -3093209.500000 Penalty: 5017.583496
	Iteration 12Q: 3 clusters Score -3093210 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -3093484.000000 Penalty: 5017.583496
	Iteration 13Q: 3 clusters Score -3093484 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -3093570.750000 Penalty: 5017.583496
	Iteration 14Q: 3 clusters Score -3093571 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -3093618.000000 Penalty: 5017.583496
	Iteration 15Q: 3 clusters Score -3093618 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -3093635.750000 Penalty: 5017.583496
	Iteration 16Q: 3 clusters Score -3093636 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -3093652.500000 Penalty: 5017.583496
	Iteration 17Q: 3 clusters Score -3093652 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -3093652.750000 Penalty: 5017.583496
	Iteration 18Q: 3 clusters Score -3093653 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -3093661.500000 Penalty: 5017.583496
	Iteration 19Q: 3 clusters Score -3093662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -3093664.000000 Penalty: 5017.583496
	Iteration 20F: 3 clusters Score -3093664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -3093664.000000 Penalty: 5017.583496
	Iteration 21Q: 3 clusters Score -3093664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -3093672.750000 Penalty: 5017.583496
	Iteration 22Q: 3 clusters Score -3093673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -3093664.500000 Penalty: 5017.583496
	Iteration 23Q: 3 clusters Score -3093664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -3093664.500000 Penalty: 5017.583496
	Iteration 24F: 3 clusters Score -3093664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -51512.027344 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -51512.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50124.832031 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -50124.83 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50319.484375 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -50319.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50403.113281 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -50403.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50497.148438 Penalty: 3063.229980
	Iteration 3Q: 3 clusters Score -50497.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50530.640625 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -50530.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50546.523438 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -50546.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50553.179688 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -50553.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50555.199219 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -50555.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50557.992188 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -50557.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50559.371094 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -50559.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50559.371094 Penalty: 3063.229980
	Iteration 10F: 3 clusters Score -50559.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Entering Unmasked Estep 
Score: -231411.875000 Penalty: 1890.541992
	Iteration 0F: 2 clusters Score -231411.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -228788.546875 Penalty: 3781.083984
	Iteration 0F: 3 clusters Score -228788.5 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -229337.921875 Penalty: 3781.083984
	Iteration 1F: 3 clusters Score -229337.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -229534.203125 Penalty: 3781.083984
	Iteration 2F: 3 clusters Score -229534.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -229646.250000 Penalty: 3781.083984
	Iteration 3F: 3 clusters Score -229646.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -229732.578125 Penalty: 3781.083984
	Iteration 4Q: 3 clusters Score -229732.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -229785.046875 Penalty: 3781.083984
	Iteration 5Q: 3 clusters Score -229785 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -229839.625000 Penalty: 3781.083984
	Iteration 6Q: 3 clusters Score -229839.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -229913.859375 Penalty: 3781.083984
	Iteration 7Q: 3 clusters Score -229913.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -230000.296875 Penalty: 3781.083984
	Iteration 8Q: 3 clusters Score -230000.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -230071.156250 Penalty: 3781.083984
	Iteration 9Q: 3 clusters Score -230071.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -230135.953125 Penalty: 3781.083984
	Iteration 10Q: 3 clusters Score -230136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -230179.437500 Penalty: 3781.083984
	Iteration 11Q: 3 clusters Score -230179.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -230229.078125 Penalty: 3781.083984
	Iteration 12Q: 3 clusters Score -230229.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -230297.265625 Penalty: 3781.083984
	Iteration 13Q: 3 clusters Score -230297.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -230373.031250 Penalty: 3781.083984
	Iteration 14Q: 3 clusters Score -230373 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -230417.250000 Penalty: 3781.083984
	Iteration 15Q: 3 clusters Score -230417.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -230448.265625 Penalty: 3781.083984
	Iteration 16Q: 3 clusters Score -230448.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -230482.515625 Penalty: 3781.083984
	Iteration 17Q: 3 clusters Score -230482.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -230519.281250 Penalty: 3781.083984
	Iteration 18Q: 3 clusters Score -230519.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -230541.562500 Penalty: 3781.083984
	Iteration 19Q: 3 clusters Score -230541.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -230560.218750 Penalty: 3781.083984
	Iteration 20F: 3 clusters Score -230560.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -230572.015625 Penalty: 3781.083984
	Iteration 21Q: 3 clusters Score -230572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -230578.171875 Penalty: 3781.083984
	Iteration 22Q: 3 clusters Score -230578.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -230581.703125 Penalty: 3781.083984
	Iteration 23Q: 3 clusters Score -230581.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -230584.562500 Penalty: 3781.083984
	Iteration 24Q: 3 clusters Score -230584.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -230588.156250 Penalty: 3781.083984
	Iteration 25Q: 3 clusters Score -230588.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -230592.734375 Penalty: 3781.083984
	Iteration 26Q: 3 clusters Score -230592.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -230594.515625 Penalty: 3781.083984
	Iteration 27Q: 3 clusters Score -230594.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -230598.515625 Penalty: 3781.083984
	Iteration 28Q: 3 clusters Score -230598.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -230602.312500 Penalty: 3781.083984
	Iteration 29Q: 3 clusters Score -230602.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -230602.312500 Penalty: 3781.083984
	Iteration 30F: 3 clusters Score -230602.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (99050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99050 members 
Entering Unmasked Estep 
Score: -12454913.000000 Penalty: 2852.838135
	Iteration 0F: 2 clusters Score -1.245491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -12389045.000000 Penalty: 5705.676270
	Iteration 0F: 3 clusters Score -1.238904e+07 nChanged 46924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -12415629.000000 Penalty: 5705.676270
	Iteration 1F: 3 clusters Score -1.241563e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -12416397.000000 Penalty: 5705.676270
	Iteration 2Q: 3 clusters Score -1.24164e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -12417083.000000 Penalty: 5705.676270
	Iteration 3Q: 3 clusters Score -1.241708e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -12417809.000000 Penalty: 5705.676270
	Iteration 4Q: 3 clusters Score -1.241781e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -12418737.000000 Penalty: 5705.676270
	Iteration 5Q: 3 clusters Score -1.241874e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 54546 members 
Entering Unmasked Estep 
Score: -12420102.000000 Penalty: 5705.676270
	Iteration 6Q: 3 clusters Score -1.24201e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 57415 members 
Entering Unmasked Estep 
Score: -12422166.000000 Penalty: 5705.676270
	Iteration 7Q: 3 clusters Score -1.242217e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 61448 members 
Entering Unmasked Estep 
Score: -12425651.000000 Penalty: 5705.676270
	Iteration 8F: 3 clusters Score -1.242565e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -12431231.000000 Penalty: 5705.676270
	Iteration 9F: 3 clusters Score -1.243123e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 71311 members 
Entering Unmasked Estep 
Score: -12437461.000000 Penalty: 5705.676270
	Iteration 10F: 3 clusters Score -1.243746e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 74910 members 
Entering Unmasked Estep 
Score: -12441955.000000 Penalty: 5705.676270
	Iteration 11F: 3 clusters Score -1.244196e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 77258 members 
Entering Unmasked Estep 
Score: -12444297.000000 Penalty: 5705.676270
	Iteration 12Q: 3 clusters Score -1.24443e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 79074 members 
Entering Unmasked Estep 
Score: -12445478.000000 Penalty: 5705.676270
	Iteration 13Q: 3 clusters Score -1.244548e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 80623 members 
Entering Unmasked Estep 
Score: -12446137.000000 Penalty: 5705.676270
	Iteration 14Q: 3 clusters Score -1.244614e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 82029 members 
Entering Unmasked Estep 
Score: -12446822.000000 Penalty: 5705.676270
	Iteration 15Q: 3 clusters Score -1.244682e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 83363 members 
Entering Unmasked Estep 
Score: -12447378.000000 Penalty: 5705.676270
	Iteration 16Q: 3 clusters Score -1.244738e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 84630 members 
Entering Unmasked Estep 
Score: -12447881.000000 Penalty: 5705.676270
	Iteration 17Q: 3 clusters Score -1.244788e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 85841 members 
Entering Unmasked Estep 
Score: -12448443.000000 Penalty: 5705.676270
	Iteration 18Q: 3 clusters Score -1.244844e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 86992 members 
Entering Unmasked Estep 
Score: -12448948.000000 Penalty: 5705.676270
	Iteration 19Q: 3 clusters Score -1.244895e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 88060 members 
Entering Unmasked Estep 
Score: -12449372.000000 Penalty: 5705.676270
	Iteration 20F: 3 clusters Score -1.244937e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 89071 members 
Entering Unmasked Estep 
Score: -12449835.000000 Penalty: 5705.676270
	Iteration 21Q: 3 clusters Score -1.244984e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 90044 members 
Entering Unmasked Estep 
Score: -12450241.000000 Penalty: 5705.676270
	Iteration 22Q: 3 clusters Score -1.245024e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 90888 members 
Entering Unmasked Estep 
Score: -12450581.000000 Penalty: 5705.676270
	Iteration 23Q: 3 clusters Score -1.245058e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 91662 members 
Entering Unmasked Estep 
Score: -12450877.000000 Penalty: 5705.676270
	Iteration 24Q: 3 clusters Score -1.245088e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 92369 members 
Entering Unmasked Estep 
Score: -12451123.000000 Penalty: 5705.676270
	Iteration 25Q: 3 clusters Score -1.245112e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 93002 members 
Entering Unmasked Estep 
Score: -12451355.000000 Penalty: 5705.676270
	Iteration 26Q: 3 clusters Score -1.245136e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 93578 members 
Entering Unmasked Estep 
Score: -12451547.000000 Penalty: 5705.676270
	Iteration 27Q: 3 clusters Score -1.245155e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 94075 members 
Entering Unmasked Estep 
Score: -12451708.000000 Penalty: 5705.676270
	Iteration 28Q: 3 clusters Score -1.245171e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 94518 members 
Entering Unmasked Estep 
Score: -12451916.000000 Penalty: 5705.676270
	Iteration 29Q: 3 clusters Score -1.245192e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 94895 members 
Entering Unmasked Estep 
Score: -12452053.000000 Penalty: 5705.676270
	Iteration 30Q: 3 clusters Score -1.245205e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 95221 members 
Entering Unmasked Estep 
Score: -12452200.000000 Penalty: 5705.676270
	Iteration 31Q: 3 clusters Score -1.24522e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 95506 members 
Entering Unmasked Estep 
Score: -12452322.000000 Penalty: 5705.676270
	Iteration 32Q: 3 clusters Score -1.245232e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 95752 members 
Entering Unmasked Estep 
Score: -12452404.000000 Penalty: 5705.676270
	Iteration 33Q: 3 clusters Score -1.24524e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 95967 members 
Entering Unmasked Estep 
Score: -12452497.000000 Penalty: 5705.676270
	Iteration 34Q: 3 clusters Score -1.24525e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 96159 members 
Entering Unmasked Estep 
Score: -12452581.000000 Penalty: 5705.676270
	Iteration 35Q: 3 clusters Score -1.245258e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 96314 members 
Entering Unmasked Estep 
Score: -12452638.000000 Penalty: 5705.676270
	Iteration 36Q: 3 clusters Score -1.245264e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 96436 members 
Entering Unmasked Estep 
Score: -12452706.000000 Penalty: 5705.676270
	Iteration 37Q: 3 clusters Score -1.245271e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 96551 members 
Entering Unmasked Estep 
Score: -12452763.000000 Penalty: 5705.676270
	Iteration 38Q: 3 clusters Score -1.245276e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 96635 members 
Entering Unmasked Estep 
Score: -12452807.000000 Penalty: 5705.676270
	Iteration 39Q: 3 clusters Score -1.245281e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 96707 members 
Entering Unmasked Estep 
Score: -12452805.000000 Penalty: 5705.676270
	Iteration 40F: 3 clusters Score -1.24528e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 96767 members 
Entering Unmasked Estep 
Score: -12452780.000000 Penalty: 5705.676270
	Iteration 41Q: 3 clusters Score -1.245278e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 96815 members 
Entering Unmasked Estep 
Score: -12452814.000000 Penalty: 5705.676270
	Iteration 42Q: 3 clusters Score -1.245281e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 96860 members 
Entering Unmasked Estep 
Score: -12452833.000000 Penalty: 5705.676270
	Iteration 43Q: 3 clusters Score -1.245283e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 96898 members 
Entering Unmasked Estep 
Score: -12452865.000000 Penalty: 5705.676270
	Iteration 44Q: 3 clusters Score -1.245286e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 96934 members 
Entering Unmasked Estep 
Score: -12452860.000000 Penalty: 5705.676270
	Iteration 45Q: 3 clusters Score -1.245286e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 96975 members 
Entering Unmasked Estep 
Score: -12452876.000000 Penalty: 5705.676270
	Iteration 46Q: 3 clusters Score -1.245288e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 97011 members 
Entering Unmasked Estep 
Score: -12452896.000000 Penalty: 5705.676270
	Iteration 47Q: 3 clusters Score -1.24529e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 97042 members 
Entering Unmasked Estep 
Score: -12452899.000000 Penalty: 5705.676270
	Iteration 48Q: 3 clusters Score -1.24529e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 97081 members 
Entering Unmasked Estep 
Score: -12452924.000000 Penalty: 5705.676270
	Iteration 49Q: 3 clusters Score -1.245292e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 97107 members 
Entering Unmasked Estep 
Score: -12452910.000000 Penalty: 5705.676270
	Iteration 50Q: 3 clusters Score -1.245291e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 97139 members 
Entering Unmasked Estep 
Score: -12452934.000000 Penalty: 5705.676270
	Iteration 51Q: 3 clusters Score -1.245293e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 97162 members 
Entering Unmasked Estep 
Score: -12452943.000000 Penalty: 5705.676270
	Iteration 52Q: 3 clusters Score -1.245294e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 97183 members 
Entering Unmasked Estep 
Score: -12452935.000000 Penalty: 5705.676270
	Iteration 53Q: 3 clusters Score -1.245294e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 97199 members 
Entering Unmasked Estep 
Score: -12452957.000000 Penalty: 5705.676270
	Iteration 54Q: 3 clusters Score -1.245296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 97213 members 
Entering Unmasked Estep 
Score: -12452968.000000 Penalty: 5705.676270
	Iteration 55Q: 3 clusters Score -1.245297e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 97227 members 
Entering Unmasked Estep 
Score: -12452993.000000 Penalty: 5705.676270
	Iteration 56Q: 3 clusters Score -1.245299e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 97247 members 
Entering Unmasked Estep 
Score: -12452985.000000 Penalty: 5705.676270
	Iteration 57Q: 3 clusters Score -1.245298e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 97267 members 
Entering Unmasked Estep 
Score: -12453006.000000 Penalty: 5705.676270
	Iteration 58Q: 3 clusters Score -1.245301e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 97291 members 
Entering Unmasked Estep 
Score: -12453013.000000 Penalty: 5705.676270
	Iteration 59Q: 3 clusters Score -1.245301e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 97311 members 
Entering Unmasked Estep 
Score: -12453039.000000 Penalty: 5705.676270
	Iteration 60F: 3 clusters Score -1.245304e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 97323 members 
Entering Unmasked Estep 
Score: -12453043.000000 Penalty: 5705.676270
	Iteration 61Q: 3 clusters Score -1.245304e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 97335 members 
Entering Unmasked Estep 
Score: -12453035.000000 Penalty: 5705.676270
	Iteration 62Q: 3 clusters Score -1.245304e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 97349 members 
Entering Unmasked Estep 
Score: -12453035.000000 Penalty: 5705.676270
	Iteration 63Q: 3 clusters Score -1.245304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 97360 members 
Entering Unmasked Estep 
Score: -12453035.000000 Penalty: 5705.676270
	Iteration 64Q: 3 clusters Score -1.245304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 97365 members 
Entering Unmasked Estep 
Score: -12453043.000000 Penalty: 5705.676270
	Iteration 65Q: 3 clusters Score -1.245304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 97369 members 
Entering Unmasked Estep 
Score: -12453030.000000 Penalty: 5705.676270
	Iteration 66Q: 3 clusters Score -1.245303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 97375 members 
Entering Unmasked Estep 
Score: -12453033.000000 Penalty: 5705.676270
	Iteration 67Q: 3 clusters Score -1.245303e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 97383 members 
Entering Unmasked Estep 
Score: -12453049.000000 Penalty: 5705.676270
	Iteration 68Q: 3 clusters Score -1.245305e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 97385 members 
Entering Unmasked Estep 
Score: -12453048.000000 Penalty: 5705.676270
	Iteration 69Q: 3 clusters Score -1.245305e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 97394 members 
Entering Unmasked Estep 
Score: -12453064.000000 Penalty: 5705.676270
	Iteration 70Q: 3 clusters Score -1.245306e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 97401 members 
Entering Unmasked Estep 
Score: -12453053.000000 Penalty: 5705.676270
	Iteration 71Q: 3 clusters Score -1.245305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 97405 members 
Entering Unmasked Estep 
Score: -12453052.000000 Penalty: 5705.676270
	Iteration 72Q: 3 clusters Score -1.245305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 97408 members 
Entering Unmasked Estep 
Score: -12453051.000000 Penalty: 5705.676270
	Iteration 73Q: 3 clusters Score -1.245305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 97413 members 
Entering Unmasked Estep 
Score: -12453057.000000 Penalty: 5705.676270
	Iteration 74Q: 3 clusters Score -1.245306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 97414 members 
Entering Unmasked Estep 
Score: -12453068.000000 Penalty: 5705.676270
	Iteration 75Q: 3 clusters Score -1.245307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 97413 members 
Entering Unmasked Estep 
Score: -12453071.000000 Penalty: 5705.676270
	Iteration 76Q: 3 clusters Score -1.245307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 97417 members 
Entering Unmasked Estep 
Score: -12453078.000000 Penalty: 5705.676270
	Iteration 77Q: 3 clusters Score -1.245308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 97420 members 
Entering Unmasked Estep 
Score: -12453077.000000 Penalty: 5705.676270
	Iteration 78Q: 3 clusters Score -1.245308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 97420 members 
Entering Unmasked Estep 
Score: -12453079.000000 Penalty: 5705.676270
	Iteration 79Q: 3 clusters Score -1.245308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 97420 members 
Entering Unmasked Estep 
Score: -12453076.000000 Penalty: 5705.676270
	Iteration 80F: 3 clusters Score -1.245308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 97419 members 
Entering Unmasked Estep 
Score: -12453060.000000 Penalty: 5705.676270
	Iteration 81Q: 3 clusters Score -1.245306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 97420 members 
Entering Unmasked Estep 
Score: -12453065.000000 Penalty: 5705.676270
	Iteration 82Q: 3 clusters Score -1.245306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 97418 members 
Entering Unmasked Estep 
Score: -12453068.000000 Penalty: 5705.676270
	Iteration 83Q: 3 clusters Score -1.245307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 97416 members 
Entering Unmasked Estep 
Score: -12453074.000000 Penalty: 5705.676270
	Iteration 84Q: 3 clusters Score -1.245307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 97415 members 
Entering Unmasked Estep 
Score: -12453067.000000 Penalty: 5705.676270
	Iteration 85Q: 3 clusters Score -1.245307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 97416 members 
Entering Unmasked Estep 
Score: -12453055.000000 Penalty: 5705.676270
	Iteration 86Q: 3 clusters Score -1.245306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 97415 members 
Entering Unmasked Estep 
Score: -12453058.000000 Penalty: 5705.676270
	Iteration 87Q: 3 clusters Score -1.245306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 97413 members 
Entering Unmasked Estep 
Score: -12453062.000000 Penalty: 5705.676270
	Iteration 88Q: 3 clusters Score -1.245306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 97414 members 
Entering Unmasked Estep 
Score: -12453059.000000 Penalty: 5705.676270
	Iteration 89Q: 3 clusters Score -1.245306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 97414 members 
Entering Unmasked Estep 
Score: -12453059.000000 Penalty: 5705.676270
	Iteration 90F: 3 clusters Score -1.245306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -38523.105469 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -38523.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37197.371094 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -37197.37 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37390.597656 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -37390.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37459.675781 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -37459.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37506.718750 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -37506.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37557.117188 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -37557.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37603.511719 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -37603.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37666.988281 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -37666.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37728.214844 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -37728.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37757.246094 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -37757.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -37781.210938 Penalty: 2950.225586
	Iteration 9Q: 3 clusters Score -37781.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -37814.644531 Penalty: 2950.225586
	Iteration 10Q: 3 clusters Score -37814.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37861.464844 Penalty: 2950.225586
	Iteration 11Q: 3 clusters Score -37861.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37929.472656 Penalty: 2950.225586
	Iteration 12Q: 3 clusters Score -37929.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -37944.550781 Penalty: 2950.225586
	Iteration 13Q: 3 clusters Score -37944.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37955.890625 Penalty: 2950.225586
	Iteration 14Q: 3 clusters Score -37955.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37959.453125 Penalty: 2950.225586
	Iteration 15Q: 3 clusters Score -37959.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37959.453125 Penalty: 2950.225586
	Iteration 16F: 3 clusters Score -37959.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (53185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Entering Unmasked Estep 
Score: -6691592.500000 Penalty: 2698.619873
	Iteration 0F: 2 clusters Score -6691592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -6655780.000000 Penalty: 5397.239746
	Iteration 0F: 3 clusters Score -6655780 nChanged 24756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -6669633.500000 Penalty: 5397.239746
	Iteration 1F: 3 clusters Score -6669634 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -6670183.000000 Penalty: 5397.239746
	Iteration 2Q: 3 clusters Score -6670183 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -6670713.500000 Penalty: 5397.239746
	Iteration 3Q: 3 clusters Score -6670714 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -6671250.000000 Penalty: 5397.239746
	Iteration 4Q: 3 clusters Score -6671250 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -6671862.000000 Penalty: 5397.239746
	Iteration 5Q: 3 clusters Score -6671862 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -6672759.000000 Penalty: 5397.239746
	Iteration 6Q: 3 clusters Score -6672759 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -6674251.000000 Penalty: 5397.239746
	Iteration 7F: 3 clusters Score -6674251 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -6676611.500000 Penalty: 5397.239746
	Iteration 8F: 3 clusters Score -6676612 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -6679725.500000 Penalty: 5397.239746
	Iteration 9F: 3 clusters Score -6679726 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -6683216.000000 Penalty: 5397.239746
	Iteration 10F: 3 clusters Score -6683216 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -6685991.500000 Penalty: 5397.239746
	Iteration 11F: 3 clusters Score -6685992 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -6687602.500000 Penalty: 5397.239746
	Iteration 12Q: 3 clusters Score -6687602 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 50750 members 
Entering Unmasked Estep 
Score: -6688480.500000 Penalty: 5397.239746
	Iteration 13Q: 3 clusters Score -6688480 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -6688927.500000 Penalty: 5397.239746
	Iteration 14Q: 3 clusters Score -6688928 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -6689172.000000 Penalty: 5397.239746
	Iteration 15Q: 3 clusters Score -6689172 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -6689356.000000 Penalty: 5397.239746
	Iteration 16Q: 3 clusters Score -6689356 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -6689475.500000 Penalty: 5397.239746
	Iteration 17Q: 3 clusters Score -6689476 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -6689558.500000 Penalty: 5397.239746
	Iteration 18Q: 3 clusters Score -6689558 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 51565 members 
Entering Unmasked Estep 
Score: -6689599.000000 Penalty: 5397.239746
	Iteration 19Q: 3 clusters Score -6689599 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
Score: -6689619.000000 Penalty: 5397.239746
	Iteration 20F: 3 clusters Score -6689619 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -6689641.000000 Penalty: 5397.239746
	Iteration 21Q: 3 clusters Score -6689641 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -6689673.000000 Penalty: 5397.239746
	Iteration 22Q: 3 clusters Score -6689673 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 51678 members 
Entering Unmasked Estep 
Score: -6689676.000000 Penalty: 5397.239746
	Iteration 23Q: 3 clusters Score -6689676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -6689696.500000 Penalty: 5397.239746
	Iteration 24Q: 3 clusters Score -6689696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -6689704.500000 Penalty: 5397.239746
	Iteration 25Q: 3 clusters Score -6689704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -6689707.500000 Penalty: 5397.239746
	Iteration 26Q: 3 clusters Score -6689708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -6689712.500000 Penalty: 5397.239746
	Iteration 27Q: 3 clusters Score -6689712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -6689713.000000 Penalty: 5397.239746
	Iteration 28Q: 3 clusters Score -6689713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -6689716.000000 Penalty: 5397.239746
	Iteration 29Q: 3 clusters Score -6689716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 51773 members 
Entering Unmasked Estep 
Score: -6689723.000000 Penalty: 5397.239746
	Iteration 30Q: 3 clusters Score -6689723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -6689728.000000 Penalty: 5397.239746
	Iteration 31Q: 3 clusters Score -6689728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -6689739.500000 Penalty: 5397.239746
	Iteration 32Q: 3 clusters Score -6689740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -6689741.000000 Penalty: 5397.239746
	Iteration 33Q: 3 clusters Score -6689741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -6689748.500000 Penalty: 5397.239746
	Iteration 34Q: 3 clusters Score -6689748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -6689752.500000 Penalty: 5397.239746
	Iteration 35Q: 3 clusters Score -6689752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -6689743.000000 Penalty: 5397.239746
	Iteration 36Q: 3 clusters Score -6689743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -6689754.500000 Penalty: 5397.239746
	Iteration 37Q: 3 clusters Score -6689754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -6689756.500000 Penalty: 5397.239746
	Iteration 38Q: 3 clusters Score -6689756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -6689754.000000 Penalty: 5397.239746
	Iteration 39Q: 3 clusters Score -6689754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -6689765.000000 Penalty: 5397.239746
	Iteration 40F: 3 clusters Score -6689765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -6689753.000000 Penalty: 5397.239746
	Iteration 41Q: 3 clusters Score -6689753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -6689751.000000 Penalty: 5397.239746
	Iteration 42Q: 3 clusters Score -6689751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 51826 members 
Entering Unmasked Estep 
Score: -6689755.500000 Penalty: 5397.239746
	Iteration 43Q: 3 clusters Score -6689756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -6689755.000000 Penalty: 5397.239746
	Iteration 44Q: 3 clusters Score -6689755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -6689755.500000 Penalty: 5397.239746
	Iteration 45Q: 3 clusters Score -6689756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -6689756.500000 Penalty: 5397.239746
	Iteration 46Q: 3 clusters Score -6689756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -6689755.000000 Penalty: 5397.239746
	Iteration 47Q: 3 clusters Score -6689755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -6689755.500000 Penalty: 5397.239746
	Iteration 48Q: 3 clusters Score -6689756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -6689755.500000 Penalty: 5397.239746
	Iteration 49F: 3 clusters Score -6689756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Entering Unmasked Estep 
Score: -1869401.375000 Penalty: 2395.525391
	Iteration 0F: 2 clusters Score -1869401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1858156.875000 Penalty: 4791.050781
	Iteration 0F: 3 clusters Score -1858157 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1862097.375000 Penalty: 4791.050781
	Iteration 1F: 3 clusters Score -1862097 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1862990.000000 Penalty: 4791.050781
	Iteration 2F: 3 clusters Score -1862990 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1863894.375000 Penalty: 4791.050781
	Iteration 3F: 3 clusters Score -1863894 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1864831.500000 Penalty: 4791.050781
	Iteration 4F: 3 clusters Score -1864832 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1865713.000000 Penalty: 4791.050781
	Iteration 5F: 3 clusters Score -1865713 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1866349.250000 Penalty: 4791.050781
	Iteration 6F: 3 clusters Score -1866349 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1866858.500000 Penalty: 4791.050781
	Iteration 7Q: 3 clusters Score -1866858 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1867196.125000 Penalty: 4791.050781
	Iteration 8Q: 3 clusters Score -1867196 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1867416.500000 Penalty: 4791.050781
	Iteration 9Q: 3 clusters Score -1867416 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1867565.625000 Penalty: 4791.050781
	Iteration 10Q: 3 clusters Score -1867566 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1867677.125000 Penalty: 4791.050781
	Iteration 11Q: 3 clusters Score -1867677 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1867757.500000 Penalty: 4791.050781
	Iteration 12Q: 3 clusters Score -1867758 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1867828.000000 Penalty: 4791.050781
	Iteration 13Q: 3 clusters Score -1867828 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1867865.125000 Penalty: 4791.050781
	Iteration 14Q: 3 clusters Score -1867865 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1867888.500000 Penalty: 4791.050781
	Iteration 15Q: 3 clusters Score -1867888 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1867904.750000 Penalty: 4791.050781
	Iteration 16Q: 3 clusters Score -1867905 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1867911.125000 Penalty: 4791.050781
	Iteration 17Q: 3 clusters Score -1867911 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1867921.750000 Penalty: 4791.050781
	Iteration 18Q: 3 clusters Score -1867922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1867929.500000 Penalty: 4791.050781
	Iteration 19Q: 3 clusters Score -1867930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1867926.500000 Penalty: 4791.050781
	Iteration 20F: 3 clusters Score -1867926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1867927.625000 Penalty: 4791.050781
	Iteration 21Q: 3 clusters Score -1867928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1867927.625000 Penalty: 4791.050781
	Iteration 22Q: 3 clusters Score -1867928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1867930.875000 Penalty: 4791.050781
	Iteration 23Q: 3 clusters Score -1867931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1867933.375000 Penalty: 4791.050781
	Iteration 24Q: 3 clusters Score -1867933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1867935.000000 Penalty: 4791.050781
	Iteration 25Q: 3 clusters Score -1867935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1867933.375000 Penalty: 4791.050781
	Iteration 26Q: 3 clusters Score -1867933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1867939.000000 Penalty: 4791.050781
	Iteration 27Q: 3 clusters Score -1867939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1867941.750000 Penalty: 4791.050781
	Iteration 28Q: 3 clusters Score -1867942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1867943.125000 Penalty: 4791.050781
	Iteration 29Q: 3 clusters Score -1867943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1867945.875000 Penalty: 4791.050781
	Iteration 30Q: 3 clusters Score -1867946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1867944.250000 Penalty: 4791.050781
	Iteration 31Q: 3 clusters Score -1867944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1867944.250000 Penalty: 4791.050781
	Iteration 32F: 3 clusters Score -1867944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Entering Unmasked Estep 
Score: -509120.593750 Penalty: 2063.168945
	Iteration 0F: 2 clusters Score -509120.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -505214.218750 Penalty: 4126.337891
	Iteration 0F: 3 clusters Score -505214.2 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -506041.406250 Penalty: 4126.337891
	Iteration 1F: 3 clusters Score -506041.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -506209.593750 Penalty: 4126.337891
	Iteration 2F: 3 clusters Score -506209.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -506323.281250 Penalty: 4126.337891
	Iteration 3Q: 3 clusters Score -506323.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -506419.875000 Penalty: 4126.337891
	Iteration 4Q: 3 clusters Score -506419.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -506503.843750 Penalty: 4126.337891
	Iteration 5Q: 3 clusters Score -506503.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -506567.125000 Penalty: 4126.337891
	Iteration 6Q: 3 clusters Score -506567.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -506634.468750 Penalty: 4126.337891
	Iteration 7Q: 3 clusters Score -506634.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -506705.250000 Penalty: 4126.337891
	Iteration 8Q: 3 clusters Score -506705.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -506768.281250 Penalty: 4126.337891
	Iteration 9Q: 3 clusters Score -506768.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -506833.718750 Penalty: 4126.337891
	Iteration 10Q: 3 clusters Score -506833.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -506891.375000 Penalty: 4126.337891
	Iteration 11Q: 3 clusters Score -506891.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -506942.187500 Penalty: 4126.337891
	Iteration 12Q: 3 clusters Score -506942.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -506989.187500 Penalty: 4126.337891
	Iteration 13Q: 3 clusters Score -506989.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -507046.343750 Penalty: 4126.337891
	Iteration 14Q: 3 clusters Score -507046.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -507105.437500 Penalty: 4126.337891
	Iteration 15Q: 3 clusters Score -507105.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -507154.781250 Penalty: 4126.337891
	Iteration 16Q: 3 clusters Score -507154.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -507190.500000 Penalty: 4126.337891
	Iteration 17Q: 3 clusters Score -507190.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -507221.562500 Penalty: 4126.337891
	Iteration 18Q: 3 clusters Score -507221.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -507249.343750 Penalty: 4126.337891
	Iteration 19Q: 3 clusters Score -507249.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -507271.562500 Penalty: 4126.337891
	Iteration 20F: 3 clusters Score -507271.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -507292.781250 Penalty: 4126.337891
	Iteration 21Q: 3 clusters Score -507292.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -507312.781250 Penalty: 4126.337891
	Iteration 22Q: 3 clusters Score -507312.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -507323.156250 Penalty: 4126.337891
	Iteration 23Q: 3 clusters Score -507323.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -507341.375000 Penalty: 4126.337891
	Iteration 24Q: 3 clusters Score -507341.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -507354.468750 Penalty: 4126.337891
	Iteration 25Q: 3 clusters Score -507354.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -507363.156250 Penalty: 4126.337891
	Iteration 26Q: 3 clusters Score -507363.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -507371.312500 Penalty: 4126.337891
	Iteration 27Q: 3 clusters Score -507371.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -507376.281250 Penalty: 4126.337891
	Iteration 28Q: 3 clusters Score -507376.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -507383.562500 Penalty: 4126.337891
	Iteration 29Q: 3 clusters Score -507383.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -507390.531250 Penalty: 4126.337891
	Iteration 30Q: 3 clusters Score -507390.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -507391.656250 Penalty: 4126.337891
	Iteration 31Q: 3 clusters Score -507391.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -507393.843750 Penalty: 4126.337891
	Iteration 32Q: 3 clusters Score -507393.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -507396.250000 Penalty: 4126.337891
	Iteration 33Q: 3 clusters Score -507396.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -507399.125000 Penalty: 4126.337891
	Iteration 34Q: 3 clusters Score -507399.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -507402.156250 Penalty: 4126.337891
	Iteration 35Q: 3 clusters Score -507402.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -507402.500000 Penalty: 4126.337891
	Iteration 36Q: 3 clusters Score -507402.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -507402.562500 Penalty: 4126.337891
	Iteration 37Q: 3 clusters Score -507402.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -507402.562500 Penalty: 4126.337891
	Iteration 38F: 3 clusters Score -507402.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80829 members 
Entering Unmasked Estep 
Score: -10189986.000000 Penalty: 2802.422607
	Iteration 0F: 2 clusters Score -1.018999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -10135930.000000 Penalty: 5604.845215
	Iteration 0F: 3 clusters Score -1.013593e+07 nChanged 37982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -10157670.000000 Penalty: 5604.845215
	Iteration 1F: 3 clusters Score -1.015767e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -10158715.000000 Penalty: 5604.845215
	Iteration 2Q: 3 clusters Score -1.015872e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -10160364.000000 Penalty: 5604.845215
	Iteration 3Q: 3 clusters Score -1.016036e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -10163121.000000 Penalty: 5604.845215
	Iteration 4F: 3 clusters Score -1.016312e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56163 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -10167309.000000 Penalty: 5604.845215
	Iteration 5F: 3 clusters Score -1.016731e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61910 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -10172917.000000 Penalty: 5604.845215
	Iteration 6F: 3 clusters Score -1.017292e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67520 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -10178956.000000 Penalty: 5604.845215
	Iteration 7F: 3 clusters Score -1.017896e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71517 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -10183579.000000 Penalty: 5604.845215
	Iteration 8F: 3 clusters Score -1.018358e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73661 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -10186185.000000 Penalty: 5604.845215
	Iteration 9Q: 3 clusters Score -1.018618e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74671 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -10187215.000000 Penalty: 5604.845215
	Iteration 10Q: 3 clusters Score -1.018722e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75258 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -10187636.000000 Penalty: 5604.845215
	Iteration 11Q: 3 clusters Score -1.018764e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75665 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -10187870.000000 Penalty: 5604.845215
	Iteration 12Q: 3 clusters Score -1.018787e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75978 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -10187999.000000 Penalty: 5604.845215
	Iteration 13Q: 3 clusters Score -1.0188e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76257 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -10188042.000000 Penalty: 5604.845215
	Iteration 14Q: 3 clusters Score -1.018804e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76509 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -10188113.000000 Penalty: 5604.845215
	Iteration 15Q: 3 clusters Score -1.018811e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76712 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -10188166.000000 Penalty: 5604.845215
	Iteration 16Q: 3 clusters Score -1.018817e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76864 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -10188220.000000 Penalty: 5604.845215
	Iteration 17Q: 3 clusters Score -1.018822e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76993 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -10188241.000000 Penalty: 5604.845215
	Iteration 18Q: 3 clusters Score -1.018824e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -10188264.000000 Penalty: 5604.845215
	Iteration 19Q: 3 clusters Score -1.018826e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77207 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -10188312.000000 Penalty: 5604.845215
	Iteration 20F: 3 clusters Score -1.018831e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77301 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -10188349.000000 Penalty: 5604.845215
	Iteration 21Q: 3 clusters Score -1.018835e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77363 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -10188351.000000 Penalty: 5604.845215
	Iteration 22Q: 3 clusters Score -1.018835e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77422 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -10188356.000000 Penalty: 5604.845215
	Iteration 23Q: 3 clusters Score -1.018836e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77472 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -10188345.000000 Penalty: 5604.845215
	Iteration 24Q: 3 clusters Score -1.018834e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77524 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -10188357.000000 Penalty: 5604.845215
	Iteration 25Q: 3 clusters Score -1.018836e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77569 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -10188367.000000 Penalty: 5604.845215
	Iteration 26Q: 3 clusters Score -1.018837e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77605 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -10188387.000000 Penalty: 5604.845215
	Iteration 27Q: 3 clusters Score -1.018839e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77644 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -10188395.000000 Penalty: 5604.845215
	Iteration 28Q: 3 clusters Score -1.01884e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77660 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -10188384.000000 Penalty: 5604.845215
	Iteration 29Q: 3 clusters Score -1.018838e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77684 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -10188398.000000 Penalty: 5604.845215
	Iteration 30Q: 3 clusters Score -1.01884e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77704 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -10188416.000000 Penalty: 5604.845215
	Iteration 31Q: 3 clusters Score -1.018842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77718 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -10188424.000000 Penalty: 5604.845215
	Iteration 32Q: 3 clusters Score -1.018842e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77736 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -10188419.000000 Penalty: 5604.845215
	Iteration 33Q: 3 clusters Score -1.018842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77747 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -10188423.000000 Penalty: 5604.845215
	Iteration 34Q: 3 clusters Score -1.018842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77754 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -10188421.000000 Penalty: 5604.845215
	Iteration 35Q: 3 clusters Score -1.018842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77765 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -10188410.000000 Penalty: 5604.845215
	Iteration 36Q: 3 clusters Score -1.018841e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77777 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -10188402.000000 Penalty: 5604.845215
	Iteration 37Q: 3 clusters Score -1.01884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77785 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -10188401.000000 Penalty: 5604.845215
	Iteration 38Q: 3 clusters Score -1.01884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77793 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -10188404.000000 Penalty: 5604.845215
	Iteration 39Q: 3 clusters Score -1.01884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77798 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -10188398.000000 Penalty: 5604.845215
	Iteration 40F: 3 clusters Score -1.01884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77799 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -10188392.000000 Penalty: 5604.845215
	Iteration 41Q: 3 clusters Score -1.018839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77801 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -10188400.000000 Penalty: 5604.845215
	Iteration 42Q: 3 clusters Score -1.01884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77802 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -10188401.000000 Penalty: 5604.845215
	Iteration 43Q: 3 clusters Score -1.01884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77803 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -10188401.000000 Penalty: 5604.845215
	Iteration 44Q: 3 clusters Score -1.01884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77803 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -10188401.000000 Penalty: 5604.845215
	Iteration 45F: 3 clusters Score -1.01884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Entering Unmasked Estep 
Score: -1914086.875000 Penalty: 2396.062988
	Iteration 0F: 2 clusters Score -1914087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1902723.375000 Penalty: 4792.125977
	Iteration 0F: 3 clusters Score -1902723 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1906291.875000 Penalty: 4792.125977
	Iteration 1F: 3 clusters Score -1906292 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1906615.000000 Penalty: 4792.125977
	Iteration 2F: 3 clusters Score -1906615 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1906847.625000 Penalty: 4792.125977
	Iteration 3Q: 3 clusters Score -1906848 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1907034.625000 Penalty: 4792.125977
	Iteration 4Q: 3 clusters Score -1907035 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1907189.750000 Penalty: 4792.125977
	Iteration 5Q: 3 clusters Score -1907190 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1907312.750000 Penalty: 4792.125977
	Iteration 6Q: 3 clusters Score -1907313 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1907433.750000 Penalty: 4792.125977
	Iteration 7Q: 3 clusters Score -1907434 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1907535.750000 Penalty: 4792.125977
	Iteration 8Q: 3 clusters Score -1907536 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1907630.375000 Penalty: 4792.125977
	Iteration 9Q: 3 clusters Score -1907630 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1907730.375000 Penalty: 4792.125977
	Iteration 10Q: 3 clusters Score -1907730 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1907857.750000 Penalty: 4792.125977
	Iteration 11Q: 3 clusters Score -1907858 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1908003.375000 Penalty: 4792.125977
	Iteration 12Q: 3 clusters Score -1908003 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1908194.625000 Penalty: 4792.125977
	Iteration 13Q: 3 clusters Score -1908195 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1908466.750000 Penalty: 4792.125977
	Iteration 14Q: 3 clusters Score -1908467 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1908820.875000 Penalty: 4792.125977
	Iteration 15Q: 3 clusters Score -1908821 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1909271.500000 Penalty: 4792.125977
	Iteration 16Q: 3 clusters Score -1909272 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1909836.250000 Penalty: 4792.125977
	Iteration 17Q: 3 clusters Score -1909836 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1910478.625000 Penalty: 4792.125977
	Iteration 18Q: 3 clusters Score -1910479 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1911061.250000 Penalty: 4792.125977
	Iteration 19Q: 3 clusters Score -1911061 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1911450.750000 Penalty: 4792.125977
	Iteration 20F: 3 clusters Score -1911451 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1911652.250000 Penalty: 4792.125977
	Iteration 21Q: 3 clusters Score -1911652 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1911748.625000 Penalty: 4792.125977
	Iteration 22Q: 3 clusters Score -1911749 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1911814.125000 Penalty: 4792.125977
	Iteration 23Q: 3 clusters Score -1911814 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1911853.375000 Penalty: 4792.125977
	Iteration 24Q: 3 clusters Score -1911853 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1911883.000000 Penalty: 4792.125977
	Iteration 25Q: 3 clusters Score -1911883 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1911906.625000 Penalty: 4792.125977
	Iteration 26Q: 3 clusters Score -1911907 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1911929.125000 Penalty: 4792.125977
	Iteration 27Q: 3 clusters Score -1911929 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1911950.375000 Penalty: 4792.125977
	Iteration 28Q: 3 clusters Score -1911950 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1911971.250000 Penalty: 4792.125977
	Iteration 29Q: 3 clusters Score -1911971 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1911986.750000 Penalty: 4792.125977
	Iteration 30Q: 3 clusters Score -1911987 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1911992.625000 Penalty: 4792.125977
	Iteration 31Q: 3 clusters Score -1911993 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1912004.000000 Penalty: 4792.125977
	Iteration 32Q: 3 clusters Score -1912004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1912017.000000 Penalty: 4792.125977
	Iteration 33Q: 3 clusters Score -1912017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1912017.250000 Penalty: 4792.125977
	Iteration 34Q: 3 clusters Score -1912017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1912029.250000 Penalty: 4792.125977
	Iteration 35Q: 3 clusters Score -1912029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1912035.000000 Penalty: 4792.125977
	Iteration 36Q: 3 clusters Score -1912035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1912038.875000 Penalty: 4792.125977
	Iteration 37Q: 3 clusters Score -1912039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1912040.000000 Penalty: 4792.125977
	Iteration 38Q: 3 clusters Score -1912040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1912048.500000 Penalty: 4792.125977
	Iteration 39Q: 3 clusters Score -1912048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1912044.375000 Penalty: 4792.125977
	Iteration 40F: 3 clusters Score -1912044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1912039.625000 Penalty: 4792.125977
	Iteration 41Q: 3 clusters Score -1912040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1912045.250000 Penalty: 4792.125977
	Iteration 42Q: 3 clusters Score -1912045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1912049.000000 Penalty: 4792.125977
	Iteration 43Q: 3 clusters Score -1912049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1912047.875000 Penalty: 4792.125977
	Iteration 44Q: 3 clusters Score -1912048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1912051.125000 Penalty: 4792.125977
	Iteration 45Q: 3 clusters Score -1912051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1912052.750000 Penalty: 4792.125977
	Iteration 46Q: 3 clusters Score -1912053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1912051.250000 Penalty: 4792.125977
	Iteration 47Q: 3 clusters Score -1912051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1912052.125000 Penalty: 4792.125977
	Iteration 48Q: 3 clusters Score -1912052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1912052.125000 Penalty: 4792.125977
	Iteration 49F: 3 clusters Score -1912052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -49009.296875 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -49009.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47528.242188 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -47528.24 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47659.433594 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -47659.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -47697.917969 Penalty: 3006.482422
	Iteration 2Q: 3 clusters Score -47697.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -47716.250000 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -47716.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -47721.578125 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -47721.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -47721.578125 Penalty: 3006.482422
	Iteration 5F: 3 clusters Score -47721.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Entering Unmasked Estep 
Score: -2843483.000000 Penalty: 2517.489746
	Iteration 0F: 2 clusters Score -2843483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2825755.500000 Penalty: 5034.979492
	Iteration 0F: 3 clusters Score -2825756 nChanged 11565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2832113.750000 Penalty: 5034.979492
	Iteration 1F: 3 clusters Score -2832114 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2832688.500000 Penalty: 5034.979492
	Iteration 2F: 3 clusters Score -2832688 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2833223.250000 Penalty: 5034.979492
	Iteration 3F: 3 clusters Score -2833223 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2833824.750000 Penalty: 5034.979492
	Iteration 4Q: 3 clusters Score -2833825 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2834580.000000 Penalty: 5034.979492
	Iteration 5F: 3 clusters Score -2834580 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2835531.750000 Penalty: 5034.979492
	Iteration 6F: 3 clusters Score -2835532 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2836637.750000 Penalty: 5034.979492
	Iteration 7F: 3 clusters Score -2836638 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2837785.250000 Penalty: 5034.979492
	Iteration 8F: 3 clusters Score -2837785 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -2838886.000000 Penalty: 5034.979492
	Iteration 9F: 3 clusters Score -2838886 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -2839750.250000 Penalty: 5034.979492
	Iteration 10Q: 3 clusters Score -2839750 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -2840377.250000 Penalty: 5034.979492
	Iteration 11Q: 3 clusters Score -2840377 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -2840803.500000 Penalty: 5034.979492
	Iteration 12Q: 3 clusters Score -2840804 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -2841102.750000 Penalty: 5034.979492
	Iteration 13Q: 3 clusters Score -2841103 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -2841305.250000 Penalty: 5034.979492
	Iteration 14Q: 3 clusters Score -2841305 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -2841429.000000 Penalty: 5034.979492
	Iteration 15Q: 3 clusters Score -2841429 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -2841498.500000 Penalty: 5034.979492
	Iteration 16Q: 3 clusters Score -2841498 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -2841545.000000 Penalty: 5034.979492
	Iteration 17Q: 3 clusters Score -2841545 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -2841576.500000 Penalty: 5034.979492
	Iteration 18Q: 3 clusters Score -2841576 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -2841601.000000 Penalty: 5034.979492
	Iteration 19Q: 3 clusters Score -2841601 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -2841614.250000 Penalty: 5034.979492
	Iteration 20F: 3 clusters Score -2841614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -2841618.250000 Penalty: 5034.979492
	Iteration 21Q: 3 clusters Score -2841618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -2841631.750000 Penalty: 5034.979492
	Iteration 22Q: 3 clusters Score -2841632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -2841635.500000 Penalty: 5034.979492
	Iteration 23Q: 3 clusters Score -2841636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -2841635.000000 Penalty: 5034.979492
	Iteration 24Q: 3 clusters Score -2841635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -2841637.500000 Penalty: 5034.979492
	Iteration 25Q: 3 clusters Score -2841638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -2841637.500000 Penalty: 5034.979492
	Iteration 26F: 3 clusters Score -2841638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Entering Unmasked Estep 
Score: -2175663.750000 Penalty: 2420.842773
	Iteration 0F: 2 clusters Score -2175664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2163289.000000 Penalty: 4841.685547
	Iteration 0F: 3 clusters Score -2163289 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2167409.000000 Penalty: 4841.685547
	Iteration 1F: 3 clusters Score -2167409 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2167747.250000 Penalty: 4841.685547
	Iteration 2F: 3 clusters Score -2167747 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2168039.500000 Penalty: 4841.685547
	Iteration 3Q: 3 clusters Score -2168040 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2168345.250000 Penalty: 4841.685547
	Iteration 4Q: 3 clusters Score -2168345 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2168674.750000 Penalty: 4841.685547
	Iteration 5Q: 3 clusters Score -2168675 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2169052.500000 Penalty: 4841.685547
	Iteration 6Q: 3 clusters Score -2169052 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2169504.500000 Penalty: 4841.685547
	Iteration 7Q: 3 clusters Score -2169504 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2170019.000000 Penalty: 4841.685547
	Iteration 8Q: 3 clusters Score -2170019 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2170586.500000 Penalty: 4841.685547
	Iteration 9Q: 3 clusters Score -2170586 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2171222.250000 Penalty: 4841.685547
	Iteration 10Q: 3 clusters Score -2171222 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2171846.500000 Penalty: 4841.685547
	Iteration 11Q: 3 clusters Score -2171846 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2172343.750000 Penalty: 4841.685547
	Iteration 12Q: 3 clusters Score -2172344 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2172753.250000 Penalty: 4841.685547
	Iteration 13Q: 3 clusters Score -2172753 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2173054.250000 Penalty: 4841.685547
	Iteration 14Q: 3 clusters Score -2173054 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2173242.000000 Penalty: 4841.685547
	Iteration 15Q: 3 clusters Score -2173242 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2173357.000000 Penalty: 4841.685547
	Iteration 16Q: 3 clusters Score -2173357 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2173447.750000 Penalty: 4841.685547
	Iteration 17Q: 3 clusters Score -2173448 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2173511.000000 Penalty: 4841.685547
	Iteration 18Q: 3 clusters Score -2173511 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2173543.000000 Penalty: 4841.685547
	Iteration 19Q: 3 clusters Score -2173543 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2173566.500000 Penalty: 4841.685547
	Iteration 20F: 3 clusters Score -2173566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2173588.500000 Penalty: 4841.685547
	Iteration 21Q: 3 clusters Score -2173588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2173608.000000 Penalty: 4841.685547
	Iteration 22Q: 3 clusters Score -2173608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2173614.250000 Penalty: 4841.685547
	Iteration 23Q: 3 clusters Score -2173614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2173616.500000 Penalty: 4841.685547
	Iteration 24Q: 3 clusters Score -2173616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2173625.250000 Penalty: 4841.685547
	Iteration 25Q: 3 clusters Score -2173625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2173625.000000 Penalty: 4841.685547
	Iteration 26Q: 3 clusters Score -2173625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2173631.250000 Penalty: 4841.685547
	Iteration 27Q: 3 clusters Score -2173631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2173632.500000 Penalty: 4841.685547
	Iteration 28Q: 3 clusters Score -2173632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2173634.500000 Penalty: 4841.685547
	Iteration 29Q: 3 clusters Score -2173634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2173634.750000 Penalty: 4841.685547
	Iteration 30Q: 3 clusters Score -2173635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2173634.750000 Penalty: 4841.685547
	Iteration 31F: 3 clusters Score -2173635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (292292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292292 members 
Entering Unmasked Estep 
Score: -36256992.000000 Penalty: 3121.206055
	Iteration 0F: 2 clusters Score -3.625699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145760 members 
Mstep: Class 2 contains 146532 members 
Entering Unmasked Estep 
Score: -36070656.000000 Penalty: 6242.412109
	Iteration 0F: 3 clusters Score -3.607066e+07 nChanged 141450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137782 members 
Mstep: Class 2 contains 154510 members 
Entering Unmasked Estep 
Score: -36155712.000000 Penalty: 6242.412109
	Iteration 1F: 3 clusters Score -3.615571e+07 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132495 members 
Mstep: Class 2 contains 159797 members 
Entering Unmasked Estep 
Score: -36157796.000000 Penalty: 6242.412109
	Iteration 2Q: 3 clusters Score -3.61578e+07 nChanged 10408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124253 members 
Mstep: Class 2 contains 168039 members 
Entering Unmasked Estep 
Score: -36161428.000000 Penalty: 6242.412109
	Iteration 3Q: 3 clusters Score -3.616143e+07 nChanged 13678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112115 members 
Mstep: Class 2 contains 180177 members 
Entering Unmasked Estep 
Score: -36168000.000000 Penalty: 6242.412109
	Iteration 4Q: 3 clusters Score -3.6168e+07 nChanged 17794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95153 members 
Mstep: Class 2 contains 197139 members 
Entering Unmasked Estep 
Score: -36179080.000000 Penalty: 6242.412109
	Iteration 5F: 3 clusters Score -3.617908e+07 nChanged 22030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73571 members 
Mstep: Class 2 contains 218721 members 
Entering Unmasked Estep 
Score: -36194724.000000 Penalty: 6242.412109
	Iteration 6F: 3 clusters Score -3.619472e+07 nChanged 23414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 241891 members 
Entering Unmasked Estep 
Score: -36213604.000000 Penalty: 6242.412109
	Iteration 7F: 3 clusters Score -3.62136e+07 nChanged 19991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 261768 members 
Entering Unmasked Estep 
Score: -36230516.000000 Penalty: 6242.412109
	Iteration 8F: 3 clusters Score -3.623052e+07 nChanged 13331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 274989 members 
Entering Unmasked Estep 
Score: -36241440.000000 Penalty: 6242.412109
	Iteration 9Q: 3 clusters Score -3.624144e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 282488 members 
Entering Unmasked Estep 
Score: -36247368.000000 Penalty: 6242.412109
	Iteration 10Q: 3 clusters Score -3.624737e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 286395 members 
Entering Unmasked Estep 
Score: -36250488.000000 Penalty: 6242.412109
	Iteration 11Q: 3 clusters Score -3.625049e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 288384 members 
Entering Unmasked Estep 
Score: -36251988.000000 Penalty: 6242.412109
	Iteration 12Q: 3 clusters Score -3.625199e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 289439 members 
Entering Unmasked Estep 
Score: -36252876.000000 Penalty: 6242.412109
	Iteration 13Q: 3 clusters Score -3.625288e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 290035 members 
Entering Unmasked Estep 
Score: -36253428.000000 Penalty: 6242.412109
	Iteration 14Q: 3 clusters Score -3.625343e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 290373 members 
Entering Unmasked Estep 
Score: -36253624.000000 Penalty: 6242.412109
	Iteration 15Q: 3 clusters Score -3.625362e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 290572 members 
Entering Unmasked Estep 
Score: -36253796.000000 Penalty: 6242.412109
	Iteration 16Q: 3 clusters Score -3.62538e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 290730 members 
Entering Unmasked Estep 
Score: -36253952.000000 Penalty: 6242.412109
	Iteration 17Q: 3 clusters Score -3.625395e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 290830 members 
Entering Unmasked Estep 
Score: -36253960.000000 Penalty: 6242.412109
	Iteration 18Q: 3 clusters Score -3.625396e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 290925 members 
Entering Unmasked Estep 
Score: -36254056.000000 Penalty: 6242.412109
	Iteration 19Q: 3 clusters Score -3.625406e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 290998 members 
Entering Unmasked Estep 
Score: -36254124.000000 Penalty: 6242.412109
	Iteration 20F: 3 clusters Score -3.625412e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 291057 members 
Entering Unmasked Estep 
Score: -36254120.000000 Penalty: 6242.412109
	Iteration 21Q: 3 clusters Score -3.625412e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 291097 members 
Entering Unmasked Estep 
Score: -36254184.000000 Penalty: 6242.412109
	Iteration 22Q: 3 clusters Score -3.625418e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 291129 members 
Entering Unmasked Estep 
Score: -36254192.000000 Penalty: 6242.412109
	Iteration 23Q: 3 clusters Score -3.625419e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 291152 members 
Entering Unmasked Estep 
Score: -36254208.000000 Penalty: 6242.412109
	Iteration 24Q: 3 clusters Score -3.625421e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 291172 members 
Entering Unmasked Estep 
Score: -36254232.000000 Penalty: 6242.412109
	Iteration 25Q: 3 clusters Score -3.625423e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 291182 members 
Entering Unmasked Estep 
Score: -36254252.000000 Penalty: 6242.412109
	Iteration 26Q: 3 clusters Score -3.625425e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 291195 members 
Entering Unmasked Estep 
Score: -36254260.000000 Penalty: 6242.412109
	Iteration 27Q: 3 clusters Score -3.625426e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 291209 members 
Entering Unmasked Estep 
Score: -36254260.000000 Penalty: 6242.412109
	Iteration 28Q: 3 clusters Score -3.625426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 291219 members 
Entering Unmasked Estep 
Score: -36254260.000000 Penalty: 6242.412109
	Iteration 29Q: 3 clusters Score -3.625426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 291225 members 
Entering Unmasked Estep 
Score: -36254268.000000 Penalty: 6242.412109
	Iteration 30Q: 3 clusters Score -3.625427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 291226 members 
Entering Unmasked Estep 
Score: -36254248.000000 Penalty: 6242.412109
	Iteration 31Q: 3 clusters Score -3.625425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 291233 members 
Entering Unmasked Estep 
Score: -36254240.000000 Penalty: 6242.412109
	Iteration 32Q: 3 clusters Score -3.625424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 291241 members 
Entering Unmasked Estep 
Score: -36254236.000000 Penalty: 6242.412109
	Iteration 33Q: 3 clusters Score -3.625424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 291249 members 
Entering Unmasked Estep 
Score: -36254244.000000 Penalty: 6242.412109
	Iteration 34Q: 3 clusters Score -3.625424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 291252 members 
Entering Unmasked Estep 
Score: -36254248.000000 Penalty: 6242.412109
	Iteration 35Q: 3 clusters Score -3.625425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 291256 members 
Entering Unmasked Estep 
Score: -36254268.000000 Penalty: 6242.412109
	Iteration 36Q: 3 clusters Score -3.625427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 291258 members 
Entering Unmasked Estep 
Score: -36254264.000000 Penalty: 6242.412109
	Iteration 37Q: 3 clusters Score -3.625426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 291259 members 
Entering Unmasked Estep 
Score: -36254252.000000 Penalty: 6242.412109
	Iteration 38Q: 3 clusters Score -3.625425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 291261 members 
Entering Unmasked Estep 
Score: -36254260.000000 Penalty: 6242.412109
	Iteration 39Q: 3 clusters Score -3.625426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 291262 members 
Entering Unmasked Estep 
Score: -36254272.000000 Penalty: 6242.412109
	Iteration 40F: 3 clusters Score -3.625427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 291263 members 
Entering Unmasked Estep 
Score: -36254280.000000 Penalty: 6242.412109
	Iteration 41Q: 3 clusters Score -3.625428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 291263 members 
Entering Unmasked Estep 
Score: -36254280.000000 Penalty: 6242.412109
	Iteration 42F: 3 clusters Score -3.625428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Entering Unmasked Estep 
Score: -292398.031250 Penalty: 1959.449829
	Iteration 0F: 2 clusters Score -292398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -289316.656250 Penalty: 3918.899658
	Iteration 0F: 3 clusters Score -289316.7 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -289937.437500 Penalty: 3918.899658
	Iteration 1F: 3 clusters Score -289937.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -290115.843750 Penalty: 3918.899658
	Iteration 2F: 3 clusters Score -290115.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -290234.687500 Penalty: 3918.899658
	Iteration 3F: 3 clusters Score -290234.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -290346.687500 Penalty: 3918.899658
	Iteration 4Q: 3 clusters Score -290346.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -290469.406250 Penalty: 3918.899658
	Iteration 5Q: 3 clusters Score -290469.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -290564.000000 Penalty: 3918.899658
	Iteration 6Q: 3 clusters Score -290564 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -290638.281250 Penalty: 3918.899658
	Iteration 7Q: 3 clusters Score -290638.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -290703.250000 Penalty: 3918.899658
	Iteration 8Q: 3 clusters Score -290703.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -290759.750000 Penalty: 3918.899658
	Iteration 9Q: 3 clusters Score -290759.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -290803.562500 Penalty: 3918.899658
	Iteration 10Q: 3 clusters Score -290803.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -290830.500000 Penalty: 3918.899658
	Iteration 11Q: 3 clusters Score -290830.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -290855.187500 Penalty: 3918.899658
	Iteration 12Q: 3 clusters Score -290855.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -290876.937500 Penalty: 3918.899658
	Iteration 13Q: 3 clusters Score -290876.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -290896.687500 Penalty: 3918.899658
	Iteration 14Q: 3 clusters Score -290896.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -290914.250000 Penalty: 3918.899658
	Iteration 15Q: 3 clusters Score -290914.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -290934.093750 Penalty: 3918.899658
	Iteration 16Q: 3 clusters Score -290934.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -290947.750000 Penalty: 3918.899658
	Iteration 17Q: 3 clusters Score -290947.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -290955.125000 Penalty: 3918.899658
	Iteration 18Q: 3 clusters Score -290955.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -290961.781250 Penalty: 3918.899658
	Iteration 19Q: 3 clusters Score -290961.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -290968.343750 Penalty: 3918.899658
	Iteration 20F: 3 clusters Score -290968.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -290970.250000 Penalty: 3918.899658
	Iteration 21Q: 3 clusters Score -290970.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -290972.562500 Penalty: 3918.899658
	Iteration 22Q: 3 clusters Score -290972.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -290974.968750 Penalty: 3918.899658
	Iteration 23Q: 3 clusters Score -290975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -290976.937500 Penalty: 3918.899658
	Iteration 24Q: 3 clusters Score -290976.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -290977.718750 Penalty: 3918.899658
	Iteration 25Q: 3 clusters Score -290977.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -290981.062500 Penalty: 3918.899658
	Iteration 26Q: 3 clusters Score -290981.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -290982.750000 Penalty: 3918.899658
	Iteration 27Q: 3 clusters Score -290982.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -290984.093750 Penalty: 3918.899658
	Iteration 28Q: 3 clusters Score -290984.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -290983.875000 Penalty: 3918.899658
	Iteration 29Q: 3 clusters Score -290983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -290984.531250 Penalty: 3918.899658
	Iteration 30Q: 3 clusters Score -290984.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -290985.593750 Penalty: 3918.899658
	Iteration 31Q: 3 clusters Score -290985.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -290986.531250 Penalty: 3918.899658
	Iteration 32Q: 3 clusters Score -290986.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -290988.156250 Penalty: 3918.899658
	Iteration 33Q: 3 clusters Score -290988.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -290988.312500 Penalty: 3918.899658
	Iteration 34Q: 3 clusters Score -290988.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -290989.218750 Penalty: 3918.899658
	Iteration 35Q: 3 clusters Score -290989.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -290989.218750 Penalty: 3918.899658
	Iteration 36F: 3 clusters Score -290989.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Entering Unmasked Estep 
Score: -1025743.375000 Penalty: 2249.370850
	Iteration 0F: 2 clusters Score -1025743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1018924.250000 Penalty: 4498.741699
	Iteration 0F: 3 clusters Score -1018924 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1021196.125000 Penalty: 4498.741699
	Iteration 1F: 3 clusters Score -1021196 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1021905.625000 Penalty: 4498.741699
	Iteration 2F: 3 clusters Score -1021906 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1022510.687500 Penalty: 4498.741699
	Iteration 3F: 3 clusters Score -1022511 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1023086.687500 Penalty: 4498.741699
	Iteration 4F: 3 clusters Score -1023087 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1023537.375000 Penalty: 4498.741699
	Iteration 5F: 3 clusters Score -1023537 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1023843.250000 Penalty: 4498.741699
	Iteration 6F: 3 clusters Score -1023843 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1024060.562500 Penalty: 4498.741699
	Iteration 7Q: 3 clusters Score -1024061 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1024189.125000 Penalty: 4498.741699
	Iteration 8Q: 3 clusters Score -1024189 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1024268.875000 Penalty: 4498.741699
	Iteration 9Q: 3 clusters Score -1024269 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1024307.437500 Penalty: 4498.741699
	Iteration 10Q: 3 clusters Score -1024307 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1024332.312500 Penalty: 4498.741699
	Iteration 11Q: 3 clusters Score -1024332 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1024348.687500 Penalty: 4498.741699
	Iteration 12Q: 3 clusters Score -1024349 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1024364.187500 Penalty: 4498.741699
	Iteration 13Q: 3 clusters Score -1024364 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1024374.125000 Penalty: 4498.741699
	Iteration 14Q: 3 clusters Score -1024374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1024389.875000 Penalty: 4498.741699
	Iteration 15Q: 3 clusters Score -1024390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1024400.500000 Penalty: 4498.741699
	Iteration 16Q: 3 clusters Score -1024400 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1024412.687500 Penalty: 4498.741699
	Iteration 17Q: 3 clusters Score -1024413 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1024425.687500 Penalty: 4498.741699
	Iteration 18Q: 3 clusters Score -1024426 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1024435.250000 Penalty: 4498.741699
	Iteration 19Q: 3 clusters Score -1024435 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1024447.687500 Penalty: 4498.741699
	Iteration 20F: 3 clusters Score -1024448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1024455.875000 Penalty: 4498.741699
	Iteration 21Q: 3 clusters Score -1024456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1024460.875000 Penalty: 4498.741699
	Iteration 22Q: 3 clusters Score -1024461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1024469.250000 Penalty: 4498.741699
	Iteration 23Q: 3 clusters Score -1024469 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1024485.687500 Penalty: 4498.741699
	Iteration 24Q: 3 clusters Score -1024486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1024498.187500 Penalty: 4498.741699
	Iteration 25Q: 3 clusters Score -1024498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1024512.875000 Penalty: 4498.741699
	Iteration 26Q: 3 clusters Score -1024513 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1024520.500000 Penalty: 4498.741699
	Iteration 27Q: 3 clusters Score -1024520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1024527.187500 Penalty: 4498.741699
	Iteration 28Q: 3 clusters Score -1024527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1024536.562500 Penalty: 4498.741699
	Iteration 29Q: 3 clusters Score -1024537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1024544.812500 Penalty: 4498.741699
	Iteration 30Q: 3 clusters Score -1024545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1024551.187500 Penalty: 4498.741699
	Iteration 31Q: 3 clusters Score -1024551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1024554.562500 Penalty: 4498.741699
	Iteration 32Q: 3 clusters Score -1024555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1024557.937500 Penalty: 4498.741699
	Iteration 33Q: 3 clusters Score -1024558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1024562.375000 Penalty: 4498.741699
	Iteration 34Q: 3 clusters Score -1024562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1024569.625000 Penalty: 4498.741699
	Iteration 35Q: 3 clusters Score -1024570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1024575.375000 Penalty: 4498.741699
	Iteration 36Q: 3 clusters Score -1024575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1024581.312500 Penalty: 4498.741699
	Iteration 37Q: 3 clusters Score -1024581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1024591.812500 Penalty: 4498.741699
	Iteration 38Q: 3 clusters Score -1024592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1024599.562500 Penalty: 4498.741699
	Iteration 39Q: 3 clusters Score -1024600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1024610.375000 Penalty: 4498.741699
	Iteration 40F: 3 clusters Score -1024610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1024623.937500 Penalty: 4498.741699
	Iteration 41Q: 3 clusters Score -1024624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1024632.750000 Penalty: 4498.741699
	Iteration 42Q: 3 clusters Score -1024633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1024641.625000 Penalty: 4498.741699
	Iteration 43Q: 3 clusters Score -1024642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1024640.875000 Penalty: 4498.741699
	Iteration 44Q: 3 clusters Score -1024641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1024644.375000 Penalty: 4498.741699
	Iteration 45Q: 3 clusters Score -1024644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1024646.875000 Penalty: 4498.741699
	Iteration 46Q: 3 clusters Score -1024647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1024648.562500 Penalty: 4498.741699
	Iteration 47Q: 3 clusters Score -1024649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1024651.000000 Penalty: 4498.741699
	Iteration 48Q: 3 clusters Score -1024651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1024653.187500 Penalty: 4498.741699
	Iteration 49Q: 3 clusters Score -1024653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1024650.812500 Penalty: 4498.741699
	Iteration 50Q: 3 clusters Score -1024651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1024653.500000 Penalty: 4498.741699
	Iteration 51Q: 3 clusters Score -1024654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1024656.062500 Penalty: 4498.741699
	Iteration 52Q: 3 clusters Score -1024656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1024658.500000 Penalty: 4498.741699
	Iteration 53Q: 3 clusters Score -1024658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1024659.812500 Penalty: 4498.741699
	Iteration 54Q: 3 clusters Score -1024660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1024659.375000 Penalty: 4498.741699
	Iteration 55Q: 3 clusters Score -1024659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1024661.812500 Penalty: 4498.741699
	Iteration 56Q: 3 clusters Score -1024662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1024662.437500 Penalty: 4498.741699
	Iteration 57Q: 3 clusters Score -1024662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1024663.562500 Penalty: 4498.741699
	Iteration 58Q: 3 clusters Score -1024664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1024662.687500 Penalty: 4498.741699
	Iteration 59Q: 3 clusters Score -1024663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1024663.687500 Penalty: 4498.741699
	Iteration 60F: 3 clusters Score -1024664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1024665.875000 Penalty: 4498.741699
	Iteration 61Q: 3 clusters Score -1024666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1024672.250000 Penalty: 4498.741699
	Iteration 62Q: 3 clusters Score -1024672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1024672.375000 Penalty: 4498.741699
	Iteration 63Q: 3 clusters Score -1024672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1024675.562500 Penalty: 4498.741699
	Iteration 64Q: 3 clusters Score -1024676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1024681.125000 Penalty: 4498.741699
	Iteration 65Q: 3 clusters Score -1024681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1024684.687500 Penalty: 4498.741699
	Iteration 66Q: 3 clusters Score -1024685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1024687.875000 Penalty: 4498.741699
	Iteration 67Q: 3 clusters Score -1024688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1024686.312500 Penalty: 4498.741699
	Iteration 68Q: 3 clusters Score -1024686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1024689.000000 Penalty: 4498.741699
	Iteration 69Q: 3 clusters Score -1024689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1024689.312500 Penalty: 4498.741699
	Iteration 70Q: 3 clusters Score -1024689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1024689.687500 Penalty: 4498.741699
	Iteration 71Q: 3 clusters Score -1024690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1024691.187500 Penalty: 4498.741699
	Iteration 72Q: 3 clusters Score -1024691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1024696.187500 Penalty: 4498.741699
	Iteration 73Q: 3 clusters Score -1024696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1024698.875000 Penalty: 4498.741699
	Iteration 74Q: 3 clusters Score -1024699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1024700.937500 Penalty: 4498.741699
	Iteration 75Q: 3 clusters Score -1024701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1024704.937500 Penalty: 4498.741699
	Iteration 76Q: 3 clusters Score -1024705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1024706.125000 Penalty: 4498.741699
	Iteration 77Q: 3 clusters Score -1024706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1024705.187500 Penalty: 4498.741699
	Iteration 78Q: 3 clusters Score -1024705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1024706.437500 Penalty: 4498.741699
	Iteration 79Q: 3 clusters Score -1024706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1024706.250000 Penalty: 4498.741699
	Iteration 80F: 3 clusters Score -1024706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1024705.937500 Penalty: 4498.741699
	Iteration 81Q: 3 clusters Score -1024706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1024705.125000 Penalty: 4498.741699
	Iteration 82Q: 3 clusters Score -1024705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1024705.125000 Penalty: 4498.741699
	Iteration 83F: 3 clusters Score -1024705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Entering Unmasked Estep 
Score: -763137.500000 Penalty: 2171.149170
	Iteration 0F: 2 clusters Score -763137.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -757778.000000 Penalty: 4342.298340
	Iteration 0F: 3 clusters Score -757778 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -759146.375000 Penalty: 4342.298340
	Iteration 1F: 3 clusters Score -759146.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -759360.375000 Penalty: 4342.298340
	Iteration 2F: 3 clusters Score -759360.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -759482.500000 Penalty: 4342.298340
	Iteration 3Q: 3 clusters Score -759482.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -759558.875000 Penalty: 4342.298340
	Iteration 4Q: 3 clusters Score -759558.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -759625.625000 Penalty: 4342.298340
	Iteration 5Q: 3 clusters Score -759625.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -759690.312500 Penalty: 4342.298340
	Iteration 6Q: 3 clusters Score -759690.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -759757.875000 Penalty: 4342.298340
	Iteration 7Q: 3 clusters Score -759757.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -759813.437500 Penalty: 4342.298340
	Iteration 8Q: 3 clusters Score -759813.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -759868.312500 Penalty: 4342.298340
	Iteration 9Q: 3 clusters Score -759868.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -759927.875000 Penalty: 4342.298340
	Iteration 10Q: 3 clusters Score -759927.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -760007.187500 Penalty: 4342.298340
	Iteration 11Q: 3 clusters Score -760007.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -760096.375000 Penalty: 4342.298340
	Iteration 12Q: 3 clusters Score -760096.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -760186.687500 Penalty: 4342.298340
	Iteration 13Q: 3 clusters Score -760186.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -760280.812500 Penalty: 4342.298340
	Iteration 14Q: 3 clusters Score -760280.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -760380.250000 Penalty: 4342.298340
	Iteration 15Q: 3 clusters Score -760380.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -760501.875000 Penalty: 4342.298340
	Iteration 16Q: 3 clusters Score -760501.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -760658.625000 Penalty: 4342.298340
	Iteration 17Q: 3 clusters Score -760658.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -760791.875000 Penalty: 4342.298340
	Iteration 18Q: 3 clusters Score -760791.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -760908.687500 Penalty: 4342.298340
	Iteration 19Q: 3 clusters Score -760908.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -761025.875000 Penalty: 4342.298340
	Iteration 20F: 3 clusters Score -761025.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -761147.500000 Penalty: 4342.298340
	Iteration 21Q: 3 clusters Score -761147.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -761261.375000 Penalty: 4342.298340
	Iteration 22Q: 3 clusters Score -761261.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -761353.062500 Penalty: 4342.298340
	Iteration 23Q: 3 clusters Score -761353.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -761452.750000 Penalty: 4342.298340
	Iteration 24Q: 3 clusters Score -761452.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -761549.875000 Penalty: 4342.298340
	Iteration 25Q: 3 clusters Score -761549.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -761624.312500 Penalty: 4342.298340
	Iteration 26Q: 3 clusters Score -761624.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -761705.187500 Penalty: 4342.298340
	Iteration 27Q: 3 clusters Score -761705.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -761758.687500 Penalty: 4342.298340
	Iteration 28Q: 3 clusters Score -761758.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -761791.250000 Penalty: 4342.298340
	Iteration 29Q: 3 clusters Score -761791.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -761806.875000 Penalty: 4342.298340
	Iteration 30Q: 3 clusters Score -761806.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -761820.187500 Penalty: 4342.298340
	Iteration 31Q: 3 clusters Score -761820.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -761840.250000 Penalty: 4342.298340
	Iteration 32Q: 3 clusters Score -761840.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -761865.187500 Penalty: 4342.298340
	Iteration 33Q: 3 clusters Score -761865.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -761887.000000 Penalty: 4342.298340
	Iteration 34Q: 3 clusters Score -761887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -761900.375000 Penalty: 4342.298340
	Iteration 35Q: 3 clusters Score -761900.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -761906.375000 Penalty: 4342.298340
	Iteration 36Q: 3 clusters Score -761906.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -761915.687500 Penalty: 4342.298340
	Iteration 37Q: 3 clusters Score -761915.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -761926.750000 Penalty: 4342.298340
	Iteration 38Q: 3 clusters Score -761926.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -761942.375000 Penalty: 4342.298340
	Iteration 39Q: 3 clusters Score -761942.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -761956.000000 Penalty: 4342.298340
	Iteration 40F: 3 clusters Score -761956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -761967.187500 Penalty: 4342.298340
	Iteration 41Q: 3 clusters Score -761967.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -761978.750000 Penalty: 4342.298340
	Iteration 42Q: 3 clusters Score -761978.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -761983.875000 Penalty: 4342.298340
	Iteration 43Q: 3 clusters Score -761983.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -761993.125000 Penalty: 4342.298340
	Iteration 44Q: 3 clusters Score -761993.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -762000.375000 Penalty: 4342.298340
	Iteration 45Q: 3 clusters Score -762000.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -762004.750000 Penalty: 4342.298340
	Iteration 46Q: 3 clusters Score -762004.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -762008.562500 Penalty: 4342.298340
	Iteration 47Q: 3 clusters Score -762008.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -762007.500000 Penalty: 4342.298340
	Iteration 48Q: 3 clusters Score -762007.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -762008.937500 Penalty: 4342.298340
	Iteration 49Q: 3 clusters Score -762008.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -762009.562500 Penalty: 4342.298340
	Iteration 50Q: 3 clusters Score -762009.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -762012.812500 Penalty: 4342.298340
	Iteration 51Q: 3 clusters Score -762012.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -762015.312500 Penalty: 4342.298340
	Iteration 52Q: 3 clusters Score -762015.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -762016.375000 Penalty: 4342.298340
	Iteration 53Q: 3 clusters Score -762016.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -762016.687500 Penalty: 4342.298340
	Iteration 54Q: 3 clusters Score -762016.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -762016.687500 Penalty: 4342.298340
	Iteration 55F: 3 clusters Score -762016.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Entering Unmasked Estep 
Score: -1618135.000000 Penalty: 2350.752197
	Iteration 0F: 2 clusters Score -1618135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1608482.750000 Penalty: 4701.504395
	Iteration 0F: 3 clusters Score -1608483 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1611416.625000 Penalty: 4701.504395
	Iteration 1F: 3 clusters Score -1611417 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1611740.500000 Penalty: 4701.504395
	Iteration 2F: 3 clusters Score -1611740 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1612000.750000 Penalty: 4701.504395
	Iteration 3Q: 3 clusters Score -1612001 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1612250.000000 Penalty: 4701.504395
	Iteration 4Q: 3 clusters Score -1612250 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1612458.000000 Penalty: 4701.504395
	Iteration 5Q: 3 clusters Score -1612458 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1612706.125000 Penalty: 4701.504395
	Iteration 6Q: 3 clusters Score -1612706 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1613004.500000 Penalty: 4701.504395
	Iteration 7Q: 3 clusters Score -1613004 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1613372.750000 Penalty: 4701.504395
	Iteration 8Q: 3 clusters Score -1613373 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1613761.375000 Penalty: 4701.504395
	Iteration 9Q: 3 clusters Score -1613761 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1614162.125000 Penalty: 4701.504395
	Iteration 10Q: 3 clusters Score -1614162 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1614542.625000 Penalty: 4701.504395
	Iteration 11Q: 3 clusters Score -1614543 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1614782.750000 Penalty: 4701.504395
	Iteration 12Q: 3 clusters Score -1614783 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1614997.125000 Penalty: 4701.504395
	Iteration 13Q: 3 clusters Score -1614997 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1615166.375000 Penalty: 4701.504395
	Iteration 14Q: 3 clusters Score -1615166 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1615270.500000 Penalty: 4701.504395
	Iteration 15Q: 3 clusters Score -1615270 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1615342.625000 Penalty: 4701.504395
	Iteration 16Q: 3 clusters Score -1615343 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1615401.125000 Penalty: 4701.504395
	Iteration 17Q: 3 clusters Score -1615401 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1615456.625000 Penalty: 4701.504395
	Iteration 18Q: 3 clusters Score -1615457 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1615496.875000 Penalty: 4701.504395
	Iteration 19Q: 3 clusters Score -1615497 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1615535.625000 Penalty: 4701.504395
	Iteration 20F: 3 clusters Score -1615536 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1615574.375000 Penalty: 4701.504395
	Iteration 21Q: 3 clusters Score -1615574 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1615607.375000 Penalty: 4701.504395
	Iteration 22Q: 3 clusters Score -1615607 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1615629.125000 Penalty: 4701.504395
	Iteration 23Q: 3 clusters Score -1615629 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1615653.000000 Penalty: 4701.504395
	Iteration 24Q: 3 clusters Score -1615653 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1615680.000000 Penalty: 4701.504395
	Iteration 25Q: 3 clusters Score -1615680 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1615707.375000 Penalty: 4701.504395
	Iteration 26Q: 3 clusters Score -1615707 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1615735.375000 Penalty: 4701.504395
	Iteration 27Q: 3 clusters Score -1615735 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1615765.625000 Penalty: 4701.504395
	Iteration 28Q: 3 clusters Score -1615766 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1615799.125000 Penalty: 4701.504395
	Iteration 29Q: 3 clusters Score -1615799 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1615829.500000 Penalty: 4701.504395
	Iteration 30Q: 3 clusters Score -1615830 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1615856.500000 Penalty: 4701.504395
	Iteration 31Q: 3 clusters Score -1615856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1615882.125000 Penalty: 4701.504395
	Iteration 32Q: 3 clusters Score -1615882 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1615899.250000 Penalty: 4701.504395
	Iteration 33Q: 3 clusters Score -1615899 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1615917.750000 Penalty: 4701.504395
	Iteration 34Q: 3 clusters Score -1615918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1615929.375000 Penalty: 4701.504395
	Iteration 35Q: 3 clusters Score -1615929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1615942.875000 Penalty: 4701.504395
	Iteration 36Q: 3 clusters Score -1615943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1615954.500000 Penalty: 4701.504395
	Iteration 37Q: 3 clusters Score -1615954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1615960.625000 Penalty: 4701.504395
	Iteration 38Q: 3 clusters Score -1615961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1615967.125000 Penalty: 4701.504395
	Iteration 39Q: 3 clusters Score -1615967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1615968.250000 Penalty: 4701.504395
	Iteration 40F: 3 clusters Score -1615968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1615972.125000 Penalty: 4701.504395
	Iteration 41Q: 3 clusters Score -1615972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1615973.000000 Penalty: 4701.504395
	Iteration 42Q: 3 clusters Score -1615973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1615981.875000 Penalty: 4701.504395
	Iteration 43Q: 3 clusters Score -1615982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1615986.625000 Penalty: 4701.504395
	Iteration 44Q: 3 clusters Score -1615987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1615990.500000 Penalty: 4701.504395
	Iteration 45Q: 3 clusters Score -1615990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1615996.875000 Penalty: 4701.504395
	Iteration 46Q: 3 clusters Score -1615997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1616000.875000 Penalty: 4701.504395
	Iteration 47Q: 3 clusters Score -1616001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1616003.000000 Penalty: 4701.504395
	Iteration 48Q: 3 clusters Score -1616003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1616003.625000 Penalty: 4701.504395
	Iteration 49Q: 3 clusters Score -1616004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1616006.125000 Penalty: 4701.504395
	Iteration 50Q: 3 clusters Score -1616006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1616004.500000 Penalty: 4701.504395
	Iteration 51Q: 3 clusters Score -1616004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1616004.250000 Penalty: 4701.504395
	Iteration 52Q: 3 clusters Score -1616004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1616006.250000 Penalty: 4701.504395
	Iteration 53Q: 3 clusters Score -1616006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1616007.625000 Penalty: 4701.504395
	Iteration 54Q: 3 clusters Score -1616008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1616006.875000 Penalty: 4701.504395
	Iteration 55Q: 3 clusters Score -1616007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1616009.875000 Penalty: 4701.504395
	Iteration 56Q: 3 clusters Score -1616010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1616013.500000 Penalty: 4701.504395
	Iteration 57Q: 3 clusters Score -1616014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1616012.500000 Penalty: 4701.504395
	Iteration 58Q: 3 clusters Score -1616012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1616016.000000 Penalty: 4701.504395
	Iteration 59Q: 3 clusters Score -1616016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1616016.875000 Penalty: 4701.504395
	Iteration 60F: 3 clusters Score -1616017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1616023.875000 Penalty: 4701.504395
	Iteration 61Q: 3 clusters Score -1616024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1616021.250000 Penalty: 4701.504395
	Iteration 62Q: 3 clusters Score -1616021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1616024.625000 Penalty: 4701.504395
	Iteration 63Q: 3 clusters Score -1616025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1616027.375000 Penalty: 4701.504395
	Iteration 64Q: 3 clusters Score -1616027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1616028.750000 Penalty: 4701.504395
	Iteration 65Q: 3 clusters Score -1616029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1616029.625000 Penalty: 4701.504395
	Iteration 66Q: 3 clusters Score -1616030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1616030.250000 Penalty: 4701.504395
	Iteration 67Q: 3 clusters Score -1616030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1616031.125000 Penalty: 4701.504395
	Iteration 68Q: 3 clusters Score -1616031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1616031.125000 Penalty: 4701.504395
	Iteration 69F: 3 clusters Score -1616031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (276450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276450 members 
Entering Unmasked Estep 
Score: -34271584.000000 Penalty: 3107.386719
	Iteration 0F: 2 clusters Score -3.427158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137917 members 
Mstep: Class 2 contains 138533 members 
Entering Unmasked Estep 
Score: -34093320.000000 Penalty: 6214.773438
	Iteration 0F: 3 clusters Score -3.409332e+07 nChanged 133672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128301 members 
Mstep: Class 2 contains 148149 members 
Entering Unmasked Estep 
Score: -34173596.000000 Penalty: 6214.773438
	Iteration 1F: 3 clusters Score -3.41736e+07 nChanged 10909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121584 members 
Mstep: Class 2 contains 154866 members 
Entering Unmasked Estep 
Score: -34177608.000000 Penalty: 6214.773438
	Iteration 2Q: 3 clusters Score -3.417761e+07 nChanged 14360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111392 members 
Mstep: Class 2 contains 165058 members 
Entering Unmasked Estep 
Score: -34184224.000000 Penalty: 6214.773438
	Iteration 3F: 3 clusters Score -3.418422e+07 nChanged 18771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97023 members 
Mstep: Class 2 contains 179427 members 
Entering Unmasked Estep 
Score: -34195688.000000 Penalty: 6214.773438
	Iteration 4F: 3 clusters Score -3.419569e+07 nChanged 22418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78949 members 
Mstep: Class 2 contains 197501 members 
Entering Unmasked Estep 
Score: -34212488.000000 Penalty: 6214.773438
	Iteration 5F: 3 clusters Score -3.421249e+07 nChanged 22483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 216406 members 
Entering Unmasked Estep 
Score: -34231988.000000 Penalty: 6214.773438
	Iteration 6F: 3 clusters Score -3.423199e+07 nChanged 18116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 231600 members 
Entering Unmasked Estep 
Score: -34249168.000000 Penalty: 6214.773438
	Iteration 7F: 3 clusters Score -3.424917e+07 nChanged 11506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 240550 members 
Entering Unmasked Estep 
Score: -34259748.000000 Penalty: 6214.773438
	Iteration 8Q: 3 clusters Score -3.425975e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 245677 members 
Entering Unmasked Estep 
Score: -34264576.000000 Penalty: 6214.773438
	Iteration 9Q: 3 clusters Score -3.426458e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 249294 members 
Entering Unmasked Estep 
Score: -34266560.000000 Penalty: 6214.773438
	Iteration 10Q: 3 clusters Score -3.426656e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 252545 members 
Entering Unmasked Estep 
Score: -34267704.000000 Penalty: 6214.773438
	Iteration 11Q: 3 clusters Score -3.42677e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 255548 members 
Entering Unmasked Estep 
Score: -34268684.000000 Penalty: 6214.773438
	Iteration 12Q: 3 clusters Score -3.426868e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 258262 members 
Entering Unmasked Estep 
Score: -34269360.000000 Penalty: 6214.773438
	Iteration 13Q: 3 clusters Score -3.426936e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 260769 members 
Entering Unmasked Estep 
Score: -34270124.000000 Penalty: 6214.773438
	Iteration 14Q: 3 clusters Score -3.427012e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 262956 members 
Entering Unmasked Estep 
Score: -34270616.000000 Penalty: 6214.773438
	Iteration 15Q: 3 clusters Score -3.427062e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 264901 members 
Entering Unmasked Estep 
Score: -34270992.000000 Penalty: 6214.773438
	Iteration 16Q: 3 clusters Score -3.427099e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 266526 members 
Entering Unmasked Estep 
Score: -34270996.000000 Penalty: 6214.773438
	Iteration 17Q: 3 clusters Score -3.4271e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 267873 members 
Entering Unmasked Estep 
Score: -34271036.000000 Penalty: 6214.773438
	Iteration 18Q: 3 clusters Score -3.427104e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 269010 members 
Entering Unmasked Estep 
Score: -34271112.000000 Penalty: 6214.773438
	Iteration 19Q: 3 clusters Score -3.427111e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 269986 members 
Entering Unmasked Estep 
Score: -34270820.000000 Penalty: 6214.773438
	Iteration 20F: 3 clusters Score -3.427082e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 270782 members 
Entering Unmasked Estep 
Score: -34270712.000000 Penalty: 6214.773438
	Iteration 21Q: 3 clusters Score -3.427071e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 271455 members 
Entering Unmasked Estep 
Score: -34270676.000000 Penalty: 6214.773438
	Iteration 22Q: 3 clusters Score -3.427068e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 272019 members 
Entering Unmasked Estep 
Score: -34270620.000000 Penalty: 6214.773438
	Iteration 23Q: 3 clusters Score -3.427062e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 272481 members 
Entering Unmasked Estep 
Score: -34270556.000000 Penalty: 6214.773438
	Iteration 24Q: 3 clusters Score -3.427056e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 272835 members 
Entering Unmasked Estep 
Score: -34270600.000000 Penalty: 6214.773438
	Iteration 25Q: 3 clusters Score -3.42706e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 273120 members 
Entering Unmasked Estep 
Score: -34270488.000000 Penalty: 6214.773438
	Iteration 26Q: 3 clusters Score -3.427049e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 273331 members 
Entering Unmasked Estep 
Score: -34270456.000000 Penalty: 6214.773438
	Iteration 27Q: 3 clusters Score -3.427046e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 273507 members 
Entering Unmasked Estep 
Score: -34270428.000000 Penalty: 6214.773438
	Iteration 28Q: 3 clusters Score -3.427043e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 273642 members 
Entering Unmasked Estep 
Score: -34270468.000000 Penalty: 6214.773438
	Iteration 29Q: 3 clusters Score -3.427047e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 273753 members 
Entering Unmasked Estep 
Score: -34270464.000000 Penalty: 6214.773438
	Iteration 30Q: 3 clusters Score -3.427046e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 273848 members 
Entering Unmasked Estep 
Score: -34270448.000000 Penalty: 6214.773438
	Iteration 31Q: 3 clusters Score -3.427045e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 273931 members 
Entering Unmasked Estep 
Score: -34270388.000000 Penalty: 6214.773438
	Iteration 32Q: 3 clusters Score -3.427039e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 274004 members 
Entering Unmasked Estep 
Score: -34270372.000000 Penalty: 6214.773438
	Iteration 33Q: 3 clusters Score -3.427037e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 274064 members 
Entering Unmasked Estep 
Score: -34270368.000000 Penalty: 6214.773438
	Iteration 34Q: 3 clusters Score -3.427037e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 274122 members 
Entering Unmasked Estep 
Score: -34270372.000000 Penalty: 6214.773438
	Iteration 35Q: 3 clusters Score -3.427037e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 274182 members 
Entering Unmasked Estep 
Score: -34270376.000000 Penalty: 6214.773438
	Iteration 36Q: 3 clusters Score -3.427038e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 274239 members 
Entering Unmasked Estep 
Score: -34270360.000000 Penalty: 6214.773438
	Iteration 37Q: 3 clusters Score -3.427036e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 274279 members 
Entering Unmasked Estep 
Score: -34270372.000000 Penalty: 6214.773438
	Iteration 38Q: 3 clusters Score -3.427037e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 274309 members 
Entering Unmasked Estep 
Score: -34270360.000000 Penalty: 6214.773438
	Iteration 39Q: 3 clusters Score -3.427036e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 274343 members 
Entering Unmasked Estep 
Score: -34270400.000000 Penalty: 6214.773438
	Iteration 40F: 3 clusters Score -3.42704e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 274380 members 
Entering Unmasked Estep 
Score: -34270376.000000 Penalty: 6214.773438
	Iteration 41Q: 3 clusters Score -3.427038e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 274407 members 
Entering Unmasked Estep 
Score: -34270384.000000 Penalty: 6214.773438
	Iteration 42Q: 3 clusters Score -3.427038e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 274431 members 
Entering Unmasked Estep 
Score: -34270348.000000 Penalty: 6214.773438
	Iteration 43Q: 3 clusters Score -3.427035e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 274456 members 
Entering Unmasked Estep 
Score: -34270344.000000 Penalty: 6214.773438
	Iteration 44Q: 3 clusters Score -3.427034e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 274481 members 
Entering Unmasked Estep 
Score: -34270304.000000 Penalty: 6214.773438
	Iteration 45Q: 3 clusters Score -3.42703e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 274503 members 
Entering Unmasked Estep 
Score: -34270292.000000 Penalty: 6214.773438
	Iteration 46Q: 3 clusters Score -3.427029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 274520 members 
Entering Unmasked Estep 
Score: -34270296.000000 Penalty: 6214.773438
	Iteration 47Q: 3 clusters Score -3.42703e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 274539 members 
Entering Unmasked Estep 
Score: -34270308.000000 Penalty: 6214.773438
	Iteration 48Q: 3 clusters Score -3.427031e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 274555 members 
Entering Unmasked Estep 
Score: -34270304.000000 Penalty: 6214.773438
	Iteration 49Q: 3 clusters Score -3.42703e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 274575 members 
Entering Unmasked Estep 
Score: -34270272.000000 Penalty: 6214.773438
	Iteration 50Q: 3 clusters Score -3.427027e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 274594 members 
Entering Unmasked Estep 
Score: -34270284.000000 Penalty: 6214.773438
	Iteration 51Q: 3 clusters Score -3.427028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 274610 members 
Entering Unmasked Estep 
Score: -34270280.000000 Penalty: 6214.773438
	Iteration 52Q: 3 clusters Score -3.427028e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 274626 members 
Entering Unmasked Estep 
Score: -34270264.000000 Penalty: 6214.773438
	Iteration 53Q: 3 clusters Score -3.427026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 274635 members 
Entering Unmasked Estep 
Score: -34270264.000000 Penalty: 6214.773438
	Iteration 54Q: 3 clusters Score -3.427026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 274641 members 
Entering Unmasked Estep 
Score: -34270252.000000 Penalty: 6214.773438
	Iteration 55Q: 3 clusters Score -3.427025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 274651 members 
Entering Unmasked Estep 
Score: -34270236.000000 Penalty: 6214.773438
	Iteration 56Q: 3 clusters Score -3.427024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 274658 members 
Entering Unmasked Estep 
Score: -34270212.000000 Penalty: 6214.773438
	Iteration 57Q: 3 clusters Score -3.427021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 274664 members 
Entering Unmasked Estep 
Score: -34270200.000000 Penalty: 6214.773438
	Iteration 58Q: 3 clusters Score -3.42702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 274668 members 
Entering Unmasked Estep 
Score: -34270200.000000 Penalty: 6214.773438
	Iteration 59Q: 3 clusters Score -3.42702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 274670 members 
Entering Unmasked Estep 
Score: -34270208.000000 Penalty: 6214.773438
	Iteration 60F: 3 clusters Score -3.427021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 274672 members 
Entering Unmasked Estep 
Score: -34270212.000000 Penalty: 6214.773438
	Iteration 61Q: 3 clusters Score -3.427021e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 274672 members 
Entering Unmasked Estep 
Score: -34270212.000000 Penalty: 6214.773438
	Iteration 62F: 3 clusters Score -3.427021e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (171748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171748 members 
Entering Unmasked Estep 
Score: -21527736.000000 Penalty: 2989.338379
	Iteration 0F: 2 clusters Score -2.152774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85740 members 
Mstep: Class 2 contains 86008 members 
Entering Unmasked Estep 
Score: -21413740.000000 Penalty: 5978.676758
	Iteration 0F: 3 clusters Score -2.141374e+07 nChanged 82349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86541 members 
Mstep: Class 2 contains 85207 members 
Entering Unmasked Estep 
Score: -21461882.000000 Penalty: 5978.676758
	Iteration 1F: 3 clusters Score -2.146188e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86796 members 
Mstep: Class 2 contains 84952 members 
Entering Unmasked Estep 
Score: -21462840.000000 Penalty: 5978.676758
	Iteration 2Q: 3 clusters Score -2.146284e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87076 members 
Mstep: Class 2 contains 84672 members 
Entering Unmasked Estep 
Score: -21463916.000000 Penalty: 5978.676758
	Iteration 3Q: 3 clusters Score -2.146392e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87478 members 
Mstep: Class 2 contains 84270 members 
Entering Unmasked Estep 
Score: -21465020.000000 Penalty: 5978.676758
	Iteration 4Q: 3 clusters Score -2.146502e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88046 members 
Mstep: Class 2 contains 83702 members 
Entering Unmasked Estep 
Score: -21466294.000000 Penalty: 5978.676758
	Iteration 5Q: 3 clusters Score -2.146629e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88744 members 
Mstep: Class 2 contains 83004 members 
Entering Unmasked Estep 
Score: -21467726.000000 Penalty: 5978.676758
	Iteration 6Q: 3 clusters Score -2.146773e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89643 members 
Mstep: Class 2 contains 82105 members 
Entering Unmasked Estep 
Score: -21469386.000000 Penalty: 5978.676758
	Iteration 7Q: 3 clusters Score -2.146939e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90781 members 
Mstep: Class 2 contains 80967 members 
Entering Unmasked Estep 
Score: -21471144.000000 Penalty: 5978.676758
	Iteration 8Q: 3 clusters Score -2.147114e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92225 members 
Mstep: Class 2 contains 79523 members 
Entering Unmasked Estep 
Score: -21473196.000000 Penalty: 5978.676758
	Iteration 9Q: 3 clusters Score -2.14732e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94227 members 
Mstep: Class 2 contains 77521 members 
Entering Unmasked Estep 
Score: -21475796.000000 Penalty: 5978.676758
	Iteration 10Q: 3 clusters Score -2.14758e+07 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96600 members 
Mstep: Class 2 contains 75148 members 
Entering Unmasked Estep 
Score: -21479222.000000 Penalty: 5978.676758
	Iteration 11Q: 3 clusters Score -2.147922e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99548 members 
Mstep: Class 2 contains 72200 members 
Entering Unmasked Estep 
Score: -21483992.000000 Penalty: 5978.676758
	Iteration 12Q: 3 clusters Score -2.148399e+07 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102746 members 
Mstep: Class 2 contains 69002 members 
Entering Unmasked Estep 
Score: -21489902.000000 Penalty: 5978.676758
	Iteration 13F: 3 clusters Score -2.14899e+07 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105680 members 
Mstep: Class 2 contains 66068 members 
Entering Unmasked Estep 
Score: -21495438.000000 Penalty: 5978.676758
	Iteration 14Q: 3 clusters Score -2.149544e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108208 members 
Mstep: Class 2 contains 63540 members 
Entering Unmasked Estep 
Score: -21498810.000000 Penalty: 5978.676758
	Iteration 15Q: 3 clusters Score -2.149881e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110592 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -21500342.000000 Penalty: 5978.676758
	Iteration 16Q: 3 clusters Score -2.150034e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112861 members 
Mstep: Class 2 contains 58887 members 
Entering Unmasked Estep 
Score: -21501250.000000 Penalty: 5978.676758
	Iteration 17Q: 3 clusters Score -2.150125e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115269 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -21501980.000000 Penalty: 5978.676758
	Iteration 18Q: 3 clusters Score -2.150198e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117799 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -21502716.000000 Penalty: 5978.676758
	Iteration 19Q: 3 clusters Score -2.150272e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120477 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -21503442.000000 Penalty: 5978.676758
	Iteration 20F: 3 clusters Score -2.150344e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123251 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -21504452.000000 Penalty: 5978.676758
	Iteration 21Q: 3 clusters Score -2.150445e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126054 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -21505424.000000 Penalty: 5978.676758
	Iteration 22Q: 3 clusters Score -2.150542e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128920 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -21506364.000000 Penalty: 5978.676758
	Iteration 23Q: 3 clusters Score -2.150636e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131886 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -21507384.000000 Penalty: 5978.676758
	Iteration 24Q: 3 clusters Score -2.150738e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134794 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -21508546.000000 Penalty: 5978.676758
	Iteration 25Q: 3 clusters Score -2.150855e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137748 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -21509774.000000 Penalty: 5978.676758
	Iteration 26Q: 3 clusters Score -2.150977e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140710 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -21510980.000000 Penalty: 5978.676758
	Iteration 27Q: 3 clusters Score -2.151098e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143687 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -21512364.000000 Penalty: 5978.676758
	Iteration 28Q: 3 clusters Score -2.151236e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146552 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -21513730.000000 Penalty: 5978.676758
	Iteration 29Q: 3 clusters Score -2.151373e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149309 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -21515112.000000 Penalty: 5978.676758
	Iteration 30Q: 3 clusters Score -2.151511e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151889 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -21516392.000000 Penalty: 5978.676758
	Iteration 31Q: 3 clusters Score -2.151639e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154335 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -21517748.000000 Penalty: 5978.676758
	Iteration 32Q: 3 clusters Score -2.151775e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156618 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -21518984.000000 Penalty: 5978.676758
	Iteration 33Q: 3 clusters Score -2.151898e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158700 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -21519984.000000 Penalty: 5978.676758
	Iteration 34Q: 3 clusters Score -2.151998e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160528 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -21520940.000000 Penalty: 5978.676758
	Iteration 35Q: 3 clusters Score -2.152094e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162255 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -21521784.000000 Penalty: 5978.676758
	Iteration 36Q: 3 clusters Score -2.152178e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163660 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -21522534.000000 Penalty: 5978.676758
	Iteration 37Q: 3 clusters Score -2.152253e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164888 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -21523168.000000 Penalty: 5978.676758
	Iteration 38Q: 3 clusters Score -2.152317e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165869 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -21523638.000000 Penalty: 5978.676758
	Iteration 39Q: 3 clusters Score -2.152364e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166680 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -21524092.000000 Penalty: 5978.676758
	Iteration 40F: 3 clusters Score -2.152409e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167345 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -21524344.000000 Penalty: 5978.676758
	Iteration 41Q: 3 clusters Score -2.152434e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167849 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -21524498.000000 Penalty: 5978.676758
	Iteration 42Q: 3 clusters Score -2.15245e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168282 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -21524638.000000 Penalty: 5978.676758
	Iteration 43Q: 3 clusters Score -2.152464e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168646 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -21524776.000000 Penalty: 5978.676758
	Iteration 44Q: 3 clusters Score -2.152478e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168960 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -21524860.000000 Penalty: 5978.676758
	Iteration 45Q: 3 clusters Score -2.152486e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169200 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -21524938.000000 Penalty: 5978.676758
	Iteration 46Q: 3 clusters Score -2.152494e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169411 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -21525012.000000 Penalty: 5978.676758
	Iteration 47Q: 3 clusters Score -2.152501e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169586 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -21525004.000000 Penalty: 5978.676758
	Iteration 48Q: 3 clusters Score -2.1525e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169746 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -21525030.000000 Penalty: 5978.676758
	Iteration 49Q: 3 clusters Score -2.152503e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169867 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -21525070.000000 Penalty: 5978.676758
	Iteration 50Q: 3 clusters Score -2.152507e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169977 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -21525128.000000 Penalty: 5978.676758
	Iteration 51Q: 3 clusters Score -2.152513e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170063 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -21525148.000000 Penalty: 5978.676758
	Iteration 52Q: 3 clusters Score -2.152515e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170134 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -21525152.000000 Penalty: 5978.676758
	Iteration 53Q: 3 clusters Score -2.152515e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170206 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -21525200.000000 Penalty: 5978.676758
	Iteration 54Q: 3 clusters Score -2.15252e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170273 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -21525192.000000 Penalty: 5978.676758
	Iteration 55Q: 3 clusters Score -2.152519e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170320 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -21525252.000000 Penalty: 5978.676758
	Iteration 56Q: 3 clusters Score -2.152525e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170359 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -21525264.000000 Penalty: 5978.676758
	Iteration 57Q: 3 clusters Score -2.152526e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170395 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -21525270.000000 Penalty: 5978.676758
	Iteration 58Q: 3 clusters Score -2.152527e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170422 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -21525282.000000 Penalty: 5978.676758
	Iteration 59Q: 3 clusters Score -2.152528e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170445 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -21525286.000000 Penalty: 5978.676758
	Iteration 60F: 3 clusters Score -2.152529e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170468 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -21525302.000000 Penalty: 5978.676758
	Iteration 61Q: 3 clusters Score -2.15253e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170488 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -21525348.000000 Penalty: 5978.676758
	Iteration 62Q: 3 clusters Score -2.152535e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170505 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -21525350.000000 Penalty: 5978.676758
	Iteration 63Q: 3 clusters Score -2.152535e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170527 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -21525362.000000 Penalty: 5978.676758
	Iteration 64Q: 3 clusters Score -2.152536e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170541 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -21525390.000000 Penalty: 5978.676758
	Iteration 65Q: 3 clusters Score -2.152539e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170556 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -21525376.000000 Penalty: 5978.676758
	Iteration 66Q: 3 clusters Score -2.152538e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170570 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -21525364.000000 Penalty: 5978.676758
	Iteration 67Q: 3 clusters Score -2.152536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170582 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -21525372.000000 Penalty: 5978.676758
	Iteration 68Q: 3 clusters Score -2.152537e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170593 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -21525382.000000 Penalty: 5978.676758
	Iteration 69Q: 3 clusters Score -2.152538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170602 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -21525402.000000 Penalty: 5978.676758
	Iteration 70Q: 3 clusters Score -2.15254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170612 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -21525394.000000 Penalty: 5978.676758
	Iteration 71Q: 3 clusters Score -2.152539e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170626 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -21525374.000000 Penalty: 5978.676758
	Iteration 72Q: 3 clusters Score -2.152537e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170635 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -21525378.000000 Penalty: 5978.676758
	Iteration 73Q: 3 clusters Score -2.152538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170644 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -21525378.000000 Penalty: 5978.676758
	Iteration 74Q: 3 clusters Score -2.152538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170653 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -21525402.000000 Penalty: 5978.676758
	Iteration 75Q: 3 clusters Score -2.15254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170661 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -21525404.000000 Penalty: 5978.676758
	Iteration 76Q: 3 clusters Score -2.15254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170670 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -21525402.000000 Penalty: 5978.676758
	Iteration 77Q: 3 clusters Score -2.15254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170678 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -21525392.000000 Penalty: 5978.676758
	Iteration 78Q: 3 clusters Score -2.152539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170679 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -21525394.000000 Penalty: 5978.676758
	Iteration 79Q: 3 clusters Score -2.152539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170680 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -21525390.000000 Penalty: 5978.676758
	Iteration 80F: 3 clusters Score -2.152539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Entering Unmasked Estep 
Score: -3021219.250000 Penalty: 2511.285400
	Iteration 0F: 2 clusters Score -3021219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3003998.750000 Penalty: 5022.570801
	Iteration 0F: 3 clusters Score -3003999 nChanged 11135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -3010027.000000 Penalty: 5022.570801
	Iteration 1F: 3 clusters Score -3010027 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -3010653.750000 Penalty: 5022.570801
	Iteration 2F: 3 clusters Score -3010654 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -3011354.250000 Penalty: 5022.570801
	Iteration 3F: 3 clusters Score -3011354 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -3012144.250000 Penalty: 5022.570801
	Iteration 4F: 3 clusters Score -3012144 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -3013051.000000 Penalty: 5022.570801
	Iteration 5F: 3 clusters Score -3013051 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3014044.000000 Penalty: 5022.570801
	Iteration 6F: 3 clusters Score -3014044 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -3015121.000000 Penalty: 5022.570801
	Iteration 7F: 3 clusters Score -3015121 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -3016201.000000 Penalty: 5022.570801
	Iteration 8F: 3 clusters Score -3016201 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -3017166.250000 Penalty: 5022.570801
	Iteration 9Q: 3 clusters Score -3017166 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -3017953.250000 Penalty: 5022.570801
	Iteration 10Q: 3 clusters Score -3017953 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -3018481.500000 Penalty: 5022.570801
	Iteration 11Q: 3 clusters Score -3018482 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -3018866.250000 Penalty: 5022.570801
	Iteration 12Q: 3 clusters Score -3018866 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -3019109.000000 Penalty: 5022.570801
	Iteration 13Q: 3 clusters Score -3019109 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -3019275.250000 Penalty: 5022.570801
	Iteration 14Q: 3 clusters Score -3019275 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -3019430.750000 Penalty: 5022.570801
	Iteration 15Q: 3 clusters Score -3019431 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -3019530.250000 Penalty: 5022.570801
	Iteration 16Q: 3 clusters Score -3019530 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -3019630.750000 Penalty: 5022.570801
	Iteration 17Q: 3 clusters Score -3019631 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -3019721.250000 Penalty: 5022.570801
	Iteration 18Q: 3 clusters Score -3019721 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -3019798.500000 Penalty: 5022.570801
	Iteration 19Q: 3 clusters Score -3019798 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -3019834.750000 Penalty: 5022.570801
	Iteration 20F: 3 clusters Score -3019835 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -3019862.750000 Penalty: 5022.570801
	Iteration 21Q: 3 clusters Score -3019863 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3019880.500000 Penalty: 5022.570801
	Iteration 22Q: 3 clusters Score -3019880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -3019890.500000 Penalty: 5022.570801
	Iteration 23Q: 3 clusters Score -3019890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -3019893.500000 Penalty: 5022.570801
	Iteration 24Q: 3 clusters Score -3019894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -3019899.000000 Penalty: 5022.570801
	Iteration 25Q: 3 clusters Score -3019899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -3019901.500000 Penalty: 5022.570801
	Iteration 26Q: 3 clusters Score -3019902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -3019899.500000 Penalty: 5022.570801
	Iteration 27Q: 3 clusters Score -3019900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -3019900.250000 Penalty: 5022.570801
	Iteration 28Q: 3 clusters Score -3019900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3019906.000000 Penalty: 5022.570801
	Iteration 29Q: 3 clusters Score -3019906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -3019905.500000 Penalty: 5022.570801
	Iteration 30Q: 3 clusters Score -3019906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -3019906.500000 Penalty: 5022.570801
	Iteration 31Q: 3 clusters Score -3019906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -3019907.500000 Penalty: 5022.570801
	Iteration 32Q: 3 clusters Score -3019908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -3019907.500000 Penalty: 5022.570801
	Iteration 33Q: 3 clusters Score -3019908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -3019912.250000 Penalty: 5022.570801
	Iteration 34Q: 3 clusters Score -3019912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -3019909.500000 Penalty: 5022.570801
	Iteration 35Q: 3 clusters Score -3019910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -3019910.250000 Penalty: 5022.570801
	Iteration 36Q: 3 clusters Score -3019910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -3019910.000000 Penalty: 5022.570801
	Iteration 37Q: 3 clusters Score -3019910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -3019910.000000 Penalty: 5022.570801
	Iteration 38F: 3 clusters Score -3019910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Entering Unmasked Estep 
Score: -4463129.000000 Penalty: 2605.894775
	Iteration 0F: 2 clusters Score -4463129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -4438235.000000 Penalty: 5211.789551
	Iteration 0F: 3 clusters Score -4438235 nChanged 16708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -4447390.500000 Penalty: 5211.789551
	Iteration 1F: 3 clusters Score -4447390 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -4447847.500000 Penalty: 5211.789551
	Iteration 2Q: 3 clusters Score -4447848 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -4448237.000000 Penalty: 5211.789551
	Iteration 3Q: 3 clusters Score -4448237 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -4448573.500000 Penalty: 5211.789551
	Iteration 4Q: 3 clusters Score -4448574 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -4448889.000000 Penalty: 5211.789551
	Iteration 5Q: 3 clusters Score -4448889 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -4449185.500000 Penalty: 5211.789551
	Iteration 6Q: 3 clusters Score -4449186 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -4449510.000000 Penalty: 5211.789551
	Iteration 7Q: 3 clusters Score -4449510 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -4449824.000000 Penalty: 5211.789551
	Iteration 8Q: 3 clusters Score -4449824 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -4450169.500000 Penalty: 5211.789551
	Iteration 9Q: 3 clusters Score -4450170 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -4450665.500000 Penalty: 5211.789551
	Iteration 10Q: 3 clusters Score -4450666 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -4451289.500000 Penalty: 5211.789551
	Iteration 11Q: 3 clusters Score -4451290 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -4451989.500000 Penalty: 5211.789551
	Iteration 12Q: 3 clusters Score -4451990 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -4452739.000000 Penalty: 5211.789551
	Iteration 13Q: 3 clusters Score -4452739 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -4453551.000000 Penalty: 5211.789551
	Iteration 14Q: 3 clusters Score -4453551 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -4454405.000000 Penalty: 5211.789551
	Iteration 15Q: 3 clusters Score -4454405 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -4455298.500000 Penalty: 5211.789551
	Iteration 16Q: 3 clusters Score -4455298 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -4456197.500000 Penalty: 5211.789551
	Iteration 17Q: 3 clusters Score -4456198 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -4456975.000000 Penalty: 5211.789551
	Iteration 18Q: 3 clusters Score -4456975 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -4457561.000000 Penalty: 5211.789551
	Iteration 19Q: 3 clusters Score -4457561 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -4457996.500000 Penalty: 5211.789551
	Iteration 20F: 3 clusters Score -4457996 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -4458309.500000 Penalty: 5211.789551
	Iteration 21Q: 3 clusters Score -4458310 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -4458545.000000 Penalty: 5211.789551
	Iteration 22Q: 3 clusters Score -4458545 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -4458776.500000 Penalty: 5211.789551
	Iteration 23Q: 3 clusters Score -4458776 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -4458961.000000 Penalty: 5211.789551
	Iteration 24Q: 3 clusters Score -4458961 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -4459122.000000 Penalty: 5211.789551
	Iteration 25Q: 3 clusters Score -4459122 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -4459256.000000 Penalty: 5211.789551
	Iteration 26Q: 3 clusters Score -4459256 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -4459405.000000 Penalty: 5211.789551
	Iteration 27Q: 3 clusters Score -4459405 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -4459515.000000 Penalty: 5211.789551
	Iteration 28Q: 3 clusters Score -4459515 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -4459607.000000 Penalty: 5211.789551
	Iteration 29Q: 3 clusters Score -4459607 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -4459688.500000 Penalty: 5211.789551
	Iteration 30Q: 3 clusters Score -4459688 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -4459752.500000 Penalty: 5211.789551
	Iteration 31Q: 3 clusters Score -4459752 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -4459816.000000 Penalty: 5211.789551
	Iteration 32Q: 3 clusters Score -4459816 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -4459853.000000 Penalty: 5211.789551
	Iteration 33Q: 3 clusters Score -4459853 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -4459905.500000 Penalty: 5211.789551
	Iteration 34Q: 3 clusters Score -4459906 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -4459963.000000 Penalty: 5211.789551
	Iteration 35Q: 3 clusters Score -4459963 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -4459982.500000 Penalty: 5211.789551
	Iteration 36Q: 3 clusters Score -4459982 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -4460026.000000 Penalty: 5211.789551
	Iteration 37Q: 3 clusters Score -4460026 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -4460049.000000 Penalty: 5211.789551
	Iteration 38Q: 3 clusters Score -4460049 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -4460101.500000 Penalty: 5211.789551
	Iteration 39Q: 3 clusters Score -4460102 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -4460147.000000 Penalty: 5211.789551
	Iteration 40F: 3 clusters Score -4460147 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -4460195.500000 Penalty: 5211.789551
	Iteration 41Q: 3 clusters Score -4460196 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -4460215.500000 Penalty: 5211.789551
	Iteration 42Q: 3 clusters Score -4460216 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -4460269.000000 Penalty: 5211.789551
	Iteration 43Q: 3 clusters Score -4460269 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -4460315.500000 Penalty: 5211.789551
	Iteration 44Q: 3 clusters Score -4460316 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -4460360.500000 Penalty: 5211.789551
	Iteration 45Q: 3 clusters Score -4460360 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -4460402.000000 Penalty: 5211.789551
	Iteration 46Q: 3 clusters Score -4460402 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -4460458.000000 Penalty: 5211.789551
	Iteration 47Q: 3 clusters Score -4460458 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -4460512.500000 Penalty: 5211.789551
	Iteration 48Q: 3 clusters Score -4460512 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -4460524.000000 Penalty: 5211.789551
	Iteration 49Q: 3 clusters Score -4460524 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -4460581.500000 Penalty: 5211.789551
	Iteration 50Q: 3 clusters Score -4460582 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -4460613.000000 Penalty: 5211.789551
	Iteration 51Q: 3 clusters Score -4460613 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -4460633.000000 Penalty: 5211.789551
	Iteration 52Q: 3 clusters Score -4460633 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -4460658.500000 Penalty: 5211.789551
	Iteration 53Q: 3 clusters Score -4460658 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -4460669.500000 Penalty: 5211.789551
	Iteration 54Q: 3 clusters Score -4460670 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -4460683.500000 Penalty: 5211.789551
	Iteration 55Q: 3 clusters Score -4460684 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -4460686.000000 Penalty: 5211.789551
	Iteration 56Q: 3 clusters Score -4460686 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -4460719.500000 Penalty: 5211.789551
	Iteration 57Q: 3 clusters Score -4460720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -4460729.000000 Penalty: 5211.789551
	Iteration 58Q: 3 clusters Score -4460729 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -4460742.000000 Penalty: 5211.789551
	Iteration 59Q: 3 clusters Score -4460742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -4460747.500000 Penalty: 5211.789551
	Iteration 60F: 3 clusters Score -4460748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -4460760.500000 Penalty: 5211.789551
	Iteration 61Q: 3 clusters Score -4460760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -4460772.500000 Penalty: 5211.789551
	Iteration 62Q: 3 clusters Score -4460772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -4460775.500000 Penalty: 5211.789551
	Iteration 63Q: 3 clusters Score -4460776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -4460774.500000 Penalty: 5211.789551
	Iteration 64Q: 3 clusters Score -4460774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -4460778.000000 Penalty: 5211.789551
	Iteration 65Q: 3 clusters Score -4460778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -4460785.000000 Penalty: 5211.789551
	Iteration 66Q: 3 clusters Score -4460785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -4460789.000000 Penalty: 5211.789551
	Iteration 67Q: 3 clusters Score -4460789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -4460796.500000 Penalty: 5211.789551
	Iteration 68Q: 3 clusters Score -4460796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -4460799.500000 Penalty: 5211.789551
	Iteration 69Q: 3 clusters Score -4460800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -4460810.000000 Penalty: 5211.789551
	Iteration 70Q: 3 clusters Score -4460810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -4460816.500000 Penalty: 5211.789551
	Iteration 71Q: 3 clusters Score -4460816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -4460818.500000 Penalty: 5211.789551
	Iteration 72Q: 3 clusters Score -4460818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -4460820.500000 Penalty: 5211.789551
	Iteration 73Q: 3 clusters Score -4460820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -4460828.500000 Penalty: 5211.789551
	Iteration 74Q: 3 clusters Score -4460828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -4460829.500000 Penalty: 5211.789551
	Iteration 75Q: 3 clusters Score -4460830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -4460831.500000 Penalty: 5211.789551
	Iteration 76Q: 3 clusters Score -4460832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -4460827.500000 Penalty: 5211.789551
	Iteration 77Q: 3 clusters Score -4460828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -4460833.000000 Penalty: 5211.789551
	Iteration 78Q: 3 clusters Score -4460833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -4460838.500000 Penalty: 5211.789551
	Iteration 79Q: 3 clusters Score -4460838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -4460844.500000 Penalty: 5211.789551
	Iteration 80F: 3 clusters Score -4460844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -4460843.500000 Penalty: 5211.789551
	Iteration 81Q: 3 clusters Score -4460844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -4460843.000000 Penalty: 5211.789551
	Iteration 82Q: 3 clusters Score -4460843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -4460848.500000 Penalty: 5211.789551
	Iteration 83Q: 3 clusters Score -4460848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -4460856.000000 Penalty: 5211.789551
	Iteration 84Q: 3 clusters Score -4460856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -4460862.000000 Penalty: 5211.789551
	Iteration 85Q: 3 clusters Score -4460862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -4460867.500000 Penalty: 5211.789551
	Iteration 86Q: 3 clusters Score -4460868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -4460868.000000 Penalty: 5211.789551
	Iteration 87Q: 3 clusters Score -4460868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -4460872.000000 Penalty: 5211.789551
	Iteration 88Q: 3 clusters Score -4460872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -4460882.500000 Penalty: 5211.789551
	Iteration 89Q: 3 clusters Score -4460882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -4460891.000000 Penalty: 5211.789551
	Iteration 90Q: 3 clusters Score -4460891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -4460897.000000 Penalty: 5211.789551
	Iteration 91Q: 3 clusters Score -4460897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -4460897.500000 Penalty: 5211.789551
	Iteration 92Q: 3 clusters Score -4460898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -4460908.000000 Penalty: 5211.789551
	Iteration 93Q: 3 clusters Score -4460908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -4460910.000000 Penalty: 5211.789551
	Iteration 94Q: 3 clusters Score -4460910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -4460906.500000 Penalty: 5211.789551
	Iteration 95Q: 3 clusters Score -4460906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -4460905.000000 Penalty: 5211.789551
	Iteration 96Q: 3 clusters Score -4460905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -4460904.500000 Penalty: 5211.789551
	Iteration 97Q: 3 clusters Score -4460904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -4460905.500000 Penalty: 5211.789551
	Iteration 98Q: 3 clusters Score -4460906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -4460905.500000 Penalty: 5211.789551
	Iteration 99F: 3 clusters Score -4460906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Entering Unmasked Estep 
Score: -1715516.000000 Penalty: 2375.335205
	Iteration 0F: 2 clusters Score -1715516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1704991.750000 Penalty: 4750.670410
	Iteration 0F: 3 clusters Score -1704992 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1708287.250000 Penalty: 4750.670410
	Iteration 1F: 3 clusters Score -1708287 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1708718.000000 Penalty: 4750.670410
	Iteration 2F: 3 clusters Score -1708718 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1709105.500000 Penalty: 4750.670410
	Iteration 3F: 3 clusters Score -1709106 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1709499.375000 Penalty: 4750.670410
	Iteration 4F: 3 clusters Score -1709499 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1709906.000000 Penalty: 4750.670410
	Iteration 5F: 3 clusters Score -1709906 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1710297.125000 Penalty: 4750.670410
	Iteration 6Q: 3 clusters Score -1710297 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1710784.875000 Penalty: 4750.670410
	Iteration 7Q: 3 clusters Score -1710785 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1711366.625000 Penalty: 4750.670410
	Iteration 8F: 3 clusters Score -1711367 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1712045.750000 Penalty: 4750.670410
	Iteration 9F: 3 clusters Score -1712046 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1712763.750000 Penalty: 4750.670410
	Iteration 10F: 3 clusters Score -1712764 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1713342.875000 Penalty: 4750.670410
	Iteration 11Q: 3 clusters Score -1713343 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1713672.750000 Penalty: 4750.670410
	Iteration 12Q: 3 clusters Score -1713673 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1713843.625000 Penalty: 4750.670410
	Iteration 13Q: 3 clusters Score -1713844 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1713929.625000 Penalty: 4750.670410
	Iteration 14Q: 3 clusters Score -1713930 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1713968.500000 Penalty: 4750.670410
	Iteration 15Q: 3 clusters Score -1713968 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1713994.375000 Penalty: 4750.670410
	Iteration 16Q: 3 clusters Score -1713994 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1714011.125000 Penalty: 4750.670410
	Iteration 17Q: 3 clusters Score -1714011 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1714025.375000 Penalty: 4750.670410
	Iteration 18Q: 3 clusters Score -1714025 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1714033.750000 Penalty: 4750.670410
	Iteration 19Q: 3 clusters Score -1714034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1714041.375000 Penalty: 4750.670410
	Iteration 20F: 3 clusters Score -1714041 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1714050.000000 Penalty: 4750.670410
	Iteration 21Q: 3 clusters Score -1714050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1714050.750000 Penalty: 4750.670410
	Iteration 22Q: 3 clusters Score -1714051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1714054.625000 Penalty: 4750.670410
	Iteration 23Q: 3 clusters Score -1714055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1714056.250000 Penalty: 4750.670410
	Iteration 24Q: 3 clusters Score -1714056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1714060.375000 Penalty: 4750.670410
	Iteration 25Q: 3 clusters Score -1714060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1714063.375000 Penalty: 4750.670410
	Iteration 26Q: 3 clusters Score -1714063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1714063.000000 Penalty: 4750.670410
	Iteration 27Q: 3 clusters Score -1714063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1714064.750000 Penalty: 4750.670410
	Iteration 28Q: 3 clusters Score -1714065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1714065.000000 Penalty: 4750.670410
	Iteration 29Q: 3 clusters Score -1714065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1714067.750000 Penalty: 4750.670410
	Iteration 30Q: 3 clusters Score -1714068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1714069.875000 Penalty: 4750.670410
	Iteration 31Q: 3 clusters Score -1714070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1714066.875000 Penalty: 4750.670410
	Iteration 32Q: 3 clusters Score -1714067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1714070.000000 Penalty: 4750.670410
	Iteration 33Q: 3 clusters Score -1714070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1714071.250000 Penalty: 4750.670410
	Iteration 34Q: 3 clusters Score -1714071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1714075.375000 Penalty: 4750.670410
	Iteration 35Q: 3 clusters Score -1714075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1714073.500000 Penalty: 4750.670410
	Iteration 36Q: 3 clusters Score -1714074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1714072.625000 Penalty: 4750.670410
	Iteration 37Q: 3 clusters Score -1714073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1714071.250000 Penalty: 4750.670410
	Iteration 38Q: 3 clusters Score -1714071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1714071.000000 Penalty: 4750.670410
	Iteration 39Q: 3 clusters Score -1714071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1714071.000000 Penalty: 4750.670410
	Iteration 40F: 3 clusters Score -1714071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Entering Unmasked Estep 
Score: -381488.562500 Penalty: 2051.914062
	Iteration 0F: 2 clusters Score -381488.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -377699.625000 Penalty: 4103.828125
	Iteration 0F: 3 clusters Score -377699.6 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -378661.906250 Penalty: 4103.828125
	Iteration 1F: 3 clusters Score -378661.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -378942.812500 Penalty: 4103.828125
	Iteration 2F: 3 clusters Score -378942.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -379204.906250 Penalty: 4103.828125
	Iteration 3F: 3 clusters Score -379204.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -379433.062500 Penalty: 4103.828125
	Iteration 4F: 3 clusters Score -379433.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -379698.156250 Penalty: 4103.828125
	Iteration 5F: 3 clusters Score -379698.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -379943.843750 Penalty: 4103.828125
	Iteration 6F: 3 clusters Score -379943.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -380107.562500 Penalty: 4103.828125
	Iteration 7Q: 3 clusters Score -380107.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -380224.656250 Penalty: 4103.828125
	Iteration 8Q: 3 clusters Score -380224.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -380298.968750 Penalty: 4103.828125
	Iteration 9Q: 3 clusters Score -380299 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -380357.843750 Penalty: 4103.828125
	Iteration 10Q: 3 clusters Score -380357.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -380389.125000 Penalty: 4103.828125
	Iteration 11Q: 3 clusters Score -380389.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -380419.687500 Penalty: 4103.828125
	Iteration 12Q: 3 clusters Score -380419.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -380440.656250 Penalty: 4103.828125
	Iteration 13Q: 3 clusters Score -380440.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -380454.562500 Penalty: 4103.828125
	Iteration 14Q: 3 clusters Score -380454.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -380462.093750 Penalty: 4103.828125
	Iteration 15Q: 3 clusters Score -380462.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -380468.312500 Penalty: 4103.828125
	Iteration 16Q: 3 clusters Score -380468.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -380474.343750 Penalty: 4103.828125
	Iteration 17Q: 3 clusters Score -380474.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -380478.062500 Penalty: 4103.828125
	Iteration 18Q: 3 clusters Score -380478.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -380480.875000 Penalty: 4103.828125
	Iteration 19Q: 3 clusters Score -380480.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -380484.843750 Penalty: 4103.828125
	Iteration 20F: 3 clusters Score -380484.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -380486.187500 Penalty: 4103.828125
	Iteration 21Q: 3 clusters Score -380486.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -380488.593750 Penalty: 4103.828125
	Iteration 22Q: 3 clusters Score -380488.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -380491.750000 Penalty: 4103.828125
	Iteration 23Q: 3 clusters Score -380491.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -380493.062500 Penalty: 4103.828125
	Iteration 24Q: 3 clusters Score -380493.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -380493.593750 Penalty: 4103.828125
	Iteration 25Q: 3 clusters Score -380493.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -380495.843750 Penalty: 4103.828125
	Iteration 26Q: 3 clusters Score -380495.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -380497.187500 Penalty: 4103.828125
	Iteration 27Q: 3 clusters Score -380497.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -380497.812500 Penalty: 4103.828125
	Iteration 28Q: 3 clusters Score -380497.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -380497.812500 Penalty: 4103.828125
	Iteration 29F: 3 clusters Score -380497.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (78860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78860 members 
Entering Unmasked Estep 
Score: -9539818.000000 Penalty: 2796.306641
	Iteration 0F: 2 clusters Score -9539818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -9486863.000000 Penalty: 5592.613281
	Iteration 0F: 3 clusters Score -9486863 nChanged 37133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -9507667.000000 Penalty: 5592.613281
	Iteration 1F: 3 clusters Score -9507667 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -9508375.000000 Penalty: 5592.613281
	Iteration 2Q: 3 clusters Score -9508375 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -9509167.000000 Penalty: 5592.613281
	Iteration 3Q: 3 clusters Score -9509167 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -9510047.000000 Penalty: 5592.613281
	Iteration 4Q: 3 clusters Score -9510047 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -9511143.000000 Penalty: 5592.613281
	Iteration 5Q: 3 clusters Score -9511143 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -9512655.000000 Penalty: 5592.613281
	Iteration 6Q: 3 clusters Score -9512655 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -9514679.000000 Penalty: 5592.613281
	Iteration 7Q: 3 clusters Score -9514679 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -9517577.000000 Penalty: 5592.613281
	Iteration 8F: 3 clusters Score -9517577 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58417 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -9521462.000000 Penalty: 5592.613281
	Iteration 9F: 3 clusters Score -9521462 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63550 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -9525716.000000 Penalty: 5592.613281
	Iteration 10F: 3 clusters Score -9525716 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68049 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -9529492.000000 Penalty: 5592.613281
	Iteration 11F: 3 clusters Score -9529492 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71576 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -9532334.000000 Penalty: 5592.613281
	Iteration 12Q: 3 clusters Score -9532334 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74036 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -9534288.000000 Penalty: 5592.613281
	Iteration 13Q: 3 clusters Score -9534288 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75635 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -9535588.000000 Penalty: 5592.613281
	Iteration 14Q: 3 clusters Score -9535588 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76620 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -9536268.000000 Penalty: 5592.613281
	Iteration 15Q: 3 clusters Score -9536268 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77197 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -9536690.000000 Penalty: 5592.613281
	Iteration 16Q: 3 clusters Score -9536690 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77570 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -9536917.000000 Penalty: 5592.613281
	Iteration 17Q: 3 clusters Score -9536917 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -9537073.000000 Penalty: 5592.613281
	Iteration 18Q: 3 clusters Score -9537073 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77940 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -9537188.000000 Penalty: 5592.613281
	Iteration 19Q: 3 clusters Score -9537188 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78030 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9537235.000000 Penalty: 5592.613281
	Iteration 20F: 3 clusters Score -9537235 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78086 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9537274.000000 Penalty: 5592.613281
	Iteration 21Q: 3 clusters Score -9537274 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78131 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9537295.000000 Penalty: 5592.613281
	Iteration 22Q: 3 clusters Score -9537295 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78165 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9537330.000000 Penalty: 5592.613281
	Iteration 23Q: 3 clusters Score -9537330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78186 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9537339.000000 Penalty: 5592.613281
	Iteration 24Q: 3 clusters Score -9537339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78208 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9537352.000000 Penalty: 5592.613281
	Iteration 25Q: 3 clusters Score -9537352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78217 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9537370.000000 Penalty: 5592.613281
	Iteration 26Q: 3 clusters Score -9537370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78231 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9537377.000000 Penalty: 5592.613281
	Iteration 27Q: 3 clusters Score -9537377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78247 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9537396.000000 Penalty: 5592.613281
	Iteration 28Q: 3 clusters Score -9537396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78263 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9537410.000000 Penalty: 5592.613281
	Iteration 29Q: 3 clusters Score -9537410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78275 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9537419.000000 Penalty: 5592.613281
	Iteration 30Q: 3 clusters Score -9537419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78281 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9537418.000000 Penalty: 5592.613281
	Iteration 31Q: 3 clusters Score -9537418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78285 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9537425.000000 Penalty: 5592.613281
	Iteration 32Q: 3 clusters Score -9537425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78289 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -9537425.000000 Penalty: 5592.613281
	Iteration 33Q: 3 clusters Score -9537425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78292 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -9537419.000000 Penalty: 5592.613281
	Iteration 34Q: 3 clusters Score -9537419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78295 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9537426.000000 Penalty: 5592.613281
	Iteration 35Q: 3 clusters Score -9537426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78297 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9537428.000000 Penalty: 5592.613281
	Iteration 36Q: 3 clusters Score -9537428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78297 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9537428.000000 Penalty: 5592.613281
	Iteration 37F: 3 clusters Score -9537428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -193757.703125 Penalty: 1844.864990
	Iteration 0F: 2 clusters Score -193757.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -191278.250000 Penalty: 3689.729980
	Iteration 0F: 3 clusters Score -191278.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -191701.828125 Penalty: 3689.729980
	Iteration 1F: 3 clusters Score -191701.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -191850.984375 Penalty: 3689.729980
	Iteration 2F: 3 clusters Score -191851 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -191985.156250 Penalty: 3689.729980
	Iteration 3F: 3 clusters Score -191985.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -192082.484375 Penalty: 3689.729980
	Iteration 4Q: 3 clusters Score -192082.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -192173.328125 Penalty: 3689.729980
	Iteration 5Q: 3 clusters Score -192173.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -192284.390625 Penalty: 3689.729980
	Iteration 6Q: 3 clusters Score -192284.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -192471.171875 Penalty: 3689.729980
	Iteration 7Q: 3 clusters Score -192471.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -192676.265625 Penalty: 3689.729980
	Iteration 8Q: 3 clusters Score -192676.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -192869.937500 Penalty: 3689.729980
	Iteration 9Q: 3 clusters Score -192869.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -193122.562500 Penalty: 3689.729980
	Iteration 10Q: 3 clusters Score -193122.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -193372.671875 Penalty: 3689.729980
	Iteration 11Q: 3 clusters Score -193372.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -193510.828125 Penalty: 3689.729980
	Iteration 12Q: 3 clusters Score -193510.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -193585.875000 Penalty: 3689.729980
	Iteration 13Q: 3 clusters Score -193585.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -193625.515625 Penalty: 3689.729980
	Iteration 14Q: 3 clusters Score -193625.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -193666.531250 Penalty: 3689.729980
	Iteration 15Q: 3 clusters Score -193666.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -193702.843750 Penalty: 3689.729980
	Iteration 16Q: 3 clusters Score -193702.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -193731.718750 Penalty: 3689.729980
	Iteration 17Q: 3 clusters Score -193731.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -193768.609375 Penalty: 3689.729980
	Iteration 18Q: 3 clusters Score -193768.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -193811.390625 Penalty: 3689.729980
	Iteration 19Q: 3 clusters Score -193811.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -193921.515625 Penalty: 3689.729980
	Iteration 20F: 3 clusters Score -193921.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -194083.343750 Penalty: 3689.729980
	Iteration 21Q: 3 clusters Score -194083.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -194211.078125 Penalty: 3689.729980
	Iteration 22Q: 3 clusters Score -194211.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -194285.968750 Penalty: 3689.729980
	Iteration 23Q: 3 clusters Score -194286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -194323.203125 Penalty: 3689.729980
	Iteration 24Q: 3 clusters Score -194323.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -194363.531250 Penalty: 3689.729980
	Iteration 25Q: 3 clusters Score -194363.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -194395.578125 Penalty: 3689.729980
	Iteration 26Q: 3 clusters Score -194395.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -194434.250000 Penalty: 3689.729980
	Iteration 27Q: 3 clusters Score -194434.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -194487.546875 Penalty: 3689.729980
	Iteration 28Q: 3 clusters Score -194487.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -194521.453125 Penalty: 3689.729980
	Iteration 29Q: 3 clusters Score -194521.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -194566.250000 Penalty: 3689.729980
	Iteration 30Q: 3 clusters Score -194566.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -194621.546875 Penalty: 3689.729980
	Iteration 31Q: 3 clusters Score -194621.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -194678.796875 Penalty: 3689.729980
	Iteration 32Q: 3 clusters Score -194678.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -194740.187500 Penalty: 3689.729980
	Iteration 33Q: 3 clusters Score -194740.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -194790.515625 Penalty: 3689.729980
	Iteration 34Q: 3 clusters Score -194790.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -194863.390625 Penalty: 3689.729980
	Iteration 35Q: 3 clusters Score -194863.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -194926.968750 Penalty: 3689.729980
	Iteration 36Q: 3 clusters Score -194927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -194968.281250 Penalty: 3689.729980
	Iteration 37Q: 3 clusters Score -194968.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -194979.671875 Penalty: 3689.729980
	Iteration 38Q: 3 clusters Score -194979.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -194986.203125 Penalty: 3689.729980
	Iteration 39Q: 3 clusters Score -194986.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -194986.203125 Penalty: 3689.729980
	Iteration 40F: 3 clusters Score -194986.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 99050 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53185 members 
Mstep: Class 7 contains 15668 members 
Mstep: Class 8 contains 4102 members 
Mstep: Class 9 contains 80829 members 
Mstep: Class 10 contains 15702 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25621 members 
Mstep: Class 13 contains 17352 members 
Mstep: Class 14 contains 292292 members 
Mstep: Class 15 contains 2700 members 
Mstep: Class 16 contains 8691 members 
Mstep: Class 17 contains 6340 members 
Mstep: Class 18 contains 13080 members 
Mstep: Class 19 contains 276450 members 
Mstep: Class 20 contains 171748 members 
Mstep: Class 21 contains 24988 members 
Mstep: Class 22 contains 36594 members 
Mstep: Class 23 contains 14443 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 78860 members 
Mstep: Class 26 contains 871 members 
Mstep: Class 27 contains 2713 members 
Mstep: Class 28 contains 830 members 
Entering Unmasked Estep 
Score: -154617616.000000 Penalty: 97617.203125
Splitting cluster 26 changes total score from -154618256.000000 to -154617616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Entering Unmasked Estep 
Score: -306315.656250 Penalty: 1960.640991
	Iteration 0F: 2 clusters Score -306315.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -303289.625000 Penalty: 3921.281982
	Iteration 0F: 3 clusters Score -303289.6 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -303861.500000 Penalty: 3921.281982
	Iteration 1F: 3 clusters Score -303861.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -303992.000000 Penalty: 3921.281982
	Iteration 2F: 3 clusters Score -303992 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -304083.687500 Penalty: 3921.281982
	Iteration 3Q: 3 clusters Score -304083.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -304142.218750 Penalty: 3921.281982
	Iteration 4Q: 3 clusters Score -304142.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -304193.718750 Penalty: 3921.281982
	Iteration 5Q: 3 clusters Score -304193.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -304231.687500 Penalty: 3921.281982
	Iteration 6Q: 3 clusters Score -304231.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -304261.406250 Penalty: 3921.281982
	Iteration 7Q: 3 clusters Score -304261.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -304286.031250 Penalty: 3921.281982
	Iteration 8Q: 3 clusters Score -304286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -304312.343750 Penalty: 3921.281982
	Iteration 9Q: 3 clusters Score -304312.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -304334.656250 Penalty: 3921.281982
	Iteration 10Q: 3 clusters Score -304334.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -304354.500000 Penalty: 3921.281982
	Iteration 11Q: 3 clusters Score -304354.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -304373.406250 Penalty: 3921.281982
	Iteration 12Q: 3 clusters Score -304373.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -304386.500000 Penalty: 3921.281982
	Iteration 13Q: 3 clusters Score -304386.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -304402.562500 Penalty: 3921.281982
	Iteration 14Q: 3 clusters Score -304402.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -304416.875000 Penalty: 3921.281982
	Iteration 15Q: 3 clusters Score -304416.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -304427.750000 Penalty: 3921.281982
	Iteration 16Q: 3 clusters Score -304427.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -304438.343750 Penalty: 3921.281982
	Iteration 17Q: 3 clusters Score -304438.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -304448.843750 Penalty: 3921.281982
	Iteration 18Q: 3 clusters Score -304448.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -304458.781250 Penalty: 3921.281982
	Iteration 19Q: 3 clusters Score -304458.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -304468.687500 Penalty: 3921.281982
	Iteration 20F: 3 clusters Score -304468.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -304478.812500 Penalty: 3921.281982
	Iteration 21Q: 3 clusters Score -304478.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -304487.531250 Penalty: 3921.281982
	Iteration 22Q: 3 clusters Score -304487.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -304496.156250 Penalty: 3921.281982
	Iteration 23Q: 3 clusters Score -304496.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -304508.875000 Penalty: 3921.281982
	Iteration 24Q: 3 clusters Score -304508.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -304517.750000 Penalty: 3921.281982
	Iteration 25Q: 3 clusters Score -304517.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -304521.968750 Penalty: 3921.281982
	Iteration 26Q: 3 clusters Score -304522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -304524.625000 Penalty: 3921.281982
	Iteration 27Q: 3 clusters Score -304524.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -304529.250000 Penalty: 3921.281982
	Iteration 28Q: 3 clusters Score -304529.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -304535.906250 Penalty: 3921.281982
	Iteration 29Q: 3 clusters Score -304535.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -304544.156250 Penalty: 3921.281982
	Iteration 30Q: 3 clusters Score -304544.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -304551.281250 Penalty: 3921.281982
	Iteration 31Q: 3 clusters Score -304551.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -304553.968750 Penalty: 3921.281982
	Iteration 32Q: 3 clusters Score -304554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -304557.468750 Penalty: 3921.281982
	Iteration 33Q: 3 clusters Score -304557.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -304560.718750 Penalty: 3921.281982
	Iteration 34Q: 3 clusters Score -304560.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -304565.812500 Penalty: 3921.281982
	Iteration 35Q: 3 clusters Score -304565.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -304575.656250 Penalty: 3921.281982
	Iteration 36Q: 3 clusters Score -304575.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -304585.343750 Penalty: 3921.281982
	Iteration 37Q: 3 clusters Score -304585.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -304591.281250 Penalty: 3921.281982
	Iteration 38Q: 3 clusters Score -304591.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -304598.843750 Penalty: 3921.281982
	Iteration 39Q: 3 clusters Score -304598.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -304603.750000 Penalty: 3921.281982
	Iteration 40F: 3 clusters Score -304603.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -304612.375000 Penalty: 3921.281982
	Iteration 41Q: 3 clusters Score -304612.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -304619.718750 Penalty: 3921.281982
	Iteration 42Q: 3 clusters Score -304619.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -304631.343750 Penalty: 3921.281982
	Iteration 43Q: 3 clusters Score -304631.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -304640.718750 Penalty: 3921.281982
	Iteration 44Q: 3 clusters Score -304640.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -304648.000000 Penalty: 3921.281982
	Iteration 45Q: 3 clusters Score -304648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -304651.843750 Penalty: 3921.281982
	Iteration 46Q: 3 clusters Score -304651.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -304655.187500 Penalty: 3921.281982
	Iteration 47Q: 3 clusters Score -304655.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -304656.718750 Penalty: 3921.281982
	Iteration 48Q: 3 clusters Score -304656.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -304657.562500 Penalty: 3921.281982
	Iteration 49Q: 3 clusters Score -304657.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -304658.062500 Penalty: 3921.281982
	Iteration 50Q: 3 clusters Score -304658.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -304660.250000 Penalty: 3921.281982
	Iteration 51Q: 3 clusters Score -304660.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -304661.281250 Penalty: 3921.281982
	Iteration 52Q: 3 clusters Score -304661.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -304661.906250 Penalty: 3921.281982
	Iteration 53Q: 3 clusters Score -304661.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -304661.906250 Penalty: 3921.281982
	Iteration 54F: 3 clusters Score -304661.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 99050 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53185 members 
Mstep: Class 7 contains 15668 members 
Mstep: Class 8 contains 4102 members 
Mstep: Class 9 contains 80829 members 
Mstep: Class 10 contains 15702 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25621 members 
Mstep: Class 13 contains 17352 members 
Mstep: Class 14 contains 292292 members 
Mstep: Class 15 contains 2700 members 
Mstep: Class 16 contains 8691 members 
Mstep: Class 17 contains 6340 members 
Mstep: Class 18 contains 13080 members 
Mstep: Class 19 contains 276450 members 
Mstep: Class 20 contains 171748 members 
Mstep: Class 21 contains 24988 members 
Mstep: Class 22 contains 36594 members 
Mstep: Class 23 contains 14443 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 78860 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618272.000000 Penalty: 94130.875000
Iteration 239Q: 28 clusters Score -1.546183e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 99023 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53171 members 
Mstep: Class 7 contains 15669 members 
Mstep: Class 8 contains 4101 members 
Mstep: Class 9 contains 80828 members 
Mstep: Class 10 contains 15696 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25623 members 
Mstep: Class 13 contains 17330 members 
Mstep: Class 14 contains 292301 members 
Mstep: Class 15 contains 2700 members 
Mstep: Class 16 contains 8686 members 
Mstep: Class 17 contains 6341 members 
Mstep: Class 18 contains 13080 members 
Mstep: Class 19 contains 276534 members 
Mstep: Class 20 contains 171780 members 
Mstep: Class 21 contains 24987 members 
Mstep: Class 22 contains 36592 members 
Mstep: Class 23 contains 14442 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 78830 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618560.000000 Penalty: 94130.875000
Iteration 240F: 28 clusters Score -1.546186e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 98992 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53155 members 
Mstep: Class 7 contains 15666 members 
Mstep: Class 8 contains 4105 members 
Mstep: Class 9 contains 80823 members 
Mstep: Class 10 contains 15691 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25624 members 
Mstep: Class 13 contains 17317 members 
Mstep: Class 14 contains 292300 members 
Mstep: Class 15 contains 2700 members 
Mstep: Class 16 contains 8680 members 
Mstep: Class 17 contains 6341 members 
Mstep: Class 18 contains 13084 members 
Mstep: Class 19 contains 276606 members 
Mstep: Class 20 contains 171803 members 
Mstep: Class 21 contains 24984 members 
Mstep: Class 22 contains 36595 members 
Mstep: Class 23 contains 14445 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 78825 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618768.000000 Penalty: 94130.875000
Iteration 241Q: 28 clusters Score -1.546188e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 98953 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53142 members 
Mstep: Class 7 contains 15667 members 
Mstep: Class 8 contains 4103 members 
Mstep: Class 9 contains 80809 members 
Mstep: Class 10 contains 15688 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25624 members 
Mstep: Class 13 contains 17305 members 
Mstep: Class 14 contains 292320 members 
Mstep: Class 15 contains 2700 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 6340 members 
Mstep: Class 18 contains 13079 members 
Mstep: Class 19 contains 276679 members 
Mstep: Class 20 contains 171842 members 
Mstep: Class 21 contains 24983 members 
Mstep: Class 22 contains 36590 members 
Mstep: Class 23 contains 14446 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 78816 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618752.000000 Penalty: 94130.875000
Iteration 242Q: 28 clusters Score -1.546188e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 98903 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53137 members 
Mstep: Class 7 contains 15669 members 
Mstep: Class 8 contains 4103 members 
Mstep: Class 9 contains 80802 members 
Mstep: Class 10 contains 15686 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25623 members 
Mstep: Class 13 contains 17300 members 
Mstep: Class 14 contains 292322 members 
Mstep: Class 15 contains 2700 members 
Mstep: Class 16 contains 8670 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 13076 members 
Mstep: Class 19 contains 276766 members 
Mstep: Class 20 contains 171868 members 
Mstep: Class 21 contains 24984 members 
Mstep: Class 22 contains 36586 members 
Mstep: Class 23 contains 14454 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 78808 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618768.000000 Penalty: 94130.875000
Iteration 243Q: 28 clusters Score -1.546188e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 98867 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53133 members 
Mstep: Class 7 contains 15668 members 
Mstep: Class 8 contains 4103 members 
Mstep: Class 9 contains 80794 members 
Mstep: Class 10 contains 15681 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25620 members 
Mstep: Class 13 contains 17298 members 
Mstep: Class 14 contains 292352 members 
Mstep: Class 15 contains 2701 members 
Mstep: Class 16 contains 8667 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 13074 members 
Mstep: Class 19 contains 276819 members 
Mstep: Class 20 contains 171896 members 
Mstep: Class 21 contains 24984 members 
Mstep: Class 22 contains 36582 members 
Mstep: Class 23 contains 14457 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 78788 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618512.000000 Penalty: 94130.875000
Iteration 244Q: 28 clusters Score -1.546185e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 98825 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53135 members 
Mstep: Class 7 contains 15667 members 
Mstep: Class 8 contains 4104 members 
Mstep: Class 9 contains 80795 members 
Mstep: Class 10 contains 15678 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25615 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 292400 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 8665 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13074 members 
Mstep: Class 19 contains 276862 members 
Mstep: Class 20 contains 171910 members 
Mstep: Class 21 contains 24987 members 
Mstep: Class 22 contains 36579 members 
Mstep: Class 23 contains 14458 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 78766 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618512.000000 Penalty: 94130.875000
Iteration 245Q: 28 clusters Score -1.546185e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 98790 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53121 members 
Mstep: Class 7 contains 15668 members 
Mstep: Class 8 contains 4105 members 
Mstep: Class 9 contains 80796 members 
Mstep: Class 10 contains 15679 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25612 members 
Mstep: Class 13 contains 17277 members 
Mstep: Class 14 contains 292469 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 8661 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 13069 members 
Mstep: Class 19 contains 276875 members 
Mstep: Class 20 contains 171924 members 
Mstep: Class 21 contains 24990 members 
Mstep: Class 22 contains 36578 members 
Mstep: Class 23 contains 14462 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 78757 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618656.000000 Penalty: 94130.875000
Iteration 246Q: 28 clusters Score -1.546187e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 98739 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53098 members 
Mstep: Class 7 contains 15669 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 80804 members 
Mstep: Class 10 contains 15679 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25613 members 
Mstep: Class 13 contains 17269 members 
Mstep: Class 14 contains 292503 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 8657 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 13060 members 
Mstep: Class 19 contains 276912 members 
Mstep: Class 20 contains 171959 members 
Mstep: Class 21 contains 24986 members 
Mstep: Class 22 contains 36586 members 
Mstep: Class 23 contains 14467 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 78743 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618800.000000 Penalty: 94130.875000
Iteration 247Q: 28 clusters Score -1.546188e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 98712 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53078 members 
Mstep: Class 7 contains 15670 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 80813 members 
Mstep: Class 10 contains 15675 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25612 members 
Mstep: Class 13 contains 17264 members 
Mstep: Class 14 contains 292539 members 
Mstep: Class 15 contains 2710 members 
Mstep: Class 16 contains 8656 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13059 members 
Mstep: Class 19 contains 276915 members 
Mstep: Class 20 contains 171990 members 
Mstep: Class 21 contains 24987 members 
Mstep: Class 22 contains 36587 members 
Mstep: Class 23 contains 14473 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 78723 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618672.000000 Penalty: 94130.875000
Iteration 248Q: 28 clusters Score -1.546187e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 98671 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53061 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 80825 members 
Mstep: Class 10 contains 15673 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25610 members 
Mstep: Class 13 contains 17251 members 
Mstep: Class 14 contains 292577 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 8655 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 13058 members 
Mstep: Class 19 contains 276935 members 
Mstep: Class 20 contains 172035 members 
Mstep: Class 21 contains 24991 members 
Mstep: Class 22 contains 36584 members 
Mstep: Class 23 contains 14474 members 
Mstep: Class 24 contains 3917 members 
Mstep: Class 25 contains 78708 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618704.000000 Penalty: 94130.875000
Iteration 249Q: 28 clusters Score -1.546187e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 98637 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53037 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 80839 members 
Mstep: Class 10 contains 15669 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25606 members 
Mstep: Class 13 contains 17251 members 
Mstep: Class 14 contains 292584 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 6340 members 
Mstep: Class 18 contains 13056 members 
Mstep: Class 19 contains 276952 members 
Mstep: Class 20 contains 172103 members 
Mstep: Class 21 contains 24995 members 
Mstep: Class 22 contains 36590 members 
Mstep: Class 23 contains 14477 members 
Mstep: Class 24 contains 3916 members 
Mstep: Class 25 contains 78696 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618672.000000 Penalty: 94130.875000
Iteration 250Q: 28 clusters Score -1.546187e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 98595 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53023 members 
Mstep: Class 7 contains 15670 members 
Mstep: Class 8 contains 4105 members 
Mstep: Class 9 contains 80858 members 
Mstep: Class 10 contains 15668 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25605 members 
Mstep: Class 13 contains 17251 members 
Mstep: Class 14 contains 292602 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 6340 members 
Mstep: Class 18 contains 13057 members 
Mstep: Class 19 contains 276901 members 
Mstep: Class 20 contains 172206 members 
Mstep: Class 21 contains 24996 members 
Mstep: Class 22 contains 36589 members 
Mstep: Class 23 contains 14482 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 78682 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618896.000000 Penalty: 94130.875000
Iteration 251Q: 28 clusters Score -1.546189e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 98552 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53013 members 
Mstep: Class 7 contains 15670 members 
Mstep: Class 8 contains 4105 members 
Mstep: Class 9 contains 80891 members 
Mstep: Class 10 contains 15665 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25605 members 
Mstep: Class 13 contains 17248 members 
Mstep: Class 14 contains 292621 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 8644 members 
Mstep: Class 17 contains 6340 members 
Mstep: Class 18 contains 13059 members 
Mstep: Class 19 contains 276863 members 
Mstep: Class 20 contains 172275 members 
Mstep: Class 21 contains 24997 members 
Mstep: Class 22 contains 36588 members 
Mstep: Class 23 contains 14488 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 78671 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618624.000000 Penalty: 94130.875000
Iteration 252Q: 28 clusters Score -1.546186e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 98497 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53011 members 
Mstep: Class 7 contains 15673 members 
Mstep: Class 8 contains 4109 members 
Mstep: Class 9 contains 80898 members 
Mstep: Class 10 contains 15661 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25605 members 
Mstep: Class 13 contains 17238 members 
Mstep: Class 14 contains 292636 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 8638 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 13060 members 
Mstep: Class 19 contains 276870 members 
Mstep: Class 20 contains 172335 members 
Mstep: Class 21 contains 24998 members 
Mstep: Class 22 contains 36589 members 
Mstep: Class 23 contains 14487 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 78663 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618784.000000 Penalty: 94130.875000
Iteration 253Q: 28 clusters Score -1.546188e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 98462 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53006 members 
Mstep: Class 7 contains 15669 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 80901 members 
Mstep: Class 10 contains 15659 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25605 members 
Mstep: Class 13 contains 17227 members 
Mstep: Class 14 contains 292668 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 8635 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 13061 members 
Mstep: Class 19 contains 276852 members 
Mstep: Class 20 contains 172398 members 
Mstep: Class 21 contains 24996 members 
Mstep: Class 22 contains 36589 members 
Mstep: Class 23 contains 14494 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 78653 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618688.000000 Penalty: 94130.875000
Iteration 254Q: 28 clusters Score -1.546187e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 98439 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53009 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 80911 members 
Mstep: Class 10 contains 15655 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25606 members 
Mstep: Class 13 contains 17222 members 
Mstep: Class 14 contains 292680 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 8632 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 13061 members 
Mstep: Class 19 contains 276856 members 
Mstep: Class 20 contains 172445 members 
Mstep: Class 21 contains 24998 members 
Mstep: Class 22 contains 36590 members 
Mstep: Class 23 contains 14496 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 78628 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618848.000000 Penalty: 94130.875000
Iteration 255Q: 28 clusters Score -1.546188e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 98419 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53011 members 
Mstep: Class 7 contains 15676 members 
Mstep: Class 8 contains 4108 members 
Mstep: Class 9 contains 80910 members 
Mstep: Class 10 contains 15653 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25603 members 
Mstep: Class 13 contains 17219 members 
Mstep: Class 14 contains 292680 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 8630 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 13063 members 
Mstep: Class 19 contains 276860 members 
Mstep: Class 20 contains 172478 members 
Mstep: Class 21 contains 24998 members 
Mstep: Class 22 contains 36595 members 
Mstep: Class 23 contains 14500 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 78612 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618688.000000 Penalty: 94130.875000
Iteration 256Q: 28 clusters Score -1.546187e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 98395 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53008 members 
Mstep: Class 7 contains 15673 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 80914 members 
Mstep: Class 10 contains 15651 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25598 members 
Mstep: Class 13 contains 17214 members 
Mstep: Class 14 contains 292668 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 8628 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 13059 members 
Mstep: Class 19 contains 276870 members 
Mstep: Class 20 contains 172536 members 
Mstep: Class 21 contains 24999 members 
Mstep: Class 22 contains 36598 members 
Mstep: Class 23 contains 14501 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 78602 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618656.000000 Penalty: 94130.875000
Iteration 257Q: 28 clusters Score -1.546187e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 98360 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53006 members 
Mstep: Class 7 contains 15672 members 
Mstep: Class 8 contains 4109 members 
Mstep: Class 9 contains 80910 members 
Mstep: Class 10 contains 15653 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25595 members 
Mstep: Class 13 contains 17207 members 
Mstep: Class 14 contains 292639 members 
Mstep: Class 15 contains 2718 members 
Mstep: Class 16 contains 8627 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 13059 members 
Mstep: Class 19 contains 276923 members 
Mstep: Class 20 contains 172593 members 
Mstep: Class 21 contains 24999 members 
Mstep: Class 22 contains 36598 members 
Mstep: Class 23 contains 14499 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 78579 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618624.000000 Penalty: 94130.875000
Iteration 258Q: 28 clusters Score -1.546186e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 98335 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53011 members 
Mstep: Class 7 contains 15670 members 
Mstep: Class 8 contains 4108 members 
Mstep: Class 9 contains 80924 members 
Mstep: Class 10 contains 15651 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25593 members 
Mstep: Class 13 contains 17204 members 
Mstep: Class 14 contains 292621 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8626 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 13061 members 
Mstep: Class 19 contains 276945 members 
Mstep: Class 20 contains 172638 members 
Mstep: Class 21 contains 25000 members 
Mstep: Class 22 contains 36595 members 
Mstep: Class 23 contains 14505 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 78561 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618624.000000 Penalty: 94130.875000
Iteration 259Q: 28 clusters Score -1.546186e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 98313 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53006 members 
Mstep: Class 7 contains 15667 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 80935 members 
Mstep: Class 10 contains 15651 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25595 members 
Mstep: Class 13 contains 17208 members 
Mstep: Class 14 contains 292602 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8625 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 13059 members 
Mstep: Class 19 contains 276968 members 
Mstep: Class 20 contains 172663 members 
Mstep: Class 21 contains 25004 members 
Mstep: Class 22 contains 36595 members 
Mstep: Class 23 contains 14508 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 78544 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618656.000000 Penalty: 94130.875000
Iteration 260F: 28 clusters Score -1.546187e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 98292 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53006 members 
Mstep: Class 7 contains 15667 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 80938 members 
Mstep: Class 10 contains 15652 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25593 members 
Mstep: Class 13 contains 17207 members 
Mstep: Class 14 contains 292572 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8623 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 13054 members 
Mstep: Class 19 contains 277007 members 
Mstep: Class 20 contains 172704 members 
Mstep: Class 21 contains 25006 members 
Mstep: Class 22 contains 36597 members 
Mstep: Class 23 contains 14511 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 78530 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618800.000000 Penalty: 94130.875000
Iteration 261Q: 28 clusters Score -1.546188e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 98283 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53004 members 
Mstep: Class 7 contains 15665 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 80942 members 
Mstep: Class 10 contains 15652 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25590 members 
Mstep: Class 13 contains 17204 members 
Mstep: Class 14 contains 292556 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8620 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 13054 members 
Mstep: Class 19 contains 277027 members 
Mstep: Class 20 contains 172742 members 
Mstep: Class 21 contains 25007 members 
Mstep: Class 22 contains 36597 members 
Mstep: Class 23 contains 14515 members 
Mstep: Class 24 contains 3914 members 
Mstep: Class 25 contains 78519 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618720.000000 Penalty: 94130.875000
Iteration 262Q: 28 clusters Score -1.546187e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 98270 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53008 members 
Mstep: Class 7 contains 15664 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 80945 members 
Mstep: Class 10 contains 15649 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25590 members 
Mstep: Class 13 contains 17201 members 
Mstep: Class 14 contains 292533 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8617 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 13050 members 
Mstep: Class 19 contains 277054 members 
Mstep: Class 20 contains 172794 members 
Mstep: Class 21 contains 25006 members 
Mstep: Class 22 contains 36597 members 
Mstep: Class 23 contains 14517 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 78514 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618704.000000 Penalty: 94130.875000
Iteration 263Q: 28 clusters Score -1.546187e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 98253 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53015 members 
Mstep: Class 7 contains 15665 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 80962 members 
Mstep: Class 10 contains 15645 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25592 members 
Mstep: Class 13 contains 17198 members 
Mstep: Class 14 contains 292508 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8616 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 13048 members 
Mstep: Class 19 contains 277082 members 
Mstep: Class 20 contains 172827 members 
Mstep: Class 21 contains 25005 members 
Mstep: Class 22 contains 36597 members 
Mstep: Class 23 contains 14516 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 78504 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618752.000000 Penalty: 94130.875000
Iteration 264Q: 28 clusters Score -1.546188e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 98236 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53019 members 
Mstep: Class 7 contains 15665 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 80986 members 
Mstep: Class 10 contains 15647 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25594 members 
Mstep: Class 13 contains 17196 members 
Mstep: Class 14 contains 292505 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13045 members 
Mstep: Class 19 contains 277061 members 
Mstep: Class 20 contains 172875 members 
Mstep: Class 21 contains 25005 members 
Mstep: Class 22 contains 36594 members 
Mstep: Class 23 contains 14514 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 78488 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618624.000000 Penalty: 94130.875000
Iteration 265Q: 28 clusters Score -1.546186e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 98212 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53019 members 
Mstep: Class 7 contains 15668 members 
Mstep: Class 8 contains 4109 members 
Mstep: Class 9 contains 81002 members 
Mstep: Class 10 contains 15649 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25593 members 
Mstep: Class 13 contains 17195 members 
Mstep: Class 14 contains 292501 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8612 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13042 members 
Mstep: Class 19 contains 277082 members 
Mstep: Class 20 contains 172911 members 
Mstep: Class 21 contains 25007 members 
Mstep: Class 22 contains 36593 members 
Mstep: Class 23 contains 14515 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 78466 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618880.000000 Penalty: 94130.875000
Iteration 266Q: 28 clusters Score -1.546189e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 98189 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53015 members 
Mstep: Class 7 contains 15666 members 
Mstep: Class 8 contains 4109 members 
Mstep: Class 9 contains 81020 members 
Mstep: Class 10 contains 15648 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25594 members 
Mstep: Class 13 contains 17195 members 
Mstep: Class 14 contains 292503 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8611 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13038 members 
Mstep: Class 19 contains 277109 members 
Mstep: Class 20 contains 172919 members 
Mstep: Class 21 contains 25009 members 
Mstep: Class 22 contains 36596 members 
Mstep: Class 23 contains 14518 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 78453 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618848.000000 Penalty: 94130.875000
Iteration 267Q: 28 clusters Score -1.546188e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 98158 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53017 members 
Mstep: Class 7 contains 15667 members 
Mstep: Class 8 contains 4108 members 
Mstep: Class 9 contains 81035 members 
Mstep: Class 10 contains 15648 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25594 members 
Mstep: Class 13 contains 17198 members 
Mstep: Class 14 contains 292472 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 13034 members 
Mstep: Class 19 contains 277139 members 
Mstep: Class 20 contains 172948 members 
Mstep: Class 21 contains 25014 members 
Mstep: Class 22 contains 36595 members 
Mstep: Class 23 contains 14518 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 78452 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619136.000000 Penalty: 94130.875000
Iteration 268Q: 28 clusters Score -1.546191e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 98135 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53014 members 
Mstep: Class 7 contains 15665 members 
Mstep: Class 8 contains 4108 members 
Mstep: Class 9 contains 81049 members 
Mstep: Class 10 contains 15648 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25592 members 
Mstep: Class 13 contains 17201 members 
Mstep: Class 14 contains 292475 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 13030 members 
Mstep: Class 19 contains 277155 members 
Mstep: Class 20 contains 172982 members 
Mstep: Class 21 contains 25014 members 
Mstep: Class 22 contains 36595 members 
Mstep: Class 23 contains 14520 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 78440 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619136.000000 Penalty: 94130.875000
Iteration 269Q: 28 clusters Score -1.546191e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 98110 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53008 members 
Mstep: Class 7 contains 15666 members 
Mstep: Class 8 contains 4109 members 
Mstep: Class 9 contains 81057 members 
Mstep: Class 10 contains 15646 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25592 members 
Mstep: Class 13 contains 17202 members 
Mstep: Class 14 contains 292496 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 13033 members 
Mstep: Class 19 contains 277141 members 
Mstep: Class 20 contains 173022 members 
Mstep: Class 21 contains 25013 members 
Mstep: Class 22 contains 36591 members 
Mstep: Class 23 contains 14524 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 78425 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619104.000000 Penalty: 94130.875000
Iteration 270Q: 28 clusters Score -1.546191e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2042 members 
Mstep: Class 4 contains 98098 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53006 members 
Mstep: Class 7 contains 15664 members 
Mstep: Class 8 contains 4111 members 
Mstep: Class 9 contains 81063 members 
Mstep: Class 10 contains 15645 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25592 members 
Mstep: Class 13 contains 17206 members 
Mstep: Class 14 contains 292510 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 13027 members 
Mstep: Class 19 contains 277136 members 
Mstep: Class 20 contains 173055 members 
Mstep: Class 21 contains 25015 members 
Mstep: Class 22 contains 36585 members 
Mstep: Class 23 contains 14522 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 78415 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619296.000000 Penalty: 94130.875000
Iteration 271Q: 28 clusters Score -1.546193e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 98094 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53009 members 
Mstep: Class 7 contains 15662 members 
Mstep: Class 8 contains 4112 members 
Mstep: Class 9 contains 81083 members 
Mstep: Class 10 contains 15645 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25593 members 
Mstep: Class 13 contains 17206 members 
Mstep: Class 14 contains 292489 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 13023 members 
Mstep: Class 19 contains 277153 members 
Mstep: Class 20 contains 173062 members 
Mstep: Class 21 contains 25017 members 
Mstep: Class 22 contains 36582 members 
Mstep: Class 23 contains 14526 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 78405 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619008.000000 Penalty: 94130.875000
Iteration 272Q: 28 clusters Score -1.54619e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 98096 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53007 members 
Mstep: Class 7 contains 15663 members 
Mstep: Class 8 contains 4114 members 
Mstep: Class 9 contains 81101 members 
Mstep: Class 10 contains 15646 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25594 members 
Mstep: Class 13 contains 17206 members 
Mstep: Class 14 contains 292463 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 13017 members 
Mstep: Class 19 contains 277167 members 
Mstep: Class 20 contains 173085 members 
Mstep: Class 21 contains 25014 members 
Mstep: Class 22 contains 36581 members 
Mstep: Class 23 contains 14526 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 78394 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619120.000000 Penalty: 94130.875000
Iteration 273Q: 28 clusters Score -1.546191e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 98074 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53004 members 
Mstep: Class 7 contains 15662 members 
Mstep: Class 8 contains 4114 members 
Mstep: Class 9 contains 81124 members 
Mstep: Class 10 contains 15643 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25593 members 
Mstep: Class 13 contains 17202 members 
Mstep: Class 14 contains 292460 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 6334 members 
Mstep: Class 18 contains 13018 members 
Mstep: Class 19 contains 277155 members 
Mstep: Class 20 contains 173136 members 
Mstep: Class 21 contains 25014 members 
Mstep: Class 22 contains 36579 members 
Mstep: Class 23 contains 14531 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 78384 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619040.000000 Penalty: 94130.875000
Iteration 274Q: 28 clusters Score -1.54619e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 98053 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52998 members 
Mstep: Class 7 contains 15660 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 81151 members 
Mstep: Class 10 contains 15641 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25593 members 
Mstep: Class 13 contains 17204 members 
Mstep: Class 14 contains 292460 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 13018 members 
Mstep: Class 19 contains 277111 members 
Mstep: Class 20 contains 173210 members 
Mstep: Class 21 contains 25016 members 
Mstep: Class 22 contains 36576 members 
Mstep: Class 23 contains 14531 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 78369 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618912.000000 Penalty: 94130.875000
Iteration 275Q: 28 clusters Score -1.546189e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 98038 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52998 members 
Mstep: Class 7 contains 15657 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 81176 members 
Mstep: Class 10 contains 15637 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25593 members 
Mstep: Class 13 contains 17206 members 
Mstep: Class 14 contains 292446 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 13019 members 
Mstep: Class 19 contains 277099 members 
Mstep: Class 20 contains 173252 members 
Mstep: Class 21 contains 25018 members 
Mstep: Class 22 contains 36577 members 
Mstep: Class 23 contains 14533 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 78357 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619088.000000 Penalty: 94130.875000
Iteration 276Q: 28 clusters Score -1.546191e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 98025 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 15658 members 
Mstep: Class 8 contains 4114 members 
Mstep: Class 9 contains 81208 members 
Mstep: Class 10 contains 15634 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25592 members 
Mstep: Class 13 contains 17204 members 
Mstep: Class 14 contains 292418 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 13014 members 
Mstep: Class 19 contains 277109 members 
Mstep: Class 20 contains 173300 members 
Mstep: Class 21 contains 25015 members 
Mstep: Class 22 contains 36580 members 
Mstep: Class 23 contains 14534 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 78345 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619008.000000 Penalty: 94130.875000
Iteration 277Q: 28 clusters Score -1.54619e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 97996 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52985 members 
Mstep: Class 7 contains 15655 members 
Mstep: Class 8 contains 4114 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 15631 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25593 members 
Mstep: Class 13 contains 17206 members 
Mstep: Class 14 contains 292429 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 13009 members 
Mstep: Class 19 contains 277097 members 
Mstep: Class 20 contains 173344 members 
Mstep: Class 21 contains 25016 members 
Mstep: Class 22 contains 36580 members 
Mstep: Class 23 contains 14536 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 78339 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619200.000000 Penalty: 94130.875000
Iteration 278Q: 28 clusters Score -1.546192e+08 nChanged 474
Entering ConstructFrom: 
Score: -154619200.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (24009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Entering Unmasked Estep 
Score: -3001837.250000 Penalty: 2501.373535
	Iteration 0F: 2 clusters Score -3001837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2985284.250000 Penalty: 5002.747070
	Iteration 0F: 3 clusters Score -2985284 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2991031.500000 Penalty: 5002.747070
	Iteration 1F: 3 clusters Score -2991032 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2991517.750000 Penalty: 5002.747070
	Iteration 2F: 3 clusters Score -2991518 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2992009.250000 Penalty: 5002.747070
	Iteration 3F: 3 clusters Score -2992009 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2992601.000000 Penalty: 5002.747070
	Iteration 4F: 3 clusters Score -2992601 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2993385.250000 Penalty: 5002.747070
	Iteration 5F: 3 clusters Score -2993385 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2994407.000000 Penalty: 5002.747070
	Iteration 6F: 3 clusters Score -2994407 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2995612.250000 Penalty: 5002.747070
	Iteration 7F: 3 clusters Score -2995612 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2996848.750000 Penalty: 5002.747070
	Iteration 8F: 3 clusters Score -2996849 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2997900.750000 Penalty: 5002.747070
	Iteration 9F: 3 clusters Score -2997901 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2998620.000000 Penalty: 5002.747070
	Iteration 10Q: 3 clusters Score -2998620 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2999013.500000 Penalty: 5002.747070
	Iteration 11Q: 3 clusters Score -2999014 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2999212.250000 Penalty: 5002.747070
	Iteration 12Q: 3 clusters Score -2999212 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2999335.500000 Penalty: 5002.747070
	Iteration 13Q: 3 clusters Score -2999336 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2999425.250000 Penalty: 5002.747070
	Iteration 14Q: 3 clusters Score -2999425 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2999484.500000 Penalty: 5002.747070
	Iteration 15Q: 3 clusters Score -2999484 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2999521.000000 Penalty: 5002.747070
	Iteration 16Q: 3 clusters Score -2999521 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2999540.000000 Penalty: 5002.747070
	Iteration 17Q: 3 clusters Score -2999540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2999569.250000 Penalty: 5002.747070
	Iteration 18Q: 3 clusters Score -2999569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2999585.750000 Penalty: 5002.747070
	Iteration 19Q: 3 clusters Score -2999586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2999610.000000 Penalty: 5002.747070
	Iteration 20F: 3 clusters Score -2999610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2999616.250000 Penalty: 5002.747070
	Iteration 21Q: 3 clusters Score -2999616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2999618.000000 Penalty: 5002.747070
	Iteration 22Q: 3 clusters Score -2999618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2999622.750000 Penalty: 5002.747070
	Iteration 23Q: 3 clusters Score -2999623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2999622.250000 Penalty: 5002.747070
	Iteration 24Q: 3 clusters Score -2999622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2999626.000000 Penalty: 5002.747070
	Iteration 25Q: 3 clusters Score -2999626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2999626.000000 Penalty: 5002.747070
	Iteration 26F: 3 clusters Score -2999626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -51512.027344 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -51512.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50048.203125 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -50048.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50354.718750 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -50354.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50558.574219 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -50558.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50752.882812 Penalty: 3063.229980
	Iteration 3F: 3 clusters Score -50752.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50871.335938 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -50871.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -50922.585938 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -50922.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -50980.257812 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -50980.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51062.757812 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -51062.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51109.347656 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -51109.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -51113.238281 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -51113.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51125.164062 Penalty: 3063.229980
	Iteration 10Q: 3 clusters Score -51125.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51153.425781 Penalty: 3063.229980
	Iteration 11Q: 3 clusters Score -51153.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51167.242188 Penalty: 3063.229980
	Iteration 12Q: 3 clusters Score -51167.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51172.613281 Penalty: 3063.229980
	Iteration 13Q: 3 clusters Score -51172.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51172.613281 Penalty: 3063.229980
	Iteration 14F: 3 clusters Score -51172.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Entering Unmasked Estep 
Score: -230955.890625 Penalty: 1890.056396
	Iteration 0F: 2 clusters Score -230955.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -228340.093750 Penalty: 3780.112793
	Iteration 0F: 3 clusters Score -228340.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -228839.015625 Penalty: 3780.112793
	Iteration 1F: 3 clusters Score -228839 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -228992.687500 Penalty: 3780.112793
	Iteration 2F: 3 clusters Score -228992.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -229059.921875 Penalty: 3780.112793
	Iteration 3Q: 3 clusters Score -229059.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -229097.593750 Penalty: 3780.112793
	Iteration 4Q: 3 clusters Score -229097.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -229137.406250 Penalty: 3780.112793
	Iteration 5Q: 3 clusters Score -229137.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -229163.296875 Penalty: 3780.112793
	Iteration 6Q: 3 clusters Score -229163.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -229187.593750 Penalty: 3780.112793
	Iteration 7Q: 3 clusters Score -229187.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -229199.281250 Penalty: 3780.112793
	Iteration 8Q: 3 clusters Score -229199.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -229207.703125 Penalty: 3780.112793
	Iteration 9Q: 3 clusters Score -229207.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -229215.031250 Penalty: 3780.112793
	Iteration 10Q: 3 clusters Score -229215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -229222.718750 Penalty: 3780.112793
	Iteration 11Q: 3 clusters Score -229222.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -229226.515625 Penalty: 3780.112793
	Iteration 12Q: 3 clusters Score -229226.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -229227.625000 Penalty: 3780.112793
	Iteration 13Q: 3 clusters Score -229227.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -229227.859375 Penalty: 3780.112793
	Iteration 14Q: 3 clusters Score -229227.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -229229.421875 Penalty: 3780.112793
	Iteration 15Q: 3 clusters Score -229229.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -229230.093750 Penalty: 3780.112793
	Iteration 16Q: 3 clusters Score -229230.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -229230.328125 Penalty: 3780.112793
	Iteration 17Q: 3 clusters Score -229230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -229232.109375 Penalty: 3780.112793
	Iteration 18Q: 3 clusters Score -229232.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -229233.765625 Penalty: 3780.112793
	Iteration 19Q: 3 clusters Score -229233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -229234.140625 Penalty: 3780.112793
	Iteration 20F: 3 clusters Score -229234.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (97972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97972 members 
Entering Unmasked Estep 
Score: -12320755.000000 Penalty: 2850.124512
	Iteration 0F: 2 clusters Score -1.232076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48780 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -12255575.000000 Penalty: 5700.249023
	Iteration 0F: 3 clusters Score -1.225558e+07 nChanged 46349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -12281938.000000 Penalty: 5700.249023
	Iteration 1F: 3 clusters Score -1.228194e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -12283096.000000 Penalty: 5700.249023
	Iteration 2Q: 3 clusters Score -1.22831e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 58162 members 
Entering Unmasked Estep 
Score: -12285007.000000 Penalty: 5700.249023
	Iteration 3Q: 3 clusters Score -1.228501e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -12288285.000000 Penalty: 5700.249023
	Iteration 4F: 3 clusters Score -1.228828e+07 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 69240 members 
Entering Unmasked Estep 
Score: -12293800.000000 Penalty: 5700.249023
	Iteration 5F: 3 clusters Score -1.22938e+07 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 76687 members 
Entering Unmasked Estep 
Score: -12300853.000000 Penalty: 5700.249023
	Iteration 6F: 3 clusters Score -1.230085e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 83442 members 
Entering Unmasked Estep 
Score: -12307667.000000 Penalty: 5700.249023
	Iteration 7F: 3 clusters Score -1.230767e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 88355 members 
Entering Unmasked Estep 
Score: -12312479.000000 Penalty: 5700.249023
	Iteration 8F: 3 clusters Score -1.231248e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 91266 members 
Entering Unmasked Estep 
Score: -12315355.000000 Penalty: 5700.249023
	Iteration 9Q: 3 clusters Score -1.231536e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 92922 members 
Entering Unmasked Estep 
Score: -12316892.000000 Penalty: 5700.249023
	Iteration 10Q: 3 clusters Score -1.231689e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 93838 members 
Entering Unmasked Estep 
Score: -12317714.000000 Penalty: 5700.249023
	Iteration 11Q: 3 clusters Score -1.231771e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 94341 members 
Entering Unmasked Estep 
Score: -12318120.000000 Penalty: 5700.249023
	Iteration 12Q: 3 clusters Score -1.231812e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 94661 members 
Entering Unmasked Estep 
Score: -12318406.000000 Penalty: 5700.249023
	Iteration 13Q: 3 clusters Score -1.231841e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 94894 members 
Entering Unmasked Estep 
Score: -12318565.000000 Penalty: 5700.249023
	Iteration 14Q: 3 clusters Score -1.231856e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 95053 members 
Entering Unmasked Estep 
Score: -12318704.000000 Penalty: 5700.249023
	Iteration 15Q: 3 clusters Score -1.23187e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 95179 members 
Entering Unmasked Estep 
Score: -12318768.000000 Penalty: 5700.249023
	Iteration 16Q: 3 clusters Score -1.231877e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 95272 members 
Entering Unmasked Estep 
Score: -12318771.000000 Penalty: 5700.249023
	Iteration 17Q: 3 clusters Score -1.231877e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 95352 members 
Entering Unmasked Estep 
Score: -12318805.000000 Penalty: 5700.249023
	Iteration 18Q: 3 clusters Score -1.23188e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 95427 members 
Entering Unmasked Estep 
Score: -12318833.000000 Penalty: 5700.249023
	Iteration 19Q: 3 clusters Score -1.231883e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 95485 members 
Entering Unmasked Estep 
Score: -12318851.000000 Penalty: 5700.249023
	Iteration 20F: 3 clusters Score -1.231885e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 95542 members 
Entering Unmasked Estep 
Score: -12318862.000000 Penalty: 5700.249023
	Iteration 21Q: 3 clusters Score -1.231886e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 95600 members 
Entering Unmasked Estep 
Score: -12318872.000000 Penalty: 5700.249023
	Iteration 22Q: 3 clusters Score -1.231887e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 95639 members 
Entering Unmasked Estep 
Score: -12318868.000000 Penalty: 5700.249023
	Iteration 23Q: 3 clusters Score -1.231887e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 95669 members 
Entering Unmasked Estep 
Score: -12318878.000000 Penalty: 5700.249023
	Iteration 24Q: 3 clusters Score -1.231888e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 95694 members 
Entering Unmasked Estep 
Score: -12318869.000000 Penalty: 5700.249023
	Iteration 25Q: 3 clusters Score -1.231887e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 95717 members 
Entering Unmasked Estep 
Score: -12318861.000000 Penalty: 5700.249023
	Iteration 26Q: 3 clusters Score -1.231886e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 95720 members 
Entering Unmasked Estep 
Score: -12318877.000000 Penalty: 5700.249023
	Iteration 27Q: 3 clusters Score -1.231888e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 95728 members 
Entering Unmasked Estep 
Score: -12318878.000000 Penalty: 5700.249023
	Iteration 28Q: 3 clusters Score -1.231888e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 95731 members 
Entering Unmasked Estep 
Score: -12318887.000000 Penalty: 5700.249023
	Iteration 29Q: 3 clusters Score -1.231889e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 95734 members 
Entering Unmasked Estep 
Score: -12318896.000000 Penalty: 5700.249023
	Iteration 30Q: 3 clusters Score -1.23189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 95737 members 
Entering Unmasked Estep 
Score: -12318911.000000 Penalty: 5700.249023
	Iteration 31Q: 3 clusters Score -1.231891e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 95736 members 
Entering Unmasked Estep 
Score: -12318914.000000 Penalty: 5700.249023
	Iteration 32Q: 3 clusters Score -1.231891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 95738 members 
Entering Unmasked Estep 
Score: -12318921.000000 Penalty: 5700.249023
	Iteration 33Q: 3 clusters Score -1.231892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 95740 members 
Entering Unmasked Estep 
Score: -12318924.000000 Penalty: 5700.249023
	Iteration 34Q: 3 clusters Score -1.231892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 95741 members 
Entering Unmasked Estep 
Score: -12318921.000000 Penalty: 5700.249023
	Iteration 35Q: 3 clusters Score -1.231892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 95742 members 
Entering Unmasked Estep 
Score: -12318920.000000 Penalty: 5700.249023
	Iteration 36Q: 3 clusters Score -1.231892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 95741 members 
Entering Unmasked Estep 
Score: -12318918.000000 Penalty: 5700.249023
	Iteration 37Q: 3 clusters Score -1.231892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 95744 members 
Entering Unmasked Estep 
Score: -12318919.000000 Penalty: 5700.249023
	Iteration 38Q: 3 clusters Score -1.231892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 95742 members 
Entering Unmasked Estep 
Score: -12318919.000000 Penalty: 5700.249023
	Iteration 39Q: 3 clusters Score -1.231892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 95742 members 
Entering Unmasked Estep 
Score: -12318919.000000 Penalty: 5700.249023
	Iteration 40F: 3 clusters Score -1.231892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -38523.105469 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -38523.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37211.175781 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -37211.18 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37462.253906 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -37462.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37593.691406 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -37593.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -37696.753906 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -37696.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -37892.238281 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -37892.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -37993.121094 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -37993.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -38097.347656 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -38097.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -38181.273438 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -38181.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38281.980469 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -38281.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38365.851562 Penalty: 2950.225586
	Iteration 9Q: 3 clusters Score -38365.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38464.050781 Penalty: 2950.225586
	Iteration 10Q: 3 clusters Score -38464.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -38558.601562 Penalty: 2950.225586
	Iteration 11Q: 3 clusters Score -38558.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -38685.015625 Penalty: 2950.225586
	Iteration 12Q: 3 clusters Score -38685.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38765.957031 Penalty: 2950.225586
	Iteration 13Q: 3 clusters Score -38765.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -38859.734375 Penalty: 2950.225586
	Iteration 14Q: 3 clusters Score -38859.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -38864.718750 Penalty: 2950.225586
	Iteration 15Q: 3 clusters Score -38864.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -38868.808594 Penalty: 2950.225586
	Iteration 16F: 3 clusters Score -38868.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -38898.968750 Penalty: 2950.225586
	Iteration 17Q: 3 clusters Score -38898.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -38898.968750 Penalty: 2950.225586
	Iteration 18F: 3 clusters Score -38898.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 97972 members 
Mstep: Class 5 contains 85 members 
Mstep: Class 6 contains 52987 members 
Mstep: Class 7 contains 15650 members 
Mstep: Class 8 contains 4114 members 
Mstep: Class 9 contains 81232 members 
Mstep: Class 10 contains 15631 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25593 members 
Mstep: Class 13 contains 17200 members 
Mstep: Class 14 contains 292430 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 13010 members 
Mstep: Class 19 contains 277073 members 
Mstep: Class 20 contains 173403 members 
Mstep: Class 21 contains 25016 members 
Mstep: Class 22 contains 36581 members 
Mstep: Class 23 contains 14535 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 78334 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2725 members 
Mstep: Class 28 contains 298 members 
Entering Unmasked Estep 
Score: -154617584.000000 Penalty: 97617.203125
Splitting cluster 5 changes total score from -154619200.000000 to -154617584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (52987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Entering Unmasked Estep 
Score: -6667429.000000 Penalty: 2697.694824
	Iteration 0F: 2 clusters Score -6667429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -6631747.500000 Penalty: 5395.389648
	Iteration 0F: 3 clusters Score -6631748 nChanged 24432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -6645258.500000 Penalty: 5395.389648
	Iteration 1F: 3 clusters Score -6645258 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -6645745.500000 Penalty: 5395.389648
	Iteration 2Q: 3 clusters Score -6645746 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -6646291.000000 Penalty: 5395.389648
	Iteration 3Q: 3 clusters Score -6646291 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -6646994.500000 Penalty: 5395.389648
	Iteration 4Q: 3 clusters Score -6646994 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -6647923.500000 Penalty: 5395.389648
	Iteration 5Q: 3 clusters Score -6647924 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -6649323.000000 Penalty: 5395.389648
	Iteration 6Q: 3 clusters Score -6649323 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -6651447.500000 Penalty: 5395.389648
	Iteration 7F: 3 clusters Score -6651448 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -6654427.000000 Penalty: 5395.389648
	Iteration 8F: 3 clusters Score -6654427 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -6657571.500000 Penalty: 5395.389648
	Iteration 9F: 3 clusters Score -6657572 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -6660184.500000 Penalty: 5395.389648
	Iteration 10F: 3 clusters Score -6660184 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -6661857.000000 Penalty: 5395.389648
	Iteration 11Q: 3 clusters Score -6661857 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -6662843.500000 Penalty: 5395.389648
	Iteration 12Q: 3 clusters Score -6662844 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -6663381.500000 Penalty: 5395.389648
	Iteration 13Q: 3 clusters Score -6663382 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -6663730.500000 Penalty: 5395.389648
	Iteration 14Q: 3 clusters Score -6663730 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -6663997.000000 Penalty: 5395.389648
	Iteration 15Q: 3 clusters Score -6663997 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -6664203.500000 Penalty: 5395.389648
	Iteration 16Q: 3 clusters Score -6664204 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -6664335.500000 Penalty: 5395.389648
	Iteration 17Q: 3 clusters Score -6664336 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -6664422.500000 Penalty: 5395.389648
	Iteration 18Q: 3 clusters Score -6664422 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -6664537.000000 Penalty: 5395.389648
	Iteration 19Q: 3 clusters Score -6664537 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -6664599.500000 Penalty: 5395.389648
	Iteration 20F: 3 clusters Score -6664600 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -6664685.500000 Penalty: 5395.389648
	Iteration 21Q: 3 clusters Score -6664686 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -6664727.000000 Penalty: 5395.389648
	Iteration 22Q: 3 clusters Score -6664727 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -6664783.500000 Penalty: 5395.389648
	Iteration 23Q: 3 clusters Score -6664784 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -6664843.500000 Penalty: 5395.389648
	Iteration 24Q: 3 clusters Score -6664844 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -6664889.500000 Penalty: 5395.389648
	Iteration 25Q: 3 clusters Score -6664890 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -6664937.500000 Penalty: 5395.389648
	Iteration 26Q: 3 clusters Score -6664938 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -6664990.500000 Penalty: 5395.389648
	Iteration 27Q: 3 clusters Score -6664990 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -6665039.000000 Penalty: 5395.389648
	Iteration 28Q: 3 clusters Score -6665039 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -6665072.500000 Penalty: 5395.389648
	Iteration 29Q: 3 clusters Score -6665072 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -6665095.000000 Penalty: 5395.389648
	Iteration 30Q: 3 clusters Score -6665095 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -6665140.500000 Penalty: 5395.389648
	Iteration 31Q: 3 clusters Score -6665140 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -6665164.000000 Penalty: 5395.389648
	Iteration 32Q: 3 clusters Score -6665164 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -6665193.500000 Penalty: 5395.389648
	Iteration 33Q: 3 clusters Score -6665194 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -6665215.500000 Penalty: 5395.389648
	Iteration 34Q: 3 clusters Score -6665216 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -6665243.500000 Penalty: 5395.389648
	Iteration 35Q: 3 clusters Score -6665244 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -6665275.000000 Penalty: 5395.389648
	Iteration 36Q: 3 clusters Score -6665275 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -6665289.500000 Penalty: 5395.389648
	Iteration 37Q: 3 clusters Score -6665290 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -6665315.500000 Penalty: 5395.389648
	Iteration 38Q: 3 clusters Score -6665316 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -6665335.000000 Penalty: 5395.389648
	Iteration 39Q: 3 clusters Score -6665335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -6665348.000000 Penalty: 5395.389648
	Iteration 40F: 3 clusters Score -6665348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -6665350.500000 Penalty: 5395.389648
	Iteration 41Q: 3 clusters Score -6665350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -6665360.500000 Penalty: 5395.389648
	Iteration 42Q: 3 clusters Score -6665360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 51153 members 
Entering Unmasked Estep 
Score: -6665372.000000 Penalty: 5395.389648
	Iteration 43Q: 3 clusters Score -6665372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 51176 members 
Entering Unmasked Estep 
Score: -6665372.000000 Penalty: 5395.389648
	Iteration 44Q: 3 clusters Score -6665372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 51203 members 
Entering Unmasked Estep 
Score: -6665385.500000 Penalty: 5395.389648
	Iteration 45Q: 3 clusters Score -6665386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 51220 members 
Entering Unmasked Estep 
Score: -6665400.000000 Penalty: 5395.389648
	Iteration 46Q: 3 clusters Score -6665400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 51242 members 
Entering Unmasked Estep 
Score: -6665393.500000 Penalty: 5395.389648
	Iteration 47Q: 3 clusters Score -6665394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -6665422.500000 Penalty: 5395.389648
	Iteration 48Q: 3 clusters Score -6665422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -6665424.000000 Penalty: 5395.389648
	Iteration 49Q: 3 clusters Score -6665424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -6665446.000000 Penalty: 5395.389648
	Iteration 50Q: 3 clusters Score -6665446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -6665449.000000 Penalty: 5395.389648
	Iteration 51Q: 3 clusters Score -6665449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -6665453.000000 Penalty: 5395.389648
	Iteration 52Q: 3 clusters Score -6665453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -6665457.000000 Penalty: 5395.389648
	Iteration 53Q: 3 clusters Score -6665457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 51390 members 
Entering Unmasked Estep 
Score: -6665467.500000 Penalty: 5395.389648
	Iteration 54Q: 3 clusters Score -6665468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 51409 members 
Entering Unmasked Estep 
Score: -6665487.000000 Penalty: 5395.389648
	Iteration 55Q: 3 clusters Score -6665487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -6665484.000000 Penalty: 5395.389648
	Iteration 56Q: 3 clusters Score -6665484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -6665491.500000 Penalty: 5395.389648
	Iteration 57Q: 3 clusters Score -6665492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 51470 members 
Entering Unmasked Estep 
Score: -6665503.000000 Penalty: 5395.389648
	Iteration 58Q: 3 clusters Score -6665503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -6665517.000000 Penalty: 5395.389648
	Iteration 59Q: 3 clusters Score -6665517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 51495 members 
Entering Unmasked Estep 
Score: -6665515.500000 Penalty: 5395.389648
	Iteration 60F: 3 clusters Score -6665516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -6665522.500000 Penalty: 5395.389648
	Iteration 61Q: 3 clusters Score -6665522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 51517 members 
Entering Unmasked Estep 
Score: -6665532.000000 Penalty: 5395.389648
	Iteration 62Q: 3 clusters Score -6665532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -6665530.000000 Penalty: 5395.389648
	Iteration 63Q: 3 clusters Score -6665530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 51528 members 
Entering Unmasked Estep 
Score: -6665530.000000 Penalty: 5395.389648
	Iteration 64Q: 3 clusters Score -6665530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -6665533.000000 Penalty: 5395.389648
	Iteration 65Q: 3 clusters Score -6665533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 51546 members 
Entering Unmasked Estep 
Score: -6665534.500000 Penalty: 5395.389648
	Iteration 66Q: 3 clusters Score -6665534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -6665537.000000 Penalty: 5395.389648
	Iteration 67Q: 3 clusters Score -6665537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 51559 members 
Entering Unmasked Estep 
Score: -6665542.500000 Penalty: 5395.389648
	Iteration 68Q: 3 clusters Score -6665542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 51566 members 
Entering Unmasked Estep 
Score: -6665547.500000 Penalty: 5395.389648
	Iteration 69Q: 3 clusters Score -6665548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -6665542.000000 Penalty: 5395.389648
	Iteration 70Q: 3 clusters Score -6665542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -6665546.000000 Penalty: 5395.389648
	Iteration 71Q: 3 clusters Score -6665546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -6665559.000000 Penalty: 5395.389648
	Iteration 72Q: 3 clusters Score -6665559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -6665552.000000 Penalty: 5395.389648
	Iteration 73Q: 3 clusters Score -6665552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -6665558.500000 Penalty: 5395.389648
	Iteration 74Q: 3 clusters Score -6665558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -6665568.000000 Penalty: 5395.389648
	Iteration 75Q: 3 clusters Score -6665568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -6665569.500000 Penalty: 5395.389648
	Iteration 76Q: 3 clusters Score -6665570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -6665576.500000 Penalty: 5395.389648
	Iteration 77Q: 3 clusters Score -6665576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -6665572.500000 Penalty: 5395.389648
	Iteration 78Q: 3 clusters Score -6665572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -6665572.000000 Penalty: 5395.389648
	Iteration 79Q: 3 clusters Score -6665572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -6665568.000000 Penalty: 5395.389648
	Iteration 80F: 3 clusters Score -6665568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -6665571.500000 Penalty: 5395.389648
	Iteration 81Q: 3 clusters Score -6665572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 51614 members 
Entering Unmasked Estep 
Score: -6665571.500000 Penalty: 5395.389648
	Iteration 82Q: 3 clusters Score -6665572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -6665581.500000 Penalty: 5395.389648
	Iteration 83Q: 3 clusters Score -6665582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -6665585.000000 Penalty: 5395.389648
	Iteration 84Q: 3 clusters Score -6665585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 51625 members 
Entering Unmasked Estep 
Score: -6665589.000000 Penalty: 5395.389648
	Iteration 85Q: 3 clusters Score -6665589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 51629 members 
Entering Unmasked Estep 
Score: -6665595.500000 Penalty: 5395.389648
	Iteration 86Q: 3 clusters Score -6665596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -6665597.500000 Penalty: 5395.389648
	Iteration 87Q: 3 clusters Score -6665598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -6665596.000000 Penalty: 5395.389648
	Iteration 88Q: 3 clusters Score -6665596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -6665595.500000 Penalty: 5395.389648
	Iteration 89Q: 3 clusters Score -6665596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -6665595.500000 Penalty: 5395.389648
	Iteration 90F: 3 clusters Score -6665596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Entering Unmasked Estep 
Score: -1867340.250000 Penalty: 2395.239990
	Iteration 0F: 2 clusters Score -1867340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1856082.750000 Penalty: 4790.479980
	Iteration 0F: 3 clusters Score -1856083 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1860081.125000 Penalty: 4790.479980
	Iteration 1F: 3 clusters Score -1860081 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1860984.500000 Penalty: 4790.479980
	Iteration 2F: 3 clusters Score -1860984 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1861941.000000 Penalty: 4790.479980
	Iteration 3F: 3 clusters Score -1861941 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1862938.500000 Penalty: 4790.479980
	Iteration 4F: 3 clusters Score -1862938 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1863905.125000 Penalty: 4790.479980
	Iteration 5F: 3 clusters Score -1863905 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1864642.500000 Penalty: 4790.479980
	Iteration 6F: 3 clusters Score -1864642 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1865178.625000 Penalty: 4790.479980
	Iteration 7Q: 3 clusters Score -1865179 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1865487.625000 Penalty: 4790.479980
	Iteration 8Q: 3 clusters Score -1865488 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1865644.250000 Penalty: 4790.479980
	Iteration 9Q: 3 clusters Score -1865644 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1865732.250000 Penalty: 4790.479980
	Iteration 10Q: 3 clusters Score -1865732 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1865802.125000 Penalty: 4790.479980
	Iteration 11Q: 3 clusters Score -1865802 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1865854.625000 Penalty: 4790.479980
	Iteration 12Q: 3 clusters Score -1865855 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1865899.750000 Penalty: 4790.479980
	Iteration 13Q: 3 clusters Score -1865900 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1865938.875000 Penalty: 4790.479980
	Iteration 14Q: 3 clusters Score -1865939 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1865974.875000 Penalty: 4790.479980
	Iteration 15Q: 3 clusters Score -1865975 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1865995.875000 Penalty: 4790.479980
	Iteration 16Q: 3 clusters Score -1865996 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1866014.250000 Penalty: 4790.479980
	Iteration 17Q: 3 clusters Score -1866014 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1866034.250000 Penalty: 4790.479980
	Iteration 18Q: 3 clusters Score -1866034 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1866053.125000 Penalty: 4790.479980
	Iteration 19Q: 3 clusters Score -1866053 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1866068.375000 Penalty: 4790.479980
	Iteration 20F: 3 clusters Score -1866068 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1866078.375000 Penalty: 4790.479980
	Iteration 21Q: 3 clusters Score -1866078 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1866092.750000 Penalty: 4790.479980
	Iteration 22Q: 3 clusters Score -1866093 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1866099.500000 Penalty: 4790.479980
	Iteration 23Q: 3 clusters Score -1866100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1866109.750000 Penalty: 4790.479980
	Iteration 24Q: 3 clusters Score -1866110 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1866118.375000 Penalty: 4790.479980
	Iteration 25Q: 3 clusters Score -1866118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1866120.500000 Penalty: 4790.479980
	Iteration 26Q: 3 clusters Score -1866120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1866129.625000 Penalty: 4790.479980
	Iteration 27Q: 3 clusters Score -1866130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1866132.500000 Penalty: 4790.479980
	Iteration 28Q: 3 clusters Score -1866132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1866138.875000 Penalty: 4790.479980
	Iteration 29Q: 3 clusters Score -1866139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1866145.500000 Penalty: 4790.479980
	Iteration 30Q: 3 clusters Score -1866146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1866145.125000 Penalty: 4790.479980
	Iteration 31Q: 3 clusters Score -1866145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1866148.250000 Penalty: 4790.479980
	Iteration 32Q: 3 clusters Score -1866148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1866156.250000 Penalty: 4790.479980
	Iteration 33Q: 3 clusters Score -1866156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1866162.250000 Penalty: 4790.479980
	Iteration 34Q: 3 clusters Score -1866162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1866164.125000 Penalty: 4790.479980
	Iteration 35Q: 3 clusters Score -1866164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1866162.750000 Penalty: 4790.479980
	Iteration 36Q: 3 clusters Score -1866163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1866163.500000 Penalty: 4790.479980
	Iteration 37Q: 3 clusters Score -1866164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1866164.375000 Penalty: 4790.479980
	Iteration 38Q: 3 clusters Score -1866164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1866167.500000 Penalty: 4790.479980
	Iteration 39Q: 3 clusters Score -1866168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1866167.500000 Penalty: 4790.479980
	Iteration 40F: 3 clusters Score -1866168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1866165.875000 Penalty: 4790.479980
	Iteration 41Q: 3 clusters Score -1866166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1866165.875000 Penalty: 4790.479980
	Iteration 42Q: 3 clusters Score -1866166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1866171.500000 Penalty: 4790.479980
	Iteration 43Q: 3 clusters Score -1866172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1866173.750000 Penalty: 4790.479980
	Iteration 44Q: 3 clusters Score -1866174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1866174.375000 Penalty: 4790.479980
	Iteration 45Q: 3 clusters Score -1866174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1866173.000000 Penalty: 4790.479980
	Iteration 46Q: 3 clusters Score -1866173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1866173.375000 Penalty: 4790.479980
	Iteration 47Q: 3 clusters Score -1866173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1866176.375000 Penalty: 4790.479980
	Iteration 48Q: 3 clusters Score -1866176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1866175.250000 Penalty: 4790.479980
	Iteration 49Q: 3 clusters Score -1866175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1866175.000000 Penalty: 4790.479980
	Iteration 50Q: 3 clusters Score -1866175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1866176.125000 Penalty: 4790.479980
	Iteration 51Q: 3 clusters Score -1866176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1866178.625000 Penalty: 4790.479980
	Iteration 52Q: 3 clusters Score -1866179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1866182.750000 Penalty: 4790.479980
	Iteration 53Q: 3 clusters Score -1866183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1866178.875000 Penalty: 4790.479980
	Iteration 54Q: 3 clusters Score -1866179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1866177.125000 Penalty: 4790.479980
	Iteration 55Q: 3 clusters Score -1866177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1866178.000000 Penalty: 4790.479980
	Iteration 56Q: 3 clusters Score -1866178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1866177.625000 Penalty: 4790.479980
	Iteration 57Q: 3 clusters Score -1866178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1866177.250000 Penalty: 4790.479980
	Iteration 58Q: 3 clusters Score -1866177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1866176.125000 Penalty: 4790.479980
	Iteration 59Q: 3 clusters Score -1866176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1866177.375000 Penalty: 4790.479980
	Iteration 60F: 3 clusters Score -1866177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1866176.500000 Penalty: 4790.479980
	Iteration 61Q: 3 clusters Score -1866176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1866174.750000 Penalty: 4790.479980
	Iteration 62Q: 3 clusters Score -1866175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1866175.750000 Penalty: 4790.479980
	Iteration 63Q: 3 clusters Score -1866176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1866170.875000 Penalty: 4790.479980
	Iteration 64Q: 3 clusters Score -1866171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1866173.875000 Penalty: 4790.479980
	Iteration 65Q: 3 clusters Score -1866174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1866175.500000 Penalty: 4790.479980
	Iteration 66Q: 3 clusters Score -1866176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1866177.875000 Penalty: 4790.479980
	Iteration 67Q: 3 clusters Score -1866178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1866183.250000 Penalty: 4790.479980
	Iteration 68Q: 3 clusters Score -1866183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1866182.625000 Penalty: 4790.479980
	Iteration 69Q: 3 clusters Score -1866183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1866180.875000 Penalty: 4790.479980
	Iteration 70Q: 3 clusters Score -1866181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1866179.750000 Penalty: 4790.479980
	Iteration 71Q: 3 clusters Score -1866180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1866181.375000 Penalty: 4790.479980
	Iteration 72Q: 3 clusters Score -1866181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1866180.750000 Penalty: 4790.479980
	Iteration 73Q: 3 clusters Score -1866181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1866181.875000 Penalty: 4790.479980
	Iteration 74Q: 3 clusters Score -1866182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1866179.750000 Penalty: 4790.479980
	Iteration 75Q: 3 clusters Score -1866180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1866179.500000 Penalty: 4790.479980
	Iteration 76Q: 3 clusters Score -1866180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1866181.000000 Penalty: 4790.479980
	Iteration 77Q: 3 clusters Score -1866181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1866184.500000 Penalty: 4790.479980
	Iteration 78Q: 3 clusters Score -1866184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1866184.250000 Penalty: 4790.479980
	Iteration 79Q: 3 clusters Score -1866184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1866183.625000 Penalty: 4790.479980
	Iteration 80F: 3 clusters Score -1866184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1866182.875000 Penalty: 4790.479980
	Iteration 81Q: 3 clusters Score -1866183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1866182.250000 Penalty: 4790.479980
	Iteration 82Q: 3 clusters Score -1866182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1866182.375000 Penalty: 4790.479980
	Iteration 83Q: 3 clusters Score -1866182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1866181.000000 Penalty: 4790.479980
	Iteration 84Q: 3 clusters Score -1866181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1866180.125000 Penalty: 4790.479980
	Iteration 85Q: 3 clusters Score -1866180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1866180.125000 Penalty: 4790.479980
	Iteration 86F: 3 clusters Score -1866180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Entering Unmasked Estep 
Score: -510552.031250 Penalty: 2063.893555
	Iteration 0F: 2 clusters Score -510552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -506561.656250 Penalty: 4127.787109
	Iteration 0F: 3 clusters Score -506561.7 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -507463.250000 Penalty: 4127.787109
	Iteration 1F: 3 clusters Score -507463.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -507644.437500 Penalty: 4127.787109
	Iteration 2F: 3 clusters Score -507644.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -507763.781250 Penalty: 4127.787109
	Iteration 3Q: 3 clusters Score -507763.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -507841.718750 Penalty: 4127.787109
	Iteration 4Q: 3 clusters Score -507841.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -507909.000000 Penalty: 4127.787109
	Iteration 5Q: 3 clusters Score -507909 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -507978.468750 Penalty: 4127.787109
	Iteration 6Q: 3 clusters Score -507978.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -508050.625000 Penalty: 4127.787109
	Iteration 7Q: 3 clusters Score -508050.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -508104.312500 Penalty: 4127.787109
	Iteration 8Q: 3 clusters Score -508104.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -508151.062500 Penalty: 4127.787109
	Iteration 9Q: 3 clusters Score -508151.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -508198.468750 Penalty: 4127.787109
	Iteration 10Q: 3 clusters Score -508198.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -508245.593750 Penalty: 4127.787109
	Iteration 11Q: 3 clusters Score -508245.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -508284.625000 Penalty: 4127.787109
	Iteration 12Q: 3 clusters Score -508284.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -508316.062500 Penalty: 4127.787109
	Iteration 13Q: 3 clusters Score -508316.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -508345.500000 Penalty: 4127.787109
	Iteration 14Q: 3 clusters Score -508345.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -508384.156250 Penalty: 4127.787109
	Iteration 15Q: 3 clusters Score -508384.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -508408.312500 Penalty: 4127.787109
	Iteration 16Q: 3 clusters Score -508408.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -508428.500000 Penalty: 4127.787109
	Iteration 17Q: 3 clusters Score -508428.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -508443.562500 Penalty: 4127.787109
	Iteration 18Q: 3 clusters Score -508443.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -508459.437500 Penalty: 4127.787109
	Iteration 19Q: 3 clusters Score -508459.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -508472.000000 Penalty: 4127.787109
	Iteration 20F: 3 clusters Score -508472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -508481.906250 Penalty: 4127.787109
	Iteration 21Q: 3 clusters Score -508481.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -508490.531250 Penalty: 4127.787109
	Iteration 22Q: 3 clusters Score -508490.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -508496.343750 Penalty: 4127.787109
	Iteration 23Q: 3 clusters Score -508496.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -508501.875000 Penalty: 4127.787109
	Iteration 24Q: 3 clusters Score -508501.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -508505.343750 Penalty: 4127.787109
	Iteration 25Q: 3 clusters Score -508505.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -508508.437500 Penalty: 4127.787109
	Iteration 26Q: 3 clusters Score -508508.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -508513.406250 Penalty: 4127.787109
	Iteration 27Q: 3 clusters Score -508513.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -508518.125000 Penalty: 4127.787109
	Iteration 28Q: 3 clusters Score -508518.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -508524.593750 Penalty: 4127.787109
	Iteration 29Q: 3 clusters Score -508524.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -508531.531250 Penalty: 4127.787109
	Iteration 30Q: 3 clusters Score -508531.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -508537.906250 Penalty: 4127.787109
	Iteration 31Q: 3 clusters Score -508537.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -508542.906250 Penalty: 4127.787109
	Iteration 32Q: 3 clusters Score -508542.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -508546.968750 Penalty: 4127.787109
	Iteration 33Q: 3 clusters Score -508547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -508549.968750 Penalty: 4127.787109
	Iteration 34Q: 3 clusters Score -508550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -508551.375000 Penalty: 4127.787109
	Iteration 35Q: 3 clusters Score -508551.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -508552.093750 Penalty: 4127.787109
	Iteration 36Q: 3 clusters Score -508552.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -508554.687500 Penalty: 4127.787109
	Iteration 37Q: 3 clusters Score -508554.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -508556.937500 Penalty: 4127.787109
	Iteration 38Q: 3 clusters Score -508556.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -508558.656250 Penalty: 4127.787109
	Iteration 39Q: 3 clusters Score -508558.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -508560.531250 Penalty: 4127.787109
	Iteration 40F: 3 clusters Score -508560.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -508560.625000 Penalty: 4127.787109
	Iteration 41Q: 3 clusters Score -508560.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -508561.781250 Penalty: 4127.787109
	Iteration 42Q: 3 clusters Score -508561.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -508562.593750 Penalty: 4127.787109
	Iteration 43Q: 3 clusters Score -508562.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -508563.718750 Penalty: 4127.787109
	Iteration 44Q: 3 clusters Score -508563.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -508565.031250 Penalty: 4127.787109
	Iteration 45Q: 3 clusters Score -508565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -508565.125000 Penalty: 4127.787109
	Iteration 46Q: 3 clusters Score -508565.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -508565.500000 Penalty: 4127.787109
	Iteration 47Q: 3 clusters Score -508565.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -508565.812500 Penalty: 4127.787109
	Iteration 48Q: 3 clusters Score -508565.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -508565.687500 Penalty: 4127.787109
	Iteration 49Q: 3 clusters Score -508565.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -508565.687500 Penalty: 4127.787109
	Iteration 50F: 3 clusters Score -508565.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (81232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81232 members 
Entering Unmasked Estep 
Score: -10239853.000000 Penalty: 2803.656006
	Iteration 0F: 2 clusters Score -1.023985e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -10185711.000000 Penalty: 5607.312012
	Iteration 0F: 3 clusters Score -1.018571e+07 nChanged 38095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -10206904.000000 Penalty: 5607.312012
	Iteration 1F: 3 clusters Score -1.02069e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -10207518.000000 Penalty: 5607.312012
	Iteration 2Q: 3 clusters Score -1.020752e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -10208223.000000 Penalty: 5607.312012
	Iteration 3Q: 3 clusters Score -1.020822e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -10209124.000000 Penalty: 5607.312012
	Iteration 4Q: 3 clusters Score -1.020912e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -10210599.000000 Penalty: 5607.312012
	Iteration 5Q: 3 clusters Score -1.02106e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 53974 members 
Entering Unmasked Estep 
Score: -10213252.000000 Penalty: 5607.312012
	Iteration 6F: 3 clusters Score -1.021325e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 60033 members 
Entering Unmasked Estep 
Score: -10217591.000000 Penalty: 5607.312012
	Iteration 7F: 3 clusters Score -1.021759e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 67076 members 
Entering Unmasked Estep 
Score: -10223778.000000 Penalty: 5607.312012
	Iteration 8F: 3 clusters Score -1.022378e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 73586 members 
Entering Unmasked Estep 
Score: -10230291.000000 Penalty: 5607.312012
	Iteration 9F: 3 clusters Score -1.023029e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 77933 members 
Entering Unmasked Estep 
Score: -10234524.000000 Penalty: 5607.312012
	Iteration 10F: 3 clusters Score -1.023452e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 79839 members 
Entering Unmasked Estep 
Score: -10236395.000000 Penalty: 5607.312012
	Iteration 11Q: 3 clusters Score -1.02364e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 80521 members 
Entering Unmasked Estep 
Score: -10236984.000000 Penalty: 5607.312012
	Iteration 12Q: 3 clusters Score -1.023698e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 80743 members 
Entering Unmasked Estep 
Score: -10237238.000000 Penalty: 5607.312012
	Iteration 13Q: 3 clusters Score -1.023724e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 80834 members 
Entering Unmasked Estep 
Score: -10237330.000000 Penalty: 5607.312012
	Iteration 14Q: 3 clusters Score -1.023733e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 80876 members 
Entering Unmasked Estep 
Score: -10237384.000000 Penalty: 5607.312012
	Iteration 15Q: 3 clusters Score -1.023738e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -10237424.000000 Penalty: 5607.312012
	Iteration 16Q: 3 clusters Score -1.023742e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 80921 members 
Entering Unmasked Estep 
Score: -10237455.000000 Penalty: 5607.312012
	Iteration 17Q: 3 clusters Score -1.023746e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 80936 members 
Entering Unmasked Estep 
Score: -10237492.000000 Penalty: 5607.312012
	Iteration 18Q: 3 clusters Score -1.023749e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 80944 members 
Entering Unmasked Estep 
Score: -10237511.000000 Penalty: 5607.312012
	Iteration 19Q: 3 clusters Score -1.023751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 80949 members 
Entering Unmasked Estep 
Score: -10237533.000000 Penalty: 5607.312012
	Iteration 20F: 3 clusters Score -1.023753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 80953 members 
Entering Unmasked Estep 
Score: -10237530.000000 Penalty: 5607.312012
	Iteration 21Q: 3 clusters Score -1.023753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 80956 members 
Entering Unmasked Estep 
Score: -10237539.000000 Penalty: 5607.312012
	Iteration 22Q: 3 clusters Score -1.023754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 80956 members 
Entering Unmasked Estep 
Score: -10237539.000000 Penalty: 5607.312012
	Iteration 23Q: 3 clusters Score -1.023754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 80957 members 
Entering Unmasked Estep 
Score: -10237554.000000 Penalty: 5607.312012
	Iteration 24Q: 3 clusters Score -1.023755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 80956 members 
Entering Unmasked Estep 
Score: -10237556.000000 Penalty: 5607.312012
	Iteration 25Q: 3 clusters Score -1.023756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 80957 members 
Entering Unmasked Estep 
Score: -10237565.000000 Penalty: 5607.312012
	Iteration 26Q: 3 clusters Score -1.023756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 80957 members 
Entering Unmasked Estep 
Score: -10237578.000000 Penalty: 5607.312012
	Iteration 27Q: 3 clusters Score -1.023758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 80957 members 
Entering Unmasked Estep 
Score: -10237580.000000 Penalty: 5607.312012
	Iteration 28Q: 3 clusters Score -1.023758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 80957 members 
Entering Unmasked Estep 
Score: -10237580.000000 Penalty: 5607.312012
	Iteration 29F: 3 clusters Score -1.023758e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Entering Unmasked Estep 
Score: -1905364.250000 Penalty: 2394.938721
	Iteration 0F: 2 clusters Score -1905364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1893993.000000 Penalty: 4789.877441
	Iteration 0F: 3 clusters Score -1893993 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1897760.875000 Penalty: 4789.877441
	Iteration 1F: 3 clusters Score -1897761 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1898165.000000 Penalty: 4789.877441
	Iteration 2F: 3 clusters Score -1898165 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1898495.000000 Penalty: 4789.877441
	Iteration 3F: 3 clusters Score -1898495 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1898822.250000 Penalty: 4789.877441
	Iteration 4Q: 3 clusters Score -1898822 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1899172.250000 Penalty: 4789.877441
	Iteration 5Q: 3 clusters Score -1899172 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1899542.000000 Penalty: 4789.877441
	Iteration 6Q: 3 clusters Score -1899542 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1899963.125000 Penalty: 4789.877441
	Iteration 7Q: 3 clusters Score -1899963 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1900376.375000 Penalty: 4789.877441
	Iteration 8Q: 3 clusters Score -1900376 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1900835.125000 Penalty: 4789.877441
	Iteration 9Q: 3 clusters Score -1900835 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1901299.750000 Penalty: 4789.877441
	Iteration 10Q: 3 clusters Score -1901300 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1901737.375000 Penalty: 4789.877441
	Iteration 11Q: 3 clusters Score -1901737 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1902107.875000 Penalty: 4789.877441
	Iteration 12Q: 3 clusters Score -1902108 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1902403.375000 Penalty: 4789.877441
	Iteration 13Q: 3 clusters Score -1902403 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1902608.500000 Penalty: 4789.877441
	Iteration 14Q: 3 clusters Score -1902608 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1902759.000000 Penalty: 4789.877441
	Iteration 15Q: 3 clusters Score -1902759 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1902870.875000 Penalty: 4789.877441
	Iteration 16Q: 3 clusters Score -1902871 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1902941.625000 Penalty: 4789.877441
	Iteration 17Q: 3 clusters Score -1902942 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1902992.500000 Penalty: 4789.877441
	Iteration 18Q: 3 clusters Score -1902992 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1903027.125000 Penalty: 4789.877441
	Iteration 19Q: 3 clusters Score -1903027 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1903050.250000 Penalty: 4789.877441
	Iteration 20F: 3 clusters Score -1903050 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1903068.000000 Penalty: 4789.877441
	Iteration 21Q: 3 clusters Score -1903068 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1903081.750000 Penalty: 4789.877441
	Iteration 22Q: 3 clusters Score -1903082 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1903092.125000 Penalty: 4789.877441
	Iteration 23Q: 3 clusters Score -1903092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1903096.125000 Penalty: 4789.877441
	Iteration 24Q: 3 clusters Score -1903096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1903104.375000 Penalty: 4789.877441
	Iteration 25Q: 3 clusters Score -1903104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1903102.500000 Penalty: 4789.877441
	Iteration 26Q: 3 clusters Score -1903102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1903110.875000 Penalty: 4789.877441
	Iteration 27Q: 3 clusters Score -1903111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1903118.750000 Penalty: 4789.877441
	Iteration 28Q: 3 clusters Score -1903119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1903122.125000 Penalty: 4789.877441
	Iteration 29Q: 3 clusters Score -1903122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1903124.000000 Penalty: 4789.877441
	Iteration 30Q: 3 clusters Score -1903124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1903126.750000 Penalty: 4789.877441
	Iteration 31Q: 3 clusters Score -1903127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1903132.500000 Penalty: 4789.877441
	Iteration 32Q: 3 clusters Score -1903132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1903136.875000 Penalty: 4789.877441
	Iteration 33Q: 3 clusters Score -1903137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1903141.375000 Penalty: 4789.877441
	Iteration 34Q: 3 clusters Score -1903141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1903144.750000 Penalty: 4789.877441
	Iteration 35Q: 3 clusters Score -1903145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1903146.500000 Penalty: 4789.877441
	Iteration 36Q: 3 clusters Score -1903146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1903156.125000 Penalty: 4789.877441
	Iteration 37Q: 3 clusters Score -1903156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1903160.750000 Penalty: 4789.877441
	Iteration 38Q: 3 clusters Score -1903161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1903163.375000 Penalty: 4789.877441
	Iteration 39Q: 3 clusters Score -1903163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1903169.750000 Penalty: 4789.877441
	Iteration 40F: 3 clusters Score -1903170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1903168.500000 Penalty: 4789.877441
	Iteration 41Q: 3 clusters Score -1903168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1903172.375000 Penalty: 4789.877441
	Iteration 42Q: 3 clusters Score -1903172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1903175.000000 Penalty: 4789.877441
	Iteration 43Q: 3 clusters Score -1903175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1903180.375000 Penalty: 4789.877441
	Iteration 44Q: 3 clusters Score -1903180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1903182.875000 Penalty: 4789.877441
	Iteration 45Q: 3 clusters Score -1903183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1903181.625000 Penalty: 4789.877441
	Iteration 46Q: 3 clusters Score -1903182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1903184.375000 Penalty: 4789.877441
	Iteration 47Q: 3 clusters Score -1903184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1903185.375000 Penalty: 4789.877441
	Iteration 48Q: 3 clusters Score -1903185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1903187.625000 Penalty: 4789.877441
	Iteration 49Q: 3 clusters Score -1903188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1903187.750000 Penalty: 4789.877441
	Iteration 50Q: 3 clusters Score -1903188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1903189.875000 Penalty: 4789.877441
	Iteration 51Q: 3 clusters Score -1903190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1903192.250000 Penalty: 4789.877441
	Iteration 52Q: 3 clusters Score -1903192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1903188.250000 Penalty: 4789.877441
	Iteration 53Q: 3 clusters Score -1903188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1903191.000000 Penalty: 4789.877441
	Iteration 54Q: 3 clusters Score -1903191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1903190.500000 Penalty: 4789.877441
	Iteration 55Q: 3 clusters Score -1903190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1903190.500000 Penalty: 4789.877441
	Iteration 56Q: 3 clusters Score -1903190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1903191.500000 Penalty: 4789.877441
	Iteration 57Q: 3 clusters Score -1903192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1903191.500000 Penalty: 4789.877441
	Iteration 58Q: 3 clusters Score -1903192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1903192.125000 Penalty: 4789.877441
	Iteration 59Q: 3 clusters Score -1903192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1903191.500000 Penalty: 4789.877441
	Iteration 60F: 3 clusters Score -1903192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1903193.375000 Penalty: 4789.877441
	Iteration 61Q: 3 clusters Score -1903193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1903192.500000 Penalty: 4789.877441
	Iteration 62Q: 3 clusters Score -1903192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1903199.750000 Penalty: 4789.877441
	Iteration 63Q: 3 clusters Score -1903200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1903203.250000 Penalty: 4789.877441
	Iteration 64Q: 3 clusters Score -1903203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1903204.250000 Penalty: 4789.877441
	Iteration 65Q: 3 clusters Score -1903204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1903202.500000 Penalty: 4789.877441
	Iteration 66Q: 3 clusters Score -1903202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1903206.375000 Penalty: 4789.877441
	Iteration 67Q: 3 clusters Score -1903206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1903216.000000 Penalty: 4789.877441
	Iteration 68Q: 3 clusters Score -1903216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1903216.625000 Penalty: 4789.877441
	Iteration 69Q: 3 clusters Score -1903217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1903217.500000 Penalty: 4789.877441
	Iteration 70Q: 3 clusters Score -1903218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1903219.625000 Penalty: 4789.877441
	Iteration 71Q: 3 clusters Score -1903220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1903219.500000 Penalty: 4789.877441
	Iteration 72Q: 3 clusters Score -1903220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1903225.125000 Penalty: 4789.877441
	Iteration 73Q: 3 clusters Score -1903225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1903235.125000 Penalty: 4789.877441
	Iteration 74Q: 3 clusters Score -1903235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1903237.250000 Penalty: 4789.877441
	Iteration 75Q: 3 clusters Score -1903237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1903235.500000 Penalty: 4789.877441
	Iteration 76Q: 3 clusters Score -1903236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1903242.250000 Penalty: 4789.877441
	Iteration 77Q: 3 clusters Score -1903242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1903247.000000 Penalty: 4789.877441
	Iteration 78Q: 3 clusters Score -1903247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1903251.875000 Penalty: 4789.877441
	Iteration 79Q: 3 clusters Score -1903252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1903254.000000 Penalty: 4789.877441
	Iteration 80F: 3 clusters Score -1903254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1903254.375000 Penalty: 4789.877441
	Iteration 81Q: 3 clusters Score -1903254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1903254.500000 Penalty: 4789.877441
	Iteration 82Q: 3 clusters Score -1903254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1903258.750000 Penalty: 4789.877441
	Iteration 83Q: 3 clusters Score -1903259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1903262.000000 Penalty: 4789.877441
	Iteration 84Q: 3 clusters Score -1903262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1903265.750000 Penalty: 4789.877441
	Iteration 85Q: 3 clusters Score -1903266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1903262.625000 Penalty: 4789.877441
	Iteration 86Q: 3 clusters Score -1903263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1903264.875000 Penalty: 4789.877441
	Iteration 87Q: 3 clusters Score -1903265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1903268.625000 Penalty: 4789.877441
	Iteration 88Q: 3 clusters Score -1903269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1903266.125000 Penalty: 4789.877441
	Iteration 89Q: 3 clusters Score -1903266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1903266.125000 Penalty: 4789.877441
	Iteration 90Q: 3 clusters Score -1903266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1903266.125000 Penalty: 4789.877441
	Iteration 91F: 3 clusters Score -1903266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -49009.296875 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -49009.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47529.273438 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -47529.27 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47682.386719 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -47682.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47736.167969 Penalty: 3006.482422
	Iteration 2Q: 3 clusters Score -47736.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47760.023438 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -47760.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47773.777344 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -47773.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47782.082031 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -47782.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47782.082031 Penalty: 3006.482422
	Iteration 6F: 3 clusters Score -47782.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Entering Unmasked Estep 
Score: -2840189.500000 Penalty: 2517.218262
	Iteration 0F: 2 clusters Score -2840190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2822613.750000 Penalty: 5034.436523
	Iteration 0F: 3 clusters Score -2822614 nChanged 11482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2828917.000000 Penalty: 5034.436523
	Iteration 1F: 3 clusters Score -2828917 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2829415.250000 Penalty: 5034.436523
	Iteration 2F: 3 clusters Score -2829415 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2829914.750000 Penalty: 5034.436523
	Iteration 3Q: 3 clusters Score -2829915 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2830410.250000 Penalty: 5034.436523
	Iteration 4Q: 3 clusters Score -2830410 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2830913.250000 Penalty: 5034.436523
	Iteration 5Q: 3 clusters Score -2830913 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2831563.500000 Penalty: 5034.436523
	Iteration 6Q: 3 clusters Score -2831564 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2832303.500000 Penalty: 5034.436523
	Iteration 7Q: 3 clusters Score -2832304 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2833062.250000 Penalty: 5034.436523
	Iteration 8F: 3 clusters Score -2833062 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2833768.500000 Penalty: 5034.436523
	Iteration 9Q: 3 clusters Score -2833768 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2834389.750000 Penalty: 5034.436523
	Iteration 10Q: 3 clusters Score -2834390 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2834829.750000 Penalty: 5034.436523
	Iteration 11Q: 3 clusters Score -2834830 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2835137.250000 Penalty: 5034.436523
	Iteration 12Q: 3 clusters Score -2835137 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2835359.500000 Penalty: 5034.436523
	Iteration 13Q: 3 clusters Score -2835360 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2835540.250000 Penalty: 5034.436523
	Iteration 14Q: 3 clusters Score -2835540 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2835640.000000 Penalty: 5034.436523
	Iteration 15Q: 3 clusters Score -2835640 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2835749.750000 Penalty: 5034.436523
	Iteration 16Q: 3 clusters Score -2835750 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2835844.250000 Penalty: 5034.436523
	Iteration 17Q: 3 clusters Score -2835844 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2835917.000000 Penalty: 5034.436523
	Iteration 18Q: 3 clusters Score -2835917 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2835977.500000 Penalty: 5034.436523
	Iteration 19Q: 3 clusters Score -2835978 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2836025.000000 Penalty: 5034.436523
	Iteration 20F: 3 clusters Score -2836025 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2836071.250000 Penalty: 5034.436523
	Iteration 21Q: 3 clusters Score -2836071 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2836101.500000 Penalty: 5034.436523
	Iteration 22Q: 3 clusters Score -2836102 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2836130.000000 Penalty: 5034.436523
	Iteration 23Q: 3 clusters Score -2836130 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2836165.250000 Penalty: 5034.436523
	Iteration 24Q: 3 clusters Score -2836165 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2836193.500000 Penalty: 5034.436523
	Iteration 25Q: 3 clusters Score -2836194 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2836221.250000 Penalty: 5034.436523
	Iteration 26Q: 3 clusters Score -2836221 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2836235.250000 Penalty: 5034.436523
	Iteration 27Q: 3 clusters Score -2836235 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2836253.000000 Penalty: 5034.436523
	Iteration 28Q: 3 clusters Score -2836253 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2836278.250000 Penalty: 5034.436523
	Iteration 29Q: 3 clusters Score -2836278 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2836277.000000 Penalty: 5034.436523
	Iteration 30Q: 3 clusters Score -2836277 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2836295.500000 Penalty: 5034.436523
	Iteration 31Q: 3 clusters Score -2836296 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2836306.500000 Penalty: 5034.436523
	Iteration 32Q: 3 clusters Score -2836306 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2836341.750000 Penalty: 5034.436523
	Iteration 33Q: 3 clusters Score -2836342 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2836374.000000 Penalty: 5034.436523
	Iteration 34Q: 3 clusters Score -2836374 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2836380.250000 Penalty: 5034.436523
	Iteration 35Q: 3 clusters Score -2836380 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2836398.750000 Penalty: 5034.436523
	Iteration 36Q: 3 clusters Score -2836399 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2836447.500000 Penalty: 5034.436523
	Iteration 37Q: 3 clusters Score -2836448 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2836486.250000 Penalty: 5034.436523
	Iteration 38Q: 3 clusters Score -2836486 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2836537.250000 Penalty: 5034.436523
	Iteration 39Q: 3 clusters Score -2836537 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2836581.000000 Penalty: 5034.436523
	Iteration 40F: 3 clusters Score -2836581 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2836660.750000 Penalty: 5034.436523
	Iteration 41Q: 3 clusters Score -2836661 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2836732.500000 Penalty: 5034.436523
	Iteration 42Q: 3 clusters Score -2836732 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2836824.500000 Penalty: 5034.436523
	Iteration 43Q: 3 clusters Score -2836824 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2836907.500000 Penalty: 5034.436523
	Iteration 44Q: 3 clusters Score -2836908 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2837008.750000 Penalty: 5034.436523
	Iteration 45Q: 3 clusters Score -2837009 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2837100.000000 Penalty: 5034.436523
	Iteration 46Q: 3 clusters Score -2837100 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2837199.250000 Penalty: 5034.436523
	Iteration 47Q: 3 clusters Score -2837199 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2837290.000000 Penalty: 5034.436523
	Iteration 48Q: 3 clusters Score -2837290 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2837410.000000 Penalty: 5034.436523
	Iteration 49Q: 3 clusters Score -2837410 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2837542.250000 Penalty: 5034.436523
	Iteration 50Q: 3 clusters Score -2837542 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2837653.000000 Penalty: 5034.436523
	Iteration 51Q: 3 clusters Score -2837653 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2837774.250000 Penalty: 5034.436523
	Iteration 52Q: 3 clusters Score -2837774 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2837907.000000 Penalty: 5034.436523
	Iteration 53Q: 3 clusters Score -2837907 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2838044.750000 Penalty: 5034.436523
	Iteration 54Q: 3 clusters Score -2838045 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2838154.250000 Penalty: 5034.436523
	Iteration 55Q: 3 clusters Score -2838154 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2838265.750000 Penalty: 5034.436523
	Iteration 56Q: 3 clusters Score -2838266 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -2838362.750000 Penalty: 5034.436523
	Iteration 57Q: 3 clusters Score -2838363 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -2838454.500000 Penalty: 5034.436523
	Iteration 58Q: 3 clusters Score -2838454 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2838521.000000 Penalty: 5034.436523
	Iteration 59Q: 3 clusters Score -2838521 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -2838570.250000 Penalty: 5034.436523
	Iteration 60F: 3 clusters Score -2838570 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -2838607.750000 Penalty: 5034.436523
	Iteration 61Q: 3 clusters Score -2838608 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -2838657.000000 Penalty: 5034.436523
	Iteration 62Q: 3 clusters Score -2838657 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2838682.750000 Penalty: 5034.436523
	Iteration 63Q: 3 clusters Score -2838683 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2838716.250000 Penalty: 5034.436523
	Iteration 64Q: 3 clusters Score -2838716 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2838734.000000 Penalty: 5034.436523
	Iteration 65Q: 3 clusters Score -2838734 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2838755.000000 Penalty: 5034.436523
	Iteration 66Q: 3 clusters Score -2838755 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -2838779.000000 Penalty: 5034.436523
	Iteration 67Q: 3 clusters Score -2838779 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -2838786.250000 Penalty: 5034.436523
	Iteration 68Q: 3 clusters Score -2838786 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -2838808.750000 Penalty: 5034.436523
	Iteration 69Q: 3 clusters Score -2838809 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -2838831.250000 Penalty: 5034.436523
	Iteration 70Q: 3 clusters Score -2838831 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -2838846.000000 Penalty: 5034.436523
	Iteration 71Q: 3 clusters Score -2838846 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -2838862.250000 Penalty: 5034.436523
	Iteration 72Q: 3 clusters Score -2838862 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -2838879.500000 Penalty: 5034.436523
	Iteration 73Q: 3 clusters Score -2838880 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -2838893.750000 Penalty: 5034.436523
	Iteration 74Q: 3 clusters Score -2838894 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -2838914.500000 Penalty: 5034.436523
	Iteration 75Q: 3 clusters Score -2838914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -2838914.750000 Penalty: 5034.436523
	Iteration 76Q: 3 clusters Score -2838915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -2838929.500000 Penalty: 5034.436523
	Iteration 77Q: 3 clusters Score -2838930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -2838941.250000 Penalty: 5034.436523
	Iteration 78Q: 3 clusters Score -2838941 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -2838934.500000 Penalty: 5034.436523
	Iteration 79Q: 3 clusters Score -2838934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -2838937.500000 Penalty: 5034.436523
	Iteration 80F: 3 clusters Score -2838938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -2838937.000000 Penalty: 5034.436523
	Iteration 81Q: 3 clusters Score -2838937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -2838945.250000 Penalty: 5034.436523
	Iteration 82Q: 3 clusters Score -2838945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -2838946.250000 Penalty: 5034.436523
	Iteration 83Q: 3 clusters Score -2838946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -2838953.000000 Penalty: 5034.436523
	Iteration 84Q: 3 clusters Score -2838953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -2838959.250000 Penalty: 5034.436523
	Iteration 85Q: 3 clusters Score -2838959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -2838959.750000 Penalty: 5034.436523
	Iteration 86Q: 3 clusters Score -2838960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -2838963.500000 Penalty: 5034.436523
	Iteration 87Q: 3 clusters Score -2838964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -2838967.250000 Penalty: 5034.436523
	Iteration 88Q: 3 clusters Score -2838967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -2838968.000000 Penalty: 5034.436523
	Iteration 89Q: 3 clusters Score -2838968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -2838966.000000 Penalty: 5034.436523
	Iteration 90Q: 3 clusters Score -2838966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -2838969.750000 Penalty: 5034.436523
	Iteration 91Q: 3 clusters Score -2838970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -2838973.500000 Penalty: 5034.436523
	Iteration 92Q: 3 clusters Score -2838974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -2838973.500000 Penalty: 5034.436523
	Iteration 93Q: 3 clusters Score -2838974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -2838978.750000 Penalty: 5034.436523
	Iteration 94Q: 3 clusters Score -2838979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -2838980.750000 Penalty: 5034.436523
	Iteration 95Q: 3 clusters Score -2838981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -2838976.750000 Penalty: 5034.436523
	Iteration 96Q: 3 clusters Score -2838977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -2838977.500000 Penalty: 5034.436523
	Iteration 97Q: 3 clusters Score -2838978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -2838976.250000 Penalty: 5034.436523
	Iteration 98Q: 3 clusters Score -2838976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -2838978.750000 Penalty: 5034.436523
	Iteration 99Q: 3 clusters Score -2838979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -2838982.500000 Penalty: 5034.436523
	Iteration 100F: 3 clusters Score -2838982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -2838979.500000 Penalty: 5034.436523
	Iteration 101Q: 3 clusters Score -2838980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -2838982.000000 Penalty: 5034.436523
	Iteration 102Q: 3 clusters Score -2838982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -2838982.000000 Penalty: 5034.436523
	Iteration 103Q: 3 clusters Score -2838982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -2838983.000000 Penalty: 5034.436523
	Iteration 104Q: 3 clusters Score -2838983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -2838983.000000 Penalty: 5034.436523
	Iteration 105F: 3 clusters Score -2838983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Entering Unmasked Estep 
Score: -2156554.250000 Penalty: 2418.660889
	Iteration 0F: 2 clusters Score -2156554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2144364.500000 Penalty: 4837.321777
	Iteration 0F: 3 clusters Score -2144364 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2148265.750000 Penalty: 4837.321777
	Iteration 1F: 3 clusters Score -2148266 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2148633.250000 Penalty: 4837.321777
	Iteration 2F: 3 clusters Score -2148633 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2148952.000000 Penalty: 4837.321777
	Iteration 3Q: 3 clusters Score -2148952 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2149227.000000 Penalty: 4837.321777
	Iteration 4Q: 3 clusters Score -2149227 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2149519.250000 Penalty: 4837.321777
	Iteration 5Q: 3 clusters Score -2149519 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2149822.250000 Penalty: 4837.321777
	Iteration 6Q: 3 clusters Score -2149822 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2150169.000000 Penalty: 4837.321777
	Iteration 7Q: 3 clusters Score -2150169 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2150600.000000 Penalty: 4837.321777
	Iteration 8Q: 3 clusters Score -2150600 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2151069.000000 Penalty: 4837.321777
	Iteration 9Q: 3 clusters Score -2151069 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2151524.000000 Penalty: 4837.321777
	Iteration 10Q: 3 clusters Score -2151524 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2151965.500000 Penalty: 4837.321777
	Iteration 11Q: 3 clusters Score -2151966 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2152352.250000 Penalty: 4837.321777
	Iteration 12Q: 3 clusters Score -2152352 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2152664.500000 Penalty: 4837.321777
	Iteration 13Q: 3 clusters Score -2152664 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2152884.000000 Penalty: 4837.321777
	Iteration 14Q: 3 clusters Score -2152884 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2153034.250000 Penalty: 4837.321777
	Iteration 15Q: 3 clusters Score -2153034 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2153135.500000 Penalty: 4837.321777
	Iteration 16Q: 3 clusters Score -2153136 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2153215.750000 Penalty: 4837.321777
	Iteration 17Q: 3 clusters Score -2153216 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2153271.000000 Penalty: 4837.321777
	Iteration 18Q: 3 clusters Score -2153271 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2153323.250000 Penalty: 4837.321777
	Iteration 19Q: 3 clusters Score -2153323 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2153363.500000 Penalty: 4837.321777
	Iteration 20F: 3 clusters Score -2153364 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2153397.000000 Penalty: 4837.321777
	Iteration 21Q: 3 clusters Score -2153397 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2153438.750000 Penalty: 4837.321777
	Iteration 22Q: 3 clusters Score -2153439 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2153472.250000 Penalty: 4837.321777
	Iteration 23Q: 3 clusters Score -2153472 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2153503.250000 Penalty: 4837.321777
	Iteration 24Q: 3 clusters Score -2153503 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2153530.000000 Penalty: 4837.321777
	Iteration 25Q: 3 clusters Score -2153530 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2153552.750000 Penalty: 4837.321777
	Iteration 26Q: 3 clusters Score -2153553 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2153584.750000 Penalty: 4837.321777
	Iteration 27Q: 3 clusters Score -2153585 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2153615.750000 Penalty: 4837.321777
	Iteration 28Q: 3 clusters Score -2153616 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2153644.750000 Penalty: 4837.321777
	Iteration 29Q: 3 clusters Score -2153645 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2153684.750000 Penalty: 4837.321777
	Iteration 30Q: 3 clusters Score -2153685 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2153729.750000 Penalty: 4837.321777
	Iteration 31Q: 3 clusters Score -2153730 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2153786.000000 Penalty: 4837.321777
	Iteration 32Q: 3 clusters Score -2153786 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2153845.500000 Penalty: 4837.321777
	Iteration 33Q: 3 clusters Score -2153846 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2153911.750000 Penalty: 4837.321777
	Iteration 34Q: 3 clusters Score -2153912 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2153970.750000 Penalty: 4837.321777
	Iteration 35Q: 3 clusters Score -2153971 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2154025.500000 Penalty: 4837.321777
	Iteration 36Q: 3 clusters Score -2154026 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2154074.250000 Penalty: 4837.321777
	Iteration 37Q: 3 clusters Score -2154074 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2154119.500000 Penalty: 4837.321777
	Iteration 38Q: 3 clusters Score -2154120 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2154151.750000 Penalty: 4837.321777
	Iteration 39Q: 3 clusters Score -2154152 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2154184.250000 Penalty: 4837.321777
	Iteration 40F: 3 clusters Score -2154184 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2154221.000000 Penalty: 4837.321777
	Iteration 41Q: 3 clusters Score -2154221 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2154248.500000 Penalty: 4837.321777
	Iteration 42Q: 3 clusters Score -2154248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2154272.500000 Penalty: 4837.321777
	Iteration 43Q: 3 clusters Score -2154272 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2154285.000000 Penalty: 4837.321777
	Iteration 44Q: 3 clusters Score -2154285 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2154301.000000 Penalty: 4837.321777
	Iteration 45Q: 3 clusters Score -2154301 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2154318.000000 Penalty: 4837.321777
	Iteration 46Q: 3 clusters Score -2154318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2154328.500000 Penalty: 4837.321777
	Iteration 47Q: 3 clusters Score -2154328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2154342.750000 Penalty: 4837.321777
	Iteration 48Q: 3 clusters Score -2154343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2154359.500000 Penalty: 4837.321777
	Iteration 49Q: 3 clusters Score -2154360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2154366.750000 Penalty: 4837.321777
	Iteration 50Q: 3 clusters Score -2154367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2154384.500000 Penalty: 4837.321777
	Iteration 51Q: 3 clusters Score -2154384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2154396.500000 Penalty: 4837.321777
	Iteration 52Q: 3 clusters Score -2154396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2154406.500000 Penalty: 4837.321777
	Iteration 53Q: 3 clusters Score -2154406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2154420.000000 Penalty: 4837.321777
	Iteration 54Q: 3 clusters Score -2154420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2154426.750000 Penalty: 4837.321777
	Iteration 55Q: 3 clusters Score -2154427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2154432.500000 Penalty: 4837.321777
	Iteration 56Q: 3 clusters Score -2154432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2154437.500000 Penalty: 4837.321777
	Iteration 57Q: 3 clusters Score -2154438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2154444.000000 Penalty: 4837.321777
	Iteration 58Q: 3 clusters Score -2154444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2154451.000000 Penalty: 4837.321777
	Iteration 59Q: 3 clusters Score -2154451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2154454.250000 Penalty: 4837.321777
	Iteration 60F: 3 clusters Score -2154454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2154463.750000 Penalty: 4837.321777
	Iteration 61Q: 3 clusters Score -2154464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2154467.750000 Penalty: 4837.321777
	Iteration 62Q: 3 clusters Score -2154468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2154467.500000 Penalty: 4837.321777
	Iteration 63Q: 3 clusters Score -2154468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2154468.500000 Penalty: 4837.321777
	Iteration 64Q: 3 clusters Score -2154468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2154469.500000 Penalty: 4837.321777
	Iteration 65Q: 3 clusters Score -2154470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2154473.500000 Penalty: 4837.321777
	Iteration 66Q: 3 clusters Score -2154474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2154474.750000 Penalty: 4837.321777
	Iteration 67Q: 3 clusters Score -2154475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2154478.750000 Penalty: 4837.321777
	Iteration 68Q: 3 clusters Score -2154479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2154476.000000 Penalty: 4837.321777
	Iteration 69Q: 3 clusters Score -2154476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2154481.000000 Penalty: 4837.321777
	Iteration 70Q: 3 clusters Score -2154481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2154484.500000 Penalty: 4837.321777
	Iteration 71Q: 3 clusters Score -2154484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2154485.000000 Penalty: 4837.321777
	Iteration 72Q: 3 clusters Score -2154485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2154488.750000 Penalty: 4837.321777
	Iteration 73Q: 3 clusters Score -2154489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2154490.000000 Penalty: 4837.321777
	Iteration 74Q: 3 clusters Score -2154490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2154489.500000 Penalty: 4837.321777
	Iteration 75Q: 3 clusters Score -2154490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2154490.250000 Penalty: 4837.321777
	Iteration 76Q: 3 clusters Score -2154490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2154490.250000 Penalty: 4837.321777
	Iteration 77F: 3 clusters Score -2154490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (292430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292430 members 
Entering Unmasked Estep 
Score: -36272088.000000 Penalty: 3121.323242
	Iteration 0F: 2 clusters Score -3.627209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145814 members 
Mstep: Class 2 contains 146616 members 
Entering Unmasked Estep 
Score: -36085388.000000 Penalty: 6242.646484
	Iteration 0F: 3 clusters Score -3.608539e+07 nChanged 141516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139200 members 
Mstep: Class 2 contains 153230 members 
Entering Unmasked Estep 
Score: -36169180.000000 Penalty: 6242.646484
	Iteration 1F: 3 clusters Score -3.616918e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134738 members 
Mstep: Class 2 contains 157692 members 
Entering Unmasked Estep 
Score: -36170700.000000 Penalty: 6242.646484
	Iteration 2Q: 3 clusters Score -3.61707e+07 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127489 members 
Mstep: Class 2 contains 164941 members 
Entering Unmasked Estep 
Score: -36173080.000000 Penalty: 6242.646484
	Iteration 3Q: 3 clusters Score -3.617308e+07 nChanged 11523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116390 members 
Mstep: Class 2 contains 176040 members 
Entering Unmasked Estep 
Score: -36176980.000000 Penalty: 6242.646484
	Iteration 4Q: 3 clusters Score -3.617698e+07 nChanged 17175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99311 members 
Mstep: Class 2 contains 193119 members 
Entering Unmasked Estep 
Score: -36185964.000000 Penalty: 6242.646484
	Iteration 5F: 3 clusters Score -3.618596e+07 nChanged 23966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75353 members 
Mstep: Class 2 contains 217077 members 
Entering Unmasked Estep 
Score: -36202796.000000 Penalty: 6242.646484
	Iteration 6F: 3 clusters Score -3.62028e+07 nChanged 28790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 245863 members 
Entering Unmasked Estep 
Score: -36227032.000000 Penalty: 6242.646484
	Iteration 7F: 3 clusters Score -3.622703e+07 nChanged 25139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 271002 members 
Entering Unmasked Estep 
Score: -36250408.000000 Penalty: 6242.646484
	Iteration 8F: 3 clusters Score -3.625041e+07 nChanged 14207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 285209 members 
Entering Unmasked Estep 
Score: -36263012.000000 Penalty: 6242.646484
	Iteration 9Q: 3 clusters Score -3.626301e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 290318 members 
Entering Unmasked Estep 
Score: -36267548.000000 Penalty: 6242.646484
	Iteration 10Q: 3 clusters Score -3.626755e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 291688 members 
Entering Unmasked Estep 
Score: -36268740.000000 Penalty: 6242.646484
	Iteration 11Q: 3 clusters Score -3.626874e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 291994 members 
Entering Unmasked Estep 
Score: -36269084.000000 Penalty: 6242.646484
	Iteration 12Q: 3 clusters Score -3.626908e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 292089 members 
Entering Unmasked Estep 
Score: -36269172.000000 Penalty: 6242.646484
	Iteration 13Q: 3 clusters Score -3.626917e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 292125 members 
Entering Unmasked Estep 
Score: -36269252.000000 Penalty: 6242.646484
	Iteration 14Q: 3 clusters Score -3.626925e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 292142 members 
Entering Unmasked Estep 
Score: -36269324.000000 Penalty: 6242.646484
	Iteration 15Q: 3 clusters Score -3.626932e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 292155 members 
Entering Unmasked Estep 
Score: -36269356.000000 Penalty: 6242.646484
	Iteration 16Q: 3 clusters Score -3.626936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 292161 members 
Entering Unmasked Estep 
Score: -36269356.000000 Penalty: 6242.646484
	Iteration 17Q: 3 clusters Score -3.626936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 292162 members 
Entering Unmasked Estep 
Score: -36269352.000000 Penalty: 6242.646484
	Iteration 18Q: 3 clusters Score -3.626935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 292167 members 
Entering Unmasked Estep 
Score: -36269372.000000 Penalty: 6242.646484
	Iteration 19Q: 3 clusters Score -3.626937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 292172 members 
Entering Unmasked Estep 
Score: -36269416.000000 Penalty: 6242.646484
	Iteration 20F: 3 clusters Score -3.626942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 292171 members 
Entering Unmasked Estep 
Score: -36269404.000000 Penalty: 6242.646484
	Iteration 21Q: 3 clusters Score -3.62694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 292170 members 
Entering Unmasked Estep 
Score: -36269428.000000 Penalty: 6242.646484
	Iteration 22Q: 3 clusters Score -3.626943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 292170 members 
Entering Unmasked Estep 
Score: -36269412.000000 Penalty: 6242.646484
	Iteration 23Q: 3 clusters Score -3.626941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 292170 members 
Entering Unmasked Estep 
Score: -36269412.000000 Penalty: 6242.646484
	Iteration 24F: 3 clusters Score -3.626941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Entering Unmasked Estep 
Score: -294538.468750 Penalty: 1961.188843
	Iteration 0F: 2 clusters Score -294538.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -291490.687500 Penalty: 3922.377686
	Iteration 0F: 3 clusters Score -291490.7 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -292147.875000 Penalty: 3922.377686
	Iteration 1F: 3 clusters Score -292147.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -292310.437500 Penalty: 3922.377686
	Iteration 2F: 3 clusters Score -292310.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -292403.625000 Penalty: 3922.377686
	Iteration 3Q: 3 clusters Score -292403.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -292475.218750 Penalty: 3922.377686
	Iteration 4Q: 3 clusters Score -292475.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -292543.531250 Penalty: 3922.377686
	Iteration 5Q: 3 clusters Score -292543.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -292614.406250 Penalty: 3922.377686
	Iteration 6Q: 3 clusters Score -292614.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -292693.437500 Penalty: 3922.377686
	Iteration 7Q: 3 clusters Score -292693.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -292795.218750 Penalty: 3922.377686
	Iteration 8Q: 3 clusters Score -292795.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -292883.812500 Penalty: 3922.377686
	Iteration 9Q: 3 clusters Score -292883.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -292947.031250 Penalty: 3922.377686
	Iteration 10Q: 3 clusters Score -292947 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -292990.531250 Penalty: 3922.377686
	Iteration 11Q: 3 clusters Score -292990.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -293026.906250 Penalty: 3922.377686
	Iteration 12Q: 3 clusters Score -293026.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -293050.875000 Penalty: 3922.377686
	Iteration 13Q: 3 clusters Score -293050.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -293062.281250 Penalty: 3922.377686
	Iteration 14Q: 3 clusters Score -293062.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -293072.937500 Penalty: 3922.377686
	Iteration 15Q: 3 clusters Score -293072.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -293087.343750 Penalty: 3922.377686
	Iteration 16Q: 3 clusters Score -293087.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -293093.187500 Penalty: 3922.377686
	Iteration 17Q: 3 clusters Score -293093.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -293098.750000 Penalty: 3922.377686
	Iteration 18Q: 3 clusters Score -293098.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -293102.125000 Penalty: 3922.377686
	Iteration 19Q: 3 clusters Score -293102.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -293106.125000 Penalty: 3922.377686
	Iteration 20F: 3 clusters Score -293106.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -293107.625000 Penalty: 3922.377686
	Iteration 21Q: 3 clusters Score -293107.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -293109.406250 Penalty: 3922.377686
	Iteration 22Q: 3 clusters Score -293109.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -293110.781250 Penalty: 3922.377686
	Iteration 23Q: 3 clusters Score -293110.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -293110.625000 Penalty: 3922.377686
	Iteration 24Q: 3 clusters Score -293110.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -293111.218750 Penalty: 3922.377686
	Iteration 25Q: 3 clusters Score -293111.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -293111.218750 Penalty: 3922.377686
	Iteration 26F: 3 clusters Score -293111.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Entering Unmasked Estep 
Score: -1016185.625000 Penalty: 2247.048584
	Iteration 0F: 2 clusters Score -1016186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1009383.375000 Penalty: 4494.097168
	Iteration 0F: 3 clusters Score -1009383 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1011653.500000 Penalty: 4494.097168
	Iteration 1F: 3 clusters Score -1011654 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1012435.500000 Penalty: 4494.097168
	Iteration 2F: 3 clusters Score -1012436 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1013086.250000 Penalty: 4494.097168
	Iteration 3F: 3 clusters Score -1013086 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1013640.125000 Penalty: 4494.097168
	Iteration 4F: 3 clusters Score -1013640 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1014107.000000 Penalty: 4494.097168
	Iteration 5F: 3 clusters Score -1014107 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1014453.437500 Penalty: 4494.097168
	Iteration 6F: 3 clusters Score -1014453 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1014701.187500 Penalty: 4494.097168
	Iteration 7Q: 3 clusters Score -1014701 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1014854.937500 Penalty: 4494.097168
	Iteration 8Q: 3 clusters Score -1014855 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1014948.812500 Penalty: 4494.097168
	Iteration 9Q: 3 clusters Score -1014949 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1015008.125000 Penalty: 4494.097168
	Iteration 10Q: 3 clusters Score -1015008 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1015045.875000 Penalty: 4494.097168
	Iteration 11Q: 3 clusters Score -1015046 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1015073.812500 Penalty: 4494.097168
	Iteration 12Q: 3 clusters Score -1015074 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1015091.500000 Penalty: 4494.097168
	Iteration 13Q: 3 clusters Score -1015092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1015103.875000 Penalty: 4494.097168
	Iteration 14Q: 3 clusters Score -1015104 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1015120.937500 Penalty: 4494.097168
	Iteration 15Q: 3 clusters Score -1015121 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1015130.062500 Penalty: 4494.097168
	Iteration 16Q: 3 clusters Score -1015130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1015135.750000 Penalty: 4494.097168
	Iteration 17Q: 3 clusters Score -1015136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1015138.062500 Penalty: 4494.097168
	Iteration 18Q: 3 clusters Score -1015138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1015143.500000 Penalty: 4494.097168
	Iteration 19Q: 3 clusters Score -1015144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1015146.187500 Penalty: 4494.097168
	Iteration 20F: 3 clusters Score -1015146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1015150.187500 Penalty: 4494.097168
	Iteration 21Q: 3 clusters Score -1015150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1015151.187500 Penalty: 4494.097168
	Iteration 22Q: 3 clusters Score -1015151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1015158.062500 Penalty: 4494.097168
	Iteration 23Q: 3 clusters Score -1015158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1015162.000000 Penalty: 4494.097168
	Iteration 24Q: 3 clusters Score -1015162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1015164.250000 Penalty: 4494.097168
	Iteration 25Q: 3 clusters Score -1015164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1015168.875000 Penalty: 4494.097168
	Iteration 26Q: 3 clusters Score -1015169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1015169.750000 Penalty: 4494.097168
	Iteration 27Q: 3 clusters Score -1015170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1015169.937500 Penalty: 4494.097168
	Iteration 28Q: 3 clusters Score -1015170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1015170.625000 Penalty: 4494.097168
	Iteration 29Q: 3 clusters Score -1015171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1015172.875000 Penalty: 4494.097168
	Iteration 30Q: 3 clusters Score -1015173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1015172.562500 Penalty: 4494.097168
	Iteration 31Q: 3 clusters Score -1015173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1015174.937500 Penalty: 4494.097168
	Iteration 32Q: 3 clusters Score -1015175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1015173.625000 Penalty: 4494.097168
	Iteration 33Q: 3 clusters Score -1015174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1015173.625000 Penalty: 4494.097168
	Iteration 34F: 3 clusters Score -1015174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Entering Unmasked Estep 
Score: -762307.937500 Penalty: 2170.875244
	Iteration 0F: 2 clusters Score -762307.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -756997.875000 Penalty: 4341.750488
	Iteration 0F: 3 clusters Score -756997.9 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -758457.875000 Penalty: 4341.750488
	Iteration 1F: 3 clusters Score -758457.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -758862.250000 Penalty: 4341.750488
	Iteration 2F: 3 clusters Score -758862.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -759207.187500 Penalty: 4341.750488
	Iteration 3F: 3 clusters Score -759207.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -759582.250000 Penalty: 4341.750488
	Iteration 4F: 3 clusters Score -759582.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -760016.937500 Penalty: 4341.750488
	Iteration 5F: 3 clusters Score -760016.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -760442.937500 Penalty: 4341.750488
	Iteration 6F: 3 clusters Score -760442.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -760753.562500 Penalty: 4341.750488
	Iteration 7F: 3 clusters Score -760753.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -760905.875000 Penalty: 4341.750488
	Iteration 8Q: 3 clusters Score -760905.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -761008.625000 Penalty: 4341.750488
	Iteration 9Q: 3 clusters Score -761008.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -761068.625000 Penalty: 4341.750488
	Iteration 10Q: 3 clusters Score -761068.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -761103.812500 Penalty: 4341.750488
	Iteration 11Q: 3 clusters Score -761103.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -761122.812500 Penalty: 4341.750488
	Iteration 12Q: 3 clusters Score -761122.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -761132.375000 Penalty: 4341.750488
	Iteration 13Q: 3 clusters Score -761132.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -761138.000000 Penalty: 4341.750488
	Iteration 14Q: 3 clusters Score -761138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -761142.687500 Penalty: 4341.750488
	Iteration 15Q: 3 clusters Score -761142.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -761146.500000 Penalty: 4341.750488
	Iteration 16Q: 3 clusters Score -761146.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -761150.812500 Penalty: 4341.750488
	Iteration 17Q: 3 clusters Score -761150.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -761151.750000 Penalty: 4341.750488
	Iteration 18Q: 3 clusters Score -761151.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -761153.125000 Penalty: 4341.750488
	Iteration 19Q: 3 clusters Score -761153.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -761152.687500 Penalty: 4341.750488
	Iteration 20F: 3 clusters Score -761152.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -761156.437500 Penalty: 4341.750488
	Iteration 21Q: 3 clusters Score -761156.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -761158.625000 Penalty: 4341.750488
	Iteration 22Q: 3 clusters Score -761158.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -761158.687500 Penalty: 4341.750488
	Iteration 23Q: 3 clusters Score -761158.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -761158.687500 Penalty: 4341.750488
	Iteration 24F: 3 clusters Score -761158.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Entering Unmasked Estep 
Score: -1609591.750000 Penalty: 2349.421387
	Iteration 0F: 2 clusters Score -1609592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1599972.375000 Penalty: 4698.842773
	Iteration 0F: 3 clusters Score -1599972 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1602905.750000 Penalty: 4698.842773
	Iteration 1F: 3 clusters Score -1602906 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1603252.375000 Penalty: 4698.842773
	Iteration 2F: 3 clusters Score -1603252 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1603511.875000 Penalty: 4698.842773
	Iteration 3Q: 3 clusters Score -1603512 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1603721.500000 Penalty: 4698.842773
	Iteration 4Q: 3 clusters Score -1603722 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1603917.250000 Penalty: 4698.842773
	Iteration 5Q: 3 clusters Score -1603917 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1604087.875000 Penalty: 4698.842773
	Iteration 6Q: 3 clusters Score -1604088 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1604265.375000 Penalty: 4698.842773
	Iteration 7Q: 3 clusters Score -1604265 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1604458.500000 Penalty: 4698.842773
	Iteration 8Q: 3 clusters Score -1604458 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1604645.000000 Penalty: 4698.842773
	Iteration 9Q: 3 clusters Score -1604645 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1604845.000000 Penalty: 4698.842773
	Iteration 10Q: 3 clusters Score -1604845 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1605072.375000 Penalty: 4698.842773
	Iteration 11Q: 3 clusters Score -1605072 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1605313.500000 Penalty: 4698.842773
	Iteration 12Q: 3 clusters Score -1605314 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1605574.125000 Penalty: 4698.842773
	Iteration 13Q: 3 clusters Score -1605574 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1605795.625000 Penalty: 4698.842773
	Iteration 14Q: 3 clusters Score -1605796 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1606001.250000 Penalty: 4698.842773
	Iteration 15Q: 3 clusters Score -1606001 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1606159.125000 Penalty: 4698.842773
	Iteration 16Q: 3 clusters Score -1606159 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1606265.750000 Penalty: 4698.842773
	Iteration 17Q: 3 clusters Score -1606266 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1606340.500000 Penalty: 4698.842773
	Iteration 18Q: 3 clusters Score -1606340 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1606397.250000 Penalty: 4698.842773
	Iteration 19Q: 3 clusters Score -1606397 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1606444.125000 Penalty: 4698.842773
	Iteration 20F: 3 clusters Score -1606444 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1606491.250000 Penalty: 4698.842773
	Iteration 21Q: 3 clusters Score -1606491 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1606525.375000 Penalty: 4698.842773
	Iteration 22Q: 3 clusters Score -1606525 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1606555.875000 Penalty: 4698.842773
	Iteration 23Q: 3 clusters Score -1606556 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1606585.250000 Penalty: 4698.842773
	Iteration 24Q: 3 clusters Score -1606585 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1606598.125000 Penalty: 4698.842773
	Iteration 25Q: 3 clusters Score -1606598 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1606609.875000 Penalty: 4698.842773
	Iteration 26Q: 3 clusters Score -1606610 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1606633.125000 Penalty: 4698.842773
	Iteration 27Q: 3 clusters Score -1606633 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1606644.750000 Penalty: 4698.842773
	Iteration 28Q: 3 clusters Score -1606645 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1606660.000000 Penalty: 4698.842773
	Iteration 29Q: 3 clusters Score -1606660 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1606665.875000 Penalty: 4698.842773
	Iteration 30Q: 3 clusters Score -1606666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1606668.750000 Penalty: 4698.842773
	Iteration 31Q: 3 clusters Score -1606669 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1606674.500000 Penalty: 4698.842773
	Iteration 32Q: 3 clusters Score -1606674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1606674.375000 Penalty: 4698.842773
	Iteration 33Q: 3 clusters Score -1606674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1606678.375000 Penalty: 4698.842773
	Iteration 34Q: 3 clusters Score -1606678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1606687.500000 Penalty: 4698.842773
	Iteration 35Q: 3 clusters Score -1606688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1606688.125000 Penalty: 4698.842773
	Iteration 36Q: 3 clusters Score -1606688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1606696.750000 Penalty: 4698.842773
	Iteration 37Q: 3 clusters Score -1606697 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1606713.125000 Penalty: 4698.842773
	Iteration 38Q: 3 clusters Score -1606713 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1606713.000000 Penalty: 4698.842773
	Iteration 39Q: 3 clusters Score -1606713 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1606718.750000 Penalty: 4698.842773
	Iteration 40F: 3 clusters Score -1606719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1606724.750000 Penalty: 4698.842773
	Iteration 41Q: 3 clusters Score -1606725 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1606726.000000 Penalty: 4698.842773
	Iteration 42Q: 3 clusters Score -1606726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1606732.125000 Penalty: 4698.842773
	Iteration 43Q: 3 clusters Score -1606732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1606743.125000 Penalty: 4698.842773
	Iteration 44Q: 3 clusters Score -1606743 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1606751.875000 Penalty: 4698.842773
	Iteration 45Q: 3 clusters Score -1606752 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1606759.375000 Penalty: 4698.842773
	Iteration 46Q: 3 clusters Score -1606759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1606762.250000 Penalty: 4698.842773
	Iteration 47Q: 3 clusters Score -1606762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1606765.875000 Penalty: 4698.842773
	Iteration 48Q: 3 clusters Score -1606766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1606765.625000 Penalty: 4698.842773
	Iteration 49Q: 3 clusters Score -1606766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1606768.875000 Penalty: 4698.842773
	Iteration 50Q: 3 clusters Score -1606769 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1606776.000000 Penalty: 4698.842773
	Iteration 51Q: 3 clusters Score -1606776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1606777.500000 Penalty: 4698.842773
	Iteration 52Q: 3 clusters Score -1606778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1606779.125000 Penalty: 4698.842773
	Iteration 53Q: 3 clusters Score -1606779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1606785.500000 Penalty: 4698.842773
	Iteration 54Q: 3 clusters Score -1606786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1606797.250000 Penalty: 4698.842773
	Iteration 55Q: 3 clusters Score -1606797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1606805.500000 Penalty: 4698.842773
	Iteration 56Q: 3 clusters Score -1606806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1606809.875000 Penalty: 4698.842773
	Iteration 57Q: 3 clusters Score -1606810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1606812.625000 Penalty: 4698.842773
	Iteration 58Q: 3 clusters Score -1606813 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1606818.500000 Penalty: 4698.842773
	Iteration 59Q: 3 clusters Score -1606818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1606829.750000 Penalty: 4698.842773
	Iteration 60F: 3 clusters Score -1606830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1606831.625000 Penalty: 4698.842773
	Iteration 61Q: 3 clusters Score -1606832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1606836.625000 Penalty: 4698.842773
	Iteration 62Q: 3 clusters Score -1606837 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1606840.750000 Penalty: 4698.842773
	Iteration 63Q: 3 clusters Score -1606841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1606843.750000 Penalty: 4698.842773
	Iteration 64Q: 3 clusters Score -1606844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1606845.250000 Penalty: 4698.842773
	Iteration 65Q: 3 clusters Score -1606845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1606854.000000 Penalty: 4698.842773
	Iteration 66Q: 3 clusters Score -1606854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1606860.875000 Penalty: 4698.842773
	Iteration 67Q: 3 clusters Score -1606861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1606867.375000 Penalty: 4698.842773
	Iteration 68Q: 3 clusters Score -1606867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1606866.625000 Penalty: 4698.842773
	Iteration 69Q: 3 clusters Score -1606867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1606869.625000 Penalty: 4698.842773
	Iteration 70Q: 3 clusters Score -1606870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1606868.000000 Penalty: 4698.842773
	Iteration 71Q: 3 clusters Score -1606868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1606871.375000 Penalty: 4698.842773
	Iteration 72Q: 3 clusters Score -1606871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1606871.125000 Penalty: 4698.842773
	Iteration 73Q: 3 clusters Score -1606871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1606879.625000 Penalty: 4698.842773
	Iteration 74Q: 3 clusters Score -1606880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1606878.250000 Penalty: 4698.842773
	Iteration 75Q: 3 clusters Score -1606878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1606882.375000 Penalty: 4698.842773
	Iteration 76Q: 3 clusters Score -1606882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1606883.125000 Penalty: 4698.842773
	Iteration 77Q: 3 clusters Score -1606883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1606889.125000 Penalty: 4698.842773
	Iteration 78Q: 3 clusters Score -1606889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1606889.875000 Penalty: 4698.842773
	Iteration 79Q: 3 clusters Score -1606890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1606896.375000 Penalty: 4698.842773
	Iteration 80F: 3 clusters Score -1606896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1606894.875000 Penalty: 4698.842773
	Iteration 81Q: 3 clusters Score -1606895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1606897.875000 Penalty: 4698.842773
	Iteration 82Q: 3 clusters Score -1606898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1606902.875000 Penalty: 4698.842773
	Iteration 83Q: 3 clusters Score -1606903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1606910.250000 Penalty: 4698.842773
	Iteration 84Q: 3 clusters Score -1606910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1606910.250000 Penalty: 4698.842773
	Iteration 85Q: 3 clusters Score -1606910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1606907.875000 Penalty: 4698.842773
	Iteration 86Q: 3 clusters Score -1606908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1606911.625000 Penalty: 4698.842773
	Iteration 87Q: 3 clusters Score -1606912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1606916.250000 Penalty: 4698.842773
	Iteration 88Q: 3 clusters Score -1606916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1606918.875000 Penalty: 4698.842773
	Iteration 89Q: 3 clusters Score -1606919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1606914.375000 Penalty: 4698.842773
	Iteration 90Q: 3 clusters Score -1606914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1606923.250000 Penalty: 4698.842773
	Iteration 91Q: 3 clusters Score -1606923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1606927.000000 Penalty: 4698.842773
	Iteration 92Q: 3 clusters Score -1606927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1606926.125000 Penalty: 4698.842773
	Iteration 93Q: 3 clusters Score -1606926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1606931.250000 Penalty: 4698.842773
	Iteration 94Q: 3 clusters Score -1606931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1606935.625000 Penalty: 4698.842773
	Iteration 95Q: 3 clusters Score -1606936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1606937.625000 Penalty: 4698.842773
	Iteration 96Q: 3 clusters Score -1606938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1606942.125000 Penalty: 4698.842773
	Iteration 97Q: 3 clusters Score -1606942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1606941.000000 Penalty: 4698.842773
	Iteration 98Q: 3 clusters Score -1606941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1606945.625000 Penalty: 4698.842773
	Iteration 99Q: 3 clusters Score -1606946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1606948.000000 Penalty: 4698.842773
	Iteration 100F: 3 clusters Score -1606948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1606950.500000 Penalty: 4698.842773
	Iteration 101Q: 3 clusters Score -1606950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1606955.375000 Penalty: 4698.842773
	Iteration 102Q: 3 clusters Score -1606955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1606958.250000 Penalty: 4698.842773
	Iteration 103Q: 3 clusters Score -1606958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1606961.375000 Penalty: 4698.842773
	Iteration 104Q: 3 clusters Score -1606961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1606961.750000 Penalty: 4698.842773
	Iteration 105Q: 3 clusters Score -1606962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1606965.750000 Penalty: 4698.842773
	Iteration 106Q: 3 clusters Score -1606966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1606969.750000 Penalty: 4698.842773
	Iteration 107Q: 3 clusters Score -1606970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1606969.375000 Penalty: 4698.842773
	Iteration 108Q: 3 clusters Score -1606969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1606973.875000 Penalty: 4698.842773
	Iteration 109Q: 3 clusters Score -1606974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1606969.750000 Penalty: 4698.842773
	Iteration 110Q: 3 clusters Score -1606970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1606969.500000 Penalty: 4698.842773
	Iteration 111Q: 3 clusters Score -1606970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1606970.250000 Penalty: 4698.842773
	Iteration 112Q: 3 clusters Score -1606970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1606973.125000 Penalty: 4698.842773
	Iteration 113Q: 3 clusters Score -1606973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1606969.250000 Penalty: 4698.842773
	Iteration 114Q: 3 clusters Score -1606969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1606970.875000 Penalty: 4698.842773
	Iteration 115Q: 3 clusters Score -1606971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1606971.250000 Penalty: 4698.842773
	Iteration 116Q: 3 clusters Score -1606971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1606976.000000 Penalty: 4698.842773
	Iteration 117Q: 3 clusters Score -1606976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1606975.875000 Penalty: 4698.842773
	Iteration 118Q: 3 clusters Score -1606976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1606978.375000 Penalty: 4698.842773
	Iteration 119Q: 3 clusters Score -1606978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1606978.875000 Penalty: 4698.842773
	Iteration 120F: 3 clusters Score -1606979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1606980.000000 Penalty: 4698.842773
	Iteration 121Q: 3 clusters Score -1606980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1606980.000000 Penalty: 4698.842773
	Iteration 122F: 3 clusters Score -1606980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (277073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277073 members 
Entering Unmasked Estep 
Score: -34347316.000000 Penalty: 3107.944824
	Iteration 0F: 2 clusters Score -3.434732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138237 members 
Mstep: Class 2 contains 138836 members 
Entering Unmasked Estep 
Score: -34168676.000000 Penalty: 6215.889648
	Iteration 0F: 3 clusters Score -3.416868e+07 nChanged 133688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132257 members 
Mstep: Class 2 contains 144816 members 
Entering Unmasked Estep 
Score: -34247532.000000 Penalty: 6215.889648
	Iteration 1F: 3 clusters Score -3.424753e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127670 members 
Mstep: Class 2 contains 149403 members 
Entering Unmasked Estep 
Score: -34249600.000000 Penalty: 6215.889648
	Iteration 2Q: 3 clusters Score -3.42496e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120479 members 
Mstep: Class 2 contains 156594 members 
Entering Unmasked Estep 
Score: -34252540.000000 Penalty: 6215.889648
	Iteration 3Q: 3 clusters Score -3.425254e+07 nChanged 12254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109787 members 
Mstep: Class 2 contains 167286 members 
Entering Unmasked Estep 
Score: -34257136.000000 Penalty: 6215.889648
	Iteration 4Q: 3 clusters Score -3.425714e+07 nChanged 16377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94218 members 
Mstep: Class 2 contains 182855 members 
Entering Unmasked Estep 
Score: -34265808.000000 Penalty: 6215.889648
	Iteration 5F: 3 clusters Score -3.426581e+07 nChanged 21343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 203846 members 
Entering Unmasked Estep 
Score: -34280528.000000 Penalty: 6215.889648
	Iteration 6F: 3 clusters Score -3.428053e+07 nChanged 24522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 228252 members 
Entering Unmasked Estep 
Score: -34300984.000000 Penalty: 6215.889648
	Iteration 7F: 3 clusters Score -3.430098e+07 nChanged 22515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 250715 members 
Entering Unmasked Estep 
Score: -34321740.000000 Penalty: 6215.889648
	Iteration 8F: 3 clusters Score -3.432174e+07 nChanged 15092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 265787 members 
Entering Unmasked Estep 
Score: -34336100.000000 Penalty: 6215.889648
	Iteration 9F: 3 clusters Score -3.43361e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 272906 members 
Entering Unmasked Estep 
Score: -34342184.000000 Penalty: 6215.889648
	Iteration 10Q: 3 clusters Score -3.434218e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 275331 members 
Entering Unmasked Estep 
Score: -34343808.000000 Penalty: 6215.889648
	Iteration 11Q: 3 clusters Score -3.434381e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 276133 members 
Entering Unmasked Estep 
Score: -34344400.000000 Penalty: 6215.889648
	Iteration 12Q: 3 clusters Score -3.43444e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 276382 members 
Entering Unmasked Estep 
Score: -34344576.000000 Penalty: 6215.889648
	Iteration 13Q: 3 clusters Score -3.434458e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 276490 members 
Entering Unmasked Estep 
Score: -34344692.000000 Penalty: 6215.889648
	Iteration 14Q: 3 clusters Score -3.434469e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 276541 members 
Entering Unmasked Estep 
Score: -34344728.000000 Penalty: 6215.889648
	Iteration 15Q: 3 clusters Score -3.434473e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 276573 members 
Entering Unmasked Estep 
Score: -34344808.000000 Penalty: 6215.889648
	Iteration 16Q: 3 clusters Score -3.434481e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 276584 members 
Entering Unmasked Estep 
Score: -34344832.000000 Penalty: 6215.889648
	Iteration 17Q: 3 clusters Score -3.434483e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 276590 members 
Entering Unmasked Estep 
Score: -34344848.000000 Penalty: 6215.889648
	Iteration 18Q: 3 clusters Score -3.434485e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 276597 members 
Entering Unmasked Estep 
Score: -34344868.000000 Penalty: 6215.889648
	Iteration 19Q: 3 clusters Score -3.434487e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 276606 members 
Entering Unmasked Estep 
Score: -34344876.000000 Penalty: 6215.889648
	Iteration 20F: 3 clusters Score -3.434488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 276608 members 
Entering Unmasked Estep 
Score: -34344936.000000 Penalty: 6215.889648
	Iteration 21Q: 3 clusters Score -3.434494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 276609 members 
Entering Unmasked Estep 
Score: -34344904.000000 Penalty: 6215.889648
	Iteration 22Q: 3 clusters Score -3.43449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 276609 members 
Entering Unmasked Estep 
Score: -34344908.000000 Penalty: 6215.889648
	Iteration 23Q: 3 clusters Score -3.434491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 276611 members 
Entering Unmasked Estep 
Score: -34344908.000000 Penalty: 6215.889648
	Iteration 24Q: 3 clusters Score -3.434491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 276616 members 
Entering Unmasked Estep 
Score: -34344904.000000 Penalty: 6215.889648
	Iteration 25Q: 3 clusters Score -3.43449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 276620 members 
Entering Unmasked Estep 
Score: -34344920.000000 Penalty: 6215.889648
	Iteration 26Q: 3 clusters Score -3.434492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 276622 members 
Entering Unmasked Estep 
Score: -34344920.000000 Penalty: 6215.889648
	Iteration 27Q: 3 clusters Score -3.434492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 276621 members 
Entering Unmasked Estep 
Score: -34344924.000000 Penalty: 6215.889648
	Iteration 28Q: 3 clusters Score -3.434492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 276621 members 
Entering Unmasked Estep 
Score: -34344920.000000 Penalty: 6215.889648
	Iteration 29Q: 3 clusters Score -3.434492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 276621 members 
Entering Unmasked Estep 
Score: -34344920.000000 Penalty: 6215.889648
	Iteration 30F: 3 clusters Score -3.434492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (173403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173403 members 
Entering Unmasked Estep 
Score: -21733710.000000 Penalty: 2991.716553
	Iteration 0F: 2 clusters Score -2.173371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86591 members 
Mstep: Class 2 contains 86812 members 
Entering Unmasked Estep 
Score: -21618556.000000 Penalty: 5983.433105
	Iteration 0F: 3 clusters Score -2.161856e+07 nChanged 83068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85433 members 
Mstep: Class 2 contains 87970 members 
Entering Unmasked Estep 
Score: -21667124.000000 Penalty: 5983.433105
	Iteration 1F: 3 clusters Score -2.166712e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84524 members 
Mstep: Class 2 contains 88879 members 
Entering Unmasked Estep 
Score: -21667878.000000 Penalty: 5983.433105
	Iteration 2Q: 3 clusters Score -2.166788e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82925 members 
Mstep: Class 2 contains 90478 members 
Entering Unmasked Estep 
Score: -21668868.000000 Penalty: 5983.433105
	Iteration 3Q: 3 clusters Score -2.166887e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80443 members 
Mstep: Class 2 contains 92960 members 
Entering Unmasked Estep 
Score: -21670198.000000 Penalty: 5983.433105
	Iteration 4Q: 3 clusters Score -2.16702e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76764 members 
Mstep: Class 2 contains 96639 members 
Entering Unmasked Estep 
Score: -21671956.000000 Penalty: 5983.433105
	Iteration 5Q: 3 clusters Score -2.167196e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71383 members 
Mstep: Class 2 contains 102020 members 
Entering Unmasked Estep 
Score: -21674618.000000 Penalty: 5983.433105
	Iteration 6Q: 3 clusters Score -2.167462e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63868 members 
Mstep: Class 2 contains 109535 members 
Entering Unmasked Estep 
Score: -21678824.000000 Penalty: 5983.433105
	Iteration 7Q: 3 clusters Score -2.167882e+07 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 119871 members 
Entering Unmasked Estep 
Score: -21685840.000000 Penalty: 5983.433105
	Iteration 8F: 3 clusters Score -2.168584e+07 nChanged 12908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 132565 members 
Entering Unmasked Estep 
Score: -21695900.000000 Penalty: 5983.433105
	Iteration 9F: 3 clusters Score -2.16959e+07 nChanged 13322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 145825 members 
Entering Unmasked Estep 
Score: -21707772.000000 Penalty: 5983.433105
	Iteration 10F: 3 clusters Score -2.170777e+07 nChanged 11354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 157157 members 
Entering Unmasked Estep 
Score: -21718222.000000 Penalty: 5983.433105
	Iteration 11F: 3 clusters Score -2.171822e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 164535 members 
Entering Unmasked Estep 
Score: -21724902.000000 Penalty: 5983.433105
	Iteration 12Q: 3 clusters Score -2.17249e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 168596 members 
Entering Unmasked Estep 
Score: -21728142.000000 Penalty: 5983.433105
	Iteration 13Q: 3 clusters Score -2.172814e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 170654 members 
Entering Unmasked Estep 
Score: -21729684.000000 Penalty: 5983.433105
	Iteration 14Q: 3 clusters Score -2.172968e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 171659 members 
Entering Unmasked Estep 
Score: -21730330.000000 Penalty: 5983.433105
	Iteration 15Q: 3 clusters Score -2.173033e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 172160 members 
Entering Unmasked Estep 
Score: -21730658.000000 Penalty: 5983.433105
	Iteration 16Q: 3 clusters Score -2.173066e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 172416 members 
Entering Unmasked Estep 
Score: -21730872.000000 Penalty: 5983.433105
	Iteration 17Q: 3 clusters Score -2.173087e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 172589 members 
Entering Unmasked Estep 
Score: -21731002.000000 Penalty: 5983.433105
	Iteration 18Q: 3 clusters Score -2.1731e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 172684 members 
Entering Unmasked Estep 
Score: -21731118.000000 Penalty: 5983.433105
	Iteration 19Q: 3 clusters Score -2.173112e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 172744 members 
Entering Unmasked Estep 
Score: -21731182.000000 Penalty: 5983.433105
	Iteration 20F: 3 clusters Score -2.173118e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 172790 members 
Entering Unmasked Estep 
Score: -21731188.000000 Penalty: 5983.433105
	Iteration 21Q: 3 clusters Score -2.173119e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 172820 members 
Entering Unmasked Estep 
Score: -21731194.000000 Penalty: 5983.433105
	Iteration 22Q: 3 clusters Score -2.173119e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 172842 members 
Entering Unmasked Estep 
Score: -21731206.000000 Penalty: 5983.433105
	Iteration 23Q: 3 clusters Score -2.173121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 172853 members 
Entering Unmasked Estep 
Score: -21731206.000000 Penalty: 5983.433105
	Iteration 24Q: 3 clusters Score -2.173121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 172860 members 
Entering Unmasked Estep 
Score: -21731206.000000 Penalty: 5983.433105
	Iteration 25Q: 3 clusters Score -2.173121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 172868 members 
Entering Unmasked Estep 
Score: -21731198.000000 Penalty: 5983.433105
	Iteration 26Q: 3 clusters Score -2.17312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 172872 members 
Entering Unmasked Estep 
Score: -21731222.000000 Penalty: 5983.433105
	Iteration 27Q: 3 clusters Score -2.173122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 172875 members 
Entering Unmasked Estep 
Score: -21731236.000000 Penalty: 5983.433105
	Iteration 28Q: 3 clusters Score -2.173124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 172878 members 
Entering Unmasked Estep 
Score: -21731240.000000 Penalty: 5983.433105
	Iteration 29Q: 3 clusters Score -2.173124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 172884 members 
Entering Unmasked Estep 
Score: -21731240.000000 Penalty: 5983.433105
	Iteration 30Q: 3 clusters Score -2.173124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 172890 members 
Entering Unmasked Estep 
Score: -21731234.000000 Penalty: 5983.433105
	Iteration 31Q: 3 clusters Score -2.173123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 172893 members 
Entering Unmasked Estep 
Score: -21731236.000000 Penalty: 5983.433105
	Iteration 32Q: 3 clusters Score -2.173124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 172896 members 
Entering Unmasked Estep 
Score: -21731246.000000 Penalty: 5983.433105
	Iteration 33Q: 3 clusters Score -2.173125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 172896 members 
Entering Unmasked Estep 
Score: -21731246.000000 Penalty: 5983.433105
	Iteration 34F: 3 clusters Score -2.173125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Entering Unmasked Estep 
Score: -3024696.000000 Penalty: 2511.563232
	Iteration 0F: 2 clusters Score -3024696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -3007443.000000 Penalty: 5023.126465
	Iteration 0F: 3 clusters Score -3007443 nChanged 11211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -3013795.250000 Penalty: 5023.126465
	Iteration 1F: 3 clusters Score -3013795 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3014479.500000 Penalty: 5023.126465
	Iteration 2F: 3 clusters Score -3014480 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -3015191.000000 Penalty: 5023.126465
	Iteration 3F: 3 clusters Score -3015191 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -3015970.500000 Penalty: 5023.126465
	Iteration 4F: 3 clusters Score -3015970 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -3016815.000000 Penalty: 5023.126465
	Iteration 5F: 3 clusters Score -3016815 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -3017730.500000 Penalty: 5023.126465
	Iteration 6F: 3 clusters Score -3017730 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -3018626.500000 Penalty: 5023.126465
	Iteration 7F: 3 clusters Score -3018626 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -3019442.750000 Penalty: 5023.126465
	Iteration 8F: 3 clusters Score -3019443 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -3020115.500000 Penalty: 5023.126465
	Iteration 9Q: 3 clusters Score -3020116 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -3020706.000000 Penalty: 5023.126465
	Iteration 10Q: 3 clusters Score -3020706 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -3021128.000000 Penalty: 5023.126465
	Iteration 11Q: 3 clusters Score -3021128 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -3021394.750000 Penalty: 5023.126465
	Iteration 12Q: 3 clusters Score -3021395 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -3021591.000000 Penalty: 5023.126465
	Iteration 13Q: 3 clusters Score -3021591 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -3021763.500000 Penalty: 5023.126465
	Iteration 14Q: 3 clusters Score -3021764 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -3021864.750000 Penalty: 5023.126465
	Iteration 15Q: 3 clusters Score -3021865 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -3021982.750000 Penalty: 5023.126465
	Iteration 16Q: 3 clusters Score -3021983 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -3022072.500000 Penalty: 5023.126465
	Iteration 17Q: 3 clusters Score -3022072 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -3022155.000000 Penalty: 5023.126465
	Iteration 18Q: 3 clusters Score -3022155 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -3022228.000000 Penalty: 5023.126465
	Iteration 19Q: 3 clusters Score -3022228 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -3022308.500000 Penalty: 5023.126465
	Iteration 20F: 3 clusters Score -3022308 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -3022386.250000 Penalty: 5023.126465
	Iteration 21Q: 3 clusters Score -3022386 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -3022449.000000 Penalty: 5023.126465
	Iteration 22Q: 3 clusters Score -3022449 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -3022479.750000 Penalty: 5023.126465
	Iteration 23Q: 3 clusters Score -3022480 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -3022526.500000 Penalty: 5023.126465
	Iteration 24Q: 3 clusters Score -3022526 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -3022594.250000 Penalty: 5023.126465
	Iteration 25Q: 3 clusters Score -3022594 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -3022654.000000 Penalty: 5023.126465
	Iteration 26Q: 3 clusters Score -3022654 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -3022719.000000 Penalty: 5023.126465
	Iteration 27Q: 3 clusters Score -3022719 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -3022764.000000 Penalty: 5023.126465
	Iteration 28Q: 3 clusters Score -3022764 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -3022798.750000 Penalty: 5023.126465
	Iteration 29Q: 3 clusters Score -3022799 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -3022835.750000 Penalty: 5023.126465
	Iteration 30Q: 3 clusters Score -3022836 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -3022863.000000 Penalty: 5023.126465
	Iteration 31Q: 3 clusters Score -3022863 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -3022880.500000 Penalty: 5023.126465
	Iteration 32Q: 3 clusters Score -3022880 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -3022916.750000 Penalty: 5023.126465
	Iteration 33Q: 3 clusters Score -3022917 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -3022953.500000 Penalty: 5023.126465
	Iteration 34Q: 3 clusters Score -3022954 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -3023002.250000 Penalty: 5023.126465
	Iteration 35Q: 3 clusters Score -3023002 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3023042.250000 Penalty: 5023.126465
	Iteration 36Q: 3 clusters Score -3023042 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3023098.750000 Penalty: 5023.126465
	Iteration 37Q: 3 clusters Score -3023099 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3023133.250000 Penalty: 5023.126465
	Iteration 38Q: 3 clusters Score -3023133 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -3023187.000000 Penalty: 5023.126465
	Iteration 39Q: 3 clusters Score -3023187 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -3023226.250000 Penalty: 5023.126465
	Iteration 40F: 3 clusters Score -3023226 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3023250.000000 Penalty: 5023.126465
	Iteration 41Q: 3 clusters Score -3023250 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3023281.500000 Penalty: 5023.126465
	Iteration 42Q: 3 clusters Score -3023282 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3023291.250000 Penalty: 5023.126465
	Iteration 43Q: 3 clusters Score -3023291 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3023318.750000 Penalty: 5023.126465
	Iteration 44Q: 3 clusters Score -3023319 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3023341.250000 Penalty: 5023.126465
	Iteration 45Q: 3 clusters Score -3023341 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3023361.000000 Penalty: 5023.126465
	Iteration 46Q: 3 clusters Score -3023361 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3023385.250000 Penalty: 5023.126465
	Iteration 47Q: 3 clusters Score -3023385 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3023401.500000 Penalty: 5023.126465
	Iteration 48Q: 3 clusters Score -3023402 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3023412.000000 Penalty: 5023.126465
	Iteration 49Q: 3 clusters Score -3023412 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3023439.500000 Penalty: 5023.126465
	Iteration 50Q: 3 clusters Score -3023440 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3023469.000000 Penalty: 5023.126465
	Iteration 51Q: 3 clusters Score -3023469 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3023480.000000 Penalty: 5023.126465
	Iteration 52Q: 3 clusters Score -3023480 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3023493.250000 Penalty: 5023.126465
	Iteration 53Q: 3 clusters Score -3023493 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3023500.500000 Penalty: 5023.126465
	Iteration 54Q: 3 clusters Score -3023500 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3023515.500000 Penalty: 5023.126465
	Iteration 55Q: 3 clusters Score -3023516 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3023532.500000 Penalty: 5023.126465
	Iteration 56Q: 3 clusters Score -3023532 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3023547.000000 Penalty: 5023.126465
	Iteration 57Q: 3 clusters Score -3023547 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3023566.500000 Penalty: 5023.126465
	Iteration 58Q: 3 clusters Score -3023566 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3023571.750000 Penalty: 5023.126465
	Iteration 59Q: 3 clusters Score -3023572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3023583.750000 Penalty: 5023.126465
	Iteration 60F: 3 clusters Score -3023584 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3023600.000000 Penalty: 5023.126465
	Iteration 61Q: 3 clusters Score -3023600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3023609.250000 Penalty: 5023.126465
	Iteration 62Q: 3 clusters Score -3023609 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3023616.250000 Penalty: 5023.126465
	Iteration 63Q: 3 clusters Score -3023616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3023624.250000 Penalty: 5023.126465
	Iteration 64Q: 3 clusters Score -3023624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3023631.250000 Penalty: 5023.126465
	Iteration 65Q: 3 clusters Score -3023631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3023643.000000 Penalty: 5023.126465
	Iteration 66Q: 3 clusters Score -3023643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3023646.750000 Penalty: 5023.126465
	Iteration 67Q: 3 clusters Score -3023647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3023653.500000 Penalty: 5023.126465
	Iteration 68Q: 3 clusters Score -3023654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3023656.250000 Penalty: 5023.126465
	Iteration 69Q: 3 clusters Score -3023656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3023663.000000 Penalty: 5023.126465
	Iteration 70Q: 3 clusters Score -3023663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3023663.750000 Penalty: 5023.126465
	Iteration 71Q: 3 clusters Score -3023664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3023663.500000 Penalty: 5023.126465
	Iteration 72Q: 3 clusters Score -3023664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3023664.250000 Penalty: 5023.126465
	Iteration 73Q: 3 clusters Score -3023664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3023664.250000 Penalty: 5023.126465
	Iteration 74Q: 3 clusters Score -3023664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3023664.250000 Penalty: 5023.126465
	Iteration 75F: 3 clusters Score -3023664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Entering Unmasked Estep 
Score: -4461676.500000 Penalty: 2605.806396
	Iteration 0F: 2 clusters Score -4461676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -4436814.500000 Penalty: 5211.612793
	Iteration 0F: 3 clusters Score -4436814 nChanged 16685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -4445851.500000 Penalty: 5211.612793
	Iteration 1F: 3 clusters Score -4445852 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -4446352.000000 Penalty: 5211.612793
	Iteration 2Q: 3 clusters Score -4446352 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -4446944.500000 Penalty: 5211.612793
	Iteration 3Q: 3 clusters Score -4446944 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -4447600.500000 Penalty: 5211.612793
	Iteration 4Q: 3 clusters Score -4447600 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -4448393.000000 Penalty: 5211.612793
	Iteration 5Q: 3 clusters Score -4448393 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -4449350.000000 Penalty: 5211.612793
	Iteration 6F: 3 clusters Score -4449350 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -4450532.500000 Penalty: 5211.612793
	Iteration 7F: 3 clusters Score -4450532 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -4451842.500000 Penalty: 5211.612793
	Iteration 8F: 3 clusters Score -4451842 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -4453258.500000 Penalty: 5211.612793
	Iteration 9F: 3 clusters Score -4453258 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -4454619.500000 Penalty: 5211.612793
	Iteration 10F: 3 clusters Score -4454620 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -4455957.500000 Penalty: 5211.612793
	Iteration 11Q: 3 clusters Score -4455958 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -4457143.000000 Penalty: 5211.612793
	Iteration 12Q: 3 clusters Score -4457143 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -4458003.000000 Penalty: 5211.612793
	Iteration 13Q: 3 clusters Score -4458003 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4458597.500000 Penalty: 5211.612793
	Iteration 14Q: 3 clusters Score -4458598 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4458945.000000 Penalty: 5211.612793
	Iteration 15Q: 3 clusters Score -4458945 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4459123.000000 Penalty: 5211.612793
	Iteration 16Q: 3 clusters Score -4459123 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4459243.500000 Penalty: 5211.612793
	Iteration 17Q: 3 clusters Score -4459244 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4459318.500000 Penalty: 5211.612793
	Iteration 18Q: 3 clusters Score -4459318 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4459361.000000 Penalty: 5211.612793
	Iteration 19Q: 3 clusters Score -4459361 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4459382.000000 Penalty: 5211.612793
	Iteration 20F: 3 clusters Score -4459382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4459404.000000 Penalty: 5211.612793
	Iteration 21Q: 3 clusters Score -4459404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4459423.000000 Penalty: 5211.612793
	Iteration 22Q: 3 clusters Score -4459423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4459424.000000 Penalty: 5211.612793
	Iteration 23Q: 3 clusters Score -4459424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4459432.500000 Penalty: 5211.612793
	Iteration 24Q: 3 clusters Score -4459432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4459440.500000 Penalty: 5211.612793
	Iteration 25Q: 3 clusters Score -4459440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4459444.000000 Penalty: 5211.612793
	Iteration 26Q: 3 clusters Score -4459444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4459456.000000 Penalty: 5211.612793
	Iteration 27Q: 3 clusters Score -4459456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4459458.000000 Penalty: 5211.612793
	Iteration 28Q: 3 clusters Score -4459458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4459453.500000 Penalty: 5211.612793
	Iteration 29Q: 3 clusters Score -4459454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4459456.000000 Penalty: 5211.612793
	Iteration 30Q: 3 clusters Score -4459456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4459457.500000 Penalty: 5211.612793
	Iteration 31Q: 3 clusters Score -4459458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4459457.500000 Penalty: 5211.612793
	Iteration 32Q: 3 clusters Score -4459458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4459464.500000 Penalty: 5211.612793
	Iteration 33Q: 3 clusters Score -4459464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4459467.000000 Penalty: 5211.612793
	Iteration 34Q: 3 clusters Score -4459467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4459467.000000 Penalty: 5211.612793
	Iteration 35F: 3 clusters Score -4459467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Entering Unmasked Estep 
Score: -1726468.500000 Penalty: 2376.909912
	Iteration 0F: 2 clusters Score -1726468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1715880.250000 Penalty: 4753.819824
	Iteration 0F: 3 clusters Score -1715880 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1719133.125000 Penalty: 4753.819824
	Iteration 1F: 3 clusters Score -1719133 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1719458.125000 Penalty: 4753.819824
	Iteration 2F: 3 clusters Score -1719458 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1719708.000000 Penalty: 4753.819824
	Iteration 3Q: 3 clusters Score -1719708 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1719908.875000 Penalty: 4753.819824
	Iteration 4Q: 3 clusters Score -1719909 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1720062.750000 Penalty: 4753.819824
	Iteration 5Q: 3 clusters Score -1720063 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1720185.750000 Penalty: 4753.819824
	Iteration 6Q: 3 clusters Score -1720186 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1720291.500000 Penalty: 4753.819824
	Iteration 7Q: 3 clusters Score -1720292 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1720401.375000 Penalty: 4753.819824
	Iteration 8Q: 3 clusters Score -1720401 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1720527.875000 Penalty: 4753.819824
	Iteration 9Q: 3 clusters Score -1720528 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1720668.375000 Penalty: 4753.819824
	Iteration 10Q: 3 clusters Score -1720668 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1720872.250000 Penalty: 4753.819824
	Iteration 11Q: 3 clusters Score -1720872 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1721071.750000 Penalty: 4753.819824
	Iteration 12Q: 3 clusters Score -1721072 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1721266.500000 Penalty: 4753.819824
	Iteration 13Q: 3 clusters Score -1721266 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1721512.875000 Penalty: 4753.819824
	Iteration 14Q: 3 clusters Score -1721513 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1721805.250000 Penalty: 4753.819824
	Iteration 15Q: 3 clusters Score -1721805 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1722120.125000 Penalty: 4753.819824
	Iteration 16Q: 3 clusters Score -1722120 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1722451.875000 Penalty: 4753.819824
	Iteration 17Q: 3 clusters Score -1722452 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1722735.000000 Penalty: 4753.819824
	Iteration 18Q: 3 clusters Score -1722735 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1722982.500000 Penalty: 4753.819824
	Iteration 19Q: 3 clusters Score -1722982 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1723170.125000 Penalty: 4753.819824
	Iteration 20F: 3 clusters Score -1723170 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1723289.875000 Penalty: 4753.819824
	Iteration 21Q: 3 clusters Score -1723290 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1723364.750000 Penalty: 4753.819824
	Iteration 22Q: 3 clusters Score -1723365 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1723424.875000 Penalty: 4753.819824
	Iteration 23Q: 3 clusters Score -1723425 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1723486.125000 Penalty: 4753.819824
	Iteration 24Q: 3 clusters Score -1723486 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1723551.000000 Penalty: 4753.819824
	Iteration 25Q: 3 clusters Score -1723551 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1723607.250000 Penalty: 4753.819824
	Iteration 26Q: 3 clusters Score -1723607 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1723648.500000 Penalty: 4753.819824
	Iteration 27Q: 3 clusters Score -1723648 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1723688.250000 Penalty: 4753.819824
	Iteration 28Q: 3 clusters Score -1723688 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1723732.625000 Penalty: 4753.819824
	Iteration 29Q: 3 clusters Score -1723733 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1723763.375000 Penalty: 4753.819824
	Iteration 30Q: 3 clusters Score -1723763 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1723789.375000 Penalty: 4753.819824
	Iteration 31Q: 3 clusters Score -1723789 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1723818.625000 Penalty: 4753.819824
	Iteration 32Q: 3 clusters Score -1723819 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1723835.000000 Penalty: 4753.819824
	Iteration 33Q: 3 clusters Score -1723835 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1723854.375000 Penalty: 4753.819824
	Iteration 34Q: 3 clusters Score -1723854 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1723871.875000 Penalty: 4753.819824
	Iteration 35Q: 3 clusters Score -1723872 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1723879.500000 Penalty: 4753.819824
	Iteration 36Q: 3 clusters Score -1723880 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1723899.625000 Penalty: 4753.819824
	Iteration 37Q: 3 clusters Score -1723900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1723910.250000 Penalty: 4753.819824
	Iteration 38Q: 3 clusters Score -1723910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1723920.875000 Penalty: 4753.819824
	Iteration 39Q: 3 clusters Score -1723921 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1723938.375000 Penalty: 4753.819824
	Iteration 40F: 3 clusters Score -1723938 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1723955.750000 Penalty: 4753.819824
	Iteration 41Q: 3 clusters Score -1723956 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1723971.500000 Penalty: 4753.819824
	Iteration 42Q: 3 clusters Score -1723972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1723986.500000 Penalty: 4753.819824
	Iteration 43Q: 3 clusters Score -1723986 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1724003.375000 Penalty: 4753.819824
	Iteration 44Q: 3 clusters Score -1724003 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1724022.250000 Penalty: 4753.819824
	Iteration 45Q: 3 clusters Score -1724022 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1724047.875000 Penalty: 4753.819824
	Iteration 46Q: 3 clusters Score -1724048 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1724071.875000 Penalty: 4753.819824
	Iteration 47Q: 3 clusters Score -1724072 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1724098.375000 Penalty: 4753.819824
	Iteration 48Q: 3 clusters Score -1724098 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1724123.500000 Penalty: 4753.819824
	Iteration 49Q: 3 clusters Score -1724124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1724149.500000 Penalty: 4753.819824
	Iteration 50Q: 3 clusters Score -1724150 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1724174.000000 Penalty: 4753.819824
	Iteration 51Q: 3 clusters Score -1724174 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1724195.625000 Penalty: 4753.819824
	Iteration 52Q: 3 clusters Score -1724196 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1724219.750000 Penalty: 4753.819824
	Iteration 53Q: 3 clusters Score -1724220 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1724240.000000 Penalty: 4753.819824
	Iteration 54Q: 3 clusters Score -1724240 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1724259.000000 Penalty: 4753.819824
	Iteration 55Q: 3 clusters Score -1724259 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1724276.125000 Penalty: 4753.819824
	Iteration 56Q: 3 clusters Score -1724276 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1724294.625000 Penalty: 4753.819824
	Iteration 57Q: 3 clusters Score -1724295 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1724304.625000 Penalty: 4753.819824
	Iteration 58Q: 3 clusters Score -1724305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1724313.750000 Penalty: 4753.819824
	Iteration 59Q: 3 clusters Score -1724314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1724323.000000 Penalty: 4753.819824
	Iteration 60F: 3 clusters Score -1724323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1724334.250000 Penalty: 4753.819824
	Iteration 61Q: 3 clusters Score -1724334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1724343.500000 Penalty: 4753.819824
	Iteration 62Q: 3 clusters Score -1724344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1724354.125000 Penalty: 4753.819824
	Iteration 63Q: 3 clusters Score -1724354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1724363.625000 Penalty: 4753.819824
	Iteration 64Q: 3 clusters Score -1724364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1724370.625000 Penalty: 4753.819824
	Iteration 65Q: 3 clusters Score -1724371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1724383.500000 Penalty: 4753.819824
	Iteration 66Q: 3 clusters Score -1724384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1724396.000000 Penalty: 4753.819824
	Iteration 67Q: 3 clusters Score -1724396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1724401.250000 Penalty: 4753.819824
	Iteration 68Q: 3 clusters Score -1724401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1724412.750000 Penalty: 4753.819824
	Iteration 69Q: 3 clusters Score -1724413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1724426.000000 Penalty: 4753.819824
	Iteration 70Q: 3 clusters Score -1724426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1724435.500000 Penalty: 4753.819824
	Iteration 71Q: 3 clusters Score -1724436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1724447.875000 Penalty: 4753.819824
	Iteration 72Q: 3 clusters Score -1724448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1724457.625000 Penalty: 4753.819824
	Iteration 73Q: 3 clusters Score -1724458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1724463.000000 Penalty: 4753.819824
	Iteration 74Q: 3 clusters Score -1724463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1724467.875000 Penalty: 4753.819824
	Iteration 75Q: 3 clusters Score -1724468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1724468.500000 Penalty: 4753.819824
	Iteration 76Q: 3 clusters Score -1724468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1724474.000000 Penalty: 4753.819824
	Iteration 77Q: 3 clusters Score -1724474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1724476.125000 Penalty: 4753.819824
	Iteration 78Q: 3 clusters Score -1724476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1724482.250000 Penalty: 4753.819824
	Iteration 79Q: 3 clusters Score -1724482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1724488.250000 Penalty: 4753.819824
	Iteration 80F: 3 clusters Score -1724488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1724491.625000 Penalty: 4753.819824
	Iteration 81Q: 3 clusters Score -1724492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1724492.500000 Penalty: 4753.819824
	Iteration 82Q: 3 clusters Score -1724492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1724497.125000 Penalty: 4753.819824
	Iteration 83Q: 3 clusters Score -1724497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1724497.625000 Penalty: 4753.819824
	Iteration 84Q: 3 clusters Score -1724498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1724502.375000 Penalty: 4753.819824
	Iteration 85Q: 3 clusters Score -1724502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1724503.750000 Penalty: 4753.819824
	Iteration 86Q: 3 clusters Score -1724504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1724504.625000 Penalty: 4753.819824
	Iteration 87Q: 3 clusters Score -1724505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1724502.750000 Penalty: 4753.819824
	Iteration 88Q: 3 clusters Score -1724503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1724502.750000 Penalty: 4753.819824
	Iteration 89F: 3 clusters Score -1724503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Entering Unmasked Estep 
Score: -380775.843750 Penalty: 2051.470703
	Iteration 0F: 2 clusters Score -380775.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -377002.906250 Penalty: 4102.941406
	Iteration 0F: 3 clusters Score -377002.9 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -377855.843750 Penalty: 4102.941406
	Iteration 1F: 3 clusters Score -377855.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -378145.281250 Penalty: 4102.941406
	Iteration 2F: 3 clusters Score -378145.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -378358.468750 Penalty: 4102.941406
	Iteration 3F: 3 clusters Score -378358.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -378541.875000 Penalty: 4102.941406
	Iteration 4F: 3 clusters Score -378541.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -378701.656250 Penalty: 4102.941406
	Iteration 5Q: 3 clusters Score -378701.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -378834.468750 Penalty: 4102.941406
	Iteration 6Q: 3 clusters Score -378834.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -378983.031250 Penalty: 4102.941406
	Iteration 7Q: 3 clusters Score -378983 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -379177.593750 Penalty: 4102.941406
	Iteration 8Q: 3 clusters Score -379177.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -379347.406250 Penalty: 4102.941406
	Iteration 9Q: 3 clusters Score -379347.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -379545.406250 Penalty: 4102.941406
	Iteration 10Q: 3 clusters Score -379545.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -379699.812500 Penalty: 4102.941406
	Iteration 11Q: 3 clusters Score -379699.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -379788.937500 Penalty: 4102.941406
	Iteration 12Q: 3 clusters Score -379788.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -379844.250000 Penalty: 4102.941406
	Iteration 13Q: 3 clusters Score -379844.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -379868.843750 Penalty: 4102.941406
	Iteration 14Q: 3 clusters Score -379868.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -379887.906250 Penalty: 4102.941406
	Iteration 15Q: 3 clusters Score -379887.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -379901.437500 Penalty: 4102.941406
	Iteration 16Q: 3 clusters Score -379901.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -379915.687500 Penalty: 4102.941406
	Iteration 17Q: 3 clusters Score -379915.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -379927.750000 Penalty: 4102.941406
	Iteration 18Q: 3 clusters Score -379927.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -379935.843750 Penalty: 4102.941406
	Iteration 19Q: 3 clusters Score -379935.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -379941.062500 Penalty: 4102.941406
	Iteration 20F: 3 clusters Score -379941.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -379945.625000 Penalty: 4102.941406
	Iteration 21Q: 3 clusters Score -379945.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -379949.062500 Penalty: 4102.941406
	Iteration 22Q: 3 clusters Score -379949.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -379950.531250 Penalty: 4102.941406
	Iteration 23Q: 3 clusters Score -379950.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -379949.968750 Penalty: 4102.941406
	Iteration 24Q: 3 clusters Score -379950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -379951.125000 Penalty: 4102.941406
	Iteration 25Q: 3 clusters Score -379951.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -379952.531250 Penalty: 4102.941406
	Iteration 26Q: 3 clusters Score -379952.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -379951.875000 Penalty: 4102.941406
	Iteration 27Q: 3 clusters Score -379951.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -379951.875000 Penalty: 4102.941406
	Iteration 28F: 3 clusters Score -379951.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (78334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78334 members 
Entering Unmasked Estep 
Score: -9475276.000000 Penalty: 2794.646729
	Iteration 0F: 2 clusters Score -9475276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -9422814.000000 Penalty: 5589.293457
	Iteration 0F: 3 clusters Score -9422814 nChanged 36699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -9443513.000000 Penalty: 5589.293457
	Iteration 1F: 3 clusters Score -9443513 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -9444151.000000 Penalty: 5589.293457
	Iteration 2Q: 3 clusters Score -9444151 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -9444661.000000 Penalty: 5589.293457
	Iteration 3Q: 3 clusters Score -9444661 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -9445418.000000 Penalty: 5589.293457
	Iteration 4Q: 3 clusters Score -9445418 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -9446240.000000 Penalty: 5589.293457
	Iteration 5Q: 3 clusters Score -9446240 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -9447309.000000 Penalty: 5589.293457
	Iteration 6Q: 3 clusters Score -9447309 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -9448637.000000 Penalty: 5589.293457
	Iteration 7Q: 3 clusters Score -9448637 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -9450207.000000 Penalty: 5589.293457
	Iteration 8Q: 3 clusters Score -9450207 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -9451938.000000 Penalty: 5589.293457
	Iteration 9Q: 3 clusters Score -9451938 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -9453682.000000 Penalty: 5589.293457
	Iteration 10Q: 3 clusters Score -9453682 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -9455301.000000 Penalty: 5589.293457
	Iteration 11Q: 3 clusters Score -9455301 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 54139 members 
Entering Unmasked Estep 
Score: -9456791.000000 Penalty: 5589.293457
	Iteration 12Q: 3 clusters Score -9456791 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 56929 members 
Entering Unmasked Estep 
Score: -9458205.000000 Penalty: 5589.293457
	Iteration 13Q: 3 clusters Score -9458205 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 59848 members 
Entering Unmasked Estep 
Score: -9459738.000000 Penalty: 5589.293457
	Iteration 14Q: 3 clusters Score -9459738 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 62898 members 
Entering Unmasked Estep 
Score: -9461397.000000 Penalty: 5589.293457
	Iteration 15Q: 3 clusters Score -9461397 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 66029 members 
Entering Unmasked Estep 
Score: -9463379.000000 Penalty: 5589.293457
	Iteration 16Q: 3 clusters Score -9463379 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 69102 members 
Entering Unmasked Estep 
Score: -9465664.000000 Penalty: 5589.293457
	Iteration 17Q: 3 clusters Score -9465664 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 71962 members 
Entering Unmasked Estep 
Score: -9468022.000000 Penalty: 5589.293457
	Iteration 18Q: 3 clusters Score -9468022 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 74288 members 
Entering Unmasked Estep 
Score: -9470152.000000 Penalty: 5589.293457
	Iteration 19Q: 3 clusters Score -9470152 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 75884 members 
Entering Unmasked Estep 
Score: -9471564.000000 Penalty: 5589.293457
	Iteration 20F: 3 clusters Score -9471564 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 76815 members 
Entering Unmasked Estep 
Score: -9472285.000000 Penalty: 5589.293457
	Iteration 21Q: 3 clusters Score -9472285 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 77278 members 
Entering Unmasked Estep 
Score: -9472618.000000 Penalty: 5589.293457
	Iteration 22Q: 3 clusters Score -9472618 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 77505 members 
Entering Unmasked Estep 
Score: -9472761.000000 Penalty: 5589.293457
	Iteration 23Q: 3 clusters Score -9472761 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 77645 members 
Entering Unmasked Estep 
Score: -9472849.000000 Penalty: 5589.293457
	Iteration 24Q: 3 clusters Score -9472849 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 77710 members 
Entering Unmasked Estep 
Score: -9472909.000000 Penalty: 5589.293457
	Iteration 25Q: 3 clusters Score -9472909 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 77757 members 
Entering Unmasked Estep 
Score: -9472953.000000 Penalty: 5589.293457
	Iteration 26Q: 3 clusters Score -9472953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 77783 members 
Entering Unmasked Estep 
Score: -9472987.000000 Penalty: 5589.293457
	Iteration 27Q: 3 clusters Score -9472987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 77798 members 
Entering Unmasked Estep 
Score: -9472986.000000 Penalty: 5589.293457
	Iteration 28Q: 3 clusters Score -9472986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
Score: -9472986.000000 Penalty: 5589.293457
	Iteration 29Q: 3 clusters Score -9472986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 77816 members 
Entering Unmasked Estep 
Score: -9473004.000000 Penalty: 5589.293457
	Iteration 30Q: 3 clusters Score -9473004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 77821 members 
Entering Unmasked Estep 
Score: -9472997.000000 Penalty: 5589.293457
	Iteration 31Q: 3 clusters Score -9472997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 77823 members 
Entering Unmasked Estep 
Score: -9473002.000000 Penalty: 5589.293457
	Iteration 32Q: 3 clusters Score -9473002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 77825 members 
Entering Unmasked Estep 
Score: -9473000.000000 Penalty: 5589.293457
	Iteration 33Q: 3 clusters Score -9473000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 77827 members 
Entering Unmasked Estep 
Score: -9472998.000000 Penalty: 5589.293457
	Iteration 34Q: 3 clusters Score -9472998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -9473014.000000 Penalty: 5589.293457
	Iteration 35Q: 3 clusters Score -9473014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 77830 members 
Entering Unmasked Estep 
Score: -9473012.000000 Penalty: 5589.293457
	Iteration 36Q: 3 clusters Score -9473012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 77831 members 
Entering Unmasked Estep 
Score: -9473018.000000 Penalty: 5589.293457
	Iteration 37Q: 3 clusters Score -9473018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -9473027.000000 Penalty: 5589.293457
	Iteration 38Q: 3 clusters Score -9473027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 77839 members 
Entering Unmasked Estep 
Score: -9473021.000000 Penalty: 5589.293457
	Iteration 39Q: 3 clusters Score -9473021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 77841 members 
Entering Unmasked Estep 
Score: -9473028.000000 Penalty: 5589.293457
	Iteration 40F: 3 clusters Score -9473028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 77839 members 
Entering Unmasked Estep 
Score: -9473026.000000 Penalty: 5589.293457
	Iteration 41Q: 3 clusters Score -9473026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 77840 members 
Entering Unmasked Estep 
Score: -9473017.000000 Penalty: 5589.293457
	Iteration 42Q: 3 clusters Score -9473017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 77841 members 
Entering Unmasked Estep 
Score: -9473032.000000 Penalty: 5589.293457
	Iteration 43Q: 3 clusters Score -9473032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 77842 members 
Entering Unmasked Estep 
Score: -9473027.000000 Penalty: 5589.293457
	Iteration 44Q: 3 clusters Score -9473027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 77844 members 
Entering Unmasked Estep 
Score: -9473021.000000 Penalty: 5589.293457
	Iteration 45Q: 3 clusters Score -9473021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 77846 members 
Entering Unmasked Estep 
Score: -9473017.000000 Penalty: 5589.293457
	Iteration 46Q: 3 clusters Score -9473017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 77847 members 
Entering Unmasked Estep 
Score: -9473023.000000 Penalty: 5589.293457
	Iteration 47Q: 3 clusters Score -9473023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 77849 members 
Entering Unmasked Estep 
Score: -9473027.000000 Penalty: 5589.293457
	Iteration 48Q: 3 clusters Score -9473027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 77850 members 
Entering Unmasked Estep 
Score: -9473031.000000 Penalty: 5589.293457
	Iteration 49Q: 3 clusters Score -9473031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 77850 members 
Entering Unmasked Estep 
Score: -9473031.000000 Penalty: 5589.293457
	Iteration 50F: 3 clusters Score -9473031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -193757.703125 Penalty: 1844.864990
	Iteration 0F: 2 clusters Score -193757.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -191338.703125 Penalty: 3689.729980
	Iteration 0F: 3 clusters Score -191338.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -191775.562500 Penalty: 3689.729980
	Iteration 1F: 3 clusters Score -191775.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -191935.531250 Penalty: 3689.729980
	Iteration 2F: 3 clusters Score -191935.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -192058.890625 Penalty: 3689.729980
	Iteration 3F: 3 clusters Score -192058.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -192186.750000 Penalty: 3689.729980
	Iteration 4Q: 3 clusters Score -192186.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -192329.109375 Penalty: 3689.729980
	Iteration 5Q: 3 clusters Score -192329.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -192525.281250 Penalty: 3689.729980
	Iteration 6F: 3 clusters Score -192525.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -192817.421875 Penalty: 3689.729980
	Iteration 7F: 3 clusters Score -192817.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -193110.937500 Penalty: 3689.729980
	Iteration 8Q: 3 clusters Score -193110.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -193392.937500 Penalty: 3689.729980
	Iteration 9Q: 3 clusters Score -193392.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -193655.140625 Penalty: 3689.729980
	Iteration 10Q: 3 clusters Score -193655.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -193984.687500 Penalty: 3689.729980
	Iteration 11Q: 3 clusters Score -193984.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -194288.937500 Penalty: 3689.729980
	Iteration 12Q: 3 clusters Score -194288.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -194401.296875 Penalty: 3689.729980
	Iteration 13Q: 3 clusters Score -194401.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -194497.281250 Penalty: 3689.729980
	Iteration 14Q: 3 clusters Score -194497.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -194675.796875 Penalty: 3689.729980
	Iteration 15Q: 3 clusters Score -194675.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -194891.968750 Penalty: 3689.729980
	Iteration 16Q: 3 clusters Score -194892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -194986.203125 Penalty: 3689.729980
	Iteration 17Q: 3 clusters Score -194986.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -194986.203125 Penalty: 3689.729980
	Iteration 18F: 3 clusters Score -194986.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 97972 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52987 members 
Mstep: Class 7 contains 15650 members 
Mstep: Class 8 contains 4114 members 
Mstep: Class 9 contains 81232 members 
Mstep: Class 10 contains 15631 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25593 members 
Mstep: Class 13 contains 17200 members 
Mstep: Class 14 contains 292430 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 13010 members 
Mstep: Class 19 contains 277073 members 
Mstep: Class 20 contains 173403 members 
Mstep: Class 21 contains 25016 members 
Mstep: Class 22 contains 36581 members 
Mstep: Class 23 contains 14535 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 78334 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 2725 members 
Mstep: Class 28 contains 871 members 
Entering Unmasked Estep 
Score: -154618624.000000 Penalty: 97617.203125
Splitting cluster 26 changes total score from -154619200.000000 to -154618624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Entering Unmasked Estep 
Score: -307713.656250 Penalty: 1961.735474
	Iteration 0F: 2 clusters Score -307713.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -304692.281250 Penalty: 3923.470947
	Iteration 0F: 3 clusters Score -304692.3 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -305312.875000 Penalty: 3923.470947
	Iteration 1F: 3 clusters Score -305312.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -305490.781250 Penalty: 3923.470947
	Iteration 2F: 3 clusters Score -305490.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -305594.531250 Penalty: 3923.470947
	Iteration 3Q: 3 clusters Score -305594.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -305679.718750 Penalty: 3923.470947
	Iteration 4Q: 3 clusters Score -305679.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -305740.812500 Penalty: 3923.470947
	Iteration 5Q: 3 clusters Score -305740.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -305790.031250 Penalty: 3923.470947
	Iteration 6Q: 3 clusters Score -305790 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -305834.468750 Penalty: 3923.470947
	Iteration 7Q: 3 clusters Score -305834.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -305874.656250 Penalty: 3923.470947
	Iteration 8Q: 3 clusters Score -305874.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -305902.312500 Penalty: 3923.470947
	Iteration 9Q: 3 clusters Score -305902.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -305921.343750 Penalty: 3923.470947
	Iteration 10Q: 3 clusters Score -305921.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -305935.375000 Penalty: 3923.470947
	Iteration 11Q: 3 clusters Score -305935.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -305946.187500 Penalty: 3923.470947
	Iteration 12Q: 3 clusters Score -305946.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -305957.593750 Penalty: 3923.470947
	Iteration 13Q: 3 clusters Score -305957.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -305965.937500 Penalty: 3923.470947
	Iteration 14Q: 3 clusters Score -305965.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -305975.000000 Penalty: 3923.470947
	Iteration 15Q: 3 clusters Score -305975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -305983.125000 Penalty: 3923.470947
	Iteration 16Q: 3 clusters Score -305983.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -305986.125000 Penalty: 3923.470947
	Iteration 17Q: 3 clusters Score -305986.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -305990.062500 Penalty: 3923.470947
	Iteration 18Q: 3 clusters Score -305990.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -306000.218750 Penalty: 3923.470947
	Iteration 19Q: 3 clusters Score -306000.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -306010.812500 Penalty: 3923.470947
	Iteration 20F: 3 clusters Score -306010.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -306026.437500 Penalty: 3923.470947
	Iteration 21Q: 3 clusters Score -306026.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -306043.218750 Penalty: 3923.470947
	Iteration 22Q: 3 clusters Score -306043.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -306062.593750 Penalty: 3923.470947
	Iteration 23Q: 3 clusters Score -306062.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -306076.187500 Penalty: 3923.470947
	Iteration 24Q: 3 clusters Score -306076.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -306086.562500 Penalty: 3923.470947
	Iteration 25Q: 3 clusters Score -306086.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -306096.281250 Penalty: 3923.470947
	Iteration 26Q: 3 clusters Score -306096.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -306102.343750 Penalty: 3923.470947
	Iteration 27Q: 3 clusters Score -306102.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -306108.125000 Penalty: 3923.470947
	Iteration 28Q: 3 clusters Score -306108.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -306113.406250 Penalty: 3923.470947
	Iteration 29Q: 3 clusters Score -306113.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -306114.187500 Penalty: 3923.470947
	Iteration 30Q: 3 clusters Score -306114.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -306115.875000 Penalty: 3923.470947
	Iteration 31Q: 3 clusters Score -306115.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -306119.312500 Penalty: 3923.470947
	Iteration 32Q: 3 clusters Score -306119.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -306120.250000 Penalty: 3923.470947
	Iteration 33Q: 3 clusters Score -306120.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -306121.218750 Penalty: 3923.470947
	Iteration 34Q: 3 clusters Score -306121.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -306122.875000 Penalty: 3923.470947
	Iteration 35Q: 3 clusters Score -306122.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -306125.343750 Penalty: 3923.470947
	Iteration 36Q: 3 clusters Score -306125.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -306126.375000 Penalty: 3923.470947
	Iteration 37Q: 3 clusters Score -306126.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -306126.750000 Penalty: 3923.470947
	Iteration 38Q: 3 clusters Score -306126.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -306128.406250 Penalty: 3923.470947
	Iteration 39Q: 3 clusters Score -306128.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -306129.031250 Penalty: 3923.470947
	Iteration 40F: 3 clusters Score -306129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 97972 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52987 members 
Mstep: Class 7 contains 15650 members 
Mstep: Class 8 contains 4114 members 
Mstep: Class 9 contains 81232 members 
Mstep: Class 10 contains 15631 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25593 members 
Mstep: Class 13 contains 17200 members 
Mstep: Class 14 contains 292430 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 13010 members 
Mstep: Class 19 contains 277073 members 
Mstep: Class 20 contains 173403 members 
Mstep: Class 21 contains 25016 members 
Mstep: Class 22 contains 36581 members 
Mstep: Class 23 contains 14535 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 78334 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619296.000000 Penalty: 94130.875000
Iteration 279Q: 28 clusters Score -1.546193e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 97955 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52985 members 
Mstep: Class 7 contains 15648 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 81246 members 
Mstep: Class 10 contains 15628 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25593 members 
Mstep: Class 13 contains 17201 members 
Mstep: Class 14 contains 292423 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13009 members 
Mstep: Class 19 contains 277055 members 
Mstep: Class 20 contains 173461 members 
Mstep: Class 21 contains 25019 members 
Mstep: Class 22 contains 36580 members 
Mstep: Class 23 contains 14534 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 78325 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619152.000000 Penalty: 94130.875000
Iteration 280F: 28 clusters Score -1.546192e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 97933 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52985 members 
Mstep: Class 7 contains 15645 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 81258 members 
Mstep: Class 10 contains 15625 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25593 members 
Mstep: Class 13 contains 17199 members 
Mstep: Class 14 contains 292413 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13008 members 
Mstep: Class 19 contains 277045 members 
Mstep: Class 20 contains 173522 members 
Mstep: Class 21 contains 25021 members 
Mstep: Class 22 contains 36579 members 
Mstep: Class 23 contains 14535 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 78311 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619136.000000 Penalty: 94130.875000
Iteration 281Q: 28 clusters Score -1.546191e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 97911 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52985 members 
Mstep: Class 7 contains 15645 members 
Mstep: Class 8 contains 4112 members 
Mstep: Class 9 contains 81268 members 
Mstep: Class 10 contains 15624 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25591 members 
Mstep: Class 13 contains 17197 members 
Mstep: Class 14 contains 292390 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13011 members 
Mstep: Class 19 contains 277031 members 
Mstep: Class 20 contains 173591 members 
Mstep: Class 21 contains 25021 members 
Mstep: Class 22 contains 36574 members 
Mstep: Class 23 contains 14542 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 78304 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619136.000000 Penalty: 94130.875000
Iteration 282Q: 28 clusters Score -1.546191e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 97898 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52982 members 
Mstep: Class 7 contains 15645 members 
Mstep: Class 8 contains 4112 members 
Mstep: Class 9 contains 81288 members 
Mstep: Class 10 contains 15624 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25589 members 
Mstep: Class 13 contains 17193 members 
Mstep: Class 14 contains 292378 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 13011 members 
Mstep: Class 19 contains 277027 members 
Mstep: Class 20 contains 173640 members 
Mstep: Class 21 contains 25020 members 
Mstep: Class 22 contains 36574 members 
Mstep: Class 23 contains 14543 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 78291 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619104.000000 Penalty: 94130.875000
Iteration 283Q: 28 clusters Score -1.546191e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 97888 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52974 members 
Mstep: Class 7 contains 15648 members 
Mstep: Class 8 contains 4111 members 
Mstep: Class 9 contains 81308 members 
Mstep: Class 10 contains 15624 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25590 members 
Mstep: Class 13 contains 17193 members 
Mstep: Class 14 contains 292371 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 13010 members 
Mstep: Class 19 contains 277001 members 
Mstep: Class 20 contains 173701 members 
Mstep: Class 21 contains 25019 members 
Mstep: Class 22 contains 36574 members 
Mstep: Class 23 contains 14543 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 78278 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619312.000000 Penalty: 94130.875000
Iteration 284Q: 28 clusters Score -1.546193e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 97876 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52970 members 
Mstep: Class 7 contains 15650 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 81333 members 
Mstep: Class 10 contains 15622 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25590 members 
Mstep: Class 13 contains 17191 members 
Mstep: Class 14 contains 292372 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8609 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 13005 members 
Mstep: Class 19 contains 276987 members 
Mstep: Class 20 contains 173740 members 
Mstep: Class 21 contains 25019 members 
Mstep: Class 22 contains 36570 members 
Mstep: Class 23 contains 14542 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 78270 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619152.000000 Penalty: 94130.875000
Iteration 285Q: 28 clusters Score -1.546192e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 97868 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52969 members 
Mstep: Class 7 contains 15652 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 81353 members 
Mstep: Class 10 contains 15622 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25589 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 292385 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8609 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 13007 members 
Mstep: Class 19 contains 276937 members 
Mstep: Class 20 contains 173791 members 
Mstep: Class 21 contains 25019 members 
Mstep: Class 22 contains 36571 members 
Mstep: Class 23 contains 14543 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 78259 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619216.000000 Penalty: 94130.875000
Iteration 286Q: 28 clusters Score -1.546192e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 97864 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52970 members 
Mstep: Class 7 contains 15652 members 
Mstep: Class 8 contains 4112 members 
Mstep: Class 9 contains 81375 members 
Mstep: Class 10 contains 15621 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25588 members 
Mstep: Class 13 contains 17185 members 
Mstep: Class 14 contains 292414 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8608 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13008 members 
Mstep: Class 19 contains 276892 members 
Mstep: Class 20 contains 173810 members 
Mstep: Class 21 contains 25020 members 
Mstep: Class 22 contains 36566 members 
Mstep: Class 23 contains 14545 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 78246 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619344.000000 Penalty: 94130.875000
Iteration 287Q: 28 clusters Score -1.546193e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 97847 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52967 members 
Mstep: Class 7 contains 15649 members 
Mstep: Class 8 contains 4114 members 
Mstep: Class 9 contains 81397 members 
Mstep: Class 10 contains 15620 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25587 members 
Mstep: Class 13 contains 17185 members 
Mstep: Class 14 contains 292437 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8606 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13009 members 
Mstep: Class 19 contains 276867 members 
Mstep: Class 20 contains 173829 members 
Mstep: Class 21 contains 25021 members 
Mstep: Class 22 contains 36563 members 
Mstep: Class 23 contains 14549 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 78236 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619216.000000 Penalty: 94130.875000
Iteration 288Q: 28 clusters Score -1.546192e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 97829 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52967 members 
Mstep: Class 7 contains 15648 members 
Mstep: Class 8 contains 4118 members 
Mstep: Class 9 contains 81409 members 
Mstep: Class 10 contains 15618 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25587 members 
Mstep: Class 13 contains 17179 members 
Mstep: Class 14 contains 292438 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8604 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13009 members 
Mstep: Class 19 contains 276867 members 
Mstep: Class 20 contains 173857 members 
Mstep: Class 21 contains 25021 members 
Mstep: Class 22 contains 36562 members 
Mstep: Class 23 contains 14552 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 78224 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619136.000000 Penalty: 94130.875000
Iteration 289Q: 28 clusters Score -1.546191e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 97806 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52965 members 
Mstep: Class 7 contains 15648 members 
Mstep: Class 8 contains 4119 members 
Mstep: Class 9 contains 81423 members 
Mstep: Class 10 contains 15614 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25586 members 
Mstep: Class 13 contains 17172 members 
Mstep: Class 14 contains 292458 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8604 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13005 members 
Mstep: Class 19 contains 276885 members 
Mstep: Class 20 contains 173867 members 
Mstep: Class 21 contains 25020 members 
Mstep: Class 22 contains 36565 members 
Mstep: Class 23 contains 14553 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 78207 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619008.000000 Penalty: 94130.875000
Iteration 290Q: 28 clusters Score -1.54619e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 97792 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52961 members 
Mstep: Class 7 contains 15648 members 
Mstep: Class 8 contains 4120 members 
Mstep: Class 9 contains 81445 members 
Mstep: Class 10 contains 15609 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25585 members 
Mstep: Class 13 contains 17167 members 
Mstep: Class 14 contains 292453 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8604 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13005 members 
Mstep: Class 19 contains 276902 members 
Mstep: Class 20 contains 173881 members 
Mstep: Class 21 contains 25021 members 
Mstep: Class 22 contains 36566 members 
Mstep: Class 23 contains 14555 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 78193 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618864.000000 Penalty: 94130.875000
Iteration 291Q: 28 clusters Score -1.546189e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 97773 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52959 members 
Mstep: Class 7 contains 15647 members 
Mstep: Class 8 contains 4120 members 
Mstep: Class 9 contains 81457 members 
Mstep: Class 10 contains 15603 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25582 members 
Mstep: Class 13 contains 17166 members 
Mstep: Class 14 contains 292445 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8604 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 13004 members 
Mstep: Class 19 contains 276913 members 
Mstep: Class 20 contains 173912 members 
Mstep: Class 21 contains 25025 members 
Mstep: Class 22 contains 36564 members 
Mstep: Class 23 contains 14558 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 78183 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618688.000000 Penalty: 94130.875000
Iteration 292Q: 28 clusters Score -1.546187e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 97754 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52958 members 
Mstep: Class 7 contains 15648 members 
Mstep: Class 8 contains 4119 members 
Mstep: Class 9 contains 81466 members 
Mstep: Class 10 contains 15601 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25580 members 
Mstep: Class 13 contains 17161 members 
Mstep: Class 14 contains 292442 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8604 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 13004 members 
Mstep: Class 19 contains 276904 members 
Mstep: Class 20 contains 173957 members 
Mstep: Class 21 contains 25023 members 
Mstep: Class 22 contains 36563 members 
Mstep: Class 23 contains 14560 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 78177 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618816.000000 Penalty: 94130.875000
Iteration 293Q: 28 clusters Score -1.546188e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 97735 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52954 members 
Mstep: Class 7 contains 15645 members 
Mstep: Class 8 contains 4120 members 
Mstep: Class 9 contains 81476 members 
Mstep: Class 10 contains 15599 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25579 members 
Mstep: Class 13 contains 17156 members 
Mstep: Class 14 contains 292413 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13003 members 
Mstep: Class 19 contains 276914 members 
Mstep: Class 20 contains 174005 members 
Mstep: Class 21 contains 25024 members 
Mstep: Class 22 contains 36565 members 
Mstep: Class 23 contains 14561 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78174 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618960.000000 Penalty: 94130.875000
Iteration 294Q: 28 clusters Score -1.54619e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 97717 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52959 members 
Mstep: Class 7 contains 15646 members 
Mstep: Class 8 contains 4122 members 
Mstep: Class 9 contains 81487 members 
Mstep: Class 10 contains 15595 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25579 members 
Mstep: Class 13 contains 17151 members 
Mstep: Class 14 contains 292374 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13004 members 
Mstep: Class 19 contains 276929 members 
Mstep: Class 20 contains 174036 members 
Mstep: Class 21 contains 25024 members 
Mstep: Class 22 contains 36567 members 
Mstep: Class 23 contains 14565 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 78172 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618928.000000 Penalty: 94130.875000
Iteration 295Q: 28 clusters Score -1.546189e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 97698 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52956 members 
Mstep: Class 7 contains 15644 members 
Mstep: Class 8 contains 4122 members 
Mstep: Class 9 contains 81504 members 
Mstep: Class 10 contains 15592 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25577 members 
Mstep: Class 13 contains 17147 members 
Mstep: Class 14 contains 292357 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13005 members 
Mstep: Class 19 contains 276940 members 
Mstep: Class 20 contains 174068 members 
Mstep: Class 21 contains 25024 members 
Mstep: Class 22 contains 36566 members 
Mstep: Class 23 contains 14567 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 78158 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618944.000000 Penalty: 94130.875000
Iteration 296Q: 28 clusters Score -1.546189e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 97676 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52947 members 
Mstep: Class 7 contains 15646 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 81522 members 
Mstep: Class 10 contains 15586 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25574 members 
Mstep: Class 13 contains 17149 members 
Mstep: Class 14 contains 292324 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13008 members 
Mstep: Class 19 contains 276976 members 
Mstep: Class 20 contains 174088 members 
Mstep: Class 21 contains 25025 members 
Mstep: Class 22 contains 36562 members 
Mstep: Class 23 contains 14576 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 78145 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618880.000000 Penalty: 94130.875000
Iteration 297Q: 28 clusters Score -1.546189e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2040 members 
Mstep: Class 4 contains 97668 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52946 members 
Mstep: Class 7 contains 15646 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 81548 members 
Mstep: Class 10 contains 15585 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25571 members 
Mstep: Class 13 contains 17146 members 
Mstep: Class 14 contains 292249 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13007 members 
Mstep: Class 19 contains 277029 members 
Mstep: Class 20 contains 174101 members 
Mstep: Class 21 contains 25026 members 
Mstep: Class 22 contains 36562 members 
Mstep: Class 23 contains 14579 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 78139 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618912.000000 Penalty: 94130.875000
Iteration 298Q: 28 clusters Score -1.546189e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97648 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52941 members 
Mstep: Class 7 contains 15648 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 81559 members 
Mstep: Class 10 contains 15584 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25568 members 
Mstep: Class 13 contains 17151 members 
Mstep: Class 14 contains 292201 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13008 members 
Mstep: Class 19 contains 277071 members 
Mstep: Class 20 contains 174121 members 
Mstep: Class 21 contains 25030 members 
Mstep: Class 22 contains 36560 members 
Mstep: Class 23 contains 14583 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78135 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619040.000000 Penalty: 94130.875000
Iteration 299Q: 28 clusters Score -1.54619e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97630 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52939 members 
Mstep: Class 7 contains 15647 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 81574 members 
Mstep: Class 10 contains 15584 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25566 members 
Mstep: Class 13 contains 17151 members 
Mstep: Class 14 contains 292149 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 13008 members 
Mstep: Class 19 contains 277142 members 
Mstep: Class 20 contains 174131 members 
Mstep: Class 21 contains 25033 members 
Mstep: Class 22 contains 36547 members 
Mstep: Class 23 contains 14588 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78124 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619168.000000 Penalty: 94130.875000
Iteration 300F: 28 clusters Score -1.546192e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 97612 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52939 members 
Mstep: Class 7 contains 15650 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 81597 members 
Mstep: Class 10 contains 15581 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25566 members 
Mstep: Class 13 contains 17149 members 
Mstep: Class 14 contains 292125 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 13008 members 
Mstep: Class 19 contains 277173 members 
Mstep: Class 20 contains 174124 members 
Mstep: Class 21 contains 25034 members 
Mstep: Class 22 contains 36542 members 
Mstep: Class 23 contains 14598 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78114 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619376.000000 Penalty: 94130.875000
Iteration 301Q: 28 clusters Score -1.546194e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2040 members 
Mstep: Class 4 contains 97596 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52936 members 
Mstep: Class 7 contains 15652 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 81614 members 
Mstep: Class 10 contains 15580 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25566 members 
Mstep: Class 13 contains 17148 members 
Mstep: Class 14 contains 292127 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 13010 members 
Mstep: Class 19 contains 277195 members 
Mstep: Class 20 contains 174109 members 
Mstep: Class 21 contains 25034 members 
Mstep: Class 22 contains 36540 members 
Mstep: Class 23 contains 14601 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78112 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619184.000000 Penalty: 94130.875000
Iteration 302Q: 28 clusters Score -1.546192e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2040 members 
Mstep: Class 4 contains 97574 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52934 members 
Mstep: Class 7 contains 15652 members 
Mstep: Class 8 contains 4127 members 
Mstep: Class 9 contains 81634 members 
Mstep: Class 10 contains 15574 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25567 members 
Mstep: Class 13 contains 17151 members 
Mstep: Class 14 contains 292128 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 13011 members 
Mstep: Class 19 contains 277221 members 
Mstep: Class 20 contains 174100 members 
Mstep: Class 21 contains 25034 members 
Mstep: Class 22 contains 36541 members 
Mstep: Class 23 contains 14601 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78108 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618976.000000 Penalty: 94130.875000
Iteration 303Q: 28 clusters Score -1.54619e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2040 members 
Mstep: Class 4 contains 97554 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52932 members 
Mstep: Class 7 contains 15652 members 
Mstep: Class 8 contains 4127 members 
Mstep: Class 9 contains 81658 members 
Mstep: Class 10 contains 15569 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25568 members 
Mstep: Class 13 contains 17153 members 
Mstep: Class 14 contains 292127 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 13016 members 
Mstep: Class 19 contains 277251 members 
Mstep: Class 20 contains 174070 members 
Mstep: Class 21 contains 25034 members 
Mstep: Class 22 contains 36541 members 
Mstep: Class 23 contains 14602 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78107 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619088.000000 Penalty: 94130.875000
Iteration 304Q: 28 clusters Score -1.546191e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2040 members 
Mstep: Class 4 contains 97523 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52927 members 
Mstep: Class 7 contains 15650 members 
Mstep: Class 8 contains 4127 members 
Mstep: Class 9 contains 81689 members 
Mstep: Class 10 contains 15570 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25569 members 
Mstep: Class 13 contains 17148 members 
Mstep: Class 14 contains 292126 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 13022 members 
Mstep: Class 19 contains 277287 members 
Mstep: Class 20 contains 174047 members 
Mstep: Class 21 contains 25034 members 
Mstep: Class 22 contains 36542 members 
Mstep: Class 23 contains 14601 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78108 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619024.000000 Penalty: 94130.875000
Iteration 305Q: 28 clusters Score -1.54619e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2040 members 
Mstep: Class 4 contains 97494 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52937 members 
Mstep: Class 7 contains 15648 members 
Mstep: Class 8 contains 4127 members 
Mstep: Class 9 contains 81705 members 
Mstep: Class 10 contains 15566 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25568 members 
Mstep: Class 13 contains 17148 members 
Mstep: Class 14 contains 292115 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 13023 members 
Mstep: Class 19 contains 277343 members 
Mstep: Class 20 contains 174012 members 
Mstep: Class 21 contains 25035 members 
Mstep: Class 22 contains 36544 members 
Mstep: Class 23 contains 14602 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78114 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619344.000000 Penalty: 94130.875000
Iteration 306Q: 28 clusters Score -1.546193e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2040 members 
Mstep: Class 4 contains 97460 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52932 members 
Mstep: Class 7 contains 15648 members 
Mstep: Class 8 contains 4127 members 
Mstep: Class 9 contains 81721 members 
Mstep: Class 10 contains 15563 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25568 members 
Mstep: Class 13 contains 17147 members 
Mstep: Class 14 contains 292111 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 13022 members 
Mstep: Class 19 contains 277421 members 
Mstep: Class 20 contains 173968 members 
Mstep: Class 21 contains 25035 members 
Mstep: Class 22 contains 36547 members 
Mstep: Class 23 contains 14603 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78118 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619408.000000 Penalty: 94130.875000
Iteration 307Q: 28 clusters Score -1.546194e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97437 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52932 members 
Mstep: Class 7 contains 15644 members 
Mstep: Class 8 contains 4129 members 
Mstep: Class 9 contains 81736 members 
Mstep: Class 10 contains 15559 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25568 members 
Mstep: Class 13 contains 17140 members 
Mstep: Class 14 contains 292118 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 13023 members 
Mstep: Class 19 contains 277478 members 
Mstep: Class 20 contains 173934 members 
Mstep: Class 21 contains 25035 members 
Mstep: Class 22 contains 36549 members 
Mstep: Class 23 contains 14609 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78121 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619472.000000 Penalty: 94130.875000
Iteration 308Q: 28 clusters Score -1.546195e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97422 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52934 members 
Mstep: Class 7 contains 15642 members 
Mstep: Class 8 contains 4130 members 
Mstep: Class 9 contains 81758 members 
Mstep: Class 10 contains 15556 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25568 members 
Mstep: Class 13 contains 17136 members 
Mstep: Class 14 contains 292135 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 13024 members 
Mstep: Class 19 contains 277503 members 
Mstep: Class 20 contains 173904 members 
Mstep: Class 21 contains 25037 members 
Mstep: Class 22 contains 36548 members 
Mstep: Class 23 contains 14610 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78117 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619536.000000 Penalty: 94130.875000
Iteration 309Q: 28 clusters Score -1.546195e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 97404 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52953 members 
Mstep: Class 7 contains 15639 members 
Mstep: Class 8 contains 4132 members 
Mstep: Class 9 contains 81774 members 
Mstep: Class 10 contains 15555 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25565 members 
Mstep: Class 13 contains 17132 members 
Mstep: Class 14 contains 292153 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 13032 members 
Mstep: Class 19 contains 277513 members 
Mstep: Class 20 contains 173875 members 
Mstep: Class 21 contains 25037 members 
Mstep: Class 22 contains 36548 members 
Mstep: Class 23 contains 14612 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78111 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619440.000000 Penalty: 94130.875000
Iteration 310Q: 28 clusters Score -1.546194e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 97390 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52954 members 
Mstep: Class 7 contains 15638 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 81796 members 
Mstep: Class 10 contains 15555 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25565 members 
Mstep: Class 13 contains 17130 members 
Mstep: Class 14 contains 292177 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13032 members 
Mstep: Class 19 contains 277533 members 
Mstep: Class 20 contains 173831 members 
Mstep: Class 21 contains 25036 members 
Mstep: Class 22 contains 36547 members 
Mstep: Class 23 contains 14615 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78114 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619360.000000 Penalty: 94130.875000
Iteration 311Q: 28 clusters Score -1.546194e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 97377 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52956 members 
Mstep: Class 7 contains 15637 members 
Mstep: Class 8 contains 4131 members 
Mstep: Class 9 contains 81818 members 
Mstep: Class 10 contains 15553 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25561 members 
Mstep: Class 13 contains 17133 members 
Mstep: Class 14 contains 292176 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 13032 members 
Mstep: Class 19 contains 277578 members 
Mstep: Class 20 contains 173777 members 
Mstep: Class 21 contains 25035 members 
Mstep: Class 22 contains 36548 members 
Mstep: Class 23 contains 14622 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78115 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619520.000000 Penalty: 94130.875000
Iteration 312Q: 28 clusters Score -1.546195e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97369 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52961 members 
Mstep: Class 7 contains 15639 members 
Mstep: Class 8 contains 4132 members 
Mstep: Class 9 contains 81833 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25560 members 
Mstep: Class 13 contains 17129 members 
Mstep: Class 14 contains 292206 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 13029 members 
Mstep: Class 19 contains 277618 members 
Mstep: Class 20 contains 173707 members 
Mstep: Class 21 contains 25034 members 
Mstep: Class 22 contains 36549 members 
Mstep: Class 23 contains 14625 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78113 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619456.000000 Penalty: 94130.875000
Iteration 313Q: 28 clusters Score -1.546195e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97358 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52959 members 
Mstep: Class 7 contains 15638 members 
Mstep: Class 8 contains 4131 members 
Mstep: Class 9 contains 81858 members 
Mstep: Class 10 contains 15544 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25558 members 
Mstep: Class 13 contains 17131 members 
Mstep: Class 14 contains 292227 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 6334 members 
Mstep: Class 18 contains 13028 members 
Mstep: Class 19 contains 277668 members 
Mstep: Class 20 contains 173636 members 
Mstep: Class 21 contains 25036 members 
Mstep: Class 22 contains 36551 members 
Mstep: Class 23 contains 14627 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78112 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619344.000000 Penalty: 94130.875000
Iteration 314Q: 28 clusters Score -1.546193e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97352 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52963 members 
Mstep: Class 7 contains 15637 members 
Mstep: Class 8 contains 4132 members 
Mstep: Class 9 contains 81866 members 
Mstep: Class 10 contains 15536 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25558 members 
Mstep: Class 13 contains 17130 members 
Mstep: Class 14 contains 292233 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 13031 members 
Mstep: Class 19 contains 277712 members 
Mstep: Class 20 contains 173604 members 
Mstep: Class 21 contains 25038 members 
Mstep: Class 22 contains 36551 members 
Mstep: Class 23 contains 14630 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78107 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619744.000000 Penalty: 94130.875000
Iteration 315Q: 28 clusters Score -1.546197e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97342 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52963 members 
Mstep: Class 7 contains 15633 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 81874 members 
Mstep: Class 10 contains 15528 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25558 members 
Mstep: Class 13 contains 17128 members 
Mstep: Class 14 contains 292265 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 13036 members 
Mstep: Class 19 contains 277742 members 
Mstep: Class 20 contains 173557 members 
Mstep: Class 21 contains 25040 members 
Mstep: Class 22 contains 36555 members 
Mstep: Class 23 contains 14633 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78104 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619648.000000 Penalty: 94130.875000
Iteration 316Q: 28 clusters Score -1.546196e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 97326 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52967 members 
Mstep: Class 7 contains 15632 members 
Mstep: Class 8 contains 4131 members 
Mstep: Class 9 contains 81881 members 
Mstep: Class 10 contains 15521 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25557 members 
Mstep: Class 13 contains 17126 members 
Mstep: Class 14 contains 292313 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 13036 members 
Mstep: Class 19 contains 277749 members 
Mstep: Class 20 contains 173528 members 
Mstep: Class 21 contains 25043 members 
Mstep: Class 22 contains 36556 members 
Mstep: Class 23 contains 14638 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78102 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619632.000000 Penalty: 94130.875000
Iteration 317Q: 28 clusters Score -1.546196e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 97314 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52969 members 
Mstep: Class 7 contains 15630 members 
Mstep: Class 8 contains 4130 members 
Mstep: Class 9 contains 81889 members 
Mstep: Class 10 contains 15516 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25558 members 
Mstep: Class 13 contains 17123 members 
Mstep: Class 14 contains 292371 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13041 members 
Mstep: Class 19 contains 277740 members 
Mstep: Class 20 contains 173486 members 
Mstep: Class 21 contains 25043 members 
Mstep: Class 22 contains 36553 members 
Mstep: Class 23 contains 14644 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78100 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619792.000000 Penalty: 94130.875000
Iteration 318Q: 28 clusters Score -1.546198e+08 nChanged 439
Entering ConstructFrom: 
Score: -154619792.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (23662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Entering Unmasked Estep 
Score: -2958163.000000 Penalty: 2497.763184
	Iteration 0F: 2 clusters Score -2958163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2941808.000000 Penalty: 4995.526367
	Iteration 0F: 3 clusters Score -2941808 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2947429.000000 Penalty: 4995.526367
	Iteration 1F: 3 clusters Score -2947429 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2947967.000000 Penalty: 4995.526367
	Iteration 2F: 3 clusters Score -2947967 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2948487.000000 Penalty: 4995.526367
	Iteration 3F: 3 clusters Score -2948487 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2949120.750000 Penalty: 4995.526367
	Iteration 4F: 3 clusters Score -2949121 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2949916.000000 Penalty: 4995.526367
	Iteration 5F: 3 clusters Score -2949916 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2950929.750000 Penalty: 4995.526367
	Iteration 6F: 3 clusters Score -2950930 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2952115.000000 Penalty: 4995.526367
	Iteration 7F: 3 clusters Score -2952115 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2953461.000000 Penalty: 4995.526367
	Iteration 8F: 3 clusters Score -2953461 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2955073.250000 Penalty: 4995.526367
	Iteration 9F: 3 clusters Score -2955073 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2956630.250000 Penalty: 4995.526367
	Iteration 10F: 3 clusters Score -2956630 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2957436.250000 Penalty: 4995.526367
	Iteration 11Q: 3 clusters Score -2957436 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2957784.750000 Penalty: 4995.526367
	Iteration 12Q: 3 clusters Score -2957785 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2957900.000000 Penalty: 4995.526367
	Iteration 13Q: 3 clusters Score -2957900 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2957958.000000 Penalty: 4995.526367
	Iteration 14Q: 3 clusters Score -2957958 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2957987.750000 Penalty: 4995.526367
	Iteration 15Q: 3 clusters Score -2957988 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2958002.000000 Penalty: 4995.526367
	Iteration 16Q: 3 clusters Score -2958002 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2957997.250000 Penalty: 4995.526367
	Iteration 17Q: 3 clusters Score -2957997 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2958001.750000 Penalty: 4995.526367
	Iteration 18Q: 3 clusters Score -2958002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2957999.250000 Penalty: 4995.526367
	Iteration 19Q: 3 clusters Score -2957999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2958000.750000 Penalty: 4995.526367
	Iteration 20F: 3 clusters Score -2958001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2958015.000000 Penalty: 4995.526367
	Iteration 21Q: 3 clusters Score -2958015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2958015.000000 Penalty: 4995.526367
	Iteration 22Q: 3 clusters Score -2958015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2958015.750000 Penalty: 4995.526367
	Iteration 23Q: 3 clusters Score -2958016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2958016.250000 Penalty: 4995.526367
	Iteration 24Q: 3 clusters Score -2958016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2958015.250000 Penalty: 4995.526367
	Iteration 25Q: 3 clusters Score -2958015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2958014.250000 Penalty: 4995.526367
	Iteration 26Q: 3 clusters Score -2958014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2958012.750000 Penalty: 4995.526367
	Iteration 27Q: 3 clusters Score -2958013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2958012.750000 Penalty: 4995.526367
	Iteration 28F: 3 clusters Score -2958013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -51512.027344 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -51512.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50013.964844 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -50013.96 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50335.062500 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -50335.06 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50566.476562 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -50566.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50657.261719 Penalty: 3063.229980
	Iteration 3Q: 3 clusters Score -50657.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50770.496094 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -50770.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50857.339844 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -50857.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50916.980469 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -50916.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50966.363281 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -50966.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51001.121094 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -51001.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51087.132812 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -51087.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51109.750000 Penalty: 3063.229980
	Iteration 10Q: 3 clusters Score -51109.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51129.906250 Penalty: 3063.229980
	Iteration 11Q: 3 clusters Score -51129.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51147.648438 Penalty: 3063.229980
	Iteration 12Q: 3 clusters Score -51147.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51166.730469 Penalty: 3063.229980
	Iteration 13Q: 3 clusters Score -51166.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51184.066406 Penalty: 3063.229980
	Iteration 14Q: 3 clusters Score -51184.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51194.042969 Penalty: 3063.229980
	Iteration 15Q: 3 clusters Score -51194.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51207.152344 Penalty: 3063.229980
	Iteration 16Q: 3 clusters Score -51207.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51210.933594 Penalty: 3063.229980
	Iteration 17Q: 3 clusters Score -51210.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51211.281250 Penalty: 3063.229980
	Iteration 18F: 3 clusters Score -51211.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51218.386719 Penalty: 3063.229980
	Iteration 19Q: 3 clusters Score -51218.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51225.746094 Penalty: 3063.229980
	Iteration 20F: 3 clusters Score -51225.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51230.347656 Penalty: 3063.229980
	Iteration 21Q: 3 clusters Score -51230.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51230.347656 Penalty: 3063.229980
	Iteration 22F: 3 clusters Score -51230.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Entering Unmasked Estep 
Score: -230499.078125 Penalty: 1889.569946
	Iteration 0F: 2 clusters Score -230499.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -227912.390625 Penalty: 3779.139893
	Iteration 0F: 3 clusters Score -227912.4 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -228438.671875 Penalty: 3779.139893
	Iteration 1F: 3 clusters Score -228438.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -228552.046875 Penalty: 3779.139893
	Iteration 2F: 3 clusters Score -228552 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -228606.750000 Penalty: 3779.139893
	Iteration 3Q: 3 clusters Score -228606.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -228648.203125 Penalty: 3779.139893
	Iteration 4Q: 3 clusters Score -228648.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -228673.812500 Penalty: 3779.139893
	Iteration 5Q: 3 clusters Score -228673.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -228689.796875 Penalty: 3779.139893
	Iteration 6Q: 3 clusters Score -228689.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -228706.046875 Penalty: 3779.139893
	Iteration 7Q: 3 clusters Score -228706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -228720.546875 Penalty: 3779.139893
	Iteration 8Q: 3 clusters Score -228720.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -228733.906250 Penalty: 3779.139893
	Iteration 9Q: 3 clusters Score -228733.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -228749.343750 Penalty: 3779.139893
	Iteration 10Q: 3 clusters Score -228749.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -228763.796875 Penalty: 3779.139893
	Iteration 11Q: 3 clusters Score -228763.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -228774.406250 Penalty: 3779.139893
	Iteration 12Q: 3 clusters Score -228774.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -228783.562500 Penalty: 3779.139893
	Iteration 13Q: 3 clusters Score -228783.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -228791.796875 Penalty: 3779.139893
	Iteration 14Q: 3 clusters Score -228791.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -228795.578125 Penalty: 3779.139893
	Iteration 15Q: 3 clusters Score -228795.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -228800.656250 Penalty: 3779.139893
	Iteration 16Q: 3 clusters Score -228800.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -228807.140625 Penalty: 3779.139893
	Iteration 17Q: 3 clusters Score -228807.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -228815.984375 Penalty: 3779.139893
	Iteration 18Q: 3 clusters Score -228816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -228829.109375 Penalty: 3779.139893
	Iteration 19Q: 3 clusters Score -228829.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -228850.640625 Penalty: 3779.139893
	Iteration 20F: 3 clusters Score -228850.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -228867.750000 Penalty: 3779.139893
	Iteration 21Q: 3 clusters Score -228867.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -228884.734375 Penalty: 3779.139893
	Iteration 22Q: 3 clusters Score -228884.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -228906.156250 Penalty: 3779.139893
	Iteration 23Q: 3 clusters Score -228906.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -228944.203125 Penalty: 3779.139893
	Iteration 24Q: 3 clusters Score -228944.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -228971.625000 Penalty: 3779.139893
	Iteration 25Q: 3 clusters Score -228971.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -228995.531250 Penalty: 3779.139893
	Iteration 26Q: 3 clusters Score -228995.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -229010.640625 Penalty: 3779.139893
	Iteration 27Q: 3 clusters Score -229010.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -229027.843750 Penalty: 3779.139893
	Iteration 28Q: 3 clusters Score -229027.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -229044.656250 Penalty: 3779.139893
	Iteration 29Q: 3 clusters Score -229044.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -229061.562500 Penalty: 3779.139893
	Iteration 30Q: 3 clusters Score -229061.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -229085.781250 Penalty: 3779.139893
	Iteration 31Q: 3 clusters Score -229085.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -229111.203125 Penalty: 3779.139893
	Iteration 32Q: 3 clusters Score -229111.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -229137.578125 Penalty: 3779.139893
	Iteration 33Q: 3 clusters Score -229137.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -229155.765625 Penalty: 3779.139893
	Iteration 34Q: 3 clusters Score -229155.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -229178.921875 Penalty: 3779.139893
	Iteration 35Q: 3 clusters Score -229178.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -229209.500000 Penalty: 3779.139893
	Iteration 36Q: 3 clusters Score -229209.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -229242.750000 Penalty: 3779.139893
	Iteration 37Q: 3 clusters Score -229242.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -229278.656250 Penalty: 3779.139893
	Iteration 38Q: 3 clusters Score -229278.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -229319.093750 Penalty: 3779.139893
	Iteration 39Q: 3 clusters Score -229319.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -229340.609375 Penalty: 3779.139893
	Iteration 40F: 3 clusters Score -229340.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -229356.718750 Penalty: 3779.139893
	Iteration 41Q: 3 clusters Score -229356.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -229373.265625 Penalty: 3779.139893
	Iteration 42Q: 3 clusters Score -229373.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -229387.328125 Penalty: 3779.139893
	Iteration 43Q: 3 clusters Score -229387.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -229408.250000 Penalty: 3779.139893
	Iteration 44Q: 3 clusters Score -229408.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -229427.484375 Penalty: 3779.139893
	Iteration 45Q: 3 clusters Score -229427.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -229439.671875 Penalty: 3779.139893
	Iteration 46Q: 3 clusters Score -229439.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -229448.015625 Penalty: 3779.139893
	Iteration 47Q: 3 clusters Score -229448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -229455.921875 Penalty: 3779.139893
	Iteration 48Q: 3 clusters Score -229455.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -229465.640625 Penalty: 3779.139893
	Iteration 49Q: 3 clusters Score -229465.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -229468.843750 Penalty: 3779.139893
	Iteration 50Q: 3 clusters Score -229468.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -229476.343750 Penalty: 3779.139893
	Iteration 51Q: 3 clusters Score -229476.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -229480.250000 Penalty: 3779.139893
	Iteration 52Q: 3 clusters Score -229480.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -229484.343750 Penalty: 3779.139893
	Iteration 53Q: 3 clusters Score -229484.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -229485.859375 Penalty: 3779.139893
	Iteration 54Q: 3 clusters Score -229485.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -229491.296875 Penalty: 3779.139893
	Iteration 55Q: 3 clusters Score -229491.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -229492.812500 Penalty: 3779.139893
	Iteration 56Q: 3 clusters Score -229492.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -229494.718750 Penalty: 3779.139893
	Iteration 57Q: 3 clusters Score -229494.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -229497.015625 Penalty: 3779.139893
	Iteration 58Q: 3 clusters Score -229497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -229499.375000 Penalty: 3779.139893
	Iteration 59Q: 3 clusters Score -229499.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -229501.546875 Penalty: 3779.139893
	Iteration 60F: 3 clusters Score -229501.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -229502.531250 Penalty: 3779.139893
	Iteration 61Q: 3 clusters Score -229502.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -229506.359375 Penalty: 3779.139893
	Iteration 62Q: 3 clusters Score -229506.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -229509.046875 Penalty: 3779.139893
	Iteration 63Q: 3 clusters Score -229509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -229510.781250 Penalty: 3779.139893
	Iteration 64Q: 3 clusters Score -229510.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -229512.062500 Penalty: 3779.139893
	Iteration 65Q: 3 clusters Score -229512.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -229513.312500 Penalty: 3779.139893
	Iteration 66Q: 3 clusters Score -229513.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -229513.312500 Penalty: 3779.139893
	Iteration 67F: 3 clusters Score -229513.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (97308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97308 members 
Entering Unmasked Estep 
Score: -12238244.000000 Penalty: 2848.437988
	Iteration 0F: 2 clusters Score -1.223824e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -12173512.000000 Penalty: 5696.875977
	Iteration 0F: 3 clusters Score -1.217351e+07 nChanged 45891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -12199593.000000 Penalty: 5696.875977
	Iteration 1F: 3 clusters Score -1.219959e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -12200219.000000 Penalty: 5696.875977
	Iteration 2Q: 3 clusters Score -1.220022e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -12200938.000000 Penalty: 5696.875977
	Iteration 3Q: 3 clusters Score -1.220094e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -12201902.000000 Penalty: 5696.875977
	Iteration 4Q: 3 clusters Score -1.22019e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -12203367.000000 Penalty: 5696.875977
	Iteration 5Q: 3 clusters Score -1.220337e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -12205906.000000 Penalty: 5696.875977
	Iteration 6F: 3 clusters Score -1.220591e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68706 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -12210303.000000 Penalty: 5696.875977
	Iteration 7F: 3 clusters Score -1.22103e+07 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76605 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -12216975.000000 Penalty: 5696.875977
	Iteration 8F: 3 clusters Score -1.221698e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84438 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -12224285.000000 Penalty: 5696.875977
	Iteration 9F: 3 clusters Score -1.222428e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90311 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -12230058.000000 Penalty: 5696.875977
	Iteration 10F: 3 clusters Score -1.223006e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93606 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -12233145.000000 Penalty: 5696.875977
	Iteration 11Q: 3 clusters Score -1.223314e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95109 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -12234557.000000 Penalty: 5696.875977
	Iteration 12Q: 3 clusters Score -1.223456e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95815 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -12235277.000000 Penalty: 5696.875977
	Iteration 13Q: 3 clusters Score -1.223528e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96153 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -12235593.000000 Penalty: 5696.875977
	Iteration 14Q: 3 clusters Score -1.223559e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96323 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -12235736.000000 Penalty: 5696.875977
	Iteration 15Q: 3 clusters Score -1.223574e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96427 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -12235812.000000 Penalty: 5696.875977
	Iteration 16Q: 3 clusters Score -1.223581e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96485 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -12235855.000000 Penalty: 5696.875977
	Iteration 17Q: 3 clusters Score -1.223586e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96516 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -12235869.000000 Penalty: 5696.875977
	Iteration 18Q: 3 clusters Score -1.223587e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96541 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -12235878.000000 Penalty: 5696.875977
	Iteration 19Q: 3 clusters Score -1.223588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96555 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -12235883.000000 Penalty: 5696.875977
	Iteration 20F: 3 clusters Score -1.223588e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96574 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -12235904.000000 Penalty: 5696.875977
	Iteration 21Q: 3 clusters Score -1.22359e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96593 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -12235908.000000 Penalty: 5696.875977
	Iteration 22Q: 3 clusters Score -1.223591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96607 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -12235927.000000 Penalty: 5696.875977
	Iteration 23Q: 3 clusters Score -1.223593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96620 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -12235937.000000 Penalty: 5696.875977
	Iteration 24Q: 3 clusters Score -1.223594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96633 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -12235941.000000 Penalty: 5696.875977
	Iteration 25Q: 3 clusters Score -1.223594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96648 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -12235947.000000 Penalty: 5696.875977
	Iteration 26Q: 3 clusters Score -1.223595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96664 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -12235967.000000 Penalty: 5696.875977
	Iteration 27Q: 3 clusters Score -1.223597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96670 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -12235977.000000 Penalty: 5696.875977
	Iteration 28Q: 3 clusters Score -1.223598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96677 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -12235965.000000 Penalty: 5696.875977
	Iteration 29Q: 3 clusters Score -1.223596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96686 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -12235966.000000 Penalty: 5696.875977
	Iteration 30Q: 3 clusters Score -1.223597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96695 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -12235986.000000 Penalty: 5696.875977
	Iteration 31Q: 3 clusters Score -1.223599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96705 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -12235981.000000 Penalty: 5696.875977
	Iteration 32Q: 3 clusters Score -1.223598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96712 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -12235986.000000 Penalty: 5696.875977
	Iteration 33Q: 3 clusters Score -1.223599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96718 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -12235987.000000 Penalty: 5696.875977
	Iteration 34Q: 3 clusters Score -1.223599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96722 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -12236001.000000 Penalty: 5696.875977
	Iteration 35Q: 3 clusters Score -1.2236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96729 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -12236005.000000 Penalty: 5696.875977
	Iteration 36Q: 3 clusters Score -1.2236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96733 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -12236003.000000 Penalty: 5696.875977
	Iteration 37Q: 3 clusters Score -1.2236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96733 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -12236003.000000 Penalty: 5696.875977
	Iteration 38F: 3 clusters Score -1.2236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -38523.105469 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -38523.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37256.777344 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -37256.78 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -37520.378906 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -37520.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37665.781250 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -37665.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -37895.976562 Penalty: 2950.225586
	Iteration 3F: 3 clusters Score -37895.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -38342.402344 Penalty: 2950.225586
	Iteration 4F: 3 clusters Score -38342.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -38608.273438 Penalty: 2950.225586
	Iteration 5F: 3 clusters Score -38608.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -38656.390625 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -38656.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -38681.738281 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -38681.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38697.964844 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -38697.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -38735.332031 Penalty: 2950.225586
	Iteration 9Q: 3 clusters Score -38735.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -38762.984375 Penalty: 2950.225586
	Iteration 10Q: 3 clusters Score -38762.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38771.886719 Penalty: 2950.225586
	Iteration 11Q: 3 clusters Score -38771.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38771.886719 Penalty: 2950.225586
	Iteration 12F: 3 clusters Score -38771.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 97308 members 
Mstep: Class 5 contains 98 members 
Mstep: Class 6 contains 52975 members 
Mstep: Class 7 contains 15628 members 
Mstep: Class 8 contains 4130 members 
Mstep: Class 9 contains 81894 members 
Mstep: Class 10 contains 15512 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25559 members 
Mstep: Class 13 contains 17121 members 
Mstep: Class 14 contains 292382 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 13050 members 
Mstep: Class 19 contains 277777 members 
Mstep: Class 20 contains 173435 members 
Mstep: Class 21 contains 25044 members 
Mstep: Class 22 contains 36551 members 
Mstep: Class 23 contains 14646 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78096 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Mstep: Class 28 contains 285 members 
Entering Unmasked Estep 
Score: -154617840.000000 Penalty: 97617.203125
Splitting cluster 5 changes total score from -154619792.000000 to -154617840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (52975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Entering Unmasked Estep 
Score: -6666021.500000 Penalty: 2697.638672
	Iteration 0F: 2 clusters Score -6666022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -6630474.500000 Penalty: 5395.277344
	Iteration 0F: 3 clusters Score -6630474 nChanged 24452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -6643902.500000 Penalty: 5395.277344
	Iteration 1F: 3 clusters Score -6643902 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -6644637.500000 Penalty: 5395.277344
	Iteration 2Q: 3 clusters Score -6644638 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -6645692.500000 Penalty: 5395.277344
	Iteration 3Q: 3 clusters Score -6645692 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -6647374.000000 Penalty: 5395.277344
	Iteration 4F: 3 clusters Score -6647374 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -6650036.000000 Penalty: 5395.277344
	Iteration 5F: 3 clusters Score -6650036 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -6653958.000000 Penalty: 5395.277344
	Iteration 6F: 3 clusters Score -6653958 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -6658243.000000 Penalty: 5395.277344
	Iteration 7F: 3 clusters Score -6658243 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 49267 members 
Entering Unmasked Estep 
Score: -6661294.500000 Penalty: 5395.277344
	Iteration 8F: 3 clusters Score -6661294 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 50536 members 
Entering Unmasked Estep 
Score: -6662809.000000 Penalty: 5395.277344
	Iteration 9Q: 3 clusters Score -6662809 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -6663501.500000 Penalty: 5395.277344
	Iteration 10Q: 3 clusters Score -6663502 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -6663759.000000 Penalty: 5395.277344
	Iteration 11Q: 3 clusters Score -6663759 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -6663920.500000 Penalty: 5395.277344
	Iteration 12Q: 3 clusters Score -6663920 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -6663992.500000 Penalty: 5395.277344
	Iteration 13Q: 3 clusters Score -6663992 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -6664056.000000 Penalty: 5395.277344
	Iteration 14Q: 3 clusters Score -6664056 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -6664093.000000 Penalty: 5395.277344
	Iteration 15Q: 3 clusters Score -6664093 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -6664116.000000 Penalty: 5395.277344
	Iteration 16Q: 3 clusters Score -6664116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -6664125.500000 Penalty: 5395.277344
	Iteration 17Q: 3 clusters Score -6664126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -6664141.500000 Penalty: 5395.277344
	Iteration 18Q: 3 clusters Score -6664142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -6664154.500000 Penalty: 5395.277344
	Iteration 19Q: 3 clusters Score -6664154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 51247 members 
Entering Unmasked Estep 
Score: -6664171.500000 Penalty: 5395.277344
	Iteration 20F: 3 clusters Score -6664172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 51252 members 
Entering Unmasked Estep 
Score: -6664163.000000 Penalty: 5395.277344
	Iteration 21Q: 3 clusters Score -6664163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 51256 members 
Entering Unmasked Estep 
Score: -6664171.500000 Penalty: 5395.277344
	Iteration 22Q: 3 clusters Score -6664172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -6664173.000000 Penalty: 5395.277344
	Iteration 23Q: 3 clusters Score -6664173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -6664179.000000 Penalty: 5395.277344
	Iteration 24Q: 3 clusters Score -6664179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 51250 members 
Entering Unmasked Estep 
Score: -6664181.500000 Penalty: 5395.277344
	Iteration 25Q: 3 clusters Score -6664182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 51252 members 
Entering Unmasked Estep 
Score: -6664180.000000 Penalty: 5395.277344
	Iteration 26Q: 3 clusters Score -6664180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -6664175.500000 Penalty: 5395.277344
	Iteration 27Q: 3 clusters Score -6664176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -6664175.500000 Penalty: 5395.277344
	Iteration 28F: 3 clusters Score -6664176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Entering Unmasked Estep 
Score: -1864565.625000 Penalty: 2394.891113
	Iteration 0F: 2 clusters Score -1864566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1853242.500000 Penalty: 4789.782227
	Iteration 0F: 3 clusters Score -1853242 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1857192.750000 Penalty: 4789.782227
	Iteration 1F: 3 clusters Score -1857193 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1857940.875000 Penalty: 4789.782227
	Iteration 2F: 3 clusters Score -1857941 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1858726.250000 Penalty: 4789.782227
	Iteration 3F: 3 clusters Score -1858726 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1859439.250000 Penalty: 4789.782227
	Iteration 4F: 3 clusters Score -1859439 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1859990.750000 Penalty: 4789.782227
	Iteration 5F: 3 clusters Score -1859991 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1860532.375000 Penalty: 4789.782227
	Iteration 6F: 3 clusters Score -1860532 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1860982.375000 Penalty: 4789.782227
	Iteration 7Q: 3 clusters Score -1860982 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1861364.250000 Penalty: 4789.782227
	Iteration 8Q: 3 clusters Score -1861364 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1861724.750000 Penalty: 4789.782227
	Iteration 9Q: 3 clusters Score -1861725 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1862021.875000 Penalty: 4789.782227
	Iteration 10Q: 3 clusters Score -1862022 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1862230.000000 Penalty: 4789.782227
	Iteration 11Q: 3 clusters Score -1862230 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1862412.625000 Penalty: 4789.782227
	Iteration 12Q: 3 clusters Score -1862413 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1862557.250000 Penalty: 4789.782227
	Iteration 13Q: 3 clusters Score -1862557 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1862674.625000 Penalty: 4789.782227
	Iteration 14Q: 3 clusters Score -1862675 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1862783.750000 Penalty: 4789.782227
	Iteration 15Q: 3 clusters Score -1862784 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1862860.875000 Penalty: 4789.782227
	Iteration 16Q: 3 clusters Score -1862861 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1862938.125000 Penalty: 4789.782227
	Iteration 17Q: 3 clusters Score -1862938 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1862987.625000 Penalty: 4789.782227
	Iteration 18Q: 3 clusters Score -1862988 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1863032.000000 Penalty: 4789.782227
	Iteration 19Q: 3 clusters Score -1863032 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1863071.000000 Penalty: 4789.782227
	Iteration 20F: 3 clusters Score -1863071 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1863105.375000 Penalty: 4789.782227
	Iteration 21Q: 3 clusters Score -1863105 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1863135.875000 Penalty: 4789.782227
	Iteration 22Q: 3 clusters Score -1863136 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1863157.875000 Penalty: 4789.782227
	Iteration 23Q: 3 clusters Score -1863158 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1863170.375000 Penalty: 4789.782227
	Iteration 24Q: 3 clusters Score -1863170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1863184.000000 Penalty: 4789.782227
	Iteration 25Q: 3 clusters Score -1863184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1863196.500000 Penalty: 4789.782227
	Iteration 26Q: 3 clusters Score -1863196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1863204.500000 Penalty: 4789.782227
	Iteration 27Q: 3 clusters Score -1863204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1863203.000000 Penalty: 4789.782227
	Iteration 28Q: 3 clusters Score -1863203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1863205.125000 Penalty: 4789.782227
	Iteration 29Q: 3 clusters Score -1863205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1863211.125000 Penalty: 4789.782227
	Iteration 30Q: 3 clusters Score -1863211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1863214.125000 Penalty: 4789.782227
	Iteration 31Q: 3 clusters Score -1863214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1863216.750000 Penalty: 4789.782227
	Iteration 32Q: 3 clusters Score -1863217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1863219.125000 Penalty: 4789.782227
	Iteration 33Q: 3 clusters Score -1863219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1863221.625000 Penalty: 4789.782227
	Iteration 34Q: 3 clusters Score -1863222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1863222.500000 Penalty: 4789.782227
	Iteration 35Q: 3 clusters Score -1863222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1863222.125000 Penalty: 4789.782227
	Iteration 36Q: 3 clusters Score -1863222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1863227.125000 Penalty: 4789.782227
	Iteration 37Q: 3 clusters Score -1863227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1863229.000000 Penalty: 4789.782227
	Iteration 38Q: 3 clusters Score -1863229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1863235.750000 Penalty: 4789.782227
	Iteration 39Q: 3 clusters Score -1863236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1863234.750000 Penalty: 4789.782227
	Iteration 40F: 3 clusters Score -1863235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1863233.625000 Penalty: 4789.782227
	Iteration 41Q: 3 clusters Score -1863234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1863234.375000 Penalty: 4789.782227
	Iteration 42Q: 3 clusters Score -1863234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1863234.375000 Penalty: 4789.782227
	Iteration 43F: 3 clusters Score -1863234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Entering Unmasked Estep 
Score: -512600.406250 Penalty: 2064.856201
	Iteration 0F: 2 clusters Score -512600.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -508659.343750 Penalty: 4129.712402
	Iteration 0F: 3 clusters Score -508659.3 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -509496.187500 Penalty: 4129.712402
	Iteration 1F: 3 clusters Score -509496.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -509694.437500 Penalty: 4129.712402
	Iteration 2F: 3 clusters Score -509694.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -509824.187500 Penalty: 4129.712402
	Iteration 3Q: 3 clusters Score -509824.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -509913.593750 Penalty: 4129.712402
	Iteration 4Q: 3 clusters Score -509913.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -509993.968750 Penalty: 4129.712402
	Iteration 5Q: 3 clusters Score -509994 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -510049.531250 Penalty: 4129.712402
	Iteration 6Q: 3 clusters Score -510049.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -510097.125000 Penalty: 4129.712402
	Iteration 7Q: 3 clusters Score -510097.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -510136.687500 Penalty: 4129.712402
	Iteration 8Q: 3 clusters Score -510136.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -510173.937500 Penalty: 4129.712402
	Iteration 9Q: 3 clusters Score -510173.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -510199.781250 Penalty: 4129.712402
	Iteration 10Q: 3 clusters Score -510199.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -510215.718750 Penalty: 4129.712402
	Iteration 11Q: 3 clusters Score -510215.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -510230.656250 Penalty: 4129.712402
	Iteration 12Q: 3 clusters Score -510230.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -510241.812500 Penalty: 4129.712402
	Iteration 13Q: 3 clusters Score -510241.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -510247.812500 Penalty: 4129.712402
	Iteration 14Q: 3 clusters Score -510247.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -510258.968750 Penalty: 4129.712402
	Iteration 15Q: 3 clusters Score -510259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -510271.875000 Penalty: 4129.712402
	Iteration 16Q: 3 clusters Score -510271.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -510282.781250 Penalty: 4129.712402
	Iteration 17Q: 3 clusters Score -510282.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -510294.906250 Penalty: 4129.712402
	Iteration 18Q: 3 clusters Score -510294.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -510306.750000 Penalty: 4129.712402
	Iteration 19Q: 3 clusters Score -510306.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -510320.437500 Penalty: 4129.712402
	Iteration 20F: 3 clusters Score -510320.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -510337.531250 Penalty: 4129.712402
	Iteration 21Q: 3 clusters Score -510337.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -510353.062500 Penalty: 4129.712402
	Iteration 22Q: 3 clusters Score -510353.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -510366.500000 Penalty: 4129.712402
	Iteration 23Q: 3 clusters Score -510366.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -510377.500000 Penalty: 4129.712402
	Iteration 24Q: 3 clusters Score -510377.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -510389.531250 Penalty: 4129.712402
	Iteration 25Q: 3 clusters Score -510389.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -510398.406250 Penalty: 4129.712402
	Iteration 26Q: 3 clusters Score -510398.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -510408.312500 Penalty: 4129.712402
	Iteration 27Q: 3 clusters Score -510408.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -510418.687500 Penalty: 4129.712402
	Iteration 28Q: 3 clusters Score -510418.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -510428.750000 Penalty: 4129.712402
	Iteration 29Q: 3 clusters Score -510428.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -510438.375000 Penalty: 4129.712402
	Iteration 30Q: 3 clusters Score -510438.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -510444.500000 Penalty: 4129.712402
	Iteration 31Q: 3 clusters Score -510444.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -510451.937500 Penalty: 4129.712402
	Iteration 32Q: 3 clusters Score -510451.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -510459.406250 Penalty: 4129.712402
	Iteration 33Q: 3 clusters Score -510459.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -510465.812500 Penalty: 4129.712402
	Iteration 34Q: 3 clusters Score -510465.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -510469.406250 Penalty: 4129.712402
	Iteration 35Q: 3 clusters Score -510469.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -510471.156250 Penalty: 4129.712402
	Iteration 36Q: 3 clusters Score -510471.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -510476.343750 Penalty: 4129.712402
	Iteration 37Q: 3 clusters Score -510476.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -510481.687500 Penalty: 4129.712402
	Iteration 38Q: 3 clusters Score -510481.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -510486.968750 Penalty: 4129.712402
	Iteration 39Q: 3 clusters Score -510487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -510492.656250 Penalty: 4129.712402
	Iteration 40F: 3 clusters Score -510492.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -510495.531250 Penalty: 4129.712402
	Iteration 41Q: 3 clusters Score -510495.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -510501.093750 Penalty: 4129.712402
	Iteration 42Q: 3 clusters Score -510501.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -510503.750000 Penalty: 4129.712402
	Iteration 43Q: 3 clusters Score -510503.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -510506.875000 Penalty: 4129.712402
	Iteration 44Q: 3 clusters Score -510506.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -510508.906250 Penalty: 4129.712402
	Iteration 45Q: 3 clusters Score -510508.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -510510.468750 Penalty: 4129.712402
	Iteration 46Q: 3 clusters Score -510510.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -510512.468750 Penalty: 4129.712402
	Iteration 47Q: 3 clusters Score -510512.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -510514.281250 Penalty: 4129.712402
	Iteration 48Q: 3 clusters Score -510514.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -510516.031250 Penalty: 4129.712402
	Iteration 49Q: 3 clusters Score -510516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -510519.062500 Penalty: 4129.712402
	Iteration 50Q: 3 clusters Score -510519.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -510523.468750 Penalty: 4129.712402
	Iteration 51Q: 3 clusters Score -510523.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -510528.687500 Penalty: 4129.712402
	Iteration 52Q: 3 clusters Score -510528.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -510531.656250 Penalty: 4129.712402
	Iteration 53Q: 3 clusters Score -510531.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -510536.718750 Penalty: 4129.712402
	Iteration 54Q: 3 clusters Score -510536.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -510538.437500 Penalty: 4129.712402
	Iteration 55Q: 3 clusters Score -510538.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -510540.250000 Penalty: 4129.712402
	Iteration 56Q: 3 clusters Score -510540.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -510542.031250 Penalty: 4129.712402
	Iteration 57Q: 3 clusters Score -510542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -510543.656250 Penalty: 4129.712402
	Iteration 58Q: 3 clusters Score -510543.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -510543.593750 Penalty: 4129.712402
	Iteration 59Q: 3 clusters Score -510543.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -510543.312500 Penalty: 4129.712402
	Iteration 60F: 3 clusters Score -510543.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -510545.375000 Penalty: 4129.712402
	Iteration 61Q: 3 clusters Score -510545.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -510547.312500 Penalty: 4129.712402
	Iteration 62Q: 3 clusters Score -510547.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -510547.062500 Penalty: 4129.712402
	Iteration 63Q: 3 clusters Score -510547.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -510547.718750 Penalty: 4129.712402
	Iteration 64Q: 3 clusters Score -510547.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -510548.218750 Penalty: 4129.712402
	Iteration 65Q: 3 clusters Score -510548.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -510549.375000 Penalty: 4129.712402
	Iteration 66Q: 3 clusters Score -510549.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -510549.937500 Penalty: 4129.712402
	Iteration 67Q: 3 clusters Score -510549.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -510551.218750 Penalty: 4129.712402
	Iteration 68Q: 3 clusters Score -510551.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -510552.687500 Penalty: 4129.712402
	Iteration 69Q: 3 clusters Score -510552.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -510554.812500 Penalty: 4129.712402
	Iteration 70Q: 3 clusters Score -510554.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -510557.156250 Penalty: 4129.712402
	Iteration 71Q: 3 clusters Score -510557.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -510559.562500 Penalty: 4129.712402
	Iteration 72Q: 3 clusters Score -510559.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -510563.343750 Penalty: 4129.712402
	Iteration 73Q: 3 clusters Score -510563.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -510569.031250 Penalty: 4129.712402
	Iteration 74Q: 3 clusters Score -510569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -510578.562500 Penalty: 4129.712402
	Iteration 75Q: 3 clusters Score -510578.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -510585.500000 Penalty: 4129.712402
	Iteration 76Q: 3 clusters Score -510585.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -510592.625000 Penalty: 4129.712402
	Iteration 77Q: 3 clusters Score -510592.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -510599.000000 Penalty: 4129.712402
	Iteration 78Q: 3 clusters Score -510599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -510605.250000 Penalty: 4129.712402
	Iteration 79Q: 3 clusters Score -510605.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -510608.437500 Penalty: 4129.712402
	Iteration 80F: 3 clusters Score -510608.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -510611.718750 Penalty: 4129.712402
	Iteration 81Q: 3 clusters Score -510611.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -510613.437500 Penalty: 4129.712402
	Iteration 82Q: 3 clusters Score -510613.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -510614.156250 Penalty: 4129.712402
	Iteration 83Q: 3 clusters Score -510614.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -510616.125000 Penalty: 4129.712402
	Iteration 84Q: 3 clusters Score -510616.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -510617.437500 Penalty: 4129.712402
	Iteration 85Q: 3 clusters Score -510617.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -510619.593750 Penalty: 4129.712402
	Iteration 86Q: 3 clusters Score -510619.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -510621.593750 Penalty: 4129.712402
	Iteration 87Q: 3 clusters Score -510621.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -510623.750000 Penalty: 4129.712402
	Iteration 88Q: 3 clusters Score -510623.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -510626.531250 Penalty: 4129.712402
	Iteration 89Q: 3 clusters Score -510626.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -510627.750000 Penalty: 4129.712402
	Iteration 90Q: 3 clusters Score -510627.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -510630.281250 Penalty: 4129.712402
	Iteration 91Q: 3 clusters Score -510630.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -510633.531250 Penalty: 4129.712402
	Iteration 92Q: 3 clusters Score -510633.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -510634.531250 Penalty: 4129.712402
	Iteration 93Q: 3 clusters Score -510634.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -510639.281250 Penalty: 4129.712402
	Iteration 94Q: 3 clusters Score -510639.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -510642.000000 Penalty: 4129.712402
	Iteration 95Q: 3 clusters Score -510642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -510644.156250 Penalty: 4129.712402
	Iteration 96Q: 3 clusters Score -510644.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -510648.625000 Penalty: 4129.712402
	Iteration 97Q: 3 clusters Score -510648.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -510655.625000 Penalty: 4129.712402
	Iteration 98Q: 3 clusters Score -510655.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -510659.312500 Penalty: 4129.712402
	Iteration 99Q: 3 clusters Score -510659.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -510662.437500 Penalty: 4129.712402
	Iteration 100F: 3 clusters Score -510662.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -510668.000000 Penalty: 4129.712402
	Iteration 101Q: 3 clusters Score -510668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -510671.656250 Penalty: 4129.712402
	Iteration 102Q: 3 clusters Score -510671.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -510676.781250 Penalty: 4129.712402
	Iteration 103Q: 3 clusters Score -510676.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -510677.843750 Penalty: 4129.712402
	Iteration 104Q: 3 clusters Score -510677.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -510679.968750 Penalty: 4129.712402
	Iteration 105Q: 3 clusters Score -510680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -510679.968750 Penalty: 4129.712402
	Iteration 106Q: 3 clusters Score -510680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -510681.500000 Penalty: 4129.712402
	Iteration 107Q: 3 clusters Score -510681.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -510681.437500 Penalty: 4129.712402
	Iteration 108Q: 3 clusters Score -510681.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -510682.218750 Penalty: 4129.712402
	Iteration 109Q: 3 clusters Score -510682.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -510682.218750 Penalty: 4129.712402
	Iteration 110F: 3 clusters Score -510682.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (81894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81894 members 
Entering Unmasked Estep 
Score: -10322379.000000 Penalty: 2805.668945
	Iteration 0F: 2 clusters Score -1.032238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -10267616.000000 Penalty: 5611.337891
	Iteration 0F: 3 clusters Score -1.026762e+07 nChanged 38412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -10289600.000000 Penalty: 5611.337891
	Iteration 1F: 3 clusters Score -1.02896e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -10290590.000000 Penalty: 5611.337891
	Iteration 2Q: 3 clusters Score -1.029059e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -10292036.000000 Penalty: 5611.337891
	Iteration 3Q: 3 clusters Score -1.029204e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -10294264.000000 Penalty: 5611.337891
	Iteration 4F: 3 clusters Score -1.029426e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -10297843.000000 Penalty: 5611.337891
	Iteration 5F: 3 clusters Score -1.029784e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 59928 members 
Entering Unmasked Estep 
Score: -10303024.000000 Penalty: 5611.337891
	Iteration 6F: 3 clusters Score -1.030302e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 65860 members 
Entering Unmasked Estep 
Score: -10309073.000000 Penalty: 5611.337891
	Iteration 7F: 3 clusters Score -1.030907e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 70617 members 
Entering Unmasked Estep 
Score: -10314125.000000 Penalty: 5611.337891
	Iteration 8F: 3 clusters Score -1.031412e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 73552 members 
Entering Unmasked Estep 
Score: -10317053.000000 Penalty: 5611.337891
	Iteration 9Q: 3 clusters Score -1.031705e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 75209 members 
Entering Unmasked Estep 
Score: -10318725.000000 Penalty: 5611.337891
	Iteration 10Q: 3 clusters Score -1.031872e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 76238 members 
Entering Unmasked Estep 
Score: -10319550.000000 Penalty: 5611.337891
	Iteration 11Q: 3 clusters Score -1.031955e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 76906 members 
Entering Unmasked Estep 
Score: -10320030.000000 Penalty: 5611.337891
	Iteration 12Q: 3 clusters Score -1.032003e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 77383 members 
Entering Unmasked Estep 
Score: -10320315.000000 Penalty: 5611.337891
	Iteration 13Q: 3 clusters Score -1.032032e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 77737 members 
Entering Unmasked Estep 
Score: -10320499.000000 Penalty: 5611.337891
	Iteration 14Q: 3 clusters Score -1.03205e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 77990 members 
Entering Unmasked Estep 
Score: -10320591.000000 Penalty: 5611.337891
	Iteration 15Q: 3 clusters Score -1.032059e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 78217 members 
Entering Unmasked Estep 
Score: -10320661.000000 Penalty: 5611.337891
	Iteration 16Q: 3 clusters Score -1.032066e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 78351 members 
Entering Unmasked Estep 
Score: -10320697.000000 Penalty: 5611.337891
	Iteration 17Q: 3 clusters Score -1.03207e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
Score: -10320734.000000 Penalty: 5611.337891
	Iteration 18Q: 3 clusters Score -1.032073e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 78551 members 
Entering Unmasked Estep 
Score: -10320751.000000 Penalty: 5611.337891
	Iteration 19Q: 3 clusters Score -1.032075e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 78635 members 
Entering Unmasked Estep 
Score: -10320783.000000 Penalty: 5611.337891
	Iteration 20F: 3 clusters Score -1.032078e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 78721 members 
Entering Unmasked Estep 
Score: -10320796.000000 Penalty: 5611.337891
	Iteration 21Q: 3 clusters Score -1.03208e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 78798 members 
Entering Unmasked Estep 
Score: -10320808.000000 Penalty: 5611.337891
	Iteration 22Q: 3 clusters Score -1.032081e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 78868 members 
Entering Unmasked Estep 
Score: -10320881.000000 Penalty: 5611.337891
	Iteration 23Q: 3 clusters Score -1.032088e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 78936 members 
Entering Unmasked Estep 
Score: -10320874.000000 Penalty: 5611.337891
	Iteration 24Q: 3 clusters Score -1.032087e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 78988 members 
Entering Unmasked Estep 
Score: -10320900.000000 Penalty: 5611.337891
	Iteration 25Q: 3 clusters Score -1.03209e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 79031 members 
Entering Unmasked Estep 
Score: -10320899.000000 Penalty: 5611.337891
	Iteration 26Q: 3 clusters Score -1.03209e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -10320888.000000 Penalty: 5611.337891
	Iteration 27Q: 3 clusters Score -1.032089e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 79092 members 
Entering Unmasked Estep 
Score: -10320888.000000 Penalty: 5611.337891
	Iteration 28Q: 3 clusters Score -1.032089e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 79115 members 
Entering Unmasked Estep 
Score: -10320902.000000 Penalty: 5611.337891
	Iteration 29Q: 3 clusters Score -1.03209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -10320885.000000 Penalty: 5611.337891
	Iteration 30Q: 3 clusters Score -1.032088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 79134 members 
Entering Unmasked Estep 
Score: -10320889.000000 Penalty: 5611.337891
	Iteration 31Q: 3 clusters Score -1.032089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 79135 members 
Entering Unmasked Estep 
Score: -10320890.000000 Penalty: 5611.337891
	Iteration 32Q: 3 clusters Score -1.032089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 79141 members 
Entering Unmasked Estep 
Score: -10320904.000000 Penalty: 5611.337891
	Iteration 33Q: 3 clusters Score -1.03209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 79146 members 
Entering Unmasked Estep 
Score: -10320913.000000 Penalty: 5611.337891
	Iteration 34Q: 3 clusters Score -1.032091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 79152 members 
Entering Unmasked Estep 
Score: -10320901.000000 Penalty: 5611.337891
	Iteration 35Q: 3 clusters Score -1.03209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -10320906.000000 Penalty: 5611.337891
	Iteration 36Q: 3 clusters Score -1.032091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -10320912.000000 Penalty: 5611.337891
	Iteration 37Q: 3 clusters Score -1.032091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -10320916.000000 Penalty: 5611.337891
	Iteration 38Q: 3 clusters Score -1.032092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 79153 members 
Entering Unmasked Estep 
Score: -10320916.000000 Penalty: 5611.337891
	Iteration 39Q: 3 clusters Score -1.032092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 79153 members 
Entering Unmasked Estep 
Score: -10320916.000000 Penalty: 5611.337891
	Iteration 40F: 3 clusters Score -1.032092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Entering Unmasked Estep 
Score: -1890737.250000 Penalty: 2393.043457
	Iteration 0F: 2 clusters Score -1890737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1879536.875000 Penalty: 4786.086914
	Iteration 0F: 3 clusters Score -1879537 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1883188.625000 Penalty: 4786.086914
	Iteration 1F: 3 clusters Score -1883189 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1883629.875000 Penalty: 4786.086914
	Iteration 2F: 3 clusters Score -1883630 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1883992.500000 Penalty: 4786.086914
	Iteration 3F: 3 clusters Score -1883992 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1884324.875000 Penalty: 4786.086914
	Iteration 4Q: 3 clusters Score -1884325 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1884670.000000 Penalty: 4786.086914
	Iteration 5Q: 3 clusters Score -1884670 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1885041.250000 Penalty: 4786.086914
	Iteration 6Q: 3 clusters Score -1885041 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1885426.875000 Penalty: 4786.086914
	Iteration 7Q: 3 clusters Score -1885427 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1885832.000000 Penalty: 4786.086914
	Iteration 8Q: 3 clusters Score -1885832 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1886292.625000 Penalty: 4786.086914
	Iteration 9Q: 3 clusters Score -1886293 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1886734.000000 Penalty: 4786.086914
	Iteration 10Q: 3 clusters Score -1886734 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1887096.750000 Penalty: 4786.086914
	Iteration 11Q: 3 clusters Score -1887097 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1887342.625000 Penalty: 4786.086914
	Iteration 12Q: 3 clusters Score -1887343 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1887521.000000 Penalty: 4786.086914
	Iteration 13Q: 3 clusters Score -1887521 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1887644.250000 Penalty: 4786.086914
	Iteration 14Q: 3 clusters Score -1887644 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1887728.625000 Penalty: 4786.086914
	Iteration 15Q: 3 clusters Score -1887729 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1887794.250000 Penalty: 4786.086914
	Iteration 16Q: 3 clusters Score -1887794 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1887845.000000 Penalty: 4786.086914
	Iteration 17Q: 3 clusters Score -1887845 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1887901.750000 Penalty: 4786.086914
	Iteration 18Q: 3 clusters Score -1887902 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1887948.000000 Penalty: 4786.086914
	Iteration 19Q: 3 clusters Score -1887948 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1887986.875000 Penalty: 4786.086914
	Iteration 20F: 3 clusters Score -1887987 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1888022.125000 Penalty: 4786.086914
	Iteration 21Q: 3 clusters Score -1888022 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1888047.625000 Penalty: 4786.086914
	Iteration 22Q: 3 clusters Score -1888048 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1888079.000000 Penalty: 4786.086914
	Iteration 23Q: 3 clusters Score -1888079 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1888105.625000 Penalty: 4786.086914
	Iteration 24Q: 3 clusters Score -1888106 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1888135.500000 Penalty: 4786.086914
	Iteration 25Q: 3 clusters Score -1888136 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1888159.125000 Penalty: 4786.086914
	Iteration 26Q: 3 clusters Score -1888159 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1888194.750000 Penalty: 4786.086914
	Iteration 27Q: 3 clusters Score -1888195 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1888225.875000 Penalty: 4786.086914
	Iteration 28Q: 3 clusters Score -1888226 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1888245.500000 Penalty: 4786.086914
	Iteration 29Q: 3 clusters Score -1888246 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1888255.875000 Penalty: 4786.086914
	Iteration 30Q: 3 clusters Score -1888256 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1888269.625000 Penalty: 4786.086914
	Iteration 31Q: 3 clusters Score -1888270 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1888280.375000 Penalty: 4786.086914
	Iteration 32Q: 3 clusters Score -1888280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1888300.250000 Penalty: 4786.086914
	Iteration 33Q: 3 clusters Score -1888300 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1888307.500000 Penalty: 4786.086914
	Iteration 34Q: 3 clusters Score -1888308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1888321.625000 Penalty: 4786.086914
	Iteration 35Q: 3 clusters Score -1888322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1888333.125000 Penalty: 4786.086914
	Iteration 36Q: 3 clusters Score -1888333 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1888343.250000 Penalty: 4786.086914
	Iteration 37Q: 3 clusters Score -1888343 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1888352.125000 Penalty: 4786.086914
	Iteration 38Q: 3 clusters Score -1888352 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1888361.875000 Penalty: 4786.086914
	Iteration 39Q: 3 clusters Score -1888362 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1888367.375000 Penalty: 4786.086914
	Iteration 40F: 3 clusters Score -1888367 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1888374.125000 Penalty: 4786.086914
	Iteration 41Q: 3 clusters Score -1888374 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1888378.250000 Penalty: 4786.086914
	Iteration 42Q: 3 clusters Score -1888378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1888387.875000 Penalty: 4786.086914
	Iteration 43Q: 3 clusters Score -1888388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1888395.500000 Penalty: 4786.086914
	Iteration 44Q: 3 clusters Score -1888396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1888403.000000 Penalty: 4786.086914
	Iteration 45Q: 3 clusters Score -1888403 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1888401.750000 Penalty: 4786.086914
	Iteration 46Q: 3 clusters Score -1888402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1888410.875000 Penalty: 4786.086914
	Iteration 47Q: 3 clusters Score -1888411 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1888417.500000 Penalty: 4786.086914
	Iteration 48Q: 3 clusters Score -1888418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1888428.625000 Penalty: 4786.086914
	Iteration 49Q: 3 clusters Score -1888429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1888433.625000 Penalty: 4786.086914
	Iteration 50Q: 3 clusters Score -1888434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1888439.875000 Penalty: 4786.086914
	Iteration 51Q: 3 clusters Score -1888440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1888437.500000 Penalty: 4786.086914
	Iteration 52Q: 3 clusters Score -1888438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1888444.875000 Penalty: 4786.086914
	Iteration 53Q: 3 clusters Score -1888445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1888448.375000 Penalty: 4786.086914
	Iteration 54Q: 3 clusters Score -1888448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1888459.375000 Penalty: 4786.086914
	Iteration 55Q: 3 clusters Score -1888459 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1888469.000000 Penalty: 4786.086914
	Iteration 56Q: 3 clusters Score -1888469 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1888473.750000 Penalty: 4786.086914
	Iteration 57Q: 3 clusters Score -1888474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1888480.625000 Penalty: 4786.086914
	Iteration 58Q: 3 clusters Score -1888481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1888481.500000 Penalty: 4786.086914
	Iteration 59Q: 3 clusters Score -1888482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1888485.875000 Penalty: 4786.086914
	Iteration 60F: 3 clusters Score -1888486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1888487.875000 Penalty: 4786.086914
	Iteration 61Q: 3 clusters Score -1888488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1888485.000000 Penalty: 4786.086914
	Iteration 62Q: 3 clusters Score -1888485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1888487.750000 Penalty: 4786.086914
	Iteration 63Q: 3 clusters Score -1888488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1888491.250000 Penalty: 4786.086914
	Iteration 64Q: 3 clusters Score -1888491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1888489.125000 Penalty: 4786.086914
	Iteration 65Q: 3 clusters Score -1888489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1888495.375000 Penalty: 4786.086914
	Iteration 66Q: 3 clusters Score -1888495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1888494.125000 Penalty: 4786.086914
	Iteration 67Q: 3 clusters Score -1888494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1888496.625000 Penalty: 4786.086914
	Iteration 68Q: 3 clusters Score -1888497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1888498.375000 Penalty: 4786.086914
	Iteration 69Q: 3 clusters Score -1888498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1888500.375000 Penalty: 4786.086914
	Iteration 70Q: 3 clusters Score -1888500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1888501.875000 Penalty: 4786.086914
	Iteration 71Q: 3 clusters Score -1888502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1888498.375000 Penalty: 4786.086914
	Iteration 72Q: 3 clusters Score -1888498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1888499.875000 Penalty: 4786.086914
	Iteration 73Q: 3 clusters Score -1888500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1888500.125000 Penalty: 4786.086914
	Iteration 74Q: 3 clusters Score -1888500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1888502.125000 Penalty: 4786.086914
	Iteration 75Q: 3 clusters Score -1888502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1888502.125000 Penalty: 4786.086914
	Iteration 76Q: 3 clusters Score -1888502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1888501.125000 Penalty: 4786.086914
	Iteration 77Q: 3 clusters Score -1888501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1888500.375000 Penalty: 4786.086914
	Iteration 78Q: 3 clusters Score -1888500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1888501.500000 Penalty: 4786.086914
	Iteration 79Q: 3 clusters Score -1888502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1888501.500000 Penalty: 4786.086914
	Iteration 80F: 3 clusters Score -1888502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -49009.296875 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -49009.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47551.542969 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -47551.54 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47688.027344 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -47688.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47739.101562 Penalty: 3006.482422
	Iteration 2Q: 3 clusters Score -47739.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47752.433594 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -47752.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47755.328125 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -47755.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47757.066406 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -47757.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47757.066406 Penalty: 3006.482422
	Iteration 6F: 3 clusters Score -47757.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Entering Unmasked Estep 
Score: -2836318.250000 Penalty: 2516.888672
	Iteration 0F: 2 clusters Score -2836318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2818656.000000 Penalty: 5033.777344
	Iteration 0F: 3 clusters Score -2818656 nChanged 11443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2824952.250000 Penalty: 5033.777344
	Iteration 1F: 3 clusters Score -2824952 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2825601.000000 Penalty: 5033.777344
	Iteration 2F: 3 clusters Score -2825601 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2826218.500000 Penalty: 5033.777344
	Iteration 3F: 3 clusters Score -2826218 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2826871.750000 Penalty: 5033.777344
	Iteration 4F: 3 clusters Score -2826872 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2827511.000000 Penalty: 5033.777344
	Iteration 5F: 3 clusters Score -2827511 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2828181.750000 Penalty: 5033.777344
	Iteration 6F: 3 clusters Score -2828182 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2828777.750000 Penalty: 5033.777344
	Iteration 7F: 3 clusters Score -2828778 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2829220.500000 Penalty: 5033.777344
	Iteration 8Q: 3 clusters Score -2829220 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2829609.500000 Penalty: 5033.777344
	Iteration 9Q: 3 clusters Score -2829610 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2829970.250000 Penalty: 5033.777344
	Iteration 10Q: 3 clusters Score -2829970 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2830322.750000 Penalty: 5033.777344
	Iteration 11Q: 3 clusters Score -2830323 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2830715.000000 Penalty: 5033.777344
	Iteration 12Q: 3 clusters Score -2830715 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2831117.000000 Penalty: 5033.777344
	Iteration 13Q: 3 clusters Score -2831117 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2831559.000000 Penalty: 5033.777344
	Iteration 14Q: 3 clusters Score -2831559 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2832038.250000 Penalty: 5033.777344
	Iteration 15Q: 3 clusters Score -2832038 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2832492.750000 Penalty: 5033.777344
	Iteration 16Q: 3 clusters Score -2832493 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2832947.250000 Penalty: 5033.777344
	Iteration 17Q: 3 clusters Score -2832947 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2833339.750000 Penalty: 5033.777344
	Iteration 18Q: 3 clusters Score -2833340 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2833692.750000 Penalty: 5033.777344
	Iteration 19Q: 3 clusters Score -2833693 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2834012.250000 Penalty: 5033.777344
	Iteration 20F: 3 clusters Score -2834012 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2834260.250000 Penalty: 5033.777344
	Iteration 21Q: 3 clusters Score -2834260 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2834433.000000 Penalty: 5033.777344
	Iteration 22Q: 3 clusters Score -2834433 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2834557.250000 Penalty: 5033.777344
	Iteration 23Q: 3 clusters Score -2834557 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2834666.250000 Penalty: 5033.777344
	Iteration 24Q: 3 clusters Score -2834666 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2834742.000000 Penalty: 5033.777344
	Iteration 25Q: 3 clusters Score -2834742 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2834805.500000 Penalty: 5033.777344
	Iteration 26Q: 3 clusters Score -2834806 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2834868.000000 Penalty: 5033.777344
	Iteration 27Q: 3 clusters Score -2834868 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2834923.250000 Penalty: 5033.777344
	Iteration 28Q: 3 clusters Score -2834923 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2834966.000000 Penalty: 5033.777344
	Iteration 29Q: 3 clusters Score -2834966 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2834987.500000 Penalty: 5033.777344
	Iteration 30Q: 3 clusters Score -2834988 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2835003.750000 Penalty: 5033.777344
	Iteration 31Q: 3 clusters Score -2835004 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2835021.500000 Penalty: 5033.777344
	Iteration 32Q: 3 clusters Score -2835022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2835028.250000 Penalty: 5033.777344
	Iteration 33Q: 3 clusters Score -2835028 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2835041.250000 Penalty: 5033.777344
	Iteration 34Q: 3 clusters Score -2835041 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2835054.500000 Penalty: 5033.777344
	Iteration 35Q: 3 clusters Score -2835054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2835062.500000 Penalty: 5033.777344
	Iteration 36Q: 3 clusters Score -2835062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2835071.000000 Penalty: 5033.777344
	Iteration 37Q: 3 clusters Score -2835071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2835075.250000 Penalty: 5033.777344
	Iteration 38Q: 3 clusters Score -2835075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2835062.750000 Penalty: 5033.777344
	Iteration 39Q: 3 clusters Score -2835063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2835065.000000 Penalty: 5033.777344
	Iteration 40F: 3 clusters Score -2835065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2835069.750000 Penalty: 5033.777344
	Iteration 41Q: 3 clusters Score -2835070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2835075.750000 Penalty: 5033.777344
	Iteration 42Q: 3 clusters Score -2835076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2835085.500000 Penalty: 5033.777344
	Iteration 43Q: 3 clusters Score -2835086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2835095.250000 Penalty: 5033.777344
	Iteration 44Q: 3 clusters Score -2835095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2835091.000000 Penalty: 5033.777344
	Iteration 45Q: 3 clusters Score -2835091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2835092.250000 Penalty: 5033.777344
	Iteration 46Q: 3 clusters Score -2835092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2835096.000000 Penalty: 5033.777344
	Iteration 47Q: 3 clusters Score -2835096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2835095.750000 Penalty: 5033.777344
	Iteration 48Q: 3 clusters Score -2835096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2835097.750000 Penalty: 5033.777344
	Iteration 49Q: 3 clusters Score -2835098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2835103.750000 Penalty: 5033.777344
	Iteration 50Q: 3 clusters Score -2835104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2835106.250000 Penalty: 5033.777344
	Iteration 51Q: 3 clusters Score -2835106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2835106.750000 Penalty: 5033.777344
	Iteration 52Q: 3 clusters Score -2835107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2835111.000000 Penalty: 5033.777344
	Iteration 53Q: 3 clusters Score -2835111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2835115.250000 Penalty: 5033.777344
	Iteration 54Q: 3 clusters Score -2835115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2835122.000000 Penalty: 5033.777344
	Iteration 55Q: 3 clusters Score -2835122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2835118.000000 Penalty: 5033.777344
	Iteration 56Q: 3 clusters Score -2835118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2835125.750000 Penalty: 5033.777344
	Iteration 57Q: 3 clusters Score -2835126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2835129.250000 Penalty: 5033.777344
	Iteration 58Q: 3 clusters Score -2835129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2835130.750000 Penalty: 5033.777344
	Iteration 59Q: 3 clusters Score -2835131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2835133.250000 Penalty: 5033.777344
	Iteration 60F: 3 clusters Score -2835133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2835136.000000 Penalty: 5033.777344
	Iteration 61Q: 3 clusters Score -2835136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2835134.500000 Penalty: 5033.777344
	Iteration 62Q: 3 clusters Score -2835134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2835133.250000 Penalty: 5033.777344
	Iteration 63Q: 3 clusters Score -2835133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2835131.000000 Penalty: 5033.777344
	Iteration 64Q: 3 clusters Score -2835131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2835129.500000 Penalty: 5033.777344
	Iteration 65Q: 3 clusters Score -2835130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2835129.250000 Penalty: 5033.777344
	Iteration 66Q: 3 clusters Score -2835129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2835130.000000 Penalty: 5033.777344
	Iteration 67Q: 3 clusters Score -2835130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2835130.000000 Penalty: 5033.777344
	Iteration 68F: 3 clusters Score -2835130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Entering Unmasked Estep 
Score: -2146654.250000 Penalty: 2417.519287
	Iteration 0F: 2 clusters Score -2146654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2134422.750000 Penalty: 4835.038574
	Iteration 0F: 3 clusters Score -2134423 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2138392.000000 Penalty: 4835.038574
	Iteration 1F: 3 clusters Score -2138392 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2138737.500000 Penalty: 4835.038574
	Iteration 2F: 3 clusters Score -2138738 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2139017.750000 Penalty: 4835.038574
	Iteration 3Q: 3 clusters Score -2139018 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2139231.000000 Penalty: 4835.038574
	Iteration 4Q: 3 clusters Score -2139231 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2139456.000000 Penalty: 4835.038574
	Iteration 5Q: 3 clusters Score -2139456 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2139666.750000 Penalty: 4835.038574
	Iteration 6Q: 3 clusters Score -2139667 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2139901.750000 Penalty: 4835.038574
	Iteration 7Q: 3 clusters Score -2139902 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2140208.250000 Penalty: 4835.038574
	Iteration 8Q: 3 clusters Score -2140208 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2140573.500000 Penalty: 4835.038574
	Iteration 9Q: 3 clusters Score -2140574 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2141093.250000 Penalty: 4835.038574
	Iteration 10Q: 3 clusters Score -2141093 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2141719.750000 Penalty: 4835.038574
	Iteration 11F: 3 clusters Score -2141720 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2142338.000000 Penalty: 4835.038574
	Iteration 12Q: 3 clusters Score -2142338 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2142944.750000 Penalty: 4835.038574
	Iteration 13Q: 3 clusters Score -2142945 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2143434.000000 Penalty: 4835.038574
	Iteration 14Q: 3 clusters Score -2143434 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2143838.750000 Penalty: 4835.038574
	Iteration 15Q: 3 clusters Score -2143839 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2144089.750000 Penalty: 4835.038574
	Iteration 16Q: 3 clusters Score -2144090 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2144256.000000 Penalty: 4835.038574
	Iteration 17Q: 3 clusters Score -2144256 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2144347.500000 Penalty: 4835.038574
	Iteration 18Q: 3 clusters Score -2144348 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2144410.000000 Penalty: 4835.038574
	Iteration 19Q: 3 clusters Score -2144410 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2144451.750000 Penalty: 4835.038574
	Iteration 20F: 3 clusters Score -2144452 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2144490.750000 Penalty: 4835.038574
	Iteration 21Q: 3 clusters Score -2144491 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2144519.250000 Penalty: 4835.038574
	Iteration 22Q: 3 clusters Score -2144519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2144534.250000 Penalty: 4835.038574
	Iteration 23Q: 3 clusters Score -2144534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2144546.250000 Penalty: 4835.038574
	Iteration 24Q: 3 clusters Score -2144546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2144554.750000 Penalty: 4835.038574
	Iteration 25Q: 3 clusters Score -2144555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2144561.000000 Penalty: 4835.038574
	Iteration 26Q: 3 clusters Score -2144561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2144565.500000 Penalty: 4835.038574
	Iteration 27Q: 3 clusters Score -2144566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2144568.750000 Penalty: 4835.038574
	Iteration 28Q: 3 clusters Score -2144569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2144571.000000 Penalty: 4835.038574
	Iteration 29Q: 3 clusters Score -2144571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2144572.500000 Penalty: 4835.038574
	Iteration 30Q: 3 clusters Score -2144572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2144572.750000 Penalty: 4835.038574
	Iteration 31Q: 3 clusters Score -2144573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2144574.500000 Penalty: 4835.038574
	Iteration 32Q: 3 clusters Score -2144574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2144574.750000 Penalty: 4835.038574
	Iteration 33Q: 3 clusters Score -2144575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2144574.750000 Penalty: 4835.038574
	Iteration 34F: 3 clusters Score -2144575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (292382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292382 members 
Entering Unmasked Estep 
Score: -36265344.000000 Penalty: 3121.282471
	Iteration 0F: 2 clusters Score -3.626534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146218 members 
Mstep: Class 2 contains 146164 members 
Entering Unmasked Estep 
Score: -36079000.000000 Penalty: 6242.564941
	Iteration 0F: 3 clusters Score -3.6079e+07 nChanged 141720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148526 members 
Mstep: Class 2 contains 143856 members 
Entering Unmasked Estep 
Score: -36164024.000000 Penalty: 6242.564941
	Iteration 1F: 3 clusters Score -3.616402e+07 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149972 members 
Mstep: Class 2 contains 142410 members 
Entering Unmasked Estep 
Score: -36165588.000000 Penalty: 6242.564941
	Iteration 2Q: 3 clusters Score -3.616559e+07 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152347 members 
Mstep: Class 2 contains 140035 members 
Entering Unmasked Estep 
Score: -36168484.000000 Penalty: 6242.564941
	Iteration 3Q: 3 clusters Score -3.616848e+07 nChanged 11561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156324 members 
Mstep: Class 2 contains 136058 members 
Entering Unmasked Estep 
Score: -36172844.000000 Penalty: 6242.564941
	Iteration 4Q: 3 clusters Score -3.617284e+07 nChanged 14919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162493 members 
Mstep: Class 2 contains 129889 members 
Entering Unmasked Estep 
Score: -36180672.000000 Penalty: 6242.564941
	Iteration 5F: 3 clusters Score -3.618067e+07 nChanged 18614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170971 members 
Mstep: Class 2 contains 121411 members 
Entering Unmasked Estep 
Score: -36194004.000000 Penalty: 6242.564941
	Iteration 6F: 3 clusters Score -3.6194e+07 nChanged 21857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180932 members 
Mstep: Class 2 contains 111450 members 
Entering Unmasked Estep 
Score: -36213236.000000 Penalty: 6242.564941
	Iteration 7F: 3 clusters Score -3.621324e+07 nChanged 21507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189183 members 
Mstep: Class 2 contains 103199 members 
Entering Unmasked Estep 
Score: -36231920.000000 Penalty: 6242.564941
	Iteration 8F: 3 clusters Score -3.623192e+07 nChanged 16332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194177 members 
Mstep: Class 2 contains 98205 members 
Entering Unmasked Estep 
Score: -36241316.000000 Penalty: 6242.564941
	Iteration 9F: 3 clusters Score -3.624132e+07 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197554 members 
Mstep: Class 2 contains 94828 members 
Entering Unmasked Estep 
Score: -36245284.000000 Penalty: 6242.564941
	Iteration 10Q: 3 clusters Score -3.624528e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200427 members 
Mstep: Class 2 contains 91955 members 
Entering Unmasked Estep 
Score: -36248112.000000 Penalty: 6242.564941
	Iteration 11Q: 3 clusters Score -3.624811e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203011 members 
Mstep: Class 2 contains 89371 members 
Entering Unmasked Estep 
Score: -36250160.000000 Penalty: 6242.564941
	Iteration 12Q: 3 clusters Score -3.625016e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205323 members 
Mstep: Class 2 contains 87059 members 
Entering Unmasked Estep 
Score: -36252384.000000 Penalty: 6242.564941
	Iteration 13Q: 3 clusters Score -3.625238e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207454 members 
Mstep: Class 2 contains 84928 members 
Entering Unmasked Estep 
Score: -36254032.000000 Penalty: 6242.564941
	Iteration 14Q: 3 clusters Score -3.625403e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209458 members 
Mstep: Class 2 contains 82924 members 
Entering Unmasked Estep 
Score: -36255272.000000 Penalty: 6242.564941
	Iteration 15Q: 3 clusters Score -3.625527e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211308 members 
Mstep: Class 2 contains 81074 members 
Entering Unmasked Estep 
Score: -36256100.000000 Penalty: 6242.564941
	Iteration 16Q: 3 clusters Score -3.62561e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213082 members 
Mstep: Class 2 contains 79300 members 
Entering Unmasked Estep 
Score: -36256828.000000 Penalty: 6242.564941
	Iteration 17Q: 3 clusters Score -3.625683e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214808 members 
Mstep: Class 2 contains 77574 members 
Entering Unmasked Estep 
Score: -36257460.000000 Penalty: 6242.564941
	Iteration 18Q: 3 clusters Score -3.625746e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216527 members 
Mstep: Class 2 contains 75855 members 
Entering Unmasked Estep 
Score: -36258116.000000 Penalty: 6242.564941
	Iteration 19Q: 3 clusters Score -3.625812e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218301 members 
Mstep: Class 2 contains 74081 members 
Entering Unmasked Estep 
Score: -36258532.000000 Penalty: 6242.564941
	Iteration 20F: 3 clusters Score -3.625853e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220109 members 
Mstep: Class 2 contains 72273 members 
Entering Unmasked Estep 
Score: -36259000.000000 Penalty: 6242.564941
	Iteration 21Q: 3 clusters Score -3.6259e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221930 members 
Mstep: Class 2 contains 70452 members 
Entering Unmasked Estep 
Score: -36259092.000000 Penalty: 6242.564941
	Iteration 22Q: 3 clusters Score -3.625909e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223771 members 
Mstep: Class 2 contains 68611 members 
Entering Unmasked Estep 
Score: -36259380.000000 Penalty: 6242.564941
	Iteration 23Q: 3 clusters Score -3.625938e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225660 members 
Mstep: Class 2 contains 66722 members 
Entering Unmasked Estep 
Score: -36259576.000000 Penalty: 6242.564941
	Iteration 24Q: 3 clusters Score -3.625958e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227600 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -36260032.000000 Penalty: 6242.564941
	Iteration 25Q: 3 clusters Score -3.626003e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229567 members 
Mstep: Class 2 contains 62815 members 
Entering Unmasked Estep 
Score: -36260352.000000 Penalty: 6242.564941
	Iteration 26Q: 3 clusters Score -3.626035e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231605 members 
Mstep: Class 2 contains 60777 members 
Entering Unmasked Estep 
Score: -36260644.000000 Penalty: 6242.564941
	Iteration 27Q: 3 clusters Score -3.626064e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233719 members 
Mstep: Class 2 contains 58663 members 
Entering Unmasked Estep 
Score: -36260808.000000 Penalty: 6242.564941
	Iteration 28Q: 3 clusters Score -3.626081e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235809 members 
Mstep: Class 2 contains 56573 members 
Entering Unmasked Estep 
Score: -36261132.000000 Penalty: 6242.564941
	Iteration 29Q: 3 clusters Score -3.626113e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237911 members 
Mstep: Class 2 contains 54471 members 
Entering Unmasked Estep 
Score: -36261432.000000 Penalty: 6242.564941
	Iteration 30Q: 3 clusters Score -3.626143e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240007 members 
Mstep: Class 2 contains 52375 members 
Entering Unmasked Estep 
Score: -36261688.000000 Penalty: 6242.564941
	Iteration 31Q: 3 clusters Score -3.626169e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242391 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -36261892.000000 Penalty: 6242.564941
	Iteration 32Q: 3 clusters Score -3.626189e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245034 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -36262100.000000 Penalty: 6242.564941
	Iteration 33Q: 3 clusters Score -3.62621e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247871 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -36262328.000000 Penalty: 6242.564941
	Iteration 34Q: 3 clusters Score -3.626233e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250877 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -36262488.000000 Penalty: 6242.564941
	Iteration 35Q: 3 clusters Score -3.626249e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254120 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -36262896.000000 Penalty: 6242.564941
	Iteration 36Q: 3 clusters Score -3.62629e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257519 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -36263168.000000 Penalty: 6242.564941
	Iteration 37Q: 3 clusters Score -3.626317e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261011 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -36263500.000000 Penalty: 6242.564941
	Iteration 38Q: 3 clusters Score -3.62635e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264293 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -36263816.000000 Penalty: 6242.564941
	Iteration 39Q: 3 clusters Score -3.626382e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267473 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -36263796.000000 Penalty: 6242.564941
	Iteration 40F: 3 clusters Score -3.62638e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270433 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -36263872.000000 Penalty: 6242.564941
	Iteration 41Q: 3 clusters Score -3.626387e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273077 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -36264048.000000 Penalty: 6242.564941
	Iteration 42Q: 3 clusters Score -3.626405e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275529 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -36264092.000000 Penalty: 6242.564941
	Iteration 43Q: 3 clusters Score -3.626409e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277710 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -36264224.000000 Penalty: 6242.564941
	Iteration 44Q: 3 clusters Score -3.626422e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279590 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -36264376.000000 Penalty: 6242.564941
	Iteration 45Q: 3 clusters Score -3.626438e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281157 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -36264584.000000 Penalty: 6242.564941
	Iteration 46Q: 3 clusters Score -3.626458e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282502 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -36264572.000000 Penalty: 6242.564941
	Iteration 47Q: 3 clusters Score -3.626457e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283631 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -36264516.000000 Penalty: 6242.564941
	Iteration 48Q: 3 clusters Score -3.626452e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284587 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -36264352.000000 Penalty: 6242.564941
	Iteration 49Q: 3 clusters Score -3.626435e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285360 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -36264496.000000 Penalty: 6242.564941
	Iteration 50Q: 3 clusters Score -3.62645e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286046 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -36264448.000000 Penalty: 6242.564941
	Iteration 51Q: 3 clusters Score -3.626445e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286675 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -36264440.000000 Penalty: 6242.564941
	Iteration 52Q: 3 clusters Score -3.626444e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287154 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -36264348.000000 Penalty: 6242.564941
	Iteration 53Q: 3 clusters Score -3.626435e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287587 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -36264264.000000 Penalty: 6242.564941
	Iteration 54Q: 3 clusters Score -3.626426e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287978 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -36264216.000000 Penalty: 6242.564941
	Iteration 55Q: 3 clusters Score -3.626422e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288309 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -36264240.000000 Penalty: 6242.564941
	Iteration 56Q: 3 clusters Score -3.626424e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288588 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -36264236.000000 Penalty: 6242.564941
	Iteration 57Q: 3 clusters Score -3.626424e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288821 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -36264212.000000 Penalty: 6242.564941
	Iteration 58Q: 3 clusters Score -3.626421e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289029 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -36264192.000000 Penalty: 6242.564941
	Iteration 59Q: 3 clusters Score -3.626419e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289190 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -36264204.000000 Penalty: 6242.564941
	Iteration 60F: 3 clusters Score -3.62642e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289315 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -36264248.000000 Penalty: 6242.564941
	Iteration 61Q: 3 clusters Score -3.626425e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289421 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -36264316.000000 Penalty: 6242.564941
	Iteration 62Q: 3 clusters Score -3.626432e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289510 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -36264280.000000 Penalty: 6242.564941
	Iteration 63Q: 3 clusters Score -3.626428e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289591 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -36264204.000000 Penalty: 6242.564941
	Iteration 64Q: 3 clusters Score -3.62642e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289661 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -36264088.000000 Penalty: 6242.564941
	Iteration 65Q: 3 clusters Score -3.626409e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289717 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -36264108.000000 Penalty: 6242.564941
	Iteration 66Q: 3 clusters Score -3.626411e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289759 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -36264092.000000 Penalty: 6242.564941
	Iteration 67Q: 3 clusters Score -3.626409e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289798 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -36264096.000000 Penalty: 6242.564941
	Iteration 68Q: 3 clusters Score -3.62641e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289827 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -36264092.000000 Penalty: 6242.564941
	Iteration 69Q: 3 clusters Score -3.626409e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289860 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -36264100.000000 Penalty: 6242.564941
	Iteration 70Q: 3 clusters Score -3.62641e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289896 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -36264080.000000 Penalty: 6242.564941
	Iteration 71Q: 3 clusters Score -3.626408e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289926 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -36264064.000000 Penalty: 6242.564941
	Iteration 72Q: 3 clusters Score -3.626406e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289955 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -36264072.000000 Penalty: 6242.564941
	Iteration 73Q: 3 clusters Score -3.626407e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289977 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -36264056.000000 Penalty: 6242.564941
	Iteration 74Q: 3 clusters Score -3.626406e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290003 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -36264012.000000 Penalty: 6242.564941
	Iteration 75Q: 3 clusters Score -3.626401e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290033 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -36264036.000000 Penalty: 6242.564941
	Iteration 76Q: 3 clusters Score -3.626404e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290057 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -36263992.000000 Penalty: 6242.564941
	Iteration 77Q: 3 clusters Score -3.626399e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290083 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -36263996.000000 Penalty: 6242.564941
	Iteration 78Q: 3 clusters Score -3.6264e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290111 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -36264016.000000 Penalty: 6242.564941
	Iteration 79Q: 3 clusters Score -3.626402e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290139 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -36264000.000000 Penalty: 6242.564941
	Iteration 80F: 3 clusters Score -3.6264e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290157 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -36263988.000000 Penalty: 6242.564941
	Iteration 81Q: 3 clusters Score -3.626399e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290180 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -36263984.000000 Penalty: 6242.564941
	Iteration 82Q: 3 clusters Score -3.626398e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290203 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -36263972.000000 Penalty: 6242.564941
	Iteration 83Q: 3 clusters Score -3.626397e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290228 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -36264000.000000 Penalty: 6242.564941
	Iteration 84Q: 3 clusters Score -3.6264e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290248 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -36263992.000000 Penalty: 6242.564941
	Iteration 85Q: 3 clusters Score -3.626399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290267 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -36263976.000000 Penalty: 6242.564941
	Iteration 86Q: 3 clusters Score -3.626398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290276 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -36263944.000000 Penalty: 6242.564941
	Iteration 87Q: 3 clusters Score -3.626394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290288 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -36263956.000000 Penalty: 6242.564941
	Iteration 88Q: 3 clusters Score -3.626396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290296 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -36263948.000000 Penalty: 6242.564941
	Iteration 89Q: 3 clusters Score -3.626395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290302 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -36263940.000000 Penalty: 6242.564941
	Iteration 90Q: 3 clusters Score -3.626394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290307 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -36263952.000000 Penalty: 6242.564941
	Iteration 91Q: 3 clusters Score -3.626395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290310 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -36263968.000000 Penalty: 6242.564941
	Iteration 92Q: 3 clusters Score -3.626397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290312 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -36263960.000000 Penalty: 6242.564941
	Iteration 93Q: 3 clusters Score -3.626396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290312 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -36263960.000000 Penalty: 6242.564941
	Iteration 94F: 3 clusters Score -3.626396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Entering Unmasked Estep 
Score: -294764.093750 Penalty: 1961.371216
	Iteration 0F: 2 clusters Score -294764.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -291682.125000 Penalty: 3922.742432
	Iteration 0F: 3 clusters Score -291682.1 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -292273.187500 Penalty: 3922.742432
	Iteration 1F: 3 clusters Score -292273.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -292440.843750 Penalty: 3922.742432
	Iteration 2F: 3 clusters Score -292440.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -292549.000000 Penalty: 3922.742432
	Iteration 3Q: 3 clusters Score -292549 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -292616.937500 Penalty: 3922.742432
	Iteration 4Q: 3 clusters Score -292616.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -292650.437500 Penalty: 3922.742432
	Iteration 5Q: 3 clusters Score -292650.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -292675.218750 Penalty: 3922.742432
	Iteration 6Q: 3 clusters Score -292675.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -292693.656250 Penalty: 3922.742432
	Iteration 7Q: 3 clusters Score -292693.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -292718.500000 Penalty: 3922.742432
	Iteration 8Q: 3 clusters Score -292718.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -292740.375000 Penalty: 3922.742432
	Iteration 9Q: 3 clusters Score -292740.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -292760.531250 Penalty: 3922.742432
	Iteration 10Q: 3 clusters Score -292760.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -292774.531250 Penalty: 3922.742432
	Iteration 11Q: 3 clusters Score -292774.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -292786.656250 Penalty: 3922.742432
	Iteration 12Q: 3 clusters Score -292786.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -292799.625000 Penalty: 3922.742432
	Iteration 13Q: 3 clusters Score -292799.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -292811.875000 Penalty: 3922.742432
	Iteration 14Q: 3 clusters Score -292811.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -292826.187500 Penalty: 3922.742432
	Iteration 15Q: 3 clusters Score -292826.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -292840.750000 Penalty: 3922.742432
	Iteration 16Q: 3 clusters Score -292840.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -292854.875000 Penalty: 3922.742432
	Iteration 17Q: 3 clusters Score -292854.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -292870.343750 Penalty: 3922.742432
	Iteration 18Q: 3 clusters Score -292870.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -292885.031250 Penalty: 3922.742432
	Iteration 19Q: 3 clusters Score -292885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -292895.000000 Penalty: 3922.742432
	Iteration 20F: 3 clusters Score -292895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -292904.031250 Penalty: 3922.742432
	Iteration 21Q: 3 clusters Score -292904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -292913.250000 Penalty: 3922.742432
	Iteration 22Q: 3 clusters Score -292913.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -292922.843750 Penalty: 3922.742432
	Iteration 23Q: 3 clusters Score -292922.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -292931.937500 Penalty: 3922.742432
	Iteration 24Q: 3 clusters Score -292931.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -292944.750000 Penalty: 3922.742432
	Iteration 25Q: 3 clusters Score -292944.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -292958.156250 Penalty: 3922.742432
	Iteration 26Q: 3 clusters Score -292958.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -292970.781250 Penalty: 3922.742432
	Iteration 27Q: 3 clusters Score -292970.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -292980.125000 Penalty: 3922.742432
	Iteration 28Q: 3 clusters Score -292980.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -292994.375000 Penalty: 3922.742432
	Iteration 29Q: 3 clusters Score -292994.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -293013.156250 Penalty: 3922.742432
	Iteration 30Q: 3 clusters Score -293013.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -293026.625000 Penalty: 3922.742432
	Iteration 31Q: 3 clusters Score -293026.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -293038.687500 Penalty: 3922.742432
	Iteration 32Q: 3 clusters Score -293038.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -293051.968750 Penalty: 3922.742432
	Iteration 33Q: 3 clusters Score -293052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -293065.281250 Penalty: 3922.742432
	Iteration 34Q: 3 clusters Score -293065.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -293077.125000 Penalty: 3922.742432
	Iteration 35Q: 3 clusters Score -293077.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -293083.406250 Penalty: 3922.742432
	Iteration 36Q: 3 clusters Score -293083.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -293090.687500 Penalty: 3922.742432
	Iteration 37Q: 3 clusters Score -293090.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -293095.937500 Penalty: 3922.742432
	Iteration 38Q: 3 clusters Score -293095.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -293100.875000 Penalty: 3922.742432
	Iteration 39Q: 3 clusters Score -293100.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -293106.468750 Penalty: 3922.742432
	Iteration 40F: 3 clusters Score -293106.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -293114.656250 Penalty: 3922.742432
	Iteration 41Q: 3 clusters Score -293114.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -293121.312500 Penalty: 3922.742432
	Iteration 42Q: 3 clusters Score -293121.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -293123.437500 Penalty: 3922.742432
	Iteration 43Q: 3 clusters Score -293123.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -293127.000000 Penalty: 3922.742432
	Iteration 44Q: 3 clusters Score -293127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -293132.750000 Penalty: 3922.742432
	Iteration 45Q: 3 clusters Score -293132.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -293137.156250 Penalty: 3922.742432
	Iteration 46Q: 3 clusters Score -293137.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -293144.906250 Penalty: 3922.742432
	Iteration 47Q: 3 clusters Score -293144.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -293157.562500 Penalty: 3922.742432
	Iteration 48Q: 3 clusters Score -293157.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -293172.531250 Penalty: 3922.742432
	Iteration 49Q: 3 clusters Score -293172.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -293183.687500 Penalty: 3922.742432
	Iteration 50Q: 3 clusters Score -293183.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -293195.312500 Penalty: 3922.742432
	Iteration 51Q: 3 clusters Score -293195.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -293203.531250 Penalty: 3922.742432
	Iteration 52Q: 3 clusters Score -293203.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -293206.437500 Penalty: 3922.742432
	Iteration 53Q: 3 clusters Score -293206.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -293213.031250 Penalty: 3922.742432
	Iteration 54Q: 3 clusters Score -293213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -293218.312500 Penalty: 3922.742432
	Iteration 55Q: 3 clusters Score -293218.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -293225.781250 Penalty: 3922.742432
	Iteration 56Q: 3 clusters Score -293225.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -293230.718750 Penalty: 3922.742432
	Iteration 57Q: 3 clusters Score -293230.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -293234.406250 Penalty: 3922.742432
	Iteration 58Q: 3 clusters Score -293234.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -293239.968750 Penalty: 3922.742432
	Iteration 59Q: 3 clusters Score -293240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -293244.093750 Penalty: 3922.742432
	Iteration 60F: 3 clusters Score -293244.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -293246.781250 Penalty: 3922.742432
	Iteration 61Q: 3 clusters Score -293246.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -293247.093750 Penalty: 3922.742432
	Iteration 62Q: 3 clusters Score -293247.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -293247.093750 Penalty: 3922.742432
	Iteration 63F: 3 clusters Score -293247.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Entering Unmasked Estep 
Score: -1014884.937500 Penalty: 2246.731689
	Iteration 0F: 2 clusters Score -1014885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1008064.375000 Penalty: 4493.463379
	Iteration 0F: 3 clusters Score -1008064 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1010193.375000 Penalty: 4493.463379
	Iteration 1F: 3 clusters Score -1010193 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1010899.125000 Penalty: 4493.463379
	Iteration 2F: 3 clusters Score -1010899 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1011472.687500 Penalty: 4493.463379
	Iteration 3F: 3 clusters Score -1011473 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1011954.375000 Penalty: 4493.463379
	Iteration 4F: 3 clusters Score -1011954 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1012357.750000 Penalty: 4493.463379
	Iteration 5F: 3 clusters Score -1012358 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1012672.750000 Penalty: 4493.463379
	Iteration 6F: 3 clusters Score -1012673 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1012920.375000 Penalty: 4493.463379
	Iteration 7Q: 3 clusters Score -1012920 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1013099.312500 Penalty: 4493.463379
	Iteration 8Q: 3 clusters Score -1013099 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1013217.375000 Penalty: 4493.463379
	Iteration 9Q: 3 clusters Score -1013217 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1013314.687500 Penalty: 4493.463379
	Iteration 10Q: 3 clusters Score -1013315 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1013396.312500 Penalty: 4493.463379
	Iteration 11Q: 3 clusters Score -1013396 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1013472.437500 Penalty: 4493.463379
	Iteration 12Q: 3 clusters Score -1013472 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1013549.687500 Penalty: 4493.463379
	Iteration 13Q: 3 clusters Score -1013550 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1013608.250000 Penalty: 4493.463379
	Iteration 14Q: 3 clusters Score -1013608 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1013667.687500 Penalty: 4493.463379
	Iteration 15Q: 3 clusters Score -1013668 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1013694.750000 Penalty: 4493.463379
	Iteration 16Q: 3 clusters Score -1013695 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1013720.125000 Penalty: 4493.463379
	Iteration 17Q: 3 clusters Score -1013720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1013743.937500 Penalty: 4493.463379
	Iteration 18Q: 3 clusters Score -1013744 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1013766.500000 Penalty: 4493.463379
	Iteration 19Q: 3 clusters Score -1013766 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1013790.000000 Penalty: 4493.463379
	Iteration 20F: 3 clusters Score -1013790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1013804.312500 Penalty: 4493.463379
	Iteration 21Q: 3 clusters Score -1013804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1013812.187500 Penalty: 4493.463379
	Iteration 22Q: 3 clusters Score -1013812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1013823.125000 Penalty: 4493.463379
	Iteration 23Q: 3 clusters Score -1013823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1013831.437500 Penalty: 4493.463379
	Iteration 24Q: 3 clusters Score -1013831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1013837.312500 Penalty: 4493.463379
	Iteration 25Q: 3 clusters Score -1013837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1013843.875000 Penalty: 4493.463379
	Iteration 26Q: 3 clusters Score -1013844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1013851.625000 Penalty: 4493.463379
	Iteration 27Q: 3 clusters Score -1013852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1013856.937500 Penalty: 4493.463379
	Iteration 28Q: 3 clusters Score -1013857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1013861.187500 Penalty: 4493.463379
	Iteration 29Q: 3 clusters Score -1013861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1013865.437500 Penalty: 4493.463379
	Iteration 30Q: 3 clusters Score -1013865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1013869.250000 Penalty: 4493.463379
	Iteration 31Q: 3 clusters Score -1013869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1013868.625000 Penalty: 4493.463379
	Iteration 32Q: 3 clusters Score -1013869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1013871.062500 Penalty: 4493.463379
	Iteration 33Q: 3 clusters Score -1013871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1013873.437500 Penalty: 4493.463379
	Iteration 34Q: 3 clusters Score -1013873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1013872.625000 Penalty: 4493.463379
	Iteration 35Q: 3 clusters Score -1013873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1013873.187500 Penalty: 4493.463379
	Iteration 36Q: 3 clusters Score -1013873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1013875.187500 Penalty: 4493.463379
	Iteration 37Q: 3 clusters Score -1013875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1013873.312500 Penalty: 4493.463379
	Iteration 38Q: 3 clusters Score -1013873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1013874.437500 Penalty: 4493.463379
	Iteration 39Q: 3 clusters Score -1013874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1013875.500000 Penalty: 4493.463379
	Iteration 40F: 3 clusters Score -1013876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Entering Unmasked Estep 
Score: -762924.500000 Penalty: 2171.070801
	Iteration 0F: 2 clusters Score -762924.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -757655.500000 Penalty: 4342.141602
	Iteration 0F: 3 clusters Score -757655.5 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -759126.625000 Penalty: 4342.141602
	Iteration 1F: 3 clusters Score -759126.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -759397.562500 Penalty: 4342.141602
	Iteration 2F: 3 clusters Score -759397.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -759590.875000 Penalty: 4342.141602
	Iteration 3F: 3 clusters Score -759590.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -759762.750000 Penalty: 4342.141602
	Iteration 4Q: 3 clusters Score -759762.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -759903.062500 Penalty: 4342.141602
	Iteration 5Q: 3 clusters Score -759903.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -760031.500000 Penalty: 4342.141602
	Iteration 6Q: 3 clusters Score -760031.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -760124.625000 Penalty: 4342.141602
	Iteration 7Q: 3 clusters Score -760124.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -760249.812500 Penalty: 4342.141602
	Iteration 8Q: 3 clusters Score -760249.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -760380.937500 Penalty: 4342.141602
	Iteration 9Q: 3 clusters Score -760380.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -760504.687500 Penalty: 4342.141602
	Iteration 10Q: 3 clusters Score -760504.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -760628.062500 Penalty: 4342.141602
	Iteration 11Q: 3 clusters Score -760628.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -760733.437500 Penalty: 4342.141602
	Iteration 12Q: 3 clusters Score -760733.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -760817.000000 Penalty: 4342.141602
	Iteration 13Q: 3 clusters Score -760817 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -760893.062500 Penalty: 4342.141602
	Iteration 14Q: 3 clusters Score -760893.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -760973.187500 Penalty: 4342.141602
	Iteration 15Q: 3 clusters Score -760973.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -761051.000000 Penalty: 4342.141602
	Iteration 16Q: 3 clusters Score -761051 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -761133.750000 Penalty: 4342.141602
	Iteration 17Q: 3 clusters Score -761133.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -761226.375000 Penalty: 4342.141602
	Iteration 18Q: 3 clusters Score -761226.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -761325.437500 Penalty: 4342.141602
	Iteration 19Q: 3 clusters Score -761325.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -761417.250000 Penalty: 4342.141602
	Iteration 20F: 3 clusters Score -761417.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -761476.937500 Penalty: 4342.141602
	Iteration 21Q: 3 clusters Score -761476.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -761522.875000 Penalty: 4342.141602
	Iteration 22Q: 3 clusters Score -761522.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -761557.062500 Penalty: 4342.141602
	Iteration 23Q: 3 clusters Score -761557.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -761597.000000 Penalty: 4342.141602
	Iteration 24Q: 3 clusters Score -761597 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -761629.312500 Penalty: 4342.141602
	Iteration 25Q: 3 clusters Score -761629.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -761662.000000 Penalty: 4342.141602
	Iteration 26Q: 3 clusters Score -761662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -761691.250000 Penalty: 4342.141602
	Iteration 27Q: 3 clusters Score -761691.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -761711.250000 Penalty: 4342.141602
	Iteration 28Q: 3 clusters Score -761711.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -761724.000000 Penalty: 4342.141602
	Iteration 29Q: 3 clusters Score -761724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -761734.250000 Penalty: 4342.141602
	Iteration 30Q: 3 clusters Score -761734.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -761740.562500 Penalty: 4342.141602
	Iteration 31Q: 3 clusters Score -761740.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -761747.062500 Penalty: 4342.141602
	Iteration 32Q: 3 clusters Score -761747.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -761754.750000 Penalty: 4342.141602
	Iteration 33Q: 3 clusters Score -761754.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -761765.250000 Penalty: 4342.141602
	Iteration 34Q: 3 clusters Score -761765.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -761774.375000 Penalty: 4342.141602
	Iteration 35Q: 3 clusters Score -761774.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -761790.187500 Penalty: 4342.141602
	Iteration 36Q: 3 clusters Score -761790.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -761805.312500 Penalty: 4342.141602
	Iteration 37Q: 3 clusters Score -761805.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -761822.562500 Penalty: 4342.141602
	Iteration 38Q: 3 clusters Score -761822.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -761830.250000 Penalty: 4342.141602
	Iteration 39Q: 3 clusters Score -761830.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -761841.750000 Penalty: 4342.141602
	Iteration 40F: 3 clusters Score -761841.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -761853.562500 Penalty: 4342.141602
	Iteration 41Q: 3 clusters Score -761853.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -761869.562500 Penalty: 4342.141602
	Iteration 42Q: 3 clusters Score -761869.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -761882.812500 Penalty: 4342.141602
	Iteration 43Q: 3 clusters Score -761882.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -761891.437500 Penalty: 4342.141602
	Iteration 44Q: 3 clusters Score -761891.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -761896.187500 Penalty: 4342.141602
	Iteration 45Q: 3 clusters Score -761896.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -761902.250000 Penalty: 4342.141602
	Iteration 46Q: 3 clusters Score -761902.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -761904.437500 Penalty: 4342.141602
	Iteration 47Q: 3 clusters Score -761904.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -761908.875000 Penalty: 4342.141602
	Iteration 48Q: 3 clusters Score -761908.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -761913.062500 Penalty: 4342.141602
	Iteration 49Q: 3 clusters Score -761913.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -761917.500000 Penalty: 4342.141602
	Iteration 50Q: 3 clusters Score -761917.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -761920.750000 Penalty: 4342.141602
	Iteration 51Q: 3 clusters Score -761920.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -761922.125000 Penalty: 4342.141602
	Iteration 52Q: 3 clusters Score -761922.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -761923.937500 Penalty: 4342.141602
	Iteration 53Q: 3 clusters Score -761923.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -761923.187500 Penalty: 4342.141602
	Iteration 54Q: 3 clusters Score -761923.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -761925.062500 Penalty: 4342.141602
	Iteration 55Q: 3 clusters Score -761925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -761926.437500 Penalty: 4342.141602
	Iteration 56Q: 3 clusters Score -761926.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -761928.562500 Penalty: 4342.141602
	Iteration 57Q: 3 clusters Score -761928.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -761928.500000 Penalty: 4342.141602
	Iteration 58Q: 3 clusters Score -761928.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -761928.500000 Penalty: 4342.141602
	Iteration 59F: 3 clusters Score -761928.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Entering Unmasked Estep 
Score: -1614457.125000 Penalty: 2350.182861
	Iteration 0F: 2 clusters Score -1614457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1604757.250000 Penalty: 4700.365723
	Iteration 0F: 3 clusters Score -1604757 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1607878.250000 Penalty: 4700.365723
	Iteration 1F: 3 clusters Score -1607878 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1608241.375000 Penalty: 4700.365723
	Iteration 2F: 3 clusters Score -1608241 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1608548.875000 Penalty: 4700.365723
	Iteration 3F: 3 clusters Score -1608549 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1608843.000000 Penalty: 4700.365723
	Iteration 4Q: 3 clusters Score -1608843 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1609167.750000 Penalty: 4700.365723
	Iteration 5Q: 3 clusters Score -1609168 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1609508.125000 Penalty: 4700.365723
	Iteration 6Q: 3 clusters Score -1609508 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1609854.625000 Penalty: 4700.365723
	Iteration 7Q: 3 clusters Score -1609855 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1610226.250000 Penalty: 4700.365723
	Iteration 8Q: 3 clusters Score -1610226 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1610589.875000 Penalty: 4700.365723
	Iteration 9Q: 3 clusters Score -1610590 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1610962.875000 Penalty: 4700.365723
	Iteration 10Q: 3 clusters Score -1610963 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1611279.750000 Penalty: 4700.365723
	Iteration 11Q: 3 clusters Score -1611280 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1611522.000000 Penalty: 4700.365723
	Iteration 12Q: 3 clusters Score -1611522 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1611710.875000 Penalty: 4700.365723
	Iteration 13Q: 3 clusters Score -1611711 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1611851.500000 Penalty: 4700.365723
	Iteration 14Q: 3 clusters Score -1611852 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1611980.375000 Penalty: 4700.365723
	Iteration 15Q: 3 clusters Score -1611980 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1612077.750000 Penalty: 4700.365723
	Iteration 16Q: 3 clusters Score -1612078 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1612142.875000 Penalty: 4700.365723
	Iteration 17Q: 3 clusters Score -1612143 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1612197.750000 Penalty: 4700.365723
	Iteration 18Q: 3 clusters Score -1612198 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1612228.375000 Penalty: 4700.365723
	Iteration 19Q: 3 clusters Score -1612228 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1612263.500000 Penalty: 4700.365723
	Iteration 20F: 3 clusters Score -1612264 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1612287.375000 Penalty: 4700.365723
	Iteration 21Q: 3 clusters Score -1612287 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1612307.750000 Penalty: 4700.365723
	Iteration 22Q: 3 clusters Score -1612308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1612320.875000 Penalty: 4700.365723
	Iteration 23Q: 3 clusters Score -1612321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1612332.500000 Penalty: 4700.365723
	Iteration 24Q: 3 clusters Score -1612332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1612343.375000 Penalty: 4700.365723
	Iteration 25Q: 3 clusters Score -1612343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1612347.500000 Penalty: 4700.365723
	Iteration 26Q: 3 clusters Score -1612348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1612360.375000 Penalty: 4700.365723
	Iteration 27Q: 3 clusters Score -1612360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1612366.500000 Penalty: 4700.365723
	Iteration 28Q: 3 clusters Score -1612366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1612379.250000 Penalty: 4700.365723
	Iteration 29Q: 3 clusters Score -1612379 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1612393.000000 Penalty: 4700.365723
	Iteration 30Q: 3 clusters Score -1612393 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1612410.875000 Penalty: 4700.365723
	Iteration 31Q: 3 clusters Score -1612411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1612430.000000 Penalty: 4700.365723
	Iteration 32Q: 3 clusters Score -1612430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1612441.625000 Penalty: 4700.365723
	Iteration 33Q: 3 clusters Score -1612442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1612451.125000 Penalty: 4700.365723
	Iteration 34Q: 3 clusters Score -1612451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1612459.250000 Penalty: 4700.365723
	Iteration 35Q: 3 clusters Score -1612459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1612472.000000 Penalty: 4700.365723
	Iteration 36Q: 3 clusters Score -1612472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1612481.375000 Penalty: 4700.365723
	Iteration 37Q: 3 clusters Score -1612481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1612481.625000 Penalty: 4700.365723
	Iteration 38Q: 3 clusters Score -1612482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1612487.125000 Penalty: 4700.365723
	Iteration 39Q: 3 clusters Score -1612487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1612494.750000 Penalty: 4700.365723
	Iteration 40F: 3 clusters Score -1612495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1612497.375000 Penalty: 4700.365723
	Iteration 41Q: 3 clusters Score -1612497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1612502.500000 Penalty: 4700.365723
	Iteration 42Q: 3 clusters Score -1612502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1612502.500000 Penalty: 4700.365723
	Iteration 43Q: 3 clusters Score -1612502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1612506.125000 Penalty: 4700.365723
	Iteration 44Q: 3 clusters Score -1612506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1612506.625000 Penalty: 4700.365723
	Iteration 45Q: 3 clusters Score -1612507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1612509.500000 Penalty: 4700.365723
	Iteration 46Q: 3 clusters Score -1612510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1612509.375000 Penalty: 4700.365723
	Iteration 47Q: 3 clusters Score -1612509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1612511.750000 Penalty: 4700.365723
	Iteration 48Q: 3 clusters Score -1612512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1612517.500000 Penalty: 4700.365723
	Iteration 49Q: 3 clusters Score -1612518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1612520.125000 Penalty: 4700.365723
	Iteration 50Q: 3 clusters Score -1612520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1612520.375000 Penalty: 4700.365723
	Iteration 51Q: 3 clusters Score -1612520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1612530.000000 Penalty: 4700.365723
	Iteration 52Q: 3 clusters Score -1612530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1612535.250000 Penalty: 4700.365723
	Iteration 53Q: 3 clusters Score -1612535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1612539.500000 Penalty: 4700.365723
	Iteration 54Q: 3 clusters Score -1612540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1612543.250000 Penalty: 4700.365723
	Iteration 55Q: 3 clusters Score -1612543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1612549.375000 Penalty: 4700.365723
	Iteration 56Q: 3 clusters Score -1612549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1612554.625000 Penalty: 4700.365723
	Iteration 57Q: 3 clusters Score -1612555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1612556.500000 Penalty: 4700.365723
	Iteration 58Q: 3 clusters Score -1612556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1612565.250000 Penalty: 4700.365723
	Iteration 59Q: 3 clusters Score -1612565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1612567.125000 Penalty: 4700.365723
	Iteration 60F: 3 clusters Score -1612567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1612576.625000 Penalty: 4700.365723
	Iteration 61Q: 3 clusters Score -1612577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1612576.375000 Penalty: 4700.365723
	Iteration 62Q: 3 clusters Score -1612576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1612578.125000 Penalty: 4700.365723
	Iteration 63Q: 3 clusters Score -1612578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1612584.125000 Penalty: 4700.365723
	Iteration 64Q: 3 clusters Score -1612584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1612583.125000 Penalty: 4700.365723
	Iteration 65Q: 3 clusters Score -1612583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1612582.000000 Penalty: 4700.365723
	Iteration 66Q: 3 clusters Score -1612582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1612582.000000 Penalty: 4700.365723
	Iteration 67F: 3 clusters Score -1612582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (277777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277777 members 
Entering Unmasked Estep 
Score: -34436424.000000 Penalty: 3108.574219
	Iteration 0F: 2 clusters Score -3.443642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138863 members 
Mstep: Class 2 contains 138914 members 
Entering Unmasked Estep 
Score: -34257128.000000 Penalty: 6217.148438
	Iteration 0F: 3 clusters Score -3.425713e+07 nChanged 134087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137158 members 
Mstep: Class 2 contains 140619 members 
Entering Unmasked Estep 
Score: -34335804.000000 Penalty: 6217.148438
	Iteration 1F: 3 clusters Score -3.43358e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135961 members 
Mstep: Class 2 contains 141816 members 
Entering Unmasked Estep 
Score: -34336740.000000 Penalty: 6217.148438
	Iteration 2Q: 3 clusters Score -3.433674e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134200 members 
Mstep: Class 2 contains 143577 members 
Entering Unmasked Estep 
Score: -34337832.000000 Penalty: 6217.148438
	Iteration 3Q: 3 clusters Score -3.433783e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131572 members 
Mstep: Class 2 contains 146205 members 
Entering Unmasked Estep 
Score: -34339532.000000 Penalty: 6217.148438
	Iteration 4Q: 3 clusters Score -3.433953e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127568 members 
Mstep: Class 2 contains 150209 members 
Entering Unmasked Estep 
Score: -34341708.000000 Penalty: 6217.148438
	Iteration 5Q: 3 clusters Score -3.434171e+07 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121607 members 
Mstep: Class 2 contains 156170 members 
Entering Unmasked Estep 
Score: -34344832.000000 Penalty: 6217.148438
	Iteration 6Q: 3 clusters Score -3.434483e+07 nChanged 12060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113139 members 
Mstep: Class 2 contains 164638 members 
Entering Unmasked Estep 
Score: -34350348.000000 Penalty: 6217.148438
	Iteration 7Q: 3 clusters Score -3.435035e+07 nChanged 14693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101938 members 
Mstep: Class 2 contains 175839 members 
Entering Unmasked Estep 
Score: -34358628.000000 Penalty: 6217.148438
	Iteration 8F: 3 clusters Score -3.435863e+07 nChanged 16918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88270 members 
Mstep: Class 2 contains 189507 members 
Entering Unmasked Estep 
Score: -34371000.000000 Penalty: 6217.148438
	Iteration 9F: 3 clusters Score -3.4371e+07 nChanged 17625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73975 members 
Mstep: Class 2 contains 203802 members 
Entering Unmasked Estep 
Score: -34384340.000000 Penalty: 6217.148438
	Iteration 10F: 3 clusters Score -3.438434e+07 nChanged 16202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 216288 members 
Entering Unmasked Estep 
Score: -34396208.000000 Penalty: 6217.148438
	Iteration 11F: 3 clusters Score -3.439621e+07 nChanged 12721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 225519 members 
Entering Unmasked Estep 
Score: -34404256.000000 Penalty: 6217.148438
	Iteration 12Q: 3 clusters Score -3.440426e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 232627 members 
Entering Unmasked Estep 
Score: -34408852.000000 Penalty: 6217.148438
	Iteration 13Q: 3 clusters Score -3.440885e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 238757 members 
Entering Unmasked Estep 
Score: -34412452.000000 Penalty: 6217.148438
	Iteration 14Q: 3 clusters Score -3.441245e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 244339 members 
Entering Unmasked Estep 
Score: -34415088.000000 Penalty: 6217.148438
	Iteration 15Q: 3 clusters Score -3.441509e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 249404 members 
Entering Unmasked Estep 
Score: -34417740.000000 Penalty: 6217.148438
	Iteration 16Q: 3 clusters Score -3.441774e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 254052 members 
Entering Unmasked Estep 
Score: -34420456.000000 Penalty: 6217.148438
	Iteration 17Q: 3 clusters Score -3.442046e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 258214 members 
Entering Unmasked Estep 
Score: -34422668.000000 Penalty: 6217.148438
	Iteration 18Q: 3 clusters Score -3.442267e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 261967 members 
Entering Unmasked Estep 
Score: -34424704.000000 Penalty: 6217.148438
	Iteration 19Q: 3 clusters Score -3.44247e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 265247 members 
Entering Unmasked Estep 
Score: -34426716.000000 Penalty: 6217.148438
	Iteration 20F: 3 clusters Score -3.442672e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 268000 members 
Entering Unmasked Estep 
Score: -34428408.000000 Penalty: 6217.148438
	Iteration 21Q: 3 clusters Score -3.442841e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 270249 members 
Entering Unmasked Estep 
Score: -34429492.000000 Penalty: 6217.148438
	Iteration 22Q: 3 clusters Score -3.442949e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 271973 members 
Entering Unmasked Estep 
Score: -34430452.000000 Penalty: 6217.148438
	Iteration 23Q: 3 clusters Score -3.443045e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 273286 members 
Entering Unmasked Estep 
Score: -34431204.000000 Penalty: 6217.148438
	Iteration 24Q: 3 clusters Score -3.44312e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 274246 members 
Entering Unmasked Estep 
Score: -34431844.000000 Penalty: 6217.148438
	Iteration 25Q: 3 clusters Score -3.443184e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 274926 members 
Entering Unmasked Estep 
Score: -34432348.000000 Penalty: 6217.148438
	Iteration 26Q: 3 clusters Score -3.443235e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 275408 members 
Entering Unmasked Estep 
Score: -34432672.000000 Penalty: 6217.148438
	Iteration 27Q: 3 clusters Score -3.443267e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 275757 members 
Entering Unmasked Estep 
Score: -34432916.000000 Penalty: 6217.148438
	Iteration 28Q: 3 clusters Score -3.443292e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 275996 members 
Entering Unmasked Estep 
Score: -34433116.000000 Penalty: 6217.148438
	Iteration 29Q: 3 clusters Score -3.443312e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 276181 members 
Entering Unmasked Estep 
Score: -34433232.000000 Penalty: 6217.148438
	Iteration 30Q: 3 clusters Score -3.443323e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 276315 members 
Entering Unmasked Estep 
Score: -34433332.000000 Penalty: 6217.148438
	Iteration 31Q: 3 clusters Score -3.443333e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 276413 members 
Entering Unmasked Estep 
Score: -34433412.000000 Penalty: 6217.148438
	Iteration 32Q: 3 clusters Score -3.443341e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 276484 members 
Entering Unmasked Estep 
Score: -34433480.000000 Penalty: 6217.148438
	Iteration 33Q: 3 clusters Score -3.443348e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 276544 members 
Entering Unmasked Estep 
Score: -34433476.000000 Penalty: 6217.148438
	Iteration 34Q: 3 clusters Score -3.443348e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 276592 members 
Entering Unmasked Estep 
Score: -34433572.000000 Penalty: 6217.148438
	Iteration 35Q: 3 clusters Score -3.443357e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 276633 members 
Entering Unmasked Estep 
Score: -34433572.000000 Penalty: 6217.148438
	Iteration 36Q: 3 clusters Score -3.443357e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 276665 members 
Entering Unmasked Estep 
Score: -34433580.000000 Penalty: 6217.148438
	Iteration 37Q: 3 clusters Score -3.443358e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 276688 members 
Entering Unmasked Estep 
Score: -34433608.000000 Penalty: 6217.148438
	Iteration 38Q: 3 clusters Score -3.443361e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 276713 members 
Entering Unmasked Estep 
Score: -34433628.000000 Penalty: 6217.148438
	Iteration 39Q: 3 clusters Score -3.443363e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 276738 members 
Entering Unmasked Estep 
Score: -34433624.000000 Penalty: 6217.148438
	Iteration 40F: 3 clusters Score -3.443362e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 276749 members 
Entering Unmasked Estep 
Score: -34433652.000000 Penalty: 6217.148438
	Iteration 41Q: 3 clusters Score -3.443365e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 276759 members 
Entering Unmasked Estep 
Score: -34433644.000000 Penalty: 6217.148438
	Iteration 42Q: 3 clusters Score -3.443364e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 276771 members 
Entering Unmasked Estep 
Score: -34433652.000000 Penalty: 6217.148438
	Iteration 43Q: 3 clusters Score -3.443365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 276782 members 
Entering Unmasked Estep 
Score: -34433644.000000 Penalty: 6217.148438
	Iteration 44Q: 3 clusters Score -3.443364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 276790 members 
Entering Unmasked Estep 
Score: -34433656.000000 Penalty: 6217.148438
	Iteration 45Q: 3 clusters Score -3.443366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 276795 members 
Entering Unmasked Estep 
Score: -34433664.000000 Penalty: 6217.148438
	Iteration 46Q: 3 clusters Score -3.443366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 276802 members 
Entering Unmasked Estep 
Score: -34433652.000000 Penalty: 6217.148438
	Iteration 47Q: 3 clusters Score -3.443365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 276806 members 
Entering Unmasked Estep 
Score: -34433640.000000 Penalty: 6217.148438
	Iteration 48Q: 3 clusters Score -3.443364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 276810 members 
Entering Unmasked Estep 
Score: -34433652.000000 Penalty: 6217.148438
	Iteration 49Q: 3 clusters Score -3.443365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 276813 members 
Entering Unmasked Estep 
Score: -34433652.000000 Penalty: 6217.148438
	Iteration 50Q: 3 clusters Score -3.443365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 276819 members 
Entering Unmasked Estep 
Score: -34433660.000000 Penalty: 6217.148438
	Iteration 51Q: 3 clusters Score -3.443366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 276820 members 
Entering Unmasked Estep 
Score: -34433652.000000 Penalty: 6217.148438
	Iteration 52Q: 3 clusters Score -3.443365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 276823 members 
Entering Unmasked Estep 
Score: -34433672.000000 Penalty: 6217.148438
	Iteration 53Q: 3 clusters Score -3.443367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 276826 members 
Entering Unmasked Estep 
Score: -34433652.000000 Penalty: 6217.148438
	Iteration 54Q: 3 clusters Score -3.443365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 276828 members 
Entering Unmasked Estep 
Score: -34433668.000000 Penalty: 6217.148438
	Iteration 55Q: 3 clusters Score -3.443367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 276830 members 
Entering Unmasked Estep 
Score: -34433668.000000 Penalty: 6217.148438
	Iteration 56Q: 3 clusters Score -3.443367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 276832 members 
Entering Unmasked Estep 
Score: -34433680.000000 Penalty: 6217.148438
	Iteration 57Q: 3 clusters Score -3.443368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 276831 members 
Entering Unmasked Estep 
Score: -34433696.000000 Penalty: 6217.148438
	Iteration 58Q: 3 clusters Score -3.44337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 276831 members 
Entering Unmasked Estep 
Score: -34433696.000000 Penalty: 6217.148438
	Iteration 59F: 3 clusters Score -3.44337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (173435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173435 members 
Entering Unmasked Estep 
Score: -21735366.000000 Penalty: 2991.762451
	Iteration 0F: 2 clusters Score -2.173537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86568 members 
Mstep: Class 2 contains 86867 members 
Entering Unmasked Estep 
Score: -21620308.000000 Penalty: 5983.524902
	Iteration 0F: 3 clusters Score -2.162031e+07 nChanged 83200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85960 members 
Mstep: Class 2 contains 87475 members 
Entering Unmasked Estep 
Score: -21669474.000000 Penalty: 5983.524902
	Iteration 1F: 3 clusters Score -2.166947e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85594 members 
Mstep: Class 2 contains 87841 members 
Entering Unmasked Estep 
Score: -21671710.000000 Penalty: 5983.524902
	Iteration 2Q: 3 clusters Score -2.167171e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85314 members 
Mstep: Class 2 contains 88121 members 
Entering Unmasked Estep 
Score: -21674692.000000 Penalty: 5983.524902
	Iteration 3Q: 3 clusters Score -2.167469e+07 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85301 members 
Mstep: Class 2 contains 88134 members 
Entering Unmasked Estep 
Score: -21678774.000000 Penalty: 5983.524902
	Iteration 4Q: 3 clusters Score -2.167877e+07 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85974 members 
Mstep: Class 2 contains 87461 members 
Entering Unmasked Estep 
Score: -21684562.000000 Penalty: 5983.524902
	Iteration 5F: 3 clusters Score -2.168456e+07 nChanged 11249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87455 members 
Mstep: Class 2 contains 85980 members 
Entering Unmasked Estep 
Score: -21692254.000000 Penalty: 5983.524902
	Iteration 6F: 3 clusters Score -2.169225e+07 nChanged 12049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89730 members 
Mstep: Class 2 contains 83705 members 
Entering Unmasked Estep 
Score: -21701038.000000 Penalty: 5983.524902
	Iteration 7F: 3 clusters Score -2.170104e+07 nChanged 11264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92386 members 
Mstep: Class 2 contains 81049 members 
Entering Unmasked Estep 
Score: -21708888.000000 Penalty: 5983.524902
	Iteration 8F: 3 clusters Score -2.170889e+07 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94705 members 
Mstep: Class 2 contains 78730 members 
Entering Unmasked Estep 
Score: -21713848.000000 Penalty: 5983.524902
	Iteration 9F: 3 clusters Score -2.171385e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96715 members 
Mstep: Class 2 contains 76720 members 
Entering Unmasked Estep 
Score: -21715968.000000 Penalty: 5983.524902
	Iteration 10Q: 3 clusters Score -2.171597e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98433 members 
Mstep: Class 2 contains 75002 members 
Entering Unmasked Estep 
Score: -21716772.000000 Penalty: 5983.524902
	Iteration 11Q: 3 clusters Score -2.171677e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100068 members 
Mstep: Class 2 contains 73367 members 
Entering Unmasked Estep 
Score: -21717304.000000 Penalty: 5983.524902
	Iteration 12Q: 3 clusters Score -2.17173e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101676 members 
Mstep: Class 2 contains 71759 members 
Entering Unmasked Estep 
Score: -21717602.000000 Penalty: 5983.524902
	Iteration 13Q: 3 clusters Score -2.17176e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103264 members 
Mstep: Class 2 contains 70171 members 
Entering Unmasked Estep 
Score: -21717968.000000 Penalty: 5983.524902
	Iteration 14Q: 3 clusters Score -2.171797e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104885 members 
Mstep: Class 2 contains 68550 members 
Entering Unmasked Estep 
Score: -21718496.000000 Penalty: 5983.524902
	Iteration 15Q: 3 clusters Score -2.17185e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106528 members 
Mstep: Class 2 contains 66907 members 
Entering Unmasked Estep 
Score: -21718960.000000 Penalty: 5983.524902
	Iteration 16Q: 3 clusters Score -2.171896e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108155 members 
Mstep: Class 2 contains 65280 members 
Entering Unmasked Estep 
Score: -21719236.000000 Penalty: 5983.524902
	Iteration 17Q: 3 clusters Score -2.171924e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109723 members 
Mstep: Class 2 contains 63712 members 
Entering Unmasked Estep 
Score: -21719444.000000 Penalty: 5983.524902
	Iteration 18Q: 3 clusters Score -2.171944e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111303 members 
Mstep: Class 2 contains 62132 members 
Entering Unmasked Estep 
Score: -21719598.000000 Penalty: 5983.524902
	Iteration 19Q: 3 clusters Score -2.17196e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112874 members 
Mstep: Class 2 contains 60561 members 
Entering Unmasked Estep 
Score: -21719844.000000 Penalty: 5983.524902
	Iteration 20F: 3 clusters Score -2.171984e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114440 members 
Mstep: Class 2 contains 58995 members 
Entering Unmasked Estep 
Score: -21720268.000000 Penalty: 5983.524902
	Iteration 21Q: 3 clusters Score -2.172027e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116099 members 
Mstep: Class 2 contains 57336 members 
Entering Unmasked Estep 
Score: -21720582.000000 Penalty: 5983.524902
	Iteration 22Q: 3 clusters Score -2.172058e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117757 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -21720852.000000 Penalty: 5983.524902
	Iteration 23Q: 3 clusters Score -2.172085e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119483 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -21721036.000000 Penalty: 5983.524902
	Iteration 24Q: 3 clusters Score -2.172104e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121229 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -21721412.000000 Penalty: 5983.524902
	Iteration 25Q: 3 clusters Score -2.172141e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123056 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -21721700.000000 Penalty: 5983.524902
	Iteration 26Q: 3 clusters Score -2.17217e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124879 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -21722102.000000 Penalty: 5983.524902
	Iteration 27Q: 3 clusters Score -2.17221e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126734 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -21722526.000000 Penalty: 5983.524902
	Iteration 28Q: 3 clusters Score -2.172253e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128756 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -21722938.000000 Penalty: 5983.524902
	Iteration 29Q: 3 clusters Score -2.172294e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130896 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -21723344.000000 Penalty: 5983.524902
	Iteration 30Q: 3 clusters Score -2.172334e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133022 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -21723882.000000 Penalty: 5983.524902
	Iteration 31Q: 3 clusters Score -2.172388e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135180 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -21724380.000000 Penalty: 5983.524902
	Iteration 32Q: 3 clusters Score -2.172438e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137333 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -21724750.000000 Penalty: 5983.524902
	Iteration 33Q: 3 clusters Score -2.172475e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139500 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -21725318.000000 Penalty: 5983.524902
	Iteration 34Q: 3 clusters Score -2.172532e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141556 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -21725700.000000 Penalty: 5983.524902
	Iteration 35Q: 3 clusters Score -2.17257e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143596 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -21726238.000000 Penalty: 5983.524902
	Iteration 36Q: 3 clusters Score -2.172624e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145615 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -21726762.000000 Penalty: 5983.524902
	Iteration 37Q: 3 clusters Score -2.172676e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147639 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -21727266.000000 Penalty: 5983.524902
	Iteration 38Q: 3 clusters Score -2.172727e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149670 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -21727842.000000 Penalty: 5983.524902
	Iteration 39Q: 3 clusters Score -2.172784e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151645 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -21728322.000000 Penalty: 5983.524902
	Iteration 40F: 3 clusters Score -2.172832e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153520 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -21728748.000000 Penalty: 5983.524902
	Iteration 41Q: 3 clusters Score -2.172875e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155351 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -21729380.000000 Penalty: 5983.524902
	Iteration 42Q: 3 clusters Score -2.172938e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157049 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -21729954.000000 Penalty: 5983.524902
	Iteration 43Q: 3 clusters Score -2.172995e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158594 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -21730422.000000 Penalty: 5983.524902
	Iteration 44Q: 3 clusters Score -2.173042e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160054 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -21730742.000000 Penalty: 5983.524902
	Iteration 45Q: 3 clusters Score -2.173074e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161446 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -21731230.000000 Penalty: 5983.524902
	Iteration 46Q: 3 clusters Score -2.173123e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162670 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -21731472.000000 Penalty: 5983.524902
	Iteration 47Q: 3 clusters Score -2.173147e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163717 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -21731794.000000 Penalty: 5983.524902
	Iteration 48Q: 3 clusters Score -2.173179e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164721 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -21732124.000000 Penalty: 5983.524902
	Iteration 49Q: 3 clusters Score -2.173212e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165704 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -21732296.000000 Penalty: 5983.524902
	Iteration 50Q: 3 clusters Score -2.17323e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166556 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -21732494.000000 Penalty: 5983.524902
	Iteration 51Q: 3 clusters Score -2.173249e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167302 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -21732578.000000 Penalty: 5983.524902
	Iteration 52Q: 3 clusters Score -2.173258e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167926 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -21732648.000000 Penalty: 5983.524902
	Iteration 53Q: 3 clusters Score -2.173265e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168436 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -21732796.000000 Penalty: 5983.524902
	Iteration 54Q: 3 clusters Score -2.17328e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168841 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -21732886.000000 Penalty: 5983.524902
	Iteration 55Q: 3 clusters Score -2.173289e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169174 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -21732946.000000 Penalty: 5983.524902
	Iteration 56Q: 3 clusters Score -2.173295e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169477 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -21732958.000000 Penalty: 5983.524902
	Iteration 57Q: 3 clusters Score -2.173296e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169740 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -21732988.000000 Penalty: 5983.524902
	Iteration 58Q: 3 clusters Score -2.173299e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169957 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -21732994.000000 Penalty: 5983.524902
	Iteration 59Q: 3 clusters Score -2.173299e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170146 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -21733036.000000 Penalty: 5983.524902
	Iteration 60F: 3 clusters Score -2.173304e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170303 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -21733036.000000 Penalty: 5983.524902
	Iteration 61Q: 3 clusters Score -2.173304e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170445 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -21733060.000000 Penalty: 5983.524902
	Iteration 62Q: 3 clusters Score -2.173306e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170567 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -21733082.000000 Penalty: 5983.524902
	Iteration 63Q: 3 clusters Score -2.173308e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170662 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -21733074.000000 Penalty: 5983.524902
	Iteration 64Q: 3 clusters Score -2.173307e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170740 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -21733104.000000 Penalty: 5983.524902
	Iteration 65Q: 3 clusters Score -2.17331e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170804 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -21733074.000000 Penalty: 5983.524902
	Iteration 66Q: 3 clusters Score -2.173307e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170877 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -21733070.000000 Penalty: 5983.524902
	Iteration 67Q: 3 clusters Score -2.173307e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170941 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -21733080.000000 Penalty: 5983.524902
	Iteration 68Q: 3 clusters Score -2.173308e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170996 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -21733102.000000 Penalty: 5983.524902
	Iteration 69Q: 3 clusters Score -2.17331e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171041 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -21733094.000000 Penalty: 5983.524902
	Iteration 70Q: 3 clusters Score -2.173309e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171082 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -21733062.000000 Penalty: 5983.524902
	Iteration 71Q: 3 clusters Score -2.173306e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171119 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -21733072.000000 Penalty: 5983.524902
	Iteration 72Q: 3 clusters Score -2.173307e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171151 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -21733082.000000 Penalty: 5983.524902
	Iteration 73Q: 3 clusters Score -2.173308e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171175 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -21733086.000000 Penalty: 5983.524902
	Iteration 74Q: 3 clusters Score -2.173309e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171200 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -21733072.000000 Penalty: 5983.524902
	Iteration 75Q: 3 clusters Score -2.173307e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171237 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -21733084.000000 Penalty: 5983.524902
	Iteration 76Q: 3 clusters Score -2.173308e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171266 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -21733062.000000 Penalty: 5983.524902
	Iteration 77Q: 3 clusters Score -2.173306e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171296 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -21733068.000000 Penalty: 5983.524902
	Iteration 78Q: 3 clusters Score -2.173307e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171333 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -21733072.000000 Penalty: 5983.524902
	Iteration 79Q: 3 clusters Score -2.173307e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171356 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -21733080.000000 Penalty: 5983.524902
	Iteration 80F: 3 clusters Score -2.173308e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171373 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -21733098.000000 Penalty: 5983.524902
	Iteration 81Q: 3 clusters Score -2.17331e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171393 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -21733114.000000 Penalty: 5983.524902
	Iteration 82Q: 3 clusters Score -2.173311e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171408 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -21733100.000000 Penalty: 5983.524902
	Iteration 83Q: 3 clusters Score -2.17331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171417 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -21733102.000000 Penalty: 5983.524902
	Iteration 84Q: 3 clusters Score -2.17331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171426 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -21733090.000000 Penalty: 5983.524902
	Iteration 85Q: 3 clusters Score -2.173309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171436 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -21733106.000000 Penalty: 5983.524902
	Iteration 86Q: 3 clusters Score -2.173311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171448 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -21733112.000000 Penalty: 5983.524902
	Iteration 87Q: 3 clusters Score -2.173311e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171460 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -21733142.000000 Penalty: 5983.524902
	Iteration 88Q: 3 clusters Score -2.173314e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171473 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -21733134.000000 Penalty: 5983.524902
	Iteration 89Q: 3 clusters Score -2.173313e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171487 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -21733130.000000 Penalty: 5983.524902
	Iteration 90Q: 3 clusters Score -2.173313e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171499 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -21733118.000000 Penalty: 5983.524902
	Iteration 91Q: 3 clusters Score -2.173312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171512 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -21733088.000000 Penalty: 5983.524902
	Iteration 92Q: 3 clusters Score -2.173309e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171525 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -21733096.000000 Penalty: 5983.524902
	Iteration 93Q: 3 clusters Score -2.17331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171537 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -21733088.000000 Penalty: 5983.524902
	Iteration 94Q: 3 clusters Score -2.173309e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171555 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -21733086.000000 Penalty: 5983.524902
	Iteration 95Q: 3 clusters Score -2.173309e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171570 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -21733114.000000 Penalty: 5983.524902
	Iteration 96Q: 3 clusters Score -2.173311e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171585 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -21733110.000000 Penalty: 5983.524902
	Iteration 97Q: 3 clusters Score -2.173311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171599 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -21733090.000000 Penalty: 5983.524902
	Iteration 98Q: 3 clusters Score -2.173309e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171613 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -21733092.000000 Penalty: 5983.524902
	Iteration 99Q: 3 clusters Score -2.173309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171623 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -21733100.000000 Penalty: 5983.524902
	Iteration 100F: 3 clusters Score -2.17331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171632 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -21733102.000000 Penalty: 5983.524902
	Iteration 101Q: 3 clusters Score -2.17331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171639 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -21733094.000000 Penalty: 5983.524902
	Iteration 102Q: 3 clusters Score -2.173309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171644 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -21733096.000000 Penalty: 5983.524902
	Iteration 103Q: 3 clusters Score -2.17331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171648 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -21733090.000000 Penalty: 5983.524902
	Iteration 104Q: 3 clusters Score -2.173309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171649 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -21733096.000000 Penalty: 5983.524902
	Iteration 105Q: 3 clusters Score -2.17331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171650 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -21733098.000000 Penalty: 5983.524902
	Iteration 106Q: 3 clusters Score -2.17331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171652 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -21733094.000000 Penalty: 5983.524902
	Iteration 107Q: 3 clusters Score -2.173309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171653 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -21733094.000000 Penalty: 5983.524902
	Iteration 108Q: 3 clusters Score -2.173309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171654 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -21733112.000000 Penalty: 5983.524902
	Iteration 109Q: 3 clusters Score -2.173311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171654 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -21733122.000000 Penalty: 5983.524902
	Iteration 110Q: 3 clusters Score -2.173312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171653 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -21733124.000000 Penalty: 5983.524902
	Iteration 111Q: 3 clusters Score -2.173312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171654 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -21733112.000000 Penalty: 5983.524902
	Iteration 112Q: 3 clusters Score -2.173311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171655 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -21733116.000000 Penalty: 5983.524902
	Iteration 113Q: 3 clusters Score -2.173312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171656 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -21733114.000000 Penalty: 5983.524902
	Iteration 114Q: 3 clusters Score -2.173311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171657 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -21733118.000000 Penalty: 5983.524902
	Iteration 115Q: 3 clusters Score -2.173312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171659 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -21733114.000000 Penalty: 5983.524902
	Iteration 116Q: 3 clusters Score -2.173311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171660 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -21733110.000000 Penalty: 5983.524902
	Iteration 117Q: 3 clusters Score -2.173311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171660 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -21733098.000000 Penalty: 5983.524902
	Iteration 118Q: 3 clusters Score -2.17331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171660 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -21733098.000000 Penalty: 5983.524902
	Iteration 119F: 3 clusters Score -2.17331e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Entering Unmasked Estep 
Score: -3028053.500000 Penalty: 2511.840576
	Iteration 0F: 2 clusters Score -3028054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -3010846.750000 Penalty: 5023.681152
	Iteration 0F: 3 clusters Score -3010847 nChanged 11110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -3016804.250000 Penalty: 5023.681152
	Iteration 1F: 3 clusters Score -3016804 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -3017386.000000 Penalty: 5023.681152
	Iteration 2F: 3 clusters Score -3017386 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3017939.500000 Penalty: 5023.681152
	Iteration 3Q: 3 clusters Score -3017940 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -3018529.750000 Penalty: 5023.681152
	Iteration 4F: 3 clusters Score -3018530 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -3019195.500000 Penalty: 5023.681152
	Iteration 5F: 3 clusters Score -3019196 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -3019934.000000 Penalty: 5023.681152
	Iteration 6F: 3 clusters Score -3019934 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -3020833.750000 Penalty: 5023.681152
	Iteration 7F: 3 clusters Score -3020834 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -3021874.000000 Penalty: 5023.681152
	Iteration 8F: 3 clusters Score -3021874 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -3022964.750000 Penalty: 5023.681152
	Iteration 9F: 3 clusters Score -3022965 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -3024025.500000 Penalty: 5023.681152
	Iteration 10Q: 3 clusters Score -3024026 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -3024916.250000 Penalty: 5023.681152
	Iteration 11Q: 3 clusters Score -3024916 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -3025513.750000 Penalty: 5023.681152
	Iteration 12Q: 3 clusters Score -3025514 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3025902.250000 Penalty: 5023.681152
	Iteration 13Q: 3 clusters Score -3025902 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -3026122.500000 Penalty: 5023.681152
	Iteration 14Q: 3 clusters Score -3026122 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -3026318.250000 Penalty: 5023.681152
	Iteration 15Q: 3 clusters Score -3026318 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3026453.000000 Penalty: 5023.681152
	Iteration 16Q: 3 clusters Score -3026453 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -3026586.250000 Penalty: 5023.681152
	Iteration 17Q: 3 clusters Score -3026586 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -3026677.750000 Penalty: 5023.681152
	Iteration 18Q: 3 clusters Score -3026678 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -3026750.250000 Penalty: 5023.681152
	Iteration 19Q: 3 clusters Score -3026750 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -3026826.750000 Penalty: 5023.681152
	Iteration 20F: 3 clusters Score -3026827 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -3026891.500000 Penalty: 5023.681152
	Iteration 21Q: 3 clusters Score -3026892 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -3026911.750000 Penalty: 5023.681152
	Iteration 22Q: 3 clusters Score -3026912 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -3026926.750000 Penalty: 5023.681152
	Iteration 23Q: 3 clusters Score -3026927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -3026942.250000 Penalty: 5023.681152
	Iteration 24Q: 3 clusters Score -3026942 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -3026953.750000 Penalty: 5023.681152
	Iteration 25Q: 3 clusters Score -3026954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -3026964.500000 Penalty: 5023.681152
	Iteration 26Q: 3 clusters Score -3026964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -3026974.500000 Penalty: 5023.681152
	Iteration 27Q: 3 clusters Score -3026974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3026981.250000 Penalty: 5023.681152
	Iteration 28Q: 3 clusters Score -3026981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -3026978.750000 Penalty: 5023.681152
	Iteration 29Q: 3 clusters Score -3026979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -3026975.250000 Penalty: 5023.681152
	Iteration 30Q: 3 clusters Score -3026975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -3026983.000000 Penalty: 5023.681152
	Iteration 31Q: 3 clusters Score -3026983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -3026982.000000 Penalty: 5023.681152
	Iteration 32Q: 3 clusters Score -3026982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -3026984.000000 Penalty: 5023.681152
	Iteration 33Q: 3 clusters Score -3026984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -3026988.000000 Penalty: 5023.681152
	Iteration 34Q: 3 clusters Score -3026988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -3026990.000000 Penalty: 5023.681152
	Iteration 35Q: 3 clusters Score -3026990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -3026990.000000 Penalty: 5023.681152
	Iteration 36F: 3 clusters Score -3026990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Entering Unmasked Estep 
Score: -4458147.500000 Penalty: 2605.603027
	Iteration 0F: 2 clusters Score -4458148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -4433229.500000 Penalty: 5211.206055
	Iteration 0F: 3 clusters Score -4433230 nChanged 16717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -4442365.500000 Penalty: 5211.206055
	Iteration 1F: 3 clusters Score -4442366 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -4442900.500000 Penalty: 5211.206055
	Iteration 2Q: 3 clusters Score -4442900 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -4443407.500000 Penalty: 5211.206055
	Iteration 3Q: 3 clusters Score -4443408 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -4443884.500000 Penalty: 5211.206055
	Iteration 4Q: 3 clusters Score -4443884 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -4444380.000000 Penalty: 5211.206055
	Iteration 5Q: 3 clusters Score -4444380 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -4445032.000000 Penalty: 5211.206055
	Iteration 6Q: 3 clusters Score -4445032 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -4445802.000000 Penalty: 5211.206055
	Iteration 7Q: 3 clusters Score -4445802 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -4446898.000000 Penalty: 5211.206055
	Iteration 8F: 3 clusters Score -4446898 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -4448306.000000 Penalty: 5211.206055
	Iteration 9F: 3 clusters Score -4448306 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -4450050.500000 Penalty: 5211.206055
	Iteration 10F: 3 clusters Score -4450050 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -4451749.500000 Penalty: 5211.206055
	Iteration 11F: 3 clusters Score -4451750 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -4453011.500000 Penalty: 5211.206055
	Iteration 12Q: 3 clusters Score -4453012 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -4453879.000000 Penalty: 5211.206055
	Iteration 13Q: 3 clusters Score -4453879 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -4454370.500000 Penalty: 5211.206055
	Iteration 14Q: 3 clusters Score -4454370 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -4454688.000000 Penalty: 5211.206055
	Iteration 15Q: 3 clusters Score -4454688 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -4454897.000000 Penalty: 5211.206055
	Iteration 16Q: 3 clusters Score -4454897 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -4455039.500000 Penalty: 5211.206055
	Iteration 17Q: 3 clusters Score -4455040 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -4455150.000000 Penalty: 5211.206055
	Iteration 18Q: 3 clusters Score -4455150 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -4455211.500000 Penalty: 5211.206055
	Iteration 19Q: 3 clusters Score -4455212 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -4455277.000000 Penalty: 5211.206055
	Iteration 20F: 3 clusters Score -4455277 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -4455346.500000 Penalty: 5211.206055
	Iteration 21Q: 3 clusters Score -4455346 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -4455414.500000 Penalty: 5211.206055
	Iteration 22Q: 3 clusters Score -4455414 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -4455467.000000 Penalty: 5211.206055
	Iteration 23Q: 3 clusters Score -4455467 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -4455498.500000 Penalty: 5211.206055
	Iteration 24Q: 3 clusters Score -4455498 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -4455537.500000 Penalty: 5211.206055
	Iteration 25Q: 3 clusters Score -4455538 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -4455580.500000 Penalty: 5211.206055
	Iteration 26Q: 3 clusters Score -4455580 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -4455613.500000 Penalty: 5211.206055
	Iteration 27Q: 3 clusters Score -4455614 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -4455632.500000 Penalty: 5211.206055
	Iteration 28Q: 3 clusters Score -4455632 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -4455657.500000 Penalty: 5211.206055
	Iteration 29Q: 3 clusters Score -4455658 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -4455682.000000 Penalty: 5211.206055
	Iteration 30Q: 3 clusters Score -4455682 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -4455715.000000 Penalty: 5211.206055
	Iteration 31Q: 3 clusters Score -4455715 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -4455732.000000 Penalty: 5211.206055
	Iteration 32Q: 3 clusters Score -4455732 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -4455775.500000 Penalty: 5211.206055
	Iteration 33Q: 3 clusters Score -4455776 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -4455799.500000 Penalty: 5211.206055
	Iteration 34Q: 3 clusters Score -4455800 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -4455825.500000 Penalty: 5211.206055
	Iteration 35Q: 3 clusters Score -4455826 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -4455841.500000 Penalty: 5211.206055
	Iteration 36Q: 3 clusters Score -4455842 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -4455850.000000 Penalty: 5211.206055
	Iteration 37Q: 3 clusters Score -4455850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -4455856.000000 Penalty: 5211.206055
	Iteration 38Q: 3 clusters Score -4455856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -4455865.000000 Penalty: 5211.206055
	Iteration 39Q: 3 clusters Score -4455865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -4455874.000000 Penalty: 5211.206055
	Iteration 40F: 3 clusters Score -4455874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -4455875.500000 Penalty: 5211.206055
	Iteration 41Q: 3 clusters Score -4455876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -4455874.500000 Penalty: 5211.206055
	Iteration 42Q: 3 clusters Score -4455874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -4455889.500000 Penalty: 5211.206055
	Iteration 43Q: 3 clusters Score -4455890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -4455895.500000 Penalty: 5211.206055
	Iteration 44Q: 3 clusters Score -4455896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -4455901.000000 Penalty: 5211.206055
	Iteration 45Q: 3 clusters Score -4455901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -4455903.500000 Penalty: 5211.206055
	Iteration 46Q: 3 clusters Score -4455904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -4455913.000000 Penalty: 5211.206055
	Iteration 47Q: 3 clusters Score -4455913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -4455909.500000 Penalty: 5211.206055
	Iteration 48Q: 3 clusters Score -4455910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -4455909.500000 Penalty: 5211.206055
	Iteration 49F: 3 clusters Score -4455910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Entering Unmasked Estep 
Score: -1739774.000000 Penalty: 2378.796875
	Iteration 0F: 2 clusters Score -1739774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1729162.625000 Penalty: 4757.593750
	Iteration 0F: 3 clusters Score -1729163 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1732684.750000 Penalty: 4757.593750
	Iteration 1F: 3 clusters Score -1732685 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1733039.125000 Penalty: 4757.593750
	Iteration 2F: 3 clusters Score -1733039 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1733286.500000 Penalty: 4757.593750
	Iteration 3Q: 3 clusters Score -1733286 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1733484.500000 Penalty: 4757.593750
	Iteration 4Q: 3 clusters Score -1733484 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1733674.750000 Penalty: 4757.593750
	Iteration 5Q: 3 clusters Score -1733675 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1733867.500000 Penalty: 4757.593750
	Iteration 6Q: 3 clusters Score -1733868 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1734115.875000 Penalty: 4757.593750
	Iteration 7Q: 3 clusters Score -1734116 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1734454.125000 Penalty: 4757.593750
	Iteration 8Q: 3 clusters Score -1734454 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1734877.375000 Penalty: 4757.593750
	Iteration 9Q: 3 clusters Score -1734877 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1735371.250000 Penalty: 4757.593750
	Iteration 10Q: 3 clusters Score -1735371 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1735899.625000 Penalty: 4757.593750
	Iteration 11Q: 3 clusters Score -1735900 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1736377.875000 Penalty: 4757.593750
	Iteration 12Q: 3 clusters Score -1736378 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1736738.375000 Penalty: 4757.593750
	Iteration 13Q: 3 clusters Score -1736738 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1737018.625000 Penalty: 4757.593750
	Iteration 14Q: 3 clusters Score -1737019 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1737222.000000 Penalty: 4757.593750
	Iteration 15Q: 3 clusters Score -1737222 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1737351.375000 Penalty: 4757.593750
	Iteration 16Q: 3 clusters Score -1737351 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1737450.750000 Penalty: 4757.593750
	Iteration 17Q: 3 clusters Score -1737451 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1737526.750000 Penalty: 4757.593750
	Iteration 18Q: 3 clusters Score -1737527 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1737599.875000 Penalty: 4757.593750
	Iteration 19Q: 3 clusters Score -1737600 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1737656.125000 Penalty: 4757.593750
	Iteration 20F: 3 clusters Score -1737656 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1737701.625000 Penalty: 4757.593750
	Iteration 21Q: 3 clusters Score -1737702 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1737718.500000 Penalty: 4757.593750
	Iteration 22Q: 3 clusters Score -1737718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1737740.125000 Penalty: 4757.593750
	Iteration 23Q: 3 clusters Score -1737740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1737753.500000 Penalty: 4757.593750
	Iteration 24Q: 3 clusters Score -1737754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1737758.875000 Penalty: 4757.593750
	Iteration 25Q: 3 clusters Score -1737759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1737770.375000 Penalty: 4757.593750
	Iteration 26Q: 3 clusters Score -1737770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1737777.000000 Penalty: 4757.593750
	Iteration 27Q: 3 clusters Score -1737777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1737784.125000 Penalty: 4757.593750
	Iteration 28Q: 3 clusters Score -1737784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1737786.875000 Penalty: 4757.593750
	Iteration 29Q: 3 clusters Score -1737787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1737788.625000 Penalty: 4757.593750
	Iteration 30Q: 3 clusters Score -1737789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1737788.500000 Penalty: 4757.593750
	Iteration 31Q: 3 clusters Score -1737788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1737789.750000 Penalty: 4757.593750
	Iteration 32Q: 3 clusters Score -1737790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1737794.750000 Penalty: 4757.593750
	Iteration 33Q: 3 clusters Score -1737795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1737798.375000 Penalty: 4757.593750
	Iteration 34Q: 3 clusters Score -1737798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1737803.250000 Penalty: 4757.593750
	Iteration 35Q: 3 clusters Score -1737803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1737805.625000 Penalty: 4757.593750
	Iteration 36Q: 3 clusters Score -1737806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1737808.750000 Penalty: 4757.593750
	Iteration 37Q: 3 clusters Score -1737809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1737810.000000 Penalty: 4757.593750
	Iteration 38Q: 3 clusters Score -1737810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1737810.000000 Penalty: 4757.593750
	Iteration 39F: 3 clusters Score -1737810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Entering Unmasked Estep 
Score: -380578.437500 Penalty: 2051.343994
	Iteration 0F: 2 clusters Score -380578.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -376813.406250 Penalty: 4102.687988
	Iteration 0F: 3 clusters Score -376813.4 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -377868.937500 Penalty: 4102.687988
	Iteration 1F: 3 clusters Score -377868.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -378236.406250 Penalty: 4102.687988
	Iteration 2F: 3 clusters Score -378236.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -378480.281250 Penalty: 4102.687988
	Iteration 3F: 3 clusters Score -378480.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -378695.531250 Penalty: 4102.687988
	Iteration 4F: 3 clusters Score -378695.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -378954.218750 Penalty: 4102.687988
	Iteration 5F: 3 clusters Score -378954.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -379144.656250 Penalty: 4102.687988
	Iteration 6F: 3 clusters Score -379144.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -379289.343750 Penalty: 4102.687988
	Iteration 7Q: 3 clusters Score -379289.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -379394.781250 Penalty: 4102.687988
	Iteration 8Q: 3 clusters Score -379394.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -379452.406250 Penalty: 4102.687988
	Iteration 9Q: 3 clusters Score -379452.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -379487.500000 Penalty: 4102.687988
	Iteration 10Q: 3 clusters Score -379487.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -379521.281250 Penalty: 4102.687988
	Iteration 11Q: 3 clusters Score -379521.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -379558.500000 Penalty: 4102.687988
	Iteration 12Q: 3 clusters Score -379558.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -379588.875000 Penalty: 4102.687988
	Iteration 13Q: 3 clusters Score -379588.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -379612.937500 Penalty: 4102.687988
	Iteration 14Q: 3 clusters Score -379612.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -379629.093750 Penalty: 4102.687988
	Iteration 15Q: 3 clusters Score -379629.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -379639.718750 Penalty: 4102.687988
	Iteration 16Q: 3 clusters Score -379639.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -379650.062500 Penalty: 4102.687988
	Iteration 17Q: 3 clusters Score -379650.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -379656.968750 Penalty: 4102.687988
	Iteration 18Q: 3 clusters Score -379657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -379661.312500 Penalty: 4102.687988
	Iteration 19Q: 3 clusters Score -379661.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -379662.812500 Penalty: 4102.687988
	Iteration 20F: 3 clusters Score -379662.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -379664.875000 Penalty: 4102.687988
	Iteration 21Q: 3 clusters Score -379664.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -379665.468750 Penalty: 4102.687988
	Iteration 22Q: 3 clusters Score -379665.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -379670.000000 Penalty: 4102.687988
	Iteration 23Q: 3 clusters Score -379670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -379671.718750 Penalty: 4102.687988
	Iteration 24Q: 3 clusters Score -379671.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -379673.031250 Penalty: 4102.687988
	Iteration 25Q: 3 clusters Score -379673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -379674.781250 Penalty: 4102.687988
	Iteration 26Q: 3 clusters Score -379674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -379676.156250 Penalty: 4102.687988
	Iteration 27Q: 3 clusters Score -379676.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -379676.312500 Penalty: 4102.687988
	Iteration 28Q: 3 clusters Score -379676.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -379675.562500 Penalty: 4102.687988
	Iteration 29Q: 3 clusters Score -379675.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -379675.562500 Penalty: 4102.687988
	Iteration 30F: 3 clusters Score -379675.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (78096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78096 members 
Entering Unmasked Estep 
Score: -9446167.000000 Penalty: 2793.892090
	Iteration 0F: 2 clusters Score -9446167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -9393820.000000 Penalty: 5587.784180
	Iteration 0F: 3 clusters Score -9393820 nChanged 36755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -9414491.000000 Penalty: 5587.784180
	Iteration 1F: 3 clusters Score -9414491 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -9415204.000000 Penalty: 5587.784180
	Iteration 2Q: 3 clusters Score -9415204 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -9415958.000000 Penalty: 5587.784180
	Iteration 3Q: 3 clusters Score -9415958 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -9416920.000000 Penalty: 5587.784180
	Iteration 4Q: 3 clusters Score -9416920 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -9418388.000000 Penalty: 5587.784180
	Iteration 5Q: 3 clusters Score -9418388 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -9420572.000000 Penalty: 5587.784180
	Iteration 6F: 3 clusters Score -9420572 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -9423970.000000 Penalty: 5587.784180
	Iteration 7F: 3 clusters Score -9423970 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 61284 members 
Entering Unmasked Estep 
Score: -9428657.000000 Penalty: 5587.784180
	Iteration 8F: 3 clusters Score -9428657 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 67006 members 
Entering Unmasked Estep 
Score: -9433840.000000 Penalty: 5587.784180
	Iteration 9F: 3 clusters Score -9433840 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 71625 members 
Entering Unmasked Estep 
Score: -9438155.000000 Penalty: 5587.784180
	Iteration 10F: 3 clusters Score -9438155 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 74659 members 
Entering Unmasked Estep 
Score: -9440975.000000 Penalty: 5587.784180
	Iteration 11Q: 3 clusters Score -9440975 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 76213 members 
Entering Unmasked Estep 
Score: -9442424.000000 Penalty: 5587.784180
	Iteration 12Q: 3 clusters Score -9442424 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 76951 members 
Entering Unmasked Estep 
Score: -9443014.000000 Penalty: 5587.784180
	Iteration 13Q: 3 clusters Score -9443014 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 77300 members 
Entering Unmasked Estep 
Score: -9443335.000000 Penalty: 5587.784180
	Iteration 14Q: 3 clusters Score -9443335 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 77477 members 
Entering Unmasked Estep 
Score: -9443526.000000 Penalty: 5587.784180
	Iteration 15Q: 3 clusters Score -9443526 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 77576 members 
Entering Unmasked Estep 
Score: -9443635.000000 Penalty: 5587.784180
	Iteration 16Q: 3 clusters Score -9443635 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 77621 members 
Entering Unmasked Estep 
Score: -9443672.000000 Penalty: 5587.784180
	Iteration 17Q: 3 clusters Score -9443672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 77656 members 
Entering Unmasked Estep 
Score: -9443708.000000 Penalty: 5587.784180
	Iteration 18Q: 3 clusters Score -9443708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 77670 members 
Entering Unmasked Estep 
Score: -9443731.000000 Penalty: 5587.784180
	Iteration 19Q: 3 clusters Score -9443731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 77690 members 
Entering Unmasked Estep 
Score: -9443754.000000 Penalty: 5587.784180
	Iteration 20F: 3 clusters Score -9443754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 77697 members 
Entering Unmasked Estep 
Score: -9443763.000000 Penalty: 5587.784180
	Iteration 21Q: 3 clusters Score -9443763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 77697 members 
Entering Unmasked Estep 
Score: -9443775.000000 Penalty: 5587.784180
	Iteration 22Q: 3 clusters Score -9443775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 77702 members 
Entering Unmasked Estep 
Score: -9443786.000000 Penalty: 5587.784180
	Iteration 23Q: 3 clusters Score -9443786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 77706 members 
Entering Unmasked Estep 
Score: -9443796.000000 Penalty: 5587.784180
	Iteration 24Q: 3 clusters Score -9443796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 77708 members 
Entering Unmasked Estep 
Score: -9443814.000000 Penalty: 5587.784180
	Iteration 25Q: 3 clusters Score -9443814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 77711 members 
Entering Unmasked Estep 
Score: -9443804.000000 Penalty: 5587.784180
	Iteration 26Q: 3 clusters Score -9443804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 77711 members 
Entering Unmasked Estep 
Score: -9443804.000000 Penalty: 5587.784180
	Iteration 27F: 3 clusters Score -9443804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -193757.703125 Penalty: 1844.864990
	Iteration 0F: 2 clusters Score -193757.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -191366.437500 Penalty: 3689.729980
	Iteration 0F: 3 clusters Score -191366.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -191824.687500 Penalty: 3689.729980
	Iteration 1F: 3 clusters Score -191824.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -192024.359375 Penalty: 3689.729980
	Iteration 2F: 3 clusters Score -192024.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -192252.687500 Penalty: 3689.729980
	Iteration 3F: 3 clusters Score -192252.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -192450.343750 Penalty: 3689.729980
	Iteration 4F: 3 clusters Score -192450.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -192659.328125 Penalty: 3689.729980
	Iteration 5F: 3 clusters Score -192659.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -192793.250000 Penalty: 3689.729980
	Iteration 6Q: 3 clusters Score -192793.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -192998.078125 Penalty: 3689.729980
	Iteration 7Q: 3 clusters Score -192998.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -193247.171875 Penalty: 3689.729980
	Iteration 8F: 3 clusters Score -193247.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -193466.546875 Penalty: 3689.729980
	Iteration 9Q: 3 clusters Score -193466.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -193557.062500 Penalty: 3689.729980
	Iteration 10Q: 3 clusters Score -193557.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -193611.484375 Penalty: 3689.729980
	Iteration 11Q: 3 clusters Score -193611.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -193637.453125 Penalty: 3689.729980
	Iteration 12Q: 3 clusters Score -193637.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -193650.718750 Penalty: 3689.729980
	Iteration 13Q: 3 clusters Score -193650.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -193654.078125 Penalty: 3689.729980
	Iteration 14Q: 3 clusters Score -193654.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -193656.171875 Penalty: 3689.729980
	Iteration 15Q: 3 clusters Score -193656.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -193656.171875 Penalty: 3689.729980
	Iteration 16F: 3 clusters Score -193656.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -308866.531250 Penalty: 1962.643921
	Iteration 0F: 2 clusters Score -308866.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -305819.812500 Penalty: 3925.287842
	Iteration 0F: 3 clusters Score -305819.8 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -306515.218750 Penalty: 3925.287842
	Iteration 1F: 3 clusters Score -306515.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -306724.031250 Penalty: 3925.287842
	Iteration 2F: 3 clusters Score -306724 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -306850.000000 Penalty: 3925.287842
	Iteration 3F: 3 clusters Score -306850 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -306942.375000 Penalty: 3925.287842
	Iteration 4Q: 3 clusters Score -306942.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -307012.125000 Penalty: 3925.287842
	Iteration 5Q: 3 clusters Score -307012.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -307060.093750 Penalty: 3925.287842
	Iteration 6Q: 3 clusters Score -307060.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -307100.937500 Penalty: 3925.287842
	Iteration 7Q: 3 clusters Score -307100.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -307140.187500 Penalty: 3925.287842
	Iteration 8Q: 3 clusters Score -307140.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -307180.218750 Penalty: 3925.287842
	Iteration 9Q: 3 clusters Score -307180.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -307207.843750 Penalty: 3925.287842
	Iteration 10Q: 3 clusters Score -307207.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -307223.406250 Penalty: 3925.287842
	Iteration 11Q: 3 clusters Score -307223.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -307239.406250 Penalty: 3925.287842
	Iteration 12Q: 3 clusters Score -307239.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -307252.250000 Penalty: 3925.287842
	Iteration 13Q: 3 clusters Score -307252.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -307261.562500 Penalty: 3925.287842
	Iteration 14Q: 3 clusters Score -307261.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -307273.281250 Penalty: 3925.287842
	Iteration 15Q: 3 clusters Score -307273.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -307285.156250 Penalty: 3925.287842
	Iteration 16Q: 3 clusters Score -307285.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -307297.468750 Penalty: 3925.287842
	Iteration 17Q: 3 clusters Score -307297.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -307309.812500 Penalty: 3925.287842
	Iteration 18Q: 3 clusters Score -307309.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -307317.656250 Penalty: 3925.287842
	Iteration 19Q: 3 clusters Score -307317.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -307322.500000 Penalty: 3925.287842
	Iteration 20F: 3 clusters Score -307322.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -307327.093750 Penalty: 3925.287842
	Iteration 21Q: 3 clusters Score -307327.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -307332.562500 Penalty: 3925.287842
	Iteration 22Q: 3 clusters Score -307332.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -307335.000000 Penalty: 3925.287842
	Iteration 23Q: 3 clusters Score -307335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -307337.250000 Penalty: 3925.287842
	Iteration 24Q: 3 clusters Score -307337.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -307339.875000 Penalty: 3925.287842
	Iteration 25Q: 3 clusters Score -307339.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -307342.906250 Penalty: 3925.287842
	Iteration 26Q: 3 clusters Score -307342.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -307343.906250 Penalty: 3925.287842
	Iteration 27Q: 3 clusters Score -307343.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -307344.531250 Penalty: 3925.287842
	Iteration 28Q: 3 clusters Score -307344.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -307344.531250 Penalty: 3925.287842
	Iteration 29F: 3 clusters Score -307344.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 97308 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52975 members 
Mstep: Class 7 contains 15628 members 
Mstep: Class 8 contains 4130 members 
Mstep: Class 9 contains 81894 members 
Mstep: Class 10 contains 15512 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25559 members 
Mstep: Class 13 contains 17121 members 
Mstep: Class 14 contains 292382 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 13050 members 
Mstep: Class 19 contains 277777 members 
Mstep: Class 20 contains 173435 members 
Mstep: Class 21 contains 25044 members 
Mstep: Class 22 contains 36551 members 
Mstep: Class 23 contains 14646 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78096 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619776.000000 Penalty: 94130.875000
Iteration 319Q: 28 clusters Score -1.546198e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 97293 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52974 members 
Mstep: Class 7 contains 15628 members 
Mstep: Class 8 contains 4130 members 
Mstep: Class 9 contains 81903 members 
Mstep: Class 10 contains 15508 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25559 members 
Mstep: Class 13 contains 17118 members 
Mstep: Class 14 contains 292397 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13056 members 
Mstep: Class 19 contains 277783 members 
Mstep: Class 20 contains 173424 members 
Mstep: Class 21 contains 25042 members 
Mstep: Class 22 contains 36553 members 
Mstep: Class 23 contains 14646 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78096 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619760.000000 Penalty: 94130.875000
Iteration 320F: 28 clusters Score -1.546198e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 97280 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52966 members 
Mstep: Class 7 contains 15625 members 
Mstep: Class 8 contains 4130 members 
Mstep: Class 9 contains 81916 members 
Mstep: Class 10 contains 15498 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25558 members 
Mstep: Class 13 contains 17116 members 
Mstep: Class 14 contains 292427 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 13057 members 
Mstep: Class 19 contains 277802 members 
Mstep: Class 20 contains 173397 members 
Mstep: Class 21 contains 25043 members 
Mstep: Class 22 contains 36557 members 
Mstep: Class 23 contains 14644 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78096 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619744.000000 Penalty: 94130.875000
Iteration 321Q: 28 clusters Score -1.546197e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 97277 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52958 members 
Mstep: Class 7 contains 15625 members 
Mstep: Class 8 contains 4131 members 
Mstep: Class 9 contains 81937 members 
Mstep: Class 10 contains 15491 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25559 members 
Mstep: Class 13 contains 17116 members 
Mstep: Class 14 contains 292447 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 13058 members 
Mstep: Class 19 contains 277812 members 
Mstep: Class 20 contains 173369 members 
Mstep: Class 21 contains 25043 members 
Mstep: Class 22 contains 36561 members 
Mstep: Class 23 contains 14641 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78092 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619600.000000 Penalty: 94130.875000
Iteration 322Q: 28 clusters Score -1.546196e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 97269 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52956 members 
Mstep: Class 7 contains 15626 members 
Mstep: Class 8 contains 4132 members 
Mstep: Class 9 contains 81948 members 
Mstep: Class 10 contains 15487 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25561 members 
Mstep: Class 13 contains 17115 members 
Mstep: Class 14 contains 292464 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 13056 members 
Mstep: Class 19 contains 277813 members 
Mstep: Class 20 contains 173353 members 
Mstep: Class 21 contains 25043 members 
Mstep: Class 22 contains 36565 members 
Mstep: Class 23 contains 14643 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78087 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619616.000000 Penalty: 94130.875000
Iteration 323Q: 28 clusters Score -1.546196e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 97261 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52955 members 
Mstep: Class 7 contains 15623 members 
Mstep: Class 8 contains 4134 members 
Mstep: Class 9 contains 81955 members 
Mstep: Class 10 contains 15486 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25557 members 
Mstep: Class 13 contains 17115 members 
Mstep: Class 14 contains 292483 members 
Mstep: Class 15 contains 2722 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13055 members 
Mstep: Class 19 contains 277828 members 
Mstep: Class 20 contains 173325 members 
Mstep: Class 21 contains 25044 members 
Mstep: Class 22 contains 36568 members 
Mstep: Class 23 contains 14641 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78092 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619424.000000 Penalty: 94130.875000
Iteration 324Q: 28 clusters Score -1.546194e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 97247 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52953 members 
Mstep: Class 7 contains 15625 members 
Mstep: Class 8 contains 4135 members 
Mstep: Class 9 contains 81967 members 
Mstep: Class 10 contains 15483 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25557 members 
Mstep: Class 13 contains 17116 members 
Mstep: Class 14 contains 292476 members 
Mstep: Class 15 contains 2723 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 13054 members 
Mstep: Class 19 contains 277856 members 
Mstep: Class 20 contains 173307 members 
Mstep: Class 21 contains 25046 members 
Mstep: Class 22 contains 36572 members 
Mstep: Class 23 contains 14642 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78089 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619360.000000 Penalty: 94130.875000
Iteration 325Q: 28 clusters Score -1.546194e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 97243 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52951 members 
Mstep: Class 7 contains 15626 members 
Mstep: Class 8 contains 4139 members 
Mstep: Class 9 contains 81976 members 
Mstep: Class 10 contains 15482 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25557 members 
Mstep: Class 13 contains 17114 members 
Mstep: Class 14 contains 292492 members 
Mstep: Class 15 contains 2724 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 13051 members 
Mstep: Class 19 contains 277863 members 
Mstep: Class 20 contains 173277 members 
Mstep: Class 21 contains 25047 members 
Mstep: Class 22 contains 36574 members 
Mstep: Class 23 contains 14644 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78084 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619408.000000 Penalty: 94130.875000
Iteration 326Q: 28 clusters Score -1.546194e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 97239 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52945 members 
Mstep: Class 7 contains 15626 members 
Mstep: Class 8 contains 4140 members 
Mstep: Class 9 contains 81990 members 
Mstep: Class 10 contains 15482 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25556 members 
Mstep: Class 13 contains 17107 members 
Mstep: Class 14 contains 292514 members 
Mstep: Class 15 contains 2725 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 13047 members 
Mstep: Class 19 contains 277871 members 
Mstep: Class 20 contains 173255 members 
Mstep: Class 21 contains 25051 members 
Mstep: Class 22 contains 36574 members 
Mstep: Class 23 contains 14647 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78075 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619456.000000 Penalty: 94130.875000
Iteration 327Q: 28 clusters Score -1.546195e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97238 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52940 members 
Mstep: Class 7 contains 15626 members 
Mstep: Class 8 contains 4143 members 
Mstep: Class 9 contains 81997 members 
Mstep: Class 10 contains 15480 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25553 members 
Mstep: Class 13 contains 17105 members 
Mstep: Class 14 contains 292530 members 
Mstep: Class 15 contains 2728 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13047 members 
Mstep: Class 19 contains 277857 members 
Mstep: Class 20 contains 173248 members 
Mstep: Class 21 contains 25051 members 
Mstep: Class 22 contains 36574 members 
Mstep: Class 23 contains 14649 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78080 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619264.000000 Penalty: 94130.875000
Iteration 328Q: 28 clusters Score -1.546193e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97228 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52939 members 
Mstep: Class 7 contains 15627 members 
Mstep: Class 8 contains 4145 members 
Mstep: Class 9 contains 81996 members 
Mstep: Class 10 contains 15478 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25552 members 
Mstep: Class 13 contains 17105 members 
Mstep: Class 14 contains 292545 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13047 members 
Mstep: Class 19 contains 277862 members 
Mstep: Class 20 contains 173234 members 
Mstep: Class 21 contains 25051 members 
Mstep: Class 22 contains 36576 members 
Mstep: Class 23 contains 14649 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78081 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619328.000000 Penalty: 94130.875000
Iteration 329Q: 28 clusters Score -1.546193e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97223 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52940 members 
Mstep: Class 7 contains 15627 members 
Mstep: Class 8 contains 4146 members 
Mstep: Class 9 contains 81999 members 
Mstep: Class 10 contains 15477 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25553 members 
Mstep: Class 13 contains 17108 members 
Mstep: Class 14 contains 292563 members 
Mstep: Class 15 contains 2728 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13049 members 
Mstep: Class 19 contains 277859 members 
Mstep: Class 20 contains 173213 members 
Mstep: Class 21 contains 25053 members 
Mstep: Class 22 contains 36579 members 
Mstep: Class 23 contains 14646 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78080 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619216.000000 Penalty: 94130.875000
Iteration 330Q: 28 clusters Score -1.546192e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97217 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52941 members 
Mstep: Class 7 contains 15626 members 
Mstep: Class 8 contains 4146 members 
Mstep: Class 9 contains 82014 members 
Mstep: Class 10 contains 15475 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25551 members 
Mstep: Class 13 contains 17106 members 
Mstep: Class 14 contains 292567 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13051 members 
Mstep: Class 19 contains 277844 members 
Mstep: Class 20 contains 173213 members 
Mstep: Class 21 contains 25054 members 
Mstep: Class 22 contains 36580 members 
Mstep: Class 23 contains 14646 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78082 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619456.000000 Penalty: 94130.875000
Iteration 331Q: 28 clusters Score -1.546195e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97209 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52938 members 
Mstep: Class 7 contains 15629 members 
Mstep: Class 8 contains 4146 members 
Mstep: Class 9 contains 82020 members 
Mstep: Class 10 contains 15472 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25551 members 
Mstep: Class 13 contains 17106 members 
Mstep: Class 14 contains 292598 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8598 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13050 members 
Mstep: Class 19 contains 277805 members 
Mstep: Class 20 contains 173214 members 
Mstep: Class 21 contains 25056 members 
Mstep: Class 22 contains 36583 members 
Mstep: Class 23 contains 14647 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78083 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619632.000000 Penalty: 94130.875000
Iteration 332Q: 28 clusters Score -1.546196e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97210 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52936 members 
Mstep: Class 7 contains 15628 members 
Mstep: Class 8 contains 4145 members 
Mstep: Class 9 contains 82027 members 
Mstep: Class 10 contains 15469 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25551 members 
Mstep: Class 13 contains 17103 members 
Mstep: Class 14 contains 292602 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8598 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13048 members 
Mstep: Class 19 contains 277804 members 
Mstep: Class 20 contains 173209 members 
Mstep: Class 21 contains 25056 members 
Mstep: Class 22 contains 36587 members 
Mstep: Class 23 contains 14648 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78085 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619584.000000 Penalty: 94130.875000
Iteration 333Q: 28 clusters Score -1.546196e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97210 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52937 members 
Mstep: Class 7 contains 15626 members 
Mstep: Class 8 contains 4145 members 
Mstep: Class 9 contains 82033 members 
Mstep: Class 10 contains 15470 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25551 members 
Mstep: Class 13 contains 17101 members 
Mstep: Class 14 contains 292594 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8598 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13044 members 
Mstep: Class 19 contains 277826 members 
Mstep: Class 20 contains 173205 members 
Mstep: Class 21 contains 25057 members 
Mstep: Class 22 contains 36588 members 
Mstep: Class 23 contains 14646 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78071 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619376.000000 Penalty: 94130.875000
Iteration 334Q: 28 clusters Score -1.546194e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97215 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52946 members 
Mstep: Class 7 contains 15625 members 
Mstep: Class 8 contains 4146 members 
Mstep: Class 9 contains 82038 members 
Mstep: Class 10 contains 15471 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25551 members 
Mstep: Class 13 contains 17100 members 
Mstep: Class 14 contains 292568 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8598 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13040 members 
Mstep: Class 19 contains 277837 members 
Mstep: Class 20 contains 173200 members 
Mstep: Class 21 contains 25057 members 
Mstep: Class 22 contains 36589 members 
Mstep: Class 23 contains 14648 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78071 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619248.000000 Penalty: 94130.875000
Iteration 335Q: 28 clusters Score -1.546192e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97216 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52949 members 
Mstep: Class 7 contains 15621 members 
Mstep: Class 8 contains 4146 members 
Mstep: Class 9 contains 82047 members 
Mstep: Class 10 contains 15470 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25551 members 
Mstep: Class 13 contains 17100 members 
Mstep: Class 14 contains 292566 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13037 members 
Mstep: Class 19 contains 277836 members 
Mstep: Class 20 contains 173195 members 
Mstep: Class 21 contains 25056 members 
Mstep: Class 22 contains 36591 members 
Mstep: Class 23 contains 14648 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78069 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619264.000000 Penalty: 94130.875000
Iteration 336Q: 28 clusters Score -1.546193e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97215 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52945 members 
Mstep: Class 7 contains 15620 members 
Mstep: Class 8 contains 4145 members 
Mstep: Class 9 contains 82054 members 
Mstep: Class 10 contains 15468 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25550 members 
Mstep: Class 13 contains 17100 members 
Mstep: Class 14 contains 292574 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 13034 members 
Mstep: Class 19 contains 277850 members 
Mstep: Class 20 contains 173172 members 
Mstep: Class 21 contains 25058 members 
Mstep: Class 22 contains 36592 members 
Mstep: Class 23 contains 14648 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78065 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619344.000000 Penalty: 94130.875000
Iteration 337Q: 28 clusters Score -1.546193e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97212 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52942 members 
Mstep: Class 7 contains 15619 members 
Mstep: Class 8 contains 4146 members 
Mstep: Class 9 contains 82063 members 
Mstep: Class 10 contains 15466 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25551 members 
Mstep: Class 13 contains 17098 members 
Mstep: Class 14 contains 292577 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 13035 members 
Mstep: Class 19 contains 277857 members 
Mstep: Class 20 contains 173150 members 
Mstep: Class 21 contains 25059 members 
Mstep: Class 22 contains 36595 members 
Mstep: Class 23 contains 14648 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78061 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619456.000000 Penalty: 94130.875000
Iteration 338Q: 28 clusters Score -1.546195e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97209 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52942 members 
Mstep: Class 7 contains 15619 members 
Mstep: Class 8 contains 4147 members 
Mstep: Class 9 contains 82071 members 
Mstep: Class 10 contains 15464 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25549 members 
Mstep: Class 13 contains 17097 members 
Mstep: Class 14 contains 292585 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 13036 members 
Mstep: Class 19 contains 277864 members 
Mstep: Class 20 contains 173129 members 
Mstep: Class 21 contains 25060 members 
Mstep: Class 22 contains 36596 members 
Mstep: Class 23 contains 14648 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78061 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619424.000000 Penalty: 94130.875000
Iteration 339Q: 28 clusters Score -1.546194e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97210 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52944 members 
Mstep: Class 7 contains 15619 members 
Mstep: Class 8 contains 4147 members 
Mstep: Class 9 contains 82078 members 
Mstep: Class 10 contains 15461 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25549 members 
Mstep: Class 13 contains 17098 members 
Mstep: Class 14 contains 292582 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 13035 members 
Mstep: Class 19 contains 277868 members 
Mstep: Class 20 contains 173118 members 
Mstep: Class 21 contains 25062 members 
Mstep: Class 22 contains 36594 members 
Mstep: Class 23 contains 14651 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78059 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619328.000000 Penalty: 94130.875000
Iteration 340F: 28 clusters Score -1.546193e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97211 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52942 members 
Mstep: Class 7 contains 15617 members 
Mstep: Class 8 contains 4147 members 
Mstep: Class 9 contains 82084 members 
Mstep: Class 10 contains 15458 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25548 members 
Mstep: Class 13 contains 17098 members 
Mstep: Class 14 contains 292575 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 13034 members 
Mstep: Class 19 contains 277892 members 
Mstep: Class 20 contains 173094 members 
Mstep: Class 21 contains 25063 members 
Mstep: Class 22 contains 36595 members 
Mstep: Class 23 contains 14652 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78060 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619392.000000 Penalty: 94130.875000
Iteration 341Q: 28 clusters Score -1.546194e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97206 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52943 members 
Mstep: Class 7 contains 15616 members 
Mstep: Class 8 contains 4148 members 
Mstep: Class 9 contains 82091 members 
Mstep: Class 10 contains 15454 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25547 members 
Mstep: Class 13 contains 17099 members 
Mstep: Class 14 contains 292554 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 13033 members 
Mstep: Class 19 contains 277925 members 
Mstep: Class 20 contains 173074 members 
Mstep: Class 21 contains 25065 members 
Mstep: Class 22 contains 36596 members 
Mstep: Class 23 contains 14653 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78062 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619408.000000 Penalty: 94130.875000
Iteration 342Q: 28 clusters Score -1.546194e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97206 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52945 members 
Mstep: Class 7 contains 15616 members 
Mstep: Class 8 contains 4148 members 
Mstep: Class 9 contains 82092 members 
Mstep: Class 10 contains 15453 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25546 members 
Mstep: Class 13 contains 17100 members 
Mstep: Class 14 contains 292533 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 6340 members 
Mstep: Class 18 contains 13034 members 
Mstep: Class 19 contains 277957 members 
Mstep: Class 20 contains 173056 members 
Mstep: Class 21 contains 25065 members 
Mstep: Class 22 contains 36598 members 
Mstep: Class 23 contains 14657 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78058 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619488.000000 Penalty: 94130.875000
Iteration 343Q: 28 clusters Score -1.546195e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97210 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52953 members 
Mstep: Class 7 contains 15615 members 
Mstep: Class 8 contains 4148 members 
Mstep: Class 9 contains 82089 members 
Mstep: Class 10 contains 15453 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25545 members 
Mstep: Class 13 contains 17101 members 
Mstep: Class 14 contains 292507 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 6340 members 
Mstep: Class 18 contains 13033 members 
Mstep: Class 19 contains 278003 members 
Mstep: Class 20 contains 173028 members 
Mstep: Class 21 contains 25065 members 
Mstep: Class 22 contains 36597 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78055 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619520.000000 Penalty: 94130.875000
Iteration 344Q: 28 clusters Score -1.546195e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97216 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52961 members 
Mstep: Class 7 contains 15616 members 
Mstep: Class 8 contains 4148 members 
Mstep: Class 9 contains 82095 members 
Mstep: Class 10 contains 15452 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25545 members 
Mstep: Class 13 contains 17101 members 
Mstep: Class 14 contains 292489 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 6341 members 
Mstep: Class 18 contains 13034 members 
Mstep: Class 19 contains 278038 members 
Mstep: Class 20 contains 172990 members 
Mstep: Class 21 contains 25067 members 
Mstep: Class 22 contains 36599 members 
Mstep: Class 23 contains 14662 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78048 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619440.000000 Penalty: 94130.875000
Iteration 345Q: 28 clusters Score -1.546194e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97219 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52970 members 
Mstep: Class 7 contains 15616 members 
Mstep: Class 8 contains 4149 members 
Mstep: Class 9 contains 82104 members 
Mstep: Class 10 contains 15449 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25546 members 
Mstep: Class 13 contains 17102 members 
Mstep: Class 14 contains 292486 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 6341 members 
Mstep: Class 18 contains 13038 members 
Mstep: Class 19 contains 278091 members 
Mstep: Class 20 contains 172920 members 
Mstep: Class 21 contains 25069 members 
Mstep: Class 22 contains 36598 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78040 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619472.000000 Penalty: 94130.875000
Iteration 346Q: 28 clusters Score -1.546195e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97223 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52979 members 
Mstep: Class 7 contains 15617 members 
Mstep: Class 8 contains 4149 members 
Mstep: Class 9 contains 82121 members 
Mstep: Class 10 contains 15443 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25547 members 
Mstep: Class 13 contains 17101 members 
Mstep: Class 14 contains 292470 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 6341 members 
Mstep: Class 18 contains 13042 members 
Mstep: Class 19 contains 278143 members 
Mstep: Class 20 contains 172867 members 
Mstep: Class 21 contains 25065 members 
Mstep: Class 22 contains 36597 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78032 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619504.000000 Penalty: 94130.875000
Iteration 347Q: 28 clusters Score -1.546195e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97226 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52985 members 
Mstep: Class 7 contains 15618 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 9 contains 82129 members 
Mstep: Class 10 contains 15437 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25547 members 
Mstep: Class 13 contains 17100 members 
Mstep: Class 14 contains 292456 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 6342 members 
Mstep: Class 18 contains 13044 members 
Mstep: Class 19 contains 278206 members 
Mstep: Class 20 contains 172807 members 
Mstep: Class 21 contains 25066 members 
Mstep: Class 22 contains 36599 members 
Mstep: Class 23 contains 14666 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78025 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619312.000000 Penalty: 94130.875000
Iteration 348Q: 28 clusters Score -1.546193e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97236 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52984 members 
Mstep: Class 7 contains 15617 members 
Mstep: Class 8 contains 4152 members 
Mstep: Class 9 contains 82138 members 
Mstep: Class 10 contains 15435 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25547 members 
Mstep: Class 13 contains 17102 members 
Mstep: Class 14 contains 292431 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 6342 members 
Mstep: Class 18 contains 13044 members 
Mstep: Class 19 contains 278261 members 
Mstep: Class 20 contains 172755 members 
Mstep: Class 21 contains 25067 members 
Mstep: Class 22 contains 36597 members 
Mstep: Class 23 contains 14667 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78023 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619200.000000 Penalty: 94130.875000
Iteration 349Q: 28 clusters Score -1.546192e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97239 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52990 members 
Mstep: Class 7 contains 15617 members 
Mstep: Class 8 contains 4155 members 
Mstep: Class 9 contains 82145 members 
Mstep: Class 10 contains 15434 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25549 members 
Mstep: Class 13 contains 17104 members 
Mstep: Class 14 contains 292402 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 6342 members 
Mstep: Class 18 contains 13043 members 
Mstep: Class 19 contains 278305 members 
Mstep: Class 20 contains 172720 members 
Mstep: Class 21 contains 25070 members 
Mstep: Class 22 contains 36598 members 
Mstep: Class 23 contains 14669 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78018 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619088.000000 Penalty: 94130.875000
Iteration 350Q: 28 clusters Score -1.546191e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97233 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52994 members 
Mstep: Class 7 contains 15621 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 82155 members 
Mstep: Class 10 contains 15433 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25550 members 
Mstep: Class 13 contains 17103 members 
Mstep: Class 14 contains 292375 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 6341 members 
Mstep: Class 18 contains 13042 members 
Mstep: Class 19 contains 278356 members 
Mstep: Class 20 contains 172682 members 
Mstep: Class 21 contains 25070 members 
Mstep: Class 22 contains 36603 members 
Mstep: Class 23 contains 14671 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78013 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618928.000000 Penalty: 94130.875000
Iteration 351Q: 28 clusters Score -1.546189e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97237 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52997 members 
Mstep: Class 7 contains 15622 members 
Mstep: Class 8 contains 4156 members 
Mstep: Class 9 contains 82159 members 
Mstep: Class 10 contains 15432 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25550 members 
Mstep: Class 13 contains 17105 members 
Mstep: Class 14 contains 292333 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 13040 members 
Mstep: Class 19 contains 278419 members 
Mstep: Class 20 contains 172653 members 
Mstep: Class 21 contains 25069 members 
Mstep: Class 22 contains 36604 members 
Mstep: Class 23 contains 14671 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78013 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619040.000000 Penalty: 94130.875000
Iteration 352Q: 28 clusters Score -1.54619e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97243 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53001 members 
Mstep: Class 7 contains 15622 members 
Mstep: Class 8 contains 4155 members 
Mstep: Class 9 contains 82162 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25550 members 
Mstep: Class 13 contains 17106 members 
Mstep: Class 14 contains 292312 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 13040 members 
Mstep: Class 19 contains 278447 members 
Mstep: Class 20 contains 172631 members 
Mstep: Class 21 contains 25069 members 
Mstep: Class 22 contains 36604 members 
Mstep: Class 23 contains 14673 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78011 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619104.000000 Penalty: 94130.875000
Iteration 353Q: 28 clusters Score -1.546191e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97244 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53005 members 
Mstep: Class 7 contains 15622 members 
Mstep: Class 8 contains 4156 members 
Mstep: Class 9 contains 82164 members 
Mstep: Class 10 contains 15430 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25550 members 
Mstep: Class 13 contains 17105 members 
Mstep: Class 14 contains 292305 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 13041 members 
Mstep: Class 19 contains 278470 members 
Mstep: Class 20 contains 172607 members 
Mstep: Class 21 contains 25071 members 
Mstep: Class 22 contains 36603 members 
Mstep: Class 23 contains 14672 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78012 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618992.000000 Penalty: 94130.875000
Iteration 354Q: 28 clusters Score -1.54619e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97245 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53007 members 
Mstep: Class 7 contains 15623 members 
Mstep: Class 8 contains 4155 members 
Mstep: Class 9 contains 82171 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25549 members 
Mstep: Class 13 contains 17104 members 
Mstep: Class 14 contains 292303 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 13041 members 
Mstep: Class 19 contains 278486 members 
Mstep: Class 20 contains 172580 members 
Mstep: Class 21 contains 25072 members 
Mstep: Class 22 contains 36603 members 
Mstep: Class 23 contains 14676 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78011 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619072.000000 Penalty: 94130.875000
Iteration 355Q: 28 clusters Score -1.546191e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97248 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53008 members 
Mstep: Class 7 contains 15623 members 
Mstep: Class 8 contains 4154 members 
Mstep: Class 9 contains 82175 members 
Mstep: Class 10 contains 15432 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25546 members 
Mstep: Class 13 contains 17105 members 
Mstep: Class 14 contains 292313 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 13042 members 
Mstep: Class 19 contains 278494 members 
Mstep: Class 20 contains 172556 members 
Mstep: Class 21 contains 25073 members 
Mstep: Class 22 contains 36602 members 
Mstep: Class 23 contains 14679 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78007 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619072.000000 Penalty: 94130.875000
Iteration 356Q: 28 clusters Score -1.546191e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 97241 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53006 members 
Mstep: Class 7 contains 15623 members 
Mstep: Class 8 contains 4156 members 
Mstep: Class 9 contains 82178 members 
Mstep: Class 10 contains 15432 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25545 members 
Mstep: Class 13 contains 17108 members 
Mstep: Class 14 contains 292317 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 13042 members 
Mstep: Class 19 contains 278506 members 
Mstep: Class 20 contains 172543 members 
Mstep: Class 21 contains 25075 members 
Mstep: Class 22 contains 36600 members 
Mstep: Class 23 contains 14683 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78008 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619216.000000 Penalty: 94130.875000
Iteration 357Q: 28 clusters Score -1.546192e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97246 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53003 members 
Mstep: Class 7 contains 15624 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 82186 members 
Mstep: Class 10 contains 15432 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25545 members 
Mstep: Class 13 contains 17109 members 
Mstep: Class 14 contains 292313 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 13042 members 
Mstep: Class 19 contains 278529 members 
Mstep: Class 20 contains 172519 members 
Mstep: Class 21 contains 25073 members 
Mstep: Class 22 contains 36599 members 
Mstep: Class 23 contains 14685 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78007 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619312.000000 Penalty: 94130.875000
Iteration 358Q: 28 clusters Score -1.546193e+08 nChanged 211
Entering ConstructFrom: 
Score: -154619312.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (23694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Entering Unmasked Estep 
Score: -2962292.750000 Penalty: 2498.098389
	Iteration 0F: 2 clusters Score -2962293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2945790.250000 Penalty: 4996.196777
	Iteration 0F: 3 clusters Score -2945790 nChanged 10573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2951500.000000 Penalty: 4996.196777
	Iteration 1F: 3 clusters Score -2951500 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2951911.500000 Penalty: 4996.196777
	Iteration 2F: 3 clusters Score -2951912 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2952275.500000 Penalty: 4996.196777
	Iteration 3Q: 3 clusters Score -2952276 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2952565.000000 Penalty: 4996.196777
	Iteration 4Q: 3 clusters Score -2952565 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2952836.250000 Penalty: 4996.196777
	Iteration 5Q: 3 clusters Score -2952836 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2953147.000000 Penalty: 4996.196777
	Iteration 6Q: 3 clusters Score -2953147 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2953466.250000 Penalty: 4996.196777
	Iteration 7Q: 3 clusters Score -2953466 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2953894.000000 Penalty: 4996.196777
	Iteration 8Q: 3 clusters Score -2953894 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2954458.250000 Penalty: 4996.196777
	Iteration 9Q: 3 clusters Score -2954458 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2955144.000000 Penalty: 4996.196777
	Iteration 10Q: 3 clusters Score -2955144 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2955924.250000 Penalty: 4996.196777
	Iteration 11Q: 3 clusters Score -2955924 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2956722.000000 Penalty: 4996.196777
	Iteration 12Q: 3 clusters Score -2956722 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2957488.250000 Penalty: 4996.196777
	Iteration 13Q: 3 clusters Score -2957488 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2958118.750000 Penalty: 4996.196777
	Iteration 14Q: 3 clusters Score -2958119 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2958573.750000 Penalty: 4996.196777
	Iteration 15Q: 3 clusters Score -2958574 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2958944.750000 Penalty: 4996.196777
	Iteration 16Q: 3 clusters Score -2958945 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2959139.250000 Penalty: 4996.196777
	Iteration 17Q: 3 clusters Score -2959139 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2959277.000000 Penalty: 4996.196777
	Iteration 18Q: 3 clusters Score -2959277 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2959382.750000 Penalty: 4996.196777
	Iteration 19Q: 3 clusters Score -2959383 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2959487.250000 Penalty: 4996.196777
	Iteration 20F: 3 clusters Score -2959487 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2959582.750000 Penalty: 4996.196777
	Iteration 21Q: 3 clusters Score -2959583 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2959666.250000 Penalty: 4996.196777
	Iteration 22Q: 3 clusters Score -2959666 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2959727.250000 Penalty: 4996.196777
	Iteration 23Q: 3 clusters Score -2959727 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2959804.500000 Penalty: 4996.196777
	Iteration 24Q: 3 clusters Score -2959804 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2959875.750000 Penalty: 4996.196777
	Iteration 25Q: 3 clusters Score -2959876 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2959940.250000 Penalty: 4996.196777
	Iteration 26Q: 3 clusters Score -2959940 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2959978.500000 Penalty: 4996.196777
	Iteration 27Q: 3 clusters Score -2959978 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2960015.500000 Penalty: 4996.196777
	Iteration 28Q: 3 clusters Score -2960016 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2960065.750000 Penalty: 4996.196777
	Iteration 29Q: 3 clusters Score -2960066 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2960101.500000 Penalty: 4996.196777
	Iteration 30Q: 3 clusters Score -2960102 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2960121.250000 Penalty: 4996.196777
	Iteration 31Q: 3 clusters Score -2960121 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2960137.250000 Penalty: 4996.196777
	Iteration 32Q: 3 clusters Score -2960137 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2960155.000000 Penalty: 4996.196777
	Iteration 33Q: 3 clusters Score -2960155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2960174.500000 Penalty: 4996.196777
	Iteration 34Q: 3 clusters Score -2960174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2960183.000000 Penalty: 4996.196777
	Iteration 35Q: 3 clusters Score -2960183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2960198.750000 Penalty: 4996.196777
	Iteration 36Q: 3 clusters Score -2960199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2960205.000000 Penalty: 4996.196777
	Iteration 37Q: 3 clusters Score -2960205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2960207.750000 Penalty: 4996.196777
	Iteration 38Q: 3 clusters Score -2960208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2960215.750000 Penalty: 4996.196777
	Iteration 39Q: 3 clusters Score -2960216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2960219.000000 Penalty: 4996.196777
	Iteration 40F: 3 clusters Score -2960219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2960224.250000 Penalty: 4996.196777
	Iteration 41Q: 3 clusters Score -2960224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2960222.250000 Penalty: 4996.196777
	Iteration 42Q: 3 clusters Score -2960222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2960223.750000 Penalty: 4996.196777
	Iteration 43Q: 3 clusters Score -2960224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2960223.250000 Penalty: 4996.196777
	Iteration 44Q: 3 clusters Score -2960223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2960223.250000 Penalty: 4996.196777
	Iteration 45F: 3 clusters Score -2960223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -51512.027344 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -51512.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50046.890625 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -50046.89 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50296.207031 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -50296.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50386.074219 Penalty: 3063.229980
	Iteration 2Q: 3 clusters Score -50386.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50442.941406 Penalty: 3063.229980
	Iteration 3Q: 3 clusters Score -50442.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50460.339844 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -50460.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50477.109375 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -50477.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50490.851562 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -50490.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50501.765625 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -50501.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50510.421875 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -50510.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50514.023438 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -50514.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50518.933594 Penalty: 3063.229980
	Iteration 10Q: 3 clusters Score -50518.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50518.933594 Penalty: 3063.229980
	Iteration 11F: 3 clusters Score -50518.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Entering Unmasked Estep 
Score: -230615.031250 Penalty: 1889.691650
	Iteration 0F: 2 clusters Score -230615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -228024.625000 Penalty: 3779.383301
	Iteration 0F: 3 clusters Score -228024.6 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -228514.203125 Penalty: 3779.383301
	Iteration 1F: 3 clusters Score -228514.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -228644.390625 Penalty: 3779.383301
	Iteration 2F: 3 clusters Score -228644.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -228728.062500 Penalty: 3779.383301
	Iteration 3Q: 3 clusters Score -228728.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -228769.656250 Penalty: 3779.383301
	Iteration 4Q: 3 clusters Score -228769.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -228801.062500 Penalty: 3779.383301
	Iteration 5Q: 3 clusters Score -228801.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -228821.046875 Penalty: 3779.383301
	Iteration 6Q: 3 clusters Score -228821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -228843.796875 Penalty: 3779.383301
	Iteration 7Q: 3 clusters Score -228843.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -228861.734375 Penalty: 3779.383301
	Iteration 8Q: 3 clusters Score -228861.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -228877.218750 Penalty: 3779.383301
	Iteration 9Q: 3 clusters Score -228877.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -228887.453125 Penalty: 3779.383301
	Iteration 10Q: 3 clusters Score -228887.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -228895.750000 Penalty: 3779.383301
	Iteration 11Q: 3 clusters Score -228895.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -228904.921875 Penalty: 3779.383301
	Iteration 12Q: 3 clusters Score -228904.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -228916.312500 Penalty: 3779.383301
	Iteration 13Q: 3 clusters Score -228916.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -228929.343750 Penalty: 3779.383301
	Iteration 14Q: 3 clusters Score -228929.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -228936.765625 Penalty: 3779.383301
	Iteration 15Q: 3 clusters Score -228936.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -228941.953125 Penalty: 3779.383301
	Iteration 16Q: 3 clusters Score -228942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -228947.140625 Penalty: 3779.383301
	Iteration 17Q: 3 clusters Score -228947.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -228951.703125 Penalty: 3779.383301
	Iteration 18Q: 3 clusters Score -228951.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -228960.343750 Penalty: 3779.383301
	Iteration 19Q: 3 clusters Score -228960.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -228967.203125 Penalty: 3779.383301
	Iteration 20F: 3 clusters Score -228967.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -228973.156250 Penalty: 3779.383301
	Iteration 21Q: 3 clusters Score -228973.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -228980.875000 Penalty: 3779.383301
	Iteration 22Q: 3 clusters Score -228980.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -228989.453125 Penalty: 3779.383301
	Iteration 23Q: 3 clusters Score -228989.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -228996.796875 Penalty: 3779.383301
	Iteration 24Q: 3 clusters Score -228996.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -229001.312500 Penalty: 3779.383301
	Iteration 25Q: 3 clusters Score -229001.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -229005.203125 Penalty: 3779.383301
	Iteration 26Q: 3 clusters Score -229005.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -229009.890625 Penalty: 3779.383301
	Iteration 27Q: 3 clusters Score -229009.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -229015.078125 Penalty: 3779.383301
	Iteration 28Q: 3 clusters Score -229015.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -229021.984375 Penalty: 3779.383301
	Iteration 29Q: 3 clusters Score -229022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -229035.187500 Penalty: 3779.383301
	Iteration 30Q: 3 clusters Score -229035.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -229041.484375 Penalty: 3779.383301
	Iteration 31Q: 3 clusters Score -229041.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -229054.687500 Penalty: 3779.383301
	Iteration 32Q: 3 clusters Score -229054.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -229070.203125 Penalty: 3779.383301
	Iteration 33Q: 3 clusters Score -229070.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -229083.234375 Penalty: 3779.383301
	Iteration 34Q: 3 clusters Score -229083.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -229098.453125 Penalty: 3779.383301
	Iteration 35Q: 3 clusters Score -229098.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -229113.265625 Penalty: 3779.383301
	Iteration 36Q: 3 clusters Score -229113.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -229132.953125 Penalty: 3779.383301
	Iteration 37Q: 3 clusters Score -229133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -229154.062500 Penalty: 3779.383301
	Iteration 38Q: 3 clusters Score -229154.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -229180.531250 Penalty: 3779.383301
	Iteration 39Q: 3 clusters Score -229180.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -229218.609375 Penalty: 3779.383301
	Iteration 40F: 3 clusters Score -229218.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -229251.718750 Penalty: 3779.383301
	Iteration 41Q: 3 clusters Score -229251.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -229272.812500 Penalty: 3779.383301
	Iteration 42Q: 3 clusters Score -229272.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -229292.093750 Penalty: 3779.383301
	Iteration 43Q: 3 clusters Score -229292.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -229312.328125 Penalty: 3779.383301
	Iteration 44Q: 3 clusters Score -229312.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -229333.843750 Penalty: 3779.383301
	Iteration 45Q: 3 clusters Score -229333.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -229382.953125 Penalty: 3779.383301
	Iteration 46Q: 3 clusters Score -229383 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -229432.875000 Penalty: 3779.383301
	Iteration 47Q: 3 clusters Score -229432.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -229463.546875 Penalty: 3779.383301
	Iteration 48Q: 3 clusters Score -229463.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -229488.296875 Penalty: 3779.383301
	Iteration 49Q: 3 clusters Score -229488.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -229508.406250 Penalty: 3779.383301
	Iteration 50Q: 3 clusters Score -229508.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -229524.906250 Penalty: 3779.383301
	Iteration 51Q: 3 clusters Score -229524.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -229532.078125 Penalty: 3779.383301
	Iteration 52Q: 3 clusters Score -229532.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -229533.125000 Penalty: 3779.383301
	Iteration 53Q: 3 clusters Score -229533.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -229549.343750 Penalty: 3779.383301
	Iteration 54F: 3 clusters Score -229549.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -229573.421875 Penalty: 3779.383301
	Iteration 55Q: 3 clusters Score -229573.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -229582.750000 Penalty: 3779.383301
	Iteration 56Q: 3 clusters Score -229582.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -229593.421875 Penalty: 3779.383301
	Iteration 57Q: 3 clusters Score -229593.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -229606.218750 Penalty: 3779.383301
	Iteration 58Q: 3 clusters Score -229606.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -229622.140625 Penalty: 3779.383301
	Iteration 59Q: 3 clusters Score -229622.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -229637.437500 Penalty: 3779.383301
	Iteration 60F: 3 clusters Score -229637.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -229651.656250 Penalty: 3779.383301
	Iteration 61Q: 3 clusters Score -229651.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -229667.484375 Penalty: 3779.383301
	Iteration 62Q: 3 clusters Score -229667.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -229674.484375 Penalty: 3779.383301
	Iteration 63Q: 3 clusters Score -229674.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -229676.500000 Penalty: 3779.383301
	Iteration 64Q: 3 clusters Score -229676.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -229676.500000 Penalty: 3779.383301
	Iteration 65F: 3 clusters Score -229676.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (97250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97250 members 
Entering Unmasked Estep 
Score: -12231080.000000 Penalty: 2848.290039
	Iteration 0F: 2 clusters Score -1.223108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -12166087.000000 Penalty: 5696.580078
	Iteration 0F: 3 clusters Score -1.216609e+07 nChanged 46122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52747 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -12192700.000000 Penalty: 5696.580078
	Iteration 1F: 3 clusters Score -1.21927e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55164 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -12193906.000000 Penalty: 5696.580078
	Iteration 2Q: 3 clusters Score -1.219391e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58811 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -12195866.000000 Penalty: 5696.580078
	Iteration 3Q: 3 clusters Score -1.219587e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63972 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -12199175.000000 Penalty: 5696.580078
	Iteration 4F: 3 clusters Score -1.219918e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70949 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -12204631.000000 Penalty: 5696.580078
	Iteration 5F: 3 clusters Score -1.220463e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79004 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -12211837.000000 Penalty: 5696.580078
	Iteration 6F: 3 clusters Score -1.221184e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86470 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -12219129.000000 Penalty: 5696.580078
	Iteration 7F: 3 clusters Score -1.221913e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91517 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -12224036.000000 Penalty: 5696.580078
	Iteration 8F: 3 clusters Score -1.222404e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94193 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -12226543.000000 Penalty: 5696.580078
	Iteration 9Q: 3 clusters Score -1.222654e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95453 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -12227706.000000 Penalty: 5696.580078
	Iteration 10Q: 3 clusters Score -1.222771e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96036 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -12228244.000000 Penalty: 5696.580078
	Iteration 11Q: 3 clusters Score -1.222824e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96312 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -12228491.000000 Penalty: 5696.580078
	Iteration 12Q: 3 clusters Score -1.222849e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96461 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -12228657.000000 Penalty: 5696.580078
	Iteration 13Q: 3 clusters Score -1.222866e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96552 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -12228732.000000 Penalty: 5696.580078
	Iteration 14Q: 3 clusters Score -1.222873e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96601 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -12228752.000000 Penalty: 5696.580078
	Iteration 15Q: 3 clusters Score -1.222875e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96630 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -12228792.000000 Penalty: 5696.580078
	Iteration 16Q: 3 clusters Score -1.222879e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96657 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -12228799.000000 Penalty: 5696.580078
	Iteration 17Q: 3 clusters Score -1.22288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96666 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -12228820.000000 Penalty: 5696.580078
	Iteration 18Q: 3 clusters Score -1.222882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96673 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -12228815.000000 Penalty: 5696.580078
	Iteration 19Q: 3 clusters Score -1.222882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96677 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -12228826.000000 Penalty: 5696.580078
	Iteration 20F: 3 clusters Score -1.222883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96683 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -12228832.000000 Penalty: 5696.580078
	Iteration 21Q: 3 clusters Score -1.222883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96686 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -12228840.000000 Penalty: 5696.580078
	Iteration 22Q: 3 clusters Score -1.222884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96686 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -12228848.000000 Penalty: 5696.580078
	Iteration 23Q: 3 clusters Score -1.222885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -12228841.000000 Penalty: 5696.580078
	Iteration 24Q: 3 clusters Score -1.222884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96689 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -12228849.000000 Penalty: 5696.580078
	Iteration 25Q: 3 clusters Score -1.222885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96693 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -12228853.000000 Penalty: 5696.580078
	Iteration 26Q: 3 clusters Score -1.222885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96696 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -12228858.000000 Penalty: 5696.580078
	Iteration 27Q: 3 clusters Score -1.222886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96697 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -12228852.000000 Penalty: 5696.580078
	Iteration 28Q: 3 clusters Score -1.222885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96697 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -12228852.000000 Penalty: 5696.580078
	Iteration 29F: 3 clusters Score -1.222885e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -38523.105469 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -38523.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37167.984375 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -37167.98 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37429.449219 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -37429.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37535.542969 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -37535.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37606.972656 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -37606.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37628.386719 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -37628.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37638.171875 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -37638.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37653.542969 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -37653.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37686.015625 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -37686.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37720.531250 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -37720.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37743.917969 Penalty: 2950.225586
	Iteration 9Q: 3 clusters Score -37743.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37770.082031 Penalty: 2950.225586
	Iteration 10Q: 3 clusters Score -37770.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37794.472656 Penalty: 2950.225586
	Iteration 11Q: 3 clusters Score -37794.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37829.136719 Penalty: 2950.225586
	Iteration 12Q: 3 clusters Score -37829.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37845.484375 Penalty: 2950.225586
	Iteration 13Q: 3 clusters Score -37845.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37904.742188 Penalty: 2950.225586
	Iteration 14Q: 3 clusters Score -37904.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37980.324219 Penalty: 2950.225586
	Iteration 15Q: 3 clusters Score -37980.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38132.328125 Penalty: 2950.225586
	Iteration 16Q: 3 clusters Score -38132.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -38264.375000 Penalty: 2950.225586
	Iteration 17Q: 3 clusters Score -38264.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -38445.832031 Penalty: 2950.225586
	Iteration 18Q: 3 clusters Score -38445.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -38498.519531 Penalty: 2950.225586
	Iteration 19Q: 3 clusters Score -38498.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -38522.394531 Penalty: 2950.225586
	Iteration 20F: 3 clusters Score -38522.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -38554.667969 Penalty: 2950.225586
	Iteration 21Q: 3 clusters Score -38554.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -38576.218750 Penalty: 2950.225586
	Iteration 22Q: 3 clusters Score -38576.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -38585.246094 Penalty: 2950.225586
	Iteration 23Q: 3 clusters Score -38585.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -38594.492188 Penalty: 2950.225586
	Iteration 24Q: 3 clusters Score -38594.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -38602.585938 Penalty: 2950.225586
	Iteration 25Q: 3 clusters Score -38602.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38605.328125 Penalty: 2950.225586
	Iteration 26Q: 3 clusters Score -38605.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38605.328125 Penalty: 2950.225586
	Iteration 27F: 3 clusters Score -38605.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97250 members 
Mstep: Class 5 contains 90 members 
Mstep: Class 6 contains 53000 members 
Mstep: Class 7 contains 15626 members 
Mstep: Class 8 contains 4159 members 
Mstep: Class 9 contains 82186 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25545 members 
Mstep: Class 13 contains 17109 members 
Mstep: Class 14 contains 292348 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13039 members 
Mstep: Class 19 contains 278524 members 
Mstep: Class 20 contains 172492 members 
Mstep: Class 21 contains 25075 members 
Mstep: Class 22 contains 36598 members 
Mstep: Class 23 contains 14686 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78008 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Mstep: Class 28 contains 293 members 
Entering Unmasked Estep 
Score: -154617168.000000 Penalty: 97617.203125
Splitting cluster 5 changes total score from -154619312.000000 to -154617168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (53000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Entering Unmasked Estep 
Score: -6669316.000000 Penalty: 2697.755615
	Iteration 0F: 2 clusters Score -6669316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -6633761.500000 Penalty: 5395.511230
	Iteration 0F: 3 clusters Score -6633762 nChanged 24511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -6647247.000000 Penalty: 5395.511230
	Iteration 1F: 3 clusters Score -6647247 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -6647819.000000 Penalty: 5395.511230
	Iteration 2Q: 3 clusters Score -6647819 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -6648554.500000 Penalty: 5395.511230
	Iteration 3Q: 3 clusters Score -6648554 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -6649538.000000 Penalty: 5395.511230
	Iteration 4Q: 3 clusters Score -6649538 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -6650947.500000 Penalty: 5395.511230
	Iteration 5Q: 3 clusters Score -6650948 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -6652846.500000 Penalty: 5395.511230
	Iteration 6F: 3 clusters Score -6652846 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -6655255.500000 Penalty: 5395.511230
	Iteration 7F: 3 clusters Score -6655256 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -6658067.500000 Penalty: 5395.511230
	Iteration 8F: 3 clusters Score -6658068 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -6660767.000000 Penalty: 5395.511230
	Iteration 9F: 3 clusters Score -6660767 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -6662996.000000 Penalty: 5395.511230
	Iteration 10Q: 3 clusters Score -6662996 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49449 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -6664619.000000 Penalty: 5395.511230
	Iteration 11Q: 3 clusters Score -6664619 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -6665592.500000 Penalty: 5395.511230
	Iteration 12Q: 3 clusters Score -6665592 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6666177.000000 Penalty: 5395.511230
	Iteration 13Q: 3 clusters Score -6666177 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6666523.500000 Penalty: 5395.511230
	Iteration 14Q: 3 clusters Score -6666524 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6666716.500000 Penalty: 5395.511230
	Iteration 15Q: 3 clusters Score -6666716 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6666809.500000 Penalty: 5395.511230
	Iteration 16Q: 3 clusters Score -6666810 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6666884.000000 Penalty: 5395.511230
	Iteration 17Q: 3 clusters Score -6666884 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6666919.500000 Penalty: 5395.511230
	Iteration 18Q: 3 clusters Score -6666920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6666959.500000 Penalty: 5395.511230
	Iteration 19Q: 3 clusters Score -6666960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6666982.000000 Penalty: 5395.511230
	Iteration 20F: 3 clusters Score -6666982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6667000.000000 Penalty: 5395.511230
	Iteration 21Q: 3 clusters Score -6667000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6667011.500000 Penalty: 5395.511230
	Iteration 22Q: 3 clusters Score -6667012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52413 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6667031.500000 Penalty: 5395.511230
	Iteration 23Q: 3 clusters Score -6667032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6667037.000000 Penalty: 5395.511230
	Iteration 24Q: 3 clusters Score -6667037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6667043.500000 Penalty: 5395.511230
	Iteration 25Q: 3 clusters Score -6667044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52433 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6667054.500000 Penalty: 5395.511230
	Iteration 26Q: 3 clusters Score -6667054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6667056.500000 Penalty: 5395.511230
	Iteration 27Q: 3 clusters Score -6667056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6667060.500000 Penalty: 5395.511230
	Iteration 28Q: 3 clusters Score -6667060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6667062.500000 Penalty: 5395.511230
	Iteration 29Q: 3 clusters Score -6667062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6667065.500000 Penalty: 5395.511230
	Iteration 30Q: 3 clusters Score -6667066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6667062.000000 Penalty: 5395.511230
	Iteration 31Q: 3 clusters Score -6667062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6667072.500000 Penalty: 5395.511230
	Iteration 32Q: 3 clusters Score -6667072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6667071.000000 Penalty: 5395.511230
	Iteration 33Q: 3 clusters Score -6667071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6667076.500000 Penalty: 5395.511230
	Iteration 34Q: 3 clusters Score -6667076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6667080.500000 Penalty: 5395.511230
	Iteration 35Q: 3 clusters Score -6667080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6667076.500000 Penalty: 5395.511230
	Iteration 36Q: 3 clusters Score -6667076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6667075.000000 Penalty: 5395.511230
	Iteration 37Q: 3 clusters Score -6667075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6667075.000000 Penalty: 5395.511230
	Iteration 38F: 3 clusters Score -6667075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Entering Unmasked Estep 
Score: -1864375.750000 Penalty: 2394.859619
	Iteration 0F: 2 clusters Score -1864376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1853175.000000 Penalty: 4789.719238
	Iteration 0F: 3 clusters Score -1853175 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1856852.875000 Penalty: 4789.719238
	Iteration 1F: 3 clusters Score -1856853 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1857369.875000 Penalty: 4789.719238
	Iteration 2F: 3 clusters Score -1857370 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1858053.500000 Penalty: 4789.719238
	Iteration 3F: 3 clusters Score -1858054 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1858973.125000 Penalty: 4789.719238
	Iteration 4F: 3 clusters Score -1858973 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1860100.750000 Penalty: 4789.719238
	Iteration 5F: 3 clusters Score -1860101 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1861176.750000 Penalty: 4789.719238
	Iteration 6F: 3 clusters Score -1861177 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1862049.375000 Penalty: 4789.719238
	Iteration 7F: 3 clusters Score -1862049 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1862581.875000 Penalty: 4789.719238
	Iteration 8Q: 3 clusters Score -1862582 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1862867.750000 Penalty: 4789.719238
	Iteration 9Q: 3 clusters Score -1862868 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1863041.125000 Penalty: 4789.719238
	Iteration 10Q: 3 clusters Score -1863041 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1863170.375000 Penalty: 4789.719238
	Iteration 11Q: 3 clusters Score -1863170 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1863263.125000 Penalty: 4789.719238
	Iteration 12Q: 3 clusters Score -1863263 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1863346.750000 Penalty: 4789.719238
	Iteration 13Q: 3 clusters Score -1863347 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1863386.750000 Penalty: 4789.719238
	Iteration 14Q: 3 clusters Score -1863387 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1863425.375000 Penalty: 4789.719238
	Iteration 15Q: 3 clusters Score -1863425 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1863443.375000 Penalty: 4789.719238
	Iteration 16Q: 3 clusters Score -1863443 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1863462.625000 Penalty: 4789.719238
	Iteration 17Q: 3 clusters Score -1863463 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1863477.875000 Penalty: 4789.719238
	Iteration 18Q: 3 clusters Score -1863478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1863489.250000 Penalty: 4789.719238
	Iteration 19Q: 3 clusters Score -1863489 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1863495.250000 Penalty: 4789.719238
	Iteration 20F: 3 clusters Score -1863495 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1863500.250000 Penalty: 4789.719238
	Iteration 21Q: 3 clusters Score -1863500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1863505.250000 Penalty: 4789.719238
	Iteration 22Q: 3 clusters Score -1863505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1863508.875000 Penalty: 4789.719238
	Iteration 23Q: 3 clusters Score -1863509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1863509.500000 Penalty: 4789.719238
	Iteration 24Q: 3 clusters Score -1863510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1863509.000000 Penalty: 4789.719238
	Iteration 25Q: 3 clusters Score -1863509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1863509.000000 Penalty: 4789.719238
	Iteration 26F: 3 clusters Score -1863509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Entering Unmasked Estep 
Score: -516242.968750 Penalty: 2066.591309
	Iteration 0F: 2 clusters Score -516243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -512215.531250 Penalty: 4133.182617
	Iteration 0F: 3 clusters Score -512215.5 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -513162.218750 Penalty: 4133.182617
	Iteration 1F: 3 clusters Score -513162.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -513401.000000 Penalty: 4133.182617
	Iteration 2F: 3 clusters Score -513401 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -513553.281250 Penalty: 4133.182617
	Iteration 3F: 3 clusters Score -513553.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -513656.937500 Penalty: 4133.182617
	Iteration 4Q: 3 clusters Score -513656.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -513730.500000 Penalty: 4133.182617
	Iteration 5Q: 3 clusters Score -513730.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -513790.593750 Penalty: 4133.182617
	Iteration 6Q: 3 clusters Score -513790.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -513835.125000 Penalty: 4133.182617
	Iteration 7Q: 3 clusters Score -513835.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -513867.531250 Penalty: 4133.182617
	Iteration 8Q: 3 clusters Score -513867.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -513893.062500 Penalty: 4133.182617
	Iteration 9Q: 3 clusters Score -513893.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -513921.406250 Penalty: 4133.182617
	Iteration 10Q: 3 clusters Score -513921.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -513961.125000 Penalty: 4133.182617
	Iteration 11Q: 3 clusters Score -513961.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -514008.031250 Penalty: 4133.182617
	Iteration 12Q: 3 clusters Score -514008 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -514044.750000 Penalty: 4133.182617
	Iteration 13Q: 3 clusters Score -514044.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -514073.937500 Penalty: 4133.182617
	Iteration 14Q: 3 clusters Score -514073.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -514109.718750 Penalty: 4133.182617
	Iteration 15Q: 3 clusters Score -514109.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -514145.218750 Penalty: 4133.182617
	Iteration 16Q: 3 clusters Score -514145.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -514179.875000 Penalty: 4133.182617
	Iteration 17Q: 3 clusters Score -514179.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -514214.437500 Penalty: 4133.182617
	Iteration 18Q: 3 clusters Score -514214.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -514246.687500 Penalty: 4133.182617
	Iteration 19Q: 3 clusters Score -514246.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -514273.687500 Penalty: 4133.182617
	Iteration 20F: 3 clusters Score -514273.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -514295.656250 Penalty: 4133.182617
	Iteration 21Q: 3 clusters Score -514295.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -514324.125000 Penalty: 4133.182617
	Iteration 22Q: 3 clusters Score -514324.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -514351.968750 Penalty: 4133.182617
	Iteration 23Q: 3 clusters Score -514352 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -514377.218750 Penalty: 4133.182617
	Iteration 24Q: 3 clusters Score -514377.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -514397.593750 Penalty: 4133.182617
	Iteration 25Q: 3 clusters Score -514397.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -514412.125000 Penalty: 4133.182617
	Iteration 26Q: 3 clusters Score -514412.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -514427.718750 Penalty: 4133.182617
	Iteration 27Q: 3 clusters Score -514427.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -514444.062500 Penalty: 4133.182617
	Iteration 28Q: 3 clusters Score -514444.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -514453.937500 Penalty: 4133.182617
	Iteration 29Q: 3 clusters Score -514453.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -514460.562500 Penalty: 4133.182617
	Iteration 30Q: 3 clusters Score -514460.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -514463.875000 Penalty: 4133.182617
	Iteration 31Q: 3 clusters Score -514463.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -514468.468750 Penalty: 4133.182617
	Iteration 32Q: 3 clusters Score -514468.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -514473.937500 Penalty: 4133.182617
	Iteration 33Q: 3 clusters Score -514473.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -514482.250000 Penalty: 4133.182617
	Iteration 34Q: 3 clusters Score -514482.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -514487.000000 Penalty: 4133.182617
	Iteration 35Q: 3 clusters Score -514487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -514495.031250 Penalty: 4133.182617
	Iteration 36Q: 3 clusters Score -514495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -514503.093750 Penalty: 4133.182617
	Iteration 37Q: 3 clusters Score -514503.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -514513.187500 Penalty: 4133.182617
	Iteration 38Q: 3 clusters Score -514513.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -514521.125000 Penalty: 4133.182617
	Iteration 39Q: 3 clusters Score -514521.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -514532.125000 Penalty: 4133.182617
	Iteration 40F: 3 clusters Score -514532.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -514540.625000 Penalty: 4133.182617
	Iteration 41Q: 3 clusters Score -514540.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -514545.125000 Penalty: 4133.182617
	Iteration 42Q: 3 clusters Score -514545.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -514552.218750 Penalty: 4133.182617
	Iteration 43Q: 3 clusters Score -514552.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -514560.250000 Penalty: 4133.182617
	Iteration 44Q: 3 clusters Score -514560.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -514567.093750 Penalty: 4133.182617
	Iteration 45Q: 3 clusters Score -514567.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -514581.031250 Penalty: 4133.182617
	Iteration 46Q: 3 clusters Score -514581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -514588.093750 Penalty: 4133.182617
	Iteration 47Q: 3 clusters Score -514588.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -514594.906250 Penalty: 4133.182617
	Iteration 48Q: 3 clusters Score -514594.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -514598.531250 Penalty: 4133.182617
	Iteration 49Q: 3 clusters Score -514598.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -514601.281250 Penalty: 4133.182617
	Iteration 50Q: 3 clusters Score -514601.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -514603.625000 Penalty: 4133.182617
	Iteration 51Q: 3 clusters Score -514603.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -514607.781250 Penalty: 4133.182617
	Iteration 52Q: 3 clusters Score -514607.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -514611.156250 Penalty: 4133.182617
	Iteration 53Q: 3 clusters Score -514611.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -514612.281250 Penalty: 4133.182617
	Iteration 54Q: 3 clusters Score -514612.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -514613.750000 Penalty: 4133.182617
	Iteration 55Q: 3 clusters Score -514613.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -514617.937500 Penalty: 4133.182617
	Iteration 56Q: 3 clusters Score -514617.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -514621.906250 Penalty: 4133.182617
	Iteration 57Q: 3 clusters Score -514621.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -514625.187500 Penalty: 4133.182617
	Iteration 58Q: 3 clusters Score -514625.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -514629.250000 Penalty: 4133.182617
	Iteration 59Q: 3 clusters Score -514629.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -514635.843750 Penalty: 4133.182617
	Iteration 60F: 3 clusters Score -514635.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -514637.843750 Penalty: 4133.182617
	Iteration 61Q: 3 clusters Score -514637.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -514639.218750 Penalty: 4133.182617
	Iteration 62Q: 3 clusters Score -514639.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -514640.500000 Penalty: 4133.182617
	Iteration 63Q: 3 clusters Score -514640.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -514641.656250 Penalty: 4133.182617
	Iteration 64Q: 3 clusters Score -514641.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -514642.968750 Penalty: 4133.182617
	Iteration 65Q: 3 clusters Score -514643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -514643.906250 Penalty: 4133.182617
	Iteration 66Q: 3 clusters Score -514643.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -514643.906250 Penalty: 4133.182617
	Iteration 67F: 3 clusters Score -514643.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82186 members 
Entering Unmasked Estep 
Score: -10358834.000000 Penalty: 2806.551514
	Iteration 0F: 2 clusters Score -1.035883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -10303893.000000 Penalty: 5613.103027
	Iteration 0F: 3 clusters Score -1.030389e+07 nChanged 38522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -10326019.000000 Penalty: 5613.103027
	Iteration 1F: 3 clusters Score -1.032602e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -10327310.000000 Penalty: 5613.103027
	Iteration 2Q: 3 clusters Score -1.032731e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -10329030.000000 Penalty: 5613.103027
	Iteration 3Q: 3 clusters Score -1.032903e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -10331687.000000 Penalty: 5613.103027
	Iteration 4F: 3 clusters Score -1.033169e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -10335383.000000 Penalty: 5613.103027
	Iteration 5F: 3 clusters Score -1.033538e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 56238 members 
Entering Unmasked Estep 
Score: -10339976.000000 Penalty: 5613.103027
	Iteration 6F: 3 clusters Score -1.033998e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 60413 members 
Entering Unmasked Estep 
Score: -10344646.000000 Penalty: 5613.103027
	Iteration 7F: 3 clusters Score -1.034465e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 64096 members 
Entering Unmasked Estep 
Score: -10348588.000000 Penalty: 5613.103027
	Iteration 8F: 3 clusters Score -1.034859e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 66785 members 
Entering Unmasked Estep 
Score: -10351339.000000 Penalty: 5613.103027
	Iteration 9Q: 3 clusters Score -1.035134e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 68699 members 
Entering Unmasked Estep 
Score: -10352954.000000 Penalty: 5613.103027
	Iteration 10Q: 3 clusters Score -1.035295e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 70202 members 
Entering Unmasked Estep 
Score: -10353965.000000 Penalty: 5613.103027
	Iteration 11Q: 3 clusters Score -1.035396e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 71465 members 
Entering Unmasked Estep 
Score: -10354694.000000 Penalty: 5613.103027
	Iteration 12Q: 3 clusters Score -1.035469e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -10355149.000000 Penalty: 5613.103027
	Iteration 13Q: 3 clusters Score -1.035515e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
Score: -10355570.000000 Penalty: 5613.103027
	Iteration 14Q: 3 clusters Score -1.035557e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 74195 members 
Entering Unmasked Estep 
Score: -10355892.000000 Penalty: 5613.103027
	Iteration 15Q: 3 clusters Score -1.035589e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 74860 members 
Entering Unmasked Estep 
Score: -10356145.000000 Penalty: 5613.103027
	Iteration 16Q: 3 clusters Score -1.035614e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 75436 members 
Entering Unmasked Estep 
Score: -10356353.000000 Penalty: 5613.103027
	Iteration 17Q: 3 clusters Score -1.035635e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 75891 members 
Entering Unmasked Estep 
Score: -10356510.000000 Penalty: 5613.103027
	Iteration 18Q: 3 clusters Score -1.035651e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 76305 members 
Entering Unmasked Estep 
Score: -10356626.000000 Penalty: 5613.103027
	Iteration 19Q: 3 clusters Score -1.035663e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 76660 members 
Entering Unmasked Estep 
Score: -10356781.000000 Penalty: 5613.103027
	Iteration 20F: 3 clusters Score -1.035678e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 76966 members 
Entering Unmasked Estep 
Score: -10356845.000000 Penalty: 5613.103027
	Iteration 21Q: 3 clusters Score -1.035684e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 77254 members 
Entering Unmasked Estep 
Score: -10356929.000000 Penalty: 5613.103027
	Iteration 22Q: 3 clusters Score -1.035693e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 77497 members 
Entering Unmasked Estep 
Score: -10356996.000000 Penalty: 5613.103027
	Iteration 23Q: 3 clusters Score -1.0357e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 77697 members 
Entering Unmasked Estep 
Score: -10357046.000000 Penalty: 5613.103027
	Iteration 24Q: 3 clusters Score -1.035705e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 77876 members 
Entering Unmasked Estep 
Score: -10357096.000000 Penalty: 5613.103027
	Iteration 25Q: 3 clusters Score -1.03571e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 78030 members 
Entering Unmasked Estep 
Score: -10357109.000000 Penalty: 5613.103027
	Iteration 26Q: 3 clusters Score -1.035711e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 78162 members 
Entering Unmasked Estep 
Score: -10357180.000000 Penalty: 5613.103027
	Iteration 27Q: 3 clusters Score -1.035718e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 78279 members 
Entering Unmasked Estep 
Score: -10357193.000000 Penalty: 5613.103027
	Iteration 28Q: 3 clusters Score -1.035719e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 78360 members 
Entering Unmasked Estep 
Score: -10357192.000000 Penalty: 5613.103027
	Iteration 29Q: 3 clusters Score -1.035719e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 78437 members 
Entering Unmasked Estep 
Score: -10357246.000000 Penalty: 5613.103027
	Iteration 30Q: 3 clusters Score -1.035725e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 78511 members 
Entering Unmasked Estep 
Score: -10357274.000000 Penalty: 5613.103027
	Iteration 31Q: 3 clusters Score -1.035727e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 78587 members 
Entering Unmasked Estep 
Score: -10357301.000000 Penalty: 5613.103027
	Iteration 32Q: 3 clusters Score -1.03573e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 78651 members 
Entering Unmasked Estep 
Score: -10357318.000000 Penalty: 5613.103027
	Iteration 33Q: 3 clusters Score -1.035732e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 78696 members 
Entering Unmasked Estep 
Score: -10357326.000000 Penalty: 5613.103027
	Iteration 34Q: 3 clusters Score -1.035733e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 78734 members 
Entering Unmasked Estep 
Score: -10357308.000000 Penalty: 5613.103027
	Iteration 35Q: 3 clusters Score -1.035731e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 78773 members 
Entering Unmasked Estep 
Score: -10357300.000000 Penalty: 5613.103027
	Iteration 36Q: 3 clusters Score -1.03573e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 78808 members 
Entering Unmasked Estep 
Score: -10357315.000000 Penalty: 5613.103027
	Iteration 37Q: 3 clusters Score -1.035732e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 78844 members 
Entering Unmasked Estep 
Score: -10357323.000000 Penalty: 5613.103027
	Iteration 38Q: 3 clusters Score -1.035732e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 78867 members 
Entering Unmasked Estep 
Score: -10357321.000000 Penalty: 5613.103027
	Iteration 39Q: 3 clusters Score -1.035732e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 78888 members 
Entering Unmasked Estep 
Score: -10357316.000000 Penalty: 5613.103027
	Iteration 40F: 3 clusters Score -1.035732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 78905 members 
Entering Unmasked Estep 
Score: -10357318.000000 Penalty: 5613.103027
	Iteration 41Q: 3 clusters Score -1.035732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 78921 members 
Entering Unmasked Estep 
Score: -10357325.000000 Penalty: 5613.103027
	Iteration 42Q: 3 clusters Score -1.035732e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 78940 members 
Entering Unmasked Estep 
Score: -10357316.000000 Penalty: 5613.103027
	Iteration 43Q: 3 clusters Score -1.035732e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 78952 members 
Entering Unmasked Estep 
Score: -10357327.000000 Penalty: 5613.103027
	Iteration 44Q: 3 clusters Score -1.035733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 78964 members 
Entering Unmasked Estep 
Score: -10357342.000000 Penalty: 5613.103027
	Iteration 45Q: 3 clusters Score -1.035734e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 78977 members 
Entering Unmasked Estep 
Score: -10357349.000000 Penalty: 5613.103027
	Iteration 46Q: 3 clusters Score -1.035735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 78985 members 
Entering Unmasked Estep 
Score: -10357345.000000 Penalty: 5613.103027
	Iteration 47Q: 3 clusters Score -1.035734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 78988 members 
Entering Unmasked Estep 
Score: -10357336.000000 Penalty: 5613.103027
	Iteration 48Q: 3 clusters Score -1.035734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 78990 members 
Entering Unmasked Estep 
Score: -10357343.000000 Penalty: 5613.103027
	Iteration 49Q: 3 clusters Score -1.035734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 78991 members 
Entering Unmasked Estep 
Score: -10357344.000000 Penalty: 5613.103027
	Iteration 50Q: 3 clusters Score -1.035734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 78991 members 
Entering Unmasked Estep 
Score: -10357337.000000 Penalty: 5613.103027
	Iteration 51Q: 3 clusters Score -1.035734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 78991 members 
Entering Unmasked Estep 
Score: -10357337.000000 Penalty: 5613.103027
	Iteration 52F: 3 clusters Score -1.035734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Entering Unmasked Estep 
Score: -1880864.000000 Penalty: 2391.745117
	Iteration 0F: 2 clusters Score -1880864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1869800.500000 Penalty: 4783.490234
	Iteration 0F: 3 clusters Score -1869800 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1873324.750000 Penalty: 4783.490234
	Iteration 1F: 3 clusters Score -1873325 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1873660.750000 Penalty: 4783.490234
	Iteration 2F: 3 clusters Score -1873661 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1873927.125000 Penalty: 4783.490234
	Iteration 3Q: 3 clusters Score -1873927 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1874145.000000 Penalty: 4783.490234
	Iteration 4Q: 3 clusters Score -1874145 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1874336.375000 Penalty: 4783.490234
	Iteration 5Q: 3 clusters Score -1874336 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1874526.500000 Penalty: 4783.490234
	Iteration 6Q: 3 clusters Score -1874526 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1874722.000000 Penalty: 4783.490234
	Iteration 7Q: 3 clusters Score -1874722 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1874935.875000 Penalty: 4783.490234
	Iteration 8Q: 3 clusters Score -1874936 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1875151.000000 Penalty: 4783.490234
	Iteration 9Q: 3 clusters Score -1875151 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1875367.125000 Penalty: 4783.490234
	Iteration 10Q: 3 clusters Score -1875367 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1875629.750000 Penalty: 4783.490234
	Iteration 11Q: 3 clusters Score -1875630 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1875946.500000 Penalty: 4783.490234
	Iteration 12Q: 3 clusters Score -1875946 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1876312.750000 Penalty: 4783.490234
	Iteration 13Q: 3 clusters Score -1876313 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1876697.875000 Penalty: 4783.490234
	Iteration 14Q: 3 clusters Score -1876698 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1877072.000000 Penalty: 4783.490234
	Iteration 15Q: 3 clusters Score -1877072 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1877432.875000 Penalty: 4783.490234
	Iteration 16Q: 3 clusters Score -1877433 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1877687.000000 Penalty: 4783.490234
	Iteration 17Q: 3 clusters Score -1877687 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1877864.875000 Penalty: 4783.490234
	Iteration 18Q: 3 clusters Score -1877865 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1878006.000000 Penalty: 4783.490234
	Iteration 19Q: 3 clusters Score -1878006 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1878122.375000 Penalty: 4783.490234
	Iteration 20F: 3 clusters Score -1878122 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1878219.125000 Penalty: 4783.490234
	Iteration 21Q: 3 clusters Score -1878219 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1878290.875000 Penalty: 4783.490234
	Iteration 22Q: 3 clusters Score -1878291 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1878347.750000 Penalty: 4783.490234
	Iteration 23Q: 3 clusters Score -1878348 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1878413.750000 Penalty: 4783.490234
	Iteration 24Q: 3 clusters Score -1878414 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1878467.750000 Penalty: 4783.490234
	Iteration 25Q: 3 clusters Score -1878468 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1878517.750000 Penalty: 4783.490234
	Iteration 26Q: 3 clusters Score -1878518 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1878562.375000 Penalty: 4783.490234
	Iteration 27Q: 3 clusters Score -1878562 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1878607.375000 Penalty: 4783.490234
	Iteration 28Q: 3 clusters Score -1878607 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1878643.000000 Penalty: 4783.490234
	Iteration 29Q: 3 clusters Score -1878643 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1878670.625000 Penalty: 4783.490234
	Iteration 30Q: 3 clusters Score -1878671 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1878698.625000 Penalty: 4783.490234
	Iteration 31Q: 3 clusters Score -1878699 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1878727.375000 Penalty: 4783.490234
	Iteration 32Q: 3 clusters Score -1878727 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1878739.375000 Penalty: 4783.490234
	Iteration 33Q: 3 clusters Score -1878739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1878761.625000 Penalty: 4783.490234
	Iteration 34Q: 3 clusters Score -1878762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1878776.500000 Penalty: 4783.490234
	Iteration 35Q: 3 clusters Score -1878776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1878788.250000 Penalty: 4783.490234
	Iteration 36Q: 3 clusters Score -1878788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1878802.125000 Penalty: 4783.490234
	Iteration 37Q: 3 clusters Score -1878802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1878804.625000 Penalty: 4783.490234
	Iteration 38Q: 3 clusters Score -1878805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1878815.625000 Penalty: 4783.490234
	Iteration 39Q: 3 clusters Score -1878816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1878817.875000 Penalty: 4783.490234
	Iteration 40F: 3 clusters Score -1878818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1878823.375000 Penalty: 4783.490234
	Iteration 41Q: 3 clusters Score -1878823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1878824.875000 Penalty: 4783.490234
	Iteration 42Q: 3 clusters Score -1878825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1878827.500000 Penalty: 4783.490234
	Iteration 43Q: 3 clusters Score -1878828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1878833.125000 Penalty: 4783.490234
	Iteration 44Q: 3 clusters Score -1878833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1878833.625000 Penalty: 4783.490234
	Iteration 45Q: 3 clusters Score -1878834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1878838.875000 Penalty: 4783.490234
	Iteration 46Q: 3 clusters Score -1878839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1878842.375000 Penalty: 4783.490234
	Iteration 47Q: 3 clusters Score -1878842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1878844.250000 Penalty: 4783.490234
	Iteration 48Q: 3 clusters Score -1878844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1878843.125000 Penalty: 4783.490234
	Iteration 49Q: 3 clusters Score -1878843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1878849.250000 Penalty: 4783.490234
	Iteration 50Q: 3 clusters Score -1878849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1878849.750000 Penalty: 4783.490234
	Iteration 51Q: 3 clusters Score -1878850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1878851.000000 Penalty: 4783.490234
	Iteration 52Q: 3 clusters Score -1878851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1878856.500000 Penalty: 4783.490234
	Iteration 53Q: 3 clusters Score -1878856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1878858.875000 Penalty: 4783.490234
	Iteration 54Q: 3 clusters Score -1878859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1878865.500000 Penalty: 4783.490234
	Iteration 55Q: 3 clusters Score -1878866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1878868.125000 Penalty: 4783.490234
	Iteration 56Q: 3 clusters Score -1878868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1878871.375000 Penalty: 4783.490234
	Iteration 57Q: 3 clusters Score -1878871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1878874.625000 Penalty: 4783.490234
	Iteration 58Q: 3 clusters Score -1878875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1878877.500000 Penalty: 4783.490234
	Iteration 59Q: 3 clusters Score -1878878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1878880.000000 Penalty: 4783.490234
	Iteration 60F: 3 clusters Score -1878880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1878883.250000 Penalty: 4783.490234
	Iteration 61Q: 3 clusters Score -1878883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1878884.125000 Penalty: 4783.490234
	Iteration 62Q: 3 clusters Score -1878884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1878885.875000 Penalty: 4783.490234
	Iteration 63Q: 3 clusters Score -1878886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1878884.375000 Penalty: 4783.490234
	Iteration 64Q: 3 clusters Score -1878884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1878883.875000 Penalty: 4783.490234
	Iteration 65Q: 3 clusters Score -1878884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1878885.500000 Penalty: 4783.490234
	Iteration 66Q: 3 clusters Score -1878886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1878885.500000 Penalty: 4783.490234
	Iteration 67F: 3 clusters Score -1878886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -49009.296875 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -49009.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47535.484375 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -47535.48 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47653.953125 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -47653.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47719.054688 Penalty: 3006.482422
	Iteration 2Q: 3 clusters Score -47719.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47738.628906 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -47738.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47755.277344 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -47755.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47762.585938 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -47762.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47762.585938 Penalty: 3006.482422
	Iteration 6F: 3 clusters Score -47762.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Entering Unmasked Estep 
Score: -2834764.750000 Penalty: 2516.752930
	Iteration 0F: 2 clusters Score -2834765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2817115.250000 Penalty: 5033.505859
	Iteration 0F: 3 clusters Score -2817115 nChanged 11337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2823325.750000 Penalty: 5033.505859
	Iteration 1F: 3 clusters Score -2823326 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2823978.000000 Penalty: 5033.505859
	Iteration 2F: 3 clusters Score -2823978 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2824672.750000 Penalty: 5033.505859
	Iteration 3F: 3 clusters Score -2824673 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2825479.000000 Penalty: 5033.505859
	Iteration 4F: 3 clusters Score -2825479 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2826356.000000 Penalty: 5033.505859
	Iteration 5F: 3 clusters Score -2826356 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2827231.000000 Penalty: 5033.505859
	Iteration 6F: 3 clusters Score -2827231 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2828084.250000 Penalty: 5033.505859
	Iteration 7F: 3 clusters Score -2828084 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2828786.500000 Penalty: 5033.505859
	Iteration 8Q: 3 clusters Score -2828786 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2829318.000000 Penalty: 5033.505859
	Iteration 9Q: 3 clusters Score -2829318 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2829626.750000 Penalty: 5033.505859
	Iteration 10Q: 3 clusters Score -2829627 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2829816.500000 Penalty: 5033.505859
	Iteration 11Q: 3 clusters Score -2829816 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2829987.750000 Penalty: 5033.505859
	Iteration 12Q: 3 clusters Score -2829988 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2830104.250000 Penalty: 5033.505859
	Iteration 13Q: 3 clusters Score -2830104 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2830179.500000 Penalty: 5033.505859
	Iteration 14Q: 3 clusters Score -2830180 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2830247.500000 Penalty: 5033.505859
	Iteration 15Q: 3 clusters Score -2830248 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2830305.000000 Penalty: 5033.505859
	Iteration 16Q: 3 clusters Score -2830305 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2830347.000000 Penalty: 5033.505859
	Iteration 17Q: 3 clusters Score -2830347 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2830388.500000 Penalty: 5033.505859
	Iteration 18Q: 3 clusters Score -2830388 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2830421.750000 Penalty: 5033.505859
	Iteration 19Q: 3 clusters Score -2830422 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2830455.750000 Penalty: 5033.505859
	Iteration 20F: 3 clusters Score -2830456 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2830486.000000 Penalty: 5033.505859
	Iteration 21Q: 3 clusters Score -2830486 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2830517.000000 Penalty: 5033.505859
	Iteration 22Q: 3 clusters Score -2830517 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2830535.750000 Penalty: 5033.505859
	Iteration 23Q: 3 clusters Score -2830536 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2830558.000000 Penalty: 5033.505859
	Iteration 24Q: 3 clusters Score -2830558 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2830584.500000 Penalty: 5033.505859
	Iteration 25Q: 3 clusters Score -2830584 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2830621.750000 Penalty: 5033.505859
	Iteration 26Q: 3 clusters Score -2830622 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2830647.500000 Penalty: 5033.505859
	Iteration 27Q: 3 clusters Score -2830648 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2830661.500000 Penalty: 5033.505859
	Iteration 28Q: 3 clusters Score -2830662 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2830704.500000 Penalty: 5033.505859
	Iteration 29Q: 3 clusters Score -2830704 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2830735.500000 Penalty: 5033.505859
	Iteration 30Q: 3 clusters Score -2830736 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2830763.500000 Penalty: 5033.505859
	Iteration 31Q: 3 clusters Score -2830764 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2830793.000000 Penalty: 5033.505859
	Iteration 32Q: 3 clusters Score -2830793 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2830841.750000 Penalty: 5033.505859
	Iteration 33Q: 3 clusters Score -2830842 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2830890.750000 Penalty: 5033.505859
	Iteration 34Q: 3 clusters Score -2830891 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2830954.250000 Penalty: 5033.505859
	Iteration 35Q: 3 clusters Score -2830954 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2831016.500000 Penalty: 5033.505859
	Iteration 36Q: 3 clusters Score -2831016 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2831062.000000 Penalty: 5033.505859
	Iteration 37Q: 3 clusters Score -2831062 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2831116.750000 Penalty: 5033.505859
	Iteration 38Q: 3 clusters Score -2831117 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2831164.750000 Penalty: 5033.505859
	Iteration 39Q: 3 clusters Score -2831165 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2831208.500000 Penalty: 5033.505859
	Iteration 40F: 3 clusters Score -2831208 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -2831264.000000 Penalty: 5033.505859
	Iteration 41Q: 3 clusters Score -2831264 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2831319.500000 Penalty: 5033.505859
	Iteration 42Q: 3 clusters Score -2831320 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2831386.750000 Penalty: 5033.505859
	Iteration 43Q: 3 clusters Score -2831387 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2831465.750000 Penalty: 5033.505859
	Iteration 44Q: 3 clusters Score -2831466 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2831559.250000 Penalty: 5033.505859
	Iteration 45Q: 3 clusters Score -2831559 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2831623.250000 Penalty: 5033.505859
	Iteration 46Q: 3 clusters Score -2831623 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2831719.000000 Penalty: 5033.505859
	Iteration 47Q: 3 clusters Score -2831719 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2831816.250000 Penalty: 5033.505859
	Iteration 48Q: 3 clusters Score -2831816 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2831900.000000 Penalty: 5033.505859
	Iteration 49Q: 3 clusters Score -2831900 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2831969.750000 Penalty: 5033.505859
	Iteration 50Q: 3 clusters Score -2831970 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2832024.000000 Penalty: 5033.505859
	Iteration 51Q: 3 clusters Score -2832024 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2832103.500000 Penalty: 5033.505859
	Iteration 52Q: 3 clusters Score -2832104 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2832179.500000 Penalty: 5033.505859
	Iteration 53Q: 3 clusters Score -2832180 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2832258.500000 Penalty: 5033.505859
	Iteration 54Q: 3 clusters Score -2832258 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2832347.500000 Penalty: 5033.505859
	Iteration 55Q: 3 clusters Score -2832348 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2832412.250000 Penalty: 5033.505859
	Iteration 56Q: 3 clusters Score -2832412 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2832485.250000 Penalty: 5033.505859
	Iteration 57Q: 3 clusters Score -2832485 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2832541.500000 Penalty: 5033.505859
	Iteration 58Q: 3 clusters Score -2832542 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2832577.250000 Penalty: 5033.505859
	Iteration 59Q: 3 clusters Score -2832577 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2832610.000000 Penalty: 5033.505859
	Iteration 60F: 3 clusters Score -2832610 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2832631.750000 Penalty: 5033.505859
	Iteration 61Q: 3 clusters Score -2832632 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2832644.500000 Penalty: 5033.505859
	Iteration 62Q: 3 clusters Score -2832644 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2832650.750000 Penalty: 5033.505859
	Iteration 63Q: 3 clusters Score -2832651 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2832667.750000 Penalty: 5033.505859
	Iteration 64Q: 3 clusters Score -2832668 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2832673.000000 Penalty: 5033.505859
	Iteration 65Q: 3 clusters Score -2832673 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2832691.750000 Penalty: 5033.505859
	Iteration 66Q: 3 clusters Score -2832692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2832703.000000 Penalty: 5033.505859
	Iteration 67Q: 3 clusters Score -2832703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2832713.250000 Penalty: 5033.505859
	Iteration 68Q: 3 clusters Score -2832713 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2832723.500000 Penalty: 5033.505859
	Iteration 69Q: 3 clusters Score -2832724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2832728.250000 Penalty: 5033.505859
	Iteration 70Q: 3 clusters Score -2832728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2832740.000000 Penalty: 5033.505859
	Iteration 71Q: 3 clusters Score -2832740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2832746.500000 Penalty: 5033.505859
	Iteration 72Q: 3 clusters Score -2832746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2832758.500000 Penalty: 5033.505859
	Iteration 73Q: 3 clusters Score -2832758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2832760.750000 Penalty: 5033.505859
	Iteration 74Q: 3 clusters Score -2832761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2832769.250000 Penalty: 5033.505859
	Iteration 75Q: 3 clusters Score -2832769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2832775.500000 Penalty: 5033.505859
	Iteration 76Q: 3 clusters Score -2832776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2832782.250000 Penalty: 5033.505859
	Iteration 77Q: 3 clusters Score -2832782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2832778.250000 Penalty: 5033.505859
	Iteration 78Q: 3 clusters Score -2832778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2832785.750000 Penalty: 5033.505859
	Iteration 79Q: 3 clusters Score -2832786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2832786.500000 Penalty: 5033.505859
	Iteration 80F: 3 clusters Score -2832786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2832790.750000 Penalty: 5033.505859
	Iteration 81Q: 3 clusters Score -2832791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2832795.000000 Penalty: 5033.505859
	Iteration 82Q: 3 clusters Score -2832795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2832800.000000 Penalty: 5033.505859
	Iteration 83Q: 3 clusters Score -2832800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2832804.250000 Penalty: 5033.505859
	Iteration 84Q: 3 clusters Score -2832804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2832808.250000 Penalty: 5033.505859
	Iteration 85Q: 3 clusters Score -2832808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2832807.500000 Penalty: 5033.505859
	Iteration 86Q: 3 clusters Score -2832808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2832814.500000 Penalty: 5033.505859
	Iteration 87Q: 3 clusters Score -2832814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2832812.500000 Penalty: 5033.505859
	Iteration 88Q: 3 clusters Score -2832812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2832815.750000 Penalty: 5033.505859
	Iteration 89Q: 3 clusters Score -2832816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2832813.000000 Penalty: 5033.505859
	Iteration 90Q: 3 clusters Score -2832813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2832814.000000 Penalty: 5033.505859
	Iteration 91Q: 3 clusters Score -2832814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2832810.750000 Penalty: 5033.505859
	Iteration 92Q: 3 clusters Score -2832811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2832817.500000 Penalty: 5033.505859
	Iteration 93Q: 3 clusters Score -2832818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2832817.250000 Penalty: 5033.505859
	Iteration 94Q: 3 clusters Score -2832817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2832820.750000 Penalty: 5033.505859
	Iteration 95Q: 3 clusters Score -2832821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2832822.250000 Penalty: 5033.505859
	Iteration 96Q: 3 clusters Score -2832822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2832822.750000 Penalty: 5033.505859
	Iteration 97Q: 3 clusters Score -2832823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2832826.500000 Penalty: 5033.505859
	Iteration 98Q: 3 clusters Score -2832826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2832830.000000 Penalty: 5033.505859
	Iteration 99Q: 3 clusters Score -2832830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2832824.250000 Penalty: 5033.505859
	Iteration 100F: 3 clusters Score -2832824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2832822.750000 Penalty: 5033.505859
	Iteration 101Q: 3 clusters Score -2832823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2832825.250000 Penalty: 5033.505859
	Iteration 102Q: 3 clusters Score -2832825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2832823.250000 Penalty: 5033.505859
	Iteration 103Q: 3 clusters Score -2832823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2832822.250000 Penalty: 5033.505859
	Iteration 104Q: 3 clusters Score -2832822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2832825.000000 Penalty: 5033.505859
	Iteration 105Q: 3 clusters Score -2832825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2832827.750000 Penalty: 5033.505859
	Iteration 106Q: 3 clusters Score -2832828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2832826.500000 Penalty: 5033.505859
	Iteration 107Q: 3 clusters Score -2832826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2832823.250000 Penalty: 5033.505859
	Iteration 108Q: 3 clusters Score -2832823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2832824.000000 Penalty: 5033.505859
	Iteration 109Q: 3 clusters Score -2832824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2832824.000000 Penalty: 5033.505859
	Iteration 110F: 3 clusters Score -2832824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Entering Unmasked Estep 
Score: -2144855.250000 Penalty: 2417.345215
	Iteration 0F: 2 clusters Score -2144855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2132650.000000 Penalty: 4834.690430
	Iteration 0F: 3 clusters Score -2132650 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2136496.500000 Penalty: 4834.690430
	Iteration 1F: 3 clusters Score -2136496 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2136874.500000 Penalty: 4834.690430
	Iteration 2F: 3 clusters Score -2136874 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2137152.250000 Penalty: 4834.690430
	Iteration 3Q: 3 clusters Score -2137152 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2137393.250000 Penalty: 4834.690430
	Iteration 4Q: 3 clusters Score -2137393 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2137620.500000 Penalty: 4834.690430
	Iteration 5Q: 3 clusters Score -2137620 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2137851.250000 Penalty: 4834.690430
	Iteration 6Q: 3 clusters Score -2137851 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2138118.250000 Penalty: 4834.690430
	Iteration 7Q: 3 clusters Score -2138118 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2138435.750000 Penalty: 4834.690430
	Iteration 8Q: 3 clusters Score -2138436 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2138900.250000 Penalty: 4834.690430
	Iteration 9Q: 3 clusters Score -2138900 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2139508.000000 Penalty: 4834.690430
	Iteration 10F: 3 clusters Score -2139508 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2140271.500000 Penalty: 4834.690430
	Iteration 11F: 3 clusters Score -2140272 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2141135.750000 Penalty: 4834.690430
	Iteration 12F: 3 clusters Score -2141136 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2141952.500000 Penalty: 4834.690430
	Iteration 13Q: 3 clusters Score -2141952 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2142436.750000 Penalty: 4834.690430
	Iteration 14Q: 3 clusters Score -2142437 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2142703.750000 Penalty: 4834.690430
	Iteration 15Q: 3 clusters Score -2142704 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2142830.750000 Penalty: 4834.690430
	Iteration 16Q: 3 clusters Score -2142831 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2142882.000000 Penalty: 4834.690430
	Iteration 17Q: 3 clusters Score -2142882 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2142914.000000 Penalty: 4834.690430
	Iteration 18Q: 3 clusters Score -2142914 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2142940.000000 Penalty: 4834.690430
	Iteration 19Q: 3 clusters Score -2142940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2142947.250000 Penalty: 4834.690430
	Iteration 20F: 3 clusters Score -2142947 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2142958.000000 Penalty: 4834.690430
	Iteration 21Q: 3 clusters Score -2142958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2142963.500000 Penalty: 4834.690430
	Iteration 22Q: 3 clusters Score -2142964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2142972.500000 Penalty: 4834.690430
	Iteration 23Q: 3 clusters Score -2142972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2142978.250000 Penalty: 4834.690430
	Iteration 24Q: 3 clusters Score -2142978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2142979.500000 Penalty: 4834.690430
	Iteration 25Q: 3 clusters Score -2142980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2142991.000000 Penalty: 4834.690430
	Iteration 26Q: 3 clusters Score -2142991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2142992.250000 Penalty: 4834.690430
	Iteration 27Q: 3 clusters Score -2142992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2142999.750000 Penalty: 4834.690430
	Iteration 28Q: 3 clusters Score -2143000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2143000.750000 Penalty: 4834.690430
	Iteration 29Q: 3 clusters Score -2143001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2143004.500000 Penalty: 4834.690430
	Iteration 30Q: 3 clusters Score -2143004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2143008.000000 Penalty: 4834.690430
	Iteration 31Q: 3 clusters Score -2143008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2143006.750000 Penalty: 4834.690430
	Iteration 32Q: 3 clusters Score -2143007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2143010.250000 Penalty: 4834.690430
	Iteration 33Q: 3 clusters Score -2143010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2143012.250000 Penalty: 4834.690430
	Iteration 34Q: 3 clusters Score -2143012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2143016.500000 Penalty: 4834.690430
	Iteration 35Q: 3 clusters Score -2143016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2143016.500000 Penalty: 4834.690430
	Iteration 36F: 3 clusters Score -2143016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (292348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292348 members 
Entering Unmasked Estep 
Score: -36261680.000000 Penalty: 3121.253662
	Iteration 0F: 2 clusters Score -3.626168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146128 members 
Mstep: Class 2 contains 146220 members 
Entering Unmasked Estep 
Score: -36075500.000000 Penalty: 6242.507324
	Iteration 0F: 3 clusters Score -3.60755e+07 nChanged 141413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146339 members 
Mstep: Class 2 contains 146009 members 
Entering Unmasked Estep 
Score: -36159432.000000 Penalty: 6242.507324
	Iteration 1F: 3 clusters Score -3.615943e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146972 members 
Mstep: Class 2 contains 145376 members 
Entering Unmasked Estep 
Score: -36160372.000000 Penalty: 6242.507324
	Iteration 2Q: 3 clusters Score -3.616037e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147939 members 
Mstep: Class 2 contains 144409 members 
Entering Unmasked Estep 
Score: -36161532.000000 Penalty: 6242.507324
	Iteration 3Q: 3 clusters Score -3.616153e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149515 members 
Mstep: Class 2 contains 142833 members 
Entering Unmasked Estep 
Score: -36163124.000000 Penalty: 6242.507324
	Iteration 4Q: 3 clusters Score -3.616312e+07 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152061 members 
Mstep: Class 2 contains 140287 members 
Entering Unmasked Estep 
Score: -36164740.000000 Penalty: 6242.507324
	Iteration 5Q: 3 clusters Score -3.616474e+07 nChanged 9380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156047 members 
Mstep: Class 2 contains 136301 members 
Entering Unmasked Estep 
Score: -36167272.000000 Penalty: 6242.507324
	Iteration 6Q: 3 clusters Score -3.616727e+07 nChanged 11472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161909 members 
Mstep: Class 2 contains 130439 members 
Entering Unmasked Estep 
Score: -36171316.000000 Penalty: 6242.507324
	Iteration 7Q: 3 clusters Score -3.617132e+07 nChanged 14487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170390 members 
Mstep: Class 2 contains 121958 members 
Entering Unmasked Estep 
Score: -36178240.000000 Penalty: 6242.507324
	Iteration 8Q: 3 clusters Score -3.617824e+07 nChanged 17989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181825 members 
Mstep: Class 2 contains 110523 members 
Entering Unmasked Estep 
Score: -36188528.000000 Penalty: 6242.507324
	Iteration 9F: 3 clusters Score -3.618853e+07 nChanged 20774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195735 members 
Mstep: Class 2 contains 96613 members 
Entering Unmasked Estep 
Score: -36202472.000000 Penalty: 6242.507324
	Iteration 10F: 3 clusters Score -3.620247e+07 nChanged 21088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209989 members 
Mstep: Class 2 contains 82359 members 
Entering Unmasked Estep 
Score: -36219256.000000 Penalty: 6242.507324
	Iteration 11F: 3 clusters Score -3.621926e+07 nChanged 17819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221780 members 
Mstep: Class 2 contains 70568 members 
Entering Unmasked Estep 
Score: -36233764.000000 Penalty: 6242.507324
	Iteration 12F: 3 clusters Score -3.623376e+07 nChanged 13164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229832 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -36243560.000000 Penalty: 6242.507324
	Iteration 13Q: 3 clusters Score -3.624356e+07 nChanged 8856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235222 members 
Mstep: Class 2 contains 57126 members 
Entering Unmasked Estep 
Score: -36249056.000000 Penalty: 6242.507324
	Iteration 14Q: 3 clusters Score -3.624906e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239591 members 
Mstep: Class 2 contains 52757 members 
Entering Unmasked Estep 
Score: -36252216.000000 Penalty: 6242.507324
	Iteration 15Q: 3 clusters Score -3.625222e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243656 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -36254352.000000 Penalty: 6242.507324
	Iteration 16Q: 3 clusters Score -3.625435e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247723 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -36256024.000000 Penalty: 6242.507324
	Iteration 17Q: 3 clusters Score -3.625602e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251694 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -36257064.000000 Penalty: 6242.507324
	Iteration 18Q: 3 clusters Score -3.625706e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255601 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -36258248.000000 Penalty: 6242.507324
	Iteration 19Q: 3 clusters Score -3.625825e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259314 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -36258908.000000 Penalty: 6242.507324
	Iteration 20F: 3 clusters Score -3.625891e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262887 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -36259428.000000 Penalty: 6242.507324
	Iteration 21Q: 3 clusters Score -3.625943e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266175 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -36259800.000000 Penalty: 6242.507324
	Iteration 22Q: 3 clusters Score -3.62598e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269168 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -36259944.000000 Penalty: 6242.507324
	Iteration 23Q: 3 clusters Score -3.625994e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271838 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -36260272.000000 Penalty: 6242.507324
	Iteration 24Q: 3 clusters Score -3.626027e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274324 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -36260484.000000 Penalty: 6242.507324
	Iteration 25Q: 3 clusters Score -3.626048e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276517 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -36260884.000000 Penalty: 6242.507324
	Iteration 26Q: 3 clusters Score -3.626088e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278392 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -36260888.000000 Penalty: 6242.507324
	Iteration 27Q: 3 clusters Score -3.626089e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280005 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -36260968.000000 Penalty: 6242.507324
	Iteration 28Q: 3 clusters Score -3.626097e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281457 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -36261116.000000 Penalty: 6242.507324
	Iteration 29Q: 3 clusters Score -3.626112e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282729 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -36260884.000000 Penalty: 6242.507324
	Iteration 30Q: 3 clusters Score -3.626088e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283765 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -36260928.000000 Penalty: 6242.507324
	Iteration 31Q: 3 clusters Score -3.626093e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284592 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -36260792.000000 Penalty: 6242.507324
	Iteration 32Q: 3 clusters Score -3.626079e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285319 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -36260744.000000 Penalty: 6242.507324
	Iteration 33Q: 3 clusters Score -3.626074e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285971 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -36260672.000000 Penalty: 6242.507324
	Iteration 34Q: 3 clusters Score -3.626067e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286531 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -36260740.000000 Penalty: 6242.507324
	Iteration 35Q: 3 clusters Score -3.626074e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286990 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -36260704.000000 Penalty: 6242.507324
	Iteration 36Q: 3 clusters Score -3.62607e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287407 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -36260668.000000 Penalty: 6242.507324
	Iteration 37Q: 3 clusters Score -3.626067e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287762 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -36260600.000000 Penalty: 6242.507324
	Iteration 38Q: 3 clusters Score -3.62606e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288054 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -36260512.000000 Penalty: 6242.507324
	Iteration 39Q: 3 clusters Score -3.626051e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288319 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -36260480.000000 Penalty: 6242.507324
	Iteration 40F: 3 clusters Score -3.626048e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288577 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -36260440.000000 Penalty: 6242.507324
	Iteration 41Q: 3 clusters Score -3.626044e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288794 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -36260508.000000 Penalty: 6242.507324
	Iteration 42Q: 3 clusters Score -3.626051e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288962 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -36260464.000000 Penalty: 6242.507324
	Iteration 43Q: 3 clusters Score -3.626046e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289096 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -36260420.000000 Penalty: 6242.507324
	Iteration 44Q: 3 clusters Score -3.626042e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289224 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -36260416.000000 Penalty: 6242.507324
	Iteration 45Q: 3 clusters Score -3.626042e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289332 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -36260384.000000 Penalty: 6242.507324
	Iteration 46Q: 3 clusters Score -3.626038e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289426 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -36260352.000000 Penalty: 6242.507324
	Iteration 47Q: 3 clusters Score -3.626035e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289500 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -36260332.000000 Penalty: 6242.507324
	Iteration 48Q: 3 clusters Score -3.626033e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289563 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -36260340.000000 Penalty: 6242.507324
	Iteration 49Q: 3 clusters Score -3.626034e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289622 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -36260368.000000 Penalty: 6242.507324
	Iteration 50Q: 3 clusters Score -3.626037e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289674 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -36260304.000000 Penalty: 6242.507324
	Iteration 51Q: 3 clusters Score -3.62603e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289715 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -36260260.000000 Penalty: 6242.507324
	Iteration 52Q: 3 clusters Score -3.626026e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289766 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -36260256.000000 Penalty: 6242.507324
	Iteration 53Q: 3 clusters Score -3.626026e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289815 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -36260240.000000 Penalty: 6242.507324
	Iteration 54Q: 3 clusters Score -3.626024e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289856 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -36260224.000000 Penalty: 6242.507324
	Iteration 55Q: 3 clusters Score -3.626022e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289896 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -36260196.000000 Penalty: 6242.507324
	Iteration 56Q: 3 clusters Score -3.62602e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289937 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -36260240.000000 Penalty: 6242.507324
	Iteration 57Q: 3 clusters Score -3.626024e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289967 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -36260212.000000 Penalty: 6242.507324
	Iteration 58Q: 3 clusters Score -3.626021e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290000 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -36260184.000000 Penalty: 6242.507324
	Iteration 59Q: 3 clusters Score -3.626018e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290025 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -36260176.000000 Penalty: 6242.507324
	Iteration 60F: 3 clusters Score -3.626018e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290048 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -36260216.000000 Penalty: 6242.507324
	Iteration 61Q: 3 clusters Score -3.626022e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290064 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -36260180.000000 Penalty: 6242.507324
	Iteration 62Q: 3 clusters Score -3.626018e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290085 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -36260176.000000 Penalty: 6242.507324
	Iteration 63Q: 3 clusters Score -3.626018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290103 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -36260168.000000 Penalty: 6242.507324
	Iteration 64Q: 3 clusters Score -3.626017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290115 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -36260184.000000 Penalty: 6242.507324
	Iteration 65Q: 3 clusters Score -3.626018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290130 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -36260164.000000 Penalty: 6242.507324
	Iteration 66Q: 3 clusters Score -3.626016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290141 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -36260180.000000 Penalty: 6242.507324
	Iteration 67Q: 3 clusters Score -3.626018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290155 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -36260180.000000 Penalty: 6242.507324
	Iteration 68Q: 3 clusters Score -3.626018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290162 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -36260180.000000 Penalty: 6242.507324
	Iteration 69Q: 3 clusters Score -3.626018e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290172 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -36260176.000000 Penalty: 6242.507324
	Iteration 70Q: 3 clusters Score -3.626018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290181 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -36260188.000000 Penalty: 6242.507324
	Iteration 71Q: 3 clusters Score -3.626019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290189 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -36260200.000000 Penalty: 6242.507324
	Iteration 72Q: 3 clusters Score -3.62602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290195 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -36260196.000000 Penalty: 6242.507324
	Iteration 73Q: 3 clusters Score -3.62602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290204 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -36260212.000000 Penalty: 6242.507324
	Iteration 74Q: 3 clusters Score -3.626021e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290214 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -36260176.000000 Penalty: 6242.507324
	Iteration 75Q: 3 clusters Score -3.626018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290223 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -36260184.000000 Penalty: 6242.507324
	Iteration 76Q: 3 clusters Score -3.626018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290231 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -36260168.000000 Penalty: 6242.507324
	Iteration 77Q: 3 clusters Score -3.626017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290239 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -36260152.000000 Penalty: 6242.507324
	Iteration 78Q: 3 clusters Score -3.626015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290248 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -36260164.000000 Penalty: 6242.507324
	Iteration 79Q: 3 clusters Score -3.626016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290256 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -36260144.000000 Penalty: 6242.507324
	Iteration 80F: 3 clusters Score -3.626014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290267 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -36260176.000000 Penalty: 6242.507324
	Iteration 81Q: 3 clusters Score -3.626018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290273 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -36260164.000000 Penalty: 6242.507324
	Iteration 82Q: 3 clusters Score -3.626016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290282 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -36260144.000000 Penalty: 6242.507324
	Iteration 83Q: 3 clusters Score -3.626014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290291 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -36260156.000000 Penalty: 6242.507324
	Iteration 84Q: 3 clusters Score -3.626016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290294 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -36260148.000000 Penalty: 6242.507324
	Iteration 85Q: 3 clusters Score -3.626015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290298 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -36260156.000000 Penalty: 6242.507324
	Iteration 86Q: 3 clusters Score -3.626016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290301 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -36260124.000000 Penalty: 6242.507324
	Iteration 87Q: 3 clusters Score -3.626012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290303 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -36260136.000000 Penalty: 6242.507324
	Iteration 88Q: 3 clusters Score -3.626014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290304 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -36260132.000000 Penalty: 6242.507324
	Iteration 89Q: 3 clusters Score -3.626013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290306 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -36260152.000000 Penalty: 6242.507324
	Iteration 90Q: 3 clusters Score -3.626015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290307 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -36260140.000000 Penalty: 6242.507324
	Iteration 91Q: 3 clusters Score -3.626014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290307 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -36260140.000000 Penalty: 6242.507324
	Iteration 92F: 3 clusters Score -3.626014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -295668.718750 Penalty: 1962.099243
	Iteration 0F: 2 clusters Score -295668.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -292561.312500 Penalty: 3924.198486
	Iteration 0F: 3 clusters Score -292561.3 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -293228.343750 Penalty: 3924.198486
	Iteration 1F: 3 clusters Score -293228.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -293402.406250 Penalty: 3924.198486
	Iteration 2F: 3 clusters Score -293402.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -293512.000000 Penalty: 3924.198486
	Iteration 3Q: 3 clusters Score -293512 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -293593.031250 Penalty: 3924.198486
	Iteration 4Q: 3 clusters Score -293593 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -293654.812500 Penalty: 3924.198486
	Iteration 5Q: 3 clusters Score -293654.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -293701.031250 Penalty: 3924.198486
	Iteration 6Q: 3 clusters Score -293701 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -293732.468750 Penalty: 3924.198486
	Iteration 7Q: 3 clusters Score -293732.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -293755.937500 Penalty: 3924.198486
	Iteration 8Q: 3 clusters Score -293755.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -293775.000000 Penalty: 3924.198486
	Iteration 9Q: 3 clusters Score -293775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -293799.312500 Penalty: 3924.198486
	Iteration 10Q: 3 clusters Score -293799.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -293831.062500 Penalty: 3924.198486
	Iteration 11Q: 3 clusters Score -293831.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -293855.562500 Penalty: 3924.198486
	Iteration 12Q: 3 clusters Score -293855.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -293879.843750 Penalty: 3924.198486
	Iteration 13Q: 3 clusters Score -293879.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -293899.531250 Penalty: 3924.198486
	Iteration 14Q: 3 clusters Score -293899.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -293927.875000 Penalty: 3924.198486
	Iteration 15Q: 3 clusters Score -293927.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -293957.718750 Penalty: 3924.198486
	Iteration 16Q: 3 clusters Score -293957.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -293988.531250 Penalty: 3924.198486
	Iteration 17Q: 3 clusters Score -293988.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -294013.781250 Penalty: 3924.198486
	Iteration 18Q: 3 clusters Score -294013.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -294030.468750 Penalty: 3924.198486
	Iteration 19Q: 3 clusters Score -294030.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -294041.125000 Penalty: 3924.198486
	Iteration 20F: 3 clusters Score -294041.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -294057.156250 Penalty: 3924.198486
	Iteration 21Q: 3 clusters Score -294057.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -294066.468750 Penalty: 3924.198486
	Iteration 22Q: 3 clusters Score -294066.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -294075.250000 Penalty: 3924.198486
	Iteration 23Q: 3 clusters Score -294075.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -294080.812500 Penalty: 3924.198486
	Iteration 24Q: 3 clusters Score -294080.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -294084.437500 Penalty: 3924.198486
	Iteration 25Q: 3 clusters Score -294084.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -294087.187500 Penalty: 3924.198486
	Iteration 26Q: 3 clusters Score -294087.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -294089.593750 Penalty: 3924.198486
	Iteration 27Q: 3 clusters Score -294089.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -294091.968750 Penalty: 3924.198486
	Iteration 28Q: 3 clusters Score -294092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -294095.437500 Penalty: 3924.198486
	Iteration 29Q: 3 clusters Score -294095.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -294096.468750 Penalty: 3924.198486
	Iteration 30Q: 3 clusters Score -294096.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -294096.468750 Penalty: 3924.198486
	Iteration 31F: 3 clusters Score -294096.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Entering Unmasked Estep 
Score: -1014530.625000 Penalty: 2246.645020
	Iteration 0F: 2 clusters Score -1014531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1007811.812500 Penalty: 4493.290039
	Iteration 0F: 3 clusters Score -1007812 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1010079.125000 Penalty: 4493.290039
	Iteration 1F: 3 clusters Score -1010079 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1010718.187500 Penalty: 4493.290039
	Iteration 2F: 3 clusters Score -1010718 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1011305.000000 Penalty: 4493.290039
	Iteration 3F: 3 clusters Score -1011305 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1011843.562500 Penalty: 4493.290039
	Iteration 4F: 3 clusters Score -1011844 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1012273.437500 Penalty: 4493.290039
	Iteration 5F: 3 clusters Score -1012273 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1012624.500000 Penalty: 4493.290039
	Iteration 6F: 3 clusters Score -1012624 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1012892.687500 Penalty: 4493.290039
	Iteration 7Q: 3 clusters Score -1012893 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1013082.812500 Penalty: 4493.290039
	Iteration 8Q: 3 clusters Score -1013083 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1013212.375000 Penalty: 4493.290039
	Iteration 9Q: 3 clusters Score -1013212 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1013294.062500 Penalty: 4493.290039
	Iteration 10Q: 3 clusters Score -1013294 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1013349.625000 Penalty: 4493.290039
	Iteration 11Q: 3 clusters Score -1013350 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1013388.062500 Penalty: 4493.290039
	Iteration 12Q: 3 clusters Score -1013388 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1013425.875000 Penalty: 4493.290039
	Iteration 13Q: 3 clusters Score -1013426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1013447.500000 Penalty: 4493.290039
	Iteration 14Q: 3 clusters Score -1013448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1013462.000000 Penalty: 4493.290039
	Iteration 15Q: 3 clusters Score -1013462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1013475.687500 Penalty: 4493.290039
	Iteration 16Q: 3 clusters Score -1013476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1013486.875000 Penalty: 4493.290039
	Iteration 17Q: 3 clusters Score -1013487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1013491.750000 Penalty: 4493.290039
	Iteration 18Q: 3 clusters Score -1013492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1013498.812500 Penalty: 4493.290039
	Iteration 19Q: 3 clusters Score -1013499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1013503.500000 Penalty: 4493.290039
	Iteration 20F: 3 clusters Score -1013504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1013507.125000 Penalty: 4493.290039
	Iteration 21Q: 3 clusters Score -1013507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1013511.125000 Penalty: 4493.290039
	Iteration 22Q: 3 clusters Score -1013511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1013520.750000 Penalty: 4493.290039
	Iteration 23Q: 3 clusters Score -1013521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1013526.437500 Penalty: 4493.290039
	Iteration 24Q: 3 clusters Score -1013526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1013526.625000 Penalty: 4493.290039
	Iteration 25Q: 3 clusters Score -1013527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1013529.562500 Penalty: 4493.290039
	Iteration 26Q: 3 clusters Score -1013530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1013532.375000 Penalty: 4493.290039
	Iteration 27Q: 3 clusters Score -1013532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1013533.437500 Penalty: 4493.290039
	Iteration 28Q: 3 clusters Score -1013533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1013538.062500 Penalty: 4493.290039
	Iteration 29Q: 3 clusters Score -1013538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1013541.562500 Penalty: 4493.290039
	Iteration 30Q: 3 clusters Score -1013542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1013545.375000 Penalty: 4493.290039
	Iteration 31Q: 3 clusters Score -1013545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1013547.750000 Penalty: 4493.290039
	Iteration 32Q: 3 clusters Score -1013548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1013551.375000 Penalty: 4493.290039
	Iteration 33Q: 3 clusters Score -1013551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1013557.500000 Penalty: 4493.290039
	Iteration 34Q: 3 clusters Score -1013558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1013560.375000 Penalty: 4493.290039
	Iteration 35Q: 3 clusters Score -1013560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1013560.000000 Penalty: 4493.290039
	Iteration 36Q: 3 clusters Score -1013560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1013560.000000 Penalty: 4493.290039
	Iteration 37F: 3 clusters Score -1013560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Entering Unmasked Estep 
Score: -762217.875000 Penalty: 2170.836182
	Iteration 0F: 2 clusters Score -762217.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -756856.500000 Penalty: 4341.672363
	Iteration 0F: 3 clusters Score -756856.5 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -758230.812500 Penalty: 4341.672363
	Iteration 1F: 3 clusters Score -758230.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -758563.500000 Penalty: 4341.672363
	Iteration 2F: 3 clusters Score -758563.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -758888.687500 Penalty: 4341.672363
	Iteration 3F: 3 clusters Score -758888.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -759194.375000 Penalty: 4341.672363
	Iteration 4F: 3 clusters Score -759194.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -759557.875000 Penalty: 4341.672363
	Iteration 5F: 3 clusters Score -759557.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -759963.562500 Penalty: 4341.672363
	Iteration 6F: 3 clusters Score -759963.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -760338.750000 Penalty: 4341.672363
	Iteration 7F: 3 clusters Score -760338.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -760620.875000 Penalty: 4341.672363
	Iteration 8Q: 3 clusters Score -760620.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -760804.125000 Penalty: 4341.672363
	Iteration 9Q: 3 clusters Score -760804.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -760923.250000 Penalty: 4341.672363
	Iteration 10Q: 3 clusters Score -760923.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -760984.875000 Penalty: 4341.672363
	Iteration 11Q: 3 clusters Score -760984.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -761019.375000 Penalty: 4341.672363
	Iteration 12Q: 3 clusters Score -761019.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -761042.937500 Penalty: 4341.672363
	Iteration 13Q: 3 clusters Score -761042.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -761063.750000 Penalty: 4341.672363
	Iteration 14Q: 3 clusters Score -761063.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -761079.500000 Penalty: 4341.672363
	Iteration 15Q: 3 clusters Score -761079.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -761097.750000 Penalty: 4341.672363
	Iteration 16Q: 3 clusters Score -761097.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -761104.812500 Penalty: 4341.672363
	Iteration 17Q: 3 clusters Score -761104.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -761112.375000 Penalty: 4341.672363
	Iteration 18Q: 3 clusters Score -761112.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -761116.875000 Penalty: 4341.672363
	Iteration 19Q: 3 clusters Score -761116.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -761120.687500 Penalty: 4341.672363
	Iteration 20F: 3 clusters Score -761120.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -761125.375000 Penalty: 4341.672363
	Iteration 21Q: 3 clusters Score -761125.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -761128.562500 Penalty: 4341.672363
	Iteration 22Q: 3 clusters Score -761128.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -761130.562500 Penalty: 4341.672363
	Iteration 23Q: 3 clusters Score -761130.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -761132.812500 Penalty: 4341.672363
	Iteration 24Q: 3 clusters Score -761132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -761133.062500 Penalty: 4341.672363
	Iteration 25Q: 3 clusters Score -761133.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -761133.125000 Penalty: 4341.672363
	Iteration 26Q: 3 clusters Score -761133.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -761133.125000 Penalty: 4341.672363
	Iteration 27F: 3 clusters Score -761133.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Entering Unmasked Estep 
Score: -1613001.250000 Penalty: 2349.973633
	Iteration 0F: 2 clusters Score -1613001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1603265.500000 Penalty: 4699.947266
	Iteration 0F: 3 clusters Score -1603266 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1606250.875000 Penalty: 4699.947266
	Iteration 1F: 3 clusters Score -1606251 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1606614.375000 Penalty: 4699.947266
	Iteration 2F: 3 clusters Score -1606614 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1606909.000000 Penalty: 4699.947266
	Iteration 3F: 3 clusters Score -1606909 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1607155.750000 Penalty: 4699.947266
	Iteration 4Q: 3 clusters Score -1607156 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1607400.750000 Penalty: 4699.947266
	Iteration 5Q: 3 clusters Score -1607401 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1607654.875000 Penalty: 4699.947266
	Iteration 6Q: 3 clusters Score -1607655 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1607898.125000 Penalty: 4699.947266
	Iteration 7Q: 3 clusters Score -1607898 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1608141.250000 Penalty: 4699.947266
	Iteration 8Q: 3 clusters Score -1608141 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1608423.500000 Penalty: 4699.947266
	Iteration 9Q: 3 clusters Score -1608424 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1608792.750000 Penalty: 4699.947266
	Iteration 10Q: 3 clusters Score -1608793 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1609205.125000 Penalty: 4699.947266
	Iteration 11Q: 3 clusters Score -1609205 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1609591.625000 Penalty: 4699.947266
	Iteration 12Q: 3 clusters Score -1609592 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1609937.000000 Penalty: 4699.947266
	Iteration 13Q: 3 clusters Score -1609937 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1610195.750000 Penalty: 4699.947266
	Iteration 14Q: 3 clusters Score -1610196 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1610410.500000 Penalty: 4699.947266
	Iteration 15Q: 3 clusters Score -1610410 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1610572.375000 Penalty: 4699.947266
	Iteration 16Q: 3 clusters Score -1610572 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1610679.875000 Penalty: 4699.947266
	Iteration 17Q: 3 clusters Score -1610680 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1610746.000000 Penalty: 4699.947266
	Iteration 18Q: 3 clusters Score -1610746 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1610796.250000 Penalty: 4699.947266
	Iteration 19Q: 3 clusters Score -1610796 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1610856.000000 Penalty: 4699.947266
	Iteration 20F: 3 clusters Score -1610856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1610901.875000 Penalty: 4699.947266
	Iteration 21Q: 3 clusters Score -1610902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1610929.000000 Penalty: 4699.947266
	Iteration 22Q: 3 clusters Score -1610929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1610950.625000 Penalty: 4699.947266
	Iteration 23Q: 3 clusters Score -1610951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1610970.750000 Penalty: 4699.947266
	Iteration 24Q: 3 clusters Score -1610971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1610983.875000 Penalty: 4699.947266
	Iteration 25Q: 3 clusters Score -1610984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1610989.000000 Penalty: 4699.947266
	Iteration 26Q: 3 clusters Score -1610989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1610997.500000 Penalty: 4699.947266
	Iteration 27Q: 3 clusters Score -1610998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1611001.500000 Penalty: 4699.947266
	Iteration 28Q: 3 clusters Score -1611002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1611008.000000 Penalty: 4699.947266
	Iteration 29Q: 3 clusters Score -1611008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1611012.875000 Penalty: 4699.947266
	Iteration 30Q: 3 clusters Score -1611013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1611014.125000 Penalty: 4699.947266
	Iteration 31Q: 3 clusters Score -1611014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1611015.250000 Penalty: 4699.947266
	Iteration 32Q: 3 clusters Score -1611015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1611017.750000 Penalty: 4699.947266
	Iteration 33Q: 3 clusters Score -1611018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1611017.625000 Penalty: 4699.947266
	Iteration 34Q: 3 clusters Score -1611018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1611017.375000 Penalty: 4699.947266
	Iteration 35Q: 3 clusters Score -1611017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1611015.875000 Penalty: 4699.947266
	Iteration 36Q: 3 clusters Score -1611016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1611015.875000 Penalty: 4699.947266
	Iteration 37F: 3 clusters Score -1611016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (278524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278524 members 
Entering Unmasked Estep 
Score: -34528052.000000 Penalty: 3109.240234
	Iteration 0F: 2 clusters Score -3.452805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138996 members 
Mstep: Class 2 contains 139528 members 
Entering Unmasked Estep 
Score: -34349676.000000 Penalty: 6218.480469
	Iteration 0F: 3 clusters Score -3.434968e+07 nChanged 134340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132594 members 
Mstep: Class 2 contains 145930 members 
Entering Unmasked Estep 
Score: -34428060.000000 Penalty: 6218.480469
	Iteration 1F: 3 clusters Score -3.442806e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128420 members 
Mstep: Class 2 contains 150104 members 
Entering Unmasked Estep 
Score: -34429864.000000 Penalty: 6218.480469
	Iteration 2Q: 3 clusters Score -3.442986e+07 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122050 members 
Mstep: Class 2 contains 156474 members 
Entering Unmasked Estep 
Score: -34432764.000000 Penalty: 6218.480469
	Iteration 3Q: 3 clusters Score -3.443276e+07 nChanged 10846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112564 members 
Mstep: Class 2 contains 165960 members 
Entering Unmasked Estep 
Score: -34437192.000000 Penalty: 6218.480469
	Iteration 4Q: 3 clusters Score -3.443719e+07 nChanged 14071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99067 members 
Mstep: Class 2 contains 179457 members 
Entering Unmasked Estep 
Score: -34445120.000000 Penalty: 6218.480469
	Iteration 5F: 3 clusters Score -3.444512e+07 nChanged 18824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80463 members 
Mstep: Class 2 contains 198061 members 
Entering Unmasked Estep 
Score: -34457404.000000 Penalty: 6218.480469
	Iteration 6F: 3 clusters Score -3.44574e+07 nChanged 22997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57560 members 
Mstep: Class 2 contains 220964 members 
Entering Unmasked Estep 
Score: -34475204.000000 Penalty: 6218.480469
	Iteration 7F: 3 clusters Score -3.44752e+07 nChanged 23209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 244141 members 
Entering Unmasked Estep 
Score: -34494936.000000 Penalty: 6218.480469
	Iteration 8F: 3 clusters Score -3.449494e+07 nChanged 17702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 261833 members 
Entering Unmasked Estep 
Score: -34510384.000000 Penalty: 6218.480469
	Iteration 9F: 3 clusters Score -3.451038e+07 nChanged 9711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 271538 members 
Entering Unmasked Estep 
Score: -34519000.000000 Penalty: 6218.480469
	Iteration 10Q: 3 clusters Score -3.4519e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 275727 members 
Entering Unmasked Estep 
Score: -34522780.000000 Penalty: 6218.480469
	Iteration 11Q: 3 clusters Score -3.452278e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 277264 members 
Entering Unmasked Estep 
Score: -34524240.000000 Penalty: 6218.480469
	Iteration 12Q: 3 clusters Score -3.452424e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 277802 members 
Entering Unmasked Estep 
Score: -34524796.000000 Penalty: 6218.480469
	Iteration 13Q: 3 clusters Score -3.45248e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 277964 members 
Entering Unmasked Estep 
Score: -34524984.000000 Penalty: 6218.480469
	Iteration 14Q: 3 clusters Score -3.452498e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 278025 members 
Entering Unmasked Estep 
Score: -34525068.000000 Penalty: 6218.480469
	Iteration 15Q: 3 clusters Score -3.452507e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 278049 members 
Entering Unmasked Estep 
Score: -34525100.000000 Penalty: 6218.480469
	Iteration 16Q: 3 clusters Score -3.45251e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 278066 members 
Entering Unmasked Estep 
Score: -34525128.000000 Penalty: 6218.480469
	Iteration 17Q: 3 clusters Score -3.452513e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 278075 members 
Entering Unmasked Estep 
Score: -34525176.000000 Penalty: 6218.480469
	Iteration 18Q: 3 clusters Score -3.452518e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 278082 members 
Entering Unmasked Estep 
Score: -34525216.000000 Penalty: 6218.480469
	Iteration 19Q: 3 clusters Score -3.452522e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 278093 members 
Entering Unmasked Estep 
Score: -34525252.000000 Penalty: 6218.480469
	Iteration 20F: 3 clusters Score -3.452525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 278094 members 
Entering Unmasked Estep 
Score: -34525256.000000 Penalty: 6218.480469
	Iteration 21Q: 3 clusters Score -3.452526e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 278094 members 
Entering Unmasked Estep 
Score: -34525256.000000 Penalty: 6218.480469
	Iteration 22Q: 3 clusters Score -3.452526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 278093 members 
Entering Unmasked Estep 
Score: -34525264.000000 Penalty: 6218.480469
	Iteration 23Q: 3 clusters Score -3.452526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 278097 members 
Entering Unmasked Estep 
Score: -34525276.000000 Penalty: 6218.480469
	Iteration 24Q: 3 clusters Score -3.452528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 278100 members 
Entering Unmasked Estep 
Score: -34525264.000000 Penalty: 6218.480469
	Iteration 25Q: 3 clusters Score -3.452526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 278108 members 
Entering Unmasked Estep 
Score: -34525280.000000 Penalty: 6218.480469
	Iteration 26Q: 3 clusters Score -3.452528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 278115 members 
Entering Unmasked Estep 
Score: -34525284.000000 Penalty: 6218.480469
	Iteration 27Q: 3 clusters Score -3.452528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 278118 members 
Entering Unmasked Estep 
Score: -34525288.000000 Penalty: 6218.480469
	Iteration 28Q: 3 clusters Score -3.452529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 278113 members 
Entering Unmasked Estep 
Score: -34525288.000000 Penalty: 6218.480469
	Iteration 29Q: 3 clusters Score -3.452529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 278111 members 
Entering Unmasked Estep 
Score: -34525284.000000 Penalty: 6218.480469
	Iteration 30Q: 3 clusters Score -3.452528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 278111 members 
Entering Unmasked Estep 
Score: -34525288.000000 Penalty: 6218.480469
	Iteration 31Q: 3 clusters Score -3.452529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 278111 members 
Entering Unmasked Estep 
Score: -34525292.000000 Penalty: 6218.480469
	Iteration 32Q: 3 clusters Score -3.452529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 278112 members 
Entering Unmasked Estep 
Score: -34525308.000000 Penalty: 6218.480469
	Iteration 33Q: 3 clusters Score -3.452531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 278112 members 
Entering Unmasked Estep 
Score: -34525300.000000 Penalty: 6218.480469
	Iteration 34Q: 3 clusters Score -3.45253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 278110 members 
Entering Unmasked Estep 
Score: -34525300.000000 Penalty: 6218.480469
	Iteration 35Q: 3 clusters Score -3.45253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 278109 members 
Entering Unmasked Estep 
Score: -34525292.000000 Penalty: 6218.480469
	Iteration 36Q: 3 clusters Score -3.452529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 278109 members 
Entering Unmasked Estep 
Score: -34525292.000000 Penalty: 6218.480469
	Iteration 37F: 3 clusters Score -3.452529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (172492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172492 members 
Entering Unmasked Estep 
Score: -21618640.000000 Penalty: 2990.410400
	Iteration 0F: 2 clusters Score -2.161864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86302 members 
Mstep: Class 2 contains 86190 members 
Entering Unmasked Estep 
Score: -21504410.000000 Penalty: 5980.820801
	Iteration 0F: 3 clusters Score -2.150441e+07 nChanged 82544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86930 members 
Mstep: Class 2 contains 85562 members 
Entering Unmasked Estep 
Score: -21553032.000000 Penalty: 5980.820801
	Iteration 1F: 3 clusters Score -2.155303e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87229 members 
Mstep: Class 2 contains 85263 members 
Entering Unmasked Estep 
Score: -21554220.000000 Penalty: 5980.820801
	Iteration 2Q: 3 clusters Score -2.155422e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87711 members 
Mstep: Class 2 contains 84781 members 
Entering Unmasked Estep 
Score: -21555760.000000 Penalty: 5980.820801
	Iteration 3Q: 3 clusters Score -2.155576e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88511 members 
Mstep: Class 2 contains 83981 members 
Entering Unmasked Estep 
Score: -21557522.000000 Penalty: 5980.820801
	Iteration 4Q: 3 clusters Score -2.155752e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89750 members 
Mstep: Class 2 contains 82742 members 
Entering Unmasked Estep 
Score: -21559716.000000 Penalty: 5980.820801
	Iteration 5Q: 3 clusters Score -2.155972e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91572 members 
Mstep: Class 2 contains 80920 members 
Entering Unmasked Estep 
Score: -21562558.000000 Penalty: 5980.820801
	Iteration 6Q: 3 clusters Score -2.156256e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94017 members 
Mstep: Class 2 contains 78475 members 
Entering Unmasked Estep 
Score: -21566692.000000 Penalty: 5980.820801
	Iteration 7Q: 3 clusters Score -2.156669e+07 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96907 members 
Mstep: Class 2 contains 75585 members 
Entering Unmasked Estep 
Score: -21572188.000000 Penalty: 5980.820801
	Iteration 8F: 3 clusters Score -2.157219e+07 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99830 members 
Mstep: Class 2 contains 72662 members 
Entering Unmasked Estep 
Score: -21578970.000000 Penalty: 5980.820801
	Iteration 9F: 3 clusters Score -2.157897e+07 nChanged 9743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102407 members 
Mstep: Class 2 contains 70085 members 
Entering Unmasked Estep 
Score: -21585548.000000 Penalty: 5980.820801
	Iteration 10F: 3 clusters Score -2.158555e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104403 members 
Mstep: Class 2 contains 68089 members 
Entering Unmasked Estep 
Score: -21589802.000000 Penalty: 5980.820801
	Iteration 11Q: 3 clusters Score -2.15898e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106149 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -21591904.000000 Penalty: 5980.820801
	Iteration 12Q: 3 clusters Score -2.15919e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107902 members 
Mstep: Class 2 contains 64590 members 
Entering Unmasked Estep 
Score: -21592520.000000 Penalty: 5980.820801
	Iteration 13Q: 3 clusters Score -2.159252e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109637 members 
Mstep: Class 2 contains 62855 members 
Entering Unmasked Estep 
Score: -21592972.000000 Penalty: 5980.820801
	Iteration 14Q: 3 clusters Score -2.159297e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111411 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
Score: -21593376.000000 Penalty: 5980.820801
	Iteration 15Q: 3 clusters Score -2.159338e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113259 members 
Mstep: Class 2 contains 59233 members 
Entering Unmasked Estep 
Score: -21593942.000000 Penalty: 5980.820801
	Iteration 16Q: 3 clusters Score -2.159394e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115173 members 
Mstep: Class 2 contains 57319 members 
Entering Unmasked Estep 
Score: -21594530.000000 Penalty: 5980.820801
	Iteration 17Q: 3 clusters Score -2.159453e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117189 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
Score: -21595196.000000 Penalty: 5980.820801
	Iteration 18Q: 3 clusters Score -2.15952e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119356 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -21595776.000000 Penalty: 5980.820801
	Iteration 19Q: 3 clusters Score -2.159578e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121572 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -21596300.000000 Penalty: 5980.820801
	Iteration 20F: 3 clusters Score -2.15963e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123782 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -21596968.000000 Penalty: 5980.820801
	Iteration 21Q: 3 clusters Score -2.159697e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126008 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -21597638.000000 Penalty: 5980.820801
	Iteration 22Q: 3 clusters Score -2.159764e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128320 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -21598406.000000 Penalty: 5980.820801
	Iteration 23Q: 3 clusters Score -2.159841e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130837 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -21599120.000000 Penalty: 5980.820801
	Iteration 24Q: 3 clusters Score -2.159912e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133351 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -21599854.000000 Penalty: 5980.820801
	Iteration 25Q: 3 clusters Score -2.159985e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135886 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -21600774.000000 Penalty: 5980.820801
	Iteration 26Q: 3 clusters Score -2.160077e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138456 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -21601680.000000 Penalty: 5980.820801
	Iteration 27Q: 3 clusters Score -2.160168e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141100 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -21602738.000000 Penalty: 5980.820801
	Iteration 28Q: 3 clusters Score -2.160274e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143787 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -21603892.000000 Penalty: 5980.820801
	Iteration 29Q: 3 clusters Score -2.160389e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146341 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -21605078.000000 Penalty: 5980.820801
	Iteration 30Q: 3 clusters Score -2.160508e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148790 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -21606168.000000 Penalty: 5980.820801
	Iteration 31Q: 3 clusters Score -2.160617e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151157 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -21607094.000000 Penalty: 5980.820801
	Iteration 32Q: 3 clusters Score -2.160709e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153396 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -21608158.000000 Penalty: 5980.820801
	Iteration 33Q: 3 clusters Score -2.160816e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155567 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -21609088.000000 Penalty: 5980.820801
	Iteration 34Q: 3 clusters Score -2.160909e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157642 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -21610184.000000 Penalty: 5980.820801
	Iteration 35Q: 3 clusters Score -2.161018e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159595 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -21611218.000000 Penalty: 5980.820801
	Iteration 36Q: 3 clusters Score -2.161122e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161342 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -21612272.000000 Penalty: 5980.820801
	Iteration 37Q: 3 clusters Score -2.161227e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162876 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -21613068.000000 Penalty: 5980.820801
	Iteration 38Q: 3 clusters Score -2.161307e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164207 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -21613744.000000 Penalty: 5980.820801
	Iteration 39Q: 3 clusters Score -2.161374e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165323 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -21614290.000000 Penalty: 5980.820801
	Iteration 40F: 3 clusters Score -2.161429e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166274 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -21614706.000000 Penalty: 5980.820801
	Iteration 41Q: 3 clusters Score -2.161471e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167008 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -21615010.000000 Penalty: 5980.820801
	Iteration 42Q: 3 clusters Score -2.161501e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167600 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -21615216.000000 Penalty: 5980.820801
	Iteration 43Q: 3 clusters Score -2.161522e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168076 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -21615318.000000 Penalty: 5980.820801
	Iteration 44Q: 3 clusters Score -2.161532e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168482 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -21615466.000000 Penalty: 5980.820801
	Iteration 45Q: 3 clusters Score -2.161547e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168829 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -21615516.000000 Penalty: 5980.820801
	Iteration 46Q: 3 clusters Score -2.161552e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169140 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -21615588.000000 Penalty: 5980.820801
	Iteration 47Q: 3 clusters Score -2.161559e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169434 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -21615660.000000 Penalty: 5980.820801
	Iteration 48Q: 3 clusters Score -2.161566e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169685 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -21615746.000000 Penalty: 5980.820801
	Iteration 49Q: 3 clusters Score -2.161575e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169909 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -21615802.000000 Penalty: 5980.820801
	Iteration 50Q: 3 clusters Score -2.16158e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170101 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -21615806.000000 Penalty: 5980.820801
	Iteration 51Q: 3 clusters Score -2.161581e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170261 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -21615872.000000 Penalty: 5980.820801
	Iteration 52Q: 3 clusters Score -2.161587e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170410 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -21615920.000000 Penalty: 5980.820801
	Iteration 53Q: 3 clusters Score -2.161592e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170544 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -21615982.000000 Penalty: 5980.820801
	Iteration 54Q: 3 clusters Score -2.161598e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170654 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -21616030.000000 Penalty: 5980.820801
	Iteration 55Q: 3 clusters Score -2.161603e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170764 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -21616062.000000 Penalty: 5980.820801
	Iteration 56Q: 3 clusters Score -2.161606e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170855 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -21616078.000000 Penalty: 5980.820801
	Iteration 57Q: 3 clusters Score -2.161608e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170922 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -21616128.000000 Penalty: 5980.820801
	Iteration 58Q: 3 clusters Score -2.161613e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170980 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -21616142.000000 Penalty: 5980.820801
	Iteration 59Q: 3 clusters Score -2.161614e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171045 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -21616158.000000 Penalty: 5980.820801
	Iteration 60F: 3 clusters Score -2.161616e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171093 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -21616168.000000 Penalty: 5980.820801
	Iteration 61Q: 3 clusters Score -2.161617e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171128 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -21616192.000000 Penalty: 5980.820801
	Iteration 62Q: 3 clusters Score -2.161619e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171160 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -21616172.000000 Penalty: 5980.820801
	Iteration 63Q: 3 clusters Score -2.161617e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171188 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -21616186.000000 Penalty: 5980.820801
	Iteration 64Q: 3 clusters Score -2.161619e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171210 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -21616178.000000 Penalty: 5980.820801
	Iteration 65Q: 3 clusters Score -2.161618e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171231 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -21616198.000000 Penalty: 5980.820801
	Iteration 66Q: 3 clusters Score -2.16162e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171244 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -21616186.000000 Penalty: 5980.820801
	Iteration 67Q: 3 clusters Score -2.161619e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171252 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -21616192.000000 Penalty: 5980.820801
	Iteration 68Q: 3 clusters Score -2.161619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171258 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -21616206.000000 Penalty: 5980.820801
	Iteration 69Q: 3 clusters Score -2.161621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171264 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -21616208.000000 Penalty: 5980.820801
	Iteration 70Q: 3 clusters Score -2.161621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171268 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -21616218.000000 Penalty: 5980.820801
	Iteration 71Q: 3 clusters Score -2.161622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171270 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -21616224.000000 Penalty: 5980.820801
	Iteration 72Q: 3 clusters Score -2.161622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171272 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -21616210.000000 Penalty: 5980.820801
	Iteration 73Q: 3 clusters Score -2.161621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171273 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -21616232.000000 Penalty: 5980.820801
	Iteration 74Q: 3 clusters Score -2.161623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171275 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -21616224.000000 Penalty: 5980.820801
	Iteration 75Q: 3 clusters Score -2.161622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171276 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -21616220.000000 Penalty: 5980.820801
	Iteration 76Q: 3 clusters Score -2.161622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171276 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -21616220.000000 Penalty: 5980.820801
	Iteration 77F: 3 clusters Score -2.161622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Entering Unmasked Estep 
Score: -3031783.250000 Penalty: 2512.147217
	Iteration 0F: 2 clusters Score -3031783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -3014319.250000 Penalty: 5024.294434
	Iteration 0F: 3 clusters Score -3014319 nChanged 11213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -3020483.500000 Penalty: 5024.294434
	Iteration 1F: 3 clusters Score -3020484 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -3020966.250000 Penalty: 5024.294434
	Iteration 2F: 3 clusters Score -3020966 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -3021436.750000 Penalty: 5024.294434
	Iteration 3Q: 3 clusters Score -3021437 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -3021989.750000 Penalty: 5024.294434
	Iteration 4Q: 3 clusters Score -3021990 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -3022710.750000 Penalty: 5024.294434
	Iteration 5F: 3 clusters Score -3022711 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -3023668.250000 Penalty: 5024.294434
	Iteration 6F: 3 clusters Score -3023668 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -3024789.250000 Penalty: 5024.294434
	Iteration 7F: 3 clusters Score -3024789 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3025938.750000 Penalty: 5024.294434
	Iteration 8F: 3 clusters Score -3025939 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -3026931.250000 Penalty: 5024.294434
	Iteration 9F: 3 clusters Score -3026931 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -3027689.000000 Penalty: 5024.294434
	Iteration 10Q: 3 clusters Score -3027689 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -3028310.500000 Penalty: 5024.294434
	Iteration 11Q: 3 clusters Score -3028310 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -3028750.250000 Penalty: 5024.294434
	Iteration 12Q: 3 clusters Score -3028750 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -3029033.250000 Penalty: 5024.294434
	Iteration 13Q: 3 clusters Score -3029033 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -3029260.500000 Penalty: 5024.294434
	Iteration 14Q: 3 clusters Score -3029260 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3029435.500000 Penalty: 5024.294434
	Iteration 15Q: 3 clusters Score -3029436 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -3029572.000000 Penalty: 5024.294434
	Iteration 16Q: 3 clusters Score -3029572 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3029687.750000 Penalty: 5024.294434
	Iteration 17Q: 3 clusters Score -3029688 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3029835.750000 Penalty: 5024.294434
	Iteration 18Q: 3 clusters Score -3029836 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -3029943.250000 Penalty: 5024.294434
	Iteration 19Q: 3 clusters Score -3029943 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3030066.250000 Penalty: 5024.294434
	Iteration 20F: 3 clusters Score -3030066 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3030170.750000 Penalty: 5024.294434
	Iteration 21Q: 3 clusters Score -3030171 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3030253.000000 Penalty: 5024.294434
	Iteration 22Q: 3 clusters Score -3030253 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3030345.250000 Penalty: 5024.294434
	Iteration 23Q: 3 clusters Score -3030345 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3030400.250000 Penalty: 5024.294434
	Iteration 24Q: 3 clusters Score -3030400 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3030478.000000 Penalty: 5024.294434
	Iteration 25Q: 3 clusters Score -3030478 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3030538.750000 Penalty: 5024.294434
	Iteration 26Q: 3 clusters Score -3030539 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3030595.750000 Penalty: 5024.294434
	Iteration 27Q: 3 clusters Score -3030596 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3030638.750000 Penalty: 5024.294434
	Iteration 28Q: 3 clusters Score -3030639 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3030660.250000 Penalty: 5024.294434
	Iteration 29Q: 3 clusters Score -3030660 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3030669.000000 Penalty: 5024.294434
	Iteration 30Q: 3 clusters Score -3030669 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3030683.000000 Penalty: 5024.294434
	Iteration 31Q: 3 clusters Score -3030683 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3030693.750000 Penalty: 5024.294434
	Iteration 32Q: 3 clusters Score -3030694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3030703.500000 Penalty: 5024.294434
	Iteration 33Q: 3 clusters Score -3030704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3030707.250000 Penalty: 5024.294434
	Iteration 34Q: 3 clusters Score -3030707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3030708.250000 Penalty: 5024.294434
	Iteration 35Q: 3 clusters Score -3030708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3030719.250000 Penalty: 5024.294434
	Iteration 36Q: 3 clusters Score -3030719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3030727.250000 Penalty: 5024.294434
	Iteration 37Q: 3 clusters Score -3030727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3030722.750000 Penalty: 5024.294434
	Iteration 38Q: 3 clusters Score -3030723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3030721.750000 Penalty: 5024.294434
	Iteration 39Q: 3 clusters Score -3030722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3030727.750000 Penalty: 5024.294434
	Iteration 40F: 3 clusters Score -3030728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3030730.750000 Penalty: 5024.294434
	Iteration 41Q: 3 clusters Score -3030731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3030735.250000 Penalty: 5024.294434
	Iteration 42Q: 3 clusters Score -3030735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3030735.500000 Penalty: 5024.294434
	Iteration 43Q: 3 clusters Score -3030736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3030737.500000 Penalty: 5024.294434
	Iteration 44Q: 3 clusters Score -3030738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3030735.250000 Penalty: 5024.294434
	Iteration 45Q: 3 clusters Score -3030735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3030732.750000 Penalty: 5024.294434
	Iteration 46Q: 3 clusters Score -3030733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3030736.750000 Penalty: 5024.294434
	Iteration 47Q: 3 clusters Score -3030737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3030734.500000 Penalty: 5024.294434
	Iteration 48Q: 3 clusters Score -3030734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3030734.250000 Penalty: 5024.294434
	Iteration 49Q: 3 clusters Score -3030734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3030735.000000 Penalty: 5024.294434
	Iteration 50Q: 3 clusters Score -3030735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3030735.000000 Penalty: 5024.294434
	Iteration 51F: 3 clusters Score -3030735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Entering Unmasked Estep 
Score: -4463854.000000 Penalty: 2605.921631
	Iteration 0F: 2 clusters Score -4463854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -4438945.000000 Penalty: 5211.843262
	Iteration 0F: 3 clusters Score -4438945 nChanged 16603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -4447972.500000 Penalty: 5211.843262
	Iteration 1F: 3 clusters Score -4447972 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -4448649.500000 Penalty: 5211.843262
	Iteration 2Q: 3 clusters Score -4448650 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -4449462.000000 Penalty: 5211.843262
	Iteration 3F: 3 clusters Score -4449462 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -4450573.500000 Penalty: 5211.843262
	Iteration 4F: 3 clusters Score -4450574 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -4452123.500000 Penalty: 5211.843262
	Iteration 5F: 3 clusters Score -4452124 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -4454172.500000 Penalty: 5211.843262
	Iteration 6F: 3 clusters Score -4454172 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -4456416.500000 Penalty: 5211.843262
	Iteration 7F: 3 clusters Score -4456416 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -4458531.500000 Penalty: 5211.843262
	Iteration 8F: 3 clusters Score -4458532 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -4460010.500000 Penalty: 5211.843262
	Iteration 9Q: 3 clusters Score -4460010 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -4460769.000000 Penalty: 5211.843262
	Iteration 10Q: 3 clusters Score -4460769 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -4461169.000000 Penalty: 5211.843262
	Iteration 11Q: 3 clusters Score -4461169 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -4461341.500000 Penalty: 5211.843262
	Iteration 12Q: 3 clusters Score -4461342 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -4461464.500000 Penalty: 5211.843262
	Iteration 13Q: 3 clusters Score -4461464 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -4461525.000000 Penalty: 5211.843262
	Iteration 14Q: 3 clusters Score -4461525 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -4461568.500000 Penalty: 5211.843262
	Iteration 15Q: 3 clusters Score -4461568 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -4461595.500000 Penalty: 5211.843262
	Iteration 16Q: 3 clusters Score -4461596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -4461623.500000 Penalty: 5211.843262
	Iteration 17Q: 3 clusters Score -4461624 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -4461645.000000 Penalty: 5211.843262
	Iteration 18Q: 3 clusters Score -4461645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -4461662.000000 Penalty: 5211.843262
	Iteration 19Q: 3 clusters Score -4461662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -4461695.000000 Penalty: 5211.843262
	Iteration 20F: 3 clusters Score -4461695 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -4461711.500000 Penalty: 5211.843262
	Iteration 21Q: 3 clusters Score -4461712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -4461728.000000 Penalty: 5211.843262
	Iteration 22Q: 3 clusters Score -4461728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -4461730.000000 Penalty: 5211.843262
	Iteration 23Q: 3 clusters Score -4461730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -4461727.000000 Penalty: 5211.843262
	Iteration 24Q: 3 clusters Score -4461727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -4461735.000000 Penalty: 5211.843262
	Iteration 25Q: 3 clusters Score -4461735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -4461732.000000 Penalty: 5211.843262
	Iteration 26Q: 3 clusters Score -4461732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -4461735.000000 Penalty: 5211.843262
	Iteration 27Q: 3 clusters Score -4461735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -4461733.500000 Penalty: 5211.843262
	Iteration 28Q: 3 clusters Score -4461734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -4461739.000000 Penalty: 5211.843262
	Iteration 29Q: 3 clusters Score -4461739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -4461739.000000 Penalty: 5211.843262
	Iteration 30Q: 3 clusters Score -4461739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -4461740.500000 Penalty: 5211.843262
	Iteration 31Q: 3 clusters Score -4461740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -4461739.500000 Penalty: 5211.843262
	Iteration 32Q: 3 clusters Score -4461740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -4461739.500000 Penalty: 5211.843262
	Iteration 33F: 3 clusters Score -4461740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Entering Unmasked Estep 
Score: -1744548.750000 Penalty: 2379.473145
	Iteration 0F: 2 clusters Score -1744549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1733905.000000 Penalty: 4758.946289
	Iteration 0F: 3 clusters Score -1733905 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1737336.500000 Penalty: 4758.946289
	Iteration 1F: 3 clusters Score -1737336 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1737731.500000 Penalty: 4758.946289
	Iteration 2F: 3 clusters Score -1737732 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1738078.375000 Penalty: 4758.946289
	Iteration 3F: 3 clusters Score -1738078 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1738357.125000 Penalty: 4758.946289
	Iteration 4Q: 3 clusters Score -1738357 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1738574.625000 Penalty: 4758.946289
	Iteration 5Q: 3 clusters Score -1738575 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1738788.250000 Penalty: 4758.946289
	Iteration 6Q: 3 clusters Score -1738788 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1739054.625000 Penalty: 4758.946289
	Iteration 7Q: 3 clusters Score -1739055 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1739350.250000 Penalty: 4758.946289
	Iteration 8Q: 3 clusters Score -1739350 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1739642.875000 Penalty: 4758.946289
	Iteration 9Q: 3 clusters Score -1739643 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1739938.125000 Penalty: 4758.946289
	Iteration 10Q: 3 clusters Score -1739938 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1740230.500000 Penalty: 4758.946289
	Iteration 11Q: 3 clusters Score -1740230 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1740537.125000 Penalty: 4758.946289
	Iteration 12Q: 3 clusters Score -1740537 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1740824.000000 Penalty: 4758.946289
	Iteration 13Q: 3 clusters Score -1740824 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1741047.750000 Penalty: 4758.946289
	Iteration 14Q: 3 clusters Score -1741048 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1741213.500000 Penalty: 4758.946289
	Iteration 15Q: 3 clusters Score -1741214 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1741354.500000 Penalty: 4758.946289
	Iteration 16Q: 3 clusters Score -1741354 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1741505.250000 Penalty: 4758.946289
	Iteration 17Q: 3 clusters Score -1741505 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1741650.125000 Penalty: 4758.946289
	Iteration 18Q: 3 clusters Score -1741650 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1741774.000000 Penalty: 4758.946289
	Iteration 19Q: 3 clusters Score -1741774 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1741870.500000 Penalty: 4758.946289
	Iteration 20F: 3 clusters Score -1741870 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1741976.625000 Penalty: 4758.946289
	Iteration 21Q: 3 clusters Score -1741977 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1742056.625000 Penalty: 4758.946289
	Iteration 22Q: 3 clusters Score -1742057 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1742113.250000 Penalty: 4758.946289
	Iteration 23Q: 3 clusters Score -1742113 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1742168.250000 Penalty: 4758.946289
	Iteration 24Q: 3 clusters Score -1742168 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1742217.250000 Penalty: 4758.946289
	Iteration 25Q: 3 clusters Score -1742217 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1742247.250000 Penalty: 4758.946289
	Iteration 26Q: 3 clusters Score -1742247 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1742278.750000 Penalty: 4758.946289
	Iteration 27Q: 3 clusters Score -1742279 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1742318.250000 Penalty: 4758.946289
	Iteration 28Q: 3 clusters Score -1742318 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1742342.375000 Penalty: 4758.946289
	Iteration 29Q: 3 clusters Score -1742342 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1742368.375000 Penalty: 4758.946289
	Iteration 30Q: 3 clusters Score -1742368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1742390.875000 Penalty: 4758.946289
	Iteration 31Q: 3 clusters Score -1742391 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1742414.875000 Penalty: 4758.946289
	Iteration 32Q: 3 clusters Score -1742415 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1742435.000000 Penalty: 4758.946289
	Iteration 33Q: 3 clusters Score -1742435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1742452.500000 Penalty: 4758.946289
	Iteration 34Q: 3 clusters Score -1742452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1742468.000000 Penalty: 4758.946289
	Iteration 35Q: 3 clusters Score -1742468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1742485.125000 Penalty: 4758.946289
	Iteration 36Q: 3 clusters Score -1742485 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1742499.875000 Penalty: 4758.946289
	Iteration 37Q: 3 clusters Score -1742500 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1742529.125000 Penalty: 4758.946289
	Iteration 38Q: 3 clusters Score -1742529 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1742548.375000 Penalty: 4758.946289
	Iteration 39Q: 3 clusters Score -1742548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1742567.375000 Penalty: 4758.946289
	Iteration 40F: 3 clusters Score -1742567 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1742588.125000 Penalty: 4758.946289
	Iteration 41Q: 3 clusters Score -1742588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1742608.000000 Penalty: 4758.946289
	Iteration 42Q: 3 clusters Score -1742608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1742625.375000 Penalty: 4758.946289
	Iteration 43Q: 3 clusters Score -1742625 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1742648.500000 Penalty: 4758.946289
	Iteration 44Q: 3 clusters Score -1742648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1742672.500000 Penalty: 4758.946289
	Iteration 45Q: 3 clusters Score -1742672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1742684.375000 Penalty: 4758.946289
	Iteration 46Q: 3 clusters Score -1742684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1742700.875000 Penalty: 4758.946289
	Iteration 47Q: 3 clusters Score -1742701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1742712.000000 Penalty: 4758.946289
	Iteration 48Q: 3 clusters Score -1742712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1742725.500000 Penalty: 4758.946289
	Iteration 49Q: 3 clusters Score -1742726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1742737.500000 Penalty: 4758.946289
	Iteration 50Q: 3 clusters Score -1742738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1742743.500000 Penalty: 4758.946289
	Iteration 51Q: 3 clusters Score -1742744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1742747.625000 Penalty: 4758.946289
	Iteration 52Q: 3 clusters Score -1742748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1742749.125000 Penalty: 4758.946289
	Iteration 53Q: 3 clusters Score -1742749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1742750.750000 Penalty: 4758.946289
	Iteration 54Q: 3 clusters Score -1742751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1742751.375000 Penalty: 4758.946289
	Iteration 55Q: 3 clusters Score -1742751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1742754.250000 Penalty: 4758.946289
	Iteration 56Q: 3 clusters Score -1742754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1742756.375000 Penalty: 4758.946289
	Iteration 57Q: 3 clusters Score -1742756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1742757.125000 Penalty: 4758.946289
	Iteration 58Q: 3 clusters Score -1742757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1742758.000000 Penalty: 4758.946289
	Iteration 59Q: 3 clusters Score -1742758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1742758.375000 Penalty: 4758.946289
	Iteration 60F: 3 clusters Score -1742758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1742760.625000 Penalty: 4758.946289
	Iteration 61Q: 3 clusters Score -1742761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1742760.625000 Penalty: 4758.946289
	Iteration 62F: 3 clusters Score -1742761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Entering Unmasked Estep 
Score: -380578.437500 Penalty: 2051.343994
	Iteration 0F: 2 clusters Score -380578.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -376784.218750 Penalty: 4102.687988
	Iteration 0F: 3 clusters Score -376784.2 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -377850.843750 Penalty: 4102.687988
	Iteration 1F: 3 clusters Score -377850.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -378353.687500 Penalty: 4102.687988
	Iteration 2F: 3 clusters Score -378353.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -378749.218750 Penalty: 4102.687988
	Iteration 3F: 3 clusters Score -378749.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -379047.250000 Penalty: 4102.687988
	Iteration 4F: 3 clusters Score -379047.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -379298.718750 Penalty: 4102.687988
	Iteration 5F: 3 clusters Score -379298.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -379505.531250 Penalty: 4102.687988
	Iteration 6F: 3 clusters Score -379505.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -379624.093750 Penalty: 4102.687988
	Iteration 7Q: 3 clusters Score -379624.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -379686.625000 Penalty: 4102.687988
	Iteration 8Q: 3 clusters Score -379686.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -379723.031250 Penalty: 4102.687988
	Iteration 9Q: 3 clusters Score -379723 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -379741.406250 Penalty: 4102.687988
	Iteration 10Q: 3 clusters Score -379741.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -379748.343750 Penalty: 4102.687988
	Iteration 11Q: 3 clusters Score -379748.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -379751.875000 Penalty: 4102.687988
	Iteration 12Q: 3 clusters Score -379751.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -379752.812500 Penalty: 4102.687988
	Iteration 13Q: 3 clusters Score -379752.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -379754.968750 Penalty: 4102.687988
	Iteration 14Q: 3 clusters Score -379755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -379755.593750 Penalty: 4102.687988
	Iteration 15Q: 3 clusters Score -379755.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -379755.500000 Penalty: 4102.687988
	Iteration 16Q: 3 clusters Score -379755.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -379755.500000 Penalty: 4102.687988
	Iteration 17F: 3 clusters Score -379755.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (78008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78008 members 
Entering Unmasked Estep 
Score: -9435254.000000 Penalty: 2793.612549
	Iteration 0F: 2 clusters Score -9435254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -9382996.000000 Penalty: 5587.225098
	Iteration 0F: 3 clusters Score -9382996 nChanged 36742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -9403678.000000 Penalty: 5587.225098
	Iteration 1F: 3 clusters Score -9403678 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -9404280.000000 Penalty: 5587.225098
	Iteration 2Q: 3 clusters Score -9404280 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -9405069.000000 Penalty: 5587.225098
	Iteration 3Q: 3 clusters Score -9405069 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -9406275.000000 Penalty: 5587.225098
	Iteration 4Q: 3 clusters Score -9406275 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -9408295.000000 Penalty: 5587.225098
	Iteration 5F: 3 clusters Score -9408295 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 55486 members 
Entering Unmasked Estep 
Score: -9411804.000000 Penalty: 5587.225098
	Iteration 6F: 3 clusters Score -9411804 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 61769 members 
Entering Unmasked Estep 
Score: -9417036.000000 Penalty: 5587.225098
	Iteration 7F: 3 clusters Score -9417036 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 68364 members 
Entering Unmasked Estep 
Score: -9423303.000000 Penalty: 5587.225098
	Iteration 8F: 3 clusters Score -9423303 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 73600 members 
Entering Unmasked Estep 
Score: -9428586.000000 Penalty: 5587.225098
	Iteration 9F: 3 clusters Score -9428586 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 76351 members 
Entering Unmasked Estep 
Score: -9431279.000000 Penalty: 5587.225098
	Iteration 10Q: 3 clusters Score -9431279 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 77331 members 
Entering Unmasked Estep 
Score: -9432204.000000 Penalty: 5587.225098
	Iteration 11Q: 3 clusters Score -9432204 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 77596 members 
Entering Unmasked Estep 
Score: -9432543.000000 Penalty: 5587.225098
	Iteration 12Q: 3 clusters Score -9432543 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 77666 members 
Entering Unmasked Estep 
Score: -9432662.000000 Penalty: 5587.225098
	Iteration 13Q: 3 clusters Score -9432662 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 77698 members 
Entering Unmasked Estep 
Score: -9432715.000000 Penalty: 5587.225098
	Iteration 14Q: 3 clusters Score -9432715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 77719 members 
Entering Unmasked Estep 
Score: -9432749.000000 Penalty: 5587.225098
	Iteration 15Q: 3 clusters Score -9432749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 77723 members 
Entering Unmasked Estep 
Score: -9432760.000000 Penalty: 5587.225098
	Iteration 16Q: 3 clusters Score -9432760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 77726 members 
Entering Unmasked Estep 
Score: -9432775.000000 Penalty: 5587.225098
	Iteration 17Q: 3 clusters Score -9432775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 77727 members 
Entering Unmasked Estep 
Score: -9432776.000000 Penalty: 5587.225098
	Iteration 18Q: 3 clusters Score -9432776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 77728 members 
Entering Unmasked Estep 
Score: -9432770.000000 Penalty: 5587.225098
	Iteration 19Q: 3 clusters Score -9432770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 77728 members 
Entering Unmasked Estep 
Score: -9432775.000000 Penalty: 5587.225098
	Iteration 20F: 3 clusters Score -9432775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 77730 members 
Entering Unmasked Estep 
Score: -9432780.000000 Penalty: 5587.225098
	Iteration 21Q: 3 clusters Score -9432780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 77733 members 
Entering Unmasked Estep 
Score: -9432784.000000 Penalty: 5587.225098
	Iteration 22Q: 3 clusters Score -9432784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 77733 members 
Entering Unmasked Estep 
Score: -9432782.000000 Penalty: 5587.225098
	Iteration 23Q: 3 clusters Score -9432782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 77734 members 
Entering Unmasked Estep 
Score: -9432793.000000 Penalty: 5587.225098
	Iteration 24Q: 3 clusters Score -9432793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 77735 members 
Entering Unmasked Estep 
Score: -9432792.000000 Penalty: 5587.225098
	Iteration 25Q: 3 clusters Score -9432792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 77735 members 
Entering Unmasked Estep 
Score: -9432793.000000 Penalty: 5587.225098
	Iteration 26Q: 3 clusters Score -9432793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 77735 members 
Entering Unmasked Estep 
Score: -9432793.000000 Penalty: 5587.225098
	Iteration 27F: 3 clusters Score -9432793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -193757.703125 Penalty: 1844.864990
	Iteration 0F: 2 clusters Score -193757.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -191342.968750 Penalty: 3689.729980
	Iteration 0F: 3 clusters Score -191343 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -191837.968750 Penalty: 3689.729980
	Iteration 1F: 3 clusters Score -191838 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -192045.343750 Penalty: 3689.729980
	Iteration 2F: 3 clusters Score -192045.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -192263.140625 Penalty: 3689.729980
	Iteration 3F: 3 clusters Score -192263.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -192478.406250 Penalty: 3689.729980
	Iteration 4F: 3 clusters Score -192478.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -192600.578125 Penalty: 3689.729980
	Iteration 5Q: 3 clusters Score -192600.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -192708.234375 Penalty: 3689.729980
	Iteration 6Q: 3 clusters Score -192708.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -192790.093750 Penalty: 3689.729980
	Iteration 7Q: 3 clusters Score -192790.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -192839.968750 Penalty: 3689.729980
	Iteration 8Q: 3 clusters Score -192840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -192892.921875 Penalty: 3689.729980
	Iteration 9Q: 3 clusters Score -192892.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -192941.921875 Penalty: 3689.729980
	Iteration 10Q: 3 clusters Score -192941.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -193038.078125 Penalty: 3689.729980
	Iteration 11Q: 3 clusters Score -193038.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -193163.390625 Penalty: 3689.729980
	Iteration 12Q: 3 clusters Score -193163.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -193309.734375 Penalty: 3689.729980
	Iteration 13Q: 3 clusters Score -193309.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -193439.984375 Penalty: 3689.729980
	Iteration 14Q: 3 clusters Score -193440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -193479.109375 Penalty: 3689.729980
	Iteration 15Q: 3 clusters Score -193479.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -193502.718750 Penalty: 3689.729980
	Iteration 16Q: 3 clusters Score -193502.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -193513.484375 Penalty: 3689.729980
	Iteration 17Q: 3 clusters Score -193513.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -193520.296875 Penalty: 3689.729980
	Iteration 18Q: 3 clusters Score -193520.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -193530.718750 Penalty: 3689.729980
	Iteration 19Q: 3 clusters Score -193530.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -193550.234375 Penalty: 3689.729980
	Iteration 20F: 3 clusters Score -193550.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -193572.062500 Penalty: 3689.729980
	Iteration 21Q: 3 clusters Score -193572.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -193590.046875 Penalty: 3689.729980
	Iteration 22Q: 3 clusters Score -193590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -193606.421875 Penalty: 3689.729980
	Iteration 23Q: 3 clusters Score -193606.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -193632.375000 Penalty: 3689.729980
	Iteration 24Q: 3 clusters Score -193632.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -193663.687500 Penalty: 3689.729980
	Iteration 25Q: 3 clusters Score -193663.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -193672.609375 Penalty: 3689.729980
	Iteration 26Q: 3 clusters Score -193672.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -193680.218750 Penalty: 3689.729980
	Iteration 27Q: 3 clusters Score -193680.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -193686.109375 Penalty: 3689.729980
	Iteration 28Q: 3 clusters Score -193686.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -193690.046875 Penalty: 3689.729980
	Iteration 29Q: 3 clusters Score -193690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -193692.953125 Penalty: 3689.729980
	Iteration 30Q: 3 clusters Score -193693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -193694.781250 Penalty: 3689.729980
	Iteration 31Q: 3 clusters Score -193694.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -193695.734375 Penalty: 3689.729980
	Iteration 32Q: 3 clusters Score -193695.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -193695.734375 Penalty: 3689.729980
	Iteration 33F: 3 clusters Score -193695.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -308858.406250 Penalty: 1962.643921
	Iteration 0F: 2 clusters Score -308858.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -305732.031250 Penalty: 3925.287842
	Iteration 0F: 3 clusters Score -305732 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -306391.531250 Penalty: 3925.287842
	Iteration 1F: 3 clusters Score -306391.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -306609.968750 Penalty: 3925.287842
	Iteration 2F: 3 clusters Score -306610 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -306720.156250 Penalty: 3925.287842
	Iteration 3Q: 3 clusters Score -306720.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -306798.437500 Penalty: 3925.287842
	Iteration 4Q: 3 clusters Score -306798.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -306858.250000 Penalty: 3925.287842
	Iteration 5Q: 3 clusters Score -306858.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -306890.406250 Penalty: 3925.287842
	Iteration 6Q: 3 clusters Score -306890.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -306914.531250 Penalty: 3925.287842
	Iteration 7Q: 3 clusters Score -306914.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -306939.375000 Penalty: 3925.287842
	Iteration 8Q: 3 clusters Score -306939.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -306964.281250 Penalty: 3925.287842
	Iteration 9Q: 3 clusters Score -306964.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -306977.937500 Penalty: 3925.287842
	Iteration 10Q: 3 clusters Score -306977.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -306992.187500 Penalty: 3925.287842
	Iteration 11Q: 3 clusters Score -306992.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -307005.437500 Penalty: 3925.287842
	Iteration 12Q: 3 clusters Score -307005.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -307020.718750 Penalty: 3925.287842
	Iteration 13Q: 3 clusters Score -307020.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -307035.843750 Penalty: 3925.287842
	Iteration 14Q: 3 clusters Score -307035.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -307042.531250 Penalty: 3925.287842
	Iteration 15Q: 3 clusters Score -307042.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -307050.500000 Penalty: 3925.287842
	Iteration 16Q: 3 clusters Score -307050.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -307060.562500 Penalty: 3925.287842
	Iteration 17Q: 3 clusters Score -307060.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -307065.968750 Penalty: 3925.287842
	Iteration 18Q: 3 clusters Score -307066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -307068.968750 Penalty: 3925.287842
	Iteration 19Q: 3 clusters Score -307069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -307073.812500 Penalty: 3925.287842
	Iteration 20F: 3 clusters Score -307073.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -307075.531250 Penalty: 3925.287842
	Iteration 21Q: 3 clusters Score -307075.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -307076.843750 Penalty: 3925.287842
	Iteration 22Q: 3 clusters Score -307076.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -307079.125000 Penalty: 3925.287842
	Iteration 23Q: 3 clusters Score -307079.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -307084.500000 Penalty: 3925.287842
	Iteration 24Q: 3 clusters Score -307084.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -307092.531250 Penalty: 3925.287842
	Iteration 25Q: 3 clusters Score -307092.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -307098.375000 Penalty: 3925.287842
	Iteration 26Q: 3 clusters Score -307098.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -307104.218750 Penalty: 3925.287842
	Iteration 27Q: 3 clusters Score -307104.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -307109.968750 Penalty: 3925.287842
	Iteration 28Q: 3 clusters Score -307110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -307115.562500 Penalty: 3925.287842
	Iteration 29Q: 3 clusters Score -307115.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -307117.125000 Penalty: 3925.287842
	Iteration 30Q: 3 clusters Score -307117.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -307118.062500 Penalty: 3925.287842
	Iteration 31Q: 3 clusters Score -307118.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -307120.531250 Penalty: 3925.287842
	Iteration 32Q: 3 clusters Score -307120.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -307123.375000 Penalty: 3925.287842
	Iteration 33Q: 3 clusters Score -307123.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -307128.437500 Penalty: 3925.287842
	Iteration 34Q: 3 clusters Score -307128.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -307131.500000 Penalty: 3925.287842
	Iteration 35Q: 3 clusters Score -307131.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -307133.968750 Penalty: 3925.287842
	Iteration 36Q: 3 clusters Score -307134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -307134.312500 Penalty: 3925.287842
	Iteration 37Q: 3 clusters Score -307134.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -307134.781250 Penalty: 3925.287842
	Iteration 38Q: 3 clusters Score -307134.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -307135.781250 Penalty: 3925.287842
	Iteration 39Q: 3 clusters Score -307135.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -307136.156250 Penalty: 3925.287842
	Iteration 40F: 3 clusters Score -307136.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -307136.750000 Penalty: 3925.287842
	Iteration 41Q: 3 clusters Score -307136.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -307136.375000 Penalty: 3925.287842
	Iteration 42Q: 3 clusters Score -307136.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -307136.375000 Penalty: 3925.287842
	Iteration 43F: 3 clusters Score -307136.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97250 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53000 members 
Mstep: Class 7 contains 15626 members 
Mstep: Class 8 contains 4159 members 
Mstep: Class 9 contains 82186 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25545 members 
Mstep: Class 13 contains 17109 members 
Mstep: Class 14 contains 292348 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13039 members 
Mstep: Class 19 contains 278524 members 
Mstep: Class 20 contains 172492 members 
Mstep: Class 21 contains 25075 members 
Mstep: Class 22 contains 36598 members 
Mstep: Class 23 contains 14686 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78008 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619232.000000 Penalty: 94130.875000
Iteration 359Q: 28 clusters Score -1.546192e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97254 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53000 members 
Mstep: Class 7 contains 15626 members 
Mstep: Class 8 contains 4160 members 
Mstep: Class 9 contains 82189 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25546 members 
Mstep: Class 13 contains 17106 members 
Mstep: Class 14 contains 292369 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13038 members 
Mstep: Class 19 contains 278515 members 
Mstep: Class 20 contains 172479 members 
Mstep: Class 21 contains 25075 members 
Mstep: Class 22 contains 36598 members 
Mstep: Class 23 contains 14683 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78008 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619344.000000 Penalty: 94130.875000
Iteration 360F: 28 clusters Score -1.546193e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97249 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53004 members 
Mstep: Class 7 contains 15626 members 
Mstep: Class 8 contains 4161 members 
Mstep: Class 9 contains 82194 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25546 members 
Mstep: Class 13 contains 17104 members 
Mstep: Class 14 contains 292389 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13038 members 
Mstep: Class 19 contains 278504 members 
Mstep: Class 20 contains 172466 members 
Mstep: Class 21 contains 25075 members 
Mstep: Class 22 contains 36599 members 
Mstep: Class 23 contains 14685 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78010 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619280.000000 Penalty: 94130.875000
Iteration 361Q: 28 clusters Score -1.546193e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97244 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53003 members 
Mstep: Class 7 contains 15626 members 
Mstep: Class 8 contains 4161 members 
Mstep: Class 9 contains 82197 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25547 members 
Mstep: Class 13 contains 17101 members 
Mstep: Class 14 contains 292404 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13038 members 
Mstep: Class 19 contains 278523 members 
Mstep: Class 20 contains 172442 members 
Mstep: Class 21 contains 25075 members 
Mstep: Class 22 contains 36597 members 
Mstep: Class 23 contains 14683 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78014 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619424.000000 Penalty: 94130.875000
Iteration 362Q: 28 clusters Score -1.546194e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97236 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53006 members 
Mstep: Class 7 contains 15625 members 
Mstep: Class 8 contains 4160 members 
Mstep: Class 9 contains 82197 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25547 members 
Mstep: Class 13 contains 17100 members 
Mstep: Class 14 contains 292407 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13037 members 
Mstep: Class 19 contains 278554 members 
Mstep: Class 20 contains 172416 members 
Mstep: Class 21 contains 25074 members 
Mstep: Class 22 contains 36597 members 
Mstep: Class 23 contains 14684 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78015 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619392.000000 Penalty: 94130.875000
Iteration 363Q: 28 clusters Score -1.546194e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97235 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53008 members 
Mstep: Class 7 contains 15625 members 
Mstep: Class 8 contains 4159 members 
Mstep: Class 9 contains 82200 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25545 members 
Mstep: Class 13 contains 17099 members 
Mstep: Class 14 contains 292409 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13037 members 
Mstep: Class 19 contains 278574 members 
Mstep: Class 20 contains 172389 members 
Mstep: Class 21 contains 25074 members 
Mstep: Class 22 contains 36597 members 
Mstep: Class 23 contains 14686 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78018 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619312.000000 Penalty: 94130.875000
Iteration 364Q: 28 clusters Score -1.546193e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97232 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53007 members 
Mstep: Class 7 contains 15625 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 82201 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25545 members 
Mstep: Class 13 contains 17099 members 
Mstep: Class 14 contains 292415 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13036 members 
Mstep: Class 19 contains 278582 members 
Mstep: Class 20 contains 172381 members 
Mstep: Class 21 contains 25074 members 
Mstep: Class 22 contains 36598 members 
Mstep: Class 23 contains 14687 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78013 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619296.000000 Penalty: 94130.875000
Iteration 365Q: 28 clusters Score -1.546193e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97231 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53004 members 
Mstep: Class 7 contains 15624 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 82198 members 
Mstep: Class 10 contains 15430 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25545 members 
Mstep: Class 13 contains 17098 members 
Mstep: Class 14 contains 292407 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13033 members 
Mstep: Class 19 contains 278613 members 
Mstep: Class 20 contains 172370 members 
Mstep: Class 21 contains 25074 members 
Mstep: Class 22 contains 36598 members 
Mstep: Class 23 contains 14687 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78014 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619296.000000 Penalty: 94130.875000
Iteration 366Q: 28 clusters Score -1.546193e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97222 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53006 members 
Mstep: Class 7 contains 15624 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 82195 members 
Mstep: Class 10 contains 15428 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25545 members 
Mstep: Class 13 contains 17099 members 
Mstep: Class 14 contains 292410 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13029 members 
Mstep: Class 19 contains 278627 members 
Mstep: Class 20 contains 172366 members 
Mstep: Class 21 contains 25073 members 
Mstep: Class 22 contains 36596 members 
Mstep: Class 23 contains 14690 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78014 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619216.000000 Penalty: 94130.875000
Iteration 367Q: 28 clusters Score -1.546192e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97221 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53006 members 
Mstep: Class 7 contains 15624 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 82196 members 
Mstep: Class 10 contains 15428 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25545 members 
Mstep: Class 13 contains 17099 members 
Mstep: Class 14 contains 292406 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13027 members 
Mstep: Class 19 contains 278633 members 
Mstep: Class 20 contains 172371 members 
Mstep: Class 21 contains 25074 members 
Mstep: Class 22 contains 36594 members 
Mstep: Class 23 contains 14690 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78012 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619136.000000 Penalty: 94130.875000
Iteration 368Q: 28 clusters Score -1.546191e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97224 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53004 members 
Mstep: Class 7 contains 15625 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 82196 members 
Mstep: Class 10 contains 15428 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25546 members 
Mstep: Class 13 contains 17099 members 
Mstep: Class 14 contains 292405 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13025 members 
Mstep: Class 19 contains 278613 members 
Mstep: Class 20 contains 172385 members 
Mstep: Class 21 contains 25074 members 
Mstep: Class 22 contains 36594 members 
Mstep: Class 23 contains 14690 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78014 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619312.000000 Penalty: 94130.875000
Iteration 369Q: 28 clusters Score -1.546193e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97219 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53002 members 
Mstep: Class 7 contains 15626 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 82198 members 
Mstep: Class 10 contains 15428 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25546 members 
Mstep: Class 13 contains 17100 members 
Mstep: Class 14 contains 292414 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13028 members 
Mstep: Class 19 contains 278596 members 
Mstep: Class 20 contains 172387 members 
Mstep: Class 21 contains 25075 members 
Mstep: Class 22 contains 36595 members 
Mstep: Class 23 contains 14689 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78019 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619216.000000 Penalty: 94130.875000
Iteration 370Q: 28 clusters Score -1.546192e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97222 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 53000 members 
Mstep: Class 7 contains 15626 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 82200 members 
Mstep: Class 10 contains 15427 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25546 members 
Mstep: Class 13 contains 17099 members 
Mstep: Class 14 contains 292406 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13026 members 
Mstep: Class 19 contains 278599 members 
Mstep: Class 20 contains 172394 members 
Mstep: Class 21 contains 25076 members 
Mstep: Class 22 contains 36593 members 
Mstep: Class 23 contains 14689 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78024 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619312.000000 Penalty: 94130.875000
Iteration 371Q: 28 clusters Score -1.546193e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97222 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52998 members 
Mstep: Class 7 contains 15626 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 82205 members 
Mstep: Class 10 contains 15427 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25546 members 
Mstep: Class 13 contains 17096 members 
Mstep: Class 14 contains 292399 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13026 members 
Mstep: Class 19 contains 278597 members 
Mstep: Class 20 contains 172403 members 
Mstep: Class 21 contains 25078 members 
Mstep: Class 22 contains 36591 members 
Mstep: Class 23 contains 14688 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78028 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619136.000000 Penalty: 94130.875000
Iteration 372Q: 28 clusters Score -1.546191e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97224 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52996 members 
Mstep: Class 7 contains 15626 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 82201 members 
Mstep: Class 10 contains 15427 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25546 members 
Mstep: Class 13 contains 17094 members 
Mstep: Class 14 contains 292394 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13026 members 
Mstep: Class 19 contains 278606 members 
Mstep: Class 20 contains 172407 members 
Mstep: Class 21 contains 25080 members 
Mstep: Class 22 contains 36590 members 
Mstep: Class 23 contains 14687 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78029 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619248.000000 Penalty: 94130.875000
Iteration 373Q: 28 clusters Score -1.546192e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97229 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52993 members 
Mstep: Class 7 contains 15626 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 82200 members 
Mstep: Class 10 contains 15427 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25546 members 
Mstep: Class 13 contains 17097 members 
Mstep: Class 14 contains 292381 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13025 members 
Mstep: Class 19 contains 278608 members 
Mstep: Class 20 contains 172411 members 
Mstep: Class 21 contains 25082 members 
Mstep: Class 22 contains 36591 members 
Mstep: Class 23 contains 14687 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78030 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619360.000000 Penalty: 94130.875000
Iteration 374Q: 28 clusters Score -1.546194e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97231 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52986 members 
Mstep: Class 7 contains 15625 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 82198 members 
Mstep: Class 10 contains 15427 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25546 members 
Mstep: Class 13 contains 17099 members 
Mstep: Class 14 contains 292379 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13023 members 
Mstep: Class 19 contains 278622 members 
Mstep: Class 20 contains 172405 members 
Mstep: Class 21 contains 25083 members 
Mstep: Class 22 contains 36591 members 
Mstep: Class 23 contains 14688 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78029 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619168.000000 Penalty: 94130.875000
Iteration 375Q: 28 clusters Score -1.546192e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97235 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52983 members 
Mstep: Class 7 contains 15624 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 82197 members 
Mstep: Class 10 contains 15427 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25546 members 
Mstep: Class 13 contains 17102 members 
Mstep: Class 14 contains 292373 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13021 members 
Mstep: Class 19 contains 278634 members 
Mstep: Class 20 contains 172394 members 
Mstep: Class 21 contains 25083 members 
Mstep: Class 22 contains 36591 members 
Mstep: Class 23 contains 14688 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78032 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619312.000000 Penalty: 94130.875000
Iteration 376Q: 28 clusters Score -1.546193e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97235 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52978 members 
Mstep: Class 7 contains 15623 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 82199 members 
Mstep: Class 10 contains 15427 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25546 members 
Mstep: Class 13 contains 17104 members 
Mstep: Class 14 contains 292371 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8595 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13021 members 
Mstep: Class 19 contains 278651 members 
Mstep: Class 20 contains 172381 members 
Mstep: Class 21 contains 25083 members 
Mstep: Class 22 contains 36593 members 
Mstep: Class 23 contains 14688 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78035 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619296.000000 Penalty: 94130.875000
Iteration 377Q: 28 clusters Score -1.546193e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97240 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52971 members 
Mstep: Class 7 contains 15621 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 82202 members 
Mstep: Class 10 contains 15427 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25546 members 
Mstep: Class 13 contains 17103 members 
Mstep: Class 14 contains 292365 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8594 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13018 members 
Mstep: Class 19 contains 278676 members 
Mstep: Class 20 contains 172372 members 
Mstep: Class 21 contains 25084 members 
Mstep: Class 22 contains 36592 members 
Mstep: Class 23 contains 14689 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78034 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619232.000000 Penalty: 94130.875000
Iteration 378Q: 28 clusters Score -1.546192e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97244 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52970 members 
Mstep: Class 7 contains 15623 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 82203 members 
Mstep: Class 10 contains 15427 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25545 members 
Mstep: Class 13 contains 17105 members 
Mstep: Class 14 contains 292362 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8593 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13019 members 
Mstep: Class 19 contains 278672 members 
Mstep: Class 20 contains 172378 members 
Mstep: Class 21 contains 25083 members 
Mstep: Class 22 contains 36592 members 
Mstep: Class 23 contains 14688 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78032 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619376.000000 Penalty: 94130.875000
Iteration 379Q: 28 clusters Score -1.546194e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97248 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52970 members 
Mstep: Class 7 contains 15625 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 82204 members 
Mstep: Class 10 contains 15427 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25545 members 
Mstep: Class 13 contains 17105 members 
Mstep: Class 14 contains 292356 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8590 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 13016 members 
Mstep: Class 19 contains 278665 members 
Mstep: Class 20 contains 172389 members 
Mstep: Class 21 contains 25083 members 
Mstep: Class 22 contains 36593 members 
Mstep: Class 23 contains 14688 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78029 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619216.000000 Penalty: 94130.875000
Iteration 380F: 28 clusters Score -1.546192e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97246 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52970 members 
Mstep: Class 7 contains 15624 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 82205 members 
Mstep: Class 10 contains 15428 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25545 members 
Mstep: Class 13 contains 17106 members 
Mstep: Class 14 contains 292349 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8589 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 13015 members 
Mstep: Class 19 contains 278667 members 
Mstep: Class 20 contains 172396 members 
Mstep: Class 21 contains 25085 members 
Mstep: Class 22 contains 36593 members 
Mstep: Class 23 contains 14688 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78027 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619200.000000 Penalty: 94130.875000
Iteration 381Q: 28 clusters Score -1.546192e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97245 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52969 members 
Mstep: Class 7 contains 15622 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 82205 members 
Mstep: Class 10 contains 15428 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25545 members 
Mstep: Class 13 contains 17106 members 
Mstep: Class 14 contains 292338 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8588 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 13011 members 
Mstep: Class 19 contains 278672 members 
Mstep: Class 20 contains 172418 members 
Mstep: Class 21 contains 25087 members 
Mstep: Class 22 contains 36593 members 
Mstep: Class 23 contains 14687 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78022 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619200.000000 Penalty: 94130.875000
Iteration 382Q: 28 clusters Score -1.546192e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97247 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52962 members 
Mstep: Class 7 contains 15621 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 82205 members 
Mstep: Class 10 contains 15429 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25544 members 
Mstep: Class 13 contains 17104 members 
Mstep: Class 14 contains 292328 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8586 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13009 members 
Mstep: Class 19 contains 278664 members 
Mstep: Class 20 contains 172450 members 
Mstep: Class 21 contains 25088 members 
Mstep: Class 22 contains 36593 members 
Mstep: Class 23 contains 14690 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78021 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619104.000000 Penalty: 94130.875000
Iteration 383Q: 28 clusters Score -1.546191e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97251 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52958 members 
Mstep: Class 7 contains 15621 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 82213 members 
Mstep: Class 10 contains 15429 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25542 members 
Mstep: Class 13 contains 17101 members 
Mstep: Class 14 contains 292331 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8584 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13010 members 
Mstep: Class 19 contains 278645 members 
Mstep: Class 20 contains 172471 members 
Mstep: Class 21 contains 25090 members 
Mstep: Class 22 contains 36591 members 
Mstep: Class 23 contains 14689 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78018 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619184.000000 Penalty: 94130.875000
Iteration 384Q: 28 clusters Score -1.546192e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97257 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52950 members 
Mstep: Class 7 contains 15620 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 82210 members 
Mstep: Class 10 contains 15429 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25541 members 
Mstep: Class 13 contains 17100 members 
Mstep: Class 14 contains 292324 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8583 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13006 members 
Mstep: Class 19 contains 278656 members 
Mstep: Class 20 contains 172489 members 
Mstep: Class 21 contains 25091 members 
Mstep: Class 22 contains 36589 members 
Mstep: Class 23 contains 14690 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78015 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619136.000000 Penalty: 94130.875000
Iteration 385Q: 28 clusters Score -1.546191e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97260 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52947 members 
Mstep: Class 7 contains 15618 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 82215 members 
Mstep: Class 10 contains 15428 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25541 members 
Mstep: Class 13 contains 17099 members 
Mstep: Class 14 contains 292315 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8583 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13007 members 
Mstep: Class 19 contains 278640 members 
Mstep: Class 20 contains 172510 members 
Mstep: Class 21 contains 25094 members 
Mstep: Class 22 contains 36588 members 
Mstep: Class 23 contains 14690 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78013 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619072.000000 Penalty: 94130.875000
Iteration 386Q: 28 clusters Score -1.546191e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97259 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52947 members 
Mstep: Class 7 contains 15617 members 
Mstep: Class 8 contains 4160 members 
Mstep: Class 9 contains 82220 members 
Mstep: Class 10 contains 15428 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25541 members 
Mstep: Class 13 contains 17099 members 
Mstep: Class 14 contains 292305 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8583 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13006 members 
Mstep: Class 19 contains 278638 members 
Mstep: Class 20 contains 172520 members 
Mstep: Class 21 contains 25095 members 
Mstep: Class 22 contains 36588 members 
Mstep: Class 23 contains 14691 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78010 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619040.000000 Penalty: 94130.875000
Iteration 387Q: 28 clusters Score -1.54619e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97257 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52943 members 
Mstep: Class 7 contains 15616 members 
Mstep: Class 8 contains 4160 members 
Mstep: Class 9 contains 82217 members 
Mstep: Class 10 contains 15428 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25541 members 
Mstep: Class 13 contains 17100 members 
Mstep: Class 14 contains 292319 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8583 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13006 members 
Mstep: Class 19 contains 278634 members 
Mstep: Class 20 contains 172522 members 
Mstep: Class 21 contains 25096 members 
Mstep: Class 22 contains 36587 members 
Mstep: Class 23 contains 14692 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78004 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619248.000000 Penalty: 94130.875000
Iteration 388Q: 28 clusters Score -1.546192e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97253 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52939 members 
Mstep: Class 7 contains 15614 members 
Mstep: Class 8 contains 4162 members 
Mstep: Class 9 contains 82219 members 
Mstep: Class 10 contains 15428 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25541 members 
Mstep: Class 13 contains 17097 members 
Mstep: Class 14 contains 292306 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8583 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13005 members 
Mstep: Class 19 contains 278643 members 
Mstep: Class 20 contains 172533 members 
Mstep: Class 21 contains 25097 members 
Mstep: Class 22 contains 36587 members 
Mstep: Class 23 contains 14693 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78003 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619280.000000 Penalty: 94130.875000
Iteration 389Q: 28 clusters Score -1.546193e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97252 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52943 members 
Mstep: Class 7 contains 15613 members 
Mstep: Class 8 contains 4164 members 
Mstep: Class 9 contains 82220 members 
Mstep: Class 10 contains 15428 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25541 members 
Mstep: Class 13 contains 17096 members 
Mstep: Class 14 contains 292309 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8582 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13007 members 
Mstep: Class 19 contains 278637 members 
Mstep: Class 20 contains 172534 members 
Mstep: Class 21 contains 25097 members 
Mstep: Class 22 contains 36587 members 
Mstep: Class 23 contains 14692 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78003 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619456.000000 Penalty: 94130.875000
Iteration 390Q: 28 clusters Score -1.546195e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97250 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52945 members 
Mstep: Class 7 contains 15611 members 
Mstep: Class 8 contains 4165 members 
Mstep: Class 9 contains 82214 members 
Mstep: Class 10 contains 15428 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25541 members 
Mstep: Class 13 contains 17097 members 
Mstep: Class 14 contains 292308 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8581 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13006 members 
Mstep: Class 19 contains 278631 members 
Mstep: Class 20 contains 172547 members 
Mstep: Class 21 contains 25097 members 
Mstep: Class 22 contains 36587 members 
Mstep: Class 23 contains 14694 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78004 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619472.000000 Penalty: 94130.875000
Iteration 391Q: 28 clusters Score -1.546195e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97247 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52944 members 
Mstep: Class 7 contains 15610 members 
Mstep: Class 8 contains 4165 members 
Mstep: Class 9 contains 82217 members 
Mstep: Class 10 contains 15427 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25540 members 
Mstep: Class 13 contains 17097 members 
Mstep: Class 14 contains 292322 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8580 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13006 members 
Mstep: Class 19 contains 278613 members 
Mstep: Class 20 contains 172553 members 
Mstep: Class 21 contains 25097 members 
Mstep: Class 22 contains 36588 members 
Mstep: Class 23 contains 14695 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78005 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619296.000000 Penalty: 94130.875000
Iteration 392Q: 28 clusters Score -1.546193e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97245 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52945 members 
Mstep: Class 7 contains 15608 members 
Mstep: Class 8 contains 4165 members 
Mstep: Class 9 contains 82221 members 
Mstep: Class 10 contains 15426 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25540 members 
Mstep: Class 13 contains 17095 members 
Mstep: Class 14 contains 292328 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8578 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13006 members 
Mstep: Class 19 contains 278604 members 
Mstep: Class 20 contains 172562 members 
Mstep: Class 21 contains 25097 members 
Mstep: Class 22 contains 36588 members 
Mstep: Class 23 contains 14695 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78008 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619296.000000 Penalty: 94130.875000
Iteration 393Q: 28 clusters Score -1.546193e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97243 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52946 members 
Mstep: Class 7 contains 15609 members 
Mstep: Class 8 contains 4166 members 
Mstep: Class 9 contains 82223 members 
Mstep: Class 10 contains 15425 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25540 members 
Mstep: Class 13 contains 17096 members 
Mstep: Class 14 contains 292324 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8578 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13005 members 
Mstep: Class 19 contains 278607 members 
Mstep: Class 20 contains 172565 members 
Mstep: Class 21 contains 25097 members 
Mstep: Class 22 contains 36590 members 
Mstep: Class 23 contains 14695 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78007 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619264.000000 Penalty: 94130.875000
Iteration 394Q: 28 clusters Score -1.546193e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97240 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52948 members 
Mstep: Class 7 contains 15609 members 
Mstep: Class 8 contains 4167 members 
Mstep: Class 9 contains 82224 members 
Mstep: Class 10 contains 15423 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25540 members 
Mstep: Class 13 contains 17094 members 
Mstep: Class 14 contains 292330 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8578 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13005 members 
Mstep: Class 19 contains 278605 members 
Mstep: Class 20 contains 172564 members 
Mstep: Class 21 contains 25097 members 
Mstep: Class 22 contains 36592 members 
Mstep: Class 23 contains 14695 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78008 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619152.000000 Penalty: 94130.875000
Iteration 395Q: 28 clusters Score -1.546192e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97236 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52952 members 
Mstep: Class 7 contains 15609 members 
Mstep: Class 8 contains 4167 members 
Mstep: Class 9 contains 82223 members 
Mstep: Class 10 contains 15421 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25540 members 
Mstep: Class 13 contains 17094 members 
Mstep: Class 14 contains 292339 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8578 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13005 members 
Mstep: Class 19 contains 278597 members 
Mstep: Class 20 contains 172569 members 
Mstep: Class 21 contains 25096 members 
Mstep: Class 22 contains 36594 members 
Mstep: Class 23 contains 14695 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78008 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619104.000000 Penalty: 94130.875000
Iteration 396Q: 28 clusters Score -1.546191e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97237 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52951 members 
Mstep: Class 7 contains 15609 members 
Mstep: Class 8 contains 4167 members 
Mstep: Class 9 contains 82221 members 
Mstep: Class 10 contains 15419 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25540 members 
Mstep: Class 13 contains 17093 members 
Mstep: Class 14 contains 292363 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8577 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13005 members 
Mstep: Class 19 contains 278586 members 
Mstep: Class 20 contains 172569 members 
Mstep: Class 21 contains 25098 members 
Mstep: Class 22 contains 36593 members 
Mstep: Class 23 contains 14693 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 78004 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619104.000000 Penalty: 94130.875000
Iteration 397Q: 28 clusters Score -1.546191e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97234 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52952 members 
Mstep: Class 7 contains 15609 members 
Mstep: Class 8 contains 4167 members 
Mstep: Class 9 contains 82215 members 
Mstep: Class 10 contains 15417 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25540 members 
Mstep: Class 13 contains 17089 members 
Mstep: Class 14 contains 292380 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8577 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13005 members 
Mstep: Class 19 contains 278576 members 
Mstep: Class 20 contains 172579 members 
Mstep: Class 21 contains 25099 members 
Mstep: Class 22 contains 36593 members 
Mstep: Class 23 contains 14692 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77999 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618976.000000 Penalty: 94130.875000
Iteration 398Q: 28 clusters Score -1.54619e+08 nChanged 151
Entering ConstructFrom: 
Score: -154618976.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (23641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Entering Unmasked Estep 
Score: -2955769.500000 Penalty: 2497.542969
	Iteration 0F: 2 clusters Score -2955770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2939343.000000 Penalty: 4995.085938
	Iteration 0F: 3 clusters Score -2939343 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2945052.250000 Penalty: 4995.085938
	Iteration 1F: 3 clusters Score -2945052 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2945521.000000 Penalty: 4995.085938
	Iteration 2Q: 3 clusters Score -2945521 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2945951.750000 Penalty: 4995.085938
	Iteration 3Q: 3 clusters Score -2945952 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2946452.250000 Penalty: 4995.085938
	Iteration 4Q: 3 clusters Score -2946452 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2947086.500000 Penalty: 4995.085938
	Iteration 5Q: 3 clusters Score -2947086 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2947899.750000 Penalty: 4995.085938
	Iteration 6F: 3 clusters Score -2947900 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2948885.750000 Penalty: 4995.085938
	Iteration 7F: 3 clusters Score -2948886 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2950111.000000 Penalty: 4995.085938
	Iteration 8F: 3 clusters Score -2950111 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2951504.000000 Penalty: 4995.085938
	Iteration 9F: 3 clusters Score -2951504 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2952587.750000 Penalty: 4995.085938
	Iteration 10F: 3 clusters Score -2952588 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2953186.250000 Penalty: 4995.085938
	Iteration 11Q: 3 clusters Score -2953186 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2953473.500000 Penalty: 4995.085938
	Iteration 12Q: 3 clusters Score -2953474 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2953645.000000 Penalty: 4995.085938
	Iteration 13Q: 3 clusters Score -2953645 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2953749.500000 Penalty: 4995.085938
	Iteration 14Q: 3 clusters Score -2953750 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2953830.000000 Penalty: 4995.085938
	Iteration 15Q: 3 clusters Score -2953830 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -2953935.000000 Penalty: 4995.085938
	Iteration 16Q: 3 clusters Score -2953935 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2954045.750000 Penalty: 4995.085938
	Iteration 17Q: 3 clusters Score -2954046 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2954170.750000 Penalty: 4995.085938
	Iteration 18Q: 3 clusters Score -2954171 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2954329.250000 Penalty: 4995.085938
	Iteration 19Q: 3 clusters Score -2954329 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2954519.000000 Penalty: 4995.085938
	Iteration 20F: 3 clusters Score -2954519 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2954725.750000 Penalty: 4995.085938
	Iteration 21Q: 3 clusters Score -2954726 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2954999.750000 Penalty: 4995.085938
	Iteration 22Q: 3 clusters Score -2955000 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2955229.000000 Penalty: 4995.085938
	Iteration 23Q: 3 clusters Score -2955229 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2955361.750000 Penalty: 4995.085938
	Iteration 24Q: 3 clusters Score -2955362 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2955435.250000 Penalty: 4995.085938
	Iteration 25Q: 3 clusters Score -2955435 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2955476.250000 Penalty: 4995.085938
	Iteration 26Q: 3 clusters Score -2955476 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2955504.000000 Penalty: 4995.085938
	Iteration 27Q: 3 clusters Score -2955504 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2955522.500000 Penalty: 4995.085938
	Iteration 28Q: 3 clusters Score -2955522 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2955542.250000 Penalty: 4995.085938
	Iteration 29Q: 3 clusters Score -2955542 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2955551.000000 Penalty: 4995.085938
	Iteration 30Q: 3 clusters Score -2955551 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2955564.500000 Penalty: 4995.085938
	Iteration 31Q: 3 clusters Score -2955564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2955574.750000 Penalty: 4995.085938
	Iteration 32Q: 3 clusters Score -2955575 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2955569.500000 Penalty: 4995.085938
	Iteration 33Q: 3 clusters Score -2955570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2955576.250000 Penalty: 4995.085938
	Iteration 34Q: 3 clusters Score -2955576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2955576.750000 Penalty: 4995.085938
	Iteration 35Q: 3 clusters Score -2955577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2955575.000000 Penalty: 4995.085938
	Iteration 36Q: 3 clusters Score -2955575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2955577.000000 Penalty: 4995.085938
	Iteration 37Q: 3 clusters Score -2955577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2955585.250000 Penalty: 4995.085938
	Iteration 38Q: 3 clusters Score -2955585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2955584.750000 Penalty: 4995.085938
	Iteration 39Q: 3 clusters Score -2955585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2955586.500000 Penalty: 4995.085938
	Iteration 40F: 3 clusters Score -2955586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2955579.500000 Penalty: 4995.085938
	Iteration 41Q: 3 clusters Score -2955580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2955579.000000 Penalty: 4995.085938
	Iteration 42Q: 3 clusters Score -2955579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2955582.000000 Penalty: 4995.085938
	Iteration 43Q: 3 clusters Score -2955582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2955583.500000 Penalty: 4995.085938
	Iteration 44Q: 3 clusters Score -2955584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2955583.500000 Penalty: 4995.085938
	Iteration 45F: 3 clusters Score -2955584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -51512.027344 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -51512.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50018.890625 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -50018.89 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50248.027344 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -50248.03 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50380.160156 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -50380.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50469.886719 Penalty: 3063.229980
	Iteration 3Q: 3 clusters Score -50469.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50530.898438 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -50530.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50574.148438 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -50574.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50608.003906 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -50608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50629.792969 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -50629.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50633.523438 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -50633.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50633.523438 Penalty: 3063.229980
	Iteration 9F: 3 clusters Score -50633.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Entering Unmasked Estep 
Score: -230615.031250 Penalty: 1889.691650
	Iteration 0F: 2 clusters Score -230615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -228020.671875 Penalty: 3779.383301
	Iteration 0F: 3 clusters Score -228020.7 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -228728.421875 Penalty: 3779.383301
	Iteration 1F: 3 clusters Score -228728.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -229045.062500 Penalty: 3779.383301
	Iteration 2F: 3 clusters Score -229045.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -229243.968750 Penalty: 3779.383301
	Iteration 3F: 3 clusters Score -229244 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -229381.359375 Penalty: 3779.383301
	Iteration 4F: 3 clusters Score -229381.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -229464.703125 Penalty: 3779.383301
	Iteration 5Q: 3 clusters Score -229464.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -229526.921875 Penalty: 3779.383301
	Iteration 6Q: 3 clusters Score -229526.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -229574.468750 Penalty: 3779.383301
	Iteration 7Q: 3 clusters Score -229574.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -229614.078125 Penalty: 3779.383301
	Iteration 8Q: 3 clusters Score -229614.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -229643.171875 Penalty: 3779.383301
	Iteration 9Q: 3 clusters Score -229643.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -229660.250000 Penalty: 3779.383301
	Iteration 10Q: 3 clusters Score -229660.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -229676.171875 Penalty: 3779.383301
	Iteration 11Q: 3 clusters Score -229676.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -229687.093750 Penalty: 3779.383301
	Iteration 12Q: 3 clusters Score -229687.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -229692.515625 Penalty: 3779.383301
	Iteration 13Q: 3 clusters Score -229692.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -229701.031250 Penalty: 3779.383301
	Iteration 14Q: 3 clusters Score -229701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -229704.812500 Penalty: 3779.383301
	Iteration 15Q: 3 clusters Score -229704.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -229712.531250 Penalty: 3779.383301
	Iteration 16Q: 3 clusters Score -229712.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -229717.171875 Penalty: 3779.383301
	Iteration 17Q: 3 clusters Score -229717.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -229721.031250 Penalty: 3779.383301
	Iteration 18Q: 3 clusters Score -229721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -229724.265625 Penalty: 3779.383301
	Iteration 19Q: 3 clusters Score -229724.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -229724.265625 Penalty: 3779.383301
	Iteration 20F: 3 clusters Score -229724.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (97233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97233 members 
Entering Unmasked Estep 
Score: -12228831.000000 Penalty: 2848.246582
	Iteration 0F: 2 clusters Score -1.222883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -12163626.000000 Penalty: 5696.493164
	Iteration 0F: 3 clusters Score -1.216363e+07 nChanged 46156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -12190217.000000 Penalty: 5696.493164
	Iteration 1F: 3 clusters Score -1.219022e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -12191063.000000 Penalty: 5696.493164
	Iteration 2Q: 3 clusters Score -1.219106e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -12191897.000000 Penalty: 5696.493164
	Iteration 3Q: 3 clusters Score -1.21919e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -12192709.000000 Penalty: 5696.493164
	Iteration 4Q: 3 clusters Score -1.219271e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -12193804.000000 Penalty: 5696.493164
	Iteration 5Q: 3 clusters Score -1.21938e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -12195184.000000 Penalty: 5696.493164
	Iteration 6Q: 3 clusters Score -1.219518e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59473 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -12197121.000000 Penalty: 5696.493164
	Iteration 7Q: 3 clusters Score -1.219712e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63756 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -12200002.000000 Penalty: 5696.493164
	Iteration 8F: 3 clusters Score -1.22e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69223 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -12203964.000000 Penalty: 5696.493164
	Iteration 9F: 3 clusters Score -1.220396e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75352 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -12208812.000000 Penalty: 5696.493164
	Iteration 10F: 3 clusters Score -1.220881e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81454 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -12213821.000000 Penalty: 5696.493164
	Iteration 11F: 3 clusters Score -1.221382e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86637 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -12218216.000000 Penalty: 5696.493164
	Iteration 12F: 3 clusters Score -1.221822e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90544 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -12221422.000000 Penalty: 5696.493164
	Iteration 13Q: 3 clusters Score -1.222142e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93169 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -12223611.000000 Penalty: 5696.493164
	Iteration 14Q: 3 clusters Score -1.222361e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94797 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -12224793.000000 Penalty: 5696.493164
	Iteration 15Q: 3 clusters Score -1.222479e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95694 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -12225479.000000 Penalty: 5696.493164
	Iteration 16Q: 3 clusters Score -1.222548e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96161 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -12225790.000000 Penalty: 5696.493164
	Iteration 17Q: 3 clusters Score -1.222579e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96399 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -12226005.000000 Penalty: 5696.493164
	Iteration 18Q: 3 clusters Score -1.2226e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96538 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -12226090.000000 Penalty: 5696.493164
	Iteration 19Q: 3 clusters Score -1.222609e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96613 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -12226150.000000 Penalty: 5696.493164
	Iteration 20F: 3 clusters Score -1.222615e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96666 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -12226205.000000 Penalty: 5696.493164
	Iteration 21Q: 3 clusters Score -1.22262e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96704 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -12226257.000000 Penalty: 5696.493164
	Iteration 22Q: 3 clusters Score -1.222626e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96729 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12226262.000000 Penalty: 5696.493164
	Iteration 23Q: 3 clusters Score -1.222626e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96745 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -12226283.000000 Penalty: 5696.493164
	Iteration 24Q: 3 clusters Score -1.222628e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96756 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -12226306.000000 Penalty: 5696.493164
	Iteration 25Q: 3 clusters Score -1.222631e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96772 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -12226325.000000 Penalty: 5696.493164
	Iteration 26Q: 3 clusters Score -1.222632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96780 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12226345.000000 Penalty: 5696.493164
	Iteration 27Q: 3 clusters Score -1.222634e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96794 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -12226357.000000 Penalty: 5696.493164
	Iteration 28Q: 3 clusters Score -1.222636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96804 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -12226352.000000 Penalty: 5696.493164
	Iteration 29Q: 3 clusters Score -1.222635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96814 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12226363.000000 Penalty: 5696.493164
	Iteration 30Q: 3 clusters Score -1.222636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96826 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -12226372.000000 Penalty: 5696.493164
	Iteration 31Q: 3 clusters Score -1.222637e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96837 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -12226383.000000 Penalty: 5696.493164
	Iteration 32Q: 3 clusters Score -1.222638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96841 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -12226394.000000 Penalty: 5696.493164
	Iteration 33Q: 3 clusters Score -1.222639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96843 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -12226387.000000 Penalty: 5696.493164
	Iteration 34Q: 3 clusters Score -1.222639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96844 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -12226390.000000 Penalty: 5696.493164
	Iteration 35Q: 3 clusters Score -1.222639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96847 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -12226406.000000 Penalty: 5696.493164
	Iteration 36Q: 3 clusters Score -1.222641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96847 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -12226406.000000 Penalty: 5696.493164
	Iteration 37F: 3 clusters Score -1.222641e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -38523.105469 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -38523.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37215.691406 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -37215.69 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37438.000000 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -37438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37552.570312 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -37552.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37667.023438 Penalty: 2950.225586
	Iteration 3F: 3 clusters Score -37667.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37809.746094 Penalty: 2950.225586
	Iteration 4F: 3 clusters Score -37809.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37971.945312 Penalty: 2950.225586
	Iteration 5F: 3 clusters Score -37971.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -38217.585938 Penalty: 2950.225586
	Iteration 6F: 3 clusters Score -38217.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -38350.445312 Penalty: 2950.225586
	Iteration 7F: 3 clusters Score -38350.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -38471.250000 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -38471.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -38569.937500 Penalty: 2950.225586
	Iteration 9Q: 3 clusters Score -38569.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -38657.460938 Penalty: 2950.225586
	Iteration 10Q: 3 clusters Score -38657.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -38662.242188 Penalty: 2950.225586
	Iteration 11Q: 3 clusters Score -38662.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -38662.242188 Penalty: 2950.225586
	Iteration 12F: 3 clusters Score -38662.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97233 members 
Mstep: Class 5 contains 75 members 
Mstep: Class 6 contains 52952 members 
Mstep: Class 7 contains 15609 members 
Mstep: Class 8 contains 4167 members 
Mstep: Class 9 contains 82213 members 
Mstep: Class 10 contains 15416 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 17086 members 
Mstep: Class 14 contains 292386 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8577 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13005 members 
Mstep: Class 19 contains 278570 members 
Mstep: Class 20 contains 172587 members 
Mstep: Class 21 contains 25100 members 
Mstep: Class 22 contains 36594 members 
Mstep: Class 23 contains 14692 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77999 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Mstep: Class 28 contains 308 members 
Entering Unmasked Estep 
Score: -154617040.000000 Penalty: 97617.203125
Splitting cluster 5 changes total score from -154618976.000000 to -154617040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (52952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52952 members 
Entering Unmasked Estep 
Score: -6663380.000000 Penalty: 2697.531006
	Iteration 0F: 2 clusters Score -6663380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -6627589.500000 Penalty: 5395.062012
	Iteration 0F: 3 clusters Score -6627590 nChanged 24469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -6641247.500000 Penalty: 5395.062012
	Iteration 1F: 3 clusters Score -6641248 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -6642189.000000 Penalty: 5395.062012
	Iteration 2Q: 3 clusters Score -6642189 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -6643530.500000 Penalty: 5395.062012
	Iteration 3F: 3 clusters Score -6643530 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -6645894.000000 Penalty: 5395.062012
	Iteration 4F: 3 clusters Score -6645894 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -6649616.500000 Penalty: 5395.062012
	Iteration 5F: 3 clusters Score -6649616 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -6654378.500000 Penalty: 5395.062012
	Iteration 6F: 3 clusters Score -6654378 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -6658215.000000 Penalty: 5395.062012
	Iteration 7F: 3 clusters Score -6658215 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -6660029.000000 Penalty: 5395.062012
	Iteration 8Q: 3 clusters Score -6660029 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -6660632.500000 Penalty: 5395.062012
	Iteration 9Q: 3 clusters Score -6660632 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -6660824.000000 Penalty: 5395.062012
	Iteration 10Q: 3 clusters Score -6660824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -6660899.500000 Penalty: 5395.062012
	Iteration 11Q: 3 clusters Score -6660900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 52757 members 
Entering Unmasked Estep 
Score: -6660964.000000 Penalty: 5395.062012
	Iteration 12Q: 3 clusters Score -6660964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -6660996.500000 Penalty: 5395.062012
	Iteration 13Q: 3 clusters Score -6660996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 52773 members 
Entering Unmasked Estep 
Score: -6661010.000000 Penalty: 5395.062012
	Iteration 14Q: 3 clusters Score -6661010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -6661018.500000 Penalty: 5395.062012
	Iteration 15Q: 3 clusters Score -6661018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -6661017.000000 Penalty: 5395.062012
	Iteration 16Q: 3 clusters Score -6661017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -6661026.500000 Penalty: 5395.062012
	Iteration 17Q: 3 clusters Score -6661026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -6661039.000000 Penalty: 5395.062012
	Iteration 18Q: 3 clusters Score -6661039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -6661048.500000 Penalty: 5395.062012
	Iteration 19Q: 3 clusters Score -6661048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -6661051.500000 Penalty: 5395.062012
	Iteration 20F: 3 clusters Score -6661052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -6661058.000000 Penalty: 5395.062012
	Iteration 21Q: 3 clusters Score -6661058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -6661058.000000 Penalty: 5395.062012
	Iteration 22F: 3 clusters Score -6661058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Entering Unmasked Estep 
Score: -1862334.125000 Penalty: 2394.589600
	Iteration 0F: 2 clusters Score -1862334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1851084.125000 Penalty: 4789.179199
	Iteration 0F: 3 clusters Score -1851084 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1854634.500000 Penalty: 4789.179199
	Iteration 1F: 3 clusters Score -1854634 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1855052.250000 Penalty: 4789.179199
	Iteration 2F: 3 clusters Score -1855052 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1855463.500000 Penalty: 4789.179199
	Iteration 3F: 3 clusters Score -1855464 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1855920.875000 Penalty: 4789.179199
	Iteration 4F: 3 clusters Score -1855921 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1856477.500000 Penalty: 4789.179199
	Iteration 5F: 3 clusters Score -1856478 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1857234.750000 Penalty: 4789.179199
	Iteration 6F: 3 clusters Score -1857235 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1858123.500000 Penalty: 4789.179199
	Iteration 7F: 3 clusters Score -1858124 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1858972.000000 Penalty: 4789.179199
	Iteration 8F: 3 clusters Score -1858972 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1859682.625000 Penalty: 4789.179199
	Iteration 9Q: 3 clusters Score -1859683 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1860114.250000 Penalty: 4789.179199
	Iteration 10Q: 3 clusters Score -1860114 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1860475.125000 Penalty: 4789.179199
	Iteration 11Q: 3 clusters Score -1860475 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1860668.500000 Penalty: 4789.179199
	Iteration 12Q: 3 clusters Score -1860668 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1860803.375000 Penalty: 4789.179199
	Iteration 13Q: 3 clusters Score -1860803 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1860896.000000 Penalty: 4789.179199
	Iteration 14Q: 3 clusters Score -1860896 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1860972.500000 Penalty: 4789.179199
	Iteration 15Q: 3 clusters Score -1860972 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1861022.125000 Penalty: 4789.179199
	Iteration 16Q: 3 clusters Score -1861022 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1861055.000000 Penalty: 4789.179199
	Iteration 17Q: 3 clusters Score -1861055 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1861074.500000 Penalty: 4789.179199
	Iteration 18Q: 3 clusters Score -1861074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1861096.625000 Penalty: 4789.179199
	Iteration 19Q: 3 clusters Score -1861097 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1861128.500000 Penalty: 4789.179199
	Iteration 20F: 3 clusters Score -1861128 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1861154.375000 Penalty: 4789.179199
	Iteration 21Q: 3 clusters Score -1861154 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1861170.125000 Penalty: 4789.179199
	Iteration 22Q: 3 clusters Score -1861170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1861180.375000 Penalty: 4789.179199
	Iteration 23Q: 3 clusters Score -1861180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1861187.375000 Penalty: 4789.179199
	Iteration 24Q: 3 clusters Score -1861187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1861192.250000 Penalty: 4789.179199
	Iteration 25Q: 3 clusters Score -1861192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1861202.125000 Penalty: 4789.179199
	Iteration 26Q: 3 clusters Score -1861202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1861198.625000 Penalty: 4789.179199
	Iteration 27Q: 3 clusters Score -1861199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1861200.500000 Penalty: 4789.179199
	Iteration 28Q: 3 clusters Score -1861200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1861202.250000 Penalty: 4789.179199
	Iteration 29Q: 3 clusters Score -1861202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1861207.750000 Penalty: 4789.179199
	Iteration 30Q: 3 clusters Score -1861208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1861211.875000 Penalty: 4789.179199
	Iteration 31Q: 3 clusters Score -1861212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1861209.750000 Penalty: 4789.179199
	Iteration 32Q: 3 clusters Score -1861210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1861216.250000 Penalty: 4789.179199
	Iteration 33Q: 3 clusters Score -1861216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1861215.000000 Penalty: 4789.179199
	Iteration 34Q: 3 clusters Score -1861215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1861217.000000 Penalty: 4789.179199
	Iteration 35Q: 3 clusters Score -1861217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1861219.625000 Penalty: 4789.179199
	Iteration 36Q: 3 clusters Score -1861220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1861220.250000 Penalty: 4789.179199
	Iteration 37Q: 3 clusters Score -1861220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1861217.750000 Penalty: 4789.179199
	Iteration 38Q: 3 clusters Score -1861218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1861219.125000 Penalty: 4789.179199
	Iteration 39Q: 3 clusters Score -1861219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1861217.875000 Penalty: 4789.179199
	Iteration 40F: 3 clusters Score -1861218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1861220.375000 Penalty: 4789.179199
	Iteration 41Q: 3 clusters Score -1861220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1861217.875000 Penalty: 4789.179199
	Iteration 42Q: 3 clusters Score -1861218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1861218.500000 Penalty: 4789.179199
	Iteration 43Q: 3 clusters Score -1861218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1861220.500000 Penalty: 4789.179199
	Iteration 44Q: 3 clusters Score -1861220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1861222.000000 Penalty: 4789.179199
	Iteration 45Q: 3 clusters Score -1861222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1861220.000000 Penalty: 4789.179199
	Iteration 46Q: 3 clusters Score -1861220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1861223.125000 Penalty: 4789.179199
	Iteration 47Q: 3 clusters Score -1861223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1861227.250000 Penalty: 4789.179199
	Iteration 48Q: 3 clusters Score -1861227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1861228.250000 Penalty: 4789.179199
	Iteration 49Q: 3 clusters Score -1861228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1861228.250000 Penalty: 4789.179199
	Iteration 50F: 3 clusters Score -1861228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Entering Unmasked Estep 
Score: -517256.968750 Penalty: 2067.067871
	Iteration 0F: 2 clusters Score -517257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -513283.625000 Penalty: 4134.135742
	Iteration 0F: 3 clusters Score -513283.6 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -514143.343750 Penalty: 4134.135742
	Iteration 1F: 3 clusters Score -514143.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -514346.656250 Penalty: 4134.135742
	Iteration 2F: 3 clusters Score -514346.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -514475.843750 Penalty: 4134.135742
	Iteration 3F: 3 clusters Score -514475.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -514575.687500 Penalty: 4134.135742
	Iteration 4Q: 3 clusters Score -514575.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -514642.625000 Penalty: 4134.135742
	Iteration 5Q: 3 clusters Score -514642.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -514687.031250 Penalty: 4134.135742
	Iteration 6Q: 3 clusters Score -514687 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -514721.375000 Penalty: 4134.135742
	Iteration 7Q: 3 clusters Score -514721.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -514759.156250 Penalty: 4134.135742
	Iteration 8Q: 3 clusters Score -514759.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -514805.468750 Penalty: 4134.135742
	Iteration 9Q: 3 clusters Score -514805.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -514848.062500 Penalty: 4134.135742
	Iteration 10Q: 3 clusters Score -514848.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -514889.625000 Penalty: 4134.135742
	Iteration 11Q: 3 clusters Score -514889.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -514922.843750 Penalty: 4134.135742
	Iteration 12Q: 3 clusters Score -514922.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -514951.500000 Penalty: 4134.135742
	Iteration 13Q: 3 clusters Score -514951.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -514984.312500 Penalty: 4134.135742
	Iteration 14Q: 3 clusters Score -514984.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -515019.500000 Penalty: 4134.135742
	Iteration 15Q: 3 clusters Score -515019.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -515049.656250 Penalty: 4134.135742
	Iteration 16Q: 3 clusters Score -515049.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -515078.437500 Penalty: 4134.135742
	Iteration 17Q: 3 clusters Score -515078.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -515106.406250 Penalty: 4134.135742
	Iteration 18Q: 3 clusters Score -515106.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -515134.375000 Penalty: 4134.135742
	Iteration 19Q: 3 clusters Score -515134.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -515163.218750 Penalty: 4134.135742
	Iteration 20F: 3 clusters Score -515163.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -515195.281250 Penalty: 4134.135742
	Iteration 21Q: 3 clusters Score -515195.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -515220.500000 Penalty: 4134.135742
	Iteration 22Q: 3 clusters Score -515220.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -515236.781250 Penalty: 4134.135742
	Iteration 23Q: 3 clusters Score -515236.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -515253.531250 Penalty: 4134.135742
	Iteration 24Q: 3 clusters Score -515253.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -515276.281250 Penalty: 4134.135742
	Iteration 25Q: 3 clusters Score -515276.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -515301.968750 Penalty: 4134.135742
	Iteration 26Q: 3 clusters Score -515302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -515322.687500 Penalty: 4134.135742
	Iteration 27Q: 3 clusters Score -515322.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -515348.250000 Penalty: 4134.135742
	Iteration 28Q: 3 clusters Score -515348.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -515382.062500 Penalty: 4134.135742
	Iteration 29Q: 3 clusters Score -515382.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -515416.687500 Penalty: 4134.135742
	Iteration 30Q: 3 clusters Score -515416.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -515443.562500 Penalty: 4134.135742
	Iteration 31Q: 3 clusters Score -515443.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -515476.343750 Penalty: 4134.135742
	Iteration 32Q: 3 clusters Score -515476.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -515504.218750 Penalty: 4134.135742
	Iteration 33Q: 3 clusters Score -515504.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -515520.593750 Penalty: 4134.135742
	Iteration 34Q: 3 clusters Score -515520.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -515538.843750 Penalty: 4134.135742
	Iteration 35Q: 3 clusters Score -515538.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -515551.343750 Penalty: 4134.135742
	Iteration 36Q: 3 clusters Score -515551.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -515559.875000 Penalty: 4134.135742
	Iteration 37Q: 3 clusters Score -515559.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -515576.781250 Penalty: 4134.135742
	Iteration 38Q: 3 clusters Score -515576.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -515588.156250 Penalty: 4134.135742
	Iteration 39Q: 3 clusters Score -515588.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -515599.062500 Penalty: 4134.135742
	Iteration 40F: 3 clusters Score -515599.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -515606.000000 Penalty: 4134.135742
	Iteration 41Q: 3 clusters Score -515606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -515610.031250 Penalty: 4134.135742
	Iteration 42Q: 3 clusters Score -515610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -515613.281250 Penalty: 4134.135742
	Iteration 43Q: 3 clusters Score -515613.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -515618.562500 Penalty: 4134.135742
	Iteration 44Q: 3 clusters Score -515618.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -515626.062500 Penalty: 4134.135742
	Iteration 45Q: 3 clusters Score -515626.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -515631.062500 Penalty: 4134.135742
	Iteration 46Q: 3 clusters Score -515631.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -515640.593750 Penalty: 4134.135742
	Iteration 47Q: 3 clusters Score -515640.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -515646.406250 Penalty: 4134.135742
	Iteration 48Q: 3 clusters Score -515646.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -515651.062500 Penalty: 4134.135742
	Iteration 49Q: 3 clusters Score -515651.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -515652.750000 Penalty: 4134.135742
	Iteration 50Q: 3 clusters Score -515652.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -515655.031250 Penalty: 4134.135742
	Iteration 51Q: 3 clusters Score -515655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -515655.593750 Penalty: 4134.135742
	Iteration 52Q: 3 clusters Score -515655.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -515655.593750 Penalty: 4134.135742
	Iteration 53F: 3 clusters Score -515655.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82213 members 
Entering Unmasked Estep 
Score: -10362095.000000 Penalty: 2806.633057
	Iteration 0F: 2 clusters Score -1.03621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -10306969.000000 Penalty: 5613.266113
	Iteration 0F: 3 clusters Score -1.030697e+07 nChanged 38776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -10328780.000000 Penalty: 5613.266113
	Iteration 1F: 3 clusters Score -1.032878e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -10329445.000000 Penalty: 5613.266113
	Iteration 2Q: 3 clusters Score -1.032944e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -10330102.000000 Penalty: 5613.266113
	Iteration 3Q: 3 clusters Score -1.03301e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -10330756.000000 Penalty: 5613.266113
	Iteration 4Q: 3 clusters Score -1.033076e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -10331705.000000 Penalty: 5613.266113
	Iteration 5Q: 3 clusters Score -1.03317e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -10332905.000000 Penalty: 5613.266113
	Iteration 6Q: 3 clusters Score -1.03329e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -10334810.000000 Penalty: 5613.266113
	Iteration 7Q: 3 clusters Score -1.033481e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -10337920.000000 Penalty: 5613.266113
	Iteration 8F: 3 clusters Score -1.033792e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63218 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -10342491.000000 Penalty: 5613.266113
	Iteration 9F: 3 clusters Score -1.034249e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69586 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -10348052.000000 Penalty: 5613.266113
	Iteration 10F: 3 clusters Score -1.034805e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -10353377.000000 Penalty: 5613.266113
	Iteration 11F: 3 clusters Score -1.035338e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78765 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -10356825.000000 Penalty: 5613.266113
	Iteration 12Q: 3 clusters Score -1.035682e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80659 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -10358511.000000 Penalty: 5613.266113
	Iteration 13Q: 3 clusters Score -1.035851e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81423 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -10359176.000000 Penalty: 5613.266113
	Iteration 14Q: 3 clusters Score -1.035918e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81702 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10359422.000000 Penalty: 5613.266113
	Iteration 15Q: 3 clusters Score -1.035942e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81796 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -10359547.000000 Penalty: 5613.266113
	Iteration 16Q: 3 clusters Score -1.035955e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81860 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10359631.000000 Penalty: 5613.266113
	Iteration 17Q: 3 clusters Score -1.035963e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81887 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10359675.000000 Penalty: 5613.266113
	Iteration 18Q: 3 clusters Score -1.035968e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10359673.000000 Penalty: 5613.266113
	Iteration 19Q: 3 clusters Score -1.035967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81904 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -10359685.000000 Penalty: 5613.266113
	Iteration 20F: 3 clusters Score -1.035968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81911 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -10359696.000000 Penalty: 5613.266113
	Iteration 21Q: 3 clusters Score -1.03597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81913 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -10359697.000000 Penalty: 5613.266113
	Iteration 22Q: 3 clusters Score -1.03597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81914 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -10359707.000000 Penalty: 5613.266113
	Iteration 23Q: 3 clusters Score -1.035971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81920 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10359720.000000 Penalty: 5613.266113
	Iteration 24Q: 3 clusters Score -1.035972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81923 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10359725.000000 Penalty: 5613.266113
	Iteration 25Q: 3 clusters Score -1.035972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81922 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10359725.000000 Penalty: 5613.266113
	Iteration 26Q: 3 clusters Score -1.035972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81922 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10359725.000000 Penalty: 5613.266113
	Iteration 27F: 3 clusters Score -1.035972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Entering Unmasked Estep 
Score: -1879027.500000 Penalty: 2391.503906
	Iteration 0F: 2 clusters Score -1879028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1867953.250000 Penalty: 4783.007812
	Iteration 0F: 3 clusters Score -1867953 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1871597.375000 Penalty: 4783.007812
	Iteration 1F: 3 clusters Score -1871597 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1872005.000000 Penalty: 4783.007812
	Iteration 2F: 3 clusters Score -1872005 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1872301.125000 Penalty: 4783.007812
	Iteration 3Q: 3 clusters Score -1872301 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1872546.125000 Penalty: 4783.007812
	Iteration 4Q: 3 clusters Score -1872546 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1872795.625000 Penalty: 4783.007812
	Iteration 5Q: 3 clusters Score -1872796 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1873071.750000 Penalty: 4783.007812
	Iteration 6Q: 3 clusters Score -1873072 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1873381.500000 Penalty: 4783.007812
	Iteration 7Q: 3 clusters Score -1873382 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1873697.375000 Penalty: 4783.007812
	Iteration 8Q: 3 clusters Score -1873697 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1874096.125000 Penalty: 4783.007812
	Iteration 9Q: 3 clusters Score -1874096 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1874590.375000 Penalty: 4783.007812
	Iteration 10Q: 3 clusters Score -1874590 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1875103.375000 Penalty: 4783.007812
	Iteration 11Q: 3 clusters Score -1875103 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1875568.750000 Penalty: 4783.007812
	Iteration 12Q: 3 clusters Score -1875569 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1875940.625000 Penalty: 4783.007812
	Iteration 13Q: 3 clusters Score -1875941 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1876172.875000 Penalty: 4783.007812
	Iteration 14Q: 3 clusters Score -1876173 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1876299.125000 Penalty: 4783.007812
	Iteration 15Q: 3 clusters Score -1876299 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1876366.500000 Penalty: 4783.007812
	Iteration 16Q: 3 clusters Score -1876366 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1876418.000000 Penalty: 4783.007812
	Iteration 17Q: 3 clusters Score -1876418 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1876455.250000 Penalty: 4783.007812
	Iteration 18Q: 3 clusters Score -1876455 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1876486.375000 Penalty: 4783.007812
	Iteration 19Q: 3 clusters Score -1876486 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1876509.875000 Penalty: 4783.007812
	Iteration 20F: 3 clusters Score -1876510 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1876525.125000 Penalty: 4783.007812
	Iteration 21Q: 3 clusters Score -1876525 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1876554.875000 Penalty: 4783.007812
	Iteration 22Q: 3 clusters Score -1876555 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1876585.000000 Penalty: 4783.007812
	Iteration 23Q: 3 clusters Score -1876585 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1876615.125000 Penalty: 4783.007812
	Iteration 24Q: 3 clusters Score -1876615 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1876642.375000 Penalty: 4783.007812
	Iteration 25Q: 3 clusters Score -1876642 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1876666.375000 Penalty: 4783.007812
	Iteration 26Q: 3 clusters Score -1876666 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1876689.750000 Penalty: 4783.007812
	Iteration 27Q: 3 clusters Score -1876690 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1876719.500000 Penalty: 4783.007812
	Iteration 28Q: 3 clusters Score -1876720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1876733.500000 Penalty: 4783.007812
	Iteration 29Q: 3 clusters Score -1876734 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1876757.250000 Penalty: 4783.007812
	Iteration 30Q: 3 clusters Score -1876757 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1876769.125000 Penalty: 4783.007812
	Iteration 31Q: 3 clusters Score -1876769 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1876785.000000 Penalty: 4783.007812
	Iteration 32Q: 3 clusters Score -1876785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1876793.750000 Penalty: 4783.007812
	Iteration 33Q: 3 clusters Score -1876794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1876804.500000 Penalty: 4783.007812
	Iteration 34Q: 3 clusters Score -1876804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1876814.375000 Penalty: 4783.007812
	Iteration 35Q: 3 clusters Score -1876814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1876821.500000 Penalty: 4783.007812
	Iteration 36Q: 3 clusters Score -1876822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1876833.375000 Penalty: 4783.007812
	Iteration 37Q: 3 clusters Score -1876833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1876841.625000 Penalty: 4783.007812
	Iteration 38Q: 3 clusters Score -1876842 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1876852.125000 Penalty: 4783.007812
	Iteration 39Q: 3 clusters Score -1876852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1876855.250000 Penalty: 4783.007812
	Iteration 40F: 3 clusters Score -1876855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1876853.375000 Penalty: 4783.007812
	Iteration 41Q: 3 clusters Score -1876853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1876858.875000 Penalty: 4783.007812
	Iteration 42Q: 3 clusters Score -1876859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1876873.750000 Penalty: 4783.007812
	Iteration 43Q: 3 clusters Score -1876874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1876875.250000 Penalty: 4783.007812
	Iteration 44Q: 3 clusters Score -1876875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1876879.000000 Penalty: 4783.007812
	Iteration 45Q: 3 clusters Score -1876879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1876881.500000 Penalty: 4783.007812
	Iteration 46Q: 3 clusters Score -1876882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1876887.000000 Penalty: 4783.007812
	Iteration 47Q: 3 clusters Score -1876887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1876895.750000 Penalty: 4783.007812
	Iteration 48Q: 3 clusters Score -1876896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1876897.250000 Penalty: 4783.007812
	Iteration 49Q: 3 clusters Score -1876897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1876898.625000 Penalty: 4783.007812
	Iteration 50Q: 3 clusters Score -1876899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1876901.125000 Penalty: 4783.007812
	Iteration 51Q: 3 clusters Score -1876901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1876909.625000 Penalty: 4783.007812
	Iteration 52Q: 3 clusters Score -1876910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1876910.375000 Penalty: 4783.007812
	Iteration 53Q: 3 clusters Score -1876910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1876912.375000 Penalty: 4783.007812
	Iteration 54Q: 3 clusters Score -1876912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1876910.625000 Penalty: 4783.007812
	Iteration 55Q: 3 clusters Score -1876911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1876916.375000 Penalty: 4783.007812
	Iteration 56Q: 3 clusters Score -1876916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1876916.250000 Penalty: 4783.007812
	Iteration 57Q: 3 clusters Score -1876916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1876917.375000 Penalty: 4783.007812
	Iteration 58Q: 3 clusters Score -1876917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1876915.000000 Penalty: 4783.007812
	Iteration 59Q: 3 clusters Score -1876915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1876921.750000 Penalty: 4783.007812
	Iteration 60F: 3 clusters Score -1876922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1876919.375000 Penalty: 4783.007812
	Iteration 61Q: 3 clusters Score -1876919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1876924.500000 Penalty: 4783.007812
	Iteration 62Q: 3 clusters Score -1876924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1876919.625000 Penalty: 4783.007812
	Iteration 63Q: 3 clusters Score -1876920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1876920.875000 Penalty: 4783.007812
	Iteration 64Q: 3 clusters Score -1876921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1876921.625000 Penalty: 4783.007812
	Iteration 65Q: 3 clusters Score -1876922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1876924.500000 Penalty: 4783.007812
	Iteration 66Q: 3 clusters Score -1876924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1876923.875000 Penalty: 4783.007812
	Iteration 67Q: 3 clusters Score -1876924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1876924.125000 Penalty: 4783.007812
	Iteration 68Q: 3 clusters Score -1876924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1876928.750000 Penalty: 4783.007812
	Iteration 69Q: 3 clusters Score -1876929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1876929.500000 Penalty: 4783.007812
	Iteration 70Q: 3 clusters Score -1876930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1876934.500000 Penalty: 4783.007812
	Iteration 71Q: 3 clusters Score -1876934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1876938.000000 Penalty: 4783.007812
	Iteration 72Q: 3 clusters Score -1876938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1876942.750000 Penalty: 4783.007812
	Iteration 73Q: 3 clusters Score -1876943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1876942.375000 Penalty: 4783.007812
	Iteration 74Q: 3 clusters Score -1876942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1876942.500000 Penalty: 4783.007812
	Iteration 75Q: 3 clusters Score -1876942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1876941.000000 Penalty: 4783.007812
	Iteration 76Q: 3 clusters Score -1876941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1876943.250000 Penalty: 4783.007812
	Iteration 77Q: 3 clusters Score -1876943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1876944.000000 Penalty: 4783.007812
	Iteration 78Q: 3 clusters Score -1876944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1876942.875000 Penalty: 4783.007812
	Iteration 79Q: 3 clusters Score -1876943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1876941.500000 Penalty: 4783.007812
	Iteration 80F: 3 clusters Score -1876942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -49009.296875 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -49009.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47565.582031 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -47565.58 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47727.687500 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -47727.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47769.066406 Penalty: 3006.482422
	Iteration 2Q: 3 clusters Score -47769.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47788.238281 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -47788.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47790.523438 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -47790.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47793.125000 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -47793.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47793.125000 Penalty: 3006.482422
	Iteration 6F: 3 clusters Score -47793.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Entering Unmasked Estep 
Score: -2834089.750000 Penalty: 2516.694580
	Iteration 0F: 2 clusters Score -2834090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2816377.250000 Penalty: 5033.389160
	Iteration 0F: 3 clusters Score -2816377 nChanged 11405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2822939.500000 Penalty: 5033.389160
	Iteration 1F: 3 clusters Score -2822940 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2823767.750000 Penalty: 5033.389160
	Iteration 2F: 3 clusters Score -2823768 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2824580.000000 Penalty: 5033.389160
	Iteration 3F: 3 clusters Score -2824580 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2825438.000000 Penalty: 5033.389160
	Iteration 4F: 3 clusters Score -2825438 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2826447.000000 Penalty: 5033.389160
	Iteration 5F: 3 clusters Score -2826447 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2827403.500000 Penalty: 5033.389160
	Iteration 6F: 3 clusters Score -2827404 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2828303.500000 Penalty: 5033.389160
	Iteration 7F: 3 clusters Score -2828304 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2829169.250000 Penalty: 5033.389160
	Iteration 8Q: 3 clusters Score -2829169 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2829839.250000 Penalty: 5033.389160
	Iteration 9Q: 3 clusters Score -2829839 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2830371.500000 Penalty: 5033.389160
	Iteration 10Q: 3 clusters Score -2830372 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2830810.750000 Penalty: 5033.389160
	Iteration 11Q: 3 clusters Score -2830811 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2831151.500000 Penalty: 5033.389160
	Iteration 12Q: 3 clusters Score -2831152 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2831400.000000 Penalty: 5033.389160
	Iteration 13Q: 3 clusters Score -2831400 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2831566.750000 Penalty: 5033.389160
	Iteration 14Q: 3 clusters Score -2831567 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2831715.250000 Penalty: 5033.389160
	Iteration 15Q: 3 clusters Score -2831715 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2831814.750000 Penalty: 5033.389160
	Iteration 16Q: 3 clusters Score -2831815 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2831894.750000 Penalty: 5033.389160
	Iteration 17Q: 3 clusters Score -2831895 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2831983.250000 Penalty: 5033.389160
	Iteration 18Q: 3 clusters Score -2831983 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2832021.250000 Penalty: 5033.389160
	Iteration 19Q: 3 clusters Score -2832021 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2832064.000000 Penalty: 5033.389160
	Iteration 20F: 3 clusters Score -2832064 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2832124.250000 Penalty: 5033.389160
	Iteration 21Q: 3 clusters Score -2832124 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2832183.250000 Penalty: 5033.389160
	Iteration 22Q: 3 clusters Score -2832183 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2832226.000000 Penalty: 5033.389160
	Iteration 23Q: 3 clusters Score -2832226 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2832252.750000 Penalty: 5033.389160
	Iteration 24Q: 3 clusters Score -2832253 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2832267.750000 Penalty: 5033.389160
	Iteration 25Q: 3 clusters Score -2832268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2832281.000000 Penalty: 5033.389160
	Iteration 26Q: 3 clusters Score -2832281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2832288.250000 Penalty: 5033.389160
	Iteration 27Q: 3 clusters Score -2832288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2832289.250000 Penalty: 5033.389160
	Iteration 28Q: 3 clusters Score -2832289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2832290.000000 Penalty: 5033.389160
	Iteration 29Q: 3 clusters Score -2832290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2832290.250000 Penalty: 5033.389160
	Iteration 30Q: 3 clusters Score -2832290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2832290.250000 Penalty: 5033.389160
	Iteration 31F: 3 clusters Score -2832290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Entering Unmasked Estep 
Score: -2141940.000000 Penalty: 2417.011719
	Iteration 0F: 2 clusters Score -2141940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2129629.000000 Penalty: 4834.023438
	Iteration 0F: 3 clusters Score -2129629 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2133529.500000 Penalty: 4834.023438
	Iteration 1F: 3 clusters Score -2133530 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2133901.000000 Penalty: 4834.023438
	Iteration 2F: 3 clusters Score -2133901 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2134187.250000 Penalty: 4834.023438
	Iteration 3Q: 3 clusters Score -2134187 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2134392.500000 Penalty: 4834.023438
	Iteration 4Q: 3 clusters Score -2134392 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2134570.250000 Penalty: 4834.023438
	Iteration 5Q: 3 clusters Score -2134570 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2134729.750000 Penalty: 4834.023438
	Iteration 6Q: 3 clusters Score -2134730 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2134866.250000 Penalty: 4834.023438
	Iteration 7Q: 3 clusters Score -2134866 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2135019.500000 Penalty: 4834.023438
	Iteration 8Q: 3 clusters Score -2135020 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2135170.000000 Penalty: 4834.023438
	Iteration 9Q: 3 clusters Score -2135170 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2135354.750000 Penalty: 4834.023438
	Iteration 10Q: 3 clusters Score -2135355 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2135631.500000 Penalty: 4834.023438
	Iteration 11Q: 3 clusters Score -2135632 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2136016.000000 Penalty: 4834.023438
	Iteration 12Q: 3 clusters Score -2136016 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2136485.500000 Penalty: 4834.023438
	Iteration 13Q: 3 clusters Score -2136486 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2137016.000000 Penalty: 4834.023438
	Iteration 14Q: 3 clusters Score -2137016 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2137626.500000 Penalty: 4834.023438
	Iteration 15Q: 3 clusters Score -2137626 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2138207.000000 Penalty: 4834.023438
	Iteration 16Q: 3 clusters Score -2138207 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2138688.750000 Penalty: 4834.023438
	Iteration 17Q: 3 clusters Score -2138689 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2139074.250000 Penalty: 4834.023438
	Iteration 18Q: 3 clusters Score -2139074 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2139363.500000 Penalty: 4834.023438
	Iteration 19Q: 3 clusters Score -2139364 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2139574.500000 Penalty: 4834.023438
	Iteration 20F: 3 clusters Score -2139574 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2139695.500000 Penalty: 4834.023438
	Iteration 21Q: 3 clusters Score -2139696 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2139759.000000 Penalty: 4834.023438
	Iteration 22Q: 3 clusters Score -2139759 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2139801.250000 Penalty: 4834.023438
	Iteration 23Q: 3 clusters Score -2139801 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2139835.750000 Penalty: 4834.023438
	Iteration 24Q: 3 clusters Score -2139836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2139852.750000 Penalty: 4834.023438
	Iteration 25Q: 3 clusters Score -2139853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2139858.250000 Penalty: 4834.023438
	Iteration 26Q: 3 clusters Score -2139858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2139868.000000 Penalty: 4834.023438
	Iteration 27Q: 3 clusters Score -2139868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2139876.000000 Penalty: 4834.023438
	Iteration 28Q: 3 clusters Score -2139876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2139883.000000 Penalty: 4834.023438
	Iteration 29Q: 3 clusters Score -2139883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2139886.750000 Penalty: 4834.023438
	Iteration 30Q: 3 clusters Score -2139887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2139892.000000 Penalty: 4834.023438
	Iteration 31Q: 3 clusters Score -2139892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2139890.750000 Penalty: 4834.023438
	Iteration 32Q: 3 clusters Score -2139891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2139891.000000 Penalty: 4834.023438
	Iteration 33Q: 3 clusters Score -2139891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2139895.500000 Penalty: 4834.023438
	Iteration 34Q: 3 clusters Score -2139896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2139897.250000 Penalty: 4834.023438
	Iteration 35Q: 3 clusters Score -2139897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2139900.000000 Penalty: 4834.023438
	Iteration 36Q: 3 clusters Score -2139900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2139901.000000 Penalty: 4834.023438
	Iteration 37Q: 3 clusters Score -2139901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2139905.250000 Penalty: 4834.023438
	Iteration 38Q: 3 clusters Score -2139905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2139910.500000 Penalty: 4834.023438
	Iteration 39Q: 3 clusters Score -2139910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2139910.750000 Penalty: 4834.023438
	Iteration 40F: 3 clusters Score -2139911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2139910.500000 Penalty: 4834.023438
	Iteration 41Q: 3 clusters Score -2139910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2139912.250000 Penalty: 4834.023438
	Iteration 42Q: 3 clusters Score -2139912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2139912.000000 Penalty: 4834.023438
	Iteration 43Q: 3 clusters Score -2139912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2139912.000000 Penalty: 4834.023438
	Iteration 44F: 3 clusters Score -2139912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (292386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292386 members 
Entering Unmasked Estep 
Score: -36266452.000000 Penalty: 3121.285889
	Iteration 0F: 2 clusters Score -3.626645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146446 members 
Mstep: Class 2 contains 145940 members 
Entering Unmasked Estep 
Score: -36080432.000000 Penalty: 6242.571777
	Iteration 0F: 3 clusters Score -3.608043e+07 nChanged 141434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151118 members 
Mstep: Class 2 contains 141268 members 
Entering Unmasked Estep 
Score: -36165324.000000 Penalty: 6242.571777
	Iteration 1F: 3 clusters Score -3.616532e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153981 members 
Mstep: Class 2 contains 138405 members 
Entering Unmasked Estep 
Score: -36167148.000000 Penalty: 6242.571777
	Iteration 2Q: 3 clusters Score -3.616715e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158482 members 
Mstep: Class 2 contains 133904 members 
Entering Unmasked Estep 
Score: -36170492.000000 Penalty: 6242.571777
	Iteration 3Q: 3 clusters Score -3.617049e+07 nChanged 11336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165148 members 
Mstep: Class 2 contains 127238 members 
Entering Unmasked Estep 
Score: -36176348.000000 Penalty: 6242.571777
	Iteration 4Q: 3 clusters Score -3.617635e+07 nChanged 14279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174385 members 
Mstep: Class 2 contains 118001 members 
Entering Unmasked Estep 
Score: -36185920.000000 Penalty: 6242.571777
	Iteration 5Q: 3 clusters Score -3.618592e+07 nChanged 17362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185335 members 
Mstep: Class 2 contains 107051 members 
Entering Unmasked Estep 
Score: -36200136.000000 Penalty: 6242.571777
	Iteration 6F: 3 clusters Score -3.620014e+07 nChanged 18912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195565 members 
Mstep: Class 2 contains 96821 members 
Entering Unmasked Estep 
Score: -36215852.000000 Penalty: 6242.571777
	Iteration 7F: 3 clusters Score -3.621585e+07 nChanged 17808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203117 members 
Mstep: Class 2 contains 89269 members 
Entering Unmasked Estep 
Score: -36227896.000000 Penalty: 6242.571777
	Iteration 8F: 3 clusters Score -3.62279e+07 nChanged 13984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208127 members 
Mstep: Class 2 contains 84259 members 
Entering Unmasked Estep 
Score: -36234680.000000 Penalty: 6242.571777
	Iteration 9Q: 3 clusters Score -3.623468e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212041 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -36237956.000000 Penalty: 6242.571777
	Iteration 10Q: 3 clusters Score -3.623796e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215581 members 
Mstep: Class 2 contains 76805 members 
Entering Unmasked Estep 
Score: -36239756.000000 Penalty: 6242.571777
	Iteration 11Q: 3 clusters Score -3.623976e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219029 members 
Mstep: Class 2 contains 73357 members 
Entering Unmasked Estep 
Score: -36241148.000000 Penalty: 6242.571777
	Iteration 12Q: 3 clusters Score -3.624115e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222489 members 
Mstep: Class 2 contains 69897 members 
Entering Unmasked Estep 
Score: -36242384.000000 Penalty: 6242.571777
	Iteration 13Q: 3 clusters Score -3.624238e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225838 members 
Mstep: Class 2 contains 66548 members 
Entering Unmasked Estep 
Score: -36243580.000000 Penalty: 6242.571777
	Iteration 14Q: 3 clusters Score -3.624358e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229146 members 
Mstep: Class 2 contains 63240 members 
Entering Unmasked Estep 
Score: -36244500.000000 Penalty: 6242.571777
	Iteration 15Q: 3 clusters Score -3.62445e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232445 members 
Mstep: Class 2 contains 59941 members 
Entering Unmasked Estep 
Score: -36245604.000000 Penalty: 6242.571777
	Iteration 16Q: 3 clusters Score -3.62456e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235669 members 
Mstep: Class 2 contains 56717 members 
Entering Unmasked Estep 
Score: -36246436.000000 Penalty: 6242.571777
	Iteration 17Q: 3 clusters Score -3.624644e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238776 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -36247528.000000 Penalty: 6242.571777
	Iteration 18Q: 3 clusters Score -3.624753e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241787 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -36248104.000000 Penalty: 6242.571777
	Iteration 19Q: 3 clusters Score -3.62481e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244466 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -36248844.000000 Penalty: 6242.571777
	Iteration 20F: 3 clusters Score -3.624884e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247010 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -36249592.000000 Penalty: 6242.571777
	Iteration 21Q: 3 clusters Score -3.624959e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249415 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -36250244.000000 Penalty: 6242.571777
	Iteration 22Q: 3 clusters Score -3.625024e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251647 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -36250824.000000 Penalty: 6242.571777
	Iteration 23Q: 3 clusters Score -3.625082e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253779 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -36251816.000000 Penalty: 6242.571777
	Iteration 24Q: 3 clusters Score -3.625182e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255845 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -36252592.000000 Penalty: 6242.571777
	Iteration 25Q: 3 clusters Score -3.625259e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257868 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -36253364.000000 Penalty: 6242.571777
	Iteration 26Q: 3 clusters Score -3.625336e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259911 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -36254076.000000 Penalty: 6242.571777
	Iteration 27Q: 3 clusters Score -3.625408e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261916 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -36254756.000000 Penalty: 6242.571777
	Iteration 28Q: 3 clusters Score -3.625476e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263889 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -36255500.000000 Penalty: 6242.571777
	Iteration 29Q: 3 clusters Score -3.62555e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265712 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -36256188.000000 Penalty: 6242.571777
	Iteration 30Q: 3 clusters Score -3.625619e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267465 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -36256660.000000 Penalty: 6242.571777
	Iteration 31Q: 3 clusters Score -3.625666e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269139 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -36257148.000000 Penalty: 6242.571777
	Iteration 32Q: 3 clusters Score -3.625715e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270746 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -36257804.000000 Penalty: 6242.571777
	Iteration 33Q: 3 clusters Score -3.62578e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272275 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -36258400.000000 Penalty: 6242.571777
	Iteration 34Q: 3 clusters Score -3.62584e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273702 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -36258952.000000 Penalty: 6242.571777
	Iteration 35Q: 3 clusters Score -3.625895e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275047 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -36259352.000000 Penalty: 6242.571777
	Iteration 36Q: 3 clusters Score -3.625935e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276355 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -36259988.000000 Penalty: 6242.571777
	Iteration 37Q: 3 clusters Score -3.625999e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277573 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -36260440.000000 Penalty: 6242.571777
	Iteration 38Q: 3 clusters Score -3.626044e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278701 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -36260720.000000 Penalty: 6242.571777
	Iteration 39Q: 3 clusters Score -3.626072e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279714 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -36261016.000000 Penalty: 6242.571777
	Iteration 40F: 3 clusters Score -3.626102e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280627 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -36261312.000000 Penalty: 6242.571777
	Iteration 41Q: 3 clusters Score -3.626131e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281368 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -36261488.000000 Penalty: 6242.571777
	Iteration 42Q: 3 clusters Score -3.626149e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282031 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -36261576.000000 Penalty: 6242.571777
	Iteration 43Q: 3 clusters Score -3.626158e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282583 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -36261668.000000 Penalty: 6242.571777
	Iteration 44Q: 3 clusters Score -3.626167e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283071 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -36261792.000000 Penalty: 6242.571777
	Iteration 45Q: 3 clusters Score -3.626179e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283528 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -36261984.000000 Penalty: 6242.571777
	Iteration 46Q: 3 clusters Score -3.626198e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283947 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -36262064.000000 Penalty: 6242.571777
	Iteration 47Q: 3 clusters Score -3.626206e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284326 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -36262220.000000 Penalty: 6242.571777
	Iteration 48Q: 3 clusters Score -3.626222e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284721 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -36262444.000000 Penalty: 6242.571777
	Iteration 49Q: 3 clusters Score -3.626244e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285071 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -36262576.000000 Penalty: 6242.571777
	Iteration 50Q: 3 clusters Score -3.626258e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285387 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -36262628.000000 Penalty: 6242.571777
	Iteration 51Q: 3 clusters Score -3.626263e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285640 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -36262708.000000 Penalty: 6242.571777
	Iteration 52Q: 3 clusters Score -3.626271e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285861 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -36262836.000000 Penalty: 6242.571777
	Iteration 53Q: 3 clusters Score -3.626284e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286074 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -36262844.000000 Penalty: 6242.571777
	Iteration 54Q: 3 clusters Score -3.626284e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286277 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -36262884.000000 Penalty: 6242.571777
	Iteration 55Q: 3 clusters Score -3.626288e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286463 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -36262988.000000 Penalty: 6242.571777
	Iteration 56Q: 3 clusters Score -3.626299e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286623 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -36263000.000000 Penalty: 6242.571777
	Iteration 57Q: 3 clusters Score -3.6263e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286773 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -36263084.000000 Penalty: 6242.571777
	Iteration 58Q: 3 clusters Score -3.626308e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286913 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -36263124.000000 Penalty: 6242.571777
	Iteration 59Q: 3 clusters Score -3.626312e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287032 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -36263168.000000 Penalty: 6242.571777
	Iteration 60F: 3 clusters Score -3.626317e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287164 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -36263212.000000 Penalty: 6242.571777
	Iteration 61Q: 3 clusters Score -3.626321e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287275 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -36263312.000000 Penalty: 6242.571777
	Iteration 62Q: 3 clusters Score -3.626331e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287383 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -36263332.000000 Penalty: 6242.571777
	Iteration 63Q: 3 clusters Score -3.626333e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287491 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -36263344.000000 Penalty: 6242.571777
	Iteration 64Q: 3 clusters Score -3.626334e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287584 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -36263384.000000 Penalty: 6242.571777
	Iteration 65Q: 3 clusters Score -3.626338e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287662 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -36263424.000000 Penalty: 6242.571777
	Iteration 66Q: 3 clusters Score -3.626342e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287731 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -36263472.000000 Penalty: 6242.571777
	Iteration 67Q: 3 clusters Score -3.626347e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287790 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -36263472.000000 Penalty: 6242.571777
	Iteration 68Q: 3 clusters Score -3.626347e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287845 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -36263508.000000 Penalty: 6242.571777
	Iteration 69Q: 3 clusters Score -3.626351e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287905 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -36263484.000000 Penalty: 6242.571777
	Iteration 70Q: 3 clusters Score -3.626348e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287964 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -36263484.000000 Penalty: 6242.571777
	Iteration 71Q: 3 clusters Score -3.626348e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288006 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -36263552.000000 Penalty: 6242.571777
	Iteration 72Q: 3 clusters Score -3.626355e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288057 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -36263540.000000 Penalty: 6242.571777
	Iteration 73Q: 3 clusters Score -3.626354e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288101 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -36263580.000000 Penalty: 6242.571777
	Iteration 74Q: 3 clusters Score -3.626358e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288142 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -36263588.000000 Penalty: 6242.571777
	Iteration 75Q: 3 clusters Score -3.626359e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288177 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -36263580.000000 Penalty: 6242.571777
	Iteration 76Q: 3 clusters Score -3.626358e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288209 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -36263608.000000 Penalty: 6242.571777
	Iteration 77Q: 3 clusters Score -3.626361e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288233 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -36263608.000000 Penalty: 6242.571777
	Iteration 78Q: 3 clusters Score -3.626361e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288270 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -36263624.000000 Penalty: 6242.571777
	Iteration 79Q: 3 clusters Score -3.626362e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288310 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -36263624.000000 Penalty: 6242.571777
	Iteration 80F: 3 clusters Score -3.626362e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288348 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -36263696.000000 Penalty: 6242.571777
	Iteration 81Q: 3 clusters Score -3.62637e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288382 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -36263680.000000 Penalty: 6242.571777
	Iteration 82Q: 3 clusters Score -3.626368e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288407 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -36263676.000000 Penalty: 6242.571777
	Iteration 83Q: 3 clusters Score -3.626368e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288437 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -36263672.000000 Penalty: 6242.571777
	Iteration 84Q: 3 clusters Score -3.626367e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288463 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -36263680.000000 Penalty: 6242.571777
	Iteration 85Q: 3 clusters Score -3.626368e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288493 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -36263688.000000 Penalty: 6242.571777
	Iteration 86Q: 3 clusters Score -3.626369e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288511 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -36263708.000000 Penalty: 6242.571777
	Iteration 87Q: 3 clusters Score -3.626371e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288531 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -36263688.000000 Penalty: 6242.571777
	Iteration 88Q: 3 clusters Score -3.626369e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288546 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -36263724.000000 Penalty: 6242.571777
	Iteration 89Q: 3 clusters Score -3.626372e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288561 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -36263700.000000 Penalty: 6242.571777
	Iteration 90Q: 3 clusters Score -3.62637e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288583 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -36263700.000000 Penalty: 6242.571777
	Iteration 91Q: 3 clusters Score -3.62637e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288602 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -36263748.000000 Penalty: 6242.571777
	Iteration 92Q: 3 clusters Score -3.626375e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288623 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -36263728.000000 Penalty: 6242.571777
	Iteration 93Q: 3 clusters Score -3.626373e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288654 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -36263728.000000 Penalty: 6242.571777
	Iteration 94Q: 3 clusters Score -3.626373e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288679 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -36263756.000000 Penalty: 6242.571777
	Iteration 95Q: 3 clusters Score -3.626376e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288703 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -36263796.000000 Penalty: 6242.571777
	Iteration 96Q: 3 clusters Score -3.62638e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288721 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -36263796.000000 Penalty: 6242.571777
	Iteration 97Q: 3 clusters Score -3.62638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288736 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -36263796.000000 Penalty: 6242.571777
	Iteration 98Q: 3 clusters Score -3.62638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288746 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -36263808.000000 Penalty: 6242.571777
	Iteration 99Q: 3 clusters Score -3.626381e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288753 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -36263808.000000 Penalty: 6242.571777
	Iteration 100F: 3 clusters Score -3.626381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288762 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -36263816.000000 Penalty: 6242.571777
	Iteration 101Q: 3 clusters Score -3.626382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288768 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -36263804.000000 Penalty: 6242.571777
	Iteration 102Q: 3 clusters Score -3.62638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288774 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -36263804.000000 Penalty: 6242.571777
	Iteration 103Q: 3 clusters Score -3.62638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288785 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -36263816.000000 Penalty: 6242.571777
	Iteration 104Q: 3 clusters Score -3.626382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288792 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -36263808.000000 Penalty: 6242.571777
	Iteration 105Q: 3 clusters Score -3.626381e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288800 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -36263804.000000 Penalty: 6242.571777
	Iteration 106Q: 3 clusters Score -3.62638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288808 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -36263828.000000 Penalty: 6242.571777
	Iteration 107Q: 3 clusters Score -3.626383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288815 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -36263808.000000 Penalty: 6242.571777
	Iteration 108Q: 3 clusters Score -3.626381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288822 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -36263832.000000 Penalty: 6242.571777
	Iteration 109Q: 3 clusters Score -3.626383e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288832 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -36263852.000000 Penalty: 6242.571777
	Iteration 110Q: 3 clusters Score -3.626385e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288852 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -36263856.000000 Penalty: 6242.571777
	Iteration 111Q: 3 clusters Score -3.626386e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288863 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -36263868.000000 Penalty: 6242.571777
	Iteration 112Q: 3 clusters Score -3.626387e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288868 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -36263852.000000 Penalty: 6242.571777
	Iteration 113Q: 3 clusters Score -3.626385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288873 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -36263860.000000 Penalty: 6242.571777
	Iteration 114Q: 3 clusters Score -3.626386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288880 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -36263860.000000 Penalty: 6242.571777
	Iteration 115Q: 3 clusters Score -3.626386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288885 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -36263852.000000 Penalty: 6242.571777
	Iteration 116Q: 3 clusters Score -3.626385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288892 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -36263824.000000 Penalty: 6242.571777
	Iteration 117Q: 3 clusters Score -3.626382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288899 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -36263844.000000 Penalty: 6242.571777
	Iteration 118Q: 3 clusters Score -3.626384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288905 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -36263812.000000 Penalty: 6242.571777
	Iteration 119Q: 3 clusters Score -3.626381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288905 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -36263816.000000 Penalty: 6242.571777
	Iteration 120F: 3 clusters Score -3.626382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288910 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -36263808.000000 Penalty: 6242.571777
	Iteration 121Q: 3 clusters Score -3.626381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288916 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -36263812.000000 Penalty: 6242.571777
	Iteration 122Q: 3 clusters Score -3.626381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288920 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -36263804.000000 Penalty: 6242.571777
	Iteration 123Q: 3 clusters Score -3.62638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288924 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -36263804.000000 Penalty: 6242.571777
	Iteration 124Q: 3 clusters Score -3.62638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288931 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -36263788.000000 Penalty: 6242.571777
	Iteration 125Q: 3 clusters Score -3.626379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288937 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -36263804.000000 Penalty: 6242.571777
	Iteration 126Q: 3 clusters Score -3.62638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288939 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -36263824.000000 Penalty: 6242.571777
	Iteration 127Q: 3 clusters Score -3.626382e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288946 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -36263792.000000 Penalty: 6242.571777
	Iteration 128Q: 3 clusters Score -3.626379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288950 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -36263808.000000 Penalty: 6242.571777
	Iteration 129Q: 3 clusters Score -3.626381e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288957 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -36263800.000000 Penalty: 6242.571777
	Iteration 130Q: 3 clusters Score -3.62638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288962 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -36263800.000000 Penalty: 6242.571777
	Iteration 131Q: 3 clusters Score -3.62638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288967 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -36263796.000000 Penalty: 6242.571777
	Iteration 132Q: 3 clusters Score -3.62638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288967 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -36263804.000000 Penalty: 6242.571777
	Iteration 133Q: 3 clusters Score -3.62638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288964 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -36263808.000000 Penalty: 6242.571777
	Iteration 134Q: 3 clusters Score -3.626381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288966 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -36263824.000000 Penalty: 6242.571777
	Iteration 135Q: 3 clusters Score -3.626382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288966 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -36263820.000000 Penalty: 6242.571777
	Iteration 136Q: 3 clusters Score -3.626382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288967 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -36263808.000000 Penalty: 6242.571777
	Iteration 137Q: 3 clusters Score -3.626381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288969 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -36263804.000000 Penalty: 6242.571777
	Iteration 138Q: 3 clusters Score -3.62638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288972 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -36263808.000000 Penalty: 6242.571777
	Iteration 139Q: 3 clusters Score -3.626381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288975 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -36263800.000000 Penalty: 6242.571777
	Iteration 140F: 3 clusters Score -3.62638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288977 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -36263804.000000 Penalty: 6242.571777
	Iteration 141Q: 3 clusters Score -3.62638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288979 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -36263820.000000 Penalty: 6242.571777
	Iteration 142Q: 3 clusters Score -3.626382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288982 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -36263812.000000 Penalty: 6242.571777
	Iteration 143Q: 3 clusters Score -3.626381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288986 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -36263828.000000 Penalty: 6242.571777
	Iteration 144Q: 3 clusters Score -3.626383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288991 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -36263836.000000 Penalty: 6242.571777
	Iteration 145Q: 3 clusters Score -3.626384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288993 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -36263820.000000 Penalty: 6242.571777
	Iteration 146Q: 3 clusters Score -3.626382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288994 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -36263816.000000 Penalty: 6242.571777
	Iteration 147Q: 3 clusters Score -3.626382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288997 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -36263828.000000 Penalty: 6242.571777
	Iteration 148Q: 3 clusters Score -3.626383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288998 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -36263852.000000 Penalty: 6242.571777
	Iteration 149Q: 3 clusters Score -3.626385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288999 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -36263852.000000 Penalty: 6242.571777
	Iteration 150Q: 3 clusters Score -3.626385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289002 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -36263832.000000 Penalty: 6242.571777
	Iteration 151Q: 3 clusters Score -3.626383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289005 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -36263836.000000 Penalty: 6242.571777
	Iteration 152Q: 3 clusters Score -3.626384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289009 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -36263828.000000 Penalty: 6242.571777
	Iteration 153Q: 3 clusters Score -3.626383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289008 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -36263832.000000 Penalty: 6242.571777
	Iteration 154Q: 3 clusters Score -3.626383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289008 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -36263832.000000 Penalty: 6242.571777
	Iteration 155F: 3 clusters Score -3.626383e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -295668.718750 Penalty: 1962.099243
	Iteration 0F: 2 clusters Score -295668.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -292603.593750 Penalty: 3924.198486
	Iteration 0F: 3 clusters Score -292603.6 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -293241.031250 Penalty: 3924.198486
	Iteration 1F: 3 clusters Score -293241 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -293433.968750 Penalty: 3924.198486
	Iteration 2F: 3 clusters Score -293434 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -293552.625000 Penalty: 3924.198486
	Iteration 3Q: 3 clusters Score -293552.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -293651.781250 Penalty: 3924.198486
	Iteration 4Q: 3 clusters Score -293651.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -293737.531250 Penalty: 3924.198486
	Iteration 5Q: 3 clusters Score -293737.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -293800.562500 Penalty: 3924.198486
	Iteration 6Q: 3 clusters Score -293800.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -293844.625000 Penalty: 3924.198486
	Iteration 7Q: 3 clusters Score -293844.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -293873.875000 Penalty: 3924.198486
	Iteration 8Q: 3 clusters Score -293873.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -293897.093750 Penalty: 3924.198486
	Iteration 9Q: 3 clusters Score -293897.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -293917.250000 Penalty: 3924.198486
	Iteration 10Q: 3 clusters Score -293917.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -293938.031250 Penalty: 3924.198486
	Iteration 11Q: 3 clusters Score -293938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -293964.718750 Penalty: 3924.198486
	Iteration 12Q: 3 clusters Score -293964.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -293992.843750 Penalty: 3924.198486
	Iteration 13Q: 3 clusters Score -293992.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -294015.937500 Penalty: 3924.198486
	Iteration 14Q: 3 clusters Score -294015.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -294032.750000 Penalty: 3924.198486
	Iteration 15Q: 3 clusters Score -294032.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -294045.062500 Penalty: 3924.198486
	Iteration 16Q: 3 clusters Score -294045.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -294057.031250 Penalty: 3924.198486
	Iteration 17Q: 3 clusters Score -294057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -294069.343750 Penalty: 3924.198486
	Iteration 18Q: 3 clusters Score -294069.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -294081.312500 Penalty: 3924.198486
	Iteration 19Q: 3 clusters Score -294081.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -294093.656250 Penalty: 3924.198486
	Iteration 20F: 3 clusters Score -294093.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -294114.437500 Penalty: 3924.198486
	Iteration 21Q: 3 clusters Score -294114.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -294136.687500 Penalty: 3924.198486
	Iteration 22Q: 3 clusters Score -294136.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -294152.625000 Penalty: 3924.198486
	Iteration 23Q: 3 clusters Score -294152.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -294172.187500 Penalty: 3924.198486
	Iteration 24Q: 3 clusters Score -294172.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -294202.156250 Penalty: 3924.198486
	Iteration 25Q: 3 clusters Score -294202.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -294216.187500 Penalty: 3924.198486
	Iteration 26Q: 3 clusters Score -294216.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -294226.531250 Penalty: 3924.198486
	Iteration 27Q: 3 clusters Score -294226.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -294237.000000 Penalty: 3924.198486
	Iteration 28Q: 3 clusters Score -294237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -294241.500000 Penalty: 3924.198486
	Iteration 29Q: 3 clusters Score -294241.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -294244.562500 Penalty: 3924.198486
	Iteration 30Q: 3 clusters Score -294244.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -294247.406250 Penalty: 3924.198486
	Iteration 31Q: 3 clusters Score -294247.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -294250.093750 Penalty: 3924.198486
	Iteration 32Q: 3 clusters Score -294250.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -294253.562500 Penalty: 3924.198486
	Iteration 33Q: 3 clusters Score -294253.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -294258.218750 Penalty: 3924.198486
	Iteration 34Q: 3 clusters Score -294258.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -294261.750000 Penalty: 3924.198486
	Iteration 35Q: 3 clusters Score -294261.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -294264.781250 Penalty: 3924.198486
	Iteration 36Q: 3 clusters Score -294264.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -294268.156250 Penalty: 3924.198486
	Iteration 37Q: 3 clusters Score -294268.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -294271.750000 Penalty: 3924.198486
	Iteration 38Q: 3 clusters Score -294271.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -294275.406250 Penalty: 3924.198486
	Iteration 39Q: 3 clusters Score -294275.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -294277.406250 Penalty: 3924.198486
	Iteration 40F: 3 clusters Score -294277.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -294278.843750 Penalty: 3924.198486
	Iteration 41Q: 3 clusters Score -294278.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -294278.312500 Penalty: 3924.198486
	Iteration 42Q: 3 clusters Score -294278.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -294278.312500 Penalty: 3924.198486
	Iteration 43F: 3 clusters Score -294278.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Entering Unmasked Estep 
Score: -1012301.500000 Penalty: 2246.096191
	Iteration 0F: 2 clusters Score -1012302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1005576.250000 Penalty: 4492.192383
	Iteration 0F: 3 clusters Score -1005576 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1007701.000000 Penalty: 4492.192383
	Iteration 1F: 3 clusters Score -1007701 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1008363.312500 Penalty: 4492.192383
	Iteration 2F: 3 clusters Score -1008363 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1009011.312500 Penalty: 4492.192383
	Iteration 3F: 3 clusters Score -1009011 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1009588.375000 Penalty: 4492.192383
	Iteration 4F: 3 clusters Score -1009588 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1010096.125000 Penalty: 4492.192383
	Iteration 5F: 3 clusters Score -1010096 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1010482.562500 Penalty: 4492.192383
	Iteration 6F: 3 clusters Score -1010483 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1010724.125000 Penalty: 4492.192383
	Iteration 7Q: 3 clusters Score -1010724 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1010901.625000 Penalty: 4492.192383
	Iteration 8Q: 3 clusters Score -1010902 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1011024.812500 Penalty: 4492.192383
	Iteration 9Q: 3 clusters Score -1011025 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1011097.062500 Penalty: 4492.192383
	Iteration 10Q: 3 clusters Score -1011097 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1011147.562500 Penalty: 4492.192383
	Iteration 11Q: 3 clusters Score -1011148 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1011185.375000 Penalty: 4492.192383
	Iteration 12Q: 3 clusters Score -1011185 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1011217.125000 Penalty: 4492.192383
	Iteration 13Q: 3 clusters Score -1011217 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1011238.812500 Penalty: 4492.192383
	Iteration 14Q: 3 clusters Score -1011239 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1011251.750000 Penalty: 4492.192383
	Iteration 15Q: 3 clusters Score -1011252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1011265.625000 Penalty: 4492.192383
	Iteration 16Q: 3 clusters Score -1011266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1011276.250000 Penalty: 4492.192383
	Iteration 17Q: 3 clusters Score -1011276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1011283.125000 Penalty: 4492.192383
	Iteration 18Q: 3 clusters Score -1011283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1011285.062500 Penalty: 4492.192383
	Iteration 19Q: 3 clusters Score -1011285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1011289.562500 Penalty: 4492.192383
	Iteration 20F: 3 clusters Score -1011290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1011293.625000 Penalty: 4492.192383
	Iteration 21Q: 3 clusters Score -1011294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1011296.812500 Penalty: 4492.192383
	Iteration 22Q: 3 clusters Score -1011297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1011299.312500 Penalty: 4492.192383
	Iteration 23Q: 3 clusters Score -1011299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1011300.437500 Penalty: 4492.192383
	Iteration 24Q: 3 clusters Score -1011300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1011301.937500 Penalty: 4492.192383
	Iteration 25Q: 3 clusters Score -1011302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1011303.625000 Penalty: 4492.192383
	Iteration 26Q: 3 clusters Score -1011304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1011303.437500 Penalty: 4492.192383
	Iteration 27Q: 3 clusters Score -1011303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1011303.125000 Penalty: 4492.192383
	Iteration 28Q: 3 clusters Score -1011303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1011303.937500 Penalty: 4492.192383
	Iteration 29Q: 3 clusters Score -1011304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1011303.937500 Penalty: 4492.192383
	Iteration 30F: 3 clusters Score -1011304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Entering Unmasked Estep 
Score: -762222.562500 Penalty: 2170.836182
	Iteration 0F: 2 clusters Score -762222.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -756864.375000 Penalty: 4341.672363
	Iteration 0F: 3 clusters Score -756864.4 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -758327.000000 Penalty: 4341.672363
	Iteration 1F: 3 clusters Score -758327 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -758614.125000 Penalty: 4341.672363
	Iteration 2F: 3 clusters Score -758614.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -758825.750000 Penalty: 4341.672363
	Iteration 3F: 3 clusters Score -758825.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -759035.500000 Penalty: 4341.672363
	Iteration 4Q: 3 clusters Score -759035.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -759235.125000 Penalty: 4341.672363
	Iteration 5Q: 3 clusters Score -759235.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -759434.125000 Penalty: 4341.672363
	Iteration 6Q: 3 clusters Score -759434.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -759679.687500 Penalty: 4341.672363
	Iteration 7Q: 3 clusters Score -759679.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -759949.187500 Penalty: 4341.672363
	Iteration 8Q: 3 clusters Score -759949.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -760229.000000 Penalty: 4341.672363
	Iteration 9Q: 3 clusters Score -760229 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -760489.812500 Penalty: 4341.672363
	Iteration 10Q: 3 clusters Score -760489.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -760713.437500 Penalty: 4341.672363
	Iteration 11Q: 3 clusters Score -760713.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -760854.437500 Penalty: 4341.672363
	Iteration 12Q: 3 clusters Score -760854.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -760949.750000 Penalty: 4341.672363
	Iteration 13Q: 3 clusters Score -760949.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -761032.687500 Penalty: 4341.672363
	Iteration 14Q: 3 clusters Score -761032.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -761093.812500 Penalty: 4341.672363
	Iteration 15Q: 3 clusters Score -761093.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -761130.937500 Penalty: 4341.672363
	Iteration 16Q: 3 clusters Score -761130.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -761154.187500 Penalty: 4341.672363
	Iteration 17Q: 3 clusters Score -761154.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -761171.437500 Penalty: 4341.672363
	Iteration 18Q: 3 clusters Score -761171.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -761180.875000 Penalty: 4341.672363
	Iteration 19Q: 3 clusters Score -761180.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -761189.750000 Penalty: 4341.672363
	Iteration 20F: 3 clusters Score -761189.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -761199.750000 Penalty: 4341.672363
	Iteration 21Q: 3 clusters Score -761199.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -761204.812500 Penalty: 4341.672363
	Iteration 22Q: 3 clusters Score -761204.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -761209.875000 Penalty: 4341.672363
	Iteration 23Q: 3 clusters Score -761209.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -761215.812500 Penalty: 4341.672363
	Iteration 24Q: 3 clusters Score -761215.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -761223.750000 Penalty: 4341.672363
	Iteration 25Q: 3 clusters Score -761223.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -761226.000000 Penalty: 4341.672363
	Iteration 26Q: 3 clusters Score -761226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -761228.375000 Penalty: 4341.672363
	Iteration 27Q: 3 clusters Score -761228.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -761231.375000 Penalty: 4341.672363
	Iteration 28Q: 3 clusters Score -761231.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -761232.062500 Penalty: 4341.672363
	Iteration 29Q: 3 clusters Score -761232.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -761234.687500 Penalty: 4341.672363
	Iteration 30Q: 3 clusters Score -761234.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -761237.375000 Penalty: 4341.672363
	Iteration 31Q: 3 clusters Score -761237.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -761239.000000 Penalty: 4341.672363
	Iteration 32Q: 3 clusters Score -761239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -761240.812500 Penalty: 4341.672363
	Iteration 33Q: 3 clusters Score -761240.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -761239.937500 Penalty: 4341.672363
	Iteration 34Q: 3 clusters Score -761239.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -761240.625000 Penalty: 4341.672363
	Iteration 35Q: 3 clusters Score -761240.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -761240.625000 Penalty: 4341.672363
	Iteration 36F: 3 clusters Score -761240.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Entering Unmasked Estep 
Score: -1608842.375000 Penalty: 2349.326172
	Iteration 0F: 2 clusters Score -1608842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1599214.375000 Penalty: 4698.652344
	Iteration 0F: 3 clusters Score -1599214 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1602237.375000 Penalty: 4698.652344
	Iteration 1F: 3 clusters Score -1602237 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1602616.875000 Penalty: 4698.652344
	Iteration 2F: 3 clusters Score -1602617 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1602882.375000 Penalty: 4698.652344
	Iteration 3Q: 3 clusters Score -1602882 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1603095.500000 Penalty: 4698.652344
	Iteration 4Q: 3 clusters Score -1603096 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1603292.500000 Penalty: 4698.652344
	Iteration 5Q: 3 clusters Score -1603292 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1603500.125000 Penalty: 4698.652344
	Iteration 6Q: 3 clusters Score -1603500 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1603738.000000 Penalty: 4698.652344
	Iteration 7Q: 3 clusters Score -1603738 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1604027.875000 Penalty: 4698.652344
	Iteration 8Q: 3 clusters Score -1604028 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1604343.750000 Penalty: 4698.652344
	Iteration 9Q: 3 clusters Score -1604344 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1604623.500000 Penalty: 4698.652344
	Iteration 10Q: 3 clusters Score -1604624 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1604862.250000 Penalty: 4698.652344
	Iteration 11Q: 3 clusters Score -1604862 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1605075.875000 Penalty: 4698.652344
	Iteration 12Q: 3 clusters Score -1605076 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1605254.250000 Penalty: 4698.652344
	Iteration 13Q: 3 clusters Score -1605254 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1605400.500000 Penalty: 4698.652344
	Iteration 14Q: 3 clusters Score -1605400 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1605543.625000 Penalty: 4698.652344
	Iteration 15Q: 3 clusters Score -1605544 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1605664.375000 Penalty: 4698.652344
	Iteration 16Q: 3 clusters Score -1605664 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1605777.375000 Penalty: 4698.652344
	Iteration 17Q: 3 clusters Score -1605777 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1605887.875000 Penalty: 4698.652344
	Iteration 18Q: 3 clusters Score -1605888 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1605994.375000 Penalty: 4698.652344
	Iteration 19Q: 3 clusters Score -1605994 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1606094.250000 Penalty: 4698.652344
	Iteration 20F: 3 clusters Score -1606094 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1606184.375000 Penalty: 4698.652344
	Iteration 21Q: 3 clusters Score -1606184 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1606263.125000 Penalty: 4698.652344
	Iteration 22Q: 3 clusters Score -1606263 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1606349.750000 Penalty: 4698.652344
	Iteration 23Q: 3 clusters Score -1606350 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1606433.000000 Penalty: 4698.652344
	Iteration 24Q: 3 clusters Score -1606433 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1606490.875000 Penalty: 4698.652344
	Iteration 25Q: 3 clusters Score -1606491 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1606558.375000 Penalty: 4698.652344
	Iteration 26Q: 3 clusters Score -1606558 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1606604.625000 Penalty: 4698.652344
	Iteration 27Q: 3 clusters Score -1606605 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1606650.000000 Penalty: 4698.652344
	Iteration 28Q: 3 clusters Score -1606650 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1606686.250000 Penalty: 4698.652344
	Iteration 29Q: 3 clusters Score -1606686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1606714.875000 Penalty: 4698.652344
	Iteration 30Q: 3 clusters Score -1606715 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1606751.000000 Penalty: 4698.652344
	Iteration 31Q: 3 clusters Score -1606751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1606771.750000 Penalty: 4698.652344
	Iteration 32Q: 3 clusters Score -1606772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1606783.500000 Penalty: 4698.652344
	Iteration 33Q: 3 clusters Score -1606784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1606798.875000 Penalty: 4698.652344
	Iteration 34Q: 3 clusters Score -1606799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1606810.625000 Penalty: 4698.652344
	Iteration 35Q: 3 clusters Score -1606811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1606822.875000 Penalty: 4698.652344
	Iteration 36Q: 3 clusters Score -1606823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1606829.625000 Penalty: 4698.652344
	Iteration 37Q: 3 clusters Score -1606830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1606839.250000 Penalty: 4698.652344
	Iteration 38Q: 3 clusters Score -1606839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1606843.875000 Penalty: 4698.652344
	Iteration 39Q: 3 clusters Score -1606844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1606846.125000 Penalty: 4698.652344
	Iteration 40F: 3 clusters Score -1606846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1606847.500000 Penalty: 4698.652344
	Iteration 41Q: 3 clusters Score -1606848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1606850.000000 Penalty: 4698.652344
	Iteration 42Q: 3 clusters Score -1606850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1606855.625000 Penalty: 4698.652344
	Iteration 43Q: 3 clusters Score -1606856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1606857.500000 Penalty: 4698.652344
	Iteration 44Q: 3 clusters Score -1606858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1606857.875000 Penalty: 4698.652344
	Iteration 45Q: 3 clusters Score -1606858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1606861.000000 Penalty: 4698.652344
	Iteration 46Q: 3 clusters Score -1606861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1606863.125000 Penalty: 4698.652344
	Iteration 47Q: 3 clusters Score -1606863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1606864.750000 Penalty: 4698.652344
	Iteration 48Q: 3 clusters Score -1606865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1606865.625000 Penalty: 4698.652344
	Iteration 49Q: 3 clusters Score -1606866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1606866.625000 Penalty: 4698.652344
	Iteration 50Q: 3 clusters Score -1606867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1606866.625000 Penalty: 4698.652344
	Iteration 51F: 3 clusters Score -1606867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (278570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278570 members 
Entering Unmasked Estep 
Score: -34533368.000000 Penalty: 3109.281494
	Iteration 0F: 2 clusters Score -3.453337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139923 members 
Mstep: Class 2 contains 138647 members 
Entering Unmasked Estep 
Score: -34354368.000000 Penalty: 6218.562988
	Iteration 0F: 3 clusters Score -3.435437e+07 nChanged 134500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148035 members 
Mstep: Class 2 contains 130535 members 
Entering Unmasked Estep 
Score: -34433560.000000 Penalty: 6218.562988
	Iteration 1F: 3 clusters Score -3.443356e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153886 members 
Mstep: Class 2 contains 124684 members 
Entering Unmasked Estep 
Score: -34436516.000000 Penalty: 6218.562988
	Iteration 2Q: 3 clusters Score -3.443652e+07 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163134 members 
Mstep: Class 2 contains 115436 members 
Entering Unmasked Estep 
Score: -34440468.000000 Penalty: 6218.562988
	Iteration 3Q: 3 clusters Score -3.444047e+07 nChanged 14823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177229 members 
Mstep: Class 2 contains 101341 members 
Entering Unmasked Estep 
Score: -34448352.000000 Penalty: 6218.562988
	Iteration 4F: 3 clusters Score -3.444835e+07 nChanged 20527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197388 members 
Mstep: Class 2 contains 81182 members 
Entering Unmasked Estep 
Score: -34463492.000000 Penalty: 6218.562988
	Iteration 5F: 3 clusters Score -3.446349e+07 nChanged 25710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222648 members 
Mstep: Class 2 contains 55922 members 
Entering Unmasked Estep 
Score: -34485424.000000 Penalty: 6218.562988
	Iteration 6F: 3 clusters Score -3.448542e+07 nChanged 24658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246958 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -34508264.000000 Penalty: 6218.562988
	Iteration 7F: 3 clusters Score -3.450826e+07 nChanged 16914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263736 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -34523192.000000 Penalty: 6218.562988
	Iteration 8F: 3 clusters Score -3.452319e+07 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272175 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -34528900.000000 Penalty: 6218.562988
	Iteration 9Q: 3 clusters Score -3.45289e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275526 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -34530516.000000 Penalty: 6218.562988
	Iteration 10Q: 3 clusters Score -3.453052e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276717 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -34531040.000000 Penalty: 6218.562988
	Iteration 11Q: 3 clusters Score -3.453104e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277180 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -34531240.000000 Penalty: 6218.562988
	Iteration 12Q: 3 clusters Score -3.453124e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277397 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -34531328.000000 Penalty: 6218.562988
	Iteration 13Q: 3 clusters Score -3.453133e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277507 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -34531460.000000 Penalty: 6218.562988
	Iteration 14Q: 3 clusters Score -3.453146e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277581 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -34531524.000000 Penalty: 6218.562988
	Iteration 15Q: 3 clusters Score -3.453152e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277616 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -34531584.000000 Penalty: 6218.562988
	Iteration 16Q: 3 clusters Score -3.453158e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277641 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -34531552.000000 Penalty: 6218.562988
	Iteration 17Q: 3 clusters Score -3.453155e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277651 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -34531548.000000 Penalty: 6218.562988
	Iteration 18Q: 3 clusters Score -3.453155e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277658 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -34531556.000000 Penalty: 6218.562988
	Iteration 19Q: 3 clusters Score -3.453156e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277665 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -34531540.000000 Penalty: 6218.562988
	Iteration 20F: 3 clusters Score -3.453154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277667 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -34531572.000000 Penalty: 6218.562988
	Iteration 21Q: 3 clusters Score -3.453157e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277672 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -34531576.000000 Penalty: 6218.562988
	Iteration 22Q: 3 clusters Score -3.453158e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277673 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -34531588.000000 Penalty: 6218.562988
	Iteration 23Q: 3 clusters Score -3.453159e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277678 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -34531608.000000 Penalty: 6218.562988
	Iteration 24Q: 3 clusters Score -3.453161e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277682 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -34531632.000000 Penalty: 6218.562988
	Iteration 25Q: 3 clusters Score -3.453163e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277687 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -34531636.000000 Penalty: 6218.562988
	Iteration 26Q: 3 clusters Score -3.453164e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277693 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -34531656.000000 Penalty: 6218.562988
	Iteration 27Q: 3 clusters Score -3.453166e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277700 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -34531660.000000 Penalty: 6218.562988
	Iteration 28Q: 3 clusters Score -3.453166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277706 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -34531636.000000 Penalty: 6218.562988
	Iteration 29Q: 3 clusters Score -3.453164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277710 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -34531620.000000 Penalty: 6218.562988
	Iteration 30Q: 3 clusters Score -3.453162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277713 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -34531628.000000 Penalty: 6218.562988
	Iteration 31Q: 3 clusters Score -3.453163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277716 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -34531644.000000 Penalty: 6218.562988
	Iteration 32Q: 3 clusters Score -3.453164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277718 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -34531628.000000 Penalty: 6218.562988
	Iteration 33Q: 3 clusters Score -3.453163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277719 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -34531624.000000 Penalty: 6218.562988
	Iteration 34Q: 3 clusters Score -3.453162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277721 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -34531632.000000 Penalty: 6218.562988
	Iteration 35Q: 3 clusters Score -3.453163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277720 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -34531640.000000 Penalty: 6218.562988
	Iteration 36Q: 3 clusters Score -3.453164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277720 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -34531624.000000 Penalty: 6218.562988
	Iteration 37Q: 3 clusters Score -3.453162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277721 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -34531632.000000 Penalty: 6218.562988
	Iteration 38Q: 3 clusters Score -3.453163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277721 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -34531632.000000 Penalty: 6218.562988
	Iteration 39F: 3 clusters Score -3.453163e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (172587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172587 members 
Entering Unmasked Estep 
Score: -21630254.000000 Penalty: 2990.546875
	Iteration 0F: 2 clusters Score -2.163025e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86252 members 
Mstep: Class 2 contains 86335 members 
Entering Unmasked Estep 
Score: -21515538.000000 Penalty: 5981.093750
	Iteration 0F: 3 clusters Score -2.151554e+07 nChanged 83042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85298 members 
Mstep: Class 2 contains 87289 members 
Entering Unmasked Estep 
Score: -21565196.000000 Penalty: 5981.093750
	Iteration 1F: 3 clusters Score -2.15652e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84840 members 
Mstep: Class 2 contains 87747 members 
Entering Unmasked Estep 
Score: -21567032.000000 Penalty: 5981.093750
	Iteration 2Q: 3 clusters Score -2.156703e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84424 members 
Mstep: Class 2 contains 88163 members 
Entering Unmasked Estep 
Score: -21569506.000000 Penalty: 5981.093750
	Iteration 3Q: 3 clusters Score -2.156951e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84236 members 
Mstep: Class 2 contains 88351 members 
Entering Unmasked Estep 
Score: -21572844.000000 Penalty: 5981.093750
	Iteration 4Q: 3 clusters Score -2.157284e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84657 members 
Mstep: Class 2 contains 87930 members 
Entering Unmasked Estep 
Score: -21577050.000000 Penalty: 5981.093750
	Iteration 5F: 3 clusters Score -2.157705e+07 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85708 members 
Mstep: Class 2 contains 86879 members 
Entering Unmasked Estep 
Score: -21583152.000000 Penalty: 5981.093750
	Iteration 6F: 3 clusters Score -2.158315e+07 nChanged 10907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87439 members 
Mstep: Class 2 contains 85148 members 
Entering Unmasked Estep 
Score: -21590820.000000 Penalty: 5981.093750
	Iteration 7F: 3 clusters Score -2.159082e+07 nChanged 11168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 83038 members 
Entering Unmasked Estep 
Score: -21598628.000000 Penalty: 5981.093750
	Iteration 8F: 3 clusters Score -2.159863e+07 nChanged 9641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91434 members 
Mstep: Class 2 contains 81153 members 
Entering Unmasked Estep 
Score: -21604168.000000 Penalty: 5981.093750
	Iteration 9F: 3 clusters Score -2.160417e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92892 members 
Mstep: Class 2 contains 79695 members 
Entering Unmasked Estep 
Score: -21606038.000000 Penalty: 5981.093750
	Iteration 10Q: 3 clusters Score -2.160604e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94301 members 
Mstep: Class 2 contains 78286 members 
Entering Unmasked Estep 
Score: -21606878.000000 Penalty: 5981.093750
	Iteration 11Q: 3 clusters Score -2.160688e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95795 members 
Mstep: Class 2 contains 76792 members 
Entering Unmasked Estep 
Score: -21607476.000000 Penalty: 5981.093750
	Iteration 12Q: 3 clusters Score -2.160748e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97414 members 
Mstep: Class 2 contains 75173 members 
Entering Unmasked Estep 
Score: -21607926.000000 Penalty: 5981.093750
	Iteration 13Q: 3 clusters Score -2.160793e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99162 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
Score: -21608518.000000 Penalty: 5981.093750
	Iteration 14Q: 3 clusters Score -2.160852e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101072 members 
Mstep: Class 2 contains 71515 members 
Entering Unmasked Estep 
Score: -21609124.000000 Penalty: 5981.093750
	Iteration 15Q: 3 clusters Score -2.160912e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103157 members 
Mstep: Class 2 contains 69430 members 
Entering Unmasked Estep 
Score: -21609738.000000 Penalty: 5981.093750
	Iteration 16Q: 3 clusters Score -2.160974e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105346 members 
Mstep: Class 2 contains 67241 members 
Entering Unmasked Estep 
Score: -21610488.000000 Penalty: 5981.093750
	Iteration 17Q: 3 clusters Score -2.161049e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107594 members 
Mstep: Class 2 contains 64993 members 
Entering Unmasked Estep 
Score: -21611186.000000 Penalty: 5981.093750
	Iteration 18Q: 3 clusters Score -2.161119e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109963 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -21611964.000000 Penalty: 5981.093750
	Iteration 19Q: 3 clusters Score -2.161196e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112332 members 
Mstep: Class 2 contains 60255 members 
Entering Unmasked Estep 
Score: -21612718.000000 Penalty: 5981.093750
	Iteration 20F: 3 clusters Score -2.161272e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114671 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -21613558.000000 Penalty: 5981.093750
	Iteration 21Q: 3 clusters Score -2.161356e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116955 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -21614194.000000 Penalty: 5981.093750
	Iteration 22Q: 3 clusters Score -2.161419e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119134 members 
Mstep: Class 2 contains 53453 members 
Entering Unmasked Estep 
Score: -21614898.000000 Penalty: 5981.093750
	Iteration 23Q: 3 clusters Score -2.16149e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121359 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -21615612.000000 Penalty: 5981.093750
	Iteration 24Q: 3 clusters Score -2.161561e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123604 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -21616244.000000 Penalty: 5981.093750
	Iteration 25Q: 3 clusters Score -2.161624e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125765 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -21616932.000000 Penalty: 5981.093750
	Iteration 26Q: 3 clusters Score -2.161693e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127960 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -21617364.000000 Penalty: 5981.093750
	Iteration 27Q: 3 clusters Score -2.161736e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130186 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -21617992.000000 Penalty: 5981.093750
	Iteration 28Q: 3 clusters Score -2.161799e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132388 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -21618620.000000 Penalty: 5981.093750
	Iteration 29Q: 3 clusters Score -2.161862e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134610 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -21619114.000000 Penalty: 5981.093750
	Iteration 30Q: 3 clusters Score -2.161911e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136859 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -21619720.000000 Penalty: 5981.093750
	Iteration 31Q: 3 clusters Score -2.161972e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139025 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -21620230.000000 Penalty: 5981.093750
	Iteration 32Q: 3 clusters Score -2.162023e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141188 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -21620888.000000 Penalty: 5981.093750
	Iteration 33Q: 3 clusters Score -2.162089e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143268 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -21621326.000000 Penalty: 5981.093750
	Iteration 34Q: 3 clusters Score -2.162133e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145282 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -21621904.000000 Penalty: 5981.093750
	Iteration 35Q: 3 clusters Score -2.16219e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147210 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -21622404.000000 Penalty: 5981.093750
	Iteration 36Q: 3 clusters Score -2.16224e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149178 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -21622856.000000 Penalty: 5981.093750
	Iteration 37Q: 3 clusters Score -2.162286e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151107 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -21623324.000000 Penalty: 5981.093750
	Iteration 38Q: 3 clusters Score -2.162332e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152991 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -21623800.000000 Penalty: 5981.093750
	Iteration 39Q: 3 clusters Score -2.16238e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154770 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -21624438.000000 Penalty: 5981.093750
	Iteration 40F: 3 clusters Score -2.162444e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156415 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -21624886.000000 Penalty: 5981.093750
	Iteration 41Q: 3 clusters Score -2.162489e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157929 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -21625388.000000 Penalty: 5981.093750
	Iteration 42Q: 3 clusters Score -2.162539e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159345 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -21625760.000000 Penalty: 5981.093750
	Iteration 43Q: 3 clusters Score -2.162576e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160688 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -21626054.000000 Penalty: 5981.093750
	Iteration 44Q: 3 clusters Score -2.162605e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161887 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -21626390.000000 Penalty: 5981.093750
	Iteration 45Q: 3 clusters Score -2.162639e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162968 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -21626746.000000 Penalty: 5981.093750
	Iteration 46Q: 3 clusters Score -2.162675e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163994 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -21627030.000000 Penalty: 5981.093750
	Iteration 47Q: 3 clusters Score -2.162703e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164935 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -21627302.000000 Penalty: 5981.093750
	Iteration 48Q: 3 clusters Score -2.16273e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165740 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -21627440.000000 Penalty: 5981.093750
	Iteration 49Q: 3 clusters Score -2.162744e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166438 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -21627534.000000 Penalty: 5981.093750
	Iteration 50Q: 3 clusters Score -2.162753e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167038 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -21627654.000000 Penalty: 5981.093750
	Iteration 51Q: 3 clusters Score -2.162765e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167550 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -21627774.000000 Penalty: 5981.093750
	Iteration 52Q: 3 clusters Score -2.162777e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167988 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -21627868.000000 Penalty: 5981.093750
	Iteration 53Q: 3 clusters Score -2.162787e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168311 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -21627924.000000 Penalty: 5981.093750
	Iteration 54Q: 3 clusters Score -2.162792e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168615 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -21627990.000000 Penalty: 5981.093750
	Iteration 55Q: 3 clusters Score -2.162799e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168852 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -21628002.000000 Penalty: 5981.093750
	Iteration 56Q: 3 clusters Score -2.1628e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169049 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -21628018.000000 Penalty: 5981.093750
	Iteration 57Q: 3 clusters Score -2.162802e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169225 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -21628052.000000 Penalty: 5981.093750
	Iteration 58Q: 3 clusters Score -2.162805e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169392 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -21628030.000000 Penalty: 5981.093750
	Iteration 59Q: 3 clusters Score -2.162803e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169530 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -21628020.000000 Penalty: 5981.093750
	Iteration 60F: 3 clusters Score -2.162802e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169675 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -21628024.000000 Penalty: 5981.093750
	Iteration 61Q: 3 clusters Score -2.162802e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169784 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -21628018.000000 Penalty: 5981.093750
	Iteration 62Q: 3 clusters Score -2.162802e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169883 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -21628050.000000 Penalty: 5981.093750
	Iteration 63Q: 3 clusters Score -2.162805e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169976 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -21628048.000000 Penalty: 5981.093750
	Iteration 64Q: 3 clusters Score -2.162805e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170038 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -21628038.000000 Penalty: 5981.093750
	Iteration 65Q: 3 clusters Score -2.162804e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170100 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -21628042.000000 Penalty: 5981.093750
	Iteration 66Q: 3 clusters Score -2.162804e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170161 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -21628076.000000 Penalty: 5981.093750
	Iteration 67Q: 3 clusters Score -2.162808e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170215 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -21628074.000000 Penalty: 5981.093750
	Iteration 68Q: 3 clusters Score -2.162807e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170260 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -21628070.000000 Penalty: 5981.093750
	Iteration 69Q: 3 clusters Score -2.162807e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170295 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -21628076.000000 Penalty: 5981.093750
	Iteration 70Q: 3 clusters Score -2.162808e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170326 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -21628058.000000 Penalty: 5981.093750
	Iteration 71Q: 3 clusters Score -2.162806e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170361 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -21628078.000000 Penalty: 5981.093750
	Iteration 72Q: 3 clusters Score -2.162808e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170394 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -21628086.000000 Penalty: 5981.093750
	Iteration 73Q: 3 clusters Score -2.162809e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170431 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -21628074.000000 Penalty: 5981.093750
	Iteration 74Q: 3 clusters Score -2.162807e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170462 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -21628060.000000 Penalty: 5981.093750
	Iteration 75Q: 3 clusters Score -2.162806e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170489 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -21628070.000000 Penalty: 5981.093750
	Iteration 76Q: 3 clusters Score -2.162807e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170509 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -21628096.000000 Penalty: 5981.093750
	Iteration 77Q: 3 clusters Score -2.16281e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170528 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -21628110.000000 Penalty: 5981.093750
	Iteration 78Q: 3 clusters Score -2.162811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170541 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -21628122.000000 Penalty: 5981.093750
	Iteration 79Q: 3 clusters Score -2.162812e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170561 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -21628120.000000 Penalty: 5981.093750
	Iteration 80F: 3 clusters Score -2.162812e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170588 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -21628124.000000 Penalty: 5981.093750
	Iteration 81Q: 3 clusters Score -2.162812e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170608 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -21628130.000000 Penalty: 5981.093750
	Iteration 82Q: 3 clusters Score -2.162813e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170622 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -21628118.000000 Penalty: 5981.093750
	Iteration 83Q: 3 clusters Score -2.162812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170635 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -21628124.000000 Penalty: 5981.093750
	Iteration 84Q: 3 clusters Score -2.162812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170647 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -21628118.000000 Penalty: 5981.093750
	Iteration 85Q: 3 clusters Score -2.162812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170660 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -21628130.000000 Penalty: 5981.093750
	Iteration 86Q: 3 clusters Score -2.162813e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170675 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -21628128.000000 Penalty: 5981.093750
	Iteration 87Q: 3 clusters Score -2.162813e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170695 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -21628118.000000 Penalty: 5981.093750
	Iteration 88Q: 3 clusters Score -2.162812e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170709 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -21628108.000000 Penalty: 5981.093750
	Iteration 89Q: 3 clusters Score -2.162811e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170721 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -21628114.000000 Penalty: 5981.093750
	Iteration 90Q: 3 clusters Score -2.162811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170732 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -21628122.000000 Penalty: 5981.093750
	Iteration 91Q: 3 clusters Score -2.162812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170738 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -21628122.000000 Penalty: 5981.093750
	Iteration 92Q: 3 clusters Score -2.162812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170748 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -21628136.000000 Penalty: 5981.093750
	Iteration 93Q: 3 clusters Score -2.162814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170754 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -21628132.000000 Penalty: 5981.093750
	Iteration 94Q: 3 clusters Score -2.162813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170760 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -21628118.000000 Penalty: 5981.093750
	Iteration 95Q: 3 clusters Score -2.162812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170764 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -21628124.000000 Penalty: 5981.093750
	Iteration 96Q: 3 clusters Score -2.162812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170767 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -21628124.000000 Penalty: 5981.093750
	Iteration 97Q: 3 clusters Score -2.162812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170772 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -21628118.000000 Penalty: 5981.093750
	Iteration 98Q: 3 clusters Score -2.162812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170772 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -21628134.000000 Penalty: 5981.093750
	Iteration 99Q: 3 clusters Score -2.162813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170773 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -21628126.000000 Penalty: 5981.093750
	Iteration 100F: 3 clusters Score -2.162813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170774 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -21628124.000000 Penalty: 5981.093750
	Iteration 101Q: 3 clusters Score -2.162812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170775 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -21628120.000000 Penalty: 5981.093750
	Iteration 102Q: 3 clusters Score -2.162812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170776 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -21628112.000000 Penalty: 5981.093750
	Iteration 103Q: 3 clusters Score -2.162811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170778 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -21628108.000000 Penalty: 5981.093750
	Iteration 104Q: 3 clusters Score -2.162811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170785 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -21628126.000000 Penalty: 5981.093750
	Iteration 105Q: 3 clusters Score -2.162813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170788 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -21628116.000000 Penalty: 5981.093750
	Iteration 106Q: 3 clusters Score -2.162812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170793 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -21628122.000000 Penalty: 5981.093750
	Iteration 107Q: 3 clusters Score -2.162812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170799 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -21628130.000000 Penalty: 5981.093750
	Iteration 108Q: 3 clusters Score -2.162813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170803 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -21628132.000000 Penalty: 5981.093750
	Iteration 109Q: 3 clusters Score -2.162813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170805 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -21628138.000000 Penalty: 5981.093750
	Iteration 110Q: 3 clusters Score -2.162814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170806 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -21628132.000000 Penalty: 5981.093750
	Iteration 111Q: 3 clusters Score -2.162813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170809 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -21628146.000000 Penalty: 5981.093750
	Iteration 112Q: 3 clusters Score -2.162815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170810 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -21628142.000000 Penalty: 5981.093750
	Iteration 113Q: 3 clusters Score -2.162814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170810 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -21628142.000000 Penalty: 5981.093750
	Iteration 114F: 3 clusters Score -2.162814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Entering Unmasked Estep 
Score: -3034822.000000 Penalty: 2512.394531
	Iteration 0F: 2 clusters Score -3034822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -3017424.250000 Penalty: 5024.789062
	Iteration 0F: 3 clusters Score -3017424 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -3023629.000000 Penalty: 5024.789062
	Iteration 1F: 3 clusters Score -3023629 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -3024273.250000 Penalty: 5024.789062
	Iteration 2F: 3 clusters Score -3024273 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -3024957.250000 Penalty: 5024.789062
	Iteration 3F: 3 clusters Score -3024957 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3025628.250000 Penalty: 5024.789062
	Iteration 4F: 3 clusters Score -3025628 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -3026238.750000 Penalty: 5024.789062
	Iteration 5F: 3 clusters Score -3026239 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -3026824.750000 Penalty: 5024.789062
	Iteration 6Q: 3 clusters Score -3026825 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -3027407.500000 Penalty: 5024.789062
	Iteration 7Q: 3 clusters Score -3027408 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -3027957.500000 Penalty: 5024.789062
	Iteration 8Q: 3 clusters Score -3027958 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -3028555.750000 Penalty: 5024.789062
	Iteration 9Q: 3 clusters Score -3028556 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -3029203.250000 Penalty: 5024.789062
	Iteration 10Q: 3 clusters Score -3029203 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -3029766.000000 Penalty: 5024.789062
	Iteration 11Q: 3 clusters Score -3029766 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -3030235.250000 Penalty: 5024.789062
	Iteration 12Q: 3 clusters Score -3030235 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -3030547.750000 Penalty: 5024.789062
	Iteration 13Q: 3 clusters Score -3030548 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -3030737.000000 Penalty: 5024.789062
	Iteration 14Q: 3 clusters Score -3030737 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -3030869.750000 Penalty: 5024.789062
	Iteration 15Q: 3 clusters Score -3030870 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -3030990.750000 Penalty: 5024.789062
	Iteration 16Q: 3 clusters Score -3030991 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -3031102.250000 Penalty: 5024.789062
	Iteration 17Q: 3 clusters Score -3031102 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -3031186.750000 Penalty: 5024.789062
	Iteration 18Q: 3 clusters Score -3031187 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -3031264.500000 Penalty: 5024.789062
	Iteration 19Q: 3 clusters Score -3031264 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -3031342.750000 Penalty: 5024.789062
	Iteration 20F: 3 clusters Score -3031343 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -3031411.500000 Penalty: 5024.789062
	Iteration 21Q: 3 clusters Score -3031412 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -3031497.250000 Penalty: 5024.789062
	Iteration 22Q: 3 clusters Score -3031497 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -3031560.500000 Penalty: 5024.789062
	Iteration 23Q: 3 clusters Score -3031560 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -3031641.750000 Penalty: 5024.789062
	Iteration 24Q: 3 clusters Score -3031642 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -3031706.500000 Penalty: 5024.789062
	Iteration 25Q: 3 clusters Score -3031706 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -3031775.250000 Penalty: 5024.789062
	Iteration 26Q: 3 clusters Score -3031775 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3031847.750000 Penalty: 5024.789062
	Iteration 27Q: 3 clusters Score -3031848 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -3031923.250000 Penalty: 5024.789062
	Iteration 28Q: 3 clusters Score -3031923 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -3032012.500000 Penalty: 5024.789062
	Iteration 29Q: 3 clusters Score -3032012 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3032081.750000 Penalty: 5024.789062
	Iteration 30Q: 3 clusters Score -3032082 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -3032165.750000 Penalty: 5024.789062
	Iteration 31Q: 3 clusters Score -3032166 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -3032256.250000 Penalty: 5024.789062
	Iteration 32Q: 3 clusters Score -3032256 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3032336.250000 Penalty: 5024.789062
	Iteration 33Q: 3 clusters Score -3032336 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3032425.000000 Penalty: 5024.789062
	Iteration 34Q: 3 clusters Score -3032425 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -3032517.250000 Penalty: 5024.789062
	Iteration 35Q: 3 clusters Score -3032517 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3032593.000000 Penalty: 5024.789062
	Iteration 36Q: 3 clusters Score -3032593 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3032671.500000 Penalty: 5024.789062
	Iteration 37Q: 3 clusters Score -3032672 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3032738.000000 Penalty: 5024.789062
	Iteration 38Q: 3 clusters Score -3032738 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -3032775.500000 Penalty: 5024.789062
	Iteration 39Q: 3 clusters Score -3032776 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -3032815.250000 Penalty: 5024.789062
	Iteration 40F: 3 clusters Score -3032815 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3032851.500000 Penalty: 5024.789062
	Iteration 41Q: 3 clusters Score -3032852 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3032864.500000 Penalty: 5024.789062
	Iteration 42Q: 3 clusters Score -3032864 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3032893.750000 Penalty: 5024.789062
	Iteration 43Q: 3 clusters Score -3032894 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3032920.000000 Penalty: 5024.789062
	Iteration 44Q: 3 clusters Score -3032920 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3032954.250000 Penalty: 5024.789062
	Iteration 45Q: 3 clusters Score -3032954 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3032985.750000 Penalty: 5024.789062
	Iteration 46Q: 3 clusters Score -3032986 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3033031.250000 Penalty: 5024.789062
	Iteration 47Q: 3 clusters Score -3033031 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3033053.000000 Penalty: 5024.789062
	Iteration 48Q: 3 clusters Score -3033053 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3033077.000000 Penalty: 5024.789062
	Iteration 49Q: 3 clusters Score -3033077 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3033108.750000 Penalty: 5024.789062
	Iteration 50Q: 3 clusters Score -3033109 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3033138.000000 Penalty: 5024.789062
	Iteration 51Q: 3 clusters Score -3033138 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3033158.250000 Penalty: 5024.789062
	Iteration 52Q: 3 clusters Score -3033158 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3033191.500000 Penalty: 5024.789062
	Iteration 53Q: 3 clusters Score -3033192 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3033213.000000 Penalty: 5024.789062
	Iteration 54Q: 3 clusters Score -3033213 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3033217.500000 Penalty: 5024.789062
	Iteration 55Q: 3 clusters Score -3033218 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3033226.500000 Penalty: 5024.789062
	Iteration 56Q: 3 clusters Score -3033226 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3033249.250000 Penalty: 5024.789062
	Iteration 57Q: 3 clusters Score -3033249 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3033266.500000 Penalty: 5024.789062
	Iteration 58Q: 3 clusters Score -3033266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3033284.500000 Penalty: 5024.789062
	Iteration 59Q: 3 clusters Score -3033284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3033291.000000 Penalty: 5024.789062
	Iteration 60F: 3 clusters Score -3033291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3033297.250000 Penalty: 5024.789062
	Iteration 61Q: 3 clusters Score -3033297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3033308.500000 Penalty: 5024.789062
	Iteration 62Q: 3 clusters Score -3033308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3033312.000000 Penalty: 5024.789062
	Iteration 63Q: 3 clusters Score -3033312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3033317.000000 Penalty: 5024.789062
	Iteration 64Q: 3 clusters Score -3033317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3033325.250000 Penalty: 5024.789062
	Iteration 65Q: 3 clusters Score -3033325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3033321.750000 Penalty: 5024.789062
	Iteration 66Q: 3 clusters Score -3033322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3033326.000000 Penalty: 5024.789062
	Iteration 67Q: 3 clusters Score -3033326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3033325.500000 Penalty: 5024.789062
	Iteration 68Q: 3 clusters Score -3033326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3033329.250000 Penalty: 5024.789062
	Iteration 69Q: 3 clusters Score -3033329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3033325.500000 Penalty: 5024.789062
	Iteration 70Q: 3 clusters Score -3033326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3033332.500000 Penalty: 5024.789062
	Iteration 71Q: 3 clusters Score -3033332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3033332.000000 Penalty: 5024.789062
	Iteration 72Q: 3 clusters Score -3033332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3033340.250000 Penalty: 5024.789062
	Iteration 73Q: 3 clusters Score -3033340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3033342.500000 Penalty: 5024.789062
	Iteration 74Q: 3 clusters Score -3033342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3033338.250000 Penalty: 5024.789062
	Iteration 75Q: 3 clusters Score -3033338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3033346.750000 Penalty: 5024.789062
	Iteration 76Q: 3 clusters Score -3033347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3033355.500000 Penalty: 5024.789062
	Iteration 77Q: 3 clusters Score -3033356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3033355.500000 Penalty: 5024.789062
	Iteration 78Q: 3 clusters Score -3033356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3033353.750000 Penalty: 5024.789062
	Iteration 79Q: 3 clusters Score -3033354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3033352.000000 Penalty: 5024.789062
	Iteration 80F: 3 clusters Score -3033352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3033352.500000 Penalty: 5024.789062
	Iteration 81Q: 3 clusters Score -3033352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3033351.000000 Penalty: 5024.789062
	Iteration 82Q: 3 clusters Score -3033351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3033355.500000 Penalty: 5024.789062
	Iteration 83Q: 3 clusters Score -3033356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3033358.000000 Penalty: 5024.789062
	Iteration 84Q: 3 clusters Score -3033358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3033356.500000 Penalty: 5024.789062
	Iteration 85Q: 3 clusters Score -3033356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3033356.500000 Penalty: 5024.789062
	Iteration 86F: 3 clusters Score -3033356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Entering Unmasked Estep 
Score: -4463363.500000 Penalty: 2605.894775
	Iteration 0F: 2 clusters Score -4463364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -4438452.000000 Penalty: 5211.789551
	Iteration 0F: 3 clusters Score -4438452 nChanged 16650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -4447614.500000 Penalty: 5211.789551
	Iteration 1F: 3 clusters Score -4447614 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -4448129.500000 Penalty: 5211.789551
	Iteration 2Q: 3 clusters Score -4448130 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -4448678.500000 Penalty: 5211.789551
	Iteration 3Q: 3 clusters Score -4448678 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -4449229.500000 Penalty: 5211.789551
	Iteration 4Q: 3 clusters Score -4449230 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -4449832.500000 Penalty: 5211.789551
	Iteration 5Q: 3 clusters Score -4449832 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -4450600.500000 Penalty: 5211.789551
	Iteration 6Q: 3 clusters Score -4450600 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -4451465.000000 Penalty: 5211.789551
	Iteration 7F: 3 clusters Score -4451465 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -4452414.000000 Penalty: 5211.789551
	Iteration 8F: 3 clusters Score -4452414 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -4453343.000000 Penalty: 5211.789551
	Iteration 9F: 3 clusters Score -4453343 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -4454191.000000 Penalty: 5211.789551
	Iteration 10Q: 3 clusters Score -4454191 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -4454941.000000 Penalty: 5211.789551
	Iteration 11Q: 3 clusters Score -4454941 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -4455636.500000 Penalty: 5211.789551
	Iteration 12Q: 3 clusters Score -4455636 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -4456305.500000 Penalty: 5211.789551
	Iteration 13Q: 3 clusters Score -4456306 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -4457070.500000 Penalty: 5211.789551
	Iteration 14Q: 3 clusters Score -4457070 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -4457908.000000 Penalty: 5211.789551
	Iteration 15Q: 3 clusters Score -4457908 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -4458650.000000 Penalty: 5211.789551
	Iteration 16Q: 3 clusters Score -4458650 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -4459264.000000 Penalty: 5211.789551
	Iteration 17Q: 3 clusters Score -4459264 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -4459715.500000 Penalty: 5211.789551
	Iteration 18Q: 3 clusters Score -4459716 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -4460062.500000 Penalty: 5211.789551
	Iteration 19Q: 3 clusters Score -4460062 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -4460301.000000 Penalty: 5211.789551
	Iteration 20F: 3 clusters Score -4460301 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4460479.000000 Penalty: 5211.789551
	Iteration 21Q: 3 clusters Score -4460479 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4460600.000000 Penalty: 5211.789551
	Iteration 22Q: 3 clusters Score -4460600 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4460709.000000 Penalty: 5211.789551
	Iteration 23Q: 3 clusters Score -4460709 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -4460792.500000 Penalty: 5211.789551
	Iteration 24Q: 3 clusters Score -4460792 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4460842.500000 Penalty: 5211.789551
	Iteration 25Q: 3 clusters Score -4460842 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4460899.500000 Penalty: 5211.789551
	Iteration 26Q: 3 clusters Score -4460900 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4460958.500000 Penalty: 5211.789551
	Iteration 27Q: 3 clusters Score -4460958 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4460987.000000 Penalty: 5211.789551
	Iteration 28Q: 3 clusters Score -4460987 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4461028.000000 Penalty: 5211.789551
	Iteration 29Q: 3 clusters Score -4461028 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4461052.000000 Penalty: 5211.789551
	Iteration 30Q: 3 clusters Score -4461052 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4461073.500000 Penalty: 5211.789551
	Iteration 31Q: 3 clusters Score -4461074 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4461091.000000 Penalty: 5211.789551
	Iteration 32Q: 3 clusters Score -4461091 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4461100.000000 Penalty: 5211.789551
	Iteration 33Q: 3 clusters Score -4461100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4461107.500000 Penalty: 5211.789551
	Iteration 34Q: 3 clusters Score -4461108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4461116.000000 Penalty: 5211.789551
	Iteration 35Q: 3 clusters Score -4461116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4461120.000000 Penalty: 5211.789551
	Iteration 36Q: 3 clusters Score -4461120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4461119.500000 Penalty: 5211.789551
	Iteration 37Q: 3 clusters Score -4461120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4461117.000000 Penalty: 5211.789551
	Iteration 38Q: 3 clusters Score -4461117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4461124.000000 Penalty: 5211.789551
	Iteration 39Q: 3 clusters Score -4461124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4461137.500000 Penalty: 5211.789551
	Iteration 40F: 3 clusters Score -4461138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4461138.500000 Penalty: 5211.789551
	Iteration 41Q: 3 clusters Score -4461138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4461135.500000 Penalty: 5211.789551
	Iteration 42Q: 3 clusters Score -4461136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4461143.500000 Penalty: 5211.789551
	Iteration 43Q: 3 clusters Score -4461144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4461143.000000 Penalty: 5211.789551
	Iteration 44Q: 3 clusters Score -4461143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4461145.500000 Penalty: 5211.789551
	Iteration 45Q: 3 clusters Score -4461146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4461144.000000 Penalty: 5211.789551
	Iteration 46Q: 3 clusters Score -4461144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4461143.000000 Penalty: 5211.789551
	Iteration 47Q: 3 clusters Score -4461143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4461144.500000 Penalty: 5211.789551
	Iteration 48Q: 3 clusters Score -4461144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4461142.500000 Penalty: 5211.789551
	Iteration 49Q: 3 clusters Score -4461142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4461146.000000 Penalty: 5211.789551
	Iteration 50Q: 3 clusters Score -4461146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4461149.000000 Penalty: 5211.789551
	Iteration 51Q: 3 clusters Score -4461149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4461148.000000 Penalty: 5211.789551
	Iteration 52Q: 3 clusters Score -4461148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4461153.000000 Penalty: 5211.789551
	Iteration 53Q: 3 clusters Score -4461153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4461150.000000 Penalty: 5211.789551
	Iteration 54Q: 3 clusters Score -4461150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4461149.000000 Penalty: 5211.789551
	Iteration 55Q: 3 clusters Score -4461149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4461159.000000 Penalty: 5211.789551
	Iteration 56Q: 3 clusters Score -4461159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4461159.500000 Penalty: 5211.789551
	Iteration 57Q: 3 clusters Score -4461160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4461165.000000 Penalty: 5211.789551
	Iteration 58Q: 3 clusters Score -4461165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4461160.500000 Penalty: 5211.789551
	Iteration 59Q: 3 clusters Score -4461160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4461162.000000 Penalty: 5211.789551
	Iteration 60F: 3 clusters Score -4461162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4461164.500000 Penalty: 5211.789551
	Iteration 61Q: 3 clusters Score -4461164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4461166.500000 Penalty: 5211.789551
	Iteration 62Q: 3 clusters Score -4461166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4461165.000000 Penalty: 5211.789551
	Iteration 63Q: 3 clusters Score -4461165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4461167.500000 Penalty: 5211.789551
	Iteration 64Q: 3 clusters Score -4461168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4461175.500000 Penalty: 5211.789551
	Iteration 65Q: 3 clusters Score -4461176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4461171.500000 Penalty: 5211.789551
	Iteration 66Q: 3 clusters Score -4461172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4461173.500000 Penalty: 5211.789551
	Iteration 67Q: 3 clusters Score -4461174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4461175.500000 Penalty: 5211.789551
	Iteration 68Q: 3 clusters Score -4461176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4461180.000000 Penalty: 5211.789551
	Iteration 69Q: 3 clusters Score -4461180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4461179.500000 Penalty: 5211.789551
	Iteration 70Q: 3 clusters Score -4461180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4461180.000000 Penalty: 5211.789551
	Iteration 71Q: 3 clusters Score -4461180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4461180.000000 Penalty: 5211.789551
	Iteration 72F: 3 clusters Score -4461180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Entering Unmasked Estep 
Score: -1745290.375000 Penalty: 2379.574463
	Iteration 0F: 2 clusters Score -1745290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1734610.500000 Penalty: 4759.148926
	Iteration 0F: 3 clusters Score -1734610 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1737960.875000 Penalty: 4759.148926
	Iteration 1F: 3 clusters Score -1737961 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1738348.000000 Penalty: 4759.148926
	Iteration 2F: 3 clusters Score -1738348 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1738630.500000 Penalty: 4759.148926
	Iteration 3F: 3 clusters Score -1738630 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1738859.625000 Penalty: 4759.148926
	Iteration 4Q: 3 clusters Score -1738860 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1739044.375000 Penalty: 4759.148926
	Iteration 5Q: 3 clusters Score -1739044 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1739184.500000 Penalty: 4759.148926
	Iteration 6Q: 3 clusters Score -1739184 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1739294.000000 Penalty: 4759.148926
	Iteration 7Q: 3 clusters Score -1739294 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1739405.500000 Penalty: 4759.148926
	Iteration 8Q: 3 clusters Score -1739406 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1739528.375000 Penalty: 4759.148926
	Iteration 9Q: 3 clusters Score -1739528 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1739667.375000 Penalty: 4759.148926
	Iteration 10Q: 3 clusters Score -1739667 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1739807.750000 Penalty: 4759.148926
	Iteration 11Q: 3 clusters Score -1739808 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1739951.000000 Penalty: 4759.148926
	Iteration 12Q: 3 clusters Score -1739951 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1740133.000000 Penalty: 4759.148926
	Iteration 13Q: 3 clusters Score -1740133 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1740344.125000 Penalty: 4759.148926
	Iteration 14Q: 3 clusters Score -1740344 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1740599.750000 Penalty: 4759.148926
	Iteration 15Q: 3 clusters Score -1740600 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1740888.625000 Penalty: 4759.148926
	Iteration 16Q: 3 clusters Score -1740889 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1741148.625000 Penalty: 4759.148926
	Iteration 17Q: 3 clusters Score -1741149 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1741427.375000 Penalty: 4759.148926
	Iteration 18Q: 3 clusters Score -1741427 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1741688.750000 Penalty: 4759.148926
	Iteration 19Q: 3 clusters Score -1741689 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1741874.000000 Penalty: 4759.148926
	Iteration 20F: 3 clusters Score -1741874 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1742035.000000 Penalty: 4759.148926
	Iteration 21Q: 3 clusters Score -1742035 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1742172.125000 Penalty: 4759.148926
	Iteration 22Q: 3 clusters Score -1742172 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1742295.500000 Penalty: 4759.148926
	Iteration 23Q: 3 clusters Score -1742296 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1742378.000000 Penalty: 4759.148926
	Iteration 24Q: 3 clusters Score -1742378 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1742463.625000 Penalty: 4759.148926
	Iteration 25Q: 3 clusters Score -1742464 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1742541.125000 Penalty: 4759.148926
	Iteration 26Q: 3 clusters Score -1742541 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1742607.000000 Penalty: 4759.148926
	Iteration 27Q: 3 clusters Score -1742607 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1742664.625000 Penalty: 4759.148926
	Iteration 28Q: 3 clusters Score -1742665 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1742723.000000 Penalty: 4759.148926
	Iteration 29Q: 3 clusters Score -1742723 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1742770.750000 Penalty: 4759.148926
	Iteration 30Q: 3 clusters Score -1742771 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1742833.375000 Penalty: 4759.148926
	Iteration 31Q: 3 clusters Score -1742833 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1742890.625000 Penalty: 4759.148926
	Iteration 32Q: 3 clusters Score -1742891 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1742952.125000 Penalty: 4759.148926
	Iteration 33Q: 3 clusters Score -1742952 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1743012.750000 Penalty: 4759.148926
	Iteration 34Q: 3 clusters Score -1743013 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1743069.875000 Penalty: 4759.148926
	Iteration 35Q: 3 clusters Score -1743070 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1743135.000000 Penalty: 4759.148926
	Iteration 36Q: 3 clusters Score -1743135 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1743197.250000 Penalty: 4759.148926
	Iteration 37Q: 3 clusters Score -1743197 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1743286.750000 Penalty: 4759.148926
	Iteration 38Q: 3 clusters Score -1743287 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1743394.500000 Penalty: 4759.148926
	Iteration 39Q: 3 clusters Score -1743394 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1743502.250000 Penalty: 4759.148926
	Iteration 40F: 3 clusters Score -1743502 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1743630.625000 Penalty: 4759.148926
	Iteration 41Q: 3 clusters Score -1743631 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1743743.375000 Penalty: 4759.148926
	Iteration 42Q: 3 clusters Score -1743743 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1743832.500000 Penalty: 4759.148926
	Iteration 43Q: 3 clusters Score -1743832 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1743911.000000 Penalty: 4759.148926
	Iteration 44Q: 3 clusters Score -1743911 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1743960.750000 Penalty: 4759.148926
	Iteration 45Q: 3 clusters Score -1743961 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1744004.750000 Penalty: 4759.148926
	Iteration 46Q: 3 clusters Score -1744005 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1744034.875000 Penalty: 4759.148926
	Iteration 47Q: 3 clusters Score -1744035 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1744057.625000 Penalty: 4759.148926
	Iteration 48Q: 3 clusters Score -1744058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1744071.250000 Penalty: 4759.148926
	Iteration 49Q: 3 clusters Score -1744071 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1744080.250000 Penalty: 4759.148926
	Iteration 50Q: 3 clusters Score -1744080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1744090.000000 Penalty: 4759.148926
	Iteration 51Q: 3 clusters Score -1744090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1744100.500000 Penalty: 4759.148926
	Iteration 52Q: 3 clusters Score -1744100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1744113.250000 Penalty: 4759.148926
	Iteration 53Q: 3 clusters Score -1744113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1744117.375000 Penalty: 4759.148926
	Iteration 54Q: 3 clusters Score -1744117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1744125.250000 Penalty: 4759.148926
	Iteration 55Q: 3 clusters Score -1744125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1744132.250000 Penalty: 4759.148926
	Iteration 56Q: 3 clusters Score -1744132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1744133.750000 Penalty: 4759.148926
	Iteration 57Q: 3 clusters Score -1744134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1744134.625000 Penalty: 4759.148926
	Iteration 58Q: 3 clusters Score -1744135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1744138.000000 Penalty: 4759.148926
	Iteration 59Q: 3 clusters Score -1744138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1744145.625000 Penalty: 4759.148926
	Iteration 60F: 3 clusters Score -1744146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1744144.750000 Penalty: 4759.148926
	Iteration 61Q: 3 clusters Score -1744145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1744148.125000 Penalty: 4759.148926
	Iteration 62Q: 3 clusters Score -1744148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1744142.250000 Penalty: 4759.148926
	Iteration 63Q: 3 clusters Score -1744142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1744145.500000 Penalty: 4759.148926
	Iteration 64Q: 3 clusters Score -1744146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1744148.375000 Penalty: 4759.148926
	Iteration 65Q: 3 clusters Score -1744148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1744148.375000 Penalty: 4759.148926
	Iteration 66F: 3 clusters Score -1744148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Entering Unmasked Estep 
Score: -380578.437500 Penalty: 2051.343994
	Iteration 0F: 2 clusters Score -380578.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -376823.343750 Penalty: 4102.687988
	Iteration 0F: 3 clusters Score -376823.3 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -377774.406250 Penalty: 4102.687988
	Iteration 1F: 3 clusters Score -377774.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -378075.937500 Penalty: 4102.687988
	Iteration 2F: 3 clusters Score -378075.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -378256.093750 Penalty: 4102.687988
	Iteration 3F: 3 clusters Score -378256.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -378366.625000 Penalty: 4102.687988
	Iteration 4Q: 3 clusters Score -378366.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -378454.343750 Penalty: 4102.687988
	Iteration 5Q: 3 clusters Score -378454.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -378536.343750 Penalty: 4102.687988
	Iteration 6Q: 3 clusters Score -378536.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -378615.500000 Penalty: 4102.687988
	Iteration 7Q: 3 clusters Score -378615.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -378693.656250 Penalty: 4102.687988
	Iteration 8Q: 3 clusters Score -378693.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -378754.156250 Penalty: 4102.687988
	Iteration 9Q: 3 clusters Score -378754.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -378823.281250 Penalty: 4102.687988
	Iteration 10Q: 3 clusters Score -378823.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -378887.406250 Penalty: 4102.687988
	Iteration 11Q: 3 clusters Score -378887.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -378938.375000 Penalty: 4102.687988
	Iteration 12Q: 3 clusters Score -378938.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -378982.781250 Penalty: 4102.687988
	Iteration 13Q: 3 clusters Score -378982.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -379027.250000 Penalty: 4102.687988
	Iteration 14Q: 3 clusters Score -379027.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -379074.906250 Penalty: 4102.687988
	Iteration 15Q: 3 clusters Score -379074.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -379120.031250 Penalty: 4102.687988
	Iteration 16Q: 3 clusters Score -379120 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -379164.125000 Penalty: 4102.687988
	Iteration 17Q: 3 clusters Score -379164.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -379200.750000 Penalty: 4102.687988
	Iteration 18Q: 3 clusters Score -379200.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -379229.437500 Penalty: 4102.687988
	Iteration 19Q: 3 clusters Score -379229.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -379247.468750 Penalty: 4102.687988
	Iteration 20F: 3 clusters Score -379247.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -379264.937500 Penalty: 4102.687988
	Iteration 21Q: 3 clusters Score -379264.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -379282.531250 Penalty: 4102.687988
	Iteration 22Q: 3 clusters Score -379282.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -379300.125000 Penalty: 4102.687988
	Iteration 23Q: 3 clusters Score -379300.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -379329.218750 Penalty: 4102.687988
	Iteration 24Q: 3 clusters Score -379329.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -379354.437500 Penalty: 4102.687988
	Iteration 25Q: 3 clusters Score -379354.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -379381.468750 Penalty: 4102.687988
	Iteration 26Q: 3 clusters Score -379381.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -379419.781250 Penalty: 4102.687988
	Iteration 27Q: 3 clusters Score -379419.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -379458.000000 Penalty: 4102.687988
	Iteration 28Q: 3 clusters Score -379458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -379492.812500 Penalty: 4102.687988
	Iteration 29Q: 3 clusters Score -379492.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -379518.375000 Penalty: 4102.687988
	Iteration 30Q: 3 clusters Score -379518.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -379536.000000 Penalty: 4102.687988
	Iteration 31Q: 3 clusters Score -379536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -379548.812500 Penalty: 4102.687988
	Iteration 32Q: 3 clusters Score -379548.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -379559.125000 Penalty: 4102.687988
	Iteration 33Q: 3 clusters Score -379559.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -379567.718750 Penalty: 4102.687988
	Iteration 34Q: 3 clusters Score -379567.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -379576.625000 Penalty: 4102.687988
	Iteration 35Q: 3 clusters Score -379576.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -379581.031250 Penalty: 4102.687988
	Iteration 36Q: 3 clusters Score -379581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -379585.125000 Penalty: 4102.687988
	Iteration 37Q: 3 clusters Score -379585.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -379588.125000 Penalty: 4102.687988
	Iteration 38Q: 3 clusters Score -379588.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -379589.218750 Penalty: 4102.687988
	Iteration 39Q: 3 clusters Score -379589.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -379592.343750 Penalty: 4102.687988
	Iteration 40F: 3 clusters Score -379592.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -379597.031250 Penalty: 4102.687988
	Iteration 41Q: 3 clusters Score -379597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -379597.687500 Penalty: 4102.687988
	Iteration 42Q: 3 clusters Score -379597.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -379598.687500 Penalty: 4102.687988
	Iteration 43Q: 3 clusters Score -379598.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -379598.687500 Penalty: 4102.687988
	Iteration 44F: 3 clusters Score -379598.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (77999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77999 members 
Entering Unmasked Estep 
Score: -9434014.000000 Penalty: 2793.583740
	Iteration 0F: 2 clusters Score -9434014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -9381817.000000 Penalty: 5587.167480
	Iteration 0F: 3 clusters Score -9381817 nChanged 36521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -9402299.000000 Penalty: 5587.167480
	Iteration 1F: 3 clusters Score -9402299 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -9403020.000000 Penalty: 5587.167480
	Iteration 2Q: 3 clusters Score -9403020 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -9403829.000000 Penalty: 5587.167480
	Iteration 3Q: 3 clusters Score -9403829 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -9405072.000000 Penalty: 5587.167480
	Iteration 4Q: 3 clusters Score -9405072 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -9407015.000000 Penalty: 5587.167480
	Iteration 5Q: 3 clusters Score -9407015 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53952 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -9410130.000000 Penalty: 5587.167480
	Iteration 6F: 3 clusters Score -9410130 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59830 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -9414871.000000 Penalty: 5587.167480
	Iteration 7F: 3 clusters Score -9414871 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66255 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -9420735.000000 Penalty: 5587.167480
	Iteration 8F: 3 clusters Score -9420735 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71701 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -9426174.000000 Penalty: 5587.167480
	Iteration 9F: 3 clusters Score -9426174 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75111 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -9429480.000000 Penalty: 5587.167480
	Iteration 10Q: 3 clusters Score -9429480 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76653 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -9430832.000000 Penalty: 5587.167480
	Iteration 11Q: 3 clusters Score -9430832 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77236 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9431382.000000 Penalty: 5587.167480
	Iteration 12Q: 3 clusters Score -9431382 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77434 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9431534.000000 Penalty: 5587.167480
	Iteration 13Q: 3 clusters Score -9431534 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77520 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9431606.000000 Penalty: 5587.167480
	Iteration 14Q: 3 clusters Score -9431606 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77562 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9431650.000000 Penalty: 5587.167480
	Iteration 15Q: 3 clusters Score -9431650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77583 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9431670.000000 Penalty: 5587.167480
	Iteration 16Q: 3 clusters Score -9431670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77592 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9431678.000000 Penalty: 5587.167480
	Iteration 17Q: 3 clusters Score -9431678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77601 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9431690.000000 Penalty: 5587.167480
	Iteration 18Q: 3 clusters Score -9431690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77606 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9431706.000000 Penalty: 5587.167480
	Iteration 19Q: 3 clusters Score -9431706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77605 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9431700.000000 Penalty: 5587.167480
	Iteration 20F: 3 clusters Score -9431700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77607 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9431708.000000 Penalty: 5587.167480
	Iteration 21Q: 3 clusters Score -9431708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77610 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9431712.000000 Penalty: 5587.167480
	Iteration 22Q: 3 clusters Score -9431712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77611 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9431717.000000 Penalty: 5587.167480
	Iteration 23Q: 3 clusters Score -9431717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77615 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9431709.000000 Penalty: 5587.167480
	Iteration 24Q: 3 clusters Score -9431709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77617 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9431720.000000 Penalty: 5587.167480
	Iteration 25Q: 3 clusters Score -9431720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77617 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9431720.000000 Penalty: 5587.167480
	Iteration 26F: 3 clusters Score -9431720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -193757.703125 Penalty: 1844.864990
	Iteration 0F: 2 clusters Score -193757.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -191319.062500 Penalty: 3689.729980
	Iteration 0F: 3 clusters Score -191319.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -191784.343750 Penalty: 3689.729980
	Iteration 1F: 3 clusters Score -191784.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -192038.218750 Penalty: 3689.729980
	Iteration 2F: 3 clusters Score -192038.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -192319.687500 Penalty: 3689.729980
	Iteration 3F: 3 clusters Score -192319.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -192577.343750 Penalty: 3689.729980
	Iteration 4F: 3 clusters Score -192577.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -192751.937500 Penalty: 3689.729980
	Iteration 5F: 3 clusters Score -192751.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -192863.265625 Penalty: 3689.729980
	Iteration 6Q: 3 clusters Score -192863.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -193007.328125 Penalty: 3689.729980
	Iteration 7Q: 3 clusters Score -193007.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -193189.062500 Penalty: 3689.729980
	Iteration 8Q: 3 clusters Score -193189.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -193346.671875 Penalty: 3689.729980
	Iteration 9Q: 3 clusters Score -193346.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -193423.750000 Penalty: 3689.729980
	Iteration 10Q: 3 clusters Score -193423.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -193493.468750 Penalty: 3689.729980
	Iteration 11Q: 3 clusters Score -193493.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -193553.140625 Penalty: 3689.729980
	Iteration 12Q: 3 clusters Score -193553.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -193589.734375 Penalty: 3689.729980
	Iteration 13Q: 3 clusters Score -193589.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -193607.671875 Penalty: 3689.729980
	Iteration 14Q: 3 clusters Score -193607.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -193617.171875 Penalty: 3689.729980
	Iteration 15Q: 3 clusters Score -193617.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -193623.640625 Penalty: 3689.729980
	Iteration 16Q: 3 clusters Score -193623.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -193626.765625 Penalty: 3689.729980
	Iteration 17Q: 3 clusters Score -193626.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -193628.140625 Penalty: 3689.729980
	Iteration 18Q: 3 clusters Score -193628.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -193628.562500 Penalty: 3689.729980
	Iteration 19Q: 3 clusters Score -193628.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -193629.453125 Penalty: 3689.729980
	Iteration 20F: 3 clusters Score -193629.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -308844.750000 Penalty: 1962.643921
	Iteration 0F: 2 clusters Score -308844.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -305818.000000 Penalty: 3925.287842
	Iteration 0F: 3 clusters Score -305818 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -306436.718750 Penalty: 3925.287842
	Iteration 1F: 3 clusters Score -306436.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -306628.500000 Penalty: 3925.287842
	Iteration 2F: 3 clusters Score -306628.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -306745.687500 Penalty: 3925.287842
	Iteration 3F: 3 clusters Score -306745.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -306830.812500 Penalty: 3925.287842
	Iteration 4Q: 3 clusters Score -306830.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -306896.281250 Penalty: 3925.287842
	Iteration 5Q: 3 clusters Score -306896.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -306946.156250 Penalty: 3925.287842
	Iteration 6Q: 3 clusters Score -306946.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -306983.406250 Penalty: 3925.287842
	Iteration 7Q: 3 clusters Score -306983.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -307016.093750 Penalty: 3925.287842
	Iteration 8Q: 3 clusters Score -307016.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -307042.875000 Penalty: 3925.287842
	Iteration 9Q: 3 clusters Score -307042.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -307071.781250 Penalty: 3925.287842
	Iteration 10Q: 3 clusters Score -307071.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -307100.406250 Penalty: 3925.287842
	Iteration 11Q: 3 clusters Score -307100.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -307122.812500 Penalty: 3925.287842
	Iteration 12Q: 3 clusters Score -307122.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -307136.312500 Penalty: 3925.287842
	Iteration 13Q: 3 clusters Score -307136.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -307146.125000 Penalty: 3925.287842
	Iteration 14Q: 3 clusters Score -307146.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -307149.812500 Penalty: 3925.287842
	Iteration 15Q: 3 clusters Score -307149.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -307152.968750 Penalty: 3925.287842
	Iteration 16Q: 3 clusters Score -307153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -307154.750000 Penalty: 3925.287842
	Iteration 17Q: 3 clusters Score -307154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -307155.218750 Penalty: 3925.287842
	Iteration 18Q: 3 clusters Score -307155.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -307155.156250 Penalty: 3925.287842
	Iteration 19Q: 3 clusters Score -307155.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -307156.031250 Penalty: 3925.287842
	Iteration 20F: 3 clusters Score -307156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -307166.125000 Penalty: 3925.287842
	Iteration 21Q: 3 clusters Score -307166.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -307171.562500 Penalty: 3925.287842
	Iteration 22Q: 3 clusters Score -307171.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -307184.781250 Penalty: 3925.287842
	Iteration 23Q: 3 clusters Score -307184.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -307193.406250 Penalty: 3925.287842
	Iteration 24Q: 3 clusters Score -307193.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -307207.218750 Penalty: 3925.287842
	Iteration 25Q: 3 clusters Score -307207.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -307217.093750 Penalty: 3925.287842
	Iteration 26Q: 3 clusters Score -307217.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -307229.656250 Penalty: 3925.287842
	Iteration 27Q: 3 clusters Score -307229.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -307242.875000 Penalty: 3925.287842
	Iteration 28Q: 3 clusters Score -307242.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -307250.156250 Penalty: 3925.287842
	Iteration 29Q: 3 clusters Score -307250.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -307259.593750 Penalty: 3925.287842
	Iteration 30Q: 3 clusters Score -307259.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -307270.500000 Penalty: 3925.287842
	Iteration 31Q: 3 clusters Score -307270.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -307285.906250 Penalty: 3925.287842
	Iteration 32Q: 3 clusters Score -307285.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -307297.781250 Penalty: 3925.287842
	Iteration 33Q: 3 clusters Score -307297.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -307308.281250 Penalty: 3925.287842
	Iteration 34Q: 3 clusters Score -307308.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -307321.687500 Penalty: 3925.287842
	Iteration 35Q: 3 clusters Score -307321.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -307331.562500 Penalty: 3925.287842
	Iteration 36Q: 3 clusters Score -307331.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -307337.812500 Penalty: 3925.287842
	Iteration 37Q: 3 clusters Score -307337.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -307342.343750 Penalty: 3925.287842
	Iteration 38Q: 3 clusters Score -307342.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -307346.343750 Penalty: 3925.287842
	Iteration 39Q: 3 clusters Score -307346.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -307351.062500 Penalty: 3925.287842
	Iteration 40F: 3 clusters Score -307351.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -307356.312500 Penalty: 3925.287842
	Iteration 41Q: 3 clusters Score -307356.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -307358.906250 Penalty: 3925.287842
	Iteration 42Q: 3 clusters Score -307358.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -307359.750000 Penalty: 3925.287842
	Iteration 43Q: 3 clusters Score -307359.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -307360.937500 Penalty: 3925.287842
	Iteration 44Q: 3 clusters Score -307360.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -307360.937500 Penalty: 3925.287842
	Iteration 45F: 3 clusters Score -307360.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97233 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52952 members 
Mstep: Class 7 contains 15609 members 
Mstep: Class 8 contains 4167 members 
Mstep: Class 9 contains 82213 members 
Mstep: Class 10 contains 15416 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 17086 members 
Mstep: Class 14 contains 292386 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8577 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13005 members 
Mstep: Class 19 contains 278570 members 
Mstep: Class 20 contains 172587 members 
Mstep: Class 21 contains 25100 members 
Mstep: Class 22 contains 36594 members 
Mstep: Class 23 contains 14692 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77999 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619056.000000 Penalty: 94130.875000
Iteration 399Q: 28 clusters Score -1.546191e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97230 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52950 members 
Mstep: Class 7 contains 15609 members 
Mstep: Class 8 contains 4167 members 
Mstep: Class 9 contains 82214 members 
Mstep: Class 10 contains 15414 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 17084 members 
Mstep: Class 14 contains 292392 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8577 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 13005 members 
Mstep: Class 19 contains 278565 members 
Mstep: Class 20 contains 172597 members 
Mstep: Class 21 contains 25100 members 
Mstep: Class 22 contains 36596 members 
Mstep: Class 23 contains 14690 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77996 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619088.000000 Penalty: 94130.875000
Iteration 400F: 28 clusters Score -1.546191e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97233 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52948 members 
Mstep: Class 7 contains 15609 members 
Mstep: Class 8 contains 4167 members 
Mstep: Class 9 contains 82214 members 
Mstep: Class 10 contains 15413 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 17083 members 
Mstep: Class 14 contains 292402 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8576 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 13005 members 
Mstep: Class 19 contains 278553 members 
Mstep: Class 20 contains 172603 members 
Mstep: Class 21 contains 25101 members 
Mstep: Class 22 contains 36595 members 
Mstep: Class 23 contains 14690 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77997 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619232.000000 Penalty: 94130.875000
Iteration 401Q: 28 clusters Score -1.546192e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97235 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52948 members 
Mstep: Class 7 contains 15608 members 
Mstep: Class 8 contains 4167 members 
Mstep: Class 9 contains 82214 members 
Mstep: Class 10 contains 15411 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 17083 members 
Mstep: Class 14 contains 292420 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8576 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 13005 members 
Mstep: Class 19 contains 278527 members 
Mstep: Class 20 contains 172609 members 
Mstep: Class 21 contains 25102 members 
Mstep: Class 22 contains 36594 members 
Mstep: Class 23 contains 14692 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77995 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619296.000000 Penalty: 94130.875000
Iteration 402Q: 28 clusters Score -1.546193e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97237 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52945 members 
Mstep: Class 7 contains 15608 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 82216 members 
Mstep: Class 10 contains 15410 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 17082 members 
Mstep: Class 14 contains 292426 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8576 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 13003 members 
Mstep: Class 19 contains 278513 members 
Mstep: Class 20 contains 172623 members 
Mstep: Class 21 contains 25103 members 
Mstep: Class 22 contains 36594 members 
Mstep: Class 23 contains 14694 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77991 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619216.000000 Penalty: 94130.875000
Iteration 403Q: 28 clusters Score -1.546192e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97236 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52940 members 
Mstep: Class 7 contains 15607 members 
Mstep: Class 8 contains 4170 members 
Mstep: Class 9 contains 82215 members 
Mstep: Class 10 contains 15406 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 17083 members 
Mstep: Class 14 contains 292418 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8576 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 13003 members 
Mstep: Class 19 contains 278518 members 
Mstep: Class 20 contains 172640 members 
Mstep: Class 21 contains 25104 members 
Mstep: Class 22 contains 36598 members 
Mstep: Class 23 contains 14696 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77984 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619280.000000 Penalty: 94130.875000
Iteration 404Q: 28 clusters Score -1.546193e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97236 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52935 members 
Mstep: Class 7 contains 15607 members 
Mstep: Class 8 contains 4173 members 
Mstep: Class 9 contains 82221 members 
Mstep: Class 10 contains 15405 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25538 members 
Mstep: Class 13 contains 17083 members 
Mstep: Class 14 contains 292423 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8576 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 13002 members 
Mstep: Class 19 contains 278504 members 
Mstep: Class 20 contains 172657 members 
Mstep: Class 21 contains 25107 members 
Mstep: Class 22 contains 36600 members 
Mstep: Class 23 contains 14695 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77980 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619360.000000 Penalty: 94130.875000
Iteration 405Q: 28 clusters Score -1.546194e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97230 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52936 members 
Mstep: Class 7 contains 15606 members 
Mstep: Class 8 contains 4173 members 
Mstep: Class 9 contains 82226 members 
Mstep: Class 10 contains 15404 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 17083 members 
Mstep: Class 14 contains 292421 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8576 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 13003 members 
Mstep: Class 19 contains 278487 members 
Mstep: Class 20 contains 172674 members 
Mstep: Class 21 contains 25107 members 
Mstep: Class 22 contains 36603 members 
Mstep: Class 23 contains 14696 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77980 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619360.000000 Penalty: 94130.875000
Iteration 406Q: 28 clusters Score -1.546194e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97229 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52939 members 
Mstep: Class 7 contains 15606 members 
Mstep: Class 8 contains 4174 members 
Mstep: Class 9 contains 82225 members 
Mstep: Class 10 contains 15404 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 17083 members 
Mstep: Class 14 contains 292404 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8576 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 13001 members 
Mstep: Class 19 contains 278478 members 
Mstep: Class 20 contains 172699 members 
Mstep: Class 21 contains 25107 members 
Mstep: Class 22 contains 36603 members 
Mstep: Class 23 contains 14699 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77978 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619392.000000 Penalty: 94130.875000
Iteration 407Q: 28 clusters Score -1.546194e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97227 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52940 members 
Mstep: Class 7 contains 15606 members 
Mstep: Class 8 contains 4175 members 
Mstep: Class 9 contains 82228 members 
Mstep: Class 10 contains 15404 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 17081 members 
Mstep: Class 14 contains 292395 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 13001 members 
Mstep: Class 19 contains 278479 members 
Mstep: Class 20 contains 172708 members 
Mstep: Class 21 contains 25107 members 
Mstep: Class 22 contains 36603 members 
Mstep: Class 23 contains 14700 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77977 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619504.000000 Penalty: 94130.875000
Iteration 408Q: 28 clusters Score -1.546195e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97224 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52940 members 
Mstep: Class 7 contains 15606 members 
Mstep: Class 8 contains 4175 members 
Mstep: Class 9 contains 82230 members 
Mstep: Class 10 contains 15404 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 17080 members 
Mstep: Class 14 contains 292389 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 13001 members 
Mstep: Class 19 contains 278478 members 
Mstep: Class 20 contains 172716 members 
Mstep: Class 21 contains 25107 members 
Mstep: Class 22 contains 36603 members 
Mstep: Class 23 contains 14700 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77976 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619600.000000 Penalty: 94130.875000
Iteration 409Q: 28 clusters Score -1.546196e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97225 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52940 members 
Mstep: Class 7 contains 15606 members 
Mstep: Class 8 contains 4175 members 
Mstep: Class 9 contains 82231 members 
Mstep: Class 10 contains 15404 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 17081 members 
Mstep: Class 14 contains 292391 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 13001 members 
Mstep: Class 19 contains 278467 members 
Mstep: Class 20 contains 172722 members 
Mstep: Class 21 contains 25107 members 
Mstep: Class 22 contains 36605 members 
Mstep: Class 23 contains 14700 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77976 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619584.000000 Penalty: 94130.875000
Iteration 410Q: 28 clusters Score -1.546196e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97222 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52938 members 
Mstep: Class 7 contains 15606 members 
Mstep: Class 8 contains 4175 members 
Mstep: Class 9 contains 82234 members 
Mstep: Class 10 contains 15404 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 17082 members 
Mstep: Class 14 contains 292390 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 12999 members 
Mstep: Class 19 contains 278459 members 
Mstep: Class 20 contains 172729 members 
Mstep: Class 21 contains 25107 members 
Mstep: Class 22 contains 36608 members 
Mstep: Class 23 contains 14701 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77974 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619648.000000 Penalty: 94130.875000
Iteration 411Q: 28 clusters Score -1.546196e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97212 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52939 members 
Mstep: Class 7 contains 15606 members 
Mstep: Class 8 contains 4175 members 
Mstep: Class 9 contains 82240 members 
Mstep: Class 10 contains 15404 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 17081 members 
Mstep: Class 14 contains 292409 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 12998 members 
Mstep: Class 19 contains 278444 members 
Mstep: Class 20 contains 172734 members 
Mstep: Class 21 contains 25107 members 
Mstep: Class 22 contains 36607 members 
Mstep: Class 23 contains 14703 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77969 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619776.000000 Penalty: 94130.875000
Iteration 412Q: 28 clusters Score -1.546198e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97207 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52938 members 
Mstep: Class 7 contains 15605 members 
Mstep: Class 8 contains 4175 members 
Mstep: Class 9 contains 82247 members 
Mstep: Class 10 contains 15404 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 17080 members 
Mstep: Class 14 contains 292413 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 12998 members 
Mstep: Class 19 contains 278440 members 
Mstep: Class 20 contains 172737 members 
Mstep: Class 21 contains 25108 members 
Mstep: Class 22 contains 36608 members 
Mstep: Class 23 contains 14703 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77965 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619792.000000 Penalty: 94130.875000
Iteration 413Q: 28 clusters Score -1.546198e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97204 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52938 members 
Mstep: Class 7 contains 15605 members 
Mstep: Class 8 contains 4175 members 
Mstep: Class 9 contains 82250 members 
Mstep: Class 10 contains 15403 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 17078 members 
Mstep: Class 14 contains 292421 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 12995 members 
Mstep: Class 19 contains 278441 members 
Mstep: Class 20 contains 172738 members 
Mstep: Class 21 contains 25108 members 
Mstep: Class 22 contains 36609 members 
Mstep: Class 23 contains 14703 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77961 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619776.000000 Penalty: 94130.875000
Iteration 414Q: 28 clusters Score -1.546198e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97194 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52938 members 
Mstep: Class 7 contains 15605 members 
Mstep: Class 8 contains 4175 members 
Mstep: Class 9 contains 82254 members 
Mstep: Class 10 contains 15403 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 17079 members 
Mstep: Class 14 contains 292430 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 12993 members 
Mstep: Class 19 contains 278431 members 
Mstep: Class 20 contains 172745 members 
Mstep: Class 21 contains 25109 members 
Mstep: Class 22 contains 36610 members 
Mstep: Class 23 contains 14703 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77962 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619760.000000 Penalty: 94130.875000
Iteration 415Q: 28 clusters Score -1.546198e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97188 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52940 members 
Mstep: Class 7 contains 15604 members 
Mstep: Class 8 contains 4175 members 
Mstep: Class 9 contains 82258 members 
Mstep: Class 10 contains 15403 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 17080 members 
Mstep: Class 14 contains 292429 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 12993 members 
Mstep: Class 19 contains 278430 members 
Mstep: Class 20 contains 172746 members 
Mstep: Class 21 contains 25109 members 
Mstep: Class 22 contains 36610 members 
Mstep: Class 23 contains 14704 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77961 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619616.000000 Penalty: 94130.875000
Iteration 416Q: 28 clusters Score -1.546196e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97184 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52942 members 
Mstep: Class 7 contains 15603 members 
Mstep: Class 8 contains 4175 members 
Mstep: Class 9 contains 82259 members 
Mstep: Class 10 contains 15403 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 17081 members 
Mstep: Class 14 contains 292420 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 12992 members 
Mstep: Class 19 contains 278431 members 
Mstep: Class 20 contains 172755 members 
Mstep: Class 21 contains 25109 members 
Mstep: Class 22 contains 36611 members 
Mstep: Class 23 contains 14704 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77962 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619760.000000 Penalty: 94130.875000
Iteration 417Q: 28 clusters Score -1.546198e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97184 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52941 members 
Mstep: Class 7 contains 15603 members 
Mstep: Class 8 contains 4175 members 
Mstep: Class 9 contains 82259 members 
Mstep: Class 10 contains 15401 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 17081 members 
Mstep: Class 14 contains 292408 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 12992 members 
Mstep: Class 19 contains 278426 members 
Mstep: Class 20 contains 172770 members 
Mstep: Class 21 contains 25109 members 
Mstep: Class 22 contains 36610 members 
Mstep: Class 23 contains 14705 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77964 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619792.000000 Penalty: 94130.875000
Iteration 418Q: 28 clusters Score -1.546198e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97179 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52942 members 
Mstep: Class 7 contains 15603 members 
Mstep: Class 8 contains 4175 members 
Mstep: Class 9 contains 82259 members 
Mstep: Class 10 contains 15399 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 17081 members 
Mstep: Class 14 contains 292391 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 12991 members 
Mstep: Class 19 contains 278433 members 
Mstep: Class 20 contains 172787 members 
Mstep: Class 21 contains 25109 members 
Mstep: Class 22 contains 36610 members 
Mstep: Class 23 contains 14706 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77965 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619792.000000 Penalty: 94130.875000
Iteration 419Q: 28 clusters Score -1.546198e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97177 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52941 members 
Mstep: Class 7 contains 15604 members 
Mstep: Class 8 contains 4175 members 
Mstep: Class 9 contains 82260 members 
Mstep: Class 10 contains 15400 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 17081 members 
Mstep: Class 14 contains 292372 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 12989 members 
Mstep: Class 19 contains 278430 members 
Mstep: Class 20 contains 172809 members 
Mstep: Class 21 contains 25108 members 
Mstep: Class 22 contains 36609 members 
Mstep: Class 23 contains 14706 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77966 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619824.000000 Penalty: 94130.875000
Iteration 420F: 28 clusters Score -1.546198e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97175 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52943 members 
Mstep: Class 7 contains 15604 members 
Mstep: Class 8 contains 4175 members 
Mstep: Class 9 contains 82263 members 
Mstep: Class 10 contains 15399 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 17081 members 
Mstep: Class 14 contains 292366 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 12988 members 
Mstep: Class 19 contains 278424 members 
Mstep: Class 20 contains 172820 members 
Mstep: Class 21 contains 25109 members 
Mstep: Class 22 contains 36609 members 
Mstep: Class 23 contains 14706 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77965 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619920.000000 Penalty: 94130.875000
Iteration 421Q: 28 clusters Score -1.546199e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97176 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52945 members 
Mstep: Class 7 contains 15604 members 
Mstep: Class 8 contains 4175 members 
Mstep: Class 9 contains 82263 members 
Mstep: Class 10 contains 15398 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25538 members 
Mstep: Class 13 contains 17080 members 
Mstep: Class 14 contains 292366 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 12989 members 
Mstep: Class 19 contains 278410 members 
Mstep: Class 20 contains 172835 members 
Mstep: Class 21 contains 25109 members 
Mstep: Class 22 contains 36610 members 
Mstep: Class 23 contains 14707 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77964 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619968.000000 Penalty: 94130.875000
Iteration 422Q: 28 clusters Score -1.5462e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 97171 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52945 members 
Mstep: Class 7 contains 15604 members 
Mstep: Class 8 contains 4175 members 
Mstep: Class 9 contains 82266 members 
Mstep: Class 10 contains 15398 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25537 members 
Mstep: Class 13 contains 17079 members 
Mstep: Class 14 contains 292378 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 12990 members 
Mstep: Class 19 contains 278393 members 
Mstep: Class 20 contains 172841 members 
Mstep: Class 21 contains 25109 members 
Mstep: Class 22 contains 36613 members 
Mstep: Class 23 contains 14707 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77963 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620000.000000 Penalty: 94130.875000
Iteration 423Q: 28 clusters Score -1.5462e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 97167 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52948 members 
Mstep: Class 7 contains 15603 members 
Mstep: Class 8 contains 4176 members 
Mstep: Class 9 contains 82272 members 
Mstep: Class 10 contains 15398 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25538 members 
Mstep: Class 13 contains 17076 members 
Mstep: Class 14 contains 292370 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 12991 members 
Mstep: Class 19 contains 278390 members 
Mstep: Class 20 contains 172850 members 
Mstep: Class 21 contains 25109 members 
Mstep: Class 22 contains 36612 members 
Mstep: Class 23 contains 14706 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77965 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620096.000000 Penalty: 94130.875000
Iteration 424Q: 28 clusters Score -1.546201e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 97166 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52949 members 
Mstep: Class 7 contains 15603 members 
Mstep: Class 8 contains 4176 members 
Mstep: Class 9 contains 82274 members 
Mstep: Class 10 contains 15398 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25538 members 
Mstep: Class 13 contains 17075 members 
Mstep: Class 14 contains 292375 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 12993 members 
Mstep: Class 19 contains 278376 members 
Mstep: Class 20 contains 172860 members 
Mstep: Class 21 contains 25109 members 
Mstep: Class 22 contains 36613 members 
Mstep: Class 23 contains 14706 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77964 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620000.000000 Penalty: 94130.875000
Iteration 425Q: 28 clusters Score -1.5462e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 97160 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52946 members 
Mstep: Class 7 contains 15603 members 
Mstep: Class 8 contains 4176 members 
Mstep: Class 9 contains 82281 members 
Mstep: Class 10 contains 15398 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25538 members 
Mstep: Class 13 contains 17073 members 
Mstep: Class 14 contains 292379 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 12993 members 
Mstep: Class 19 contains 278369 members 
Mstep: Class 20 contains 172869 members 
Mstep: Class 21 contains 25109 members 
Mstep: Class 22 contains 36614 members 
Mstep: Class 23 contains 14706 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77963 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619968.000000 Penalty: 94130.875000
Iteration 426Q: 28 clusters Score -1.5462e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 97163 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52941 members 
Mstep: Class 7 contains 15603 members 
Mstep: Class 8 contains 4176 members 
Mstep: Class 9 contains 82282 members 
Mstep: Class 10 contains 15398 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25538 members 
Mstep: Class 13 contains 17075 members 
Mstep: Class 14 contains 292373 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 12994 members 
Mstep: Class 19 contains 278376 members 
Mstep: Class 20 contains 172872 members 
Mstep: Class 21 contains 25109 members 
Mstep: Class 22 contains 36614 members 
Mstep: Class 23 contains 14706 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77961 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620000.000000 Penalty: 94130.875000
Iteration 427Q: 28 clusters Score -1.5462e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 97159 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52939 members 
Mstep: Class 7 contains 15602 members 
Mstep: Class 8 contains 4176 members 
Mstep: Class 9 contains 82278 members 
Mstep: Class 10 contains 15399 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25538 members 
Mstep: Class 13 contains 17075 members 
Mstep: Class 14 contains 292375 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 12995 members 
Mstep: Class 19 contains 278381 members 
Mstep: Class 20 contains 172876 members 
Mstep: Class 21 contains 25109 members 
Mstep: Class 22 contains 36614 members 
Mstep: Class 23 contains 14707 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77960 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620096.000000 Penalty: 94130.875000
Iteration 428Q: 28 clusters Score -1.546201e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97157 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52938 members 
Mstep: Class 7 contains 15602 members 
Mstep: Class 8 contains 4176 members 
Mstep: Class 9 contains 82277 members 
Mstep: Class 10 contains 15399 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25538 members 
Mstep: Class 13 contains 17073 members 
Mstep: Class 14 contains 292381 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 12993 members 
Mstep: Class 19 contains 278378 members 
Mstep: Class 20 contains 172879 members 
Mstep: Class 21 contains 25110 members 
Mstep: Class 22 contains 36613 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77960 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620160.000000 Penalty: 94130.875000
Iteration 429Q: 28 clusters Score -1.546202e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97159 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52937 members 
Mstep: Class 7 contains 15602 members 
Mstep: Class 8 contains 4176 members 
Mstep: Class 9 contains 82277 members 
Mstep: Class 10 contains 15399 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25538 members 
Mstep: Class 13 contains 17073 members 
Mstep: Class 14 contains 292385 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 12991 members 
Mstep: Class 19 contains 278378 members 
Mstep: Class 20 contains 172880 members 
Mstep: Class 21 contains 25110 members 
Mstep: Class 22 contains 36613 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77957 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620016.000000 Penalty: 94130.875000
Iteration 430Q: 28 clusters Score -1.5462e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97157 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52939 members 
Mstep: Class 7 contains 15602 members 
Mstep: Class 8 contains 4176 members 
Mstep: Class 9 contains 82275 members 
Mstep: Class 10 contains 15399 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25538 members 
Mstep: Class 13 contains 17073 members 
Mstep: Class 14 contains 292385 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 12990 members 
Mstep: Class 19 contains 278376 members 
Mstep: Class 20 contains 172887 members 
Mstep: Class 21 contains 25111 members 
Mstep: Class 22 contains 36613 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77955 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620016.000000 Penalty: 94130.875000
Iteration 431Q: 28 clusters Score -1.5462e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97161 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52939 members 
Mstep: Class 7 contains 15602 members 
Mstep: Class 8 contains 4176 members 
Mstep: Class 9 contains 82274 members 
Mstep: Class 10 contains 15399 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25538 members 
Mstep: Class 13 contains 17073 members 
Mstep: Class 14 contains 292378 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 12987 members 
Mstep: Class 19 contains 278387 members 
Mstep: Class 20 contains 172882 members 
Mstep: Class 21 contains 25112 members 
Mstep: Class 22 contains 36611 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77955 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620000.000000 Penalty: 94130.875000
Iteration 432Q: 28 clusters Score -1.5462e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97164 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52939 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 4176 members 
Mstep: Class 9 contains 82273 members 
Mstep: Class 10 contains 15398 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25538 members 
Mstep: Class 13 contains 17073 members 
Mstep: Class 14 contains 292376 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6326 members 
Mstep: Class 18 contains 12985 members 
Mstep: Class 19 contains 278400 members 
Mstep: Class 20 contains 172876 members 
Mstep: Class 21 contains 25113 members 
Mstep: Class 22 contains 36611 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77951 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620128.000000 Penalty: 94130.875000
Iteration 433Q: 28 clusters Score -1.546201e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97162 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52940 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 4176 members 
Mstep: Class 9 contains 82272 members 
Mstep: Class 10 contains 15397 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25538 members 
Mstep: Class 13 contains 17072 members 
Mstep: Class 14 contains 292380 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 12987 members 
Mstep: Class 19 contains 278402 members 
Mstep: Class 20 contains 172874 members 
Mstep: Class 21 contains 25113 members 
Mstep: Class 22 contains 36611 members 
Mstep: Class 23 contains 14707 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77949 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619984.000000 Penalty: 94130.875000
Iteration 434Q: 28 clusters Score -1.5462e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97162 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52940 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 4176 members 
Mstep: Class 9 contains 82274 members 
Mstep: Class 10 contains 15395 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25538 members 
Mstep: Class 13 contains 17073 members 
Mstep: Class 14 contains 292365 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8573 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 12988 members 
Mstep: Class 19 contains 278406 members 
Mstep: Class 20 contains 172883 members 
Mstep: Class 21 contains 25113 members 
Mstep: Class 22 contains 36610 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77950 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620000.000000 Penalty: 94130.875000
Iteration 435Q: 28 clusters Score -1.5462e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97159 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52941 members 
Mstep: Class 7 contains 15600 members 
Mstep: Class 8 contains 4175 members 
Mstep: Class 9 contains 82277 members 
Mstep: Class 10 contains 15396 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 17073 members 
Mstep: Class 14 contains 292361 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8571 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 12989 members 
Mstep: Class 19 contains 278408 members 
Mstep: Class 20 contains 172891 members 
Mstep: Class 21 contains 25114 members 
Mstep: Class 22 contains 36607 members 
Mstep: Class 23 contains 14709 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77948 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620112.000000 Penalty: 94130.875000
Iteration 436Q: 28 clusters Score -1.546201e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97155 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52942 members 
Mstep: Class 7 contains 15600 members 
Mstep: Class 8 contains 4176 members 
Mstep: Class 9 contains 82278 members 
Mstep: Class 10 contains 15395 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25538 members 
Mstep: Class 13 contains 17073 members 
Mstep: Class 14 contains 292363 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8565 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 12990 members 
Mstep: Class 19 contains 278397 members 
Mstep: Class 20 contains 172903 members 
Mstep: Class 21 contains 25113 members 
Mstep: Class 22 contains 36608 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77956 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619984.000000 Penalty: 94130.875000
Iteration 437Q: 28 clusters Score -1.5462e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97159 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52941 members 
Mstep: Class 7 contains 15600 members 
Mstep: Class 8 contains 4175 members 
Mstep: Class 9 contains 82277 members 
Mstep: Class 10 contains 15393 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25537 members 
Mstep: Class 13 contains 17072 members 
Mstep: Class 14 contains 292371 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8561 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 12990 members 
Mstep: Class 19 contains 278394 members 
Mstep: Class 20 contains 172901 members 
Mstep: Class 21 contains 25113 members 
Mstep: Class 22 contains 36610 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77956 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620000.000000 Penalty: 94130.875000
Iteration 438Q: 28 clusters Score -1.5462e+08 nChanged 75
Entering ConstructFrom: 
Score: -154620000.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (23611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Entering Unmasked Estep 
Score: -2951950.250000 Penalty: 2497.228027
	Iteration 0F: 2 clusters Score -2951950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2935476.250000 Penalty: 4994.456055
	Iteration 0F: 3 clusters Score -2935476 nChanged 10369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -2941048.250000 Penalty: 4994.456055
	Iteration 1F: 3 clusters Score -2941048 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2941472.500000 Penalty: 4994.456055
	Iteration 2F: 3 clusters Score -2941472 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2941831.500000 Penalty: 4994.456055
	Iteration 3Q: 3 clusters Score -2941832 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2942184.000000 Penalty: 4994.456055
	Iteration 4Q: 3 clusters Score -2942184 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2942532.750000 Penalty: 4994.456055
	Iteration 5Q: 3 clusters Score -2942533 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2942936.500000 Penalty: 4994.456055
	Iteration 6Q: 3 clusters Score -2942936 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2943372.750000 Penalty: 4994.456055
	Iteration 7Q: 3 clusters Score -2943373 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2943894.750000 Penalty: 4994.456055
	Iteration 8Q: 3 clusters Score -2943895 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2944543.750000 Penalty: 4994.456055
	Iteration 9Q: 3 clusters Score -2944544 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2945378.000000 Penalty: 4994.456055
	Iteration 10F: 3 clusters Score -2945378 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2946433.750000 Penalty: 4994.456055
	Iteration 11F: 3 clusters Score -2946434 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2947490.000000 Penalty: 4994.456055
	Iteration 12Q: 3 clusters Score -2947490 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2948307.750000 Penalty: 4994.456055
	Iteration 13Q: 3 clusters Score -2948308 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2948815.250000 Penalty: 4994.456055
	Iteration 14Q: 3 clusters Score -2948815 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -2949161.250000 Penalty: 4994.456055
	Iteration 15Q: 3 clusters Score -2949161 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -2949372.250000 Penalty: 4994.456055
	Iteration 16Q: 3 clusters Score -2949372 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -2949509.500000 Penalty: 4994.456055
	Iteration 17Q: 3 clusters Score -2949510 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -2949616.000000 Penalty: 4994.456055
	Iteration 18Q: 3 clusters Score -2949616 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -2949709.000000 Penalty: 4994.456055
	Iteration 19Q: 3 clusters Score -2949709 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -2949756.750000 Penalty: 4994.456055
	Iteration 20F: 3 clusters Score -2949757 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -2949809.500000 Penalty: 4994.456055
	Iteration 21Q: 3 clusters Score -2949810 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2949842.750000 Penalty: 4994.456055
	Iteration 22Q: 3 clusters Score -2949843 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -2949870.250000 Penalty: 4994.456055
	Iteration 23Q: 3 clusters Score -2949870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -2949890.000000 Penalty: 4994.456055
	Iteration 24Q: 3 clusters Score -2949890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -2949895.500000 Penalty: 4994.456055
	Iteration 25Q: 3 clusters Score -2949896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -2949902.750000 Penalty: 4994.456055
	Iteration 26Q: 3 clusters Score -2949903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -2949902.750000 Penalty: 4994.456055
	Iteration 27Q: 3 clusters Score -2949903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -2949907.500000 Penalty: 4994.456055
	Iteration 28Q: 3 clusters Score -2949908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -2949916.500000 Penalty: 4994.456055
	Iteration 29Q: 3 clusters Score -2949916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -2949916.000000 Penalty: 4994.456055
	Iteration 30Q: 3 clusters Score -2949916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -2949916.500000 Penalty: 4994.456055
	Iteration 31Q: 3 clusters Score -2949916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -2949916.500000 Penalty: 4994.456055
	Iteration 32F: 3 clusters Score -2949916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -51512.027344 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -51512.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50030.851562 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -50030.85 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50228.375000 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -50228.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50284.308594 Penalty: 3063.229980
	Iteration 2Q: 3 clusters Score -50284.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50334.628906 Penalty: 3063.229980
	Iteration 3Q: 3 clusters Score -50334.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50373.417969 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -50373.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50429.371094 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -50429.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50488.074219 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -50488.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50550.332031 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -50550.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50635.792969 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -50635.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50701.023438 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -50701.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50769.082031 Penalty: 3063.229980
	Iteration 10Q: 3 clusters Score -50769.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50832.601562 Penalty: 3063.229980
	Iteration 11Q: 3 clusters Score -50832.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50878.070312 Penalty: 3063.229980
	Iteration 12Q: 3 clusters Score -50878.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50934.140625 Penalty: 3063.229980
	Iteration 13Q: 3 clusters Score -50934.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50972.578125 Penalty: 3063.229980
	Iteration 14Q: 3 clusters Score -50972.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -51043.160156 Penalty: 3063.229980
	Iteration 15Q: 3 clusters Score -51043.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -51097.582031 Penalty: 3063.229980
	Iteration 16Q: 3 clusters Score -51097.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51127.062500 Penalty: 3063.229980
	Iteration 17Q: 3 clusters Score -51127.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -51131.621094 Penalty: 3063.229980
	Iteration 18Q: 3 clusters Score -51131.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -51132.429688 Penalty: 3063.229980
	Iteration 19Q: 3 clusters Score -51132.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -51134.066406 Penalty: 3063.229980
	Iteration 20F: 3 clusters Score -51134.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -51137.246094 Penalty: 3063.229980
	Iteration 21Q: 3 clusters Score -51137.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -51140.511719 Penalty: 3063.229980
	Iteration 22Q: 3 clusters Score -51140.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -51143.507812 Penalty: 3063.229980
	Iteration 23Q: 3 clusters Score -51143.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -51143.507812 Penalty: 3063.229980
	Iteration 24F: 3 clusters Score -51143.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -230383.625000 Penalty: 1889.448120
	Iteration 0F: 2 clusters Score -230383.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -227766.484375 Penalty: 3778.896240
	Iteration 0F: 3 clusters Score -227766.5 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -228265.687500 Penalty: 3778.896240
	Iteration 1F: 3 clusters Score -228265.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -228423.562500 Penalty: 3778.896240
	Iteration 2F: 3 clusters Score -228423.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -228585.500000 Penalty: 3778.896240
	Iteration 3F: 3 clusters Score -228585.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -228731.875000 Penalty: 3778.896240
	Iteration 4F: 3 clusters Score -228731.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -228836.515625 Penalty: 3778.896240
	Iteration 5Q: 3 clusters Score -228836.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -228911.968750 Penalty: 3778.896240
	Iteration 6Q: 3 clusters Score -228912 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -229003.296875 Penalty: 3778.896240
	Iteration 7Q: 3 clusters Score -229003.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -229123.812500 Penalty: 3778.896240
	Iteration 8Q: 3 clusters Score -229123.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -229250.890625 Penalty: 3778.896240
	Iteration 9Q: 3 clusters Score -229250.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -229348.187500 Penalty: 3778.896240
	Iteration 10Q: 3 clusters Score -229348.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -229414.421875 Penalty: 3778.896240
	Iteration 11Q: 3 clusters Score -229414.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -229456.421875 Penalty: 3778.896240
	Iteration 12Q: 3 clusters Score -229456.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -229499.812500 Penalty: 3778.896240
	Iteration 13Q: 3 clusters Score -229499.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -229516.546875 Penalty: 3778.896240
	Iteration 14Q: 3 clusters Score -229516.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -229527.000000 Penalty: 3778.896240
	Iteration 15Q: 3 clusters Score -229527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -229532.328125 Penalty: 3778.896240
	Iteration 16Q: 3 clusters Score -229532.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -229534.609375 Penalty: 3778.896240
	Iteration 17Q: 3 clusters Score -229534.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -229536.343750 Penalty: 3778.896240
	Iteration 18Q: 3 clusters Score -229536.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -229537.250000 Penalty: 3778.896240
	Iteration 19Q: 3 clusters Score -229537.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -229538.828125 Penalty: 3778.896240
	Iteration 20F: 3 clusters Score -229538.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (97163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97163 members 
Entering Unmasked Estep 
Score: -12220153.000000 Penalty: 2848.068115
	Iteration 0F: 2 clusters Score -1.222015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -12155502.000000 Penalty: 5696.136230
	Iteration 0F: 3 clusters Score -1.21555e+07 nChanged 45774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -12181014.000000 Penalty: 5696.136230
	Iteration 1F: 3 clusters Score -1.218101e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -12181796.000000 Penalty: 5696.136230
	Iteration 2Q: 3 clusters Score -1.21818e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -12182564.000000 Penalty: 5696.136230
	Iteration 3Q: 3 clusters Score -1.218256e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -12183422.000000 Penalty: 5696.136230
	Iteration 4Q: 3 clusters Score -1.218342e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -12184570.000000 Penalty: 5696.136230
	Iteration 5Q: 3 clusters Score -1.218457e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46006 members 
Mstep: Class 2 contains 51157 members 
Entering Unmasked Estep 
Score: -12186292.000000 Penalty: 5696.136230
	Iteration 6Q: 3 clusters Score -1.218629e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -12188680.000000 Penalty: 5696.136230
	Iteration 7F: 3 clusters Score -1.218868e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 56170 members 
Entering Unmasked Estep 
Score: -12191761.000000 Penalty: 5696.136230
	Iteration 8F: 3 clusters Score -1.219176e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 59944 members 
Entering Unmasked Estep 
Score: -12195350.000000 Penalty: 5696.136230
	Iteration 9F: 3 clusters Score -1.219535e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 64180 members 
Entering Unmasked Estep 
Score: -12199113.000000 Penalty: 5696.136230
	Iteration 10F: 3 clusters Score -1.219911e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -12202719.000000 Penalty: 5696.136230
	Iteration 11F: 3 clusters Score -1.220272e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 72448 members 
Entering Unmasked Estep 
Score: -12206306.000000 Penalty: 5696.136230
	Iteration 12Q: 3 clusters Score -1.220631e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 75837 members 
Entering Unmasked Estep 
Score: -12209138.000000 Penalty: 5696.136230
	Iteration 13Q: 3 clusters Score -1.220914e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 78570 members 
Entering Unmasked Estep 
Score: -12211357.000000 Penalty: 5696.136230
	Iteration 14Q: 3 clusters Score -1.221136e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 80734 members 
Entering Unmasked Estep 
Score: -12212706.000000 Penalty: 5696.136230
	Iteration 15Q: 3 clusters Score -1.221271e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 82541 members 
Entering Unmasked Estep 
Score: -12213653.000000 Penalty: 5696.136230
	Iteration 16Q: 3 clusters Score -1.221365e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 84122 members 
Entering Unmasked Estep 
Score: -12214472.000000 Penalty: 5696.136230
	Iteration 17Q: 3 clusters Score -1.221447e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 85557 members 
Entering Unmasked Estep 
Score: -12215130.000000 Penalty: 5696.136230
	Iteration 18Q: 3 clusters Score -1.221513e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 86808 members 
Entering Unmasked Estep 
Score: -12215666.000000 Penalty: 5696.136230
	Iteration 19Q: 3 clusters Score -1.221567e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 87915 members 
Entering Unmasked Estep 
Score: -12216163.000000 Penalty: 5696.136230
	Iteration 20F: 3 clusters Score -1.221616e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 88865 members 
Entering Unmasked Estep 
Score: -12216551.000000 Penalty: 5696.136230
	Iteration 21Q: 3 clusters Score -1.221655e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 89661 members 
Entering Unmasked Estep 
Score: -12216889.000000 Penalty: 5696.136230
	Iteration 22Q: 3 clusters Score -1.221689e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 90342 members 
Entering Unmasked Estep 
Score: -12217115.000000 Penalty: 5696.136230
	Iteration 23Q: 3 clusters Score -1.221712e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 90911 members 
Entering Unmasked Estep 
Score: -12217327.000000 Penalty: 5696.136230
	Iteration 24Q: 3 clusters Score -1.221733e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 91417 members 
Entering Unmasked Estep 
Score: -12217461.000000 Penalty: 5696.136230
	Iteration 25Q: 3 clusters Score -1.221746e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 91832 members 
Entering Unmasked Estep 
Score: -12217611.000000 Penalty: 5696.136230
	Iteration 26Q: 3 clusters Score -1.221761e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 92189 members 
Entering Unmasked Estep 
Score: -12217701.000000 Penalty: 5696.136230
	Iteration 27Q: 3 clusters Score -1.22177e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 92491 members 
Entering Unmasked Estep 
Score: -12217782.000000 Penalty: 5696.136230
	Iteration 28Q: 3 clusters Score -1.221778e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 92740 members 
Entering Unmasked Estep 
Score: -12217875.000000 Penalty: 5696.136230
	Iteration 29Q: 3 clusters Score -1.221788e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 92951 members 
Entering Unmasked Estep 
Score: -12217877.000000 Penalty: 5696.136230
	Iteration 30Q: 3 clusters Score -1.221788e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 93117 members 
Entering Unmasked Estep 
Score: -12217936.000000 Penalty: 5696.136230
	Iteration 31Q: 3 clusters Score -1.221794e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 93264 members 
Entering Unmasked Estep 
Score: -12217930.000000 Penalty: 5696.136230
	Iteration 32Q: 3 clusters Score -1.221793e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 93382 members 
Entering Unmasked Estep 
Score: -12217950.000000 Penalty: 5696.136230
	Iteration 33Q: 3 clusters Score -1.221795e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 93492 members 
Entering Unmasked Estep 
Score: -12217959.000000 Penalty: 5696.136230
	Iteration 34Q: 3 clusters Score -1.221796e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 93602 members 
Entering Unmasked Estep 
Score: -12217986.000000 Penalty: 5696.136230
	Iteration 35Q: 3 clusters Score -1.221799e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 93698 members 
Entering Unmasked Estep 
Score: -12218004.000000 Penalty: 5696.136230
	Iteration 36Q: 3 clusters Score -1.2218e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 93783 members 
Entering Unmasked Estep 
Score: -12218021.000000 Penalty: 5696.136230
	Iteration 37Q: 3 clusters Score -1.221802e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 93864 members 
Entering Unmasked Estep 
Score: -12218028.000000 Penalty: 5696.136230
	Iteration 38Q: 3 clusters Score -1.221803e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 93923 members 
Entering Unmasked Estep 
Score: -12218023.000000 Penalty: 5696.136230
	Iteration 39Q: 3 clusters Score -1.221802e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 93976 members 
Entering Unmasked Estep 
Score: -12218023.000000 Penalty: 5696.136230
	Iteration 40F: 3 clusters Score -1.221802e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 94027 members 
Entering Unmasked Estep 
Score: -12218050.000000 Penalty: 5696.136230
	Iteration 41Q: 3 clusters Score -1.221805e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 94082 members 
Entering Unmasked Estep 
Score: -12218052.000000 Penalty: 5696.136230
	Iteration 42Q: 3 clusters Score -1.221805e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 94135 members 
Entering Unmasked Estep 
Score: -12218087.000000 Penalty: 5696.136230
	Iteration 43Q: 3 clusters Score -1.221809e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 94179 members 
Entering Unmasked Estep 
Score: -12218104.000000 Penalty: 5696.136230
	Iteration 44Q: 3 clusters Score -1.22181e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 94223 members 
Entering Unmasked Estep 
Score: -12218096.000000 Penalty: 5696.136230
	Iteration 45Q: 3 clusters Score -1.22181e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 94270 members 
Entering Unmasked Estep 
Score: -12218119.000000 Penalty: 5696.136230
	Iteration 46Q: 3 clusters Score -1.221812e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 94312 members 
Entering Unmasked Estep 
Score: -12218116.000000 Penalty: 5696.136230
	Iteration 47Q: 3 clusters Score -1.221812e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 94346 members 
Entering Unmasked Estep 
Score: -12218122.000000 Penalty: 5696.136230
	Iteration 48Q: 3 clusters Score -1.221812e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 94380 members 
Entering Unmasked Estep 
Score: -12218139.000000 Penalty: 5696.136230
	Iteration 49Q: 3 clusters Score -1.221814e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 94407 members 
Entering Unmasked Estep 
Score: -12218148.000000 Penalty: 5696.136230
	Iteration 50Q: 3 clusters Score -1.221815e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 94426 members 
Entering Unmasked Estep 
Score: -12218144.000000 Penalty: 5696.136230
	Iteration 51Q: 3 clusters Score -1.221814e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 94444 members 
Entering Unmasked Estep 
Score: -12218146.000000 Penalty: 5696.136230
	Iteration 52Q: 3 clusters Score -1.221815e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 94457 members 
Entering Unmasked Estep 
Score: -12218147.000000 Penalty: 5696.136230
	Iteration 53Q: 3 clusters Score -1.221815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 94467 members 
Entering Unmasked Estep 
Score: -12218156.000000 Penalty: 5696.136230
	Iteration 54Q: 3 clusters Score -1.221816e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 94479 members 
Entering Unmasked Estep 
Score: -12218173.000000 Penalty: 5696.136230
	Iteration 55Q: 3 clusters Score -1.221817e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 94497 members 
Entering Unmasked Estep 
Score: -12218152.000000 Penalty: 5696.136230
	Iteration 56Q: 3 clusters Score -1.221815e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 94514 members 
Entering Unmasked Estep 
Score: -12218151.000000 Penalty: 5696.136230
	Iteration 57Q: 3 clusters Score -1.221815e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 94530 members 
Entering Unmasked Estep 
Score: -12218153.000000 Penalty: 5696.136230
	Iteration 58Q: 3 clusters Score -1.221815e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 94547 members 
Entering Unmasked Estep 
Score: -12218155.000000 Penalty: 5696.136230
	Iteration 59Q: 3 clusters Score -1.221816e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 94563 members 
Entering Unmasked Estep 
Score: -12218150.000000 Penalty: 5696.136230
	Iteration 60F: 3 clusters Score -1.221815e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 94576 members 
Entering Unmasked Estep 
Score: -12218154.000000 Penalty: 5696.136230
	Iteration 61Q: 3 clusters Score -1.221815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 94589 members 
Entering Unmasked Estep 
Score: -12218163.000000 Penalty: 5696.136230
	Iteration 62Q: 3 clusters Score -1.221816e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 94604 members 
Entering Unmasked Estep 
Score: -12218173.000000 Penalty: 5696.136230
	Iteration 63Q: 3 clusters Score -1.221817e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 94617 members 
Entering Unmasked Estep 
Score: -12218175.000000 Penalty: 5696.136230
	Iteration 64Q: 3 clusters Score -1.221818e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 94630 members 
Entering Unmasked Estep 
Score: -12218164.000000 Penalty: 5696.136230
	Iteration 65Q: 3 clusters Score -1.221816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 94639 members 
Entering Unmasked Estep 
Score: -12218185.000000 Penalty: 5696.136230
	Iteration 66Q: 3 clusters Score -1.221818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 94649 members 
Entering Unmasked Estep 
Score: -12218167.000000 Penalty: 5696.136230
	Iteration 67Q: 3 clusters Score -1.221817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 94655 members 
Entering Unmasked Estep 
Score: -12218164.000000 Penalty: 5696.136230
	Iteration 68Q: 3 clusters Score -1.221816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 94659 members 
Entering Unmasked Estep 
Score: -12218162.000000 Penalty: 5696.136230
	Iteration 69Q: 3 clusters Score -1.221816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 94660 members 
Entering Unmasked Estep 
Score: -12218159.000000 Penalty: 5696.136230
	Iteration 70Q: 3 clusters Score -1.221816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 94662 members 
Entering Unmasked Estep 
Score: -12218149.000000 Penalty: 5696.136230
	Iteration 71Q: 3 clusters Score -1.221815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 94665 members 
Entering Unmasked Estep 
Score: -12218154.000000 Penalty: 5696.136230
	Iteration 72Q: 3 clusters Score -1.221815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 94665 members 
Entering Unmasked Estep 
Score: -12218162.000000 Penalty: 5696.136230
	Iteration 73Q: 3 clusters Score -1.221816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 94665 members 
Entering Unmasked Estep 
Score: -12218162.000000 Penalty: 5696.136230
	Iteration 74F: 3 clusters Score -1.221816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -38523.105469 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -38523.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37184.359375 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -37184.36 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37383.949219 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -37383.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37473.144531 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -37473.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37519.289062 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -37519.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37549.449219 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -37549.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37579.160156 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -37579.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37602.519531 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -37602.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37619.164062 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -37619.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37633.972656 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -37633.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37663.414062 Penalty: 2950.225586
	Iteration 9Q: 3 clusters Score -37663.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37666.414062 Penalty: 2950.225586
	Iteration 10Q: 3 clusters Score -37666.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37669.757812 Penalty: 2950.225586
	Iteration 11Q: 3 clusters Score -37669.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37695.039062 Penalty: 2950.225586
	Iteration 12Q: 3 clusters Score -37695.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -37698.195312 Penalty: 2950.225586
	Iteration 13Q: 3 clusters Score -37698.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -37700.218750 Penalty: 2950.225586
	Iteration 14Q: 3 clusters Score -37700.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37703.500000 Penalty: 2950.225586
	Iteration 15Q: 3 clusters Score -37703.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37705.582031 Penalty: 2950.225586
	Iteration 16Q: 3 clusters Score -37705.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37706.355469 Penalty: 2950.225586
	Iteration 17F: 3 clusters Score -37706.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37724.648438 Penalty: 2950.225586
	Iteration 18Q: 3 clusters Score -37724.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37730.691406 Penalty: 2950.225586
	Iteration 19Q: 3 clusters Score -37730.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37730.691406 Penalty: 2950.225586
	Iteration 20F: 3 clusters Score -37730.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (52939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Entering Unmasked Estep 
Score: -6661928.500000 Penalty: 2697.470215
	Iteration 0F: 2 clusters Score -6661928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -6626445.500000 Penalty: 5394.940430
	Iteration 0F: 3 clusters Score -6626446 nChanged 24491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -6639804.000000 Penalty: 5394.940430
	Iteration 1F: 3 clusters Score -6639804 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -6640380.500000 Penalty: 5394.940430
	Iteration 2Q: 3 clusters Score -6640380 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -6641033.000000 Penalty: 5394.940430
	Iteration 3Q: 3 clusters Score -6641033 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -6641841.000000 Penalty: 5394.940430
	Iteration 4Q: 3 clusters Score -6641841 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -6642992.500000 Penalty: 5394.940430
	Iteration 5Q: 3 clusters Score -6642992 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -6644658.500000 Penalty: 5394.940430
	Iteration 6F: 3 clusters Score -6644658 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -6647031.000000 Penalty: 5394.940430
	Iteration 7F: 3 clusters Score -6647031 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -6650108.000000 Penalty: 5394.940430
	Iteration 8F: 3 clusters Score -6650108 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -6653153.500000 Penalty: 5394.940430
	Iteration 9F: 3 clusters Score -6653154 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -6655119.500000 Penalty: 5394.940430
	Iteration 10F: 3 clusters Score -6655120 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -6656204.000000 Penalty: 5394.940430
	Iteration 11Q: 3 clusters Score -6656204 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -6656763.000000 Penalty: 5394.940430
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Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 9825 members 
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Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7622 members 
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Mstep: Class 2 contains 6778 members 
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	Iteration 65Q: 3 clusters Score -6660014 nChanged 16
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	Iteration 67Q: 3 clusters Score -6660031 nChanged 6
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	Iteration 77Q: 3 clusters Score -6660036 nChanged 7
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	Iteration 105Q: 3 clusters Score -6660060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6660060.000000 Penalty: 5394.940430
	Iteration 106Q: 3 clusters Score -6660060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6660060.000000 Penalty: 5394.940430
	Iteration 107Q: 3 clusters Score -6660060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6660065.500000 Penalty: 5394.940430
	Iteration 108Q: 3 clusters Score -6660066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6660071.000000 Penalty: 5394.940430
	Iteration 109Q: 3 clusters Score -6660071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6660070.000000 Penalty: 5394.940430
	Iteration 110Q: 3 clusters Score -6660070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6660070.000000 Penalty: 5394.940430
	Iteration 111F: 3 clusters Score -6660070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Entering Unmasked Estep 
Score: -1861266.750000 Penalty: 2394.446533
	Iteration 0F: 2 clusters Score -1861267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1850092.375000 Penalty: 4788.893066
	Iteration 0F: 3 clusters Score -1850092 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1853815.000000 Penalty: 4788.893066
	Iteration 1F: 3 clusters Score -1853815 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1854515.875000 Penalty: 4788.893066
	Iteration 2F: 3 clusters Score -1854516 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1855307.750000 Penalty: 4788.893066
	Iteration 3F: 3 clusters Score -1855308 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1856203.000000 Penalty: 4788.893066
	Iteration 4F: 3 clusters Score -1856203 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1857094.750000 Penalty: 4788.893066
	Iteration 5F: 3 clusters Score -1857095 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1857893.500000 Penalty: 4788.893066
	Iteration 6F: 3 clusters Score -1857894 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1858587.875000 Penalty: 4788.893066
	Iteration 7F: 3 clusters Score -1858588 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1859110.500000 Penalty: 4788.893066
	Iteration 8Q: 3 clusters Score -1859110 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1859417.750000 Penalty: 4788.893066
	Iteration 9Q: 3 clusters Score -1859418 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1859558.750000 Penalty: 4788.893066
	Iteration 10Q: 3 clusters Score -1859559 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1859632.875000 Penalty: 4788.893066
	Iteration 11Q: 3 clusters Score -1859633 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1859679.750000 Penalty: 4788.893066
	Iteration 12Q: 3 clusters Score -1859680 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1859707.000000 Penalty: 4788.893066
	Iteration 13Q: 3 clusters Score -1859707 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1859719.750000 Penalty: 4788.893066
	Iteration 14Q: 3 clusters Score -1859720 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1859725.625000 Penalty: 4788.893066
	Iteration 15Q: 3 clusters Score -1859726 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1859736.750000 Penalty: 4788.893066
	Iteration 16Q: 3 clusters Score -1859737 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1859738.875000 Penalty: 4788.893066
	Iteration 17Q: 3 clusters Score -1859739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1859747.250000 Penalty: 4788.893066
	Iteration 18Q: 3 clusters Score -1859747 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1859750.875000 Penalty: 4788.893066
	Iteration 19Q: 3 clusters Score -1859751 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1859758.500000 Penalty: 4788.893066
	Iteration 20F: 3 clusters Score -1859758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1859761.125000 Penalty: 4788.893066
	Iteration 21Q: 3 clusters Score -1859761 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1859759.500000 Penalty: 4788.893066
	Iteration 22Q: 3 clusters Score -1859760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1859761.750000 Penalty: 4788.893066
	Iteration 23Q: 3 clusters Score -1859762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1859768.125000 Penalty: 4788.893066
	Iteration 24Q: 3 clusters Score -1859768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1859771.250000 Penalty: 4788.893066
	Iteration 25Q: 3 clusters Score -1859771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1859777.875000 Penalty: 4788.893066
	Iteration 26Q: 3 clusters Score -1859778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1859782.625000 Penalty: 4788.893066
	Iteration 27Q: 3 clusters Score -1859783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1859778.500000 Penalty: 4788.893066
	Iteration 28Q: 3 clusters Score -1859778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1859778.000000 Penalty: 4788.893066
	Iteration 29Q: 3 clusters Score -1859778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1859776.500000 Penalty: 4788.893066
	Iteration 30Q: 3 clusters Score -1859776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1859778.875000 Penalty: 4788.893066
	Iteration 31Q: 3 clusters Score -1859779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1859777.500000 Penalty: 4788.893066
	Iteration 32Q: 3 clusters Score -1859778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1859779.500000 Penalty: 4788.893066
	Iteration 33Q: 3 clusters Score -1859780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1859779.000000 Penalty: 4788.893066
	Iteration 34Q: 3 clusters Score -1859779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1859781.500000 Penalty: 4788.893066
	Iteration 35Q: 3 clusters Score -1859782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1859782.000000 Penalty: 4788.893066
	Iteration 36Q: 3 clusters Score -1859782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1859782.250000 Penalty: 4788.893066
	Iteration 37Q: 3 clusters Score -1859782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1859780.625000 Penalty: 4788.893066
	Iteration 38Q: 3 clusters Score -1859781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1859781.375000 Penalty: 4788.893066
	Iteration 39Q: 3 clusters Score -1859781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1859782.375000 Penalty: 4788.893066
	Iteration 40F: 3 clusters Score -1859782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1859782.500000 Penalty: 4788.893066
	Iteration 41Q: 3 clusters Score -1859782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1859782.500000 Penalty: 4788.893066
	Iteration 42Q: 3 clusters Score -1859782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1859783.875000 Penalty: 4788.893066
	Iteration 43Q: 3 clusters Score -1859784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1859783.875000 Penalty: 4788.893066
	Iteration 44F: 3 clusters Score -1859784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Entering Unmasked Estep 
Score: -518264.125000 Penalty: 2067.543457
	Iteration 0F: 2 clusters Score -518264.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -514281.812500 Penalty: 4135.086914
	Iteration 0F: 3 clusters Score -514281.8 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -515179.437500 Penalty: 4135.086914
	Iteration 1F: 3 clusters Score -515179.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -515405.406250 Penalty: 4135.086914
	Iteration 2F: 3 clusters Score -515405.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -515551.375000 Penalty: 4135.086914
	Iteration 3F: 3 clusters Score -515551.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -515662.375000 Penalty: 4135.086914
	Iteration 4Q: 3 clusters Score -515662.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -515738.437500 Penalty: 4135.086914
	Iteration 5Q: 3 clusters Score -515738.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -515791.156250 Penalty: 4135.086914
	Iteration 6Q: 3 clusters Score -515791.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -515834.906250 Penalty: 4135.086914
	Iteration 7Q: 3 clusters Score -515834.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -515874.687500 Penalty: 4135.086914
	Iteration 8Q: 3 clusters Score -515874.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -515911.656250 Penalty: 4135.086914
	Iteration 9Q: 3 clusters Score -515911.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -515948.437500 Penalty: 4135.086914
	Iteration 10Q: 3 clusters Score -515948.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -515987.750000 Penalty: 4135.086914
	Iteration 11Q: 3 clusters Score -515987.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -516027.500000 Penalty: 4135.086914
	Iteration 12Q: 3 clusters Score -516027.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -516078.843750 Penalty: 4135.086914
	Iteration 13Q: 3 clusters Score -516078.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -516131.906250 Penalty: 4135.086914
	Iteration 14Q: 3 clusters Score -516131.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -516176.187500 Penalty: 4135.086914
	Iteration 15Q: 3 clusters Score -516176.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -516211.437500 Penalty: 4135.086914
	Iteration 16Q: 3 clusters Score -516211.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -516247.531250 Penalty: 4135.086914
	Iteration 17Q: 3 clusters Score -516247.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -516281.968750 Penalty: 4135.086914
	Iteration 18Q: 3 clusters Score -516282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -516313.406250 Penalty: 4135.086914
	Iteration 19Q: 3 clusters Score -516313.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -516337.625000 Penalty: 4135.086914
	Iteration 20F: 3 clusters Score -516337.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -516358.406250 Penalty: 4135.086914
	Iteration 21Q: 3 clusters Score -516358.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -516379.062500 Penalty: 4135.086914
	Iteration 22Q: 3 clusters Score -516379.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -516390.218750 Penalty: 4135.086914
	Iteration 23Q: 3 clusters Score -516390.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -516401.531250 Penalty: 4135.086914
	Iteration 24Q: 3 clusters Score -516401.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -516408.593750 Penalty: 4135.086914
	Iteration 25Q: 3 clusters Score -516408.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -516413.406250 Penalty: 4135.086914
	Iteration 26Q: 3 clusters Score -516413.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -516418.812500 Penalty: 4135.086914
	Iteration 27Q: 3 clusters Score -516418.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -516423.468750 Penalty: 4135.086914
	Iteration 28Q: 3 clusters Score -516423.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -516427.625000 Penalty: 4135.086914
	Iteration 29Q: 3 clusters Score -516427.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -516432.781250 Penalty: 4135.086914
	Iteration 30Q: 3 clusters Score -516432.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -516435.562500 Penalty: 4135.086914
	Iteration 31Q: 3 clusters Score -516435.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -516437.437500 Penalty: 4135.086914
	Iteration 32Q: 3 clusters Score -516437.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -516440.062500 Penalty: 4135.086914
	Iteration 33Q: 3 clusters Score -516440.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -516439.343750 Penalty: 4135.086914
	Iteration 34Q: 3 clusters Score -516439.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -516442.062500 Penalty: 4135.086914
	Iteration 35Q: 3 clusters Score -516442.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -516443.562500 Penalty: 4135.086914
	Iteration 36Q: 3 clusters Score -516443.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -516445.875000 Penalty: 4135.086914
	Iteration 37Q: 3 clusters Score -516445.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -516447.531250 Penalty: 4135.086914
	Iteration 38Q: 3 clusters Score -516447.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -516450.625000 Penalty: 4135.086914
	Iteration 39Q: 3 clusters Score -516450.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -516453.187500 Penalty: 4135.086914
	Iteration 40F: 3 clusters Score -516453.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -516454.562500 Penalty: 4135.086914
	Iteration 41Q: 3 clusters Score -516454.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -516454.875000 Penalty: 4135.086914
	Iteration 42Q: 3 clusters Score -516454.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -516457.218750 Penalty: 4135.086914
	Iteration 43Q: 3 clusters Score -516457.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -516458.718750 Penalty: 4135.086914
	Iteration 44Q: 3 clusters Score -516458.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -516459.250000 Penalty: 4135.086914
	Iteration 45Q: 3 clusters Score -516459.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -516459.343750 Penalty: 4135.086914
	Iteration 46Q: 3 clusters Score -516459.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -516459.343750 Penalty: 4135.086914
	Iteration 47F: 3 clusters Score -516459.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82280 members 
Entering Unmasked Estep 
Score: -10370514.000000 Penalty: 2806.835205
	Iteration 0F: 2 clusters Score -1.037051e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -10315423.000000 Penalty: 5613.670410
	Iteration 0F: 3 clusters Score -1.031542e+07 nChanged 38744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -10337412.000000 Penalty: 5613.670410
	Iteration 1F: 3 clusters Score -1.033741e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -10338099.000000 Penalty: 5613.670410
	Iteration 2Q: 3 clusters Score -1.03381e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -10338921.000000 Penalty: 5613.670410
	Iteration 3Q: 3 clusters Score -1.033892e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -10340135.000000 Penalty: 5613.670410
	Iteration 4Q: 3 clusters Score -1.034014e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -10341710.000000 Penalty: 5613.670410
	Iteration 5Q: 3 clusters Score -1.034171e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -10344034.000000 Penalty: 5613.670410
	Iteration 6F: 3 clusters Score -1.034403e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -10347606.000000 Penalty: 5613.670410
	Iteration 7F: 3 clusters Score -1.034761e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 55948 members 
Entering Unmasked Estep 
Score: -10352162.000000 Penalty: 5613.670410
	Iteration 8F: 3 clusters Score -1.035216e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 59427 members 
Entering Unmasked Estep 
Score: -10356922.000000 Penalty: 5613.670410
	Iteration 9F: 3 clusters Score -1.035692e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -10360355.000000 Penalty: 5613.670410
	Iteration 10F: 3 clusters Score -1.036036e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 63847 members 
Entering Unmasked Estep 
Score: -10362068.000000 Penalty: 5613.670410
	Iteration 11Q: 3 clusters Score -1.036207e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 65240 members 
Entering Unmasked Estep 
Score: -10362965.000000 Penalty: 5613.670410
	Iteration 12Q: 3 clusters Score -1.036296e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 66490 members 
Entering Unmasked Estep 
Score: -10363699.000000 Penalty: 5613.670410
	Iteration 13Q: 3 clusters Score -1.03637e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 67692 members 
Entering Unmasked Estep 
Score: -10364255.000000 Penalty: 5613.670410
	Iteration 14Q: 3 clusters Score -1.036426e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 68842 members 
Entering Unmasked Estep 
Score: -10364812.000000 Penalty: 5613.670410
	Iteration 15Q: 3 clusters Score -1.036481e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 69892 members 
Entering Unmasked Estep 
Score: -10365231.000000 Penalty: 5613.670410
	Iteration 16Q: 3 clusters Score -1.036523e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 70852 members 
Entering Unmasked Estep 
Score: -10365689.000000 Penalty: 5613.670410
	Iteration 17Q: 3 clusters Score -1.036569e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 71784 members 
Entering Unmasked Estep 
Score: -10366154.000000 Penalty: 5613.670410
	Iteration 18Q: 3 clusters Score -1.036615e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 72633 members 
Entering Unmasked Estep 
Score: -10366491.000000 Penalty: 5613.670410
	Iteration 19Q: 3 clusters Score -1.036649e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 73433 members 
Entering Unmasked Estep 
Score: -10366833.000000 Penalty: 5613.670410
	Iteration 20F: 3 clusters Score -1.036683e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 74139 members 
Entering Unmasked Estep 
Score: -10367114.000000 Penalty: 5613.670410
	Iteration 21Q: 3 clusters Score -1.036711e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 74785 members 
Entering Unmasked Estep 
Score: -10367420.000000 Penalty: 5613.670410
	Iteration 22Q: 3 clusters Score -1.036742e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 75391 members 
Entering Unmasked Estep 
Score: -10367634.000000 Penalty: 5613.670410
	Iteration 23Q: 3 clusters Score -1.036763e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 75958 members 
Entering Unmasked Estep 
Score: -10367879.000000 Penalty: 5613.670410
	Iteration 24Q: 3 clusters Score -1.036788e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 76473 members 
Entering Unmasked Estep 
Score: -10368081.000000 Penalty: 5613.670410
	Iteration 25Q: 3 clusters Score -1.036808e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 76921 members 
Entering Unmasked Estep 
Score: -10368268.000000 Penalty: 5613.670410
	Iteration 26Q: 3 clusters Score -1.036827e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 77263 members 
Entering Unmasked Estep 
Score: -10368362.000000 Penalty: 5613.670410
	Iteration 27Q: 3 clusters Score -1.036836e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 77578 members 
Entering Unmasked Estep 
Score: -10368458.000000 Penalty: 5613.670410
	Iteration 28Q: 3 clusters Score -1.036846e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 77816 members 
Entering Unmasked Estep 
Score: -10368551.000000 Penalty: 5613.670410
	Iteration 29Q: 3 clusters Score -1.036855e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 78032 members 
Entering Unmasked Estep 
Score: -10368627.000000 Penalty: 5613.670410
	Iteration 30Q: 3 clusters Score -1.036863e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 78228 members 
Entering Unmasked Estep 
Score: -10368699.000000 Penalty: 5613.670410
	Iteration 31Q: 3 clusters Score -1.03687e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 78390 members 
Entering Unmasked Estep 
Score: -10368756.000000 Penalty: 5613.670410
	Iteration 32Q: 3 clusters Score -1.036876e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 78536 members 
Entering Unmasked Estep 
Score: -10368827.000000 Penalty: 5613.670410
	Iteration 33Q: 3 clusters Score -1.036883e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 78664 members 
Entering Unmasked Estep 
Score: -10368827.000000 Penalty: 5613.670410
	Iteration 34Q: 3 clusters Score -1.036883e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 78787 members 
Entering Unmasked Estep 
Score: -10368868.000000 Penalty: 5613.670410
	Iteration 35Q: 3 clusters Score -1.036887e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 78890 members 
Entering Unmasked Estep 
Score: -10368895.000000 Penalty: 5613.670410
	Iteration 36Q: 3 clusters Score -1.03689e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 78970 members 
Entering Unmasked Estep 
Score: -10368910.000000 Penalty: 5613.670410
	Iteration 37Q: 3 clusters Score -1.036891e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 79047 members 
Entering Unmasked Estep 
Score: -10368937.000000 Penalty: 5613.670410
	Iteration 38Q: 3 clusters Score -1.036894e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 79114 members 
Entering Unmasked Estep 
Score: -10368931.000000 Penalty: 5613.670410
	Iteration 39Q: 3 clusters Score -1.036893e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -10368946.000000 Penalty: 5613.670410
	Iteration 40F: 3 clusters Score -1.036895e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 79243 members 
Entering Unmasked Estep 
Score: -10368973.000000 Penalty: 5613.670410
	Iteration 41Q: 3 clusters Score -1.036897e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 79289 members 
Entering Unmasked Estep 
Score: -10368978.000000 Penalty: 5613.670410
	Iteration 42Q: 3 clusters Score -1.036898e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 79318 members 
Entering Unmasked Estep 
Score: -10368976.000000 Penalty: 5613.670410
	Iteration 43Q: 3 clusters Score -1.036898e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 79345 members 
Entering Unmasked Estep 
Score: -10368972.000000 Penalty: 5613.670410
	Iteration 44Q: 3 clusters Score -1.036897e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 79369 members 
Entering Unmasked Estep 
Score: -10368974.000000 Penalty: 5613.670410
	Iteration 45Q: 3 clusters Score -1.036897e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 79394 members 
Entering Unmasked Estep 
Score: -10368984.000000 Penalty: 5613.670410
	Iteration 46Q: 3 clusters Score -1.036898e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 79415 members 
Entering Unmasked Estep 
Score: -10368986.000000 Penalty: 5613.670410
	Iteration 47Q: 3 clusters Score -1.036899e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 79431 members 
Entering Unmasked Estep 
Score: -10369010.000000 Penalty: 5613.670410
	Iteration 48Q: 3 clusters Score -1.036901e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 79444 members 
Entering Unmasked Estep 
Score: -10369023.000000 Penalty: 5613.670410
	Iteration 49Q: 3 clusters Score -1.036902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 79458 members 
Entering Unmasked Estep 
Score: -10369017.000000 Penalty: 5613.670410
	Iteration 50Q: 3 clusters Score -1.036902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 79467 members 
Entering Unmasked Estep 
Score: -10369029.000000 Penalty: 5613.670410
	Iteration 51Q: 3 clusters Score -1.036903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 79477 members 
Entering Unmasked Estep 
Score: -10369026.000000 Penalty: 5613.670410
	Iteration 52Q: 3 clusters Score -1.036903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 79482 members 
Entering Unmasked Estep 
Score: -10369012.000000 Penalty: 5613.670410
	Iteration 53Q: 3 clusters Score -1.036901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 79488 members 
Entering Unmasked Estep 
Score: -10369010.000000 Penalty: 5613.670410
	Iteration 54Q: 3 clusters Score -1.036901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 79492 members 
Entering Unmasked Estep 
Score: -10369017.000000 Penalty: 5613.670410
	Iteration 55Q: 3 clusters Score -1.036902e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 79499 members 
Entering Unmasked Estep 
Score: -10369007.000000 Penalty: 5613.670410
	Iteration 56Q: 3 clusters Score -1.036901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 79505 members 
Entering Unmasked Estep 
Score: -10369008.000000 Penalty: 5613.670410
	Iteration 57Q: 3 clusters Score -1.036901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 79510 members 
Entering Unmasked Estep 
Score: -10369004.000000 Penalty: 5613.670410
	Iteration 58Q: 3 clusters Score -1.0369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 79516 members 
Entering Unmasked Estep 
Score: -10369003.000000 Penalty: 5613.670410
	Iteration 59Q: 3 clusters Score -1.0369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 79522 members 
Entering Unmasked Estep 
Score: -10369014.000000 Penalty: 5613.670410
	Iteration 60F: 3 clusters Score -1.036901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 79530 members 
Entering Unmasked Estep 
Score: -10369010.000000 Penalty: 5613.670410
	Iteration 61Q: 3 clusters Score -1.036901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 79540 members 
Entering Unmasked Estep 
Score: -10369013.000000 Penalty: 5613.670410
	Iteration 62Q: 3 clusters Score -1.036901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 79542 members 
Entering Unmasked Estep 
Score: -10369015.000000 Penalty: 5613.670410
	Iteration 63Q: 3 clusters Score -1.036902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 79544 members 
Entering Unmasked Estep 
Score: -10369015.000000 Penalty: 5613.670410
	Iteration 64Q: 3 clusters Score -1.036902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 79547 members 
Entering Unmasked Estep 
Score: -10369018.000000 Penalty: 5613.670410
	Iteration 65Q: 3 clusters Score -1.036902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 79550 members 
Entering Unmasked Estep 
Score: -10369020.000000 Penalty: 5613.670410
	Iteration 66Q: 3 clusters Score -1.036902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 79551 members 
Entering Unmasked Estep 
Score: -10369018.000000 Penalty: 5613.670410
	Iteration 67Q: 3 clusters Score -1.036902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 79552 members 
Entering Unmasked Estep 
Score: -10369023.000000 Penalty: 5613.670410
	Iteration 68Q: 3 clusters Score -1.036902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 79555 members 
Entering Unmasked Estep 
Score: -10369025.000000 Penalty: 5613.670410
	Iteration 69Q: 3 clusters Score -1.036902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -10369037.000000 Penalty: 5613.670410
	Iteration 70Q: 3 clusters Score -1.036904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -10369035.000000 Penalty: 5613.670410
	Iteration 71Q: 3 clusters Score -1.036904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 79562 members 
Entering Unmasked Estep 
Score: -10369035.000000 Penalty: 5613.670410
	Iteration 72Q: 3 clusters Score -1.036904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 79565 members 
Entering Unmasked Estep 
Score: -10369035.000000 Penalty: 5613.670410
	Iteration 73Q: 3 clusters Score -1.036904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 79569 members 
Entering Unmasked Estep 
Score: -10369027.000000 Penalty: 5613.670410
	Iteration 74Q: 3 clusters Score -1.036903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 79570 members 
Entering Unmasked Estep 
Score: -10369028.000000 Penalty: 5613.670410
	Iteration 75Q: 3 clusters Score -1.036903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 79570 members 
Entering Unmasked Estep 
Score: -10369028.000000 Penalty: 5613.670410
	Iteration 76F: 3 clusters Score -1.036903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Entering Unmasked Estep 
Score: -1876120.125000 Penalty: 2391.117676
	Iteration 0F: 2 clusters Score -1876120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1865081.500000 Penalty: 4782.235352
	Iteration 0F: 3 clusters Score -1865082 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1868539.375000 Penalty: 4782.235352
	Iteration 1F: 3 clusters Score -1868539 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1868916.125000 Penalty: 4782.235352
	Iteration 2F: 3 clusters Score -1868916 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1869204.250000 Penalty: 4782.235352
	Iteration 3Q: 3 clusters Score -1869204 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1869470.125000 Penalty: 4782.235352
	Iteration 4Q: 3 clusters Score -1869470 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1869705.000000 Penalty: 4782.235352
	Iteration 5Q: 3 clusters Score -1869705 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1869926.125000 Penalty: 4782.235352
	Iteration 6Q: 3 clusters Score -1869926 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1870123.500000 Penalty: 4782.235352
	Iteration 7Q: 3 clusters Score -1870124 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1870337.000000 Penalty: 4782.235352
	Iteration 8Q: 3 clusters Score -1870337 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1870572.500000 Penalty: 4782.235352
	Iteration 9Q: 3 clusters Score -1870572 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1870874.250000 Penalty: 4782.235352
	Iteration 10Q: 3 clusters Score -1870874 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1871185.625000 Penalty: 4782.235352
	Iteration 11Q: 3 clusters Score -1871186 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1871514.375000 Penalty: 4782.235352
	Iteration 12Q: 3 clusters Score -1871514 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1871801.000000 Penalty: 4782.235352
	Iteration 13Q: 3 clusters Score -1871801 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1872055.250000 Penalty: 4782.235352
	Iteration 14Q: 3 clusters Score -1872055 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1872286.250000 Penalty: 4782.235352
	Iteration 15Q: 3 clusters Score -1872286 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1872492.375000 Penalty: 4782.235352
	Iteration 16Q: 3 clusters Score -1872492 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1872695.250000 Penalty: 4782.235352
	Iteration 17Q: 3 clusters Score -1872695 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1872888.250000 Penalty: 4782.235352
	Iteration 18Q: 3 clusters Score -1872888 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1873031.375000 Penalty: 4782.235352
	Iteration 19Q: 3 clusters Score -1873031 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1873172.500000 Penalty: 4782.235352
	Iteration 20F: 3 clusters Score -1873172 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1873305.125000 Penalty: 4782.235352
	Iteration 21Q: 3 clusters Score -1873305 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1873411.625000 Penalty: 4782.235352
	Iteration 22Q: 3 clusters Score -1873412 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1873514.375000 Penalty: 4782.235352
	Iteration 23Q: 3 clusters Score -1873514 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1873608.500000 Penalty: 4782.235352
	Iteration 24Q: 3 clusters Score -1873608 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1873681.750000 Penalty: 4782.235352
	Iteration 25Q: 3 clusters Score -1873682 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1873736.625000 Penalty: 4782.235352
	Iteration 26Q: 3 clusters Score -1873737 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1873784.875000 Penalty: 4782.235352
	Iteration 27Q: 3 clusters Score -1873785 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1873825.625000 Penalty: 4782.235352
	Iteration 28Q: 3 clusters Score -1873826 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1873859.500000 Penalty: 4782.235352
	Iteration 29Q: 3 clusters Score -1873860 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1873897.750000 Penalty: 4782.235352
	Iteration 30Q: 3 clusters Score -1873898 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1873928.625000 Penalty: 4782.235352
	Iteration 31Q: 3 clusters Score -1873929 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1873953.000000 Penalty: 4782.235352
	Iteration 32Q: 3 clusters Score -1873953 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1873975.000000 Penalty: 4782.235352
	Iteration 33Q: 3 clusters Score -1873975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1873989.000000 Penalty: 4782.235352
	Iteration 34Q: 3 clusters Score -1873989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1874001.250000 Penalty: 4782.235352
	Iteration 35Q: 3 clusters Score -1874001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1874008.000000 Penalty: 4782.235352
	Iteration 36Q: 3 clusters Score -1874008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1874022.000000 Penalty: 4782.235352
	Iteration 37Q: 3 clusters Score -1874022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1874027.000000 Penalty: 4782.235352
	Iteration 38Q: 3 clusters Score -1874027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1874038.375000 Penalty: 4782.235352
	Iteration 39Q: 3 clusters Score -1874038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1874046.750000 Penalty: 4782.235352
	Iteration 40F: 3 clusters Score -1874047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1874051.000000 Penalty: 4782.235352
	Iteration 41Q: 3 clusters Score -1874051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1874058.250000 Penalty: 4782.235352
	Iteration 42Q: 3 clusters Score -1874058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1874061.000000 Penalty: 4782.235352
	Iteration 43Q: 3 clusters Score -1874061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1874069.000000 Penalty: 4782.235352
	Iteration 44Q: 3 clusters Score -1874069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1874071.250000 Penalty: 4782.235352
	Iteration 45Q: 3 clusters Score -1874071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1874075.000000 Penalty: 4782.235352
	Iteration 46Q: 3 clusters Score -1874075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1874079.125000 Penalty: 4782.235352
	Iteration 47Q: 3 clusters Score -1874079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1874084.750000 Penalty: 4782.235352
	Iteration 48Q: 3 clusters Score -1874085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1874087.125000 Penalty: 4782.235352
	Iteration 49Q: 3 clusters Score -1874087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1874085.500000 Penalty: 4782.235352
	Iteration 50Q: 3 clusters Score -1874086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1874090.125000 Penalty: 4782.235352
	Iteration 51Q: 3 clusters Score -1874090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1874091.125000 Penalty: 4782.235352
	Iteration 52Q: 3 clusters Score -1874091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1874090.250000 Penalty: 4782.235352
	Iteration 53Q: 3 clusters Score -1874090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1874088.875000 Penalty: 4782.235352
	Iteration 54Q: 3 clusters Score -1874089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1874093.625000 Penalty: 4782.235352
	Iteration 55Q: 3 clusters Score -1874094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1874097.250000 Penalty: 4782.235352
	Iteration 56Q: 3 clusters Score -1874097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1874099.375000 Penalty: 4782.235352
	Iteration 57Q: 3 clusters Score -1874099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1874099.500000 Penalty: 4782.235352
	Iteration 58Q: 3 clusters Score -1874100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1874098.375000 Penalty: 4782.235352
	Iteration 59Q: 3 clusters Score -1874098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1874098.375000 Penalty: 4782.235352
	Iteration 60F: 3 clusters Score -1874098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -49009.296875 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -49009.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47552.750000 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -47552.75 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47718.628906 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -47718.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47765.605469 Penalty: 3006.482422
	Iteration 2Q: 3 clusters Score -47765.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47784.132812 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -47784.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47797.042969 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -47797.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -47805.664062 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -47805.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47807.132812 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -47807.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47807.132812 Penalty: 3006.482422
	Iteration 7F: 3 clusters Score -47807.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Entering Unmasked Estep 
Score: -2833764.250000 Penalty: 2516.665283
	Iteration 0F: 2 clusters Score -2833764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2816267.750000 Penalty: 5033.330566
	Iteration 0F: 3 clusters Score -2816268 nChanged 11354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2822509.500000 Penalty: 5033.330566
	Iteration 1F: 3 clusters Score -2822510 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2823220.000000 Penalty: 5033.330566
	Iteration 2F: 3 clusters Score -2823220 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2824098.500000 Penalty: 5033.330566
	Iteration 3F: 3 clusters Score -2824098 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2825124.000000 Penalty: 5033.330566
	Iteration 4F: 3 clusters Score -2825124 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2826281.500000 Penalty: 5033.330566
	Iteration 5F: 3 clusters Score -2826282 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2827437.500000 Penalty: 5033.330566
	Iteration 6F: 3 clusters Score -2827438 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2828521.750000 Penalty: 5033.330566
	Iteration 7F: 3 clusters Score -2828522 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2829337.500000 Penalty: 5033.330566
	Iteration 8F: 3 clusters Score -2829338 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2829947.500000 Penalty: 5033.330566
	Iteration 9Q: 3 clusters Score -2829948 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2830416.250000 Penalty: 5033.330566
	Iteration 10Q: 3 clusters Score -2830416 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2830780.750000 Penalty: 5033.330566
	Iteration 11Q: 3 clusters Score -2830781 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2831047.500000 Penalty: 5033.330566
	Iteration 12Q: 3 clusters Score -2831048 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2831272.750000 Penalty: 5033.330566
	Iteration 13Q: 3 clusters Score -2831273 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2831461.250000 Penalty: 5033.330566
	Iteration 14Q: 3 clusters Score -2831461 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2831600.500000 Penalty: 5033.330566
	Iteration 15Q: 3 clusters Score -2831600 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2831758.250000 Penalty: 5033.330566
	Iteration 16Q: 3 clusters Score -2831758 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -2831895.500000 Penalty: 5033.330566
	Iteration 17Q: 3 clusters Score -2831896 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2832026.000000 Penalty: 5033.330566
	Iteration 18Q: 3 clusters Score -2832026 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2832108.750000 Penalty: 5033.330566
	Iteration 19Q: 3 clusters Score -2832109 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -2832165.500000 Penalty: 5033.330566
	Iteration 20F: 3 clusters Score -2832166 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -2832219.000000 Penalty: 5033.330566
	Iteration 21Q: 3 clusters Score -2832219 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -2832282.000000 Penalty: 5033.330566
	Iteration 22Q: 3 clusters Score -2832282 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -2832301.500000 Penalty: 5033.330566
	Iteration 23Q: 3 clusters Score -2832302 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -2832342.000000 Penalty: 5033.330566
	Iteration 24Q: 3 clusters Score -2832342 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -2832366.500000 Penalty: 5033.330566
	Iteration 25Q: 3 clusters Score -2832366 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -2832382.500000 Penalty: 5033.330566
	Iteration 26Q: 3 clusters Score -2832382 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -2832399.500000 Penalty: 5033.330566
	Iteration 27Q: 3 clusters Score -2832400 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -2832414.750000 Penalty: 5033.330566
	Iteration 28Q: 3 clusters Score -2832415 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -2832432.500000 Penalty: 5033.330566
	Iteration 29Q: 3 clusters Score -2832432 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -2832458.000000 Penalty: 5033.330566
	Iteration 30Q: 3 clusters Score -2832458 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -2832467.500000 Penalty: 5033.330566
	Iteration 31Q: 3 clusters Score -2832468 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -2832485.500000 Penalty: 5033.330566
	Iteration 32Q: 3 clusters Score -2832486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -2832502.750000 Penalty: 5033.330566
	Iteration 33Q: 3 clusters Score -2832503 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -2832501.250000 Penalty: 5033.330566
	Iteration 34Q: 3 clusters Score -2832501 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -2832509.500000 Penalty: 5033.330566
	Iteration 35Q: 3 clusters Score -2832510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -2832520.250000 Penalty: 5033.330566
	Iteration 36Q: 3 clusters Score -2832520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -2832522.500000 Penalty: 5033.330566
	Iteration 37Q: 3 clusters Score -2832522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -2832534.500000 Penalty: 5033.330566
	Iteration 38Q: 3 clusters Score -2832534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -2832533.750000 Penalty: 5033.330566
	Iteration 39Q: 3 clusters Score -2832534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -2832542.750000 Penalty: 5033.330566
	Iteration 40F: 3 clusters Score -2832543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -2832547.000000 Penalty: 5033.330566
	Iteration 41Q: 3 clusters Score -2832547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -2832551.750000 Penalty: 5033.330566
	Iteration 42Q: 3 clusters Score -2832552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -2832549.000000 Penalty: 5033.330566
	Iteration 43Q: 3 clusters Score -2832549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -2832550.750000 Penalty: 5033.330566
	Iteration 44Q: 3 clusters Score -2832551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -2832559.000000 Penalty: 5033.330566
	Iteration 45Q: 3 clusters Score -2832559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -2832561.500000 Penalty: 5033.330566
	Iteration 46Q: 3 clusters Score -2832562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -2832558.250000 Penalty: 5033.330566
	Iteration 47Q: 3 clusters Score -2832558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -2832559.250000 Penalty: 5033.330566
	Iteration 48Q: 3 clusters Score -2832559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -2832563.250000 Penalty: 5033.330566
	Iteration 49Q: 3 clusters Score -2832563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -2832559.000000 Penalty: 5033.330566
	Iteration 50Q: 3 clusters Score -2832559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -2832566.250000 Penalty: 5033.330566
	Iteration 51Q: 3 clusters Score -2832566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -2832559.000000 Penalty: 5033.330566
	Iteration 52Q: 3 clusters Score -2832559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -2832560.500000 Penalty: 5033.330566
	Iteration 53Q: 3 clusters Score -2832560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -2832560.000000 Penalty: 5033.330566
	Iteration 54Q: 3 clusters Score -2832560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -2832559.250000 Penalty: 5033.330566
	Iteration 55Q: 3 clusters Score -2832559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -2832563.750000 Penalty: 5033.330566
	Iteration 56Q: 3 clusters Score -2832564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -2832565.000000 Penalty: 5033.330566
	Iteration 57Q: 3 clusters Score -2832565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -2832564.500000 Penalty: 5033.330566
	Iteration 58Q: 3 clusters Score -2832564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -2832564.250000 Penalty: 5033.330566
	Iteration 59Q: 3 clusters Score -2832564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -2832564.750000 Penalty: 5033.330566
	Iteration 60F: 3 clusters Score -2832565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -2832567.000000 Penalty: 5033.330566
	Iteration 61Q: 3 clusters Score -2832567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -2832566.250000 Penalty: 5033.330566
	Iteration 62Q: 3 clusters Score -2832566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -2832562.750000 Penalty: 5033.330566
	Iteration 63Q: 3 clusters Score -2832563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -2832565.000000 Penalty: 5033.330566
	Iteration 64Q: 3 clusters Score -2832565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -2832569.250000 Penalty: 5033.330566
	Iteration 65Q: 3 clusters Score -2832569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -2832571.750000 Penalty: 5033.330566
	Iteration 66Q: 3 clusters Score -2832572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -2832569.500000 Penalty: 5033.330566
	Iteration 67Q: 3 clusters Score -2832570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -2832574.000000 Penalty: 5033.330566
	Iteration 68Q: 3 clusters Score -2832574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -2832580.750000 Penalty: 5033.330566
	Iteration 69Q: 3 clusters Score -2832581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -2832573.750000 Penalty: 5033.330566
	Iteration 70Q: 3 clusters Score -2832574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -2832578.500000 Penalty: 5033.330566
	Iteration 71Q: 3 clusters Score -2832578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -2832572.750000 Penalty: 5033.330566
	Iteration 72Q: 3 clusters Score -2832573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -2832573.000000 Penalty: 5033.330566
	Iteration 73Q: 3 clusters Score -2832573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -2832576.000000 Penalty: 5033.330566
	Iteration 74Q: 3 clusters Score -2832576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -2832573.750000 Penalty: 5033.330566
	Iteration 75Q: 3 clusters Score -2832574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -2832569.250000 Penalty: 5033.330566
	Iteration 76Q: 3 clusters Score -2832569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -2832577.500000 Penalty: 5033.330566
	Iteration 77Q: 3 clusters Score -2832578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -2832580.500000 Penalty: 5033.330566
	Iteration 78Q: 3 clusters Score -2832580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -2832580.500000 Penalty: 5033.330566
	Iteration 79Q: 3 clusters Score -2832580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -2832583.500000 Penalty: 5033.330566
	Iteration 80F: 3 clusters Score -2832584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -2832580.750000 Penalty: 5033.330566
	Iteration 81Q: 3 clusters Score -2832581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -2832584.250000 Penalty: 5033.330566
	Iteration 82Q: 3 clusters Score -2832584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -2832589.000000 Penalty: 5033.330566
	Iteration 83Q: 3 clusters Score -2832589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -2832586.500000 Penalty: 5033.330566
	Iteration 84Q: 3 clusters Score -2832586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -2832587.750000 Penalty: 5033.330566
	Iteration 85Q: 3 clusters Score -2832588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -2832586.000000 Penalty: 5033.330566
	Iteration 86Q: 3 clusters Score -2832586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -2832588.000000 Penalty: 5033.330566
	Iteration 87Q: 3 clusters Score -2832588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -2832586.000000 Penalty: 5033.330566
	Iteration 88Q: 3 clusters Score -2832586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -2832586.000000 Penalty: 5033.330566
	Iteration 89F: 3 clusters Score -2832586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Entering Unmasked Estep 
Score: -2140165.000000 Penalty: 2416.808350
	Iteration 0F: 2 clusters Score -2140165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2127999.250000 Penalty: 4833.616699
	Iteration 0F: 3 clusters Score -2127999 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2132055.750000 Penalty: 4833.616699
	Iteration 1F: 3 clusters Score -2132056 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2132585.000000 Penalty: 4833.616699
	Iteration 2F: 3 clusters Score -2132585 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2133023.500000 Penalty: 4833.616699
	Iteration 3F: 3 clusters Score -2133024 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2133468.750000 Penalty: 4833.616699
	Iteration 4Q: 3 clusters Score -2133469 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2133951.750000 Penalty: 4833.616699
	Iteration 5Q: 3 clusters Score -2133952 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2134446.750000 Penalty: 4833.616699
	Iteration 6Q: 3 clusters Score -2134447 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2134953.750000 Penalty: 4833.616699
	Iteration 7Q: 3 clusters Score -2134954 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2135518.250000 Penalty: 4833.616699
	Iteration 8Q: 3 clusters Score -2135518 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2136023.250000 Penalty: 4833.616699
	Iteration 9Q: 3 clusters Score -2136023 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2136445.750000 Penalty: 4833.616699
	Iteration 10Q: 3 clusters Score -2136446 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2136796.250000 Penalty: 4833.616699
	Iteration 11Q: 3 clusters Score -2136796 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2137049.750000 Penalty: 4833.616699
	Iteration 12Q: 3 clusters Score -2137050 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2137211.750000 Penalty: 4833.616699
	Iteration 13Q: 3 clusters Score -2137212 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2137350.500000 Penalty: 4833.616699
	Iteration 14Q: 3 clusters Score -2137350 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2137473.000000 Penalty: 4833.616699
	Iteration 15Q: 3 clusters Score -2137473 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2137594.250000 Penalty: 4833.616699
	Iteration 16Q: 3 clusters Score -2137594 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2137692.750000 Penalty: 4833.616699
	Iteration 17Q: 3 clusters Score -2137693 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2137786.250000 Penalty: 4833.616699
	Iteration 18Q: 3 clusters Score -2137786 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2137857.750000 Penalty: 4833.616699
	Iteration 19Q: 3 clusters Score -2137858 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2137914.500000 Penalty: 4833.616699
	Iteration 20F: 3 clusters Score -2137914 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2137985.000000 Penalty: 4833.616699
	Iteration 21Q: 3 clusters Score -2137985 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2138032.500000 Penalty: 4833.616699
	Iteration 22Q: 3 clusters Score -2138032 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2138080.250000 Penalty: 4833.616699
	Iteration 23Q: 3 clusters Score -2138080 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2138107.500000 Penalty: 4833.616699
	Iteration 24Q: 3 clusters Score -2138108 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2138130.500000 Penalty: 4833.616699
	Iteration 25Q: 3 clusters Score -2138130 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2138158.250000 Penalty: 4833.616699
	Iteration 26Q: 3 clusters Score -2138158 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2138173.250000 Penalty: 4833.616699
	Iteration 27Q: 3 clusters Score -2138173 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2138191.000000 Penalty: 4833.616699
	Iteration 28Q: 3 clusters Score -2138191 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2138206.000000 Penalty: 4833.616699
	Iteration 29Q: 3 clusters Score -2138206 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2138218.000000 Penalty: 4833.616699
	Iteration 30Q: 3 clusters Score -2138218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2138222.750000 Penalty: 4833.616699
	Iteration 31Q: 3 clusters Score -2138223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2138240.500000 Penalty: 4833.616699
	Iteration 32Q: 3 clusters Score -2138240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2138245.000000 Penalty: 4833.616699
	Iteration 33Q: 3 clusters Score -2138245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2138252.750000 Penalty: 4833.616699
	Iteration 34Q: 3 clusters Score -2138253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2138258.000000 Penalty: 4833.616699
	Iteration 35Q: 3 clusters Score -2138258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2138257.250000 Penalty: 4833.616699
	Iteration 36Q: 3 clusters Score -2138257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2138259.750000 Penalty: 4833.616699
	Iteration 37Q: 3 clusters Score -2138260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2138264.750000 Penalty: 4833.616699
	Iteration 38Q: 3 clusters Score -2138265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2138269.000000 Penalty: 4833.616699
	Iteration 39Q: 3 clusters Score -2138269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2138272.750000 Penalty: 4833.616699
	Iteration 40F: 3 clusters Score -2138273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2138273.750000 Penalty: 4833.616699
	Iteration 41Q: 3 clusters Score -2138274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2138275.750000 Penalty: 4833.616699
	Iteration 42Q: 3 clusters Score -2138276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2138273.750000 Penalty: 4833.616699
	Iteration 43Q: 3 clusters Score -2138274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2138275.250000 Penalty: 4833.616699
	Iteration 44Q: 3 clusters Score -2138275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2138275.250000 Penalty: 4833.616699
	Iteration 45F: 3 clusters Score -2138275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (292362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292362 members 
Entering Unmasked Estep 
Score: -36263880.000000 Penalty: 3121.265381
	Iteration 0F: 2 clusters Score -3.626388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146588 members 
Mstep: Class 2 contains 145774 members 
Entering Unmasked Estep 
Score: -36077332.000000 Penalty: 6242.530762
	Iteration 0F: 3 clusters Score -3.607733e+07 nChanged 141574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156606 members 
Mstep: Class 2 contains 135756 members 
Entering Unmasked Estep 
Score: -36163136.000000 Penalty: 6242.530762
	Iteration 1F: 3 clusters Score -3.616314e+07 nChanged 11467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163627 members 
Mstep: Class 2 contains 128735 members 
Entering Unmasked Estep 
Score: -36167348.000000 Penalty: 6242.530762
	Iteration 2Q: 3 clusters Score -3.616735e+07 nChanged 15683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174318 members 
Mstep: Class 2 contains 118044 members 
Entering Unmasked Estep 
Score: -36175368.000000 Penalty: 6242.530762
	Iteration 3F: 3 clusters Score -3.617537e+07 nChanged 20844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189232 members 
Mstep: Class 2 contains 103130 members 
Entering Unmasked Estep 
Score: -36188616.000000 Penalty: 6242.530762
	Iteration 4F: 3 clusters Score -3.618862e+07 nChanged 24362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207416 members 
Mstep: Class 2 contains 84946 members 
Entering Unmasked Estep 
Score: -36207028.000000 Penalty: 6242.530762
	Iteration 5F: 3 clusters Score -3.620703e+07 nChanged 23196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224570 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -36227476.000000 Penalty: 6242.530762
	Iteration 6F: 3 clusters Score -3.622748e+07 nChanged 17853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236189 members 
Mstep: Class 2 contains 56173 members 
Entering Unmasked Estep 
Score: -36244732.000000 Penalty: 6242.530762
	Iteration 7F: 3 clusters Score -3.624473e+07 nChanged 11794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241695 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -36253736.000000 Penalty: 6242.530762
	Iteration 8Q: 3 clusters Score -3.625374e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245217 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -36257052.000000 Penalty: 6242.530762
	Iteration 9Q: 3 clusters Score -3.625705e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248623 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -36258424.000000 Penalty: 6242.530762
	Iteration 10Q: 3 clusters Score -3.625842e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252079 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -36259516.000000 Penalty: 6242.530762
	Iteration 11Q: 3 clusters Score -3.625952e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255530 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -36260460.000000 Penalty: 6242.530762
	Iteration 12Q: 3 clusters Score -3.626046e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259000 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -36260924.000000 Penalty: 6242.530762
	Iteration 13Q: 3 clusters Score -3.626092e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262347 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -36261480.000000 Penalty: 6242.530762
	Iteration 14Q: 3 clusters Score -3.626148e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265552 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -36261880.000000 Penalty: 6242.530762
	Iteration 15Q: 3 clusters Score -3.626188e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268549 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -36262016.000000 Penalty: 6242.530762
	Iteration 16Q: 3 clusters Score -3.626202e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271286 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -36262344.000000 Penalty: 6242.530762
	Iteration 17Q: 3 clusters Score -3.626234e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273814 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -36262668.000000 Penalty: 6242.530762
	Iteration 18Q: 3 clusters Score -3.626267e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276180 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -36262828.000000 Penalty: 6242.530762
	Iteration 19Q: 3 clusters Score -3.626283e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278236 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -36263064.000000 Penalty: 6242.530762
	Iteration 20F: 3 clusters Score -3.626306e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279986 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -36263144.000000 Penalty: 6242.530762
	Iteration 21Q: 3 clusters Score -3.626314e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281460 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -36263136.000000 Penalty: 6242.530762
	Iteration 22Q: 3 clusters Score -3.626314e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282715 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -36263040.000000 Penalty: 6242.530762
	Iteration 23Q: 3 clusters Score -3.626304e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283816 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -36263096.000000 Penalty: 6242.530762
	Iteration 24Q: 3 clusters Score -3.62631e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284717 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -36263056.000000 Penalty: 6242.530762
	Iteration 25Q: 3 clusters Score -3.626306e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285451 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -36263056.000000 Penalty: 6242.530762
	Iteration 26Q: 3 clusters Score -3.626306e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286088 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -36262988.000000 Penalty: 6242.530762
	Iteration 27Q: 3 clusters Score -3.626299e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286647 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -36262976.000000 Penalty: 6242.530762
	Iteration 28Q: 3 clusters Score -3.626298e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287145 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -36262904.000000 Penalty: 6242.530762
	Iteration 29Q: 3 clusters Score -3.62629e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287579 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -36262772.000000 Penalty: 6242.530762
	Iteration 30Q: 3 clusters Score -3.626277e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287961 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -36262820.000000 Penalty: 6242.530762
	Iteration 31Q: 3 clusters Score -3.626282e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288272 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -36262680.000000 Penalty: 6242.530762
	Iteration 32Q: 3 clusters Score -3.626268e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288533 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -36262708.000000 Penalty: 6242.530762
	Iteration 33Q: 3 clusters Score -3.626271e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288747 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -36262640.000000 Penalty: 6242.530762
	Iteration 34Q: 3 clusters Score -3.626264e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288937 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -36262648.000000 Penalty: 6242.530762
	Iteration 35Q: 3 clusters Score -3.626265e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289111 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -36262712.000000 Penalty: 6242.530762
	Iteration 36Q: 3 clusters Score -3.626271e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289267 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -36262620.000000 Penalty: 6242.530762
	Iteration 37Q: 3 clusters Score -3.626262e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289390 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -36262668.000000 Penalty: 6242.530762
	Iteration 38Q: 3 clusters Score -3.626267e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289488 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -36262668.000000 Penalty: 6242.530762
	Iteration 39Q: 3 clusters Score -3.626267e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289568 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -36262648.000000 Penalty: 6242.530762
	Iteration 40F: 3 clusters Score -3.626265e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289640 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -36262648.000000 Penalty: 6242.530762
	Iteration 41Q: 3 clusters Score -3.626265e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289707 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -36262688.000000 Penalty: 6242.530762
	Iteration 42Q: 3 clusters Score -3.626269e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289770 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -36262664.000000 Penalty: 6242.530762
	Iteration 43Q: 3 clusters Score -3.626266e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289822 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -36262616.000000 Penalty: 6242.530762
	Iteration 44Q: 3 clusters Score -3.626262e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289870 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -36262620.000000 Penalty: 6242.530762
	Iteration 45Q: 3 clusters Score -3.626262e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289922 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -36262668.000000 Penalty: 6242.530762
	Iteration 46Q: 3 clusters Score -3.626267e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289974 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -36262636.000000 Penalty: 6242.530762
	Iteration 47Q: 3 clusters Score -3.626264e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290016 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -36262592.000000 Penalty: 6242.530762
	Iteration 48Q: 3 clusters Score -3.626259e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290045 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -36262560.000000 Penalty: 6242.530762
	Iteration 49Q: 3 clusters Score -3.626256e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290072 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -36262572.000000 Penalty: 6242.530762
	Iteration 50Q: 3 clusters Score -3.626257e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290098 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -36262552.000000 Penalty: 6242.530762
	Iteration 51Q: 3 clusters Score -3.626255e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290118 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -36262536.000000 Penalty: 6242.530762
	Iteration 52Q: 3 clusters Score -3.626254e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290143 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -36262564.000000 Penalty: 6242.530762
	Iteration 53Q: 3 clusters Score -3.626256e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290158 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -36262540.000000 Penalty: 6242.530762
	Iteration 54Q: 3 clusters Score -3.626254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290173 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -36262540.000000 Penalty: 6242.530762
	Iteration 55Q: 3 clusters Score -3.626254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290183 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -36262536.000000 Penalty: 6242.530762
	Iteration 56Q: 3 clusters Score -3.626254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290192 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -36262552.000000 Penalty: 6242.530762
	Iteration 57Q: 3 clusters Score -3.626255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290200 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -36262528.000000 Penalty: 6242.530762
	Iteration 58Q: 3 clusters Score -3.626253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290201 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -36262544.000000 Penalty: 6242.530762
	Iteration 59Q: 3 clusters Score -3.626254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290206 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -36262524.000000 Penalty: 6242.530762
	Iteration 60F: 3 clusters Score -3.626252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290207 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -36262520.000000 Penalty: 6242.530762
	Iteration 61Q: 3 clusters Score -3.626252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290209 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -36262524.000000 Penalty: 6242.530762
	Iteration 62Q: 3 clusters Score -3.626252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290212 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -36262524.000000 Penalty: 6242.530762
	Iteration 63Q: 3 clusters Score -3.626252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290215 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -36262528.000000 Penalty: 6242.530762
	Iteration 64Q: 3 clusters Score -3.626253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290217 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -36262532.000000 Penalty: 6242.530762
	Iteration 65Q: 3 clusters Score -3.626253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290220 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -36262552.000000 Penalty: 6242.530762
	Iteration 66Q: 3 clusters Score -3.626255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290227 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -36262524.000000 Penalty: 6242.530762
	Iteration 67Q: 3 clusters Score -3.626252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290232 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -36262532.000000 Penalty: 6242.530762
	Iteration 68Q: 3 clusters Score -3.626253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290239 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -36262532.000000 Penalty: 6242.530762
	Iteration 69Q: 3 clusters Score -3.626253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290246 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -36262532.000000 Penalty: 6242.530762
	Iteration 70Q: 3 clusters Score -3.626253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290252 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -36262516.000000 Penalty: 6242.530762
	Iteration 71Q: 3 clusters Score -3.626252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290259 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -36262520.000000 Penalty: 6242.530762
	Iteration 72Q: 3 clusters Score -3.626252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290263 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -36262484.000000 Penalty: 6242.530762
	Iteration 73Q: 3 clusters Score -3.626248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290266 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -36262512.000000 Penalty: 6242.530762
	Iteration 74Q: 3 clusters Score -3.626251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290269 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -36262516.000000 Penalty: 6242.530762
	Iteration 75Q: 3 clusters Score -3.626252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290271 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -36262508.000000 Penalty: 6242.530762
	Iteration 76Q: 3 clusters Score -3.626251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290274 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -36262496.000000 Penalty: 6242.530762
	Iteration 77Q: 3 clusters Score -3.62625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290279 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -36262496.000000 Penalty: 6242.530762
	Iteration 78Q: 3 clusters Score -3.62625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290284 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -36262484.000000 Penalty: 6242.530762
	Iteration 79Q: 3 clusters Score -3.626248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290286 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -36262464.000000 Penalty: 6242.530762
	Iteration 80F: 3 clusters Score -3.626246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290289 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -36262452.000000 Penalty: 6242.530762
	Iteration 81Q: 3 clusters Score -3.626245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290290 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -36262444.000000 Penalty: 6242.530762
	Iteration 82Q: 3 clusters Score -3.626244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290292 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -36262456.000000 Penalty: 6242.530762
	Iteration 83Q: 3 clusters Score -3.626246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290293 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -36262444.000000 Penalty: 6242.530762
	Iteration 84Q: 3 clusters Score -3.626244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290295 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -36262432.000000 Penalty: 6242.530762
	Iteration 85Q: 3 clusters Score -3.626243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290295 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -36262432.000000 Penalty: 6242.530762
	Iteration 86F: 3 clusters Score -3.626243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -295668.718750 Penalty: 1962.099243
	Iteration 0F: 2 clusters Score -295668.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -292547.312500 Penalty: 3924.198486
	Iteration 0F: 3 clusters Score -292547.3 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -293141.593750 Penalty: 3924.198486
	Iteration 1F: 3 clusters Score -293141.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -293313.531250 Penalty: 3924.198486
	Iteration 2F: 3 clusters Score -293313.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -293404.468750 Penalty: 3924.198486
	Iteration 3Q: 3 clusters Score -293404.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -293480.218750 Penalty: 3924.198486
	Iteration 4Q: 3 clusters Score -293480.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -293528.968750 Penalty: 3924.198486
	Iteration 5Q: 3 clusters Score -293529 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -293566.937500 Penalty: 3924.198486
	Iteration 6Q: 3 clusters Score -293566.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -293594.875000 Penalty: 3924.198486
	Iteration 7Q: 3 clusters Score -293594.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -293620.687500 Penalty: 3924.198486
	Iteration 8Q: 3 clusters Score -293620.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -293639.062500 Penalty: 3924.198486
	Iteration 9Q: 3 clusters Score -293639.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -293649.187500 Penalty: 3924.198486
	Iteration 10Q: 3 clusters Score -293649.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -293659.312500 Penalty: 3924.198486
	Iteration 11Q: 3 clusters Score -293659.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -293664.125000 Penalty: 3924.198486
	Iteration 12Q: 3 clusters Score -293664.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -293667.656250 Penalty: 3924.198486
	Iteration 13Q: 3 clusters Score -293667.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -293671.125000 Penalty: 3924.198486
	Iteration 14Q: 3 clusters Score -293671.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -293674.093750 Penalty: 3924.198486
	Iteration 15Q: 3 clusters Score -293674.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -293676.375000 Penalty: 3924.198486
	Iteration 16Q: 3 clusters Score -293676.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -293678.718750 Penalty: 3924.198486
	Iteration 17Q: 3 clusters Score -293678.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -293680.125000 Penalty: 3924.198486
	Iteration 18Q: 3 clusters Score -293680.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -293680.500000 Penalty: 3924.198486
	Iteration 19Q: 3 clusters Score -293680.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -293680.562500 Penalty: 3924.198486
	Iteration 20F: 3 clusters Score -293680.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -293681.875000 Penalty: 3924.198486
	Iteration 21Q: 3 clusters Score -293681.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -293682.093750 Penalty: 3924.198486
	Iteration 22Q: 3 clusters Score -293682.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -293682.093750 Penalty: 3924.198486
	Iteration 23F: 3 clusters Score -293682.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Entering Unmasked Estep 
Score: -1010258.750000 Penalty: 2245.604004
	Iteration 0F: 2 clusters Score -1010259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1003538.562500 Penalty: 4491.208008
	Iteration 0F: 3 clusters Score -1003539 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1005701.562500 Penalty: 4491.208008
	Iteration 1F: 3 clusters Score -1005702 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1006501.937500 Penalty: 4491.208008
	Iteration 2F: 3 clusters Score -1006502 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1007281.000000 Penalty: 4491.208008
	Iteration 3F: 3 clusters Score -1007281 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1007949.687500 Penalty: 4491.208008
	Iteration 4F: 3 clusters Score -1007950 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1008410.562500 Penalty: 4491.208008
	Iteration 5F: 3 clusters Score -1008411 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1008698.875000 Penalty: 4491.208008
	Iteration 6Q: 3 clusters Score -1008699 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1008883.812500 Penalty: 4491.208008
	Iteration 7Q: 3 clusters Score -1008884 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1009002.000000 Penalty: 4491.208008
	Iteration 8Q: 3 clusters Score -1009002 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1009073.750000 Penalty: 4491.208008
	Iteration 9Q: 3 clusters Score -1009074 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1009127.187500 Penalty: 4491.208008
	Iteration 10Q: 3 clusters Score -1009127 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1009181.000000 Penalty: 4491.208008
	Iteration 11Q: 3 clusters Score -1009181 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1009212.562500 Penalty: 4491.208008
	Iteration 12Q: 3 clusters Score -1009213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1009226.875000 Penalty: 4491.208008
	Iteration 13Q: 3 clusters Score -1009227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1009234.625000 Penalty: 4491.208008
	Iteration 14Q: 3 clusters Score -1009235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1009239.875000 Penalty: 4491.208008
	Iteration 15Q: 3 clusters Score -1009240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1009248.875000 Penalty: 4491.208008
	Iteration 16Q: 3 clusters Score -1009249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1009255.187500 Penalty: 4491.208008
	Iteration 17Q: 3 clusters Score -1009255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1009255.125000 Penalty: 4491.208008
	Iteration 18Q: 3 clusters Score -1009255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1009254.875000 Penalty: 4491.208008
	Iteration 19Q: 3 clusters Score -1009255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1009255.250000 Penalty: 4491.208008
	Iteration 20F: 3 clusters Score -1009255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1009258.812500 Penalty: 4491.208008
	Iteration 21Q: 3 clusters Score -1009259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1009258.812500 Penalty: 4491.208008
	Iteration 22Q: 3 clusters Score -1009259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1009259.750000 Penalty: 4491.208008
	Iteration 23Q: 3 clusters Score -1009260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1009259.437500 Penalty: 4491.208008
	Iteration 24Q: 3 clusters Score -1009259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1009259.437500 Penalty: 4491.208008
	Iteration 25F: 3 clusters Score -1009259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Entering Unmasked Estep 
Score: -761984.750000 Penalty: 2170.757812
	Iteration 0F: 2 clusters Score -761984.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -756684.062500 Penalty: 4341.515625
	Iteration 0F: 3 clusters Score -756684.1 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -758078.875000 Penalty: 4341.515625
	Iteration 1F: 3 clusters Score -758078.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -758428.125000 Penalty: 4341.515625
	Iteration 2F: 3 clusters Score -758428.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -758661.062500 Penalty: 4341.515625
	Iteration 3F: 3 clusters Score -758661.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -758870.500000 Penalty: 4341.515625
	Iteration 4Q: 3 clusters Score -758870.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -759106.437500 Penalty: 4341.515625
	Iteration 5Q: 3 clusters Score -759106.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -759352.187500 Penalty: 4341.515625
	Iteration 6Q: 3 clusters Score -759352.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -759587.750000 Penalty: 4341.515625
	Iteration 7Q: 3 clusters Score -759587.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -759815.500000 Penalty: 4341.515625
	Iteration 8Q: 3 clusters Score -759815.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -760059.875000 Penalty: 4341.515625
	Iteration 9Q: 3 clusters Score -760059.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -760265.750000 Penalty: 4341.515625
	Iteration 10Q: 3 clusters Score -760265.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -760415.437500 Penalty: 4341.515625
	Iteration 11Q: 3 clusters Score -760415.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -760532.062500 Penalty: 4341.515625
	Iteration 12Q: 3 clusters Score -760532.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -760626.875000 Penalty: 4341.515625
	Iteration 13Q: 3 clusters Score -760626.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -760697.562500 Penalty: 4341.515625
	Iteration 14Q: 3 clusters Score -760697.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -760744.875000 Penalty: 4341.515625
	Iteration 15Q: 3 clusters Score -760744.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -760789.750000 Penalty: 4341.515625
	Iteration 16Q: 3 clusters Score -760789.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -760834.562500 Penalty: 4341.515625
	Iteration 17Q: 3 clusters Score -760834.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -760857.937500 Penalty: 4341.515625
	Iteration 18Q: 3 clusters Score -760857.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -760875.875000 Penalty: 4341.515625
	Iteration 19Q: 3 clusters Score -760875.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -760888.187500 Penalty: 4341.515625
	Iteration 20F: 3 clusters Score -760888.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -760898.562500 Penalty: 4341.515625
	Iteration 21Q: 3 clusters Score -760898.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -760907.062500 Penalty: 4341.515625
	Iteration 22Q: 3 clusters Score -760907.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -760913.187500 Penalty: 4341.515625
	Iteration 23Q: 3 clusters Score -760913.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -760922.687500 Penalty: 4341.515625
	Iteration 24Q: 3 clusters Score -760922.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -760929.687500 Penalty: 4341.515625
	Iteration 25Q: 3 clusters Score -760929.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -760934.500000 Penalty: 4341.515625
	Iteration 26Q: 3 clusters Score -760934.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -760938.125000 Penalty: 4341.515625
	Iteration 27Q: 3 clusters Score -760938.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -760940.437500 Penalty: 4341.515625
	Iteration 28Q: 3 clusters Score -760940.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -760942.875000 Penalty: 4341.515625
	Iteration 29Q: 3 clusters Score -760942.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -760944.625000 Penalty: 4341.515625
	Iteration 30Q: 3 clusters Score -760944.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -760944.437500 Penalty: 4341.515625
	Iteration 31Q: 3 clusters Score -760944.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -760945.187500 Penalty: 4341.515625
	Iteration 32Q: 3 clusters Score -760945.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -760947.562500 Penalty: 4341.515625
	Iteration 33Q: 3 clusters Score -760947.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -760948.312500 Penalty: 4341.515625
	Iteration 34Q: 3 clusters Score -760948.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -760948.187500 Penalty: 4341.515625
	Iteration 35Q: 3 clusters Score -760948.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -760949.562500 Penalty: 4341.515625
	Iteration 36Q: 3 clusters Score -760949.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -760948.812500 Penalty: 4341.515625
	Iteration 37Q: 3 clusters Score -760948.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -760951.187500 Penalty: 4341.515625
	Iteration 38Q: 3 clusters Score -760951.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -760951.875000 Penalty: 4341.515625
	Iteration 39Q: 3 clusters Score -760951.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -760956.062500 Penalty: 4341.515625
	Iteration 40F: 3 clusters Score -760956.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -760956.562500 Penalty: 4341.515625
	Iteration 41Q: 3 clusters Score -760956.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -760957.812500 Penalty: 4341.515625
	Iteration 42Q: 3 clusters Score -760957.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -760956.875000 Penalty: 4341.515625
	Iteration 43Q: 3 clusters Score -760956.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -760956.500000 Penalty: 4341.515625
	Iteration 44Q: 3 clusters Score -760956.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -760956.500000 Penalty: 4341.515625
	Iteration 45F: 3 clusters Score -760956.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Entering Unmasked Estep 
Score: -1606930.375000 Penalty: 2349.040039
	Iteration 0F: 2 clusters Score -1606930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1597427.500000 Penalty: 4698.080078
	Iteration 0F: 3 clusters Score -1597428 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1600347.250000 Penalty: 4698.080078
	Iteration 1F: 3 clusters Score -1600347 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1600671.000000 Penalty: 4698.080078
	Iteration 2F: 3 clusters Score -1600671 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1600929.125000 Penalty: 4698.080078
	Iteration 3Q: 3 clusters Score -1600929 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1601164.875000 Penalty: 4698.080078
	Iteration 4Q: 3 clusters Score -1601165 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1601413.750000 Penalty: 4698.080078
	Iteration 5Q: 3 clusters Score -1601414 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1601729.750000 Penalty: 4698.080078
	Iteration 6Q: 3 clusters Score -1601730 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1602068.000000 Penalty: 4698.080078
	Iteration 7Q: 3 clusters Score -1602068 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1602472.250000 Penalty: 4698.080078
	Iteration 8Q: 3 clusters Score -1602472 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1602936.750000 Penalty: 4698.080078
	Iteration 9Q: 3 clusters Score -1602937 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1603430.000000 Penalty: 4698.080078
	Iteration 10Q: 3 clusters Score -1603430 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1603817.750000 Penalty: 4698.080078
	Iteration 11Q: 3 clusters Score -1603818 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1604130.000000 Penalty: 4698.080078
	Iteration 12Q: 3 clusters Score -1604130 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1604363.250000 Penalty: 4698.080078
	Iteration 13Q: 3 clusters Score -1604363 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1604534.750000 Penalty: 4698.080078
	Iteration 14Q: 3 clusters Score -1604535 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1604639.000000 Penalty: 4698.080078
	Iteration 15Q: 3 clusters Score -1604639 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1604711.125000 Penalty: 4698.080078
	Iteration 16Q: 3 clusters Score -1604711 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1604756.875000 Penalty: 4698.080078
	Iteration 17Q: 3 clusters Score -1604757 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1604796.000000 Penalty: 4698.080078
	Iteration 18Q: 3 clusters Score -1604796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1604823.500000 Penalty: 4698.080078
	Iteration 19Q: 3 clusters Score -1604824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1604846.125000 Penalty: 4698.080078
	Iteration 20F: 3 clusters Score -1604846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1604860.000000 Penalty: 4698.080078
	Iteration 21Q: 3 clusters Score -1604860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1604870.250000 Penalty: 4698.080078
	Iteration 22Q: 3 clusters Score -1604870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1604887.750000 Penalty: 4698.080078
	Iteration 23Q: 3 clusters Score -1604888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1604897.625000 Penalty: 4698.080078
	Iteration 24Q: 3 clusters Score -1604898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1604897.375000 Penalty: 4698.080078
	Iteration 25Q: 3 clusters Score -1604897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1604897.000000 Penalty: 4698.080078
	Iteration 26Q: 3 clusters Score -1604897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1604900.125000 Penalty: 4698.080078
	Iteration 27Q: 3 clusters Score -1604900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1604900.500000 Penalty: 4698.080078
	Iteration 28Q: 3 clusters Score -1604900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1604901.375000 Penalty: 4698.080078
	Iteration 29Q: 3 clusters Score -1604901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1604906.375000 Penalty: 4698.080078
	Iteration 30Q: 3 clusters Score -1604906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1604910.375000 Penalty: 4698.080078
	Iteration 31Q: 3 clusters Score -1604910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1604912.250000 Penalty: 4698.080078
	Iteration 32Q: 3 clusters Score -1604912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1604915.375000 Penalty: 4698.080078
	Iteration 33Q: 3 clusters Score -1604915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1604915.375000 Penalty: 4698.080078
	Iteration 34F: 3 clusters Score -1604915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (278401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278401 members 
Entering Unmasked Estep 
Score: -34511568.000000 Penalty: 3109.130859
	Iteration 0F: 2 clusters Score -3.451157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139136 members 
Mstep: Class 2 contains 139265 members 
Entering Unmasked Estep 
Score: -34332692.000000 Penalty: 6218.261719
	Iteration 0F: 3 clusters Score -3.433269e+07 nChanged 134680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135924 members 
Mstep: Class 2 contains 142477 members 
Entering Unmasked Estep 
Score: -34412368.000000 Penalty: 6218.261719
	Iteration 1F: 3 clusters Score -3.441237e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134039 members 
Mstep: Class 2 contains 144362 members 
Entering Unmasked Estep 
Score: -34413688.000000 Penalty: 6218.261719
	Iteration 2Q: 3 clusters Score -3.441369e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131231 members 
Mstep: Class 2 contains 147170 members 
Entering Unmasked Estep 
Score: -34415432.000000 Penalty: 6218.261719
	Iteration 3Q: 3 clusters Score -3.441543e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127042 members 
Mstep: Class 2 contains 151359 members 
Entering Unmasked Estep 
Score: -34417792.000000 Penalty: 6218.261719
	Iteration 4Q: 3 clusters Score -3.441779e+07 nChanged 10011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120879 members 
Mstep: Class 2 contains 157522 members 
Entering Unmasked Estep 
Score: -34421488.000000 Penalty: 6218.261719
	Iteration 5Q: 3 clusters Score -3.442149e+07 nChanged 12314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112161 members 
Mstep: Class 2 contains 166240 members 
Entering Unmasked Estep 
Score: -34427916.000000 Penalty: 6218.261719
	Iteration 6Q: 3 clusters Score -3.442792e+07 nChanged 15017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100806 members 
Mstep: Class 2 contains 177595 members 
Entering Unmasked Estep 
Score: -34437672.000000 Penalty: 6218.261719
	Iteration 7F: 3 clusters Score -3.443767e+07 nChanged 17075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88021 members 
Mstep: Class 2 contains 190380 members 
Entering Unmasked Estep 
Score: -34451196.000000 Penalty: 6218.261719
	Iteration 8F: 3 clusters Score -3.44512e+07 nChanged 17344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76323 members 
Mstep: Class 2 contains 202078 members 
Entering Unmasked Estep 
Score: -34465040.000000 Penalty: 6218.261719
	Iteration 9F: 3 clusters Score -3.446504e+07 nChanged 15106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67739 members 
Mstep: Class 2 contains 210662 members 
Entering Unmasked Estep 
Score: -34475684.000000 Penalty: 6218.261719
	Iteration 10F: 3 clusters Score -3.447568e+07 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61860 members 
Mstep: Class 2 contains 216541 members 
Entering Unmasked Estep 
Score: -34480900.000000 Penalty: 6218.261719
	Iteration 11Q: 3 clusters Score -3.44809e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56733 members 
Mstep: Class 2 contains 221668 members 
Entering Unmasked Estep 
Score: -34483628.000000 Penalty: 6218.261719
	Iteration 12Q: 3 clusters Score -3.448363e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51928 members 
Mstep: Class 2 contains 226473 members 
Entering Unmasked Estep 
Score: -34485496.000000 Penalty: 6218.261719
	Iteration 13Q: 3 clusters Score -3.44855e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 231126 members 
Entering Unmasked Estep 
Score: -34487468.000000 Penalty: 6218.261719
	Iteration 14Q: 3 clusters Score -3.448747e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 235660 members 
Entering Unmasked Estep 
Score: -34489420.000000 Penalty: 6218.261719
	Iteration 15Q: 3 clusters Score -3.448942e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 240035 members 
Entering Unmasked Estep 
Score: -34491316.000000 Penalty: 6218.261719
	Iteration 16Q: 3 clusters Score -3.449132e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 244098 members 
Entering Unmasked Estep 
Score: -34493188.000000 Penalty: 6218.261719
	Iteration 17Q: 3 clusters Score -3.449319e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 247879 members 
Entering Unmasked Estep 
Score: -34494792.000000 Penalty: 6218.261719
	Iteration 18Q: 3 clusters Score -3.449479e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 251469 members 
Entering Unmasked Estep 
Score: -34496572.000000 Penalty: 6218.261719
	Iteration 19Q: 3 clusters Score -3.449657e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 254870 members 
Entering Unmasked Estep 
Score: -34498304.000000 Penalty: 6218.261719
	Iteration 20F: 3 clusters Score -3.44983e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 257893 members 
Entering Unmasked Estep 
Score: -34499884.000000 Penalty: 6218.261719
	Iteration 21Q: 3 clusters Score -3.449988e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 260614 members 
Entering Unmasked Estep 
Score: -34501244.000000 Penalty: 6218.261719
	Iteration 22Q: 3 clusters Score -3.450124e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 263025 members 
Entering Unmasked Estep 
Score: -34502596.000000 Penalty: 6218.261719
	Iteration 23Q: 3 clusters Score -3.45026e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 265089 members 
Entering Unmasked Estep 
Score: -34503752.000000 Penalty: 6218.261719
	Iteration 24Q: 3 clusters Score -3.450375e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 266827 members 
Entering Unmasked Estep 
Score: -34504556.000000 Penalty: 6218.261719
	Iteration 25Q: 3 clusters Score -3.450456e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 268362 members 
Entering Unmasked Estep 
Score: -34505268.000000 Penalty: 6218.261719
	Iteration 26Q: 3 clusters Score -3.450527e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 269698 members 
Entering Unmasked Estep 
Score: -34505864.000000 Penalty: 6218.261719
	Iteration 27Q: 3 clusters Score -3.450586e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 270827 members 
Entering Unmasked Estep 
Score: -34506440.000000 Penalty: 6218.261719
	Iteration 28Q: 3 clusters Score -3.450644e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 271765 members 
Entering Unmasked Estep 
Score: -34506976.000000 Penalty: 6218.261719
	Iteration 29Q: 3 clusters Score -3.450698e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 272537 members 
Entering Unmasked Estep 
Score: -34507256.000000 Penalty: 6218.261719
	Iteration 30Q: 3 clusters Score -3.450726e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 273152 members 
Entering Unmasked Estep 
Score: -34507540.000000 Penalty: 6218.261719
	Iteration 31Q: 3 clusters Score -3.450754e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 273673 members 
Entering Unmasked Estep 
Score: -34507664.000000 Penalty: 6218.261719
	Iteration 32Q: 3 clusters Score -3.450766e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 274109 members 
Entering Unmasked Estep 
Score: -34507828.000000 Penalty: 6218.261719
	Iteration 33Q: 3 clusters Score -3.450783e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 274482 members 
Entering Unmasked Estep 
Score: -34507900.000000 Penalty: 6218.261719
	Iteration 34Q: 3 clusters Score -3.45079e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 274810 members 
Entering Unmasked Estep 
Score: -34508112.000000 Penalty: 6218.261719
	Iteration 35Q: 3 clusters Score -3.450811e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 275084 members 
Entering Unmasked Estep 
Score: -34508288.000000 Penalty: 6218.261719
	Iteration 36Q: 3 clusters Score -3.450829e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 275311 members 
Entering Unmasked Estep 
Score: -34508420.000000 Penalty: 6218.261719
	Iteration 37Q: 3 clusters Score -3.450842e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 275474 members 
Entering Unmasked Estep 
Score: -34508484.000000 Penalty: 6218.261719
	Iteration 38Q: 3 clusters Score -3.450848e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 275629 members 
Entering Unmasked Estep 
Score: -34508524.000000 Penalty: 6218.261719
	Iteration 39Q: 3 clusters Score -3.450852e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 275754 members 
Entering Unmasked Estep 
Score: -34508540.000000 Penalty: 6218.261719
	Iteration 40F: 3 clusters Score -3.450854e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 275841 members 
Entering Unmasked Estep 
Score: -34508620.000000 Penalty: 6218.261719
	Iteration 41Q: 3 clusters Score -3.450862e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 275913 members 
Entering Unmasked Estep 
Score: -34508612.000000 Penalty: 6218.261719
	Iteration 42Q: 3 clusters Score -3.450861e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 275981 members 
Entering Unmasked Estep 
Score: -34508656.000000 Penalty: 6218.261719
	Iteration 43Q: 3 clusters Score -3.450866e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 276039 members 
Entering Unmasked Estep 
Score: -34508680.000000 Penalty: 6218.261719
	Iteration 44Q: 3 clusters Score -3.450868e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 276098 members 
Entering Unmasked Estep 
Score: -34508724.000000 Penalty: 6218.261719
	Iteration 45Q: 3 clusters Score -3.450872e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 276143 members 
Entering Unmasked Estep 
Score: -34508716.000000 Penalty: 6218.261719
	Iteration 46Q: 3 clusters Score -3.450872e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 276180 members 
Entering Unmasked Estep 
Score: -34508756.000000 Penalty: 6218.261719
	Iteration 47Q: 3 clusters Score -3.450876e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 276219 members 
Entering Unmasked Estep 
Score: -34508780.000000 Penalty: 6218.261719
	Iteration 48Q: 3 clusters Score -3.450878e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 276265 members 
Entering Unmasked Estep 
Score: -34508748.000000 Penalty: 6218.261719
	Iteration 49Q: 3 clusters Score -3.450875e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 276296 members 
Entering Unmasked Estep 
Score: -34508740.000000 Penalty: 6218.261719
	Iteration 50Q: 3 clusters Score -3.450874e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 276319 members 
Entering Unmasked Estep 
Score: -34508776.000000 Penalty: 6218.261719
	Iteration 51Q: 3 clusters Score -3.450878e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 276341 members 
Entering Unmasked Estep 
Score: -34508808.000000 Penalty: 6218.261719
	Iteration 52Q: 3 clusters Score -3.450881e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 276367 members 
Entering Unmasked Estep 
Score: -34508796.000000 Penalty: 6218.261719
	Iteration 53Q: 3 clusters Score -3.45088e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 276389 members 
Entering Unmasked Estep 
Score: -34508804.000000 Penalty: 6218.261719
	Iteration 54Q: 3 clusters Score -3.45088e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 276412 members 
Entering Unmasked Estep 
Score: -34508812.000000 Penalty: 6218.261719
	Iteration 55Q: 3 clusters Score -3.450881e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 276434 members 
Entering Unmasked Estep 
Score: -34508824.000000 Penalty: 6218.261719
	Iteration 56Q: 3 clusters Score -3.450882e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 276457 members 
Entering Unmasked Estep 
Score: -34508852.000000 Penalty: 6218.261719
	Iteration 57Q: 3 clusters Score -3.450885e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 276470 members 
Entering Unmasked Estep 
Score: -34508860.000000 Penalty: 6218.261719
	Iteration 58Q: 3 clusters Score -3.450886e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 276486 members 
Entering Unmasked Estep 
Score: -34508856.000000 Penalty: 6218.261719
	Iteration 59Q: 3 clusters Score -3.450886e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 276500 members 
Entering Unmasked Estep 
Score: -34508868.000000 Penalty: 6218.261719
	Iteration 60F: 3 clusters Score -3.450887e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 276519 members 
Entering Unmasked Estep 
Score: -34508888.000000 Penalty: 6218.261719
	Iteration 61Q: 3 clusters Score -3.450889e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 276530 members 
Entering Unmasked Estep 
Score: -34508896.000000 Penalty: 6218.261719
	Iteration 62Q: 3 clusters Score -3.45089e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 276546 members 
Entering Unmasked Estep 
Score: -34508900.000000 Penalty: 6218.261719
	Iteration 63Q: 3 clusters Score -3.45089e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 276561 members 
Entering Unmasked Estep 
Score: -34508900.000000 Penalty: 6218.261719
	Iteration 64Q: 3 clusters Score -3.45089e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 276585 members 
Entering Unmasked Estep 
Score: -34508920.000000 Penalty: 6218.261719
	Iteration 65Q: 3 clusters Score -3.450892e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 276606 members 
Entering Unmasked Estep 
Score: -34508936.000000 Penalty: 6218.261719
	Iteration 66Q: 3 clusters Score -3.450894e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 276618 members 
Entering Unmasked Estep 
Score: -34508924.000000 Penalty: 6218.261719
	Iteration 67Q: 3 clusters Score -3.450892e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 276632 members 
Entering Unmasked Estep 
Score: -34508940.000000 Penalty: 6218.261719
	Iteration 68Q: 3 clusters Score -3.450894e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 276646 members 
Entering Unmasked Estep 
Score: -34508928.000000 Penalty: 6218.261719
	Iteration 69Q: 3 clusters Score -3.450893e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 276652 members 
Entering Unmasked Estep 
Score: -34508924.000000 Penalty: 6218.261719
	Iteration 70Q: 3 clusters Score -3.450892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 276659 members 
Entering Unmasked Estep 
Score: -34508920.000000 Penalty: 6218.261719
	Iteration 71Q: 3 clusters Score -3.450892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 276665 members 
Entering Unmasked Estep 
Score: -34508912.000000 Penalty: 6218.261719
	Iteration 72Q: 3 clusters Score -3.450891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 276668 members 
Entering Unmasked Estep 
Score: -34508920.000000 Penalty: 6218.261719
	Iteration 73Q: 3 clusters Score -3.450892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 276672 members 
Entering Unmasked Estep 
Score: -34508924.000000 Penalty: 6218.261719
	Iteration 74Q: 3 clusters Score -3.450892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 276675 members 
Entering Unmasked Estep 
Score: -34508944.000000 Penalty: 6218.261719
	Iteration 75Q: 3 clusters Score -3.450894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 276680 members 
Entering Unmasked Estep 
Score: -34508916.000000 Penalty: 6218.261719
	Iteration 76Q: 3 clusters Score -3.450892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 276681 members 
Entering Unmasked Estep 
Score: -34508920.000000 Penalty: 6218.261719
	Iteration 77Q: 3 clusters Score -3.450892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 276681 members 
Entering Unmasked Estep 
Score: -34508920.000000 Penalty: 6218.261719
	Iteration 78F: 3 clusters Score -3.450892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (172898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172898 members 
Entering Unmasked Estep 
Score: -21668962.000000 Penalty: 2990.993408
	Iteration 0F: 2 clusters Score -2.166896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86543 members 
Mstep: Class 2 contains 86355 members 
Entering Unmasked Estep 
Score: -21553828.000000 Penalty: 5981.986816
	Iteration 0F: 3 clusters Score -2.155383e+07 nChanged 82943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88838 members 
Mstep: Class 2 contains 84060 members 
Entering Unmasked Estep 
Score: -21602334.000000 Penalty: 5981.986816
	Iteration 1F: 3 clusters Score -2.160233e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90346 members 
Mstep: Class 2 contains 82552 members 
Entering Unmasked Estep 
Score: -21603720.000000 Penalty: 5981.986816
	Iteration 2Q: 3 clusters Score -2.160372e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92733 members 
Mstep: Class 2 contains 80165 members 
Entering Unmasked Estep 
Score: -21605596.000000 Penalty: 5981.986816
	Iteration 3Q: 3 clusters Score -2.16056e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96385 members 
Mstep: Class 2 contains 76513 members 
Entering Unmasked Estep 
Score: -21608556.000000 Penalty: 5981.986816
	Iteration 4Q: 3 clusters Score -2.160856e+07 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101862 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
Score: -21613098.000000 Penalty: 5981.986816
	Iteration 5F: 3 clusters Score -2.16131e+07 nChanged 11263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109555 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -21620396.000000 Penalty: 5981.986816
	Iteration 6F: 3 clusters Score -2.16204e+07 nChanged 12547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118672 members 
Mstep: Class 2 contains 54226 members 
Entering Unmasked Estep 
Score: -21630308.000000 Penalty: 5981.986816
	Iteration 7F: 3 clusters Score -2.163031e+07 nChanged 12109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127379 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -21641392.000000 Penalty: 5981.986816
	Iteration 8F: 3 clusters Score -2.164139e+07 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133752 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -21650260.000000 Penalty: 5981.986816
	Iteration 9F: 3 clusters Score -2.165026e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137768 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -21654616.000000 Penalty: 5981.986816
	Iteration 10Q: 3 clusters Score -2.165462e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140904 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -21656796.000000 Penalty: 5981.986816
	Iteration 11Q: 3 clusters Score -2.16568e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143729 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -21658190.000000 Penalty: 5981.986816
	Iteration 12Q: 3 clusters Score -2.165819e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146369 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -21659464.000000 Penalty: 5981.986816
	Iteration 13Q: 3 clusters Score -2.165946e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148750 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -21660394.000000 Penalty: 5981.986816
	Iteration 14Q: 3 clusters Score -2.166039e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150956 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -21661264.000000 Penalty: 5981.986816
	Iteration 15Q: 3 clusters Score -2.166126e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153038 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -21662066.000000 Penalty: 5981.986816
	Iteration 16Q: 3 clusters Score -2.166207e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154951 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -21662830.000000 Penalty: 5981.986816
	Iteration 17Q: 3 clusters Score -2.166283e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156694 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -21663382.000000 Penalty: 5981.986816
	Iteration 18Q: 3 clusters Score -2.166338e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158297 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -21664044.000000 Penalty: 5981.986816
	Iteration 19Q: 3 clusters Score -2.166404e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159786 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -21664542.000000 Penalty: 5981.986816
	Iteration 20F: 3 clusters Score -2.166454e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161166 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -21664986.000000 Penalty: 5981.986816
	Iteration 21Q: 3 clusters Score -2.166499e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162399 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -21665400.000000 Penalty: 5981.986816
	Iteration 22Q: 3 clusters Score -2.16654e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163426 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -21665606.000000 Penalty: 5981.986816
	Iteration 23Q: 3 clusters Score -2.166561e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164329 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -21665746.000000 Penalty: 5981.986816
	Iteration 24Q: 3 clusters Score -2.166575e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165199 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -21665880.000000 Penalty: 5981.986816
	Iteration 25Q: 3 clusters Score -2.166588e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165955 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -21666024.000000 Penalty: 5981.986816
	Iteration 26Q: 3 clusters Score -2.166602e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166638 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -21666120.000000 Penalty: 5981.986816
	Iteration 27Q: 3 clusters Score -2.166612e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167213 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -21666302.000000 Penalty: 5981.986816
	Iteration 28Q: 3 clusters Score -2.16663e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167710 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -21666366.000000 Penalty: 5981.986816
	Iteration 29Q: 3 clusters Score -2.166637e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168139 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -21666470.000000 Penalty: 5981.986816
	Iteration 30Q: 3 clusters Score -2.166647e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168497 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -21666514.000000 Penalty: 5981.986816
	Iteration 31Q: 3 clusters Score -2.166651e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168788 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -21666570.000000 Penalty: 5981.986816
	Iteration 32Q: 3 clusters Score -2.166657e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169017 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -21666584.000000 Penalty: 5981.986816
	Iteration 33Q: 3 clusters Score -2.166658e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169222 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -21666572.000000 Penalty: 5981.986816
	Iteration 34Q: 3 clusters Score -2.166657e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169412 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -21666598.000000 Penalty: 5981.986816
	Iteration 35Q: 3 clusters Score -2.16666e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169598 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -21666644.000000 Penalty: 5981.986816
	Iteration 36Q: 3 clusters Score -2.166664e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169772 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -21666658.000000 Penalty: 5981.986816
	Iteration 37Q: 3 clusters Score -2.166666e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169903 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -21666632.000000 Penalty: 5981.986816
	Iteration 38Q: 3 clusters Score -2.166663e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170020 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -21666670.000000 Penalty: 5981.986816
	Iteration 39Q: 3 clusters Score -2.166667e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170124 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -21666658.000000 Penalty: 5981.986816
	Iteration 40F: 3 clusters Score -2.166666e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170215 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -21666674.000000 Penalty: 5981.986816
	Iteration 41Q: 3 clusters Score -2.166667e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170296 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -21666646.000000 Penalty: 5981.986816
	Iteration 42Q: 3 clusters Score -2.166665e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170369 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -21666688.000000 Penalty: 5981.986816
	Iteration 43Q: 3 clusters Score -2.166669e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170434 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -21666680.000000 Penalty: 5981.986816
	Iteration 44Q: 3 clusters Score -2.166668e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170480 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -21666692.000000 Penalty: 5981.986816
	Iteration 45Q: 3 clusters Score -2.166669e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170534 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -21666734.000000 Penalty: 5981.986816
	Iteration 46Q: 3 clusters Score -2.166673e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170570 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -21666742.000000 Penalty: 5981.986816
	Iteration 47Q: 3 clusters Score -2.166674e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170605 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -21666778.000000 Penalty: 5981.986816
	Iteration 48Q: 3 clusters Score -2.166678e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170645 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -21666762.000000 Penalty: 5981.986816
	Iteration 49Q: 3 clusters Score -2.166676e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170673 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -21666766.000000 Penalty: 5981.986816
	Iteration 50Q: 3 clusters Score -2.166677e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170697 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -21666760.000000 Penalty: 5981.986816
	Iteration 51Q: 3 clusters Score -2.166676e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170726 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -21666774.000000 Penalty: 5981.986816
	Iteration 52Q: 3 clusters Score -2.166677e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170759 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -21666780.000000 Penalty: 5981.986816
	Iteration 53Q: 3 clusters Score -2.166678e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170789 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -21666790.000000 Penalty: 5981.986816
	Iteration 54Q: 3 clusters Score -2.166679e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170813 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -21666788.000000 Penalty: 5981.986816
	Iteration 55Q: 3 clusters Score -2.166679e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170839 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -21666770.000000 Penalty: 5981.986816
	Iteration 56Q: 3 clusters Score -2.166677e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170859 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -21666778.000000 Penalty: 5981.986816
	Iteration 57Q: 3 clusters Score -2.166678e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170885 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -21666756.000000 Penalty: 5981.986816
	Iteration 58Q: 3 clusters Score -2.166676e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170920 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -21666776.000000 Penalty: 5981.986816
	Iteration 59Q: 3 clusters Score -2.166678e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170949 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -21666766.000000 Penalty: 5981.986816
	Iteration 60F: 3 clusters Score -2.166677e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170975 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -21666776.000000 Penalty: 5981.986816
	Iteration 61Q: 3 clusters Score -2.166678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170985 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -21666780.000000 Penalty: 5981.986816
	Iteration 62Q: 3 clusters Score -2.166678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170996 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -21666778.000000 Penalty: 5981.986816
	Iteration 63Q: 3 clusters Score -2.166678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171000 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -21666776.000000 Penalty: 5981.986816
	Iteration 64Q: 3 clusters Score -2.166678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171005 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -21666780.000000 Penalty: 5981.986816
	Iteration 65Q: 3 clusters Score -2.166678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171011 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -21666772.000000 Penalty: 5981.986816
	Iteration 66Q: 3 clusters Score -2.166677e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171021 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -21666780.000000 Penalty: 5981.986816
	Iteration 67Q: 3 clusters Score -2.166678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171027 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -21666762.000000 Penalty: 5981.986816
	Iteration 68Q: 3 clusters Score -2.166676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171030 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -21666762.000000 Penalty: 5981.986816
	Iteration 69Q: 3 clusters Score -2.166676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171035 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -21666766.000000 Penalty: 5981.986816
	Iteration 70Q: 3 clusters Score -2.166677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171039 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -21666770.000000 Penalty: 5981.986816
	Iteration 71Q: 3 clusters Score -2.166677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171043 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -21666750.000000 Penalty: 5981.986816
	Iteration 72Q: 3 clusters Score -2.166675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171046 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -21666764.000000 Penalty: 5981.986816
	Iteration 73Q: 3 clusters Score -2.166676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171051 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -21666756.000000 Penalty: 5981.986816
	Iteration 74Q: 3 clusters Score -2.166676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171056 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -21666760.000000 Penalty: 5981.986816
	Iteration 75Q: 3 clusters Score -2.166676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171063 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -21666758.000000 Penalty: 5981.986816
	Iteration 76Q: 3 clusters Score -2.166676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171069 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -21666754.000000 Penalty: 5981.986816
	Iteration 77Q: 3 clusters Score -2.166675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171076 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -21666754.000000 Penalty: 5981.986816
	Iteration 78Q: 3 clusters Score -2.166675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171086 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -21666760.000000 Penalty: 5981.986816
	Iteration 79Q: 3 clusters Score -2.166676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171097 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -21666780.000000 Penalty: 5981.986816
	Iteration 80F: 3 clusters Score -2.166678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171100 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -21666794.000000 Penalty: 5981.986816
	Iteration 81Q: 3 clusters Score -2.166679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171103 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -21666800.000000 Penalty: 5981.986816
	Iteration 82Q: 3 clusters Score -2.16668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171106 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -21666778.000000 Penalty: 5981.986816
	Iteration 83Q: 3 clusters Score -2.166678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171107 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -21666784.000000 Penalty: 5981.986816
	Iteration 84Q: 3 clusters Score -2.166678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171110 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -21666782.000000 Penalty: 5981.986816
	Iteration 85Q: 3 clusters Score -2.166678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171113 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -21666778.000000 Penalty: 5981.986816
	Iteration 86Q: 3 clusters Score -2.166678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171117 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -21666784.000000 Penalty: 5981.986816
	Iteration 87Q: 3 clusters Score -2.166678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171121 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -21666780.000000 Penalty: 5981.986816
	Iteration 88Q: 3 clusters Score -2.166678e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171121 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -21666780.000000 Penalty: 5981.986816
	Iteration 89F: 3 clusters Score -2.166678e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Entering Unmasked Estep 
Score: -3036417.750000 Penalty: 2512.522949
	Iteration 0F: 2 clusters Score -3036418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -3019089.000000 Penalty: 5025.045898
	Iteration 0F: 3 clusters Score -3019089 nChanged 11162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -3025378.000000 Penalty: 5025.045898
	Iteration 1F: 3 clusters Score -3025378 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -3026003.250000 Penalty: 5025.045898
	Iteration 2F: 3 clusters Score -3026003 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -3026537.500000 Penalty: 5025.045898
	Iteration 3Q: 3 clusters Score -3026538 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -3026965.250000 Penalty: 5025.045898
	Iteration 4Q: 3 clusters Score -3026965 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -3027395.250000 Penalty: 5025.045898
	Iteration 5Q: 3 clusters Score -3027395 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -3027792.000000 Penalty: 5025.045898
	Iteration 6Q: 3 clusters Score -3027792 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -3028224.000000 Penalty: 5025.045898
	Iteration 7Q: 3 clusters Score -3028224 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -3028660.250000 Penalty: 5025.045898
	Iteration 8Q: 3 clusters Score -3028660 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -3029155.500000 Penalty: 5025.045898
	Iteration 9Q: 3 clusters Score -3029156 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -3029755.000000 Penalty: 5025.045898
	Iteration 10Q: 3 clusters Score -3029755 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -3030438.750000 Penalty: 5025.045898
	Iteration 11Q: 3 clusters Score -3030439 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -3031068.750000 Penalty: 5025.045898
	Iteration 12Q: 3 clusters Score -3031069 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -3031649.000000 Penalty: 5025.045898
	Iteration 13Q: 3 clusters Score -3031649 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -3032104.750000 Penalty: 5025.045898
	Iteration 14Q: 3 clusters Score -3032105 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -3032445.500000 Penalty: 5025.045898
	Iteration 15Q: 3 clusters Score -3032446 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -3032762.500000 Penalty: 5025.045898
	Iteration 16Q: 3 clusters Score -3032762 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -3033009.250000 Penalty: 5025.045898
	Iteration 17Q: 3 clusters Score -3033009 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -3033213.250000 Penalty: 5025.045898
	Iteration 18Q: 3 clusters Score -3033213 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -3033392.750000 Penalty: 5025.045898
	Iteration 19Q: 3 clusters Score -3033393 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -3033547.500000 Penalty: 5025.045898
	Iteration 20F: 3 clusters Score -3033548 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -3033643.000000 Penalty: 5025.045898
	Iteration 21Q: 3 clusters Score -3033643 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -3033741.750000 Penalty: 5025.045898
	Iteration 22Q: 3 clusters Score -3033742 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -3033822.250000 Penalty: 5025.045898
	Iteration 23Q: 3 clusters Score -3033822 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -3033907.250000 Penalty: 5025.045898
	Iteration 24Q: 3 clusters Score -3033907 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -3033963.750000 Penalty: 5025.045898
	Iteration 25Q: 3 clusters Score -3033964 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -3034033.000000 Penalty: 5025.045898
	Iteration 26Q: 3 clusters Score -3034033 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -3034084.000000 Penalty: 5025.045898
	Iteration 27Q: 3 clusters Score -3034084 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -3034150.250000 Penalty: 5025.045898
	Iteration 28Q: 3 clusters Score -3034150 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -3034191.250000 Penalty: 5025.045898
	Iteration 29Q: 3 clusters Score -3034191 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -3034219.000000 Penalty: 5025.045898
	Iteration 30Q: 3 clusters Score -3034219 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3034261.750000 Penalty: 5025.045898
	Iteration 31Q: 3 clusters Score -3034262 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -3034290.250000 Penalty: 5025.045898
	Iteration 32Q: 3 clusters Score -3034290 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -3034312.250000 Penalty: 5025.045898
	Iteration 33Q: 3 clusters Score -3034312 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3034333.750000 Penalty: 5025.045898
	Iteration 34Q: 3 clusters Score -3034334 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -3034344.750000 Penalty: 5025.045898
	Iteration 35Q: 3 clusters Score -3034345 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -3034366.500000 Penalty: 5025.045898
	Iteration 36Q: 3 clusters Score -3034366 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3034395.750000 Penalty: 5025.045898
	Iteration 37Q: 3 clusters Score -3034396 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -3034433.000000 Penalty: 5025.045898
	Iteration 38Q: 3 clusters Score -3034433 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3034458.750000 Penalty: 5025.045898
	Iteration 39Q: 3 clusters Score -3034459 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3034488.000000 Penalty: 5025.045898
	Iteration 40F: 3 clusters Score -3034488 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3034507.500000 Penalty: 5025.045898
	Iteration 41Q: 3 clusters Score -3034508 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3034531.500000 Penalty: 5025.045898
	Iteration 42Q: 3 clusters Score -3034532 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3034567.750000 Penalty: 5025.045898
	Iteration 43Q: 3 clusters Score -3034568 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3034582.000000 Penalty: 5025.045898
	Iteration 44Q: 3 clusters Score -3034582 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3034600.000000 Penalty: 5025.045898
	Iteration 45Q: 3 clusters Score -3034600 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3034627.250000 Penalty: 5025.045898
	Iteration 46Q: 3 clusters Score -3034627 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3034660.750000 Penalty: 5025.045898
	Iteration 47Q: 3 clusters Score -3034661 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3034687.250000 Penalty: 5025.045898
	Iteration 48Q: 3 clusters Score -3034687 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3034711.000000 Penalty: 5025.045898
	Iteration 49Q: 3 clusters Score -3034711 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3034739.750000 Penalty: 5025.045898
	Iteration 50Q: 3 clusters Score -3034740 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3034752.750000 Penalty: 5025.045898
	Iteration 51Q: 3 clusters Score -3034753 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3034765.250000 Penalty: 5025.045898
	Iteration 52Q: 3 clusters Score -3034765 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3034777.750000 Penalty: 5025.045898
	Iteration 53Q: 3 clusters Score -3034778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3034783.000000 Penalty: 5025.045898
	Iteration 54Q: 3 clusters Score -3034783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3034789.000000 Penalty: 5025.045898
	Iteration 55Q: 3 clusters Score -3034789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3034801.750000 Penalty: 5025.045898
	Iteration 56Q: 3 clusters Score -3034802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3034816.250000 Penalty: 5025.045898
	Iteration 57Q: 3 clusters Score -3034816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3034824.250000 Penalty: 5025.045898
	Iteration 58Q: 3 clusters Score -3034824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3034832.000000 Penalty: 5025.045898
	Iteration 59Q: 3 clusters Score -3034832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3034836.500000 Penalty: 5025.045898
	Iteration 60F: 3 clusters Score -3034836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3034854.500000 Penalty: 5025.045898
	Iteration 61Q: 3 clusters Score -3034854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3034857.000000 Penalty: 5025.045898
	Iteration 62Q: 3 clusters Score -3034857 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3034868.500000 Penalty: 5025.045898
	Iteration 63Q: 3 clusters Score -3034868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3034884.500000 Penalty: 5025.045898
	Iteration 64Q: 3 clusters Score -3034884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3034891.500000 Penalty: 5025.045898
	Iteration 65Q: 3 clusters Score -3034892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3034897.500000 Penalty: 5025.045898
	Iteration 66Q: 3 clusters Score -3034898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3034901.000000 Penalty: 5025.045898
	Iteration 67Q: 3 clusters Score -3034901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3034908.000000 Penalty: 5025.045898
	Iteration 68Q: 3 clusters Score -3034908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3034913.250000 Penalty: 5025.045898
	Iteration 69Q: 3 clusters Score -3034913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3034921.750000 Penalty: 5025.045898
	Iteration 70Q: 3 clusters Score -3034922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3034923.250000 Penalty: 5025.045898
	Iteration 71Q: 3 clusters Score -3034923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3034924.000000 Penalty: 5025.045898
	Iteration 72Q: 3 clusters Score -3034924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3034928.250000 Penalty: 5025.045898
	Iteration 73Q: 3 clusters Score -3034928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3034929.250000 Penalty: 5025.045898
	Iteration 74Q: 3 clusters Score -3034929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3034929.250000 Penalty: 5025.045898
	Iteration 75Q: 3 clusters Score -3034929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3034930.250000 Penalty: 5025.045898
	Iteration 76Q: 3 clusters Score -3034930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3034937.000000 Penalty: 5025.045898
	Iteration 77Q: 3 clusters Score -3034937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3034940.500000 Penalty: 5025.045898
	Iteration 78Q: 3 clusters Score -3034940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3034943.000000 Penalty: 5025.045898
	Iteration 79Q: 3 clusters Score -3034943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3034945.500000 Penalty: 5025.045898
	Iteration 80F: 3 clusters Score -3034946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3034941.000000 Penalty: 5025.045898
	Iteration 81Q: 3 clusters Score -3034941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3034944.500000 Penalty: 5025.045898
	Iteration 82Q: 3 clusters Score -3034944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3034942.750000 Penalty: 5025.045898
	Iteration 83Q: 3 clusters Score -3034943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3034947.750000 Penalty: 5025.045898
	Iteration 84Q: 3 clusters Score -3034948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3034950.000000 Penalty: 5025.045898
	Iteration 85Q: 3 clusters Score -3034950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3034949.500000 Penalty: 5025.045898
	Iteration 86Q: 3 clusters Score -3034950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3034953.000000 Penalty: 5025.045898
	Iteration 87Q: 3 clusters Score -3034953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3034949.750000 Penalty: 5025.045898
	Iteration 88Q: 3 clusters Score -3034950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3034949.500000 Penalty: 5025.045898
	Iteration 89Q: 3 clusters Score -3034950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3034951.750000 Penalty: 5025.045898
	Iteration 90Q: 3 clusters Score -3034952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3034949.500000 Penalty: 5025.045898
	Iteration 91Q: 3 clusters Score -3034950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3034948.000000 Penalty: 5025.045898
	Iteration 92Q: 3 clusters Score -3034948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3034951.500000 Penalty: 5025.045898
	Iteration 93Q: 3 clusters Score -3034952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3034956.000000 Penalty: 5025.045898
	Iteration 94Q: 3 clusters Score -3034956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3034958.500000 Penalty: 5025.045898
	Iteration 95Q: 3 clusters Score -3034958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3034962.250000 Penalty: 5025.045898
	Iteration 96Q: 3 clusters Score -3034962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3034962.000000 Penalty: 5025.045898
	Iteration 97Q: 3 clusters Score -3034962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3034962.000000 Penalty: 5025.045898
	Iteration 98Q: 3 clusters Score -3034962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3034969.000000 Penalty: 5025.045898
	Iteration 99Q: 3 clusters Score -3034969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3034970.500000 Penalty: 5025.045898
	Iteration 100F: 3 clusters Score -3034970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3034972.000000 Penalty: 5025.045898
	Iteration 101Q: 3 clusters Score -3034972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3034974.500000 Penalty: 5025.045898
	Iteration 102Q: 3 clusters Score -3034974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3034977.250000 Penalty: 5025.045898
	Iteration 103Q: 3 clusters Score -3034977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3034977.750000 Penalty: 5025.045898
	Iteration 104Q: 3 clusters Score -3034978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3034981.500000 Penalty: 5025.045898
	Iteration 105Q: 3 clusters Score -3034982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3034978.750000 Penalty: 5025.045898
	Iteration 106Q: 3 clusters Score -3034979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3034977.000000 Penalty: 5025.045898
	Iteration 107Q: 3 clusters Score -3034977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3034981.750000 Penalty: 5025.045898
	Iteration 108Q: 3 clusters Score -3034982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3034985.000000 Penalty: 5025.045898
	Iteration 109Q: 3 clusters Score -3034985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3034987.500000 Penalty: 5025.045898
	Iteration 110Q: 3 clusters Score -3034988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3034988.000000 Penalty: 5025.045898
	Iteration 111Q: 3 clusters Score -3034988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3034987.750000 Penalty: 5025.045898
	Iteration 112Q: 3 clusters Score -3034988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3034986.500000 Penalty: 5025.045898
	Iteration 113Q: 3 clusters Score -3034986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3034986.500000 Penalty: 5025.045898
	Iteration 114F: 3 clusters Score -3034986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Entering Unmasked Estep 
Score: -4465629.500000 Penalty: 2606.023438
	Iteration 0F: 2 clusters Score -4465630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -4440678.500000 Penalty: 5212.046875
	Iteration 0F: 3 clusters Score -4440678 nChanged 16730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -4449904.000000 Penalty: 5212.046875
	Iteration 1F: 3 clusters Score -4449904 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -4450547.500000 Penalty: 5212.046875
	Iteration 2Q: 3 clusters Score -4450548 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -4451165.000000 Penalty: 5212.046875
	Iteration 3Q: 3 clusters Score -4451165 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -4451819.500000 Penalty: 5212.046875
	Iteration 4Q: 3 clusters Score -4451820 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -4452510.500000 Penalty: 5212.046875
	Iteration 5Q: 3 clusters Score -4452510 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -4453214.500000 Penalty: 5212.046875
	Iteration 6Q: 3 clusters Score -4453214 nChanged 1672
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 14387 members 
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Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 13601 members 
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Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 12361 members 
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Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4460550 nChanged 521
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Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 10095 members 
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Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4461110 nChanged 384
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Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4461224 nChanged 394
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Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 8336 members 
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	Iteration 23Q: 3 clusters Score -4461548 nChanged 321
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Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 8019 members 
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Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4461735 nChanged 358
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Mstep: Class 1 contains 29288 members 
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	Iteration 26Q: 3 clusters Score -4461850 nChanged 327
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Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 6998 members 
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	Iteration 27Q: 3 clusters Score -4461946 nChanged 295
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Mstep: Class 2 contains 6703 members 
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	Iteration 28Q: 3 clusters Score -4462020 nChanged 286
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Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 6421 members 
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	Iteration 29Q: 3 clusters Score -4462096 nChanged 273
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Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 6152 members 
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	Iteration 30Q: 3 clusters Score -4462168 nChanged 254
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Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 5898 members 
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Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 5689 members 
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Mstep: Class 1 contains 31126 members 
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	Iteration 33Q: 3 clusters Score -4462316 nChanged 203
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Mstep: Class 1 contains 31329 members 
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Mstep: Class 1 contains 31797 members 
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	Iteration 37Q: 3 clusters Score -4462472 nChanged 135
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Mstep: Class 1 contains 31930 members 
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Mstep: Class 1 contains 32184 members 
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Mstep: Class 1 contains 32323 members 
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Mstep: Class 1 contains 33422 members 
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Mstep: Class 1 contains 33710 members 
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	Iteration 50Q: 3 clusters Score -4463004 nChanged 130
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Mstep: Class 1 contains 33838 members 
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Mstep: Class 1 contains 33947 members 
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	Iteration 54Q: 3 clusters Score -4463106 nChanged 74
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Mstep: Class 1 contains 34213 members 
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	Iteration 55Q: 3 clusters Score -4463130 nChanged 71
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	Iteration 56Q: 3 clusters Score -4463166 nChanged 65
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	Iteration 57Q: 3 clusters Score -4463180 nChanged 55
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	Iteration 58Q: 3 clusters Score -4463202 nChanged 52
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	Iteration 59Q: 3 clusters Score -4463214 nChanged 46
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	Iteration 60F: 3 clusters Score -4463229 nChanged 46
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	Iteration 61Q: 3 clusters Score -4463244 nChanged 35
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	Iteration 62Q: 3 clusters Score -4463252 nChanged 29
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	Iteration 63Q: 3 clusters Score -4463282 nChanged 28
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	Iteration 64Q: 3 clusters Score -4463282 nChanged 26
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	Iteration 65Q: 3 clusters Score -4463287 nChanged 36
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	Iteration 66Q: 3 clusters Score -4463297 nChanged 31
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	Iteration 67Q: 3 clusters Score -4463306 nChanged 23
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	Iteration 68Q: 3 clusters Score -4463317 nChanged 28
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	Iteration 69Q: 3 clusters Score -4463326 nChanged 25
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	Iteration 70Q: 3 clusters Score -4463332 nChanged 23
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	Iteration 71Q: 3 clusters Score -4463340 nChanged 13
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	Iteration 72Q: 3 clusters Score -4463338 nChanged 12
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	Iteration 73Q: 3 clusters Score -4463344 nChanged 10
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	Iteration 74Q: 3 clusters Score -4463345 nChanged 14
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	Iteration 75Q: 3 clusters Score -4463349 nChanged 18
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	Iteration 76Q: 3 clusters Score -4463351 nChanged 19
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	Iteration 77Q: 3 clusters Score -4463359 nChanged 17
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	Iteration 78Q: 3 clusters Score -4463360 nChanged 15
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	Iteration 79Q: 3 clusters Score -4463361 nChanged 16
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	Iteration 80F: 3 clusters Score -4463360 nChanged 11
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	Iteration 81Q: 3 clusters Score -4463364 nChanged 12
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	Iteration 82Q: 3 clusters Score -4463370 nChanged 10
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	Iteration 83Q: 3 clusters Score -4463362 nChanged 9
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	Iteration 84Q: 3 clusters Score -4463366 nChanged 5
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	Iteration 85Q: 3 clusters Score -4463365 nChanged 5
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	Iteration 86Q: 3 clusters Score -4463370 nChanged 5
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	Iteration 87Q: 3 clusters Score -4463370 nChanged 1
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	Iteration 88Q: 3 clusters Score -4463374 nChanged 8
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	Iteration 89Q: 3 clusters Score -4463372 nChanged 8
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	Iteration 90Q: 3 clusters Score -4463376 nChanged 13
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	Iteration 92Q: 3 clusters Score -4463384 nChanged 18
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	Iteration 93Q: 3 clusters Score -4463392 nChanged 14
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	Iteration 94Q: 3 clusters Score -4463396 nChanged 14
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	Iteration 95Q: 3 clusters Score -4463406 nChanged 8
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	Iteration 96Q: 3 clusters Score -4463414 nChanged 8
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	Iteration 97Q: 3 clusters Score -4463414 nChanged 6
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	Iteration 98Q: 3 clusters Score -4463410 nChanged 5
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	Iteration 99Q: 3 clusters Score -4463414 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4463423.500000 Penalty: 5212.046875
	Iteration 100F: 3 clusters Score -4463424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4463422.500000 Penalty: 5212.046875
	Iteration 101Q: 3 clusters Score -4463422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4463420.000000 Penalty: 5212.046875
	Iteration 102Q: 3 clusters Score -4463420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4463423.500000 Penalty: 5212.046875
	Iteration 103Q: 3 clusters Score -4463424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4463425.000000 Penalty: 5212.046875
	Iteration 104Q: 3 clusters Score -4463425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4463428.000000 Penalty: 5212.046875
	Iteration 105Q: 3 clusters Score -4463428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4463433.500000 Penalty: 5212.046875
	Iteration 106Q: 3 clusters Score -4463434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4463429.000000 Penalty: 5212.046875
	Iteration 107Q: 3 clusters Score -4463429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4463438.500000 Penalty: 5212.046875
	Iteration 108Q: 3 clusters Score -4463438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4463434.000000 Penalty: 5212.046875
	Iteration 109Q: 3 clusters Score -4463434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4463432.500000 Penalty: 5212.046875
	Iteration 110Q: 3 clusters Score -4463432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4463435.500000 Penalty: 5212.046875
	Iteration 111Q: 3 clusters Score -4463436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4463437.500000 Penalty: 5212.046875
	Iteration 112Q: 3 clusters Score -4463438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4463445.500000 Penalty: 5212.046875
	Iteration 113Q: 3 clusters Score -4463446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4463442.000000 Penalty: 5212.046875
	Iteration 114Q: 3 clusters Score -4463442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4463445.000000 Penalty: 5212.046875
	Iteration 115Q: 3 clusters Score -4463445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4463442.500000 Penalty: 5212.046875
	Iteration 116Q: 3 clusters Score -4463442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4463442.500000 Penalty: 5212.046875
	Iteration 117F: 3 clusters Score -4463442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Entering Unmasked Estep 
Score: -1747428.250000 Penalty: 2379.878174
	Iteration 0F: 2 clusters Score -1747428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1736759.750000 Penalty: 4759.756348
	Iteration 0F: 3 clusters Score -1736760 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1740096.875000 Penalty: 4759.756348
	Iteration 1F: 3 clusters Score -1740097 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1740465.375000 Penalty: 4759.756348
	Iteration 2F: 3 clusters Score -1740465 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1740794.125000 Penalty: 4759.756348
	Iteration 3F: 3 clusters Score -1740794 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1741103.875000 Penalty: 4759.756348
	Iteration 4Q: 3 clusters Score -1741104 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1741476.875000 Penalty: 4759.756348
	Iteration 5Q: 3 clusters Score -1741477 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1741944.125000 Penalty: 4759.756348
	Iteration 6Q: 3 clusters Score -1741944 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1742530.375000 Penalty: 4759.756348
	Iteration 7F: 3 clusters Score -1742530 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1743161.750000 Penalty: 4759.756348
	Iteration 8F: 3 clusters Score -1743162 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1743724.500000 Penalty: 4759.756348
	Iteration 9Q: 3 clusters Score -1743724 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1744283.375000 Penalty: 4759.756348
	Iteration 10Q: 3 clusters Score -1744283 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1744718.375000 Penalty: 4759.756348
	Iteration 11Q: 3 clusters Score -1744718 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1745016.000000 Penalty: 4759.756348
	Iteration 12Q: 3 clusters Score -1745016 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1745202.500000 Penalty: 4759.756348
	Iteration 13Q: 3 clusters Score -1745202 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1745338.625000 Penalty: 4759.756348
	Iteration 14Q: 3 clusters Score -1745339 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1745447.500000 Penalty: 4759.756348
	Iteration 15Q: 3 clusters Score -1745448 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1745515.250000 Penalty: 4759.756348
	Iteration 16Q: 3 clusters Score -1745515 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1745567.250000 Penalty: 4759.756348
	Iteration 17Q: 3 clusters Score -1745567 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1745620.750000 Penalty: 4759.756348
	Iteration 18Q: 3 clusters Score -1745621 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1745666.125000 Penalty: 4759.756348
	Iteration 19Q: 3 clusters Score -1745666 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1745694.875000 Penalty: 4759.756348
	Iteration 20F: 3 clusters Score -1745695 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1745723.250000 Penalty: 4759.756348
	Iteration 21Q: 3 clusters Score -1745723 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1745739.375000 Penalty: 4759.756348
	Iteration 22Q: 3 clusters Score -1745739 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1745763.625000 Penalty: 4759.756348
	Iteration 23Q: 3 clusters Score -1745764 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1745787.000000 Penalty: 4759.756348
	Iteration 24Q: 3 clusters Score -1745787 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1745805.625000 Penalty: 4759.756348
	Iteration 25Q: 3 clusters Score -1745806 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1745821.000000 Penalty: 4759.756348
	Iteration 26Q: 3 clusters Score -1745821 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1745830.875000 Penalty: 4759.756348
	Iteration 27Q: 3 clusters Score -1745831 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1745845.625000 Penalty: 4759.756348
	Iteration 28Q: 3 clusters Score -1745846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1745859.000000 Penalty: 4759.756348
	Iteration 29Q: 3 clusters Score -1745859 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1745864.125000 Penalty: 4759.756348
	Iteration 30Q: 3 clusters Score -1745864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1745873.750000 Penalty: 4759.756348
	Iteration 31Q: 3 clusters Score -1745874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1745886.375000 Penalty: 4759.756348
	Iteration 32Q: 3 clusters Score -1745886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1745883.500000 Penalty: 4759.756348
	Iteration 33Q: 3 clusters Score -1745884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1745885.125000 Penalty: 4759.756348
	Iteration 34Q: 3 clusters Score -1745885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1745894.375000 Penalty: 4759.756348
	Iteration 35Q: 3 clusters Score -1745894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1745904.250000 Penalty: 4759.756348
	Iteration 36Q: 3 clusters Score -1745904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1745901.375000 Penalty: 4759.756348
	Iteration 37Q: 3 clusters Score -1745901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1745902.625000 Penalty: 4759.756348
	Iteration 38Q: 3 clusters Score -1745903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1745905.500000 Penalty: 4759.756348
	Iteration 39Q: 3 clusters Score -1745906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1745908.750000 Penalty: 4759.756348
	Iteration 40F: 3 clusters Score -1745909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1745915.250000 Penalty: 4759.756348
	Iteration 41Q: 3 clusters Score -1745915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1745918.125000 Penalty: 4759.756348
	Iteration 42Q: 3 clusters Score -1745918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1745925.375000 Penalty: 4759.756348
	Iteration 43Q: 3 clusters Score -1745925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1745921.250000 Penalty: 4759.756348
	Iteration 44Q: 3 clusters Score -1745921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1745924.250000 Penalty: 4759.756348
	Iteration 45Q: 3 clusters Score -1745924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1745921.000000 Penalty: 4759.756348
	Iteration 46Q: 3 clusters Score -1745921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1745922.500000 Penalty: 4759.756348
	Iteration 47Q: 3 clusters Score -1745922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1745929.125000 Penalty: 4759.756348
	Iteration 48Q: 3 clusters Score -1745929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1745930.875000 Penalty: 4759.756348
	Iteration 49Q: 3 clusters Score -1745931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1745931.250000 Penalty: 4759.756348
	Iteration 50Q: 3 clusters Score -1745931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1745934.000000 Penalty: 4759.756348
	Iteration 51Q: 3 clusters Score -1745934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1745931.250000 Penalty: 4759.756348
	Iteration 52Q: 3 clusters Score -1745931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1745933.375000 Penalty: 4759.756348
	Iteration 53Q: 3 clusters Score -1745933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1745935.375000 Penalty: 4759.756348
	Iteration 54Q: 3 clusters Score -1745935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1745930.250000 Penalty: 4759.756348
	Iteration 55Q: 3 clusters Score -1745930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1745933.000000 Penalty: 4759.756348
	Iteration 56Q: 3 clusters Score -1745933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1745932.875000 Penalty: 4759.756348
	Iteration 57Q: 3 clusters Score -1745933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1745936.375000 Penalty: 4759.756348
	Iteration 58Q: 3 clusters Score -1745936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1745936.250000 Penalty: 4759.756348
	Iteration 59Q: 3 clusters Score -1745936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1745938.000000 Penalty: 4759.756348
	Iteration 60F: 3 clusters Score -1745938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1745936.875000 Penalty: 4759.756348
	Iteration 61Q: 3 clusters Score -1745937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1745935.875000 Penalty: 4759.756348
	Iteration 62Q: 3 clusters Score -1745936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1745936.750000 Penalty: 4759.756348
	Iteration 63Q: 3 clusters Score -1745937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1745938.500000 Penalty: 4759.756348
	Iteration 64Q: 3 clusters Score -1745938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1745942.375000 Penalty: 4759.756348
	Iteration 65Q: 3 clusters Score -1745942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1745939.250000 Penalty: 4759.756348
	Iteration 66Q: 3 clusters Score -1745939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1745939.750000 Penalty: 4759.756348
	Iteration 67Q: 3 clusters Score -1745940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1745938.250000 Penalty: 4759.756348
	Iteration 68Q: 3 clusters Score -1745938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1745938.000000 Penalty: 4759.756348
	Iteration 69Q: 3 clusters Score -1745938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1745942.750000 Penalty: 4759.756348
	Iteration 70Q: 3 clusters Score -1745943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1745943.375000 Penalty: 4759.756348
	Iteration 71Q: 3 clusters Score -1745943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1745942.250000 Penalty: 4759.756348
	Iteration 72Q: 3 clusters Score -1745942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1745943.125000 Penalty: 4759.756348
	Iteration 73Q: 3 clusters Score -1745943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1745943.125000 Penalty: 4759.756348
	Iteration 74F: 3 clusters Score -1745943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Entering Unmasked Estep 
Score: -380578.437500 Penalty: 2051.343994
	Iteration 0F: 2 clusters Score -380578.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -376831.625000 Penalty: 4102.687988
	Iteration 0F: 3 clusters Score -376831.6 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -377822.250000 Penalty: 4102.687988
	Iteration 1F: 3 clusters Score -377822.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -378230.812500 Penalty: 4102.687988
	Iteration 2F: 3 clusters Score -378230.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -378578.343750 Penalty: 4102.687988
	Iteration 3F: 3 clusters Score -378578.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -378905.281250 Penalty: 4102.687988
	Iteration 4F: 3 clusters Score -378905.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -379095.875000 Penalty: 4102.687988
	Iteration 5F: 3 clusters Score -379095.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -379244.218750 Penalty: 4102.687988
	Iteration 6Q: 3 clusters Score -379244.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -379346.375000 Penalty: 4102.687988
	Iteration 7Q: 3 clusters Score -379346.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -379430.062500 Penalty: 4102.687988
	Iteration 8Q: 3 clusters Score -379430.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -379488.437500 Penalty: 4102.687988
	Iteration 9Q: 3 clusters Score -379488.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -379519.375000 Penalty: 4102.687988
	Iteration 10Q: 3 clusters Score -379519.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -379541.562500 Penalty: 4102.687988
	Iteration 11Q: 3 clusters Score -379541.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -379561.812500 Penalty: 4102.687988
	Iteration 12Q: 3 clusters Score -379561.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -379577.406250 Penalty: 4102.687988
	Iteration 13Q: 3 clusters Score -379577.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -379584.937500 Penalty: 4102.687988
	Iteration 14Q: 3 clusters Score -379584.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -379590.687500 Penalty: 4102.687988
	Iteration 15Q: 3 clusters Score -379590.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -379595.437500 Penalty: 4102.687988
	Iteration 16Q: 3 clusters Score -379595.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -379597.968750 Penalty: 4102.687988
	Iteration 17Q: 3 clusters Score -379598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -379602.031250 Penalty: 4102.687988
	Iteration 18Q: 3 clusters Score -379602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -379605.593750 Penalty: 4102.687988
	Iteration 19Q: 3 clusters Score -379605.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -379607.250000 Penalty: 4102.687988
	Iteration 20F: 3 clusters Score -379607.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -379608.812500 Penalty: 4102.687988
	Iteration 21Q: 3 clusters Score -379608.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -379611.062500 Penalty: 4102.687988
	Iteration 22Q: 3 clusters Score -379611.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -379612.968750 Penalty: 4102.687988
	Iteration 23Q: 3 clusters Score -379613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -379614.031250 Penalty: 4102.687988
	Iteration 24Q: 3 clusters Score -379614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -379614.281250 Penalty: 4102.687988
	Iteration 25Q: 3 clusters Score -379614.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -379616.437500 Penalty: 4102.687988
	Iteration 26Q: 3 clusters Score -379616.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -379615.875000 Penalty: 4102.687988
	Iteration 27Q: 3 clusters Score -379615.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -379615.875000 Penalty: 4102.687988
	Iteration 28F: 3 clusters Score -379615.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (77956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77956 members 
Entering Unmasked Estep 
Score: -9428698.000000 Penalty: 2793.447266
	Iteration 0F: 2 clusters Score -9428698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -9376560.000000 Penalty: 5586.894531
	Iteration 0F: 3 clusters Score -9376560 nChanged 36426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -9397160.000000 Penalty: 5586.894531
	Iteration 1F: 3 clusters Score -9397160 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -9397871.000000 Penalty: 5586.894531
	Iteration 2Q: 3 clusters Score -9397871 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -9398748.000000 Penalty: 5586.894531
	Iteration 3Q: 3 clusters Score -9398748 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -9399832.000000 Penalty: 5586.894531
	Iteration 4Q: 3 clusters Score -9399832 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -9401467.000000 Penalty: 5586.894531
	Iteration 5Q: 3 clusters Score -9401467 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -9403557.000000 Penalty: 5586.894531
	Iteration 6F: 3 clusters Score -9403557 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -9406274.000000 Penalty: 5586.894531
	Iteration 7F: 3 clusters Score -9406274 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56120 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -9409575.000000 Penalty: 5586.894531
	Iteration 8F: 3 clusters Score -9409575 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60574 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -9412777.000000 Penalty: 5586.894531
	Iteration 9F: 3 clusters Score -9412777 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64837 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -9416002.000000 Penalty: 5586.894531
	Iteration 10F: 3 clusters Score -9416002 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68570 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -9418886.000000 Penalty: 5586.894531
	Iteration 11Q: 3 clusters Score -9418886 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71782 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -9421655.000000 Penalty: 5586.894531
	Iteration 12Q: 3 clusters Score -9421655 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74247 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -9423827.000000 Penalty: 5586.894531
	Iteration 13Q: 3 clusters Score -9423827 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75782 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -9425157.000000 Penalty: 5586.894531
	Iteration 14Q: 3 clusters Score -9425157 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76636 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -9425786.000000 Penalty: 5586.894531
	Iteration 15Q: 3 clusters Score -9425786 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77054 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -9426095.000000 Penalty: 5586.894531
	Iteration 16Q: 3 clusters Score -9426095 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77247 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9426228.000000 Penalty: 5586.894531
	Iteration 17Q: 3 clusters Score -9426228 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77336 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9426293.000000 Penalty: 5586.894531
	Iteration 18Q: 3 clusters Score -9426293 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77384 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9426353.000000 Penalty: 5586.894531
	Iteration 19Q: 3 clusters Score -9426353 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77427 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9426383.000000 Penalty: 5586.894531
	Iteration 20F: 3 clusters Score -9426383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77451 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9426409.000000 Penalty: 5586.894531
	Iteration 21Q: 3 clusters Score -9426409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9426427.000000 Penalty: 5586.894531
	Iteration 22Q: 3 clusters Score -9426427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77478 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9426452.000000 Penalty: 5586.894531
	Iteration 23Q: 3 clusters Score -9426452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77489 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9426449.000000 Penalty: 5586.894531
	Iteration 24Q: 3 clusters Score -9426449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77493 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9426451.000000 Penalty: 5586.894531
	Iteration 25Q: 3 clusters Score -9426451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77496 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9426453.000000 Penalty: 5586.894531
	Iteration 26Q: 3 clusters Score -9426453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77495 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9426457.000000 Penalty: 5586.894531
	Iteration 27Q: 3 clusters Score -9426457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77495 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9426457.000000 Penalty: 5586.894531
	Iteration 28F: 3 clusters Score -9426457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -193757.703125 Penalty: 1844.864990
	Iteration 0F: 2 clusters Score -193757.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -191320.671875 Penalty: 3689.729980
	Iteration 0F: 3 clusters Score -191320.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -191828.843750 Penalty: 3689.729980
	Iteration 1F: 3 clusters Score -191828.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -192080.906250 Penalty: 3689.729980
	Iteration 2F: 3 clusters Score -192080.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -192319.515625 Penalty: 3689.729980
	Iteration 3F: 3 clusters Score -192319.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -192599.937500 Penalty: 3689.729980
	Iteration 4F: 3 clusters Score -192599.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -192901.203125 Penalty: 3689.729980
	Iteration 5F: 3 clusters Score -192901.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -193079.578125 Penalty: 3689.729980
	Iteration 6Q: 3 clusters Score -193079.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -193196.015625 Penalty: 3689.729980
	Iteration 7Q: 3 clusters Score -193196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -193250.968750 Penalty: 3689.729980
	Iteration 8Q: 3 clusters Score -193251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -193307.906250 Penalty: 3689.729980
	Iteration 9Q: 3 clusters Score -193307.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -193335.468750 Penalty: 3689.729980
	Iteration 10Q: 3 clusters Score -193335.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -193353.921875 Penalty: 3689.729980
	Iteration 11Q: 3 clusters Score -193353.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -193373.812500 Penalty: 3689.729980
	Iteration 12Q: 3 clusters Score -193373.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -193403.781250 Penalty: 3689.729980
	Iteration 13Q: 3 clusters Score -193403.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -193426.093750 Penalty: 3689.729980
	Iteration 14Q: 3 clusters Score -193426.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -193450.781250 Penalty: 3689.729980
	Iteration 15Q: 3 clusters Score -193450.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -193469.296875 Penalty: 3689.729980
	Iteration 16Q: 3 clusters Score -193469.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -193479.500000 Penalty: 3689.729980
	Iteration 17Q: 3 clusters Score -193479.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -193486.093750 Penalty: 3689.729980
	Iteration 18Q: 3 clusters Score -193486.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -193492.468750 Penalty: 3689.729980
	Iteration 19Q: 3 clusters Score -193492.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -193497.515625 Penalty: 3689.729980
	Iteration 20F: 3 clusters Score -193497.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -193504.218750 Penalty: 3689.729980
	Iteration 21Q: 3 clusters Score -193504.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -193515.000000 Penalty: 3689.729980
	Iteration 22Q: 3 clusters Score -193515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -193517.890625 Penalty: 3689.729980
	Iteration 23Q: 3 clusters Score -193517.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -193520.796875 Penalty: 3689.729980
	Iteration 24Q: 3 clusters Score -193520.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -193525.328125 Penalty: 3689.729980
	Iteration 25Q: 3 clusters Score -193525.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -193527.968750 Penalty: 3689.729980
	Iteration 26Q: 3 clusters Score -193528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -193535.109375 Penalty: 3689.729980
	Iteration 27Q: 3 clusters Score -193535.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -193542.625000 Penalty: 3689.729980
	Iteration 28Q: 3 clusters Score -193542.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -193555.140625 Penalty: 3689.729980
	Iteration 29Q: 3 clusters Score -193555.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -193561.921875 Penalty: 3689.729980
	Iteration 30Q: 3 clusters Score -193561.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -193568.812500 Penalty: 3689.729980
	Iteration 31Q: 3 clusters Score -193568.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -193572.468750 Penalty: 3689.729980
	Iteration 32Q: 3 clusters Score -193572.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -193573.265625 Penalty: 3689.729980
	Iteration 33Q: 3 clusters Score -193573.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -193573.265625 Penalty: 3689.729980
	Iteration 34F: 3 clusters Score -193573.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Entering Unmasked Estep 
Score: -308723.812500 Penalty: 1962.553223
	Iteration 0F: 2 clusters Score -308723.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -305655.687500 Penalty: 3925.106445
	Iteration 0F: 3 clusters Score -305655.7 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -306324.968750 Penalty: 3925.106445
	Iteration 1F: 3 clusters Score -306325 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -306498.312500 Penalty: 3925.106445
	Iteration 2F: 3 clusters Score -306498.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -306596.937500 Penalty: 3925.106445
	Iteration 3Q: 3 clusters Score -306596.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -306650.000000 Penalty: 3925.106445
	Iteration 4Q: 3 clusters Score -306650 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -306697.187500 Penalty: 3925.106445
	Iteration 5Q: 3 clusters Score -306697.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -306735.125000 Penalty: 3925.106445
	Iteration 6Q: 3 clusters Score -306735.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -306775.500000 Penalty: 3925.106445
	Iteration 7Q: 3 clusters Score -306775.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -306815.125000 Penalty: 3925.106445
	Iteration 8Q: 3 clusters Score -306815.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -306843.218750 Penalty: 3925.106445
	Iteration 9Q: 3 clusters Score -306843.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -306880.281250 Penalty: 3925.106445
	Iteration 10Q: 3 clusters Score -306880.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -306918.375000 Penalty: 3925.106445
	Iteration 11Q: 3 clusters Score -306918.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -306943.250000 Penalty: 3925.106445
	Iteration 12Q: 3 clusters Score -306943.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -306959.437500 Penalty: 3925.106445
	Iteration 13Q: 3 clusters Score -306959.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -306978.125000 Penalty: 3925.106445
	Iteration 14Q: 3 clusters Score -306978.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -307000.343750 Penalty: 3925.106445
	Iteration 15Q: 3 clusters Score -307000.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -307024.968750 Penalty: 3925.106445
	Iteration 16Q: 3 clusters Score -307025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -307044.093750 Penalty: 3925.106445
	Iteration 17Q: 3 clusters Score -307044.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -307061.250000 Penalty: 3925.106445
	Iteration 18Q: 3 clusters Score -307061.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -307075.312500 Penalty: 3925.106445
	Iteration 19Q: 3 clusters Score -307075.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -307082.781250 Penalty: 3925.106445
	Iteration 20F: 3 clusters Score -307082.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -307087.937500 Penalty: 3925.106445
	Iteration 21Q: 3 clusters Score -307087.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -307091.656250 Penalty: 3925.106445
	Iteration 22Q: 3 clusters Score -307091.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -307094.750000 Penalty: 3925.106445
	Iteration 23Q: 3 clusters Score -307094.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -307098.437500 Penalty: 3925.106445
	Iteration 24Q: 3 clusters Score -307098.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -307102.000000 Penalty: 3925.106445
	Iteration 25Q: 3 clusters Score -307102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -307106.625000 Penalty: 3925.106445
	Iteration 26Q: 3 clusters Score -307106.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -307129.500000 Penalty: 3925.106445
	Iteration 27Q: 3 clusters Score -307129.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -307136.343750 Penalty: 3925.106445
	Iteration 28Q: 3 clusters Score -307136.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -307143.125000 Penalty: 3925.106445
	Iteration 29Q: 3 clusters Score -307143.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -307146.906250 Penalty: 3925.106445
	Iteration 30Q: 3 clusters Score -307146.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -307149.343750 Penalty: 3925.106445
	Iteration 31Q: 3 clusters Score -307149.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -307150.750000 Penalty: 3925.106445
	Iteration 32Q: 3 clusters Score -307150.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -307154.562500 Penalty: 3925.106445
	Iteration 33Q: 3 clusters Score -307154.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -307161.937500 Penalty: 3925.106445
	Iteration 34Q: 3 clusters Score -307161.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -307165.562500 Penalty: 3925.106445
	Iteration 35Q: 3 clusters Score -307165.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -307168.218750 Penalty: 3925.106445
	Iteration 36Q: 3 clusters Score -307168.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -307171.218750 Penalty: 3925.106445
	Iteration 37Q: 3 clusters Score -307171.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -307172.187500 Penalty: 3925.106445
	Iteration 38Q: 3 clusters Score -307172.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -307172.531250 Penalty: 3925.106445
	Iteration 39Q: 3 clusters Score -307172.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -307172.531250 Penalty: 3925.106445
	Iteration 40F: 3 clusters Score -307172.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97163 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52939 members 
Mstep: Class 7 contains 15600 members 
Mstep: Class 8 contains 4175 members 
Mstep: Class 9 contains 82280 members 
Mstep: Class 10 contains 15392 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25536 members 
Mstep: Class 13 contains 17072 members 
Mstep: Class 14 contains 292362 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 12990 members 
Mstep: Class 19 contains 278401 members 
Mstep: Class 20 contains 172898 members 
Mstep: Class 21 contains 25113 members 
Mstep: Class 22 contains 36613 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77956 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620112.000000 Penalty: 94130.875000
Iteration 439Q: 28 clusters Score -1.546201e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97166 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52938 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 4175 members 
Mstep: Class 9 contains 82282 members 
Mstep: Class 10 contains 15391 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25536 members 
Mstep: Class 13 contains 17072 members 
Mstep: Class 14 contains 292366 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 12990 members 
Mstep: Class 19 contains 278382 members 
Mstep: Class 20 contains 172909 members 
Mstep: Class 21 contains 25113 members 
Mstep: Class 22 contains 36613 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77956 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620160.000000 Penalty: 94130.875000
Iteration 440F: 28 clusters Score -1.546202e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97160 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52935 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 4175 members 
Mstep: Class 9 contains 82281 members 
Mstep: Class 10 contains 15391 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 17073 members 
Mstep: Class 14 contains 292376 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 12990 members 
Mstep: Class 19 contains 278377 members 
Mstep: Class 20 contains 172916 members 
Mstep: Class 21 contains 25114 members 
Mstep: Class 22 contains 36613 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77954 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620272.000000 Penalty: 94130.875000
Iteration 441Q: 28 clusters Score -1.546203e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97153 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52932 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 4175 members 
Mstep: Class 9 contains 82281 members 
Mstep: Class 10 contains 15391 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 17072 members 
Mstep: Class 14 contains 292379 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 12991 members 
Mstep: Class 19 contains 278375 members 
Mstep: Class 20 contains 172927 members 
Mstep: Class 21 contains 25114 members 
Mstep: Class 22 contains 36613 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77953 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620240.000000 Penalty: 94130.875000
Iteration 442Q: 28 clusters Score -1.546202e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97154 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52928 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 4174 members 
Mstep: Class 9 contains 82281 members 
Mstep: Class 10 contains 15390 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 17070 members 
Mstep: Class 14 contains 292375 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12994 members 
Mstep: Class 19 contains 278391 members 
Mstep: Class 20 contains 172921 members 
Mstep: Class 21 contains 25114 members 
Mstep: Class 22 contains 36614 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77954 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620288.000000 Penalty: 94130.875000
Iteration 443Q: 28 clusters Score -1.546203e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97157 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52927 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82283 members 
Mstep: Class 10 contains 15389 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 17070 members 
Mstep: Class 14 contains 292377 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12995 members 
Mstep: Class 19 contains 278386 members 
Mstep: Class 20 contains 172922 members 
Mstep: Class 21 contains 25114 members 
Mstep: Class 22 contains 36615 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77955 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620384.000000 Penalty: 94130.875000
Iteration 444Q: 28 clusters Score -1.546204e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97157 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52928 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 4170 members 
Mstep: Class 9 contains 82286 members 
Mstep: Class 10 contains 15387 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 17070 members 
Mstep: Class 14 contains 292382 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12995 members 
Mstep: Class 19 contains 278379 members 
Mstep: Class 20 contains 172924 members 
Mstep: Class 21 contains 25113 members 
Mstep: Class 22 contains 36618 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77954 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620368.000000 Penalty: 94130.875000
Iteration 445Q: 28 clusters Score -1.546204e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97154 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52927 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 4170 members 
Mstep: Class 9 contains 82291 members 
Mstep: Class 10 contains 15386 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 17070 members 
Mstep: Class 14 contains 292382 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12994 members 
Mstep: Class 19 contains 278383 members 
Mstep: Class 20 contains 172921 members 
Mstep: Class 21 contains 25112 members 
Mstep: Class 22 contains 36621 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77954 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620240.000000 Penalty: 94130.875000
Iteration 446Q: 28 clusters Score -1.546202e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97154 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52927 members 
Mstep: Class 7 contains 15602 members 
Mstep: Class 8 contains 4171 members 
Mstep: Class 9 contains 82296 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 17070 members 
Mstep: Class 14 contains 292375 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12993 members 
Mstep: Class 19 contains 278386 members 
Mstep: Class 20 contains 172918 members 
Mstep: Class 21 contains 25113 members 
Mstep: Class 22 contains 36622 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77955 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620208.000000 Penalty: 94130.875000
Iteration 447Q: 28 clusters Score -1.546202e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97155 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52927 members 
Mstep: Class 7 contains 15603 members 
Mstep: Class 8 contains 4171 members 
Mstep: Class 9 contains 82296 members 
Mstep: Class 10 contains 15382 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 17070 members 
Mstep: Class 14 contains 292376 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12993 members 
Mstep: Class 19 contains 278390 members 
Mstep: Class 20 contains 172910 members 
Mstep: Class 21 contains 25113 members 
Mstep: Class 22 contains 36623 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77957 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620144.000000 Penalty: 94130.875000
Iteration 448Q: 28 clusters Score -1.546201e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97156 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52927 members 
Mstep: Class 7 contains 15602 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82296 members 
Mstep: Class 10 contains 15382 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25534 members 
Mstep: Class 13 contains 17070 members 
Mstep: Class 14 contains 292374 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12993 members 
Mstep: Class 19 contains 278402 members 
Mstep: Class 20 contains 172902 members 
Mstep: Class 21 contains 25114 members 
Mstep: Class 22 contains 36623 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77956 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620192.000000 Penalty: 94130.875000
Iteration 449Q: 28 clusters Score -1.546202e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97156 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52929 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 4173 members 
Mstep: Class 9 contains 82297 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25532 members 
Mstep: Class 13 contains 17072 members 
Mstep: Class 14 contains 292374 members 
Mstep: Class 15 contains 2730 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12993 members 
Mstep: Class 19 contains 278403 members 
Mstep: Class 20 contains 172895 members 
Mstep: Class 21 contains 25115 members 
Mstep: Class 22 contains 36622 members 
Mstep: Class 23 contains 14709 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77956 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620352.000000 Penalty: 94130.875000
Iteration 450Q: 28 clusters Score -1.546204e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97161 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52932 members 
Mstep: Class 7 contains 15600 members 
Mstep: Class 8 contains 4173 members 
Mstep: Class 9 contains 82300 members 
Mstep: Class 10 contains 15380 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25532 members 
Mstep: Class 13 contains 17072 members 
Mstep: Class 14 contains 292370 members 
Mstep: Class 15 contains 2731 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12992 members 
Mstep: Class 19 contains 278406 members 
Mstep: Class 20 contains 172887 members 
Mstep: Class 21 contains 25116 members 
Mstep: Class 22 contains 36622 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77956 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620272.000000 Penalty: 94130.875000
Iteration 451Q: 28 clusters Score -1.546203e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97165 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52929 members 
Mstep: Class 7 contains 15600 members 
Mstep: Class 8 contains 4173 members 
Mstep: Class 9 contains 82302 members 
Mstep: Class 10 contains 15380 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25530 members 
Mstep: Class 13 contains 17071 members 
Mstep: Class 14 contains 292373 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12991 members 
Mstep: Class 19 contains 278409 members 
Mstep: Class 20 contains 172880 members 
Mstep: Class 21 contains 25116 members 
Mstep: Class 22 contains 36624 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77955 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620288.000000 Penalty: 94130.875000
Iteration 452Q: 28 clusters Score -1.546203e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97167 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52930 members 
Mstep: Class 7 contains 15600 members 
Mstep: Class 8 contains 4173 members 
Mstep: Class 9 contains 82303 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25530 members 
Mstep: Class 13 contains 17071 members 
Mstep: Class 14 contains 292369 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12993 members 
Mstep: Class 19 contains 278402 members 
Mstep: Class 20 contains 172883 members 
Mstep: Class 21 contains 25116 members 
Mstep: Class 22 contains 36624 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77956 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620304.000000 Penalty: 94130.875000
Iteration 453Q: 28 clusters Score -1.546203e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97170 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52930 members 
Mstep: Class 7 contains 15600 members 
Mstep: Class 8 contains 4173 members 
Mstep: Class 9 contains 82309 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25530 members 
Mstep: Class 13 contains 17072 members 
Mstep: Class 14 contains 292357 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12993 members 
Mstep: Class 19 contains 278402 members 
Mstep: Class 20 contains 172886 members 
Mstep: Class 21 contains 25117 members 
Mstep: Class 22 contains 36624 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77955 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620080.000000 Penalty: 94130.875000
Iteration 454Q: 28 clusters Score -1.546201e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97170 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52930 members 
Mstep: Class 7 contains 15600 members 
Mstep: Class 8 contains 4173 members 
Mstep: Class 9 contains 82314 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25531 members 
Mstep: Class 13 contains 17073 members 
Mstep: Class 14 contains 292354 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 8559 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12992 members 
Mstep: Class 19 contains 278399 members 
Mstep: Class 20 contains 172889 members 
Mstep: Class 21 contains 25117 members 
Mstep: Class 22 contains 36624 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77953 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620144.000000 Penalty: 94130.875000
Iteration 455Q: 28 clusters Score -1.546201e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97169 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52931 members 
Mstep: Class 7 contains 15600 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82317 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25530 members 
Mstep: Class 13 contains 17073 members 
Mstep: Class 14 contains 292355 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 8558 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12990 members 
Mstep: Class 19 contains 278396 members 
Mstep: Class 20 contains 172891 members 
Mstep: Class 21 contains 25117 members 
Mstep: Class 22 contains 36625 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77954 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620064.000000 Penalty: 94130.875000
Iteration 456Q: 28 clusters Score -1.546201e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97169 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52931 members 
Mstep: Class 7 contains 15600 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82318 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25530 members 
Mstep: Class 13 contains 17070 members 
Mstep: Class 14 contains 292362 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 8557 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12990 members 
Mstep: Class 19 contains 278387 members 
Mstep: Class 20 contains 172895 members 
Mstep: Class 21 contains 25117 members 
Mstep: Class 22 contains 36625 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77955 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620112.000000 Penalty: 94130.875000
Iteration 457Q: 28 clusters Score -1.546201e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97169 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52933 members 
Mstep: Class 7 contains 15598 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82318 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25530 members 
Mstep: Class 13 contains 17068 members 
Mstep: Class 14 contains 292370 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 8557 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12990 members 
Mstep: Class 19 contains 278381 members 
Mstep: Class 20 contains 172898 members 
Mstep: Class 21 contains 25117 members 
Mstep: Class 22 contains 36625 members 
Mstep: Class 23 contains 14709 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77954 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620112.000000 Penalty: 94130.875000
Iteration 458Q: 28 clusters Score -1.546201e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97167 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52936 members 
Mstep: Class 7 contains 15599 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82319 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25530 members 
Mstep: Class 13 contains 17067 members 
Mstep: Class 14 contains 292364 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 8557 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12989 members 
Mstep: Class 19 contains 278378 members 
Mstep: Class 20 contains 172906 members 
Mstep: Class 21 contains 25117 members 
Mstep: Class 22 contains 36625 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77954 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620128.000000 Penalty: 94130.875000
Iteration 459Q: 28 clusters Score -1.546201e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97165 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52939 members 
Mstep: Class 7 contains 15599 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82320 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25530 members 
Mstep: Class 13 contains 17066 members 
Mstep: Class 14 contains 292359 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 8557 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12989 members 
Mstep: Class 19 contains 278380 members 
Mstep: Class 20 contains 172912 members 
Mstep: Class 21 contains 25117 members 
Mstep: Class 22 contains 36625 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77953 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620064.000000 Penalty: 94130.875000
Iteration 460F: 28 clusters Score -1.546201e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97163 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52937 members 
Mstep: Class 7 contains 15599 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82325 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25530 members 
Mstep: Class 13 contains 17067 members 
Mstep: Class 14 contains 292358 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 8557 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12989 members 
Mstep: Class 19 contains 278381 members 
Mstep: Class 20 contains 172913 members 
Mstep: Class 21 contains 25116 members 
Mstep: Class 22 contains 36625 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77953 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620064.000000 Penalty: 94130.875000
Iteration 461Q: 28 clusters Score -1.546201e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97162 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52936 members 
Mstep: Class 7 contains 15599 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82329 members 
Mstep: Class 10 contains 15380 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25530 members 
Mstep: Class 13 contains 17069 members 
Mstep: Class 14 contains 292355 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 8557 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12988 members 
Mstep: Class 19 contains 278381 members 
Mstep: Class 20 contains 172913 members 
Mstep: Class 21 contains 25115 members 
Mstep: Class 22 contains 36626 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77953 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620112.000000 Penalty: 94130.875000
Iteration 462Q: 28 clusters Score -1.546201e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97163 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52936 members 
Mstep: Class 7 contains 15599 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82333 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25530 members 
Mstep: Class 13 contains 17069 members 
Mstep: Class 14 contains 292351 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 8557 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12988 members 
Mstep: Class 19 contains 278377 members 
Mstep: Class 20 contains 172918 members 
Mstep: Class 21 contains 25115 members 
Mstep: Class 22 contains 36626 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77953 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620032.000000 Penalty: 94130.875000
Iteration 463Q: 28 clusters Score -1.5462e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97161 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52934 members 
Mstep: Class 7 contains 15599 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82339 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25530 members 
Mstep: Class 13 contains 17069 members 
Mstep: Class 14 contains 292351 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 8557 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12989 members 
Mstep: Class 19 contains 278366 members 
Mstep: Class 20 contains 172927 members 
Mstep: Class 21 contains 25115 members 
Mstep: Class 22 contains 36627 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77953 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620192.000000 Penalty: 94130.875000
Iteration 464Q: 28 clusters Score -1.546202e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97160 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52935 members 
Mstep: Class 7 contains 15600 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82345 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25530 members 
Mstep: Class 13 contains 17071 members 
Mstep: Class 14 contains 292359 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 8557 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12989 members 
Mstep: Class 19 contains 278349 members 
Mstep: Class 20 contains 172927 members 
Mstep: Class 21 contains 25116 members 
Mstep: Class 22 contains 36627 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77953 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620208.000000 Penalty: 94130.875000
Iteration 465Q: 28 clusters Score -1.546202e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97161 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52936 members 
Mstep: Class 7 contains 15600 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82346 members 
Mstep: Class 10 contains 15378 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25530 members 
Mstep: Class 13 contains 17071 members 
Mstep: Class 14 contains 292362 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 8557 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12989 members 
Mstep: Class 19 contains 278336 members 
Mstep: Class 20 contains 172934 members 
Mstep: Class 21 contains 25116 members 
Mstep: Class 22 contains 36627 members 
Mstep: Class 23 contains 14711 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77953 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620240.000000 Penalty: 94130.875000
Iteration 466Q: 28 clusters Score -1.546202e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97162 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52933 members 
Mstep: Class 7 contains 15600 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82349 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25530 members 
Mstep: Class 13 contains 17071 members 
Mstep: Class 14 contains 292372 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 8557 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12989 members 
Mstep: Class 19 contains 278319 members 
Mstep: Class 20 contains 172942 members 
Mstep: Class 21 contains 25116 members 
Mstep: Class 22 contains 36628 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77953 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620160.000000 Penalty: 94130.875000
Iteration 467Q: 28 clusters Score -1.546202e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97159 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52932 members 
Mstep: Class 7 contains 15600 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82352 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25529 members 
Mstep: Class 13 contains 17072 members 
Mstep: Class 14 contains 292380 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 8557 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12989 members 
Mstep: Class 19 contains 278306 members 
Mstep: Class 20 contains 172950 members 
Mstep: Class 21 contains 25116 members 
Mstep: Class 22 contains 36628 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77954 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620208.000000 Penalty: 94130.875000
Iteration 468Q: 28 clusters Score -1.546202e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97157 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52932 members 
Mstep: Class 7 contains 15600 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82351 members 
Mstep: Class 10 contains 15378 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25528 members 
Mstep: Class 13 contains 17074 members 
Mstep: Class 14 contains 292384 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 8557 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12989 members 
Mstep: Class 19 contains 278300 members 
Mstep: Class 20 contains 172955 members 
Mstep: Class 21 contains 25116 members 
Mstep: Class 22 contains 36627 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77954 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620224.000000 Penalty: 94130.875000
Iteration 469Q: 28 clusters Score -1.546202e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97158 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52933 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82349 members 
Mstep: Class 10 contains 15375 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25527 members 
Mstep: Class 13 contains 17073 members 
Mstep: Class 14 contains 292387 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 8557 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12990 members 
Mstep: Class 19 contains 278298 members 
Mstep: Class 20 contains 172958 members 
Mstep: Class 21 contains 25116 members 
Mstep: Class 22 contains 36629 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77952 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620272.000000 Penalty: 94130.875000
Iteration 470Q: 28 clusters Score -1.546203e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97158 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52932 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82349 members 
Mstep: Class 10 contains 15376 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25525 members 
Mstep: Class 13 contains 17073 members 
Mstep: Class 14 contains 292391 members 
Mstep: Class 15 contains 2734 members 
Mstep: Class 16 contains 8557 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12990 members 
Mstep: Class 19 contains 278297 members 
Mstep: Class 20 contains 172957 members 
Mstep: Class 21 contains 25116 members 
Mstep: Class 22 contains 36629 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77951 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620192.000000 Penalty: 94130.875000
Iteration 471Q: 28 clusters Score -1.546202e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97156 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52931 members 
Mstep: Class 7 contains 15602 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82350 members 
Mstep: Class 10 contains 15376 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25523 members 
Mstep: Class 13 contains 17072 members 
Mstep: Class 14 contains 292397 members 
Mstep: Class 15 contains 2736 members 
Mstep: Class 16 contains 8557 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12992 members 
Mstep: Class 19 contains 278290 members 
Mstep: Class 20 contains 172961 members 
Mstep: Class 21 contains 25116 members 
Mstep: Class 22 contains 36629 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 77949 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620160.000000 Penalty: 94130.875000
Iteration 472Q: 28 clusters Score -1.546202e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97155 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52930 members 
Mstep: Class 7 contains 15602 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82353 members 
Mstep: Class 10 contains 15376 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25522 members 
Mstep: Class 13 contains 17072 members 
Mstep: Class 14 contains 292400 members 
Mstep: Class 15 contains 2737 members 
Mstep: Class 16 contains 8556 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12992 members 
Mstep: Class 19 contains 278283 members 
Mstep: Class 20 contains 172963 members 
Mstep: Class 21 contains 25116 members 
Mstep: Class 22 contains 36631 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77950 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620112.000000 Penalty: 94130.875000
Iteration 473Q: 28 clusters Score -1.546201e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97155 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52930 members 
Mstep: Class 7 contains 15602 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82355 members 
Mstep: Class 10 contains 15376 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17071 members 
Mstep: Class 14 contains 292404 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8556 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12992 members 
Mstep: Class 19 contains 278276 members 
Mstep: Class 20 contains 172968 members 
Mstep: Class 21 contains 25116 members 
Mstep: Class 22 contains 36631 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77948 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620016.000000 Penalty: 94130.875000
Iteration 474Q: 28 clusters Score -1.5462e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97154 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52929 members 
Mstep: Class 7 contains 15602 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82357 members 
Mstep: Class 10 contains 15376 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17070 members 
Mstep: Class 14 contains 292410 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12992 members 
Mstep: Class 19 contains 278269 members 
Mstep: Class 20 contains 172970 members 
Mstep: Class 21 contains 25115 members 
Mstep: Class 22 contains 36631 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77951 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620160.000000 Penalty: 94130.875000
Iteration 475Q: 28 clusters Score -1.546202e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97150 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52929 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82359 members 
Mstep: Class 10 contains 15376 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17071 members 
Mstep: Class 14 contains 292410 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12993 members 
Mstep: Class 19 contains 278264 members 
Mstep: Class 20 contains 172973 members 
Mstep: Class 21 contains 25115 members 
Mstep: Class 22 contains 36630 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77954 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620192.000000 Penalty: 94130.875000
Iteration 476Q: 28 clusters Score -1.546202e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97149 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52930 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82363 members 
Mstep: Class 10 contains 15376 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17074 members 
Mstep: Class 14 contains 292410 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12993 members 
Mstep: Class 19 contains 278254 members 
Mstep: Class 20 contains 172978 members 
Mstep: Class 21 contains 25114 members 
Mstep: Class 22 contains 36630 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77953 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620208.000000 Penalty: 94130.875000
Iteration 477Q: 28 clusters Score -1.546202e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97148 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52931 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82364 members 
Mstep: Class 10 contains 15376 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17076 members 
Mstep: Class 14 contains 292412 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12993 members 
Mstep: Class 19 contains 278246 members 
Mstep: Class 20 contains 172979 members 
Mstep: Class 21 contains 25114 members 
Mstep: Class 22 contains 36630 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77952 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620208.000000 Penalty: 94130.875000
Iteration 478Q: 28 clusters Score -1.546202e+08 nChanged 61
Entering ConstructFrom: 
Score: -154620208.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (23586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Entering Unmasked Estep 
Score: -2948844.750000 Penalty: 2496.965332
	Iteration 0F: 2 clusters Score -2948845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2932436.750000 Penalty: 4993.930664
	Iteration 0F: 3 clusters Score -2932437 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2938079.750000 Penalty: 4993.930664
	Iteration 1F: 3 clusters Score -2938080 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2938603.500000 Penalty: 4993.930664
	Iteration 2F: 3 clusters Score -2938604 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2939086.750000 Penalty: 4993.930664
	Iteration 3F: 3 clusters Score -2939087 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2939594.750000 Penalty: 4993.930664
	Iteration 4Q: 3 clusters Score -2939595 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2940153.750000 Penalty: 4993.930664
	Iteration 5Q: 3 clusters Score -2940154 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2940786.500000 Penalty: 4993.930664
	Iteration 6Q: 3 clusters Score -2940786 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2941562.750000 Penalty: 4993.930664
	Iteration 7Q: 3 clusters Score -2941563 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2942498.250000 Penalty: 4993.930664
	Iteration 8F: 3 clusters Score -2942498 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2943568.750000 Penalty: 4993.930664
	Iteration 9F: 3 clusters Score -2943569 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2944552.500000 Penalty: 4993.930664
	Iteration 10F: 3 clusters Score -2944552 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2945312.500000 Penalty: 4993.930664
	Iteration 11Q: 3 clusters Score -2945312 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2945732.750000 Penalty: 4993.930664
	Iteration 12Q: 3 clusters Score -2945733 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2945957.500000 Penalty: 4993.930664
	Iteration 13Q: 3 clusters Score -2945958 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2946063.750000 Penalty: 4993.930664
	Iteration 14Q: 3 clusters Score -2946064 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2946120.250000 Penalty: 4993.930664
	Iteration 15Q: 3 clusters Score -2946120 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2946167.000000 Penalty: 4993.930664
	Iteration 16Q: 3 clusters Score -2946167 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2946185.250000 Penalty: 4993.930664
	Iteration 17Q: 3 clusters Score -2946185 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2946222.000000 Penalty: 4993.930664
	Iteration 18Q: 3 clusters Score -2946222 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2946242.750000 Penalty: 4993.930664
	Iteration 19Q: 3 clusters Score -2946243 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2946255.500000 Penalty: 4993.930664
	Iteration 20F: 3 clusters Score -2946256 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2946268.750000 Penalty: 4993.930664
	Iteration 21Q: 3 clusters Score -2946269 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2946281.750000 Penalty: 4993.930664
	Iteration 22Q: 3 clusters Score -2946282 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2946287.750000 Penalty: 4993.930664
	Iteration 23Q: 3 clusters Score -2946288 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2946294.750000 Penalty: 4993.930664
	Iteration 24Q: 3 clusters Score -2946295 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2946294.750000 Penalty: 4993.930664
	Iteration 25Q: 3 clusters Score -2946295 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2946295.750000 Penalty: 4993.930664
	Iteration 26Q: 3 clusters Score -2946296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2946296.250000 Penalty: 4993.930664
	Iteration 27Q: 3 clusters Score -2946296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2946297.000000 Penalty: 4993.930664
	Iteration 28Q: 3 clusters Score -2946297 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2946305.000000 Penalty: 4993.930664
	Iteration 29Q: 3 clusters Score -2946305 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2946312.000000 Penalty: 4993.930664
	Iteration 30Q: 3 clusters Score -2946312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2946313.000000 Penalty: 4993.930664
	Iteration 31Q: 3 clusters Score -2946313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2946311.500000 Penalty: 4993.930664
	Iteration 32Q: 3 clusters Score -2946312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2946319.500000 Penalty: 4993.930664
	Iteration 33Q: 3 clusters Score -2946320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2946321.500000 Penalty: 4993.930664
	Iteration 34Q: 3 clusters Score -2946322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2946323.500000 Penalty: 4993.930664
	Iteration 35Q: 3 clusters Score -2946324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2946316.250000 Penalty: 4993.930664
	Iteration 36Q: 3 clusters Score -2946316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2946316.750000 Penalty: 4993.930664
	Iteration 37Q: 3 clusters Score -2946317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2946314.750000 Penalty: 4993.930664
	Iteration 38Q: 3 clusters Score -2946315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2946320.250000 Penalty: 4993.930664
	Iteration 39Q: 3 clusters Score -2946320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2946319.000000 Penalty: 4993.930664
	Iteration 40F: 3 clusters Score -2946319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2946320.750000 Penalty: 4993.930664
	Iteration 41Q: 3 clusters Score -2946321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2946316.500000 Penalty: 4993.930664
	Iteration 42Q: 3 clusters Score -2946316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2946315.750000 Penalty: 4993.930664
	Iteration 43Q: 3 clusters Score -2946316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2946315.000000 Penalty: 4993.930664
	Iteration 44Q: 3 clusters Score -2946315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2946319.500000 Penalty: 4993.930664
	Iteration 45Q: 3 clusters Score -2946320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2946320.500000 Penalty: 4993.930664
	Iteration 46Q: 3 clusters Score -2946320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2946318.500000 Penalty: 4993.930664
	Iteration 47Q: 3 clusters Score -2946318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2946319.250000 Penalty: 4993.930664
	Iteration 48Q: 3 clusters Score -2946319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2946319.000000 Penalty: 4993.930664
	Iteration 49Q: 3 clusters Score -2946319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2946320.500000 Penalty: 4993.930664
	Iteration 50Q: 3 clusters Score -2946320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2946316.750000 Penalty: 4993.930664
	Iteration 51Q: 3 clusters Score -2946317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2946318.250000 Penalty: 4993.930664
	Iteration 52Q: 3 clusters Score -2946318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2946317.500000 Penalty: 4993.930664
	Iteration 53Q: 3 clusters Score -2946318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2946318.500000 Penalty: 4993.930664
	Iteration 54Q: 3 clusters Score -2946318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2946316.250000 Penalty: 4993.930664
	Iteration 55Q: 3 clusters Score -2946316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2946322.750000 Penalty: 4993.930664
	Iteration 56Q: 3 clusters Score -2946323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2946323.250000 Penalty: 4993.930664
	Iteration 57Q: 3 clusters Score -2946323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2946322.000000 Penalty: 4993.930664
	Iteration 58Q: 3 clusters Score -2946322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2946328.750000 Penalty: 4993.930664
	Iteration 59Q: 3 clusters Score -2946329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2946330.250000 Penalty: 4993.930664
	Iteration 60F: 3 clusters Score -2946330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2946333.750000 Penalty: 4993.930664
	Iteration 61Q: 3 clusters Score -2946334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2946336.000000 Penalty: 4993.930664
	Iteration 62Q: 3 clusters Score -2946336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2946337.500000 Penalty: 4993.930664
	Iteration 63Q: 3 clusters Score -2946338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2946331.250000 Penalty: 4993.930664
	Iteration 64Q: 3 clusters Score -2946331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2946335.000000 Penalty: 4993.930664
	Iteration 65Q: 3 clusters Score -2946335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2946336.000000 Penalty: 4993.930664
	Iteration 66Q: 3 clusters Score -2946336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2946340.000000 Penalty: 4993.930664
	Iteration 67Q: 3 clusters Score -2946340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2946344.500000 Penalty: 4993.930664
	Iteration 68Q: 3 clusters Score -2946344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2946349.750000 Penalty: 4993.930664
	Iteration 69Q: 3 clusters Score -2946350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2946352.500000 Penalty: 4993.930664
	Iteration 70Q: 3 clusters Score -2946352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2946353.500000 Penalty: 4993.930664
	Iteration 71Q: 3 clusters Score -2946354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2946358.250000 Penalty: 4993.930664
	Iteration 72Q: 3 clusters Score -2946358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2946358.500000 Penalty: 4993.930664
	Iteration 73Q: 3 clusters Score -2946358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2946355.750000 Penalty: 4993.930664
	Iteration 74Q: 3 clusters Score -2946356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2946353.750000 Penalty: 4993.930664
	Iteration 75Q: 3 clusters Score -2946354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2946353.750000 Penalty: 4993.930664
	Iteration 76Q: 3 clusters Score -2946354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2946354.500000 Penalty: 4993.930664
	Iteration 77Q: 3 clusters Score -2946354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2946351.750000 Penalty: 4993.930664
	Iteration 78Q: 3 clusters Score -2946352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2946352.250000 Penalty: 4993.930664
	Iteration 79Q: 3 clusters Score -2946352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2946348.250000 Penalty: 4993.930664
	Iteration 80F: 3 clusters Score -2946348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2946354.750000 Penalty: 4993.930664
	Iteration 81Q: 3 clusters Score -2946355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2946359.250000 Penalty: 4993.930664
	Iteration 82Q: 3 clusters Score -2946359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2946357.250000 Penalty: 4993.930664
	Iteration 83Q: 3 clusters Score -2946357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2946357.750000 Penalty: 4993.930664
	Iteration 84Q: 3 clusters Score -2946358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2946361.750000 Penalty: 4993.930664
	Iteration 85Q: 3 clusters Score -2946362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2946363.000000 Penalty: 4993.930664
	Iteration 86Q: 3 clusters Score -2946363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2946368.000000 Penalty: 4993.930664
	Iteration 87Q: 3 clusters Score -2946368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2946372.250000 Penalty: 4993.930664
	Iteration 88Q: 3 clusters Score -2946372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2946370.750000 Penalty: 4993.930664
	Iteration 89Q: 3 clusters Score -2946371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2946371.250000 Penalty: 4993.930664
	Iteration 90Q: 3 clusters Score -2946371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2946374.250000 Penalty: 4993.930664
	Iteration 91Q: 3 clusters Score -2946374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2946367.000000 Penalty: 4993.930664
	Iteration 92Q: 3 clusters Score -2946367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2946372.000000 Penalty: 4993.930664
	Iteration 93Q: 3 clusters Score -2946372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2946367.500000 Penalty: 4993.930664
	Iteration 94Q: 3 clusters Score -2946368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2946373.000000 Penalty: 4993.930664
	Iteration 95Q: 3 clusters Score -2946373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2946369.000000 Penalty: 4993.930664
	Iteration 96Q: 3 clusters Score -2946369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2946375.000000 Penalty: 4993.930664
	Iteration 97Q: 3 clusters Score -2946375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2946375.750000 Penalty: 4993.930664
	Iteration 98Q: 3 clusters Score -2946376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2946381.000000 Penalty: 4993.930664
	Iteration 99Q: 3 clusters Score -2946381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2946383.000000 Penalty: 4993.930664
	Iteration 100F: 3 clusters Score -2946383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2946384.750000 Penalty: 4993.930664
	Iteration 101Q: 3 clusters Score -2946385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2946387.000000 Penalty: 4993.930664
	Iteration 102Q: 3 clusters Score -2946387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2946382.000000 Penalty: 4993.930664
	Iteration 103Q: 3 clusters Score -2946382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2946384.250000 Penalty: 4993.930664
	Iteration 104Q: 3 clusters Score -2946384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2946385.000000 Penalty: 4993.930664
	Iteration 105Q: 3 clusters Score -2946385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2946382.750000 Penalty: 4993.930664
	Iteration 106Q: 3 clusters Score -2946383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2946382.750000 Penalty: 4993.930664
	Iteration 107F: 3 clusters Score -2946383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -51512.027344 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -51512.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50062.808594 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -50062.81 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50273.894531 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -50273.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50366.839844 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -50366.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -50493.546875 Penalty: 3063.229980
	Iteration 3F: 3 clusters Score -50493.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -50632.320312 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -50632.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -50739.902344 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -50739.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -50794.250000 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -50794.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -50841.289062 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -50841.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -50861.125000 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -50861.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -50875.503906 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -50875.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -50898.886719 Penalty: 3063.229980
	Iteration 10Q: 3 clusters Score -50898.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -50926.410156 Penalty: 3063.229980
	Iteration 11Q: 3 clusters Score -50926.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -50936.042969 Penalty: 3063.229980
	Iteration 12Q: 3 clusters Score -50936.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -50949.199219 Penalty: 3063.229980
	Iteration 13Q: 3 clusters Score -50949.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -50957.601562 Penalty: 3063.229980
	Iteration 14Q: 3 clusters Score -50957.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -50961.906250 Penalty: 3063.229980
	Iteration 15Q: 3 clusters Score -50961.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -50961.906250 Penalty: 3063.229980
	Iteration 16F: 3 clusters Score -50961.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -230383.625000 Penalty: 1889.448120
	Iteration 0F: 2 clusters Score -230383.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -227811.625000 Penalty: 3778.896240
	Iteration 0F: 3 clusters Score -227811.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -228473.656250 Penalty: 3778.896240
	Iteration 1F: 3 clusters Score -228473.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -228702.593750 Penalty: 3778.896240
	Iteration 2F: 3 clusters Score -228702.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -228862.953125 Penalty: 3778.896240
	Iteration 3F: 3 clusters Score -228863 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -228998.796875 Penalty: 3778.896240
	Iteration 4F: 3 clusters Score -228998.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -229087.265625 Penalty: 3778.896240
	Iteration 5Q: 3 clusters Score -229087.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -229170.531250 Penalty: 3778.896240
	Iteration 6Q: 3 clusters Score -229170.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -229235.703125 Penalty: 3778.896240
	Iteration 7Q: 3 clusters Score -229235.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -229292.406250 Penalty: 3778.896240
	Iteration 8Q: 3 clusters Score -229292.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -229331.906250 Penalty: 3778.896240
	Iteration 9Q: 3 clusters Score -229331.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -229362.140625 Penalty: 3778.896240
	Iteration 10Q: 3 clusters Score -229362.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -229386.437500 Penalty: 3778.896240
	Iteration 11Q: 3 clusters Score -229386.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -229403.062500 Penalty: 3778.896240
	Iteration 12Q: 3 clusters Score -229403.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -229423.656250 Penalty: 3778.896240
	Iteration 13Q: 3 clusters Score -229423.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -229444.781250 Penalty: 3778.896240
	Iteration 14Q: 3 clusters Score -229444.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -229458.578125 Penalty: 3778.896240
	Iteration 15Q: 3 clusters Score -229458.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -229466.750000 Penalty: 3778.896240
	Iteration 16Q: 3 clusters Score -229466.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -229475.781250 Penalty: 3778.896240
	Iteration 17Q: 3 clusters Score -229475.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -229477.593750 Penalty: 3778.896240
	Iteration 18Q: 3 clusters Score -229477.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -229479.437500 Penalty: 3778.896240
	Iteration 19Q: 3 clusters Score -229479.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -229496.578125 Penalty: 3778.896240
	Iteration 20F: 3 clusters Score -229496.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -229525.234375 Penalty: 3778.896240
	Iteration 21Q: 3 clusters Score -229525.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -229538.890625 Penalty: 3778.896240
	Iteration 22Q: 3 clusters Score -229538.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -229539.984375 Penalty: 3778.896240
	Iteration 23Q: 3 clusters Score -229540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -229541.187500 Penalty: 3778.896240
	Iteration 24Q: 3 clusters Score -229541.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -229542.109375 Penalty: 3778.896240
	Iteration 25Q: 3 clusters Score -229542.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -229542.890625 Penalty: 3778.896240
	Iteration 26Q: 3 clusters Score -229542.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -229542.890625 Penalty: 3778.896240
	Iteration 27F: 3 clusters Score -229542.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (97143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97143 members 
Entering Unmasked Estep 
Score: -12217576.000000 Penalty: 2848.016846
	Iteration 0F: 2 clusters Score -1.221758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -12152716.000000 Penalty: 5696.033691
	Iteration 0F: 3 clusters Score -1.215272e+07 nChanged 45928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -12178731.000000 Penalty: 5696.033691
	Iteration 1F: 3 clusters Score -1.217873e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -12179413.000000 Penalty: 5696.033691
	Iteration 2Q: 3 clusters Score -1.217941e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -12180051.000000 Penalty: 5696.033691
	Iteration 3Q: 3 clusters Score -1.218005e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -12180828.000000 Penalty: 5696.033691
	Iteration 4Q: 3 clusters Score -1.218083e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -12181497.000000 Penalty: 5696.033691
	Iteration 5Q: 3 clusters Score -1.21815e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -12182371.000000 Penalty: 5696.033691
	Iteration 6Q: 3 clusters Score -1.218237e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -12183384.000000 Penalty: 5696.033691
	Iteration 7Q: 3 clusters Score -1.218338e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54142 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -12184661.000000 Penalty: 5696.033691
	Iteration 8Q: 3 clusters Score -1.218466e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -12186558.000000 Penalty: 5696.033691
	Iteration 9Q: 3 clusters Score -1.218656e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59478 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -12188996.000000 Penalty: 5696.033691
	Iteration 10Q: 3 clusters Score -1.2189e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63072 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -12192142.000000 Penalty: 5696.033691
	Iteration 11F: 3 clusters Score -1.219214e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66960 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -12195912.000000 Penalty: 5696.033691
	Iteration 12F: 3 clusters Score -1.219591e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70532 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -12199248.000000 Penalty: 5696.033691
	Iteration 13F: 3 clusters Score -1.219925e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73468 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -12201860.000000 Penalty: 5696.033691
	Iteration 14Q: 3 clusters Score -1.220186e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -12203640.000000 Penalty: 5696.033691
	Iteration 15Q: 3 clusters Score -1.220364e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78071 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -12204996.000000 Penalty: 5696.033691
	Iteration 16Q: 3 clusters Score -1.2205e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80125 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -12206093.000000 Penalty: 5696.033691
	Iteration 17Q: 3 clusters Score -1.220609e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82119 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -12207181.000000 Penalty: 5696.033691
	Iteration 18Q: 3 clusters Score -1.220718e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84046 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -12208147.000000 Penalty: 5696.033691
	Iteration 19Q: 3 clusters Score -1.220815e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85894 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -12209192.000000 Penalty: 5696.033691
	Iteration 20F: 3 clusters Score -1.220919e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87634 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -12210152.000000 Penalty: 5696.033691
	Iteration 21Q: 3 clusters Score -1.221015e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89223 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -12211057.000000 Penalty: 5696.033691
	Iteration 22Q: 3 clusters Score -1.221106e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90664 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -12211908.000000 Penalty: 5696.033691
	Iteration 23Q: 3 clusters Score -1.221191e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91874 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -12212656.000000 Penalty: 5696.033691
	Iteration 24Q: 3 clusters Score -1.221266e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92862 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -12213259.000000 Penalty: 5696.033691
	Iteration 25Q: 3 clusters Score -1.221326e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -12213699.000000 Penalty: 5696.033691
	Iteration 26Q: 3 clusters Score -1.22137e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94334 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -12214027.000000 Penalty: 5696.033691
	Iteration 27Q: 3 clusters Score -1.221403e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94827 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -12214316.000000 Penalty: 5696.033691
	Iteration 28Q: 3 clusters Score -1.221432e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95217 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -12214551.000000 Penalty: 5696.033691
	Iteration 29Q: 3 clusters Score -1.221455e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95478 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -12214748.000000 Penalty: 5696.033691
	Iteration 30Q: 3 clusters Score -1.221475e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95676 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -12214847.000000 Penalty: 5696.033691
	Iteration 31Q: 3 clusters Score -1.221485e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95805 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -12214915.000000 Penalty: 5696.033691
	Iteration 32Q: 3 clusters Score -1.221492e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95907 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -12214970.000000 Penalty: 5696.033691
	Iteration 33Q: 3 clusters Score -1.221497e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95977 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -12215030.000000 Penalty: 5696.033691
	Iteration 34Q: 3 clusters Score -1.221503e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96029 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -12215050.000000 Penalty: 5696.033691
	Iteration 35Q: 3 clusters Score -1.221505e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96078 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -12215089.000000 Penalty: 5696.033691
	Iteration 36Q: 3 clusters Score -1.221509e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96123 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -12215110.000000 Penalty: 5696.033691
	Iteration 37Q: 3 clusters Score -1.221511e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96166 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -12215124.000000 Penalty: 5696.033691
	Iteration 38Q: 3 clusters Score -1.221512e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96199 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -12215136.000000 Penalty: 5696.033691
	Iteration 39Q: 3 clusters Score -1.221514e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96230 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -12215173.000000 Penalty: 5696.033691
	Iteration 40F: 3 clusters Score -1.221517e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96248 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -12215188.000000 Penalty: 5696.033691
	Iteration 41Q: 3 clusters Score -1.221519e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96262 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -12215188.000000 Penalty: 5696.033691
	Iteration 42Q: 3 clusters Score -1.221519e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96271 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -12215193.000000 Penalty: 5696.033691
	Iteration 43Q: 3 clusters Score -1.221519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96279 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -12215204.000000 Penalty: 5696.033691
	Iteration 44Q: 3 clusters Score -1.22152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96288 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -12215208.000000 Penalty: 5696.033691
	Iteration 45Q: 3 clusters Score -1.221521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96295 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -12215206.000000 Penalty: 5696.033691
	Iteration 46Q: 3 clusters Score -1.221521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96297 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -12215206.000000 Penalty: 5696.033691
	Iteration 47Q: 3 clusters Score -1.221521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96299 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -12215201.000000 Penalty: 5696.033691
	Iteration 48Q: 3 clusters Score -1.22152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96302 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -12215207.000000 Penalty: 5696.033691
	Iteration 49Q: 3 clusters Score -1.221521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96305 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -12215205.000000 Penalty: 5696.033691
	Iteration 50Q: 3 clusters Score -1.22152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96308 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -12215203.000000 Penalty: 5696.033691
	Iteration 51Q: 3 clusters Score -1.22152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96311 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -12215194.000000 Penalty: 5696.033691
	Iteration 52Q: 3 clusters Score -1.221519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96316 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -12215209.000000 Penalty: 5696.033691
	Iteration 53Q: 3 clusters Score -1.221521e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96320 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -12215203.000000 Penalty: 5696.033691
	Iteration 54Q: 3 clusters Score -1.22152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96328 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -12215219.000000 Penalty: 5696.033691
	Iteration 55Q: 3 clusters Score -1.221522e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96340 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -12215214.000000 Penalty: 5696.033691
	Iteration 56Q: 3 clusters Score -1.221521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96347 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -12215209.000000 Penalty: 5696.033691
	Iteration 57Q: 3 clusters Score -1.221521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96353 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -12215209.000000 Penalty: 5696.033691
	Iteration 58Q: 3 clusters Score -1.221521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96359 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -12215219.000000 Penalty: 5696.033691
	Iteration 59Q: 3 clusters Score -1.221522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96366 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -12215207.000000 Penalty: 5696.033691
	Iteration 60F: 3 clusters Score -1.221521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96371 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -12215222.000000 Penalty: 5696.033691
	Iteration 61Q: 3 clusters Score -1.221522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96378 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -12215226.000000 Penalty: 5696.033691
	Iteration 62Q: 3 clusters Score -1.221523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96385 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -12215237.000000 Penalty: 5696.033691
	Iteration 63Q: 3 clusters Score -1.221524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96389 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -12215238.000000 Penalty: 5696.033691
	Iteration 64Q: 3 clusters Score -1.221524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96391 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -12215241.000000 Penalty: 5696.033691
	Iteration 65Q: 3 clusters Score -1.221524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96395 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -12215252.000000 Penalty: 5696.033691
	Iteration 66Q: 3 clusters Score -1.221525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96398 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -12215251.000000 Penalty: 5696.033691
	Iteration 67Q: 3 clusters Score -1.221525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96400 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -12215258.000000 Penalty: 5696.033691
	Iteration 68Q: 3 clusters Score -1.221526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96403 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -12215252.000000 Penalty: 5696.033691
	Iteration 69Q: 3 clusters Score -1.221525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96405 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -12215256.000000 Penalty: 5696.033691
	Iteration 70Q: 3 clusters Score -1.221526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96408 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -12215267.000000 Penalty: 5696.033691
	Iteration 71Q: 3 clusters Score -1.221527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96410 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12215268.000000 Penalty: 5696.033691
	Iteration 72Q: 3 clusters Score -1.221527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96411 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -12215267.000000 Penalty: 5696.033691
	Iteration 73Q: 3 clusters Score -1.221527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96412 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -12215263.000000 Penalty: 5696.033691
	Iteration 74Q: 3 clusters Score -1.221526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96413 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -12215262.000000 Penalty: 5696.033691
	Iteration 75Q: 3 clusters Score -1.221526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96414 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -12215263.000000 Penalty: 5696.033691
	Iteration 76Q: 3 clusters Score -1.221526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96414 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -12215266.000000 Penalty: 5696.033691
	Iteration 77Q: 3 clusters Score -1.221527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -12215260.000000 Penalty: 5696.033691
	Iteration 78Q: 3 clusters Score -1.221526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96416 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -12215261.000000 Penalty: 5696.033691
	Iteration 79Q: 3 clusters Score -1.221526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96416 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -12215261.000000 Penalty: 5696.033691
	Iteration 80F: 3 clusters Score -1.221526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -38523.105469 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -38523.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37230.296875 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -37230.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -37635.296875 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -37635.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -37903.378906 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -37903.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38094.101562 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -38094.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38422.214844 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -38422.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38699.292969 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -38699.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -38742.437500 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -38742.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -38765.714844 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -38765.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -38808.109375 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -38808.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -38904.527344 Penalty: 2950.225586
	Iteration 9Q: 3 clusters Score -38904.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -38904.527344 Penalty: 2950.225586
	Iteration 10F: 3 clusters Score -38904.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97143 members 
Mstep: Class 5 contains 97 members 
Mstep: Class 6 contains 52930 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82364 members 
Mstep: Class 10 contains 15377 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17076 members 
Mstep: Class 14 contains 292405 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12993 members 
Mstep: Class 19 contains 278255 members 
Mstep: Class 20 contains 172982 members 
Mstep: Class 21 contains 25114 members 
Mstep: Class 22 contains 36630 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77951 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2731 members 
Mstep: Class 28 contains 286 members 
Entering Unmasked Estep 
Score: -154618432.000000 Penalty: 97617.203125
Splitting cluster 5 changes total score from -154620208.000000 to -154618432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (52930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52930 members 
Entering Unmasked Estep 
Score: -6660931.000000 Penalty: 2697.427734
	Iteration 0F: 2 clusters Score -6660931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -6625345.000000 Penalty: 5394.855469
	Iteration 0F: 3 clusters Score -6625345 nChanged 24456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -6638833.500000 Penalty: 5394.855469
	Iteration 1F: 3 clusters Score -6638834 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -6639412.000000 Penalty: 5394.855469
	Iteration 2Q: 3 clusters Score -6639412 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -6640032.000000 Penalty: 5394.855469
	Iteration 3Q: 3 clusters Score -6640032 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -6640892.000000 Penalty: 5394.855469
	Iteration 4Q: 3 clusters Score -6640892 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -6642108.500000 Penalty: 5394.855469
	Iteration 5Q: 3 clusters Score -6642108 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -6643906.000000 Penalty: 5394.855469
	Iteration 6F: 3 clusters Score -6643906 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -6646215.000000 Penalty: 5394.855469
	Iteration 7F: 3 clusters Score -6646215 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -6649012.500000 Penalty: 5394.855469
	Iteration 8F: 3 clusters Score -6649012 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -6651870.000000 Penalty: 5394.855469
	Iteration 9F: 3 clusters Score -6651870 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -6654063.500000 Penalty: 5394.855469
	Iteration 10F: 3 clusters Score -6654064 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -6655278.000000 Penalty: 5394.855469
	Iteration 11Q: 3 clusters Score -6655278 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -6655870.500000 Penalty: 5394.855469
	Iteration 12Q: 3 clusters Score -6655870 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -6656267.500000 Penalty: 5394.855469
	Iteration 13Q: 3 clusters Score -6656268 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -6656518.000000 Penalty: 5394.855469
	Iteration 14Q: 3 clusters Score -6656518 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -6656710.500000 Penalty: 5394.855469
	Iteration 15Q: 3 clusters Score -6656710 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -6656912.000000 Penalty: 5394.855469
	Iteration 16Q: 3 clusters Score -6656912 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -6657107.000000 Penalty: 5394.855469
	Iteration 17Q: 3 clusters Score -6657107 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -6657243.500000 Penalty: 5394.855469
	Iteration 18Q: 3 clusters Score -6657244 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -6657346.500000 Penalty: 5394.855469
	Iteration 19Q: 3 clusters Score -6657346 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -6657420.000000 Penalty: 5394.855469
	Iteration 20F: 3 clusters Score -6657420 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -6657537.500000 Penalty: 5394.855469
	Iteration 21Q: 3 clusters Score -6657538 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -6657659.500000 Penalty: 5394.855469
	Iteration 22Q: 3 clusters Score -6657660 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -6657715.500000 Penalty: 5394.855469
	Iteration 23Q: 3 clusters Score -6657716 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -6657763.500000 Penalty: 5394.855469
	Iteration 24Q: 3 clusters Score -6657764 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -6657836.000000 Penalty: 5394.855469
	Iteration 25Q: 3 clusters Score -6657836 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -6657947.500000 Penalty: 5394.855469
	Iteration 26Q: 3 clusters Score -6657948 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -6658013.000000 Penalty: 5394.855469
	Iteration 27Q: 3 clusters Score -6658013 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -6658066.000000 Penalty: 5394.855469
	Iteration 28Q: 3 clusters Score -6658066 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -6658134.500000 Penalty: 5394.855469
	Iteration 29Q: 3 clusters Score -6658134 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -6658210.000000 Penalty: 5394.855469
	Iteration 30Q: 3 clusters Score -6658210 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -6658263.500000 Penalty: 5394.855469
	Iteration 31Q: 3 clusters Score -6658264 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -6658319.000000 Penalty: 5394.855469
	Iteration 32Q: 3 clusters Score -6658319 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -6658362.500000 Penalty: 5394.855469
	Iteration 33Q: 3 clusters Score -6658362 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -6658418.500000 Penalty: 5394.855469
	Iteration 34Q: 3 clusters Score -6658418 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -6658466.000000 Penalty: 5394.855469
	Iteration 35Q: 3 clusters Score -6658466 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -6658498.000000 Penalty: 5394.855469
	Iteration 36Q: 3 clusters Score -6658498 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 49695 members 
Entering Unmasked Estep 
Score: -6658563.500000 Penalty: 5394.855469
	Iteration 37Q: 3 clusters Score -6658564 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -6658594.000000 Penalty: 5394.855469
	Iteration 38Q: 3 clusters Score -6658594 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -6658614.000000 Penalty: 5394.855469
	Iteration 39Q: 3 clusters Score -6658614 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -6658638.000000 Penalty: 5394.855469
	Iteration 40F: 3 clusters Score -6658638 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -6658661.500000 Penalty: 5394.855469
	Iteration 41Q: 3 clusters Score -6658662 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -6658717.500000 Penalty: 5394.855469
	Iteration 42Q: 3 clusters Score -6658718 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -6658747.500000 Penalty: 5394.855469
	Iteration 43Q: 3 clusters Score -6658748 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -6658773.000000 Penalty: 5394.855469
	Iteration 44Q: 3 clusters Score -6658773 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -6658777.000000 Penalty: 5394.855469
	Iteration 45Q: 3 clusters Score -6658777 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -6658786.000000 Penalty: 5394.855469
	Iteration 46Q: 3 clusters Score -6658786 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -6658815.500000 Penalty: 5394.855469
	Iteration 47Q: 3 clusters Score -6658816 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -6658845.500000 Penalty: 5394.855469
	Iteration 48Q: 3 clusters Score -6658846 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -6658868.500000 Penalty: 5394.855469
	Iteration 49Q: 3 clusters Score -6658868 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -6658881.500000 Penalty: 5394.855469
	Iteration 50Q: 3 clusters Score -6658882 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 50837 members 
Entering Unmasked Estep 
Score: -6658896.500000 Penalty: 5394.855469
	Iteration 51Q: 3 clusters Score -6658896 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -6658922.000000 Penalty: 5394.855469
	Iteration 52Q: 3 clusters Score -6658922 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -6658945.000000 Penalty: 5394.855469
	Iteration 53Q: 3 clusters Score -6658945 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -6658948.500000 Penalty: 5394.855469
	Iteration 54Q: 3 clusters Score -6658948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 51016 members 
Entering Unmasked Estep 
Score: -6658949.500000 Penalty: 5394.855469
	Iteration 55Q: 3 clusters Score -6658950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
Score: -6658962.500000 Penalty: 5394.855469
	Iteration 56Q: 3 clusters Score -6658962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -6658968.500000 Penalty: 5394.855469
	Iteration 57Q: 3 clusters Score -6658968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -6658996.500000 Penalty: 5394.855469
	Iteration 58Q: 3 clusters Score -6658996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -6659004.000000 Penalty: 5394.855469
	Iteration 59Q: 3 clusters Score -6659004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -6658994.000000 Penalty: 5394.855469
	Iteration 60F: 3 clusters Score -6658994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
Score: -6658999.500000 Penalty: 5394.855469
	Iteration 61Q: 3 clusters Score -6659000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -6659016.000000 Penalty: 5394.855469
	Iteration 62Q: 3 clusters Score -6659016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 51211 members 
Entering Unmasked Estep 
Score: -6659024.500000 Penalty: 5394.855469
	Iteration 63Q: 3 clusters Score -6659024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -6659037.000000 Penalty: 5394.855469
	Iteration 64Q: 3 clusters Score -6659037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -6659038.500000 Penalty: 5394.855469
	Iteration 65Q: 3 clusters Score -6659038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 51267 members 
Entering Unmasked Estep 
Score: -6659042.000000 Penalty: 5394.855469
	Iteration 66Q: 3 clusters Score -6659042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -6659055.500000 Penalty: 5394.855469
	Iteration 67Q: 3 clusters Score -6659056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -6659057.000000 Penalty: 5394.855469
	Iteration 68Q: 3 clusters Score -6659057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -6659059.500000 Penalty: 5394.855469
	Iteration 69Q: 3 clusters Score -6659060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -6659057.500000 Penalty: 5394.855469
	Iteration 70Q: 3 clusters Score -6659058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 51292 members 
Entering Unmasked Estep 
Score: -6659064.500000 Penalty: 5394.855469
	Iteration 71Q: 3 clusters Score -6659064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 51293 members 
Entering Unmasked Estep 
Score: -6659064.500000 Penalty: 5394.855469
	Iteration 72Q: 3 clusters Score -6659064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -6659070.000000 Penalty: 5394.855469
	Iteration 73Q: 3 clusters Score -6659070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -6659073.500000 Penalty: 5394.855469
	Iteration 74Q: 3 clusters Score -6659074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -6659069.000000 Penalty: 5394.855469
	Iteration 75Q: 3 clusters Score -6659069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -6659069.000000 Penalty: 5394.855469
	Iteration 76F: 3 clusters Score -6659069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Entering Unmasked Estep 
Score: -1861389.500000 Penalty: 2394.462402
	Iteration 0F: 2 clusters Score -1861390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1850087.375000 Penalty: 4788.924805
	Iteration 0F: 3 clusters Score -1850087 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1853843.875000 Penalty: 4788.924805
	Iteration 1F: 3 clusters Score -1853844 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1854312.125000 Penalty: 4788.924805
	Iteration 2F: 3 clusters Score -1854312 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1854725.250000 Penalty: 4788.924805
	Iteration 3F: 3 clusters Score -1854725 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1855104.750000 Penalty: 4788.924805
	Iteration 4Q: 3 clusters Score -1855105 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1855560.500000 Penalty: 4788.924805
	Iteration 5Q: 3 clusters Score -1855560 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1856158.000000 Penalty: 4788.924805
	Iteration 6Q: 3 clusters Score -1856158 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1856639.625000 Penalty: 4788.924805
	Iteration 7Q: 3 clusters Score -1856640 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1857106.875000 Penalty: 4788.924805
	Iteration 8Q: 3 clusters Score -1857107 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1857531.375000 Penalty: 4788.924805
	Iteration 9Q: 3 clusters Score -1857531 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1857876.000000 Penalty: 4788.924805
	Iteration 10Q: 3 clusters Score -1857876 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1858133.375000 Penalty: 4788.924805
	Iteration 11Q: 3 clusters Score -1858133 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1858336.875000 Penalty: 4788.924805
	Iteration 12Q: 3 clusters Score -1858337 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1858490.750000 Penalty: 4788.924805
	Iteration 13Q: 3 clusters Score -1858491 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1858615.375000 Penalty: 4788.924805
	Iteration 14Q: 3 clusters Score -1858615 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1858717.000000 Penalty: 4788.924805
	Iteration 15Q: 3 clusters Score -1858717 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1858793.875000 Penalty: 4788.924805
	Iteration 16Q: 3 clusters Score -1858794 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1858860.750000 Penalty: 4788.924805
	Iteration 17Q: 3 clusters Score -1858861 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1858921.000000 Penalty: 4788.924805
	Iteration 18Q: 3 clusters Score -1858921 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1858960.875000 Penalty: 4788.924805
	Iteration 19Q: 3 clusters Score -1858961 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1859008.125000 Penalty: 4788.924805
	Iteration 20F: 3 clusters Score -1859008 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1859060.000000 Penalty: 4788.924805
	Iteration 21Q: 3 clusters Score -1859060 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1859109.875000 Penalty: 4788.924805
	Iteration 22Q: 3 clusters Score -1859110 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1859157.875000 Penalty: 4788.924805
	Iteration 23Q: 3 clusters Score -1859158 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1859219.750000 Penalty: 4788.924805
	Iteration 24Q: 3 clusters Score -1859220 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1859281.125000 Penalty: 4788.924805
	Iteration 25Q: 3 clusters Score -1859281 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1859362.000000 Penalty: 4788.924805
	Iteration 26Q: 3 clusters Score -1859362 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1859467.625000 Penalty: 4788.924805
	Iteration 27Q: 3 clusters Score -1859468 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1859590.750000 Penalty: 4788.924805
	Iteration 28Q: 3 clusters Score -1859591 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1859698.625000 Penalty: 4788.924805
	Iteration 29Q: 3 clusters Score -1859699 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1859775.500000 Penalty: 4788.924805
	Iteration 30Q: 3 clusters Score -1859776 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1859811.250000 Penalty: 4788.924805
	Iteration 31Q: 3 clusters Score -1859811 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1859856.875000 Penalty: 4788.924805
	Iteration 32Q: 3 clusters Score -1859857 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1859898.875000 Penalty: 4788.924805
	Iteration 33Q: 3 clusters Score -1859899 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1859930.750000 Penalty: 4788.924805
	Iteration 34Q: 3 clusters Score -1859931 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1859950.625000 Penalty: 4788.924805
	Iteration 35Q: 3 clusters Score -1859951 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1859970.875000 Penalty: 4788.924805
	Iteration 36Q: 3 clusters Score -1859971 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1859988.875000 Penalty: 4788.924805
	Iteration 37Q: 3 clusters Score -1859989 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1860004.500000 Penalty: 4788.924805
	Iteration 38Q: 3 clusters Score -1860004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1860011.750000 Penalty: 4788.924805
	Iteration 39Q: 3 clusters Score -1860012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1860021.250000 Penalty: 4788.924805
	Iteration 40F: 3 clusters Score -1860021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1860032.125000 Penalty: 4788.924805
	Iteration 41Q: 3 clusters Score -1860032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1860036.250000 Penalty: 4788.924805
	Iteration 42Q: 3 clusters Score -1860036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1860040.750000 Penalty: 4788.924805
	Iteration 43Q: 3 clusters Score -1860041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1860048.875000 Penalty: 4788.924805
	Iteration 44Q: 3 clusters Score -1860049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1860058.375000 Penalty: 4788.924805
	Iteration 45Q: 3 clusters Score -1860058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1860058.000000 Penalty: 4788.924805
	Iteration 46Q: 3 clusters Score -1860058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1860062.500000 Penalty: 4788.924805
	Iteration 47Q: 3 clusters Score -1860062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1860062.375000 Penalty: 4788.924805
	Iteration 48Q: 3 clusters Score -1860062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1860063.750000 Penalty: 4788.924805
	Iteration 49Q: 3 clusters Score -1860064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1860062.750000 Penalty: 4788.924805
	Iteration 50Q: 3 clusters Score -1860063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1860067.625000 Penalty: 4788.924805
	Iteration 51Q: 3 clusters Score -1860068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1860065.625000 Penalty: 4788.924805
	Iteration 52Q: 3 clusters Score -1860066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1860064.500000 Penalty: 4788.924805
	Iteration 53Q: 3 clusters Score -1860064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1860066.875000 Penalty: 4788.924805
	Iteration 54Q: 3 clusters Score -1860067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1860065.500000 Penalty: 4788.924805
	Iteration 55Q: 3 clusters Score -1860066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1860069.125000 Penalty: 4788.924805
	Iteration 56Q: 3 clusters Score -1860069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1860071.875000 Penalty: 4788.924805
	Iteration 57Q: 3 clusters Score -1860072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1860070.375000 Penalty: 4788.924805
	Iteration 58Q: 3 clusters Score -1860070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1860068.625000 Penalty: 4788.924805
	Iteration 59Q: 3 clusters Score -1860069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1860068.625000 Penalty: 4788.924805
	Iteration 60F: 3 clusters Score -1860069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Entering Unmasked Estep 
Score: -517904.781250 Penalty: 2067.365479
	Iteration 0F: 2 clusters Score -517904.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -513898.968750 Penalty: 4134.730957
	Iteration 0F: 3 clusters Score -513899 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -514815.062500 Penalty: 4134.730957
	Iteration 1F: 3 clusters Score -514815.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -514993.937500 Penalty: 4134.730957
	Iteration 2F: 3 clusters Score -514993.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -515115.781250 Penalty: 4134.730957
	Iteration 3Q: 3 clusters Score -515115.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -515217.000000 Penalty: 4134.730957
	Iteration 4Q: 3 clusters Score -515217 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -515295.125000 Penalty: 4134.730957
	Iteration 5Q: 3 clusters Score -515295.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -515368.843750 Penalty: 4134.730957
	Iteration 6Q: 3 clusters Score -515368.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -515450.468750 Penalty: 4134.730957
	Iteration 7Q: 3 clusters Score -515450.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -515522.875000 Penalty: 4134.730957
	Iteration 8Q: 3 clusters Score -515522.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -515596.750000 Penalty: 4134.730957
	Iteration 9Q: 3 clusters Score -515596.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -515652.062500 Penalty: 4134.730957
	Iteration 10Q: 3 clusters Score -515652.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -515692.312500 Penalty: 4134.730957
	Iteration 11Q: 3 clusters Score -515692.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -515737.031250 Penalty: 4134.730957
	Iteration 12Q: 3 clusters Score -515737 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -515784.500000 Penalty: 4134.730957
	Iteration 13Q: 3 clusters Score -515784.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -515840.468750 Penalty: 4134.730957
	Iteration 14Q: 3 clusters Score -515840.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -515893.562500 Penalty: 4134.730957
	Iteration 15Q: 3 clusters Score -515893.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -515947.843750 Penalty: 4134.730957
	Iteration 16Q: 3 clusters Score -515947.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -515989.062500 Penalty: 4134.730957
	Iteration 17Q: 3 clusters Score -515989.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -516023.812500 Penalty: 4134.730957
	Iteration 18Q: 3 clusters Score -516023.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -516048.281250 Penalty: 4134.730957
	Iteration 19Q: 3 clusters Score -516048.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -516072.750000 Penalty: 4134.730957
	Iteration 20F: 3 clusters Score -516072.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -516088.687500 Penalty: 4134.730957
	Iteration 21Q: 3 clusters Score -516088.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -516099.031250 Penalty: 4134.730957
	Iteration 22Q: 3 clusters Score -516099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -516108.281250 Penalty: 4134.730957
	Iteration 23Q: 3 clusters Score -516108.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -516114.531250 Penalty: 4134.730957
	Iteration 24Q: 3 clusters Score -516114.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -516118.750000 Penalty: 4134.730957
	Iteration 25Q: 3 clusters Score -516118.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -516124.125000 Penalty: 4134.730957
	Iteration 26Q: 3 clusters Score -516124.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -516130.187500 Penalty: 4134.730957
	Iteration 27Q: 3 clusters Score -516130.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -516134.125000 Penalty: 4134.730957
	Iteration 28Q: 3 clusters Score -516134.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -516138.906250 Penalty: 4134.730957
	Iteration 29Q: 3 clusters Score -516138.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -516144.218750 Penalty: 4134.730957
	Iteration 30Q: 3 clusters Score -516144.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -516150.062500 Penalty: 4134.730957
	Iteration 31Q: 3 clusters Score -516150.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -516155.375000 Penalty: 4134.730957
	Iteration 32Q: 3 clusters Score -516155.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -516160.093750 Penalty: 4134.730957
	Iteration 33Q: 3 clusters Score -516160.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -516163.437500 Penalty: 4134.730957
	Iteration 34Q: 3 clusters Score -516163.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -516167.781250 Penalty: 4134.730957
	Iteration 35Q: 3 clusters Score -516167.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -516172.625000 Penalty: 4134.730957
	Iteration 36Q: 3 clusters Score -516172.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -516176.500000 Penalty: 4134.730957
	Iteration 37Q: 3 clusters Score -516176.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -516178.093750 Penalty: 4134.730957
	Iteration 38Q: 3 clusters Score -516178.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -516182.812500 Penalty: 4134.730957
	Iteration 39Q: 3 clusters Score -516182.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -516183.906250 Penalty: 4134.730957
	Iteration 40F: 3 clusters Score -516183.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -516186.968750 Penalty: 4134.730957
	Iteration 41Q: 3 clusters Score -516187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -516188.468750 Penalty: 4134.730957
	Iteration 42Q: 3 clusters Score -516188.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -516189.750000 Penalty: 4134.730957
	Iteration 43Q: 3 clusters Score -516189.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -516191.593750 Penalty: 4134.730957
	Iteration 44Q: 3 clusters Score -516191.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -516191.718750 Penalty: 4134.730957
	Iteration 45Q: 3 clusters Score -516191.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -516192.625000 Penalty: 4134.730957
	Iteration 46Q: 3 clusters Score -516192.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -516193.031250 Penalty: 4134.730957
	Iteration 47Q: 3 clusters Score -516193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -516193.031250 Penalty: 4134.730957
	Iteration 48F: 3 clusters Score -516193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82364 members 
Entering Unmasked Estep 
Score: -10381085.000000 Penalty: 2807.088135
	Iteration 0F: 2 clusters Score -1.038108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -10326362.000000 Penalty: 5614.176270
	Iteration 0F: 3 clusters Score -1.032636e+07 nChanged 38307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -10347766.000000 Penalty: 5614.176270
	Iteration 1F: 3 clusters Score -1.034777e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -10348441.000000 Penalty: 5614.176270
	Iteration 2Q: 3 clusters Score -1.034844e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -10349113.000000 Penalty: 5614.176270
	Iteration 3Q: 3 clusters Score -1.034911e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -10349714.000000 Penalty: 5614.176270
	Iteration 4Q: 3 clusters Score -1.034971e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -10350501.000000 Penalty: 5614.176270
	Iteration 5Q: 3 clusters Score -1.03505e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -10351515.000000 Penalty: 5614.176270
	Iteration 6Q: 3 clusters Score -1.035152e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -10352850.000000 Penalty: 5614.176270
	Iteration 7Q: 3 clusters Score -1.035285e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -10354677.000000 Penalty: 5614.176270
	Iteration 8Q: 3 clusters Score -1.035468e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -10356944.000000 Penalty: 5614.176270
	Iteration 9Q: 3 clusters Score -1.035694e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -10359395.000000 Penalty: 5614.176270
	Iteration 10F: 3 clusters Score -1.03594e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -10361783.000000 Penalty: 5614.176270
	Iteration 11F: 3 clusters Score -1.036178e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -10363982.000000 Penalty: 5614.176270
	Iteration 12Q: 3 clusters Score -1.036398e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -10365718.000000 Penalty: 5614.176270
	Iteration 13Q: 3 clusters Score -1.036572e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -10367182.000000 Penalty: 5614.176270
	Iteration 14Q: 3 clusters Score -1.036718e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 55582 members 
Entering Unmasked Estep 
Score: -10368286.000000 Penalty: 5614.176270
	Iteration 15Q: 3 clusters Score -1.036829e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
Score: -10369092.000000 Penalty: 5614.176270
	Iteration 16Q: 3 clusters Score -1.036909e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 57587 members 
Entering Unmasked Estep 
Score: -10369694.000000 Penalty: 5614.176270
	Iteration 17Q: 3 clusters Score -1.036969e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 58620 members 
Entering Unmasked Estep 
Score: -10370194.000000 Penalty: 5614.176270
	Iteration 18Q: 3 clusters Score -1.037019e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 59722 members 
Entering Unmasked Estep 
Score: -10370662.000000 Penalty: 5614.176270
	Iteration 19Q: 3 clusters Score -1.037066e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -10371069.000000 Penalty: 5614.176270
	Iteration 20F: 3 clusters Score -1.037107e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 62005 members 
Entering Unmasked Estep 
Score: -10371476.000000 Penalty: 5614.176270
	Iteration 21Q: 3 clusters Score -1.037148e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 63160 members 
Entering Unmasked Estep 
Score: -10371867.000000 Penalty: 5614.176270
	Iteration 22Q: 3 clusters Score -1.037187e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -10372276.000000 Penalty: 5614.176270
	Iteration 23Q: 3 clusters Score -1.037228e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 65530 members 
Entering Unmasked Estep 
Score: -10372677.000000 Penalty: 5614.176270
	Iteration 24Q: 3 clusters Score -1.037268e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 66730 members 
Entering Unmasked Estep 
Score: -10373091.000000 Penalty: 5614.176270
	Iteration 25Q: 3 clusters Score -1.037309e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -10373484.000000 Penalty: 5614.176270
	Iteration 26Q: 3 clusters Score -1.037348e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 69120 members 
Entering Unmasked Estep 
Score: -10373954.000000 Penalty: 5614.176270
	Iteration 27Q: 3 clusters Score -1.037395e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 70316 members 
Entering Unmasked Estep 
Score: -10374377.000000 Penalty: 5614.176270
	Iteration 28Q: 3 clusters Score -1.037438e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 71488 members 
Entering Unmasked Estep 
Score: -10374856.000000 Penalty: 5614.176270
	Iteration 29Q: 3 clusters Score -1.037486e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 72582 members 
Entering Unmasked Estep 
Score: -10375272.000000 Penalty: 5614.176270
	Iteration 30Q: 3 clusters Score -1.037527e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 73691 members 
Entering Unmasked Estep 
Score: -10375688.000000 Penalty: 5614.176270
	Iteration 31Q: 3 clusters Score -1.037569e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 74747 members 
Entering Unmasked Estep 
Score: -10376047.000000 Penalty: 5614.176270
	Iteration 32Q: 3 clusters Score -1.037605e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 75697 members 
Entering Unmasked Estep 
Score: -10376390.000000 Penalty: 5614.176270
	Iteration 33Q: 3 clusters Score -1.037639e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 76582 members 
Entering Unmasked Estep 
Score: -10376731.000000 Penalty: 5614.176270
	Iteration 34Q: 3 clusters Score -1.037673e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 77371 members 
Entering Unmasked Estep 
Score: -10377056.000000 Penalty: 5614.176270
	Iteration 35Q: 3 clusters Score -1.037706e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 78074 members 
Entering Unmasked Estep 
Score: -10377336.000000 Penalty: 5614.176270
	Iteration 36Q: 3 clusters Score -1.037734e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 78660 members 
Entering Unmasked Estep 
Score: -10377591.000000 Penalty: 5614.176270
	Iteration 37Q: 3 clusters Score -1.037759e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 79157 members 
Entering Unmasked Estep 
Score: -10377820.000000 Penalty: 5614.176270
	Iteration 38Q: 3 clusters Score -1.037782e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 79584 members 
Entering Unmasked Estep 
Score: -10377964.000000 Penalty: 5614.176270
	Iteration 39Q: 3 clusters Score -1.037796e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 79923 members 
Entering Unmasked Estep 
Score: -10378106.000000 Penalty: 5614.176270
	Iteration 40F: 3 clusters Score -1.037811e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 80207 members 
Entering Unmasked Estep 
Score: -10378224.000000 Penalty: 5614.176270
	Iteration 41Q: 3 clusters Score -1.037822e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 80419 members 
Entering Unmasked Estep 
Score: -10378330.000000 Penalty: 5614.176270
	Iteration 42Q: 3 clusters Score -1.037833e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 80581 members 
Entering Unmasked Estep 
Score: -10378401.000000 Penalty: 5614.176270
	Iteration 43Q: 3 clusters Score -1.03784e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 80718 members 
Entering Unmasked Estep 
Score: -10378462.000000 Penalty: 5614.176270
	Iteration 44Q: 3 clusters Score -1.037846e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 80836 members 
Entering Unmasked Estep 
Score: -10378497.000000 Penalty: 5614.176270
	Iteration 45Q: 3 clusters Score -1.03785e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -10378551.000000 Penalty: 5614.176270
	Iteration 46Q: 3 clusters Score -1.037855e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 81004 members 
Entering Unmasked Estep 
Score: -10378582.000000 Penalty: 5614.176270
	Iteration 47Q: 3 clusters Score -1.037858e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 81075 members 
Entering Unmasked Estep 
Score: -10378610.000000 Penalty: 5614.176270
	Iteration 48Q: 3 clusters Score -1.037861e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 81130 members 
Entering Unmasked Estep 
Score: -10378620.000000 Penalty: 5614.176270
	Iteration 49Q: 3 clusters Score -1.037862e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 81170 members 
Entering Unmasked Estep 
Score: -10378639.000000 Penalty: 5614.176270
	Iteration 50Q: 3 clusters Score -1.037864e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 81204 members 
Entering Unmasked Estep 
Score: -10378659.000000 Penalty: 5614.176270
	Iteration 51Q: 3 clusters Score -1.037866e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 81231 members 
Entering Unmasked Estep 
Score: -10378665.000000 Penalty: 5614.176270
	Iteration 52Q: 3 clusters Score -1.037866e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 81261 members 
Entering Unmasked Estep 
Score: -10378693.000000 Penalty: 5614.176270
	Iteration 53Q: 3 clusters Score -1.037869e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 81280 members 
Entering Unmasked Estep 
Score: -10378698.000000 Penalty: 5614.176270
	Iteration 54Q: 3 clusters Score -1.03787e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 81296 members 
Entering Unmasked Estep 
Score: -10378704.000000 Penalty: 5614.176270
	Iteration 55Q: 3 clusters Score -1.03787e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 81311 members 
Entering Unmasked Estep 
Score: -10378711.000000 Penalty: 5614.176270
	Iteration 56Q: 3 clusters Score -1.037871e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 81322 members 
Entering Unmasked Estep 
Score: -10378723.000000 Penalty: 5614.176270
	Iteration 57Q: 3 clusters Score -1.037872e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -10378725.000000 Penalty: 5614.176270
	Iteration 58Q: 3 clusters Score -1.037872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
Score: -10378730.000000 Penalty: 5614.176270
	Iteration 59Q: 3 clusters Score -1.037873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 81350 members 
Entering Unmasked Estep 
Score: -10378745.000000 Penalty: 5614.176270
	Iteration 60F: 3 clusters Score -1.037874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 81357 members 
Entering Unmasked Estep 
Score: -10378750.000000 Penalty: 5614.176270
	Iteration 61Q: 3 clusters Score -1.037875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 81357 members 
Entering Unmasked Estep 
Score: -10378750.000000 Penalty: 5614.176270
	Iteration 62F: 3 clusters Score -1.037875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Entering Unmasked Estep 
Score: -1874252.000000 Penalty: 2390.875732
	Iteration 0F: 2 clusters Score -1874252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1863049.375000 Penalty: 4781.751465
	Iteration 0F: 3 clusters Score -1863049 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1866709.750000 Penalty: 4781.751465
	Iteration 1F: 3 clusters Score -1866710 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1867182.500000 Penalty: 4781.751465
	Iteration 2F: 3 clusters Score -1867182 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1867636.250000 Penalty: 4781.751465
	Iteration 3F: 3 clusters Score -1867636 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1868126.375000 Penalty: 4781.751465
	Iteration 4F: 3 clusters Score -1868126 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1868719.750000 Penalty: 4781.751465
	Iteration 5F: 3 clusters Score -1868720 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1869379.750000 Penalty: 4781.751465
	Iteration 6F: 3 clusters Score -1869380 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1870076.250000 Penalty: 4781.751465
	Iteration 7F: 3 clusters Score -1870076 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1870707.500000 Penalty: 4781.751465
	Iteration 8Q: 3 clusters Score -1870708 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1871216.250000 Penalty: 4781.751465
	Iteration 9Q: 3 clusters Score -1871216 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1871564.875000 Penalty: 4781.751465
	Iteration 10Q: 3 clusters Score -1871565 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1871758.375000 Penalty: 4781.751465
	Iteration 11Q: 3 clusters Score -1871758 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1871894.250000 Penalty: 4781.751465
	Iteration 12Q: 3 clusters Score -1871894 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1871996.500000 Penalty: 4781.751465
	Iteration 13Q: 3 clusters Score -1871996 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1872063.250000 Penalty: 4781.751465
	Iteration 14Q: 3 clusters Score -1872063 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1872104.500000 Penalty: 4781.751465
	Iteration 15Q: 3 clusters Score -1872104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1872119.875000 Penalty: 4781.751465
	Iteration 16Q: 3 clusters Score -1872120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1872131.750000 Penalty: 4781.751465
	Iteration 17Q: 3 clusters Score -1872132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1872152.375000 Penalty: 4781.751465
	Iteration 18Q: 3 clusters Score -1872152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1872164.125000 Penalty: 4781.751465
	Iteration 19Q: 3 clusters Score -1872164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1872180.625000 Penalty: 4781.751465
	Iteration 20F: 3 clusters Score -1872181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1872194.750000 Penalty: 4781.751465
	Iteration 21Q: 3 clusters Score -1872195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1872211.250000 Penalty: 4781.751465
	Iteration 22Q: 3 clusters Score -1872211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1872215.250000 Penalty: 4781.751465
	Iteration 23Q: 3 clusters Score -1872215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1872219.000000 Penalty: 4781.751465
	Iteration 24Q: 3 clusters Score -1872219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1872223.000000 Penalty: 4781.751465
	Iteration 25Q: 3 clusters Score -1872223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1872226.250000 Penalty: 4781.751465
	Iteration 26Q: 3 clusters Score -1872226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1872228.500000 Penalty: 4781.751465
	Iteration 27Q: 3 clusters Score -1872228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1872229.000000 Penalty: 4781.751465
	Iteration 28Q: 3 clusters Score -1872229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1872233.875000 Penalty: 4781.751465
	Iteration 29Q: 3 clusters Score -1872234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1872237.125000 Penalty: 4781.751465
	Iteration 30Q: 3 clusters Score -1872237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1872238.500000 Penalty: 4781.751465
	Iteration 31Q: 3 clusters Score -1872238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1872240.375000 Penalty: 4781.751465
	Iteration 32Q: 3 clusters Score -1872240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1872240.375000 Penalty: 4781.751465
	Iteration 33F: 3 clusters Score -1872240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -49009.296875 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -49009.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47538.453125 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -47538.45 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47671.152344 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -47671.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47693.910156 Penalty: 3006.482422
	Iteration 2Q: 3 clusters Score -47693.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47710.976562 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -47710.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47723.765625 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -47723.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47723.765625 Penalty: 3006.482422
	Iteration 5F: 3 clusters Score -47723.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Entering Unmasked Estep 
Score: -2832097.250000 Penalty: 2516.519775
	Iteration 0F: 2 clusters Score -2832097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2814542.000000 Penalty: 5033.039551
	Iteration 0F: 3 clusters Score -2814542 nChanged 11460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2821195.500000 Penalty: 5033.039551
	Iteration 1F: 3 clusters Score -2821196 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2822141.000000 Penalty: 5033.039551
	Iteration 2F: 3 clusters Score -2822141 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2823382.250000 Penalty: 5033.039551
	Iteration 3F: 3 clusters Score -2823382 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2824851.000000 Penalty: 5033.039551
	Iteration 4F: 3 clusters Score -2824851 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2826309.500000 Penalty: 5033.039551
	Iteration 5F: 3 clusters Score -2826310 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2827382.750000 Penalty: 5033.039551
	Iteration 6F: 3 clusters Score -2827383 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2828194.250000 Penalty: 5033.039551
	Iteration 7F: 3 clusters Score -2828194 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2828754.000000 Penalty: 5033.039551
	Iteration 8Q: 3 clusters Score -2828754 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2829115.750000 Penalty: 5033.039551
	Iteration 9Q: 3 clusters Score -2829116 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2829386.750000 Penalty: 5033.039551
	Iteration 10Q: 3 clusters Score -2829387 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2829578.750000 Penalty: 5033.039551
	Iteration 11Q: 3 clusters Score -2829579 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2829754.750000 Penalty: 5033.039551
	Iteration 12Q: 3 clusters Score -2829755 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2829903.750000 Penalty: 5033.039551
	Iteration 13Q: 3 clusters Score -2829904 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2830067.750000 Penalty: 5033.039551
	Iteration 14Q: 3 clusters Score -2830068 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2830198.000000 Penalty: 5033.039551
	Iteration 15Q: 3 clusters Score -2830198 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -2830309.500000 Penalty: 5033.039551
	Iteration 16Q: 3 clusters Score -2830310 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2830400.250000 Penalty: 5033.039551
	Iteration 17Q: 3 clusters Score -2830400 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -2830478.000000 Penalty: 5033.039551
	Iteration 18Q: 3 clusters Score -2830478 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -2830534.750000 Penalty: 5033.039551
	Iteration 19Q: 3 clusters Score -2830535 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2830602.500000 Penalty: 5033.039551
	Iteration 20F: 3 clusters Score -2830602 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -2830646.500000 Penalty: 5033.039551
	Iteration 21Q: 3 clusters Score -2830646 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -2830673.750000 Penalty: 5033.039551
	Iteration 22Q: 3 clusters Score -2830674 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2830705.250000 Penalty: 5033.039551
	Iteration 23Q: 3 clusters Score -2830705 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2830735.000000 Penalty: 5033.039551
	Iteration 24Q: 3 clusters Score -2830735 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2830765.250000 Penalty: 5033.039551
	Iteration 25Q: 3 clusters Score -2830765 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -2830777.000000 Penalty: 5033.039551
	Iteration 26Q: 3 clusters Score -2830777 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -2830798.500000 Penalty: 5033.039551
	Iteration 27Q: 3 clusters Score -2830798 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -2830805.750000 Penalty: 5033.039551
	Iteration 28Q: 3 clusters Score -2830806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -2830816.000000 Penalty: 5033.039551
	Iteration 29Q: 3 clusters Score -2830816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -2830830.750000 Penalty: 5033.039551
	Iteration 30Q: 3 clusters Score -2830831 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -2830828.500000 Penalty: 5033.039551
	Iteration 31Q: 3 clusters Score -2830828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -2830843.750000 Penalty: 5033.039551
	Iteration 32Q: 3 clusters Score -2830844 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -2830849.750000 Penalty: 5033.039551
	Iteration 33Q: 3 clusters Score -2830850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -2830851.500000 Penalty: 5033.039551
	Iteration 34Q: 3 clusters Score -2830852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -2830859.250000 Penalty: 5033.039551
	Iteration 35Q: 3 clusters Score -2830859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -2830863.750000 Penalty: 5033.039551
	Iteration 36Q: 3 clusters Score -2830864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -2830865.500000 Penalty: 5033.039551
	Iteration 37Q: 3 clusters Score -2830866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -2830866.500000 Penalty: 5033.039551
	Iteration 38Q: 3 clusters Score -2830866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -2830869.500000 Penalty: 5033.039551
	Iteration 39Q: 3 clusters Score -2830870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -2830871.000000 Penalty: 5033.039551
	Iteration 40F: 3 clusters Score -2830871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -2830869.750000 Penalty: 5033.039551
	Iteration 41Q: 3 clusters Score -2830870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -2830868.000000 Penalty: 5033.039551
	Iteration 42Q: 3 clusters Score -2830868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -2830873.250000 Penalty: 5033.039551
	Iteration 43Q: 3 clusters Score -2830873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -2830870.250000 Penalty: 5033.039551
	Iteration 44Q: 3 clusters Score -2830870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -2830869.500000 Penalty: 5033.039551
	Iteration 45Q: 3 clusters Score -2830870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -2830873.750000 Penalty: 5033.039551
	Iteration 46Q: 3 clusters Score -2830874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -2830878.500000 Penalty: 5033.039551
	Iteration 47Q: 3 clusters Score -2830878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -2830875.250000 Penalty: 5033.039551
	Iteration 48Q: 3 clusters Score -2830875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -2830879.000000 Penalty: 5033.039551
	Iteration 49Q: 3 clusters Score -2830879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -2830881.750000 Penalty: 5033.039551
	Iteration 50Q: 3 clusters Score -2830882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -2830880.250000 Penalty: 5033.039551
	Iteration 51Q: 3 clusters Score -2830880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -2830882.750000 Penalty: 5033.039551
	Iteration 52Q: 3 clusters Score -2830883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -2830883.750000 Penalty: 5033.039551
	Iteration 53Q: 3 clusters Score -2830884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -2830883.250000 Penalty: 5033.039551
	Iteration 54Q: 3 clusters Score -2830883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -2830883.500000 Penalty: 5033.039551
	Iteration 55Q: 3 clusters Score -2830884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -2830884.000000 Penalty: 5033.039551
	Iteration 56Q: 3 clusters Score -2830884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -2830881.500000 Penalty: 5033.039551
	Iteration 57Q: 3 clusters Score -2830882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -2830880.750000 Penalty: 5033.039551
	Iteration 58Q: 3 clusters Score -2830881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -2830883.500000 Penalty: 5033.039551
	Iteration 59Q: 3 clusters Score -2830884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -2830885.750000 Penalty: 5033.039551
	Iteration 60F: 3 clusters Score -2830886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -2830891.500000 Penalty: 5033.039551
	Iteration 61Q: 3 clusters Score -2830892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -2830890.250000 Penalty: 5033.039551
	Iteration 62Q: 3 clusters Score -2830890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -2830890.000000 Penalty: 5033.039551
	Iteration 63Q: 3 clusters Score -2830890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -2830896.250000 Penalty: 5033.039551
	Iteration 64Q: 3 clusters Score -2830896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -2830891.750000 Penalty: 5033.039551
	Iteration 65Q: 3 clusters Score -2830892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -2830891.750000 Penalty: 5033.039551
	Iteration 66Q: 3 clusters Score -2830892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -2830893.000000 Penalty: 5033.039551
	Iteration 67Q: 3 clusters Score -2830893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -2830893.000000 Penalty: 5033.039551
	Iteration 68F: 3 clusters Score -2830893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Entering Unmasked Estep 
Score: -2140639.500000 Penalty: 2416.866455
	Iteration 0F: 2 clusters Score -2140640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2128459.000000 Penalty: 4833.732910
	Iteration 0F: 3 clusters Score -2128459 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2132427.500000 Penalty: 4833.732910
	Iteration 1F: 3 clusters Score -2132428 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2132737.000000 Penalty: 4833.732910
	Iteration 2F: 3 clusters Score -2132737 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2133004.250000 Penalty: 4833.732910
	Iteration 3Q: 3 clusters Score -2133004 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2133280.000000 Penalty: 4833.732910
	Iteration 4Q: 3 clusters Score -2133280 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2133596.000000 Penalty: 4833.732910
	Iteration 5Q: 3 clusters Score -2133596 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2134003.250000 Penalty: 4833.732910
	Iteration 6Q: 3 clusters Score -2134003 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2134509.500000 Penalty: 4833.732910
	Iteration 7F: 3 clusters Score -2134510 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2135124.750000 Penalty: 4833.732910
	Iteration 8F: 3 clusters Score -2135125 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2135888.500000 Penalty: 4833.732910
	Iteration 9F: 3 clusters Score -2135888 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2136664.750000 Penalty: 4833.732910
	Iteration 10F: 3 clusters Score -2136665 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2137302.500000 Penalty: 4833.732910
	Iteration 11Q: 3 clusters Score -2137302 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2137768.250000 Penalty: 4833.732910
	Iteration 12Q: 3 clusters Score -2137768 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2138045.500000 Penalty: 4833.732910
	Iteration 13Q: 3 clusters Score -2138046 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2138214.500000 Penalty: 4833.732910
	Iteration 14Q: 3 clusters Score -2138214 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2138314.000000 Penalty: 4833.732910
	Iteration 15Q: 3 clusters Score -2138314 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2138386.250000 Penalty: 4833.732910
	Iteration 16Q: 3 clusters Score -2138386 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2138436.750000 Penalty: 4833.732910
	Iteration 17Q: 3 clusters Score -2138437 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2138474.250000 Penalty: 4833.732910
	Iteration 18Q: 3 clusters Score -2138474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2138504.250000 Penalty: 4833.732910
	Iteration 19Q: 3 clusters Score -2138504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2138518.500000 Penalty: 4833.732910
	Iteration 20F: 3 clusters Score -2138518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2138537.750000 Penalty: 4833.732910
	Iteration 21Q: 3 clusters Score -2138538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2138548.250000 Penalty: 4833.732910
	Iteration 22Q: 3 clusters Score -2138548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2138557.000000 Penalty: 4833.732910
	Iteration 23Q: 3 clusters Score -2138557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2138561.500000 Penalty: 4833.732910
	Iteration 24Q: 3 clusters Score -2138562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2138562.500000 Penalty: 4833.732910
	Iteration 25Q: 3 clusters Score -2138562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2138566.000000 Penalty: 4833.732910
	Iteration 26Q: 3 clusters Score -2138566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2138568.500000 Penalty: 4833.732910
	Iteration 27Q: 3 clusters Score -2138568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2138572.250000 Penalty: 4833.732910
	Iteration 28Q: 3 clusters Score -2138572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2138580.500000 Penalty: 4833.732910
	Iteration 29Q: 3 clusters Score -2138580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2138577.500000 Penalty: 4833.732910
	Iteration 30Q: 3 clusters Score -2138578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2138579.000000 Penalty: 4833.732910
	Iteration 31Q: 3 clusters Score -2138579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2138579.000000 Penalty: 4833.732910
	Iteration 32F: 3 clusters Score -2138579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (292405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292405 members 
Entering Unmasked Estep 
Score: -36269540.000000 Penalty: 3121.302002
	Iteration 0F: 2 clusters Score -3.626954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146116 members 
Mstep: Class 2 contains 146289 members 
Entering Unmasked Estep 
Score: -36083996.000000 Penalty: 6242.604004
	Iteration 0F: 3 clusters Score -3.6084e+07 nChanged 141496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147288 members 
Mstep: Class 2 contains 145117 members 
Entering Unmasked Estep 
Score: -36169856.000000 Penalty: 6242.604004
	Iteration 1F: 3 clusters Score -3.616986e+07 nChanged 11287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149035 members 
Mstep: Class 2 contains 143370 members 
Entering Unmasked Estep 
Score: -36174768.000000 Penalty: 6242.604004
	Iteration 2Q: 3 clusters Score -3.617477e+07 nChanged 14687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152426 members 
Mstep: Class 2 contains 139979 members 
Entering Unmasked Estep 
Score: -36182892.000000 Penalty: 6242.604004
	Iteration 3F: 3 clusters Score -3.618289e+07 nChanged 18868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158268 members 
Mstep: Class 2 contains 134137 members 
Entering Unmasked Estep 
Score: -36195596.000000 Penalty: 6242.604004
	Iteration 4F: 3 clusters Score -3.61956e+07 nChanged 22594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166406 members 
Mstep: Class 2 contains 125999 members 
Entering Unmasked Estep 
Score: -36213876.000000 Penalty: 6242.604004
	Iteration 5F: 3 clusters Score -3.621388e+07 nChanged 23798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175238 members 
Mstep: Class 2 contains 117167 members 
Entering Unmasked Estep 
Score: -36236068.000000 Penalty: 6242.604004
	Iteration 6F: 3 clusters Score -3.623607e+07 nChanged 19747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181595 members 
Mstep: Class 2 contains 110810 members 
Entering Unmasked Estep 
Score: -36251240.000000 Penalty: 6242.604004
	Iteration 7F: 3 clusters Score -3.625124e+07 nChanged 11705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184948 members 
Mstep: Class 2 contains 107457 members 
Entering Unmasked Estep 
Score: -36256436.000000 Penalty: 6242.604004
	Iteration 8Q: 3 clusters Score -3.625644e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186990 members 
Mstep: Class 2 contains 105415 members 
Entering Unmasked Estep 
Score: -36258088.000000 Penalty: 6242.604004
	Iteration 9Q: 3 clusters Score -3.625809e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188389 members 
Mstep: Class 2 contains 104016 members 
Entering Unmasked Estep 
Score: -36259292.000000 Penalty: 6242.604004
	Iteration 10Q: 3 clusters Score -3.625929e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189398 members 
Mstep: Class 2 contains 103007 members 
Entering Unmasked Estep 
Score: -36260040.000000 Penalty: 6242.604004
	Iteration 11Q: 3 clusters Score -3.626004e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190222 members 
Mstep: Class 2 contains 102183 members 
Entering Unmasked Estep 
Score: -36260392.000000 Penalty: 6242.604004
	Iteration 12Q: 3 clusters Score -3.626039e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190943 members 
Mstep: Class 2 contains 101462 members 
Entering Unmasked Estep 
Score: -36260788.000000 Penalty: 6242.604004
	Iteration 13Q: 3 clusters Score -3.626079e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191561 members 
Mstep: Class 2 contains 100844 members 
Entering Unmasked Estep 
Score: -36260916.000000 Penalty: 6242.604004
	Iteration 14Q: 3 clusters Score -3.626092e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192168 members 
Mstep: Class 2 contains 100237 members 
Entering Unmasked Estep 
Score: -36261104.000000 Penalty: 6242.604004
	Iteration 15Q: 3 clusters Score -3.62611e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192771 members 
Mstep: Class 2 contains 99634 members 
Entering Unmasked Estep 
Score: -36261156.000000 Penalty: 6242.604004
	Iteration 16Q: 3 clusters Score -3.626116e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193329 members 
Mstep: Class 2 contains 99076 members 
Entering Unmasked Estep 
Score: -36261184.000000 Penalty: 6242.604004
	Iteration 17Q: 3 clusters Score -3.626118e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193854 members 
Mstep: Class 2 contains 98551 members 
Entering Unmasked Estep 
Score: -36261196.000000 Penalty: 6242.604004
	Iteration 18Q: 3 clusters Score -3.62612e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194351 members 
Mstep: Class 2 contains 98054 members 
Entering Unmasked Estep 
Score: -36261244.000000 Penalty: 6242.604004
	Iteration 19Q: 3 clusters Score -3.626124e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194856 members 
Mstep: Class 2 contains 97549 members 
Entering Unmasked Estep 
Score: -36261248.000000 Penalty: 6242.604004
	Iteration 20F: 3 clusters Score -3.626125e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195345 members 
Mstep: Class 2 contains 97060 members 
Entering Unmasked Estep 
Score: -36261164.000000 Penalty: 6242.604004
	Iteration 21Q: 3 clusters Score -3.626116e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195804 members 
Mstep: Class 2 contains 96601 members 
Entering Unmasked Estep 
Score: -36261188.000000 Penalty: 6242.604004
	Iteration 22Q: 3 clusters Score -3.626119e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196299 members 
Mstep: Class 2 contains 96106 members 
Entering Unmasked Estep 
Score: -36261172.000000 Penalty: 6242.604004
	Iteration 23Q: 3 clusters Score -3.626117e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196793 members 
Mstep: Class 2 contains 95612 members 
Entering Unmasked Estep 
Score: -36261324.000000 Penalty: 6242.604004
	Iteration 24Q: 3 clusters Score -3.626132e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197266 members 
Mstep: Class 2 contains 95139 members 
Entering Unmasked Estep 
Score: -36261352.000000 Penalty: 6242.604004
	Iteration 25Q: 3 clusters Score -3.626135e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197754 members 
Mstep: Class 2 contains 94651 members 
Entering Unmasked Estep 
Score: -36261388.000000 Penalty: 6242.604004
	Iteration 26Q: 3 clusters Score -3.626139e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198280 members 
Mstep: Class 2 contains 94125 members 
Entering Unmasked Estep 
Score: -36261540.000000 Penalty: 6242.604004
	Iteration 27Q: 3 clusters Score -3.626154e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198794 members 
Mstep: Class 2 contains 93611 members 
Entering Unmasked Estep 
Score: -36261512.000000 Penalty: 6242.604004
	Iteration 28Q: 3 clusters Score -3.626151e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199328 members 
Mstep: Class 2 contains 93077 members 
Entering Unmasked Estep 
Score: -36261588.000000 Penalty: 6242.604004
	Iteration 29Q: 3 clusters Score -3.626159e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199883 members 
Mstep: Class 2 contains 92522 members 
Entering Unmasked Estep 
Score: -36261708.000000 Penalty: 6242.604004
	Iteration 30Q: 3 clusters Score -3.626171e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200499 members 
Mstep: Class 2 contains 91906 members 
Entering Unmasked Estep 
Score: -36261704.000000 Penalty: 6242.604004
	Iteration 31Q: 3 clusters Score -3.62617e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201121 members 
Mstep: Class 2 contains 91284 members 
Entering Unmasked Estep 
Score: -36261864.000000 Penalty: 6242.604004
	Iteration 32Q: 3 clusters Score -3.626186e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201733 members 
Mstep: Class 2 contains 90672 members 
Entering Unmasked Estep 
Score: -36261936.000000 Penalty: 6242.604004
	Iteration 33Q: 3 clusters Score -3.626194e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202418 members 
Mstep: Class 2 contains 89987 members 
Entering Unmasked Estep 
Score: -36261976.000000 Penalty: 6242.604004
	Iteration 34Q: 3 clusters Score -3.626198e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203116 members 
Mstep: Class 2 contains 89289 members 
Entering Unmasked Estep 
Score: -36261908.000000 Penalty: 6242.604004
	Iteration 35Q: 3 clusters Score -3.626191e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203852 members 
Mstep: Class 2 contains 88553 members 
Entering Unmasked Estep 
Score: -36261972.000000 Penalty: 6242.604004
	Iteration 36Q: 3 clusters Score -3.626197e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204635 members 
Mstep: Class 2 contains 87770 members 
Entering Unmasked Estep 
Score: -36262108.000000 Penalty: 6242.604004
	Iteration 37Q: 3 clusters Score -3.626211e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205525 members 
Mstep: Class 2 contains 86880 members 
Entering Unmasked Estep 
Score: -36262228.000000 Penalty: 6242.604004
	Iteration 38Q: 3 clusters Score -3.626223e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206464 members 
Mstep: Class 2 contains 85941 members 
Entering Unmasked Estep 
Score: -36262304.000000 Penalty: 6242.604004
	Iteration 39Q: 3 clusters Score -3.62623e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207473 members 
Mstep: Class 2 contains 84932 members 
Entering Unmasked Estep 
Score: -36262368.000000 Penalty: 6242.604004
	Iteration 40F: 3 clusters Score -3.626237e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208579 members 
Mstep: Class 2 contains 83826 members 
Entering Unmasked Estep 
Score: -36262516.000000 Penalty: 6242.604004
	Iteration 41Q: 3 clusters Score -3.626252e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209709 members 
Mstep: Class 2 contains 82696 members 
Entering Unmasked Estep 
Score: -36262664.000000 Penalty: 6242.604004
	Iteration 42Q: 3 clusters Score -3.626266e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210859 members 
Mstep: Class 2 contains 81546 members 
Entering Unmasked Estep 
Score: -36262632.000000 Penalty: 6242.604004
	Iteration 43Q: 3 clusters Score -3.626263e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212183 members 
Mstep: Class 2 contains 80222 members 
Entering Unmasked Estep 
Score: -36262712.000000 Penalty: 6242.604004
	Iteration 44Q: 3 clusters Score -3.626271e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213635 members 
Mstep: Class 2 contains 78770 members 
Entering Unmasked Estep 
Score: -36262956.000000 Penalty: 6242.604004
	Iteration 45Q: 3 clusters Score -3.626296e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215175 members 
Mstep: Class 2 contains 77230 members 
Entering Unmasked Estep 
Score: -36263072.000000 Penalty: 6242.604004
	Iteration 46Q: 3 clusters Score -3.626307e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216829 members 
Mstep: Class 2 contains 75576 members 
Entering Unmasked Estep 
Score: -36263312.000000 Penalty: 6242.604004
	Iteration 47Q: 3 clusters Score -3.626331e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218622 members 
Mstep: Class 2 contains 73783 members 
Entering Unmasked Estep 
Score: -36263464.000000 Penalty: 6242.604004
	Iteration 48Q: 3 clusters Score -3.626346e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220484 members 
Mstep: Class 2 contains 71921 members 
Entering Unmasked Estep 
Score: -36263492.000000 Penalty: 6242.604004
	Iteration 49Q: 3 clusters Score -3.626349e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222325 members 
Mstep: Class 2 contains 70080 members 
Entering Unmasked Estep 
Score: -36263604.000000 Penalty: 6242.604004
	Iteration 50Q: 3 clusters Score -3.62636e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224192 members 
Mstep: Class 2 contains 68213 members 
Entering Unmasked Estep 
Score: -36263576.000000 Penalty: 6242.604004
	Iteration 51Q: 3 clusters Score -3.626358e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226149 members 
Mstep: Class 2 contains 66256 members 
Entering Unmasked Estep 
Score: -36263852.000000 Penalty: 6242.604004
	Iteration 52Q: 3 clusters Score -3.626385e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228184 members 
Mstep: Class 2 contains 64221 members 
Entering Unmasked Estep 
Score: -36264256.000000 Penalty: 6242.604004
	Iteration 53Q: 3 clusters Score -3.626426e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230289 members 
Mstep: Class 2 contains 62116 members 
Entering Unmasked Estep 
Score: -36264240.000000 Penalty: 6242.604004
	Iteration 54Q: 3 clusters Score -3.626424e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232413 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
Score: -36264700.000000 Penalty: 6242.604004
	Iteration 55Q: 3 clusters Score -3.62647e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234577 members 
Mstep: Class 2 contains 57828 members 
Entering Unmasked Estep 
Score: -36264724.000000 Penalty: 6242.604004
	Iteration 56Q: 3 clusters Score -3.626472e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236716 members 
Mstep: Class 2 contains 55689 members 
Entering Unmasked Estep 
Score: -36264884.000000 Penalty: 6242.604004
	Iteration 57Q: 3 clusters Score -3.626488e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238857 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -36265220.000000 Penalty: 6242.604004
	Iteration 58Q: 3 clusters Score -3.626522e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241118 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -36265596.000000 Penalty: 6242.604004
	Iteration 59Q: 3 clusters Score -3.62656e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243670 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -36265804.000000 Penalty: 6242.604004
	Iteration 60F: 3 clusters Score -3.62658e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246384 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -36265988.000000 Penalty: 6242.604004
	Iteration 61Q: 3 clusters Score -3.626599e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249394 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -36266256.000000 Penalty: 6242.604004
	Iteration 62Q: 3 clusters Score -3.626626e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252522 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -36266500.000000 Penalty: 6242.604004
	Iteration 63Q: 3 clusters Score -3.62665e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255878 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -36267048.000000 Penalty: 6242.604004
	Iteration 64Q: 3 clusters Score -3.626705e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259247 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -36267148.000000 Penalty: 6242.604004
	Iteration 65Q: 3 clusters Score -3.626715e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262634 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -36267640.000000 Penalty: 6242.604004
	Iteration 66Q: 3 clusters Score -3.626764e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265887 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -36267824.000000 Penalty: 6242.604004
	Iteration 67Q: 3 clusters Score -3.626782e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268961 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -36267768.000000 Penalty: 6242.604004
	Iteration 68Q: 3 clusters Score -3.626777e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271738 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -36268204.000000 Penalty: 6242.604004
	Iteration 69Q: 3 clusters Score -3.62682e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274317 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -36268284.000000 Penalty: 6242.604004
	Iteration 70Q: 3 clusters Score -3.626828e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276641 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -36268492.000000 Penalty: 6242.604004
	Iteration 71Q: 3 clusters Score -3.626849e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278701 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -36268560.000000 Penalty: 6242.604004
	Iteration 72Q: 3 clusters Score -3.626856e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280421 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -36268780.000000 Penalty: 6242.604004
	Iteration 73Q: 3 clusters Score -3.626878e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281848 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -36268688.000000 Penalty: 6242.604004
	Iteration 74Q: 3 clusters Score -3.626869e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283070 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -36268704.000000 Penalty: 6242.604004
	Iteration 75Q: 3 clusters Score -3.62687e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284113 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -36268704.000000 Penalty: 6242.604004
	Iteration 76Q: 3 clusters Score -3.62687e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284987 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -36268696.000000 Penalty: 6242.604004
	Iteration 77Q: 3 clusters Score -3.62687e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285721 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -36268600.000000 Penalty: 6242.604004
	Iteration 78Q: 3 clusters Score -3.62686e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286339 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -36268600.000000 Penalty: 6242.604004
	Iteration 79Q: 3 clusters Score -3.62686e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286876 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -36268640.000000 Penalty: 6242.604004
	Iteration 80F: 3 clusters Score -3.626864e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287388 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -36268480.000000 Penalty: 6242.604004
	Iteration 81Q: 3 clusters Score -3.626848e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287806 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -36268384.000000 Penalty: 6242.604004
	Iteration 82Q: 3 clusters Score -3.626838e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288177 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -36268416.000000 Penalty: 6242.604004
	Iteration 83Q: 3 clusters Score -3.626842e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288485 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -36268372.000000 Penalty: 6242.604004
	Iteration 84Q: 3 clusters Score -3.626837e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288747 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -36268332.000000 Penalty: 6242.604004
	Iteration 85Q: 3 clusters Score -3.626833e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288946 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -36268364.000000 Penalty: 6242.604004
	Iteration 86Q: 3 clusters Score -3.626836e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289138 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -36268272.000000 Penalty: 6242.604004
	Iteration 87Q: 3 clusters Score -3.626827e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289300 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -36268256.000000 Penalty: 6242.604004
	Iteration 88Q: 3 clusters Score -3.626826e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289436 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -36268244.000000 Penalty: 6242.604004
	Iteration 89Q: 3 clusters Score -3.626824e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289563 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -36268260.000000 Penalty: 6242.604004
	Iteration 90Q: 3 clusters Score -3.626826e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289668 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -36268236.000000 Penalty: 6242.604004
	Iteration 91Q: 3 clusters Score -3.626824e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289759 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -36268240.000000 Penalty: 6242.604004
	Iteration 92Q: 3 clusters Score -3.626824e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289837 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -36268216.000000 Penalty: 6242.604004
	Iteration 93Q: 3 clusters Score -3.626822e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289891 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -36268232.000000 Penalty: 6242.604004
	Iteration 94Q: 3 clusters Score -3.626823e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289941 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -36268188.000000 Penalty: 6242.604004
	Iteration 95Q: 3 clusters Score -3.626819e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289975 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -36268188.000000 Penalty: 6242.604004
	Iteration 96Q: 3 clusters Score -3.626819e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290017 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -36268200.000000 Penalty: 6242.604004
	Iteration 97Q: 3 clusters Score -3.62682e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290060 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -36268152.000000 Penalty: 6242.604004
	Iteration 98Q: 3 clusters Score -3.626815e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290101 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -36268128.000000 Penalty: 6242.604004
	Iteration 99Q: 3 clusters Score -3.626813e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290129 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -36268144.000000 Penalty: 6242.604004
	Iteration 100F: 3 clusters Score -3.626814e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290151 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -36268124.000000 Penalty: 6242.604004
	Iteration 101Q: 3 clusters Score -3.626812e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290168 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -36268124.000000 Penalty: 6242.604004
	Iteration 102Q: 3 clusters Score -3.626812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290186 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -36268104.000000 Penalty: 6242.604004
	Iteration 103Q: 3 clusters Score -3.62681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290199 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -36268116.000000 Penalty: 6242.604004
	Iteration 104Q: 3 clusters Score -3.626812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290212 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -36268116.000000 Penalty: 6242.604004
	Iteration 105Q: 3 clusters Score -3.626812e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290232 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -36268100.000000 Penalty: 6242.604004
	Iteration 106Q: 3 clusters Score -3.62681e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290249 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -36268120.000000 Penalty: 6242.604004
	Iteration 107Q: 3 clusters Score -3.626812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290261 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -36268108.000000 Penalty: 6242.604004
	Iteration 108Q: 3 clusters Score -3.626811e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290275 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -36268104.000000 Penalty: 6242.604004
	Iteration 109Q: 3 clusters Score -3.62681e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290291 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -36268092.000000 Penalty: 6242.604004
	Iteration 110Q: 3 clusters Score -3.626809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290304 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -36268068.000000 Penalty: 6242.604004
	Iteration 111Q: 3 clusters Score -3.626807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290312 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -36268096.000000 Penalty: 6242.604004
	Iteration 112Q: 3 clusters Score -3.62681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290318 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -36268072.000000 Penalty: 6242.604004
	Iteration 113Q: 3 clusters Score -3.626807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290324 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -36268076.000000 Penalty: 6242.604004
	Iteration 114Q: 3 clusters Score -3.626808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290334 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -36268068.000000 Penalty: 6242.604004
	Iteration 115Q: 3 clusters Score -3.626807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290337 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -36268088.000000 Penalty: 6242.604004
	Iteration 116Q: 3 clusters Score -3.626809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290341 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -36268080.000000 Penalty: 6242.604004
	Iteration 117Q: 3 clusters Score -3.626808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290343 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -36268052.000000 Penalty: 6242.604004
	Iteration 118Q: 3 clusters Score -3.626805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290347 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -36268076.000000 Penalty: 6242.604004
	Iteration 119Q: 3 clusters Score -3.626808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290348 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -36268080.000000 Penalty: 6242.604004
	Iteration 120F: 3 clusters Score -3.626808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290350 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -36268076.000000 Penalty: 6242.604004
	Iteration 121Q: 3 clusters Score -3.626808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290351 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -36268064.000000 Penalty: 6242.604004
	Iteration 122Q: 3 clusters Score -3.626806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290351 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -36268064.000000 Penalty: 6242.604004
	Iteration 123F: 3 clusters Score -3.626806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Entering Unmasked Estep 
Score: -296672.937500 Penalty: 1962.915771
	Iteration 0F: 2 clusters Score -296672.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -293608.906250 Penalty: 3925.831543
	Iteration 0F: 3 clusters Score -293608.9 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -294200.593750 Penalty: 3925.831543
	Iteration 1F: 3 clusters Score -294200.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -294351.625000 Penalty: 3925.831543
	Iteration 2F: 3 clusters Score -294351.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -294421.281250 Penalty: 3925.831543
	Iteration 3Q: 3 clusters Score -294421.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -294458.687500 Penalty: 3925.831543
	Iteration 4Q: 3 clusters Score -294458.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -294487.062500 Penalty: 3925.831543
	Iteration 5Q: 3 clusters Score -294487.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -294509.937500 Penalty: 3925.831543
	Iteration 6Q: 3 clusters Score -294509.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -294529.625000 Penalty: 3925.831543
	Iteration 7Q: 3 clusters Score -294529.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -294552.281250 Penalty: 3925.831543
	Iteration 8Q: 3 clusters Score -294552.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -294574.500000 Penalty: 3925.831543
	Iteration 9Q: 3 clusters Score -294574.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -294593.312500 Penalty: 3925.831543
	Iteration 10Q: 3 clusters Score -294593.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -294616.062500 Penalty: 3925.831543
	Iteration 11Q: 3 clusters Score -294616.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -294633.718750 Penalty: 3925.831543
	Iteration 12Q: 3 clusters Score -294633.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -294654.218750 Penalty: 3925.831543
	Iteration 13Q: 3 clusters Score -294654.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -294663.062500 Penalty: 3925.831543
	Iteration 14Q: 3 clusters Score -294663.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -294671.656250 Penalty: 3925.831543
	Iteration 15Q: 3 clusters Score -294671.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -294679.937500 Penalty: 3925.831543
	Iteration 16Q: 3 clusters Score -294679.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -294685.406250 Penalty: 3925.831543
	Iteration 17Q: 3 clusters Score -294685.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -294690.250000 Penalty: 3925.831543
	Iteration 18Q: 3 clusters Score -294690.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -294694.343750 Penalty: 3925.831543
	Iteration 19Q: 3 clusters Score -294694.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -294697.187500 Penalty: 3925.831543
	Iteration 20F: 3 clusters Score -294697.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -294701.062500 Penalty: 3925.831543
	Iteration 21Q: 3 clusters Score -294701.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -294705.968750 Penalty: 3925.831543
	Iteration 22Q: 3 clusters Score -294706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -294712.375000 Penalty: 3925.831543
	Iteration 23Q: 3 clusters Score -294712.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -294720.937500 Penalty: 3925.831543
	Iteration 24Q: 3 clusters Score -294720.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -294730.781250 Penalty: 3925.831543
	Iteration 25Q: 3 clusters Score -294730.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -294735.250000 Penalty: 3925.831543
	Iteration 26Q: 3 clusters Score -294735.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -294740.500000 Penalty: 3925.831543
	Iteration 27Q: 3 clusters Score -294740.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -294749.625000 Penalty: 3925.831543
	Iteration 28Q: 3 clusters Score -294749.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -294761.625000 Penalty: 3925.831543
	Iteration 29Q: 3 clusters Score -294761.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -294774.625000 Penalty: 3925.831543
	Iteration 30Q: 3 clusters Score -294774.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -294784.187500 Penalty: 3925.831543
	Iteration 31Q: 3 clusters Score -294784.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -294797.093750 Penalty: 3925.831543
	Iteration 32Q: 3 clusters Score -294797.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -294810.000000 Penalty: 3925.831543
	Iteration 33Q: 3 clusters Score -294810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -294823.843750 Penalty: 3925.831543
	Iteration 34Q: 3 clusters Score -294823.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -294834.218750 Penalty: 3925.831543
	Iteration 35Q: 3 clusters Score -294834.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -294853.250000 Penalty: 3925.831543
	Iteration 36Q: 3 clusters Score -294853.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -294878.500000 Penalty: 3925.831543
	Iteration 37Q: 3 clusters Score -294878.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -294899.656250 Penalty: 3925.831543
	Iteration 38Q: 3 clusters Score -294899.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -294930.781250 Penalty: 3925.831543
	Iteration 39Q: 3 clusters Score -294930.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -294957.218750 Penalty: 3925.831543
	Iteration 40F: 3 clusters Score -294957.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -294976.937500 Penalty: 3925.831543
	Iteration 41Q: 3 clusters Score -294976.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -294993.062500 Penalty: 3925.831543
	Iteration 42Q: 3 clusters Score -294993.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -295002.656250 Penalty: 3925.831543
	Iteration 43Q: 3 clusters Score -295002.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -295013.531250 Penalty: 3925.831543
	Iteration 44Q: 3 clusters Score -295013.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -295023.968750 Penalty: 3925.831543
	Iteration 45Q: 3 clusters Score -295024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -295029.031250 Penalty: 3925.831543
	Iteration 46Q: 3 clusters Score -295029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -295035.531250 Penalty: 3925.831543
	Iteration 47Q: 3 clusters Score -295035.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -295044.687500 Penalty: 3925.831543
	Iteration 48Q: 3 clusters Score -295044.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -295053.468750 Penalty: 3925.831543
	Iteration 49Q: 3 clusters Score -295053.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -295062.437500 Penalty: 3925.831543
	Iteration 50Q: 3 clusters Score -295062.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -295073.500000 Penalty: 3925.831543
	Iteration 51Q: 3 clusters Score -295073.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -295083.500000 Penalty: 3925.831543
	Iteration 52Q: 3 clusters Score -295083.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -295095.031250 Penalty: 3925.831543
	Iteration 53Q: 3 clusters Score -295095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -295103.406250 Penalty: 3925.831543
	Iteration 54Q: 3 clusters Score -295103.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -295116.718750 Penalty: 3925.831543
	Iteration 55Q: 3 clusters Score -295116.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -295129.062500 Penalty: 3925.831543
	Iteration 56Q: 3 clusters Score -295129.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -295136.281250 Penalty: 3925.831543
	Iteration 57Q: 3 clusters Score -295136.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -295141.125000 Penalty: 3925.831543
	Iteration 58Q: 3 clusters Score -295141.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -295145.406250 Penalty: 3925.831543
	Iteration 59Q: 3 clusters Score -295145.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -295149.031250 Penalty: 3925.831543
	Iteration 60F: 3 clusters Score -295149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -295150.187500 Penalty: 3925.831543
	Iteration 61Q: 3 clusters Score -295150.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -295150.312500 Penalty: 3925.831543
	Iteration 62Q: 3 clusters Score -295150.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -295150.531250 Penalty: 3925.831543
	Iteration 63Q: 3 clusters Score -295150.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -295150.625000 Penalty: 3925.831543
	Iteration 64Q: 3 clusters Score -295150.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -295150.625000 Penalty: 3925.831543
	Iteration 65F: 3 clusters Score -295150.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Entering Unmasked Estep 
Score: -1009652.750000 Penalty: 2245.459229
	Iteration 0F: 2 clusters Score -1009653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1002897.437500 Penalty: 4490.918457
	Iteration 0F: 3 clusters Score -1002897 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1004866.812500 Penalty: 4490.918457
	Iteration 1F: 3 clusters Score -1004867 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1005437.562500 Penalty: 4490.918457
	Iteration 2F: 3 clusters Score -1005438 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1006011.875000 Penalty: 4490.918457
	Iteration 3F: 3 clusters Score -1006012 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1006604.812500 Penalty: 4490.918457
	Iteration 4F: 3 clusters Score -1006605 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1007129.750000 Penalty: 4490.918457
	Iteration 5F: 3 clusters Score -1007130 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1007571.250000 Penalty: 4490.918457
	Iteration 6F: 3 clusters Score -1007571 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1007895.062500 Penalty: 4490.918457
	Iteration 7F: 3 clusters Score -1007895 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1008087.562500 Penalty: 4490.918457
	Iteration 8Q: 3 clusters Score -1008088 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1008232.562500 Penalty: 4490.918457
	Iteration 9Q: 3 clusters Score -1008233 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1008323.062500 Penalty: 4490.918457
	Iteration 10Q: 3 clusters Score -1008323 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1008407.437500 Penalty: 4490.918457
	Iteration 11Q: 3 clusters Score -1008407 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1008454.500000 Penalty: 4490.918457
	Iteration 12Q: 3 clusters Score -1008454 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1008485.812500 Penalty: 4490.918457
	Iteration 13Q: 3 clusters Score -1008486 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1008508.250000 Penalty: 4490.918457
	Iteration 14Q: 3 clusters Score -1008508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1008529.000000 Penalty: 4490.918457
	Iteration 15Q: 3 clusters Score -1008529 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1008550.000000 Penalty: 4490.918457
	Iteration 16Q: 3 clusters Score -1008550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1008566.750000 Penalty: 4490.918457
	Iteration 17Q: 3 clusters Score -1008567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1008581.562500 Penalty: 4490.918457
	Iteration 18Q: 3 clusters Score -1008582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1008596.000000 Penalty: 4490.918457
	Iteration 19Q: 3 clusters Score -1008596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1008605.062500 Penalty: 4490.918457
	Iteration 20F: 3 clusters Score -1008605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1008619.250000 Penalty: 4490.918457
	Iteration 21Q: 3 clusters Score -1008619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1008622.812500 Penalty: 4490.918457
	Iteration 22Q: 3 clusters Score -1008623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1008626.250000 Penalty: 4490.918457
	Iteration 23Q: 3 clusters Score -1008626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1008630.250000 Penalty: 4490.918457
	Iteration 24Q: 3 clusters Score -1008630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1008631.875000 Penalty: 4490.918457
	Iteration 25Q: 3 clusters Score -1008632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1008633.937500 Penalty: 4490.918457
	Iteration 26Q: 3 clusters Score -1008634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1008632.687500 Penalty: 4490.918457
	Iteration 27Q: 3 clusters Score -1008633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1008633.437500 Penalty: 4490.918457
	Iteration 28Q: 3 clusters Score -1008633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1008634.250000 Penalty: 4490.918457
	Iteration 29Q: 3 clusters Score -1008634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1008636.687500 Penalty: 4490.918457
	Iteration 30Q: 3 clusters Score -1008637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1008638.750000 Penalty: 4490.918457
	Iteration 31Q: 3 clusters Score -1008639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1008638.687500 Penalty: 4490.918457
	Iteration 32Q: 3 clusters Score -1008639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1008641.750000 Penalty: 4490.918457
	Iteration 33Q: 3 clusters Score -1008642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1008641.750000 Penalty: 4490.918457
	Iteration 34F: 3 clusters Score -1008642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Entering Unmasked Estep 
Score: -762122.375000 Penalty: 2170.797119
	Iteration 0F: 2 clusters Score -762122.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -756762.312500 Penalty: 4341.594238
	Iteration 0F: 3 clusters Score -756762.3 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -758115.250000 Penalty: 4341.594238
	Iteration 1F: 3 clusters Score -758115.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -758407.937500 Penalty: 4341.594238
	Iteration 2F: 3 clusters Score -758407.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -758638.437500 Penalty: 4341.594238
	Iteration 3F: 3 clusters Score -758638.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -758841.687500 Penalty: 4341.594238
	Iteration 4F: 3 clusters Score -758841.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -759051.000000 Penalty: 4341.594238
	Iteration 5Q: 3 clusters Score -759051 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -759298.750000 Penalty: 4341.594238
	Iteration 6Q: 3 clusters Score -759298.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -759587.937500 Penalty: 4341.594238
	Iteration 7Q: 3 clusters Score -759587.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -759953.375000 Penalty: 4341.594238
	Iteration 8Q: 3 clusters Score -759953.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -760305.937500 Penalty: 4341.594238
	Iteration 9F: 3 clusters Score -760305.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -760633.500000 Penalty: 4341.594238
	Iteration 10Q: 3 clusters Score -760633.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -760906.125000 Penalty: 4341.594238
	Iteration 11Q: 3 clusters Score -760906.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -761060.000000 Penalty: 4341.594238
	Iteration 12Q: 3 clusters Score -761060 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -761169.187500 Penalty: 4341.594238
	Iteration 13Q: 3 clusters Score -761169.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -761222.500000 Penalty: 4341.594238
	Iteration 14Q: 3 clusters Score -761222.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -761257.375000 Penalty: 4341.594238
	Iteration 15Q: 3 clusters Score -761257.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -761270.187500 Penalty: 4341.594238
	Iteration 16Q: 3 clusters Score -761270.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -761278.750000 Penalty: 4341.594238
	Iteration 17Q: 3 clusters Score -761278.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -761286.125000 Penalty: 4341.594238
	Iteration 18Q: 3 clusters Score -761286.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -761290.187500 Penalty: 4341.594238
	Iteration 19Q: 3 clusters Score -761290.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -761294.812500 Penalty: 4341.594238
	Iteration 20F: 3 clusters Score -761294.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -761298.312500 Penalty: 4341.594238
	Iteration 21Q: 3 clusters Score -761298.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -761299.437500 Penalty: 4341.594238
	Iteration 22Q: 3 clusters Score -761299.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -761300.625000 Penalty: 4341.594238
	Iteration 23Q: 3 clusters Score -761300.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -761302.000000 Penalty: 4341.594238
	Iteration 24Q: 3 clusters Score -761302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -761304.937500 Penalty: 4341.594238
	Iteration 25Q: 3 clusters Score -761304.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -761304.687500 Penalty: 4341.594238
	Iteration 26Q: 3 clusters Score -761304.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -761304.687500 Penalty: 4341.594238
	Iteration 27F: 3 clusters Score -761304.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Entering Unmasked Estep 
Score: -1607286.625000 Penalty: 2349.097168
	Iteration 0F: 2 clusters Score -1607287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1597589.750000 Penalty: 4698.194336
	Iteration 0F: 3 clusters Score -1597590 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1600594.500000 Penalty: 4698.194336
	Iteration 1F: 3 clusters Score -1600594 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1600925.000000 Penalty: 4698.194336
	Iteration 2F: 3 clusters Score -1600925 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1601183.625000 Penalty: 4698.194336
	Iteration 3Q: 3 clusters Score -1601184 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1601401.500000 Penalty: 4698.194336
	Iteration 4Q: 3 clusters Score -1601402 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1601580.875000 Penalty: 4698.194336
	Iteration 5Q: 3 clusters Score -1601581 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1601739.375000 Penalty: 4698.194336
	Iteration 6Q: 3 clusters Score -1601739 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1601902.500000 Penalty: 4698.194336
	Iteration 7Q: 3 clusters Score -1601902 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1602067.375000 Penalty: 4698.194336
	Iteration 8Q: 3 clusters Score -1602067 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1602233.500000 Penalty: 4698.194336
	Iteration 9Q: 3 clusters Score -1602234 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1602397.625000 Penalty: 4698.194336
	Iteration 10Q: 3 clusters Score -1602398 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1602585.625000 Penalty: 4698.194336
	Iteration 11Q: 3 clusters Score -1602586 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1602817.625000 Penalty: 4698.194336
	Iteration 12Q: 3 clusters Score -1602818 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1603072.000000 Penalty: 4698.194336
	Iteration 13Q: 3 clusters Score -1603072 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1603365.125000 Penalty: 4698.194336
	Iteration 14Q: 3 clusters Score -1603365 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1603619.750000 Penalty: 4698.194336
	Iteration 15Q: 3 clusters Score -1603620 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1603833.125000 Penalty: 4698.194336
	Iteration 16Q: 3 clusters Score -1603833 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1603993.000000 Penalty: 4698.194336
	Iteration 17Q: 3 clusters Score -1603993 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1604133.750000 Penalty: 4698.194336
	Iteration 18Q: 3 clusters Score -1604134 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1604239.875000 Penalty: 4698.194336
	Iteration 19Q: 3 clusters Score -1604240 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1604328.750000 Penalty: 4698.194336
	Iteration 20F: 3 clusters Score -1604329 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1604400.875000 Penalty: 4698.194336
	Iteration 21Q: 3 clusters Score -1604401 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1604482.875000 Penalty: 4698.194336
	Iteration 22Q: 3 clusters Score -1604483 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1604535.000000 Penalty: 4698.194336
	Iteration 23Q: 3 clusters Score -1604535 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1604582.375000 Penalty: 4698.194336
	Iteration 24Q: 3 clusters Score -1604582 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1604631.250000 Penalty: 4698.194336
	Iteration 25Q: 3 clusters Score -1604631 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1604686.000000 Penalty: 4698.194336
	Iteration 26Q: 3 clusters Score -1604686 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1604731.625000 Penalty: 4698.194336
	Iteration 27Q: 3 clusters Score -1604732 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1604783.000000 Penalty: 4698.194336
	Iteration 28Q: 3 clusters Score -1604783 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1604829.500000 Penalty: 4698.194336
	Iteration 29Q: 3 clusters Score -1604830 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1604870.625000 Penalty: 4698.194336
	Iteration 30Q: 3 clusters Score -1604871 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1604909.375000 Penalty: 4698.194336
	Iteration 31Q: 3 clusters Score -1604909 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1604944.750000 Penalty: 4698.194336
	Iteration 32Q: 3 clusters Score -1604945 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1604979.250000 Penalty: 4698.194336
	Iteration 33Q: 3 clusters Score -1604979 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1605006.625000 Penalty: 4698.194336
	Iteration 34Q: 3 clusters Score -1605007 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1605028.250000 Penalty: 4698.194336
	Iteration 35Q: 3 clusters Score -1605028 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1605050.000000 Penalty: 4698.194336
	Iteration 36Q: 3 clusters Score -1605050 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1605071.125000 Penalty: 4698.194336
	Iteration 37Q: 3 clusters Score -1605071 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1605089.000000 Penalty: 4698.194336
	Iteration 38Q: 3 clusters Score -1605089 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1605101.250000 Penalty: 4698.194336
	Iteration 39Q: 3 clusters Score -1605101 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1605115.000000 Penalty: 4698.194336
	Iteration 40F: 3 clusters Score -1605115 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1605126.250000 Penalty: 4698.194336
	Iteration 41Q: 3 clusters Score -1605126 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1605135.125000 Penalty: 4698.194336
	Iteration 42Q: 3 clusters Score -1605135 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1605152.625000 Penalty: 4698.194336
	Iteration 43Q: 3 clusters Score -1605153 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1605161.250000 Penalty: 4698.194336
	Iteration 44Q: 3 clusters Score -1605161 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1605179.250000 Penalty: 4698.194336
	Iteration 45Q: 3 clusters Score -1605179 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1605183.875000 Penalty: 4698.194336
	Iteration 46Q: 3 clusters Score -1605184 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1605191.750000 Penalty: 4698.194336
	Iteration 47Q: 3 clusters Score -1605192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1605198.125000 Penalty: 4698.194336
	Iteration 48Q: 3 clusters Score -1605198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1605201.375000 Penalty: 4698.194336
	Iteration 49Q: 3 clusters Score -1605201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1605208.625000 Penalty: 4698.194336
	Iteration 50Q: 3 clusters Score -1605209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1605219.000000 Penalty: 4698.194336
	Iteration 51Q: 3 clusters Score -1605219 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1605222.125000 Penalty: 4698.194336
	Iteration 52Q: 3 clusters Score -1605222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1605229.375000 Penalty: 4698.194336
	Iteration 53Q: 3 clusters Score -1605229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1605235.625000 Penalty: 4698.194336
	Iteration 54Q: 3 clusters Score -1605236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1605242.625000 Penalty: 4698.194336
	Iteration 55Q: 3 clusters Score -1605243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1605238.125000 Penalty: 4698.194336
	Iteration 56Q: 3 clusters Score -1605238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1605241.875000 Penalty: 4698.194336
	Iteration 57Q: 3 clusters Score -1605242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1605243.625000 Penalty: 4698.194336
	Iteration 58Q: 3 clusters Score -1605244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1605246.500000 Penalty: 4698.194336
	Iteration 59Q: 3 clusters Score -1605246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1605248.875000 Penalty: 4698.194336
	Iteration 60F: 3 clusters Score -1605249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1605245.000000 Penalty: 4698.194336
	Iteration 61Q: 3 clusters Score -1605245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1605246.125000 Penalty: 4698.194336
	Iteration 62Q: 3 clusters Score -1605246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1605253.125000 Penalty: 4698.194336
	Iteration 63Q: 3 clusters Score -1605253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1605251.625000 Penalty: 4698.194336
	Iteration 64Q: 3 clusters Score -1605252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1605256.000000 Penalty: 4698.194336
	Iteration 65Q: 3 clusters Score -1605256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1605257.625000 Penalty: 4698.194336
	Iteration 66Q: 3 clusters Score -1605258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1605256.000000 Penalty: 4698.194336
	Iteration 67Q: 3 clusters Score -1605256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1605258.125000 Penalty: 4698.194336
	Iteration 68Q: 3 clusters Score -1605258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1605258.125000 Penalty: 4698.194336
	Iteration 69F: 3 clusters Score -1605258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (278255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278255 members 
Entering Unmasked Estep 
Score: -34493496.000000 Penalty: 3109.000732
	Iteration 0F: 2 clusters Score -3.44935e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138981 members 
Mstep: Class 2 contains 139274 members 
Entering Unmasked Estep 
Score: -34314304.000000 Penalty: 6218.001465
	Iteration 0F: 3 clusters Score -3.43143e+07 nChanged 134695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137908 members 
Mstep: Class 2 contains 140347 members 
Entering Unmasked Estep 
Score: -34394528.000000 Penalty: 6218.001465
	Iteration 1F: 3 clusters Score -3.439453e+07 nChanged 8706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136528 members 
Mstep: Class 2 contains 141727 members 
Entering Unmasked Estep 
Score: -34397356.000000 Penalty: 6218.001465
	Iteration 2Q: 3 clusters Score -3.439736e+07 nChanged 11110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133746 members 
Mstep: Class 2 contains 144509 members 
Entering Unmasked Estep 
Score: -34401828.000000 Penalty: 6218.001465
	Iteration 3Q: 3 clusters Score -3.440183e+07 nChanged 14030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128698 members 
Mstep: Class 2 contains 149557 members 
Entering Unmasked Estep 
Score: -34409180.000000 Penalty: 6218.001465
	Iteration 4F: 3 clusters Score -3.440918e+07 nChanged 17987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120289 members 
Mstep: Class 2 contains 157966 members 
Entering Unmasked Estep 
Score: -34420812.000000 Penalty: 6218.001465
	Iteration 5F: 3 clusters Score -3.442081e+07 nChanged 21731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109142 members 
Mstep: Class 2 contains 169113 members 
Entering Unmasked Estep 
Score: -34439640.000000 Penalty: 6218.001465
	Iteration 6F: 3 clusters Score -3.443964e+07 nChanged 22040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98388 members 
Mstep: Class 2 contains 179867 members 
Entering Unmasked Estep 
Score: -34459000.000000 Penalty: 6218.001465
	Iteration 7F: 3 clusters Score -3.4459e+07 nChanged 16977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91145 members 
Mstep: Class 2 contains 187110 members 
Entering Unmasked Estep 
Score: -34470320.000000 Penalty: 6218.001465
	Iteration 8F: 3 clusters Score -3.447032e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86529 members 
Mstep: Class 2 contains 191726 members 
Entering Unmasked Estep 
Score: -34474524.000000 Penalty: 6218.001465
	Iteration 9Q: 3 clusters Score -3.447452e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 195570 members 
Entering Unmasked Estep 
Score: -34476692.000000 Penalty: 6218.001465
	Iteration 10Q: 3 clusters Score -3.447669e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79037 members 
Mstep: Class 2 contains 199218 members 
Entering Unmasked Estep 
Score: -34478412.000000 Penalty: 6218.001465
	Iteration 11Q: 3 clusters Score -3.447841e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75542 members 
Mstep: Class 2 contains 202713 members 
Entering Unmasked Estep 
Score: -34479876.000000 Penalty: 6218.001465
	Iteration 12Q: 3 clusters Score -3.447988e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72213 members 
Mstep: Class 2 contains 206042 members 
Entering Unmasked Estep 
Score: -34481016.000000 Penalty: 6218.001465
	Iteration 13Q: 3 clusters Score -3.448102e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69077 members 
Mstep: Class 2 contains 209178 members 
Entering Unmasked Estep 
Score: -34482144.000000 Penalty: 6218.001465
	Iteration 14Q: 3 clusters Score -3.448214e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65988 members 
Mstep: Class 2 contains 212267 members 
Entering Unmasked Estep 
Score: -34482960.000000 Penalty: 6218.001465
	Iteration 15Q: 3 clusters Score -3.448296e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 215427 members 
Entering Unmasked Estep 
Score: -34483876.000000 Penalty: 6218.001465
	Iteration 16Q: 3 clusters Score -3.448388e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59827 members 
Mstep: Class 2 contains 218428 members 
Entering Unmasked Estep 
Score: -34484428.000000 Penalty: 6218.001465
	Iteration 17Q: 3 clusters Score -3.448443e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56849 members 
Mstep: Class 2 contains 221406 members 
Entering Unmasked Estep 
Score: -34484980.000000 Penalty: 6218.001465
	Iteration 18Q: 3 clusters Score -3.448498e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53973 members 
Mstep: Class 2 contains 224282 members 
Entering Unmasked Estep 
Score: -34485620.000000 Penalty: 6218.001465
	Iteration 19Q: 3 clusters Score -3.448562e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 227158 members 
Entering Unmasked Estep 
Score: -34486256.000000 Penalty: 6218.001465
	Iteration 20F: 3 clusters Score -3.448626e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 229971 members 
Entering Unmasked Estep 
Score: -34486908.000000 Penalty: 6218.001465
	Iteration 21Q: 3 clusters Score -3.448691e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 232586 members 
Entering Unmasked Estep 
Score: -34487584.000000 Penalty: 6218.001465
	Iteration 22Q: 3 clusters Score -3.448758e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 235171 members 
Entering Unmasked Estep 
Score: -34488008.000000 Penalty: 6218.001465
	Iteration 23Q: 3 clusters Score -3.448801e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 237636 members 
Entering Unmasked Estep 
Score: -34488500.000000 Penalty: 6218.001465
	Iteration 24Q: 3 clusters Score -3.44885e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 240255 members 
Entering Unmasked Estep 
Score: -34489060.000000 Penalty: 6218.001465
	Iteration 25Q: 3 clusters Score -3.448906e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 243044 members 
Entering Unmasked Estep 
Score: -34489488.000000 Penalty: 6218.001465
	Iteration 26Q: 3 clusters Score -3.448949e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 245913 members 
Entering Unmasked Estep 
Score: -34489720.000000 Penalty: 6218.001465
	Iteration 27Q: 3 clusters Score -3.448972e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 248701 members 
Entering Unmasked Estep 
Score: -34490052.000000 Penalty: 6218.001465
	Iteration 28Q: 3 clusters Score -3.449005e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 251512 members 
Entering Unmasked Estep 
Score: -34490452.000000 Penalty: 6218.001465
	Iteration 29Q: 3 clusters Score -3.449045e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 254212 members 
Entering Unmasked Estep 
Score: -34490888.000000 Penalty: 6218.001465
	Iteration 30Q: 3 clusters Score -3.449089e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 256871 members 
Entering Unmasked Estep 
Score: -34491440.000000 Penalty: 6218.001465
	Iteration 31Q: 3 clusters Score -3.449144e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 259497 members 
Entering Unmasked Estep 
Score: -34491804.000000 Penalty: 6218.001465
	Iteration 32Q: 3 clusters Score -3.44918e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 261953 members 
Entering Unmasked Estep 
Score: -34492308.000000 Penalty: 6218.001465
	Iteration 33Q: 3 clusters Score -3.449231e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 264193 members 
Entering Unmasked Estep 
Score: -34492448.000000 Penalty: 6218.001465
	Iteration 34Q: 3 clusters Score -3.449245e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 266121 members 
Entering Unmasked Estep 
Score: -34492976.000000 Penalty: 6218.001465
	Iteration 35Q: 3 clusters Score -3.449298e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 267769 members 
Entering Unmasked Estep 
Score: -34493056.000000 Penalty: 6218.001465
	Iteration 36Q: 3 clusters Score -3.449306e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 269203 members 
Entering Unmasked Estep 
Score: -34493072.000000 Penalty: 6218.001465
	Iteration 37Q: 3 clusters Score -3.449307e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 270382 members 
Entering Unmasked Estep 
Score: -34493044.000000 Penalty: 6218.001465
	Iteration 38Q: 3 clusters Score -3.449304e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 271422 members 
Entering Unmasked Estep 
Score: -34493140.000000 Penalty: 6218.001465
	Iteration 39Q: 3 clusters Score -3.449314e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 272335 members 
Entering Unmasked Estep 
Score: -34493060.000000 Penalty: 6218.001465
	Iteration 40F: 3 clusters Score -3.449306e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 273051 members 
Entering Unmasked Estep 
Score: -34492960.000000 Penalty: 6218.001465
	Iteration 41Q: 3 clusters Score -3.449296e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 273636 members 
Entering Unmasked Estep 
Score: -34492736.000000 Penalty: 6218.001465
	Iteration 42Q: 3 clusters Score -3.449274e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 274124 members 
Entering Unmasked Estep 
Score: -34492616.000000 Penalty: 6218.001465
	Iteration 43Q: 3 clusters Score -3.449262e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 274521 members 
Entering Unmasked Estep 
Score: -34492560.000000 Penalty: 6218.001465
	Iteration 44Q: 3 clusters Score -3.449256e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 274857 members 
Entering Unmasked Estep 
Score: -34492500.000000 Penalty: 6218.001465
	Iteration 45Q: 3 clusters Score -3.44925e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 275120 members 
Entering Unmasked Estep 
Score: -34492448.000000 Penalty: 6218.001465
	Iteration 46Q: 3 clusters Score -3.449245e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 275329 members 
Entering Unmasked Estep 
Score: -34492372.000000 Penalty: 6218.001465
	Iteration 47Q: 3 clusters Score -3.449237e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 275510 members 
Entering Unmasked Estep 
Score: -34492292.000000 Penalty: 6218.001465
	Iteration 48Q: 3 clusters Score -3.449229e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 275635 members 
Entering Unmasked Estep 
Score: -34492328.000000 Penalty: 6218.001465
	Iteration 49Q: 3 clusters Score -3.449233e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 275749 members 
Entering Unmasked Estep 
Score: -34492348.000000 Penalty: 6218.001465
	Iteration 50Q: 3 clusters Score -3.449235e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 275831 members 
Entering Unmasked Estep 
Score: -34492272.000000 Penalty: 6218.001465
	Iteration 51Q: 3 clusters Score -3.449227e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 275911 members 
Entering Unmasked Estep 
Score: -34492240.000000 Penalty: 6218.001465
	Iteration 52Q: 3 clusters Score -3.449224e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 275972 members 
Entering Unmasked Estep 
Score: -34492220.000000 Penalty: 6218.001465
	Iteration 53Q: 3 clusters Score -3.449222e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 276023 members 
Entering Unmasked Estep 
Score: -34492228.000000 Penalty: 6218.001465
	Iteration 54Q: 3 clusters Score -3.449223e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 276063 members 
Entering Unmasked Estep 
Score: -34492212.000000 Penalty: 6218.001465
	Iteration 55Q: 3 clusters Score -3.449221e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 276096 members 
Entering Unmasked Estep 
Score: -34492204.000000 Penalty: 6218.001465
	Iteration 56Q: 3 clusters Score -3.44922e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 276124 members 
Entering Unmasked Estep 
Score: -34492164.000000 Penalty: 6218.001465
	Iteration 57Q: 3 clusters Score -3.449216e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 276148 members 
Entering Unmasked Estep 
Score: -34492172.000000 Penalty: 6218.001465
	Iteration 58Q: 3 clusters Score -3.449217e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 276169 members 
Entering Unmasked Estep 
Score: -34492164.000000 Penalty: 6218.001465
	Iteration 59Q: 3 clusters Score -3.449216e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 276200 members 
Entering Unmasked Estep 
Score: -34492148.000000 Penalty: 6218.001465
	Iteration 60F: 3 clusters Score -3.449215e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 276224 members 
Entering Unmasked Estep 
Score: -34492132.000000 Penalty: 6218.001465
	Iteration 61Q: 3 clusters Score -3.449213e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 276255 members 
Entering Unmasked Estep 
Score: -34492128.000000 Penalty: 6218.001465
	Iteration 62Q: 3 clusters Score -3.449213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 276270 members 
Entering Unmasked Estep 
Score: -34492096.000000 Penalty: 6218.001465
	Iteration 63Q: 3 clusters Score -3.44921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 276284 members 
Entering Unmasked Estep 
Score: -34492108.000000 Penalty: 6218.001465
	Iteration 64Q: 3 clusters Score -3.449211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 276296 members 
Entering Unmasked Estep 
Score: -34492088.000000 Penalty: 6218.001465
	Iteration 65Q: 3 clusters Score -3.449209e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 276311 members 
Entering Unmasked Estep 
Score: -34492088.000000 Penalty: 6218.001465
	Iteration 66Q: 3 clusters Score -3.449209e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 276330 members 
Entering Unmasked Estep 
Score: -34492072.000000 Penalty: 6218.001465
	Iteration 67Q: 3 clusters Score -3.449207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 276341 members 
Entering Unmasked Estep 
Score: -34492092.000000 Penalty: 6218.001465
	Iteration 68Q: 3 clusters Score -3.449209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 276356 members 
Entering Unmasked Estep 
Score: -34492092.000000 Penalty: 6218.001465
	Iteration 69Q: 3 clusters Score -3.449209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 276371 members 
Entering Unmasked Estep 
Score: -34492096.000000 Penalty: 6218.001465
	Iteration 70Q: 3 clusters Score -3.44921e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 276389 members 
Entering Unmasked Estep 
Score: -34492080.000000 Penalty: 6218.001465
	Iteration 71Q: 3 clusters Score -3.449208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 276399 members 
Entering Unmasked Estep 
Score: -34492072.000000 Penalty: 6218.001465
	Iteration 72Q: 3 clusters Score -3.449207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 276409 members 
Entering Unmasked Estep 
Score: -34492060.000000 Penalty: 6218.001465
	Iteration 73Q: 3 clusters Score -3.449206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 276421 members 
Entering Unmasked Estep 
Score: -34492080.000000 Penalty: 6218.001465
	Iteration 74Q: 3 clusters Score -3.449208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 276428 members 
Entering Unmasked Estep 
Score: -34492048.000000 Penalty: 6218.001465
	Iteration 75Q: 3 clusters Score -3.449205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 276432 members 
Entering Unmasked Estep 
Score: -34492064.000000 Penalty: 6218.001465
	Iteration 76Q: 3 clusters Score -3.449206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 276434 members 
Entering Unmasked Estep 
Score: -34492064.000000 Penalty: 6218.001465
	Iteration 77Q: 3 clusters Score -3.449206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 276438 members 
Entering Unmasked Estep 
Score: -34492056.000000 Penalty: 6218.001465
	Iteration 78Q: 3 clusters Score -3.449206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 276440 members 
Entering Unmasked Estep 
Score: -34492056.000000 Penalty: 6218.001465
	Iteration 79Q: 3 clusters Score -3.449206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 276442 members 
Entering Unmasked Estep 
Score: -34492048.000000 Penalty: 6218.001465
	Iteration 80F: 3 clusters Score -3.449205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 276444 members 
Entering Unmasked Estep 
Score: -34492048.000000 Penalty: 6218.001465
	Iteration 81Q: 3 clusters Score -3.449205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 276445 members 
Entering Unmasked Estep 
Score: -34492048.000000 Penalty: 6218.001465
	Iteration 82Q: 3 clusters Score -3.449205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 276445 members 
Entering Unmasked Estep 
Score: -34492048.000000 Penalty: 6218.001465
	Iteration 83F: 3 clusters Score -3.449205e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (172982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172982 members 
Entering Unmasked Estep 
Score: -21679064.000000 Penalty: 2991.113770
	Iteration 0F: 2 clusters Score -2.167906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86264 members 
Mstep: Class 2 contains 86718 members 
Entering Unmasked Estep 
Score: -21563970.000000 Penalty: 5982.227539
	Iteration 0F: 3 clusters Score -2.156397e+07 nChanged 83053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83255 members 
Mstep: Class 2 contains 89727 members 
Entering Unmasked Estep 
Score: -21613664.000000 Penalty: 5982.227539
	Iteration 1F: 3 clusters Score -2.161366e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80996 members 
Mstep: Class 2 contains 91986 members 
Entering Unmasked Estep 
Score: -21615626.000000 Penalty: 5982.227539
	Iteration 2Q: 3 clusters Score -2.161563e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77479 members 
Mstep: Class 2 contains 95503 members 
Entering Unmasked Estep 
Score: -21619214.000000 Penalty: 5982.227539
	Iteration 3Q: 3 clusters Score -2.161921e+07 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72122 members 
Mstep: Class 2 contains 100860 members 
Entering Unmasked Estep 
Score: -21624258.000000 Penalty: 5982.227539
	Iteration 4F: 3 clusters Score -2.162426e+07 nChanged 11382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64674 members 
Mstep: Class 2 contains 108308 members 
Entering Unmasked Estep 
Score: -21631684.000000 Penalty: 5982.227539
	Iteration 5F: 3 clusters Score -2.163168e+07 nChanged 12588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 117154 members 
Entering Unmasked Estep 
Score: -21641270.000000 Penalty: 5982.227539
	Iteration 6F: 3 clusters Score -2.164127e+07 nChanged 12051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 125749 members 
Entering Unmasked Estep 
Score: -21651076.000000 Penalty: 5982.227539
	Iteration 7F: 3 clusters Score -2.165108e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 132353 members 
Entering Unmasked Estep 
Score: -21658972.000000 Penalty: 5982.227539
	Iteration 8F: 3 clusters Score -2.165897e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 137062 members 
Entering Unmasked Estep 
Score: -21663684.000000 Penalty: 5982.227539
	Iteration 9Q: 3 clusters Score -2.166368e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 140764 members 
Entering Unmasked Estep 
Score: -21666364.000000 Penalty: 5982.227539
	Iteration 10Q: 3 clusters Score -2.166636e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 143975 members 
Entering Unmasked Estep 
Score: -21668186.000000 Penalty: 5982.227539
	Iteration 11Q: 3 clusters Score -2.166819e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 146864 members 
Entering Unmasked Estep 
Score: -21669526.000000 Penalty: 5982.227539
	Iteration 12Q: 3 clusters Score -2.166953e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 149400 members 
Entering Unmasked Estep 
Score: -21670602.000000 Penalty: 5982.227539
	Iteration 13Q: 3 clusters Score -2.16706e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 151658 members 
Entering Unmasked Estep 
Score: -21671592.000000 Penalty: 5982.227539
	Iteration 14Q: 3 clusters Score -2.167159e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 153717 members 
Entering Unmasked Estep 
Score: -21672374.000000 Penalty: 5982.227539
	Iteration 15Q: 3 clusters Score -2.167237e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 155580 members 
Entering Unmasked Estep 
Score: -21673002.000000 Penalty: 5982.227539
	Iteration 16Q: 3 clusters Score -2.1673e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 157262 members 
Entering Unmasked Estep 
Score: -21673512.000000 Penalty: 5982.227539
	Iteration 17Q: 3 clusters Score -2.167351e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 158768 members 
Entering Unmasked Estep 
Score: -21674050.000000 Penalty: 5982.227539
	Iteration 18Q: 3 clusters Score -2.167405e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 160265 members 
Entering Unmasked Estep 
Score: -21674666.000000 Penalty: 5982.227539
	Iteration 19Q: 3 clusters Score -2.167467e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 161543 members 
Entering Unmasked Estep 
Score: -21675008.000000 Penalty: 5982.227539
	Iteration 20F: 3 clusters Score -2.167501e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 162744 members 
Entering Unmasked Estep 
Score: -21675282.000000 Penalty: 5982.227539
	Iteration 21Q: 3 clusters Score -2.167528e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 163861 members 
Entering Unmasked Estep 
Score: -21675628.000000 Penalty: 5982.227539
	Iteration 22Q: 3 clusters Score -2.167563e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 164864 members 
Entering Unmasked Estep 
Score: -21675882.000000 Penalty: 5982.227539
	Iteration 23Q: 3 clusters Score -2.167588e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 165764 members 
Entering Unmasked Estep 
Score: -21676054.000000 Penalty: 5982.227539
	Iteration 24Q: 3 clusters Score -2.167605e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 166520 members 
Entering Unmasked Estep 
Score: -21676228.000000 Penalty: 5982.227539
	Iteration 25Q: 3 clusters Score -2.167623e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 167206 members 
Entering Unmasked Estep 
Score: -21676366.000000 Penalty: 5982.227539
	Iteration 26Q: 3 clusters Score -2.167637e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 167752 members 
Entering Unmasked Estep 
Score: -21676396.000000 Penalty: 5982.227539
	Iteration 27Q: 3 clusters Score -2.16764e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 168200 members 
Entering Unmasked Estep 
Score: -21676570.000000 Penalty: 5982.227539
	Iteration 28Q: 3 clusters Score -2.167657e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 168575 members 
Entering Unmasked Estep 
Score: -21676644.000000 Penalty: 5982.227539
	Iteration 29Q: 3 clusters Score -2.167664e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 168871 members 
Entering Unmasked Estep 
Score: -21676702.000000 Penalty: 5982.227539
	Iteration 30Q: 3 clusters Score -2.16767e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 169116 members 
Entering Unmasked Estep 
Score: -21676776.000000 Penalty: 5982.227539
	Iteration 31Q: 3 clusters Score -2.167678e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 169339 members 
Entering Unmasked Estep 
Score: -21676770.000000 Penalty: 5982.227539
	Iteration 32Q: 3 clusters Score -2.167677e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 169533 members 
Entering Unmasked Estep 
Score: -21676754.000000 Penalty: 5982.227539
	Iteration 33Q: 3 clusters Score -2.167675e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 169693 members 
Entering Unmasked Estep 
Score: -21676778.000000 Penalty: 5982.227539
	Iteration 34Q: 3 clusters Score -2.167678e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 169846 members 
Entering Unmasked Estep 
Score: -21676798.000000 Penalty: 5982.227539
	Iteration 35Q: 3 clusters Score -2.16768e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 169974 members 
Entering Unmasked Estep 
Score: -21676830.000000 Penalty: 5982.227539
	Iteration 36Q: 3 clusters Score -2.167683e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 170083 members 
Entering Unmasked Estep 
Score: -21676808.000000 Penalty: 5982.227539
	Iteration 37Q: 3 clusters Score -2.167681e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 170186 members 
Entering Unmasked Estep 
Score: -21676816.000000 Penalty: 5982.227539
	Iteration 38Q: 3 clusters Score -2.167682e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 170267 members 
Entering Unmasked Estep 
Score: -21676848.000000 Penalty: 5982.227539
	Iteration 39Q: 3 clusters Score -2.167685e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 170347 members 
Entering Unmasked Estep 
Score: -21676866.000000 Penalty: 5982.227539
	Iteration 40F: 3 clusters Score -2.167687e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 170414 members 
Entering Unmasked Estep 
Score: -21676858.000000 Penalty: 5982.227539
	Iteration 41Q: 3 clusters Score -2.167686e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 170469 members 
Entering Unmasked Estep 
Score: -21676824.000000 Penalty: 5982.227539
	Iteration 42Q: 3 clusters Score -2.167682e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 170518 members 
Entering Unmasked Estep 
Score: -21676858.000000 Penalty: 5982.227539
	Iteration 43Q: 3 clusters Score -2.167686e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 170569 members 
Entering Unmasked Estep 
Score: -21676866.000000 Penalty: 5982.227539
	Iteration 44Q: 3 clusters Score -2.167687e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 170615 members 
Entering Unmasked Estep 
Score: -21676858.000000 Penalty: 5982.227539
	Iteration 45Q: 3 clusters Score -2.167686e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 170646 members 
Entering Unmasked Estep 
Score: -21676886.000000 Penalty: 5982.227539
	Iteration 46Q: 3 clusters Score -2.167689e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 170676 members 
Entering Unmasked Estep 
Score: -21676900.000000 Penalty: 5982.227539
	Iteration 47Q: 3 clusters Score -2.16769e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 170696 members 
Entering Unmasked Estep 
Score: -21676896.000000 Penalty: 5982.227539
	Iteration 48Q: 3 clusters Score -2.16769e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 170717 members 
Entering Unmasked Estep 
Score: -21676876.000000 Penalty: 5982.227539
	Iteration 49Q: 3 clusters Score -2.167688e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 170744 members 
Entering Unmasked Estep 
Score: -21676892.000000 Penalty: 5982.227539
	Iteration 50Q: 3 clusters Score -2.167689e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 170769 members 
Entering Unmasked Estep 
Score: -21676910.000000 Penalty: 5982.227539
	Iteration 51Q: 3 clusters Score -2.167691e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 170790 members 
Entering Unmasked Estep 
Score: -21676896.000000 Penalty: 5982.227539
	Iteration 52Q: 3 clusters Score -2.16769e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 170808 members 
Entering Unmasked Estep 
Score: -21676904.000000 Penalty: 5982.227539
	Iteration 53Q: 3 clusters Score -2.16769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 170821 members 
Entering Unmasked Estep 
Score: -21676906.000000 Penalty: 5982.227539
	Iteration 54Q: 3 clusters Score -2.167691e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 170838 members 
Entering Unmasked Estep 
Score: -21676880.000000 Penalty: 5982.227539
	Iteration 55Q: 3 clusters Score -2.167688e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 170856 members 
Entering Unmasked Estep 
Score: -21676886.000000 Penalty: 5982.227539
	Iteration 56Q: 3 clusters Score -2.167689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 170870 members 
Entering Unmasked Estep 
Score: -21676882.000000 Penalty: 5982.227539
	Iteration 57Q: 3 clusters Score -2.167688e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 170884 members 
Entering Unmasked Estep 
Score: -21676898.000000 Penalty: 5982.227539
	Iteration 58Q: 3 clusters Score -2.16769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 170897 members 
Entering Unmasked Estep 
Score: -21676894.000000 Penalty: 5982.227539
	Iteration 59Q: 3 clusters Score -2.167689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 170910 members 
Entering Unmasked Estep 
Score: -21676900.000000 Penalty: 5982.227539
	Iteration 60F: 3 clusters Score -2.16769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 170917 members 
Entering Unmasked Estep 
Score: -21676898.000000 Penalty: 5982.227539
	Iteration 61Q: 3 clusters Score -2.16769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 170919 members 
Entering Unmasked Estep 
Score: -21676892.000000 Penalty: 5982.227539
	Iteration 62Q: 3 clusters Score -2.167689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 170923 members 
Entering Unmasked Estep 
Score: -21676874.000000 Penalty: 5982.227539
	Iteration 63Q: 3 clusters Score -2.167687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 170926 members 
Entering Unmasked Estep 
Score: -21676878.000000 Penalty: 5982.227539
	Iteration 64Q: 3 clusters Score -2.167688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 170927 members 
Entering Unmasked Estep 
Score: -21676876.000000 Penalty: 5982.227539
	Iteration 65Q: 3 clusters Score -2.167688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 170932 members 
Entering Unmasked Estep 
Score: -21676876.000000 Penalty: 5982.227539
	Iteration 66Q: 3 clusters Score -2.167688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 170939 members 
Entering Unmasked Estep 
Score: -21676896.000000 Penalty: 5982.227539
	Iteration 67Q: 3 clusters Score -2.16769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 170948 members 
Entering Unmasked Estep 
Score: -21676888.000000 Penalty: 5982.227539
	Iteration 68Q: 3 clusters Score -2.167689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 170957 members 
Entering Unmasked Estep 
Score: -21676878.000000 Penalty: 5982.227539
	Iteration 69Q: 3 clusters Score -2.167688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 170963 members 
Entering Unmasked Estep 
Score: -21676876.000000 Penalty: 5982.227539
	Iteration 70Q: 3 clusters Score -2.167688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 170973 members 
Entering Unmasked Estep 
Score: -21676868.000000 Penalty: 5982.227539
	Iteration 71Q: 3 clusters Score -2.167687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 170982 members 
Entering Unmasked Estep 
Score: -21676870.000000 Penalty: 5982.227539
	Iteration 72Q: 3 clusters Score -2.167687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 170991 members 
Entering Unmasked Estep 
Score: -21676898.000000 Penalty: 5982.227539
	Iteration 73Q: 3 clusters Score -2.16769e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 171005 members 
Entering Unmasked Estep 
Score: -21676904.000000 Penalty: 5982.227539
	Iteration 74Q: 3 clusters Score -2.16769e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 171019 members 
Entering Unmasked Estep 
Score: -21676902.000000 Penalty: 5982.227539
	Iteration 75Q: 3 clusters Score -2.16769e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 171039 members 
Entering Unmasked Estep 
Score: -21676894.000000 Penalty: 5982.227539
	Iteration 76Q: 3 clusters Score -2.167689e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 171056 members 
Entering Unmasked Estep 
Score: -21676912.000000 Penalty: 5982.227539
	Iteration 77Q: 3 clusters Score -2.167691e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 171070 members 
Entering Unmasked Estep 
Score: -21676910.000000 Penalty: 5982.227539
	Iteration 78Q: 3 clusters Score -2.167691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 171078 members 
Entering Unmasked Estep 
Score: -21676894.000000 Penalty: 5982.227539
	Iteration 79Q: 3 clusters Score -2.167689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 171082 members 
Entering Unmasked Estep 
Score: -21676884.000000 Penalty: 5982.227539
	Iteration 80F: 3 clusters Score -2.167688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 171087 members 
Entering Unmasked Estep 
Score: -21676906.000000 Penalty: 5982.227539
	Iteration 81Q: 3 clusters Score -2.167691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 171093 members 
Entering Unmasked Estep 
Score: -21676886.000000 Penalty: 5982.227539
	Iteration 82Q: 3 clusters Score -2.167689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 171097 members 
Entering Unmasked Estep 
Score: -21676896.000000 Penalty: 5982.227539
	Iteration 83Q: 3 clusters Score -2.16769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 171102 members 
Entering Unmasked Estep 
Score: -21676910.000000 Penalty: 5982.227539
	Iteration 84Q: 3 clusters Score -2.167691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 171102 members 
Entering Unmasked Estep 
Score: -21676910.000000 Penalty: 5982.227539
	Iteration 85F: 3 clusters Score -2.167691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Entering Unmasked Estep 
Score: -3036565.500000 Penalty: 2512.532715
	Iteration 0F: 2 clusters Score -3036566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -3019265.750000 Penalty: 5025.065430
	Iteration 0F: 3 clusters Score -3019266 nChanged 11149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3025316.000000 Penalty: 5025.065430
	Iteration 1F: 3 clusters Score -3025316 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -3025846.250000 Penalty: 5025.065430
	Iteration 2F: 3 clusters Score -3025846 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -3026336.750000 Penalty: 5025.065430
	Iteration 3Q: 3 clusters Score -3026337 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3026800.000000 Penalty: 5025.065430
	Iteration 4Q: 3 clusters Score -3026800 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -3027252.500000 Penalty: 5025.065430
	Iteration 5Q: 3 clusters Score -3027252 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -3027722.250000 Penalty: 5025.065430
	Iteration 6Q: 3 clusters Score -3027722 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -3028216.250000 Penalty: 5025.065430
	Iteration 7Q: 3 clusters Score -3028216 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3028806.250000 Penalty: 5025.065430
	Iteration 8Q: 3 clusters Score -3028806 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -3029412.000000 Penalty: 5025.065430
	Iteration 9Q: 3 clusters Score -3029412 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -3030016.750000 Penalty: 5025.065430
	Iteration 10Q: 3 clusters Score -3030017 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -3030660.000000 Penalty: 5025.065430
	Iteration 11Q: 3 clusters Score -3030660 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -3031314.750000 Penalty: 5025.065430
	Iteration 12Q: 3 clusters Score -3031315 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -3031985.750000 Penalty: 5025.065430
	Iteration 13Q: 3 clusters Score -3031986 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -3032581.500000 Penalty: 5025.065430
	Iteration 14Q: 3 clusters Score -3032582 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -3033085.500000 Penalty: 5025.065430
	Iteration 15Q: 3 clusters Score -3033086 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -3033422.250000 Penalty: 5025.065430
	Iteration 16Q: 3 clusters Score -3033422 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -3033661.750000 Penalty: 5025.065430
	Iteration 17Q: 3 clusters Score -3033662 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -3033850.000000 Penalty: 5025.065430
	Iteration 18Q: 3 clusters Score -3033850 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3033992.750000 Penalty: 5025.065430
	Iteration 19Q: 3 clusters Score -3033993 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -3034103.750000 Penalty: 5025.065430
	Iteration 20F: 3 clusters Score -3034104 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -3034190.750000 Penalty: 5025.065430
	Iteration 21Q: 3 clusters Score -3034191 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -3034259.750000 Penalty: 5025.065430
	Iteration 22Q: 3 clusters Score -3034260 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -3034306.000000 Penalty: 5025.065430
	Iteration 23Q: 3 clusters Score -3034306 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -3034338.000000 Penalty: 5025.065430
	Iteration 24Q: 3 clusters Score -3034338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -3034364.250000 Penalty: 5025.065430
	Iteration 25Q: 3 clusters Score -3034364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -3034398.250000 Penalty: 5025.065430
	Iteration 26Q: 3 clusters Score -3034398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -3034420.750000 Penalty: 5025.065430
	Iteration 27Q: 3 clusters Score -3034421 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3034449.500000 Penalty: 5025.065430
	Iteration 28Q: 3 clusters Score -3034450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -3034464.000000 Penalty: 5025.065430
	Iteration 29Q: 3 clusters Score -3034464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -3034480.750000 Penalty: 5025.065430
	Iteration 30Q: 3 clusters Score -3034481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3034487.500000 Penalty: 5025.065430
	Iteration 31Q: 3 clusters Score -3034488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -3034497.250000 Penalty: 5025.065430
	Iteration 32Q: 3 clusters Score -3034497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -3034501.750000 Penalty: 5025.065430
	Iteration 33Q: 3 clusters Score -3034502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -3034508.500000 Penalty: 5025.065430
	Iteration 34Q: 3 clusters Score -3034508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -3034511.750000 Penalty: 5025.065430
	Iteration 35Q: 3 clusters Score -3034512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -3034512.750000 Penalty: 5025.065430
	Iteration 36Q: 3 clusters Score -3034513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -3034509.750000 Penalty: 5025.065430
	Iteration 37Q: 3 clusters Score -3034510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -3034511.000000 Penalty: 5025.065430
	Iteration 38Q: 3 clusters Score -3034511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -3034511.000000 Penalty: 5025.065430
	Iteration 39F: 3 clusters Score -3034511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Entering Unmasked Estep 
Score: -4467652.000000 Penalty: 2606.138428
	Iteration 0F: 2 clusters Score -4467652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -4442671.500000 Penalty: 5212.276855
	Iteration 0F: 3 clusters Score -4442672 nChanged 16786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -4451997.000000 Penalty: 5212.276855
	Iteration 1F: 3 clusters Score -4451997 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -4452661.500000 Penalty: 5212.276855
	Iteration 2Q: 3 clusters Score -4452662 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -4453390.000000 Penalty: 5212.276855
	Iteration 3Q: 3 clusters Score -4453390 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -4454292.500000 Penalty: 5212.276855
	Iteration 4Q: 3 clusters Score -4454292 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -4455414.000000 Penalty: 5212.276855
	Iteration 5Q: 3 clusters Score -4455414 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -4456830.000000 Penalty: 5212.276855
	Iteration 6F: 3 clusters Score -4456830 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -4458543.000000 Penalty: 5212.276855
	Iteration 7F: 3 clusters Score -4458543 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -4460276.000000 Penalty: 5212.276855
	Iteration 8F: 3 clusters Score -4460276 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -4461729.500000 Penalty: 5212.276855
	Iteration 9F: 3 clusters Score -4461730 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -4462889.500000 Penalty: 5212.276855
	Iteration 10Q: 3 clusters Score -4462890 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4463747.500000 Penalty: 5212.276855
	Iteration 11Q: 3 clusters Score -4463748 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4464316.000000 Penalty: 5212.276855
	Iteration 12Q: 3 clusters Score -4464316 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4464654.000000 Penalty: 5212.276855
	Iteration 13Q: 3 clusters Score -4464654 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4464919.500000 Penalty: 5212.276855
	Iteration 14Q: 3 clusters Score -4464920 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4465074.500000 Penalty: 5212.276855
	Iteration 15Q: 3 clusters Score -4465074 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4465167.000000 Penalty: 5212.276855
	Iteration 16Q: 3 clusters Score -4465167 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4465211.000000 Penalty: 5212.276855
	Iteration 17Q: 3 clusters Score -4465211 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4465264.000000 Penalty: 5212.276855
	Iteration 18Q: 3 clusters Score -4465264 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4465296.000000 Penalty: 5212.276855
	Iteration 19Q: 3 clusters Score -4465296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4465314.000000 Penalty: 5212.276855
	Iteration 20F: 3 clusters Score -4465314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4465349.500000 Penalty: 5212.276855
	Iteration 21Q: 3 clusters Score -4465350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4465361.500000 Penalty: 5212.276855
	Iteration 22Q: 3 clusters Score -4465362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4465386.500000 Penalty: 5212.276855
	Iteration 23Q: 3 clusters Score -4465386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4465397.000000 Penalty: 5212.276855
	Iteration 24Q: 3 clusters Score -4465397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4465405.500000 Penalty: 5212.276855
	Iteration 25Q: 3 clusters Score -4465406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4465406.500000 Penalty: 5212.276855
	Iteration 26Q: 3 clusters Score -4465406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4465410.000000 Penalty: 5212.276855
	Iteration 27Q: 3 clusters Score -4465410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4465413.000000 Penalty: 5212.276855
	Iteration 28Q: 3 clusters Score -4465413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4465411.500000 Penalty: 5212.276855
	Iteration 29Q: 3 clusters Score -4465412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4465422.500000 Penalty: 5212.276855
	Iteration 30Q: 3 clusters Score -4465422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4465427.000000 Penalty: 5212.276855
	Iteration 31Q: 3 clusters Score -4465427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4465436.500000 Penalty: 5212.276855
	Iteration 32Q: 3 clusters Score -4465436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4465436.500000 Penalty: 5212.276855
	Iteration 33Q: 3 clusters Score -4465436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4465441.000000 Penalty: 5212.276855
	Iteration 34Q: 3 clusters Score -4465441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4465443.000000 Penalty: 5212.276855
	Iteration 35Q: 3 clusters Score -4465443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4465443.000000 Penalty: 5212.276855
	Iteration 36F: 3 clusters Score -4465443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Entering Unmasked Estep 
Score: -1747406.125000 Penalty: 2379.878174
	Iteration 0F: 2 clusters Score -1747406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1736746.000000 Penalty: 4759.756348
	Iteration 0F: 3 clusters Score -1736746 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1740393.625000 Penalty: 4759.756348
	Iteration 1F: 3 clusters Score -1740394 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1741016.625000 Penalty: 4759.756348
	Iteration 2F: 3 clusters Score -1741017 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1741618.375000 Penalty: 4759.756348
	Iteration 3F: 3 clusters Score -1741618 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1742224.750000 Penalty: 4759.756348
	Iteration 4F: 3 clusters Score -1742225 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1742816.375000 Penalty: 4759.756348
	Iteration 5F: 3 clusters Score -1742816 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1743387.125000 Penalty: 4759.756348
	Iteration 6F: 3 clusters Score -1743387 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1743926.000000 Penalty: 4759.756348
	Iteration 7F: 3 clusters Score -1743926 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1744434.625000 Penalty: 4759.756348
	Iteration 8Q: 3 clusters Score -1744435 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1744831.000000 Penalty: 4759.756348
	Iteration 9Q: 3 clusters Score -1744831 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1745088.500000 Penalty: 4759.756348
	Iteration 10Q: 3 clusters Score -1745088 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1745287.500000 Penalty: 4759.756348
	Iteration 11Q: 3 clusters Score -1745288 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1745431.375000 Penalty: 4759.756348
	Iteration 12Q: 3 clusters Score -1745431 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1745519.250000 Penalty: 4759.756348
	Iteration 13Q: 3 clusters Score -1745519 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1745587.875000 Penalty: 4759.756348
	Iteration 14Q: 3 clusters Score -1745588 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1745637.125000 Penalty: 4759.756348
	Iteration 15Q: 3 clusters Score -1745637 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1745667.875000 Penalty: 4759.756348
	Iteration 16Q: 3 clusters Score -1745668 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1745703.375000 Penalty: 4759.756348
	Iteration 17Q: 3 clusters Score -1745703 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1745727.000000 Penalty: 4759.756348
	Iteration 18Q: 3 clusters Score -1745727 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1745748.000000 Penalty: 4759.756348
	Iteration 19Q: 3 clusters Score -1745748 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1745778.750000 Penalty: 4759.756348
	Iteration 20F: 3 clusters Score -1745779 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1745794.125000 Penalty: 4759.756348
	Iteration 21Q: 3 clusters Score -1745794 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1745812.375000 Penalty: 4759.756348
	Iteration 22Q: 3 clusters Score -1745812 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1745827.500000 Penalty: 4759.756348
	Iteration 23Q: 3 clusters Score -1745828 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1745837.375000 Penalty: 4759.756348
	Iteration 24Q: 3 clusters Score -1745837 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1745841.500000 Penalty: 4759.756348
	Iteration 25Q: 3 clusters Score -1745842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1745846.625000 Penalty: 4759.756348
	Iteration 26Q: 3 clusters Score -1745847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1745849.500000 Penalty: 4759.756348
	Iteration 27Q: 3 clusters Score -1745850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1745851.125000 Penalty: 4759.756348
	Iteration 28Q: 3 clusters Score -1745851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1745856.000000 Penalty: 4759.756348
	Iteration 29Q: 3 clusters Score -1745856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1745858.125000 Penalty: 4759.756348
	Iteration 30Q: 3 clusters Score -1745858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1745858.500000 Penalty: 4759.756348
	Iteration 31Q: 3 clusters Score -1745858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1745857.500000 Penalty: 4759.756348
	Iteration 32Q: 3 clusters Score -1745858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1745862.250000 Penalty: 4759.756348
	Iteration 33Q: 3 clusters Score -1745862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1745861.375000 Penalty: 4759.756348
	Iteration 34Q: 3 clusters Score -1745861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1745859.625000 Penalty: 4759.756348
	Iteration 35Q: 3 clusters Score -1745860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1745864.500000 Penalty: 4759.756348
	Iteration 36Q: 3 clusters Score -1745864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1745861.125000 Penalty: 4759.756348
	Iteration 37Q: 3 clusters Score -1745861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1745863.125000 Penalty: 4759.756348
	Iteration 38Q: 3 clusters Score -1745863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1745867.875000 Penalty: 4759.756348
	Iteration 39Q: 3 clusters Score -1745868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1745867.000000 Penalty: 4759.756348
	Iteration 40F: 3 clusters Score -1745867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1745869.750000 Penalty: 4759.756348
	Iteration 41Q: 3 clusters Score -1745870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1745871.000000 Penalty: 4759.756348
	Iteration 42Q: 3 clusters Score -1745871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1745874.500000 Penalty: 4759.756348
	Iteration 43Q: 3 clusters Score -1745874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1745874.875000 Penalty: 4759.756348
	Iteration 44Q: 3 clusters Score -1745875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1745880.375000 Penalty: 4759.756348
	Iteration 45Q: 3 clusters Score -1745880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1745880.750000 Penalty: 4759.756348
	Iteration 46Q: 3 clusters Score -1745881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1745885.375000 Penalty: 4759.756348
	Iteration 47Q: 3 clusters Score -1745885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1745888.000000 Penalty: 4759.756348
	Iteration 48Q: 3 clusters Score -1745888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1745890.500000 Penalty: 4759.756348
	Iteration 49Q: 3 clusters Score -1745890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1745894.125000 Penalty: 4759.756348
	Iteration 50Q: 3 clusters Score -1745894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1745899.125000 Penalty: 4759.756348
	Iteration 51Q: 3 clusters Score -1745899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1745900.750000 Penalty: 4759.756348
	Iteration 52Q: 3 clusters Score -1745901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1745906.250000 Penalty: 4759.756348
	Iteration 53Q: 3 clusters Score -1745906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1745911.625000 Penalty: 4759.756348
	Iteration 54Q: 3 clusters Score -1745912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1745911.000000 Penalty: 4759.756348
	Iteration 55Q: 3 clusters Score -1745911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1745914.875000 Penalty: 4759.756348
	Iteration 56Q: 3 clusters Score -1745915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1745912.625000 Penalty: 4759.756348
	Iteration 57Q: 3 clusters Score -1745913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1745918.250000 Penalty: 4759.756348
	Iteration 58Q: 3 clusters Score -1745918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1745921.375000 Penalty: 4759.756348
	Iteration 59Q: 3 clusters Score -1745921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1745927.625000 Penalty: 4759.756348
	Iteration 60F: 3 clusters Score -1745928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1745929.125000 Penalty: 4759.756348
	Iteration 61Q: 3 clusters Score -1745929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1745926.875000 Penalty: 4759.756348
	Iteration 62Q: 3 clusters Score -1745927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1745930.500000 Penalty: 4759.756348
	Iteration 63Q: 3 clusters Score -1745930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1745939.250000 Penalty: 4759.756348
	Iteration 64Q: 3 clusters Score -1745939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1745944.500000 Penalty: 4759.756348
	Iteration 65Q: 3 clusters Score -1745944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1745942.625000 Penalty: 4759.756348
	Iteration 66Q: 3 clusters Score -1745943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1745944.250000 Penalty: 4759.756348
	Iteration 67Q: 3 clusters Score -1745944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1745949.750000 Penalty: 4759.756348
	Iteration 68Q: 3 clusters Score -1745950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1745946.375000 Penalty: 4759.756348
	Iteration 69Q: 3 clusters Score -1745946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1745948.875000 Penalty: 4759.756348
	Iteration 70Q: 3 clusters Score -1745949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1745949.375000 Penalty: 4759.756348
	Iteration 71Q: 3 clusters Score -1745949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1745949.375000 Penalty: 4759.756348
	Iteration 72Q: 3 clusters Score -1745949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1745950.750000 Penalty: 4759.756348
	Iteration 73Q: 3 clusters Score -1745951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1745950.750000 Penalty: 4759.756348
	Iteration 74F: 3 clusters Score -1745951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Entering Unmasked Estep 
Score: -380473.500000 Penalty: 2051.280518
	Iteration 0F: 2 clusters Score -380473.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -376690.343750 Penalty: 4102.561035
	Iteration 0F: 3 clusters Score -376690.3 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -377792.062500 Penalty: 4102.561035
	Iteration 1F: 3 clusters Score -377792.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -378247.625000 Penalty: 4102.561035
	Iteration 2F: 3 clusters Score -378247.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -378712.187500 Penalty: 4102.561035
	Iteration 3F: 3 clusters Score -378712.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -379135.093750 Penalty: 4102.561035
	Iteration 4F: 3 clusters Score -379135.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -379421.562500 Penalty: 4102.561035
	Iteration 5F: 3 clusters Score -379421.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -379584.906250 Penalty: 4102.561035
	Iteration 6Q: 3 clusters Score -379584.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -379696.343750 Penalty: 4102.561035
	Iteration 7Q: 3 clusters Score -379696.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -379763.250000 Penalty: 4102.561035
	Iteration 8Q: 3 clusters Score -379763.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -379806.281250 Penalty: 4102.561035
	Iteration 9Q: 3 clusters Score -379806.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -379830.750000 Penalty: 4102.561035
	Iteration 10Q: 3 clusters Score -379830.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -379851.812500 Penalty: 4102.561035
	Iteration 11Q: 3 clusters Score -379851.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -379860.000000 Penalty: 4102.561035
	Iteration 12Q: 3 clusters Score -379860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -379866.468750 Penalty: 4102.561035
	Iteration 13Q: 3 clusters Score -379866.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -379872.750000 Penalty: 4102.561035
	Iteration 14Q: 3 clusters Score -379872.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -379876.062500 Penalty: 4102.561035
	Iteration 15Q: 3 clusters Score -379876.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -379877.000000 Penalty: 4102.561035
	Iteration 16Q: 3 clusters Score -379877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -379878.093750 Penalty: 4102.561035
	Iteration 17Q: 3 clusters Score -379878.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -379878.593750 Penalty: 4102.561035
	Iteration 18Q: 3 clusters Score -379878.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -379879.562500 Penalty: 4102.561035
	Iteration 19Q: 3 clusters Score -379879.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -379880.531250 Penalty: 4102.561035
	Iteration 20F: 3 clusters Score -379880.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -379882.187500 Penalty: 4102.561035
	Iteration 21Q: 3 clusters Score -379882.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -379883.343750 Penalty: 4102.561035
	Iteration 22Q: 3 clusters Score -379883.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -379884.750000 Penalty: 4102.561035
	Iteration 23Q: 3 clusters Score -379884.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -379886.375000 Penalty: 4102.561035
	Iteration 24Q: 3 clusters Score -379886.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -379886.375000 Penalty: 4102.561035
	Iteration 25F: 3 clusters Score -379886.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (77951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77951 members 
Entering Unmasked Estep 
Score: -9428067.000000 Penalty: 2793.431396
	Iteration 0F: 2 clusters Score -9428067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -9375901.000000 Penalty: 5586.862793
	Iteration 0F: 3 clusters Score -9375901 nChanged 36497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -9396756.000000 Penalty: 5586.862793
	Iteration 1F: 3 clusters Score -9396756 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -9397336.000000 Penalty: 5586.862793
	Iteration 2Q: 3 clusters Score -9397336 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -9397932.000000 Penalty: 5586.862793
	Iteration 3Q: 3 clusters Score -9397932 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -9398581.000000 Penalty: 5586.862793
	Iteration 4Q: 3 clusters Score -9398581 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -9399392.000000 Penalty: 5586.862793
	Iteration 5Q: 3 clusters Score -9399392 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -9400236.000000 Penalty: 5586.862793
	Iteration 6Q: 3 clusters Score -9400236 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -9401223.000000 Penalty: 5586.862793
	Iteration 7Q: 3 clusters Score -9401223 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -9402398.000000 Penalty: 5586.862793
	Iteration 8Q: 3 clusters Score -9402398 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -9403821.000000 Penalty: 5586.862793
	Iteration 9Q: 3 clusters Score -9403821 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -9405512.000000 Penalty: 5586.862793
	Iteration 10Q: 3 clusters Score -9405512 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -9407242.000000 Penalty: 5586.862793
	Iteration 11Q: 3 clusters Score -9407242 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -9409061.000000 Penalty: 5586.862793
	Iteration 12Q: 3 clusters Score -9409061 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54383 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -9411017.000000 Penalty: 5586.862793
	Iteration 13Q: 3 clusters Score -9411017 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -9413016.000000 Penalty: 5586.862793
	Iteration 14Q: 3 clusters Score -9413016 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -9414838.000000 Penalty: 5586.862793
	Iteration 15Q: 3 clusters Score -9414838 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63325 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -9416571.000000 Penalty: 5586.862793
	Iteration 16Q: 3 clusters Score -9416571 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65865 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -9418099.000000 Penalty: 5586.862793
	Iteration 17Q: 3 clusters Score -9418099 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68236 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -9419554.000000 Penalty: 5586.862793
	Iteration 18Q: 3 clusters Score -9419554 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70301 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -9420958.000000 Penalty: 5586.862793
	Iteration 19Q: 3 clusters Score -9420958 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -9422161.000000 Penalty: 5586.862793
	Iteration 20F: 3 clusters Score -9422161 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73567 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -9423164.000000 Penalty: 5586.862793
	Iteration 21Q: 3 clusters Score -9423164 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74704 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -9423923.000000 Penalty: 5586.862793
	Iteration 22Q: 3 clusters Score -9423923 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75553 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -9424480.000000 Penalty: 5586.862793
	Iteration 23Q: 3 clusters Score -9424480 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76109 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -9424822.000000 Penalty: 5586.862793
	Iteration 24Q: 3 clusters Score -9424822 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76477 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -9425056.000000 Penalty: 5586.862793
	Iteration 25Q: 3 clusters Score -9425056 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76731 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9425236.000000 Penalty: 5586.862793
	Iteration 26Q: 3 clusters Score -9425236 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76900 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9425342.000000 Penalty: 5586.862793
	Iteration 27Q: 3 clusters Score -9425342 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77029 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -9425454.000000 Penalty: 5586.862793
	Iteration 28Q: 3 clusters Score -9425454 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77115 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -9425524.000000 Penalty: 5586.862793
	Iteration 29Q: 3 clusters Score -9425524 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77173 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9425562.000000 Penalty: 5586.862793
	Iteration 30Q: 3 clusters Score -9425562 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77223 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -9425594.000000 Penalty: 5586.862793
	Iteration 31Q: 3 clusters Score -9425594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77258 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -9425624.000000 Penalty: 5586.862793
	Iteration 32Q: 3 clusters Score -9425624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77279 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9425646.000000 Penalty: 5586.862793
	Iteration 33Q: 3 clusters Score -9425646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77293 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9425666.000000 Penalty: 5586.862793
	Iteration 34Q: 3 clusters Score -9425666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77304 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9425667.000000 Penalty: 5586.862793
	Iteration 35Q: 3 clusters Score -9425667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9425666.000000 Penalty: 5586.862793
	Iteration 36Q: 3 clusters Score -9425666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77313 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9425674.000000 Penalty: 5586.862793
	Iteration 37Q: 3 clusters Score -9425674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77322 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9425679.000000 Penalty: 5586.862793
	Iteration 38Q: 3 clusters Score -9425679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77323 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9425686.000000 Penalty: 5586.862793
	Iteration 39Q: 3 clusters Score -9425686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77326 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9425688.000000 Penalty: 5586.862793
	Iteration 40F: 3 clusters Score -9425688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77330 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9425691.000000 Penalty: 5586.862793
	Iteration 41Q: 3 clusters Score -9425691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77329 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9425684.000000 Penalty: 5586.862793
	Iteration 42Q: 3 clusters Score -9425684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77330 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9425687.000000 Penalty: 5586.862793
	Iteration 43Q: 3 clusters Score -9425687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77331 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9425693.000000 Penalty: 5586.862793
	Iteration 44Q: 3 clusters Score -9425693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77331 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9425693.000000 Penalty: 5586.862793
	Iteration 45F: 3 clusters Score -9425693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -193757.703125 Penalty: 1844.864990
	Iteration 0F: 2 clusters Score -193757.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -191310.468750 Penalty: 3689.729980
	Iteration 0F: 3 clusters Score -191310.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -191716.015625 Penalty: 3689.729980
	Iteration 1F: 3 clusters Score -191716 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -191854.828125 Penalty: 3689.729980
	Iteration 2F: 3 clusters Score -191854.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -191957.796875 Penalty: 3689.729980
	Iteration 3Q: 3 clusters Score -191957.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -192056.265625 Penalty: 3689.729980
	Iteration 4Q: 3 clusters Score -192056.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -192152.187500 Penalty: 3689.729980
	Iteration 5Q: 3 clusters Score -192152.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -192254.062500 Penalty: 3689.729980
	Iteration 6Q: 3 clusters Score -192254.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -192404.406250 Penalty: 3689.729980
	Iteration 7Q: 3 clusters Score -192404.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -192557.843750 Penalty: 3689.729980
	Iteration 8Q: 3 clusters Score -192557.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -192664.843750 Penalty: 3689.729980
	Iteration 9Q: 3 clusters Score -192664.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -192748.609375 Penalty: 3689.729980
	Iteration 10Q: 3 clusters Score -192748.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -192814.593750 Penalty: 3689.729980
	Iteration 11Q: 3 clusters Score -192814.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -192864.812500 Penalty: 3689.729980
	Iteration 12Q: 3 clusters Score -192864.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -192912.875000 Penalty: 3689.729980
	Iteration 13Q: 3 clusters Score -192912.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -192951.109375 Penalty: 3689.729980
	Iteration 14Q: 3 clusters Score -192951.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -192994.984375 Penalty: 3689.729980
	Iteration 15Q: 3 clusters Score -192995 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -193027.625000 Penalty: 3689.729980
	Iteration 16Q: 3 clusters Score -193027.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -193050.234375 Penalty: 3689.729980
	Iteration 17Q: 3 clusters Score -193050.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -193061.109375 Penalty: 3689.729980
	Iteration 18Q: 3 clusters Score -193061.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -193067.656250 Penalty: 3689.729980
	Iteration 19Q: 3 clusters Score -193067.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -193079.546875 Penalty: 3689.729980
	Iteration 20F: 3 clusters Score -193079.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -193087.500000 Penalty: 3689.729980
	Iteration 21Q: 3 clusters Score -193087.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -193099.406250 Penalty: 3689.729980
	Iteration 22Q: 3 clusters Score -193099.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -193101.875000 Penalty: 3689.729980
	Iteration 23Q: 3 clusters Score -193101.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -193103.265625 Penalty: 3689.729980
	Iteration 24Q: 3 clusters Score -193103.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -193105.296875 Penalty: 3689.729980
	Iteration 25Q: 3 clusters Score -193105.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -193105.296875 Penalty: 3689.729980
	Iteration 26F: 3 clusters Score -193105.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Entering Unmasked Estep 
Score: -308377.437500 Penalty: 1962.280884
	Iteration 0F: 2 clusters Score -308377.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -305347.656250 Penalty: 3924.561768
	Iteration 0F: 3 clusters Score -305347.7 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -305979.500000 Penalty: 3924.561768
	Iteration 1F: 3 clusters Score -305979.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -306166.750000 Penalty: 3924.561768
	Iteration 2F: 3 clusters Score -306166.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -306271.562500 Penalty: 3924.561768
	Iteration 3Q: 3 clusters Score -306271.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -306326.750000 Penalty: 3924.561768
	Iteration 4Q: 3 clusters Score -306326.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -306360.281250 Penalty: 3924.561768
	Iteration 5Q: 3 clusters Score -306360.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -306387.062500 Penalty: 3924.561768
	Iteration 6Q: 3 clusters Score -306387.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -306415.062500 Penalty: 3924.561768
	Iteration 7Q: 3 clusters Score -306415.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -306447.500000 Penalty: 3924.561768
	Iteration 8Q: 3 clusters Score -306447.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -306477.437500 Penalty: 3924.561768
	Iteration 9Q: 3 clusters Score -306477.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -306513.281250 Penalty: 3924.561768
	Iteration 10Q: 3 clusters Score -306513.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -306549.843750 Penalty: 3924.561768
	Iteration 11Q: 3 clusters Score -306549.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -306579.500000 Penalty: 3924.561768
	Iteration 12Q: 3 clusters Score -306579.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -306616.718750 Penalty: 3924.561768
	Iteration 13Q: 3 clusters Score -306616.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -306644.062500 Penalty: 3924.561768
	Iteration 14Q: 3 clusters Score -306644.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -306669.937500 Penalty: 3924.561768
	Iteration 15Q: 3 clusters Score -306669.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -306696.156250 Penalty: 3924.561768
	Iteration 16Q: 3 clusters Score -306696.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -306724.937500 Penalty: 3924.561768
	Iteration 17Q: 3 clusters Score -306724.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -306739.531250 Penalty: 3924.561768
	Iteration 18Q: 3 clusters Score -306739.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -306750.375000 Penalty: 3924.561768
	Iteration 19Q: 3 clusters Score -306750.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -306767.031250 Penalty: 3924.561768
	Iteration 20F: 3 clusters Score -306767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -306781.500000 Penalty: 3924.561768
	Iteration 21Q: 3 clusters Score -306781.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -306792.500000 Penalty: 3924.561768
	Iteration 22Q: 3 clusters Score -306792.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -306799.250000 Penalty: 3924.561768
	Iteration 23Q: 3 clusters Score -306799.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -306805.781250 Penalty: 3924.561768
	Iteration 24Q: 3 clusters Score -306805.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -306809.187500 Penalty: 3924.561768
	Iteration 25Q: 3 clusters Score -306809.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -306812.343750 Penalty: 3924.561768
	Iteration 26Q: 3 clusters Score -306812.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -306813.781250 Penalty: 3924.561768
	Iteration 27Q: 3 clusters Score -306813.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -306815.343750 Penalty: 3924.561768
	Iteration 28Q: 3 clusters Score -306815.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -306815.625000 Penalty: 3924.561768
	Iteration 29Q: 3 clusters Score -306815.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -306816.187500 Penalty: 3924.561768
	Iteration 30Q: 3 clusters Score -306816.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -306816.875000 Penalty: 3924.561768
	Iteration 31Q: 3 clusters Score -306816.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -306819.500000 Penalty: 3924.561768
	Iteration 32Q: 3 clusters Score -306819.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -306821.781250 Penalty: 3924.561768
	Iteration 33Q: 3 clusters Score -306821.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -306827.468750 Penalty: 3924.561768
	Iteration 34Q: 3 clusters Score -306827.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -306835.781250 Penalty: 3924.561768
	Iteration 35Q: 3 clusters Score -306835.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -306840.781250 Penalty: 3924.561768
	Iteration 36Q: 3 clusters Score -306840.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -306843.000000 Penalty: 3924.561768
	Iteration 37Q: 3 clusters Score -306843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -306844.343750 Penalty: 3924.561768
	Iteration 38Q: 3 clusters Score -306844.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -306844.531250 Penalty: 3924.561768
	Iteration 39Q: 3 clusters Score -306844.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -306844.531250 Penalty: 3924.561768
	Iteration 40F: 3 clusters Score -306844.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97143 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52930 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82364 members 
Mstep: Class 10 contains 15377 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17076 members 
Mstep: Class 14 contains 292405 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12993 members 
Mstep: Class 19 contains 278255 members 
Mstep: Class 20 contains 172982 members 
Mstep: Class 21 contains 25114 members 
Mstep: Class 22 contains 36630 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77951 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620192.000000 Penalty: 94130.875000
Iteration 479Q: 28 clusters Score -1.546202e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97141 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52928 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82365 members 
Mstep: Class 10 contains 15377 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17076 members 
Mstep: Class 14 contains 292395 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12992 members 
Mstep: Class 19 contains 278266 members 
Mstep: Class 20 contains 172986 members 
Mstep: Class 21 contains 25114 members 
Mstep: Class 22 contains 36629 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77952 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620112.000000 Penalty: 94130.875000
Iteration 480F: 28 clusters Score -1.546201e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97137 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52926 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82365 members 
Mstep: Class 10 contains 15376 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17078 members 
Mstep: Class 14 contains 292381 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12991 members 
Mstep: Class 19 contains 278280 members 
Mstep: Class 20 contains 172993 members 
Mstep: Class 21 contains 25114 members 
Mstep: Class 22 contains 36629 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77952 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620032.000000 Penalty: 94130.875000
Iteration 481Q: 28 clusters Score -1.5462e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97133 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52926 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82366 members 
Mstep: Class 10 contains 15376 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17079 members 
Mstep: Class 14 contains 292370 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12992 members 
Mstep: Class 19 contains 278289 members 
Mstep: Class 20 contains 172998 members 
Mstep: Class 21 contains 25114 members 
Mstep: Class 22 contains 36628 members 
Mstep: Class 23 contains 14709 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77952 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620064.000000 Penalty: 94130.875000
Iteration 482Q: 28 clusters Score -1.546201e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97124 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52925 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82366 members 
Mstep: Class 10 contains 15376 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17082 members 
Mstep: Class 14 contains 292367 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12992 members 
Mstep: Class 19 contains 278298 members 
Mstep: Class 20 contains 173004 members 
Mstep: Class 21 contains 25114 members 
Mstep: Class 22 contains 36628 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77947 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619984.000000 Penalty: 94130.875000
Iteration 483Q: 28 clusters Score -1.5462e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97121 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52927 members 
Mstep: Class 7 contains 15602 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82368 members 
Mstep: Class 10 contains 15376 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17082 members 
Mstep: Class 14 contains 292353 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12992 members 
Mstep: Class 19 contains 278302 members 
Mstep: Class 20 contains 173013 members 
Mstep: Class 21 contains 25114 members 
Mstep: Class 22 contains 36629 members 
Mstep: Class 23 contains 14709 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77946 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619968.000000 Penalty: 94130.875000
Iteration 484Q: 28 clusters Score -1.5462e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97116 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52927 members 
Mstep: Class 7 contains 15603 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82367 members 
Mstep: Class 10 contains 15375 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17082 members 
Mstep: Class 14 contains 292353 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12992 members 
Mstep: Class 19 contains 278292 members 
Mstep: Class 20 contains 173024 members 
Mstep: Class 21 contains 25114 members 
Mstep: Class 22 contains 36631 members 
Mstep: Class 23 contains 14709 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77948 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619936.000000 Penalty: 94130.875000
Iteration 485Q: 28 clusters Score -1.546199e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97110 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52931 members 
Mstep: Class 7 contains 15603 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82366 members 
Mstep: Class 10 contains 15374 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17085 members 
Mstep: Class 14 contains 292363 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12992 members 
Mstep: Class 19 contains 278281 members 
Mstep: Class 20 contains 173025 members 
Mstep: Class 21 contains 25114 members 
Mstep: Class 22 contains 36633 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77950 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619952.000000 Penalty: 94130.875000
Iteration 486Q: 28 clusters Score -1.5462e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97101 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52933 members 
Mstep: Class 7 contains 15603 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82365 members 
Mstep: Class 10 contains 15374 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17085 members 
Mstep: Class 14 contains 292373 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12991 members 
Mstep: Class 19 contains 278281 members 
Mstep: Class 20 contains 173028 members 
Mstep: Class 21 contains 25113 members 
Mstep: Class 22 contains 36634 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77949 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619952.000000 Penalty: 94130.875000
Iteration 487Q: 28 clusters Score -1.5462e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97096 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52934 members 
Mstep: Class 7 contains 15604 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82366 members 
Mstep: Class 10 contains 15374 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17086 members 
Mstep: Class 14 contains 292396 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12989 members 
Mstep: Class 19 contains 278264 members 
Mstep: Class 20 contains 173029 members 
Mstep: Class 21 contains 25113 members 
Mstep: Class 22 contains 36634 members 
Mstep: Class 23 contains 14709 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77948 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619936.000000 Penalty: 94130.875000
Iteration 488Q: 28 clusters Score -1.546199e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97098 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52935 members 
Mstep: Class 7 contains 15604 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82369 members 
Mstep: Class 10 contains 15374 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17086 members 
Mstep: Class 14 contains 292408 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12987 members 
Mstep: Class 19 contains 278259 members 
Mstep: Class 20 contains 173028 members 
Mstep: Class 21 contains 25113 members 
Mstep: Class 22 contains 36634 members 
Mstep: Class 23 contains 14707 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77945 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619888.000000 Penalty: 94130.875000
Iteration 489Q: 28 clusters Score -1.546199e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97094 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52938 members 
Mstep: Class 7 contains 15605 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82377 members 
Mstep: Class 10 contains 15374 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25520 members 
Mstep: Class 13 contains 17087 members 
Mstep: Class 14 contains 292418 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12987 members 
Mstep: Class 19 contains 278243 members 
Mstep: Class 20 contains 173027 members 
Mstep: Class 21 contains 25113 members 
Mstep: Class 22 contains 36633 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77945 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619920.000000 Penalty: 94130.875000
Iteration 490Q: 28 clusters Score -1.546199e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97092 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52938 members 
Mstep: Class 7 contains 15605 members 
Mstep: Class 8 contains 4173 members 
Mstep: Class 9 contains 82386 members 
Mstep: Class 10 contains 15374 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17087 members 
Mstep: Class 14 contains 292420 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12986 members 
Mstep: Class 19 contains 278235 members 
Mstep: Class 20 contains 173030 members 
Mstep: Class 21 contains 25112 members 
Mstep: Class 22 contains 36632 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77941 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619920.000000 Penalty: 94130.875000
Iteration 491Q: 28 clusters Score -1.546199e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97089 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52938 members 
Mstep: Class 7 contains 15607 members 
Mstep: Class 8 contains 4173 members 
Mstep: Class 9 contains 82387 members 
Mstep: Class 10 contains 15374 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17088 members 
Mstep: Class 14 contains 292422 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12986 members 
Mstep: Class 19 contains 278233 members 
Mstep: Class 20 contains 173027 members 
Mstep: Class 21 contains 25112 members 
Mstep: Class 22 contains 36633 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77941 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619936.000000 Penalty: 94130.875000
Iteration 492Q: 28 clusters Score -1.546199e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97086 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52933 members 
Mstep: Class 7 contains 15606 members 
Mstep: Class 8 contains 4173 members 
Mstep: Class 9 contains 82388 members 
Mstep: Class 10 contains 15373 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17088 members 
Mstep: Class 14 contains 292427 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12987 members 
Mstep: Class 19 contains 278239 members 
Mstep: Class 20 contains 173028 members 
Mstep: Class 21 contains 25111 members 
Mstep: Class 22 contains 36634 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77941 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620048.000000 Penalty: 94130.875000
Iteration 493Q: 28 clusters Score -1.5462e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97078 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52932 members 
Mstep: Class 7 contains 15605 members 
Mstep: Class 8 contains 4173 members 
Mstep: Class 9 contains 82388 members 
Mstep: Class 10 contains 15373 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17090 members 
Mstep: Class 14 contains 292423 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12987 members 
Mstep: Class 19 contains 278241 members 
Mstep: Class 20 contains 173042 members 
Mstep: Class 21 contains 25111 members 
Mstep: Class 22 contains 36633 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77941 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619984.000000 Penalty: 94130.875000
Iteration 494Q: 28 clusters Score -1.5462e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97075 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52932 members 
Mstep: Class 7 contains 15604 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82388 members 
Mstep: Class 10 contains 15373 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17090 members 
Mstep: Class 14 contains 292420 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12987 members 
Mstep: Class 19 contains 278240 members 
Mstep: Class 20 contains 173052 members 
Mstep: Class 21 contains 25111 members 
Mstep: Class 22 contains 36633 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77941 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619856.000000 Penalty: 94130.875000
Iteration 495Q: 28 clusters Score -1.546199e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97077 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52931 members 
Mstep: Class 7 contains 15604 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82388 members 
Mstep: Class 10 contains 15373 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17090 members 
Mstep: Class 14 contains 292426 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 12987 members 
Mstep: Class 19 contains 278230 members 
Mstep: Class 20 contains 173061 members 
Mstep: Class 21 contains 25111 members 
Mstep: Class 22 contains 36632 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77940 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619952.000000 Penalty: 94130.875000
Iteration 496Q: 28 clusters Score -1.5462e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97074 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52932 members 
Mstep: Class 7 contains 15606 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82389 members 
Mstep: Class 10 contains 15372 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17090 members 
Mstep: Class 14 contains 292427 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12987 members 
Mstep: Class 19 contains 278227 members 
Mstep: Class 20 contains 173063 members 
Mstep: Class 21 contains 25111 members 
Mstep: Class 22 contains 36633 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77941 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619936.000000 Penalty: 94130.875000
Iteration 497Q: 28 clusters Score -1.546199e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97075 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52933 members 
Mstep: Class 7 contains 15606 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82391 members 
Mstep: Class 10 contains 15372 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17091 members 
Mstep: Class 14 contains 292427 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12988 members 
Mstep: Class 19 contains 278209 members 
Mstep: Class 20 contains 173073 members 
Mstep: Class 21 contains 25111 members 
Mstep: Class 22 contains 36633 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77943 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620000.000000 Penalty: 94130.875000
Iteration 498Q: 28 clusters Score -1.5462e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97076 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52936 members 
Mstep: Class 7 contains 15609 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82394 members 
Mstep: Class 10 contains 15372 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17091 members 
Mstep: Class 14 contains 292434 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12987 members 
Mstep: Class 19 contains 278187 members 
Mstep: Class 20 contains 173083 members 
Mstep: Class 21 contains 25111 members 
Mstep: Class 22 contains 36632 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77940 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620096.000000 Penalty: 94130.875000
Iteration 499Q: 28 clusters Score -1.546201e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 97077 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 52938 members 
Mstep: Class 7 contains 15609 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 82396 members 
Mstep: Class 10 contains 15372 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 25521 members 
Mstep: Class 13 contains 17093 members 
Mstep: Class 14 contains 292440 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 12988 members 
Mstep: Class 19 contains 278171 members 
Mstep: Class 20 contains 173094 members 
Mstep: Class 21 contains 25112 members 
Mstep: Class 22 contains 36633 members 
Mstep: Class 23 contains 14705 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 77934 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620176.000000 Penalty: 94130.875000
Iteration 500F: 28 clusters Score -1.546202e+08 nChanged 78
Maximum iterations exceeded
--- Evaluating fit on full set of 3822400 points ---
Entering Unmasked Estep 
Score: -473333472.000000 Penalty: 101487.179688
21->28 Clusters: Score -473333472.000000, best is -473249536.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1274133 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60908 members 
Mstep: Class 2 contains 60258 members 
Mstep: Class 3 contains 60314 members 
Mstep: Class 4 contains 60723 members 
Mstep: Class 5 contains 60826 members 
Mstep: Class 6 contains 60342 members 
Mstep: Class 7 contains 60659 members 
Mstep: Class 8 contains 60646 members 
Mstep: Class 9 contains 60764 members 
Mstep: Class 10 contains 60567 members 
Mstep: Class 11 contains 60896 members 
Mstep: Class 12 contains 60778 members 
Mstep: Class 13 contains 60919 members 
Mstep: Class 14 contains 60321 members 
Mstep: Class 15 contains 60859 members 
Mstep: Class 16 contains 60318 members 
Mstep: Class 17 contains 60877 members 
Mstep: Class 18 contains 60883 members 
Mstep: Class 19 contains 60955 members 
Mstep: Class 20 contains 60417 members 
Mstep: Class 21 contains 60903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1156.462402 but Gain 3486.328125
Score: -147866688.000000 Penalty: 69726.570312
Iteration 0F: 21 clusters Score -1.478667e+08 nChanged 1210362
Entering Unmasked Mstep 
Mstep: Class 0 contains 3521 members 
Mstep: Class 1 contains 81961 members 
Mstep: Class 2 contains 34574 members 
Mstep: Class 3 contains 20642 members 
Mstep: Class 5 contains 66686 members 
Mstep: Class 6 contains 35335 members 
Mstep: Class 7 contains 31075 members 
Mstep: Class 8 contains 37038 members 
Mstep: Class 9 contains 83723 members 
Mstep: Class 10 contains 53180 members 
Mstep: Class 11 contains 59091 members 
Mstep: Class 12 contains 48266 members 
Mstep: Class 13 contains 48586 members 
Mstep: Class 14 contains 35062 members 
Mstep: Class 15 contains 59723 members 
Mstep: Class 16 contains 178415 members 
Mstep: Class 17 contains 109185 members 
Mstep: Class 18 contains 142038 members 
Mstep: Class 19 contains 10739 members 
Mstep: Class 20 contains 88159 members 
Mstep: Class 21 contains 47134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152317136.000000 Penalty: 69726.570312
Iteration 1F: 21 clusters Score -1.523171e+08 nChanged 549879
Entering Unmasked Mstep 
Mstep: Class 0 contains 1218 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 26456 members 
Mstep: Class 3 contains 10677 members 
Mstep: Class 5 contains 38480 members 
Mstep: Class 6 contains 23537 members 
Mstep: Class 7 contains 16504 members 
Mstep: Class 8 contains 24871 members 
Mstep: Class 9 contains 85421 members 
Mstep: Class 10 contains 44282 members 
Mstep: Class 11 contains 45849 members 
Mstep: Class 12 contains 43322 members 
Mstep: Class 13 contains 41227 members 
Mstep: Class 14 contains 21283 members 
Mstep: Class 15 contains 33711 members 
Mstep: Class 16 contains 328088 members 
Mstep: Class 17 contains 100815 members 
Mstep: Class 18 contains 182813 members 
Mstep: Class 19 contains 24265 members 
Mstep: Class 20 contains 108816 members 
Mstep: Class 21 contains 28416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153477584.000000 Penalty: 69726.570312
Iteration 2F: 21 clusters Score -1.534776e+08 nChanged 336500
Entering Unmasked Mstep 
Mstep: Class 0 contains 365 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 25050 members 
Mstep: Class 3 contains 7451 members 
Mstep: Class 5 contains 29532 members 
Mstep: Class 6 contains 13563 members 
Mstep: Class 7 contains 10470 members 
Mstep: Class 8 contains 15434 members 
Mstep: Class 9 contains 92485 members 
Mstep: Class 10 contains 31579 members 
Mstep: Class 11 contains 30494 members 
Mstep: Class 12 contains 34004 members 
Mstep: Class 13 contains 41321 members 
Mstep: Class 14 contains 14721 members 
Mstep: Class 15 contains 23918 members 
Mstep: Class 16 contains 417463 members 
Mstep: Class 17 contains 82173 members 
Mstep: Class 18 contains 234339 members 
Mstep: Class 19 contains 24958 members 
Mstep: Class 20 contains 99848 members 
Mstep: Class 21 contains 15245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153636288.000000 Penalty: 69726.570312
Iteration 3F: 21 clusters Score -1.536363e+08 nChanged 274034
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 23893 members 
Mstep: Class 3 contains 6003 members 
Mstep: Class 5 contains 29649 members 
Mstep: Class 6 contains 8256 members 
Mstep: Class 7 contains 8137 members 
Mstep: Class 8 contains 10504 members 
Mstep: Class 9 contains 112618 members 
Mstep: Class 10 contains 24229 members 
Mstep: Class 11 contains 21866 members 
Mstep: Class 12 contains 28833 members 
Mstep: Class 13 contains 43483 members 
Mstep: Class 14 contains 13811 members 
Mstep: Class 15 contains 19076 members 
Mstep: Class 16 contains 363904 members 
Mstep: Class 17 contains 75598 members 
Mstep: Class 18 contains 325806 members 
Mstep: Class 19 contains 21994 members 
Mstep: Class 20 contains 103162 members 
Mstep: Class 21 contains 8760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153907568.000000 Penalty: 69726.570312
Iteration 4F: 21 clusters Score -1.539076e+08 nChanged 179114
Entering Unmasked Mstep 
Mstep: Class 0 contains 220 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 24794 members 
Mstep: Class 3 contains 5381 members 
Mstep: Class 5 contains 30232 members 
Mstep: Class 6 contains 4911 members 
Mstep: Class 7 contains 6746 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 133588 members 
Mstep: Class 10 contains 16996 members 
Mstep: Class 11 contains 16569 members 
Mstep: Class 12 contains 24007 members 
Mstep: Class 13 contains 44524 members 
Mstep: Class 14 contains 14285 members 
Mstep: Class 15 contains 15710 members 
Mstep: Class 16 contains 323389 members 
Mstep: Class 17 contains 64699 members 
Mstep: Class 18 contains 395432 members 
Mstep: Class 19 contains 20317 members 
Mstep: Class 20 contains 97387 members 
Mstep: Class 21 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3237.108887 but Gain 3486.328125
Score: -153966464.000000 Penalty: 66240.242188
Iteration 5F: 20 clusters Score -1.539665e+08 nChanged 196320
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 26517 members 
Mstep: Class 3 contains 4863 members 
Mstep: Class 5 contains 31242 members 
Mstep: Class 7 contains 7123 members 
Mstep: Class 8 contains 6378 members 
Mstep: Class 9 contains 162007 members 
Mstep: Class 10 contains 12250 members 
Mstep: Class 11 contains 13722 members 
Mstep: Class 12 contains 21446 members 
Mstep: Class 13 contains 45794 members 
Mstep: Class 14 contains 14629 members 
Mstep: Class 15 contains 14729 members 
Mstep: Class 16 contains 334617 members 
Mstep: Class 17 contains 50416 members 
Mstep: Class 18 contains 389215 members 
Mstep: Class 19 contains 19102 members 
Mstep: Class 20 contains 93401 members 
Mstep: Class 21 contains 5089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154048672.000000 Penalty: 66240.242188
Iteration 6F: 20 clusters Score -1.540487e+08 nChanged 125391
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 28573 members 
Mstep: Class 3 contains 4269 members 
Mstep: Class 5 contains 31464 members 
Mstep: Class 7 contains 8322 members 
Mstep: Class 8 contains 6506 members 
Mstep: Class 9 contains 197932 members 
Mstep: Class 10 contains 9061 members 
Mstep: Class 11 contains 12161 members 
Mstep: Class 12 contains 20320 members 
Mstep: Class 13 contains 46822 members 
Mstep: Class 14 contains 14927 members 
Mstep: Class 15 contains 14942 members 
Mstep: Class 16 contains 339980 members 
Mstep: Class 17 contains 33625 members 
Mstep: Class 18 contains 365983 members 
Mstep: Class 19 contains 18200 members 
Mstep: Class 20 contains 93337 members 
Mstep: Class 21 contains 6004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154156608.000000 Penalty: 66240.242188
Iteration 7F: 20 clusters Score -1.541566e+08 nChanged 112739
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 30777 members 
Mstep: Class 3 contains 3943 members 
Mstep: Class 5 contains 30669 members 
Mstep: Class 7 contains 9582 members 
Mstep: Class 8 contains 7126 members 
Mstep: Class 9 contains 236599 members 
Mstep: Class 10 contains 6704 members 
Mstep: Class 11 contains 10998 members 
Mstep: Class 12 contains 19995 members 
Mstep: Class 13 contains 47524 members 
Mstep: Class 14 contains 15302 members 
Mstep: Class 15 contains 15600 members 
Mstep: Class 16 contains 325872 members 
Mstep: Class 17 contains 19027 members 
Mstep: Class 18 contains 352170 members 
Mstep: Class 19 contains 17428 members 
Mstep: Class 20 contains 95253 members 
Mstep: Class 21 contains 7641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154267872.000000 Penalty: 66240.242188
Iteration 8F: 20 clusters Score -1.542679e+08 nChanged 97963
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 33163 members 
Mstep: Class 3 contains 3791 members 
Mstep: Class 5 contains 29329 members 
Mstep: Class 7 contains 10580 members 
Mstep: Class 8 contains 7874 members 
Mstep: Class 9 contains 270307 members 
Mstep: Class 10 contains 4888 members 
Mstep: Class 11 contains 9930 members 
Mstep: Class 12 contains 19979 members 
Mstep: Class 13 contains 48421 members 
Mstep: Class 14 contains 15809 members 
Mstep: Class 15 contains 16424 members 
Mstep: Class 16 contains 309727 members 
Mstep: Class 17 contains 10332 members 
Mstep: Class 18 contains 339572 members 
Mstep: Class 19 contains 16710 members 
Mstep: Class 20 contains 96044 members 
Mstep: Class 21 contains 9274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154354032.000000 Penalty: 66240.242188
Iteration 9F: 20 clusters Score -1.54354e+08 nChanged 82852
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 35603 members 
Mstep: Class 3 contains 3707 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 7 contains 11274 members 
Mstep: Class 8 contains 8584 members 
Mstep: Class 9 contains 296794 members 
Mstep: Class 10 contains 3552 members 
Mstep: Class 11 contains 8746 members 
Mstep: Class 12 contains 20290 members 
Mstep: Class 13 contains 49411 members 
Mstep: Class 14 contains 16416 members 
Mstep: Class 15 contains 17368 members 
Mstep: Class 16 contains 295832 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 327751 members 
Mstep: Class 19 contains 16031 members 
Mstep: Class 20 contains 95656 members 
Mstep: Class 21 contains 10580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2963.388672 but Gain 3486.328125
Score: -154401200.000000 Penalty: 62753.914062
Iteration 10F: 19 clusters Score -1.544012e+08 nChanged 72595
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 37952 members 
Mstep: Class 3 contains 3646 members 
Mstep: Class 5 contains 26638 members 
Mstep: Class 7 contains 11875 members 
Mstep: Class 8 contains 9359 members 
Mstep: Class 9 contains 320198 members 
Mstep: Class 11 contains 7693 members 
Mstep: Class 12 contains 21145 members 
Mstep: Class 13 contains 50418 members 
Mstep: Class 14 contains 17051 members 
Mstep: Class 15 contains 18399 members 
Mstep: Class 16 contains 283367 members 
Mstep: Class 17 contains 5906 members 
Mstep: Class 18 contains 316818 members 
Mstep: Class 19 contains 15378 members 
Mstep: Class 20 contains 95245 members 
Mstep: Class 21 contains 11583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154438560.000000 Penalty: 62753.914062
Iteration 11F: 19 clusters Score -1.544386e+08 nChanged 63270
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 40346 members 
Mstep: Class 3 contains 3597 members 
Mstep: Class 5 contains 25234 members 
Mstep: Class 7 contains 12054 members 
Mstep: Class 8 contains 9954 members 
Mstep: Class 9 contains 342352 members 
Mstep: Class 11 contains 6789 members 
Mstep: Class 12 contains 22567 members 
Mstep: Class 13 contains 51227 members 
Mstep: Class 14 contains 17591 members 
Mstep: Class 15 contains 19384 members 
Mstep: Class 16 contains 268317 members 
Mstep: Class 17 contains 5741 members 
Mstep: Class 18 contains 306205 members 
Mstep: Class 19 contains 14809 members 
Mstep: Class 20 contains 94589 members 
Mstep: Class 21 contains 12290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154452544.000000 Penalty: 62753.914062
Iteration 12Q: 19 clusters Score -1.544525e+08 nChanged 62951
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 43032 members 
Mstep: Class 3 contains 3560 members 
Mstep: Class 5 contains 23813 members 
Mstep: Class 7 contains 12063 members 
Mstep: Class 8 contains 10470 members 
Mstep: Class 9 contains 361803 members 
Mstep: Class 11 contains 5957 members 
Mstep: Class 12 contains 24678 members 
Mstep: Class 13 contains 51766 members 
Mstep: Class 14 contains 18109 members 
Mstep: Class 15 contains 20433 members 
Mstep: Class 16 contains 256408 members 
Mstep: Class 17 contains 5846 members 
Mstep: Class 18 contains 294494 members 
Mstep: Class 19 contains 14319 members 
Mstep: Class 20 contains 93939 members 
Mstep: Class 21 contains 12653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154444352.000000 Penalty: 62753.914062
Iteration 13Q: 19 clusters Score -1.544444e+08 nChanged 60274
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 45930 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 5 contains 22435 members 
Mstep: Class 7 contains 11922 members 
Mstep: Class 8 contains 11101 members 
Mstep: Class 9 contains 374730 members 
Mstep: Class 11 contains 5371 members 
Mstep: Class 12 contains 27263 members 
Mstep: Class 13 contains 52190 members 
Mstep: Class 14 contains 18499 members 
Mstep: Class 15 contains 21531 members 
Mstep: Class 16 contains 249024 members 
Mstep: Class 17 contains 6022 members 
Mstep: Class 18 contains 284275 members 
Mstep: Class 19 contains 13844 members 
Mstep: Class 20 contains 93108 members 
Mstep: Class 21 contains 12819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154421872.000000 Penalty: 62753.914062
Iteration 14Q: 19 clusters Score -1.544219e+08 nChanged 50807
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 48766 members 
Mstep: Class 3 contains 3482 members 
Mstep: Class 5 contains 21113 members 
Mstep: Class 7 contains 11808 members 
Mstep: Class 8 contains 11849 members 
Mstep: Class 9 contains 379539 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 30447 members 
Mstep: Class 13 contains 52695 members 
Mstep: Class 14 contains 18815 members 
Mstep: Class 15 contains 22697 members 
Mstep: Class 16 contains 245729 members 
Mstep: Class 17 contains 6140 members 
Mstep: Class 18 contains 276146 members 
Mstep: Class 19 contains 13363 members 
Mstep: Class 20 contains 93097 members 
Mstep: Class 21 contains 13146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154405344.000000 Penalty: 62753.914062
Iteration 15Q: 19 clusters Score -1.544053e+08 nChanged 41643
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 51445 members 
Mstep: Class 3 contains 3457 members 
Mstep: Class 5 contains 19812 members 
Mstep: Class 7 contains 11773 members 
Mstep: Class 8 contains 12587 members 
Mstep: Class 9 contains 378620 members 
Mstep: Class 11 contains 4825 members 
Mstep: Class 12 contains 33991 members 
Mstep: Class 13 contains 52972 members 
Mstep: Class 14 contains 19142 members 
Mstep: Class 15 contains 23936 members 
Mstep: Class 16 contains 244994 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 269852 members 
Mstep: Class 19 contains 12852 members 
Mstep: Class 20 contains 94008 members 
Mstep: Class 21 contains 13693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154402976.000000 Penalty: 62753.914062
Iteration 16Q: 19 clusters Score -1.54403e+08 nChanged 34925
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 53691 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 5 contains 18477 members 
Mstep: Class 7 contains 11848 members 
Mstep: Class 8 contains 13278 members 
Mstep: Class 9 contains 375561 members 
Mstep: Class 11 contains 4688 members 
Mstep: Class 12 contains 37760 members 
Mstep: Class 13 contains 53265 members 
Mstep: Class 14 contains 19440 members 
Mstep: Class 15 contains 25211 members 
Mstep: Class 16 contains 244899 members 
Mstep: Class 17 contains 6194 members 
Mstep: Class 18 contains 264379 members 
Mstep: Class 19 contains 12290 members 
Mstep: Class 20 contains 95714 members 
Mstep: Class 21 contains 14404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154407680.000000 Penalty: 62753.914062
Iteration 17Q: 19 clusters Score -1.544077e+08 nChanged 30772
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 55593 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 5 contains 17164 members 
Mstep: Class 7 contains 11894 members 
Mstep: Class 8 contains 13941 members 
Mstep: Class 9 contains 372040 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 41532 members 
Mstep: Class 13 contains 53513 members 
Mstep: Class 14 contains 19728 members 
Mstep: Class 15 contains 26513 members 
Mstep: Class 16 contains 244823 members 
Mstep: Class 17 contains 6091 members 
Mstep: Class 18 contains 259091 members 
Mstep: Class 19 contains 11702 members 
Mstep: Class 20 contains 97955 members 
Mstep: Class 21 contains 15272 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 18Q: 19 clusters Score -1.544142e+08 nChanged 27978
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 57186 members 
Mstep: Class 3 contains 3329 members 
Mstep: Class 5 contains 15821 members 
Mstep: Class 7 contains 11911 members 
Mstep: Class 8 contains 14519 members 
Mstep: Class 9 contains 368697 members 
Mstep: Class 11 contains 4686 members 
Mstep: Class 12 contains 45095 members 
Mstep: Class 13 contains 53798 members 
Mstep: Class 14 contains 19958 members 
Mstep: Class 15 contains 27849 members 
Mstep: Class 16 contains 244598 members 
Mstep: Class 17 contains 5962 members 
Mstep: Class 18 contains 253930 members 
Mstep: Class 19 contains 11132 members 
Mstep: Class 20 contains 100660 members 
Mstep: Class 21 contains 16143 members 
Entering Unmasked Estep 
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Iteration 19Q: 19 clusters Score -1.544211e+08 nChanged 25615
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 58585 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 5 contains 14451 members 
Mstep: Class 7 contains 11945 members 
Mstep: Class 8 contains 15061 members 
Mstep: Class 9 contains 365670 members 
Mstep: Class 11 contains 4726 members 
Mstep: Class 12 contains 48322 members 
Mstep: Class 13 contains 54221 members 
Mstep: Class 14 contains 20126 members 
Mstep: Class 15 contains 28976 members 
Mstep: Class 16 contains 244208 members 
Mstep: Class 17 contains 5799 members 
Mstep: Class 18 contains 248965 members 
Mstep: Class 19 contains 10667 members 
Mstep: Class 20 contains 103683 members 
Mstep: Class 21 contains 16979 members 
Entering Unmasked Estep 
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Iteration 20F: 19 clusters Score -1.544284e+08 nChanged 23658
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 59716 members 
Mstep: Class 3 contains 3250 members 
Mstep: Class 5 contains 13129 members 
Mstep: Class 7 contains 11924 members 
Mstep: Class 8 contains 15543 members 
Mstep: Class 9 contains 363094 members 
Mstep: Class 11 contains 4836 members 
Mstep: Class 12 contains 51171 members 
Mstep: Class 13 contains 54799 members 
Mstep: Class 14 contains 20268 members 
Mstep: Class 15 contains 30234 members 
Mstep: Class 16 contains 243531 members 
Mstep: Class 17 contains 5637 members 
Mstep: Class 18 contains 244051 members 
Mstep: Class 19 contains 9998 members 
Mstep: Class 20 contains 107025 members 
Mstep: Class 21 contains 17822 members 
Entering Unmasked Estep 
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Iteration 21Q: 19 clusters Score -1.544379e+08 nChanged 22330
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 60722 members 
Mstep: Class 3 contains 3188 members 
Mstep: Class 5 contains 11834 members 
Mstep: Class 7 contains 11845 members 
Mstep: Class 8 contains 15992 members 
Mstep: Class 9 contains 360547 members 
Mstep: Class 11 contains 4942 members 
Mstep: Class 12 contains 53648 members 
Mstep: Class 13 contains 55527 members 
Mstep: Class 14 contains 20342 members 
Mstep: Class 15 contains 31402 members 
Mstep: Class 16 contains 242723 members 
Mstep: Class 17 contains 5482 members 
Mstep: Class 18 contains 239554 members 
Mstep: Class 19 contains 9328 members 
Mstep: Class 20 contains 110574 members 
Mstep: Class 21 contains 18638 members 
Entering Unmasked Estep 
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Iteration 22Q: 19 clusters Score -1.544456e+08 nChanged 21309
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 61613 members 
Mstep: Class 3 contains 3115 members 
Mstep: Class 5 contains 10574 members 
Mstep: Class 7 contains 11725 members 
Mstep: Class 8 contains 16383 members 
Mstep: Class 9 contains 358313 members 
Mstep: Class 11 contains 5109 members 
Mstep: Class 12 contains 55794 members 
Mstep: Class 13 contains 56271 members 
Mstep: Class 14 contains 20419 members 
Mstep: Class 15 contains 32434 members 
Mstep: Class 16 contains 241581 members 
Mstep: Class 17 contains 5334 members 
Mstep: Class 18 contains 235166 members 
Mstep: Class 19 contains 8737 members 
Mstep: Class 20 contains 114442 members 
Mstep: Class 21 contains 19449 members 
Entering Unmasked Estep 
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Iteration 23Q: 19 clusters Score -1.544532e+08 nChanged 19703
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 62332 members 
Mstep: Class 3 contains 3042 members 
Mstep: Class 5 contains 9703 members 
Mstep: Class 7 contains 11564 members 
Mstep: Class 8 contains 16708 members 
Mstep: Class 9 contains 356371 members 
Mstep: Class 11 contains 5322 members 
Mstep: Class 12 contains 57637 members 
Mstep: Class 13 contains 56807 members 
Mstep: Class 14 contains 20499 members 
Mstep: Class 15 contains 33270 members 
Mstep: Class 16 contains 240182 members 
Mstep: Class 17 contains 5178 members 
Mstep: Class 18 contains 230806 members 
Mstep: Class 19 contains 8227 members 
Mstep: Class 20 contains 118706 members 
Mstep: Class 21 contains 20229 members 
Entering Unmasked Estep 
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Iteration 24Q: 19 clusters Score -1.544604e+08 nChanged 17813
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 62981 members 
Mstep: Class 3 contains 3009 members 
Mstep: Class 5 contains 9190 members 
Mstep: Class 7 contains 11387 members 
Mstep: Class 8 contains 16955 members 
Mstep: Class 9 contains 354612 members 
Mstep: Class 11 contains 5538 members 
Mstep: Class 12 contains 59234 members 
Mstep: Class 13 contains 57049 members 
Mstep: Class 14 contains 20592 members 
Mstep: Class 15 contains 33866 members 
Mstep: Class 16 contains 238333 members 
Mstep: Class 17 contains 5014 members 
Mstep: Class 18 contains 226789 members 
Mstep: Class 19 contains 7835 members 
Mstep: Class 20 contains 123336 members 
Mstep: Class 21 contains 20957 members 
Entering Unmasked Estep 
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Iteration 25Q: 19 clusters Score -1.544652e+08 nChanged 16562
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 63563 members 
Mstep: Class 3 contains 2986 members 
Mstep: Class 5 contains 8896 members 
Mstep: Class 7 contains 11145 members 
Mstep: Class 8 contains 17183 members 
Mstep: Class 9 contains 353079 members 
Mstep: Class 11 contains 5779 members 
Mstep: Class 12 contains 60762 members 
Mstep: Class 13 contains 57134 members 
Mstep: Class 14 contains 20694 members 
Mstep: Class 15 contains 34221 members 
Mstep: Class 16 contains 236153 members 
Mstep: Class 17 contains 4891 members 
Mstep: Class 18 contains 222859 members 
Mstep: Class 19 contains 7542 members 
Mstep: Class 20 contains 128193 members 
Mstep: Class 21 contains 21648 members 
Entering Unmasked Estep 
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Iteration 26Q: 19 clusters Score -1.544708e+08 nChanged 15665
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 64070 members 
Mstep: Class 3 contains 2978 members 
Mstep: Class 5 contains 8727 members 
Mstep: Class 7 contains 10924 members 
Mstep: Class 8 contains 17389 members 
Mstep: Class 9 contains 351486 members 
Mstep: Class 11 contains 6042 members 
Mstep: Class 12 contains 62123 members 
Mstep: Class 13 contains 57230 members 
Mstep: Class 14 contains 20773 members 
Mstep: Class 15 contains 34378 members 
Mstep: Class 16 contains 233679 members 
Mstep: Class 17 contains 4810 members 
Mstep: Class 18 contains 219083 members 
Mstep: Class 19 contains 7311 members 
Mstep: Class 20 contains 133444 members 
Mstep: Class 21 contains 22307 members 
Entering Unmasked Estep 
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Iteration 27Q: 19 clusters Score -1.544754e+08 nChanged 14888
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 64524 members 
Mstep: Class 3 contains 2977 members 
Mstep: Class 5 contains 8602 members 
Mstep: Class 7 contains 10666 members 
Mstep: Class 8 contains 17559 members 
Mstep: Class 9 contains 350092 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 63283 members 
Mstep: Class 13 contains 57275 members 
Mstep: Class 14 contains 20866 members 
Mstep: Class 15 contains 34412 members 
Mstep: Class 16 contains 230890 members 
Mstep: Class 17 contains 4724 members 
Mstep: Class 18 contains 215580 members 
Mstep: Class 19 contains 7160 members 
Mstep: Class 20 contains 138967 members 
Mstep: Class 21 contains 22895 members 
Entering Unmasked Estep 
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Iteration 28Q: 19 clusters Score -1.544799e+08 nChanged 14121
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 64927 members 
Mstep: Class 3 contains 2977 members 
Mstep: Class 5 contains 8543 members 
Mstep: Class 7 contains 10426 members 
Mstep: Class 8 contains 17701 members 
Mstep: Class 9 contains 348716 members 
Mstep: Class 11 contains 6541 members 
Mstep: Class 12 contains 64274 members 
Mstep: Class 13 contains 57278 members 
Mstep: Class 14 contains 20965 members 
Mstep: Class 15 contains 34344 members 
Mstep: Class 16 contains 227906 members 
Mstep: Class 17 contains 4653 members 
Mstep: Class 18 contains 212395 members 
Mstep: Class 19 contains 7058 members 
Mstep: Class 20 contains 144623 members 
Mstep: Class 21 contains 23427 members 
Entering Unmasked Estep 
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Iteration 29Q: 19 clusters Score -1.544843e+08 nChanged 13627
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 65242 members 
Mstep: Class 3 contains 2977 members 
Mstep: Class 5 contains 8511 members 
Mstep: Class 7 contains 10150 members 
Mstep: Class 8 contains 17806 members 
Mstep: Class 9 contains 347406 members 
Mstep: Class 11 contains 6730 members 
Mstep: Class 12 contains 65134 members 
Mstep: Class 13 contains 57274 members 
Mstep: Class 14 contains 21048 members 
Mstep: Class 15 contains 34256 members 
Mstep: Class 16 contains 224665 members 
Mstep: Class 17 contains 4594 members 
Mstep: Class 18 contains 209442 members 
Mstep: Class 19 contains 6972 members 
Mstep: Class 20 contains 150629 members 
Mstep: Class 21 contains 23924 members 
Entering Unmasked Estep 
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Iteration 30Q: 19 clusters Score -1.544882e+08 nChanged 13530
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 65517 members 
Mstep: Class 3 contains 2980 members 
Mstep: Class 5 contains 8484 members 
Mstep: Class 7 contains 9887 members 
Mstep: Class 8 contains 17884 members 
Mstep: Class 9 contains 346159 members 
Mstep: Class 11 contains 6896 members 
Mstep: Class 12 contains 65857 members 
Mstep: Class 13 contains 57260 members 
Mstep: Class 14 contains 21132 members 
Mstep: Class 15 contains 34160 members 
Mstep: Class 16 contains 221308 members 
Mstep: Class 17 contains 4519 members 
Mstep: Class 18 contains 206635 members 
Mstep: Class 19 contains 6915 members 
Mstep: Class 20 contains 156844 members 
Mstep: Class 21 contains 24326 members 
Entering Unmasked Estep 
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Iteration 31Q: 19 clusters Score -1.544923e+08 nChanged 13827
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 65779 members 
Mstep: Class 3 contains 2979 members 
Mstep: Class 5 contains 8472 members 
Mstep: Class 7 contains 9596 members 
Mstep: Class 8 contains 17940 members 
Mstep: Class 9 contains 345024 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 66509 members 
Mstep: Class 13 contains 57286 members 
Mstep: Class 14 contains 21209 members 
Mstep: Class 15 contains 34058 members 
Mstep: Class 16 contains 217590 members 
Mstep: Class 17 contains 4451 members 
Mstep: Class 18 contains 203781 members 
Mstep: Class 19 contains 6858 members 
Mstep: Class 20 contains 163496 members 
Mstep: Class 21 contains 24678 members 
Entering Unmasked Estep 
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Iteration 32Q: 19 clusters Score -1.544958e+08 nChanged 14655
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 66016 members 
Mstep: Class 3 contains 2975 members 
Mstep: Class 5 contains 8467 members 
Mstep: Class 7 contains 9352 members 
Mstep: Class 8 contains 17989 members 
Mstep: Class 9 contains 343964 members 
Mstep: Class 11 contains 7199 members 
Mstep: Class 12 contains 67070 members 
Mstep: Class 13 contains 57295 members 
Mstep: Class 14 contains 21278 members 
Mstep: Class 15 contains 33995 members 
Mstep: Class 16 contains 213425 members 
Mstep: Class 17 contains 4396 members 
Mstep: Class 18 contains 200761 members 
Mstep: Class 19 contains 6799 members 
Mstep: Class 20 contains 170837 members 
Mstep: Class 21 contains 24955 members 
Entering Unmasked Estep 
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Iteration 33Q: 19 clusters Score -1.54499e+08 nChanged 16158
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 66216 members 
Mstep: Class 3 contains 2973 members 
Mstep: Class 5 contains 8465 members 
Mstep: Class 7 contains 9123 members 
Mstep: Class 8 contains 18033 members 
Mstep: Class 9 contains 342917 members 
Mstep: Class 11 contains 7314 members 
Mstep: Class 12 contains 67515 members 
Mstep: Class 13 contains 57284 members 
Mstep: Class 14 contains 21376 members 
Mstep: Class 15 contains 33923 members 
Mstep: Class 16 contains 208691 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 197506 members 
Mstep: Class 19 contains 6749 members 
Mstep: Class 20 contains 179178 members 
Mstep: Class 21 contains 25156 members 
Entering Unmasked Estep 
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Iteration 34Q: 19 clusters Score -1.54503e+08 nChanged 17568
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 66380 members 
Mstep: Class 3 contains 2973 members 
Mstep: Class 5 contains 8451 members 
Mstep: Class 7 contains 8949 members 
Mstep: Class 8 contains 18093 members 
Mstep: Class 9 contains 341736 members 
Mstep: Class 11 contains 7422 members 
Mstep: Class 12 contains 67893 members 
Mstep: Class 13 contains 57283 members 
Mstep: Class 14 contains 21440 members 
Mstep: Class 15 contains 33847 members 
Mstep: Class 16 contains 203648 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 194059 members 
Mstep: Class 19 contains 6712 members 
Mstep: Class 20 contains 188266 members 
Mstep: Class 21 contains 25288 members 
Entering Unmasked Estep 
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Iteration 35Q: 19 clusters Score -1.545074e+08 nChanged 18595
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 66521 members 
Mstep: Class 3 contains 2973 members 
Mstep: Class 5 contains 8437 members 
Mstep: Class 7 contains 8790 members 
Mstep: Class 8 contains 18136 members 
Mstep: Class 9 contains 340502 members 
Mstep: Class 11 contains 7502 members 
Mstep: Class 12 contains 68198 members 
Mstep: Class 13 contains 57283 members 
Mstep: Class 14 contains 21493 members 
Mstep: Class 15 contains 33769 members 
Mstep: Class 16 contains 198723 members 
Mstep: Class 17 contains 4302 members 
Mstep: Class 18 contains 190568 members 
Mstep: Class 19 contains 6691 members 
Mstep: Class 20 contains 197555 members 
Mstep: Class 21 contains 25340 members 
Entering Unmasked Estep 
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Iteration 36Q: 19 clusters Score -1.545112e+08 nChanged 18671
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 66651 members 
Mstep: Class 3 contains 2973 members 
Mstep: Class 5 contains 8427 members 
Mstep: Class 7 contains 8754 members 
Mstep: Class 8 contains 18187 members 
Mstep: Class 9 contains 339411 members 
Mstep: Class 11 contains 7575 members 
Mstep: Class 12 contains 68377 members 
Mstep: Class 13 contains 57256 members 
Mstep: Class 14 contains 21551 members 
Mstep: Class 15 contains 33716 members 
Mstep: Class 16 contains 194096 members 
Mstep: Class 17 contains 4276 members 
Mstep: Class 18 contains 187286 members 
Mstep: Class 19 contains 6668 members 
Mstep: Class 20 contains 206250 members 
Mstep: Class 21 contains 25347 members 
Entering Unmasked Estep 
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Iteration 37Q: 19 clusters Score -1.545146e+08 nChanged 18602
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 66751 members 
Mstep: Class 3 contains 2973 members 
Mstep: Class 5 contains 8411 members 
Mstep: Class 7 contains 8804 members 
Mstep: Class 8 contains 18209 members 
Mstep: Class 9 contains 338684 members 
Mstep: Class 11 contains 7627 members 
Mstep: Class 12 contains 68494 members 
Mstep: Class 13 contains 57213 members 
Mstep: Class 14 contains 21594 members 
Mstep: Class 15 contains 33674 members 
Mstep: Class 16 contains 190010 members 
Mstep: Class 17 contains 4263 members 
Mstep: Class 18 contains 184320 members 
Mstep: Class 19 contains 6656 members 
Mstep: Class 20 contains 213784 members 
Mstep: Class 21 contains 25332 members 
Entering Unmasked Estep 
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Iteration 38Q: 19 clusters Score -1.545169e+08 nChanged 17733
Entering ConstructFrom: 
Score: -154516880.000000 Penalty: 62753.914062
Entering ConstructFrom: 
Trying to split cluster 1 (17296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Entering Unmasked Estep 
Score: -2062447.625000 Penalty: 2420.041016
	Iteration 0F: 2 clusters Score -2062448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2050126.625000 Penalty: 4840.082031
	Iteration 0F: 3 clusters Score -2050127 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2054338.250000 Penalty: 4840.082031
	Iteration 1F: 3 clusters Score -2054338 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2055017.000000 Penalty: 4840.082031
	Iteration 2F: 3 clusters Score -2055017 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2055742.625000 Penalty: 4840.082031
	Iteration 3F: 3 clusters Score -2055743 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2056500.250000 Penalty: 4840.082031
	Iteration 4F: 3 clusters Score -2056500 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2057198.875000 Penalty: 4840.082031
	Iteration 5F: 3 clusters Score -2057199 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2057780.125000 Penalty: 4840.082031
	Iteration 6F: 3 clusters Score -2057780 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2058357.500000 Penalty: 4840.082031
	Iteration 7F: 3 clusters Score -2058358 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2058957.125000 Penalty: 4840.082031
	Iteration 8Q: 3 clusters Score -2058957 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2059443.500000 Penalty: 4840.082031
	Iteration 9Q: 3 clusters Score -2059444 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2059822.250000 Penalty: 4840.082031
	Iteration 10Q: 3 clusters Score -2059822 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2060146.375000 Penalty: 4840.082031
	Iteration 11Q: 3 clusters Score -2060146 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2060397.750000 Penalty: 4840.082031
	Iteration 12Q: 3 clusters Score -2060398 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2060587.250000 Penalty: 4840.082031
	Iteration 13Q: 3 clusters Score -2060587 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2060719.250000 Penalty: 4840.082031
	Iteration 14Q: 3 clusters Score -2060719 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2060798.625000 Penalty: 4840.082031
	Iteration 15Q: 3 clusters Score -2060799 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2060861.000000 Penalty: 4840.082031
	Iteration 16Q: 3 clusters Score -2060861 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2060915.375000 Penalty: 4840.082031
	Iteration 17Q: 3 clusters Score -2060915 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2060979.625000 Penalty: 4840.082031
	Iteration 18Q: 3 clusters Score -2060980 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2061039.500000 Penalty: 4840.082031
	Iteration 19Q: 3 clusters Score -2061040 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2061107.625000 Penalty: 4840.082031
	Iteration 20F: 3 clusters Score -2061108 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2061171.000000 Penalty: 4840.082031
	Iteration 21Q: 3 clusters Score -2061171 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2061236.000000 Penalty: 4840.082031
	Iteration 22Q: 3 clusters Score -2061236 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2061286.625000 Penalty: 4840.082031
	Iteration 23Q: 3 clusters Score -2061287 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2061341.750000 Penalty: 4840.082031
	Iteration 24Q: 3 clusters Score -2061342 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2061396.375000 Penalty: 4840.082031
	Iteration 25Q: 3 clusters Score -2061396 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2061441.000000 Penalty: 4840.082031
	Iteration 26Q: 3 clusters Score -2061441 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2061478.000000 Penalty: 4840.082031
	Iteration 27Q: 3 clusters Score -2061478 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2061516.000000 Penalty: 4840.082031
	Iteration 28Q: 3 clusters Score -2061516 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2061545.250000 Penalty: 4840.082031
	Iteration 29Q: 3 clusters Score -2061545 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2061565.750000 Penalty: 4840.082031
	Iteration 30Q: 3 clusters Score -2061566 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2061595.000000 Penalty: 4840.082031
	Iteration 31Q: 3 clusters Score -2061595 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2061608.875000 Penalty: 4840.082031
	Iteration 32Q: 3 clusters Score -2061609 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2061624.000000 Penalty: 4840.082031
	Iteration 33Q: 3 clusters Score -2061624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2061638.375000 Penalty: 4840.082031
	Iteration 34Q: 3 clusters Score -2061638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2061650.750000 Penalty: 4840.082031
	Iteration 35Q: 3 clusters Score -2061651 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2061666.750000 Penalty: 4840.082031
	Iteration 36Q: 3 clusters Score -2061667 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2061678.375000 Penalty: 4840.082031
	Iteration 37Q: 3 clusters Score -2061678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2061693.125000 Penalty: 4840.082031
	Iteration 38Q: 3 clusters Score -2061693 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2061703.125000 Penalty: 4840.082031
	Iteration 39Q: 3 clusters Score -2061703 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2061716.625000 Penalty: 4840.082031
	Iteration 40F: 3 clusters Score -2061717 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2061726.750000 Penalty: 4840.082031
	Iteration 41Q: 3 clusters Score -2061727 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2061736.875000 Penalty: 4840.082031
	Iteration 42Q: 3 clusters Score -2061737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2061740.750000 Penalty: 4840.082031
	Iteration 43Q: 3 clusters Score -2061741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2061742.375000 Penalty: 4840.082031
	Iteration 44Q: 3 clusters Score -2061742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2061745.125000 Penalty: 4840.082031
	Iteration 45Q: 3 clusters Score -2061745 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2061750.875000 Penalty: 4840.082031
	Iteration 46Q: 3 clusters Score -2061751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2061752.875000 Penalty: 4840.082031
	Iteration 47Q: 3 clusters Score -2061753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2061754.875000 Penalty: 4840.082031
	Iteration 48Q: 3 clusters Score -2061755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2061756.625000 Penalty: 4840.082031
	Iteration 49Q: 3 clusters Score -2061757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2061760.000000 Penalty: 4840.082031
	Iteration 50Q: 3 clusters Score -2061760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2061764.500000 Penalty: 4840.082031
	Iteration 51Q: 3 clusters Score -2061764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2061767.125000 Penalty: 4840.082031
	Iteration 52Q: 3 clusters Score -2061767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2061767.000000 Penalty: 4840.082031
	Iteration 53Q: 3 clusters Score -2061767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2061771.125000 Penalty: 4840.082031
	Iteration 54Q: 3 clusters Score -2061771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2061772.250000 Penalty: 4840.082031
	Iteration 55Q: 3 clusters Score -2061772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2061769.375000 Penalty: 4840.082031
	Iteration 56Q: 3 clusters Score -2061769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2061769.625000 Penalty: 4840.082031
	Iteration 57Q: 3 clusters Score -2061770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2061769.375000 Penalty: 4840.082031
	Iteration 58Q: 3 clusters Score -2061769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2061768.250000 Penalty: 4840.082031
	Iteration 59Q: 3 clusters Score -2061768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2061773.500000 Penalty: 4840.082031
	Iteration 60F: 3 clusters Score -2061774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2061775.000000 Penalty: 4840.082031
	Iteration 61Q: 3 clusters Score -2061775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2061774.000000 Penalty: 4840.082031
	Iteration 62Q: 3 clusters Score -2061774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2061773.250000 Penalty: 4840.082031
	Iteration 63Q: 3 clusters Score -2061773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2061773.500000 Penalty: 4840.082031
	Iteration 64Q: 3 clusters Score -2061774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -2061774.500000 Penalty: 4840.082031
	Iteration 65Q: 3 clusters Score -2061774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2061772.000000 Penalty: 4840.082031
	Iteration 66Q: 3 clusters Score -2061772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2061772.000000 Penalty: 4840.082031
	Iteration 67F: 3 clusters Score -2061772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (66878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66878 members 
Entering Unmasked Estep 
Score: -7968503.500000 Penalty: 2755.435059
	Iteration 0F: 2 clusters Score -7968504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -7923704.500000 Penalty: 5510.870117
	Iteration 0F: 3 clusters Score -7923704 nChanged 31286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -7942785.000000 Penalty: 5510.870117
	Iteration 1F: 3 clusters Score -7942785 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -7945437.500000 Penalty: 5510.870117
	Iteration 2F: 3 clusters Score -7945438 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -7948671.500000 Penalty: 5510.870117
	Iteration 3F: 3 clusters Score -7948672 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -7952464.500000 Penalty: 5510.870117
	Iteration 4F: 3 clusters Score -7952464 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -7956699.500000 Penalty: 5510.870117
	Iteration 5F: 3 clusters Score -7956700 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -7960843.500000 Penalty: 5510.870117
	Iteration 6F: 3 clusters Score -7960844 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -7964782.000000 Penalty: 5510.870117
	Iteration 7F: 3 clusters Score -7964782 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -7968264.000000 Penalty: 5510.870117
	Iteration 8F: 3 clusters Score -7968264 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -7970228.000000 Penalty: 5510.870117
	Iteration 9Q: 3 clusters Score -7970228 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60918 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -7971098.000000 Penalty: 5510.870117
	Iteration 10Q: 3 clusters Score -7971098 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61790 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -7971522.000000 Penalty: 5510.870117
	Iteration 11Q: 3 clusters Score -7971522 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62345 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -7971744.500000 Penalty: 5510.870117
	Iteration 12Q: 3 clusters Score -7971744 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -7971842.000000 Penalty: 5510.870117
	Iteration 13Q: 3 clusters Score -7971842 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62991 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -7971934.500000 Penalty: 5510.870117
	Iteration 14Q: 3 clusters Score -7971934 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -7971992.000000 Penalty: 5510.870117
	Iteration 15Q: 3 clusters Score -7971992 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -7972032.000000 Penalty: 5510.870117
	Iteration 16Q: 3 clusters Score -7972032 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63398 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -7972049.500000 Penalty: 5510.870117
	Iteration 17Q: 3 clusters Score -7972050 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63475 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -7972073.000000 Penalty: 5510.870117
	Iteration 18Q: 3 clusters Score -7972073 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63552 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -7972096.000000 Penalty: 5510.870117
	Iteration 19Q: 3 clusters Score -7972096 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -7972109.000000 Penalty: 5510.870117
	Iteration 20F: 3 clusters Score -7972109 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63672 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -7972107.000000 Penalty: 5510.870117
	Iteration 21Q: 3 clusters Score -7972107 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63716 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -7972106.000000 Penalty: 5510.870117
	Iteration 22Q: 3 clusters Score -7972106 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63773 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -7972137.500000 Penalty: 5510.870117
	Iteration 23Q: 3 clusters Score -7972138 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63810 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -7972131.000000 Penalty: 5510.870117
	Iteration 24Q: 3 clusters Score -7972131 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -7972144.500000 Penalty: 5510.870117
	Iteration 25Q: 3 clusters Score -7972144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63861 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -7972151.500000 Penalty: 5510.870117
	Iteration 26Q: 3 clusters Score -7972152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63875 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -7972166.500000 Penalty: 5510.870117
	Iteration 27Q: 3 clusters Score -7972166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -7972163.500000 Penalty: 5510.870117
	Iteration 28Q: 3 clusters Score -7972164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63900 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -7972162.000000 Penalty: 5510.870117
	Iteration 29Q: 3 clusters Score -7972162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -7972154.000000 Penalty: 5510.870117
	Iteration 30Q: 3 clusters Score -7972154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -7972159.000000 Penalty: 5510.870117
	Iteration 31Q: 3 clusters Score -7972159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63921 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -7972155.500000 Penalty: 5510.870117
	Iteration 32Q: 3 clusters Score -7972156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63925 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -7972158.000000 Penalty: 5510.870117
	Iteration 33Q: 3 clusters Score -7972158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63926 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -7972159.500000 Penalty: 5510.870117
	Iteration 34Q: 3 clusters Score -7972160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -7972162.500000 Penalty: 5510.870117
	Iteration 35Q: 3 clusters Score -7972162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63931 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -7972164.500000 Penalty: 5510.870117
	Iteration 36Q: 3 clusters Score -7972164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63931 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -7972169.500000 Penalty: 5510.870117
	Iteration 37Q: 3 clusters Score -7972170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63928 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -7972175.500000 Penalty: 5510.870117
	Iteration 38Q: 3 clusters Score -7972176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63929 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -7972167.000000 Penalty: 5510.870117
	Iteration 39Q: 3 clusters Score -7972167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63925 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -7972168.500000 Penalty: 5510.870117
	Iteration 40F: 3 clusters Score -7972168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63922 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -7972167.000000 Penalty: 5510.870117
	Iteration 41Q: 3 clusters Score -7972167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63919 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -7972174.000000 Penalty: 5510.870117
	Iteration 42Q: 3 clusters Score -7972174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63917 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -7972173.000000 Penalty: 5510.870117
	Iteration 43Q: 3 clusters Score -7972173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63914 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -7972182.000000 Penalty: 5510.870117
	Iteration 44Q: 3 clusters Score -7972182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63911 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -7972175.000000 Penalty: 5510.870117
	Iteration 45Q: 3 clusters Score -7972175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63914 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -7972174.500000 Penalty: 5510.870117
	Iteration 46Q: 3 clusters Score -7972174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63916 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -7972176.000000 Penalty: 5510.870117
	Iteration 47Q: 3 clusters Score -7972176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63921 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -7972170.000000 Penalty: 5510.870117
	Iteration 48Q: 3 clusters Score -7972170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63924 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -7972175.000000 Penalty: 5510.870117
	Iteration 49Q: 3 clusters Score -7972175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63924 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -7972175.000000 Penalty: 5510.870117
	Iteration 50F: 3 clusters Score -7972175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 63924 members 
Mstep: Class 3 contains 2974 members 
Mstep: Class 4 contains 2954 members 
Mstep: Class 5 contains 8389 members 
Mstep: Class 7 contains 8925 members 
Mstep: Class 8 contains 18216 members 
Mstep: Class 9 contains 338124 members 
Mstep: Class 11 contains 7672 members 
Mstep: Class 12 contains 68596 members 
Mstep: Class 13 contains 57122 members 
Mstep: Class 14 contains 21631 members 
Mstep: Class 15 contains 33656 members 
Mstep: Class 16 contains 186739 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 181937 members 
Mstep: Class 19 contains 6645 members 
Mstep: Class 20 contains 219715 members 
Mstep: Class 21 contains 25337 members 
Entering Unmasked Estep 
Score: -154520448.000000 Penalty: 66240.242188
Splitting cluster 2 changes total score from -154516880.000000 to -154520448.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (2974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Entering Unmasked Estep 
Score: -309589.812500 Penalty: 1983.420410
	Iteration 0F: 2 clusters Score -309589.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -306786.687500 Penalty: 3966.840820
	Iteration 0F: 3 clusters Score -306786.7 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -310708.187500 Penalty: 3966.840820
	Iteration 1F: 3 clusters Score -310708.2 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -315375.593750 Penalty: 3966.840820
	Iteration 2F: 3 clusters Score -315375.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -317730.500000 Penalty: 3966.840820
	Iteration 3F: 3 clusters Score -317730.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -318023.125000 Penalty: 3966.840820
	Iteration 4Q: 3 clusters Score -318023.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -318080.937500 Penalty: 3966.840820
	Iteration 5Q: 3 clusters Score -318080.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -318144.968750 Penalty: 3966.840820
	Iteration 6Q: 3 clusters Score -318145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -318257.687500 Penalty: 3966.840820
	Iteration 7Q: 3 clusters Score -318257.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -318381.125000 Penalty: 3966.840820
	Iteration 8Q: 3 clusters Score -318381.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -318524.125000 Penalty: 3966.840820
	Iteration 9Q: 3 clusters Score -318524.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -318616.468750 Penalty: 3966.840820
	Iteration 10Q: 3 clusters Score -318616.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -318620.000000 Penalty: 3966.840820
	Iteration 11Q: 3 clusters Score -318620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -318620.000000 Penalty: 3966.840820
	Iteration 12F: 3 clusters Score -318620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 63924 members 
Mstep: Class 3 contains 2408 members 
Mstep: Class 4 contains 2954 members 
Mstep: Class 5 contains 8389 members 
Mstep: Class 6 contains 566 members 
Mstep: Class 7 contains 8925 members 
Mstep: Class 8 contains 18216 members 
Mstep: Class 9 contains 338124 members 
Mstep: Class 11 contains 7672 members 
Mstep: Class 12 contains 68596 members 
Mstep: Class 13 contains 57122 members 
Mstep: Class 14 contains 21631 members 
Mstep: Class 15 contains 33656 members 
Mstep: Class 16 contains 186739 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 181937 members 
Mstep: Class 19 contains 6645 members 
Mstep: Class 20 contains 219715 members 
Mstep: Class 21 contains 25337 members 
Entering Unmasked Estep 
Score: -154527952.000000 Penalty: 69726.570312
Splitting cluster 3 changes total score from -154516880.000000 to -154527952.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 5 (8389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Entering Unmasked Estep 
Score: -992829.625000 Penalty: 2240.599854
	Iteration 0F: 2 clusters Score -992829.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -986274.562500 Penalty: 4481.199707
	Iteration 0F: 3 clusters Score -986274.6 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -988929.687500 Penalty: 4481.199707
	Iteration 1F: 3 clusters Score -988929.7 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -990690.125000 Penalty: 4481.199707
	Iteration 2F: 3 clusters Score -990690.1 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -992747.562500 Penalty: 4481.199707
	Iteration 3F: 3 clusters Score -992747.6 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -993873.312500 Penalty: 4481.199707
	Iteration 4F: 3 clusters Score -993873.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -994303.312500 Penalty: 4481.199707
	Iteration 5F: 3 clusters Score -994303.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -994577.187500 Penalty: 4481.199707
	Iteration 6Q: 3 clusters Score -994577.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -994771.687500 Penalty: 4481.199707
	Iteration 7Q: 3 clusters Score -994771.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -994929.312500 Penalty: 4481.199707
	Iteration 8Q: 3 clusters Score -994929.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -995005.687500 Penalty: 4481.199707
	Iteration 9Q: 3 clusters Score -995005.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -995032.750000 Penalty: 4481.199707
	Iteration 10Q: 3 clusters Score -995032.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -995045.187500 Penalty: 4481.199707
	Iteration 11Q: 3 clusters Score -995045.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -995049.062500 Penalty: 4481.199707
	Iteration 12Q: 3 clusters Score -995049.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -995051.312500 Penalty: 4481.199707
	Iteration 13Q: 3 clusters Score -995051.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -995052.562500 Penalty: 4481.199707
	Iteration 14Q: 3 clusters Score -995052.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -995052.250000 Penalty: 4481.199707
	Iteration 15Q: 3 clusters Score -995052.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -995052.500000 Penalty: 4481.199707
	Iteration 16Q: 3 clusters Score -995052.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -995052.437500 Penalty: 4481.199707
	Iteration 17Q: 3 clusters Score -995052.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -995053.312500 Penalty: 4481.199707
	Iteration 18Q: 3 clusters Score -995053.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -995054.250000 Penalty: 4481.199707
	Iteration 19Q: 3 clusters Score -995054.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -995053.562500 Penalty: 4481.199707
	Iteration 20F: 3 clusters Score -995053.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 63924 members 
Mstep: Class 3 contains 2408 members 
Mstep: Class 4 contains 2954 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 566 members 
Mstep: Class 7 contains 8925 members 
Mstep: Class 8 contains 18216 members 
Mstep: Class 9 contains 338124 members 
Mstep: Class 10 contains 4379 members 
Mstep: Class 11 contains 7672 members 
Mstep: Class 12 contains 68596 members 
Mstep: Class 13 contains 57122 members 
Mstep: Class 14 contains 21631 members 
Mstep: Class 15 contains 33656 members 
Mstep: Class 16 contains 186739 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 181937 members 
Mstep: Class 19 contains 6645 members 
Mstep: Class 20 contains 219715 members 
Mstep: Class 21 contains 25337 members 
Entering Unmasked Estep 
Score: -154528288.000000 Penalty: 73212.898438
Splitting cluster 5 changes total score from -154516880.000000 to -154528288.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 7 (8925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Entering Unmasked Estep 
Score: -1119808.375000 Penalty: 2255.959717
	Iteration 0F: 2 clusters Score -1119808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1112870.750000 Penalty: 4511.919434
	Iteration 0F: 3 clusters Score -1112871 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1114753.500000 Penalty: 4511.919434
	Iteration 1F: 3 clusters Score -1114754 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1114994.250000 Penalty: 4511.919434
	Iteration 2F: 3 clusters Score -1114994 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1115172.125000 Penalty: 4511.919434
	Iteration 3Q: 3 clusters Score -1115172 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1115313.125000 Penalty: 4511.919434
	Iteration 4Q: 3 clusters Score -1115313 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1115441.375000 Penalty: 4511.919434
	Iteration 5Q: 3 clusters Score -1115441 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1115572.125000 Penalty: 4511.919434
	Iteration 6Q: 3 clusters Score -1115572 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1115686.625000 Penalty: 4511.919434
	Iteration 7Q: 3 clusters Score -1115687 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1115813.875000 Penalty: 4511.919434
	Iteration 8Q: 3 clusters Score -1115814 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1115957.000000 Penalty: 4511.919434
	Iteration 9Q: 3 clusters Score -1115957 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1116113.125000 Penalty: 4511.919434
	Iteration 10Q: 3 clusters Score -1116113 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1116339.500000 Penalty: 4511.919434
	Iteration 11Q: 3 clusters Score -1116340 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1116585.250000 Penalty: 4511.919434
	Iteration 12Q: 3 clusters Score -1116585 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1116821.375000 Penalty: 4511.919434
	Iteration 13Q: 3 clusters Score -1116821 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1117039.250000 Penalty: 4511.919434
	Iteration 14Q: 3 clusters Score -1117039 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1117247.375000 Penalty: 4511.919434
	Iteration 15Q: 3 clusters Score -1117247 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1117410.750000 Penalty: 4511.919434
	Iteration 16Q: 3 clusters Score -1117411 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1117531.875000 Penalty: 4511.919434
	Iteration 17Q: 3 clusters Score -1117532 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1117627.375000 Penalty: 4511.919434
	Iteration 18Q: 3 clusters Score -1117627 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1117702.625000 Penalty: 4511.919434
	Iteration 19Q: 3 clusters Score -1117703 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1117756.875000 Penalty: 4511.919434
	Iteration 20F: 3 clusters Score -1117757 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1117793.875000 Penalty: 4511.919434
	Iteration 21Q: 3 clusters Score -1117794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1117818.500000 Penalty: 4511.919434
	Iteration 22Q: 3 clusters Score -1117818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1117832.875000 Penalty: 4511.919434
	Iteration 23Q: 3 clusters Score -1117833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1117844.250000 Penalty: 4511.919434
	Iteration 24Q: 3 clusters Score -1117844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1117849.000000 Penalty: 4511.919434
	Iteration 25Q: 3 clusters Score -1117849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1117853.250000 Penalty: 4511.919434
	Iteration 26Q: 3 clusters Score -1117853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1117854.000000 Penalty: 4511.919434
	Iteration 27Q: 3 clusters Score -1117854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1117857.750000 Penalty: 4511.919434
	Iteration 28Q: 3 clusters Score -1117858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1117860.125000 Penalty: 4511.919434
	Iteration 29Q: 3 clusters Score -1117860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1117860.375000 Penalty: 4511.919434
	Iteration 30Q: 3 clusters Score -1117860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1117861.125000 Penalty: 4511.919434
	Iteration 31Q: 3 clusters Score -1117861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1117862.500000 Penalty: 4511.919434
	Iteration 32Q: 3 clusters Score -1117862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1117862.500000 Penalty: 4511.919434
	Iteration 33F: 3 clusters Score -1117862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Entering Unmasked Estep 
Score: -2284736.500000 Penalty: 2432.893799
	Iteration 0F: 2 clusters Score -2284736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2271824.500000 Penalty: 4865.787598
	Iteration 0F: 3 clusters Score -2271824 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2276033.000000 Penalty: 4865.787598
	Iteration 1F: 3 clusters Score -2276033 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2276393.500000 Penalty: 4865.787598
	Iteration 2F: 3 clusters Score -2276394 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2276696.000000 Penalty: 4865.787598
	Iteration 3Q: 3 clusters Score -2276696 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2276952.500000 Penalty: 4865.787598
	Iteration 4Q: 3 clusters Score -2276952 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2277228.000000 Penalty: 4865.787598
	Iteration 5Q: 3 clusters Score -2277228 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2277585.250000 Penalty: 4865.787598
	Iteration 6Q: 3 clusters Score -2277585 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2278044.750000 Penalty: 4865.787598
	Iteration 7Q: 3 clusters Score -2278045 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2278585.500000 Penalty: 4865.787598
	Iteration 8Q: 3 clusters Score -2278586 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2279279.500000 Penalty: 4865.787598
	Iteration 9F: 3 clusters Score -2279280 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2280114.750000 Penalty: 4865.787598
	Iteration 10F: 3 clusters Score -2280115 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2280931.250000 Penalty: 4865.787598
	Iteration 11F: 3 clusters Score -2280931 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2281514.250000 Penalty: 4865.787598
	Iteration 12Q: 3 clusters Score -2281514 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2281880.000000 Penalty: 4865.787598
	Iteration 13Q: 3 clusters Score -2281880 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2282102.500000 Penalty: 4865.787598
	Iteration 14Q: 3 clusters Score -2282102 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2282268.250000 Penalty: 4865.787598
	Iteration 15Q: 3 clusters Score -2282268 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2282407.500000 Penalty: 4865.787598
	Iteration 16Q: 3 clusters Score -2282408 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2282513.750000 Penalty: 4865.787598
	Iteration 17Q: 3 clusters Score -2282514 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2282628.250000 Penalty: 4865.787598
	Iteration 18Q: 3 clusters Score -2282628 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2282726.250000 Penalty: 4865.787598
	Iteration 19Q: 3 clusters Score -2282726 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2282805.500000 Penalty: 4865.787598
	Iteration 20F: 3 clusters Score -2282806 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2282905.500000 Penalty: 4865.787598
	Iteration 21Q: 3 clusters Score -2282906 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2282974.750000 Penalty: 4865.787598
	Iteration 22Q: 3 clusters Score -2282975 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2283015.500000 Penalty: 4865.787598
	Iteration 23Q: 3 clusters Score -2283016 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2283050.500000 Penalty: 4865.787598
	Iteration 24Q: 3 clusters Score -2283050 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2283083.000000 Penalty: 4865.787598
	Iteration 25Q: 3 clusters Score -2283083 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2283093.750000 Penalty: 4865.787598
	Iteration 26Q: 3 clusters Score -2283094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2283108.500000 Penalty: 4865.787598
	Iteration 27Q: 3 clusters Score -2283108 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2283132.250000 Penalty: 4865.787598
	Iteration 28Q: 3 clusters Score -2283132 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2283152.250000 Penalty: 4865.787598
	Iteration 29Q: 3 clusters Score -2283152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2283165.250000 Penalty: 4865.787598
	Iteration 30Q: 3 clusters Score -2283165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2283176.500000 Penalty: 4865.787598
	Iteration 31Q: 3 clusters Score -2283176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2283185.000000 Penalty: 4865.787598
	Iteration 32Q: 3 clusters Score -2283185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2283195.000000 Penalty: 4865.787598
	Iteration 33Q: 3 clusters Score -2283195 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2283205.250000 Penalty: 4865.787598
	Iteration 34Q: 3 clusters Score -2283205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2283212.000000 Penalty: 4865.787598
	Iteration 35Q: 3 clusters Score -2283212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2283216.000000 Penalty: 4865.787598
	Iteration 36Q: 3 clusters Score -2283216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2283216.000000 Penalty: 4865.787598
	Iteration 37Q: 3 clusters Score -2283216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2283224.750000 Penalty: 4865.787598
	Iteration 38Q: 3 clusters Score -2283225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2283229.500000 Penalty: 4865.787598
	Iteration 39Q: 3 clusters Score -2283230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2283228.750000 Penalty: 4865.787598
	Iteration 40F: 3 clusters Score -2283229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2283230.000000 Penalty: 4865.787598
	Iteration 41Q: 3 clusters Score -2283230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2283230.500000 Penalty: 4865.787598
	Iteration 42Q: 3 clusters Score -2283230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2283228.750000 Penalty: 4865.787598
	Iteration 43Q: 3 clusters Score -2283229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2283233.500000 Penalty: 4865.787598
	Iteration 44Q: 3 clusters Score -2283234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2283235.500000 Penalty: 4865.787598
	Iteration 45Q: 3 clusters Score -2283236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2283232.750000 Penalty: 4865.787598
	Iteration 46Q: 3 clusters Score -2283233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2283231.750000 Penalty: 4865.787598
	Iteration 47Q: 3 clusters Score -2283232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2283229.000000 Penalty: 4865.787598
	Iteration 48Q: 3 clusters Score -2283229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2283232.000000 Penalty: 4865.787598
	Iteration 49Q: 3 clusters Score -2283232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2283232.500000 Penalty: 4865.787598
	Iteration 50Q: 3 clusters Score -2283232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2283232.500000 Penalty: 4865.787598
	Iteration 51F: 3 clusters Score -2283232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (338124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338124 members 
Entering Unmasked Estep 
Score: -41791692.000000 Penalty: 3157.329590
	Iteration 0F: 2 clusters Score -4.179169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168518 members 
Mstep: Class 2 contains 169606 members 
Entering Unmasked Estep 
Score: -41602756.000000 Penalty: 6314.659180
	Iteration 0F: 3 clusters Score -4.160276e+07 nChanged 163528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158248 members 
Mstep: Class 2 contains 179876 members 
Entering Unmasked Estep 
Score: -41701580.000000 Penalty: 6314.659180
	Iteration 1F: 3 clusters Score -4.170158e+07 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151309 members 
Mstep: Class 2 contains 186815 members 
Entering Unmasked Estep 
Score: -41704204.000000 Penalty: 6314.659180
	Iteration 2Q: 3 clusters Score -4.17042e+07 nChanged 12864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140655 members 
Mstep: Class 2 contains 197469 members 
Entering Unmasked Estep 
Score: -41708600.000000 Penalty: 6314.659180
	Iteration 3Q: 3 clusters Score -4.17086e+07 nChanged 17578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125061 members 
Mstep: Class 2 contains 213063 members 
Entering Unmasked Estep 
Score: -41717136.000000 Penalty: 6314.659180
	Iteration 4F: 3 clusters Score -4.171714e+07 nChanged 22762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104475 members 
Mstep: Class 2 contains 233649 members 
Entering Unmasked Estep 
Score: -41731196.000000 Penalty: 6314.659180
	Iteration 5F: 3 clusters Score -4.17312e+07 nChanged 26082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80769 members 
Mstep: Class 2 contains 257355 members 
Entering Unmasked Estep 
Score: -41751884.000000 Penalty: 6314.659180
	Iteration 6F: 3 clusters Score -4.175188e+07 nChanged 24307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 279384 members 
Entering Unmasked Estep 
Score: -41772020.000000 Penalty: 6314.659180
	Iteration 7F: 3 clusters Score -4.177202e+07 nChanged 18606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 295996 members 
Entering Unmasked Estep 
Score: -41786880.000000 Penalty: 6314.659180
	Iteration 8F: 3 clusters Score -4.178688e+07 nChanged 12349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 306519 members 
Entering Unmasked Estep 
Score: -41795456.000000 Penalty: 6314.659180
	Iteration 9Q: 3 clusters Score -4.179546e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 312928 members 
Entering Unmasked Estep 
Score: -41799228.000000 Penalty: 6314.659180
	Iteration 10Q: 3 clusters Score -4.179923e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 317585 members 
Entering Unmasked Estep 
Score: -41800640.000000 Penalty: 6314.659180
	Iteration 11Q: 3 clusters Score -4.180064e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 321418 members 
Entering Unmasked Estep 
Score: -41800028.000000 Penalty: 6314.659180
	Iteration 12Q: 3 clusters Score -4.180003e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 324750 members 
Entering Unmasked Estep 
Score: -41798724.000000 Penalty: 6314.659180
	Iteration 13Q: 3 clusters Score -4.179872e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 327575 members 
Entering Unmasked Estep 
Score: -41797096.000000 Penalty: 6314.659180
	Iteration 14Q: 3 clusters Score -4.17971e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 329837 members 
Entering Unmasked Estep 
Score: -41795484.000000 Penalty: 6314.659180
	Iteration 15Q: 3 clusters Score -4.179548e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 331644 members 
Entering Unmasked Estep 
Score: -41794588.000000 Penalty: 6314.659180
	Iteration 16Q: 3 clusters Score -4.179459e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 333056 members 
Entering Unmasked Estep 
Score: -41793944.000000 Penalty: 6314.659180
	Iteration 17Q: 3 clusters Score -4.179394e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 334149 members 
Entering Unmasked Estep 
Score: -41793064.000000 Penalty: 6314.659180
	Iteration 18Q: 3 clusters Score -4.179306e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 335018 members 
Entering Unmasked Estep 
Score: -41792504.000000 Penalty: 6314.659180
	Iteration 19Q: 3 clusters Score -4.17925e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 335635 members 
Entering Unmasked Estep 
Score: -41791796.000000 Penalty: 6314.659180
	Iteration 20F: 3 clusters Score -4.17918e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 336102 members 
Entering Unmasked Estep 
Score: -41791248.000000 Penalty: 6314.659180
	Iteration 21Q: 3 clusters Score -4.179125e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 336441 members 
Entering Unmasked Estep 
Score: -41790876.000000 Penalty: 6314.659180
	Iteration 22Q: 3 clusters Score -4.179088e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 336688 members 
Entering Unmasked Estep 
Score: -41790700.000000 Penalty: 6314.659180
	Iteration 23Q: 3 clusters Score -4.17907e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 336878 members 
Entering Unmasked Estep 
Score: -41790492.000000 Penalty: 6314.659180
	Iteration 24Q: 3 clusters Score -4.179049e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 337035 members 
Entering Unmasked Estep 
Score: -41790368.000000 Penalty: 6314.659180
	Iteration 25Q: 3 clusters Score -4.179037e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 337140 members 
Entering Unmasked Estep 
Score: -41790264.000000 Penalty: 6314.659180
	Iteration 26Q: 3 clusters Score -4.179026e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 337234 members 
Entering Unmasked Estep 
Score: -41790164.000000 Penalty: 6314.659180
	Iteration 27Q: 3 clusters Score -4.179016e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 337290 members 
Entering Unmasked Estep 
Score: -41790152.000000 Penalty: 6314.659180
	Iteration 28Q: 3 clusters Score -4.179015e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 337335 members 
Entering Unmasked Estep 
Score: -41790096.000000 Penalty: 6314.659180
	Iteration 29Q: 3 clusters Score -4.17901e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 337371 members 
Entering Unmasked Estep 
Score: -41790044.000000 Penalty: 6314.659180
	Iteration 30Q: 3 clusters Score -4.179004e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 337404 members 
Entering Unmasked Estep 
Score: -41790036.000000 Penalty: 6314.659180
	Iteration 31Q: 3 clusters Score -4.179004e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 337428 members 
Entering Unmasked Estep 
Score: -41790020.000000 Penalty: 6314.659180
	Iteration 32Q: 3 clusters Score -4.179002e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 337451 members 
Entering Unmasked Estep 
Score: -41790036.000000 Penalty: 6314.659180
	Iteration 33Q: 3 clusters Score -4.179004e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 337471 members 
Entering Unmasked Estep 
Score: -41789996.000000 Penalty: 6314.659180
	Iteration 34Q: 3 clusters Score -4.179e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 337489 members 
Entering Unmasked Estep 
Score: -41789940.000000 Penalty: 6314.659180
	Iteration 35Q: 3 clusters Score -4.178994e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 337499 members 
Entering Unmasked Estep 
Score: -41790008.000000 Penalty: 6314.659180
	Iteration 36Q: 3 clusters Score -4.179001e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 337506 members 
Entering Unmasked Estep 
Score: -41789972.000000 Penalty: 6314.659180
	Iteration 37Q: 3 clusters Score -4.178997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 337512 members 
Entering Unmasked Estep 
Score: -41789956.000000 Penalty: 6314.659180
	Iteration 38Q: 3 clusters Score -4.178996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 337520 members 
Entering Unmasked Estep 
Score: -41789916.000000 Penalty: 6314.659180
	Iteration 39Q: 3 clusters Score -4.178992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 337527 members 
Entering Unmasked Estep 
Score: -41789920.000000 Penalty: 6314.659180
	Iteration 40F: 3 clusters Score -4.178992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 337535 members 
Entering Unmasked Estep 
Score: -41789888.000000 Penalty: 6314.659180
	Iteration 41Q: 3 clusters Score -4.178989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 337544 members 
Entering Unmasked Estep 
Score: -41789880.000000 Penalty: 6314.659180
	Iteration 42Q: 3 clusters Score -4.178988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 337551 members 
Entering Unmasked Estep 
Score: -41789852.000000 Penalty: 6314.659180
	Iteration 43Q: 3 clusters Score -4.178985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 337558 members 
Entering Unmasked Estep 
Score: -41789848.000000 Penalty: 6314.659180
	Iteration 44Q: 3 clusters Score -4.178985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 337564 members 
Entering Unmasked Estep 
Score: -41789844.000000 Penalty: 6314.659180
	Iteration 45Q: 3 clusters Score -4.178984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 337573 members 
Entering Unmasked Estep 
Score: -41789832.000000 Penalty: 6314.659180
	Iteration 46Q: 3 clusters Score -4.178983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 337576 members 
Entering Unmasked Estep 
Score: -41789828.000000 Penalty: 6314.659180
	Iteration 47Q: 3 clusters Score -4.178983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 337580 members 
Entering Unmasked Estep 
Score: -41789848.000000 Penalty: 6314.659180
	Iteration 48Q: 3 clusters Score -4.178985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 337581 members 
Entering Unmasked Estep 
Score: -41789856.000000 Penalty: 6314.659180
	Iteration 49Q: 3 clusters Score -4.178986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 337581 members 
Entering Unmasked Estep 
Score: -41789872.000000 Penalty: 6314.659180
	Iteration 50Q: 3 clusters Score -4.178987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 337580 members 
Entering Unmasked Estep 
Score: -41789860.000000 Penalty: 6314.659180
	Iteration 51Q: 3 clusters Score -4.178986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 337579 members 
Entering Unmasked Estep 
Score: -41789880.000000 Penalty: 6314.659180
	Iteration 52Q: 3 clusters Score -4.178988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 337579 members 
Entering Unmasked Estep 
Score: -41789880.000000 Penalty: 6314.659180
	Iteration 53F: 3 clusters Score -4.178988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Entering Unmasked Estep 
Score: -940388.875000 Penalty: 2218.442383
	Iteration 0F: 2 clusters Score -940388.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -934177.500000 Penalty: 4436.884766
	Iteration 0F: 3 clusters Score -934177.5 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -935902.062500 Penalty: 4436.884766
	Iteration 1F: 3 clusters Score -935902.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -936253.312500 Penalty: 4436.884766
	Iteration 2F: 3 clusters Score -936253.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -936532.937500 Penalty: 4436.884766
	Iteration 3F: 3 clusters Score -936532.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -936799.687500 Penalty: 4436.884766
	Iteration 4F: 3 clusters Score -936799.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -937078.000000 Penalty: 4436.884766
	Iteration 5Q: 3 clusters Score -937078 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -937385.125000 Penalty: 4436.884766
	Iteration 6F: 3 clusters Score -937385.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -937623.875000 Penalty: 4436.884766
	Iteration 7Q: 3 clusters Score -937623.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -937813.812500 Penalty: 4436.884766
	Iteration 8Q: 3 clusters Score -937813.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -938008.937500 Penalty: 4436.884766
	Iteration 9Q: 3 clusters Score -938008.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -938199.437500 Penalty: 4436.884766
	Iteration 10Q: 3 clusters Score -938199.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -938406.437500 Penalty: 4436.884766
	Iteration 11Q: 3 clusters Score -938406.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -938579.625000 Penalty: 4436.884766
	Iteration 12Q: 3 clusters Score -938579.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -938706.562500 Penalty: 4436.884766
	Iteration 13Q: 3 clusters Score -938706.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -938790.437500 Penalty: 4436.884766
	Iteration 14Q: 3 clusters Score -938790.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -938845.687500 Penalty: 4436.884766
	Iteration 15Q: 3 clusters Score -938845.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -938877.250000 Penalty: 4436.884766
	Iteration 16Q: 3 clusters Score -938877.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -938900.437500 Penalty: 4436.884766
	Iteration 17Q: 3 clusters Score -938900.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -938917.562500 Penalty: 4436.884766
	Iteration 18Q: 3 clusters Score -938917.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -938931.312500 Penalty: 4436.884766
	Iteration 19Q: 3 clusters Score -938931.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -938937.750000 Penalty: 4436.884766
	Iteration 20F: 3 clusters Score -938937.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -938946.250000 Penalty: 4436.884766
	Iteration 21Q: 3 clusters Score -938946.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -938951.000000 Penalty: 4436.884766
	Iteration 22Q: 3 clusters Score -938951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -938954.687500 Penalty: 4436.884766
	Iteration 23Q: 3 clusters Score -938954.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -938957.187500 Penalty: 4436.884766
	Iteration 24Q: 3 clusters Score -938957.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -938959.062500 Penalty: 4436.884766
	Iteration 25Q: 3 clusters Score -938959.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -938961.250000 Penalty: 4436.884766
	Iteration 26Q: 3 clusters Score -938961.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -938963.187500 Penalty: 4436.884766
	Iteration 27Q: 3 clusters Score -938963.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -938963.187500 Penalty: 4436.884766
	Iteration 28Q: 3 clusters Score -938963.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -938965.625000 Penalty: 4436.884766
	Iteration 29Q: 3 clusters Score -938965.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -938965.937500 Penalty: 4436.884766
	Iteration 30Q: 3 clusters Score -938965.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -938967.187500 Penalty: 4436.884766
	Iteration 31Q: 3 clusters Score -938967.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -938970.375000 Penalty: 4436.884766
	Iteration 32Q: 3 clusters Score -938970.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -938971.000000 Penalty: 4436.884766
	Iteration 33Q: 3 clusters Score -938971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -938972.250000 Penalty: 4436.884766
	Iteration 34Q: 3 clusters Score -938972.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -938973.500000 Penalty: 4436.884766
	Iteration 35Q: 3 clusters Score -938973.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -938977.375000 Penalty: 4436.884766
	Iteration 36Q: 3 clusters Score -938977.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -938976.625000 Penalty: 4436.884766
	Iteration 37Q: 3 clusters Score -938976.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -938977.062500 Penalty: 4436.884766
	Iteration 38Q: 3 clusters Score -938977.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -938976.687500 Penalty: 4436.884766
	Iteration 39Q: 3 clusters Score -938976.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -938976.687500 Penalty: 4436.884766
	Iteration 40F: 3 clusters Score -938976.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68596 members 
Entering Unmasked Estep 
Score: -8607170.000000 Penalty: 2761.725342
	Iteration 0F: 2 clusters Score -8607170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -8561343.000000 Penalty: 5523.450684
	Iteration 0F: 3 clusters Score -8561343 nChanged 31984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -8579349.000000 Penalty: 5523.450684
	Iteration 1F: 3 clusters Score -8579349 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -8580060.000000 Penalty: 5523.450684
	Iteration 2Q: 3 clusters Score -8580060 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -8580885.000000 Penalty: 5523.450684
	Iteration 3Q: 3 clusters Score -8580885 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -8581812.000000 Penalty: 5523.450684
	Iteration 4Q: 3 clusters Score -8581812 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -8583175.000000 Penalty: 5523.450684
	Iteration 5Q: 3 clusters Score -8583175 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -8585058.000000 Penalty: 5523.450684
	Iteration 6F: 3 clusters Score -8585058 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -8587602.000000 Penalty: 5523.450684
	Iteration 7F: 3 clusters Score -8587602 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -8590822.000000 Penalty: 5523.450684
	Iteration 8F: 3 clusters Score -8590822 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -8594877.000000 Penalty: 5523.450684
	Iteration 9F: 3 clusters Score -8594877 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 61431 members 
Entering Unmasked Estep 
Score: -8598961.000000 Penalty: 5523.450684
	Iteration 10F: 3 clusters Score -8598961 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 64623 members 
Entering Unmasked Estep 
Score: -8601748.000000 Penalty: 5523.450684
	Iteration 11Q: 3 clusters Score -8601748 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 66439 members 
Entering Unmasked Estep 
Score: -8603364.000000 Penalty: 5523.450684
	Iteration 12Q: 3 clusters Score -8603364 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 67270 members 
Entering Unmasked Estep 
Score: -8604137.000000 Penalty: 5523.450684
	Iteration 13Q: 3 clusters Score -8604137 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 67630 members 
Entering Unmasked Estep 
Score: -8604423.000000 Penalty: 5523.450684
	Iteration 14Q: 3 clusters Score -8604423 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 67814 members 
Entering Unmasked Estep 
Score: -8604599.000000 Penalty: 5523.450684
	Iteration 15Q: 3 clusters Score -8604599 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 67909 members 
Entering Unmasked Estep 
Score: -8604702.000000 Penalty: 5523.450684
	Iteration 16Q: 3 clusters Score -8604702 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 67955 members 
Entering Unmasked Estep 
Score: -8604760.000000 Penalty: 5523.450684
	Iteration 17Q: 3 clusters Score -8604760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 67973 members 
Entering Unmasked Estep 
Score: -8604799.000000 Penalty: 5523.450684
	Iteration 18Q: 3 clusters Score -8604799 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 67989 members 
Entering Unmasked Estep 
Score: -8604816.000000 Penalty: 5523.450684
	Iteration 19Q: 3 clusters Score -8604816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 67998 members 
Entering Unmasked Estep 
Score: -8604835.000000 Penalty: 5523.450684
	Iteration 20F: 3 clusters Score -8604835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 68007 members 
Entering Unmasked Estep 
Score: -8604842.000000 Penalty: 5523.450684
	Iteration 21Q: 3 clusters Score -8604842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 68013 members 
Entering Unmasked Estep 
Score: -8604839.000000 Penalty: 5523.450684
	Iteration 22Q: 3 clusters Score -8604839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 68017 members 
Entering Unmasked Estep 
Score: -8604834.000000 Penalty: 5523.450684
	Iteration 23Q: 3 clusters Score -8604834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 68020 members 
Entering Unmasked Estep 
Score: -8604849.000000 Penalty: 5523.450684
	Iteration 24Q: 3 clusters Score -8604849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 68024 members 
Entering Unmasked Estep 
Score: -8604856.000000 Penalty: 5523.450684
	Iteration 25Q: 3 clusters Score -8604856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 68028 members 
Entering Unmasked Estep 
Score: -8604861.000000 Penalty: 5523.450684
	Iteration 26Q: 3 clusters Score -8604861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 68032 members 
Entering Unmasked Estep 
Score: -8604870.000000 Penalty: 5523.450684
	Iteration 27Q: 3 clusters Score -8604870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 68033 members 
Entering Unmasked Estep 
Score: -8604874.000000 Penalty: 5523.450684
	Iteration 28Q: 3 clusters Score -8604874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 68032 members 
Entering Unmasked Estep 
Score: -8604885.000000 Penalty: 5523.450684
	Iteration 29Q: 3 clusters Score -8604885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 68035 members 
Entering Unmasked Estep 
Score: -8604889.000000 Penalty: 5523.450684
	Iteration 30Q: 3 clusters Score -8604889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 68037 members 
Entering Unmasked Estep 
Score: -8604889.000000 Penalty: 5523.450684
	Iteration 31Q: 3 clusters Score -8604889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 68039 members 
Entering Unmasked Estep 
Score: -8604884.000000 Penalty: 5523.450684
	Iteration 32Q: 3 clusters Score -8604884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 68041 members 
Entering Unmasked Estep 
Score: -8604886.000000 Penalty: 5523.450684
	Iteration 33Q: 3 clusters Score -8604886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 68039 members 
Entering Unmasked Estep 
Score: -8604888.000000 Penalty: 5523.450684
	Iteration 34Q: 3 clusters Score -8604888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 68039 members 
Entering Unmasked Estep 
Score: -8604888.000000 Penalty: 5523.450684
	Iteration 35F: 3 clusters Score -8604888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (57122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57122 members 
Entering Unmasked Estep 
Score: -6921157.500000 Penalty: 2716.330322
	Iteration 0F: 2 clusters Score -6921158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -6882836.000000 Penalty: 5432.660645
	Iteration 0F: 3 clusters Score -6882836 nChanged 26452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -6898311.000000 Penalty: 5432.660645
	Iteration 1F: 3 clusters Score -6898311 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -6899833.000000 Penalty: 5432.660645
	Iteration 2F: 3 clusters Score -6899833 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -6901962.500000 Penalty: 5432.660645
	Iteration 3F: 3 clusters Score -6901962 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -6904864.000000 Penalty: 5432.660645
	Iteration 4F: 3 clusters Score -6904864 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -6908579.500000 Penalty: 5432.660645
	Iteration 5F: 3 clusters Score -6908580 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -6911943.500000 Penalty: 5432.660645
	Iteration 6F: 3 clusters Score -6911944 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -6914081.500000 Penalty: 5432.660645
	Iteration 7F: 3 clusters Score -6914082 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -6915588.000000 Penalty: 5432.660645
	Iteration 8Q: 3 clusters Score -6915588 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -6916635.000000 Penalty: 5432.660645
	Iteration 9Q: 3 clusters Score -6916635 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -6917451.500000 Penalty: 5432.660645
	Iteration 10Q: 3 clusters Score -6917452 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -6918069.000000 Penalty: 5432.660645
	Iteration 11Q: 3 clusters Score -6918069 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -6918570.500000 Penalty: 5432.660645
	Iteration 12Q: 3 clusters Score -6918570 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -6919009.000000 Penalty: 5432.660645
	Iteration 13Q: 3 clusters Score -6919009 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -6919334.500000 Penalty: 5432.660645
	Iteration 14Q: 3 clusters Score -6919334 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -6919567.500000 Penalty: 5432.660645
	Iteration 15Q: 3 clusters Score -6919568 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -6919694.500000 Penalty: 5432.660645
	Iteration 16Q: 3 clusters Score -6919694 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -6919808.000000 Penalty: 5432.660645
	Iteration 17Q: 3 clusters Score -6919808 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -6919900.500000 Penalty: 5432.660645
	Iteration 18Q: 3 clusters Score -6919900 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -6919946.500000 Penalty: 5432.660645
	Iteration 19Q: 3 clusters Score -6919946 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -6919964.500000 Penalty: 5432.660645
	Iteration 20F: 3 clusters Score -6919964 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -6920011.500000 Penalty: 5432.660645
	Iteration 21Q: 3 clusters Score -6920012 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -6920066.500000 Penalty: 5432.660645
	Iteration 22Q: 3 clusters Score -6920066 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -6920134.000000 Penalty: 5432.660645
	Iteration 23Q: 3 clusters Score -6920134 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -6920180.000000 Penalty: 5432.660645
	Iteration 24Q: 3 clusters Score -6920180 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -6920231.500000 Penalty: 5432.660645
	Iteration 25Q: 3 clusters Score -6920232 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -6920230.500000 Penalty: 5432.660645
	Iteration 26Q: 3 clusters Score -6920230 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -6920237.000000 Penalty: 5432.660645
	Iteration 27Q: 3 clusters Score -6920237 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -6920266.500000 Penalty: 5432.660645
	Iteration 28Q: 3 clusters Score -6920266 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -6920262.000000 Penalty: 5432.660645
	Iteration 29Q: 3 clusters Score -6920262 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -6920283.500000 Penalty: 5432.660645
	Iteration 30Q: 3 clusters Score -6920284 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -6920302.000000 Penalty: 5432.660645
	Iteration 31Q: 3 clusters Score -6920302 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -6920336.000000 Penalty: 5432.660645
	Iteration 32Q: 3 clusters Score -6920336 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -6920365.500000 Penalty: 5432.660645
	Iteration 33Q: 3 clusters Score -6920366 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -6920402.500000 Penalty: 5432.660645
	Iteration 34Q: 3 clusters Score -6920402 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -6920422.000000 Penalty: 5432.660645
	Iteration 35Q: 3 clusters Score -6920422 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -6920446.000000 Penalty: 5432.660645
	Iteration 36Q: 3 clusters Score -6920446 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -6920459.000000 Penalty: 5432.660645
	Iteration 37Q: 3 clusters Score -6920459 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -6920479.500000 Penalty: 5432.660645
	Iteration 38Q: 3 clusters Score -6920480 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -6920494.500000 Penalty: 5432.660645
	Iteration 39Q: 3 clusters Score -6920494 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -6920530.500000 Penalty: 5432.660645
	Iteration 40F: 3 clusters Score -6920530 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -6920533.500000 Penalty: 5432.660645
	Iteration 41Q: 3 clusters Score -6920534 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -6920553.000000 Penalty: 5432.660645
	Iteration 42Q: 3 clusters Score -6920553 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -6920554.000000 Penalty: 5432.660645
	Iteration 43Q: 3 clusters Score -6920554 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -6920573.000000 Penalty: 5432.660645
	Iteration 44Q: 3 clusters Score -6920573 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -6920587.000000 Penalty: 5432.660645
	Iteration 45Q: 3 clusters Score -6920587 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -6920611.000000 Penalty: 5432.660645
	Iteration 46Q: 3 clusters Score -6920611 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -6920636.500000 Penalty: 5432.660645
	Iteration 47Q: 3 clusters Score -6920636 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -6920658.000000 Penalty: 5432.660645
	Iteration 48Q: 3 clusters Score -6920658 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -6920673.000000 Penalty: 5432.660645
	Iteration 49Q: 3 clusters Score -6920673 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -6920711.500000 Penalty: 5432.660645
	Iteration 50Q: 3 clusters Score -6920712 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -6920719.000000 Penalty: 5432.660645
	Iteration 51Q: 3 clusters Score -6920719 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -6920721.500000 Penalty: 5432.660645
	Iteration 52Q: 3 clusters Score -6920722 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -6920722.000000 Penalty: 5432.660645
	Iteration 53Q: 3 clusters Score -6920722 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -6920745.000000 Penalty: 5432.660645
	Iteration 54Q: 3 clusters Score -6920745 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -6920735.000000 Penalty: 5432.660645
	Iteration 55Q: 3 clusters Score -6920735 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -6920746.500000 Penalty: 5432.660645
	Iteration 56Q: 3 clusters Score -6920746 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -6920746.500000 Penalty: 5432.660645
	Iteration 57Q: 3 clusters Score -6920746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -6920757.500000 Penalty: 5432.660645
	Iteration 58Q: 3 clusters Score -6920758 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -6920753.000000 Penalty: 5432.660645
	Iteration 59Q: 3 clusters Score -6920753 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -6920770.000000 Penalty: 5432.660645
	Iteration 60F: 3 clusters Score -6920770 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -6920787.000000 Penalty: 5432.660645
	Iteration 61Q: 3 clusters Score -6920787 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -6920803.500000 Penalty: 5432.660645
	Iteration 62Q: 3 clusters Score -6920804 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6920804 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -6920809.500000 Penalty: 5432.660645
	Iteration 64Q: 3 clusters Score -6920810 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -6920820.500000 Penalty: 5432.660645
	Iteration 65Q: 3 clusters Score -6920820 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -6920811.000000 Penalty: 5432.660645
	Iteration 66Q: 3 clusters Score -6920811 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -6920806.500000 Penalty: 5432.660645
	Iteration 67Q: 3 clusters Score -6920806 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -6920811.500000 Penalty: 5432.660645
	Iteration 68Q: 3 clusters Score -6920812 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -6920822.500000 Penalty: 5432.660645
	Iteration 69Q: 3 clusters Score -6920822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -6920828.500000 Penalty: 5432.660645
	Iteration 70Q: 3 clusters Score -6920828 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -6920825.500000 Penalty: 5432.660645
	Iteration 71Q: 3 clusters Score -6920826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -6920819.000000 Penalty: 5432.660645
	Iteration 72Q: 3 clusters Score -6920819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -6920832.500000 Penalty: 5432.660645
	Iteration 73Q: 3 clusters Score -6920832 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -6920830.500000 Penalty: 5432.660645
	Iteration 74Q: 3 clusters Score -6920830 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -6920831.500000 Penalty: 5432.660645
	Iteration 75Q: 3 clusters Score -6920832 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -6920826.500000 Penalty: 5432.660645
	Iteration 76Q: 3 clusters Score -6920826 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6920828 nChanged 19
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Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -6920845.000000 Penalty: 5432.660645
	Iteration 78Q: 3 clusters Score -6920845 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -6920839.000000 Penalty: 5432.660645
	Iteration 79Q: 3 clusters Score -6920839 nChanged 8
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Mstep: Class 1 contains 46080 members 
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Entering Unmasked Estep 
Score: -6920840.000000 Penalty: 5432.660645
	Iteration 80F: 3 clusters Score -6920840 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -6920842.500000 Penalty: 5432.660645
	Iteration 81Q: 3 clusters Score -6920842 nChanged 1
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Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6920846 nChanged 1
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Mstep: Class 1 contains 46089 members 
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Entering Unmasked Estep 
Score: -6920844.500000 Penalty: 5432.660645
	Iteration 83Q: 3 clusters Score -6920844 nChanged 2
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Mstep: Class 1 contains 46091 members 
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Entering Unmasked Estep 
Score: -6920841.500000 Penalty: 5432.660645
	Iteration 84Q: 3 clusters Score -6920842 nChanged 2
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Mstep: Class 1 contains 46093 members 
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Entering Unmasked Estep 
Score: -6920835.500000 Penalty: 5432.660645
	Iteration 85Q: 3 clusters Score -6920836 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -6920841.500000 Penalty: 5432.660645
	Iteration 86Q: 3 clusters Score -6920842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -6920838.000000 Penalty: 5432.660645
	Iteration 87Q: 3 clusters Score -6920838 nChanged 11
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Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -6920839.500000 Penalty: 5432.660645
	Iteration 88Q: 3 clusters Score -6920840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -6920834.000000 Penalty: 5432.660645
	Iteration 89Q: 3 clusters Score -6920834 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -6920836.500000 Penalty: 5432.660645
	Iteration 90Q: 3 clusters Score -6920836 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -6920837.500000 Penalty: 5432.660645
	Iteration 91Q: 3 clusters Score -6920838 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6920838 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -6920846.500000 Penalty: 5432.660645
	Iteration 93Q: 3 clusters Score -6920846 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6920831.000000 Penalty: 5432.660645
	Iteration 94Q: 3 clusters Score -6920831 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6920840.500000 Penalty: 5432.660645
	Iteration 95Q: 3 clusters Score -6920840 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -6920844.500000 Penalty: 5432.660645
	Iteration 96Q: 3 clusters Score -6920844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -6920843.500000 Penalty: 5432.660645
	Iteration 97Q: 3 clusters Score -6920844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -6920854.000000 Penalty: 5432.660645
	Iteration 98Q: 3 clusters Score -6920854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -6920847.000000 Penalty: 5432.660645
	Iteration 99Q: 3 clusters Score -6920847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -6920848.500000 Penalty: 5432.660645
	Iteration 100F: 3 clusters Score -6920848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -6920848.000000 Penalty: 5432.660645
	Iteration 101Q: 3 clusters Score -6920848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -6920850.000000 Penalty: 5432.660645
	Iteration 102Q: 3 clusters Score -6920850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -6920850.000000 Penalty: 5432.660645
	Iteration 103Q: 3 clusters Score -6920850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -6920853.500000 Penalty: 5432.660645
	Iteration 104Q: 3 clusters Score -6920854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -6920861.000000 Penalty: 5432.660645
	Iteration 105Q: 3 clusters Score -6920861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -6920857.500000 Penalty: 5432.660645
	Iteration 106Q: 3 clusters Score -6920858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -6920845.500000 Penalty: 5432.660645
	Iteration 107Q: 3 clusters Score -6920846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -6920850.000000 Penalty: 5432.660645
	Iteration 108Q: 3 clusters Score -6920850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -6920846.500000 Penalty: 5432.660645
	Iteration 109Q: 3 clusters Score -6920846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -6920842.000000 Penalty: 5432.660645
	Iteration 110Q: 3 clusters Score -6920842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -6920843.500000 Penalty: 5432.660645
	Iteration 111Q: 3 clusters Score -6920844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -6920839.000000 Penalty: 5432.660645
	Iteration 112Q: 3 clusters Score -6920839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -6920850.000000 Penalty: 5432.660645
	Iteration 113Q: 3 clusters Score -6920850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -6920857.500000 Penalty: 5432.660645
	Iteration 114Q: 3 clusters Score -6920858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -6920856.000000 Penalty: 5432.660645
	Iteration 115Q: 3 clusters Score -6920856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -6920859.000000 Penalty: 5432.660645
	Iteration 116Q: 3 clusters Score -6920859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -6920863.500000 Penalty: 5432.660645
	Iteration 117Q: 3 clusters Score -6920864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -6920863.000000 Penalty: 5432.660645
	Iteration 118Q: 3 clusters Score -6920863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -6920867.500000 Penalty: 5432.660645
	Iteration 119Q: 3 clusters Score -6920868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -6920869.500000 Penalty: 5432.660645
	Iteration 120F: 3 clusters Score -6920870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -6920868.000000 Penalty: 5432.660645
	Iteration 121Q: 3 clusters Score -6920868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -6920866.500000 Penalty: 5432.660645
	Iteration 122Q: 3 clusters Score -6920866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -6920867.000000 Penalty: 5432.660645
	Iteration 123Q: 3 clusters Score -6920867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -6920873.000000 Penalty: 5432.660645
	Iteration 124Q: 3 clusters Score -6920873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -6920873.500000 Penalty: 5432.660645
	Iteration 125Q: 3 clusters Score -6920874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -6920870.500000 Penalty: 5432.660645
	Iteration 126Q: 3 clusters Score -6920870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -6920874.000000 Penalty: 5432.660645
	Iteration 127Q: 3 clusters Score -6920874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -6920875.000000 Penalty: 5432.660645
	Iteration 128Q: 3 clusters Score -6920875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -6920873.500000 Penalty: 5432.660645
	Iteration 129Q: 3 clusters Score -6920874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -6920879.000000 Penalty: 5432.660645
	Iteration 130Q: 3 clusters Score -6920879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -6920871.000000 Penalty: 5432.660645
	Iteration 131Q: 3 clusters Score -6920871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -6920866.500000 Penalty: 5432.660645
	Iteration 132Q: 3 clusters Score -6920866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -6920875.000000 Penalty: 5432.660645
	Iteration 133Q: 3 clusters Score -6920875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46556 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -6920875.000000 Penalty: 5432.660645
	Iteration 134Q: 3 clusters Score -6920875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -6920875.000000 Penalty: 5432.660645
	Iteration 135Q: 3 clusters Score -6920875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -6920867.000000 Penalty: 5432.660645
	Iteration 136Q: 3 clusters Score -6920867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -6920876.000000 Penalty: 5432.660645
	Iteration 137Q: 3 clusters Score -6920876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -6920885.000000 Penalty: 5432.660645
	Iteration 138Q: 3 clusters Score -6920885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -6920869.500000 Penalty: 5432.660645
	Iteration 139Q: 3 clusters Score -6920870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -6920873.500000 Penalty: 5432.660645
	Iteration 140F: 3 clusters Score -6920874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -6920874.000000 Penalty: 5432.660645
	Iteration 141Q: 3 clusters Score -6920874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -6920877.500000 Penalty: 5432.660645
	Iteration 142Q: 3 clusters Score -6920878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -6920876.000000 Penalty: 5432.660645
	Iteration 143Q: 3 clusters Score -6920876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -6920881.500000 Penalty: 5432.660645
	Iteration 144Q: 3 clusters Score -6920882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -6920879.000000 Penalty: 5432.660645
	Iteration 145Q: 3 clusters Score -6920879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -6920880.000000 Penalty: 5432.660645
	Iteration 146Q: 3 clusters Score -6920880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -6920878.500000 Penalty: 5432.660645
	Iteration 147Q: 3 clusters Score -6920878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -6920868.500000 Penalty: 5432.660645
	Iteration 148Q: 3 clusters Score -6920868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -6920876.000000 Penalty: 5432.660645
	Iteration 149Q: 3 clusters Score -6920876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46727 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -6920877.000000 Penalty: 5432.660645
	Iteration 150Q: 3 clusters Score -6920877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -6920880.500000 Penalty: 5432.660645
	Iteration 151Q: 3 clusters Score -6920880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -6920876.000000 Penalty: 5432.660645
	Iteration 152Q: 3 clusters Score -6920876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -6920870.500000 Penalty: 5432.660645
	Iteration 153Q: 3 clusters Score -6920870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -6920871.500000 Penalty: 5432.660645
	Iteration 154Q: 3 clusters Score -6920872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -6920877.000000 Penalty: 5432.660645
	Iteration 155Q: 3 clusters Score -6920877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -6920874.500000 Penalty: 5432.660645
	Iteration 156Q: 3 clusters Score -6920874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -6920868.000000 Penalty: 5432.660645
	Iteration 157Q: 3 clusters Score -6920868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -6920873.000000 Penalty: 5432.660645
	Iteration 158Q: 3 clusters Score -6920873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -6920866.000000 Penalty: 5432.660645
	Iteration 159Q: 3 clusters Score -6920866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -6920872.000000 Penalty: 5432.660645
	Iteration 160F: 3 clusters Score -6920872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -6920871.000000 Penalty: 5432.660645
	Iteration 161Q: 3 clusters Score -6920871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -6920868.000000 Penalty: 5432.660645
	Iteration 162Q: 3 clusters Score -6920868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -6920868.000000 Penalty: 5432.660645
	Iteration 163F: 3 clusters Score -6920868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Entering Unmasked Estep 
Score: -2614252.750000 Penalty: 2475.507080
	Iteration 0F: 2 clusters Score -2614253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2599159.250000 Penalty: 4951.014160
	Iteration 0F: 3 clusters Score -2599159 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2604662.750000 Penalty: 4951.014160
	Iteration 1F: 3 clusters Score -2604663 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2605292.750000 Penalty: 4951.014160
	Iteration 2F: 3 clusters Score -2605293 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2605887.500000 Penalty: 4951.014160
	Iteration 3F: 3 clusters Score -2605888 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2606479.000000 Penalty: 4951.014160
	Iteration 4F: 3 clusters Score -2606479 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2607194.250000 Penalty: 4951.014160
	Iteration 5F: 3 clusters Score -2607194 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2607987.000000 Penalty: 4951.014160
	Iteration 6F: 3 clusters Score -2607987 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2608822.250000 Penalty: 4951.014160
	Iteration 7F: 3 clusters Score -2608822 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2609752.750000 Penalty: 4951.014160
	Iteration 8F: 3 clusters Score -2609753 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2610653.000000 Penalty: 4951.014160
	Iteration 9Q: 3 clusters Score -2610653 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2611412.250000 Penalty: 4951.014160
	Iteration 10Q: 3 clusters Score -2611412 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2611893.250000 Penalty: 4951.014160
	Iteration 11Q: 3 clusters Score -2611893 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2612175.250000 Penalty: 4951.014160
	Iteration 12Q: 3 clusters Score -2612175 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2612360.500000 Penalty: 4951.014160
	Iteration 13Q: 3 clusters Score -2612360 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2612477.750000 Penalty: 4951.014160
	Iteration 14Q: 3 clusters Score -2612478 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2612578.000000 Penalty: 4951.014160
	Iteration 15Q: 3 clusters Score -2612578 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2612641.250000 Penalty: 4951.014160
	Iteration 16Q: 3 clusters Score -2612641 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2612691.250000 Penalty: 4951.014160
	Iteration 17Q: 3 clusters Score -2612691 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2612736.250000 Penalty: 4951.014160
	Iteration 18Q: 3 clusters Score -2612736 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2612766.000000 Penalty: 4951.014160
	Iteration 19Q: 3 clusters Score -2612766 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2612798.250000 Penalty: 4951.014160
	Iteration 20F: 3 clusters Score -2612798 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2612826.000000 Penalty: 4951.014160
	Iteration 21Q: 3 clusters Score -2612826 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2612852.750000 Penalty: 4951.014160
	Iteration 22Q: 3 clusters Score -2612853 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2612896.000000 Penalty: 4951.014160
	Iteration 23Q: 3 clusters Score -2612896 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2612925.000000 Penalty: 4951.014160
	Iteration 24Q: 3 clusters Score -2612925 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2612969.500000 Penalty: 4951.014160
	Iteration 25Q: 3 clusters Score -2612970 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2612986.000000 Penalty: 4951.014160
	Iteration 26Q: 3 clusters Score -2612986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2613005.000000 Penalty: 4951.014160
	Iteration 27Q: 3 clusters Score -2613005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2613009.500000 Penalty: 4951.014160
	Iteration 28Q: 3 clusters Score -2613010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2613013.500000 Penalty: 4951.014160
	Iteration 29Q: 3 clusters Score -2613014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2613021.750000 Penalty: 4951.014160
	Iteration 30Q: 3 clusters Score -2613022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2613023.250000 Penalty: 4951.014160
	Iteration 31Q: 3 clusters Score -2613023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2613024.500000 Penalty: 4951.014160
	Iteration 32Q: 3 clusters Score -2613024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2613028.000000 Penalty: 4951.014160
	Iteration 33Q: 3 clusters Score -2613028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2613030.250000 Penalty: 4951.014160
	Iteration 34Q: 3 clusters Score -2613030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2613024.500000 Penalty: 4951.014160
	Iteration 35Q: 3 clusters Score -2613024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2613028.250000 Penalty: 4951.014160
	Iteration 36Q: 3 clusters Score -2613028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2613027.750000 Penalty: 4951.014160
	Iteration 37Q: 3 clusters Score -2613028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2613029.250000 Penalty: 4951.014160
	Iteration 38Q: 3 clusters Score -2613029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2613028.750000 Penalty: 4951.014160
	Iteration 39Q: 3 clusters Score -2613029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2613037.750000 Penalty: 4951.014160
	Iteration 40F: 3 clusters Score -2613038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2613031.000000 Penalty: 4951.014160
	Iteration 41Q: 3 clusters Score -2613031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2613039.250000 Penalty: 4951.014160
	Iteration 42Q: 3 clusters Score -2613039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2613045.750000 Penalty: 4951.014160
	Iteration 43Q: 3 clusters Score -2613046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2613044.750000 Penalty: 4951.014160
	Iteration 44Q: 3 clusters Score -2613045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2613049.000000 Penalty: 4951.014160
	Iteration 45Q: 3 clusters Score -2613049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2613054.750000 Penalty: 4951.014160
	Iteration 46Q: 3 clusters Score -2613055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2613057.750000 Penalty: 4951.014160
	Iteration 47Q: 3 clusters Score -2613058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2613055.500000 Penalty: 4951.014160
	Iteration 48Q: 3 clusters Score -2613056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2613058.750000 Penalty: 4951.014160
	Iteration 49Q: 3 clusters Score -2613059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2613058.000000 Penalty: 4951.014160
	Iteration 50Q: 3 clusters Score -2613058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2613058.000000 Penalty: 4951.014160
	Iteration 51F: 3 clusters Score -2613058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (33656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Entering Unmasked Estep 
Score: -3765213.750000 Penalty: 2585.138672
	Iteration 0F: 2 clusters Score -3765214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3742307.000000 Penalty: 5170.277344
	Iteration 0F: 3 clusters Score -3742307 nChanged 15313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3750900.250000 Penalty: 5170.277344
	Iteration 1F: 3 clusters Score -3750900 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -3751557.000000 Penalty: 5170.277344
	Iteration 2F: 3 clusters Score -3751557 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -3752277.500000 Penalty: 5170.277344
	Iteration 3Q: 3 clusters Score -3752278 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3753202.750000 Penalty: 5170.277344
	Iteration 4Q: 3 clusters Score -3753203 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -3754571.000000 Penalty: 5170.277344
	Iteration 5F: 3 clusters Score -3754571 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -3756196.250000 Penalty: 5170.277344
	Iteration 6F: 3 clusters Score -3756196 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -3757864.250000 Penalty: 5170.277344
	Iteration 7F: 3 clusters Score -3757864 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -3759227.750000 Penalty: 5170.277344
	Iteration 8F: 3 clusters Score -3759228 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -3760231.500000 Penalty: 5170.277344
	Iteration 9F: 3 clusters Score -3760232 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -3760833.250000 Penalty: 5170.277344
	Iteration 10Q: 3 clusters Score -3760833 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3761247.750000 Penalty: 5170.277344
	Iteration 11Q: 3 clusters Score -3761248 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3761548.250000 Penalty: 5170.277344
	Iteration 12Q: 3 clusters Score -3761548 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3761775.500000 Penalty: 5170.277344
	Iteration 13Q: 3 clusters Score -3761776 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -3761927.500000 Penalty: 5170.277344
	Iteration 14Q: 3 clusters Score -3761928 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -3762075.250000 Penalty: 5170.277344
	Iteration 15Q: 3 clusters Score -3762075 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -3762205.250000 Penalty: 5170.277344
	Iteration 16Q: 3 clusters Score -3762205 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -3762297.000000 Penalty: 5170.277344
	Iteration 17Q: 3 clusters Score -3762297 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -3762415.500000 Penalty: 5170.277344
	Iteration 18Q: 3 clusters Score -3762416 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -3762545.250000 Penalty: 5170.277344
	Iteration 19Q: 3 clusters Score -3762545 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -3762659.250000 Penalty: 5170.277344
	Iteration 20F: 3 clusters Score -3762659 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -3762756.500000 Penalty: 5170.277344
	Iteration 21Q: 3 clusters Score -3762756 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -3762845.250000 Penalty: 5170.277344
	Iteration 22Q: 3 clusters Score -3762845 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -3762944.000000 Penalty: 5170.277344
	Iteration 23Q: 3 clusters Score -3762944 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -3763018.000000 Penalty: 5170.277344
	Iteration 24Q: 3 clusters Score -3763018 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -3763090.250000 Penalty: 5170.277344
	Iteration 25Q: 3 clusters Score -3763090 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -3763153.750000 Penalty: 5170.277344
	Iteration 26Q: 3 clusters Score -3763154 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -3763172.250000 Penalty: 5170.277344
	Iteration 27Q: 3 clusters Score -3763172 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -3763215.250000 Penalty: 5170.277344
	Iteration 28Q: 3 clusters Score -3763215 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -3763244.750000 Penalty: 5170.277344
	Iteration 29Q: 3 clusters Score -3763245 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -3763287.000000 Penalty: 5170.277344
	Iteration 30Q: 3 clusters Score -3763287 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3763311.250000 Penalty: 5170.277344
	Iteration 31Q: 3 clusters Score -3763311 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -3763333.000000 Penalty: 5170.277344
	Iteration 32Q: 3 clusters Score -3763333 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3763346.750000 Penalty: 5170.277344
	Iteration 33Q: 3 clusters Score -3763347 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -3763365.500000 Penalty: 5170.277344
	Iteration 34Q: 3 clusters Score -3763366 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -3763382.250000 Penalty: 5170.277344
	Iteration 35Q: 3 clusters Score -3763382 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -3763400.500000 Penalty: 5170.277344
	Iteration 36Q: 3 clusters Score -3763400 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -3763408.750000 Penalty: 5170.277344
	Iteration 37Q: 3 clusters Score -3763409 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3763416.500000 Penalty: 5170.277344
	Iteration 38Q: 3 clusters Score -3763416 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -3763424.000000 Penalty: 5170.277344
	Iteration 39Q: 3 clusters Score -3763424 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3763428.750000 Penalty: 5170.277344
	Iteration 40F: 3 clusters Score -3763429 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3763439.250000 Penalty: 5170.277344
	Iteration 41Q: 3 clusters Score -3763439 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3763439.000000 Penalty: 5170.277344
	Iteration 42Q: 3 clusters Score -3763439 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3763444.250000 Penalty: 5170.277344
	Iteration 43Q: 3 clusters Score -3763444 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -3763463.250000 Penalty: 5170.277344
	Iteration 44Q: 3 clusters Score -3763463 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -3763473.250000 Penalty: 5170.277344
	Iteration 45Q: 3 clusters Score -3763473 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -3763489.000000 Penalty: 5170.277344
	Iteration 46Q: 3 clusters Score -3763489 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3763500.750000 Penalty: 5170.277344
	Iteration 47Q: 3 clusters Score -3763501 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3763511.500000 Penalty: 5170.277344
	Iteration 48Q: 3 clusters Score -3763512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3763518.500000 Penalty: 5170.277344
	Iteration 49Q: 3 clusters Score -3763518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3763524.750000 Penalty: 5170.277344
	Iteration 50Q: 3 clusters Score -3763525 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3763529.250000 Penalty: 5170.277344
	Iteration 51Q: 3 clusters Score -3763529 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -3763528.750000 Penalty: 5170.277344
	Iteration 52Q: 3 clusters Score -3763529 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -3763543.250000 Penalty: 5170.277344
	Iteration 53Q: 3 clusters Score -3763543 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3763550.500000 Penalty: 5170.277344
	Iteration 54Q: 3 clusters Score -3763550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -3763563.250000 Penalty: 5170.277344
	Iteration 55Q: 3 clusters Score -3763563 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3763562.250000 Penalty: 5170.277344
	Iteration 56Q: 3 clusters Score -3763562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3763565.250000 Penalty: 5170.277344
	Iteration 57Q: 3 clusters Score -3763565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3763559.500000 Penalty: 5170.277344
	Iteration 58Q: 3 clusters Score -3763560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3763574.500000 Penalty: 5170.277344
	Iteration 59Q: 3 clusters Score -3763574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3763576.250000 Penalty: 5170.277344
	Iteration 60F: 3 clusters Score -3763576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3763583.000000 Penalty: 5170.277344
	Iteration 61Q: 3 clusters Score -3763583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3763594.000000 Penalty: 5170.277344
	Iteration 62Q: 3 clusters Score -3763594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3763605.750000 Penalty: 5170.277344
	Iteration 63Q: 3 clusters Score -3763606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3763604.500000 Penalty: 5170.277344
	Iteration 64Q: 3 clusters Score -3763604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3763601.750000 Penalty: 5170.277344
	Iteration 65Q: 3 clusters Score -3763602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3763608.500000 Penalty: 5170.277344
	Iteration 66Q: 3 clusters Score -3763608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3763613.250000 Penalty: 5170.277344
	Iteration 67Q: 3 clusters Score -3763613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3763617.000000 Penalty: 5170.277344
	Iteration 68Q: 3 clusters Score -3763617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3763629.500000 Penalty: 5170.277344
	Iteration 69Q: 3 clusters Score -3763630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3763628.250000 Penalty: 5170.277344
	Iteration 70Q: 3 clusters Score -3763628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3763628.250000 Penalty: 5170.277344
	Iteration 71Q: 3 clusters Score -3763628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3763640.750000 Penalty: 5170.277344
	Iteration 72Q: 3 clusters Score -3763641 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3763644.500000 Penalty: 5170.277344
	Iteration 73Q: 3 clusters Score -3763644 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3763653.250000 Penalty: 5170.277344
	Iteration 74Q: 3 clusters Score -3763653 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3763671.500000 Penalty: 5170.277344
	Iteration 75Q: 3 clusters Score -3763672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3763680.000000 Penalty: 5170.277344
	Iteration 76Q: 3 clusters Score -3763680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3763700.500000 Penalty: 5170.277344
	Iteration 77Q: 3 clusters Score -3763700 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3763718.750000 Penalty: 5170.277344
	Iteration 78Q: 3 clusters Score -3763719 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3763732.250000 Penalty: 5170.277344
	Iteration 79Q: 3 clusters Score -3763732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3763746.000000 Penalty: 5170.277344
	Iteration 80F: 3 clusters Score -3763746 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3763773.250000 Penalty: 5170.277344
	Iteration 81Q: 3 clusters Score -3763773 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3763787.500000 Penalty: 5170.277344
	Iteration 82Q: 3 clusters Score -3763788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3763809.750000 Penalty: 5170.277344
	Iteration 83Q: 3 clusters Score -3763810 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3763825.250000 Penalty: 5170.277344
	Iteration 84Q: 3 clusters Score -3763825 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3763842.750000 Penalty: 5170.277344
	Iteration 85Q: 3 clusters Score -3763843 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3763857.000000 Penalty: 5170.277344
	Iteration 86Q: 3 clusters Score -3763857 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3763867.000000 Penalty: 5170.277344
	Iteration 87Q: 3 clusters Score -3763867 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3763879.750000 Penalty: 5170.277344
	Iteration 88Q: 3 clusters Score -3763880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3763880.750000 Penalty: 5170.277344
	Iteration 89Q: 3 clusters Score -3763881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3763884.500000 Penalty: 5170.277344
	Iteration 90Q: 3 clusters Score -3763884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3763891.250000 Penalty: 5170.277344
	Iteration 91Q: 3 clusters Score -3763891 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3763905.250000 Penalty: 5170.277344
	Iteration 92Q: 3 clusters Score -3763905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3763906.500000 Penalty: 5170.277344
	Iteration 93Q: 3 clusters Score -3763906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3763911.250000 Penalty: 5170.277344
	Iteration 94Q: 3 clusters Score -3763911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3763914.000000 Penalty: 5170.277344
	Iteration 95Q: 3 clusters Score -3763914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3763918.250000 Penalty: 5170.277344
	Iteration 96Q: 3 clusters Score -3763918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3763920.000000 Penalty: 5170.277344
	Iteration 97Q: 3 clusters Score -3763920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3763927.500000 Penalty: 5170.277344
	Iteration 98Q: 3 clusters Score -3763928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3763927.500000 Penalty: 5170.277344
	Iteration 99Q: 3 clusters Score -3763928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3763923.500000 Penalty: 5170.277344
	Iteration 100F: 3 clusters Score -3763924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3763924.750000 Penalty: 5170.277344
	Iteration 101Q: 3 clusters Score -3763925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3763923.750000 Penalty: 5170.277344
	Iteration 102Q: 3 clusters Score -3763924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3763927.750000 Penalty: 5170.277344
	Iteration 103Q: 3 clusters Score -3763928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3763929.750000 Penalty: 5170.277344
	Iteration 104Q: 3 clusters Score -3763930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3763926.750000 Penalty: 5170.277344
	Iteration 105Q: 3 clusters Score -3763927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3763928.500000 Penalty: 5170.277344
	Iteration 106Q: 3 clusters Score -3763928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3763934.750000 Penalty: 5170.277344
	Iteration 107Q: 3 clusters Score -3763935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3763932.000000 Penalty: 5170.277344
	Iteration 108Q: 3 clusters Score -3763932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3763935.500000 Penalty: 5170.277344
	Iteration 109Q: 3 clusters Score -3763936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3763935.500000 Penalty: 5170.277344
	Iteration 110Q: 3 clusters Score -3763936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3763935.500000 Penalty: 5170.277344
	Iteration 111F: 3 clusters Score -3763936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (186739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186739 members 
Entering Unmasked Estep 
Score: -23319906.000000 Penalty: 3010.091797
	Iteration 0F: 2 clusters Score -2.331991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93411 members 
Mstep: Class 2 contains 93328 members 
Entering Unmasked Estep 
Score: -23197078.000000 Penalty: 6020.183594
	Iteration 0F: 3 clusters Score -2.319708e+07 nChanged 89898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93659 members 
Mstep: Class 2 contains 93080 members 
Entering Unmasked Estep 
Score: -23251090.000000 Penalty: 6020.183594
	Iteration 1F: 3 clusters Score -2.325109e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94137 members 
Mstep: Class 2 contains 92602 members 
Entering Unmasked Estep 
Score: -23253774.000000 Penalty: 6020.183594
	Iteration 2Q: 3 clusters Score -2.325377e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95131 members 
Mstep: Class 2 contains 91608 members 
Entering Unmasked Estep 
Score: -23258064.000000 Penalty: 6020.183594
	Iteration 3Q: 3 clusters Score -2.325806e+07 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97186 members 
Mstep: Class 2 contains 89553 members 
Entering Unmasked Estep 
Score: -23265136.000000 Penalty: 6020.183594
	Iteration 4F: 3 clusters Score -2.326514e+07 nChanged 13362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100416 members 
Mstep: Class 2 contains 86323 members 
Entering Unmasked Estep 
Score: -23275596.000000 Penalty: 6020.183594
	Iteration 5F: 3 clusters Score -2.32756e+07 nChanged 14831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104651 members 
Mstep: Class 2 contains 82088 members 
Entering Unmasked Estep 
Score: -23287880.000000 Penalty: 6020.183594
	Iteration 6F: 3 clusters Score -2.328788e+07 nChanged 13462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108815 members 
Mstep: Class 2 contains 77924 members 
Entering Unmasked Estep 
Score: -23297728.000000 Penalty: 6020.183594
	Iteration 7F: 3 clusters Score -2.329773e+07 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112262 members 
Mstep: Class 2 contains 74477 members 
Entering Unmasked Estep 
Score: -23302560.000000 Penalty: 6020.183594
	Iteration 8F: 3 clusters Score -2.330256e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115230 members 
Mstep: Class 2 contains 71509 members 
Entering Unmasked Estep 
Score: -23304758.000000 Penalty: 6020.183594
	Iteration 9Q: 3 clusters Score -2.330476e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117907 members 
Mstep: Class 2 contains 68832 members 
Entering Unmasked Estep 
Score: -23306120.000000 Penalty: 6020.183594
	Iteration 10Q: 3 clusters Score -2.330612e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120444 members 
Mstep: Class 2 contains 66295 members 
Entering Unmasked Estep 
Score: -23307022.000000 Penalty: 6020.183594
	Iteration 11Q: 3 clusters Score -2.330702e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122857 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
Score: -23308364.000000 Penalty: 6020.183594
	Iteration 12Q: 3 clusters Score -2.330836e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125219 members 
Mstep: Class 2 contains 61520 members 
Entering Unmasked Estep 
Score: -23309224.000000 Penalty: 6020.183594
	Iteration 13Q: 3 clusters Score -2.330922e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127456 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -23309944.000000 Penalty: 6020.183594
	Iteration 14Q: 3 clusters Score -2.330994e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129665 members 
Mstep: Class 2 contains 57074 members 
Entering Unmasked Estep 
Score: -23310702.000000 Penalty: 6020.183594
	Iteration 15Q: 3 clusters Score -2.33107e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131777 members 
Mstep: Class 2 contains 54962 members 
Entering Unmasked Estep 
Score: -23311396.000000 Penalty: 6020.183594
	Iteration 16Q: 3 clusters Score -2.33114e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133942 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -23311952.000000 Penalty: 6020.183594
	Iteration 17Q: 3 clusters Score -2.331195e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136019 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -23312684.000000 Penalty: 6020.183594
	Iteration 18Q: 3 clusters Score -2.331268e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138106 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -23313048.000000 Penalty: 6020.183594
	Iteration 19Q: 3 clusters Score -2.331305e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140101 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -23313666.000000 Penalty: 6020.183594
	Iteration 20F: 3 clusters Score -2.331367e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142020 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -23314160.000000 Penalty: 6020.183594
	Iteration 21Q: 3 clusters Score -2.331416e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143898 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -23314636.000000 Penalty: 6020.183594
	Iteration 22Q: 3 clusters Score -2.331464e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145722 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -23314962.000000 Penalty: 6020.183594
	Iteration 23Q: 3 clusters Score -2.331496e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147551 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -23315226.000000 Penalty: 6020.183594
	Iteration 24Q: 3 clusters Score -2.331523e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149379 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -23315550.000000 Penalty: 6020.183594
	Iteration 25Q: 3 clusters Score -2.331555e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151205 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -23315970.000000 Penalty: 6020.183594
	Iteration 26Q: 3 clusters Score -2.331597e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152985 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -23316268.000000 Penalty: 6020.183594
	Iteration 27Q: 3 clusters Score -2.331627e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154758 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -23316748.000000 Penalty: 6020.183594
	Iteration 28Q: 3 clusters Score -2.331675e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156485 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -23317070.000000 Penalty: 6020.183594
	Iteration 29Q: 3 clusters Score -2.331707e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158141 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -23317510.000000 Penalty: 6020.183594
	Iteration 30Q: 3 clusters Score -2.331751e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159760 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -23317900.000000 Penalty: 6020.183594
	Iteration 31Q: 3 clusters Score -2.33179e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161368 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -23318172.000000 Penalty: 6020.183594
	Iteration 32Q: 3 clusters Score -2.331817e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163027 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -23318346.000000 Penalty: 6020.183594
	Iteration 33Q: 3 clusters Score -2.331835e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164681 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -23318566.000000 Penalty: 6020.183594
	Iteration 34Q: 3 clusters Score -2.331857e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166272 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -23318896.000000 Penalty: 6020.183594
	Iteration 35Q: 3 clusters Score -2.33189e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167728 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -23319120.000000 Penalty: 6020.183594
	Iteration 36Q: 3 clusters Score -2.331912e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169100 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -23319366.000000 Penalty: 6020.183594
	Iteration 37Q: 3 clusters Score -2.331937e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170405 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -23319566.000000 Penalty: 6020.183594
	Iteration 38Q: 3 clusters Score -2.331957e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171627 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -23319604.000000 Penalty: 6020.183594
	Iteration 39Q: 3 clusters Score -2.33196e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172807 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -23319672.000000 Penalty: 6020.183594
	Iteration 40F: 3 clusters Score -2.331967e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173894 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -23319902.000000 Penalty: 6020.183594
	Iteration 41Q: 3 clusters Score -2.33199e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174900 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -23319928.000000 Penalty: 6020.183594
	Iteration 42Q: 3 clusters Score -2.331993e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175773 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -23319972.000000 Penalty: 6020.183594
	Iteration 43Q: 3 clusters Score -2.331997e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176529 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -23319962.000000 Penalty: 6020.183594
	Iteration 44Q: 3 clusters Score -2.331996e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177232 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -23319984.000000 Penalty: 6020.183594
	Iteration 45Q: 3 clusters Score -2.331998e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177839 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -23320046.000000 Penalty: 6020.183594
	Iteration 46Q: 3 clusters Score -2.332005e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178405 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -23320066.000000 Penalty: 6020.183594
	Iteration 47Q: 3 clusters Score -2.332007e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178932 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -23320108.000000 Penalty: 6020.183594
	Iteration 48Q: 3 clusters Score -2.332011e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179417 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -23320042.000000 Penalty: 6020.183594
	Iteration 49Q: 3 clusters Score -2.332004e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179848 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -23320082.000000 Penalty: 6020.183594
	Iteration 50Q: 3 clusters Score -2.332008e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180250 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -23320050.000000 Penalty: 6020.183594
	Iteration 51Q: 3 clusters Score -2.332005e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180588 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -23319996.000000 Penalty: 6020.183594
	Iteration 52Q: 3 clusters Score -2.332e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180888 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -23320000.000000 Penalty: 6020.183594
	Iteration 53Q: 3 clusters Score -2.332e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181141 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -23319954.000000 Penalty: 6020.183594
	Iteration 54Q: 3 clusters Score -2.331995e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181381 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -23319922.000000 Penalty: 6020.183594
	Iteration 55Q: 3 clusters Score -2.331992e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181571 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -23319912.000000 Penalty: 6020.183594
	Iteration 56Q: 3 clusters Score -2.331991e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181744 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -23319910.000000 Penalty: 6020.183594
	Iteration 57Q: 3 clusters Score -2.331991e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181883 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -23319880.000000 Penalty: 6020.183594
	Iteration 58Q: 3 clusters Score -2.331988e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182005 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -23319850.000000 Penalty: 6020.183594
	Iteration 59Q: 3 clusters Score -2.331985e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182136 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -23319848.000000 Penalty: 6020.183594
	Iteration 60F: 3 clusters Score -2.331985e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182246 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -23319836.000000 Penalty: 6020.183594
	Iteration 61Q: 3 clusters Score -2.331984e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182360 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -23319776.000000 Penalty: 6020.183594
	Iteration 62Q: 3 clusters Score -2.331978e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182449 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -23319780.000000 Penalty: 6020.183594
	Iteration 63Q: 3 clusters Score -2.331978e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182514 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -23319748.000000 Penalty: 6020.183594
	Iteration 64Q: 3 clusters Score -2.331975e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182568 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -23319786.000000 Penalty: 6020.183594
	Iteration 65Q: 3 clusters Score -2.331979e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182611 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -23319798.000000 Penalty: 6020.183594
	Iteration 66Q: 3 clusters Score -2.33198e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182648 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -23319782.000000 Penalty: 6020.183594
	Iteration 67Q: 3 clusters Score -2.331978e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182690 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -23319796.000000 Penalty: 6020.183594
	Iteration 68Q: 3 clusters Score -2.33198e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182722 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -23319794.000000 Penalty: 6020.183594
	Iteration 69Q: 3 clusters Score -2.331979e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182743 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -23319740.000000 Penalty: 6020.183594
	Iteration 70Q: 3 clusters Score -2.331974e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182766 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -23319758.000000 Penalty: 6020.183594
	Iteration 71Q: 3 clusters Score -2.331976e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182794 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -23319740.000000 Penalty: 6020.183594
	Iteration 72Q: 3 clusters Score -2.331974e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182821 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -23319742.000000 Penalty: 6020.183594
	Iteration 73Q: 3 clusters Score -2.331974e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182842 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -23319758.000000 Penalty: 6020.183594
	Iteration 74Q: 3 clusters Score -2.331976e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182857 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -23319734.000000 Penalty: 6020.183594
	Iteration 75Q: 3 clusters Score -2.331973e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182873 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -23319722.000000 Penalty: 6020.183594
	Iteration 76Q: 3 clusters Score -2.331972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182880 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -23319724.000000 Penalty: 6020.183594
	Iteration 77Q: 3 clusters Score -2.331972e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182892 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -23319712.000000 Penalty: 6020.183594
	Iteration 78Q: 3 clusters Score -2.331971e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182905 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -23319712.000000 Penalty: 6020.183594
	Iteration 79Q: 3 clusters Score -2.331971e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182923 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -23319734.000000 Penalty: 6020.183594
	Iteration 80F: 3 clusters Score -2.331973e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182935 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -23319740.000000 Penalty: 6020.183594
	Iteration 81Q: 3 clusters Score -2.331974e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182946 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -23319732.000000 Penalty: 6020.183594
	Iteration 82Q: 3 clusters Score -2.331973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182951 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -23319738.000000 Penalty: 6020.183594
	Iteration 83Q: 3 clusters Score -2.331974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182955 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -23319740.000000 Penalty: 6020.183594
	Iteration 84Q: 3 clusters Score -2.331974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182958 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -23319760.000000 Penalty: 6020.183594
	Iteration 85Q: 3 clusters Score -2.331976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182965 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -23319772.000000 Penalty: 6020.183594
	Iteration 86Q: 3 clusters Score -2.331977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182968 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -23319754.000000 Penalty: 6020.183594
	Iteration 87Q: 3 clusters Score -2.331975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182967 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -23319756.000000 Penalty: 6020.183594
	Iteration 88Q: 3 clusters Score -2.331976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182968 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -23319762.000000 Penalty: 6020.183594
	Iteration 89Q: 3 clusters Score -2.331976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182968 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -23319762.000000 Penalty: 6020.183594
	Iteration 90F: 3 clusters Score -2.331976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Entering Unmasked Estep 
Score: -540511.750000 Penalty: 2072.309082
	Iteration 0F: 2 clusters Score -540511.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -536479.625000 Penalty: 4144.618164
	Iteration 0F: 3 clusters Score -536479.6 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -537338.437500 Penalty: 4144.618164
	Iteration 1F: 3 clusters Score -537338.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -537491.125000 Penalty: 4144.618164
	Iteration 2F: 3 clusters Score -537491.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -537594.250000 Penalty: 4144.618164
	Iteration 3Q: 3 clusters Score -537594.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -537665.937500 Penalty: 4144.618164
	Iteration 4Q: 3 clusters Score -537665.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -537713.500000 Penalty: 4144.618164
	Iteration 5Q: 3 clusters Score -537713.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -537741.437500 Penalty: 4144.618164
	Iteration 6Q: 3 clusters Score -537741.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -537765.687500 Penalty: 4144.618164
	Iteration 7Q: 3 clusters Score -537765.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -537782.625000 Penalty: 4144.618164
	Iteration 8Q: 3 clusters Score -537782.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -537796.812500 Penalty: 4144.618164
	Iteration 9Q: 3 clusters Score -537796.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -537810.625000 Penalty: 4144.618164
	Iteration 10Q: 3 clusters Score -537810.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -537821.687500 Penalty: 4144.618164
	Iteration 11Q: 3 clusters Score -537821.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -537829.312500 Penalty: 4144.618164
	Iteration 12Q: 3 clusters Score -537829.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -537834.875000 Penalty: 4144.618164
	Iteration 13Q: 3 clusters Score -537834.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -537839.375000 Penalty: 4144.618164
	Iteration 14Q: 3 clusters Score -537839.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -537840.937500 Penalty: 4144.618164
	Iteration 15Q: 3 clusters Score -537840.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -537844.000000 Penalty: 4144.618164
	Iteration 16Q: 3 clusters Score -537844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -537844.312500 Penalty: 4144.618164
	Iteration 17Q: 3 clusters Score -537844.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -537845.250000 Penalty: 4144.618164
	Iteration 18Q: 3 clusters Score -537845.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -537846.062500 Penalty: 4144.618164
	Iteration 19Q: 3 clusters Score -537846.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -537848.187500 Penalty: 4144.618164
	Iteration 20F: 3 clusters Score -537848.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -537849.437500 Penalty: 4144.618164
	Iteration 21Q: 3 clusters Score -537849.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -537850.812500 Penalty: 4144.618164
	Iteration 22Q: 3 clusters Score -537850.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -537852.875000 Penalty: 4144.618164
	Iteration 23Q: 3 clusters Score -537852.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -537853.687500 Penalty: 4144.618164
	Iteration 24Q: 3 clusters Score -537853.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -537854.187500 Penalty: 4144.618164
	Iteration 25Q: 3 clusters Score -537854.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -537855.687500 Penalty: 4144.618164
	Iteration 26Q: 3 clusters Score -537855.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -537854.937500 Penalty: 4144.618164
	Iteration 27Q: 3 clusters Score -537854.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -537854.937500 Penalty: 4144.618164
	Iteration 28F: 3 clusters Score -537854.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (181937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181937 members 
Entering Unmasked Estep 
Score: -22707228.000000 Penalty: 3003.631104
	Iteration 0F: 2 clusters Score -2.270723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90996 members 
Mstep: Class 2 contains 90941 members 
Entering Unmasked Estep 
Score: -22587686.000000 Penalty: 6007.262207
	Iteration 0F: 3 clusters Score -2.258769e+07 nChanged 87146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92360 members 
Mstep: Class 2 contains 89577 members 
Entering Unmasked Estep 
Score: -22637880.000000 Penalty: 6007.262207
	Iteration 1F: 3 clusters Score -2.263788e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93097 members 
Mstep: Class 2 contains 88840 members 
Entering Unmasked Estep 
Score: -22638840.000000 Penalty: 6007.262207
	Iteration 2Q: 3 clusters Score -2.263884e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94240 members 
Mstep: Class 2 contains 87697 members 
Entering Unmasked Estep 
Score: -22640426.000000 Penalty: 6007.262207
	Iteration 3Q: 3 clusters Score -2.264043e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95938 members 
Mstep: Class 2 contains 85999 members 
Entering Unmasked Estep 
Score: -22642646.000000 Penalty: 6007.262207
	Iteration 4Q: 3 clusters Score -2.264265e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98476 members 
Mstep: Class 2 contains 83461 members 
Entering Unmasked Estep 
Score: -22646094.000000 Penalty: 6007.262207
	Iteration 5Q: 3 clusters Score -2.264609e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102069 members 
Mstep: Class 2 contains 79868 members 
Entering Unmasked Estep 
Score: -22651164.000000 Penalty: 6007.262207
	Iteration 6F: 3 clusters Score -2.265116e+07 nChanged 10741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106238 members 
Mstep: Class 2 contains 75699 members 
Entering Unmasked Estep 
Score: -22657524.000000 Penalty: 6007.262207
	Iteration 7F: 3 clusters Score -2.265752e+07 nChanged 11042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110426 members 
Mstep: Class 2 contains 71511 members 
Entering Unmasked Estep 
Score: -22663760.000000 Penalty: 6007.262207
	Iteration 8F: 3 clusters Score -2.266376e+07 nChanged 10152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114406 members 
Mstep: Class 2 contains 67531 members 
Entering Unmasked Estep 
Score: -22668640.000000 Penalty: 6007.262207
	Iteration 9F: 3 clusters Score -2.266864e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118046 members 
Mstep: Class 2 contains 63891 members 
Entering Unmasked Estep 
Score: -22672544.000000 Penalty: 6007.262207
	Iteration 10Q: 3 clusters Score -2.267254e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121433 members 
Mstep: Class 2 contains 60504 members 
Entering Unmasked Estep 
Score: -22675478.000000 Penalty: 6007.262207
	Iteration 11Q: 3 clusters Score -2.267548e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124742 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -22677754.000000 Penalty: 6007.262207
	Iteration 12Q: 3 clusters Score -2.267775e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127883 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
Score: -22680080.000000 Penalty: 6007.262207
	Iteration 13Q: 3 clusters Score -2.268008e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131079 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -22682444.000000 Penalty: 6007.262207
	Iteration 14Q: 3 clusters Score -2.268244e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134349 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -22684786.000000 Penalty: 6007.262207
	Iteration 15Q: 3 clusters Score -2.268479e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137683 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -22687150.000000 Penalty: 6007.262207
	Iteration 16Q: 3 clusters Score -2.268715e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141014 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -22689256.000000 Penalty: 6007.262207
	Iteration 17Q: 3 clusters Score -2.268926e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144256 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -22691070.000000 Penalty: 6007.262207
	Iteration 18Q: 3 clusters Score -2.269107e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147404 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -22692336.000000 Penalty: 6007.262207
	Iteration 19Q: 3 clusters Score -2.269234e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150395 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -22693634.000000 Penalty: 6007.262207
	Iteration 20F: 3 clusters Score -2.269363e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153252 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -22694942.000000 Penalty: 6007.262207
	Iteration 21Q: 3 clusters Score -2.269494e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156097 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -22696094.000000 Penalty: 6007.262207
	Iteration 22Q: 3 clusters Score -2.269609e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158864 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -22697196.000000 Penalty: 6007.262207
	Iteration 23Q: 3 clusters Score -2.26972e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161502 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -22698174.000000 Penalty: 6007.262207
	Iteration 24Q: 3 clusters Score -2.269817e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163970 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -22699118.000000 Penalty: 6007.262207
	Iteration 25Q: 3 clusters Score -2.269912e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166274 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -22699926.000000 Penalty: 6007.262207
	Iteration 26Q: 3 clusters Score -2.269993e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168439 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -22700814.000000 Penalty: 6007.262207
	Iteration 27Q: 3 clusters Score -2.270081e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170409 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -22701478.000000 Penalty: 6007.262207
	Iteration 28Q: 3 clusters Score -2.270148e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172182 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -22702222.000000 Penalty: 6007.262207
	Iteration 29Q: 3 clusters Score -2.270222e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173826 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -22702774.000000 Penalty: 6007.262207
	Iteration 30Q: 3 clusters Score -2.270277e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175214 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -22703226.000000 Penalty: 6007.262207
	Iteration 31Q: 3 clusters Score -2.270323e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176354 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -22703546.000000 Penalty: 6007.262207
	Iteration 32Q: 3 clusters Score -2.270355e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177258 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -22703788.000000 Penalty: 6007.262207
	Iteration 33Q: 3 clusters Score -2.270379e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177946 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -22703962.000000 Penalty: 6007.262207
	Iteration 34Q: 3 clusters Score -2.270396e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178475 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -22704112.000000 Penalty: 6007.262207
	Iteration 35Q: 3 clusters Score -2.270411e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178876 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -22704252.000000 Penalty: 6007.262207
	Iteration 36Q: 3 clusters Score -2.270425e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179203 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -22704386.000000 Penalty: 6007.262207
	Iteration 37Q: 3 clusters Score -2.270439e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179437 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -22704460.000000 Penalty: 6007.262207
	Iteration 38Q: 3 clusters Score -2.270446e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179629 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -22704540.000000 Penalty: 6007.262207
	Iteration 39Q: 3 clusters Score -2.270454e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179768 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -22704622.000000 Penalty: 6007.262207
	Iteration 40F: 3 clusters Score -2.270462e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179886 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -22704670.000000 Penalty: 6007.262207
	Iteration 41Q: 3 clusters Score -2.270467e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179969 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -22704676.000000 Penalty: 6007.262207
	Iteration 42Q: 3 clusters Score -2.270468e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180045 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -22704732.000000 Penalty: 6007.262207
	Iteration 43Q: 3 clusters Score -2.270473e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180119 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -22704716.000000 Penalty: 6007.262207
	Iteration 44Q: 3 clusters Score -2.270472e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180189 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -22704732.000000 Penalty: 6007.262207
	Iteration 45Q: 3 clusters Score -2.270473e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180251 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -22704774.000000 Penalty: 6007.262207
	Iteration 46Q: 3 clusters Score -2.270477e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180295 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -22704764.000000 Penalty: 6007.262207
	Iteration 47Q: 3 clusters Score -2.270476e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180326 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -22704804.000000 Penalty: 6007.262207
	Iteration 48Q: 3 clusters Score -2.27048e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180348 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -22704788.000000 Penalty: 6007.262207
	Iteration 49Q: 3 clusters Score -2.270479e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180376 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -22704816.000000 Penalty: 6007.262207
	Iteration 50Q: 3 clusters Score -2.270482e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180401 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -22704800.000000 Penalty: 6007.262207
	Iteration 51Q: 3 clusters Score -2.27048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180420 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -22704808.000000 Penalty: 6007.262207
	Iteration 52Q: 3 clusters Score -2.270481e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180446 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -22704798.000000 Penalty: 6007.262207
	Iteration 53Q: 3 clusters Score -2.27048e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180462 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -22704780.000000 Penalty: 6007.262207
	Iteration 54Q: 3 clusters Score -2.270478e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180481 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -22704808.000000 Penalty: 6007.262207
	Iteration 55Q: 3 clusters Score -2.270481e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180497 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -22704814.000000 Penalty: 6007.262207
	Iteration 56Q: 3 clusters Score -2.270481e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180514 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -22704818.000000 Penalty: 6007.262207
	Iteration 57Q: 3 clusters Score -2.270482e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180531 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -22704818.000000 Penalty: 6007.262207
	Iteration 58Q: 3 clusters Score -2.270482e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180546 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -22704840.000000 Penalty: 6007.262207
	Iteration 59Q: 3 clusters Score -2.270484e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180560 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -22704824.000000 Penalty: 6007.262207
	Iteration 60F: 3 clusters Score -2.270482e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180576 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -22704832.000000 Penalty: 6007.262207
	Iteration 61Q: 3 clusters Score -2.270483e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180605 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -22704862.000000 Penalty: 6007.262207
	Iteration 62Q: 3 clusters Score -2.270486e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180625 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -22704878.000000 Penalty: 6007.262207
	Iteration 63Q: 3 clusters Score -2.270488e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180640 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -22704878.000000 Penalty: 6007.262207
	Iteration 64Q: 3 clusters Score -2.270488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180652 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -22704876.000000 Penalty: 6007.262207
	Iteration 65Q: 3 clusters Score -2.270488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180658 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -22704866.000000 Penalty: 6007.262207
	Iteration 66Q: 3 clusters Score -2.270487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180666 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -22704876.000000 Penalty: 6007.262207
	Iteration 67Q: 3 clusters Score -2.270488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180676 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -22704876.000000 Penalty: 6007.262207
	Iteration 68Q: 3 clusters Score -2.270488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180679 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -22704874.000000 Penalty: 6007.262207
	Iteration 69Q: 3 clusters Score -2.270487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180680 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -22704870.000000 Penalty: 6007.262207
	Iteration 70Q: 3 clusters Score -2.270487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180678 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -22704880.000000 Penalty: 6007.262207
	Iteration 71Q: 3 clusters Score -2.270488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180683 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -22704876.000000 Penalty: 6007.262207
	Iteration 72Q: 3 clusters Score -2.270488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180688 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -22704894.000000 Penalty: 6007.262207
	Iteration 73Q: 3 clusters Score -2.270489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180691 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -22704894.000000 Penalty: 6007.262207
	Iteration 74Q: 3 clusters Score -2.270489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180693 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -22704888.000000 Penalty: 6007.262207
	Iteration 75Q: 3 clusters Score -2.270489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180694 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -22704888.000000 Penalty: 6007.262207
	Iteration 76Q: 3 clusters Score -2.270489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180695 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -22704892.000000 Penalty: 6007.262207
	Iteration 77Q: 3 clusters Score -2.270489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180696 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -22704886.000000 Penalty: 6007.262207
	Iteration 78Q: 3 clusters Score -2.270489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180697 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -22704888.000000 Penalty: 6007.262207
	Iteration 79Q: 3 clusters Score -2.270489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180700 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -22704898.000000 Penalty: 6007.262207
	Iteration 80F: 3 clusters Score -2.27049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180703 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -22704896.000000 Penalty: 6007.262207
	Iteration 81Q: 3 clusters Score -2.27049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180704 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -22704890.000000 Penalty: 6007.262207
	Iteration 82Q: 3 clusters Score -2.270489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180705 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -22704896.000000 Penalty: 6007.262207
	Iteration 83Q: 3 clusters Score -2.27049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180705 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -22704896.000000 Penalty: 6007.262207
	Iteration 84F: 3 clusters Score -2.27049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Entering Unmasked Estep 
Score: -659768.750000 Penalty: 2182.801758
	Iteration 0F: 2 clusters Score -659768.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -654277.625000 Penalty: 4365.603516
	Iteration 0F: 3 clusters Score -654277.6 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -656109.750000 Penalty: 4365.603516
	Iteration 1F: 3 clusters Score -656109.8 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -656990.812500 Penalty: 4365.603516
	Iteration 2F: 3 clusters Score -656990.8 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -658133.750000 Penalty: 4365.603516
	Iteration 3F: 3 clusters Score -658133.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -659286.125000 Penalty: 4365.603516
	Iteration 4F: 3 clusters Score -659286.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -660015.687500 Penalty: 4365.603516
	Iteration 5F: 3 clusters Score -660015.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -660340.000000 Penalty: 4365.603516
	Iteration 6F: 3 clusters Score -660340 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -660498.250000 Penalty: 4365.603516
	Iteration 7Q: 3 clusters Score -660498.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -660586.375000 Penalty: 4365.603516
	Iteration 8Q: 3 clusters Score -660586.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -660635.750000 Penalty: 4365.603516
	Iteration 9Q: 3 clusters Score -660635.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -660670.125000 Penalty: 4365.603516
	Iteration 10Q: 3 clusters Score -660670.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -660702.562500 Penalty: 4365.603516
	Iteration 11Q: 3 clusters Score -660702.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -660724.437500 Penalty: 4365.603516
	Iteration 12Q: 3 clusters Score -660724.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -660740.937500 Penalty: 4365.603516
	Iteration 13Q: 3 clusters Score -660740.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -660758.812500 Penalty: 4365.603516
	Iteration 14Q: 3 clusters Score -660758.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -660775.812500 Penalty: 4365.603516
	Iteration 15Q: 3 clusters Score -660775.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -660789.625000 Penalty: 4365.603516
	Iteration 16Q: 3 clusters Score -660789.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -660801.500000 Penalty: 4365.603516
	Iteration 17Q: 3 clusters Score -660801.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -660810.750000 Penalty: 4365.603516
	Iteration 18Q: 3 clusters Score -660810.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -660816.875000 Penalty: 4365.603516
	Iteration 19Q: 3 clusters Score -660816.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -660823.062500 Penalty: 4365.603516
	Iteration 20F: 3 clusters Score -660823.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -660832.812500 Penalty: 4365.603516
	Iteration 21Q: 3 clusters Score -660832.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -660840.250000 Penalty: 4365.603516
	Iteration 22Q: 3 clusters Score -660840.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -660847.937500 Penalty: 4365.603516
	Iteration 23Q: 3 clusters Score -660847.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -660854.750000 Penalty: 4365.603516
	Iteration 24Q: 3 clusters Score -660854.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -660862.625000 Penalty: 4365.603516
	Iteration 25Q: 3 clusters Score -660862.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -660867.062500 Penalty: 4365.603516
	Iteration 26Q: 3 clusters Score -660867.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -660870.250000 Penalty: 4365.603516
	Iteration 27Q: 3 clusters Score -660870.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -660871.125000 Penalty: 4365.603516
	Iteration 28Q: 3 clusters Score -660871.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -660873.062500 Penalty: 4365.603516
	Iteration 29Q: 3 clusters Score -660873.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -660877.000000 Penalty: 4365.603516
	Iteration 30Q: 3 clusters Score -660877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -660882.750000 Penalty: 4365.603516
	Iteration 31Q: 3 clusters Score -660882.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -660884.437500 Penalty: 4365.603516
	Iteration 32Q: 3 clusters Score -660884.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -660887.625000 Penalty: 4365.603516
	Iteration 33Q: 3 clusters Score -660887.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -660890.875000 Penalty: 4365.603516
	Iteration 34Q: 3 clusters Score -660890.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -660895.250000 Penalty: 4365.603516
	Iteration 35Q: 3 clusters Score -660895.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -660896.312500 Penalty: 4365.603516
	Iteration 36Q: 3 clusters Score -660896.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -660901.562500 Penalty: 4365.603516
	Iteration 37Q: 3 clusters Score -660901.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -660903.500000 Penalty: 4365.603516
	Iteration 38Q: 3 clusters Score -660903.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -660904.000000 Penalty: 4365.603516
	Iteration 39Q: 3 clusters Score -660904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -660904.062500 Penalty: 4365.603516
	Iteration 40F: 3 clusters Score -660904.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -660903.750000 Penalty: 4365.603516
	Iteration 41Q: 3 clusters Score -660903.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -660907.125000 Penalty: 4365.603516
	Iteration 42Q: 3 clusters Score -660907.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -660908.125000 Penalty: 4365.603516
	Iteration 43Q: 3 clusters Score -660908.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -660909.250000 Penalty: 4365.603516
	Iteration 44Q: 3 clusters Score -660909.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -660911.250000 Penalty: 4365.603516
	Iteration 45Q: 3 clusters Score -660911.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -660911.812500 Penalty: 4365.603516
	Iteration 46Q: 3 clusters Score -660911.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -660913.312500 Penalty: 4365.603516
	Iteration 47Q: 3 clusters Score -660913.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -660917.250000 Penalty: 4365.603516
	Iteration 48Q: 3 clusters Score -660917.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -660919.562500 Penalty: 4365.603516
	Iteration 49Q: 3 clusters Score -660919.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -660924.687500 Penalty: 4365.603516
	Iteration 50Q: 3 clusters Score -660924.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -660928.187500 Penalty: 4365.603516
	Iteration 51Q: 3 clusters Score -660928.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -660931.625000 Penalty: 4365.603516
	Iteration 52Q: 3 clusters Score -660931.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -660933.562500 Penalty: 4365.603516
	Iteration 53Q: 3 clusters Score -660933.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -660935.750000 Penalty: 4365.603516
	Iteration 54Q: 3 clusters Score -660935.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -660939.625000 Penalty: 4365.603516
	Iteration 55Q: 3 clusters Score -660939.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -660948.125000 Penalty: 4365.603516
	Iteration 56Q: 3 clusters Score -660948.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -660953.437500 Penalty: 4365.603516
	Iteration 57Q: 3 clusters Score -660953.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -660955.250000 Penalty: 4365.603516
	Iteration 58Q: 3 clusters Score -660955.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -660958.187500 Penalty: 4365.603516
	Iteration 59Q: 3 clusters Score -660958.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -660958.375000 Penalty: 4365.603516
	Iteration 60F: 3 clusters Score -660958.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -660957.875000 Penalty: 4365.603516
	Iteration 61Q: 3 clusters Score -660957.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -660959.125000 Penalty: 4365.603516
	Iteration 62Q: 3 clusters Score -660959.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -660959.937500 Penalty: 4365.603516
	Iteration 63Q: 3 clusters Score -660959.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -660961.500000 Penalty: 4365.603516
	Iteration 64Q: 3 clusters Score -660961.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -660962.687500 Penalty: 4365.603516
	Iteration 65Q: 3 clusters Score -660962.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -660963.937500 Penalty: 4365.603516
	Iteration 66Q: 3 clusters Score -660963.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -660964.937500 Penalty: 4365.603516
	Iteration 67Q: 3 clusters Score -660964.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -660968.250000 Penalty: 4365.603516
	Iteration 68Q: 3 clusters Score -660968.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -660967.625000 Penalty: 4365.603516
	Iteration 69Q: 3 clusters Score -660967.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -660967.625000 Penalty: 4365.603516
	Iteration 70Q: 3 clusters Score -660967.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -660968.812500 Penalty: 4365.603516
	Iteration 71Q: 3 clusters Score -660968.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -660968.187500 Penalty: 4365.603516
	Iteration 72Q: 3 clusters Score -660968.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -660968.562500 Penalty: 4365.603516
	Iteration 73Q: 3 clusters Score -660968.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -660968.437500 Penalty: 4365.603516
	Iteration 74Q: 3 clusters Score -660968.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -660968.437500 Penalty: 4365.603516
	Iteration 75F: 3 clusters Score -660968.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 63924 members 
Mstep: Class 3 contains 2408 members 
Mstep: Class 4 contains 2954 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 566 members 
Mstep: Class 7 contains 8925 members 
Mstep: Class 8 contains 18216 members 
Mstep: Class 9 contains 338124 members 
Mstep: Class 10 contains 4379 members 
Mstep: Class 11 contains 7672 members 
Mstep: Class 12 contains 68596 members 
Mstep: Class 13 contains 57122 members 
Mstep: Class 14 contains 21631 members 
Mstep: Class 15 contains 33656 members 
Mstep: Class 16 contains 186739 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 181937 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 219715 members 
Mstep: Class 21 contains 25337 members 
Mstep: Class 22 contains 2190 members 
Entering Unmasked Estep 
Score: -154527936.000000 Penalty: 76699.226562
Splitting cluster 19 changes total score from -154516880.000000 to -154527936.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 20 (219715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219715 members 
Entering Unmasked Estep 
Score: -27369428.000000 Penalty: 3050.421631
	Iteration 0F: 2 clusters Score -2.736943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110163 members 
Mstep: Class 2 contains 109552 members 
Entering Unmasked Estep 
Score: -27231956.000000 Penalty: 6100.843262
	Iteration 0F: 3 clusters Score -2.723196e+07 nChanged 105597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113574 members 
Mstep: Class 2 contains 106141 members 
Entering Unmasked Estep 
Score: -27294590.000000 Penalty: 6100.843262
	Iteration 1F: 3 clusters Score -2.729459e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115548 members 
Mstep: Class 2 contains 104167 members 
Entering Unmasked Estep 
Score: -27296884.000000 Penalty: 6100.843262
	Iteration 2Q: 3 clusters Score -2.729688e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118341 members 
Mstep: Class 2 contains 101374 members 
Entering Unmasked Estep 
Score: -27300300.000000 Penalty: 6100.843262
	Iteration 3Q: 3 clusters Score -2.73003e+07 nChanged 10173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122178 members 
Mstep: Class 2 contains 97537 members 
Entering Unmasked Estep 
Score: -27306078.000000 Penalty: 6100.843262
	Iteration 4Q: 3 clusters Score -2.730608e+07 nChanged 12161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126739 members 
Mstep: Class 2 contains 92976 members 
Entering Unmasked Estep 
Score: -27313518.000000 Penalty: 6100.843262
	Iteration 5F: 3 clusters Score -2.731352e+07 nChanged 13617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131582 members 
Mstep: Class 2 contains 88133 members 
Entering Unmasked Estep 
Score: -27322692.000000 Penalty: 6100.843262
	Iteration 6F: 3 clusters Score -2.732269e+07 nChanged 13805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136117 members 
Mstep: Class 2 contains 83598 members 
Entering Unmasked Estep 
Score: -27331892.000000 Penalty: 6100.843262
	Iteration 7F: 3 clusters Score -2.733189e+07 nChanged 12689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139978 members 
Mstep: Class 2 contains 79737 members 
Entering Unmasked Estep 
Score: -27339498.000000 Penalty: 6100.843262
	Iteration 8F: 3 clusters Score -2.73395e+07 nChanged 10703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143177 members 
Mstep: Class 2 contains 76538 members 
Entering Unmasked Estep 
Score: -27344718.000000 Penalty: 6100.843262
	Iteration 9Q: 3 clusters Score -2.734472e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145764 members 
Mstep: Class 2 contains 73951 members 
Entering Unmasked Estep 
Score: -27347816.000000 Penalty: 6100.843262
	Iteration 10Q: 3 clusters Score -2.734782e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148035 members 
Mstep: Class 2 contains 71680 members 
Entering Unmasked Estep 
Score: -27349718.000000 Penalty: 6100.843262
	Iteration 11Q: 3 clusters Score -2.734972e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150104 members 
Mstep: Class 2 contains 69611 members 
Entering Unmasked Estep 
Score: -27350836.000000 Penalty: 6100.843262
	Iteration 12Q: 3 clusters Score -2.735084e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152141 members 
Mstep: Class 2 contains 67574 members 
Entering Unmasked Estep 
Score: -27351660.000000 Penalty: 6100.843262
	Iteration 13Q: 3 clusters Score -2.735166e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154236 members 
Mstep: Class 2 contains 65479 members 
Entering Unmasked Estep 
Score: -27352266.000000 Penalty: 6100.843262
	Iteration 14Q: 3 clusters Score -2.735227e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156256 members 
Mstep: Class 2 contains 63459 members 
Entering Unmasked Estep 
Score: -27352950.000000 Penalty: 6100.843262
	Iteration 15Q: 3 clusters Score -2.735295e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158302 members 
Mstep: Class 2 contains 61413 members 
Entering Unmasked Estep 
Score: -27353498.000000 Penalty: 6100.843262
	Iteration 16Q: 3 clusters Score -2.73535e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160341 members 
Mstep: Class 2 contains 59374 members 
Entering Unmasked Estep 
Score: -27354056.000000 Penalty: 6100.843262
	Iteration 17Q: 3 clusters Score -2.735406e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162421 members 
Mstep: Class 2 contains 57294 members 
Entering Unmasked Estep 
Score: -27354566.000000 Penalty: 6100.843262
	Iteration 18Q: 3 clusters Score -2.735457e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164585 members 
Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -27355106.000000 Penalty: 6100.843262
	Iteration 19Q: 3 clusters Score -2.735511e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166798 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -27355516.000000 Penalty: 6100.843262
	Iteration 20F: 3 clusters Score -2.735552e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169041 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -27356036.000000 Penalty: 6100.843262
	Iteration 21Q: 3 clusters Score -2.735604e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171347 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -27356522.000000 Penalty: 6100.843262
	Iteration 22Q: 3 clusters Score -2.735652e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173729 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -27356956.000000 Penalty: 6100.843262
	Iteration 23Q: 3 clusters Score -2.735696e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176131 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -27357382.000000 Penalty: 6100.843262
	Iteration 24Q: 3 clusters Score -2.735738e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178590 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -27357940.000000 Penalty: 6100.843262
	Iteration 25Q: 3 clusters Score -2.735794e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181233 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -27358456.000000 Penalty: 6100.843262
	Iteration 26Q: 3 clusters Score -2.735846e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183809 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -27358870.000000 Penalty: 6100.843262
	Iteration 27Q: 3 clusters Score -2.735887e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186305 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -27359332.000000 Penalty: 6100.843262
	Iteration 28Q: 3 clusters Score -2.735933e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188820 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -27359734.000000 Penalty: 6100.843262
	Iteration 29Q: 3 clusters Score -2.735973e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191266 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -27360248.000000 Penalty: 6100.843262
	Iteration 30Q: 3 clusters Score -2.736025e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193752 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -27360970.000000 Penalty: 6100.843262
	Iteration 31Q: 3 clusters Score -2.736097e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196268 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -27361540.000000 Penalty: 6100.843262
	Iteration 32Q: 3 clusters Score -2.736154e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198693 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -27362290.000000 Penalty: 6100.843262
	Iteration 33Q: 3 clusters Score -2.736229e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200927 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -27362750.000000 Penalty: 6100.843262
	Iteration 34Q: 3 clusters Score -2.736275e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203005 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -27363324.000000 Penalty: 6100.843262
	Iteration 35Q: 3 clusters Score -2.736332e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204962 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -27363808.000000 Penalty: 6100.843262
	Iteration 36Q: 3 clusters Score -2.736381e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206713 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -27364332.000000 Penalty: 6100.843262
	Iteration 37Q: 3 clusters Score -2.736433e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208305 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -27364594.000000 Penalty: 6100.843262
	Iteration 38Q: 3 clusters Score -2.736459e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209745 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -27365100.000000 Penalty: 6100.843262
	Iteration 39Q: 3 clusters Score -2.73651e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210975 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -27365458.000000 Penalty: 6100.843262
	Iteration 40F: 3 clusters Score -2.736546e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212044 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -27365770.000000 Penalty: 6100.843262
	Iteration 41Q: 3 clusters Score -2.736577e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212952 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -27366028.000000 Penalty: 6100.843262
	Iteration 42Q: 3 clusters Score -2.736603e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213706 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -27366160.000000 Penalty: 6100.843262
	Iteration 43Q: 3 clusters Score -2.736616e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214355 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -27366306.000000 Penalty: 6100.843262
	Iteration 44Q: 3 clusters Score -2.736631e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214883 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -27366432.000000 Penalty: 6100.843262
	Iteration 45Q: 3 clusters Score -2.736643e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215323 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -27366500.000000 Penalty: 6100.843262
	Iteration 46Q: 3 clusters Score -2.73665e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215669 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -27366570.000000 Penalty: 6100.843262
	Iteration 47Q: 3 clusters Score -2.736657e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215968 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -27366662.000000 Penalty: 6100.843262
	Iteration 48Q: 3 clusters Score -2.736666e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216230 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -27366672.000000 Penalty: 6100.843262
	Iteration 49Q: 3 clusters Score -2.736667e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216432 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -27366736.000000 Penalty: 6100.843262
	Iteration 50Q: 3 clusters Score -2.736674e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216602 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -27366756.000000 Penalty: 6100.843262
	Iteration 51Q: 3 clusters Score -2.736676e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216753 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -27366772.000000 Penalty: 6100.843262
	Iteration 52Q: 3 clusters Score -2.736677e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216881 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -27366834.000000 Penalty: 6100.843262
	Iteration 53Q: 3 clusters Score -2.736683e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216987 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -27366856.000000 Penalty: 6100.843262
	Iteration 54Q: 3 clusters Score -2.736686e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217080 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -27366864.000000 Penalty: 6100.843262
	Iteration 55Q: 3 clusters Score -2.736686e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217161 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -27366924.000000 Penalty: 6100.843262
	Iteration 56Q: 3 clusters Score -2.736692e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217234 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -27366936.000000 Penalty: 6100.843262
	Iteration 57Q: 3 clusters Score -2.736694e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217299 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -27366926.000000 Penalty: 6100.843262
	Iteration 58Q: 3 clusters Score -2.736693e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217356 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -27366962.000000 Penalty: 6100.843262
	Iteration 59Q: 3 clusters Score -2.736696e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217400 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -27366942.000000 Penalty: 6100.843262
	Iteration 60F: 3 clusters Score -2.736694e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217447 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -27366972.000000 Penalty: 6100.843262
	Iteration 61Q: 3 clusters Score -2.736697e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217490 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -27366982.000000 Penalty: 6100.843262
	Iteration 62Q: 3 clusters Score -2.736698e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217529 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -27366998.000000 Penalty: 6100.843262
	Iteration 63Q: 3 clusters Score -2.7367e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217568 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -27367010.000000 Penalty: 6100.843262
	Iteration 64Q: 3 clusters Score -2.736701e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217605 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -27367044.000000 Penalty: 6100.843262
	Iteration 65Q: 3 clusters Score -2.736704e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217639 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -27367092.000000 Penalty: 6100.843262
	Iteration 66Q: 3 clusters Score -2.736709e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217664 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -27367080.000000 Penalty: 6100.843262
	Iteration 67Q: 3 clusters Score -2.736708e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217678 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -27367078.000000 Penalty: 6100.843262
	Iteration 68Q: 3 clusters Score -2.736708e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217693 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -27367106.000000 Penalty: 6100.843262
	Iteration 69Q: 3 clusters Score -2.736711e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217711 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -27367110.000000 Penalty: 6100.843262
	Iteration 70Q: 3 clusters Score -2.736711e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217725 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -27367108.000000 Penalty: 6100.843262
	Iteration 71Q: 3 clusters Score -2.736711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217734 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -27367104.000000 Penalty: 6100.843262
	Iteration 72Q: 3 clusters Score -2.73671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217742 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -27367116.000000 Penalty: 6100.843262
	Iteration 73Q: 3 clusters Score -2.736712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217745 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -27367110.000000 Penalty: 6100.843262
	Iteration 74Q: 3 clusters Score -2.736711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217751 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -27367108.000000 Penalty: 6100.843262
	Iteration 75Q: 3 clusters Score -2.736711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217757 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -27367118.000000 Penalty: 6100.843262
	Iteration 76Q: 3 clusters Score -2.736712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217762 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -27367104.000000 Penalty: 6100.843262
	Iteration 77Q: 3 clusters Score -2.73671e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217774 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -27367108.000000 Penalty: 6100.843262
	Iteration 78Q: 3 clusters Score -2.736711e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217787 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -27367106.000000 Penalty: 6100.843262
	Iteration 79Q: 3 clusters Score -2.736711e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217800 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -27367110.000000 Penalty: 6100.843262
	Iteration 80F: 3 clusters Score -2.736711e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217812 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -27367096.000000 Penalty: 6100.843262
	Iteration 81Q: 3 clusters Score -2.73671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217821 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -27367088.000000 Penalty: 6100.843262
	Iteration 82Q: 3 clusters Score -2.736709e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217839 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -27367076.000000 Penalty: 6100.843262
	Iteration 83Q: 3 clusters Score -2.736708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217856 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -27367084.000000 Penalty: 6100.843262
	Iteration 84Q: 3 clusters Score -2.736708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217868 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -27367076.000000 Penalty: 6100.843262
	Iteration 85Q: 3 clusters Score -2.736708e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217885 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -27367098.000000 Penalty: 6100.843262
	Iteration 86Q: 3 clusters Score -2.73671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217896 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -27367104.000000 Penalty: 6100.843262
	Iteration 87Q: 3 clusters Score -2.73671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217907 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -27367084.000000 Penalty: 6100.843262
	Iteration 88Q: 3 clusters Score -2.736708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217920 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -27367098.000000 Penalty: 6100.843262
	Iteration 89Q: 3 clusters Score -2.73671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217932 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -27367110.000000 Penalty: 6100.843262
	Iteration 90Q: 3 clusters Score -2.736711e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217937 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -27367088.000000 Penalty: 6100.843262
	Iteration 91Q: 3 clusters Score -2.736709e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217947 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -27367104.000000 Penalty: 6100.843262
	Iteration 92Q: 3 clusters Score -2.73671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217955 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -27367088.000000 Penalty: 6100.843262
	Iteration 93Q: 3 clusters Score -2.736709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217958 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -27367102.000000 Penalty: 6100.843262
	Iteration 94Q: 3 clusters Score -2.73671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217962 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -27367082.000000 Penalty: 6100.843262
	Iteration 95Q: 3 clusters Score -2.736708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217969 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -27367076.000000 Penalty: 6100.843262
	Iteration 96Q: 3 clusters Score -2.736708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217970 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -27367074.000000 Penalty: 6100.843262
	Iteration 97Q: 3 clusters Score -2.736707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217972 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -27367078.000000 Penalty: 6100.843262
	Iteration 98Q: 3 clusters Score -2.736708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217975 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -27367074.000000 Penalty: 6100.843262
	Iteration 99Q: 3 clusters Score -2.736707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217978 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -27367080.000000 Penalty: 6100.843262
	Iteration 100F: 3 clusters Score -2.736708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217983 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -27367082.000000 Penalty: 6100.843262
	Iteration 101Q: 3 clusters Score -2.736708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217989 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -27367076.000000 Penalty: 6100.843262
	Iteration 102Q: 3 clusters Score -2.736708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217999 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -27367080.000000 Penalty: 6100.843262
	Iteration 103Q: 3 clusters Score -2.736708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218005 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -27367108.000000 Penalty: 6100.843262
	Iteration 104Q: 3 clusters Score -2.736711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218014 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -27367090.000000 Penalty: 6100.843262
	Iteration 105Q: 3 clusters Score -2.736709e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218026 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -27367072.000000 Penalty: 6100.843262
	Iteration 106Q: 3 clusters Score -2.736707e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218037 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -27367110.000000 Penalty: 6100.843262
	Iteration 107Q: 3 clusters Score -2.736711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218046 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -27367128.000000 Penalty: 6100.843262
	Iteration 108Q: 3 clusters Score -2.736713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218053 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -27367148.000000 Penalty: 6100.843262
	Iteration 109Q: 3 clusters Score -2.736715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218053 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -27367164.000000 Penalty: 6100.843262
	Iteration 110Q: 3 clusters Score -2.736716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218056 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -27367142.000000 Penalty: 6100.843262
	Iteration 111Q: 3 clusters Score -2.736714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218059 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -27367158.000000 Penalty: 6100.843262
	Iteration 112Q: 3 clusters Score -2.736716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218060 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -27367138.000000 Penalty: 6100.843262
	Iteration 113Q: 3 clusters Score -2.736714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218061 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -27367148.000000 Penalty: 6100.843262
	Iteration 114Q: 3 clusters Score -2.736715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218061 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -27367148.000000 Penalty: 6100.843262
	Iteration 115F: 3 clusters Score -2.736715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Entering Unmasked Estep 
Score: -3172742.750000 Penalty: 2514.725342
	Iteration 0F: 2 clusters Score -3172743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -3155198.250000 Penalty: 5029.450684
	Iteration 0F: 3 clusters Score -3155198 nChanged 11303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -3161365.500000 Penalty: 5029.450684
	Iteration 1F: 3 clusters Score -3161366 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -3161784.000000 Penalty: 5029.450684
	Iteration 2Q: 3 clusters Score -3161784 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -3162187.250000 Penalty: 5029.450684
	Iteration 3Q: 3 clusters Score -3162187 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -3162641.250000 Penalty: 5029.450684
	Iteration 4Q: 3 clusters Score -3162641 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -3163166.250000 Penalty: 5029.450684
	Iteration 5Q: 3 clusters Score -3163166 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -3163883.750000 Penalty: 5029.450684
	Iteration 6Q: 3 clusters Score -3163884 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -3164721.250000 Penalty: 5029.450684
	Iteration 7F: 3 clusters Score -3164721 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -3165719.750000 Penalty: 5029.450684
	Iteration 8F: 3 clusters Score -3165720 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -3166890.500000 Penalty: 5029.450684
	Iteration 9F: 3 clusters Score -3166890 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -3168221.250000 Penalty: 5029.450684
	Iteration 10F: 3 clusters Score -3168221 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -3169708.000000 Penalty: 5029.450684
	Iteration 11F: 3 clusters Score -3169708 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -3170873.750000 Penalty: 5029.450684
	Iteration 12Q: 3 clusters Score -3170874 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -3171439.500000 Penalty: 5029.450684
	Iteration 13Q: 3 clusters Score -3171440 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -3171691.250000 Penalty: 5029.450684
	Iteration 14Q: 3 clusters Score -3171691 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -3171828.000000 Penalty: 5029.450684
	Iteration 15Q: 3 clusters Score -3171828 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -3171898.500000 Penalty: 5029.450684
	Iteration 16Q: 3 clusters Score -3171898 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -3171927.500000 Penalty: 5029.450684
	Iteration 17Q: 3 clusters Score -3171928 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -3171956.000000 Penalty: 5029.450684
	Iteration 18Q: 3 clusters Score -3171956 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3171976.750000 Penalty: 5029.450684
	Iteration 19Q: 3 clusters Score -3171977 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -3171985.500000 Penalty: 5029.450684
	Iteration 20F: 3 clusters Score -3171986 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -3171997.750000 Penalty: 5029.450684
	Iteration 21Q: 3 clusters Score -3171998 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -3172012.500000 Penalty: 5029.450684
	Iteration 22Q: 3 clusters Score -3172012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -3172017.000000 Penalty: 5029.450684
	Iteration 23Q: 3 clusters Score -3172017 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -3172019.500000 Penalty: 5029.450684
	Iteration 24Q: 3 clusters Score -3172020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -3172024.000000 Penalty: 5029.450684
	Iteration 25Q: 3 clusters Score -3172024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3172024.250000 Penalty: 5029.450684
	Iteration 26Q: 3 clusters Score -3172024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -3172035.500000 Penalty: 5029.450684
	Iteration 27Q: 3 clusters Score -3172036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -3172033.250000 Penalty: 5029.450684
	Iteration 28Q: 3 clusters Score -3172033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -3172033.750000 Penalty: 5029.450684
	Iteration 29Q: 3 clusters Score -3172034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -3172033.250000 Penalty: 5029.450684
	Iteration 30Q: 3 clusters Score -3172033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -3172041.000000 Penalty: 5029.450684
	Iteration 31Q: 3 clusters Score -3172041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -3172035.750000 Penalty: 5029.450684
	Iteration 32Q: 3 clusters Score -3172036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -3172039.750000 Penalty: 5029.450684
	Iteration 33Q: 3 clusters Score -3172040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -3172039.000000 Penalty: 5029.450684
	Iteration 34Q: 3 clusters Score -3172039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -3172038.500000 Penalty: 5029.450684
	Iteration 35Q: 3 clusters Score -3172038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -3172037.000000 Penalty: 5029.450684
	Iteration 36Q: 3 clusters Score -3172037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -3172032.250000 Penalty: 5029.450684
	Iteration 37Q: 3 clusters Score -3172032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -3172033.750000 Penalty: 5029.450684
	Iteration 38Q: 3 clusters Score -3172034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -3172033.500000 Penalty: 5029.450684
	Iteration 39Q: 3 clusters Score -3172034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -3172039.250000 Penalty: 5029.450684
	Iteration 40F: 3 clusters Score -3172039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -3172041.750000 Penalty: 5029.450684
	Iteration 41Q: 3 clusters Score -3172042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -3172042.750000 Penalty: 5029.450684
	Iteration 42Q: 3 clusters Score -3172043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -3172040.000000 Penalty: 5029.450684
	Iteration 43Q: 3 clusters Score -3172040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -3172040.750000 Penalty: 5029.450684
	Iteration 44Q: 3 clusters Score -3172041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -3172040.750000 Penalty: 5029.450684
	Iteration 45F: 3 clusters Score -3172041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 63924 members 
Mstep: Class 3 contains 2408 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 7 contains 8925 members 
Mstep: Class 8 contains 18216 members 
Mstep: Class 9 contains 338124 members 
Mstep: Class 11 contains 7672 members 
Mstep: Class 12 contains 68596 members 
Mstep: Class 13 contains 57122 members 
Mstep: Class 14 contains 21631 members 
Mstep: Class 15 contains 33656 members 
Mstep: Class 16 contains 186739 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 181937 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 219715 members 
Mstep: Class 21 contains 25337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532208.000000 Penalty: 76699.226562
Iteration 39Q: 23 clusters Score -1.545322e+08 nChanged 19733
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 65412 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 3107 members 
Mstep: Class 5 contains 4031 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 9066 members 
Mstep: Class 8 contains 18247 members 
Mstep: Class 9 contains 336214 members 
Mstep: Class 10 contains 4179 members 
Mstep: Class 11 contains 7744 members 
Mstep: Class 12 contains 68712 members 
Mstep: Class 13 contains 57059 members 
Mstep: Class 14 contains 21639 members 
Mstep: Class 15 contains 33684 members 
Mstep: Class 16 contains 184601 members 
Mstep: Class 17 contains 3864 members 
Mstep: Class 18 contains 180179 members 
Mstep: Class 19 contains 4431 members 
Mstep: Class 20 contains 224251 members 
Mstep: Class 21 contains 25358 members 
Mstep: Class 22 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154538800.000000 Penalty: 76699.226562
Iteration 40F: 23 clusters Score -1.545388e+08 nChanged 19787
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 66440 members 
Mstep: Class 3 contains 2422 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 4032 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 9213 members 
Mstep: Class 8 contains 18261 members 
Mstep: Class 9 contains 335416 members 
Mstep: Class 10 contains 4318 members 
Mstep: Class 11 contains 8147 members 
Mstep: Class 12 contains 68661 members 
Mstep: Class 13 contains 56971 members 
Mstep: Class 14 contains 21659 members 
Mstep: Class 15 contains 33202 members 
Mstep: Class 16 contains 181692 members 
Mstep: Class 17 contains 3509 members 
Mstep: Class 18 contains 177937 members 
Mstep: Class 19 contains 4392 members 
Mstep: Class 20 contains 229259 members 
Mstep: Class 21 contains 25332 members 
Mstep: Class 22 contains 2309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154542608.000000 Penalty: 76699.226562
Iteration 41Q: 23 clusters Score -1.545426e+08 nChanged 19323
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 67476 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 3351 members 
Mstep: Class 5 contains 4036 members 
Mstep: Class 6 contains 503 members 
Mstep: Class 7 contains 9373 members 
Mstep: Class 8 contains 18294 members 
Mstep: Class 9 contains 334659 members 
Mstep: Class 10 contains 4353 members 
Mstep: Class 11 contains 8544 members 
Mstep: Class 12 contains 68633 members 
Mstep: Class 13 contains 56975 members 
Mstep: Class 14 contains 21655 members 
Mstep: Class 15 contains 32808 members 
Mstep: Class 16 contains 179722 members 
Mstep: Class 17 contains 3186 members 
Mstep: Class 18 contains 176129 members 
Mstep: Class 19 contains 4381 members 
Mstep: Class 20 contains 232763 members 
Mstep: Class 21 contains 25309 members 
Mstep: Class 22 contains 2387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3424.097900 but Gain 3486.328125
Score: -154544592.000000 Penalty: 73212.898438
Iteration 42Q: 22 clusters Score -1.545446e+08 nChanged 20405
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 71027 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 3435 members 
Mstep: Class 5 contains 4038 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 9542 members 
Mstep: Class 8 contains 18317 members 
Mstep: Class 9 contains 334140 members 
Mstep: Class 10 contains 4359 members 
Mstep: Class 11 contains 8884 members 
Mstep: Class 12 contains 68555 members 
Mstep: Class 13 contains 56973 members 
Mstep: Class 14 contains 21668 members 
Mstep: Class 15 contains 32478 members 
Mstep: Class 16 contains 178825 members 
Mstep: Class 18 contains 174663 members 
Mstep: Class 19 contains 4351 members 
Mstep: Class 20 contains 235110 members 
Mstep: Class 21 contains 25269 members 
Mstep: Class 22 contains 2429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154550832.000000 Penalty: 73212.898438
Iteration 43Q: 22 clusters Score -1.545508e+08 nChanged 15896
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 72174 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 3586 members 
Mstep: Class 5 contains 4044 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 9693 members 
Mstep: Class 8 contains 18357 members 
Mstep: Class 9 contains 332676 members 
Mstep: Class 10 contains 4360 members 
Mstep: Class 11 contains 9208 members 
Mstep: Class 12 contains 68458 members 
Mstep: Class 13 contains 57028 members 
Mstep: Class 14 contains 21681 members 
Mstep: Class 15 contains 32193 members 
Mstep: Class 16 contains 178724 members 
Mstep: Class 18 contains 173522 members 
Mstep: Class 19 contains 4320 members 
Mstep: Class 20 contains 236386 members 
Mstep: Class 21 contains 25215 members 
Mstep: Class 22 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552352.000000 Penalty: 73212.898438
Iteration 44Q: 22 clusters Score -1.545524e+08 nChanged 14148
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 73096 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 3725 members 
Mstep: Class 5 contains 4048 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 9831 members 
Mstep: Class 8 contains 18378 members 
Mstep: Class 9 contains 331856 members 
Mstep: Class 10 contains 4367 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 68297 members 
Mstep: Class 13 contains 57097 members 
Mstep: Class 14 contains 21692 members 
Mstep: Class 15 contains 31961 members 
Mstep: Class 16 contains 179165 members 
Mstep: Class 18 contains 172476 members 
Mstep: Class 19 contains 4280 members 
Mstep: Class 20 contains 236775 members 
Mstep: Class 21 contains 25148 members 
Mstep: Class 22 contains 2493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154554128.000000 Penalty: 73212.898438
Iteration 45Q: 22 clusters Score -1.545541e+08 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 73865 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 4049 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 9927 members 
Mstep: Class 8 contains 18407 members 
Mstep: Class 9 contains 331046 members 
Mstep: Class 10 contains 4361 members 
Mstep: Class 11 contains 9658 members 
Mstep: Class 12 contains 68156 members 
Mstep: Class 13 contains 57164 members 
Mstep: Class 14 contains 21704 members 
Mstep: Class 15 contains 31726 members 
Mstep: Class 16 contains 180200 members 
Mstep: Class 18 contains 171667 members 
Mstep: Class 19 contains 4257 members 
Mstep: Class 20 contains 236530 members 
Mstep: Class 21 contains 25080 members 
Mstep: Class 22 contains 2512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154555872.000000 Penalty: 73212.898438
Iteration 46Q: 22 clusters Score -1.545559e+08 nChanged 10824
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 74565 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 3994 members 
Mstep: Class 5 contains 4050 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 10010 members 
Mstep: Class 8 contains 18426 members 
Mstep: Class 9 contains 330316 members 
Mstep: Class 10 contains 4350 members 
Mstep: Class 11 contains 9811 members 
Mstep: Class 12 contains 67976 members 
Mstep: Class 13 contains 57219 members 
Mstep: Class 14 contains 21731 members 
Mstep: Class 15 contains 31533 members 
Mstep: Class 16 contains 181494 members 
Mstep: Class 18 contains 171042 members 
Mstep: Class 19 contains 4233 members 
Mstep: Class 20 contains 235916 members 
Mstep: Class 21 contains 25006 members 
Mstep: Class 22 contains 2526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154556288.000000 Penalty: 73212.898438
Iteration 47Q: 22 clusters Score -1.545563e+08 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 75131 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 4126 members 
Mstep: Class 5 contains 4046 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 10098 members 
Mstep: Class 8 contains 18427 members 
Mstep: Class 9 contains 329737 members 
Mstep: Class 10 contains 4349 members 
Mstep: Class 11 contains 9953 members 
Mstep: Class 12 contains 67808 members 
Mstep: Class 13 contains 57271 members 
Mstep: Class 14 contains 21747 members 
Mstep: Class 15 contains 31378 members 
Mstep: Class 16 contains 183069 members 
Mstep: Class 18 contains 170451 members 
Mstep: Class 19 contains 4202 members 
Mstep: Class 20 contains 235030 members 
Mstep: Class 21 contains 24870 members 
Mstep: Class 22 contains 2533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154556704.000000 Penalty: 73212.898438
Iteration 48Q: 22 clusters Score -1.545567e+08 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 75602 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 4260 members 
Mstep: Class 5 contains 4042 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 10184 members 
Mstep: Class 8 contains 18421 members 
Mstep: Class 9 contains 329294 members 
Mstep: Class 10 contains 4353 members 
Mstep: Class 11 contains 10042 members 
Mstep: Class 12 contains 67618 members 
Mstep: Class 13 contains 57338 members 
Mstep: Class 14 contains 21764 members 
Mstep: Class 15 contains 31241 members 
Mstep: Class 16 contains 184785 members 
Mstep: Class 18 contains 169860 members 
Mstep: Class 19 contains 4173 members 
Mstep: Class 20 contains 233993 members 
Mstep: Class 21 contains 24727 members 
Mstep: Class 22 contains 2545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154557312.000000 Penalty: 73212.898438
Iteration 49Q: 22 clusters Score -1.545573e+08 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 76037 members 
Mstep: Class 3 contains 2427 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 4040 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 10243 members 
Mstep: Class 8 contains 18413 members 
Mstep: Class 9 contains 328790 members 
Mstep: Class 10 contains 4351 members 
Mstep: Class 11 contains 10130 members 
Mstep: Class 12 contains 67414 members 
Mstep: Class 13 contains 57411 members 
Mstep: Class 14 contains 21768 members 
Mstep: Class 15 contains 31132 members 
Mstep: Class 16 contains 186624 members 
Mstep: Class 18 contains 169328 members 
Mstep: Class 19 contains 4146 members 
Mstep: Class 20 contains 232896 members 
Mstep: Class 21 contains 24592 members 
Mstep: Class 22 contains 2553 members 
Entering Unmasked Estep 
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Score: -154558240.000000 Penalty: 73212.898438
Iteration 50Q: 22 clusters Score -1.545582e+08 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 76487 members 
Mstep: Class 3 contains 2427 members 
Mstep: Class 4 contains 4505 members 
Mstep: Class 5 contains 4039 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 10292 members 
Mstep: Class 8 contains 18445 members 
Mstep: Class 9 contains 328185 members 
Mstep: Class 10 contains 4349 members 
Mstep: Class 11 contains 10225 members 
Mstep: Class 12 contains 67239 members 
Mstep: Class 13 contains 57464 members 
Mstep: Class 14 contains 21772 members 
Mstep: Class 15 contains 31017 members 
Mstep: Class 16 contains 188525 members 
Mstep: Class 18 contains 168853 members 
Mstep: Class 19 contains 4123 members 
Mstep: Class 20 contains 231776 members 
Mstep: Class 21 contains 24428 members 
Mstep: Class 22 contains 2556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154558656.000000 Penalty: 73212.898438
Iteration 51Q: 22 clusters Score -1.545587e+08 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 76878 members 
Mstep: Class 3 contains 2427 members 
Mstep: Class 4 contains 4621 members 
Mstep: Class 5 contains 4038 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 10315 members 
Mstep: Class 8 contains 18456 members 
Mstep: Class 9 contains 327684 members 
Mstep: Class 10 contains 4350 members 
Mstep: Class 11 contains 10314 members 
Mstep: Class 12 contains 67086 members 
Mstep: Class 13 contains 57502 members 
Mstep: Class 14 contains 21778 members 
Mstep: Class 15 contains 30904 members 
Mstep: Class 16 contains 190506 members 
Mstep: Class 18 contains 168350 members 
Mstep: Class 19 contains 4097 members 
Mstep: Class 20 contains 230574 members 
Mstep: Class 21 contains 24270 members 
Mstep: Class 22 contains 2565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154559648.000000 Penalty: 73212.898438
Iteration 52Q: 22 clusters Score -1.545596e+08 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 77239 members 
Mstep: Class 3 contains 2427 members 
Mstep: Class 4 contains 4734 members 
Mstep: Class 5 contains 4038 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 10328 members 
Mstep: Class 8 contains 18457 members 
Mstep: Class 9 contains 327247 members 
Mstep: Class 10 contains 4345 members 
Mstep: Class 11 contains 10357 members 
Mstep: Class 12 contains 66947 members 
Mstep: Class 13 contains 57550 members 
Mstep: Class 14 contains 21776 members 
Mstep: Class 15 contains 30805 members 
Mstep: Class 16 contains 192519 members 
Mstep: Class 18 contains 167811 members 
Mstep: Class 19 contains 4086 members 
Mstep: Class 20 contains 229384 members 
Mstep: Class 21 contains 24105 members 
Mstep: Class 22 contains 2567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154560160.000000 Penalty: 73212.898438
Iteration 53Q: 22 clusters Score -1.545602e+08 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 77606 members 
Mstep: Class 3 contains 2427 members 
Mstep: Class 4 contains 4826 members 
Mstep: Class 5 contains 4039 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 10339 members 
Mstep: Class 8 contains 18481 members 
Mstep: Class 9 contains 326828 members 
Mstep: Class 10 contains 4344 members 
Mstep: Class 11 contains 10396 members 
Mstep: Class 12 contains 66836 members 
Mstep: Class 13 contains 57582 members 
Mstep: Class 14 contains 21794 members 
Mstep: Class 15 contains 30727 members 
Mstep: Class 16 contains 194511 members 
Mstep: Class 18 contains 167166 members 
Mstep: Class 19 contains 4072 members 
Mstep: Class 20 contains 228209 members 
Mstep: Class 21 contains 23980 members 
Mstep: Class 22 contains 2566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154560336.000000 Penalty: 73212.898438
Iteration 54Q: 22 clusters Score -1.545603e+08 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 77935 members 
Mstep: Class 3 contains 2428 members 
Mstep: Class 4 contains 4908 members 
Mstep: Class 5 contains 4039 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 10367 members 
Mstep: Class 8 contains 18524 members 
Mstep: Class 9 contains 326364 members 
Mstep: Class 10 contains 4347 members 
Mstep: Class 11 contains 10434 members 
Mstep: Class 12 contains 66754 members 
Mstep: Class 13 contains 57614 members 
Mstep: Class 14 contains 21812 members 
Mstep: Class 15 contains 30639 members 
Mstep: Class 16 contains 196510 members 
Mstep: Class 18 contains 166582 members 
Mstep: Class 19 contains 4059 members 
Mstep: Class 20 contains 226963 members 
Mstep: Class 21 contains 23889 members 
Mstep: Class 22 contains 2572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154561056.000000 Penalty: 73212.898438
Iteration 55Q: 22 clusters Score -1.545611e+08 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 78206 members 
Mstep: Class 3 contains 2428 members 
Mstep: Class 4 contains 5000 members 
Mstep: Class 5 contains 4040 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 10385 members 
Mstep: Class 8 contains 18542 members 
Mstep: Class 9 contains 325880 members 
Mstep: Class 10 contains 4348 members 
Mstep: Class 11 contains 10480 members 
Mstep: Class 12 contains 66628 members 
Mstep: Class 13 contains 57655 members 
Mstep: Class 14 contains 21820 members 
Mstep: Class 15 contains 30549 members 
Mstep: Class 16 contains 198601 members 
Mstep: Class 18 contains 165983 members 
Mstep: Class 19 contains 4056 members 
Mstep: Class 20 contains 225798 members 
Mstep: Class 21 contains 23781 members 
Mstep: Class 22 contains 2575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154561424.000000 Penalty: 73212.898438
Iteration 56Q: 22 clusters Score -1.545614e+08 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 78520 members 
Mstep: Class 3 contains 2428 members 
Mstep: Class 4 contains 5063 members 
Mstep: Class 5 contains 4043 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 10390 members 
Mstep: Class 8 contains 18564 members 
Mstep: Class 9 contains 325375 members 
Mstep: Class 10 contains 4348 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 66508 members 
Mstep: Class 13 contains 57678 members 
Mstep: Class 14 contains 21833 members 
Mstep: Class 15 contains 30475 members 
Mstep: Class 16 contains 200721 members 
Mstep: Class 18 contains 165380 members 
Mstep: Class 19 contains 4048 members 
Mstep: Class 20 contains 224657 members 
Mstep: Class 21 contains 23673 members 
Mstep: Class 22 contains 2574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154561984.000000 Penalty: 73212.898438
Iteration 57Q: 22 clusters Score -1.54562e+08 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 78817 members 
Mstep: Class 3 contains 2428 members 
Mstep: Class 4 contains 5130 members 
Mstep: Class 5 contains 4043 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 10401 members 
Mstep: Class 8 contains 18593 members 
Mstep: Class 9 contains 324908 members 
Mstep: Class 10 contains 4349 members 
Mstep: Class 11 contains 10517 members 
Mstep: Class 12 contains 66394 members 
Mstep: Class 13 contains 57709 members 
Mstep: Class 14 contains 21828 members 
Mstep: Class 15 contains 30413 members 
Mstep: Class 16 contains 202755 members 
Mstep: Class 18 contains 164799 members 
Mstep: Class 19 contains 4038 members 
Mstep: Class 20 contains 223550 members 
Mstep: Class 21 contains 23552 members 
Mstep: Class 22 contains 2578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154562416.000000 Penalty: 73212.898438
Iteration 58Q: 22 clusters Score -1.545624e+08 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 79061 members 
Mstep: Class 3 contains 2428 members 
Mstep: Class 4 contains 5181 members 
Mstep: Class 5 contains 4044 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 10409 members 
Mstep: Class 8 contains 18613 members 
Mstep: Class 9 contains 324450 members 
Mstep: Class 10 contains 4353 members 
Mstep: Class 11 contains 10545 members 
Mstep: Class 12 contains 66300 members 
Mstep: Class 13 contains 57724 members 
Mstep: Class 14 contains 21829 members 
Mstep: Class 15 contains 30351 members 
Mstep: Class 16 contains 204625 members 
Mstep: Class 18 contains 164235 members 
Mstep: Class 19 contains 4030 members 
Mstep: Class 20 contains 222631 members 
Mstep: Class 21 contains 23428 members 
Mstep: Class 22 contains 2583 members 
Entering Unmasked Estep 
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Score: -154562768.000000 Penalty: 73212.898438
Iteration 59Q: 22 clusters Score -1.545628e+08 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 79288 members 
Mstep: Class 3 contains 2428 members 
Mstep: Class 4 contains 5230 members 
Mstep: Class 5 contains 4045 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 10421 members 
Mstep: Class 8 contains 18605 members 
Mstep: Class 9 contains 324026 members 
Mstep: Class 10 contains 4356 members 
Mstep: Class 11 contains 10559 members 
Mstep: Class 12 contains 66190 members 
Mstep: Class 13 contains 57744 members 
Mstep: Class 14 contains 21829 members 
Mstep: Class 15 contains 30305 members 
Mstep: Class 16 contains 206429 members 
Mstep: Class 18 contains 163701 members 
Mstep: Class 19 contains 4021 members 
Mstep: Class 20 contains 221758 members 
Mstep: Class 21 contains 23327 members 
Mstep: Class 22 contains 2583 members 
Entering Unmasked Estep 
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Score: -154563024.000000 Penalty: 73212.898438
Iteration 60F: 22 clusters Score -1.54563e+08 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 79478 members 
Mstep: Class 3 contains 2428 members 
Mstep: Class 4 contains 5281 members 
Mstep: Class 5 contains 4045 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 10429 members 
Mstep: Class 8 contains 18618 members 
Mstep: Class 9 contains 323644 members 
Mstep: Class 10 contains 4357 members 
Mstep: Class 11 contains 10605 members 
Mstep: Class 12 contains 66099 members 
Mstep: Class 13 contains 57778 members 
Mstep: Class 14 contains 21834 members 
Mstep: Class 15 contains 30230 members 
Mstep: Class 16 contains 208049 members 
Mstep: Class 18 contains 163171 members 
Mstep: Class 19 contains 4012 members 
Mstep: Class 20 contains 220968 members 
Mstep: Class 21 contains 23253 members 
Mstep: Class 22 contains 2585 members 
Entering Unmasked Estep 
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Score: -154563312.000000 Penalty: 73212.898438
Iteration 61Q: 22 clusters Score -1.545633e+08 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 79658 members 
Mstep: Class 3 contains 2428 members 
Mstep: Class 4 contains 5331 members 
Mstep: Class 5 contains 4045 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 10447 members 
Mstep: Class 8 contains 18630 members 
Mstep: Class 9 contains 323284 members 
Mstep: Class 10 contains 4357 members 
Mstep: Class 11 contains 10648 members 
Mstep: Class 12 contains 66002 members 
Mstep: Class 13 contains 57802 members 
Mstep: Class 14 contains 21839 members 
Mstep: Class 15 contains 30166 members 
Mstep: Class 16 contains 209551 members 
Mstep: Class 18 contains 162672 members 
Mstep: Class 19 contains 4008 members 
Mstep: Class 20 contains 220254 members 
Mstep: Class 21 contains 23172 members 
Mstep: Class 22 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154564080.000000 Penalty: 73212.898438
Iteration 62Q: 22 clusters Score -1.545641e+08 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 79823 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 5359 members 
Mstep: Class 5 contains 4044 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 10451 members 
Mstep: Class 8 contains 18631 members 
Mstep: Class 9 contains 323035 members 
Mstep: Class 10 contains 4354 members 
Mstep: Class 11 contains 10668 members 
Mstep: Class 12 contains 65909 members 
Mstep: Class 13 contains 57826 members 
Mstep: Class 14 contains 21842 members 
Mstep: Class 15 contains 30137 members 
Mstep: Class 16 contains 210907 members 
Mstep: Class 18 contains 162191 members 
Mstep: Class 19 contains 3991 members 
Mstep: Class 20 contains 219610 members 
Mstep: Class 21 contains 23101 members 
Mstep: Class 22 contains 2588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154564112.000000 Penalty: 73212.898438
Iteration 63Q: 22 clusters Score -1.545641e+08 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 79954 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 5387 members 
Mstep: Class 5 contains 4042 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 10462 members 
Mstep: Class 8 contains 18632 members 
Mstep: Class 9 contains 322727 members 
Mstep: Class 10 contains 4349 members 
Mstep: Class 11 contains 10695 members 
Mstep: Class 12 contains 65833 members 
Mstep: Class 13 contains 57850 members 
Mstep: Class 14 contains 21839 members 
Mstep: Class 15 contains 30104 members 
Mstep: Class 16 contains 212201 members 
Mstep: Class 18 contains 161719 members 
Mstep: Class 19 contains 3975 members 
Mstep: Class 20 contains 219086 members 
Mstep: Class 21 contains 23037 members 
Mstep: Class 22 contains 2588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154564640.000000 Penalty: 73212.898438
Iteration 64Q: 22 clusters Score -1.545646e+08 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 80099 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 5411 members 
Mstep: Class 5 contains 4040 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 10475 members 
Mstep: Class 8 contains 18639 members 
Mstep: Class 9 contains 322486 members 
Mstep: Class 10 contains 4353 members 
Mstep: Class 11 contains 10721 members 
Mstep: Class 12 contains 65770 members 
Mstep: Class 13 contains 57886 members 
Mstep: Class 14 contains 21842 members 
Mstep: Class 15 contains 30058 members 
Mstep: Class 16 contains 213355 members 
Mstep: Class 18 contains 161260 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 218567 members 
Mstep: Class 21 contains 22972 members 
Mstep: Class 22 contains 2589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154564928.000000 Penalty: 73212.898438
Iteration 65Q: 22 clusters Score -1.545649e+08 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 80213 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 5441 members 
Mstep: Class 5 contains 4040 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 10487 members 
Mstep: Class 8 contains 18651 members 
Mstep: Class 9 contains 322225 members 
Mstep: Class 10 contains 4356 members 
Mstep: Class 11 contains 10755 members 
Mstep: Class 12 contains 65705 members 
Mstep: Class 13 contains 57908 members 
Mstep: Class 14 contains 21843 members 
Mstep: Class 15 contains 30025 members 
Mstep: Class 16 contains 214382 members 
Mstep: Class 18 contains 160810 members 
Mstep: Class 19 contains 3954 members 
Mstep: Class 20 contains 218191 members 
Mstep: Class 21 contains 22927 members 
Mstep: Class 22 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154565168.000000 Penalty: 73212.898438
Iteration 66Q: 22 clusters Score -1.545652e+08 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 80336 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 5466 members 
Mstep: Class 5 contains 4040 members 
Mstep: Class 6 contains 503 members 
Mstep: Class 7 contains 10494 members 
Mstep: Class 8 contains 18640 members 
Mstep: Class 9 contains 322021 members 
Mstep: Class 10 contains 4357 members 
Mstep: Class 11 contains 10774 members 
Mstep: Class 12 contains 65655 members 
Mstep: Class 13 contains 57934 members 
Mstep: Class 14 contains 21841 members 
Mstep: Class 15 contains 29994 members 
Mstep: Class 16 contains 215364 members 
Mstep: Class 18 contains 160325 members 
Mstep: Class 19 contains 3938 members 
Mstep: Class 20 contains 217867 members 
Mstep: Class 21 contains 22884 members 
Mstep: Class 22 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154564976.000000 Penalty: 73212.898438
Iteration 67Q: 22 clusters Score -1.54565e+08 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 80482 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 5496 members 
Mstep: Class 5 contains 4041 members 
Mstep: Class 6 contains 502 members 
Mstep: Class 7 contains 10502 members 
Mstep: Class 8 contains 18642 members 
Mstep: Class 9 contains 321802 members 
Mstep: Class 10 contains 4357 members 
Mstep: Class 11 contains 10787 members 
Mstep: Class 12 contains 65599 members 
Mstep: Class 13 contains 57958 members 
Mstep: Class 14 contains 21844 members 
Mstep: Class 15 contains 29967 members 
Mstep: Class 16 contains 216254 members 
Mstep: Class 18 contains 159829 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 217640 members 
Mstep: Class 21 contains 22825 members 
Mstep: Class 22 contains 2594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154565248.000000 Penalty: 73212.898438
Iteration 68Q: 22 clusters Score -1.545652e+08 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 80596 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 4042 members 
Mstep: Class 6 contains 502 members 
Mstep: Class 7 contains 10501 members 
Mstep: Class 8 contains 18637 members 
Mstep: Class 9 contains 321675 members 
Mstep: Class 10 contains 4355 members 
Mstep: Class 11 contains 10797 members 
Mstep: Class 12 contains 65559 members 
Mstep: Class 13 contains 57976 members 
Mstep: Class 14 contains 21853 members 
Mstep: Class 15 contains 29942 members 
Mstep: Class 16 contains 217014 members 
Mstep: Class 18 contains 159368 members 
Mstep: Class 19 contains 3923 members 
Mstep: Class 20 contains 217460 members 
Mstep: Class 21 contains 22748 members 
Mstep: Class 22 contains 2591 members 
Entering Unmasked Estep 
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Score: -154566032.000000 Penalty: 73212.898438
Iteration 69Q: 22 clusters Score -1.54566e+08 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 80717 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 5555 members 
Mstep: Class 5 contains 4043 members 
Mstep: Class 6 contains 502 members 
Mstep: Class 7 contains 10510 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 321630 members 
Mstep: Class 10 contains 4351 members 
Mstep: Class 11 contains 10805 members 
Mstep: Class 12 contains 65491 members 
Mstep: Class 13 contains 57997 members 
Mstep: Class 14 contains 21854 members 
Mstep: Class 15 contains 29915 members 
Mstep: Class 16 contains 217664 members 
Mstep: Class 18 contains 158889 members 
Mstep: Class 19 contains 3916 members 
Mstep: Class 20 contains 217339 members 
Mstep: Class 21 contains 22684 members 
Mstep: Class 22 contains 2594 members 
Entering Unmasked Estep 
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Score: -154565824.000000 Penalty: 73212.898438
Iteration 70Q: 22 clusters Score -1.545658e+08 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 80836 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 5589 members 
Mstep: Class 5 contains 4045 members 
Mstep: Class 6 contains 502 members 
Mstep: Class 7 contains 10525 members 
Mstep: Class 8 contains 18602 members 
Mstep: Class 9 contains 321438 members 
Mstep: Class 10 contains 4355 members 
Mstep: Class 11 contains 10837 members 
Mstep: Class 12 contains 65471 members 
Mstep: Class 13 contains 57996 members 
Mstep: Class 14 contains 21858 members 
Mstep: Class 15 contains 29875 members 
Mstep: Class 16 contains 218294 members 
Mstep: Class 18 contains 158469 members 
Mstep: Class 19 contains 3909 members 
Mstep: Class 20 contains 217287 members 
Mstep: Class 21 contains 22599 members 
Mstep: Class 22 contains 2596 members 
Entering Unmasked Estep 
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Iteration 71Q: 22 clusters Score -1.54566e+08 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 80970 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 4047 members 
Mstep: Class 6 contains 502 members 
Mstep: Class 7 contains 10536 members 
Mstep: Class 8 contains 18589 members 
Mstep: Class 9 contains 321329 members 
Mstep: Class 10 contains 4361 members 
Mstep: Class 11 contains 10854 members 
Mstep: Class 12 contains 65428 members 
Mstep: Class 13 contains 58001 members 
Mstep: Class 14 contains 21861 members 
Mstep: Class 15 contains 29843 members 
Mstep: Class 16 contains 218852 members 
Mstep: Class 18 contains 158011 members 
Mstep: Class 19 contains 3904 members 
Mstep: Class 20 contains 217272 members 
Mstep: Class 21 contains 22512 members 
Mstep: Class 22 contains 2594 members 
Entering Unmasked Estep 
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Iteration 72Q: 22 clusters Score -1.545662e+08 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 81086 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 5648 members 
Mstep: Class 5 contains 4048 members 
Mstep: Class 6 contains 502 members 
Mstep: Class 7 contains 10543 members 
Mstep: Class 8 contains 18578 members 
Mstep: Class 9 contains 321262 members 
Mstep: Class 10 contains 4361 members 
Mstep: Class 11 contains 10854 members 
Mstep: Class 12 contains 65396 members 
Mstep: Class 13 contains 58025 members 
Mstep: Class 14 contains 21867 members 
Mstep: Class 15 contains 29811 members 
Mstep: Class 16 contains 219346 members 
Mstep: Class 18 contains 157557 members 
Mstep: Class 19 contains 3896 members 
Mstep: Class 20 contains 217301 members 
Mstep: Class 21 contains 22411 members 
Mstep: Class 22 contains 2594 members 
Entering Unmasked Estep 
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Score: -154566112.000000 Penalty: 73212.898438
Iteration 73Q: 22 clusters Score -1.545661e+08 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 81207 members 
Mstep: Class 3 contains 2430 members 
Mstep: Class 4 contains 5673 members 
Mstep: Class 5 contains 4050 members 
Mstep: Class 6 contains 502 members 
Mstep: Class 7 contains 10537 members 
Mstep: Class 8 contains 18564 members 
Mstep: Class 9 contains 321158 members 
Mstep: Class 10 contains 4358 members 
Mstep: Class 11 contains 10855 members 
Mstep: Class 12 contains 65357 members 
Mstep: Class 13 contains 58038 members 
Mstep: Class 14 contains 21870 members 
Mstep: Class 15 contains 29776 members 
Mstep: Class 16 contains 219861 members 
Mstep: Class 18 contains 157150 members 
Mstep: Class 19 contains 3892 members 
Mstep: Class 20 contains 217332 members 
Mstep: Class 21 contains 22310 members 
Mstep: Class 22 contains 2594 members 
Entering Unmasked Estep 
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Iteration 74Q: 22 clusters Score -1.545666e+08 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 81363 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 5695 members 
Mstep: Class 5 contains 4050 members 
Mstep: Class 6 contains 502 members 
Mstep: Class 7 contains 10536 members 
Mstep: Class 8 contains 18555 members 
Mstep: Class 9 contains 320942 members 
Mstep: Class 10 contains 4358 members 
Mstep: Class 11 contains 10860 members 
Mstep: Class 12 contains 65325 members 
Mstep: Class 13 contains 58044 members 
Mstep: Class 14 contains 21873 members 
Mstep: Class 15 contains 29756 members 
Mstep: Class 16 contains 220436 members 
Mstep: Class 18 contains 156695 members 
Mstep: Class 19 contains 3890 members 
Mstep: Class 20 contains 217408 members 
Mstep: Class 21 contains 22200 members 
Mstep: Class 22 contains 2592 members 
Entering Unmasked Estep 
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Iteration 75Q: 22 clusters Score -1.545665e+08 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 81492 members 
Mstep: Class 3 contains 2430 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 4050 members 
Mstep: Class 6 contains 502 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 18544 members 
Mstep: Class 9 contains 320809 members 
Mstep: Class 10 contains 4360 members 
Mstep: Class 11 contains 10874 members 
Mstep: Class 12 contains 65270 members 
Mstep: Class 13 contains 58053 members 
Mstep: Class 14 contains 21879 members 
Mstep: Class 15 contains 29729 members 
Mstep: Class 16 contains 220904 members 
Mstep: Class 18 contains 156220 members 
Mstep: Class 19 contains 3889 members 
Mstep: Class 20 contains 217532 members 
Mstep: Class 21 contains 22116 members 
Mstep: Class 22 contains 2593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154566320.000000 Penalty: 73212.898438
Iteration 76Q: 22 clusters Score -1.545663e+08 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 81606 members 
Mstep: Class 3 contains 2430 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 4050 members 
Mstep: Class 6 contains 502 members 
Mstep: Class 7 contains 10546 members 
Mstep: Class 8 contains 18556 members 
Mstep: Class 9 contains 320695 members 
Mstep: Class 10 contains 4362 members 
Mstep: Class 11 contains 10892 members 
Mstep: Class 12 contains 65209 members 
Mstep: Class 13 contains 58054 members 
Mstep: Class 14 contains 21887 members 
Mstep: Class 15 contains 29689 members 
Mstep: Class 16 contains 221334 members 
Mstep: Class 18 contains 155801 members 
Mstep: Class 19 contains 3890 members 
Mstep: Class 20 contains 217641 members 
Mstep: Class 21 contains 22038 members 
Mstep: Class 22 contains 2592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154566272.000000 Penalty: 73212.898438
Iteration 77Q: 22 clusters Score -1.545663e+08 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 81710 members 
Mstep: Class 3 contains 2430 members 
Mstep: Class 4 contains 5755 members 
Mstep: Class 5 contains 4050 members 
Mstep: Class 6 contains 502 members 
Mstep: Class 7 contains 10542 members 
Mstep: Class 8 contains 18553 members 
Mstep: Class 9 contains 320566 members 
Mstep: Class 10 contains 4363 members 
Mstep: Class 11 contains 10922 members 
Mstep: Class 12 contains 65175 members 
Mstep: Class 13 contains 58070 members 
Mstep: Class 14 contains 21899 members 
Mstep: Class 15 contains 29657 members 
Mstep: Class 16 contains 221772 members 
Mstep: Class 18 contains 155385 members 
Mstep: Class 19 contains 3887 members 
Mstep: Class 20 contains 217722 members 
Mstep: Class 21 contains 21975 members 
Mstep: Class 22 contains 2591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154566256.000000 Penalty: 73212.898438
Iteration 78Q: 22 clusters Score -1.545663e+08 nChanged 2311
Entering ConstructFrom: 
Score: -154566256.000000 Penalty: 73212.898438
Entering ConstructFrom: 
Trying to split cluster 1 (16578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Entering Unmasked Estep 
Score: -1978731.750000 Penalty: 2409.526367
	Iteration 0F: 2 clusters Score -1978732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1966761.000000 Penalty: 4819.052734
	Iteration 0F: 3 clusters Score -1966761 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1970776.000000 Penalty: 4819.052734
	Iteration 1F: 3 clusters Score -1970776 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1971278.875000 Penalty: 4819.052734
	Iteration 2F: 3 clusters Score -1971279 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1971767.250000 Penalty: 4819.052734
	Iteration 3F: 3 clusters Score -1971767 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1972311.375000 Penalty: 4819.052734
	Iteration 4F: 3 clusters Score -1972311 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1972925.750000 Penalty: 4819.052734
	Iteration 5F: 3 clusters Score -1972926 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1973597.250000 Penalty: 4819.052734
	Iteration 6F: 3 clusters Score -1973597 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1974288.625000 Penalty: 4819.052734
	Iteration 7F: 3 clusters Score -1974289 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1974931.250000 Penalty: 4819.052734
	Iteration 8F: 3 clusters Score -1974931 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1975436.125000 Penalty: 4819.052734
	Iteration 9F: 3 clusters Score -1975436 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1975806.500000 Penalty: 4819.052734
	Iteration 10Q: 3 clusters Score -1975806 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1976040.875000 Penalty: 4819.052734
	Iteration 11Q: 3 clusters Score -1976041 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1976213.125000 Penalty: 4819.052734
	Iteration 12Q: 3 clusters Score -1976213 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1976325.875000 Penalty: 4819.052734
	Iteration 13Q: 3 clusters Score -1976326 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1976407.125000 Penalty: 4819.052734
	Iteration 14Q: 3 clusters Score -1976407 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1976459.125000 Penalty: 4819.052734
	Iteration 15Q: 3 clusters Score -1976459 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1976500.875000 Penalty: 4819.052734
	Iteration 16Q: 3 clusters Score -1976501 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1976546.125000 Penalty: 4819.052734
	Iteration 17Q: 3 clusters Score -1976546 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1976574.625000 Penalty: 4819.052734
	Iteration 18Q: 3 clusters Score -1976575 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1976605.750000 Penalty: 4819.052734
	Iteration 19Q: 3 clusters Score -1976606 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1976631.250000 Penalty: 4819.052734
	Iteration 20F: 3 clusters Score -1976631 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1976639.375000 Penalty: 4819.052734
	Iteration 21Q: 3 clusters Score -1976639 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1976646.250000 Penalty: 4819.052734
	Iteration 22Q: 3 clusters Score -1976646 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1976661.625000 Penalty: 4819.052734
	Iteration 23Q: 3 clusters Score -1976662 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1976685.125000 Penalty: 4819.052734
	Iteration 24Q: 3 clusters Score -1976685 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1976693.875000 Penalty: 4819.052734
	Iteration 25Q: 3 clusters Score -1976694 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1976707.250000 Penalty: 4819.052734
	Iteration 26Q: 3 clusters Score -1976707 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1976724.500000 Penalty: 4819.052734
	Iteration 27Q: 3 clusters Score -1976724 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1976736.000000 Penalty: 4819.052734
	Iteration 28Q: 3 clusters Score -1976736 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1976750.750000 Penalty: 4819.052734
	Iteration 29Q: 3 clusters Score -1976751 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1976768.250000 Penalty: 4819.052734
	Iteration 30Q: 3 clusters Score -1976768 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1976776.125000 Penalty: 4819.052734
	Iteration 31Q: 3 clusters Score -1976776 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1976795.125000 Penalty: 4819.052734
	Iteration 32Q: 3 clusters Score -1976795 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1976807.750000 Penalty: 4819.052734
	Iteration 33Q: 3 clusters Score -1976808 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1976817.125000 Penalty: 4819.052734
	Iteration 34Q: 3 clusters Score -1976817 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1976823.125000 Penalty: 4819.052734
	Iteration 35Q: 3 clusters Score -1976823 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1976834.250000 Penalty: 4819.052734
	Iteration 36Q: 3 clusters Score -1976834 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1976844.500000 Penalty: 4819.052734
	Iteration 37Q: 3 clusters Score -1976844 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1976854.375000 Penalty: 4819.052734
	Iteration 38Q: 3 clusters Score -1976854 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1976866.625000 Penalty: 4819.052734
	Iteration 39Q: 3 clusters Score -1976867 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1976874.500000 Penalty: 4819.052734
	Iteration 40F: 3 clusters Score -1976874 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1976879.000000 Penalty: 4819.052734
	Iteration 41Q: 3 clusters Score -1976879 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1976898.625000 Penalty: 4819.052734
	Iteration 42Q: 3 clusters Score -1976899 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1976903.875000 Penalty: 4819.052734
	Iteration 43Q: 3 clusters Score -1976904 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1976920.250000 Penalty: 4819.052734
	Iteration 44Q: 3 clusters Score -1976920 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1976929.625000 Penalty: 4819.052734
	Iteration 45Q: 3 clusters Score -1976930 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1976938.000000 Penalty: 4819.052734
	Iteration 46Q: 3 clusters Score -1976938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1976950.000000 Penalty: 4819.052734
	Iteration 47Q: 3 clusters Score -1976950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1976956.125000 Penalty: 4819.052734
	Iteration 48Q: 3 clusters Score -1976956 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1976963.250000 Penalty: 4819.052734
	Iteration 49Q: 3 clusters Score -1976963 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1976972.750000 Penalty: 4819.052734
	Iteration 50Q: 3 clusters Score -1976973 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1976978.500000 Penalty: 4819.052734
	Iteration 51Q: 3 clusters Score -1976978 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1976981.125000 Penalty: 4819.052734
	Iteration 52Q: 3 clusters Score -1976981 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1976999.750000 Penalty: 4819.052734
	Iteration 53Q: 3 clusters Score -1977000 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1977010.250000 Penalty: 4819.052734
	Iteration 54Q: 3 clusters Score -1977010 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1977021.500000 Penalty: 4819.052734
	Iteration 55Q: 3 clusters Score -1977022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1977028.000000 Penalty: 4819.052734
	Iteration 56Q: 3 clusters Score -1977028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1977035.000000 Penalty: 4819.052734
	Iteration 57Q: 3 clusters Score -1977035 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1977040.125000 Penalty: 4819.052734
	Iteration 58Q: 3 clusters Score -1977040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1977042.250000 Penalty: 4819.052734
	Iteration 59Q: 3 clusters Score -1977042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1977047.625000 Penalty: 4819.052734
	Iteration 60F: 3 clusters Score -1977048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1977054.750000 Penalty: 4819.052734
	Iteration 61Q: 3 clusters Score -1977055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1977058.750000 Penalty: 4819.052734
	Iteration 62Q: 3 clusters Score -1977059 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1977066.625000 Penalty: 4819.052734
	Iteration 63Q: 3 clusters Score -1977067 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1977073.375000 Penalty: 4819.052734
	Iteration 64Q: 3 clusters Score -1977073 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1977074.750000 Penalty: 4819.052734
	Iteration 65Q: 3 clusters Score -1977075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1977085.500000 Penalty: 4819.052734
	Iteration 66Q: 3 clusters Score -1977086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1977081.375000 Penalty: 4819.052734
	Iteration 67Q: 3 clusters Score -1977081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1977086.625000 Penalty: 4819.052734
	Iteration 68Q: 3 clusters Score -1977087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1977092.375000 Penalty: 4819.052734
	Iteration 69Q: 3 clusters Score -1977092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1977095.750000 Penalty: 4819.052734
	Iteration 70Q: 3 clusters Score -1977096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1977099.375000 Penalty: 4819.052734
	Iteration 71Q: 3 clusters Score -1977099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1977102.625000 Penalty: 4819.052734
	Iteration 72Q: 3 clusters Score -1977103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1977098.500000 Penalty: 4819.052734
	Iteration 73Q: 3 clusters Score -1977098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1977098.625000 Penalty: 4819.052734
	Iteration 74Q: 3 clusters Score -1977099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1977093.750000 Penalty: 4819.052734
	Iteration 75Q: 3 clusters Score -1977094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1977099.750000 Penalty: 4819.052734
	Iteration 76Q: 3 clusters Score -1977100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1977102.125000 Penalty: 4819.052734
	Iteration 77Q: 3 clusters Score -1977102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1977107.375000 Penalty: 4819.052734
	Iteration 78Q: 3 clusters Score -1977107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1977104.625000 Penalty: 4819.052734
	Iteration 79Q: 3 clusters Score -1977105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1977108.500000 Penalty: 4819.052734
	Iteration 80F: 3 clusters Score -1977108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1977111.250000 Penalty: 4819.052734
	Iteration 81Q: 3 clusters Score -1977111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1977109.875000 Penalty: 4819.052734
	Iteration 82Q: 3 clusters Score -1977110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1977110.000000 Penalty: 4819.052734
	Iteration 83Q: 3 clusters Score -1977110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1977110.875000 Penalty: 4819.052734
	Iteration 84Q: 3 clusters Score -1977111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1977113.875000 Penalty: 4819.052734
	Iteration 85Q: 3 clusters Score -1977114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1977110.500000 Penalty: 4819.052734
	Iteration 86Q: 3 clusters Score -1977110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1977115.125000 Penalty: 4819.052734
	Iteration 87Q: 3 clusters Score -1977115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1977113.375000 Penalty: 4819.052734
	Iteration 88Q: 3 clusters Score -1977113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1977115.875000 Penalty: 4819.052734
	Iteration 89Q: 3 clusters Score -1977116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1977119.750000 Penalty: 4819.052734
	Iteration 90Q: 3 clusters Score -1977120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1977119.500000 Penalty: 4819.052734
	Iteration 91Q: 3 clusters Score -1977120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1977119.500000 Penalty: 4819.052734
	Iteration 92Q: 3 clusters Score -1977120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1977117.625000 Penalty: 4819.052734
	Iteration 93Q: 3 clusters Score -1977118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1977118.625000 Penalty: 4819.052734
	Iteration 94Q: 3 clusters Score -1977119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1977126.250000 Penalty: 4819.052734
	Iteration 95Q: 3 clusters Score -1977126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1977128.875000 Penalty: 4819.052734
	Iteration 96Q: 3 clusters Score -1977129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1977127.125000 Penalty: 4819.052734
	Iteration 97Q: 3 clusters Score -1977127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1977127.000000 Penalty: 4819.052734
	Iteration 98Q: 3 clusters Score -1977127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1977126.250000 Penalty: 4819.052734
	Iteration 99Q: 3 clusters Score -1977126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1977123.375000 Penalty: 4819.052734
	Iteration 100F: 3 clusters Score -1977123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1977126.375000 Penalty: 4819.052734
	Iteration 101Q: 3 clusters Score -1977126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1977126.625000 Penalty: 4819.052734
	Iteration 102Q: 3 clusters Score -1977127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1977121.500000 Penalty: 4819.052734
	Iteration 103Q: 3 clusters Score -1977122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1977121.875000 Penalty: 4819.052734
	Iteration 104Q: 3 clusters Score -1977122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1977121.250000 Penalty: 4819.052734
	Iteration 105Q: 3 clusters Score -1977121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1977121.625000 Penalty: 4819.052734
	Iteration 106Q: 3 clusters Score -1977122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1977122.625000 Penalty: 4819.052734
	Iteration 107Q: 3 clusters Score -1977123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1977123.375000 Penalty: 4819.052734
	Iteration 108Q: 3 clusters Score -1977123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1977124.125000 Penalty: 4819.052734
	Iteration 109Q: 3 clusters Score -1977124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1977128.500000 Penalty: 4819.052734
	Iteration 110Q: 3 clusters Score -1977128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1977128.500000 Penalty: 4819.052734
	Iteration 111F: 3 clusters Score -1977128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (81801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81801 members 
Entering Unmasked Estep 
Score: -9854387.000000 Penalty: 2805.387207
	Iteration 0F: 2 clusters Score -9854387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -9799719.000000 Penalty: 5610.774414
	Iteration 0F: 3 clusters Score -9799719 nChanged 38417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -9821452.000000 Penalty: 5610.774414
	Iteration 1F: 3 clusters Score -9821452 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -9822249.000000 Penalty: 5610.774414
	Iteration 2Q: 3 clusters Score -9822249 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -9823191.000000 Penalty: 5610.774414
	Iteration 3Q: 3 clusters Score -9823191 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -9824616.000000 Penalty: 5610.774414
	Iteration 4Q: 3 clusters Score -9824616 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52467 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -9827033.000000 Penalty: 5610.774414
	Iteration 5F: 3 clusters Score -9827033 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57561 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -9830620.000000 Penalty: 5610.774414
	Iteration 6F: 3 clusters Score -9830620 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63694 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -9835676.000000 Penalty: 5610.774414
	Iteration 7F: 3 clusters Score -9835676 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69896 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -9841263.000000 Penalty: 5610.774414
	Iteration 8F: 3 clusters Score -9841263 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75101 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -9846203.000000 Penalty: 5610.774414
	Iteration 9F: 3 clusters Score -9846203 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78424 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -9849277.000000 Penalty: 5610.774414
	Iteration 10Q: 3 clusters Score -9849277 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80082 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -9850818.000000 Penalty: 5610.774414
	Iteration 11Q: 3 clusters Score -9850818 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80809 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -9851440.000000 Penalty: 5610.774414
	Iteration 12Q: 3 clusters Score -9851440 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81120 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9851712.000000 Penalty: 5610.774414
	Iteration 13Q: 3 clusters Score -9851712 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81257 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9851846.000000 Penalty: 5610.774414
	Iteration 14Q: 3 clusters Score -9851846 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81318 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -9851910.000000 Penalty: 5610.774414
	Iteration 15Q: 3 clusters Score -9851910 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81357 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9851955.000000 Penalty: 5610.774414
	Iteration 16Q: 3 clusters Score -9851955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81376 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9851991.000000 Penalty: 5610.774414
	Iteration 17Q: 3 clusters Score -9851991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81387 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9852006.000000 Penalty: 5610.774414
	Iteration 18Q: 3 clusters Score -9852006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81393 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9852031.000000 Penalty: 5610.774414
	Iteration 19Q: 3 clusters Score -9852031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81401 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9852036.000000 Penalty: 5610.774414
	Iteration 20F: 3 clusters Score -9852036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81403 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9852043.000000 Penalty: 5610.774414
	Iteration 21Q: 3 clusters Score -9852043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81405 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9852037.000000 Penalty: 5610.774414
	Iteration 22Q: 3 clusters Score -9852037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81408 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9852042.000000 Penalty: 5610.774414
	Iteration 23Q: 3 clusters Score -9852042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9852047.000000 Penalty: 5610.774414
	Iteration 24Q: 3 clusters Score -9852047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81410 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9852036.000000 Penalty: 5610.774414
	Iteration 25Q: 3 clusters Score -9852036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81411 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9852039.000000 Penalty: 5610.774414
	Iteration 26Q: 3 clusters Score -9852039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81412 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9852031.000000 Penalty: 5610.774414
	Iteration 27Q: 3 clusters Score -9852031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81413 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9852034.000000 Penalty: 5610.774414
	Iteration 28Q: 3 clusters Score -9852034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81415 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9852042.000000 Penalty: 5610.774414
	Iteration 29Q: 3 clusters Score -9852042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81414 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9852049.000000 Penalty: 5610.774414
	Iteration 30Q: 3 clusters Score -9852049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81414 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9852049.000000 Penalty: 5610.774414
	Iteration 31F: 3 clusters Score -9852049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Entering Unmasked Estep 
Score: -266825.312500 Penalty: 1933.422485
	Iteration 0F: 2 clusters Score -266825.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -264072.218750 Penalty: 3866.844971
	Iteration 0F: 3 clusters Score -264072.2 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -265448.500000 Penalty: 3866.844971
	Iteration 1F: 3 clusters Score -265448.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -267229.187500 Penalty: 3866.844971
	Iteration 2F: 3 clusters Score -267229.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -268548.906250 Penalty: 3866.844971
	Iteration 3F: 3 clusters Score -268548.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -269058.437500 Penalty: 3866.844971
	Iteration 4F: 3 clusters Score -269058.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -269441.968750 Penalty: 3866.844971
	Iteration 5Q: 3 clusters Score -269442 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -269853.406250 Penalty: 3866.844971
	Iteration 6Q: 3 clusters Score -269853.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -269937.281250 Penalty: 3866.844971
	Iteration 7Q: 3 clusters Score -269937.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -270026.781250 Penalty: 3866.844971
	Iteration 8Q: 3 clusters Score -270026.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -270092.625000 Penalty: 3866.844971
	Iteration 9Q: 3 clusters Score -270092.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -270118.750000 Penalty: 3866.844971
	Iteration 10Q: 3 clusters Score -270118.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -270130.375000 Penalty: 3866.844971
	Iteration 11Q: 3 clusters Score -270130.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -270134.312500 Penalty: 3866.844971
	Iteration 12Q: 3 clusters Score -270134.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -270135.562500 Penalty: 3866.844971
	Iteration 13Q: 3 clusters Score -270135.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -270135.312500 Penalty: 3866.844971
	Iteration 14Q: 3 clusters Score -270135.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -270140.125000 Penalty: 3866.844971
	Iteration 15F: 3 clusters Score -270140.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -270146.500000 Penalty: 3866.844971
	Iteration 16Q: 3 clusters Score -270146.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -270147.093750 Penalty: 3866.844971
	Iteration 17Q: 3 clusters Score -270147.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -270147.093750 Penalty: 3866.844971
	Iteration 18F: 3 clusters Score -270147.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 81801 members 
Mstep: Class 3 contains 566 members 
Mstep: Class 4 contains 5765 members 
Mstep: Class 5 contains 4050 members 
Mstep: Class 6 contains 502 members 
Mstep: Class 7 contains 10539 members 
Mstep: Class 8 contains 18538 members 
Mstep: Class 9 contains 320505 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 65129 members 
Mstep: Class 13 contains 58085 members 
Mstep: Class 14 contains 21915 members 
Mstep: Class 15 contains 29628 members 
Mstep: Class 16 contains 222167 members 
Mstep: Class 17 contains 1865 members 
Mstep: Class 18 contains 154973 members 
Mstep: Class 19 contains 3879 members 
Mstep: Class 20 contains 217844 members 
Mstep: Class 21 contains 21882 members 
Mstep: Class 22 contains 2595 members 
Entering Unmasked Estep 
Score: -154567984.000000 Penalty: 76699.226562
Splitting cluster 3 changes total score from -154566256.000000 to -154567984.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 4 (5765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Entering Unmasked Estep 
Score: -667099.500000 Penalty: 2147.571045
	Iteration 0F: 2 clusters Score -667099.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -662129.312500 Penalty: 4295.142090
	Iteration 0F: 3 clusters Score -662129.3 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -663663.500000 Penalty: 4295.142090
	Iteration 1F: 3 clusters Score -663663.5 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -664353.812500 Penalty: 4295.142090
	Iteration 2F: 3 clusters Score -664353.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -665345.125000 Penalty: 4295.142090
	Iteration 3F: 3 clusters Score -665345.1 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -666421.000000 Penalty: 4295.142090
	Iteration 4F: 3 clusters Score -666421 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -667033.125000 Penalty: 4295.142090
	Iteration 5F: 3 clusters Score -667033.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -667390.312500 Penalty: 4295.142090
	Iteration 6Q: 3 clusters Score -667390.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -667579.187500 Penalty: 4295.142090
	Iteration 7Q: 3 clusters Score -667579.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -667671.875000 Penalty: 4295.142090
	Iteration 8Q: 3 clusters Score -667671.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -667717.125000 Penalty: 4295.142090
	Iteration 9Q: 3 clusters Score -667717.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -667740.062500 Penalty: 4295.142090
	Iteration 10Q: 3 clusters Score -667740.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -667747.250000 Penalty: 4295.142090
	Iteration 11Q: 3 clusters Score -667747.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -667748.937500 Penalty: 4295.142090
	Iteration 12Q: 3 clusters Score -667748.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -667751.000000 Penalty: 4295.142090
	Iteration 13Q: 3 clusters Score -667751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -667753.625000 Penalty: 4295.142090
	Iteration 14Q: 3 clusters Score -667753.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -667755.875000 Penalty: 4295.142090
	Iteration 15Q: 3 clusters Score -667755.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -667756.437500 Penalty: 4295.142090
	Iteration 16Q: 3 clusters Score -667756.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -667755.500000 Penalty: 4295.142090
	Iteration 17Q: 3 clusters Score -667755.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -667755.500000 Penalty: 4295.142090
	Iteration 18Q: 3 clusters Score -667755.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -667755.750000 Penalty: 4295.142090
	Iteration 19Q: 3 clusters Score -667755.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -667755.500000 Penalty: 4295.142090
	Iteration 20F: 3 clusters Score -667755.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 81801 members 
Mstep: Class 3 contains 566 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 4050 members 
Mstep: Class 6 contains 502 members 
Mstep: Class 7 contains 10539 members 
Mstep: Class 8 contains 18538 members 
Mstep: Class 9 contains 320505 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 65129 members 
Mstep: Class 13 contains 58085 members 
Mstep: Class 14 contains 21915 members 
Mstep: Class 15 contains 29628 members 
Mstep: Class 16 contains 222167 members 
Mstep: Class 17 contains 1865 members 
Mstep: Class 18 contains 154973 members 
Mstep: Class 19 contains 3879 members 
Mstep: Class 20 contains 217844 members 
Mstep: Class 21 contains 21882 members 
Mstep: Class 22 contains 2595 members 
Mstep: Class 23 contains 4543 members 
Entering Unmasked Estep 
Score: -154567104.000000 Penalty: 80185.554688
Splitting cluster 4 changes total score from -154566256.000000 to -154567104.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (4050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Entering Unmasked Estep 
Score: -492283.125000 Penalty: 2060.005127
	Iteration 0F: 2 clusters Score -492283.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -488337.031250 Penalty: 4120.010254
	Iteration 0F: 3 clusters Score -488337 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -489235.781250 Penalty: 4120.010254
	Iteration 1F: 3 clusters Score -489235.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -489427.656250 Penalty: 4120.010254
	Iteration 2F: 3 clusters Score -489427.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -489536.625000 Penalty: 4120.010254
	Iteration 3Q: 3 clusters Score -489536.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -489604.468750 Penalty: 4120.010254
	Iteration 4Q: 3 clusters Score -489604.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -489646.562500 Penalty: 4120.010254
	Iteration 5Q: 3 clusters Score -489646.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -489669.875000 Penalty: 4120.010254
	Iteration 6Q: 3 clusters Score -489669.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -489687.093750 Penalty: 4120.010254
	Iteration 7Q: 3 clusters Score -489687.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -489694.812500 Penalty: 4120.010254
	Iteration 8Q: 3 clusters Score -489694.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -489705.468750 Penalty: 4120.010254
	Iteration 9Q: 3 clusters Score -489705.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -489713.500000 Penalty: 4120.010254
	Iteration 10Q: 3 clusters Score -489713.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -489718.343750 Penalty: 4120.010254
	Iteration 11Q: 3 clusters Score -489718.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -489721.687500 Penalty: 4120.010254
	Iteration 12Q: 3 clusters Score -489721.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -489725.375000 Penalty: 4120.010254
	Iteration 13Q: 3 clusters Score -489725.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -489725.812500 Penalty: 4120.010254
	Iteration 14Q: 3 clusters Score -489725.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -489727.218750 Penalty: 4120.010254
	Iteration 15Q: 3 clusters Score -489727.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -489729.156250 Penalty: 4120.010254
	Iteration 16Q: 3 clusters Score -489729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -489730.406250 Penalty: 4120.010254
	Iteration 17Q: 3 clusters Score -489730.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -489730.406250 Penalty: 4120.010254
	Iteration 18F: 3 clusters Score -489730.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -49320.332031 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -49320.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47893.285156 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -47893.29 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48207.910156 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -48207.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -48426.289062 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -48426.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -48578.140625 Penalty: 3084.425781
	Iteration 3F: 3 clusters Score -48578.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48802.085938 Penalty: 3084.425781
	Iteration 4F: 3 clusters Score -48802.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -49235.402344 Penalty: 3084.425781
	Iteration 5F: 3 clusters Score -49235.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -49623.597656 Penalty: 3084.425781
	Iteration 6F: 3 clusters Score -49623.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -49835.425781 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -49835.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -49993.804688 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -49993.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -50040.375000 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -50040.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -50055.179688 Penalty: 3084.425781
	Iteration 10Q: 3 clusters Score -50055.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -50060.566406 Penalty: 3084.425781
	Iteration 11Q: 3 clusters Score -50060.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -50067.507812 Penalty: 3084.425781
	Iteration 12Q: 3 clusters Score -50067.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -50104.085938 Penalty: 3084.425781
	Iteration 13Q: 3 clusters Score -50104.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -50295.859375 Penalty: 3084.425781
	Iteration 14Q: 3 clusters Score -50295.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -50411.750000 Penalty: 3084.425781
	Iteration 15Q: 3 clusters Score -50411.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -50489.515625 Penalty: 3084.425781
	Iteration 16Q: 3 clusters Score -50489.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -50489.515625 Penalty: 3084.425781
	Iteration 17F: 3 clusters Score -50489.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 81801 members 
Mstep: Class 3 contains 566 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 4050 members 
Mstep: Class 6 contains 186 members 
Mstep: Class 7 contains 10539 members 
Mstep: Class 8 contains 18538 members 
Mstep: Class 9 contains 320505 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 65129 members 
Mstep: Class 13 contains 58085 members 
Mstep: Class 14 contains 21915 members 
Mstep: Class 15 contains 29628 members 
Mstep: Class 16 contains 222167 members 
Mstep: Class 17 contains 1865 members 
Mstep: Class 18 contains 154973 members 
Mstep: Class 19 contains 3879 members 
Mstep: Class 20 contains 217844 members 
Mstep: Class 21 contains 21882 members 
Mstep: Class 22 contains 2595 members 
Mstep: Class 23 contains 4543 members 
Mstep: Class 24 contains 316 members 
Entering Unmasked Estep 
Score: -154566208.000000 Penalty: 83671.882812
Splitting cluster 6 changes total score from -154566256.000000 to -154566208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Entering Unmasked Estep 
Score: -1320031.250000 Penalty: 2297.183838
	Iteration 0F: 2 clusters Score -1320031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1311973.500000 Penalty: 4594.367676
	Iteration 0F: 3 clusters Score -1311974 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1314290.250000 Penalty: 4594.367676
	Iteration 1F: 3 clusters Score -1314290 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1314571.875000 Penalty: 4594.367676
	Iteration 2F: 3 clusters Score -1314572 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1314773.875000 Penalty: 4594.367676
	Iteration 3Q: 3 clusters Score -1314774 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1314963.375000 Penalty: 4594.367676
	Iteration 4Q: 3 clusters Score -1314963 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1315131.125000 Penalty: 4594.367676
	Iteration 5Q: 3 clusters Score -1315131 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1315305.000000 Penalty: 4594.367676
	Iteration 6Q: 3 clusters Score -1315305 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1315492.750000 Penalty: 4594.367676
	Iteration 7Q: 3 clusters Score -1315493 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1315725.250000 Penalty: 4594.367676
	Iteration 8Q: 3 clusters Score -1315725 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1315986.750000 Penalty: 4594.367676
	Iteration 9Q: 3 clusters Score -1315987 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1316280.500000 Penalty: 4594.367676
	Iteration 10Q: 3 clusters Score -1316280 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1316618.875000 Penalty: 4594.367676
	Iteration 11Q: 3 clusters Score -1316619 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1316965.500000 Penalty: 4594.367676
	Iteration 12Q: 3 clusters Score -1316966 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1317261.750000 Penalty: 4594.367676
	Iteration 13Q: 3 clusters Score -1317262 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1317472.000000 Penalty: 4594.367676
	Iteration 14Q: 3 clusters Score -1317472 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1317654.375000 Penalty: 4594.367676
	Iteration 15Q: 3 clusters Score -1317654 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1317810.125000 Penalty: 4594.367676
	Iteration 16Q: 3 clusters Score -1317810 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1317922.750000 Penalty: 4594.367676
	Iteration 17Q: 3 clusters Score -1317923 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1317997.250000 Penalty: 4594.367676
	Iteration 18Q: 3 clusters Score -1317997 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1318056.125000 Penalty: 4594.367676
	Iteration 19Q: 3 clusters Score -1318056 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1318092.500000 Penalty: 4594.367676
	Iteration 20F: 3 clusters Score -1318092 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1318128.125000 Penalty: 4594.367676
	Iteration 21Q: 3 clusters Score -1318128 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1318150.875000 Penalty: 4594.367676
	Iteration 22Q: 3 clusters Score -1318151 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1318165.375000 Penalty: 4594.367676
	Iteration 23Q: 3 clusters Score -1318165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1318173.125000 Penalty: 4594.367676
	Iteration 24Q: 3 clusters Score -1318173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1318177.000000 Penalty: 4594.367676
	Iteration 25Q: 3 clusters Score -1318177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1318183.000000 Penalty: 4594.367676
	Iteration 26Q: 3 clusters Score -1318183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1318182.125000 Penalty: 4594.367676
	Iteration 27Q: 3 clusters Score -1318182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1318183.000000 Penalty: 4594.367676
	Iteration 28Q: 3 clusters Score -1318183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1318185.500000 Penalty: 4594.367676
	Iteration 29Q: 3 clusters Score -1318186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1318184.875000 Penalty: 4594.367676
	Iteration 30Q: 3 clusters Score -1318185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1318185.625000 Penalty: 4594.367676
	Iteration 31Q: 3 clusters Score -1318186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1318185.625000 Penalty: 4594.367676
	Iteration 32F: 3 clusters Score -1318186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Entering Unmasked Estep 
Score: -2325569.000000 Penalty: 2437.239258
	Iteration 0F: 2 clusters Score -2325569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2312398.500000 Penalty: 4874.478516
	Iteration 0F: 3 clusters Score -2312398 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2316685.000000 Penalty: 4874.478516
	Iteration 1F: 3 clusters Score -2316685 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2317077.750000 Penalty: 4874.478516
	Iteration 2F: 3 clusters Score -2317078 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2317380.000000 Penalty: 4874.478516
	Iteration 3Q: 3 clusters Score -2317380 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2317674.250000 Penalty: 4874.478516
	Iteration 4Q: 3 clusters Score -2317674 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2318002.500000 Penalty: 4874.478516
	Iteration 5Q: 3 clusters Score -2318002 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2318382.750000 Penalty: 4874.478516
	Iteration 6Q: 3 clusters Score -2318383 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2318822.750000 Penalty: 4874.478516
	Iteration 7Q: 3 clusters Score -2318823 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2319430.500000 Penalty: 4874.478516
	Iteration 8Q: 3 clusters Score -2319430 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2320191.000000 Penalty: 4874.478516
	Iteration 9F: 3 clusters Score -2320191 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2320968.000000 Penalty: 4874.478516
	Iteration 10F: 3 clusters Score -2320968 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2321659.500000 Penalty: 4874.478516
	Iteration 11Q: 3 clusters Score -2321660 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2322190.750000 Penalty: 4874.478516
	Iteration 12Q: 3 clusters Score -2322191 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2322566.000000 Penalty: 4874.478516
	Iteration 13Q: 3 clusters Score -2322566 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2322827.000000 Penalty: 4874.478516
	Iteration 14Q: 3 clusters Score -2322827 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2323031.500000 Penalty: 4874.478516
	Iteration 15Q: 3 clusters Score -2323032 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2323220.250000 Penalty: 4874.478516
	Iteration 16Q: 3 clusters Score -2323220 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2323361.000000 Penalty: 4874.478516
	Iteration 17Q: 3 clusters Score -2323361 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2323466.250000 Penalty: 4874.478516
	Iteration 18Q: 3 clusters Score -2323466 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2323543.750000 Penalty: 4874.478516
	Iteration 19Q: 3 clusters Score -2323544 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2323599.750000 Penalty: 4874.478516
	Iteration 20F: 3 clusters Score -2323600 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2323644.500000 Penalty: 4874.478516
	Iteration 21Q: 3 clusters Score -2323644 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2323693.000000 Penalty: 4874.478516
	Iteration 22Q: 3 clusters Score -2323693 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2323732.500000 Penalty: 4874.478516
	Iteration 23Q: 3 clusters Score -2323732 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2323779.000000 Penalty: 4874.478516
	Iteration 24Q: 3 clusters Score -2323779 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2323806.750000 Penalty: 4874.478516
	Iteration 25Q: 3 clusters Score -2323807 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2323849.000000 Penalty: 4874.478516
	Iteration 26Q: 3 clusters Score -2323849 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2323876.000000 Penalty: 4874.478516
	Iteration 27Q: 3 clusters Score -2323876 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2323900.250000 Penalty: 4874.478516
	Iteration 28Q: 3 clusters Score -2323900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2323913.750000 Penalty: 4874.478516
	Iteration 29Q: 3 clusters Score -2323914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2323917.750000 Penalty: 4874.478516
	Iteration 30Q: 3 clusters Score -2323918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2323932.750000 Penalty: 4874.478516
	Iteration 31Q: 3 clusters Score -2323933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2323936.250000 Penalty: 4874.478516
	Iteration 32Q: 3 clusters Score -2323936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2323943.250000 Penalty: 4874.478516
	Iteration 33Q: 3 clusters Score -2323943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2323943.250000 Penalty: 4874.478516
	Iteration 34Q: 3 clusters Score -2323943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2323946.000000 Penalty: 4874.478516
	Iteration 35Q: 3 clusters Score -2323946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2323942.500000 Penalty: 4874.478516
	Iteration 36Q: 3 clusters Score -2323942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2323948.500000 Penalty: 4874.478516
	Iteration 37Q: 3 clusters Score -2323948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2323952.000000 Penalty: 4874.478516
	Iteration 38Q: 3 clusters Score -2323952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2323957.500000 Penalty: 4874.478516
	Iteration 39Q: 3 clusters Score -2323958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2323955.750000 Penalty: 4874.478516
	Iteration 40F: 3 clusters Score -2323956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2323955.250000 Penalty: 4874.478516
	Iteration 41Q: 3 clusters Score -2323955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2323953.500000 Penalty: 4874.478516
	Iteration 42Q: 3 clusters Score -2323954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2323954.750000 Penalty: 4874.478516
	Iteration 43Q: 3 clusters Score -2323955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2323954.750000 Penalty: 4874.478516
	Iteration 44F: 3 clusters Score -2323955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (320505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320505 members 
Entering Unmasked Estep 
Score: -39689036.000000 Penalty: 3144.058105
	Iteration 0F: 2 clusters Score -3.968904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160395 members 
Mstep: Class 2 contains 160110 members 
Entering Unmasked Estep 
Score: -39498444.000000 Penalty: 6288.116211
	Iteration 0F: 3 clusters Score -3.949844e+07 nChanged 155209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166512 members 
Mstep: Class 2 contains 153993 members 
Entering Unmasked Estep 
Score: -39589552.000000 Penalty: 6288.116211
	Iteration 1F: 3 clusters Score -3.958955e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169905 members 
Mstep: Class 2 contains 150600 members 
Entering Unmasked Estep 
Score: -39591320.000000 Penalty: 6288.116211
	Iteration 2Q: 3 clusters Score -3.959132e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175106 members 
Mstep: Class 2 contains 145399 members 
Entering Unmasked Estep 
Score: -39593412.000000 Penalty: 6288.116211
	Iteration 3Q: 3 clusters Score -3.959341e+07 nChanged 10515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182681 members 
Mstep: Class 2 contains 137824 members 
Entering Unmasked Estep 
Score: -39596600.000000 Penalty: 6288.116211
	Iteration 4Q: 3 clusters Score -3.95966e+07 nChanged 13171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193698 members 
Mstep: Class 2 contains 126807 members 
Entering Unmasked Estep 
Score: -39601960.000000 Penalty: 6288.116211
	Iteration 5Q: 3 clusters Score -3.960196e+07 nChanged 17001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209265 members 
Mstep: Class 2 contains 111240 members 
Entering Unmasked Estep 
Score: -39610880.000000 Penalty: 6288.116211
	Iteration 6F: 3 clusters Score -3.961088e+07 nChanged 21228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229609 members 
Mstep: Class 2 contains 90896 members 
Entering Unmasked Estep 
Score: -39624820.000000 Penalty: 6288.116211
	Iteration 7F: 3 clusters Score -3.962482e+07 nChanged 24119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253184 members 
Mstep: Class 2 contains 67321 members 
Entering Unmasked Estep 
Score: -39644028.000000 Penalty: 6288.116211
	Iteration 8F: 3 clusters Score -3.964403e+07 nChanged 21957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274679 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -39661860.000000 Penalty: 6288.116211
	Iteration 9F: 3 clusters Score -3.966186e+07 nChanged 15863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289948 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -39673992.000000 Penalty: 6288.116211
	Iteration 10Q: 3 clusters Score -3.967399e+07 nChanged 10245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299529 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -39681132.000000 Penalty: 6288.116211
	Iteration 11Q: 3 clusters Score -3.968113e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305308 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -39684812.000000 Penalty: 6288.116211
	Iteration 12Q: 3 clusters Score -3.968481e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309024 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -39686360.000000 Penalty: 6288.116211
	Iteration 13Q: 3 clusters Score -3.968636e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311537 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -39687144.000000 Penalty: 6288.116211
	Iteration 14Q: 3 clusters Score -3.968714e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313307 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -39687544.000000 Penalty: 6288.116211
	Iteration 15Q: 3 clusters Score -3.968754e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314572 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -39687764.000000 Penalty: 6288.116211
	Iteration 16Q: 3 clusters Score -3.968776e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315531 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -39687724.000000 Penalty: 6288.116211
	Iteration 17Q: 3 clusters Score -3.968772e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316244 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -39687656.000000 Penalty: 6288.116211
	Iteration 18Q: 3 clusters Score -3.968766e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316804 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -39687688.000000 Penalty: 6288.116211
	Iteration 19Q: 3 clusters Score -3.968769e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317214 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -39687728.000000 Penalty: 6288.116211
	Iteration 20F: 3 clusters Score -3.968773e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317538 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -39687672.000000 Penalty: 6288.116211
	Iteration 21Q: 3 clusters Score -3.968767e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317799 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -39687672.000000 Penalty: 6288.116211
	Iteration 22Q: 3 clusters Score -3.968767e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317974 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -39687660.000000 Penalty: 6288.116211
	Iteration 23Q: 3 clusters Score -3.968766e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318108 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -39687636.000000 Penalty: 6288.116211
	Iteration 24Q: 3 clusters Score -3.968764e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318226 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -39687640.000000 Penalty: 6288.116211
	Iteration 25Q: 3 clusters Score -3.968764e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318326 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -39687560.000000 Penalty: 6288.116211
	Iteration 26Q: 3 clusters Score -3.968756e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318414 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -39687588.000000 Penalty: 6288.116211
	Iteration 27Q: 3 clusters Score -3.968759e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318462 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -39687576.000000 Penalty: 6288.116211
	Iteration 28Q: 3 clusters Score -3.968758e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318505 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -39687544.000000 Penalty: 6288.116211
	Iteration 29Q: 3 clusters Score -3.968754e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318546 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -39687572.000000 Penalty: 6288.116211
	Iteration 30Q: 3 clusters Score -3.968757e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318577 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -39687572.000000 Penalty: 6288.116211
	Iteration 31Q: 3 clusters Score -3.968757e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318610 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -39687580.000000 Penalty: 6288.116211
	Iteration 32Q: 3 clusters Score -3.968758e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318638 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -39687568.000000 Penalty: 6288.116211
	Iteration 33Q: 3 clusters Score -3.968757e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318657 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -39687568.000000 Penalty: 6288.116211
	Iteration 34Q: 3 clusters Score -3.968757e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318679 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -39687544.000000 Penalty: 6288.116211
	Iteration 35Q: 3 clusters Score -3.968754e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318698 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -39687576.000000 Penalty: 6288.116211
	Iteration 36Q: 3 clusters Score -3.968758e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318716 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -39687532.000000 Penalty: 6288.116211
	Iteration 37Q: 3 clusters Score -3.968753e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318738 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -39687528.000000 Penalty: 6288.116211
	Iteration 38Q: 3 clusters Score -3.968753e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318758 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -39687564.000000 Penalty: 6288.116211
	Iteration 39Q: 3 clusters Score -3.968756e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318776 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -39687584.000000 Penalty: 6288.116211
	Iteration 40F: 3 clusters Score -3.968758e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318793 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -39687608.000000 Penalty: 6288.116211
	Iteration 41Q: 3 clusters Score -3.968761e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318805 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -39687640.000000 Penalty: 6288.116211
	Iteration 42Q: 3 clusters Score -3.968764e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318813 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -39687632.000000 Penalty: 6288.116211
	Iteration 43Q: 3 clusters Score -3.968763e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318821 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -39687624.000000 Penalty: 6288.116211
	Iteration 44Q: 3 clusters Score -3.968762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318827 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -39687620.000000 Penalty: 6288.116211
	Iteration 45Q: 3 clusters Score -3.968762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318835 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -39687640.000000 Penalty: 6288.116211
	Iteration 46Q: 3 clusters Score -3.968764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318838 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -39687632.000000 Penalty: 6288.116211
	Iteration 47Q: 3 clusters Score -3.968763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318842 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -39687656.000000 Penalty: 6288.116211
	Iteration 48Q: 3 clusters Score -3.968766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318845 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -39687652.000000 Penalty: 6288.116211
	Iteration 49Q: 3 clusters Score -3.968765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318851 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -39687628.000000 Penalty: 6288.116211
	Iteration 50Q: 3 clusters Score -3.968763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318860 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -39687656.000000 Penalty: 6288.116211
	Iteration 51Q: 3 clusters Score -3.968766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318864 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -39687672.000000 Penalty: 6288.116211
	Iteration 52Q: 3 clusters Score -3.968767e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318867 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -39687680.000000 Penalty: 6288.116211
	Iteration 53Q: 3 clusters Score -3.968768e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318872 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -39687668.000000 Penalty: 6288.116211
	Iteration 54Q: 3 clusters Score -3.968767e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318883 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -39687644.000000 Penalty: 6288.116211
	Iteration 55Q: 3 clusters Score -3.968764e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318889 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -39687688.000000 Penalty: 6288.116211
	Iteration 56Q: 3 clusters Score -3.968769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318891 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -39687668.000000 Penalty: 6288.116211
	Iteration 57Q: 3 clusters Score -3.968767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318893 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -39687672.000000 Penalty: 6288.116211
	Iteration 58Q: 3 clusters Score -3.968767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318893 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -39687672.000000 Penalty: 6288.116211
	Iteration 59Q: 3 clusters Score -3.968767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318892 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -39687656.000000 Penalty: 6288.116211
	Iteration 60F: 3 clusters Score -3.968766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Entering Unmasked Estep 
Score: -509995.343750 Penalty: 2078.523926
	Iteration 0F: 2 clusters Score -509995.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -505900.281250 Penalty: 4157.047852
	Iteration 0F: 3 clusters Score -505900.3 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -506847.781250 Penalty: 4157.047852
	Iteration 1F: 3 clusters Score -506847.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -507079.500000 Penalty: 4157.047852
	Iteration 2F: 3 clusters Score -507079.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -507267.593750 Penalty: 4157.047852
	Iteration 3F: 3 clusters Score -507267.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -507412.031250 Penalty: 4157.047852
	Iteration 4Q: 3 clusters Score -507412 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -507537.031250 Penalty: 4157.047852
	Iteration 5Q: 3 clusters Score -507537 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -507622.281250 Penalty: 4157.047852
	Iteration 6Q: 3 clusters Score -507622.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -507694.750000 Penalty: 4157.047852
	Iteration 7Q: 3 clusters Score -507694.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -507776.250000 Penalty: 4157.047852
	Iteration 8Q: 3 clusters Score -507776.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -507845.281250 Penalty: 4157.047852
	Iteration 9Q: 3 clusters Score -507845.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -507903.687500 Penalty: 4157.047852
	Iteration 10Q: 3 clusters Score -507903.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -507957.375000 Penalty: 4157.047852
	Iteration 11Q: 3 clusters Score -507957.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -508010.937500 Penalty: 4157.047852
	Iteration 12Q: 3 clusters Score -508010.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -508063.093750 Penalty: 4157.047852
	Iteration 13Q: 3 clusters Score -508063.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -508115.406250 Penalty: 4157.047852
	Iteration 14Q: 3 clusters Score -508115.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -508157.187500 Penalty: 4157.047852
	Iteration 15Q: 3 clusters Score -508157.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -508204.156250 Penalty: 4157.047852
	Iteration 16Q: 3 clusters Score -508204.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -508256.781250 Penalty: 4157.047852
	Iteration 17Q: 3 clusters Score -508256.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -508301.718750 Penalty: 4157.047852
	Iteration 18Q: 3 clusters Score -508301.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -508335.781250 Penalty: 4157.047852
	Iteration 19Q: 3 clusters Score -508335.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -508365.250000 Penalty: 4157.047852
	Iteration 20F: 3 clusters Score -508365.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -508396.156250 Penalty: 4157.047852
	Iteration 21Q: 3 clusters Score -508396.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -508419.093750 Penalty: 4157.047852
	Iteration 22Q: 3 clusters Score -508419.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -508436.031250 Penalty: 4157.047852
	Iteration 23Q: 3 clusters Score -508436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -508454.312500 Penalty: 4157.047852
	Iteration 24Q: 3 clusters Score -508454.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -508464.031250 Penalty: 4157.047852
	Iteration 25Q: 3 clusters Score -508464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -508477.312500 Penalty: 4157.047852
	Iteration 26Q: 3 clusters Score -508477.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -508496.125000 Penalty: 4157.047852
	Iteration 27Q: 3 clusters Score -508496.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -508510.437500 Penalty: 4157.047852
	Iteration 28Q: 3 clusters Score -508510.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -508532.468750 Penalty: 4157.047852
	Iteration 29Q: 3 clusters Score -508532.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -508567.875000 Penalty: 4157.047852
	Iteration 30Q: 3 clusters Score -508567.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -508601.406250 Penalty: 4157.047852
	Iteration 31Q: 3 clusters Score -508601.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -508630.906250 Penalty: 4157.047852
	Iteration 32Q: 3 clusters Score -508630.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -508648.500000 Penalty: 4157.047852
	Iteration 33Q: 3 clusters Score -508648.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -508662.281250 Penalty: 4157.047852
	Iteration 34Q: 3 clusters Score -508662.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -508671.843750 Penalty: 4157.047852
	Iteration 35Q: 3 clusters Score -508671.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -508682.281250 Penalty: 4157.047852
	Iteration 36Q: 3 clusters Score -508682.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -508696.093750 Penalty: 4157.047852
	Iteration 37Q: 3 clusters Score -508696.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -508704.968750 Penalty: 4157.047852
	Iteration 38Q: 3 clusters Score -508705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -508709.687500 Penalty: 4157.047852
	Iteration 39Q: 3 clusters Score -508709.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -508725.718750 Penalty: 4157.047852
	Iteration 40F: 3 clusters Score -508725.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -508740.593750 Penalty: 4157.047852
	Iteration 41Q: 3 clusters Score -508740.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -508758.531250 Penalty: 4157.047852
	Iteration 42Q: 3 clusters Score -508758.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -508772.968750 Penalty: 4157.047852
	Iteration 43Q: 3 clusters Score -508773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -508787.031250 Penalty: 4157.047852
	Iteration 44Q: 3 clusters Score -508787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -508797.437500 Penalty: 4157.047852
	Iteration 45Q: 3 clusters Score -508797.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -508802.968750 Penalty: 4157.047852
	Iteration 46Q: 3 clusters Score -508803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -508805.937500 Penalty: 4157.047852
	Iteration 47Q: 3 clusters Score -508805.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -508809.312500 Penalty: 4157.047852
	Iteration 48Q: 3 clusters Score -508809.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -508809.437500 Penalty: 4157.047852
	Iteration 49Q: 3 clusters Score -508809.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -508811.531250 Penalty: 4157.047852
	Iteration 50Q: 3 clusters Score -508811.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -508811.531250 Penalty: 4157.047852
	Iteration 51F: 3 clusters Score -508811.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Entering Unmasked Estep 
Score: -1319207.750000 Penalty: 2306.512939
	Iteration 0F: 2 clusters Score -1319208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1310887.000000 Penalty: 4613.025879
	Iteration 0F: 3 clusters Score -1310887 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1313448.375000 Penalty: 4613.025879
	Iteration 1F: 3 clusters Score -1313448 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1313905.375000 Penalty: 4613.025879
	Iteration 2F: 3 clusters Score -1313905 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1314346.375000 Penalty: 4613.025879
	Iteration 3F: 3 clusters Score -1314346 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1314788.875000 Penalty: 4613.025879
	Iteration 4F: 3 clusters Score -1314789 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1315201.875000 Penalty: 4613.025879
	Iteration 5F: 3 clusters Score -1315202 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1315556.625000 Penalty: 4613.025879
	Iteration 6F: 3 clusters Score -1315557 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1315818.125000 Penalty: 4613.025879
	Iteration 7Q: 3 clusters Score -1315818 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1316013.500000 Penalty: 4613.025879
	Iteration 8Q: 3 clusters Score -1316014 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1316165.375000 Penalty: 4613.025879
	Iteration 9Q: 3 clusters Score -1316165 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1316267.500000 Penalty: 4613.025879
	Iteration 10Q: 3 clusters Score -1316268 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1316351.750000 Penalty: 4613.025879
	Iteration 11Q: 3 clusters Score -1316352 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1316417.625000 Penalty: 4613.025879
	Iteration 12Q: 3 clusters Score -1316418 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1316484.500000 Penalty: 4613.025879
	Iteration 13Q: 3 clusters Score -1316484 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1316534.375000 Penalty: 4613.025879
	Iteration 14Q: 3 clusters Score -1316534 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1316579.000000 Penalty: 4613.025879
	Iteration 15Q: 3 clusters Score -1316579 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1316634.750000 Penalty: 4613.025879
	Iteration 16Q: 3 clusters Score -1316635 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1316677.000000 Penalty: 4613.025879
	Iteration 17Q: 3 clusters Score -1316677 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1316720.125000 Penalty: 4613.025879
	Iteration 18Q: 3 clusters Score -1316720 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1316767.625000 Penalty: 4613.025879
	Iteration 19Q: 3 clusters Score -1316768 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1316813.750000 Penalty: 4613.025879
	Iteration 20F: 3 clusters Score -1316814 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1316851.875000 Penalty: 4613.025879
	Iteration 21Q: 3 clusters Score -1316852 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1316895.875000 Penalty: 4613.025879
	Iteration 22Q: 3 clusters Score -1316896 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1316934.125000 Penalty: 4613.025879
	Iteration 23Q: 3 clusters Score -1316934 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1316976.125000 Penalty: 4613.025879
	Iteration 24Q: 3 clusters Score -1316976 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1317014.250000 Penalty: 4613.025879
	Iteration 25Q: 3 clusters Score -1317014 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1317046.500000 Penalty: 4613.025879
	Iteration 26Q: 3 clusters Score -1317046 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1317073.250000 Penalty: 4613.025879
	Iteration 27Q: 3 clusters Score -1317073 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1317096.250000 Penalty: 4613.025879
	Iteration 28Q: 3 clusters Score -1317096 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1317116.500000 Penalty: 4613.025879
	Iteration 29Q: 3 clusters Score -1317116 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1317141.125000 Penalty: 4613.025879
	Iteration 30Q: 3 clusters Score -1317141 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1317172.125000 Penalty: 4613.025879
	Iteration 31Q: 3 clusters Score -1317172 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1317198.250000 Penalty: 4613.025879
	Iteration 32Q: 3 clusters Score -1317198 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1317226.250000 Penalty: 4613.025879
	Iteration 33Q: 3 clusters Score -1317226 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1317243.875000 Penalty: 4613.025879
	Iteration 34Q: 3 clusters Score -1317244 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1317268.625000 Penalty: 4613.025879
	Iteration 35Q: 3 clusters Score -1317269 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1317292.125000 Penalty: 4613.025879
	Iteration 36Q: 3 clusters Score -1317292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1317308.375000 Penalty: 4613.025879
	Iteration 37Q: 3 clusters Score -1317308 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1317336.875000 Penalty: 4613.025879
	Iteration 38Q: 3 clusters Score -1317337 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1317349.000000 Penalty: 4613.025879
	Iteration 39Q: 3 clusters Score -1317349 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1317366.250000 Penalty: 4613.025879
	Iteration 40F: 3 clusters Score -1317366 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1317377.125000 Penalty: 4613.025879
	Iteration 41Q: 3 clusters Score -1317377 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1317381.000000 Penalty: 4613.025879
	Iteration 42Q: 3 clusters Score -1317381 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1317396.625000 Penalty: 4613.025879
	Iteration 43Q: 3 clusters Score -1317397 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1317406.375000 Penalty: 4613.025879
	Iteration 44Q: 3 clusters Score -1317406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1317411.250000 Penalty: 4613.025879
	Iteration 45Q: 3 clusters Score -1317411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1317421.875000 Penalty: 4613.025879
	Iteration 46Q: 3 clusters Score -1317422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1317429.500000 Penalty: 4613.025879
	Iteration 47Q: 3 clusters Score -1317430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1317436.125000 Penalty: 4613.025879
	Iteration 48Q: 3 clusters Score -1317436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1317443.625000 Penalty: 4613.025879
	Iteration 49Q: 3 clusters Score -1317444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1317453.375000 Penalty: 4613.025879
	Iteration 50Q: 3 clusters Score -1317453 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1317466.125000 Penalty: 4613.025879
	Iteration 51Q: 3 clusters Score -1317466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1317471.375000 Penalty: 4613.025879
	Iteration 52Q: 3 clusters Score -1317471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1317478.125000 Penalty: 4613.025879
	Iteration 53Q: 3 clusters Score -1317478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1317484.250000 Penalty: 4613.025879
	Iteration 54Q: 3 clusters Score -1317484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1317484.750000 Penalty: 4613.025879
	Iteration 55Q: 3 clusters Score -1317485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1317492.000000 Penalty: 4613.025879
	Iteration 56Q: 3 clusters Score -1317492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1317498.375000 Penalty: 4613.025879
	Iteration 57Q: 3 clusters Score -1317498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1317500.625000 Penalty: 4613.025879
	Iteration 58Q: 3 clusters Score -1317501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1317501.500000 Penalty: 4613.025879
	Iteration 59Q: 3 clusters Score -1317502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1317504.125000 Penalty: 4613.025879
	Iteration 60F: 3 clusters Score -1317504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1317512.250000 Penalty: 4613.025879
	Iteration 61Q: 3 clusters Score -1317512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1317511.375000 Penalty: 4613.025879
	Iteration 62Q: 3 clusters Score -1317511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1317517.750000 Penalty: 4613.025879
	Iteration 63Q: 3 clusters Score -1317518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1317520.125000 Penalty: 4613.025879
	Iteration 64Q: 3 clusters Score -1317520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1317519.375000 Penalty: 4613.025879
	Iteration 65Q: 3 clusters Score -1317519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1317521.000000 Penalty: 4613.025879
	Iteration 66Q: 3 clusters Score -1317521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1317522.875000 Penalty: 4613.025879
	Iteration 67Q: 3 clusters Score -1317523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1317528.875000 Penalty: 4613.025879
	Iteration 68Q: 3 clusters Score -1317529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1317527.875000 Penalty: 4613.025879
	Iteration 69Q: 3 clusters Score -1317528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1317528.250000 Penalty: 4613.025879
	Iteration 70Q: 3 clusters Score -1317528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1317528.250000 Penalty: 4613.025879
	Iteration 71F: 3 clusters Score -1317528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (65129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65129 members 
Entering Unmasked Estep 
Score: -8173814.000000 Penalty: 2748.863037
	Iteration 0F: 2 clusters Score -8173814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -8130041.500000 Penalty: 5497.726074
	Iteration 0F: 3 clusters Score -8130042 nChanged 30591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -8147239.000000 Penalty: 5497.726074
	Iteration 1F: 3 clusters Score -8147239 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -8147939.000000 Penalty: 5497.726074
	Iteration 2Q: 3 clusters Score -8147939 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -8148690.500000 Penalty: 5497.726074
	Iteration 3Q: 3 clusters Score -8148690 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -8149835.000000 Penalty: 5497.726074
	Iteration 4Q: 3 clusters Score -8149835 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -8151707.000000 Penalty: 5497.726074
	Iteration 5F: 3 clusters Score -8151707 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -8154601.500000 Penalty: 5497.726074
	Iteration 6F: 3 clusters Score -8154602 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -8158691.000000 Penalty: 5497.726074
	Iteration 7F: 3 clusters Score -8158691 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -8163099.000000 Penalty: 5497.726074
	Iteration 8F: 3 clusters Score -8163099 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 54112 members 
Entering Unmasked Estep 
Score: -8166783.000000 Penalty: 5497.726074
	Iteration 9F: 3 clusters Score -8166783 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
Score: -8168938.500000 Penalty: 5497.726074
	Iteration 10Q: 3 clusters Score -8168938 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -8169907.500000 Penalty: 5497.726074
	Iteration 11Q: 3 clusters Score -8169908 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 57403 members 
Entering Unmasked Estep 
Score: -8170352.500000 Penalty: 5497.726074
	Iteration 12Q: 3 clusters Score -8170352 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 58011 members 
Entering Unmasked Estep 
Score: -8170630.500000 Penalty: 5497.726074
	Iteration 13Q: 3 clusters Score -8170630 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 58493 members 
Entering Unmasked Estep 
Score: -8170833.000000 Penalty: 5497.726074
	Iteration 14Q: 3 clusters Score -8170833 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 58936 members 
Entering Unmasked Estep 
Score: -8171006.500000 Penalty: 5497.726074
	Iteration 15Q: 3 clusters Score -8171006 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 59335 members 
Entering Unmasked Estep 
Score: -8171097.500000 Penalty: 5497.726074
	Iteration 16Q: 3 clusters Score -8171098 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
Score: -8171280.000000 Penalty: 5497.726074
	Iteration 17Q: 3 clusters Score -8171280 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 60058 members 
Entering Unmasked Estep 
Score: -8171389.000000 Penalty: 5497.726074
	Iteration 18Q: 3 clusters Score -8171389 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 60382 members 
Entering Unmasked Estep 
Score: -8171488.500000 Penalty: 5497.726074
	Iteration 19Q: 3 clusters Score -8171488 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -8171588.000000 Penalty: 5497.726074
	Iteration 20F: 3 clusters Score -8171588 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -8171676.500000 Penalty: 5497.726074
	Iteration 21Q: 3 clusters Score -8171676 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 61134 members 
Entering Unmasked Estep 
Score: -8171721.000000 Penalty: 5497.726074
	Iteration 22Q: 3 clusters Score -8171721 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 61332 members 
Entering Unmasked Estep 
Score: -8171813.000000 Penalty: 5497.726074
	Iteration 23Q: 3 clusters Score -8171813 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 61536 members 
Entering Unmasked Estep 
Score: -8171879.500000 Penalty: 5497.726074
	Iteration 24Q: 3 clusters Score -8171880 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 61693 members 
Entering Unmasked Estep 
Score: -8171918.500000 Penalty: 5497.726074
	Iteration 25Q: 3 clusters Score -8171918 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
Score: -8171967.000000 Penalty: 5497.726074
	Iteration 26Q: 3 clusters Score -8171967 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 61961 members 
Entering Unmasked Estep 
Score: -8171992.000000 Penalty: 5497.726074
	Iteration 27Q: 3 clusters Score -8171992 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 62064 members 
Entering Unmasked Estep 
Score: -8172052.500000 Penalty: 5497.726074
	Iteration 28Q: 3 clusters Score -8172052 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 62166 members 
Entering Unmasked Estep 
Score: -8172093.000000 Penalty: 5497.726074
	Iteration 29Q: 3 clusters Score -8172093 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 62268 members 
Entering Unmasked Estep 
Score: -8172117.000000 Penalty: 5497.726074
	Iteration 30Q: 3 clusters Score -8172117 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -8172155.000000 Penalty: 5497.726074
	Iteration 31Q: 3 clusters Score -8172155 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
Score: -8172174.500000 Penalty: 5497.726074
	Iteration 32Q: 3 clusters Score -8172174 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 62487 members 
Entering Unmasked Estep 
Score: -8172196.000000 Penalty: 5497.726074
	Iteration 33Q: 3 clusters Score -8172196 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 62541 members 
Entering Unmasked Estep 
Score: -8172195.500000 Penalty: 5497.726074
	Iteration 34Q: 3 clusters Score -8172196 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 62593 members 
Entering Unmasked Estep 
Score: -8172219.000000 Penalty: 5497.726074
	Iteration 35Q: 3 clusters Score -8172219 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 62643 members 
Entering Unmasked Estep 
Score: -8172232.000000 Penalty: 5497.726074
	Iteration 36Q: 3 clusters Score -8172232 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -8172239.500000 Penalty: 5497.726074
	Iteration 37Q: 3 clusters Score -8172240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -8172257.000000 Penalty: 5497.726074
	Iteration 38Q: 3 clusters Score -8172257 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 62727 members 
Entering Unmasked Estep 
Score: -8172258.000000 Penalty: 5497.726074
	Iteration 39Q: 3 clusters Score -8172258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 62746 members 
Entering Unmasked Estep 
Score: -8172268.500000 Penalty: 5497.726074
	Iteration 40F: 3 clusters Score -8172268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 62774 members 
Entering Unmasked Estep 
Score: -8172276.500000 Penalty: 5497.726074
	Iteration 41Q: 3 clusters Score -8172276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -8172279.500000 Penalty: 5497.726074
	Iteration 42Q: 3 clusters Score -8172280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 62829 members 
Entering Unmasked Estep 
Score: -8172289.500000 Penalty: 5497.726074
	Iteration 43Q: 3 clusters Score -8172290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -8172279.500000 Penalty: 5497.726074
	Iteration 44Q: 3 clusters Score -8172280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -8172310.000000 Penalty: 5497.726074
	Iteration 45Q: 3 clusters Score -8172310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
Score: -8172286.500000 Penalty: 5497.726074
	Iteration 46Q: 3 clusters Score -8172286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 62889 members 
Entering Unmasked Estep 
Score: -8172301.000000 Penalty: 5497.726074
	Iteration 47Q: 3 clusters Score -8172301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 62904 members 
Entering Unmasked Estep 
Score: -8172303.500000 Penalty: 5497.726074
	Iteration 48Q: 3 clusters Score -8172304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -8172307.500000 Penalty: 5497.726074
	Iteration 49Q: 3 clusters Score -8172308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -8172316.500000 Penalty: 5497.726074
	Iteration 50Q: 3 clusters Score -8172316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 62945 members 
Entering Unmasked Estep 
Score: -8172324.000000 Penalty: 5497.726074
	Iteration 51Q: 3 clusters Score -8172324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 62954 members 
Entering Unmasked Estep 
Score: -8172323.000000 Penalty: 5497.726074
	Iteration 52Q: 3 clusters Score -8172323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 62969 members 
Entering Unmasked Estep 
Score: -8172318.500000 Penalty: 5497.726074
	Iteration 53Q: 3 clusters Score -8172318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 62982 members 
Entering Unmasked Estep 
Score: -8172321.500000 Penalty: 5497.726074
	Iteration 54Q: 3 clusters Score -8172322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -8172332.500000 Penalty: 5497.726074
	Iteration 55Q: 3 clusters Score -8172332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
Score: -8172336.000000 Penalty: 5497.726074
	Iteration 56Q: 3 clusters Score -8172336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 63005 members 
Entering Unmasked Estep 
Score: -8172335.000000 Penalty: 5497.726074
	Iteration 57Q: 3 clusters Score -8172335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 63011 members 
Entering Unmasked Estep 
Score: -8172335.500000 Penalty: 5497.726074
	Iteration 58Q: 3 clusters Score -8172336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 63015 members 
Entering Unmasked Estep 
Score: -8172335.500000 Penalty: 5497.726074
	Iteration 59Q: 3 clusters Score -8172336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 63014 members 
Entering Unmasked Estep 
Score: -8172333.500000 Penalty: 5497.726074
	Iteration 60F: 3 clusters Score -8172334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 63015 members 
Entering Unmasked Estep 
Score: -8172333.500000 Penalty: 5497.726074
	Iteration 61Q: 3 clusters Score -8172334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 63015 members 
Entering Unmasked Estep 
Score: -8172333.500000 Penalty: 5497.726074
	Iteration 62F: 3 clusters Score -8172334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (58085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Entering Unmasked Estep 
Score: -7025238.500000 Penalty: 2720.476318
	Iteration 0F: 2 clusters Score -7025238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -6986543.500000 Penalty: 5440.952637
	Iteration 0F: 3 clusters Score -6986544 nChanged 26999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -7002701.000000 Penalty: 5440.952637
	Iteration 1F: 3 clusters Score -7002701 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -7004768.000000 Penalty: 5440.952637
	Iteration 2F: 3 clusters Score -7004768 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -7007249.500000 Penalty: 5440.952637
	Iteration 3F: 3 clusters Score -7007250 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -7009910.000000 Penalty: 5440.952637
	Iteration 4F: 3 clusters Score -7009910 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -7012396.000000 Penalty: 5440.952637
	Iteration 5F: 3 clusters Score -7012396 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -7014553.500000 Penalty: 5440.952637
	Iteration 6F: 3 clusters Score -7014554 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -7016391.000000 Penalty: 5440.952637
	Iteration 7F: 3 clusters Score -7016391 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -7017822.500000 Penalty: 5440.952637
	Iteration 8Q: 3 clusters Score -7017822 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -7019085.000000 Penalty: 5440.952637
	Iteration 9Q: 3 clusters Score -7019085 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -7020252.000000 Penalty: 5440.952637
	Iteration 10Q: 3 clusters Score -7020252 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -7021382.500000 Penalty: 5440.952637
	Iteration 11Q: 3 clusters Score -7021382 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -7022559.500000 Penalty: 5440.952637
	Iteration 12Q: 3 clusters Score -7022560 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -7023625.000000 Penalty: 5440.952637
	Iteration 13Q: 3 clusters Score -7023625 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -7024580.000000 Penalty: 5440.952637
	Iteration 14Q: 3 clusters Score -7024580 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -7025330.000000 Penalty: 5440.952637
	Iteration 15Q: 3 clusters Score -7025330 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -7025885.000000 Penalty: 5440.952637
	Iteration 16Q: 3 clusters Score -7025885 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -7026207.500000 Penalty: 5440.952637
	Iteration 17Q: 3 clusters Score -7026208 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -7026440.000000 Penalty: 5440.952637
	Iteration 18Q: 3 clusters Score -7026440 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -7026495.500000 Penalty: 5440.952637
	Iteration 19Q: 3 clusters Score -7026496 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -7026591.000000 Penalty: 5440.952637
	Iteration 20F: 3 clusters Score -7026591 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -7026640.500000 Penalty: 5440.952637
	Iteration 21Q: 3 clusters Score -7026640 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -7026690.000000 Penalty: 5440.952637
	Iteration 22Q: 3 clusters Score -7026690 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -7026764.500000 Penalty: 5440.952637
	Iteration 23Q: 3 clusters Score -7026764 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -7026796.500000 Penalty: 5440.952637
	Iteration 24Q: 3 clusters Score -7026796 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -7026812.500000 Penalty: 5440.952637
	Iteration 25Q: 3 clusters Score -7026812 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -7026834.000000 Penalty: 5440.952637
	Iteration 26Q: 3 clusters Score -7026834 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -7026827.000000 Penalty: 5440.952637
	Iteration 27Q: 3 clusters Score -7026827 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -7026826.000000 Penalty: 5440.952637
	Iteration 28Q: 3 clusters Score -7026826 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -7026826.500000 Penalty: 5440.952637
	Iteration 29Q: 3 clusters Score -7026826 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -7026826.000000 Penalty: 5440.952637
	Iteration 30Q: 3 clusters Score -7026826 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -7026825.500000 Penalty: 5440.952637
	Iteration 31Q: 3 clusters Score -7026826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -7026826.500000 Penalty: 5440.952637
	Iteration 32Q: 3 clusters Score -7026826 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -7026828.000000 Penalty: 5440.952637
	Iteration 33Q: 3 clusters Score -7026828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -7026817.000000 Penalty: 5440.952637
	Iteration 34Q: 3 clusters Score -7026817 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -7026811.000000 Penalty: 5440.952637
	Iteration 35Q: 3 clusters Score -7026811 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -7026822.500000 Penalty: 5440.952637
	Iteration 36Q: 3 clusters Score -7026822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -7026829.000000 Penalty: 5440.952637
	Iteration 37Q: 3 clusters Score -7026829 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -7026839.000000 Penalty: 5440.952637
	Iteration 38Q: 3 clusters Score -7026839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -7026842.500000 Penalty: 5440.952637
	Iteration 39Q: 3 clusters Score -7026842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -7026829.000000 Penalty: 5440.952637
	Iteration 40F: 3 clusters Score -7026829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -7026829.500000 Penalty: 5440.952637
	Iteration 41Q: 3 clusters Score -7026830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -7026827.500000 Penalty: 5440.952637
	Iteration 42Q: 3 clusters Score -7026828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -7026824.000000 Penalty: 5440.952637
	Iteration 43Q: 3 clusters Score -7026824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -7026819.500000 Penalty: 5440.952637
	Iteration 44Q: 3 clusters Score -7026820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -7026828.000000 Penalty: 5440.952637
	Iteration 45Q: 3 clusters Score -7026828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -7026843.500000 Penalty: 5440.952637
	Iteration 46Q: 3 clusters Score -7026844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -7026824.000000 Penalty: 5440.952637
	Iteration 47Q: 3 clusters Score -7026824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -7026827.000000 Penalty: 5440.952637
	Iteration 48Q: 3 clusters Score -7026827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -7026819.500000 Penalty: 5440.952637
	Iteration 49Q: 3 clusters Score -7026820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -7026824.500000 Penalty: 5440.952637
	Iteration 50Q: 3 clusters Score -7026824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -7026827.000000 Penalty: 5440.952637
	Iteration 51Q: 3 clusters Score -7026827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -7026830.000000 Penalty: 5440.952637
	Iteration 52Q: 3 clusters Score -7026830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -7026835.000000 Penalty: 5440.952637
	Iteration 53Q: 3 clusters Score -7026835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -7026826.500000 Penalty: 5440.952637
	Iteration 54Q: 3 clusters Score -7026826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -7026833.000000 Penalty: 5440.952637
	Iteration 55Q: 3 clusters Score -7026833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -7026841.000000 Penalty: 5440.952637
	Iteration 56Q: 3 clusters Score -7026841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -7026834.000000 Penalty: 5440.952637
	Iteration 57Q: 3 clusters Score -7026834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -7026848.000000 Penalty: 5440.952637
	Iteration 58Q: 3 clusters Score -7026848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -7026847.500000 Penalty: 5440.952637
	Iteration 59Q: 3 clusters Score -7026848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -7026847.500000 Penalty: 5440.952637
	Iteration 60F: 3 clusters Score -7026848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -7026844.500000 Penalty: 5440.952637
	Iteration 61Q: 3 clusters Score -7026844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -7026838.500000 Penalty: 5440.952637
	Iteration 62Q: 3 clusters Score -7026838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -7026832.000000 Penalty: 5440.952637
	Iteration 63Q: 3 clusters Score -7026832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -7026827.500000 Penalty: 5440.952637
	Iteration 64Q: 3 clusters Score -7026828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -7026835.500000 Penalty: 5440.952637
	Iteration 65Q: 3 clusters Score -7026836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -7026837.500000 Penalty: 5440.952637
	Iteration 66Q: 3 clusters Score -7026838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -7026835.000000 Penalty: 5440.952637
	Iteration 67Q: 3 clusters Score -7026835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -7026832.500000 Penalty: 5440.952637
	Iteration 68Q: 3 clusters Score -7026832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -7026840.000000 Penalty: 5440.952637
	Iteration 69Q: 3 clusters Score -7026840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -7026851.000000 Penalty: 5440.952637
	Iteration 70Q: 3 clusters Score -7026851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -7026844.000000 Penalty: 5440.952637
	Iteration 71Q: 3 clusters Score -7026844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -7026837.000000 Penalty: 5440.952637
	Iteration 72Q: 3 clusters Score -7026837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -7026848.500000 Penalty: 5440.952637
	Iteration 73Q: 3 clusters Score -7026848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -7026835.000000 Penalty: 5440.952637
	Iteration 74Q: 3 clusters Score -7026835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -7026838.500000 Penalty: 5440.952637
	Iteration 75Q: 3 clusters Score -7026838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -7026833.000000 Penalty: 5440.952637
	Iteration 76Q: 3 clusters Score -7026833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -7026837.000000 Penalty: 5440.952637
	Iteration 77Q: 3 clusters Score -7026837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -7026833.500000 Penalty: 5440.952637
	Iteration 78Q: 3 clusters Score -7026834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -7026837.000000 Penalty: 5440.952637
	Iteration 79Q: 3 clusters Score -7026837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -7026839.000000 Penalty: 5440.952637
	Iteration 80F: 3 clusters Score -7026839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -7026837.000000 Penalty: 5440.952637
	Iteration 81Q: 3 clusters Score -7026837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -7026838.000000 Penalty: 5440.952637
	Iteration 82Q: 3 clusters Score -7026838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -7026840.500000 Penalty: 5440.952637
	Iteration 83Q: 3 clusters Score -7026840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -7026845.000000 Penalty: 5440.952637
	Iteration 84Q: 3 clusters Score -7026845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -7026848.000000 Penalty: 5440.952637
	Iteration 85Q: 3 clusters Score -7026848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -7026843.000000 Penalty: 5440.952637
	Iteration 86Q: 3 clusters Score -7026843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -7026849.500000 Penalty: 5440.952637
	Iteration 87Q: 3 clusters Score -7026850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -7026845.500000 Penalty: 5440.952637
	Iteration 88Q: 3 clusters Score -7026846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -7026850.000000 Penalty: 5440.952637
	Iteration 89Q: 3 clusters Score -7026850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -7026852.500000 Penalty: 5440.952637
	Iteration 90Q: 3 clusters Score -7026852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -7026852.500000 Penalty: 5440.952637
	Iteration 91F: 3 clusters Score -7026852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 81801 members 
Mstep: Class 3 contains 566 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 4050 members 
Mstep: Class 6 contains 502 members 
Mstep: Class 7 contains 10539 members 
Mstep: Class 8 contains 18538 members 
Mstep: Class 9 contains 320505 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 65129 members 
Mstep: Class 13 contains 15562 members 
Mstep: Class 14 contains 21915 members 
Mstep: Class 15 contains 29628 members 
Mstep: Class 16 contains 222167 members 
Mstep: Class 17 contains 1865 members 
Mstep: Class 18 contains 154973 members 
Mstep: Class 19 contains 3879 members 
Mstep: Class 20 contains 217844 members 
Mstep: Class 21 contains 21882 members 
Mstep: Class 22 contains 2595 members 
Mstep: Class 23 contains 4543 members 
Mstep: Class 24 contains 42523 members 
Entering Unmasked Estep 
Score: -154568384.000000 Penalty: 83671.882812
Splitting cluster 13 changes total score from -154566256.000000 to -154568384.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (21915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Entering Unmasked Estep 
Score: -2649385.500000 Penalty: 2478.741699
	Iteration 0F: 2 clusters Score -2649386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2634073.500000 Penalty: 4957.483398
	Iteration 0F: 3 clusters Score -2634074 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2639547.500000 Penalty: 4957.483398
	Iteration 1F: 3 clusters Score -2639548 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2640170.250000 Penalty: 4957.483398
	Iteration 2F: 3 clusters Score -2640170 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2640865.250000 Penalty: 4957.483398
	Iteration 3F: 3 clusters Score -2640865 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2641686.500000 Penalty: 4957.483398
	Iteration 4F: 3 clusters Score -2641686 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2642641.250000 Penalty: 4957.483398
	Iteration 5F: 3 clusters Score -2642641 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2643666.750000 Penalty: 4957.483398
	Iteration 6F: 3 clusters Score -2643667 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2644711.750000 Penalty: 4957.483398
	Iteration 7F: 3 clusters Score -2644712 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2645609.000000 Penalty: 4957.483398
	Iteration 8F: 3 clusters Score -2645609 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2646282.750000 Penalty: 4957.483398
	Iteration 9Q: 3 clusters Score -2646283 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2646723.500000 Penalty: 4957.483398
	Iteration 10Q: 3 clusters Score -2646724 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2647033.500000 Penalty: 4957.483398
	Iteration 11Q: 3 clusters Score -2647034 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -2647304.750000 Penalty: 4957.483398
	Iteration 12Q: 3 clusters Score -2647305 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2647485.000000 Penalty: 4957.483398
	Iteration 13Q: 3 clusters Score -2647485 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2647665.750000 Penalty: 4957.483398
	Iteration 14Q: 3 clusters Score -2647666 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2647804.250000 Penalty: 4957.483398
	Iteration 15Q: 3 clusters Score -2647804 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2647903.000000 Penalty: 4957.483398
	Iteration 16Q: 3 clusters Score -2647903 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2647968.750000 Penalty: 4957.483398
	Iteration 17Q: 3 clusters Score -2647969 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2648022.250000 Penalty: 4957.483398
	Iteration 18Q: 3 clusters Score -2648022 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2648072.000000 Penalty: 4957.483398
	Iteration 19Q: 3 clusters Score -2648072 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2648102.000000 Penalty: 4957.483398
	Iteration 20F: 3 clusters Score -2648102 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2648130.250000 Penalty: 4957.483398
	Iteration 21Q: 3 clusters Score -2648130 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2648156.500000 Penalty: 4957.483398
	Iteration 22Q: 3 clusters Score -2648156 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2648172.750000 Penalty: 4957.483398
	Iteration 23Q: 3 clusters Score -2648173 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2648187.750000 Penalty: 4957.483398
	Iteration 24Q: 3 clusters Score -2648188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2648207.250000 Penalty: 4957.483398
	Iteration 25Q: 3 clusters Score -2648207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2648213.500000 Penalty: 4957.483398
	Iteration 26Q: 3 clusters Score -2648214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2648223.000000 Penalty: 4957.483398
	Iteration 27Q: 3 clusters Score -2648223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2648227.250000 Penalty: 4957.483398
	Iteration 28Q: 3 clusters Score -2648227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2648228.250000 Penalty: 4957.483398
	Iteration 29Q: 3 clusters Score -2648228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2648235.250000 Penalty: 4957.483398
	Iteration 30Q: 3 clusters Score -2648235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2648239.000000 Penalty: 4957.483398
	Iteration 31Q: 3 clusters Score -2648239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2648235.750000 Penalty: 4957.483398
	Iteration 32Q: 3 clusters Score -2648236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2648239.250000 Penalty: 4957.483398
	Iteration 33Q: 3 clusters Score -2648239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2648246.000000 Penalty: 4957.483398
	Iteration 34Q: 3 clusters Score -2648246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2648241.750000 Penalty: 4957.483398
	Iteration 35Q: 3 clusters Score -2648242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -2648242.250000 Penalty: 4957.483398
	Iteration 36Q: 3 clusters Score -2648242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -2648242.250000 Penalty: 4957.483398
	Iteration 37F: 3 clusters Score -2648242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Entering Unmasked Estep 
Score: -3297206.250000 Penalty: 2553.525879
	Iteration 0F: 2 clusters Score -3297206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -3276938.500000 Penalty: 5107.051758
	Iteration 0F: 3 clusters Score -3276938 nChanged 13339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -3284695.000000 Penalty: 5107.051758
	Iteration 1F: 3 clusters Score -3284695 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -3285707.750000 Penalty: 5107.051758
	Iteration 2F: 3 clusters Score -3285708 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3286837.000000 Penalty: 5107.051758
	Iteration 3F: 3 clusters Score -3286837 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -3288037.000000 Penalty: 5107.051758
	Iteration 4F: 3 clusters Score -3288037 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -3289300.500000 Penalty: 5107.051758
	Iteration 5F: 3 clusters Score -3289300 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -3290617.750000 Penalty: 5107.051758
	Iteration 6F: 3 clusters Score -3290618 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -3291715.000000 Penalty: 5107.051758
	Iteration 7F: 3 clusters Score -3291715 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -3292504.750000 Penalty: 5107.051758
	Iteration 8Q: 3 clusters Score -3292505 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -3293055.250000 Penalty: 5107.051758
	Iteration 9Q: 3 clusters Score -3293055 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -3293426.250000 Penalty: 5107.051758
	Iteration 10Q: 3 clusters Score -3293426 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -3293683.250000 Penalty: 5107.051758
	Iteration 11Q: 3 clusters Score -3293683 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -3293910.000000 Penalty: 5107.051758
	Iteration 12Q: 3 clusters Score -3293910 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -3294090.750000 Penalty: 5107.051758
	Iteration 13Q: 3 clusters Score -3294091 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -3294288.750000 Penalty: 5107.051758
	Iteration 14Q: 3 clusters Score -3294289 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -3294478.500000 Penalty: 5107.051758
	Iteration 15Q: 3 clusters Score -3294478 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -3294660.000000 Penalty: 5107.051758
	Iteration 16Q: 3 clusters Score -3294660 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -3294840.000000 Penalty: 5107.051758
	Iteration 17Q: 3 clusters Score -3294840 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -3294992.000000 Penalty: 5107.051758
	Iteration 18Q: 3 clusters Score -3294992 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -3295144.750000 Penalty: 5107.051758
	Iteration 19Q: 3 clusters Score -3295145 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -3295316.500000 Penalty: 5107.051758
	Iteration 20F: 3 clusters Score -3295316 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -3295465.500000 Penalty: 5107.051758
	Iteration 21Q: 3 clusters Score -3295466 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -3295585.000000 Penalty: 5107.051758
	Iteration 22Q: 3 clusters Score -3295585 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -3295682.750000 Penalty: 5107.051758
	Iteration 23Q: 3 clusters Score -3295683 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -3295757.250000 Penalty: 5107.051758
	Iteration 24Q: 3 clusters Score -3295757 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -3295831.500000 Penalty: 5107.051758
	Iteration 25Q: 3 clusters Score -3295832 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -3295880.500000 Penalty: 5107.051758
	Iteration 26Q: 3 clusters Score -3295880 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -3295930.000000 Penalty: 5107.051758
	Iteration 27Q: 3 clusters Score -3295930 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -3295963.500000 Penalty: 5107.051758
	Iteration 28Q: 3 clusters Score -3295964 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -3295982.000000 Penalty: 5107.051758
	Iteration 29Q: 3 clusters Score -3295982 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -3295986.500000 Penalty: 5107.051758
	Iteration 30Q: 3 clusters Score -3295986 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -3296004.750000 Penalty: 5107.051758
	Iteration 31Q: 3 clusters Score -3296005 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -3296016.500000 Penalty: 5107.051758
	Iteration 32Q: 3 clusters Score -3296016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -3296034.000000 Penalty: 5107.051758
	Iteration 33Q: 3 clusters Score -3296034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -3296048.000000 Penalty: 5107.051758
	Iteration 34Q: 3 clusters Score -3296048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -3296055.500000 Penalty: 5107.051758
	Iteration 35Q: 3 clusters Score -3296056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -3296060.750000 Penalty: 5107.051758
	Iteration 36Q: 3 clusters Score -3296061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -3296065.000000 Penalty: 5107.051758
	Iteration 37Q: 3 clusters Score -3296065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -3296071.500000 Penalty: 5107.051758
	Iteration 38Q: 3 clusters Score -3296072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -3296073.250000 Penalty: 5107.051758
	Iteration 39Q: 3 clusters Score -3296073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -3296072.500000 Penalty: 5107.051758
	Iteration 40F: 3 clusters Score -3296072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -3296073.750000 Penalty: 5107.051758
	Iteration 41Q: 3 clusters Score -3296074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -3296072.250000 Penalty: 5107.051758
	Iteration 42Q: 3 clusters Score -3296072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -3296075.750000 Penalty: 5107.051758
	Iteration 43Q: 3 clusters Score -3296076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -3296072.750000 Penalty: 5107.051758
	Iteration 44Q: 3 clusters Score -3296073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -3296077.250000 Penalty: 5107.051758
	Iteration 45Q: 3 clusters Score -3296077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3296078.750000 Penalty: 5107.051758
	Iteration 46Q: 3 clusters Score -3296079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -3296079.750000 Penalty: 5107.051758
	Iteration 47Q: 3 clusters Score -3296080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -3296076.500000 Penalty: 5107.051758
	Iteration 48Q: 3 clusters Score -3296076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -3296079.250000 Penalty: 5107.051758
	Iteration 49Q: 3 clusters Score -3296079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3296088.500000 Penalty: 5107.051758
	Iteration 50Q: 3 clusters Score -3296088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -3296089.250000 Penalty: 5107.051758
	Iteration 51Q: 3 clusters Score -3296089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3296084.000000 Penalty: 5107.051758
	Iteration 52Q: 3 clusters Score -3296084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -3296086.250000 Penalty: 5107.051758
	Iteration 53Q: 3 clusters Score -3296086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -3296091.500000 Penalty: 5107.051758
	Iteration 54Q: 3 clusters Score -3296092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -3296089.250000 Penalty: 5107.051758
	Iteration 55Q: 3 clusters Score -3296089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -3296093.000000 Penalty: 5107.051758
	Iteration 56Q: 3 clusters Score -3296093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -3296090.000000 Penalty: 5107.051758
	Iteration 57Q: 3 clusters Score -3296090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -3296087.750000 Penalty: 5107.051758
	Iteration 58Q: 3 clusters Score -3296088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -3296088.250000 Penalty: 5107.051758
	Iteration 59Q: 3 clusters Score -3296088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -3296085.750000 Penalty: 5107.051758
	Iteration 60F: 3 clusters Score -3296086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -3296089.000000 Penalty: 5107.051758
	Iteration 61Q: 3 clusters Score -3296089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -3296086.750000 Penalty: 5107.051758
	Iteration 62Q: 3 clusters Score -3296087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -3296093.750000 Penalty: 5107.051758
	Iteration 63Q: 3 clusters Score -3296094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -3296094.250000 Penalty: 5107.051758
	Iteration 64Q: 3 clusters Score -3296094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3296098.250000 Penalty: 5107.051758
	Iteration 65Q: 3 clusters Score -3296098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -3296102.250000 Penalty: 5107.051758
	Iteration 66Q: 3 clusters Score -3296102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -3296098.250000 Penalty: 5107.051758
	Iteration 67Q: 3 clusters Score -3296098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -3296098.750000 Penalty: 5107.051758
	Iteration 68Q: 3 clusters Score -3296099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -3296098.000000 Penalty: 5107.051758
	Iteration 69Q: 3 clusters Score -3296098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -3296098.000000 Penalty: 5107.051758
	Iteration 70F: 3 clusters Score -3296098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (222167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222167 members 
Entering Unmasked Estep 
Score: -27739952.000000 Penalty: 3053.173828
	Iteration 0F: 2 clusters Score -2.773995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110781 members 
Mstep: Class 2 contains 111386 members 
Entering Unmasked Estep 
Score: -27597040.000000 Penalty: 6106.347656
	Iteration 0F: 3 clusters Score -2.759704e+07 nChanged 106859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107392 members 
Mstep: Class 2 contains 114775 members 
Entering Unmasked Estep 
Score: -27661462.000000 Penalty: 6106.347656
	Iteration 1F: 3 clusters Score -2.766146e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105159 members 
Mstep: Class 2 contains 117008 members 
Entering Unmasked Estep 
Score: -27664738.000000 Penalty: 6106.347656
	Iteration 2Q: 3 clusters Score -2.766474e+07 nChanged 10124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101613 members 
Mstep: Class 2 contains 120554 members 
Entering Unmasked Estep 
Score: -27669920.000000 Penalty: 6106.347656
	Iteration 3Q: 3 clusters Score -2.766992e+07 nChanged 13065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96546 members 
Mstep: Class 2 contains 125621 members 
Entering Unmasked Estep 
Score: -27678746.000000 Penalty: 6106.347656
	Iteration 4F: 3 clusters Score -2.767875e+07 nChanged 16182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89476 members 
Mstep: Class 2 contains 132691 members 
Entering Unmasked Estep 
Score: -27691920.000000 Penalty: 6106.347656
	Iteration 5F: 3 clusters Score -2.769192e+07 nChanged 17822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 140873 members 
Entering Unmasked Estep 
Score: -27707650.000000 Penalty: 6106.347656
	Iteration 6F: 3 clusters Score -2.770765e+07 nChanged 16292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74040 members 
Mstep: Class 2 contains 148127 members 
Entering Unmasked Estep 
Score: -27720442.000000 Penalty: 6106.347656
	Iteration 7F: 3 clusters Score -2.772044e+07 nChanged 11977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68691 members 
Mstep: Class 2 contains 153476 members 
Entering Unmasked Estep 
Score: -27727706.000000 Penalty: 6106.347656
	Iteration 8F: 3 clusters Score -2.772771e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 157780 members 
Entering Unmasked Estep 
Score: -27731500.000000 Penalty: 6106.347656
	Iteration 9Q: 3 clusters Score -2.77315e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60619 members 
Mstep: Class 2 contains 161548 members 
Entering Unmasked Estep 
Score: -27733708.000000 Penalty: 6106.347656
	Iteration 10Q: 3 clusters Score -2.773371e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57163 members 
Mstep: Class 2 contains 165004 members 
Entering Unmasked Estep 
Score: -27734996.000000 Penalty: 6106.347656
	Iteration 11Q: 3 clusters Score -2.7735e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 168264 members 
Entering Unmasked Estep 
Score: -27736176.000000 Penalty: 6106.347656
	Iteration 12Q: 3 clusters Score -2.773618e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 171228 members 
Entering Unmasked Estep 
Score: -27737068.000000 Penalty: 6106.347656
	Iteration 13Q: 3 clusters Score -2.773707e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 174119 members 
Entering Unmasked Estep 
Score: -27737872.000000 Penalty: 6106.347656
	Iteration 14Q: 3 clusters Score -2.773787e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 176839 members 
Entering Unmasked Estep 
Score: -27738528.000000 Penalty: 6106.347656
	Iteration 15Q: 3 clusters Score -2.773853e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 179446 members 
Entering Unmasked Estep 
Score: -27739188.000000 Penalty: 6106.347656
	Iteration 16Q: 3 clusters Score -2.773919e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 181931 members 
Entering Unmasked Estep 
Score: -27739732.000000 Penalty: 6106.347656
	Iteration 17Q: 3 clusters Score -2.773973e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 184322 members 
Entering Unmasked Estep 
Score: -27740018.000000 Penalty: 6106.347656
	Iteration 18Q: 3 clusters Score -2.774002e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 186566 members 
Entering Unmasked Estep 
Score: -27740330.000000 Penalty: 6106.347656
	Iteration 19Q: 3 clusters Score -2.774033e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 188756 members 
Entering Unmasked Estep 
Score: -27740808.000000 Penalty: 6106.347656
	Iteration 20F: 3 clusters Score -2.774081e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 190850 members 
Entering Unmasked Estep 
Score: -27741034.000000 Penalty: 6106.347656
	Iteration 21Q: 3 clusters Score -2.774103e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 192832 members 
Entering Unmasked Estep 
Score: -27741288.000000 Penalty: 6106.347656
	Iteration 22Q: 3 clusters Score -2.774129e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 194671 members 
Entering Unmasked Estep 
Score: -27741496.000000 Penalty: 6106.347656
	Iteration 23Q: 3 clusters Score -2.77415e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 196455 members 
Entering Unmasked Estep 
Score: -27741600.000000 Penalty: 6106.347656
	Iteration 24Q: 3 clusters Score -2.77416e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 198095 members 
Entering Unmasked Estep 
Score: -27741808.000000 Penalty: 6106.347656
	Iteration 25Q: 3 clusters Score -2.774181e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 199613 members 
Entering Unmasked Estep 
Score: -27741834.000000 Penalty: 6106.347656
	Iteration 26Q: 3 clusters Score -2.774183e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 201072 members 
Entering Unmasked Estep 
Score: -27741944.000000 Penalty: 6106.347656
	Iteration 27Q: 3 clusters Score -2.774194e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 202431 members 
Entering Unmasked Estep 
Score: -27742064.000000 Penalty: 6106.347656
	Iteration 28Q: 3 clusters Score -2.774206e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 203669 members 
Entering Unmasked Estep 
Score: -27742064.000000 Penalty: 6106.347656
	Iteration 29Q: 3 clusters Score -2.774206e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 204823 members 
Entering Unmasked Estep 
Score: -27742230.000000 Penalty: 6106.347656
	Iteration 30Q: 3 clusters Score -2.774223e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 205882 members 
Entering Unmasked Estep 
Score: -27742174.000000 Penalty: 6106.347656
	Iteration 31Q: 3 clusters Score -2.774217e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 206867 members 
Entering Unmasked Estep 
Score: -27742158.000000 Penalty: 6106.347656
	Iteration 32Q: 3 clusters Score -2.774216e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 207735 members 
Entering Unmasked Estep 
Score: -27742112.000000 Penalty: 6106.347656
	Iteration 33Q: 3 clusters Score -2.774211e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 208488 members 
Entering Unmasked Estep 
Score: -27742194.000000 Penalty: 6106.347656
	Iteration 34Q: 3 clusters Score -2.774219e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 209222 members 
Entering Unmasked Estep 
Score: -27742128.000000 Penalty: 6106.347656
	Iteration 35Q: 3 clusters Score -2.774213e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 209889 members 
Entering Unmasked Estep 
Score: -27742126.000000 Penalty: 6106.347656
	Iteration 36Q: 3 clusters Score -2.774213e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 210516 members 
Entering Unmasked Estep 
Score: -27742182.000000 Penalty: 6106.347656
	Iteration 37Q: 3 clusters Score -2.774218e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 211063 members 
Entering Unmasked Estep 
Score: -27742134.000000 Penalty: 6106.347656
	Iteration 38Q: 3 clusters Score -2.774213e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 211576 members 
Entering Unmasked Estep 
Score: -27742166.000000 Penalty: 6106.347656
	Iteration 39Q: 3 clusters Score -2.774217e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 212013 members 
Entering Unmasked Estep 
Score: -27742094.000000 Penalty: 6106.347656
	Iteration 40F: 3 clusters Score -2.774209e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 212416 members 
Entering Unmasked Estep 
Score: -27742050.000000 Penalty: 6106.347656
	Iteration 41Q: 3 clusters Score -2.774205e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 212785 members 
Entering Unmasked Estep 
Score: -27741982.000000 Penalty: 6106.347656
	Iteration 42Q: 3 clusters Score -2.774198e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 213098 members 
Entering Unmasked Estep 
Score: -27741898.000000 Penalty: 6106.347656
	Iteration 43Q: 3 clusters Score -2.77419e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 213368 members 
Entering Unmasked Estep 
Score: -27741850.000000 Penalty: 6106.347656
	Iteration 44Q: 3 clusters Score -2.774185e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 213613 members 
Entering Unmasked Estep 
Score: -27741864.000000 Penalty: 6106.347656
	Iteration 45Q: 3 clusters Score -2.774186e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 213847 members 
Entering Unmasked Estep 
Score: -27741840.000000 Penalty: 6106.347656
	Iteration 46Q: 3 clusters Score -2.774184e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 214035 members 
Entering Unmasked Estep 
Score: -27741796.000000 Penalty: 6106.347656
	Iteration 47Q: 3 clusters Score -2.77418e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 214194 members 
Entering Unmasked Estep 
Score: -27741788.000000 Penalty: 6106.347656
	Iteration 48Q: 3 clusters Score -2.774179e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 214338 members 
Entering Unmasked Estep 
Score: -27741776.000000 Penalty: 6106.347656
	Iteration 49Q: 3 clusters Score -2.774178e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 214477 members 
Entering Unmasked Estep 
Score: -27741754.000000 Penalty: 6106.347656
	Iteration 50Q: 3 clusters Score -2.774175e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 214609 members 
Entering Unmasked Estep 
Score: -27741768.000000 Penalty: 6106.347656
	Iteration 51Q: 3 clusters Score -2.774177e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 214723 members 
Entering Unmasked Estep 
Score: -27741730.000000 Penalty: 6106.347656
	Iteration 52Q: 3 clusters Score -2.774173e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 214820 members 
Entering Unmasked Estep 
Score: -27741696.000000 Penalty: 6106.347656
	Iteration 53Q: 3 clusters Score -2.77417e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 214914 members 
Entering Unmasked Estep 
Score: -27741688.000000 Penalty: 6106.347656
	Iteration 54Q: 3 clusters Score -2.774169e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 214994 members 
Entering Unmasked Estep 
Score: -27741686.000000 Penalty: 6106.347656
	Iteration 55Q: 3 clusters Score -2.774169e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 215073 members 
Entering Unmasked Estep 
Score: -27741630.000000 Penalty: 6106.347656
	Iteration 56Q: 3 clusters Score -2.774163e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 215159 members 
Entering Unmasked Estep 
Score: -27741578.000000 Penalty: 6106.347656
	Iteration 57Q: 3 clusters Score -2.774158e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 215245 members 
Entering Unmasked Estep 
Score: -27741520.000000 Penalty: 6106.347656
	Iteration 58Q: 3 clusters Score -2.774152e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 215319 members 
Entering Unmasked Estep 
Score: -27741530.000000 Penalty: 6106.347656
	Iteration 59Q: 3 clusters Score -2.774153e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 215387 members 
Entering Unmasked Estep 
Score: -27741474.000000 Penalty: 6106.347656
	Iteration 60F: 3 clusters Score -2.774147e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 215466 members 
Entering Unmasked Estep 
Score: -27741456.000000 Penalty: 6106.347656
	Iteration 61Q: 3 clusters Score -2.774146e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 215553 members 
Entering Unmasked Estep 
Score: -27741426.000000 Penalty: 6106.347656
	Iteration 62Q: 3 clusters Score -2.774143e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 215638 members 
Entering Unmasked Estep 
Score: -27741450.000000 Penalty: 6106.347656
	Iteration 63Q: 3 clusters Score -2.774145e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 215707 members 
Entering Unmasked Estep 
Score: -27741452.000000 Penalty: 6106.347656
	Iteration 64Q: 3 clusters Score -2.774145e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 215796 members 
Entering Unmasked Estep 
Score: -27741476.000000 Penalty: 6106.347656
	Iteration 65Q: 3 clusters Score -2.774148e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 215882 members 
Entering Unmasked Estep 
Score: -27741444.000000 Penalty: 6106.347656
	Iteration 66Q: 3 clusters Score -2.774144e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 215956 members 
Entering Unmasked Estep 
Score: -27741468.000000 Penalty: 6106.347656
	Iteration 67Q: 3 clusters Score -2.774147e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 216024 members 
Entering Unmasked Estep 
Score: -27741478.000000 Penalty: 6106.347656
	Iteration 68Q: 3 clusters Score -2.774148e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 216083 members 
Entering Unmasked Estep 
Score: -27741490.000000 Penalty: 6106.347656
	Iteration 69Q: 3 clusters Score -2.774149e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 216131 members 
Entering Unmasked Estep 
Score: -27741468.000000 Penalty: 6106.347656
	Iteration 70Q: 3 clusters Score -2.774147e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 216177 members 
Entering Unmasked Estep 
Score: -27741458.000000 Penalty: 6106.347656
	Iteration 71Q: 3 clusters Score -2.774146e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 216219 members 
Entering Unmasked Estep 
Score: -27741464.000000 Penalty: 6106.347656
	Iteration 72Q: 3 clusters Score -2.774146e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 216261 members 
Entering Unmasked Estep 
Score: -27741434.000000 Penalty: 6106.347656
	Iteration 73Q: 3 clusters Score -2.774143e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 216296 members 
Entering Unmasked Estep 
Score: -27741428.000000 Penalty: 6106.347656
	Iteration 74Q: 3 clusters Score -2.774143e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 216335 members 
Entering Unmasked Estep 
Score: -27741404.000000 Penalty: 6106.347656
	Iteration 75Q: 3 clusters Score -2.77414e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 216377 members 
Entering Unmasked Estep 
Score: -27741392.000000 Penalty: 6106.347656
	Iteration 76Q: 3 clusters Score -2.774139e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 216402 members 
Entering Unmasked Estep 
Score: -27741400.000000 Penalty: 6106.347656
	Iteration 77Q: 3 clusters Score -2.77414e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 216427 members 
Entering Unmasked Estep 
Score: -27741382.000000 Penalty: 6106.347656
	Iteration 78Q: 3 clusters Score -2.774138e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 216455 members 
Entering Unmasked Estep 
Score: -27741388.000000 Penalty: 6106.347656
	Iteration 79Q: 3 clusters Score -2.774139e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 216488 members 
Entering Unmasked Estep 
Score: -27741386.000000 Penalty: 6106.347656
	Iteration 80F: 3 clusters Score -2.774139e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 216533 members 
Entering Unmasked Estep 
Score: -27741368.000000 Penalty: 6106.347656
	Iteration 81Q: 3 clusters Score -2.774137e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 216559 members 
Entering Unmasked Estep 
Score: -27741376.000000 Penalty: 6106.347656
	Iteration 82Q: 3 clusters Score -2.774138e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 216585 members 
Entering Unmasked Estep 
Score: -27741352.000000 Penalty: 6106.347656
	Iteration 83Q: 3 clusters Score -2.774135e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 216604 members 
Entering Unmasked Estep 
Score: -27741318.000000 Penalty: 6106.347656
	Iteration 84Q: 3 clusters Score -2.774132e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 216622 members 
Entering Unmasked Estep 
Score: -27741334.000000 Penalty: 6106.347656
	Iteration 85Q: 3 clusters Score -2.774133e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 216636 members 
Entering Unmasked Estep 
Score: -27741328.000000 Penalty: 6106.347656
	Iteration 86Q: 3 clusters Score -2.774133e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 216648 members 
Entering Unmasked Estep 
Score: -27741334.000000 Penalty: 6106.347656
	Iteration 87Q: 3 clusters Score -2.774133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 216657 members 
Entering Unmasked Estep 
Score: -27741316.000000 Penalty: 6106.347656
	Iteration 88Q: 3 clusters Score -2.774132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 216668 members 
Entering Unmasked Estep 
Score: -27741300.000000 Penalty: 6106.347656
	Iteration 89Q: 3 clusters Score -2.77413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 216678 members 
Entering Unmasked Estep 
Score: -27741310.000000 Penalty: 6106.347656
	Iteration 90Q: 3 clusters Score -2.774131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 216686 members 
Entering Unmasked Estep 
Score: -27741300.000000 Penalty: 6106.347656
	Iteration 91Q: 3 clusters Score -2.77413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 216690 members 
Entering Unmasked Estep 
Score: -27741296.000000 Penalty: 6106.347656
	Iteration 92Q: 3 clusters Score -2.77413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 216690 members 
Entering Unmasked Estep 
Score: -27741296.000000 Penalty: 6106.347656
	Iteration 93F: 3 clusters Score -2.77413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 81801 members 
Mstep: Class 3 contains 566 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 4050 members 
Mstep: Class 6 contains 502 members 
Mstep: Class 7 contains 10539 members 
Mstep: Class 8 contains 18538 members 
Mstep: Class 9 contains 320505 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 65129 members 
Mstep: Class 13 contains 15562 members 
Mstep: Class 14 contains 21915 members 
Mstep: Class 15 contains 29628 members 
Mstep: Class 16 contains 5477 members 
Mstep: Class 17 contains 1865 members 
Mstep: Class 18 contains 154973 members 
Mstep: Class 19 contains 3879 members 
Mstep: Class 20 contains 217844 members 
Mstep: Class 21 contains 21882 members 
Mstep: Class 22 contains 2595 members 
Mstep: Class 23 contains 4543 members 
Mstep: Class 24 contains 42523 members 
Mstep: Class 25 contains 216690 members 
Entering Unmasked Estep 
Score: -154568784.000000 Penalty: 87158.210938
Splitting cluster 16 changes total score from -154566256.000000 to -154568784.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (154973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154973 members 
Entering Unmasked Estep 
Score: -19388440.000000 Penalty: 2963.849365
	Iteration 0F: 2 clusters Score -1.938844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77305 members 
Mstep: Class 2 contains 77668 members 
Entering Unmasked Estep 
Score: -19284686.000000 Penalty: 5927.698730
	Iteration 0F: 3 clusters Score -1.928469e+07 nChanged 74300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75805 members 
Mstep: Class 2 contains 79168 members 
Entering Unmasked Estep 
Score: -19328168.000000 Penalty: 5927.698730
	Iteration 1F: 3 clusters Score -1.932817e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74509 members 
Mstep: Class 2 contains 80464 members 
Entering Unmasked Estep 
Score: -19329730.000000 Penalty: 5927.698730
	Iteration 2Q: 3 clusters Score -1.932973e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72666 members 
Mstep: Class 2 contains 82307 members 
Entering Unmasked Estep 
Score: -19331894.000000 Penalty: 5927.698730
	Iteration 3Q: 3 clusters Score -1.933189e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70214 members 
Mstep: Class 2 contains 84759 members 
Entering Unmasked Estep 
Score: -19334684.000000 Penalty: 5927.698730
	Iteration 4Q: 3 clusters Score -1.933468e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67129 members 
Mstep: Class 2 contains 87844 members 
Entering Unmasked Estep 
Score: -19338034.000000 Penalty: 5927.698730
	Iteration 5Q: 3 clusters Score -1.933803e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63337 members 
Mstep: Class 2 contains 91636 members 
Entering Unmasked Estep 
Score: -19342012.000000 Penalty: 5927.698730
	Iteration 6F: 3 clusters Score -1.934201e+07 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58620 members 
Mstep: Class 2 contains 96353 members 
Entering Unmasked Estep 
Score: -19346556.000000 Penalty: 5927.698730
	Iteration 7F: 3 clusters Score -1.934656e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 101992 members 
Entering Unmasked Estep 
Score: -19351824.000000 Penalty: 5927.698730
	Iteration 8F: 3 clusters Score -1.935182e+07 nChanged 8907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 108147 members 
Entering Unmasked Estep 
Score: -19357514.000000 Penalty: 5927.698730
	Iteration 9F: 3 clusters Score -1.935751e+07 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 114142 members 
Entering Unmasked Estep 
Score: -19362762.000000 Penalty: 5927.698730
	Iteration 10F: 3 clusters Score -1.936276e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 119385 members 
Entering Unmasked Estep 
Score: -19367230.000000 Penalty: 5927.698730
	Iteration 11Q: 3 clusters Score -1.936723e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 123620 members 
Entering Unmasked Estep 
Score: -19370898.000000 Penalty: 5927.698730
	Iteration 12Q: 3 clusters Score -1.93709e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 127043 members 
Entering Unmasked Estep 
Score: -19373632.000000 Penalty: 5927.698730
	Iteration 13Q: 3 clusters Score -1.937363e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 129940 members 
Entering Unmasked Estep 
Score: -19375656.000000 Penalty: 5927.698730
	Iteration 14Q: 3 clusters Score -1.937566e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 132455 members 
Entering Unmasked Estep 
Score: -19377486.000000 Penalty: 5927.698730
	Iteration 15Q: 3 clusters Score -1.937749e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 134625 members 
Entering Unmasked Estep 
Score: -19378782.000000 Penalty: 5927.698730
	Iteration 16Q: 3 clusters Score -1.937878e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 136521 members 
Entering Unmasked Estep 
Score: -19379934.000000 Penalty: 5927.698730
	Iteration 17Q: 3 clusters Score -1.937993e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 138146 members 
Entering Unmasked Estep 
Score: -19380728.000000 Penalty: 5927.698730
	Iteration 18Q: 3 clusters Score -1.938073e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 139544 members 
Entering Unmasked Estep 
Score: -19381310.000000 Penalty: 5927.698730
	Iteration 19Q: 3 clusters Score -1.938131e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 140822 members 
Entering Unmasked Estep 
Score: -19381874.000000 Penalty: 5927.698730
	Iteration 20F: 3 clusters Score -1.938187e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 142023 members 
Entering Unmasked Estep 
Score: -19382494.000000 Penalty: 5927.698730
	Iteration 21Q: 3 clusters Score -1.938249e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 143032 members 
Entering Unmasked Estep 
Score: -19382910.000000 Penalty: 5927.698730
	Iteration 22Q: 3 clusters Score -1.938291e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 143947 members 
Entering Unmasked Estep 
Score: -19383382.000000 Penalty: 5927.698730
	Iteration 23Q: 3 clusters Score -1.938338e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 144765 members 
Entering Unmasked Estep 
Score: -19383746.000000 Penalty: 5927.698730
	Iteration 24Q: 3 clusters Score -1.938375e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 145538 members 
Entering Unmasked Estep 
Score: -19384106.000000 Penalty: 5927.698730
	Iteration 25Q: 3 clusters Score -1.938411e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 146242 members 
Entering Unmasked Estep 
Score: -19384426.000000 Penalty: 5927.698730
	Iteration 26Q: 3 clusters Score -1.938443e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 146908 members 
Entering Unmasked Estep 
Score: -19384634.000000 Penalty: 5927.698730
	Iteration 27Q: 3 clusters Score -1.938463e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 147447 members 
Entering Unmasked Estep 
Score: -19384866.000000 Penalty: 5927.698730
	Iteration 28Q: 3 clusters Score -1.938487e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 147947 members 
Entering Unmasked Estep 
Score: -19385064.000000 Penalty: 5927.698730
	Iteration 29Q: 3 clusters Score -1.938506e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 148411 members 
Entering Unmasked Estep 
Score: -19385172.000000 Penalty: 5927.698730
	Iteration 30Q: 3 clusters Score -1.938517e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 148802 members 
Entering Unmasked Estep 
Score: -19385276.000000 Penalty: 5927.698730
	Iteration 31Q: 3 clusters Score -1.938528e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 149131 members 
Entering Unmasked Estep 
Score: -19385490.000000 Penalty: 5927.698730
	Iteration 32Q: 3 clusters Score -1.938549e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 149479 members 
Entering Unmasked Estep 
Score: -19385668.000000 Penalty: 5927.698730
	Iteration 33Q: 3 clusters Score -1.938567e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 149769 members 
Entering Unmasked Estep 
Score: -19385804.000000 Penalty: 5927.698730
	Iteration 34Q: 3 clusters Score -1.93858e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 150062 members 
Entering Unmasked Estep 
Score: -19385924.000000 Penalty: 5927.698730
	Iteration 35Q: 3 clusters Score -1.938592e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 150311 members 
Entering Unmasked Estep 
Score: -19386014.000000 Penalty: 5927.698730
	Iteration 36Q: 3 clusters Score -1.938601e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 150538 members 
Entering Unmasked Estep 
Score: -19386098.000000 Penalty: 5927.698730
	Iteration 37Q: 3 clusters Score -1.93861e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 150728 members 
Entering Unmasked Estep 
Score: -19386180.000000 Penalty: 5927.698730
	Iteration 38Q: 3 clusters Score -1.938618e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 150884 members 
Entering Unmasked Estep 
Score: -19386198.000000 Penalty: 5927.698730
	Iteration 39Q: 3 clusters Score -1.93862e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 151020 members 
Entering Unmasked Estep 
Score: -19386270.000000 Penalty: 5927.698730
	Iteration 40F: 3 clusters Score -1.938627e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 151118 members 
Entering Unmasked Estep 
Score: -19386308.000000 Penalty: 5927.698730
	Iteration 41Q: 3 clusters Score -1.938631e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 151200 members 
Entering Unmasked Estep 
Score: -19386352.000000 Penalty: 5927.698730
	Iteration 42Q: 3 clusters Score -1.938635e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 151290 members 
Entering Unmasked Estep 
Score: -19386428.000000 Penalty: 5927.698730
	Iteration 43Q: 3 clusters Score -1.938643e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 151386 members 
Entering Unmasked Estep 
Score: -19386470.000000 Penalty: 5927.698730
	Iteration 44Q: 3 clusters Score -1.938647e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 151470 members 
Entering Unmasked Estep 
Score: -19386482.000000 Penalty: 5927.698730
	Iteration 45Q: 3 clusters Score -1.938648e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 151550 members 
Entering Unmasked Estep 
Score: -19386534.000000 Penalty: 5927.698730
	Iteration 46Q: 3 clusters Score -1.938653e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 151619 members 
Entering Unmasked Estep 
Score: -19386558.000000 Penalty: 5927.698730
	Iteration 47Q: 3 clusters Score -1.938656e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 151671 members 
Entering Unmasked Estep 
Score: -19386582.000000 Penalty: 5927.698730
	Iteration 48Q: 3 clusters Score -1.938658e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 151721 members 
Entering Unmasked Estep 
Score: -19386586.000000 Penalty: 5927.698730
	Iteration 49Q: 3 clusters Score -1.938659e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 151757 members 
Entering Unmasked Estep 
Score: -19386568.000000 Penalty: 5927.698730
	Iteration 50Q: 3 clusters Score -1.938657e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 151774 members 
Entering Unmasked Estep 
Score: -19386568.000000 Penalty: 5927.698730
	Iteration 51Q: 3 clusters Score -1.938657e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 151787 members 
Entering Unmasked Estep 
Score: -19386602.000000 Penalty: 5927.698730
	Iteration 52Q: 3 clusters Score -1.93866e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 151804 members 
Entering Unmasked Estep 
Score: -19386606.000000 Penalty: 5927.698730
	Iteration 53Q: 3 clusters Score -1.938661e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 151816 members 
Entering Unmasked Estep 
Score: -19386636.000000 Penalty: 5927.698730
	Iteration 54Q: 3 clusters Score -1.938664e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 151836 members 
Entering Unmasked Estep 
Score: -19386624.000000 Penalty: 5927.698730
	Iteration 55Q: 3 clusters Score -1.938662e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 151851 members 
Entering Unmasked Estep 
Score: -19386628.000000 Penalty: 5927.698730
	Iteration 56Q: 3 clusters Score -1.938663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 151858 members 
Entering Unmasked Estep 
Score: -19386628.000000 Penalty: 5927.698730
	Iteration 57Q: 3 clusters Score -1.938663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 151857 members 
Entering Unmasked Estep 
Score: -19386648.000000 Penalty: 5927.698730
	Iteration 58Q: 3 clusters Score -1.938665e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 151867 members 
Entering Unmasked Estep 
Score: -19386658.000000 Penalty: 5927.698730
	Iteration 59Q: 3 clusters Score -1.938666e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 151878 members 
Entering Unmasked Estep 
Score: -19386668.000000 Penalty: 5927.698730
	Iteration 60F: 3 clusters Score -1.938667e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 151887 members 
Entering Unmasked Estep 
Score: -19386668.000000 Penalty: 5927.698730
	Iteration 61Q: 3 clusters Score -1.938667e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 151897 members 
Entering Unmasked Estep 
Score: -19386662.000000 Penalty: 5927.698730
	Iteration 62Q: 3 clusters Score -1.938666e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 151911 members 
Entering Unmasked Estep 
Score: -19386658.000000 Penalty: 5927.698730
	Iteration 63Q: 3 clusters Score -1.938666e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 151924 members 
Entering Unmasked Estep 
Score: -19386668.000000 Penalty: 5927.698730
	Iteration 64Q: 3 clusters Score -1.938667e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 151931 members 
Entering Unmasked Estep 
Score: -19386670.000000 Penalty: 5927.698730
	Iteration 65Q: 3 clusters Score -1.938667e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 151934 members 
Entering Unmasked Estep 
Score: -19386688.000000 Penalty: 5927.698730
	Iteration 66Q: 3 clusters Score -1.938669e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 151933 members 
Entering Unmasked Estep 
Score: -19386682.000000 Penalty: 5927.698730
	Iteration 67Q: 3 clusters Score -1.938668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 151930 members 
Entering Unmasked Estep 
Score: -19386680.000000 Penalty: 5927.698730
	Iteration 68Q: 3 clusters Score -1.938668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 151926 members 
Entering Unmasked Estep 
Score: -19386684.000000 Penalty: 5927.698730
	Iteration 69Q: 3 clusters Score -1.938668e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 151927 members 
Entering Unmasked Estep 
Score: -19386682.000000 Penalty: 5927.698730
	Iteration 70Q: 3 clusters Score -1.938668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 151926 members 
Entering Unmasked Estep 
Score: -19386684.000000 Penalty: 5927.698730
	Iteration 71Q: 3 clusters Score -1.938668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 151928 members 
Entering Unmasked Estep 
Score: -19386682.000000 Penalty: 5927.698730
	Iteration 72Q: 3 clusters Score -1.938668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 151929 members 
Entering Unmasked Estep 
Score: -19386682.000000 Penalty: 5927.698730
	Iteration 73Q: 3 clusters Score -1.938668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 151933 members 
Entering Unmasked Estep 
Score: -19386690.000000 Penalty: 5927.698730
	Iteration 74Q: 3 clusters Score -1.938669e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 151943 members 
Entering Unmasked Estep 
Score: -19386684.000000 Penalty: 5927.698730
	Iteration 75Q: 3 clusters Score -1.938668e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 151955 members 
Entering Unmasked Estep 
Score: -19386692.000000 Penalty: 5927.698730
	Iteration 76Q: 3 clusters Score -1.938669e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 151965 members 
Entering Unmasked Estep 
Score: -19386686.000000 Penalty: 5927.698730
	Iteration 77Q: 3 clusters Score -1.938669e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 151979 members 
Entering Unmasked Estep 
Score: -19386692.000000 Penalty: 5927.698730
	Iteration 78Q: 3 clusters Score -1.938669e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 151990 members 
Entering Unmasked Estep 
Score: -19386706.000000 Penalty: 5927.698730
	Iteration 79Q: 3 clusters Score -1.938671e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 152000 members 
Entering Unmasked Estep 
Score: -19386712.000000 Penalty: 5927.698730
	Iteration 80F: 3 clusters Score -1.938671e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 152011 members 
Entering Unmasked Estep 
Score: -19386702.000000 Penalty: 5927.698730
	Iteration 81Q: 3 clusters Score -1.93867e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 152019 members 
Entering Unmasked Estep 
Score: -19386738.000000 Penalty: 5927.698730
	Iteration 82Q: 3 clusters Score -1.938674e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 152027 members 
Entering Unmasked Estep 
Score: -19386738.000000 Penalty: 5927.698730
	Iteration 83Q: 3 clusters Score -1.938674e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 152032 members 
Entering Unmasked Estep 
Score: -19386732.000000 Penalty: 5927.698730
	Iteration 84Q: 3 clusters Score -1.938673e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 152038 members 
Entering Unmasked Estep 
Score: -19386728.000000 Penalty: 5927.698730
	Iteration 85Q: 3 clusters Score -1.938673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 152040 members 
Entering Unmasked Estep 
Score: -19386718.000000 Penalty: 5927.698730
	Iteration 86Q: 3 clusters Score -1.938672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 152045 members 
Entering Unmasked Estep 
Score: -19386744.000000 Penalty: 5927.698730
	Iteration 87Q: 3 clusters Score -1.938674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 152053 members 
Entering Unmasked Estep 
Score: -19386756.000000 Penalty: 5927.698730
	Iteration 88Q: 3 clusters Score -1.938676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 152056 members 
Entering Unmasked Estep 
Score: -19386748.000000 Penalty: 5927.698730
	Iteration 89Q: 3 clusters Score -1.938675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 152051 members 
Entering Unmasked Estep 
Score: -19386748.000000 Penalty: 5927.698730
	Iteration 90Q: 3 clusters Score -1.938675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 152052 members 
Entering Unmasked Estep 
Score: -19386750.000000 Penalty: 5927.698730
	Iteration 91Q: 3 clusters Score -1.938675e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 152051 members 
Entering Unmasked Estep 
Score: -19386758.000000 Penalty: 5927.698730
	Iteration 92Q: 3 clusters Score -1.938676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 152054 members 
Entering Unmasked Estep 
Score: -19386770.000000 Penalty: 5927.698730
	Iteration 93Q: 3 clusters Score -1.938677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 152055 members 
Entering Unmasked Estep 
Score: -19386772.000000 Penalty: 5927.698730
	Iteration 94Q: 3 clusters Score -1.938677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 152058 members 
Entering Unmasked Estep 
Score: -19386772.000000 Penalty: 5927.698730
	Iteration 95Q: 3 clusters Score -1.938677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 152060 members 
Entering Unmasked Estep 
Score: -19386780.000000 Penalty: 5927.698730
	Iteration 96Q: 3 clusters Score -1.938678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 152062 members 
Entering Unmasked Estep 
Score: -19386782.000000 Penalty: 5927.698730
	Iteration 97Q: 3 clusters Score -1.938678e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 152067 members 
Entering Unmasked Estep 
Score: -19386800.000000 Penalty: 5927.698730
	Iteration 98Q: 3 clusters Score -1.93868e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 152070 members 
Entering Unmasked Estep 
Score: -19386794.000000 Penalty: 5927.698730
	Iteration 99Q: 3 clusters Score -1.938679e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 152069 members 
Entering Unmasked Estep 
Score: -19386804.000000 Penalty: 5927.698730
	Iteration 100F: 3 clusters Score -1.93868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 152068 members 
Entering Unmasked Estep 
Score: -19386810.000000 Penalty: 5927.698730
	Iteration 101Q: 3 clusters Score -1.938681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 152066 members 
Entering Unmasked Estep 
Score: -19386806.000000 Penalty: 5927.698730
	Iteration 102Q: 3 clusters Score -1.938681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 152064 members 
Entering Unmasked Estep 
Score: -19386784.000000 Penalty: 5927.698730
	Iteration 103Q: 3 clusters Score -1.938678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 152057 members 
Entering Unmasked Estep 
Score: -19386794.000000 Penalty: 5927.698730
	Iteration 104Q: 3 clusters Score -1.938679e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 152049 members 
Entering Unmasked Estep 
Score: -19386802.000000 Penalty: 5927.698730
	Iteration 105Q: 3 clusters Score -1.93868e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 152041 members 
Entering Unmasked Estep 
Score: -19386804.000000 Penalty: 5927.698730
	Iteration 106Q: 3 clusters Score -1.93868e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 152041 members 
Entering Unmasked Estep 
Score: -19386810.000000 Penalty: 5927.698730
	Iteration 107Q: 3 clusters Score -1.938681e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 152037 members 
Entering Unmasked Estep 
Score: -19386792.000000 Penalty: 5927.698730
	Iteration 108Q: 3 clusters Score -1.938679e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 152037 members 
Entering Unmasked Estep 
Score: -19386796.000000 Penalty: 5927.698730
	Iteration 109Q: 3 clusters Score -1.93868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 152046 members 
Entering Unmasked Estep 
Score: -19386798.000000 Penalty: 5927.698730
	Iteration 110Q: 3 clusters Score -1.93868e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 152058 members 
Entering Unmasked Estep 
Score: -19386800.000000 Penalty: 5927.698730
	Iteration 111Q: 3 clusters Score -1.93868e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 152070 members 
Entering Unmasked Estep 
Score: -19386818.000000 Penalty: 5927.698730
	Iteration 112Q: 3 clusters Score -1.938682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 152078 members 
Entering Unmasked Estep 
Score: -19386814.000000 Penalty: 5927.698730
	Iteration 113Q: 3 clusters Score -1.938681e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 152088 members 
Entering Unmasked Estep 
Score: -19386826.000000 Penalty: 5927.698730
	Iteration 114Q: 3 clusters Score -1.938683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 152101 members 
Entering Unmasked Estep 
Score: -19386820.000000 Penalty: 5927.698730
	Iteration 115Q: 3 clusters Score -1.938682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 152109 members 
Entering Unmasked Estep 
Score: -19386818.000000 Penalty: 5927.698730
	Iteration 116Q: 3 clusters Score -1.938682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 152113 members 
Entering Unmasked Estep 
Score: -19386814.000000 Penalty: 5927.698730
	Iteration 117Q: 3 clusters Score -1.938681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 152115 members 
Entering Unmasked Estep 
Score: -19386822.000000 Penalty: 5927.698730
	Iteration 118Q: 3 clusters Score -1.938682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 152117 members 
Entering Unmasked Estep 
Score: -19386826.000000 Penalty: 5927.698730
	Iteration 119Q: 3 clusters Score -1.938683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 152116 members 
Entering Unmasked Estep 
Score: -19386830.000000 Penalty: 5927.698730
	Iteration 120F: 3 clusters Score -1.938683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 152116 members 
Entering Unmasked Estep 
Score: -19386832.000000 Penalty: 5927.698730
	Iteration 121Q: 3 clusters Score -1.938683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 152117 members 
Entering Unmasked Estep 
Score: -19386836.000000 Penalty: 5927.698730
	Iteration 122Q: 3 clusters Score -1.938684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 152117 members 
Entering Unmasked Estep 
Score: -19386830.000000 Penalty: 5927.698730
	Iteration 123Q: 3 clusters Score -1.938683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 152117 members 
Entering Unmasked Estep 
Score: -19386834.000000 Penalty: 5927.698730
	Iteration 124Q: 3 clusters Score -1.938683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 152117 members 
Entering Unmasked Estep 
Score: -19386838.000000 Penalty: 5927.698730
	Iteration 125Q: 3 clusters Score -1.938684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 152119 members 
Entering Unmasked Estep 
Score: -19386836.000000 Penalty: 5927.698730
	Iteration 126Q: 3 clusters Score -1.938684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 152120 members 
Entering Unmasked Estep 
Score: -19386846.000000 Penalty: 5927.698730
	Iteration 127Q: 3 clusters Score -1.938685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 152122 members 
Entering Unmasked Estep 
Score: -19386836.000000 Penalty: 5927.698730
	Iteration 128Q: 3 clusters Score -1.938684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 152124 members 
Entering Unmasked Estep 
Score: -19386834.000000 Penalty: 5927.698730
	Iteration 129Q: 3 clusters Score -1.938683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 152125 members 
Entering Unmasked Estep 
Score: -19386834.000000 Penalty: 5927.698730
	Iteration 130Q: 3 clusters Score -1.938683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 152126 members 
Entering Unmasked Estep 
Score: -19386832.000000 Penalty: 5927.698730
	Iteration 131Q: 3 clusters Score -1.938683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 152124 members 
Entering Unmasked Estep 
Score: -19386834.000000 Penalty: 5927.698730
	Iteration 132Q: 3 clusters Score -1.938683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 152122 members 
Entering Unmasked Estep 
Score: -19386842.000000 Penalty: 5927.698730
	Iteration 133Q: 3 clusters Score -1.938684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 152121 members 
Entering Unmasked Estep 
Score: -19386828.000000 Penalty: 5927.698730
	Iteration 134Q: 3 clusters Score -1.938683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 152115 members 
Entering Unmasked Estep 
Score: -19386832.000000 Penalty: 5927.698730
	Iteration 135Q: 3 clusters Score -1.938683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 152115 members 
Entering Unmasked Estep 
Score: -19386828.000000 Penalty: 5927.698730
	Iteration 136Q: 3 clusters Score -1.938683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 152115 members 
Entering Unmasked Estep 
Score: -19386838.000000 Penalty: 5927.698730
	Iteration 137Q: 3 clusters Score -1.938684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 152114 members 
Entering Unmasked Estep 
Score: -19386848.000000 Penalty: 5927.698730
	Iteration 138Q: 3 clusters Score -1.938685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 152113 members 
Entering Unmasked Estep 
Score: -19386838.000000 Penalty: 5927.698730
	Iteration 139Q: 3 clusters Score -1.938684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 152114 members 
Entering Unmasked Estep 
Score: -19386846.000000 Penalty: 5927.698730
	Iteration 140F: 3 clusters Score -1.938685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Entering Unmasked Estep 
Score: -379237.875000 Penalty: 2049.306396
	Iteration 0F: 2 clusters Score -379237.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -375442.562500 Penalty: 4098.612793
	Iteration 0F: 3 clusters Score -375442.6 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -376560.687500 Penalty: 4098.612793
	Iteration 1F: 3 clusters Score -376560.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -377079.906250 Penalty: 4098.612793
	Iteration 2F: 3 clusters Score -377079.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -377605.500000 Penalty: 4098.612793
	Iteration 3F: 3 clusters Score -377605.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -378082.156250 Penalty: 4098.612793
	Iteration 4F: 3 clusters Score -378082.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -378453.843750 Penalty: 4098.612793
	Iteration 5F: 3 clusters Score -378453.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -378682.687500 Penalty: 4098.612793
	Iteration 6Q: 3 clusters Score -378682.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -378788.437500 Penalty: 4098.612793
	Iteration 7Q: 3 clusters Score -378788.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -378843.406250 Penalty: 4098.612793
	Iteration 8Q: 3 clusters Score -378843.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -378865.406250 Penalty: 4098.612793
	Iteration 9Q: 3 clusters Score -378865.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -378871.875000 Penalty: 4098.612793
	Iteration 10Q: 3 clusters Score -378871.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -378876.843750 Penalty: 4098.612793
	Iteration 11Q: 3 clusters Score -378876.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -378879.812500 Penalty: 4098.612793
	Iteration 12Q: 3 clusters Score -378879.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -378881.062500 Penalty: 4098.612793
	Iteration 13Q: 3 clusters Score -378881.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -378882.156250 Penalty: 4098.612793
	Iteration 14Q: 3 clusters Score -378882.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -378881.562500 Penalty: 4098.612793
	Iteration 15Q: 3 clusters Score -378881.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -378881.562500 Penalty: 4098.612793
	Iteration 16F: 3 clusters Score -378881.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (217844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217844 members 
Entering Unmasked Estep 
Score: -27095916.000000 Penalty: 3048.300537
	Iteration 0F: 2 clusters Score -2.709592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108841 members 
Mstep: Class 2 contains 109003 members 
Entering Unmasked Estep 
Score: -26957252.000000 Penalty: 6096.601074
	Iteration 0F: 3 clusters Score -2.695725e+07 nChanged 105002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109229 members 
Mstep: Class 2 contains 108615 members 
Entering Unmasked Estep 
Score: -27019328.000000 Penalty: 6096.601074
	Iteration 1F: 3 clusters Score -2.701933e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109094 members 
Mstep: Class 2 contains 108750 members 
Entering Unmasked Estep 
Score: -27020710.000000 Penalty: 6096.601074
	Iteration 2Q: 3 clusters Score -2.702071e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108738 members 
Mstep: Class 2 contains 109106 members 
Entering Unmasked Estep 
Score: -27022738.000000 Penalty: 6096.601074
	Iteration 3Q: 3 clusters Score -2.702274e+07 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107952 members 
Mstep: Class 2 contains 109892 members 
Entering Unmasked Estep 
Score: -27025372.000000 Penalty: 6096.601074
	Iteration 4Q: 3 clusters Score -2.702537e+07 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106841 members 
Mstep: Class 2 contains 111003 members 
Entering Unmasked Estep 
Score: -27029644.000000 Penalty: 6096.601074
	Iteration 5Q: 3 clusters Score -2.702964e+07 nChanged 11418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105503 members 
Mstep: Class 2 contains 112341 members 
Entering Unmasked Estep 
Score: -27036222.000000 Penalty: 6096.601074
	Iteration 6F: 3 clusters Score -2.703622e+07 nChanged 13189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104384 members 
Mstep: Class 2 contains 113460 members 
Entering Unmasked Estep 
Score: -27044448.000000 Penalty: 6096.601074
	Iteration 7F: 3 clusters Score -2.704445e+07 nChanged 14149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104051 members 
Mstep: Class 2 contains 113793 members 
Entering Unmasked Estep 
Score: -27053496.000000 Penalty: 6096.601074
	Iteration 8F: 3 clusters Score -2.70535e+07 nChanged 13562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104835 members 
Mstep: Class 2 contains 113009 members 
Entering Unmasked Estep 
Score: -27061430.000000 Penalty: 6096.601074
	Iteration 9F: 3 clusters Score -2.706143e+07 nChanged 11866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106491 members 
Mstep: Class 2 contains 111353 members 
Entering Unmasked Estep 
Score: -27067702.000000 Penalty: 6096.601074
	Iteration 10F: 3 clusters Score -2.70677e+07 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108570 members 
Mstep: Class 2 contains 109274 members 
Entering Unmasked Estep 
Score: -27071928.000000 Penalty: 6096.601074
	Iteration 11Q: 3 clusters Score -2.707193e+07 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110527 members 
Mstep: Class 2 contains 107317 members 
Entering Unmasked Estep 
Score: -27074304.000000 Penalty: 6096.601074
	Iteration 12Q: 3 clusters Score -2.70743e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112285 members 
Mstep: Class 2 contains 105559 members 
Entering Unmasked Estep 
Score: -27075766.000000 Penalty: 6096.601074
	Iteration 13Q: 3 clusters Score -2.707577e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113922 members 
Mstep: Class 2 contains 103922 members 
Entering Unmasked Estep 
Score: -27076682.000000 Penalty: 6096.601074
	Iteration 14Q: 3 clusters Score -2.707668e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115541 members 
Mstep: Class 2 contains 102303 members 
Entering Unmasked Estep 
Score: -27077238.000000 Penalty: 6096.601074
	Iteration 15Q: 3 clusters Score -2.707724e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117233 members 
Mstep: Class 2 contains 100611 members 
Entering Unmasked Estep 
Score: -27077756.000000 Penalty: 6096.601074
	Iteration 16Q: 3 clusters Score -2.707776e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118945 members 
Mstep: Class 2 contains 98899 members 
Entering Unmasked Estep 
Score: -27078470.000000 Penalty: 6096.601074
	Iteration 17Q: 3 clusters Score -2.707847e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120695 members 
Mstep: Class 2 contains 97149 members 
Entering Unmasked Estep 
Score: -27079076.000000 Penalty: 6096.601074
	Iteration 18Q: 3 clusters Score -2.707908e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122628 members 
Mstep: Class 2 contains 95216 members 
Entering Unmasked Estep 
Score: -27079716.000000 Penalty: 6096.601074
	Iteration 19Q: 3 clusters Score -2.707972e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124645 members 
Mstep: Class 2 contains 93199 members 
Entering Unmasked Estep 
Score: -27080580.000000 Penalty: 6096.601074
	Iteration 20F: 3 clusters Score -2.708058e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126753 members 
Mstep: Class 2 contains 91091 members 
Entering Unmasked Estep 
Score: -27081204.000000 Penalty: 6096.601074
	Iteration 21Q: 3 clusters Score -2.70812e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129056 members 
Mstep: Class 2 contains 88788 members 
Entering Unmasked Estep 
Score: -27081990.000000 Penalty: 6096.601074
	Iteration 22Q: 3 clusters Score -2.708199e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131367 members 
Mstep: Class 2 contains 86477 members 
Entering Unmasked Estep 
Score: -27082690.000000 Penalty: 6096.601074
	Iteration 23Q: 3 clusters Score -2.708269e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133656 members 
Mstep: Class 2 contains 84188 members 
Entering Unmasked Estep 
Score: -27083364.000000 Penalty: 6096.601074
	Iteration 24Q: 3 clusters Score -2.708336e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136006 members 
Mstep: Class 2 contains 81838 members 
Entering Unmasked Estep 
Score: -27084080.000000 Penalty: 6096.601074
	Iteration 25Q: 3 clusters Score -2.708408e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138532 members 
Mstep: Class 2 contains 79312 members 
Entering Unmasked Estep 
Score: -27084776.000000 Penalty: 6096.601074
	Iteration 26Q: 3 clusters Score -2.708478e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141170 members 
Mstep: Class 2 contains 76674 members 
Entering Unmasked Estep 
Score: -27085498.000000 Penalty: 6096.601074
	Iteration 27Q: 3 clusters Score -2.70855e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143758 members 
Mstep: Class 2 contains 74086 members 
Entering Unmasked Estep 
Score: -27086138.000000 Penalty: 6096.601074
	Iteration 28Q: 3 clusters Score -2.708614e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146340 members 
Mstep: Class 2 contains 71504 members 
Entering Unmasked Estep 
Score: -27086684.000000 Penalty: 6096.601074
	Iteration 29Q: 3 clusters Score -2.708668e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148896 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -27087492.000000 Penalty: 6096.601074
	Iteration 30Q: 3 clusters Score -2.708749e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151498 members 
Mstep: Class 2 contains 66346 members 
Entering Unmasked Estep 
Score: -27088188.000000 Penalty: 6096.601074
	Iteration 31Q: 3 clusters Score -2.708819e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154133 members 
Mstep: Class 2 contains 63711 members 
Entering Unmasked Estep 
Score: -27088576.000000 Penalty: 6096.601074
	Iteration 32Q: 3 clusters Score -2.708858e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156806 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -27089258.000000 Penalty: 6096.601074
	Iteration 33Q: 3 clusters Score -2.708926e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159551 members 
Mstep: Class 2 contains 58293 members 
Entering Unmasked Estep 
Score: -27089738.000000 Penalty: 6096.601074
	Iteration 34Q: 3 clusters Score -2.708974e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162240 members 
Mstep: Class 2 contains 55604 members 
Entering Unmasked Estep 
Score: -27090236.000000 Penalty: 6096.601074
	Iteration 35Q: 3 clusters Score -2.709024e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165082 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -27090744.000000 Penalty: 6096.601074
	Iteration 36Q: 3 clusters Score -2.709074e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168006 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -27091198.000000 Penalty: 6096.601074
	Iteration 37Q: 3 clusters Score -2.70912e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171013 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -27091862.000000 Penalty: 6096.601074
	Iteration 38Q: 3 clusters Score -2.709186e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174049 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -27092514.000000 Penalty: 6096.601074
	Iteration 39Q: 3 clusters Score -2.709251e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177185 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -27093256.000000 Penalty: 6096.601074
	Iteration 40F: 3 clusters Score -2.709326e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180270 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -27093760.000000 Penalty: 6096.601074
	Iteration 41Q: 3 clusters Score -2.709376e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183307 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -27094254.000000 Penalty: 6096.601074
	Iteration 42Q: 3 clusters Score -2.709425e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186238 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -27094870.000000 Penalty: 6096.601074
	Iteration 43Q: 3 clusters Score -2.709487e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188986 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -27095194.000000 Penalty: 6096.601074
	Iteration 44Q: 3 clusters Score -2.709519e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191489 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -27095572.000000 Penalty: 6096.601074
	Iteration 45Q: 3 clusters Score -2.709557e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193895 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -27096076.000000 Penalty: 6096.601074
	Iteration 46Q: 3 clusters Score -2.709608e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196047 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -27096612.000000 Penalty: 6096.601074
	Iteration 47Q: 3 clusters Score -2.709661e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197947 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -27096810.000000 Penalty: 6096.601074
	Iteration 48Q: 3 clusters Score -2.709681e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199632 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -27097030.000000 Penalty: 6096.601074
	Iteration 49Q: 3 clusters Score -2.709703e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201183 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -27097374.000000 Penalty: 6096.601074
	Iteration 50Q: 3 clusters Score -2.709737e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202594 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -27097582.000000 Penalty: 6096.601074
	Iteration 51Q: 3 clusters Score -2.709758e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203855 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -27097596.000000 Penalty: 6096.601074
	Iteration 52Q: 3 clusters Score -2.70976e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204993 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -27097572.000000 Penalty: 6096.601074
	Iteration 53Q: 3 clusters Score -2.709757e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205993 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -27097586.000000 Penalty: 6096.601074
	Iteration 54Q: 3 clusters Score -2.709759e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206863 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -27097598.000000 Penalty: 6096.601074
	Iteration 55Q: 3 clusters Score -2.70976e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207584 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -27097630.000000 Penalty: 6096.601074
	Iteration 56Q: 3 clusters Score -2.709763e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208207 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -27097728.000000 Penalty: 6096.601074
	Iteration 57Q: 3 clusters Score -2.709773e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208728 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -27097844.000000 Penalty: 6096.601074
	Iteration 58Q: 3 clusters Score -2.709784e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209156 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -27097970.000000 Penalty: 6096.601074
	Iteration 59Q: 3 clusters Score -2.709797e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209499 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -27098082.000000 Penalty: 6096.601074
	Iteration 60F: 3 clusters Score -2.709808e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209799 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -27098176.000000 Penalty: 6096.601074
	Iteration 61Q: 3 clusters Score -2.709818e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210056 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -27098266.000000 Penalty: 6096.601074
	Iteration 62Q: 3 clusters Score -2.709827e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210281 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -27098328.000000 Penalty: 6096.601074
	Iteration 63Q: 3 clusters Score -2.709833e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210468 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -27098394.000000 Penalty: 6096.601074
	Iteration 64Q: 3 clusters Score -2.709839e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210633 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -27098410.000000 Penalty: 6096.601074
	Iteration 65Q: 3 clusters Score -2.709841e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210783 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -27098482.000000 Penalty: 6096.601074
	Iteration 66Q: 3 clusters Score -2.709848e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210919 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -27098470.000000 Penalty: 6096.601074
	Iteration 67Q: 3 clusters Score -2.709847e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211023 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -27098434.000000 Penalty: 6096.601074
	Iteration 68Q: 3 clusters Score -2.709843e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211133 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -27098478.000000 Penalty: 6096.601074
	Iteration 69Q: 3 clusters Score -2.709848e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211231 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -27098516.000000 Penalty: 6096.601074
	Iteration 70Q: 3 clusters Score -2.709852e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211312 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -27098508.000000 Penalty: 6096.601074
	Iteration 71Q: 3 clusters Score -2.709851e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211374 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -27098580.000000 Penalty: 6096.601074
	Iteration 72Q: 3 clusters Score -2.709858e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211430 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -27098612.000000 Penalty: 6096.601074
	Iteration 73Q: 3 clusters Score -2.709861e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211477 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -27098574.000000 Penalty: 6096.601074
	Iteration 74Q: 3 clusters Score -2.709857e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211529 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -27098566.000000 Penalty: 6096.601074
	Iteration 75Q: 3 clusters Score -2.709857e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211577 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -27098568.000000 Penalty: 6096.601074
	Iteration 76Q: 3 clusters Score -2.709857e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211618 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -27098546.000000 Penalty: 6096.601074
	Iteration 77Q: 3 clusters Score -2.709855e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211660 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -27098580.000000 Penalty: 6096.601074
	Iteration 78Q: 3 clusters Score -2.709858e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211692 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -27098572.000000 Penalty: 6096.601074
	Iteration 79Q: 3 clusters Score -2.709857e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211719 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -27098578.000000 Penalty: 6096.601074
	Iteration 80F: 3 clusters Score -2.709858e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211720 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -27098552.000000 Penalty: 6096.601074
	Iteration 81Q: 3 clusters Score -2.709855e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211714 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -27098564.000000 Penalty: 6096.601074
	Iteration 82Q: 3 clusters Score -2.709856e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211715 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -27098568.000000 Penalty: 6096.601074
	Iteration 83Q: 3 clusters Score -2.709857e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211722 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -27098616.000000 Penalty: 6096.601074
	Iteration 84Q: 3 clusters Score -2.709862e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211727 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -27098618.000000 Penalty: 6096.601074
	Iteration 85Q: 3 clusters Score -2.709862e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211735 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -27098656.000000 Penalty: 6096.601074
	Iteration 86Q: 3 clusters Score -2.709866e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211744 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -27098648.000000 Penalty: 6096.601074
	Iteration 87Q: 3 clusters Score -2.709865e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211754 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -27098648.000000 Penalty: 6096.601074
	Iteration 88Q: 3 clusters Score -2.709865e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211764 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -27098622.000000 Penalty: 6096.601074
	Iteration 89Q: 3 clusters Score -2.709862e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211776 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -27098616.000000 Penalty: 6096.601074
	Iteration 90Q: 3 clusters Score -2.709862e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211785 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -27098578.000000 Penalty: 6096.601074
	Iteration 91Q: 3 clusters Score -2.709858e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211788 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -27098570.000000 Penalty: 6096.601074
	Iteration 92Q: 3 clusters Score -2.709857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211792 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -27098558.000000 Penalty: 6096.601074
	Iteration 93Q: 3 clusters Score -2.709856e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211791 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -27098592.000000 Penalty: 6096.601074
	Iteration 94Q: 3 clusters Score -2.709859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211792 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -27098576.000000 Penalty: 6096.601074
	Iteration 95Q: 3 clusters Score -2.709858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211789 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -27098600.000000 Penalty: 6096.601074
	Iteration 96Q: 3 clusters Score -2.70986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211787 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -27098600.000000 Penalty: 6096.601074
	Iteration 97Q: 3 clusters Score -2.70986e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211783 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -27098604.000000 Penalty: 6096.601074
	Iteration 98Q: 3 clusters Score -2.70986e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211774 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -27098644.000000 Penalty: 6096.601074
	Iteration 99Q: 3 clusters Score -2.709864e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211770 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -27098686.000000 Penalty: 6096.601074
	Iteration 100F: 3 clusters Score -2.709869e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211776 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -27098682.000000 Penalty: 6096.601074
	Iteration 101Q: 3 clusters Score -2.709868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211774 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -27098700.000000 Penalty: 6096.601074
	Iteration 102Q: 3 clusters Score -2.70987e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211782 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -27098704.000000 Penalty: 6096.601074
	Iteration 103Q: 3 clusters Score -2.70987e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211785 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -27098690.000000 Penalty: 6096.601074
	Iteration 104Q: 3 clusters Score -2.709869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211789 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -27098668.000000 Penalty: 6096.601074
	Iteration 105Q: 3 clusters Score -2.709867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211794 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -27098656.000000 Penalty: 6096.601074
	Iteration 106Q: 3 clusters Score -2.709866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211793 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -27098692.000000 Penalty: 6096.601074
	Iteration 107Q: 3 clusters Score -2.709869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211795 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -27098684.000000 Penalty: 6096.601074
	Iteration 108Q: 3 clusters Score -2.709868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211797 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -27098678.000000 Penalty: 6096.601074
	Iteration 109Q: 3 clusters Score -2.709868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211798 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -27098682.000000 Penalty: 6096.601074
	Iteration 110Q: 3 clusters Score -2.709868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211799 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -27098678.000000 Penalty: 6096.601074
	Iteration 111Q: 3 clusters Score -2.709868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211799 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -27098678.000000 Penalty: 6096.601074
	Iteration 112F: 3 clusters Score -2.709868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 81801 members 
Mstep: Class 3 contains 566 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 4050 members 
Mstep: Class 6 contains 502 members 
Mstep: Class 7 contains 10539 members 
Mstep: Class 8 contains 18538 members 
Mstep: Class 9 contains 320505 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 65129 members 
Mstep: Class 13 contains 15562 members 
Mstep: Class 14 contains 21915 members 
Mstep: Class 15 contains 29628 members 
Mstep: Class 16 contains 5477 members 
Mstep: Class 17 contains 1865 members 
Mstep: Class 18 contains 154973 members 
Mstep: Class 19 contains 3879 members 
Mstep: Class 20 contains 211799 members 
Mstep: Class 21 contains 21882 members 
Mstep: Class 22 contains 2595 members 
Mstep: Class 23 contains 4543 members 
Mstep: Class 24 contains 42523 members 
Mstep: Class 25 contains 216690 members 
Mstep: Class 26 contains 6045 members 
Entering Unmasked Estep 
Score: -154569824.000000 Penalty: 90644.539062
Splitting cluster 20 changes total score from -154566256.000000 to -154569824.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 21 (21882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Entering Unmasked Estep 
Score: -2735395.250000 Penalty: 2478.368164
	Iteration 0F: 2 clusters Score -2735395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2720230.000000 Penalty: 4956.736328
	Iteration 0F: 3 clusters Score -2720230 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2725431.250000 Penalty: 4956.736328
	Iteration 1F: 3 clusters Score -2725431 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2725966.750000 Penalty: 4956.736328
	Iteration 2F: 3 clusters Score -2725967 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2726496.750000 Penalty: 4956.736328
	Iteration 3F: 3 clusters Score -2726497 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2727097.500000 Penalty: 4956.736328
	Iteration 4F: 3 clusters Score -2727098 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2727749.500000 Penalty: 4956.736328
	Iteration 5F: 3 clusters Score -2727750 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2728511.750000 Penalty: 4956.736328
	Iteration 6Q: 3 clusters Score -2728512 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2729323.000000 Penalty: 4956.736328
	Iteration 7F: 3 clusters Score -2729323 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2730219.250000 Penalty: 4956.736328
	Iteration 8F: 3 clusters Score -2730219 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2731149.750000 Penalty: 4956.736328
	Iteration 9F: 3 clusters Score -2731150 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2731846.000000 Penalty: 4956.736328
	Iteration 10F: 3 clusters Score -2731846 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2732332.000000 Penalty: 4956.736328
	Iteration 11Q: 3 clusters Score -2732332 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2732696.500000 Penalty: 4956.736328
	Iteration 12Q: 3 clusters Score -2732696 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2732936.750000 Penalty: 4956.736328
	Iteration 13Q: 3 clusters Score -2732937 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2733140.000000 Penalty: 4956.736328
	Iteration 14Q: 3 clusters Score -2733140 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2733262.250000 Penalty: 4956.736328
	Iteration 15Q: 3 clusters Score -2733262 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2733390.750000 Penalty: 4956.736328
	Iteration 16Q: 3 clusters Score -2733391 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2733488.750000 Penalty: 4956.736328
	Iteration 17Q: 3 clusters Score -2733489 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2733584.000000 Penalty: 4956.736328
	Iteration 18Q: 3 clusters Score -2733584 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2733679.250000 Penalty: 4956.736328
	Iteration 19Q: 3 clusters Score -2733679 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2733740.250000 Penalty: 4956.736328
	Iteration 20F: 3 clusters Score -2733740 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2733816.000000 Penalty: 4956.736328
	Iteration 21Q: 3 clusters Score -2733816 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2733894.000000 Penalty: 4956.736328
	Iteration 22Q: 3 clusters Score -2733894 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2733989.000000 Penalty: 4956.736328
	Iteration 23Q: 3 clusters Score -2733989 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2734063.500000 Penalty: 4956.736328
	Iteration 24Q: 3 clusters Score -2734064 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2734128.250000 Penalty: 4956.736328
	Iteration 25Q: 3 clusters Score -2734128 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2734191.250000 Penalty: 4956.736328
	Iteration 26Q: 3 clusters Score -2734191 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2734246.250000 Penalty: 4956.736328
	Iteration 27Q: 3 clusters Score -2734246 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2734302.000000 Penalty: 4956.736328
	Iteration 28Q: 3 clusters Score -2734302 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2734347.750000 Penalty: 4956.736328
	Iteration 29Q: 3 clusters Score -2734348 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2734397.250000 Penalty: 4956.736328
	Iteration 30Q: 3 clusters Score -2734397 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2734422.000000 Penalty: 4956.736328
	Iteration 31Q: 3 clusters Score -2734422 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2734457.000000 Penalty: 4956.736328
	Iteration 32Q: 3 clusters Score -2734457 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2734475.250000 Penalty: 4956.736328
	Iteration 33Q: 3 clusters Score -2734475 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2734504.000000 Penalty: 4956.736328
	Iteration 34Q: 3 clusters Score -2734504 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2734525.500000 Penalty: 4956.736328
	Iteration 35Q: 3 clusters Score -2734526 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2734545.000000 Penalty: 4956.736328
	Iteration 36Q: 3 clusters Score -2734545 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2734553.500000 Penalty: 4956.736328
	Iteration 37Q: 3 clusters Score -2734554 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2734558.000000 Penalty: 4956.736328
	Iteration 38Q: 3 clusters Score -2734558 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2734557.000000 Penalty: 4956.736328
	Iteration 39Q: 3 clusters Score -2734557 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2734567.500000 Penalty: 4956.736328
	Iteration 40F: 3 clusters Score -2734568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2734575.750000 Penalty: 4956.736328
	Iteration 41Q: 3 clusters Score -2734576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2734585.500000 Penalty: 4956.736328
	Iteration 42Q: 3 clusters Score -2734586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2734593.000000 Penalty: 4956.736328
	Iteration 43Q: 3 clusters Score -2734593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2734590.750000 Penalty: 4956.736328
	Iteration 44Q: 3 clusters Score -2734591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2734594.500000 Penalty: 4956.736328
	Iteration 45Q: 3 clusters Score -2734594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2734605.750000 Penalty: 4956.736328
	Iteration 46Q: 3 clusters Score -2734606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2734608.750000 Penalty: 4956.736328
	Iteration 47Q: 3 clusters Score -2734609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2734608.250000 Penalty: 4956.736328
	Iteration 48Q: 3 clusters Score -2734608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2734605.250000 Penalty: 4956.736328
	Iteration 49Q: 3 clusters Score -2734605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2734607.500000 Penalty: 4956.736328
	Iteration 50Q: 3 clusters Score -2734608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2734609.750000 Penalty: 4956.736328
	Iteration 51Q: 3 clusters Score -2734610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2734611.250000 Penalty: 4956.736328
	Iteration 52Q: 3 clusters Score -2734611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2734613.250000 Penalty: 4956.736328
	Iteration 53Q: 3 clusters Score -2734613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2734614.000000 Penalty: 4956.736328
	Iteration 54Q: 3 clusters Score -2734614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2734611.750000 Penalty: 4956.736328
	Iteration 55Q: 3 clusters Score -2734612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2734608.750000 Penalty: 4956.736328
	Iteration 56Q: 3 clusters Score -2734609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2734608.750000 Penalty: 4956.736328
	Iteration 57F: 3 clusters Score -2734609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Entering Unmasked Estep 
Score: -273014.437500 Penalty: 1949.612793
	Iteration 0F: 2 clusters Score -273014.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -270078.875000 Penalty: 3899.225586
	Iteration 0F: 3 clusters Score -270078.9 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -270793.250000 Penalty: 3899.225586
	Iteration 1F: 3 clusters Score -270793.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -271079.625000 Penalty: 3899.225586
	Iteration 2F: 3 clusters Score -271079.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -271423.125000 Penalty: 3899.225586
	Iteration 3F: 3 clusters Score -271423.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -271764.000000 Penalty: 3899.225586
	Iteration 4F: 3 clusters Score -271764 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -271964.125000 Penalty: 3899.225586
	Iteration 5F: 3 clusters Score -271964.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -272085.437500 Penalty: 3899.225586
	Iteration 6Q: 3 clusters Score -272085.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -272158.468750 Penalty: 3899.225586
	Iteration 7Q: 3 clusters Score -272158.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -272215.281250 Penalty: 3899.225586
	Iteration 8Q: 3 clusters Score -272215.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -272258.781250 Penalty: 3899.225586
	Iteration 9Q: 3 clusters Score -272258.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -272291.468750 Penalty: 3899.225586
	Iteration 10Q: 3 clusters Score -272291.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -272325.062500 Penalty: 3899.225586
	Iteration 11Q: 3 clusters Score -272325.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -272343.875000 Penalty: 3899.225586
	Iteration 12Q: 3 clusters Score -272343.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -272363.656250 Penalty: 3899.225586
	Iteration 13Q: 3 clusters Score -272363.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -272386.843750 Penalty: 3899.225586
	Iteration 14Q: 3 clusters Score -272386.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -272423.937500 Penalty: 3899.225586
	Iteration 15Q: 3 clusters Score -272423.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -272443.468750 Penalty: 3899.225586
	Iteration 16Q: 3 clusters Score -272443.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -272462.812500 Penalty: 3899.225586
	Iteration 17Q: 3 clusters Score -272462.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -272479.218750 Penalty: 3899.225586
	Iteration 18Q: 3 clusters Score -272479.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -272507.375000 Penalty: 3899.225586
	Iteration 19Q: 3 clusters Score -272507.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -272547.031250 Penalty: 3899.225586
	Iteration 20F: 3 clusters Score -272547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -272628.625000 Penalty: 3899.225586
	Iteration 21Q: 3 clusters Score -272628.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -272723.812500 Penalty: 3899.225586
	Iteration 22Q: 3 clusters Score -272723.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -272776.531250 Penalty: 3899.225586
	Iteration 23Q: 3 clusters Score -272776.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -272808.343750 Penalty: 3899.225586
	Iteration 24Q: 3 clusters Score -272808.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -272816.218750 Penalty: 3899.225586
	Iteration 25Q: 3 clusters Score -272816.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -272835.093750 Penalty: 3899.225586
	Iteration 26Q: 3 clusters Score -272835.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -272841.687500 Penalty: 3899.225586
	Iteration 27Q: 3 clusters Score -272841.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -272846.968750 Penalty: 3899.225586
	Iteration 28Q: 3 clusters Score -272847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -272849.781250 Penalty: 3899.225586
	Iteration 29Q: 3 clusters Score -272849.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -272850.312500 Penalty: 3899.225586
	Iteration 30Q: 3 clusters Score -272850.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -272850.593750 Penalty: 3899.225586
	Iteration 31Q: 3 clusters Score -272850.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -272850.968750 Penalty: 3899.225586
	Iteration 32Q: 3 clusters Score -272851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -272850.968750 Penalty: 3899.225586
	Iteration 33F: 3 clusters Score -272851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 81801 members 
Mstep: Class 3 contains 566 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 4050 members 
Mstep: Class 6 contains 502 members 
Mstep: Class 7 contains 10539 members 
Mstep: Class 8 contains 18538 members 
Mstep: Class 9 contains 320505 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 65129 members 
Mstep: Class 13 contains 15562 members 
Mstep: Class 14 contains 21915 members 
Mstep: Class 15 contains 29628 members 
Mstep: Class 16 contains 5477 members 
Mstep: Class 18 contains 154973 members 
Mstep: Class 19 contains 3879 members 
Mstep: Class 20 contains 211799 members 
Mstep: Class 21 contains 21882 members 
Mstep: Class 22 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574176.000000 Penalty: 90644.539062
Iteration 79Q: 27 clusters Score -1.545742e+08 nChanged 11687
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 82032 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 4062 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 10562 members 
Mstep: Class 8 contains 18605 members 
Mstep: Class 9 contains 320361 members 
Mstep: Class 10 contains 4342 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 65354 members 
Mstep: Class 13 contains 15719 members 
Mstep: Class 14 contains 22099 members 
Mstep: Class 15 contains 30202 members 
Mstep: Class 16 contains 6017 members 
Mstep: Class 17 contains 1864 members 
Mstep: Class 18 contains 155041 members 
Mstep: Class 19 contains 3874 members 
Mstep: Class 20 contains 213251 members 
Mstep: Class 21 contains 21680 members 
Mstep: Class 22 contains 2499 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 40774 members 
Mstep: Class 25 contains 215192 members 
Mstep: Class 26 contains 6047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578992.000000 Penalty: 90644.539062
Iteration 80F: 27 clusters Score -1.54579e+08 nChanged 12258
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 81482 members 
Mstep: Class 3 contains 594 members 
Mstep: Class 4 contains 1876 members 
Mstep: Class 5 contains 4046 members 
Mstep: Class 6 contains 471 members 
Mstep: Class 7 contains 10561 members 
Mstep: Class 8 contains 18613 members 
Mstep: Class 9 contains 319008 members 
Mstep: Class 10 contains 4284 members 
Mstep: Class 11 contains 10893 members 
Mstep: Class 12 contains 64896 members 
Mstep: Class 13 contains 15861 members 
Mstep: Class 14 contains 21925 members 
Mstep: Class 15 contains 30067 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 1881 members 
Mstep: Class 18 contains 153818 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 213496 members 
Mstep: Class 21 contains 21342 members 
Mstep: Class 22 contains 2446 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 41283 members 
Mstep: Class 25 contains 216901 members 
Mstep: Class 26 contains 6995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154583104.000000 Penalty: 90644.539062
Iteration 81Q: 27 clusters Score -1.545831e+08 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 81183 members 
Mstep: Class 3 contains 593 members 
Mstep: Class 4 contains 2070 members 
Mstep: Class 5 contains 4042 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10568 members 
Mstep: Class 8 contains 18632 members 
Mstep: Class 9 contains 318291 members 
Mstep: Class 10 contains 4266 members 
Mstep: Class 11 contains 10847 members 
Mstep: Class 12 contains 64527 members 
Mstep: Class 13 contains 16103 members 
Mstep: Class 14 contains 21770 members 
Mstep: Class 15 contains 30008 members 
Mstep: Class 16 contains 6737 members 
Mstep: Class 17 contains 1886 members 
Mstep: Class 18 contains 152658 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 213732 members 
Mstep: Class 21 contains 21073 members 
Mstep: Class 22 contains 2404 members 
Mstep: Class 23 contains 4918 members 
Mstep: Class 24 contains 41489 members 
Mstep: Class 25 contains 217871 members 
Mstep: Class 26 contains 7744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154585008.000000 Penalty: 90644.539062
Iteration 82Q: 27 clusters Score -1.54585e+08 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 81009 members 
Mstep: Class 3 contains 590 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 4035 members 
Mstep: Class 6 contains 468 members 
Mstep: Class 7 contains 10569 members 
Mstep: Class 8 contains 18627 members 
Mstep: Class 9 contains 317800 members 
Mstep: Class 10 contains 4266 members 
Mstep: Class 11 contains 10819 members 
Mstep: Class 12 contains 64192 members 
Mstep: Class 13 contains 16362 members 
Mstep: Class 14 contains 21661 members 
Mstep: Class 15 contains 29917 members 
Mstep: Class 16 contains 7146 members 
Mstep: Class 17 contains 1889 members 
Mstep: Class 18 contains 151441 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 213992 members 
Mstep: Class 21 contains 20838 members 
Mstep: Class 22 contains 2416 members 
Mstep: Class 23 contains 5092 members 
Mstep: Class 24 contains 41598 members 
Mstep: Class 25 contains 218632 members 
Mstep: Class 26 contains 8435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154586768.000000 Penalty: 90644.539062
Iteration 83Q: 27 clusters Score -1.545868e+08 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 80812 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 4032 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10582 members 
Mstep: Class 8 contains 18616 members 
Mstep: Class 9 contains 317435 members 
Mstep: Class 10 contains 4268 members 
Mstep: Class 11 contains 10775 members 
Mstep: Class 12 contains 63875 members 
Mstep: Class 13 contains 16597 members 
Mstep: Class 14 contains 21560 members 
Mstep: Class 15 contains 29845 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 1891 members 
Mstep: Class 18 contains 150196 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 214335 members 
Mstep: Class 21 contains 20620 members 
Mstep: Class 22 contains 2441 members 
Mstep: Class 23 contains 5267 members 
Mstep: Class 24 contains 41660 members 
Mstep: Class 25 contains 219235 members 
Mstep: Class 26 contains 9108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154587696.000000 Penalty: 90644.539062
Iteration 84Q: 27 clusters Score -1.545877e+08 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 80645 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2386 members 
Mstep: Class 5 contains 4028 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10588 members 
Mstep: Class 8 contains 18618 members 
Mstep: Class 9 contains 317170 members 
Mstep: Class 10 contains 4269 members 
Mstep: Class 11 contains 10722 members 
Mstep: Class 12 contains 63616 members 
Mstep: Class 13 contains 16810 members 
Mstep: Class 14 contains 21495 members 
Mstep: Class 15 contains 29789 members 
Mstep: Class 16 contains 7978 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 148870 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 214713 members 
Mstep: Class 21 contains 20405 members 
Mstep: Class 22 contains 2460 members 
Mstep: Class 23 contains 5432 members 
Mstep: Class 24 contains 41661 members 
Mstep: Class 25 contains 219744 members 
Mstep: Class 26 contains 9812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588976.000000 Penalty: 90644.539062
Iteration 85Q: 27 clusters Score -1.54589e+08 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 80520 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2450 members 
Mstep: Class 5 contains 4028 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10597 members 
Mstep: Class 8 contains 18621 members 
Mstep: Class 9 contains 316962 members 
Mstep: Class 10 contains 4263 members 
Mstep: Class 11 contains 10691 members 
Mstep: Class 12 contains 63429 members 
Mstep: Class 13 contains 16998 members 
Mstep: Class 14 contains 21472 members 
Mstep: Class 15 contains 29736 members 
Mstep: Class 16 contains 8354 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 147463 members 
Mstep: Class 19 contains 3874 members 
Mstep: Class 20 contains 215049 members 
Mstep: Class 21 contains 20224 members 
Mstep: Class 22 contains 2471 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41625 members 
Mstep: Class 25 contains 220204 members 
Mstep: Class 26 contains 10517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154590144.000000 Penalty: 90644.539062
Iteration 86Q: 27 clusters Score -1.545901e+08 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 80408 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 4025 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10617 members 
Mstep: Class 8 contains 18645 members 
Mstep: Class 9 contains 316703 members 
Mstep: Class 10 contains 4263 members 
Mstep: Class 11 contains 10657 members 
Mstep: Class 12 contains 63262 members 
Mstep: Class 13 contains 17168 members 
Mstep: Class 14 contains 21477 members 
Mstep: Class 15 contains 29710 members 
Mstep: Class 16 contains 8714 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 146026 members 
Mstep: Class 19 contains 3880 members 
Mstep: Class 20 contains 215417 members 
Mstep: Class 21 contains 20162 members 
Mstep: Class 22 contains 2483 members 
Mstep: Class 23 contains 5748 members 
Mstep: Class 24 contains 41568 members 
Mstep: Class 25 contains 220664 members 
Mstep: Class 26 contains 11130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154590928.000000 Penalty: 90644.539062
Iteration 87Q: 27 clusters Score -1.545909e+08 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 80317 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2540 members 
Mstep: Class 5 contains 4024 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10649 members 
Mstep: Class 8 contains 18663 members 
Mstep: Class 9 contains 316561 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 10624 members 
Mstep: Class 12 contains 63117 members 
Mstep: Class 13 contains 17335 members 
Mstep: Class 14 contains 21495 members 
Mstep: Class 15 contains 29677 members 
Mstep: Class 16 contains 9071 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 144466 members 
Mstep: Class 19 contains 3882 members 
Mstep: Class 20 contains 215810 members 
Mstep: Class 21 contains 20194 members 
Mstep: Class 22 contains 2492 members 
Mstep: Class 23 contains 5884 members 
Mstep: Class 24 contains 41480 members 
Mstep: Class 25 contains 221060 members 
Mstep: Class 26 contains 11677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591584.000000 Penalty: 90644.539062
Iteration 88Q: 27 clusters Score -1.545916e+08 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 80255 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10660 members 
Mstep: Class 8 contains 18672 members 
Mstep: Class 9 contains 316339 members 
Mstep: Class 10 contains 4255 members 
Mstep: Class 11 contains 10586 members 
Mstep: Class 12 contains 62985 members 
Mstep: Class 13 contains 17477 members 
Mstep: Class 14 contains 21535 members 
Mstep: Class 15 contains 29650 members 
Mstep: Class 16 contains 9333 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 142868 members 
Mstep: Class 19 contains 3882 members 
Mstep: Class 20 contains 216343 members 
Mstep: Class 21 contains 20258 members 
Mstep: Class 22 contains 2507 members 
Mstep: Class 23 contains 6003 members 
Mstep: Class 24 contains 41390 members 
Mstep: Class 25 contains 221600 members 
Mstep: Class 26 contains 12143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591920.000000 Penalty: 90644.539062
Iteration 89Q: 27 clusters Score -1.545919e+08 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 80236 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10666 members 
Mstep: Class 8 contains 18663 members 
Mstep: Class 9 contains 316264 members 
Mstep: Class 10 contains 4251 members 
Mstep: Class 11 contains 10556 members 
Mstep: Class 12 contains 62851 members 
Mstep: Class 13 contains 17608 members 
Mstep: Class 14 contains 21569 members 
Mstep: Class 15 contains 29612 members 
Mstep: Class 16 contains 9538 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 141231 members 
Mstep: Class 19 contains 3881 members 
Mstep: Class 20 contains 216943 members 
Mstep: Class 21 contains 20315 members 
Mstep: Class 22 contains 2525 members 
Mstep: Class 23 contains 6076 members 
Mstep: Class 24 contains 41286 members 
Mstep: Class 25 contains 222119 members 
Mstep: Class 26 contains 12582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154592736.000000 Penalty: 90644.539062
Iteration 90Q: 27 clusters Score -1.545927e+08 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 80249 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2610 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10666 members 
Mstep: Class 8 contains 18669 members 
Mstep: Class 9 contains 316190 members 
Mstep: Class 10 contains 4248 members 
Mstep: Class 11 contains 10519 members 
Mstep: Class 12 contains 62750 members 
Mstep: Class 13 contains 17730 members 
Mstep: Class 14 contains 21614 members 
Mstep: Class 15 contains 29590 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 139472 members 
Mstep: Class 19 contains 3884 members 
Mstep: Class 20 contains 217611 members 
Mstep: Class 21 contains 20354 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 6130 members 
Mstep: Class 24 contains 41184 members 
Mstep: Class 25 contains 222716 members 
Mstep: Class 26 contains 12980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593040.000000 Penalty: 90644.539062
Iteration 91Q: 27 clusters Score -1.54593e+08 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 80269 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10668 members 
Mstep: Class 8 contains 18668 members 
Mstep: Class 9 contains 316125 members 
Mstep: Class 10 contains 4248 members 
Mstep: Class 11 contains 10498 members 
Mstep: Class 12 contains 62655 members 
Mstep: Class 13 contains 17829 members 
Mstep: Class 14 contains 21659 members 
Mstep: Class 15 contains 29566 members 
Mstep: Class 16 contains 9883 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 137766 members 
Mstep: Class 19 contains 3885 members 
Mstep: Class 20 contains 218268 members 
Mstep: Class 21 contains 20476 members 
Mstep: Class 22 contains 2545 members 
Mstep: Class 23 contains 6180 members 
Mstep: Class 24 contains 41094 members 
Mstep: Class 25 contains 223262 members 
Mstep: Class 26 contains 13291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593984.000000 Penalty: 90644.539062
Iteration 92Q: 27 clusters Score -1.54594e+08 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 80289 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 4018 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10663 members 
Mstep: Class 8 contains 18670 members 
Mstep: Class 9 contains 316102 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10485 members 
Mstep: Class 12 contains 62593 members 
Mstep: Class 13 contains 17927 members 
Mstep: Class 14 contains 21701 members 
Mstep: Class 15 contains 29538 members 
Mstep: Class 16 contains 9993 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 135971 members 
Mstep: Class 19 contains 3890 members 
Mstep: Class 20 contains 218911 members 
Mstep: Class 21 contains 20608 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 6220 members 
Mstep: Class 24 contains 41031 members 
Mstep: Class 25 contains 223874 members 
Mstep: Class 26 contains 13598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154594672.000000 Penalty: 90644.539062
Iteration 93Q: 27 clusters Score -1.545947e+08 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 80343 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2645 members 
Mstep: Class 5 contains 4016 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10669 members 
Mstep: Class 8 contains 18677 members 
Mstep: Class 9 contains 316044 members 
Mstep: Class 10 contains 4242 members 
Mstep: Class 11 contains 10470 members 
Mstep: Class 12 contains 62535 members 
Mstep: Class 13 contains 18008 members 
Mstep: Class 14 contains 21723 members 
Mstep: Class 15 contains 29532 members 
Mstep: Class 16 contains 10106 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 134208 members 
Mstep: Class 19 contains 3894 members 
Mstep: Class 20 contains 219567 members 
Mstep: Class 21 contains 20736 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 6244 members 
Mstep: Class 24 contains 40983 members 
Mstep: Class 25 contains 224502 members 
Mstep: Class 26 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595104.000000 Penalty: 90644.539062
Iteration 94Q: 27 clusters Score -1.545951e+08 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 80376 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2650 members 
Mstep: Class 5 contains 4016 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10683 members 
Mstep: Class 8 contains 18677 members 
Mstep: Class 9 contains 315925 members 
Mstep: Class 10 contains 4245 members 
Mstep: Class 11 contains 10456 members 
Mstep: Class 12 contains 62497 members 
Mstep: Class 13 contains 18074 members 
Mstep: Class 14 contains 21766 members 
Mstep: Class 15 contains 29508 members 
Mstep: Class 16 contains 10205 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 132547 members 
Mstep: Class 19 contains 3898 members 
Mstep: Class 20 contains 220258 members 
Mstep: Class 21 contains 20840 members 
Mstep: Class 22 contains 2563 members 
Mstep: Class 23 contains 6268 members 
Mstep: Class 24 contains 40914 members 
Mstep: Class 25 contains 225135 members 
Mstep: Class 26 contains 14079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595760.000000 Penalty: 90644.539062
Iteration 95Q: 27 clusters Score -1.545958e+08 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 80402 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2656 members 
Mstep: Class 5 contains 4018 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10703 members 
Mstep: Class 8 contains 18675 members 
Mstep: Class 9 contains 315860 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10453 members 
Mstep: Class 12 contains 62450 members 
Mstep: Class 13 contains 18133 members 
Mstep: Class 14 contains 21816 members 
Mstep: Class 15 contains 29485 members 
Mstep: Class 16 contains 10280 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 130938 members 
Mstep: Class 19 contains 3903 members 
Mstep: Class 20 contains 220882 members 
Mstep: Class 21 contains 20949 members 
Mstep: Class 22 contains 2563 members 
Mstep: Class 23 contains 6300 members 
Mstep: Class 24 contains 40852 members 
Mstep: Class 25 contains 225763 members 
Mstep: Class 26 contains 14277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596208.000000 Penalty: 90644.539062
Iteration 96Q: 27 clusters Score -1.545962e+08 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 80446 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2659 members 
Mstep: Class 5 contains 4018 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10709 members 
Mstep: Class 8 contains 18681 members 
Mstep: Class 9 contains 315801 members 
Mstep: Class 10 contains 4243 members 
Mstep: Class 11 contains 10447 members 
Mstep: Class 12 contains 62398 members 
Mstep: Class 13 contains 18193 members 
Mstep: Class 14 contains 21855 members 
Mstep: Class 15 contains 29468 members 
Mstep: Class 16 contains 10372 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 129421 members 
Mstep: Class 19 contains 3901 members 
Mstep: Class 20 contains 221453 members 
Mstep: Class 21 contains 21025 members 
Mstep: Class 22 contains 2577 members 
Mstep: Class 23 contains 6324 members 
Mstep: Class 24 contains 40799 members 
Mstep: Class 25 contains 226390 members 
Mstep: Class 26 contains 14448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596624.000000 Penalty: 90644.539062
Iteration 97Q: 27 clusters Score -1.545966e+08 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 80474 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 4018 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10720 members 
Mstep: Class 8 contains 18682 members 
Mstep: Class 9 contains 315741 members 
Mstep: Class 10 contains 4240 members 
Mstep: Class 11 contains 10447 members 
Mstep: Class 12 contains 62374 members 
Mstep: Class 13 contains 18255 members 
Mstep: Class 14 contains 21900 members 
Mstep: Class 15 contains 29447 members 
Mstep: Class 16 contains 10445 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 127962 members 
Mstep: Class 19 contains 3904 members 
Mstep: Class 20 contains 222024 members 
Mstep: Class 21 contains 21065 members 
Mstep: Class 22 contains 2577 members 
Mstep: Class 23 contains 6353 members 
Mstep: Class 24 contains 40743 members 
Mstep: Class 25 contains 227016 members 
Mstep: Class 26 contains 14608 members 
Entering Unmasked Estep 
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Iteration 98Q: 27 clusters Score -1.545972e+08 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 80505 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2664 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10724 members 
Mstep: Class 8 contains 18697 members 
Mstep: Class 9 contains 315604 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10437 members 
Mstep: Class 12 contains 62353 members 
Mstep: Class 13 contains 18327 members 
Mstep: Class 14 contains 21933 members 
Mstep: Class 15 contains 29418 members 
Mstep: Class 16 contains 10511 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 126659 members 
Mstep: Class 19 contains 3908 members 
Mstep: Class 20 contains 222483 members 
Mstep: Class 21 contains 21115 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 6385 members 
Mstep: Class 24 contains 40687 members 
Mstep: Class 25 contains 227676 members 
Mstep: Class 26 contains 14764 members 
Entering Unmasked Estep 
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Iteration 99Q: 27 clusters Score -1.545979e+08 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 80528 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2665 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10726 members 
Mstep: Class 8 contains 18695 members 
Mstep: Class 9 contains 315532 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 10423 members 
Mstep: Class 12 contains 62314 members 
Mstep: Class 13 contains 18388 members 
Mstep: Class 14 contains 21965 members 
Mstep: Class 15 contains 29400 members 
Mstep: Class 16 contains 10563 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 125395 members 
Mstep: Class 19 contains 3910 members 
Mstep: Class 20 contains 222910 members 
Mstep: Class 21 contains 21189 members 
Mstep: Class 22 contains 2582 members 
Mstep: Class 23 contains 6411 members 
Mstep: Class 24 contains 40639 members 
Mstep: Class 25 contains 228334 members 
Mstep: Class 26 contains 14895 members 
Entering Unmasked Estep 
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Iteration 100F: 27 clusters Score -1.545981e+08 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 80575 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10720 members 
Mstep: Class 8 contains 18688 members 
Mstep: Class 9 contains 315358 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10408 members 
Mstep: Class 12 contains 62284 members 
Mstep: Class 13 contains 18438 members 
Mstep: Class 14 contains 21984 members 
Mstep: Class 15 contains 29376 members 
Mstep: Class 16 contains 10686 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 124148 members 
Mstep: Class 19 contains 3914 members 
Mstep: Class 20 contains 223228 members 
Mstep: Class 21 contains 21229 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 6430 members 
Mstep: Class 24 contains 40605 members 
Mstep: Class 25 contains 228971 members 
Mstep: Class 26 contains 15183 members 
Entering Unmasked Estep 
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Iteration 101Q: 27 clusters Score -1.545983e+08 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 80614 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2698 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10713 members 
Mstep: Class 8 contains 18666 members 
Mstep: Class 9 contains 315216 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10401 members 
Mstep: Class 12 contains 62285 members 
Mstep: Class 13 contains 18489 members 
Mstep: Class 14 contains 21996 members 
Mstep: Class 15 contains 29349 members 
Mstep: Class 16 contains 10789 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 123025 members 
Mstep: Class 19 contains 3914 members 
Mstep: Class 20 contains 223459 members 
Mstep: Class 21 contains 21278 members 
Mstep: Class 22 contains 2592 members 
Mstep: Class 23 contains 6452 members 
Mstep: Class 24 contains 40573 members 
Mstep: Class 25 contains 229560 members 
Mstep: Class 26 contains 15453 members 
Entering Unmasked Estep 
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Iteration 102Q: 27 clusters Score -1.545986e+08 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 80647 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2714 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10687 members 
Mstep: Class 8 contains 18656 members 
Mstep: Class 9 contains 315059 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10386 members 
Mstep: Class 12 contains 62267 members 
Mstep: Class 13 contains 18545 members 
Mstep: Class 14 contains 22003 members 
Mstep: Class 15 contains 29323 members 
Mstep: Class 16 contains 10877 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 122029 members 
Mstep: Class 19 contains 3915 members 
Mstep: Class 20 contains 223631 members 
Mstep: Class 21 contains 21313 members 
Mstep: Class 22 contains 2598 members 
Mstep: Class 23 contains 6470 members 
Mstep: Class 24 contains 40534 members 
Mstep: Class 25 contains 230188 members 
Mstep: Class 26 contains 15708 members 
Entering Unmasked Estep 
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Iteration 103Q: 27 clusters Score -1.545982e+08 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 80679 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2725 members 
Mstep: Class 5 contains 4018 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10670 members 
Mstep: Class 8 contains 18634 members 
Mstep: Class 9 contains 314943 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10373 members 
Mstep: Class 12 contains 62238 members 
Mstep: Class 13 contains 18598 members 
Mstep: Class 14 contains 22009 members 
Mstep: Class 15 contains 29315 members 
Mstep: Class 16 contains 10962 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 121065 members 
Mstep: Class 19 contains 3914 members 
Mstep: Class 20 contains 223797 members 
Mstep: Class 21 contains 21329 members 
Mstep: Class 22 contains 2596 members 
Mstep: Class 23 contains 6486 members 
Mstep: Class 24 contains 40496 members 
Mstep: Class 25 contains 230804 members 
Mstep: Class 26 contains 15945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598288.000000 Penalty: 90644.539062
Iteration 104Q: 27 clusters Score -1.545983e+08 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 80707 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2734 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10658 members 
Mstep: Class 8 contains 18626 members 
Mstep: Class 9 contains 314830 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10359 members 
Mstep: Class 12 contains 62208 members 
Mstep: Class 13 contains 18633 members 
Mstep: Class 14 contains 22014 members 
Mstep: Class 15 contains 29305 members 
Mstep: Class 16 contains 11016 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 120103 members 
Mstep: Class 19 contains 3915 members 
Mstep: Class 20 contains 223945 members 
Mstep: Class 21 contains 21375 members 
Mstep: Class 22 contains 2596 members 
Mstep: Class 23 contains 6498 members 
Mstep: Class 24 contains 40484 members 
Mstep: Class 25 contains 231468 members 
Mstep: Class 26 contains 16126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598144.000000 Penalty: 90644.539062
Iteration 105Q: 27 clusters Score -1.545981e+08 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 80760 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 4025 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10636 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 314651 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 10365 members 
Mstep: Class 12 contains 62172 members 
Mstep: Class 13 contains 18686 members 
Mstep: Class 14 contains 22037 members 
Mstep: Class 15 contains 29285 members 
Mstep: Class 16 contains 11077 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 119184 members 
Mstep: Class 19 contains 3915 members 
Mstep: Class 20 contains 224052 members 
Mstep: Class 21 contains 21405 members 
Mstep: Class 22 contains 2598 members 
Mstep: Class 23 contains 6516 members 
Mstep: Class 24 contains 40463 members 
Mstep: Class 25 contains 232186 members 
Mstep: Class 26 contains 16299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597856.000000 Penalty: 90644.539062
Iteration 106Q: 27 clusters Score -1.545979e+08 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 80814 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 4024 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10624 members 
Mstep: Class 8 contains 18604 members 
Mstep: Class 9 contains 314460 members 
Mstep: Class 10 contains 4241 members 
Mstep: Class 11 contains 10373 members 
Mstep: Class 12 contains 62157 members 
Mstep: Class 13 contains 18726 members 
Mstep: Class 14 contains 22055 members 
Mstep: Class 15 contains 29273 members 
Mstep: Class 16 contains 11122 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 118324 members 
Mstep: Class 19 contains 3915 members 
Mstep: Class 20 contains 224111 members 
Mstep: Class 21 contains 21436 members 
Mstep: Class 22 contains 2600 members 
Mstep: Class 23 contains 6531 members 
Mstep: Class 24 contains 40440 members 
Mstep: Class 25 contains 232912 members 
Mstep: Class 26 contains 16447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597888.000000 Penalty: 90644.539062
Iteration 107Q: 27 clusters Score -1.545979e+08 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 80872 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 4024 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10614 members 
Mstep: Class 8 contains 18598 members 
Mstep: Class 9 contains 314283 members 
Mstep: Class 10 contains 4242 members 
Mstep: Class 11 contains 10370 members 
Mstep: Class 12 contains 62114 members 
Mstep: Class 13 contains 18768 members 
Mstep: Class 14 contains 22067 members 
Mstep: Class 15 contains 29264 members 
Mstep: Class 16 contains 11164 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 117461 members 
Mstep: Class 19 contains 3916 members 
Mstep: Class 20 contains 224155 members 
Mstep: Class 21 contains 21472 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 6547 members 
Mstep: Class 24 contains 40397 members 
Mstep: Class 25 contains 233683 members 
Mstep: Class 26 contains 16589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597856.000000 Penalty: 90644.539062
Iteration 108Q: 27 clusters Score -1.545979e+08 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 80932 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 4023 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10597 members 
Mstep: Class 8 contains 18593 members 
Mstep: Class 9 contains 314192 members 
Mstep: Class 10 contains 4239 members 
Mstep: Class 11 contains 10363 members 
Mstep: Class 12 contains 62057 members 
Mstep: Class 13 contains 18801 members 
Mstep: Class 14 contains 22077 members 
Mstep: Class 15 contains 29263 members 
Mstep: Class 16 contains 11203 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 116668 members 
Mstep: Class 19 contains 3915 members 
Mstep: Class 20 contains 224226 members 
Mstep: Class 21 contains 21485 members 
Mstep: Class 22 contains 2601 members 
Mstep: Class 23 contains 6557 members 
Mstep: Class 24 contains 40384 members 
Mstep: Class 25 contains 234344 members 
Mstep: Class 26 contains 16701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597808.000000 Penalty: 90644.539062
Iteration 109Q: 27 clusters Score -1.545978e+08 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 80994 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2757 members 
Mstep: Class 5 contains 4023 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10587 members 
Mstep: Class 8 contains 18594 members 
Mstep: Class 9 contains 314070 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 10372 members 
Mstep: Class 12 contains 62007 members 
Mstep: Class 13 contains 18831 members 
Mstep: Class 14 contains 22087 members 
Mstep: Class 15 contains 29252 members 
Mstep: Class 16 contains 11237 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 115975 members 
Mstep: Class 19 contains 3917 members 
Mstep: Class 20 contains 224247 members 
Mstep: Class 21 contains 21494 members 
Mstep: Class 22 contains 2600 members 
Mstep: Class 23 contains 6569 members 
Mstep: Class 24 contains 40362 members 
Mstep: Class 25 contains 234968 members 
Mstep: Class 26 contains 16813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597936.000000 Penalty: 90644.539062
Iteration 110Q: 27 clusters Score -1.545979e+08 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 81054 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2761 members 
Mstep: Class 5 contains 4023 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10582 members 
Mstep: Class 8 contains 18599 members 
Mstep: Class 9 contains 313923 members 
Mstep: Class 10 contains 4239 members 
Mstep: Class 11 contains 10370 members 
Mstep: Class 12 contains 61956 members 
Mstep: Class 13 contains 18854 members 
Mstep: Class 14 contains 22095 members 
Mstep: Class 15 contains 29241 members 
Mstep: Class 16 contains 11244 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 115371 members 
Mstep: Class 19 contains 3917 members 
Mstep: Class 20 contains 224230 members 
Mstep: Class 21 contains 21489 members 
Mstep: Class 22 contains 2603 members 
Mstep: Class 23 contains 6584 members 
Mstep: Class 24 contains 40349 members 
Mstep: Class 25 contains 235615 members 
Mstep: Class 26 contains 16907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597424.000000 Penalty: 90644.539062
Iteration 111Q: 27 clusters Score -1.545974e+08 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 81123 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2764 members 
Mstep: Class 5 contains 4023 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10577 members 
Mstep: Class 8 contains 18587 members 
Mstep: Class 9 contains 313743 members 
Mstep: Class 10 contains 4241 members 
Mstep: Class 11 contains 10373 members 
Mstep: Class 12 contains 61908 members 
Mstep: Class 13 contains 18880 members 
Mstep: Class 14 contains 22108 members 
Mstep: Class 15 contains 29227 members 
Mstep: Class 16 contains 11265 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 114851 members 
Mstep: Class 19 contains 3917 members 
Mstep: Class 20 contains 224186 members 
Mstep: Class 21 contains 21489 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 6598 members 
Mstep: Class 24 contains 40327 members 
Mstep: Class 25 contains 236227 members 
Mstep: Class 26 contains 17002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597568.000000 Penalty: 90644.539062
Iteration 112Q: 27 clusters Score -1.545976e+08 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 81164 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2765 members 
Mstep: Class 5 contains 4024 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10569 members 
Mstep: Class 8 contains 18584 members 
Mstep: Class 9 contains 313555 members 
Mstep: Class 10 contains 4240 members 
Mstep: Class 11 contains 10379 members 
Mstep: Class 12 contains 61850 members 
Mstep: Class 13 contains 18904 members 
Mstep: Class 14 contains 22117 members 
Mstep: Class 15 contains 29224 members 
Mstep: Class 16 contains 11276 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 114422 members 
Mstep: Class 19 contains 3916 members 
Mstep: Class 20 contains 224107 members 
Mstep: Class 21 contains 21490 members 
Mstep: Class 22 contains 2607 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 40300 members 
Mstep: Class 25 contains 236843 members 
Mstep: Class 26 contains 17090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597456.000000 Penalty: 90644.539062
Iteration 113Q: 27 clusters Score -1.545975e+08 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 81201 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2767 members 
Mstep: Class 5 contains 4024 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10559 members 
Mstep: Class 8 contains 18578 members 
Mstep: Class 9 contains 313372 members 
Mstep: Class 10 contains 4240 members 
Mstep: Class 11 contains 10384 members 
Mstep: Class 12 contains 61801 members 
Mstep: Class 13 contains 18924 members 
Mstep: Class 14 contains 22124 members 
Mstep: Class 15 contains 29216 members 
Mstep: Class 16 contains 11293 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 114017 members 
Mstep: Class 19 contains 3917 members 
Mstep: Class 20 contains 224034 members 
Mstep: Class 21 contains 21497 members 
Mstep: Class 22 contains 2606 members 
Mstep: Class 23 contains 6614 members 
Mstep: Class 24 contains 40286 members 
Mstep: Class 25 contains 237429 members 
Mstep: Class 26 contains 17155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597584.000000 Penalty: 90644.539062
Iteration 114Q: 27 clusters Score -1.545976e+08 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 81247 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 4024 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10541 members 
Mstep: Class 8 contains 18573 members 
Mstep: Class 9 contains 313191 members 
Mstep: Class 10 contains 4241 members 
Mstep: Class 11 contains 10384 members 
Mstep: Class 12 contains 61743 members 
Mstep: Class 13 contains 18956 members 
Mstep: Class 14 contains 22132 members 
Mstep: Class 15 contains 29214 members 
Mstep: Class 16 contains 11293 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 113629 members 
Mstep: Class 19 contains 3915 members 
Mstep: Class 20 contains 223920 members 
Mstep: Class 21 contains 21507 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 6626 members 
Mstep: Class 24 contains 40266 members 
Mstep: Class 25 contains 238053 members 
Mstep: Class 26 contains 17220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598016.000000 Penalty: 90644.539062
Iteration 115Q: 27 clusters Score -1.54598e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 81291 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4024 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10527 members 
Mstep: Class 8 contains 18573 members 
Mstep: Class 9 contains 313074 members 
Mstep: Class 10 contains 4242 members 
Mstep: Class 11 contains 10383 members 
Mstep: Class 12 contains 61683 members 
Mstep: Class 13 contains 18982 members 
Mstep: Class 14 contains 22143 members 
Mstep: Class 15 contains 29212 members 
Mstep: Class 16 contains 11296 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 113257 members 
Mstep: Class 19 contains 3915 members 
Mstep: Class 20 contains 223761 members 
Mstep: Class 21 contains 21504 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 40250 members 
Mstep: Class 25 contains 238673 members 
Mstep: Class 26 contains 17263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598176.000000 Penalty: 90644.539062
Iteration 116Q: 27 clusters Score -1.545982e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 81320 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 4024 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10512 members 
Mstep: Class 8 contains 18570 members 
Mstep: Class 9 contains 312984 members 
Mstep: Class 10 contains 4242 members 
Mstep: Class 11 contains 10374 members 
Mstep: Class 12 contains 61610 members 
Mstep: Class 13 contains 19010 members 
Mstep: Class 14 contains 22151 members 
Mstep: Class 15 contains 29205 members 
Mstep: Class 16 contains 11306 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 112915 members 
Mstep: Class 19 contains 3915 members 
Mstep: Class 20 contains 223590 members 
Mstep: Class 21 contains 21501 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 6641 members 
Mstep: Class 24 contains 40234 members 
Mstep: Class 25 contains 239283 members 
Mstep: Class 26 contains 17303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597984.000000 Penalty: 90644.539062
Iteration 117Q: 27 clusters Score -1.54598e+08 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 81378 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 4024 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10494 members 
Mstep: Class 8 contains 18569 members 
Mstep: Class 9 contains 312878 members 
Mstep: Class 10 contains 4243 members 
Mstep: Class 11 contains 10375 members 
Mstep: Class 12 contains 61545 members 
Mstep: Class 13 contains 19044 members 
Mstep: Class 14 contains 22151 members 
Mstep: Class 15 contains 29202 members 
Mstep: Class 16 contains 11311 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 112605 members 
Mstep: Class 19 contains 3913 members 
Mstep: Class 20 contains 223372 members 
Mstep: Class 21 contains 21505 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 6649 members 
Mstep: Class 24 contains 40218 members 
Mstep: Class 25 contains 239879 members 
Mstep: Class 26 contains 17341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597872.000000 Penalty: 90644.539062
Iteration 118Q: 27 clusters Score -1.545979e+08 nChanged 1892
Entering ConstructFrom: 
Score: -154597872.000000 Penalty: 90644.539062
Entering ConstructFrom: 
Trying to split cluster 1 (15070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Entering Unmasked Estep 
Score: -1798918.000000 Penalty: 2385.874512
	Iteration 0F: 2 clusters Score -1798918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1788013.875000 Penalty: 4771.749023
	Iteration 0F: 3 clusters Score -1788014 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1791721.000000 Penalty: 4771.749023
	Iteration 1F: 3 clusters Score -1791721 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1792495.500000 Penalty: 4771.749023
	Iteration 2F: 3 clusters Score -1792496 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1793358.250000 Penalty: 4771.749023
	Iteration 3F: 3 clusters Score -1793358 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1794276.250000 Penalty: 4771.749023
	Iteration 4F: 3 clusters Score -1794276 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1795135.625000 Penalty: 4771.749023
	Iteration 5F: 3 clusters Score -1795136 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1795803.250000 Penalty: 4771.749023
	Iteration 6F: 3 clusters Score -1795803 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1796302.375000 Penalty: 4771.749023
	Iteration 7Q: 3 clusters Score -1796302 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1796629.625000 Penalty: 4771.749023
	Iteration 8Q: 3 clusters Score -1796630 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1796844.500000 Penalty: 4771.749023
	Iteration 9Q: 3 clusters Score -1796844 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1796958.375000 Penalty: 4771.749023
	Iteration 10Q: 3 clusters Score -1796958 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1797038.625000 Penalty: 4771.749023
	Iteration 11Q: 3 clusters Score -1797039 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1797118.000000 Penalty: 4771.749023
	Iteration 12Q: 3 clusters Score -1797118 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1797172.875000 Penalty: 4771.749023
	Iteration 13Q: 3 clusters Score -1797173 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1797223.375000 Penalty: 4771.749023
	Iteration 14Q: 3 clusters Score -1797223 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1797280.250000 Penalty: 4771.749023
	Iteration 15Q: 3 clusters Score -1797280 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1797339.750000 Penalty: 4771.749023
	Iteration 16Q: 3 clusters Score -1797340 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1797396.125000 Penalty: 4771.749023
	Iteration 17Q: 3 clusters Score -1797396 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1797450.125000 Penalty: 4771.749023
	Iteration 18Q: 3 clusters Score -1797450 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1797509.000000 Penalty: 4771.749023
	Iteration 19Q: 3 clusters Score -1797509 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1797550.750000 Penalty: 4771.749023
	Iteration 20F: 3 clusters Score -1797551 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1797591.750000 Penalty: 4771.749023
	Iteration 21Q: 3 clusters Score -1797592 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1797625.125000 Penalty: 4771.749023
	Iteration 22Q: 3 clusters Score -1797625 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1797655.000000 Penalty: 4771.749023
	Iteration 23Q: 3 clusters Score -1797655 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1797679.250000 Penalty: 4771.749023
	Iteration 24Q: 3 clusters Score -1797679 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1797701.125000 Penalty: 4771.749023
	Iteration 25Q: 3 clusters Score -1797701 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1797721.375000 Penalty: 4771.749023
	Iteration 26Q: 3 clusters Score -1797721 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1797733.875000 Penalty: 4771.749023
	Iteration 27Q: 3 clusters Score -1797734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1797741.500000 Penalty: 4771.749023
	Iteration 28Q: 3 clusters Score -1797742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1797746.875000 Penalty: 4771.749023
	Iteration 29Q: 3 clusters Score -1797747 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1797752.500000 Penalty: 4771.749023
	Iteration 30Q: 3 clusters Score -1797752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1797761.500000 Penalty: 4771.749023
	Iteration 31Q: 3 clusters Score -1797762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1797766.125000 Penalty: 4771.749023
	Iteration 32Q: 3 clusters Score -1797766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1797768.875000 Penalty: 4771.749023
	Iteration 33Q: 3 clusters Score -1797769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1797774.875000 Penalty: 4771.749023
	Iteration 34Q: 3 clusters Score -1797775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1797779.250000 Penalty: 4771.749023
	Iteration 35Q: 3 clusters Score -1797779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1797780.750000 Penalty: 4771.749023
	Iteration 36Q: 3 clusters Score -1797781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1797778.500000 Penalty: 4771.749023
	Iteration 37Q: 3 clusters Score -1797778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1797779.000000 Penalty: 4771.749023
	Iteration 38Q: 3 clusters Score -1797779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1797780.875000 Penalty: 4771.749023
	Iteration 39Q: 3 clusters Score -1797781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1797783.000000 Penalty: 4771.749023
	Iteration 40F: 3 clusters Score -1797783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1797784.625000 Penalty: 4771.749023
	Iteration 41Q: 3 clusters Score -1797785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1797784.625000 Penalty: 4771.749023
	Iteration 42Q: 3 clusters Score -1797785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1797782.250000 Penalty: 4771.749023
	Iteration 43Q: 3 clusters Score -1797782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1797783.750000 Penalty: 4771.749023
	Iteration 44Q: 3 clusters Score -1797784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1797784.625000 Penalty: 4771.749023
	Iteration 45Q: 3 clusters Score -1797785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1797784.625000 Penalty: 4771.749023
	Iteration 46F: 3 clusters Score -1797785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (81433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81433 members 
Entering Unmasked Estep 
Score: -9829219.000000 Penalty: 2804.269043
	Iteration 0F: 2 clusters Score -9829219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -9774755.000000 Penalty: 5608.538086
	Iteration 0F: 3 clusters Score -9774755 nChanged 38210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -9796426.000000 Penalty: 5608.538086
	Iteration 1F: 3 clusters Score -9796426 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -9797221.000000 Penalty: 5608.538086
	Iteration 2Q: 3 clusters Score -9797221 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -9798340.000000 Penalty: 5608.538086
	Iteration 3Q: 3 clusters Score -9798340 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -9799888.000000 Penalty: 5608.538086
	Iteration 4Q: 3 clusters Score -9799888 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -9802511.000000 Penalty: 5608.538086
	Iteration 5F: 3 clusters Score -9802511 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 58230 members 
Entering Unmasked Estep 
Score: -9806360.000000 Penalty: 5608.538086
	Iteration 6F: 3 clusters Score -9806360 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 64424 members 
Entering Unmasked Estep 
Score: -9811657.000000 Penalty: 5608.538086
	Iteration 7F: 3 clusters Score -9811657 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 70557 members 
Entering Unmasked Estep 
Score: -9817188.000000 Penalty: 5608.538086
	Iteration 8F: 3 clusters Score -9817188 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 75426 members 
Entering Unmasked Estep 
Score: -9821852.000000 Penalty: 5608.538086
	Iteration 9F: 3 clusters Score -9821852 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 78474 members 
Entering Unmasked Estep 
Score: -9824508.000000 Penalty: 5608.538086
	Iteration 10Q: 3 clusters Score -9824508 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 79998 members 
Entering Unmasked Estep 
Score: -9825804.000000 Penalty: 5608.538086
	Iteration 11Q: 3 clusters Score -9825804 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 80626 members 
Entering Unmasked Estep 
Score: -9826345.000000 Penalty: 5608.538086
	Iteration 12Q: 3 clusters Score -9826345 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 80869 members 
Entering Unmasked Estep 
Score: -9826519.000000 Penalty: 5608.538086
	Iteration 13Q: 3 clusters Score -9826519 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 80966 members 
Entering Unmasked Estep 
Score: -9826655.000000 Penalty: 5608.538086
	Iteration 14Q: 3 clusters Score -9826655 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 81016 members 
Entering Unmasked Estep 
Score: -9826706.000000 Penalty: 5608.538086
	Iteration 15Q: 3 clusters Score -9826706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 81039 members 
Entering Unmasked Estep 
Score: -9826745.000000 Penalty: 5608.538086
	Iteration 16Q: 3 clusters Score -9826745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 81049 members 
Entering Unmasked Estep 
Score: -9826747.000000 Penalty: 5608.538086
	Iteration 17Q: 3 clusters Score -9826747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 81061 members 
Entering Unmasked Estep 
Score: -9826789.000000 Penalty: 5608.538086
	Iteration 18Q: 3 clusters Score -9826789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 81073 members 
Entering Unmasked Estep 
Score: -9826785.000000 Penalty: 5608.538086
	Iteration 19Q: 3 clusters Score -9826785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 81084 members 
Entering Unmasked Estep 
Score: -9826795.000000 Penalty: 5608.538086
	Iteration 20F: 3 clusters Score -9826795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 81083 members 
Entering Unmasked Estep 
Score: -9826791.000000 Penalty: 5608.538086
	Iteration 21Q: 3 clusters Score -9826791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 81083 members 
Entering Unmasked Estep 
Score: -9826788.000000 Penalty: 5608.538086
	Iteration 22Q: 3 clusters Score -9826788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 81084 members 
Entering Unmasked Estep 
Score: -9826798.000000 Penalty: 5608.538086
	Iteration 23Q: 3 clusters Score -9826798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 81086 members 
Entering Unmasked Estep 
Score: -9826808.000000 Penalty: 5608.538086
	Iteration 24Q: 3 clusters Score -9826808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 81089 members 
Entering Unmasked Estep 
Score: -9826801.000000 Penalty: 5608.538086
	Iteration 25Q: 3 clusters Score -9826801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 81090 members 
Entering Unmasked Estep 
Score: -9826803.000000 Penalty: 5608.538086
	Iteration 26Q: 3 clusters Score -9826803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 81089 members 
Entering Unmasked Estep 
Score: -9826812.000000 Penalty: 5608.538086
	Iteration 27Q: 3 clusters Score -9826812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 81091 members 
Entering Unmasked Estep 
Score: -9826806.000000 Penalty: 5608.538086
	Iteration 28Q: 3 clusters Score -9826806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 81093 members 
Entering Unmasked Estep 
Score: -9826818.000000 Penalty: 5608.538086
	Iteration 29Q: 3 clusters Score -9826818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 81093 members 
Entering Unmasked Estep 
Score: -9826818.000000 Penalty: 5608.538086
	Iteration 30F: 3 clusters Score -9826818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -63275.171875 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -63275.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61724.406250 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -61724.41 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -62102.085938 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -62102.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -62300.058594 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -62300.06 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -62430.449219 Penalty: 3162.856689
	Iteration 3F: 3 clusters Score -62430.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62560.335938 Penalty: 3162.856689
	Iteration 4Q: 3 clusters Score -62560.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62646.363281 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -62646.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62695.496094 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -62695.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62751.753906 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -62751.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -62787.734375 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -62787.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62802.320312 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -62802.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62816.132812 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -62816.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62826.937500 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -62826.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -62831.957031 Penalty: 3162.856689
	Iteration 12Q: 3 clusters Score -62831.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -62852.691406 Penalty: 3162.856689
	Iteration 13Q: 3 clusters Score -62852.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -62865.312500 Penalty: 3162.856689
	Iteration 14Q: 3 clusters Score -62865.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62874.304688 Penalty: 3162.856689
	Iteration 15Q: 3 clusters Score -62874.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -62888.453125 Penalty: 3162.856689
	Iteration 16Q: 3 clusters Score -62888.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -62900.183594 Penalty: 3162.856689
	Iteration 17Q: 3 clusters Score -62900.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62906.886719 Penalty: 3162.856689
	Iteration 18Q: 3 clusters Score -62906.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62906.886719 Penalty: 3162.856689
	Iteration 19F: 3 clusters Score -62906.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Entering Unmasked Estep 
Score: -314837.531250 Penalty: 1966.512573
	Iteration 0F: 2 clusters Score -314837.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -311749.812500 Penalty: 3933.025146
	Iteration 0F: 3 clusters Score -311749.8 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -312488.625000 Penalty: 3933.025146
	Iteration 1F: 3 clusters Score -312488.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -312686.750000 Penalty: 3933.025146
	Iteration 2F: 3 clusters Score -312686.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -312833.406250 Penalty: 3933.025146
	Iteration 3F: 3 clusters Score -312833.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -312942.281250 Penalty: 3933.025146
	Iteration 4Q: 3 clusters Score -312942.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -313012.625000 Penalty: 3933.025146
	Iteration 5Q: 3 clusters Score -313012.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -313058.625000 Penalty: 3933.025146
	Iteration 6Q: 3 clusters Score -313058.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -313099.031250 Penalty: 3933.025146
	Iteration 7Q: 3 clusters Score -313099 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -313133.906250 Penalty: 3933.025146
	Iteration 8Q: 3 clusters Score -313133.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -313158.906250 Penalty: 3933.025146
	Iteration 9Q: 3 clusters Score -313158.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -313182.875000 Penalty: 3933.025146
	Iteration 10Q: 3 clusters Score -313182.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -313201.031250 Penalty: 3933.025146
	Iteration 11Q: 3 clusters Score -313201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -313212.468750 Penalty: 3933.025146
	Iteration 12Q: 3 clusters Score -313212.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -313223.250000 Penalty: 3933.025146
	Iteration 13Q: 3 clusters Score -313223.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -313234.343750 Penalty: 3933.025146
	Iteration 14Q: 3 clusters Score -313234.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -313242.093750 Penalty: 3933.025146
	Iteration 15Q: 3 clusters Score -313242.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -313251.281250 Penalty: 3933.025146
	Iteration 16Q: 3 clusters Score -313251.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -313257.968750 Penalty: 3933.025146
	Iteration 17Q: 3 clusters Score -313258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -313260.312500 Penalty: 3933.025146
	Iteration 18Q: 3 clusters Score -313260.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -313263.187500 Penalty: 3933.025146
	Iteration 19Q: 3 clusters Score -313263.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -313263.375000 Penalty: 3933.025146
	Iteration 20F: 3 clusters Score -313263.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -313264.625000 Penalty: 3933.025146
	Iteration 21Q: 3 clusters Score -313264.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -313265.968750 Penalty: 3933.025146
	Iteration 22Q: 3 clusters Score -313266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -313266.125000 Penalty: 3933.025146
	Iteration 23Q: 3 clusters Score -313266.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -313266.125000 Penalty: 3933.025146
	Iteration 24F: 3 clusters Score -313266.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Entering Unmasked Estep 
Score: -488973.218750 Penalty: 2058.346191
	Iteration 0F: 2 clusters Score -488973.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -485070.375000 Penalty: 4116.692383
	Iteration 0F: 3 clusters Score -485070.4 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -485938.343750 Penalty: 4116.692383
	Iteration 1F: 3 clusters Score -485938.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -486118.468750 Penalty: 4116.692383
	Iteration 2F: 3 clusters Score -486118.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -486235.468750 Penalty: 4116.692383
	Iteration 3Q: 3 clusters Score -486235.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -486317.593750 Penalty: 4116.692383
	Iteration 4Q: 3 clusters Score -486317.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -486385.906250 Penalty: 4116.692383
	Iteration 5Q: 3 clusters Score -486385.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -486439.281250 Penalty: 4116.692383
	Iteration 6Q: 3 clusters Score -486439.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -486477.468750 Penalty: 4116.692383
	Iteration 7Q: 3 clusters Score -486477.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -486504.156250 Penalty: 4116.692383
	Iteration 8Q: 3 clusters Score -486504.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -486529.875000 Penalty: 4116.692383
	Iteration 9Q: 3 clusters Score -486529.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -486559.562500 Penalty: 4116.692383
	Iteration 10Q: 3 clusters Score -486559.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -486592.281250 Penalty: 4116.692383
	Iteration 11Q: 3 clusters Score -486592.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -486624.593750 Penalty: 4116.692383
	Iteration 12Q: 3 clusters Score -486624.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -486653.125000 Penalty: 4116.692383
	Iteration 13Q: 3 clusters Score -486653.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -486676.500000 Penalty: 4116.692383
	Iteration 14Q: 3 clusters Score -486676.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -486698.218750 Penalty: 4116.692383
	Iteration 15Q: 3 clusters Score -486698.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -486711.312500 Penalty: 4116.692383
	Iteration 16Q: 3 clusters Score -486711.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -486730.406250 Penalty: 4116.692383
	Iteration 17Q: 3 clusters Score -486730.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -486744.437500 Penalty: 4116.692383
	Iteration 18Q: 3 clusters Score -486744.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -486758.781250 Penalty: 4116.692383
	Iteration 19Q: 3 clusters Score -486758.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -486772.312500 Penalty: 4116.692383
	Iteration 20F: 3 clusters Score -486772.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -486785.500000 Penalty: 4116.692383
	Iteration 21Q: 3 clusters Score -486785.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -486795.187500 Penalty: 4116.692383
	Iteration 22Q: 3 clusters Score -486795.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -486804.718750 Penalty: 4116.692383
	Iteration 23Q: 3 clusters Score -486804.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -486809.500000 Penalty: 4116.692383
	Iteration 24Q: 3 clusters Score -486809.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -486815.687500 Penalty: 4116.692383
	Iteration 25Q: 3 clusters Score -486815.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -486827.000000 Penalty: 4116.692383
	Iteration 26Q: 3 clusters Score -486827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -486838.968750 Penalty: 4116.692383
	Iteration 27Q: 3 clusters Score -486839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -486849.468750 Penalty: 4116.692383
	Iteration 28Q: 3 clusters Score -486849.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -486860.468750 Penalty: 4116.692383
	Iteration 29Q: 3 clusters Score -486860.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -486870.531250 Penalty: 4116.692383
	Iteration 30Q: 3 clusters Score -486870.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -486878.781250 Penalty: 4116.692383
	Iteration 31Q: 3 clusters Score -486878.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -486887.500000 Penalty: 4116.692383
	Iteration 32Q: 3 clusters Score -486887.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -486900.187500 Penalty: 4116.692383
	Iteration 33Q: 3 clusters Score -486900.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -486912.468750 Penalty: 4116.692383
	Iteration 34Q: 3 clusters Score -486912.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -486927.718750 Penalty: 4116.692383
	Iteration 35Q: 3 clusters Score -486927.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -486942.156250 Penalty: 4116.692383
	Iteration 36Q: 3 clusters Score -486942.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -486951.062500 Penalty: 4116.692383
	Iteration 37Q: 3 clusters Score -486951.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -486962.656250 Penalty: 4116.692383
	Iteration 38Q: 3 clusters Score -486962.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -486971.250000 Penalty: 4116.692383
	Iteration 39Q: 3 clusters Score -486971.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -486989.187500 Penalty: 4116.692383
	Iteration 40F: 3 clusters Score -486989.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -487010.000000 Penalty: 4116.692383
	Iteration 41Q: 3 clusters Score -487010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -487035.562500 Penalty: 4116.692383
	Iteration 42Q: 3 clusters Score -487035.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -487056.781250 Penalty: 4116.692383
	Iteration 43Q: 3 clusters Score -487056.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -487068.500000 Penalty: 4116.692383
	Iteration 44Q: 3 clusters Score -487068.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -487074.156250 Penalty: 4116.692383
	Iteration 45Q: 3 clusters Score -487074.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -487079.562500 Penalty: 4116.692383
	Iteration 46Q: 3 clusters Score -487079.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -487083.000000 Penalty: 4116.692383
	Iteration 47Q: 3 clusters Score -487083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -487089.312500 Penalty: 4116.692383
	Iteration 48Q: 3 clusters Score -487089.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -487093.000000 Penalty: 4116.692383
	Iteration 49Q: 3 clusters Score -487093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -487097.656250 Penalty: 4116.692383
	Iteration 50Q: 3 clusters Score -487097.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -487103.656250 Penalty: 4116.692383
	Iteration 51Q: 3 clusters Score -487103.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -487108.968750 Penalty: 4116.692383
	Iteration 52Q: 3 clusters Score -487109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -487115.218750 Penalty: 4116.692383
	Iteration 53Q: 3 clusters Score -487115.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -487123.500000 Penalty: 4116.692383
	Iteration 54Q: 3 clusters Score -487123.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -487133.406250 Penalty: 4116.692383
	Iteration 55Q: 3 clusters Score -487133.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -487137.312500 Penalty: 4116.692383
	Iteration 56Q: 3 clusters Score -487137.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -487146.218750 Penalty: 4116.692383
	Iteration 57Q: 3 clusters Score -487146.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -487153.093750 Penalty: 4116.692383
	Iteration 58Q: 3 clusters Score -487153.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -487158.562500 Penalty: 4116.692383
	Iteration 59Q: 3 clusters Score -487158.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -487163.250000 Penalty: 4116.692383
	Iteration 60F: 3 clusters Score -487163.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -487163.312500 Penalty: 4116.692383
	Iteration 61Q: 3 clusters Score -487163.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -487167.312500 Penalty: 4116.692383
	Iteration 62Q: 3 clusters Score -487167.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -487168.468750 Penalty: 4116.692383
	Iteration 63Q: 3 clusters Score -487168.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -487170.562500 Penalty: 4116.692383
	Iteration 64Q: 3 clusters Score -487170.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -487171.281250 Penalty: 4116.692383
	Iteration 65Q: 3 clusters Score -487171.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -487172.843750 Penalty: 4116.692383
	Iteration 66Q: 3 clusters Score -487172.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -487174.562500 Penalty: 4116.692383
	Iteration 67Q: 3 clusters Score -487174.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -487174.562500 Penalty: 4116.692383
	Iteration 68F: 3 clusters Score -487174.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -46166.210938 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -46166.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44840.820312 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -44840.82 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45150.312500 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -45150.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45349.277344 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -45349.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45604.121094 Penalty: 3050.698975
	Iteration 3F: 3 clusters Score -45604.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45857.906250 Penalty: 3050.698975
	Iteration 4F: 3 clusters Score -45857.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46198.652344 Penalty: 3050.698975
	Iteration 5F: 3 clusters Score -46198.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46719.421875 Penalty: 3050.698975
	Iteration 6F: 3 clusters Score -46719.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47053.105469 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -47053.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47352.183594 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -47352.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47352.183594 Penalty: 3050.698975
	Iteration 9F: 3 clusters Score -47352.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 81433 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4023 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 18568 members 
Mstep: Class 9 contains 312714 members 
Mstep: Class 10 contains 4243 members 
Mstep: Class 11 contains 10376 members 
Mstep: Class 12 contains 61499 members 
Mstep: Class 13 contains 19079 members 
Mstep: Class 14 contains 22159 members 
Mstep: Class 15 contains 29197 members 
Mstep: Class 16 contains 11316 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 112328 members 
Mstep: Class 19 contains 3913 members 
Mstep: Class 20 contains 223112 members 
Mstep: Class 21 contains 21503 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 6660 members 
Mstep: Class 24 contains 40196 members 
Mstep: Class 25 contains 240519 members 
Mstep: Class 26 contains 17392 members 
Mstep: Class 27 contains 271 members 
Entering Unmasked Estep 
Score: -154596784.000000 Penalty: 94130.875000
Splitting cluster 6 changes total score from -154597872.000000 to -154596784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Entering Unmasked Estep 
Score: -1312602.250000 Penalty: 2295.697021
	Iteration 0F: 2 clusters Score -1312602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1304646.000000 Penalty: 4591.394043
	Iteration 0F: 3 clusters Score -1304646 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1306985.875000 Penalty: 4591.394043
	Iteration 1F: 3 clusters Score -1306986 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1307292.375000 Penalty: 4591.394043
	Iteration 2F: 3 clusters Score -1307292 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1307545.625000 Penalty: 4591.394043
	Iteration 3F: 3 clusters Score -1307546 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1307794.250000 Penalty: 4591.394043
	Iteration 4Q: 3 clusters Score -1307794 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1308010.125000 Penalty: 4591.394043
	Iteration 5Q: 3 clusters Score -1308010 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1308205.500000 Penalty: 4591.394043
	Iteration 6Q: 3 clusters Score -1308206 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1308431.250000 Penalty: 4591.394043
	Iteration 7Q: 3 clusters Score -1308431 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1308703.500000 Penalty: 4591.394043
	Iteration 8Q: 3 clusters Score -1308704 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1309058.000000 Penalty: 4591.394043
	Iteration 9Q: 3 clusters Score -1309058 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1309466.750000 Penalty: 4591.394043
	Iteration 10Q: 3 clusters Score -1309467 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1309853.375000 Penalty: 4591.394043
	Iteration 11Q: 3 clusters Score -1309853 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1310154.250000 Penalty: 4591.394043
	Iteration 12Q: 3 clusters Score -1310154 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1310360.625000 Penalty: 4591.394043
	Iteration 13Q: 3 clusters Score -1310361 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1310507.500000 Penalty: 4591.394043
	Iteration 14Q: 3 clusters Score -1310508 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1310604.625000 Penalty: 4591.394043
	Iteration 15Q: 3 clusters Score -1310605 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1310658.125000 Penalty: 4591.394043
	Iteration 16Q: 3 clusters Score -1310658 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1310694.000000 Penalty: 4591.394043
	Iteration 17Q: 3 clusters Score -1310694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1310716.375000 Penalty: 4591.394043
	Iteration 18Q: 3 clusters Score -1310716 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1310735.125000 Penalty: 4591.394043
	Iteration 19Q: 3 clusters Score -1310735 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1310753.500000 Penalty: 4591.394043
	Iteration 20F: 3 clusters Score -1310754 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1310766.375000 Penalty: 4591.394043
	Iteration 21Q: 3 clusters Score -1310766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1310774.250000 Penalty: 4591.394043
	Iteration 22Q: 3 clusters Score -1310774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1310782.500000 Penalty: 4591.394043
	Iteration 23Q: 3 clusters Score -1310782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1310786.750000 Penalty: 4591.394043
	Iteration 24Q: 3 clusters Score -1310787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1310788.875000 Penalty: 4591.394043
	Iteration 25Q: 3 clusters Score -1310789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1310793.375000 Penalty: 4591.394043
	Iteration 26Q: 3 clusters Score -1310793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1310793.250000 Penalty: 4591.394043
	Iteration 27Q: 3 clusters Score -1310793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1310793.250000 Penalty: 4591.394043
	Iteration 28F: 3 clusters Score -1310793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Entering Unmasked Estep 
Score: -2327639.250000 Penalty: 2437.640381
	Iteration 0F: 2 clusters Score -2327639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2314441.500000 Penalty: 4875.280762
	Iteration 0F: 3 clusters Score -2314442 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2318702.000000 Penalty: 4875.280762
	Iteration 1F: 3 clusters Score -2318702 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2319107.500000 Penalty: 4875.280762
	Iteration 2F: 3 clusters Score -2319108 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2319504.500000 Penalty: 4875.280762
	Iteration 3Q: 3 clusters Score -2319504 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2319977.500000 Penalty: 4875.280762
	Iteration 4Q: 3 clusters Score -2319978 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2320632.000000 Penalty: 4875.280762
	Iteration 5F: 3 clusters Score -2320632 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2321517.000000 Penalty: 4875.280762
	Iteration 6F: 3 clusters Score -2321517 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2322537.250000 Penalty: 4875.280762
	Iteration 7F: 3 clusters Score -2322537 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2323552.500000 Penalty: 4875.280762
	Iteration 8F: 3 clusters Score -2323552 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2324399.000000 Penalty: 4875.280762
	Iteration 9Q: 3 clusters Score -2324399 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2324991.000000 Penalty: 4875.280762
	Iteration 10Q: 3 clusters Score -2324991 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2325392.500000 Penalty: 4875.280762
	Iteration 11Q: 3 clusters Score -2325392 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2325596.500000 Penalty: 4875.280762
	Iteration 12Q: 3 clusters Score -2325596 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2325738.250000 Penalty: 4875.280762
	Iteration 13Q: 3 clusters Score -2325738 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2325848.750000 Penalty: 4875.280762
	Iteration 14Q: 3 clusters Score -2325849 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2325911.500000 Penalty: 4875.280762
	Iteration 15Q: 3 clusters Score -2325912 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2325952.250000 Penalty: 4875.280762
	Iteration 16Q: 3 clusters Score -2325952 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2325980.500000 Penalty: 4875.280762
	Iteration 17Q: 3 clusters Score -2325980 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2325999.000000 Penalty: 4875.280762
	Iteration 18Q: 3 clusters Score -2325999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2326007.250000 Penalty: 4875.280762
	Iteration 19Q: 3 clusters Score -2326007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2326014.500000 Penalty: 4875.280762
	Iteration 20F: 3 clusters Score -2326014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2326022.000000 Penalty: 4875.280762
	Iteration 21Q: 3 clusters Score -2326022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2326030.750000 Penalty: 4875.280762
	Iteration 22Q: 3 clusters Score -2326031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2326030.750000 Penalty: 4875.280762
	Iteration 23Q: 3 clusters Score -2326031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2326037.000000 Penalty: 4875.280762
	Iteration 24Q: 3 clusters Score -2326037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2326035.500000 Penalty: 4875.280762
	Iteration 25Q: 3 clusters Score -2326036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2326035.500000 Penalty: 4875.280762
	Iteration 26Q: 3 clusters Score -2326036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2326039.250000 Penalty: 4875.280762
	Iteration 27Q: 3 clusters Score -2326039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2326041.750000 Penalty: 4875.280762
	Iteration 28Q: 3 clusters Score -2326042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2326040.250000 Penalty: 4875.280762
	Iteration 29Q: 3 clusters Score -2326040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2326040.500000 Penalty: 4875.280762
	Iteration 30Q: 3 clusters Score -2326040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2326042.500000 Penalty: 4875.280762
	Iteration 31Q: 3 clusters Score -2326042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2326040.000000 Penalty: 4875.280762
	Iteration 32Q: 3 clusters Score -2326040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2326040.000000 Penalty: 4875.280762
	Iteration 33F: 3 clusters Score -2326040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (312714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312714 members 
Entering Unmasked Estep 
Score: -38733880.000000 Penalty: 3137.955078
	Iteration 0F: 2 clusters Score -3.873388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156851 members 
Mstep: Class 2 contains 155863 members 
Entering Unmasked Estep 
Score: -38544596.000000 Penalty: 6275.910156
	Iteration 0F: 3 clusters Score -3.85446e+07 nChanged 151451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166856 members 
Mstep: Class 2 contains 145858 members 
Entering Unmasked Estep 
Score: -38636960.000000 Penalty: 6275.910156
	Iteration 1F: 3 clusters Score -3.863696e+07 nChanged 13409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173903 members 
Mstep: Class 2 contains 138811 members 
Entering Unmasked Estep 
Score: -38642540.000000 Penalty: 6275.910156
	Iteration 2Q: 3 clusters Score -3.864254e+07 nChanged 18503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184816 members 
Mstep: Class 2 contains 127898 members 
Entering Unmasked Estep 
Score: -38652576.000000 Penalty: 6275.910156
	Iteration 3F: 3 clusters Score -3.865258e+07 nChanged 23822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200108 members 
Mstep: Class 2 contains 112606 members 
Entering Unmasked Estep 
Score: -38669456.000000 Penalty: 6275.910156
	Iteration 4F: 3 clusters Score -3.866946e+07 nChanged 26417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217259 members 
Mstep: Class 2 contains 95455 members 
Entering Unmasked Estep 
Score: -38692052.000000 Penalty: 6275.910156
	Iteration 5F: 3 clusters Score -3.869205e+07 nChanged 23344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230541 members 
Mstep: Class 2 contains 82173 members 
Entering Unmasked Estep 
Score: -38714328.000000 Penalty: 6275.910156
	Iteration 6F: 3 clusters Score -3.871433e+07 nChanged 16301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236676 members 
Mstep: Class 2 contains 76038 members 
Entering Unmasked Estep 
Score: -38725948.000000 Penalty: 6275.910156
	Iteration 7F: 3 clusters Score -3.872595e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239775 members 
Mstep: Class 2 contains 72939 members 
Entering Unmasked Estep 
Score: -38729272.000000 Penalty: 6275.910156
	Iteration 8Q: 3 clusters Score -3.872927e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242209 members 
Mstep: Class 2 contains 70505 members 
Entering Unmasked Estep 
Score: -38731056.000000 Penalty: 6275.910156
	Iteration 9Q: 3 clusters Score -3.873106e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244344 members 
Mstep: Class 2 contains 68370 members 
Entering Unmasked Estep 
Score: -38731976.000000 Penalty: 6275.910156
	Iteration 10Q: 3 clusters Score -3.873198e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246533 members 
Mstep: Class 2 contains 66181 members 
Entering Unmasked Estep 
Score: -38732760.000000 Penalty: 6275.910156
	Iteration 11Q: 3 clusters Score -3.873276e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248648 members 
Mstep: Class 2 contains 64066 members 
Entering Unmasked Estep 
Score: -38733572.000000 Penalty: 6275.910156
	Iteration 12Q: 3 clusters Score -3.873357e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250822 members 
Mstep: Class 2 contains 61892 members 
Entering Unmasked Estep 
Score: -38734356.000000 Penalty: 6275.910156
	Iteration 13Q: 3 clusters Score -3.873436e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252928 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -38735108.000000 Penalty: 6275.910156
	Iteration 14Q: 3 clusters Score -3.873511e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255134 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -38735816.000000 Penalty: 6275.910156
	Iteration 15Q: 3 clusters Score -3.873582e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257594 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -38736484.000000 Penalty: 6275.910156
	Iteration 16Q: 3 clusters Score -3.873648e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260210 members 
Mstep: Class 2 contains 52504 members 
Entering Unmasked Estep 
Score: -38736860.000000 Penalty: 6275.910156
	Iteration 17Q: 3 clusters Score -3.873686e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262944 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -38737384.000000 Penalty: 6275.910156
	Iteration 18Q: 3 clusters Score -3.873738e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265860 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -38737788.000000 Penalty: 6275.910156
	Iteration 19Q: 3 clusters Score -3.873779e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268936 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -38738300.000000 Penalty: 6275.910156
	Iteration 20F: 3 clusters Score -3.87383e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272269 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -38738736.000000 Penalty: 6275.910156
	Iteration 21Q: 3 clusters Score -3.873874e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275626 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -38738912.000000 Penalty: 6275.910156
	Iteration 22Q: 3 clusters Score -3.873891e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278920 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -38739492.000000 Penalty: 6275.910156
	Iteration 23Q: 3 clusters Score -3.873949e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282091 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -38739856.000000 Penalty: 6275.910156
	Iteration 24Q: 3 clusters Score -3.873986e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285017 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -38739868.000000 Penalty: 6275.910156
	Iteration 25Q: 3 clusters Score -3.873987e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287726 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -38739860.000000 Penalty: 6275.910156
	Iteration 26Q: 3 clusters Score -3.873986e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290296 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -38739848.000000 Penalty: 6275.910156
	Iteration 27Q: 3 clusters Score -3.873985e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292584 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -38739836.000000 Penalty: 6275.910156
	Iteration 28Q: 3 clusters Score -3.873984e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294671 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -38739568.000000 Penalty: 6275.910156
	Iteration 29Q: 3 clusters Score -3.873957e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296653 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -38739176.000000 Penalty: 6275.910156
	Iteration 30Q: 3 clusters Score -3.873918e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298468 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -38738804.000000 Penalty: 6275.910156
	Iteration 31Q: 3 clusters Score -3.87388e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300089 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -38738380.000000 Penalty: 6275.910156
	Iteration 32Q: 3 clusters Score -3.873838e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301534 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -38738084.000000 Penalty: 6275.910156
	Iteration 33Q: 3 clusters Score -3.873808e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302788 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -38737784.000000 Penalty: 6275.910156
	Iteration 34Q: 3 clusters Score -3.873778e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303926 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -38737336.000000 Penalty: 6275.910156
	Iteration 35Q: 3 clusters Score -3.873734e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304922 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -38736828.000000 Penalty: 6275.910156
	Iteration 36Q: 3 clusters Score -3.873683e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305838 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -38736600.000000 Penalty: 6275.910156
	Iteration 37Q: 3 clusters Score -3.87366e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306655 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -38736204.000000 Penalty: 6275.910156
	Iteration 38Q: 3 clusters Score -3.87362e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307394 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -38735636.000000 Penalty: 6275.910156
	Iteration 39Q: 3 clusters Score -3.873564e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308012 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -38735336.000000 Penalty: 6275.910156
	Iteration 40F: 3 clusters Score -3.873534e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308529 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -38735036.000000 Penalty: 6275.910156
	Iteration 41Q: 3 clusters Score -3.873504e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308977 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -38734724.000000 Penalty: 6275.910156
	Iteration 42Q: 3 clusters Score -3.873472e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309322 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -38734472.000000 Penalty: 6275.910156
	Iteration 43Q: 3 clusters Score -3.873447e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309623 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -38734192.000000 Penalty: 6275.910156
	Iteration 44Q: 3 clusters Score -3.873419e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309873 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -38734036.000000 Penalty: 6275.910156
	Iteration 45Q: 3 clusters Score -3.873404e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310095 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -38733792.000000 Penalty: 6275.910156
	Iteration 46Q: 3 clusters Score -3.873379e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310280 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -38733636.000000 Penalty: 6275.910156
	Iteration 47Q: 3 clusters Score -3.873364e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310457 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -38733492.000000 Penalty: 6275.910156
	Iteration 48Q: 3 clusters Score -3.873349e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310618 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -38733344.000000 Penalty: 6275.910156
	Iteration 49Q: 3 clusters Score -3.873334e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310750 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -38733216.000000 Penalty: 6275.910156
	Iteration 50Q: 3 clusters Score -3.873322e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310861 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -38733128.000000 Penalty: 6275.910156
	Iteration 51Q: 3 clusters Score -3.873313e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310971 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -38732948.000000 Penalty: 6275.910156
	Iteration 52Q: 3 clusters Score -3.873295e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311054 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -38732896.000000 Penalty: 6275.910156
	Iteration 53Q: 3 clusters Score -3.87329e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311128 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -38732816.000000 Penalty: 6275.910156
	Iteration 54Q: 3 clusters Score -3.873282e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311192 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -38732696.000000 Penalty: 6275.910156
	Iteration 55Q: 3 clusters Score -3.87327e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311253 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -38732680.000000 Penalty: 6275.910156
	Iteration 56Q: 3 clusters Score -3.873268e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311304 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -38732636.000000 Penalty: 6275.910156
	Iteration 57Q: 3 clusters Score -3.873264e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311347 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -38732608.000000 Penalty: 6275.910156
	Iteration 58Q: 3 clusters Score -3.873261e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311389 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -38732560.000000 Penalty: 6275.910156
	Iteration 59Q: 3 clusters Score -3.873256e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311421 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -38732548.000000 Penalty: 6275.910156
	Iteration 60F: 3 clusters Score -3.873255e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311452 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -38732484.000000 Penalty: 6275.910156
	Iteration 61Q: 3 clusters Score -3.873248e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311473 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -38732516.000000 Penalty: 6275.910156
	Iteration 62Q: 3 clusters Score -3.873252e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311498 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -38732512.000000 Penalty: 6275.910156
	Iteration 63Q: 3 clusters Score -3.873251e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311525 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -38732524.000000 Penalty: 6275.910156
	Iteration 64Q: 3 clusters Score -3.873252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311542 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -38732472.000000 Penalty: 6275.910156
	Iteration 65Q: 3 clusters Score -3.873247e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311556 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -38732476.000000 Penalty: 6275.910156
	Iteration 66Q: 3 clusters Score -3.873248e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311572 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -38732456.000000 Penalty: 6275.910156
	Iteration 67Q: 3 clusters Score -3.873246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311588 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -38732452.000000 Penalty: 6275.910156
	Iteration 68Q: 3 clusters Score -3.873245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311598 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -38732420.000000 Penalty: 6275.910156
	Iteration 69Q: 3 clusters Score -3.873242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311603 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -38732416.000000 Penalty: 6275.910156
	Iteration 70Q: 3 clusters Score -3.873242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311608 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -38732404.000000 Penalty: 6275.910156
	Iteration 71Q: 3 clusters Score -3.87324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311612 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -38732420.000000 Penalty: 6275.910156
	Iteration 72Q: 3 clusters Score -3.873242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311616 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -38732400.000000 Penalty: 6275.910156
	Iteration 73Q: 3 clusters Score -3.87324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311622 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -38732416.000000 Penalty: 6275.910156
	Iteration 74Q: 3 clusters Score -3.873242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311632 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -38732392.000000 Penalty: 6275.910156
	Iteration 75Q: 3 clusters Score -3.873239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311643 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -38732428.000000 Penalty: 6275.910156
	Iteration 76Q: 3 clusters Score -3.873243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311652 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -38732408.000000 Penalty: 6275.910156
	Iteration 77Q: 3 clusters Score -3.873241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311664 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -38732428.000000 Penalty: 6275.910156
	Iteration 78Q: 3 clusters Score -3.873243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311671 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -38732436.000000 Penalty: 6275.910156
	Iteration 79Q: 3 clusters Score -3.873244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311677 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -38732404.000000 Penalty: 6275.910156
	Iteration 80F: 3 clusters Score -3.87324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311679 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -38732380.000000 Penalty: 6275.910156
	Iteration 81Q: 3 clusters Score -3.873238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311683 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -38732388.000000 Penalty: 6275.910156
	Iteration 82Q: 3 clusters Score -3.873239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311687 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -38732376.000000 Penalty: 6275.910156
	Iteration 83Q: 3 clusters Score -3.873238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311692 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -38732396.000000 Penalty: 6275.910156
	Iteration 84Q: 3 clusters Score -3.87324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311694 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -38732388.000000 Penalty: 6275.910156
	Iteration 85Q: 3 clusters Score -3.873239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311697 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -38732412.000000 Penalty: 6275.910156
	Iteration 86Q: 3 clusters Score -3.873241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311698 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -38732404.000000 Penalty: 6275.910156
	Iteration 87Q: 3 clusters Score -3.87324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311699 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -38732404.000000 Penalty: 6275.910156
	Iteration 88Q: 3 clusters Score -3.87324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311700 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -38732384.000000 Penalty: 6275.910156
	Iteration 89Q: 3 clusters Score -3.873238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311702 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -38732400.000000 Penalty: 6275.910156
	Iteration 90Q: 3 clusters Score -3.87324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311704 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -38732384.000000 Penalty: 6275.910156
	Iteration 91Q: 3 clusters Score -3.873238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311705 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -38732388.000000 Penalty: 6275.910156
	Iteration 92Q: 3 clusters Score -3.873239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311706 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -38732392.000000 Penalty: 6275.910156
	Iteration 93Q: 3 clusters Score -3.873239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311707 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -38732404.000000 Penalty: 6275.910156
	Iteration 94Q: 3 clusters Score -3.87324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311706 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -38732396.000000 Penalty: 6275.910156
	Iteration 95Q: 3 clusters Score -3.87324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311705 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -38732408.000000 Penalty: 6275.910156
	Iteration 96Q: 3 clusters Score -3.873241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311706 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -38732380.000000 Penalty: 6275.910156
	Iteration 97Q: 3 clusters Score -3.873238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311707 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -38732388.000000 Penalty: 6275.910156
	Iteration 98Q: 3 clusters Score -3.873239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311707 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -38732388.000000 Penalty: 6275.910156
	Iteration 99F: 3 clusters Score -3.873239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Entering Unmasked Estep 
Score: -496032.906250 Penalty: 2071.550293
	Iteration 0F: 2 clusters Score -496032.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -491938.781250 Penalty: 4143.100586
	Iteration 0F: 3 clusters Score -491938.8 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -492924.312500 Penalty: 4143.100586
	Iteration 1F: 3 clusters Score -492924.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -493164.406250 Penalty: 4143.100586
	Iteration 2F: 3 clusters Score -493164.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -493294.750000 Penalty: 4143.100586
	Iteration 3Q: 3 clusters Score -493294.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -493392.156250 Penalty: 4143.100586
	Iteration 4Q: 3 clusters Score -493392.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -493483.281250 Penalty: 4143.100586
	Iteration 5Q: 3 clusters Score -493483.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -493580.593750 Penalty: 4143.100586
	Iteration 6Q: 3 clusters Score -493580.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -493667.406250 Penalty: 4143.100586
	Iteration 7Q: 3 clusters Score -493667.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -493748.718750 Penalty: 4143.100586
	Iteration 8Q: 3 clusters Score -493748.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -493828.312500 Penalty: 4143.100586
	Iteration 9Q: 3 clusters Score -493828.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -493919.437500 Penalty: 4143.100586
	Iteration 10Q: 3 clusters Score -493919.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -494020.968750 Penalty: 4143.100586
	Iteration 11Q: 3 clusters Score -494021 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -494128.031250 Penalty: 4143.100586
	Iteration 12Q: 3 clusters Score -494128 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -494245.875000 Penalty: 4143.100586
	Iteration 13Q: 3 clusters Score -494245.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -494387.656250 Penalty: 4143.100586
	Iteration 14Q: 3 clusters Score -494387.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -494514.093750 Penalty: 4143.100586
	Iteration 15Q: 3 clusters Score -494514.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -494631.187500 Penalty: 4143.100586
	Iteration 16Q: 3 clusters Score -494631.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -494737.468750 Penalty: 4143.100586
	Iteration 17Q: 3 clusters Score -494737.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -494803.781250 Penalty: 4143.100586
	Iteration 18Q: 3 clusters Score -494803.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -494844.656250 Penalty: 4143.100586
	Iteration 19Q: 3 clusters Score -494844.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -494872.500000 Penalty: 4143.100586
	Iteration 20F: 3 clusters Score -494872.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -494885.781250 Penalty: 4143.100586
	Iteration 21Q: 3 clusters Score -494885.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -494898.218750 Penalty: 4143.100586
	Iteration 22Q: 3 clusters Score -494898.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -494913.156250 Penalty: 4143.100586
	Iteration 23Q: 3 clusters Score -494913.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -494919.843750 Penalty: 4143.100586
	Iteration 24Q: 3 clusters Score -494919.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -494924.593750 Penalty: 4143.100586
	Iteration 25Q: 3 clusters Score -494924.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -494929.406250 Penalty: 4143.100586
	Iteration 26Q: 3 clusters Score -494929.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -494931.312500 Penalty: 4143.100586
	Iteration 27Q: 3 clusters Score -494931.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -494932.375000 Penalty: 4143.100586
	Iteration 28Q: 3 clusters Score -494932.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -494933.468750 Penalty: 4143.100586
	Iteration 29Q: 3 clusters Score -494933.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -494934.375000 Penalty: 4143.100586
	Iteration 30Q: 3 clusters Score -494934.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -494935.343750 Penalty: 4143.100586
	Iteration 31Q: 3 clusters Score -494935.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -494935.343750 Penalty: 4143.100586
	Iteration 32F: 3 clusters Score -494935.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Entering Unmasked Estep 
Score: -1247949.000000 Penalty: 2293.318115
	Iteration 0F: 2 clusters Score -1247949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1240062.500000 Penalty: 4586.636230
	Iteration 0F: 3 clusters Score -1240062 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1242531.625000 Penalty: 4586.636230
	Iteration 1F: 3 clusters Score -1242532 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1243168.375000 Penalty: 4586.636230
	Iteration 2F: 3 clusters Score -1243168 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1243868.250000 Penalty: 4586.636230
	Iteration 3F: 3 clusters Score -1243868 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1244551.625000 Penalty: 4586.636230
	Iteration 4F: 3 clusters Score -1244552 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1245134.000000 Penalty: 4586.636230
	Iteration 5F: 3 clusters Score -1245134 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1245555.875000 Penalty: 4586.636230
	Iteration 6F: 3 clusters Score -1245556 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1245838.000000 Penalty: 4586.636230
	Iteration 7Q: 3 clusters Score -1245838 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1246036.750000 Penalty: 4586.636230
	Iteration 8Q: 3 clusters Score -1246037 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1246160.250000 Penalty: 4586.636230
	Iteration 9Q: 3 clusters Score -1246160 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1246242.625000 Penalty: 4586.636230
	Iteration 10Q: 3 clusters Score -1246243 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1246288.875000 Penalty: 4586.636230
	Iteration 11Q: 3 clusters Score -1246289 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1246338.125000 Penalty: 4586.636230
	Iteration 12Q: 3 clusters Score -1246338 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1246369.875000 Penalty: 4586.636230
	Iteration 13Q: 3 clusters Score -1246370 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1246395.000000 Penalty: 4586.636230
	Iteration 14Q: 3 clusters Score -1246395 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1246405.125000 Penalty: 4586.636230
	Iteration 15Q: 3 clusters Score -1246405 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1246412.625000 Penalty: 4586.636230
	Iteration 16Q: 3 clusters Score -1246413 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1246420.750000 Penalty: 4586.636230
	Iteration 17Q: 3 clusters Score -1246421 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1246428.125000 Penalty: 4586.636230
	Iteration 18Q: 3 clusters Score -1246428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1246438.875000 Penalty: 4586.636230
	Iteration 19Q: 3 clusters Score -1246439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1246439.125000 Penalty: 4586.636230
	Iteration 20F: 3 clusters Score -1246439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1246443.500000 Penalty: 4586.636230
	Iteration 21Q: 3 clusters Score -1246444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1246449.875000 Penalty: 4586.636230
	Iteration 22Q: 3 clusters Score -1246450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1246456.625000 Penalty: 4586.636230
	Iteration 23Q: 3 clusters Score -1246457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1246461.500000 Penalty: 4586.636230
	Iteration 24Q: 3 clusters Score -1246462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1246462.625000 Penalty: 4586.636230
	Iteration 25Q: 3 clusters Score -1246463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1246468.875000 Penalty: 4586.636230
	Iteration 26Q: 3 clusters Score -1246469 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1246472.500000 Penalty: 4586.636230
	Iteration 27Q: 3 clusters Score -1246472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1246479.375000 Penalty: 4586.636230
	Iteration 28Q: 3 clusters Score -1246479 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1246482.375000 Penalty: 4586.636230
	Iteration 29Q: 3 clusters Score -1246482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1246482.250000 Penalty: 4586.636230
	Iteration 30Q: 3 clusters Score -1246482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1246487.250000 Penalty: 4586.636230
	Iteration 31Q: 3 clusters Score -1246487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1246490.875000 Penalty: 4586.636230
	Iteration 32Q: 3 clusters Score -1246491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1246491.250000 Penalty: 4586.636230
	Iteration 33Q: 3 clusters Score -1246491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1246491.000000 Penalty: 4586.636230
	Iteration 34Q: 3 clusters Score -1246491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1246493.375000 Penalty: 4586.636230
	Iteration 35Q: 3 clusters Score -1246493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1246493.250000 Penalty: 4586.636230
	Iteration 36Q: 3 clusters Score -1246493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1246492.125000 Penalty: 4586.636230
	Iteration 37Q: 3 clusters Score -1246492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1246494.625000 Penalty: 4586.636230
	Iteration 38Q: 3 clusters Score -1246495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1246494.625000 Penalty: 4586.636230
	Iteration 39Q: 3 clusters Score -1246495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1246495.000000 Penalty: 4586.636230
	Iteration 40F: 3 clusters Score -1246495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1246496.375000 Penalty: 4586.636230
	Iteration 41Q: 3 clusters Score -1246496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1246497.750000 Penalty: 4586.636230
	Iteration 42Q: 3 clusters Score -1246498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1246495.125000 Penalty: 4586.636230
	Iteration 43Q: 3 clusters Score -1246495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1246497.875000 Penalty: 4586.636230
	Iteration 44Q: 3 clusters Score -1246498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1246499.250000 Penalty: 4586.636230
	Iteration 45Q: 3 clusters Score -1246499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1246499.875000 Penalty: 4586.636230
	Iteration 46Q: 3 clusters Score -1246500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1246500.125000 Penalty: 4586.636230
	Iteration 47Q: 3 clusters Score -1246500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1246499.875000 Penalty: 4586.636230
	Iteration 48Q: 3 clusters Score -1246500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1246499.875000 Penalty: 4586.636230
	Iteration 49F: 3 clusters Score -1246500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61499 members 
Entering Unmasked Estep 
Score: -7721779.500000 Penalty: 2734.640625
	Iteration 0F: 2 clusters Score -7721780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -7680659.500000 Penalty: 5469.281250
	Iteration 0F: 3 clusters Score -7680660 nChanged 28508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -7696486.000000 Penalty: 5469.281250
	Iteration 1F: 3 clusters Score -7696486 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -7697181.500000 Penalty: 5469.281250
	Iteration 2Q: 3 clusters Score -7697182 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -7697831.500000 Penalty: 5469.281250
	Iteration 3Q: 3 clusters Score -7697832 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -7698660.500000 Penalty: 5469.281250
	Iteration 4Q: 3 clusters Score -7698660 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -7699718.500000 Penalty: 5469.281250
	Iteration 5Q: 3 clusters Score -7699718 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -7701088.500000 Penalty: 5469.281250
	Iteration 6Q: 3 clusters Score -7701088 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -7702921.500000 Penalty: 5469.281250
	Iteration 7F: 3 clusters Score -7702922 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -7705237.000000 Penalty: 5469.281250
	Iteration 8F: 3 clusters Score -7705237 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -7707907.500000 Penalty: 5469.281250
	Iteration 9F: 3 clusters Score -7707908 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -7710539.000000 Penalty: 5469.281250
	Iteration 10F: 3 clusters Score -7710539 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -7712560.500000 Penalty: 5469.281250
	Iteration 11Q: 3 clusters Score -7712560 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -7714072.500000 Penalty: 5469.281250
	Iteration 12Q: 3 clusters Score -7714072 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -7715203.500000 Penalty: 5469.281250
	Iteration 13Q: 3 clusters Score -7715204 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55383 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -7715949.500000 Penalty: 5469.281250
	Iteration 14Q: 3 clusters Score -7715950 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56414 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -7716517.000000 Penalty: 5469.281250
	Iteration 15Q: 3 clusters Score -7716517 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57339 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -7717052.500000 Penalty: 5469.281250
	Iteration 16Q: 3 clusters Score -7717052 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58135 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -7717534.000000 Penalty: 5469.281250
	Iteration 17Q: 3 clusters Score -7717534 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58784 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -7717961.500000 Penalty: 5469.281250
	Iteration 18Q: 3 clusters Score -7717962 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -7718275.500000 Penalty: 5469.281250
	Iteration 19Q: 3 clusters Score -7718276 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -7718550.000000 Penalty: 5469.281250
	Iteration 20F: 3 clusters Score -7718550 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60080 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -7718791.000000 Penalty: 5469.281250
	Iteration 21Q: 3 clusters Score -7718791 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7718970.500000 Penalty: 5469.281250
	Iteration 22Q: 3 clusters Score -7718970 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60527 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7719117.500000 Penalty: 5469.281250
	Iteration 23Q: 3 clusters Score -7719118 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60650 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7719200.500000 Penalty: 5469.281250
	Iteration 24Q: 3 clusters Score -7719200 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60742 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7719267.500000 Penalty: 5469.281250
	Iteration 25Q: 3 clusters Score -7719268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7719305.000000 Penalty: 5469.281250
	Iteration 26Q: 3 clusters Score -7719305 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60834 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7719330.000000 Penalty: 5469.281250
	Iteration 27Q: 3 clusters Score -7719330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7719341.000000 Penalty: 5469.281250
	Iteration 28Q: 3 clusters Score -7719341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60883 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7719356.000000 Penalty: 5469.281250
	Iteration 29Q: 3 clusters Score -7719356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7719366.000000 Penalty: 5469.281250
	Iteration 30Q: 3 clusters Score -7719366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60932 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7719375.000000 Penalty: 5469.281250
	Iteration 31Q: 3 clusters Score -7719375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60942 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7719382.000000 Penalty: 5469.281250
	Iteration 32Q: 3 clusters Score -7719382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60951 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7719389.000000 Penalty: 5469.281250
	Iteration 33Q: 3 clusters Score -7719389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60963 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -7719406.500000 Penalty: 5469.281250
	Iteration 34Q: 3 clusters Score -7719406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7719412.000000 Penalty: 5469.281250
	Iteration 35Q: 3 clusters Score -7719412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7719414.500000 Penalty: 5469.281250
	Iteration 36Q: 3 clusters Score -7719414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60986 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7719424.500000 Penalty: 5469.281250
	Iteration 37Q: 3 clusters Score -7719424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7719436.500000 Penalty: 5469.281250
	Iteration 38Q: 3 clusters Score -7719436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61000 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7719444.500000 Penalty: 5469.281250
	Iteration 39Q: 3 clusters Score -7719444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61003 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7719444.000000 Penalty: 5469.281250
	Iteration 40F: 3 clusters Score -7719444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61006 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7719442.000000 Penalty: 5469.281250
	Iteration 41Q: 3 clusters Score -7719442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7719446.500000 Penalty: 5469.281250
	Iteration 42Q: 3 clusters Score -7719446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61016 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7719449.500000 Penalty: 5469.281250
	Iteration 43Q: 3 clusters Score -7719450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61019 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7719453.000000 Penalty: 5469.281250
	Iteration 44Q: 3 clusters Score -7719453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61019 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7719447.500000 Penalty: 5469.281250
	Iteration 45Q: 3 clusters Score -7719448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61019 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7719447.500000 Penalty: 5469.281250
	Iteration 46F: 3 clusters Score -7719448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Entering Unmasked Estep 
Score: -2329335.000000 Penalty: 2444.373047
	Iteration 0F: 2 clusters Score -2329335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2315971.750000 Penalty: 4888.746094
	Iteration 0F: 3 clusters Score -2315972 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2320350.250000 Penalty: 4888.746094
	Iteration 1F: 3 clusters Score -2320350 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2320721.250000 Penalty: 4888.746094
	Iteration 2F: 3 clusters Score -2320721 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2321039.750000 Penalty: 4888.746094
	Iteration 3Q: 3 clusters Score -2321040 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2321322.000000 Penalty: 4888.746094
	Iteration 4Q: 3 clusters Score -2321322 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2321627.750000 Penalty: 4888.746094
	Iteration 5Q: 3 clusters Score -2321628 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2322012.250000 Penalty: 4888.746094
	Iteration 6Q: 3 clusters Score -2322012 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2322469.250000 Penalty: 4888.746094
	Iteration 7Q: 3 clusters Score -2322469 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2323066.500000 Penalty: 4888.746094
	Iteration 8F: 3 clusters Score -2323066 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2323813.500000 Penalty: 4888.746094
	Iteration 9F: 3 clusters Score -2323814 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2324608.250000 Penalty: 4888.746094
	Iteration 10F: 3 clusters Score -2324608 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2325374.500000 Penalty: 4888.746094
	Iteration 11Q: 3 clusters Score -2325374 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2326033.000000 Penalty: 4888.746094
	Iteration 12Q: 3 clusters Score -2326033 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2326503.000000 Penalty: 4888.746094
	Iteration 13Q: 3 clusters Score -2326503 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2326786.750000 Penalty: 4888.746094
	Iteration 14Q: 3 clusters Score -2326787 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2326961.750000 Penalty: 4888.746094
	Iteration 15Q: 3 clusters Score -2326962 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2327063.750000 Penalty: 4888.746094
	Iteration 16Q: 3 clusters Score -2327064 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2327138.500000 Penalty: 4888.746094
	Iteration 17Q: 3 clusters Score -2327138 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2327189.500000 Penalty: 4888.746094
	Iteration 18Q: 3 clusters Score -2327190 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2327231.250000 Penalty: 4888.746094
	Iteration 19Q: 3 clusters Score -2327231 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2327262.000000 Penalty: 4888.746094
	Iteration 20F: 3 clusters Score -2327262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2327272.250000 Penalty: 4888.746094
	Iteration 21Q: 3 clusters Score -2327272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2327293.000000 Penalty: 4888.746094
	Iteration 22Q: 3 clusters Score -2327293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2327302.750000 Penalty: 4888.746094
	Iteration 23Q: 3 clusters Score -2327303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -2327316.000000 Penalty: 4888.746094
	Iteration 24Q: 3 clusters Score -2327316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2327320.500000 Penalty: 4888.746094
	Iteration 25Q: 3 clusters Score -2327320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2327332.000000 Penalty: 4888.746094
	Iteration 26Q: 3 clusters Score -2327332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2327335.500000 Penalty: 4888.746094
	Iteration 27Q: 3 clusters Score -2327336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2327337.000000 Penalty: 4888.746094
	Iteration 28Q: 3 clusters Score -2327337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2327337.000000 Penalty: 4888.746094
	Iteration 29Q: 3 clusters Score -2327337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2327337.750000 Penalty: 4888.746094
	Iteration 30Q: 3 clusters Score -2327338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2327338.750000 Penalty: 4888.746094
	Iteration 31Q: 3 clusters Score -2327339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2327338.750000 Penalty: 4888.746094
	Iteration 32F: 3 clusters Score -2327339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Entering Unmasked Estep 
Score: -2680583.500000 Penalty: 2481.487549
	Iteration 0F: 2 clusters Score -2680584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2665170.500000 Penalty: 4962.975098
	Iteration 0F: 3 clusters Score -2665170 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2670553.500000 Penalty: 4962.975098
	Iteration 1F: 3 clusters Score -2670554 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2671034.750000 Penalty: 4962.975098
	Iteration 2F: 3 clusters Score -2671035 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2671456.000000 Penalty: 4962.975098
	Iteration 3Q: 3 clusters Score -2671456 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2671859.500000 Penalty: 4962.975098
	Iteration 4Q: 3 clusters Score -2671860 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2672278.000000 Penalty: 4962.975098
	Iteration 5Q: 3 clusters Score -2672278 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2672655.500000 Penalty: 4962.975098
	Iteration 6Q: 3 clusters Score -2672656 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2673001.250000 Penalty: 4962.975098
	Iteration 7Q: 3 clusters Score -2673001 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2673335.500000 Penalty: 4962.975098
	Iteration 8Q: 3 clusters Score -2673336 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2673708.000000 Penalty: 4962.975098
	Iteration 9Q: 3 clusters Score -2673708 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2674106.000000 Penalty: 4962.975098
	Iteration 10Q: 3 clusters Score -2674106 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2674477.500000 Penalty: 4962.975098
	Iteration 11Q: 3 clusters Score -2674478 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2674905.250000 Penalty: 4962.975098
	Iteration 12Q: 3 clusters Score -2674905 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2675364.500000 Penalty: 4962.975098
	Iteration 13Q: 3 clusters Score -2675364 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2675828.750000 Penalty: 4962.975098
	Iteration 14Q: 3 clusters Score -2675829 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2676268.000000 Penalty: 4962.975098
	Iteration 15Q: 3 clusters Score -2676268 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2676640.250000 Penalty: 4962.975098
	Iteration 16Q: 3 clusters Score -2676640 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2676953.750000 Penalty: 4962.975098
	Iteration 17Q: 3 clusters Score -2676954 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2677216.750000 Penalty: 4962.975098
	Iteration 18Q: 3 clusters Score -2677217 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2677436.000000 Penalty: 4962.975098
	Iteration 19Q: 3 clusters Score -2677436 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2677638.000000 Penalty: 4962.975098
	Iteration 20F: 3 clusters Score -2677638 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -2677805.000000 Penalty: 4962.975098
	Iteration 21Q: 3 clusters Score -2677805 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -2677927.250000 Penalty: 4962.975098
	Iteration 22Q: 3 clusters Score -2677927 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -2678006.250000 Penalty: 4962.975098
	Iteration 23Q: 3 clusters Score -2678006 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -2678059.000000 Penalty: 4962.975098
	Iteration 24Q: 3 clusters Score -2678059 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2678120.500000 Penalty: 4962.975098
	Iteration 25Q: 3 clusters Score -2678120 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2678153.000000 Penalty: 4962.975098
	Iteration 26Q: 3 clusters Score -2678153 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -2678191.250000 Penalty: 4962.975098
	Iteration 27Q: 3 clusters Score -2678191 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -2678220.500000 Penalty: 4962.975098
	Iteration 28Q: 3 clusters Score -2678220 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2678254.000000 Penalty: 4962.975098
	Iteration 29Q: 3 clusters Score -2678254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2678288.500000 Penalty: 4962.975098
	Iteration 30Q: 3 clusters Score -2678288 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -2678306.250000 Penalty: 4962.975098
	Iteration 31Q: 3 clusters Score -2678306 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -2678325.750000 Penalty: 4962.975098
	Iteration 32Q: 3 clusters Score -2678326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2678342.750000 Penalty: 4962.975098
	Iteration 33Q: 3 clusters Score -2678343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -2678363.750000 Penalty: 4962.975098
	Iteration 34Q: 3 clusters Score -2678364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -2678373.500000 Penalty: 4962.975098
	Iteration 35Q: 3 clusters Score -2678374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2678389.500000 Penalty: 4962.975098
	Iteration 36Q: 3 clusters Score -2678390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2678403.750000 Penalty: 4962.975098
	Iteration 37Q: 3 clusters Score -2678404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2678410.500000 Penalty: 4962.975098
	Iteration 38Q: 3 clusters Score -2678410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -2678413.500000 Penalty: 4962.975098
	Iteration 39Q: 3 clusters Score -2678414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -2678420.500000 Penalty: 4962.975098
	Iteration 40F: 3 clusters Score -2678420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2678424.500000 Penalty: 4962.975098
	Iteration 41Q: 3 clusters Score -2678424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -2678424.000000 Penalty: 4962.975098
	Iteration 42Q: 3 clusters Score -2678424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -2678424.000000 Penalty: 4962.975098
	Iteration 43Q: 3 clusters Score -2678424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -2678426.000000 Penalty: 4962.975098
	Iteration 44Q: 3 clusters Score -2678426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -2678426.500000 Penalty: 4962.975098
	Iteration 45Q: 3 clusters Score -2678426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -2678431.750000 Penalty: 4962.975098
	Iteration 46Q: 3 clusters Score -2678432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2678437.500000 Penalty: 4962.975098
	Iteration 47Q: 3 clusters Score -2678438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2678440.000000 Penalty: 4962.975098
	Iteration 48Q: 3 clusters Score -2678440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2678440.000000 Penalty: 4962.975098
	Iteration 49F: 3 clusters Score -2678440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Entering Unmasked Estep 
Score: -3252592.750000 Penalty: 2549.891602
	Iteration 0F: 2 clusters Score -3252593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -3232541.750000 Penalty: 5099.783203
	Iteration 0F: 3 clusters Score -3232542 nChanged 13185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -3239999.750000 Penalty: 5099.783203
	Iteration 1F: 3 clusters Score -3240000 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3240896.250000 Penalty: 5099.783203
	Iteration 2F: 3 clusters Score -3240896 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -3242062.250000 Penalty: 5099.783203
	Iteration 3F: 3 clusters Score -3242062 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3243597.000000 Penalty: 5099.783203
	Iteration 4F: 3 clusters Score -3243597 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -3245138.750000 Penalty: 5099.783203
	Iteration 5F: 3 clusters Score -3245139 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -3246548.250000 Penalty: 5099.783203
	Iteration 6F: 3 clusters Score -3246548 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3247503.750000 Penalty: 5099.783203
	Iteration 7F: 3 clusters Score -3247504 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -3248100.000000 Penalty: 5099.783203
	Iteration 8Q: 3 clusters Score -3248100 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -3248487.000000 Penalty: 5099.783203
	Iteration 9Q: 3 clusters Score -3248487 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -3248744.750000 Penalty: 5099.783203
	Iteration 10Q: 3 clusters Score -3248745 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -3248899.500000 Penalty: 5099.783203
	Iteration 11Q: 3 clusters Score -3248900 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -3249037.000000 Penalty: 5099.783203
	Iteration 12Q: 3 clusters Score -3249037 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -3249161.000000 Penalty: 5099.783203
	Iteration 13Q: 3 clusters Score -3249161 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -3249266.500000 Penalty: 5099.783203
	Iteration 14Q: 3 clusters Score -3249266 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3249369.250000 Penalty: 5099.783203
	Iteration 15Q: 3 clusters Score -3249369 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -3249445.500000 Penalty: 5099.783203
	Iteration 16Q: 3 clusters Score -3249446 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -3249511.750000 Penalty: 5099.783203
	Iteration 17Q: 3 clusters Score -3249512 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -3249581.250000 Penalty: 5099.783203
	Iteration 18Q: 3 clusters Score -3249581 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -3249629.250000 Penalty: 5099.783203
	Iteration 19Q: 3 clusters Score -3249629 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -3249698.750000 Penalty: 5099.783203
	Iteration 20F: 3 clusters Score -3249699 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -3249757.750000 Penalty: 5099.783203
	Iteration 21Q: 3 clusters Score -3249758 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -3249811.000000 Penalty: 5099.783203
	Iteration 22Q: 3 clusters Score -3249811 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -3249895.000000 Penalty: 5099.783203
	Iteration 23Q: 3 clusters Score -3249895 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -3249957.000000 Penalty: 5099.783203
	Iteration 24Q: 3 clusters Score -3249957 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -3250024.500000 Penalty: 5099.783203
	Iteration 25Q: 3 clusters Score -3250024 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -3250087.750000 Penalty: 5099.783203
	Iteration 26Q: 3 clusters Score -3250088 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -3250167.750000 Penalty: 5099.783203
	Iteration 27Q: 3 clusters Score -3250168 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -3250228.000000 Penalty: 5099.783203
	Iteration 28Q: 3 clusters Score -3250228 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -3250277.250000 Penalty: 5099.783203
	Iteration 29Q: 3 clusters Score -3250277 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -3250348.250000 Penalty: 5099.783203
	Iteration 30Q: 3 clusters Score -3250348 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -3250401.500000 Penalty: 5099.783203
	Iteration 31Q: 3 clusters Score -3250402 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -3250432.000000 Penalty: 5099.783203
	Iteration 32Q: 3 clusters Score -3250432 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -3250472.750000 Penalty: 5099.783203
	Iteration 33Q: 3 clusters Score -3250473 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -3250507.500000 Penalty: 5099.783203
	Iteration 34Q: 3 clusters Score -3250508 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -3250544.000000 Penalty: 5099.783203
	Iteration 35Q: 3 clusters Score -3250544 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -3250568.500000 Penalty: 5099.783203
	Iteration 36Q: 3 clusters Score -3250568 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -3250598.000000 Penalty: 5099.783203
	Iteration 37Q: 3 clusters Score -3250598 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -3250617.250000 Penalty: 5099.783203
	Iteration 38Q: 3 clusters Score -3250617 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -3250640.750000 Penalty: 5099.783203
	Iteration 39Q: 3 clusters Score -3250641 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -3250650.000000 Penalty: 5099.783203
	Iteration 40F: 3 clusters Score -3250650 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -3250659.000000 Penalty: 5099.783203
	Iteration 41Q: 3 clusters Score -3250659 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -3250664.500000 Penalty: 5099.783203
	Iteration 42Q: 3 clusters Score -3250664 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -3250675.500000 Penalty: 5099.783203
	Iteration 43Q: 3 clusters Score -3250676 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -3250685.250000 Penalty: 5099.783203
	Iteration 44Q: 3 clusters Score -3250685 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -3250692.500000 Penalty: 5099.783203
	Iteration 45Q: 3 clusters Score -3250692 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -3250695.000000 Penalty: 5099.783203
	Iteration 46Q: 3 clusters Score -3250695 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -3250718.750000 Penalty: 5099.783203
	Iteration 47Q: 3 clusters Score -3250719 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -3250730.250000 Penalty: 5099.783203
	Iteration 48Q: 3 clusters Score -3250730 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -3250749.500000 Penalty: 5099.783203
	Iteration 49Q: 3 clusters Score -3250750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -3250765.500000 Penalty: 5099.783203
	Iteration 50Q: 3 clusters Score -3250766 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -3250763.000000 Penalty: 5099.783203
	Iteration 51Q: 3 clusters Score -3250763 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -3250775.500000 Penalty: 5099.783203
	Iteration 52Q: 3 clusters Score -3250776 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -3250777.500000 Penalty: 5099.783203
	Iteration 53Q: 3 clusters Score -3250778 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -3250788.250000 Penalty: 5099.783203
	Iteration 54Q: 3 clusters Score -3250788 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -3250787.750000 Penalty: 5099.783203
	Iteration 55Q: 3 clusters Score -3250788 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -3250793.500000 Penalty: 5099.783203
	Iteration 56Q: 3 clusters Score -3250794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -3250799.000000 Penalty: 5099.783203
	Iteration 57Q: 3 clusters Score -3250799 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -3250804.750000 Penalty: 5099.783203
	Iteration 58Q: 3 clusters Score -3250805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -3250806.750000 Penalty: 5099.783203
	Iteration 59Q: 3 clusters Score -3250807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -3250802.250000 Penalty: 5099.783203
	Iteration 60F: 3 clusters Score -3250802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -3250816.500000 Penalty: 5099.783203
	Iteration 61Q: 3 clusters Score -3250816 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -3250820.000000 Penalty: 5099.783203
	Iteration 62Q: 3 clusters Score -3250820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -3250829.000000 Penalty: 5099.783203
	Iteration 63Q: 3 clusters Score -3250829 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -3250835.500000 Penalty: 5099.783203
	Iteration 64Q: 3 clusters Score -3250836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -3250836.750000 Penalty: 5099.783203
	Iteration 65Q: 3 clusters Score -3250837 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -3250838.750000 Penalty: 5099.783203
	Iteration 66Q: 3 clusters Score -3250839 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -3250844.750000 Penalty: 5099.783203
	Iteration 67Q: 3 clusters Score -3250845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -3250845.000000 Penalty: 5099.783203
	Iteration 68Q: 3 clusters Score -3250845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -3250844.500000 Penalty: 5099.783203
	Iteration 69Q: 3 clusters Score -3250844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -3250857.000000 Penalty: 5099.783203
	Iteration 70Q: 3 clusters Score -3250857 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -3250863.250000 Penalty: 5099.783203
	Iteration 71Q: 3 clusters Score -3250863 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -3250859.500000 Penalty: 5099.783203
	Iteration 72Q: 3 clusters Score -3250860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -3250852.000000 Penalty: 5099.783203
	Iteration 73Q: 3 clusters Score -3250852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -3250867.750000 Penalty: 5099.783203
	Iteration 74Q: 3 clusters Score -3250868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3250864.250000 Penalty: 5099.783203
	Iteration 75Q: 3 clusters Score -3250864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -3250871.750000 Penalty: 5099.783203
	Iteration 76Q: 3 clusters Score -3250872 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -3250887.750000 Penalty: 5099.783203
	Iteration 77Q: 3 clusters Score -3250888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -3250895.000000 Penalty: 5099.783203
	Iteration 78Q: 3 clusters Score -3250895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -3250901.750000 Penalty: 5099.783203
	Iteration 79Q: 3 clusters Score -3250902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -3250901.500000 Penalty: 5099.783203
	Iteration 80F: 3 clusters Score -3250902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -3250904.500000 Penalty: 5099.783203
	Iteration 81Q: 3 clusters Score -3250904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -3250911.250000 Penalty: 5099.783203
	Iteration 82Q: 3 clusters Score -3250911 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -3250915.750000 Penalty: 5099.783203
	Iteration 83Q: 3 clusters Score -3250916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3250921.500000 Penalty: 5099.783203
	Iteration 84Q: 3 clusters Score -3250922 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -3250931.250000 Penalty: 5099.783203
	Iteration 85Q: 3 clusters Score -3250931 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3250943.750000 Penalty: 5099.783203
	Iteration 86Q: 3 clusters Score -3250944 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3250960.750000 Penalty: 5099.783203
	Iteration 87Q: 3 clusters Score -3250961 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3250984.500000 Penalty: 5099.783203
	Iteration 88Q: 3 clusters Score -3250984 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -3250982.000000 Penalty: 5099.783203
	Iteration 89Q: 3 clusters Score -3250982 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3250987.500000 Penalty: 5099.783203
	Iteration 90Q: 3 clusters Score -3250988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -3251000.000000 Penalty: 5099.783203
	Iteration 91Q: 3 clusters Score -3251000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -3251010.250000 Penalty: 5099.783203
	Iteration 92Q: 3 clusters Score -3251010 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -3251016.250000 Penalty: 5099.783203
	Iteration 93Q: 3 clusters Score -3251016 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -3251022.000000 Penalty: 5099.783203
	Iteration 94Q: 3 clusters Score -3251022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3251037.250000 Penalty: 5099.783203
	Iteration 95Q: 3 clusters Score -3251037 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3251051.000000 Penalty: 5099.783203
	Iteration 96Q: 3 clusters Score -3251051 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -3251073.750000 Penalty: 5099.783203
	Iteration 97Q: 3 clusters Score -3251074 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3251096.250000 Penalty: 5099.783203
	Iteration 98Q: 3 clusters Score -3251096 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3251105.500000 Penalty: 5099.783203
	Iteration 99Q: 3 clusters Score -3251106 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3251121.750000 Penalty: 5099.783203
	Iteration 100F: 3 clusters Score -3251122 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3251147.250000 Penalty: 5099.783203
	Iteration 101Q: 3 clusters Score -3251147 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3251167.250000 Penalty: 5099.783203
	Iteration 102Q: 3 clusters Score -3251167 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3251190.500000 Penalty: 5099.783203
	Iteration 103Q: 3 clusters Score -3251190 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -3251206.000000 Penalty: 5099.783203
	Iteration 104Q: 3 clusters Score -3251206 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3251227.500000 Penalty: 5099.783203
	Iteration 105Q: 3 clusters Score -3251228 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3251244.000000 Penalty: 5099.783203
	Iteration 106Q: 3 clusters Score -3251244 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3251248.500000 Penalty: 5099.783203
	Iteration 107Q: 3 clusters Score -3251248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3251256.750000 Penalty: 5099.783203
	Iteration 108Q: 3 clusters Score -3251257 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3251276.500000 Penalty: 5099.783203
	Iteration 109Q: 3 clusters Score -3251276 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3251294.500000 Penalty: 5099.783203
	Iteration 110Q: 3 clusters Score -3251294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3251307.250000 Penalty: 5099.783203
	Iteration 111Q: 3 clusters Score -3251307 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3251321.000000 Penalty: 5099.783203
	Iteration 112Q: 3 clusters Score -3251321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3251333.500000 Penalty: 5099.783203
	Iteration 113Q: 3 clusters Score -3251334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3251333.500000 Penalty: 5099.783203
	Iteration 114Q: 3 clusters Score -3251334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3251343.250000 Penalty: 5099.783203
	Iteration 115Q: 3 clusters Score -3251343 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3251345.000000 Penalty: 5099.783203
	Iteration 116Q: 3 clusters Score -3251345 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3251368.750000 Penalty: 5099.783203
	Iteration 117Q: 3 clusters Score -3251369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3251371.500000 Penalty: 5099.783203
	Iteration 118Q: 3 clusters Score -3251372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3251375.500000 Penalty: 5099.783203
	Iteration 119Q: 3 clusters Score -3251376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3251378.500000 Penalty: 5099.783203
	Iteration 120F: 3 clusters Score -3251378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3251384.000000 Penalty: 5099.783203
	Iteration 121Q: 3 clusters Score -3251384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3251391.750000 Penalty: 5099.783203
	Iteration 122Q: 3 clusters Score -3251392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3251390.250000 Penalty: 5099.783203
	Iteration 123Q: 3 clusters Score -3251390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3251388.750000 Penalty: 5099.783203
	Iteration 124Q: 3 clusters Score -3251389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3251396.750000 Penalty: 5099.783203
	Iteration 125Q: 3 clusters Score -3251397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3251397.000000 Penalty: 5099.783203
	Iteration 126Q: 3 clusters Score -3251397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3251395.250000 Penalty: 5099.783203
	Iteration 127Q: 3 clusters Score -3251395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3251399.250000 Penalty: 5099.783203
	Iteration 128Q: 3 clusters Score -3251399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3251401.750000 Penalty: 5099.783203
	Iteration 129Q: 3 clusters Score -3251402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3251396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3251396.500000 Penalty: 5099.783203
	Iteration 131F: 3 clusters Score -3251396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Entering Unmasked Estep 
Score: -1428442.750000 Penalty: 2314.825195
	Iteration 0F: 2 clusters Score -1428443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1419862.250000 Penalty: 4629.650391
	Iteration 0F: 3 clusters Score -1419862 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1422483.000000 Penalty: 4629.650391
	Iteration 1F: 3 clusters Score -1422483 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1422841.750000 Penalty: 4629.650391
	Iteration 2F: 3 clusters Score -1422842 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1423111.375000 Penalty: 4629.650391
	Iteration 3F: 3 clusters Score -1423111 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1423293.500000 Penalty: 4629.650391
	Iteration 4Q: 3 clusters Score -1423294 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1423467.625000 Penalty: 4629.650391
	Iteration 5Q: 3 clusters Score -1423468 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1423651.250000 Penalty: 4629.650391
	Iteration 6Q: 3 clusters Score -1423651 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1423859.500000 Penalty: 4629.650391
	Iteration 7Q: 3 clusters Score -1423860 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1424080.625000 Penalty: 4629.650391
	Iteration 8Q: 3 clusters Score -1424081 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1424316.000000 Penalty: 4629.650391
	Iteration 9Q: 3 clusters Score -1424316 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1424547.250000 Penalty: 4629.650391
	Iteration 10Q: 3 clusters Score -1424547 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1424831.125000 Penalty: 4629.650391
	Iteration 11Q: 3 clusters Score -1424831 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1425103.875000 Penalty: 4629.650391
	Iteration 12Q: 3 clusters Score -1425104 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1425334.250000 Penalty: 4629.650391
	Iteration 13Q: 3 clusters Score -1425334 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1425568.250000 Penalty: 4629.650391
	Iteration 14Q: 3 clusters Score -1425568 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1425779.875000 Penalty: 4629.650391
	Iteration 15Q: 3 clusters Score -1425780 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1425942.250000 Penalty: 4629.650391
	Iteration 16Q: 3 clusters Score -1425942 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1426044.625000 Penalty: 4629.650391
	Iteration 17Q: 3 clusters Score -1426045 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1426126.000000 Penalty: 4629.650391
	Iteration 18Q: 3 clusters Score -1426126 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1426189.875000 Penalty: 4629.650391
	Iteration 19Q: 3 clusters Score -1426190 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1426242.750000 Penalty: 4629.650391
	Iteration 20F: 3 clusters Score -1426243 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1426286.000000 Penalty: 4629.650391
	Iteration 21Q: 3 clusters Score -1426286 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1426322.875000 Penalty: 4629.650391
	Iteration 22Q: 3 clusters Score -1426323 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1426364.250000 Penalty: 4629.650391
	Iteration 23Q: 3 clusters Score -1426364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1426386.875000 Penalty: 4629.650391
	Iteration 24Q: 3 clusters Score -1426387 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1426402.250000 Penalty: 4629.650391
	Iteration 25Q: 3 clusters Score -1426402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1426418.125000 Penalty: 4629.650391
	Iteration 26Q: 3 clusters Score -1426418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1426428.625000 Penalty: 4629.650391
	Iteration 27Q: 3 clusters Score -1426429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1426438.000000 Penalty: 4629.650391
	Iteration 28Q: 3 clusters Score -1426438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1426449.000000 Penalty: 4629.650391
	Iteration 29Q: 3 clusters Score -1426449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1426454.250000 Penalty: 4629.650391
	Iteration 30Q: 3 clusters Score -1426454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1426458.375000 Penalty: 4629.650391
	Iteration 31Q: 3 clusters Score -1426458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1426462.000000 Penalty: 4629.650391
	Iteration 32Q: 3 clusters Score -1426462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1426467.375000 Penalty: 4629.650391
	Iteration 33Q: 3 clusters Score -1426467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1426469.750000 Penalty: 4629.650391
	Iteration 34Q: 3 clusters Score -1426470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1426472.500000 Penalty: 4629.650391
	Iteration 35Q: 3 clusters Score -1426472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1426472.625000 Penalty: 4629.650391
	Iteration 36Q: 3 clusters Score -1426473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1426472.000000 Penalty: 4629.650391
	Iteration 37Q: 3 clusters Score -1426472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1426474.625000 Penalty: 4629.650391
	Iteration 38Q: 3 clusters Score -1426475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1426474.625000 Penalty: 4629.650391
	Iteration 39F: 3 clusters Score -1426475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Entering Unmasked Estep 
Score: -214346.875000 Penalty: 1871.649658
	Iteration 0F: 2 clusters Score -214346.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -211788.250000 Penalty: 3743.299316
	Iteration 0F: 3 clusters Score -211788.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -212254.453125 Penalty: 3743.299316
	Iteration 1F: 3 clusters Score -212254.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -212505.125000 Penalty: 3743.299316
	Iteration 2F: 3 clusters Score -212505.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -212790.015625 Penalty: 3743.299316
	Iteration 3F: 3 clusters Score -212790 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -213112.234375 Penalty: 3743.299316
	Iteration 4F: 3 clusters Score -213112.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -213353.078125 Penalty: 3743.299316
	Iteration 5F: 3 clusters Score -213353.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -213602.125000 Penalty: 3743.299316
	Iteration 6F: 3 clusters Score -213602.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -213816.625000 Penalty: 3743.299316
	Iteration 7Q: 3 clusters Score -213816.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -213912.875000 Penalty: 3743.299316
	Iteration 8Q: 3 clusters Score -213912.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -213941.437500 Penalty: 3743.299316
	Iteration 9Q: 3 clusters Score -213941.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -213953.750000 Penalty: 3743.299316
	Iteration 10Q: 3 clusters Score -213953.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -213962.296875 Penalty: 3743.299316
	Iteration 11Q: 3 clusters Score -213962.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -213968.921875 Penalty: 3743.299316
	Iteration 12Q: 3 clusters Score -213968.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -213976.343750 Penalty: 3743.299316
	Iteration 13Q: 3 clusters Score -213976.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -213977.875000 Penalty: 3743.299316
	Iteration 14Q: 3 clusters Score -213977.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -213983.343750 Penalty: 3743.299316
	Iteration 15Q: 3 clusters Score -213983.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -213990.984375 Penalty: 3743.299316
	Iteration 16Q: 3 clusters Score -213991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -214006.828125 Penalty: 3743.299316
	Iteration 17Q: 3 clusters Score -214006.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -214023.140625 Penalty: 3743.299316
	Iteration 18Q: 3 clusters Score -214023.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -214046.406250 Penalty: 3743.299316
	Iteration 19Q: 3 clusters Score -214046.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -214073.578125 Penalty: 3743.299316
	Iteration 20F: 3 clusters Score -214073.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -214128.593750 Penalty: 3743.299316
	Iteration 21Q: 3 clusters Score -214128.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -214213.187500 Penalty: 3743.299316
	Iteration 22Q: 3 clusters Score -214213.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -214303.968750 Penalty: 3743.299316
	Iteration 23Q: 3 clusters Score -214304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -214412.765625 Penalty: 3743.299316
	Iteration 24Q: 3 clusters Score -214412.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -214521.500000 Penalty: 3743.299316
	Iteration 25Q: 3 clusters Score -214521.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -214625.468750 Penalty: 3743.299316
	Iteration 26Q: 3 clusters Score -214625.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -214700.750000 Penalty: 3743.299316
	Iteration 27Q: 3 clusters Score -214700.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -214725.500000 Penalty: 3743.299316
	Iteration 28Q: 3 clusters Score -214725.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -214734.109375 Penalty: 3743.299316
	Iteration 29Q: 3 clusters Score -214734.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -214744.015625 Penalty: 3743.299316
	Iteration 30Q: 3 clusters Score -214744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -214753.375000 Penalty: 3743.299316
	Iteration 31Q: 3 clusters Score -214753.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -214762.890625 Penalty: 3743.299316
	Iteration 32Q: 3 clusters Score -214762.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -214778.421875 Penalty: 3743.299316
	Iteration 33Q: 3 clusters Score -214778.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -214789.687500 Penalty: 3743.299316
	Iteration 34Q: 3 clusters Score -214789.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -214799.906250 Penalty: 3743.299316
	Iteration 35Q: 3 clusters Score -214799.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -214811.593750 Penalty: 3743.299316
	Iteration 36Q: 3 clusters Score -214811.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -214826.500000 Penalty: 3743.299316
	Iteration 37Q: 3 clusters Score -214826.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -214859.000000 Penalty: 3743.299316
	Iteration 38Q: 3 clusters Score -214859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -214903.562500 Penalty: 3743.299316
	Iteration 39Q: 3 clusters Score -214903.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -214978.859375 Penalty: 3743.299316
	Iteration 40F: 3 clusters Score -214978.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -215089.718750 Penalty: 3743.299316
	Iteration 41Q: 3 clusters Score -215089.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -215145.375000 Penalty: 3743.299316
	Iteration 42Q: 3 clusters Score -215145.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -215155.281250 Penalty: 3743.299316
	Iteration 43Q: 3 clusters Score -215155.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -215159.406250 Penalty: 3743.299316
	Iteration 44Q: 3 clusters Score -215159.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -215163.781250 Penalty: 3743.299316
	Iteration 45Q: 3 clusters Score -215163.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -215167.093750 Penalty: 3743.299316
	Iteration 46Q: 3 clusters Score -215167.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -215167.093750 Penalty: 3743.299316
	Iteration 47F: 3 clusters Score -215167.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 81433 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4023 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 18568 members 
Mstep: Class 9 contains 312714 members 
Mstep: Class 10 contains 4243 members 
Mstep: Class 11 contains 10376 members 
Mstep: Class 12 contains 61499 members 
Mstep: Class 13 contains 19079 members 
Mstep: Class 14 contains 22159 members 
Mstep: Class 15 contains 29197 members 
Mstep: Class 16 contains 11316 members 
Mstep: Class 17 contains 751 members 
Mstep: Class 18 contains 112328 members 
Mstep: Class 19 contains 3913 members 
Mstep: Class 20 contains 223112 members 
Mstep: Class 21 contains 21503 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 6660 members 
Mstep: Class 24 contains 40196 members 
Mstep: Class 25 contains 240519 members 
Mstep: Class 26 contains 17392 members 
Mstep: Class 27 contains 1144 members 
Entering Unmasked Estep 
Score: -154597040.000000 Penalty: 94130.875000
Splitting cluster 17 changes total score from -154597872.000000 to -154597040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (112328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112328 members 
Entering Unmasked Estep 
Score: -14112521.000000 Penalty: 2884.036133
	Iteration 0F: 2 clusters Score -1.411252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 56068 members 
Entering Unmasked Estep 
Score: -14037390.000000 Penalty: 5768.072266
	Iteration 0F: 3 clusters Score -1.403739e+07 nChanged 53287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 54115 members 
Entering Unmasked Estep 
Score: -14067917.000000 Penalty: 5768.072266
	Iteration 1F: 3 clusters Score -1.406792e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 52790 members 
Entering Unmasked Estep 
Score: -14068782.000000 Penalty: 5768.072266
	Iteration 2Q: 3 clusters Score -1.406878e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -14069954.000000 Penalty: 5768.072266
	Iteration 3Q: 3 clusters Score -1.406995e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -14071772.000000 Penalty: 5768.072266
	Iteration 4Q: 3 clusters Score -1.407177e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68841 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -14074657.000000 Penalty: 5768.072266
	Iteration 5F: 3 clusters Score -1.407466e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74583 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -14079203.000000 Penalty: 5768.072266
	Iteration 6F: 3 clusters Score -1.40792e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -14085791.000000 Penalty: 5768.072266
	Iteration 7F: 3 clusters Score -1.408579e+07 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88868 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -14093352.000000 Penalty: 5768.072266
	Iteration 8F: 3 clusters Score -1.409335e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94675 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -14099694.000000 Penalty: 5768.072266
	Iteration 9F: 3 clusters Score -1.409969e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98385 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -14103956.000000 Penalty: 5768.072266
	Iteration 10Q: 3 clusters Score -1.410396e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100655 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -14106213.000000 Penalty: 5768.072266
	Iteration 11Q: 3 clusters Score -1.410621e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102243 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -14107533.000000 Penalty: 5768.072266
	Iteration 12Q: 3 clusters Score -1.410753e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103458 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -14108386.000000 Penalty: 5768.072266
	Iteration 13Q: 3 clusters Score -1.410839e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104479 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -14108918.000000 Penalty: 5768.072266
	Iteration 14Q: 3 clusters Score -1.410892e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105302 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -14109377.000000 Penalty: 5768.072266
	Iteration 15Q: 3 clusters Score -1.410938e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105982 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -14109741.000000 Penalty: 5768.072266
	Iteration 16Q: 3 clusters Score -1.410974e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106535 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -14109989.000000 Penalty: 5768.072266
	Iteration 17Q: 3 clusters Score -1.410999e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106995 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -14110191.000000 Penalty: 5768.072266
	Iteration 18Q: 3 clusters Score -1.411019e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107379 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -14110339.000000 Penalty: 5768.072266
	Iteration 19Q: 3 clusters Score -1.411034e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107682 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -14110444.000000 Penalty: 5768.072266
	Iteration 20F: 3 clusters Score -1.411044e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107925 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -14110472.000000 Penalty: 5768.072266
	Iteration 21Q: 3 clusters Score -1.411047e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108131 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -14110480.000000 Penalty: 5768.072266
	Iteration 22Q: 3 clusters Score -1.411048e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108306 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -14110571.000000 Penalty: 5768.072266
	Iteration 23Q: 3 clusters Score -1.411057e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108441 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -14110565.000000 Penalty: 5768.072266
	Iteration 24Q: 3 clusters Score -1.411056e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108552 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -14110566.000000 Penalty: 5768.072266
	Iteration 25Q: 3 clusters Score -1.411057e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108639 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -14110596.000000 Penalty: 5768.072266
	Iteration 26Q: 3 clusters Score -1.41106e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108718 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -14110607.000000 Penalty: 5768.072266
	Iteration 27Q: 3 clusters Score -1.411061e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108792 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -14110601.000000 Penalty: 5768.072266
	Iteration 28Q: 3 clusters Score -1.41106e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108848 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -14110624.000000 Penalty: 5768.072266
	Iteration 29Q: 3 clusters Score -1.411062e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108887 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -14110655.000000 Penalty: 5768.072266
	Iteration 30Q: 3 clusters Score -1.411066e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108920 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -14110637.000000 Penalty: 5768.072266
	Iteration 31Q: 3 clusters Score -1.411064e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108957 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -14110658.000000 Penalty: 5768.072266
	Iteration 32Q: 3 clusters Score -1.411066e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108985 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -14110653.000000 Penalty: 5768.072266
	Iteration 33Q: 3 clusters Score -1.411065e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109006 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -14110647.000000 Penalty: 5768.072266
	Iteration 34Q: 3 clusters Score -1.411065e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109023 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -14110656.000000 Penalty: 5768.072266
	Iteration 35Q: 3 clusters Score -1.411066e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109034 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -14110644.000000 Penalty: 5768.072266
	Iteration 36Q: 3 clusters Score -1.411064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109042 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -14110637.000000 Penalty: 5768.072266
	Iteration 37Q: 3 clusters Score -1.411064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109050 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -14110630.000000 Penalty: 5768.072266
	Iteration 38Q: 3 clusters Score -1.411063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109057 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -14110647.000000 Penalty: 5768.072266
	Iteration 39Q: 3 clusters Score -1.411065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109063 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -14110645.000000 Penalty: 5768.072266
	Iteration 40F: 3 clusters Score -1.411064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109070 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -14110655.000000 Penalty: 5768.072266
	Iteration 41Q: 3 clusters Score -1.411066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109075 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -14110650.000000 Penalty: 5768.072266
	Iteration 42Q: 3 clusters Score -1.411065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109081 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -14110668.000000 Penalty: 5768.072266
	Iteration 43Q: 3 clusters Score -1.411067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109085 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -14110664.000000 Penalty: 5768.072266
	Iteration 44Q: 3 clusters Score -1.411066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109088 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -14110657.000000 Penalty: 5768.072266
	Iteration 45Q: 3 clusters Score -1.411066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109090 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -14110641.000000 Penalty: 5768.072266
	Iteration 46Q: 3 clusters Score -1.411064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109089 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -14110655.000000 Penalty: 5768.072266
	Iteration 47Q: 3 clusters Score -1.411066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109090 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -14110647.000000 Penalty: 5768.072266
	Iteration 48Q: 3 clusters Score -1.411065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109091 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -14110641.000000 Penalty: 5768.072266
	Iteration 49Q: 3 clusters Score -1.411064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109094 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -14110652.000000 Penalty: 5768.072266
	Iteration 50Q: 3 clusters Score -1.411065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109097 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -14110652.000000 Penalty: 5768.072266
	Iteration 51Q: 3 clusters Score -1.411065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109101 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -14110648.000000 Penalty: 5768.072266
	Iteration 52Q: 3 clusters Score -1.411065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109105 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -14110643.000000 Penalty: 5768.072266
	Iteration 53Q: 3 clusters Score -1.411064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109105 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -14110643.000000 Penalty: 5768.072266
	Iteration 54F: 3 clusters Score -1.411064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Entering Unmasked Estep 
Score: -381831.250000 Penalty: 2051.470703
	Iteration 0F: 2 clusters Score -381831.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -378050.062500 Penalty: 4102.941406
	Iteration 0F: 3 clusters Score -378050.1 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -379063.593750 Penalty: 4102.941406
	Iteration 1F: 3 clusters Score -379063.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -379314.812500 Penalty: 4102.941406
	Iteration 2F: 3 clusters Score -379314.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -379496.343750 Penalty: 4102.941406
	Iteration 3F: 3 clusters Score -379496.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -379658.125000 Penalty: 4102.941406
	Iteration 4F: 3 clusters Score -379658.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -379864.718750 Penalty: 4102.941406
	Iteration 5Q: 3 clusters Score -379864.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -380086.375000 Penalty: 4102.941406
	Iteration 6Q: 3 clusters Score -380086.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -380358.812500 Penalty: 4102.941406
	Iteration 7F: 3 clusters Score -380358.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -380675.062500 Penalty: 4102.941406
	Iteration 8F: 3 clusters Score -380675.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -381005.500000 Penalty: 4102.941406
	Iteration 9F: 3 clusters Score -381005.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -381258.156250 Penalty: 4102.941406
	Iteration 10Q: 3 clusters Score -381258.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -381405.593750 Penalty: 4102.941406
	Iteration 11Q: 3 clusters Score -381405.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -381472.125000 Penalty: 4102.941406
	Iteration 12Q: 3 clusters Score -381472.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -381514.125000 Penalty: 4102.941406
	Iteration 13Q: 3 clusters Score -381514.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -381536.125000 Penalty: 4102.941406
	Iteration 14Q: 3 clusters Score -381536.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -381550.750000 Penalty: 4102.941406
	Iteration 15Q: 3 clusters Score -381550.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -381556.656250 Penalty: 4102.941406
	Iteration 16Q: 3 clusters Score -381556.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -381559.906250 Penalty: 4102.941406
	Iteration 17Q: 3 clusters Score -381559.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -381561.000000 Penalty: 4102.941406
	Iteration 18Q: 3 clusters Score -381561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -381563.000000 Penalty: 4102.941406
	Iteration 19Q: 3 clusters Score -381563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -381563.375000 Penalty: 4102.941406
	Iteration 20F: 3 clusters Score -381563.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (223112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223112 members 
Entering Unmasked Estep 
Score: -27816092.000000 Penalty: 3054.226318
	Iteration 0F: 2 clusters Score -2.781609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110924 members 
Mstep: Class 2 contains 112188 members 
Entering Unmasked Estep 
Score: -27675276.000000 Penalty: 6108.452637
	Iteration 0F: 3 clusters Score -2.767528e+07 nChanged 107284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99966 members 
Mstep: Class 2 contains 123146 members 
Entering Unmasked Estep 
Score: -27740000.000000 Penalty: 6108.452637
	Iteration 1F: 3 clusters Score -2.774e+07 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92541 members 
Mstep: Class 2 contains 130571 members 
Entering Unmasked Estep 
Score: -27744008.000000 Penalty: 6108.452637
	Iteration 2Q: 3 clusters Score -2.774401e+07 nChanged 13122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 141569 members 
Entering Unmasked Estep 
Score: -27751036.000000 Penalty: 6108.452637
	Iteration 3F: 3 clusters Score -2.775104e+07 nChanged 16817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66622 members 
Mstep: Class 2 contains 156490 members 
Entering Unmasked Estep 
Score: -27763042.000000 Penalty: 6108.452637
	Iteration 4F: 3 clusters Score -2.776304e+07 nChanged 18958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 174034 members 
Entering Unmasked Estep 
Score: -27778318.000000 Penalty: 6108.452637
	Iteration 5F: 3 clusters Score -2.777832e+07 nChanged 16918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 189856 members 
Entering Unmasked Estep 
Score: -27793062.000000 Penalty: 6108.452637
	Iteration 6F: 3 clusters Score -2.779306e+07 nChanged 11395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 200195 members 
Entering Unmasked Estep 
Score: -27804322.000000 Penalty: 6108.452637
	Iteration 7F: 3 clusters Score -2.780432e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 204691 members 
Entering Unmasked Estep 
Score: -27810488.000000 Penalty: 6108.452637
	Iteration 8Q: 3 clusters Score -2.781049e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 206407 members 
Entering Unmasked Estep 
Score: -27812786.000000 Penalty: 6108.452637
	Iteration 9Q: 3 clusters Score -2.781279e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 207492 members 
Entering Unmasked Estep 
Score: -27813458.000000 Penalty: 6108.452637
	Iteration 10Q: 3 clusters Score -2.781346e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 208428 members 
Entering Unmasked Estep 
Score: -27813948.000000 Penalty: 6108.452637
	Iteration 11Q: 3 clusters Score -2.781395e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 209303 members 
Entering Unmasked Estep 
Score: -27814012.000000 Penalty: 6108.452637
	Iteration 12Q: 3 clusters Score -2.781401e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 210032 members 
Entering Unmasked Estep 
Score: -27814102.000000 Penalty: 6108.452637
	Iteration 13Q: 3 clusters Score -2.78141e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 210700 members 
Entering Unmasked Estep 
Score: -27814222.000000 Penalty: 6108.452637
	Iteration 14Q: 3 clusters Score -2.781422e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 211280 members 
Entering Unmasked Estep 
Score: -27814370.000000 Penalty: 6108.452637
	Iteration 15Q: 3 clusters Score -2.781437e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 211816 members 
Entering Unmasked Estep 
Score: -27814462.000000 Penalty: 6108.452637
	Iteration 16Q: 3 clusters Score -2.781446e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 212292 members 
Entering Unmasked Estep 
Score: -27814498.000000 Penalty: 6108.452637
	Iteration 17Q: 3 clusters Score -2.78145e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 212745 members 
Entering Unmasked Estep 
Score: -27814584.000000 Penalty: 6108.452637
	Iteration 18Q: 3 clusters Score -2.781458e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 213210 members 
Entering Unmasked Estep 
Score: -27814670.000000 Penalty: 6108.452637
	Iteration 19Q: 3 clusters Score -2.781467e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 213619 members 
Entering Unmasked Estep 
Score: -27814640.000000 Penalty: 6108.452637
	Iteration 20F: 3 clusters Score -2.781464e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 213996 members 
Entering Unmasked Estep 
Score: -27814674.000000 Penalty: 6108.452637
	Iteration 21Q: 3 clusters Score -2.781467e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 214343 members 
Entering Unmasked Estep 
Score: -27814730.000000 Penalty: 6108.452637
	Iteration 22Q: 3 clusters Score -2.781473e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 214645 members 
Entering Unmasked Estep 
Score: -27814730.000000 Penalty: 6108.452637
	Iteration 23Q: 3 clusters Score -2.781473e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 214935 members 
Entering Unmasked Estep 
Score: -27814802.000000 Penalty: 6108.452637
	Iteration 24Q: 3 clusters Score -2.78148e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 215225 members 
Entering Unmasked Estep 
Score: -27814808.000000 Penalty: 6108.452637
	Iteration 25Q: 3 clusters Score -2.781481e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 215476 members 
Entering Unmasked Estep 
Score: -27814818.000000 Penalty: 6108.452637
	Iteration 26Q: 3 clusters Score -2.781482e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 215705 members 
Entering Unmasked Estep 
Score: -27814902.000000 Penalty: 6108.452637
	Iteration 27Q: 3 clusters Score -2.78149e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 215905 members 
Entering Unmasked Estep 
Score: -27814880.000000 Penalty: 6108.452637
	Iteration 28Q: 3 clusters Score -2.781488e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 216075 members 
Entering Unmasked Estep 
Score: -27814822.000000 Penalty: 6108.452637
	Iteration 29Q: 3 clusters Score -2.781482e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 216233 members 
Entering Unmasked Estep 
Score: -27814902.000000 Penalty: 6108.452637
	Iteration 30Q: 3 clusters Score -2.78149e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 216388 members 
Entering Unmasked Estep 
Score: -27814914.000000 Penalty: 6108.452637
	Iteration 31Q: 3 clusters Score -2.781491e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 216531 members 
Entering Unmasked Estep 
Score: -27814900.000000 Penalty: 6108.452637
	Iteration 32Q: 3 clusters Score -2.78149e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 216664 members 
Entering Unmasked Estep 
Score: -27814916.000000 Penalty: 6108.452637
	Iteration 33Q: 3 clusters Score -2.781492e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 216777 members 
Entering Unmasked Estep 
Score: -27814904.000000 Penalty: 6108.452637
	Iteration 34Q: 3 clusters Score -2.78149e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 216889 members 
Entering Unmasked Estep 
Score: -27814912.000000 Penalty: 6108.452637
	Iteration 35Q: 3 clusters Score -2.781491e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 216995 members 
Entering Unmasked Estep 
Score: -27814952.000000 Penalty: 6108.452637
	Iteration 36Q: 3 clusters Score -2.781495e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 217093 members 
Entering Unmasked Estep 
Score: -27814958.000000 Penalty: 6108.452637
	Iteration 37Q: 3 clusters Score -2.781496e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 217167 members 
Entering Unmasked Estep 
Score: -27814950.000000 Penalty: 6108.452637
	Iteration 38Q: 3 clusters Score -2.781495e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 217249 members 
Entering Unmasked Estep 
Score: -27814924.000000 Penalty: 6108.452637
	Iteration 39Q: 3 clusters Score -2.781492e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 217314 members 
Entering Unmasked Estep 
Score: -27814936.000000 Penalty: 6108.452637
	Iteration 40F: 3 clusters Score -2.781494e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 217381 members 
Entering Unmasked Estep 
Score: -27814936.000000 Penalty: 6108.452637
	Iteration 41Q: 3 clusters Score -2.781494e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 217448 members 
Entering Unmasked Estep 
Score: -27814918.000000 Penalty: 6108.452637
	Iteration 42Q: 3 clusters Score -2.781492e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 217523 members 
Entering Unmasked Estep 
Score: -27814952.000000 Penalty: 6108.452637
	Iteration 43Q: 3 clusters Score -2.781495e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 217598 members 
Entering Unmasked Estep 
Score: -27814930.000000 Penalty: 6108.452637
	Iteration 44Q: 3 clusters Score -2.781493e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 217651 members 
Entering Unmasked Estep 
Score: -27814906.000000 Penalty: 6108.452637
	Iteration 45Q: 3 clusters Score -2.781491e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 217693 members 
Entering Unmasked Estep 
Score: -27814932.000000 Penalty: 6108.452637
	Iteration 46Q: 3 clusters Score -2.781493e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 217743 members 
Entering Unmasked Estep 
Score: -27814932.000000 Penalty: 6108.452637
	Iteration 47Q: 3 clusters Score -2.781493e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 217789 members 
Entering Unmasked Estep 
Score: -27814926.000000 Penalty: 6108.452637
	Iteration 48Q: 3 clusters Score -2.781493e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 217821 members 
Entering Unmasked Estep 
Score: -27814902.000000 Penalty: 6108.452637
	Iteration 49Q: 3 clusters Score -2.78149e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 217845 members 
Entering Unmasked Estep 
Score: -27814892.000000 Penalty: 6108.452637
	Iteration 50Q: 3 clusters Score -2.781489e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 217866 members 
Entering Unmasked Estep 
Score: -27814900.000000 Penalty: 6108.452637
	Iteration 51Q: 3 clusters Score -2.78149e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 217887 members 
Entering Unmasked Estep 
Score: -27814930.000000 Penalty: 6108.452637
	Iteration 52Q: 3 clusters Score -2.781493e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 217905 members 
Entering Unmasked Estep 
Score: -27814942.000000 Penalty: 6108.452637
	Iteration 53Q: 3 clusters Score -2.781494e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 217924 members 
Entering Unmasked Estep 
Score: -27814942.000000 Penalty: 6108.452637
	Iteration 54Q: 3 clusters Score -2.781494e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 217944 members 
Entering Unmasked Estep 
Score: -27814898.000000 Penalty: 6108.452637
	Iteration 55Q: 3 clusters Score -2.78149e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 217961 members 
Entering Unmasked Estep 
Score: -27814910.000000 Penalty: 6108.452637
	Iteration 56Q: 3 clusters Score -2.781491e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 217979 members 
Entering Unmasked Estep 
Score: -27814886.000000 Penalty: 6108.452637
	Iteration 57Q: 3 clusters Score -2.781489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 217991 members 
Entering Unmasked Estep 
Score: -27814882.000000 Penalty: 6108.452637
	Iteration 58Q: 3 clusters Score -2.781488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 217997 members 
Entering Unmasked Estep 
Score: -27814878.000000 Penalty: 6108.452637
	Iteration 59Q: 3 clusters Score -2.781488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 218003 members 
Entering Unmasked Estep 
Score: -27814892.000000 Penalty: 6108.452637
	Iteration 60F: 3 clusters Score -2.781489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 218006 members 
Entering Unmasked Estep 
Score: -27814908.000000 Penalty: 6108.452637
	Iteration 61Q: 3 clusters Score -2.781491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 218010 members 
Entering Unmasked Estep 
Score: -27814910.000000 Penalty: 6108.452637
	Iteration 62Q: 3 clusters Score -2.781491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 218017 members 
Entering Unmasked Estep 
Score: -27814894.000000 Penalty: 6108.452637
	Iteration 63Q: 3 clusters Score -2.781489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 218023 members 
Entering Unmasked Estep 
Score: -27814906.000000 Penalty: 6108.452637
	Iteration 64Q: 3 clusters Score -2.781491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 218024 members 
Entering Unmasked Estep 
Score: -27814892.000000 Penalty: 6108.452637
	Iteration 65Q: 3 clusters Score -2.781489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 218029 members 
Entering Unmasked Estep 
Score: -27814906.000000 Penalty: 6108.452637
	Iteration 66Q: 3 clusters Score -2.781491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 218031 members 
Entering Unmasked Estep 
Score: -27814898.000000 Penalty: 6108.452637
	Iteration 67Q: 3 clusters Score -2.78149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 218031 members 
Entering Unmasked Estep 
Score: -27814898.000000 Penalty: 6108.452637
	Iteration 68F: 3 clusters Score -2.78149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Entering Unmasked Estep 
Score: -2694405.000000 Penalty: 2474.034912
	Iteration 0F: 2 clusters Score -2694405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2679376.000000 Penalty: 4948.069824
	Iteration 0F: 3 clusters Score -2679376 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2684400.750000 Penalty: 4948.069824
	Iteration 1F: 3 clusters Score -2684401 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2684824.500000 Penalty: 4948.069824
	Iteration 2F: 3 clusters Score -2684824 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2685232.750000 Penalty: 4948.069824
	Iteration 3Q: 3 clusters Score -2685233 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2685602.750000 Penalty: 4948.069824
	Iteration 4Q: 3 clusters Score -2685603 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2685995.500000 Penalty: 4948.069824
	Iteration 5Q: 3 clusters Score -2685996 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2686406.500000 Penalty: 4948.069824
	Iteration 6Q: 3 clusters Score -2686406 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2686818.750000 Penalty: 4948.069824
	Iteration 7Q: 3 clusters Score -2686819 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2687270.000000 Penalty: 4948.069824
	Iteration 8Q: 3 clusters Score -2687270 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2687853.750000 Penalty: 4948.069824
	Iteration 9Q: 3 clusters Score -2687854 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2688525.000000 Penalty: 4948.069824
	Iteration 10F: 3 clusters Score -2688525 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2689199.750000 Penalty: 4948.069824
	Iteration 11Q: 3 clusters Score -2689200 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2689768.500000 Penalty: 4948.069824
	Iteration 12Q: 3 clusters Score -2689768 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2690143.750000 Penalty: 4948.069824
	Iteration 13Q: 3 clusters Score -2690144 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2690370.250000 Penalty: 4948.069824
	Iteration 14Q: 3 clusters Score -2690370 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2690555.500000 Penalty: 4948.069824
	Iteration 15Q: 3 clusters Score -2690556 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2690690.000000 Penalty: 4948.069824
	Iteration 16Q: 3 clusters Score -2690690 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2690832.250000 Penalty: 4948.069824
	Iteration 17Q: 3 clusters Score -2690832 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2690960.250000 Penalty: 4948.069824
	Iteration 18Q: 3 clusters Score -2690960 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2691055.250000 Penalty: 4948.069824
	Iteration 19Q: 3 clusters Score -2691055 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2691153.250000 Penalty: 4948.069824
	Iteration 20F: 3 clusters Score -2691153 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2691227.500000 Penalty: 4948.069824
	Iteration 21Q: 3 clusters Score -2691228 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2691309.250000 Penalty: 4948.069824
	Iteration 22Q: 3 clusters Score -2691309 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2691389.250000 Penalty: 4948.069824
	Iteration 23Q: 3 clusters Score -2691389 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2691472.250000 Penalty: 4948.069824
	Iteration 24Q: 3 clusters Score -2691472 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2691566.500000 Penalty: 4948.069824
	Iteration 25Q: 3 clusters Score -2691566 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2691652.750000 Penalty: 4948.069824
	Iteration 26Q: 3 clusters Score -2691653 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2691721.500000 Penalty: 4948.069824
	Iteration 27Q: 3 clusters Score -2691722 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2691808.500000 Penalty: 4948.069824
	Iteration 28Q: 3 clusters Score -2691808 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2691881.250000 Penalty: 4948.069824
	Iteration 29Q: 3 clusters Score -2691881 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2691938.750000 Penalty: 4948.069824
	Iteration 30Q: 3 clusters Score -2691939 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2691995.000000 Penalty: 4948.069824
	Iteration 31Q: 3 clusters Score -2691995 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2692040.750000 Penalty: 4948.069824
	Iteration 32Q: 3 clusters Score -2692041 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2692087.250000 Penalty: 4948.069824
	Iteration 33Q: 3 clusters Score -2692087 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2692123.000000 Penalty: 4948.069824
	Iteration 34Q: 3 clusters Score -2692123 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2692153.750000 Penalty: 4948.069824
	Iteration 35Q: 3 clusters Score -2692154 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2692179.500000 Penalty: 4948.069824
	Iteration 36Q: 3 clusters Score -2692180 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2692212.250000 Penalty: 4948.069824
	Iteration 37Q: 3 clusters Score -2692212 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2692241.250000 Penalty: 4948.069824
	Iteration 38Q: 3 clusters Score -2692241 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2692260.250000 Penalty: 4948.069824
	Iteration 39Q: 3 clusters Score -2692260 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2692283.000000 Penalty: 4948.069824
	Iteration 40F: 3 clusters Score -2692283 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2692312.750000 Penalty: 4948.069824
	Iteration 41Q: 3 clusters Score -2692313 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2692324.750000 Penalty: 4948.069824
	Iteration 42Q: 3 clusters Score -2692325 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2692345.750000 Penalty: 4948.069824
	Iteration 43Q: 3 clusters Score -2692346 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2692359.250000 Penalty: 4948.069824
	Iteration 44Q: 3 clusters Score -2692359 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2692375.250000 Penalty: 4948.069824
	Iteration 45Q: 3 clusters Score -2692375 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2692387.250000 Penalty: 4948.069824
	Iteration 46Q: 3 clusters Score -2692387 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2692398.250000 Penalty: 4948.069824
	Iteration 47Q: 3 clusters Score -2692398 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2692409.750000 Penalty: 4948.069824
	Iteration 48Q: 3 clusters Score -2692410 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2692429.250000 Penalty: 4948.069824
	Iteration 49Q: 3 clusters Score -2692429 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2692451.500000 Penalty: 4948.069824
	Iteration 50Q: 3 clusters Score -2692452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2692459.000000 Penalty: 4948.069824
	Iteration 51Q: 3 clusters Score -2692459 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2692473.500000 Penalty: 4948.069824
	Iteration 52Q: 3 clusters Score -2692474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2692485.750000 Penalty: 4948.069824
	Iteration 53Q: 3 clusters Score -2692486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2692499.250000 Penalty: 4948.069824
	Iteration 54Q: 3 clusters Score -2692499 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2692519.500000 Penalty: 4948.069824
	Iteration 55Q: 3 clusters Score -2692520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2692527.500000 Penalty: 4948.069824
	Iteration 56Q: 3 clusters Score -2692528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2692523.250000 Penalty: 4948.069824
	Iteration 57Q: 3 clusters Score -2692523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2692536.500000 Penalty: 4948.069824
	Iteration 58Q: 3 clusters Score -2692536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2692545.000000 Penalty: 4948.069824
	Iteration 59Q: 3 clusters Score -2692545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2692553.000000 Penalty: 4948.069824
	Iteration 60F: 3 clusters Score -2692553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2692554.750000 Penalty: 4948.069824
	Iteration 61Q: 3 clusters Score -2692555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2692563.750000 Penalty: 4948.069824
	Iteration 62Q: 3 clusters Score -2692564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2692567.000000 Penalty: 4948.069824
	Iteration 63Q: 3 clusters Score -2692567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2692566.500000 Penalty: 4948.069824
	Iteration 64Q: 3 clusters Score -2692566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2692569.000000 Penalty: 4948.069824
	Iteration 65Q: 3 clusters Score -2692569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2692567.500000 Penalty: 4948.069824
	Iteration 66Q: 3 clusters Score -2692568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2692568.500000 Penalty: 4948.069824
	Iteration 67Q: 3 clusters Score -2692568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2692568.750000 Penalty: 4948.069824
	Iteration 68Q: 3 clusters Score -2692569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2692569.250000 Penalty: 4948.069824
	Iteration 69Q: 3 clusters Score -2692569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2692570.750000 Penalty: 4948.069824
	Iteration 70Q: 3 clusters Score -2692571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2692568.250000 Penalty: 4948.069824
	Iteration 71Q: 3 clusters Score -2692568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2692566.750000 Penalty: 4948.069824
	Iteration 72Q: 3 clusters Score -2692567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2692566.750000 Penalty: 4948.069824
	Iteration 73F: 3 clusters Score -2692567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Entering Unmasked Estep 
Score: -278403.562500 Penalty: 1950.566650
	Iteration 0F: 2 clusters Score -278403.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -275426.812500 Penalty: 3901.133301
	Iteration 0F: 3 clusters Score -275426.8 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -276017.562500 Penalty: 3901.133301
	Iteration 1F: 3 clusters Score -276017.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -276172.437500 Penalty: 3901.133301
	Iteration 2F: 3 clusters Score -276172.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -276251.125000 Penalty: 3901.133301
	Iteration 3Q: 3 clusters Score -276251.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -276287.281250 Penalty: 3901.133301
	Iteration 4Q: 3 clusters Score -276287.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -276316.062500 Penalty: 3901.133301
	Iteration 5Q: 3 clusters Score -276316.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -276338.687500 Penalty: 3901.133301
	Iteration 6Q: 3 clusters Score -276338.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -276359.031250 Penalty: 3901.133301
	Iteration 7Q: 3 clusters Score -276359 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -276379.343750 Penalty: 3901.133301
	Iteration 8Q: 3 clusters Score -276379.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -276406.968750 Penalty: 3901.133301
	Iteration 9Q: 3 clusters Score -276407 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -276444.312500 Penalty: 3901.133301
	Iteration 10Q: 3 clusters Score -276444.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -276515.437500 Penalty: 3901.133301
	Iteration 11Q: 3 clusters Score -276515.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -276598.343750 Penalty: 3901.133301
	Iteration 12Q: 3 clusters Score -276598.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -276654.718750 Penalty: 3901.133301
	Iteration 13Q: 3 clusters Score -276654.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -276701.468750 Penalty: 3901.133301
	Iteration 14Q: 3 clusters Score -276701.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -276776.125000 Penalty: 3901.133301
	Iteration 15Q: 3 clusters Score -276776.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -276853.312500 Penalty: 3901.133301
	Iteration 16Q: 3 clusters Score -276853.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -276901.906250 Penalty: 3901.133301
	Iteration 17Q: 3 clusters Score -276901.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -276936.843750 Penalty: 3901.133301
	Iteration 18Q: 3 clusters Score -276936.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -276963.375000 Penalty: 3901.133301
	Iteration 19Q: 3 clusters Score -276963.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -276995.156250 Penalty: 3901.133301
	Iteration 20F: 3 clusters Score -276995.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -277016.375000 Penalty: 3901.133301
	Iteration 21Q: 3 clusters Score -277016.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -277033.187500 Penalty: 3901.133301
	Iteration 22Q: 3 clusters Score -277033.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -277050.875000 Penalty: 3901.133301
	Iteration 23Q: 3 clusters Score -277050.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -277065.781250 Penalty: 3901.133301
	Iteration 24Q: 3 clusters Score -277065.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -277071.937500 Penalty: 3901.133301
	Iteration 25Q: 3 clusters Score -277071.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -277078.156250 Penalty: 3901.133301
	Iteration 26Q: 3 clusters Score -277078.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -277082.843750 Penalty: 3901.133301
	Iteration 27Q: 3 clusters Score -277082.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -277086.031250 Penalty: 3901.133301
	Iteration 28Q: 3 clusters Score -277086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -277089.937500 Penalty: 3901.133301
	Iteration 29Q: 3 clusters Score -277089.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -277092.906250 Penalty: 3901.133301
	Iteration 30Q: 3 clusters Score -277092.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -277097.343750 Penalty: 3901.133301
	Iteration 31Q: 3 clusters Score -277097.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -277102.500000 Penalty: 3901.133301
	Iteration 32Q: 3 clusters Score -277102.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -277102.812500 Penalty: 3901.133301
	Iteration 33Q: 3 clusters Score -277102.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -277103.906250 Penalty: 3901.133301
	Iteration 34Q: 3 clusters Score -277103.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -277106.031250 Penalty: 3901.133301
	Iteration 35Q: 3 clusters Score -277106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -277106.562500 Penalty: 3901.133301
	Iteration 36Q: 3 clusters Score -277106.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -277106.562500 Penalty: 3901.133301
	Iteration 37F: 3 clusters Score -277106.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Entering Unmasked Estep 
Score: -784099.125000 Penalty: 2183.361084
	Iteration 0F: 2 clusters Score -784099.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -778512.437500 Penalty: 4366.722168
	Iteration 0F: 3 clusters Score -778512.4 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -780270.312500 Penalty: 4366.722168
	Iteration 1F: 3 clusters Score -780270.3 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -780815.687500 Penalty: 4366.722168
	Iteration 2F: 3 clusters Score -780815.7 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -781249.125000 Penalty: 4366.722168
	Iteration 3F: 3 clusters Score -781249.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -781648.500000 Penalty: 4366.722168
	Iteration 4F: 3 clusters Score -781648.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -781993.062500 Penalty: 4366.722168
	Iteration 5F: 3 clusters Score -781993.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -782223.375000 Penalty: 4366.722168
	Iteration 6F: 3 clusters Score -782223.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -782390.187500 Penalty: 4366.722168
	Iteration 7Q: 3 clusters Score -782390.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -782488.937500 Penalty: 4366.722168
	Iteration 8Q: 3 clusters Score -782488.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -782537.875000 Penalty: 4366.722168
	Iteration 9Q: 3 clusters Score -782537.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -782572.437500 Penalty: 4366.722168
	Iteration 10Q: 3 clusters Score -782572.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -782599.562500 Penalty: 4366.722168
	Iteration 11Q: 3 clusters Score -782599.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -782620.812500 Penalty: 4366.722168
	Iteration 12Q: 3 clusters Score -782620.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -782642.125000 Penalty: 4366.722168
	Iteration 13Q: 3 clusters Score -782642.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -782654.250000 Penalty: 4366.722168
	Iteration 14Q: 3 clusters Score -782654.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -782661.437500 Penalty: 4366.722168
	Iteration 15Q: 3 clusters Score -782661.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -782669.187500 Penalty: 4366.722168
	Iteration 16Q: 3 clusters Score -782669.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -782678.250000 Penalty: 4366.722168
	Iteration 17Q: 3 clusters Score -782678.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -782683.812500 Penalty: 4366.722168
	Iteration 18Q: 3 clusters Score -782683.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -782693.000000 Penalty: 4366.722168
	Iteration 19Q: 3 clusters Score -782693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -782701.437500 Penalty: 4366.722168
	Iteration 20F: 3 clusters Score -782701.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -782705.500000 Penalty: 4366.722168
	Iteration 21Q: 3 clusters Score -782705.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -782710.375000 Penalty: 4366.722168
	Iteration 22Q: 3 clusters Score -782710.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -782715.750000 Penalty: 4366.722168
	Iteration 23Q: 3 clusters Score -782715.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -782719.875000 Penalty: 4366.722168
	Iteration 24Q: 3 clusters Score -782719.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -782724.375000 Penalty: 4366.722168
	Iteration 25Q: 3 clusters Score -782724.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -782727.375000 Penalty: 4366.722168
	Iteration 26Q: 3 clusters Score -782727.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -782732.500000 Penalty: 4366.722168
	Iteration 27Q: 3 clusters Score -782732.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -782735.000000 Penalty: 4366.722168
	Iteration 28Q: 3 clusters Score -782735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -782734.000000 Penalty: 4366.722168
	Iteration 29Q: 3 clusters Score -782734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -782734.500000 Penalty: 4366.722168
	Iteration 30Q: 3 clusters Score -782734.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -782736.750000 Penalty: 4366.722168
	Iteration 31Q: 3 clusters Score -782736.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -782737.125000 Penalty: 4366.722168
	Iteration 32Q: 3 clusters Score -782737.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -782738.250000 Penalty: 4366.722168
	Iteration 33Q: 3 clusters Score -782738.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -782738.000000 Penalty: 4366.722168
	Iteration 34Q: 3 clusters Score -782738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -782738.812500 Penalty: 4366.722168
	Iteration 35Q: 3 clusters Score -782738.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -782738.812500 Penalty: 4366.722168
	Iteration 36F: 3 clusters Score -782738.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (40196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Entering Unmasked Estep 
Score: -4884380.500000 Penalty: 2629.177490
	Iteration 0F: 2 clusters Score -4884380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -4857036.500000 Penalty: 5258.354980
	Iteration 0F: 3 clusters Score -4857036 nChanged 18432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -4867539.500000 Penalty: 5258.354980
	Iteration 1F: 3 clusters Score -4867540 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -4868298.000000 Penalty: 5258.354980
	Iteration 2Q: 3 clusters Score -4868298 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -4869184.000000 Penalty: 5258.354980
	Iteration 3Q: 3 clusters Score -4869184 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -4870200.500000 Penalty: 5258.354980
	Iteration 4Q: 3 clusters Score -4870200 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -4871400.000000 Penalty: 5258.354980
	Iteration 5F: 3 clusters Score -4871400 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -4872674.500000 Penalty: 5258.354980
	Iteration 6F: 3 clusters Score -4872674 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -4873828.000000 Penalty: 5258.354980
	Iteration 7F: 3 clusters Score -4873828 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -4874859.500000 Penalty: 5258.354980
	Iteration 8Q: 3 clusters Score -4874860 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -4875690.500000 Penalty: 5258.354980
	Iteration 9Q: 3 clusters Score -4875690 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -4876405.000000 Penalty: 5258.354980
	Iteration 10Q: 3 clusters Score -4876405 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -4876940.500000 Penalty: 5258.354980
	Iteration 11Q: 3 clusters Score -4876940 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -4877422.000000 Penalty: 5258.354980
	Iteration 12Q: 3 clusters Score -4877422 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -4877773.500000 Penalty: 5258.354980
	Iteration 13Q: 3 clusters Score -4877774 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -4878109.500000 Penalty: 5258.354980
	Iteration 14Q: 3 clusters Score -4878110 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -4878372.500000 Penalty: 5258.354980
	Iteration 15Q: 3 clusters Score -4878372 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -4878599.500000 Penalty: 5258.354980
	Iteration 16Q: 3 clusters Score -4878600 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -4878824.500000 Penalty: 5258.354980
	Iteration 17Q: 3 clusters Score -4878824 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -4878995.000000 Penalty: 5258.354980
	Iteration 18Q: 3 clusters Score -4878995 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -4879199.500000 Penalty: 5258.354980
	Iteration 19Q: 3 clusters Score -4879200 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -4879372.500000 Penalty: 5258.354980
	Iteration 20F: 3 clusters Score -4879372 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -4879609.500000 Penalty: 5258.354980
	Iteration 21Q: 3 clusters Score -4879610 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -4879809.000000 Penalty: 5258.354980
	Iteration 22Q: 3 clusters Score -4879809 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -4880016.500000 Penalty: 5258.354980
	Iteration 23Q: 3 clusters Score -4880016 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -4880242.000000 Penalty: 5258.354980
	Iteration 24Q: 3 clusters Score -4880242 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -4880504.500000 Penalty: 5258.354980
	Iteration 25Q: 3 clusters Score -4880504 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -4880706.500000 Penalty: 5258.354980
	Iteration 26Q: 3 clusters Score -4880706 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -4880921.000000 Penalty: 5258.354980
	Iteration 27Q: 3 clusters Score -4880921 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -4881134.500000 Penalty: 5258.354980
	Iteration 28Q: 3 clusters Score -4881134 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -4881282.500000 Penalty: 5258.354980
	Iteration 29Q: 3 clusters Score -4881282 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -4881435.500000 Penalty: 5258.354980
	Iteration 30Q: 3 clusters Score -4881436 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -4881548.000000 Penalty: 5258.354980
	Iteration 31Q: 3 clusters Score -4881548 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -4881627.500000 Penalty: 5258.354980
	Iteration 32Q: 3 clusters Score -4881628 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -4881671.000000 Penalty: 5258.354980
	Iteration 33Q: 3 clusters Score -4881671 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -4881723.000000 Penalty: 5258.354980
	Iteration 34Q: 3 clusters Score -4881723 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -4881773.000000 Penalty: 5258.354980
	Iteration 35Q: 3 clusters Score -4881773 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -4881812.500000 Penalty: 5258.354980
	Iteration 36Q: 3 clusters Score -4881812 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -4881841.500000 Penalty: 5258.354980
	Iteration 37Q: 3 clusters Score -4881842 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -4881879.000000 Penalty: 5258.354980
	Iteration 38Q: 3 clusters Score -4881879 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -4881904.500000 Penalty: 5258.354980
	Iteration 39Q: 3 clusters Score -4881904 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -4881931.500000 Penalty: 5258.354980
	Iteration 40F: 3 clusters Score -4881932 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -4881957.500000 Penalty: 5258.354980
	Iteration 41Q: 3 clusters Score -4881958 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -4881971.000000 Penalty: 5258.354980
	Iteration 42Q: 3 clusters Score -4881971 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -4881987.500000 Penalty: 5258.354980
	Iteration 43Q: 3 clusters Score -4881988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -4882015.500000 Penalty: 5258.354980
	Iteration 44Q: 3 clusters Score -4882016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -4882033.000000 Penalty: 5258.354980
	Iteration 45Q: 3 clusters Score -4882033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -4882044.000000 Penalty: 5258.354980
	Iteration 46Q: 3 clusters Score -4882044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -4882064.000000 Penalty: 5258.354980
	Iteration 47Q: 3 clusters Score -4882064 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -4882087.000000 Penalty: 5258.354980
	Iteration 48Q: 3 clusters Score -4882087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -4882092.500000 Penalty: 5258.354980
	Iteration 49Q: 3 clusters Score -4882092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -4882098.000000 Penalty: 5258.354980
	Iteration 50Q: 3 clusters Score -4882098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -4882112.500000 Penalty: 5258.354980
	Iteration 51Q: 3 clusters Score -4882112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -4882121.000000 Penalty: 5258.354980
	Iteration 52Q: 3 clusters Score -4882121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -4882126.500000 Penalty: 5258.354980
	Iteration 53Q: 3 clusters Score -4882126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -4882134.500000 Penalty: 5258.354980
	Iteration 54Q: 3 clusters Score -4882134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -4882138.000000 Penalty: 5258.354980
	Iteration 55Q: 3 clusters Score -4882138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -4882136.000000 Penalty: 5258.354980
	Iteration 56Q: 3 clusters Score -4882136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -4882136.000000 Penalty: 5258.354980
	Iteration 57Q: 3 clusters Score -4882136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -4882134.000000 Penalty: 5258.354980
	Iteration 58Q: 3 clusters Score -4882134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -4882142.500000 Penalty: 5258.354980
	Iteration 59Q: 3 clusters Score -4882142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -4882142.000000 Penalty: 5258.354980
	Iteration 60F: 3 clusters Score -4882142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -4882146.500000 Penalty: 5258.354980
	Iteration 61Q: 3 clusters Score -4882146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -4882150.500000 Penalty: 5258.354980
	Iteration 62Q: 3 clusters Score -4882150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -4882148.500000 Penalty: 5258.354980
	Iteration 63Q: 3 clusters Score -4882148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -4882155.000000 Penalty: 5258.354980
	Iteration 64Q: 3 clusters Score -4882155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -4882160.500000 Penalty: 5258.354980
	Iteration 65Q: 3 clusters Score -4882160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -4882160.500000 Penalty: 5258.354980
	Iteration 66Q: 3 clusters Score -4882160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -4882166.500000 Penalty: 5258.354980
	Iteration 67Q: 3 clusters Score -4882166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -4882163.000000 Penalty: 5258.354980
	Iteration 68Q: 3 clusters Score -4882163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -4882165.500000 Penalty: 5258.354980
	Iteration 69Q: 3 clusters Score -4882166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -4882166.000000 Penalty: 5258.354980
	Iteration 70Q: 3 clusters Score -4882166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -4882166.000000 Penalty: 5258.354980
	Iteration 71F: 3 clusters Score -4882166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (240519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240519 members 
Entering Unmasked Estep 
Score: -30006638.000000 Penalty: 3072.857422
	Iteration 0F: 2 clusters Score -3.000664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120176 members 
Mstep: Class 2 contains 120343 members 
Entering Unmasked Estep 
Score: -29852430.000000 Penalty: 6145.714844
	Iteration 0F: 3 clusters Score -2.985243e+07 nChanged 115846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121022 members 
Mstep: Class 2 contains 119497 members 
Entering Unmasked Estep 
Score: -29920916.000000 Penalty: 6145.714844
	Iteration 1F: 3 clusters Score -2.992092e+07 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121659 members 
Mstep: Class 2 contains 118860 members 
Entering Unmasked Estep 
Score: -29922614.000000 Penalty: 6145.714844
	Iteration 2Q: 3 clusters Score -2.992261e+07 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122840 members 
Mstep: Class 2 contains 117679 members 
Entering Unmasked Estep 
Score: -29925024.000000 Penalty: 6145.714844
	Iteration 3Q: 3 clusters Score -2.992502e+07 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124623 members 
Mstep: Class 2 contains 115896 members 
Entering Unmasked Estep 
Score: -29929044.000000 Penalty: 6145.714844
	Iteration 4Q: 3 clusters Score -2.992904e+07 nChanged 11517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127080 members 
Mstep: Class 2 contains 113439 members 
Entering Unmasked Estep 
Score: -29934214.000000 Penalty: 6145.714844
	Iteration 5Q: 3 clusters Score -2.993421e+07 nChanged 13002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130086 members 
Mstep: Class 2 contains 110433 members 
Entering Unmasked Estep 
Score: -29940944.000000 Penalty: 6145.714844
	Iteration 6F: 3 clusters Score -2.994094e+07 nChanged 14012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133342 members 
Mstep: Class 2 contains 107177 members 
Entering Unmasked Estep 
Score: -29948074.000000 Penalty: 6145.714844
	Iteration 7F: 3 clusters Score -2.994807e+07 nChanged 13684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136380 members 
Mstep: Class 2 contains 104139 members 
Entering Unmasked Estep 
Score: -29955680.000000 Penalty: 6145.714844
	Iteration 8F: 3 clusters Score -2.995568e+07 nChanged 12757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138857 members 
Mstep: Class 2 contains 101662 members 
Entering Unmasked Estep 
Score: -29962974.000000 Penalty: 6145.714844
	Iteration 9F: 3 clusters Score -2.996297e+07 nChanged 11401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141032 members 
Mstep: Class 2 contains 99487 members 
Entering Unmasked Estep 
Score: -29969690.000000 Penalty: 6145.714844
	Iteration 10Q: 3 clusters Score -2.996969e+07 nChanged 9371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143117 members 
Mstep: Class 2 contains 97402 members 
Entering Unmasked Estep 
Score: -29974134.000000 Penalty: 6145.714844
	Iteration 11Q: 3 clusters Score -2.997413e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145417 members 
Mstep: Class 2 contains 95102 members 
Entering Unmasked Estep 
Score: -29976532.000000 Penalty: 6145.714844
	Iteration 12Q: 3 clusters Score -2.997653e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148017 members 
Mstep: Class 2 contains 92502 members 
Entering Unmasked Estep 
Score: -29977602.000000 Penalty: 6145.714844
	Iteration 13Q: 3 clusters Score -2.99776e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150899 members 
Mstep: Class 2 contains 89620 members 
Entering Unmasked Estep 
Score: -29978434.000000 Penalty: 6145.714844
	Iteration 14Q: 3 clusters Score -2.997843e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154082 members 
Mstep: Class 2 contains 86437 members 
Entering Unmasked Estep 
Score: -29979424.000000 Penalty: 6145.714844
	Iteration 15Q: 3 clusters Score -2.997942e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157689 members 
Mstep: Class 2 contains 82830 members 
Entering Unmasked Estep 
Score: -29980540.000000 Penalty: 6145.714844
	Iteration 16Q: 3 clusters Score -2.998054e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161719 members 
Mstep: Class 2 contains 78800 members 
Entering Unmasked Estep 
Score: -29981872.000000 Penalty: 6145.714844
	Iteration 17Q: 3 clusters Score -2.998187e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166122 members 
Mstep: Class 2 contains 74397 members 
Entering Unmasked Estep 
Score: -29983370.000000 Penalty: 6145.714844
	Iteration 18Q: 3 clusters Score -2.998337e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170881 members 
Mstep: Class 2 contains 69638 members 
Entering Unmasked Estep 
Score: -29984912.000000 Penalty: 6145.714844
	Iteration 19Q: 3 clusters Score -2.998491e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175863 members 
Mstep: Class 2 contains 64656 members 
Entering Unmasked Estep 
Score: -29986504.000000 Penalty: 6145.714844
	Iteration 20F: 3 clusters Score -2.99865e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180860 members 
Mstep: Class 2 contains 59659 members 
Entering Unmasked Estep 
Score: -29988060.000000 Penalty: 6145.714844
	Iteration 21Q: 3 clusters Score -2.998806e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185948 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -29989868.000000 Penalty: 6145.714844
	Iteration 22Q: 3 clusters Score -2.998987e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190940 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -29991592.000000 Penalty: 6145.714844
	Iteration 23Q: 3 clusters Score -2.999159e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195628 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -29993140.000000 Penalty: 6145.714844
	Iteration 24Q: 3 clusters Score -2.999314e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199911 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -29994594.000000 Penalty: 6145.714844
	Iteration 25Q: 3 clusters Score -2.999459e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203803 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -29995670.000000 Penalty: 6145.714844
	Iteration 26Q: 3 clusters Score -2.999567e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207342 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -29996906.000000 Penalty: 6145.714844
	Iteration 27Q: 3 clusters Score -2.999691e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210634 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -29997808.000000 Penalty: 6145.714844
	Iteration 28Q: 3 clusters Score -2.999781e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213663 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -29998758.000000 Penalty: 6145.714844
	Iteration 29Q: 3 clusters Score -2.999876e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216466 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -29999572.000000 Penalty: 6145.714844
	Iteration 30Q: 3 clusters Score -2.999957e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218930 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -30000232.000000 Penalty: 6145.714844
	Iteration 31Q: 3 clusters Score -3.000023e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221220 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -30000884.000000 Penalty: 6145.714844
	Iteration 32Q: 3 clusters Score -3.000088e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223316 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -30001346.000000 Penalty: 6145.714844
	Iteration 33Q: 3 clusters Score -3.000135e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225203 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -30001670.000000 Penalty: 6145.714844
	Iteration 34Q: 3 clusters Score -3.000167e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226800 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -30002072.000000 Penalty: 6145.714844
	Iteration 35Q: 3 clusters Score -3.000207e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228278 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -30002244.000000 Penalty: 6145.714844
	Iteration 36Q: 3 clusters Score -3.000224e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229637 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -30002494.000000 Penalty: 6145.714844
	Iteration 37Q: 3 clusters Score -3.000249e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230872 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -30002676.000000 Penalty: 6145.714844
	Iteration 38Q: 3 clusters Score -3.000268e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231942 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -30002820.000000 Penalty: 6145.714844
	Iteration 39Q: 3 clusters Score -3.000282e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232879 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -30003086.000000 Penalty: 6145.714844
	Iteration 40F: 3 clusters Score -3.000309e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233810 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -30003246.000000 Penalty: 6145.714844
	Iteration 41Q: 3 clusters Score -3.000325e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234598 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -30003374.000000 Penalty: 6145.714844
	Iteration 42Q: 3 clusters Score -3.000337e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235299 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -30003470.000000 Penalty: 6145.714844
	Iteration 43Q: 3 clusters Score -3.000347e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235884 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -30003388.000000 Penalty: 6145.714844
	Iteration 44Q: 3 clusters Score -3.000339e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236415 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -30003464.000000 Penalty: 6145.714844
	Iteration 45Q: 3 clusters Score -3.000346e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236872 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -30003560.000000 Penalty: 6145.714844
	Iteration 46Q: 3 clusters Score -3.000356e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237253 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -30003610.000000 Penalty: 6145.714844
	Iteration 47Q: 3 clusters Score -3.000361e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237564 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -30003678.000000 Penalty: 6145.714844
	Iteration 48Q: 3 clusters Score -3.000368e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237839 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -30003754.000000 Penalty: 6145.714844
	Iteration 49Q: 3 clusters Score -3.000375e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238070 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -30003832.000000 Penalty: 6145.714844
	Iteration 50Q: 3 clusters Score -3.000383e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238252 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -30003814.000000 Penalty: 6145.714844
	Iteration 51Q: 3 clusters Score -3.000381e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238393 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -30003794.000000 Penalty: 6145.714844
	Iteration 52Q: 3 clusters Score -3.000379e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238503 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -30003876.000000 Penalty: 6145.714844
	Iteration 53Q: 3 clusters Score -3.000388e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238586 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -30003918.000000 Penalty: 6145.714844
	Iteration 54Q: 3 clusters Score -3.000392e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238660 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -30003914.000000 Penalty: 6145.714844
	Iteration 55Q: 3 clusters Score -3.000391e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238743 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -30003944.000000 Penalty: 6145.714844
	Iteration 56Q: 3 clusters Score -3.000394e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238813 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -30003958.000000 Penalty: 6145.714844
	Iteration 57Q: 3 clusters Score -3.000396e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238880 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -30003970.000000 Penalty: 6145.714844
	Iteration 58Q: 3 clusters Score -3.000397e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238940 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -30003990.000000 Penalty: 6145.714844
	Iteration 59Q: 3 clusters Score -3.000399e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238999 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -30004000.000000 Penalty: 6145.714844
	Iteration 60F: 3 clusters Score -3.0004e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239052 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -30004022.000000 Penalty: 6145.714844
	Iteration 61Q: 3 clusters Score -3.000402e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239082 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -30004028.000000 Penalty: 6145.714844
	Iteration 62Q: 3 clusters Score -3.000403e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239113 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -30004030.000000 Penalty: 6145.714844
	Iteration 63Q: 3 clusters Score -3.000403e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239133 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -30004046.000000 Penalty: 6145.714844
	Iteration 64Q: 3 clusters Score -3.000405e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239154 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -30004042.000000 Penalty: 6145.714844
	Iteration 65Q: 3 clusters Score -3.000404e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239180 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -30004046.000000 Penalty: 6145.714844
	Iteration 66Q: 3 clusters Score -3.000405e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239200 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -30004010.000000 Penalty: 6145.714844
	Iteration 67Q: 3 clusters Score -3.000401e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239216 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -30004058.000000 Penalty: 6145.714844
	Iteration 68Q: 3 clusters Score -3.000406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239227 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -30004074.000000 Penalty: 6145.714844
	Iteration 69Q: 3 clusters Score -3.000407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239236 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -30004052.000000 Penalty: 6145.714844
	Iteration 70Q: 3 clusters Score -3.000405e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239242 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -30004050.000000 Penalty: 6145.714844
	Iteration 71Q: 3 clusters Score -3.000405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239246 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -30004066.000000 Penalty: 6145.714844
	Iteration 72Q: 3 clusters Score -3.000407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239248 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -30004074.000000 Penalty: 6145.714844
	Iteration 73Q: 3 clusters Score -3.000407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239251 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -30004072.000000 Penalty: 6145.714844
	Iteration 74Q: 3 clusters Score -3.000407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239253 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -30004070.000000 Penalty: 6145.714844
	Iteration 75Q: 3 clusters Score -3.000407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239258 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -30004072.000000 Penalty: 6145.714844
	Iteration 76Q: 3 clusters Score -3.000407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239269 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -30004060.000000 Penalty: 6145.714844
	Iteration 77Q: 3 clusters Score -3.000406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239280 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -30004058.000000 Penalty: 6145.714844
	Iteration 78Q: 3 clusters Score -3.000406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239289 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -30004064.000000 Penalty: 6145.714844
	Iteration 79Q: 3 clusters Score -3.000406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239299 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -30004090.000000 Penalty: 6145.714844
	Iteration 80F: 3 clusters Score -3.000409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239308 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -30004104.000000 Penalty: 6145.714844
	Iteration 81Q: 3 clusters Score -3.00041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239319 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -30004122.000000 Penalty: 6145.714844
	Iteration 82Q: 3 clusters Score -3.000412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239330 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -30004110.000000 Penalty: 6145.714844
	Iteration 83Q: 3 clusters Score -3.000411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239342 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -30004110.000000 Penalty: 6145.714844
	Iteration 84Q: 3 clusters Score -3.000411e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239352 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -30004110.000000 Penalty: 6145.714844
	Iteration 85Q: 3 clusters Score -3.000411e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239365 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -30004128.000000 Penalty: 6145.714844
	Iteration 86Q: 3 clusters Score -3.000413e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239386 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -30004124.000000 Penalty: 6145.714844
	Iteration 87Q: 3 clusters Score -3.000412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239397 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -30004130.000000 Penalty: 6145.714844
	Iteration 88Q: 3 clusters Score -3.000413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239406 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -30004152.000000 Penalty: 6145.714844
	Iteration 89Q: 3 clusters Score -3.000415e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239420 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -30004164.000000 Penalty: 6145.714844
	Iteration 90Q: 3 clusters Score -3.000416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239429 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -30004172.000000 Penalty: 6145.714844
	Iteration 91Q: 3 clusters Score -3.000417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239437 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -30004156.000000 Penalty: 6145.714844
	Iteration 92Q: 3 clusters Score -3.000416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239449 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -30004176.000000 Penalty: 6145.714844
	Iteration 93Q: 3 clusters Score -3.000418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239459 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -30004194.000000 Penalty: 6145.714844
	Iteration 94Q: 3 clusters Score -3.000419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239473 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -30004216.000000 Penalty: 6145.714844
	Iteration 95Q: 3 clusters Score -3.000422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239478 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -30004212.000000 Penalty: 6145.714844
	Iteration 96Q: 3 clusters Score -3.000421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239480 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -30004212.000000 Penalty: 6145.714844
	Iteration 97Q: 3 clusters Score -3.000421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239482 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -30004204.000000 Penalty: 6145.714844
	Iteration 98Q: 3 clusters Score -3.00042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239485 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -30004226.000000 Penalty: 6145.714844
	Iteration 99Q: 3 clusters Score -3.000423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239488 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -30004234.000000 Penalty: 6145.714844
	Iteration 100F: 3 clusters Score -3.000423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239494 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -30004224.000000 Penalty: 6145.714844
	Iteration 101Q: 3 clusters Score -3.000422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239501 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -30004214.000000 Penalty: 6145.714844
	Iteration 102Q: 3 clusters Score -3.000421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239506 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -30004182.000000 Penalty: 6145.714844
	Iteration 103Q: 3 clusters Score -3.000418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239513 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -30004198.000000 Penalty: 6145.714844
	Iteration 104Q: 3 clusters Score -3.00042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239521 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -30004198.000000 Penalty: 6145.714844
	Iteration 105Q: 3 clusters Score -3.00042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239527 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -30004220.000000 Penalty: 6145.714844
	Iteration 106Q: 3 clusters Score -3.000422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239529 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -30004218.000000 Penalty: 6145.714844
	Iteration 107Q: 3 clusters Score -3.000422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239533 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -30004220.000000 Penalty: 6145.714844
	Iteration 108Q: 3 clusters Score -3.000422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239534 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -30004216.000000 Penalty: 6145.714844
	Iteration 109Q: 3 clusters Score -3.000422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239535 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -30004214.000000 Penalty: 6145.714844
	Iteration 110Q: 3 clusters Score -3.000421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239536 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -30004214.000000 Penalty: 6145.714844
	Iteration 111Q: 3 clusters Score -3.000421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239537 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -30004200.000000 Penalty: 6145.714844
	Iteration 112Q: 3 clusters Score -3.00042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239538 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -30004198.000000 Penalty: 6145.714844
	Iteration 113Q: 3 clusters Score -3.00042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239538 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -30004198.000000 Penalty: 6145.714844
	Iteration 114F: 3 clusters Score -3.00042e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Entering Unmasked Estep 
Score: -2157246.500000 Penalty: 2421.413818
	Iteration 0F: 2 clusters Score -2157246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2144894.250000 Penalty: 4842.827637
	Iteration 0F: 3 clusters Score -2144894 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2148897.500000 Penalty: 4842.827637
	Iteration 1F: 3 clusters Score -2148898 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2149364.250000 Penalty: 4842.827637
	Iteration 2F: 3 clusters Score -2149364 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2149786.500000 Penalty: 4842.827637
	Iteration 3F: 3 clusters Score -2149786 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2150199.500000 Penalty: 4842.827637
	Iteration 4F: 3 clusters Score -2150200 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2150633.000000 Penalty: 4842.827637
	Iteration 5Q: 3 clusters Score -2150633 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2151126.750000 Penalty: 4842.827637
	Iteration 6Q: 3 clusters Score -2151127 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2151724.000000 Penalty: 4842.827637
	Iteration 7F: 3 clusters Score -2151724 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2152444.000000 Penalty: 4842.827637
	Iteration 8F: 3 clusters Score -2152444 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2153137.750000 Penalty: 4842.827637
	Iteration 9F: 3 clusters Score -2153138 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2153743.750000 Penalty: 4842.827637
	Iteration 10Q: 3 clusters Score -2153744 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2154169.750000 Penalty: 4842.827637
	Iteration 11Q: 3 clusters Score -2154170 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2154480.750000 Penalty: 4842.827637
	Iteration 12Q: 3 clusters Score -2154481 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2154698.750000 Penalty: 4842.827637
	Iteration 13Q: 3 clusters Score -2154699 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2154855.250000 Penalty: 4842.827637
	Iteration 14Q: 3 clusters Score -2154855 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2154956.750000 Penalty: 4842.827637
	Iteration 15Q: 3 clusters Score -2154957 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2155051.500000 Penalty: 4842.827637
	Iteration 16Q: 3 clusters Score -2155052 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2155116.000000 Penalty: 4842.827637
	Iteration 17Q: 3 clusters Score -2155116 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2155159.500000 Penalty: 4842.827637
	Iteration 18Q: 3 clusters Score -2155160 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2155208.500000 Penalty: 4842.827637
	Iteration 19Q: 3 clusters Score -2155208 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2155248.500000 Penalty: 4842.827637
	Iteration 20F: 3 clusters Score -2155248 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2155284.500000 Penalty: 4842.827637
	Iteration 21Q: 3 clusters Score -2155284 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2155313.500000 Penalty: 4842.827637
	Iteration 22Q: 3 clusters Score -2155314 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2155329.500000 Penalty: 4842.827637
	Iteration 23Q: 3 clusters Score -2155330 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2155350.250000 Penalty: 4842.827637
	Iteration 24Q: 3 clusters Score -2155350 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2155360.750000 Penalty: 4842.827637
	Iteration 25Q: 3 clusters Score -2155361 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2155373.000000 Penalty: 4842.827637
	Iteration 26Q: 3 clusters Score -2155373 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2155389.000000 Penalty: 4842.827637
	Iteration 27Q: 3 clusters Score -2155389 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2155393.500000 Penalty: 4842.827637
	Iteration 28Q: 3 clusters Score -2155394 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2155400.250000 Penalty: 4842.827637
	Iteration 29Q: 3 clusters Score -2155400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2155405.750000 Penalty: 4842.827637
	Iteration 30Q: 3 clusters Score -2155406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2155412.000000 Penalty: 4842.827637
	Iteration 31Q: 3 clusters Score -2155412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2155413.750000 Penalty: 4842.827637
	Iteration 32Q: 3 clusters Score -2155414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2155416.750000 Penalty: 4842.827637
	Iteration 33Q: 3 clusters Score -2155417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2155414.750000 Penalty: 4842.827637
	Iteration 34Q: 3 clusters Score -2155415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2155417.500000 Penalty: 4842.827637
	Iteration 35Q: 3 clusters Score -2155418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2155419.750000 Penalty: 4842.827637
	Iteration 36Q: 3 clusters Score -2155420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2155420.500000 Penalty: 4842.827637
	Iteration 37Q: 3 clusters Score -2155420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2155422.500000 Penalty: 4842.827637
	Iteration 38Q: 3 clusters Score -2155422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2155421.000000 Penalty: 4842.827637
	Iteration 39Q: 3 clusters Score -2155421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2155419.500000 Penalty: 4842.827637
	Iteration 40F: 3 clusters Score -2155420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2155422.500000 Penalty: 4842.827637
	Iteration 41Q: 3 clusters Score -2155422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2155421.500000 Penalty: 4842.827637
	Iteration 42Q: 3 clusters Score -2155422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2155417.500000 Penalty: 4842.827637
	Iteration 43Q: 3 clusters Score -2155418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2155420.250000 Penalty: 4842.827637
	Iteration 44Q: 3 clusters Score -2155420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2155420.250000 Penalty: 4842.827637
	Iteration 45F: 3 clusters Score -2155420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 81433 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4023 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 18568 members 
Mstep: Class 9 contains 312714 members 
Mstep: Class 10 contains 4243 members 
Mstep: Class 11 contains 10376 members 
Mstep: Class 12 contains 61499 members 
Mstep: Class 13 contains 19079 members 
Mstep: Class 14 contains 22159 members 
Mstep: Class 15 contains 29197 members 
Mstep: Class 16 contains 11316 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 112328 members 
Mstep: Class 19 contains 3913 members 
Mstep: Class 20 contains 223112 members 
Mstep: Class 21 contains 21503 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 6660 members 
Mstep: Class 24 contains 40196 members 
Mstep: Class 25 contains 240519 members 
Mstep: Class 26 contains 17392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597872.000000 Penalty: 90644.539062
Iteration 119Q: 27 clusters Score -1.545979e+08 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 81484 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10453 members 
Mstep: Class 8 contains 18575 members 
Mstep: Class 9 contains 312584 members 
Mstep: Class 10 contains 4243 members 
Mstep: Class 11 contains 10373 members 
Mstep: Class 12 contains 61448 members 
Mstep: Class 13 contains 19116 members 
Mstep: Class 14 contains 22163 members 
Mstep: Class 15 contains 29188 members 
Mstep: Class 16 contains 11326 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 112037 members 
Mstep: Class 19 contains 3913 members 
Mstep: Class 20 contains 222832 members 
Mstep: Class 21 contains 21501 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 6666 members 
Mstep: Class 24 contains 40178 members 
Mstep: Class 25 contains 241172 members 
Mstep: Class 26 contains 17440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597264.000000 Penalty: 90644.539062
Iteration 120F: 27 clusters Score -1.545973e+08 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 81548 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2777 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10435 members 
Mstep: Class 8 contains 18580 members 
Mstep: Class 9 contains 312384 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10367 members 
Mstep: Class 12 contains 61406 members 
Mstep: Class 13 contains 19146 members 
Mstep: Class 14 contains 22169 members 
Mstep: Class 15 contains 29181 members 
Mstep: Class 16 contains 11331 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 111806 members 
Mstep: Class 19 contains 3913 members 
Mstep: Class 20 contains 222517 members 
Mstep: Class 21 contains 21495 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 6673 members 
Mstep: Class 24 contains 40162 members 
Mstep: Class 25 contains 241873 members 
Mstep: Class 26 contains 17481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597264.000000 Penalty: 90644.539062
Iteration 121Q: 27 clusters Score -1.545973e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 81596 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2780 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10424 members 
Mstep: Class 8 contains 18577 members 
Mstep: Class 9 contains 312111 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10362 members 
Mstep: Class 12 contains 61367 members 
Mstep: Class 13 contains 19179 members 
Mstep: Class 14 contains 22173 members 
Mstep: Class 15 contains 29180 members 
Mstep: Class 16 contains 11339 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 111587 members 
Mstep: Class 19 contains 3913 members 
Mstep: Class 20 contains 222211 members 
Mstep: Class 21 contains 21481 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 6680 members 
Mstep: Class 24 contains 40136 members 
Mstep: Class 25 contains 242636 members 
Mstep: Class 26 contains 17521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597520.000000 Penalty: 90644.539062
Iteration 122Q: 27 clusters Score -1.545975e+08 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 81642 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2780 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10411 members 
Mstep: Class 8 contains 18568 members 
Mstep: Class 9 contains 311917 members 
Mstep: Class 10 contains 4246 members 
Mstep: Class 11 contains 10360 members 
Mstep: Class 12 contains 61326 members 
Mstep: Class 13 contains 19208 members 
Mstep: Class 14 contains 22175 members 
Mstep: Class 15 contains 29176 members 
Mstep: Class 16 contains 11353 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 111374 members 
Mstep: Class 19 contains 3912 members 
Mstep: Class 20 contains 221824 members 
Mstep: Class 21 contains 21471 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 6687 members 
Mstep: Class 24 contains 40116 members 
Mstep: Class 25 contains 243415 members 
Mstep: Class 26 contains 17546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597408.000000 Penalty: 90644.539062
Iteration 123Q: 27 clusters Score -1.545974e+08 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 81686 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10401 members 
Mstep: Class 8 contains 18556 members 
Mstep: Class 9 contains 311796 members 
Mstep: Class 10 contains 4245 members 
Mstep: Class 11 contains 10367 members 
Mstep: Class 12 contains 61268 members 
Mstep: Class 13 contains 19226 members 
Mstep: Class 14 contains 22179 members 
Mstep: Class 15 contains 29177 members 
Mstep: Class 16 contains 11356 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 111163 members 
Mstep: Class 19 contains 3911 members 
Mstep: Class 20 contains 221385 members 
Mstep: Class 21 contains 21469 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 6694 members 
Mstep: Class 24 contains 40107 members 
Mstep: Class 25 contains 244183 members 
Mstep: Class 26 contains 17574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597504.000000 Penalty: 90644.539062
Iteration 124Q: 27 clusters Score -1.545975e+08 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 81728 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10396 members 
Mstep: Class 8 contains 18532 members 
Mstep: Class 9 contains 311589 members 
Mstep: Class 10 contains 4241 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 61195 members 
Mstep: Class 13 contains 19245 members 
Mstep: Class 14 contains 22185 members 
Mstep: Class 15 contains 29178 members 
Mstep: Class 16 contains 11364 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 110981 members 
Mstep: Class 19 contains 3910 members 
Mstep: Class 20 contains 220956 members 
Mstep: Class 21 contains 21468 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 6702 members 
Mstep: Class 24 contains 40099 members 
Mstep: Class 25 contains 245005 members 
Mstep: Class 26 contains 17609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597312.000000 Penalty: 90644.539062
Iteration 125Q: 27 clusters Score -1.545973e+08 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 81767 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2777 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10387 members 
Mstep: Class 8 contains 18505 members 
Mstep: Class 9 contains 311493 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 10379 members 
Mstep: Class 12 contains 61117 members 
Mstep: Class 13 contains 19255 members 
Mstep: Class 14 contains 22194 members 
Mstep: Class 15 contains 29179 members 
Mstep: Class 16 contains 11377 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 110806 members 
Mstep: Class 19 contains 3910 members 
Mstep: Class 20 contains 220500 members 
Mstep: Class 21 contains 21465 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 6707 members 
Mstep: Class 24 contains 40088 members 
Mstep: Class 25 contains 245745 members 
Mstep: Class 26 contains 17654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597392.000000 Penalty: 90644.539062
Iteration 126Q: 27 clusters Score -1.545974e+08 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 81783 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10376 members 
Mstep: Class 8 contains 18488 members 
Mstep: Class 9 contains 311347 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 10380 members 
Mstep: Class 12 contains 61079 members 
Mstep: Class 13 contains 19265 members 
Mstep: Class 14 contains 22205 members 
Mstep: Class 15 contains 29174 members 
Mstep: Class 16 contains 11392 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 110634 members 
Mstep: Class 19 contains 3910 members 
Mstep: Class 20 contains 220053 members 
Mstep: Class 21 contains 21458 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 6714 members 
Mstep: Class 24 contains 40069 members 
Mstep: Class 25 contains 246525 members 
Mstep: Class 26 contains 17681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597536.000000 Penalty: 90644.539062
Iteration 127Q: 27 clusters Score -1.545975e+08 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 81791 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10364 members 
Mstep: Class 8 contains 18469 members 
Mstep: Class 9 contains 311222 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10379 members 
Mstep: Class 12 contains 61015 members 
Mstep: Class 13 contains 19283 members 
Mstep: Class 14 contains 22217 members 
Mstep: Class 15 contains 29170 members 
Mstep: Class 16 contains 11402 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 110484 members 
Mstep: Class 19 contains 3910 members 
Mstep: Class 20 contains 219615 members 
Mstep: Class 21 contains 21452 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 6721 members 
Mstep: Class 24 contains 40060 members 
Mstep: Class 25 contains 247276 members 
Mstep: Class 26 contains 17713 members 
Entering Unmasked Estep 
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Iteration 128Q: 27 clusters Score -1.545974e+08 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 81785 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10366 members 
Mstep: Class 8 contains 18457 members 
Mstep: Class 9 contains 311076 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10383 members 
Mstep: Class 12 contains 60975 members 
Mstep: Class 13 contains 19297 members 
Mstep: Class 14 contains 22222 members 
Mstep: Class 15 contains 29170 members 
Mstep: Class 16 contains 11412 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 110359 members 
Mstep: Class 19 contains 3910 members 
Mstep: Class 20 contains 219175 members 
Mstep: Class 21 contains 21455 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 6729 members 
Mstep: Class 24 contains 40047 members 
Mstep: Class 25 contains 247999 members 
Mstep: Class 26 contains 17731 members 
Entering Unmasked Estep 
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Iteration 129Q: 27 clusters Score -1.545974e+08 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 81761 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10369 members 
Mstep: Class 8 contains 18444 members 
Mstep: Class 9 contains 310872 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10389 members 
Mstep: Class 12 contains 60940 members 
Mstep: Class 13 contains 19312 members 
Mstep: Class 14 contains 22229 members 
Mstep: Class 15 contains 29168 members 
Mstep: Class 16 contains 11418 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 110266 members 
Mstep: Class 19 contains 3910 members 
Mstep: Class 20 contains 218743 members 
Mstep: Class 21 contains 21455 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 6740 members 
Mstep: Class 24 contains 40038 members 
Mstep: Class 25 contains 248747 members 
Mstep: Class 26 contains 17747 members 
Entering Unmasked Estep 
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Iteration 130Q: 27 clusters Score -1.545973e+08 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 81756 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2788 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10370 members 
Mstep: Class 8 contains 18439 members 
Mstep: Class 9 contains 310713 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10399 members 
Mstep: Class 12 contains 60900 members 
Mstep: Class 13 contains 19327 members 
Mstep: Class 14 contains 22240 members 
Mstep: Class 15 contains 29166 members 
Mstep: Class 16 contains 11432 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 110186 members 
Mstep: Class 19 contains 3910 members 
Mstep: Class 20 contains 218348 members 
Mstep: Class 21 contains 21455 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 6755 members 
Mstep: Class 24 contains 40026 members 
Mstep: Class 25 contains 249358 members 
Mstep: Class 26 contains 17769 members 
Entering Unmasked Estep 
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Iteration 131Q: 27 clusters Score -1.545976e+08 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 81752 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10368 members 
Mstep: Class 8 contains 18434 members 
Mstep: Class 9 contains 310589 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10409 members 
Mstep: Class 12 contains 60872 members 
Mstep: Class 13 contains 19339 members 
Mstep: Class 14 contains 22243 members 
Mstep: Class 15 contains 29163 members 
Mstep: Class 16 contains 11451 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 110113 members 
Mstep: Class 19 contains 3910 members 
Mstep: Class 20 contains 217954 members 
Mstep: Class 21 contains 21452 members 
Mstep: Class 22 contains 2604 members 
Mstep: Class 23 contains 6774 members 
Mstep: Class 24 contains 40015 members 
Mstep: Class 25 contains 249934 members 
Mstep: Class 26 contains 17784 members 
Entering Unmasked Estep 
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Iteration 132Q: 27 clusters Score -1.545977e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 81764 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10380 members 
Mstep: Class 8 contains 18428 members 
Mstep: Class 9 contains 310482 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 10405 members 
Mstep: Class 12 contains 60842 members 
Mstep: Class 13 contains 19362 members 
Mstep: Class 14 contains 22251 members 
Mstep: Class 15 contains 29156 members 
Mstep: Class 16 contains 11470 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 110039 members 
Mstep: Class 19 contains 3910 members 
Mstep: Class 20 contains 217552 members 
Mstep: Class 21 contains 21439 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 6793 members 
Mstep: Class 24 contains 40010 members 
Mstep: Class 25 contains 250480 members 
Mstep: Class 26 contains 17799 members 
Entering Unmasked Estep 
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Iteration 133Q: 27 clusters Score -1.545978e+08 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 81756 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10383 members 
Mstep: Class 8 contains 18427 members 
Mstep: Class 9 contains 310409 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 10402 members 
Mstep: Class 12 contains 60807 members 
Mstep: Class 13 contains 19381 members 
Mstep: Class 14 contains 22256 members 
Mstep: Class 15 contains 29151 members 
Mstep: Class 16 contains 11491 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 109948 members 
Mstep: Class 19 contains 3909 members 
Mstep: Class 20 contains 217156 members 
Mstep: Class 21 contains 21423 members 
Mstep: Class 22 contains 2601 members 
Mstep: Class 23 contains 6805 members 
Mstep: Class 24 contains 39997 members 
Mstep: Class 25 contains 251059 members 
Mstep: Class 26 contains 17808 members 
Entering Unmasked Estep 
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Iteration 134Q: 27 clusters Score -1.545977e+08 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 81762 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2793 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10392 members 
Mstep: Class 8 contains 18424 members 
Mstep: Class 9 contains 310273 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 10401 members 
Mstep: Class 12 contains 60781 members 
Mstep: Class 13 contains 19399 members 
Mstep: Class 14 contains 22258 members 
Mstep: Class 15 contains 29148 members 
Mstep: Class 16 contains 11509 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 109876 members 
Mstep: Class 19 contains 3909 members 
Mstep: Class 20 contains 216799 members 
Mstep: Class 21 contains 21415 members 
Mstep: Class 22 contains 2600 members 
Mstep: Class 23 contains 6814 members 
Mstep: Class 24 contains 39978 members 
Mstep: Class 25 contains 251615 members 
Mstep: Class 26 contains 17813 members 
Entering Unmasked Estep 
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Iteration 135Q: 27 clusters Score -1.545975e+08 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 81768 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2794 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10388 members 
Mstep: Class 8 contains 18413 members 
Mstep: Class 9 contains 310128 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 10407 members 
Mstep: Class 12 contains 60723 members 
Mstep: Class 13 contains 19424 members 
Mstep: Class 14 contains 22262 members 
Mstep: Class 15 contains 29147 members 
Mstep: Class 16 contains 11532 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 109812 members 
Mstep: Class 19 contains 3909 members 
Mstep: Class 20 contains 216425 members 
Mstep: Class 21 contains 21397 members 
Mstep: Class 22 contains 2601 members 
Mstep: Class 23 contains 6823 members 
Mstep: Class 24 contains 39962 members 
Mstep: Class 25 contains 252234 members 
Mstep: Class 26 contains 17818 members 
Entering Unmasked Estep 
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Iteration 136Q: 27 clusters Score -1.54598e+08 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 81794 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10396 members 
Mstep: Class 8 contains 18402 members 
Mstep: Class 9 contains 309754 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10404 members 
Mstep: Class 12 contains 60665 members 
Mstep: Class 13 contains 19448 members 
Mstep: Class 14 contains 22265 members 
Mstep: Class 15 contains 29144 members 
Mstep: Class 16 contains 11560 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 109753 members 
Mstep: Class 19 contains 3909 members 
Mstep: Class 20 contains 216014 members 
Mstep: Class 21 contains 21386 members 
Mstep: Class 22 contains 2601 members 
Mstep: Class 23 contains 6827 members 
Mstep: Class 24 contains 39947 members 
Mstep: Class 25 contains 253106 members 
Mstep: Class 26 contains 17805 members 
Entering Unmasked Estep 
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Iteration 137Q: 27 clusters Score -1.545986e+08 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 81838 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10410 members 
Mstep: Class 8 contains 18378 members 
Mstep: Class 9 contains 309349 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10402 members 
Mstep: Class 12 contains 60598 members 
Mstep: Class 13 contains 19469 members 
Mstep: Class 14 contains 22267 members 
Mstep: Class 15 contains 29139 members 
Mstep: Class 16 contains 11613 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 109680 members 
Mstep: Class 19 contains 3909 members 
Mstep: Class 20 contains 215503 members 
Mstep: Class 21 contains 21377 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 6831 members 
Mstep: Class 24 contains 39939 members 
Mstep: Class 25 contains 254087 members 
Mstep: Class 26 contains 17791 members 
Entering Unmasked Estep 
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Iteration 138Q: 27 clusters Score -1.54599e+08 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 81873 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10410 members 
Mstep: Class 8 contains 18357 members 
Mstep: Class 9 contains 308917 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10403 members 
Mstep: Class 12 contains 60529 members 
Mstep: Class 13 contains 19490 members 
Mstep: Class 14 contains 22269 members 
Mstep: Class 15 contains 29134 members 
Mstep: Class 16 contains 11674 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 109604 members 
Mstep: Class 19 contains 3909 members 
Mstep: Class 20 contains 214893 members 
Mstep: Class 21 contains 21362 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 6839 members 
Mstep: Class 24 contains 39926 members 
Mstep: Class 25 contains 255198 members 
Mstep: Class 26 contains 17795 members 
Entering Unmasked Estep 
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Iteration 139Q: 27 clusters Score -1.545998e+08 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 81900 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10409 members 
Mstep: Class 8 contains 18319 members 
Mstep: Class 9 contains 308476 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10403 members 
Mstep: Class 12 contains 60463 members 
Mstep: Class 13 contains 19512 members 
Mstep: Class 14 contains 22274 members 
Mstep: Class 15 contains 29130 members 
Mstep: Class 16 contains 11751 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 109525 members 
Mstep: Class 19 contains 3909 members 
Mstep: Class 20 contains 214152 members 
Mstep: Class 21 contains 21338 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 6843 members 
Mstep: Class 24 contains 39900 members 
Mstep: Class 25 contains 256490 members 
Mstep: Class 26 contains 17794 members 
Entering Unmasked Estep 
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Iteration 140F: 27 clusters Score -1.545999e+08 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 81938 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2793 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10407 members 
Mstep: Class 8 contains 18291 members 
Mstep: Class 9 contains 307794 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 10401 members 
Mstep: Class 12 contains 60379 members 
Mstep: Class 13 contains 19526 members 
Mstep: Class 14 contains 22282 members 
Mstep: Class 15 contains 29125 members 
Mstep: Class 16 contains 11827 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 109437 members 
Mstep: Class 19 contains 3908 members 
Mstep: Class 20 contains 213319 members 
Mstep: Class 21 contains 21327 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 6850 members 
Mstep: Class 24 contains 39882 members 
Mstep: Class 25 contains 258111 members 
Mstep: Class 26 contains 17788 members 
Entering Unmasked Estep 
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Iteration 141Q: 27 clusters Score -1.546006e+08 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 81995 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10390 members 
Mstep: Class 8 contains 18272 members 
Mstep: Class 9 contains 307125 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 10402 members 
Mstep: Class 12 contains 60290 members 
Mstep: Class 13 contains 19541 members 
Mstep: Class 14 contains 22288 members 
Mstep: Class 15 contains 29120 members 
Mstep: Class 16 contains 11921 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 109349 members 
Mstep: Class 19 contains 3908 members 
Mstep: Class 20 contains 212337 members 
Mstep: Class 21 contains 21305 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 6855 members 
Mstep: Class 24 contains 39870 members 
Mstep: Class 25 contains 259849 members 
Mstep: Class 26 contains 17789 members 
Entering Unmasked Estep 
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Iteration 142Q: 27 clusters Score -1.546015e+08 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 82048 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2794 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10378 members 
Mstep: Class 8 contains 18246 members 
Mstep: Class 9 contains 306596 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10397 members 
Mstep: Class 12 contains 60174 members 
Mstep: Class 13 contains 19557 members 
Mstep: Class 14 contains 22294 members 
Mstep: Class 15 contains 29118 members 
Mstep: Class 16 contains 12019 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 109231 members 
Mstep: Class 19 contains 3908 members 
Mstep: Class 20 contains 211296 members 
Mstep: Class 21 contains 21280 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 6858 members 
Mstep: Class 24 contains 39858 members 
Mstep: Class 25 contains 261574 members 
Mstep: Class 26 contains 17791 members 
Entering Unmasked Estep 
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Iteration 143Q: 27 clusters Score -1.54602e+08 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 82087 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10382 members 
Mstep: Class 8 contains 18209 members 
Mstep: Class 9 contains 306067 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10389 members 
Mstep: Class 12 contains 60079 members 
Mstep: Class 13 contains 19572 members 
Mstep: Class 14 contains 22299 members 
Mstep: Class 15 contains 29108 members 
Mstep: Class 16 contains 12139 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 109101 members 
Mstep: Class 19 contains 3908 members 
Mstep: Class 20 contains 210188 members 
Mstep: Class 21 contains 21262 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 6869 members 
Mstep: Class 24 contains 39848 members 
Mstep: Class 25 contains 263339 members 
Mstep: Class 26 contains 17783 members 
Entering Unmasked Estep 
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Iteration 144Q: 27 clusters Score -1.546022e+08 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 82089 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10389 members 
Mstep: Class 8 contains 18180 members 
Mstep: Class 9 contains 305473 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10384 members 
Mstep: Class 12 contains 59962 members 
Mstep: Class 13 contains 19592 members 
Mstep: Class 14 contains 22307 members 
Mstep: Class 15 contains 29106 members 
Mstep: Class 16 contains 12262 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 108965 members 
Mstep: Class 19 contains 3907 members 
Mstep: Class 20 contains 209016 members 
Mstep: Class 21 contains 21233 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 6887 members 
Mstep: Class 24 contains 39829 members 
Mstep: Class 25 contains 265292 members 
Mstep: Class 26 contains 17778 members 
Entering Unmasked Estep 
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Iteration 145Q: 27 clusters Score -1.546025e+08 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 82110 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2796 members 
Mstep: Class 5 contains 4017 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10387 members 
Mstep: Class 8 contains 18148 members 
Mstep: Class 9 contains 304974 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 10380 members 
Mstep: Class 12 contains 59852 members 
Mstep: Class 13 contains 19607 members 
Mstep: Class 14 contains 22318 members 
Mstep: Class 15 contains 29103 members 
Mstep: Class 16 contains 12377 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 108828 members 
Mstep: Class 19 contains 3907 members 
Mstep: Class 20 contains 207851 members 
Mstep: Class 21 contains 21206 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 6899 members 
Mstep: Class 24 contains 39818 members 
Mstep: Class 25 contains 267142 members 
Mstep: Class 26 contains 17761 members 
Entering Unmasked Estep 
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Iteration 146Q: 27 clusters Score -1.546028e+08 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 82146 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2797 members 
Mstep: Class 5 contains 4016 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10388 members 
Mstep: Class 8 contains 18114 members 
Mstep: Class 9 contains 304454 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10386 members 
Mstep: Class 12 contains 59709 members 
Mstep: Class 13 contains 19620 members 
Mstep: Class 14 contains 22327 members 
Mstep: Class 15 contains 29095 members 
Mstep: Class 16 contains 12523 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 108695 members 
Mstep: Class 19 contains 3907 members 
Mstep: Class 20 contains 206679 members 
Mstep: Class 21 contains 21187 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 6911 members 
Mstep: Class 24 contains 39806 members 
Mstep: Class 25 contains 269015 members 
Mstep: Class 26 contains 17718 members 
Entering Unmasked Estep 
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Iteration 147Q: 27 clusters Score -1.546028e+08 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 82185 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2802 members 
Mstep: Class 5 contains 4015 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10377 members 
Mstep: Class 8 contains 18108 members 
Mstep: Class 9 contains 303818 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10394 members 
Mstep: Class 12 contains 59536 members 
Mstep: Class 13 contains 19626 members 
Mstep: Class 14 contains 22333 members 
Mstep: Class 15 contains 29094 members 
Mstep: Class 16 contains 12682 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 108565 members 
Mstep: Class 19 contains 3907 members 
Mstep: Class 20 contains 205460 members 
Mstep: Class 21 contains 21159 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 6925 members 
Mstep: Class 24 contains 39799 members 
Mstep: Class 25 contains 271043 members 
Mstep: Class 26 contains 17685 members 
Entering Unmasked Estep 
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Iteration 148Q: 27 clusters Score -1.546033e+08 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 82230 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2804 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10361 members 
Mstep: Class 8 contains 18115 members 
Mstep: Class 9 contains 303135 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 59398 members 
Mstep: Class 13 contains 19629 members 
Mstep: Class 14 contains 22341 members 
Mstep: Class 15 contains 29093 members 
Mstep: Class 16 contains 12878 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 108460 members 
Mstep: Class 19 contains 3907 members 
Mstep: Class 20 contains 204167 members 
Mstep: Class 21 contains 21130 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 6940 members 
Mstep: Class 24 contains 39774 members 
Mstep: Class 25 contains 273115 members 
Mstep: Class 26 contains 17647 members 
Entering Unmasked Estep 
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Iteration 149Q: 27 clusters Score -1.546039e+08 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 82253 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2802 members 
Mstep: Class 5 contains 4013 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10348 members 
Mstep: Class 8 contains 18123 members 
Mstep: Class 9 contains 302434 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 10384 members 
Mstep: Class 12 contains 59275 members 
Mstep: Class 13 contains 19636 members 
Mstep: Class 14 contains 22341 members 
Mstep: Class 15 contains 29085 members 
Mstep: Class 16 contains 13103 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 108311 members 
Mstep: Class 19 contains 3907 members 
Mstep: Class 20 contains 202844 members 
Mstep: Class 21 contains 21115 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 6953 members 
Mstep: Class 24 contains 39752 members 
Mstep: Class 25 contains 275248 members 
Mstep: Class 26 contains 17608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154604464.000000 Penalty: 90644.539062
Iteration 150Q: 27 clusters Score -1.546045e+08 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 82269 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2801 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10356 members 
Mstep: Class 8 contains 18131 members 
Mstep: Class 9 contains 301573 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10387 members 
Mstep: Class 12 contains 59152 members 
Mstep: Class 13 contains 19642 members 
Mstep: Class 14 contains 22353 members 
Mstep: Class 15 contains 29085 members 
Mstep: Class 16 contains 13361 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 108168 members 
Mstep: Class 19 contains 3907 members 
Mstep: Class 20 contains 201606 members 
Mstep: Class 21 contains 21086 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 6961 members 
Mstep: Class 24 contains 39746 members 
Mstep: Class 25 contains 277406 members 
Mstep: Class 26 contains 17549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154605200.000000 Penalty: 90644.539062
Iteration 151Q: 27 clusters Score -1.546052e+08 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 82289 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10374 members 
Mstep: Class 8 contains 18139 members 
Mstep: Class 9 contains 300684 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 10383 members 
Mstep: Class 12 contains 59047 members 
Mstep: Class 13 contains 19657 members 
Mstep: Class 14 contains 22346 members 
Mstep: Class 15 contains 29089 members 
Mstep: Class 16 contains 13633 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 108049 members 
Mstep: Class 19 contains 3906 members 
Mstep: Class 20 contains 200553 members 
Mstep: Class 21 contains 21043 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 6971 members 
Mstep: Class 24 contains 39739 members 
Mstep: Class 25 contains 279379 members 
Mstep: Class 26 contains 17477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154605056.000000 Penalty: 90644.539062
Iteration 152Q: 27 clusters Score -1.546051e+08 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 82296 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2798 members 
Mstep: Class 5 contains 4016 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10392 members 
Mstep: Class 8 contains 18139 members 
Mstep: Class 9 contains 299886 members 
Mstep: Class 10 contains 4239 members 
Mstep: Class 11 contains 10375 members 
Mstep: Class 12 contains 58933 members 
Mstep: Class 13 contains 19659 members 
Mstep: Class 14 contains 22353 members 
Mstep: Class 15 contains 29080 members 
Mstep: Class 16 contains 13953 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 107924 members 
Mstep: Class 19 contains 3905 members 
Mstep: Class 20 contains 199642 members 
Mstep: Class 21 contains 21014 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 6974 members 
Mstep: Class 24 contains 39730 members 
Mstep: Class 25 contains 281098 members 
Mstep: Class 26 contains 17413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154605808.000000 Penalty: 90644.539062
Iteration 153Q: 27 clusters Score -1.546058e+08 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 82307 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 4018 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10394 members 
Mstep: Class 8 contains 18127 members 
Mstep: Class 9 contains 299052 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 10375 members 
Mstep: Class 12 contains 58860 members 
Mstep: Class 13 contains 19668 members 
Mstep: Class 14 contains 22364 members 
Mstep: Class 15 contains 29070 members 
Mstep: Class 16 contains 14308 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 107775 members 
Mstep: Class 19 contains 3903 members 
Mstep: Class 20 contains 198794 members 
Mstep: Class 21 contains 20951 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 6977 members 
Mstep: Class 24 contains 39714 members 
Mstep: Class 25 contains 282801 members 
Mstep: Class 26 contains 17356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154606048.000000 Penalty: 90644.539062
Iteration 154Q: 27 clusters Score -1.54606e+08 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 82304 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 4018 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10377 members 
Mstep: Class 8 contains 18115 members 
Mstep: Class 9 contains 298331 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 10363 members 
Mstep: Class 12 contains 58781 members 
Mstep: Class 13 contains 19679 members 
Mstep: Class 14 contains 22376 members 
Mstep: Class 15 contains 29055 members 
Mstep: Class 16 contains 14709 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 107667 members 
Mstep: Class 19 contains 3903 members 
Mstep: Class 20 contains 198036 members 
Mstep: Class 21 contains 20904 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 6982 members 
Mstep: Class 24 contains 39701 members 
Mstep: Class 25 contains 284249 members 
Mstep: Class 26 contains 17275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154606976.000000 Penalty: 90644.539062
Iteration 155Q: 27 clusters Score -1.54607e+08 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 82282 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2793 members 
Mstep: Class 5 contains 4017 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10357 members 
Mstep: Class 8 contains 18108 members 
Mstep: Class 9 contains 297652 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 10356 members 
Mstep: Class 12 contains 58663 members 
Mstep: Class 13 contains 19680 members 
Mstep: Class 14 contains 22384 members 
Mstep: Class 15 contains 29047 members 
Mstep: Class 16 contains 15108 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 107569 members 
Mstep: Class 19 contains 3903 members 
Mstep: Class 20 contains 197306 members 
Mstep: Class 21 contains 20859 members 
Mstep: Class 22 contains 2603 members 
Mstep: Class 23 contains 6988 members 
Mstep: Class 24 contains 39703 members 
Mstep: Class 25 contains 285677 members 
Mstep: Class 26 contains 17189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154607040.000000 Penalty: 90644.539062
Iteration 156Q: 27 clusters Score -1.54607e+08 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 82223 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2794 members 
Mstep: Class 5 contains 4017 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10345 members 
Mstep: Class 8 contains 18109 members 
Mstep: Class 9 contains 296939 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 10357 members 
Mstep: Class 12 contains 58564 members 
Mstep: Class 13 contains 19697 members 
Mstep: Class 14 contains 22402 members 
Mstep: Class 15 contains 29033 members 
Mstep: Class 16 contains 15547 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 107477 members 
Mstep: Class 19 contains 3902 members 
Mstep: Class 20 contains 196518 members 
Mstep: Class 21 contains 20819 members 
Mstep: Class 22 contains 2603 members 
Mstep: Class 23 contains 7001 members 
Mstep: Class 24 contains 39703 members 
Mstep: Class 25 contains 287083 members 
Mstep: Class 26 contains 17119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154607888.000000 Penalty: 90644.539062
Iteration 157Q: 27 clusters Score -1.546079e+08 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 82174 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 4016 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10343 members 
Mstep: Class 8 contains 18095 members 
Mstep: Class 9 contains 296144 members 
Mstep: Class 10 contains 4241 members 
Mstep: Class 11 contains 10350 members 
Mstep: Class 12 contains 58517 members 
Mstep: Class 13 contains 19715 members 
Mstep: Class 14 contains 22418 members 
Mstep: Class 15 contains 29022 members 
Mstep: Class 16 contains 16057 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 107421 members 
Mstep: Class 19 contains 3902 members 
Mstep: Class 20 contains 195729 members 
Mstep: Class 21 contains 20785 members 
Mstep: Class 22 contains 2603 members 
Mstep: Class 23 contains 7012 members 
Mstep: Class 24 contains 39705 members 
Mstep: Class 25 contains 288412 members 
Mstep: Class 26 contains 17040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154608576.000000 Penalty: 90644.539062
Iteration 158Q: 27 clusters Score -1.546086e+08 nChanged 7768
Entering ConstructFrom: 
Score: -154608576.000000 Penalty: 90644.539062
Entering ConstructFrom: 
Trying to split cluster 1 (14662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Entering Unmasked Estep 
Score: -1750042.250000 Penalty: 2379.067627
	Iteration 0F: 2 clusters Score -1750042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1739373.500000 Penalty: 4758.135254
	Iteration 0F: 3 clusters Score -1739374 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1742859.000000 Penalty: 4758.135254
	Iteration 1F: 3 clusters Score -1742859 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1743292.375000 Penalty: 4758.135254
	Iteration 2F: 3 clusters Score -1743292 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1743628.250000 Penalty: 4758.135254
	Iteration 3F: 3 clusters Score -1743628 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1743943.000000 Penalty: 4758.135254
	Iteration 4Q: 3 clusters Score -1743943 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1744213.875000 Penalty: 4758.135254
	Iteration 5Q: 3 clusters Score -1744214 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1744509.125000 Penalty: 4758.135254
	Iteration 6Q: 3 clusters Score -1744509 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1744840.625000 Penalty: 4758.135254
	Iteration 7Q: 3 clusters Score -1744841 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1745213.125000 Penalty: 4758.135254
	Iteration 8Q: 3 clusters Score -1745213 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1745596.250000 Penalty: 4758.135254
	Iteration 9Q: 3 clusters Score -1745596 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1746007.000000 Penalty: 4758.135254
	Iteration 10Q: 3 clusters Score -1746007 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1746381.500000 Penalty: 4758.135254
	Iteration 11Q: 3 clusters Score -1746382 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1746699.125000 Penalty: 4758.135254
	Iteration 12Q: 3 clusters Score -1746699 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1747001.125000 Penalty: 4758.135254
	Iteration 13Q: 3 clusters Score -1747001 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1747269.875000 Penalty: 4758.135254
	Iteration 14Q: 3 clusters Score -1747270 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1747477.875000 Penalty: 4758.135254
	Iteration 15Q: 3 clusters Score -1747478 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1747630.500000 Penalty: 4758.135254
	Iteration 16Q: 3 clusters Score -1747630 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1747770.875000 Penalty: 4758.135254
	Iteration 17Q: 3 clusters Score -1747771 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1747890.375000 Penalty: 4758.135254
	Iteration 18Q: 3 clusters Score -1747890 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1747997.125000 Penalty: 4758.135254
	Iteration 19Q: 3 clusters Score -1747997 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1748061.000000 Penalty: 4758.135254
	Iteration 20F: 3 clusters Score -1748061 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1748113.750000 Penalty: 4758.135254
	Iteration 21Q: 3 clusters Score -1748114 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1748158.250000 Penalty: 4758.135254
	Iteration 22Q: 3 clusters Score -1748158 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1748196.250000 Penalty: 4758.135254
	Iteration 23Q: 3 clusters Score -1748196 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1748230.625000 Penalty: 4758.135254
	Iteration 24Q: 3 clusters Score -1748231 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1748265.625000 Penalty: 4758.135254
	Iteration 25Q: 3 clusters Score -1748266 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1748283.000000 Penalty: 4758.135254
	Iteration 26Q: 3 clusters Score -1748283 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1748304.375000 Penalty: 4758.135254
	Iteration 27Q: 3 clusters Score -1748304 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1748321.250000 Penalty: 4758.135254
	Iteration 28Q: 3 clusters Score -1748321 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1748340.875000 Penalty: 4758.135254
	Iteration 29Q: 3 clusters Score -1748341 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1748347.875000 Penalty: 4758.135254
	Iteration 30Q: 3 clusters Score -1748348 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1748363.750000 Penalty: 4758.135254
	Iteration 31Q: 3 clusters Score -1748364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1748371.750000 Penalty: 4758.135254
	Iteration 32Q: 3 clusters Score -1748372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1748375.750000 Penalty: 4758.135254
	Iteration 33Q: 3 clusters Score -1748376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1748381.750000 Penalty: 4758.135254
	Iteration 34Q: 3 clusters Score -1748382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1748388.375000 Penalty: 4758.135254
	Iteration 35Q: 3 clusters Score -1748388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1748390.375000 Penalty: 4758.135254
	Iteration 36Q: 3 clusters Score -1748390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1748402.500000 Penalty: 4758.135254
	Iteration 37Q: 3 clusters Score -1748402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1748400.875000 Penalty: 4758.135254
	Iteration 38Q: 3 clusters Score -1748401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1748406.375000 Penalty: 4758.135254
	Iteration 39Q: 3 clusters Score -1748406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1748406.125000 Penalty: 4758.135254
	Iteration 40F: 3 clusters Score -1748406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1748411.625000 Penalty: 4758.135254
	Iteration 41Q: 3 clusters Score -1748412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1748412.875000 Penalty: 4758.135254
	Iteration 42Q: 3 clusters Score -1748413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1748415.625000 Penalty: 4758.135254
	Iteration 43Q: 3 clusters Score -1748416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1748415.750000 Penalty: 4758.135254
	Iteration 44Q: 3 clusters Score -1748416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1748412.875000 Penalty: 4758.135254
	Iteration 45Q: 3 clusters Score -1748413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1748416.750000 Penalty: 4758.135254
	Iteration 46Q: 3 clusters Score -1748417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1748426.875000 Penalty: 4758.135254
	Iteration 47Q: 3 clusters Score -1748427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1748420.875000 Penalty: 4758.135254
	Iteration 48Q: 3 clusters Score -1748421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1748422.250000 Penalty: 4758.135254
	Iteration 49Q: 3 clusters Score -1748422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1748422.500000 Penalty: 4758.135254
	Iteration 50Q: 3 clusters Score -1748422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1748418.125000 Penalty: 4758.135254
	Iteration 51Q: 3 clusters Score -1748418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1748419.875000 Penalty: 4758.135254
	Iteration 52Q: 3 clusters Score -1748420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1748423.625000 Penalty: 4758.135254
	Iteration 53Q: 3 clusters Score -1748424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1748429.375000 Penalty: 4758.135254
	Iteration 54Q: 3 clusters Score -1748429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1748425.625000 Penalty: 4758.135254
	Iteration 55Q: 3 clusters Score -1748426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1748426.375000 Penalty: 4758.135254
	Iteration 56Q: 3 clusters Score -1748426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1748427.625000 Penalty: 4758.135254
	Iteration 57Q: 3 clusters Score -1748428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1748423.500000 Penalty: 4758.135254
	Iteration 58Q: 3 clusters Score -1748424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1748426.750000 Penalty: 4758.135254
	Iteration 59Q: 3 clusters Score -1748427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1748426.500000 Penalty: 4758.135254
	Iteration 60F: 3 clusters Score -1748426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1748427.750000 Penalty: 4758.135254
	Iteration 61Q: 3 clusters Score -1748428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1748428.875000 Penalty: 4758.135254
	Iteration 62Q: 3 clusters Score -1748429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1748431.500000 Penalty: 4758.135254
	Iteration 63Q: 3 clusters Score -1748432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1748432.000000 Penalty: 4758.135254
	Iteration 64Q: 3 clusters Score -1748432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1748431.375000 Penalty: 4758.135254
	Iteration 65Q: 3 clusters Score -1748431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1748435.125000 Penalty: 4758.135254
	Iteration 66Q: 3 clusters Score -1748435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1748435.875000 Penalty: 4758.135254
	Iteration 67Q: 3 clusters Score -1748436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1748436.625000 Penalty: 4758.135254
	Iteration 68Q: 3 clusters Score -1748437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1748436.625000 Penalty: 4758.135254
	Iteration 69F: 3 clusters Score -1748437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (82129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82129 members 
Entering Unmasked Estep 
Score: -9917803.000000 Penalty: 2806.379639
	Iteration 0F: 2 clusters Score -9917803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -9862250.000000 Penalty: 5612.759277
	Iteration 0F: 3 clusters Score -9862250 nChanged 38856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -9884725.000000 Penalty: 5612.759277
	Iteration 1F: 3 clusters Score -9884725 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -9885344.000000 Penalty: 5612.759277
	Iteration 2Q: 3 clusters Score -9885344 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -9886032.000000 Penalty: 5612.759277
	Iteration 3Q: 3 clusters Score -9886032 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -9886852.000000 Penalty: 5612.759277
	Iteration 4Q: 3 clusters Score -9886852 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -9887718.000000 Penalty: 5612.759277
	Iteration 5Q: 3 clusters Score -9887718 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -9888826.000000 Penalty: 5612.759277
	Iteration 6Q: 3 clusters Score -9888826 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -9890300.000000 Penalty: 5612.759277
	Iteration 7Q: 3 clusters Score -9890300 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -9891905.000000 Penalty: 5612.759277
	Iteration 8Q: 3 clusters Score -9891905 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -9894147.000000 Penalty: 5612.759277
	Iteration 9Q: 3 clusters Score -9894147 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53605 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -9896569.000000 Penalty: 5612.759277
	Iteration 10F: 3 clusters Score -9896569 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -9899431.000000 Penalty: 5612.759277
	Iteration 11F: 3 clusters Score -9899431 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61020 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -9902175.000000 Penalty: 5612.759277
	Iteration 12F: 3 clusters Score -9902175 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -9904725.000000 Penalty: 5612.759277
	Iteration 13Q: 3 clusters Score -9904725 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67685 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -9906951.000000 Penalty: 5612.759277
	Iteration 14Q: 3 clusters Score -9906951 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70273 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -9908585.000000 Penalty: 5612.759277
	Iteration 15Q: 3 clusters Score -9908585 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72469 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -9909872.000000 Penalty: 5612.759277
	Iteration 16Q: 3 clusters Score -9909872 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74287 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -9910883.000000 Penalty: 5612.759277
	Iteration 17Q: 3 clusters Score -9910883 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75849 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -9911858.000000 Penalty: 5612.759277
	Iteration 18Q: 3 clusters Score -9911858 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77189 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -9912692.000000 Penalty: 5612.759277
	Iteration 19Q: 3 clusters Score -9912692 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78295 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -9913424.000000 Penalty: 5612.759277
	Iteration 20F: 3 clusters Score -9913424 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -9913932.000000 Penalty: 5612.759277
	Iteration 21Q: 3 clusters Score -9913932 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79802 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -9914324.000000 Penalty: 5612.759277
	Iteration 22Q: 3 clusters Score -9914324 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -9914624.000000 Penalty: 5612.759277
	Iteration 23Q: 3 clusters Score -9914624 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80655 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -9914817.000000 Penalty: 5612.759277
	Iteration 24Q: 3 clusters Score -9914817 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80918 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -9914995.000000 Penalty: 5612.759277
	Iteration 25Q: 3 clusters Score -9914995 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81107 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -9915100.000000 Penalty: 5612.759277
	Iteration 26Q: 3 clusters Score -9915100 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81229 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -9915187.000000 Penalty: 5612.759277
	Iteration 27Q: 3 clusters Score -9915187 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81320 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -9915248.000000 Penalty: 5612.759277
	Iteration 28Q: 3 clusters Score -9915248 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81381 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9915291.000000 Penalty: 5612.759277
	Iteration 29Q: 3 clusters Score -9915291 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81414 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9915317.000000 Penalty: 5612.759277
	Iteration 30Q: 3 clusters Score -9915317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81440 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9915330.000000 Penalty: 5612.759277
	Iteration 31Q: 3 clusters Score -9915330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81455 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9915336.000000 Penalty: 5612.759277
	Iteration 32Q: 3 clusters Score -9915336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81465 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9915343.000000 Penalty: 5612.759277
	Iteration 33Q: 3 clusters Score -9915343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81473 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9915342.000000 Penalty: 5612.759277
	Iteration 34Q: 3 clusters Score -9915342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81482 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9915343.000000 Penalty: 5612.759277
	Iteration 35Q: 3 clusters Score -9915343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81488 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9915353.000000 Penalty: 5612.759277
	Iteration 36Q: 3 clusters Score -9915353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81495 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9915370.000000 Penalty: 5612.759277
	Iteration 37Q: 3 clusters Score -9915370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81496 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -9915370.000000 Penalty: 5612.759277
	Iteration 38Q: 3 clusters Score -9915370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81500 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9915368.000000 Penalty: 5612.759277
	Iteration 39Q: 3 clusters Score -9915368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81502 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -9915370.000000 Penalty: 5612.759277
	Iteration 40F: 3 clusters Score -9915370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81508 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9915374.000000 Penalty: 5612.759277
	Iteration 41Q: 3 clusters Score -9915374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81515 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -9915379.000000 Penalty: 5612.759277
	Iteration 42Q: 3 clusters Score -9915379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81522 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9915384.000000 Penalty: 5612.759277
	Iteration 43Q: 3 clusters Score -9915384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81528 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9915393.000000 Penalty: 5612.759277
	Iteration 44Q: 3 clusters Score -9915393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81533 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9915393.000000 Penalty: 5612.759277
	Iteration 45Q: 3 clusters Score -9915393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81534 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9915402.000000 Penalty: 5612.759277
	Iteration 46Q: 3 clusters Score -9915402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81536 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9915398.000000 Penalty: 5612.759277
	Iteration 47Q: 3 clusters Score -9915398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81538 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9915393.000000 Penalty: 5612.759277
	Iteration 48Q: 3 clusters Score -9915393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81538 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9915393.000000 Penalty: 5612.759277
	Iteration 49F: 3 clusters Score -9915393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -63275.171875 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -63275.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61733.312500 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -61733.31 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -61987.707031 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -61987.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -62105.199219 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -62105.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62202.835938 Penalty: 3162.856689
	Iteration 3Q: 3 clusters Score -62202.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -62267.617188 Penalty: 3162.856689
	Iteration 4Q: 3 clusters Score -62267.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -62312.031250 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -62312.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -62414.359375 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -62414.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -62502.125000 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -62502.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -62577.054688 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -62577.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -62621.511719 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -62621.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -62670.429688 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -62670.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -62686.867188 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -62686.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -62710.230469 Penalty: 3162.856689
	Iteration 12Q: 3 clusters Score -62710.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -62723.488281 Penalty: 3162.856689
	Iteration 13Q: 3 clusters Score -62723.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -62738.832031 Penalty: 3162.856689
	Iteration 14Q: 3 clusters Score -62738.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -62763.882812 Penalty: 3162.856689
	Iteration 15Q: 3 clusters Score -62763.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -62790.117188 Penalty: 3162.856689
	Iteration 16Q: 3 clusters Score -62790.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -62821.582031 Penalty: 3162.856689
	Iteration 17Q: 3 clusters Score -62821.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -62868.199219 Penalty: 3162.856689
	Iteration 18Q: 3 clusters Score -62868.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -62904.902344 Penalty: 3162.856689
	Iteration 19Q: 3 clusters Score -62904.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -62961.902344 Penalty: 3162.856689
	Iteration 20F: 3 clusters Score -62961.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -63029.835938 Penalty: 3162.856689
	Iteration 21Q: 3 clusters Score -63029.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63077.593750 Penalty: 3162.856689
	Iteration 22Q: 3 clusters Score -63077.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63090.148438 Penalty: 3162.856689
	Iteration 23Q: 3 clusters Score -63090.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63104.015625 Penalty: 3162.856689
	Iteration 24Q: 3 clusters Score -63104.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63113.621094 Penalty: 3162.856689
	Iteration 25Q: 3 clusters Score -63113.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63120.128906 Penalty: 3162.856689
	Iteration 26Q: 3 clusters Score -63120.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -63127.105469 Penalty: 3162.856689
	Iteration 27Q: 3 clusters Score -63127.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -63127.105469 Penalty: 3162.856689
	Iteration 28F: 3 clusters Score -63127.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Entering Unmasked Estep 
Score: -316979.531250 Penalty: 1968.203003
	Iteration 0F: 2 clusters Score -316979.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -313903.937500 Penalty: 3936.406006
	Iteration 0F: 3 clusters Score -313903.9 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -314586.000000 Penalty: 3936.406006
	Iteration 1F: 3 clusters Score -314586 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -314791.125000 Penalty: 3936.406006
	Iteration 2F: 3 clusters Score -314791.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -314961.968750 Penalty: 3936.406006
	Iteration 3F: 3 clusters Score -314962 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -315094.718750 Penalty: 3936.406006
	Iteration 4Q: 3 clusters Score -315094.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -315251.187500 Penalty: 3936.406006
	Iteration 5Q: 3 clusters Score -315251.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -315386.125000 Penalty: 3936.406006
	Iteration 6Q: 3 clusters Score -315386.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -315482.875000 Penalty: 3936.406006
	Iteration 7Q: 3 clusters Score -315482.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -315532.781250 Penalty: 3936.406006
	Iteration 8Q: 3 clusters Score -315532.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -315565.156250 Penalty: 3936.406006
	Iteration 9Q: 3 clusters Score -315565.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -315594.500000 Penalty: 3936.406006
	Iteration 10Q: 3 clusters Score -315594.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -315624.593750 Penalty: 3936.406006
	Iteration 11Q: 3 clusters Score -315624.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -315652.125000 Penalty: 3936.406006
	Iteration 12Q: 3 clusters Score -315652.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -315670.312500 Penalty: 3936.406006
	Iteration 13Q: 3 clusters Score -315670.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -315686.531250 Penalty: 3936.406006
	Iteration 14Q: 3 clusters Score -315686.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -315700.125000 Penalty: 3936.406006
	Iteration 15Q: 3 clusters Score -315700.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -315712.062500 Penalty: 3936.406006
	Iteration 16Q: 3 clusters Score -315712.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -315732.531250 Penalty: 3936.406006
	Iteration 17Q: 3 clusters Score -315732.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -315761.500000 Penalty: 3936.406006
	Iteration 18Q: 3 clusters Score -315761.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -315773.187500 Penalty: 3936.406006
	Iteration 19Q: 3 clusters Score -315773.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -315779.250000 Penalty: 3936.406006
	Iteration 20F: 3 clusters Score -315779.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -315783.281250 Penalty: 3936.406006
	Iteration 21Q: 3 clusters Score -315783.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -315786.937500 Penalty: 3936.406006
	Iteration 22Q: 3 clusters Score -315786.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -315790.750000 Penalty: 3936.406006
	Iteration 23Q: 3 clusters Score -315790.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -315795.937500 Penalty: 3936.406006
	Iteration 24Q: 3 clusters Score -315795.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -315797.250000 Penalty: 3936.406006
	Iteration 25Q: 3 clusters Score -315797.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -315798.062500 Penalty: 3936.406006
	Iteration 26Q: 3 clusters Score -315798.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -315798.343750 Penalty: 3936.406006
	Iteration 27Q: 3 clusters Score -315798.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -315798.343750 Penalty: 3936.406006
	Iteration 28F: 3 clusters Score -315798.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Entering Unmasked Estep 
Score: -488013.281250 Penalty: 2057.852539
	Iteration 0F: 2 clusters Score -488013.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -484109.343750 Penalty: 4115.705078
	Iteration 0F: 3 clusters Score -484109.3 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -484892.406250 Penalty: 4115.705078
	Iteration 1F: 3 clusters Score -484892.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -485072.312500 Penalty: 4115.705078
	Iteration 2F: 3 clusters Score -485072.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -485189.437500 Penalty: 4115.705078
	Iteration 3Q: 3 clusters Score -485189.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -485282.062500 Penalty: 4115.705078
	Iteration 4Q: 3 clusters Score -485282.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -485344.687500 Penalty: 4115.705078
	Iteration 5Q: 3 clusters Score -485344.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -485392.593750 Penalty: 4115.705078
	Iteration 6Q: 3 clusters Score -485392.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -485423.906250 Penalty: 4115.705078
	Iteration 7Q: 3 clusters Score -485423.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -485447.250000 Penalty: 4115.705078
	Iteration 8Q: 3 clusters Score -485447.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -485464.812500 Penalty: 4115.705078
	Iteration 9Q: 3 clusters Score -485464.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -485483.281250 Penalty: 4115.705078
	Iteration 10Q: 3 clusters Score -485483.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -485499.562500 Penalty: 4115.705078
	Iteration 11Q: 3 clusters Score -485499.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -485512.843750 Penalty: 4115.705078
	Iteration 12Q: 3 clusters Score -485512.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -485525.531250 Penalty: 4115.705078
	Iteration 13Q: 3 clusters Score -485525.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -485533.531250 Penalty: 4115.705078
	Iteration 14Q: 3 clusters Score -485533.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -485542.593750 Penalty: 4115.705078
	Iteration 15Q: 3 clusters Score -485542.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -485546.343750 Penalty: 4115.705078
	Iteration 16Q: 3 clusters Score -485546.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -485549.812500 Penalty: 4115.705078
	Iteration 17Q: 3 clusters Score -485549.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -485553.000000 Penalty: 4115.705078
	Iteration 18Q: 3 clusters Score -485553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -485556.968750 Penalty: 4115.705078
	Iteration 19Q: 3 clusters Score -485557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -485562.375000 Penalty: 4115.705078
	Iteration 20F: 3 clusters Score -485562.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -485565.343750 Penalty: 4115.705078
	Iteration 21Q: 3 clusters Score -485565.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -485568.406250 Penalty: 4115.705078
	Iteration 22Q: 3 clusters Score -485568.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -485577.187500 Penalty: 4115.705078
	Iteration 23Q: 3 clusters Score -485577.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -485585.718750 Penalty: 4115.705078
	Iteration 24Q: 3 clusters Score -485585.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -485591.062500 Penalty: 4115.705078
	Iteration 25Q: 3 clusters Score -485591.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -485595.437500 Penalty: 4115.705078
	Iteration 26Q: 3 clusters Score -485595.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -485600.562500 Penalty: 4115.705078
	Iteration 27Q: 3 clusters Score -485600.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -485605.906250 Penalty: 4115.705078
	Iteration 28Q: 3 clusters Score -485605.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -485609.093750 Penalty: 4115.705078
	Iteration 29Q: 3 clusters Score -485609.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -485614.500000 Penalty: 4115.705078
	Iteration 30Q: 3 clusters Score -485614.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -485618.218750 Penalty: 4115.705078
	Iteration 31Q: 3 clusters Score -485618.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -485620.312500 Penalty: 4115.705078
	Iteration 32Q: 3 clusters Score -485620.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -485623.062500 Penalty: 4115.705078
	Iteration 33Q: 3 clusters Score -485623.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -485623.968750 Penalty: 4115.705078
	Iteration 34Q: 3 clusters Score -485624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -485625.125000 Penalty: 4115.705078
	Iteration 35Q: 3 clusters Score -485625.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -485625.750000 Penalty: 4115.705078
	Iteration 36Q: 3 clusters Score -485625.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -485626.968750 Penalty: 4115.705078
	Iteration 37Q: 3 clusters Score -485627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -485629.562500 Penalty: 4115.705078
	Iteration 38Q: 3 clusters Score -485629.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -485632.062500 Penalty: 4115.705078
	Iteration 39Q: 3 clusters Score -485632.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -485634.562500 Penalty: 4115.705078
	Iteration 40F: 3 clusters Score -485634.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -485638.656250 Penalty: 4115.705078
	Iteration 41Q: 3 clusters Score -485638.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -485640.968750 Penalty: 4115.705078
	Iteration 42Q: 3 clusters Score -485641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -485644.718750 Penalty: 4115.705078
	Iteration 43Q: 3 clusters Score -485644.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -485647.250000 Penalty: 4115.705078
	Iteration 44Q: 3 clusters Score -485647.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -485649.937500 Penalty: 4115.705078
	Iteration 45Q: 3 clusters Score -485649.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -485653.437500 Penalty: 4115.705078
	Iteration 46Q: 3 clusters Score -485653.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -485655.875000 Penalty: 4115.705078
	Iteration 47Q: 3 clusters Score -485655.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -485658.656250 Penalty: 4115.705078
	Iteration 48Q: 3 clusters Score -485658.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -485662.000000 Penalty: 4115.705078
	Iteration 49Q: 3 clusters Score -485662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -485665.687500 Penalty: 4115.705078
	Iteration 50Q: 3 clusters Score -485665.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -485673.187500 Penalty: 4115.705078
	Iteration 51Q: 3 clusters Score -485673.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -485680.468750 Penalty: 4115.705078
	Iteration 52Q: 3 clusters Score -485680.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -485687.406250 Penalty: 4115.705078
	Iteration 53Q: 3 clusters Score -485687.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -485693.468750 Penalty: 4115.705078
	Iteration 54Q: 3 clusters Score -485693.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -485695.750000 Penalty: 4115.705078
	Iteration 55Q: 3 clusters Score -485695.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -485698.218750 Penalty: 4115.705078
	Iteration 56Q: 3 clusters Score -485698.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -485701.687500 Penalty: 4115.705078
	Iteration 57Q: 3 clusters Score -485701.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -485705.062500 Penalty: 4115.705078
	Iteration 58Q: 3 clusters Score -485705.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -485710.718750 Penalty: 4115.705078
	Iteration 59Q: 3 clusters Score -485710.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -485717.000000 Penalty: 4115.705078
	Iteration 60F: 3 clusters Score -485717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -485723.312500 Penalty: 4115.705078
	Iteration 61Q: 3 clusters Score -485723.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -485730.156250 Penalty: 4115.705078
	Iteration 62Q: 3 clusters Score -485730.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -485733.625000 Penalty: 4115.705078
	Iteration 63Q: 3 clusters Score -485733.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -485736.750000 Penalty: 4115.705078
	Iteration 64Q: 3 clusters Score -485736.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -485740.531250 Penalty: 4115.705078
	Iteration 65Q: 3 clusters Score -485740.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -485741.625000 Penalty: 4115.705078
	Iteration 66Q: 3 clusters Score -485741.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -485746.906250 Penalty: 4115.705078
	Iteration 67Q: 3 clusters Score -485746.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -485751.531250 Penalty: 4115.705078
	Iteration 68Q: 3 clusters Score -485751.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -485754.656250 Penalty: 4115.705078
	Iteration 69Q: 3 clusters Score -485754.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -485756.218750 Penalty: 4115.705078
	Iteration 70Q: 3 clusters Score -485756.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -485757.500000 Penalty: 4115.705078
	Iteration 71Q: 3 clusters Score -485757.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -485758.437500 Penalty: 4115.705078
	Iteration 72Q: 3 clusters Score -485758.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -485758.968750 Penalty: 4115.705078
	Iteration 73Q: 3 clusters Score -485759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -485760.875000 Penalty: 4115.705078
	Iteration 74Q: 3 clusters Score -485760.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -485763.500000 Penalty: 4115.705078
	Iteration 75Q: 3 clusters Score -485763.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -485763.843750 Penalty: 4115.705078
	Iteration 76Q: 3 clusters Score -485763.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -485766.250000 Penalty: 4115.705078
	Iteration 77Q: 3 clusters Score -485766.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -485766.625000 Penalty: 4115.705078
	Iteration 78Q: 3 clusters Score -485766.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -485768.718750 Penalty: 4115.705078
	Iteration 79Q: 3 clusters Score -485768.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -485769.250000 Penalty: 4115.705078
	Iteration 80F: 3 clusters Score -485769.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -485770.000000 Penalty: 4115.705078
	Iteration 81Q: 3 clusters Score -485770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -485771.500000 Penalty: 4115.705078
	Iteration 82Q: 3 clusters Score -485771.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -485772.531250 Penalty: 4115.705078
	Iteration 83Q: 3 clusters Score -485772.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -485773.312500 Penalty: 4115.705078
	Iteration 84Q: 3 clusters Score -485773.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -485777.062500 Penalty: 4115.705078
	Iteration 85Q: 3 clusters Score -485777.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -485778.906250 Penalty: 4115.705078
	Iteration 86Q: 3 clusters Score -485778.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -485782.875000 Penalty: 4115.705078
	Iteration 87Q: 3 clusters Score -485782.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -485787.156250 Penalty: 4115.705078
	Iteration 88Q: 3 clusters Score -485787.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -485791.843750 Penalty: 4115.705078
	Iteration 89Q: 3 clusters Score -485791.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -485795.343750 Penalty: 4115.705078
	Iteration 90Q: 3 clusters Score -485795.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -485799.687500 Penalty: 4115.705078
	Iteration 91Q: 3 clusters Score -485799.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -485801.406250 Penalty: 4115.705078
	Iteration 92Q: 3 clusters Score -485801.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -485803.625000 Penalty: 4115.705078
	Iteration 93Q: 3 clusters Score -485803.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -485804.531250 Penalty: 4115.705078
	Iteration 94Q: 3 clusters Score -485804.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -485804.531250 Penalty: 4115.705078
	Iteration 95F: 3 clusters Score -485804.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -46166.210938 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -46166.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44725.199219 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -44725.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -45000.476562 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -45000.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45133.789062 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -45133.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45266.800781 Penalty: 3050.698975
	Iteration 3F: 3 clusters Score -45266.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45364.824219 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -45364.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45438.500000 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -45438.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45515.871094 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -45515.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45608.476562 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -45608.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45752.015625 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -45752.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45904.570312 Penalty: 3050.698975
	Iteration 9Q: 3 clusters Score -45904.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46163.535156 Penalty: 3050.698975
	Iteration 10Q: 3 clusters Score -46163.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -46367.339844 Penalty: 3050.698975
	Iteration 11Q: 3 clusters Score -46367.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46537.988281 Penalty: 3050.698975
	Iteration 12Q: 3 clusters Score -46537.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46626.617188 Penalty: 3050.698975
	Iteration 13Q: 3 clusters Score -46626.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46746.683594 Penalty: 3050.698975
	Iteration 14Q: 3 clusters Score -46746.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46769.453125 Penalty: 3050.698975
	Iteration 15Q: 3 clusters Score -46769.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46769.453125 Penalty: 3050.698975
	Iteration 16F: 3 clusters Score -46769.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 82129 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2797 members 
Mstep: Class 5 contains 4015 members 
Mstep: Class 6 contains 251 members 
Mstep: Class 7 contains 10321 members 
Mstep: Class 8 contains 18084 members 
Mstep: Class 9 contains 295266 members 
Mstep: Class 10 contains 4245 members 
Mstep: Class 11 contains 10349 members 
Mstep: Class 12 contains 58473 members 
Mstep: Class 13 contains 19728 members 
Mstep: Class 14 contains 22434 members 
Mstep: Class 15 contains 29007 members 
Mstep: Class 16 contains 16636 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 107355 members 
Mstep: Class 19 contains 3902 members 
Mstep: Class 20 contains 194962 members 
Mstep: Class 21 contains 20752 members 
Mstep: Class 22 contains 2603 members 
Mstep: Class 23 contains 7020 members 
Mstep: Class 24 contains 39712 members 
Mstep: Class 25 contains 289726 members 
Mstep: Class 26 contains 16983 members 
Mstep: Class 27 contains 218 members 
Entering Unmasked Estep 
Score: -154607248.000000 Penalty: 94130.875000
Splitting cluster 6 changes total score from -154608576.000000 to -154607248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Entering Unmasked Estep 
Score: -1292847.250000 Penalty: 2292.000000
	Iteration 0F: 2 clusters Score -1292847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1284981.750000 Penalty: 4584.000000
	Iteration 0F: 3 clusters Score -1284982 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1287207.750000 Penalty: 4584.000000
	Iteration 1F: 3 clusters Score -1287208 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1287531.375000 Penalty: 4584.000000
	Iteration 2F: 3 clusters Score -1287531 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1287768.375000 Penalty: 4584.000000
	Iteration 3F: 3 clusters Score -1287768 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1287961.375000 Penalty: 4584.000000
	Iteration 4Q: 3 clusters Score -1287961 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1288166.375000 Penalty: 4584.000000
	Iteration 5Q: 3 clusters Score -1288166 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1288386.625000 Penalty: 4584.000000
	Iteration 6Q: 3 clusters Score -1288387 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1288634.000000 Penalty: 4584.000000
	Iteration 7Q: 3 clusters Score -1288634 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1288943.500000 Penalty: 4584.000000
	Iteration 8Q: 3 clusters Score -1288944 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1289271.875000 Penalty: 4584.000000
	Iteration 9Q: 3 clusters Score -1289272 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1289585.375000 Penalty: 4584.000000
	Iteration 10Q: 3 clusters Score -1289585 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1289853.000000 Penalty: 4584.000000
	Iteration 11Q: 3 clusters Score -1289853 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1290089.875000 Penalty: 4584.000000
	Iteration 12Q: 3 clusters Score -1290090 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1290290.625000 Penalty: 4584.000000
	Iteration 13Q: 3 clusters Score -1290291 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1290447.500000 Penalty: 4584.000000
	Iteration 14Q: 3 clusters Score -1290448 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1290554.250000 Penalty: 4584.000000
	Iteration 15Q: 3 clusters Score -1290554 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1290636.625000 Penalty: 4584.000000
	Iteration 16Q: 3 clusters Score -1290637 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1290705.125000 Penalty: 4584.000000
	Iteration 17Q: 3 clusters Score -1290705 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1290749.625000 Penalty: 4584.000000
	Iteration 18Q: 3 clusters Score -1290750 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1290788.875000 Penalty: 4584.000000
	Iteration 19Q: 3 clusters Score -1290789 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1290825.250000 Penalty: 4584.000000
	Iteration 20F: 3 clusters Score -1290825 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1290863.250000 Penalty: 4584.000000
	Iteration 21Q: 3 clusters Score -1290863 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1290901.625000 Penalty: 4584.000000
	Iteration 22Q: 3 clusters Score -1290902 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1290929.000000 Penalty: 4584.000000
	Iteration 23Q: 3 clusters Score -1290929 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1290963.875000 Penalty: 4584.000000
	Iteration 24Q: 3 clusters Score -1290964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1290991.125000 Penalty: 4584.000000
	Iteration 25Q: 3 clusters Score -1290991 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1291011.875000 Penalty: 4584.000000
	Iteration 26Q: 3 clusters Score -1291012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1291025.875000 Penalty: 4584.000000
	Iteration 27Q: 3 clusters Score -1291026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1291036.875000 Penalty: 4584.000000
	Iteration 28Q: 3 clusters Score -1291037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1291045.375000 Penalty: 4584.000000
	Iteration 29Q: 3 clusters Score -1291045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1291054.875000 Penalty: 4584.000000
	Iteration 30Q: 3 clusters Score -1291055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1291064.875000 Penalty: 4584.000000
	Iteration 31Q: 3 clusters Score -1291065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1291069.125000 Penalty: 4584.000000
	Iteration 32Q: 3 clusters Score -1291069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1291075.250000 Penalty: 4584.000000
	Iteration 33Q: 3 clusters Score -1291075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1291082.250000 Penalty: 4584.000000
	Iteration 34Q: 3 clusters Score -1291082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1291086.625000 Penalty: 4584.000000
	Iteration 35Q: 3 clusters Score -1291087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1291092.500000 Penalty: 4584.000000
	Iteration 36Q: 3 clusters Score -1291092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1291097.500000 Penalty: 4584.000000
	Iteration 37Q: 3 clusters Score -1291098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1291105.000000 Penalty: 4584.000000
	Iteration 38Q: 3 clusters Score -1291105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1291114.500000 Penalty: 4584.000000
	Iteration 39Q: 3 clusters Score -1291114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1291118.000000 Penalty: 4584.000000
	Iteration 40F: 3 clusters Score -1291118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1291123.750000 Penalty: 4584.000000
	Iteration 41Q: 3 clusters Score -1291124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1291132.125000 Penalty: 4584.000000
	Iteration 42Q: 3 clusters Score -1291132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1291138.375000 Penalty: 4584.000000
	Iteration 43Q: 3 clusters Score -1291138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1291146.125000 Penalty: 4584.000000
	Iteration 44Q: 3 clusters Score -1291146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1291150.125000 Penalty: 4584.000000
	Iteration 45Q: 3 clusters Score -1291150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1291150.250000 Penalty: 4584.000000
	Iteration 46Q: 3 clusters Score -1291150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1291153.625000 Penalty: 4584.000000
	Iteration 47Q: 3 clusters Score -1291154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1291156.875000 Penalty: 4584.000000
	Iteration 48Q: 3 clusters Score -1291157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1291155.625000 Penalty: 4584.000000
	Iteration 49Q: 3 clusters Score -1291156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1291156.875000 Penalty: 4584.000000
	Iteration 50Q: 3 clusters Score -1291157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1291156.875000 Penalty: 4584.000000
	Iteration 51F: 3 clusters Score -1291157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Entering Unmasked Estep 
Score: -2267135.750000 Penalty: 2431.090088
	Iteration 0F: 2 clusters Score -2267136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2254239.750000 Penalty: 4862.180176
	Iteration 0F: 3 clusters Score -2254240 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2258410.000000 Penalty: 4862.180176
	Iteration 1F: 3 clusters Score -2258410 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2258747.250000 Penalty: 4862.180176
	Iteration 2F: 3 clusters Score -2258747 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2258967.250000 Penalty: 4862.180176
	Iteration 3Q: 3 clusters Score -2258967 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2259127.750000 Penalty: 4862.180176
	Iteration 4Q: 3 clusters Score -2259128 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2259251.250000 Penalty: 4862.180176
	Iteration 5Q: 3 clusters Score -2259251 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2259340.250000 Penalty: 4862.180176
	Iteration 6Q: 3 clusters Score -2259340 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2259420.750000 Penalty: 4862.180176
	Iteration 7Q: 3 clusters Score -2259421 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2259496.750000 Penalty: 4862.180176
	Iteration 8Q: 3 clusters Score -2259497 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2259574.750000 Penalty: 4862.180176
	Iteration 9Q: 3 clusters Score -2259575 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2259651.250000 Penalty: 4862.180176
	Iteration 10Q: 3 clusters Score -2259651 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2259725.500000 Penalty: 4862.180176
	Iteration 11Q: 3 clusters Score -2259726 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2259801.500000 Penalty: 4862.180176
	Iteration 12Q: 3 clusters Score -2259802 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2259875.000000 Penalty: 4862.180176
	Iteration 13Q: 3 clusters Score -2259875 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2259961.250000 Penalty: 4862.180176
	Iteration 14Q: 3 clusters Score -2259961 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2260072.000000 Penalty: 4862.180176
	Iteration 15Q: 3 clusters Score -2260072 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2260198.500000 Penalty: 4862.180176
	Iteration 16Q: 3 clusters Score -2260198 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2260372.750000 Penalty: 4862.180176
	Iteration 17Q: 3 clusters Score -2260373 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2260641.250000 Penalty: 4862.180176
	Iteration 18Q: 3 clusters Score -2260641 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2260941.250000 Penalty: 4862.180176
	Iteration 19Q: 3 clusters Score -2260941 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2261302.500000 Penalty: 4862.180176
	Iteration 20F: 3 clusters Score -2261302 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2261761.500000 Penalty: 4862.180176
	Iteration 21Q: 3 clusters Score -2261762 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2262261.500000 Penalty: 4862.180176
	Iteration 22Q: 3 clusters Score -2262262 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2262772.500000 Penalty: 4862.180176
	Iteration 23Q: 3 clusters Score -2262772 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2263281.250000 Penalty: 4862.180176
	Iteration 24Q: 3 clusters Score -2263281 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2263689.750000 Penalty: 4862.180176
	Iteration 25Q: 3 clusters Score -2263690 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2263996.750000 Penalty: 4862.180176
	Iteration 26Q: 3 clusters Score -2263997 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2264259.250000 Penalty: 4862.180176
	Iteration 27Q: 3 clusters Score -2264259 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2264424.750000 Penalty: 4862.180176
	Iteration 28Q: 3 clusters Score -2264425 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2264543.500000 Penalty: 4862.180176
	Iteration 29Q: 3 clusters Score -2264544 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2264643.750000 Penalty: 4862.180176
	Iteration 30Q: 3 clusters Score -2264644 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2264721.000000 Penalty: 4862.180176
	Iteration 31Q: 3 clusters Score -2264721 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2264776.500000 Penalty: 4862.180176
	Iteration 32Q: 3 clusters Score -2264776 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2264815.500000 Penalty: 4862.180176
	Iteration 33Q: 3 clusters Score -2264816 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2264867.000000 Penalty: 4862.180176
	Iteration 34Q: 3 clusters Score -2264867 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2264905.000000 Penalty: 4862.180176
	Iteration 35Q: 3 clusters Score -2264905 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2264931.000000 Penalty: 4862.180176
	Iteration 36Q: 3 clusters Score -2264931 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2264960.500000 Penalty: 4862.180176
	Iteration 37Q: 3 clusters Score -2264960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2264983.250000 Penalty: 4862.180176
	Iteration 38Q: 3 clusters Score -2264983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2264992.750000 Penalty: 4862.180176
	Iteration 39Q: 3 clusters Score -2264993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2265010.250000 Penalty: 4862.180176
	Iteration 40F: 3 clusters Score -2265010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2265033.000000 Penalty: 4862.180176
	Iteration 41Q: 3 clusters Score -2265033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2265041.000000 Penalty: 4862.180176
	Iteration 42Q: 3 clusters Score -2265041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2265044.500000 Penalty: 4862.180176
	Iteration 43Q: 3 clusters Score -2265044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2265055.250000 Penalty: 4862.180176
	Iteration 44Q: 3 clusters Score -2265055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2265061.750000 Penalty: 4862.180176
	Iteration 45Q: 3 clusters Score -2265062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2265061.500000 Penalty: 4862.180176
	Iteration 46Q: 3 clusters Score -2265062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2265061.500000 Penalty: 4862.180176
	Iteration 47Q: 3 clusters Score -2265062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2265063.750000 Penalty: 4862.180176
	Iteration 48Q: 3 clusters Score -2265064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2265064.000000 Penalty: 4862.180176
	Iteration 49Q: 3 clusters Score -2265064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2265064.500000 Penalty: 4862.180176
	Iteration 50Q: 3 clusters Score -2265064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2265065.750000 Penalty: 4862.180176
	Iteration 51Q: 3 clusters Score -2265066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2265067.000000 Penalty: 4862.180176
	Iteration 52Q: 3 clusters Score -2265067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2265066.750000 Penalty: 4862.180176
	Iteration 53Q: 3 clusters Score -2265067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2265066.750000 Penalty: 4862.180176
	Iteration 54F: 3 clusters Score -2265067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (295266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295266 members 
Entering Unmasked Estep 
Score: -36588064.000000 Penalty: 3123.716553
	Iteration 0F: 2 clusters Score -3.658806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147527 members 
Mstep: Class 2 contains 147739 members 
Entering Unmasked Estep 
Score: -36402608.000000 Penalty: 6247.433105
	Iteration 0F: 3 clusters Score -3.640261e+07 nChanged 142848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143209 members 
Mstep: Class 2 contains 152057 members 
Entering Unmasked Estep 
Score: -36486708.000000 Penalty: 6247.433105
	Iteration 1F: 3 clusters Score -3.648671e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140629 members 
Mstep: Class 2 contains 154637 members 
Entering Unmasked Estep 
Score: -36488460.000000 Penalty: 6247.433105
	Iteration 2Q: 3 clusters Score -3.648846e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136477 members 
Mstep: Class 2 contains 158789 members 
Entering Unmasked Estep 
Score: -36490644.000000 Penalty: 6247.433105
	Iteration 3Q: 3 clusters Score -3.649064e+07 nChanged 10576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129819 members 
Mstep: Class 2 contains 165447 members 
Entering Unmasked Estep 
Score: -36494160.000000 Penalty: 6247.433105
	Iteration 4Q: 3 clusters Score -3.649416e+07 nChanged 14078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119557 members 
Mstep: Class 2 contains 175709 members 
Entering Unmasked Estep 
Score: -36500036.000000 Penalty: 6247.433105
	Iteration 5Q: 3 clusters Score -3.650004e+07 nChanged 18627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104744 members 
Mstep: Class 2 contains 190522 members 
Entering Unmasked Estep 
Score: -36510832.000000 Penalty: 6247.433105
	Iteration 6F: 3 clusters Score -3.651083e+07 nChanged 23303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85491 members 
Mstep: Class 2 contains 209775 members 
Entering Unmasked Estep 
Score: -36527316.000000 Penalty: 6247.433105
	Iteration 7F: 3 clusters Score -3.652732e+07 nChanged 24251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65310 members 
Mstep: Class 2 contains 229956 members 
Entering Unmasked Estep 
Score: -36546980.000000 Penalty: 6247.433105
	Iteration 8F: 3 clusters Score -3.654698e+07 nChanged 19442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 245378 members 
Entering Unmasked Estep 
Score: -36563992.000000 Penalty: 6247.433105
	Iteration 9F: 3 clusters Score -3.656399e+07 nChanged 13046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 254588 members 
Entering Unmasked Estep 
Score: -36575356.000000 Penalty: 6247.433105
	Iteration 10Q: 3 clusters Score -3.657536e+07 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 259817 members 
Entering Unmasked Estep 
Score: -36582000.000000 Penalty: 6247.433105
	Iteration 11Q: 3 clusters Score -3.6582e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 263577 members 
Entering Unmasked Estep 
Score: -36584740.000000 Penalty: 6247.433105
	Iteration 12Q: 3 clusters Score -3.658474e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 266850 members 
Entering Unmasked Estep 
Score: -36586148.000000 Penalty: 6247.433105
	Iteration 13Q: 3 clusters Score -3.658615e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 269819 members 
Entering Unmasked Estep 
Score: -36586888.000000 Penalty: 6247.433105
	Iteration 14Q: 3 clusters Score -3.658689e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 272536 members 
Entering Unmasked Estep 
Score: -36587464.000000 Penalty: 6247.433105
	Iteration 15Q: 3 clusters Score -3.658746e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 275002 members 
Entering Unmasked Estep 
Score: -36588000.000000 Penalty: 6247.433105
	Iteration 16Q: 3 clusters Score -3.6588e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 277269 members 
Entering Unmasked Estep 
Score: -36588256.000000 Penalty: 6247.433105
	Iteration 17Q: 3 clusters Score -3.658826e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 279260 members 
Entering Unmasked Estep 
Score: -36588128.000000 Penalty: 6247.433105
	Iteration 18Q: 3 clusters Score -3.658813e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 281028 members 
Entering Unmasked Estep 
Score: -36588048.000000 Penalty: 6247.433105
	Iteration 19Q: 3 clusters Score -3.658805e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 282550 members 
Entering Unmasked Estep 
Score: -36588216.000000 Penalty: 6247.433105
	Iteration 20F: 3 clusters Score -3.658822e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 283959 members 
Entering Unmasked Estep 
Score: -36588080.000000 Penalty: 6247.433105
	Iteration 21Q: 3 clusters Score -3.658808e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 285173 members 
Entering Unmasked Estep 
Score: -36587944.000000 Penalty: 6247.433105
	Iteration 22Q: 3 clusters Score -3.658794e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 286255 members 
Entering Unmasked Estep 
Score: -36587900.000000 Penalty: 6247.433105
	Iteration 23Q: 3 clusters Score -3.65879e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 287211 members 
Entering Unmasked Estep 
Score: -36587948.000000 Penalty: 6247.433105
	Iteration 24Q: 3 clusters Score -3.658795e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 288048 members 
Entering Unmasked Estep 
Score: -36587836.000000 Penalty: 6247.433105
	Iteration 25Q: 3 clusters Score -3.658784e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 288762 members 
Entering Unmasked Estep 
Score: -36587868.000000 Penalty: 6247.433105
	Iteration 26Q: 3 clusters Score -3.658787e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 289329 members 
Entering Unmasked Estep 
Score: -36587728.000000 Penalty: 6247.433105
	Iteration 27Q: 3 clusters Score -3.658773e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 289813 members 
Entering Unmasked Estep 
Score: -36587656.000000 Penalty: 6247.433105
	Iteration 28Q: 3 clusters Score -3.658766e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 290254 members 
Entering Unmasked Estep 
Score: -36587604.000000 Penalty: 6247.433105
	Iteration 29Q: 3 clusters Score -3.65876e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 290630 members 
Entering Unmasked Estep 
Score: -36587508.000000 Penalty: 6247.433105
	Iteration 30Q: 3 clusters Score -3.658751e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 290969 members 
Entering Unmasked Estep 
Score: -36587472.000000 Penalty: 6247.433105
	Iteration 31Q: 3 clusters Score -3.658747e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 291243 members 
Entering Unmasked Estep 
Score: -36587408.000000 Penalty: 6247.433105
	Iteration 32Q: 3 clusters Score -3.658741e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 291498 members 
Entering Unmasked Estep 
Score: -36587352.000000 Penalty: 6247.433105
	Iteration 33Q: 3 clusters Score -3.658735e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 291728 members 
Entering Unmasked Estep 
Score: -36587240.000000 Penalty: 6247.433105
	Iteration 34Q: 3 clusters Score -3.658724e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 291915 members 
Entering Unmasked Estep 
Score: -36587248.000000 Penalty: 6247.433105
	Iteration 35Q: 3 clusters Score -3.658725e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 292087 members 
Entering Unmasked Estep 
Score: -36587232.000000 Penalty: 6247.433105
	Iteration 36Q: 3 clusters Score -3.658723e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 292245 members 
Entering Unmasked Estep 
Score: -36587128.000000 Penalty: 6247.433105
	Iteration 37Q: 3 clusters Score -3.658713e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 292371 members 
Entering Unmasked Estep 
Score: -36587044.000000 Penalty: 6247.433105
	Iteration 38Q: 3 clusters Score -3.658704e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 292496 members 
Entering Unmasked Estep 
Score: -36587044.000000 Penalty: 6247.433105
	Iteration 39Q: 3 clusters Score -3.658704e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 292604 members 
Entering Unmasked Estep 
Score: -36587028.000000 Penalty: 6247.433105
	Iteration 40F: 3 clusters Score -3.658703e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 292696 members 
Entering Unmasked Estep 
Score: -36586980.000000 Penalty: 6247.433105
	Iteration 41Q: 3 clusters Score -3.658698e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 292774 members 
Entering Unmasked Estep 
Score: -36586960.000000 Penalty: 6247.433105
	Iteration 42Q: 3 clusters Score -3.658696e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 292837 members 
Entering Unmasked Estep 
Score: -36586964.000000 Penalty: 6247.433105
	Iteration 43Q: 3 clusters Score -3.658696e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 292900 members 
Entering Unmasked Estep 
Score: -36586932.000000 Penalty: 6247.433105
	Iteration 44Q: 3 clusters Score -3.658693e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 292955 members 
Entering Unmasked Estep 
Score: -36586880.000000 Penalty: 6247.433105
	Iteration 45Q: 3 clusters Score -3.658688e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 293007 members 
Entering Unmasked Estep 
Score: -36586868.000000 Penalty: 6247.433105
	Iteration 46Q: 3 clusters Score -3.658687e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 293053 members 
Entering Unmasked Estep 
Score: -36586852.000000 Penalty: 6247.433105
	Iteration 47Q: 3 clusters Score -3.658685e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 293084 members 
Entering Unmasked Estep 
Score: -36586840.000000 Penalty: 6247.433105
	Iteration 48Q: 3 clusters Score -3.658684e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 293111 members 
Entering Unmasked Estep 
Score: -36586816.000000 Penalty: 6247.433105
	Iteration 49Q: 3 clusters Score -3.658682e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 293147 members 
Entering Unmasked Estep 
Score: -36586772.000000 Penalty: 6247.433105
	Iteration 50Q: 3 clusters Score -3.658677e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 293187 members 
Entering Unmasked Estep 
Score: -36586808.000000 Penalty: 6247.433105
	Iteration 51Q: 3 clusters Score -3.658681e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 293210 members 
Entering Unmasked Estep 
Score: -36586768.000000 Penalty: 6247.433105
	Iteration 52Q: 3 clusters Score -3.658677e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 293229 members 
Entering Unmasked Estep 
Score: -36586756.000000 Penalty: 6247.433105
	Iteration 53Q: 3 clusters Score -3.658676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 293243 members 
Entering Unmasked Estep 
Score: -36586772.000000 Penalty: 6247.433105
	Iteration 54Q: 3 clusters Score -3.658677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 293256 members 
Entering Unmasked Estep 
Score: -36586780.000000 Penalty: 6247.433105
	Iteration 55Q: 3 clusters Score -3.658678e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 293268 members 
Entering Unmasked Estep 
Score: -36586760.000000 Penalty: 6247.433105
	Iteration 56Q: 3 clusters Score -3.658676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 293276 members 
Entering Unmasked Estep 
Score: -36586760.000000 Penalty: 6247.433105
	Iteration 57Q: 3 clusters Score -3.658676e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 293291 members 
Entering Unmasked Estep 
Score: -36586740.000000 Penalty: 6247.433105
	Iteration 58Q: 3 clusters Score -3.658674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 293302 members 
Entering Unmasked Estep 
Score: -36586708.000000 Penalty: 6247.433105
	Iteration 59Q: 3 clusters Score -3.658671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 293312 members 
Entering Unmasked Estep 
Score: -36586760.000000 Penalty: 6247.433105
	Iteration 60F: 3 clusters Score -3.658676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 293326 members 
Entering Unmasked Estep 
Score: -36586780.000000 Penalty: 6247.433105
	Iteration 61Q: 3 clusters Score -3.658678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 293339 members 
Entering Unmasked Estep 
Score: -36586776.000000 Penalty: 6247.433105
	Iteration 62Q: 3 clusters Score -3.658678e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 293356 members 
Entering Unmasked Estep 
Score: -36586780.000000 Penalty: 6247.433105
	Iteration 63Q: 3 clusters Score -3.658678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 293367 members 
Entering Unmasked Estep 
Score: -36586756.000000 Penalty: 6247.433105
	Iteration 64Q: 3 clusters Score -3.658676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 293376 members 
Entering Unmasked Estep 
Score: -36586784.000000 Penalty: 6247.433105
	Iteration 65Q: 3 clusters Score -3.658678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 293385 members 
Entering Unmasked Estep 
Score: -36586780.000000 Penalty: 6247.433105
	Iteration 66Q: 3 clusters Score -3.658678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 293392 members 
Entering Unmasked Estep 
Score: -36586768.000000 Penalty: 6247.433105
	Iteration 67Q: 3 clusters Score -3.658677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 293400 members 
Entering Unmasked Estep 
Score: -36586748.000000 Penalty: 6247.433105
	Iteration 68Q: 3 clusters Score -3.658675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 293405 members 
Entering Unmasked Estep 
Score: -36586756.000000 Penalty: 6247.433105
	Iteration 69Q: 3 clusters Score -3.658676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 293411 members 
Entering Unmasked Estep 
Score: -36586744.000000 Penalty: 6247.433105
	Iteration 70Q: 3 clusters Score -3.658674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 293416 members 
Entering Unmasked Estep 
Score: -36586720.000000 Penalty: 6247.433105
	Iteration 71Q: 3 clusters Score -3.658672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 293429 members 
Entering Unmasked Estep 
Score: -36586716.000000 Penalty: 6247.433105
	Iteration 72Q: 3 clusters Score -3.658672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 293435 members 
Entering Unmasked Estep 
Score: -36586716.000000 Penalty: 6247.433105
	Iteration 73Q: 3 clusters Score -3.658672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 293439 members 
Entering Unmasked Estep 
Score: -36586748.000000 Penalty: 6247.433105
	Iteration 74Q: 3 clusters Score -3.658675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 293439 members 
Entering Unmasked Estep 
Score: -36586748.000000 Penalty: 6247.433105
	Iteration 75F: 3 clusters Score -3.658675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Entering Unmasked Estep 
Score: -496230.156250 Penalty: 2071.667480
	Iteration 0F: 2 clusters Score -496230.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -492182.531250 Penalty: 4143.334961
	Iteration 0F: 3 clusters Score -492182.5 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -493144.000000 Penalty: 4143.334961
	Iteration 1F: 3 clusters Score -493144 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -493352.625000 Penalty: 4143.334961
	Iteration 2F: 3 clusters Score -493352.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -493493.937500 Penalty: 4143.334961
	Iteration 3F: 3 clusters Score -493493.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -493657.437500 Penalty: 4143.334961
	Iteration 4Q: 3 clusters Score -493657.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -493812.843750 Penalty: 4143.334961
	Iteration 5Q: 3 clusters Score -493812.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -493976.750000 Penalty: 4143.334961
	Iteration 6Q: 3 clusters Score -493976.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -494147.250000 Penalty: 4143.334961
	Iteration 7Q: 3 clusters Score -494147.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -494296.781250 Penalty: 4143.334961
	Iteration 8Q: 3 clusters Score -494296.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -494424.781250 Penalty: 4143.334961
	Iteration 9Q: 3 clusters Score -494424.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -494544.937500 Penalty: 4143.334961
	Iteration 10Q: 3 clusters Score -494544.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -494642.093750 Penalty: 4143.334961
	Iteration 11Q: 3 clusters Score -494642.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -494707.937500 Penalty: 4143.334961
	Iteration 12Q: 3 clusters Score -494707.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -494766.000000 Penalty: 4143.334961
	Iteration 13Q: 3 clusters Score -494766 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -494826.625000 Penalty: 4143.334961
	Iteration 14Q: 3 clusters Score -494826.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -494877.125000 Penalty: 4143.334961
	Iteration 15Q: 3 clusters Score -494877.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -494929.250000 Penalty: 4143.334961
	Iteration 16Q: 3 clusters Score -494929.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -494980.750000 Penalty: 4143.334961
	Iteration 17Q: 3 clusters Score -494980.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -495022.406250 Penalty: 4143.334961
	Iteration 18Q: 3 clusters Score -495022.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -495052.437500 Penalty: 4143.334961
	Iteration 19Q: 3 clusters Score -495052.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -495069.531250 Penalty: 4143.334961
	Iteration 20F: 3 clusters Score -495069.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -495085.250000 Penalty: 4143.334961
	Iteration 21Q: 3 clusters Score -495085.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -495098.156250 Penalty: 4143.334961
	Iteration 22Q: 3 clusters Score -495098.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -495107.375000 Penalty: 4143.334961
	Iteration 23Q: 3 clusters Score -495107.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -495111.750000 Penalty: 4143.334961
	Iteration 24Q: 3 clusters Score -495111.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -495118.000000 Penalty: 4143.334961
	Iteration 25Q: 3 clusters Score -495118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -495121.125000 Penalty: 4143.334961
	Iteration 26Q: 3 clusters Score -495121.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -495123.750000 Penalty: 4143.334961
	Iteration 27Q: 3 clusters Score -495123.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -495125.656250 Penalty: 4143.334961
	Iteration 28Q: 3 clusters Score -495125.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -495127.625000 Penalty: 4143.334961
	Iteration 29Q: 3 clusters Score -495127.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -495129.156250 Penalty: 4143.334961
	Iteration 30Q: 3 clusters Score -495129.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -495131.625000 Penalty: 4143.334961
	Iteration 31Q: 3 clusters Score -495131.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -495133.593750 Penalty: 4143.334961
	Iteration 32Q: 3 clusters Score -495133.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -495137.093750 Penalty: 4143.334961
	Iteration 33Q: 3 clusters Score -495137.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -495139.750000 Penalty: 4143.334961
	Iteration 34Q: 3 clusters Score -495139.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -495141.531250 Penalty: 4143.334961
	Iteration 35Q: 3 clusters Score -495141.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -495145.218750 Penalty: 4143.334961
	Iteration 36Q: 3 clusters Score -495145.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -495148.687500 Penalty: 4143.334961
	Iteration 37Q: 3 clusters Score -495148.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -495150.531250 Penalty: 4143.334961
	Iteration 38Q: 3 clusters Score -495150.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -495151.218750 Penalty: 4143.334961
	Iteration 39Q: 3 clusters Score -495151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -495150.687500 Penalty: 4143.334961
	Iteration 40F: 3 clusters Score -495150.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Entering Unmasked Estep 
Score: -1243243.125000 Penalty: 2292.671875
	Iteration 0F: 2 clusters Score -1243243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1235338.875000 Penalty: 4585.343750
	Iteration 0F: 3 clusters Score -1235339 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1237680.375000 Penalty: 4585.343750
	Iteration 1F: 3 clusters Score -1237680 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1238111.750000 Penalty: 4585.343750
	Iteration 2F: 3 clusters Score -1238112 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1238523.125000 Penalty: 4585.343750
	Iteration 3F: 3 clusters Score -1238523 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1238951.125000 Penalty: 4585.343750
	Iteration 4F: 3 clusters Score -1238951 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1239428.875000 Penalty: 4585.343750
	Iteration 5F: 3 clusters Score -1239429 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1239845.500000 Penalty: 4585.343750
	Iteration 6F: 3 clusters Score -1239846 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1240178.500000 Penalty: 4585.343750
	Iteration 7Q: 3 clusters Score -1240178 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1240437.750000 Penalty: 4585.343750
	Iteration 8Q: 3 clusters Score -1240438 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1240660.125000 Penalty: 4585.343750
	Iteration 9Q: 3 clusters Score -1240660 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1240861.000000 Penalty: 4585.343750
	Iteration 10Q: 3 clusters Score -1240861 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1241037.625000 Penalty: 4585.343750
	Iteration 11Q: 3 clusters Score -1241038 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1241189.250000 Penalty: 4585.343750
	Iteration 12Q: 3 clusters Score -1241189 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1241286.750000 Penalty: 4585.343750
	Iteration 13Q: 3 clusters Score -1241287 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1241365.375000 Penalty: 4585.343750
	Iteration 14Q: 3 clusters Score -1241365 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1241424.875000 Penalty: 4585.343750
	Iteration 15Q: 3 clusters Score -1241425 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1241464.625000 Penalty: 4585.343750
	Iteration 16Q: 3 clusters Score -1241465 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1241493.500000 Penalty: 4585.343750
	Iteration 17Q: 3 clusters Score -1241494 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1241512.250000 Penalty: 4585.343750
	Iteration 18Q: 3 clusters Score -1241512 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1241527.250000 Penalty: 4585.343750
	Iteration 19Q: 3 clusters Score -1241527 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1241544.625000 Penalty: 4585.343750
	Iteration 20F: 3 clusters Score -1241545 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1241551.875000 Penalty: 4585.343750
	Iteration 21Q: 3 clusters Score -1241552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1241562.500000 Penalty: 4585.343750
	Iteration 22Q: 3 clusters Score -1241562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1241571.000000 Penalty: 4585.343750
	Iteration 23Q: 3 clusters Score -1241571 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1241579.500000 Penalty: 4585.343750
	Iteration 24Q: 3 clusters Score -1241580 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1241589.875000 Penalty: 4585.343750
	Iteration 25Q: 3 clusters Score -1241590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1241595.875000 Penalty: 4585.343750
	Iteration 26Q: 3 clusters Score -1241596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1241596.125000 Penalty: 4585.343750
	Iteration 27Q: 3 clusters Score -1241596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1241604.125000 Penalty: 4585.343750
	Iteration 28Q: 3 clusters Score -1241604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1241604.250000 Penalty: 4585.343750
	Iteration 29Q: 3 clusters Score -1241604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1241608.125000 Penalty: 4585.343750
	Iteration 30Q: 3 clusters Score -1241608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1241612.000000 Penalty: 4585.343750
	Iteration 31Q: 3 clusters Score -1241612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1241614.125000 Penalty: 4585.343750
	Iteration 32Q: 3 clusters Score -1241614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1241618.000000 Penalty: 4585.343750
	Iteration 33Q: 3 clusters Score -1241618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1241623.625000 Penalty: 4585.343750
	Iteration 34Q: 3 clusters Score -1241624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1241624.375000 Penalty: 4585.343750
	Iteration 35Q: 3 clusters Score -1241624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1241625.250000 Penalty: 4585.343750
	Iteration 36Q: 3 clusters Score -1241625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1241629.250000 Penalty: 4585.343750
	Iteration 37Q: 3 clusters Score -1241629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1241628.500000 Penalty: 4585.343750
	Iteration 38Q: 3 clusters Score -1241628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1241637.125000 Penalty: 4585.343750
	Iteration 39Q: 3 clusters Score -1241637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1241638.750000 Penalty: 4585.343750
	Iteration 40F: 3 clusters Score -1241639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1241641.875000 Penalty: 4585.343750
	Iteration 41Q: 3 clusters Score -1241642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1241642.875000 Penalty: 4585.343750
	Iteration 42Q: 3 clusters Score -1241643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1241642.625000 Penalty: 4585.343750
	Iteration 43Q: 3 clusters Score -1241643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1241643.250000 Penalty: 4585.343750
	Iteration 44Q: 3 clusters Score -1241643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1241643.000000 Penalty: 4585.343750
	Iteration 45Q: 3 clusters Score -1241643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1241645.500000 Penalty: 4585.343750
	Iteration 46Q: 3 clusters Score -1241646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1241647.750000 Penalty: 4585.343750
	Iteration 47Q: 3 clusters Score -1241648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1241651.375000 Penalty: 4585.343750
	Iteration 48Q: 3 clusters Score -1241651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1241650.625000 Penalty: 4585.343750
	Iteration 49Q: 3 clusters Score -1241651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1241652.500000 Penalty: 4585.343750
	Iteration 50Q: 3 clusters Score -1241652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1241653.250000 Penalty: 4585.343750
	Iteration 51Q: 3 clusters Score -1241653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1241653.375000 Penalty: 4585.343750
	Iteration 52Q: 3 clusters Score -1241653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1241653.375000 Penalty: 4585.343750
	Iteration 53Q: 3 clusters Score -1241653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1241655.375000 Penalty: 4585.343750
	Iteration 54Q: 3 clusters Score -1241655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1241654.750000 Penalty: 4585.343750
	Iteration 55Q: 3 clusters Score -1241655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1241652.750000 Penalty: 4585.343750
	Iteration 56Q: 3 clusters Score -1241653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1241653.625000 Penalty: 4585.343750
	Iteration 57Q: 3 clusters Score -1241654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1241651.250000 Penalty: 4585.343750
	Iteration 58Q: 3 clusters Score -1241651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1241651.250000 Penalty: 4585.343750
	Iteration 59F: 3 clusters Score -1241651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (58473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58473 members 
Entering Unmasked Estep 
Score: -7343476.500000 Penalty: 2722.127441
	Iteration 0F: 2 clusters Score -7343476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -7304108.500000 Penalty: 5444.254883
	Iteration 0F: 3 clusters Score -7304108 nChanged 27350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -7319361.000000 Penalty: 5444.254883
	Iteration 1F: 3 clusters Score -7319361 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -7319905.500000 Penalty: 5444.254883
	Iteration 2Q: 3 clusters Score -7319906 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -7320417.500000 Penalty: 5444.254883
	Iteration 3Q: 3 clusters Score -7320418 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -7321052.500000 Penalty: 5444.254883
	Iteration 4Q: 3 clusters Score -7321052 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -7321892.000000 Penalty: 5444.254883
	Iteration 5Q: 3 clusters Score -7321892 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -7323055.000000 Penalty: 5444.254883
	Iteration 6Q: 3 clusters Score -7323055 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -7324651.000000 Penalty: 5444.254883
	Iteration 7F: 3 clusters Score -7324651 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -7326776.000000 Penalty: 5444.254883
	Iteration 8F: 3 clusters Score -7326776 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -7329419.500000 Penalty: 5444.254883
	Iteration 9F: 3 clusters Score -7329420 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -7332549.000000 Penalty: 5444.254883
	Iteration 10F: 3 clusters Score -7332549 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -7335604.500000 Penalty: 5444.254883
	Iteration 11F: 3 clusters Score -7335604 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 55216 members 
Entering Unmasked Estep 
Score: -7338158.000000 Penalty: 5444.254883
	Iteration 12Q: 3 clusters Score -7338158 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -7339753.500000 Penalty: 5444.254883
	Iteration 13Q: 3 clusters Score -7339754 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -7340441.000000 Penalty: 5444.254883
	Iteration 14Q: 3 clusters Score -7340441 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 57971 members 
Entering Unmasked Estep 
Score: -7340707.500000 Penalty: 5444.254883
	Iteration 15Q: 3 clusters Score -7340708 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 58096 members 
Entering Unmasked Estep 
Score: -7340865.500000 Penalty: 5444.254883
	Iteration 16Q: 3 clusters Score -7340866 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 58148 members 
Entering Unmasked Estep 
Score: -7340924.500000 Penalty: 5444.254883
	Iteration 17Q: 3 clusters Score -7340924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 58180 members 
Entering Unmasked Estep 
Score: -7340957.500000 Penalty: 5444.254883
	Iteration 18Q: 3 clusters Score -7340958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 58195 members 
Entering Unmasked Estep 
Score: -7340987.000000 Penalty: 5444.254883
	Iteration 19Q: 3 clusters Score -7340987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 58201 members 
Entering Unmasked Estep 
Score: -7341011.500000 Penalty: 5444.254883
	Iteration 20F: 3 clusters Score -7341012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 58207 members 
Entering Unmasked Estep 
Score: -7341026.500000 Penalty: 5444.254883
	Iteration 21Q: 3 clusters Score -7341026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -7341034.500000 Penalty: 5444.254883
	Iteration 22Q: 3 clusters Score -7341034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 58216 members 
Entering Unmasked Estep 
Score: -7341046.000000 Penalty: 5444.254883
	Iteration 23Q: 3 clusters Score -7341046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 58221 members 
Entering Unmasked Estep 
Score: -7341050.000000 Penalty: 5444.254883
	Iteration 24Q: 3 clusters Score -7341050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 58224 members 
Entering Unmasked Estep 
Score: -7341055.500000 Penalty: 5444.254883
	Iteration 25Q: 3 clusters Score -7341056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 58228 members 
Entering Unmasked Estep 
Score: -7341053.500000 Penalty: 5444.254883
	Iteration 26Q: 3 clusters Score -7341054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -7341065.500000 Penalty: 5444.254883
	Iteration 27Q: 3 clusters Score -7341066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 58235 members 
Entering Unmasked Estep 
Score: -7341066.000000 Penalty: 5444.254883
	Iteration 28Q: 3 clusters Score -7341066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 58235 members 
Entering Unmasked Estep 
Score: -7341077.000000 Penalty: 5444.254883
	Iteration 29Q: 3 clusters Score -7341077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 58236 members 
Entering Unmasked Estep 
Score: -7341076.500000 Penalty: 5444.254883
	Iteration 30Q: 3 clusters Score -7341076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
Score: -7341078.500000 Penalty: 5444.254883
	Iteration 31Q: 3 clusters Score -7341078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
Score: -7341086.000000 Penalty: 5444.254883
	Iteration 32Q: 3 clusters Score -7341086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
Score: -7341092.000000 Penalty: 5444.254883
	Iteration 33Q: 3 clusters Score -7341092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
Score: -7341092.500000 Penalty: 5444.254883
	Iteration 34Q: 3 clusters Score -7341092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -7341095.500000 Penalty: 5444.254883
	Iteration 35Q: 3 clusters Score -7341096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -7341095.500000 Penalty: 5444.254883
	Iteration 36F: 3 clusters Score -7341096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Entering Unmasked Estep 
Score: -2407902.000000 Penalty: 2452.668945
	Iteration 0F: 2 clusters Score -2407902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2393964.000000 Penalty: 4905.337891
	Iteration 0F: 3 clusters Score -2393964 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2398588.000000 Penalty: 4905.337891
	Iteration 1F: 3 clusters Score -2398588 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2399042.500000 Penalty: 4905.337891
	Iteration 2F: 3 clusters Score -2399042 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2399439.000000 Penalty: 4905.337891
	Iteration 3Q: 3 clusters Score -2399439 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2399837.000000 Penalty: 4905.337891
	Iteration 4Q: 3 clusters Score -2399837 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2400304.250000 Penalty: 4905.337891
	Iteration 5Q: 3 clusters Score -2400304 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2400843.000000 Penalty: 4905.337891
	Iteration 6F: 3 clusters Score -2400843 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2401488.250000 Penalty: 4905.337891
	Iteration 7F: 3 clusters Score -2401488 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2402268.000000 Penalty: 4905.337891
	Iteration 8F: 3 clusters Score -2402268 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2403080.750000 Penalty: 4905.337891
	Iteration 9F: 3 clusters Score -2403081 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2403820.000000 Penalty: 4905.337891
	Iteration 10Q: 3 clusters Score -2403820 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2404439.750000 Penalty: 4905.337891
	Iteration 11Q: 3 clusters Score -2404440 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2404841.250000 Penalty: 4905.337891
	Iteration 12Q: 3 clusters Score -2404841 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2405109.500000 Penalty: 4905.337891
	Iteration 13Q: 3 clusters Score -2405110 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2405275.500000 Penalty: 4905.337891
	Iteration 14Q: 3 clusters Score -2405276 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2405374.500000 Penalty: 4905.337891
	Iteration 15Q: 3 clusters Score -2405374 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2405451.000000 Penalty: 4905.337891
	Iteration 16Q: 3 clusters Score -2405451 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2405520.500000 Penalty: 4905.337891
	Iteration 17Q: 3 clusters Score -2405520 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2405577.500000 Penalty: 4905.337891
	Iteration 18Q: 3 clusters Score -2405578 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2405606.500000 Penalty: 4905.337891
	Iteration 19Q: 3 clusters Score -2405606 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2405639.500000 Penalty: 4905.337891
	Iteration 20F: 3 clusters Score -2405640 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2405656.250000 Penalty: 4905.337891
	Iteration 21Q: 3 clusters Score -2405656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2405678.750000 Penalty: 4905.337891
	Iteration 22Q: 3 clusters Score -2405679 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2405698.250000 Penalty: 4905.337891
	Iteration 23Q: 3 clusters Score -2405698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2405716.250000 Penalty: 4905.337891
	Iteration 24Q: 3 clusters Score -2405716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2405728.750000 Penalty: 4905.337891
	Iteration 25Q: 3 clusters Score -2405729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2405741.250000 Penalty: 4905.337891
	Iteration 26Q: 3 clusters Score -2405741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2405752.750000 Penalty: 4905.337891
	Iteration 27Q: 3 clusters Score -2405753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2405759.000000 Penalty: 4905.337891
	Iteration 28Q: 3 clusters Score -2405759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2405772.750000 Penalty: 4905.337891
	Iteration 29Q: 3 clusters Score -2405773 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2405775.250000 Penalty: 4905.337891
	Iteration 30Q: 3 clusters Score -2405775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2405783.000000 Penalty: 4905.337891
	Iteration 31Q: 3 clusters Score -2405783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2405794.750000 Penalty: 4905.337891
	Iteration 32Q: 3 clusters Score -2405795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2405798.750000 Penalty: 4905.337891
	Iteration 33Q: 3 clusters Score -2405799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2405807.250000 Penalty: 4905.337891
	Iteration 34Q: 3 clusters Score -2405807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2405807.750000 Penalty: 4905.337891
	Iteration 35Q: 3 clusters Score -2405808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2405807.250000 Penalty: 4905.337891
	Iteration 36Q: 3 clusters Score -2405807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2405808.250000 Penalty: 4905.337891
	Iteration 37Q: 3 clusters Score -2405808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2405807.000000 Penalty: 4905.337891
	Iteration 38Q: 3 clusters Score -2405807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2405809.750000 Penalty: 4905.337891
	Iteration 39Q: 3 clusters Score -2405810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2405815.500000 Penalty: 4905.337891
	Iteration 40F: 3 clusters Score -2405816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2405821.250000 Penalty: 4905.337891
	Iteration 41Q: 3 clusters Score -2405821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2405823.000000 Penalty: 4905.337891
	Iteration 42Q: 3 clusters Score -2405823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2405823.750000 Penalty: 4905.337891
	Iteration 43Q: 3 clusters Score -2405824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2405828.250000 Penalty: 4905.337891
	Iteration 44Q: 3 clusters Score -2405828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2405827.250000 Penalty: 4905.337891
	Iteration 45Q: 3 clusters Score -2405827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2405829.000000 Penalty: 4905.337891
	Iteration 46Q: 3 clusters Score -2405829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2405831.750000 Penalty: 4905.337891
	Iteration 47Q: 3 clusters Score -2405832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2405831.000000 Penalty: 4905.337891
	Iteration 48Q: 3 clusters Score -2405831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2405835.250000 Penalty: 4905.337891
	Iteration 49Q: 3 clusters Score -2405835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2405833.000000 Penalty: 4905.337891
	Iteration 50Q: 3 clusters Score -2405833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2405834.750000 Penalty: 4905.337891
	Iteration 51Q: 3 clusters Score -2405835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2405838.250000 Penalty: 4905.337891
	Iteration 52Q: 3 clusters Score -2405838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2405835.750000 Penalty: 4905.337891
	Iteration 53Q: 3 clusters Score -2405836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2405839.750000 Penalty: 4905.337891
	Iteration 54Q: 3 clusters Score -2405840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2405841.750000 Penalty: 4905.337891
	Iteration 55Q: 3 clusters Score -2405842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2405838.500000 Penalty: 4905.337891
	Iteration 56Q: 3 clusters Score -2405838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2405851.750000 Penalty: 4905.337891
	Iteration 57Q: 3 clusters Score -2405852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2405858.750000 Penalty: 4905.337891
	Iteration 58Q: 3 clusters Score -2405859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2405868.500000 Penalty: 4905.337891
	Iteration 59Q: 3 clusters Score -2405868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2405879.750000 Penalty: 4905.337891
	Iteration 60F: 3 clusters Score -2405880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2405887.250000 Penalty: 4905.337891
	Iteration 61Q: 3 clusters Score -2405887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2405890.000000 Penalty: 4905.337891
	Iteration 62Q: 3 clusters Score -2405890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2405891.000000 Penalty: 4905.337891
	Iteration 63Q: 3 clusters Score -2405891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2405896.500000 Penalty: 4905.337891
	Iteration 64Q: 3 clusters Score -2405896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2405896.750000 Penalty: 4905.337891
	Iteration 65Q: 3 clusters Score -2405897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2405899.000000 Penalty: 4905.337891
	Iteration 66Q: 3 clusters Score -2405899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2405898.500000 Penalty: 4905.337891
	Iteration 67Q: 3 clusters Score -2405898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2405904.500000 Penalty: 4905.337891
	Iteration 68Q: 3 clusters Score -2405904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2405903.250000 Penalty: 4905.337891
	Iteration 69Q: 3 clusters Score -2405903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2405905.500000 Penalty: 4905.337891
	Iteration 70Q: 3 clusters Score -2405906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2405905.750000 Penalty: 4905.337891
	Iteration 71Q: 3 clusters Score -2405906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2405904.750000 Penalty: 4905.337891
	Iteration 72Q: 3 clusters Score -2405905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2405905.000000 Penalty: 4905.337891
	Iteration 73Q: 3 clusters Score -2405905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2405907.000000 Penalty: 4905.337891
	Iteration 74Q: 3 clusters Score -2405907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2405906.750000 Penalty: 4905.337891
	Iteration 75Q: 3 clusters Score -2405907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2405907.500000 Penalty: 4905.337891
	Iteration 76Q: 3 clusters Score -2405908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2405907.500000 Penalty: 4905.337891
	Iteration 77F: 3 clusters Score -2405908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Entering Unmasked Estep 
Score: -2713887.250000 Penalty: 2484.546631
	Iteration 0F: 2 clusters Score -2713887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2698234.750000 Penalty: 4969.093262
	Iteration 0F: 3 clusters Score -2698235 nChanged 9947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2703846.000000 Penalty: 4969.093262
	Iteration 1F: 3 clusters Score -2703846 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2704534.000000 Penalty: 4969.093262
	Iteration 2F: 3 clusters Score -2704534 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2705180.500000 Penalty: 4969.093262
	Iteration 3F: 3 clusters Score -2705180 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2705754.000000 Penalty: 4969.093262
	Iteration 4F: 3 clusters Score -2705754 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2706268.750000 Penalty: 4969.093262
	Iteration 5Q: 3 clusters Score -2706269 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2706756.500000 Penalty: 4969.093262
	Iteration 6Q: 3 clusters Score -2706756 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2707243.750000 Penalty: 4969.093262
	Iteration 7Q: 3 clusters Score -2707244 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2707698.500000 Penalty: 4969.093262
	Iteration 8Q: 3 clusters Score -2707698 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2708175.500000 Penalty: 4969.093262
	Iteration 9Q: 3 clusters Score -2708176 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2708648.250000 Penalty: 4969.093262
	Iteration 10Q: 3 clusters Score -2708648 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2709013.500000 Penalty: 4969.093262
	Iteration 11Q: 3 clusters Score -2709014 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2709269.250000 Penalty: 4969.093262
	Iteration 12Q: 3 clusters Score -2709269 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2709428.750000 Penalty: 4969.093262
	Iteration 13Q: 3 clusters Score -2709429 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2709524.750000 Penalty: 4969.093262
	Iteration 14Q: 3 clusters Score -2709525 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2709584.750000 Penalty: 4969.093262
	Iteration 15Q: 3 clusters Score -2709585 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2709627.000000 Penalty: 4969.093262
	Iteration 16Q: 3 clusters Score -2709627 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2709666.750000 Penalty: 4969.093262
	Iteration 17Q: 3 clusters Score -2709667 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2709687.500000 Penalty: 4969.093262
	Iteration 18Q: 3 clusters Score -2709688 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2709718.000000 Penalty: 4969.093262
	Iteration 19Q: 3 clusters Score -2709718 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2709735.500000 Penalty: 4969.093262
	Iteration 20F: 3 clusters Score -2709736 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2709765.000000 Penalty: 4969.093262
	Iteration 21Q: 3 clusters Score -2709765 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2709787.500000 Penalty: 4969.093262
	Iteration 22Q: 3 clusters Score -2709788 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2709797.750000 Penalty: 4969.093262
	Iteration 23Q: 3 clusters Score -2709798 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2709815.000000 Penalty: 4969.093262
	Iteration 24Q: 3 clusters Score -2709815 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2709826.500000 Penalty: 4969.093262
	Iteration 25Q: 3 clusters Score -2709826 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2709828.750000 Penalty: 4969.093262
	Iteration 26Q: 3 clusters Score -2709829 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2709850.000000 Penalty: 4969.093262
	Iteration 27Q: 3 clusters Score -2709850 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2709855.750000 Penalty: 4969.093262
	Iteration 28Q: 3 clusters Score -2709856 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2709854.000000 Penalty: 4969.093262
	Iteration 29Q: 3 clusters Score -2709854 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2709867.250000 Penalty: 4969.093262
	Iteration 30Q: 3 clusters Score -2709867 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2709866.250000 Penalty: 4969.093262
	Iteration 31Q: 3 clusters Score -2709866 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2709878.750000 Penalty: 4969.093262
	Iteration 32Q: 3 clusters Score -2709879 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2709887.500000 Penalty: 4969.093262
	Iteration 33Q: 3 clusters Score -2709888 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2709888.500000 Penalty: 4969.093262
	Iteration 34Q: 3 clusters Score -2709888 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2709896.250000 Penalty: 4969.093262
	Iteration 35Q: 3 clusters Score -2709896 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2709895.000000 Penalty: 4969.093262
	Iteration 36Q: 3 clusters Score -2709895 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2709903.250000 Penalty: 4969.093262
	Iteration 37Q: 3 clusters Score -2709903 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2709927.750000 Penalty: 4969.093262
	Iteration 38Q: 3 clusters Score -2709928 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2709935.250000 Penalty: 4969.093262
	Iteration 39Q: 3 clusters Score -2709935 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2709939.500000 Penalty: 4969.093262
	Iteration 40F: 3 clusters Score -2709940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2709948.750000 Penalty: 4969.093262
	Iteration 41Q: 3 clusters Score -2709949 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2709955.750000 Penalty: 4969.093262
	Iteration 42Q: 3 clusters Score -2709956 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2709963.500000 Penalty: 4969.093262
	Iteration 43Q: 3 clusters Score -2709964 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2709960.750000 Penalty: 4969.093262
	Iteration 44Q: 3 clusters Score -2709961 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2709967.500000 Penalty: 4969.093262
	Iteration 45Q: 3 clusters Score -2709968 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2709973.750000 Penalty: 4969.093262
	Iteration 46Q: 3 clusters Score -2709974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2709991.000000 Penalty: 4969.093262
	Iteration 47Q: 3 clusters Score -2709991 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2709987.250000 Penalty: 4969.093262
	Iteration 48Q: 3 clusters Score -2709987 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2709986.250000 Penalty: 4969.093262
	Iteration 49Q: 3 clusters Score -2709986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2709990.500000 Penalty: 4969.093262
	Iteration 50Q: 3 clusters Score -2709990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2709991.000000 Penalty: 4969.093262
	Iteration 51Q: 3 clusters Score -2709991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2709992.000000 Penalty: 4969.093262
	Iteration 52Q: 3 clusters Score -2709992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2709988.000000 Penalty: 4969.093262
	Iteration 53Q: 3 clusters Score -2709988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2709998.250000 Penalty: 4969.093262
	Iteration 54Q: 3 clusters Score -2709998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2709997.500000 Penalty: 4969.093262
	Iteration 55Q: 3 clusters Score -2709998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2710002.000000 Penalty: 4969.093262
	Iteration 56Q: 3 clusters Score -2710002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2710000.750000 Penalty: 4969.093262
	Iteration 57Q: 3 clusters Score -2710001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2710003.500000 Penalty: 4969.093262
	Iteration 58Q: 3 clusters Score -2710004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2710008.250000 Penalty: 4969.093262
	Iteration 59Q: 3 clusters Score -2710008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2710011.500000 Penalty: 4969.093262
	Iteration 60F: 3 clusters Score -2710012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2710014.000000 Penalty: 4969.093262
	Iteration 61Q: 3 clusters Score -2710014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2710019.750000 Penalty: 4969.093262
	Iteration 62Q: 3 clusters Score -2710020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2710023.750000 Penalty: 4969.093262
	Iteration 63Q: 3 clusters Score -2710024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2710027.500000 Penalty: 4969.093262
	Iteration 64Q: 3 clusters Score -2710028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2710024.000000 Penalty: 4969.093262
	Iteration 65Q: 3 clusters Score -2710024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2710021.500000 Penalty: 4969.093262
	Iteration 66Q: 3 clusters Score -2710022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2710025.250000 Penalty: 4969.093262
	Iteration 67Q: 3 clusters Score -2710025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2710029.000000 Penalty: 4969.093262
	Iteration 68Q: 3 clusters Score -2710029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2710024.250000 Penalty: 4969.093262
	Iteration 69Q: 3 clusters Score -2710024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2710026.000000 Penalty: 4969.093262
	Iteration 70Q: 3 clusters Score -2710026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2710029.000000 Penalty: 4969.093262
	Iteration 71Q: 3 clusters Score -2710029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2710025.250000 Penalty: 4969.093262
	Iteration 72Q: 3 clusters Score -2710025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2710030.250000 Penalty: 4969.093262
	Iteration 73Q: 3 clusters Score -2710030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2710033.500000 Penalty: 4969.093262
	Iteration 74Q: 3 clusters Score -2710034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2710030.000000 Penalty: 4969.093262
	Iteration 75Q: 3 clusters Score -2710030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2710034.250000 Penalty: 4969.093262
	Iteration 76Q: 3 clusters Score -2710034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2710031.750000 Penalty: 4969.093262
	Iteration 77Q: 3 clusters Score -2710032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2710030.500000 Penalty: 4969.093262
	Iteration 78Q: 3 clusters Score -2710030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2710032.500000 Penalty: 4969.093262
	Iteration 79Q: 3 clusters Score -2710032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2710034.500000 Penalty: 4969.093262
	Iteration 80F: 3 clusters Score -2710034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2710033.750000 Penalty: 4969.093262
	Iteration 81Q: 3 clusters Score -2710034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2710027.000000 Penalty: 4969.093262
	Iteration 82Q: 3 clusters Score -2710027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2710029.000000 Penalty: 4969.093262
	Iteration 83Q: 3 clusters Score -2710029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2710027.500000 Penalty: 4969.093262
	Iteration 84Q: 3 clusters Score -2710028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12607 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2710024 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2710034 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2710038 nChanged 29
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Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2710034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2710043 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2710047 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12718 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2710050 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2710051 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2710051 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2710051 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2710059 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2710062 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2710069 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2710069 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2710078 nChanged 34
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Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2710086 nChanged 42
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Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2710090 nChanged 46
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Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2710092 nChanged 57
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Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 9179 members 
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Mstep: Class 1 contains 13390 members 
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	Iteration 120F: 3 clusters Score -2710124 nChanged 90
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Mstep: Class 1 contains 13478 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 8869 members 
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Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 8794 members 
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Mstep: Class 1 contains 13725 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 8624 members 
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Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14053 members 
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Mstep: Class 2 contains 8316 members 
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Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15120 members 
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	Iteration 139Q: 3 clusters Score -2710442 nChanged 151
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Mstep: Class 1 contains 15269 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2710472 nChanged 164
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Mstep: Class 1 contains 15425 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 6038 members 
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Mstep: Class 1 contains 16611 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 17092 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2711270 nChanged 259
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Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2711571 nChanged 203
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	Iteration 155Q: 3 clusters Score -2711642 nChanged 178
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	Iteration 156Q: 3 clusters Score -2711714 nChanged 181
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Mstep: Class 1 contains 18801 members 
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	Iteration 157Q: 3 clusters Score -2711762 nChanged 167
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	Iteration 158Q: 3 clusters Score -2711818 nChanged 135
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Mstep: Class 1 contains 19093 members 
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	Iteration 159Q: 3 clusters Score -2711848 nChanged 114
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Mstep: Class 1 contains 19205 members 
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Score: -2711883.250000 Penalty: 4969.093262
	Iteration 160F: 3 clusters Score -2711883 nChanged 120
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	Iteration 161Q: 3 clusters Score -2711922 nChanged 109
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	Iteration 162Q: 3 clusters Score -2711961 nChanged 105
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	Iteration 163Q: 3 clusters Score -2711989 nChanged 90
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	Iteration 164Q: 3 clusters Score -2712015 nChanged 79
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	Iteration 165Q: 3 clusters Score -2712052 nChanged 85
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	Iteration 168Q: 3 clusters Score -2712126 nChanged 86
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	Iteration 169Q: 3 clusters Score -2712158 nChanged 85
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2712199 nChanged 96
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	Iteration 171Q: 3 clusters Score -2712241 nChanged 74
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Mstep: Class 1 contains 20278 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2712270 nChanged 64
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2712318 nChanged 46
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Entering Unmasked Estep 
Score: -2712341.250000 Penalty: 4969.093262
	Iteration 175Q: 3 clusters Score -2712341 nChanged 43
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	Iteration 176Q: 3 clusters Score -2712358 nChanged 37
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Entering Unmasked Estep 
Score: -2712364.250000 Penalty: 4969.093262
	Iteration 177Q: 3 clusters Score -2712364 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2712375.500000 Penalty: 4969.093262
	Iteration 178Q: 3 clusters Score -2712376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2712380.000000 Penalty: 4969.093262
	Iteration 179Q: 3 clusters Score -2712380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2712392.250000 Penalty: 4969.093262
	Iteration 180F: 3 clusters Score -2712392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2712400.500000 Penalty: 4969.093262
	Iteration 181Q: 3 clusters Score -2712400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2712407.500000 Penalty: 4969.093262
	Iteration 182Q: 3 clusters Score -2712408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2712415.000000 Penalty: 4969.093262
	Iteration 183Q: 3 clusters Score -2712415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2712424.750000 Penalty: 4969.093262
	Iteration 184Q: 3 clusters Score -2712425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2712431.500000 Penalty: 4969.093262
	Iteration 185Q: 3 clusters Score -2712432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2712443.250000 Penalty: 4969.093262
	Iteration 186Q: 3 clusters Score -2712443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2712444.500000 Penalty: 4969.093262
	Iteration 187Q: 3 clusters Score -2712444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2712449.500000 Penalty: 4969.093262
	Iteration 188Q: 3 clusters Score -2712450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2712447.500000 Penalty: 4969.093262
	Iteration 189Q: 3 clusters Score -2712448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2712445.250000 Penalty: 4969.093262
	Iteration 190Q: 3 clusters Score -2712445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2712448.250000 Penalty: 4969.093262
	Iteration 191Q: 3 clusters Score -2712448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2712448.000000 Penalty: 4969.093262
	Iteration 192Q: 3 clusters Score -2712448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2712453.000000 Penalty: 4969.093262
	Iteration 193Q: 3 clusters Score -2712453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2712452.000000 Penalty: 4969.093262
	Iteration 194Q: 3 clusters Score -2712452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2712452.500000 Penalty: 4969.093262
	Iteration 195Q: 3 clusters Score -2712452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2712454.750000 Penalty: 4969.093262
	Iteration 196Q: 3 clusters Score -2712455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2712456.500000 Penalty: 4969.093262
	Iteration 197Q: 3 clusters Score -2712456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2712455.750000 Penalty: 4969.093262
	Iteration 198Q: 3 clusters Score -2712456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2712453.500000 Penalty: 4969.093262
	Iteration 199Q: 3 clusters Score -2712454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2712456.000000 Penalty: 4969.093262
	Iteration 200F: 3 clusters Score -2712456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2712454.750000 Penalty: 4969.093262
	Iteration 201Q: 3 clusters Score -2712455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2712454.750000 Penalty: 4969.093262
	Iteration 202F: 3 clusters Score -2712455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Entering Unmasked Estep 
Score: -3230721.500000 Penalty: 2548.272461
	Iteration 0F: 2 clusters Score -3230722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -3210821.500000 Penalty: 5096.544922
	Iteration 0F: 3 clusters Score -3210822 nChanged 13144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3218010.500000 Penalty: 5096.544922
	Iteration 1F: 3 clusters Score -3218010 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3218587.000000 Penalty: 5096.544922
	Iteration 2F: 3 clusters Score -3218587 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3219197.750000 Penalty: 5096.544922
	Iteration 3Q: 3 clusters Score -3219198 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3219958.750000 Penalty: 5096.544922
	Iteration 4F: 3 clusters Score -3219959 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -3220952.500000 Penalty: 5096.544922
	Iteration 5F: 3 clusters Score -3220952 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -3222152.750000 Penalty: 5096.544922
	Iteration 6F: 3 clusters Score -3222153 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -3223507.250000 Penalty: 5096.544922
	Iteration 7F: 3 clusters Score -3223507 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -3224846.250000 Penalty: 5096.544922
	Iteration 8F: 3 clusters Score -3224846 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -3225899.750000 Penalty: 5096.544922
	Iteration 9F: 3 clusters Score -3225900 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -3226710.250000 Penalty: 5096.544922
	Iteration 10Q: 3 clusters Score -3226710 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -3227314.750000 Penalty: 5096.544922
	Iteration 11Q: 3 clusters Score -3227315 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -3227730.500000 Penalty: 5096.544922
	Iteration 12Q: 3 clusters Score -3227730 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -3228051.500000 Penalty: 5096.544922
	Iteration 13Q: 3 clusters Score -3228052 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -3228274.000000 Penalty: 5096.544922
	Iteration 14Q: 3 clusters Score -3228274 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -3228402.250000 Penalty: 5096.544922
	Iteration 15Q: 3 clusters Score -3228402 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -3228509.000000 Penalty: 5096.544922
	Iteration 16Q: 3 clusters Score -3228509 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -3228582.250000 Penalty: 5096.544922
	Iteration 17Q: 3 clusters Score -3228582 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -3228645.250000 Penalty: 5096.544922
	Iteration 18Q: 3 clusters Score -3228645 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -3228700.750000 Penalty: 5096.544922
	Iteration 19Q: 3 clusters Score -3228701 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3228734.250000 Penalty: 5096.544922
	Iteration 20F: 3 clusters Score -3228734 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -3228791.000000 Penalty: 5096.544922
	Iteration 21Q: 3 clusters Score -3228791 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -3228828.000000 Penalty: 5096.544922
	Iteration 22Q: 3 clusters Score -3228828 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -3228865.750000 Penalty: 5096.544922
	Iteration 23Q: 3 clusters Score -3228866 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -3228896.500000 Penalty: 5096.544922
	Iteration 24Q: 3 clusters Score -3228896 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3228916.250000 Penalty: 5096.544922
	Iteration 25Q: 3 clusters Score -3228916 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -3228945.500000 Penalty: 5096.544922
	Iteration 26Q: 3 clusters Score -3228946 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -3228955.500000 Penalty: 5096.544922
	Iteration 27Q: 3 clusters Score -3228956 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -3228970.750000 Penalty: 5096.544922
	Iteration 28Q: 3 clusters Score -3228971 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -3229003.250000 Penalty: 5096.544922
	Iteration 29Q: 3 clusters Score -3229003 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3229013.000000 Penalty: 5096.544922
	Iteration 30Q: 3 clusters Score -3229013 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -3229022.750000 Penalty: 5096.544922
	Iteration 31Q: 3 clusters Score -3229023 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3229033.250000 Penalty: 5096.544922
	Iteration 32Q: 3 clusters Score -3229033 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3229063.500000 Penalty: 5096.544922
	Iteration 33Q: 3 clusters Score -3229064 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -3229073.250000 Penalty: 5096.544922
	Iteration 34Q: 3 clusters Score -3229073 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -3229073.750000 Penalty: 5096.544922
	Iteration 35Q: 3 clusters Score -3229074 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3229080.750000 Penalty: 5096.544922
	Iteration 36Q: 3 clusters Score -3229081 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3229102.750000 Penalty: 5096.544922
	Iteration 37Q: 3 clusters Score -3229103 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -3229095.750000 Penalty: 5096.544922
	Iteration 38Q: 3 clusters Score -3229096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3229107.000000 Penalty: 5096.544922
	Iteration 39Q: 3 clusters Score -3229107 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -3229116.750000 Penalty: 5096.544922
	Iteration 40F: 3 clusters Score -3229117 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -3229119.250000 Penalty: 5096.544922
	Iteration 41Q: 3 clusters Score -3229119 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3229119.750000 Penalty: 5096.544922
	Iteration 42Q: 3 clusters Score -3229120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3229129.000000 Penalty: 5096.544922
	Iteration 43Q: 3 clusters Score -3229129 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3229129.000000 Penalty: 5096.544922
	Iteration 44Q: 3 clusters Score -3229129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3229139.750000 Penalty: 5096.544922
	Iteration 45Q: 3 clusters Score -3229140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3229151.000000 Penalty: 5096.544922
	Iteration 46Q: 3 clusters Score -3229151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3229152.000000 Penalty: 5096.544922
	Iteration 47Q: 3 clusters Score -3229152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3229150.000000 Penalty: 5096.544922
	Iteration 48Q: 3 clusters Score -3229150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3229166.000000 Penalty: 5096.544922
	Iteration 49Q: 3 clusters Score -3229166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3229168.500000 Penalty: 5096.544922
	Iteration 50Q: 3 clusters Score -3229168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3229162.750000 Penalty: 5096.544922
	Iteration 51Q: 3 clusters Score -3229163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3229173.500000 Penalty: 5096.544922
	Iteration 52Q: 3 clusters Score -3229174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3229179.750000 Penalty: 5096.544922
	Iteration 53Q: 3 clusters Score -3229180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3229189.250000 Penalty: 5096.544922
	Iteration 54Q: 3 clusters Score -3229189 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3229207.500000 Penalty: 5096.544922
	Iteration 55Q: 3 clusters Score -3229208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3229233.250000 Penalty: 5096.544922
	Iteration 56Q: 3 clusters Score -3229233 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3229251.000000 Penalty: 5096.544922
	Iteration 57Q: 3 clusters Score -3229251 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3229259.000000 Penalty: 5096.544922
	Iteration 58Q: 3 clusters Score -3229259 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3229282.500000 Penalty: 5096.544922
	Iteration 59Q: 3 clusters Score -3229282 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3229297.750000 Penalty: 5096.544922
	Iteration 60F: 3 clusters Score -3229298 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3229337.250000 Penalty: 5096.544922
	Iteration 61Q: 3 clusters Score -3229337 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3229392.000000 Penalty: 5096.544922
	Iteration 62Q: 3 clusters Score -3229392 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3229435.000000 Penalty: 5096.544922
	Iteration 63Q: 3 clusters Score -3229435 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3229462.000000 Penalty: 5096.544922
	Iteration 64Q: 3 clusters Score -3229462 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3229475.500000 Penalty: 5096.544922
	Iteration 65Q: 3 clusters Score -3229476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3229495.750000 Penalty: 5096.544922
	Iteration 66Q: 3 clusters Score -3229496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3229503.000000 Penalty: 5096.544922
	Iteration 67Q: 3 clusters Score -3229503 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3229513.250000 Penalty: 5096.544922
	Iteration 68Q: 3 clusters Score -3229513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3229519.250000 Penalty: 5096.544922
	Iteration 69Q: 3 clusters Score -3229519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3229531.500000 Penalty: 5096.544922
	Iteration 70Q: 3 clusters Score -3229532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3229531.250000 Penalty: 5096.544922
	Iteration 71Q: 3 clusters Score -3229531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3229529.500000 Penalty: 5096.544922
	Iteration 72Q: 3 clusters Score -3229530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3229542.250000 Penalty: 5096.544922
	Iteration 73Q: 3 clusters Score -3229542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3229545.500000 Penalty: 5096.544922
	Iteration 74Q: 3 clusters Score -3229546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3229545.750000 Penalty: 5096.544922
	Iteration 75Q: 3 clusters Score -3229546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3229561.000000 Penalty: 5096.544922
	Iteration 76Q: 3 clusters Score -3229561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3229565.000000 Penalty: 5096.544922
	Iteration 77Q: 3 clusters Score -3229565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3229562.500000 Penalty: 5096.544922
	Iteration 78Q: 3 clusters Score -3229562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3229558.750000 Penalty: 5096.544922
	Iteration 79Q: 3 clusters Score -3229559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3229564.000000 Penalty: 5096.544922
	Iteration 80F: 3 clusters Score -3229564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3229565.500000 Penalty: 5096.544922
	Iteration 81Q: 3 clusters Score -3229566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3229567.000000 Penalty: 5096.544922
	Iteration 82Q: 3 clusters Score -3229567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3229568.000000 Penalty: 5096.544922
	Iteration 83Q: 3 clusters Score -3229568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3229571.000000 Penalty: 5096.544922
	Iteration 84Q: 3 clusters Score -3229571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3229571.250000 Penalty: 5096.544922
	Iteration 85Q: 3 clusters Score -3229571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3229575.000000 Penalty: 5096.544922
	Iteration 86Q: 3 clusters Score -3229575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3229571.750000 Penalty: 5096.544922
	Iteration 87Q: 3 clusters Score -3229572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3229571.750000 Penalty: 5096.544922
	Iteration 88F: 3 clusters Score -3229572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Entering Unmasked Estep 
Score: -2103249.750000 Penalty: 2410.392334
	Iteration 0F: 2 clusters Score -2103250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2091391.625000 Penalty: 4820.784668
	Iteration 0F: 3 clusters Score -2091392 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2095180.250000 Penalty: 4820.784668
	Iteration 1F: 3 clusters Score -2095180 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2095491.375000 Penalty: 4820.784668
	Iteration 2F: 3 clusters Score -2095491 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2095728.750000 Penalty: 4820.784668
	Iteration 3Q: 3 clusters Score -2095729 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2095947.125000 Penalty: 4820.784668
	Iteration 4Q: 3 clusters Score -2095947 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2096150.875000 Penalty: 4820.784668
	Iteration 5Q: 3 clusters Score -2096151 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2096392.125000 Penalty: 4820.784668
	Iteration 6Q: 3 clusters Score -2096392 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2096656.500000 Penalty: 4820.784668
	Iteration 7Q: 3 clusters Score -2096656 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2096952.875000 Penalty: 4820.784668
	Iteration 8Q: 3 clusters Score -2096953 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2097305.250000 Penalty: 4820.784668
	Iteration 9Q: 3 clusters Score -2097305 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2097712.000000 Penalty: 4820.784668
	Iteration 10Q: 3 clusters Score -2097712 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2098151.250000 Penalty: 4820.784668
	Iteration 11Q: 3 clusters Score -2098151 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2098603.750000 Penalty: 4820.784668
	Iteration 12Q: 3 clusters Score -2098604 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2098963.000000 Penalty: 4820.784668
	Iteration 13Q: 3 clusters Score -2098963 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2099201.000000 Penalty: 4820.784668
	Iteration 14Q: 3 clusters Score -2099201 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2099362.750000 Penalty: 4820.784668
	Iteration 15Q: 3 clusters Score -2099363 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2099471.000000 Penalty: 4820.784668
	Iteration 16Q: 3 clusters Score -2099471 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2099538.000000 Penalty: 4820.784668
	Iteration 17Q: 3 clusters Score -2099538 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2099597.750000 Penalty: 4820.784668
	Iteration 18Q: 3 clusters Score -2099598 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2099651.000000 Penalty: 4820.784668
	Iteration 19Q: 3 clusters Score -2099651 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2099690.750000 Penalty: 4820.784668
	Iteration 20F: 3 clusters Score -2099691 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2099740.500000 Penalty: 4820.784668
	Iteration 21Q: 3 clusters Score -2099740 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2099787.500000 Penalty: 4820.784668
	Iteration 22Q: 3 clusters Score -2099788 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2099847.500000 Penalty: 4820.784668
	Iteration 23Q: 3 clusters Score -2099848 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2099904.000000 Penalty: 4820.784668
	Iteration 24Q: 3 clusters Score -2099904 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2099965.250000 Penalty: 4820.784668
	Iteration 25Q: 3 clusters Score -2099965 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2100025.250000 Penalty: 4820.784668
	Iteration 26Q: 3 clusters Score -2100025 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2100070.250000 Penalty: 4820.784668
	Iteration 27Q: 3 clusters Score -2100070 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2100124.750000 Penalty: 4820.784668
	Iteration 28Q: 3 clusters Score -2100125 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2100179.250000 Penalty: 4820.784668
	Iteration 29Q: 3 clusters Score -2100179 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2100230.250000 Penalty: 4820.784668
	Iteration 30Q: 3 clusters Score -2100230 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2100276.000000 Penalty: 4820.784668
	Iteration 31Q: 3 clusters Score -2100276 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2100326.500000 Penalty: 4820.784668
	Iteration 32Q: 3 clusters Score -2100326 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2100356.750000 Penalty: 4820.784668
	Iteration 33Q: 3 clusters Score -2100357 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2100392.250000 Penalty: 4820.784668
	Iteration 34Q: 3 clusters Score -2100392 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2100427.750000 Penalty: 4820.784668
	Iteration 35Q: 3 clusters Score -2100428 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2100449.750000 Penalty: 4820.784668
	Iteration 36Q: 3 clusters Score -2100450 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2100480.500000 Penalty: 4820.784668
	Iteration 37Q: 3 clusters Score -2100480 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2100501.000000 Penalty: 4820.784668
	Iteration 38Q: 3 clusters Score -2100501 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2100523.750000 Penalty: 4820.784668
	Iteration 39Q: 3 clusters Score -2100524 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2100543.750000 Penalty: 4820.784668
	Iteration 40F: 3 clusters Score -2100544 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2100563.500000 Penalty: 4820.784668
	Iteration 41Q: 3 clusters Score -2100564 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2100591.500000 Penalty: 4820.784668
	Iteration 42Q: 3 clusters Score -2100592 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2100620.000000 Penalty: 4820.784668
	Iteration 43Q: 3 clusters Score -2100620 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2100637.750000 Penalty: 4820.784668
	Iteration 44Q: 3 clusters Score -2100638 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2100663.250000 Penalty: 4820.784668
	Iteration 45Q: 3 clusters Score -2100663 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2100683.750000 Penalty: 4820.784668
	Iteration 46Q: 3 clusters Score -2100684 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2100688.750000 Penalty: 4820.784668
	Iteration 47Q: 3 clusters Score -2100689 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2100715.000000 Penalty: 4820.784668
	Iteration 48Q: 3 clusters Score -2100715 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2100734.250000 Penalty: 4820.784668
	Iteration 49Q: 3 clusters Score -2100734 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2100760.750000 Penalty: 4820.784668
	Iteration 50Q: 3 clusters Score -2100761 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2100772.500000 Penalty: 4820.784668
	Iteration 51Q: 3 clusters Score -2100772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2100779.500000 Penalty: 4820.784668
	Iteration 52Q: 3 clusters Score -2100780 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2100801.750000 Penalty: 4820.784668
	Iteration 53Q: 3 clusters Score -2100802 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2100809.500000 Penalty: 4820.784668
	Iteration 54Q: 3 clusters Score -2100810 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2100831.250000 Penalty: 4820.784668
	Iteration 55Q: 3 clusters Score -2100831 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2100855.000000 Penalty: 4820.784668
	Iteration 56Q: 3 clusters Score -2100855 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2100871.000000 Penalty: 4820.784668
	Iteration 57Q: 3 clusters Score -2100871 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2100886.250000 Penalty: 4820.784668
	Iteration 58Q: 3 clusters Score -2100886 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2100904.250000 Penalty: 4820.784668
	Iteration 59Q: 3 clusters Score -2100904 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2100907.750000 Penalty: 4820.784668
	Iteration 60F: 3 clusters Score -2100908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2100917.750000 Penalty: 4820.784668
	Iteration 61Q: 3 clusters Score -2100918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2100935.500000 Penalty: 4820.784668
	Iteration 62Q: 3 clusters Score -2100936 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2100948.000000 Penalty: 4820.784668
	Iteration 63Q: 3 clusters Score -2100948 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2100958.250000 Penalty: 4820.784668
	Iteration 64Q: 3 clusters Score -2100958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2100968.750000 Penalty: 4820.784668
	Iteration 65Q: 3 clusters Score -2100969 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2100982.750000 Penalty: 4820.784668
	Iteration 66Q: 3 clusters Score -2100983 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2100990.500000 Penalty: 4820.784668
	Iteration 67Q: 3 clusters Score -2100990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2101003.250000 Penalty: 4820.784668
	Iteration 68Q: 3 clusters Score -2101003 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2101012.250000 Penalty: 4820.784668
	Iteration 69Q: 3 clusters Score -2101012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2101021.750000 Penalty: 4820.784668
	Iteration 70Q: 3 clusters Score -2101022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2101027.000000 Penalty: 4820.784668
	Iteration 71Q: 3 clusters Score -2101027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2101032.000000 Penalty: 4820.784668
	Iteration 72Q: 3 clusters Score -2101032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2101036.250000 Penalty: 4820.784668
	Iteration 73Q: 3 clusters Score -2101036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2101041.500000 Penalty: 4820.784668
	Iteration 74Q: 3 clusters Score -2101042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2101045.250000 Penalty: 4820.784668
	Iteration 75Q: 3 clusters Score -2101045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2101056.250000 Penalty: 4820.784668
	Iteration 76Q: 3 clusters Score -2101056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2101063.750000 Penalty: 4820.784668
	Iteration 77Q: 3 clusters Score -2101064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2101069.000000 Penalty: 4820.784668
	Iteration 78Q: 3 clusters Score -2101069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2101075.500000 Penalty: 4820.784668
	Iteration 79Q: 3 clusters Score -2101076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2101083.000000 Penalty: 4820.784668
	Iteration 80F: 3 clusters Score -2101083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2101090.750000 Penalty: 4820.784668
	Iteration 81Q: 3 clusters Score -2101091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2101095.500000 Penalty: 4820.784668
	Iteration 82Q: 3 clusters Score -2101096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2101105.000000 Penalty: 4820.784668
	Iteration 83Q: 3 clusters Score -2101105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2101104.750000 Penalty: 4820.784668
	Iteration 84Q: 3 clusters Score -2101105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2101109.000000 Penalty: 4820.784668
	Iteration 85Q: 3 clusters Score -2101109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2101110.750000 Penalty: 4820.784668
	Iteration 86Q: 3 clusters Score -2101111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2101113.000000 Penalty: 4820.784668
	Iteration 87Q: 3 clusters Score -2101113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2101117.250000 Penalty: 4820.784668
	Iteration 88Q: 3 clusters Score -2101117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2101117.750000 Penalty: 4820.784668
	Iteration 89Q: 3 clusters Score -2101118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2101118.500000 Penalty: 4820.784668
	Iteration 90Q: 3 clusters Score -2101118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2101124.250000 Penalty: 4820.784668
	Iteration 91Q: 3 clusters Score -2101124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2101127.250000 Penalty: 4820.784668
	Iteration 92Q: 3 clusters Score -2101127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2101127.250000 Penalty: 4820.784668
	Iteration 93Q: 3 clusters Score -2101127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2101129.750000 Penalty: 4820.784668
	Iteration 94Q: 3 clusters Score -2101130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2101126.500000 Penalty: 4820.784668
	Iteration 95Q: 3 clusters Score -2101126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2101128.000000 Penalty: 4820.784668
	Iteration 96Q: 3 clusters Score -2101128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2101132.500000 Penalty: 4820.784668
	Iteration 97Q: 3 clusters Score -2101132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2101131.500000 Penalty: 4820.784668
	Iteration 98Q: 3 clusters Score -2101132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2101132.000000 Penalty: 4820.784668
	Iteration 99Q: 3 clusters Score -2101132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2101130.250000 Penalty: 4820.784668
	Iteration 100F: 3 clusters Score -2101130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2101132.250000 Penalty: 4820.784668
	Iteration 101Q: 3 clusters Score -2101132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2101133.750000 Penalty: 4820.784668
	Iteration 102Q: 3 clusters Score -2101134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2101131.750000 Penalty: 4820.784668
	Iteration 103Q: 3 clusters Score -2101132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2101133.250000 Penalty: 4820.784668
	Iteration 104Q: 3 clusters Score -2101133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2101134.250000 Penalty: 4820.784668
	Iteration 105Q: 3 clusters Score -2101134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2101133.250000 Penalty: 4820.784668
	Iteration 106Q: 3 clusters Score -2101133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2101133.250000 Penalty: 4820.784668
	Iteration 107F: 3 clusters Score -2101133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -214121.484375 Penalty: 1871.387695
	Iteration 0F: 2 clusters Score -214121.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -211571.328125 Penalty: 3742.775391
	Iteration 0F: 3 clusters Score -211571.3 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -212143.703125 Penalty: 3742.775391
	Iteration 1F: 3 clusters Score -212143.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -212563.578125 Penalty: 3742.775391
	Iteration 2F: 3 clusters Score -212563.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -213077.000000 Penalty: 3742.775391
	Iteration 3F: 3 clusters Score -213077 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -213371.671875 Penalty: 3742.775391
	Iteration 4F: 3 clusters Score -213371.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -213519.984375 Penalty: 3742.775391
	Iteration 5F: 3 clusters Score -213520 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -213644.359375 Penalty: 3742.775391
	Iteration 6Q: 3 clusters Score -213644.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -213723.937500 Penalty: 3742.775391
	Iteration 7Q: 3 clusters Score -213723.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -213793.937500 Penalty: 3742.775391
	Iteration 8Q: 3 clusters Score -213793.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -213891.750000 Penalty: 3742.775391
	Iteration 9Q: 3 clusters Score -213891.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -214028.984375 Penalty: 3742.775391
	Iteration 10Q: 3 clusters Score -214029 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -214121.250000 Penalty: 3742.775391
	Iteration 11Q: 3 clusters Score -214121.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -214198.687500 Penalty: 3742.775391
	Iteration 12Q: 3 clusters Score -214198.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -214234.859375 Penalty: 3742.775391
	Iteration 13Q: 3 clusters Score -214234.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -214248.453125 Penalty: 3742.775391
	Iteration 14Q: 3 clusters Score -214248.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -214253.328125 Penalty: 3742.775391
	Iteration 15Q: 3 clusters Score -214253.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -214253.984375 Penalty: 3742.775391
	Iteration 16Q: 3 clusters Score -214254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -214255.281250 Penalty: 3742.775391
	Iteration 17Q: 3 clusters Score -214255.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -214255.281250 Penalty: 3742.775391
	Iteration 18F: 3 clusters Score -214255.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 82129 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2797 members 
Mstep: Class 5 contains 4015 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10321 members 
Mstep: Class 8 contains 18084 members 
Mstep: Class 9 contains 295266 members 
Mstep: Class 10 contains 4245 members 
Mstep: Class 11 contains 10349 members 
Mstep: Class 12 contains 58473 members 
Mstep: Class 13 contains 19728 members 
Mstep: Class 14 contains 22434 members 
Mstep: Class 15 contains 29007 members 
Mstep: Class 16 contains 16636 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 107355 members 
Mstep: Class 19 contains 3902 members 
Mstep: Class 20 contains 194962 members 
Mstep: Class 21 contains 20752 members 
Mstep: Class 22 contains 2603 members 
Mstep: Class 23 contains 7020 members 
Mstep: Class 24 contains 39712 members 
Mstep: Class 25 contains 289726 members 
Mstep: Class 26 contains 16983 members 
Mstep: Class 27 contains 1050 members 
Entering Unmasked Estep 
Score: -154607136.000000 Penalty: 94130.875000
Splitting cluster 17 changes total score from -154608576.000000 to -154607136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (107355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107355 members 
Entering Unmasked Estep 
Score: -13494748.000000 Penalty: 2872.806396
	Iteration 0F: 2 clusters Score -1.349475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 53247 members 
Entering Unmasked Estep 
Score: -13423217.000000 Penalty: 5745.612793
	Iteration 0F: 3 clusters Score -1.342322e+07 nChanged 50815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60113 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -13453660.000000 Penalty: 5745.612793
	Iteration 1F: 3 clusters Score -1.345366e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64127 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -13456060.000000 Penalty: 5745.612793
	Iteration 2Q: 3 clusters Score -1.345606e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69718 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -13459864.000000 Penalty: 5745.612793
	Iteration 3F: 3 clusters Score -1.345986e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76963 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -13465749.000000 Penalty: 5745.612793
	Iteration 4F: 3 clusters Score -1.346575e+07 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85328 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -13473673.000000 Penalty: 5745.612793
	Iteration 5F: 3 clusters Score -1.347367e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93214 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -13481299.000000 Penalty: 5745.612793
	Iteration 6F: 3 clusters Score -1.34813e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98752 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -13486671.000000 Penalty: 5745.612793
	Iteration 7F: 3 clusters Score -1.348667e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101758 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -13489691.000000 Penalty: 5745.612793
	Iteration 8Q: 3 clusters Score -1.348969e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103170 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -13491286.000000 Penalty: 5745.612793
	Iteration 9Q: 3 clusters Score -1.349129e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103774 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -13492063.000000 Penalty: 5745.612793
	Iteration 10Q: 3 clusters Score -1.349206e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104059 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -13492463.000000 Penalty: 5745.612793
	Iteration 11Q: 3 clusters Score -1.349246e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104240 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -13492706.000000 Penalty: 5745.612793
	Iteration 12Q: 3 clusters Score -1.349271e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104349 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -13492856.000000 Penalty: 5745.612793
	Iteration 13Q: 3 clusters Score -1.349286e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104421 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -13492882.000000 Penalty: 5745.612793
	Iteration 14Q: 3 clusters Score -1.349288e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104470 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -13492940.000000 Penalty: 5745.612793
	Iteration 15Q: 3 clusters Score -1.349294e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104506 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -13492950.000000 Penalty: 5745.612793
	Iteration 16Q: 3 clusters Score -1.349295e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104524 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -13492940.000000 Penalty: 5745.612793
	Iteration 17Q: 3 clusters Score -1.349294e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104538 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -13492956.000000 Penalty: 5745.612793
	Iteration 18Q: 3 clusters Score -1.349296e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104550 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -13492972.000000 Penalty: 5745.612793
	Iteration 19Q: 3 clusters Score -1.349297e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104561 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -13492983.000000 Penalty: 5745.612793
	Iteration 20F: 3 clusters Score -1.349298e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104576 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -13493005.000000 Penalty: 5745.612793
	Iteration 21Q: 3 clusters Score -1.3493e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104586 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -13492990.000000 Penalty: 5745.612793
	Iteration 22Q: 3 clusters Score -1.349299e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104588 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -13492992.000000 Penalty: 5745.612793
	Iteration 23Q: 3 clusters Score -1.349299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104590 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -13492988.000000 Penalty: 5745.612793
	Iteration 24Q: 3 clusters Score -1.349299e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104600 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -13492978.000000 Penalty: 5745.612793
	Iteration 25Q: 3 clusters Score -1.349298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104613 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -13492967.000000 Penalty: 5745.612793
	Iteration 26Q: 3 clusters Score -1.349297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104618 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -13492989.000000 Penalty: 5745.612793
	Iteration 27Q: 3 clusters Score -1.349299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104628 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -13492985.000000 Penalty: 5745.612793
	Iteration 28Q: 3 clusters Score -1.349298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104638 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -13492985.000000 Penalty: 5745.612793
	Iteration 29Q: 3 clusters Score -1.349298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104654 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -13492993.000000 Penalty: 5745.612793
	Iteration 30Q: 3 clusters Score -1.349299e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104657 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -13492981.000000 Penalty: 5745.612793
	Iteration 31Q: 3 clusters Score -1.349298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104662 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -13492976.000000 Penalty: 5745.612793
	Iteration 32Q: 3 clusters Score -1.349298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104662 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -13492983.000000 Penalty: 5745.612793
	Iteration 33Q: 3 clusters Score -1.349298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104667 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -13492979.000000 Penalty: 5745.612793
	Iteration 34Q: 3 clusters Score -1.349298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104671 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -13492974.000000 Penalty: 5745.612793
	Iteration 35Q: 3 clusters Score -1.349297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104677 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -13492973.000000 Penalty: 5745.612793
	Iteration 36Q: 3 clusters Score -1.349297e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104686 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -13492980.000000 Penalty: 5745.612793
	Iteration 37Q: 3 clusters Score -1.349298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104696 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -13492990.000000 Penalty: 5745.612793
	Iteration 38Q: 3 clusters Score -1.349299e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104700 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -13492984.000000 Penalty: 5745.612793
	Iteration 39Q: 3 clusters Score -1.349298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104710 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -13492999.000000 Penalty: 5745.612793
	Iteration 40F: 3 clusters Score -1.3493e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104720 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -13493005.000000 Penalty: 5745.612793
	Iteration 41Q: 3 clusters Score -1.3493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104726 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -13493009.000000 Penalty: 5745.612793
	Iteration 42Q: 3 clusters Score -1.349301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104730 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -13493011.000000 Penalty: 5745.612793
	Iteration 43Q: 3 clusters Score -1.349301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104731 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -13493010.000000 Penalty: 5745.612793
	Iteration 44Q: 3 clusters Score -1.349301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104732 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -13493007.000000 Penalty: 5745.612793
	Iteration 45Q: 3 clusters Score -1.349301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104732 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -13493007.000000 Penalty: 5745.612793
	Iteration 46F: 3 clusters Score -1.349301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Entering Unmasked Estep 
Score: -380699.937500 Penalty: 2050.772461
	Iteration 0F: 2 clusters Score -380699.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -376896.437500 Penalty: 4101.544922
	Iteration 0F: 3 clusters Score -376896.4 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -377925.093750 Penalty: 4101.544922
	Iteration 1F: 3 clusters Score -377925.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -378184.687500 Penalty: 4101.544922
	Iteration 2F: 3 clusters Score -378184.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -378363.500000 Penalty: 4101.544922
	Iteration 3F: 3 clusters Score -378363.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -378529.687500 Penalty: 4101.544922
	Iteration 4Q: 3 clusters Score -378529.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -378690.343750 Penalty: 4101.544922
	Iteration 5Q: 3 clusters Score -378690.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -378831.125000 Penalty: 4101.544922
	Iteration 6Q: 3 clusters Score -378831.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -378974.875000 Penalty: 4101.544922
	Iteration 7Q: 3 clusters Score -378974.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -379120.750000 Penalty: 4101.544922
	Iteration 8Q: 3 clusters Score -379120.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -379256.375000 Penalty: 4101.544922
	Iteration 9Q: 3 clusters Score -379256.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -379397.343750 Penalty: 4101.544922
	Iteration 10Q: 3 clusters Score -379397.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -379517.187500 Penalty: 4101.544922
	Iteration 11Q: 3 clusters Score -379517.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -379646.031250 Penalty: 4101.544922
	Iteration 12Q: 3 clusters Score -379646 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -379768.218750 Penalty: 4101.544922
	Iteration 13Q: 3 clusters Score -379768.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -379872.500000 Penalty: 4101.544922
	Iteration 14Q: 3 clusters Score -379872.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -379946.937500 Penalty: 4101.544922
	Iteration 15Q: 3 clusters Score -379946.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -379999.218750 Penalty: 4101.544922
	Iteration 16Q: 3 clusters Score -379999.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -380041.843750 Penalty: 4101.544922
	Iteration 17Q: 3 clusters Score -380041.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -380079.750000 Penalty: 4101.544922
	Iteration 18Q: 3 clusters Score -380079.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -380101.125000 Penalty: 4101.544922
	Iteration 19Q: 3 clusters Score -380101.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -380184.687500 Penalty: 4101.544922
	Iteration 20F: 3 clusters Score -380184.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -380290.812500 Penalty: 4101.544922
	Iteration 21Q: 3 clusters Score -380290.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -380341.625000 Penalty: 4101.544922
	Iteration 22Q: 3 clusters Score -380341.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -380370.312500 Penalty: 4101.544922
	Iteration 23Q: 3 clusters Score -380370.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -380392.875000 Penalty: 4101.544922
	Iteration 24Q: 3 clusters Score -380392.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -380402.812500 Penalty: 4101.544922
	Iteration 25Q: 3 clusters Score -380402.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -380405.187500 Penalty: 4101.544922
	Iteration 26Q: 3 clusters Score -380405.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -380410.531250 Penalty: 4101.544922
	Iteration 27Q: 3 clusters Score -380410.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -380412.343750 Penalty: 4101.544922
	Iteration 28Q: 3 clusters Score -380412.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -380414.156250 Penalty: 4101.544922
	Iteration 29Q: 3 clusters Score -380414.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -380414.718750 Penalty: 4101.544922
	Iteration 30Q: 3 clusters Score -380414.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -380415.250000 Penalty: 4101.544922
	Iteration 31Q: 3 clusters Score -380415.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -380415.250000 Penalty: 4101.544922
	Iteration 32F: 3 clusters Score -380415.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (194962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194962 members 
Entering Unmasked Estep 
Score: -24356756.000000 Penalty: 3020.778809
	Iteration 0F: 2 clusters Score -2.435676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97394 members 
Mstep: Class 2 contains 97568 members 
Entering Unmasked Estep 
Score: -24230472.000000 Penalty: 6041.557617
	Iteration 0F: 3 clusters Score -2.423047e+07 nChanged 93361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99403 members 
Mstep: Class 2 contains 95559 members 
Entering Unmasked Estep 
Score: -24285186.000000 Penalty: 6041.557617
	Iteration 1F: 3 clusters Score -2.428519e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100579 members 
Mstep: Class 2 contains 94383 members 
Entering Unmasked Estep 
Score: -24286812.000000 Penalty: 6041.557617
	Iteration 2Q: 3 clusters Score -2.428681e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102275 members 
Mstep: Class 2 contains 92687 members 
Entering Unmasked Estep 
Score: -24288660.000000 Penalty: 6041.557617
	Iteration 3Q: 3 clusters Score -2.428866e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104912 members 
Mstep: Class 2 contains 90050 members 
Entering Unmasked Estep 
Score: -24291144.000000 Penalty: 6041.557617
	Iteration 4Q: 3 clusters Score -2.429114e+07 nChanged 8979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108659 members 
Mstep: Class 2 contains 86303 members 
Entering Unmasked Estep 
Score: -24294854.000000 Penalty: 6041.557617
	Iteration 5Q: 3 clusters Score -2.429485e+07 nChanged 10375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113970 members 
Mstep: Class 2 contains 80992 members 
Entering Unmasked Estep 
Score: -24300194.000000 Penalty: 6041.557617
	Iteration 6F: 3 clusters Score -2.430019e+07 nChanged 11482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120676 members 
Mstep: Class 2 contains 74286 members 
Entering Unmasked Estep 
Score: -24307144.000000 Penalty: 6041.557617
	Iteration 7F: 3 clusters Score -2.430714e+07 nChanged 11743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128311 members 
Mstep: Class 2 contains 66651 members 
Entering Unmasked Estep 
Score: -24315024.000000 Penalty: 6041.557617
	Iteration 8F: 3 clusters Score -2.431502e+07 nChanged 11208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135973 members 
Mstep: Class 2 contains 58989 members 
Entering Unmasked Estep 
Score: -24323246.000000 Penalty: 6041.557617
	Iteration 9F: 3 clusters Score -2.432325e+07 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143039 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -24330380.000000 Penalty: 6041.557617
	Iteration 10F: 3 clusters Score -2.433038e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148897 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -24335506.000000 Penalty: 6041.557617
	Iteration 11Q: 3 clusters Score -2.433551e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153752 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -24338846.000000 Penalty: 6041.557617
	Iteration 12Q: 3 clusters Score -2.433885e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158250 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -24340966.000000 Penalty: 6041.557617
	Iteration 13Q: 3 clusters Score -2.434097e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162605 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -24343068.000000 Penalty: 6041.557617
	Iteration 14Q: 3 clusters Score -2.434307e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167031 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -24344618.000000 Penalty: 6041.557617
	Iteration 15Q: 3 clusters Score -2.434462e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171401 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -24346296.000000 Penalty: 6041.557617
	Iteration 16Q: 3 clusters Score -2.43463e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175654 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -24348012.000000 Penalty: 6041.557617
	Iteration 17Q: 3 clusters Score -2.434801e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179514 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -24349494.000000 Penalty: 6041.557617
	Iteration 18Q: 3 clusters Score -2.434949e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182866 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -24350786.000000 Penalty: 6041.557617
	Iteration 19Q: 3 clusters Score -2.435079e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185668 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -24351584.000000 Penalty: 6041.557617
	Iteration 20F: 3 clusters Score -2.435158e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187890 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -24352342.000000 Penalty: 6041.557617
	Iteration 21Q: 3 clusters Score -2.435234e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189583 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -24353104.000000 Penalty: 6041.557617
	Iteration 22Q: 3 clusters Score -2.43531e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190848 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -24353334.000000 Penalty: 6041.557617
	Iteration 23Q: 3 clusters Score -2.435333e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191775 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -24353662.000000 Penalty: 6041.557617
	Iteration 24Q: 3 clusters Score -2.435366e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192442 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -24353890.000000 Penalty: 6041.557617
	Iteration 25Q: 3 clusters Score -2.435389e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192883 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -24353976.000000 Penalty: 6041.557617
	Iteration 26Q: 3 clusters Score -2.435398e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193202 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -24354056.000000 Penalty: 6041.557617
	Iteration 27Q: 3 clusters Score -2.435406e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193431 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -24354178.000000 Penalty: 6041.557617
	Iteration 28Q: 3 clusters Score -2.435418e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193571 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -24354230.000000 Penalty: 6041.557617
	Iteration 29Q: 3 clusters Score -2.435423e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193661 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -24354282.000000 Penalty: 6041.557617
	Iteration 30Q: 3 clusters Score -2.435428e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193716 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -24354270.000000 Penalty: 6041.557617
	Iteration 31Q: 3 clusters Score -2.435427e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193772 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -24354284.000000 Penalty: 6041.557617
	Iteration 32Q: 3 clusters Score -2.435428e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193819 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -24354338.000000 Penalty: 6041.557617
	Iteration 33Q: 3 clusters Score -2.435434e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193857 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -24354392.000000 Penalty: 6041.557617
	Iteration 34Q: 3 clusters Score -2.435439e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193883 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -24354430.000000 Penalty: 6041.557617
	Iteration 35Q: 3 clusters Score -2.435443e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193906 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -24354420.000000 Penalty: 6041.557617
	Iteration 36Q: 3 clusters Score -2.435442e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193934 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -24354452.000000 Penalty: 6041.557617
	Iteration 37Q: 3 clusters Score -2.435445e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193955 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -24354506.000000 Penalty: 6041.557617
	Iteration 38Q: 3 clusters Score -2.435451e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193973 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -24354500.000000 Penalty: 6041.557617
	Iteration 39Q: 3 clusters Score -2.43545e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193984 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -24354502.000000 Penalty: 6041.557617
	Iteration 40F: 3 clusters Score -2.43545e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193992 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -24354526.000000 Penalty: 6041.557617
	Iteration 41Q: 3 clusters Score -2.435453e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193993 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -24354542.000000 Penalty: 6041.557617
	Iteration 42Q: 3 clusters Score -2.435454e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193992 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -24354540.000000 Penalty: 6041.557617
	Iteration 43Q: 3 clusters Score -2.435454e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194002 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -24354532.000000 Penalty: 6041.557617
	Iteration 44Q: 3 clusters Score -2.435453e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194008 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -24354558.000000 Penalty: 6041.557617
	Iteration 45Q: 3 clusters Score -2.435456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194015 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -24354558.000000 Penalty: 6041.557617
	Iteration 46Q: 3 clusters Score -2.435456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194019 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -24354576.000000 Penalty: 6041.557617
	Iteration 47Q: 3 clusters Score -2.435458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194026 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -24354588.000000 Penalty: 6041.557617
	Iteration 48Q: 3 clusters Score -2.435459e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194028 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -24354596.000000 Penalty: 6041.557617
	Iteration 49Q: 3 clusters Score -2.43546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194026 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -24354602.000000 Penalty: 6041.557617
	Iteration 50Q: 3 clusters Score -2.43546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194025 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -24354608.000000 Penalty: 6041.557617
	Iteration 51Q: 3 clusters Score -2.435461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194025 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -24354596.000000 Penalty: 6041.557617
	Iteration 52Q: 3 clusters Score -2.43546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194022 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -24354594.000000 Penalty: 6041.557617
	Iteration 53Q: 3 clusters Score -2.435459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194021 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -24354602.000000 Penalty: 6041.557617
	Iteration 54Q: 3 clusters Score -2.43546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194019 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -24354580.000000 Penalty: 6041.557617
	Iteration 55Q: 3 clusters Score -2.435458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194017 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -24354592.000000 Penalty: 6041.557617
	Iteration 56Q: 3 clusters Score -2.435459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194016 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -24354600.000000 Penalty: 6041.557617
	Iteration 57Q: 3 clusters Score -2.43546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194014 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -24354596.000000 Penalty: 6041.557617
	Iteration 58Q: 3 clusters Score -2.43546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194013 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -24354586.000000 Penalty: 6041.557617
	Iteration 59Q: 3 clusters Score -2.435459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194009 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -24354602.000000 Penalty: 6041.557617
	Iteration 60F: 3 clusters Score -2.43546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194010 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -24354584.000000 Penalty: 6041.557617
	Iteration 61Q: 3 clusters Score -2.435458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194009 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -24354592.000000 Penalty: 6041.557617
	Iteration 62Q: 3 clusters Score -2.435459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194009 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -24354592.000000 Penalty: 6041.557617
	Iteration 63F: 3 clusters Score -2.435459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Entering Unmasked Estep 
Score: -2599927.750000 Penalty: 2465.218750
	Iteration 0F: 2 clusters Score -2599928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2585273.750000 Penalty: 4930.437500
	Iteration 0F: 3 clusters Score -2585274 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2590187.250000 Penalty: 4930.437500
	Iteration 1F: 3 clusters Score -2590187 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2590542.250000 Penalty: 4930.437500
	Iteration 2Q: 3 clusters Score -2590542 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2590798.000000 Penalty: 4930.437500
	Iteration 3Q: 3 clusters Score -2590798 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2591045.000000 Penalty: 4930.437500
	Iteration 4Q: 3 clusters Score -2591045 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2591296.250000 Penalty: 4930.437500
	Iteration 5Q: 3 clusters Score -2591296 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2591541.500000 Penalty: 4930.437500
	Iteration 6Q: 3 clusters Score -2591542 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2591840.750000 Penalty: 4930.437500
	Iteration 7Q: 3 clusters Score -2591841 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2592173.750000 Penalty: 4930.437500
	Iteration 8Q: 3 clusters Score -2592174 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2592553.250000 Penalty: 4930.437500
	Iteration 9Q: 3 clusters Score -2592553 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2592993.750000 Penalty: 4930.437500
	Iteration 10Q: 3 clusters Score -2592994 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2593524.750000 Penalty: 4930.437500
	Iteration 11Q: 3 clusters Score -2593525 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2593990.250000 Penalty: 4930.437500
	Iteration 12Q: 3 clusters Score -2593990 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2594444.750000 Penalty: 4930.437500
	Iteration 13Q: 3 clusters Score -2594445 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2594901.000000 Penalty: 4930.437500
	Iteration 14Q: 3 clusters Score -2594901 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2595273.000000 Penalty: 4930.437500
	Iteration 15Q: 3 clusters Score -2595273 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2595579.000000 Penalty: 4930.437500
	Iteration 16Q: 3 clusters Score -2595579 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2595803.000000 Penalty: 4930.437500
	Iteration 17Q: 3 clusters Score -2595803 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2596008.000000 Penalty: 4930.437500
	Iteration 18Q: 3 clusters Score -2596008 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2596195.750000 Penalty: 4930.437500
	Iteration 19Q: 3 clusters Score -2596196 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2596326.500000 Penalty: 4930.437500
	Iteration 20F: 3 clusters Score -2596326 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2596469.250000 Penalty: 4930.437500
	Iteration 21Q: 3 clusters Score -2596469 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2596612.000000 Penalty: 4930.437500
	Iteration 22Q: 3 clusters Score -2596612 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2596732.500000 Penalty: 4930.437500
	Iteration 23Q: 3 clusters Score -2596732 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2596845.500000 Penalty: 4930.437500
	Iteration 24Q: 3 clusters Score -2596846 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2596947.500000 Penalty: 4930.437500
	Iteration 25Q: 3 clusters Score -2596948 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2597041.750000 Penalty: 4930.437500
	Iteration 26Q: 3 clusters Score -2597042 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2597114.000000 Penalty: 4930.437500
	Iteration 27Q: 3 clusters Score -2597114 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2597196.000000 Penalty: 4930.437500
	Iteration 28Q: 3 clusters Score -2597196 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2597266.000000 Penalty: 4930.437500
	Iteration 29Q: 3 clusters Score -2597266 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2597336.250000 Penalty: 4930.437500
	Iteration 30Q: 3 clusters Score -2597336 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2597404.750000 Penalty: 4930.437500
	Iteration 31Q: 3 clusters Score -2597405 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2597470.750000 Penalty: 4930.437500
	Iteration 32Q: 3 clusters Score -2597471 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2597527.750000 Penalty: 4930.437500
	Iteration 33Q: 3 clusters Score -2597528 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2597565.500000 Penalty: 4930.437500
	Iteration 34Q: 3 clusters Score -2597566 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2597601.500000 Penalty: 4930.437500
	Iteration 35Q: 3 clusters Score -2597602 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2597636.250000 Penalty: 4930.437500
	Iteration 36Q: 3 clusters Score -2597636 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2597660.250000 Penalty: 4930.437500
	Iteration 37Q: 3 clusters Score -2597660 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2597690.500000 Penalty: 4930.437500
	Iteration 38Q: 3 clusters Score -2597690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2597709.500000 Penalty: 4930.437500
	Iteration 39Q: 3 clusters Score -2597710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2597733.000000 Penalty: 4930.437500
	Iteration 40F: 3 clusters Score -2597733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2597744.000000 Penalty: 4930.437500
	Iteration 41Q: 3 clusters Score -2597744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2597751.500000 Penalty: 4930.437500
	Iteration 42Q: 3 clusters Score -2597752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2597761.500000 Penalty: 4930.437500
	Iteration 43Q: 3 clusters Score -2597762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2597763.750000 Penalty: 4930.437500
	Iteration 44Q: 3 clusters Score -2597764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2597770.750000 Penalty: 4930.437500
	Iteration 45Q: 3 clusters Score -2597771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2597773.250000 Penalty: 4930.437500
	Iteration 46Q: 3 clusters Score -2597773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2597772.750000 Penalty: 4930.437500
	Iteration 47Q: 3 clusters Score -2597773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2597774.500000 Penalty: 4930.437500
	Iteration 48Q: 3 clusters Score -2597774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2597779.250000 Penalty: 4930.437500
	Iteration 49Q: 3 clusters Score -2597779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2597782.250000 Penalty: 4930.437500
	Iteration 50Q: 3 clusters Score -2597782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2597780.000000 Penalty: 4930.437500
	Iteration 51Q: 3 clusters Score -2597780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2597785.750000 Penalty: 4930.437500
	Iteration 52Q: 3 clusters Score -2597786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2597789.000000 Penalty: 4930.437500
	Iteration 53Q: 3 clusters Score -2597789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2597792.500000 Penalty: 4930.437500
	Iteration 54Q: 3 clusters Score -2597792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2597792.250000 Penalty: 4930.437500
	Iteration 55Q: 3 clusters Score -2597792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2597792.000000 Penalty: 4930.437500
	Iteration 56Q: 3 clusters Score -2597792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2597792.000000 Penalty: 4930.437500
	Iteration 57F: 3 clusters Score -2597792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -278214.593750 Penalty: 1950.376099
	Iteration 0F: 2 clusters Score -278214.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -275210.656250 Penalty: 3900.752197
	Iteration 0F: 3 clusters Score -275210.7 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -275773.218750 Penalty: 3900.752197
	Iteration 1F: 3 clusters Score -275773.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -275925.093750 Penalty: 3900.752197
	Iteration 2F: 3 clusters Score -275925.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -276015.718750 Penalty: 3900.752197
	Iteration 3Q: 3 clusters Score -276015.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -276083.093750 Penalty: 3900.752197
	Iteration 4Q: 3 clusters Score -276083.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -276141.281250 Penalty: 3900.752197
	Iteration 5Q: 3 clusters Score -276141.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -276185.937500 Penalty: 3900.752197
	Iteration 6Q: 3 clusters Score -276185.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -276237.750000 Penalty: 3900.752197
	Iteration 7Q: 3 clusters Score -276237.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -276278.093750 Penalty: 3900.752197
	Iteration 8Q: 3 clusters Score -276278.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -276315.250000 Penalty: 3900.752197
	Iteration 9Q: 3 clusters Score -276315.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -276336.906250 Penalty: 3900.752197
	Iteration 10Q: 3 clusters Score -276336.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -276356.812500 Penalty: 3900.752197
	Iteration 11Q: 3 clusters Score -276356.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -276372.000000 Penalty: 3900.752197
	Iteration 12Q: 3 clusters Score -276372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -276383.718750 Penalty: 3900.752197
	Iteration 13Q: 3 clusters Score -276383.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -276397.437500 Penalty: 3900.752197
	Iteration 14Q: 3 clusters Score -276397.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -276408.968750 Penalty: 3900.752197
	Iteration 15Q: 3 clusters Score -276409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -276416.375000 Penalty: 3900.752197
	Iteration 16Q: 3 clusters Score -276416.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -276423.406250 Penalty: 3900.752197
	Iteration 17Q: 3 clusters Score -276423.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -276433.468750 Penalty: 3900.752197
	Iteration 18Q: 3 clusters Score -276433.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -276450.875000 Penalty: 3900.752197
	Iteration 19Q: 3 clusters Score -276450.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -276467.656250 Penalty: 3900.752197
	Iteration 20F: 3 clusters Score -276467.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -276488.250000 Penalty: 3900.752197
	Iteration 21Q: 3 clusters Score -276488.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -276498.968750 Penalty: 3900.752197
	Iteration 22Q: 3 clusters Score -276499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -276501.937500 Penalty: 3900.752197
	Iteration 23Q: 3 clusters Score -276501.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -276510.031250 Penalty: 3900.752197
	Iteration 24Q: 3 clusters Score -276510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -276518.093750 Penalty: 3900.752197
	Iteration 25Q: 3 clusters Score -276518.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -276526.906250 Penalty: 3900.752197
	Iteration 26Q: 3 clusters Score -276526.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -276531.375000 Penalty: 3900.752197
	Iteration 27Q: 3 clusters Score -276531.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -276536.562500 Penalty: 3900.752197
	Iteration 28Q: 3 clusters Score -276536.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -276541.281250 Penalty: 3900.752197
	Iteration 29Q: 3 clusters Score -276541.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -276544.312500 Penalty: 3900.752197
	Iteration 30Q: 3 clusters Score -276544.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -276546.750000 Penalty: 3900.752197
	Iteration 31Q: 3 clusters Score -276546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -276548.062500 Penalty: 3900.752197
	Iteration 32Q: 3 clusters Score -276548.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -276549.656250 Penalty: 3900.752197
	Iteration 33Q: 3 clusters Score -276549.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -276550.781250 Penalty: 3900.752197
	Iteration 34Q: 3 clusters Score -276550.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -276550.781250 Penalty: 3900.752197
	Iteration 35F: 3 clusters Score -276550.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Entering Unmasked Estep 
Score: -826611.687500 Penalty: 2196.416748
	Iteration 0F: 2 clusters Score -826611.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -820793.500000 Penalty: 4392.833496
	Iteration 0F: 3 clusters Score -820793.5 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -822536.000000 Penalty: 4392.833496
	Iteration 1F: 3 clusters Score -822536 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -823068.312500 Penalty: 4392.833496
	Iteration 2F: 3 clusters Score -823068.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -823556.812500 Penalty: 4392.833496
	Iteration 3F: 3 clusters Score -823556.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -823957.187500 Penalty: 4392.833496
	Iteration 4F: 3 clusters Score -823957.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -824232.875000 Penalty: 4392.833496
	Iteration 5F: 3 clusters Score -824232.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -824437.625000 Penalty: 4392.833496
	Iteration 6Q: 3 clusters Score -824437.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -824601.750000 Penalty: 4392.833496
	Iteration 7Q: 3 clusters Score -824601.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -824722.812500 Penalty: 4392.833496
	Iteration 8Q: 3 clusters Score -824722.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -824795.500000 Penalty: 4392.833496
	Iteration 9Q: 3 clusters Score -824795.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -824861.687500 Penalty: 4392.833496
	Iteration 10Q: 3 clusters Score -824861.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -824928.875000 Penalty: 4392.833496
	Iteration 11Q: 3 clusters Score -824928.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -824985.875000 Penalty: 4392.833496
	Iteration 12Q: 3 clusters Score -824985.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -825032.500000 Penalty: 4392.833496
	Iteration 13Q: 3 clusters Score -825032.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -825071.687500 Penalty: 4392.833496
	Iteration 14Q: 3 clusters Score -825071.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -825103.875000 Penalty: 4392.833496
	Iteration 15Q: 3 clusters Score -825103.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -825132.312500 Penalty: 4392.833496
	Iteration 16Q: 3 clusters Score -825132.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -825157.812500 Penalty: 4392.833496
	Iteration 17Q: 3 clusters Score -825157.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -825174.750000 Penalty: 4392.833496
	Iteration 18Q: 3 clusters Score -825174.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -825193.187500 Penalty: 4392.833496
	Iteration 19Q: 3 clusters Score -825193.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -825208.937500 Penalty: 4392.833496
	Iteration 20F: 3 clusters Score -825208.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -825224.562500 Penalty: 4392.833496
	Iteration 21Q: 3 clusters Score -825224.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -825245.750000 Penalty: 4392.833496
	Iteration 22Q: 3 clusters Score -825245.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -825262.312500 Penalty: 4392.833496
	Iteration 23Q: 3 clusters Score -825262.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -825275.875000 Penalty: 4392.833496
	Iteration 24Q: 3 clusters Score -825275.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -825287.062500 Penalty: 4392.833496
	Iteration 25Q: 3 clusters Score -825287.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -825298.562500 Penalty: 4392.833496
	Iteration 26Q: 3 clusters Score -825298.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -825307.625000 Penalty: 4392.833496
	Iteration 27Q: 3 clusters Score -825307.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -825312.437500 Penalty: 4392.833496
	Iteration 28Q: 3 clusters Score -825312.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -825317.625000 Penalty: 4392.833496
	Iteration 29Q: 3 clusters Score -825317.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -825324.312500 Penalty: 4392.833496
	Iteration 30Q: 3 clusters Score -825324.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -825328.687500 Penalty: 4392.833496
	Iteration 31Q: 3 clusters Score -825328.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -825335.937500 Penalty: 4392.833496
	Iteration 32Q: 3 clusters Score -825335.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -825340.500000 Penalty: 4392.833496
	Iteration 33Q: 3 clusters Score -825340.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -825345.250000 Penalty: 4392.833496
	Iteration 34Q: 3 clusters Score -825345.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -825348.062500 Penalty: 4392.833496
	Iteration 35Q: 3 clusters Score -825348.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -825351.125000 Penalty: 4392.833496
	Iteration 36Q: 3 clusters Score -825351.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -825351.812500 Penalty: 4392.833496
	Iteration 37Q: 3 clusters Score -825351.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -825357.750000 Penalty: 4392.833496
	Iteration 38Q: 3 clusters Score -825357.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -825362.562500 Penalty: 4392.833496
	Iteration 39Q: 3 clusters Score -825362.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -825363.625000 Penalty: 4392.833496
	Iteration 40F: 3 clusters Score -825363.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -825366.000000 Penalty: 4392.833496
	Iteration 41Q: 3 clusters Score -825366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -825370.250000 Penalty: 4392.833496
	Iteration 42Q: 3 clusters Score -825370.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -825369.875000 Penalty: 4392.833496
	Iteration 43Q: 3 clusters Score -825369.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -825372.375000 Penalty: 4392.833496
	Iteration 44Q: 3 clusters Score -825372.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -825374.375000 Penalty: 4392.833496
	Iteration 45Q: 3 clusters Score -825374.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -825375.000000 Penalty: 4392.833496
	Iteration 46Q: 3 clusters Score -825375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -825377.875000 Penalty: 4392.833496
	Iteration 47Q: 3 clusters Score -825377.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -825379.812500 Penalty: 4392.833496
	Iteration 48Q: 3 clusters Score -825379.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -825380.812500 Penalty: 4392.833496
	Iteration 49Q: 3 clusters Score -825380.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -825383.500000 Penalty: 4392.833496
	Iteration 50Q: 3 clusters Score -825383.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -825386.312500 Penalty: 4392.833496
	Iteration 51Q: 3 clusters Score -825386.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -825386.437500 Penalty: 4392.833496
	Iteration 52Q: 3 clusters Score -825386.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -825388.250000 Penalty: 4392.833496
	Iteration 53Q: 3 clusters Score -825388.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -825389.625000 Penalty: 4392.833496
	Iteration 54Q: 3 clusters Score -825389.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -825389.937500 Penalty: 4392.833496
	Iteration 55Q: 3 clusters Score -825389.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -825393.062500 Penalty: 4392.833496
	Iteration 56Q: 3 clusters Score -825393.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -825396.062500 Penalty: 4392.833496
	Iteration 57Q: 3 clusters Score -825396.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -825399.875000 Penalty: 4392.833496
	Iteration 58Q: 3 clusters Score -825399.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -825398.375000 Penalty: 4392.833496
	Iteration 59Q: 3 clusters Score -825398.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -825399.062500 Penalty: 4392.833496
	Iteration 60F: 3 clusters Score -825399.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Entering Unmasked Estep 
Score: -4824865.000000 Penalty: 2626.173340
	Iteration 0F: 2 clusters Score -4824865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -4798037.000000 Penalty: 5252.346680
	Iteration 0F: 3 clusters Score -4798037 nChanged 18094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -4807920.500000 Penalty: 5252.346680
	Iteration 1F: 3 clusters Score -4807920 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -4808689.500000 Penalty: 5252.346680
	Iteration 2Q: 3 clusters Score -4808690 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -4809577.000000 Penalty: 5252.346680
	Iteration 3Q: 3 clusters Score -4809577 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -4810616.000000 Penalty: 5252.346680
	Iteration 4Q: 3 clusters Score -4810616 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -4811737.000000 Penalty: 5252.346680
	Iteration 5F: 3 clusters Score -4811737 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -4812749.000000 Penalty: 5252.346680
	Iteration 6Q: 3 clusters Score -4812749 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -4813960.000000 Penalty: 5252.346680
	Iteration 7F: 3 clusters Score -4813960 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -4815085.000000 Penalty: 5252.346680
	Iteration 8Q: 3 clusters Score -4815085 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -4816103.000000 Penalty: 5252.346680
	Iteration 9Q: 3 clusters Score -4816103 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -4817155.500000 Penalty: 5252.346680
	Iteration 10Q: 3 clusters Score -4817156 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -4818088.000000 Penalty: 5252.346680
	Iteration 11Q: 3 clusters Score -4818088 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -4818854.000000 Penalty: 5252.346680
	Iteration 12Q: 3 clusters Score -4818854 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -4819439.000000 Penalty: 5252.346680
	Iteration 13Q: 3 clusters Score -4819439 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -4819890.000000 Penalty: 5252.346680
	Iteration 14Q: 3 clusters Score -4819890 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -4820242.500000 Penalty: 5252.346680
	Iteration 15Q: 3 clusters Score -4820242 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -4820498.000000 Penalty: 5252.346680
	Iteration 16Q: 3 clusters Score -4820498 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -4820765.000000 Penalty: 5252.346680
	Iteration 17Q: 3 clusters Score -4820765 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -4820946.500000 Penalty: 5252.346680
	Iteration 18Q: 3 clusters Score -4820946 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -4821042.000000 Penalty: 5252.346680
	Iteration 19Q: 3 clusters Score -4821042 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -4821143.500000 Penalty: 5252.346680
	Iteration 20F: 3 clusters Score -4821144 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -4821245.000000 Penalty: 5252.346680
	Iteration 21Q: 3 clusters Score -4821245 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -4821306.000000 Penalty: 5252.346680
	Iteration 22Q: 3 clusters Score -4821306 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -4821342.500000 Penalty: 5252.346680
	Iteration 23Q: 3 clusters Score -4821342 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -4821376.000000 Penalty: 5252.346680
	Iteration 24Q: 3 clusters Score -4821376 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -4821430.500000 Penalty: 5252.346680
	Iteration 25Q: 3 clusters Score -4821430 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -4821493.000000 Penalty: 5252.346680
	Iteration 26Q: 3 clusters Score -4821493 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -4821535.000000 Penalty: 5252.346680
	Iteration 27Q: 3 clusters Score -4821535 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -4821581.500000 Penalty: 5252.346680
	Iteration 28Q: 3 clusters Score -4821582 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -4821606.500000 Penalty: 5252.346680
	Iteration 29Q: 3 clusters Score -4821606 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -4821624.000000 Penalty: 5252.346680
	Iteration 30Q: 3 clusters Score -4821624 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -4821653.000000 Penalty: 5252.346680
	Iteration 31Q: 3 clusters Score -4821653 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -4821686.000000 Penalty: 5252.346680
	Iteration 32Q: 3 clusters Score -4821686 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -4821688.500000 Penalty: 5252.346680
	Iteration 33Q: 3 clusters Score -4821688 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -4821705.000000 Penalty: 5252.346680
	Iteration 34Q: 3 clusters Score -4821705 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -4821706.000000 Penalty: 5252.346680
	Iteration 35Q: 3 clusters Score -4821706 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -4821733.000000 Penalty: 5252.346680
	Iteration 36Q: 3 clusters Score -4821733 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -4821738.000000 Penalty: 5252.346680
	Iteration 37Q: 3 clusters Score -4821738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -4821739.500000 Penalty: 5252.346680
	Iteration 38Q: 3 clusters Score -4821740 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -4821751.500000 Penalty: 5252.346680
	Iteration 39Q: 3 clusters Score -4821752 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -4821773.500000 Penalty: 5252.346680
	Iteration 40F: 3 clusters Score -4821774 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -4821779.500000 Penalty: 5252.346680
	Iteration 41Q: 3 clusters Score -4821780 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -4821792.500000 Penalty: 5252.346680
	Iteration 42Q: 3 clusters Score -4821792 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -4821802.500000 Penalty: 5252.346680
	Iteration 43Q: 3 clusters Score -4821802 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -4821803.500000 Penalty: 5252.346680
	Iteration 44Q: 3 clusters Score -4821804 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -4821827.500000 Penalty: 5252.346680
	Iteration 45Q: 3 clusters Score -4821828 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -4821835.500000 Penalty: 5252.346680
	Iteration 46Q: 3 clusters Score -4821836 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -4821846.500000 Penalty: 5252.346680
	Iteration 47Q: 3 clusters Score -4821846 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -4821874.000000 Penalty: 5252.346680
	Iteration 48Q: 3 clusters Score -4821874 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -4821897.500000 Penalty: 5252.346680
	Iteration 49Q: 3 clusters Score -4821898 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -4821900.500000 Penalty: 5252.346680
	Iteration 50Q: 3 clusters Score -4821900 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -4821908.500000 Penalty: 5252.346680
	Iteration 51Q: 3 clusters Score -4821908 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -4821924.500000 Penalty: 5252.346680
	Iteration 52Q: 3 clusters Score -4821924 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -4821954.000000 Penalty: 5252.346680
	Iteration 53Q: 3 clusters Score -4821954 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -4821955.500000 Penalty: 5252.346680
	Iteration 54Q: 3 clusters Score -4821956 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -4821968.500000 Penalty: 5252.346680
	Iteration 55Q: 3 clusters Score -4821968 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -4821986.500000 Penalty: 5252.346680
	Iteration 56Q: 3 clusters Score -4821986 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -4822004.500000 Penalty: 5252.346680
	Iteration 57Q: 3 clusters Score -4822004 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -4821995.000000 Penalty: 5252.346680
	Iteration 58Q: 3 clusters Score -4821995 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -4822013.000000 Penalty: 5252.346680
	Iteration 59Q: 3 clusters Score -4822013 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -4822019.500000 Penalty: 5252.346680
	Iteration 60F: 3 clusters Score -4822020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -4822031.500000 Penalty: 5252.346680
	Iteration 61Q: 3 clusters Score -4822032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -4822036.000000 Penalty: 5252.346680
	Iteration 62Q: 3 clusters Score -4822036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -4822039.000000 Penalty: 5252.346680
	Iteration 63Q: 3 clusters Score -4822039 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -4822056.000000 Penalty: 5252.346680
	Iteration 64Q: 3 clusters Score -4822056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -4822065.500000 Penalty: 5252.346680
	Iteration 65Q: 3 clusters Score -4822066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -4822068.500000 Penalty: 5252.346680
	Iteration 66Q: 3 clusters Score -4822068 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -4822075.500000 Penalty: 5252.346680
	Iteration 67Q: 3 clusters Score -4822076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -4822086.500000 Penalty: 5252.346680
	Iteration 68Q: 3 clusters Score -4822086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -4822108.000000 Penalty: 5252.346680
	Iteration 69Q: 3 clusters Score -4822108 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -4822100.500000 Penalty: 5252.346680
	Iteration 70Q: 3 clusters Score -4822100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -4822106.500000 Penalty: 5252.346680
	Iteration 71Q: 3 clusters Score -4822106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -4822111.000000 Penalty: 5252.346680
	Iteration 72Q: 3 clusters Score -4822111 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -4822117.500000 Penalty: 5252.346680
	Iteration 73Q: 3 clusters Score -4822118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -4822116.500000 Penalty: 5252.346680
	Iteration 74Q: 3 clusters Score -4822116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -4822125.500000 Penalty: 5252.346680
	Iteration 75Q: 3 clusters Score -4822126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -4822126.000000 Penalty: 5252.346680
	Iteration 76Q: 3 clusters Score -4822126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -4822156.000000 Penalty: 5252.346680
	Iteration 77Q: 3 clusters Score -4822156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -4822170.500000 Penalty: 5252.346680
	Iteration 78Q: 3 clusters Score -4822170 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -4822173.500000 Penalty: 5252.346680
	Iteration 79Q: 3 clusters Score -4822174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -4822185.000000 Penalty: 5252.346680
	Iteration 80F: 3 clusters Score -4822185 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -4822202.000000 Penalty: 5252.346680
	Iteration 81Q: 3 clusters Score -4822202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -4822208.000000 Penalty: 5252.346680
	Iteration 82Q: 3 clusters Score -4822208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -4822220.000000 Penalty: 5252.346680
	Iteration 83Q: 3 clusters Score -4822220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -4822238.000000 Penalty: 5252.346680
	Iteration 84Q: 3 clusters Score -4822238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -4822227.500000 Penalty: 5252.346680
	Iteration 85Q: 3 clusters Score -4822228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -4822233.500000 Penalty: 5252.346680
	Iteration 86Q: 3 clusters Score -4822234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -4822249.500000 Penalty: 5252.346680
	Iteration 87Q: 3 clusters Score -4822250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -4822256.000000 Penalty: 5252.346680
	Iteration 88Q: 3 clusters Score -4822256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -4822256.500000 Penalty: 5252.346680
	Iteration 89Q: 3 clusters Score -4822256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -4822252.500000 Penalty: 5252.346680
	Iteration 90Q: 3 clusters Score -4822252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -4822254.500000 Penalty: 5252.346680
	Iteration 91Q: 3 clusters Score -4822254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -4822257.000000 Penalty: 5252.346680
	Iteration 92Q: 3 clusters Score -4822257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -4822267.500000 Penalty: 5252.346680
	Iteration 93Q: 3 clusters Score -4822268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -4822263.500000 Penalty: 5252.346680
	Iteration 94Q: 3 clusters Score -4822264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -4822279.000000 Penalty: 5252.346680
	Iteration 95Q: 3 clusters Score -4822279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -4822279.000000 Penalty: 5252.346680
	Iteration 96Q: 3 clusters Score -4822279 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -4822280.500000 Penalty: 5252.346680
	Iteration 97Q: 3 clusters Score -4822280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -4822281.500000 Penalty: 5252.346680
	Iteration 98Q: 3 clusters Score -4822282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -4822292.000000 Penalty: 5252.346680
	Iteration 99Q: 3 clusters Score -4822292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -4822298.500000 Penalty: 5252.346680
	Iteration 100F: 3 clusters Score -4822298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -4822314.500000 Penalty: 5252.346680
	Iteration 101Q: 3 clusters Score -4822314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -4822320.500000 Penalty: 5252.346680
	Iteration 102Q: 3 clusters Score -4822320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -4822329.000000 Penalty: 5252.346680
	Iteration 103Q: 3 clusters Score -4822329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -4822342.500000 Penalty: 5252.346680
	Iteration 104Q: 3 clusters Score -4822342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -4822344.500000 Penalty: 5252.346680
	Iteration 105Q: 3 clusters Score -4822344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -4822358.500000 Penalty: 5252.346680
	Iteration 106Q: 3 clusters Score -4822358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -4822368.500000 Penalty: 5252.346680
	Iteration 107Q: 3 clusters Score -4822368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -4822378.000000 Penalty: 5252.346680
	Iteration 108Q: 3 clusters Score -4822378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -4822386.500000 Penalty: 5252.346680
	Iteration 109Q: 3 clusters Score -4822386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -4822396.000000 Penalty: 5252.346680
	Iteration 110Q: 3 clusters Score -4822396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -4822396.000000 Penalty: 5252.346680
	Iteration 111Q: 3 clusters Score -4822396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -4822398.000000 Penalty: 5252.346680
	Iteration 112Q: 3 clusters Score -4822398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -4822396.000000 Penalty: 5252.346680
	Iteration 113Q: 3 clusters Score -4822396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -4822413.500000 Penalty: 5252.346680
	Iteration 114Q: 3 clusters Score -4822414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -4822416.500000 Penalty: 5252.346680
	Iteration 115Q: 3 clusters Score -4822416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -4822433.000000 Penalty: 5252.346680
	Iteration 116Q: 3 clusters Score -4822433 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -4822436.500000 Penalty: 5252.346680
	Iteration 117Q: 3 clusters Score -4822436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -4822448.000000 Penalty: 5252.346680
	Iteration 118Q: 3 clusters Score -4822448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -4822450.000000 Penalty: 5252.346680
	Iteration 119Q: 3 clusters Score -4822450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -4822453.500000 Penalty: 5252.346680
	Iteration 120F: 3 clusters Score -4822454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -4822465.500000 Penalty: 5252.346680
	Iteration 121Q: 3 clusters Score -4822466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -4822470.500000 Penalty: 5252.346680
	Iteration 122Q: 3 clusters Score -4822470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -4822475.500000 Penalty: 5252.346680
	Iteration 123Q: 3 clusters Score -4822476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -4822486.500000 Penalty: 5252.346680
	Iteration 124Q: 3 clusters Score -4822486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -4822494.500000 Penalty: 5252.346680
	Iteration 125Q: 3 clusters Score -4822494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -4822507.000000 Penalty: 5252.346680
	Iteration 126Q: 3 clusters Score -4822507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -4822511.500000 Penalty: 5252.346680
	Iteration 127Q: 3 clusters Score -4822512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -4822512.500000 Penalty: 5252.346680
	Iteration 128Q: 3 clusters Score -4822512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -4822515.000000 Penalty: 5252.346680
	Iteration 129Q: 3 clusters Score -4822515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -4822518.500000 Penalty: 5252.346680
	Iteration 130Q: 3 clusters Score -4822518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -4822514.500000 Penalty: 5252.346680
	Iteration 131Q: 3 clusters Score -4822514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -4822518.500000 Penalty: 5252.346680
	Iteration 132Q: 3 clusters Score -4822518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -4822520.000000 Penalty: 5252.346680
	Iteration 133Q: 3 clusters Score -4822520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -4822529.500000 Penalty: 5252.346680
	Iteration 134Q: 3 clusters Score -4822530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -4822534.500000 Penalty: 5252.346680
	Iteration 135Q: 3 clusters Score -4822534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -4822532.500000 Penalty: 5252.346680
	Iteration 136Q: 3 clusters Score -4822532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -4822539.000000 Penalty: 5252.346680
	Iteration 137Q: 3 clusters Score -4822539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -4822539.500000 Penalty: 5252.346680
	Iteration 138Q: 3 clusters Score -4822540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -4822539.000000 Penalty: 5252.346680
	Iteration 139Q: 3 clusters Score -4822539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -4822540.500000 Penalty: 5252.346680
	Iteration 140F: 3 clusters Score -4822540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -4822535.000000 Penalty: 5252.346680
	Iteration 141Q: 3 clusters Score -4822535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -4822536.000000 Penalty: 5252.346680
	Iteration 142Q: 3 clusters Score -4822536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -4822539.500000 Penalty: 5252.346680
	Iteration 143Q: 3 clusters Score -4822540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -4822536.500000 Penalty: 5252.346680
	Iteration 144Q: 3 clusters Score -4822536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -4822546.000000 Penalty: 5252.346680
	Iteration 145Q: 3 clusters Score -4822546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -4822550.000000 Penalty: 5252.346680
	Iteration 146Q: 3 clusters Score -4822550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -4822558.000000 Penalty: 5252.346680
	Iteration 147Q: 3 clusters Score -4822558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -4822562.500000 Penalty: 5252.346680
	Iteration 148Q: 3 clusters Score -4822562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -4822564.500000 Penalty: 5252.346680
	Iteration 149Q: 3 clusters Score -4822564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -4822566.500000 Penalty: 5252.346680
	Iteration 150Q: 3 clusters Score -4822566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -4822580.000000 Penalty: 5252.346680
	Iteration 151Q: 3 clusters Score -4822580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -4822586.500000 Penalty: 5252.346680
	Iteration 152Q: 3 clusters Score -4822586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -4822592.000000 Penalty: 5252.346680
	Iteration 153Q: 3 clusters Score -4822592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -4822601.000000 Penalty: 5252.346680
	Iteration 154Q: 3 clusters Score -4822601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -4822624.000000 Penalty: 5252.346680
	Iteration 155Q: 3 clusters Score -4822624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -4822632.000000 Penalty: 5252.346680
	Iteration 156Q: 3 clusters Score -4822632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -4822648.500000 Penalty: 5252.346680
	Iteration 157Q: 3 clusters Score -4822648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -4822642.000000 Penalty: 5252.346680
	Iteration 158Q: 3 clusters Score -4822642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -4822652.000000 Penalty: 5252.346680
	Iteration 159Q: 3 clusters Score -4822652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -4822658.500000 Penalty: 5252.346680
	Iteration 160F: 3 clusters Score -4822658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -4822654.500000 Penalty: 5252.346680
	Iteration 161Q: 3 clusters Score -4822654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -4822659.000000 Penalty: 5252.346680
	Iteration 162Q: 3 clusters Score -4822659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -4822655.000000 Penalty: 5252.346680
	Iteration 163Q: 3 clusters Score -4822655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -4822658.000000 Penalty: 5252.346680
	Iteration 164Q: 3 clusters Score -4822658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -4822661.000000 Penalty: 5252.346680
	Iteration 165Q: 3 clusters Score -4822661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -4822654.000000 Penalty: 5252.346680
	Iteration 166Q: 3 clusters Score -4822654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -4822648.000000 Penalty: 5252.346680
	Iteration 167Q: 3 clusters Score -4822648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -4822646.000000 Penalty: 5252.346680
	Iteration 168Q: 3 clusters Score -4822646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -4822649.000000 Penalty: 5252.346680
	Iteration 169Q: 3 clusters Score -4822649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -4822653.500000 Penalty: 5252.346680
	Iteration 170Q: 3 clusters Score -4822654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -4822654.000000 Penalty: 5252.346680
	Iteration 171Q: 3 clusters Score -4822654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -4822651.500000 Penalty: 5252.346680
	Iteration 172Q: 3 clusters Score -4822652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -4822656.500000 Penalty: 5252.346680
	Iteration 173Q: 3 clusters Score -4822656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -4822655.000000 Penalty: 5252.346680
	Iteration 174Q: 3 clusters Score -4822655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -4822655.000000 Penalty: 5252.346680
	Iteration 175F: 3 clusters Score -4822655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (289726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289726 members 
Entering Unmasked Estep 
Score: -36063496.000000 Penalty: 3119.019287
	Iteration 0F: 2 clusters Score -3.60635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144733 members 
Mstep: Class 2 contains 144993 members 
Entering Unmasked Estep 
Score: -35879432.000000 Penalty: 6238.038574
	Iteration 0F: 3 clusters Score -3.587943e+07 nChanged 140107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143338 members 
Mstep: Class 2 contains 146388 members 
Entering Unmasked Estep 
Score: -35963640.000000 Penalty: 6238.038574
	Iteration 1F: 3 clusters Score -3.596364e+07 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143160 members 
Mstep: Class 2 contains 146566 members 
Entering Unmasked Estep 
Score: -35966408.000000 Penalty: 6238.038574
	Iteration 2Q: 3 clusters Score -3.596641e+07 nChanged 10802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143066 members 
Mstep: Class 2 contains 146660 members 
Entering Unmasked Estep 
Score: -35970680.000000 Penalty: 6238.038574
	Iteration 3Q: 3 clusters Score -3.597068e+07 nChanged 13207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143275 members 
Mstep: Class 2 contains 146451 members 
Entering Unmasked Estep 
Score: -35977080.000000 Penalty: 6238.038574
	Iteration 4Q: 3 clusters Score -3.597708e+07 nChanged 16197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144268 members 
Mstep: Class 2 contains 145458 members 
Entering Unmasked Estep 
Score: -35986904.000000 Penalty: 6238.038574
	Iteration 5F: 3 clusters Score -3.59869e+07 nChanged 19200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146626 members 
Mstep: Class 2 contains 143100 members 
Entering Unmasked Estep 
Score: -36000428.000000 Penalty: 6238.038574
	Iteration 6F: 3 clusters Score -3.600043e+07 nChanged 20959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149803 members 
Mstep: Class 2 contains 139923 members 
Entering Unmasked Estep 
Score: -36017444.000000 Penalty: 6238.038574
	Iteration 7F: 3 clusters Score -3.601744e+07 nChanged 19123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153002 members 
Mstep: Class 2 contains 136724 members 
Entering Unmasked Estep 
Score: -36030432.000000 Penalty: 6238.038574
	Iteration 8F: 3 clusters Score -3.603043e+07 nChanged 13615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155703 members 
Mstep: Class 2 contains 134023 members 
Entering Unmasked Estep 
Score: -36036404.000000 Penalty: 6238.038574
	Iteration 9Q: 3 clusters Score -3.60364e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158264 members 
Mstep: Class 2 contains 131462 members 
Entering Unmasked Estep 
Score: -36038944.000000 Penalty: 6238.038574
	Iteration 10Q: 3 clusters Score -3.603894e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160731 members 
Mstep: Class 2 contains 128995 members 
Entering Unmasked Estep 
Score: -36040868.000000 Penalty: 6238.038574
	Iteration 11Q: 3 clusters Score -3.604087e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163176 members 
Mstep: Class 2 contains 126550 members 
Entering Unmasked Estep 
Score: -36042544.000000 Penalty: 6238.038574
	Iteration 12Q: 3 clusters Score -3.604254e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165770 members 
Mstep: Class 2 contains 123956 members 
Entering Unmasked Estep 
Score: -36044200.000000 Penalty: 6238.038574
	Iteration 13Q: 3 clusters Score -3.60442e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168503 members 
Mstep: Class 2 contains 121223 members 
Entering Unmasked Estep 
Score: -36045600.000000 Penalty: 6238.038574
	Iteration 14Q: 3 clusters Score -3.60456e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171236 members 
Mstep: Class 2 contains 118490 members 
Entering Unmasked Estep 
Score: -36046772.000000 Penalty: 6238.038574
	Iteration 15Q: 3 clusters Score -3.604677e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174003 members 
Mstep: Class 2 contains 115723 members 
Entering Unmasked Estep 
Score: -36047980.000000 Penalty: 6238.038574
	Iteration 16Q: 3 clusters Score -3.604798e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176771 members 
Mstep: Class 2 contains 112955 members 
Entering Unmasked Estep 
Score: -36048720.000000 Penalty: 6238.038574
	Iteration 17Q: 3 clusters Score -3.604872e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179555 members 
Mstep: Class 2 contains 110171 members 
Entering Unmasked Estep 
Score: -36049100.000000 Penalty: 6238.038574
	Iteration 18Q: 3 clusters Score -3.60491e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182474 members 
Mstep: Class 2 contains 107252 members 
Entering Unmasked Estep 
Score: -36049768.000000 Penalty: 6238.038574
	Iteration 19Q: 3 clusters Score -3.604977e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185559 members 
Mstep: Class 2 contains 104167 members 
Entering Unmasked Estep 
Score: -36050208.000000 Penalty: 6238.038574
	Iteration 20F: 3 clusters Score -3.605021e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188665 members 
Mstep: Class 2 contains 101061 members 
Entering Unmasked Estep 
Score: -36050552.000000 Penalty: 6238.038574
	Iteration 21Q: 3 clusters Score -3.605055e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191893 members 
Mstep: Class 2 contains 97833 members 
Entering Unmasked Estep 
Score: -36050792.000000 Penalty: 6238.038574
	Iteration 22Q: 3 clusters Score -3.605079e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195311 members 
Mstep: Class 2 contains 94415 members 
Entering Unmasked Estep 
Score: -36051024.000000 Penalty: 6238.038574
	Iteration 23Q: 3 clusters Score -3.605102e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198782 members 
Mstep: Class 2 contains 90944 members 
Entering Unmasked Estep 
Score: -36051496.000000 Penalty: 6238.038574
	Iteration 24Q: 3 clusters Score -3.60515e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202363 members 
Mstep: Class 2 contains 87363 members 
Entering Unmasked Estep 
Score: -36051712.000000 Penalty: 6238.038574
	Iteration 25Q: 3 clusters Score -3.605171e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205992 members 
Mstep: Class 2 contains 83734 members 
Entering Unmasked Estep 
Score: -36051908.000000 Penalty: 6238.038574
	Iteration 26Q: 3 clusters Score -3.605191e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209712 members 
Mstep: Class 2 contains 80014 members 
Entering Unmasked Estep 
Score: -36052148.000000 Penalty: 6238.038574
	Iteration 27Q: 3 clusters Score -3.605215e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213496 members 
Mstep: Class 2 contains 76230 members 
Entering Unmasked Estep 
Score: -36052272.000000 Penalty: 6238.038574
	Iteration 28Q: 3 clusters Score -3.605227e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217333 members 
Mstep: Class 2 contains 72393 members 
Entering Unmasked Estep 
Score: -36052384.000000 Penalty: 6238.038574
	Iteration 29Q: 3 clusters Score -3.605238e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221188 members 
Mstep: Class 2 contains 68538 members 
Entering Unmasked Estep 
Score: -36052816.000000 Penalty: 6238.038574
	Iteration 30Q: 3 clusters Score -3.605282e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225100 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
Score: -36053324.000000 Penalty: 6238.038574
	Iteration 31Q: 3 clusters Score -3.605332e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228978 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
Score: -36053656.000000 Penalty: 6238.038574
	Iteration 32Q: 3 clusters Score -3.605366e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233040 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -36054136.000000 Penalty: 6238.038574
	Iteration 33Q: 3 clusters Score -3.605414e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236958 members 
Mstep: Class 2 contains 52768 members 
Entering Unmasked Estep 
Score: -36054648.000000 Penalty: 6238.038574
	Iteration 34Q: 3 clusters Score -3.605465e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240766 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -36055076.000000 Penalty: 6238.038574
	Iteration 35Q: 3 clusters Score -3.605508e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244601 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -36055456.000000 Penalty: 6238.038574
	Iteration 36Q: 3 clusters Score -3.605546e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248267 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -36055648.000000 Penalty: 6238.038574
	Iteration 37Q: 3 clusters Score -3.605565e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251897 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -36055852.000000 Penalty: 6238.038574
	Iteration 38Q: 3 clusters Score -3.605585e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255309 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -36056816.000000 Penalty: 6238.038574
	Iteration 39Q: 3 clusters Score -3.605682e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258155 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -36057672.000000 Penalty: 6238.038574
	Iteration 40F: 3 clusters Score -3.605767e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261276 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -36057924.000000 Penalty: 6238.038574
	Iteration 41Q: 3 clusters Score -3.605792e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264099 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -36058540.000000 Penalty: 6238.038574
	Iteration 42Q: 3 clusters Score -3.605854e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266651 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -36058948.000000 Penalty: 6238.038574
	Iteration 43Q: 3 clusters Score -3.605895e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269005 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -36059400.000000 Penalty: 6238.038574
	Iteration 44Q: 3 clusters Score -3.60594e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271125 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -36059628.000000 Penalty: 6238.038574
	Iteration 45Q: 3 clusters Score -3.605963e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273090 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -36059844.000000 Penalty: 6238.038574
	Iteration 46Q: 3 clusters Score -3.605984e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274817 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -36059980.000000 Penalty: 6238.038574
	Iteration 47Q: 3 clusters Score -3.605998e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276445 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -36060228.000000 Penalty: 6238.038574
	Iteration 48Q: 3 clusters Score -3.606023e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277983 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -36060412.000000 Penalty: 6238.038574
	Iteration 49Q: 3 clusters Score -3.606041e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279400 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -36060588.000000 Penalty: 6238.038574
	Iteration 50Q: 3 clusters Score -3.606059e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280673 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -36060784.000000 Penalty: 6238.038574
	Iteration 51Q: 3 clusters Score -3.606078e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281796 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -36060932.000000 Penalty: 6238.038574
	Iteration 52Q: 3 clusters Score -3.606093e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282792 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -36061012.000000 Penalty: 6238.038574
	Iteration 53Q: 3 clusters Score -3.606101e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283663 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -36061084.000000 Penalty: 6238.038574
	Iteration 54Q: 3 clusters Score -3.606108e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284417 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -36061240.000000 Penalty: 6238.038574
	Iteration 55Q: 3 clusters Score -3.606124e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285036 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -36061328.000000 Penalty: 6238.038574
	Iteration 56Q: 3 clusters Score -3.606133e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285574 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -36061396.000000 Penalty: 6238.038574
	Iteration 57Q: 3 clusters Score -3.60614e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286037 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -36061436.000000 Penalty: 6238.038574
	Iteration 58Q: 3 clusters Score -3.606144e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286428 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -36061544.000000 Penalty: 6238.038574
	Iteration 59Q: 3 clusters Score -3.606154e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286756 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -36061580.000000 Penalty: 6238.038574
	Iteration 60F: 3 clusters Score -3.606158e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287022 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -36061544.000000 Penalty: 6238.038574
	Iteration 61Q: 3 clusters Score -3.606154e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287251 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -36061532.000000 Penalty: 6238.038574
	Iteration 62Q: 3 clusters Score -3.606153e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287442 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -36061480.000000 Penalty: 6238.038574
	Iteration 63Q: 3 clusters Score -3.606148e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287615 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -36061468.000000 Penalty: 6238.038574
	Iteration 64Q: 3 clusters Score -3.606147e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287748 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -36061448.000000 Penalty: 6238.038574
	Iteration 65Q: 3 clusters Score -3.606145e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287867 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -36061508.000000 Penalty: 6238.038574
	Iteration 66Q: 3 clusters Score -3.606151e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287975 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -36061492.000000 Penalty: 6238.038574
	Iteration 67Q: 3 clusters Score -3.606149e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288070 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -36061436.000000 Penalty: 6238.038574
	Iteration 68Q: 3 clusters Score -3.606144e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288171 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -36061432.000000 Penalty: 6238.038574
	Iteration 69Q: 3 clusters Score -3.606143e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288229 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -36061496.000000 Penalty: 6238.038574
	Iteration 70Q: 3 clusters Score -3.60615e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288278 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -36061480.000000 Penalty: 6238.038574
	Iteration 71Q: 3 clusters Score -3.606148e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288321 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -36061492.000000 Penalty: 6238.038574
	Iteration 72Q: 3 clusters Score -3.606149e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288357 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -36061464.000000 Penalty: 6238.038574
	Iteration 73Q: 3 clusters Score -3.606146e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288395 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -36061472.000000 Penalty: 6238.038574
	Iteration 74Q: 3 clusters Score -3.606147e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288430 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -36061484.000000 Penalty: 6238.038574
	Iteration 75Q: 3 clusters Score -3.606148e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288464 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -36061496.000000 Penalty: 6238.038574
	Iteration 76Q: 3 clusters Score -3.60615e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288498 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -36061480.000000 Penalty: 6238.038574
	Iteration 77Q: 3 clusters Score -3.606148e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288516 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -36061448.000000 Penalty: 6238.038574
	Iteration 78Q: 3 clusters Score -3.606145e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288530 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -36061504.000000 Penalty: 6238.038574
	Iteration 79Q: 3 clusters Score -3.60615e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288542 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -36061476.000000 Penalty: 6238.038574
	Iteration 80F: 3 clusters Score -3.606148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288553 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -36061496.000000 Penalty: 6238.038574
	Iteration 81Q: 3 clusters Score -3.60615e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288563 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -36061516.000000 Penalty: 6238.038574
	Iteration 82Q: 3 clusters Score -3.606152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288574 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -36061520.000000 Penalty: 6238.038574
	Iteration 83Q: 3 clusters Score -3.606152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288575 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -36061532.000000 Penalty: 6238.038574
	Iteration 84Q: 3 clusters Score -3.606153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288581 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -36061536.000000 Penalty: 6238.038574
	Iteration 85Q: 3 clusters Score -3.606154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288584 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -36061524.000000 Penalty: 6238.038574
	Iteration 86Q: 3 clusters Score -3.606152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288589 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -36061520.000000 Penalty: 6238.038574
	Iteration 87Q: 3 clusters Score -3.606152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288595 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -36061520.000000 Penalty: 6238.038574
	Iteration 88Q: 3 clusters Score -3.606152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288600 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -36061524.000000 Penalty: 6238.038574
	Iteration 89Q: 3 clusters Score -3.606152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288603 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -36061520.000000 Penalty: 6238.038574
	Iteration 90Q: 3 clusters Score -3.606152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288603 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -36061516.000000 Penalty: 6238.038574
	Iteration 91Q: 3 clusters Score -3.606152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288604 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -36061516.000000 Penalty: 6238.038574
	Iteration 92Q: 3 clusters Score -3.606152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288604 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -36061516.000000 Penalty: 6238.038574
	Iteration 93F: 3 clusters Score -3.606152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Entering Unmasked Estep 
Score: -2105579.750000 Penalty: 2415.512207
	Iteration 0F: 2 clusters Score -2105580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2093449.250000 Penalty: 4831.024414
	Iteration 0F: 3 clusters Score -2093449 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2097293.000000 Penalty: 4831.024414
	Iteration 1F: 3 clusters Score -2097293 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2097662.250000 Penalty: 4831.024414
	Iteration 2F: 3 clusters Score -2097662 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2097952.000000 Penalty: 4831.024414
	Iteration 3Q: 3 clusters Score -2097952 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2098164.750000 Penalty: 4831.024414
	Iteration 4Q: 3 clusters Score -2098165 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2098389.500000 Penalty: 4831.024414
	Iteration 5Q: 3 clusters Score -2098390 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2098637.500000 Penalty: 4831.024414
	Iteration 6Q: 3 clusters Score -2098638 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2098938.250000 Penalty: 4831.024414
	Iteration 7Q: 3 clusters Score -2098938 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2099300.250000 Penalty: 4831.024414
	Iteration 8Q: 3 clusters Score -2099300 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2099773.000000 Penalty: 4831.024414
	Iteration 9Q: 3 clusters Score -2099773 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2100333.500000 Penalty: 4831.024414
	Iteration 10Q: 3 clusters Score -2100334 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2101000.250000 Penalty: 4831.024414
	Iteration 11F: 3 clusters Score -2101000 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2101715.000000 Penalty: 4831.024414
	Iteration 12Q: 3 clusters Score -2101715 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2102278.000000 Penalty: 4831.024414
	Iteration 13Q: 3 clusters Score -2102278 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2102717.000000 Penalty: 4831.024414
	Iteration 14Q: 3 clusters Score -2102717 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2103019.250000 Penalty: 4831.024414
	Iteration 15Q: 3 clusters Score -2103019 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2103194.500000 Penalty: 4831.024414
	Iteration 16Q: 3 clusters Score -2103194 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2103303.250000 Penalty: 4831.024414
	Iteration 17Q: 3 clusters Score -2103303 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2103392.500000 Penalty: 4831.024414
	Iteration 18Q: 3 clusters Score -2103392 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2103466.000000 Penalty: 4831.024414
	Iteration 19Q: 3 clusters Score -2103466 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2103513.250000 Penalty: 4831.024414
	Iteration 20F: 3 clusters Score -2103513 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2103548.000000 Penalty: 4831.024414
	Iteration 21Q: 3 clusters Score -2103548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2103575.250000 Penalty: 4831.024414
	Iteration 22Q: 3 clusters Score -2103575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2103589.750000 Penalty: 4831.024414
	Iteration 23Q: 3 clusters Score -2103590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2103602.750000 Penalty: 4831.024414
	Iteration 24Q: 3 clusters Score -2103603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2103611.500000 Penalty: 4831.024414
	Iteration 25Q: 3 clusters Score -2103612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2103615.750000 Penalty: 4831.024414
	Iteration 26Q: 3 clusters Score -2103616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2103618.750000 Penalty: 4831.024414
	Iteration 27Q: 3 clusters Score -2103619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2103623.500000 Penalty: 4831.024414
	Iteration 28Q: 3 clusters Score -2103624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2103628.750000 Penalty: 4831.024414
	Iteration 29Q: 3 clusters Score -2103629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2103633.000000 Penalty: 4831.024414
	Iteration 30Q: 3 clusters Score -2103633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2103639.250000 Penalty: 4831.024414
	Iteration 31Q: 3 clusters Score -2103639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2103641.750000 Penalty: 4831.024414
	Iteration 32Q: 3 clusters Score -2103642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2103645.000000 Penalty: 4831.024414
	Iteration 33Q: 3 clusters Score -2103645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2103649.000000 Penalty: 4831.024414
	Iteration 34Q: 3 clusters Score -2103649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2103650.000000 Penalty: 4831.024414
	Iteration 35Q: 3 clusters Score -2103650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2103649.500000 Penalty: 4831.024414
	Iteration 36Q: 3 clusters Score -2103650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2103649.500000 Penalty: 4831.024414
	Iteration 37Q: 3 clusters Score -2103650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2103651.000000 Penalty: 4831.024414
	Iteration 38Q: 3 clusters Score -2103651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2103652.500000 Penalty: 4831.024414
	Iteration 39Q: 3 clusters Score -2103652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2103657.000000 Penalty: 4831.024414
	Iteration 40F: 3 clusters Score -2103657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2103659.500000 Penalty: 4831.024414
	Iteration 41Q: 3 clusters Score -2103660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2103660.000000 Penalty: 4831.024414
	Iteration 42Q: 3 clusters Score -2103660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2103663.000000 Penalty: 4831.024414
	Iteration 43Q: 3 clusters Score -2103663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2103663.000000 Penalty: 4831.024414
	Iteration 44F: 3 clusters Score -2103663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 82129 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2797 members 
Mstep: Class 5 contains 4015 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10321 members 
Mstep: Class 8 contains 18084 members 
Mstep: Class 9 contains 295266 members 
Mstep: Class 10 contains 4245 members 
Mstep: Class 11 contains 10349 members 
Mstep: Class 12 contains 58473 members 
Mstep: Class 13 contains 19728 members 
Mstep: Class 14 contains 22434 members 
Mstep: Class 15 contains 29007 members 
Mstep: Class 16 contains 16636 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 107355 members 
Mstep: Class 19 contains 3902 members 
Mstep: Class 20 contains 194962 members 
Mstep: Class 21 contains 20752 members 
Mstep: Class 22 contains 2603 members 
Mstep: Class 23 contains 7020 members 
Mstep: Class 24 contains 39712 members 
Mstep: Class 25 contains 289726 members 
Mstep: Class 26 contains 16983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154608992.000000 Penalty: 90644.539062
Iteration 159Q: 27 clusters Score -1.54609e+08 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 82031 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 4014 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10318 members 
Mstep: Class 8 contains 18094 members 
Mstep: Class 9 contains 294363 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10337 members 
Mstep: Class 12 contains 58417 members 
Mstep: Class 13 contains 19748 members 
Mstep: Class 14 contains 22444 members 
Mstep: Class 15 contains 28996 members 
Mstep: Class 16 contains 17197 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 107307 members 
Mstep: Class 19 contains 3901 members 
Mstep: Class 20 contains 194169 members 
Mstep: Class 21 contains 20722 members 
Mstep: Class 22 contains 2604 members 
Mstep: Class 23 contains 7036 members 
Mstep: Class 24 contains 39715 members 
Mstep: Class 25 contains 291132 members 
Mstep: Class 26 contains 16925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154609168.000000 Penalty: 90644.539062
Iteration 160F: 27 clusters Score -1.546092e+08 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 81946 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10293 members 
Mstep: Class 8 contains 18107 members 
Mstep: Class 9 contains 293507 members 
Mstep: Class 10 contains 4246 members 
Mstep: Class 11 contains 10346 members 
Mstep: Class 12 contains 58314 members 
Mstep: Class 13 contains 19780 members 
Mstep: Class 14 contains 22451 members 
Mstep: Class 15 contains 28977 members 
Mstep: Class 16 contains 17820 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 107250 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 20 contains 193496 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 2604 members 
Mstep: Class 23 contains 7054 members 
Mstep: Class 24 contains 39718 members 
Mstep: Class 25 contains 292334 members 
Mstep: Class 26 contains 16869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154610080.000000 Penalty: 90644.539062
Iteration 161Q: 27 clusters Score -1.546101e+08 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 81825 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2798 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10256 members 
Mstep: Class 8 contains 18115 members 
Mstep: Class 9 contains 292658 members 
Mstep: Class 10 contains 4248 members 
Mstep: Class 11 contains 10345 members 
Mstep: Class 12 contains 58271 members 
Mstep: Class 13 contains 19786 members 
Mstep: Class 14 contains 22459 members 
Mstep: Class 15 contains 28978 members 
Mstep: Class 16 contains 18510 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 107168 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 20 contains 192910 members 
Mstep: Class 21 contains 20667 members 
Mstep: Class 22 contains 2604 members 
Mstep: Class 23 contains 7077 members 
Mstep: Class 24 contains 39717 members 
Mstep: Class 25 contains 293418 members 
Mstep: Class 26 contains 16805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154610256.000000 Penalty: 90644.539062
Iteration 162Q: 27 clusters Score -1.546103e+08 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 81697 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2794 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10238 members 
Mstep: Class 8 contains 18107 members 
Mstep: Class 9 contains 291763 members 
Mstep: Class 10 contains 4253 members 
Mstep: Class 11 contains 10355 members 
Mstep: Class 12 contains 58258 members 
Mstep: Class 13 contains 19801 members 
Mstep: Class 14 contains 22459 members 
Mstep: Class 15 contains 28970 members 
Mstep: Class 16 contains 19238 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 107130 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 20 contains 192400 members 
Mstep: Class 21 contains 20655 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 7103 members 
Mstep: Class 24 contains 39719 members 
Mstep: Class 25 contains 294346 members 
Mstep: Class 26 contains 16745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154610880.000000 Penalty: 90644.539062
Iteration 163Q: 27 clusters Score -1.546109e+08 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 81577 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2793 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10235 members 
Mstep: Class 8 contains 18104 members 
Mstep: Class 9 contains 290864 members 
Mstep: Class 10 contains 4257 members 
Mstep: Class 11 contains 10367 members 
Mstep: Class 12 contains 58237 members 
Mstep: Class 13 contains 19828 members 
Mstep: Class 14 contains 22467 members 
Mstep: Class 15 contains 28963 members 
Mstep: Class 16 contains 20030 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 107151 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 20 contains 191990 members 
Mstep: Class 21 contains 20633 members 
Mstep: Class 22 contains 2604 members 
Mstep: Class 23 contains 7123 members 
Mstep: Class 24 contains 39726 members 
Mstep: Class 25 contains 295022 members 
Mstep: Class 26 contains 16676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154611296.000000 Penalty: 90644.539062
Iteration 164Q: 27 clusters Score -1.546113e+08 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 81427 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10227 members 
Mstep: Class 8 contains 18123 members 
Mstep: Class 9 contains 289932 members 
Mstep: Class 10 contains 4256 members 
Mstep: Class 11 contains 10396 members 
Mstep: Class 12 contains 58236 members 
Mstep: Class 13 contains 19840 members 
Mstep: Class 14 contains 22474 members 
Mstep: Class 15 contains 28947 members 
Mstep: Class 16 contains 20830 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 107192 members 
Mstep: Class 19 contains 3898 members 
Mstep: Class 20 contains 191616 members 
Mstep: Class 21 contains 20606 members 
Mstep: Class 22 contains 2604 members 
Mstep: Class 23 contains 7139 members 
Mstep: Class 24 contains 39736 members 
Mstep: Class 25 contains 295705 members 
Mstep: Class 26 contains 16586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612224.000000 Penalty: 90644.539062
Iteration 165Q: 27 clusters Score -1.546122e+08 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 81281 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2796 members 
Mstep: Class 5 contains 4008 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10237 members 
Mstep: Class 8 contains 18143 members 
Mstep: Class 9 contains 288864 members 
Mstep: Class 10 contains 4254 members 
Mstep: Class 11 contains 10409 members 
Mstep: Class 12 contains 58254 members 
Mstep: Class 13 contains 19844 members 
Mstep: Class 14 contains 22487 members 
Mstep: Class 15 contains 28937 members 
Mstep: Class 16 contains 21734 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 107244 members 
Mstep: Class 19 contains 3897 members 
Mstep: Class 20 contains 191360 members 
Mstep: Class 21 contains 20576 members 
Mstep: Class 22 contains 2604 members 
Mstep: Class 23 contains 7152 members 
Mstep: Class 24 contains 39741 members 
Mstep: Class 25 contains 296241 members 
Mstep: Class 26 contains 16527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613552.000000 Penalty: 90644.539062
Iteration 166Q: 27 clusters Score -1.546136e+08 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 81148 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2801 members 
Mstep: Class 5 contains 4007 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10254 members 
Mstep: Class 8 contains 18155 members 
Mstep: Class 9 contains 287738 members 
Mstep: Class 10 contains 4251 members 
Mstep: Class 11 contains 10413 members 
Mstep: Class 12 contains 58329 members 
Mstep: Class 13 contains 19852 members 
Mstep: Class 14 contains 22499 members 
Mstep: Class 15 contains 28917 members 
Mstep: Class 16 contains 22681 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 107336 members 
Mstep: Class 19 contains 3894 members 
Mstep: Class 20 contains 191220 members 
Mstep: Class 21 contains 20541 members 
Mstep: Class 22 contains 2604 members 
Mstep: Class 23 contains 7171 members 
Mstep: Class 24 contains 39758 members 
Mstep: Class 25 contains 296569 members 
Mstep: Class 26 contains 16460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613520.000000 Penalty: 90644.539062
Iteration 167Q: 27 clusters Score -1.546135e+08 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 81008 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 4006 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10267 members 
Mstep: Class 8 contains 18169 members 
Mstep: Class 9 contains 286712 members 
Mstep: Class 10 contains 4245 members 
Mstep: Class 11 contains 10423 members 
Mstep: Class 12 contains 58390 members 
Mstep: Class 13 contains 19869 members 
Mstep: Class 14 contains 22504 members 
Mstep: Class 15 contains 28897 members 
Mstep: Class 16 contains 23697 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 107399 members 
Mstep: Class 19 contains 3894 members 
Mstep: Class 20 contains 191099 members 
Mstep: Class 21 contains 20522 members 
Mstep: Class 22 contains 2604 members 
Mstep: Class 23 contains 7194 members 
Mstep: Class 24 contains 39753 members 
Mstep: Class 25 contains 296742 members 
Mstep: Class 26 contains 16404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614416.000000 Penalty: 90644.539062
Iteration 168Q: 27 clusters Score -1.546144e+08 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 80881 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2794 members 
Mstep: Class 5 contains 4004 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10288 members 
Mstep: Class 8 contains 18171 members 
Mstep: Class 9 contains 285788 members 
Mstep: Class 10 contains 4243 members 
Mstep: Class 11 contains 10431 members 
Mstep: Class 12 contains 58442 members 
Mstep: Class 13 contains 19881 members 
Mstep: Class 14 contains 22509 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 24774 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 107482 members 
Mstep: Class 19 contains 3892 members 
Mstep: Class 20 contains 191122 members 
Mstep: Class 21 contains 20516 members 
Mstep: Class 22 contains 2603 members 
Mstep: Class 23 contains 7207 members 
Mstep: Class 24 contains 39757 members 
Mstep: Class 25 contains 296603 members 
Mstep: Class 26 contains 16334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615040.000000 Penalty: 90644.539062
Iteration 169Q: 27 clusters Score -1.54615e+08 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 80725 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2793 members 
Mstep: Class 5 contains 4003 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10304 members 
Mstep: Class 8 contains 18157 members 
Mstep: Class 9 contains 284861 members 
Mstep: Class 10 contains 4242 members 
Mstep: Class 11 contains 10455 members 
Mstep: Class 12 contains 58495 members 
Mstep: Class 13 contains 19906 members 
Mstep: Class 14 contains 22508 members 
Mstep: Class 15 contains 28877 members 
Mstep: Class 16 contains 25885 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 107590 members 
Mstep: Class 19 contains 3892 members 
Mstep: Class 20 contains 191243 members 
Mstep: Class 21 contains 20508 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 7222 members 
Mstep: Class 24 contains 39755 members 
Mstep: Class 25 contains 296340 members 
Mstep: Class 26 contains 16249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615296.000000 Penalty: 90644.539062
Iteration 170Q: 27 clusters Score -1.546153e+08 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 80579 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 4002 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10308 members 
Mstep: Class 8 contains 18121 members 
Mstep: Class 9 contains 284003 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 10470 members 
Mstep: Class 12 contains 58574 members 
Mstep: Class 13 contains 19920 members 
Mstep: Class 14 contains 22511 members 
Mstep: Class 15 contains 28862 members 
Mstep: Class 16 contains 26936 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 107703 members 
Mstep: Class 19 contains 3892 members 
Mstep: Class 20 contains 191356 members 
Mstep: Class 21 contains 20524 members 
Mstep: Class 22 contains 2603 members 
Mstep: Class 23 contains 7240 members 
Mstep: Class 24 contains 39762 members 
Mstep: Class 25 contains 296036 members 
Mstep: Class 26 contains 16172 members 
Entering Unmasked Estep 
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Iteration 171Q: 27 clusters Score -1.546144e+08 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 80411 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 4001 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10319 members 
Mstep: Class 8 contains 18074 members 
Mstep: Class 9 contains 283091 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10489 members 
Mstep: Class 12 contains 58635 members 
Mstep: Class 13 contains 19933 members 
Mstep: Class 14 contains 22511 members 
Mstep: Class 15 contains 28854 members 
Mstep: Class 16 contains 28009 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 107821 members 
Mstep: Class 19 contains 3892 members 
Mstep: Class 20 contains 191459 members 
Mstep: Class 21 contains 20546 members 
Mstep: Class 22 contains 2604 members 
Mstep: Class 23 contains 7261 members 
Mstep: Class 24 contains 39756 members 
Mstep: Class 25 contains 295783 members 
Mstep: Class 26 contains 16113 members 
Entering Unmasked Estep 
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Score: -154614544.000000 Penalty: 90644.539062
Iteration 172Q: 27 clusters Score -1.546145e+08 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 80283 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 4000 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10329 members 
Mstep: Class 8 contains 18035 members 
Mstep: Class 9 contains 282241 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 58688 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 22515 members 
Mstep: Class 15 contains 28843 members 
Mstep: Class 16 contains 29110 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 107957 members 
Mstep: Class 19 contains 3891 members 
Mstep: Class 20 contains 191554 members 
Mstep: Class 21 contains 20578 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 7280 members 
Mstep: Class 24 contains 39746 members 
Mstep: Class 25 contains 295388 members 
Mstep: Class 26 contains 16051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615296.000000 Penalty: 90644.539062
Iteration 173Q: 27 clusters Score -1.546153e+08 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 80120 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 4002 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10349 members 
Mstep: Class 8 contains 18024 members 
Mstep: Class 9 contains 281429 members 
Mstep: Class 10 contains 4229 members 
Mstep: Class 11 contains 10515 members 
Mstep: Class 12 contains 58737 members 
Mstep: Class 13 contains 19949 members 
Mstep: Class 14 contains 22517 members 
Mstep: Class 15 contains 28831 members 
Mstep: Class 16 contains 30198 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 108101 members 
Mstep: Class 19 contains 3890 members 
Mstep: Class 20 contains 191634 members 
Mstep: Class 21 contains 20621 members 
Mstep: Class 22 contains 2607 members 
Mstep: Class 23 contains 7298 members 
Mstep: Class 24 contains 39747 members 
Mstep: Class 25 contains 295001 members 
Mstep: Class 26 contains 15988 members 
Entering Unmasked Estep 
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Iteration 174Q: 27 clusters Score -1.546159e+08 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 79980 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2788 members 
Mstep: Class 5 contains 4003 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10372 members 
Mstep: Class 8 contains 18023 members 
Mstep: Class 9 contains 280693 members 
Mstep: Class 10 contains 4220 members 
Mstep: Class 11 contains 10524 members 
Mstep: Class 12 contains 58766 members 
Mstep: Class 13 contains 19961 members 
Mstep: Class 14 contains 22512 members 
Mstep: Class 15 contains 28812 members 
Mstep: Class 16 contains 31259 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 108255 members 
Mstep: Class 19 contains 3890 members 
Mstep: Class 20 contains 191657 members 
Mstep: Class 21 contains 20640 members 
Mstep: Class 22 contains 2608 members 
Mstep: Class 23 contains 7325 members 
Mstep: Class 24 contains 39747 members 
Mstep: Class 25 contains 294599 members 
Mstep: Class 26 contains 15930 members 
Entering Unmasked Estep 
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Iteration 175Q: 27 clusters Score -1.546163e+08 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 79835 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 4004 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10385 members 
Mstep: Class 8 contains 18020 members 
Mstep: Class 9 contains 279962 members 
Mstep: Class 10 contains 4219 members 
Mstep: Class 11 contains 10522 members 
Mstep: Class 12 contains 58810 members 
Mstep: Class 13 contains 19980 members 
Mstep: Class 14 contains 22518 members 
Mstep: Class 15 contains 28801 members 
Mstep: Class 16 contains 32346 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 108387 members 
Mstep: Class 19 contains 3889 members 
Mstep: Class 20 contains 191607 members 
Mstep: Class 21 contains 20659 members 
Mstep: Class 22 contains 2607 members 
Mstep: Class 23 contains 7344 members 
Mstep: Class 24 contains 39740 members 
Mstep: Class 25 contains 294232 members 
Mstep: Class 26 contains 15885 members 
Entering Unmasked Estep 
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Iteration 176Q: 27 clusters Score -1.546161e+08 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 79701 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 4007 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10403 members 
Mstep: Class 8 contains 18021 members 
Mstep: Class 9 contains 279205 members 
Mstep: Class 10 contains 4225 members 
Mstep: Class 11 contains 10524 members 
Mstep: Class 12 contains 58846 members 
Mstep: Class 13 contains 19989 members 
Mstep: Class 14 contains 22517 members 
Mstep: Class 15 contains 28791 members 
Mstep: Class 16 contains 33427 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 108499 members 
Mstep: Class 19 contains 3889 members 
Mstep: Class 20 contains 191616 members 
Mstep: Class 21 contains 20676 members 
Mstep: Class 22 contains 2607 members 
Mstep: Class 23 contains 7354 members 
Mstep: Class 24 contains 39737 members 
Mstep: Class 25 contains 293863 members 
Mstep: Class 26 contains 15836 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 27 clusters Score -1.546164e+08 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 79557 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2788 members 
Mstep: Class 5 contains 4008 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10423 members 
Mstep: Class 8 contains 18013 members 
Mstep: Class 9 contains 278663 members 
Mstep: Class 10 contains 4229 members 
Mstep: Class 11 contains 10545 members 
Mstep: Class 12 contains 58896 members 
Mstep: Class 13 contains 20000 members 
Mstep: Class 14 contains 22516 members 
Mstep: Class 15 contains 28786 members 
Mstep: Class 16 contains 34415 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 108606 members 
Mstep: Class 19 contains 3889 members 
Mstep: Class 20 contains 191541 members 
Mstep: Class 21 contains 20683 members 
Mstep: Class 22 contains 2608 members 
Mstep: Class 23 contains 7369 members 
Mstep: Class 24 contains 39734 members 
Mstep: Class 25 contains 293430 members 
Mstep: Class 26 contains 15811 members 
Entering Unmasked Estep 
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Score: -154616448.000000 Penalty: 90644.539062
Iteration 178Q: 27 clusters Score -1.546164e+08 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 79376 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10434 members 
Mstep: Class 8 contains 18005 members 
Mstep: Class 9 contains 278267 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10569 members 
Mstep: Class 12 contains 58940 members 
Mstep: Class 13 contains 20007 members 
Mstep: Class 14 contains 22514 members 
Mstep: Class 15 contains 28765 members 
Mstep: Class 16 contains 35383 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 108762 members 
Mstep: Class 19 contains 3888 members 
Mstep: Class 20 contains 191399 members 
Mstep: Class 21 contains 20681 members 
Mstep: Class 22 contains 2610 members 
Mstep: Class 23 contains 7392 members 
Mstep: Class 24 contains 39732 members 
Mstep: Class 25 contains 292985 members 
Mstep: Class 26 contains 15763 members 
Entering Unmasked Estep 
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Iteration 179Q: 27 clusters Score -1.546167e+08 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 79196 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2785 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10440 members 
Mstep: Class 8 contains 17986 members 
Mstep: Class 9 contains 277854 members 
Mstep: Class 10 contains 4230 members 
Mstep: Class 11 contains 10595 members 
Mstep: Class 12 contains 58968 members 
Mstep: Class 13 contains 20016 members 
Mstep: Class 14 contains 22515 members 
Mstep: Class 15 contains 28754 members 
Mstep: Class 16 contains 36342 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 108887 members 
Mstep: Class 19 contains 3888 members 
Mstep: Class 20 contains 191269 members 
Mstep: Class 21 contains 20673 members 
Mstep: Class 22 contains 2611 members 
Mstep: Class 23 contains 7420 members 
Mstep: Class 24 contains 39731 members 
Mstep: Class 25 contains 292586 members 
Mstep: Class 26 contains 15732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616416.000000 Penalty: 90644.539062
Iteration 180F: 27 clusters Score -1.546164e+08 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 79068 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2785 members 
Mstep: Class 5 contains 4008 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10450 members 
Mstep: Class 8 contains 17974 members 
Mstep: Class 9 contains 277376 members 
Mstep: Class 10 contains 4230 members 
Mstep: Class 11 contains 10607 members 
Mstep: Class 12 contains 59028 members 
Mstep: Class 13 contains 20026 members 
Mstep: Class 14 contains 22522 members 
Mstep: Class 15 contains 28736 members 
Mstep: Class 16 contains 37320 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 109041 members 
Mstep: Class 19 contains 3888 members 
Mstep: Class 20 contains 191256 members 
Mstep: Class 21 contains 20662 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 7451 members 
Mstep: Class 24 contains 39717 members 
Mstep: Class 25 contains 292012 members 
Mstep: Class 26 contains 15698 members 
Entering Unmasked Estep 
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Score: -154616384.000000 Penalty: 90644.539062
Iteration 181Q: 27 clusters Score -1.546164e+08 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 78934 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2787 members 
Mstep: Class 5 contains 4008 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10453 members 
Mstep: Class 8 contains 17968 members 
Mstep: Class 9 contains 276972 members 
Mstep: Class 10 contains 4230 members 
Mstep: Class 11 contains 10622 members 
Mstep: Class 12 contains 59072 members 
Mstep: Class 13 contains 20041 members 
Mstep: Class 14 contains 22523 members 
Mstep: Class 15 contains 28729 members 
Mstep: Class 16 contains 38324 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 109161 members 
Mstep: Class 19 contains 3888 members 
Mstep: Class 20 contains 191222 members 
Mstep: Class 21 contains 20676 members 
Mstep: Class 22 contains 2615 members 
Mstep: Class 23 contains 7494 members 
Mstep: Class 24 contains 39705 members 
Mstep: Class 25 contains 291392 members 
Mstep: Class 26 contains 15647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616048.000000 Penalty: 90644.539062
Iteration 182Q: 27 clusters Score -1.54616e+08 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 78817 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 4008 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10461 members 
Mstep: Class 8 contains 17964 members 
Mstep: Class 9 contains 276572 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10633 members 
Mstep: Class 12 contains 59091 members 
Mstep: Class 13 contains 20059 members 
Mstep: Class 14 contains 22515 members 
Mstep: Class 15 contains 28719 members 
Mstep: Class 16 contains 39253 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 109286 members 
Mstep: Class 19 contains 3888 members 
Mstep: Class 20 contains 191185 members 
Mstep: Class 21 contains 20668 members 
Mstep: Class 22 contains 2615 members 
Mstep: Class 23 contains 7539 members 
Mstep: Class 24 contains 39694 members 
Mstep: Class 25 contains 290849 members 
Mstep: Class 26 contains 15618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616160.000000 Penalty: 90644.539062
Iteration 183Q: 27 clusters Score -1.546162e+08 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 78742 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10467 members 
Mstep: Class 8 contains 17965 members 
Mstep: Class 9 contains 276285 members 
Mstep: Class 10 contains 4229 members 
Mstep: Class 11 contains 10625 members 
Mstep: Class 12 contains 59103 members 
Mstep: Class 13 contains 20071 members 
Mstep: Class 14 contains 22511 members 
Mstep: Class 15 contains 28703 members 
Mstep: Class 16 contains 40167 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 109397 members 
Mstep: Class 19 contains 3888 members 
Mstep: Class 20 contains 191125 members 
Mstep: Class 21 contains 20657 members 
Mstep: Class 22 contains 2615 members 
Mstep: Class 23 contains 7576 members 
Mstep: Class 24 contains 39680 members 
Mstep: Class 25 contains 290258 members 
Mstep: Class 26 contains 15575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616128.000000 Penalty: 90644.539062
Iteration 184Q: 27 clusters Score -1.546161e+08 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 78652 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10486 members 
Mstep: Class 8 contains 17987 members 
Mstep: Class 9 contains 276112 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 10623 members 
Mstep: Class 12 contains 59112 members 
Mstep: Class 13 contains 20072 members 
Mstep: Class 14 contains 22514 members 
Mstep: Class 15 contains 28691 members 
Mstep: Class 16 contains 41067 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109512 members 
Mstep: Class 19 contains 3887 members 
Mstep: Class 20 contains 191108 members 
Mstep: Class 21 contains 20634 members 
Mstep: Class 22 contains 2615 members 
Mstep: Class 23 contains 7619 members 
Mstep: Class 24 contains 39668 members 
Mstep: Class 25 contains 289504 members 
Mstep: Class 26 contains 15530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616416.000000 Penalty: 90644.539062
Iteration 185Q: 27 clusters Score -1.546164e+08 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 78568 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2785 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10506 members 
Mstep: Class 8 contains 18003 members 
Mstep: Class 9 contains 276066 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 10642 members 
Mstep: Class 12 contains 59104 members 
Mstep: Class 13 contains 20078 members 
Mstep: Class 14 contains 22513 members 
Mstep: Class 15 contains 28675 members 
Mstep: Class 16 contains 41993 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109625 members 
Mstep: Class 19 contains 3886 members 
Mstep: Class 20 contains 190999 members 
Mstep: Class 21 contains 20624 members 
Mstep: Class 22 contains 2615 members 
Mstep: Class 23 contains 7671 members 
Mstep: Class 24 contains 39652 members 
Mstep: Class 25 contains 288674 members 
Mstep: Class 26 contains 15491 members 
Entering Unmasked Estep 
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Iteration 186Q: 27 clusters Score -1.546167e+08 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 78510 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2783 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10522 members 
Mstep: Class 8 contains 18013 members 
Mstep: Class 9 contains 276019 members 
Mstep: Class 10 contains 4225 members 
Mstep: Class 11 contains 10654 members 
Mstep: Class 12 contains 59127 members 
Mstep: Class 13 contains 20078 members 
Mstep: Class 14 contains 22504 members 
Mstep: Class 15 contains 28664 members 
Mstep: Class 16 contains 42834 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109760 members 
Mstep: Class 19 contains 3886 members 
Mstep: Class 20 contains 190900 members 
Mstep: Class 21 contains 20607 members 
Mstep: Class 22 contains 2615 members 
Mstep: Class 23 contains 7720 members 
Mstep: Class 24 contains 39634 members 
Mstep: Class 25 contains 287890 members 
Mstep: Class 26 contains 15433 members 
Entering Unmasked Estep 
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Iteration 187Q: 27 clusters Score -1.546164e+08 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 78420 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2781 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10533 members 
Mstep: Class 8 contains 18009 members 
Mstep: Class 9 contains 276144 members 
Mstep: Class 10 contains 4223 members 
Mstep: Class 11 contains 10666 members 
Mstep: Class 12 contains 59100 members 
Mstep: Class 13 contains 20077 members 
Mstep: Class 14 contains 22502 members 
Mstep: Class 15 contains 28657 members 
Mstep: Class 16 contains 43697 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109857 members 
Mstep: Class 19 contains 3885 members 
Mstep: Class 20 contains 190840 members 
Mstep: Class 21 contains 20586 members 
Mstep: Class 22 contains 2615 members 
Mstep: Class 23 contains 7760 members 
Mstep: Class 24 contains 39627 members 
Mstep: Class 25 contains 286988 members 
Mstep: Class 26 contains 15390 members 
Entering Unmasked Estep 
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Iteration 188Q: 27 clusters Score -1.546159e+08 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 78309 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 4008 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10546 members 
Mstep: Class 8 contains 18006 members 
Mstep: Class 9 contains 276300 members 
Mstep: Class 10 contains 4222 members 
Mstep: Class 11 contains 10670 members 
Mstep: Class 12 contains 59057 members 
Mstep: Class 13 contains 20079 members 
Mstep: Class 14 contains 22496 members 
Mstep: Class 15 contains 28655 members 
Mstep: Class 16 contains 44525 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109930 members 
Mstep: Class 19 contains 3884 members 
Mstep: Class 20 contains 190870 members 
Mstep: Class 21 contains 20565 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 7801 members 
Mstep: Class 24 contains 39622 members 
Mstep: Class 25 contains 286055 members 
Mstep: Class 26 contains 15356 members 
Entering Unmasked Estep 
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Iteration 189Q: 27 clusters Score -1.546166e+08 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 78252 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10558 members 
Mstep: Class 8 contains 18016 members 
Mstep: Class 9 contains 276410 members 
Mstep: Class 10 contains 4224 members 
Mstep: Class 11 contains 10686 members 
Mstep: Class 12 contains 59031 members 
Mstep: Class 13 contains 20081 members 
Mstep: Class 14 contains 22495 members 
Mstep: Class 15 contains 28658 members 
Mstep: Class 16 contains 45347 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109969 members 
Mstep: Class 19 contains 3884 members 
Mstep: Class 20 contains 190920 members 
Mstep: Class 21 contains 20561 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 7828 members 
Mstep: Class 24 contains 39611 members 
Mstep: Class 25 contains 285084 members 
Mstep: Class 26 contains 15321 members 
Entering Unmasked Estep 
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Iteration 190Q: 27 clusters Score -1.54617e+08 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 78222 members 
Mstep: Class 3 contains 587 members 
Mstep: Class 4 contains 2777 members 
Mstep: Class 5 contains 4013 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10576 members 
Mstep: Class 8 contains 18017 members 
Mstep: Class 9 contains 276521 members 
Mstep: Class 10 contains 4225 members 
Mstep: Class 11 contains 10690 members 
Mstep: Class 12 contains 59008 members 
Mstep: Class 13 contains 20083 members 
Mstep: Class 14 contains 22503 members 
Mstep: Class 15 contains 28656 members 
Mstep: Class 16 contains 46142 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110009 members 
Mstep: Class 19 contains 3883 members 
Mstep: Class 20 contains 190956 members 
Mstep: Class 21 contains 20568 members 
Mstep: Class 22 contains 2612 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 39607 members 
Mstep: Class 25 contains 284120 members 
Mstep: Class 26 contains 15280 members 
Entering Unmasked Estep 
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Iteration 191Q: 27 clusters Score -1.546168e+08 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 78195 members 
Mstep: Class 3 contains 587 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10594 members 
Mstep: Class 8 contains 18008 members 
Mstep: Class 9 contains 276605 members 
Mstep: Class 10 contains 4221 members 
Mstep: Class 11 contains 10696 members 
Mstep: Class 12 contains 58974 members 
Mstep: Class 13 contains 20093 members 
Mstep: Class 14 contains 22504 members 
Mstep: Class 15 contains 28653 members 
Mstep: Class 16 contains 46962 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110104 members 
Mstep: Class 19 contains 3880 members 
Mstep: Class 20 contains 190948 members 
Mstep: Class 21 contains 20552 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 7880 members 
Mstep: Class 24 contains 39597 members 
Mstep: Class 25 contains 283198 members 
Mstep: Class 26 contains 15237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616640.000000 Penalty: 90644.539062
Iteration 192Q: 27 clusters Score -1.546166e+08 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 78188 members 
Mstep: Class 3 contains 587 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10601 members 
Mstep: Class 8 contains 18009 members 
Mstep: Class 9 contains 276693 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 10702 members 
Mstep: Class 12 contains 58935 members 
Mstep: Class 13 contains 20106 members 
Mstep: Class 14 contains 22502 members 
Mstep: Class 15 contains 28648 members 
Mstep: Class 16 contains 47735 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110146 members 
Mstep: Class 19 contains 3880 members 
Mstep: Class 20 contains 190949 members 
Mstep: Class 21 contains 20540 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 7901 members 
Mstep: Class 24 contains 39586 members 
Mstep: Class 25 contains 282330 members 
Mstep: Class 26 contains 15217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616416.000000 Penalty: 90644.539062
Iteration 193Q: 27 clusters Score -1.546164e+08 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 78174 members 
Mstep: Class 3 contains 587 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4006 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10597 members 
Mstep: Class 8 contains 18030 members 
Mstep: Class 9 contains 276800 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 10707 members 
Mstep: Class 12 contains 58905 members 
Mstep: Class 13 contains 20116 members 
Mstep: Class 14 contains 22501 members 
Mstep: Class 15 contains 28640 members 
Mstep: Class 16 contains 48461 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110182 members 
Mstep: Class 19 contains 3880 members 
Mstep: Class 20 contains 191008 members 
Mstep: Class 21 contains 20559 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 7933 members 
Mstep: Class 24 contains 39572 members 
Mstep: Class 25 contains 281403 members 
Mstep: Class 26 contains 15189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616496.000000 Penalty: 90644.539062
Iteration 194Q: 27 clusters Score -1.546165e+08 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 78138 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2777 members 
Mstep: Class 5 contains 4007 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10611 members 
Mstep: Class 8 contains 18036 members 
Mstep: Class 9 contains 276913 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10715 members 
Mstep: Class 12 contains 58879 members 
Mstep: Class 13 contains 20128 members 
Mstep: Class 14 contains 22502 members 
Mstep: Class 15 contains 28632 members 
Mstep: Class 16 contains 49228 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110204 members 
Mstep: Class 19 contains 3879 members 
Mstep: Class 20 contains 191066 members 
Mstep: Class 21 contains 20572 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 39568 members 
Mstep: Class 25 contains 280449 members 
Mstep: Class 26 contains 15166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616240.000000 Penalty: 90644.539062
Iteration 195Q: 27 clusters Score -1.546162e+08 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 78087 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 4006 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10621 members 
Mstep: Class 8 contains 18047 members 
Mstep: Class 9 contains 277110 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10715 members 
Mstep: Class 12 contains 58864 members 
Mstep: Class 13 contains 20134 members 
Mstep: Class 14 contains 22502 members 
Mstep: Class 15 contains 28635 members 
Mstep: Class 16 contains 50008 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110209 members 
Mstep: Class 19 contains 3878 members 
Mstep: Class 20 contains 191123 members 
Mstep: Class 21 contains 20579 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 7987 members 
Mstep: Class 24 contains 39559 members 
Mstep: Class 25 contains 279431 members 
Mstep: Class 26 contains 15152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616080.000000 Penalty: 90644.539062
Iteration 196Q: 27 clusters Score -1.546161e+08 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 78046 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4006 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10622 members 
Mstep: Class 8 contains 18046 members 
Mstep: Class 9 contains 277284 members 
Mstep: Class 10 contains 4240 members 
Mstep: Class 11 contains 10724 members 
Mstep: Class 12 contains 58844 members 
Mstep: Class 13 contains 20137 members 
Mstep: Class 14 contains 22500 members 
Mstep: Class 15 contains 28625 members 
Mstep: Class 16 contains 50803 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110210 members 
Mstep: Class 19 contains 3878 members 
Mstep: Class 20 contains 191162 members 
Mstep: Class 21 contains 20601 members 
Mstep: Class 22 contains 2615 members 
Mstep: Class 23 contains 8013 members 
Mstep: Class 24 contains 39561 members 
Mstep: Class 25 contains 278439 members 
Mstep: Class 26 contains 15141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616064.000000 Penalty: 90644.539062
Iteration 197Q: 27 clusters Score -1.546161e+08 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 77991 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 4008 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10614 members 
Mstep: Class 8 contains 18046 members 
Mstep: Class 9 contains 277468 members 
Mstep: Class 10 contains 4240 members 
Mstep: Class 11 contains 10727 members 
Mstep: Class 12 contains 58819 members 
Mstep: Class 13 contains 20141 members 
Mstep: Class 14 contains 22504 members 
Mstep: Class 15 contains 28616 members 
Mstep: Class 16 contains 51658 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110228 members 
Mstep: Class 19 contains 3878 members 
Mstep: Class 20 contains 191249 members 
Mstep: Class 21 contains 20611 members 
Mstep: Class 22 contains 2618 members 
Mstep: Class 23 contains 8035 members 
Mstep: Class 24 contains 39547 members 
Mstep: Class 25 contains 277376 members 
Mstep: Class 26 contains 15128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616336.000000 Penalty: 90644.539062
Iteration 198Q: 27 clusters Score -1.546163e+08 nChanged 4219
Entering ConstructFrom: 
Score: -154616336.000000 Penalty: 90644.539062
Entering ConstructFrom: 
Trying to split cluster 1 (14887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Entering Unmasked Estep 
Score: -1776558.500000 Penalty: 2382.844482
	Iteration 0F: 2 clusters Score -1776558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1765769.000000 Penalty: 4765.688965
	Iteration 0F: 3 clusters Score -1765769 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1769418.500000 Penalty: 4765.688965
	Iteration 1F: 3 clusters Score -1769418 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1769917.375000 Penalty: 4765.688965
	Iteration 2F: 3 clusters Score -1769917 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1770419.625000 Penalty: 4765.688965
	Iteration 3F: 3 clusters Score -1770420 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1770910.750000 Penalty: 4765.688965
	Iteration 4F: 3 clusters Score -1770911 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1771395.000000 Penalty: 4765.688965
	Iteration 5F: 3 clusters Score -1771395 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1771840.750000 Penalty: 4765.688965
	Iteration 6F: 3 clusters Score -1771841 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1772233.375000 Penalty: 4765.688965
	Iteration 7Q: 3 clusters Score -1772233 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1772549.625000 Penalty: 4765.688965
	Iteration 8Q: 3 clusters Score -1772550 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1772858.500000 Penalty: 4765.688965
	Iteration 9Q: 3 clusters Score -1772858 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1773137.125000 Penalty: 4765.688965
	Iteration 10Q: 3 clusters Score -1773137 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1773368.875000 Penalty: 4765.688965
	Iteration 11Q: 3 clusters Score -1773369 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1773565.625000 Penalty: 4765.688965
	Iteration 12Q: 3 clusters Score -1773566 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1773708.750000 Penalty: 4765.688965
	Iteration 13Q: 3 clusters Score -1773709 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1773803.000000 Penalty: 4765.688965
	Iteration 14Q: 3 clusters Score -1773803 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1773884.000000 Penalty: 4765.688965
	Iteration 15Q: 3 clusters Score -1773884 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1773947.875000 Penalty: 4765.688965
	Iteration 16Q: 3 clusters Score -1773948 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1774004.750000 Penalty: 4765.688965
	Iteration 17Q: 3 clusters Score -1774005 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1774038.875000 Penalty: 4765.688965
	Iteration 18Q: 3 clusters Score -1774039 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1774077.875000 Penalty: 4765.688965
	Iteration 19Q: 3 clusters Score -1774078 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1774112.125000 Penalty: 4765.688965
	Iteration 20F: 3 clusters Score -1774112 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1774145.125000 Penalty: 4765.688965
	Iteration 21Q: 3 clusters Score -1774145 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1774181.250000 Penalty: 4765.688965
	Iteration 22Q: 3 clusters Score -1774181 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1774225.750000 Penalty: 4765.688965
	Iteration 23Q: 3 clusters Score -1774226 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1774270.125000 Penalty: 4765.688965
	Iteration 24Q: 3 clusters Score -1774270 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1774309.000000 Penalty: 4765.688965
	Iteration 25Q: 3 clusters Score -1774309 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1774328.250000 Penalty: 4765.688965
	Iteration 26Q: 3 clusters Score -1774328 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1774355.750000 Penalty: 4765.688965
	Iteration 27Q: 3 clusters Score -1774356 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1774378.625000 Penalty: 4765.688965
	Iteration 28Q: 3 clusters Score -1774379 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1774399.250000 Penalty: 4765.688965
	Iteration 29Q: 3 clusters Score -1774399 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1774424.125000 Penalty: 4765.688965
	Iteration 30Q: 3 clusters Score -1774424 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1774442.750000 Penalty: 4765.688965
	Iteration 31Q: 3 clusters Score -1774443 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1774459.000000 Penalty: 4765.688965
	Iteration 32Q: 3 clusters Score -1774459 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1774472.500000 Penalty: 4765.688965
	Iteration 33Q: 3 clusters Score -1774472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1774482.375000 Penalty: 4765.688965
	Iteration 34Q: 3 clusters Score -1774482 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1774490.750000 Penalty: 4765.688965
	Iteration 35Q: 3 clusters Score -1774491 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1774503.625000 Penalty: 4765.688965
	Iteration 36Q: 3 clusters Score -1774504 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1774516.125000 Penalty: 4765.688965
	Iteration 37Q: 3 clusters Score -1774516 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1774516.125000 Penalty: 4765.688965
	Iteration 38Q: 3 clusters Score -1774516 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1774530.125000 Penalty: 4765.688965
	Iteration 39Q: 3 clusters Score -1774530 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1774542.375000 Penalty: 4765.688965
	Iteration 40F: 3 clusters Score -1774542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1774546.625000 Penalty: 4765.688965
	Iteration 41Q: 3 clusters Score -1774547 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1774553.750000 Penalty: 4765.688965
	Iteration 42Q: 3 clusters Score -1774554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1774560.000000 Penalty: 4765.688965
	Iteration 43Q: 3 clusters Score -1774560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1774563.750000 Penalty: 4765.688965
	Iteration 44Q: 3 clusters Score -1774564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1774573.625000 Penalty: 4765.688965
	Iteration 45Q: 3 clusters Score -1774574 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1774588.750000 Penalty: 4765.688965
	Iteration 46Q: 3 clusters Score -1774589 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1774595.000000 Penalty: 4765.688965
	Iteration 47Q: 3 clusters Score -1774595 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1774603.000000 Penalty: 4765.688965
	Iteration 48Q: 3 clusters Score -1774603 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1774629.125000 Penalty: 4765.688965
	Iteration 49Q: 3 clusters Score -1774629 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1774636.000000 Penalty: 4765.688965
	Iteration 50Q: 3 clusters Score -1774636 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1774653.625000 Penalty: 4765.688965
	Iteration 51Q: 3 clusters Score -1774654 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1774665.250000 Penalty: 4765.688965
	Iteration 52Q: 3 clusters Score -1774665 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1774667.750000 Penalty: 4765.688965
	Iteration 53Q: 3 clusters Score -1774668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1774671.500000 Penalty: 4765.688965
	Iteration 54Q: 3 clusters Score -1774672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1774680.875000 Penalty: 4765.688965
	Iteration 55Q: 3 clusters Score -1774681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1774684.125000 Penalty: 4765.688965
	Iteration 56Q: 3 clusters Score -1774684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1774680.500000 Penalty: 4765.688965
	Iteration 57Q: 3 clusters Score -1774680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1774685.500000 Penalty: 4765.688965
	Iteration 58Q: 3 clusters Score -1774686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1774686.375000 Penalty: 4765.688965
	Iteration 59Q: 3 clusters Score -1774686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1774690.750000 Penalty: 4765.688965
	Iteration 60F: 3 clusters Score -1774691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1774691.125000 Penalty: 4765.688965
	Iteration 61Q: 3 clusters Score -1774691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1774701.000000 Penalty: 4765.688965
	Iteration 62Q: 3 clusters Score -1774701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1774695.125000 Penalty: 4765.688965
	Iteration 63Q: 3 clusters Score -1774695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1774708.375000 Penalty: 4765.688965
	Iteration 64Q: 3 clusters Score -1774708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1774707.625000 Penalty: 4765.688965
	Iteration 65Q: 3 clusters Score -1774708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1774710.250000 Penalty: 4765.688965
	Iteration 66Q: 3 clusters Score -1774710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1774714.250000 Penalty: 4765.688965
	Iteration 67Q: 3 clusters Score -1774714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1774717.500000 Penalty: 4765.688965
	Iteration 68Q: 3 clusters Score -1774718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1774720.875000 Penalty: 4765.688965
	Iteration 69Q: 3 clusters Score -1774721 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1774724.375000 Penalty: 4765.688965
	Iteration 70Q: 3 clusters Score -1774724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1774731.250000 Penalty: 4765.688965
	Iteration 71Q: 3 clusters Score -1774731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1774735.750000 Penalty: 4765.688965
	Iteration 72Q: 3 clusters Score -1774736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1774734.750000 Penalty: 4765.688965
	Iteration 73Q: 3 clusters Score -1774735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1774739.875000 Penalty: 4765.688965
	Iteration 74Q: 3 clusters Score -1774740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1774743.500000 Penalty: 4765.688965
	Iteration 75Q: 3 clusters Score -1774744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1774739.125000 Penalty: 4765.688965
	Iteration 76Q: 3 clusters Score -1774739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1774744.750000 Penalty: 4765.688965
	Iteration 77Q: 3 clusters Score -1774745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1774752.000000 Penalty: 4765.688965
	Iteration 78Q: 3 clusters Score -1774752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1774754.000000 Penalty: 4765.688965
	Iteration 79Q: 3 clusters Score -1774754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1774754.250000 Penalty: 4765.688965
	Iteration 80F: 3 clusters Score -1774754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1774752.875000 Penalty: 4765.688965
	Iteration 81Q: 3 clusters Score -1774753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1774754.875000 Penalty: 4765.688965
	Iteration 82Q: 3 clusters Score -1774755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1774758.000000 Penalty: 4765.688965
	Iteration 83Q: 3 clusters Score -1774758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1774760.625000 Penalty: 4765.688965
	Iteration 84Q: 3 clusters Score -1774761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1774758.750000 Penalty: 4765.688965
	Iteration 85Q: 3 clusters Score -1774759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1774759.000000 Penalty: 4765.688965
	Iteration 86Q: 3 clusters Score -1774759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1774757.500000 Penalty: 4765.688965
	Iteration 87Q: 3 clusters Score -1774758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1774756.500000 Penalty: 4765.688965
	Iteration 88Q: 3 clusters Score -1774756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1774757.875000 Penalty: 4765.688965
	Iteration 89Q: 3 clusters Score -1774758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1774761.625000 Penalty: 4765.688965
	Iteration 90Q: 3 clusters Score -1774762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1774758.125000 Penalty: 4765.688965
	Iteration 91Q: 3 clusters Score -1774758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1774765.125000 Penalty: 4765.688965
	Iteration 92Q: 3 clusters Score -1774765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1774764.000000 Penalty: 4765.688965
	Iteration 93Q: 3 clusters Score -1774764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1774769.875000 Penalty: 4765.688965
	Iteration 94Q: 3 clusters Score -1774770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1774772.625000 Penalty: 4765.688965
	Iteration 95Q: 3 clusters Score -1774773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1774769.250000 Penalty: 4765.688965
	Iteration 96Q: 3 clusters Score -1774769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1774778.125000 Penalty: 4765.688965
	Iteration 97Q: 3 clusters Score -1774778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1774779.875000 Penalty: 4765.688965
	Iteration 98Q: 3 clusters Score -1774780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1774782.125000 Penalty: 4765.688965
	Iteration 99Q: 3 clusters Score -1774782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1774781.625000 Penalty: 4765.688965
	Iteration 100F: 3 clusters Score -1774782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1774786.500000 Penalty: 4765.688965
	Iteration 101Q: 3 clusters Score -1774786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1774788.375000 Penalty: 4765.688965
	Iteration 102Q: 3 clusters Score -1774788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1774786.000000 Penalty: 4765.688965
	Iteration 103Q: 3 clusters Score -1774786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1774786.750000 Penalty: 4765.688965
	Iteration 104Q: 3 clusters Score -1774787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1774789.875000 Penalty: 4765.688965
	Iteration 105Q: 3 clusters Score -1774790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1774796.125000 Penalty: 4765.688965
	Iteration 106Q: 3 clusters Score -1774796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1774792.375000 Penalty: 4765.688965
	Iteration 107Q: 3 clusters Score -1774792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1774793.875000 Penalty: 4765.688965
	Iteration 108Q: 3 clusters Score -1774794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1774797.375000 Penalty: 4765.688965
	Iteration 109Q: 3 clusters Score -1774797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1774798.000000 Penalty: 4765.688965
	Iteration 110Q: 3 clusters Score -1774798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1774798.875000 Penalty: 4765.688965
	Iteration 111Q: 3 clusters Score -1774799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1774801.750000 Penalty: 4765.688965
	Iteration 112Q: 3 clusters Score -1774802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1774799.375000 Penalty: 4765.688965
	Iteration 113Q: 3 clusters Score -1774799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1774800.625000 Penalty: 4765.688965
	Iteration 114Q: 3 clusters Score -1774801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1774801.750000 Penalty: 4765.688965
	Iteration 115Q: 3 clusters Score -1774802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1774805.000000 Penalty: 4765.688965
	Iteration 116Q: 3 clusters Score -1774805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1774807.500000 Penalty: 4765.688965
	Iteration 117Q: 3 clusters Score -1774808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1774812.625000 Penalty: 4765.688965
	Iteration 118Q: 3 clusters Score -1774813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1774816.875000 Penalty: 4765.688965
	Iteration 119Q: 3 clusters Score -1774817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1774816.875000 Penalty: 4765.688965
	Iteration 120F: 3 clusters Score -1774817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1774818.875000 Penalty: 4765.688965
	Iteration 121Q: 3 clusters Score -1774819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1774818.125000 Penalty: 4765.688965
	Iteration 122Q: 3 clusters Score -1774818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1774823.250000 Penalty: 4765.688965
	Iteration 123Q: 3 clusters Score -1774823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1774827.375000 Penalty: 4765.688965
	Iteration 124Q: 3 clusters Score -1774827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1774832.750000 Penalty: 4765.688965
	Iteration 125Q: 3 clusters Score -1774833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1774835.625000 Penalty: 4765.688965
	Iteration 126Q: 3 clusters Score -1774836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1774840.000000 Penalty: 4765.688965
	Iteration 127Q: 3 clusters Score -1774840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1774845.375000 Penalty: 4765.688965
	Iteration 128Q: 3 clusters Score -1774845 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1774852.000000 Penalty: 4765.688965
	Iteration 129Q: 3 clusters Score -1774852 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1774855.250000 Penalty: 4765.688965
	Iteration 130Q: 3 clusters Score -1774855 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1774867.750000 Penalty: 4765.688965
	Iteration 131Q: 3 clusters Score -1774868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1774876.375000 Penalty: 4765.688965
	Iteration 132Q: 3 clusters Score -1774876 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1774881.125000 Penalty: 4765.688965
	Iteration 133Q: 3 clusters Score -1774881 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1774889.625000 Penalty: 4765.688965
	Iteration 134Q: 3 clusters Score -1774890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1774898.125000 Penalty: 4765.688965
	Iteration 135Q: 3 clusters Score -1774898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1774901.250000 Penalty: 4765.688965
	Iteration 136Q: 3 clusters Score -1774901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1774909.750000 Penalty: 4765.688965
	Iteration 137Q: 3 clusters Score -1774910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1774913.500000 Penalty: 4765.688965
	Iteration 138Q: 3 clusters Score -1774914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1774916.750000 Penalty: 4765.688965
	Iteration 139Q: 3 clusters Score -1774917 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1774928.000000 Penalty: 4765.688965
	Iteration 140F: 3 clusters Score -1774928 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1774933.750000 Penalty: 4765.688965
	Iteration 141Q: 3 clusters Score -1774934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1774939.750000 Penalty: 4765.688965
	Iteration 142Q: 3 clusters Score -1774940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1774942.875000 Penalty: 4765.688965
	Iteration 143Q: 3 clusters Score -1774943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1774943.250000 Penalty: 4765.688965
	Iteration 144Q: 3 clusters Score -1774943 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1774959.750000 Penalty: 4765.688965
	Iteration 145Q: 3 clusters Score -1774960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1774958.250000 Penalty: 4765.688965
	Iteration 146Q: 3 clusters Score -1774958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1774960.875000 Penalty: 4765.688965
	Iteration 147Q: 3 clusters Score -1774961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1774970.375000 Penalty: 4765.688965
	Iteration 148Q: 3 clusters Score -1774970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1774973.250000 Penalty: 4765.688965
	Iteration 149Q: 3 clusters Score -1774973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1774977.500000 Penalty: 4765.688965
	Iteration 150Q: 3 clusters Score -1774978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1774982.250000 Penalty: 4765.688965
	Iteration 151Q: 3 clusters Score -1774982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1774988.625000 Penalty: 4765.688965
	Iteration 152Q: 3 clusters Score -1774989 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1774992.875000 Penalty: 4765.688965
	Iteration 153Q: 3 clusters Score -1774993 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1774994.375000 Penalty: 4765.688965
	Iteration 154Q: 3 clusters Score -1774994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1774999.500000 Penalty: 4765.688965
	Iteration 155Q: 3 clusters Score -1775000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1775000.375000 Penalty: 4765.688965
	Iteration 156Q: 3 clusters Score -1775000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1775005.625000 Penalty: 4765.688965
	Iteration 157Q: 3 clusters Score -1775006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1775012.875000 Penalty: 4765.688965
	Iteration 158Q: 3 clusters Score -1775013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1775011.250000 Penalty: 4765.688965
	Iteration 159Q: 3 clusters Score -1775011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1775018.250000 Penalty: 4765.688965
	Iteration 160F: 3 clusters Score -1775018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1775023.000000 Penalty: 4765.688965
	Iteration 161Q: 3 clusters Score -1775023 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1775027.000000 Penalty: 4765.688965
	Iteration 162Q: 3 clusters Score -1775027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1775028.000000 Penalty: 4765.688965
	Iteration 163Q: 3 clusters Score -1775028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1775032.875000 Penalty: 4765.688965
	Iteration 164Q: 3 clusters Score -1775033 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1775029.500000 Penalty: 4765.688965
	Iteration 165Q: 3 clusters Score -1775030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1775034.750000 Penalty: 4765.688965
	Iteration 166Q: 3 clusters Score -1775035 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1775043.375000 Penalty: 4765.688965
	Iteration 167Q: 3 clusters Score -1775043 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1775051.000000 Penalty: 4765.688965
	Iteration 168Q: 3 clusters Score -1775051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1775053.250000 Penalty: 4765.688965
	Iteration 169Q: 3 clusters Score -1775053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1775054.875000 Penalty: 4765.688965
	Iteration 170Q: 3 clusters Score -1775055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1775058.500000 Penalty: 4765.688965
	Iteration 171Q: 3 clusters Score -1775058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1775060.125000 Penalty: 4765.688965
	Iteration 172Q: 3 clusters Score -1775060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1775062.750000 Penalty: 4765.688965
	Iteration 173Q: 3 clusters Score -1775063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1775066.250000 Penalty: 4765.688965
	Iteration 174Q: 3 clusters Score -1775066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1775070.250000 Penalty: 4765.688965
	Iteration 175Q: 3 clusters Score -1775070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1775074.125000 Penalty: 4765.688965
	Iteration 176Q: 3 clusters Score -1775074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1775074.000000 Penalty: 4765.688965
	Iteration 177Q: 3 clusters Score -1775074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1775074.375000 Penalty: 4765.688965
	Iteration 178Q: 3 clusters Score -1775074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1775077.750000 Penalty: 4765.688965
	Iteration 179Q: 3 clusters Score -1775078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1775080.000000 Penalty: 4765.688965
	Iteration 180F: 3 clusters Score -1775080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1775081.500000 Penalty: 4765.688965
	Iteration 181Q: 3 clusters Score -1775082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1775086.125000 Penalty: 4765.688965
	Iteration 182Q: 3 clusters Score -1775086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1775092.750000 Penalty: 4765.688965
	Iteration 183Q: 3 clusters Score -1775093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1775098.125000 Penalty: 4765.688965
	Iteration 184Q: 3 clusters Score -1775098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1775101.500000 Penalty: 4765.688965
	Iteration 185Q: 3 clusters Score -1775102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1775107.000000 Penalty: 4765.688965
	Iteration 186Q: 3 clusters Score -1775107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1775113.250000 Penalty: 4765.688965
	Iteration 187Q: 3 clusters Score -1775113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1775118.000000 Penalty: 4765.688965
	Iteration 188Q: 3 clusters Score -1775118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1775118.125000 Penalty: 4765.688965
	Iteration 189Q: 3 clusters Score -1775118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1775122.250000 Penalty: 4765.688965
	Iteration 190Q: 3 clusters Score -1775122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1775128.125000 Penalty: 4765.688965
	Iteration 191Q: 3 clusters Score -1775128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1775128.000000 Penalty: 4765.688965
	Iteration 192Q: 3 clusters Score -1775128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1775137.625000 Penalty: 4765.688965
	Iteration 193Q: 3 clusters Score -1775138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1775139.500000 Penalty: 4765.688965
	Iteration 194Q: 3 clusters Score -1775140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1775141.625000 Penalty: 4765.688965
	Iteration 195Q: 3 clusters Score -1775142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1775143.250000 Penalty: 4765.688965
	Iteration 196Q: 3 clusters Score -1775143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1775145.750000 Penalty: 4765.688965
	Iteration 197Q: 3 clusters Score -1775146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1775150.500000 Penalty: 4765.688965
	Iteration 198Q: 3 clusters Score -1775150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1775153.125000 Penalty: 4765.688965
	Iteration 199Q: 3 clusters Score -1775153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1775146.750000 Penalty: 4765.688965
	Iteration 200F: 3 clusters Score -1775147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1775147.250000 Penalty: 4765.688965
	Iteration 201Q: 3 clusters Score -1775147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1775144.750000 Penalty: 4765.688965
	Iteration 202Q: 3 clusters Score -1775145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1775146.875000 Penalty: 4765.688965
	Iteration 203Q: 3 clusters Score -1775147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1775146.000000 Penalty: 4765.688965
	Iteration 204Q: 3 clusters Score -1775146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1775146.000000 Penalty: 4765.688965
	Iteration 205F: 3 clusters Score -1775146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (77931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77931 members 
Entering Unmasked Estep 
Score: -9423068.000000 Penalty: 2793.367676
	Iteration 0F: 2 clusters Score -9423068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -9370893.000000 Penalty: 5586.735352
	Iteration 0F: 3 clusters Score -9370893 nChanged 36553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -9391294.000000 Penalty: 5586.735352
	Iteration 1F: 3 clusters Score -9391294 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -9391851.000000 Penalty: 5586.735352
	Iteration 2Q: 3 clusters Score -9391851 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -9392426.000000 Penalty: 5586.735352
	Iteration 3Q: 3 clusters Score -9392426 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -9392940.000000 Penalty: 5586.735352
	Iteration 4Q: 3 clusters Score -9392940 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -9393657.000000 Penalty: 5586.735352
	Iteration 5Q: 3 clusters Score -9393657 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -9394529.000000 Penalty: 5586.735352
	Iteration 6Q: 3 clusters Score -9394529 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -9395861.000000 Penalty: 5586.735352
	Iteration 7Q: 3 clusters Score -9395861 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -9397964.000000 Penalty: 5586.735352
	Iteration 8F: 3 clusters Score -9397964 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54147 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -9400857.000000 Penalty: 5586.735352
	Iteration 9F: 3 clusters Score -9400857 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -9404529.000000 Penalty: 5586.735352
	Iteration 10F: 3 clusters Score -9404529 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64082 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -9408333.000000 Penalty: 5586.735352
	Iteration 11F: 3 clusters Score -9408333 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68552 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -9411911.000000 Penalty: 5586.735352
	Iteration 12F: 3 clusters Score -9411911 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72248 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -9415157.000000 Penalty: 5586.735352
	Iteration 13Q: 3 clusters Score -9415157 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74949 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -9417817.000000 Penalty: 5586.735352
	Iteration 14Q: 3 clusters Score -9417817 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76512 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -9419385.000000 Penalty: 5586.735352
	Iteration 15Q: 3 clusters Score -9419385 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77210 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9420090.000000 Penalty: 5586.735352
	Iteration 16Q: 3 clusters Score -9420090 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77472 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9420347.000000 Penalty: 5586.735352
	Iteration 17Q: 3 clusters Score -9420347 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77567 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9420460.000000 Penalty: 5586.735352
	Iteration 18Q: 3 clusters Score -9420460 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77615 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9420499.000000 Penalty: 5586.735352
	Iteration 19Q: 3 clusters Score -9420499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77638 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9420534.000000 Penalty: 5586.735352
	Iteration 20F: 3 clusters Score -9420534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77647 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9420541.000000 Penalty: 5586.735352
	Iteration 21Q: 3 clusters Score -9420541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77653 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9420568.000000 Penalty: 5586.735352
	Iteration 22Q: 3 clusters Score -9420568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77658 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9420580.000000 Penalty: 5586.735352
	Iteration 23Q: 3 clusters Score -9420580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77665 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9420574.000000 Penalty: 5586.735352
	Iteration 24Q: 3 clusters Score -9420574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77669 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9420577.000000 Penalty: 5586.735352
	Iteration 25Q: 3 clusters Score -9420577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77671 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9420589.000000 Penalty: 5586.735352
	Iteration 26Q: 3 clusters Score -9420589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9420592.000000 Penalty: 5586.735352
	Iteration 27Q: 3 clusters Score -9420592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77675 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9420593.000000 Penalty: 5586.735352
	Iteration 28Q: 3 clusters Score -9420593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77678 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9420601.000000 Penalty: 5586.735352
	Iteration 29Q: 3 clusters Score -9420601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77680 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9420606.000000 Penalty: 5586.735352
	Iteration 30Q: 3 clusters Score -9420606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77681 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9420601.000000 Penalty: 5586.735352
	Iteration 31Q: 3 clusters Score -9420601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77681 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9420601.000000 Penalty: 5586.735352
	Iteration 32F: 3 clusters Score -9420601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -63054.367188 Penalty: 1580.583252
	Iteration 0F: 2 clusters Score -63054.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61430.550781 Penalty: 3161.166504
	Iteration 0F: 3 clusters Score -61430.55 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61714.191406 Penalty: 3161.166504
	Iteration 1F: 3 clusters Score -61714.19 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61923.617188 Penalty: 3161.166504
	Iteration 2F: 3 clusters Score -61923.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62177.671875 Penalty: 3161.166504
	Iteration 3F: 3 clusters Score -62177.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62334.414062 Penalty: 3161.166504
	Iteration 4F: 3 clusters Score -62334.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -62453.035156 Penalty: 3161.166504
	Iteration 5F: 3 clusters Score -62453.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -62527.179688 Penalty: 3161.166504
	Iteration 6Q: 3 clusters Score -62527.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -62552.460938 Penalty: 3161.166504
	Iteration 7Q: 3 clusters Score -62552.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62561.542969 Penalty: 3161.166504
	Iteration 8Q: 3 clusters Score -62561.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -62598.894531 Penalty: 3161.166504
	Iteration 9Q: 3 clusters Score -62598.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -62640.687500 Penalty: 3161.166504
	Iteration 10Q: 3 clusters Score -62640.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -62682.015625 Penalty: 3161.166504
	Iteration 11Q: 3 clusters Score -62682.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -62699.402344 Penalty: 3161.166504
	Iteration 12Q: 3 clusters Score -62699.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -62705.433594 Penalty: 3161.166504
	Iteration 13Q: 3 clusters Score -62705.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -62705.433594 Penalty: 3161.166504
	Iteration 14F: 3 clusters Score -62705.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Entering Unmasked Estep 
Score: -313621.750000 Penalty: 1965.707886
	Iteration 0F: 2 clusters Score -313621.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -310496.125000 Penalty: 3931.415771
	Iteration 0F: 3 clusters Score -310496.1 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -311121.593750 Penalty: 3931.415771
	Iteration 1F: 3 clusters Score -311121.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -311265.531250 Penalty: 3931.415771
	Iteration 2F: 3 clusters Score -311265.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -311377.031250 Penalty: 3931.415771
	Iteration 3F: 3 clusters Score -311377 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -311473.375000 Penalty: 3931.415771
	Iteration 4Q: 3 clusters Score -311473.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -311546.656250 Penalty: 3931.415771
	Iteration 5Q: 3 clusters Score -311546.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -311603.312500 Penalty: 3931.415771
	Iteration 6Q: 3 clusters Score -311603.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -311656.875000 Penalty: 3931.415771
	Iteration 7Q: 3 clusters Score -311656.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -311704.500000 Penalty: 3931.415771
	Iteration 8Q: 3 clusters Score -311704.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -311756.000000 Penalty: 3931.415771
	Iteration 9Q: 3 clusters Score -311756 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -311814.281250 Penalty: 3931.415771
	Iteration 10Q: 3 clusters Score -311814.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -311870.218750 Penalty: 3931.415771
	Iteration 11Q: 3 clusters Score -311870.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -311906.281250 Penalty: 3931.415771
	Iteration 12Q: 3 clusters Score -311906.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -311929.093750 Penalty: 3931.415771
	Iteration 13Q: 3 clusters Score -311929.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -311958.625000 Penalty: 3931.415771
	Iteration 14Q: 3 clusters Score -311958.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -311981.406250 Penalty: 3931.415771
	Iteration 15Q: 3 clusters Score -311981.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -312003.468750 Penalty: 3931.415771
	Iteration 16Q: 3 clusters Score -312003.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -312021.125000 Penalty: 3931.415771
	Iteration 17Q: 3 clusters Score -312021.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -312034.468750 Penalty: 3931.415771
	Iteration 18Q: 3 clusters Score -312034.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -312040.375000 Penalty: 3931.415771
	Iteration 19Q: 3 clusters Score -312040.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -312045.812500 Penalty: 3931.415771
	Iteration 20F: 3 clusters Score -312045.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -312049.406250 Penalty: 3931.415771
	Iteration 21Q: 3 clusters Score -312049.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -312054.437500 Penalty: 3931.415771
	Iteration 22Q: 3 clusters Score -312054.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -312059.468750 Penalty: 3931.415771
	Iteration 23Q: 3 clusters Score -312059.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -312065.718750 Penalty: 3931.415771
	Iteration 24Q: 3 clusters Score -312065.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -312068.437500 Penalty: 3931.415771
	Iteration 25Q: 3 clusters Score -312068.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -312071.875000 Penalty: 3931.415771
	Iteration 26Q: 3 clusters Score -312071.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -312074.312500 Penalty: 3931.415771
	Iteration 27Q: 3 clusters Score -312074.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -312075.312500 Penalty: 3931.415771
	Iteration 28Q: 3 clusters Score -312075.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -312077.406250 Penalty: 3931.415771
	Iteration 29Q: 3 clusters Score -312077.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -312079.218750 Penalty: 3931.415771
	Iteration 30Q: 3 clusters Score -312079.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -312079.781250 Penalty: 3931.415771
	Iteration 31Q: 3 clusters Score -312079.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -312080.531250 Penalty: 3931.415771
	Iteration 32Q: 3 clusters Score -312080.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -312080.937500 Penalty: 3931.415771
	Iteration 33Q: 3 clusters Score -312080.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -312080.937500 Penalty: 3931.415771
	Iteration 34F: 3 clusters Score -312080.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Entering Unmasked Estep 
Score: -487218.281250 Penalty: 2057.481689
	Iteration 0F: 2 clusters Score -487218.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -483340.250000 Penalty: 4114.963379
	Iteration 0F: 3 clusters Score -483340.2 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -484183.718750 Penalty: 4114.963379
	Iteration 1F: 3 clusters Score -484183.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -484394.937500 Penalty: 4114.963379
	Iteration 2F: 3 clusters Score -484394.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -484542.437500 Penalty: 4114.963379
	Iteration 3F: 3 clusters Score -484542.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -484634.406250 Penalty: 4114.963379
	Iteration 4Q: 3 clusters Score -484634.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -484703.562500 Penalty: 4114.963379
	Iteration 5Q: 3 clusters Score -484703.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -484764.812500 Penalty: 4114.963379
	Iteration 6Q: 3 clusters Score -484764.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -484820.906250 Penalty: 4114.963379
	Iteration 7Q: 3 clusters Score -484820.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -484885.312500 Penalty: 4114.963379
	Iteration 8Q: 3 clusters Score -484885.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -484932.562500 Penalty: 4114.963379
	Iteration 9Q: 3 clusters Score -484932.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -484968.343750 Penalty: 4114.963379
	Iteration 10Q: 3 clusters Score -484968.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -484999.125000 Penalty: 4114.963379
	Iteration 11Q: 3 clusters Score -484999.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -485031.500000 Penalty: 4114.963379
	Iteration 12Q: 3 clusters Score -485031.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -485062.593750 Penalty: 4114.963379
	Iteration 13Q: 3 clusters Score -485062.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -485096.375000 Penalty: 4114.963379
	Iteration 14Q: 3 clusters Score -485096.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -485132.500000 Penalty: 4114.963379
	Iteration 15Q: 3 clusters Score -485132.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -485163.281250 Penalty: 4114.963379
	Iteration 16Q: 3 clusters Score -485163.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -485186.437500 Penalty: 4114.963379
	Iteration 17Q: 3 clusters Score -485186.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -485210.093750 Penalty: 4114.963379
	Iteration 18Q: 3 clusters Score -485210.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -485238.906250 Penalty: 4114.963379
	Iteration 19Q: 3 clusters Score -485238.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -485275.906250 Penalty: 4114.963379
	Iteration 20F: 3 clusters Score -485275.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -485312.343750 Penalty: 4114.963379
	Iteration 21Q: 3 clusters Score -485312.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -485349.125000 Penalty: 4114.963379
	Iteration 22Q: 3 clusters Score -485349.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -485378.937500 Penalty: 4114.963379
	Iteration 23Q: 3 clusters Score -485378.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -485396.218750 Penalty: 4114.963379
	Iteration 24Q: 3 clusters Score -485396.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -485416.968750 Penalty: 4114.963379
	Iteration 25Q: 3 clusters Score -485417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -485436.375000 Penalty: 4114.963379
	Iteration 26Q: 3 clusters Score -485436.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -485455.281250 Penalty: 4114.963379
	Iteration 27Q: 3 clusters Score -485455.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -485467.843750 Penalty: 4114.963379
	Iteration 28Q: 3 clusters Score -485467.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -485475.375000 Penalty: 4114.963379
	Iteration 29Q: 3 clusters Score -485475.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -485480.187500 Penalty: 4114.963379
	Iteration 30Q: 3 clusters Score -485480.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -485485.750000 Penalty: 4114.963379
	Iteration 31Q: 3 clusters Score -485485.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -485491.062500 Penalty: 4114.963379
	Iteration 32Q: 3 clusters Score -485491.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -485495.250000 Penalty: 4114.963379
	Iteration 33Q: 3 clusters Score -485495.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -485498.843750 Penalty: 4114.963379
	Iteration 34Q: 3 clusters Score -485498.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -485505.625000 Penalty: 4114.963379
	Iteration 35Q: 3 clusters Score -485505.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -485515.687500 Penalty: 4114.963379
	Iteration 36Q: 3 clusters Score -485515.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -485523.250000 Penalty: 4114.963379
	Iteration 37Q: 3 clusters Score -485523.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -485529.937500 Penalty: 4114.963379
	Iteration 38Q: 3 clusters Score -485529.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -485534.687500 Penalty: 4114.963379
	Iteration 39Q: 3 clusters Score -485534.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -485539.875000 Penalty: 4114.963379
	Iteration 40F: 3 clusters Score -485539.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -485541.968750 Penalty: 4114.963379
	Iteration 41Q: 3 clusters Score -485542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -485542.781250 Penalty: 4114.963379
	Iteration 42Q: 3 clusters Score -485542.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -485544.687500 Penalty: 4114.963379
	Iteration 43Q: 3 clusters Score -485544.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -485547.062500 Penalty: 4114.963379
	Iteration 44Q: 3 clusters Score -485547.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -485549.093750 Penalty: 4114.963379
	Iteration 45Q: 3 clusters Score -485549.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -485550.437500 Penalty: 4114.963379
	Iteration 46Q: 3 clusters Score -485550.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -485552.312500 Penalty: 4114.963379
	Iteration 47Q: 3 clusters Score -485552.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -485554.125000 Penalty: 4114.963379
	Iteration 48Q: 3 clusters Score -485554.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -485555.375000 Penalty: 4114.963379
	Iteration 49Q: 3 clusters Score -485555.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -485554.937500 Penalty: 4114.963379
	Iteration 50Q: 3 clusters Score -485554.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -485555.625000 Penalty: 4114.963379
	Iteration 51Q: 3 clusters Score -485555.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -485555.625000 Penalty: 4114.963379
	Iteration 52F: 3 clusters Score -485555.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -46166.210938 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -46166.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44777.550781 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -44777.55 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45099.085938 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -45099.09 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45374.386719 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -45374.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45556.199219 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -45556.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45674.484375 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -45674.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45728.289062 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -45728.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45752.664062 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -45752.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45790.933594 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -45790.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45813.347656 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -45813.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45847.671875 Penalty: 3050.698975
	Iteration 9Q: 3 clusters Score -45847.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45877.527344 Penalty: 3050.698975
	Iteration 10Q: 3 clusters Score -45877.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45918.074219 Penalty: 3050.698975
	Iteration 11Q: 3 clusters Score -45918.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45991.750000 Penalty: 3050.698975
	Iteration 12Q: 3 clusters Score -45991.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46191.289062 Penalty: 3050.698975
	Iteration 13Q: 3 clusters Score -46191.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46413.617188 Penalty: 3050.698975
	Iteration 14F: 3 clusters Score -46413.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46638.019531 Penalty: 3050.698975
	Iteration 15Q: 3 clusters Score -46638.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46806.011719 Penalty: 3050.698975
	Iteration 16Q: 3 clusters Score -46806.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46857.765625 Penalty: 3050.698975
	Iteration 17Q: 3 clusters Score -46857.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46882.527344 Penalty: 3050.698975
	Iteration 18Q: 3 clusters Score -46882.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46887.769531 Penalty: 3050.698975
	Iteration 19Q: 3 clusters Score -46887.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46909.566406 Penalty: 3050.698975
	Iteration 20F: 3 clusters Score -46909.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46979.699219 Penalty: 3050.698975
	Iteration 21Q: 3 clusters Score -46979.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47088.609375 Penalty: 3050.698975
	Iteration 22Q: 3 clusters Score -47088.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47181.941406 Penalty: 3050.698975
	Iteration 23Q: 3 clusters Score -47181.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47181.941406 Penalty: 3050.698975
	Iteration 24F: 3 clusters Score -47181.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 77931 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 10620 members 
Mstep: Class 8 contains 18050 members 
Mstep: Class 9 contains 277607 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 10736 members 
Mstep: Class 12 contains 58787 members 
Mstep: Class 13 contains 20150 members 
Mstep: Class 14 contains 22498 members 
Mstep: Class 15 contains 28609 members 
Mstep: Class 16 contains 52504 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110235 members 
Mstep: Class 19 contains 3878 members 
Mstep: Class 20 contains 191296 members 
Mstep: Class 21 contains 20606 members 
Mstep: Class 22 contains 2618 members 
Mstep: Class 23 contains 8057 members 
Mstep: Class 24 contains 39539 members 
Mstep: Class 25 contains 276419 members 
Mstep: Class 26 contains 15117 members 
Mstep: Class 27 contains 208 members 
Entering Unmasked Estep 
Score: -154615232.000000 Penalty: 94130.875000
Splitting cluster 6 changes total score from -154616336.000000 to -154615232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Entering Unmasked Estep 
Score: -1330353.375000 Penalty: 2299.082520
	Iteration 0F: 2 clusters Score -1330353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1322279.250000 Penalty: 4598.165039
	Iteration 0F: 3 clusters Score -1322279 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1324609.750000 Penalty: 4598.165039
	Iteration 1F: 3 clusters Score -1324610 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1324895.875000 Penalty: 4598.165039
	Iteration 2F: 3 clusters Score -1324896 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1325100.500000 Penalty: 4598.165039
	Iteration 3Q: 3 clusters Score -1325100 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1325233.750000 Penalty: 4598.165039
	Iteration 4Q: 3 clusters Score -1325234 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1325349.000000 Penalty: 4598.165039
	Iteration 5Q: 3 clusters Score -1325349 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1325452.250000 Penalty: 4598.165039
	Iteration 6Q: 3 clusters Score -1325452 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1325561.250000 Penalty: 4598.165039
	Iteration 7Q: 3 clusters Score -1325561 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1325680.875000 Penalty: 4598.165039
	Iteration 8Q: 3 clusters Score -1325681 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1325796.375000 Penalty: 4598.165039
	Iteration 9Q: 3 clusters Score -1325796 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1325918.750000 Penalty: 4598.165039
	Iteration 10Q: 3 clusters Score -1325919 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1326045.500000 Penalty: 4598.165039
	Iteration 11Q: 3 clusters Score -1326046 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1326172.625000 Penalty: 4598.165039
	Iteration 12Q: 3 clusters Score -1326173 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1326290.250000 Penalty: 4598.165039
	Iteration 13Q: 3 clusters Score -1326290 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1326425.875000 Penalty: 4598.165039
	Iteration 14Q: 3 clusters Score -1326426 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1326557.500000 Penalty: 4598.165039
	Iteration 15Q: 3 clusters Score -1326558 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1326699.500000 Penalty: 4598.165039
	Iteration 16Q: 3 clusters Score -1326700 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1326862.500000 Penalty: 4598.165039
	Iteration 17Q: 3 clusters Score -1326862 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1327016.750000 Penalty: 4598.165039
	Iteration 18Q: 3 clusters Score -1327017 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1327172.125000 Penalty: 4598.165039
	Iteration 19Q: 3 clusters Score -1327172 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1327308.500000 Penalty: 4598.165039
	Iteration 20F: 3 clusters Score -1327308 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1327443.875000 Penalty: 4598.165039
	Iteration 21Q: 3 clusters Score -1327444 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1327569.125000 Penalty: 4598.165039
	Iteration 22Q: 3 clusters Score -1327569 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1327668.750000 Penalty: 4598.165039
	Iteration 23Q: 3 clusters Score -1327669 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1327747.500000 Penalty: 4598.165039
	Iteration 24Q: 3 clusters Score -1327748 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1327813.125000 Penalty: 4598.165039
	Iteration 25Q: 3 clusters Score -1327813 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1327892.000000 Penalty: 4598.165039
	Iteration 26Q: 3 clusters Score -1327892 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1327977.500000 Penalty: 4598.165039
	Iteration 27Q: 3 clusters Score -1327978 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1328046.250000 Penalty: 4598.165039
	Iteration 28Q: 3 clusters Score -1328046 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1328090.000000 Penalty: 4598.165039
	Iteration 29Q: 3 clusters Score -1328090 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1328124.750000 Penalty: 4598.165039
	Iteration 30Q: 3 clusters Score -1328125 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1328146.250000 Penalty: 4598.165039
	Iteration 31Q: 3 clusters Score -1328146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1328170.000000 Penalty: 4598.165039
	Iteration 32Q: 3 clusters Score -1328170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1328195.875000 Penalty: 4598.165039
	Iteration 33Q: 3 clusters Score -1328196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1328220.125000 Penalty: 4598.165039
	Iteration 34Q: 3 clusters Score -1328220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1328242.750000 Penalty: 4598.165039
	Iteration 35Q: 3 clusters Score -1328243 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1328259.000000 Penalty: 4598.165039
	Iteration 36Q: 3 clusters Score -1328259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1328271.375000 Penalty: 4598.165039
	Iteration 37Q: 3 clusters Score -1328271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1328277.750000 Penalty: 4598.165039
	Iteration 38Q: 3 clusters Score -1328278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1328287.375000 Penalty: 4598.165039
	Iteration 39Q: 3 clusters Score -1328287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1328294.500000 Penalty: 4598.165039
	Iteration 40F: 3 clusters Score -1328294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1328297.625000 Penalty: 4598.165039
	Iteration 41Q: 3 clusters Score -1328298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1328303.750000 Penalty: 4598.165039
	Iteration 42Q: 3 clusters Score -1328304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1328307.125000 Penalty: 4598.165039
	Iteration 43Q: 3 clusters Score -1328307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1328306.500000 Penalty: 4598.165039
	Iteration 44Q: 3 clusters Score -1328306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1328309.500000 Penalty: 4598.165039
	Iteration 45Q: 3 clusters Score -1328310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1328311.875000 Penalty: 4598.165039
	Iteration 46Q: 3 clusters Score -1328312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1328316.500000 Penalty: 4598.165039
	Iteration 47Q: 3 clusters Score -1328316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1328318.750000 Penalty: 4598.165039
	Iteration 48Q: 3 clusters Score -1328319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1328320.125000 Penalty: 4598.165039
	Iteration 49Q: 3 clusters Score -1328320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1328329.250000 Penalty: 4598.165039
	Iteration 50Q: 3 clusters Score -1328329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1328335.000000 Penalty: 4598.165039
	Iteration 51Q: 3 clusters Score -1328335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1328337.625000 Penalty: 4598.165039
	Iteration 52Q: 3 clusters Score -1328338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1328340.250000 Penalty: 4598.165039
	Iteration 53Q: 3 clusters Score -1328340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1328339.375000 Penalty: 4598.165039
	Iteration 54Q: 3 clusters Score -1328339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1328341.875000 Penalty: 4598.165039
	Iteration 55Q: 3 clusters Score -1328342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1328349.750000 Penalty: 4598.165039
	Iteration 56Q: 3 clusters Score -1328350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1328353.875000 Penalty: 4598.165039
	Iteration 57Q: 3 clusters Score -1328354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1328357.500000 Penalty: 4598.165039
	Iteration 58Q: 3 clusters Score -1328358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1328363.375000 Penalty: 4598.165039
	Iteration 59Q: 3 clusters Score -1328363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1328368.000000 Penalty: 4598.165039
	Iteration 60F: 3 clusters Score -1328368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1328372.750000 Penalty: 4598.165039
	Iteration 61Q: 3 clusters Score -1328373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1328373.875000 Penalty: 4598.165039
	Iteration 62Q: 3 clusters Score -1328374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1328375.750000 Penalty: 4598.165039
	Iteration 63Q: 3 clusters Score -1328376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1328377.375000 Penalty: 4598.165039
	Iteration 64Q: 3 clusters Score -1328377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1328378.000000 Penalty: 4598.165039
	Iteration 65Q: 3 clusters Score -1328378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1328379.625000 Penalty: 4598.165039
	Iteration 66Q: 3 clusters Score -1328380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1328380.875000 Penalty: 4598.165039
	Iteration 67Q: 3 clusters Score -1328381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1328380.750000 Penalty: 4598.165039
	Iteration 68Q: 3 clusters Score -1328381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1328381.125000 Penalty: 4598.165039
	Iteration 69Q: 3 clusters Score -1328381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1328383.750000 Penalty: 4598.165039
	Iteration 70Q: 3 clusters Score -1328384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1328390.000000 Penalty: 4598.165039
	Iteration 71Q: 3 clusters Score -1328390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1328393.000000 Penalty: 4598.165039
	Iteration 72Q: 3 clusters Score -1328393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1328395.750000 Penalty: 4598.165039
	Iteration 73Q: 3 clusters Score -1328396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1328395.500000 Penalty: 4598.165039
	Iteration 74Q: 3 clusters Score -1328396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1328399.625000 Penalty: 4598.165039
	Iteration 75Q: 3 clusters Score -1328400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1328403.500000 Penalty: 4598.165039
	Iteration 76Q: 3 clusters Score -1328404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1328408.000000 Penalty: 4598.165039
	Iteration 77Q: 3 clusters Score -1328408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1328413.875000 Penalty: 4598.165039
	Iteration 78Q: 3 clusters Score -1328414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1328414.625000 Penalty: 4598.165039
	Iteration 79Q: 3 clusters Score -1328415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1328419.250000 Penalty: 4598.165039
	Iteration 80F: 3 clusters Score -1328419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1328422.875000 Penalty: 4598.165039
	Iteration 81Q: 3 clusters Score -1328423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1328423.750000 Penalty: 4598.165039
	Iteration 82Q: 3 clusters Score -1328424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1328423.875000 Penalty: 4598.165039
	Iteration 83Q: 3 clusters Score -1328424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1328423.875000 Penalty: 4598.165039
	Iteration 84F: 3 clusters Score -1328424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Entering Unmasked Estep 
Score: -2263609.500000 Penalty: 2430.623535
	Iteration 0F: 2 clusters Score -2263610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2250824.750000 Penalty: 4861.247070
	Iteration 0F: 3 clusters Score -2250825 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2255014.500000 Penalty: 4861.247070
	Iteration 1F: 3 clusters Score -2255014 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2255362.250000 Penalty: 4861.247070
	Iteration 2F: 3 clusters Score -2255362 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2255644.750000 Penalty: 4861.247070
	Iteration 3Q: 3 clusters Score -2255645 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2255899.750000 Penalty: 4861.247070
	Iteration 4Q: 3 clusters Score -2255900 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2256135.500000 Penalty: 4861.247070
	Iteration 5Q: 3 clusters Score -2256136 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2256374.750000 Penalty: 4861.247070
	Iteration 6Q: 3 clusters Score -2256375 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2256637.000000 Penalty: 4861.247070
	Iteration 7Q: 3 clusters Score -2256637 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2257013.000000 Penalty: 4861.247070
	Iteration 8Q: 3 clusters Score -2257013 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2257483.250000 Penalty: 4861.247070
	Iteration 9Q: 3 clusters Score -2257483 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2258074.000000 Penalty: 4861.247070
	Iteration 10F: 3 clusters Score -2258074 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2258779.500000 Penalty: 4861.247070
	Iteration 11F: 3 clusters Score -2258780 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2259520.250000 Penalty: 4861.247070
	Iteration 12F: 3 clusters Score -2259520 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2260206.500000 Penalty: 4861.247070
	Iteration 13Q: 3 clusters Score -2260206 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2260692.000000 Penalty: 4861.247070
	Iteration 14Q: 3 clusters Score -2260692 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2261005.750000 Penalty: 4861.247070
	Iteration 15Q: 3 clusters Score -2261006 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2261180.750000 Penalty: 4861.247070
	Iteration 16Q: 3 clusters Score -2261181 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2261279.750000 Penalty: 4861.247070
	Iteration 17Q: 3 clusters Score -2261280 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2261354.500000 Penalty: 4861.247070
	Iteration 18Q: 3 clusters Score -2261354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2261406.250000 Penalty: 4861.247070
	Iteration 19Q: 3 clusters Score -2261406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2261424.500000 Penalty: 4861.247070
	Iteration 20F: 3 clusters Score -2261424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2261435.500000 Penalty: 4861.247070
	Iteration 21Q: 3 clusters Score -2261436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2261450.000000 Penalty: 4861.247070
	Iteration 22Q: 3 clusters Score -2261450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2261465.250000 Penalty: 4861.247070
	Iteration 23Q: 3 clusters Score -2261465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2261477.250000 Penalty: 4861.247070
	Iteration 24Q: 3 clusters Score -2261477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2261487.250000 Penalty: 4861.247070
	Iteration 25Q: 3 clusters Score -2261487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2261500.250000 Penalty: 4861.247070
	Iteration 26Q: 3 clusters Score -2261500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2261507.000000 Penalty: 4861.247070
	Iteration 27Q: 3 clusters Score -2261507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2261517.500000 Penalty: 4861.247070
	Iteration 28Q: 3 clusters Score -2261518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2261519.750000 Penalty: 4861.247070
	Iteration 29Q: 3 clusters Score -2261520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2261522.000000 Penalty: 4861.247070
	Iteration 30Q: 3 clusters Score -2261522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2261522.000000 Penalty: 4861.247070
	Iteration 31F: 3 clusters Score -2261522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (277607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277607 members 
Entering Unmasked Estep 
Score: -34422896.000000 Penalty: 3108.422363
	Iteration 0F: 2 clusters Score -3.44229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138997 members 
Mstep: Class 2 contains 138610 members 
Entering Unmasked Estep 
Score: -34247836.000000 Penalty: 6216.844727
	Iteration 0F: 3 clusters Score -3.424784e+07 nChanged 134400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139009 members 
Mstep: Class 2 contains 138598 members 
Entering Unmasked Estep 
Score: -34328000.000000 Penalty: 6216.844727
	Iteration 1F: 3 clusters Score -3.4328e+07 nChanged 9023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138598 members 
Mstep: Class 2 contains 139009 members 
Entering Unmasked Estep 
Score: -34330976.000000 Penalty: 6216.844727
	Iteration 2Q: 3 clusters Score -3.433098e+07 nChanged 11258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137376 members 
Mstep: Class 2 contains 140231 members 
Entering Unmasked Estep 
Score: -34335736.000000 Penalty: 6216.844727
	Iteration 3Q: 3 clusters Score -3.433574e+07 nChanged 14246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134908 members 
Mstep: Class 2 contains 142699 members 
Entering Unmasked Estep 
Score: -34343648.000000 Penalty: 6216.844727
	Iteration 4F: 3 clusters Score -3.434365e+07 nChanged 17822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130486 members 
Mstep: Class 2 contains 147121 members 
Entering Unmasked Estep 
Score: -34355584.000000 Penalty: 6216.844727
	Iteration 5F: 3 clusters Score -3.435558e+07 nChanged 20795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123801 members 
Mstep: Class 2 contains 153806 members 
Entering Unmasked Estep 
Score: -34371196.000000 Penalty: 6216.844727
	Iteration 6F: 3 clusters Score -3.43712e+07 nChanged 21652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115745 members 
Mstep: Class 2 contains 161862 members 
Entering Unmasked Estep 
Score: -34389572.000000 Penalty: 6216.844727
	Iteration 7F: 3 clusters Score -3.438957e+07 nChanged 18942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108383 members 
Mstep: Class 2 contains 169224 members 
Entering Unmasked Estep 
Score: -34405404.000000 Penalty: 6216.844727
	Iteration 8F: 3 clusters Score -3.44054e+07 nChanged 12515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103184 members 
Mstep: Class 2 contains 174423 members 
Entering Unmasked Estep 
Score: -34412232.000000 Penalty: 6216.844727
	Iteration 9Q: 3 clusters Score -3.441223e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99088 members 
Mstep: Class 2 contains 178519 members 
Entering Unmasked Estep 
Score: -34414532.000000 Penalty: 6216.844727
	Iteration 10Q: 3 clusters Score -3.441453e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95125 members 
Mstep: Class 2 contains 182482 members 
Entering Unmasked Estep 
Score: -34415896.000000 Penalty: 6216.844727
	Iteration 11Q: 3 clusters Score -3.44159e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91343 members 
Mstep: Class 2 contains 186264 members 
Entering Unmasked Estep 
Score: -34416588.000000 Penalty: 6216.844727
	Iteration 12Q: 3 clusters Score -3.441659e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87543 members 
Mstep: Class 2 contains 190064 members 
Entering Unmasked Estep 
Score: -34417228.000000 Penalty: 6216.844727
	Iteration 13Q: 3 clusters Score -3.441723e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83543 members 
Mstep: Class 2 contains 194064 members 
Entering Unmasked Estep 
Score: -34417728.000000 Penalty: 6216.844727
	Iteration 14Q: 3 clusters Score -3.441773e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79402 members 
Mstep: Class 2 contains 198205 members 
Entering Unmasked Estep 
Score: -34418184.000000 Penalty: 6216.844727
	Iteration 15Q: 3 clusters Score -3.441818e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75179 members 
Mstep: Class 2 contains 202428 members 
Entering Unmasked Estep 
Score: -34418476.000000 Penalty: 6216.844727
	Iteration 16Q: 3 clusters Score -3.441848e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 206778 members 
Entering Unmasked Estep 
Score: -34418840.000000 Penalty: 6216.844727
	Iteration 17Q: 3 clusters Score -3.441884e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66234 members 
Mstep: Class 2 contains 211373 members 
Entering Unmasked Estep 
Score: -34419316.000000 Penalty: 6216.844727
	Iteration 18Q: 3 clusters Score -3.441932e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 216142 members 
Entering Unmasked Estep 
Score: -34419696.000000 Penalty: 6216.844727
	Iteration 19Q: 3 clusters Score -3.44197e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56596 members 
Mstep: Class 2 contains 221011 members 
Entering Unmasked Estep 
Score: -34419948.000000 Penalty: 6216.844727
	Iteration 20F: 3 clusters Score -3.441995e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51818 members 
Mstep: Class 2 contains 225789 members 
Entering Unmasked Estep 
Score: -34420104.000000 Penalty: 6216.844727
	Iteration 21Q: 3 clusters Score -3.44201e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 230498 members 
Entering Unmasked Estep 
Score: -34420428.000000 Penalty: 6216.844727
	Iteration 22Q: 3 clusters Score -3.442043e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 235256 members 
Entering Unmasked Estep 
Score: -34420860.000000 Penalty: 6216.844727
	Iteration 23Q: 3 clusters Score -3.442086e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 239814 members 
Entering Unmasked Estep 
Score: -34421076.000000 Penalty: 6216.844727
	Iteration 24Q: 3 clusters Score -3.442108e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 244282 members 
Entering Unmasked Estep 
Score: -34421304.000000 Penalty: 6216.844727
	Iteration 25Q: 3 clusters Score -3.44213e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 248536 members 
Entering Unmasked Estep 
Score: -34421540.000000 Penalty: 6216.844727
	Iteration 26Q: 3 clusters Score -3.442154e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 252575 members 
Entering Unmasked Estep 
Score: -34421864.000000 Penalty: 6216.844727
	Iteration 27Q: 3 clusters Score -3.442186e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 256323 members 
Entering Unmasked Estep 
Score: -34421872.000000 Penalty: 6216.844727
	Iteration 28Q: 3 clusters Score -3.442187e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 259712 members 
Entering Unmasked Estep 
Score: -34422140.000000 Penalty: 6216.844727
	Iteration 29Q: 3 clusters Score -3.442214e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 262593 members 
Entering Unmasked Estep 
Score: -34422204.000000 Penalty: 6216.844727
	Iteration 30Q: 3 clusters Score -3.44222e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 265118 members 
Entering Unmasked Estep 
Score: -34422404.000000 Penalty: 6216.844727
	Iteration 31Q: 3 clusters Score -3.44224e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 267272 members 
Entering Unmasked Estep 
Score: -34422328.000000 Penalty: 6216.844727
	Iteration 32Q: 3 clusters Score -3.442233e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 269000 members 
Entering Unmasked Estep 
Score: -34422256.000000 Penalty: 6216.844727
	Iteration 33Q: 3 clusters Score -3.442226e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 270388 members 
Entering Unmasked Estep 
Score: -34422316.000000 Penalty: 6216.844727
	Iteration 34Q: 3 clusters Score -3.442232e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 271437 members 
Entering Unmasked Estep 
Score: -34422144.000000 Penalty: 6216.844727
	Iteration 35Q: 3 clusters Score -3.442214e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 272283 members 
Entering Unmasked Estep 
Score: -34422044.000000 Penalty: 6216.844727
	Iteration 36Q: 3 clusters Score -3.442204e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 272896 members 
Entering Unmasked Estep 
Score: -34421988.000000 Penalty: 6216.844727
	Iteration 37Q: 3 clusters Score -3.442199e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 273354 members 
Entering Unmasked Estep 
Score: -34421932.000000 Penalty: 6216.844727
	Iteration 38Q: 3 clusters Score -3.442193e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 273700 members 
Entering Unmasked Estep 
Score: -34421952.000000 Penalty: 6216.844727
	Iteration 39Q: 3 clusters Score -3.442195e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 273938 members 
Entering Unmasked Estep 
Score: -34422068.000000 Penalty: 6216.844727
	Iteration 40F: 3 clusters Score -3.442207e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 274450 members 
Entering Unmasked Estep 
Score: -34421844.000000 Penalty: 6216.844727
	Iteration 41Q: 3 clusters Score -3.442184e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 274837 members 
Entering Unmasked Estep 
Score: -34421776.000000 Penalty: 6216.844727
	Iteration 42Q: 3 clusters Score -3.442178e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 275139 members 
Entering Unmasked Estep 
Score: -34421632.000000 Penalty: 6216.844727
	Iteration 43Q: 3 clusters Score -3.442163e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 275393 members 
Entering Unmasked Estep 
Score: -34421504.000000 Penalty: 6216.844727
	Iteration 44Q: 3 clusters Score -3.44215e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 275591 members 
Entering Unmasked Estep 
Score: -34421468.000000 Penalty: 6216.844727
	Iteration 45Q: 3 clusters Score -3.442147e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 275741 members 
Entering Unmasked Estep 
Score: -34421360.000000 Penalty: 6216.844727
	Iteration 46Q: 3 clusters Score -3.442136e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 275874 members 
Entering Unmasked Estep 
Score: -34421328.000000 Penalty: 6216.844727
	Iteration 47Q: 3 clusters Score -3.442133e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 275995 members 
Entering Unmasked Estep 
Score: -34421304.000000 Penalty: 6216.844727
	Iteration 48Q: 3 clusters Score -3.44213e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 276097 members 
Entering Unmasked Estep 
Score: -34421232.000000 Penalty: 6216.844727
	Iteration 49Q: 3 clusters Score -3.442123e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 276172 members 
Entering Unmasked Estep 
Score: -34421224.000000 Penalty: 6216.844727
	Iteration 50Q: 3 clusters Score -3.442122e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 276232 members 
Entering Unmasked Estep 
Score: -34421176.000000 Penalty: 6216.844727
	Iteration 51Q: 3 clusters Score -3.442118e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 276275 members 
Entering Unmasked Estep 
Score: -34421104.000000 Penalty: 6216.844727
	Iteration 52Q: 3 clusters Score -3.44211e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 276321 members 
Entering Unmasked Estep 
Score: -34421052.000000 Penalty: 6216.844727
	Iteration 53Q: 3 clusters Score -3.442105e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 276359 members 
Entering Unmasked Estep 
Score: -34421036.000000 Penalty: 6216.844727
	Iteration 54Q: 3 clusters Score -3.442104e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 276374 members 
Entering Unmasked Estep 
Score: -34421048.000000 Penalty: 6216.844727
	Iteration 55Q: 3 clusters Score -3.442105e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 276389 members 
Entering Unmasked Estep 
Score: -34421048.000000 Penalty: 6216.844727
	Iteration 56Q: 3 clusters Score -3.442105e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 276402 members 
Entering Unmasked Estep 
Score: -34421040.000000 Penalty: 6216.844727
	Iteration 57Q: 3 clusters Score -3.442104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 276410 members 
Entering Unmasked Estep 
Score: -34421040.000000 Penalty: 6216.844727
	Iteration 58Q: 3 clusters Score -3.442104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 276419 members 
Entering Unmasked Estep 
Score: -34421052.000000 Penalty: 6216.844727
	Iteration 59Q: 3 clusters Score -3.442105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 276423 members 
Entering Unmasked Estep 
Score: -34421048.000000 Penalty: 6216.844727
	Iteration 60F: 3 clusters Score -3.442105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 276423 members 
Entering Unmasked Estep 
Score: -34421052.000000 Penalty: 6216.844727
	Iteration 61Q: 3 clusters Score -3.442105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 276422 members 
Entering Unmasked Estep 
Score: -34421052.000000 Penalty: 6216.844727
	Iteration 62Q: 3 clusters Score -3.442105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 276422 members 
Entering Unmasked Estep 
Score: -34421052.000000 Penalty: 6216.844727
	Iteration 63F: 3 clusters Score -3.442105e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Entering Unmasked Estep 
Score: -495536.718750 Penalty: 2071.258057
	Iteration 0F: 2 clusters Score -495536.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -491490.250000 Penalty: 4142.516113
	Iteration 0F: 3 clusters Score -491490.2 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -492509.968750 Penalty: 4142.516113
	Iteration 1F: 3 clusters Score -492510 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -492856.625000 Penalty: 4142.516113
	Iteration 2F: 3 clusters Score -492856.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -493106.125000 Penalty: 4142.516113
	Iteration 3F: 3 clusters Score -493106.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -493303.468750 Penalty: 4142.516113
	Iteration 4F: 3 clusters Score -493303.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -493521.125000 Penalty: 4142.516113
	Iteration 5F: 3 clusters Score -493521.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -493718.406250 Penalty: 4142.516113
	Iteration 6F: 3 clusters Score -493718.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -493888.312500 Penalty: 4142.516113
	Iteration 7Q: 3 clusters Score -493888.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -494019.687500 Penalty: 4142.516113
	Iteration 8Q: 3 clusters Score -494019.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -494123.125000 Penalty: 4142.516113
	Iteration 9Q: 3 clusters Score -494123.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -494203.937500 Penalty: 4142.516113
	Iteration 10Q: 3 clusters Score -494203.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -494274.156250 Penalty: 4142.516113
	Iteration 11Q: 3 clusters Score -494274.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -494323.906250 Penalty: 4142.516113
	Iteration 12Q: 3 clusters Score -494323.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -494359.968750 Penalty: 4142.516113
	Iteration 13Q: 3 clusters Score -494360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -494384.750000 Penalty: 4142.516113
	Iteration 14Q: 3 clusters Score -494384.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -494406.937500 Penalty: 4142.516113
	Iteration 15Q: 3 clusters Score -494406.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -494416.593750 Penalty: 4142.516113
	Iteration 16Q: 3 clusters Score -494416.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -494429.437500 Penalty: 4142.516113
	Iteration 17Q: 3 clusters Score -494429.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -494432.406250 Penalty: 4142.516113
	Iteration 18Q: 3 clusters Score -494432.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -494433.718750 Penalty: 4142.516113
	Iteration 19Q: 3 clusters Score -494433.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -494436.562500 Penalty: 4142.516113
	Iteration 20F: 3 clusters Score -494436.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -494440.031250 Penalty: 4142.516113
	Iteration 21Q: 3 clusters Score -494440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -494440.031250 Penalty: 4142.516113
	Iteration 22F: 3 clusters Score -494440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Entering Unmasked Estep 
Score: -1287543.750000 Penalty: 2301.776611
	Iteration 0F: 2 clusters Score -1287544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1279383.500000 Penalty: 4603.553223
	Iteration 0F: 3 clusters Score -1279384 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1281751.750000 Penalty: 4603.553223
	Iteration 1F: 3 clusters Score -1281752 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1282122.625000 Penalty: 4603.553223
	Iteration 2F: 3 clusters Score -1282123 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1282435.750000 Penalty: 4603.553223
	Iteration 3F: 3 clusters Score -1282436 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1282746.625000 Penalty: 4603.553223
	Iteration 4F: 3 clusters Score -1282747 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1283056.625000 Penalty: 4603.553223
	Iteration 5Q: 3 clusters Score -1283057 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1283430.500000 Penalty: 4603.553223
	Iteration 6Q: 3 clusters Score -1283430 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1283892.625000 Penalty: 4603.553223
	Iteration 7F: 3 clusters Score -1283893 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1284470.750000 Penalty: 4603.553223
	Iteration 8F: 3 clusters Score -1284471 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1285003.750000 Penalty: 4603.553223
	Iteration 9F: 3 clusters Score -1285004 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1285410.375000 Penalty: 4603.553223
	Iteration 10Q: 3 clusters Score -1285410 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1285702.125000 Penalty: 4603.553223
	Iteration 11Q: 3 clusters Score -1285702 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1285897.500000 Penalty: 4603.553223
	Iteration 12Q: 3 clusters Score -1285898 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1286028.000000 Penalty: 4603.553223
	Iteration 13Q: 3 clusters Score -1286028 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1286142.750000 Penalty: 4603.553223
	Iteration 14Q: 3 clusters Score -1286143 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1286217.750000 Penalty: 4603.553223
	Iteration 15Q: 3 clusters Score -1286218 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1286286.125000 Penalty: 4603.553223
	Iteration 16Q: 3 clusters Score -1286286 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1286329.750000 Penalty: 4603.553223
	Iteration 17Q: 3 clusters Score -1286330 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1286363.750000 Penalty: 4603.553223
	Iteration 18Q: 3 clusters Score -1286364 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1286393.750000 Penalty: 4603.553223
	Iteration 19Q: 3 clusters Score -1286394 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1286416.500000 Penalty: 4603.553223
	Iteration 20F: 3 clusters Score -1286416 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1286438.750000 Penalty: 4603.553223
	Iteration 21Q: 3 clusters Score -1286439 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1286464.625000 Penalty: 4603.553223
	Iteration 22Q: 3 clusters Score -1286465 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1286479.250000 Penalty: 4603.553223
	Iteration 23Q: 3 clusters Score -1286479 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1286495.250000 Penalty: 4603.553223
	Iteration 24Q: 3 clusters Score -1286495 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1286505.125000 Penalty: 4603.553223
	Iteration 25Q: 3 clusters Score -1286505 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1286521.750000 Penalty: 4603.553223
	Iteration 26Q: 3 clusters Score -1286522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1286536.250000 Penalty: 4603.553223
	Iteration 27Q: 3 clusters Score -1286536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1286548.250000 Penalty: 4603.553223
	Iteration 28Q: 3 clusters Score -1286548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1286555.750000 Penalty: 4603.553223
	Iteration 29Q: 3 clusters Score -1286556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1286565.625000 Penalty: 4603.553223
	Iteration 30Q: 3 clusters Score -1286566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1286575.125000 Penalty: 4603.553223
	Iteration 31Q: 3 clusters Score -1286575 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1286581.500000 Penalty: 4603.553223
	Iteration 32Q: 3 clusters Score -1286582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1286591.625000 Penalty: 4603.553223
	Iteration 33Q: 3 clusters Score -1286592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1286606.625000 Penalty: 4603.553223
	Iteration 34Q: 3 clusters Score -1286607 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1286605.500000 Penalty: 4603.553223
	Iteration 35Q: 3 clusters Score -1286606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1286615.500000 Penalty: 4603.553223
	Iteration 36Q: 3 clusters Score -1286616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1286622.125000 Penalty: 4603.553223
	Iteration 37Q: 3 clusters Score -1286622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1286623.500000 Penalty: 4603.553223
	Iteration 38Q: 3 clusters Score -1286624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1286629.375000 Penalty: 4603.553223
	Iteration 39Q: 3 clusters Score -1286629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1286629.500000 Penalty: 4603.553223
	Iteration 40F: 3 clusters Score -1286630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1286635.750000 Penalty: 4603.553223
	Iteration 41Q: 3 clusters Score -1286636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1286636.625000 Penalty: 4603.553223
	Iteration 42Q: 3 clusters Score -1286637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1286641.000000 Penalty: 4603.553223
	Iteration 43Q: 3 clusters Score -1286641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1286646.375000 Penalty: 4603.553223
	Iteration 44Q: 3 clusters Score -1286646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1286653.875000 Penalty: 4603.553223
	Iteration 45Q: 3 clusters Score -1286654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1286660.500000 Penalty: 4603.553223
	Iteration 46Q: 3 clusters Score -1286660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1286665.375000 Penalty: 4603.553223
	Iteration 47Q: 3 clusters Score -1286665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1286665.125000 Penalty: 4603.553223
	Iteration 48Q: 3 clusters Score -1286665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1286667.125000 Penalty: 4603.553223
	Iteration 49Q: 3 clusters Score -1286667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1286672.125000 Penalty: 4603.553223
	Iteration 50Q: 3 clusters Score -1286672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1286673.375000 Penalty: 4603.553223
	Iteration 51Q: 3 clusters Score -1286673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1286672.250000 Penalty: 4603.553223
	Iteration 52Q: 3 clusters Score -1286672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1286672.375000 Penalty: 4603.553223
	Iteration 53Q: 3 clusters Score -1286672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1286671.250000 Penalty: 4603.553223
	Iteration 54Q: 3 clusters Score -1286671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1286671.875000 Penalty: 4603.553223
	Iteration 55Q: 3 clusters Score -1286672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1286672.250000 Penalty: 4603.553223
	Iteration 56Q: 3 clusters Score -1286672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1286674.500000 Penalty: 4603.553223
	Iteration 57Q: 3 clusters Score -1286674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1286674.375000 Penalty: 4603.553223
	Iteration 58Q: 3 clusters Score -1286674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1286676.375000 Penalty: 4603.553223
	Iteration 59Q: 3 clusters Score -1286676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1286676.875000 Penalty: 4603.553223
	Iteration 60F: 3 clusters Score -1286677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1286676.000000 Penalty: 4603.553223
	Iteration 61Q: 3 clusters Score -1286676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1286677.375000 Penalty: 4603.553223
	Iteration 62Q: 3 clusters Score -1286677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1286678.875000 Penalty: 4603.553223
	Iteration 63Q: 3 clusters Score -1286679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1286681.375000 Penalty: 4603.553223
	Iteration 64Q: 3 clusters Score -1286681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1286680.875000 Penalty: 4603.553223
	Iteration 65Q: 3 clusters Score -1286681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1286680.625000 Penalty: 4603.553223
	Iteration 66Q: 3 clusters Score -1286681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1286681.875000 Penalty: 4603.553223
	Iteration 67Q: 3 clusters Score -1286682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1286682.250000 Penalty: 4603.553223
	Iteration 68Q: 3 clusters Score -1286682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1286681.750000 Penalty: 4603.553223
	Iteration 69Q: 3 clusters Score -1286682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1286682.125000 Penalty: 4603.553223
	Iteration 70Q: 3 clusters Score -1286682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1286682.125000 Penalty: 4603.553223
	Iteration 71F: 3 clusters Score -1286682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (58787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58787 members 
Entering Unmasked Estep 
Score: -7384594.000000 Penalty: 2723.455566
	Iteration 0F: 2 clusters Score -7384594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -7345215.000000 Penalty: 5446.911133
	Iteration 0F: 3 clusters Score -7345215 nChanged 27345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -7360406.000000 Penalty: 5446.911133
	Iteration 1F: 3 clusters Score -7360406 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -7361153.500000 Penalty: 5446.911133
	Iteration 2Q: 3 clusters Score -7361154 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -7361941.000000 Penalty: 5446.911133
	Iteration 3Q: 3 clusters Score -7361941 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -7362896.000000 Penalty: 5446.911133
	Iteration 4Q: 3 clusters Score -7362896 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -7364112.000000 Penalty: 5446.911133
	Iteration 5Q: 3 clusters Score -7364112 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -7365623.500000 Penalty: 5446.911133
	Iteration 6Q: 3 clusters Score -7365624 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -7367372.500000 Penalty: 5446.911133
	Iteration 7F: 3 clusters Score -7367372 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -7369453.500000 Penalty: 5446.911133
	Iteration 8F: 3 clusters Score -7369454 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -7371783.000000 Penalty: 5446.911133
	Iteration 9F: 3 clusters Score -7371783 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -7374234.000000 Penalty: 5446.911133
	Iteration 10F: 3 clusters Score -7374234 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -7375859.000000 Penalty: 5446.911133
	Iteration 11Q: 3 clusters Score -7375859 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -7376773.000000 Penalty: 5446.911133
	Iteration 12Q: 3 clusters Score -7376773 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -7377233.500000 Penalty: 5446.911133
	Iteration 13Q: 3 clusters Score -7377234 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -7377471.500000 Penalty: 5446.911133
	Iteration 14Q: 3 clusters Score -7377472 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -7377658.000000 Penalty: 5446.911133
	Iteration 15Q: 3 clusters Score -7377658 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -7377833.500000 Penalty: 5446.911133
	Iteration 16Q: 3 clusters Score -7377834 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -7377982.000000 Penalty: 5446.911133
	Iteration 17Q: 3 clusters Score -7377982 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -7378126.000000 Penalty: 5446.911133
	Iteration 18Q: 3 clusters Score -7378126 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -7378265.500000 Penalty: 5446.911133
	Iteration 19Q: 3 clusters Score -7378266 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -7378381.500000 Penalty: 5446.911133
	Iteration 20F: 3 clusters Score -7378382 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -7378501.000000 Penalty: 5446.911133
	Iteration 21Q: 3 clusters Score -7378501 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -7378693.500000 Penalty: 5446.911133
	Iteration 22Q: 3 clusters Score -7378694 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -7378830.000000 Penalty: 5446.911133
	Iteration 23Q: 3 clusters Score -7378830 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -7378941.500000 Penalty: 5446.911133
	Iteration 24Q: 3 clusters Score -7378942 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -7379117.000000 Penalty: 5446.911133
	Iteration 25Q: 3 clusters Score -7379117 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -7379251.000000 Penalty: 5446.911133
	Iteration 26Q: 3 clusters Score -7379251 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -7379405.000000 Penalty: 5446.911133
	Iteration 27Q: 3 clusters Score -7379405 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -7379572.000000 Penalty: 5446.911133
	Iteration 28Q: 3 clusters Score -7379572 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 46758 members 
Entering Unmasked Estep 
Score: -7379716.000000 Penalty: 5446.911133
	Iteration 29Q: 3 clusters Score -7379716 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -7379847.000000 Penalty: 5446.911133
	Iteration 30Q: 3 clusters Score -7379847 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -7379981.500000 Penalty: 5446.911133
	Iteration 31Q: 3 clusters Score -7379982 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -7380175.500000 Penalty: 5446.911133
	Iteration 32Q: 3 clusters Score -7380176 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -7380331.000000 Penalty: 5446.911133
	Iteration 33Q: 3 clusters Score -7380331 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -7380483.000000 Penalty: 5446.911133
	Iteration 34Q: 3 clusters Score -7380483 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 50053 members 
Entering Unmasked Estep 
Score: -7380612.000000 Penalty: 5446.911133
	Iteration 35Q: 3 clusters Score -7380612 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 50562 members 
Entering Unmasked Estep 
Score: -7380738.500000 Penalty: 5446.911133
	Iteration 36Q: 3 clusters Score -7380738 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -7380844.500000 Penalty: 5446.911133
	Iteration 37Q: 3 clusters Score -7380844 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 51472 members 
Entering Unmasked Estep 
Score: -7380962.000000 Penalty: 5446.911133
	Iteration 38Q: 3 clusters Score -7380962 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -7381128.500000 Penalty: 5446.911133
	Iteration 39Q: 3 clusters Score -7381128 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 52334 members 
Entering Unmasked Estep 
Score: -7381258.000000 Penalty: 5446.911133
	Iteration 40F: 3 clusters Score -7381258 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 52754 members 
Entering Unmasked Estep 
Score: -7381415.500000 Penalty: 5446.911133
	Iteration 41Q: 3 clusters Score -7381416 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 53154 members 
Entering Unmasked Estep 
Score: -7381565.000000 Penalty: 5446.911133
	Iteration 42Q: 3 clusters Score -7381565 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -7381679.000000 Penalty: 5446.911133
	Iteration 43Q: 3 clusters Score -7381679 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 53861 members 
Entering Unmasked Estep 
Score: -7381783.000000 Penalty: 5446.911133
	Iteration 44Q: 3 clusters Score -7381783 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -7381875.500000 Penalty: 5446.911133
	Iteration 45Q: 3 clusters Score -7381876 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -7381957.000000 Penalty: 5446.911133
	Iteration 46Q: 3 clusters Score -7381957 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -7382053.500000 Penalty: 5446.911133
	Iteration 47Q: 3 clusters Score -7382054 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 54990 members 
Entering Unmasked Estep 
Score: -7382139.000000 Penalty: 5446.911133
	Iteration 48Q: 3 clusters Score -7382139 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -7382240.500000 Penalty: 5446.911133
	Iteration 49Q: 3 clusters Score -7382240 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 55440 members 
Entering Unmasked Estep 
Score: -7382336.000000 Penalty: 5446.911133
	Iteration 50Q: 3 clusters Score -7382336 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -7382389.500000 Penalty: 5446.911133
	Iteration 51Q: 3 clusters Score -7382390 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 55826 members 
Entering Unmasked Estep 
Score: -7382462.500000 Penalty: 5446.911133
	Iteration 52Q: 3 clusters Score -7382462 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 55994 members 
Entering Unmasked Estep 
Score: -7382513.000000 Penalty: 5446.911133
	Iteration 53Q: 3 clusters Score -7382513 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -7382579.000000 Penalty: 5446.911133
	Iteration 54Q: 3 clusters Score -7382579 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -7382639.500000 Penalty: 5446.911133
	Iteration 55Q: 3 clusters Score -7382640 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -7382678.500000 Penalty: 5446.911133
	Iteration 56Q: 3 clusters Score -7382678 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 56450 members 
Entering Unmasked Estep 
Score: -7382687.500000 Penalty: 5446.911133
	Iteration 57Q: 3 clusters Score -7382688 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 56535 members 
Entering Unmasked Estep 
Score: -7382722.000000 Penalty: 5446.911133
	Iteration 58Q: 3 clusters Score -7382722 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 56604 members 
Entering Unmasked Estep 
Score: -7382749.500000 Penalty: 5446.911133
	Iteration 59Q: 3 clusters Score -7382750 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
Score: -7382760.000000 Penalty: 5446.911133
	Iteration 60F: 3 clusters Score -7382760 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -7382758.000000 Penalty: 5446.911133
	Iteration 61Q: 3 clusters Score -7382758 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -7382801.000000 Penalty: 5446.911133
	Iteration 62Q: 3 clusters Score -7382801 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 56810 members 
Entering Unmasked Estep 
Score: -7382805.500000 Penalty: 5446.911133
	Iteration 63Q: 3 clusters Score -7382806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -7382836.000000 Penalty: 5446.911133
	Iteration 64Q: 3 clusters Score -7382836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 56880 members 
Entering Unmasked Estep 
Score: -7382852.000000 Penalty: 5446.911133
	Iteration 65Q: 3 clusters Score -7382852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 56901 members 
Entering Unmasked Estep 
Score: -7382863.500000 Penalty: 5446.911133
	Iteration 66Q: 3 clusters Score -7382864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 56917 members 
Entering Unmasked Estep 
Score: -7382868.000000 Penalty: 5446.911133
	Iteration 67Q: 3 clusters Score -7382868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -7382862.000000 Penalty: 5446.911133
	Iteration 68Q: 3 clusters Score -7382862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 56942 members 
Entering Unmasked Estep 
Score: -7382871.500000 Penalty: 5446.911133
	Iteration 69Q: 3 clusters Score -7382872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 56947 members 
Entering Unmasked Estep 
Score: -7382874.500000 Penalty: 5446.911133
	Iteration 70Q: 3 clusters Score -7382874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -7382872.500000 Penalty: 5446.911133
	Iteration 71Q: 3 clusters Score -7382872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -7382891.000000 Penalty: 5446.911133
	Iteration 72Q: 3 clusters Score -7382891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 56977 members 
Entering Unmasked Estep 
Score: -7382888.000000 Penalty: 5446.911133
	Iteration 73Q: 3 clusters Score -7382888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 56985 members 
Entering Unmasked Estep 
Score: -7382886.000000 Penalty: 5446.911133
	Iteration 74Q: 3 clusters Score -7382886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 56995 members 
Entering Unmasked Estep 
Score: -7382894.500000 Penalty: 5446.911133
	Iteration 75Q: 3 clusters Score -7382894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 57004 members 
Entering Unmasked Estep 
Score: -7382905.500000 Penalty: 5446.911133
	Iteration 76Q: 3 clusters Score -7382906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -7382905.500000 Penalty: 5446.911133
	Iteration 77Q: 3 clusters Score -7382906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -7382890.500000 Penalty: 5446.911133
	Iteration 78Q: 3 clusters Score -7382890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 57017 members 
Entering Unmasked Estep 
Score: -7382892.500000 Penalty: 5446.911133
	Iteration 79Q: 3 clusters Score -7382892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 57018 members 
Entering Unmasked Estep 
Score: -7382898.000000 Penalty: 5446.911133
	Iteration 80F: 3 clusters Score -7382898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -7382892.500000 Penalty: 5446.911133
	Iteration 81Q: 3 clusters Score -7382892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 57020 members 
Entering Unmasked Estep 
Score: -7382885.500000 Penalty: 5446.911133
	Iteration 82Q: 3 clusters Score -7382886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -7382885.000000 Penalty: 5446.911133
	Iteration 83Q: 3 clusters Score -7382885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 57018 members 
Entering Unmasked Estep 
Score: -7382887.000000 Penalty: 5446.911133
	Iteration 84Q: 3 clusters Score -7382887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 57018 members 
Entering Unmasked Estep 
Score: -7382887.000000 Penalty: 5446.911133
	Iteration 85F: 3 clusters Score -7382887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Entering Unmasked Estep 
Score: -2458742.500000 Penalty: 2457.917969
	Iteration 0F: 2 clusters Score -2458742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2444589.500000 Penalty: 4915.835938
	Iteration 0F: 3 clusters Score -2444590 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2449449.500000 Penalty: 4915.835938
	Iteration 1F: 3 clusters Score -2449450 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2449970.750000 Penalty: 4915.835938
	Iteration 2F: 3 clusters Score -2449971 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2450489.000000 Penalty: 4915.835938
	Iteration 3F: 3 clusters Score -2450489 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2451008.000000 Penalty: 4915.835938
	Iteration 4F: 3 clusters Score -2451008 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2451580.000000 Penalty: 4915.835938
	Iteration 5F: 3 clusters Score -2451580 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2452263.000000 Penalty: 4915.835938
	Iteration 6F: 3 clusters Score -2452263 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2453026.000000 Penalty: 4915.835938
	Iteration 7F: 3 clusters Score -2453026 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2453849.750000 Penalty: 4915.835938
	Iteration 8F: 3 clusters Score -2453850 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2454668.250000 Penalty: 4915.835938
	Iteration 9Q: 3 clusters Score -2454668 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2455333.000000 Penalty: 4915.835938
	Iteration 10Q: 3 clusters Score -2455333 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2455777.500000 Penalty: 4915.835938
	Iteration 11Q: 3 clusters Score -2455778 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2456113.750000 Penalty: 4915.835938
	Iteration 12Q: 3 clusters Score -2456114 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2456289.750000 Penalty: 4915.835938
	Iteration 13Q: 3 clusters Score -2456290 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2456397.500000 Penalty: 4915.835938
	Iteration 14Q: 3 clusters Score -2456398 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2456476.500000 Penalty: 4915.835938
	Iteration 15Q: 3 clusters Score -2456476 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2456536.250000 Penalty: 4915.835938
	Iteration 16Q: 3 clusters Score -2456536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2456572.250000 Penalty: 4915.835938
	Iteration 17Q: 3 clusters Score -2456572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2456593.250000 Penalty: 4915.835938
	Iteration 18Q: 3 clusters Score -2456593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2456610.750000 Penalty: 4915.835938
	Iteration 19Q: 3 clusters Score -2456611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2456629.250000 Penalty: 4915.835938
	Iteration 20F: 3 clusters Score -2456629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2456644.250000 Penalty: 4915.835938
	Iteration 21Q: 3 clusters Score -2456644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2456654.750000 Penalty: 4915.835938
	Iteration 22Q: 3 clusters Score -2456655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2456653.500000 Penalty: 4915.835938
	Iteration 23Q: 3 clusters Score -2456654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2456658.000000 Penalty: 4915.835938
	Iteration 24Q: 3 clusters Score -2456658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2456659.500000 Penalty: 4915.835938
	Iteration 25Q: 3 clusters Score -2456660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2456664.750000 Penalty: 4915.835938
	Iteration 26Q: 3 clusters Score -2456665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2456670.750000 Penalty: 4915.835938
	Iteration 27Q: 3 clusters Score -2456671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2456671.500000 Penalty: 4915.835938
	Iteration 28Q: 3 clusters Score -2456672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2456672.750000 Penalty: 4915.835938
	Iteration 29Q: 3 clusters Score -2456673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -2456674.000000 Penalty: 4915.835938
	Iteration 30Q: 3 clusters Score -2456674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2456672.500000 Penalty: 4915.835938
	Iteration 31Q: 3 clusters Score -2456672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2456672.750000 Penalty: 4915.835938
	Iteration 32Q: 3 clusters Score -2456673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2456672.750000 Penalty: 4915.835938
	Iteration 33F: 3 clusters Score -2456673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Entering Unmasked Estep 
Score: -2721197.500000 Penalty: 2485.253174
	Iteration 0F: 2 clusters Score -2721198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2705487.000000 Penalty: 4970.506348
	Iteration 0F: 3 clusters Score -2705487 nChanged 10029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2711011.000000 Penalty: 4970.506348
	Iteration 1F: 3 clusters Score -2711011 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2711570.500000 Penalty: 4970.506348
	Iteration 2F: 3 clusters Score -2711570 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2712090.250000 Penalty: 4970.506348
	Iteration 3F: 3 clusters Score -2712090 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2712605.250000 Penalty: 4970.506348
	Iteration 4Q: 3 clusters Score -2712605 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2713158.750000 Penalty: 4970.506348
	Iteration 5F: 3 clusters Score -2713159 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2713775.750000 Penalty: 4970.506348
	Iteration 6F: 3 clusters Score -2713776 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2714459.500000 Penalty: 4970.506348
	Iteration 7F: 3 clusters Score -2714460 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2715228.500000 Penalty: 4970.506348
	Iteration 8F: 3 clusters Score -2715228 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2716038.250000 Penalty: 4970.506348
	Iteration 9F: 3 clusters Score -2716038 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2716739.500000 Penalty: 4970.506348
	Iteration 10Q: 3 clusters Score -2716740 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2717287.750000 Penalty: 4970.506348
	Iteration 11Q: 3 clusters Score -2717288 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2717602.750000 Penalty: 4970.506348
	Iteration 12Q: 3 clusters Score -2717603 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2717837.000000 Penalty: 4970.506348
	Iteration 13Q: 3 clusters Score -2717837 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2718012.750000 Penalty: 4970.506348
	Iteration 14Q: 3 clusters Score -2718013 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2718154.000000 Penalty: 4970.506348
	Iteration 15Q: 3 clusters Score -2718154 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2718281.500000 Penalty: 4970.506348
	Iteration 16Q: 3 clusters Score -2718282 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2718419.250000 Penalty: 4970.506348
	Iteration 17Q: 3 clusters Score -2718419 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -2718548.500000 Penalty: 4970.506348
	Iteration 18Q: 3 clusters Score -2718548 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2718658.000000 Penalty: 4970.506348
	Iteration 19Q: 3 clusters Score -2718658 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2718767.000000 Penalty: 4970.506348
	Iteration 20F: 3 clusters Score -2718767 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2718881.750000 Penalty: 4970.506348
	Iteration 21Q: 3 clusters Score -2718882 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -2718980.750000 Penalty: 4970.506348
	Iteration 22Q: 3 clusters Score -2718981 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2719034.250000 Penalty: 4970.506348
	Iteration 23Q: 3 clusters Score -2719034 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2719102.250000 Penalty: 4970.506348
	Iteration 24Q: 3 clusters Score -2719102 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2719183.000000 Penalty: 4970.506348
	Iteration 25Q: 3 clusters Score -2719183 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -2719248.750000 Penalty: 4970.506348
	Iteration 26Q: 3 clusters Score -2719249 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2719331.750000 Penalty: 4970.506348
	Iteration 27Q: 3 clusters Score -2719332 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2719419.500000 Penalty: 4970.506348
	Iteration 28Q: 3 clusters Score -2719420 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -2719469.250000 Penalty: 4970.506348
	Iteration 29Q: 3 clusters Score -2719469 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -2719511.250000 Penalty: 4970.506348
	Iteration 30Q: 3 clusters Score -2719511 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2719561.750000 Penalty: 4970.506348
	Iteration 31Q: 3 clusters Score -2719562 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2719601.250000 Penalty: 4970.506348
	Iteration 32Q: 3 clusters Score -2719601 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -2719656.250000 Penalty: 4970.506348
	Iteration 33Q: 3 clusters Score -2719656 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2719686.000000 Penalty: 4970.506348
	Iteration 34Q: 3 clusters Score -2719686 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2719705.250000 Penalty: 4970.506348
	Iteration 35Q: 3 clusters Score -2719705 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2719727.000000 Penalty: 4970.506348
	Iteration 36Q: 3 clusters Score -2719727 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2719753.250000 Penalty: 4970.506348
	Iteration 37Q: 3 clusters Score -2719753 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2719765.000000 Penalty: 4970.506348
	Iteration 38Q: 3 clusters Score -2719765 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2719780.750000 Penalty: 4970.506348
	Iteration 39Q: 3 clusters Score -2719781 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2719798.250000 Penalty: 4970.506348
	Iteration 40F: 3 clusters Score -2719798 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -2719806.250000 Penalty: 4970.506348
	Iteration 41Q: 3 clusters Score -2719806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2719810.500000 Penalty: 4970.506348
	Iteration 42Q: 3 clusters Score -2719810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2719820.250000 Penalty: 4970.506348
	Iteration 43Q: 3 clusters Score -2719820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2719821.750000 Penalty: 4970.506348
	Iteration 44Q: 3 clusters Score -2719822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2719826.000000 Penalty: 4970.506348
	Iteration 45Q: 3 clusters Score -2719826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -2719833.000000 Penalty: 4970.506348
	Iteration 46Q: 3 clusters Score -2719833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -2719837.750000 Penalty: 4970.506348
	Iteration 47Q: 3 clusters Score -2719838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2719840.500000 Penalty: 4970.506348
	Iteration 48Q: 3 clusters Score -2719840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2719852.500000 Penalty: 4970.506348
	Iteration 49Q: 3 clusters Score -2719852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -2719857.000000 Penalty: 4970.506348
	Iteration 50Q: 3 clusters Score -2719857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -2719862.500000 Penalty: 4970.506348
	Iteration 51Q: 3 clusters Score -2719862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2719863.000000 Penalty: 4970.506348
	Iteration 52Q: 3 clusters Score -2719863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2719860.500000 Penalty: 4970.506348
	Iteration 53Q: 3 clusters Score -2719860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -2719859.500000 Penalty: 4970.506348
	Iteration 54Q: 3 clusters Score -2719860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -2719861.250000 Penalty: 4970.506348
	Iteration 55Q: 3 clusters Score -2719861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2719861.750000 Penalty: 4970.506348
	Iteration 56Q: 3 clusters Score -2719862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -2719862.750000 Penalty: 4970.506348
	Iteration 57Q: 3 clusters Score -2719863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2719863.500000 Penalty: 4970.506348
	Iteration 58Q: 3 clusters Score -2719864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2719864.500000 Penalty: 4970.506348
	Iteration 59Q: 3 clusters Score -2719864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -2719864.000000 Penalty: 4970.506348
	Iteration 60F: 3 clusters Score -2719864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Entering Unmasked Estep 
Score: -3185292.000000 Penalty: 2544.846191
	Iteration 0F: 2 clusters Score -3185292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -3165679.250000 Penalty: 5089.692383
	Iteration 0F: 3 clusters Score -3165679 nChanged 12778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -3172557.000000 Penalty: 5089.692383
	Iteration 1F: 3 clusters Score -3172557 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3173266.000000 Penalty: 5089.692383
	Iteration 2F: 3 clusters Score -3173266 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -3174052.250000 Penalty: 5089.692383
	Iteration 3F: 3 clusters Score -3174052 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -3174969.000000 Penalty: 5089.692383
	Iteration 4F: 3 clusters Score -3174969 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -3176071.750000 Penalty: 5089.692383
	Iteration 5F: 3 clusters Score -3176072 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -3177352.000000 Penalty: 5089.692383
	Iteration 6F: 3 clusters Score -3177352 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3178568.750000 Penalty: 5089.692383
	Iteration 7F: 3 clusters Score -3178569 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -3179571.500000 Penalty: 5089.692383
	Iteration 8F: 3 clusters Score -3179572 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -3180365.250000 Penalty: 5089.692383
	Iteration 9Q: 3 clusters Score -3180365 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -3180993.250000 Penalty: 5089.692383
	Iteration 10Q: 3 clusters Score -3180993 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -3181466.750000 Penalty: 5089.692383
	Iteration 11Q: 3 clusters Score -3181467 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -3181839.750000 Penalty: 5089.692383
	Iteration 12Q: 3 clusters Score -3181840 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -3182142.250000 Penalty: 5089.692383
	Iteration 13Q: 3 clusters Score -3182142 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -3182409.750000 Penalty: 5089.692383
	Iteration 14Q: 3 clusters Score -3182410 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -3182642.000000 Penalty: 5089.692383
	Iteration 15Q: 3 clusters Score -3182642 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -3182840.750000 Penalty: 5089.692383
	Iteration 16Q: 3 clusters Score -3182841 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -3183046.000000 Penalty: 5089.692383
	Iteration 17Q: 3 clusters Score -3183046 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -3183197.000000 Penalty: 5089.692383
	Iteration 18Q: 3 clusters Score -3183197 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -3183296.500000 Penalty: 5089.692383
	Iteration 19Q: 3 clusters Score -3183296 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -3183389.750000 Penalty: 5089.692383
	Iteration 20F: 3 clusters Score -3183390 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -3183485.500000 Penalty: 5089.692383
	Iteration 21Q: 3 clusters Score -3183486 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -3183566.000000 Penalty: 5089.692383
	Iteration 22Q: 3 clusters Score -3183566 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3183636.750000 Penalty: 5089.692383
	Iteration 23Q: 3 clusters Score -3183637 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -3183694.000000 Penalty: 5089.692383
	Iteration 24Q: 3 clusters Score -3183694 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3183749.500000 Penalty: 5089.692383
	Iteration 25Q: 3 clusters Score -3183750 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3183794.250000 Penalty: 5089.692383
	Iteration 26Q: 3 clusters Score -3183794 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3183844.250000 Penalty: 5089.692383
	Iteration 27Q: 3 clusters Score -3183844 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -3183871.000000 Penalty: 5089.692383
	Iteration 28Q: 3 clusters Score -3183871 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -3183912.250000 Penalty: 5089.692383
	Iteration 29Q: 3 clusters Score -3183912 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3183944.500000 Penalty: 5089.692383
	Iteration 30Q: 3 clusters Score -3183944 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3183972.250000 Penalty: 5089.692383
	Iteration 31Q: 3 clusters Score -3183972 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3183990.750000 Penalty: 5089.692383
	Iteration 32Q: 3 clusters Score -3183991 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3184011.500000 Penalty: 5089.692383
	Iteration 33Q: 3 clusters Score -3184012 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3184021.500000 Penalty: 5089.692383
	Iteration 34Q: 3 clusters Score -3184022 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3184035.000000 Penalty: 5089.692383
	Iteration 35Q: 3 clusters Score -3184035 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3184047.750000 Penalty: 5089.692383
	Iteration 36Q: 3 clusters Score -3184048 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3184060.250000 Penalty: 5089.692383
	Iteration 37Q: 3 clusters Score -3184060 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3184073.500000 Penalty: 5089.692383
	Iteration 38Q: 3 clusters Score -3184074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3184068.000000 Penalty: 5089.692383
	Iteration 39Q: 3 clusters Score -3184068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3184074.250000 Penalty: 5089.692383
	Iteration 40F: 3 clusters Score -3184074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3184075.250000 Penalty: 5089.692383
	Iteration 41Q: 3 clusters Score -3184075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3184079.750000 Penalty: 5089.692383
	Iteration 42Q: 3 clusters Score -3184080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3184093.750000 Penalty: 5089.692383
	Iteration 43Q: 3 clusters Score -3184094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3184092.000000 Penalty: 5089.692383
	Iteration 44Q: 3 clusters Score -3184092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3184093.250000 Penalty: 5089.692383
	Iteration 45Q: 3 clusters Score -3184093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3184098.500000 Penalty: 5089.692383
	Iteration 46Q: 3 clusters Score -3184098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3184098.000000 Penalty: 5089.692383
	Iteration 47Q: 3 clusters Score -3184098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3184100.750000 Penalty: 5089.692383
	Iteration 48Q: 3 clusters Score -3184101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3184102.750000 Penalty: 5089.692383
	Iteration 49Q: 3 clusters Score -3184103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3184100.500000 Penalty: 5089.692383
	Iteration 50Q: 3 clusters Score -3184100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3184103.500000 Penalty: 5089.692383
	Iteration 51Q: 3 clusters Score -3184104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3184105.000000 Penalty: 5089.692383
	Iteration 52Q: 3 clusters Score -3184105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3184105.000000 Penalty: 5089.692383
	Iteration 53F: 3 clusters Score -3184105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (52504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Entering Unmasked Estep 
Score: -6641561.000000 Penalty: 2695.423828
	Iteration 0F: 2 clusters Score -6641561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -6606313.000000 Penalty: 5390.847656
	Iteration 0F: 3 clusters Score -6606313 nChanged 24440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -6620675.500000 Penalty: 5390.847656
	Iteration 1F: 3 clusters Score -6620676 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -6622139.000000 Penalty: 5390.847656
	Iteration 2F: 3 clusters Score -6622139 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -6624325.500000 Penalty: 5390.847656
	Iteration 3F: 3 clusters Score -6624326 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -6627225.500000 Penalty: 5390.847656
	Iteration 4F: 3 clusters Score -6627226 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -6630375.500000 Penalty: 5390.847656
	Iteration 5F: 3 clusters Score -6630376 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -6632967.500000 Penalty: 5390.847656
	Iteration 6F: 3 clusters Score -6632968 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -6634969.000000 Penalty: 5390.847656
	Iteration 7Q: 3 clusters Score -6634969 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -6636112.500000 Penalty: 5390.847656
	Iteration 8Q: 3 clusters Score -6636112 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -6636801.500000 Penalty: 5390.847656
	Iteration 9Q: 3 clusters Score -6636802 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -6637252.500000 Penalty: 5390.847656
	Iteration 10Q: 3 clusters Score -6637252 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -6637589.500000 Penalty: 5390.847656
	Iteration 11Q: 3 clusters Score -6637590 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -6637817.000000 Penalty: 5390.847656
	Iteration 12Q: 3 clusters Score -6637817 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -6638018.000000 Penalty: 5390.847656
	Iteration 13Q: 3 clusters Score -6638018 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -6638186.000000 Penalty: 5390.847656
	Iteration 14Q: 3 clusters Score -6638186 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -6638342.500000 Penalty: 5390.847656
	Iteration 15Q: 3 clusters Score -6638342 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -6638481.500000 Penalty: 5390.847656
	Iteration 16Q: 3 clusters Score -6638482 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -6638567.500000 Penalty: 5390.847656
	Iteration 17Q: 3 clusters Score -6638568 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -6638689.500000 Penalty: 5390.847656
	Iteration 18Q: 3 clusters Score -6638690 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -6638759.000000 Penalty: 5390.847656
	Iteration 19Q: 3 clusters Score -6638759 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -6638875.000000 Penalty: 5390.847656
	Iteration 20F: 3 clusters Score -6638875 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -6638955.500000 Penalty: 5390.847656
	Iteration 21Q: 3 clusters Score -6638956 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -6639017.500000 Penalty: 5390.847656
	Iteration 22Q: 3 clusters Score -6639018 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -6639086.000000 Penalty: 5390.847656
	Iteration 23Q: 3 clusters Score -6639086 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -6639112.500000 Penalty: 5390.847656
	Iteration 24Q: 3 clusters Score -6639112 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -6639150.500000 Penalty: 5390.847656
	Iteration 25Q: 3 clusters Score -6639150 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -6639178.000000 Penalty: 5390.847656
	Iteration 26Q: 3 clusters Score -6639178 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -6639206.000000 Penalty: 5390.847656
	Iteration 27Q: 3 clusters Score -6639206 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49295 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -6639218.000000 Penalty: 5390.847656
	Iteration 28Q: 3 clusters Score -6639218 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -6639249.500000 Penalty: 5390.847656
	Iteration 29Q: 3 clusters Score -6639250 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -6639251.500000 Penalty: 5390.847656
	Iteration 30Q: 3 clusters Score -6639252 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -6639268.500000 Penalty: 5390.847656
	Iteration 31Q: 3 clusters Score -6639268 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -6639304.500000 Penalty: 5390.847656
	Iteration 32Q: 3 clusters Score -6639304 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -6639313.000000 Penalty: 5390.847656
	Iteration 33Q: 3 clusters Score -6639313 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -6639337.500000 Penalty: 5390.847656
	Iteration 34Q: 3 clusters Score -6639338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -6639346.000000 Penalty: 5390.847656
	Iteration 35Q: 3 clusters Score -6639346 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -6639366.500000 Penalty: 5390.847656
	Iteration 36Q: 3 clusters Score -6639366 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -6639377.500000 Penalty: 5390.847656
	Iteration 37Q: 3 clusters Score -6639378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -6639381.000000 Penalty: 5390.847656
	Iteration 38Q: 3 clusters Score -6639381 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -6639400.000000 Penalty: 5390.847656
	Iteration 39Q: 3 clusters Score -6639400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -6639405.500000 Penalty: 5390.847656
	Iteration 40F: 3 clusters Score -6639406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -6639417.000000 Penalty: 5390.847656
	Iteration 41Q: 3 clusters Score -6639417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -6639423.000000 Penalty: 5390.847656
	Iteration 42Q: 3 clusters Score -6639423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -6639420.500000 Penalty: 5390.847656
	Iteration 43Q: 3 clusters Score -6639420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -6639427.500000 Penalty: 5390.847656
	Iteration 44Q: 3 clusters Score -6639428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -6639425.500000 Penalty: 5390.847656
	Iteration 45Q: 3 clusters Score -6639426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -6639421.500000 Penalty: 5390.847656
	Iteration 46Q: 3 clusters Score -6639422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50151 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -6639423.000000 Penalty: 5390.847656
	Iteration 47Q: 3 clusters Score -6639423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -6639417.000000 Penalty: 5390.847656
	Iteration 48Q: 3 clusters Score -6639417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -6639405.000000 Penalty: 5390.847656
	Iteration 49Q: 3 clusters Score -6639405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -6639413.000000 Penalty: 5390.847656
	Iteration 50Q: 3 clusters Score -6639413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -6639410.000000 Penalty: 5390.847656
	Iteration 51Q: 3 clusters Score -6639410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -6639408.500000 Penalty: 5390.847656
	Iteration 52Q: 3 clusters Score -6639408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -6639415.000000 Penalty: 5390.847656
	Iteration 53Q: 3 clusters Score -6639415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -6639415.000000 Penalty: 5390.847656
	Iteration 54F: 3 clusters Score -6639415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Entering Unmasked Estep 
Score: -214447.609375 Penalty: 1871.780396
	Iteration 0F: 2 clusters Score -214447.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -211889.703125 Penalty: 3743.560791
	Iteration 0F: 3 clusters Score -211889.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -212366.500000 Penalty: 3743.560791
	Iteration 1F: 3 clusters Score -212366.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -212580.562500 Penalty: 3743.560791
	Iteration 2F: 3 clusters Score -212580.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -212744.015625 Penalty: 3743.560791
	Iteration 3F: 3 clusters Score -212744 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -212861.640625 Penalty: 3743.560791
	Iteration 4Q: 3 clusters Score -212861.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -212952.015625 Penalty: 3743.560791
	Iteration 5Q: 3 clusters Score -212952 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -213011.765625 Penalty: 3743.560791
	Iteration 6Q: 3 clusters Score -213011.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -213069.390625 Penalty: 3743.560791
	Iteration 7Q: 3 clusters Score -213069.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -213142.875000 Penalty: 3743.560791
	Iteration 8Q: 3 clusters Score -213142.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -213261.765625 Penalty: 3743.560791
	Iteration 9Q: 3 clusters Score -213261.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -213436.000000 Penalty: 3743.560791
	Iteration 10Q: 3 clusters Score -213436 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -213553.437500 Penalty: 3743.560791
	Iteration 11Q: 3 clusters Score -213553.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -213596.546875 Penalty: 3743.560791
	Iteration 12Q: 3 clusters Score -213596.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -213633.859375 Penalty: 3743.560791
	Iteration 13Q: 3 clusters Score -213633.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -213656.812500 Penalty: 3743.560791
	Iteration 14Q: 3 clusters Score -213656.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -213676.093750 Penalty: 3743.560791
	Iteration 15Q: 3 clusters Score -213676.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -213705.125000 Penalty: 3743.560791
	Iteration 16Q: 3 clusters Score -213705.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -213730.781250 Penalty: 3743.560791
	Iteration 17Q: 3 clusters Score -213730.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -213762.078125 Penalty: 3743.560791
	Iteration 18Q: 3 clusters Score -213762.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -213777.062500 Penalty: 3743.560791
	Iteration 19Q: 3 clusters Score -213777.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -213794.203125 Penalty: 3743.560791
	Iteration 20F: 3 clusters Score -213794.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -213811.078125 Penalty: 3743.560791
	Iteration 21Q: 3 clusters Score -213811.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -213836.703125 Penalty: 3743.560791
	Iteration 22Q: 3 clusters Score -213836.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -213851.343750 Penalty: 3743.560791
	Iteration 23Q: 3 clusters Score -213851.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -213861.828125 Penalty: 3743.560791
	Iteration 24Q: 3 clusters Score -213861.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -213868.437500 Penalty: 3743.560791
	Iteration 25Q: 3 clusters Score -213868.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -213876.093750 Penalty: 3743.560791
	Iteration 26Q: 3 clusters Score -213876.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -213880.234375 Penalty: 3743.560791
	Iteration 27Q: 3 clusters Score -213880.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -213880.546875 Penalty: 3743.560791
	Iteration 28Q: 3 clusters Score -213880.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -213880.546875 Penalty: 3743.560791
	Iteration 29F: 3 clusters Score -213880.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (110235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110235 members 
Entering Unmasked Estep 
Score: -13853563.000000 Penalty: 2879.371582
	Iteration 0F: 2 clusters Score -1.385356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 55269 members 
Entering Unmasked Estep 
Score: -13780207.000000 Penalty: 5758.743164
	Iteration 0F: 3 clusters Score -1.378021e+07 nChanged 52007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 57622 members 
Entering Unmasked Estep 
Score: -13809961.000000 Penalty: 5758.743164
	Iteration 1F: 3 clusters Score -1.380996e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 59260 members 
Entering Unmasked Estep 
Score: -13811082.000000 Penalty: 5758.743164
	Iteration 2Q: 3 clusters Score -1.381108e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 61731 members 
Entering Unmasked Estep 
Score: -13812552.000000 Penalty: 5758.743164
	Iteration 3Q: 3 clusters Score -1.381255e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 65494 members 
Entering Unmasked Estep 
Score: -13814933.000000 Penalty: 5758.743164
	Iteration 4Q: 3 clusters Score -1.381493e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 70996 members 
Entering Unmasked Estep 
Score: -13818500.000000 Penalty: 5758.743164
	Iteration 5F: 3 clusters Score -1.38185e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 78141 members 
Entering Unmasked Estep 
Score: -13824336.000000 Penalty: 5758.743164
	Iteration 6F: 3 clusters Score -1.382434e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 86279 members 
Entering Unmasked Estep 
Score: -13831893.000000 Penalty: 5758.743164
	Iteration 7F: 3 clusters Score -1.383189e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 93688 members 
Entering Unmasked Estep 
Score: -13839218.000000 Penalty: 5758.743164
	Iteration 8F: 3 clusters Score -1.383922e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 99054 members 
Entering Unmasked Estep 
Score: -13844617.000000 Penalty: 5758.743164
	Iteration 9F: 3 clusters Score -1.384462e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 102235 members 
Entering Unmasked Estep 
Score: -13847741.000000 Penalty: 5758.743164
	Iteration 10Q: 3 clusters Score -1.384774e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 104043 members 
Entering Unmasked Estep 
Score: -13849603.000000 Penalty: 5758.743164
	Iteration 11Q: 3 clusters Score -1.38496e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 105065 members 
Entering Unmasked Estep 
Score: -13850561.000000 Penalty: 5758.743164
	Iteration 12Q: 3 clusters Score -1.385056e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 105647 members 
Entering Unmasked Estep 
Score: -13851094.000000 Penalty: 5758.743164
	Iteration 13Q: 3 clusters Score -1.385109e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 106030 members 
Entering Unmasked Estep 
Score: -13851347.000000 Penalty: 5758.743164
	Iteration 14Q: 3 clusters Score -1.385135e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 106299 members 
Entering Unmasked Estep 
Score: -13851498.000000 Penalty: 5758.743164
	Iteration 15Q: 3 clusters Score -1.38515e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 106496 members 
Entering Unmasked Estep 
Score: -13851577.000000 Penalty: 5758.743164
	Iteration 16Q: 3 clusters Score -1.385158e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 106655 members 
Entering Unmasked Estep 
Score: -13851661.000000 Penalty: 5758.743164
	Iteration 17Q: 3 clusters Score -1.385166e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 106775 members 
Entering Unmasked Estep 
Score: -13851712.000000 Penalty: 5758.743164
	Iteration 18Q: 3 clusters Score -1.385171e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 106862 members 
Entering Unmasked Estep 
Score: -13851719.000000 Penalty: 5758.743164
	Iteration 19Q: 3 clusters Score -1.385172e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 106940 members 
Entering Unmasked Estep 
Score: -13851715.000000 Penalty: 5758.743164
	Iteration 20F: 3 clusters Score -1.385172e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 107012 members 
Entering Unmasked Estep 
Score: -13851703.000000 Penalty: 5758.743164
	Iteration 21Q: 3 clusters Score -1.38517e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 107082 members 
Entering Unmasked Estep 
Score: -13851716.000000 Penalty: 5758.743164
	Iteration 22Q: 3 clusters Score -1.385172e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 107121 members 
Entering Unmasked Estep 
Score: -13851710.000000 Penalty: 5758.743164
	Iteration 23Q: 3 clusters Score -1.385171e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 107153 members 
Entering Unmasked Estep 
Score: -13851744.000000 Penalty: 5758.743164
	Iteration 24Q: 3 clusters Score -1.385174e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 107183 members 
Entering Unmasked Estep 
Score: -13851761.000000 Penalty: 5758.743164
	Iteration 25Q: 3 clusters Score -1.385176e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 107210 members 
Entering Unmasked Estep 
Score: -13851770.000000 Penalty: 5758.743164
	Iteration 26Q: 3 clusters Score -1.385177e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 107231 members 
Entering Unmasked Estep 
Score: -13851759.000000 Penalty: 5758.743164
	Iteration 27Q: 3 clusters Score -1.385176e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 107244 members 
Entering Unmasked Estep 
Score: -13851773.000000 Penalty: 5758.743164
	Iteration 28Q: 3 clusters Score -1.385177e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 107258 members 
Entering Unmasked Estep 
Score: -13851768.000000 Penalty: 5758.743164
	Iteration 29Q: 3 clusters Score -1.385177e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 107279 members 
Entering Unmasked Estep 
Score: -13851767.000000 Penalty: 5758.743164
	Iteration 30Q: 3 clusters Score -1.385177e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 107297 members 
Entering Unmasked Estep 
Score: -13851776.000000 Penalty: 5758.743164
	Iteration 31Q: 3 clusters Score -1.385178e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 107312 members 
Entering Unmasked Estep 
Score: -13851779.000000 Penalty: 5758.743164
	Iteration 32Q: 3 clusters Score -1.385178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 107328 members 
Entering Unmasked Estep 
Score: -13851769.000000 Penalty: 5758.743164
	Iteration 33Q: 3 clusters Score -1.385177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 107340 members 
Entering Unmasked Estep 
Score: -13851769.000000 Penalty: 5758.743164
	Iteration 34Q: 3 clusters Score -1.385177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 107350 members 
Entering Unmasked Estep 
Score: -13851771.000000 Penalty: 5758.743164
	Iteration 35Q: 3 clusters Score -1.385177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 107359 members 
Entering Unmasked Estep 
Score: -13851761.000000 Penalty: 5758.743164
	Iteration 36Q: 3 clusters Score -1.385176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 107366 members 
Entering Unmasked Estep 
Score: -13851777.000000 Penalty: 5758.743164
	Iteration 37Q: 3 clusters Score -1.385178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 107372 members 
Entering Unmasked Estep 
Score: -13851789.000000 Penalty: 5758.743164
	Iteration 38Q: 3 clusters Score -1.385179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 107377 members 
Entering Unmasked Estep 
Score: -13851790.000000 Penalty: 5758.743164
	Iteration 39Q: 3 clusters Score -1.385179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 107383 members 
Entering Unmasked Estep 
Score: -13851789.000000 Penalty: 5758.743164
	Iteration 40F: 3 clusters Score -1.385179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 107386 members 
Entering Unmasked Estep 
Score: -13851799.000000 Penalty: 5758.743164
	Iteration 41Q: 3 clusters Score -1.38518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 107389 members 
Entering Unmasked Estep 
Score: -13851796.000000 Penalty: 5758.743164
	Iteration 42Q: 3 clusters Score -1.38518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 107389 members 
Entering Unmasked Estep 
Score: -13851800.000000 Penalty: 5758.743164
	Iteration 43Q: 3 clusters Score -1.38518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 107391 members 
Entering Unmasked Estep 
Score: -13851798.000000 Penalty: 5758.743164
	Iteration 44Q: 3 clusters Score -1.38518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 107393 members 
Entering Unmasked Estep 
Score: -13851794.000000 Penalty: 5758.743164
	Iteration 45Q: 3 clusters Score -1.385179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 107395 members 
Entering Unmasked Estep 
Score: -13851802.000000 Penalty: 5758.743164
	Iteration 46Q: 3 clusters Score -1.38518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 107399 members 
Entering Unmasked Estep 
Score: -13851801.000000 Penalty: 5758.743164
	Iteration 47Q: 3 clusters Score -1.38518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 107403 members 
Entering Unmasked Estep 
Score: -13851806.000000 Penalty: 5758.743164
	Iteration 48Q: 3 clusters Score -1.385181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 107406 members 
Entering Unmasked Estep 
Score: -13851792.000000 Penalty: 5758.743164
	Iteration 49Q: 3 clusters Score -1.385179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 107408 members 
Entering Unmasked Estep 
Score: -13851795.000000 Penalty: 5758.743164
	Iteration 50Q: 3 clusters Score -1.38518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 107410 members 
Entering Unmasked Estep 
Score: -13851808.000000 Penalty: 5758.743164
	Iteration 51Q: 3 clusters Score -1.385181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 107412 members 
Entering Unmasked Estep 
Score: -13851805.000000 Penalty: 5758.743164
	Iteration 52Q: 3 clusters Score -1.38518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 107413 members 
Entering Unmasked Estep 
Score: -13851814.000000 Penalty: 5758.743164
	Iteration 53Q: 3 clusters Score -1.385181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 107414 members 
Entering Unmasked Estep 
Score: -13851814.000000 Penalty: 5758.743164
	Iteration 54Q: 3 clusters Score -1.385181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 107415 members 
Entering Unmasked Estep 
Score: -13851817.000000 Penalty: 5758.743164
	Iteration 55Q: 3 clusters Score -1.385182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 107416 members 
Entering Unmasked Estep 
Score: -13851812.000000 Penalty: 5758.743164
	Iteration 56Q: 3 clusters Score -1.385181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 107417 members 
Entering Unmasked Estep 
Score: -13851812.000000 Penalty: 5758.743164
	Iteration 57Q: 3 clusters Score -1.385181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 107418 members 
Entering Unmasked Estep 
Score: -13851817.000000 Penalty: 5758.743164
	Iteration 58Q: 3 clusters Score -1.385182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 107420 members 
Entering Unmasked Estep 
Score: -13851811.000000 Penalty: 5758.743164
	Iteration 59Q: 3 clusters Score -1.385181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 107422 members 
Entering Unmasked Estep 
Score: -13851814.000000 Penalty: 5758.743164
	Iteration 60F: 3 clusters Score -1.385181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 107425 members 
Entering Unmasked Estep 
Score: -13851806.000000 Penalty: 5758.743164
	Iteration 61Q: 3 clusters Score -1.385181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 107425 members 
Entering Unmasked Estep 
Score: -13851810.000000 Penalty: 5758.743164
	Iteration 62Q: 3 clusters Score -1.385181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 107425 members 
Entering Unmasked Estep 
Score: -13851810.000000 Penalty: 5758.743164
	Iteration 63F: 3 clusters Score -1.385181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Entering Unmasked Estep 
Score: -378212.000000 Penalty: 2049.242676
	Iteration 0F: 2 clusters Score -378212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -374437.687500 Penalty: 4098.485352
	Iteration 0F: 3 clusters Score -374437.7 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -375506.218750 Penalty: 4098.485352
	Iteration 1F: 3 clusters Score -375506.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -375895.312500 Penalty: 4098.485352
	Iteration 2F: 3 clusters Score -375895.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -376274.343750 Penalty: 4098.485352
	Iteration 3F: 3 clusters Score -376274.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -376621.500000 Penalty: 4098.485352
	Iteration 4F: 3 clusters Score -376621.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -376951.593750 Penalty: 4098.485352
	Iteration 5F: 3 clusters Score -376951.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -377222.000000 Penalty: 4098.485352
	Iteration 6F: 3 clusters Score -377222 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -377425.656250 Penalty: 4098.485352
	Iteration 7Q: 3 clusters Score -377425.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -377529.718750 Penalty: 4098.485352
	Iteration 8Q: 3 clusters Score -377529.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -377600.031250 Penalty: 4098.485352
	Iteration 9Q: 3 clusters Score -377600 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -377660.406250 Penalty: 4098.485352
	Iteration 10Q: 3 clusters Score -377660.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -377704.343750 Penalty: 4098.485352
	Iteration 11Q: 3 clusters Score -377704.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -377735.937500 Penalty: 4098.485352
	Iteration 12Q: 3 clusters Score -377735.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -377759.093750 Penalty: 4098.485352
	Iteration 13Q: 3 clusters Score -377759.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -377776.968750 Penalty: 4098.485352
	Iteration 14Q: 3 clusters Score -377777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -377785.406250 Penalty: 4098.485352
	Iteration 15Q: 3 clusters Score -377785.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -377790.375000 Penalty: 4098.485352
	Iteration 16Q: 3 clusters Score -377790.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -377795.375000 Penalty: 4098.485352
	Iteration 17Q: 3 clusters Score -377795.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -377799.281250 Penalty: 4098.485352
	Iteration 18Q: 3 clusters Score -377799.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -377804.593750 Penalty: 4098.485352
	Iteration 19Q: 3 clusters Score -377804.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -377814.281250 Penalty: 4098.485352
	Iteration 20F: 3 clusters Score -377814.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -377824.968750 Penalty: 4098.485352
	Iteration 21Q: 3 clusters Score -377825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -377831.718750 Penalty: 4098.485352
	Iteration 22Q: 3 clusters Score -377831.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -377838.781250 Penalty: 4098.485352
	Iteration 23Q: 3 clusters Score -377838.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -377846.843750 Penalty: 4098.485352
	Iteration 24Q: 3 clusters Score -377846.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -377853.093750 Penalty: 4098.485352
	Iteration 25Q: 3 clusters Score -377853.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -377860.437500 Penalty: 4098.485352
	Iteration 26Q: 3 clusters Score -377860.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -377867.031250 Penalty: 4098.485352
	Iteration 27Q: 3 clusters Score -377867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -377875.500000 Penalty: 4098.485352
	Iteration 28Q: 3 clusters Score -377875.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -377879.031250 Penalty: 4098.485352
	Iteration 29Q: 3 clusters Score -377879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -377882.750000 Penalty: 4098.485352
	Iteration 30Q: 3 clusters Score -377882.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -377885.718750 Penalty: 4098.485352
	Iteration 31Q: 3 clusters Score -377885.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -377887.031250 Penalty: 4098.485352
	Iteration 32Q: 3 clusters Score -377887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -377890.218750 Penalty: 4098.485352
	Iteration 33Q: 3 clusters Score -377890.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -377892.968750 Penalty: 4098.485352
	Iteration 34Q: 3 clusters Score -377893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -377894.500000 Penalty: 4098.485352
	Iteration 35Q: 3 clusters Score -377894.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -377895.312500 Penalty: 4098.485352
	Iteration 36Q: 3 clusters Score -377895.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -377895.312500 Penalty: 4098.485352
	Iteration 37F: 3 clusters Score -377895.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (191296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191296 members 
Entering Unmasked Estep 
Score: -23935164.000000 Penalty: 3016.071045
	Iteration 0F: 2 clusters Score -2.393516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95369 members 
Mstep: Class 2 contains 95927 members 
Entering Unmasked Estep 
Score: -23810024.000000 Penalty: 6032.142090
	Iteration 0F: 3 clusters Score -2.381002e+07 nChanged 91799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89724 members 
Mstep: Class 2 contains 101572 members 
Entering Unmasked Estep 
Score: -23864618.000000 Penalty: 6032.142090
	Iteration 1F: 3 clusters Score -2.386462e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85827 members 
Mstep: Class 2 contains 105469 members 
Entering Unmasked Estep 
Score: -23866694.000000 Penalty: 6032.142090
	Iteration 2Q: 3 clusters Score -2.386669e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79892 members 
Mstep: Class 2 contains 111404 members 
Entering Unmasked Estep 
Score: -23869756.000000 Penalty: 6032.142090
	Iteration 3Q: 3 clusters Score -2.386976e+07 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71219 members 
Mstep: Class 2 contains 120077 members 
Entering Unmasked Estep 
Score: -23874940.000000 Penalty: 6032.142090
	Iteration 4F: 3 clusters Score -2.387494e+07 nChanged 13237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 132126 members 
Entering Unmasked Estep 
Score: -23883908.000000 Penalty: 6032.142090
	Iteration 5F: 3 clusters Score -2.388391e+07 nChanged 15698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 146890 members 
Entering Unmasked Estep 
Score: -23897152.000000 Penalty: 6032.142090
	Iteration 6F: 3 clusters Score -2.389715e+07 nChanged 15445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 161675 members 
Entering Unmasked Estep 
Score: -23911844.000000 Penalty: 6032.142090
	Iteration 7F: 3 clusters Score -2.391184e+07 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 173099 members 
Entering Unmasked Estep 
Score: -23922814.000000 Penalty: 6032.142090
	Iteration 8F: 3 clusters Score -2.392281e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 179650 members 
Entering Unmasked Estep 
Score: -23928600.000000 Penalty: 6032.142090
	Iteration 9Q: 3 clusters Score -2.39286e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 182926 members 
Entering Unmasked Estep 
Score: -23931022.000000 Penalty: 6032.142090
	Iteration 10Q: 3 clusters Score -2.393102e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 184715 members 
Entering Unmasked Estep 
Score: -23932248.000000 Penalty: 6032.142090
	Iteration 11Q: 3 clusters Score -2.393225e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 185845 members 
Entering Unmasked Estep 
Score: -23932782.000000 Penalty: 6032.142090
	Iteration 12Q: 3 clusters Score -2.393278e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 186641 members 
Entering Unmasked Estep 
Score: -23933020.000000 Penalty: 6032.142090
	Iteration 13Q: 3 clusters Score -2.393302e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 187225 members 
Entering Unmasked Estep 
Score: -23933284.000000 Penalty: 6032.142090
	Iteration 14Q: 3 clusters Score -2.393328e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 187658 members 
Entering Unmasked Estep 
Score: -23933448.000000 Penalty: 6032.142090
	Iteration 15Q: 3 clusters Score -2.393345e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 187982 members 
Entering Unmasked Estep 
Score: -23933606.000000 Penalty: 6032.142090
	Iteration 16Q: 3 clusters Score -2.393361e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 188224 members 
Entering Unmasked Estep 
Score: -23933692.000000 Penalty: 6032.142090
	Iteration 17Q: 3 clusters Score -2.393369e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 188394 members 
Entering Unmasked Estep 
Score: -23933734.000000 Penalty: 6032.142090
	Iteration 18Q: 3 clusters Score -2.393373e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 188536 members 
Entering Unmasked Estep 
Score: -23933796.000000 Penalty: 6032.142090
	Iteration 19Q: 3 clusters Score -2.39338e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 188678 members 
Entering Unmasked Estep 
Score: -23933774.000000 Penalty: 6032.142090
	Iteration 20F: 3 clusters Score -2.393377e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 188800 members 
Entering Unmasked Estep 
Score: -23933764.000000 Penalty: 6032.142090
	Iteration 21Q: 3 clusters Score -2.393376e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 188880 members 
Entering Unmasked Estep 
Score: -23933752.000000 Penalty: 6032.142090
	Iteration 22Q: 3 clusters Score -2.393375e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 188937 members 
Entering Unmasked Estep 
Score: -23933808.000000 Penalty: 6032.142090
	Iteration 23Q: 3 clusters Score -2.393381e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 188986 members 
Entering Unmasked Estep 
Score: -23933792.000000 Penalty: 6032.142090
	Iteration 24Q: 3 clusters Score -2.393379e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 189035 members 
Entering Unmasked Estep 
Score: -23933826.000000 Penalty: 6032.142090
	Iteration 25Q: 3 clusters Score -2.393383e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 189079 members 
Entering Unmasked Estep 
Score: -23933826.000000 Penalty: 6032.142090
	Iteration 26Q: 3 clusters Score -2.393383e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 189121 members 
Entering Unmasked Estep 
Score: -23933798.000000 Penalty: 6032.142090
	Iteration 27Q: 3 clusters Score -2.39338e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 189159 members 
Entering Unmasked Estep 
Score: -23933768.000000 Penalty: 6032.142090
	Iteration 28Q: 3 clusters Score -2.393377e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 189187 members 
Entering Unmasked Estep 
Score: -23933788.000000 Penalty: 6032.142090
	Iteration 29Q: 3 clusters Score -2.393379e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 189205 members 
Entering Unmasked Estep 
Score: -23933780.000000 Penalty: 6032.142090
	Iteration 30Q: 3 clusters Score -2.393378e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 189223 members 
Entering Unmasked Estep 
Score: -23933810.000000 Penalty: 6032.142090
	Iteration 31Q: 3 clusters Score -2.393381e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 189244 members 
Entering Unmasked Estep 
Score: -23933824.000000 Penalty: 6032.142090
	Iteration 32Q: 3 clusters Score -2.393382e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 189265 members 
Entering Unmasked Estep 
Score: -23933816.000000 Penalty: 6032.142090
	Iteration 33Q: 3 clusters Score -2.393382e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 189280 members 
Entering Unmasked Estep 
Score: -23933806.000000 Penalty: 6032.142090
	Iteration 34Q: 3 clusters Score -2.393381e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 189290 members 
Entering Unmasked Estep 
Score: -23933800.000000 Penalty: 6032.142090
	Iteration 35Q: 3 clusters Score -2.39338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 189295 members 
Entering Unmasked Estep 
Score: -23933818.000000 Penalty: 6032.142090
	Iteration 36Q: 3 clusters Score -2.393382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 189298 members 
Entering Unmasked Estep 
Score: -23933808.000000 Penalty: 6032.142090
	Iteration 37Q: 3 clusters Score -2.393381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 189305 members 
Entering Unmasked Estep 
Score: -23933798.000000 Penalty: 6032.142090
	Iteration 38Q: 3 clusters Score -2.39338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 189312 members 
Entering Unmasked Estep 
Score: -23933794.000000 Penalty: 6032.142090
	Iteration 39Q: 3 clusters Score -2.393379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 189315 members 
Entering Unmasked Estep 
Score: -23933782.000000 Penalty: 6032.142090
	Iteration 40F: 3 clusters Score -2.393378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 189320 members 
Entering Unmasked Estep 
Score: -23933786.000000 Penalty: 6032.142090
	Iteration 41Q: 3 clusters Score -2.393379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 189328 members 
Entering Unmasked Estep 
Score: -23933808.000000 Penalty: 6032.142090
	Iteration 42Q: 3 clusters Score -2.393381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 189335 members 
Entering Unmasked Estep 
Score: -23933784.000000 Penalty: 6032.142090
	Iteration 43Q: 3 clusters Score -2.393378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 189343 members 
Entering Unmasked Estep 
Score: -23933810.000000 Penalty: 6032.142090
	Iteration 44Q: 3 clusters Score -2.393381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 189346 members 
Entering Unmasked Estep 
Score: -23933830.000000 Penalty: 6032.142090
	Iteration 45Q: 3 clusters Score -2.393383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 189346 members 
Entering Unmasked Estep 
Score: -23933802.000000 Penalty: 6032.142090
	Iteration 46Q: 3 clusters Score -2.39338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 189340 members 
Entering Unmasked Estep 
Score: -23933800.000000 Penalty: 6032.142090
	Iteration 47Q: 3 clusters Score -2.39338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 189343 members 
Entering Unmasked Estep 
Score: -23933776.000000 Penalty: 6032.142090
	Iteration 48Q: 3 clusters Score -2.393378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 189344 members 
Entering Unmasked Estep 
Score: -23933804.000000 Penalty: 6032.142090
	Iteration 49Q: 3 clusters Score -2.39338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 189343 members 
Entering Unmasked Estep 
Score: -23933820.000000 Penalty: 6032.142090
	Iteration 50Q: 3 clusters Score -2.393382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 189344 members 
Entering Unmasked Estep 
Score: -23933804.000000 Penalty: 6032.142090
	Iteration 51Q: 3 clusters Score -2.39338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 189341 members 
Entering Unmasked Estep 
Score: -23933814.000000 Penalty: 6032.142090
	Iteration 52Q: 3 clusters Score -2.393381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 189342 members 
Entering Unmasked Estep 
Score: -23933810.000000 Penalty: 6032.142090
	Iteration 53Q: 3 clusters Score -2.393381e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 189348 members 
Entering Unmasked Estep 
Score: -23933818.000000 Penalty: 6032.142090
	Iteration 54Q: 3 clusters Score -2.393382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 189352 members 
Entering Unmasked Estep 
Score: -23933822.000000 Penalty: 6032.142090
	Iteration 55Q: 3 clusters Score -2.393382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 189357 members 
Entering Unmasked Estep 
Score: -23933824.000000 Penalty: 6032.142090
	Iteration 56Q: 3 clusters Score -2.393382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 189363 members 
Entering Unmasked Estep 
Score: -23933830.000000 Penalty: 6032.142090
	Iteration 57Q: 3 clusters Score -2.393383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 189367 members 
Entering Unmasked Estep 
Score: -23933792.000000 Penalty: 6032.142090
	Iteration 58Q: 3 clusters Score -2.393379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 189371 members 
Entering Unmasked Estep 
Score: -23933786.000000 Penalty: 6032.142090
	Iteration 59Q: 3 clusters Score -2.393379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 189378 members 
Entering Unmasked Estep 
Score: -23933790.000000 Penalty: 6032.142090
	Iteration 60F: 3 clusters Score -2.393379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 189384 members 
Entering Unmasked Estep 
Score: -23933786.000000 Penalty: 6032.142090
	Iteration 61Q: 3 clusters Score -2.393379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 189387 members 
Entering Unmasked Estep 
Score: -23933788.000000 Penalty: 6032.142090
	Iteration 62Q: 3 clusters Score -2.393379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 189388 members 
Entering Unmasked Estep 
Score: -23933790.000000 Penalty: 6032.142090
	Iteration 63Q: 3 clusters Score -2.393379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 189390 members 
Entering Unmasked Estep 
Score: -23933802.000000 Penalty: 6032.142090
	Iteration 64Q: 3 clusters Score -2.39338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 189393 members 
Entering Unmasked Estep 
Score: -23933790.000000 Penalty: 6032.142090
	Iteration 65Q: 3 clusters Score -2.393379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 189395 members 
Entering Unmasked Estep 
Score: -23933794.000000 Penalty: 6032.142090
	Iteration 66Q: 3 clusters Score -2.393379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 189396 members 
Entering Unmasked Estep 
Score: -23933798.000000 Penalty: 6032.142090
	Iteration 67Q: 3 clusters Score -2.39338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 189398 members 
Entering Unmasked Estep 
Score: -23933784.000000 Penalty: 6032.142090
	Iteration 68Q: 3 clusters Score -2.393378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 189400 members 
Entering Unmasked Estep 
Score: -23933796.000000 Penalty: 6032.142090
	Iteration 69Q: 3 clusters Score -2.39338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 189402 members 
Entering Unmasked Estep 
Score: -23933796.000000 Penalty: 6032.142090
	Iteration 70Q: 3 clusters Score -2.39338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 189403 members 
Entering Unmasked Estep 
Score: -23933800.000000 Penalty: 6032.142090
	Iteration 71Q: 3 clusters Score -2.39338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 189404 members 
Entering Unmasked Estep 
Score: -23933798.000000 Penalty: 6032.142090
	Iteration 72Q: 3 clusters Score -2.39338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 189404 members 
Entering Unmasked Estep 
Score: -23933798.000000 Penalty: 6032.142090
	Iteration 73F: 3 clusters Score -2.39338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Entering Unmasked Estep 
Score: -2583779.000000 Penalty: 2463.467529
	Iteration 0F: 2 clusters Score -2583779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2569308.250000 Penalty: 4926.935059
	Iteration 0F: 3 clusters Score -2569308 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2574252.500000 Penalty: 4926.935059
	Iteration 1F: 3 clusters Score -2574252 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2574639.000000 Penalty: 4926.935059
	Iteration 2F: 3 clusters Score -2574639 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2574981.250000 Penalty: 4926.935059
	Iteration 3Q: 3 clusters Score -2574981 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2575300.250000 Penalty: 4926.935059
	Iteration 4Q: 3 clusters Score -2575300 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2575622.750000 Penalty: 4926.935059
	Iteration 5Q: 3 clusters Score -2575623 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2575950.500000 Penalty: 4926.935059
	Iteration 6Q: 3 clusters Score -2575950 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2576355.250000 Penalty: 4926.935059
	Iteration 7Q: 3 clusters Score -2576355 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2576850.250000 Penalty: 4926.935059
	Iteration 8Q: 3 clusters Score -2576850 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2577442.250000 Penalty: 4926.935059
	Iteration 9Q: 3 clusters Score -2577442 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2578185.250000 Penalty: 4926.935059
	Iteration 10F: 3 clusters Score -2578185 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2579064.250000 Penalty: 4926.935059
	Iteration 11F: 3 clusters Score -2579064 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2579902.250000 Penalty: 4926.935059
	Iteration 12Q: 3 clusters Score -2579902 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2580535.000000 Penalty: 4926.935059
	Iteration 13Q: 3 clusters Score -2580535 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2580997.250000 Penalty: 4926.935059
	Iteration 14Q: 3 clusters Score -2580997 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2581262.500000 Penalty: 4926.935059
	Iteration 15Q: 3 clusters Score -2581262 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2581385.750000 Penalty: 4926.935059
	Iteration 16Q: 3 clusters Score -2581386 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -2581457.250000 Penalty: 4926.935059
	Iteration 17Q: 3 clusters Score -2581457 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2581522.750000 Penalty: 4926.935059
	Iteration 18Q: 3 clusters Score -2581523 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -2581562.750000 Penalty: 4926.935059
	Iteration 19Q: 3 clusters Score -2581563 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -2581595.500000 Penalty: 4926.935059
	Iteration 20F: 3 clusters Score -2581596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2581624.000000 Penalty: 4926.935059
	Iteration 21Q: 3 clusters Score -2581624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2581637.750000 Penalty: 4926.935059
	Iteration 22Q: 3 clusters Score -2581638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2581644.750000 Penalty: 4926.935059
	Iteration 23Q: 3 clusters Score -2581645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2581648.000000 Penalty: 4926.935059
	Iteration 24Q: 3 clusters Score -2581648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2581651.000000 Penalty: 4926.935059
	Iteration 25Q: 3 clusters Score -2581651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2581653.000000 Penalty: 4926.935059
	Iteration 26Q: 3 clusters Score -2581653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -2581654.250000 Penalty: 4926.935059
	Iteration 27Q: 3 clusters Score -2581654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2581650.250000 Penalty: 4926.935059
	Iteration 28Q: 3 clusters Score -2581650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2581650.250000 Penalty: 4926.935059
	Iteration 29F: 3 clusters Score -2581650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Entering Unmasked Estep 
Score: -279968.312500 Penalty: 1951.801147
	Iteration 0F: 2 clusters Score -279968.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -276978.718750 Penalty: 3903.602295
	Iteration 0F: 3 clusters Score -276978.7 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -277579.843750 Penalty: 3903.602295
	Iteration 1F: 3 clusters Score -277579.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -277731.062500 Penalty: 3903.602295
	Iteration 2F: 3 clusters Score -277731.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -277835.437500 Penalty: 3903.602295
	Iteration 3Q: 3 clusters Score -277835.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -277899.656250 Penalty: 3903.602295
	Iteration 4Q: 3 clusters Score -277899.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -277943.750000 Penalty: 3903.602295
	Iteration 5Q: 3 clusters Score -277943.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -277974.031250 Penalty: 3903.602295
	Iteration 6Q: 3 clusters Score -277974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -277993.781250 Penalty: 3903.602295
	Iteration 7Q: 3 clusters Score -277993.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -278015.875000 Penalty: 3903.602295
	Iteration 8Q: 3 clusters Score -278015.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -278028.312500 Penalty: 3903.602295
	Iteration 9Q: 3 clusters Score -278028.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -278036.281250 Penalty: 3903.602295
	Iteration 10Q: 3 clusters Score -278036.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -278040.750000 Penalty: 3903.602295
	Iteration 11Q: 3 clusters Score -278040.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -278044.593750 Penalty: 3903.602295
	Iteration 12Q: 3 clusters Score -278044.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -278046.500000 Penalty: 3903.602295
	Iteration 13Q: 3 clusters Score -278046.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -278049.062500 Penalty: 3903.602295
	Iteration 14Q: 3 clusters Score -278049.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -278051.406250 Penalty: 3903.602295
	Iteration 15Q: 3 clusters Score -278051.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -278053.093750 Penalty: 3903.602295
	Iteration 16Q: 3 clusters Score -278053.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -278054.125000 Penalty: 3903.602295
	Iteration 17Q: 3 clusters Score -278054.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -278056.031250 Penalty: 3903.602295
	Iteration 18Q: 3 clusters Score -278056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -278058.468750 Penalty: 3903.602295
	Iteration 19Q: 3 clusters Score -278058.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -278060.718750 Penalty: 3903.602295
	Iteration 20F: 3 clusters Score -278060.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -278061.562500 Penalty: 3903.602295
	Iteration 21Q: 3 clusters Score -278061.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -278062.437500 Penalty: 3903.602295
	Iteration 22Q: 3 clusters Score -278062.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -278063.093750 Penalty: 3903.602295
	Iteration 23Q: 3 clusters Score -278063.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -278063.093750 Penalty: 3903.602295
	Iteration 24F: 3 clusters Score -278063.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Entering Unmasked Estep 
Score: -949872.937500 Penalty: 2230.585693
	Iteration 0F: 2 clusters Score -949872.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -943498.687500 Penalty: 4461.171387
	Iteration 0F: 3 clusters Score -943498.7 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -945915.062500 Penalty: 4461.171387
	Iteration 1F: 3 clusters Score -945915.1 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -946674.750000 Penalty: 4461.171387
	Iteration 2F: 3 clusters Score -946674.8 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -947231.875000 Penalty: 4461.171387
	Iteration 3F: 3 clusters Score -947231.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -947622.437500 Penalty: 4461.171387
	Iteration 4F: 3 clusters Score -947622.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -947878.812500 Penalty: 4461.171387
	Iteration 5F: 3 clusters Score -947878.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -948061.000000 Penalty: 4461.171387
	Iteration 6Q: 3 clusters Score -948061 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -948198.625000 Penalty: 4461.171387
	Iteration 7Q: 3 clusters Score -948198.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -948284.562500 Penalty: 4461.171387
	Iteration 8Q: 3 clusters Score -948284.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -948353.312500 Penalty: 4461.171387
	Iteration 9Q: 3 clusters Score -948353.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -948406.625000 Penalty: 4461.171387
	Iteration 10Q: 3 clusters Score -948406.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -948441.812500 Penalty: 4461.171387
	Iteration 11Q: 3 clusters Score -948441.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -948480.625000 Penalty: 4461.171387
	Iteration 12Q: 3 clusters Score -948480.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -948520.125000 Penalty: 4461.171387
	Iteration 13Q: 3 clusters Score -948520.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -948571.375000 Penalty: 4461.171387
	Iteration 14Q: 3 clusters Score -948571.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -948617.625000 Penalty: 4461.171387
	Iteration 15Q: 3 clusters Score -948617.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -948641.625000 Penalty: 4461.171387
	Iteration 16Q: 3 clusters Score -948641.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -948667.750000 Penalty: 4461.171387
	Iteration 17Q: 3 clusters Score -948667.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -948689.187500 Penalty: 4461.171387
	Iteration 18Q: 3 clusters Score -948689.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -948714.000000 Penalty: 4461.171387
	Iteration 19Q: 3 clusters Score -948714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -948730.562500 Penalty: 4461.171387
	Iteration 20F: 3 clusters Score -948730.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -948746.812500 Penalty: 4461.171387
	Iteration 21Q: 3 clusters Score -948746.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -948761.625000 Penalty: 4461.171387
	Iteration 22Q: 3 clusters Score -948761.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -948777.187500 Penalty: 4461.171387
	Iteration 23Q: 3 clusters Score -948777.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -948792.625000 Penalty: 4461.171387
	Iteration 24Q: 3 clusters Score -948792.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -948798.437500 Penalty: 4461.171387
	Iteration 25Q: 3 clusters Score -948798.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -948803.187500 Penalty: 4461.171387
	Iteration 26Q: 3 clusters Score -948803.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -948808.812500 Penalty: 4461.171387
	Iteration 27Q: 3 clusters Score -948808.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -948814.500000 Penalty: 4461.171387
	Iteration 28Q: 3 clusters Score -948814.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -948822.000000 Penalty: 4461.171387
	Iteration 29Q: 3 clusters Score -948822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -948828.375000 Penalty: 4461.171387
	Iteration 30Q: 3 clusters Score -948828.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -948838.687500 Penalty: 4461.171387
	Iteration 31Q: 3 clusters Score -948838.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -948849.437500 Penalty: 4461.171387
	Iteration 32Q: 3 clusters Score -948849.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -948856.000000 Penalty: 4461.171387
	Iteration 33Q: 3 clusters Score -948856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -948858.687500 Penalty: 4461.171387
	Iteration 34Q: 3 clusters Score -948858.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -948861.625000 Penalty: 4461.171387
	Iteration 35Q: 3 clusters Score -948861.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -948863.250000 Penalty: 4461.171387
	Iteration 36Q: 3 clusters Score -948863.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -948863.187500 Penalty: 4461.171387
	Iteration 37Q: 3 clusters Score -948863.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -948862.562500 Penalty: 4461.171387
	Iteration 38Q: 3 clusters Score -948862.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -948862.562500 Penalty: 4461.171387
	Iteration 39Q: 3 clusters Score -948862.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -948864.625000 Penalty: 4461.171387
	Iteration 40F: 3 clusters Score -948864.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -948864.812500 Penalty: 4461.171387
	Iteration 41Q: 3 clusters Score -948864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -948865.375000 Penalty: 4461.171387
	Iteration 42Q: 3 clusters Score -948865.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -948866.750000 Penalty: 4461.171387
	Iteration 43Q: 3 clusters Score -948866.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -948867.187500 Penalty: 4461.171387
	Iteration 44Q: 3 clusters Score -948867.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -948867.625000 Penalty: 4461.171387
	Iteration 45Q: 3 clusters Score -948867.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -948869.125000 Penalty: 4461.171387
	Iteration 46Q: 3 clusters Score -948869.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -948868.250000 Penalty: 4461.171387
	Iteration 47Q: 3 clusters Score -948868.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -948870.875000 Penalty: 4461.171387
	Iteration 48Q: 3 clusters Score -948870.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -948870.875000 Penalty: 4461.171387
	Iteration 49Q: 3 clusters Score -948870.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -948876.312500 Penalty: 4461.171387
	Iteration 50Q: 3 clusters Score -948876.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -948878.812500 Penalty: 4461.171387
	Iteration 51Q: 3 clusters Score -948878.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -948886.062500 Penalty: 4461.171387
	Iteration 52Q: 3 clusters Score -948886.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -948895.187500 Penalty: 4461.171387
	Iteration 53Q: 3 clusters Score -948895.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -948898.750000 Penalty: 4461.171387
	Iteration 54Q: 3 clusters Score -948898.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -948903.375000 Penalty: 4461.171387
	Iteration 55Q: 3 clusters Score -948903.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -948908.125000 Penalty: 4461.171387
	Iteration 56Q: 3 clusters Score -948908.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -948915.812500 Penalty: 4461.171387
	Iteration 57Q: 3 clusters Score -948915.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -948918.562500 Penalty: 4461.171387
	Iteration 58Q: 3 clusters Score -948918.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -948917.375000 Penalty: 4461.171387
	Iteration 59Q: 3 clusters Score -948917.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -948917.375000 Penalty: 4461.171387
	Iteration 60F: 3 clusters Score -948917.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Entering Unmasked Estep 
Score: -4803159.500000 Penalty: 2625.090576
	Iteration 0F: 2 clusters Score -4803160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -4776381.500000 Penalty: 5250.181152
	Iteration 0F: 3 clusters Score -4776382 nChanged 18054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -4786420.500000 Penalty: 5250.181152
	Iteration 1F: 3 clusters Score -4786420 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -4787095.500000 Penalty: 5250.181152
	Iteration 2Q: 3 clusters Score -4787096 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -4787891.000000 Penalty: 5250.181152
	Iteration 3Q: 3 clusters Score -4787891 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -4788772.500000 Penalty: 5250.181152
	Iteration 4Q: 3 clusters Score -4788772 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -4789726.500000 Penalty: 5250.181152
	Iteration 5Q: 3 clusters Score -4789726 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -4790680.500000 Penalty: 5250.181152
	Iteration 6Q: 3 clusters Score -4790680 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -4791525.000000 Penalty: 5250.181152
	Iteration 7Q: 3 clusters Score -4791525 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -4792185.500000 Penalty: 5250.181152
	Iteration 8Q: 3 clusters Score -4792186 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -4792873.500000 Penalty: 5250.181152
	Iteration 9Q: 3 clusters Score -4792874 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -4793410.500000 Penalty: 5250.181152
	Iteration 10Q: 3 clusters Score -4793410 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -4793838.000000 Penalty: 5250.181152
	Iteration 11Q: 3 clusters Score -4793838 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -4794215.500000 Penalty: 5250.181152
	Iteration 12Q: 3 clusters Score -4794216 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -4794528.500000 Penalty: 5250.181152
	Iteration 13Q: 3 clusters Score -4794528 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -4794891.000000 Penalty: 5250.181152
	Iteration 14Q: 3 clusters Score -4794891 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -4795214.000000 Penalty: 5250.181152
	Iteration 15Q: 3 clusters Score -4795214 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -4795505.000000 Penalty: 5250.181152
	Iteration 16Q: 3 clusters Score -4795505 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -4795774.500000 Penalty: 5250.181152
	Iteration 17Q: 3 clusters Score -4795774 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -4796014.500000 Penalty: 5250.181152
	Iteration 18Q: 3 clusters Score -4796014 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -4796290.000000 Penalty: 5250.181152
	Iteration 19Q: 3 clusters Score -4796290 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -4796557.000000 Penalty: 5250.181152
	Iteration 20F: 3 clusters Score -4796557 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -4796829.000000 Penalty: 5250.181152
	Iteration 21Q: 3 clusters Score -4796829 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -4797078.500000 Penalty: 5250.181152
	Iteration 22Q: 3 clusters Score -4797078 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -4797307.000000 Penalty: 5250.181152
	Iteration 23Q: 3 clusters Score -4797307 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -4797565.500000 Penalty: 5250.181152
	Iteration 24Q: 3 clusters Score -4797566 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -4797861.500000 Penalty: 5250.181152
	Iteration 25Q: 3 clusters Score -4797862 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -4798208.000000 Penalty: 5250.181152
	Iteration 26Q: 3 clusters Score -4798208 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -4798611.000000 Penalty: 5250.181152
	Iteration 27Q: 3 clusters Score -4798611 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -4798943.000000 Penalty: 5250.181152
	Iteration 28Q: 3 clusters Score -4798943 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -4799196.500000 Penalty: 5250.181152
	Iteration 29Q: 3 clusters Score -4799196 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -4799447.000000 Penalty: 5250.181152
	Iteration 30Q: 3 clusters Score -4799447 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -4799594.000000 Penalty: 5250.181152
	Iteration 31Q: 3 clusters Score -4799594 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -4799669.500000 Penalty: 5250.181152
	Iteration 32Q: 3 clusters Score -4799670 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -4799751.500000 Penalty: 5250.181152
	Iteration 33Q: 3 clusters Score -4799752 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -4799801.500000 Penalty: 5250.181152
	Iteration 34Q: 3 clusters Score -4799802 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -4799871.000000 Penalty: 5250.181152
	Iteration 35Q: 3 clusters Score -4799871 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -4799935.000000 Penalty: 5250.181152
	Iteration 36Q: 3 clusters Score -4799935 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -4799957.000000 Penalty: 5250.181152
	Iteration 37Q: 3 clusters Score -4799957 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -4799981.000000 Penalty: 5250.181152
	Iteration 38Q: 3 clusters Score -4799981 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -4800022.000000 Penalty: 5250.181152
	Iteration 39Q: 3 clusters Score -4800022 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -4800064.000000 Penalty: 5250.181152
	Iteration 40F: 3 clusters Score -4800064 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -4800092.500000 Penalty: 5250.181152
	Iteration 41Q: 3 clusters Score -4800092 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -4800125.500000 Penalty: 5250.181152
	Iteration 42Q: 3 clusters Score -4800126 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -4800149.000000 Penalty: 5250.181152
	Iteration 43Q: 3 clusters Score -4800149 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -4800164.500000 Penalty: 5250.181152
	Iteration 44Q: 3 clusters Score -4800164 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -4800200.000000 Penalty: 5250.181152
	Iteration 45Q: 3 clusters Score -4800200 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -4800229.500000 Penalty: 5250.181152
	Iteration 46Q: 3 clusters Score -4800230 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -4800231.500000 Penalty: 5250.181152
	Iteration 47Q: 3 clusters Score -4800232 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -4800245.500000 Penalty: 5250.181152
	Iteration 48Q: 3 clusters Score -4800246 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -4800263.500000 Penalty: 5250.181152
	Iteration 49Q: 3 clusters Score -4800264 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -4800269.500000 Penalty: 5250.181152
	Iteration 50Q: 3 clusters Score -4800270 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -4800287.000000 Penalty: 5250.181152
	Iteration 51Q: 3 clusters Score -4800287 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -4800296.500000 Penalty: 5250.181152
	Iteration 52Q: 3 clusters Score -4800296 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -4800317.000000 Penalty: 5250.181152
	Iteration 53Q: 3 clusters Score -4800317 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -4800347.000000 Penalty: 5250.181152
	Iteration 54Q: 3 clusters Score -4800347 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -4800370.000000 Penalty: 5250.181152
	Iteration 55Q: 3 clusters Score -4800370 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -4800380.500000 Penalty: 5250.181152
	Iteration 56Q: 3 clusters Score -4800380 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -4800406.000000 Penalty: 5250.181152
	Iteration 57Q: 3 clusters Score -4800406 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -4800429.500000 Penalty: 5250.181152
	Iteration 58Q: 3 clusters Score -4800430 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -4800444.500000 Penalty: 5250.181152
	Iteration 59Q: 3 clusters Score -4800444 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -4800482.500000 Penalty: 5250.181152
	Iteration 60F: 3 clusters Score -4800482 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -4800489.000000 Penalty: 5250.181152
	Iteration 61Q: 3 clusters Score -4800489 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -4800498.500000 Penalty: 5250.181152
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Mstep: Class 2 contains 17562 members 
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Mstep: Class 2 contains 17433 members 
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	Iteration 143Q: 3 clusters Score -4801881 nChanged 45
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	Iteration 148Q: 3 clusters Score -4801912 nChanged 32
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	Iteration 155Q: 3 clusters Score -4801952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -4801958.500000 Penalty: 5250.181152
	Iteration 156Q: 3 clusters Score -4801958 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -4801953.500000 Penalty: 5250.181152
	Iteration 157Q: 3 clusters Score -4801954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -4801952.500000 Penalty: 5250.181152
	Iteration 158Q: 3 clusters Score -4801952 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -4801966.000000 Penalty: 5250.181152
	Iteration 159Q: 3 clusters Score -4801966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -4801978.500000 Penalty: 5250.181152
	Iteration 160F: 3 clusters Score -4801978 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -4801960.000000 Penalty: 5250.181152
	Iteration 161Q: 3 clusters Score -4801960 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -4801972.000000 Penalty: 5250.181152
	Iteration 162Q: 3 clusters Score -4801972 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -4801987.000000 Penalty: 5250.181152
	Iteration 163Q: 3 clusters Score -4801987 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -4801996.500000 Penalty: 5250.181152
	Iteration 164Q: 3 clusters Score -4801996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -4802003.000000 Penalty: 5250.181152
	Iteration 165Q: 3 clusters Score -4802003 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -4802014.000000 Penalty: 5250.181152
	Iteration 166Q: 3 clusters Score -4802014 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -4802015.500000 Penalty: 5250.181152
	Iteration 167Q: 3 clusters Score -4802016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -4802021.000000 Penalty: 5250.181152
	Iteration 168Q: 3 clusters Score -4802021 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -4802035.000000 Penalty: 5250.181152
	Iteration 169Q: 3 clusters Score -4802035 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -4802028.000000 Penalty: 5250.181152
	Iteration 170Q: 3 clusters Score -4802028 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -4802032.000000 Penalty: 5250.181152
	Iteration 171Q: 3 clusters Score -4802032 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -4802035.500000 Penalty: 5250.181152
	Iteration 172Q: 3 clusters Score -4802036 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -4802042.000000 Penalty: 5250.181152
	Iteration 173Q: 3 clusters Score -4802042 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -4802056.500000 Penalty: 5250.181152
	Iteration 174Q: 3 clusters Score -4802056 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -4802075.000000 Penalty: 5250.181152
	Iteration 175Q: 3 clusters Score -4802075 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -4802080.000000 Penalty: 5250.181152
	Iteration 176Q: 3 clusters Score -4802080 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -4802080.500000 Penalty: 5250.181152
	Iteration 177Q: 3 clusters Score -4802080 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -4802084.500000 Penalty: 5250.181152
	Iteration 178Q: 3 clusters Score -4802084 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -4802088.000000 Penalty: 5250.181152
	Iteration 179Q: 3 clusters Score -4802088 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -4802102.000000 Penalty: 5250.181152
	Iteration 180F: 3 clusters Score -4802102 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -4802127.500000 Penalty: 5250.181152
	Iteration 181Q: 3 clusters Score -4802128 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -4802117.000000 Penalty: 5250.181152
	Iteration 182Q: 3 clusters Score -4802117 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -4802118.500000 Penalty: 5250.181152
	Iteration 183Q: 3 clusters Score -4802118 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -4802137.000000 Penalty: 5250.181152
	Iteration 184Q: 3 clusters Score -4802137 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -4802164.000000 Penalty: 5250.181152
	Iteration 185Q: 3 clusters Score -4802164 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -4802170.500000 Penalty: 5250.181152
	Iteration 186Q: 3 clusters Score -4802170 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -4802177.500000 Penalty: 5250.181152
	Iteration 187Q: 3 clusters Score -4802178 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -4802176.000000 Penalty: 5250.181152
	Iteration 188Q: 3 clusters Score -4802176 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -4802181.000000 Penalty: 5250.181152
	Iteration 189Q: 3 clusters Score -4802181 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -4802194.500000 Penalty: 5250.181152
	Iteration 190Q: 3 clusters Score -4802194 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -4802208.000000 Penalty: 5250.181152
	Iteration 191Q: 3 clusters Score -4802208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -4802217.500000 Penalty: 5250.181152
	Iteration 192Q: 3 clusters Score -4802218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -4802232.500000 Penalty: 5250.181152
	Iteration 193Q: 3 clusters Score -4802232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -4802231.000000 Penalty: 5250.181152
	Iteration 194Q: 3 clusters Score -4802231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -4802238.000000 Penalty: 5250.181152
	Iteration 195Q: 3 clusters Score -4802238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -4802233.500000 Penalty: 5250.181152
	Iteration 196Q: 3 clusters Score -4802234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -4802252.000000 Penalty: 5250.181152
	Iteration 197Q: 3 clusters Score -4802252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -4802257.500000 Penalty: 5250.181152
	Iteration 198Q: 3 clusters Score -4802258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -4802253.000000 Penalty: 5250.181152
	Iteration 199Q: 3 clusters Score -4802253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -4802251.000000 Penalty: 5250.181152
	Iteration 200F: 3 clusters Score -4802251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -4802251.500000 Penalty: 5250.181152
	Iteration 201Q: 3 clusters Score -4802252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -4802246.000000 Penalty: 5250.181152
	Iteration 202Q: 3 clusters Score -4802246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -4802246.000000 Penalty: 5250.181152
	Iteration 203Q: 3 clusters Score -4802246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -4802253.500000 Penalty: 5250.181152
	Iteration 204Q: 3 clusters Score -4802254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -4802255.500000 Penalty: 5250.181152
	Iteration 205Q: 3 clusters Score -4802256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -4802259.500000 Penalty: 5250.181152
	Iteration 206Q: 3 clusters Score -4802260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -4802256.000000 Penalty: 5250.181152
	Iteration 207Q: 3 clusters Score -4802256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -4802252.000000 Penalty: 5250.181152
	Iteration 208Q: 3 clusters Score -4802252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -4802261.000000 Penalty: 5250.181152
	Iteration 209Q: 3 clusters Score -4802261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -4802265.000000 Penalty: 5250.181152
	Iteration 210Q: 3 clusters Score -4802265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -4802263.500000 Penalty: 5250.181152
	Iteration 211Q: 3 clusters Score -4802264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -4802263.500000 Penalty: 5250.181152
	Iteration 212Q: 3 clusters Score -4802264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -4802261.000000 Penalty: 5250.181152
	Iteration 213Q: 3 clusters Score -4802261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -4802261.000000 Penalty: 5250.181152
	Iteration 214Q: 3 clusters Score -4802261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -4802266.000000 Penalty: 5250.181152
	Iteration 215Q: 3 clusters Score -4802266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -4802269.000000 Penalty: 5250.181152
	Iteration 216Q: 3 clusters Score -4802269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -4802267.500000 Penalty: 5250.181152
	Iteration 217Q: 3 clusters Score -4802268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -4802269.500000 Penalty: 5250.181152
	Iteration 218Q: 3 clusters Score -4802270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -4802266.500000 Penalty: 5250.181152
	Iteration 219Q: 3 clusters Score -4802266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -4802266.500000 Penalty: 5250.181152
	Iteration 220F: 3 clusters Score -4802266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (276419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276419 members 
Entering Unmasked Estep 
Score: -34320252.000000 Penalty: 3107.359131
	Iteration 0F: 2 clusters Score -3.432025e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138848 members 
Mstep: Class 2 contains 137571 members 
Entering Unmasked Estep 
Score: -34145276.000000 Penalty: 6214.718262
	Iteration 0F: 3 clusters Score -3.414528e+07 nChanged 133490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151926 members 
Mstep: Class 2 contains 124493 members 
Entering Unmasked Estep 
Score: -34224660.000000 Penalty: 6214.718262
	Iteration 1F: 3 clusters Score -3.422466e+07 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160000 members 
Mstep: Class 2 contains 116419 members 
Entering Unmasked Estep 
Score: -34228264.000000 Penalty: 6214.718262
	Iteration 2Q: 3 clusters Score -3.422826e+07 nChanged 13337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172291 members 
Mstep: Class 2 contains 104128 members 
Entering Unmasked Estep 
Score: -34234580.000000 Penalty: 6214.718262
	Iteration 3Q: 3 clusters Score -3.423458e+07 nChanged 18187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190016 members 
Mstep: Class 2 contains 86403 members 
Entering Unmasked Estep 
Score: -34245488.000000 Penalty: 6214.718262
	Iteration 4F: 3 clusters Score -3.424549e+07 nChanged 22764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212626 members 
Mstep: Class 2 contains 63793 members 
Entering Unmasked Estep 
Score: -34262480.000000 Penalty: 6214.718262
	Iteration 5F: 3 clusters Score -3.426248e+07 nChanged 23752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236320 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -34282496.000000 Penalty: 6214.718262
	Iteration 6F: 3 clusters Score -3.42825e+07 nChanged 19221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255527 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -34300032.000000 Penalty: 6214.718262
	Iteration 7F: 3 clusters Score -3.430003e+07 nChanged 11515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267040 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -34310424.000000 Penalty: 6214.718262
	Iteration 8Q: 3 clusters Score -3.431042e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272562 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -34314968.000000 Penalty: 6214.718262
	Iteration 9Q: 3 clusters Score -3.431497e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274729 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -34316600.000000 Penalty: 6214.718262
	Iteration 10Q: 3 clusters Score -3.43166e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275486 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -34317012.000000 Penalty: 6214.718262
	Iteration 11Q: 3 clusters Score -3.431701e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275781 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -34317288.000000 Penalty: 6214.718262
	Iteration 12Q: 3 clusters Score -3.431729e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275910 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -34317428.000000 Penalty: 6214.718262
	Iteration 13Q: 3 clusters Score -3.431743e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275968 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -34317456.000000 Penalty: 6214.718262
	Iteration 14Q: 3 clusters Score -3.431746e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275999 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -34317520.000000 Penalty: 6214.718262
	Iteration 15Q: 3 clusters Score -3.431752e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276017 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -34317552.000000 Penalty: 6214.718262
	Iteration 16Q: 3 clusters Score -3.431755e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276023 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -34317564.000000 Penalty: 6214.718262
	Iteration 17Q: 3 clusters Score -3.431756e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276026 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -34317564.000000 Penalty: 6214.718262
	Iteration 18Q: 3 clusters Score -3.431756e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276027 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -34317592.000000 Penalty: 6214.718262
	Iteration 19Q: 3 clusters Score -3.431759e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276032 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -34317588.000000 Penalty: 6214.718262
	Iteration 20F: 3 clusters Score -3.431759e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276041 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -34317612.000000 Penalty: 6214.718262
	Iteration 21Q: 3 clusters Score -3.431761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276044 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -34317600.000000 Penalty: 6214.718262
	Iteration 22Q: 3 clusters Score -3.43176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276050 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -34317632.000000 Penalty: 6214.718262
	Iteration 23Q: 3 clusters Score -3.431763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276053 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -34317628.000000 Penalty: 6214.718262
	Iteration 24Q: 3 clusters Score -3.431763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276055 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -34317632.000000 Penalty: 6214.718262
	Iteration 25Q: 3 clusters Score -3.431763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276054 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -34317616.000000 Penalty: 6214.718262
	Iteration 26Q: 3 clusters Score -3.431762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276054 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -34317616.000000 Penalty: 6214.718262
	Iteration 27F: 3 clusters Score -3.431762e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Entering Unmasked Estep 
Score: -1873428.875000 Penalty: 2386.646729
	Iteration 0F: 2 clusters Score -1873429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1862556.500000 Penalty: 4773.293457
	Iteration 0F: 3 clusters Score -1862556 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1866115.125000 Penalty: 4773.293457
	Iteration 1F: 3 clusters Score -1866115 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1866579.000000 Penalty: 4773.293457
	Iteration 2F: 3 clusters Score -1866579 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1867018.125000 Penalty: 4773.293457
	Iteration 3F: 3 clusters Score -1867018 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1867476.750000 Penalty: 4773.293457
	Iteration 4F: 3 clusters Score -1867477 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1868010.875000 Penalty: 4773.293457
	Iteration 5F: 3 clusters Score -1868011 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1868640.750000 Penalty: 4773.293457
	Iteration 6F: 3 clusters Score -1868641 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1869259.625000 Penalty: 4773.293457
	Iteration 7F: 3 clusters Score -1869260 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1869776.625000 Penalty: 4773.293457
	Iteration 8Q: 3 clusters Score -1869777 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1870170.375000 Penalty: 4773.293457
	Iteration 9Q: 3 clusters Score -1870170 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1870449.125000 Penalty: 4773.293457
	Iteration 10Q: 3 clusters Score -1870449 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1870659.250000 Penalty: 4773.293457
	Iteration 11Q: 3 clusters Score -1870659 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1870797.375000 Penalty: 4773.293457
	Iteration 12Q: 3 clusters Score -1870797 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1870888.250000 Penalty: 4773.293457
	Iteration 13Q: 3 clusters Score -1870888 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1870992.375000 Penalty: 4773.293457
	Iteration 14Q: 3 clusters Score -1870992 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1871076.750000 Penalty: 4773.293457
	Iteration 15Q: 3 clusters Score -1871077 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1871127.875000 Penalty: 4773.293457
	Iteration 16Q: 3 clusters Score -1871128 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1871168.500000 Penalty: 4773.293457
	Iteration 17Q: 3 clusters Score -1871168 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1871200.500000 Penalty: 4773.293457
	Iteration 18Q: 3 clusters Score -1871200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1871230.875000 Penalty: 4773.293457
	Iteration 19Q: 3 clusters Score -1871231 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1871269.375000 Penalty: 4773.293457
	Iteration 20F: 3 clusters Score -1871269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1871288.125000 Penalty: 4773.293457
	Iteration 21Q: 3 clusters Score -1871288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1871307.875000 Penalty: 4773.293457
	Iteration 22Q: 3 clusters Score -1871308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1871329.375000 Penalty: 4773.293457
	Iteration 23Q: 3 clusters Score -1871329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1871336.875000 Penalty: 4773.293457
	Iteration 24Q: 3 clusters Score -1871337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1871344.125000 Penalty: 4773.293457
	Iteration 25Q: 3 clusters Score -1871344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1871350.875000 Penalty: 4773.293457
	Iteration 26Q: 3 clusters Score -1871351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1871355.750000 Penalty: 4773.293457
	Iteration 27Q: 3 clusters Score -1871356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1871356.750000 Penalty: 4773.293457
	Iteration 28Q: 3 clusters Score -1871357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1871359.125000 Penalty: 4773.293457
	Iteration 29Q: 3 clusters Score -1871359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1871363.000000 Penalty: 4773.293457
	Iteration 30Q: 3 clusters Score -1871363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1871360.875000 Penalty: 4773.293457
	Iteration 31Q: 3 clusters Score -1871361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1871364.250000 Penalty: 4773.293457
	Iteration 32Q: 3 clusters Score -1871364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1871366.250000 Penalty: 4773.293457
	Iteration 33Q: 3 clusters Score -1871366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1871366.250000 Penalty: 4773.293457
	Iteration 34F: 3 clusters Score -1871366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 77931 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10620 members 
Mstep: Class 8 contains 18050 members 
Mstep: Class 9 contains 277607 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 10736 members 
Mstep: Class 12 contains 58787 members 
Mstep: Class 13 contains 20150 members 
Mstep: Class 14 contains 22498 members 
Mstep: Class 15 contains 28609 members 
Mstep: Class 16 contains 52504 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110235 members 
Mstep: Class 19 contains 3878 members 
Mstep: Class 20 contains 191296 members 
Mstep: Class 21 contains 20606 members 
Mstep: Class 22 contains 2618 members 
Mstep: Class 23 contains 8057 members 
Mstep: Class 24 contains 39539 members 
Mstep: Class 25 contains 276419 members 
Mstep: Class 26 contains 15117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616416.000000 Penalty: 90644.539062
Iteration 199Q: 27 clusters Score -1.546164e+08 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 77893 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2766 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10613 members 
Mstep: Class 8 contains 18048 members 
Mstep: Class 9 contains 277793 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 10738 members 
Mstep: Class 12 contains 58765 members 
Mstep: Class 13 contains 20155 members 
Mstep: Class 14 contains 22503 members 
Mstep: Class 15 contains 28602 members 
Mstep: Class 16 contains 53393 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110220 members 
Mstep: Class 19 contains 3878 members 
Mstep: Class 20 contains 191345 members 
Mstep: Class 21 contains 20608 members 
Mstep: Class 22 contains 2618 members 
Mstep: Class 23 contains 8072 members 
Mstep: Class 24 contains 39528 members 
Mstep: Class 25 contains 275391 members 
Mstep: Class 26 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616480.000000 Penalty: 90644.539062
Iteration 200F: 27 clusters Score -1.546165e+08 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 77871 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2764 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10620 members 
Mstep: Class 8 contains 18053 members 
Mstep: Class 9 contains 277979 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10731 members 
Mstep: Class 12 contains 58767 members 
Mstep: Class 13 contains 20155 members 
Mstep: Class 14 contains 22507 members 
Mstep: Class 15 contains 28597 members 
Mstep: Class 16 contains 54223 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110195 members 
Mstep: Class 19 contains 3878 members 
Mstep: Class 20 contains 191352 members 
Mstep: Class 21 contains 20614 members 
Mstep: Class 22 contains 2619 members 
Mstep: Class 23 contains 8087 members 
Mstep: Class 24 contains 39516 members 
Mstep: Class 25 contains 274410 members 
Mstep: Class 26 contains 15089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616016.000000 Penalty: 90644.539062
Iteration 201Q: 27 clusters Score -1.54616e+08 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 77839 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10629 members 
Mstep: Class 8 contains 18050 members 
Mstep: Class 9 contains 278140 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10722 members 
Mstep: Class 12 contains 58748 members 
Mstep: Class 13 contains 20157 members 
Mstep: Class 14 contains 22509 members 
Mstep: Class 15 contains 28597 members 
Mstep: Class 16 contains 55102 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110217 members 
Mstep: Class 19 contains 3878 members 
Mstep: Class 20 contains 191371 members 
Mstep: Class 21 contains 20612 members 
Mstep: Class 22 contains 2619 members 
Mstep: Class 23 contains 8102 members 
Mstep: Class 24 contains 39502 members 
Mstep: Class 25 contains 273391 members 
Mstep: Class 26 contains 15079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616096.000000 Penalty: 90644.539062
Iteration 202Q: 27 clusters Score -1.546161e+08 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 77794 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2762 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10634 members 
Mstep: Class 8 contains 18043 members 
Mstep: Class 9 contains 278312 members 
Mstep: Class 10 contains 4239 members 
Mstep: Class 11 contains 10728 members 
Mstep: Class 12 contains 58710 members 
Mstep: Class 13 contains 20168 members 
Mstep: Class 14 contains 22504 members 
Mstep: Class 15 contains 28592 members 
Mstep: Class 16 contains 55932 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110224 members 
Mstep: Class 19 contains 3878 members 
Mstep: Class 20 contains 191468 members 
Mstep: Class 21 contains 20609 members 
Mstep: Class 22 contains 2619 members 
Mstep: Class 23 contains 8114 members 
Mstep: Class 24 contains 39492 members 
Mstep: Class 25 contains 272358 members 
Mstep: Class 26 contains 15080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615776.000000 Penalty: 90644.539062
Iteration 203Q: 27 clusters Score -1.546158e+08 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 77759 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2762 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10638 members 
Mstep: Class 8 contains 18051 members 
Mstep: Class 9 contains 278384 members 
Mstep: Class 10 contains 4245 members 
Mstep: Class 11 contains 10717 members 
Mstep: Class 12 contains 58695 members 
Mstep: Class 13 contains 20182 members 
Mstep: Class 14 contains 22509 members 
Mstep: Class 15 contains 28589 members 
Mstep: Class 16 contains 56758 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110219 members 
Mstep: Class 19 contains 3878 members 
Mstep: Class 20 contains 191545 members 
Mstep: Class 21 contains 20608 members 
Mstep: Class 22 contains 2619 members 
Mstep: Class 23 contains 8131 members 
Mstep: Class 24 contains 39484 members 
Mstep: Class 25 contains 271394 members 
Mstep: Class 26 contains 15081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615888.000000 Penalty: 90644.539062
Iteration 204Q: 27 clusters Score -1.546159e+08 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 77738 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10636 members 
Mstep: Class 8 contains 18040 members 
Mstep: Class 9 contains 278392 members 
Mstep: Class 10 contains 4247 members 
Mstep: Class 11 contains 10713 members 
Mstep: Class 12 contains 58685 members 
Mstep: Class 13 contains 20186 members 
Mstep: Class 14 contains 22514 members 
Mstep: Class 15 contains 28576 members 
Mstep: Class 16 contains 57537 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110227 members 
Mstep: Class 19 contains 3878 members 
Mstep: Class 20 contains 191583 members 
Mstep: Class 21 contains 20600 members 
Mstep: Class 22 contains 2620 members 
Mstep: Class 23 contains 8148 members 
Mstep: Class 24 contains 39482 members 
Mstep: Class 25 contains 270594 members 
Mstep: Class 26 contains 15082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616064.000000 Penalty: 90644.539062
Iteration 205Q: 27 clusters Score -1.546161e+08 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 77714 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2766 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10639 members 
Mstep: Class 8 contains 18027 members 
Mstep: Class 9 contains 278380 members 
Mstep: Class 10 contains 4246 members 
Mstep: Class 11 contains 10714 members 
Mstep: Class 12 contains 58676 members 
Mstep: Class 13 contains 20190 members 
Mstep: Class 14 contains 22516 members 
Mstep: Class 15 contains 28569 members 
Mstep: Class 16 contains 58355 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110252 members 
Mstep: Class 19 contains 3877 members 
Mstep: Class 20 contains 191600 members 
Mstep: Class 21 contains 20574 members 
Mstep: Class 22 contains 2621 members 
Mstep: Class 23 contains 8164 members 
Mstep: Class 24 contains 39489 members 
Mstep: Class 25 contains 269793 members 
Mstep: Class 26 contains 15076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615984.000000 Penalty: 90644.539062
Iteration 206Q: 27 clusters Score -1.54616e+08 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 77676 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2766 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10640 members 
Mstep: Class 8 contains 18021 members 
Mstep: Class 9 contains 278312 members 
Mstep: Class 10 contains 4245 members 
Mstep: Class 11 contains 10706 members 
Mstep: Class 12 contains 58681 members 
Mstep: Class 13 contains 20190 members 
Mstep: Class 14 contains 22518 members 
Mstep: Class 15 contains 28560 members 
Mstep: Class 16 contains 59139 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110279 members 
Mstep: Class 19 contains 3877 members 
Mstep: Class 20 contains 191556 members 
Mstep: Class 21 contains 20579 members 
Mstep: Class 22 contains 2621 members 
Mstep: Class 23 contains 8174 members 
Mstep: Class 24 contains 39489 members 
Mstep: Class 25 contains 269122 members 
Mstep: Class 26 contains 15080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616112.000000 Penalty: 90644.539062
Iteration 207Q: 27 clusters Score -1.546161e+08 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 77615 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2764 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10636 members 
Mstep: Class 8 contains 18008 members 
Mstep: Class 9 contains 278157 members 
Mstep: Class 10 contains 4243 members 
Mstep: Class 11 contains 10696 members 
Mstep: Class 12 contains 58714 members 
Mstep: Class 13 contains 20195 members 
Mstep: Class 14 contains 22522 members 
Mstep: Class 15 contains 28556 members 
Mstep: Class 16 contains 59936 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110297 members 
Mstep: Class 19 contains 3877 members 
Mstep: Class 20 contains 191505 members 
Mstep: Class 21 contains 20569 members 
Mstep: Class 22 contains 2621 members 
Mstep: Class 23 contains 8185 members 
Mstep: Class 24 contains 39489 members 
Mstep: Class 25 contains 268552 members 
Mstep: Class 26 contains 15089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615856.000000 Penalty: 90644.539062
Iteration 208Q: 27 clusters Score -1.546159e+08 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 77564 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2766 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10644 members 
Mstep: Class 8 contains 18016 members 
Mstep: Class 9 contains 277958 members 
Mstep: Class 10 contains 4243 members 
Mstep: Class 11 contains 10691 members 
Mstep: Class 12 contains 58755 members 
Mstep: Class 13 contains 20203 members 
Mstep: Class 14 contains 22521 members 
Mstep: Class 15 contains 28545 members 
Mstep: Class 16 contains 60751 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110299 members 
Mstep: Class 19 contains 3877 members 
Mstep: Class 20 contains 191400 members 
Mstep: Class 21 contains 20572 members 
Mstep: Class 22 contains 2622 members 
Mstep: Class 23 contains 8194 members 
Mstep: Class 24 contains 39490 members 
Mstep: Class 25 contains 268034 members 
Mstep: Class 26 contains 15089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615552.000000 Penalty: 90644.539062
Iteration 209Q: 27 clusters Score -1.546156e+08 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 77517 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2768 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10645 members 
Mstep: Class 8 contains 18024 members 
Mstep: Class 9 contains 277781 members 
Mstep: Class 10 contains 4245 members 
Mstep: Class 11 contains 10687 members 
Mstep: Class 12 contains 58761 members 
Mstep: Class 13 contains 20202 members 
Mstep: Class 14 contains 22522 members 
Mstep: Class 15 contains 28540 members 
Mstep: Class 16 contains 61576 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110315 members 
Mstep: Class 19 contains 3877 members 
Mstep: Class 20 contains 191290 members 
Mstep: Class 21 contains 20563 members 
Mstep: Class 22 contains 2622 members 
Mstep: Class 23 contains 8203 members 
Mstep: Class 24 contains 39489 members 
Mstep: Class 25 contains 267529 members 
Mstep: Class 26 contains 15080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615744.000000 Penalty: 90644.539062
Iteration 210Q: 27 clusters Score -1.546157e+08 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 77485 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2768 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10648 members 
Mstep: Class 8 contains 18035 members 
Mstep: Class 9 contains 277539 members 
Mstep: Class 10 contains 4246 members 
Mstep: Class 11 contains 10684 members 
Mstep: Class 12 contains 58761 members 
Mstep: Class 13 contains 20201 members 
Mstep: Class 14 contains 22526 members 
Mstep: Class 15 contains 28529 members 
Mstep: Class 16 contains 62367 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110346 members 
Mstep: Class 19 contains 3877 members 
Mstep: Class 20 contains 191206 members 
Mstep: Class 21 contains 20562 members 
Mstep: Class 22 contains 2622 members 
Mstep: Class 23 contains 8209 members 
Mstep: Class 24 contains 39487 members 
Mstep: Class 25 contains 267071 members 
Mstep: Class 26 contains 15062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615408.000000 Penalty: 90644.539062
Iteration 211Q: 27 clusters Score -1.546154e+08 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 77441 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10637 members 
Mstep: Class 8 contains 18048 members 
Mstep: Class 9 contains 277251 members 
Mstep: Class 10 contains 4249 members 
Mstep: Class 11 contains 10681 members 
Mstep: Class 12 contains 58771 members 
Mstep: Class 13 contains 20201 members 
Mstep: Class 14 contains 22531 members 
Mstep: Class 15 contains 28525 members 
Mstep: Class 16 contains 63145 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110368 members 
Mstep: Class 19 contains 3877 members 
Mstep: Class 20 contains 191080 members 
Mstep: Class 21 contains 20562 members 
Mstep: Class 22 contains 2622 members 
Mstep: Class 23 contains 8216 members 
Mstep: Class 24 contains 39484 members 
Mstep: Class 25 contains 266717 members 
Mstep: Class 26 contains 15062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615072.000000 Penalty: 90644.539062
Iteration 212Q: 27 clusters Score -1.546151e+08 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 77393 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10643 members 
Mstep: Class 8 contains 18067 members 
Mstep: Class 9 contains 276970 members 
Mstep: Class 10 contains 4251 members 
Mstep: Class 11 contains 10680 members 
Mstep: Class 12 contains 58775 members 
Mstep: Class 13 contains 20210 members 
Mstep: Class 14 contains 22532 members 
Mstep: Class 15 contains 28521 members 
Mstep: Class 16 contains 63894 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110386 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 190994 members 
Mstep: Class 21 contains 20577 members 
Mstep: Class 22 contains 2622 members 
Mstep: Class 23 contains 8230 members 
Mstep: Class 24 contains 39475 members 
Mstep: Class 25 contains 266321 members 
Mstep: Class 26 contains 15055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615408.000000 Penalty: 90644.539062
Iteration 213Q: 27 clusters Score -1.546154e+08 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 77378 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10650 members 
Mstep: Class 8 contains 18062 members 
Mstep: Class 9 contains 276557 members 
Mstep: Class 10 contains 4251 members 
Mstep: Class 11 contains 10679 members 
Mstep: Class 12 contains 58774 members 
Mstep: Class 13 contains 20209 members 
Mstep: Class 14 contains 22531 members 
Mstep: Class 15 contains 28514 members 
Mstep: Class 16 contains 64690 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110439 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 190923 members 
Mstep: Class 21 contains 20585 members 
Mstep: Class 22 contains 2622 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 39472 members 
Mstep: Class 25 contains 265984 members 
Mstep: Class 26 contains 15045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615488.000000 Penalty: 90644.539062
Iteration 214Q: 27 clusters Score -1.546155e+08 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 77360 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2768 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10655 members 
Mstep: Class 8 contains 18076 members 
Mstep: Class 9 contains 276109 members 
Mstep: Class 10 contains 4250 members 
Mstep: Class 11 contains 10681 members 
Mstep: Class 12 contains 58776 members 
Mstep: Class 13 contains 20215 members 
Mstep: Class 14 contains 22536 members 
Mstep: Class 15 contains 28508 members 
Mstep: Class 16 contains 65456 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110498 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 190860 members 
Mstep: Class 21 contains 20594 members 
Mstep: Class 22 contains 2622 members 
Mstep: Class 23 contains 8246 members 
Mstep: Class 24 contains 39465 members 
Mstep: Class 25 contains 265666 members 
Mstep: Class 26 contains 15034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615712.000000 Penalty: 90644.539062
Iteration 215Q: 27 clusters Score -1.546157e+08 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 77344 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10669 members 
Mstep: Class 8 contains 18069 members 
Mstep: Class 9 contains 275674 members 
Mstep: Class 10 contains 4251 members 
Mstep: Class 11 contains 10670 members 
Mstep: Class 12 contains 58791 members 
Mstep: Class 13 contains 20220 members 
Mstep: Class 14 contains 22537 members 
Mstep: Class 15 contains 28501 members 
Mstep: Class 16 contains 66216 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110541 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 190775 members 
Mstep: Class 21 contains 20608 members 
Mstep: Class 22 contains 2622 members 
Mstep: Class 23 contains 8252 members 
Mstep: Class 24 contains 39458 members 
Mstep: Class 25 contains 265380 members 
Mstep: Class 26 contains 15025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615808.000000 Penalty: 90644.539062
Iteration 216Q: 27 clusters Score -1.546158e+08 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 77293 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10691 members 
Mstep: Class 8 contains 18069 members 
Mstep: Class 9 contains 275275 members 
Mstep: Class 10 contains 4249 members 
Mstep: Class 11 contains 10666 members 
Mstep: Class 12 contains 58789 members 
Mstep: Class 13 contains 20220 members 
Mstep: Class 14 contains 22538 members 
Mstep: Class 15 contains 28496 members 
Mstep: Class 16 contains 67000 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110598 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 190685 members 
Mstep: Class 21 contains 20628 members 
Mstep: Class 22 contains 2622 members 
Mstep: Class 23 contains 8261 members 
Mstep: Class 24 contains 39457 members 
Mstep: Class 25 contains 265042 members 
Mstep: Class 26 contains 15025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615776.000000 Penalty: 90644.539062
Iteration 217Q: 27 clusters Score -1.546158e+08 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 77238 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10706 members 
Mstep: Class 8 contains 18054 members 
Mstep: Class 9 contains 274844 members 
Mstep: Class 10 contains 4248 members 
Mstep: Class 11 contains 10655 members 
Mstep: Class 12 contains 58783 members 
Mstep: Class 13 contains 20232 members 
Mstep: Class 14 contains 22545 members 
Mstep: Class 15 contains 28493 members 
Mstep: Class 16 contains 67744 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110660 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 190622 members 
Mstep: Class 21 contains 20638 members 
Mstep: Class 22 contains 2622 members 
Mstep: Class 23 contains 8269 members 
Mstep: Class 24 contains 39459 members 
Mstep: Class 25 contains 264768 members 
Mstep: Class 26 contains 15021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615632.000000 Penalty: 90644.539062
Iteration 218Q: 27 clusters Score -1.546156e+08 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 77181 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10720 members 
Mstep: Class 8 contains 18041 members 
Mstep: Class 9 contains 274381 members 
Mstep: Class 10 contains 4247 members 
Mstep: Class 11 contains 10644 members 
Mstep: Class 12 contains 58790 members 
Mstep: Class 13 contains 20235 members 
Mstep: Class 14 contains 22550 members 
Mstep: Class 15 contains 28489 members 
Mstep: Class 16 contains 68440 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 110718 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 190510 members 
Mstep: Class 21 contains 20630 members 
Mstep: Class 22 contains 2622 members 
Mstep: Class 23 contains 8275 members 
Mstep: Class 24 contains 39448 members 
Mstep: Class 25 contains 264657 members 
Mstep: Class 26 contains 15022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615488.000000 Penalty: 90644.539062
Iteration 219Q: 27 clusters Score -1.546155e+08 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 77140 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10736 members 
Mstep: Class 8 contains 18044 members 
Mstep: Class 9 contains 273834 members 
Mstep: Class 10 contains 4245 members 
Mstep: Class 11 contains 10629 members 
Mstep: Class 12 contains 58787 members 
Mstep: Class 13 contains 20234 members 
Mstep: Class 14 contains 22559 members 
Mstep: Class 15 contains 28484 members 
Mstep: Class 16 contains 69114 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 110801 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 190449 members 
Mstep: Class 21 contains 20637 members 
Mstep: Class 22 contains 2621 members 
Mstep: Class 23 contains 8283 members 
Mstep: Class 24 contains 39439 members 
Mstep: Class 25 contains 264556 members 
Mstep: Class 26 contains 15001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615616.000000 Penalty: 90644.539062
Iteration 220F: 27 clusters Score -1.546156e+08 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 77120 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10742 members 
Mstep: Class 8 contains 18035 members 
Mstep: Class 9 contains 273223 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10615 members 
Mstep: Class 12 contains 58779 members 
Mstep: Class 13 contains 20238 members 
Mstep: Class 14 contains 22559 members 
Mstep: Class 15 contains 28474 members 
Mstep: Class 16 contains 69797 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 110835 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 190345 members 
Mstep: Class 21 contains 20644 members 
Mstep: Class 22 contains 2622 members 
Mstep: Class 23 contains 8291 members 
Mstep: Class 24 contains 39438 members 
Mstep: Class 25 contains 264594 members 
Mstep: Class 26 contains 14992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615504.000000 Penalty: 90644.539062
Iteration 221Q: 27 clusters Score -1.546155e+08 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 77124 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10734 members 
Mstep: Class 8 contains 18031 members 
Mstep: Class 9 contains 272549 members 
Mstep: Class 10 contains 4242 members 
Mstep: Class 11 contains 10596 members 
Mstep: Class 12 contains 58740 members 
Mstep: Class 13 contains 20241 members 
Mstep: Class 14 contains 22556 members 
Mstep: Class 15 contains 28470 members 
Mstep: Class 16 contains 70481 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 110869 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 190223 members 
Mstep: Class 21 contains 20653 members 
Mstep: Class 22 contains 2623 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 39430 members 
Mstep: Class 25 contains 264727 members 
Mstep: Class 26 contains 14995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615888.000000 Penalty: 90644.539062
Iteration 222Q: 27 clusters Score -1.546159e+08 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 77122 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2777 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10741 members 
Mstep: Class 8 contains 18029 members 
Mstep: Class 9 contains 271863 members 
Mstep: Class 10 contains 4241 members 
Mstep: Class 11 contains 10592 members 
Mstep: Class 12 contains 58695 members 
Mstep: Class 13 contains 20244 members 
Mstep: Class 14 contains 22556 members 
Mstep: Class 15 contains 28465 members 
Mstep: Class 16 contains 71076 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 110916 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 190072 members 
Mstep: Class 21 contains 20651 members 
Mstep: Class 22 contains 2624 members 
Mstep: Class 23 contains 8311 members 
Mstep: Class 24 contains 39417 members 
Mstep: Class 25 contains 264987 members 
Mstep: Class 26 contains 14984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615968.000000 Penalty: 90644.539062
Iteration 223Q: 27 clusters Score -1.54616e+08 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 77125 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2780 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10741 members 
Mstep: Class 8 contains 18017 members 
Mstep: Class 9 contains 271206 members 
Mstep: Class 10 contains 4241 members 
Mstep: Class 11 contains 10593 members 
Mstep: Class 12 contains 58652 members 
Mstep: Class 13 contains 20244 members 
Mstep: Class 14 contains 22559 members 
Mstep: Class 15 contains 28463 members 
Mstep: Class 16 contains 71697 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 110968 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 189869 members 
Mstep: Class 21 contains 20652 members 
Mstep: Class 22 contains 2624 members 
Mstep: Class 23 contains 8317 members 
Mstep: Class 24 contains 39413 members 
Mstep: Class 25 contains 265226 members 
Mstep: Class 26 contains 14970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615952.000000 Penalty: 90644.539062
Iteration 224Q: 27 clusters Score -1.54616e+08 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 77108 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10750 members 
Mstep: Class 8 contains 18005 members 
Mstep: Class 9 contains 270568 members 
Mstep: Class 10 contains 4239 members 
Mstep: Class 11 contains 10580 members 
Mstep: Class 12 contains 58607 members 
Mstep: Class 13 contains 20253 members 
Mstep: Class 14 contains 22556 members 
Mstep: Class 15 contains 28462 members 
Mstep: Class 16 contains 72315 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 111013 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 189626 members 
Mstep: Class 21 contains 20646 members 
Mstep: Class 22 contains 2624 members 
Mstep: Class 23 contains 8321 members 
Mstep: Class 24 contains 39412 members 
Mstep: Class 25 contains 265521 members 
Mstep: Class 26 contains 14969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616192.000000 Penalty: 90644.539062
Iteration 225Q: 27 clusters Score -1.546162e+08 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 77078 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2784 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10751 members 
Mstep: Class 8 contains 17998 members 
Mstep: Class 9 contains 269900 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 10572 members 
Mstep: Class 12 contains 58564 members 
Mstep: Class 13 contains 20255 members 
Mstep: Class 14 contains 22558 members 
Mstep: Class 15 contains 28457 members 
Mstep: Class 16 contains 72910 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 111060 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 189373 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 2624 members 
Mstep: Class 23 contains 8325 members 
Mstep: Class 24 contains 39406 members 
Mstep: Class 25 contains 265913 members 
Mstep: Class 26 contains 14960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616480.000000 Penalty: 90644.539062
Iteration 226Q: 27 clusters Score -1.546165e+08 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 77062 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10753 members 
Mstep: Class 8 contains 18004 members 
Mstep: Class 9 contains 269223 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10573 members 
Mstep: Class 12 contains 58549 members 
Mstep: Class 13 contains 20262 members 
Mstep: Class 14 contains 22561 members 
Mstep: Class 15 contains 28454 members 
Mstep: Class 16 contains 73488 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 111111 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 189143 members 
Mstep: Class 21 contains 20621 members 
Mstep: Class 22 contains 2624 members 
Mstep: Class 23 contains 8330 members 
Mstep: Class 24 contains 39401 members 
Mstep: Class 25 contains 266234 members 
Mstep: Class 26 contains 14952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616608.000000 Penalty: 90644.539062
Iteration 227Q: 27 clusters Score -1.546166e+08 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 77024 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2785 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10751 members 
Mstep: Class 8 contains 17999 members 
Mstep: Class 9 contains 268530 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 10572 members 
Mstep: Class 12 contains 58525 members 
Mstep: Class 13 contains 20262 members 
Mstep: Class 14 contains 22564 members 
Mstep: Class 15 contains 28447 members 
Mstep: Class 16 contains 73998 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 111175 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 188885 members 
Mstep: Class 21 contains 20609 members 
Mstep: Class 22 contains 2624 members 
Mstep: Class 23 contains 8341 members 
Mstep: Class 24 contains 39392 members 
Mstep: Class 25 contains 266694 members 
Mstep: Class 26 contains 14945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617488.000000 Penalty: 90644.539062
Iteration 228Q: 27 clusters Score -1.546175e+08 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 77019 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10751 members 
Mstep: Class 8 contains 17999 members 
Mstep: Class 9 contains 267820 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10560 members 
Mstep: Class 12 contains 58496 members 
Mstep: Class 13 contains 20260 members 
Mstep: Class 14 contains 22564 members 
Mstep: Class 15 contains 28445 members 
Mstep: Class 16 contains 74451 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 111228 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 188639 members 
Mstep: Class 21 contains 20598 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8346 members 
Mstep: Class 24 contains 39384 members 
Mstep: Class 25 contains 267210 members 
Mstep: Class 26 contains 14939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617760.000000 Penalty: 90644.539062
Iteration 229Q: 27 clusters Score -1.546178e+08 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 77043 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10755 members 
Mstep: Class 8 contains 17990 members 
Mstep: Class 9 contains 267035 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10553 members 
Mstep: Class 12 contains 58461 members 
Mstep: Class 13 contains 20262 members 
Mstep: Class 14 contains 22564 members 
Mstep: Class 15 contains 28441 members 
Mstep: Class 16 contains 74879 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 111283 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 188403 members 
Mstep: Class 21 contains 20601 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8350 members 
Mstep: Class 24 contains 39379 members 
Mstep: Class 25 contains 267769 members 
Mstep: Class 26 contains 14936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618224.000000 Penalty: 90644.539062
Iteration 230Q: 27 clusters Score -1.546182e+08 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 77025 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10756 members 
Mstep: Class 8 contains 17980 members 
Mstep: Class 9 contains 266196 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10553 members 
Mstep: Class 12 contains 58439 members 
Mstep: Class 13 contains 20263 members 
Mstep: Class 14 contains 22567 members 
Mstep: Class 15 contains 28439 members 
Mstep: Class 16 contains 75264 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 111354 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 188206 members 
Mstep: Class 21 contains 20600 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8357 members 
Mstep: Class 24 contains 39380 members 
Mstep: Class 25 contains 268389 members 
Mstep: Class 26 contains 14934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618128.000000 Penalty: 90644.539062
Iteration 231Q: 27 clusters Score -1.546181e+08 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 77008 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10761 members 
Mstep: Class 8 contains 17985 members 
Mstep: Class 9 contains 265399 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10544 members 
Mstep: Class 12 contains 58438 members 
Mstep: Class 13 contains 20265 members 
Mstep: Class 14 contains 22566 members 
Mstep: Class 15 contains 28436 members 
Mstep: Class 16 contains 75620 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 111423 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 188023 members 
Mstep: Class 21 contains 20596 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8365 members 
Mstep: Class 24 contains 39379 members 
Mstep: Class 25 contains 268972 members 
Mstep: Class 26 contains 14929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617952.000000 Penalty: 90644.539062
Iteration 232Q: 27 clusters Score -1.54618e+08 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 76975 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10764 members 
Mstep: Class 8 contains 17981 members 
Mstep: Class 9 contains 264642 members 
Mstep: Class 10 contains 4223 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 58415 members 
Mstep: Class 13 contains 20271 members 
Mstep: Class 14 contains 22569 members 
Mstep: Class 15 contains 28432 members 
Mstep: Class 16 contains 75979 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 111494 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 187854 members 
Mstep: Class 21 contains 20581 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8377 members 
Mstep: Class 24 contains 39380 members 
Mstep: Class 25 contains 269533 members 
Mstep: Class 26 contains 14920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618624.000000 Penalty: 90644.539062
Iteration 233Q: 27 clusters Score -1.546186e+08 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 76948 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2785 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10766 members 
Mstep: Class 8 contains 17986 members 
Mstep: Class 9 contains 263946 members 
Mstep: Class 10 contains 4221 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 58401 members 
Mstep: Class 13 contains 20270 members 
Mstep: Class 14 contains 22568 members 
Mstep: Class 15 contains 28430 members 
Mstep: Class 16 contains 76301 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 111545 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 187664 members 
Mstep: Class 21 contains 20580 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8388 members 
Mstep: Class 24 contains 39378 members 
Mstep: Class 25 contains 270089 members 
Mstep: Class 26 contains 14907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618688.000000 Penalty: 90644.539062
Iteration 234Q: 27 clusters Score -1.546187e+08 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 76924 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2785 members 
Mstep: Class 5 contains 4013 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10762 members 
Mstep: Class 8 contains 18000 members 
Mstep: Class 9 contains 263293 members 
Mstep: Class 10 contains 4219 members 
Mstep: Class 11 contains 10533 members 
Mstep: Class 12 contains 58389 members 
Mstep: Class 13 contains 20276 members 
Mstep: Class 14 contains 22564 members 
Mstep: Class 15 contains 28430 members 
Mstep: Class 16 contains 76627 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 111594 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 187472 members 
Mstep: Class 21 contains 20575 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8402 members 
Mstep: Class 24 contains 39367 members 
Mstep: Class 25 contains 270585 members 
Mstep: Class 26 contains 14903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618880.000000 Penalty: 90644.539062
Iteration 235Q: 27 clusters Score -1.546189e+08 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 76930 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2785 members 
Mstep: Class 5 contains 4013 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10769 members 
Mstep: Class 8 contains 17999 members 
Mstep: Class 9 contains 262584 members 
Mstep: Class 10 contains 4223 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 58369 members 
Mstep: Class 13 contains 20276 members 
Mstep: Class 14 contains 22566 members 
Mstep: Class 15 contains 28427 members 
Mstep: Class 16 contains 76927 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 111643 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 187328 members 
Mstep: Class 21 contains 20573 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8418 members 
Mstep: Class 24 contains 39356 members 
Mstep: Class 25 contains 271093 members 
Mstep: Class 26 contains 14898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618848.000000 Penalty: 90644.539062
Iteration 236Q: 27 clusters Score -1.546188e+08 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 76921 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2787 members 
Mstep: Class 5 contains 4013 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10776 members 
Mstep: Class 8 contains 17997 members 
Mstep: Class 9 contains 261826 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 10520 members 
Mstep: Class 12 contains 58339 members 
Mstep: Class 13 contains 20279 members 
Mstep: Class 14 contains 22569 members 
Mstep: Class 15 contains 28423 members 
Mstep: Class 16 contains 77206 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 111674 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 187165 members 
Mstep: Class 21 contains 20573 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8431 members 
Mstep: Class 24 contains 39347 members 
Mstep: Class 25 contains 271755 members 
Mstep: Class 26 contains 14879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619344.000000 Penalty: 90644.539062
Iteration 237Q: 27 clusters Score -1.546193e+08 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 76903 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2787 members 
Mstep: Class 5 contains 4013 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10781 members 
Mstep: Class 8 contains 17980 members 
Mstep: Class 9 contains 261113 members 
Mstep: Class 10 contains 4229 members 
Mstep: Class 11 contains 10512 members 
Mstep: Class 12 contains 58313 members 
Mstep: Class 13 contains 20280 members 
Mstep: Class 14 contains 22574 members 
Mstep: Class 15 contains 28422 members 
Mstep: Class 16 contains 77493 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 111709 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 186978 members 
Mstep: Class 21 contains 20574 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8436 members 
Mstep: Class 24 contains 39339 members 
Mstep: Class 25 contains 272418 members 
Mstep: Class 26 contains 14849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619472.000000 Penalty: 90644.539062
Iteration 238Q: 27 clusters Score -1.546195e+08 nChanged 2770
Entering ConstructFrom: 
Score: -154619472.000000 Penalty: 90644.539062
Entering ConstructFrom: 
Trying to split cluster 1 (14963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Entering Unmasked Estep 
Score: -1785902.750000 Penalty: 2384.107178
	Iteration 0F: 2 clusters Score -1785903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1775051.750000 Penalty: 4768.214355
	Iteration 0F: 3 clusters Score -1775052 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1778931.125000 Penalty: 4768.214355
	Iteration 1F: 3 clusters Score -1778931 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1779741.375000 Penalty: 4768.214355
	Iteration 2F: 3 clusters Score -1779741 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1780518.625000 Penalty: 4768.214355
	Iteration 3F: 3 clusters Score -1780519 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1781145.375000 Penalty: 4768.214355
	Iteration 4F: 3 clusters Score -1781145 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1781648.625000 Penalty: 4768.214355
	Iteration 5F: 3 clusters Score -1781649 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1782053.375000 Penalty: 4768.214355
	Iteration 6Q: 3 clusters Score -1782053 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1782365.625000 Penalty: 4768.214355
	Iteration 7Q: 3 clusters Score -1782366 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1782564.250000 Penalty: 4768.214355
	Iteration 8Q: 3 clusters Score -1782564 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1782748.500000 Penalty: 4768.214355
	Iteration 9Q: 3 clusters Score -1782748 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1782875.250000 Penalty: 4768.214355
	Iteration 10Q: 3 clusters Score -1782875 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1782985.125000 Penalty: 4768.214355
	Iteration 11Q: 3 clusters Score -1782985 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1783066.500000 Penalty: 4768.214355
	Iteration 12Q: 3 clusters Score -1783066 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1783132.625000 Penalty: 4768.214355
	Iteration 13Q: 3 clusters Score -1783133 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1783181.125000 Penalty: 4768.214355
	Iteration 14Q: 3 clusters Score -1783181 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1783205.500000 Penalty: 4768.214355
	Iteration 15Q: 3 clusters Score -1783206 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1783226.875000 Penalty: 4768.214355
	Iteration 16Q: 3 clusters Score -1783227 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1783240.625000 Penalty: 4768.214355
	Iteration 17Q: 3 clusters Score -1783241 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1783252.250000 Penalty: 4768.214355
	Iteration 18Q: 3 clusters Score -1783252 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1783272.125000 Penalty: 4768.214355
	Iteration 19Q: 3 clusters Score -1783272 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1783292.375000 Penalty: 4768.214355
	Iteration 20F: 3 clusters Score -1783292 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1783322.250000 Penalty: 4768.214355
	Iteration 21Q: 3 clusters Score -1783322 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1783346.750000 Penalty: 4768.214355
	Iteration 22Q: 3 clusters Score -1783347 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1783371.375000 Penalty: 4768.214355
	Iteration 23Q: 3 clusters Score -1783371 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1783410.500000 Penalty: 4768.214355
	Iteration 24Q: 3 clusters Score -1783410 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1783443.625000 Penalty: 4768.214355
	Iteration 25Q: 3 clusters Score -1783444 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1783472.875000 Penalty: 4768.214355
	Iteration 26Q: 3 clusters Score -1783473 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1783510.375000 Penalty: 4768.214355
	Iteration 27Q: 3 clusters Score -1783510 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1783545.250000 Penalty: 4768.214355
	Iteration 28Q: 3 clusters Score -1783545 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1783588.000000 Penalty: 4768.214355
	Iteration 29Q: 3 clusters Score -1783588 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1783645.250000 Penalty: 4768.214355
	Iteration 30Q: 3 clusters Score -1783645 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1783687.875000 Penalty: 4768.214355
	Iteration 31Q: 3 clusters Score -1783688 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1783742.375000 Penalty: 4768.214355
	Iteration 32Q: 3 clusters Score -1783742 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1783805.375000 Penalty: 4768.214355
	Iteration 33Q: 3 clusters Score -1783805 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1783873.375000 Penalty: 4768.214355
	Iteration 34Q: 3 clusters Score -1783873 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1783912.625000 Penalty: 4768.214355
	Iteration 35Q: 3 clusters Score -1783913 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1783963.625000 Penalty: 4768.214355
	Iteration 36Q: 3 clusters Score -1783964 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1784000.750000 Penalty: 4768.214355
	Iteration 37Q: 3 clusters Score -1784001 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1784028.125000 Penalty: 4768.214355
	Iteration 38Q: 3 clusters Score -1784028 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1784054.875000 Penalty: 4768.214355
	Iteration 39Q: 3 clusters Score -1784055 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1784059.500000 Penalty: 4768.214355
	Iteration 40F: 3 clusters Score -1784060 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1784080.000000 Penalty: 4768.214355
	Iteration 41Q: 3 clusters Score -1784080 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1784092.250000 Penalty: 4768.214355
	Iteration 42Q: 3 clusters Score -1784092 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1784102.250000 Penalty: 4768.214355
	Iteration 43Q: 3 clusters Score -1784102 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1784110.875000 Penalty: 4768.214355
	Iteration 44Q: 3 clusters Score -1784111 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1784123.875000 Penalty: 4768.214355
	Iteration 45Q: 3 clusters Score -1784124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1784127.000000 Penalty: 4768.214355
	Iteration 46Q: 3 clusters Score -1784127 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1784131.375000 Penalty: 4768.214355
	Iteration 47Q: 3 clusters Score -1784131 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1784134.250000 Penalty: 4768.214355
	Iteration 48Q: 3 clusters Score -1784134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1784134.000000 Penalty: 4768.214355
	Iteration 49Q: 3 clusters Score -1784134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1784135.500000 Penalty: 4768.214355
	Iteration 50Q: 3 clusters Score -1784136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1784140.375000 Penalty: 4768.214355
	Iteration 51Q: 3 clusters Score -1784140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1784144.125000 Penalty: 4768.214355
	Iteration 52Q: 3 clusters Score -1784144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1784147.875000 Penalty: 4768.214355
	Iteration 53Q: 3 clusters Score -1784148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1784149.250000 Penalty: 4768.214355
	Iteration 54Q: 3 clusters Score -1784149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1784155.000000 Penalty: 4768.214355
	Iteration 55Q: 3 clusters Score -1784155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1784160.250000 Penalty: 4768.214355
	Iteration 56Q: 3 clusters Score -1784160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1784157.875000 Penalty: 4768.214355
	Iteration 57Q: 3 clusters Score -1784158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1784167.250000 Penalty: 4768.214355
	Iteration 58Q: 3 clusters Score -1784167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1784166.125000 Penalty: 4768.214355
	Iteration 59Q: 3 clusters Score -1784166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1784170.000000 Penalty: 4768.214355
	Iteration 60F: 3 clusters Score -1784170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1784168.000000 Penalty: 4768.214355
	Iteration 61Q: 3 clusters Score -1784168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1784170.250000 Penalty: 4768.214355
	Iteration 62Q: 3 clusters Score -1784170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1784173.625000 Penalty: 4768.214355
	Iteration 63Q: 3 clusters Score -1784174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1784176.125000 Penalty: 4768.214355
	Iteration 64Q: 3 clusters Score -1784176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1784179.750000 Penalty: 4768.214355
	Iteration 65Q: 3 clusters Score -1784180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1784176.375000 Penalty: 4768.214355
	Iteration 66Q: 3 clusters Score -1784176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1784172.375000 Penalty: 4768.214355
	Iteration 67Q: 3 clusters Score -1784172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1784176.625000 Penalty: 4768.214355
	Iteration 68Q: 3 clusters Score -1784177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1784182.125000 Penalty: 4768.214355
	Iteration 69Q: 3 clusters Score -1784182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1784181.250000 Penalty: 4768.214355
	Iteration 70Q: 3 clusters Score -1784181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1784180.625000 Penalty: 4768.214355
	Iteration 71Q: 3 clusters Score -1784181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1784182.250000 Penalty: 4768.214355
	Iteration 72Q: 3 clusters Score -1784182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1784180.625000 Penalty: 4768.214355
	Iteration 73Q: 3 clusters Score -1784181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1784181.375000 Penalty: 4768.214355
	Iteration 74Q: 3 clusters Score -1784181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1784181.750000 Penalty: 4768.214355
	Iteration 75Q: 3 clusters Score -1784182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1784184.500000 Penalty: 4768.214355
	Iteration 76Q: 3 clusters Score -1784184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1784186.125000 Penalty: 4768.214355
	Iteration 77Q: 3 clusters Score -1784186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1784188.500000 Penalty: 4768.214355
	Iteration 78Q: 3 clusters Score -1784188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1784187.125000 Penalty: 4768.214355
	Iteration 79Q: 3 clusters Score -1784187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1784185.500000 Penalty: 4768.214355
	Iteration 80F: 3 clusters Score -1784186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1784181.750000 Penalty: 4768.214355
	Iteration 81Q: 3 clusters Score -1784182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1784183.500000 Penalty: 4768.214355
	Iteration 82Q: 3 clusters Score -1784184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1784183.500000 Penalty: 4768.214355
	Iteration 83F: 3 clusters Score -1784184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (76908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76908 members 
Entering Unmasked Estep 
Score: -9303191.000000 Penalty: 2790.090576
	Iteration 0F: 2 clusters Score -9303191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -9251652.000000 Penalty: 5580.181152
	Iteration 0F: 3 clusters Score -9251652 nChanged 35967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -9271946.000000 Penalty: 5580.181152
	Iteration 1F: 3 clusters Score -9271946 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -9272583.000000 Penalty: 5580.181152
	Iteration 2Q: 3 clusters Score -9272583 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -9273388.000000 Penalty: 5580.181152
	Iteration 3Q: 3 clusters Score -9273388 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -9274370.000000 Penalty: 5580.181152
	Iteration 4Q: 3 clusters Score -9274370 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -9275935.000000 Penalty: 5580.181152
	Iteration 5Q: 3 clusters Score -9275935 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -9278720.000000 Penalty: 5580.181152
	Iteration 6F: 3 clusters Score -9278720 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 58582 members 
Entering Unmasked Estep 
Score: -9283249.000000 Penalty: 5580.181152
	Iteration 7F: 3 clusters Score -9283249 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 65314 members 
Entering Unmasked Estep 
Score: -9289344.000000 Penalty: 5580.181152
	Iteration 8F: 3 clusters Score -9289344 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 71217 members 
Entering Unmasked Estep 
Score: -9295199.000000 Penalty: 5580.181152
	Iteration 9F: 3 clusters Score -9295199 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 74743 members 
Entering Unmasked Estep 
Score: -9298748.000000 Penalty: 5580.181152
	Iteration 10Q: 3 clusters Score -9298748 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 76122 members 
Entering Unmasked Estep 
Score: -9300040.000000 Penalty: 5580.181152
	Iteration 11Q: 3 clusters Score -9300040 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 76517 members 
Entering Unmasked Estep 
Score: -9300404.000000 Penalty: 5580.181152
	Iteration 12Q: 3 clusters Score -9300404 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 76625 members 
Entering Unmasked Estep 
Score: -9300583.000000 Penalty: 5580.181152
	Iteration 13Q: 3 clusters Score -9300583 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 76654 members 
Entering Unmasked Estep 
Score: -9300675.000000 Penalty: 5580.181152
	Iteration 14Q: 3 clusters Score -9300675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 76668 members 
Entering Unmasked Estep 
Score: -9300710.000000 Penalty: 5580.181152
	Iteration 15Q: 3 clusters Score -9300710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 76674 members 
Entering Unmasked Estep 
Score: -9300730.000000 Penalty: 5580.181152
	Iteration 16Q: 3 clusters Score -9300730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 76677 members 
Entering Unmasked Estep 
Score: -9300746.000000 Penalty: 5580.181152
	Iteration 17Q: 3 clusters Score -9300746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 76677 members 
Entering Unmasked Estep 
Score: -9300743.000000 Penalty: 5580.181152
	Iteration 18Q: 3 clusters Score -9300743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 76679 members 
Entering Unmasked Estep 
Score: -9300753.000000 Penalty: 5580.181152
	Iteration 19Q: 3 clusters Score -9300753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 76681 members 
Entering Unmasked Estep 
Score: -9300757.000000 Penalty: 5580.181152
	Iteration 20F: 3 clusters Score -9300757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 76683 members 
Entering Unmasked Estep 
Score: -9300754.000000 Penalty: 5580.181152
	Iteration 21Q: 3 clusters Score -9300754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 76683 members 
Entering Unmasked Estep 
Score: -9300754.000000 Penalty: 5580.181152
	Iteration 22F: 3 clusters Score -9300754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -63054.367188 Penalty: 1580.583252
	Iteration 0F: 2 clusters Score -63054.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61495.421875 Penalty: 3161.166504
	Iteration 0F: 3 clusters Score -61495.42 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61810.527344 Penalty: 3161.166504
	Iteration 1F: 3 clusters Score -61810.53 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61925.144531 Penalty: 3161.166504
	Iteration 2F: 3 clusters Score -61925.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61986.960938 Penalty: 3161.166504
	Iteration 3Q: 3 clusters Score -61986.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62029.671875 Penalty: 3161.166504
	Iteration 4Q: 3 clusters Score -62029.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62070.687500 Penalty: 3161.166504
	Iteration 5Q: 3 clusters Score -62070.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62124.925781 Penalty: 3161.166504
	Iteration 6Q: 3 clusters Score -62124.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62222.859375 Penalty: 3161.166504
	Iteration 7Q: 3 clusters Score -62222.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62306.558594 Penalty: 3161.166504
	Iteration 8Q: 3 clusters Score -62306.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -62470.964844 Penalty: 3161.166504
	Iteration 9Q: 3 clusters Score -62470.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -62625.332031 Penalty: 3161.166504
	Iteration 10Q: 3 clusters Score -62625.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -62795.894531 Penalty: 3161.166504
	Iteration 11Q: 3 clusters Score -62795.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -62876.593750 Penalty: 3161.166504
	Iteration 12Q: 3 clusters Score -62876.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62897.804688 Penalty: 3161.166504
	Iteration 13Q: 3 clusters Score -62897.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -62908.367188 Penalty: 3161.166504
	Iteration 14Q: 3 clusters Score -62908.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62910.902344 Penalty: 3161.166504
	Iteration 15Q: 3 clusters Score -62910.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62911.257812 Penalty: 3161.166504
	Iteration 16F: 3 clusters Score -62911.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62915.945312 Penalty: 3161.166504
	Iteration 17Q: 3 clusters Score -62915.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62932.488281 Penalty: 3161.166504
	Iteration 18Q: 3 clusters Score -62932.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62949.867188 Penalty: 3161.166504
	Iteration 19Q: 3 clusters Score -62949.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62965.246094 Penalty: 3161.166504
	Iteration 20F: 3 clusters Score -62965.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62969.886719 Penalty: 3161.166504
	Iteration 21Q: 3 clusters Score -62969.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -62973.003906 Penalty: 3161.166504
	Iteration 22Q: 3 clusters Score -62973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -62973.003906 Penalty: 3161.166504
	Iteration 23F: 3 clusters Score -62973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Entering Unmasked Estep 
Score: -315616.812500 Penalty: 1967.314819
	Iteration 0F: 2 clusters Score -315616.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -312427.812500 Penalty: 3934.629639
	Iteration 0F: 3 clusters Score -312427.8 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -313050.281250 Penalty: 3934.629639
	Iteration 1F: 3 clusters Score -313050.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -313211.468750 Penalty: 3934.629639
	Iteration 2F: 3 clusters Score -313211.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -313303.062500 Penalty: 3934.629639
	Iteration 3Q: 3 clusters Score -313303.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -313362.187500 Penalty: 3934.629639
	Iteration 4Q: 3 clusters Score -313362.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -313404.281250 Penalty: 3934.629639
	Iteration 5Q: 3 clusters Score -313404.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -313450.187500 Penalty: 3934.629639
	Iteration 6Q: 3 clusters Score -313450.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -313514.343750 Penalty: 3934.629639
	Iteration 7Q: 3 clusters Score -313514.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -313561.000000 Penalty: 3934.629639
	Iteration 8Q: 3 clusters Score -313561 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -313592.906250 Penalty: 3934.629639
	Iteration 9Q: 3 clusters Score -313592.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -313627.218750 Penalty: 3934.629639
	Iteration 10Q: 3 clusters Score -313627.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -313660.000000 Penalty: 3934.629639
	Iteration 11Q: 3 clusters Score -313660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -313694.656250 Penalty: 3934.629639
	Iteration 12Q: 3 clusters Score -313694.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -313722.312500 Penalty: 3934.629639
	Iteration 13Q: 3 clusters Score -313722.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -313747.375000 Penalty: 3934.629639
	Iteration 14Q: 3 clusters Score -313747.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -313768.437500 Penalty: 3934.629639
	Iteration 15Q: 3 clusters Score -313768.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -313786.625000 Penalty: 3934.629639
	Iteration 16Q: 3 clusters Score -313786.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -313808.125000 Penalty: 3934.629639
	Iteration 17Q: 3 clusters Score -313808.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -313825.781250 Penalty: 3934.629639
	Iteration 18Q: 3 clusters Score -313825.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -313838.375000 Penalty: 3934.629639
	Iteration 19Q: 3 clusters Score -313838.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -313850.500000 Penalty: 3934.629639
	Iteration 20F: 3 clusters Score -313850.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -313859.125000 Penalty: 3934.629639
	Iteration 21Q: 3 clusters Score -313859.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -313865.750000 Penalty: 3934.629639
	Iteration 22Q: 3 clusters Score -313865.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -313871.312500 Penalty: 3934.629639
	Iteration 23Q: 3 clusters Score -313871.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -313876.531250 Penalty: 3934.629639
	Iteration 24Q: 3 clusters Score -313876.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -313880.093750 Penalty: 3934.629639
	Iteration 25Q: 3 clusters Score -313880.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -313883.437500 Penalty: 3934.629639
	Iteration 26Q: 3 clusters Score -313883.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -313888.093750 Penalty: 3934.629639
	Iteration 27Q: 3 clusters Score -313888.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -313891.531250 Penalty: 3934.629639
	Iteration 28Q: 3 clusters Score -313891.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -313894.468750 Penalty: 3934.629639
	Iteration 29Q: 3 clusters Score -313894.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -313896.750000 Penalty: 3934.629639
	Iteration 30Q: 3 clusters Score -313896.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -313897.781250 Penalty: 3934.629639
	Iteration 31Q: 3 clusters Score -313897.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -313897.937500 Penalty: 3934.629639
	Iteration 32Q: 3 clusters Score -313897.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -313899.250000 Penalty: 3934.629639
	Iteration 33Q: 3 clusters Score -313899.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -313900.468750 Penalty: 3934.629639
	Iteration 34Q: 3 clusters Score -313900.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -313900.562500 Penalty: 3934.629639
	Iteration 35Q: 3 clusters Score -313900.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -313902.500000 Penalty: 3934.629639
	Iteration 36Q: 3 clusters Score -313902.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -313902.656250 Penalty: 3934.629639
	Iteration 37Q: 3 clusters Score -313902.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -313902.656250 Penalty: 3934.629639
	Iteration 38F: 3 clusters Score -313902.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Entering Unmasked Estep 
Score: -487702.781250 Penalty: 2057.729004
	Iteration 0F: 2 clusters Score -487702.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -483868.187500 Penalty: 4115.458008
	Iteration 0F: 3 clusters Score -483868.2 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -484740.781250 Penalty: 4115.458008
	Iteration 1F: 3 clusters Score -484740.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -484903.218750 Penalty: 4115.458008
	Iteration 2F: 3 clusters Score -484903.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -484987.250000 Penalty: 4115.458008
	Iteration 3Q: 3 clusters Score -484987.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -485041.781250 Penalty: 4115.458008
	Iteration 4Q: 3 clusters Score -485041.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -485079.468750 Penalty: 4115.458008
	Iteration 5Q: 3 clusters Score -485079.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -485110.937500 Penalty: 4115.458008
	Iteration 6Q: 3 clusters Score -485110.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -485145.250000 Penalty: 4115.458008
	Iteration 7Q: 3 clusters Score -485145.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -485170.062500 Penalty: 4115.458008
	Iteration 8Q: 3 clusters Score -485170.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -485188.812500 Penalty: 4115.458008
	Iteration 9Q: 3 clusters Score -485188.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -485211.750000 Penalty: 4115.458008
	Iteration 10Q: 3 clusters Score -485211.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -485232.500000 Penalty: 4115.458008
	Iteration 11Q: 3 clusters Score -485232.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -485252.906250 Penalty: 4115.458008
	Iteration 12Q: 3 clusters Score -485252.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -485271.656250 Penalty: 4115.458008
	Iteration 13Q: 3 clusters Score -485271.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -485287.718750 Penalty: 4115.458008
	Iteration 14Q: 3 clusters Score -485287.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -485296.406250 Penalty: 4115.458008
	Iteration 15Q: 3 clusters Score -485296.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -485305.500000 Penalty: 4115.458008
	Iteration 16Q: 3 clusters Score -485305.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -485314.468750 Penalty: 4115.458008
	Iteration 17Q: 3 clusters Score -485314.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -485323.812500 Penalty: 4115.458008
	Iteration 18Q: 3 clusters Score -485323.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -485333.968750 Penalty: 4115.458008
	Iteration 19Q: 3 clusters Score -485334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -485344.812500 Penalty: 4115.458008
	Iteration 20F: 3 clusters Score -485344.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -485351.187500 Penalty: 4115.458008
	Iteration 21Q: 3 clusters Score -485351.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -485358.218750 Penalty: 4115.458008
	Iteration 22Q: 3 clusters Score -485358.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -485368.937500 Penalty: 4115.458008
	Iteration 23Q: 3 clusters Score -485368.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -485382.562500 Penalty: 4115.458008
	Iteration 24Q: 3 clusters Score -485382.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -485389.875000 Penalty: 4115.458008
	Iteration 25Q: 3 clusters Score -485389.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -485402.093750 Penalty: 4115.458008
	Iteration 26Q: 3 clusters Score -485402.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -485414.187500 Penalty: 4115.458008
	Iteration 27Q: 3 clusters Score -485414.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -485428.625000 Penalty: 4115.458008
	Iteration 28Q: 3 clusters Score -485428.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -485443.406250 Penalty: 4115.458008
	Iteration 29Q: 3 clusters Score -485443.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -485457.187500 Penalty: 4115.458008
	Iteration 30Q: 3 clusters Score -485457.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -485466.468750 Penalty: 4115.458008
	Iteration 31Q: 3 clusters Score -485466.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -485475.781250 Penalty: 4115.458008
	Iteration 32Q: 3 clusters Score -485475.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -485492.343750 Penalty: 4115.458008
	Iteration 33Q: 3 clusters Score -485492.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -485508.937500 Penalty: 4115.458008
	Iteration 34Q: 3 clusters Score -485508.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -485517.281250 Penalty: 4115.458008
	Iteration 35Q: 3 clusters Score -485517.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -485526.593750 Penalty: 4115.458008
	Iteration 36Q: 3 clusters Score -485526.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -485538.218750 Penalty: 4115.458008
	Iteration 37Q: 3 clusters Score -485538.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -485549.343750 Penalty: 4115.458008
	Iteration 38Q: 3 clusters Score -485549.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -485562.187500 Penalty: 4115.458008
	Iteration 39Q: 3 clusters Score -485562.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -485579.812500 Penalty: 4115.458008
	Iteration 40F: 3 clusters Score -485579.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -485592.093750 Penalty: 4115.458008
	Iteration 41Q: 3 clusters Score -485592.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -485600.500000 Penalty: 4115.458008
	Iteration 42Q: 3 clusters Score -485600.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -485611.531250 Penalty: 4115.458008
	Iteration 43Q: 3 clusters Score -485611.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -485620.343750 Penalty: 4115.458008
	Iteration 44Q: 3 clusters Score -485620.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -485632.093750 Penalty: 4115.458008
	Iteration 45Q: 3 clusters Score -485632.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -485643.812500 Penalty: 4115.458008
	Iteration 46Q: 3 clusters Score -485643.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -485658.031250 Penalty: 4115.458008
	Iteration 47Q: 3 clusters Score -485658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -485664.656250 Penalty: 4115.458008
	Iteration 48Q: 3 clusters Score -485664.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -485670.843750 Penalty: 4115.458008
	Iteration 49Q: 3 clusters Score -485670.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -485678.000000 Penalty: 4115.458008
	Iteration 50Q: 3 clusters Score -485678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -485683.250000 Penalty: 4115.458008
	Iteration 51Q: 3 clusters Score -485683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -485683.375000 Penalty: 4115.458008
	Iteration 52Q: 3 clusters Score -485683.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -485683.937500 Penalty: 4115.458008
	Iteration 53Q: 3 clusters Score -485683.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -485684.593750 Penalty: 4115.458008
	Iteration 54Q: 3 clusters Score -485684.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -485684.593750 Penalty: 4115.458008
	Iteration 55F: 3 clusters Score -485684.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -46166.210938 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -46166.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44812.039062 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -44812.04 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45149.187500 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -45149.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45277.972656 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -45277.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45410.218750 Penalty: 3050.698975
	Iteration 3F: 3 clusters Score -45410.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45491.195312 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -45491.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45598.855469 Penalty: 3050.698975
	Iteration 5F: 3 clusters Score -45598.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -45764.117188 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -45764.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -45850.070312 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -45850.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -46003.957031 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -46003.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -46267.691406 Penalty: 3050.698975
	Iteration 9Q: 3 clusters Score -46267.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46467.871094 Penalty: 3050.698975
	Iteration 10Q: 3 clusters Score -46467.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -46695.660156 Penalty: 3050.698975
	Iteration 11Q: 3 clusters Score -46695.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46857.667969 Penalty: 3050.698975
	Iteration 12Q: 3 clusters Score -46857.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46962.585938 Penalty: 3050.698975
	Iteration 13Q: 3 clusters Score -46962.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47061.191406 Penalty: 3050.698975
	Iteration 14Q: 3 clusters Score -47061.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47215.593750 Penalty: 3050.698975
	Iteration 15Q: 3 clusters Score -47215.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47267.746094 Penalty: 3050.698975
	Iteration 16Q: 3 clusters Score -47267.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47279.824219 Penalty: 3050.698975
	Iteration 17F: 3 clusters Score -47279.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47311.023438 Penalty: 3050.698975
	Iteration 18Q: 3 clusters Score -47311.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47330.828125 Penalty: 3050.698975
	Iteration 19Q: 3 clusters Score -47330.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47341.570312 Penalty: 3050.698975
	Iteration 20F: 3 clusters Score -47341.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47343.824219 Penalty: 3050.698975
	Iteration 21Q: 3 clusters Score -47343.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47343.824219 Penalty: 3050.698975
	Iteration 22F: 3 clusters Score -47343.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 76908 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2787 members 
Mstep: Class 5 contains 4013 members 
Mstep: Class 6 contains 253 members 
Mstep: Class 7 contains 10783 members 
Mstep: Class 8 contains 17969 members 
Mstep: Class 9 contains 260401 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10511 members 
Mstep: Class 12 contains 58271 members 
Mstep: Class 13 contains 20286 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28422 members 
Mstep: Class 16 contains 77764 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 111766 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 186817 members 
Mstep: Class 21 contains 20578 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8438 members 
Mstep: Class 24 contains 39333 members 
Mstep: Class 25 contains 273026 members 
Mstep: Class 26 contains 14826 members 
Mstep: Class 27 contains 216 members 
Entering Unmasked Estep 
Score: -154618768.000000 Penalty: 94130.875000
Splitting cluster 6 changes total score from -154619472.000000 to -154618768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Entering Unmasked Estep 
Score: -1350979.625000 Penalty: 2302.860107
	Iteration 0F: 2 clusters Score -1350980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1342828.000000 Penalty: 4605.720215
	Iteration 0F: 3 clusters Score -1342828 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1345396.000000 Penalty: 4605.720215
	Iteration 1F: 3 clusters Score -1345396 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1345784.125000 Penalty: 4605.720215
	Iteration 2F: 3 clusters Score -1345784 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1346075.000000 Penalty: 4605.720215
	Iteration 3F: 3 clusters Score -1346075 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1346322.250000 Penalty: 4605.720215
	Iteration 4Q: 3 clusters Score -1346322 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1346559.625000 Penalty: 4605.720215
	Iteration 5Q: 3 clusters Score -1346560 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1346833.125000 Penalty: 4605.720215
	Iteration 6Q: 3 clusters Score -1346833 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1347131.500000 Penalty: 4605.720215
	Iteration 7Q: 3 clusters Score -1347132 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1347426.250000 Penalty: 4605.720215
	Iteration 8Q: 3 clusters Score -1347426 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1347707.125000 Penalty: 4605.720215
	Iteration 9Q: 3 clusters Score -1347707 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1347955.500000 Penalty: 4605.720215
	Iteration 10Q: 3 clusters Score -1347956 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1348204.250000 Penalty: 4605.720215
	Iteration 11Q: 3 clusters Score -1348204 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1348399.750000 Penalty: 4605.720215
	Iteration 12Q: 3 clusters Score -1348400 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1348517.625000 Penalty: 4605.720215
	Iteration 13Q: 3 clusters Score -1348518 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1348616.125000 Penalty: 4605.720215
	Iteration 14Q: 3 clusters Score -1348616 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1348702.500000 Penalty: 4605.720215
	Iteration 15Q: 3 clusters Score -1348702 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1348768.500000 Penalty: 4605.720215
	Iteration 16Q: 3 clusters Score -1348768 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1348816.125000 Penalty: 4605.720215
	Iteration 17Q: 3 clusters Score -1348816 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1348866.250000 Penalty: 4605.720215
	Iteration 18Q: 3 clusters Score -1348866 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1348911.000000 Penalty: 4605.720215
	Iteration 19Q: 3 clusters Score -1348911 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1348945.250000 Penalty: 4605.720215
	Iteration 20F: 3 clusters Score -1348945 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1348966.625000 Penalty: 4605.720215
	Iteration 21Q: 3 clusters Score -1348967 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1348986.750000 Penalty: 4605.720215
	Iteration 22Q: 3 clusters Score -1348987 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1349000.750000 Penalty: 4605.720215
	Iteration 23Q: 3 clusters Score -1349001 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1349014.875000 Penalty: 4605.720215
	Iteration 24Q: 3 clusters Score -1349015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1349024.875000 Penalty: 4605.720215
	Iteration 25Q: 3 clusters Score -1349025 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1349036.125000 Penalty: 4605.720215
	Iteration 26Q: 3 clusters Score -1349036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1349037.125000 Penalty: 4605.720215
	Iteration 27Q: 3 clusters Score -1349037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1349040.750000 Penalty: 4605.720215
	Iteration 28Q: 3 clusters Score -1349041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1349046.000000 Penalty: 4605.720215
	Iteration 29Q: 3 clusters Score -1349046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1349048.500000 Penalty: 4605.720215
	Iteration 30Q: 3 clusters Score -1349048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1349054.375000 Penalty: 4605.720215
	Iteration 31Q: 3 clusters Score -1349054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1349059.500000 Penalty: 4605.720215
	Iteration 32Q: 3 clusters Score -1349060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1349062.000000 Penalty: 4605.720215
	Iteration 33Q: 3 clusters Score -1349062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1349066.375000 Penalty: 4605.720215
	Iteration 34Q: 3 clusters Score -1349066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1349066.250000 Penalty: 4605.720215
	Iteration 35Q: 3 clusters Score -1349066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1349068.750000 Penalty: 4605.720215
	Iteration 36Q: 3 clusters Score -1349069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1349070.375000 Penalty: 4605.720215
	Iteration 37Q: 3 clusters Score -1349070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1349071.250000 Penalty: 4605.720215
	Iteration 38Q: 3 clusters Score -1349071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1349070.625000 Penalty: 4605.720215
	Iteration 39Q: 3 clusters Score -1349071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1349071.750000 Penalty: 4605.720215
	Iteration 40F: 3 clusters Score -1349072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1349070.125000 Penalty: 4605.720215
	Iteration 41Q: 3 clusters Score -1349070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1349068.500000 Penalty: 4605.720215
	Iteration 42Q: 3 clusters Score -1349068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1349071.375000 Penalty: 4605.720215
	Iteration 43Q: 3 clusters Score -1349071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1349073.500000 Penalty: 4605.720215
	Iteration 44Q: 3 clusters Score -1349074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1349075.250000 Penalty: 4605.720215
	Iteration 45Q: 3 clusters Score -1349075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1349074.875000 Penalty: 4605.720215
	Iteration 46Q: 3 clusters Score -1349075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1349074.500000 Penalty: 4605.720215
	Iteration 47Q: 3 clusters Score -1349074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1349075.625000 Penalty: 4605.720215
	Iteration 48Q: 3 clusters Score -1349076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1349078.750000 Penalty: 4605.720215
	Iteration 49Q: 3 clusters Score -1349079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1349080.750000 Penalty: 4605.720215
	Iteration 50Q: 3 clusters Score -1349081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1349079.250000 Penalty: 4605.720215
	Iteration 51Q: 3 clusters Score -1349079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1349084.000000 Penalty: 4605.720215
	Iteration 52Q: 3 clusters Score -1349084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1349081.625000 Penalty: 4605.720215
	Iteration 53Q: 3 clusters Score -1349082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1349081.750000 Penalty: 4605.720215
	Iteration 54Q: 3 clusters Score -1349082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1349079.750000 Penalty: 4605.720215
	Iteration 55Q: 3 clusters Score -1349080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1349080.625000 Penalty: 4605.720215
	Iteration 56Q: 3 clusters Score -1349081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1349083.125000 Penalty: 4605.720215
	Iteration 57Q: 3 clusters Score -1349083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1349082.625000 Penalty: 4605.720215
	Iteration 58Q: 3 clusters Score -1349083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1349084.000000 Penalty: 4605.720215
	Iteration 59Q: 3 clusters Score -1349084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1349086.750000 Penalty: 4605.720215
	Iteration 60F: 3 clusters Score -1349087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1349086.375000 Penalty: 4605.720215
	Iteration 61Q: 3 clusters Score -1349086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1349087.750000 Penalty: 4605.720215
	Iteration 62Q: 3 clusters Score -1349088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1349087.875000 Penalty: 4605.720215
	Iteration 63Q: 3 clusters Score -1349088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1349087.375000 Penalty: 4605.720215
	Iteration 64Q: 3 clusters Score -1349087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1349089.500000 Penalty: 4605.720215
	Iteration 65Q: 3 clusters Score -1349090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1349089.625000 Penalty: 4605.720215
	Iteration 66Q: 3 clusters Score -1349090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1349087.375000 Penalty: 4605.720215
	Iteration 67Q: 3 clusters Score -1349087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1349090.500000 Penalty: 4605.720215
	Iteration 68Q: 3 clusters Score -1349090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1349089.500000 Penalty: 4605.720215
	Iteration 69Q: 3 clusters Score -1349090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1349093.125000 Penalty: 4605.720215
	Iteration 70Q: 3 clusters Score -1349093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1349091.875000 Penalty: 4605.720215
	Iteration 71Q: 3 clusters Score -1349092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1349092.750000 Penalty: 4605.720215
	Iteration 72Q: 3 clusters Score -1349093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1349090.875000 Penalty: 4605.720215
	Iteration 73Q: 3 clusters Score -1349091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1349092.250000 Penalty: 4605.720215
	Iteration 74Q: 3 clusters Score -1349092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1349091.750000 Penalty: 4605.720215
	Iteration 75Q: 3 clusters Score -1349092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1349095.875000 Penalty: 4605.720215
	Iteration 76Q: 3 clusters Score -1349096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1349096.625000 Penalty: 4605.720215
	Iteration 77Q: 3 clusters Score -1349097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1349096.875000 Penalty: 4605.720215
	Iteration 78Q: 3 clusters Score -1349097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1349096.875000 Penalty: 4605.720215
	Iteration 79F: 3 clusters Score -1349097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Entering Unmasked Estep 
Score: -2253350.500000 Penalty: 2429.507812
	Iteration 0F: 2 clusters Score -2253350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2240531.750000 Penalty: 4859.015625
	Iteration 0F: 3 clusters Score -2240532 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2244757.750000 Penalty: 4859.015625
	Iteration 1F: 3 clusters Score -2244758 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2245078.000000 Penalty: 4859.015625
	Iteration 2F: 3 clusters Score -2245078 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2245343.750000 Penalty: 4859.015625
	Iteration 3Q: 3 clusters Score -2245344 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2245602.750000 Penalty: 4859.015625
	Iteration 4Q: 3 clusters Score -2245603 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2245837.250000 Penalty: 4859.015625
	Iteration 5Q: 3 clusters Score -2245837 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2246089.500000 Penalty: 4859.015625
	Iteration 6Q: 3 clusters Score -2246090 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2246377.250000 Penalty: 4859.015625
	Iteration 7Q: 3 clusters Score -2246377 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2246766.000000 Penalty: 4859.015625
	Iteration 8Q: 3 clusters Score -2246766 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2247195.750000 Penalty: 4859.015625
	Iteration 9Q: 3 clusters Score -2247196 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2247698.750000 Penalty: 4859.015625
	Iteration 10Q: 3 clusters Score -2247699 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2248376.000000 Penalty: 4859.015625
	Iteration 11F: 3 clusters Score -2248376 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2249089.000000 Penalty: 4859.015625
	Iteration 12F: 3 clusters Score -2249089 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2249674.250000 Penalty: 4859.015625
	Iteration 13Q: 3 clusters Score -2249674 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2250066.750000 Penalty: 4859.015625
	Iteration 14Q: 3 clusters Score -2250067 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2250298.000000 Penalty: 4859.015625
	Iteration 15Q: 3 clusters Score -2250298 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2250452.750000 Penalty: 4859.015625
	Iteration 16Q: 3 clusters Score -2250453 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2250574.000000 Penalty: 4859.015625
	Iteration 17Q: 3 clusters Score -2250574 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2250658.000000 Penalty: 4859.015625
	Iteration 18Q: 3 clusters Score -2250658 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2250750.750000 Penalty: 4859.015625
	Iteration 19Q: 3 clusters Score -2250751 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2250814.250000 Penalty: 4859.015625
	Iteration 20F: 3 clusters Score -2250814 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2250883.750000 Penalty: 4859.015625
	Iteration 21Q: 3 clusters Score -2250884 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2250952.750000 Penalty: 4859.015625
	Iteration 22Q: 3 clusters Score -2250953 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2251026.250000 Penalty: 4859.015625
	Iteration 23Q: 3 clusters Score -2251026 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2251082.250000 Penalty: 4859.015625
	Iteration 24Q: 3 clusters Score -2251082 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2251124.250000 Penalty: 4859.015625
	Iteration 25Q: 3 clusters Score -2251124 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2251169.250000 Penalty: 4859.015625
	Iteration 26Q: 3 clusters Score -2251169 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2251207.750000 Penalty: 4859.015625
	Iteration 27Q: 3 clusters Score -2251208 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2251244.000000 Penalty: 4859.015625
	Iteration 28Q: 3 clusters Score -2251244 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2251288.500000 Penalty: 4859.015625
	Iteration 29Q: 3 clusters Score -2251288 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2251306.750000 Penalty: 4859.015625
	Iteration 30Q: 3 clusters Score -2251307 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2251335.500000 Penalty: 4859.015625
	Iteration 31Q: 3 clusters Score -2251336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2251352.750000 Penalty: 4859.015625
	Iteration 32Q: 3 clusters Score -2251353 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2251372.250000 Penalty: 4859.015625
	Iteration 33Q: 3 clusters Score -2251372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2251384.000000 Penalty: 4859.015625
	Iteration 34Q: 3 clusters Score -2251384 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2251400.500000 Penalty: 4859.015625
	Iteration 35Q: 3 clusters Score -2251400 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2251414.750000 Penalty: 4859.015625
	Iteration 36Q: 3 clusters Score -2251415 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2251421.750000 Penalty: 4859.015625
	Iteration 37Q: 3 clusters Score -2251422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2251429.250000 Penalty: 4859.015625
	Iteration 38Q: 3 clusters Score -2251429 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2251444.000000 Penalty: 4859.015625
	Iteration 39Q: 3 clusters Score -2251444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2251453.750000 Penalty: 4859.015625
	Iteration 40F: 3 clusters Score -2251454 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2251466.000000 Penalty: 4859.015625
	Iteration 41Q: 3 clusters Score -2251466 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2251477.000000 Penalty: 4859.015625
	Iteration 42Q: 3 clusters Score -2251477 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2251487.750000 Penalty: 4859.015625
	Iteration 43Q: 3 clusters Score -2251488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2251490.000000 Penalty: 4859.015625
	Iteration 44Q: 3 clusters Score -2251490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2251501.500000 Penalty: 4859.015625
	Iteration 45Q: 3 clusters Score -2251502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2251509.250000 Penalty: 4859.015625
	Iteration 46Q: 3 clusters Score -2251509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2251517.500000 Penalty: 4859.015625
	Iteration 47Q: 3 clusters Score -2251518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2251526.250000 Penalty: 4859.015625
	Iteration 48Q: 3 clusters Score -2251526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2251537.500000 Penalty: 4859.015625
	Iteration 49Q: 3 clusters Score -2251538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2251536.000000 Penalty: 4859.015625
	Iteration 50Q: 3 clusters Score -2251536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2251546.750000 Penalty: 4859.015625
	Iteration 51Q: 3 clusters Score -2251547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2251548.750000 Penalty: 4859.015625
	Iteration 52Q: 3 clusters Score -2251549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2251559.000000 Penalty: 4859.015625
	Iteration 53Q: 3 clusters Score -2251559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2251559.750000 Penalty: 4859.015625
	Iteration 54Q: 3 clusters Score -2251560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2251568.250000 Penalty: 4859.015625
	Iteration 55Q: 3 clusters Score -2251568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2251576.250000 Penalty: 4859.015625
	Iteration 56Q: 3 clusters Score -2251576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2251582.250000 Penalty: 4859.015625
	Iteration 57Q: 3 clusters Score -2251582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2251581.750000 Penalty: 4859.015625
	Iteration 58Q: 3 clusters Score -2251582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2251580.250000 Penalty: 4859.015625
	Iteration 59Q: 3 clusters Score -2251580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2251579.250000 Penalty: 4859.015625
	Iteration 60F: 3 clusters Score -2251579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2251585.250000 Penalty: 4859.015625
	Iteration 61Q: 3 clusters Score -2251585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2251588.250000 Penalty: 4859.015625
	Iteration 62Q: 3 clusters Score -2251588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2251587.250000 Penalty: 4859.015625
	Iteration 63Q: 3 clusters Score -2251587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2251588.500000 Penalty: 4859.015625
	Iteration 64Q: 3 clusters Score -2251588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2251589.250000 Penalty: 4859.015625
	Iteration 65Q: 3 clusters Score -2251589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2251594.250000 Penalty: 4859.015625
	Iteration 66Q: 3 clusters Score -2251594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2251594.250000 Penalty: 4859.015625
	Iteration 67Q: 3 clusters Score -2251594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2251593.250000 Penalty: 4859.015625
	Iteration 68Q: 3 clusters Score -2251593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2251591.500000 Penalty: 4859.015625
	Iteration 69Q: 3 clusters Score -2251592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2251590.000000 Penalty: 4859.015625
	Iteration 70Q: 3 clusters Score -2251590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2251590.500000 Penalty: 4859.015625
	Iteration 71Q: 3 clusters Score -2251590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2251592.000000 Penalty: 4859.015625
	Iteration 72Q: 3 clusters Score -2251592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2251592.500000 Penalty: 4859.015625
	Iteration 73Q: 3 clusters Score -2251592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2251594.500000 Penalty: 4859.015625
	Iteration 74Q: 3 clusters Score -2251594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2251594.500000 Penalty: 4859.015625
	Iteration 75Q: 3 clusters Score -2251594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2251597.250000 Penalty: 4859.015625
	Iteration 76Q: 3 clusters Score -2251597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2251593.000000 Penalty: 4859.015625
	Iteration 77Q: 3 clusters Score -2251593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2251594.000000 Penalty: 4859.015625
	Iteration 78Q: 3 clusters Score -2251594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2251594.250000 Penalty: 4859.015625
	Iteration 79Q: 3 clusters Score -2251594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2251594.250000 Penalty: 4859.015625
	Iteration 80F: 3 clusters Score -2251594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (260401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260401 members 
Entering Unmasked Estep 
Score: -32301584.000000 Penalty: 3092.554688
	Iteration 0F: 2 clusters Score -3.230158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130151 members 
Mstep: Class 2 contains 130250 members 
Entering Unmasked Estep 
Score: -32136548.000000 Penalty: 6185.109375
	Iteration 0F: 3 clusters Score -3.213655e+07 nChanged 126204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129713 members 
Mstep: Class 2 contains 130688 members 
Entering Unmasked Estep 
Score: -32210532.000000 Penalty: 6185.109375
	Iteration 1F: 3 clusters Score -3.221053e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129067 members 
Mstep: Class 2 contains 131334 members 
Entering Unmasked Estep 
Score: -32211560.000000 Penalty: 6185.109375
	Iteration 2Q: 3 clusters Score -3.221156e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128091 members 
Mstep: Class 2 contains 132310 members 
Entering Unmasked Estep 
Score: -32213196.000000 Penalty: 6185.109375
	Iteration 3Q: 3 clusters Score -3.22132e+07 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126979 members 
Mstep: Class 2 contains 133422 members 
Entering Unmasked Estep 
Score: -32215560.000000 Penalty: 6185.109375
	Iteration 4Q: 3 clusters Score -3.221556e+07 nChanged 9001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125818 members 
Mstep: Class 2 contains 134583 members 
Entering Unmasked Estep 
Score: -32219478.000000 Penalty: 6185.109375
	Iteration 5Q: 3 clusters Score -3.221948e+07 nChanged 11156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124820 members 
Mstep: Class 2 contains 135581 members 
Entering Unmasked Estep 
Score: -32225358.000000 Penalty: 6185.109375
	Iteration 6Q: 3 clusters Score -3.222536e+07 nChanged 14011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124705 members 
Mstep: Class 2 contains 135696 members 
Entering Unmasked Estep 
Score: -32234934.000000 Penalty: 6185.109375
	Iteration 7F: 3 clusters Score -3.223493e+07 nChanged 17502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125989 members 
Mstep: Class 2 contains 134412 members 
Entering Unmasked Estep 
Score: -32248982.000000 Penalty: 6185.109375
	Iteration 8F: 3 clusters Score -3.224898e+07 nChanged 19627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128866 members 
Mstep: Class 2 contains 131535 members 
Entering Unmasked Estep 
Score: -32264778.000000 Penalty: 6185.109375
	Iteration 9F: 3 clusters Score -3.226478e+07 nChanged 18007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132277 members 
Mstep: Class 2 contains 128124 members 
Entering Unmasked Estep 
Score: -32276566.000000 Penalty: 6185.109375
	Iteration 10F: 3 clusters Score -3.227657e+07 nChanged 12074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135033 members 
Mstep: Class 2 contains 125368 members 
Entering Unmasked Estep 
Score: -32281744.000000 Penalty: 6185.109375
	Iteration 11Q: 3 clusters Score -3.228174e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137588 members 
Mstep: Class 2 contains 122813 members 
Entering Unmasked Estep 
Score: -32284072.000000 Penalty: 6185.109375
	Iteration 12Q: 3 clusters Score -3.228407e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140225 members 
Mstep: Class 2 contains 120176 members 
Entering Unmasked Estep 
Score: -32286272.000000 Penalty: 6185.109375
	Iteration 13Q: 3 clusters Score -3.228627e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143010 members 
Mstep: Class 2 contains 117391 members 
Entering Unmasked Estep 
Score: -32288188.000000 Penalty: 6185.109375
	Iteration 14Q: 3 clusters Score -3.228819e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145773 members 
Mstep: Class 2 contains 114628 members 
Entering Unmasked Estep 
Score: -32289888.000000 Penalty: 6185.109375
	Iteration 15Q: 3 clusters Score -3.228989e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148364 members 
Mstep: Class 2 contains 112037 members 
Entering Unmasked Estep 
Score: -32291342.000000 Penalty: 6185.109375
	Iteration 16Q: 3 clusters Score -3.229134e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150777 members 
Mstep: Class 2 contains 109624 members 
Entering Unmasked Estep 
Score: -32292830.000000 Penalty: 6185.109375
	Iteration 17Q: 3 clusters Score -3.229283e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152913 members 
Mstep: Class 2 contains 107488 members 
Entering Unmasked Estep 
Score: -32293476.000000 Penalty: 6185.109375
	Iteration 18Q: 3 clusters Score -3.229348e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154910 members 
Mstep: Class 2 contains 105491 members 
Entering Unmasked Estep 
Score: -32294014.000000 Penalty: 6185.109375
	Iteration 19Q: 3 clusters Score -3.229401e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156803 members 
Mstep: Class 2 contains 103598 members 
Entering Unmasked Estep 
Score: -32294418.000000 Penalty: 6185.109375
	Iteration 20F: 3 clusters Score -3.229442e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158633 members 
Mstep: Class 2 contains 101768 members 
Entering Unmasked Estep 
Score: -32294730.000000 Penalty: 6185.109375
	Iteration 21Q: 3 clusters Score -3.229473e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160530 members 
Mstep: Class 2 contains 99871 members 
Entering Unmasked Estep 
Score: -32294950.000000 Penalty: 6185.109375
	Iteration 22Q: 3 clusters Score -3.229495e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162467 members 
Mstep: Class 2 contains 97934 members 
Entering Unmasked Estep 
Score: -32295302.000000 Penalty: 6185.109375
	Iteration 23Q: 3 clusters Score -3.22953e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164513 members 
Mstep: Class 2 contains 95888 members 
Entering Unmasked Estep 
Score: -32295562.000000 Penalty: 6185.109375
	Iteration 24Q: 3 clusters Score -3.229556e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166726 members 
Mstep: Class 2 contains 93675 members 
Entering Unmasked Estep 
Score: -32295702.000000 Penalty: 6185.109375
	Iteration 25Q: 3 clusters Score -3.22957e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169193 members 
Mstep: Class 2 contains 91208 members 
Entering Unmasked Estep 
Score: -32295888.000000 Penalty: 6185.109375
	Iteration 26Q: 3 clusters Score -3.229589e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171881 members 
Mstep: Class 2 contains 88520 members 
Entering Unmasked Estep 
Score: -32296314.000000 Penalty: 6185.109375
	Iteration 27Q: 3 clusters Score -3.229631e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174863 members 
Mstep: Class 2 contains 85538 members 
Entering Unmasked Estep 
Score: -32296404.000000 Penalty: 6185.109375
	Iteration 28Q: 3 clusters Score -3.22964e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178227 members 
Mstep: Class 2 contains 82174 members 
Entering Unmasked Estep 
Score: -32296674.000000 Penalty: 6185.109375
	Iteration 29Q: 3 clusters Score -3.229667e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182174 members 
Mstep: Class 2 contains 78227 members 
Entering Unmasked Estep 
Score: -32297076.000000 Penalty: 6185.109375
	Iteration 30Q: 3 clusters Score -3.229708e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186451 members 
Mstep: Class 2 contains 73950 members 
Entering Unmasked Estep 
Score: -32297330.000000 Penalty: 6185.109375
	Iteration 31Q: 3 clusters Score -3.229733e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190998 members 
Mstep: Class 2 contains 69403 members 
Entering Unmasked Estep 
Score: -32297514.000000 Penalty: 6185.109375
	Iteration 32Q: 3 clusters Score -3.229751e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195805 members 
Mstep: Class 2 contains 64596 members 
Entering Unmasked Estep 
Score: -32298056.000000 Penalty: 6185.109375
	Iteration 33Q: 3 clusters Score -3.229806e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200964 members 
Mstep: Class 2 contains 59437 members 
Entering Unmasked Estep 
Score: -32298470.000000 Penalty: 6185.109375
	Iteration 34Q: 3 clusters Score -3.229847e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206213 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -32298714.000000 Penalty: 6185.109375
	Iteration 35Q: 3 clusters Score -3.229871e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211457 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -32299078.000000 Penalty: 6185.109375
	Iteration 36Q: 3 clusters Score -3.229908e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216606 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -32299364.000000 Penalty: 6185.109375
	Iteration 37Q: 3 clusters Score -3.229936e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221516 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -32299410.000000 Penalty: 6185.109375
	Iteration 38Q: 3 clusters Score -3.229941e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225644 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -32299462.000000 Penalty: 6185.109375
	Iteration 39Q: 3 clusters Score -3.229946e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228662 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -32300506.000000 Penalty: 6185.109375
	Iteration 40F: 3 clusters Score -3.230051e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233576 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -32300842.000000 Penalty: 6185.109375
	Iteration 41Q: 3 clusters Score -3.230084e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237930 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -32300852.000000 Penalty: 6185.109375
	Iteration 42Q: 3 clusters Score -3.230085e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241745 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -32300758.000000 Penalty: 6185.109375
	Iteration 43Q: 3 clusters Score -3.230076e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245059 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -32300908.000000 Penalty: 6185.109375
	Iteration 44Q: 3 clusters Score -3.230091e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247924 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -32300820.000000 Penalty: 6185.109375
	Iteration 45Q: 3 clusters Score -3.230082e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250239 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -32300658.000000 Penalty: 6185.109375
	Iteration 46Q: 3 clusters Score -3.230066e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252109 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -32300414.000000 Penalty: 6185.109375
	Iteration 47Q: 3 clusters Score -3.230041e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253620 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -32300466.000000 Penalty: 6185.109375
	Iteration 48Q: 3 clusters Score -3.230047e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254847 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -32300336.000000 Penalty: 6185.109375
	Iteration 49Q: 3 clusters Score -3.230034e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255766 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -32300310.000000 Penalty: 6185.109375
	Iteration 50Q: 3 clusters Score -3.230031e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256534 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -32300330.000000 Penalty: 6185.109375
	Iteration 51Q: 3 clusters Score -3.230033e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257122 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -32300282.000000 Penalty: 6185.109375
	Iteration 52Q: 3 clusters Score -3.230028e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257568 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -32300186.000000 Penalty: 6185.109375
	Iteration 53Q: 3 clusters Score -3.230019e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257902 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -32300064.000000 Penalty: 6185.109375
	Iteration 54Q: 3 clusters Score -3.230006e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258183 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -32299980.000000 Penalty: 6185.109375
	Iteration 55Q: 3 clusters Score -3.229998e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258408 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -32299986.000000 Penalty: 6185.109375
	Iteration 56Q: 3 clusters Score -3.229999e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258580 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -32299934.000000 Penalty: 6185.109375
	Iteration 57Q: 3 clusters Score -3.229993e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258713 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -32299890.000000 Penalty: 6185.109375
	Iteration 58Q: 3 clusters Score -3.229989e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258827 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -32299886.000000 Penalty: 6185.109375
	Iteration 59Q: 3 clusters Score -3.229989e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258915 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -32299892.000000 Penalty: 6185.109375
	Iteration 60F: 3 clusters Score -3.229989e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258995 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -32299872.000000 Penalty: 6185.109375
	Iteration 61Q: 3 clusters Score -3.229987e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259055 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -32299840.000000 Penalty: 6185.109375
	Iteration 62Q: 3 clusters Score -3.229984e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259100 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -32299808.000000 Penalty: 6185.109375
	Iteration 63Q: 3 clusters Score -3.229981e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259130 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -32299804.000000 Penalty: 6185.109375
	Iteration 64Q: 3 clusters Score -3.22998e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259159 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -32299772.000000 Penalty: 6185.109375
	Iteration 65Q: 3 clusters Score -3.229977e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259179 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -32299760.000000 Penalty: 6185.109375
	Iteration 66Q: 3 clusters Score -3.229976e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259198 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -32299754.000000 Penalty: 6185.109375
	Iteration 67Q: 3 clusters Score -3.229975e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259219 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -32299774.000000 Penalty: 6185.109375
	Iteration 68Q: 3 clusters Score -3.229977e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259239 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -32299778.000000 Penalty: 6185.109375
	Iteration 69Q: 3 clusters Score -3.229978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259250 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -32299790.000000 Penalty: 6185.109375
	Iteration 70Q: 3 clusters Score -3.229979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259262 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -32299802.000000 Penalty: 6185.109375
	Iteration 71Q: 3 clusters Score -3.22998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259276 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -32299804.000000 Penalty: 6185.109375
	Iteration 72Q: 3 clusters Score -3.22998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259292 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -32299784.000000 Penalty: 6185.109375
	Iteration 73Q: 3 clusters Score -3.229978e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259309 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -32299754.000000 Penalty: 6185.109375
	Iteration 74Q: 3 clusters Score -3.229975e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259323 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -32299778.000000 Penalty: 6185.109375
	Iteration 75Q: 3 clusters Score -3.229978e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259342 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -32299768.000000 Penalty: 6185.109375
	Iteration 76Q: 3 clusters Score -3.229977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259354 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -32299768.000000 Penalty: 6185.109375
	Iteration 77Q: 3 clusters Score -3.229977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259360 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -32299784.000000 Penalty: 6185.109375
	Iteration 78Q: 3 clusters Score -3.229978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259367 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -32299784.000000 Penalty: 6185.109375
	Iteration 79Q: 3 clusters Score -3.229978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259373 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -32299768.000000 Penalty: 6185.109375
	Iteration 80F: 3 clusters Score -3.229977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259381 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -32299752.000000 Penalty: 6185.109375
	Iteration 81Q: 3 clusters Score -3.229975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259390 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -32299730.000000 Penalty: 6185.109375
	Iteration 82Q: 3 clusters Score -3.229973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259403 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -32299762.000000 Penalty: 6185.109375
	Iteration 83Q: 3 clusters Score -3.229976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259407 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -32299762.000000 Penalty: 6185.109375
	Iteration 84Q: 3 clusters Score -3.229976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259411 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -32299762.000000 Penalty: 6185.109375
	Iteration 85Q: 3 clusters Score -3.229976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259414 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -32299790.000000 Penalty: 6185.109375
	Iteration 86Q: 3 clusters Score -3.229979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259416 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -32299780.000000 Penalty: 6185.109375
	Iteration 87Q: 3 clusters Score -3.229978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259417 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -32299772.000000 Penalty: 6185.109375
	Iteration 88Q: 3 clusters Score -3.229977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259418 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -32299772.000000 Penalty: 6185.109375
	Iteration 89Q: 3 clusters Score -3.229977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259418 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -32299772.000000 Penalty: 6185.109375
	Iteration 90F: 3 clusters Score -3.229977e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Entering Unmasked Estep 
Score: -494216.843750 Penalty: 2070.613525
	Iteration 0F: 2 clusters Score -494216.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -490195.812500 Penalty: 4141.227051
	Iteration 0F: 3 clusters Score -490195.8 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -491185.000000 Penalty: 4141.227051
	Iteration 1F: 3 clusters Score -491185 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -491436.406250 Penalty: 4141.227051
	Iteration 2F: 3 clusters Score -491436.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -491619.250000 Penalty: 4141.227051
	Iteration 3F: 3 clusters Score -491619.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -491760.562500 Penalty: 4141.227051
	Iteration 4Q: 3 clusters Score -491760.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -491870.218750 Penalty: 4141.227051
	Iteration 5Q: 3 clusters Score -491870.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -491977.062500 Penalty: 4141.227051
	Iteration 6Q: 3 clusters Score -491977.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -492110.218750 Penalty: 4141.227051
	Iteration 7Q: 3 clusters Score -492110.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -492224.625000 Penalty: 4141.227051
	Iteration 8Q: 3 clusters Score -492224.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -492314.906250 Penalty: 4141.227051
	Iteration 9Q: 3 clusters Score -492314.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -492393.343750 Penalty: 4141.227051
	Iteration 10Q: 3 clusters Score -492393.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -492470.687500 Penalty: 4141.227051
	Iteration 11Q: 3 clusters Score -492470.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -492545.812500 Penalty: 4141.227051
	Iteration 12Q: 3 clusters Score -492545.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -492609.250000 Penalty: 4141.227051
	Iteration 13Q: 3 clusters Score -492609.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -492657.968750 Penalty: 4141.227051
	Iteration 14Q: 3 clusters Score -492658 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -492697.343750 Penalty: 4141.227051
	Iteration 15Q: 3 clusters Score -492697.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -492725.500000 Penalty: 4141.227051
	Iteration 16Q: 3 clusters Score -492725.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -492751.500000 Penalty: 4141.227051
	Iteration 17Q: 3 clusters Score -492751.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -492779.406250 Penalty: 4141.227051
	Iteration 18Q: 3 clusters Score -492779.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -492804.906250 Penalty: 4141.227051
	Iteration 19Q: 3 clusters Score -492804.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -492831.250000 Penalty: 4141.227051
	Iteration 20F: 3 clusters Score -492831.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -492852.125000 Penalty: 4141.227051
	Iteration 21Q: 3 clusters Score -492852.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -492877.781250 Penalty: 4141.227051
	Iteration 22Q: 3 clusters Score -492877.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -492916.968750 Penalty: 4141.227051
	Iteration 23Q: 3 clusters Score -492917 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -492948.531250 Penalty: 4141.227051
	Iteration 24Q: 3 clusters Score -492948.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -492978.000000 Penalty: 4141.227051
	Iteration 25Q: 3 clusters Score -492978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -493004.281250 Penalty: 4141.227051
	Iteration 26Q: 3 clusters Score -493004.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -493033.906250 Penalty: 4141.227051
	Iteration 27Q: 3 clusters Score -493033.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -493057.875000 Penalty: 4141.227051
	Iteration 28Q: 3 clusters Score -493057.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -493072.062500 Penalty: 4141.227051
	Iteration 29Q: 3 clusters Score -493072.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -493081.031250 Penalty: 4141.227051
	Iteration 30Q: 3 clusters Score -493081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -493087.031250 Penalty: 4141.227051
	Iteration 31Q: 3 clusters Score -493087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -493091.843750 Penalty: 4141.227051
	Iteration 32Q: 3 clusters Score -493091.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -493095.843750 Penalty: 4141.227051
	Iteration 33Q: 3 clusters Score -493095.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -493100.312500 Penalty: 4141.227051
	Iteration 34Q: 3 clusters Score -493100.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -493105.718750 Penalty: 4141.227051
	Iteration 35Q: 3 clusters Score -493105.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -493109.156250 Penalty: 4141.227051
	Iteration 36Q: 3 clusters Score -493109.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -493110.468750 Penalty: 4141.227051
	Iteration 37Q: 3 clusters Score -493110.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -493111.343750 Penalty: 4141.227051
	Iteration 38Q: 3 clusters Score -493111.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -493112.625000 Penalty: 4141.227051
	Iteration 39Q: 3 clusters Score -493112.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -493113.531250 Penalty: 4141.227051
	Iteration 40F: 3 clusters Score -493113.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -493115.781250 Penalty: 4141.227051
	Iteration 41Q: 3 clusters Score -493115.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -493116.593750 Penalty: 4141.227051
	Iteration 42Q: 3 clusters Score -493116.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -493118.750000 Penalty: 4141.227051
	Iteration 43Q: 3 clusters Score -493118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -493118.750000 Penalty: 4141.227051
	Iteration 44Q: 3 clusters Score -493118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -493120.093750 Penalty: 4141.227051
	Iteration 45Q: 3 clusters Score -493120.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -493120.125000 Penalty: 4141.227051
	Iteration 46Q: 3 clusters Score -493120.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -493120.125000 Penalty: 4141.227051
	Iteration 47F: 3 clusters Score -493120.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Entering Unmasked Estep 
Score: -1258702.000000 Penalty: 2296.523926
	Iteration 0F: 2 clusters Score -1258702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1250742.000000 Penalty: 4593.047852
	Iteration 0F: 3 clusters Score -1250742 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1253273.625000 Penalty: 4593.047852
	Iteration 1F: 3 clusters Score -1253274 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1253763.875000 Penalty: 4593.047852
	Iteration 2F: 3 clusters Score -1253764 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1254212.125000 Penalty: 4593.047852
	Iteration 3F: 3 clusters Score -1254212 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1254660.000000 Penalty: 4593.047852
	Iteration 4F: 3 clusters Score -1254660 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1255109.625000 Penalty: 4593.047852
	Iteration 5F: 3 clusters Score -1255110 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1255531.125000 Penalty: 4593.047852
	Iteration 6Q: 3 clusters Score -1255531 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1255907.875000 Penalty: 4593.047852
	Iteration 7Q: 3 clusters Score -1255908 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1256190.500000 Penalty: 4593.047852
	Iteration 8Q: 3 clusters Score -1256190 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1256426.875000 Penalty: 4593.047852
	Iteration 9Q: 3 clusters Score -1256427 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1256616.000000 Penalty: 4593.047852
	Iteration 10Q: 3 clusters Score -1256616 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1256726.250000 Penalty: 4593.047852
	Iteration 11Q: 3 clusters Score -1256726 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1256800.625000 Penalty: 4593.047852
	Iteration 12Q: 3 clusters Score -1256801 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1256865.750000 Penalty: 4593.047852
	Iteration 13Q: 3 clusters Score -1256866 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1256914.875000 Penalty: 4593.047852
	Iteration 14Q: 3 clusters Score -1256915 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1256952.750000 Penalty: 4593.047852
	Iteration 15Q: 3 clusters Score -1256953 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1256981.250000 Penalty: 4593.047852
	Iteration 16Q: 3 clusters Score -1256981 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1257003.125000 Penalty: 4593.047852
	Iteration 17Q: 3 clusters Score -1257003 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1257015.875000 Penalty: 4593.047852
	Iteration 18Q: 3 clusters Score -1257016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1257026.375000 Penalty: 4593.047852
	Iteration 19Q: 3 clusters Score -1257026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1257034.125000 Penalty: 4593.047852
	Iteration 20F: 3 clusters Score -1257034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1257042.375000 Penalty: 4593.047852
	Iteration 21Q: 3 clusters Score -1257042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1257042.750000 Penalty: 4593.047852
	Iteration 22Q: 3 clusters Score -1257043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1257047.000000 Penalty: 4593.047852
	Iteration 23Q: 3 clusters Score -1257047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1257051.750000 Penalty: 4593.047852
	Iteration 24Q: 3 clusters Score -1257052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1257051.625000 Penalty: 4593.047852
	Iteration 25Q: 3 clusters Score -1257052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1257054.500000 Penalty: 4593.047852
	Iteration 26Q: 3 clusters Score -1257054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1257051.625000 Penalty: 4593.047852
	Iteration 27Q: 3 clusters Score -1257052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1257052.875000 Penalty: 4593.047852
	Iteration 28Q: 3 clusters Score -1257053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1257051.750000 Penalty: 4593.047852
	Iteration 29Q: 3 clusters Score -1257052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1257052.625000 Penalty: 4593.047852
	Iteration 30Q: 3 clusters Score -1257053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1257052.625000 Penalty: 4593.047852
	Iteration 31Q: 3 clusters Score -1257053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1257052.000000 Penalty: 4593.047852
	Iteration 32Q: 3 clusters Score -1257052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1257052.000000 Penalty: 4593.047852
	Iteration 33F: 3 clusters Score -1257052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (58271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Entering Unmasked Estep 
Score: -7320959.000000 Penalty: 2721.269043
	Iteration 0F: 2 clusters Score -7320959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -7281775.000000 Penalty: 5442.538086
	Iteration 0F: 3 clusters Score -7281775 nChanged 27008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -7296981.500000 Penalty: 5442.538086
	Iteration 1F: 3 clusters Score -7296982 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -7297898.500000 Penalty: 5442.538086
	Iteration 2Q: 3 clusters Score -7297898 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -7298904.500000 Penalty: 5442.538086
	Iteration 3Q: 3 clusters Score -7298904 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -7300184.500000 Penalty: 5442.538086
	Iteration 4Q: 3 clusters Score -7300184 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -7301875.000000 Penalty: 5442.538086
	Iteration 5F: 3 clusters Score -7301875 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -7304121.000000 Penalty: 5442.538086
	Iteration 6F: 3 clusters Score -7304121 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -7306912.500000 Penalty: 5442.538086
	Iteration 7F: 3 clusters Score -7306912 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -7309734.500000 Penalty: 5442.538086
	Iteration 8F: 3 clusters Score -7309734 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -7312143.500000 Penalty: 5442.538086
	Iteration 9F: 3 clusters Score -7312144 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46950 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -7314089.500000 Penalty: 5442.538086
	Iteration 10Q: 3 clusters Score -7314090 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -7315383.500000 Penalty: 5442.538086
	Iteration 11Q: 3 clusters Score -7315384 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -7316275.000000 Penalty: 5442.538086
	Iteration 12Q: 3 clusters Score -7316275 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -7316933.000000 Penalty: 5442.538086
	Iteration 13Q: 3 clusters Score -7316933 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -7317453.000000 Penalty: 5442.538086
	Iteration 14Q: 3 clusters Score -7317453 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52914 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -7317878.000000 Penalty: 5442.538086
	Iteration 15Q: 3 clusters Score -7317878 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -7318198.500000 Penalty: 5442.538086
	Iteration 16Q: 3 clusters Score -7318198 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54037 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -7318499.000000 Penalty: 5442.538086
	Iteration 17Q: 3 clusters Score -7318499 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54461 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -7318659.000000 Penalty: 5442.538086
	Iteration 18Q: 3 clusters Score -7318659 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -7318782.000000 Penalty: 5442.538086
	Iteration 19Q: 3 clusters Score -7318782 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -7318864.000000 Penalty: 5442.538086
	Iteration 20F: 3 clusters Score -7318864 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -7318989.000000 Penalty: 5442.538086
	Iteration 21Q: 3 clusters Score -7318989 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -7319045.000000 Penalty: 5442.538086
	Iteration 22Q: 3 clusters Score -7319045 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -7319084.000000 Penalty: 5442.538086
	Iteration 23Q: 3 clusters Score -7319084 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -7319113.000000 Penalty: 5442.538086
	Iteration 24Q: 3 clusters Score -7319113 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55765 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -7319135.500000 Penalty: 5442.538086
	Iteration 25Q: 3 clusters Score -7319136 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55845 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -7319172.000000 Penalty: 5442.538086
	Iteration 26Q: 3 clusters Score -7319172 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -7319191.500000 Penalty: 5442.538086
	Iteration 27Q: 3 clusters Score -7319192 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -7319196.500000 Penalty: 5442.538086
	Iteration 28Q: 3 clusters Score -7319196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -7319188.000000 Penalty: 5442.538086
	Iteration 29Q: 3 clusters Score -7319188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -7319233.000000 Penalty: 5442.538086
	Iteration 30Q: 3 clusters Score -7319233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56060 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -7319217.500000 Penalty: 5442.538086
	Iteration 31Q: 3 clusters Score -7319218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56083 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -7319222.500000 Penalty: 5442.538086
	Iteration 32Q: 3 clusters Score -7319222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -7319239.000000 Penalty: 5442.538086
	Iteration 33Q: 3 clusters Score -7319239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -7319243.000000 Penalty: 5442.538086
	Iteration 34Q: 3 clusters Score -7319243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -7319253.500000 Penalty: 5442.538086
	Iteration 35Q: 3 clusters Score -7319254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -7319244.000000 Penalty: 5442.538086
	Iteration 36Q: 3 clusters Score -7319244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56187 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -7319245.000000 Penalty: 5442.538086
	Iteration 37Q: 3 clusters Score -7319245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -7319249.000000 Penalty: 5442.538086
	Iteration 38Q: 3 clusters Score -7319249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -7319253.000000 Penalty: 5442.538086
	Iteration 39Q: 3 clusters Score -7319253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -7319252.500000 Penalty: 5442.538086
	Iteration 40F: 3 clusters Score -7319252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56246 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -7319253.000000 Penalty: 5442.538086
	Iteration 41Q: 3 clusters Score -7319253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -7319245.500000 Penalty: 5442.538086
	Iteration 42Q: 3 clusters Score -7319246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -7319257.500000 Penalty: 5442.538086
	Iteration 43Q: 3 clusters Score -7319258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56281 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -7319262.500000 Penalty: 5442.538086
	Iteration 44Q: 3 clusters Score -7319262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56289 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -7319254.000000 Penalty: 5442.538086
	Iteration 45Q: 3 clusters Score -7319254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56293 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -7319249.500000 Penalty: 5442.538086
	Iteration 46Q: 3 clusters Score -7319250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -7319238.500000 Penalty: 5442.538086
	Iteration 47Q: 3 clusters Score -7319238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -7319268.000000 Penalty: 5442.538086
	Iteration 48Q: 3 clusters Score -7319268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56317 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -7319269.500000 Penalty: 5442.538086
	Iteration 49Q: 3 clusters Score -7319270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56323 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -7319263.500000 Penalty: 5442.538086
	Iteration 50Q: 3 clusters Score -7319264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56326 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -7319268.000000 Penalty: 5442.538086
	Iteration 51Q: 3 clusters Score -7319268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -7319269.000000 Penalty: 5442.538086
	Iteration 52Q: 3 clusters Score -7319269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56330 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -7319273.000000 Penalty: 5442.538086
	Iteration 53Q: 3 clusters Score -7319273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56331 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7319269.500000 Penalty: 5442.538086
	Iteration 54Q: 3 clusters Score -7319270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56331 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7319269.500000 Penalty: 5442.538086
	Iteration 55F: 3 clusters Score -7319270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Entering Unmasked Estep 
Score: -2475235.250000 Penalty: 2459.586182
	Iteration 0F: 2 clusters Score -2475235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2461042.000000 Penalty: 4919.172363
	Iteration 0F: 3 clusters Score -2461042 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2465685.750000 Penalty: 4919.172363
	Iteration 1F: 3 clusters Score -2465686 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2466184.500000 Penalty: 4919.172363
	Iteration 2F: 3 clusters Score -2466184 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2466714.250000 Penalty: 4919.172363
	Iteration 3F: 3 clusters Score -2466714 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2467376.500000 Penalty: 4919.172363
	Iteration 4F: 3 clusters Score -2467376 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2468270.750000 Penalty: 4919.172363
	Iteration 5F: 3 clusters Score -2468271 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2469337.750000 Penalty: 4919.172363
	Iteration 6F: 3 clusters Score -2469338 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2470502.750000 Penalty: 4919.172363
	Iteration 7F: 3 clusters Score -2470503 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2471578.500000 Penalty: 4919.172363
	Iteration 8F: 3 clusters Score -2471578 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2472311.750000 Penalty: 4919.172363
	Iteration 9Q: 3 clusters Score -2472312 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2472646.500000 Penalty: 4919.172363
	Iteration 10Q: 3 clusters Score -2472646 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2472812.750000 Penalty: 4919.172363
	Iteration 11Q: 3 clusters Score -2472813 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2472914.500000 Penalty: 4919.172363
	Iteration 12Q: 3 clusters Score -2472914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2472982.750000 Penalty: 4919.172363
	Iteration 13Q: 3 clusters Score -2472983 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2473013.000000 Penalty: 4919.172363
	Iteration 14Q: 3 clusters Score -2473013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2473044.250000 Penalty: 4919.172363
	Iteration 15Q: 3 clusters Score -2473044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2473058.250000 Penalty: 4919.172363
	Iteration 16Q: 3 clusters Score -2473058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2473075.250000 Penalty: 4919.172363
	Iteration 17Q: 3 clusters Score -2473075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2473079.250000 Penalty: 4919.172363
	Iteration 18Q: 3 clusters Score -2473079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2473088.750000 Penalty: 4919.172363
	Iteration 19Q: 3 clusters Score -2473089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2473096.000000 Penalty: 4919.172363
	Iteration 20F: 3 clusters Score -2473096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2473100.750000 Penalty: 4919.172363
	Iteration 21Q: 3 clusters Score -2473101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2473107.250000 Penalty: 4919.172363
	Iteration 22Q: 3 clusters Score -2473107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2473109.750000 Penalty: 4919.172363
	Iteration 23Q: 3 clusters Score -2473110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2473117.500000 Penalty: 4919.172363
	Iteration 24Q: 3 clusters Score -2473118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2473122.500000 Penalty: 4919.172363
	Iteration 25Q: 3 clusters Score -2473122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2473130.250000 Penalty: 4919.172363
	Iteration 26Q: 3 clusters Score -2473130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2473134.750000 Penalty: 4919.172363
	Iteration 27Q: 3 clusters Score -2473135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2473134.750000 Penalty: 4919.172363
	Iteration 28F: 3 clusters Score -2473135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Entering Unmasked Estep 
Score: -2730203.250000 Penalty: 2486.067383
	Iteration 0F: 2 clusters Score -2730203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2714533.000000 Penalty: 4972.134766
	Iteration 0F: 3 clusters Score -2714533 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2719967.500000 Penalty: 4972.134766
	Iteration 1F: 3 clusters Score -2719968 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2720492.500000 Penalty: 4972.134766
	Iteration 2F: 3 clusters Score -2720492 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2720943.250000 Penalty: 4972.134766
	Iteration 3Q: 3 clusters Score -2720943 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2721444.750000 Penalty: 4972.134766
	Iteration 4Q: 3 clusters Score -2721445 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2722007.500000 Penalty: 4972.134766
	Iteration 5Q: 3 clusters Score -2722008 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2722633.000000 Penalty: 4972.134766
	Iteration 6Q: 3 clusters Score -2722633 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2723384.250000 Penalty: 4972.134766
	Iteration 7F: 3 clusters Score -2723384 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2724099.000000 Penalty: 4972.134766
	Iteration 8F: 3 clusters Score -2724099 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2724688.750000 Penalty: 4972.134766
	Iteration 9Q: 3 clusters Score -2724689 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2725196.250000 Penalty: 4972.134766
	Iteration 10Q: 3 clusters Score -2725196 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2725616.500000 Penalty: 4972.134766
	Iteration 11Q: 3 clusters Score -2725616 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2725908.000000 Penalty: 4972.134766
	Iteration 12Q: 3 clusters Score -2725908 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2726173.750000 Penalty: 4972.134766
	Iteration 13Q: 3 clusters Score -2726174 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2726394.250000 Penalty: 4972.134766
	Iteration 14Q: 3 clusters Score -2726394 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2726610.750000 Penalty: 4972.134766
	Iteration 15Q: 3 clusters Score -2726611 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2726822.750000 Penalty: 4972.134766
	Iteration 16Q: 3 clusters Score -2726823 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2727049.250000 Penalty: 4972.134766
	Iteration 17Q: 3 clusters Score -2727049 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2727281.000000 Penalty: 4972.134766
	Iteration 18Q: 3 clusters Score -2727281 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2727468.500000 Penalty: 4972.134766
	Iteration 19Q: 3 clusters Score -2727468 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2727669.500000 Penalty: 4972.134766
	Iteration 20F: 3 clusters Score -2727670 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2727845.250000 Penalty: 4972.134766
	Iteration 21Q: 3 clusters Score -2727845 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2727992.250000 Penalty: 4972.134766
	Iteration 22Q: 3 clusters Score -2727992 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2728128.750000 Penalty: 4972.134766
	Iteration 23Q: 3 clusters Score -2728129 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2728219.750000 Penalty: 4972.134766
	Iteration 24Q: 3 clusters Score -2728220 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2728305.500000 Penalty: 4972.134766
	Iteration 25Q: 3 clusters Score -2728306 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2728349.000000 Penalty: 4972.134766
	Iteration 26Q: 3 clusters Score -2728349 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2728385.500000 Penalty: 4972.134766
	Iteration 27Q: 3 clusters Score -2728386 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2728406.500000 Penalty: 4972.134766
	Iteration 28Q: 3 clusters Score -2728406 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2728436.500000 Penalty: 4972.134766
	Iteration 29Q: 3 clusters Score -2728436 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2728451.750000 Penalty: 4972.134766
	Iteration 30Q: 3 clusters Score -2728452 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2728474.250000 Penalty: 4972.134766
	Iteration 31Q: 3 clusters Score -2728474 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2728487.750000 Penalty: 4972.134766
	Iteration 32Q: 3 clusters Score -2728488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2728489.500000 Penalty: 4972.134766
	Iteration 33Q: 3 clusters Score -2728490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2728494.250000 Penalty: 4972.134766
	Iteration 34Q: 3 clusters Score -2728494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2728504.250000 Penalty: 4972.134766
	Iteration 35Q: 3 clusters Score -2728504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2728505.500000 Penalty: 4972.134766
	Iteration 36Q: 3 clusters Score -2728506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2728511.000000 Penalty: 4972.134766
	Iteration 37Q: 3 clusters Score -2728511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2728511.750000 Penalty: 4972.134766
	Iteration 38Q: 3 clusters Score -2728512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2728516.250000 Penalty: 4972.134766
	Iteration 39Q: 3 clusters Score -2728516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2728518.500000 Penalty: 4972.134766
	Iteration 40F: 3 clusters Score -2728518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2728521.250000 Penalty: 4972.134766
	Iteration 41Q: 3 clusters Score -2728521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2728519.000000 Penalty: 4972.134766
	Iteration 42Q: 3 clusters Score -2728519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2728522.250000 Penalty: 4972.134766
	Iteration 43Q: 3 clusters Score -2728522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2728529.750000 Penalty: 4972.134766
	Iteration 44Q: 3 clusters Score -2728530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2728540.750000 Penalty: 4972.134766
	Iteration 45Q: 3 clusters Score -2728541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2728539.250000 Penalty: 4972.134766
	Iteration 46Q: 3 clusters Score -2728539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2728543.750000 Penalty: 4972.134766
	Iteration 47Q: 3 clusters Score -2728544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2728544.750000 Penalty: 4972.134766
	Iteration 48Q: 3 clusters Score -2728545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2728549.000000 Penalty: 4972.134766
	Iteration 49Q: 3 clusters Score -2728549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2728553.250000 Penalty: 4972.134766
	Iteration 50Q: 3 clusters Score -2728553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2728555.250000 Penalty: 4972.134766
	Iteration 51Q: 3 clusters Score -2728555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2728555.750000 Penalty: 4972.134766
	Iteration 52Q: 3 clusters Score -2728556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2728563.000000 Penalty: 4972.134766
	Iteration 53Q: 3 clusters Score -2728563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2728564.500000 Penalty: 4972.134766
	Iteration 54Q: 3 clusters Score -2728564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2728570.500000 Penalty: 4972.134766
	Iteration 55Q: 3 clusters Score -2728570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -2728577.750000 Penalty: 4972.134766
	Iteration 56Q: 3 clusters Score -2728578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2728597.000000 Penalty: 4972.134766
	Iteration 57Q: 3 clusters Score -2728597 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2728601.750000 Penalty: 4972.134766
	Iteration 58Q: 3 clusters Score -2728602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2728606.750000 Penalty: 4972.134766
	Iteration 59Q: 3 clusters Score -2728607 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2728616.000000 Penalty: 4972.134766
	Iteration 60F: 3 clusters Score -2728616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2728625.000000 Penalty: 4972.134766
	Iteration 61Q: 3 clusters Score -2728625 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -2728638.250000 Penalty: 4972.134766
	Iteration 62Q: 3 clusters Score -2728638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2728654.000000 Penalty: 4972.134766
	Iteration 63Q: 3 clusters Score -2728654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2728658.500000 Penalty: 4972.134766
	Iteration 64Q: 3 clusters Score -2728658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -2728661.500000 Penalty: 4972.134766
	Iteration 65Q: 3 clusters Score -2728662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2728660.000000 Penalty: 4972.134766
	Iteration 66Q: 3 clusters Score -2728660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2728671.750000 Penalty: 4972.134766
	Iteration 67Q: 3 clusters Score -2728672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -2728667.500000 Penalty: 4972.134766
	Iteration 68Q: 3 clusters Score -2728668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2728673.750000 Penalty: 4972.134766
	Iteration 69Q: 3 clusters Score -2728674 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2728685.500000 Penalty: 4972.134766
	Iteration 70Q: 3 clusters Score -2728686 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2728699.750000 Penalty: 4972.134766
	Iteration 71Q: 3 clusters Score -2728700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2728709.500000 Penalty: 4972.134766
	Iteration 72Q: 3 clusters Score -2728710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -2728721.500000 Penalty: 4972.134766
	Iteration 73Q: 3 clusters Score -2728722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2728727.250000 Penalty: 4972.134766
	Iteration 74Q: 3 clusters Score -2728727 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2728741.250000 Penalty: 4972.134766
	Iteration 75Q: 3 clusters Score -2728741 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2728749.250000 Penalty: 4972.134766
	Iteration 76Q: 3 clusters Score -2728749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2728756.500000 Penalty: 4972.134766
	Iteration 77Q: 3 clusters Score -2728756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -2728768.000000 Penalty: 4972.134766
	Iteration 78Q: 3 clusters Score -2728768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2728768.750000 Penalty: 4972.134766
	Iteration 79Q: 3 clusters Score -2728769 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2728774.250000 Penalty: 4972.134766
	Iteration 80F: 3 clusters Score -2728774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2728785.250000 Penalty: 4972.134766
	Iteration 81Q: 3 clusters Score -2728785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2728797.750000 Penalty: 4972.134766
	Iteration 82Q: 3 clusters Score -2728798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -2728805.250000 Penalty: 4972.134766
	Iteration 83Q: 3 clusters Score -2728805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2728808.500000 Penalty: 4972.134766
	Iteration 84Q: 3 clusters Score -2728808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2728816.250000 Penalty: 4972.134766
	Iteration 85Q: 3 clusters Score -2728816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2728820.000000 Penalty: 4972.134766
	Iteration 86Q: 3 clusters Score -2728820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -2728831.750000 Penalty: 4972.134766
	Iteration 87Q: 3 clusters Score -2728832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2728838.750000 Penalty: 4972.134766
	Iteration 88Q: 3 clusters Score -2728839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2728849.250000 Penalty: 4972.134766
	Iteration 89Q: 3 clusters Score -2728849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2728848.000000 Penalty: 4972.134766
	Iteration 90Q: 3 clusters Score -2728848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2728858.000000 Penalty: 4972.134766
	Iteration 91Q: 3 clusters Score -2728858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -2728861.500000 Penalty: 4972.134766
	Iteration 92Q: 3 clusters Score -2728862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -2728860.750000 Penalty: 4972.134766
	Iteration 93Q: 3 clusters Score -2728861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2728865.500000 Penalty: 4972.134766
	Iteration 94Q: 3 clusters Score -2728866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2728869.000000 Penalty: 4972.134766
	Iteration 95Q: 3 clusters Score -2728869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2728877.750000 Penalty: 4972.134766
	Iteration 96Q: 3 clusters Score -2728878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2728880.250000 Penalty: 4972.134766
	Iteration 97Q: 3 clusters Score -2728880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -2728875.250000 Penalty: 4972.134766
	Iteration 98Q: 3 clusters Score -2728875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -2728875.250000 Penalty: 4972.134766
	Iteration 99F: 3 clusters Score -2728875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Entering Unmasked Estep 
Score: -3163946.500000 Penalty: 2543.219971
	Iteration 0F: 2 clusters Score -3163946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -3144381.750000 Penalty: 5086.439941
	Iteration 0F: 3 clusters Score -3144382 nChanged 12875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -3151499.750000 Penalty: 5086.439941
	Iteration 1F: 3 clusters Score -3151500 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -3152152.250000 Penalty: 5086.439941
	Iteration 2F: 3 clusters Score -3152152 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -3152864.500000 Penalty: 5086.439941
	Iteration 3F: 3 clusters Score -3152864 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -3153889.750000 Penalty: 5086.439941
	Iteration 4F: 3 clusters Score -3153890 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -3155268.250000 Penalty: 5086.439941
	Iteration 5F: 3 clusters Score -3155268 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -3156723.000000 Penalty: 5086.439941
	Iteration 6F: 3 clusters Score -3156723 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -3157984.250000 Penalty: 5086.439941
	Iteration 7F: 3 clusters Score -3157984 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -3158937.000000 Penalty: 5086.439941
	Iteration 8F: 3 clusters Score -3158937 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -3159527.250000 Penalty: 5086.439941
	Iteration 9Q: 3 clusters Score -3159527 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -3159907.750000 Penalty: 5086.439941
	Iteration 10Q: 3 clusters Score -3159908 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -3160245.250000 Penalty: 5086.439941
	Iteration 11Q: 3 clusters Score -3160245 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -3160514.000000 Penalty: 5086.439941
	Iteration 12Q: 3 clusters Score -3160514 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -3160741.250000 Penalty: 5086.439941
	Iteration 13Q: 3 clusters Score -3160741 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -3160963.500000 Penalty: 5086.439941
	Iteration 14Q: 3 clusters Score -3160964 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -3161123.500000 Penalty: 5086.439941
	Iteration 15Q: 3 clusters Score -3161124 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -3161261.500000 Penalty: 5086.439941
	Iteration 16Q: 3 clusters Score -3161262 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -3161375.500000 Penalty: 5086.439941
	Iteration 17Q: 3 clusters Score -3161376 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -3161465.000000 Penalty: 5086.439941
	Iteration 18Q: 3 clusters Score -3161465 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -3161547.250000 Penalty: 5086.439941
	Iteration 19Q: 3 clusters Score -3161547 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -3161612.750000 Penalty: 5086.439941
	Iteration 20F: 3 clusters Score -3161613 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -3161671.000000 Penalty: 5086.439941
	Iteration 21Q: 3 clusters Score -3161671 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -3161696.500000 Penalty: 5086.439941
	Iteration 22Q: 3 clusters Score -3161696 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -3161736.500000 Penalty: 5086.439941
	Iteration 23Q: 3 clusters Score -3161736 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -3161761.000000 Penalty: 5086.439941
	Iteration 24Q: 3 clusters Score -3161761 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -3161806.750000 Penalty: 5086.439941
	Iteration 25Q: 3 clusters Score -3161807 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -3161837.250000 Penalty: 5086.439941
	Iteration 26Q: 3 clusters Score -3161837 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -3161874.000000 Penalty: 5086.439941
	Iteration 27Q: 3 clusters Score -3161874 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -3161894.000000 Penalty: 5086.439941
	Iteration 28Q: 3 clusters Score -3161894 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3161926.000000 Penalty: 5086.439941
	Iteration 29Q: 3 clusters Score -3161926 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -3161941.250000 Penalty: 5086.439941
	Iteration 30Q: 3 clusters Score -3161941 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -3161964.000000 Penalty: 5086.439941
	Iteration 31Q: 3 clusters Score -3161964 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -3161991.000000 Penalty: 5086.439941
	Iteration 32Q: 3 clusters Score -3161991 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -3162013.250000 Penalty: 5086.439941
	Iteration 33Q: 3 clusters Score -3162013 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -3162027.000000 Penalty: 5086.439941
	Iteration 34Q: 3 clusters Score -3162027 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -3162044.750000 Penalty: 5086.439941
	Iteration 35Q: 3 clusters Score -3162045 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -3162067.750000 Penalty: 5086.439941
	Iteration 36Q: 3 clusters Score -3162068 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -3162074.250000 Penalty: 5086.439941
	Iteration 37Q: 3 clusters Score -3162074 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -3162097.250000 Penalty: 5086.439941
	Iteration 38Q: 3 clusters Score -3162097 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -3162117.750000 Penalty: 5086.439941
	Iteration 39Q: 3 clusters Score -3162118 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3162118.250000 Penalty: 5086.439941
	Iteration 40F: 3 clusters Score -3162118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -3162124.000000 Penalty: 5086.439941
	Iteration 41Q: 3 clusters Score -3162124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3162136.500000 Penalty: 5086.439941
	Iteration 42Q: 3 clusters Score -3162136 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3162144.500000 Penalty: 5086.439941
	Iteration 43Q: 3 clusters Score -3162144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3162145.500000 Penalty: 5086.439941
	Iteration 44Q: 3 clusters Score -3162146 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -3162151.250000 Penalty: 5086.439941
	Iteration 45Q: 3 clusters Score -3162151 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -3162151.000000 Penalty: 5086.439941
	Iteration 46Q: 3 clusters Score -3162151 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3162165.750000 Penalty: 5086.439941
	Iteration 47Q: 3 clusters Score -3162166 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -3162165.250000 Penalty: 5086.439941
	Iteration 48Q: 3 clusters Score -3162165 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3162176.250000 Penalty: 5086.439941
	Iteration 49Q: 3 clusters Score -3162176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3162191.750000 Penalty: 5086.439941
	Iteration 50Q: 3 clusters Score -3162192 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -3162203.000000 Penalty: 5086.439941
	Iteration 51Q: 3 clusters Score -3162203 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3162205.500000 Penalty: 5086.439941
	Iteration 52Q: 3 clusters Score -3162206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3162221.500000 Penalty: 5086.439941
	Iteration 53Q: 3 clusters Score -3162222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3162238.500000 Penalty: 5086.439941
	Iteration 54Q: 3 clusters Score -3162238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -3162227.250000 Penalty: 5086.439941
	Iteration 55Q: 3 clusters Score -3162227 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3162243.750000 Penalty: 5086.439941
	Iteration 56Q: 3 clusters Score -3162244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -3162251.250000 Penalty: 5086.439941
	Iteration 57Q: 3 clusters Score -3162251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3162248.500000 Penalty: 5086.439941
	Iteration 58Q: 3 clusters Score -3162248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3162260.000000 Penalty: 5086.439941
	Iteration 59Q: 3 clusters Score -3162260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3162262.250000 Penalty: 5086.439941
	Iteration 60F: 3 clusters Score -3162262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3162266.250000 Penalty: 5086.439941
	Iteration 61Q: 3 clusters Score -3162266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3162282.250000 Penalty: 5086.439941
	Iteration 62Q: 3 clusters Score -3162282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3162279.500000 Penalty: 5086.439941
	Iteration 63Q: 3 clusters Score -3162280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3162283.750000 Penalty: 5086.439941
	Iteration 64Q: 3 clusters Score -3162284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3162281.250000 Penalty: 5086.439941
	Iteration 65Q: 3 clusters Score -3162281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3162288.250000 Penalty: 5086.439941
	Iteration 66Q: 3 clusters Score -3162288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3162289.750000 Penalty: 5086.439941
	Iteration 67Q: 3 clusters Score -3162290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3162294.000000 Penalty: 5086.439941
	Iteration 68Q: 3 clusters Score -3162294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -3162303.000000 Penalty: 5086.439941
	Iteration 69Q: 3 clusters Score -3162303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3162306.500000 Penalty: 5086.439941
	Iteration 70Q: 3 clusters Score -3162306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3162306.500000 Penalty: 5086.439941
	Iteration 71Q: 3 clusters Score -3162306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3162304.000000 Penalty: 5086.439941
	Iteration 72Q: 3 clusters Score -3162304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3162306.750000 Penalty: 5086.439941
	Iteration 73Q: 3 clusters Score -3162307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3162306.500000 Penalty: 5086.439941
	Iteration 74Q: 3 clusters Score -3162306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3162308.250000 Penalty: 5086.439941
	Iteration 75Q: 3 clusters Score -3162308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -3162311.250000 Penalty: 5086.439941
	Iteration 76Q: 3 clusters Score -3162311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3162307.500000 Penalty: 5086.439941
	Iteration 77Q: 3 clusters Score -3162308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3162310.000000 Penalty: 5086.439941
	Iteration 78Q: 3 clusters Score -3162310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3162314.750000 Penalty: 5086.439941
	Iteration 79Q: 3 clusters Score -3162315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3162316.000000 Penalty: 5086.439941
	Iteration 80F: 3 clusters Score -3162316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3162316.750000 Penalty: 5086.439941
	Iteration 81Q: 3 clusters Score -3162317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3162314.500000 Penalty: 5086.439941
	Iteration 82Q: 3 clusters Score -3162314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3162315.500000 Penalty: 5086.439941
	Iteration 83Q: 3 clusters Score -3162316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3162318.000000 Penalty: 5086.439941
	Iteration 84Q: 3 clusters Score -3162318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3162315.250000 Penalty: 5086.439941
	Iteration 85Q: 3 clusters Score -3162315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3162322.500000 Penalty: 5086.439941
	Iteration 86Q: 3 clusters Score -3162322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3162319.000000 Penalty: 5086.439941
	Iteration 87Q: 3 clusters Score -3162319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3162323.500000 Penalty: 5086.439941
	Iteration 88Q: 3 clusters Score -3162324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3162318.500000 Penalty: 5086.439941
	Iteration 89Q: 3 clusters Score -3162318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3162318.000000 Penalty: 5086.439941
	Iteration 90Q: 3 clusters Score -3162318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -3162319.750000 Penalty: 5086.439941
	Iteration 91Q: 3 clusters Score -3162320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3162321.000000 Penalty: 5086.439941
	Iteration 92Q: 3 clusters Score -3162321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3162316.000000 Penalty: 5086.439941
	Iteration 93Q: 3 clusters Score -3162316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3162318.750000 Penalty: 5086.439941
	Iteration 94Q: 3 clusters Score -3162319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3162332.000000 Penalty: 5086.439941
	Iteration 95Q: 3 clusters Score -3162332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3162337.250000 Penalty: 5086.439941
	Iteration 96Q: 3 clusters Score -3162337 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3162347.500000 Penalty: 5086.439941
	Iteration 97Q: 3 clusters Score -3162348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3162356.500000 Penalty: 5086.439941
	Iteration 98Q: 3 clusters Score -3162356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3162374.000000 Penalty: 5086.439941
	Iteration 99Q: 3 clusters Score -3162374 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3162383.750000 Penalty: 5086.439941
	Iteration 100F: 3 clusters Score -3162384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3162397.250000 Penalty: 5086.439941
	Iteration 101Q: 3 clusters Score -3162397 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3162418.250000 Penalty: 5086.439941
	Iteration 102Q: 3 clusters Score -3162418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3162425.000000 Penalty: 5086.439941
	Iteration 103Q: 3 clusters Score -3162425 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3162446.750000 Penalty: 5086.439941
	Iteration 104Q: 3 clusters Score -3162447 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3162457.500000 Penalty: 5086.439941
	Iteration 105Q: 3 clusters Score -3162458 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3162486.500000 Penalty: 5086.439941
	Iteration 106Q: 3 clusters Score -3162486 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3162501.750000 Penalty: 5086.439941
	Iteration 107Q: 3 clusters Score -3162502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3162521.500000 Penalty: 5086.439941
	Iteration 108Q: 3 clusters Score -3162522 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3162542.500000 Penalty: 5086.439941
	Iteration 109Q: 3 clusters Score -3162542 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3162584.000000 Penalty: 5086.439941
	Iteration 110Q: 3 clusters Score -3162584 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3162623.000000 Penalty: 5086.439941
	Iteration 111Q: 3 clusters Score -3162623 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3162635.250000 Penalty: 5086.439941
	Iteration 112Q: 3 clusters Score -3162635 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3162655.750000 Penalty: 5086.439941
	Iteration 113Q: 3 clusters Score -3162656 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3162669.750000 Penalty: 5086.439941
	Iteration 114Q: 3 clusters Score -3162670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3162687.000000 Penalty: 5086.439941
	Iteration 115Q: 3 clusters Score -3162687 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3162694.250000 Penalty: 5086.439941
	Iteration 116Q: 3 clusters Score -3162694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3162696.750000 Penalty: 5086.439941
	Iteration 117Q: 3 clusters Score -3162697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3162699.250000 Penalty: 5086.439941
	Iteration 118Q: 3 clusters Score -3162699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3162703.000000 Penalty: 5086.439941
	Iteration 119Q: 3 clusters Score -3162703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3162704.750000 Penalty: 5086.439941
	Iteration 120F: 3 clusters Score -3162705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3162704.250000 Penalty: 5086.439941
	Iteration 121Q: 3 clusters Score -3162704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3162709.750000 Penalty: 5086.439941
	Iteration 122Q: 3 clusters Score -3162710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3162710.250000 Penalty: 5086.439941
	Iteration 123Q: 3 clusters Score -3162710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3162716.750000 Penalty: 5086.439941
	Iteration 124Q: 3 clusters Score -3162717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3162720.000000 Penalty: 5086.439941
	Iteration 125Q: 3 clusters Score -3162720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3162723.500000 Penalty: 5086.439941
	Iteration 126Q: 3 clusters Score -3162724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3162724.250000 Penalty: 5086.439941
	Iteration 127Q: 3 clusters Score -3162724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3162729.500000 Penalty: 5086.439941
	Iteration 128Q: 3 clusters Score -3162730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3162727.250000 Penalty: 5086.439941
	Iteration 129Q: 3 clusters Score -3162727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3162726.500000 Penalty: 5086.439941
	Iteration 130Q: 3 clusters Score -3162726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3162725.500000 Penalty: 5086.439941
	Iteration 131Q: 3 clusters Score -3162726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3162725.500000 Penalty: 5086.439941
	Iteration 132F: 3 clusters Score -3162726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (77764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77764 members 
Entering Unmasked Estep 
Score: -9805967.000000 Penalty: 2792.835449
	Iteration 0F: 2 clusters Score -9805967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -9753992.000000 Penalty: 5585.670898
	Iteration 0F: 3 clusters Score -9753992 nChanged 36333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -9774208.000000 Penalty: 5585.670898
	Iteration 1F: 3 clusters Score -9774208 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -9774945.000000 Penalty: 5585.670898
	Iteration 2Q: 3 clusters Score -9774945 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -9775622.000000 Penalty: 5585.670898
	Iteration 3Q: 3 clusters Score -9775622 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -9776372.000000 Penalty: 5585.670898
	Iteration 4Q: 3 clusters Score -9776372 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -9777340.000000 Penalty: 5585.670898
	Iteration 5Q: 3 clusters Score -9777340 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -9778357.000000 Penalty: 5585.670898
	Iteration 6Q: 3 clusters Score -9778357 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -9779497.000000 Penalty: 5585.670898
	Iteration 7Q: 3 clusters Score -9779497 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -9780930.000000 Penalty: 5585.670898
	Iteration 8Q: 3 clusters Score -9780930 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -9782993.000000 Penalty: 5585.670898
	Iteration 9Q: 3 clusters Score -9782993 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -9785711.000000 Penalty: 5585.670898
	Iteration 10F: 3 clusters Score -9785711 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -9788673.000000 Penalty: 5585.670898
	Iteration 11F: 3 clusters Score -9788673 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -9791220.000000 Penalty: 5585.670898
	Iteration 12Q: 3 clusters Score -9791220 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 58140 members 
Entering Unmasked Estep 
Score: -9792993.000000 Penalty: 5585.670898
	Iteration 13Q: 3 clusters Score -9792993 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 59950 members 
Entering Unmasked Estep 
Score: -9794214.000000 Penalty: 5585.670898
	Iteration 14Q: 3 clusters Score -9794214 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 61580 members 
Entering Unmasked Estep 
Score: -9795032.000000 Penalty: 5585.670898
	Iteration 15Q: 3 clusters Score -9795032 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 63136 members 
Entering Unmasked Estep 
Score: -9795773.000000 Penalty: 5585.670898
	Iteration 16Q: 3 clusters Score -9795773 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -9796452.000000 Penalty: 5585.670898
	Iteration 17Q: 3 clusters Score -9796452 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -9797173.000000 Penalty: 5585.670898
	Iteration 18Q: 3 clusters Score -9797173 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 67465 members 
Entering Unmasked Estep 
Score: -9797890.000000 Penalty: 5585.670898
	Iteration 19Q: 3 clusters Score -9797890 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -9798619.000000 Penalty: 5585.670898
	Iteration 20F: 3 clusters Score -9798619 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 70081 members 
Entering Unmasked Estep 
Score: -9799322.000000 Penalty: 5585.670898
	Iteration 21Q: 3 clusters Score -9799322 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 71300 members 
Entering Unmasked Estep 
Score: -9799971.000000 Penalty: 5585.670898
	Iteration 22Q: 3 clusters Score -9799971 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 72399 members 
Entering Unmasked Estep 
Score: -9800608.000000 Penalty: 5585.670898
	Iteration 23Q: 3 clusters Score -9800608 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -9801218.000000 Penalty: 5585.670898
	Iteration 24Q: 3 clusters Score -9801218 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 74191 members 
Entering Unmasked Estep 
Score: -9801697.000000 Penalty: 5585.670898
	Iteration 25Q: 3 clusters Score -9801697 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 74893 members 
Entering Unmasked Estep 
Score: -9802124.000000 Penalty: 5585.670898
	Iteration 26Q: 3 clusters Score -9802124 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 75455 members 
Entering Unmasked Estep 
Score: -9802525.000000 Penalty: 5585.670898
	Iteration 27Q: 3 clusters Score -9802525 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 75910 members 
Entering Unmasked Estep 
Score: -9802833.000000 Penalty: 5585.670898
	Iteration 28Q: 3 clusters Score -9802833 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 76244 members 
Entering Unmasked Estep 
Score: -9803090.000000 Penalty: 5585.670898
	Iteration 29Q: 3 clusters Score -9803090 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 76493 members 
Entering Unmasked Estep 
Score: -9803301.000000 Penalty: 5585.670898
	Iteration 30Q: 3 clusters Score -9803301 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 76667 members 
Entering Unmasked Estep 
Score: -9803413.000000 Penalty: 5585.670898
	Iteration 31Q: 3 clusters Score -9803413 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 76792 members 
Entering Unmasked Estep 
Score: -9803465.000000 Penalty: 5585.670898
	Iteration 32Q: 3 clusters Score -9803465 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 76873 members 
Entering Unmasked Estep 
Score: -9803547.000000 Penalty: 5585.670898
	Iteration 33Q: 3 clusters Score -9803547 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -9803622.000000 Penalty: 5585.670898
	Iteration 34Q: 3 clusters Score -9803622 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 76974 members 
Entering Unmasked Estep 
Score: -9803641.000000 Penalty: 5585.670898
	Iteration 35Q: 3 clusters Score -9803641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 77006 members 
Entering Unmasked Estep 
Score: -9803681.000000 Penalty: 5585.670898
	Iteration 36Q: 3 clusters Score -9803681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 77029 members 
Entering Unmasked Estep 
Score: -9803700.000000 Penalty: 5585.670898
	Iteration 37Q: 3 clusters Score -9803700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 77045 members 
Entering Unmasked Estep 
Score: -9803715.000000 Penalty: 5585.670898
	Iteration 38Q: 3 clusters Score -9803715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 77056 members 
Entering Unmasked Estep 
Score: -9803711.000000 Penalty: 5585.670898
	Iteration 39Q: 3 clusters Score -9803711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 77064 members 
Entering Unmasked Estep 
Score: -9803716.000000 Penalty: 5585.670898
	Iteration 40F: 3 clusters Score -9803716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 77067 members 
Entering Unmasked Estep 
Score: -9803717.000000 Penalty: 5585.670898
	Iteration 41Q: 3 clusters Score -9803717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 77068 members 
Entering Unmasked Estep 
Score: -9803714.000000 Penalty: 5585.670898
	Iteration 42Q: 3 clusters Score -9803714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 77069 members 
Entering Unmasked Estep 
Score: -9803724.000000 Penalty: 5585.670898
	Iteration 43Q: 3 clusters Score -9803724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 77068 members 
Entering Unmasked Estep 
Score: -9803725.000000 Penalty: 5585.670898
	Iteration 44Q: 3 clusters Score -9803725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 77069 members 
Entering Unmasked Estep 
Score: -9803727.000000 Penalty: 5585.670898
	Iteration 45Q: 3 clusters Score -9803727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 77070 members 
Entering Unmasked Estep 
Score: -9803721.000000 Penalty: 5585.670898
	Iteration 46Q: 3 clusters Score -9803721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 77071 members 
Entering Unmasked Estep 
Score: -9803720.000000 Penalty: 5585.670898
	Iteration 47Q: 3 clusters Score -9803720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 77072 members 
Entering Unmasked Estep 
Score: -9803721.000000 Penalty: 5585.670898
	Iteration 48Q: 3 clusters Score -9803721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 77072 members 
Entering Unmasked Estep 
Score: -9803721.000000 Penalty: 5585.670898
	Iteration 49F: 3 clusters Score -9803721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Entering Unmasked Estep 
Score: -214335.781250 Penalty: 1871.649658
	Iteration 0F: 2 clusters Score -214335.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -211786.015625 Penalty: 3743.299316
	Iteration 0F: 3 clusters Score -211786 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -212248.515625 Penalty: 3743.299316
	Iteration 1F: 3 clusters Score -212248.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -212489.078125 Penalty: 3743.299316
	Iteration 2F: 3 clusters Score -212489.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -212852.421875 Penalty: 3743.299316
	Iteration 3F: 3 clusters Score -212852.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -213116.531250 Penalty: 3743.299316
	Iteration 4F: 3 clusters Score -213116.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -213283.250000 Penalty: 3743.299316
	Iteration 5F: 3 clusters Score -213283.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -213441.593750 Penalty: 3743.299316
	Iteration 6F: 3 clusters Score -213441.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -213598.562500 Penalty: 3743.299316
	Iteration 7Q: 3 clusters Score -213598.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -213736.187500 Penalty: 3743.299316
	Iteration 8Q: 3 clusters Score -213736.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -213859.390625 Penalty: 3743.299316
	Iteration 9Q: 3 clusters Score -213859.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -213961.921875 Penalty: 3743.299316
	Iteration 10Q: 3 clusters Score -213961.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -214062.843750 Penalty: 3743.299316
	Iteration 11Q: 3 clusters Score -214062.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -214121.812500 Penalty: 3743.299316
	Iteration 12Q: 3 clusters Score -214121.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -214161.890625 Penalty: 3743.299316
	Iteration 13Q: 3 clusters Score -214161.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -214190.468750 Penalty: 3743.299316
	Iteration 14Q: 3 clusters Score -214190.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -214207.234375 Penalty: 3743.299316
	Iteration 15Q: 3 clusters Score -214207.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -214217.718750 Penalty: 3743.299316
	Iteration 16Q: 3 clusters Score -214217.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -214231.609375 Penalty: 3743.299316
	Iteration 17Q: 3 clusters Score -214231.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -214239.781250 Penalty: 3743.299316
	Iteration 18Q: 3 clusters Score -214239.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -214247.609375 Penalty: 3743.299316
	Iteration 19Q: 3 clusters Score -214247.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -214251.343750 Penalty: 3743.299316
	Iteration 20F: 3 clusters Score -214251.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -214254.078125 Penalty: 3743.299316
	Iteration 21Q: 3 clusters Score -214254.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -214254.640625 Penalty: 3743.299316
	Iteration 22Q: 3 clusters Score -214254.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -214254.640625 Penalty: 3743.299316
	Iteration 23F: 3 clusters Score -214254.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (111766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111766 members 
Entering Unmasked Estep 
Score: -14044738.000000 Penalty: 2882.792236
	Iteration 0F: 2 clusters Score -1.404474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55677 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -13970200.000000 Penalty: 5765.584473
	Iteration 0F: 3 clusters Score -1.39702e+07 nChanged 52901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 58518 members 
Entering Unmasked Estep 
Score: -14000633.000000 Penalty: 5765.584473
	Iteration 1F: 3 clusters Score -1.400063e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 59961 members 
Entering Unmasked Estep 
Score: -14001582.000000 Penalty: 5765.584473
	Iteration 2Q: 3 clusters Score -1.400158e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49610 members 
Mstep: Class 2 contains 62156 members 
Entering Unmasked Estep 
Score: -14002556.000000 Penalty: 5765.584473
	Iteration 3Q: 3 clusters Score -1.400256e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 65467 members 
Entering Unmasked Estep 
Score: -14003962.000000 Penalty: 5765.584473
	Iteration 4Q: 3 clusters Score -1.400396e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 70185 members 
Entering Unmasked Estep 
Score: -14006376.000000 Penalty: 5765.584473
	Iteration 5Q: 3 clusters Score -1.400638e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 76687 members 
Entering Unmasked Estep 
Score: -14010669.000000 Penalty: 5765.584473
	Iteration 6F: 3 clusters Score -1.401067e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 84984 members 
Entering Unmasked Estep 
Score: -14017548.000000 Penalty: 5765.584473
	Iteration 7F: 3 clusters Score -1.401755e+07 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 93968 members 
Entering Unmasked Estep 
Score: -14025726.000000 Penalty: 5765.584473
	Iteration 8F: 3 clusters Score -1.402573e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 101526 members 
Entering Unmasked Estep 
Score: -14033102.000000 Penalty: 5765.584473
	Iteration 9F: 3 clusters Score -1.40331e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 106394 members 
Entering Unmasked Estep 
Score: -14037786.000000 Penalty: 5765.584473
	Iteration 10Q: 3 clusters Score -1.403779e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 108916 members 
Entering Unmasked Estep 
Score: -14040113.000000 Penalty: 5765.584473
	Iteration 11Q: 3 clusters Score -1.404011e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 110085 members 
Entering Unmasked Estep 
Score: -14041100.000000 Penalty: 5765.584473
	Iteration 12Q: 3 clusters Score -1.40411e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 110619 members 
Entering Unmasked Estep 
Score: -14041639.000000 Penalty: 5765.584473
	Iteration 13Q: 3 clusters Score -1.404164e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 110831 members 
Entering Unmasked Estep 
Score: -14041872.000000 Penalty: 5765.584473
	Iteration 14Q: 3 clusters Score -1.404187e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 110958 members 
Entering Unmasked Estep 
Score: -14042034.000000 Penalty: 5765.584473
	Iteration 15Q: 3 clusters Score -1.404203e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 111025 members 
Entering Unmasked Estep 
Score: -14042138.000000 Penalty: 5765.584473
	Iteration 16Q: 3 clusters Score -1.404214e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 111059 members 
Entering Unmasked Estep 
Score: -14042179.000000 Penalty: 5765.584473
	Iteration 17Q: 3 clusters Score -1.404218e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 111090 members 
Entering Unmasked Estep 
Score: -14042225.000000 Penalty: 5765.584473
	Iteration 18Q: 3 clusters Score -1.404222e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 111121 members 
Entering Unmasked Estep 
Score: -14042264.000000 Penalty: 5765.584473
	Iteration 19Q: 3 clusters Score -1.404226e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 111137 members 
Entering Unmasked Estep 
Score: -14042290.000000 Penalty: 5765.584473
	Iteration 20F: 3 clusters Score -1.404229e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 111154 members 
Entering Unmasked Estep 
Score: -14042294.000000 Penalty: 5765.584473
	Iteration 21Q: 3 clusters Score -1.404229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 111164 members 
Entering Unmasked Estep 
Score: -14042303.000000 Penalty: 5765.584473
	Iteration 22Q: 3 clusters Score -1.40423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 111170 members 
Entering Unmasked Estep 
Score: -14042309.000000 Penalty: 5765.584473
	Iteration 23Q: 3 clusters Score -1.404231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 111176 members 
Entering Unmasked Estep 
Score: -14042321.000000 Penalty: 5765.584473
	Iteration 24Q: 3 clusters Score -1.404232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 111186 members 
Entering Unmasked Estep 
Score: -14042319.000000 Penalty: 5765.584473
	Iteration 25Q: 3 clusters Score -1.404232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 111190 members 
Entering Unmasked Estep 
Score: -14042323.000000 Penalty: 5765.584473
	Iteration 26Q: 3 clusters Score -1.404232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 111192 members 
Entering Unmasked Estep 
Score: -14042328.000000 Penalty: 5765.584473
	Iteration 27Q: 3 clusters Score -1.404233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 111192 members 
Entering Unmasked Estep 
Score: -14042321.000000 Penalty: 5765.584473
	Iteration 28Q: 3 clusters Score -1.404232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 111194 members 
Entering Unmasked Estep 
Score: -14042319.000000 Penalty: 5765.584473
	Iteration 29Q: 3 clusters Score -1.404232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 111196 members 
Entering Unmasked Estep 
Score: -14042321.000000 Penalty: 5765.584473
	Iteration 30Q: 3 clusters Score -1.404232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 111194 members 
Entering Unmasked Estep 
Score: -14042324.000000 Penalty: 5765.584473
	Iteration 31Q: 3 clusters Score -1.404232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 111192 members 
Entering Unmasked Estep 
Score: -14042332.000000 Penalty: 5765.584473
	Iteration 32Q: 3 clusters Score -1.404233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 111193 members 
Entering Unmasked Estep 
Score: -14042330.000000 Penalty: 5765.584473
	Iteration 33Q: 3 clusters Score -1.404233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 111192 members 
Entering Unmasked Estep 
Score: -14042336.000000 Penalty: 5765.584473
	Iteration 34Q: 3 clusters Score -1.404234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 111191 members 
Entering Unmasked Estep 
Score: -14042337.000000 Penalty: 5765.584473
	Iteration 35Q: 3 clusters Score -1.404234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 111191 members 
Entering Unmasked Estep 
Score: -14042337.000000 Penalty: 5765.584473
	Iteration 36F: 3 clusters Score -1.404234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Entering Unmasked Estep 
Score: -377908.468750 Penalty: 2049.050537
	Iteration 0F: 2 clusters Score -377908.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -374111.156250 Penalty: 4098.101074
	Iteration 0F: 3 clusters Score -374111.2 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -375134.375000 Penalty: 4098.101074
	Iteration 1F: 3 clusters Score -375134.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -375493.437500 Penalty: 4098.101074
	Iteration 2F: 3 clusters Score -375493.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -375869.468750 Penalty: 4098.101074
	Iteration 3F: 3 clusters Score -375869.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -376240.312500 Penalty: 4098.101074
	Iteration 4F: 3 clusters Score -376240.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -376567.218750 Penalty: 4098.101074
	Iteration 5F: 3 clusters Score -376567.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -376828.718750 Penalty: 4098.101074
	Iteration 6F: 3 clusters Score -376828.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -376992.281250 Penalty: 4098.101074
	Iteration 7Q: 3 clusters Score -376992.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -377090.437500 Penalty: 4098.101074
	Iteration 8Q: 3 clusters Score -377090.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -377141.968750 Penalty: 4098.101074
	Iteration 9Q: 3 clusters Score -377142 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -377176.312500 Penalty: 4098.101074
	Iteration 10Q: 3 clusters Score -377176.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -377199.937500 Penalty: 4098.101074
	Iteration 11Q: 3 clusters Score -377199.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -377225.000000 Penalty: 4098.101074
	Iteration 12Q: 3 clusters Score -377225 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -377259.281250 Penalty: 4098.101074
	Iteration 13Q: 3 clusters Score -377259.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -377281.781250 Penalty: 4098.101074
	Iteration 14Q: 3 clusters Score -377281.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -377298.000000 Penalty: 4098.101074
	Iteration 15Q: 3 clusters Score -377298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -377307.531250 Penalty: 4098.101074
	Iteration 16Q: 3 clusters Score -377307.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -377321.687500 Penalty: 4098.101074
	Iteration 17Q: 3 clusters Score -377321.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -377333.187500 Penalty: 4098.101074
	Iteration 18Q: 3 clusters Score -377333.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -377344.656250 Penalty: 4098.101074
	Iteration 19Q: 3 clusters Score -377344.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -377350.687500 Penalty: 4098.101074
	Iteration 20F: 3 clusters Score -377350.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -377358.281250 Penalty: 4098.101074
	Iteration 21Q: 3 clusters Score -377358.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -377363.031250 Penalty: 4098.101074
	Iteration 22Q: 3 clusters Score -377363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -377370.750000 Penalty: 4098.101074
	Iteration 23Q: 3 clusters Score -377370.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -377379.812500 Penalty: 4098.101074
	Iteration 24Q: 3 clusters Score -377379.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -377386.437500 Penalty: 4098.101074
	Iteration 25Q: 3 clusters Score -377386.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -377394.625000 Penalty: 4098.101074
	Iteration 26Q: 3 clusters Score -377394.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -377402.531250 Penalty: 4098.101074
	Iteration 27Q: 3 clusters Score -377402.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -377410.250000 Penalty: 4098.101074
	Iteration 28Q: 3 clusters Score -377410.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -377418.500000 Penalty: 4098.101074
	Iteration 29Q: 3 clusters Score -377418.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -377424.281250 Penalty: 4098.101074
	Iteration 30Q: 3 clusters Score -377424.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -377428.687500 Penalty: 4098.101074
	Iteration 31Q: 3 clusters Score -377428.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -377440.093750 Penalty: 4098.101074
	Iteration 32Q: 3 clusters Score -377440.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -377447.218750 Penalty: 4098.101074
	Iteration 33Q: 3 clusters Score -377447.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -377450.343750 Penalty: 4098.101074
	Iteration 34Q: 3 clusters Score -377450.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -377451.906250 Penalty: 4098.101074
	Iteration 35Q: 3 clusters Score -377451.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -377453.156250 Penalty: 4098.101074
	Iteration 36Q: 3 clusters Score -377453.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -377454.656250 Penalty: 4098.101074
	Iteration 37Q: 3 clusters Score -377454.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -377457.781250 Penalty: 4098.101074
	Iteration 38Q: 3 clusters Score -377457.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -377457.875000 Penalty: 4098.101074
	Iteration 39Q: 3 clusters Score -377457.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -377458.312500 Penalty: 4098.101074
	Iteration 40F: 3 clusters Score -377458.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -377459.406250 Penalty: 4098.101074
	Iteration 41Q: 3 clusters Score -377459.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -377460.812500 Penalty: 4098.101074
	Iteration 42Q: 3 clusters Score -377460.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -377461.375000 Penalty: 4098.101074
	Iteration 43Q: 3 clusters Score -377461.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -377462.781250 Penalty: 4098.101074
	Iteration 44Q: 3 clusters Score -377462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -377463.156250 Penalty: 4098.101074
	Iteration 45Q: 3 clusters Score -377463.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -377464.656250 Penalty: 4098.101074
	Iteration 46Q: 3 clusters Score -377464.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -377464.312500 Penalty: 4098.101074
	Iteration 47Q: 3 clusters Score -377464.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -377464.312500 Penalty: 4098.101074
	Iteration 48F: 3 clusters Score -377464.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (186817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186817 members 
Entering Unmasked Estep 
Score: -23383980.000000 Penalty: 3010.195557
	Iteration 0F: 2 clusters Score -2.338398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93789 members 
Mstep: Class 2 contains 93028 members 
Entering Unmasked Estep 
Score: -23261744.000000 Penalty: 6020.391113
	Iteration 0F: 3 clusters Score -2.326174e+07 nChanged 89971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99078 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -23315716.000000 Penalty: 6020.391113
	Iteration 1F: 3 clusters Score -2.331572e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102553 members 
Mstep: Class 2 contains 84264 members 
Entering Unmasked Estep 
Score: -23318142.000000 Penalty: 6020.391113
	Iteration 2Q: 3 clusters Score -2.331814e+07 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108074 members 
Mstep: Class 2 contains 78743 members 
Entering Unmasked Estep 
Score: -23321890.000000 Penalty: 6020.391113
	Iteration 3Q: 3 clusters Score -2.332189e+07 nChanged 10757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116199 members 
Mstep: Class 2 contains 70618 members 
Entering Unmasked Estep 
Score: -23328066.000000 Penalty: 6020.391113
	Iteration 4F: 3 clusters Score -2.332807e+07 nChanged 13153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127232 members 
Mstep: Class 2 contains 59585 members 
Entering Unmasked Estep 
Score: -23337474.000000 Penalty: 6020.391113
	Iteration 5F: 3 clusters Score -2.333747e+07 nChanged 14621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140283 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -23349484.000000 Penalty: 6020.391113
	Iteration 6F: 3 clusters Score -2.334948e+07 nChanged 13680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152797 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -23361552.000000 Penalty: 6020.391113
	Iteration 7F: 3 clusters Score -2.336155e+07 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162264 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -23370822.000000 Penalty: 6020.391113
	Iteration 8F: 3 clusters Score -2.337082e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168388 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -23376176.000000 Penalty: 6020.391113
	Iteration 9Q: 3 clusters Score -2.337618e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172246 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -23378772.000000 Penalty: 6020.391113
	Iteration 10Q: 3 clusters Score -2.337877e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174894 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -23380244.000000 Penalty: 6020.391113
	Iteration 11Q: 3 clusters Score -2.338024e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176804 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -23381116.000000 Penalty: 6020.391113
	Iteration 12Q: 3 clusters Score -2.338112e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178289 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -23381618.000000 Penalty: 6020.391113
	Iteration 13Q: 3 clusters Score -2.338162e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179482 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -23381926.000000 Penalty: 6020.391113
	Iteration 14Q: 3 clusters Score -2.338193e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180455 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -23382144.000000 Penalty: 6020.391113
	Iteration 15Q: 3 clusters Score -2.338214e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181202 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -23382318.000000 Penalty: 6020.391113
	Iteration 16Q: 3 clusters Score -2.338232e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181788 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -23382472.000000 Penalty: 6020.391113
	Iteration 17Q: 3 clusters Score -2.338247e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182273 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -23382496.000000 Penalty: 6020.391113
	Iteration 18Q: 3 clusters Score -2.33825e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182692 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -23382512.000000 Penalty: 6020.391113
	Iteration 19Q: 3 clusters Score -2.338251e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183034 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -23382490.000000 Penalty: 6020.391113
	Iteration 20F: 3 clusters Score -2.338249e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183338 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -23382508.000000 Penalty: 6020.391113
	Iteration 21Q: 3 clusters Score -2.338251e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183599 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -23382548.000000 Penalty: 6020.391113
	Iteration 22Q: 3 clusters Score -2.338255e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183818 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -23382484.000000 Penalty: 6020.391113
	Iteration 23Q: 3 clusters Score -2.338248e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183976 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -23382516.000000 Penalty: 6020.391113
	Iteration 24Q: 3 clusters Score -2.338252e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184105 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -23382482.000000 Penalty: 6020.391113
	Iteration 25Q: 3 clusters Score -2.338248e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184220 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -23382490.000000 Penalty: 6020.391113
	Iteration 26Q: 3 clusters Score -2.338249e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184318 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -23382468.000000 Penalty: 6020.391113
	Iteration 27Q: 3 clusters Score -2.338247e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184419 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -23382474.000000 Penalty: 6020.391113
	Iteration 28Q: 3 clusters Score -2.338247e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184504 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -23382438.000000 Penalty: 6020.391113
	Iteration 29Q: 3 clusters Score -2.338244e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184572 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -23382432.000000 Penalty: 6020.391113
	Iteration 30Q: 3 clusters Score -2.338243e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184633 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -23382478.000000 Penalty: 6020.391113
	Iteration 31Q: 3 clusters Score -2.338248e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184685 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -23382488.000000 Penalty: 6020.391113
	Iteration 32Q: 3 clusters Score -2.338249e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184737 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -23382500.000000 Penalty: 6020.391113
	Iteration 33Q: 3 clusters Score -2.33825e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184787 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -23382498.000000 Penalty: 6020.391113
	Iteration 34Q: 3 clusters Score -2.33825e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184830 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -23382476.000000 Penalty: 6020.391113
	Iteration 35Q: 3 clusters Score -2.338248e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184871 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -23382496.000000 Penalty: 6020.391113
	Iteration 36Q: 3 clusters Score -2.33825e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184905 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -23382456.000000 Penalty: 6020.391113
	Iteration 37Q: 3 clusters Score -2.338246e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184948 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -23382428.000000 Penalty: 6020.391113
	Iteration 38Q: 3 clusters Score -2.338243e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184987 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -23382418.000000 Penalty: 6020.391113
	Iteration 39Q: 3 clusters Score -2.338242e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185020 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -23382408.000000 Penalty: 6020.391113
	Iteration 40F: 3 clusters Score -2.338241e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185050 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -23382410.000000 Penalty: 6020.391113
	Iteration 41Q: 3 clusters Score -2.338241e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185071 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -23382414.000000 Penalty: 6020.391113
	Iteration 42Q: 3 clusters Score -2.338241e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185085 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -23382384.000000 Penalty: 6020.391113
	Iteration 43Q: 3 clusters Score -2.338238e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185106 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -23382404.000000 Penalty: 6020.391113
	Iteration 44Q: 3 clusters Score -2.33824e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185121 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -23382428.000000 Penalty: 6020.391113
	Iteration 45Q: 3 clusters Score -2.338243e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185138 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -23382394.000000 Penalty: 6020.391113
	Iteration 46Q: 3 clusters Score -2.338239e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185154 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -23382418.000000 Penalty: 6020.391113
	Iteration 47Q: 3 clusters Score -2.338242e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185162 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -23382404.000000 Penalty: 6020.391113
	Iteration 48Q: 3 clusters Score -2.33824e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185173 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -23382424.000000 Penalty: 6020.391113
	Iteration 49Q: 3 clusters Score -2.338242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185179 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -23382416.000000 Penalty: 6020.391113
	Iteration 50Q: 3 clusters Score -2.338242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185182 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -23382424.000000 Penalty: 6020.391113
	Iteration 51Q: 3 clusters Score -2.338242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185190 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -23382422.000000 Penalty: 6020.391113
	Iteration 52Q: 3 clusters Score -2.338242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185196 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -23382414.000000 Penalty: 6020.391113
	Iteration 53Q: 3 clusters Score -2.338241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185196 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -23382426.000000 Penalty: 6020.391113
	Iteration 54Q: 3 clusters Score -2.338243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185198 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -23382432.000000 Penalty: 6020.391113
	Iteration 55Q: 3 clusters Score -2.338243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185201 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -23382430.000000 Penalty: 6020.391113
	Iteration 56Q: 3 clusters Score -2.338243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185202 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -23382436.000000 Penalty: 6020.391113
	Iteration 57Q: 3 clusters Score -2.338244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185205 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -23382430.000000 Penalty: 6020.391113
	Iteration 58Q: 3 clusters Score -2.338243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185209 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -23382444.000000 Penalty: 6020.391113
	Iteration 59Q: 3 clusters Score -2.338244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185214 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -23382446.000000 Penalty: 6020.391113
	Iteration 60F: 3 clusters Score -2.338245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185221 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -23382444.000000 Penalty: 6020.391113
	Iteration 61Q: 3 clusters Score -2.338244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185225 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -23382446.000000 Penalty: 6020.391113
	Iteration 62Q: 3 clusters Score -2.338245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185227 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -23382436.000000 Penalty: 6020.391113
	Iteration 63Q: 3 clusters Score -2.338244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185228 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -23382426.000000 Penalty: 6020.391113
	Iteration 64Q: 3 clusters Score -2.338243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185231 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -23382450.000000 Penalty: 6020.391113
	Iteration 65Q: 3 clusters Score -2.338245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185231 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -23382446.000000 Penalty: 6020.391113
	Iteration 66Q: 3 clusters Score -2.338245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185231 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -23382446.000000 Penalty: 6020.391113
	Iteration 67F: 3 clusters Score -2.338245e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Entering Unmasked Estep 
Score: -2580504.500000 Penalty: 2463.130615
	Iteration 0F: 2 clusters Score -2580504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2565983.000000 Penalty: 4926.261230
	Iteration 0F: 3 clusters Score -2565983 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2570992.750000 Penalty: 4926.261230
	Iteration 1F: 3 clusters Score -2570993 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2571481.500000 Penalty: 4926.261230
	Iteration 2F: 3 clusters Score -2571482 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2571991.250000 Penalty: 4926.261230
	Iteration 3F: 3 clusters Score -2571991 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2572563.500000 Penalty: 4926.261230
	Iteration 4F: 3 clusters Score -2572564 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2573358.250000 Penalty: 4926.261230
	Iteration 5F: 3 clusters Score -2573358 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2574333.000000 Penalty: 4926.261230
	Iteration 6F: 3 clusters Score -2574333 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2575404.500000 Penalty: 4926.261230
	Iteration 7F: 3 clusters Score -2575404 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2576424.250000 Penalty: 4926.261230
	Iteration 8F: 3 clusters Score -2576424 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2577184.750000 Penalty: 4926.261230
	Iteration 9Q: 3 clusters Score -2577185 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2577688.750000 Penalty: 4926.261230
	Iteration 10Q: 3 clusters Score -2577689 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2577999.250000 Penalty: 4926.261230
	Iteration 11Q: 3 clusters Score -2577999 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2578200.250000 Penalty: 4926.261230
	Iteration 12Q: 3 clusters Score -2578200 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2578337.250000 Penalty: 4926.261230
	Iteration 13Q: 3 clusters Score -2578337 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2578405.250000 Penalty: 4926.261230
	Iteration 14Q: 3 clusters Score -2578405 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2578458.500000 Penalty: 4926.261230
	Iteration 15Q: 3 clusters Score -2578458 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2578508.250000 Penalty: 4926.261230
	Iteration 16Q: 3 clusters Score -2578508 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2578540.750000 Penalty: 4926.261230
	Iteration 17Q: 3 clusters Score -2578541 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2578566.250000 Penalty: 4926.261230
	Iteration 18Q: 3 clusters Score -2578566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2578578.750000 Penalty: 4926.261230
	Iteration 19Q: 3 clusters Score -2578579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2578596.000000 Penalty: 4926.261230
	Iteration 20F: 3 clusters Score -2578596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2578613.750000 Penalty: 4926.261230
	Iteration 21Q: 3 clusters Score -2578614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2578622.250000 Penalty: 4926.261230
	Iteration 22Q: 3 clusters Score -2578622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2578631.000000 Penalty: 4926.261230
	Iteration 23Q: 3 clusters Score -2578631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2578632.500000 Penalty: 4926.261230
	Iteration 24Q: 3 clusters Score -2578632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2578643.250000 Penalty: 4926.261230
	Iteration 25Q: 3 clusters Score -2578643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2578647.250000 Penalty: 4926.261230
	Iteration 26Q: 3 clusters Score -2578647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2578655.250000 Penalty: 4926.261230
	Iteration 27Q: 3 clusters Score -2578655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2578666.000000 Penalty: 4926.261230
	Iteration 28Q: 3 clusters Score -2578666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2578670.000000 Penalty: 4926.261230
	Iteration 29Q: 3 clusters Score -2578670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2578674.250000 Penalty: 4926.261230
	Iteration 30Q: 3 clusters Score -2578674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2578682.250000 Penalty: 4926.261230
	Iteration 31Q: 3 clusters Score -2578682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2578682.250000 Penalty: 4926.261230
	Iteration 32Q: 3 clusters Score -2578682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2578677.500000 Penalty: 4926.261230
	Iteration 33Q: 3 clusters Score -2578678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2578679.500000 Penalty: 4926.261230
	Iteration 34Q: 3 clusters Score -2578680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2578679.500000 Penalty: 4926.261230
	Iteration 35Q: 3 clusters Score -2578680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2578682.750000 Penalty: 4926.261230
	Iteration 36Q: 3 clusters Score -2578683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2578684.250000 Penalty: 4926.261230
	Iteration 37Q: 3 clusters Score -2578684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2578682.500000 Penalty: 4926.261230
	Iteration 38Q: 3 clusters Score -2578682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2578682.500000 Penalty: 4926.261230
	Iteration 39F: 3 clusters Score -2578682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Entering Unmasked Estep 
Score: -280774.062500 Penalty: 1952.463379
	Iteration 0F: 2 clusters Score -280774.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -277754.812500 Penalty: 3904.926758
	Iteration 0F: 3 clusters Score -277754.8 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -278329.937500 Penalty: 3904.926758
	Iteration 1F: 3 clusters Score -278329.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -278506.218750 Penalty: 3904.926758
	Iteration 2F: 3 clusters Score -278506.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -278624.937500 Penalty: 3904.926758
	Iteration 3F: 3 clusters Score -278624.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -278707.000000 Penalty: 3904.926758
	Iteration 4Q: 3 clusters Score -278707 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -278758.562500 Penalty: 3904.926758
	Iteration 5Q: 3 clusters Score -278758.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -278798.875000 Penalty: 3904.926758
	Iteration 6Q: 3 clusters Score -278798.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -278824.000000 Penalty: 3904.926758
	Iteration 7Q: 3 clusters Score -278824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -278839.531250 Penalty: 3904.926758
	Iteration 8Q: 3 clusters Score -278839.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -278847.968750 Penalty: 3904.926758
	Iteration 9Q: 3 clusters Score -278848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -278857.062500 Penalty: 3904.926758
	Iteration 10Q: 3 clusters Score -278857.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -278863.406250 Penalty: 3904.926758
	Iteration 11Q: 3 clusters Score -278863.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -278866.593750 Penalty: 3904.926758
	Iteration 12Q: 3 clusters Score -278866.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -278869.062500 Penalty: 3904.926758
	Iteration 13Q: 3 clusters Score -278869.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -278871.062500 Penalty: 3904.926758
	Iteration 14Q: 3 clusters Score -278871.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -278874.156250 Penalty: 3904.926758
	Iteration 15Q: 3 clusters Score -278874.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -278876.718750 Penalty: 3904.926758
	Iteration 16Q: 3 clusters Score -278876.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -278878.437500 Penalty: 3904.926758
	Iteration 17Q: 3 clusters Score -278878.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -278881.375000 Penalty: 3904.926758
	Iteration 18Q: 3 clusters Score -278881.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -278886.531250 Penalty: 3904.926758
	Iteration 19Q: 3 clusters Score -278886.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -278889.468750 Penalty: 3904.926758
	Iteration 20F: 3 clusters Score -278889.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -278892.187500 Penalty: 3904.926758
	Iteration 21Q: 3 clusters Score -278892.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -278893.218750 Penalty: 3904.926758
	Iteration 22Q: 3 clusters Score -278893.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -278895.625000 Penalty: 3904.926758
	Iteration 23Q: 3 clusters Score -278895.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -278898.968750 Penalty: 3904.926758
	Iteration 24Q: 3 clusters Score -278899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -278900.062500 Penalty: 3904.926758
	Iteration 25Q: 3 clusters Score -278900.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -278902.187500 Penalty: 3904.926758
	Iteration 26Q: 3 clusters Score -278902.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -278906.750000 Penalty: 3904.926758
	Iteration 27Q: 3 clusters Score -278906.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -278909.156250 Penalty: 3904.926758
	Iteration 28Q: 3 clusters Score -278909.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -278912.531250 Penalty: 3904.926758
	Iteration 29Q: 3 clusters Score -278912.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -278912.875000 Penalty: 3904.926758
	Iteration 30Q: 3 clusters Score -278912.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -278913.187500 Penalty: 3904.926758
	Iteration 31Q: 3 clusters Score -278913.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -278915.250000 Penalty: 3904.926758
	Iteration 32Q: 3 clusters Score -278915.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -278916.937500 Penalty: 3904.926758
	Iteration 33Q: 3 clusters Score -278916.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -278917.937500 Penalty: 3904.926758
	Iteration 34Q: 3 clusters Score -278917.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -278921.687500 Penalty: 3904.926758
	Iteration 35Q: 3 clusters Score -278921.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -278923.343750 Penalty: 3904.926758
	Iteration 36Q: 3 clusters Score -278923.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -278924.937500 Penalty: 3904.926758
	Iteration 37Q: 3 clusters Score -278924.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -278930.062500 Penalty: 3904.926758
	Iteration 38Q: 3 clusters Score -278930.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -278935.437500 Penalty: 3904.926758
	Iteration 39Q: 3 clusters Score -278935.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -278940.031250 Penalty: 3904.926758
	Iteration 40F: 3 clusters Score -278940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -278944.000000 Penalty: 3904.926758
	Iteration 41Q: 3 clusters Score -278944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -278947.875000 Penalty: 3904.926758
	Iteration 42Q: 3 clusters Score -278947.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -278950.500000 Penalty: 3904.926758
	Iteration 43Q: 3 clusters Score -278950.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -278954.437500 Penalty: 3904.926758
	Iteration 44Q: 3 clusters Score -278954.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -278955.312500 Penalty: 3904.926758
	Iteration 45Q: 3 clusters Score -278955.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -278957.937500 Penalty: 3904.926758
	Iteration 46Q: 3 clusters Score -278957.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -278959.937500 Penalty: 3904.926758
	Iteration 47Q: 3 clusters Score -278959.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -278960.718750 Penalty: 3904.926758
	Iteration 48Q: 3 clusters Score -278960.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -278961.343750 Penalty: 3904.926758
	Iteration 49Q: 3 clusters Score -278961.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -278961.343750 Penalty: 3904.926758
	Iteration 50F: 3 clusters Score -278961.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Entering Unmasked Estep 
Score: -995091.062500 Penalty: 2242.044189
	Iteration 0F: 2 clusters Score -995091.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -988302.000000 Penalty: 4484.088379
	Iteration 0F: 3 clusters Score -988302 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -990253.687500 Penalty: 4484.088379
	Iteration 1F: 3 clusters Score -990253.7 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -990743.750000 Penalty: 4484.088379
	Iteration 2F: 3 clusters Score -990743.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -991276.125000 Penalty: 4484.088379
	Iteration 3F: 3 clusters Score -991276.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -991721.937500 Penalty: 4484.088379
	Iteration 4F: 3 clusters Score -991721.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -992119.437500 Penalty: 4484.088379
	Iteration 5F: 3 clusters Score -992119.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -992418.875000 Penalty: 4484.088379
	Iteration 6F: 3 clusters Score -992418.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -992650.187500 Penalty: 4484.088379
	Iteration 7F: 3 clusters Score -992650.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -992881.062500 Penalty: 4484.088379
	Iteration 8Q: 3 clusters Score -992881.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -993115.562500 Penalty: 4484.088379
	Iteration 9Q: 3 clusters Score -993115.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -993280.125000 Penalty: 4484.088379
	Iteration 10Q: 3 clusters Score -993280.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -993422.312500 Penalty: 4484.088379
	Iteration 11Q: 3 clusters Score -993422.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -993545.437500 Penalty: 4484.088379
	Iteration 12Q: 3 clusters Score -993545.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -993633.125000 Penalty: 4484.088379
	Iteration 13Q: 3 clusters Score -993633.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -993702.437500 Penalty: 4484.088379
	Iteration 14Q: 3 clusters Score -993702.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -993754.812500 Penalty: 4484.088379
	Iteration 15Q: 3 clusters Score -993754.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -993808.062500 Penalty: 4484.088379
	Iteration 16Q: 3 clusters Score -993808.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -993846.000000 Penalty: 4484.088379
	Iteration 17Q: 3 clusters Score -993846 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -993881.187500 Penalty: 4484.088379
	Iteration 18Q: 3 clusters Score -993881.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -993922.812500 Penalty: 4484.088379
	Iteration 19Q: 3 clusters Score -993922.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -993958.500000 Penalty: 4484.088379
	Iteration 20F: 3 clusters Score -993958.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -993988.312500 Penalty: 4484.088379
	Iteration 21Q: 3 clusters Score -993988.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -994010.375000 Penalty: 4484.088379
	Iteration 22Q: 3 clusters Score -994010.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -994030.437500 Penalty: 4484.088379
	Iteration 23Q: 3 clusters Score -994030.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -994038.812500 Penalty: 4484.088379
	Iteration 24Q: 3 clusters Score -994038.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -994050.437500 Penalty: 4484.088379
	Iteration 25Q: 3 clusters Score -994050.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -994063.750000 Penalty: 4484.088379
	Iteration 26Q: 3 clusters Score -994063.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -994076.062500 Penalty: 4484.088379
	Iteration 27Q: 3 clusters Score -994076.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -994081.125000 Penalty: 4484.088379
	Iteration 28Q: 3 clusters Score -994081.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -994085.312500 Penalty: 4484.088379
	Iteration 29Q: 3 clusters Score -994085.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -994090.750000 Penalty: 4484.088379
	Iteration 30Q: 3 clusters Score -994090.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -994099.812500 Penalty: 4484.088379
	Iteration 31Q: 3 clusters Score -994099.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -994108.375000 Penalty: 4484.088379
	Iteration 32Q: 3 clusters Score -994108.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -994113.500000 Penalty: 4484.088379
	Iteration 33Q: 3 clusters Score -994113.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -994119.125000 Penalty: 4484.088379
	Iteration 34Q: 3 clusters Score -994119.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -994122.125000 Penalty: 4484.088379
	Iteration 35Q: 3 clusters Score -994122.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -994134.062500 Penalty: 4484.088379
	Iteration 36Q: 3 clusters Score -994134.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -994138.312500 Penalty: 4484.088379
	Iteration 37Q: 3 clusters Score -994138.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -994143.437500 Penalty: 4484.088379
	Iteration 38Q: 3 clusters Score -994143.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -994147.375000 Penalty: 4484.088379
	Iteration 39Q: 3 clusters Score -994147.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -994155.125000 Penalty: 4484.088379
	Iteration 40F: 3 clusters Score -994155.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -994153.000000 Penalty: 4484.088379
	Iteration 41Q: 3 clusters Score -994153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -994156.687500 Penalty: 4484.088379
	Iteration 42Q: 3 clusters Score -994156.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -994158.625000 Penalty: 4484.088379
	Iteration 43Q: 3 clusters Score -994158.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -994158.687500 Penalty: 4484.088379
	Iteration 44Q: 3 clusters Score -994158.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -994158.687500 Penalty: 4484.088379
	Iteration 45F: 3 clusters Score -994158.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Entering Unmasked Estep 
Score: -4777857.500000 Penalty: 2623.794922
	Iteration 0F: 2 clusters Score -4777858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -4751189.000000 Penalty: 5247.589844
	Iteration 0F: 3 clusters Score -4751189 nChanged 17962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -4761163.500000 Penalty: 5247.589844
	Iteration 1F: 3 clusters Score -4761164 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -4761975.500000 Penalty: 5247.589844
	Iteration 2Q: 3 clusters Score -4761976 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -4763109.500000 Penalty: 5247.589844
	Iteration 3F: 3 clusters Score -4763110 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -4764640.500000 Penalty: 5247.589844
	Iteration 4F: 3 clusters Score -4764640 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -4766669.000000 Penalty: 5247.589844
	Iteration 5F: 3 clusters Score -4766669 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -4769065.500000 Penalty: 5247.589844
	Iteration 6F: 3 clusters Score -4769066 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -4771496.500000 Penalty: 5247.589844
	Iteration 7F: 3 clusters Score -4771496 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -4773687.500000 Penalty: 5247.589844
	Iteration 8F: 3 clusters Score -4773688 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -4775514.000000 Penalty: 5247.589844
	Iteration 9Q: 3 clusters Score -4775514 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -4776401.000000 Penalty: 5247.589844
	Iteration 10Q: 3 clusters Score -4776401 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -4776743.000000 Penalty: 5247.589844
	Iteration 11Q: 3 clusters Score -4776743 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -4776846.000000 Penalty: 5247.589844
	Iteration 12Q: 3 clusters Score -4776846 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -4776883.000000 Penalty: 5247.589844
	Iteration 13Q: 3 clusters Score -4776883 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -4776920.000000 Penalty: 5247.589844
	Iteration 14Q: 3 clusters Score -4776920 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -4776942.500000 Penalty: 5247.589844
	Iteration 15Q: 3 clusters Score -4776942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -4776944.000000 Penalty: 5247.589844
	Iteration 16Q: 3 clusters Score -4776944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -4776955.500000 Penalty: 5247.589844
	Iteration 17Q: 3 clusters Score -4776956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -4776975.000000 Penalty: 5247.589844
	Iteration 18Q: 3 clusters Score -4776975 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -4776986.000000 Penalty: 5247.589844
	Iteration 19Q: 3 clusters Score -4776986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -4776988.500000 Penalty: 5247.589844
	Iteration 20F: 3 clusters Score -4776988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -4776984.500000 Penalty: 5247.589844
	Iteration 21Q: 3 clusters Score -4776984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -4776989.000000 Penalty: 5247.589844
	Iteration 22Q: 3 clusters Score -4776989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -4776985.000000 Penalty: 5247.589844
	Iteration 23Q: 3 clusters Score -4776985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -4776976.000000 Penalty: 5247.589844
	Iteration 24Q: 3 clusters Score -4776976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -4776990.500000 Penalty: 5247.589844
	Iteration 25Q: 3 clusters Score -4776990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -4776990.000000 Penalty: 5247.589844
	Iteration 26Q: 3 clusters Score -4776990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -4776994.500000 Penalty: 5247.589844
	Iteration 27Q: 3 clusters Score -4776994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -4777000.000000 Penalty: 5247.589844
	Iteration 28Q: 3 clusters Score -4777000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -4776994.000000 Penalty: 5247.589844
	Iteration 29Q: 3 clusters Score -4776994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -4776992.000000 Penalty: 5247.589844
	Iteration 30Q: 3 clusters Score -4776992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -4776995.000000 Penalty: 5247.589844
	Iteration 31Q: 3 clusters Score -4776995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -4776995.000000 Penalty: 5247.589844
	Iteration 32F: 3 clusters Score -4776995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (273026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273026 members 
Entering Unmasked Estep 
Score: -33879836.000000 Penalty: 3104.295898
	Iteration 0F: 2 clusters Score -3.387984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136464 members 
Mstep: Class 2 contains 136562 members 
Entering Unmasked Estep 
Score: -33705476.000000 Penalty: 6208.591797
	Iteration 0F: 3 clusters Score -3.370548e+07 nChanged 132006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135068 members 
Mstep: Class 2 contains 137958 members 
Entering Unmasked Estep 
Score: -33783016.000000 Penalty: 6208.591797
	Iteration 1F: 3 clusters Score -3.378302e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134141 members 
Mstep: Class 2 contains 138885 members 
Entering Unmasked Estep 
Score: -33784208.000000 Penalty: 6208.591797
	Iteration 2Q: 3 clusters Score -3.378421e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132554 members 
Mstep: Class 2 contains 140472 members 
Entering Unmasked Estep 
Score: -33785624.000000 Penalty: 6208.591797
	Iteration 3Q: 3 clusters Score -3.378562e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129996 members 
Mstep: Class 2 contains 143030 members 
Entering Unmasked Estep 
Score: -33787908.000000 Penalty: 6208.591797
	Iteration 4Q: 3 clusters Score -3.378791e+07 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125827 members 
Mstep: Class 2 contains 147199 members 
Entering Unmasked Estep 
Score: -33792144.000000 Penalty: 6208.591797
	Iteration 5Q: 3 clusters Score -3.379214e+07 nChanged 13865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119192 members 
Mstep: Class 2 contains 153834 members 
Entering Unmasked Estep 
Score: -33799676.000000 Penalty: 6208.591797
	Iteration 6F: 3 clusters Score -3.379968e+07 nChanged 18393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109365 members 
Mstep: Class 2 contains 163661 members 
Entering Unmasked Estep 
Score: -33812072.000000 Penalty: 6208.591797
	Iteration 7F: 3 clusters Score -3.381207e+07 nChanged 21382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96387 members 
Mstep: Class 2 contains 176639 members 
Entering Unmasked Estep 
Score: -33829136.000000 Penalty: 6208.591797
	Iteration 8F: 3 clusters Score -3.382914e+07 nChanged 20857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 190532 members 
Entering Unmasked Estep 
Score: -33847576.000000 Penalty: 6208.591797
	Iteration 9F: 3 clusters Score -3.384758e+07 nChanged 16726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70968 members 
Mstep: Class 2 contains 202058 members 
Entering Unmasked Estep 
Score: -33860436.000000 Penalty: 6208.591797
	Iteration 10F: 3 clusters Score -3.386044e+07 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62109 members 
Mstep: Class 2 contains 210917 members 
Entering Unmasked Estep 
Score: -33866540.000000 Penalty: 6208.591797
	Iteration 11Q: 3 clusters Score -3.386654e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 218368 members 
Entering Unmasked Estep 
Score: -33869604.000000 Penalty: 6208.591797
	Iteration 12Q: 3 clusters Score -3.38696e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 225497 members 
Entering Unmasked Estep 
Score: -33872116.000000 Penalty: 6208.591797
	Iteration 13Q: 3 clusters Score -3.387212e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 232206 members 
Entering Unmasked Estep 
Score: -33873856.000000 Penalty: 6208.591797
	Iteration 14Q: 3 clusters Score -3.387386e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 238077 members 
Entering Unmasked Estep 
Score: -33875104.000000 Penalty: 6208.591797
	Iteration 15Q: 3 clusters Score -3.38751e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 243458 members 
Entering Unmasked Estep 
Score: -33875920.000000 Penalty: 6208.591797
	Iteration 16Q: 3 clusters Score -3.387592e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 248225 members 
Entering Unmasked Estep 
Score: -33876704.000000 Penalty: 6208.591797
	Iteration 17Q: 3 clusters Score -3.38767e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 252451 members 
Entering Unmasked Estep 
Score: -33877280.000000 Penalty: 6208.591797
	Iteration 18Q: 3 clusters Score -3.387728e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 256115 members 
Entering Unmasked Estep 
Score: -33878008.000000 Penalty: 6208.591797
	Iteration 19Q: 3 clusters Score -3.387801e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 259255 members 
Entering Unmasked Estep 
Score: -33878616.000000 Penalty: 6208.591797
	Iteration 20F: 3 clusters Score -3.387862e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 261885 members 
Entering Unmasked Estep 
Score: -33879032.000000 Penalty: 6208.591797
	Iteration 21Q: 3 clusters Score -3.387903e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 264040 members 
Entering Unmasked Estep 
Score: -33879092.000000 Penalty: 6208.591797
	Iteration 22Q: 3 clusters Score -3.387909e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 265761 members 
Entering Unmasked Estep 
Score: -33879068.000000 Penalty: 6208.591797
	Iteration 23Q: 3 clusters Score -3.387907e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 267090 members 
Entering Unmasked Estep 
Score: -33879012.000000 Penalty: 6208.591797
	Iteration 24Q: 3 clusters Score -3.387901e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 268128 members 
Entering Unmasked Estep 
Score: -33878960.000000 Penalty: 6208.591797
	Iteration 25Q: 3 clusters Score -3.387896e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 268954 members 
Entering Unmasked Estep 
Score: -33878808.000000 Penalty: 6208.591797
	Iteration 26Q: 3 clusters Score -3.387881e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 269611 members 
Entering Unmasked Estep 
Score: -33878728.000000 Penalty: 6208.591797
	Iteration 27Q: 3 clusters Score -3.387873e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 270107 members 
Entering Unmasked Estep 
Score: -33878592.000000 Penalty: 6208.591797
	Iteration 28Q: 3 clusters Score -3.387859e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 270514 members 
Entering Unmasked Estep 
Score: -33878624.000000 Penalty: 6208.591797
	Iteration 29Q: 3 clusters Score -3.387862e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 270821 members 
Entering Unmasked Estep 
Score: -33878536.000000 Penalty: 6208.591797
	Iteration 30Q: 3 clusters Score -3.387854e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 271053 members 
Entering Unmasked Estep 
Score: -33878612.000000 Penalty: 6208.591797
	Iteration 31Q: 3 clusters Score -3.387861e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 271217 members 
Entering Unmasked Estep 
Score: -33878500.000000 Penalty: 6208.591797
	Iteration 32Q: 3 clusters Score -3.38785e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 271348 members 
Entering Unmasked Estep 
Score: -33878460.000000 Penalty: 6208.591797
	Iteration 33Q: 3 clusters Score -3.387846e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 271448 members 
Entering Unmasked Estep 
Score: -33878484.000000 Penalty: 6208.591797
	Iteration 34Q: 3 clusters Score -3.387848e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 271521 members 
Entering Unmasked Estep 
Score: -33878456.000000 Penalty: 6208.591797
	Iteration 35Q: 3 clusters Score -3.387846e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 271580 members 
Entering Unmasked Estep 
Score: -33878436.000000 Penalty: 6208.591797
	Iteration 36Q: 3 clusters Score -3.387844e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 271628 members 
Entering Unmasked Estep 
Score: -33878420.000000 Penalty: 6208.591797
	Iteration 37Q: 3 clusters Score -3.387842e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 271665 members 
Entering Unmasked Estep 
Score: -33878412.000000 Penalty: 6208.591797
	Iteration 38Q: 3 clusters Score -3.387841e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 271695 members 
Entering Unmasked Estep 
Score: -33878368.000000 Penalty: 6208.591797
	Iteration 39Q: 3 clusters Score -3.387837e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 271712 members 
Entering Unmasked Estep 
Score: -33878376.000000 Penalty: 6208.591797
	Iteration 40F: 3 clusters Score -3.387838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 271724 members 
Entering Unmasked Estep 
Score: -33878364.000000 Penalty: 6208.591797
	Iteration 41Q: 3 clusters Score -3.387836e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 271738 members 
Entering Unmasked Estep 
Score: -33878352.000000 Penalty: 6208.591797
	Iteration 42Q: 3 clusters Score -3.387835e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 271746 members 
Entering Unmasked Estep 
Score: -33878348.000000 Penalty: 6208.591797
	Iteration 43Q: 3 clusters Score -3.387835e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 271758 members 
Entering Unmasked Estep 
Score: -33878340.000000 Penalty: 6208.591797
	Iteration 44Q: 3 clusters Score -3.387834e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 271771 members 
Entering Unmasked Estep 
Score: -33878356.000000 Penalty: 6208.591797
	Iteration 45Q: 3 clusters Score -3.387836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 271780 members 
Entering Unmasked Estep 
Score: -33878376.000000 Penalty: 6208.591797
	Iteration 46Q: 3 clusters Score -3.387838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 271791 members 
Entering Unmasked Estep 
Score: -33878328.000000 Penalty: 6208.591797
	Iteration 47Q: 3 clusters Score -3.387833e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 271799 members 
Entering Unmasked Estep 
Score: -33878336.000000 Penalty: 6208.591797
	Iteration 48Q: 3 clusters Score -3.387834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 271808 members 
Entering Unmasked Estep 
Score: -33878340.000000 Penalty: 6208.591797
	Iteration 49Q: 3 clusters Score -3.387834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 271814 members 
Entering Unmasked Estep 
Score: -33878332.000000 Penalty: 6208.591797
	Iteration 50Q: 3 clusters Score -3.387833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 271816 members 
Entering Unmasked Estep 
Score: -33878328.000000 Penalty: 6208.591797
	Iteration 51Q: 3 clusters Score -3.387833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 271818 members 
Entering Unmasked Estep 
Score: -33878332.000000 Penalty: 6208.591797
	Iteration 52Q: 3 clusters Score -3.387833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 271818 members 
Entering Unmasked Estep 
Score: -33878332.000000 Penalty: 6208.591797
	Iteration 53F: 3 clusters Score -3.387833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Entering Unmasked Estep 
Score: -1837383.000000 Penalty: 2381.826172
	Iteration 0F: 2 clusters Score -1837383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1826636.875000 Penalty: 4763.652344
	Iteration 0F: 3 clusters Score -1826637 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1830062.000000 Penalty: 4763.652344
	Iteration 1F: 3 clusters Score -1830062 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1830516.875000 Penalty: 4763.652344
	Iteration 2F: 3 clusters Score -1830517 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1830936.125000 Penalty: 4763.652344
	Iteration 3F: 3 clusters Score -1830936 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1831307.875000 Penalty: 4763.652344
	Iteration 4Q: 3 clusters Score -1831308 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1831760.750000 Penalty: 4763.652344
	Iteration 5Q: 3 clusters Score -1831761 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1832259.375000 Penalty: 4763.652344
	Iteration 6F: 3 clusters Score -1832259 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1832818.125000 Penalty: 4763.652344
	Iteration 7F: 3 clusters Score -1832818 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1833443.875000 Penalty: 4763.652344
	Iteration 8F: 3 clusters Score -1833444 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1833973.000000 Penalty: 4763.652344
	Iteration 9Q: 3 clusters Score -1833973 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1834304.625000 Penalty: 4763.652344
	Iteration 10Q: 3 clusters Score -1834305 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1834504.375000 Penalty: 4763.652344
	Iteration 11Q: 3 clusters Score -1834504 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1834637.250000 Penalty: 4763.652344
	Iteration 12Q: 3 clusters Score -1834637 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1834736.750000 Penalty: 4763.652344
	Iteration 13Q: 3 clusters Score -1834737 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1834814.625000 Penalty: 4763.652344
	Iteration 14Q: 3 clusters Score -1834815 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1834885.125000 Penalty: 4763.652344
	Iteration 15Q: 3 clusters Score -1834885 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1834963.875000 Penalty: 4763.652344
	Iteration 16Q: 3 clusters Score -1834964 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1835041.875000 Penalty: 4763.652344
	Iteration 17Q: 3 clusters Score -1835042 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1835113.875000 Penalty: 4763.652344
	Iteration 18Q: 3 clusters Score -1835114 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1835178.375000 Penalty: 4763.652344
	Iteration 19Q: 3 clusters Score -1835178 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1835238.750000 Penalty: 4763.652344
	Iteration 20F: 3 clusters Score -1835239 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1835290.875000 Penalty: 4763.652344
	Iteration 21Q: 3 clusters Score -1835291 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1835325.000000 Penalty: 4763.652344
	Iteration 22Q: 3 clusters Score -1835325 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1835359.375000 Penalty: 4763.652344
	Iteration 23Q: 3 clusters Score -1835359 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1835380.250000 Penalty: 4763.652344
	Iteration 24Q: 3 clusters Score -1835380 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1835398.125000 Penalty: 4763.652344
	Iteration 25Q: 3 clusters Score -1835398 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1835410.375000 Penalty: 4763.652344
	Iteration 26Q: 3 clusters Score -1835410 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1835423.125000 Penalty: 4763.652344
	Iteration 27Q: 3 clusters Score -1835423 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1835432.625000 Penalty: 4763.652344
	Iteration 28Q: 3 clusters Score -1835433 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1835440.625000 Penalty: 4763.652344
	Iteration 29Q: 3 clusters Score -1835441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1835443.000000 Penalty: 4763.652344
	Iteration 30Q: 3 clusters Score -1835443 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1835445.375000 Penalty: 4763.652344
	Iteration 31Q: 3 clusters Score -1835445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1835453.125000 Penalty: 4763.652344
	Iteration 32Q: 3 clusters Score -1835453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1835456.750000 Penalty: 4763.652344
	Iteration 33Q: 3 clusters Score -1835457 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1835466.250000 Penalty: 4763.652344
	Iteration 34Q: 3 clusters Score -1835466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1835467.125000 Penalty: 4763.652344
	Iteration 35Q: 3 clusters Score -1835467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1835473.750000 Penalty: 4763.652344
	Iteration 36Q: 3 clusters Score -1835474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1835479.750000 Penalty: 4763.652344
	Iteration 37Q: 3 clusters Score -1835480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1835483.625000 Penalty: 4763.652344
	Iteration 38Q: 3 clusters Score -1835484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1835483.000000 Penalty: 4763.652344
	Iteration 39Q: 3 clusters Score -1835483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1835488.375000 Penalty: 4763.652344
	Iteration 40F: 3 clusters Score -1835488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1835497.375000 Penalty: 4763.652344
	Iteration 41Q: 3 clusters Score -1835497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1835500.375000 Penalty: 4763.652344
	Iteration 42Q: 3 clusters Score -1835500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1835512.375000 Penalty: 4763.652344
	Iteration 43Q: 3 clusters Score -1835512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1835518.750000 Penalty: 4763.652344
	Iteration 44Q: 3 clusters Score -1835519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1835523.625000 Penalty: 4763.652344
	Iteration 45Q: 3 clusters Score -1835524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1835531.375000 Penalty: 4763.652344
	Iteration 46Q: 3 clusters Score -1835531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1835535.375000 Penalty: 4763.652344
	Iteration 47Q: 3 clusters Score -1835535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1835535.750000 Penalty: 4763.652344
	Iteration 48Q: 3 clusters Score -1835536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1835533.500000 Penalty: 4763.652344
	Iteration 49Q: 3 clusters Score -1835534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1835535.875000 Penalty: 4763.652344
	Iteration 50Q: 3 clusters Score -1835536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1835536.375000 Penalty: 4763.652344
	Iteration 51Q: 3 clusters Score -1835536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1835538.500000 Penalty: 4763.652344
	Iteration 52Q: 3 clusters Score -1835538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1835538.625000 Penalty: 4763.652344
	Iteration 53Q: 3 clusters Score -1835539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1835543.250000 Penalty: 4763.652344
	Iteration 54Q: 3 clusters Score -1835543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1835543.000000 Penalty: 4763.652344
	Iteration 55Q: 3 clusters Score -1835543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1835540.625000 Penalty: 4763.652344
	Iteration 56Q: 3 clusters Score -1835541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1835545.875000 Penalty: 4763.652344
	Iteration 57Q: 3 clusters Score -1835546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1835547.750000 Penalty: 4763.652344
	Iteration 58Q: 3 clusters Score -1835548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1835553.625000 Penalty: 4763.652344
	Iteration 59Q: 3 clusters Score -1835554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1835550.500000 Penalty: 4763.652344
	Iteration 60F: 3 clusters Score -1835550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1835549.125000 Penalty: 4763.652344
	Iteration 61Q: 3 clusters Score -1835549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1835550.875000 Penalty: 4763.652344
	Iteration 62Q: 3 clusters Score -1835551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1835549.250000 Penalty: 4763.652344
	Iteration 63Q: 3 clusters Score -1835549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1835551.000000 Penalty: 4763.652344
	Iteration 64Q: 3 clusters Score -1835551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1835555.125000 Penalty: 4763.652344
	Iteration 65Q: 3 clusters Score -1835555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1835549.500000 Penalty: 4763.652344
	Iteration 66Q: 3 clusters Score -1835550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1835549.500000 Penalty: 4763.652344
	Iteration 67Q: 3 clusters Score -1835550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1835555.000000 Penalty: 4763.652344
	Iteration 68Q: 3 clusters Score -1835555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1835554.125000 Penalty: 4763.652344
	Iteration 69Q: 3 clusters Score -1835554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1835555.750000 Penalty: 4763.652344
	Iteration 70Q: 3 clusters Score -1835556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1835555.750000 Penalty: 4763.652344
	Iteration 71F: 3 clusters Score -1835556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 76908 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2787 members 
Mstep: Class 5 contains 4013 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10783 members 
Mstep: Class 8 contains 17969 members 
Mstep: Class 9 contains 260401 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10511 members 
Mstep: Class 12 contains 58271 members 
Mstep: Class 13 contains 20286 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28422 members 
Mstep: Class 16 contains 77764 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 111766 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 186817 members 
Mstep: Class 21 contains 20578 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8438 members 
Mstep: Class 24 contains 39333 members 
Mstep: Class 25 contains 273026 members 
Mstep: Class 26 contains 14826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619696.000000 Penalty: 90644.539062
Iteration 239Q: 27 clusters Score -1.546197e+08 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 76923 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2785 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10781 members 
Mstep: Class 8 contains 17949 members 
Mstep: Class 9 contains 259699 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 10509 members 
Mstep: Class 12 contains 58237 members 
Mstep: Class 13 contains 20291 members 
Mstep: Class 14 contains 22570 members 
Mstep: Class 15 contains 28426 members 
Mstep: Class 16 contains 78017 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 111846 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 186690 members 
Mstep: Class 21 contains 20592 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8441 members 
Mstep: Class 24 contains 39327 members 
Mstep: Class 25 contains 273567 members 
Mstep: Class 26 contains 14805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619616.000000 Penalty: 90644.539062
Iteration 240F: 27 clusters Score -1.546196e+08 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 76933 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2785 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10781 members 
Mstep: Class 8 contains 17935 members 
Mstep: Class 9 contains 258976 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10510 members 
Mstep: Class 12 contains 58200 members 
Mstep: Class 13 contains 20289 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28425 members 
Mstep: Class 16 contains 78264 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 111950 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 186577 members 
Mstep: Class 21 contains 20595 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8446 members 
Mstep: Class 24 contains 39324 members 
Mstep: Class 25 contains 274109 members 
Mstep: Class 26 contains 14783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619968.000000 Penalty: 90644.539062
Iteration 241Q: 27 clusters Score -1.5462e+08 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 76929 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10773 members 
Mstep: Class 8 contains 17911 members 
Mstep: Class 9 contains 258300 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 10516 members 
Mstep: Class 12 contains 58175 members 
Mstep: Class 13 contains 20290 members 
Mstep: Class 14 contains 22569 members 
Mstep: Class 15 contains 28425 members 
Mstep: Class 16 contains 78500 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 112047 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 186444 members 
Mstep: Class 21 contains 20602 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8454 members 
Mstep: Class 24 contains 39326 members 
Mstep: Class 25 contains 274642 members 
Mstep: Class 26 contains 14764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620304.000000 Penalty: 90644.539062
Iteration 242Q: 27 clusters Score -1.546203e+08 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 76940 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10767 members 
Mstep: Class 8 contains 17886 members 
Mstep: Class 9 contains 257679 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10515 members 
Mstep: Class 12 contains 58155 members 
Mstep: Class 13 contains 20294 members 
Mstep: Class 14 contains 22574 members 
Mstep: Class 15 contains 28424 members 
Mstep: Class 16 contains 78730 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 112128 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 186328 members 
Mstep: Class 21 contains 20597 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8459 members 
Mstep: Class 24 contains 39321 members 
Mstep: Class 25 contains 275103 members 
Mstep: Class 26 contains 14756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620416.000000 Penalty: 90644.539062
Iteration 243Q: 27 clusters Score -1.546204e+08 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 76937 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2784 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10758 members 
Mstep: Class 8 contains 17870 members 
Mstep: Class 9 contains 257000 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10518 members 
Mstep: Class 12 contains 58152 members 
Mstep: Class 13 contains 20294 members 
Mstep: Class 14 contains 22571 members 
Mstep: Class 15 contains 28417 members 
Mstep: Class 16 contains 78963 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 112208 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 186235 members 
Mstep: Class 21 contains 20600 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8460 members 
Mstep: Class 24 contains 39326 members 
Mstep: Class 25 contains 275604 members 
Mstep: Class 26 contains 14740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620304.000000 Penalty: 90644.539062
Iteration 244Q: 27 clusters Score -1.546203e+08 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 76951 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2784 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10743 members 
Mstep: Class 8 contains 17859 members 
Mstep: Class 9 contains 256269 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 10512 members 
Mstep: Class 12 contains 58147 members 
Mstep: Class 13 contains 20297 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28417 members 
Mstep: Class 16 contains 79158 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 112282 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 186162 members 
Mstep: Class 21 contains 20603 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8462 members 
Mstep: Class 24 contains 39325 members 
Mstep: Class 25 contains 276155 members 
Mstep: Class 26 contains 14731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620832.000000 Penalty: 90644.539062
Iteration 245Q: 27 clusters Score -1.546208e+08 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 76956 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2785 members 
Mstep: Class 5 contains 4014 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10744 members 
Mstep: Class 8 contains 17827 members 
Mstep: Class 9 contains 255480 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10503 members 
Mstep: Class 12 contains 58124 members 
Mstep: Class 13 contains 20290 members 
Mstep: Class 14 contains 22576 members 
Mstep: Class 15 contains 28421 members 
Mstep: Class 16 contains 79325 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 112374 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 186114 members 
Mstep: Class 21 contains 20619 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8467 members 
Mstep: Class 24 contains 39323 members 
Mstep: Class 25 contains 276772 members 
Mstep: Class 26 contains 14721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620928.000000 Penalty: 90644.539062
Iteration 246Q: 27 clusters Score -1.546209e+08 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 76987 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2788 members 
Mstep: Class 5 contains 4016 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10747 members 
Mstep: Class 8 contains 17789 members 
Mstep: Class 9 contains 254726 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10500 members 
Mstep: Class 12 contains 58096 members 
Mstep: Class 13 contains 20281 members 
Mstep: Class 14 contains 22582 members 
Mstep: Class 15 contains 28421 members 
Mstep: Class 16 contains 79482 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 112458 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 186052 members 
Mstep: Class 21 contains 20635 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8473 members 
Mstep: Class 24 contains 39321 members 
Mstep: Class 25 contains 277357 members 
Mstep: Class 26 contains 14713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620656.000000 Penalty: 90644.539062
Iteration 247Q: 27 clusters Score -1.546207e+08 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 77002 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 5 contains 4016 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10741 members 
Mstep: Class 8 contains 17776 members 
Mstep: Class 9 contains 254054 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 58042 members 
Mstep: Class 13 contains 20280 members 
Mstep: Class 14 contains 22581 members 
Mstep: Class 15 contains 28419 members 
Mstep: Class 16 contains 79651 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 112539 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 185911 members 
Mstep: Class 21 contains 20664 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8479 members 
Mstep: Class 24 contains 39319 members 
Mstep: Class 25 contains 277956 members 
Mstep: Class 26 contains 14702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620768.000000 Penalty: 90644.539062
Iteration 248Q: 27 clusters Score -1.546208e+08 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 77007 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2787 members 
Mstep: Class 5 contains 4016 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10737 members 
Mstep: Class 8 contains 17768 members 
Mstep: Class 9 contains 253513 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 57998 members 
Mstep: Class 13 contains 20281 members 
Mstep: Class 14 contains 22578 members 
Mstep: Class 15 contains 28416 members 
Mstep: Class 16 contains 79780 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 112614 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 185796 members 
Mstep: Class 21 contains 20681 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8486 members 
Mstep: Class 24 contains 39318 members 
Mstep: Class 25 contains 278467 members 
Mstep: Class 26 contains 14688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621040.000000 Penalty: 90644.539062
Iteration 249Q: 27 clusters Score -1.54621e+08 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 77026 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 4016 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10733 members 
Mstep: Class 8 contains 17762 members 
Mstep: Class 9 contains 252911 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 57960 members 
Mstep: Class 13 contains 20279 members 
Mstep: Class 14 contains 22575 members 
Mstep: Class 15 contains 28420 members 
Mstep: Class 16 contains 79904 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 112662 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 185677 members 
Mstep: Class 21 contains 20700 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8500 members 
Mstep: Class 24 contains 39307 members 
Mstep: Class 25 contains 279050 members 
Mstep: Class 26 contains 14668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621008.000000 Penalty: 90644.539062
Iteration 250Q: 27 clusters Score -1.54621e+08 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 77063 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2788 members 
Mstep: Class 5 contains 4015 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10721 members 
Mstep: Class 8 contains 17768 members 
Mstep: Class 9 contains 252296 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10493 members 
Mstep: Class 12 contains 57904 members 
Mstep: Class 13 contains 20278 members 
Mstep: Class 14 contains 22571 members 
Mstep: Class 15 contains 28423 members 
Mstep: Class 16 contains 80030 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 112694 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 185532 members 
Mstep: Class 21 contains 20697 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8513 members 
Mstep: Class 24 contains 39303 members 
Mstep: Class 25 contains 279688 members 
Mstep: Class 26 contains 14659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621136.000000 Penalty: 90644.539062
Iteration 251Q: 27 clusters Score -1.546211e+08 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 77105 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2784 members 
Mstep: Class 5 contains 4015 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10696 members 
Mstep: Class 8 contains 17759 members 
Mstep: Class 9 contains 251679 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 10493 members 
Mstep: Class 12 contains 57848 members 
Mstep: Class 13 contains 20278 members 
Mstep: Class 14 contains 22568 members 
Mstep: Class 15 contains 28421 members 
Mstep: Class 16 contains 80141 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 112734 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 185408 members 
Mstep: Class 21 contains 20689 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8533 members 
Mstep: Class 24 contains 39305 members 
Mstep: Class 25 contains 280330 members 
Mstep: Class 26 contains 14645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620976.000000 Penalty: 90644.539062
Iteration 252Q: 27 clusters Score -1.54621e+08 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 77126 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2781 members 
Mstep: Class 5 contains 4016 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 17746 members 
Mstep: Class 9 contains 251019 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10490 members 
Mstep: Class 12 contains 57825 members 
Mstep: Class 13 contains 20280 members 
Mstep: Class 14 contains 22569 members 
Mstep: Class 15 contains 28422 members 
Mstep: Class 16 contains 80222 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 112791 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 185315 members 
Mstep: Class 21 contains 20691 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 8552 members 
Mstep: Class 24 contains 39305 members 
Mstep: Class 25 contains 280970 members 
Mstep: Class 26 contains 14626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621232.000000 Penalty: 90644.539062
Iteration 253Q: 27 clusters Score -1.546212e+08 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 77138 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 4016 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10678 members 
Mstep: Class 8 contains 17722 members 
Mstep: Class 9 contains 250519 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10476 members 
Mstep: Class 12 contains 57783 members 
Mstep: Class 13 contains 20282 members 
Mstep: Class 14 contains 22574 members 
Mstep: Class 15 contains 28421 members 
Mstep: Class 16 contains 80308 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 112809 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 185278 members 
Mstep: Class 21 contains 20683 members 
Mstep: Class 22 contains 2626 members 
Mstep: Class 23 contains 8572 members 
Mstep: Class 24 contains 39297 members 
Mstep: Class 25 contains 281476 members 
Mstep: Class 26 contains 14623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621600.000000 Penalty: 90644.539062
Iteration 254Q: 27 clusters Score -1.546216e+08 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 77156 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 4016 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10662 members 
Mstep: Class 8 contains 17696 members 
Mstep: Class 9 contains 250018 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 10468 members 
Mstep: Class 12 contains 57740 members 
Mstep: Class 13 contains 20281 members 
Mstep: Class 14 contains 22574 members 
Mstep: Class 15 contains 28417 members 
Mstep: Class 16 contains 80387 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 112864 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 185199 members 
Mstep: Class 21 contains 20675 members 
Mstep: Class 22 contains 2628 members 
Mstep: Class 23 contains 8589 members 
Mstep: Class 24 contains 39300 members 
Mstep: Class 25 contains 281998 members 
Mstep: Class 26 contains 14620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621408.000000 Penalty: 90644.539062
Iteration 255Q: 27 clusters Score -1.546214e+08 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 77179 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 4017 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10660 members 
Mstep: Class 8 contains 17673 members 
Mstep: Class 9 contains 249492 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 10468 members 
Mstep: Class 12 contains 57710 members 
Mstep: Class 13 contains 20277 members 
Mstep: Class 14 contains 22569 members 
Mstep: Class 15 contains 28411 members 
Mstep: Class 16 contains 80482 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 112894 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 185100 members 
Mstep: Class 21 contains 20650 members 
Mstep: Class 22 contains 2629 members 
Mstep: Class 23 contains 8607 members 
Mstep: Class 24 contains 39299 members 
Mstep: Class 25 contains 282559 members 
Mstep: Class 26 contains 14624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621216.000000 Penalty: 90644.539062
Iteration 256Q: 27 clusters Score -1.546212e+08 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 77195 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 4017 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10649 members 
Mstep: Class 8 contains 17660 members 
Mstep: Class 9 contains 249018 members 
Mstep: Class 10 contains 4245 members 
Mstep: Class 11 contains 10473 members 
Mstep: Class 12 contains 57695 members 
Mstep: Class 13 contains 20269 members 
Mstep: Class 14 contains 22568 members 
Mstep: Class 15 contains 28406 members 
Mstep: Class 16 contains 80541 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 112928 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 184995 members 
Mstep: Class 21 contains 20626 members 
Mstep: Class 22 contains 2631 members 
Mstep: Class 23 contains 8625 members 
Mstep: Class 24 contains 39309 members 
Mstep: Class 25 contains 283075 members 
Mstep: Class 26 contains 14616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621136.000000 Penalty: 90644.539062
Iteration 257Q: 27 clusters Score -1.546211e+08 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 77220 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 4018 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10640 members 
Mstep: Class 8 contains 17638 members 
Mstep: Class 9 contains 248582 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10473 members 
Mstep: Class 12 contains 57686 members 
Mstep: Class 13 contains 20261 members 
Mstep: Class 14 contains 22568 members 
Mstep: Class 15 contains 28402 members 
Mstep: Class 16 contains 80595 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 112944 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 184919 members 
Mstep: Class 21 contains 20608 members 
Mstep: Class 22 contains 2631 members 
Mstep: Class 23 contains 8647 members 
Mstep: Class 24 contains 39310 members 
Mstep: Class 25 contains 283538 members 
Mstep: Class 26 contains 14616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621456.000000 Penalty: 90644.539062
Iteration 258Q: 27 clusters Score -1.546215e+08 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 77258 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 4018 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10638 members 
Mstep: Class 8 contains 17607 members 
Mstep: Class 9 contains 248239 members 
Mstep: Class 10 contains 4245 members 
Mstep: Class 11 contains 10463 members 
Mstep: Class 12 contains 57677 members 
Mstep: Class 13 contains 20256 members 
Mstep: Class 14 contains 22567 members 
Mstep: Class 15 contains 28398 members 
Mstep: Class 16 contains 80669 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 112980 members 
Mstep: Class 19 contains 3874 members 
Mstep: Class 20 contains 184834 members 
Mstep: Class 21 contains 20595 members 
Mstep: Class 22 contains 2631 members 
Mstep: Class 23 contains 8667 members 
Mstep: Class 24 contains 39312 members 
Mstep: Class 25 contains 283874 members 
Mstep: Class 26 contains 14619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621248.000000 Penalty: 90644.539062
Iteration 259Q: 27 clusters Score -1.546212e+08 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 77312 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10631 members 
Mstep: Class 8 contains 17576 members 
Mstep: Class 9 contains 248029 members 
Mstep: Class 10 contains 4242 members 
Mstep: Class 11 contains 10459 members 
Mstep: Class 12 contains 57665 members 
Mstep: Class 13 contains 20258 members 
Mstep: Class 14 contains 22570 members 
Mstep: Class 15 contains 28395 members 
Mstep: Class 16 contains 80708 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 113004 members 
Mstep: Class 19 contains 3874 members 
Mstep: Class 20 contains 184753 members 
Mstep: Class 21 contains 20577 members 
Mstep: Class 22 contains 2631 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 39310 members 
Mstep: Class 25 contains 284121 members 
Mstep: Class 26 contains 14618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621504.000000 Penalty: 90644.539062
Iteration 260F: 27 clusters Score -1.546215e+08 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 77364 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4018 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10627 members 
Mstep: Class 8 contains 17544 members 
Mstep: Class 9 contains 247799 members 
Mstep: Class 10 contains 4239 members 
Mstep: Class 11 contains 10455 members 
Mstep: Class 12 contains 57650 members 
Mstep: Class 13 contains 20259 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28395 members 
Mstep: Class 16 contains 80760 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 113025 members 
Mstep: Class 19 contains 3874 members 
Mstep: Class 20 contains 184708 members 
Mstep: Class 21 contains 20563 members 
Mstep: Class 22 contains 2631 members 
Mstep: Class 23 contains 8701 members 
Mstep: Class 24 contains 39304 members 
Mstep: Class 25 contains 284333 members 
Mstep: Class 26 contains 14622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621312.000000 Penalty: 90644.539062
Iteration 261Q: 27 clusters Score -1.546213e+08 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 77408 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10636 members 
Mstep: Class 8 contains 17517 members 
Mstep: Class 9 contains 247566 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10451 members 
Mstep: Class 12 contains 57639 members 
Mstep: Class 13 contains 20254 members 
Mstep: Class 14 contains 22575 members 
Mstep: Class 15 contains 28394 members 
Mstep: Class 16 contains 80808 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 113038 members 
Mstep: Class 19 contains 3874 members 
Mstep: Class 20 contains 184716 members 
Mstep: Class 21 contains 20559 members 
Mstep: Class 22 contains 2631 members 
Mstep: Class 23 contains 8722 members 
Mstep: Class 24 contains 39298 members 
Mstep: Class 25 contains 284483 members 
Mstep: Class 26 contains 14615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621760.000000 Penalty: 90644.539062
Iteration 262Q: 27 clusters Score -1.546218e+08 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 77423 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2777 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10636 members 
Mstep: Class 8 contains 17498 members 
Mstep: Class 9 contains 247360 members 
Mstep: Class 10 contains 4247 members 
Mstep: Class 11 contains 10451 members 
Mstep: Class 12 contains 57610 members 
Mstep: Class 13 contains 20250 members 
Mstep: Class 14 contains 22577 members 
Mstep: Class 15 contains 28399 members 
Mstep: Class 16 contains 80849 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 113039 members 
Mstep: Class 19 contains 3874 members 
Mstep: Class 20 contains 184702 members 
Mstep: Class 21 contains 20550 members 
Mstep: Class 22 contains 2631 members 
Mstep: Class 23 contains 8743 members 
Mstep: Class 24 contains 39292 members 
Mstep: Class 25 contains 284684 members 
Mstep: Class 26 contains 14616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621264.000000 Penalty: 90644.539062
Iteration 263Q: 27 clusters Score -1.546213e+08 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 77441 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10634 members 
Mstep: Class 8 contains 17483 members 
Mstep: Class 9 contains 247234 members 
Mstep: Class 10 contains 4246 members 
Mstep: Class 11 contains 10451 members 
Mstep: Class 12 contains 57563 members 
Mstep: Class 13 contains 20245 members 
Mstep: Class 14 contains 22579 members 
Mstep: Class 15 contains 28401 members 
Mstep: Class 16 contains 80912 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 113039 members 
Mstep: Class 19 contains 3874 members 
Mstep: Class 20 contains 184707 members 
Mstep: Class 21 contains 20549 members 
Mstep: Class 22 contains 2631 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 39289 members 
Mstep: Class 25 contains 284765 members 
Mstep: Class 26 contains 14620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621312.000000 Penalty: 90644.539062
Iteration 264Q: 27 clusters Score -1.546213e+08 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 77457 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10633 members 
Mstep: Class 8 contains 17472 members 
Mstep: Class 9 contains 247164 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10456 members 
Mstep: Class 12 contains 57526 members 
Mstep: Class 13 contains 20248 members 
Mstep: Class 14 contains 22579 members 
Mstep: Class 15 contains 28398 members 
Mstep: Class 16 contains 80966 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 113036 members 
Mstep: Class 19 contains 3874 members 
Mstep: Class 20 contains 184695 members 
Mstep: Class 21 contains 20532 members 
Mstep: Class 22 contains 2631 members 
Mstep: Class 23 contains 8777 members 
Mstep: Class 24 contains 39285 members 
Mstep: Class 25 contains 284817 members 
Mstep: Class 26 contains 14630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621200.000000 Penalty: 90644.539062
Iteration 265Q: 27 clusters Score -1.546212e+08 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 77472 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 4023 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10638 members 
Mstep: Class 8 contains 17466 members 
Mstep: Class 9 contains 247109 members 
Mstep: Class 10 contains 4243 members 
Mstep: Class 11 contains 10456 members 
Mstep: Class 12 contains 57503 members 
Mstep: Class 13 contains 20255 members 
Mstep: Class 14 contains 22583 members 
Mstep: Class 15 contains 28394 members 
Mstep: Class 16 contains 81033 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 113039 members 
Mstep: Class 19 contains 3874 members 
Mstep: Class 20 contains 184681 members 
Mstep: Class 21 contains 20522 members 
Mstep: Class 22 contains 2632 members 
Mstep: Class 23 contains 8793 members 
Mstep: Class 24 contains 39276 members 
Mstep: Class 25 contains 284813 members 
Mstep: Class 26 contains 14637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621760.000000 Penalty: 90644.539062
Iteration 266Q: 27 clusters Score -1.546218e+08 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 77491 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4023 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10633 members 
Mstep: Class 8 contains 17456 members 
Mstep: Class 9 contains 247132 members 
Mstep: Class 10 contains 4243 members 
Mstep: Class 11 contains 10454 members 
Mstep: Class 12 contains 57493 members 
Mstep: Class 13 contains 20256 members 
Mstep: Class 14 contains 22588 members 
Mstep: Class 15 contains 28391 members 
Mstep: Class 16 contains 81088 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 113009 members 
Mstep: Class 19 contains 3874 members 
Mstep: Class 20 contains 184655 members 
Mstep: Class 21 contains 20510 members 
Mstep: Class 22 contains 2633 members 
Mstep: Class 23 contains 8807 members 
Mstep: Class 24 contains 39275 members 
Mstep: Class 25 contains 284795 members 
Mstep: Class 26 contains 14640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621648.000000 Penalty: 90644.539062
Iteration 267Q: 27 clusters Score -1.546216e+08 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 77515 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4023 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10627 members 
Mstep: Class 8 contains 17437 members 
Mstep: Class 9 contains 247142 members 
Mstep: Class 10 contains 4240 members 
Mstep: Class 11 contains 10456 members 
Mstep: Class 12 contains 57479 members 
Mstep: Class 13 contains 20257 members 
Mstep: Class 14 contains 22590 members 
Mstep: Class 15 contains 28390 members 
Mstep: Class 16 contains 81166 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112970 members 
Mstep: Class 19 contains 3874 members 
Mstep: Class 20 contains 184668 members 
Mstep: Class 21 contains 20498 members 
Mstep: Class 22 contains 2633 members 
Mstep: Class 23 contains 8819 members 
Mstep: Class 24 contains 39267 members 
Mstep: Class 25 contains 284754 members 
Mstep: Class 26 contains 14646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621680.000000 Penalty: 90644.539062
Iteration 268Q: 27 clusters Score -1.546217e+08 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 77547 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4023 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10628 members 
Mstep: Class 8 contains 17428 members 
Mstep: Class 9 contains 247200 members 
Mstep: Class 10 contains 4241 members 
Mstep: Class 11 contains 10457 members 
Mstep: Class 12 contains 57451 members 
Mstep: Class 13 contains 20260 members 
Mstep: Class 14 contains 22588 members 
Mstep: Class 15 contains 28387 members 
Mstep: Class 16 contains 81227 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112925 members 
Mstep: Class 19 contains 3874 members 
Mstep: Class 20 contains 184638 members 
Mstep: Class 21 contains 20483 members 
Mstep: Class 22 contains 2634 members 
Mstep: Class 23 contains 8829 members 
Mstep: Class 24 contains 39267 members 
Mstep: Class 25 contains 284710 members 
Mstep: Class 26 contains 14656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621968.000000 Penalty: 90644.539062
Iteration 269Q: 27 clusters Score -1.54622e+08 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 77586 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2781 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10627 members 
Mstep: Class 8 contains 17424 members 
Mstep: Class 9 contains 247279 members 
Mstep: Class 10 contains 4240 members 
Mstep: Class 11 contains 10458 members 
Mstep: Class 12 contains 57418 members 
Mstep: Class 13 contains 20260 members 
Mstep: Class 14 contains 22586 members 
Mstep: Class 15 contains 28387 members 
Mstep: Class 16 contains 81257 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112897 members 
Mstep: Class 19 contains 3874 members 
Mstep: Class 20 contains 184625 members 
Mstep: Class 21 contains 20466 members 
Mstep: Class 22 contains 2634 members 
Mstep: Class 23 contains 8840 members 
Mstep: Class 24 contains 39265 members 
Mstep: Class 25 contains 284640 members 
Mstep: Class 26 contains 14663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621776.000000 Penalty: 90644.539062
Iteration 270Q: 27 clusters Score -1.546218e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 77636 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10607 members 
Mstep: Class 8 contains 17417 members 
Mstep: Class 9 contains 247399 members 
Mstep: Class 10 contains 4239 members 
Mstep: Class 11 contains 10453 members 
Mstep: Class 12 contains 57406 members 
Mstep: Class 13 contains 20260 members 
Mstep: Class 14 contains 22586 members 
Mstep: Class 15 contains 28388 members 
Mstep: Class 16 contains 81303 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112893 members 
Mstep: Class 19 contains 3874 members 
Mstep: Class 20 contains 184615 members 
Mstep: Class 21 contains 20446 members 
Mstep: Class 22 contains 2634 members 
Mstep: Class 23 contains 8849 members 
Mstep: Class 24 contains 39252 members 
Mstep: Class 25 contains 284497 members 
Mstep: Class 26 contains 14671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622016.000000 Penalty: 90644.539062
Iteration 271Q: 27 clusters Score -1.54622e+08 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 77672 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10601 members 
Mstep: Class 8 contains 17414 members 
Mstep: Class 9 contains 247569 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 10455 members 
Mstep: Class 12 contains 57388 members 
Mstep: Class 13 contains 20262 members 
Mstep: Class 14 contains 22584 members 
Mstep: Class 15 contains 28386 members 
Mstep: Class 16 contains 81322 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112896 members 
Mstep: Class 19 contains 3874 members 
Mstep: Class 20 contains 184620 members 
Mstep: Class 21 contains 20437 members 
Mstep: Class 22 contains 2634 members 
Mstep: Class 23 contains 8865 members 
Mstep: Class 24 contains 39248 members 
Mstep: Class 25 contains 284288 members 
Mstep: Class 26 contains 14672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621904.000000 Penalty: 90644.539062
Iteration 272Q: 27 clusters Score -1.546219e+08 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 77699 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2780 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10584 members 
Mstep: Class 8 contains 17406 members 
Mstep: Class 9 contains 247785 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 10456 members 
Mstep: Class 12 contains 57374 members 
Mstep: Class 13 contains 20265 members 
Mstep: Class 14 contains 22581 members 
Mstep: Class 15 contains 28382 members 
Mstep: Class 16 contains 81338 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112900 members 
Mstep: Class 19 contains 3873 members 
Mstep: Class 20 contains 184658 members 
Mstep: Class 21 contains 20426 members 
Mstep: Class 22 contains 2634 members 
Mstep: Class 23 contains 8882 members 
Mstep: Class 24 contains 39242 members 
Mstep: Class 25 contains 284032 members 
Mstep: Class 26 contains 14670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621856.000000 Penalty: 90644.539062
Iteration 273Q: 27 clusters Score -1.546219e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 77731 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10567 members 
Mstep: Class 8 contains 17402 members 
Mstep: Class 9 contains 248002 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 10458 members 
Mstep: Class 12 contains 57350 members 
Mstep: Class 13 contains 20263 members 
Mstep: Class 14 contains 22586 members 
Mstep: Class 15 contains 28380 members 
Mstep: Class 16 contains 81365 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112880 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 184659 members 
Mstep: Class 21 contains 20414 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 8898 members 
Mstep: Class 24 contains 39241 members 
Mstep: Class 25 contains 283808 members 
Mstep: Class 26 contains 14679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621904.000000 Penalty: 90644.539062
Iteration 274Q: 27 clusters Score -1.546219e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 77766 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10557 members 
Mstep: Class 8 contains 17404 members 
Mstep: Class 9 contains 248198 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 10462 members 
Mstep: Class 12 contains 57352 members 
Mstep: Class 13 contains 20265 members 
Mstep: Class 14 contains 22584 members 
Mstep: Class 15 contains 28375 members 
Mstep: Class 16 contains 81369 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112869 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 184666 members 
Mstep: Class 21 contains 20390 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 8910 members 
Mstep: Class 24 contains 39239 members 
Mstep: Class 25 contains 283588 members 
Mstep: Class 26 contains 14688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622176.000000 Penalty: 90644.539062
Iteration 275Q: 27 clusters Score -1.546222e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 77792 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10547 members 
Mstep: Class 8 contains 17400 members 
Mstep: Class 9 contains 248373 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 10461 members 
Mstep: Class 12 contains 57357 members 
Mstep: Class 13 contains 20264 members 
Mstep: Class 14 contains 22583 members 
Mstep: Class 15 contains 28375 members 
Mstep: Class 16 contains 81383 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112853 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 184672 members 
Mstep: Class 21 contains 20377 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 8921 members 
Mstep: Class 24 contains 39239 members 
Mstep: Class 25 contains 283389 members 
Mstep: Class 26 contains 14694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622192.000000 Penalty: 90644.539062
Iteration 276Q: 27 clusters Score -1.546222e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 77830 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2777 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10542 members 
Mstep: Class 8 contains 17396 members 
Mstep: Class 9 contains 248565 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 10464 members 
Mstep: Class 12 contains 57349 members 
Mstep: Class 13 contains 20270 members 
Mstep: Class 14 contains 22584 members 
Mstep: Class 15 contains 28377 members 
Mstep: Class 16 contains 81395 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112825 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 184685 members 
Mstep: Class 21 contains 20368 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 8932 members 
Mstep: Class 24 contains 39239 members 
Mstep: Class 25 contains 283165 members 
Mstep: Class 26 contains 14698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621920.000000 Penalty: 90644.539062
Iteration 277Q: 27 clusters Score -1.546219e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 77851 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2777 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10535 members 
Mstep: Class 8 contains 17394 members 
Mstep: Class 9 contains 248768 members 
Mstep: Class 10 contains 4240 members 
Mstep: Class 11 contains 10465 members 
Mstep: Class 12 contains 57359 members 
Mstep: Class 13 contains 20266 members 
Mstep: Class 14 contains 22583 members 
Mstep: Class 15 contains 28378 members 
Mstep: Class 16 contains 81411 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112789 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 184656 members 
Mstep: Class 21 contains 20368 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 8946 members 
Mstep: Class 24 contains 39236 members 
Mstep: Class 25 contains 282965 members 
Mstep: Class 26 contains 14708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622032.000000 Penalty: 90644.539062
Iteration 278Q: 27 clusters Score -1.54622e+08 nChanged 1240
Entering ConstructFrom: 
Score: -154622032.000000 Penalty: 90644.539062
Entering ConstructFrom: 
Trying to split cluster 1 (14941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Entering Unmasked Estep 
Score: -1783390.000000 Penalty: 2383.742188
	Iteration 0F: 2 clusters Score -1783390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1772651.000000 Penalty: 4767.484375
	Iteration 0F: 3 clusters Score -1772651 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1776184.500000 Penalty: 4767.484375
	Iteration 1F: 3 clusters Score -1776184 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1776860.750000 Penalty: 4767.484375
	Iteration 2F: 3 clusters Score -1776861 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1777406.625000 Penalty: 4767.484375
	Iteration 3F: 3 clusters Score -1777407 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1777887.500000 Penalty: 4767.484375
	Iteration 4F: 3 clusters Score -1777888 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1778314.250000 Penalty: 4767.484375
	Iteration 5F: 3 clusters Score -1778314 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1778738.000000 Penalty: 4767.484375
	Iteration 6Q: 3 clusters Score -1778738 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1779226.375000 Penalty: 4767.484375
	Iteration 7Q: 3 clusters Score -1779226 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1779728.000000 Penalty: 4767.484375
	Iteration 8F: 3 clusters Score -1779728 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1780176.375000 Penalty: 4767.484375
	Iteration 9Q: 3 clusters Score -1780176 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1780522.500000 Penalty: 4767.484375
	Iteration 10Q: 3 clusters Score -1780522 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1780793.250000 Penalty: 4767.484375
	Iteration 11Q: 3 clusters Score -1780793 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1780992.125000 Penalty: 4767.484375
	Iteration 12Q: 3 clusters Score -1780992 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1781132.375000 Penalty: 4767.484375
	Iteration 13Q: 3 clusters Score -1781132 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1781232.375000 Penalty: 4767.484375
	Iteration 14Q: 3 clusters Score -1781232 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1781293.500000 Penalty: 4767.484375
	Iteration 15Q: 3 clusters Score -1781294 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1781345.500000 Penalty: 4767.484375
	Iteration 16Q: 3 clusters Score -1781346 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1781391.875000 Penalty: 4767.484375
	Iteration 17Q: 3 clusters Score -1781392 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1781434.500000 Penalty: 4767.484375
	Iteration 18Q: 3 clusters Score -1781434 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1781462.375000 Penalty: 4767.484375
	Iteration 19Q: 3 clusters Score -1781462 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1781485.875000 Penalty: 4767.484375
	Iteration 20F: 3 clusters Score -1781486 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1781509.875000 Penalty: 4767.484375
	Iteration 21Q: 3 clusters Score -1781510 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1781523.750000 Penalty: 4767.484375
	Iteration 22Q: 3 clusters Score -1781524 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1781538.000000 Penalty: 4767.484375
	Iteration 23Q: 3 clusters Score -1781538 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1781555.750000 Penalty: 4767.484375
	Iteration 24Q: 3 clusters Score -1781556 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1781562.875000 Penalty: 4767.484375
	Iteration 25Q: 3 clusters Score -1781563 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1781576.000000 Penalty: 4767.484375
	Iteration 26Q: 3 clusters Score -1781576 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1781591.375000 Penalty: 4767.484375
	Iteration 27Q: 3 clusters Score -1781591 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1781609.875000 Penalty: 4767.484375
	Iteration 28Q: 3 clusters Score -1781610 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1781616.375000 Penalty: 4767.484375
	Iteration 29Q: 3 clusters Score -1781616 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1781627.500000 Penalty: 4767.484375
	Iteration 30Q: 3 clusters Score -1781628 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1781639.500000 Penalty: 4767.484375
	Iteration 31Q: 3 clusters Score -1781640 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1781656.250000 Penalty: 4767.484375
	Iteration 32Q: 3 clusters Score -1781656 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1781670.250000 Penalty: 4767.484375
	Iteration 33Q: 3 clusters Score -1781670 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1781686.875000 Penalty: 4767.484375
	Iteration 34Q: 3 clusters Score -1781687 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1781701.250000 Penalty: 4767.484375
	Iteration 35Q: 3 clusters Score -1781701 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1781715.625000 Penalty: 4767.484375
	Iteration 36Q: 3 clusters Score -1781716 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1781730.875000 Penalty: 4767.484375
	Iteration 37Q: 3 clusters Score -1781731 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1781741.250000 Penalty: 4767.484375
	Iteration 38Q: 3 clusters Score -1781741 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1781750.750000 Penalty: 4767.484375
	Iteration 39Q: 3 clusters Score -1781751 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1781772.375000 Penalty: 4767.484375
	Iteration 40F: 3 clusters Score -1781772 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1781787.750000 Penalty: 4767.484375
	Iteration 41Q: 3 clusters Score -1781788 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1781799.500000 Penalty: 4767.484375
	Iteration 42Q: 3 clusters Score -1781800 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1781812.125000 Penalty: 4767.484375
	Iteration 43Q: 3 clusters Score -1781812 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1781821.375000 Penalty: 4767.484375
	Iteration 44Q: 3 clusters Score -1781821 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1781827.125000 Penalty: 4767.484375
	Iteration 45Q: 3 clusters Score -1781827 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1781831.250000 Penalty: 4767.484375
	Iteration 46Q: 3 clusters Score -1781831 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1781844.000000 Penalty: 4767.484375
	Iteration 47Q: 3 clusters Score -1781844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1781852.250000 Penalty: 4767.484375
	Iteration 48Q: 3 clusters Score -1781852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1781861.375000 Penalty: 4767.484375
	Iteration 49Q: 3 clusters Score -1781861 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1781872.000000 Penalty: 4767.484375
	Iteration 50Q: 3 clusters Score -1781872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1781875.875000 Penalty: 4767.484375
	Iteration 51Q: 3 clusters Score -1781876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1781880.500000 Penalty: 4767.484375
	Iteration 52Q: 3 clusters Score -1781880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1781880.000000 Penalty: 4767.484375
	Iteration 53Q: 3 clusters Score -1781880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1781889.375000 Penalty: 4767.484375
	Iteration 54Q: 3 clusters Score -1781889 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1781896.500000 Penalty: 4767.484375
	Iteration 55Q: 3 clusters Score -1781896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1781903.750000 Penalty: 4767.484375
	Iteration 56Q: 3 clusters Score -1781904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1781905.000000 Penalty: 4767.484375
	Iteration 57Q: 3 clusters Score -1781905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1781915.750000 Penalty: 4767.484375
	Iteration 58Q: 3 clusters Score -1781916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1781917.375000 Penalty: 4767.484375
	Iteration 59Q: 3 clusters Score -1781917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1781925.000000 Penalty: 4767.484375
	Iteration 60F: 3 clusters Score -1781925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1781929.750000 Penalty: 4767.484375
	Iteration 61Q: 3 clusters Score -1781930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1781934.375000 Penalty: 4767.484375
	Iteration 62Q: 3 clusters Score -1781934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1781938.875000 Penalty: 4767.484375
	Iteration 63Q: 3 clusters Score -1781939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1781939.500000 Penalty: 4767.484375
	Iteration 64Q: 3 clusters Score -1781940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1781943.500000 Penalty: 4767.484375
	Iteration 65Q: 3 clusters Score -1781944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1781944.500000 Penalty: 4767.484375
	Iteration 66Q: 3 clusters Score -1781944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1781943.000000 Penalty: 4767.484375
	Iteration 67Q: 3 clusters Score -1781943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1781939.250000 Penalty: 4767.484375
	Iteration 68Q: 3 clusters Score -1781939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1781944.500000 Penalty: 4767.484375
	Iteration 69Q: 3 clusters Score -1781944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1781944.500000 Penalty: 4767.484375
	Iteration 70Q: 3 clusters Score -1781944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1781945.750000 Penalty: 4767.484375
	Iteration 71Q: 3 clusters Score -1781946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1781944.625000 Penalty: 4767.484375
	Iteration 72Q: 3 clusters Score -1781945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1781951.250000 Penalty: 4767.484375
	Iteration 73Q: 3 clusters Score -1781951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1781954.750000 Penalty: 4767.484375
	Iteration 74Q: 3 clusters Score -1781955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1781954.500000 Penalty: 4767.484375
	Iteration 75Q: 3 clusters Score -1781954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1781960.375000 Penalty: 4767.484375
	Iteration 76Q: 3 clusters Score -1781960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1781960.125000 Penalty: 4767.484375
	Iteration 77Q: 3 clusters Score -1781960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1781964.000000 Penalty: 4767.484375
	Iteration 78Q: 3 clusters Score -1781964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1781964.125000 Penalty: 4767.484375
	Iteration 79Q: 3 clusters Score -1781964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1781965.125000 Penalty: 4767.484375
	Iteration 80F: 3 clusters Score -1781965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1781963.500000 Penalty: 4767.484375
	Iteration 81Q: 3 clusters Score -1781964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1781965.375000 Penalty: 4767.484375
	Iteration 82Q: 3 clusters Score -1781965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1781965.625000 Penalty: 4767.484375
	Iteration 83Q: 3 clusters Score -1781966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1781968.375000 Penalty: 4767.484375
	Iteration 84Q: 3 clusters Score -1781968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1781971.375000 Penalty: 4767.484375
	Iteration 85Q: 3 clusters Score -1781971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1781969.125000 Penalty: 4767.484375
	Iteration 86Q: 3 clusters Score -1781969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1781972.750000 Penalty: 4767.484375
	Iteration 87Q: 3 clusters Score -1781973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1781972.625000 Penalty: 4767.484375
	Iteration 88Q: 3 clusters Score -1781973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1781974.250000 Penalty: 4767.484375
	Iteration 89Q: 3 clusters Score -1781974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1781972.125000 Penalty: 4767.484375
	Iteration 90Q: 3 clusters Score -1781972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1781971.500000 Penalty: 4767.484375
	Iteration 91Q: 3 clusters Score -1781972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1781971.500000 Penalty: 4767.484375
	Iteration 92Q: 3 clusters Score -1781972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1781968.000000 Penalty: 4767.484375
	Iteration 93Q: 3 clusters Score -1781968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1781968.000000 Penalty: 4767.484375
	Iteration 94F: 3 clusters Score -1781968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (77875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77875 members 
Entering Unmasked Estep 
Score: -9424300.000000 Penalty: 2793.189453
	Iteration 0F: 2 clusters Score -9424300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -9372026.000000 Penalty: 5586.378906
	Iteration 0F: 3 clusters Score -9372026 nChanged 36818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -9392819.000000 Penalty: 5586.378906
	Iteration 1F: 3 clusters Score -9392819 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -9393575.000000 Penalty: 5586.378906
	Iteration 2Q: 3 clusters Score -9393575 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -9394423.000000 Penalty: 5586.378906
	Iteration 3Q: 3 clusters Score -9394423 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -9395595.000000 Penalty: 5586.378906
	Iteration 4Q: 3 clusters Score -9395595 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -9396955.000000 Penalty: 5586.378906
	Iteration 5Q: 3 clusters Score -9396955 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -9398903.000000 Penalty: 5586.378906
	Iteration 6F: 3 clusters Score -9398903 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -9401196.000000 Penalty: 5586.378906
	Iteration 7F: 3 clusters Score -9401196 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -9403608 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 51967 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -9405640 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -9407127 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 56366 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9408337 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 58428 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9409306 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 60396 members 
Entering Unmasked Estep 
Score: -9410254.000000 Penalty: 5586.378906
	Iteration 13Q: 3 clusters Score -9410254 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 62350 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9411302 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 64259 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9412965 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 66088 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9415820 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 67363 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9418136 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 68237 members 
Entering Unmasked Estep 
Score: -9419235.000000 Penalty: 5586.378906
	Iteration 18Q: 3 clusters Score -9419235 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 68914 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9419825 nChanged 641
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 69465 members 
Entering Unmasked Estep 
Score: -9420148.000000 Penalty: 5586.378906
	Iteration 20F: 3 clusters Score -9420148 nChanged 524
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 69891 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9420437 nChanged 453
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 70272 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9420623 nChanged 390
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 70590 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9420779 nChanged 321
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 70847 members 
Entering Unmasked Estep 
Score: -9420864.000000 Penalty: 5586.378906
	Iteration 24Q: 3 clusters Score -9420864 nChanged 285
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Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 71090 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9420899 nChanged 250
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 71310 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9420934 nChanged 218
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Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 71512 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9421013 nChanged 186
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Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 71690 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9421075 nChanged 183
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Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 71859 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9421121 nChanged 177
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Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 72028 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9421164 nChanged 132
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Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 72148 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9421181 nChanged 128
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Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 72274 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9421206 nChanged 136
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Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 72402 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9421268 nChanged 112
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Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 72506 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9421284 nChanged 90
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Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 72590 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9421273 nChanged 76
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Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 72666 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9421296 nChanged 82
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Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 72746 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9421295 nChanged 80
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Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 72826 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9421300 nChanged 70
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Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 72896 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9421310 nChanged 67
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Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 72961 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9421317 nChanged 59
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Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 73018 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9421309 nChanged 55
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Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 73071 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9421329 nChanged 57
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Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 73128 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9421331 nChanged 54
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Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 73182 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 73233 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 73278 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9421370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 73317 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9421372 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 73348 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9421386 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 73383 members 
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	Iteration 49Q: 3 clusters Score -9421396 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 73411 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9421400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 73436 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9421398 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 73469 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9421404 nChanged 35
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Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 73504 members 
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	Iteration 53Q: 3 clusters Score -9421395 nChanged 34
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Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 73536 members 
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	Iteration 54Q: 3 clusters Score -9421398 nChanged 27
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Mstep: Class 1 contains 4314 members 
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	Iteration 55Q: 3 clusters Score -9421399 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 73584 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9421403 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 73608 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9421401 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 73631 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9421394 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 73658 members 
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	Iteration 59Q: 3 clusters Score -9421400 nChanged 19
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Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 73677 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9421398 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 73695 members 
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	Iteration 61Q: 3 clusters Score -9421396 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 73707 members 
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	Iteration 62Q: 3 clusters Score -9421401 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 73721 members 
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	Iteration 63Q: 3 clusters Score -9421398 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 73729 members 
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	Iteration 64Q: 3 clusters Score -9421400 nChanged 7
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Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 73736 members 
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	Iteration 65Q: 3 clusters Score -9421393 nChanged 9
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Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 73745 members 
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	Iteration 66Q: 3 clusters Score -9421378 nChanged 5
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Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 73750 members 
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	Iteration 67Q: 3 clusters Score -9421385 nChanged 7
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Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 73757 members 
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	Iteration 68Q: 3 clusters Score -9421376 nChanged 7
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Mstep: Class 1 contains 4111 members 
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	Iteration 69Q: 3 clusters Score -9421381 nChanged 7
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Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 73771 members 
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	Iteration 70Q: 3 clusters Score -9421389 nChanged 4
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Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 73775 members 
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	Iteration 71Q: 3 clusters Score -9421385 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4092 members 
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	Iteration 72Q: 3 clusters Score -9421383 nChanged 6
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Mstep: Class 1 contains 4086 members 
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	Iteration 73Q: 3 clusters Score -9421381 nChanged 5
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Mstep: Class 1 contains 4081 members 
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	Iteration 74Q: 3 clusters Score -9421385 nChanged 5
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Mstep: Class 1 contains 4076 members 
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	Iteration 75Q: 3 clusters Score -9421378 nChanged 3
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Mstep: Class 1 contains 4073 members 
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	Iteration 76Q: 3 clusters Score -9421373 nChanged 6
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Mstep: Class 1 contains 4067 members 
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	Iteration 77Q: 3 clusters Score -9421377 nChanged 6
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Mstep: Class 1 contains 4061 members 
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	Iteration 78Q: 3 clusters Score -9421381 nChanged 4
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Mstep: Class 1 contains 4057 members 
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	Iteration 79Q: 3 clusters Score -9421380 nChanged 1
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Mstep: Class 1 contains 4056 members 
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	Iteration 80F: 3 clusters Score -9421385 nChanged 3
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	Iteration 81Q: 3 clusters Score -9421383 nChanged 1
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	Iteration 82Q: 3 clusters Score -9421385 nChanged 2
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	Iteration 83Q: 3 clusters Score -9421390 nChanged 1
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	Iteration 84Q: 3 clusters Score -9421390 nChanged 1
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	Iteration 85Q: 3 clusters Score -9421383 nChanged 1
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	Iteration 86Q: 3 clusters Score -9421389 nChanged 2
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	Iteration 87Q: 3 clusters Score -9421388 nChanged 3
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	Iteration 88Q: 3 clusters Score -9421396 nChanged 5
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	Iteration 89Q: 3 clusters Score -9421401 nChanged 8
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	Iteration 90Q: 3 clusters Score -9421384 nChanged 6
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	Iteration 91Q: 3 clusters Score -9421386 nChanged 3
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	Iteration 92Q: 3 clusters Score -9421399 nChanged 2
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	Iteration 93Q: 3 clusters Score -9421396 nChanged 1
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	Iteration 94Q: 3 clusters Score -9421395 nChanged 2
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	Iteration 95Q: 3 clusters Score -9421397 nChanged 4
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	Iteration 96Q: 3 clusters Score -9421396 nChanged 3
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	Iteration 97Q: 3 clusters Score -9421390 nChanged 2
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	Iteration 98Q: 3 clusters Score -9421392 nChanged 1
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	Iteration 99Q: 3 clusters Score -9421388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 73872 members 
Entering Unmasked Estep 
Score: -9421390.000000 Penalty: 5586.378906
	Iteration 100F: 3 clusters Score -9421390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 73873 members 
Entering Unmasked Estep 
Score: -9421388.000000 Penalty: 5586.378906
	Iteration 101Q: 3 clusters Score -9421388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 73873 members 
Entering Unmasked Estep 
Score: -9421388.000000 Penalty: 5586.378906
	Iteration 102F: 3 clusters Score -9421388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -63054.367188 Penalty: 1580.583252
	Iteration 0F: 2 clusters Score -63054.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61475.484375 Penalty: 3161.166504
	Iteration 0F: 3 clusters Score -61475.48 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -61658.089844 Penalty: 3161.166504
	Iteration 1F: 3 clusters Score -61658.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61763.636719 Penalty: 3161.166504
	Iteration 2F: 3 clusters Score -61763.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61832.835938 Penalty: 3161.166504
	Iteration 3Q: 3 clusters Score -61832.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -61850.195312 Penalty: 3161.166504
	Iteration 4Q: 3 clusters Score -61850.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -61870.058594 Penalty: 3161.166504
	Iteration 5Q: 3 clusters Score -61870.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -61885.914062 Penalty: 3161.166504
	Iteration 6Q: 3 clusters Score -61885.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61901.156250 Penalty: 3161.166504
	Iteration 7Q: 3 clusters Score -61901.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -61935.144531 Penalty: 3161.166504
	Iteration 8Q: 3 clusters Score -61935.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61975.113281 Penalty: 3161.166504
	Iteration 9Q: 3 clusters Score -61975.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -62017.214844 Penalty: 3161.166504
	Iteration 10Q: 3 clusters Score -62017.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -62088.300781 Penalty: 3161.166504
	Iteration 11Q: 3 clusters Score -62088.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -62181.855469 Penalty: 3161.166504
	Iteration 12Q: 3 clusters Score -62181.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -62258.933594 Penalty: 3161.166504
	Iteration 13Q: 3 clusters Score -62258.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -62384.875000 Penalty: 3161.166504
	Iteration 14Q: 3 clusters Score -62384.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -62486.625000 Penalty: 3161.166504
	Iteration 15Q: 3 clusters Score -62486.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -62597.753906 Penalty: 3161.166504
	Iteration 16Q: 3 clusters Score -62597.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -62693.929688 Penalty: 3161.166504
	Iteration 17Q: 3 clusters Score -62693.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62758.339844 Penalty: 3161.166504
	Iteration 18Q: 3 clusters Score -62758.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -62775.773438 Penalty: 3161.166504
	Iteration 19Q: 3 clusters Score -62775.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -62785.281250 Penalty: 3161.166504
	Iteration 20F: 3 clusters Score -62785.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -62790.054688 Penalty: 3161.166504
	Iteration 21Q: 3 clusters Score -62790.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62792.515625 Penalty: 3161.166504
	Iteration 22Q: 3 clusters Score -62792.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -62797.914062 Penalty: 3161.166504
	Iteration 23Q: 3 clusters Score -62797.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -62799.390625 Penalty: 3161.166504
	Iteration 24Q: 3 clusters Score -62799.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -62799.390625 Penalty: 3161.166504
	Iteration 25F: 3 clusters Score -62799.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Entering Unmasked Estep 
Score: -314586.031250 Penalty: 1966.512573
	Iteration 0F: 2 clusters Score -314586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -311442.093750 Penalty: 3933.025146
	Iteration 0F: 3 clusters Score -311442.1 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -312075.656250 Penalty: 3933.025146
	Iteration 1F: 3 clusters Score -312075.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -312248.000000 Penalty: 3933.025146
	Iteration 2F: 3 clusters Score -312248 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -312368.750000 Penalty: 3933.025146
	Iteration 3F: 3 clusters Score -312368.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -312444.093750 Penalty: 3933.025146
	Iteration 4Q: 3 clusters Score -312444.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -312489.875000 Penalty: 3933.025146
	Iteration 5Q: 3 clusters Score -312489.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -312540.875000 Penalty: 3933.025146
	Iteration 6Q: 3 clusters Score -312540.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -312578.093750 Penalty: 3933.025146
	Iteration 7Q: 3 clusters Score -312578.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -312609.656250 Penalty: 3933.025146
	Iteration 8Q: 3 clusters Score -312609.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -312632.812500 Penalty: 3933.025146
	Iteration 9Q: 3 clusters Score -312632.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -312653.656250 Penalty: 3933.025146
	Iteration 10Q: 3 clusters Score -312653.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -312673.437500 Penalty: 3933.025146
	Iteration 11Q: 3 clusters Score -312673.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -312692.968750 Penalty: 3933.025146
	Iteration 12Q: 3 clusters Score -312693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -312704.718750 Penalty: 3933.025146
	Iteration 13Q: 3 clusters Score -312704.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -312714.281250 Penalty: 3933.025146
	Iteration 14Q: 3 clusters Score -312714.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -312723.437500 Penalty: 3933.025146
	Iteration 15Q: 3 clusters Score -312723.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -312734.875000 Penalty: 3933.025146
	Iteration 16Q: 3 clusters Score -312734.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -312743.687500 Penalty: 3933.025146
	Iteration 17Q: 3 clusters Score -312743.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -312756.312500 Penalty: 3933.025146
	Iteration 18Q: 3 clusters Score -312756.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -312769.343750 Penalty: 3933.025146
	Iteration 19Q: 3 clusters Score -312769.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -312793.500000 Penalty: 3933.025146
	Iteration 20F: 3 clusters Score -312793.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -312805.843750 Penalty: 3933.025146
	Iteration 21Q: 3 clusters Score -312805.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -312819.687500 Penalty: 3933.025146
	Iteration 22Q: 3 clusters Score -312819.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -312830.156250 Penalty: 3933.025146
	Iteration 23Q: 3 clusters Score -312830.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -312847.500000 Penalty: 3933.025146
	Iteration 24Q: 3 clusters Score -312847.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -312861.875000 Penalty: 3933.025146
	Iteration 25Q: 3 clusters Score -312861.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -312874.812500 Penalty: 3933.025146
	Iteration 26Q: 3 clusters Score -312874.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -312885.687500 Penalty: 3933.025146
	Iteration 27Q: 3 clusters Score -312885.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -312902.937500 Penalty: 3933.025146
	Iteration 28Q: 3 clusters Score -312902.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -312918.156250 Penalty: 3933.025146
	Iteration 29Q: 3 clusters Score -312918.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -312936.906250 Penalty: 3933.025146
	Iteration 30Q: 3 clusters Score -312936.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -312952.000000 Penalty: 3933.025146
	Iteration 31Q: 3 clusters Score -312952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -312958.812500 Penalty: 3933.025146
	Iteration 32Q: 3 clusters Score -312958.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -312968.531250 Penalty: 3933.025146
	Iteration 33Q: 3 clusters Score -312968.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -312978.218750 Penalty: 3933.025146
	Iteration 34Q: 3 clusters Score -312978.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -312985.968750 Penalty: 3933.025146
	Iteration 35Q: 3 clusters Score -312986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -312991.750000 Penalty: 3933.025146
	Iteration 36Q: 3 clusters Score -312991.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -312999.875000 Penalty: 3933.025146
	Iteration 37Q: 3 clusters Score -312999.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -313007.812500 Penalty: 3933.025146
	Iteration 38Q: 3 clusters Score -313007.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -313013.531250 Penalty: 3933.025146
	Iteration 39Q: 3 clusters Score -313013.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -313022.156250 Penalty: 3933.025146
	Iteration 40F: 3 clusters Score -313022.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -313026.187500 Penalty: 3933.025146
	Iteration 41Q: 3 clusters Score -313026.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -313028.000000 Penalty: 3933.025146
	Iteration 42Q: 3 clusters Score -313028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -313029.125000 Penalty: 3933.025146
	Iteration 43Q: 3 clusters Score -313029.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -313030.906250 Penalty: 3933.025146
	Iteration 44Q: 3 clusters Score -313030.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -313033.406250 Penalty: 3933.025146
	Iteration 45Q: 3 clusters Score -313033.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -313034.812500 Penalty: 3933.025146
	Iteration 46Q: 3 clusters Score -313034.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -313034.687500 Penalty: 3933.025146
	Iteration 47Q: 3 clusters Score -313034.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -313034.687500 Penalty: 3933.025146
	Iteration 48F: 3 clusters Score -313034.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Entering Unmasked Estep 
Score: -488704.875000 Penalty: 2058.222900
	Iteration 0F: 2 clusters Score -488704.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -484785.906250 Penalty: 4116.445801
	Iteration 0F: 3 clusters Score -484785.9 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -485719.093750 Penalty: 4116.445801
	Iteration 1F: 3 clusters Score -485719.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -485889.125000 Penalty: 4116.445801
	Iteration 2F: 3 clusters Score -485889.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -485982.718750 Penalty: 4116.445801
	Iteration 3Q: 3 clusters Score -485982.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -486074.031250 Penalty: 4116.445801
	Iteration 4Q: 3 clusters Score -486074 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -486159.281250 Penalty: 4116.445801
	Iteration 5Q: 3 clusters Score -486159.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -486237.750000 Penalty: 4116.445801
	Iteration 6Q: 3 clusters Score -486237.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -486312.156250 Penalty: 4116.445801
	Iteration 7Q: 3 clusters Score -486312.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -486364.156250 Penalty: 4116.445801
	Iteration 8Q: 3 clusters Score -486364.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -486404.406250 Penalty: 4116.445801
	Iteration 9Q: 3 clusters Score -486404.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -486443.250000 Penalty: 4116.445801
	Iteration 10Q: 3 clusters Score -486443.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -486472.906250 Penalty: 4116.445801
	Iteration 11Q: 3 clusters Score -486472.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -486505.218750 Penalty: 4116.445801
	Iteration 12Q: 3 clusters Score -486505.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -486537.468750 Penalty: 4116.445801
	Iteration 13Q: 3 clusters Score -486537.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -486565.125000 Penalty: 4116.445801
	Iteration 14Q: 3 clusters Score -486565.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -486591.843750 Penalty: 4116.445801
	Iteration 15Q: 3 clusters Score -486591.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -486620.625000 Penalty: 4116.445801
	Iteration 16Q: 3 clusters Score -486620.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -486644.593750 Penalty: 4116.445801
	Iteration 17Q: 3 clusters Score -486644.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -486671.906250 Penalty: 4116.445801
	Iteration 18Q: 3 clusters Score -486671.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -486706.218750 Penalty: 4116.445801
	Iteration 19Q: 3 clusters Score -486706.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -486738.343750 Penalty: 4116.445801
	Iteration 20F: 3 clusters Score -486738.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -486769.843750 Penalty: 4116.445801
	Iteration 21Q: 3 clusters Score -486769.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -486804.906250 Penalty: 4116.445801
	Iteration 22Q: 3 clusters Score -486804.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -486837.781250 Penalty: 4116.445801
	Iteration 23Q: 3 clusters Score -486837.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -486866.218750 Penalty: 4116.445801
	Iteration 24Q: 3 clusters Score -486866.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -486899.406250 Penalty: 4116.445801
	Iteration 25Q: 3 clusters Score -486899.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -486930.406250 Penalty: 4116.445801
	Iteration 26Q: 3 clusters Score -486930.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -486952.531250 Penalty: 4116.445801
	Iteration 27Q: 3 clusters Score -486952.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -486975.375000 Penalty: 4116.445801
	Iteration 28Q: 3 clusters Score -486975.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -487001.937500 Penalty: 4116.445801
	Iteration 29Q: 3 clusters Score -487001.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -487011.187500 Penalty: 4116.445801
	Iteration 30Q: 3 clusters Score -487011.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -487020.781250 Penalty: 4116.445801
	Iteration 31Q: 3 clusters Score -487020.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -487030.000000 Penalty: 4116.445801
	Iteration 32Q: 3 clusters Score -487030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -487039.562500 Penalty: 4116.445801
	Iteration 33Q: 3 clusters Score -487039.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -487049.687500 Penalty: 4116.445801
	Iteration 34Q: 3 clusters Score -487049.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -487060.031250 Penalty: 4116.445801
	Iteration 35Q: 3 clusters Score -487060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -487068.718750 Penalty: 4116.445801
	Iteration 36Q: 3 clusters Score -487068.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -487074.375000 Penalty: 4116.445801
	Iteration 37Q: 3 clusters Score -487074.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -487080.718750 Penalty: 4116.445801
	Iteration 38Q: 3 clusters Score -487080.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -487085.000000 Penalty: 4116.445801
	Iteration 39Q: 3 clusters Score -487085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -487088.093750 Penalty: 4116.445801
	Iteration 40F: 3 clusters Score -487088.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -487091.031250 Penalty: 4116.445801
	Iteration 41Q: 3 clusters Score -487091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -487094.406250 Penalty: 4116.445801
	Iteration 42Q: 3 clusters Score -487094.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -487095.687500 Penalty: 4116.445801
	Iteration 43Q: 3 clusters Score -487095.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -487096.812500 Penalty: 4116.445801
	Iteration 44Q: 3 clusters Score -487096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -487099.031250 Penalty: 4116.445801
	Iteration 45Q: 3 clusters Score -487099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -487099.687500 Penalty: 4116.445801
	Iteration 46Q: 3 clusters Score -487099.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -487103.375000 Penalty: 4116.445801
	Iteration 47Q: 3 clusters Score -487103.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -487105.187500 Penalty: 4116.445801
	Iteration 48Q: 3 clusters Score -487105.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -487106.062500 Penalty: 4116.445801
	Iteration 49Q: 3 clusters Score -487106.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -487106.062500 Penalty: 4116.445801
	Iteration 50F: 3 clusters Score -487106.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -46166.210938 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -46166.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44687.039062 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -44687.04 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45025.308594 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -45025.31 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45314.238281 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -45314.24 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -45862.734375 Penalty: 3050.698975
	Iteration 3F: 3 clusters Score -45862.73 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46654.007812 Penalty: 3050.698975
	Iteration 4F: 3 clusters Score -46654.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47151.164062 Penalty: 3050.698975
	Iteration 5F: 3 clusters Score -47151.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47291.500000 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -47291.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47330.046875 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -47330.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47365.113281 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -47365.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47365.113281 Penalty: 3050.698975
	Iteration 9F: 3 clusters Score -47365.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 77875 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 10529 members 
Mstep: Class 8 contains 17392 members 
Mstep: Class 9 contains 248908 members 
Mstep: Class 10 contains 4243 members 
Mstep: Class 11 contains 10462 members 
Mstep: Class 12 contains 57378 members 
Mstep: Class 13 contains 20267 members 
Mstep: Class 14 contains 22583 members 
Mstep: Class 15 contains 28379 members 
Mstep: Class 16 contains 81436 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112769 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 184627 members 
Mstep: Class 21 contains 20366 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 8957 members 
Mstep: Class 24 contains 39230 members 
Mstep: Class 25 contains 282791 members 
Mstep: Class 26 contains 14721 members 
Mstep: Class 27 contains 260 members 
Entering Unmasked Estep 
Score: -154621312.000000 Penalty: 94130.875000
Splitting cluster 6 changes total score from -154622032.000000 to -154621312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Entering Unmasked Estep 
Score: -1319011.000000 Penalty: 2296.948242
	Iteration 0F: 2 clusters Score -1319011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1311005.750000 Penalty: 4593.896484
	Iteration 0F: 3 clusters Score -1311006 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1313290.250000 Penalty: 4593.896484
	Iteration 1F: 3 clusters Score -1313290 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1313613.625000 Penalty: 4593.896484
	Iteration 2F: 3 clusters Score -1313614 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1313852.625000 Penalty: 4593.896484
	Iteration 3Q: 3 clusters Score -1313853 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1314054.625000 Penalty: 4593.896484
	Iteration 4Q: 3 clusters Score -1314055 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1314204.500000 Penalty: 4593.896484
	Iteration 5Q: 3 clusters Score -1314204 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1314358.125000 Penalty: 4593.896484
	Iteration 6Q: 3 clusters Score -1314358 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1314504.000000 Penalty: 4593.896484
	Iteration 7Q: 3 clusters Score -1314504 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1314664.250000 Penalty: 4593.896484
	Iteration 8Q: 3 clusters Score -1314664 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1314816.625000 Penalty: 4593.896484
	Iteration 9Q: 3 clusters Score -1314817 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1315001.250000 Penalty: 4593.896484
	Iteration 10Q: 3 clusters Score -1315001 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1315219.500000 Penalty: 4593.896484
	Iteration 11Q: 3 clusters Score -1315220 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1315475.375000 Penalty: 4593.896484
	Iteration 12Q: 3 clusters Score -1315475 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1315754.000000 Penalty: 4593.896484
	Iteration 13Q: 3 clusters Score -1315754 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1316073.500000 Penalty: 4593.896484
	Iteration 14Q: 3 clusters Score -1316074 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1316424.875000 Penalty: 4593.896484
	Iteration 15Q: 3 clusters Score -1316425 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1316732.875000 Penalty: 4593.896484
	Iteration 16Q: 3 clusters Score -1316733 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1316963.500000 Penalty: 4593.896484
	Iteration 17Q: 3 clusters Score -1316964 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1317112.375000 Penalty: 4593.896484
	Iteration 18Q: 3 clusters Score -1317112 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1317174.875000 Penalty: 4593.896484
	Iteration 19Q: 3 clusters Score -1317175 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1317234.750000 Penalty: 4593.896484
	Iteration 20F: 3 clusters Score -1317235 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1317267.250000 Penalty: 4593.896484
	Iteration 21Q: 3 clusters Score -1317267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1317292.875000 Penalty: 4593.896484
	Iteration 22Q: 3 clusters Score -1317293 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1317316.750000 Penalty: 4593.896484
	Iteration 23Q: 3 clusters Score -1317317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1317331.000000 Penalty: 4593.896484
	Iteration 24Q: 3 clusters Score -1317331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1317345.375000 Penalty: 4593.896484
	Iteration 25Q: 3 clusters Score -1317345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1317360.000000 Penalty: 4593.896484
	Iteration 26Q: 3 clusters Score -1317360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1317374.000000 Penalty: 4593.896484
	Iteration 27Q: 3 clusters Score -1317374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1317380.125000 Penalty: 4593.896484
	Iteration 28Q: 3 clusters Score -1317380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1317382.625000 Penalty: 4593.896484
	Iteration 29Q: 3 clusters Score -1317383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1317383.125000 Penalty: 4593.896484
	Iteration 30Q: 3 clusters Score -1317383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1317383.250000 Penalty: 4593.896484
	Iteration 31Q: 3 clusters Score -1317383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1317383.250000 Penalty: 4593.896484
	Iteration 32F: 3 clusters Score -1317383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Entering Unmasked Estep 
Score: -2180840.000000 Penalty: 2421.413818
	Iteration 0F: 2 clusters Score -2180840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2168544.000000 Penalty: 4842.827637
	Iteration 0F: 3 clusters Score -2168544 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2172457.750000 Penalty: 4842.827637
	Iteration 1F: 3 clusters Score -2172458 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2172796.500000 Penalty: 4842.827637
	Iteration 2F: 3 clusters Score -2172796 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2173081.750000 Penalty: 4842.827637
	Iteration 3Q: 3 clusters Score -2173082 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2173311.750000 Penalty: 4842.827637
	Iteration 4Q: 3 clusters Score -2173312 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2173534.750000 Penalty: 4842.827637
	Iteration 5Q: 3 clusters Score -2173535 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2173777.500000 Penalty: 4842.827637
	Iteration 6Q: 3 clusters Score -2173778 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2174057.750000 Penalty: 4842.827637
	Iteration 7Q: 3 clusters Score -2174058 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2174411.000000 Penalty: 4842.827637
	Iteration 8Q: 3 clusters Score -2174411 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2174852.000000 Penalty: 4842.827637
	Iteration 9Q: 3 clusters Score -2174852 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2175426.250000 Penalty: 4842.827637
	Iteration 10Q: 3 clusters Score -2175426 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2176062.750000 Penalty: 4842.827637
	Iteration 11F: 3 clusters Score -2176063 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2176681.250000 Penalty: 4842.827637
	Iteration 12Q: 3 clusters Score -2176681 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2177178.250000 Penalty: 4842.827637
	Iteration 13Q: 3 clusters Score -2177178 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2177565.250000 Penalty: 4842.827637
	Iteration 14Q: 3 clusters Score -2177565 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2177826.250000 Penalty: 4842.827637
	Iteration 15Q: 3 clusters Score -2177826 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2178007.500000 Penalty: 4842.827637
	Iteration 16Q: 3 clusters Score -2178008 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2178163.750000 Penalty: 4842.827637
	Iteration 17Q: 3 clusters Score -2178164 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2178274.500000 Penalty: 4842.827637
	Iteration 18Q: 3 clusters Score -2178274 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2178361.750000 Penalty: 4842.827637
	Iteration 19Q: 3 clusters Score -2178362 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2178422.750000 Penalty: 4842.827637
	Iteration 20F: 3 clusters Score -2178423 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2178481.500000 Penalty: 4842.827637
	Iteration 21Q: 3 clusters Score -2178482 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2178546.250000 Penalty: 4842.827637
	Iteration 22Q: 3 clusters Score -2178546 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2178605.500000 Penalty: 4842.827637
	Iteration 23Q: 3 clusters Score -2178606 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2178663.250000 Penalty: 4842.827637
	Iteration 24Q: 3 clusters Score -2178663 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2178738.000000 Penalty: 4842.827637
	Iteration 25Q: 3 clusters Score -2178738 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2178808.500000 Penalty: 4842.827637
	Iteration 26Q: 3 clusters Score -2178808 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2178873.500000 Penalty: 4842.827637
	Iteration 27Q: 3 clusters Score -2178874 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2178924.750000 Penalty: 4842.827637
	Iteration 28Q: 3 clusters Score -2178925 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2178958.250000 Penalty: 4842.827637
	Iteration 29Q: 3 clusters Score -2178958 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2178983.250000 Penalty: 4842.827637
	Iteration 30Q: 3 clusters Score -2178983 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2179004.750000 Penalty: 4842.827637
	Iteration 31Q: 3 clusters Score -2179005 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2179037.000000 Penalty: 4842.827637
	Iteration 32Q: 3 clusters Score -2179037 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2179051.500000 Penalty: 4842.827637
	Iteration 33Q: 3 clusters Score -2179052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2179072.750000 Penalty: 4842.827637
	Iteration 34Q: 3 clusters Score -2179073 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2179098.750000 Penalty: 4842.827637
	Iteration 35Q: 3 clusters Score -2179099 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2179109.250000 Penalty: 4842.827637
	Iteration 36Q: 3 clusters Score -2179109 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2179115.000000 Penalty: 4842.827637
	Iteration 37Q: 3 clusters Score -2179115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2179117.500000 Penalty: 4842.827637
	Iteration 38Q: 3 clusters Score -2179118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2179127.750000 Penalty: 4842.827637
	Iteration 39Q: 3 clusters Score -2179128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2179136.500000 Penalty: 4842.827637
	Iteration 40F: 3 clusters Score -2179136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2179135.250000 Penalty: 4842.827637
	Iteration 41Q: 3 clusters Score -2179135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2179135.750000 Penalty: 4842.827637
	Iteration 42Q: 3 clusters Score -2179136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2179135.500000 Penalty: 4842.827637
	Iteration 43Q: 3 clusters Score -2179136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2179141.000000 Penalty: 4842.827637
	Iteration 44Q: 3 clusters Score -2179141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2179137.000000 Penalty: 4842.827637
	Iteration 45Q: 3 clusters Score -2179137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2179137.000000 Penalty: 4842.827637
	Iteration 46Q: 3 clusters Score -2179137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2179143.750000 Penalty: 4842.827637
	Iteration 47Q: 3 clusters Score -2179144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2179143.250000 Penalty: 4842.827637
	Iteration 48Q: 3 clusters Score -2179143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2179144.500000 Penalty: 4842.827637
	Iteration 49Q: 3 clusters Score -2179144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2179146.500000 Penalty: 4842.827637
	Iteration 50Q: 3 clusters Score -2179146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2179144.750000 Penalty: 4842.827637
	Iteration 51Q: 3 clusters Score -2179145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2179146.500000 Penalty: 4842.827637
	Iteration 52Q: 3 clusters Score -2179146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2179148.250000 Penalty: 4842.827637
	Iteration 53Q: 3 clusters Score -2179148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2179149.250000 Penalty: 4842.827637
	Iteration 54Q: 3 clusters Score -2179149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2179151.500000 Penalty: 4842.827637
	Iteration 55Q: 3 clusters Score -2179152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2179151.500000 Penalty: 4842.827637
	Iteration 56F: 3 clusters Score -2179152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (248908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248908 members 
Entering Unmasked Estep 
Score: -30891858.000000 Penalty: 3081.360107
	Iteration 0F: 2 clusters Score -3.089186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124213 members 
Mstep: Class 2 contains 124695 members 
Entering Unmasked Estep 
Score: -30732640.000000 Penalty: 6162.720215
	Iteration 0F: 3 clusters Score -3.073264e+07 nChanged 120066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118283 members 
Mstep: Class 2 contains 130625 members 
Entering Unmasked Estep 
Score: -30803712.000000 Penalty: 6162.720215
	Iteration 1F: 3 clusters Score -3.080371e+07 nChanged 8394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114135 members 
Mstep: Class 2 contains 134773 members 
Entering Unmasked Estep 
Score: -30806390.000000 Penalty: 6162.720215
	Iteration 2Q: 3 clusters Score -3.080639e+07 nChanged 11286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107513 members 
Mstep: Class 2 contains 141395 members 
Entering Unmasked Estep 
Score: -30811624.000000 Penalty: 6162.720215
	Iteration 3Q: 3 clusters Score -3.081162e+07 nChanged 15612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97303 members 
Mstep: Class 2 contains 151605 members 
Entering Unmasked Estep 
Score: -30821650.000000 Penalty: 6162.720215
	Iteration 4F: 3 clusters Score -3.082165e+07 nChanged 20103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83150 members 
Mstep: Class 2 contains 165758 members 
Entering Unmasked Estep 
Score: -30837226.000000 Penalty: 6162.720215
	Iteration 5F: 3 clusters Score -3.083723e+07 nChanged 21664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66614 members 
Mstep: Class 2 contains 182294 members 
Entering Unmasked Estep 
Score: -30856578.000000 Penalty: 6162.720215
	Iteration 6F: 3 clusters Score -3.085658e+07 nChanged 18271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 196801 members 
Entering Unmasked Estep 
Score: -30874592.000000 Penalty: 6162.720215
	Iteration 7F: 3 clusters Score -3.087459e+07 nChanged 11922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 205849 members 
Entering Unmasked Estep 
Score: -30884558.000000 Penalty: 6162.720215
	Iteration 8Q: 3 clusters Score -3.088456e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 211552 members 
Entering Unmasked Estep 
Score: -30888048.000000 Penalty: 6162.720215
	Iteration 9Q: 3 clusters Score -3.088805e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 216384 members 
Entering Unmasked Estep 
Score: -30889442.000000 Penalty: 6162.720215
	Iteration 10Q: 3 clusters Score -3.088944e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 220700 members 
Entering Unmasked Estep 
Score: -30890006.000000 Penalty: 6162.720215
	Iteration 11Q: 3 clusters Score -3.089001e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 224583 members 
Entering Unmasked Estep 
Score: -30890482.000000 Penalty: 6162.720215
	Iteration 12Q: 3 clusters Score -3.089048e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 227970 members 
Entering Unmasked Estep 
Score: -30890796.000000 Penalty: 6162.720215
	Iteration 13Q: 3 clusters Score -3.08908e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 231060 members 
Entering Unmasked Estep 
Score: -30891120.000000 Penalty: 6162.720215
	Iteration 14Q: 3 clusters Score -3.089112e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 233784 members 
Entering Unmasked Estep 
Score: -30891098.000000 Penalty: 6162.720215
	Iteration 15Q: 3 clusters Score -3.08911e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 236227 members 
Entering Unmasked Estep 
Score: -30891292.000000 Penalty: 6162.720215
	Iteration 16Q: 3 clusters Score -3.089129e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 238204 members 
Entering Unmasked Estep 
Score: -30891320.000000 Penalty: 6162.720215
	Iteration 17Q: 3 clusters Score -3.089132e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 239871 members 
Entering Unmasked Estep 
Score: -30891418.000000 Penalty: 6162.720215
	Iteration 18Q: 3 clusters Score -3.089142e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 241239 members 
Entering Unmasked Estep 
Score: -30891194.000000 Penalty: 6162.720215
	Iteration 19Q: 3 clusters Score -3.089119e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 242346 members 
Entering Unmasked Estep 
Score: -30891214.000000 Penalty: 6162.720215
	Iteration 20F: 3 clusters Score -3.089121e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 243260 members 
Entering Unmasked Estep 
Score: -30891114.000000 Penalty: 6162.720215
	Iteration 21Q: 3 clusters Score -3.089111e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 244024 members 
Entering Unmasked Estep 
Score: -30891078.000000 Penalty: 6162.720215
	Iteration 22Q: 3 clusters Score -3.089108e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 244652 members 
Entering Unmasked Estep 
Score: -30890924.000000 Penalty: 6162.720215
	Iteration 23Q: 3 clusters Score -3.089092e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 245126 members 
Entering Unmasked Estep 
Score: -30890874.000000 Penalty: 6162.720215
	Iteration 24Q: 3 clusters Score -3.089087e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 245511 members 
Entering Unmasked Estep 
Score: -30890920.000000 Penalty: 6162.720215
	Iteration 25Q: 3 clusters Score -3.089092e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 245824 members 
Entering Unmasked Estep 
Score: -30890856.000000 Penalty: 6162.720215
	Iteration 26Q: 3 clusters Score -3.089086e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 246088 members 
Entering Unmasked Estep 
Score: -30890734.000000 Penalty: 6162.720215
	Iteration 27Q: 3 clusters Score -3.089073e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 246299 members 
Entering Unmasked Estep 
Score: -30890786.000000 Penalty: 6162.720215
	Iteration 28Q: 3 clusters Score -3.089079e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 246493 members 
Entering Unmasked Estep 
Score: -30890802.000000 Penalty: 6162.720215
	Iteration 29Q: 3 clusters Score -3.08908e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 246674 members 
Entering Unmasked Estep 
Score: -30890762.000000 Penalty: 6162.720215
	Iteration 30Q: 3 clusters Score -3.089076e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 246833 members 
Entering Unmasked Estep 
Score: -30890770.000000 Penalty: 6162.720215
	Iteration 31Q: 3 clusters Score -3.089077e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 246962 members 
Entering Unmasked Estep 
Score: -30890800.000000 Penalty: 6162.720215
	Iteration 32Q: 3 clusters Score -3.08908e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 247068 members 
Entering Unmasked Estep 
Score: -30890758.000000 Penalty: 6162.720215
	Iteration 33Q: 3 clusters Score -3.089076e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 247141 members 
Entering Unmasked Estep 
Score: -30890698.000000 Penalty: 6162.720215
	Iteration 34Q: 3 clusters Score -3.08907e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 247198 members 
Entering Unmasked Estep 
Score: -30890680.000000 Penalty: 6162.720215
	Iteration 35Q: 3 clusters Score -3.089068e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 247243 members 
Entering Unmasked Estep 
Score: -30890696.000000 Penalty: 6162.720215
	Iteration 36Q: 3 clusters Score -3.08907e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 247282 members 
Entering Unmasked Estep 
Score: -30890654.000000 Penalty: 6162.720215
	Iteration 37Q: 3 clusters Score -3.089065e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 247301 members 
Entering Unmasked Estep 
Score: -30890656.000000 Penalty: 6162.720215
	Iteration 38Q: 3 clusters Score -3.089066e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 247321 members 
Entering Unmasked Estep 
Score: -30890652.000000 Penalty: 6162.720215
	Iteration 39Q: 3 clusters Score -3.089065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 247334 members 
Entering Unmasked Estep 
Score: -30890636.000000 Penalty: 6162.720215
	Iteration 40F: 3 clusters Score -3.089064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 247345 members 
Entering Unmasked Estep 
Score: -30890642.000000 Penalty: 6162.720215
	Iteration 41Q: 3 clusters Score -3.089064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 247355 members 
Entering Unmasked Estep 
Score: -30890630.000000 Penalty: 6162.720215
	Iteration 42Q: 3 clusters Score -3.089063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 247367 members 
Entering Unmasked Estep 
Score: -30890598.000000 Penalty: 6162.720215
	Iteration 43Q: 3 clusters Score -3.08906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 247377 members 
Entering Unmasked Estep 
Score: -30890596.000000 Penalty: 6162.720215
	Iteration 44Q: 3 clusters Score -3.08906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 247387 members 
Entering Unmasked Estep 
Score: -30890622.000000 Penalty: 6162.720215
	Iteration 45Q: 3 clusters Score -3.089062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 247402 members 
Entering Unmasked Estep 
Score: -30890622.000000 Penalty: 6162.720215
	Iteration 46Q: 3 clusters Score -3.089062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 247410 members 
Entering Unmasked Estep 
Score: -30890602.000000 Penalty: 6162.720215
	Iteration 47Q: 3 clusters Score -3.08906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 247419 members 
Entering Unmasked Estep 
Score: -30890620.000000 Penalty: 6162.720215
	Iteration 48Q: 3 clusters Score -3.089062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 247427 members 
Entering Unmasked Estep 
Score: -30890586.000000 Penalty: 6162.720215
	Iteration 49Q: 3 clusters Score -3.089059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 247441 members 
Entering Unmasked Estep 
Score: -30890572.000000 Penalty: 6162.720215
	Iteration 50Q: 3 clusters Score -3.089057e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 247457 members 
Entering Unmasked Estep 
Score: -30890560.000000 Penalty: 6162.720215
	Iteration 51Q: 3 clusters Score -3.089056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 247470 members 
Entering Unmasked Estep 
Score: -30890564.000000 Penalty: 6162.720215
	Iteration 52Q: 3 clusters Score -3.089056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 247484 members 
Entering Unmasked Estep 
Score: -30890570.000000 Penalty: 6162.720215
	Iteration 53Q: 3 clusters Score -3.089057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 247499 members 
Entering Unmasked Estep 
Score: -30890562.000000 Penalty: 6162.720215
	Iteration 54Q: 3 clusters Score -3.089056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 247509 members 
Entering Unmasked Estep 
Score: -30890564.000000 Penalty: 6162.720215
	Iteration 55Q: 3 clusters Score -3.089056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 247521 members 
Entering Unmasked Estep 
Score: -30890544.000000 Penalty: 6162.720215
	Iteration 56Q: 3 clusters Score -3.089054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 247527 members 
Entering Unmasked Estep 
Score: -30890536.000000 Penalty: 6162.720215
	Iteration 57Q: 3 clusters Score -3.089054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 247533 members 
Entering Unmasked Estep 
Score: -30890530.000000 Penalty: 6162.720215
	Iteration 58Q: 3 clusters Score -3.089053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 247541 members 
Entering Unmasked Estep 
Score: -30890534.000000 Penalty: 6162.720215
	Iteration 59Q: 3 clusters Score -3.089053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 247549 members 
Entering Unmasked Estep 
Score: -30890510.000000 Penalty: 6162.720215
	Iteration 60F: 3 clusters Score -3.089051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 247554 members 
Entering Unmasked Estep 
Score: -30890522.000000 Penalty: 6162.720215
	Iteration 61Q: 3 clusters Score -3.089052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 247562 members 
Entering Unmasked Estep 
Score: -30890498.000000 Penalty: 6162.720215
	Iteration 62Q: 3 clusters Score -3.08905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 247565 members 
Entering Unmasked Estep 
Score: -30890498.000000 Penalty: 6162.720215
	Iteration 63Q: 3 clusters Score -3.08905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 247566 members 
Entering Unmasked Estep 
Score: -30890492.000000 Penalty: 6162.720215
	Iteration 64Q: 3 clusters Score -3.089049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 247568 members 
Entering Unmasked Estep 
Score: -30890498.000000 Penalty: 6162.720215
	Iteration 65Q: 3 clusters Score -3.08905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 247569 members 
Entering Unmasked Estep 
Score: -30890484.000000 Penalty: 6162.720215
	Iteration 66Q: 3 clusters Score -3.089048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 247570 members 
Entering Unmasked Estep 
Score: -30890490.000000 Penalty: 6162.720215
	Iteration 67Q: 3 clusters Score -3.089049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 247571 members 
Entering Unmasked Estep 
Score: -30890508.000000 Penalty: 6162.720215
	Iteration 68Q: 3 clusters Score -3.089051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 247572 members 
Entering Unmasked Estep 
Score: -30890490.000000 Penalty: 6162.720215
	Iteration 69Q: 3 clusters Score -3.089049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 247572 members 
Entering Unmasked Estep 
Score: -30890490.000000 Penalty: 6162.720215
	Iteration 70F: 3 clusters Score -3.089049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Entering Unmasked Estep 
Score: -496128.125000 Penalty: 2071.550293
	Iteration 0F: 2 clusters Score -496128.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -492098.093750 Penalty: 4143.100586
	Iteration 0F: 3 clusters Score -492098.1 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -493081.375000 Penalty: 4143.100586
	Iteration 1F: 3 clusters Score -493081.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -493360.375000 Penalty: 4143.100586
	Iteration 2F: 3 clusters Score -493360.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -493602.656250 Penalty: 4143.100586
	Iteration 3F: 3 clusters Score -493602.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -493804.656250 Penalty: 4143.100586
	Iteration 4F: 3 clusters Score -493804.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -493999.718750 Penalty: 4143.100586
	Iteration 5Q: 3 clusters Score -493999.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -494181.500000 Penalty: 4143.100586
	Iteration 6F: 3 clusters Score -494181.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -494344.593750 Penalty: 4143.100586
	Iteration 7Q: 3 clusters Score -494344.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -494457.625000 Penalty: 4143.100586
	Iteration 8Q: 3 clusters Score -494457.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -494556.031250 Penalty: 4143.100586
	Iteration 9Q: 3 clusters Score -494556 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -494635.781250 Penalty: 4143.100586
	Iteration 10Q: 3 clusters Score -494635.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -494697.656250 Penalty: 4143.100586
	Iteration 11Q: 3 clusters Score -494697.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -494760.000000 Penalty: 4143.100586
	Iteration 12Q: 3 clusters Score -494760 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -494814.968750 Penalty: 4143.100586
	Iteration 13Q: 3 clusters Score -494815 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -494861.031250 Penalty: 4143.100586
	Iteration 14Q: 3 clusters Score -494861 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -494896.968750 Penalty: 4143.100586
	Iteration 15Q: 3 clusters Score -494897 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -494927.187500 Penalty: 4143.100586
	Iteration 16Q: 3 clusters Score -494927.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -494950.437500 Penalty: 4143.100586
	Iteration 17Q: 3 clusters Score -494950.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -494965.968750 Penalty: 4143.100586
	Iteration 18Q: 3 clusters Score -494966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -494974.593750 Penalty: 4143.100586
	Iteration 19Q: 3 clusters Score -494974.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -494981.281250 Penalty: 4143.100586
	Iteration 20F: 3 clusters Score -494981.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -494983.906250 Penalty: 4143.100586
	Iteration 21Q: 3 clusters Score -494983.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -494985.250000 Penalty: 4143.100586
	Iteration 22Q: 3 clusters Score -494985.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -494987.312500 Penalty: 4143.100586
	Iteration 23Q: 3 clusters Score -494987.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -494992.125000 Penalty: 4143.100586
	Iteration 24Q: 3 clusters Score -494992.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -494998.281250 Penalty: 4143.100586
	Iteration 25Q: 3 clusters Score -494998.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -495005.468750 Penalty: 4143.100586
	Iteration 26Q: 3 clusters Score -495005.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -495009.656250 Penalty: 4143.100586
	Iteration 27Q: 3 clusters Score -495009.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -495013.437500 Penalty: 4143.100586
	Iteration 28Q: 3 clusters Score -495013.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -495017.937500 Penalty: 4143.100586
	Iteration 29Q: 3 clusters Score -495017.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -495022.031250 Penalty: 4143.100586
	Iteration 30Q: 3 clusters Score -495022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -495025.750000 Penalty: 4143.100586
	Iteration 31Q: 3 clusters Score -495025.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -495028.250000 Penalty: 4143.100586
	Iteration 32Q: 3 clusters Score -495028.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -495029.718750 Penalty: 4143.100586
	Iteration 33Q: 3 clusters Score -495029.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -495029.875000 Penalty: 4143.100586
	Iteration 34Q: 3 clusters Score -495029.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -495029.875000 Penalty: 4143.100586
	Iteration 35F: 3 clusters Score -495029.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Entering Unmasked Estep 
Score: -1252031.500000 Penalty: 2295.365234
	Iteration 0F: 2 clusters Score -1252032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1244076.125000 Penalty: 4590.730469
	Iteration 0F: 3 clusters Score -1244076 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1246496.625000 Penalty: 4590.730469
	Iteration 1F: 3 clusters Score -1246497 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1246956.625000 Penalty: 4590.730469
	Iteration 2F: 3 clusters Score -1246957 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1247449.375000 Penalty: 4590.730469
	Iteration 3F: 3 clusters Score -1247449 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1247932.500000 Penalty: 4590.730469
	Iteration 4F: 3 clusters Score -1247932 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1248392.125000 Penalty: 4590.730469
	Iteration 5F: 3 clusters Score -1248392 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1248834.500000 Penalty: 4590.730469
	Iteration 6F: 3 clusters Score -1248834 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1249204.375000 Penalty: 4590.730469
	Iteration 7F: 3 clusters Score -1249204 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1249495.000000 Penalty: 4590.730469
	Iteration 8Q: 3 clusters Score -1249495 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1249694.625000 Penalty: 4590.730469
	Iteration 9Q: 3 clusters Score -1249695 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1249832.125000 Penalty: 4590.730469
	Iteration 10Q: 3 clusters Score -1249832 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1249927.500000 Penalty: 4590.730469
	Iteration 11Q: 3 clusters Score -1249928 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1250015.875000 Penalty: 4590.730469
	Iteration 12Q: 3 clusters Score -1250016 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1250089.500000 Penalty: 4590.730469
	Iteration 13Q: 3 clusters Score -1250090 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1250145.625000 Penalty: 4590.730469
	Iteration 14Q: 3 clusters Score -1250146 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1250174.875000 Penalty: 4590.730469
	Iteration 15Q: 3 clusters Score -1250175 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1250198.125000 Penalty: 4590.730469
	Iteration 16Q: 3 clusters Score -1250198 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1250218.000000 Penalty: 4590.730469
	Iteration 17Q: 3 clusters Score -1250218 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1250226.125000 Penalty: 4590.730469
	Iteration 18Q: 3 clusters Score -1250226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1250234.625000 Penalty: 4590.730469
	Iteration 19Q: 3 clusters Score -1250235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1250240.375000 Penalty: 4590.730469
	Iteration 20F: 3 clusters Score -1250240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1250243.250000 Penalty: 4590.730469
	Iteration 21Q: 3 clusters Score -1250243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1250244.500000 Penalty: 4590.730469
	Iteration 22Q: 3 clusters Score -1250244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1250247.750000 Penalty: 4590.730469
	Iteration 23Q: 3 clusters Score -1250248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1250246.125000 Penalty: 4590.730469
	Iteration 24Q: 3 clusters Score -1250246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1250248.250000 Penalty: 4590.730469
	Iteration 25Q: 3 clusters Score -1250248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1250249.750000 Penalty: 4590.730469
	Iteration 26Q: 3 clusters Score -1250250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1250250.375000 Penalty: 4590.730469
	Iteration 27Q: 3 clusters Score -1250250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1250254.375000 Penalty: 4590.730469
	Iteration 28Q: 3 clusters Score -1250254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1250255.750000 Penalty: 4590.730469
	Iteration 29Q: 3 clusters Score -1250256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1250256.750000 Penalty: 4590.730469
	Iteration 30Q: 3 clusters Score -1250257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1250255.250000 Penalty: 4590.730469
	Iteration 31Q: 3 clusters Score -1250255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1250255.500000 Penalty: 4590.730469
	Iteration 32Q: 3 clusters Score -1250256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1250255.625000 Penalty: 4590.730469
	Iteration 33Q: 3 clusters Score -1250256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1250259.000000 Penalty: 4590.730469
	Iteration 34Q: 3 clusters Score -1250259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1250262.125000 Penalty: 4590.730469
	Iteration 35Q: 3 clusters Score -1250262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1250263.000000 Penalty: 4590.730469
	Iteration 36Q: 3 clusters Score -1250263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1250262.875000 Penalty: 4590.730469
	Iteration 37Q: 3 clusters Score -1250263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1250263.250000 Penalty: 4590.730469
	Iteration 38Q: 3 clusters Score -1250263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1250264.125000 Penalty: 4590.730469
	Iteration 39Q: 3 clusters Score -1250264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1250263.000000 Penalty: 4590.730469
	Iteration 40F: 3 clusters Score -1250263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1250263.250000 Penalty: 4590.730469
	Iteration 41Q: 3 clusters Score -1250263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1250264.875000 Penalty: 4590.730469
	Iteration 42Q: 3 clusters Score -1250265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1250265.250000 Penalty: 4590.730469
	Iteration 43Q: 3 clusters Score -1250265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1250265.250000 Penalty: 4590.730469
	Iteration 44F: 3 clusters Score -1250265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (57378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57378 members 
Entering Unmasked Estep 
Score: -7210080.000000 Penalty: 2717.439209
	Iteration 0F: 2 clusters Score -7210080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -7171573.000000 Penalty: 5434.878418
	Iteration 0F: 3 clusters Score -7171573 nChanged 26687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -7186470.500000 Penalty: 5434.878418
	Iteration 1F: 3 clusters Score -7186470 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -7187196.000000 Penalty: 5434.878418
	Iteration 2Q: 3 clusters Score -7187196 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -7188127.000000 Penalty: 5434.878418
	Iteration 3Q: 3 clusters Score -7188127 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -7189412.500000 Penalty: 5434.878418
	Iteration 4Q: 3 clusters Score -7189412 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -7191113.000000 Penalty: 5434.878418
	Iteration 5F: 3 clusters Score -7191113 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -7193468.500000 Penalty: 5434.878418
	Iteration 6F: 3 clusters Score -7193468 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -7196458.000000 Penalty: 5434.878418
	Iteration 7F: 3 clusters Score -7196458 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -7199545.000000 Penalty: 5434.878418
	Iteration 8F: 3 clusters Score -7199545 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -7201991.500000 Penalty: 5434.878418
	Iteration 9F: 3 clusters Score -7201992 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -7203335.500000 Penalty: 5434.878418
	Iteration 10Q: 3 clusters Score -7203336 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -7204106.000000 Penalty: 5434.878418
	Iteration 11Q: 3 clusters Score -7204106 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -7204638.000000 Penalty: 5434.878418
	Iteration 12Q: 3 clusters Score -7204638 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -7205092.500000 Penalty: 5434.878418
	Iteration 13Q: 3 clusters Score -7205092 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -7205391.000000 Penalty: 5434.878418
	Iteration 14Q: 3 clusters Score -7205391 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -7205663.000000 Penalty: 5434.878418
	Iteration 15Q: 3 clusters Score -7205663 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -7205900.000000 Penalty: 5434.878418
	Iteration 16Q: 3 clusters Score -7205900 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -7206095.500000 Penalty: 5434.878418
	Iteration 17Q: 3 clusters Score -7206096 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -7206276.000000 Penalty: 5434.878418
	Iteration 18Q: 3 clusters Score -7206276 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -7206413.000000 Penalty: 5434.878418
	Iteration 19Q: 3 clusters Score -7206413 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -7206600.500000 Penalty: 5434.878418
	Iteration 20F: 3 clusters Score -7206600 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 51341 members 
Entering Unmasked Estep 
Score: -7206752.000000 Penalty: 5434.878418
	Iteration 21Q: 3 clusters Score -7206752 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -7206899.000000 Penalty: 5434.878418
	Iteration 22Q: 3 clusters Score -7206899 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -7207025.500000 Penalty: 5434.878418
	Iteration 23Q: 3 clusters Score -7207026 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -7207182.000000 Penalty: 5434.878418
	Iteration 24Q: 3 clusters Score -7207182 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -7207322.000000 Penalty: 5434.878418
	Iteration 25Q: 3 clusters Score -7207322 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 53295 members 
Entering Unmasked Estep 
Score: -7207443.500000 Penalty: 5434.878418
	Iteration 26Q: 3 clusters Score -7207444 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 53584 members 
Entering Unmasked Estep 
Score: -7207521.000000 Penalty: 5434.878418
	Iteration 27Q: 3 clusters Score -7207521 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -7207645.000000 Penalty: 5434.878418
	Iteration 28Q: 3 clusters Score -7207645 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -7207726.500000 Penalty: 5434.878418
	Iteration 29Q: 3 clusters Score -7207726 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -7207796.000000 Penalty: 5434.878418
	Iteration 30Q: 3 clusters Score -7207796 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -7207884.500000 Penalty: 5434.878418
	Iteration 31Q: 3 clusters Score -7207884 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 54708 members 
Entering Unmasked Estep 
Score: -7207962.500000 Penalty: 5434.878418
	Iteration 32Q: 3 clusters Score -7207962 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -7208008.000000 Penalty: 5434.878418
	Iteration 33Q: 3 clusters Score -7208008 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -7208077.000000 Penalty: 5434.878418
	Iteration 34Q: 3 clusters Score -7208077 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 55116 members 
Entering Unmasked Estep 
Score: -7208116.000000 Penalty: 5434.878418
	Iteration 35Q: 3 clusters Score -7208116 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 55210 members 
Entering Unmasked Estep 
Score: -7208146.500000 Penalty: 5434.878418
	Iteration 36Q: 3 clusters Score -7208146 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 55289 members 
Entering Unmasked Estep 
Score: -7208186.500000 Penalty: 5434.878418
	Iteration 37Q: 3 clusters Score -7208186 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 55356 members 
Entering Unmasked Estep 
Score: -7208221.000000 Penalty: 5434.878418
	Iteration 38Q: 3 clusters Score -7208221 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -7208241.000000 Penalty: 5434.878418
	Iteration 39Q: 3 clusters Score -7208241 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -7208262.000000 Penalty: 5434.878418
	Iteration 40F: 3 clusters Score -7208262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -7208275.000000 Penalty: 5434.878418
	Iteration 41Q: 3 clusters Score -7208275 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -7208262.500000 Penalty: 5434.878418
	Iteration 42Q: 3 clusters Score -7208262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -7208278.500000 Penalty: 5434.878418
	Iteration 43Q: 3 clusters Score -7208278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -7208297.000000 Penalty: 5434.878418
	Iteration 44Q: 3 clusters Score -7208297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -7208311.000000 Penalty: 5434.878418
	Iteration 45Q: 3 clusters Score -7208311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -7208308.000000 Penalty: 5434.878418
	Iteration 46Q: 3 clusters Score -7208308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
Score: -7208291.500000 Penalty: 5434.878418
	Iteration 47Q: 3 clusters Score -7208292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -7208301.500000 Penalty: 5434.878418
	Iteration 48Q: 3 clusters Score -7208302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 55623 members 
Entering Unmasked Estep 
Score: -7208315.500000 Penalty: 5434.878418
	Iteration 49Q: 3 clusters Score -7208316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -7208307.000000 Penalty: 5434.878418
	Iteration 50Q: 3 clusters Score -7208307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -7208309.000000 Penalty: 5434.878418
	Iteration 51Q: 3 clusters Score -7208309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 55652 members 
Entering Unmasked Estep 
Score: -7208305.500000 Penalty: 5434.878418
	Iteration 52Q: 3 clusters Score -7208306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -7208306.000000 Penalty: 5434.878418
	Iteration 53Q: 3 clusters Score -7208306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 55666 members 
Entering Unmasked Estep 
Score: -7208310.000000 Penalty: 5434.878418
	Iteration 54Q: 3 clusters Score -7208310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 55674 members 
Entering Unmasked Estep 
Score: -7208315.000000 Penalty: 5434.878418
	Iteration 55Q: 3 clusters Score -7208315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 55677 members 
Entering Unmasked Estep 
Score: -7208319.500000 Penalty: 5434.878418
	Iteration 56Q: 3 clusters Score -7208320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 55681 members 
Entering Unmasked Estep 
Score: -7208321.500000 Penalty: 5434.878418
	Iteration 57Q: 3 clusters Score -7208322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 55681 members 
Entering Unmasked Estep 
Score: -7208321.500000 Penalty: 5434.878418
	Iteration 58F: 3 clusters Score -7208322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Entering Unmasked Estep 
Score: -2472866.500000 Penalty: 2459.353760
	Iteration 0F: 2 clusters Score -2472866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2458576.500000 Penalty: 4918.707520
	Iteration 0F: 3 clusters Score -2458576 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2463314.500000 Penalty: 4918.707520
	Iteration 1F: 3 clusters Score -2463314 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2463727.750000 Penalty: 4918.707520
	Iteration 2F: 3 clusters Score -2463728 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2464057.500000 Penalty: 4918.707520
	Iteration 3Q: 3 clusters Score -2464058 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2464378.000000 Penalty: 4918.707520
	Iteration 4Q: 3 clusters Score -2464378 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2464720.000000 Penalty: 4918.707520
	Iteration 5Q: 3 clusters Score -2464720 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2465177.750000 Penalty: 4918.707520
	Iteration 6Q: 3 clusters Score -2465178 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2465696.250000 Penalty: 4918.707520
	Iteration 7Q: 3 clusters Score -2465696 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2466302.750000 Penalty: 4918.707520
	Iteration 8Q: 3 clusters Score -2466303 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2467038.000000 Penalty: 4918.707520
	Iteration 9F: 3 clusters Score -2467038 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2467846.250000 Penalty: 4918.707520
	Iteration 10F: 3 clusters Score -2467846 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2468627.250000 Penalty: 4918.707520
	Iteration 11Q: 3 clusters Score -2468627 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2469282.000000 Penalty: 4918.707520
	Iteration 12Q: 3 clusters Score -2469282 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2469753.000000 Penalty: 4918.707520
	Iteration 13Q: 3 clusters Score -2469753 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2470090.750000 Penalty: 4918.707520
	Iteration 14Q: 3 clusters Score -2470091 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2470292.250000 Penalty: 4918.707520
	Iteration 15Q: 3 clusters Score -2470292 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2470392.250000 Penalty: 4918.707520
	Iteration 16Q: 3 clusters Score -2470392 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2470455.250000 Penalty: 4918.707520
	Iteration 17Q: 3 clusters Score -2470455 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2470497.250000 Penalty: 4918.707520
	Iteration 18Q: 3 clusters Score -2470497 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2470528.500000 Penalty: 4918.707520
	Iteration 19Q: 3 clusters Score -2470528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2470557.000000 Penalty: 4918.707520
	Iteration 20F: 3 clusters Score -2470557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2470578.000000 Penalty: 4918.707520
	Iteration 21Q: 3 clusters Score -2470578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2470604.500000 Penalty: 4918.707520
	Iteration 22Q: 3 clusters Score -2470604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2470618.000000 Penalty: 4918.707520
	Iteration 23Q: 3 clusters Score -2470618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2470626.250000 Penalty: 4918.707520
	Iteration 24Q: 3 clusters Score -2470626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2470631.750000 Penalty: 4918.707520
	Iteration 25Q: 3 clusters Score -2470632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2470638.250000 Penalty: 4918.707520
	Iteration 26Q: 3 clusters Score -2470638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2470643.000000 Penalty: 4918.707520
	Iteration 27Q: 3 clusters Score -2470643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2470649.000000 Penalty: 4918.707520
	Iteration 28Q: 3 clusters Score -2470649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2470657.500000 Penalty: 4918.707520
	Iteration 29Q: 3 clusters Score -2470658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2470663.000000 Penalty: 4918.707520
	Iteration 30Q: 3 clusters Score -2470663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2470665.250000 Penalty: 4918.707520
	Iteration 31Q: 3 clusters Score -2470665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2470665.500000 Penalty: 4918.707520
	Iteration 32Q: 3 clusters Score -2470666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2470666.250000 Penalty: 4918.707520
	Iteration 33Q: 3 clusters Score -2470666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2470670.750000 Penalty: 4918.707520
	Iteration 34Q: 3 clusters Score -2470671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2470673.000000 Penalty: 4918.707520
	Iteration 35Q: 3 clusters Score -2470673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2470672.500000 Penalty: 4918.707520
	Iteration 36Q: 3 clusters Score -2470672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2470676.750000 Penalty: 4918.707520
	Iteration 37Q: 3 clusters Score -2470677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2470687.500000 Penalty: 4918.707520
	Iteration 38Q: 3 clusters Score -2470688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2470697.750000 Penalty: 4918.707520
	Iteration 39Q: 3 clusters Score -2470698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2470702.750000 Penalty: 4918.707520
	Iteration 40F: 3 clusters Score -2470703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2470709.500000 Penalty: 4918.707520
	Iteration 41Q: 3 clusters Score -2470710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2470715.000000 Penalty: 4918.707520
	Iteration 42Q: 3 clusters Score -2470715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2470714.500000 Penalty: 4918.707520
	Iteration 43Q: 3 clusters Score -2470714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2470713.500000 Penalty: 4918.707520
	Iteration 44Q: 3 clusters Score -2470714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2470713.500000 Penalty: 4918.707520
	Iteration 45F: 3 clusters Score -2470714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Entering Unmasked Estep 
Score: -2731610.750000 Penalty: 2486.188232
	Iteration 0F: 2 clusters Score -2731611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2715923.750000 Penalty: 4972.376465
	Iteration 0F: 3 clusters Score -2715924 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2721757.500000 Penalty: 4972.376465
	Iteration 1F: 3 clusters Score -2721758 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2722631.750000 Penalty: 4972.376465
	Iteration 2F: 3 clusters Score -2722632 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2723573.500000 Penalty: 4972.376465
	Iteration 3F: 3 clusters Score -2723574 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2724582.500000 Penalty: 4972.376465
	Iteration 4F: 3 clusters Score -2724582 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2725578.000000 Penalty: 4972.376465
	Iteration 5F: 3 clusters Score -2725578 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -2726488.000000 Penalty: 4972.376465
	Iteration 6F: 3 clusters Score -2726488 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2727378.250000 Penalty: 4972.376465
	Iteration 7F: 3 clusters Score -2727378 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2728240.750000 Penalty: 4972.376465
	Iteration 8Q: 3 clusters Score -2728241 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2728802.500000 Penalty: 4972.376465
	Iteration 9Q: 3 clusters Score -2728802 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2729137.000000 Penalty: 4972.376465
	Iteration 10Q: 3 clusters Score -2729137 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2729334.000000 Penalty: 4972.376465
	Iteration 11Q: 3 clusters Score -2729334 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2729468.750000 Penalty: 4972.376465
	Iteration 12Q: 3 clusters Score -2729469 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2729573.250000 Penalty: 4972.376465
	Iteration 13Q: 3 clusters Score -2729573 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2729653.500000 Penalty: 4972.376465
	Iteration 14Q: 3 clusters Score -2729654 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2729700.500000 Penalty: 4972.376465
	Iteration 15Q: 3 clusters Score -2729700 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2729725.750000 Penalty: 4972.376465
	Iteration 16Q: 3 clusters Score -2729726 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2729760.250000 Penalty: 4972.376465
	Iteration 17Q: 3 clusters Score -2729760 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2729771.500000 Penalty: 4972.376465
	Iteration 18Q: 3 clusters Score -2729772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2729773.750000 Penalty: 4972.376465
	Iteration 19Q: 3 clusters Score -2729774 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2729793.750000 Penalty: 4972.376465
	Iteration 20F: 3 clusters Score -2729794 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2729801.500000 Penalty: 4972.376465
	Iteration 21Q: 3 clusters Score -2729802 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2729819.500000 Penalty: 4972.376465
	Iteration 22Q: 3 clusters Score -2729820 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2729836.000000 Penalty: 4972.376465
	Iteration 23Q: 3 clusters Score -2729836 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2729843.750000 Penalty: 4972.376465
	Iteration 24Q: 3 clusters Score -2729844 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2729855.000000 Penalty: 4972.376465
	Iteration 25Q: 3 clusters Score -2729855 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2729864.000000 Penalty: 4972.376465
	Iteration 26Q: 3 clusters Score -2729864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2729869.500000 Penalty: 4972.376465
	Iteration 27Q: 3 clusters Score -2729870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2729876.500000 Penalty: 4972.376465
	Iteration 28Q: 3 clusters Score -2729876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2729872.750000 Penalty: 4972.376465
	Iteration 29Q: 3 clusters Score -2729873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2729870.000000 Penalty: 4972.376465
	Iteration 30Q: 3 clusters Score -2729870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2729876.000000 Penalty: 4972.376465
	Iteration 31Q: 3 clusters Score -2729876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2729878.000000 Penalty: 4972.376465
	Iteration 32Q: 3 clusters Score -2729878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -2729879.750000 Penalty: 4972.376465
	Iteration 33Q: 3 clusters Score -2729880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -2729887.500000 Penalty: 4972.376465
	Iteration 34Q: 3 clusters Score -2729888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2729891.000000 Penalty: 4972.376465
	Iteration 35Q: 3 clusters Score -2729891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2729887.750000 Penalty: 4972.376465
	Iteration 36Q: 3 clusters Score -2729888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2729894.000000 Penalty: 4972.376465
	Iteration 37Q: 3 clusters Score -2729894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2729900.000000 Penalty: 4972.376465
	Iteration 38Q: 3 clusters Score -2729900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -2729903.250000 Penalty: 4972.376465
	Iteration 39Q: 3 clusters Score -2729903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2729905.500000 Penalty: 4972.376465
	Iteration 40F: 3 clusters Score -2729906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2729910.750000 Penalty: 4972.376465
	Iteration 41Q: 3 clusters Score -2729911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2729909.750000 Penalty: 4972.376465
	Iteration 42Q: 3 clusters Score -2729910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2729909.500000 Penalty: 4972.376465
	Iteration 43Q: 3 clusters Score -2729910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2729912.250000 Penalty: 4972.376465
	Iteration 44Q: 3 clusters Score -2729912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2729915.750000 Penalty: 4972.376465
	Iteration 45Q: 3 clusters Score -2729916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2729918.750000 Penalty: 4972.376465
	Iteration 46Q: 3 clusters Score -2729919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2729925.750000 Penalty: 4972.376465
	Iteration 47Q: 3 clusters Score -2729926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2729918.750000 Penalty: 4972.376465
	Iteration 48Q: 3 clusters Score -2729919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2729927.250000 Penalty: 4972.376465
	Iteration 49Q: 3 clusters Score -2729927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2729939.000000 Penalty: 4972.376465
	Iteration 50Q: 3 clusters Score -2729939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2729939.500000 Penalty: 4972.376465
	Iteration 51Q: 3 clusters Score -2729940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2729936.000000 Penalty: 4972.376465
	Iteration 52Q: 3 clusters Score -2729936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2729935.500000 Penalty: 4972.376465
	Iteration 53Q: 3 clusters Score -2729936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2729942.750000 Penalty: 4972.376465
	Iteration 54Q: 3 clusters Score -2729943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2729944.750000 Penalty: 4972.376465
	Iteration 55Q: 3 clusters Score -2729945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2729950.750000 Penalty: 4972.376465
	Iteration 56Q: 3 clusters Score -2729951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2729957.000000 Penalty: 4972.376465
	Iteration 57Q: 3 clusters Score -2729957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2729957.750000 Penalty: 4972.376465
	Iteration 58Q: 3 clusters Score -2729958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2729960.750000 Penalty: 4972.376465
	Iteration 59Q: 3 clusters Score -2729961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2729958.750000 Penalty: 4972.376465
	Iteration 60F: 3 clusters Score -2729959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2729955.500000 Penalty: 4972.376465
	Iteration 61Q: 3 clusters Score -2729956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2729959.750000 Penalty: 4972.376465
	Iteration 62Q: 3 clusters Score -2729960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2729957.250000 Penalty: 4972.376465
	Iteration 63Q: 3 clusters Score -2729957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2729960.250000 Penalty: 4972.376465
	Iteration 64Q: 3 clusters Score -2729960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2729971.250000 Penalty: 4972.376465
	Iteration 65Q: 3 clusters Score -2729971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -2729972.750000 Penalty: 4972.376465
	Iteration 66Q: 3 clusters Score -2729973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2729980.500000 Penalty: 4972.376465
	Iteration 67Q: 3 clusters Score -2729980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -2729987.500000 Penalty: 4972.376465
	Iteration 68Q: 3 clusters Score -2729988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -2729993.750000 Penalty: 4972.376465
	Iteration 69Q: 3 clusters Score -2729994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2729998.750000 Penalty: 4972.376465
	Iteration 70Q: 3 clusters Score -2729999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -2729997.500000 Penalty: 4972.376465
	Iteration 71Q: 3 clusters Score -2729998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2729996.250000 Penalty: 4972.376465
	Iteration 72Q: 3 clusters Score -2729996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2730007.500000 Penalty: 4972.376465
	Iteration 73Q: 3 clusters Score -2730008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2730007.750000 Penalty: 4972.376465
	Iteration 74Q: 3 clusters Score -2730008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -2730014.750000 Penalty: 4972.376465
	Iteration 75Q: 3 clusters Score -2730015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2730023.500000 Penalty: 4972.376465
	Iteration 76Q: 3 clusters Score -2730024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2730029.250000 Penalty: 4972.376465
	Iteration 77Q: 3 clusters Score -2730029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2730032.500000 Penalty: 4972.376465
	Iteration 78Q: 3 clusters Score -2730032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2730043.500000 Penalty: 4972.376465
	Iteration 79Q: 3 clusters Score -2730044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -2730044.000000 Penalty: 4972.376465
	Iteration 80F: 3 clusters Score -2730044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -2730051.250000 Penalty: 4972.376465
	Iteration 81Q: 3 clusters Score -2730051 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2730063.000000 Penalty: 4972.376465
	Iteration 82Q: 3 clusters Score -2730063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -2730062.750000 Penalty: 4972.376465
	Iteration 83Q: 3 clusters Score -2730063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2730073.500000 Penalty: 4972.376465
	Iteration 84Q: 3 clusters Score -2730074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -2730078.250000 Penalty: 4972.376465
	Iteration 85Q: 3 clusters Score -2730078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2730087.750000 Penalty: 4972.376465
	Iteration 86Q: 3 clusters Score -2730088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2730095.000000 Penalty: 4972.376465
	Iteration 87Q: 3 clusters Score -2730095 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2730109.250000 Penalty: 4972.376465
	Iteration 88Q: 3 clusters Score -2730109 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -2730124.500000 Penalty: 4972.376465
	Iteration 89Q: 3 clusters Score -2730124 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2730137.250000 Penalty: 4972.376465
	Iteration 90Q: 3 clusters Score -2730137 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2730150.750000 Penalty: 4972.376465
	Iteration 91Q: 3 clusters Score -2730151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -2730158.250000 Penalty: 4972.376465
	Iteration 92Q: 3 clusters Score -2730158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -2730172.250000 Penalty: 4972.376465
	Iteration 93Q: 3 clusters Score -2730172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -2730184.750000 Penalty: 4972.376465
	Iteration 94Q: 3 clusters Score -2730185 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -2730187.750000 Penalty: 4972.376465
	Iteration 95Q: 3 clusters Score -2730188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2730188.750000 Penalty: 4972.376465
	Iteration 96Q: 3 clusters Score -2730189 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2730202.500000 Penalty: 4972.376465
	Iteration 97Q: 3 clusters Score -2730202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -2730210.000000 Penalty: 4972.376465
	Iteration 98Q: 3 clusters Score -2730210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2730211.500000 Penalty: 4972.376465
	Iteration 99Q: 3 clusters Score -2730212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2730222.500000 Penalty: 4972.376465
	Iteration 100F: 3 clusters Score -2730222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2730236.250000 Penalty: 4972.376465
	Iteration 101Q: 3 clusters Score -2730236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2730238.750000 Penalty: 4972.376465
	Iteration 102Q: 3 clusters Score -2730239 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2730255.250000 Penalty: 4972.376465
	Iteration 103Q: 3 clusters Score -2730255 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -2730271.500000 Penalty: 4972.376465
	Iteration 104Q: 3 clusters Score -2730272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2730279.000000 Penalty: 4972.376465
	Iteration 105Q: 3 clusters Score -2730279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2730285.750000 Penalty: 4972.376465
	Iteration 106Q: 3 clusters Score -2730286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2730292.000000 Penalty: 4972.376465
	Iteration 107Q: 3 clusters Score -2730292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -2730292.750000 Penalty: 4972.376465
	Iteration 108Q: 3 clusters Score -2730293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2730295.500000 Penalty: 4972.376465
	Iteration 109Q: 3 clusters Score -2730296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -2730291.750000 Penalty: 4972.376465
	Iteration 110Q: 3 clusters Score -2730292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2730295.750000 Penalty: 4972.376465
	Iteration 111Q: 3 clusters Score -2730296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2730299.500000 Penalty: 4972.376465
	Iteration 112Q: 3 clusters Score -2730300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -2730296.250000 Penalty: 4972.376465
	Iteration 113Q: 3 clusters Score -2730296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -2730297.250000 Penalty: 4972.376465
	Iteration 114Q: 3 clusters Score -2730297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -2730296.250000 Penalty: 4972.376465
	Iteration 115Q: 3 clusters Score -2730296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -2730293.750000 Penalty: 4972.376465
	Iteration 116Q: 3 clusters Score -2730294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2730294.250000 Penalty: 4972.376465
	Iteration 117Q: 3 clusters Score -2730294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -2730295.750000 Penalty: 4972.376465
	Iteration 118Q: 3 clusters Score -2730296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -2730298.500000 Penalty: 4972.376465
	Iteration 119Q: 3 clusters Score -2730298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -2730298.500000 Penalty: 4972.376465
	Iteration 120F: 3 clusters Score -2730298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Entering Unmasked Estep 
Score: -3159166.500000 Penalty: 2542.844238
	Iteration 0F: 2 clusters Score -3159166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3139585.000000 Penalty: 5085.688477
	Iteration 0F: 3 clusters Score -3139585 nChanged 12854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3146907.750000 Penalty: 5085.688477
	Iteration 1F: 3 clusters Score -3146908 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -3147668.000000 Penalty: 5085.688477
	Iteration 2F: 3 clusters Score -3147668 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -3148633.250000 Penalty: 5085.688477
	Iteration 3F: 3 clusters Score -3148633 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -3149883.500000 Penalty: 5085.688477
	Iteration 4F: 3 clusters Score -3149884 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -3151399.750000 Penalty: 5085.688477
	Iteration 5F: 3 clusters Score -3151400 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -3153001.000000 Penalty: 5085.688477
	Iteration 6F: 3 clusters Score -3153001 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3154396.500000 Penalty: 5085.688477
	Iteration 7F: 3 clusters Score -3154396 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -3155427.750000 Penalty: 5085.688477
	Iteration 8Q: 3 clusters Score -3155428 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3156172.000000 Penalty: 5085.688477
	Iteration 9Q: 3 clusters Score -3156172 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3156592.500000 Penalty: 5085.688477
	Iteration 10Q: 3 clusters Score -3156592 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3156826.000000 Penalty: 5085.688477
	Iteration 11Q: 3 clusters Score -3156826 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3156976.000000 Penalty: 5085.688477
	Iteration 12Q: 3 clusters Score -3156976 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3157077.000000 Penalty: 5085.688477
	Iteration 13Q: 3 clusters Score -3157077 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3157135.750000 Penalty: 5085.688477
	Iteration 14Q: 3 clusters Score -3157136 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3157186.500000 Penalty: 5085.688477
	Iteration 15Q: 3 clusters Score -3157186 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3157240.250000 Penalty: 5085.688477
	Iteration 16Q: 3 clusters Score -3157240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3157253.000000 Penalty: 5085.688477
	Iteration 17Q: 3 clusters Score -3157253 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3157278.250000 Penalty: 5085.688477
	Iteration 18Q: 3 clusters Score -3157278 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3157308.500000 Penalty: 5085.688477
	Iteration 19Q: 3 clusters Score -3157308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3157331.500000 Penalty: 5085.688477
	Iteration 20F: 3 clusters Score -3157332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3157376.500000 Penalty: 5085.688477
	Iteration 21Q: 3 clusters Score -3157376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3157418.750000 Penalty: 5085.688477
	Iteration 22Q: 3 clusters Score -3157419 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3157447.750000 Penalty: 5085.688477
	Iteration 23Q: 3 clusters Score -3157448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3157476.000000 Penalty: 5085.688477
	Iteration 24Q: 3 clusters Score -3157476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3157504.000000 Penalty: 5085.688477
	Iteration 25Q: 3 clusters Score -3157504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3157519.250000 Penalty: 5085.688477
	Iteration 26Q: 3 clusters Score -3157519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3157537.000000 Penalty: 5085.688477
	Iteration 27Q: 3 clusters Score -3157537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3157551.000000 Penalty: 5085.688477
	Iteration 28Q: 3 clusters Score -3157551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3157562.250000 Penalty: 5085.688477
	Iteration 29Q: 3 clusters Score -3157562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3157575.250000 Penalty: 5085.688477
	Iteration 30Q: 3 clusters Score -3157575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3157591.250000 Penalty: 5085.688477
	Iteration 31Q: 3 clusters Score -3157591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3157602.750000 Penalty: 5085.688477
	Iteration 32Q: 3 clusters Score -3157603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3157605.500000 Penalty: 5085.688477
	Iteration 33Q: 3 clusters Score -3157606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3157610.000000 Penalty: 5085.688477
	Iteration 34Q: 3 clusters Score -3157610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3157613.250000 Penalty: 5085.688477
	Iteration 35Q: 3 clusters Score -3157613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3157616.250000 Penalty: 5085.688477
	Iteration 36Q: 3 clusters Score -3157616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3157616.500000 Penalty: 5085.688477
	Iteration 37Q: 3 clusters Score -3157616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3157618.750000 Penalty: 5085.688477
	Iteration 38Q: 3 clusters Score -3157619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3157623.250000 Penalty: 5085.688477
	Iteration 39Q: 3 clusters Score -3157623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3157623.000000 Penalty: 5085.688477
	Iteration 40F: 3 clusters Score -3157623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3157623.000000 Penalty: 5085.688477
	Iteration 41Q: 3 clusters Score -3157623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3157627.750000 Penalty: 5085.688477
	Iteration 42Q: 3 clusters Score -3157628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3157625.000000 Penalty: 5085.688477
	Iteration 43Q: 3 clusters Score -3157625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3157630.750000 Penalty: 5085.688477
	Iteration 44Q: 3 clusters Score -3157631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3157637.000000 Penalty: 5085.688477
	Iteration 45Q: 3 clusters Score -3157637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3157639.000000 Penalty: 5085.688477
	Iteration 46Q: 3 clusters Score -3157639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3157643.250000 Penalty: 5085.688477
	Iteration 47Q: 3 clusters Score -3157643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3157639.750000 Penalty: 5085.688477
	Iteration 48Q: 3 clusters Score -3157640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3157645.250000 Penalty: 5085.688477
	Iteration 49Q: 3 clusters Score -3157645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3157645.500000 Penalty: 5085.688477
	Iteration 50Q: 3 clusters Score -3157646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3157648.250000 Penalty: 5085.688477
	Iteration 51Q: 3 clusters Score -3157648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3157651.250000 Penalty: 5085.688477
	Iteration 52Q: 3 clusters Score -3157651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3157652.000000 Penalty: 5085.688477
	Iteration 53Q: 3 clusters Score -3157652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3157652.000000 Penalty: 5085.688477
	Iteration 54F: 3 clusters Score -3157652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (81436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81436 members 
Entering Unmasked Estep 
Score: -10265125.000000 Penalty: 2804.277832
	Iteration 0F: 2 clusters Score -1.026512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -10210218.000000 Penalty: 5608.555664
	Iteration 0F: 3 clusters Score -1.021022e+07 nChanged 38403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -10232230.000000 Penalty: 5608.555664
	Iteration 1F: 3 clusters Score -1.023223e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -10233188.000000 Penalty: 5608.555664
	Iteration 2Q: 3 clusters Score -1.023319e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -10234203.000000 Penalty: 5608.555664
	Iteration 3Q: 3 clusters Score -1.02342e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -10235608.000000 Penalty: 5608.555664
	Iteration 4Q: 3 clusters Score -1.023561e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -10237355.000000 Penalty: 5608.555664
	Iteration 5Q: 3 clusters Score -1.023736e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -10239905.000000 Penalty: 5608.555664
	Iteration 6F: 3 clusters Score -1.02399e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -10243034.000000 Penalty: 5608.555664
	Iteration 7F: 3 clusters Score -1.024303e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -10246428.000000 Penalty: 5608.555664
	Iteration 8F: 3 clusters Score -1.024643e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -10249477.000000 Penalty: 5608.555664
	Iteration 9F: 3 clusters Score -1.024948e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -10251667.000000 Penalty: 5608.555664
	Iteration 10Q: 3 clusters Score -1.025167e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -10253110.000000 Penalty: 5608.555664
	Iteration 11Q: 3 clusters Score -1.025311e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -10254061.000000 Penalty: 5608.555664
	Iteration 12Q: 3 clusters Score -1.025406e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -10254717.000000 Penalty: 5608.555664
	Iteration 13Q: 3 clusters Score -1.025472e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 55839 members 
Entering Unmasked Estep 
Score: -10255318.000000 Penalty: 5608.555664
	Iteration 14Q: 3 clusters Score -1.025532e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -10255942.000000 Penalty: 5608.555664
	Iteration 15Q: 3 clusters Score -1.025594e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -10256557.000000 Penalty: 5608.555664
	Iteration 16Q: 3 clusters Score -1.025656e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 60471 members 
Entering Unmasked Estep 
Score: -10257177.000000 Penalty: 5608.555664
	Iteration 17Q: 3 clusters Score -1.025718e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 61928 members 
Entering Unmasked Estep 
Score: -10257686.000000 Penalty: 5608.555664
	Iteration 18Q: 3 clusters Score -1.025769e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -10258215.000000 Penalty: 5608.555664
	Iteration 19Q: 3 clusters Score -1.025822e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 64730 members 
Entering Unmasked Estep 
Score: -10258778.000000 Penalty: 5608.555664
	Iteration 20F: 3 clusters Score -1.025878e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 66030 members 
Entering Unmasked Estep 
Score: -10259318.000000 Penalty: 5608.555664
	Iteration 21Q: 3 clusters Score -1.025932e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 67286 members 
Entering Unmasked Estep 
Score: -10259874.000000 Penalty: 5608.555664
	Iteration 22Q: 3 clusters Score -1.025987e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 68466 members 
Entering Unmasked Estep 
Score: -10260279.000000 Penalty: 5608.555664
	Iteration 23Q: 3 clusters Score -1.026028e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 69589 members 
Entering Unmasked Estep 
Score: -10260699.000000 Penalty: 5608.555664
	Iteration 24Q: 3 clusters Score -1.02607e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 70661 members 
Entering Unmasked Estep 
Score: -10261075.000000 Penalty: 5608.555664
	Iteration 25Q: 3 clusters Score -1.026108e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 71658 members 
Entering Unmasked Estep 
Score: -10261474.000000 Penalty: 5608.555664
	Iteration 26Q: 3 clusters Score -1.026147e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 72532 members 
Entering Unmasked Estep 
Score: -10261793.000000 Penalty: 5608.555664
	Iteration 27Q: 3 clusters Score -1.026179e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 73329 members 
Entering Unmasked Estep 
Score: -10262135.000000 Penalty: 5608.555664
	Iteration 28Q: 3 clusters Score -1.026214e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 74002 members 
Entering Unmasked Estep 
Score: -10262342.000000 Penalty: 5608.555664
	Iteration 29Q: 3 clusters Score -1.026234e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 74585 members 
Entering Unmasked Estep 
Score: -10262564.000000 Penalty: 5608.555664
	Iteration 30Q: 3 clusters Score -1.026256e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 75092 members 
Entering Unmasked Estep 
Score: -10262661.000000 Penalty: 5608.555664
	Iteration 31Q: 3 clusters Score -1.026266e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 75540 members 
Entering Unmasked Estep 
Score: -10262793.000000 Penalty: 5608.555664
	Iteration 32Q: 3 clusters Score -1.026279e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 75906 members 
Entering Unmasked Estep 
Score: -10262904.000000 Penalty: 5608.555664
	Iteration 33Q: 3 clusters Score -1.02629e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 76232 members 
Entering Unmasked Estep 
Score: -10262990.000000 Penalty: 5608.555664
	Iteration 34Q: 3 clusters Score -1.026299e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -10263088.000000 Penalty: 5608.555664
	Iteration 35Q: 3 clusters Score -1.026309e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 76742 members 
Entering Unmasked Estep 
Score: -10263131.000000 Penalty: 5608.555664
	Iteration 36Q: 3 clusters Score -1.026313e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 76942 members 
Entering Unmasked Estep 
Score: -10263165.000000 Penalty: 5608.555664
	Iteration 37Q: 3 clusters Score -1.026316e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 77136 members 
Entering Unmasked Estep 
Score: -10263258.000000 Penalty: 5608.555664
	Iteration 38Q: 3 clusters Score -1.026326e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 77318 members 
Entering Unmasked Estep 
Score: -10263308.000000 Penalty: 5608.555664
	Iteration 39Q: 3 clusters Score -1.026331e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 77462 members 
Entering Unmasked Estep 
Score: -10263339.000000 Penalty: 5608.555664
	Iteration 40F: 3 clusters Score -1.026334e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 77592 members 
Entering Unmasked Estep 
Score: -10263368.000000 Penalty: 5608.555664
	Iteration 41Q: 3 clusters Score -1.026337e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 77722 members 
Entering Unmasked Estep 
Score: -10263360.000000 Penalty: 5608.555664
	Iteration 42Q: 3 clusters Score -1.026336e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 77812 members 
Entering Unmasked Estep 
Score: -10263394.000000 Penalty: 5608.555664
	Iteration 43Q: 3 clusters Score -1.026339e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 77899 members 
Entering Unmasked Estep 
Score: -10263404.000000 Penalty: 5608.555664
	Iteration 44Q: 3 clusters Score -1.02634e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -10263404.000000 Penalty: 5608.555664
	Iteration 45Q: 3 clusters Score -1.02634e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 78064 members 
Entering Unmasked Estep 
Score: -10263416.000000 Penalty: 5608.555664
	Iteration 46Q: 3 clusters Score -1.026342e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 78123 members 
Entering Unmasked Estep 
Score: -10263427.000000 Penalty: 5608.555664
	Iteration 47Q: 3 clusters Score -1.026343e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 78170 members 
Entering Unmasked Estep 
Score: -10263431.000000 Penalty: 5608.555664
	Iteration 48Q: 3 clusters Score -1.026343e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 78209 members 
Entering Unmasked Estep 
Score: -10263410.000000 Penalty: 5608.555664
	Iteration 49Q: 3 clusters Score -1.026341e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 78244 members 
Entering Unmasked Estep 
Score: -10263423.000000 Penalty: 5608.555664
	Iteration 50Q: 3 clusters Score -1.026342e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 78280 members 
Entering Unmasked Estep 
Score: -10263440.000000 Penalty: 5608.555664
	Iteration 51Q: 3 clusters Score -1.026344e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 78308 members 
Entering Unmasked Estep 
Score: -10263437.000000 Penalty: 5608.555664
	Iteration 52Q: 3 clusters Score -1.026344e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 78332 members 
Entering Unmasked Estep 
Score: -10263447.000000 Penalty: 5608.555664
	Iteration 53Q: 3 clusters Score -1.026345e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 78351 members 
Entering Unmasked Estep 
Score: -10263432.000000 Penalty: 5608.555664
	Iteration 54Q: 3 clusters Score -1.026343e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 78366 members 
Entering Unmasked Estep 
Score: -10263440.000000 Penalty: 5608.555664
	Iteration 55Q: 3 clusters Score -1.026344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 78377 members 
Entering Unmasked Estep 
Score: -10263454.000000 Penalty: 5608.555664
	Iteration 56Q: 3 clusters Score -1.026345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 78386 members 
Entering Unmasked Estep 
Score: -10263454.000000 Penalty: 5608.555664
	Iteration 57Q: 3 clusters Score -1.026345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 78393 members 
Entering Unmasked Estep 
Score: -10263454.000000 Penalty: 5608.555664
	Iteration 58Q: 3 clusters Score -1.026345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 78402 members 
Entering Unmasked Estep 
Score: -10263449.000000 Penalty: 5608.555664
	Iteration 59Q: 3 clusters Score -1.026345e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 78413 members 
Entering Unmasked Estep 
Score: -10263460.000000 Penalty: 5608.555664
	Iteration 60F: 3 clusters Score -1.026346e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 78425 members 
Entering Unmasked Estep 
Score: -10263451.000000 Penalty: 5608.555664
	Iteration 61Q: 3 clusters Score -1.026345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 78430 members 
Entering Unmasked Estep 
Score: -10263455.000000 Penalty: 5608.555664
	Iteration 62Q: 3 clusters Score -1.026346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 78438 members 
Entering Unmasked Estep 
Score: -10263466.000000 Penalty: 5608.555664
	Iteration 63Q: 3 clusters Score -1.026347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 78445 members 
Entering Unmasked Estep 
Score: -10263464.000000 Penalty: 5608.555664
	Iteration 64Q: 3 clusters Score -1.026346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 78450 members 
Entering Unmasked Estep 
Score: -10263466.000000 Penalty: 5608.555664
	Iteration 65Q: 3 clusters Score -1.026347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 78453 members 
Entering Unmasked Estep 
Score: -10263466.000000 Penalty: 5608.555664
	Iteration 66Q: 3 clusters Score -1.026347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 78455 members 
Entering Unmasked Estep 
Score: -10263462.000000 Penalty: 5608.555664
	Iteration 67Q: 3 clusters Score -1.026346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 78456 members 
Entering Unmasked Estep 
Score: -10263463.000000 Penalty: 5608.555664
	Iteration 68Q: 3 clusters Score -1.026346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 78459 members 
Entering Unmasked Estep 
Score: -10263481.000000 Penalty: 5608.555664
	Iteration 69Q: 3 clusters Score -1.026348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 78461 members 
Entering Unmasked Estep 
Score: -10263477.000000 Penalty: 5608.555664
	Iteration 70Q: 3 clusters Score -1.026348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 78462 members 
Entering Unmasked Estep 
Score: -10263470.000000 Penalty: 5608.555664
	Iteration 71Q: 3 clusters Score -1.026347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 78462 members 
Entering Unmasked Estep 
Score: -10263470.000000 Penalty: 5608.555664
	Iteration 72F: 3 clusters Score -1.026347e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Entering Unmasked Estep 
Score: -214455.421875 Penalty: 1871.780396
	Iteration 0F: 2 clusters Score -214455.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -211876.781250 Penalty: 3743.560791
	Iteration 0F: 3 clusters Score -211876.8 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -212502.625000 Penalty: 3743.560791
	Iteration 1F: 3 clusters Score -212502.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -212853.156250 Penalty: 3743.560791
	Iteration 2F: 3 clusters Score -212853.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -213268.765625 Penalty: 3743.560791
	Iteration 3F: 3 clusters Score -213268.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -213778.125000 Penalty: 3743.560791
	Iteration 4F: 3 clusters Score -213778.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -214312.343750 Penalty: 3743.560791
	Iteration 5F: 3 clusters Score -214312.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -214543.281250 Penalty: 3743.560791
	Iteration 6F: 3 clusters Score -214543.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -214668.500000 Penalty: 3743.560791
	Iteration 7Q: 3 clusters Score -214668.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -214793.312500 Penalty: 3743.560791
	Iteration 8Q: 3 clusters Score -214793.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -214871.546875 Penalty: 3743.560791
	Iteration 9Q: 3 clusters Score -214871.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -214900.484375 Penalty: 3743.560791
	Iteration 10Q: 3 clusters Score -214900.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -214911.578125 Penalty: 3743.560791
	Iteration 11Q: 3 clusters Score -214911.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -214919.828125 Penalty: 3743.560791
	Iteration 12Q: 3 clusters Score -214919.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -214930.078125 Penalty: 3743.560791
	Iteration 13Q: 3 clusters Score -214930.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -214938.484375 Penalty: 3743.560791
	Iteration 14Q: 3 clusters Score -214938.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -214945.093750 Penalty: 3743.560791
	Iteration 15Q: 3 clusters Score -214945.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -214954.406250 Penalty: 3743.560791
	Iteration 16Q: 3 clusters Score -214954.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -214964.562500 Penalty: 3743.560791
	Iteration 17Q: 3 clusters Score -214964.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -214970.781250 Penalty: 3743.560791
	Iteration 18Q: 3 clusters Score -214970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -214973.078125 Penalty: 3743.560791
	Iteration 19Q: 3 clusters Score -214973.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -214974.234375 Penalty: 3743.560791
	Iteration 20F: 3 clusters Score -214974.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 77875 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10529 members 
Mstep: Class 8 contains 17392 members 
Mstep: Class 9 contains 248908 members 
Mstep: Class 10 contains 4243 members 
Mstep: Class 11 contains 10462 members 
Mstep: Class 12 contains 57378 members 
Mstep: Class 13 contains 20267 members 
Mstep: Class 14 contains 22583 members 
Mstep: Class 15 contains 28379 members 
Mstep: Class 16 contains 81436 members 
Mstep: Class 17 contains 1098 members 
Mstep: Class 18 contains 112769 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 184627 members 
Mstep: Class 21 contains 20366 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 8957 members 
Mstep: Class 24 contains 39230 members 
Mstep: Class 25 contains 282791 members 
Mstep: Class 26 contains 14721 members 
Mstep: Class 27 contains 798 members 
Entering Unmasked Estep 
Score: -154621232.000000 Penalty: 94130.875000
Splitting cluster 17 changes total score from -154622032.000000 to -154621232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (112769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112769 members 
Entering Unmasked Estep 
Score: -14166996.000000 Penalty: 2885.008057
	Iteration 0F: 2 clusters Score -1.4167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 56272 members 
Entering Unmasked Estep 
Score: -14091401.000000 Penalty: 5770.016113
	Iteration 0F: 3 clusters Score -1.40914e+07 nChanged 53595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58024 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -14122388.000000 Penalty: 5770.016113
	Iteration 1F: 3 clusters Score -1.412239e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -14123098.000000 Penalty: 5770.016113
	Iteration 2Q: 3 clusters Score -1.41231e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -14123800.000000 Penalty: 5770.016113
	Iteration 3Q: 3 clusters Score -1.41238e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62833 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -14124860.000000 Penalty: 5770.016113
	Iteration 4Q: 3 clusters Score -1.412486e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66312 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -14126465.000000 Penalty: 5770.016113
	Iteration 5Q: 3 clusters Score -1.412646e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71441 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -14129298.000000 Penalty: 5770.016113
	Iteration 6F: 3 clusters Score -1.41293e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78638 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -14134286.000000 Penalty: 5770.016113
	Iteration 7F: 3 clusters Score -1.413429e+07 nChanged 9285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -14142015.000000 Penalty: 5770.016113
	Iteration 8F: 3 clusters Score -1.414202e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96653 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -14150845.000000 Penalty: 5770.016113
	Iteration 9F: 3 clusters Score -1.415084e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103715 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -14158058.000000 Penalty: 5770.016113
	Iteration 10F: 3 clusters Score -1.415806e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107478 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -14161856.000000 Penalty: 5770.016113
	Iteration 11Q: 3 clusters Score -1.416186e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109061 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -14163628.000000 Penalty: 5770.016113
	Iteration 12Q: 3 clusters Score -1.416363e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109660 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -14164370.000000 Penalty: 5770.016113
	Iteration 13Q: 3 clusters Score -1.416437e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109869 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -14164853.000000 Penalty: 5770.016113
	Iteration 14Q: 3 clusters Score -1.416485e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109940 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -14165085.000000 Penalty: 5770.016113
	Iteration 15Q: 3 clusters Score -1.416508e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109965 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -14165178.000000 Penalty: 5770.016113
	Iteration 16Q: 3 clusters Score -1.416518e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109973 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -14165263.000000 Penalty: 5770.016113
	Iteration 17Q: 3 clusters Score -1.416526e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109993 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -14165291.000000 Penalty: 5770.016113
	Iteration 18Q: 3 clusters Score -1.416529e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109992 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -14165305.000000 Penalty: 5770.016113
	Iteration 19Q: 3 clusters Score -1.41653e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110003 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -14165304.000000 Penalty: 5770.016113
	Iteration 20F: 3 clusters Score -1.41653e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110019 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -14165318.000000 Penalty: 5770.016113
	Iteration 21Q: 3 clusters Score -1.416532e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110024 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -14165310.000000 Penalty: 5770.016113
	Iteration 22Q: 3 clusters Score -1.416531e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110033 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -14165327.000000 Penalty: 5770.016113
	Iteration 23Q: 3 clusters Score -1.416533e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110043 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -14165338.000000 Penalty: 5770.016113
	Iteration 24Q: 3 clusters Score -1.416534e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110047 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -14165326.000000 Penalty: 5770.016113
	Iteration 25Q: 3 clusters Score -1.416533e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110051 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -14165322.000000 Penalty: 5770.016113
	Iteration 26Q: 3 clusters Score -1.416532e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110057 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -14165344.000000 Penalty: 5770.016113
	Iteration 27Q: 3 clusters Score -1.416534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110057 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -14165329.000000 Penalty: 5770.016113
	Iteration 28Q: 3 clusters Score -1.416533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110060 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -14165348.000000 Penalty: 5770.016113
	Iteration 29Q: 3 clusters Score -1.416535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110060 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -14165339.000000 Penalty: 5770.016113
	Iteration 30Q: 3 clusters Score -1.416534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110060 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -14165340.000000 Penalty: 5770.016113
	Iteration 31Q: 3 clusters Score -1.416534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110060 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -14165343.000000 Penalty: 5770.016113
	Iteration 32Q: 3 clusters Score -1.416534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110061 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -14165342.000000 Penalty: 5770.016113
	Iteration 33Q: 3 clusters Score -1.416534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110062 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -14165339.000000 Penalty: 5770.016113
	Iteration 34Q: 3 clusters Score -1.416534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110062 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -14165337.000000 Penalty: 5770.016113
	Iteration 35Q: 3 clusters Score -1.416534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110062 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -14165328.000000 Penalty: 5770.016113
	Iteration 36Q: 3 clusters Score -1.416533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110061 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -14165325.000000 Penalty: 5770.016113
	Iteration 37Q: 3 clusters Score -1.416532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110063 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -14165315.000000 Penalty: 5770.016113
	Iteration 38Q: 3 clusters Score -1.416532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110063 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -14165323.000000 Penalty: 5770.016113
	Iteration 39Q: 3 clusters Score -1.416532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110063 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -14165323.000000 Penalty: 5770.016113
	Iteration 40F: 3 clusters Score -1.416532e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Entering Unmasked Estep 
Score: -377593.968750 Penalty: 2048.858398
	Iteration 0F: 2 clusters Score -377594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -373865.718750 Penalty: 4097.716797
	Iteration 0F: 3 clusters Score -373865.7 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -374911.218750 Penalty: 4097.716797
	Iteration 1F: 3 clusters Score -374911.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -375359.468750 Penalty: 4097.716797
	Iteration 2F: 3 clusters Score -375359.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -375749.937500 Penalty: 4097.716797
	Iteration 3F: 3 clusters Score -375749.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -376060.281250 Penalty: 4097.716797
	Iteration 4F: 3 clusters Score -376060.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -376243.406250 Penalty: 4097.716797
	Iteration 5F: 3 clusters Score -376243.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -376380.562500 Penalty: 4097.716797
	Iteration 6Q: 3 clusters Score -376380.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -376481.312500 Penalty: 4097.716797
	Iteration 7Q: 3 clusters Score -376481.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -376553.656250 Penalty: 4097.716797
	Iteration 8Q: 3 clusters Score -376553.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -376616.937500 Penalty: 4097.716797
	Iteration 9Q: 3 clusters Score -376616.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -376683.062500 Penalty: 4097.716797
	Iteration 10Q: 3 clusters Score -376683.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -376739.000000 Penalty: 4097.716797
	Iteration 11Q: 3 clusters Score -376739 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -376786.781250 Penalty: 4097.716797
	Iteration 12Q: 3 clusters Score -376786.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -376822.562500 Penalty: 4097.716797
	Iteration 13Q: 3 clusters Score -376822.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -376851.343750 Penalty: 4097.716797
	Iteration 14Q: 3 clusters Score -376851.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -376872.031250 Penalty: 4097.716797
	Iteration 15Q: 3 clusters Score -376872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -376883.656250 Penalty: 4097.716797
	Iteration 16Q: 3 clusters Score -376883.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -376892.406250 Penalty: 4097.716797
	Iteration 17Q: 3 clusters Score -376892.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -376896.937500 Penalty: 4097.716797
	Iteration 18Q: 3 clusters Score -376896.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -376901.156250 Penalty: 4097.716797
	Iteration 19Q: 3 clusters Score -376901.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -376906.906250 Penalty: 4097.716797
	Iteration 20F: 3 clusters Score -376906.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -376911.000000 Penalty: 4097.716797
	Iteration 21Q: 3 clusters Score -376911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -376912.812500 Penalty: 4097.716797
	Iteration 22Q: 3 clusters Score -376912.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -376918.062500 Penalty: 4097.716797
	Iteration 23Q: 3 clusters Score -376918.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -376925.218750 Penalty: 4097.716797
	Iteration 24Q: 3 clusters Score -376925.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -376929.312500 Penalty: 4097.716797
	Iteration 25Q: 3 clusters Score -376929.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -376932.562500 Penalty: 4097.716797
	Iteration 26Q: 3 clusters Score -376932.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -376933.093750 Penalty: 4097.716797
	Iteration 27Q: 3 clusters Score -376933.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -376932.937500 Penalty: 4097.716797
	Iteration 28Q: 3 clusters Score -376932.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -376934.625000 Penalty: 4097.716797
	Iteration 29Q: 3 clusters Score -376934.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -376934.406250 Penalty: 4097.716797
	Iteration 30Q: 3 clusters Score -376934.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -376935.031250 Penalty: 4097.716797
	Iteration 31Q: 3 clusters Score -376935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -376935.031250 Penalty: 4097.716797
	Iteration 32F: 3 clusters Score -376935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (184627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184627 members 
Entering Unmasked Estep 
Score: -23111104.000000 Penalty: 3007.270996
	Iteration 0F: 2 clusters Score -2.31111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92603 members 
Mstep: Class 2 contains 92024 members 
Entering Unmasked Estep 
Score: -22990038.000000 Penalty: 6014.541992
	Iteration 0F: 3 clusters Score -2.299004e+07 nChanged 88574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100501 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -23042212.000000 Penalty: 6014.541992
	Iteration 1F: 3 clusters Score -2.304221e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105303 members 
Mstep: Class 2 contains 79324 members 
Entering Unmasked Estep 
Score: -23044360.000000 Penalty: 6014.541992
	Iteration 2Q: 3 clusters Score -2.304436e+07 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112527 members 
Mstep: Class 2 contains 72100 members 
Entering Unmasked Estep 
Score: -23047842.000000 Penalty: 6014.541992
	Iteration 3Q: 3 clusters Score -2.304784e+07 nChanged 11173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122904 members 
Mstep: Class 2 contains 61723 members 
Entering Unmasked Estep 
Score: -23054228.000000 Penalty: 6014.541992
	Iteration 4F: 3 clusters Score -2.305423e+07 nChanged 14325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136861 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -23064914.000000 Penalty: 6014.541992
	Iteration 5F: 3 clusters Score -2.306491e+07 nChanged 16506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153241 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -23080012.000000 Penalty: 6014.541992
	Iteration 6F: 3 clusters Score -2.308001e+07 nChanged 15192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168391 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -23094972.000000 Penalty: 6014.541992
	Iteration 7F: 3 clusters Score -2.309497e+07 nChanged 9670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178041 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -23103928.000000 Penalty: 6014.541992
	Iteration 8F: 3 clusters Score -2.310393e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182104 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -23107240.000000 Penalty: 6014.541992
	Iteration 9Q: 3 clusters Score -2.310724e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183431 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -23108246.000000 Penalty: 6014.541992
	Iteration 10Q: 3 clusters Score -2.310825e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183861 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -23108668.000000 Penalty: 6014.541992
	Iteration 11Q: 3 clusters Score -2.310867e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183993 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -23108760.000000 Penalty: 6014.541992
	Iteration 12Q: 3 clusters Score -2.310876e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184023 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -23108824.000000 Penalty: 6014.541992
	Iteration 13Q: 3 clusters Score -2.310882e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184036 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -23108884.000000 Penalty: 6014.541992
	Iteration 14Q: 3 clusters Score -2.310888e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184053 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -23108920.000000 Penalty: 6014.541992
	Iteration 15Q: 3 clusters Score -2.310892e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184055 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -23108902.000000 Penalty: 6014.541992
	Iteration 16Q: 3 clusters Score -2.31089e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184057 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -23108924.000000 Penalty: 6014.541992
	Iteration 17Q: 3 clusters Score -2.310892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184054 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -23108944.000000 Penalty: 6014.541992
	Iteration 18Q: 3 clusters Score -2.310894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184056 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -23108960.000000 Penalty: 6014.541992
	Iteration 19Q: 3 clusters Score -2.310896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184055 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -23108980.000000 Penalty: 6014.541992
	Iteration 20F: 3 clusters Score -2.310898e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184054 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -23108998.000000 Penalty: 6014.541992
	Iteration 21Q: 3 clusters Score -2.3109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184055 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -23108988.000000 Penalty: 6014.541992
	Iteration 22Q: 3 clusters Score -2.310899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184054 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -23109014.000000 Penalty: 6014.541992
	Iteration 23Q: 3 clusters Score -2.310901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184055 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -23109014.000000 Penalty: 6014.541992
	Iteration 24Q: 3 clusters Score -2.310901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184061 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -23109012.000000 Penalty: 6014.541992
	Iteration 25Q: 3 clusters Score -2.310901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184061 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -23109002.000000 Penalty: 6014.541992
	Iteration 26Q: 3 clusters Score -2.3109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184061 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -23109004.000000 Penalty: 6014.541992
	Iteration 27Q: 3 clusters Score -2.3109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184061 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -23109004.000000 Penalty: 6014.541992
	Iteration 28F: 3 clusters Score -2.3109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Entering Unmasked Estep 
Score: -2553718.500000 Penalty: 2460.562256
	Iteration 0F: 2 clusters Score -2553718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2539371.750000 Penalty: 4921.124512
	Iteration 0F: 3 clusters Score -2539372 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2544129.750000 Penalty: 4921.124512
	Iteration 1F: 3 clusters Score -2544130 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2544563.000000 Penalty: 4921.124512
	Iteration 2F: 3 clusters Score -2544563 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2544984.250000 Penalty: 4921.124512
	Iteration 3F: 3 clusters Score -2544984 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2545461.750000 Penalty: 4921.124512
	Iteration 4Q: 3 clusters Score -2545462 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2545981.250000 Penalty: 4921.124512
	Iteration 5F: 3 clusters Score -2545981 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2546684.250000 Penalty: 4921.124512
	Iteration 6F: 3 clusters Score -2546684 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2547487.250000 Penalty: 4921.124512
	Iteration 7F: 3 clusters Score -2547487 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2548345.500000 Penalty: 4921.124512
	Iteration 8F: 3 clusters Score -2548346 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2549148.750000 Penalty: 4921.124512
	Iteration 9F: 3 clusters Score -2549149 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2549829.750000 Penalty: 4921.124512
	Iteration 10Q: 3 clusters Score -2549830 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2550360.000000 Penalty: 4921.124512
	Iteration 11Q: 3 clusters Score -2550360 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2550749.250000 Penalty: 4921.124512
	Iteration 12Q: 3 clusters Score -2550749 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2550968.750000 Penalty: 4921.124512
	Iteration 13Q: 3 clusters Score -2550969 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2551110.000000 Penalty: 4921.124512
	Iteration 14Q: 3 clusters Score -2551110 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2551220.250000 Penalty: 4921.124512
	Iteration 15Q: 3 clusters Score -2551220 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2551272.750000 Penalty: 4921.124512
	Iteration 16Q: 3 clusters Score -2551273 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2551331.500000 Penalty: 4921.124512
	Iteration 17Q: 3 clusters Score -2551332 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2551383.250000 Penalty: 4921.124512
	Iteration 18Q: 3 clusters Score -2551383 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2551430.750000 Penalty: 4921.124512
	Iteration 19Q: 3 clusters Score -2551431 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2551456.750000 Penalty: 4921.124512
	Iteration 20F: 3 clusters Score -2551457 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2551486.250000 Penalty: 4921.124512
	Iteration 21Q: 3 clusters Score -2551486 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2551513.500000 Penalty: 4921.124512
	Iteration 22Q: 3 clusters Score -2551514 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2551532.750000 Penalty: 4921.124512
	Iteration 23Q: 3 clusters Score -2551533 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2551547.500000 Penalty: 4921.124512
	Iteration 24Q: 3 clusters Score -2551548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2551557.250000 Penalty: 4921.124512
	Iteration 25Q: 3 clusters Score -2551557 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2551560.500000 Penalty: 4921.124512
	Iteration 26Q: 3 clusters Score -2551560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2551564.000000 Penalty: 4921.124512
	Iteration 27Q: 3 clusters Score -2551564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2551573.500000 Penalty: 4921.124512
	Iteration 28Q: 3 clusters Score -2551574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2551577.750000 Penalty: 4921.124512
	Iteration 29Q: 3 clusters Score -2551578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2551574.500000 Penalty: 4921.124512
	Iteration 30Q: 3 clusters Score -2551574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -2551575.250000 Penalty: 4921.124512
	Iteration 31Q: 3 clusters Score -2551575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2551586.500000 Penalty: 4921.124512
	Iteration 32Q: 3 clusters Score -2551586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2551589.000000 Penalty: 4921.124512
	Iteration 33Q: 3 clusters Score -2551589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2551597.750000 Penalty: 4921.124512
	Iteration 34Q: 3 clusters Score -2551598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2551600.000000 Penalty: 4921.124512
	Iteration 35Q: 3 clusters Score -2551600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -2551602.750000 Penalty: 4921.124512
	Iteration 36Q: 3 clusters Score -2551603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2551599.500000 Penalty: 4921.124512
	Iteration 37Q: 3 clusters Score -2551600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2551601.000000 Penalty: 4921.124512
	Iteration 38Q: 3 clusters Score -2551601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2551602.250000 Penalty: 4921.124512
	Iteration 39Q: 3 clusters Score -2551602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2551604.000000 Penalty: 4921.124512
	Iteration 40F: 3 clusters Score -2551604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2551607.000000 Penalty: 4921.124512
	Iteration 41Q: 3 clusters Score -2551607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2551605.250000 Penalty: 4921.124512
	Iteration 42Q: 3 clusters Score -2551605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2551608.500000 Penalty: 4921.124512
	Iteration 43Q: 3 clusters Score -2551608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2551615.500000 Penalty: 4921.124512
	Iteration 44Q: 3 clusters Score -2551616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2551624.250000 Penalty: 4921.124512
	Iteration 45Q: 3 clusters Score -2551624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2551631.750000 Penalty: 4921.124512
	Iteration 46Q: 3 clusters Score -2551632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2551633.500000 Penalty: 4921.124512
	Iteration 47Q: 3 clusters Score -2551634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2551635.500000 Penalty: 4921.124512
	Iteration 48Q: 3 clusters Score -2551636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2551634.750000 Penalty: 4921.124512
	Iteration 49Q: 3 clusters Score -2551635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2551641.250000 Penalty: 4921.124512
	Iteration 50Q: 3 clusters Score -2551641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2551653.750000 Penalty: 4921.124512
	Iteration 51Q: 3 clusters Score -2551654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2551653.250000 Penalty: 4921.124512
	Iteration 52Q: 3 clusters Score -2551653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2551657.750000 Penalty: 4921.124512
	Iteration 53Q: 3 clusters Score -2551658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2551663.000000 Penalty: 4921.124512
	Iteration 54Q: 3 clusters Score -2551663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2551665.500000 Penalty: 4921.124512
	Iteration 55Q: 3 clusters Score -2551666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -2551666.750000 Penalty: 4921.124512
	Iteration 56Q: 3 clusters Score -2551667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -2551670.500000 Penalty: 4921.124512
	Iteration 57Q: 3 clusters Score -2551670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2551670.250000 Penalty: 4921.124512
	Iteration 58Q: 3 clusters Score -2551670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2551672.500000 Penalty: 4921.124512
	Iteration 59Q: 3 clusters Score -2551672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -2551675.250000 Penalty: 4921.124512
	Iteration 60F: 3 clusters Score -2551675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2551673.500000 Penalty: 4921.124512
	Iteration 61Q: 3 clusters Score -2551674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2551670.750000 Penalty: 4921.124512
	Iteration 62Q: 3 clusters Score -2551671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2551674.500000 Penalty: 4921.124512
	Iteration 63Q: 3 clusters Score -2551674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2551674.250000 Penalty: 4921.124512
	Iteration 64Q: 3 clusters Score -2551674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2551671.750000 Penalty: 4921.124512
	Iteration 65Q: 3 clusters Score -2551672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2551673.000000 Penalty: 4921.124512
	Iteration 66Q: 3 clusters Score -2551673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2551671.500000 Penalty: 4921.124512
	Iteration 67Q: 3 clusters Score -2551672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2551671.500000 Penalty: 4921.124512
	Iteration 68Q: 3 clusters Score -2551672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2551675.500000 Penalty: 4921.124512
	Iteration 69Q: 3 clusters Score -2551676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2551673.500000 Penalty: 4921.124512
	Iteration 70Q: 3 clusters Score -2551674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2551676.250000 Penalty: 4921.124512
	Iteration 71Q: 3 clusters Score -2551676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2551678.500000 Penalty: 4921.124512
	Iteration 72Q: 3 clusters Score -2551678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2551678.500000 Penalty: 4921.124512
	Iteration 73Q: 3 clusters Score -2551678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2551678.500000 Penalty: 4921.124512
	Iteration 74F: 3 clusters Score -2551678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Entering Unmasked Estep 
Score: -281882.875000 Penalty: 1953.406372
	Iteration 0F: 2 clusters Score -281882.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -278881.093750 Penalty: 3906.812744
	Iteration 0F: 3 clusters Score -278881.1 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -279481.468750 Penalty: 3906.812744
	Iteration 1F: 3 clusters Score -279481.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -279644.281250 Penalty: 3906.812744
	Iteration 2F: 3 clusters Score -279644.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -279750.000000 Penalty: 3906.812744
	Iteration 3Q: 3 clusters Score -279750 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -279826.125000 Penalty: 3906.812744
	Iteration 4Q: 3 clusters Score -279826.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -279881.500000 Penalty: 3906.812744
	Iteration 5Q: 3 clusters Score -279881.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -279919.437500 Penalty: 3906.812744
	Iteration 6Q: 3 clusters Score -279919.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -279954.500000 Penalty: 3906.812744
	Iteration 7Q: 3 clusters Score -279954.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -279990.812500 Penalty: 3906.812744
	Iteration 8Q: 3 clusters Score -279990.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -280024.531250 Penalty: 3906.812744
	Iteration 9Q: 3 clusters Score -280024.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -280051.906250 Penalty: 3906.812744
	Iteration 10Q: 3 clusters Score -280051.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -280081.156250 Penalty: 3906.812744
	Iteration 11Q: 3 clusters Score -280081.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -280125.406250 Penalty: 3906.812744
	Iteration 12Q: 3 clusters Score -280125.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -280164.718750 Penalty: 3906.812744
	Iteration 13Q: 3 clusters Score -280164.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -280186.125000 Penalty: 3906.812744
	Iteration 14Q: 3 clusters Score -280186.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -280206.093750 Penalty: 3906.812744
	Iteration 15Q: 3 clusters Score -280206.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -280225.187500 Penalty: 3906.812744
	Iteration 16Q: 3 clusters Score -280225.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -280240.062500 Penalty: 3906.812744
	Iteration 17Q: 3 clusters Score -280240.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -280262.156250 Penalty: 3906.812744
	Iteration 18Q: 3 clusters Score -280262.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -280277.062500 Penalty: 3906.812744
	Iteration 19Q: 3 clusters Score -280277.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -280284.781250 Penalty: 3906.812744
	Iteration 20F: 3 clusters Score -280284.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -280288.312500 Penalty: 3906.812744
	Iteration 21Q: 3 clusters Score -280288.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -280292.218750 Penalty: 3906.812744
	Iteration 22Q: 3 clusters Score -280292.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -280296.687500 Penalty: 3906.812744
	Iteration 23Q: 3 clusters Score -280296.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -280304.937500 Penalty: 3906.812744
	Iteration 24Q: 3 clusters Score -280304.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -280313.812500 Penalty: 3906.812744
	Iteration 25Q: 3 clusters Score -280313.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -280319.906250 Penalty: 3906.812744
	Iteration 26Q: 3 clusters Score -280319.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -280325.656250 Penalty: 3906.812744
	Iteration 27Q: 3 clusters Score -280325.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -280326.968750 Penalty: 3906.812744
	Iteration 28Q: 3 clusters Score -280327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -280327.437500 Penalty: 3906.812744
	Iteration 29Q: 3 clusters Score -280327.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -280327.437500 Penalty: 3906.812744
	Iteration 30F: 3 clusters Score -280327.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Entering Unmasked Estep 
Score: -1057009.500000 Penalty: 2256.847168
	Iteration 0F: 2 clusters Score -1057010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1050041.625000 Penalty: 4513.694336
	Iteration 0F: 3 clusters Score -1050042 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1052418.750000 Penalty: 4513.694336
	Iteration 1F: 3 clusters Score -1052419 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1053230.250000 Penalty: 4513.694336
	Iteration 2F: 3 clusters Score -1053230 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1054002.875000 Penalty: 4513.694336
	Iteration 3F: 3 clusters Score -1054003 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1054616.750000 Penalty: 4513.694336
	Iteration 4F: 3 clusters Score -1054617 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1055097.250000 Penalty: 4513.694336
	Iteration 5F: 3 clusters Score -1055097 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1055431.125000 Penalty: 4513.694336
	Iteration 6F: 3 clusters Score -1055431 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1055652.000000 Penalty: 4513.694336
	Iteration 7Q: 3 clusters Score -1055652 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1055799.875000 Penalty: 4513.694336
	Iteration 8Q: 3 clusters Score -1055800 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1055908.000000 Penalty: 4513.694336
	Iteration 9Q: 3 clusters Score -1055908 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1055994.500000 Penalty: 4513.694336
	Iteration 10Q: 3 clusters Score -1055994 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1056056.250000 Penalty: 4513.694336
	Iteration 11Q: 3 clusters Score -1056056 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1056091.625000 Penalty: 4513.694336
	Iteration 12Q: 3 clusters Score -1056092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1056108.625000 Penalty: 4513.694336
	Iteration 13Q: 3 clusters Score -1056109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1056122.250000 Penalty: 4513.694336
	Iteration 14Q: 3 clusters Score -1056122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1056122.500000 Penalty: 4513.694336
	Iteration 15Q: 3 clusters Score -1056122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1056127.750000 Penalty: 4513.694336
	Iteration 16Q: 3 clusters Score -1056128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1056130.000000 Penalty: 4513.694336
	Iteration 17Q: 3 clusters Score -1056130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1056131.250000 Penalty: 4513.694336
	Iteration 18Q: 3 clusters Score -1056131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1056131.250000 Penalty: 4513.694336
	Iteration 19F: 3 clusters Score -1056131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Entering Unmasked Estep 
Score: -4765367.000000 Penalty: 2623.144775
	Iteration 0F: 2 clusters Score -4765367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -4738964.000000 Penalty: 5246.289551
	Iteration 0F: 3 clusters Score -4738964 nChanged 17865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -4748596.000000 Penalty: 5246.289551
	Iteration 1F: 3 clusters Score -4748596 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -4749152.500000 Penalty: 5246.289551
	Iteration 2Q: 3 clusters Score -4749152 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -4749750.000000 Penalty: 5246.289551
	Iteration 3Q: 3 clusters Score -4749750 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -4750397.500000 Penalty: 5246.289551
	Iteration 4Q: 3 clusters Score -4750398 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -4751146.000000 Penalty: 5246.289551
	Iteration 5Q: 3 clusters Score -4751146 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -4752045.000000 Penalty: 5246.289551
	Iteration 6Q: 3 clusters Score -4752045 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -4753027.000000 Penalty: 5246.289551
	Iteration 7Q: 3 clusters Score -4753027 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -4754032.000000 Penalty: 5246.289551
	Iteration 8Q: 3 clusters Score -4754032 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -4755066.000000 Penalty: 5246.289551
	Iteration 9Q: 3 clusters Score -4755066 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -4756054.500000 Penalty: 5246.289551
	Iteration 10Q: 3 clusters Score -4756054 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -4757070.000000 Penalty: 5246.289551
	Iteration 11Q: 3 clusters Score -4757070 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -4757960.500000 Penalty: 5246.289551
	Iteration 12Q: 3 clusters Score -4757960 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -4758650.500000 Penalty: 5246.289551
	Iteration 13Q: 3 clusters Score -4758650 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -4759145.000000 Penalty: 5246.289551
	Iteration 14Q: 3 clusters Score -4759145 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -4759483.500000 Penalty: 5246.289551
	Iteration 15Q: 3 clusters Score -4759484 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -4759730.000000 Penalty: 5246.289551
	Iteration 16Q: 3 clusters Score -4759730 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -4759940.000000 Penalty: 5246.289551
	Iteration 17Q: 3 clusters Score -4759940 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -4760142.500000 Penalty: 5246.289551
	Iteration 18Q: 3 clusters Score -4760142 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -4760313.000000 Penalty: 5246.289551
	Iteration 19Q: 3 clusters Score -4760313 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -4760533.000000 Penalty: 5246.289551
	Iteration 20F: 3 clusters Score -4760533 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -4760727.500000 Penalty: 5246.289551
	Iteration 21Q: 3 clusters Score -4760728 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -4760887.000000 Penalty: 5246.289551
	Iteration 22Q: 3 clusters Score -4760887 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -4761076.000000 Penalty: 5246.289551
	Iteration 23Q: 3 clusters Score -4761076 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -4761276.000000 Penalty: 5246.289551
	Iteration 24Q: 3 clusters Score -4761276 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -4761520.000000 Penalty: 5246.289551
	Iteration 25Q: 3 clusters Score -4761520 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -4761721.500000 Penalty: 5246.289551
	Iteration 26Q: 3 clusters Score -4761722 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -4761902.000000 Penalty: 5246.289551
	Iteration 27Q: 3 clusters Score -4761902 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -4762081.500000 Penalty: 5246.289551
	Iteration 28Q: 3 clusters Score -4762082 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -4762240.500000 Penalty: 5246.289551
	Iteration 29Q: 3 clusters Score -4762240 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -4762405.000000 Penalty: 5246.289551
	Iteration 30Q: 3 clusters Score -4762405 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -4762518.500000 Penalty: 5246.289551
	Iteration 31Q: 3 clusters Score -4762518 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -4762616.000000 Penalty: 5246.289551
	Iteration 32Q: 3 clusters Score -4762616 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -4762714.000000 Penalty: 5246.289551
	Iteration 33Q: 3 clusters Score -4762714 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -4762800.500000 Penalty: 5246.289551
	Iteration 34Q: 3 clusters Score -4762800 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -4762870.500000 Penalty: 5246.289551
	Iteration 35Q: 3 clusters Score -4762870 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -4762941.500000 Penalty: 5246.289551
	Iteration 36Q: 3 clusters Score -4762942 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -4762987.500000 Penalty: 5246.289551
	Iteration 37Q: 3 clusters Score -4762988 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -4763008.000000 Penalty: 5246.289551
	Iteration 38Q: 3 clusters Score -4763008 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -4763033.500000 Penalty: 5246.289551
	Iteration 39Q: 3 clusters Score -4763034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -4763041.500000 Penalty: 5246.289551
	Iteration 40F: 3 clusters Score -4763042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -4763062.500000 Penalty: 5246.289551
	Iteration 41Q: 3 clusters Score -4763062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -4763079.000000 Penalty: 5246.289551
	Iteration 42Q: 3 clusters Score -4763079 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -4763096.000000 Penalty: 5246.289551
	Iteration 43Q: 3 clusters Score -4763096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -4763103.000000 Penalty: 5246.289551
	Iteration 44Q: 3 clusters Score -4763103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -4763114.000000 Penalty: 5246.289551
	Iteration 45Q: 3 clusters Score -4763114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -4763113.500000 Penalty: 5246.289551
	Iteration 46Q: 3 clusters Score -4763114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -4763122.500000 Penalty: 5246.289551
	Iteration 47Q: 3 clusters Score -4763122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -4763130.500000 Penalty: 5246.289551
	Iteration 48Q: 3 clusters Score -4763130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -4763129.000000 Penalty: 5246.289551
	Iteration 49Q: 3 clusters Score -4763129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -4763130.000000 Penalty: 5246.289551
	Iteration 50Q: 3 clusters Score -4763130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -4763123.000000 Penalty: 5246.289551
	Iteration 51Q: 3 clusters Score -4763123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -4763131.500000 Penalty: 5246.289551
	Iteration 52Q: 3 clusters Score -4763132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -4763134.000000 Penalty: 5246.289551
	Iteration 53Q: 3 clusters Score -4763134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -4763138.000000 Penalty: 5246.289551
	Iteration 54Q: 3 clusters Score -4763138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -4763138.500000 Penalty: 5246.289551
	Iteration 55Q: 3 clusters Score -4763138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -4763145.500000 Penalty: 5246.289551
	Iteration 56Q: 3 clusters Score -4763146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -4763146.000000 Penalty: 5246.289551
	Iteration 57Q: 3 clusters Score -4763146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -4763147.500000 Penalty: 5246.289551
	Iteration 58Q: 3 clusters Score -4763148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -4763152.000000 Penalty: 5246.289551
	Iteration 59Q: 3 clusters Score -4763152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -4763155.000000 Penalty: 5246.289551
	Iteration 60F: 3 clusters Score -4763155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (282791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282791 members 
Entering Unmasked Estep 
Score: -35082792.000000 Penalty: 3113.010986
	Iteration 0F: 2 clusters Score -3.508279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140850 members 
Mstep: Class 2 contains 141941 members 
Entering Unmasked Estep 
Score: -34903360.000000 Penalty: 6226.021973
	Iteration 0F: 3 clusters Score -3.490336e+07 nChanged 137048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129346 members 
Mstep: Class 2 contains 153445 members 
Entering Unmasked Estep 
Score: -34984672.000000 Penalty: 6226.021973
	Iteration 1F: 3 clusters Score -3.498467e+07 nChanged 9955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121241 members 
Mstep: Class 2 contains 161550 members 
Entering Unmasked Estep 
Score: -34987892.000000 Penalty: 6226.021973
	Iteration 2Q: 3 clusters Score -3.498789e+07 nChanged 13968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108407 members 
Mstep: Class 2 contains 174384 members 
Entering Unmasked Estep 
Score: -34994208.000000 Penalty: 6226.021973
	Iteration 3Q: 3 clusters Score -3.499421e+07 nChanged 20019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89070 members 
Mstep: Class 2 contains 193721 members 
Entering Unmasked Estep 
Score: -35006144.000000 Penalty: 6226.021973
	Iteration 4F: 3 clusters Score -3.500614e+07 nChanged 26390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63114 members 
Mstep: Class 2 contains 219677 members 
Entering Unmasked Estep 
Score: -35027136.000000 Penalty: 6226.021973
	Iteration 5F: 3 clusters Score -3.502714e+07 nChanged 28026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 247467 members 
Entering Unmasked Estep 
Score: -35053356.000000 Penalty: 6226.021973
	Iteration 6F: 3 clusters Score -3.505336e+07 nChanged 20300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 267683 members 
Entering Unmasked Estep 
Score: -35071672.000000 Penalty: 6226.021973
	Iteration 7F: 3 clusters Score -3.507167e+07 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 277218 members 
Entering Unmasked Estep 
Score: -35078524.000000 Penalty: 6226.021973
	Iteration 8Q: 3 clusters Score -3.507852e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 280435 members 
Entering Unmasked Estep 
Score: -35080224.000000 Penalty: 6226.021973
	Iteration 9Q: 3 clusters Score -3.508022e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 281374 members 
Entering Unmasked Estep 
Score: -35080736.000000 Penalty: 6226.021973
	Iteration 10Q: 3 clusters Score -3.508074e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 281654 members 
Entering Unmasked Estep 
Score: -35080968.000000 Penalty: 6226.021973
	Iteration 11Q: 3 clusters Score -3.508097e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 281768 members 
Entering Unmasked Estep 
Score: -35081040.000000 Penalty: 6226.021973
	Iteration 12Q: 3 clusters Score -3.508104e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 281834 members 
Entering Unmasked Estep 
Score: -35081108.000000 Penalty: 6226.021973
	Iteration 13Q: 3 clusters Score -3.508111e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 281869 members 
Entering Unmasked Estep 
Score: -35081084.000000 Penalty: 6226.021973
	Iteration 14Q: 3 clusters Score -3.508108e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 281902 members 
Entering Unmasked Estep 
Score: -35081068.000000 Penalty: 6226.021973
	Iteration 15Q: 3 clusters Score -3.508107e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 281918 members 
Entering Unmasked Estep 
Score: -35081096.000000 Penalty: 6226.021973
	Iteration 16Q: 3 clusters Score -3.50811e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 281925 members 
Entering Unmasked Estep 
Score: -35081088.000000 Penalty: 6226.021973
	Iteration 17Q: 3 clusters Score -3.508109e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 281922 members 
Entering Unmasked Estep 
Score: -35081092.000000 Penalty: 6226.021973
	Iteration 18Q: 3 clusters Score -3.508109e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 281927 members 
Entering Unmasked Estep 
Score: -35081108.000000 Penalty: 6226.021973
	Iteration 19Q: 3 clusters Score -3.508111e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 281927 members 
Entering Unmasked Estep 
Score: -35081152.000000 Penalty: 6226.021973
	Iteration 20F: 3 clusters Score -3.508115e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 281928 members 
Entering Unmasked Estep 
Score: -35081128.000000 Penalty: 6226.021973
	Iteration 21Q: 3 clusters Score -3.508113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 281930 members 
Entering Unmasked Estep 
Score: -35081176.000000 Penalty: 6226.021973
	Iteration 22Q: 3 clusters Score -3.508118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 281931 members 
Entering Unmasked Estep 
Score: -35081136.000000 Penalty: 6226.021973
	Iteration 23Q: 3 clusters Score -3.508114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 281931 members 
Entering Unmasked Estep 
Score: -35081152.000000 Penalty: 6226.021973
	Iteration 24Q: 3 clusters Score -3.508115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 281931 members 
Entering Unmasked Estep 
Score: -35081152.000000 Penalty: 6226.021973
	Iteration 25Q: 3 clusters Score -3.508115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 281929 members 
Entering Unmasked Estep 
Score: -35081164.000000 Penalty: 6226.021973
	Iteration 26Q: 3 clusters Score -3.508116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 281928 members 
Entering Unmasked Estep 
Score: -35081156.000000 Penalty: 6226.021973
	Iteration 27Q: 3 clusters Score -3.508116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 281926 members 
Entering Unmasked Estep 
Score: -35081152.000000 Penalty: 6226.021973
	Iteration 28Q: 3 clusters Score -3.508115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 281927 members 
Entering Unmasked Estep 
Score: -35081160.000000 Penalty: 6226.021973
	Iteration 29Q: 3 clusters Score -3.508116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 281928 members 
Entering Unmasked Estep 
Score: -35081160.000000 Penalty: 6226.021973
	Iteration 30Q: 3 clusters Score -3.508116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 281928 members 
Entering Unmasked Estep 
Score: -35081160.000000 Penalty: 6226.021973
	Iteration 31F: 3 clusters Score -3.508116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Entering Unmasked Estep 
Score: -1824282.250000 Penalty: 2380.063477
	Iteration 0F: 2 clusters Score -1824282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1813562.125000 Penalty: 4760.126953
	Iteration 0F: 3 clusters Score -1813562 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1817021.750000 Penalty: 4760.126953
	Iteration 1F: 3 clusters Score -1817022 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1817433.875000 Penalty: 4760.126953
	Iteration 2F: 3 clusters Score -1817434 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1817758.000000 Penalty: 4760.126953
	Iteration 3F: 3 clusters Score -1817758 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1818024.750000 Penalty: 4760.126953
	Iteration 4Q: 3 clusters Score -1818025 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1818260.875000 Penalty: 4760.126953
	Iteration 5Q: 3 clusters Score -1818261 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1818501.000000 Penalty: 4760.126953
	Iteration 6Q: 3 clusters Score -1818501 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1818776.625000 Penalty: 4760.126953
	Iteration 7Q: 3 clusters Score -1818777 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1819053.875000 Penalty: 4760.126953
	Iteration 8Q: 3 clusters Score -1819054 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1819382.000000 Penalty: 4760.126953
	Iteration 9Q: 3 clusters Score -1819382 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1819757.500000 Penalty: 4760.126953
	Iteration 10Q: 3 clusters Score -1819758 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1820197.750000 Penalty: 4760.126953
	Iteration 11Q: 3 clusters Score -1820198 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1820684.000000 Penalty: 4760.126953
	Iteration 12Q: 3 clusters Score -1820684 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1821061.875000 Penalty: 4760.126953
	Iteration 13Q: 3 clusters Score -1821062 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1821330.125000 Penalty: 4760.126953
	Iteration 14Q: 3 clusters Score -1821330 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1821490.250000 Penalty: 4760.126953
	Iteration 15Q: 3 clusters Score -1821490 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1821591.000000 Penalty: 4760.126953
	Iteration 16Q: 3 clusters Score -1821591 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1821668.500000 Penalty: 4760.126953
	Iteration 17Q: 3 clusters Score -1821668 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1821724.375000 Penalty: 4760.126953
	Iteration 18Q: 3 clusters Score -1821724 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1821768.250000 Penalty: 4760.126953
	Iteration 19Q: 3 clusters Score -1821768 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1821806.000000 Penalty: 4760.126953
	Iteration 20F: 3 clusters Score -1821806 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1821844.375000 Penalty: 4760.126953
	Iteration 21Q: 3 clusters Score -1821844 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1821878.375000 Penalty: 4760.126953
	Iteration 22Q: 3 clusters Score -1821878 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1821911.250000 Penalty: 4760.126953
	Iteration 23Q: 3 clusters Score -1821911 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1821939.625000 Penalty: 4760.126953
	Iteration 24Q: 3 clusters Score -1821940 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1821973.250000 Penalty: 4760.126953
	Iteration 25Q: 3 clusters Score -1821973 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1822009.750000 Penalty: 4760.126953
	Iteration 26Q: 3 clusters Score -1822010 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1822031.625000 Penalty: 4760.126953
	Iteration 27Q: 3 clusters Score -1822032 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1822054.125000 Penalty: 4760.126953
	Iteration 28Q: 3 clusters Score -1822054 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1822081.250000 Penalty: 4760.126953
	Iteration 29Q: 3 clusters Score -1822081 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1822115.750000 Penalty: 4760.126953
	Iteration 30Q: 3 clusters Score -1822116 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1822153.125000 Penalty: 4760.126953
	Iteration 31Q: 3 clusters Score -1822153 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1822196.250000 Penalty: 4760.126953
	Iteration 32Q: 3 clusters Score -1822196 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1822229.000000 Penalty: 4760.126953
	Iteration 33Q: 3 clusters Score -1822229 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1822250.875000 Penalty: 4760.126953
	Iteration 34Q: 3 clusters Score -1822251 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1822273.625000 Penalty: 4760.126953
	Iteration 35Q: 3 clusters Score -1822274 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1822295.875000 Penalty: 4760.126953
	Iteration 36Q: 3 clusters Score -1822296 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1822312.250000 Penalty: 4760.126953
	Iteration 37Q: 3 clusters Score -1822312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1822329.000000 Penalty: 4760.126953
	Iteration 38Q: 3 clusters Score -1822329 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1822332.625000 Penalty: 4760.126953
	Iteration 39Q: 3 clusters Score -1822333 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1822348.125000 Penalty: 4760.126953
	Iteration 40F: 3 clusters Score -1822348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1822348.375000 Penalty: 4760.126953
	Iteration 41Q: 3 clusters Score -1822348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1822362.375000 Penalty: 4760.126953
	Iteration 42Q: 3 clusters Score -1822362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1822363.500000 Penalty: 4760.126953
	Iteration 43Q: 3 clusters Score -1822364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1822365.000000 Penalty: 4760.126953
	Iteration 44Q: 3 clusters Score -1822365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1822368.500000 Penalty: 4760.126953
	Iteration 45Q: 3 clusters Score -1822368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1822372.625000 Penalty: 4760.126953
	Iteration 46Q: 3 clusters Score -1822373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1822370.625000 Penalty: 4760.126953
	Iteration 47Q: 3 clusters Score -1822371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1822375.500000 Penalty: 4760.126953
	Iteration 48Q: 3 clusters Score -1822376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1822379.500000 Penalty: 4760.126953
	Iteration 49Q: 3 clusters Score -1822380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1822379.750000 Penalty: 4760.126953
	Iteration 50Q: 3 clusters Score -1822380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1822386.250000 Penalty: 4760.126953
	Iteration 51Q: 3 clusters Score -1822386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1822386.250000 Penalty: 4760.126953
	Iteration 52Q: 3 clusters Score -1822386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1822390.250000 Penalty: 4760.126953
	Iteration 53Q: 3 clusters Score -1822390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1822391.750000 Penalty: 4760.126953
	Iteration 54Q: 3 clusters Score -1822392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1822390.250000 Penalty: 4760.126953
	Iteration 55Q: 3 clusters Score -1822390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1822389.500000 Penalty: 4760.126953
	Iteration 56Q: 3 clusters Score -1822390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1822391.375000 Penalty: 4760.126953
	Iteration 57Q: 3 clusters Score -1822391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1822388.125000 Penalty: 4760.126953
	Iteration 58Q: 3 clusters Score -1822388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1822389.000000 Penalty: 4760.126953
	Iteration 59Q: 3 clusters Score -1822389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1822392.875000 Penalty: 4760.126953
	Iteration 60F: 3 clusters Score -1822393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1822392.250000 Penalty: 4760.126953
	Iteration 61Q: 3 clusters Score -1822392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1822394.000000 Penalty: 4760.126953
	Iteration 62Q: 3 clusters Score -1822394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1822391.875000 Penalty: 4760.126953
	Iteration 63Q: 3 clusters Score -1822392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1822395.125000 Penalty: 4760.126953
	Iteration 64Q: 3 clusters Score -1822395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1822394.375000 Penalty: 4760.126953
	Iteration 65Q: 3 clusters Score -1822394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1822394.125000 Penalty: 4760.126953
	Iteration 66Q: 3 clusters Score -1822394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1822393.250000 Penalty: 4760.126953
	Iteration 67Q: 3 clusters Score -1822393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1822393.250000 Penalty: 4760.126953
	Iteration 68F: 3 clusters Score -1822393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 77875 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10529 members 
Mstep: Class 8 contains 17392 members 
Mstep: Class 9 contains 248908 members 
Mstep: Class 10 contains 4243 members 
Mstep: Class 11 contains 10462 members 
Mstep: Class 12 contains 57378 members 
Mstep: Class 13 contains 20267 members 
Mstep: Class 14 contains 22583 members 
Mstep: Class 15 contains 28379 members 
Mstep: Class 16 contains 81436 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112769 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 184627 members 
Mstep: Class 21 contains 20366 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 8957 members 
Mstep: Class 24 contains 39230 members 
Mstep: Class 25 contains 282791 members 
Mstep: Class 26 contains 14721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622304.000000 Penalty: 90644.539062
Iteration 279Q: 27 clusters Score -1.546223e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 77893 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2780 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10527 members 
Mstep: Class 8 contains 17390 members 
Mstep: Class 9 contains 249042 members 
Mstep: Class 10 contains 4243 members 
Mstep: Class 11 contains 10466 members 
Mstep: Class 12 contains 57384 members 
Mstep: Class 13 contains 20265 members 
Mstep: Class 14 contains 22579 members 
Mstep: Class 15 contains 28375 members 
Mstep: Class 16 contains 81450 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112747 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 184593 members 
Mstep: Class 21 contains 20365 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 8968 members 
Mstep: Class 24 contains 39231 members 
Mstep: Class 25 contains 282670 members 
Mstep: Class 26 contains 14726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622480.000000 Penalty: 90644.539062
Iteration 280F: 27 clusters Score -1.546225e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 77898 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10526 members 
Mstep: Class 8 contains 17390 members 
Mstep: Class 9 contains 249235 members 
Mstep: Class 10 contains 4241 members 
Mstep: Class 11 contains 10462 members 
Mstep: Class 12 contains 57394 members 
Mstep: Class 13 contains 20265 members 
Mstep: Class 14 contains 22577 members 
Mstep: Class 15 contains 28374 members 
Mstep: Class 16 contains 81471 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112683 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 184545 members 
Mstep: Class 21 contains 20358 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 8976 members 
Mstep: Class 24 contains 39231 members 
Mstep: Class 25 contains 282558 members 
Mstep: Class 26 contains 14729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622608.000000 Penalty: 90644.539062
Iteration 281Q: 27 clusters Score -1.546226e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 77903 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10530 members 
Mstep: Class 8 contains 17391 members 
Mstep: Class 9 contains 249507 members 
Mstep: Class 10 contains 4239 members 
Mstep: Class 11 contains 10456 members 
Mstep: Class 12 contains 57395 members 
Mstep: Class 13 contains 20267 members 
Mstep: Class 14 contains 22575 members 
Mstep: Class 15 contains 28371 members 
Mstep: Class 16 contains 81506 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112614 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 184497 members 
Mstep: Class 21 contains 20347 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 8984 members 
Mstep: Class 24 contains 39234 members 
Mstep: Class 25 contains 282360 members 
Mstep: Class 26 contains 14738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622640.000000 Penalty: 90644.539062
Iteration 282Q: 27 clusters Score -1.546226e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 77920 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10530 members 
Mstep: Class 8 contains 17387 members 
Mstep: Class 9 contains 249783 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 10454 members 
Mstep: Class 12 contains 57395 members 
Mstep: Class 13 contains 20269 members 
Mstep: Class 14 contains 22576 members 
Mstep: Class 15 contains 28369 members 
Mstep: Class 16 contains 81528 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112559 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 184452 members 
Mstep: Class 21 contains 20336 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 8991 members 
Mstep: Class 24 contains 39231 members 
Mstep: Class 25 contains 282163 members 
Mstep: Class 26 contains 14732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622432.000000 Penalty: 90644.539062
Iteration 283Q: 27 clusters Score -1.546224e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 77946 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10528 members 
Mstep: Class 8 contains 17382 members 
Mstep: Class 9 contains 250042 members 
Mstep: Class 10 contains 4240 members 
Mstep: Class 11 contains 10454 members 
Mstep: Class 12 contains 57389 members 
Mstep: Class 13 contains 20266 members 
Mstep: Class 14 contains 22576 members 
Mstep: Class 15 contains 28368 members 
Mstep: Class 16 contains 81548 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112508 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 184411 members 
Mstep: Class 21 contains 20325 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 8997 members 
Mstep: Class 24 contains 39231 members 
Mstep: Class 25 contains 281967 members 
Mstep: Class 26 contains 14736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622624.000000 Penalty: 90644.539062
Iteration 284Q: 27 clusters Score -1.546226e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 77965 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10523 members 
Mstep: Class 8 contains 17380 members 
Mstep: Class 9 contains 250315 members 
Mstep: Class 10 contains 4240 members 
Mstep: Class 11 contains 10449 members 
Mstep: Class 12 contains 57388 members 
Mstep: Class 13 contains 20265 members 
Mstep: Class 14 contains 22576 members 
Mstep: Class 15 contains 28367 members 
Mstep: Class 16 contains 81564 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112442 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 184380 members 
Mstep: Class 21 contains 20317 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9000 members 
Mstep: Class 24 contains 39232 members 
Mstep: Class 25 contains 281760 members 
Mstep: Class 26 contains 14750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622432.000000 Penalty: 90644.539062
Iteration 285Q: 27 clusters Score -1.546224e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 77987 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2781 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10520 members 
Mstep: Class 8 contains 17382 members 
Mstep: Class 9 contains 250638 members 
Mstep: Class 10 contains 4240 members 
Mstep: Class 11 contains 10445 members 
Mstep: Class 12 contains 57374 members 
Mstep: Class 13 contains 20260 members 
Mstep: Class 14 contains 22575 members 
Mstep: Class 15 contains 28365 members 
Mstep: Class 16 contains 81584 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112378 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 184356 members 
Mstep: Class 21 contains 20306 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9002 members 
Mstep: Class 24 contains 39234 members 
Mstep: Class 25 contains 281515 members 
Mstep: Class 26 contains 14756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622416.000000 Penalty: 90644.539062
Iteration 286Q: 27 clusters Score -1.546224e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 78002 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2780 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10522 members 
Mstep: Class 8 contains 17380 members 
Mstep: Class 9 contains 250985 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 10442 members 
Mstep: Class 12 contains 57368 members 
Mstep: Class 13 contains 20257 members 
Mstep: Class 14 contains 22574 members 
Mstep: Class 15 contains 28365 members 
Mstep: Class 16 contains 81596 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112300 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 184359 members 
Mstep: Class 21 contains 20292 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9005 members 
Mstep: Class 24 contains 39232 members 
Mstep: Class 25 contains 281248 members 
Mstep: Class 26 contains 14755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622672.000000 Penalty: 90644.539062
Iteration 287Q: 27 clusters Score -1.546227e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 78026 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2780 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10521 members 
Mstep: Class 8 contains 17377 members 
Mstep: Class 9 contains 251286 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 10439 members 
Mstep: Class 12 contains 57356 members 
Mstep: Class 13 contains 20254 members 
Mstep: Class 14 contains 22574 members 
Mstep: Class 15 contains 28364 members 
Mstep: Class 16 contains 81608 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112229 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 184364 members 
Mstep: Class 21 contains 20284 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9008 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 281018 members 
Mstep: Class 26 contains 14752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154623072.000000 Penalty: 90644.539062
Iteration 288Q: 27 clusters Score -1.546231e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 78045 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10521 members 
Mstep: Class 8 contains 17374 members 
Mstep: Class 9 contains 251561 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 10434 members 
Mstep: Class 12 contains 57338 members 
Mstep: Class 13 contains 20252 members 
Mstep: Class 14 contains 22575 members 
Mstep: Class 15 contains 28363 members 
Mstep: Class 16 contains 81619 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112159 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 184375 members 
Mstep: Class 21 contains 20281 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9008 members 
Mstep: Class 24 contains 39229 members 
Mstep: Class 25 contains 280807 members 
Mstep: Class 26 contains 14753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154623024.000000 Penalty: 90644.539062
Iteration 289Q: 27 clusters Score -1.54623e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 78066 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2780 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10518 members 
Mstep: Class 8 contains 17370 members 
Mstep: Class 9 contains 251773 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 10433 members 
Mstep: Class 12 contains 57323 members 
Mstep: Class 13 contains 20252 members 
Mstep: Class 14 contains 22574 members 
Mstep: Class 15 contains 28364 members 
Mstep: Class 16 contains 81615 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112101 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 184390 members 
Mstep: Class 21 contains 20280 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9008 members 
Mstep: Class 24 contains 39228 members 
Mstep: Class 25 contains 280643 members 
Mstep: Class 26 contains 14756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622864.000000 Penalty: 90644.539062
Iteration 290Q: 27 clusters Score -1.546229e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 78083 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2780 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10512 members 
Mstep: Class 8 contains 17372 members 
Mstep: Class 9 contains 251942 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10432 members 
Mstep: Class 12 contains 57318 members 
Mstep: Class 13 contains 20251 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28362 members 
Mstep: Class 16 contains 81630 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 112036 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 184406 members 
Mstep: Class 21 contains 20283 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9010 members 
Mstep: Class 24 contains 39228 members 
Mstep: Class 25 contains 280500 members 
Mstep: Class 26 contains 14758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154623024.000000 Penalty: 90644.539062
Iteration 291Q: 27 clusters Score -1.54623e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 78100 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2780 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10506 members 
Mstep: Class 8 contains 17365 members 
Mstep: Class 9 contains 252114 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 10428 members 
Mstep: Class 12 contains 57308 members 
Mstep: Class 13 contains 20249 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28360 members 
Mstep: Class 16 contains 81638 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 111962 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 184430 members 
Mstep: Class 21 contains 20279 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9013 members 
Mstep: Class 24 contains 39230 members 
Mstep: Class 25 contains 280376 members 
Mstep: Class 26 contains 14762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622848.000000 Penalty: 90644.539062
Iteration 292Q: 27 clusters Score -1.546228e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 78101 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2780 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10499 members 
Mstep: Class 8 contains 17356 members 
Mstep: Class 9 contains 252306 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 10432 members 
Mstep: Class 12 contains 57293 members 
Mstep: Class 13 contains 20248 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28362 members 
Mstep: Class 16 contains 81637 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 111907 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 184442 members 
Mstep: Class 21 contains 20276 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9015 members 
Mstep: Class 24 contains 39228 members 
Mstep: Class 25 contains 280257 members 
Mstep: Class 26 contains 14762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622576.000000 Penalty: 90644.539062
Iteration 293Q: 27 clusters Score -1.546226e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 78116 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2780 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10491 members 
Mstep: Class 8 contains 17352 members 
Mstep: Class 9 contains 252537 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 10435 members 
Mstep: Class 12 contains 57271 members 
Mstep: Class 13 contains 20247 members 
Mstep: Class 14 contains 22570 members 
Mstep: Class 15 contains 28362 members 
Mstep: Class 16 contains 81651 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 111848 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 184449 members 
Mstep: Class 21 contains 20272 members 
Mstep: Class 22 contains 2634 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 39231 members 
Mstep: Class 25 contains 280082 members 
Mstep: Class 26 contains 14763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622800.000000 Penalty: 90644.539062
Iteration 294Q: 27 clusters Score -1.546228e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 78132 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2780 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10482 members 
Mstep: Class 8 contains 17345 members 
Mstep: Class 9 contains 252794 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10435 members 
Mstep: Class 12 contains 57254 members 
Mstep: Class 13 contains 20245 members 
Mstep: Class 14 contains 22567 members 
Mstep: Class 15 contains 28366 members 
Mstep: Class 16 contains 81651 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 111782 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 184430 members 
Mstep: Class 21 contains 20276 members 
Mstep: Class 22 contains 2632 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 39235 members 
Mstep: Class 25 contains 279921 members 
Mstep: Class 26 contains 14763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622976.000000 Penalty: 90644.539062
Iteration 295Q: 27 clusters Score -1.54623e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 78147 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2780 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10477 members 
Mstep: Class 8 contains 17335 members 
Mstep: Class 9 contains 253075 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 10432 members 
Mstep: Class 12 contains 57233 members 
Mstep: Class 13 contains 20243 members 
Mstep: Class 14 contains 22566 members 
Mstep: Class 15 contains 28367 members 
Mstep: Class 16 contains 81659 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 111708 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 184408 members 
Mstep: Class 21 contains 20276 members 
Mstep: Class 22 contains 2632 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 39234 members 
Mstep: Class 25 contains 279748 members 
Mstep: Class 26 contains 14766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154623040.000000 Penalty: 90644.539062
Iteration 296Q: 27 clusters Score -1.54623e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 78157 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2780 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10481 members 
Mstep: Class 8 contains 17325 members 
Mstep: Class 9 contains 253367 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 10435 members 
Mstep: Class 12 contains 57205 members 
Mstep: Class 13 contains 20247 members 
Mstep: Class 14 contains 22567 members 
Mstep: Class 15 contains 28369 members 
Mstep: Class 16 contains 81662 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 111637 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 184387 members 
Mstep: Class 21 contains 20276 members 
Mstep: Class 22 contains 2632 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 39233 members 
Mstep: Class 25 contains 279561 members 
Mstep: Class 26 contains 14766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154623216.000000 Penalty: 90644.539062
Iteration 297Q: 27 clusters Score -1.546232e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 78164 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2780 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10482 members 
Mstep: Class 8 contains 17316 members 
Mstep: Class 9 contains 253682 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 10437 members 
Mstep: Class 12 contains 57189 members 
Mstep: Class 13 contains 20247 members 
Mstep: Class 14 contains 22568 members 
Mstep: Class 15 contains 28368 members 
Mstep: Class 16 contains 81673 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 111579 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 184358 members 
Mstep: Class 21 contains 20272 members 
Mstep: Class 22 contains 2632 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 39233 members 
Mstep: Class 25 contains 279342 members 
Mstep: Class 26 contains 14767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154623216.000000 Penalty: 90644.539062
Iteration 298Q: 27 clusters Score -1.546232e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 78177 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 17314 members 
Mstep: Class 9 contains 253938 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 10435 members 
Mstep: Class 12 contains 57181 members 
Mstep: Class 13 contains 20247 members 
Mstep: Class 14 contains 22568 members 
Mstep: Class 15 contains 28368 members 
Mstep: Class 16 contains 81681 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 111527 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 184341 members 
Mstep: Class 21 contains 20271 members 
Mstep: Class 22 contains 2632 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 39232 members 
Mstep: Class 25 contains 279154 members 
Mstep: Class 26 contains 14767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154623280.000000 Penalty: 90644.539062
Iteration 299Q: 27 clusters Score -1.546233e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 78191 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 17313 members 
Mstep: Class 9 contains 254166 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 10437 members 
Mstep: Class 12 contains 57163 members 
Mstep: Class 13 contains 20248 members 
Mstep: Class 14 contains 22569 members 
Mstep: Class 15 contains 28365 members 
Mstep: Class 16 contains 81681 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 111484 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 184328 members 
Mstep: Class 21 contains 20269 members 
Mstep: Class 22 contains 2632 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 39231 members 
Mstep: Class 25 contains 278993 members 
Mstep: Class 26 contains 14765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154623440.000000 Penalty: 90644.539062
Iteration 300F: 27 clusters Score -1.546234e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 78201 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10475 members 
Mstep: Class 8 contains 17313 members 
Mstep: Class 9 contains 254395 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 10438 members 
Mstep: Class 12 contains 57142 members 
Mstep: Class 13 contains 20248 members 
Mstep: Class 14 contains 22571 members 
Mstep: Class 15 contains 28363 members 
Mstep: Class 16 contains 81679 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 111434 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 184299 members 
Mstep: Class 21 contains 20261 members 
Mstep: Class 22 contains 2633 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 39232 members 
Mstep: Class 25 contains 278864 members 
Mstep: Class 26 contains 14761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154623472.000000 Penalty: 90644.539062
Iteration 301Q: 27 clusters Score -1.546235e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 78213 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10472 members 
Mstep: Class 8 contains 17311 members 
Mstep: Class 9 contains 254652 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 10437 members 
Mstep: Class 12 contains 57125 members 
Mstep: Class 13 contains 20246 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28361 members 
Mstep: Class 16 contains 81679 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 111381 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 184289 members 
Mstep: Class 21 contains 20261 members 
Mstep: Class 22 contains 2634 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 39231 members 
Mstep: Class 25 contains 278688 members 
Mstep: Class 26 contains 14759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154623840.000000 Penalty: 90644.539062
Iteration 302Q: 27 clusters Score -1.546238e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 78225 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10468 members 
Mstep: Class 8 contains 17309 members 
Mstep: Class 9 contains 254907 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 10437 members 
Mstep: Class 12 contains 57103 members 
Mstep: Class 13 contains 20243 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28361 members 
Mstep: Class 16 contains 81682 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 111318 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 184261 members 
Mstep: Class 21 contains 20266 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 39231 members 
Mstep: Class 25 contains 278539 members 
Mstep: Class 26 contains 14758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154623920.000000 Penalty: 90644.539062
Iteration 303Q: 27 clusters Score -1.546239e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 78237 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10466 members 
Mstep: Class 8 contains 17305 members 
Mstep: Class 9 contains 255164 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 10437 members 
Mstep: Class 12 contains 57087 members 
Mstep: Class 13 contains 20242 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28362 members 
Mstep: Class 16 contains 81689 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 111271 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 184208 members 
Mstep: Class 21 contains 20273 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 39233 members 
Mstep: Class 25 contains 278378 members 
Mstep: Class 26 contains 14755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154623936.000000 Penalty: 90644.539062
Iteration 304Q: 27 clusters Score -1.546239e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 78252 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10466 members 
Mstep: Class 8 contains 17300 members 
Mstep: Class 9 contains 255411 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10438 members 
Mstep: Class 12 contains 57068 members 
Mstep: Class 13 contains 20242 members 
Mstep: Class 14 contains 22571 members 
Mstep: Class 15 contains 28362 members 
Mstep: Class 16 contains 81686 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 111216 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 184196 members 
Mstep: Class 21 contains 20278 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 39234 members 
Mstep: Class 25 contains 278205 members 
Mstep: Class 26 contains 14755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154623936.000000 Penalty: 90644.539062
Iteration 305Q: 27 clusters Score -1.546239e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 78262 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 17298 members 
Mstep: Class 9 contains 255671 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10435 members 
Mstep: Class 12 contains 57044 members 
Mstep: Class 13 contains 20242 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28362 members 
Mstep: Class 16 contains 81685 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 111163 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 184174 members 
Mstep: Class 21 contains 20276 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 39236 members 
Mstep: Class 25 contains 278043 members 
Mstep: Class 26 contains 14753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624240.000000 Penalty: 90644.539062
Iteration 306Q: 27 clusters Score -1.546242e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 78271 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10461 members 
Mstep: Class 8 contains 17297 members 
Mstep: Class 9 contains 255947 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10435 members 
Mstep: Class 12 contains 57023 members 
Mstep: Class 13 contains 20241 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28363 members 
Mstep: Class 16 contains 81688 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 111116 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 184126 members 
Mstep: Class 21 contains 20275 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 39237 members 
Mstep: Class 25 contains 277875 members 
Mstep: Class 26 contains 14753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624128.000000 Penalty: 90644.539062
Iteration 307Q: 27 clusters Score -1.546241e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 78273 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10461 members 
Mstep: Class 8 contains 17293 members 
Mstep: Class 9 contains 256241 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10434 members 
Mstep: Class 12 contains 57003 members 
Mstep: Class 13 contains 20238 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28363 members 
Mstep: Class 16 contains 81688 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 111070 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 184080 members 
Mstep: Class 21 contains 20268 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 39235 members 
Mstep: Class 25 contains 277710 members 
Mstep: Class 26 contains 14748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624208.000000 Penalty: 90644.539062
Iteration 308Q: 27 clusters Score -1.546242e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 78272 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10454 members 
Mstep: Class 8 contains 17290 members 
Mstep: Class 9 contains 256547 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10432 members 
Mstep: Class 12 contains 56986 members 
Mstep: Class 13 contains 20239 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28363 members 
Mstep: Class 16 contains 81691 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 111011 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 184017 members 
Mstep: Class 21 contains 20266 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 39233 members 
Mstep: Class 25 contains 277554 members 
Mstep: Class 26 contains 14752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624544.000000 Penalty: 90644.539062
Iteration 309Q: 27 clusters Score -1.546245e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 78274 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10447 members 
Mstep: Class 8 contains 17287 members 
Mstep: Class 9 contains 256821 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10432 members 
Mstep: Class 12 contains 56973 members 
Mstep: Class 13 contains 20242 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28364 members 
Mstep: Class 16 contains 81693 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110954 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 183967 members 
Mstep: Class 21 contains 20263 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9017 members 
Mstep: Class 24 contains 39231 members 
Mstep: Class 25 contains 277407 members 
Mstep: Class 26 contains 14751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624624.000000 Penalty: 90644.539062
Iteration 310Q: 27 clusters Score -1.546246e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 78276 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10444 members 
Mstep: Class 8 contains 17280 members 
Mstep: Class 9 contains 257093 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10431 members 
Mstep: Class 12 contains 56962 members 
Mstep: Class 13 contains 20241 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28364 members 
Mstep: Class 16 contains 81697 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110904 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 183916 members 
Mstep: Class 21 contains 20263 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9018 members 
Mstep: Class 24 contains 39230 members 
Mstep: Class 25 contains 277256 members 
Mstep: Class 26 contains 14749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624448.000000 Penalty: 90644.539062
Iteration 311Q: 27 clusters Score -1.546244e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 78272 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10443 members 
Mstep: Class 8 contains 17279 members 
Mstep: Class 9 contains 257381 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10431 members 
Mstep: Class 12 contains 56950 members 
Mstep: Class 13 contains 20237 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28364 members 
Mstep: Class 16 contains 81689 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110861 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 183847 members 
Mstep: Class 21 contains 20257 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9019 members 
Mstep: Class 24 contains 39230 members 
Mstep: Class 25 contains 277118 members 
Mstep: Class 26 contains 14745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624416.000000 Penalty: 90644.539062
Iteration 312Q: 27 clusters Score -1.546244e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 78270 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 17275 members 
Mstep: Class 9 contains 257694 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10427 members 
Mstep: Class 12 contains 56931 members 
Mstep: Class 13 contains 20235 members 
Mstep: Class 14 contains 22571 members 
Mstep: Class 15 contains 28364 members 
Mstep: Class 16 contains 81675 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110812 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 183794 members 
Mstep: Class 21 contains 20244 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9020 members 
Mstep: Class 24 contains 39231 members 
Mstep: Class 25 contains 276966 members 
Mstep: Class 26 contains 14743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624320.000000 Penalty: 90644.539062
Iteration 313Q: 27 clusters Score -1.546243e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 78263 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 17268 members 
Mstep: Class 9 contains 257976 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10424 members 
Mstep: Class 12 contains 56926 members 
Mstep: Class 13 contains 20235 members 
Mstep: Class 14 contains 22571 members 
Mstep: Class 15 contains 28365 members 
Mstep: Class 16 contains 81667 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110764 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 183738 members 
Mstep: Class 21 contains 20243 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9022 members 
Mstep: Class 24 contains 39228 members 
Mstep: Class 25 contains 276813 members 
Mstep: Class 26 contains 14743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624368.000000 Penalty: 90644.539062
Iteration 314Q: 27 clusters Score -1.546244e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 78261 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10447 members 
Mstep: Class 8 contains 17263 members 
Mstep: Class 9 contains 258234 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10427 members 
Mstep: Class 12 contains 56916 members 
Mstep: Class 13 contains 20231 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28364 members 
Mstep: Class 16 contains 81666 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110717 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 183658 members 
Mstep: Class 21 contains 20230 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9024 members 
Mstep: Class 24 contains 39225 members 
Mstep: Class 25 contains 276712 members 
Mstep: Class 26 contains 14745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624448.000000 Penalty: 90644.539062
Iteration 315Q: 27 clusters Score -1.546244e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 78269 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10447 members 
Mstep: Class 8 contains 17254 members 
Mstep: Class 9 contains 258519 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10428 members 
Mstep: Class 12 contains 56905 members 
Mstep: Class 13 contains 20229 members 
Mstep: Class 14 contains 22571 members 
Mstep: Class 15 contains 28364 members 
Mstep: Class 16 contains 81652 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110665 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 183582 members 
Mstep: Class 21 contains 20229 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9024 members 
Mstep: Class 24 contains 39223 members 
Mstep: Class 25 contains 276589 members 
Mstep: Class 26 contains 14742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624384.000000 Penalty: 90644.539062
Iteration 316Q: 27 clusters Score -1.546244e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 78275 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10447 members 
Mstep: Class 8 contains 17252 members 
Mstep: Class 9 contains 258785 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10427 members 
Mstep: Class 12 contains 56894 members 
Mstep: Class 13 contains 20228 members 
Mstep: Class 14 contains 22571 members 
Mstep: Class 15 contains 28364 members 
Mstep: Class 16 contains 81637 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110625 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 183489 members 
Mstep: Class 21 contains 20226 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9024 members 
Mstep: Class 24 contains 39221 members 
Mstep: Class 25 contains 276488 members 
Mstep: Class 26 contains 14740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624448.000000 Penalty: 90644.539062
Iteration 317Q: 27 clusters Score -1.546244e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 78280 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10449 members 
Mstep: Class 8 contains 17247 members 
Mstep: Class 9 contains 259030 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10424 members 
Mstep: Class 12 contains 56885 members 
Mstep: Class 13 contains 20228 members 
Mstep: Class 14 contains 22570 members 
Mstep: Class 15 contains 28364 members 
Mstep: Class 16 contains 81625 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110579 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 183408 members 
Mstep: Class 21 contains 20221 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9025 members 
Mstep: Class 24 contains 39219 members 
Mstep: Class 25 contains 276399 members 
Mstep: Class 26 contains 14739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624288.000000 Penalty: 90644.539062
Iteration 318Q: 27 clusters Score -1.546243e+08 nChanged 483
Entering ConstructFrom: 
Score: -154624288.000000 Penalty: 90644.539062
Entering ConstructFrom: 
Trying to split cluster 1 (14929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Entering Unmasked Estep 
Score: -1781941.000000 Penalty: 2383.543213
	Iteration 0F: 2 clusters Score -1781941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1771139.750000 Penalty: 4767.086426
	Iteration 0F: 3 clusters Score -1771140 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1774667.750000 Penalty: 4767.086426
	Iteration 1F: 3 clusters Score -1774668 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1775300.250000 Penalty: 4767.086426
	Iteration 2F: 3 clusters Score -1775300 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1775904.125000 Penalty: 4767.086426
	Iteration 3F: 3 clusters Score -1775904 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1776598.500000 Penalty: 4767.086426
	Iteration 4F: 3 clusters Score -1776598 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1777364.500000 Penalty: 4767.086426
	Iteration 5F: 3 clusters Score -1777364 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1778130.375000 Penalty: 4767.086426
	Iteration 6F: 3 clusters Score -1778130 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1778831.000000 Penalty: 4767.086426
	Iteration 7F: 3 clusters Score -1778831 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1779471.875000 Penalty: 4767.086426
	Iteration 8F: 3 clusters Score -1779472 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1779909.000000 Penalty: 4767.086426
	Iteration 9Q: 3 clusters Score -1779909 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1780171.125000 Penalty: 4767.086426
	Iteration 10Q: 3 clusters Score -1780171 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1780350.500000 Penalty: 4767.086426
	Iteration 11Q: 3 clusters Score -1780350 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1780454.875000 Penalty: 4767.086426
	Iteration 12Q: 3 clusters Score -1780455 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1780551.875000 Penalty: 4767.086426
	Iteration 13Q: 3 clusters Score -1780552 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1780614.750000 Penalty: 4767.086426
	Iteration 14Q: 3 clusters Score -1780615 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1780665.875000 Penalty: 4767.086426
	Iteration 15Q: 3 clusters Score -1780666 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1780703.625000 Penalty: 4767.086426
	Iteration 16Q: 3 clusters Score -1780704 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1780733.125000 Penalty: 4767.086426
	Iteration 17Q: 3 clusters Score -1780733 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1780762.000000 Penalty: 4767.086426
	Iteration 18Q: 3 clusters Score -1780762 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1780782.750000 Penalty: 4767.086426
	Iteration 19Q: 3 clusters Score -1780783 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1780810.000000 Penalty: 4767.086426
	Iteration 20F: 3 clusters Score -1780810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1780828.125000 Penalty: 4767.086426
	Iteration 21Q: 3 clusters Score -1780828 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1780838.375000 Penalty: 4767.086426
	Iteration 22Q: 3 clusters Score -1780838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1780848.000000 Penalty: 4767.086426
	Iteration 23Q: 3 clusters Score -1780848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1780852.375000 Penalty: 4767.086426
	Iteration 24Q: 3 clusters Score -1780852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1780862.875000 Penalty: 4767.086426
	Iteration 25Q: 3 clusters Score -1780863 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1780868.250000 Penalty: 4767.086426
	Iteration 26Q: 3 clusters Score -1780868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1780873.250000 Penalty: 4767.086426
	Iteration 27Q: 3 clusters Score -1780873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1780874.875000 Penalty: 4767.086426
	Iteration 28Q: 3 clusters Score -1780875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1780874.875000 Penalty: 4767.086426
	Iteration 29Q: 3 clusters Score -1780875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1780877.750000 Penalty: 4767.086426
	Iteration 30Q: 3 clusters Score -1780878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1780878.000000 Penalty: 4767.086426
	Iteration 31Q: 3 clusters Score -1780878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1780880.500000 Penalty: 4767.086426
	Iteration 32Q: 3 clusters Score -1780880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1780880.000000 Penalty: 4767.086426
	Iteration 33Q: 3 clusters Score -1780880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1780878.125000 Penalty: 4767.086426
	Iteration 34Q: 3 clusters Score -1780878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1780878.125000 Penalty: 4767.086426
	Iteration 35F: 3 clusters Score -1780878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (78274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78274 members 
Entering Unmasked Estep 
Score: -9472879.000000 Penalty: 2794.456787
	Iteration 0F: 2 clusters Score -9472879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -9420306.000000 Penalty: 5588.913574
	Iteration 0F: 3 clusters Score -9420306 nChanged 37066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -9441645.000000 Penalty: 5588.913574
	Iteration 1F: 3 clusters Score -9441645 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -9442742.000000 Penalty: 5588.913574
	Iteration 2Q: 3 clusters Score -9442742 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -9444052.000000 Penalty: 5588.913574
	Iteration 3Q: 3 clusters Score -9444052 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -9446146.000000 Penalty: 5588.913574
	Iteration 4F: 3 clusters Score -9446146 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -9449688.000000 Penalty: 5588.913574
	Iteration 5F: 3 clusters Score -9449688 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -9454852.000000 Penalty: 5588.913574
	Iteration 6F: 3 clusters Score -9454852 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68475 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -9461178.000000 Penalty: 5588.913574
	Iteration 7F: 3 clusters Score -9461178 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73574 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -9466381.000000 Penalty: 5588.913574
	Iteration 8F: 3 clusters Score -9466381 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76302 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -9468979.000000 Penalty: 5588.913574
	Iteration 9Q: 3 clusters Score -9468979 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77396 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9469925.000000 Penalty: 5588.913574
	Iteration 10Q: 3 clusters Score -9469925 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77732 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9470200.000000 Penalty: 5588.913574
	Iteration 11Q: 3 clusters Score -9470200 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77852 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9470347.000000 Penalty: 5588.913574
	Iteration 12Q: 3 clusters Score -9470347 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77899 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9470424.000000 Penalty: 5588.913574
	Iteration 13Q: 3 clusters Score -9470424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77928 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9470478.000000 Penalty: 5588.913574
	Iteration 14Q: 3 clusters Score -9470478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77937 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9470480.000000 Penalty: 5588.913574
	Iteration 15Q: 3 clusters Score -9470480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77948 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9470499.000000 Penalty: 5588.913574
	Iteration 16Q: 3 clusters Score -9470499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77955 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9470512.000000 Penalty: 5588.913574
	Iteration 17Q: 3 clusters Score -9470512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77956 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9470512.000000 Penalty: 5588.913574
	Iteration 18Q: 3 clusters Score -9470512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77958 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9470515.000000 Penalty: 5588.913574
	Iteration 19Q: 3 clusters Score -9470515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77962 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9470514.000000 Penalty: 5588.913574
	Iteration 20F: 3 clusters Score -9470514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77967 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9470513.000000 Penalty: 5588.913574
	Iteration 21Q: 3 clusters Score -9470513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77970 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9470516.000000 Penalty: 5588.913574
	Iteration 22Q: 3 clusters Score -9470516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77969 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9470521.000000 Penalty: 5588.913574
	Iteration 23Q: 3 clusters Score -9470521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77969 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9470521.000000 Penalty: 5588.913574
	Iteration 24F: 3 clusters Score -9470521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -63054.367188 Penalty: 1580.583252
	Iteration 0F: 2 clusters Score -63054.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61507.144531 Penalty: 3161.166504
	Iteration 0F: 3 clusters Score -61507.14 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -61818.261719 Penalty: 3161.166504
	Iteration 1F: 3 clusters Score -61818.26 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -62049.648438 Penalty: 3161.166504
	Iteration 2F: 3 clusters Score -62049.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -62188.750000 Penalty: 3161.166504
	Iteration 3F: 3 clusters Score -62188.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -62313.925781 Penalty: 3161.166504
	Iteration 4F: 3 clusters Score -62313.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -62413.671875 Penalty: 3161.166504
	Iteration 5Q: 3 clusters Score -62413.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -62449.375000 Penalty: 3161.166504
	Iteration 6Q: 3 clusters Score -62449.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -62499.304688 Penalty: 3161.166504
	Iteration 7Q: 3 clusters Score -62499.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -62545.671875 Penalty: 3161.166504
	Iteration 8Q: 3 clusters Score -62545.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -62566.375000 Penalty: 3161.166504
	Iteration 9Q: 3 clusters Score -62566.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -62586.777344 Penalty: 3161.166504
	Iteration 10Q: 3 clusters Score -62586.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -62608.585938 Penalty: 3161.166504
	Iteration 11Q: 3 clusters Score -62608.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -62639.292969 Penalty: 3161.166504
	Iteration 12Q: 3 clusters Score -62639.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -62658.062500 Penalty: 3161.166504
	Iteration 13Q: 3 clusters Score -62658.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -62671.406250 Penalty: 3161.166504
	Iteration 14Q: 3 clusters Score -62671.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -62675.300781 Penalty: 3161.166504
	Iteration 15Q: 3 clusters Score -62675.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -62703.035156 Penalty: 3161.166504
	Iteration 16Q: 3 clusters Score -62703.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -62759.449219 Penalty: 3161.166504
	Iteration 17Q: 3 clusters Score -62759.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62835.531250 Penalty: 3161.166504
	Iteration 18Q: 3 clusters Score -62835.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62857.710938 Penalty: 3161.166504
	Iteration 19Q: 3 clusters Score -62857.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62877.832031 Penalty: 3161.166504
	Iteration 20F: 3 clusters Score -62877.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62889.625000 Penalty: 3161.166504
	Iteration 21Q: 3 clusters Score -62889.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62889.625000 Penalty: 3161.166504
	Iteration 22F: 3 clusters Score -62889.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Entering Unmasked Estep 
Score: -314590.031250 Penalty: 1966.512573
	Iteration 0F: 2 clusters Score -314590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -311438.562500 Penalty: 3933.025146
	Iteration 0F: 3 clusters Score -311438.6 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -312115.781250 Penalty: 3933.025146
	Iteration 1F: 3 clusters Score -312115.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -312285.312500 Penalty: 3933.025146
	Iteration 2F: 3 clusters Score -312285.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -312376.156250 Penalty: 3933.025146
	Iteration 3Q: 3 clusters Score -312376.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -312459.031250 Penalty: 3933.025146
	Iteration 4Q: 3 clusters Score -312459 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -312536.812500 Penalty: 3933.025146
	Iteration 5Q: 3 clusters Score -312536.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -312607.125000 Penalty: 3933.025146
	Iteration 6Q: 3 clusters Score -312607.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -312671.750000 Penalty: 3933.025146
	Iteration 7Q: 3 clusters Score -312671.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -312741.125000 Penalty: 3933.025146
	Iteration 8Q: 3 clusters Score -312741.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -312817.281250 Penalty: 3933.025146
	Iteration 9Q: 3 clusters Score -312817.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -312880.718750 Penalty: 3933.025146
	Iteration 10Q: 3 clusters Score -312880.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -312938.843750 Penalty: 3933.025146
	Iteration 11Q: 3 clusters Score -312938.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -313007.031250 Penalty: 3933.025146
	Iteration 12Q: 3 clusters Score -313007 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -313059.031250 Penalty: 3933.025146
	Iteration 13Q: 3 clusters Score -313059 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -313092.156250 Penalty: 3933.025146
	Iteration 14Q: 3 clusters Score -313092.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -313114.031250 Penalty: 3933.025146
	Iteration 15Q: 3 clusters Score -313114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -313135.375000 Penalty: 3933.025146
	Iteration 16Q: 3 clusters Score -313135.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -313149.687500 Penalty: 3933.025146
	Iteration 17Q: 3 clusters Score -313149.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -313162.312500 Penalty: 3933.025146
	Iteration 18Q: 3 clusters Score -313162.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -313170.968750 Penalty: 3933.025146
	Iteration 19Q: 3 clusters Score -313171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -313176.031250 Penalty: 3933.025146
	Iteration 20F: 3 clusters Score -313176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -313178.687500 Penalty: 3933.025146
	Iteration 21Q: 3 clusters Score -313178.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -313179.468750 Penalty: 3933.025146
	Iteration 22Q: 3 clusters Score -313179.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -313181.343750 Penalty: 3933.025146
	Iteration 23Q: 3 clusters Score -313181.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -313182.125000 Penalty: 3933.025146
	Iteration 24Q: 3 clusters Score -313182.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -313182.718750 Penalty: 3933.025146
	Iteration 25Q: 3 clusters Score -313182.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -313183.218750 Penalty: 3933.025146
	Iteration 26Q: 3 clusters Score -313183.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -313183.593750 Penalty: 3933.025146
	Iteration 27Q: 3 clusters Score -313183.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -313185.843750 Penalty: 3933.025146
	Iteration 28Q: 3 clusters Score -313185.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -313187.281250 Penalty: 3933.025146
	Iteration 29Q: 3 clusters Score -313187.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -313187.281250 Penalty: 3933.025146
	Iteration 30F: 3 clusters Score -313187.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Entering Unmasked Estep 
Score: -488581.593750 Penalty: 2058.161133
	Iteration 0F: 2 clusters Score -488581.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -484699.875000 Penalty: 4116.322266
	Iteration 0F: 3 clusters Score -484699.9 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -485629.562500 Penalty: 4116.322266
	Iteration 1F: 3 clusters Score -485629.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -485822.843750 Penalty: 4116.322266
	Iteration 2F: 3 clusters Score -485822.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -485919.343750 Penalty: 4116.322266
	Iteration 3Q: 3 clusters Score -485919.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -485981.968750 Penalty: 4116.322266
	Iteration 4Q: 3 clusters Score -485982 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -486031.156250 Penalty: 4116.322266
	Iteration 5Q: 3 clusters Score -486031.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -486071.812500 Penalty: 4116.322266
	Iteration 6Q: 3 clusters Score -486071.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -486109.500000 Penalty: 4116.322266
	Iteration 7Q: 3 clusters Score -486109.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -486142.500000 Penalty: 4116.322266
	Iteration 8Q: 3 clusters Score -486142.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -486171.343750 Penalty: 4116.322266
	Iteration 9Q: 3 clusters Score -486171.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -486191.187500 Penalty: 4116.322266
	Iteration 10Q: 3 clusters Score -486191.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -486210.218750 Penalty: 4116.322266
	Iteration 11Q: 3 clusters Score -486210.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -486230.250000 Penalty: 4116.322266
	Iteration 12Q: 3 clusters Score -486230.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -486247.375000 Penalty: 4116.322266
	Iteration 13Q: 3 clusters Score -486247.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -486265.625000 Penalty: 4116.322266
	Iteration 14Q: 3 clusters Score -486265.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -486286.156250 Penalty: 4116.322266
	Iteration 15Q: 3 clusters Score -486286.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -486313.937500 Penalty: 4116.322266
	Iteration 16Q: 3 clusters Score -486313.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -486337.375000 Penalty: 4116.322266
	Iteration 17Q: 3 clusters Score -486337.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -486361.468750 Penalty: 4116.322266
	Iteration 18Q: 3 clusters Score -486361.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -486391.906250 Penalty: 4116.322266
	Iteration 19Q: 3 clusters Score -486391.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -486424.031250 Penalty: 4116.322266
	Iteration 20F: 3 clusters Score -486424 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -486456.875000 Penalty: 4116.322266
	Iteration 21Q: 3 clusters Score -486456.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -486480.031250 Penalty: 4116.322266
	Iteration 22Q: 3 clusters Score -486480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -486506.281250 Penalty: 4116.322266
	Iteration 23Q: 3 clusters Score -486506.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -486526.625000 Penalty: 4116.322266
	Iteration 24Q: 3 clusters Score -486526.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -486548.406250 Penalty: 4116.322266
	Iteration 25Q: 3 clusters Score -486548.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -486582.625000 Penalty: 4116.322266
	Iteration 26Q: 3 clusters Score -486582.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -486609.531250 Penalty: 4116.322266
	Iteration 27Q: 3 clusters Score -486609.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -486635.718750 Penalty: 4116.322266
	Iteration 28Q: 3 clusters Score -486635.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -486653.843750 Penalty: 4116.322266
	Iteration 29Q: 3 clusters Score -486653.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -486670.812500 Penalty: 4116.322266
	Iteration 30Q: 3 clusters Score -486670.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -486690.468750 Penalty: 4116.322266
	Iteration 31Q: 3 clusters Score -486690.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -486710.187500 Penalty: 4116.322266
	Iteration 32Q: 3 clusters Score -486710.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -486725.125000 Penalty: 4116.322266
	Iteration 33Q: 3 clusters Score -486725.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -486733.281250 Penalty: 4116.322266
	Iteration 34Q: 3 clusters Score -486733.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -486748.531250 Penalty: 4116.322266
	Iteration 35Q: 3 clusters Score -486748.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -486759.687500 Penalty: 4116.322266
	Iteration 36Q: 3 clusters Score -486759.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -486775.812500 Penalty: 4116.322266
	Iteration 37Q: 3 clusters Score -486775.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -486792.218750 Penalty: 4116.322266
	Iteration 38Q: 3 clusters Score -486792.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -486801.531250 Penalty: 4116.322266
	Iteration 39Q: 3 clusters Score -486801.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -486813.250000 Penalty: 4116.322266
	Iteration 40F: 3 clusters Score -486813.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -486822.843750 Penalty: 4116.322266
	Iteration 41Q: 3 clusters Score -486822.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -486832.500000 Penalty: 4116.322266
	Iteration 42Q: 3 clusters Score -486832.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -486839.937500 Penalty: 4116.322266
	Iteration 43Q: 3 clusters Score -486839.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -486850.375000 Penalty: 4116.322266
	Iteration 44Q: 3 clusters Score -486850.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -486862.156250 Penalty: 4116.322266
	Iteration 45Q: 3 clusters Score -486862.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -486870.968750 Penalty: 4116.322266
	Iteration 46Q: 3 clusters Score -486871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -486878.843750 Penalty: 4116.322266
	Iteration 47Q: 3 clusters Score -486878.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -486886.562500 Penalty: 4116.322266
	Iteration 48Q: 3 clusters Score -486886.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -486890.093750 Penalty: 4116.322266
	Iteration 49Q: 3 clusters Score -486890.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -486896.343750 Penalty: 4116.322266
	Iteration 50Q: 3 clusters Score -486896.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -486903.406250 Penalty: 4116.322266
	Iteration 51Q: 3 clusters Score -486903.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -486921.156250 Penalty: 4116.322266
	Iteration 52Q: 3 clusters Score -486921.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -486934.218750 Penalty: 4116.322266
	Iteration 53Q: 3 clusters Score -486934.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -486943.375000 Penalty: 4116.322266
	Iteration 54Q: 3 clusters Score -486943.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -486948.437500 Penalty: 4116.322266
	Iteration 55Q: 3 clusters Score -486948.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -486952.375000 Penalty: 4116.322266
	Iteration 56Q: 3 clusters Score -486952.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -486956.000000 Penalty: 4116.322266
	Iteration 57Q: 3 clusters Score -486956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -486960.343750 Penalty: 4116.322266
	Iteration 58Q: 3 clusters Score -486960.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -486963.031250 Penalty: 4116.322266
	Iteration 59Q: 3 clusters Score -486963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -486965.468750 Penalty: 4116.322266
	Iteration 60F: 3 clusters Score -486965.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -486966.812500 Penalty: 4116.322266
	Iteration 61Q: 3 clusters Score -486966.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -486967.875000 Penalty: 4116.322266
	Iteration 62Q: 3 clusters Score -486967.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -486968.250000 Penalty: 4116.322266
	Iteration 63Q: 3 clusters Score -486968.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -486968.500000 Penalty: 4116.322266
	Iteration 64Q: 3 clusters Score -486968.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -486967.843750 Penalty: 4116.322266
	Iteration 65Q: 3 clusters Score -486967.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -486967.843750 Penalty: 4116.322266
	Iteration 66F: 3 clusters Score -486967.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -46166.210938 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -46166.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44759.046875 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -44759.05 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -45032.589844 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -45032.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -45122.855469 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -45122.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45225.292969 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -45225.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45420.472656 Penalty: 3050.698975
	Iteration 4F: 3 clusters Score -45420.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45593.109375 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -45593.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45642.082031 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -45642.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45693.078125 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -45693.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -45760.503906 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -45760.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45870.101562 Penalty: 3050.698975
	Iteration 9Q: 3 clusters Score -45870.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45976.203125 Penalty: 3050.698975
	Iteration 10Q: 3 clusters Score -45976.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46030.652344 Penalty: 3050.698975
	Iteration 11Q: 3 clusters Score -46030.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46052.687500 Penalty: 3050.698975
	Iteration 12Q: 3 clusters Score -46052.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46070.269531 Penalty: 3050.698975
	Iteration 13Q: 3 clusters Score -46070.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46115.316406 Penalty: 3050.698975
	Iteration 14Q: 3 clusters Score -46115.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46184.625000 Penalty: 3050.698975
	Iteration 15Q: 3 clusters Score -46184.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46279.054688 Penalty: 3050.698975
	Iteration 16Q: 3 clusters Score -46279.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46308.628906 Penalty: 3050.698975
	Iteration 17Q: 3 clusters Score -46308.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46330.140625 Penalty: 3050.698975
	Iteration 18Q: 3 clusters Score -46330.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46363.070312 Penalty: 3050.698975
	Iteration 19Q: 3 clusters Score -46363.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46468.847656 Penalty: 3050.698975
	Iteration 20F: 3 clusters Score -46468.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46568.875000 Penalty: 3050.698975
	Iteration 21Q: 3 clusters Score -46568.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46673.894531 Penalty: 3050.698975
	Iteration 22Q: 3 clusters Score -46673.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46803.980469 Penalty: 3050.698975
	Iteration 23Q: 3 clusters Score -46803.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46912.257812 Penalty: 3050.698975
	Iteration 24Q: 3 clusters Score -46912.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -47053.253906 Penalty: 3050.698975
	Iteration 25Q: 3 clusters Score -47053.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47138.031250 Penalty: 3050.698975
	Iteration 26Q: 3 clusters Score -47138.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47138.031250 Penalty: 3050.698975
	Iteration 27F: 3 clusters Score -47138.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 78274 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 10450 members 
Mstep: Class 8 contains 17240 members 
Mstep: Class 9 contains 259286 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10427 members 
Mstep: Class 12 contains 56873 members 
Mstep: Class 13 contains 20228 members 
Mstep: Class 14 contains 22569 members 
Mstep: Class 15 contains 28366 members 
Mstep: Class 16 contains 81612 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110534 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 183318 members 
Mstep: Class 21 contains 20222 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9027 members 
Mstep: Class 24 contains 39219 members 
Mstep: Class 25 contains 276312 members 
Mstep: Class 26 contains 14735 members 
Mstep: Class 27 contains 271 members 
Entering Unmasked Estep 
Score: -154623104.000000 Penalty: 94130.875000
Splitting cluster 6 changes total score from -154624288.000000 to -154623104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Entering Unmasked Estep 
Score: -1309048.375000 Penalty: 2295.080566
	Iteration 0F: 2 clusters Score -1309048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1301009.125000 Penalty: 4590.161133
	Iteration 0F: 3 clusters Score -1301009 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1303390.375000 Penalty: 4590.161133
	Iteration 1F: 3 clusters Score -1303390 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1303795.250000 Penalty: 4590.161133
	Iteration 2F: 3 clusters Score -1303795 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1304119.750000 Penalty: 4590.161133
	Iteration 3F: 3 clusters Score -1304120 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1304391.500000 Penalty: 4590.161133
	Iteration 4Q: 3 clusters Score -1304392 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1304613.125000 Penalty: 4590.161133
	Iteration 5Q: 3 clusters Score -1304613 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1304828.250000 Penalty: 4590.161133
	Iteration 6Q: 3 clusters Score -1304828 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1304996.000000 Penalty: 4590.161133
	Iteration 7Q: 3 clusters Score -1304996 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1305135.250000 Penalty: 4590.161133
	Iteration 8Q: 3 clusters Score -1305135 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1305271.375000 Penalty: 4590.161133
	Iteration 9Q: 3 clusters Score -1305271 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1305443.500000 Penalty: 4590.161133
	Iteration 10Q: 3 clusters Score -1305444 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1305627.500000 Penalty: 4590.161133
	Iteration 11Q: 3 clusters Score -1305628 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1305834.875000 Penalty: 4590.161133
	Iteration 12Q: 3 clusters Score -1305835 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1306038.000000 Penalty: 4590.161133
	Iteration 13Q: 3 clusters Score -1306038 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1306228.750000 Penalty: 4590.161133
	Iteration 14Q: 3 clusters Score -1306229 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1306397.375000 Penalty: 4590.161133
	Iteration 15Q: 3 clusters Score -1306397 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1306533.500000 Penalty: 4590.161133
	Iteration 16Q: 3 clusters Score -1306534 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1306637.250000 Penalty: 4590.161133
	Iteration 17Q: 3 clusters Score -1306637 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1306704.625000 Penalty: 4590.161133
	Iteration 18Q: 3 clusters Score -1306705 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1306763.625000 Penalty: 4590.161133
	Iteration 19Q: 3 clusters Score -1306764 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1306817.625000 Penalty: 4590.161133
	Iteration 20F: 3 clusters Score -1306818 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1306852.375000 Penalty: 4590.161133
	Iteration 21Q: 3 clusters Score -1306852 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1306886.125000 Penalty: 4590.161133
	Iteration 22Q: 3 clusters Score -1306886 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1306917.875000 Penalty: 4590.161133
	Iteration 23Q: 3 clusters Score -1306918 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1306952.875000 Penalty: 4590.161133
	Iteration 24Q: 3 clusters Score -1306953 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1306977.250000 Penalty: 4590.161133
	Iteration 25Q: 3 clusters Score -1306977 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1307000.750000 Penalty: 4590.161133
	Iteration 26Q: 3 clusters Score -1307001 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1307028.375000 Penalty: 4590.161133
	Iteration 27Q: 3 clusters Score -1307028 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1307050.125000 Penalty: 4590.161133
	Iteration 28Q: 3 clusters Score -1307050 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1307065.500000 Penalty: 4590.161133
	Iteration 29Q: 3 clusters Score -1307066 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1307075.250000 Penalty: 4590.161133
	Iteration 30Q: 3 clusters Score -1307075 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1307091.875000 Penalty: 4590.161133
	Iteration 31Q: 3 clusters Score -1307092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1307104.625000 Penalty: 4590.161133
	Iteration 32Q: 3 clusters Score -1307105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1307115.125000 Penalty: 4590.161133
	Iteration 33Q: 3 clusters Score -1307115 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1307126.000000 Penalty: 4590.161133
	Iteration 34Q: 3 clusters Score -1307126 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1307142.750000 Penalty: 4590.161133
	Iteration 35Q: 3 clusters Score -1307143 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1307155.000000 Penalty: 4590.161133
	Iteration 36Q: 3 clusters Score -1307155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1307168.000000 Penalty: 4590.161133
	Iteration 37Q: 3 clusters Score -1307168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1307181.750000 Penalty: 4590.161133
	Iteration 38Q: 3 clusters Score -1307182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1307191.875000 Penalty: 4590.161133
	Iteration 39Q: 3 clusters Score -1307192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1307202.750000 Penalty: 4590.161133
	Iteration 40F: 3 clusters Score -1307203 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1307206.125000 Penalty: 4590.161133
	Iteration 41Q: 3 clusters Score -1307206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1307211.625000 Penalty: 4590.161133
	Iteration 42Q: 3 clusters Score -1307212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1307216.875000 Penalty: 4590.161133
	Iteration 43Q: 3 clusters Score -1307217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1307230.625000 Penalty: 4590.161133
	Iteration 44Q: 3 clusters Score -1307231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1307239.500000 Penalty: 4590.161133
	Iteration 45Q: 3 clusters Score -1307240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1307250.750000 Penalty: 4590.161133
	Iteration 46Q: 3 clusters Score -1307251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1307260.250000 Penalty: 4590.161133
	Iteration 47Q: 3 clusters Score -1307260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1307268.875000 Penalty: 4590.161133
	Iteration 48Q: 3 clusters Score -1307269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1307280.500000 Penalty: 4590.161133
	Iteration 49Q: 3 clusters Score -1307280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1307283.375000 Penalty: 4590.161133
	Iteration 50Q: 3 clusters Score -1307283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1307290.000000 Penalty: 4590.161133
	Iteration 51Q: 3 clusters Score -1307290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1307298.375000 Penalty: 4590.161133
	Iteration 52Q: 3 clusters Score -1307298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1307302.375000 Penalty: 4590.161133
	Iteration 53Q: 3 clusters Score -1307302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1307306.250000 Penalty: 4590.161133
	Iteration 54Q: 3 clusters Score -1307306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1307315.375000 Penalty: 4590.161133
	Iteration 55Q: 3 clusters Score -1307315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1307317.750000 Penalty: 4590.161133
	Iteration 56Q: 3 clusters Score -1307318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1307325.500000 Penalty: 4590.161133
	Iteration 57Q: 3 clusters Score -1307326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1307335.125000 Penalty: 4590.161133
	Iteration 58Q: 3 clusters Score -1307335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1307339.250000 Penalty: 4590.161133
	Iteration 59Q: 3 clusters Score -1307339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1307343.375000 Penalty: 4590.161133
	Iteration 60F: 3 clusters Score -1307343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1307347.375000 Penalty: 4590.161133
	Iteration 61Q: 3 clusters Score -1307347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1307348.125000 Penalty: 4590.161133
	Iteration 62Q: 3 clusters Score -1307348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1307346.375000 Penalty: 4590.161133
	Iteration 63Q: 3 clusters Score -1307346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1307348.875000 Penalty: 4590.161133
	Iteration 64Q: 3 clusters Score -1307349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1307351.875000 Penalty: 4590.161133
	Iteration 65Q: 3 clusters Score -1307352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1307351.875000 Penalty: 4590.161133
	Iteration 66F: 3 clusters Score -1307352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Entering Unmasked Estep 
Score: -2161653.000000 Penalty: 2419.237061
	Iteration 0F: 2 clusters Score -2161653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2149341.500000 Penalty: 4838.474121
	Iteration 0F: 3 clusters Score -2149342 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2153368.250000 Penalty: 4838.474121
	Iteration 1F: 3 clusters Score -2153368 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2153750.500000 Penalty: 4838.474121
	Iteration 2F: 3 clusters Score -2153750 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2154084.250000 Penalty: 4838.474121
	Iteration 3Q: 3 clusters Score -2154084 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2154373.000000 Penalty: 4838.474121
	Iteration 4Q: 3 clusters Score -2154373 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2154657.500000 Penalty: 4838.474121
	Iteration 5Q: 3 clusters Score -2154658 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2154949.750000 Penalty: 4838.474121
	Iteration 6Q: 3 clusters Score -2154950 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2155269.000000 Penalty: 4838.474121
	Iteration 7Q: 3 clusters Score -2155269 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2155565.500000 Penalty: 4838.474121
	Iteration 8Q: 3 clusters Score -2155566 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2155932.000000 Penalty: 4838.474121
	Iteration 9Q: 3 clusters Score -2155932 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2156382.250000 Penalty: 4838.474121
	Iteration 10Q: 3 clusters Score -2156382 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2156818.000000 Penalty: 4838.474121
	Iteration 11Q: 3 clusters Score -2156818 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2157237.000000 Penalty: 4838.474121
	Iteration 12Q: 3 clusters Score -2157237 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2157552.250000 Penalty: 4838.474121
	Iteration 13Q: 3 clusters Score -2157552 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2157758.750000 Penalty: 4838.474121
	Iteration 14Q: 3 clusters Score -2157759 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2157890.750000 Penalty: 4838.474121
	Iteration 15Q: 3 clusters Score -2157891 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2157972.750000 Penalty: 4838.474121
	Iteration 16Q: 3 clusters Score -2157973 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2158037.750000 Penalty: 4838.474121
	Iteration 17Q: 3 clusters Score -2158038 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2158088.500000 Penalty: 4838.474121
	Iteration 18Q: 3 clusters Score -2158088 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2158134.750000 Penalty: 4838.474121
	Iteration 19Q: 3 clusters Score -2158135 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2158166.750000 Penalty: 4838.474121
	Iteration 20F: 3 clusters Score -2158167 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2158195.500000 Penalty: 4838.474121
	Iteration 21Q: 3 clusters Score -2158196 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2158227.250000 Penalty: 4838.474121
	Iteration 22Q: 3 clusters Score -2158227 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2158248.750000 Penalty: 4838.474121
	Iteration 23Q: 3 clusters Score -2158249 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2158283.250000 Penalty: 4838.474121
	Iteration 24Q: 3 clusters Score -2158283 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2158308.500000 Penalty: 4838.474121
	Iteration 25Q: 3 clusters Score -2158308 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2158351.000000 Penalty: 4838.474121
	Iteration 26Q: 3 clusters Score -2158351 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2158387.500000 Penalty: 4838.474121
	Iteration 27Q: 3 clusters Score -2158388 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2158435.500000 Penalty: 4838.474121
	Iteration 28Q: 3 clusters Score -2158436 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2158463.750000 Penalty: 4838.474121
	Iteration 29Q: 3 clusters Score -2158464 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2158509.000000 Penalty: 4838.474121
	Iteration 30Q: 3 clusters Score -2158509 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2158530.000000 Penalty: 4838.474121
	Iteration 31Q: 3 clusters Score -2158530 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2158571.500000 Penalty: 4838.474121
	Iteration 32Q: 3 clusters Score -2158572 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2158592.000000 Penalty: 4838.474121
	Iteration 33Q: 3 clusters Score -2158592 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2158640.250000 Penalty: 4838.474121
	Iteration 34Q: 3 clusters Score -2158640 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2158664.500000 Penalty: 4838.474121
	Iteration 35Q: 3 clusters Score -2158664 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2158702.500000 Penalty: 4838.474121
	Iteration 36Q: 3 clusters Score -2158702 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2158741.250000 Penalty: 4838.474121
	Iteration 37Q: 3 clusters Score -2158741 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2158795.250000 Penalty: 4838.474121
	Iteration 38Q: 3 clusters Score -2158795 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2158836.500000 Penalty: 4838.474121
	Iteration 39Q: 3 clusters Score -2158836 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2158881.250000 Penalty: 4838.474121
	Iteration 40F: 3 clusters Score -2158881 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2158931.750000 Penalty: 4838.474121
	Iteration 41Q: 3 clusters Score -2158932 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2158987.250000 Penalty: 4838.474121
	Iteration 42Q: 3 clusters Score -2158987 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2159031.500000 Penalty: 4838.474121
	Iteration 43Q: 3 clusters Score -2159032 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2159091.500000 Penalty: 4838.474121
	Iteration 44Q: 3 clusters Score -2159092 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2159152.000000 Penalty: 4838.474121
	Iteration 45Q: 3 clusters Score -2159152 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2159238.500000 Penalty: 4838.474121
	Iteration 46Q: 3 clusters Score -2159238 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2159309.750000 Penalty: 4838.474121
	Iteration 47Q: 3 clusters Score -2159310 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2159369.750000 Penalty: 4838.474121
	Iteration 48Q: 3 clusters Score -2159370 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2159423.500000 Penalty: 4838.474121
	Iteration 49Q: 3 clusters Score -2159424 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2159480.750000 Penalty: 4838.474121
	Iteration 50Q: 3 clusters Score -2159481 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2159524.250000 Penalty: 4838.474121
	Iteration 51Q: 3 clusters Score -2159524 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2159555.250000 Penalty: 4838.474121
	Iteration 52Q: 3 clusters Score -2159555 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2159581.250000 Penalty: 4838.474121
	Iteration 53Q: 3 clusters Score -2159581 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2159606.750000 Penalty: 4838.474121
	Iteration 54Q: 3 clusters Score -2159607 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2159622.750000 Penalty: 4838.474121
	Iteration 55Q: 3 clusters Score -2159623 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2159644.750000 Penalty: 4838.474121
	Iteration 56Q: 3 clusters Score -2159645 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2159663.000000 Penalty: 4838.474121
	Iteration 57Q: 3 clusters Score -2159663 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2159684.000000 Penalty: 4838.474121
	Iteration 58Q: 3 clusters Score -2159684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2159696.000000 Penalty: 4838.474121
	Iteration 59Q: 3 clusters Score -2159696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2159703.500000 Penalty: 4838.474121
	Iteration 60F: 3 clusters Score -2159704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2159712.500000 Penalty: 4838.474121
	Iteration 61Q: 3 clusters Score -2159712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2159723.500000 Penalty: 4838.474121
	Iteration 62Q: 3 clusters Score -2159724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2159743.250000 Penalty: 4838.474121
	Iteration 63Q: 3 clusters Score -2159743 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2159750.750000 Penalty: 4838.474121
	Iteration 64Q: 3 clusters Score -2159751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2159760.500000 Penalty: 4838.474121
	Iteration 65Q: 3 clusters Score -2159760 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2159777.000000 Penalty: 4838.474121
	Iteration 66Q: 3 clusters Score -2159777 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2159781.000000 Penalty: 4838.474121
	Iteration 67Q: 3 clusters Score -2159781 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2159793.000000 Penalty: 4838.474121
	Iteration 68Q: 3 clusters Score -2159793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2159797.500000 Penalty: 4838.474121
	Iteration 69Q: 3 clusters Score -2159798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2159806.750000 Penalty: 4838.474121
	Iteration 70Q: 3 clusters Score -2159807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2159811.750000 Penalty: 4838.474121
	Iteration 71Q: 3 clusters Score -2159812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2159817.000000 Penalty: 4838.474121
	Iteration 72Q: 3 clusters Score -2159817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2159827.750000 Penalty: 4838.474121
	Iteration 73Q: 3 clusters Score -2159828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2159834.500000 Penalty: 4838.474121
	Iteration 74Q: 3 clusters Score -2159834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2159839.750000 Penalty: 4838.474121
	Iteration 75Q: 3 clusters Score -2159840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2159843.000000 Penalty: 4838.474121
	Iteration 76Q: 3 clusters Score -2159843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2159845.250000 Penalty: 4838.474121
	Iteration 77Q: 3 clusters Score -2159845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2159854.500000 Penalty: 4838.474121
	Iteration 78Q: 3 clusters Score -2159854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2159854.750000 Penalty: 4838.474121
	Iteration 79Q: 3 clusters Score -2159855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2159868.250000 Penalty: 4838.474121
	Iteration 80F: 3 clusters Score -2159868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -2159862.000000 Penalty: 4838.474121
	Iteration 81Q: 3 clusters Score -2159862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2159865.500000 Penalty: 4838.474121
	Iteration 82Q: 3 clusters Score -2159866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2159881.000000 Penalty: 4838.474121
	Iteration 83Q: 3 clusters Score -2159881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2159878.750000 Penalty: 4838.474121
	Iteration 84Q: 3 clusters Score -2159879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -2159880.000000 Penalty: 4838.474121
	Iteration 85Q: 3 clusters Score -2159880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2159878.750000 Penalty: 4838.474121
	Iteration 86Q: 3 clusters Score -2159879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2159882.000000 Penalty: 4838.474121
	Iteration 87Q: 3 clusters Score -2159882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2159887.750000 Penalty: 4838.474121
	Iteration 88Q: 3 clusters Score -2159888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2159891.750000 Penalty: 4838.474121
	Iteration 89Q: 3 clusters Score -2159892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2159897.250000 Penalty: 4838.474121
	Iteration 90Q: 3 clusters Score -2159897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2159898.750000 Penalty: 4838.474121
	Iteration 91Q: 3 clusters Score -2159899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2159899.750000 Penalty: 4838.474121
	Iteration 92Q: 3 clusters Score -2159900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2159898.000000 Penalty: 4838.474121
	Iteration 93Q: 3 clusters Score -2159898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2159899.250000 Penalty: 4838.474121
	Iteration 94Q: 3 clusters Score -2159899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2159901.500000 Penalty: 4838.474121
	Iteration 95Q: 3 clusters Score -2159902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2159900.750000 Penalty: 4838.474121
	Iteration 96Q: 3 clusters Score -2159901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2159904.000000 Penalty: 4838.474121
	Iteration 97Q: 3 clusters Score -2159904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2159903.000000 Penalty: 4838.474121
	Iteration 98Q: 3 clusters Score -2159903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2159903.750000 Penalty: 4838.474121
	Iteration 99Q: 3 clusters Score -2159904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2159903.750000 Penalty: 4838.474121
	Iteration 100F: 3 clusters Score -2159904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (259286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259286 members 
Entering Unmasked Estep 
Score: -32180336.000000 Penalty: 3091.490234
	Iteration 0F: 2 clusters Score -3.218034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129519 members 
Mstep: Class 2 contains 129767 members 
Entering Unmasked Estep 
Score: -32014326.000000 Penalty: 6182.980469
	Iteration 0F: 3 clusters Score -3.201433e+07 nChanged 125772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127919 members 
Mstep: Class 2 contains 131367 members 
Entering Unmasked Estep 
Score: -32088750.000000 Penalty: 6182.980469
	Iteration 1F: 3 clusters Score -3.208875e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126737 members 
Mstep: Class 2 contains 132549 members 
Entering Unmasked Estep 
Score: -32089984.000000 Penalty: 6182.980469
	Iteration 2Q: 3 clusters Score -3.208998e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124720 members 
Mstep: Class 2 contains 134566 members 
Entering Unmasked Estep 
Score: -32091642.000000 Penalty: 6182.980469
	Iteration 3Q: 3 clusters Score -3.209164e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121410 members 
Mstep: Class 2 contains 137876 members 
Entering Unmasked Estep 
Score: -32093722.000000 Penalty: 6182.980469
	Iteration 4Q: 3 clusters Score -3.209372e+07 nChanged 9652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116062 members 
Mstep: Class 2 contains 143224 members 
Entering Unmasked Estep 
Score: -32097318.000000 Penalty: 6182.980469
	Iteration 5Q: 3 clusters Score -3.209732e+07 nChanged 12750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107732 members 
Mstep: Class 2 contains 151554 members 
Entering Unmasked Estep 
Score: -32103816.000000 Penalty: 6182.980469
	Iteration 6Q: 3 clusters Score -3.210382e+07 nChanged 16842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95488 members 
Mstep: Class 2 contains 163798 members 
Entering Unmasked Estep 
Score: -32115194.000000 Penalty: 6182.980469
	Iteration 7F: 3 clusters Score -3.211519e+07 nChanged 20228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 179318 members 
Entering Unmasked Estep 
Score: -32132200.000000 Penalty: 6182.980469
	Iteration 8F: 3 clusters Score -3.21322e+07 nChanged 20755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 195693 members 
Entering Unmasked Estep 
Score: -32151092.000000 Penalty: 6182.980469
	Iteration 9F: 3 clusters Score -3.215109e+07 nChanged 16310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 208383 members 
Entering Unmasked Estep 
Score: -32164772.000000 Penalty: 6182.980469
	Iteration 10F: 3 clusters Score -3.216477e+07 nChanged 10586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 216821 members 
Entering Unmasked Estep 
Score: -32170906.000000 Penalty: 6182.980469
	Iteration 11Q: 3 clusters Score -3.217091e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 223448 members 
Entering Unmasked Estep 
Score: -32174026.000000 Penalty: 6182.980469
	Iteration 12Q: 3 clusters Score -3.217403e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 228953 members 
Entering Unmasked Estep 
Score: -32175692.000000 Penalty: 6182.980469
	Iteration 13Q: 3 clusters Score -3.217569e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 233709 members 
Entering Unmasked Estep 
Score: -32177064.000000 Penalty: 6182.980469
	Iteration 14Q: 3 clusters Score -3.217706e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 237784 members 
Entering Unmasked Estep 
Score: -32177876.000000 Penalty: 6182.980469
	Iteration 15Q: 3 clusters Score -3.217788e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 241204 members 
Entering Unmasked Estep 
Score: -32178296.000000 Penalty: 6182.980469
	Iteration 16Q: 3 clusters Score -3.21783e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 244230 members 
Entering Unmasked Estep 
Score: -32178584.000000 Penalty: 6182.980469
	Iteration 17Q: 3 clusters Score -3.217858e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 246820 members 
Entering Unmasked Estep 
Score: -32178826.000000 Penalty: 6182.980469
	Iteration 18Q: 3 clusters Score -3.217883e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 248916 members 
Entering Unmasked Estep 
Score: -32179094.000000 Penalty: 6182.980469
	Iteration 19Q: 3 clusters Score -3.217909e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 250609 members 
Entering Unmasked Estep 
Score: -32179034.000000 Penalty: 6182.980469
	Iteration 20F: 3 clusters Score -3.217903e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 252009 members 
Entering Unmasked Estep 
Score: -32178914.000000 Penalty: 6182.980469
	Iteration 21Q: 3 clusters Score -3.217891e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 253130 members 
Entering Unmasked Estep 
Score: -32178912.000000 Penalty: 6182.980469
	Iteration 22Q: 3 clusters Score -3.217891e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 254006 members 
Entering Unmasked Estep 
Score: -32178762.000000 Penalty: 6182.980469
	Iteration 23Q: 3 clusters Score -3.217876e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 254726 members 
Entering Unmasked Estep 
Score: -32178808.000000 Penalty: 6182.980469
	Iteration 24Q: 3 clusters Score -3.217881e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 255296 members 
Entering Unmasked Estep 
Score: -32178722.000000 Penalty: 6182.980469
	Iteration 25Q: 3 clusters Score -3.217872e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 255723 members 
Entering Unmasked Estep 
Score: -32178698.000000 Penalty: 6182.980469
	Iteration 26Q: 3 clusters Score -3.21787e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 256065 members 
Entering Unmasked Estep 
Score: -32178792.000000 Penalty: 6182.980469
	Iteration 27Q: 3 clusters Score -3.217879e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 256341 members 
Entering Unmasked Estep 
Score: -32178832.000000 Penalty: 6182.980469
	Iteration 28Q: 3 clusters Score -3.217883e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 256564 members 
Entering Unmasked Estep 
Score: -32178788.000000 Penalty: 6182.980469
	Iteration 29Q: 3 clusters Score -3.217879e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 256758 members 
Entering Unmasked Estep 
Score: -32178798.000000 Penalty: 6182.980469
	Iteration 30Q: 3 clusters Score -3.21788e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 256925 members 
Entering Unmasked Estep 
Score: -32178792.000000 Penalty: 6182.980469
	Iteration 31Q: 3 clusters Score -3.217879e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 257087 members 
Entering Unmasked Estep 
Score: -32178834.000000 Penalty: 6182.980469
	Iteration 32Q: 3 clusters Score -3.217883e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 257222 members 
Entering Unmasked Estep 
Score: -32178796.000000 Penalty: 6182.980469
	Iteration 33Q: 3 clusters Score -3.21788e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 257351 members 
Entering Unmasked Estep 
Score: -32178774.000000 Penalty: 6182.980469
	Iteration 34Q: 3 clusters Score -3.217877e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 257442 members 
Entering Unmasked Estep 
Score: -32178786.000000 Penalty: 6182.980469
	Iteration 35Q: 3 clusters Score -3.217879e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 257503 members 
Entering Unmasked Estep 
Score: -32178774.000000 Penalty: 6182.980469
	Iteration 36Q: 3 clusters Score -3.217877e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 257543 members 
Entering Unmasked Estep 
Score: -32178760.000000 Penalty: 6182.980469
	Iteration 37Q: 3 clusters Score -3.217876e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 257570 members 
Entering Unmasked Estep 
Score: -32178760.000000 Penalty: 6182.980469
	Iteration 38Q: 3 clusters Score -3.217876e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 257600 members 
Entering Unmasked Estep 
Score: -32178780.000000 Penalty: 6182.980469
	Iteration 39Q: 3 clusters Score -3.217878e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 257634 members 
Entering Unmasked Estep 
Score: -32178760.000000 Penalty: 6182.980469
	Iteration 40F: 3 clusters Score -3.217876e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 257668 members 
Entering Unmasked Estep 
Score: -32178770.000000 Penalty: 6182.980469
	Iteration 41Q: 3 clusters Score -3.217877e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 257692 members 
Entering Unmasked Estep 
Score: -32178786.000000 Penalty: 6182.980469
	Iteration 42Q: 3 clusters Score -3.217879e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 257712 members 
Entering Unmasked Estep 
Score: -32178766.000000 Penalty: 6182.980469
	Iteration 43Q: 3 clusters Score -3.217877e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 257728 members 
Entering Unmasked Estep 
Score: -32178774.000000 Penalty: 6182.980469
	Iteration 44Q: 3 clusters Score -3.217877e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 257747 members 
Entering Unmasked Estep 
Score: -32178788.000000 Penalty: 6182.980469
	Iteration 45Q: 3 clusters Score -3.217879e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 257756 members 
Entering Unmasked Estep 
Score: -32178774.000000 Penalty: 6182.980469
	Iteration 46Q: 3 clusters Score -3.217877e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 257773 members 
Entering Unmasked Estep 
Score: -32178750.000000 Penalty: 6182.980469
	Iteration 47Q: 3 clusters Score -3.217875e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 257789 members 
Entering Unmasked Estep 
Score: -32178728.000000 Penalty: 6182.980469
	Iteration 48Q: 3 clusters Score -3.217873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 257800 members 
Entering Unmasked Estep 
Score: -32178708.000000 Penalty: 6182.980469
	Iteration 49Q: 3 clusters Score -3.217871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 257808 members 
Entering Unmasked Estep 
Score: -32178716.000000 Penalty: 6182.980469
	Iteration 50Q: 3 clusters Score -3.217872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 257815 members 
Entering Unmasked Estep 
Score: -32178700.000000 Penalty: 6182.980469
	Iteration 51Q: 3 clusters Score -3.21787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 257819 members 
Entering Unmasked Estep 
Score: -32178726.000000 Penalty: 6182.980469
	Iteration 52Q: 3 clusters Score -3.217873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 257825 members 
Entering Unmasked Estep 
Score: -32178692.000000 Penalty: 6182.980469
	Iteration 53Q: 3 clusters Score -3.217869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 257831 members 
Entering Unmasked Estep 
Score: -32178720.000000 Penalty: 6182.980469
	Iteration 54Q: 3 clusters Score -3.217872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 257840 members 
Entering Unmasked Estep 
Score: -32178734.000000 Penalty: 6182.980469
	Iteration 55Q: 3 clusters Score -3.217873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 257844 members 
Entering Unmasked Estep 
Score: -32178718.000000 Penalty: 6182.980469
	Iteration 56Q: 3 clusters Score -3.217872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 257850 members 
Entering Unmasked Estep 
Score: -32178730.000000 Penalty: 6182.980469
	Iteration 57Q: 3 clusters Score -3.217873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 257857 members 
Entering Unmasked Estep 
Score: -32178734.000000 Penalty: 6182.980469
	Iteration 58Q: 3 clusters Score -3.217873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 257866 members 
Entering Unmasked Estep 
Score: -32178714.000000 Penalty: 6182.980469
	Iteration 59Q: 3 clusters Score -3.217871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 257871 members 
Entering Unmasked Estep 
Score: -32178718.000000 Penalty: 6182.980469
	Iteration 60F: 3 clusters Score -3.217872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 257872 members 
Entering Unmasked Estep 
Score: -32178730.000000 Penalty: 6182.980469
	Iteration 61Q: 3 clusters Score -3.217873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 257874 members 
Entering Unmasked Estep 
Score: -32178740.000000 Penalty: 6182.980469
	Iteration 62Q: 3 clusters Score -3.217874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 257876 members 
Entering Unmasked Estep 
Score: -32178710.000000 Penalty: 6182.980469
	Iteration 63Q: 3 clusters Score -3.217871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 257877 members 
Entering Unmasked Estep 
Score: -32178708.000000 Penalty: 6182.980469
	Iteration 64Q: 3 clusters Score -3.217871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 257878 members 
Entering Unmasked Estep 
Score: -32178726.000000 Penalty: 6182.980469
	Iteration 65Q: 3 clusters Score -3.217873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 257879 members 
Entering Unmasked Estep 
Score: -32178724.000000 Penalty: 6182.980469
	Iteration 66Q: 3 clusters Score -3.217872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 257880 members 
Entering Unmasked Estep 
Score: -32178720.000000 Penalty: 6182.980469
	Iteration 67Q: 3 clusters Score -3.217872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 257882 members 
Entering Unmasked Estep 
Score: -32178722.000000 Penalty: 6182.980469
	Iteration 68Q: 3 clusters Score -3.217872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 257883 members 
Entering Unmasked Estep 
Score: -32178706.000000 Penalty: 6182.980469
	Iteration 69Q: 3 clusters Score -3.217871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 257883 members 
Entering Unmasked Estep 
Score: -32178706.000000 Penalty: 6182.980469
	Iteration 70F: 3 clusters Score -3.217871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Entering Unmasked Estep 
Score: -495271.531250 Penalty: 2071.140869
	Iteration 0F: 2 clusters Score -495271.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -491223.343750 Penalty: 4142.281738
	Iteration 0F: 3 clusters Score -491223.3 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -492181.781250 Penalty: 4142.281738
	Iteration 1F: 3 clusters Score -492181.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -492411.468750 Penalty: 4142.281738
	Iteration 2F: 3 clusters Score -492411.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -492568.343750 Penalty: 4142.281738
	Iteration 3F: 3 clusters Score -492568.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -492671.031250 Penalty: 4142.281738
	Iteration 4Q: 3 clusters Score -492671 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -492751.968750 Penalty: 4142.281738
	Iteration 5Q: 3 clusters Score -492752 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -492844.687500 Penalty: 4142.281738
	Iteration 6Q: 3 clusters Score -492844.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -492900.250000 Penalty: 4142.281738
	Iteration 7Q: 3 clusters Score -492900.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -492945.843750 Penalty: 4142.281738
	Iteration 8Q: 3 clusters Score -492945.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -492985.875000 Penalty: 4142.281738
	Iteration 9Q: 3 clusters Score -492985.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -493022.875000 Penalty: 4142.281738
	Iteration 10Q: 3 clusters Score -493022.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -493058.562500 Penalty: 4142.281738
	Iteration 11Q: 3 clusters Score -493058.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -493099.468750 Penalty: 4142.281738
	Iteration 12Q: 3 clusters Score -493099.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -493135.375000 Penalty: 4142.281738
	Iteration 13Q: 3 clusters Score -493135.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -493164.000000 Penalty: 4142.281738
	Iteration 14Q: 3 clusters Score -493164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -493184.437500 Penalty: 4142.281738
	Iteration 15Q: 3 clusters Score -493184.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -493205.062500 Penalty: 4142.281738
	Iteration 16Q: 3 clusters Score -493205.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -493224.218750 Penalty: 4142.281738
	Iteration 17Q: 3 clusters Score -493224.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -493240.843750 Penalty: 4142.281738
	Iteration 18Q: 3 clusters Score -493240.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -493254.781250 Penalty: 4142.281738
	Iteration 19Q: 3 clusters Score -493254.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -493269.781250 Penalty: 4142.281738
	Iteration 20F: 3 clusters Score -493269.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -493284.937500 Penalty: 4142.281738
	Iteration 21Q: 3 clusters Score -493284.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -493308.125000 Penalty: 4142.281738
	Iteration 22Q: 3 clusters Score -493308.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -493325.937500 Penalty: 4142.281738
	Iteration 23Q: 3 clusters Score -493325.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -493340.875000 Penalty: 4142.281738
	Iteration 24Q: 3 clusters Score -493340.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -493354.031250 Penalty: 4142.281738
	Iteration 25Q: 3 clusters Score -493354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -493363.468750 Penalty: 4142.281738
	Iteration 26Q: 3 clusters Score -493363.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -493369.125000 Penalty: 4142.281738
	Iteration 27Q: 3 clusters Score -493369.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -493379.468750 Penalty: 4142.281738
	Iteration 28Q: 3 clusters Score -493379.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -493387.968750 Penalty: 4142.281738
	Iteration 29Q: 3 clusters Score -493388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -493397.843750 Penalty: 4142.281738
	Iteration 30Q: 3 clusters Score -493397.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -493406.781250 Penalty: 4142.281738
	Iteration 31Q: 3 clusters Score -493406.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -493415.812500 Penalty: 4142.281738
	Iteration 32Q: 3 clusters Score -493415.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -493428.906250 Penalty: 4142.281738
	Iteration 33Q: 3 clusters Score -493428.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -493440.125000 Penalty: 4142.281738
	Iteration 34Q: 3 clusters Score -493440.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -493453.468750 Penalty: 4142.281738
	Iteration 35Q: 3 clusters Score -493453.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -493458.812500 Penalty: 4142.281738
	Iteration 36Q: 3 clusters Score -493458.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -493462.093750 Penalty: 4142.281738
	Iteration 37Q: 3 clusters Score -493462.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -493466.593750 Penalty: 4142.281738
	Iteration 38Q: 3 clusters Score -493466.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -493467.968750 Penalty: 4142.281738
	Iteration 39Q: 3 clusters Score -493468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -493469.562500 Penalty: 4142.281738
	Iteration 40F: 3 clusters Score -493469.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -493469.750000 Penalty: 4142.281738
	Iteration 41Q: 3 clusters Score -493469.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -493471.750000 Penalty: 4142.281738
	Iteration 42Q: 3 clusters Score -493471.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -493472.468750 Penalty: 4142.281738
	Iteration 43Q: 3 clusters Score -493472.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -493473.718750 Penalty: 4142.281738
	Iteration 44Q: 3 clusters Score -493473.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -493473.937500 Penalty: 4142.281738
	Iteration 45Q: 3 clusters Score -493473.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -493475.250000 Penalty: 4142.281738
	Iteration 46Q: 3 clusters Score -493475.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -493475.250000 Penalty: 4142.281738
	Iteration 47F: 3 clusters Score -493475.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Entering Unmasked Estep 
Score: -1247572.625000 Penalty: 2294.533936
	Iteration 0F: 2 clusters Score -1247573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1239638.250000 Penalty: 4589.067871
	Iteration 0F: 3 clusters Score -1239638 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1242134.750000 Penalty: 4589.067871
	Iteration 1F: 3 clusters Score -1242135 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1242701.250000 Penalty: 4589.067871
	Iteration 2F: 3 clusters Score -1242701 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1243234.500000 Penalty: 4589.067871
	Iteration 3F: 3 clusters Score -1243234 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1243733.125000 Penalty: 4589.067871
	Iteration 4F: 3 clusters Score -1243733 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1244125.875000 Penalty: 4589.067871
	Iteration 5F: 3 clusters Score -1244126 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1244470.500000 Penalty: 4589.067871
	Iteration 6F: 3 clusters Score -1244470 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1244751.000000 Penalty: 4589.067871
	Iteration 7Q: 3 clusters Score -1244751 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1244978.750000 Penalty: 4589.067871
	Iteration 8Q: 3 clusters Score -1244979 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1245150.625000 Penalty: 4589.067871
	Iteration 9Q: 3 clusters Score -1245151 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1245295.875000 Penalty: 4589.067871
	Iteration 10Q: 3 clusters Score -1245296 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1245413.375000 Penalty: 4589.067871
	Iteration 11Q: 3 clusters Score -1245413 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1245538.750000 Penalty: 4589.067871
	Iteration 12Q: 3 clusters Score -1245539 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1245665.875000 Penalty: 4589.067871
	Iteration 13Q: 3 clusters Score -1245666 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1245755.750000 Penalty: 4589.067871
	Iteration 14Q: 3 clusters Score -1245756 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1245800.500000 Penalty: 4589.067871
	Iteration 15Q: 3 clusters Score -1245800 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1245831.375000 Penalty: 4589.067871
	Iteration 16Q: 3 clusters Score -1245831 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1245849.000000 Penalty: 4589.067871
	Iteration 17Q: 3 clusters Score -1245849 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1245862.125000 Penalty: 4589.067871
	Iteration 18Q: 3 clusters Score -1245862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1245881.000000 Penalty: 4589.067871
	Iteration 19Q: 3 clusters Score -1245881 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1245890.625000 Penalty: 4589.067871
	Iteration 20F: 3 clusters Score -1245891 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1245900.000000 Penalty: 4589.067871
	Iteration 21Q: 3 clusters Score -1245900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1245903.875000 Penalty: 4589.067871
	Iteration 22Q: 3 clusters Score -1245904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1245905.000000 Penalty: 4589.067871
	Iteration 23Q: 3 clusters Score -1245905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1245909.500000 Penalty: 4589.067871
	Iteration 24Q: 3 clusters Score -1245910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1245912.000000 Penalty: 4589.067871
	Iteration 25Q: 3 clusters Score -1245912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1245914.125000 Penalty: 4589.067871
	Iteration 26Q: 3 clusters Score -1245914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1245916.500000 Penalty: 4589.067871
	Iteration 27Q: 3 clusters Score -1245916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1245920.375000 Penalty: 4589.067871
	Iteration 28Q: 3 clusters Score -1245920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1245921.625000 Penalty: 4589.067871
	Iteration 29Q: 3 clusters Score -1245922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1245923.500000 Penalty: 4589.067871
	Iteration 30Q: 3 clusters Score -1245924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1245928.875000 Penalty: 4589.067871
	Iteration 31Q: 3 clusters Score -1245929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1245932.000000 Penalty: 4589.067871
	Iteration 32Q: 3 clusters Score -1245932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1245934.125000 Penalty: 4589.067871
	Iteration 33Q: 3 clusters Score -1245934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1245939.500000 Penalty: 4589.067871
	Iteration 34Q: 3 clusters Score -1245940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1245942.250000 Penalty: 4589.067871
	Iteration 35Q: 3 clusters Score -1245942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1245942.000000 Penalty: 4589.067871
	Iteration 36Q: 3 clusters Score -1245942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1245943.750000 Penalty: 4589.067871
	Iteration 37Q: 3 clusters Score -1245944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1245943.500000 Penalty: 4589.067871
	Iteration 38Q: 3 clusters Score -1245944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1245944.375000 Penalty: 4589.067871
	Iteration 39Q: 3 clusters Score -1245944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1245946.000000 Penalty: 4589.067871
	Iteration 40F: 3 clusters Score -1245946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1245949.750000 Penalty: 4589.067871
	Iteration 41Q: 3 clusters Score -1245950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1245949.750000 Penalty: 4589.067871
	Iteration 42Q: 3 clusters Score -1245950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1245953.250000 Penalty: 4589.067871
	Iteration 43Q: 3 clusters Score -1245953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1245954.375000 Penalty: 4589.067871
	Iteration 44Q: 3 clusters Score -1245954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1245966.000000 Penalty: 4589.067871
	Iteration 45Q: 3 clusters Score -1245966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1245976.500000 Penalty: 4589.067871
	Iteration 46Q: 3 clusters Score -1245976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1245984.375000 Penalty: 4589.067871
	Iteration 47Q: 3 clusters Score -1245984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1245994.375000 Penalty: 4589.067871
	Iteration 48Q: 3 clusters Score -1245994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1246005.000000 Penalty: 4589.067871
	Iteration 49Q: 3 clusters Score -1246005 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1246023.750000 Penalty: 4589.067871
	Iteration 50Q: 3 clusters Score -1246024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1246061.375000 Penalty: 4589.067871
	Iteration 51Q: 3 clusters Score -1246061 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1246100.500000 Penalty: 4589.067871
	Iteration 52Q: 3 clusters Score -1246100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1246146.625000 Penalty: 4589.067871
	Iteration 53Q: 3 clusters Score -1246147 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1246184.375000 Penalty: 4589.067871
	Iteration 54Q: 3 clusters Score -1246184 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1246211.250000 Penalty: 4589.067871
	Iteration 55Q: 3 clusters Score -1246211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1246219.125000 Penalty: 4589.067871
	Iteration 56Q: 3 clusters Score -1246219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1246232.250000 Penalty: 4589.067871
	Iteration 57Q: 3 clusters Score -1246232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1246237.375000 Penalty: 4589.067871
	Iteration 58Q: 3 clusters Score -1246237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1246239.000000 Penalty: 4589.067871
	Iteration 59Q: 3 clusters Score -1246239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1246242.125000 Penalty: 4589.067871
	Iteration 60F: 3 clusters Score -1246242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1246242.625000 Penalty: 4589.067871
	Iteration 61Q: 3 clusters Score -1246243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1246243.625000 Penalty: 4589.067871
	Iteration 62Q: 3 clusters Score -1246244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1246241.875000 Penalty: 4589.067871
	Iteration 63Q: 3 clusters Score -1246242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1246243.375000 Penalty: 4589.067871
	Iteration 64Q: 3 clusters Score -1246243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1246245.750000 Penalty: 4589.067871
	Iteration 65Q: 3 clusters Score -1246246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1246245.500000 Penalty: 4589.067871
	Iteration 66Q: 3 clusters Score -1246246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1246245.625000 Penalty: 4589.067871
	Iteration 67Q: 3 clusters Score -1246246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1246248.125000 Penalty: 4589.067871
	Iteration 68Q: 3 clusters Score -1246248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1246248.125000 Penalty: 4589.067871
	Iteration 69F: 3 clusters Score -1246248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56873 members 
Entering Unmasked Estep 
Score: -7146682.000000 Penalty: 2715.246826
	Iteration 0F: 2 clusters Score -7146682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -7108254.000000 Penalty: 5430.493652
	Iteration 0F: 3 clusters Score -7108254 nChanged 26357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -7122738.500000 Penalty: 5430.493652
	Iteration 1F: 3 clusters Score -7122738 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -7123273.500000 Penalty: 5430.493652
	Iteration 2Q: 3 clusters Score -7123274 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -7123806.500000 Penalty: 5430.493652
	Iteration 3Q: 3 clusters Score -7123806 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -7124319.500000 Penalty: 5430.493652
	Iteration 4Q: 3 clusters Score -7124320 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -7124855.500000 Penalty: 5430.493652
	Iteration 5Q: 3 clusters Score -7124856 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -7125390.000000 Penalty: 5430.493652
	Iteration 6Q: 3 clusters Score -7125390 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -7126092.000000 Penalty: 5430.493652
	Iteration 7Q: 3 clusters Score -7126092 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -7127025.000000 Penalty: 5430.493652
	Iteration 8Q: 3 clusters Score -7127025 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -7128389.000000 Penalty: 5430.493652
	Iteration 9Q: 3 clusters Score -7128389 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -7130368.500000 Penalty: 5430.493652
	Iteration 10F: 3 clusters Score -7130368 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -7133119.000000 Penalty: 5430.493652
	Iteration 11F: 3 clusters Score -7133119 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -7136223.000000 Penalty: 5430.493652
	Iteration 12F: 3 clusters Score -7136223 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -7138871.500000 Penalty: 5430.493652
	Iteration 13F: 3 clusters Score -7138872 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -7140627.500000 Penalty: 5430.493652
	Iteration 14Q: 3 clusters Score -7140628 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -7141502.500000 Penalty: 5430.493652
	Iteration 15Q: 3 clusters Score -7141502 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -7142099.000000 Penalty: 5430.493652
	Iteration 16Q: 3 clusters Score -7142099 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -7142485.000000 Penalty: 5430.493652
	Iteration 17Q: 3 clusters Score -7142485 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -7142790.000000 Penalty: 5430.493652
	Iteration 18Q: 3 clusters Score -7142790 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -7143044.500000 Penalty: 5430.493652
	Iteration 19Q: 3 clusters Score -7143044 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -7143264.000000 Penalty: 5430.493652
	Iteration 20F: 3 clusters Score -7143264 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51135 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -7143470.000000 Penalty: 5430.493652
	Iteration 21Q: 3 clusters Score -7143470 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -7143639.000000 Penalty: 5430.493652
	Iteration 22Q: 3 clusters Score -7143639 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -7143823.000000 Penalty: 5430.493652
	Iteration 23Q: 3 clusters Score -7143823 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -7143962.000000 Penalty: 5430.493652
	Iteration 24Q: 3 clusters Score -7143962 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -7144078.000000 Penalty: 5430.493652
	Iteration 25Q: 3 clusters Score -7144078 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -7144216.500000 Penalty: 5430.493652
	Iteration 26Q: 3 clusters Score -7144216 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -7144333.500000 Penalty: 5430.493652
	Iteration 27Q: 3 clusters Score -7144334 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -7144433.000000 Penalty: 5430.493652
	Iteration 28Q: 3 clusters Score -7144433 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -7144524.500000 Penalty: 5430.493652
	Iteration 29Q: 3 clusters Score -7144524 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -7144583.000000 Penalty: 5430.493652
	Iteration 30Q: 3 clusters Score -7144583 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54212 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -7144633.500000 Penalty: 5430.493652
	Iteration 31Q: 3 clusters Score -7144634 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -7144667.000000 Penalty: 5430.493652
	Iteration 32Q: 3 clusters Score -7144667 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -7144708.500000 Penalty: 5430.493652
	Iteration 33Q: 3 clusters Score -7144708 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54500 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -7144732.500000 Penalty: 5430.493652
	Iteration 34Q: 3 clusters Score -7144732 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -7144753.500000 Penalty: 5430.493652
	Iteration 35Q: 3 clusters Score -7144754 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54644 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -7144795.500000 Penalty: 5430.493652
	Iteration 36Q: 3 clusters Score -7144796 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -7144808.000000 Penalty: 5430.493652
	Iteration 37Q: 3 clusters Score -7144808 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7144846.000000 Penalty: 5430.493652
	Iteration 38Q: 3 clusters Score -7144846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -7144861.500000 Penalty: 5430.493652
	Iteration 39Q: 3 clusters Score -7144862 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -7144872.000000 Penalty: 5430.493652
	Iteration 40F: 3 clusters Score -7144872 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54893 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7144891.500000 Penalty: 5430.493652
	Iteration 41Q: 3 clusters Score -7144892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54913 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -7144898.500000 Penalty: 5430.493652
	Iteration 42Q: 3 clusters Score -7144898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54927 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -7144886.000000 Penalty: 5430.493652
	Iteration 43Q: 3 clusters Score -7144886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54942 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -7144885.500000 Penalty: 5430.493652
	Iteration 44Q: 3 clusters Score -7144886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -7144896.500000 Penalty: 5430.493652
	Iteration 45Q: 3 clusters Score -7144896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54956 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -7144899.500000 Penalty: 5430.493652
	Iteration 46Q: 3 clusters Score -7144900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -7144899.500000 Penalty: 5430.493652
	Iteration 47Q: 3 clusters Score -7144900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -7144900.000000 Penalty: 5430.493652
	Iteration 48Q: 3 clusters Score -7144900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54986 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7144898.000000 Penalty: 5430.493652
	Iteration 49Q: 3 clusters Score -7144898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54988 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -7144903.000000 Penalty: 5430.493652
	Iteration 50Q: 3 clusters Score -7144903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54988 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -7144902.000000 Penalty: 5430.493652
	Iteration 51Q: 3 clusters Score -7144902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -7144903.500000 Penalty: 5430.493652
	Iteration 52Q: 3 clusters Score -7144904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54991 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -7144903.500000 Penalty: 5430.493652
	Iteration 53Q: 3 clusters Score -7144904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -7144909.500000 Penalty: 5430.493652
	Iteration 54Q: 3 clusters Score -7144910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -7144909.500000 Penalty: 5430.493652
	Iteration 55F: 3 clusters Score -7144910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Entering Unmasked Estep 
Score: -2467982.500000 Penalty: 2458.876221
	Iteration 0F: 2 clusters Score -2467982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2453768.000000 Penalty: 4917.752441
	Iteration 0F: 3 clusters Score -2453768 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2458447.500000 Penalty: 4917.752441
	Iteration 1F: 3 clusters Score -2458448 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2458747.500000 Penalty: 4917.752441
	Iteration 2Q: 3 clusters Score -2458748 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2458992.500000 Penalty: 4917.752441
	Iteration 3Q: 3 clusters Score -2458992 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2459188.000000 Penalty: 4917.752441
	Iteration 4Q: 3 clusters Score -2459188 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2459349.000000 Penalty: 4917.752441
	Iteration 5Q: 3 clusters Score -2459349 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2459492.000000 Penalty: 4917.752441
	Iteration 6Q: 3 clusters Score -2459492 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2459656.500000 Penalty: 4917.752441
	Iteration 7Q: 3 clusters Score -2459656 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2459838.250000 Penalty: 4917.752441
	Iteration 8Q: 3 clusters Score -2459838 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2460068.250000 Penalty: 4917.752441
	Iteration 9Q: 3 clusters Score -2460068 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2460317.000000 Penalty: 4917.752441
	Iteration 10Q: 3 clusters Score -2460317 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2460630.500000 Penalty: 4917.752441
	Iteration 11Q: 3 clusters Score -2460630 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2461002.250000 Penalty: 4917.752441
	Iteration 12Q: 3 clusters Score -2461002 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2461480.500000 Penalty: 4917.752441
	Iteration 13Q: 3 clusters Score -2461480 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2462075.000000 Penalty: 4917.752441
	Iteration 14Q: 3 clusters Score -2462075 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2462773.500000 Penalty: 4917.752441
	Iteration 15Q: 3 clusters Score -2462774 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2463397.750000 Penalty: 4917.752441
	Iteration 16Q: 3 clusters Score -2463398 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2463952.000000 Penalty: 4917.752441
	Iteration 17Q: 3 clusters Score -2463952 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2464427.000000 Penalty: 4917.752441
	Iteration 18Q: 3 clusters Score -2464427 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -2464767.750000 Penalty: 4917.752441
	Iteration 19Q: 3 clusters Score -2464768 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2465046.500000 Penalty: 4917.752441
	Iteration 20F: 3 clusters Score -2465046 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2465252.000000 Penalty: 4917.752441
	Iteration 21Q: 3 clusters Score -2465252 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2465403.500000 Penalty: 4917.752441
	Iteration 22Q: 3 clusters Score -2465404 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2465530.500000 Penalty: 4917.752441
	Iteration 23Q: 3 clusters Score -2465530 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2465607.250000 Penalty: 4917.752441
	Iteration 24Q: 3 clusters Score -2465607 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -2465659.500000 Penalty: 4917.752441
	Iteration 25Q: 3 clusters Score -2465660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2465694.500000 Penalty: 4917.752441
	Iteration 26Q: 3 clusters Score -2465694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2465728.250000 Penalty: 4917.752441
	Iteration 27Q: 3 clusters Score -2465728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2465748.250000 Penalty: 4917.752441
	Iteration 28Q: 3 clusters Score -2465748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2465766.250000 Penalty: 4917.752441
	Iteration 29Q: 3 clusters Score -2465766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2465779.750000 Penalty: 4917.752441
	Iteration 30Q: 3 clusters Score -2465780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2465794.750000 Penalty: 4917.752441
	Iteration 31Q: 3 clusters Score -2465795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2465802.750000 Penalty: 4917.752441
	Iteration 32Q: 3 clusters Score -2465803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2465807.500000 Penalty: 4917.752441
	Iteration 33Q: 3 clusters Score -2465808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2465817.000000 Penalty: 4917.752441
	Iteration 34Q: 3 clusters Score -2465817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2465827.250000 Penalty: 4917.752441
	Iteration 35Q: 3 clusters Score -2465827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2465831.500000 Penalty: 4917.752441
	Iteration 36Q: 3 clusters Score -2465832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -2465830.500000 Penalty: 4917.752441
	Iteration 37Q: 3 clusters Score -2465830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2465827.500000 Penalty: 4917.752441
	Iteration 38Q: 3 clusters Score -2465828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2465828.500000 Penalty: 4917.752441
	Iteration 39Q: 3 clusters Score -2465828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2465831.750000 Penalty: 4917.752441
	Iteration 40F: 3 clusters Score -2465832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2465833.000000 Penalty: 4917.752441
	Iteration 41Q: 3 clusters Score -2465833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2465833.000000 Penalty: 4917.752441
	Iteration 42F: 3 clusters Score -2465833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Entering Unmasked Estep 
Score: -2729883.500000 Penalty: 2486.034668
	Iteration 0F: 2 clusters Score -2729884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2714060.750000 Penalty: 4972.069336
	Iteration 0F: 3 clusters Score -2714061 nChanged 10039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2719625.750000 Penalty: 4972.069336
	Iteration 1F: 3 clusters Score -2719626 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2720141.750000 Penalty: 4972.069336
	Iteration 2F: 3 clusters Score -2720142 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2720640.250000 Penalty: 4972.069336
	Iteration 3F: 3 clusters Score -2720640 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2721190.500000 Penalty: 4972.069336
	Iteration 4F: 3 clusters Score -2721190 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2721885.250000 Penalty: 4972.069336
	Iteration 5F: 3 clusters Score -2721885 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2722775.500000 Penalty: 4972.069336
	Iteration 6F: 3 clusters Score -2722776 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2724005.000000 Penalty: 4972.069336
	Iteration 7F: 3 clusters Score -2724005 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2725284.750000 Penalty: 4972.069336
	Iteration 8F: 3 clusters Score -2725285 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2726302.250000 Penalty: 4972.069336
	Iteration 9F: 3 clusters Score -2726302 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2726933.000000 Penalty: 4972.069336
	Iteration 10Q: 3 clusters Score -2726933 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2727313.250000 Penalty: 4972.069336
	Iteration 11Q: 3 clusters Score -2727313 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2727549.250000 Penalty: 4972.069336
	Iteration 12Q: 3 clusters Score -2727549 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2727723.250000 Penalty: 4972.069336
	Iteration 13Q: 3 clusters Score -2727723 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2727866.250000 Penalty: 4972.069336
	Iteration 14Q: 3 clusters Score -2727866 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2727982.500000 Penalty: 4972.069336
	Iteration 15Q: 3 clusters Score -2727982 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2728092.250000 Penalty: 4972.069336
	Iteration 16Q: 3 clusters Score -2728092 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2728196.000000 Penalty: 4972.069336
	Iteration 17Q: 3 clusters Score -2728196 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2728293.250000 Penalty: 4972.069336
	Iteration 18Q: 3 clusters Score -2728293 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2728363.750000 Penalty: 4972.069336
	Iteration 19Q: 3 clusters Score -2728364 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2728417.750000 Penalty: 4972.069336
	Iteration 20F: 3 clusters Score -2728418 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2728465.000000 Penalty: 4972.069336
	Iteration 21Q: 3 clusters Score -2728465 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2728492.750000 Penalty: 4972.069336
	Iteration 22Q: 3 clusters Score -2728493 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2728507.500000 Penalty: 4972.069336
	Iteration 23Q: 3 clusters Score -2728508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2728530.750000 Penalty: 4972.069336
	Iteration 24Q: 3 clusters Score -2728531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2728563.250000 Penalty: 4972.069336
	Iteration 25Q: 3 clusters Score -2728563 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2728570.000000 Penalty: 4972.069336
	Iteration 26Q: 3 clusters Score -2728570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2728583.000000 Penalty: 4972.069336
	Iteration 27Q: 3 clusters Score -2728583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2728583.750000 Penalty: 4972.069336
	Iteration 28Q: 3 clusters Score -2728584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2728587.500000 Penalty: 4972.069336
	Iteration 29Q: 3 clusters Score -2728588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2728586.500000 Penalty: 4972.069336
	Iteration 30Q: 3 clusters Score -2728586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2728582.000000 Penalty: 4972.069336
	Iteration 31Q: 3 clusters Score -2728582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2728584.500000 Penalty: 4972.069336
	Iteration 32Q: 3 clusters Score -2728584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2728586.000000 Penalty: 4972.069336
	Iteration 33Q: 3 clusters Score -2728586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2728586.000000 Penalty: 4972.069336
	Iteration 34Q: 3 clusters Score -2728586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2728586.000000 Penalty: 4972.069336
	Iteration 35F: 3 clusters Score -2728586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Entering Unmasked Estep 
Score: -3157675.500000 Penalty: 2542.730713
	Iteration 0F: 2 clusters Score -3157676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -3138162.750000 Penalty: 5085.461426
	Iteration 0F: 3 clusters Score -3138163 nChanged 12777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -3145404.250000 Penalty: 5085.461426
	Iteration 1F: 3 clusters Score -3145404 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3146111.250000 Penalty: 5085.461426
	Iteration 2F: 3 clusters Score -3146111 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -3146885.500000 Penalty: 5085.461426
	Iteration 3F: 3 clusters Score -3146886 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -3147709.000000 Penalty: 5085.461426
	Iteration 4F: 3 clusters Score -3147709 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3148589.250000 Penalty: 5085.461426
	Iteration 5F: 3 clusters Score -3148589 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -3149575.750000 Penalty: 5085.461426
	Iteration 6F: 3 clusters Score -3149576 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -3150500.500000 Penalty: 5085.461426
	Iteration 7F: 3 clusters Score -3150500 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -3151311.000000 Penalty: 5085.461426
	Iteration 8F: 3 clusters Score -3151311 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3151905.750000 Penalty: 5085.461426
	Iteration 9Q: 3 clusters Score -3151906 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3152371.500000 Penalty: 5085.461426
	Iteration 10Q: 3 clusters Score -3152372 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -3152666.750000 Penalty: 5085.461426
	Iteration 11Q: 3 clusters Score -3152667 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -3152899.250000 Penalty: 5085.461426
	Iteration 12Q: 3 clusters Score -3152899 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -3153112.500000 Penalty: 5085.461426
	Iteration 13Q: 3 clusters Score -3153112 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -3153247.000000 Penalty: 5085.461426
	Iteration 14Q: 3 clusters Score -3153247 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -3153388.250000 Penalty: 5085.461426
	Iteration 15Q: 3 clusters Score -3153388 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -3153532.250000 Penalty: 5085.461426
	Iteration 16Q: 3 clusters Score -3153532 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -3153644.500000 Penalty: 5085.461426
	Iteration 17Q: 3 clusters Score -3153644 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -3153737.750000 Penalty: 5085.461426
	Iteration 18Q: 3 clusters Score -3153738 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -3153856.500000 Penalty: 5085.461426
	Iteration 19Q: 3 clusters Score -3153856 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -3153972.500000 Penalty: 5085.461426
	Iteration 20F: 3 clusters Score -3153972 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -3154100.000000 Penalty: 5085.461426
	Iteration 21Q: 3 clusters Score -3154100 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -3154250.500000 Penalty: 5085.461426
	Iteration 22Q: 3 clusters Score -3154250 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -3154377.250000 Penalty: 5085.461426
	Iteration 23Q: 3 clusters Score -3154377 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -3154504.250000 Penalty: 5085.461426
	Iteration 24Q: 3 clusters Score -3154504 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -3154630.250000 Penalty: 5085.461426
	Iteration 25Q: 3 clusters Score -3154630 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -3154765.000000 Penalty: 5085.461426
	Iteration 26Q: 3 clusters Score -3154765 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -3154913.250000 Penalty: 5085.461426
	Iteration 27Q: 3 clusters Score -3154913 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -3155035.500000 Penalty: 5085.461426
	Iteration 28Q: 3 clusters Score -3155036 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -3155160.250000 Penalty: 5085.461426
	Iteration 29Q: 3 clusters Score -3155160 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -3155301.750000 Penalty: 5085.461426
	Iteration 30Q: 3 clusters Score -3155302 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -3155422.000000 Penalty: 5085.461426
	Iteration 31Q: 3 clusters Score -3155422 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -3155573.750000 Penalty: 5085.461426
	Iteration 32Q: 3 clusters Score -3155574 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -3155702.000000 Penalty: 5085.461426
	Iteration 33Q: 3 clusters Score -3155702 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -3155837.500000 Penalty: 5085.461426
	Iteration 34Q: 3 clusters Score -3155838 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -3155947.500000 Penalty: 5085.461426
	Iteration 35Q: 3 clusters Score -3155948 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3156068.750000 Penalty: 5085.461426
	Iteration 36Q: 3 clusters Score -3156069 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -3156147.500000 Penalty: 5085.461426
	Iteration 37Q: 3 clusters Score -3156148 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3156206.250000 Penalty: 5085.461426
	Iteration 38Q: 3 clusters Score -3156206 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3156267.500000 Penalty: 5085.461426
	Iteration 39Q: 3 clusters Score -3156268 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3156304.000000 Penalty: 5085.461426
	Iteration 40F: 3 clusters Score -3156304 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3156328.250000 Penalty: 5085.461426
	Iteration 41Q: 3 clusters Score -3156328 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3156350.750000 Penalty: 5085.461426
	Iteration 42Q: 3 clusters Score -3156351 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3156368.250000 Penalty: 5085.461426
	Iteration 43Q: 3 clusters Score -3156368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3156375.250000 Penalty: 5085.461426
	Iteration 44Q: 3 clusters Score -3156375 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3156379.000000 Penalty: 5085.461426
	Iteration 45Q: 3 clusters Score -3156379 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3156399.250000 Penalty: 5085.461426
	Iteration 46Q: 3 clusters Score -3156399 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3156399.250000 Penalty: 5085.461426
	Iteration 47Q: 3 clusters Score -3156399 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3156418.500000 Penalty: 5085.461426
	Iteration 48Q: 3 clusters Score -3156418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3156426.250000 Penalty: 5085.461426
	Iteration 49Q: 3 clusters Score -3156426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3156430.500000 Penalty: 5085.461426
	Iteration 50Q: 3 clusters Score -3156430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3156438.250000 Penalty: 5085.461426
	Iteration 51Q: 3 clusters Score -3156438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3156437.000000 Penalty: 5085.461426
	Iteration 52Q: 3 clusters Score -3156437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3156442.250000 Penalty: 5085.461426
	Iteration 53Q: 3 clusters Score -3156442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3156448.000000 Penalty: 5085.461426
	Iteration 54Q: 3 clusters Score -3156448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3156457.500000 Penalty: 5085.461426
	Iteration 55Q: 3 clusters Score -3156458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3156454.750000 Penalty: 5085.461426
	Iteration 56Q: 3 clusters Score -3156455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3156462.250000 Penalty: 5085.461426
	Iteration 57Q: 3 clusters Score -3156462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3156461.000000 Penalty: 5085.461426
	Iteration 58Q: 3 clusters Score -3156461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3156459.250000 Penalty: 5085.461426
	Iteration 59Q: 3 clusters Score -3156459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3156460.500000 Penalty: 5085.461426
	Iteration 60F: 3 clusters Score -3156460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3156460.500000 Penalty: 5085.461426
	Iteration 61Q: 3 clusters Score -3156460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3156458.250000 Penalty: 5085.461426
	Iteration 62Q: 3 clusters Score -3156458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3156458.000000 Penalty: 5085.461426
	Iteration 63Q: 3 clusters Score -3156458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3156455.250000 Penalty: 5085.461426
	Iteration 64Q: 3 clusters Score -3156455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3156456.250000 Penalty: 5085.461426
	Iteration 65Q: 3 clusters Score -3156456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3156464.250000 Penalty: 5085.461426
	Iteration 66Q: 3 clusters Score -3156464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3156463.000000 Penalty: 5085.461426
	Iteration 67Q: 3 clusters Score -3156463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3156460.750000 Penalty: 5085.461426
	Iteration 68Q: 3 clusters Score -3156461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3156466.000000 Penalty: 5085.461426
	Iteration 69Q: 3 clusters Score -3156466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3156466.000000 Penalty: 5085.461426
	Iteration 70F: 3 clusters Score -3156466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (81612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81612 members 
Entering Unmasked Estep 
Score: -10287257.000000 Penalty: 2804.813477
	Iteration 0F: 2 clusters Score -1.028726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -10232685.000000 Penalty: 5609.626953
	Iteration 0F: 3 clusters Score -1.023268e+07 nChanged 38302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -10254676.000000 Penalty: 5609.626953
	Iteration 1F: 3 clusters Score -1.025468e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -10255613.000000 Penalty: 5609.626953
	Iteration 2Q: 3 clusters Score -1.025561e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -10257118.000000 Penalty: 5609.626953
	Iteration 3Q: 3 clusters Score -1.025712e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -10259593.000000 Penalty: 5609.626953
	Iteration 4F: 3 clusters Score -1.025959e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 58377 members 
Entering Unmasked Estep 
Score: -10263683.000000 Penalty: 5609.626953
	Iteration 5F: 3 clusters Score -1.026368e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -10269548.000000 Penalty: 5609.626953
	Iteration 6F: 3 clusters Score -1.026955e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 71592 members 
Entering Unmasked Estep 
Score: -10276027.000000 Penalty: 5609.626953
	Iteration 7F: 3 clusters Score -1.027603e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 76105 members 
Entering Unmasked Estep 
Score: -10280652.000000 Penalty: 5609.626953
	Iteration 8F: 3 clusters Score -1.028065e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 78443 members 
Entering Unmasked Estep 
Score: -10282972.000000 Penalty: 5609.626953
	Iteration 9Q: 3 clusters Score -1.028297e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 79463 members 
Entering Unmasked Estep 
Score: -10283998.000000 Penalty: 5609.626953
	Iteration 10Q: 3 clusters Score -1.0284e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 79918 members 
Entering Unmasked Estep 
Score: -10284465.000000 Penalty: 5609.626953
	Iteration 11Q: 3 clusters Score -1.028446e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 80153 members 
Entering Unmasked Estep 
Score: -10284768.000000 Penalty: 5609.626953
	Iteration 12Q: 3 clusters Score -1.028477e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 80252 members 
Entering Unmasked Estep 
Score: -10284919.000000 Penalty: 5609.626953
	Iteration 13Q: 3 clusters Score -1.028492e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 80276 members 
Entering Unmasked Estep 
Score: -10285043.000000 Penalty: 5609.626953
	Iteration 14Q: 3 clusters Score -1.028504e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 80283 members 
Entering Unmasked Estep 
Score: -10285100.000000 Penalty: 5609.626953
	Iteration 15Q: 3 clusters Score -1.02851e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 80271 members 
Entering Unmasked Estep 
Score: -10285161.000000 Penalty: 5609.626953
	Iteration 16Q: 3 clusters Score -1.028516e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 80255 members 
Entering Unmasked Estep 
Score: -10285182.000000 Penalty: 5609.626953
	Iteration 17Q: 3 clusters Score -1.028518e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 80244 members 
Entering Unmasked Estep 
Score: -10285221.000000 Penalty: 5609.626953
	Iteration 18Q: 3 clusters Score -1.028522e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 80230 members 
Entering Unmasked Estep 
Score: -10285226.000000 Penalty: 5609.626953
	Iteration 19Q: 3 clusters Score -1.028523e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 80217 members 
Entering Unmasked Estep 
Score: -10285233.000000 Penalty: 5609.626953
	Iteration 20F: 3 clusters Score -1.028523e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 80197 members 
Entering Unmasked Estep 
Score: -10285250.000000 Penalty: 5609.626953
	Iteration 21Q: 3 clusters Score -1.028525e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 80182 members 
Entering Unmasked Estep 
Score: -10285268.000000 Penalty: 5609.626953
	Iteration 22Q: 3 clusters Score -1.028527e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 80175 members 
Entering Unmasked Estep 
Score: -10285303.000000 Penalty: 5609.626953
	Iteration 23Q: 3 clusters Score -1.02853e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 80158 members 
Entering Unmasked Estep 
Score: -10285325.000000 Penalty: 5609.626953
	Iteration 24Q: 3 clusters Score -1.028532e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 80154 members 
Entering Unmasked Estep 
Score: -10285344.000000 Penalty: 5609.626953
	Iteration 25Q: 3 clusters Score -1.028534e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 80153 members 
Entering Unmasked Estep 
Score: -10285362.000000 Penalty: 5609.626953
	Iteration 26Q: 3 clusters Score -1.028536e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 80141 members 
Entering Unmasked Estep 
Score: -10285369.000000 Penalty: 5609.626953
	Iteration 27Q: 3 clusters Score -1.028537e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 80124 members 
Entering Unmasked Estep 
Score: -10285368.000000 Penalty: 5609.626953
	Iteration 28Q: 3 clusters Score -1.028537e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 80116 members 
Entering Unmasked Estep 
Score: -10285380.000000 Penalty: 5609.626953
	Iteration 29Q: 3 clusters Score -1.028538e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 80109 members 
Entering Unmasked Estep 
Score: -10285383.000000 Penalty: 5609.626953
	Iteration 30Q: 3 clusters Score -1.028538e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 80103 members 
Entering Unmasked Estep 
Score: -10285385.000000 Penalty: 5609.626953
	Iteration 31Q: 3 clusters Score -1.028538e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 80101 members 
Entering Unmasked Estep 
Score: -10285399.000000 Penalty: 5609.626953
	Iteration 32Q: 3 clusters Score -1.02854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 80099 members 
Entering Unmasked Estep 
Score: -10285400.000000 Penalty: 5609.626953
	Iteration 33Q: 3 clusters Score -1.02854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 80100 members 
Entering Unmasked Estep 
Score: -10285399.000000 Penalty: 5609.626953
	Iteration 34Q: 3 clusters Score -1.02854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 80104 members 
Entering Unmasked Estep 
Score: -10285396.000000 Penalty: 5609.626953
	Iteration 35Q: 3 clusters Score -1.02854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 80101 members 
Entering Unmasked Estep 
Score: -10285396.000000 Penalty: 5609.626953
	Iteration 36Q: 3 clusters Score -1.02854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 80099 members 
Entering Unmasked Estep 
Score: -10285398.000000 Penalty: 5609.626953
	Iteration 37Q: 3 clusters Score -1.02854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -10285412.000000 Penalty: 5609.626953
	Iteration 38Q: 3 clusters Score -1.028541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 80093 members 
Entering Unmasked Estep 
Score: -10285413.000000 Penalty: 5609.626953
	Iteration 39Q: 3 clusters Score -1.028541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 80089 members 
Entering Unmasked Estep 
Score: -10285406.000000 Penalty: 5609.626953
	Iteration 40F: 3 clusters Score -1.028541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 80088 members 
Entering Unmasked Estep 
Score: -10285404.000000 Penalty: 5609.626953
	Iteration 41Q: 3 clusters Score -1.02854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 80088 members 
Entering Unmasked Estep 
Score: -10285405.000000 Penalty: 5609.626953
	Iteration 42Q: 3 clusters Score -1.02854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 80089 members 
Entering Unmasked Estep 
Score: -10285423.000000 Penalty: 5609.626953
	Iteration 43Q: 3 clusters Score -1.028542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 80086 members 
Entering Unmasked Estep 
Score: -10285417.000000 Penalty: 5609.626953
	Iteration 44Q: 3 clusters Score -1.028542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 80086 members 
Entering Unmasked Estep 
Score: -10285423.000000 Penalty: 5609.626953
	Iteration 45Q: 3 clusters Score -1.028542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 80087 members 
Entering Unmasked Estep 
Score: -10285424.000000 Penalty: 5609.626953
	Iteration 46Q: 3 clusters Score -1.028542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 80085 members 
Entering Unmasked Estep 
Score: -10285427.000000 Penalty: 5609.626953
	Iteration 47Q: 3 clusters Score -1.028543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 80086 members 
Entering Unmasked Estep 
Score: -10285427.000000 Penalty: 5609.626953
	Iteration 48Q: 3 clusters Score -1.028543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 80084 members 
Entering Unmasked Estep 
Score: -10285428.000000 Penalty: 5609.626953
	Iteration 49Q: 3 clusters Score -1.028543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 80084 members 
Entering Unmasked Estep 
Score: -10285425.000000 Penalty: 5609.626953
	Iteration 50Q: 3 clusters Score -1.028542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 80084 members 
Entering Unmasked Estep 
Score: -10285425.000000 Penalty: 5609.626953
	Iteration 51F: 3 clusters Score -1.028542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Entering Unmasked Estep 
Score: -214455.421875 Penalty: 1871.780396
	Iteration 0F: 2 clusters Score -214455.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -211993.343750 Penalty: 3743.560791
	Iteration 0F: 3 clusters Score -211993.3 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -212734.156250 Penalty: 3743.560791
	Iteration 1F: 3 clusters Score -212734.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -213266.984375 Penalty: 3743.560791
	Iteration 2F: 3 clusters Score -213267 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -213560.109375 Penalty: 3743.560791
	Iteration 3F: 3 clusters Score -213560.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -213696.250000 Penalty: 3743.560791
	Iteration 4Q: 3 clusters Score -213696.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -213812.015625 Penalty: 3743.560791
	Iteration 5Q: 3 clusters Score -213812 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -213915.875000 Penalty: 3743.560791
	Iteration 6Q: 3 clusters Score -213915.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -214102.203125 Penalty: 3743.560791
	Iteration 7Q: 3 clusters Score -214102.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -214371.859375 Penalty: 3743.560791
	Iteration 8Q: 3 clusters Score -214371.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -214661.046875 Penalty: 3743.560791
	Iteration 9Q: 3 clusters Score -214661 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -214737.046875 Penalty: 3743.560791
	Iteration 10Q: 3 clusters Score -214737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -214768.328125 Penalty: 3743.560791
	Iteration 11Q: 3 clusters Score -214768.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -214782.312500 Penalty: 3743.560791
	Iteration 12Q: 3 clusters Score -214782.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -214786.968750 Penalty: 3743.560791
	Iteration 13Q: 3 clusters Score -214787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -214792.750000 Penalty: 3743.560791
	Iteration 14Q: 3 clusters Score -214792.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -214798.078125 Penalty: 3743.560791
	Iteration 15Q: 3 clusters Score -214798.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -214803.437500 Penalty: 3743.560791
	Iteration 16Q: 3 clusters Score -214803.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -214811.312500 Penalty: 3743.560791
	Iteration 17Q: 3 clusters Score -214811.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -214814.359375 Penalty: 3743.560791
	Iteration 18Q: 3 clusters Score -214814.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -214815.125000 Penalty: 3743.560791
	Iteration 19Q: 3 clusters Score -214815.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -214815.546875 Penalty: 3743.560791
	Iteration 20F: 3 clusters Score -214815.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 78274 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10450 members 
Mstep: Class 8 contains 17240 members 
Mstep: Class 9 contains 259286 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10427 members 
Mstep: Class 12 contains 56873 members 
Mstep: Class 13 contains 20228 members 
Mstep: Class 14 contains 22569 members 
Mstep: Class 15 contains 28366 members 
Mstep: Class 16 contains 81612 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 110534 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 183318 members 
Mstep: Class 21 contains 20222 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9027 members 
Mstep: Class 24 contains 39219 members 
Mstep: Class 25 contains 276312 members 
Mstep: Class 26 contains 14735 members 
Mstep: Class 27 contains 944 members 
Entering Unmasked Estep 
Score: -154623008.000000 Penalty: 94130.875000
Splitting cluster 17 changes total score from -154624288.000000 to -154623008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (110534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110534 members 
Entering Unmasked Estep 
Score: -13889003.000000 Penalty: 2880.043457
	Iteration 0F: 2 clusters Score -1.3889e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 55372 members 
Entering Unmasked Estep 
Score: -13815082.000000 Penalty: 5760.086914
	Iteration 0F: 3 clusters Score -1.381508e+07 nChanged 52423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -13845039.000000 Penalty: 5760.086914
	Iteration 1F: 3 clusters Score -1.384504e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
Score: -13845889.000000 Penalty: 5760.086914
	Iteration 2Q: 3 clusters Score -1.384589e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
Score: -13846686.000000 Penalty: 5760.086914
	Iteration 3Q: 3 clusters Score -1.384669e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 58987 members 
Entering Unmasked Estep 
Score: -13847696.000000 Penalty: 5760.086914
	Iteration 4Q: 3 clusters Score -1.38477e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 61198 members 
Entering Unmasked Estep 
Score: -13849023.000000 Penalty: 5760.086914
	Iteration 5Q: 3 clusters Score -1.384902e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 64389 members 
Entering Unmasked Estep 
Score: -13850884.000000 Penalty: 5760.086914
	Iteration 6Q: 3 clusters Score -1.385088e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -13853401.000000 Penalty: 5760.086914
	Iteration 7Q: 3 clusters Score -1.38534e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 74315 members 
Entering Unmasked Estep 
Score: -13856995.000000 Penalty: 5760.086914
	Iteration 8F: 3 clusters Score -1.3857e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 81181 members 
Entering Unmasked Estep 
Score: -13862066.000000 Penalty: 5760.086914
	Iteration 9F: 3 clusters Score -1.386207e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 88814 members 
Entering Unmasked Estep 
Score: -13868037.000000 Penalty: 5760.086914
	Iteration 10F: 3 clusters Score -1.386804e+07 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 96295 members 
Entering Unmasked Estep 
Score: -13874432.000000 Penalty: 5760.086914
	Iteration 11F: 3 clusters Score -1.387443e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 102318 members 
Entering Unmasked Estep 
Score: -13879514.000000 Penalty: 5760.086914
	Iteration 12F: 3 clusters Score -1.387951e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 106298 members 
Entering Unmasked Estep 
Score: -13882950.000000 Penalty: 5760.086914
	Iteration 13Q: 3 clusters Score -1.388295e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 108524 members 
Entering Unmasked Estep 
Score: -13884894.000000 Penalty: 5760.086914
	Iteration 14Q: 3 clusters Score -1.388489e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 109511 members 
Entering Unmasked Estep 
Score: -13885684.000000 Penalty: 5760.086914
	Iteration 15Q: 3 clusters Score -1.388568e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 109917 members 
Entering Unmasked Estep 
Score: -13886084.000000 Penalty: 5760.086914
	Iteration 16Q: 3 clusters Score -1.388608e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 110084 members 
Entering Unmasked Estep 
Score: -13886239.000000 Penalty: 5760.086914
	Iteration 17Q: 3 clusters Score -1.388624e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 110157 members 
Entering Unmasked Estep 
Score: -13886331.000000 Penalty: 5760.086914
	Iteration 18Q: 3 clusters Score -1.388633e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 110205 members 
Entering Unmasked Estep 
Score: -13886383.000000 Penalty: 5760.086914
	Iteration 19Q: 3 clusters Score -1.388638e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 110225 members 
Entering Unmasked Estep 
Score: -13886422.000000 Penalty: 5760.086914
	Iteration 20F: 3 clusters Score -1.388642e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 110234 members 
Entering Unmasked Estep 
Score: -13886417.000000 Penalty: 5760.086914
	Iteration 21Q: 3 clusters Score -1.388642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 110238 members 
Entering Unmasked Estep 
Score: -13886420.000000 Penalty: 5760.086914
	Iteration 22Q: 3 clusters Score -1.388642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 110237 members 
Entering Unmasked Estep 
Score: -13886418.000000 Penalty: 5760.086914
	Iteration 23Q: 3 clusters Score -1.388642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 110237 members 
Entering Unmasked Estep 
Score: -13886418.000000 Penalty: 5760.086914
	Iteration 24F: 3 clusters Score -1.388642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Entering Unmasked Estep 
Score: -377390.687500 Penalty: 2048.730469
	Iteration 0F: 2 clusters Score -377390.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -373597.125000 Penalty: 4097.460938
	Iteration 0F: 3 clusters Score -373597.1 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -374736.531250 Penalty: 4097.460938
	Iteration 1F: 3 clusters Score -374736.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -375136.906250 Penalty: 4097.460938
	Iteration 2F: 3 clusters Score -375136.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -375541.656250 Penalty: 4097.460938
	Iteration 3F: 3 clusters Score -375541.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -375964.312500 Penalty: 4097.460938
	Iteration 4F: 3 clusters Score -375964.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -376361.250000 Penalty: 4097.460938
	Iteration 5F: 3 clusters Score -376361.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -376672.437500 Penalty: 4097.460938
	Iteration 6F: 3 clusters Score -376672.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -376869.062500 Penalty: 4097.460938
	Iteration 7Q: 3 clusters Score -376869.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -376958.125000 Penalty: 4097.460938
	Iteration 8Q: 3 clusters Score -376958.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -377006.593750 Penalty: 4097.460938
	Iteration 9Q: 3 clusters Score -377006.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -377034.656250 Penalty: 4097.460938
	Iteration 10Q: 3 clusters Score -377034.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -377049.562500 Penalty: 4097.460938
	Iteration 11Q: 3 clusters Score -377049.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -377060.843750 Penalty: 4097.460938
	Iteration 12Q: 3 clusters Score -377060.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -377072.031250 Penalty: 4097.460938
	Iteration 13Q: 3 clusters Score -377072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -377079.656250 Penalty: 4097.460938
	Iteration 14Q: 3 clusters Score -377079.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -377083.687500 Penalty: 4097.460938
	Iteration 15Q: 3 clusters Score -377083.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -377086.687500 Penalty: 4097.460938
	Iteration 16Q: 3 clusters Score -377086.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -377088.468750 Penalty: 4097.460938
	Iteration 17Q: 3 clusters Score -377088.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -377088.468750 Penalty: 4097.460938
	Iteration 18F: 3 clusters Score -377088.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (183318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183318 members 
Entering Unmasked Estep 
Score: -22948190.000000 Penalty: 3005.506348
	Iteration 0F: 2 clusters Score -2.294819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91717 members 
Mstep: Class 2 contains 91601 members 
Entering Unmasked Estep 
Score: -22827446.000000 Penalty: 6011.012695
	Iteration 0F: 3 clusters Score -2.282745e+07 nChanged 88175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93540 members 
Mstep: Class 2 contains 89778 members 
Entering Unmasked Estep 
Score: -22879642.000000 Penalty: 6011.012695
	Iteration 1F: 3 clusters Score -2.287964e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94778 members 
Mstep: Class 2 contains 88540 members 
Entering Unmasked Estep 
Score: -22880574.000000 Penalty: 6011.012695
	Iteration 2Q: 3 clusters Score -2.288057e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96583 members 
Mstep: Class 2 contains 86735 members 
Entering Unmasked Estep 
Score: -22881572.000000 Penalty: 6011.012695
	Iteration 3Q: 3 clusters Score -2.288157e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99121 members 
Mstep: Class 2 contains 84197 members 
Entering Unmasked Estep 
Score: -22882836.000000 Penalty: 6011.012695
	Iteration 4Q: 3 clusters Score -2.288284e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102790 members 
Mstep: Class 2 contains 80528 members 
Entering Unmasked Estep 
Score: -22884572.000000 Penalty: 6011.012695
	Iteration 5Q: 3 clusters Score -2.288457e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108282 members 
Mstep: Class 2 contains 75036 members 
Entering Unmasked Estep 
Score: -22887408.000000 Penalty: 6011.012695
	Iteration 6Q: 3 clusters Score -2.288741e+07 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116104 members 
Mstep: Class 2 contains 67214 members 
Entering Unmasked Estep 
Score: -22891632.000000 Penalty: 6011.012695
	Iteration 7Q: 3 clusters Score -2.289163e+07 nChanged 10981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126517 members 
Mstep: Class 2 contains 56801 members 
Entering Unmasked Estep 
Score: -22898310.000000 Penalty: 6011.012695
	Iteration 8F: 3 clusters Score -2.289831e+07 nChanged 13133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139394 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -22908006.000000 Penalty: 6011.012695
	Iteration 9F: 3 clusters Score -2.290801e+07 nChanged 14185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153525 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -22920238.000000 Penalty: 6011.012695
	Iteration 10F: 3 clusters Score -2.292024e+07 nChanged 12829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166336 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -22931936.000000 Penalty: 6011.012695
	Iteration 11F: 3 clusters Score -2.293194e+07 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175196 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -22939454.000000 Penalty: 6011.012695
	Iteration 12Q: 3 clusters Score -2.293945e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179742 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -22943434.000000 Penalty: 6011.012695
	Iteration 13Q: 3 clusters Score -2.294343e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181577 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -22944862.000000 Penalty: 6011.012695
	Iteration 14Q: 3 clusters Score -2.294486e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182223 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -22945482.000000 Penalty: 6011.012695
	Iteration 15Q: 3 clusters Score -2.294548e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182466 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -22945684.000000 Penalty: 6011.012695
	Iteration 16Q: 3 clusters Score -2.294568e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182558 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -22945836.000000 Penalty: 6011.012695
	Iteration 17Q: 3 clusters Score -2.294584e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182604 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -22945924.000000 Penalty: 6011.012695
	Iteration 18Q: 3 clusters Score -2.294592e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182632 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -22946010.000000 Penalty: 6011.012695
	Iteration 19Q: 3 clusters Score -2.294601e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182644 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -22946070.000000 Penalty: 6011.012695
	Iteration 20F: 3 clusters Score -2.294607e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182642 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -22946156.000000 Penalty: 6011.012695
	Iteration 21Q: 3 clusters Score -2.294616e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182635 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -22946208.000000 Penalty: 6011.012695
	Iteration 22Q: 3 clusters Score -2.294621e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182635 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -22946204.000000 Penalty: 6011.012695
	Iteration 23Q: 3 clusters Score -2.29462e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182631 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -22946254.000000 Penalty: 6011.012695
	Iteration 24Q: 3 clusters Score -2.294625e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182627 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -22946300.000000 Penalty: 6011.012695
	Iteration 25Q: 3 clusters Score -2.29463e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182621 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -22946310.000000 Penalty: 6011.012695
	Iteration 26Q: 3 clusters Score -2.294631e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182617 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -22946326.000000 Penalty: 6011.012695
	Iteration 27Q: 3 clusters Score -2.294633e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182610 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -22946350.000000 Penalty: 6011.012695
	Iteration 28Q: 3 clusters Score -2.294635e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182601 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -22946364.000000 Penalty: 6011.012695
	Iteration 29Q: 3 clusters Score -2.294636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182596 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -22946348.000000 Penalty: 6011.012695
	Iteration 30Q: 3 clusters Score -2.294635e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182593 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -22946352.000000 Penalty: 6011.012695
	Iteration 31Q: 3 clusters Score -2.294635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182590 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -22946354.000000 Penalty: 6011.012695
	Iteration 32Q: 3 clusters Score -2.294635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182590 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -22946370.000000 Penalty: 6011.012695
	Iteration 33Q: 3 clusters Score -2.294637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182590 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -22946368.000000 Penalty: 6011.012695
	Iteration 34Q: 3 clusters Score -2.294637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182590 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -22946374.000000 Penalty: 6011.012695
	Iteration 35Q: 3 clusters Score -2.294637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182588 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -22946394.000000 Penalty: 6011.012695
	Iteration 36Q: 3 clusters Score -2.294639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182589 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -22946396.000000 Penalty: 6011.012695
	Iteration 37Q: 3 clusters Score -2.29464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182587 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -22946390.000000 Penalty: 6011.012695
	Iteration 38Q: 3 clusters Score -2.294639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182583 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -22946408.000000 Penalty: 6011.012695
	Iteration 39Q: 3 clusters Score -2.294641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182580 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -22946412.000000 Penalty: 6011.012695
	Iteration 40F: 3 clusters Score -2.294641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182575 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -22946410.000000 Penalty: 6011.012695
	Iteration 41Q: 3 clusters Score -2.294641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182569 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -22946414.000000 Penalty: 6011.012695
	Iteration 42Q: 3 clusters Score -2.294641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182565 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -22946432.000000 Penalty: 6011.012695
	Iteration 43Q: 3 clusters Score -2.294643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182560 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -22946424.000000 Penalty: 6011.012695
	Iteration 44Q: 3 clusters Score -2.294642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182556 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -22946424.000000 Penalty: 6011.012695
	Iteration 45Q: 3 clusters Score -2.294642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182548 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -22946430.000000 Penalty: 6011.012695
	Iteration 46Q: 3 clusters Score -2.294643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182545 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -22946438.000000 Penalty: 6011.012695
	Iteration 47Q: 3 clusters Score -2.294644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182542 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -22946430.000000 Penalty: 6011.012695
	Iteration 48Q: 3 clusters Score -2.294643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182537 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -22946446.000000 Penalty: 6011.012695
	Iteration 49Q: 3 clusters Score -2.294645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182537 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -22946446.000000 Penalty: 6011.012695
	Iteration 50F: 3 clusters Score -2.294645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Entering Unmasked Estep 
Score: -2535555.750000 Penalty: 2458.802490
	Iteration 0F: 2 clusters Score -2535556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2521294.750000 Penalty: 4917.604980
	Iteration 0F: 3 clusters Score -2521295 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2526020.250000 Penalty: 4917.604980
	Iteration 1F: 3 clusters Score -2526020 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2526467.250000 Penalty: 4917.604980
	Iteration 2F: 3 clusters Score -2526467 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2526915.500000 Penalty: 4917.604980
	Iteration 3F: 3 clusters Score -2526916 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2527412.750000 Penalty: 4917.604980
	Iteration 4Q: 3 clusters Score -2527413 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2528029.250000 Penalty: 4917.604980
	Iteration 5F: 3 clusters Score -2528029 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2528843.500000 Penalty: 4917.604980
	Iteration 6F: 3 clusters Score -2528844 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2529758.500000 Penalty: 4917.604980
	Iteration 7F: 3 clusters Score -2529758 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2530551.000000 Penalty: 4917.604980
	Iteration 8F: 3 clusters Score -2530551 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2531139.000000 Penalty: 4917.604980
	Iteration 9Q: 3 clusters Score -2531139 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2531517.000000 Penalty: 4917.604980
	Iteration 10Q: 3 clusters Score -2531517 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2531751.250000 Penalty: 4917.604980
	Iteration 11Q: 3 clusters Score -2531751 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2531945.500000 Penalty: 4917.604980
	Iteration 12Q: 3 clusters Score -2531946 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2532078.250000 Penalty: 4917.604980
	Iteration 13Q: 3 clusters Score -2532078 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2532184.750000 Penalty: 4917.604980
	Iteration 14Q: 3 clusters Score -2532185 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2532293.750000 Penalty: 4917.604980
	Iteration 15Q: 3 clusters Score -2532294 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2532369.750000 Penalty: 4917.604980
	Iteration 16Q: 3 clusters Score -2532370 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2532438.750000 Penalty: 4917.604980
	Iteration 17Q: 3 clusters Score -2532439 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2532507.500000 Penalty: 4917.604980
	Iteration 18Q: 3 clusters Score -2532508 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2532584.000000 Penalty: 4917.604980
	Iteration 19Q: 3 clusters Score -2532584 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2532653.500000 Penalty: 4917.604980
	Iteration 20F: 3 clusters Score -2532654 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2532734.250000 Penalty: 4917.604980
	Iteration 21Q: 3 clusters Score -2532734 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2532798.250000 Penalty: 4917.604980
	Iteration 22Q: 3 clusters Score -2532798 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2532868.500000 Penalty: 4917.604980
	Iteration 23Q: 3 clusters Score -2532868 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2532934.750000 Penalty: 4917.604980
	Iteration 24Q: 3 clusters Score -2532935 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2532999.500000 Penalty: 4917.604980
	Iteration 25Q: 3 clusters Score -2533000 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2533072.000000 Penalty: 4917.604980
	Iteration 26Q: 3 clusters Score -2533072 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2533135.000000 Penalty: 4917.604980
	Iteration 27Q: 3 clusters Score -2533135 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2533182.000000 Penalty: 4917.604980
	Iteration 28Q: 3 clusters Score -2533182 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2533244.500000 Penalty: 4917.604980
	Iteration 29Q: 3 clusters Score -2533244 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2533281.250000 Penalty: 4917.604980
	Iteration 30Q: 3 clusters Score -2533281 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2533326.250000 Penalty: 4917.604980
	Iteration 31Q: 3 clusters Score -2533326 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2533356.750000 Penalty: 4917.604980
	Iteration 32Q: 3 clusters Score -2533357 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2533388.500000 Penalty: 4917.604980
	Iteration 33Q: 3 clusters Score -2533388 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2533407.000000 Penalty: 4917.604980
	Iteration 34Q: 3 clusters Score -2533407 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2533436.750000 Penalty: 4917.604980
	Iteration 35Q: 3 clusters Score -2533437 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2533455.250000 Penalty: 4917.604980
	Iteration 36Q: 3 clusters Score -2533455 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2533471.000000 Penalty: 4917.604980
	Iteration 37Q: 3 clusters Score -2533471 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2533481.500000 Penalty: 4917.604980
	Iteration 38Q: 3 clusters Score -2533482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2533492.750000 Penalty: 4917.604980
	Iteration 39Q: 3 clusters Score -2533493 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2533504.250000 Penalty: 4917.604980
	Iteration 40F: 3 clusters Score -2533504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2533515.500000 Penalty: 4917.604980
	Iteration 41Q: 3 clusters Score -2533516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2533527.250000 Penalty: 4917.604980
	Iteration 42Q: 3 clusters Score -2533527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2533530.750000 Penalty: 4917.604980
	Iteration 43Q: 3 clusters Score -2533531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2533542.500000 Penalty: 4917.604980
	Iteration 44Q: 3 clusters Score -2533542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2533551.000000 Penalty: 4917.604980
	Iteration 45Q: 3 clusters Score -2533551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2533549.250000 Penalty: 4917.604980
	Iteration 46Q: 3 clusters Score -2533549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2533557.250000 Penalty: 4917.604980
	Iteration 47Q: 3 clusters Score -2533557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2533557.750000 Penalty: 4917.604980
	Iteration 48Q: 3 clusters Score -2533558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2533571.000000 Penalty: 4917.604980
	Iteration 49Q: 3 clusters Score -2533571 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2533582.000000 Penalty: 4917.604980
	Iteration 50Q: 3 clusters Score -2533582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2533584.750000 Penalty: 4917.604980
	Iteration 51Q: 3 clusters Score -2533585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2533594.750000 Penalty: 4917.604980
	Iteration 52Q: 3 clusters Score -2533595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2533599.000000 Penalty: 4917.604980
	Iteration 53Q: 3 clusters Score -2533599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2533610.250000 Penalty: 4917.604980
	Iteration 54Q: 3 clusters Score -2533610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2533617.250000 Penalty: 4917.604980
	Iteration 55Q: 3 clusters Score -2533617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2533630.750000 Penalty: 4917.604980
	Iteration 56Q: 3 clusters Score -2533631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2533636.500000 Penalty: 4917.604980
	Iteration 57Q: 3 clusters Score -2533636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2533642.500000 Penalty: 4917.604980
	Iteration 58Q: 3 clusters Score -2533642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2533644.500000 Penalty: 4917.604980
	Iteration 59Q: 3 clusters Score -2533644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2533655.500000 Penalty: 4917.604980
	Iteration 60F: 3 clusters Score -2533656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2533657.750000 Penalty: 4917.604980
	Iteration 61Q: 3 clusters Score -2533658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2533658.750000 Penalty: 4917.604980
	Iteration 62Q: 3 clusters Score -2533659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2533664.000000 Penalty: 4917.604980
	Iteration 63Q: 3 clusters Score -2533664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2533663.250000 Penalty: 4917.604980
	Iteration 64Q: 3 clusters Score -2533663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2533669.500000 Penalty: 4917.604980
	Iteration 65Q: 3 clusters Score -2533670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2533675.500000 Penalty: 4917.604980
	Iteration 66Q: 3 clusters Score -2533676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2533680.250000 Penalty: 4917.604980
	Iteration 67Q: 3 clusters Score -2533680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2533681.000000 Penalty: 4917.604980
	Iteration 68Q: 3 clusters Score -2533681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2533680.750000 Penalty: 4917.604980
	Iteration 69Q: 3 clusters Score -2533681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2533685.500000 Penalty: 4917.604980
	Iteration 70Q: 3 clusters Score -2533686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2533687.000000 Penalty: 4917.604980
	Iteration 71Q: 3 clusters Score -2533687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2533693.250000 Penalty: 4917.604980
	Iteration 72Q: 3 clusters Score -2533693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2533700.750000 Penalty: 4917.604980
	Iteration 73Q: 3 clusters Score -2533701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2533707.500000 Penalty: 4917.604980
	Iteration 74Q: 3 clusters Score -2533708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2533708.750000 Penalty: 4917.604980
	Iteration 75Q: 3 clusters Score -2533709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2533708.500000 Penalty: 4917.604980
	Iteration 76Q: 3 clusters Score -2533708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2533709.750000 Penalty: 4917.604980
	Iteration 77Q: 3 clusters Score -2533710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2533709.750000 Penalty: 4917.604980
	Iteration 78F: 3 clusters Score -2533710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Entering Unmasked Estep 
Score: -281877.406250 Penalty: 1953.406372
	Iteration 0F: 2 clusters Score -281877.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -278848.468750 Penalty: 3906.812744
	Iteration 0F: 3 clusters Score -278848.5 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -279455.218750 Penalty: 3906.812744
	Iteration 1F: 3 clusters Score -279455.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -279611.593750 Penalty: 3906.812744
	Iteration 2F: 3 clusters Score -279611.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -279704.687500 Penalty: 3906.812744
	Iteration 3F: 3 clusters Score -279704.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -279755.843750 Penalty: 3906.812744
	Iteration 4Q: 3 clusters Score -279755.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -279784.781250 Penalty: 3906.812744
	Iteration 5Q: 3 clusters Score -279784.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -279815.468750 Penalty: 3906.812744
	Iteration 6Q: 3 clusters Score -279815.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -279843.687500 Penalty: 3906.812744
	Iteration 7Q: 3 clusters Score -279843.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -279874.125000 Penalty: 3906.812744
	Iteration 8Q: 3 clusters Score -279874.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -279902.093750 Penalty: 3906.812744
	Iteration 9Q: 3 clusters Score -279902.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -279932.593750 Penalty: 3906.812744
	Iteration 10Q: 3 clusters Score -279932.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -279959.343750 Penalty: 3906.812744
	Iteration 11Q: 3 clusters Score -279959.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -279979.250000 Penalty: 3906.812744
	Iteration 12Q: 3 clusters Score -279979.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -280000.781250 Penalty: 3906.812744
	Iteration 13Q: 3 clusters Score -280000.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -280016.625000 Penalty: 3906.812744
	Iteration 14Q: 3 clusters Score -280016.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -280031.312500 Penalty: 3906.812744
	Iteration 15Q: 3 clusters Score -280031.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -280044.812500 Penalty: 3906.812744
	Iteration 16Q: 3 clusters Score -280044.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -280062.250000 Penalty: 3906.812744
	Iteration 17Q: 3 clusters Score -280062.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -280079.968750 Penalty: 3906.812744
	Iteration 18Q: 3 clusters Score -280080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -280102.093750 Penalty: 3906.812744
	Iteration 19Q: 3 clusters Score -280102.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -280118.406250 Penalty: 3906.812744
	Iteration 20F: 3 clusters Score -280118.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -280132.781250 Penalty: 3906.812744
	Iteration 21Q: 3 clusters Score -280132.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -280153.625000 Penalty: 3906.812744
	Iteration 22Q: 3 clusters Score -280153.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -280165.125000 Penalty: 3906.812744
	Iteration 23Q: 3 clusters Score -280165.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -280172.281250 Penalty: 3906.812744
	Iteration 24Q: 3 clusters Score -280172.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -280185.562500 Penalty: 3906.812744
	Iteration 25Q: 3 clusters Score -280185.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -280205.500000 Penalty: 3906.812744
	Iteration 26Q: 3 clusters Score -280205.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -280228.031250 Penalty: 3906.812744
	Iteration 27Q: 3 clusters Score -280228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -280245.687500 Penalty: 3906.812744
	Iteration 28Q: 3 clusters Score -280245.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -280260.906250 Penalty: 3906.812744
	Iteration 29Q: 3 clusters Score -280260.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -280278.750000 Penalty: 3906.812744
	Iteration 30Q: 3 clusters Score -280278.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -280297.750000 Penalty: 3906.812744
	Iteration 31Q: 3 clusters Score -280297.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -280317.718750 Penalty: 3906.812744
	Iteration 32Q: 3 clusters Score -280317.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -280338.406250 Penalty: 3906.812744
	Iteration 33Q: 3 clusters Score -280338.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -280357.343750 Penalty: 3906.812744
	Iteration 34Q: 3 clusters Score -280357.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -280371.093750 Penalty: 3906.812744
	Iteration 35Q: 3 clusters Score -280371.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -280382.687500 Penalty: 3906.812744
	Iteration 36Q: 3 clusters Score -280382.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -280396.156250 Penalty: 3906.812744
	Iteration 37Q: 3 clusters Score -280396.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -280408.750000 Penalty: 3906.812744
	Iteration 38Q: 3 clusters Score -280408.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -280417.250000 Penalty: 3906.812744
	Iteration 39Q: 3 clusters Score -280417.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -280426.281250 Penalty: 3906.812744
	Iteration 40F: 3 clusters Score -280426.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -280433.218750 Penalty: 3906.812744
	Iteration 41Q: 3 clusters Score -280433.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -280442.750000 Penalty: 3906.812744
	Iteration 42Q: 3 clusters Score -280442.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -280451.343750 Penalty: 3906.812744
	Iteration 43Q: 3 clusters Score -280451.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -280460.875000 Penalty: 3906.812744
	Iteration 44Q: 3 clusters Score -280460.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -280465.562500 Penalty: 3906.812744
	Iteration 45Q: 3 clusters Score -280465.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -280470.750000 Penalty: 3906.812744
	Iteration 46Q: 3 clusters Score -280470.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -280473.593750 Penalty: 3906.812744
	Iteration 47Q: 3 clusters Score -280473.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -280477.312500 Penalty: 3906.812744
	Iteration 48Q: 3 clusters Score -280477.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -280480.406250 Penalty: 3906.812744
	Iteration 49Q: 3 clusters Score -280480.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -280481.406250 Penalty: 3906.812744
	Iteration 50Q: 3 clusters Score -280481.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -280482.062500 Penalty: 3906.812744
	Iteration 51Q: 3 clusters Score -280482.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -280482.750000 Penalty: 3906.812744
	Iteration 52Q: 3 clusters Score -280482.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -280483.156250 Penalty: 3906.812744
	Iteration 53Q: 3 clusters Score -280483.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -280484.968750 Penalty: 3906.812744
	Iteration 54Q: 3 clusters Score -280485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -280486.406250 Penalty: 3906.812744
	Iteration 55Q: 3 clusters Score -280486.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -280487.062500 Penalty: 3906.812744
	Iteration 56Q: 3 clusters Score -280487.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -280487.968750 Penalty: 3906.812744
	Iteration 57Q: 3 clusters Score -280488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -280488.000000 Penalty: 3906.812744
	Iteration 58Q: 3 clusters Score -280488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -280488.531250 Penalty: 3906.812744
	Iteration 59Q: 3 clusters Score -280488.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -280489.281250 Penalty: 3906.812744
	Iteration 60F: 3 clusters Score -280489.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Entering Unmasked Estep 
Score: -1065344.875000 Penalty: 2258.777832
	Iteration 0F: 2 clusters Score -1065345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1058229.875000 Penalty: 4517.555664
	Iteration 0F: 3 clusters Score -1058230 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1060485.625000 Penalty: 4517.555664
	Iteration 1F: 3 clusters Score -1060486 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1061106.875000 Penalty: 4517.555664
	Iteration 2F: 3 clusters Score -1061107 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1061736.875000 Penalty: 4517.555664
	Iteration 3F: 3 clusters Score -1061737 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1062287.875000 Penalty: 4517.555664
	Iteration 4F: 3 clusters Score -1062288 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1062795.000000 Penalty: 4517.555664
	Iteration 5F: 3 clusters Score -1062795 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1063172.875000 Penalty: 4517.555664
	Iteration 6F: 3 clusters Score -1063173 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1063475.125000 Penalty: 4517.555664
	Iteration 7F: 3 clusters Score -1063475 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1063699.375000 Penalty: 4517.555664
	Iteration 8Q: 3 clusters Score -1063699 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1063858.625000 Penalty: 4517.555664
	Iteration 9Q: 3 clusters Score -1063859 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1063965.250000 Penalty: 4517.555664
	Iteration 10Q: 3 clusters Score -1063965 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1064044.375000 Penalty: 4517.555664
	Iteration 11Q: 3 clusters Score -1064044 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1064105.250000 Penalty: 4517.555664
	Iteration 12Q: 3 clusters Score -1064105 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1064146.500000 Penalty: 4517.555664
	Iteration 13Q: 3 clusters Score -1064146 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1064186.500000 Penalty: 4517.555664
	Iteration 14Q: 3 clusters Score -1064186 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1064219.500000 Penalty: 4517.555664
	Iteration 15Q: 3 clusters Score -1064220 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1064242.500000 Penalty: 4517.555664
	Iteration 16Q: 3 clusters Score -1064242 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1064278.750000 Penalty: 4517.555664
	Iteration 17Q: 3 clusters Score -1064279 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1064310.000000 Penalty: 4517.555664
	Iteration 18Q: 3 clusters Score -1064310 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1064340.625000 Penalty: 4517.555664
	Iteration 19Q: 3 clusters Score -1064341 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1064361.125000 Penalty: 4517.555664
	Iteration 20F: 3 clusters Score -1064361 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1064378.500000 Penalty: 4517.555664
	Iteration 21Q: 3 clusters Score -1064378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1064387.875000 Penalty: 4517.555664
	Iteration 22Q: 3 clusters Score -1064388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1064397.750000 Penalty: 4517.555664
	Iteration 23Q: 3 clusters Score -1064398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1064399.875000 Penalty: 4517.555664
	Iteration 24Q: 3 clusters Score -1064400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1064407.000000 Penalty: 4517.555664
	Iteration 25Q: 3 clusters Score -1064407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1064416.500000 Penalty: 4517.555664
	Iteration 26Q: 3 clusters Score -1064416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1064428.000000 Penalty: 4517.555664
	Iteration 27Q: 3 clusters Score -1064428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1064436.375000 Penalty: 4517.555664
	Iteration 28Q: 3 clusters Score -1064436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1064444.875000 Penalty: 4517.555664
	Iteration 29Q: 3 clusters Score -1064445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1064449.125000 Penalty: 4517.555664
	Iteration 30Q: 3 clusters Score -1064449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1064460.125000 Penalty: 4517.555664
	Iteration 31Q: 3 clusters Score -1064460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1064460.500000 Penalty: 4517.555664
	Iteration 32Q: 3 clusters Score -1064460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1064467.250000 Penalty: 4517.555664
	Iteration 33Q: 3 clusters Score -1064467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1064473.875000 Penalty: 4517.555664
	Iteration 34Q: 3 clusters Score -1064474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1064479.250000 Penalty: 4517.555664
	Iteration 35Q: 3 clusters Score -1064479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1064487.000000 Penalty: 4517.555664
	Iteration 36Q: 3 clusters Score -1064487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1064486.750000 Penalty: 4517.555664
	Iteration 37Q: 3 clusters Score -1064487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1064494.125000 Penalty: 4517.555664
	Iteration 38Q: 3 clusters Score -1064494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1064497.375000 Penalty: 4517.555664
	Iteration 39Q: 3 clusters Score -1064497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1064497.375000 Penalty: 4517.555664
	Iteration 40F: 3 clusters Score -1064497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1064499.125000 Penalty: 4517.555664
	Iteration 41Q: 3 clusters Score -1064499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1064499.750000 Penalty: 4517.555664
	Iteration 42Q: 3 clusters Score -1064500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1064500.625000 Penalty: 4517.555664
	Iteration 43Q: 3 clusters Score -1064501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1064501.125000 Penalty: 4517.555664
	Iteration 44Q: 3 clusters Score -1064501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1064501.000000 Penalty: 4517.555664
	Iteration 45Q: 3 clusters Score -1064501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1064501.000000 Penalty: 4517.555664
	Iteration 46F: 3 clusters Score -1064501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Entering Unmasked Estep 
Score: -4763948.500000 Penalty: 2623.075439
	Iteration 0F: 2 clusters Score -4763948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -4737127.000000 Penalty: 5246.150879
	Iteration 0F: 3 clusters Score -4737127 nChanged 18016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -4746992.500000 Penalty: 5246.150879
	Iteration 1F: 3 clusters Score -4746992 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -4747613.000000 Penalty: 5246.150879
	Iteration 2Q: 3 clusters Score -4747613 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -4748355.500000 Penalty: 5246.150879
	Iteration 3Q: 3 clusters Score -4748356 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -4749178.500000 Penalty: 5246.150879
	Iteration 4Q: 3 clusters Score -4749178 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -4750154.500000 Penalty: 5246.150879
	Iteration 5F: 3 clusters Score -4750154 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -4751483.000000 Penalty: 5246.150879
	Iteration 6F: 3 clusters Score -4751483 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -4753069.000000 Penalty: 5246.150879
	Iteration 7F: 3 clusters Score -4753069 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -4754998.000000 Penalty: 5246.150879
	Iteration 8F: 3 clusters Score -4754998 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -4756969.000000 Penalty: 5246.150879
	Iteration 9F: 3 clusters Score -4756969 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -4758679.000000 Penalty: 5246.150879
	Iteration 10F: 3 clusters Score -4758679 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -4759885.500000 Penalty: 5246.150879
	Iteration 11Q: 3 clusters Score -4759886 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -4760673.000000 Penalty: 5246.150879
	Iteration 12Q: 3 clusters Score -4760673 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -4761282.000000 Penalty: 5246.150879
	Iteration 13Q: 3 clusters Score -4761282 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -4761926.500000 Penalty: 5246.150879
	Iteration 14Q: 3 clusters Score -4761926 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -4762419.000000 Penalty: 5246.150879
	Iteration 15Q: 3 clusters Score -4762419 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -4762705.500000 Penalty: 5246.150879
	Iteration 16Q: 3 clusters Score -4762706 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -4762899.500000 Penalty: 5246.150879
	Iteration 17Q: 3 clusters Score -4762900 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -4762967.000000 Penalty: 5246.150879
	Iteration 18Q: 3 clusters Score -4762967 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -4763002.000000 Penalty: 5246.150879
	Iteration 19Q: 3 clusters Score -4763002 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -4763032.500000 Penalty: 5246.150879
	Iteration 20F: 3 clusters Score -4763032 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -4763046.500000 Penalty: 5246.150879
	Iteration 21Q: 3 clusters Score -4763046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4763047.500000 Penalty: 5246.150879
	Iteration 22Q: 3 clusters Score -4763048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -4763049.000000 Penalty: 5246.150879
	Iteration 23Q: 3 clusters Score -4763049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -4763048.500000 Penalty: 5246.150879
	Iteration 24Q: 3 clusters Score -4763048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -4763057.000000 Penalty: 5246.150879
	Iteration 25Q: 3 clusters Score -4763057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -4763055.500000 Penalty: 5246.150879
	Iteration 26Q: 3 clusters Score -4763056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -4763059.000000 Penalty: 5246.150879
	Iteration 27Q: 3 clusters Score -4763059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -4763054.500000 Penalty: 5246.150879
	Iteration 28Q: 3 clusters Score -4763054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -4763057.500000 Penalty: 5246.150879
	Iteration 29Q: 3 clusters Score -4763058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -4763057.500000 Penalty: 5246.150879
	Iteration 30F: 3 clusters Score -4763058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (276312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276312 members 
Entering Unmasked Estep 
Score: -34281448.000000 Penalty: 3107.262939
	Iteration 0F: 2 clusters Score -3.428145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138699 members 
Mstep: Class 2 contains 137613 members 
Entering Unmasked Estep 
Score: -34104348.000000 Penalty: 6214.525879
	Iteration 0F: 3 clusters Score -3.410435e+07 nChanged 133873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150152 members 
Mstep: Class 2 contains 126160 members 
Entering Unmasked Estep 
Score: -34184480.000000 Penalty: 6214.525879
	Iteration 1F: 3 clusters Score -3.418448e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156874 members 
Mstep: Class 2 contains 119438 members 
Entering Unmasked Estep 
Score: -34186972.000000 Penalty: 6214.525879
	Iteration 2Q: 3 clusters Score -3.418697e+07 nChanged 11389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167471 members 
Mstep: Class 2 contains 108841 members 
Entering Unmasked Estep 
Score: -34191732.000000 Penalty: 6214.525879
	Iteration 3Q: 3 clusters Score -3.419173e+07 nChanged 15977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183208 members 
Mstep: Class 2 contains 93104 members 
Entering Unmasked Estep 
Score: -34201596.000000 Penalty: 6214.525879
	Iteration 4F: 3 clusters Score -3.42016e+07 nChanged 21323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204471 members 
Mstep: Class 2 contains 71841 members 
Entering Unmasked Estep 
Score: -34217356.000000 Penalty: 6214.525879
	Iteration 5F: 3 clusters Score -3.421736e+07 nChanged 23804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228245 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -34237736.000000 Penalty: 6214.525879
	Iteration 6F: 3 clusters Score -3.423774e+07 nChanged 20577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248814 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -34256180.000000 Penalty: 6214.525879
	Iteration 7F: 3 clusters Score -3.425618e+07 nChanged 13601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262405 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -34268028.000000 Penalty: 6214.525879
	Iteration 8Q: 3 clusters Score -3.426803e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269534 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -34273592.000000 Penalty: 6214.525879
	Iteration 9Q: 3 clusters Score -3.427359e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272828 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -34276184.000000 Penalty: 6214.525879
	Iteration 10Q: 3 clusters Score -3.427618e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274272 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -34277460.000000 Penalty: 6214.525879
	Iteration 11Q: 3 clusters Score -3.427746e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274926 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -34278028.000000 Penalty: 6214.525879
	Iteration 12Q: 3 clusters Score -3.427803e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275226 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -34278336.000000 Penalty: 6214.525879
	Iteration 13Q: 3 clusters Score -3.427834e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275403 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -34278440.000000 Penalty: 6214.525879
	Iteration 14Q: 3 clusters Score -3.427844e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275503 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -34278528.000000 Penalty: 6214.525879
	Iteration 15Q: 3 clusters Score -3.427853e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275562 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -34278568.000000 Penalty: 6214.525879
	Iteration 16Q: 3 clusters Score -3.427857e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275601 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -34278604.000000 Penalty: 6214.525879
	Iteration 17Q: 3 clusters Score -3.42786e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275628 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -34278608.000000 Penalty: 6214.525879
	Iteration 18Q: 3 clusters Score -3.427861e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275653 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -34278652.000000 Penalty: 6214.525879
	Iteration 19Q: 3 clusters Score -3.427865e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275666 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -34278664.000000 Penalty: 6214.525879
	Iteration 20F: 3 clusters Score -3.427866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275673 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -34278672.000000 Penalty: 6214.525879
	Iteration 21Q: 3 clusters Score -3.427867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275680 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -34278684.000000 Penalty: 6214.525879
	Iteration 22Q: 3 clusters Score -3.427868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275684 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -34278680.000000 Penalty: 6214.525879
	Iteration 23Q: 3 clusters Score -3.427868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275687 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -34278676.000000 Penalty: 6214.525879
	Iteration 24Q: 3 clusters Score -3.427868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275692 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -34278696.000000 Penalty: 6214.525879
	Iteration 25Q: 3 clusters Score -3.42787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275696 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -34278708.000000 Penalty: 6214.525879
	Iteration 26Q: 3 clusters Score -3.427871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275701 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -34278732.000000 Penalty: 6214.525879
	Iteration 27Q: 3 clusters Score -3.427873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275702 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -34278736.000000 Penalty: 6214.525879
	Iteration 28Q: 3 clusters Score -3.427874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275702 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -34278732.000000 Penalty: 6214.525879
	Iteration 29Q: 3 clusters Score -3.427873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275702 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -34278744.000000 Penalty: 6214.525879
	Iteration 30Q: 3 clusters Score -3.427874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275702 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -34278736.000000 Penalty: 6214.525879
	Iteration 31Q: 3 clusters Score -3.427874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275703 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -34278740.000000 Penalty: 6214.525879
	Iteration 32Q: 3 clusters Score -3.427874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275703 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -34278732.000000 Penalty: 6214.525879
	Iteration 33Q: 3 clusters Score -3.427873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275704 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -34278740.000000 Penalty: 6214.525879
	Iteration 34Q: 3 clusters Score -3.427874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275705 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -34278740.000000 Penalty: 6214.525879
	Iteration 35Q: 3 clusters Score -3.427874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275704 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -34278748.000000 Penalty: 6214.525879
	Iteration 36Q: 3 clusters Score -3.427875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275704 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -34278748.000000 Penalty: 6214.525879
	Iteration 37F: 3 clusters Score -3.427875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Entering Unmasked Estep 
Score: -1826072.250000 Penalty: 2380.299072
	Iteration 0F: 2 clusters Score -1826072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1815290.750000 Penalty: 4760.598145
	Iteration 0F: 3 clusters Score -1815291 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1818801.750000 Penalty: 4760.598145
	Iteration 1F: 3 clusters Score -1818802 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1819188.625000 Penalty: 4760.598145
	Iteration 2F: 3 clusters Score -1819189 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1819535.125000 Penalty: 4760.598145
	Iteration 3F: 3 clusters Score -1819535 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1819856.625000 Penalty: 4760.598145
	Iteration 4Q: 3 clusters Score -1819857 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1820162.375000 Penalty: 4760.598145
	Iteration 5Q: 3 clusters Score -1820162 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1820514.500000 Penalty: 4760.598145
	Iteration 6Q: 3 clusters Score -1820514 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1820905.250000 Penalty: 4760.598145
	Iteration 7Q: 3 clusters Score -1820905 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1821284.625000 Penalty: 4760.598145
	Iteration 8Q: 3 clusters Score -1821285 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1821659.500000 Penalty: 4760.598145
	Iteration 9Q: 3 clusters Score -1821660 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1822031.125000 Penalty: 4760.598145
	Iteration 10Q: 3 clusters Score -1822031 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1822321.125000 Penalty: 4760.598145
	Iteration 11Q: 3 clusters Score -1822321 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1822535.750000 Penalty: 4760.598145
	Iteration 12Q: 3 clusters Score -1822536 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1822703.625000 Penalty: 4760.598145
	Iteration 13Q: 3 clusters Score -1822704 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1822826.250000 Penalty: 4760.598145
	Iteration 14Q: 3 clusters Score -1822826 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1822915.000000 Penalty: 4760.598145
	Iteration 15Q: 3 clusters Score -1822915 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1822986.500000 Penalty: 4760.598145
	Iteration 16Q: 3 clusters Score -1822986 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1823044.500000 Penalty: 4760.598145
	Iteration 17Q: 3 clusters Score -1823044 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1823101.625000 Penalty: 4760.598145
	Iteration 18Q: 3 clusters Score -1823102 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1823146.250000 Penalty: 4760.598145
	Iteration 19Q: 3 clusters Score -1823146 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1823181.000000 Penalty: 4760.598145
	Iteration 20F: 3 clusters Score -1823181 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1823223.625000 Penalty: 4760.598145
	Iteration 21Q: 3 clusters Score -1823224 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1823257.625000 Penalty: 4760.598145
	Iteration 22Q: 3 clusters Score -1823258 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1823287.000000 Penalty: 4760.598145
	Iteration 23Q: 3 clusters Score -1823287 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1823319.000000 Penalty: 4760.598145
	Iteration 24Q: 3 clusters Score -1823319 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1823340.000000 Penalty: 4760.598145
	Iteration 25Q: 3 clusters Score -1823340 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1823374.000000 Penalty: 4760.598145
	Iteration 26Q: 3 clusters Score -1823374 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1823418.375000 Penalty: 4760.598145
	Iteration 27Q: 3 clusters Score -1823418 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1823459.250000 Penalty: 4760.598145
	Iteration 28Q: 3 clusters Score -1823459 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1823503.750000 Penalty: 4760.598145
	Iteration 29Q: 3 clusters Score -1823504 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1823551.875000 Penalty: 4760.598145
	Iteration 30Q: 3 clusters Score -1823552 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1823602.000000 Penalty: 4760.598145
	Iteration 31Q: 3 clusters Score -1823602 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1823654.000000 Penalty: 4760.598145
	Iteration 32Q: 3 clusters Score -1823654 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1823718.000000 Penalty: 4760.598145
	Iteration 33Q: 3 clusters Score -1823718 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1823799.000000 Penalty: 4760.598145
	Iteration 34Q: 3 clusters Score -1823799 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1823867.000000 Penalty: 4760.598145
	Iteration 35Q: 3 clusters Score -1823867 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1823938.750000 Penalty: 4760.598145
	Iteration 36Q: 3 clusters Score -1823939 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1824001.000000 Penalty: 4760.598145
	Iteration 37Q: 3 clusters Score -1824001 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1824047.250000 Penalty: 4760.598145
	Iteration 38Q: 3 clusters Score -1824047 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1824083.500000 Penalty: 4760.598145
	Iteration 39Q: 3 clusters Score -1824084 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1824116.750000 Penalty: 4760.598145
	Iteration 40F: 3 clusters Score -1824117 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1824148.375000 Penalty: 4760.598145
	Iteration 41Q: 3 clusters Score -1824148 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1824175.750000 Penalty: 4760.598145
	Iteration 42Q: 3 clusters Score -1824176 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1824194.750000 Penalty: 4760.598145
	Iteration 43Q: 3 clusters Score -1824195 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1824215.250000 Penalty: 4760.598145
	Iteration 44Q: 3 clusters Score -1824215 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1824231.000000 Penalty: 4760.598145
	Iteration 45Q: 3 clusters Score -1824231 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1824242.750000 Penalty: 4760.598145
	Iteration 46Q: 3 clusters Score -1824243 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1824251.875000 Penalty: 4760.598145
	Iteration 47Q: 3 clusters Score -1824252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1824259.500000 Penalty: 4760.598145
	Iteration 48Q: 3 clusters Score -1824260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1824272.000000 Penalty: 4760.598145
	Iteration 49Q: 3 clusters Score -1824272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1824272.500000 Penalty: 4760.598145
	Iteration 50Q: 3 clusters Score -1824272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1824272.375000 Penalty: 4760.598145
	Iteration 51Q: 3 clusters Score -1824272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1824270.375000 Penalty: 4760.598145
	Iteration 52Q: 3 clusters Score -1824270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1824270.125000 Penalty: 4760.598145
	Iteration 53Q: 3 clusters Score -1824270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1824271.375000 Penalty: 4760.598145
	Iteration 54Q: 3 clusters Score -1824271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1824270.375000 Penalty: 4760.598145
	Iteration 55Q: 3 clusters Score -1824270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1824270.375000 Penalty: 4760.598145
	Iteration 56F: 3 clusters Score -1824270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 78274 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10450 members 
Mstep: Class 8 contains 17240 members 
Mstep: Class 9 contains 259286 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10427 members 
Mstep: Class 12 contains 56873 members 
Mstep: Class 13 contains 20228 members 
Mstep: Class 14 contains 22569 members 
Mstep: Class 15 contains 28366 members 
Mstep: Class 16 contains 81612 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110534 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 183318 members 
Mstep: Class 21 contains 20222 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9027 members 
Mstep: Class 24 contains 39219 members 
Mstep: Class 25 contains 276312 members 
Mstep: Class 26 contains 14735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624240.000000 Penalty: 90644.539062
Iteration 319Q: 27 clusters Score -1.546242e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 78281 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 17234 members 
Mstep: Class 9 contains 259509 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10430 members 
Mstep: Class 12 contains 56861 members 
Mstep: Class 13 contains 20229 members 
Mstep: Class 14 contains 22570 members 
Mstep: Class 15 contains 28365 members 
Mstep: Class 16 contains 81604 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110503 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 183224 members 
Mstep: Class 21 contains 20224 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9029 members 
Mstep: Class 24 contains 39220 members 
Mstep: Class 25 contains 276236 members 
Mstep: Class 26 contains 14733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624288.000000 Penalty: 90644.539062
Iteration 320F: 27 clusters Score -1.546243e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 78278 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10441 members 
Mstep: Class 8 contains 17229 members 
Mstep: Class 9 contains 259745 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10430 members 
Mstep: Class 12 contains 56849 members 
Mstep: Class 13 contains 20229 members 
Mstep: Class 14 contains 22571 members 
Mstep: Class 15 contains 28365 members 
Mstep: Class 16 contains 81591 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110469 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 183135 members 
Mstep: Class 21 contains 20222 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9029 members 
Mstep: Class 24 contains 39220 members 
Mstep: Class 25 contains 276166 members 
Mstep: Class 26 contains 14729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624320.000000 Penalty: 90644.539062
Iteration 321Q: 27 clusters Score -1.546243e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 78282 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10435 members 
Mstep: Class 8 contains 17225 members 
Mstep: Class 9 contains 259946 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 10429 members 
Mstep: Class 12 contains 56835 members 
Mstep: Class 13 contains 20229 members 
Mstep: Class 14 contains 22575 members 
Mstep: Class 15 contains 28364 members 
Mstep: Class 16 contains 81584 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110438 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 183019 members 
Mstep: Class 21 contains 20226 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9029 members 
Mstep: Class 24 contains 39223 members 
Mstep: Class 25 contains 276127 members 
Mstep: Class 26 contains 14732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624304.000000 Penalty: 90644.539062
Iteration 322Q: 27 clusters Score -1.546243e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 78289 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2777 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10434 members 
Mstep: Class 8 contains 17223 members 
Mstep: Class 9 contains 260176 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 10427 members 
Mstep: Class 12 contains 56820 members 
Mstep: Class 13 contains 20226 members 
Mstep: Class 14 contains 22577 members 
Mstep: Class 15 contains 28365 members 
Mstep: Class 16 contains 81576 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110414 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 182908 members 
Mstep: Class 21 contains 20227 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9029 members 
Mstep: Class 24 contains 39223 members 
Mstep: Class 25 contains 276053 members 
Mstep: Class 26 contains 14732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624048.000000 Penalty: 90644.539062
Iteration 323Q: 27 clusters Score -1.54624e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 78291 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10430 members 
Mstep: Class 8 contains 17219 members 
Mstep: Class 9 contains 260419 members 
Mstep: Class 10 contains 4239 members 
Mstep: Class 11 contains 10425 members 
Mstep: Class 12 contains 56809 members 
Mstep: Class 13 contains 20227 members 
Mstep: Class 14 contains 22579 members 
Mstep: Class 15 contains 28365 members 
Mstep: Class 16 contains 81569 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110384 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 182801 members 
Mstep: Class 21 contains 20229 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9030 members 
Mstep: Class 24 contains 39222 members 
Mstep: Class 25 contains 275966 members 
Mstep: Class 26 contains 14731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624336.000000 Penalty: 90644.539062
Iteration 324Q: 27 clusters Score -1.546243e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 78300 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2777 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10430 members 
Mstep: Class 8 contains 17214 members 
Mstep: Class 9 contains 260652 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 10425 members 
Mstep: Class 12 contains 56789 members 
Mstep: Class 13 contains 20227 members 
Mstep: Class 14 contains 22580 members 
Mstep: Class 15 contains 28366 members 
Mstep: Class 16 contains 81571 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110366 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 182693 members 
Mstep: Class 21 contains 20224 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 39220 members 
Mstep: Class 25 contains 275873 members 
Mstep: Class 26 contains 14736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624112.000000 Penalty: 90644.539062
Iteration 325Q: 27 clusters Score -1.546241e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 78292 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10430 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 260912 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10427 members 
Mstep: Class 12 contains 56765 members 
Mstep: Class 13 contains 20226 members 
Mstep: Class 14 contains 22581 members 
Mstep: Class 15 contains 28366 members 
Mstep: Class 16 contains 81559 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110337 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 182583 members 
Mstep: Class 21 contains 20225 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9037 members 
Mstep: Class 24 contains 39222 members 
Mstep: Class 25 contains 275792 members 
Mstep: Class 26 contains 14735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624240.000000 Penalty: 90644.539062
Iteration 326Q: 27 clusters Score -1.546242e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 78289 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10430 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 261237 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10427 members 
Mstep: Class 12 contains 56743 members 
Mstep: Class 13 contains 20226 members 
Mstep: Class 14 contains 22581 members 
Mstep: Class 15 contains 28365 members 
Mstep: Class 16 contains 81545 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110308 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 182433 members 
Mstep: Class 21 contains 20228 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9040 members 
Mstep: Class 24 contains 39225 members 
Mstep: Class 25 contains 275675 members 
Mstep: Class 26 contains 14737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624400.000000 Penalty: 90644.539062
Iteration 327Q: 27 clusters Score -1.546244e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 78292 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10426 members 
Mstep: Class 8 contains 17213 members 
Mstep: Class 9 contains 261541 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10426 members 
Mstep: Class 12 contains 56718 members 
Mstep: Class 13 contains 20226 members 
Mstep: Class 14 contains 22580 members 
Mstep: Class 15 contains 28365 members 
Mstep: Class 16 contains 81529 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110274 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 182285 members 
Mstep: Class 21 contains 20230 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9040 members 
Mstep: Class 24 contains 39225 members 
Mstep: Class 25 contains 275595 members 
Mstep: Class 26 contains 14737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624528.000000 Penalty: 90644.539062
Iteration 328Q: 27 clusters Score -1.546245e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 78293 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10425 members 
Mstep: Class 8 contains 17210 members 
Mstep: Class 9 contains 261828 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10424 members 
Mstep: Class 12 contains 56704 members 
Mstep: Class 13 contains 20228 members 
Mstep: Class 14 contains 22580 members 
Mstep: Class 15 contains 28364 members 
Mstep: Class 16 contains 81517 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110235 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 182157 members 
Mstep: Class 21 contains 20230 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9041 members 
Mstep: Class 24 contains 39229 members 
Mstep: Class 25 contains 275500 members 
Mstep: Class 26 contains 14735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624432.000000 Penalty: 90644.539062
Iteration 329Q: 27 clusters Score -1.546244e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 78291 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10424 members 
Mstep: Class 8 contains 17210 members 
Mstep: Class 9 contains 262109 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10427 members 
Mstep: Class 12 contains 56698 members 
Mstep: Class 13 contains 20228 members 
Mstep: Class 14 contains 22580 members 
Mstep: Class 15 contains 28362 members 
Mstep: Class 16 contains 81504 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110196 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 182046 members 
Mstep: Class 21 contains 20228 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9042 members 
Mstep: Class 24 contains 39230 members 
Mstep: Class 25 contains 275391 members 
Mstep: Class 26 contains 14735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624880.000000 Penalty: 90644.539062
Iteration 330Q: 27 clusters Score -1.546249e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 78290 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10423 members 
Mstep: Class 8 contains 17207 members 
Mstep: Class 9 contains 262360 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10427 members 
Mstep: Class 12 contains 56685 members 
Mstep: Class 13 contains 20228 members 
Mstep: Class 14 contains 22576 members 
Mstep: Class 15 contains 28362 members 
Mstep: Class 16 contains 81500 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110161 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 181926 members 
Mstep: Class 21 contains 20226 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9042 members 
Mstep: Class 24 contains 39229 members 
Mstep: Class 25 contains 275325 members 
Mstep: Class 26 contains 14735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625088.000000 Penalty: 90644.539062
Iteration 331Q: 27 clusters Score -1.546251e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 78292 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10420 members 
Mstep: Class 8 contains 17200 members 
Mstep: Class 9 contains 262619 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10430 members 
Mstep: Class 12 contains 56678 members 
Mstep: Class 13 contains 20227 members 
Mstep: Class 14 contains 22577 members 
Mstep: Class 15 contains 28363 members 
Mstep: Class 16 contains 81500 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110126 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 181782 members 
Mstep: Class 21 contains 20218 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9042 members 
Mstep: Class 24 contains 39231 members 
Mstep: Class 25 contains 275264 members 
Mstep: Class 26 contains 14732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624848.000000 Penalty: 90644.539062
Iteration 332Q: 27 clusters Score -1.546248e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 78288 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10416 members 
Mstep: Class 8 contains 17201 members 
Mstep: Class 9 contains 262905 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10428 members 
Mstep: Class 12 contains 56665 members 
Mstep: Class 13 contains 20228 members 
Mstep: Class 14 contains 22577 members 
Mstep: Class 15 contains 28364 members 
Mstep: Class 16 contains 81501 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110085 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 181627 members 
Mstep: Class 21 contains 20222 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9043 members 
Mstep: Class 24 contains 39230 members 
Mstep: Class 25 contains 275196 members 
Mstep: Class 26 contains 14729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624752.000000 Penalty: 90644.539062
Iteration 333Q: 27 clusters Score -1.546248e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 78292 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 8 contains 17202 members 
Mstep: Class 9 contains 263205 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10430 members 
Mstep: Class 12 contains 56653 members 
Mstep: Class 13 contains 20226 members 
Mstep: Class 14 contains 22577 members 
Mstep: Class 15 contains 28364 members 
Mstep: Class 16 contains 81502 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110047 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 181464 members 
Mstep: Class 21 contains 20218 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9043 members 
Mstep: Class 24 contains 39230 members 
Mstep: Class 25 contains 275111 members 
Mstep: Class 26 contains 14725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624704.000000 Penalty: 90644.539062
Iteration 334Q: 27 clusters Score -1.546247e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 78291 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 8 contains 17196 members 
Mstep: Class 9 contains 263427 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10435 members 
Mstep: Class 12 contains 56638 members 
Mstep: Class 13 contains 20225 members 
Mstep: Class 14 contains 22578 members 
Mstep: Class 15 contains 28362 members 
Mstep: Class 16 contains 81512 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 110009 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 181337 members 
Mstep: Class 21 contains 20220 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9043 members 
Mstep: Class 24 contains 39233 members 
Mstep: Class 25 contains 275061 members 
Mstep: Class 26 contains 14722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624912.000000 Penalty: 90644.539062
Iteration 335Q: 27 clusters Score -1.546249e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 78293 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10409 members 
Mstep: Class 8 contains 17196 members 
Mstep: Class 9 contains 263646 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10432 members 
Mstep: Class 12 contains 56633 members 
Mstep: Class 13 contains 20226 members 
Mstep: Class 14 contains 22580 members 
Mstep: Class 15 contains 28361 members 
Mstep: Class 16 contains 81523 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109961 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 181213 members 
Mstep: Class 21 contains 20226 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9043 members 
Mstep: Class 24 contains 39230 members 
Mstep: Class 25 contains 275011 members 
Mstep: Class 26 contains 14717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624880.000000 Penalty: 90644.539062
Iteration 336Q: 27 clusters Score -1.546249e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 78299 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10406 members 
Mstep: Class 8 contains 17198 members 
Mstep: Class 9 contains 263904 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10433 members 
Mstep: Class 12 contains 56633 members 
Mstep: Class 13 contains 20228 members 
Mstep: Class 14 contains 22581 members 
Mstep: Class 15 contains 28361 members 
Mstep: Class 16 contains 81527 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109909 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 181098 members 
Mstep: Class 21 contains 20227 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9045 members 
Mstep: Class 24 contains 39231 members 
Mstep: Class 25 contains 274911 members 
Mstep: Class 26 contains 14711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624816.000000 Penalty: 90644.539062
Iteration 337Q: 27 clusters Score -1.546248e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 78296 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10402 members 
Mstep: Class 8 contains 17201 members 
Mstep: Class 9 contains 264188 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10429 members 
Mstep: Class 12 contains 56625 members 
Mstep: Class 13 contains 20227 members 
Mstep: Class 14 contains 22582 members 
Mstep: Class 15 contains 28360 members 
Mstep: Class 16 contains 81530 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109858 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 180979 members 
Mstep: Class 21 contains 20223 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9046 members 
Mstep: Class 24 contains 39232 members 
Mstep: Class 25 contains 274811 members 
Mstep: Class 26 contains 14710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624912.000000 Penalty: 90644.539062
Iteration 338Q: 27 clusters Score -1.546249e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 78291 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10396 members 
Mstep: Class 8 contains 17199 members 
Mstep: Class 9 contains 264442 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10430 members 
Mstep: Class 12 contains 56599 members 
Mstep: Class 13 contains 20228 members 
Mstep: Class 14 contains 22582 members 
Mstep: Class 15 contains 28358 members 
Mstep: Class 16 contains 81521 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109821 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 180867 members 
Mstep: Class 21 contains 20215 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9049 members 
Mstep: Class 24 contains 39231 members 
Mstep: Class 25 contains 274759 members 
Mstep: Class 26 contains 14714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624992.000000 Penalty: 90644.539062
Iteration 339Q: 27 clusters Score -1.54625e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 78279 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10389 members 
Mstep: Class 8 contains 17194 members 
Mstep: Class 9 contains 264692 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10430 members 
Mstep: Class 12 contains 56575 members 
Mstep: Class 13 contains 20228 members 
Mstep: Class 14 contains 22581 members 
Mstep: Class 15 contains 28357 members 
Mstep: Class 16 contains 81521 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109774 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 180745 members 
Mstep: Class 21 contains 20212 members 
Mstep: Class 22 contains 2636 members 
Mstep: Class 23 contains 9056 members 
Mstep: Class 24 contains 39232 members 
Mstep: Class 25 contains 274723 members 
Mstep: Class 26 contains 14715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624928.000000 Penalty: 90644.539062
Iteration 340F: 27 clusters Score -1.546249e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 78268 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10384 members 
Mstep: Class 8 contains 17184 members 
Mstep: Class 9 contains 264911 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10428 members 
Mstep: Class 12 contains 56561 members 
Mstep: Class 13 contains 20228 members 
Mstep: Class 14 contains 22582 members 
Mstep: Class 15 contains 28357 members 
Mstep: Class 16 contains 81519 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109735 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 180622 members 
Mstep: Class 21 contains 20208 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9060 members 
Mstep: Class 24 contains 39230 members 
Mstep: Class 25 contains 274713 members 
Mstep: Class 26 contains 14718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624768.000000 Penalty: 90644.539062
Iteration 341Q: 27 clusters Score -1.546248e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 78276 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10381 members 
Mstep: Class 8 contains 17182 members 
Mstep: Class 9 contains 265045 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10433 members 
Mstep: Class 12 contains 56554 members 
Mstep: Class 13 contains 20227 members 
Mstep: Class 14 contains 22581 members 
Mstep: Class 15 contains 28358 members 
Mstep: Class 16 contains 81509 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109699 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 180539 members 
Mstep: Class 21 contains 20204 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9064 members 
Mstep: Class 24 contains 39230 members 
Mstep: Class 25 contains 274715 members 
Mstep: Class 26 contains 14716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624912.000000 Penalty: 90644.539062
Iteration 342Q: 27 clusters Score -1.546249e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 78275 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10375 members 
Mstep: Class 8 contains 17183 members 
Mstep: Class 9 contains 265187 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10437 members 
Mstep: Class 12 contains 56541 members 
Mstep: Class 13 contains 20225 members 
Mstep: Class 14 contains 22582 members 
Mstep: Class 15 contains 28357 members 
Mstep: Class 16 contains 81502 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109675 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 180465 members 
Mstep: Class 21 contains 20201 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9070 members 
Mstep: Class 24 contains 39228 members 
Mstep: Class 25 contains 274699 members 
Mstep: Class 26 contains 14710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624704.000000 Penalty: 90644.539062
Iteration 343Q: 27 clusters Score -1.546247e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 78272 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10372 members 
Mstep: Class 8 contains 17177 members 
Mstep: Class 9 contains 265315 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 10438 members 
Mstep: Class 12 contains 56532 members 
Mstep: Class 13 contains 20224 members 
Mstep: Class 14 contains 22581 members 
Mstep: Class 15 contains 28357 members 
Mstep: Class 16 contains 81493 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109642 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 180389 members 
Mstep: Class 21 contains 20196 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9073 members 
Mstep: Class 24 contains 39226 members 
Mstep: Class 25 contains 274720 members 
Mstep: Class 26 contains 14702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624704.000000 Penalty: 90644.539062
Iteration 344Q: 27 clusters Score -1.546247e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 78266 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10373 members 
Mstep: Class 8 contains 17173 members 
Mstep: Class 9 contains 265407 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10443 members 
Mstep: Class 12 contains 56516 members 
Mstep: Class 13 contains 20223 members 
Mstep: Class 14 contains 22581 members 
Mstep: Class 15 contains 28356 members 
Mstep: Class 16 contains 81498 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109597 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 180311 members 
Mstep: Class 21 contains 20196 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9077 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 274771 members 
Mstep: Class 26 contains 14697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625168.000000 Penalty: 90644.539062
Iteration 345Q: 27 clusters Score -1.546252e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 78264 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10369 members 
Mstep: Class 8 contains 17169 members 
Mstep: Class 9 contains 265474 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 10437 members 
Mstep: Class 12 contains 56503 members 
Mstep: Class 13 contains 20219 members 
Mstep: Class 14 contains 22581 members 
Mstep: Class 15 contains 28356 members 
Mstep: Class 16 contains 81504 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109555 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 180197 members 
Mstep: Class 21 contains 20191 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9081 members 
Mstep: Class 24 contains 39226 members 
Mstep: Class 25 contains 274894 members 
Mstep: Class 26 contains 14692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625296.000000 Penalty: 90644.539062
Iteration 346Q: 27 clusters Score -1.546253e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 78262 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10366 members 
Mstep: Class 8 contains 17169 members 
Mstep: Class 9 contains 265529 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10435 members 
Mstep: Class 12 contains 56501 members 
Mstep: Class 13 contains 20219 members 
Mstep: Class 14 contains 22582 members 
Mstep: Class 15 contains 28356 members 
Mstep: Class 16 contains 81521 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109522 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 180081 members 
Mstep: Class 21 contains 20183 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9084 members 
Mstep: Class 24 contains 39223 members 
Mstep: Class 25 contains 275000 members 
Mstep: Class 26 contains 14686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625264.000000 Penalty: 90644.539062
Iteration 347Q: 27 clusters Score -1.546253e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 78261 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10360 members 
Mstep: Class 8 contains 17165 members 
Mstep: Class 9 contains 265603 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10439 members 
Mstep: Class 12 contains 56488 members 
Mstep: Class 13 contains 20218 members 
Mstep: Class 14 contains 22583 members 
Mstep: Class 15 contains 28353 members 
Mstep: Class 16 contains 81517 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109495 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 179951 members 
Mstep: Class 21 contains 20170 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9085 members 
Mstep: Class 24 contains 39223 members 
Mstep: Class 25 contains 275117 members 
Mstep: Class 26 contains 14687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625376.000000 Penalty: 90644.539062
Iteration 348Q: 27 clusters Score -1.546254e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 78265 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10352 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 9 contains 265671 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10439 members 
Mstep: Class 12 contains 56472 members 
Mstep: Class 13 contains 20218 members 
Mstep: Class 14 contains 22583 members 
Mstep: Class 15 contains 28351 members 
Mstep: Class 16 contains 81519 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109469 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 179845 members 
Mstep: Class 21 contains 20159 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9085 members 
Mstep: Class 24 contains 39222 members 
Mstep: Class 25 contains 275226 members 
Mstep: Class 26 contains 14686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625840.000000 Penalty: 90644.539062
Iteration 349Q: 27 clusters Score -1.546258e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 78275 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10352 members 
Mstep: Class 8 contains 17153 members 
Mstep: Class 9 contains 265710 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10445 members 
Mstep: Class 12 contains 56463 members 
Mstep: Class 13 contains 20218 members 
Mstep: Class 14 contains 22582 members 
Mstep: Class 15 contains 28350 members 
Mstep: Class 16 contains 81531 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109442 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 179756 members 
Mstep: Class 21 contains 20148 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9085 members 
Mstep: Class 24 contains 39220 members 
Mstep: Class 25 contains 275320 members 
Mstep: Class 26 contains 14678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625680.000000 Penalty: 90644.539062
Iteration 350Q: 27 clusters Score -1.546257e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 78281 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10351 members 
Mstep: Class 8 contains 17152 members 
Mstep: Class 9 contains 265707 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10450 members 
Mstep: Class 12 contains 56450 members 
Mstep: Class 13 contains 20221 members 
Mstep: Class 14 contains 22582 members 
Mstep: Class 15 contains 28350 members 
Mstep: Class 16 contains 81543 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109409 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 179683 members 
Mstep: Class 21 contains 20140 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9087 members 
Mstep: Class 24 contains 39220 members 
Mstep: Class 25 contains 275436 members 
Mstep: Class 26 contains 14669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625424.000000 Penalty: 90644.539062
Iteration 351Q: 27 clusters Score -1.546254e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 78278 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10349 members 
Mstep: Class 8 contains 17147 members 
Mstep: Class 9 contains 265723 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 10456 members 
Mstep: Class 12 contains 56436 members 
Mstep: Class 13 contains 20220 members 
Mstep: Class 14 contains 22584 members 
Mstep: Class 15 contains 28349 members 
Mstep: Class 16 contains 81554 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109394 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 179635 members 
Mstep: Class 21 contains 20138 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9088 members 
Mstep: Class 24 contains 39220 members 
Mstep: Class 25 contains 275498 members 
Mstep: Class 26 contains 14667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625200.000000 Penalty: 90644.539062
Iteration 352Q: 27 clusters Score -1.546252e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 78275 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10344 members 
Mstep: Class 8 contains 17145 members 
Mstep: Class 9 contains 265743 members 
Mstep: Class 10 contains 4229 members 
Mstep: Class 11 contains 10459 members 
Mstep: Class 12 contains 56427 members 
Mstep: Class 13 contains 20217 members 
Mstep: Class 14 contains 22586 members 
Mstep: Class 15 contains 28346 members 
Mstep: Class 16 contains 81571 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109370 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 179556 members 
Mstep: Class 21 contains 20135 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9088 members 
Mstep: Class 24 contains 39221 members 
Mstep: Class 25 contains 275588 members 
Mstep: Class 26 contains 14666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625168.000000 Penalty: 90644.539062
Iteration 353Q: 27 clusters Score -1.546252e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 78280 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10343 members 
Mstep: Class 8 contains 17146 members 
Mstep: Class 9 contains 265725 members 
Mstep: Class 10 contains 4230 members 
Mstep: Class 11 contains 10468 members 
Mstep: Class 12 contains 56412 members 
Mstep: Class 13 contains 20214 members 
Mstep: Class 14 contains 22586 members 
Mstep: Class 15 contains 28343 members 
Mstep: Class 16 contains 81590 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109358 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 179468 members 
Mstep: Class 21 contains 20133 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9088 members 
Mstep: Class 24 contains 39220 members 
Mstep: Class 25 contains 275702 members 
Mstep: Class 26 contains 14659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625360.000000 Penalty: 90644.539062
Iteration 354Q: 27 clusters Score -1.546254e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 78290 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10340 members 
Mstep: Class 8 contains 17141 members 
Mstep: Class 9 contains 265698 members 
Mstep: Class 10 contains 4230 members 
Mstep: Class 11 contains 10469 members 
Mstep: Class 12 contains 56397 members 
Mstep: Class 13 contains 20214 members 
Mstep: Class 14 contains 22585 members 
Mstep: Class 15 contains 28341 members 
Mstep: Class 16 contains 81600 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109348 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 179415 members 
Mstep: Class 21 contains 20130 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9088 members 
Mstep: Class 24 contains 39220 members 
Mstep: Class 25 contains 275806 members 
Mstep: Class 26 contains 14652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625488.000000 Penalty: 90644.539062
Iteration 355Q: 27 clusters Score -1.546255e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 78291 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10338 members 
Mstep: Class 8 contains 17138 members 
Mstep: Class 9 contains 265693 members 
Mstep: Class 10 contains 4229 members 
Mstep: Class 11 contains 10471 members 
Mstep: Class 12 contains 56383 members 
Mstep: Class 13 contains 20215 members 
Mstep: Class 14 contains 22584 members 
Mstep: Class 15 contains 28339 members 
Mstep: Class 16 contains 81598 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109339 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 179370 members 
Mstep: Class 21 contains 20135 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9089 members 
Mstep: Class 24 contains 39218 members 
Mstep: Class 25 contains 275889 members 
Mstep: Class 26 contains 14645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625488.000000 Penalty: 90644.539062
Iteration 356Q: 27 clusters Score -1.546255e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 78284 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10340 members 
Mstep: Class 8 contains 17138 members 
Mstep: Class 9 contains 265684 members 
Mstep: Class 10 contains 4229 members 
Mstep: Class 11 contains 10470 members 
Mstep: Class 12 contains 56369 members 
Mstep: Class 13 contains 20213 members 
Mstep: Class 14 contains 22584 members 
Mstep: Class 15 contains 28337 members 
Mstep: Class 16 contains 81606 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109314 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 179304 members 
Mstep: Class 21 contains 20139 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9090 members 
Mstep: Class 24 contains 39217 members 
Mstep: Class 25 contains 276004 members 
Mstep: Class 26 contains 14640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625488.000000 Penalty: 90644.539062
Iteration 357Q: 27 clusters Score -1.546255e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 78285 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10336 members 
Mstep: Class 8 contains 17131 members 
Mstep: Class 9 contains 265653 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 10466 members 
Mstep: Class 12 contains 56368 members 
Mstep: Class 13 contains 20211 members 
Mstep: Class 14 contains 22583 members 
Mstep: Class 15 contains 28337 members 
Mstep: Class 16 contains 81611 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109288 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 179260 members 
Mstep: Class 21 contains 20141 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9090 members 
Mstep: Class 24 contains 39217 members 
Mstep: Class 25 contains 276135 members 
Mstep: Class 26 contains 14624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625520.000000 Penalty: 90644.539062
Iteration 358Q: 27 clusters Score -1.546255e+08 nChanged 464
Entering ConstructFrom: 
Score: -154625520.000000 Penalty: 90644.539062
Entering ConstructFrom: 
Trying to split cluster 1 (14899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Entering Unmasked Estep 
Score: -1778349.750000 Penalty: 2383.044434
	Iteration 0F: 2 clusters Score -1778350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1767591.250000 Penalty: 4766.088867
	Iteration 0F: 3 clusters Score -1767591 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1771267.625000 Penalty: 4766.088867
	Iteration 1F: 3 clusters Score -1771268 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1771990.750000 Penalty: 4766.088867
	Iteration 2F: 3 clusters Score -1771991 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1772802.500000 Penalty: 4766.088867
	Iteration 3F: 3 clusters Score -1772802 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1773681.250000 Penalty: 4766.088867
	Iteration 4F: 3 clusters Score -1773681 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1774477.500000 Penalty: 4766.088867
	Iteration 5F: 3 clusters Score -1774478 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1775174.125000 Penalty: 4766.088867
	Iteration 6F: 3 clusters Score -1775174 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1775638.375000 Penalty: 4766.088867
	Iteration 7Q: 3 clusters Score -1775638 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1775939.875000 Penalty: 4766.088867
	Iteration 8Q: 3 clusters Score -1775940 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1776126.875000 Penalty: 4766.088867
	Iteration 9Q: 3 clusters Score -1776127 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1776242.500000 Penalty: 4766.088867
	Iteration 10Q: 3 clusters Score -1776242 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1776322.250000 Penalty: 4766.088867
	Iteration 11Q: 3 clusters Score -1776322 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1776366.625000 Penalty: 4766.088867
	Iteration 12Q: 3 clusters Score -1776367 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1776401.375000 Penalty: 4766.088867
	Iteration 13Q: 3 clusters Score -1776401 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1776435.375000 Penalty: 4766.088867
	Iteration 14Q: 3 clusters Score -1776435 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1776472.125000 Penalty: 4766.088867
	Iteration 15Q: 3 clusters Score -1776472 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1776501.500000 Penalty: 4766.088867
	Iteration 16Q: 3 clusters Score -1776502 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1776517.750000 Penalty: 4766.088867
	Iteration 17Q: 3 clusters Score -1776518 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1776528.000000 Penalty: 4766.088867
	Iteration 18Q: 3 clusters Score -1776528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1776542.750000 Penalty: 4766.088867
	Iteration 19Q: 3 clusters Score -1776543 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1776557.250000 Penalty: 4766.088867
	Iteration 20F: 3 clusters Score -1776557 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1776558.875000 Penalty: 4766.088867
	Iteration 21Q: 3 clusters Score -1776559 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1776572.375000 Penalty: 4766.088867
	Iteration 22Q: 3 clusters Score -1776572 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1776575.125000 Penalty: 4766.088867
	Iteration 23Q: 3 clusters Score -1776575 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1776587.000000 Penalty: 4766.088867
	Iteration 24Q: 3 clusters Score -1776587 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1776595.375000 Penalty: 4766.088867
	Iteration 25Q: 3 clusters Score -1776595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1776596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1776596.500000 Penalty: 4766.088867
	Iteration 27Q: 3 clusters Score -1776596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1776607.250000 Penalty: 4766.088867
	Iteration 28Q: 3 clusters Score -1776607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1776603.750000 Penalty: 4766.088867
	Iteration 29Q: 3 clusters Score -1776604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1776604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1776606.375000 Penalty: 4766.088867
	Iteration 31Q: 3 clusters Score -1776606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1776608.250000 Penalty: 4766.088867
	Iteration 32Q: 3 clusters Score -1776608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1776614.500000 Penalty: 4766.088867
	Iteration 33Q: 3 clusters Score -1776614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1776616.500000 Penalty: 4766.088867
	Iteration 34Q: 3 clusters Score -1776616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1776626.000000 Penalty: 4766.088867
	Iteration 35Q: 3 clusters Score -1776626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1776626.375000 Penalty: 4766.088867
	Iteration 36Q: 3 clusters Score -1776626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1776632.625000 Penalty: 4766.088867
	Iteration 37Q: 3 clusters Score -1776633 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1776636.500000 Penalty: 4766.088867
	Iteration 38Q: 3 clusters Score -1776636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1776638.125000 Penalty: 4766.088867
	Iteration 39Q: 3 clusters Score -1776638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1776641.250000 Penalty: 4766.088867
	Iteration 40F: 3 clusters Score -1776641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1776646.125000 Penalty: 4766.088867
	Iteration 41Q: 3 clusters Score -1776646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1776645.250000 Penalty: 4766.088867
	Iteration 42Q: 3 clusters Score -1776645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1776651.250000 Penalty: 4766.088867
	Iteration 43Q: 3 clusters Score -1776651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1776649.000000 Penalty: 4766.088867
	Iteration 44Q: 3 clusters Score -1776649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1776650.750000 Penalty: 4766.088867
	Iteration 45Q: 3 clusters Score -1776651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1776649.125000 Penalty: 4766.088867
	Iteration 46Q: 3 clusters Score -1776649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1776650.500000 Penalty: 4766.088867
	Iteration 47Q: 3 clusters Score -1776650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1776648.000000 Penalty: 4766.088867
	Iteration 48Q: 3 clusters Score -1776648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1776650.250000 Penalty: 4766.088867
	Iteration 49Q: 3 clusters Score -1776650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1776649.250000 Penalty: 4766.088867
	Iteration 50Q: 3 clusters Score -1776649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1776651.125000 Penalty: 4766.088867
	Iteration 51Q: 3 clusters Score -1776651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1776651.500000 Penalty: 4766.088867
	Iteration 52Q: 3 clusters Score -1776652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1776649.750000 Penalty: 4766.088867
	Iteration 53Q: 3 clusters Score -1776650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1776650.750000 Penalty: 4766.088867
	Iteration 54Q: 3 clusters Score -1776651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1776646.750000 Penalty: 4766.088867
	Iteration 55Q: 3 clusters Score -1776647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1776647.625000 Penalty: 4766.088867
	Iteration 56Q: 3 clusters Score -1776648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1776649.250000 Penalty: 4766.088867
	Iteration 57Q: 3 clusters Score -1776649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1776649.250000 Penalty: 4766.088867
	Iteration 58F: 3 clusters Score -1776649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (78288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78288 members 
Entering Unmasked Estep 
Score: -9474618.000000 Penalty: 2794.500977
	Iteration 0F: 2 clusters Score -9474618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -9422441.000000 Penalty: 5589.001953
	Iteration 0F: 3 clusters Score -9422441 nChanged 36766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -9443029.000000 Penalty: 5589.001953
	Iteration 1F: 3 clusters Score -9443029 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -9443786.000000 Penalty: 5589.001953
	Iteration 2Q: 3 clusters Score -9443786 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -9444879.000000 Penalty: 5589.001953
	Iteration 3Q: 3 clusters Score -9444879 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -9446044.000000 Penalty: 5589.001953
	Iteration 4Q: 3 clusters Score -9446044 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -9447705.000000 Penalty: 5589.001953
	Iteration 5Q: 3 clusters Score -9447705 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -9449763.000000 Penalty: 5589.001953
	Iteration 6F: 3 clusters Score -9449763 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -9452217.000000 Penalty: 5589.001953
	Iteration 7F: 3 clusters Score -9452217 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -9454814.000000 Penalty: 5589.001953
	Iteration 8F: 3 clusters Score -9454814 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -9456973.000000 Penalty: 5589.001953
	Iteration 9F: 3 clusters Score -9456973 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58181 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -9458504.000000 Penalty: 5589.001953
	Iteration 10Q: 3 clusters Score -9458504 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60483 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -9459867.000000 Penalty: 5589.001953
	Iteration 11Q: 3 clusters Score -9459867 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62615 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -9461165.000000 Penalty: 5589.001953
	Iteration 12Q: 3 clusters Score -9461165 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64645 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -9463220.000000 Penalty: 5589.001953
	Iteration 13Q: 3 clusters Score -9463220 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66431 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -9467407.000000 Penalty: 5589.001953
	Iteration 14Q: 3 clusters Score -9467407 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67305 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -9469458.000000 Penalty: 5589.001953
	Iteration 15Q: 3 clusters Score -9469458 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68071 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -9470136.000000 Penalty: 5589.001953
	Iteration 16Q: 3 clusters Score -9470136 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68753 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -9470513.000000 Penalty: 5589.001953
	Iteration 17Q: 3 clusters Score -9470513 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69340 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -9470740.000000 Penalty: 5589.001953
	Iteration 18Q: 3 clusters Score -9470740 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69818 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -9470876.000000 Penalty: 5589.001953
	Iteration 19Q: 3 clusters Score -9470876 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70202 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -9470955.000000 Penalty: 5589.001953
	Iteration 20F: 3 clusters Score -9470955 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -9471067.000000 Penalty: 5589.001953
	Iteration 21Q: 3 clusters Score -9471067 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70865 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -9471134.000000 Penalty: 5589.001953
	Iteration 22Q: 3 clusters Score -9471134 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71144 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -9471224.000000 Penalty: 5589.001953
	Iteration 23Q: 3 clusters Score -9471224 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71405 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -9471281.000000 Penalty: 5589.001953
	Iteration 24Q: 3 clusters Score -9471281 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71618 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -9471294.000000 Penalty: 5589.001953
	Iteration 25Q: 3 clusters Score -9471294 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71803 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -9471331.000000 Penalty: 5589.001953
	Iteration 26Q: 3 clusters Score -9471331 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71986 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -9471361.000000 Penalty: 5589.001953
	Iteration 27Q: 3 clusters Score -9471361 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72166 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -9471425.000000 Penalty: 5589.001953
	Iteration 28Q: 3 clusters Score -9471425 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72310 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -9471438.000000 Penalty: 5589.001953
	Iteration 29Q: 3 clusters Score -9471438 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72443 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -9471465.000000 Penalty: 5589.001953
	Iteration 30Q: 3 clusters Score -9471465 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72581 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -9471515.000000 Penalty: 5589.001953
	Iteration 31Q: 3 clusters Score -9471515 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72705 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -9471540.000000 Penalty: 5589.001953
	Iteration 32Q: 3 clusters Score -9471540 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72805 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -9471577.000000 Penalty: 5589.001953
	Iteration 33Q: 3 clusters Score -9471577 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -9471582.000000 Penalty: 5589.001953
	Iteration 34Q: 3 clusters Score -9471582 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72983 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -9471592.000000 Penalty: 5589.001953
	Iteration 35Q: 3 clusters Score -9471592 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73054 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -9471617.000000 Penalty: 5589.001953
	Iteration 36Q: 3 clusters Score -9471617 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73117 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -9471621.000000 Penalty: 5589.001953
	Iteration 37Q: 3 clusters Score -9471621 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73186 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -9471621.000000 Penalty: 5589.001953
	Iteration 38Q: 3 clusters Score -9471621 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73250 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -9471645.000000 Penalty: 5589.001953
	Iteration 39Q: 3 clusters Score -9471645 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73314 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -9471641.000000 Penalty: 5589.001953
	Iteration 40F: 3 clusters Score -9471641 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -9471657.000000 Penalty: 5589.001953
	Iteration 41Q: 3 clusters Score -9471657 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73433 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -9471644.000000 Penalty: 5589.001953
	Iteration 42Q: 3 clusters Score -9471644 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -9471642.000000 Penalty: 5589.001953
	Iteration 43Q: 3 clusters Score -9471642 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73552 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -9471645.000000 Penalty: 5589.001953
	Iteration 44Q: 3 clusters Score -9471645 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73599 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -9471665.000000 Penalty: 5589.001953
	Iteration 45Q: 3 clusters Score -9471665 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73642 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -9471672.000000 Penalty: 5589.001953
	Iteration 46Q: 3 clusters Score -9471672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73683 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -9471671.000000 Penalty: 5589.001953
	Iteration 47Q: 3 clusters Score -9471671 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73724 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -9471679.000000 Penalty: 5589.001953
	Iteration 48Q: 3 clusters Score -9471679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73766 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -9471669.000000 Penalty: 5589.001953
	Iteration 49Q: 3 clusters Score -9471669 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73801 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -9471674.000000 Penalty: 5589.001953
	Iteration 50Q: 3 clusters Score -9471674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73832 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -9471667.000000 Penalty: 5589.001953
	Iteration 51Q: 3 clusters Score -9471667 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73868 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -9471690.000000 Penalty: 5589.001953
	Iteration 52Q: 3 clusters Score -9471690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73898 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -9471689.000000 Penalty: 5589.001953
	Iteration 53Q: 3 clusters Score -9471689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73927 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -9471689.000000 Penalty: 5589.001953
	Iteration 54Q: 3 clusters Score -9471689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -9471682.000000 Penalty: 5589.001953
	Iteration 55Q: 3 clusters Score -9471682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73976 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -9471694.000000 Penalty: 5589.001953
	Iteration 56Q: 3 clusters Score -9471694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74007 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -9471692.000000 Penalty: 5589.001953
	Iteration 57Q: 3 clusters Score -9471692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74028 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -9471683.000000 Penalty: 5589.001953
	Iteration 58Q: 3 clusters Score -9471683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74052 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -9471687.000000 Penalty: 5589.001953
	Iteration 59Q: 3 clusters Score -9471687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74080 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -9471686.000000 Penalty: 5589.001953
	Iteration 60F: 3 clusters Score -9471686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74107 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -9471694.000000 Penalty: 5589.001953
	Iteration 61Q: 3 clusters Score -9471694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74124 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -9471695.000000 Penalty: 5589.001953
	Iteration 62Q: 3 clusters Score -9471695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74135 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -9471695.000000 Penalty: 5589.001953
	Iteration 63Q: 3 clusters Score -9471695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -9471688.000000 Penalty: 5589.001953
	Iteration 64Q: 3 clusters Score -9471688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74159 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -9471696.000000 Penalty: 5589.001953
	Iteration 65Q: 3 clusters Score -9471696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74167 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -9471698.000000 Penalty: 5589.001953
	Iteration 66Q: 3 clusters Score -9471698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74175 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -9471714.000000 Penalty: 5589.001953
	Iteration 67Q: 3 clusters Score -9471714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74182 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -9471719.000000 Penalty: 5589.001953
	Iteration 68Q: 3 clusters Score -9471719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74194 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -9471710.000000 Penalty: 5589.001953
	Iteration 69Q: 3 clusters Score -9471710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74206 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -9471703.000000 Penalty: 5589.001953
	Iteration 70Q: 3 clusters Score -9471703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74213 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -9471716.000000 Penalty: 5589.001953
	Iteration 71Q: 3 clusters Score -9471716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74219 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -9471709.000000 Penalty: 5589.001953
	Iteration 72Q: 3 clusters Score -9471709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74227 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -9471719.000000 Penalty: 5589.001953
	Iteration 73Q: 3 clusters Score -9471719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74235 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -9471724.000000 Penalty: 5589.001953
	Iteration 74Q: 3 clusters Score -9471724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74249 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -9471730.000000 Penalty: 5589.001953
	Iteration 75Q: 3 clusters Score -9471730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74261 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -9471733.000000 Penalty: 5589.001953
	Iteration 76Q: 3 clusters Score -9471733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74269 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -9471726.000000 Penalty: 5589.001953
	Iteration 77Q: 3 clusters Score -9471726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74277 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -9471724.000000 Penalty: 5589.001953
	Iteration 78Q: 3 clusters Score -9471724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74290 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -9471724.000000 Penalty: 5589.001953
	Iteration 79Q: 3 clusters Score -9471724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74303 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -9471709.000000 Penalty: 5589.001953
	Iteration 80F: 3 clusters Score -9471709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74315 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -9471706.000000 Penalty: 5589.001953
	Iteration 81Q: 3 clusters Score -9471706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74331 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -9471720.000000 Penalty: 5589.001953
	Iteration 82Q: 3 clusters Score -9471720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74342 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -9471729.000000 Penalty: 5589.001953
	Iteration 83Q: 3 clusters Score -9471729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74353 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -9471728.000000 Penalty: 5589.001953
	Iteration 84Q: 3 clusters Score -9471728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74365 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -9471730.000000 Penalty: 5589.001953
	Iteration 85Q: 3 clusters Score -9471730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74379 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -9471735.000000 Penalty: 5589.001953
	Iteration 86Q: 3 clusters Score -9471735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74395 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -9471748.000000 Penalty: 5589.001953
	Iteration 87Q: 3 clusters Score -9471748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74408 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -9471738.000000 Penalty: 5589.001953
	Iteration 88Q: 3 clusters Score -9471738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74420 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -9471744.000000 Penalty: 5589.001953
	Iteration 89Q: 3 clusters Score -9471744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74431 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -9471742.000000 Penalty: 5589.001953
	Iteration 90Q: 3 clusters Score -9471742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74446 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -9471755.000000 Penalty: 5589.001953
	Iteration 91Q: 3 clusters Score -9471755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74458 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -9471755.000000 Penalty: 5589.001953
	Iteration 92Q: 3 clusters Score -9471755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74472 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -9471749.000000 Penalty: 5589.001953
	Iteration 93Q: 3 clusters Score -9471749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74485 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -9471755.000000 Penalty: 5589.001953
	Iteration 94Q: 3 clusters Score -9471755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74492 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -9471748.000000 Penalty: 5589.001953
	Iteration 95Q: 3 clusters Score -9471748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74503 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -9471749.000000 Penalty: 5589.001953
	Iteration 96Q: 3 clusters Score -9471749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74511 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -9471749.000000 Penalty: 5589.001953
	Iteration 97Q: 3 clusters Score -9471749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74521 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -9471760.000000 Penalty: 5589.001953
	Iteration 98Q: 3 clusters Score -9471760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74528 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -9471756.000000 Penalty: 5589.001953
	Iteration 99Q: 3 clusters Score -9471756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74540 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -9471739.000000 Penalty: 5589.001953
	Iteration 100F: 3 clusters Score -9471739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74562 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -9471747.000000 Penalty: 5589.001953
	Iteration 101Q: 3 clusters Score -9471747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74576 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -9471750.000000 Penalty: 5589.001953
	Iteration 102Q: 3 clusters Score -9471750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74583 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -9471744.000000 Penalty: 5589.001953
	Iteration 103Q: 3 clusters Score -9471744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74592 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -9471751.000000 Penalty: 5589.001953
	Iteration 104Q: 3 clusters Score -9471751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74602 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -9471744.000000 Penalty: 5589.001953
	Iteration 105Q: 3 clusters Score -9471744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74612 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -9471743.000000 Penalty: 5589.001953
	Iteration 106Q: 3 clusters Score -9471743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74618 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -9471742.000000 Penalty: 5589.001953
	Iteration 107Q: 3 clusters Score -9471742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74622 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -9471735.000000 Penalty: 5589.001953
	Iteration 108Q: 3 clusters Score -9471735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74625 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -9471743.000000 Penalty: 5589.001953
	Iteration 109Q: 3 clusters Score -9471743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74626 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -9471736.000000 Penalty: 5589.001953
	Iteration 110Q: 3 clusters Score -9471736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74628 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -9471742.000000 Penalty: 5589.001953
	Iteration 111Q: 3 clusters Score -9471742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74629 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -9471738.000000 Penalty: 5589.001953
	Iteration 112Q: 3 clusters Score -9471738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74631 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -9471739.000000 Penalty: 5589.001953
	Iteration 113Q: 3 clusters Score -9471739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74633 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -9471739.000000 Penalty: 5589.001953
	Iteration 114Q: 3 clusters Score -9471739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74633 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -9471739.000000 Penalty: 5589.001953
	Iteration 115F: 3 clusters Score -9471739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -63054.367188 Penalty: 1580.583252
	Iteration 0F: 2 clusters Score -63054.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61477.484375 Penalty: 3161.166504
	Iteration 0F: 3 clusters Score -61477.48 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61702.652344 Penalty: 3161.166504
	Iteration 1F: 3 clusters Score -61702.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -61779.707031 Penalty: 3161.166504
	Iteration 2F: 3 clusters Score -61779.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -61842.371094 Penalty: 3161.166504
	Iteration 3Q: 3 clusters Score -61842.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -61911.292969 Penalty: 3161.166504
	Iteration 4Q: 3 clusters Score -61911.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -61962.761719 Penalty: 3161.166504
	Iteration 5Q: 3 clusters Score -61962.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -62020.343750 Penalty: 3161.166504
	Iteration 6Q: 3 clusters Score -62020.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62096.320312 Penalty: 3161.166504
	Iteration 7Q: 3 clusters Score -62096.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -62222.851562 Penalty: 3161.166504
	Iteration 8Q: 3 clusters Score -62222.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -62283.109375 Penalty: 3161.166504
	Iteration 9Q: 3 clusters Score -62283.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -62335.042969 Penalty: 3161.166504
	Iteration 10Q: 3 clusters Score -62335.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -62387.597656 Penalty: 3161.166504
	Iteration 11Q: 3 clusters Score -62387.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -62430.128906 Penalty: 3161.166504
	Iteration 12Q: 3 clusters Score -62430.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -62485.664062 Penalty: 3161.166504
	Iteration 13Q: 3 clusters Score -62485.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -62526.398438 Penalty: 3161.166504
	Iteration 14Q: 3 clusters Score -62526.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -62549.488281 Penalty: 3161.166504
	Iteration 15Q: 3 clusters Score -62549.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62567.519531 Penalty: 3161.166504
	Iteration 16Q: 3 clusters Score -62567.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -62577.316406 Penalty: 3161.166504
	Iteration 17Q: 3 clusters Score -62577.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -62580.082031 Penalty: 3161.166504
	Iteration 18Q: 3 clusters Score -62580.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -62580.082031 Penalty: 3161.166504
	Iteration 19F: 3 clusters Score -62580.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Entering Unmasked Estep 
Score: -314016.468750 Penalty: 1966.065918
	Iteration 0F: 2 clusters Score -314016.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -310904.375000 Penalty: 3932.131836
	Iteration 0F: 3 clusters Score -310904.4 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -311518.968750 Penalty: 3932.131836
	Iteration 1F: 3 clusters Score -311519 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -311732.500000 Penalty: 3932.131836
	Iteration 2F: 3 clusters Score -311732.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -311854.625000 Penalty: 3932.131836
	Iteration 3F: 3 clusters Score -311854.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -311940.375000 Penalty: 3932.131836
	Iteration 4Q: 3 clusters Score -311940.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -311989.562500 Penalty: 3932.131836
	Iteration 5Q: 3 clusters Score -311989.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -312035.218750 Penalty: 3932.131836
	Iteration 6Q: 3 clusters Score -312035.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -312067.625000 Penalty: 3932.131836
	Iteration 7Q: 3 clusters Score -312067.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -312092.156250 Penalty: 3932.131836
	Iteration 8Q: 3 clusters Score -312092.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -312114.031250 Penalty: 3932.131836
	Iteration 9Q: 3 clusters Score -312114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -312131.312500 Penalty: 3932.131836
	Iteration 10Q: 3 clusters Score -312131.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -312143.781250 Penalty: 3932.131836
	Iteration 11Q: 3 clusters Score -312143.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -312151.468750 Penalty: 3932.131836
	Iteration 12Q: 3 clusters Score -312151.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -312156.437500 Penalty: 3932.131836
	Iteration 13Q: 3 clusters Score -312156.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -312160.843750 Penalty: 3932.131836
	Iteration 14Q: 3 clusters Score -312160.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -312166.875000 Penalty: 3932.131836
	Iteration 15Q: 3 clusters Score -312166.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -312170.250000 Penalty: 3932.131836
	Iteration 16Q: 3 clusters Score -312170.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -312172.593750 Penalty: 3932.131836
	Iteration 17Q: 3 clusters Score -312172.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -312174.656250 Penalty: 3932.131836
	Iteration 18Q: 3 clusters Score -312174.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -312175.468750 Penalty: 3932.131836
	Iteration 19Q: 3 clusters Score -312175.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -312175.531250 Penalty: 3932.131836
	Iteration 20F: 3 clusters Score -312175.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -312175.812500 Penalty: 3932.131836
	Iteration 21Q: 3 clusters Score -312175.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -312175.812500 Penalty: 3932.131836
	Iteration 22F: 3 clusters Score -312175.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Entering Unmasked Estep 
Score: -488590.031250 Penalty: 2058.161133
	Iteration 0F: 2 clusters Score -488590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -484681.000000 Penalty: 4116.322266
	Iteration 0F: 3 clusters Score -484681 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -485583.281250 Penalty: 4116.322266
	Iteration 1F: 3 clusters Score -485583.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -485779.500000 Penalty: 4116.322266
	Iteration 2F: 3 clusters Score -485779.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -485909.781250 Penalty: 4116.322266
	Iteration 3Q: 3 clusters Score -485909.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -486010.937500 Penalty: 4116.322266
	Iteration 4Q: 3 clusters Score -486010.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -486095.093750 Penalty: 4116.322266
	Iteration 5Q: 3 clusters Score -486095.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -486152.187500 Penalty: 4116.322266
	Iteration 6Q: 3 clusters Score -486152.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -486217.093750 Penalty: 4116.322266
	Iteration 7Q: 3 clusters Score -486217.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -486274.375000 Penalty: 4116.322266
	Iteration 8Q: 3 clusters Score -486274.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -486316.843750 Penalty: 4116.322266
	Iteration 9Q: 3 clusters Score -486316.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -486360.062500 Penalty: 4116.322266
	Iteration 10Q: 3 clusters Score -486360.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -486415.656250 Penalty: 4116.322266
	Iteration 11Q: 3 clusters Score -486415.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -486481.468750 Penalty: 4116.322266
	Iteration 12Q: 3 clusters Score -486481.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -486563.312500 Penalty: 4116.322266
	Iteration 13Q: 3 clusters Score -486563.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -486670.375000 Penalty: 4116.322266
	Iteration 14Q: 3 clusters Score -486670.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -486792.281250 Penalty: 4116.322266
	Iteration 15Q: 3 clusters Score -486792.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -486916.156250 Penalty: 4116.322266
	Iteration 16Q: 3 clusters Score -486916.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -487049.375000 Penalty: 4116.322266
	Iteration 17Q: 3 clusters Score -487049.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -487189.500000 Penalty: 4116.322266
	Iteration 18Q: 3 clusters Score -487189.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -487319.875000 Penalty: 4116.322266
	Iteration 19Q: 3 clusters Score -487319.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -487417.843750 Penalty: 4116.322266
	Iteration 20F: 3 clusters Score -487417.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -487473.093750 Penalty: 4116.322266
	Iteration 21Q: 3 clusters Score -487473.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -487498.281250 Penalty: 4116.322266
	Iteration 22Q: 3 clusters Score -487498.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -487513.531250 Penalty: 4116.322266
	Iteration 23Q: 3 clusters Score -487513.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -487522.625000 Penalty: 4116.322266
	Iteration 24Q: 3 clusters Score -487522.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -487530.406250 Penalty: 4116.322266
	Iteration 25Q: 3 clusters Score -487530.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -487533.593750 Penalty: 4116.322266
	Iteration 26Q: 3 clusters Score -487533.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -487540.062500 Penalty: 4116.322266
	Iteration 27Q: 3 clusters Score -487540.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -487544.593750 Penalty: 4116.322266
	Iteration 28Q: 3 clusters Score -487544.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -487546.781250 Penalty: 4116.322266
	Iteration 29Q: 3 clusters Score -487546.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -487546.937500 Penalty: 4116.322266
	Iteration 30Q: 3 clusters Score -487546.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -487547.750000 Penalty: 4116.322266
	Iteration 31Q: 3 clusters Score -487547.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -487549.187500 Penalty: 4116.322266
	Iteration 32Q: 3 clusters Score -487549.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -487549.187500 Penalty: 4116.322266
	Iteration 33F: 3 clusters Score -487549.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -46166.210938 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -46166.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44724.578125 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -44724.58 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44999.519531 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -44999.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45201.839844 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -45201.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45404.757812 Penalty: 3050.698975
	Iteration 3F: 3 clusters Score -45404.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45711.816406 Penalty: 3050.698975
	Iteration 4F: 3 clusters Score -45711.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46022.917969 Penalty: 3050.698975
	Iteration 5F: 3 clusters Score -46022.92 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46331.562500 Penalty: 3050.698975
	Iteration 6F: 3 clusters Score -46331.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46554.257812 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -46554.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46618.597656 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -46618.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46650.582031 Penalty: 3050.698975
	Iteration 9Q: 3 clusters Score -46650.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46653.207031 Penalty: 3050.698975
	Iteration 10Q: 3 clusters Score -46653.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46653.207031 Penalty: 3050.698975
	Iteration 11F: 3 clusters Score -46653.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 78288 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 266 members 
Mstep: Class 7 contains 10334 members 
Mstep: Class 8 contains 17130 members 
Mstep: Class 9 contains 265636 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 10467 members 
Mstep: Class 12 contains 56363 members 
Mstep: Class 13 contains 20211 members 
Mstep: Class 14 contains 22583 members 
Mstep: Class 15 contains 28337 members 
Mstep: Class 16 contains 81615 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109273 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 179200 members 
Mstep: Class 21 contains 20142 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9091 members 
Mstep: Class 24 contains 39217 members 
Mstep: Class 25 contains 276235 members 
Mstep: Class 26 contains 14613 members 
Mstep: Class 27 contains 203 members 
Entering Unmasked Estep 
Score: -154623904.000000 Penalty: 94130.875000
Splitting cluster 6 changes total score from -154625520.000000 to -154623904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Entering Unmasked Estep 
Score: -1294432.125000 Penalty: 2292.312256
	Iteration 0F: 2 clusters Score -1294432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1286579.625000 Penalty: 4584.624512
	Iteration 0F: 3 clusters Score -1286580 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1288872.250000 Penalty: 4584.624512
	Iteration 1F: 3 clusters Score -1288872 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1289181.250000 Penalty: 4584.624512
	Iteration 2F: 3 clusters Score -1289181 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1289450.250000 Penalty: 4584.624512
	Iteration 3F: 3 clusters Score -1289450 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1289731.750000 Penalty: 4584.624512
	Iteration 4Q: 3 clusters Score -1289732 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1290008.000000 Penalty: 4584.624512
	Iteration 5Q: 3 clusters Score -1290008 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1290302.375000 Penalty: 4584.624512
	Iteration 6Q: 3 clusters Score -1290302 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1290574.875000 Penalty: 4584.624512
	Iteration 7Q: 3 clusters Score -1290575 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1290841.250000 Penalty: 4584.624512
	Iteration 8Q: 3 clusters Score -1290841 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1291108.875000 Penalty: 4584.624512
	Iteration 9Q: 3 clusters Score -1291109 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1291387.875000 Penalty: 4584.624512
	Iteration 10Q: 3 clusters Score -1291388 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1291621.625000 Penalty: 4584.624512
	Iteration 11Q: 3 clusters Score -1291622 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1291790.625000 Penalty: 4584.624512
	Iteration 12Q: 3 clusters Score -1291791 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1291938.125000 Penalty: 4584.624512
	Iteration 13Q: 3 clusters Score -1291938 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1292061.375000 Penalty: 4584.624512
	Iteration 14Q: 3 clusters Score -1292061 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1292126.875000 Penalty: 4584.624512
	Iteration 15Q: 3 clusters Score -1292127 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1292180.625000 Penalty: 4584.624512
	Iteration 16Q: 3 clusters Score -1292181 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1292218.000000 Penalty: 4584.624512
	Iteration 17Q: 3 clusters Score -1292218 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1292244.000000 Penalty: 4584.624512
	Iteration 18Q: 3 clusters Score -1292244 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1292261.000000 Penalty: 4584.624512
	Iteration 19Q: 3 clusters Score -1292261 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1292283.375000 Penalty: 4584.624512
	Iteration 20F: 3 clusters Score -1292283 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1292302.750000 Penalty: 4584.624512
	Iteration 21Q: 3 clusters Score -1292303 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1292322.750000 Penalty: 4584.624512
	Iteration 22Q: 3 clusters Score -1292323 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1292336.875000 Penalty: 4584.624512
	Iteration 23Q: 3 clusters Score -1292337 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1292349.125000 Penalty: 4584.624512
	Iteration 24Q: 3 clusters Score -1292349 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1292360.125000 Penalty: 4584.624512
	Iteration 25Q: 3 clusters Score -1292360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1292363.875000 Penalty: 4584.624512
	Iteration 26Q: 3 clusters Score -1292364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1292368.375000 Penalty: 4584.624512
	Iteration 27Q: 3 clusters Score -1292368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1292369.250000 Penalty: 4584.624512
	Iteration 28Q: 3 clusters Score -1292369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1292374.125000 Penalty: 4584.624512
	Iteration 29Q: 3 clusters Score -1292374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1292378.750000 Penalty: 4584.624512
	Iteration 30Q: 3 clusters Score -1292379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1292379.625000 Penalty: 4584.624512
	Iteration 31Q: 3 clusters Score -1292380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1292381.625000 Penalty: 4584.624512
	Iteration 32Q: 3 clusters Score -1292382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1292382.875000 Penalty: 4584.624512
	Iteration 33Q: 3 clusters Score -1292383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1292384.125000 Penalty: 4584.624512
	Iteration 34Q: 3 clusters Score -1292384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1292385.750000 Penalty: 4584.624512
	Iteration 35Q: 3 clusters Score -1292386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1292385.125000 Penalty: 4584.624512
	Iteration 36Q: 3 clusters Score -1292385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1292386.500000 Penalty: 4584.624512
	Iteration 37Q: 3 clusters Score -1292386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1292387.375000 Penalty: 4584.624512
	Iteration 38Q: 3 clusters Score -1292387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1292388.125000 Penalty: 4584.624512
	Iteration 39Q: 3 clusters Score -1292388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1292389.750000 Penalty: 4584.624512
	Iteration 40F: 3 clusters Score -1292390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Entering Unmasked Estep 
Score: -2147788.000000 Penalty: 2417.649414
	Iteration 0F: 2 clusters Score -2147788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2135608.000000 Penalty: 4835.298828
	Iteration 0F: 3 clusters Score -2135608 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2139564.750000 Penalty: 4835.298828
	Iteration 1F: 3 clusters Score -2139565 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2139948.500000 Penalty: 4835.298828
	Iteration 2F: 3 clusters Score -2139948 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2140200.000000 Penalty: 4835.298828
	Iteration 3Q: 3 clusters Score -2140200 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2140426.250000 Penalty: 4835.298828
	Iteration 4Q: 3 clusters Score -2140426 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2140630.000000 Penalty: 4835.298828
	Iteration 5Q: 3 clusters Score -2140630 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2140829.000000 Penalty: 4835.298828
	Iteration 6Q: 3 clusters Score -2140829 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2141071.250000 Penalty: 4835.298828
	Iteration 7Q: 3 clusters Score -2141071 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2141323.500000 Penalty: 4835.298828
	Iteration 8Q: 3 clusters Score -2141324 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2141627.750000 Penalty: 4835.298828
	Iteration 9Q: 3 clusters Score -2141628 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2141934.750000 Penalty: 4835.298828
	Iteration 10Q: 3 clusters Score -2141935 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2142291.500000 Penalty: 4835.298828
	Iteration 11Q: 3 clusters Score -2142292 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2142719.000000 Penalty: 4835.298828
	Iteration 12Q: 3 clusters Score -2142719 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2143092.500000 Penalty: 4835.298828
	Iteration 13Q: 3 clusters Score -2143092 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2143438.250000 Penalty: 4835.298828
	Iteration 14Q: 3 clusters Score -2143438 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2143728.000000 Penalty: 4835.298828
	Iteration 15Q: 3 clusters Score -2143728 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2143954.000000 Penalty: 4835.298828
	Iteration 16Q: 3 clusters Score -2143954 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2144100.750000 Penalty: 4835.298828
	Iteration 17Q: 3 clusters Score -2144101 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2144202.250000 Penalty: 4835.298828
	Iteration 18Q: 3 clusters Score -2144202 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2144266.500000 Penalty: 4835.298828
	Iteration 19Q: 3 clusters Score -2144266 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2144309.750000 Penalty: 4835.298828
	Iteration 20F: 3 clusters Score -2144310 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2144337.250000 Penalty: 4835.298828
	Iteration 21Q: 3 clusters Score -2144337 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2144360.000000 Penalty: 4835.298828
	Iteration 22Q: 3 clusters Score -2144360 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2144377.750000 Penalty: 4835.298828
	Iteration 23Q: 3 clusters Score -2144378 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2144404.000000 Penalty: 4835.298828
	Iteration 24Q: 3 clusters Score -2144404 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2144415.750000 Penalty: 4835.298828
	Iteration 25Q: 3 clusters Score -2144416 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2144430.000000 Penalty: 4835.298828
	Iteration 26Q: 3 clusters Score -2144430 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2144436.750000 Penalty: 4835.298828
	Iteration 27Q: 3 clusters Score -2144437 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2144451.000000 Penalty: 4835.298828
	Iteration 28Q: 3 clusters Score -2144451 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2144449.750000 Penalty: 4835.298828
	Iteration 29Q: 3 clusters Score -2144450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2144449.250000 Penalty: 4835.298828
	Iteration 30Q: 3 clusters Score -2144449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2144460.000000 Penalty: 4835.298828
	Iteration 31Q: 3 clusters Score -2144460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2144464.500000 Penalty: 4835.298828
	Iteration 32Q: 3 clusters Score -2144464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2144462.000000 Penalty: 4835.298828
	Iteration 33Q: 3 clusters Score -2144462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2144462.750000 Penalty: 4835.298828
	Iteration 34Q: 3 clusters Score -2144463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2144466.500000 Penalty: 4835.298828
	Iteration 35Q: 3 clusters Score -2144466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2144466.750000 Penalty: 4835.298828
	Iteration 36Q: 3 clusters Score -2144467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2144468.250000 Penalty: 4835.298828
	Iteration 37Q: 3 clusters Score -2144468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2144467.750000 Penalty: 4835.298828
	Iteration 38Q: 3 clusters Score -2144468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2144469.000000 Penalty: 4835.298828
	Iteration 39Q: 3 clusters Score -2144469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2144468.000000 Penalty: 4835.298828
	Iteration 40F: 3 clusters Score -2144468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2144474.000000 Penalty: 4835.298828
	Iteration 41Q: 3 clusters Score -2144474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2144470.750000 Penalty: 4835.298828
	Iteration 42Q: 3 clusters Score -2144471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2144477.000000 Penalty: 4835.298828
	Iteration 43Q: 3 clusters Score -2144477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2144478.500000 Penalty: 4835.298828
	Iteration 44Q: 3 clusters Score -2144478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2144474.500000 Penalty: 4835.298828
	Iteration 45Q: 3 clusters Score -2144474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2144481.250000 Penalty: 4835.298828
	Iteration 46Q: 3 clusters Score -2144481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2144484.750000 Penalty: 4835.298828
	Iteration 47Q: 3 clusters Score -2144485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2144483.500000 Penalty: 4835.298828
	Iteration 48Q: 3 clusters Score -2144484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2144484.250000 Penalty: 4835.298828
	Iteration 49Q: 3 clusters Score -2144484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2144486.500000 Penalty: 4835.298828
	Iteration 50Q: 3 clusters Score -2144486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2144484.000000 Penalty: 4835.298828
	Iteration 51Q: 3 clusters Score -2144484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2144486.000000 Penalty: 4835.298828
	Iteration 52Q: 3 clusters Score -2144486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2144489.500000 Penalty: 4835.298828
	Iteration 53Q: 3 clusters Score -2144490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2144489.750000 Penalty: 4835.298828
	Iteration 54Q: 3 clusters Score -2144490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2144492.250000 Penalty: 4835.298828
	Iteration 55Q: 3 clusters Score -2144492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2144491.250000 Penalty: 4835.298828
	Iteration 56Q: 3 clusters Score -2144491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2144490.000000 Penalty: 4835.298828
	Iteration 57Q: 3 clusters Score -2144490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2144490.000000 Penalty: 4835.298828
	Iteration 58F: 3 clusters Score -2144490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (265636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265636 members 
Entering Unmasked Estep 
Score: -32965596.000000 Penalty: 3097.490967
	Iteration 0F: 2 clusters Score -3.29656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133232 members 
Mstep: Class 2 contains 132404 members 
Entering Unmasked Estep 
Score: -32795920.000000 Penalty: 6194.981934
	Iteration 0F: 3 clusters Score -3.279592e+07 nChanged 128405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142977 members 
Mstep: Class 2 contains 122659 members 
Entering Unmasked Estep 
Score: -32872426.000000 Penalty: 6194.981934
	Iteration 1F: 3 clusters Score -3.287243e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149056 members 
Mstep: Class 2 contains 116580 members 
Entering Unmasked Estep 
Score: -32875218.000000 Penalty: 6194.981934
	Iteration 2Q: 3 clusters Score -3.287522e+07 nChanged 11614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158578 members 
Mstep: Class 2 contains 107058 members 
Entering Unmasked Estep 
Score: -32880002.000000 Penalty: 6194.981934
	Iteration 3Q: 3 clusters Score -3.288e+07 nChanged 15375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172499 members 
Mstep: Class 2 contains 93137 members 
Entering Unmasked Estep 
Score: -32888954.000000 Penalty: 6194.981934
	Iteration 4F: 3 clusters Score -3.288895e+07 nChanged 19749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190876 members 
Mstep: Class 2 contains 74760 members 
Entering Unmasked Estep 
Score: -32902350.000000 Penalty: 6194.981934
	Iteration 5F: 3 clusters Score -3.290235e+07 nChanged 22166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211852 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -32919882.000000 Penalty: 6194.981934
	Iteration 6F: 3 clusters Score -3.291988e+07 nChanged 20096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231170 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -32936960.000000 Penalty: 6194.981934
	Iteration 7F: 3 clusters Score -3.293696e+07 nChanged 14123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244915 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -32948660.000000 Penalty: 6194.981934
	Iteration 8F: 3 clusters Score -3.294866e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253542 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -32955576.000000 Penalty: 6194.981934
	Iteration 9Q: 3 clusters Score -3.295558e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258529 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -32959504.000000 Penalty: 6194.981934
	Iteration 10Q: 3 clusters Score -3.29595e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261259 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -32961412.000000 Penalty: 6194.981934
	Iteration 11Q: 3 clusters Score -3.296141e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262793 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -32962342.000000 Penalty: 6194.981934
	Iteration 12Q: 3 clusters Score -3.296234e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263635 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -32962824.000000 Penalty: 6194.981934
	Iteration 13Q: 3 clusters Score -3.296282e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264045 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -32963096.000000 Penalty: 6194.981934
	Iteration 14Q: 3 clusters Score -3.29631e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264301 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -32963222.000000 Penalty: 6194.981934
	Iteration 15Q: 3 clusters Score -3.296322e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264448 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -32963294.000000 Penalty: 6194.981934
	Iteration 16Q: 3 clusters Score -3.296329e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264555 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -32963430.000000 Penalty: 6194.981934
	Iteration 17Q: 3 clusters Score -3.296343e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264620 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -32963430.000000 Penalty: 6194.981934
	Iteration 18Q: 3 clusters Score -3.296343e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264660 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -32963476.000000 Penalty: 6194.981934
	Iteration 19Q: 3 clusters Score -3.296348e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264691 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -32963468.000000 Penalty: 6194.981934
	Iteration 20F: 3 clusters Score -3.296347e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264714 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -32963446.000000 Penalty: 6194.981934
	Iteration 21Q: 3 clusters Score -3.296345e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264725 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -32963456.000000 Penalty: 6194.981934
	Iteration 22Q: 3 clusters Score -3.296346e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264734 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -32963442.000000 Penalty: 6194.981934
	Iteration 23Q: 3 clusters Score -3.296344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264736 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -32963446.000000 Penalty: 6194.981934
	Iteration 24Q: 3 clusters Score -3.296345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264737 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -32963448.000000 Penalty: 6194.981934
	Iteration 25Q: 3 clusters Score -3.296345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264739 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -32963428.000000 Penalty: 6194.981934
	Iteration 26Q: 3 clusters Score -3.296343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264747 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -32963418.000000 Penalty: 6194.981934
	Iteration 27Q: 3 clusters Score -3.296342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264750 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -32963440.000000 Penalty: 6194.981934
	Iteration 28Q: 3 clusters Score -3.296344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264750 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -32963452.000000 Penalty: 6194.981934
	Iteration 29Q: 3 clusters Score -3.296345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264753 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -32963444.000000 Penalty: 6194.981934
	Iteration 30Q: 3 clusters Score -3.296344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264752 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -32963442.000000 Penalty: 6194.981934
	Iteration 31Q: 3 clusters Score -3.296344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264751 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -32963450.000000 Penalty: 6194.981934
	Iteration 32Q: 3 clusters Score -3.296345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264753 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -32963458.000000 Penalty: 6194.981934
	Iteration 33Q: 3 clusters Score -3.296346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264753 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -32963458.000000 Penalty: 6194.981934
	Iteration 34Q: 3 clusters Score -3.296346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264757 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -32963448.000000 Penalty: 6194.981934
	Iteration 35Q: 3 clusters Score -3.296345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264761 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -32963438.000000 Penalty: 6194.981934
	Iteration 36Q: 3 clusters Score -3.296344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264761 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -32963446.000000 Penalty: 6194.981934
	Iteration 37Q: 3 clusters Score -3.296345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264761 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -32963446.000000 Penalty: 6194.981934
	Iteration 38F: 3 clusters Score -3.296345e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Entering Unmasked Estep 
Score: -494337.937500 Penalty: 2070.672119
	Iteration 0F: 2 clusters Score -494337.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -490324.906250 Penalty: 4141.344238
	Iteration 0F: 3 clusters Score -490324.9 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -491270.781250 Penalty: 4141.344238
	Iteration 1F: 3 clusters Score -491270.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -491480.343750 Penalty: 4141.344238
	Iteration 2F: 3 clusters Score -491480.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -491641.812500 Penalty: 4141.344238
	Iteration 3F: 3 clusters Score -491641.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -491785.875000 Penalty: 4141.344238
	Iteration 4Q: 3 clusters Score -491785.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -491947.000000 Penalty: 4141.344238
	Iteration 5Q: 3 clusters Score -491947 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -492150.031250 Penalty: 4141.344238
	Iteration 6F: 3 clusters Score -492150 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -492348.093750 Penalty: 4141.344238
	Iteration 7Q: 3 clusters Score -492348.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -492519.531250 Penalty: 4141.344238
	Iteration 8Q: 3 clusters Score -492519.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -492663.375000 Penalty: 4141.344238
	Iteration 9Q: 3 clusters Score -492663.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -492790.187500 Penalty: 4141.344238
	Iteration 10Q: 3 clusters Score -492790.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -492871.500000 Penalty: 4141.344238
	Iteration 11Q: 3 clusters Score -492871.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -492935.531250 Penalty: 4141.344238
	Iteration 12Q: 3 clusters Score -492935.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -492970.312500 Penalty: 4141.344238
	Iteration 13Q: 3 clusters Score -492970.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -493000.625000 Penalty: 4141.344238
	Iteration 14Q: 3 clusters Score -493000.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -493036.781250 Penalty: 4141.344238
	Iteration 15Q: 3 clusters Score -493036.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -493061.312500 Penalty: 4141.344238
	Iteration 16Q: 3 clusters Score -493061.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -493086.375000 Penalty: 4141.344238
	Iteration 17Q: 3 clusters Score -493086.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -493101.218750 Penalty: 4141.344238
	Iteration 18Q: 3 clusters Score -493101.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -493105.468750 Penalty: 4141.344238
	Iteration 19Q: 3 clusters Score -493105.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -493106.625000 Penalty: 4141.344238
	Iteration 20F: 3 clusters Score -493106.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -493108.218750 Penalty: 4141.344238
	Iteration 21Q: 3 clusters Score -493108.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -493108.218750 Penalty: 4141.344238
	Iteration 22F: 3 clusters Score -493108.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Entering Unmasked Estep 
Score: -1252195.125000 Penalty: 2295.483643
	Iteration 0F: 2 clusters Score -1252195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1244178.625000 Penalty: 4590.967285
	Iteration 0F: 3 clusters Score -1244179 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1246554.625000 Penalty: 4590.967285
	Iteration 1F: 3 clusters Score -1246555 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1247024.500000 Penalty: 4590.967285
	Iteration 2F: 3 clusters Score -1247024 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1247552.250000 Penalty: 4590.967285
	Iteration 3F: 3 clusters Score -1247552 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1248109.500000 Penalty: 4590.967285
	Iteration 4F: 3 clusters Score -1248110 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1248674.500000 Penalty: 4590.967285
	Iteration 5F: 3 clusters Score -1248674 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1249168.125000 Penalty: 4590.967285
	Iteration 6F: 3 clusters Score -1249168 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1249514.500000 Penalty: 4590.967285
	Iteration 7F: 3 clusters Score -1249514 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1249737.750000 Penalty: 4590.967285
	Iteration 8Q: 3 clusters Score -1249738 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1249891.000000 Penalty: 4590.967285
	Iteration 9Q: 3 clusters Score -1249891 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1249996.500000 Penalty: 4590.967285
	Iteration 10Q: 3 clusters Score -1249996 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1250092.250000 Penalty: 4590.967285
	Iteration 11Q: 3 clusters Score -1250092 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1250194.500000 Penalty: 4590.967285
	Iteration 12Q: 3 clusters Score -1250194 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1250291.125000 Penalty: 4590.967285
	Iteration 13Q: 3 clusters Score -1250291 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1250371.125000 Penalty: 4590.967285
	Iteration 14Q: 3 clusters Score -1250371 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1250447.750000 Penalty: 4590.967285
	Iteration 15Q: 3 clusters Score -1250448 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1250531.000000 Penalty: 4590.967285
	Iteration 16Q: 3 clusters Score -1250531 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1250606.875000 Penalty: 4590.967285
	Iteration 17Q: 3 clusters Score -1250607 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1250683.500000 Penalty: 4590.967285
	Iteration 18Q: 3 clusters Score -1250684 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1250762.375000 Penalty: 4590.967285
	Iteration 19Q: 3 clusters Score -1250762 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1250832.625000 Penalty: 4590.967285
	Iteration 20F: 3 clusters Score -1250833 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1250900.625000 Penalty: 4590.967285
	Iteration 21Q: 3 clusters Score -1250901 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1250956.875000 Penalty: 4590.967285
	Iteration 22Q: 3 clusters Score -1250957 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1250997.750000 Penalty: 4590.967285
	Iteration 23Q: 3 clusters Score -1250998 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1251034.500000 Penalty: 4590.967285
	Iteration 24Q: 3 clusters Score -1251034 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1251078.375000 Penalty: 4590.967285
	Iteration 25Q: 3 clusters Score -1251078 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1251117.000000 Penalty: 4590.967285
	Iteration 26Q: 3 clusters Score -1251117 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1251147.625000 Penalty: 4590.967285
	Iteration 27Q: 3 clusters Score -1251148 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1251181.750000 Penalty: 4590.967285
	Iteration 28Q: 3 clusters Score -1251182 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1251203.375000 Penalty: 4590.967285
	Iteration 29Q: 3 clusters Score -1251203 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1251225.750000 Penalty: 4590.967285
	Iteration 30Q: 3 clusters Score -1251226 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1251240.250000 Penalty: 4590.967285
	Iteration 31Q: 3 clusters Score -1251240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1251264.250000 Penalty: 4590.967285
	Iteration 32Q: 3 clusters Score -1251264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1251279.625000 Penalty: 4590.967285
	Iteration 33Q: 3 clusters Score -1251280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1251291.250000 Penalty: 4590.967285
	Iteration 34Q: 3 clusters Score -1251291 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1251300.875000 Penalty: 4590.967285
	Iteration 35Q: 3 clusters Score -1251301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1251305.375000 Penalty: 4590.967285
	Iteration 36Q: 3 clusters Score -1251305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1251306.500000 Penalty: 4590.967285
	Iteration 37Q: 3 clusters Score -1251306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1251308.875000 Penalty: 4590.967285
	Iteration 38Q: 3 clusters Score -1251309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1251309.000000 Penalty: 4590.967285
	Iteration 39Q: 3 clusters Score -1251309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1251310.625000 Penalty: 4590.967285
	Iteration 40F: 3 clusters Score -1251311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1251308.875000 Penalty: 4590.967285
	Iteration 41Q: 3 clusters Score -1251309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1251309.250000 Penalty: 4590.967285
	Iteration 42Q: 3 clusters Score -1251309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1251311.250000 Penalty: 4590.967285
	Iteration 43Q: 3 clusters Score -1251311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1251311.375000 Penalty: 4590.967285
	Iteration 44Q: 3 clusters Score -1251311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1251320.875000 Penalty: 4590.967285
	Iteration 45Q: 3 clusters Score -1251321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1251323.375000 Penalty: 4590.967285
	Iteration 46Q: 3 clusters Score -1251323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1251329.500000 Penalty: 4590.967285
	Iteration 47Q: 3 clusters Score -1251330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1251331.375000 Penalty: 4590.967285
	Iteration 48Q: 3 clusters Score -1251331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1251334.125000 Penalty: 4590.967285
	Iteration 49Q: 3 clusters Score -1251334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1251346.625000 Penalty: 4590.967285
	Iteration 50Q: 3 clusters Score -1251347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1251351.500000 Penalty: 4590.967285
	Iteration 51Q: 3 clusters Score -1251352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1251354.250000 Penalty: 4590.967285
	Iteration 52Q: 3 clusters Score -1251354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1251364.250000 Penalty: 4590.967285
	Iteration 53Q: 3 clusters Score -1251364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1251380.250000 Penalty: 4590.967285
	Iteration 54Q: 3 clusters Score -1251380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1251393.500000 Penalty: 4590.967285
	Iteration 55Q: 3 clusters Score -1251394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1251402.250000 Penalty: 4590.967285
	Iteration 56Q: 3 clusters Score -1251402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1251411.625000 Penalty: 4590.967285
	Iteration 57Q: 3 clusters Score -1251412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1251420.375000 Penalty: 4590.967285
	Iteration 58Q: 3 clusters Score -1251420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1251430.375000 Penalty: 4590.967285
	Iteration 59Q: 3 clusters Score -1251430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1251443.250000 Penalty: 4590.967285
	Iteration 60F: 3 clusters Score -1251443 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1251459.875000 Penalty: 4590.967285
	Iteration 61Q: 3 clusters Score -1251460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1251470.000000 Penalty: 4590.967285
	Iteration 62Q: 3 clusters Score -1251470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1251477.625000 Penalty: 4590.967285
	Iteration 63Q: 3 clusters Score -1251478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1251483.500000 Penalty: 4590.967285
	Iteration 64Q: 3 clusters Score -1251484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1251485.000000 Penalty: 4590.967285
	Iteration 65Q: 3 clusters Score -1251485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1251484.000000 Penalty: 4590.967285
	Iteration 66Q: 3 clusters Score -1251484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1251485.000000 Penalty: 4590.967285
	Iteration 67Q: 3 clusters Score -1251485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1251485.000000 Penalty: 4590.967285
	Iteration 68F: 3 clusters Score -1251485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56363 members 
Entering Unmasked Estep 
Score: -7082829.000000 Penalty: 2713.012939
	Iteration 0F: 2 clusters Score -7082829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -7044714.000000 Penalty: 5426.025879
	Iteration 0F: 3 clusters Score -7044714 nChanged 26177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -7059515.500000 Penalty: 5426.025879
	Iteration 1F: 3 clusters Score -7059516 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -7060055.000000 Penalty: 5426.025879
	Iteration 2Q: 3 clusters Score -7060055 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -7060564.500000 Penalty: 5426.025879
	Iteration 3Q: 3 clusters Score -7060564 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -7060963.500000 Penalty: 5426.025879
	Iteration 4Q: 3 clusters Score -7060964 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -7061499.000000 Penalty: 5426.025879
	Iteration 5Q: 3 clusters Score -7061499 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -7062115.500000 Penalty: 5426.025879
	Iteration 6Q: 3 clusters Score -7062116 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -7062878.000000 Penalty: 5426.025879
	Iteration 7Q: 3 clusters Score -7062878 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -7063852.000000 Penalty: 5426.025879
	Iteration 8Q: 3 clusters Score -7063852 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -7065257.000000 Penalty: 5426.025879
	Iteration 9Q: 3 clusters Score -7065257 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -7067267.000000 Penalty: 5426.025879
	Iteration 10F: 3 clusters Score -7067267 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -7069709.000000 Penalty: 5426.025879
	Iteration 11F: 3 clusters Score -7069709 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -7072383.000000 Penalty: 5426.025879
	Iteration 12F: 3 clusters Score -7072383 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -7074678.500000 Penalty: 5426.025879
	Iteration 13Q: 3 clusters Score -7074678 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -7076261.000000 Penalty: 5426.025879
	Iteration 14Q: 3 clusters Score -7076261 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -7077480.500000 Penalty: 5426.025879
	Iteration 15Q: 3 clusters Score -7077480 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49528 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -7078377.500000 Penalty: 5426.025879
	Iteration 16Q: 3 clusters Score -7078378 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -7079045.500000 Penalty: 5426.025879
	Iteration 17Q: 3 clusters Score -7079046 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -7079529.000000 Penalty: 5426.025879
	Iteration 18Q: 3 clusters Score -7079529 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51818 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -7079876.500000 Penalty: 5426.025879
	Iteration 19Q: 3 clusters Score -7079876 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -7080115.000000 Penalty: 5426.025879
	Iteration 20F: 3 clusters Score -7080115 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52630 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -7080278.500000 Penalty: 5426.025879
	Iteration 21Q: 3 clusters Score -7080278 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52930 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -7080419.500000 Penalty: 5426.025879
	Iteration 22Q: 3 clusters Score -7080420 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -7080536.000000 Penalty: 5426.025879
	Iteration 23Q: 3 clusters Score -7080536 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -7080590.500000 Penalty: 5426.025879
	Iteration 24Q: 3 clusters Score -7080590 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53568 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -7080695.000000 Penalty: 5426.025879
	Iteration 25Q: 3 clusters Score -7080695 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -7080785.000000 Penalty: 5426.025879
	Iteration 26Q: 3 clusters Score -7080785 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -7080819.000000 Penalty: 5426.025879
	Iteration 27Q: 3 clusters Score -7080819 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53941 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -7080857.500000 Penalty: 5426.025879
	Iteration 28Q: 3 clusters Score -7080858 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -7080899.500000 Penalty: 5426.025879
	Iteration 29Q: 3 clusters Score -7080900 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -7080921.500000 Penalty: 5426.025879
	Iteration 30Q: 3 clusters Score -7080922 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -7080928.500000 Penalty: 5426.025879
	Iteration 31Q: 3 clusters Score -7080928 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -7080937.000000 Penalty: 5426.025879
	Iteration 32Q: 3 clusters Score -7080937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7080948.000000 Penalty: 5426.025879
	Iteration 33Q: 3 clusters Score -7080948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -7080962.500000 Penalty: 5426.025879
	Iteration 34Q: 3 clusters Score -7080962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -7080962.500000 Penalty: 5426.025879
	Iteration 35Q: 3 clusters Score -7080962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -7080947.500000 Penalty: 5426.025879
	Iteration 36Q: 3 clusters Score -7080948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -7080962.500000 Penalty: 5426.025879
	Iteration 37Q: 3 clusters Score -7080962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54319 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -7080969.500000 Penalty: 5426.025879
	Iteration 38Q: 3 clusters Score -7080970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7080982.000000 Penalty: 5426.025879
	Iteration 39Q: 3 clusters Score -7080982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -7080993.500000 Penalty: 5426.025879
	Iteration 40F: 3 clusters Score -7080994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -7080991.500000 Penalty: 5426.025879
	Iteration 41Q: 3 clusters Score -7080992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54354 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -7080993.000000 Penalty: 5426.025879
	Iteration 42Q: 3 clusters Score -7080993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -7080998.000000 Penalty: 5426.025879
	Iteration 43Q: 3 clusters Score -7080998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -7080991.500000 Penalty: 5426.025879
	Iteration 44Q: 3 clusters Score -7080992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -7080986.000000 Penalty: 5426.025879
	Iteration 45Q: 3 clusters Score -7080986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -7080986.500000 Penalty: 5426.025879
	Iteration 46Q: 3 clusters Score -7080986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -7080979.500000 Penalty: 5426.025879
	Iteration 47Q: 3 clusters Score -7080980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -7080981.000000 Penalty: 5426.025879
	Iteration 48Q: 3 clusters Score -7080981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -7080980.500000 Penalty: 5426.025879
	Iteration 49Q: 3 clusters Score -7080980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54390 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -7080980.000000 Penalty: 5426.025879
	Iteration 50Q: 3 clusters Score -7080980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54392 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -7080984.000000 Penalty: 5426.025879
	Iteration 51Q: 3 clusters Score -7080984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54394 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -7080981.500000 Penalty: 5426.025879
	Iteration 52Q: 3 clusters Score -7080982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -7080984.000000 Penalty: 5426.025879
	Iteration 53Q: 3 clusters Score -7080984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -7080979.000000 Penalty: 5426.025879
	Iteration 54Q: 3 clusters Score -7080979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -7080985.000000 Penalty: 5426.025879
	Iteration 55Q: 3 clusters Score -7080985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -7080976.000000 Penalty: 5426.025879
	Iteration 56Q: 3 clusters Score -7080976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -7080985.500000 Penalty: 5426.025879
	Iteration 57Q: 3 clusters Score -7080986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -7080977.500000 Penalty: 5426.025879
	Iteration 58Q: 3 clusters Score -7080978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -7080985.000000 Penalty: 5426.025879
	Iteration 59Q: 3 clusters Score -7080985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7080981.000000 Penalty: 5426.025879
	Iteration 60F: 3 clusters Score -7080981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -7080988.500000 Penalty: 5426.025879
	Iteration 61Q: 3 clusters Score -7080988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54423 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7080983.000000 Penalty: 5426.025879
	Iteration 62Q: 3 clusters Score -7080983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -7080992.500000 Penalty: 5426.025879
	Iteration 63Q: 3 clusters Score -7080992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -7080982.000000 Penalty: 5426.025879
	Iteration 64Q: 3 clusters Score -7080982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7080977.000000 Penalty: 5426.025879
	Iteration 65Q: 3 clusters Score -7080977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -7080978.500000 Penalty: 5426.025879
	Iteration 66Q: 3 clusters Score -7080978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7080991.000000 Penalty: 5426.025879
	Iteration 67Q: 3 clusters Score -7080991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -7080990.000000 Penalty: 5426.025879
	Iteration 68Q: 3 clusters Score -7080990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -7080990.000000 Penalty: 5426.025879
	Iteration 69F: 3 clusters Score -7080990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Entering Unmasked Estep 
Score: -2465848.250000 Penalty: 2458.667725
	Iteration 0F: 2 clusters Score -2465848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2451667.500000 Penalty: 4917.335449
	Iteration 0F: 3 clusters Score -2451668 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2456497.000000 Penalty: 4917.335449
	Iteration 1F: 3 clusters Score -2456497 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2456895.750000 Penalty: 4917.335449
	Iteration 2F: 3 clusters Score -2456896 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2457273.500000 Penalty: 4917.335449
	Iteration 3Q: 3 clusters Score -2457274 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2457737.250000 Penalty: 4917.335449
	Iteration 4Q: 3 clusters Score -2457737 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2458350.750000 Penalty: 4917.335449
	Iteration 5F: 3 clusters Score -2458351 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2459133.250000 Penalty: 4917.335449
	Iteration 6F: 3 clusters Score -2459133 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2460041.750000 Penalty: 4917.335449
	Iteration 7F: 3 clusters Score -2460042 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2461005.250000 Penalty: 4917.335449
	Iteration 8F: 3 clusters Score -2461005 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2461863.500000 Penalty: 4917.335449
	Iteration 9F: 3 clusters Score -2461864 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2462544.500000 Penalty: 4917.335449
	Iteration 10Q: 3 clusters Score -2462544 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2463003.250000 Penalty: 4917.335449
	Iteration 11Q: 3 clusters Score -2463003 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2463281.250000 Penalty: 4917.335449
	Iteration 12Q: 3 clusters Score -2463281 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2463456.750000 Penalty: 4917.335449
	Iteration 13Q: 3 clusters Score -2463457 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2463567.500000 Penalty: 4917.335449
	Iteration 14Q: 3 clusters Score -2463568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2463605.000000 Penalty: 4917.335449
	Iteration 15Q: 3 clusters Score -2463605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2463630.250000 Penalty: 4917.335449
	Iteration 16Q: 3 clusters Score -2463630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2463653.250000 Penalty: 4917.335449
	Iteration 17Q: 3 clusters Score -2463653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2463664.000000 Penalty: 4917.335449
	Iteration 18Q: 3 clusters Score -2463664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2463680.500000 Penalty: 4917.335449
	Iteration 19Q: 3 clusters Score -2463680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2463683.500000 Penalty: 4917.335449
	Iteration 20F: 3 clusters Score -2463684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2463689.000000 Penalty: 4917.335449
	Iteration 21Q: 3 clusters Score -2463689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2463703.250000 Penalty: 4917.335449
	Iteration 22Q: 3 clusters Score -2463703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2463707.000000 Penalty: 4917.335449
	Iteration 23Q: 3 clusters Score -2463707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2463708.000000 Penalty: 4917.335449
	Iteration 24Q: 3 clusters Score -2463708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2463708.000000 Penalty: 4917.335449
	Iteration 25F: 3 clusters Score -2463708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Entering Unmasked Estep 
Score: -2731535.000000 Penalty: 2486.188232
	Iteration 0F: 2 clusters Score -2731535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2715840.500000 Penalty: 4972.376465
	Iteration 0F: 3 clusters Score -2715840 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2721218.750000 Penalty: 4972.376465
	Iteration 1F: 3 clusters Score -2721219 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2721708.250000 Penalty: 4972.376465
	Iteration 2F: 3 clusters Score -2721708 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2722123.750000 Penalty: 4972.376465
	Iteration 3Q: 3 clusters Score -2722124 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2722513.000000 Penalty: 4972.376465
	Iteration 4Q: 3 clusters Score -2722513 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2722989.250000 Penalty: 4972.376465
	Iteration 5Q: 3 clusters Score -2722989 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2723542.000000 Penalty: 4972.376465
	Iteration 6Q: 3 clusters Score -2723542 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2724292.000000 Penalty: 4972.376465
	Iteration 7F: 3 clusters Score -2724292 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2725114.500000 Penalty: 4972.376465
	Iteration 8F: 3 clusters Score -2725114 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2726017.750000 Penalty: 4972.376465
	Iteration 9F: 3 clusters Score -2726018 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2726929.000000 Penalty: 4972.376465
	Iteration 10F: 3 clusters Score -2726929 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2727728.000000 Penalty: 4972.376465
	Iteration 11Q: 3 clusters Score -2727728 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2728324.750000 Penalty: 4972.376465
	Iteration 12Q: 3 clusters Score -2728325 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2728809.750000 Penalty: 4972.376465
	Iteration 13Q: 3 clusters Score -2728810 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2729197.000000 Penalty: 4972.376465
	Iteration 14Q: 3 clusters Score -2729197 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2729472.250000 Penalty: 4972.376465
	Iteration 15Q: 3 clusters Score -2729472 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2729643.000000 Penalty: 4972.376465
	Iteration 16Q: 3 clusters Score -2729643 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2729778.000000 Penalty: 4972.376465
	Iteration 17Q: 3 clusters Score -2729778 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2729884.500000 Penalty: 4972.376465
	Iteration 18Q: 3 clusters Score -2729884 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2729953.250000 Penalty: 4972.376465
	Iteration 19Q: 3 clusters Score -2729953 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2730010.500000 Penalty: 4972.376465
	Iteration 20F: 3 clusters Score -2730010 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2730041.500000 Penalty: 4972.376465
	Iteration 21Q: 3 clusters Score -2730042 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2730071.750000 Penalty: 4972.376465
	Iteration 22Q: 3 clusters Score -2730072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2730091.250000 Penalty: 4972.376465
	Iteration 23Q: 3 clusters Score -2730091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2730107.000000 Penalty: 4972.376465
	Iteration 24Q: 3 clusters Score -2730107 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2730117.500000 Penalty: 4972.376465
	Iteration 25Q: 3 clusters Score -2730118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2730130.750000 Penalty: 4972.376465
	Iteration 26Q: 3 clusters Score -2730131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2730141.000000 Penalty: 4972.376465
	Iteration 27Q: 3 clusters Score -2730141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2730147.750000 Penalty: 4972.376465
	Iteration 28Q: 3 clusters Score -2730148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2730147.500000 Penalty: 4972.376465
	Iteration 29Q: 3 clusters Score -2730148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2730153.250000 Penalty: 4972.376465
	Iteration 30Q: 3 clusters Score -2730153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2730163.250000 Penalty: 4972.376465
	Iteration 31Q: 3 clusters Score -2730163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2730176.250000 Penalty: 4972.376465
	Iteration 32Q: 3 clusters Score -2730176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2730193.250000 Penalty: 4972.376465
	Iteration 33Q: 3 clusters Score -2730193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2730198.000000 Penalty: 4972.376465
	Iteration 34Q: 3 clusters Score -2730198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2730197.000000 Penalty: 4972.376465
	Iteration 35Q: 3 clusters Score -2730197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2730204.500000 Penalty: 4972.376465
	Iteration 36Q: 3 clusters Score -2730204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2730203.000000 Penalty: 4972.376465
	Iteration 37Q: 3 clusters Score -2730203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2730206.750000 Penalty: 4972.376465
	Iteration 38Q: 3 clusters Score -2730207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2730203.750000 Penalty: 4972.376465
	Iteration 39Q: 3 clusters Score -2730204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2730204.000000 Penalty: 4972.376465
	Iteration 40F: 3 clusters Score -2730204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2730203.250000 Penalty: 4972.376465
	Iteration 41Q: 3 clusters Score -2730203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2730206.000000 Penalty: 4972.376465
	Iteration 42Q: 3 clusters Score -2730206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2730207.000000 Penalty: 4972.376465
	Iteration 43Q: 3 clusters Score -2730207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2730207.500000 Penalty: 4972.376465
	Iteration 44Q: 3 clusters Score -2730208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2730206.750000 Penalty: 4972.376465
	Iteration 45Q: 3 clusters Score -2730207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2730207.500000 Penalty: 4972.376465
	Iteration 46Q: 3 clusters Score -2730208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2730207.500000 Penalty: 4972.376465
	Iteration 47F: 3 clusters Score -2730208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Entering Unmasked Estep 
Score: -3154338.750000 Penalty: 2542.477051
	Iteration 0F: 2 clusters Score -3154339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -3134898.500000 Penalty: 5084.954102
	Iteration 0F: 3 clusters Score -3134898 nChanged 12764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -3142281.000000 Penalty: 5084.954102
	Iteration 1F: 3 clusters Score -3142281 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3143137.500000 Penalty: 5084.954102
	Iteration 2F: 3 clusters Score -3143138 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -3144210.000000 Penalty: 5084.954102
	Iteration 3F: 3 clusters Score -3144210 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -3145358.250000 Penalty: 5084.954102
	Iteration 4F: 3 clusters Score -3145358 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -3146526.250000 Penalty: 5084.954102
	Iteration 5F: 3 clusters Score -3146526 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3147626.500000 Penalty: 5084.954102
	Iteration 6F: 3 clusters Score -3147626 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -3148516.000000 Penalty: 5084.954102
	Iteration 7F: 3 clusters Score -3148516 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3149100.000000 Penalty: 5084.954102
	Iteration 8Q: 3 clusters Score -3149100 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -3149493.250000 Penalty: 5084.954102
	Iteration 9Q: 3 clusters Score -3149493 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3149746.250000 Penalty: 5084.954102
	Iteration 10Q: 3 clusters Score -3149746 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -3149906.250000 Penalty: 5084.954102
	Iteration 11Q: 3 clusters Score -3149906 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3150007.500000 Penalty: 5084.954102
	Iteration 12Q: 3 clusters Score -3150008 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -3150094.000000 Penalty: 5084.954102
	Iteration 13Q: 3 clusters Score -3150094 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -3150152.750000 Penalty: 5084.954102
	Iteration 14Q: 3 clusters Score -3150153 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -3150237.000000 Penalty: 5084.954102
	Iteration 15Q: 3 clusters Score -3150237 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -3150319.000000 Penalty: 5084.954102
	Iteration 16Q: 3 clusters Score -3150319 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -3150404.750000 Penalty: 5084.954102
	Iteration 17Q: 3 clusters Score -3150405 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -3150509.750000 Penalty: 5084.954102
	Iteration 18Q: 3 clusters Score -3150510 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -3150616.000000 Penalty: 5084.954102
	Iteration 19Q: 3 clusters Score -3150616 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -3150734.750000 Penalty: 5084.954102
	Iteration 20F: 3 clusters Score -3150735 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -3150854.250000 Penalty: 5084.954102
	Iteration 21Q: 3 clusters Score -3150854 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -3150983.000000 Penalty: 5084.954102
	Iteration 22Q: 3 clusters Score -3150983 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3151120.250000 Penalty: 5084.954102
	Iteration 23Q: 3 clusters Score -3151120 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -3151236.500000 Penalty: 5084.954102
	Iteration 24Q: 3 clusters Score -3151236 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -3151331.250000 Penalty: 5084.954102
	Iteration 25Q: 3 clusters Score -3151331 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -3151437.000000 Penalty: 5084.954102
	Iteration 26Q: 3 clusters Score -3151437 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -3151506.500000 Penalty: 5084.954102
	Iteration 27Q: 3 clusters Score -3151506 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3151589 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -3151661.500000 Penalty: 5084.954102
	Iteration 29Q: 3 clusters Score -3151662 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -3151714.500000 Penalty: 5084.954102
	Iteration 30Q: 3 clusters Score -3151714 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3151776 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -3151828.500000 Penalty: 5084.954102
	Iteration 32Q: 3 clusters Score -3151828 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -3151874.750000 Penalty: 5084.954102
	Iteration 33Q: 3 clusters Score -3151875 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -3151925.750000 Penalty: 5084.954102
	Iteration 34Q: 3 clusters Score -3151926 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -3151973.250000 Penalty: 5084.954102
	Iteration 35Q: 3 clusters Score -3151973 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -3152030.250000 Penalty: 5084.954102
	Iteration 36Q: 3 clusters Score -3152030 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -3152072.250000 Penalty: 5084.954102
	Iteration 37Q: 3 clusters Score -3152072 nChanged 192
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Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -3152105.250000 Penalty: 5084.954102
	Iteration 38Q: 3 clusters Score -3152105 nChanged 168
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -3152166.000000 Penalty: 5084.954102
	Iteration 39Q: 3 clusters Score -3152166 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3152183.250000 Penalty: 5084.954102
	Iteration 40F: 3 clusters Score -3152183 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -3152214.500000 Penalty: 5084.954102
	Iteration 41Q: 3 clusters Score -3152214 nChanged 138
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Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -3152255.000000 Penalty: 5084.954102
	Iteration 42Q: 3 clusters Score -3152255 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -3152258.000000 Penalty: 5084.954102
	Iteration 43Q: 3 clusters Score -3152258 nChanged 153
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Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3152307 nChanged 123
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Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -3152316.500000 Penalty: 5084.954102
	Iteration 45Q: 3 clusters Score -3152316 nChanged 109
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Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -3152333.000000 Penalty: 5084.954102
	Iteration 46Q: 3 clusters Score -3152333 nChanged 103
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Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -3152359.250000 Penalty: 5084.954102
	Iteration 47Q: 3 clusters Score -3152359 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3152378 nChanged 72
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Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3152388 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -3152415.500000 Penalty: 5084.954102
	Iteration 50Q: 3 clusters Score -3152416 nChanged 69
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Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -3152437.000000 Penalty: 5084.954102
	Iteration 51Q: 3 clusters Score -3152437 nChanged 61
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Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -3152443.500000 Penalty: 5084.954102
	Iteration 52Q: 3 clusters Score -3152444 nChanged 64
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Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3152452 nChanged 72
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Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3152458 nChanged 73
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Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3152474 nChanged 72
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Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3152501.500000 Penalty: 5084.954102
	Iteration 56Q: 3 clusters Score -3152502 nChanged 47
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Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3152505.000000 Penalty: 5084.954102
	Iteration 57Q: 3 clusters Score -3152505 nChanged 50
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Mstep: Class 1 contains 24419 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3152510 nChanged 40
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Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3152517 nChanged 42
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Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -3152523.750000 Penalty: 5084.954102
	Iteration 60F: 3 clusters Score -3152524 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3152526.000000 Penalty: 5084.954102
	Iteration 61Q: 3 clusters Score -3152526 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3152529 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -3152536.000000 Penalty: 5084.954102
	Iteration 63Q: 3 clusters Score -3152536 nChanged 37
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Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3152544.500000 Penalty: 5084.954102
	Iteration 64Q: 3 clusters Score -3152544 nChanged 29
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Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3152554 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -3152566.500000 Penalty: 5084.954102
	Iteration 66Q: 3 clusters Score -3152566 nChanged 40
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Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3152576 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3152580 nChanged 42
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Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3152583.000000 Penalty: 5084.954102
	Iteration 69Q: 3 clusters Score -3152583 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3152599 nChanged 46
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Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3152603.250000 Penalty: 5084.954102
	Iteration 71Q: 3 clusters Score -3152603 nChanged 39
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Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3152600.500000 Penalty: 5084.954102
	Iteration 72Q: 3 clusters Score -3152600 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3152610 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -3152623.250000 Penalty: 5084.954102
	Iteration 74Q: 3 clusters Score -3152623 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3152625.000000 Penalty: 5084.954102
	Iteration 75Q: 3 clusters Score -3152625 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3152616.750000 Penalty: 5084.954102
	Iteration 76Q: 3 clusters Score -3152617 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3152636 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3152644.000000 Penalty: 5084.954102
	Iteration 78Q: 3 clusters Score -3152644 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25189 members 
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Entering Unmasked Estep 
Score: -3152647.250000 Penalty: 5084.954102
	Iteration 79Q: 3 clusters Score -3152647 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -3152647.500000 Penalty: 5084.954102
	Iteration 80F: 3 clusters Score -3152648 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3152655.000000 Penalty: 5084.954102
	Iteration 81Q: 3 clusters Score -3152655 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3152651.000000 Penalty: 5084.954102
	Iteration 82Q: 3 clusters Score -3152651 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25309 members 
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Entering Unmasked Estep 
Score: -3152654.250000 Penalty: 5084.954102
	Iteration 83Q: 3 clusters Score -3152654 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3152661.500000 Penalty: 5084.954102
	Iteration 84Q: 3 clusters Score -3152662 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3152666 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3152663.250000 Penalty: 5084.954102
	Iteration 86Q: 3 clusters Score -3152663 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3152675.500000 Penalty: 5084.954102
	Iteration 87Q: 3 clusters Score -3152676 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3152677.250000 Penalty: 5084.954102
	Iteration 88Q: 3 clusters Score -3152677 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25419 members 
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Entering Unmasked Estep 
Score: -3152682.000000 Penalty: 5084.954102
	Iteration 89Q: 3 clusters Score -3152682 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3152675.750000 Penalty: 5084.954102
	Iteration 90Q: 3 clusters Score -3152676 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3152679.750000 Penalty: 5084.954102
	Iteration 91Q: 3 clusters Score -3152680 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3152680.500000 Penalty: 5084.954102
	Iteration 92Q: 3 clusters Score -3152680 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3152678 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3152683.500000 Penalty: 5084.954102
	Iteration 94Q: 3 clusters Score -3152684 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3152678.500000 Penalty: 5084.954102
	Iteration 95Q: 3 clusters Score -3152678 nChanged 9
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Mstep: Class 1 contains 25522 members 
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Entering Unmasked Estep 
Score: -3152684.500000 Penalty: 5084.954102
	Iteration 96Q: 3 clusters Score -3152684 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25529 members 
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Entering Unmasked Estep 
Score: -3152679.750000 Penalty: 5084.954102
	Iteration 97Q: 3 clusters Score -3152680 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3152687.500000 Penalty: 5084.954102
	Iteration 98Q: 3 clusters Score -3152688 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3152692.500000 Penalty: 5084.954102
	Iteration 99Q: 3 clusters Score -3152692 nChanged 7
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Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3152694.500000 Penalty: 5084.954102
	Iteration 100F: 3 clusters Score -3152694 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3152694.250000 Penalty: 5084.954102
	Iteration 101Q: 3 clusters Score -3152694 nChanged 7
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Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3152697.000000 Penalty: 5084.954102
	Iteration 102Q: 3 clusters Score -3152697 nChanged 5
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Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3152693.750000 Penalty: 5084.954102
	Iteration 103Q: 3 clusters Score -3152694 nChanged 7
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Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3152691.250000 Penalty: 5084.954102
	Iteration 104Q: 3 clusters Score -3152691 nChanged 8
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Mstep: Class 1 contains 25582 members 
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Entering Unmasked Estep 
Score: -3152699.000000 Penalty: 5084.954102
	Iteration 105Q: 3 clusters Score -3152699 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3152696.750000 Penalty: 5084.954102
	Iteration 106Q: 3 clusters Score -3152697 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3152699 nChanged 16
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Entering Unmasked Estep 
Score: -3152703.750000 Penalty: 5084.954102
	Iteration 108Q: 3 clusters Score -3152704 nChanged 13
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Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3152704.250000 Penalty: 5084.954102
	Iteration 109Q: 3 clusters Score -3152704 nChanged 17
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Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3152707.250000 Penalty: 5084.954102
	Iteration 110Q: 3 clusters Score -3152707 nChanged 19
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Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3152711.250000 Penalty: 5084.954102
	Iteration 111Q: 3 clusters Score -3152711 nChanged 25
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Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3152714.000000 Penalty: 5084.954102
	Iteration 112Q: 3 clusters Score -3152714 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3152731.750000 Penalty: 5084.954102
	Iteration 113Q: 3 clusters Score -3152732 nChanged 31
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Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3152730.250000 Penalty: 5084.954102
	Iteration 114Q: 3 clusters Score -3152730 nChanged 35
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Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3152739.750000 Penalty: 5084.954102
	Iteration 115Q: 3 clusters Score -3152740 nChanged 33
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Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3152749.750000 Penalty: 5084.954102
	Iteration 116Q: 3 clusters Score -3152750 nChanged 40
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Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3152761.250000 Penalty: 5084.954102
	Iteration 117Q: 3 clusters Score -3152761 nChanged 35
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Entering Unmasked Estep 
Score: -3152776.500000 Penalty: 5084.954102
	Iteration 118Q: 3 clusters Score -3152776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3152787.750000 Penalty: 5084.954102
	Iteration 119Q: 3 clusters Score -3152788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3152810.250000 Penalty: 5084.954102
	Iteration 120F: 3 clusters Score -3152810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3152812.750000 Penalty: 5084.954102
	Iteration 121Q: 3 clusters Score -3152813 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3152841.000000 Penalty: 5084.954102
	Iteration 122Q: 3 clusters Score -3152841 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3152858.000000 Penalty: 5084.954102
	Iteration 123Q: 3 clusters Score -3152858 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3152873.250000 Penalty: 5084.954102
	Iteration 124Q: 3 clusters Score -3152873 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3152890.000000 Penalty: 5084.954102
	Iteration 125Q: 3 clusters Score -3152890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3152912.250000 Penalty: 5084.954102
	Iteration 126Q: 3 clusters Score -3152912 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3152944.750000 Penalty: 5084.954102
	Iteration 127Q: 3 clusters Score -3152945 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3152989.000000 Penalty: 5084.954102
	Iteration 128Q: 3 clusters Score -3152989 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3153007.000000 Penalty: 5084.954102
	Iteration 129Q: 3 clusters Score -3153007 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3153016.750000 Penalty: 5084.954102
	Iteration 130Q: 3 clusters Score -3153017 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3153042.000000 Penalty: 5084.954102
	Iteration 131Q: 3 clusters Score -3153042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3153055.250000 Penalty: 5084.954102
	Iteration 132Q: 3 clusters Score -3153055 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3153069.250000 Penalty: 5084.954102
	Iteration 133Q: 3 clusters Score -3153069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3153079.000000 Penalty: 5084.954102
	Iteration 134Q: 3 clusters Score -3153079 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3153081.250000 Penalty: 5084.954102
	Iteration 135Q: 3 clusters Score -3153081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3153093.000000 Penalty: 5084.954102
	Iteration 136Q: 3 clusters Score -3153093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3153099.500000 Penalty: 5084.954102
	Iteration 137Q: 3 clusters Score -3153100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3153102.750000 Penalty: 5084.954102
	Iteration 138Q: 3 clusters Score -3153103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3153107.500000 Penalty: 5084.954102
	Iteration 139Q: 3 clusters Score -3153108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3153110.250000 Penalty: 5084.954102
	Iteration 140F: 3 clusters Score -3153110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3153109.250000 Penalty: 5084.954102
	Iteration 141Q: 3 clusters Score -3153109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3153117.250000 Penalty: 5084.954102
	Iteration 142Q: 3 clusters Score -3153117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3153114.000000 Penalty: 5084.954102
	Iteration 143Q: 3 clusters Score -3153114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3153113.750000 Penalty: 5084.954102
	Iteration 144Q: 3 clusters Score -3153114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3153115.000000 Penalty: 5084.954102
	Iteration 145Q: 3 clusters Score -3153115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3153112.750000 Penalty: 5084.954102
	Iteration 146Q: 3 clusters Score -3153113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3153120.750000 Penalty: 5084.954102
	Iteration 147Q: 3 clusters Score -3153121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3153122.000000 Penalty: 5084.954102
	Iteration 148Q: 3 clusters Score -3153122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3153123.000000 Penalty: 5084.954102
	Iteration 149Q: 3 clusters Score -3153123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3153125.250000 Penalty: 5084.954102
	Iteration 150Q: 3 clusters Score -3153125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3153124.750000 Penalty: 5084.954102
	Iteration 151Q: 3 clusters Score -3153125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3153125.750000 Penalty: 5084.954102
	Iteration 152Q: 3 clusters Score -3153126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3153127.500000 Penalty: 5084.954102
	Iteration 153Q: 3 clusters Score -3153128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3153133.750000 Penalty: 5084.954102
	Iteration 154Q: 3 clusters Score -3153134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3153134.250000 Penalty: 5084.954102
	Iteration 155Q: 3 clusters Score -3153134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3153135.250000 Penalty: 5084.954102
	Iteration 156Q: 3 clusters Score -3153135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3153135.500000 Penalty: 5084.954102
	Iteration 157Q: 3 clusters Score -3153136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3153137.750000 Penalty: 5084.954102
	Iteration 158Q: 3 clusters Score -3153138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3153137.250000 Penalty: 5084.954102
	Iteration 159Q: 3 clusters Score -3153137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3153135.250000 Penalty: 5084.954102
	Iteration 160F: 3 clusters Score -3153135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3153137.000000 Penalty: 5084.954102
	Iteration 161Q: 3 clusters Score -3153137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3153135.000000 Penalty: 5084.954102
	Iteration 162Q: 3 clusters Score -3153135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3153136.500000 Penalty: 5084.954102
	Iteration 163Q: 3 clusters Score -3153136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3153133.750000 Penalty: 5084.954102
	Iteration 164Q: 3 clusters Score -3153134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3153130.500000 Penalty: 5084.954102
	Iteration 165Q: 3 clusters Score -3153130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3153135.500000 Penalty: 5084.954102
	Iteration 166Q: 3 clusters Score -3153136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3153137.250000 Penalty: 5084.954102
	Iteration 167Q: 3 clusters Score -3153137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3153135.500000 Penalty: 5084.954102
	Iteration 168Q: 3 clusters Score -3153136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3153131.500000 Penalty: 5084.954102
	Iteration 169Q: 3 clusters Score -3153132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3153131.500000 Penalty: 5084.954102
	Iteration 170F: 3 clusters Score -3153132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (81615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81615 members 
Entering Unmasked Estep 
Score: -10287040.000000 Penalty: 2804.822754
	Iteration 0F: 2 clusters Score -1.028704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -10232511.000000 Penalty: 5609.645508
	Iteration 0F: 3 clusters Score -1.023251e+07 nChanged 38195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -10254234.000000 Penalty: 5609.645508
	Iteration 1F: 3 clusters Score -1.025423e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -10255120.000000 Penalty: 5609.645508
	Iteration 2Q: 3 clusters Score -1.025512e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -10256378.000000 Penalty: 5609.645508
	Iteration 3Q: 3 clusters Score -1.025638e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -10258497.000000 Penalty: 5609.645508
	Iteration 4F: 3 clusters Score -1.02585e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57775 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -10262076.000000 Penalty: 5609.645508
	Iteration 5F: 3 clusters Score -1.026208e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64643 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -10267951.000000 Penalty: 5609.645508
	Iteration 6F: 3 clusters Score -1.026795e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71972 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -10274906.000000 Penalty: 5609.645508
	Iteration 7F: 3 clusters Score -1.027491e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77536 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -10280736.000000 Penalty: 5609.645508
	Iteration 8F: 3 clusters Score -1.028074e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80198 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -10283378.000000 Penalty: 5609.645508
	Iteration 9Q: 3 clusters Score -1.028338e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81003 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -10284154.000000 Penalty: 5609.645508
	Iteration 10Q: 3 clusters Score -1.028415e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81224 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10284381.000000 Penalty: 5609.645508
	Iteration 11Q: 3 clusters Score -1.028438e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81295 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10284471.000000 Penalty: 5609.645508
	Iteration 12Q: 3 clusters Score -1.028447e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10284537.000000 Penalty: 5609.645508
	Iteration 13Q: 3 clusters Score -1.028454e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81344 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -10284579.000000 Penalty: 5609.645508
	Iteration 14Q: 3 clusters Score -1.028458e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81352 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10284596.000000 Penalty: 5609.645508
	Iteration 15Q: 3 clusters Score -1.02846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81360 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -10284624.000000 Penalty: 5609.645508
	Iteration 16Q: 3 clusters Score -1.028462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81367 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10284655.000000 Penalty: 5609.645508
	Iteration 17Q: 3 clusters Score -1.028466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81371 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10284656.000000 Penalty: 5609.645508
	Iteration 18Q: 3 clusters Score -1.028466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81372 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10284669.000000 Penalty: 5609.645508
	Iteration 19Q: 3 clusters Score -1.028467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81372 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10284669.000000 Penalty: 5609.645508
	Iteration 20F: 3 clusters Score -1.028467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Entering Unmasked Estep 
Score: -214455.421875 Penalty: 1871.780396
	Iteration 0F: 2 clusters Score -214455.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -211943.000000 Penalty: 3743.560791
	Iteration 0F: 3 clusters Score -211943 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -212611.390625 Penalty: 3743.560791
	Iteration 1F: 3 clusters Score -212611.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -212881.109375 Penalty: 3743.560791
	Iteration 2F: 3 clusters Score -212881.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -213103.906250 Penalty: 3743.560791
	Iteration 3F: 3 clusters Score -213103.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -213350.593750 Penalty: 3743.560791
	Iteration 4F: 3 clusters Score -213350.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -213736.187500 Penalty: 3743.560791
	Iteration 5F: 3 clusters Score -213736.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -214296.546875 Penalty: 3743.560791
	Iteration 6F: 3 clusters Score -214296.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -214882.484375 Penalty: 3743.560791
	Iteration 7F: 3 clusters Score -214882.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -215332.906250 Penalty: 3743.560791
	Iteration 8F: 3 clusters Score -215332.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -215589.875000 Penalty: 3743.560791
	Iteration 9Q: 3 clusters Score -215589.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -215807.593750 Penalty: 3743.560791
	Iteration 10Q: 3 clusters Score -215807.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -215878.578125 Penalty: 3743.560791
	Iteration 11Q: 3 clusters Score -215878.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -215941.765625 Penalty: 3743.560791
	Iteration 12Q: 3 clusters Score -215941.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -216034.390625 Penalty: 3743.560791
	Iteration 13Q: 3 clusters Score -216034.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -216066.859375 Penalty: 3743.560791
	Iteration 14Q: 3 clusters Score -216066.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -216086.906250 Penalty: 3743.560791
	Iteration 15Q: 3 clusters Score -216086.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -216088.843750 Penalty: 3743.560791
	Iteration 16Q: 3 clusters Score -216088.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -216089.609375 Penalty: 3743.560791
	Iteration 17Q: 3 clusters Score -216089.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -216089.609375 Penalty: 3743.560791
	Iteration 18F: 3 clusters Score -216089.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 78288 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10334 members 
Mstep: Class 8 contains 17130 members 
Mstep: Class 9 contains 265636 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 10467 members 
Mstep: Class 12 contains 56363 members 
Mstep: Class 13 contains 20211 members 
Mstep: Class 14 contains 22583 members 
Mstep: Class 15 contains 28337 members 
Mstep: Class 16 contains 81615 members 
Mstep: Class 17 contains 857 members 
Mstep: Class 18 contains 109273 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 179200 members 
Mstep: Class 21 contains 20142 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9091 members 
Mstep: Class 24 contains 39217 members 
Mstep: Class 25 contains 276235 members 
Mstep: Class 26 contains 14613 members 
Mstep: Class 27 contains 1039 members 
Entering Unmasked Estep 
Score: -154625360.000000 Penalty: 94130.875000
Splitting cluster 17 changes total score from -154625520.000000 to -154625360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (109273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109273 members 
Entering Unmasked Estep 
Score: -13731669.000000 Penalty: 2877.197998
	Iteration 0F: 2 clusters Score -1.373167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -13658747.000000 Penalty: 5754.395996
	Iteration 0F: 3 clusters Score -1.365875e+07 nChanged 51646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -13688001.000000 Penalty: 5754.395996
	Iteration 1F: 3 clusters Score -1.3688e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 55825 members 
Entering Unmasked Estep 
Score: -13688636.000000 Penalty: 5754.395996
	Iteration 2Q: 3 clusters Score -1.368864e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -13689455.000000 Penalty: 5754.395996
	Iteration 3Q: 3 clusters Score -1.368946e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 57336 members 
Entering Unmasked Estep 
Score: -13690525.000000 Penalty: 5754.395996
	Iteration 4Q: 3 clusters Score -1.369052e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 58734 members 
Entering Unmasked Estep 
Score: -13691752.000000 Penalty: 5754.395996
	Iteration 5Q: 3 clusters Score -1.369175e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 60692 members 
Entering Unmasked Estep 
Score: -13693277.000000 Penalty: 5754.395996
	Iteration 6Q: 3 clusters Score -1.369328e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 63298 members 
Entering Unmasked Estep 
Score: -13695507.000000 Penalty: 5754.395996
	Iteration 7Q: 3 clusters Score -1.369551e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 66778 members 
Entering Unmasked Estep 
Score: -13698444.000000 Penalty: 5754.395996
	Iteration 8Q: 3 clusters Score -1.369844e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 71159 members 
Entering Unmasked Estep 
Score: -13702086.000000 Penalty: 5754.395996
	Iteration 9F: 3 clusters Score -1.370209e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 76347 members 
Entering Unmasked Estep 
Score: -13706365.000000 Penalty: 5754.395996
	Iteration 10F: 3 clusters Score -1.370636e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 81779 members 
Entering Unmasked Estep 
Score: -13710601.000000 Penalty: 5754.395996
	Iteration 11F: 3 clusters Score -1.37106e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 86607 members 
Entering Unmasked Estep 
Score: -13714214.000000 Penalty: 5754.395996
	Iteration 12Q: 3 clusters Score -1.371421e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 90826 members 
Entering Unmasked Estep 
Score: -13717189.000000 Penalty: 5754.395996
	Iteration 13Q: 3 clusters Score -1.371719e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 94434 members 
Entering Unmasked Estep 
Score: -13719704.000000 Penalty: 5754.395996
	Iteration 14Q: 3 clusters Score -1.37197e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 97509 members 
Entering Unmasked Estep 
Score: -13721714.000000 Penalty: 5754.395996
	Iteration 15Q: 3 clusters Score -1.372171e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 100110 members 
Entering Unmasked Estep 
Score: -13723376.000000 Penalty: 5754.395996
	Iteration 16Q: 3 clusters Score -1.372338e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 102176 members 
Entering Unmasked Estep 
Score: -13724776.000000 Penalty: 5754.395996
	Iteration 17Q: 3 clusters Score -1.372478e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 103925 members 
Entering Unmasked Estep 
Score: -13725979.000000 Penalty: 5754.395996
	Iteration 18Q: 3 clusters Score -1.372598e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 105243 members 
Entering Unmasked Estep 
Score: -13726775.000000 Penalty: 5754.395996
	Iteration 19Q: 3 clusters Score -1.372678e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 106243 members 
Entering Unmasked Estep 
Score: -13727443.000000 Penalty: 5754.395996
	Iteration 20F: 3 clusters Score -1.372744e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 106991 members 
Entering Unmasked Estep 
Score: -13727872.000000 Penalty: 5754.395996
	Iteration 21Q: 3 clusters Score -1.372787e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 107506 members 
Entering Unmasked Estep 
Score: -13728243.000000 Penalty: 5754.395996
	Iteration 22Q: 3 clusters Score -1.372824e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 107861 members 
Entering Unmasked Estep 
Score: -13728477.000000 Penalty: 5754.395996
	Iteration 23Q: 3 clusters Score -1.372848e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 108092 members 
Entering Unmasked Estep 
Score: -13728623.000000 Penalty: 5754.395996
	Iteration 24Q: 3 clusters Score -1.372862e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 108258 members 
Entering Unmasked Estep 
Score: -13728742.000000 Penalty: 5754.395996
	Iteration 25Q: 3 clusters Score -1.372874e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 108398 members 
Entering Unmasked Estep 
Score: -13728882.000000 Penalty: 5754.395996
	Iteration 26Q: 3 clusters Score -1.372888e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 108496 members 
Entering Unmasked Estep 
Score: -13728943.000000 Penalty: 5754.395996
	Iteration 27Q: 3 clusters Score -1.372894e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 108563 members 
Entering Unmasked Estep 
Score: -13728995.000000 Penalty: 5754.395996
	Iteration 28Q: 3 clusters Score -1.3729e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 108608 members 
Entering Unmasked Estep 
Score: -13729026.000000 Penalty: 5754.395996
	Iteration 29Q: 3 clusters Score -1.372903e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 108649 members 
Entering Unmasked Estep 
Score: -13729041.000000 Penalty: 5754.395996
	Iteration 30Q: 3 clusters Score -1.372904e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 108678 members 
Entering Unmasked Estep 
Score: -13729065.000000 Penalty: 5754.395996
	Iteration 31Q: 3 clusters Score -1.372906e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 108689 members 
Entering Unmasked Estep 
Score: -13729092.000000 Penalty: 5754.395996
	Iteration 32Q: 3 clusters Score -1.372909e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 108705 members 
Entering Unmasked Estep 
Score: -13729085.000000 Penalty: 5754.395996
	Iteration 33Q: 3 clusters Score -1.372908e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 108717 members 
Entering Unmasked Estep 
Score: -13729104.000000 Penalty: 5754.395996
	Iteration 34Q: 3 clusters Score -1.37291e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 108729 members 
Entering Unmasked Estep 
Score: -13729113.000000 Penalty: 5754.395996
	Iteration 35Q: 3 clusters Score -1.372911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 108740 members 
Entering Unmasked Estep 
Score: -13729138.000000 Penalty: 5754.395996
	Iteration 36Q: 3 clusters Score -1.372914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 108747 members 
Entering Unmasked Estep 
Score: -13729148.000000 Penalty: 5754.395996
	Iteration 37Q: 3 clusters Score -1.372915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 108755 members 
Entering Unmasked Estep 
Score: -13729155.000000 Penalty: 5754.395996
	Iteration 38Q: 3 clusters Score -1.372916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 108759 members 
Entering Unmasked Estep 
Score: -13729160.000000 Penalty: 5754.395996
	Iteration 39Q: 3 clusters Score -1.372916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 108767 members 
Entering Unmasked Estep 
Score: -13729172.000000 Penalty: 5754.395996
	Iteration 40F: 3 clusters Score -1.372917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 108772 members 
Entering Unmasked Estep 
Score: -13729167.000000 Penalty: 5754.395996
	Iteration 41Q: 3 clusters Score -1.372917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 108775 members 
Entering Unmasked Estep 
Score: -13729166.000000 Penalty: 5754.395996
	Iteration 42Q: 3 clusters Score -1.372917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 108779 members 
Entering Unmasked Estep 
Score: -13729174.000000 Penalty: 5754.395996
	Iteration 43Q: 3 clusters Score -1.372917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 108778 members 
Entering Unmasked Estep 
Score: -13729168.000000 Penalty: 5754.395996
	Iteration 44Q: 3 clusters Score -1.372917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 108778 members 
Entering Unmasked Estep 
Score: -13729168.000000 Penalty: 5754.395996
	Iteration 45F: 3 clusters Score -1.372917e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Entering Unmasked Estep 
Score: -377390.687500 Penalty: 2048.730469
	Iteration 0F: 2 clusters Score -377390.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -373640.593750 Penalty: 4097.460938
	Iteration 0F: 3 clusters Score -373640.6 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -374667.906250 Penalty: 4097.460938
	Iteration 1F: 3 clusters Score -374667.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -375043.281250 Penalty: 4097.460938
	Iteration 2F: 3 clusters Score -375043.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -375443.375000 Penalty: 4097.460938
	Iteration 3F: 3 clusters Score -375443.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -375793.093750 Penalty: 4097.460938
	Iteration 4F: 3 clusters Score -375793.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -376121.500000 Penalty: 4097.460938
	Iteration 5F: 3 clusters Score -376121.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -376467.718750 Penalty: 4097.460938
	Iteration 6F: 3 clusters Score -376467.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -376751.187500 Penalty: 4097.460938
	Iteration 7F: 3 clusters Score -376751.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -376911.687500 Penalty: 4097.460938
	Iteration 8Q: 3 clusters Score -376911.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -376993.156250 Penalty: 4097.460938
	Iteration 9Q: 3 clusters Score -376993.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -377034.500000 Penalty: 4097.460938
	Iteration 10Q: 3 clusters Score -377034.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -377057.968750 Penalty: 4097.460938
	Iteration 11Q: 3 clusters Score -377058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -377072.656250 Penalty: 4097.460938
	Iteration 12Q: 3 clusters Score -377072.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -377078.531250 Penalty: 4097.460938
	Iteration 13Q: 3 clusters Score -377078.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -377082.906250 Penalty: 4097.460938
	Iteration 14Q: 3 clusters Score -377082.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -377085.156250 Penalty: 4097.460938
	Iteration 15Q: 3 clusters Score -377085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -377086.625000 Penalty: 4097.460938
	Iteration 16Q: 3 clusters Score -377086.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -377086.625000 Penalty: 4097.460938
	Iteration 17F: 3 clusters Score -377086.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (179200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179200 members 
Entering Unmasked Estep 
Score: -22439586.000000 Penalty: 2999.872070
	Iteration 0F: 2 clusters Score -2.243959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89786 members 
Mstep: Class 2 contains 89414 members 
Entering Unmasked Estep 
Score: -22321140.000000 Penalty: 5999.744141
	Iteration 0F: 3 clusters Score -2.232114e+07 nChanged 86504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91650 members 
Mstep: Class 2 contains 87550 members 
Entering Unmasked Estep 
Score: -22372992.000000 Penalty: 5999.744141
	Iteration 1F: 3 clusters Score -2.237299e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93143 members 
Mstep: Class 2 contains 86057 members 
Entering Unmasked Estep 
Score: -22374936.000000 Penalty: 5999.744141
	Iteration 2Q: 3 clusters Score -2.237494e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95598 members 
Mstep: Class 2 contains 83602 members 
Entering Unmasked Estep 
Score: -22377742.000000 Penalty: 5999.744141
	Iteration 3Q: 3 clusters Score -2.237774e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99400 members 
Mstep: Class 2 contains 79800 members 
Entering Unmasked Estep 
Score: -22381712.000000 Penalty: 5999.744141
	Iteration 4Q: 3 clusters Score -2.238171e+07 nChanged 10447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105179 members 
Mstep: Class 2 contains 74021 members 
Entering Unmasked Estep 
Score: -22387466.000000 Penalty: 5999.744141
	Iteration 5F: 3 clusters Score -2.238747e+07 nChanged 12338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113165 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -22396140.000000 Penalty: 5999.744141
	Iteration 6F: 3 clusters Score -2.239614e+07 nChanged 13193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122106 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -22407080.000000 Penalty: 5999.744141
	Iteration 7F: 3 clusters Score -2.240708e+07 nChanged 11868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129890 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -22416728.000000 Penalty: 5999.744141
	Iteration 8F: 3 clusters Score -2.241673e+07 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135350 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -22422958.000000 Penalty: 5999.744141
	Iteration 9F: 3 clusters Score -2.242296e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139316 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -22425952.000000 Penalty: 5999.744141
	Iteration 10Q: 3 clusters Score -2.242595e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142542 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -22427536.000000 Penalty: 5999.744141
	Iteration 11Q: 3 clusters Score -2.242754e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145453 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -22428754.000000 Penalty: 5999.744141
	Iteration 12Q: 3 clusters Score -2.242875e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148219 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -22429904.000000 Penalty: 5999.744141
	Iteration 13Q: 3 clusters Score -2.24299e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150857 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -22430966.000000 Penalty: 5999.744141
	Iteration 14Q: 3 clusters Score -2.243097e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153417 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -22431806.000000 Penalty: 5999.744141
	Iteration 15Q: 3 clusters Score -2.243181e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155934 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -22432684.000000 Penalty: 5999.744141
	Iteration 16Q: 3 clusters Score -2.243268e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158339 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -22433452.000000 Penalty: 5999.744141
	Iteration 17Q: 3 clusters Score -2.243345e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160561 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -22434202.000000 Penalty: 5999.744141
	Iteration 18Q: 3 clusters Score -2.24342e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162596 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -22434878.000000 Penalty: 5999.744141
	Iteration 19Q: 3 clusters Score -2.243488e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164508 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -22435430.000000 Penalty: 5999.744141
	Iteration 20F: 3 clusters Score -2.243543e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166268 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -22435870.000000 Penalty: 5999.744141
	Iteration 21Q: 3 clusters Score -2.243587e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167850 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -22436260.000000 Penalty: 5999.744141
	Iteration 22Q: 3 clusters Score -2.243626e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169241 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -22436532.000000 Penalty: 5999.744141
	Iteration 23Q: 3 clusters Score -2.243653e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170433 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -22436798.000000 Penalty: 5999.744141
	Iteration 24Q: 3 clusters Score -2.24368e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171501 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -22437020.000000 Penalty: 5999.744141
	Iteration 25Q: 3 clusters Score -2.243702e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172432 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -22437194.000000 Penalty: 5999.744141
	Iteration 26Q: 3 clusters Score -2.243719e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173199 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -22437340.000000 Penalty: 5999.744141
	Iteration 27Q: 3 clusters Score -2.243734e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173837 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -22437428.000000 Penalty: 5999.744141
	Iteration 28Q: 3 clusters Score -2.243743e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174346 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -22437508.000000 Penalty: 5999.744141
	Iteration 29Q: 3 clusters Score -2.243751e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174759 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -22437452.000000 Penalty: 5999.744141
	Iteration 30Q: 3 clusters Score -2.243745e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175107 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -22437540.000000 Penalty: 5999.744141
	Iteration 31Q: 3 clusters Score -2.243754e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175406 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -22437590.000000 Penalty: 5999.744141
	Iteration 32Q: 3 clusters Score -2.243759e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175660 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -22437584.000000 Penalty: 5999.744141
	Iteration 33Q: 3 clusters Score -2.243758e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175887 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -22437608.000000 Penalty: 5999.744141
	Iteration 34Q: 3 clusters Score -2.243761e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176081 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -22437600.000000 Penalty: 5999.744141
	Iteration 35Q: 3 clusters Score -2.24376e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176243 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -22437574.000000 Penalty: 5999.744141
	Iteration 36Q: 3 clusters Score -2.243757e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176380 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -22437604.000000 Penalty: 5999.744141
	Iteration 37Q: 3 clusters Score -2.24376e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176499 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -22437622.000000 Penalty: 5999.744141
	Iteration 38Q: 3 clusters Score -2.243762e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176613 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -22437638.000000 Penalty: 5999.744141
	Iteration 39Q: 3 clusters Score -2.243764e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176723 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -22437670.000000 Penalty: 5999.744141
	Iteration 40F: 3 clusters Score -2.243767e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176812 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -22437712.000000 Penalty: 5999.744141
	Iteration 41Q: 3 clusters Score -2.243771e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176892 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -22437738.000000 Penalty: 5999.744141
	Iteration 42Q: 3 clusters Score -2.243774e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176949 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -22437782.000000 Penalty: 5999.744141
	Iteration 43Q: 3 clusters Score -2.243778e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177005 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -22437762.000000 Penalty: 5999.744141
	Iteration 44Q: 3 clusters Score -2.243776e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177060 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -22437748.000000 Penalty: 5999.744141
	Iteration 45Q: 3 clusters Score -2.243775e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177098 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -22437710.000000 Penalty: 5999.744141
	Iteration 46Q: 3 clusters Score -2.243771e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177144 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -22437702.000000 Penalty: 5999.744141
	Iteration 47Q: 3 clusters Score -2.24377e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177182 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -22437696.000000 Penalty: 5999.744141
	Iteration 48Q: 3 clusters Score -2.24377e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177216 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -22437706.000000 Penalty: 5999.744141
	Iteration 49Q: 3 clusters Score -2.243771e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177240 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -22437710.000000 Penalty: 5999.744141
	Iteration 50Q: 3 clusters Score -2.243771e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177260 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -22437704.000000 Penalty: 5999.744141
	Iteration 51Q: 3 clusters Score -2.24377e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177279 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -22437698.000000 Penalty: 5999.744141
	Iteration 52Q: 3 clusters Score -2.24377e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177287 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -22437668.000000 Penalty: 5999.744141
	Iteration 53Q: 3 clusters Score -2.243767e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177298 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -22437674.000000 Penalty: 5999.744141
	Iteration 54Q: 3 clusters Score -2.243767e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177319 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -22437690.000000 Penalty: 5999.744141
	Iteration 55Q: 3 clusters Score -2.243769e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177335 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -22437654.000000 Penalty: 5999.744141
	Iteration 56Q: 3 clusters Score -2.243765e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177360 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -22437668.000000 Penalty: 5999.744141
	Iteration 57Q: 3 clusters Score -2.243767e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177389 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -22437704.000000 Penalty: 5999.744141
	Iteration 58Q: 3 clusters Score -2.24377e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177414 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -22437720.000000 Penalty: 5999.744141
	Iteration 59Q: 3 clusters Score -2.243772e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177429 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -22437756.000000 Penalty: 5999.744141
	Iteration 60F: 3 clusters Score -2.243776e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177447 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -22437744.000000 Penalty: 5999.744141
	Iteration 61Q: 3 clusters Score -2.243774e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177465 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -22437766.000000 Penalty: 5999.744141
	Iteration 62Q: 3 clusters Score -2.243777e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177478 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -22437764.000000 Penalty: 5999.744141
	Iteration 63Q: 3 clusters Score -2.243776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177487 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -22437734.000000 Penalty: 5999.744141
	Iteration 64Q: 3 clusters Score -2.243773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177497 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -22437732.000000 Penalty: 5999.744141
	Iteration 65Q: 3 clusters Score -2.243773e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177513 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -22437766.000000 Penalty: 5999.744141
	Iteration 66Q: 3 clusters Score -2.243777e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177531 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -22437764.000000 Penalty: 5999.744141
	Iteration 67Q: 3 clusters Score -2.243776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177549 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -22437758.000000 Penalty: 5999.744141
	Iteration 68Q: 3 clusters Score -2.243776e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177568 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -22437750.000000 Penalty: 5999.744141
	Iteration 69Q: 3 clusters Score -2.243775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177583 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -22437764.000000 Penalty: 5999.744141
	Iteration 70Q: 3 clusters Score -2.243776e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177603 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -22437768.000000 Penalty: 5999.744141
	Iteration 71Q: 3 clusters Score -2.243777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177612 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -22437756.000000 Penalty: 5999.744141
	Iteration 72Q: 3 clusters Score -2.243776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177618 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -22437764.000000 Penalty: 5999.744141
	Iteration 73Q: 3 clusters Score -2.243776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177628 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -22437762.000000 Penalty: 5999.744141
	Iteration 74Q: 3 clusters Score -2.243776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177637 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -22437774.000000 Penalty: 5999.744141
	Iteration 75Q: 3 clusters Score -2.243777e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177649 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -22437774.000000 Penalty: 5999.744141
	Iteration 76Q: 3 clusters Score -2.243777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177662 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -22437782.000000 Penalty: 5999.744141
	Iteration 77Q: 3 clusters Score -2.243778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177674 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -22437788.000000 Penalty: 5999.744141
	Iteration 78Q: 3 clusters Score -2.243779e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177681 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -22437798.000000 Penalty: 5999.744141
	Iteration 79Q: 3 clusters Score -2.24378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177689 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -22437792.000000 Penalty: 5999.744141
	Iteration 80F: 3 clusters Score -2.243779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177696 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -22437794.000000 Penalty: 5999.744141
	Iteration 81Q: 3 clusters Score -2.243779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177704 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -22437820.000000 Penalty: 5999.744141
	Iteration 82Q: 3 clusters Score -2.243782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177711 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -22437826.000000 Penalty: 5999.744141
	Iteration 83Q: 3 clusters Score -2.243783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177715 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -22437800.000000 Penalty: 5999.744141
	Iteration 84Q: 3 clusters Score -2.24378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177716 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -22437800.000000 Penalty: 5999.744141
	Iteration 85Q: 3 clusters Score -2.24378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177717 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -22437796.000000 Penalty: 5999.744141
	Iteration 86Q: 3 clusters Score -2.24378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177718 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -22437800.000000 Penalty: 5999.744141
	Iteration 87Q: 3 clusters Score -2.24378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177719 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -22437812.000000 Penalty: 5999.744141
	Iteration 88Q: 3 clusters Score -2.243781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177719 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -22437812.000000 Penalty: 5999.744141
	Iteration 89F: 3 clusters Score -2.243781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Entering Unmasked Estep 
Score: -2525409.000000 Penalty: 2457.819580
	Iteration 0F: 2 clusters Score -2525409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2511222.000000 Penalty: 4915.639160
	Iteration 0F: 3 clusters Score -2511222 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2516022.500000 Penalty: 4915.639160
	Iteration 1F: 3 clusters Score -2516022 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2516471.500000 Penalty: 4915.639160
	Iteration 2F: 3 clusters Score -2516472 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2516879.750000 Penalty: 4915.639160
	Iteration 3Q: 3 clusters Score -2516880 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2517287.250000 Penalty: 4915.639160
	Iteration 4Q: 3 clusters Score -2517287 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2517682.750000 Penalty: 4915.639160
	Iteration 5Q: 3 clusters Score -2517683 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2518191.500000 Penalty: 4915.639160
	Iteration 6Q: 3 clusters Score -2518192 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2518733.250000 Penalty: 4915.639160
	Iteration 7Q: 3 clusters Score -2518733 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2519315.000000 Penalty: 4915.639160
	Iteration 8Q: 3 clusters Score -2519315 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2519867.750000 Penalty: 4915.639160
	Iteration 9Q: 3 clusters Score -2519868 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2520377.750000 Penalty: 4915.639160
	Iteration 10Q: 3 clusters Score -2520378 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2520811.000000 Penalty: 4915.639160
	Iteration 11Q: 3 clusters Score -2520811 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2521104.250000 Penalty: 4915.639160
	Iteration 12Q: 3 clusters Score -2521104 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2521330.750000 Penalty: 4915.639160
	Iteration 13Q: 3 clusters Score -2521331 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2521476.500000 Penalty: 4915.639160
	Iteration 14Q: 3 clusters Score -2521476 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2521598.500000 Penalty: 4915.639160
	Iteration 15Q: 3 clusters Score -2521598 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2521683.500000 Penalty: 4915.639160
	Iteration 16Q: 3 clusters Score -2521684 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2521737.000000 Penalty: 4915.639160
	Iteration 17Q: 3 clusters Score -2521737 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2521790.750000 Penalty: 4915.639160
	Iteration 18Q: 3 clusters Score -2521791 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2521840.000000 Penalty: 4915.639160
	Iteration 19Q: 3 clusters Score -2521840 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2521874.000000 Penalty: 4915.639160
	Iteration 20F: 3 clusters Score -2521874 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -2521916.500000 Penalty: 4915.639160
	Iteration 21Q: 3 clusters Score -2521916 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2521950.500000 Penalty: 4915.639160
	Iteration 22Q: 3 clusters Score -2521950 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2521996.000000 Penalty: 4915.639160
	Iteration 23Q: 3 clusters Score -2521996 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2522011.500000 Penalty: 4915.639160
	Iteration 24Q: 3 clusters Score -2522012 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2522049.000000 Penalty: 4915.639160
	Iteration 25Q: 3 clusters Score -2522049 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2522093.750000 Penalty: 4915.639160
	Iteration 26Q: 3 clusters Score -2522094 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2522138.250000 Penalty: 4915.639160
	Iteration 27Q: 3 clusters Score -2522138 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2522191.750000 Penalty: 4915.639160
	Iteration 28Q: 3 clusters Score -2522192 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2522248.000000 Penalty: 4915.639160
	Iteration 29Q: 3 clusters Score -2522248 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2522312.000000 Penalty: 4915.639160
	Iteration 30Q: 3 clusters Score -2522312 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2522374.250000 Penalty: 4915.639160
	Iteration 31Q: 3 clusters Score -2522374 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2522454.500000 Penalty: 4915.639160
	Iteration 32Q: 3 clusters Score -2522454 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2522540.000000 Penalty: 4915.639160
	Iteration 33Q: 3 clusters Score -2522540 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2522604.250000 Penalty: 4915.639160
	Iteration 34Q: 3 clusters Score -2522604 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2522676.000000 Penalty: 4915.639160
	Iteration 35Q: 3 clusters Score -2522676 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2522743.750000 Penalty: 4915.639160
	Iteration 36Q: 3 clusters Score -2522744 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2522806.750000 Penalty: 4915.639160
	Iteration 37Q: 3 clusters Score -2522807 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2522840.250000 Penalty: 4915.639160
	Iteration 38Q: 3 clusters Score -2522840 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2522889.500000 Penalty: 4915.639160
	Iteration 39Q: 3 clusters Score -2522890 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2522940.750000 Penalty: 4915.639160
	Iteration 40F: 3 clusters Score -2522941 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2522980.500000 Penalty: 4915.639160
	Iteration 41Q: 3 clusters Score -2522980 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2523019.250000 Penalty: 4915.639160
	Iteration 42Q: 3 clusters Score -2523019 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2523051.750000 Penalty: 4915.639160
	Iteration 43Q: 3 clusters Score -2523052 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2523074.250000 Penalty: 4915.639160
	Iteration 44Q: 3 clusters Score -2523074 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2523094.500000 Penalty: 4915.639160
	Iteration 45Q: 3 clusters Score -2523094 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2523107.250000 Penalty: 4915.639160
	Iteration 46Q: 3 clusters Score -2523107 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2523127.000000 Penalty: 4915.639160
	Iteration 47Q: 3 clusters Score -2523127 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2523139.750000 Penalty: 4915.639160
	Iteration 48Q: 3 clusters Score -2523140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2523154.500000 Penalty: 4915.639160
	Iteration 49Q: 3 clusters Score -2523154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2523164.000000 Penalty: 4915.639160
	Iteration 50Q: 3 clusters Score -2523164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2523181.250000 Penalty: 4915.639160
	Iteration 51Q: 3 clusters Score -2523181 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2523191.000000 Penalty: 4915.639160
	Iteration 52Q: 3 clusters Score -2523191 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2523199.250000 Penalty: 4915.639160
	Iteration 53Q: 3 clusters Score -2523199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2523206.500000 Penalty: 4915.639160
	Iteration 54Q: 3 clusters Score -2523206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2523213.500000 Penalty: 4915.639160
	Iteration 55Q: 3 clusters Score -2523214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2523219.500000 Penalty: 4915.639160
	Iteration 56Q: 3 clusters Score -2523220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2523227.250000 Penalty: 4915.639160
	Iteration 57Q: 3 clusters Score -2523227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2523238.000000 Penalty: 4915.639160
	Iteration 58Q: 3 clusters Score -2523238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2523242.250000 Penalty: 4915.639160
	Iteration 59Q: 3 clusters Score -2523242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2523252.000000 Penalty: 4915.639160
	Iteration 60F: 3 clusters Score -2523252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2523261.250000 Penalty: 4915.639160
	Iteration 61Q: 3 clusters Score -2523261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2523262.500000 Penalty: 4915.639160
	Iteration 62Q: 3 clusters Score -2523262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2523270.000000 Penalty: 4915.639160
	Iteration 63Q: 3 clusters Score -2523270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2523276.250000 Penalty: 4915.639160
	Iteration 64Q: 3 clusters Score -2523276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -2523285.500000 Penalty: 4915.639160
	Iteration 65Q: 3 clusters Score -2523286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2523301.500000 Penalty: 4915.639160
	Iteration 66Q: 3 clusters Score -2523302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2523308.000000 Penalty: 4915.639160
	Iteration 67Q: 3 clusters Score -2523308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2523319.250000 Penalty: 4915.639160
	Iteration 68Q: 3 clusters Score -2523319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2523321.250000 Penalty: 4915.639160
	Iteration 69Q: 3 clusters Score -2523321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2523331.750000 Penalty: 4915.639160
	Iteration 70Q: 3 clusters Score -2523332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2523338.500000 Penalty: 4915.639160
	Iteration 71Q: 3 clusters Score -2523338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2523346.750000 Penalty: 4915.639160
	Iteration 72Q: 3 clusters Score -2523347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2523351.000000 Penalty: 4915.639160
	Iteration 73Q: 3 clusters Score -2523351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2523357.500000 Penalty: 4915.639160
	Iteration 74Q: 3 clusters Score -2523358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2523356.250000 Penalty: 4915.639160
	Iteration 75Q: 3 clusters Score -2523356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2523366.000000 Penalty: 4915.639160
	Iteration 76Q: 3 clusters Score -2523366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2523373.750000 Penalty: 4915.639160
	Iteration 77Q: 3 clusters Score -2523374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2523375.750000 Penalty: 4915.639160
	Iteration 78Q: 3 clusters Score -2523376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2523381.000000 Penalty: 4915.639160
	Iteration 79Q: 3 clusters Score -2523381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2523391.500000 Penalty: 4915.639160
	Iteration 80F: 3 clusters Score -2523392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2523392.000000 Penalty: 4915.639160
	Iteration 81Q: 3 clusters Score -2523392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2523393.500000 Penalty: 4915.639160
	Iteration 82Q: 3 clusters Score -2523394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2523391.250000 Penalty: 4915.639160
	Iteration 83Q: 3 clusters Score -2523391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2523397.250000 Penalty: 4915.639160
	Iteration 84Q: 3 clusters Score -2523397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2523401.250000 Penalty: 4915.639160
	Iteration 85Q: 3 clusters Score -2523401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -2523399.250000 Penalty: 4915.639160
	Iteration 86Q: 3 clusters Score -2523399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2523402.500000 Penalty: 4915.639160
	Iteration 87Q: 3 clusters Score -2523402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2523405.250000 Penalty: 4915.639160
	Iteration 88Q: 3 clusters Score -2523405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2523405.250000 Penalty: 4915.639160
	Iteration 89F: 3 clusters Score -2523405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Entering Unmasked Estep 
Score: -281883.031250 Penalty: 1953.406372
	Iteration 0F: 2 clusters Score -281883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -278878.906250 Penalty: 3906.812744
	Iteration 0F: 3 clusters Score -278878.9 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -279468.625000 Penalty: 3906.812744
	Iteration 1F: 3 clusters Score -279468.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -279627.750000 Penalty: 3906.812744
	Iteration 2F: 3 clusters Score -279627.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -279727.843750 Penalty: 3906.812744
	Iteration 3Q: 3 clusters Score -279727.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -279824.062500 Penalty: 3906.812744
	Iteration 4Q: 3 clusters Score -279824.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -279901.375000 Penalty: 3906.812744
	Iteration 5Q: 3 clusters Score -279901.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -279986.468750 Penalty: 3906.812744
	Iteration 6Q: 3 clusters Score -279986.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -280062.500000 Penalty: 3906.812744
	Iteration 7Q: 3 clusters Score -280062.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -280133.375000 Penalty: 3906.812744
	Iteration 8Q: 3 clusters Score -280133.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -280201.156250 Penalty: 3906.812744
	Iteration 9Q: 3 clusters Score -280201.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -280255.250000 Penalty: 3906.812744
	Iteration 10Q: 3 clusters Score -280255.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -280293.375000 Penalty: 3906.812744
	Iteration 11Q: 3 clusters Score -280293.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -280321.093750 Penalty: 3906.812744
	Iteration 12Q: 3 clusters Score -280321.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -280341.406250 Penalty: 3906.812744
	Iteration 13Q: 3 clusters Score -280341.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -280357.281250 Penalty: 3906.812744
	Iteration 14Q: 3 clusters Score -280357.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -280372.843750 Penalty: 3906.812744
	Iteration 15Q: 3 clusters Score -280372.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -280386.218750 Penalty: 3906.812744
	Iteration 16Q: 3 clusters Score -280386.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -280397.500000 Penalty: 3906.812744
	Iteration 17Q: 3 clusters Score -280397.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -280407.437500 Penalty: 3906.812744
	Iteration 18Q: 3 clusters Score -280407.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -280417.281250 Penalty: 3906.812744
	Iteration 19Q: 3 clusters Score -280417.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -280425.156250 Penalty: 3906.812744
	Iteration 20F: 3 clusters Score -280425.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -280431.718750 Penalty: 3906.812744
	Iteration 21Q: 3 clusters Score -280431.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -280437.781250 Penalty: 3906.812744
	Iteration 22Q: 3 clusters Score -280437.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -280445.593750 Penalty: 3906.812744
	Iteration 23Q: 3 clusters Score -280445.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -280450.031250 Penalty: 3906.812744
	Iteration 24Q: 3 clusters Score -280450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -280458.031250 Penalty: 3906.812744
	Iteration 25Q: 3 clusters Score -280458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -280466.781250 Penalty: 3906.812744
	Iteration 26Q: 3 clusters Score -280466.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -280473.937500 Penalty: 3906.812744
	Iteration 27Q: 3 clusters Score -280473.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -280481.343750 Penalty: 3906.812744
	Iteration 28Q: 3 clusters Score -280481.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -280487.593750 Penalty: 3906.812744
	Iteration 29Q: 3 clusters Score -280487.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -280491.500000 Penalty: 3906.812744
	Iteration 30Q: 3 clusters Score -280491.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -280495.062500 Penalty: 3906.812744
	Iteration 31Q: 3 clusters Score -280495.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -280497.593750 Penalty: 3906.812744
	Iteration 32Q: 3 clusters Score -280497.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -280499.562500 Penalty: 3906.812744
	Iteration 33Q: 3 clusters Score -280499.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -280501.687500 Penalty: 3906.812744
	Iteration 34Q: 3 clusters Score -280501.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -280505.750000 Penalty: 3906.812744
	Iteration 35Q: 3 clusters Score -280505.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -280511.375000 Penalty: 3906.812744
	Iteration 36Q: 3 clusters Score -280511.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -280514.593750 Penalty: 3906.812744
	Iteration 37Q: 3 clusters Score -280514.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -280516.968750 Penalty: 3906.812744
	Iteration 38Q: 3 clusters Score -280517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -280522.187500 Penalty: 3906.812744
	Iteration 39Q: 3 clusters Score -280522.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -280527.250000 Penalty: 3906.812744
	Iteration 40F: 3 clusters Score -280527.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -280534.343750 Penalty: 3906.812744
	Iteration 41Q: 3 clusters Score -280534.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -280539.718750 Penalty: 3906.812744
	Iteration 42Q: 3 clusters Score -280539.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -280544.625000 Penalty: 3906.812744
	Iteration 43Q: 3 clusters Score -280544.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -280549.093750 Penalty: 3906.812744
	Iteration 44Q: 3 clusters Score -280549.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -280554.437500 Penalty: 3906.812744
	Iteration 45Q: 3 clusters Score -280554.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -280557.968750 Penalty: 3906.812744
	Iteration 46Q: 3 clusters Score -280558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -280558.718750 Penalty: 3906.812744
	Iteration 47Q: 3 clusters Score -280558.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -280559.187500 Penalty: 3906.812744
	Iteration 48Q: 3 clusters Score -280559.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -280560.687500 Penalty: 3906.812744
	Iteration 49Q: 3 clusters Score -280560.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -280562.281250 Penalty: 3906.812744
	Iteration 50Q: 3 clusters Score -280562.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -280562.687500 Penalty: 3906.812744
	Iteration 51Q: 3 clusters Score -280562.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -280563.093750 Penalty: 3906.812744
	Iteration 52Q: 3 clusters Score -280563.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -280564.031250 Penalty: 3906.812744
	Iteration 53Q: 3 clusters Score -280564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -280566.031250 Penalty: 3906.812744
	Iteration 54Q: 3 clusters Score -280566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -280566.781250 Penalty: 3906.812744
	Iteration 55Q: 3 clusters Score -280566.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -280567.343750 Penalty: 3906.812744
	Iteration 56Q: 3 clusters Score -280567.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -280568.312500 Penalty: 3906.812744
	Iteration 57Q: 3 clusters Score -280568.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -280569.250000 Penalty: 3906.812744
	Iteration 58Q: 3 clusters Score -280569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -280570.031250 Penalty: 3906.812744
	Iteration 59Q: 3 clusters Score -280570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -280571.250000 Penalty: 3906.812744
	Iteration 60F: 3 clusters Score -280571.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -280572.718750 Penalty: 3906.812744
	Iteration 61Q: 3 clusters Score -280572.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -280574.156250 Penalty: 3906.812744
	Iteration 62Q: 3 clusters Score -280574.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -280574.687500 Penalty: 3906.812744
	Iteration 63Q: 3 clusters Score -280574.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -280574.687500 Penalty: 3906.812744
	Iteration 64F: 3 clusters Score -280574.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Entering Unmasked Estep 
Score: -1072930.250000 Penalty: 2260.529785
	Iteration 0F: 2 clusters Score -1072930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1065873.375000 Penalty: 4521.059570
	Iteration 0F: 3 clusters Score -1065873 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1068237.375000 Penalty: 4521.059570
	Iteration 1F: 3 clusters Score -1068237 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1068904.625000 Penalty: 4521.059570
	Iteration 2F: 3 clusters Score -1068905 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1069505.250000 Penalty: 4521.059570
	Iteration 3F: 3 clusters Score -1069505 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1070079.500000 Penalty: 4521.059570
	Iteration 4F: 3 clusters Score -1070080 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1070587.625000 Penalty: 4521.059570
	Iteration 5F: 3 clusters Score -1070588 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1070967.125000 Penalty: 4521.059570
	Iteration 6F: 3 clusters Score -1070967 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1071218.750000 Penalty: 4521.059570
	Iteration 7Q: 3 clusters Score -1071219 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1071372.250000 Penalty: 4521.059570
	Iteration 8Q: 3 clusters Score -1071372 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1071460.500000 Penalty: 4521.059570
	Iteration 9Q: 3 clusters Score -1071460 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1071509.000000 Penalty: 4521.059570
	Iteration 10Q: 3 clusters Score -1071509 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1071548.000000 Penalty: 4521.059570
	Iteration 11Q: 3 clusters Score -1071548 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1071578.250000 Penalty: 4521.059570
	Iteration 12Q: 3 clusters Score -1071578 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1071604.250000 Penalty: 4521.059570
	Iteration 13Q: 3 clusters Score -1071604 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1071629.375000 Penalty: 4521.059570
	Iteration 14Q: 3 clusters Score -1071629 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1071649.000000 Penalty: 4521.059570
	Iteration 15Q: 3 clusters Score -1071649 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1071670.000000 Penalty: 4521.059570
	Iteration 16Q: 3 clusters Score -1071670 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1071697.375000 Penalty: 4521.059570
	Iteration 17Q: 3 clusters Score -1071697 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1071719.250000 Penalty: 4521.059570
	Iteration 18Q: 3 clusters Score -1071719 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1071754.500000 Penalty: 4521.059570
	Iteration 19Q: 3 clusters Score -1071754 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1071785.750000 Penalty: 4521.059570
	Iteration 20F: 3 clusters Score -1071786 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1071813.750000 Penalty: 4521.059570
	Iteration 21Q: 3 clusters Score -1071814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1071832.625000 Penalty: 4521.059570
	Iteration 22Q: 3 clusters Score -1071833 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1071853.125000 Penalty: 4521.059570
	Iteration 23Q: 3 clusters Score -1071853 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1071872.375000 Penalty: 4521.059570
	Iteration 24Q: 3 clusters Score -1071872 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1071885.375000 Penalty: 4521.059570
	Iteration 25Q: 3 clusters Score -1071885 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1071896.625000 Penalty: 4521.059570
	Iteration 26Q: 3 clusters Score -1071897 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1071917.750000 Penalty: 4521.059570
	Iteration 27Q: 3 clusters Score -1071918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1071927.875000 Penalty: 4521.059570
	Iteration 28Q: 3 clusters Score -1071928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1071935.375000 Penalty: 4521.059570
	Iteration 29Q: 3 clusters Score -1071935 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1071945.625000 Penalty: 4521.059570
	Iteration 30Q: 3 clusters Score -1071946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1071954.875000 Penalty: 4521.059570
	Iteration 31Q: 3 clusters Score -1071955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1071960.125000 Penalty: 4521.059570
	Iteration 32Q: 3 clusters Score -1071960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1071965.875000 Penalty: 4521.059570
	Iteration 33Q: 3 clusters Score -1071966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1071971.375000 Penalty: 4521.059570
	Iteration 34Q: 3 clusters Score -1071971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1071974.500000 Penalty: 4521.059570
	Iteration 35Q: 3 clusters Score -1071974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1071980.250000 Penalty: 4521.059570
	Iteration 36Q: 3 clusters Score -1071980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1071985.375000 Penalty: 4521.059570
	Iteration 37Q: 3 clusters Score -1071985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1071988.500000 Penalty: 4521.059570
	Iteration 38Q: 3 clusters Score -1071988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1071992.250000 Penalty: 4521.059570
	Iteration 39Q: 3 clusters Score -1071992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1071993.250000 Penalty: 4521.059570
	Iteration 40F: 3 clusters Score -1071993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1071995.625000 Penalty: 4521.059570
	Iteration 41Q: 3 clusters Score -1071996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1071998.250000 Penalty: 4521.059570
	Iteration 42Q: 3 clusters Score -1071998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1071999.875000 Penalty: 4521.059570
	Iteration 43Q: 3 clusters Score -1072000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1072000.125000 Penalty: 4521.059570
	Iteration 44Q: 3 clusters Score -1072000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1071999.750000 Penalty: 4521.059570
	Iteration 45Q: 3 clusters Score -1072000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1072000.375000 Penalty: 4521.059570
	Iteration 46Q: 3 clusters Score -1072000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1072000.375000 Penalty: 4521.059570
	Iteration 47F: 3 clusters Score -1072000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Entering Unmasked Estep 
Score: -4763700.000000 Penalty: 2623.062500
	Iteration 0F: 2 clusters Score -4763700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -4737210.500000 Penalty: 5246.125000
	Iteration 0F: 3 clusters Score -4737210 nChanged 17818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -4747080.000000 Penalty: 5246.125000
	Iteration 1F: 3 clusters Score -4747080 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -4747741.000000 Penalty: 5246.125000
	Iteration 2Q: 3 clusters Score -4747741 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -4748453.000000 Penalty: 5246.125000
	Iteration 3Q: 3 clusters Score -4748453 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -4749126.000000 Penalty: 5246.125000
	Iteration 4Q: 3 clusters Score -4749126 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -4749989.500000 Penalty: 5246.125000
	Iteration 5Q: 3 clusters Score -4749990 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -4751116.500000 Penalty: 5246.125000
	Iteration 6F: 3 clusters Score -4751116 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -4752561.000000 Penalty: 5246.125000
	Iteration 7F: 3 clusters Score -4752561 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -4754278.000000 Penalty: 5246.125000
	Iteration 8F: 3 clusters Score -4754278 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -4756243.000000 Penalty: 5246.125000
	Iteration 9F: 3 clusters Score -4756243 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -4758040.500000 Penalty: 5246.125000
	Iteration 10F: 3 clusters Score -4758040 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -4759295.500000 Penalty: 5246.125000
	Iteration 11Q: 3 clusters Score -4759296 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -4760100.500000 Penalty: 5246.125000
	Iteration 12Q: 3 clusters Score -4760100 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -4760714.000000 Penalty: 5246.125000
	Iteration 13Q: 3 clusters Score -4760714 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -4761194.500000 Penalty: 5246.125000
	Iteration 14Q: 3 clusters Score -4761194 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -4761590.000000 Penalty: 5246.125000
	Iteration 15Q: 3 clusters Score -4761590 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -4761843.000000 Penalty: 5246.125000
	Iteration 16Q: 3 clusters Score -4761843 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -4762031.500000 Penalty: 5246.125000
	Iteration 17Q: 3 clusters Score -4762032 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -4762147.500000 Penalty: 5246.125000
	Iteration 18Q: 3 clusters Score -4762148 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -4762275.000000 Penalty: 5246.125000
	Iteration 19Q: 3 clusters Score -4762275 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -4762347.500000 Penalty: 5246.125000
	Iteration 20F: 3 clusters Score -4762348 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -4762369.000000 Penalty: 5246.125000
	Iteration 21Q: 3 clusters Score -4762369 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -4762424.000000 Penalty: 5246.125000
	Iteration 22Q: 3 clusters Score -4762424 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -4762476.500000 Penalty: 5246.125000
	Iteration 23Q: 3 clusters Score -4762476 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -4762488.000000 Penalty: 5246.125000
	Iteration 24Q: 3 clusters Score -4762488 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -4762520.000000 Penalty: 5246.125000
	Iteration 25Q: 3 clusters Score -4762520 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -4762526.500000 Penalty: 5246.125000
	Iteration 26Q: 3 clusters Score -4762526 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -4762552.500000 Penalty: 5246.125000
	Iteration 27Q: 3 clusters Score -4762552 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -4762558.500000 Penalty: 5246.125000
	Iteration 28Q: 3 clusters Score -4762558 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -4762574.500000 Penalty: 5246.125000
	Iteration 29Q: 3 clusters Score -4762574 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -4762576.500000 Penalty: 5246.125000
	Iteration 30Q: 3 clusters Score -4762576 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -4762591.500000 Penalty: 5246.125000
	Iteration 31Q: 3 clusters Score -4762592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -4762607.000000 Penalty: 5246.125000
	Iteration 32Q: 3 clusters Score -4762607 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -4762612.500000 Penalty: 5246.125000
	Iteration 33Q: 3 clusters Score -4762612 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -4762620.000000 Penalty: 5246.125000
	Iteration 34Q: 3 clusters Score -4762620 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -4762633.000000 Penalty: 5246.125000
	Iteration 35Q: 3 clusters Score -4762633 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -4762655.000000 Penalty: 5246.125000
	Iteration 36Q: 3 clusters Score -4762655 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -4762660.500000 Penalty: 5246.125000
	Iteration 37Q: 3 clusters Score -4762660 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -4762677.500000 Penalty: 5246.125000
	Iteration 38Q: 3 clusters Score -4762678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -4762672.500000 Penalty: 5246.125000
	Iteration 39Q: 3 clusters Score -4762672 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -4762670.000000 Penalty: 5246.125000
	Iteration 40F: 3 clusters Score -4762670 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -4762693.000000 Penalty: 5246.125000
	Iteration 41Q: 3 clusters Score -4762693 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -4762681.000000 Penalty: 5246.125000
	Iteration 42Q: 3 clusters Score -4762681 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -4762692.000000 Penalty: 5246.125000
	Iteration 43Q: 3 clusters Score -4762692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -4762699.500000 Penalty: 5246.125000
	Iteration 44Q: 3 clusters Score -4762700 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -4762712.000000 Penalty: 5246.125000
	Iteration 45Q: 3 clusters Score -4762712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -4762725.000000 Penalty: 5246.125000
	Iteration 46Q: 3 clusters Score -4762725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -4762727.500000 Penalty: 5246.125000
	Iteration 47Q: 3 clusters Score -4762728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -4762725.500000 Penalty: 5246.125000
	Iteration 48Q: 3 clusters Score -4762726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -4762722.000000 Penalty: 5246.125000
	Iteration 49Q: 3 clusters Score -4762722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -4762721.500000 Penalty: 5246.125000
	Iteration 50Q: 3 clusters Score -4762722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -4762721.000000 Penalty: 5246.125000
	Iteration 51Q: 3 clusters Score -4762721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -4762718.500000 Penalty: 5246.125000
	Iteration 52Q: 3 clusters Score -4762718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -4762724.500000 Penalty: 5246.125000
	Iteration 53Q: 3 clusters Score -4762724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -4762732.500000 Penalty: 5246.125000
	Iteration 54Q: 3 clusters Score -4762732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -4762733.000000 Penalty: 5246.125000
	Iteration 55Q: 3 clusters Score -4762733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -4762740.000000 Penalty: 5246.125000
	Iteration 56Q: 3 clusters Score -4762740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -4762744.000000 Penalty: 5246.125000
	Iteration 57Q: 3 clusters Score -4762744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -4762749.000000 Penalty: 5246.125000
	Iteration 58Q: 3 clusters Score -4762749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -4762752.500000 Penalty: 5246.125000
	Iteration 59Q: 3 clusters Score -4762752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -4762749.500000 Penalty: 5246.125000
	Iteration 60F: 3 clusters Score -4762750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -4762750.000000 Penalty: 5246.125000
	Iteration 61Q: 3 clusters Score -4762750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -4762760.500000 Penalty: 5246.125000
	Iteration 62Q: 3 clusters Score -4762760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -4762755.000000 Penalty: 5246.125000
	Iteration 63Q: 3 clusters Score -4762755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -4762761.500000 Penalty: 5246.125000
	Iteration 64Q: 3 clusters Score -4762762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -4762763.000000 Penalty: 5246.125000
	Iteration 65Q: 3 clusters Score -4762763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -4762765.500000 Penalty: 5246.125000
	Iteration 66Q: 3 clusters Score -4762766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -4762764.500000 Penalty: 5246.125000
	Iteration 67Q: 3 clusters Score -4762764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -4762762.000000 Penalty: 5246.125000
	Iteration 68Q: 3 clusters Score -4762762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -4762761.000000 Penalty: 5246.125000
	Iteration 69Q: 3 clusters Score -4762761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -4762756.500000 Penalty: 5246.125000
	Iteration 70Q: 3 clusters Score -4762756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -4762761.000000 Penalty: 5246.125000
	Iteration 71Q: 3 clusters Score -4762761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -4762757.500000 Penalty: 5246.125000
	Iteration 72Q: 3 clusters Score -4762758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -4762767.500000 Penalty: 5246.125000
	Iteration 73Q: 3 clusters Score -4762768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -4762764.000000 Penalty: 5246.125000
	Iteration 74Q: 3 clusters Score -4762764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -4762763.500000 Penalty: 5246.125000
	Iteration 75Q: 3 clusters Score -4762764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -4762770.000000 Penalty: 5246.125000
	Iteration 76Q: 3 clusters Score -4762770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -4762771.500000 Penalty: 5246.125000
	Iteration 77Q: 3 clusters Score -4762772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -4762768.500000 Penalty: 5246.125000
	Iteration 78Q: 3 clusters Score -4762768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -4762772.000000 Penalty: 5246.125000
	Iteration 79Q: 3 clusters Score -4762772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -4762772.500000 Penalty: 5246.125000
	Iteration 80F: 3 clusters Score -4762772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -4762779.500000 Penalty: 5246.125000
	Iteration 81Q: 3 clusters Score -4762780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -4762773.000000 Penalty: 5246.125000
	Iteration 82Q: 3 clusters Score -4762773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -4762778.500000 Penalty: 5246.125000
	Iteration 83Q: 3 clusters Score -4762778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -4762778.000000 Penalty: 5246.125000
	Iteration 84Q: 3 clusters Score -4762778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -4762776.000000 Penalty: 5246.125000
	Iteration 85Q: 3 clusters Score -4762776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -4762773.000000 Penalty: 5246.125000
	Iteration 86Q: 3 clusters Score -4762773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -4762773.000000 Penalty: 5246.125000
	Iteration 87F: 3 clusters Score -4762773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (276235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276235 members 
Entering Unmasked Estep 
Score: -34271920.000000 Penalty: 3107.193848
	Iteration 0F: 2 clusters Score -3.427192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137691 members 
Mstep: Class 2 contains 138544 members 
Entering Unmasked Estep 
Score: -34095364.000000 Penalty: 6214.387695
	Iteration 0F: 3 clusters Score -3.409536e+07 nChanged 133541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129616 members 
Mstep: Class 2 contains 146619 members 
Entering Unmasked Estep 
Score: -34174912.000000 Penalty: 6214.387695
	Iteration 1F: 3 clusters Score -3.417491e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124371 members 
Mstep: Class 2 contains 151864 members 
Entering Unmasked Estep 
Score: -34177596.000000 Penalty: 6214.387695
	Iteration 2Q: 3 clusters Score -3.41776e+07 nChanged 10312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116401 members 
Mstep: Class 2 contains 159834 members 
Entering Unmasked Estep 
Score: -34182172.000000 Penalty: 6214.387695
	Iteration 3Q: 3 clusters Score -3.418217e+07 nChanged 13175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104954 members 
Mstep: Class 2 contains 171281 members 
Entering Unmasked Estep 
Score: -34189684.000000 Penalty: 6214.387695
	Iteration 4Q: 3 clusters Score -3.418968e+07 nChanged 16086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90754 members 
Mstep: Class 2 contains 185481 members 
Entering Unmasked Estep 
Score: -34200572.000000 Penalty: 6214.387695
	Iteration 5F: 3 clusters Score -3.420057e+07 nChanged 17774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75266 members 
Mstep: Class 2 contains 200969 members 
Entering Unmasked Estep 
Score: -34213912.000000 Penalty: 6214.387695
	Iteration 6F: 3 clusters Score -3.421391e+07 nChanged 16940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61684 members 
Mstep: Class 2 contains 214551 members 
Entering Unmasked Estep 
Score: -34227288.000000 Penalty: 6214.387695
	Iteration 7F: 3 clusters Score -3.422729e+07 nChanged 14534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 224357 members 
Entering Unmasked Estep 
Score: -34238000.000000 Penalty: 6214.387695
	Iteration 8F: 3 clusters Score -3.4238e+07 nChanged 11670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 229757 members 
Entering Unmasked Estep 
Score: -34244924.000000 Penalty: 6214.387695
	Iteration 9Q: 3 clusters Score -3.424492e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 232383 members 
Entering Unmasked Estep 
Score: -34249080.000000 Penalty: 6214.387695
	Iteration 10Q: 3 clusters Score -3.424908e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 233960 members 
Entering Unmasked Estep 
Score: -34251320.000000 Penalty: 6214.387695
	Iteration 11Q: 3 clusters Score -3.425132e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 235245 members 
Entering Unmasked Estep 
Score: -34252408.000000 Penalty: 6214.387695
	Iteration 12Q: 3 clusters Score -3.425241e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 236497 members 
Entering Unmasked Estep 
Score: -34253124.000000 Penalty: 6214.387695
	Iteration 13Q: 3 clusters Score -3.425312e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 237728 members 
Entering Unmasked Estep 
Score: -34253560.000000 Penalty: 6214.387695
	Iteration 14Q: 3 clusters Score -3.425356e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 238908 members 
Entering Unmasked Estep 
Score: -34254004.000000 Penalty: 6214.387695
	Iteration 15Q: 3 clusters Score -3.4254e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 240019 members 
Entering Unmasked Estep 
Score: -34254536.000000 Penalty: 6214.387695
	Iteration 16Q: 3 clusters Score -3.425454e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 241147 members 
Entering Unmasked Estep 
Score: -34255064.000000 Penalty: 6214.387695
	Iteration 17Q: 3 clusters Score -3.425506e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 242308 members 
Entering Unmasked Estep 
Score: -34255620.000000 Penalty: 6214.387695
	Iteration 18Q: 3 clusters Score -3.425562e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 243461 members 
Entering Unmasked Estep 
Score: -34256220.000000 Penalty: 6214.387695
	Iteration 19Q: 3 clusters Score -3.425622e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 244635 members 
Entering Unmasked Estep 
Score: -34256704.000000 Penalty: 6214.387695
	Iteration 20F: 3 clusters Score -3.42567e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 245749 members 
Entering Unmasked Estep 
Score: -34257236.000000 Penalty: 6214.387695
	Iteration 21Q: 3 clusters Score -3.425724e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 246837 members 
Entering Unmasked Estep 
Score: -34257796.000000 Penalty: 6214.387695
	Iteration 22Q: 3 clusters Score -3.42578e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 247889 members 
Entering Unmasked Estep 
Score: -34258292.000000 Penalty: 6214.387695
	Iteration 23Q: 3 clusters Score -3.425829e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 249031 members 
Entering Unmasked Estep 
Score: -34258756.000000 Penalty: 6214.387695
	Iteration 24Q: 3 clusters Score -3.425876e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 250137 members 
Entering Unmasked Estep 
Score: -34259264.000000 Penalty: 6214.387695
	Iteration 25Q: 3 clusters Score -3.425926e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 251225 members 
Entering Unmasked Estep 
Score: -34259780.000000 Penalty: 6214.387695
	Iteration 26Q: 3 clusters Score -3.425978e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 252290 members 
Entering Unmasked Estep 
Score: -34260284.000000 Penalty: 6214.387695
	Iteration 27Q: 3 clusters Score -3.426028e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 253302 members 
Entering Unmasked Estep 
Score: -34260684.000000 Penalty: 6214.387695
	Iteration 28Q: 3 clusters Score -3.426068e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 254277 members 
Entering Unmasked Estep 
Score: -34261152.000000 Penalty: 6214.387695
	Iteration 29Q: 3 clusters Score -3.426115e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 255246 members 
Entering Unmasked Estep 
Score: -34261580.000000 Penalty: 6214.387695
	Iteration 30Q: 3 clusters Score -3.426158e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 256127 members 
Entering Unmasked Estep 
Score: -34262012.000000 Penalty: 6214.387695
	Iteration 31Q: 3 clusters Score -3.426201e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 256997 members 
Entering Unmasked Estep 
Score: -34262356.000000 Penalty: 6214.387695
	Iteration 32Q: 3 clusters Score -3.426236e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 257869 members 
Entering Unmasked Estep 
Score: -34262716.000000 Penalty: 6214.387695
	Iteration 33Q: 3 clusters Score -3.426272e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 258705 members 
Entering Unmasked Estep 
Score: -34262972.000000 Penalty: 6214.387695
	Iteration 34Q: 3 clusters Score -3.426297e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 259504 members 
Entering Unmasked Estep 
Score: -34263476.000000 Penalty: 6214.387695
	Iteration 35Q: 3 clusters Score -3.426348e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 260304 members 
Entering Unmasked Estep 
Score: -34263856.000000 Penalty: 6214.387695
	Iteration 36Q: 3 clusters Score -3.426386e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 261101 members 
Entering Unmasked Estep 
Score: -34264172.000000 Penalty: 6214.387695
	Iteration 37Q: 3 clusters Score -3.426417e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 261860 members 
Entering Unmasked Estep 
Score: -34264604.000000 Penalty: 6214.387695
	Iteration 38Q: 3 clusters Score -3.42646e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 262574 members 
Entering Unmasked Estep 
Score: -34264880.000000 Penalty: 6214.387695
	Iteration 39Q: 3 clusters Score -3.426488e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 263241 members 
Entering Unmasked Estep 
Score: -34265184.000000 Penalty: 6214.387695
	Iteration 40F: 3 clusters Score -3.426518e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 263856 members 
Entering Unmasked Estep 
Score: -34265488.000000 Penalty: 6214.387695
	Iteration 41Q: 3 clusters Score -3.426549e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 264440 members 
Entering Unmasked Estep 
Score: -34265572.000000 Penalty: 6214.387695
	Iteration 42Q: 3 clusters Score -3.426557e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 264944 members 
Entering Unmasked Estep 
Score: -34265692.000000 Penalty: 6214.387695
	Iteration 43Q: 3 clusters Score -3.426569e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 265414 members 
Entering Unmasked Estep 
Score: -34265872.000000 Penalty: 6214.387695
	Iteration 44Q: 3 clusters Score -3.426587e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 265827 members 
Entering Unmasked Estep 
Score: -34266016.000000 Penalty: 6214.387695
	Iteration 45Q: 3 clusters Score -3.426602e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 266223 members 
Entering Unmasked Estep 
Score: -34266068.000000 Penalty: 6214.387695
	Iteration 46Q: 3 clusters Score -3.426607e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 266576 members 
Entering Unmasked Estep 
Score: -34266216.000000 Penalty: 6214.387695
	Iteration 47Q: 3 clusters Score -3.426622e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 266945 members 
Entering Unmasked Estep 
Score: -34266384.000000 Penalty: 6214.387695
	Iteration 48Q: 3 clusters Score -3.426638e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 267302 members 
Entering Unmasked Estep 
Score: -34266536.000000 Penalty: 6214.387695
	Iteration 49Q: 3 clusters Score -3.426654e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 267666 members 
Entering Unmasked Estep 
Score: -34266772.000000 Penalty: 6214.387695
	Iteration 50Q: 3 clusters Score -3.426677e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 268001 members 
Entering Unmasked Estep 
Score: -34266872.000000 Penalty: 6214.387695
	Iteration 51Q: 3 clusters Score -3.426687e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 268311 members 
Entering Unmasked Estep 
Score: -34266960.000000 Penalty: 6214.387695
	Iteration 52Q: 3 clusters Score -3.426696e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 268581 members 
Entering Unmasked Estep 
Score: -34267056.000000 Penalty: 6214.387695
	Iteration 53Q: 3 clusters Score -3.426706e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 268823 members 
Entering Unmasked Estep 
Score: -34267140.000000 Penalty: 6214.387695
	Iteration 54Q: 3 clusters Score -3.426714e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 269044 members 
Entering Unmasked Estep 
Score: -34267216.000000 Penalty: 6214.387695
	Iteration 55Q: 3 clusters Score -3.426722e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 269241 members 
Entering Unmasked Estep 
Score: -34267296.000000 Penalty: 6214.387695
	Iteration 56Q: 3 clusters Score -3.42673e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 269425 members 
Entering Unmasked Estep 
Score: -34267372.000000 Penalty: 6214.387695
	Iteration 57Q: 3 clusters Score -3.426737e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 269591 members 
Entering Unmasked Estep 
Score: -34267452.000000 Penalty: 6214.387695
	Iteration 58Q: 3 clusters Score -3.426745e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 269738 members 
Entering Unmasked Estep 
Score: -34267500.000000 Penalty: 6214.387695
	Iteration 59Q: 3 clusters Score -3.42675e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 269879 members 
Entering Unmasked Estep 
Score: -34267512.000000 Penalty: 6214.387695
	Iteration 60F: 3 clusters Score -3.426751e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 270010 members 
Entering Unmasked Estep 
Score: -34267564.000000 Penalty: 6214.387695
	Iteration 61Q: 3 clusters Score -3.426756e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 270129 members 
Entering Unmasked Estep 
Score: -34267608.000000 Penalty: 6214.387695
	Iteration 62Q: 3 clusters Score -3.426761e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 270243 members 
Entering Unmasked Estep 
Score: -34267700.000000 Penalty: 6214.387695
	Iteration 63Q: 3 clusters Score -3.42677e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 270359 members 
Entering Unmasked Estep 
Score: -34267748.000000 Penalty: 6214.387695
	Iteration 64Q: 3 clusters Score -3.426775e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 270473 members 
Entering Unmasked Estep 
Score: -34267804.000000 Penalty: 6214.387695
	Iteration 65Q: 3 clusters Score -3.42678e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 270568 members 
Entering Unmasked Estep 
Score: -34267852.000000 Penalty: 6214.387695
	Iteration 66Q: 3 clusters Score -3.426785e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 270660 members 
Entering Unmasked Estep 
Score: -34267880.000000 Penalty: 6214.387695
	Iteration 67Q: 3 clusters Score -3.426788e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 270749 members 
Entering Unmasked Estep 
Score: -34267932.000000 Penalty: 6214.387695
	Iteration 68Q: 3 clusters Score -3.426793e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 270828 members 
Entering Unmasked Estep 
Score: -34267952.000000 Penalty: 6214.387695
	Iteration 69Q: 3 clusters Score -3.426795e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 270897 members 
Entering Unmasked Estep 
Score: -34267916.000000 Penalty: 6214.387695
	Iteration 70Q: 3 clusters Score -3.426792e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 270971 members 
Entering Unmasked Estep 
Score: -34267944.000000 Penalty: 6214.387695
	Iteration 71Q: 3 clusters Score -3.426794e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 271041 members 
Entering Unmasked Estep 
Score: -34267980.000000 Penalty: 6214.387695
	Iteration 72Q: 3 clusters Score -3.426798e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 271103 members 
Entering Unmasked Estep 
Score: -34267972.000000 Penalty: 6214.387695
	Iteration 73Q: 3 clusters Score -3.426797e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 271161 members 
Entering Unmasked Estep 
Score: -34267952.000000 Penalty: 6214.387695
	Iteration 74Q: 3 clusters Score -3.426795e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 271200 members 
Entering Unmasked Estep 
Score: -34267968.000000 Penalty: 6214.387695
	Iteration 75Q: 3 clusters Score -3.426797e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 271256 members 
Entering Unmasked Estep 
Score: -34268000.000000 Penalty: 6214.387695
	Iteration 76Q: 3 clusters Score -3.4268e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 271296 members 
Entering Unmasked Estep 
Score: -34267992.000000 Penalty: 6214.387695
	Iteration 77Q: 3 clusters Score -3.426799e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 271329 members 
Entering Unmasked Estep 
Score: -34268044.000000 Penalty: 6214.387695
	Iteration 78Q: 3 clusters Score -3.426804e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 271360 members 
Entering Unmasked Estep 
Score: -34268008.000000 Penalty: 6214.387695
	Iteration 79Q: 3 clusters Score -3.426801e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 271388 members 
Entering Unmasked Estep 
Score: -34268028.000000 Penalty: 6214.387695
	Iteration 80F: 3 clusters Score -3.426803e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 271415 members 
Entering Unmasked Estep 
Score: -34268028.000000 Penalty: 6214.387695
	Iteration 81Q: 3 clusters Score -3.426803e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 271438 members 
Entering Unmasked Estep 
Score: -34268032.000000 Penalty: 6214.387695
	Iteration 82Q: 3 clusters Score -3.426803e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 271465 members 
Entering Unmasked Estep 
Score: -34268032.000000 Penalty: 6214.387695
	Iteration 83Q: 3 clusters Score -3.426803e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 271494 members 
Entering Unmasked Estep 
Score: -34268024.000000 Penalty: 6214.387695
	Iteration 84Q: 3 clusters Score -3.426802e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 271517 members 
Entering Unmasked Estep 
Score: -34268052.000000 Penalty: 6214.387695
	Iteration 85Q: 3 clusters Score -3.426805e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 271539 members 
Entering Unmasked Estep 
Score: -34268112.000000 Penalty: 6214.387695
	Iteration 86Q: 3 clusters Score -3.426811e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 271565 members 
Entering Unmasked Estep 
Score: -34268108.000000 Penalty: 6214.387695
	Iteration 87Q: 3 clusters Score -3.426811e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 271592 members 
Entering Unmasked Estep 
Score: -34268156.000000 Penalty: 6214.387695
	Iteration 88Q: 3 clusters Score -3.426816e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 271616 members 
Entering Unmasked Estep 
Score: -34268184.000000 Penalty: 6214.387695
	Iteration 89Q: 3 clusters Score -3.426818e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 271640 members 
Entering Unmasked Estep 
Score: -34268164.000000 Penalty: 6214.387695
	Iteration 90Q: 3 clusters Score -3.426816e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 271664 members 
Entering Unmasked Estep 
Score: -34268148.000000 Penalty: 6214.387695
	Iteration 91Q: 3 clusters Score -3.426815e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 271688 members 
Entering Unmasked Estep 
Score: -34268148.000000 Penalty: 6214.387695
	Iteration 92Q: 3 clusters Score -3.426815e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 271714 members 
Entering Unmasked Estep 
Score: -34268188.000000 Penalty: 6214.387695
	Iteration 93Q: 3 clusters Score -3.426819e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 271741 members 
Entering Unmasked Estep 
Score: -34268180.000000 Penalty: 6214.387695
	Iteration 94Q: 3 clusters Score -3.426818e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 271770 members 
Entering Unmasked Estep 
Score: -34268212.000000 Penalty: 6214.387695
	Iteration 95Q: 3 clusters Score -3.426821e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 271790 members 
Entering Unmasked Estep 
Score: -34268232.000000 Penalty: 6214.387695
	Iteration 96Q: 3 clusters Score -3.426823e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 271812 members 
Entering Unmasked Estep 
Score: -34268284.000000 Penalty: 6214.387695
	Iteration 97Q: 3 clusters Score -3.426828e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 271834 members 
Entering Unmasked Estep 
Score: -34268296.000000 Penalty: 6214.387695
	Iteration 98Q: 3 clusters Score -3.42683e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 271856 members 
Entering Unmasked Estep 
Score: -34268284.000000 Penalty: 6214.387695
	Iteration 99Q: 3 clusters Score -3.426828e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 271883 members 
Entering Unmasked Estep 
Score: -34268344.000000 Penalty: 6214.387695
	Iteration 100F: 3 clusters Score -3.426834e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 271911 members 
Entering Unmasked Estep 
Score: -34268368.000000 Penalty: 6214.387695
	Iteration 101Q: 3 clusters Score -3.426837e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 271930 members 
Entering Unmasked Estep 
Score: -34268372.000000 Penalty: 6214.387695
	Iteration 102Q: 3 clusters Score -3.426837e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 271949 members 
Entering Unmasked Estep 
Score: -34268380.000000 Penalty: 6214.387695
	Iteration 103Q: 3 clusters Score -3.426838e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 271973 members 
Entering Unmasked Estep 
Score: -34268380.000000 Penalty: 6214.387695
	Iteration 104Q: 3 clusters Score -3.426838e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 271988 members 
Entering Unmasked Estep 
Score: -34268388.000000 Penalty: 6214.387695
	Iteration 105Q: 3 clusters Score -3.426839e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 272007 members 
Entering Unmasked Estep 
Score: -34268340.000000 Penalty: 6214.387695
	Iteration 106Q: 3 clusters Score -3.426834e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 272027 members 
Entering Unmasked Estep 
Score: -34268340.000000 Penalty: 6214.387695
	Iteration 107Q: 3 clusters Score -3.426834e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 272044 members 
Entering Unmasked Estep 
Score: -34268328.000000 Penalty: 6214.387695
	Iteration 108Q: 3 clusters Score -3.426833e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 272067 members 
Entering Unmasked Estep 
Score: -34268340.000000 Penalty: 6214.387695
	Iteration 109Q: 3 clusters Score -3.426834e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 272087 members 
Entering Unmasked Estep 
Score: -34268328.000000 Penalty: 6214.387695
	Iteration 110Q: 3 clusters Score -3.426833e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 272113 members 
Entering Unmasked Estep 
Score: -34268332.000000 Penalty: 6214.387695
	Iteration 111Q: 3 clusters Score -3.426833e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 272129 members 
Entering Unmasked Estep 
Score: -34268332.000000 Penalty: 6214.387695
	Iteration 112Q: 3 clusters Score -3.426833e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 272154 members 
Entering Unmasked Estep 
Score: -34268376.000000 Penalty: 6214.387695
	Iteration 113Q: 3 clusters Score -3.426838e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 272178 members 
Entering Unmasked Estep 
Score: -34268364.000000 Penalty: 6214.387695
	Iteration 114Q: 3 clusters Score -3.426836e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 272203 members 
Entering Unmasked Estep 
Score: -34268380.000000 Penalty: 6214.387695
	Iteration 115Q: 3 clusters Score -3.426838e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 272230 members 
Entering Unmasked Estep 
Score: -34268376.000000 Penalty: 6214.387695
	Iteration 116Q: 3 clusters Score -3.426838e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 272252 members 
Entering Unmasked Estep 
Score: -34268436.000000 Penalty: 6214.387695
	Iteration 117Q: 3 clusters Score -3.426844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 272263 members 
Entering Unmasked Estep 
Score: -34268440.000000 Penalty: 6214.387695
	Iteration 118Q: 3 clusters Score -3.426844e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 272277 members 
Entering Unmasked Estep 
Score: -34268436.000000 Penalty: 6214.387695
	Iteration 119Q: 3 clusters Score -3.426844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 272285 members 
Entering Unmasked Estep 
Score: -34268444.000000 Penalty: 6214.387695
	Iteration 120F: 3 clusters Score -3.426844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 272288 members 
Entering Unmasked Estep 
Score: -34268448.000000 Penalty: 6214.387695
	Iteration 121Q: 3 clusters Score -3.426845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 272292 members 
Entering Unmasked Estep 
Score: -34268460.000000 Penalty: 6214.387695
	Iteration 122Q: 3 clusters Score -3.426846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 272298 members 
Entering Unmasked Estep 
Score: -34268456.000000 Penalty: 6214.387695
	Iteration 123Q: 3 clusters Score -3.426846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 272300 members 
Entering Unmasked Estep 
Score: -34268456.000000 Penalty: 6214.387695
	Iteration 124Q: 3 clusters Score -3.426846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 272308 members 
Entering Unmasked Estep 
Score: -34268476.000000 Penalty: 6214.387695
	Iteration 125Q: 3 clusters Score -3.426848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 272317 members 
Entering Unmasked Estep 
Score: -34268488.000000 Penalty: 6214.387695
	Iteration 126Q: 3 clusters Score -3.426849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 272329 members 
Entering Unmasked Estep 
Score: -34268472.000000 Penalty: 6214.387695
	Iteration 127Q: 3 clusters Score -3.426847e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 272336 members 
Entering Unmasked Estep 
Score: -34268456.000000 Penalty: 6214.387695
	Iteration 128Q: 3 clusters Score -3.426846e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 272341 members 
Entering Unmasked Estep 
Score: -34268464.000000 Penalty: 6214.387695
	Iteration 129Q: 3 clusters Score -3.426846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 272345 members 
Entering Unmasked Estep 
Score: -34268444.000000 Penalty: 6214.387695
	Iteration 130Q: 3 clusters Score -3.426844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 272353 members 
Entering Unmasked Estep 
Score: -34268456.000000 Penalty: 6214.387695
	Iteration 131Q: 3 clusters Score -3.426846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 272359 members 
Entering Unmasked Estep 
Score: -34268480.000000 Penalty: 6214.387695
	Iteration 132Q: 3 clusters Score -3.426848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 272366 members 
Entering Unmasked Estep 
Score: -34268472.000000 Penalty: 6214.387695
	Iteration 133Q: 3 clusters Score -3.426847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 272375 members 
Entering Unmasked Estep 
Score: -34268492.000000 Penalty: 6214.387695
	Iteration 134Q: 3 clusters Score -3.426849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 272386 members 
Entering Unmasked Estep 
Score: -34268480.000000 Penalty: 6214.387695
	Iteration 135Q: 3 clusters Score -3.426848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 272392 members 
Entering Unmasked Estep 
Score: -34268504.000000 Penalty: 6214.387695
	Iteration 136Q: 3 clusters Score -3.42685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 272394 members 
Entering Unmasked Estep 
Score: -34268520.000000 Penalty: 6214.387695
	Iteration 137Q: 3 clusters Score -3.426852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 272400 members 
Entering Unmasked Estep 
Score: -34268532.000000 Penalty: 6214.387695
	Iteration 138Q: 3 clusters Score -3.426853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 272407 members 
Entering Unmasked Estep 
Score: -34268536.000000 Penalty: 6214.387695
	Iteration 139Q: 3 clusters Score -3.426854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 272414 members 
Entering Unmasked Estep 
Score: -34268520.000000 Penalty: 6214.387695
	Iteration 140F: 3 clusters Score -3.426852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 272422 members 
Entering Unmasked Estep 
Score: -34268532.000000 Penalty: 6214.387695
	Iteration 141Q: 3 clusters Score -3.426853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 272428 members 
Entering Unmasked Estep 
Score: -34268496.000000 Penalty: 6214.387695
	Iteration 142Q: 3 clusters Score -3.42685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 272429 members 
Entering Unmasked Estep 
Score: -34268524.000000 Penalty: 6214.387695
	Iteration 143Q: 3 clusters Score -3.426852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 272433 members 
Entering Unmasked Estep 
Score: -34268528.000000 Penalty: 6214.387695
	Iteration 144Q: 3 clusters Score -3.426853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 272439 members 
Entering Unmasked Estep 
Score: -34268516.000000 Penalty: 6214.387695
	Iteration 145Q: 3 clusters Score -3.426852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 272443 members 
Entering Unmasked Estep 
Score: -34268540.000000 Penalty: 6214.387695
	Iteration 146Q: 3 clusters Score -3.426854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 272450 members 
Entering Unmasked Estep 
Score: -34268536.000000 Penalty: 6214.387695
	Iteration 147Q: 3 clusters Score -3.426854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 272462 members 
Entering Unmasked Estep 
Score: -34268516.000000 Penalty: 6214.387695
	Iteration 148Q: 3 clusters Score -3.426852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 272473 members 
Entering Unmasked Estep 
Score: -34268528.000000 Penalty: 6214.387695
	Iteration 149Q: 3 clusters Score -3.426853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 272475 members 
Entering Unmasked Estep 
Score: -34268548.000000 Penalty: 6214.387695
	Iteration 150Q: 3 clusters Score -3.426855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 272481 members 
Entering Unmasked Estep 
Score: -34268544.000000 Penalty: 6214.387695
	Iteration 151Q: 3 clusters Score -3.426854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 272486 members 
Entering Unmasked Estep 
Score: -34268536.000000 Penalty: 6214.387695
	Iteration 152Q: 3 clusters Score -3.426854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 272488 members 
Entering Unmasked Estep 
Score: -34268532.000000 Penalty: 6214.387695
	Iteration 153Q: 3 clusters Score -3.426853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 272495 members 
Entering Unmasked Estep 
Score: -34268556.000000 Penalty: 6214.387695
	Iteration 154Q: 3 clusters Score -3.426856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 272492 members 
Entering Unmasked Estep 
Score: -34268548.000000 Penalty: 6214.387695
	Iteration 155Q: 3 clusters Score -3.426855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 272494 members 
Entering Unmasked Estep 
Score: -34268556.000000 Penalty: 6214.387695
	Iteration 156Q: 3 clusters Score -3.426856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 272494 members 
Entering Unmasked Estep 
Score: -34268560.000000 Penalty: 6214.387695
	Iteration 157Q: 3 clusters Score -3.426856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 272496 members 
Entering Unmasked Estep 
Score: -34268560.000000 Penalty: 6214.387695
	Iteration 158Q: 3 clusters Score -3.426856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 272497 members 
Entering Unmasked Estep 
Score: -34268564.000000 Penalty: 6214.387695
	Iteration 159Q: 3 clusters Score -3.426856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 272499 members 
Entering Unmasked Estep 
Score: -34268564.000000 Penalty: 6214.387695
	Iteration 160F: 3 clusters Score -3.426856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 272502 members 
Entering Unmasked Estep 
Score: -34268564.000000 Penalty: 6214.387695
	Iteration 161Q: 3 clusters Score -3.426856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 272507 members 
Entering Unmasked Estep 
Score: -34268584.000000 Penalty: 6214.387695
	Iteration 162Q: 3 clusters Score -3.426858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 272509 members 
Entering Unmasked Estep 
Score: -34268596.000000 Penalty: 6214.387695
	Iteration 163Q: 3 clusters Score -3.42686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 272510 members 
Entering Unmasked Estep 
Score: -34268592.000000 Penalty: 6214.387695
	Iteration 164Q: 3 clusters Score -3.426859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 272511 members 
Entering Unmasked Estep 
Score: -34268592.000000 Penalty: 6214.387695
	Iteration 165Q: 3 clusters Score -3.426859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 272517 members 
Entering Unmasked Estep 
Score: -34268608.000000 Penalty: 6214.387695
	Iteration 166Q: 3 clusters Score -3.426861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 272524 members 
Entering Unmasked Estep 
Score: -34268604.000000 Penalty: 6214.387695
	Iteration 167Q: 3 clusters Score -3.42686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 272531 members 
Entering Unmasked Estep 
Score: -34268584.000000 Penalty: 6214.387695
	Iteration 168Q: 3 clusters Score -3.426858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 272539 members 
Entering Unmasked Estep 
Score: -34268592.000000 Penalty: 6214.387695
	Iteration 169Q: 3 clusters Score -3.426859e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 272547 members 
Entering Unmasked Estep 
Score: -34268600.000000 Penalty: 6214.387695
	Iteration 170Q: 3 clusters Score -3.42686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 272552 members 
Entering Unmasked Estep 
Score: -34268604.000000 Penalty: 6214.387695
	Iteration 171Q: 3 clusters Score -3.42686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 272560 members 
Entering Unmasked Estep 
Score: -34268628.000000 Penalty: 6214.387695
	Iteration 172Q: 3 clusters Score -3.426863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 272560 members 
Entering Unmasked Estep 
Score: -34268640.000000 Penalty: 6214.387695
	Iteration 173Q: 3 clusters Score -3.426864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 272559 members 
Entering Unmasked Estep 
Score: -34268624.000000 Penalty: 6214.387695
	Iteration 174Q: 3 clusters Score -3.426862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 272559 members 
Entering Unmasked Estep 
Score: -34268624.000000 Penalty: 6214.387695
	Iteration 175F: 3 clusters Score -3.426862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Entering Unmasked Estep 
Score: -1810747.500000 Penalty: 2378.237305
	Iteration 0F: 2 clusters Score -1810748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1800147.875000 Penalty: 4756.474609
	Iteration 0F: 3 clusters Score -1800148 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1803454.000000 Penalty: 4756.474609
	Iteration 1F: 3 clusters Score -1803454 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1803825.250000 Penalty: 4756.474609
	Iteration 2F: 3 clusters Score -1803825 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1804128.750000 Penalty: 4756.474609
	Iteration 3Q: 3 clusters Score -1804129 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1804425.250000 Penalty: 4756.474609
	Iteration 4Q: 3 clusters Score -1804425 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1804760.125000 Penalty: 4756.474609
	Iteration 5Q: 3 clusters Score -1804760 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1805179.750000 Penalty: 4756.474609
	Iteration 6Q: 3 clusters Score -1805180 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1805719.250000 Penalty: 4756.474609
	Iteration 7F: 3 clusters Score -1805719 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1806369.500000 Penalty: 4756.474609
	Iteration 8F: 3 clusters Score -1806370 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1807074.625000 Penalty: 4756.474609
	Iteration 9F: 3 clusters Score -1807075 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1807628.125000 Penalty: 4756.474609
	Iteration 10F: 3 clusters Score -1807628 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1807957.125000 Penalty: 4756.474609
	Iteration 11Q: 3 clusters Score -1807957 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1808134.375000 Penalty: 4756.474609
	Iteration 12Q: 3 clusters Score -1808134 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1808220.875000 Penalty: 4756.474609
	Iteration 13Q: 3 clusters Score -1808221 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1808266.250000 Penalty: 4756.474609
	Iteration 14Q: 3 clusters Score -1808266 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1808296.625000 Penalty: 4756.474609
	Iteration 15Q: 3 clusters Score -1808297 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1808311.000000 Penalty: 4756.474609
	Iteration 16Q: 3 clusters Score -1808311 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1808325.250000 Penalty: 4756.474609
	Iteration 17Q: 3 clusters Score -1808325 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1808334.500000 Penalty: 4756.474609
	Iteration 18Q: 3 clusters Score -1808334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1808341.375000 Penalty: 4756.474609
	Iteration 19Q: 3 clusters Score -1808341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1808340.875000 Penalty: 4756.474609
	Iteration 20F: 3 clusters Score -1808341 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1808356.000000 Penalty: 4756.474609
	Iteration 21Q: 3 clusters Score -1808356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1808357.500000 Penalty: 4756.474609
	Iteration 22Q: 3 clusters Score -1808358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1808360.625000 Penalty: 4756.474609
	Iteration 23Q: 3 clusters Score -1808361 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1808363.375000 Penalty: 4756.474609
	Iteration 24Q: 3 clusters Score -1808363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1808364.875000 Penalty: 4756.474609
	Iteration 25Q: 3 clusters Score -1808365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1808372.375000 Penalty: 4756.474609
	Iteration 26Q: 3 clusters Score -1808372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1808371.875000 Penalty: 4756.474609
	Iteration 27Q: 3 clusters Score -1808372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1808373.375000 Penalty: 4756.474609
	Iteration 28Q: 3 clusters Score -1808373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1808375.875000 Penalty: 4756.474609
	Iteration 29Q: 3 clusters Score -1808376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1808381.875000 Penalty: 4756.474609
	Iteration 30Q: 3 clusters Score -1808382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1808383.875000 Penalty: 4756.474609
	Iteration 31Q: 3 clusters Score -1808384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1808383.875000 Penalty: 4756.474609
	Iteration 32Q: 3 clusters Score -1808384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1808386.250000 Penalty: 4756.474609
	Iteration 33Q: 3 clusters Score -1808386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1808382.625000 Penalty: 4756.474609
	Iteration 34Q: 3 clusters Score -1808383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1808382.625000 Penalty: 4756.474609
	Iteration 35F: 3 clusters Score -1808383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 78288 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10334 members 
Mstep: Class 8 contains 17130 members 
Mstep: Class 9 contains 265636 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 10467 members 
Mstep: Class 12 contains 56363 members 
Mstep: Class 13 contains 20211 members 
Mstep: Class 14 contains 22583 members 
Mstep: Class 15 contains 28337 members 
Mstep: Class 16 contains 81615 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109273 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 179200 members 
Mstep: Class 21 contains 20142 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9091 members 
Mstep: Class 24 contains 39217 members 
Mstep: Class 25 contains 276235 members 
Mstep: Class 26 contains 14613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625440.000000 Penalty: 90644.539062
Iteration 359Q: 27 clusters Score -1.546254e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 78288 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10335 members 
Mstep: Class 8 contains 17127 members 
Mstep: Class 9 contains 265623 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 10463 members 
Mstep: Class 12 contains 56360 members 
Mstep: Class 13 contains 20211 members 
Mstep: Class 14 contains 22583 members 
Mstep: Class 15 contains 28337 members 
Mstep: Class 16 contains 81614 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109258 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 179147 members 
Mstep: Class 21 contains 20140 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9092 members 
Mstep: Class 24 contains 39216 members 
Mstep: Class 25 contains 276342 members 
Mstep: Class 26 contains 14601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625424.000000 Penalty: 90644.539062
Iteration 360F: 27 clusters Score -1.546254e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 78301 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10333 members 
Mstep: Class 8 contains 17125 members 
Mstep: Class 9 contains 265616 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10464 members 
Mstep: Class 12 contains 56357 members 
Mstep: Class 13 contains 20207 members 
Mstep: Class 14 contains 22583 members 
Mstep: Class 15 contains 28337 members 
Mstep: Class 16 contains 81615 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109251 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 179079 members 
Mstep: Class 21 contains 20140 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9092 members 
Mstep: Class 24 contains 39215 members 
Mstep: Class 25 contains 276430 members 
Mstep: Class 26 contains 14595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625328.000000 Penalty: 90644.539062
Iteration 361Q: 27 clusters Score -1.546253e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 78304 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10332 members 
Mstep: Class 8 contains 17120 members 
Mstep: Class 9 contains 265643 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10464 members 
Mstep: Class 12 contains 56350 members 
Mstep: Class 13 contains 20207 members 
Mstep: Class 14 contains 22583 members 
Mstep: Class 15 contains 28334 members 
Mstep: Class 16 contains 81617 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109247 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 179023 members 
Mstep: Class 21 contains 20140 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9092 members 
Mstep: Class 24 contains 39212 members 
Mstep: Class 25 contains 276482 members 
Mstep: Class 26 contains 14588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625296.000000 Penalty: 90644.539062
Iteration 362Q: 27 clusters Score -1.546253e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 78307 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10333 members 
Mstep: Class 8 contains 17116 members 
Mstep: Class 9 contains 265664 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 10463 members 
Mstep: Class 12 contains 56341 members 
Mstep: Class 13 contains 20206 members 
Mstep: Class 14 contains 22582 members 
Mstep: Class 15 contains 28334 members 
Mstep: Class 16 contains 81625 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109225 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 178989 members 
Mstep: Class 21 contains 20141 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9092 members 
Mstep: Class 24 contains 39215 members 
Mstep: Class 25 contains 276524 members 
Mstep: Class 26 contains 14582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625312.000000 Penalty: 90644.539062
Iteration 363Q: 27 clusters Score -1.546253e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 78309 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10330 members 
Mstep: Class 8 contains 17116 members 
Mstep: Class 9 contains 265672 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 10463 members 
Mstep: Class 12 contains 56338 members 
Mstep: Class 13 contains 20207 members 
Mstep: Class 14 contains 22582 members 
Mstep: Class 15 contains 28335 members 
Mstep: Class 16 contains 81625 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109213 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 178951 members 
Mstep: Class 21 contains 20143 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9092 members 
Mstep: Class 24 contains 39212 members 
Mstep: Class 25 contains 276576 members 
Mstep: Class 26 contains 14576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625392.000000 Penalty: 90644.539062
Iteration 364Q: 27 clusters Score -1.546254e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 78308 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10330 members 
Mstep: Class 8 contains 17117 members 
Mstep: Class 9 contains 265710 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10463 members 
Mstep: Class 12 contains 56336 members 
Mstep: Class 13 contains 20211 members 
Mstep: Class 14 contains 22582 members 
Mstep: Class 15 contains 28335 members 
Mstep: Class 16 contains 81625 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109190 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 178902 members 
Mstep: Class 21 contains 20146 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9092 members 
Mstep: Class 24 contains 39208 members 
Mstep: Class 25 contains 276613 members 
Mstep: Class 26 contains 14574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625584.000000 Penalty: 90644.539062
Iteration 365Q: 27 clusters Score -1.546256e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 78305 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10329 members 
Mstep: Class 8 contains 17121 members 
Mstep: Class 9 contains 265737 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 10462 members 
Mstep: Class 12 contains 56328 members 
Mstep: Class 13 contains 20212 members 
Mstep: Class 14 contains 22584 members 
Mstep: Class 15 contains 28335 members 
Mstep: Class 16 contains 81621 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109167 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 178872 members 
Mstep: Class 21 contains 20147 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9093 members 
Mstep: Class 24 contains 39207 members 
Mstep: Class 25 contains 276653 members 
Mstep: Class 26 contains 14571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625632.000000 Penalty: 90644.539062
Iteration 366Q: 27 clusters Score -1.546256e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 78304 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10330 members 
Mstep: Class 8 contains 17124 members 
Mstep: Class 9 contains 265764 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 10464 members 
Mstep: Class 12 contains 56323 members 
Mstep: Class 13 contains 20210 members 
Mstep: Class 14 contains 22585 members 
Mstep: Class 15 contains 28335 members 
Mstep: Class 16 contains 81626 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109152 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 178852 members 
Mstep: Class 21 contains 20150 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9094 members 
Mstep: Class 24 contains 39209 members 
Mstep: Class 25 contains 276654 members 
Mstep: Class 26 contains 14568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625568.000000 Penalty: 90644.539062
Iteration 367Q: 27 clusters Score -1.546256e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 78300 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10332 members 
Mstep: Class 8 contains 17123 members 
Mstep: Class 9 contains 265800 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 10464 members 
Mstep: Class 12 contains 56314 members 
Mstep: Class 13 contains 20211 members 
Mstep: Class 14 contains 22587 members 
Mstep: Class 15 contains 28335 members 
Mstep: Class 16 contains 81630 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109140 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 178836 members 
Mstep: Class 21 contains 20151 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9094 members 
Mstep: Class 24 contains 39210 members 
Mstep: Class 25 contains 276651 members 
Mstep: Class 26 contains 14569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625600.000000 Penalty: 90644.539062
Iteration 368Q: 27 clusters Score -1.546256e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 78297 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10332 members 
Mstep: Class 8 contains 17116 members 
Mstep: Class 9 contains 265837 members 
Mstep: Class 10 contains 4230 members 
Mstep: Class 11 contains 10464 members 
Mstep: Class 12 contains 56308 members 
Mstep: Class 13 contains 20212 members 
Mstep: Class 14 contains 22587 members 
Mstep: Class 15 contains 28335 members 
Mstep: Class 16 contains 81624 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109130 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 178813 members 
Mstep: Class 21 contains 20152 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9094 members 
Mstep: Class 24 contains 39210 members 
Mstep: Class 25 contains 276666 members 
Mstep: Class 26 contains 14568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625568.000000 Penalty: 90644.539062
Iteration 369Q: 27 clusters Score -1.546256e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 78293 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10327 members 
Mstep: Class 8 contains 17114 members 
Mstep: Class 9 contains 265884 members 
Mstep: Class 10 contains 4229 members 
Mstep: Class 11 contains 10464 members 
Mstep: Class 12 contains 56305 members 
Mstep: Class 13 contains 20212 members 
Mstep: Class 14 contains 22588 members 
Mstep: Class 15 contains 28336 members 
Mstep: Class 16 contains 81620 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109123 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 178794 members 
Mstep: Class 21 contains 20149 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9094 members 
Mstep: Class 24 contains 39210 members 
Mstep: Class 25 contains 276666 members 
Mstep: Class 26 contains 14565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625472.000000 Penalty: 90644.539062
Iteration 370Q: 27 clusters Score -1.546255e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 78290 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10328 members 
Mstep: Class 8 contains 17114 members 
Mstep: Class 9 contains 265923 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 10463 members 
Mstep: Class 12 contains 56303 members 
Mstep: Class 13 contains 20212 members 
Mstep: Class 14 contains 22587 members 
Mstep: Class 15 contains 28335 members 
Mstep: Class 16 contains 81615 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109120 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 178778 members 
Mstep: Class 21 contains 20143 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9094 members 
Mstep: Class 24 contains 39212 members 
Mstep: Class 25 contains 276665 members 
Mstep: Class 26 contains 14565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625568.000000 Penalty: 90644.539062
Iteration 371Q: 27 clusters Score -1.546256e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 78290 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10327 members 
Mstep: Class 8 contains 17107 members 
Mstep: Class 9 contains 265958 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 10465 members 
Mstep: Class 12 contains 56295 members 
Mstep: Class 13 contains 20211 members 
Mstep: Class 14 contains 22586 members 
Mstep: Class 15 contains 28335 members 
Mstep: Class 16 contains 81607 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109114 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 178756 members 
Mstep: Class 21 contains 20141 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9094 members 
Mstep: Class 24 contains 39212 members 
Mstep: Class 25 contains 276684 members 
Mstep: Class 26 contains 14566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625760.000000 Penalty: 90644.539062
Iteration 372Q: 27 clusters Score -1.546258e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 78285 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10332 members 
Mstep: Class 8 contains 17102 members 
Mstep: Class 9 contains 265961 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 10465 members 
Mstep: Class 12 contains 56281 members 
Mstep: Class 13 contains 20212 members 
Mstep: Class 14 contains 22586 members 
Mstep: Class 15 contains 28334 members 
Mstep: Class 16 contains 81610 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109100 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 178739 members 
Mstep: Class 21 contains 20135 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9094 members 
Mstep: Class 24 contains 39213 members 
Mstep: Class 25 contains 276734 members 
Mstep: Class 26 contains 14565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625568.000000 Penalty: 90644.539062
Iteration 373Q: 27 clusters Score -1.546256e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 78282 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10333 members 
Mstep: Class 8 contains 17100 members 
Mstep: Class 9 contains 265971 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 10466 members 
Mstep: Class 12 contains 56268 members 
Mstep: Class 13 contains 20210 members 
Mstep: Class 14 contains 22585 members 
Mstep: Class 15 contains 28334 members 
Mstep: Class 16 contains 81611 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109086 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 178732 members 
Mstep: Class 21 contains 20130 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9095 members 
Mstep: Class 24 contains 39214 members 
Mstep: Class 25 contains 276771 members 
Mstep: Class 26 contains 14562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625680.000000 Penalty: 90644.539062
Iteration 374Q: 27 clusters Score -1.546257e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 78279 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10332 members 
Mstep: Class 8 contains 17103 members 
Mstep: Class 9 contains 266009 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10465 members 
Mstep: Class 12 contains 56260 members 
Mstep: Class 13 contains 20211 members 
Mstep: Class 14 contains 22585 members 
Mstep: Class 15 contains 28335 members 
Mstep: Class 16 contains 81606 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109070 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 178720 members 
Mstep: Class 21 contains 20125 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9095 members 
Mstep: Class 24 contains 39213 members 
Mstep: Class 25 contains 276787 members 
Mstep: Class 26 contains 14558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625616.000000 Penalty: 90644.539062
Iteration 375Q: 27 clusters Score -1.546256e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 78277 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10330 members 
Mstep: Class 8 contains 17102 members 
Mstep: Class 9 contains 266045 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10466 members 
Mstep: Class 12 contains 56260 members 
Mstep: Class 13 contains 20212 members 
Mstep: Class 14 contains 22585 members 
Mstep: Class 15 contains 28334 members 
Mstep: Class 16 contains 81607 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109052 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 178695 members 
Mstep: Class 21 contains 20125 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9095 members 
Mstep: Class 24 contains 39211 members 
Mstep: Class 25 contains 276802 members 
Mstep: Class 26 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625680.000000 Penalty: 90644.539062
Iteration 376Q: 27 clusters Score -1.546257e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 78271 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10330 members 
Mstep: Class 8 contains 17100 members 
Mstep: Class 9 contains 266080 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10464 members 
Mstep: Class 12 contains 56251 members 
Mstep: Class 13 contains 20211 members 
Mstep: Class 14 contains 22585 members 
Mstep: Class 15 contains 28333 members 
Mstep: Class 16 contains 81605 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109042 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 178668 members 
Mstep: Class 21 contains 20121 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9095 members 
Mstep: Class 24 contains 39213 members 
Mstep: Class 25 contains 276831 members 
Mstep: Class 26 contains 14555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625520.000000 Penalty: 90644.539062
Iteration 377Q: 27 clusters Score -1.546255e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 78263 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10329 members 
Mstep: Class 8 contains 17099 members 
Mstep: Class 9 contains 266124 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10465 members 
Mstep: Class 12 contains 56238 members 
Mstep: Class 13 contains 20212 members 
Mstep: Class 14 contains 22584 members 
Mstep: Class 15 contains 28331 members 
Mstep: Class 16 contains 81598 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109037 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 178645 members 
Mstep: Class 21 contains 20120 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9095 members 
Mstep: Class 24 contains 39216 members 
Mstep: Class 25 contains 276847 members 
Mstep: Class 26 contains 14552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625536.000000 Penalty: 90644.539062
Iteration 378Q: 27 clusters Score -1.546255e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 78250 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10329 members 
Mstep: Class 8 contains 17096 members 
Mstep: Class 9 contains 266173 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10465 members 
Mstep: Class 12 contains 56227 members 
Mstep: Class 13 contains 20213 members 
Mstep: Class 14 contains 22585 members 
Mstep: Class 15 contains 28331 members 
Mstep: Class 16 contains 81601 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 109021 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 178625 members 
Mstep: Class 21 contains 20119 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9095 members 
Mstep: Class 24 contains 39217 members 
Mstep: Class 25 contains 276859 members 
Mstep: Class 26 contains 14552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625488.000000 Penalty: 90644.539062
Iteration 379Q: 27 clusters Score -1.546255e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 78242 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10327 members 
Mstep: Class 8 contains 17096 members 
Mstep: Class 9 contains 266236 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10464 members 
Mstep: Class 12 contains 56216 members 
Mstep: Class 13 contains 20212 members 
Mstep: Class 14 contains 22585 members 
Mstep: Class 15 contains 28329 members 
Mstep: Class 16 contains 81607 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 108990 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 178602 members 
Mstep: Class 21 contains 20118 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9095 members 
Mstep: Class 24 contains 39220 members 
Mstep: Class 25 contains 276869 members 
Mstep: Class 26 contains 14551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625376.000000 Penalty: 90644.539062
Iteration 380F: 27 clusters Score -1.546254e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 78232 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10327 members 
Mstep: Class 8 contains 17097 members 
Mstep: Class 9 contains 266305 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10464 members 
Mstep: Class 12 contains 56209 members 
Mstep: Class 13 contains 20211 members 
Mstep: Class 14 contains 22585 members 
Mstep: Class 15 contains 28328 members 
Mstep: Class 16 contains 81604 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 108967 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 178572 members 
Mstep: Class 21 contains 20116 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9095 members 
Mstep: Class 24 contains 39222 members 
Mstep: Class 25 contains 276875 members 
Mstep: Class 26 contains 14550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625376.000000 Penalty: 90644.539062
Iteration 381Q: 27 clusters Score -1.546254e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 78223 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10328 members 
Mstep: Class 8 contains 17099 members 
Mstep: Class 9 contains 266346 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10471 members 
Mstep: Class 12 contains 56190 members 
Mstep: Class 13 contains 20210 members 
Mstep: Class 14 contains 22585 members 
Mstep: Class 15 contains 28326 members 
Mstep: Class 16 contains 81603 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 108949 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 178554 members 
Mstep: Class 21 contains 20117 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9095 members 
Mstep: Class 24 contains 39222 members 
Mstep: Class 25 contains 276898 members 
Mstep: Class 26 contains 14544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625360.000000 Penalty: 90644.539062
Iteration 382Q: 27 clusters Score -1.546254e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 78215 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10329 members 
Mstep: Class 8 contains 17100 members 
Mstep: Class 9 contains 266384 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10477 members 
Mstep: Class 12 contains 56182 members 
Mstep: Class 13 contains 20209 members 
Mstep: Class 14 contains 22585 members 
Mstep: Class 15 contains 28323 members 
Mstep: Class 16 contains 81600 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 108926 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 178535 members 
Mstep: Class 21 contains 20117 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9095 members 
Mstep: Class 24 contains 39220 members 
Mstep: Class 25 contains 276923 members 
Mstep: Class 26 contains 14542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625408.000000 Penalty: 90644.539062
Iteration 383Q: 27 clusters Score -1.546254e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 78202 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10329 members 
Mstep: Class 8 contains 17099 members 
Mstep: Class 9 contains 266452 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10477 members 
Mstep: Class 12 contains 56171 members 
Mstep: Class 13 contains 20206 members 
Mstep: Class 14 contains 22586 members 
Mstep: Class 15 contains 28321 members 
Mstep: Class 16 contains 81589 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 108900 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 178529 members 
Mstep: Class 21 contains 20118 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9095 members 
Mstep: Class 24 contains 39222 members 
Mstep: Class 25 contains 276927 members 
Mstep: Class 26 contains 14539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625536.000000 Penalty: 90644.539062
Iteration 384Q: 27 clusters Score -1.546255e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 78189 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10328 members 
Mstep: Class 8 contains 17098 members 
Mstep: Class 9 contains 266513 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10476 members 
Mstep: Class 12 contains 56157 members 
Mstep: Class 13 contains 20207 members 
Mstep: Class 14 contains 22586 members 
Mstep: Class 15 contains 28319 members 
Mstep: Class 16 contains 81579 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 108877 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 178511 members 
Mstep: Class 21 contains 20117 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9096 members 
Mstep: Class 24 contains 39224 members 
Mstep: Class 25 contains 276948 members 
Mstep: Class 26 contains 14539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625680.000000 Penalty: 90644.539062
Iteration 385Q: 27 clusters Score -1.546257e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 78183 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10326 members 
Mstep: Class 8 contains 17098 members 
Mstep: Class 9 contains 266566 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 10474 members 
Mstep: Class 12 contains 56151 members 
Mstep: Class 13 contains 20208 members 
Mstep: Class 14 contains 22587 members 
Mstep: Class 15 contains 28317 members 
Mstep: Class 16 contains 81570 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 108857 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 178483 members 
Mstep: Class 21 contains 20116 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9096 members 
Mstep: Class 24 contains 39225 members 
Mstep: Class 25 contains 276963 members 
Mstep: Class 26 contains 14543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625680.000000 Penalty: 90644.539062
Iteration 386Q: 27 clusters Score -1.546257e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 78184 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10324 members 
Mstep: Class 8 contains 17097 members 
Mstep: Class 9 contains 266624 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 10471 members 
Mstep: Class 12 contains 56150 members 
Mstep: Class 13 contains 20204 members 
Mstep: Class 14 contains 22587 members 
Mstep: Class 15 contains 28319 members 
Mstep: Class 16 contains 81559 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 108840 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 178449 members 
Mstep: Class 21 contains 20117 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9096 members 
Mstep: Class 24 contains 39224 members 
Mstep: Class 25 contains 276975 members 
Mstep: Class 26 contains 14543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625648.000000 Penalty: 90644.539062
Iteration 387Q: 27 clusters Score -1.546256e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 78179 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10322 members 
Mstep: Class 8 contains 17095 members 
Mstep: Class 9 contains 266697 members 
Mstep: Class 10 contains 4229 members 
Mstep: Class 11 contains 10469 members 
Mstep: Class 12 contains 56149 members 
Mstep: Class 13 contains 20204 members 
Mstep: Class 14 contains 22587 members 
Mstep: Class 15 contains 28319 members 
Mstep: Class 16 contains 81558 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 108815 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 178430 members 
Mstep: Class 21 contains 20116 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9096 members 
Mstep: Class 24 contains 39223 members 
Mstep: Class 25 contains 276962 members 
Mstep: Class 26 contains 14544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625520.000000 Penalty: 90644.539062
Iteration 388Q: 27 clusters Score -1.546255e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 78182 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10320 members 
Mstep: Class 8 contains 17084 members 
Mstep: Class 9 contains 266759 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 10467 members 
Mstep: Class 12 contains 56146 members 
Mstep: Class 13 contains 20203 members 
Mstep: Class 14 contains 22587 members 
Mstep: Class 15 contains 28319 members 
Mstep: Class 16 contains 81556 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 108800 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 178416 members 
Mstep: Class 21 contains 20118 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9096 members 
Mstep: Class 24 contains 39226 members 
Mstep: Class 25 contains 276945 members 
Mstep: Class 26 contains 14542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625792.000000 Penalty: 90644.539062
Iteration 389Q: 27 clusters Score -1.546258e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 78181 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10315 members 
Mstep: Class 8 contains 17084 members 
Mstep: Class 9 contains 266813 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10464 members 
Mstep: Class 12 contains 56137 members 
Mstep: Class 13 contains 20203 members 
Mstep: Class 14 contains 22587 members 
Mstep: Class 15 contains 28318 members 
Mstep: Class 16 contains 81553 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 108784 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 178395 members 
Mstep: Class 21 contains 20118 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9098 members 
Mstep: Class 24 contains 39223 members 
Mstep: Class 25 contains 276956 members 
Mstep: Class 26 contains 14539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625872.000000 Penalty: 90644.539062
Iteration 390Q: 27 clusters Score -1.546259e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 78189 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10311 members 
Mstep: Class 8 contains 17086 members 
Mstep: Class 9 contains 266851 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 10467 members 
Mstep: Class 12 contains 56137 members 
Mstep: Class 13 contains 20202 members 
Mstep: Class 14 contains 22587 members 
Mstep: Class 15 contains 28317 members 
Mstep: Class 16 contains 81551 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 108765 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 178374 members 
Mstep: Class 21 contains 20117 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9099 members 
Mstep: Class 24 contains 39223 members 
Mstep: Class 25 contains 276960 members 
Mstep: Class 26 contains 14535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625808.000000 Penalty: 90644.539062
Iteration 391Q: 27 clusters Score -1.546258e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 78192 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10307 members 
Mstep: Class 8 contains 17089 members 
Mstep: Class 9 contains 266914 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 10465 members 
Mstep: Class 12 contains 56129 members 
Mstep: Class 13 contains 20203 members 
Mstep: Class 14 contains 22586 members 
Mstep: Class 15 contains 28318 members 
Mstep: Class 16 contains 81536 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 108745 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 178351 members 
Mstep: Class 21 contains 20113 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9101 members 
Mstep: Class 24 contains 39224 members 
Mstep: Class 25 contains 276962 members 
Mstep: Class 26 contains 14534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625824.000000 Penalty: 90644.539062
Iteration 392Q: 27 clusters Score -1.546258e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 78195 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10304 members 
Mstep: Class 8 contains 17095 members 
Mstep: Class 9 contains 266960 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 10465 members 
Mstep: Class 12 contains 56130 members 
Mstep: Class 13 contains 20201 members 
Mstep: Class 14 contains 22585 members 
Mstep: Class 15 contains 28318 members 
Mstep: Class 16 contains 81526 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 108739 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 178318 members 
Mstep: Class 21 contains 20108 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9101 members 
Mstep: Class 24 contains 39221 members 
Mstep: Class 25 contains 276977 members 
Mstep: Class 26 contains 14529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625936.000000 Penalty: 90644.539062
Iteration 393Q: 27 clusters Score -1.546259e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 78190 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10302 members 
Mstep: Class 8 contains 17100 members 
Mstep: Class 9 contains 267009 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10466 members 
Mstep: Class 12 contains 56127 members 
Mstep: Class 13 contains 20200 members 
Mstep: Class 14 contains 22585 members 
Mstep: Class 15 contains 28316 members 
Mstep: Class 16 contains 81506 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 108726 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 178281 members 
Mstep: Class 21 contains 20108 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9102 members 
Mstep: Class 24 contains 39223 members 
Mstep: Class 25 contains 277000 members 
Mstep: Class 26 contains 14529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626048.000000 Penalty: 90644.539062
Iteration 394Q: 27 clusters Score -1.54626e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 78186 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10303 members 
Mstep: Class 8 contains 17099 members 
Mstep: Class 9 contains 267039 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10465 members 
Mstep: Class 12 contains 56119 members 
Mstep: Class 13 contains 20199 members 
Mstep: Class 14 contains 22584 members 
Mstep: Class 15 contains 28316 members 
Mstep: Class 16 contains 81496 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 108713 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 178254 members 
Mstep: Class 21 contains 20104 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9103 members 
Mstep: Class 24 contains 39221 members 
Mstep: Class 25 contains 277042 members 
Mstep: Class 26 contains 14528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626144.000000 Penalty: 90644.539062
Iteration 395Q: 27 clusters Score -1.546261e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 78173 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10302 members 
Mstep: Class 8 contains 17099 members 
Mstep: Class 9 contains 267081 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10468 members 
Mstep: Class 12 contains 56111 members 
Mstep: Class 13 contains 20199 members 
Mstep: Class 14 contains 22583 members 
Mstep: Class 15 contains 28316 members 
Mstep: Class 16 contains 81481 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 108698 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 178235 members 
Mstep: Class 21 contains 20105 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39220 members 
Mstep: Class 25 contains 277066 members 
Mstep: Class 26 contains 14529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626064.000000 Penalty: 90644.539062
Iteration 396Q: 27 clusters Score -1.546261e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 78168 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10301 members 
Mstep: Class 8 contains 17097 members 
Mstep: Class 9 contains 267133 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10468 members 
Mstep: Class 12 contains 56111 members 
Mstep: Class 13 contains 20200 members 
Mstep: Class 14 contains 22581 members 
Mstep: Class 15 contains 28316 members 
Mstep: Class 16 contains 81464 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 108683 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 178207 members 
Mstep: Class 21 contains 20103 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39218 members 
Mstep: Class 25 contains 277088 members 
Mstep: Class 26 contains 14529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626176.000000 Penalty: 90644.539062
Iteration 397Q: 27 clusters Score -1.546262e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 78164 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10299 members 
Mstep: Class 8 contains 17095 members 
Mstep: Class 9 contains 267166 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10472 members 
Mstep: Class 12 contains 56109 members 
Mstep: Class 13 contains 20200 members 
Mstep: Class 14 contains 22580 members 
Mstep: Class 15 contains 28314 members 
Mstep: Class 16 contains 81453 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 108665 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 178185 members 
Mstep: Class 21 contains 20101 members 
Mstep: Class 22 contains 2634 members 
Mstep: Class 23 contains 9106 members 
Mstep: Class 24 contains 39219 members 
Mstep: Class 25 contains 277117 members 
Mstep: Class 26 contains 14530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626240.000000 Penalty: 90644.539062
Iteration 398Q: 27 clusters Score -1.546262e+08 nChanged 308
Entering ConstructFrom: 
Score: -154626240.000000 Penalty: 90644.539062
Entering ConstructFrom: 
Trying to split cluster 1 (14860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Entering Unmasked Estep 
Score: -1773675.750000 Penalty: 2382.394287
	Iteration 0F: 2 clusters Score -1773676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1762945.000000 Penalty: 4764.788574
	Iteration 0F: 3 clusters Score -1762945 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1766547.625000 Penalty: 4764.788574
	Iteration 1F: 3 clusters Score -1766548 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1767239.125000 Penalty: 4764.788574
	Iteration 2F: 3 clusters Score -1767239 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1767914.875000 Penalty: 4764.788574
	Iteration 3F: 3 clusters Score -1767915 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1768526.500000 Penalty: 4764.788574
	Iteration 4F: 3 clusters Score -1768526 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1769095.375000 Penalty: 4764.788574
	Iteration 5F: 3 clusters Score -1769095 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1769564.875000 Penalty: 4764.788574
	Iteration 6F: 3 clusters Score -1769565 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1769912.125000 Penalty: 4764.788574
	Iteration 7Q: 3 clusters Score -1769912 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1770168.125000 Penalty: 4764.788574
	Iteration 8Q: 3 clusters Score -1770168 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1770375.000000 Penalty: 4764.788574
	Iteration 9Q: 3 clusters Score -1770375 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1770561.500000 Penalty: 4764.788574
	Iteration 10Q: 3 clusters Score -1770562 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1770734.125000 Penalty: 4764.788574
	Iteration 11Q: 3 clusters Score -1770734 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1770902.000000 Penalty: 4764.788574
	Iteration 12Q: 3 clusters Score -1770902 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1771037.375000 Penalty: 4764.788574
	Iteration 13Q: 3 clusters Score -1771037 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1771139.875000 Penalty: 4764.788574
	Iteration 14Q: 3 clusters Score -1771140 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1771222.875000 Penalty: 4764.788574
	Iteration 15Q: 3 clusters Score -1771223 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1771297.500000 Penalty: 4764.788574
	Iteration 16Q: 3 clusters Score -1771298 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1771355.500000 Penalty: 4764.788574
	Iteration 17Q: 3 clusters Score -1771356 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1771390.750000 Penalty: 4764.788574
	Iteration 18Q: 3 clusters Score -1771391 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1771434.750000 Penalty: 4764.788574
	Iteration 19Q: 3 clusters Score -1771435 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1771475.625000 Penalty: 4764.788574
	Iteration 20F: 3 clusters Score -1771476 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1771509.000000 Penalty: 4764.788574
	Iteration 21Q: 3 clusters Score -1771509 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1771534.500000 Penalty: 4764.788574
	Iteration 22Q: 3 clusters Score -1771534 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1771559.250000 Penalty: 4764.788574
	Iteration 23Q: 3 clusters Score -1771559 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1771588.625000 Penalty: 4764.788574
	Iteration 24Q: 3 clusters Score -1771589 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1771612.000000 Penalty: 4764.788574
	Iteration 25Q: 3 clusters Score -1771612 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1771625.500000 Penalty: 4764.788574
	Iteration 26Q: 3 clusters Score -1771626 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1771651.625000 Penalty: 4764.788574
	Iteration 27Q: 3 clusters Score -1771652 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1771688.625000 Penalty: 4764.788574
	Iteration 28Q: 3 clusters Score -1771689 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1771711.125000 Penalty: 4764.788574
	Iteration 29Q: 3 clusters Score -1771711 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1771736.375000 Penalty: 4764.788574
	Iteration 30Q: 3 clusters Score -1771736 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1771754.625000 Penalty: 4764.788574
	Iteration 31Q: 3 clusters Score -1771755 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1771781.125000 Penalty: 4764.788574
	Iteration 32Q: 3 clusters Score -1771781 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1771806.000000 Penalty: 4764.788574
	Iteration 33Q: 3 clusters Score -1771806 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1771832.875000 Penalty: 4764.788574
	Iteration 34Q: 3 clusters Score -1771833 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1771842.375000 Penalty: 4764.788574
	Iteration 35Q: 3 clusters Score -1771842 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1771868.500000 Penalty: 4764.788574
	Iteration 36Q: 3 clusters Score -1771868 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1771878.250000 Penalty: 4764.788574
	Iteration 37Q: 3 clusters Score -1771878 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1771889.250000 Penalty: 4764.788574
	Iteration 38Q: 3 clusters Score -1771889 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1771909.000000 Penalty: 4764.788574
	Iteration 39Q: 3 clusters Score -1771909 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1771910.000000 Penalty: 4764.788574
	Iteration 40F: 3 clusters Score -1771910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1771917.125000 Penalty: 4764.788574
	Iteration 41Q: 3 clusters Score -1771917 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1771919.250000 Penalty: 4764.788574
	Iteration 42Q: 3 clusters Score -1771919 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1771931.000000 Penalty: 4764.788574
	Iteration 43Q: 3 clusters Score -1771931 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1771940.875000 Penalty: 4764.788574
	Iteration 44Q: 3 clusters Score -1771941 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1771943.500000 Penalty: 4764.788574
	Iteration 45Q: 3 clusters Score -1771944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1771947.375000 Penalty: 4764.788574
	Iteration 46Q: 3 clusters Score -1771947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1771944.625000 Penalty: 4764.788574
	Iteration 47Q: 3 clusters Score -1771945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1771946.125000 Penalty: 4764.788574
	Iteration 48Q: 3 clusters Score -1771946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1771953.500000 Penalty: 4764.788574
	Iteration 49Q: 3 clusters Score -1771954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1771950.500000 Penalty: 4764.788574
	Iteration 50Q: 3 clusters Score -1771950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1771945.125000 Penalty: 4764.788574
	Iteration 51Q: 3 clusters Score -1771945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1771949.000000 Penalty: 4764.788574
	Iteration 52Q: 3 clusters Score -1771949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1771948.250000 Penalty: 4764.788574
	Iteration 53Q: 3 clusters Score -1771948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1771949.250000 Penalty: 4764.788574
	Iteration 54Q: 3 clusters Score -1771949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1771950.000000 Penalty: 4764.788574
	Iteration 55Q: 3 clusters Score -1771950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1771952.125000 Penalty: 4764.788574
	Iteration 56Q: 3 clusters Score -1771952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1771955.250000 Penalty: 4764.788574
	Iteration 57Q: 3 clusters Score -1771955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1771956.500000 Penalty: 4764.788574
	Iteration 58Q: 3 clusters Score -1771956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1771957.250000 Penalty: 4764.788574
	Iteration 59Q: 3 clusters Score -1771957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1771956.125000 Penalty: 4764.788574
	Iteration 60F: 3 clusters Score -1771956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1771958.625000 Penalty: 4764.788574
	Iteration 61Q: 3 clusters Score -1771959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1771964.875000 Penalty: 4764.788574
	Iteration 62Q: 3 clusters Score -1771965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1771963.125000 Penalty: 4764.788574
	Iteration 63Q: 3 clusters Score -1771963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1771961.125000 Penalty: 4764.788574
	Iteration 64Q: 3 clusters Score -1771961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1771963.125000 Penalty: 4764.788574
	Iteration 65Q: 3 clusters Score -1771963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1771962.500000 Penalty: 4764.788574
	Iteration 66Q: 3 clusters Score -1771962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1771964.500000 Penalty: 4764.788574
	Iteration 67Q: 3 clusters Score -1771964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1771964.000000 Penalty: 4764.788574
	Iteration 68Q: 3 clusters Score -1771964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1771960.250000 Penalty: 4764.788574
	Iteration 69Q: 3 clusters Score -1771960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1771963.000000 Penalty: 4764.788574
	Iteration 70Q: 3 clusters Score -1771963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1771960.375000 Penalty: 4764.788574
	Iteration 71Q: 3 clusters Score -1771960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1771960.875000 Penalty: 4764.788574
	Iteration 72Q: 3 clusters Score -1771961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1771963.125000 Penalty: 4764.788574
	Iteration 73Q: 3 clusters Score -1771963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1771963.375000 Penalty: 4764.788574
	Iteration 74Q: 3 clusters Score -1771963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1771962.000000 Penalty: 4764.788574
	Iteration 75Q: 3 clusters Score -1771962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1771961.250000 Penalty: 4764.788574
	Iteration 76Q: 3 clusters Score -1771961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1771961.125000 Penalty: 4764.788574
	Iteration 77Q: 3 clusters Score -1771961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1771963.375000 Penalty: 4764.788574
	Iteration 78Q: 3 clusters Score -1771963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1771961.750000 Penalty: 4764.788574
	Iteration 79Q: 3 clusters Score -1771962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1771963.375000 Penalty: 4764.788574
	Iteration 80F: 3 clusters Score -1771963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1771966.125000 Penalty: 4764.788574
	Iteration 81Q: 3 clusters Score -1771966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1771962.625000 Penalty: 4764.788574
	Iteration 82Q: 3 clusters Score -1771963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1771964.125000 Penalty: 4764.788574
	Iteration 83Q: 3 clusters Score -1771964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1771962.125000 Penalty: 4764.788574
	Iteration 84Q: 3 clusters Score -1771962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1771964.250000 Penalty: 4764.788574
	Iteration 85Q: 3 clusters Score -1771964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1771966.750000 Penalty: 4764.788574
	Iteration 86Q: 3 clusters Score -1771967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1771969.250000 Penalty: 4764.788574
	Iteration 87Q: 3 clusters Score -1771969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1771970.750000 Penalty: 4764.788574
	Iteration 88Q: 3 clusters Score -1771971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1771970.125000 Penalty: 4764.788574
	Iteration 89Q: 3 clusters Score -1771970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1771975.500000 Penalty: 4764.788574
	Iteration 90Q: 3 clusters Score -1771976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1771977.500000 Penalty: 4764.788574
	Iteration 91Q: 3 clusters Score -1771978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1771978.625000 Penalty: 4764.788574
	Iteration 92Q: 3 clusters Score -1771979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1771982.375000 Penalty: 4764.788574
	Iteration 93Q: 3 clusters Score -1771982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1771982.625000 Penalty: 4764.788574
	Iteration 94Q: 3 clusters Score -1771983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1771983.500000 Penalty: 4764.788574
	Iteration 95Q: 3 clusters Score -1771984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1771987.375000 Penalty: 4764.788574
	Iteration 96Q: 3 clusters Score -1771987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1771985.625000 Penalty: 4764.788574
	Iteration 97Q: 3 clusters Score -1771986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1771989.500000 Penalty: 4764.788574
	Iteration 98Q: 3 clusters Score -1771990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1771988.250000 Penalty: 4764.788574
	Iteration 99Q: 3 clusters Score -1771988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1771990.625000 Penalty: 4764.788574
	Iteration 100F: 3 clusters Score -1771991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1771989.125000 Penalty: 4764.788574
	Iteration 101Q: 3 clusters Score -1771989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1771994.500000 Penalty: 4764.788574
	Iteration 102Q: 3 clusters Score -1771994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1771995.125000 Penalty: 4764.788574
	Iteration 103Q: 3 clusters Score -1771995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1771996.500000 Penalty: 4764.788574
	Iteration 104Q: 3 clusters Score -1771996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1771995.625000 Penalty: 4764.788574
	Iteration 105Q: 3 clusters Score -1771996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1771994.125000 Penalty: 4764.788574
	Iteration 106Q: 3 clusters Score -1771994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1771995.875000 Penalty: 4764.788574
	Iteration 107Q: 3 clusters Score -1771996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1772000.000000 Penalty: 4764.788574
	Iteration 108Q: 3 clusters Score -1772000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1772001.375000 Penalty: 4764.788574
	Iteration 109Q: 3 clusters Score -1772001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1771998.125000 Penalty: 4764.788574
	Iteration 110Q: 3 clusters Score -1771998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1771998.500000 Penalty: 4764.788574
	Iteration 111Q: 3 clusters Score -1771998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1772000.625000 Penalty: 4764.788574
	Iteration 112Q: 3 clusters Score -1772001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1772001.750000 Penalty: 4764.788574
	Iteration 113Q: 3 clusters Score -1772002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1772004.000000 Penalty: 4764.788574
	Iteration 114Q: 3 clusters Score -1772004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1772004.125000 Penalty: 4764.788574
	Iteration 115Q: 3 clusters Score -1772004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1772002.625000 Penalty: 4764.788574
	Iteration 116Q: 3 clusters Score -1772003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1771997.250000 Penalty: 4764.788574
	Iteration 117Q: 3 clusters Score -1771997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1771996.375000 Penalty: 4764.788574
	Iteration 118Q: 3 clusters Score -1771996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1771995.625000 Penalty: 4764.788574
	Iteration 119Q: 3 clusters Score -1771996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1771995.375000 Penalty: 4764.788574
	Iteration 120F: 3 clusters Score -1771995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1771994.625000 Penalty: 4764.788574
	Iteration 121Q: 3 clusters Score -1771995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1771998.750000 Penalty: 4764.788574
	Iteration 122Q: 3 clusters Score -1771999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1771998.750000 Penalty: 4764.788574
	Iteration 123F: 3 clusters Score -1771999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (78162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78162 members 
Entering Unmasked Estep 
Score: -9459485.000000 Penalty: 2794.101562
	Iteration 0F: 2 clusters Score -9459485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -9407181.000000 Penalty: 5588.203125
	Iteration 0F: 3 clusters Score -9407181 nChanged 36500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -9427591.000000 Penalty: 5588.203125
	Iteration 1F: 3 clusters Score -9427591 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -9428164.000000 Penalty: 5588.203125
	Iteration 2Q: 3 clusters Score -9428164 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -9428827.000000 Penalty: 5588.203125
	Iteration 3Q: 3 clusters Score -9428827 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -9429497.000000 Penalty: 5588.203125
	Iteration 4Q: 3 clusters Score -9429497 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -9430282.000000 Penalty: 5588.203125
	Iteration 5Q: 3 clusters Score -9430282 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -9431478.000000 Penalty: 5588.203125
	Iteration 6Q: 3 clusters Score -9431478 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -9433279.000000 Penalty: 5588.203125
	Iteration 7Q: 3 clusters Score -9433279 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -9435921.000000 Penalty: 5588.203125
	Iteration 8F: 3 clusters Score -9435921 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -9439378.000000 Penalty: 5588.203125
	Iteration 9F: 3 clusters Score -9439378 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60477 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -9443453.000000 Penalty: 5588.203125
	Iteration 10F: 3 clusters Score -9443453 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65283 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -9447533.000000 Penalty: 5588.203125
	Iteration 11F: 3 clusters Score -9447533 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69415 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -9451056.000000 Penalty: 5588.203125
	Iteration 12F: 3 clusters Score -9451056 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72424 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -9453388.000000 Penalty: 5588.203125
	Iteration 13Q: 3 clusters Score -9453388 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74407 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -9454858.000000 Penalty: 5588.203125
	Iteration 14Q: 3 clusters Score -9454858 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75615 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -9455726.000000 Penalty: 5588.203125
	Iteration 15Q: 3 clusters Score -9455726 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76341 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -9456246.000000 Penalty: 5588.203125
	Iteration 16Q: 3 clusters Score -9456246 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76725 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -9456476.000000 Penalty: 5588.203125
	Iteration 17Q: 3 clusters Score -9456476 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76959 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -9456647.000000 Penalty: 5588.203125
	Iteration 18Q: 3 clusters Score -9456647 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77114 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -9456764.000000 Penalty: 5588.203125
	Iteration 19Q: 3 clusters Score -9456764 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77213 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -9456835.000000 Penalty: 5588.203125
	Iteration 20F: 3 clusters Score -9456835 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77282 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -9456879.000000 Penalty: 5588.203125
	Iteration 21Q: 3 clusters Score -9456879 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77325 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -9456922.000000 Penalty: 5588.203125
	Iteration 22Q: 3 clusters Score -9456922 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77366 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -9456958.000000 Penalty: 5588.203125
	Iteration 23Q: 3 clusters Score -9456958 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77400 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9456993.000000 Penalty: 5588.203125
	Iteration 24Q: 3 clusters Score -9456993 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77430 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -9457019.000000 Penalty: 5588.203125
	Iteration 25Q: 3 clusters Score -9457019 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9457056.000000 Penalty: 5588.203125
	Iteration 26Q: 3 clusters Score -9457056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77493 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9457077.000000 Penalty: 5588.203125
	Iteration 27Q: 3 clusters Score -9457077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77513 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9457089.000000 Penalty: 5588.203125
	Iteration 28Q: 3 clusters Score -9457089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77526 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -9457098.000000 Penalty: 5588.203125
	Iteration 29Q: 3 clusters Score -9457098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77532 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9457110.000000 Penalty: 5588.203125
	Iteration 30Q: 3 clusters Score -9457110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77537 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9457116.000000 Penalty: 5588.203125
	Iteration 31Q: 3 clusters Score -9457116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77545 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9457132.000000 Penalty: 5588.203125
	Iteration 32Q: 3 clusters Score -9457132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77552 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9457136.000000 Penalty: 5588.203125
	Iteration 33Q: 3 clusters Score -9457136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77558 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9457136.000000 Penalty: 5588.203125
	Iteration 34Q: 3 clusters Score -9457136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77565 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9457153.000000 Penalty: 5588.203125
	Iteration 35Q: 3 clusters Score -9457153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77570 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9457155.000000 Penalty: 5588.203125
	Iteration 36Q: 3 clusters Score -9457155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77577 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9457174.000000 Penalty: 5588.203125
	Iteration 37Q: 3 clusters Score -9457174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77586 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9457174.000000 Penalty: 5588.203125
	Iteration 38Q: 3 clusters Score -9457174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77586 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9457179.000000 Penalty: 5588.203125
	Iteration 39Q: 3 clusters Score -9457179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77586 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9457176.000000 Penalty: 5588.203125
	Iteration 40F: 3 clusters Score -9457176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77587 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9457178.000000 Penalty: 5588.203125
	Iteration 41Q: 3 clusters Score -9457178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77589 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9457183.000000 Penalty: 5588.203125
	Iteration 42Q: 3 clusters Score -9457183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77590 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9457192.000000 Penalty: 5588.203125
	Iteration 43Q: 3 clusters Score -9457192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77593 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9457190.000000 Penalty: 5588.203125
	Iteration 44Q: 3 clusters Score -9457190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77593 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9457190.000000 Penalty: 5588.203125
	Iteration 45F: 3 clusters Score -9457190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -63054.367188 Penalty: 1580.583252
	Iteration 0F: 2 clusters Score -63054.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61470.664062 Penalty: 3161.166504
	Iteration 0F: 3 clusters Score -61470.66 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61686.109375 Penalty: 3161.166504
	Iteration 1F: 3 clusters Score -61686.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61797.070312 Penalty: 3161.166504
	Iteration 2F: 3 clusters Score -61797.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61909.335938 Penalty: 3161.166504
	Iteration 3F: 3 clusters Score -61909.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62001.960938 Penalty: 3161.166504
	Iteration 4Q: 3 clusters Score -62001.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62061.277344 Penalty: 3161.166504
	Iteration 5Q: 3 clusters Score -62061.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62127.515625 Penalty: 3161.166504
	Iteration 6Q: 3 clusters Score -62127.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62215.722656 Penalty: 3161.166504
	Iteration 7Q: 3 clusters Score -62215.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62326.835938 Penalty: 3161.166504
	Iteration 8Q: 3 clusters Score -62326.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62457.886719 Penalty: 3161.166504
	Iteration 9Q: 3 clusters Score -62457.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -62521.566406 Penalty: 3161.166504
	Iteration 10Q: 3 clusters Score -62521.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62544.941406 Penalty: 3161.166504
	Iteration 11Q: 3 clusters Score -62544.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62579.398438 Penalty: 3161.166504
	Iteration 12Q: 3 clusters Score -62579.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62594.996094 Penalty: 3161.166504
	Iteration 13Q: 3 clusters Score -62595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62615.339844 Penalty: 3161.166504
	Iteration 14Q: 3 clusters Score -62615.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62643.320312 Penalty: 3161.166504
	Iteration 15Q: 3 clusters Score -62643.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62650.257812 Penalty: 3161.166504
	Iteration 16Q: 3 clusters Score -62650.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62654.191406 Penalty: 3161.166504
	Iteration 17Q: 3 clusters Score -62654.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -62683.796875 Penalty: 3161.166504
	Iteration 18Q: 3 clusters Score -62683.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -62735.242188 Penalty: 3161.166504
	Iteration 19Q: 3 clusters Score -62735.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -62766.871094 Penalty: 3161.166504
	Iteration 20F: 3 clusters Score -62766.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -62926.714844 Penalty: 3161.166504
	Iteration 21Q: 3 clusters Score -62926.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -62998.710938 Penalty: 3161.166504
	Iteration 22Q: 3 clusters Score -62998.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -63024.300781 Penalty: 3161.166504
	Iteration 23Q: 3 clusters Score -63024.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63096.324219 Penalty: 3161.166504
	Iteration 24Q: 3 clusters Score -63096.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63464.664062 Penalty: 3161.166504
	Iteration 25Q: 3 clusters Score -63464.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63486.062500 Penalty: 3161.166504
	Iteration 26Q: 3 clusters Score -63486.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63486.062500 Penalty: 3161.166504
	Iteration 27F: 3 clusters Score -63486.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 78162 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10301 members 
Mstep: Class 8 contains 17093 members 
Mstep: Class 9 contains 267197 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10470 members 
Mstep: Class 12 contains 56102 members 
Mstep: Class 13 contains 20201 members 
Mstep: Class 14 contains 22580 members 
Mstep: Class 15 contains 28313 members 
Mstep: Class 16 contains 81452 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 108652 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 178149 members 
Mstep: Class 21 contains 20100 members 
Mstep: Class 22 contains 2634 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39220 members 
Mstep: Class 25 contains 277152 members 
Mstep: Class 26 contains 14528 members 
Mstep: Class 27 contains 304 members 
Entering Unmasked Estep 
Score: -154624960.000000 Penalty: 94130.875000
Splitting cluster 3 changes total score from -154626240.000000 to -154624960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (2772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Entering Unmasked Estep 
Score: -313916.406250 Penalty: 1965.976440
	Iteration 0F: 2 clusters Score -313916.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -310850.718750 Penalty: 3931.952881
	Iteration 0F: 3 clusters Score -310850.7 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -311429.312500 Penalty: 3931.952881
	Iteration 1F: 3 clusters Score -311429.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -311563.281250 Penalty: 3931.952881
	Iteration 2F: 3 clusters Score -311563.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -311640.750000 Penalty: 3931.952881
	Iteration 3Q: 3 clusters Score -311640.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -311696.062500 Penalty: 3931.952881
	Iteration 4Q: 3 clusters Score -311696.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -311745.937500 Penalty: 3931.952881
	Iteration 5Q: 3 clusters Score -311745.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -311783.187500 Penalty: 3931.952881
	Iteration 6Q: 3 clusters Score -311783.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -311813.562500 Penalty: 3931.952881
	Iteration 7Q: 3 clusters Score -311813.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -311846.312500 Penalty: 3931.952881
	Iteration 8Q: 3 clusters Score -311846.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -311883.156250 Penalty: 3931.952881
	Iteration 9Q: 3 clusters Score -311883.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -311917.375000 Penalty: 3931.952881
	Iteration 10Q: 3 clusters Score -311917.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -311940.187500 Penalty: 3931.952881
	Iteration 11Q: 3 clusters Score -311940.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -311968.375000 Penalty: 3931.952881
	Iteration 12Q: 3 clusters Score -311968.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -312004.468750 Penalty: 3931.952881
	Iteration 13Q: 3 clusters Score -312004.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -312031.625000 Penalty: 3931.952881
	Iteration 14Q: 3 clusters Score -312031.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -312060.531250 Penalty: 3931.952881
	Iteration 15Q: 3 clusters Score -312060.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -312090.937500 Penalty: 3931.952881
	Iteration 16Q: 3 clusters Score -312090.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -312121.562500 Penalty: 3931.952881
	Iteration 17Q: 3 clusters Score -312121.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -312143.687500 Penalty: 3931.952881
	Iteration 18Q: 3 clusters Score -312143.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -312155.343750 Penalty: 3931.952881
	Iteration 19Q: 3 clusters Score -312155.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -312173.625000 Penalty: 3931.952881
	Iteration 20F: 3 clusters Score -312173.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -312186.562500 Penalty: 3931.952881
	Iteration 21Q: 3 clusters Score -312186.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -312195.906250 Penalty: 3931.952881
	Iteration 22Q: 3 clusters Score -312195.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -312202.125000 Penalty: 3931.952881
	Iteration 23Q: 3 clusters Score -312202.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -312208.812500 Penalty: 3931.952881
	Iteration 24Q: 3 clusters Score -312208.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -312214.218750 Penalty: 3931.952881
	Iteration 25Q: 3 clusters Score -312214.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -312223.343750 Penalty: 3931.952881
	Iteration 26Q: 3 clusters Score -312223.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -312228.937500 Penalty: 3931.952881
	Iteration 27Q: 3 clusters Score -312228.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -312232.343750 Penalty: 3931.952881
	Iteration 28Q: 3 clusters Score -312232.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -312233.968750 Penalty: 3931.952881
	Iteration 29Q: 3 clusters Score -312234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -312235.593750 Penalty: 3931.952881
	Iteration 30Q: 3 clusters Score -312235.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -312237.500000 Penalty: 3931.952881
	Iteration 31Q: 3 clusters Score -312237.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -312239.218750 Penalty: 3931.952881
	Iteration 32Q: 3 clusters Score -312239.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -312242.500000 Penalty: 3931.952881
	Iteration 33Q: 3 clusters Score -312242.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -312244.406250 Penalty: 3931.952881
	Iteration 34Q: 3 clusters Score -312244.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -312244.093750 Penalty: 3931.952881
	Iteration 35Q: 3 clusters Score -312244.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -312244.093750 Penalty: 3931.952881
	Iteration 36F: 3 clusters Score -312244.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Entering Unmasked Estep 
Score: -488464.281250 Penalty: 2058.099365
	Iteration 0F: 2 clusters Score -488464.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -484553.843750 Penalty: 4116.198730
	Iteration 0F: 3 clusters Score -484553.8 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -485489.125000 Penalty: 4116.198730
	Iteration 1F: 3 clusters Score -485489.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -485703.437500 Penalty: 4116.198730
	Iteration 2F: 3 clusters Score -485703.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -485819.343750 Penalty: 4116.198730
	Iteration 3Q: 3 clusters Score -485819.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -485900.812500 Penalty: 4116.198730
	Iteration 4Q: 3 clusters Score -485900.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -485967.937500 Penalty: 4116.198730
	Iteration 5Q: 3 clusters Score -485967.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -486034.218750 Penalty: 4116.198730
	Iteration 6Q: 3 clusters Score -486034.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -486106.187500 Penalty: 4116.198730
	Iteration 7Q: 3 clusters Score -486106.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -486181.687500 Penalty: 4116.198730
	Iteration 8Q: 3 clusters Score -486181.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -486259.625000 Penalty: 4116.198730
	Iteration 9Q: 3 clusters Score -486259.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -486330.875000 Penalty: 4116.198730
	Iteration 10Q: 3 clusters Score -486330.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -486402.875000 Penalty: 4116.198730
	Iteration 11Q: 3 clusters Score -486402.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -486466.281250 Penalty: 4116.198730
	Iteration 12Q: 3 clusters Score -486466.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -486521.375000 Penalty: 4116.198730
	Iteration 13Q: 3 clusters Score -486521.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -486572.218750 Penalty: 4116.198730
	Iteration 14Q: 3 clusters Score -486572.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -486618.500000 Penalty: 4116.198730
	Iteration 15Q: 3 clusters Score -486618.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -486652.937500 Penalty: 4116.198730
	Iteration 16Q: 3 clusters Score -486652.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -486677.968750 Penalty: 4116.198730
	Iteration 17Q: 3 clusters Score -486678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -486701.843750 Penalty: 4116.198730
	Iteration 18Q: 3 clusters Score -486701.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -486722.250000 Penalty: 4116.198730
	Iteration 19Q: 3 clusters Score -486722.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -486742.250000 Penalty: 4116.198730
	Iteration 20F: 3 clusters Score -486742.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -486755.437500 Penalty: 4116.198730
	Iteration 21Q: 3 clusters Score -486755.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -486763.875000 Penalty: 4116.198730
	Iteration 22Q: 3 clusters Score -486763.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -486771.406250 Penalty: 4116.198730
	Iteration 23Q: 3 clusters Score -486771.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -486774.437500 Penalty: 4116.198730
	Iteration 24Q: 3 clusters Score -486774.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -486776.562500 Penalty: 4116.198730
	Iteration 25Q: 3 clusters Score -486776.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -486780.375000 Penalty: 4116.198730
	Iteration 26Q: 3 clusters Score -486780.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -486784.687500 Penalty: 4116.198730
	Iteration 27Q: 3 clusters Score -486784.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -486788.562500 Penalty: 4116.198730
	Iteration 28Q: 3 clusters Score -486788.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -486789.531250 Penalty: 4116.198730
	Iteration 29Q: 3 clusters Score -486789.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -486791.937500 Penalty: 4116.198730
	Iteration 30Q: 3 clusters Score -486791.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -486792.625000 Penalty: 4116.198730
	Iteration 31Q: 3 clusters Score -486792.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -486794.062500 Penalty: 4116.198730
	Iteration 32Q: 3 clusters Score -486794.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -486794.312500 Penalty: 4116.198730
	Iteration 33Q: 3 clusters Score -486794.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -486794.312500 Penalty: 4116.198730
	Iteration 34F: 3 clusters Score -486794.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -46166.210938 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -46166.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44889.226562 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -44889.23 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45332.714844 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -45332.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45598.613281 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -45598.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45936.113281 Penalty: 3050.698975
	Iteration 3F: 3 clusters Score -45936.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46174.878906 Penalty: 3050.698975
	Iteration 4F: 3 clusters Score -46174.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46308.472656 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -46308.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46498.589844 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -46498.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -46553.507812 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -46553.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46563.097656 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -46563.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46591.085938 Penalty: 3050.698975
	Iteration 9Q: 3 clusters Score -46591.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46623.167969 Penalty: 3050.698975
	Iteration 10Q: 3 clusters Score -46623.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46632.949219 Penalty: 3050.698975
	Iteration 11Q: 3 clusters Score -46632.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46635.285156 Penalty: 3050.698975
	Iteration 12Q: 3 clusters Score -46635.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46644.000000 Penalty: 3050.698975
	Iteration 13Q: 3 clusters Score -46644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46657.332031 Penalty: 3050.698975
	Iteration 14Q: 3 clusters Score -46657.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46664.210938 Penalty: 3050.698975
	Iteration 15Q: 3 clusters Score -46664.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46688.003906 Penalty: 3050.698975
	Iteration 16F: 3 clusters Score -46688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46811.671875 Penalty: 3050.698975
	Iteration 17Q: 3 clusters Score -46811.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47088.066406 Penalty: 3050.698975
	Iteration 18Q: 3 clusters Score -47088.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47274.871094 Penalty: 3050.698975
	Iteration 19Q: 3 clusters Score -47274.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47274.871094 Penalty: 3050.698975
	Iteration 20F: 3 clusters Score -47274.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 78162 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 10301 members 
Mstep: Class 8 contains 17093 members 
Mstep: Class 9 contains 267197 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10470 members 
Mstep: Class 12 contains 56102 members 
Mstep: Class 13 contains 20201 members 
Mstep: Class 14 contains 22580 members 
Mstep: Class 15 contains 28313 members 
Mstep: Class 16 contains 81452 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 108652 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 178149 members 
Mstep: Class 21 contains 20100 members 
Mstep: Class 22 contains 2634 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39220 members 
Mstep: Class 25 contains 277152 members 
Mstep: Class 26 contains 14528 members 
Mstep: Class 27 contains 214 members 
Entering Unmasked Estep 
Score: -154625392.000000 Penalty: 94130.875000
Splitting cluster 6 changes total score from -154626240.000000 to -154625392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Entering Unmasked Estep 
Score: -1290313.750000 Penalty: 2291.519043
	Iteration 0F: 2 clusters Score -1290314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1282509.250000 Penalty: 4583.038086
	Iteration 0F: 3 clusters Score -1282509 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1284806.000000 Penalty: 4583.038086
	Iteration 1F: 3 clusters Score -1284806 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1285140.000000 Penalty: 4583.038086
	Iteration 2F: 3 clusters Score -1285140 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1285449.625000 Penalty: 4583.038086
	Iteration 3F: 3 clusters Score -1285450 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1285710.000000 Penalty: 4583.038086
	Iteration 4Q: 3 clusters Score -1285710 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1285911.375000 Penalty: 4583.038086
	Iteration 5Q: 3 clusters Score -1285911 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1286097.625000 Penalty: 4583.038086
	Iteration 6Q: 3 clusters Score -1286098 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1286224.250000 Penalty: 4583.038086
	Iteration 7Q: 3 clusters Score -1286224 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1286337.875000 Penalty: 4583.038086
	Iteration 8Q: 3 clusters Score -1286338 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1286444.000000 Penalty: 4583.038086
	Iteration 9Q: 3 clusters Score -1286444 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1286539.875000 Penalty: 4583.038086
	Iteration 10Q: 3 clusters Score -1286540 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1286639.750000 Penalty: 4583.038086
	Iteration 11Q: 3 clusters Score -1286640 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1286727.625000 Penalty: 4583.038086
	Iteration 12Q: 3 clusters Score -1286728 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1286803.750000 Penalty: 4583.038086
	Iteration 13Q: 3 clusters Score -1286804 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1286868.000000 Penalty: 4583.038086
	Iteration 14Q: 3 clusters Score -1286868 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1286932.375000 Penalty: 4583.038086
	Iteration 15Q: 3 clusters Score -1286932 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1287002.500000 Penalty: 4583.038086
	Iteration 16Q: 3 clusters Score -1287002 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1287082.500000 Penalty: 4583.038086
	Iteration 17Q: 3 clusters Score -1287082 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1287153.375000 Penalty: 4583.038086
	Iteration 18Q: 3 clusters Score -1287153 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1287213.750000 Penalty: 4583.038086
	Iteration 19Q: 3 clusters Score -1287214 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1287260.250000 Penalty: 4583.038086
	Iteration 20F: 3 clusters Score -1287260 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1287292.750000 Penalty: 4583.038086
	Iteration 21Q: 3 clusters Score -1287293 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1287326.500000 Penalty: 4583.038086
	Iteration 22Q: 3 clusters Score -1287326 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1287356.250000 Penalty: 4583.038086
	Iteration 23Q: 3 clusters Score -1287356 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1287380.125000 Penalty: 4583.038086
	Iteration 24Q: 3 clusters Score -1287380 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1287401.625000 Penalty: 4583.038086
	Iteration 25Q: 3 clusters Score -1287402 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1287424.625000 Penalty: 4583.038086
	Iteration 26Q: 3 clusters Score -1287425 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1287446.875000 Penalty: 4583.038086
	Iteration 27Q: 3 clusters Score -1287447 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1287462.125000 Penalty: 4583.038086
	Iteration 28Q: 3 clusters Score -1287462 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1287478.750000 Penalty: 4583.038086
	Iteration 29Q: 3 clusters Score -1287479 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1287488.625000 Penalty: 4583.038086
	Iteration 30Q: 3 clusters Score -1287489 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1287497.000000 Penalty: 4583.038086
	Iteration 31Q: 3 clusters Score -1287497 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1287502.875000 Penalty: 4583.038086
	Iteration 32Q: 3 clusters Score -1287503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1287508.875000 Penalty: 4583.038086
	Iteration 33Q: 3 clusters Score -1287509 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1287522.000000 Penalty: 4583.038086
	Iteration 34Q: 3 clusters Score -1287522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1287531.500000 Penalty: 4583.038086
	Iteration 35Q: 3 clusters Score -1287532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1287548.625000 Penalty: 4583.038086
	Iteration 36Q: 3 clusters Score -1287549 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1287553.125000 Penalty: 4583.038086
	Iteration 37Q: 3 clusters Score -1287553 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1287566.250000 Penalty: 4583.038086
	Iteration 38Q: 3 clusters Score -1287566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1287572.250000 Penalty: 4583.038086
	Iteration 39Q: 3 clusters Score -1287572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1287580.750000 Penalty: 4583.038086
	Iteration 40F: 3 clusters Score -1287581 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1287589.625000 Penalty: 4583.038086
	Iteration 41Q: 3 clusters Score -1287590 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1287598.375000 Penalty: 4583.038086
	Iteration 42Q: 3 clusters Score -1287598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1287611.875000 Penalty: 4583.038086
	Iteration 43Q: 3 clusters Score -1287612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1287619.875000 Penalty: 4583.038086
	Iteration 44Q: 3 clusters Score -1287620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1287630.250000 Penalty: 4583.038086
	Iteration 45Q: 3 clusters Score -1287630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1287634.000000 Penalty: 4583.038086
	Iteration 46Q: 3 clusters Score -1287634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1287644.875000 Penalty: 4583.038086
	Iteration 47Q: 3 clusters Score -1287645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1287655.375000 Penalty: 4583.038086
	Iteration 48Q: 3 clusters Score -1287655 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1287659 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1287663.625000 Penalty: 4583.038086
	Iteration 50Q: 3 clusters Score -1287664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1287669.500000 Penalty: 4583.038086
	Iteration 51Q: 3 clusters Score -1287670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1287674.250000 Penalty: 4583.038086
	Iteration 52Q: 3 clusters Score -1287674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1287679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1287682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1287687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1287687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1287692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1287699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1287701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1287704 nChanged 24
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Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1287711 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1287712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1287717.000000 Penalty: 4583.038086
	Iteration 63Q: 3 clusters Score -1287717 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1287723.375000 Penalty: 4583.038086
	Iteration 64Q: 3 clusters Score -1287723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1287725 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1287731 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1287734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1287737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1287737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1287746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1287746 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1287749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1287759.000000 Penalty: 4583.038086
	Iteration 73Q: 3 clusters Score -1287759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1287759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1287765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1287770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1287773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1287779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1287787 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1287793 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1287804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1287814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1287825 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1287836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1287850 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1287860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1287870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1287885 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1287901 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1287923 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1287939 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1287957 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1287974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1287983 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1288002.750000 Penalty: 4583.038086
	Iteration 95Q: 3 clusters Score -1288003 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1288019.250000 Penalty: 4583.038086
	Iteration 96Q: 3 clusters Score -1288019 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1288025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1288032.500000 Penalty: 4583.038086
	Iteration 98Q: 3 clusters Score -1288032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1288038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1288045.250000 Penalty: 4583.038086
	Iteration 100F: 3 clusters Score -1288045 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1288055 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1288060 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1288074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1288087 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1288106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1288121.500000 Penalty: 4583.038086
	Iteration 106Q: 3 clusters Score -1288122 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1288147.000000 Penalty: 4583.038086
	Iteration 107Q: 3 clusters Score -1288147 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1288164.625000 Penalty: 4583.038086
	Iteration 108Q: 3 clusters Score -1288165 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1288194.000000 Penalty: 4583.038086
	Iteration 109Q: 3 clusters Score -1288194 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1288216.875000 Penalty: 4583.038086
	Iteration 110Q: 3 clusters Score -1288217 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1288231.500000 Penalty: 4583.038086
	Iteration 111Q: 3 clusters Score -1288232 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1288258.125000 Penalty: 4583.038086
	Iteration 112Q: 3 clusters Score -1288258 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1288271.500000 Penalty: 4583.038086
	Iteration 113Q: 3 clusters Score -1288272 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1288281.500000 Penalty: 4583.038086
	Iteration 114Q: 3 clusters Score -1288282 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1288298.125000 Penalty: 4583.038086
	Iteration 115Q: 3 clusters Score -1288298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1288304.125000 Penalty: 4583.038086
	Iteration 116Q: 3 clusters Score -1288304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1288310.875000 Penalty: 4583.038086
	Iteration 117Q: 3 clusters Score -1288311 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1288321.375000 Penalty: 4583.038086
	Iteration 118Q: 3 clusters Score -1288321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1288328.750000 Penalty: 4583.038086
	Iteration 119Q: 3 clusters Score -1288329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1288328.875000 Penalty: 4583.038086
	Iteration 120F: 3 clusters Score -1288329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1288333.750000 Penalty: 4583.038086
	Iteration 121Q: 3 clusters Score -1288334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1288339.125000 Penalty: 4583.038086
	Iteration 122Q: 3 clusters Score -1288339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1288339.125000 Penalty: 4583.038086
	Iteration 123Q: 3 clusters Score -1288339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1288344.250000 Penalty: 4583.038086
	Iteration 124Q: 3 clusters Score -1288344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1288345.250000 Penalty: 4583.038086
	Iteration 125Q: 3 clusters Score -1288345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1288346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1288347 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1288348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1288348.375000 Penalty: 4583.038086
	Iteration 129Q: 3 clusters Score -1288348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1288352.625000 Penalty: 4583.038086
	Iteration 130Q: 3 clusters Score -1288353 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1288355.375000 Penalty: 4583.038086
	Iteration 131Q: 3 clusters Score -1288355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1288357.750000 Penalty: 4583.038086
	Iteration 132Q: 3 clusters Score -1288358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1288359.875000 Penalty: 4583.038086
	Iteration 133Q: 3 clusters Score -1288360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1288360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1288364.375000 Penalty: 4583.038086
	Iteration 135Q: 3 clusters Score -1288364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1288366.875000 Penalty: 4583.038086
	Iteration 136Q: 3 clusters Score -1288367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1288370.750000 Penalty: 4583.038086
	Iteration 137Q: 3 clusters Score -1288371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1288370.750000 Penalty: 4583.038086
	Iteration 138Q: 3 clusters Score -1288371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1288373.375000 Penalty: 4583.038086
	Iteration 139Q: 3 clusters Score -1288373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1288374.625000 Penalty: 4583.038086
	Iteration 140F: 3 clusters Score -1288375 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1288376.375000 Penalty: 4583.038086
	Iteration 141Q: 3 clusters Score -1288376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1288376.625000 Penalty: 4583.038086
	Iteration 142Q: 3 clusters Score -1288377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1288376.125000 Penalty: 4583.038086
	Iteration 143Q: 3 clusters Score -1288376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1288376.125000 Penalty: 4583.038086
	Iteration 144F: 3 clusters Score -1288376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Entering Unmasked Estep 
Score: -2143020.750000 Penalty: 2417.113281
	Iteration 0F: 2 clusters Score -2143021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2130857.500000 Penalty: 4834.226562
	Iteration 0F: 3 clusters Score -2130858 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2134993.250000 Penalty: 4834.226562
	Iteration 1F: 3 clusters Score -2134993 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2135425.750000 Penalty: 4834.226562
	Iteration 2F: 3 clusters Score -2135426 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2135804.500000 Penalty: 4834.226562
	Iteration 3Q: 3 clusters Score -2135804 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2136217.500000 Penalty: 4834.226562
	Iteration 4Q: 3 clusters Score -2136218 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2136671.250000 Penalty: 4834.226562
	Iteration 5Q: 3 clusters Score -2136671 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2137170.000000 Penalty: 4834.226562
	Iteration 6Q: 3 clusters Score -2137170 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2137743.500000 Penalty: 4834.226562
	Iteration 7F: 3 clusters Score -2137744 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2138358.500000 Penalty: 4834.226562
	Iteration 8F: 3 clusters Score -2138358 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2138919.500000 Penalty: 4834.226562
	Iteration 9Q: 3 clusters Score -2138920 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2139355.000000 Penalty: 4834.226562
	Iteration 10Q: 3 clusters Score -2139355 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2139600.250000 Penalty: 4834.226562
	Iteration 11Q: 3 clusters Score -2139600 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2139753.250000 Penalty: 4834.226562
	Iteration 12Q: 3 clusters Score -2139753 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2139841.750000 Penalty: 4834.226562
	Iteration 13Q: 3 clusters Score -2139842 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2139922.000000 Penalty: 4834.226562
	Iteration 14Q: 3 clusters Score -2139922 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2139993.250000 Penalty: 4834.226562
	Iteration 15Q: 3 clusters Score -2139993 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2140047.000000 Penalty: 4834.226562
	Iteration 16Q: 3 clusters Score -2140047 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2140101.750000 Penalty: 4834.226562
	Iteration 17Q: 3 clusters Score -2140102 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2140152.750000 Penalty: 4834.226562
	Iteration 18Q: 3 clusters Score -2140153 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2140207.000000 Penalty: 4834.226562
	Iteration 19Q: 3 clusters Score -2140207 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2140260.750000 Penalty: 4834.226562
	Iteration 20F: 3 clusters Score -2140261 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2140320.750000 Penalty: 4834.226562
	Iteration 21Q: 3 clusters Score -2140321 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2140399.750000 Penalty: 4834.226562
	Iteration 22Q: 3 clusters Score -2140400 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2140497.750000 Penalty: 4834.226562
	Iteration 23Q: 3 clusters Score -2140498 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2140610.500000 Penalty: 4834.226562
	Iteration 24Q: 3 clusters Score -2140610 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2140699.750000 Penalty: 4834.226562
	Iteration 25Q: 3 clusters Score -2140700 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2140762.750000 Penalty: 4834.226562
	Iteration 26Q: 3 clusters Score -2140763 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2140844.750000 Penalty: 4834.226562
	Iteration 27Q: 3 clusters Score -2140845 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2140909.750000 Penalty: 4834.226562
	Iteration 28Q: 3 clusters Score -2140910 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2140964.750000 Penalty: 4834.226562
	Iteration 29Q: 3 clusters Score -2140965 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2141013.750000 Penalty: 4834.226562
	Iteration 30Q: 3 clusters Score -2141014 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2141057.500000 Penalty: 4834.226562
	Iteration 31Q: 3 clusters Score -2141058 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2141083.750000 Penalty: 4834.226562
	Iteration 32Q: 3 clusters Score -2141084 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2141122.500000 Penalty: 4834.226562
	Iteration 33Q: 3 clusters Score -2141122 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2141140.750000 Penalty: 4834.226562
	Iteration 34Q: 3 clusters Score -2141141 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2141151.750000 Penalty: 4834.226562
	Iteration 35Q: 3 clusters Score -2141152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2141158.500000 Penalty: 4834.226562
	Iteration 36Q: 3 clusters Score -2141158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2141172.000000 Penalty: 4834.226562
	Iteration 37Q: 3 clusters Score -2141172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2141182.500000 Penalty: 4834.226562
	Iteration 38Q: 3 clusters Score -2141182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2141184.750000 Penalty: 4834.226562
	Iteration 39Q: 3 clusters Score -2141185 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2141194.250000 Penalty: 4834.226562
	Iteration 40F: 3 clusters Score -2141194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2141202.500000 Penalty: 4834.226562
	Iteration 41Q: 3 clusters Score -2141202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2141211.250000 Penalty: 4834.226562
	Iteration 42Q: 3 clusters Score -2141211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2141220.500000 Penalty: 4834.226562
	Iteration 43Q: 3 clusters Score -2141220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2141220.750000 Penalty: 4834.226562
	Iteration 44Q: 3 clusters Score -2141221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2141227.250000 Penalty: 4834.226562
	Iteration 45Q: 3 clusters Score -2141227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2141228.750000 Penalty: 4834.226562
	Iteration 46Q: 3 clusters Score -2141229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2141230.500000 Penalty: 4834.226562
	Iteration 47Q: 3 clusters Score -2141230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2141239.250000 Penalty: 4834.226562
	Iteration 48Q: 3 clusters Score -2141239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2141238.750000 Penalty: 4834.226562
	Iteration 49Q: 3 clusters Score -2141239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2141238.750000 Penalty: 4834.226562
	Iteration 50Q: 3 clusters Score -2141239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2141246.000000 Penalty: 4834.226562
	Iteration 51Q: 3 clusters Score -2141246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2141247.500000 Penalty: 4834.226562
	Iteration 52Q: 3 clusters Score -2141248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2141249.000000 Penalty: 4834.226562
	Iteration 53Q: 3 clusters Score -2141249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2141251.250000 Penalty: 4834.226562
	Iteration 54Q: 3 clusters Score -2141251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2141257.750000 Penalty: 4834.226562
	Iteration 55Q: 3 clusters Score -2141258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2141262.750000 Penalty: 4834.226562
	Iteration 56Q: 3 clusters Score -2141263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2141260.000000 Penalty: 4834.226562
	Iteration 57Q: 3 clusters Score -2141260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2141264.750000 Penalty: 4834.226562
	Iteration 58Q: 3 clusters Score -2141265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2141263.750000 Penalty: 4834.226562
	Iteration 59Q: 3 clusters Score -2141264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2141268.750000 Penalty: 4834.226562
	Iteration 60F: 3 clusters Score -2141269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2141273.000000 Penalty: 4834.226562
	Iteration 61Q: 3 clusters Score -2141273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2141274.750000 Penalty: 4834.226562
	Iteration 62Q: 3 clusters Score -2141275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2141269.750000 Penalty: 4834.226562
	Iteration 63Q: 3 clusters Score -2141270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2141273.250000 Penalty: 4834.226562
	Iteration 64Q: 3 clusters Score -2141273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2141274.250000 Penalty: 4834.226562
	Iteration 65Q: 3 clusters Score -2141274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2141272.750000 Penalty: 4834.226562
	Iteration 66Q: 3 clusters Score -2141273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2141272.000000 Penalty: 4834.226562
	Iteration 67Q: 3 clusters Score -2141272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2141276.000000 Penalty: 4834.226562
	Iteration 68Q: 3 clusters Score -2141276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2141274.750000 Penalty: 4834.226562
	Iteration 69Q: 3 clusters Score -2141275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2141274.750000 Penalty: 4834.226562
	Iteration 70F: 3 clusters Score -2141275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (267197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267197 members 
Entering Unmasked Estep 
Score: -33157100.000000 Penalty: 3098.944092
	Iteration 0F: 2 clusters Score -3.31571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133522 members 
Mstep: Class 2 contains 133675 members 
Entering Unmasked Estep 
Score: -32986678.000000 Penalty: 6197.888184
	Iteration 0F: 3 clusters Score -3.298668e+07 nChanged 128983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128425 members 
Mstep: Class 2 contains 138772 members 
Entering Unmasked Estep 
Score: -33064440.000000 Penalty: 6197.888184
	Iteration 1F: 3 clusters Score -3.306444e+07 nChanged 10092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124827 members 
Mstep: Class 2 contains 142370 members 
Entering Unmasked Estep 
Score: -33068194.000000 Penalty: 6197.888184
	Iteration 2Q: 3 clusters Score -3.306819e+07 nChanged 13313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118930 members 
Mstep: Class 2 contains 148267 members 
Entering Unmasked Estep 
Score: -33075154.000000 Penalty: 6197.888184
	Iteration 3Q: 3 clusters Score -3.307515e+07 nChanged 17346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110062 members 
Mstep: Class 2 contains 157135 members 
Entering Unmasked Estep 
Score: -33086478.000000 Penalty: 6197.888184
	Iteration 4F: 3 clusters Score -3.308648e+07 nChanged 20992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97852 members 
Mstep: Class 2 contains 169345 members 
Entering Unmasked Estep 
Score: -33102356.000000 Penalty: 6197.888184
	Iteration 5F: 3 clusters Score -3.310236e+07 nChanged 22090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83526 members 
Mstep: Class 2 contains 183671 members 
Entering Unmasked Estep 
Score: -33122680.000000 Penalty: 6197.888184
	Iteration 6F: 3 clusters Score -3.312268e+07 nChanged 18749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70925 members 
Mstep: Class 2 contains 196272 members 
Entering Unmasked Estep 
Score: -33141978.000000 Penalty: 6197.888184
	Iteration 7F: 3 clusters Score -3.314198e+07 nChanged 12204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 204356 members 
Entering Unmasked Estep 
Score: -33150766.000000 Penalty: 6197.888184
	Iteration 8Q: 3 clusters Score -3.315077e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57009 members 
Mstep: Class 2 contains 210188 members 
Entering Unmasked Estep 
Score: -33152786.000000 Penalty: 6197.888184
	Iteration 9Q: 3 clusters Score -3.315279e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 215410 members 
Entering Unmasked Estep 
Score: -33153756.000000 Penalty: 6197.888184
	Iteration 10Q: 3 clusters Score -3.315376e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 220349 members 
Entering Unmasked Estep 
Score: -33154278.000000 Penalty: 6197.888184
	Iteration 11Q: 3 clusters Score -3.315428e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 225083 members 
Entering Unmasked Estep 
Score: -33154740.000000 Penalty: 6197.888184
	Iteration 12Q: 3 clusters Score -3.315474e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 229659 members 
Entering Unmasked Estep 
Score: -33155218.000000 Penalty: 6197.888184
	Iteration 13Q: 3 clusters Score -3.315522e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 234130 members 
Entering Unmasked Estep 
Score: -33155556.000000 Penalty: 6197.888184
	Iteration 14Q: 3 clusters Score -3.315556e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 238271 members 
Entering Unmasked Estep 
Score: -33155702.000000 Penalty: 6197.888184
	Iteration 15Q: 3 clusters Score -3.31557e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 242129 members 
Entering Unmasked Estep 
Score: -33155666.000000 Penalty: 6197.888184
	Iteration 16Q: 3 clusters Score -3.315567e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 245578 members 
Entering Unmasked Estep 
Score: -33155736.000000 Penalty: 6197.888184
	Iteration 17Q: 3 clusters Score -3.315574e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 248746 members 
Entering Unmasked Estep 
Score: -33155894.000000 Penalty: 6197.888184
	Iteration 18Q: 3 clusters Score -3.315589e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 251591 members 
Entering Unmasked Estep 
Score: -33155912.000000 Penalty: 6197.888184
	Iteration 19Q: 3 clusters Score -3.315591e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 254131 members 
Entering Unmasked Estep 
Score: -33156226.000000 Penalty: 6197.888184
	Iteration 20F: 3 clusters Score -3.315623e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 256230 members 
Entering Unmasked Estep 
Score: -33156326.000000 Penalty: 6197.888184
	Iteration 21Q: 3 clusters Score -3.315633e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 257957 members 
Entering Unmasked Estep 
Score: -33156394.000000 Penalty: 6197.888184
	Iteration 22Q: 3 clusters Score -3.315639e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 259388 members 
Entering Unmasked Estep 
Score: -33156174.000000 Penalty: 6197.888184
	Iteration 23Q: 3 clusters Score -3.315617e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 260474 members 
Entering Unmasked Estep 
Score: -33156254.000000 Penalty: 6197.888184
	Iteration 24Q: 3 clusters Score -3.315625e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 261384 members 
Entering Unmasked Estep 
Score: -33156230.000000 Penalty: 6197.888184
	Iteration 25Q: 3 clusters Score -3.315623e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 262079 members 
Entering Unmasked Estep 
Score: -33156168.000000 Penalty: 6197.888184
	Iteration 26Q: 3 clusters Score -3.315617e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 262648 members 
Entering Unmasked Estep 
Score: -33156116.000000 Penalty: 6197.888184
	Iteration 27Q: 3 clusters Score -3.315612e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 263099 members 
Entering Unmasked Estep 
Score: -33156094.000000 Penalty: 6197.888184
	Iteration 28Q: 3 clusters Score -3.315609e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 263479 members 
Entering Unmasked Estep 
Score: -33155964.000000 Penalty: 6197.888184
	Iteration 29Q: 3 clusters Score -3.315596e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 263806 members 
Entering Unmasked Estep 
Score: -33155932.000000 Penalty: 6197.888184
	Iteration 30Q: 3 clusters Score -3.315593e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 264081 members 
Entering Unmasked Estep 
Score: -33155940.000000 Penalty: 6197.888184
	Iteration 31Q: 3 clusters Score -3.315594e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 264317 members 
Entering Unmasked Estep 
Score: -33155938.000000 Penalty: 6197.888184
	Iteration 32Q: 3 clusters Score -3.315594e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 264518 members 
Entering Unmasked Estep 
Score: -33155862.000000 Penalty: 6197.888184
	Iteration 33Q: 3 clusters Score -3.315586e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 264671 members 
Entering Unmasked Estep 
Score: -33155850.000000 Penalty: 6197.888184
	Iteration 34Q: 3 clusters Score -3.315585e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 264799 members 
Entering Unmasked Estep 
Score: -33155862.000000 Penalty: 6197.888184
	Iteration 35Q: 3 clusters Score -3.315586e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 264901 members 
Entering Unmasked Estep 
Score: -33155846.000000 Penalty: 6197.888184
	Iteration 36Q: 3 clusters Score -3.315585e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 264985 members 
Entering Unmasked Estep 
Score: -33155854.000000 Penalty: 6197.888184
	Iteration 37Q: 3 clusters Score -3.315585e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 265066 members 
Entering Unmasked Estep 
Score: -33155826.000000 Penalty: 6197.888184
	Iteration 38Q: 3 clusters Score -3.315583e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 265130 members 
Entering Unmasked Estep 
Score: -33155846.000000 Penalty: 6197.888184
	Iteration 39Q: 3 clusters Score -3.315585e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 265190 members 
Entering Unmasked Estep 
Score: -33155858.000000 Penalty: 6197.888184
	Iteration 40F: 3 clusters Score -3.315586e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 265236 members 
Entering Unmasked Estep 
Score: -33155840.000000 Penalty: 6197.888184
	Iteration 41Q: 3 clusters Score -3.315584e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 265278 members 
Entering Unmasked Estep 
Score: -33155858.000000 Penalty: 6197.888184
	Iteration 42Q: 3 clusters Score -3.315586e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 265320 members 
Entering Unmasked Estep 
Score: -33155818.000000 Penalty: 6197.888184
	Iteration 43Q: 3 clusters Score -3.315582e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 265365 members 
Entering Unmasked Estep 
Score: -33155818.000000 Penalty: 6197.888184
	Iteration 44Q: 3 clusters Score -3.315582e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 265418 members 
Entering Unmasked Estep 
Score: -33155794.000000 Penalty: 6197.888184
	Iteration 45Q: 3 clusters Score -3.315579e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 265457 members 
Entering Unmasked Estep 
Score: -33155786.000000 Penalty: 6197.888184
	Iteration 46Q: 3 clusters Score -3.315579e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 265486 members 
Entering Unmasked Estep 
Score: -33155784.000000 Penalty: 6197.888184
	Iteration 47Q: 3 clusters Score -3.315578e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 265506 members 
Entering Unmasked Estep 
Score: -33155778.000000 Penalty: 6197.888184
	Iteration 48Q: 3 clusters Score -3.315578e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 265517 members 
Entering Unmasked Estep 
Score: -33155758.000000 Penalty: 6197.888184
	Iteration 49Q: 3 clusters Score -3.315576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 265523 members 
Entering Unmasked Estep 
Score: -33155768.000000 Penalty: 6197.888184
	Iteration 50Q: 3 clusters Score -3.315577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 265532 members 
Entering Unmasked Estep 
Score: -33155796.000000 Penalty: 6197.888184
	Iteration 51Q: 3 clusters Score -3.31558e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 265551 members 
Entering Unmasked Estep 
Score: -33155780.000000 Penalty: 6197.888184
	Iteration 52Q: 3 clusters Score -3.315578e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 265571 members 
Entering Unmasked Estep 
Score: -33155756.000000 Penalty: 6197.888184
	Iteration 53Q: 3 clusters Score -3.315576e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 265595 members 
Entering Unmasked Estep 
Score: -33155742.000000 Penalty: 6197.888184
	Iteration 54Q: 3 clusters Score -3.315574e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 265618 members 
Entering Unmasked Estep 
Score: -33155752.000000 Penalty: 6197.888184
	Iteration 55Q: 3 clusters Score -3.315575e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 265638 members 
Entering Unmasked Estep 
Score: -33155732.000000 Penalty: 6197.888184
	Iteration 56Q: 3 clusters Score -3.315573e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 265657 members 
Entering Unmasked Estep 
Score: -33155736.000000 Penalty: 6197.888184
	Iteration 57Q: 3 clusters Score -3.315574e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 265673 members 
Entering Unmasked Estep 
Score: -33155726.000000 Penalty: 6197.888184
	Iteration 58Q: 3 clusters Score -3.315573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 265683 members 
Entering Unmasked Estep 
Score: -33155730.000000 Penalty: 6197.888184
	Iteration 59Q: 3 clusters Score -3.315573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 265694 members 
Entering Unmasked Estep 
Score: -33155710.000000 Penalty: 6197.888184
	Iteration 60F: 3 clusters Score -3.315571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 265698 members 
Entering Unmasked Estep 
Score: -33155722.000000 Penalty: 6197.888184
	Iteration 61Q: 3 clusters Score -3.315572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 265701 members 
Entering Unmasked Estep 
Score: -33155722.000000 Penalty: 6197.888184
	Iteration 62Q: 3 clusters Score -3.315572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 265705 members 
Entering Unmasked Estep 
Score: -33155712.000000 Penalty: 6197.888184
	Iteration 63Q: 3 clusters Score -3.315571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 265708 members 
Entering Unmasked Estep 
Score: -33155732.000000 Penalty: 6197.888184
	Iteration 64Q: 3 clusters Score -3.315573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 265708 members 
Entering Unmasked Estep 
Score: -33155732.000000 Penalty: 6197.888184
	Iteration 65F: 3 clusters Score -3.315573e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Entering Unmasked Estep 
Score: -494217.312500 Penalty: 2070.613525
	Iteration 0F: 2 clusters Score -494217.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -490198.312500 Penalty: 4141.227051
	Iteration 0F: 3 clusters Score -490198.3 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -491141.500000 Penalty: 4141.227051
	Iteration 1F: 3 clusters Score -491141.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -491398.187500 Penalty: 4141.227051
	Iteration 2F: 3 clusters Score -491398.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -491565.062500 Penalty: 4141.227051
	Iteration 3F: 3 clusters Score -491565.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -491667.187500 Penalty: 4141.227051
	Iteration 4Q: 3 clusters Score -491667.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -491737.875000 Penalty: 4141.227051
	Iteration 5Q: 3 clusters Score -491737.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -491797.406250 Penalty: 4141.227051
	Iteration 6Q: 3 clusters Score -491797.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -491847.000000 Penalty: 4141.227051
	Iteration 7Q: 3 clusters Score -491847 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -491917.343750 Penalty: 4141.227051
	Iteration 8Q: 3 clusters Score -491917.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -491973.125000 Penalty: 4141.227051
	Iteration 9Q: 3 clusters Score -491973.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -492012.656250 Penalty: 4141.227051
	Iteration 10Q: 3 clusters Score -492012.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -492054.343750 Penalty: 4141.227051
	Iteration 11Q: 3 clusters Score -492054.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -492082.187500 Penalty: 4141.227051
	Iteration 12Q: 3 clusters Score -492082.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -492108.375000 Penalty: 4141.227051
	Iteration 13Q: 3 clusters Score -492108.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -492129.406250 Penalty: 4141.227051
	Iteration 14Q: 3 clusters Score -492129.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -492145.250000 Penalty: 4141.227051
	Iteration 15Q: 3 clusters Score -492145.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -492164.968750 Penalty: 4141.227051
	Iteration 16Q: 3 clusters Score -492165 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -492183.062500 Penalty: 4141.227051
	Iteration 17Q: 3 clusters Score -492183.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -492207.468750 Penalty: 4141.227051
	Iteration 18Q: 3 clusters Score -492207.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -492233.718750 Penalty: 4141.227051
	Iteration 19Q: 3 clusters Score -492233.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -492257.125000 Penalty: 4141.227051
	Iteration 20F: 3 clusters Score -492257.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -492281.500000 Penalty: 4141.227051
	Iteration 21Q: 3 clusters Score -492281.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -492306.781250 Penalty: 4141.227051
	Iteration 22Q: 3 clusters Score -492306.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -492332.218750 Penalty: 4141.227051
	Iteration 23Q: 3 clusters Score -492332.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -492356.906250 Penalty: 4141.227051
	Iteration 24Q: 3 clusters Score -492356.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -492381.718750 Penalty: 4141.227051
	Iteration 25Q: 3 clusters Score -492381.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -492410.343750 Penalty: 4141.227051
	Iteration 26Q: 3 clusters Score -492410.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -492440.625000 Penalty: 4141.227051
	Iteration 27Q: 3 clusters Score -492440.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -492468.531250 Penalty: 4141.227051
	Iteration 28Q: 3 clusters Score -492468.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -492493.625000 Penalty: 4141.227051
	Iteration 29Q: 3 clusters Score -492493.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -492514.343750 Penalty: 4141.227051
	Iteration 30Q: 3 clusters Score -492514.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -492538.187500 Penalty: 4141.227051
	Iteration 31Q: 3 clusters Score -492538.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -492558.406250 Penalty: 4141.227051
	Iteration 32Q: 3 clusters Score -492558.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -492573.812500 Penalty: 4141.227051
	Iteration 33Q: 3 clusters Score -492573.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -492586.250000 Penalty: 4141.227051
	Iteration 34Q: 3 clusters Score -492586.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -492595.437500 Penalty: 4141.227051
	Iteration 35Q: 3 clusters Score -492595.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -492607.312500 Penalty: 4141.227051
	Iteration 36Q: 3 clusters Score -492607.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -492616.218750 Penalty: 4141.227051
	Iteration 37Q: 3 clusters Score -492616.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -492623.031250 Penalty: 4141.227051
	Iteration 38Q: 3 clusters Score -492623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -492630.593750 Penalty: 4141.227051
	Iteration 39Q: 3 clusters Score -492630.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -492639.875000 Penalty: 4141.227051
	Iteration 40F: 3 clusters Score -492639.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -492647.625000 Penalty: 4141.227051
	Iteration 41Q: 3 clusters Score -492647.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -492655.218750 Penalty: 4141.227051
	Iteration 42Q: 3 clusters Score -492655.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -492662.187500 Penalty: 4141.227051
	Iteration 43Q: 3 clusters Score -492662.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -492670.031250 Penalty: 4141.227051
	Iteration 44Q: 3 clusters Score -492670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -492674.906250 Penalty: 4141.227051
	Iteration 45Q: 3 clusters Score -492674.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -492678.406250 Penalty: 4141.227051
	Iteration 46Q: 3 clusters Score -492678.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -492682.375000 Penalty: 4141.227051
	Iteration 47Q: 3 clusters Score -492682.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -492686.625000 Penalty: 4141.227051
	Iteration 48Q: 3 clusters Score -492686.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -492691.500000 Penalty: 4141.227051
	Iteration 49Q: 3 clusters Score -492691.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -492695.375000 Penalty: 4141.227051
	Iteration 50Q: 3 clusters Score -492695.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -492697.468750 Penalty: 4141.227051
	Iteration 51Q: 3 clusters Score -492697.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -492699.937500 Penalty: 4141.227051
	Iteration 52Q: 3 clusters Score -492699.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -492708.125000 Penalty: 4141.227051
	Iteration 53Q: 3 clusters Score -492708.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -492713.031250 Penalty: 4141.227051
	Iteration 54Q: 3 clusters Score -492713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -492719.875000 Penalty: 4141.227051
	Iteration 55Q: 3 clusters Score -492719.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -492724.906250 Penalty: 4141.227051
	Iteration 56Q: 3 clusters Score -492724.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -492730.937500 Penalty: 4141.227051
	Iteration 57Q: 3 clusters Score -492730.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -492733.250000 Penalty: 4141.227051
	Iteration 58Q: 3 clusters Score -492733.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -492736.218750 Penalty: 4141.227051
	Iteration 59Q: 3 clusters Score -492736.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -492737.718750 Penalty: 4141.227051
	Iteration 60F: 3 clusters Score -492737.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -492738.812500 Penalty: 4141.227051
	Iteration 61Q: 3 clusters Score -492738.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -492739.968750 Penalty: 4141.227051
	Iteration 62Q: 3 clusters Score -492740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -492740.562500 Penalty: 4141.227051
	Iteration 63Q: 3 clusters Score -492740.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -492741.312500 Penalty: 4141.227051
	Iteration 64Q: 3 clusters Score -492741.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -492741.093750 Penalty: 4141.227051
	Iteration 65Q: 3 clusters Score -492741.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -492741.656250 Penalty: 4141.227051
	Iteration 66Q: 3 clusters Score -492741.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -492743.406250 Penalty: 4141.227051
	Iteration 67Q: 3 clusters Score -492743.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -492743.906250 Penalty: 4141.227051
	Iteration 68Q: 3 clusters Score -492743.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -492745.531250 Penalty: 4141.227051
	Iteration 69Q: 3 clusters Score -492745.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -492747.781250 Penalty: 4141.227051
	Iteration 70Q: 3 clusters Score -492747.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -492749.531250 Penalty: 4141.227051
	Iteration 71Q: 3 clusters Score -492749.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -492752.968750 Penalty: 4141.227051
	Iteration 72Q: 3 clusters Score -492753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -492758.156250 Penalty: 4141.227051
	Iteration 73Q: 3 clusters Score -492758.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -492761.031250 Penalty: 4141.227051
	Iteration 74Q: 3 clusters Score -492761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -492762.125000 Penalty: 4141.227051
	Iteration 75Q: 3 clusters Score -492762.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -492763.562500 Penalty: 4141.227051
	Iteration 76Q: 3 clusters Score -492763.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -492765.125000 Penalty: 4141.227051
	Iteration 77Q: 3 clusters Score -492765.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -492766.437500 Penalty: 4141.227051
	Iteration 78Q: 3 clusters Score -492766.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -492766.656250 Penalty: 4141.227051
	Iteration 79Q: 3 clusters Score -492766.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -492766.656250 Penalty: 4141.227051
	Iteration 80F: 3 clusters Score -492766.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Entering Unmasked Estep 
Score: -1252277.000000 Penalty: 2295.554932
	Iteration 0F: 2 clusters Score -1252277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1244302.750000 Penalty: 4591.109863
	Iteration 0F: 3 clusters Score -1244303 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1246746.375000 Penalty: 4591.109863
	Iteration 1F: 3 clusters Score -1246746 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1247196.000000 Penalty: 4591.109863
	Iteration 2F: 3 clusters Score -1247196 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1247654.125000 Penalty: 4591.109863
	Iteration 3F: 3 clusters Score -1247654 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1248120.875000 Penalty: 4591.109863
	Iteration 4F: 3 clusters Score -1248121 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1248606.250000 Penalty: 4591.109863
	Iteration 5F: 3 clusters Score -1248606 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1249011.375000 Penalty: 4591.109863
	Iteration 6F: 3 clusters Score -1249011 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1249369.875000 Penalty: 4591.109863
	Iteration 7Q: 3 clusters Score -1249370 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1249700.000000 Penalty: 4591.109863
	Iteration 8Q: 3 clusters Score -1249700 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1249993.625000 Penalty: 4591.109863
	Iteration 9Q: 3 clusters Score -1249994 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1250244.250000 Penalty: 4591.109863
	Iteration 10Q: 3 clusters Score -1250244 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1250470.000000 Penalty: 4591.109863
	Iteration 11Q: 3 clusters Score -1250470 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1250673.375000 Penalty: 4591.109863
	Iteration 12Q: 3 clusters Score -1250673 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1250834.375000 Penalty: 4591.109863
	Iteration 13Q: 3 clusters Score -1250834 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1250967.625000 Penalty: 4591.109863
	Iteration 14Q: 3 clusters Score -1250968 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1251053.375000 Penalty: 4591.109863
	Iteration 15Q: 3 clusters Score -1251053 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1251129.500000 Penalty: 4591.109863
	Iteration 16Q: 3 clusters Score -1251130 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1251186.625000 Penalty: 4591.109863
	Iteration 17Q: 3 clusters Score -1251187 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1251226.625000 Penalty: 4591.109863
	Iteration 18Q: 3 clusters Score -1251227 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1251267.625000 Penalty: 4591.109863
	Iteration 19Q: 3 clusters Score -1251268 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1251306.250000 Penalty: 4591.109863
	Iteration 20F: 3 clusters Score -1251306 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1251347.625000 Penalty: 4591.109863
	Iteration 21Q: 3 clusters Score -1251348 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1251376.125000 Penalty: 4591.109863
	Iteration 22Q: 3 clusters Score -1251376 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1251411.500000 Penalty: 4591.109863
	Iteration 23Q: 3 clusters Score -1251412 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1251433.375000 Penalty: 4591.109863
	Iteration 24Q: 3 clusters Score -1251433 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1251455.125000 Penalty: 4591.109863
	Iteration 25Q: 3 clusters Score -1251455 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1251471.375000 Penalty: 4591.109863
	Iteration 26Q: 3 clusters Score -1251471 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1251491.375000 Penalty: 4591.109863
	Iteration 27Q: 3 clusters Score -1251491 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1251502.500000 Penalty: 4591.109863
	Iteration 28Q: 3 clusters Score -1251502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1251514.000000 Penalty: 4591.109863
	Iteration 29Q: 3 clusters Score -1251514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1251518.125000 Penalty: 4591.109863
	Iteration 30Q: 3 clusters Score -1251518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1251524.750000 Penalty: 4591.109863
	Iteration 31Q: 3 clusters Score -1251525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1251529.500000 Penalty: 4591.109863
	Iteration 32Q: 3 clusters Score -1251530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1251536.500000 Penalty: 4591.109863
	Iteration 33Q: 3 clusters Score -1251536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1251545.125000 Penalty: 4591.109863
	Iteration 34Q: 3 clusters Score -1251545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1251559.500000 Penalty: 4591.109863
	Iteration 35Q: 3 clusters Score -1251560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1251566.750000 Penalty: 4591.109863
	Iteration 36Q: 3 clusters Score -1251567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1251571.750000 Penalty: 4591.109863
	Iteration 37Q: 3 clusters Score -1251572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1251576.375000 Penalty: 4591.109863
	Iteration 38Q: 3 clusters Score -1251576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1251581.750000 Penalty: 4591.109863
	Iteration 39Q: 3 clusters Score -1251582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1251582.500000 Penalty: 4591.109863
	Iteration 40F: 3 clusters Score -1251582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1251585.000000 Penalty: 4591.109863
	Iteration 41Q: 3 clusters Score -1251585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1251584.750000 Penalty: 4591.109863
	Iteration 42Q: 3 clusters Score -1251585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1251585.125000 Penalty: 4591.109863
	Iteration 43Q: 3 clusters Score -1251585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1251583.000000 Penalty: 4591.109863
	Iteration 44Q: 3 clusters Score -1251583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1251584.875000 Penalty: 4591.109863
	Iteration 45Q: 3 clusters Score -1251585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1251584.875000 Penalty: 4591.109863
	Iteration 46F: 3 clusters Score -1251585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56102 members 
Entering Unmasked Estep 
Score: -7050335.000000 Penalty: 2711.861816
	Iteration 0F: 2 clusters Score -7050335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -7012539.500000 Penalty: 5423.723633
	Iteration 0F: 3 clusters Score -7012540 nChanged 25989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -7026967.500000 Penalty: 5423.723633
	Iteration 1F: 3 clusters Score -7026968 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -7027532.000000 Penalty: 5423.723633
	Iteration 2Q: 3 clusters Score -7027532 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -7028042.000000 Penalty: 5423.723633
	Iteration 3Q: 3 clusters Score -7028042 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -7028600.000000 Penalty: 5423.723633
	Iteration 4Q: 3 clusters Score -7028600 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -7029281.500000 Penalty: 5423.723633
	Iteration 5Q: 3 clusters Score -7029282 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -7030231.500000 Penalty: 5423.723633
	Iteration 6Q: 3 clusters Score -7030232 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -7031450.500000 Penalty: 5423.723633
	Iteration 7Q: 3 clusters Score -7031450 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -7032955.000000 Penalty: 5423.723633
	Iteration 8Q: 3 clusters Score -7032955 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -7034799.000000 Penalty: 5423.723633
	Iteration 9F: 3 clusters Score -7034799 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -7036657.500000 Penalty: 5423.723633
	Iteration 10F: 3 clusters Score -7036658 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -7038468.500000 Penalty: 5423.723633
	Iteration 11F: 3 clusters Score -7038468 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -7040009.500000 Penalty: 5423.723633
	Iteration 12Q: 3 clusters Score -7040010 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -7040964.000000 Penalty: 5423.723633
	Iteration 13Q: 3 clusters Score -7040964 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -7041480.500000 Penalty: 5423.723633
	Iteration 14Q: 3 clusters Score -7041480 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -7041777.000000 Penalty: 5423.723633
	Iteration 15Q: 3 clusters Score -7041777 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -7041914.000000 Penalty: 5423.723633
	Iteration 16Q: 3 clusters Score -7041914 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -7041993.000000 Penalty: 5423.723633
	Iteration 17Q: 3 clusters Score -7041993 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -7042063.500000 Penalty: 5423.723633
	Iteration 18Q: 3 clusters Score -7042064 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -7042147.500000 Penalty: 5423.723633
	Iteration 19Q: 3 clusters Score -7042148 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -7042198.500000 Penalty: 5423.723633
	Iteration 20F: 3 clusters Score -7042198 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -7042286.000000 Penalty: 5423.723633
	Iteration 21Q: 3 clusters Score -7042286 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -7042387.000000 Penalty: 5423.723633
	Iteration 22Q: 3 clusters Score -7042387 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -7042460.500000 Penalty: 5423.723633
	Iteration 23Q: 3 clusters Score -7042460 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -7042549.000000 Penalty: 5423.723633
	Iteration 24Q: 3 clusters Score -7042549 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -7042620.000000 Penalty: 5423.723633
	Iteration 25Q: 3 clusters Score -7042620 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -7042705.000000 Penalty: 5423.723633
	Iteration 26Q: 3 clusters Score -7042705 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -7042750.500000 Penalty: 5423.723633
	Iteration 27Q: 3 clusters Score -7042750 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -7042853.500000 Penalty: 5423.723633
	Iteration 28Q: 3 clusters Score -7042854 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -7042960.000000 Penalty: 5423.723633
	Iteration 29Q: 3 clusters Score -7042960 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -7043096.000000 Penalty: 5423.723633
	Iteration 30Q: 3 clusters Score -7043096 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -7043202.500000 Penalty: 5423.723633
	Iteration 31Q: 3 clusters Score -7043202 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -7043321.500000 Penalty: 5423.723633
	Iteration 32Q: 3 clusters Score -7043322 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -7043461.500000 Penalty: 5423.723633
	Iteration 33Q: 3 clusters Score -7043462 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -7043604.500000 Penalty: 5423.723633
	Iteration 34Q: 3 clusters Score -7043604 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -7043776.000000 Penalty: 5423.723633
	Iteration 35Q: 3 clusters Score -7043776 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -7043957.500000 Penalty: 5423.723633
	Iteration 36Q: 3 clusters Score -7043958 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -7044181.500000 Penalty: 5423.723633
	Iteration 37Q: 3 clusters Score -7044182 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -7044407.000000 Penalty: 5423.723633
	Iteration 38Q: 3 clusters Score -7044407 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -7044630.500000 Penalty: 5423.723633
	Iteration 39Q: 3 clusters Score -7044630 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -7044861.500000 Penalty: 5423.723633
	Iteration 40F: 3 clusters Score -7044862 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -7045080.500000 Penalty: 5423.723633
	Iteration 41Q: 3 clusters Score -7045080 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -7045330.500000 Penalty: 5423.723633
	Iteration 42Q: 3 clusters Score -7045330 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -7045610.500000 Penalty: 5423.723633
	Iteration 43Q: 3 clusters Score -7045610 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49618 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -7045804.000000 Penalty: 5423.723633
	Iteration 44Q: 3 clusters Score -7045804 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -7046040.500000 Penalty: 5423.723633
	Iteration 45Q: 3 clusters Score -7046040 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -7046286.000000 Penalty: 5423.723633
	Iteration 46Q: 3 clusters Score -7046286 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -7046531.000000 Penalty: 5423.723633
	Iteration 47Q: 3 clusters Score -7046531 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51869 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -7046711.500000 Penalty: 5423.723633
	Iteration 48Q: 3 clusters Score -7046712 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -7046886.000000 Penalty: 5423.723633
	Iteration 49Q: 3 clusters Score -7046886 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -7047034.500000 Penalty: 5423.723633
	Iteration 50Q: 3 clusters Score -7047034 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -7047160.500000 Penalty: 5423.723633
	Iteration 51Q: 3 clusters Score -7047160 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -7047260.500000 Penalty: 5423.723633
	Iteration 52Q: 3 clusters Score -7047260 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -7047370.500000 Penalty: 5423.723633
	Iteration 53Q: 3 clusters Score -7047370 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -7047489.000000 Penalty: 5423.723633
	Iteration 54Q: 3 clusters Score -7047489 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53958 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -7047563.000000 Penalty: 5423.723633
	Iteration 55Q: 3 clusters Score -7047563 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54118 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -7047641.000000 Penalty: 5423.723633
	Iteration 56Q: 3 clusters Score -7047641 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -7047705.000000 Penalty: 5423.723633
	Iteration 57Q: 3 clusters Score -7047705 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -7047737.000000 Penalty: 5423.723633
	Iteration 58Q: 3 clusters Score -7047737 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -7047795.000000 Penalty: 5423.723633
	Iteration 59Q: 3 clusters Score -7047795 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7047818.500000 Penalty: 5423.723633
	Iteration 60F: 3 clusters Score -7047818 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7047848.500000 Penalty: 5423.723633
	Iteration 61Q: 3 clusters Score -7047848 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -7047876.500000 Penalty: 5423.723633
	Iteration 62Q: 3 clusters Score -7047876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -7047885.500000 Penalty: 5423.723633
	Iteration 63Q: 3 clusters Score -7047886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54766 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -7047911.000000 Penalty: 5423.723633
	Iteration 64Q: 3 clusters Score -7047911 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -7047920.500000 Penalty: 5423.723633
	Iteration 65Q: 3 clusters Score -7047920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -7047927.000000 Penalty: 5423.723633
	Iteration 66Q: 3 clusters Score -7047927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54838 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -7047924.000000 Penalty: 5423.723633
	Iteration 67Q: 3 clusters Score -7047924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -7047935.000000 Penalty: 5423.723633
	Iteration 68Q: 3 clusters Score -7047935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54882 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -7047948.000000 Penalty: 5423.723633
	Iteration 69Q: 3 clusters Score -7047948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54910 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7047959.500000 Penalty: 5423.723633
	Iteration 70Q: 3 clusters Score -7047960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7047972.500000 Penalty: 5423.723633
	Iteration 71Q: 3 clusters Score -7047972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -7047975.000000 Penalty: 5423.723633
	Iteration 72Q: 3 clusters Score -7047975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54983 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7047988.500000 Penalty: 5423.723633
	Iteration 73Q: 3 clusters Score -7047988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7047988.000000 Penalty: 5423.723633
	Iteration 74Q: 3 clusters Score -7047988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7047995.500000 Penalty: 5423.723633
	Iteration 75Q: 3 clusters Score -7047996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7048009.000000 Penalty: 5423.723633
	Iteration 76Q: 3 clusters Score -7048009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7048009.500000 Penalty: 5423.723633
	Iteration 77Q: 3 clusters Score -7048010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55082 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7048025.500000 Penalty: 5423.723633
	Iteration 78Q: 3 clusters Score -7048026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7048034.500000 Penalty: 5423.723633
	Iteration 79Q: 3 clusters Score -7048034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55107 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7048042.500000 Penalty: 5423.723633
	Iteration 80F: 3 clusters Score -7048042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7048047.000000 Penalty: 5423.723633
	Iteration 81Q: 3 clusters Score -7048047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55118 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7048043.500000 Penalty: 5423.723633
	Iteration 82Q: 3 clusters Score -7048044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7048044.500000 Penalty: 5423.723633
	Iteration 83Q: 3 clusters Score -7048044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55127 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7048049.000000 Penalty: 5423.723633
	Iteration 84Q: 3 clusters Score -7048049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7048059.000000 Penalty: 5423.723633
	Iteration 85Q: 3 clusters Score -7048059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55133 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7048056.000000 Penalty: 5423.723633
	Iteration 86Q: 3 clusters Score -7048056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7048063.500000 Penalty: 5423.723633
	Iteration 87Q: 3 clusters Score -7048064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7048061.500000 Penalty: 5423.723633
	Iteration 88Q: 3 clusters Score -7048062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55137 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -7048061.500000 Penalty: 5423.723633
	Iteration 89Q: 3 clusters Score -7048062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55139 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7048061.500000 Penalty: 5423.723633
	Iteration 90Q: 3 clusters Score -7048062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55140 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -7048062.500000 Penalty: 5423.723633
	Iteration 91Q: 3 clusters Score -7048062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55140 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -7048062.500000 Penalty: 5423.723633
	Iteration 92F: 3 clusters Score -7048062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Entering Unmasked Estep 
Score: -2464542.500000 Penalty: 2458.544922
	Iteration 0F: 2 clusters Score -2464542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2450211.750000 Penalty: 4917.089844
	Iteration 0F: 3 clusters Score -2450212 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2455013.750000 Penalty: 4917.089844
	Iteration 1F: 3 clusters Score -2455014 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2455459.000000 Penalty: 4917.089844
	Iteration 2F: 3 clusters Score -2455459 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2455883.000000 Penalty: 4917.089844
	Iteration 3F: 3 clusters Score -2455883 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2456272.750000 Penalty: 4917.089844
	Iteration 4Q: 3 clusters Score -2456273 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2456644.500000 Penalty: 4917.089844
	Iteration 5Q: 3 clusters Score -2456644 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2456994.250000 Penalty: 4917.089844
	Iteration 6Q: 3 clusters Score -2456994 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2457323.000000 Penalty: 4917.089844
	Iteration 7Q: 3 clusters Score -2457323 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2457678.750000 Penalty: 4917.089844
	Iteration 8Q: 3 clusters Score -2457679 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2458060.000000 Penalty: 4917.089844
	Iteration 9Q: 3 clusters Score -2458060 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2458470.750000 Penalty: 4917.089844
	Iteration 10Q: 3 clusters Score -2458471 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2458866.750000 Penalty: 4917.089844
	Iteration 11Q: 3 clusters Score -2458867 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2459284.250000 Penalty: 4917.089844
	Iteration 12Q: 3 clusters Score -2459284 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2459710.500000 Penalty: 4917.089844
	Iteration 13Q: 3 clusters Score -2459710 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2460127.250000 Penalty: 4917.089844
	Iteration 14Q: 3 clusters Score -2460127 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2460497.750000 Penalty: 4917.089844
	Iteration 15Q: 3 clusters Score -2460498 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2460808.000000 Penalty: 4917.089844
	Iteration 16Q: 3 clusters Score -2460808 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2461036.250000 Penalty: 4917.089844
	Iteration 17Q: 3 clusters Score -2461036 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2461210.750000 Penalty: 4917.089844
	Iteration 18Q: 3 clusters Score -2461211 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2461325.500000 Penalty: 4917.089844
	Iteration 19Q: 3 clusters Score -2461326 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2461424.250000 Penalty: 4917.089844
	Iteration 20F: 3 clusters Score -2461424 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2461508.750000 Penalty: 4917.089844
	Iteration 21Q: 3 clusters Score -2461509 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -2461581.500000 Penalty: 4917.089844
	Iteration 22Q: 3 clusters Score -2461582 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2461650.250000 Penalty: 4917.089844
	Iteration 23Q: 3 clusters Score -2461650 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2461703.000000 Penalty: 4917.089844
	Iteration 24Q: 3 clusters Score -2461703 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2461745.500000 Penalty: 4917.089844
	Iteration 25Q: 3 clusters Score -2461746 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2461775.500000 Penalty: 4917.089844
	Iteration 26Q: 3 clusters Score -2461776 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2461813.250000 Penalty: 4917.089844
	Iteration 27Q: 3 clusters Score -2461813 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2461847.750000 Penalty: 4917.089844
	Iteration 28Q: 3 clusters Score -2461848 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2461876.500000 Penalty: 4917.089844
	Iteration 29Q: 3 clusters Score -2461876 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2461927.250000 Penalty: 4917.089844
	Iteration 30Q: 3 clusters Score -2461927 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2461959.000000 Penalty: 4917.089844
	Iteration 31Q: 3 clusters Score -2461959 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2461990.250000 Penalty: 4917.089844
	Iteration 32Q: 3 clusters Score -2461990 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2462024.250000 Penalty: 4917.089844
	Iteration 33Q: 3 clusters Score -2462024 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2462049.750000 Penalty: 4917.089844
	Iteration 34Q: 3 clusters Score -2462050 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2462070.250000 Penalty: 4917.089844
	Iteration 35Q: 3 clusters Score -2462070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2462100.250000 Penalty: 4917.089844
	Iteration 36Q: 3 clusters Score -2462100 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2462115.500000 Penalty: 4917.089844
	Iteration 37Q: 3 clusters Score -2462116 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2462138.250000 Penalty: 4917.089844
	Iteration 38Q: 3 clusters Score -2462138 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2462148.250000 Penalty: 4917.089844
	Iteration 39Q: 3 clusters Score -2462148 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2462155.000000 Penalty: 4917.089844
	Iteration 40F: 3 clusters Score -2462155 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2462157.500000 Penalty: 4917.089844
	Iteration 41Q: 3 clusters Score -2462158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2462170.000000 Penalty: 4917.089844
	Iteration 42Q: 3 clusters Score -2462170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2462173.000000 Penalty: 4917.089844
	Iteration 43Q: 3 clusters Score -2462173 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2462180.250000 Penalty: 4917.089844
	Iteration 44Q: 3 clusters Score -2462180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2462195.750000 Penalty: 4917.089844
	Iteration 45Q: 3 clusters Score -2462196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2462198.750000 Penalty: 4917.089844
	Iteration 46Q: 3 clusters Score -2462199 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2462215.750000 Penalty: 4917.089844
	Iteration 47Q: 3 clusters Score -2462216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2462226.000000 Penalty: 4917.089844
	Iteration 48Q: 3 clusters Score -2462226 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2462245.250000 Penalty: 4917.089844
	Iteration 49Q: 3 clusters Score -2462245 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2462259.750000 Penalty: 4917.089844
	Iteration 50Q: 3 clusters Score -2462260 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2462271.000000 Penalty: 4917.089844
	Iteration 51Q: 3 clusters Score -2462271 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2462277.000000 Penalty: 4917.089844
	Iteration 52Q: 3 clusters Score -2462277 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2462294.750000 Penalty: 4917.089844
	Iteration 53Q: 3 clusters Score -2462295 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2462304.500000 Penalty: 4917.089844
	Iteration 54Q: 3 clusters Score -2462304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2462311.000000 Penalty: 4917.089844
	Iteration 55Q: 3 clusters Score -2462311 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2462315.750000 Penalty: 4917.089844
	Iteration 56Q: 3 clusters Score -2462316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2462319.000000 Penalty: 4917.089844
	Iteration 57Q: 3 clusters Score -2462319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2462322.250000 Penalty: 4917.089844
	Iteration 58Q: 3 clusters Score -2462322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2462324.000000 Penalty: 4917.089844
	Iteration 59Q: 3 clusters Score -2462324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2462336.500000 Penalty: 4917.089844
	Iteration 60F: 3 clusters Score -2462336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2462341.000000 Penalty: 4917.089844
	Iteration 61Q: 3 clusters Score -2462341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2462341.250000 Penalty: 4917.089844
	Iteration 62Q: 3 clusters Score -2462341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2462344.750000 Penalty: 4917.089844
	Iteration 63Q: 3 clusters Score -2462345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2462350.250000 Penalty: 4917.089844
	Iteration 64Q: 3 clusters Score -2462350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2462347.500000 Penalty: 4917.089844
	Iteration 65Q: 3 clusters Score -2462348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2462349.000000 Penalty: 4917.089844
	Iteration 66Q: 3 clusters Score -2462349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2462353.000000 Penalty: 4917.089844
	Iteration 67Q: 3 clusters Score -2462353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2462355.250000 Penalty: 4917.089844
	Iteration 68Q: 3 clusters Score -2462355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2462364.750000 Penalty: 4917.089844
	Iteration 69Q: 3 clusters Score -2462365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2462363.250000 Penalty: 4917.089844
	Iteration 70Q: 3 clusters Score -2462363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2462365.750000 Penalty: 4917.089844
	Iteration 71Q: 3 clusters Score -2462366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2462365.250000 Penalty: 4917.089844
	Iteration 72Q: 3 clusters Score -2462365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2462363.750000 Penalty: 4917.089844
	Iteration 73Q: 3 clusters Score -2462364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2462369.750000 Penalty: 4917.089844
	Iteration 74Q: 3 clusters Score -2462370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2462371.500000 Penalty: 4917.089844
	Iteration 75Q: 3 clusters Score -2462372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2462374.000000 Penalty: 4917.089844
	Iteration 76Q: 3 clusters Score -2462374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2462375.000000 Penalty: 4917.089844
	Iteration 77Q: 3 clusters Score -2462375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2462379.750000 Penalty: 4917.089844
	Iteration 78Q: 3 clusters Score -2462380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2462382.500000 Penalty: 4917.089844
	Iteration 79Q: 3 clusters Score -2462382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2462386.250000 Penalty: 4917.089844
	Iteration 80F: 3 clusters Score -2462386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2462389.750000 Penalty: 4917.089844
	Iteration 81Q: 3 clusters Score -2462390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2462388.000000 Penalty: 4917.089844
	Iteration 82Q: 3 clusters Score -2462388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2462389.750000 Penalty: 4917.089844
	Iteration 83Q: 3 clusters Score -2462390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2462386.750000 Penalty: 4917.089844
	Iteration 84Q: 3 clusters Score -2462387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2462386.750000 Penalty: 4917.089844
	Iteration 85F: 3 clusters Score -2462387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Entering Unmasked Estep 
Score: -2731186.500000 Penalty: 2486.155518
	Iteration 0F: 2 clusters Score -2731186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2715407.750000 Penalty: 4972.311035
	Iteration 0F: 3 clusters Score -2715408 nChanged 10001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2720919.000000 Penalty: 4972.311035
	Iteration 1F: 3 clusters Score -2720919 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2721511.000000 Penalty: 4972.311035
	Iteration 2F: 3 clusters Score -2721511 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2722147.250000 Penalty: 4972.311035
	Iteration 3F: 3 clusters Score -2722147 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2722816.000000 Penalty: 4972.311035
	Iteration 4F: 3 clusters Score -2722816 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2723456.250000 Penalty: 4972.311035
	Iteration 5F: 3 clusters Score -2723456 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2724076.500000 Penalty: 4972.311035
	Iteration 6F: 3 clusters Score -2724076 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2724646.750000 Penalty: 4972.311035
	Iteration 7Q: 3 clusters Score -2724647 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2725203.000000 Penalty: 4972.311035
	Iteration 8Q: 3 clusters Score -2725203 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2725702.250000 Penalty: 4972.311035
	Iteration 9Q: 3 clusters Score -2725702 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2726248.000000 Penalty: 4972.311035
	Iteration 10Q: 3 clusters Score -2726248 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2726783.250000 Penalty: 4972.311035
	Iteration 11Q: 3 clusters Score -2726783 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2727321.250000 Penalty: 4972.311035
	Iteration 12Q: 3 clusters Score -2727321 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2727729.000000 Penalty: 4972.311035
	Iteration 13Q: 3 clusters Score -2727729 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2728084.250000 Penalty: 4972.311035
	Iteration 14Q: 3 clusters Score -2728084 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -2728362.750000 Penalty: 4972.311035
	Iteration 15Q: 3 clusters Score -2728363 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2728620.000000 Penalty: 4972.311035
	Iteration 16Q: 3 clusters Score -2728620 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2728823.250000 Penalty: 4972.311035
	Iteration 17Q: 3 clusters Score -2728823 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2728940.000000 Penalty: 4972.311035
	Iteration 18Q: 3 clusters Score -2728940 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -2729035.750000 Penalty: 4972.311035
	Iteration 19Q: 3 clusters Score -2729036 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2729108.500000 Penalty: 4972.311035
	Iteration 20F: 3 clusters Score -2729108 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2729164.000000 Penalty: 4972.311035
	Iteration 21Q: 3 clusters Score -2729164 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2729197.500000 Penalty: 4972.311035
	Iteration 22Q: 3 clusters Score -2729198 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2729232.500000 Penalty: 4972.311035
	Iteration 23Q: 3 clusters Score -2729232 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -2729264.500000 Penalty: 4972.311035
	Iteration 24Q: 3 clusters Score -2729264 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2729280.250000 Penalty: 4972.311035
	Iteration 25Q: 3 clusters Score -2729280 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -2729307.000000 Penalty: 4972.311035
	Iteration 26Q: 3 clusters Score -2729307 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -2729347.000000 Penalty: 4972.311035
	Iteration 27Q: 3 clusters Score -2729347 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2729358.750000 Penalty: 4972.311035
	Iteration 28Q: 3 clusters Score -2729359 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2729375.750000 Penalty: 4972.311035
	Iteration 29Q: 3 clusters Score -2729376 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2729406.750000 Penalty: 4972.311035
	Iteration 30Q: 3 clusters Score -2729407 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -2729417.250000 Penalty: 4972.311035
	Iteration 31Q: 3 clusters Score -2729417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2729429.500000 Penalty: 4972.311035
	Iteration 32Q: 3 clusters Score -2729430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -2729439.750000 Penalty: 4972.311035
	Iteration 33Q: 3 clusters Score -2729440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -2729454.000000 Penalty: 4972.311035
	Iteration 34Q: 3 clusters Score -2729454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -2729459.500000 Penalty: 4972.311035
	Iteration 35Q: 3 clusters Score -2729460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2729462.000000 Penalty: 4972.311035
	Iteration 36Q: 3 clusters Score -2729462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -2729464.750000 Penalty: 4972.311035
	Iteration 37Q: 3 clusters Score -2729465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -2729470.000000 Penalty: 4972.311035
	Iteration 38Q: 3 clusters Score -2729470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2729465.500000 Penalty: 4972.311035
	Iteration 39Q: 3 clusters Score -2729466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2729465.000000 Penalty: 4972.311035
	Iteration 40F: 3 clusters Score -2729465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Entering Unmasked Estep 
Score: -3151657.500000 Penalty: 2542.267090
	Iteration 0F: 2 clusters Score -3151658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -3132151.000000 Penalty: 5084.534180
	Iteration 0F: 3 clusters Score -3132151 nChanged 12680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -3139121.500000 Penalty: 5084.534180
	Iteration 1F: 3 clusters Score -3139122 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -3139650.750000 Penalty: 5084.534180
	Iteration 2F: 3 clusters Score -3139651 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -3140143.250000 Penalty: 5084.534180
	Iteration 3Q: 3 clusters Score -3140143 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -3140630.000000 Penalty: 5084.534180
	Iteration 4Q: 3 clusters Score -3140630 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -3141083.250000 Penalty: 5084.534180
	Iteration 5Q: 3 clusters Score -3141083 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -3141540.750000 Penalty: 5084.534180
	Iteration 6Q: 3 clusters Score -3141541 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -3142020.250000 Penalty: 5084.534180
	Iteration 7Q: 3 clusters Score -3142020 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -3142647.250000 Penalty: 5084.534180
	Iteration 8Q: 3 clusters Score -3142647 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -3143461.500000 Penalty: 5084.534180
	Iteration 9Q: 3 clusters Score -3143462 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3144399.250000 Penalty: 5084.534180
	Iteration 10F: 3 clusters Score -3144399 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -3145387.000000 Penalty: 5084.534180
	Iteration 11F: 3 clusters Score -3145387 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -3146383.250000 Penalty: 5084.534180
	Iteration 12F: 3 clusters Score -3146383 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -3147257.750000 Penalty: 5084.534180
	Iteration 13Q: 3 clusters Score -3147258 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -3147942.250000 Penalty: 5084.534180
	Iteration 14Q: 3 clusters Score -3147942 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3148381.000000 Penalty: 5084.534180
	Iteration 15Q: 3 clusters Score -3148381 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -3148645.000000 Penalty: 5084.534180
	Iteration 16Q: 3 clusters Score -3148645 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3148830.250000 Penalty: 5084.534180
	Iteration 17Q: 3 clusters Score -3148830 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -3148997.000000 Penalty: 5084.534180
	Iteration 18Q: 3 clusters Score -3148997 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -3149086.500000 Penalty: 5084.534180
	Iteration 19Q: 3 clusters Score -3149086 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -3149156.750000 Penalty: 5084.534180
	Iteration 20F: 3 clusters Score -3149157 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -3149236.000000 Penalty: 5084.534180
	Iteration 21Q: 3 clusters Score -3149236 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -3149307.750000 Penalty: 5084.534180
	Iteration 22Q: 3 clusters Score -3149308 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -3149361.000000 Penalty: 5084.534180
	Iteration 23Q: 3 clusters Score -3149361 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -3149411.250000 Penalty: 5084.534180
	Iteration 24Q: 3 clusters Score -3149411 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -3149441.000000 Penalty: 5084.534180
	Iteration 25Q: 3 clusters Score -3149441 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -3149487.000000 Penalty: 5084.534180
	Iteration 26Q: 3 clusters Score -3149487 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -3149519.000000 Penalty: 5084.534180
	Iteration 27Q: 3 clusters Score -3149519 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -3149547.000000 Penalty: 5084.534180
	Iteration 28Q: 3 clusters Score -3149547 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -3149574.250000 Penalty: 5084.534180
	Iteration 29Q: 3 clusters Score -3149574 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -3149593.000000 Penalty: 5084.534180
	Iteration 30Q: 3 clusters Score -3149593 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3149607.000000 Penalty: 5084.534180
	Iteration 31Q: 3 clusters Score -3149607 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -3149633.000000 Penalty: 5084.534180
	Iteration 32Q: 3 clusters Score -3149633 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -3149654.500000 Penalty: 5084.534180
	Iteration 33Q: 3 clusters Score -3149654 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -3149680.250000 Penalty: 5084.534180
	Iteration 34Q: 3 clusters Score -3149680 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -3149699.250000 Penalty: 5084.534180
	Iteration 35Q: 3 clusters Score -3149699 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -3149715.750000 Penalty: 5084.534180
	Iteration 36Q: 3 clusters Score -3149716 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -3149730.500000 Penalty: 5084.534180
	Iteration 37Q: 3 clusters Score -3149730 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -3149738.000000 Penalty: 5084.534180
	Iteration 38Q: 3 clusters Score -3149738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -3149743.500000 Penalty: 5084.534180
	Iteration 39Q: 3 clusters Score -3149744 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3149761.750000 Penalty: 5084.534180
	Iteration 40F: 3 clusters Score -3149762 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -3149766.000000 Penalty: 5084.534180
	Iteration 41Q: 3 clusters Score -3149766 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -3149781.500000 Penalty: 5084.534180
	Iteration 42Q: 3 clusters Score -3149782 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -3149796.000000 Penalty: 5084.534180
	Iteration 43Q: 3 clusters Score -3149796 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -3149811.750000 Penalty: 5084.534180
	Iteration 44Q: 3 clusters Score -3149812 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -3149828.000000 Penalty: 5084.534180
	Iteration 45Q: 3 clusters Score -3149828 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3149846.500000 Penalty: 5084.534180
	Iteration 46Q: 3 clusters Score -3149846 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -3149852.750000 Penalty: 5084.534180
	Iteration 47Q: 3 clusters Score -3149853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -3149854.750000 Penalty: 5084.534180
	Iteration 48Q: 3 clusters Score -3149855 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -3149868.250000 Penalty: 5084.534180
	Iteration 49Q: 3 clusters Score -3149868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -3149871.000000 Penalty: 5084.534180
	Iteration 50Q: 3 clusters Score -3149871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -3149876.000000 Penalty: 5084.534180
	Iteration 51Q: 3 clusters Score -3149876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3149876.500000 Penalty: 5084.534180
	Iteration 52Q: 3 clusters Score -3149876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -3149884.750000 Penalty: 5084.534180
	Iteration 53Q: 3 clusters Score -3149885 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -3149887.250000 Penalty: 5084.534180
	Iteration 54Q: 3 clusters Score -3149887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -3149904.000000 Penalty: 5084.534180
	Iteration 55Q: 3 clusters Score -3149904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -3149914.000000 Penalty: 5084.534180
	Iteration 56Q: 3 clusters Score -3149914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -3149919.250000 Penalty: 5084.534180
	Iteration 57Q: 3 clusters Score -3149919 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -3149918.750000 Penalty: 5084.534180
	Iteration 58Q: 3 clusters Score -3149919 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -3149937.500000 Penalty: 5084.534180
	Iteration 59Q: 3 clusters Score -3149938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -3149937.000000 Penalty: 5084.534180
	Iteration 60F: 3 clusters Score -3149937 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -3149943.000000 Penalty: 5084.534180
	Iteration 61Q: 3 clusters Score -3149943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -3149944.500000 Penalty: 5084.534180
	Iteration 62Q: 3 clusters Score -3149944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3149945.250000 Penalty: 5084.534180
	Iteration 63Q: 3 clusters Score -3149945 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -3149951.000000 Penalty: 5084.534180
	Iteration 64Q: 3 clusters Score -3149951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -3149961.500000 Penalty: 5084.534180
	Iteration 65Q: 3 clusters Score -3149962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -3149964.750000 Penalty: 5084.534180
	Iteration 66Q: 3 clusters Score -3149965 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -3149973.250000 Penalty: 5084.534180
	Iteration 67Q: 3 clusters Score -3149973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -3149978.250000 Penalty: 5084.534180
	Iteration 68Q: 3 clusters Score -3149978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -3149983.250000 Penalty: 5084.534180
	Iteration 69Q: 3 clusters Score -3149983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -3149981.250000 Penalty: 5084.534180
	Iteration 70Q: 3 clusters Score -3149981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -3149984.750000 Penalty: 5084.534180
	Iteration 71Q: 3 clusters Score -3149985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -3149996.750000 Penalty: 5084.534180
	Iteration 72Q: 3 clusters Score -3149997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3149987.750000 Penalty: 5084.534180
	Iteration 73Q: 3 clusters Score -3149988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -3149990.000000 Penalty: 5084.534180
	Iteration 74Q: 3 clusters Score -3149990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -3149988.500000 Penalty: 5084.534180
	Iteration 75Q: 3 clusters Score -3149988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -3149988.000000 Penalty: 5084.534180
	Iteration 76Q: 3 clusters Score -3149988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -3149988.000000 Penalty: 5084.534180
	Iteration 77Q: 3 clusters Score -3149988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -3149988.500000 Penalty: 5084.534180
	Iteration 78Q: 3 clusters Score -3149988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -3149991.500000 Penalty: 5084.534180
	Iteration 79Q: 3 clusters Score -3149992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -3149998.250000 Penalty: 5084.534180
	Iteration 80F: 3 clusters Score -3149998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -3150001.000000 Penalty: 5084.534180
	Iteration 81Q: 3 clusters Score -3150001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3150012.750000 Penalty: 5084.534180
	Iteration 82Q: 3 clusters Score -3150013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -3150014.250000 Penalty: 5084.534180
	Iteration 83Q: 3 clusters Score -3150014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -3150017.500000 Penalty: 5084.534180
	Iteration 84Q: 3 clusters Score -3150018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3150018.000000 Penalty: 5084.534180
	Iteration 85Q: 3 clusters Score -3150018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -3150013.750000 Penalty: 5084.534180
	Iteration 86Q: 3 clusters Score -3150014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -3150022.000000 Penalty: 5084.534180
	Iteration 87Q: 3 clusters Score -3150022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -3150033.500000 Penalty: 5084.534180
	Iteration 88Q: 3 clusters Score -3150034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -3150036.500000 Penalty: 5084.534180
	Iteration 89Q: 3 clusters Score -3150036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -3150033.250000 Penalty: 5084.534180
	Iteration 90Q: 3 clusters Score -3150033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3150033.750000 Penalty: 5084.534180
	Iteration 91Q: 3 clusters Score -3150034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -3150039.750000 Penalty: 5084.534180
	Iteration 92Q: 3 clusters Score -3150040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -3150039.250000 Penalty: 5084.534180
	Iteration 93Q: 3 clusters Score -3150039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -3150041.750000 Penalty: 5084.534180
	Iteration 94Q: 3 clusters Score -3150042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -3150053.250000 Penalty: 5084.534180
	Iteration 95Q: 3 clusters Score -3150053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -3150058.750000 Penalty: 5084.534180
	Iteration 96Q: 3 clusters Score -3150059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -3150061.750000 Penalty: 5084.534180
	Iteration 97Q: 3 clusters Score -3150062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -3150057.500000 Penalty: 5084.534180
	Iteration 98Q: 3 clusters Score -3150058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -3150068.250000 Penalty: 5084.534180
	Iteration 99Q: 3 clusters Score -3150068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -3150073.250000 Penalty: 5084.534180
	Iteration 100F: 3 clusters Score -3150073 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -3150091.000000 Penalty: 5084.534180
	Iteration 101Q: 3 clusters Score -3150091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -3150099.500000 Penalty: 5084.534180
	Iteration 102Q: 3 clusters Score -3150100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -3150109.000000 Penalty: 5084.534180
	Iteration 103Q: 3 clusters Score -3150109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -3150122.250000 Penalty: 5084.534180
	Iteration 104Q: 3 clusters Score -3150122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -3150141.250000 Penalty: 5084.534180
	Iteration 105Q: 3 clusters Score -3150141 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -3150156.000000 Penalty: 5084.534180
	Iteration 106Q: 3 clusters Score -3150156 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -3150183.500000 Penalty: 5084.534180
	Iteration 107Q: 3 clusters Score -3150184 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -3150207.500000 Penalty: 5084.534180
	Iteration 108Q: 3 clusters Score -3150208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -3150221.250000 Penalty: 5084.534180
	Iteration 109Q: 3 clusters Score -3150221 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -3150239.500000 Penalty: 5084.534180
	Iteration 110Q: 3 clusters Score -3150240 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -3150278.250000 Penalty: 5084.534180
	Iteration 111Q: 3 clusters Score -3150278 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -3150314.250000 Penalty: 5084.534180
	Iteration 112Q: 3 clusters Score -3150314 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -3150325.000000 Penalty: 5084.534180
	Iteration 113Q: 3 clusters Score -3150325 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -3150336.750000 Penalty: 5084.534180
	Iteration 114Q: 3 clusters Score -3150337 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -3150355.750000 Penalty: 5084.534180
	Iteration 115Q: 3 clusters Score -3150356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -3150369.000000 Penalty: 5084.534180
	Iteration 116Q: 3 clusters Score -3150369 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -3150374.750000 Penalty: 5084.534180
	Iteration 117Q: 3 clusters Score -3150375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -3150393.750000 Penalty: 5084.534180
	Iteration 118Q: 3 clusters Score -3150394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -3150397.750000 Penalty: 5084.534180
	Iteration 119Q: 3 clusters Score -3150398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -3150410.500000 Penalty: 5084.534180
	Iteration 120F: 3 clusters Score -3150410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -3150410.750000 Penalty: 5084.534180
	Iteration 121Q: 3 clusters Score -3150411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -3150419.750000 Penalty: 5084.534180
	Iteration 122Q: 3 clusters Score -3150420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -3150423.000000 Penalty: 5084.534180
	Iteration 123Q: 3 clusters Score -3150423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -3150426.500000 Penalty: 5084.534180
	Iteration 124Q: 3 clusters Score -3150426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -3150427.250000 Penalty: 5084.534180
	Iteration 125Q: 3 clusters Score -3150427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -3150429.500000 Penalty: 5084.534180
	Iteration 126Q: 3 clusters Score -3150430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -3150430.000000 Penalty: 5084.534180
	Iteration 127Q: 3 clusters Score -3150430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -3150434.000000 Penalty: 5084.534180
	Iteration 128Q: 3 clusters Score -3150434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -3150431.000000 Penalty: 5084.534180
	Iteration 129Q: 3 clusters Score -3150431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -3150432.000000 Penalty: 5084.534180
	Iteration 130Q: 3 clusters Score -3150432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -3150432.000000 Penalty: 5084.534180
	Iteration 131F: 3 clusters Score -3150432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (81452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81452 members 
Entering Unmasked Estep 
Score: -10266529.000000 Penalty: 2804.326660
	Iteration 0F: 2 clusters Score -1.026653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -10211954.000000 Penalty: 5608.653320
	Iteration 0F: 3 clusters Score -1.021195e+07 nChanged 38290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -10233500.000000 Penalty: 5608.653320
	Iteration 1F: 3 clusters Score -1.02335e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -10234369.000000 Penalty: 5608.653320
	Iteration 2Q: 3 clusters Score -1.023437e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -10235659.000000 Penalty: 5608.653320
	Iteration 3Q: 3 clusters Score -1.023566e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -10237756.000000 Penalty: 5608.653320
	Iteration 4F: 3 clusters Score -1.023776e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -10241085.000000 Penalty: 5608.653320
	Iteration 5F: 3 clusters Score -1.024108e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -10246029.000000 Penalty: 5608.653320
	Iteration 6F: 3 clusters Score -1.024603e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61210 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -10251728.000000 Penalty: 5608.653320
	Iteration 7F: 3 clusters Score -1.025173e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65758 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -10256449.000000 Penalty: 5608.653320
	Iteration 8F: 3 clusters Score -1.025645e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68934 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -10259688.000000 Penalty: 5608.653320
	Iteration 9Q: 3 clusters Score -1.025969e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70996 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -10261738.000000 Penalty: 5608.653320
	Iteration 10Q: 3 clusters Score -1.026174e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72280 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -10262788.000000 Penalty: 5608.653320
	Iteration 11Q: 3 clusters Score -1.026279e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73236 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -10263348.000000 Penalty: 5608.653320
	Iteration 12Q: 3 clusters Score -1.026335e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74012 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -10263743.000000 Penalty: 5608.653320
	Iteration 13Q: 3 clusters Score -1.026374e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74612 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -10263934.000000 Penalty: 5608.653320
	Iteration 14Q: 3 clusters Score -1.026393e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75113 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -10264072.000000 Penalty: 5608.653320
	Iteration 15Q: 3 clusters Score -1.026407e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -10264249.000000 Penalty: 5608.653320
	Iteration 16Q: 3 clusters Score -1.026425e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75890 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -10264353.000000 Penalty: 5608.653320
	Iteration 17Q: 3 clusters Score -1.026435e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76199 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -10264452.000000 Penalty: 5608.653320
	Iteration 18Q: 3 clusters Score -1.026445e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76486 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -10264547.000000 Penalty: 5608.653320
	Iteration 19Q: 3 clusters Score -1.026455e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76711 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -10264588.000000 Penalty: 5608.653320
	Iteration 20F: 3 clusters Score -1.026459e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76911 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -10264617.000000 Penalty: 5608.653320
	Iteration 21Q: 3 clusters Score -1.026462e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77083 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -10264650.000000 Penalty: 5608.653320
	Iteration 22Q: 3 clusters Score -1.026465e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77212 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -10264684.000000 Penalty: 5608.653320
	Iteration 23Q: 3 clusters Score -1.026468e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77321 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -10264707.000000 Penalty: 5608.653320
	Iteration 24Q: 3 clusters Score -1.026471e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77400 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -10264714.000000 Penalty: 5608.653320
	Iteration 25Q: 3 clusters Score -1.026471e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77484 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -10264730.000000 Penalty: 5608.653320
	Iteration 26Q: 3 clusters Score -1.026473e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77548 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -10264733.000000 Penalty: 5608.653320
	Iteration 27Q: 3 clusters Score -1.026473e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77598 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -10264739.000000 Penalty: 5608.653320
	Iteration 28Q: 3 clusters Score -1.026474e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77643 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -10264746.000000 Penalty: 5608.653320
	Iteration 29Q: 3 clusters Score -1.026475e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77683 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -10264742.000000 Penalty: 5608.653320
	Iteration 30Q: 3 clusters Score -1.026474e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77715 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -10264768.000000 Penalty: 5608.653320
	Iteration 31Q: 3 clusters Score -1.026477e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -10264748.000000 Penalty: 5608.653320
	Iteration 32Q: 3 clusters Score -1.026475e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77780 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -10264760.000000 Penalty: 5608.653320
	Iteration 33Q: 3 clusters Score -1.026476e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77808 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -10264768.000000 Penalty: 5608.653320
	Iteration 34Q: 3 clusters Score -1.026477e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77831 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -10264781.000000 Penalty: 5608.653320
	Iteration 35Q: 3 clusters Score -1.026478e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77847 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -10264778.000000 Penalty: 5608.653320
	Iteration 36Q: 3 clusters Score -1.026478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77861 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -10264777.000000 Penalty: 5608.653320
	Iteration 37Q: 3 clusters Score -1.026478e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77879 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -10264776.000000 Penalty: 5608.653320
	Iteration 38Q: 3 clusters Score -1.026478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77894 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -10264771.000000 Penalty: 5608.653320
	Iteration 39Q: 3 clusters Score -1.026477e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77913 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -10264781.000000 Penalty: 5608.653320
	Iteration 40F: 3 clusters Score -1.026478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77924 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -10264782.000000 Penalty: 5608.653320
	Iteration 41Q: 3 clusters Score -1.026478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77930 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -10264788.000000 Penalty: 5608.653320
	Iteration 42Q: 3 clusters Score -1.026479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77936 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -10264787.000000 Penalty: 5608.653320
	Iteration 43Q: 3 clusters Score -1.026479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77938 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -10264791.000000 Penalty: 5608.653320
	Iteration 44Q: 3 clusters Score -1.026479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77940 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -10264781.000000 Penalty: 5608.653320
	Iteration 45Q: 3 clusters Score -1.026478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77945 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -10264775.000000 Penalty: 5608.653320
	Iteration 46Q: 3 clusters Score -1.026478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77950 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -10264769.000000 Penalty: 5608.653320
	Iteration 47Q: 3 clusters Score -1.026477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77957 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -10264765.000000 Penalty: 5608.653320
	Iteration 48Q: 3 clusters Score -1.026476e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77970 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -10264778.000000 Penalty: 5608.653320
	Iteration 49Q: 3 clusters Score -1.026478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77981 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -10264773.000000 Penalty: 5608.653320
	Iteration 50Q: 3 clusters Score -1.026477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77992 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -10264762.000000 Penalty: 5608.653320
	Iteration 51Q: 3 clusters Score -1.026476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78000 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -10264773.000000 Penalty: 5608.653320
	Iteration 52Q: 3 clusters Score -1.026477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -10264768.000000 Penalty: 5608.653320
	Iteration 53Q: 3 clusters Score -1.026477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78019 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -10264766.000000 Penalty: 5608.653320
	Iteration 54Q: 3 clusters Score -1.026477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78029 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -10264756.000000 Penalty: 5608.653320
	Iteration 55Q: 3 clusters Score -1.026476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78037 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -10264771.000000 Penalty: 5608.653320
	Iteration 56Q: 3 clusters Score -1.026477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78045 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -10264771.000000 Penalty: 5608.653320
	Iteration 57Q: 3 clusters Score -1.026477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78054 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -10264766.000000 Penalty: 5608.653320
	Iteration 58Q: 3 clusters Score -1.026477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78062 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -10264772.000000 Penalty: 5608.653320
	Iteration 59Q: 3 clusters Score -1.026477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78069 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -10264767.000000 Penalty: 5608.653320
	Iteration 60F: 3 clusters Score -1.026477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78079 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -10264775.000000 Penalty: 5608.653320
	Iteration 61Q: 3 clusters Score -1.026478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78089 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -10264771.000000 Penalty: 5608.653320
	Iteration 62Q: 3 clusters Score -1.026477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78099 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -10264766.000000 Penalty: 5608.653320
	Iteration 63Q: 3 clusters Score -1.026477e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78111 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -10264767.000000 Penalty: 5608.653320
	Iteration 64Q: 3 clusters Score -1.026477e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78124 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -10264753.000000 Penalty: 5608.653320
	Iteration 65Q: 3 clusters Score -1.026475e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78134 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -10264760.000000 Penalty: 5608.653320
	Iteration 66Q: 3 clusters Score -1.026476e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78147 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -10264771.000000 Penalty: 5608.653320
	Iteration 67Q: 3 clusters Score -1.026477e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78156 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -10264777.000000 Penalty: 5608.653320
	Iteration 68Q: 3 clusters Score -1.026478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78169 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -10264779.000000 Penalty: 5608.653320
	Iteration 69Q: 3 clusters Score -1.026478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78178 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -10264783.000000 Penalty: 5608.653320
	Iteration 70Q: 3 clusters Score -1.026478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78189 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -10264763.000000 Penalty: 5608.653320
	Iteration 71Q: 3 clusters Score -1.026476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78199 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -10264786.000000 Penalty: 5608.653320
	Iteration 72Q: 3 clusters Score -1.026479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78211 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -10264793.000000 Penalty: 5608.653320
	Iteration 73Q: 3 clusters Score -1.026479e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78226 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -10264800.000000 Penalty: 5608.653320
	Iteration 74Q: 3 clusters Score -1.02648e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78239 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -10264805.000000 Penalty: 5608.653320
	Iteration 75Q: 3 clusters Score -1.02648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78248 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -10264805.000000 Penalty: 5608.653320
	Iteration 76Q: 3 clusters Score -1.02648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78259 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -10264807.000000 Penalty: 5608.653320
	Iteration 77Q: 3 clusters Score -1.026481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78268 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -10264805.000000 Penalty: 5608.653320
	Iteration 78Q: 3 clusters Score -1.02648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78271 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -10264807.000000 Penalty: 5608.653320
	Iteration 79Q: 3 clusters Score -1.026481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78277 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -10264817.000000 Penalty: 5608.653320
	Iteration 80F: 3 clusters Score -1.026482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78281 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -10264822.000000 Penalty: 5608.653320
	Iteration 81Q: 3 clusters Score -1.026482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78288 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -10264829.000000 Penalty: 5608.653320
	Iteration 82Q: 3 clusters Score -1.026483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78296 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -10264822.000000 Penalty: 5608.653320
	Iteration 83Q: 3 clusters Score -1.026482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78301 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -10264828.000000 Penalty: 5608.653320
	Iteration 84Q: 3 clusters Score -1.026483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78306 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -10264834.000000 Penalty: 5608.653320
	Iteration 85Q: 3 clusters Score -1.026483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78307 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -10264838.000000 Penalty: 5608.653320
	Iteration 86Q: 3 clusters Score -1.026484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78307 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -10264838.000000 Penalty: 5608.653320
	Iteration 87F: 3 clusters Score -1.026484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Entering Unmasked Estep 
Score: -214455.421875 Penalty: 1871.780396
	Iteration 0F: 2 clusters Score -214455.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -211923.937500 Penalty: 3743.560791
	Iteration 0F: 3 clusters Score -211923.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -212616.562500 Penalty: 3743.560791
	Iteration 1F: 3 clusters Score -212616.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -213010.734375 Penalty: 3743.560791
	Iteration 2F: 3 clusters Score -213010.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -213195.921875 Penalty: 3743.560791
	Iteration 3F: 3 clusters Score -213195.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -213355.937500 Penalty: 3743.560791
	Iteration 4F: 3 clusters Score -213355.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -213588.718750 Penalty: 3743.560791
	Iteration 5F: 3 clusters Score -213588.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -213769.562500 Penalty: 3743.560791
	Iteration 6Q: 3 clusters Score -213769.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -213941.703125 Penalty: 3743.560791
	Iteration 7Q: 3 clusters Score -213941.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -214200.796875 Penalty: 3743.560791
	Iteration 8Q: 3 clusters Score -214200.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -214502.375000 Penalty: 3743.560791
	Iteration 9Q: 3 clusters Score -214502.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -214735.265625 Penalty: 3743.560791
	Iteration 10Q: 3 clusters Score -214735.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -214944.140625 Penalty: 3743.560791
	Iteration 11Q: 3 clusters Score -214944.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -215259.390625 Penalty: 3743.560791
	Iteration 12Q: 3 clusters Score -215259.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -215666.515625 Penalty: 3743.560791
	Iteration 13Q: 3 clusters Score -215666.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -215826.703125 Penalty: 3743.560791
	Iteration 14Q: 3 clusters Score -215826.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -215966.625000 Penalty: 3743.560791
	Iteration 15Q: 3 clusters Score -215966.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -216036.578125 Penalty: 3743.560791
	Iteration 16Q: 3 clusters Score -216036.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -216064.968750 Penalty: 3743.560791
	Iteration 17Q: 3 clusters Score -216065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -216086.906250 Penalty: 3743.560791
	Iteration 18Q: 3 clusters Score -216086.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -216088.843750 Penalty: 3743.560791
	Iteration 19Q: 3 clusters Score -216088.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -216089.609375 Penalty: 3743.560791
	Iteration 20F: 3 clusters Score -216089.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 78162 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10301 members 
Mstep: Class 8 contains 17093 members 
Mstep: Class 9 contains 267197 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10470 members 
Mstep: Class 12 contains 56102 members 
Mstep: Class 13 contains 20201 members 
Mstep: Class 14 contains 22580 members 
Mstep: Class 15 contains 28313 members 
Mstep: Class 16 contains 81452 members 
Mstep: Class 17 contains 857 members 
Mstep: Class 18 contains 108652 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 178149 members 
Mstep: Class 21 contains 20100 members 
Mstep: Class 22 contains 2634 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39220 members 
Mstep: Class 25 contains 277152 members 
Mstep: Class 26 contains 14528 members 
Mstep: Class 27 contains 1039 members 
Entering Unmasked Estep 
Score: -154626320.000000 Penalty: 94130.875000
Splitting cluster 17 changes total score from -154626240.000000 to -154626320.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (108652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108652 members 
Entering Unmasked Estep 
Score: -13654448.000000 Penalty: 2875.784424
	Iteration 0F: 2 clusters Score -1.365445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -13581827.000000 Penalty: 5751.568848
	Iteration 0F: 3 clusters Score -1.358183e+07 nChanged 51498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 53663 members 
Entering Unmasked Estep 
Score: -13611365.000000 Penalty: 5751.568848
	Iteration 1F: 3 clusters Score -1.361136e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 53495 members 
Entering Unmasked Estep 
Score: -13612297.000000 Penalty: 5751.568848
	Iteration 2Q: 3 clusters Score -1.36123e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -13613192.000000 Penalty: 5751.568848
	Iteration 3Q: 3 clusters Score -1.361319e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -13614167.000000 Penalty: 5751.568848
	Iteration 4Q: 3 clusters Score -1.361417e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56054 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -13615183.000000 Penalty: 5751.568848
	Iteration 5Q: 3 clusters Score -1.361518e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -13616558.000000 Penalty: 5751.568848
	Iteration 6Q: 3 clusters Score -1.361656e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -13618301.000000 Penalty: 5751.568848
	Iteration 7Q: 3 clusters Score -1.36183e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -13620805.000000 Penalty: 5751.568848
	Iteration 8Q: 3 clusters Score -1.36208e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57047 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -13623497.000000 Penalty: 5751.568848
	Iteration 9F: 3 clusters Score -1.36235e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57003 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -13626366.000000 Penalty: 5751.568848
	Iteration 10F: 3 clusters Score -1.362637e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56876 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -13629032.000000 Penalty: 5751.568848
	Iteration 11Q: 3 clusters Score -1.362903e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -13631587.000000 Penalty: 5751.568848
	Iteration 12Q: 3 clusters Score -1.363159e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -13633930.000000 Penalty: 5751.568848
	Iteration 13Q: 3 clusters Score -1.363393e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56306 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -13635773.000000 Penalty: 5751.568848
	Iteration 14Q: 3 clusters Score -1.363577e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56148 members 
Mstep: Class 2 contains 52504 members 
Entering Unmasked Estep 
Score: -13636912.000000 Penalty: 5751.568848
	Iteration 15Q: 3 clusters Score -1.363691e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55928 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -13637597.000000 Penalty: 5751.568848
	Iteration 16Q: 3 clusters Score -1.36376e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55638 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -13637995.000000 Penalty: 5751.568848
	Iteration 17Q: 3 clusters Score -1.3638e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55361 members 
Mstep: Class 2 contains 53291 members 
Entering Unmasked Estep 
Score: -13638283.000000 Penalty: 5751.568848
	Iteration 18Q: 3 clusters Score -1.363828e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -13638613.000000 Penalty: 5751.568848
	Iteration 19Q: 3 clusters Score -1.363861e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -13638892.000000 Penalty: 5751.568848
	Iteration 20F: 3 clusters Score -1.363889e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 54217 members 
Entering Unmasked Estep 
Score: -13639107.000000 Penalty: 5751.568848
	Iteration 21Q: 3 clusters Score -1.363911e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 54503 members 
Entering Unmasked Estep 
Score: -13639346.000000 Penalty: 5751.568848
	Iteration 22Q: 3 clusters Score -1.363935e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53845 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -13639506.000000 Penalty: 5751.568848
	Iteration 23Q: 3 clusters Score -1.363951e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 55108 members 
Entering Unmasked Estep 
Score: -13639645.000000 Penalty: 5751.568848
	Iteration 24Q: 3 clusters Score -1.363964e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 55425 members 
Entering Unmasked Estep 
Score: -13639778.000000 Penalty: 5751.568848
	Iteration 25Q: 3 clusters Score -1.363978e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52902 members 
Mstep: Class 2 contains 55750 members 
Entering Unmasked Estep 
Score: -13639933.000000 Penalty: 5751.568848
	Iteration 26Q: 3 clusters Score -1.363993e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52647 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -13640032.000000 Penalty: 5751.568848
	Iteration 27Q: 3 clusters Score -1.364003e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 56220 members 
Entering Unmasked Estep 
Score: -13640119.000000 Penalty: 5751.568848
	Iteration 28Q: 3 clusters Score -1.364012e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -13640206.000000 Penalty: 5751.568848
	Iteration 29Q: 3 clusters Score -1.364021e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51978 members 
Mstep: Class 2 contains 56674 members 
Entering Unmasked Estep 
Score: -13640265.000000 Penalty: 5751.568848
	Iteration 30Q: 3 clusters Score -1.364026e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 56927 members 
Entering Unmasked Estep 
Score: -13640371.000000 Penalty: 5751.568848
	Iteration 31Q: 3 clusters Score -1.364037e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51478 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -13640452.000000 Penalty: 5751.568848
	Iteration 32Q: 3 clusters Score -1.364045e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 57481 members 
Entering Unmasked Estep 
Score: -13640494.000000 Penalty: 5751.568848
	Iteration 33Q: 3 clusters Score -1.364049e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 57774 members 
Entering Unmasked Estep 
Score: -13640599.000000 Penalty: 5751.568848
	Iteration 34Q: 3 clusters Score -1.36406e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -13640610.000000 Penalty: 5751.568848
	Iteration 35Q: 3 clusters Score -1.364061e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 58412 members 
Entering Unmasked Estep 
Score: -13640712.000000 Penalty: 5751.568848
	Iteration 36Q: 3 clusters Score -1.364071e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 58745 members 
Entering Unmasked Estep 
Score: -13640826.000000 Penalty: 5751.568848
	Iteration 37Q: 3 clusters Score -1.364083e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 59065 members 
Entering Unmasked Estep 
Score: -13640918.000000 Penalty: 5751.568848
	Iteration 38Q: 3 clusters Score -1.364092e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 59411 members 
Entering Unmasked Estep 
Score: -13640952.000000 Penalty: 5751.568848
	Iteration 39Q: 3 clusters Score -1.364095e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -13640999.000000 Penalty: 5751.568848
	Iteration 40F: 3 clusters Score -1.3641e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 60145 members 
Entering Unmasked Estep 
Score: -13641057.000000 Penalty: 5751.568848
	Iteration 41Q: 3 clusters Score -1.364106e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -13641052.000000 Penalty: 5751.568848
	Iteration 42Q: 3 clusters Score -1.364105e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 60968 members 
Entering Unmasked Estep 
Score: -13641061.000000 Penalty: 5751.568848
	Iteration 43Q: 3 clusters Score -1.364106e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 61403 members 
Entering Unmasked Estep 
Score: -13641116.000000 Penalty: 5751.568848
	Iteration 44Q: 3 clusters Score -1.364112e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 61827 members 
Entering Unmasked Estep 
Score: -13641178.000000 Penalty: 5751.568848
	Iteration 45Q: 3 clusters Score -1.364118e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -13641235.000000 Penalty: 5751.568848
	Iteration 46Q: 3 clusters Score -1.364124e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -13641345.000000 Penalty: 5751.568848
	Iteration 47Q: 3 clusters Score -1.364134e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 63082 members 
Entering Unmasked Estep 
Score: -13641379.000000 Penalty: 5751.568848
	Iteration 48Q: 3 clusters Score -1.364138e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -13641392.000000 Penalty: 5751.568848
	Iteration 49Q: 3 clusters Score -1.364139e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 63931 members 
Entering Unmasked Estep 
Score: -13641403.000000 Penalty: 5751.568848
	Iteration 50Q: 3 clusters Score -1.36414e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 64370 members 
Entering Unmasked Estep 
Score: -13641407.000000 Penalty: 5751.568848
	Iteration 51Q: 3 clusters Score -1.364141e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -13641412.000000 Penalty: 5751.568848
	Iteration 52Q: 3 clusters Score -1.364141e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 65229 members 
Entering Unmasked Estep 
Score: -13641443.000000 Penalty: 5751.568848
	Iteration 53Q: 3 clusters Score -1.364144e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 65709 members 
Entering Unmasked Estep 
Score: -13641514.000000 Penalty: 5751.568848
	Iteration 54Q: 3 clusters Score -1.364151e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 66183 members 
Entering Unmasked Estep 
Score: -13641535.000000 Penalty: 5751.568848
	Iteration 55Q: 3 clusters Score -1.364154e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 66680 members 
Entering Unmasked Estep 
Score: -13641593.000000 Penalty: 5751.568848
	Iteration 56Q: 3 clusters Score -1.364159e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 67228 members 
Entering Unmasked Estep 
Score: -13641638.000000 Penalty: 5751.568848
	Iteration 57Q: 3 clusters Score -1.364164e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 67821 members 
Entering Unmasked Estep 
Score: -13641746.000000 Penalty: 5751.568848
	Iteration 58Q: 3 clusters Score -1.364175e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 68431 members 
Entering Unmasked Estep 
Score: -13641847.000000 Penalty: 5751.568848
	Iteration 59Q: 3 clusters Score -1.364185e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 69091 members 
Entering Unmasked Estep 
Score: -13641949.000000 Penalty: 5751.568848
	Iteration 60F: 3 clusters Score -1.364195e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 69795 members 
Entering Unmasked Estep 
Score: -13642060.000000 Penalty: 5751.568848
	Iteration 61Q: 3 clusters Score -1.364206e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 70567 members 
Entering Unmasked Estep 
Score: -13642243.000000 Penalty: 5751.568848
	Iteration 62Q: 3 clusters Score -1.364224e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 71289 members 
Entering Unmasked Estep 
Score: -13642344.000000 Penalty: 5751.568848
	Iteration 63Q: 3 clusters Score -1.364234e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 72061 members 
Entering Unmasked Estep 
Score: -13642440.000000 Penalty: 5751.568848
	Iteration 64Q: 3 clusters Score -1.364244e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 72904 members 
Entering Unmasked Estep 
Score: -13642588.000000 Penalty: 5751.568848
	Iteration 65Q: 3 clusters Score -1.364259e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 73821 members 
Entering Unmasked Estep 
Score: -13642708.000000 Penalty: 5751.568848
	Iteration 66Q: 3 clusters Score -1.364271e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 74825 members 
Entering Unmasked Estep 
Score: -13642831.000000 Penalty: 5751.568848
	Iteration 67Q: 3 clusters Score -1.364283e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -13643110.000000 Penalty: 5751.568848
	Iteration 68Q: 3 clusters Score -1.364311e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 76989 members 
Entering Unmasked Estep 
Score: -13643367.000000 Penalty: 5751.568848
	Iteration 69Q: 3 clusters Score -1.364337e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 78142 members 
Entering Unmasked Estep 
Score: -13643622.000000 Penalty: 5751.568848
	Iteration 70Q: 3 clusters Score -1.364362e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -13643808.000000 Penalty: 5751.568848
	Iteration 71Q: 3 clusters Score -1.364381e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 80640 members 
Entering Unmasked Estep 
Score: -13644142.000000 Penalty: 5751.568848
	Iteration 72Q: 3 clusters Score -1.364414e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 81922 members 
Entering Unmasked Estep 
Score: -13644541.000000 Penalty: 5751.568848
	Iteration 73Q: 3 clusters Score -1.364454e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 83231 members 
Entering Unmasked Estep 
Score: -13644963.000000 Penalty: 5751.568848
	Iteration 74Q: 3 clusters Score -1.364496e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 84484 members 
Entering Unmasked Estep 
Score: -13645183.000000 Penalty: 5751.568848
	Iteration 75Q: 3 clusters Score -1.364518e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 85728 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.36456e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 86996 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1.364586e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 88257 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.364633e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 89554 members 
Entering Unmasked Estep 
Score: -13646670.000000 Penalty: 5751.568848
	Iteration 79Q: 3 clusters Score -1.364667e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 90831 members 
Entering Unmasked Estep 
Score: -13647043.000000 Penalty: 5751.568848
	Iteration 80F: 3 clusters Score -1.364704e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 92100 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.364746e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 93376 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.3648e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 94647 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.364858e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 95845 members 
Entering Unmasked Estep 
Score: -13649079.000000 Penalty: 5751.568848
	Iteration 84Q: 3 clusters Score -1.364908e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 97016 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.364955e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 98082 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.364997e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 99065 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.365035e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 99974 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.36508e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 100799 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.365115e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 101556 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.365152e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 102226 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.365175e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 102806 members 
Entering Unmasked Estep 
Score: -13651949.000000 Penalty: 5751.568848
	Iteration 92Q: 3 clusters Score -1.365195e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 103274 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.365217e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 103665 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.365227e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 103970 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.365235e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 104229 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.365237e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 104439 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.365244e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 104592 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.365251e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 104698 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.365253e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 104794 members 
Entering Unmasked Estep 
Score: -13652537.000000 Penalty: 5751.568848
	Iteration 100F: 3 clusters Score -1.365254e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 104879 members 
Entering Unmasked Estep 
Score: -13652540.000000 Penalty: 5751.568848
	Iteration 101Q: 3 clusters Score -1.365254e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 104934 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.365258e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 104983 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.365255e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 105029 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.365255e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 105076 members 
Entering Unmasked Estep 
Score: -13652549.000000 Penalty: 5751.568848
	Iteration 105Q: 3 clusters Score -1.365255e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 105126 members 
Entering Unmasked Estep 
Score: -13652589.000000 Penalty: 5751.568848
	Iteration 106Q: 3 clusters Score -1.365259e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 105164 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.36526e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 105207 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.365261e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 105253 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.365261e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 105294 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.365264e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 105330 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.365266e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 105361 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.365266e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 105391 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.365269e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 105415 members 
Entering Unmasked Estep 
Score: -13652707.000000 Penalty: 5751.568848
	Iteration 114Q: 3 clusters Score -1.365271e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 105446 members 
Entering Unmasked Estep 
Score: -13652708.000000 Penalty: 5751.568848
	Iteration 115Q: 3 clusters Score -1.365271e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 105479 members 
Entering Unmasked Estep 
Score: -13652719.000000 Penalty: 5751.568848
	Iteration 116Q: 3 clusters Score -1.365272e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 105506 members 
Entering Unmasked Estep 
Score: -13652705.000000 Penalty: 5751.568848
	Iteration 117Q: 3 clusters Score -1.36527e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 105527 members 
Entering Unmasked Estep 
Score: -13652696.000000 Penalty: 5751.568848
	Iteration 118Q: 3 clusters Score -1.36527e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 105545 members 
Entering Unmasked Estep 
Score: -13652686.000000 Penalty: 5751.568848
	Iteration 119Q: 3 clusters Score -1.365269e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 105562 members 
Entering Unmasked Estep 
Score: -13652675.000000 Penalty: 5751.568848
	Iteration 120F: 3 clusters Score -1.365268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 105572 members 
Entering Unmasked Estep 
Score: -13652680.000000 Penalty: 5751.568848
	Iteration 121Q: 3 clusters Score -1.365268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 105580 members 
Entering Unmasked Estep 
Score: -13652690.000000 Penalty: 5751.568848
	Iteration 122Q: 3 clusters Score -1.365269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 105590 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.365268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 105598 members 
Entering Unmasked Estep 
Score: -13652699.000000 Penalty: 5751.568848
	Iteration 124Q: 3 clusters Score -1.36527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 105608 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.36527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 105619 members 
Entering Unmasked Estep 
Score: -13652709.000000 Penalty: 5751.568848
	Iteration 126Q: 3 clusters Score -1.365271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 105626 members 
Entering Unmasked Estep 
Score: -13652706.000000 Penalty: 5751.568848
	Iteration 127Q: 3 clusters Score -1.365271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 105632 members 
Entering Unmasked Estep 
Score: -13652693.000000 Penalty: 5751.568848
	Iteration 128Q: 3 clusters Score -1.365269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 105633 members 
Entering Unmasked Estep 
Score: -13652710.000000 Penalty: 5751.568848
	Iteration 129Q: 3 clusters Score -1.365271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 105635 members 
Entering Unmasked Estep 
Score: -13652707.000000 Penalty: 5751.568848
	Iteration 130Q: 3 clusters Score -1.365271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 105640 members 
Entering Unmasked Estep 
Score: -13652698.000000 Penalty: 5751.568848
	Iteration 131Q: 3 clusters Score -1.36527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 105645 members 
Entering Unmasked Estep 
Score: -13652718.000000 Penalty: 5751.568848
	Iteration 132Q: 3 clusters Score -1.365272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 105651 members 
Entering Unmasked Estep 
Score: -13652723.000000 Penalty: 5751.568848
	Iteration 133Q: 3 clusters Score -1.365272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 105657 members 
Entering Unmasked Estep 
Score: -13652717.000000 Penalty: 5751.568848
	Iteration 134Q: 3 clusters Score -1.365272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 105660 members 
Entering Unmasked Estep 
Score: -13652719.000000 Penalty: 5751.568848
	Iteration 135Q: 3 clusters Score -1.365272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 105664 members 
Entering Unmasked Estep 
Score: -13652710.000000 Penalty: 5751.568848
	Iteration 136Q: 3 clusters Score -1.365271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 105666 members 
Entering Unmasked Estep 
Score: -13652720.000000 Penalty: 5751.568848
	Iteration 137Q: 3 clusters Score -1.365272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 105671 members 
Entering Unmasked Estep 
Score: -13652721.000000 Penalty: 5751.568848
	Iteration 138Q: 3 clusters Score -1.365272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 105676 members 
Entering Unmasked Estep 
Score: -13652727.000000 Penalty: 5751.568848
	Iteration 139Q: 3 clusters Score -1.365273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 105681 members 
Entering Unmasked Estep 
Score: -13652735.000000 Penalty: 5751.568848
	Iteration 140F: 3 clusters Score -1.365274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 105691 members 
Entering Unmasked Estep 
Score: -13652729.000000 Penalty: 5751.568848
	Iteration 141Q: 3 clusters Score -1.365273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 105701 members 
Entering Unmasked Estep 
Score: -13652748.000000 Penalty: 5751.568848
	Iteration 142Q: 3 clusters Score -1.365275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 105708 members 
Entering Unmasked Estep 
Score: -13652749.000000 Penalty: 5751.568848
	Iteration 143Q: 3 clusters Score -1.365275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 105722 members 
Entering Unmasked Estep 
Score: -13652758.000000 Penalty: 5751.568848
	Iteration 144Q: 3 clusters Score -1.365276e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 105732 members 
Entering Unmasked Estep 
Score: -13652751.000000 Penalty: 5751.568848
	Iteration 145Q: 3 clusters Score -1.365275e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 105746 members 
Entering Unmasked Estep 
Score: -13652753.000000 Penalty: 5751.568848
	Iteration 146Q: 3 clusters Score -1.365275e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 105763 members 
Entering Unmasked Estep 
Score: -13652765.000000 Penalty: 5751.568848
	Iteration 147Q: 3 clusters Score -1.365276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 105781 members 
Entering Unmasked Estep 
Score: -13652742.000000 Penalty: 5751.568848
	Iteration 148Q: 3 clusters Score -1.365274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 105786 members 
Entering Unmasked Estep 
Score: -13652753.000000 Penalty: 5751.568848
	Iteration 149Q: 3 clusters Score -1.365275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 105791 members 
Entering Unmasked Estep 
Score: -13652753.000000 Penalty: 5751.568848
	Iteration 150Q: 3 clusters Score -1.365275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 105796 members 
Entering Unmasked Estep 
Score: -13652760.000000 Penalty: 5751.568848
	Iteration 151Q: 3 clusters Score -1.365276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 105801 members 
Entering Unmasked Estep 
Score: -13652768.000000 Penalty: 5751.568848
	Iteration 152Q: 3 clusters Score -1.365277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 105803 members 
Entering Unmasked Estep 
Score: -13652759.000000 Penalty: 5751.568848
	Iteration 153Q: 3 clusters Score -1.365276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 105803 members 
Entering Unmasked Estep 
Score: -13652773.000000 Penalty: 5751.568848
	Iteration 154Q: 3 clusters Score -1.365277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 105805 members 
Entering Unmasked Estep 
Score: -13652789.000000 Penalty: 5751.568848
	Iteration 155Q: 3 clusters Score -1.365279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 105809 members 
Entering Unmasked Estep 
Score: -13652792.000000 Penalty: 5751.568848
	Iteration 156Q: 3 clusters Score -1.365279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 105811 members 
Entering Unmasked Estep 
Score: -13652797.000000 Penalty: 5751.568848
	Iteration 157Q: 3 clusters Score -1.36528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 105812 members 
Entering Unmasked Estep 
Score: -13652802.000000 Penalty: 5751.568848
	Iteration 158Q: 3 clusters Score -1.36528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 105814 members 
Entering Unmasked Estep 
Score: -13652775.000000 Penalty: 5751.568848
	Iteration 159Q: 3 clusters Score -1.365278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 105815 members 
Entering Unmasked Estep 
Score: -13652766.000000 Penalty: 5751.568848
	Iteration 160F: 3 clusters Score -1.365277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -13652779.000000 Penalty: 5751.568848
	Iteration 161Q: 3 clusters Score -1.365278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -13652779.000000 Penalty: 5751.568848
	Iteration 162F: 3 clusters Score -1.365278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Entering Unmasked Estep 
Score: -377492.750000 Penalty: 2048.794678
	Iteration 0F: 2 clusters Score -377492.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -373699.000000 Penalty: 4097.589355
	Iteration 0F: 3 clusters Score -373699 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -374720.187500 Penalty: 4097.589355
	Iteration 1F: 3 clusters Score -374720.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -375150.656250 Penalty: 4097.589355
	Iteration 2F: 3 clusters Score -375150.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -375632.281250 Penalty: 4097.589355
	Iteration 3F: 3 clusters Score -375632.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -376161.781250 Penalty: 4097.589355
	Iteration 4F: 3 clusters Score -376161.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -376621.875000 Penalty: 4097.589355
	Iteration 5F: 3 clusters Score -376621.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -376919.781250 Penalty: 4097.589355
	Iteration 6F: 3 clusters Score -376919.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -377049.937500 Penalty: 4097.589355
	Iteration 7Q: 3 clusters Score -377049.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -377112.062500 Penalty: 4097.589355
	Iteration 8Q: 3 clusters Score -377112.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -377148.718750 Penalty: 4097.589355
	Iteration 9Q: 3 clusters Score -377148.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -377169.031250 Penalty: 4097.589355
	Iteration 10Q: 3 clusters Score -377169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -377178.875000 Penalty: 4097.589355
	Iteration 11Q: 3 clusters Score -377178.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -377183.500000 Penalty: 4097.589355
	Iteration 12Q: 3 clusters Score -377183.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -377185.593750 Penalty: 4097.589355
	Iteration 13Q: 3 clusters Score -377185.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -377186.906250 Penalty: 4097.589355
	Iteration 14Q: 3 clusters Score -377186.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -377189.812500 Penalty: 4097.589355
	Iteration 15Q: 3 clusters Score -377189.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -377189.843750 Penalty: 4097.589355
	Iteration 16Q: 3 clusters Score -377189.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -377190.218750 Penalty: 4097.589355
	Iteration 17Q: 3 clusters Score -377190.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -377190.281250 Penalty: 4097.589355
	Iteration 18Q: 3 clusters Score -377190.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -377190.281250 Penalty: 4097.589355
	Iteration 19F: 3 clusters Score -377190.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (178149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178149 members 
Entering Unmasked Estep 
Score: -22310264.000000 Penalty: 2998.413330
	Iteration 0F: 2 clusters Score -2.231026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89561 members 
Mstep: Class 2 contains 88588 members 
Entering Unmasked Estep 
Score: -22193036.000000 Penalty: 5996.826660
	Iteration 0F: 3 clusters Score -2.219304e+07 nChanged 85319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95800 members 
Mstep: Class 2 contains 82349 members 
Entering Unmasked Estep 
Score: -22243410.000000 Penalty: 5996.826660
	Iteration 1F: 3 clusters Score -2.224341e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99727 members 
Mstep: Class 2 contains 78422 members 
Entering Unmasked Estep 
Score: -22245464.000000 Penalty: 5996.826660
	Iteration 2Q: 3 clusters Score -2.224546e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105695 members 
Mstep: Class 2 contains 72454 members 
Entering Unmasked Estep 
Score: -22248960.000000 Penalty: 5996.826660
	Iteration 3Q: 3 clusters Score -2.224896e+07 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114164 members 
Mstep: Class 2 contains 63985 members 
Entering Unmasked Estep 
Score: -22254384.000000 Penalty: 5996.826660
	Iteration 4F: 3 clusters Score -2.225438e+07 nChanged 11696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125456 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -22262908.000000 Penalty: 5996.826660
	Iteration 5F: 3 clusters Score -2.226291e+07 nChanged 13452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138758 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -22274078.000000 Penalty: 5996.826660
	Iteration 6F: 3 clusters Score -2.227408e+07 nChanged 13439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152129 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -22286570.000000 Penalty: 5996.826660
	Iteration 7F: 3 clusters Score -2.228657e+07 nChanged 10737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162842 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -22296030.000000 Penalty: 5996.826660
	Iteration 8F: 3 clusters Score -2.229603e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169708 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -22301802.000000 Penalty: 5996.826660
	Iteration 9Q: 3 clusters Score -2.23018e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173519 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -22304658.000000 Penalty: 5996.826660
	Iteration 10Q: 3 clusters Score -2.230466e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175458 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -22306092.000000 Penalty: 5996.826660
	Iteration 11Q: 3 clusters Score -2.230609e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176443 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -22306864.000000 Penalty: 5996.826660
	Iteration 12Q: 3 clusters Score -2.230686e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176927 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -22307206.000000 Penalty: 5996.826660
	Iteration 13Q: 3 clusters Score -2.230721e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177144 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -22307394.000000 Penalty: 5996.826660
	Iteration 14Q: 3 clusters Score -2.230739e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177269 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -22307484.000000 Penalty: 5996.826660
	Iteration 15Q: 3 clusters Score -2.230748e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177339 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -22307572.000000 Penalty: 5996.826660
	Iteration 16Q: 3 clusters Score -2.230757e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177392 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -22307622.000000 Penalty: 5996.826660
	Iteration 17Q: 3 clusters Score -2.230762e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177433 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -22307658.000000 Penalty: 5996.826660
	Iteration 18Q: 3 clusters Score -2.230766e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177467 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -22307686.000000 Penalty: 5996.826660
	Iteration 19Q: 3 clusters Score -2.230769e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177483 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -22307712.000000 Penalty: 5996.826660
	Iteration 20F: 3 clusters Score -2.230771e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177494 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -22307742.000000 Penalty: 5996.826660
	Iteration 21Q: 3 clusters Score -2.230774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177502 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -22307744.000000 Penalty: 5996.826660
	Iteration 22Q: 3 clusters Score -2.230774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177512 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -22307730.000000 Penalty: 5996.826660
	Iteration 23Q: 3 clusters Score -2.230773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177512 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -22307726.000000 Penalty: 5996.826660
	Iteration 24Q: 3 clusters Score -2.230773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177517 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -22307730.000000 Penalty: 5996.826660
	Iteration 25Q: 3 clusters Score -2.230773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177518 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -22307748.000000 Penalty: 5996.826660
	Iteration 26Q: 3 clusters Score -2.230775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177519 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -22307748.000000 Penalty: 5996.826660
	Iteration 27Q: 3 clusters Score -2.230775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177518 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -22307746.000000 Penalty: 5996.826660
	Iteration 28Q: 3 clusters Score -2.230775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177519 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -22307738.000000 Penalty: 5996.826660
	Iteration 29Q: 3 clusters Score -2.230774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177521 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -22307734.000000 Penalty: 5996.826660
	Iteration 30Q: 3 clusters Score -2.230773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177521 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -22307746.000000 Penalty: 5996.826660
	Iteration 31Q: 3 clusters Score -2.230775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177521 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -22307746.000000 Penalty: 5996.826660
	Iteration 32F: 3 clusters Score -2.230775e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Entering Unmasked Estep 
Score: -2520154.500000 Penalty: 2457.301758
	Iteration 0F: 2 clusters Score -2520154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2506012.750000 Penalty: 4914.603516
	Iteration 0F: 3 clusters Score -2506013 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2510791.250000 Penalty: 4914.603516
	Iteration 1F: 3 clusters Score -2510791 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2511232.250000 Penalty: 4914.603516
	Iteration 2F: 3 clusters Score -2511232 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2511604.250000 Penalty: 4914.603516
	Iteration 3Q: 3 clusters Score -2511604 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2511952.250000 Penalty: 4914.603516
	Iteration 4Q: 3 clusters Score -2511952 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2512345.750000 Penalty: 4914.603516
	Iteration 5Q: 3 clusters Score -2512346 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2512840.000000 Penalty: 4914.603516
	Iteration 6Q: 3 clusters Score -2512840 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2513516.000000 Penalty: 4914.603516
	Iteration 7F: 3 clusters Score -2513516 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2514394.500000 Penalty: 4914.603516
	Iteration 8F: 3 clusters Score -2514394 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2515366.250000 Penalty: 4914.603516
	Iteration 9F: 3 clusters Score -2515366 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2516280.250000 Penalty: 4914.603516
	Iteration 10F: 3 clusters Score -2516280 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2516915.000000 Penalty: 4914.603516
	Iteration 11Q: 3 clusters Score -2516915 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2517319.000000 Penalty: 4914.603516
	Iteration 12Q: 3 clusters Score -2517319 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2517578.500000 Penalty: 4914.603516
	Iteration 13Q: 3 clusters Score -2517578 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2517738.250000 Penalty: 4914.603516
	Iteration 14Q: 3 clusters Score -2517738 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2517845.500000 Penalty: 4914.603516
	Iteration 15Q: 3 clusters Score -2517846 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2517937.500000 Penalty: 4914.603516
	Iteration 16Q: 3 clusters Score -2517938 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2518003.500000 Penalty: 4914.603516
	Iteration 17Q: 3 clusters Score -2518004 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2518043.500000 Penalty: 4914.603516
	Iteration 18Q: 3 clusters Score -2518044 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2518085.500000 Penalty: 4914.603516
	Iteration 19Q: 3 clusters Score -2518086 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2518146.000000 Penalty: 4914.603516
	Iteration 20F: 3 clusters Score -2518146 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2518183.750000 Penalty: 4914.603516
	Iteration 21Q: 3 clusters Score -2518184 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2518222.500000 Penalty: 4914.603516
	Iteration 22Q: 3 clusters Score -2518222 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2518254.750000 Penalty: 4914.603516
	Iteration 23Q: 3 clusters Score -2518255 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2518271.750000 Penalty: 4914.603516
	Iteration 24Q: 3 clusters Score -2518272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2518293.250000 Penalty: 4914.603516
	Iteration 25Q: 3 clusters Score -2518293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2518301.500000 Penalty: 4914.603516
	Iteration 26Q: 3 clusters Score -2518302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2518317.750000 Penalty: 4914.603516
	Iteration 27Q: 3 clusters Score -2518318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2518313.750000 Penalty: 4914.603516
	Iteration 28Q: 3 clusters Score -2518314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2518324.250000 Penalty: 4914.603516
	Iteration 29Q: 3 clusters Score -2518324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2518322.250000 Penalty: 4914.603516
	Iteration 30Q: 3 clusters Score -2518322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2518324.000000 Penalty: 4914.603516
	Iteration 31Q: 3 clusters Score -2518324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2518322.000000 Penalty: 4914.603516
	Iteration 32Q: 3 clusters Score -2518322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2518324.000000 Penalty: 4914.603516
	Iteration 33Q: 3 clusters Score -2518324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2518324.000000 Penalty: 4914.603516
	Iteration 34Q: 3 clusters Score -2518324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2518328.750000 Penalty: 4914.603516
	Iteration 35Q: 3 clusters Score -2518329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2518328.000000 Penalty: 4914.603516
	Iteration 36Q: 3 clusters Score -2518328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2518328.000000 Penalty: 4914.603516
	Iteration 37F: 3 clusters Score -2518328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Entering Unmasked Estep 
Score: -281773.562500 Penalty: 1953.312256
	Iteration 0F: 2 clusters Score -281773.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -278775.718750 Penalty: 3906.624512
	Iteration 0F: 3 clusters Score -278775.7 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -279447.750000 Penalty: 3906.624512
	Iteration 1F: 3 clusters Score -279447.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -279618.562500 Penalty: 3906.624512
	Iteration 2F: 3 clusters Score -279618.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -279719.375000 Penalty: 3906.624512
	Iteration 3Q: 3 clusters Score -279719.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -279790.187500 Penalty: 3906.624512
	Iteration 4Q: 3 clusters Score -279790.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -279850.812500 Penalty: 3906.624512
	Iteration 5Q: 3 clusters Score -279850.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -279889.187500 Penalty: 3906.624512
	Iteration 6Q: 3 clusters Score -279889.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -279917.093750 Penalty: 3906.624512
	Iteration 7Q: 3 clusters Score -279917.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -279959.000000 Penalty: 3906.624512
	Iteration 8Q: 3 clusters Score -279959 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -280000.375000 Penalty: 3906.624512
	Iteration 9Q: 3 clusters Score -280000.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -280042.718750 Penalty: 3906.624512
	Iteration 10Q: 3 clusters Score -280042.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -280090.062500 Penalty: 3906.624512
	Iteration 11Q: 3 clusters Score -280090.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -280127.750000 Penalty: 3906.624512
	Iteration 12Q: 3 clusters Score -280127.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -280151.937500 Penalty: 3906.624512
	Iteration 13Q: 3 clusters Score -280151.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -280179.906250 Penalty: 3906.624512
	Iteration 14Q: 3 clusters Score -280179.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -280200.593750 Penalty: 3906.624512
	Iteration 15Q: 3 clusters Score -280200.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -280216.781250 Penalty: 3906.624512
	Iteration 16Q: 3 clusters Score -280216.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -280232.812500 Penalty: 3906.624512
	Iteration 17Q: 3 clusters Score -280232.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -280246.625000 Penalty: 3906.624512
	Iteration 18Q: 3 clusters Score -280246.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -280261.531250 Penalty: 3906.624512
	Iteration 19Q: 3 clusters Score -280261.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -280275.562500 Penalty: 3906.624512
	Iteration 20F: 3 clusters Score -280275.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -280291.250000 Penalty: 3906.624512
	Iteration 21Q: 3 clusters Score -280291.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -280306.656250 Penalty: 3906.624512
	Iteration 22Q: 3 clusters Score -280306.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -280322.187500 Penalty: 3906.624512
	Iteration 23Q: 3 clusters Score -280322.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -280338.218750 Penalty: 3906.624512
	Iteration 24Q: 3 clusters Score -280338.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -280344.968750 Penalty: 3906.624512
	Iteration 25Q: 3 clusters Score -280345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -280346.781250 Penalty: 3906.624512
	Iteration 26Q: 3 clusters Score -280346.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -280348.000000 Penalty: 3906.624512
	Iteration 27Q: 3 clusters Score -280348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -280350.406250 Penalty: 3906.624512
	Iteration 28Q: 3 clusters Score -280350.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -280354.437500 Penalty: 3906.624512
	Iteration 29Q: 3 clusters Score -280354.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -280357.000000 Penalty: 3906.624512
	Iteration 30Q: 3 clusters Score -280357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -280356.718750 Penalty: 3906.624512
	Iteration 31Q: 3 clusters Score -280356.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -280356.718750 Penalty: 3906.624512
	Iteration 32F: 3 clusters Score -280356.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Entering Unmasked Estep 
Score: -1074554.125000 Penalty: 2260.911621
	Iteration 0F: 2 clusters Score -1074554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1067441.125000 Penalty: 4521.823242
	Iteration 0F: 3 clusters Score -1067441 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1069843.375000 Penalty: 4521.823242
	Iteration 1F: 3 clusters Score -1069843 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1070718.375000 Penalty: 4521.823242
	Iteration 2F: 3 clusters Score -1070718 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1071547.125000 Penalty: 4521.823242
	Iteration 3F: 3 clusters Score -1071547 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1072261.000000 Penalty: 4521.823242
	Iteration 4F: 3 clusters Score -1072261 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1072796.375000 Penalty: 4521.823242
	Iteration 5F: 3 clusters Score -1072796 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1073153.250000 Penalty: 4521.823242
	Iteration 6Q: 3 clusters Score -1073153 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1073354.625000 Penalty: 4521.823242
	Iteration 7Q: 3 clusters Score -1073355 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1073479.625000 Penalty: 4521.823242
	Iteration 8Q: 3 clusters Score -1073480 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1073575.000000 Penalty: 4521.823242
	Iteration 9Q: 3 clusters Score -1073575 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1073619.500000 Penalty: 4521.823242
	Iteration 10Q: 3 clusters Score -1073620 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1073647.250000 Penalty: 4521.823242
	Iteration 11Q: 3 clusters Score -1073647 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1073663.625000 Penalty: 4521.823242
	Iteration 12Q: 3 clusters Score -1073664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1073681.000000 Penalty: 4521.823242
	Iteration 13Q: 3 clusters Score -1073681 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1073696.250000 Penalty: 4521.823242
	Iteration 14Q: 3 clusters Score -1073696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1073706.875000 Penalty: 4521.823242
	Iteration 15Q: 3 clusters Score -1073707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1073714.625000 Penalty: 4521.823242
	Iteration 16Q: 3 clusters Score -1073715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1073720.125000 Penalty: 4521.823242
	Iteration 17Q: 3 clusters Score -1073720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1073725.625000 Penalty: 4521.823242
	Iteration 18Q: 3 clusters Score -1073726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1073726.750000 Penalty: 4521.823242
	Iteration 19Q: 3 clusters Score -1073727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1073730.500000 Penalty: 4521.823242
	Iteration 20F: 3 clusters Score -1073730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1073731.500000 Penalty: 4521.823242
	Iteration 21Q: 3 clusters Score -1073732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1073733.875000 Penalty: 4521.823242
	Iteration 22Q: 3 clusters Score -1073734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1073733.875000 Penalty: 4521.823242
	Iteration 23F: 3 clusters Score -1073734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Entering Unmasked Estep 
Score: -4764076.000000 Penalty: 2623.081787
	Iteration 0F: 2 clusters Score -4764076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -4737449.500000 Penalty: 5246.163574
	Iteration 0F: 3 clusters Score -4737450 nChanged 17949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -4747525.500000 Penalty: 5246.163574
	Iteration 1F: 3 clusters Score -4747526 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -4748286.000000 Penalty: 5246.163574
	Iteration 2Q: 3 clusters Score -4748286 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -4749231.500000 Penalty: 5246.163574
	Iteration 3Q: 3 clusters Score -4749232 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -4750335.000000 Penalty: 5246.163574
	Iteration 4F: 3 clusters Score -4750335 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -4751724.000000 Penalty: 5246.163574
	Iteration 5F: 3 clusters Score -4751724 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -4753143.000000 Penalty: 5246.163574
	Iteration 6F: 3 clusters Score -4753143 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -4754502.500000 Penalty: 5246.163574
	Iteration 7F: 3 clusters Score -4754502 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -4755797.500000 Penalty: 5246.163574
	Iteration 8F: 3 clusters Score -4755798 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -4756816.500000 Penalty: 5246.163574
	Iteration 9Q: 3 clusters Score -4756816 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -4757640.500000 Penalty: 5246.163574
	Iteration 10Q: 3 clusters Score -4757640 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -4758321.000000 Penalty: 5246.163574
	Iteration 11Q: 3 clusters Score -4758321 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -4758923.000000 Penalty: 5246.163574
	Iteration 12Q: 3 clusters Score -4758923 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -4759407.000000 Penalty: 5246.163574
	Iteration 13Q: 3 clusters Score -4759407 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -4759845.000000 Penalty: 5246.163574
	Iteration 14Q: 3 clusters Score -4759845 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -4760231.500000 Penalty: 5246.163574
	Iteration 15Q: 3 clusters Score -4760232 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -4760588.500000 Penalty: 5246.163574
	Iteration 16Q: 3 clusters Score -4760588 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -4760970.500000 Penalty: 5246.163574
	Iteration 17Q: 3 clusters Score -4760970 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -4761347.000000 Penalty: 5246.163574
	Iteration 18Q: 3 clusters Score -4761347 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -4761772.500000 Penalty: 5246.163574
	Iteration 19Q: 3 clusters Score -4761772 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -4762203.000000 Penalty: 5246.163574
	Iteration 20F: 3 clusters Score -4762203 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -4762547.000000 Penalty: 5246.163574
	Iteration 21Q: 3 clusters Score -4762547 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -4762760.000000 Penalty: 5246.163574
	Iteration 22Q: 3 clusters Score -4762760 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -4762860.000000 Penalty: 5246.163574
	Iteration 23Q: 3 clusters Score -4762860 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -4762915.000000 Penalty: 5246.163574
	Iteration 24Q: 3 clusters Score -4762915 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -4762980.500000 Penalty: 5246.163574
	Iteration 25Q: 3 clusters Score -4762980 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -4763012.000000 Penalty: 5246.163574
	Iteration 26Q: 3 clusters Score -4763012 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -4763050.500000 Penalty: 5246.163574
	Iteration 27Q: 3 clusters Score -4763050 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -4763045.500000 Penalty: 5246.163574
	Iteration 28Q: 3 clusters Score -4763046 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -4763044.000000 Penalty: 5246.163574
	Iteration 29Q: 3 clusters Score -4763044 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -4763064.500000 Penalty: 5246.163574
	Iteration 30Q: 3 clusters Score -4763064 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -4763082.000000 Penalty: 5246.163574
	Iteration 31Q: 3 clusters Score -4763082 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -4763094.500000 Penalty: 5246.163574
	Iteration 32Q: 3 clusters Score -4763094 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -4763098.500000 Penalty: 5246.163574
	Iteration 33Q: 3 clusters Score -4763098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -4763092.500000 Penalty: 5246.163574
	Iteration 34Q: 3 clusters Score -4763092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -4763104.000000 Penalty: 5246.163574
	Iteration 35Q: 3 clusters Score -4763104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -4763115.000000 Penalty: 5246.163574
	Iteration 36Q: 3 clusters Score -4763115 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -4763115.000000 Penalty: 5246.163574
	Iteration 37Q: 3 clusters Score -4763115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -4763122.000000 Penalty: 5246.163574
	Iteration 38Q: 3 clusters Score -4763122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -4763123.000000 Penalty: 5246.163574
	Iteration 39Q: 3 clusters Score -4763123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -4763117.500000 Penalty: 5246.163574
	Iteration 40F: 3 clusters Score -4763118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -4763115.500000 Penalty: 5246.163574
	Iteration 41Q: 3 clusters Score -4763116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -4763118.000000 Penalty: 5246.163574
	Iteration 42Q: 3 clusters Score -4763118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -4763117.000000 Penalty: 5246.163574
	Iteration 43Q: 3 clusters Score -4763117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -4763123.000000 Penalty: 5246.163574
	Iteration 44Q: 3 clusters Score -4763123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -4763129.500000 Penalty: 5246.163574
	Iteration 45Q: 3 clusters Score -4763130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -4763122.500000 Penalty: 5246.163574
	Iteration 46Q: 3 clusters Score -4763122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -4763127.000000 Penalty: 5246.163574
	Iteration 47Q: 3 clusters Score -4763127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -4763128.000000 Penalty: 5246.163574
	Iteration 48Q: 3 clusters Score -4763128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -4763128.000000 Penalty: 5246.163574
	Iteration 49Q: 3 clusters Score -4763128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -4763133.500000 Penalty: 5246.163574
	Iteration 50Q: 3 clusters Score -4763134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -4763134.000000 Penalty: 5246.163574
	Iteration 51Q: 3 clusters Score -4763134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -4763130.000000 Penalty: 5246.163574
	Iteration 52Q: 3 clusters Score -4763130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -4763128.500000 Penalty: 5246.163574
	Iteration 53Q: 3 clusters Score -4763128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -4763129.500000 Penalty: 5246.163574
	Iteration 54Q: 3 clusters Score -4763130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -4763133.500000 Penalty: 5246.163574
	Iteration 55Q: 3 clusters Score -4763134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -4763134.500000 Penalty: 5246.163574
	Iteration 56Q: 3 clusters Score -4763134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -4763138.500000 Penalty: 5246.163574
	Iteration 57Q: 3 clusters Score -4763138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -4763149.000000 Penalty: 5246.163574
	Iteration 58Q: 3 clusters Score -4763149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -4763155.500000 Penalty: 5246.163574
	Iteration 59Q: 3 clusters Score -4763156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -4763147.000000 Penalty: 5246.163574
	Iteration 60F: 3 clusters Score -4763147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -4763154.500000 Penalty: 5246.163574
	Iteration 61Q: 3 clusters Score -4763154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -4763156.500000 Penalty: 5246.163574
	Iteration 62Q: 3 clusters Score -4763156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -4763160.000000 Penalty: 5246.163574
	Iteration 63Q: 3 clusters Score -4763160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -4763166.500000 Penalty: 5246.163574
	Iteration 64Q: 3 clusters Score -4763166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -4763162.500000 Penalty: 5246.163574
	Iteration 65Q: 3 clusters Score -4763162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -4763171.000000 Penalty: 5246.163574
	Iteration 66Q: 3 clusters Score -4763171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -4763172.000000 Penalty: 5246.163574
	Iteration 67Q: 3 clusters Score -4763172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -4763167.500000 Penalty: 5246.163574
	Iteration 68Q: 3 clusters Score -4763168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -4763172.000000 Penalty: 5246.163574
	Iteration 69Q: 3 clusters Score -4763172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -4763169.000000 Penalty: 5246.163574
	Iteration 70Q: 3 clusters Score -4763169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -4763174.000000 Penalty: 5246.163574
	Iteration 71Q: 3 clusters Score -4763174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -4763177.000000 Penalty: 5246.163574
	Iteration 72Q: 3 clusters Score -4763177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -4763177.500000 Penalty: 5246.163574
	Iteration 73Q: 3 clusters Score -4763178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -4763173.000000 Penalty: 5246.163574
	Iteration 74Q: 3 clusters Score -4763173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -4763174.000000 Penalty: 5246.163574
	Iteration 75Q: 3 clusters Score -4763174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -4763174.000000 Penalty: 5246.163574
	Iteration 76Q: 3 clusters Score -4763174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -4763174.000000 Penalty: 5246.163574
	Iteration 77Q: 3 clusters Score -4763174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -4763174.500000 Penalty: 5246.163574
	Iteration 78Q: 3 clusters Score -4763174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -4763174.500000 Penalty: 5246.163574
	Iteration 79Q: 3 clusters Score -4763174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -4763168.500000 Penalty: 5246.163574
	Iteration 80F: 3 clusters Score -4763168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -4763167.500000 Penalty: 5246.163574
	Iteration 81Q: 3 clusters Score -4763168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -4763171.000000 Penalty: 5246.163574
	Iteration 82Q: 3 clusters Score -4763171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -4763165.500000 Penalty: 5246.163574
	Iteration 83Q: 3 clusters Score -4763166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -4763171.000000 Penalty: 5246.163574
	Iteration 84Q: 3 clusters Score -4763171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -4763173.500000 Penalty: 5246.163574
	Iteration 85Q: 3 clusters Score -4763174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -4763176.000000 Penalty: 5246.163574
	Iteration 86Q: 3 clusters Score -4763176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -4763178.500000 Penalty: 5246.163574
	Iteration 87Q: 3 clusters Score -4763178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -4763171.500000 Penalty: 5246.163574
	Iteration 88Q: 3 clusters Score -4763172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -4763173.000000 Penalty: 5246.163574
	Iteration 89Q: 3 clusters Score -4763173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -4763170.000000 Penalty: 5246.163574
	Iteration 90Q: 3 clusters Score -4763170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -4763169.500000 Penalty: 5246.163574
	Iteration 91Q: 3 clusters Score -4763170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -4763169.500000 Penalty: 5246.163574
	Iteration 92Q: 3 clusters Score -4763170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -4763171.000000 Penalty: 5246.163574
	Iteration 93Q: 3 clusters Score -4763171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -4763171.000000 Penalty: 5246.163574
	Iteration 94F: 3 clusters Score -4763171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (277152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277152 members 
Entering Unmasked Estep 
Score: -34385044.000000 Penalty: 3108.015625
	Iteration 0F: 2 clusters Score -3.438504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138853 members 
Mstep: Class 2 contains 138299 members 
Entering Unmasked Estep 
Score: -34207792.000000 Penalty: 6216.031250
	Iteration 0F: 3 clusters Score -3.420779e+07 nChanged 133995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143040 members 
Mstep: Class 2 contains 134112 members 
Entering Unmasked Estep 
Score: -34286104.000000 Penalty: 6216.031250
	Iteration 1F: 3 clusters Score -3.42861e+07 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146093 members 
Mstep: Class 2 contains 131059 members 
Entering Unmasked Estep 
Score: -34287644.000000 Penalty: 6216.031250
	Iteration 2Q: 3 clusters Score -3.428764e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150791 members 
Mstep: Class 2 contains 126361 members 
Entering Unmasked Estep 
Score: -34289524.000000 Penalty: 6216.031250
	Iteration 3Q: 3 clusters Score -3.428952e+07 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158141 members 
Mstep: Class 2 contains 119011 members 
Entering Unmasked Estep 
Score: -34292888.000000 Penalty: 6216.031250
	Iteration 4Q: 3 clusters Score -3.429289e+07 nChanged 11883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169106 members 
Mstep: Class 2 contains 108046 members 
Entering Unmasked Estep 
Score: -34298912.000000 Penalty: 6216.031250
	Iteration 5Q: 3 clusters Score -3.429891e+07 nChanged 15692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184340 members 
Mstep: Class 2 contains 92812 members 
Entering Unmasked Estep 
Score: -34308768.000000 Penalty: 6216.031250
	Iteration 6F: 3 clusters Score -3.430877e+07 nChanged 19913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204065 members 
Mstep: Class 2 contains 73087 members 
Entering Unmasked Estep 
Score: -34323720.000000 Penalty: 6216.031250
	Iteration 7F: 3 clusters Score -3.432372e+07 nChanged 21331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225296 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -34340952.000000 Penalty: 6216.031250
	Iteration 8F: 3 clusters Score -3.434095e+07 nChanged 18379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243555 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -34356892.000000 Penalty: 6216.031250
	Iteration 9F: 3 clusters Score -3.435689e+07 nChanged 13241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256710 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -34368164.000000 Penalty: 6216.031250
	Iteration 10Q: 3 clusters Score -3.436816e+07 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264810 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -34374912.000000 Penalty: 6216.031250
	Iteration 11Q: 3 clusters Score -3.437491e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269615 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -34378156.000000 Penalty: 6216.031250
	Iteration 12Q: 3 clusters Score -3.437816e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272301 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -34379660.000000 Penalty: 6216.031250
	Iteration 13Q: 3 clusters Score -3.437966e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273823 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -34380512.000000 Penalty: 6216.031250
	Iteration 14Q: 3 clusters Score -3.438051e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274774 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -34381240.000000 Penalty: 6216.031250
	Iteration 15Q: 3 clusters Score -3.438124e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275308 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -34381536.000000 Penalty: 6216.031250
	Iteration 16Q: 3 clusters Score -3.438154e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275633 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -34381792.000000 Penalty: 6216.031250
	Iteration 17Q: 3 clusters Score -3.438179e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275827 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -34381876.000000 Penalty: 6216.031250
	Iteration 18Q: 3 clusters Score -3.438188e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275952 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -34382016.000000 Penalty: 6216.031250
	Iteration 19Q: 3 clusters Score -3.438202e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276035 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -34382104.000000 Penalty: 6216.031250
	Iteration 20F: 3 clusters Score -3.43821e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276105 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -34382152.000000 Penalty: 6216.031250
	Iteration 21Q: 3 clusters Score -3.438215e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276146 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -34382240.000000 Penalty: 6216.031250
	Iteration 22Q: 3 clusters Score -3.438224e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276173 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -34382272.000000 Penalty: 6216.031250
	Iteration 23Q: 3 clusters Score -3.438227e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276207 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -34382300.000000 Penalty: 6216.031250
	Iteration 24Q: 3 clusters Score -3.43823e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276235 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -34382316.000000 Penalty: 6216.031250
	Iteration 25Q: 3 clusters Score -3.438232e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276241 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -34382348.000000 Penalty: 6216.031250
	Iteration 26Q: 3 clusters Score -3.438235e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276249 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -34382348.000000 Penalty: 6216.031250
	Iteration 27Q: 3 clusters Score -3.438235e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276256 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -34382396.000000 Penalty: 6216.031250
	Iteration 28Q: 3 clusters Score -3.43824e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276270 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -34382408.000000 Penalty: 6216.031250
	Iteration 29Q: 3 clusters Score -3.438241e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276285 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -34382420.000000 Penalty: 6216.031250
	Iteration 30Q: 3 clusters Score -3.438242e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276298 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -34382428.000000 Penalty: 6216.031250
	Iteration 31Q: 3 clusters Score -3.438243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276307 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -34382432.000000 Penalty: 6216.031250
	Iteration 32Q: 3 clusters Score -3.438243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276308 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -34382424.000000 Penalty: 6216.031250
	Iteration 33Q: 3 clusters Score -3.438242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276317 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -34382432.000000 Penalty: 6216.031250
	Iteration 34Q: 3 clusters Score -3.438243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276322 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -34382444.000000 Penalty: 6216.031250
	Iteration 35Q: 3 clusters Score -3.438244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276327 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -34382464.000000 Penalty: 6216.031250
	Iteration 36Q: 3 clusters Score -3.438246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276336 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -34382460.000000 Penalty: 6216.031250
	Iteration 37Q: 3 clusters Score -3.438246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276345 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -34382468.000000 Penalty: 6216.031250
	Iteration 38Q: 3 clusters Score -3.438247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276357 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -34382472.000000 Penalty: 6216.031250
	Iteration 39Q: 3 clusters Score -3.438247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276363 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -34382472.000000 Penalty: 6216.031250
	Iteration 40F: 3 clusters Score -3.438247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276369 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -34382476.000000 Penalty: 6216.031250
	Iteration 41Q: 3 clusters Score -3.438248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276373 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -34382476.000000 Penalty: 6216.031250
	Iteration 42Q: 3 clusters Score -3.438248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276379 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -34382468.000000 Penalty: 6216.031250
	Iteration 43Q: 3 clusters Score -3.438247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276382 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -34382504.000000 Penalty: 6216.031250
	Iteration 44Q: 3 clusters Score -3.43825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276383 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -34382496.000000 Penalty: 6216.031250
	Iteration 45Q: 3 clusters Score -3.43825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276384 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -34382480.000000 Penalty: 6216.031250
	Iteration 46Q: 3 clusters Score -3.438248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276385 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -34382484.000000 Penalty: 6216.031250
	Iteration 47Q: 3 clusters Score -3.438248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276388 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -34382484.000000 Penalty: 6216.031250
	Iteration 48Q: 3 clusters Score -3.438248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276391 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -34382480.000000 Penalty: 6216.031250
	Iteration 49Q: 3 clusters Score -3.438248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276394 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -34382492.000000 Penalty: 6216.031250
	Iteration 50Q: 3 clusters Score -3.438249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276396 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -34382484.000000 Penalty: 6216.031250
	Iteration 51Q: 3 clusters Score -3.438248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276396 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -34382480.000000 Penalty: 6216.031250
	Iteration 52Q: 3 clusters Score -3.438248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276394 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -34382492.000000 Penalty: 6216.031250
	Iteration 53Q: 3 clusters Score -3.438249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276393 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -34382492.000000 Penalty: 6216.031250
	Iteration 54Q: 3 clusters Score -3.438249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276393 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -34382492.000000 Penalty: 6216.031250
	Iteration 55F: 3 clusters Score -3.438249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Entering Unmasked Estep 
Score: -1800192.875000 Penalty: 2376.790527
	Iteration 0F: 2 clusters Score -1800193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1789707.375000 Penalty: 4753.581055
	Iteration 0F: 3 clusters Score -1789707 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1793023.250000 Penalty: 4753.581055
	Iteration 1F: 3 clusters Score -1793023 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1793401.750000 Penalty: 4753.581055
	Iteration 2F: 3 clusters Score -1793402 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1793680.625000 Penalty: 4753.581055
	Iteration 3Q: 3 clusters Score -1793681 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1793916.125000 Penalty: 4753.581055
	Iteration 4Q: 3 clusters Score -1793916 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1794108.250000 Penalty: 4753.581055
	Iteration 5Q: 3 clusters Score -1794108 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1794335.125000 Penalty: 4753.581055
	Iteration 6Q: 3 clusters Score -1794335 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1794583.375000 Penalty: 4753.581055
	Iteration 7Q: 3 clusters Score -1794583 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1794865.375000 Penalty: 4753.581055
	Iteration 8Q: 3 clusters Score -1794865 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1795171.375000 Penalty: 4753.581055
	Iteration 9Q: 3 clusters Score -1795171 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1795483.375000 Penalty: 4753.581055
	Iteration 10Q: 3 clusters Score -1795483 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1795816.500000 Penalty: 4753.581055
	Iteration 11Q: 3 clusters Score -1795816 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1796122.250000 Penalty: 4753.581055
	Iteration 12Q: 3 clusters Score -1796122 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1796410.875000 Penalty: 4753.581055
	Iteration 13Q: 3 clusters Score -1796411 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1796639.500000 Penalty: 4753.581055
	Iteration 14Q: 3 clusters Score -1796640 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1796802.250000 Penalty: 4753.581055
	Iteration 15Q: 3 clusters Score -1796802 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1796940.250000 Penalty: 4753.581055
	Iteration 16Q: 3 clusters Score -1796940 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1797070.125000 Penalty: 4753.581055
	Iteration 17Q: 3 clusters Score -1797070 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1797173.875000 Penalty: 4753.581055
	Iteration 18Q: 3 clusters Score -1797174 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1797257.625000 Penalty: 4753.581055
	Iteration 19Q: 3 clusters Score -1797258 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1797320.000000 Penalty: 4753.581055
	Iteration 20F: 3 clusters Score -1797320 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1797383.375000 Penalty: 4753.581055
	Iteration 21Q: 3 clusters Score -1797383 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1797445.750000 Penalty: 4753.581055
	Iteration 22Q: 3 clusters Score -1797446 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1797501.250000 Penalty: 4753.581055
	Iteration 23Q: 3 clusters Score -1797501 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1797554.625000 Penalty: 4753.581055
	Iteration 24Q: 3 clusters Score -1797555 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1797610.250000 Penalty: 4753.581055
	Iteration 25Q: 3 clusters Score -1797610 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1797661.875000 Penalty: 4753.581055
	Iteration 26Q: 3 clusters Score -1797662 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1797720.875000 Penalty: 4753.581055
	Iteration 27Q: 3 clusters Score -1797721 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1797782.875000 Penalty: 4753.581055
	Iteration 28Q: 3 clusters Score -1797783 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1797857.625000 Penalty: 4753.581055
	Iteration 29Q: 3 clusters Score -1797858 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1797955.250000 Penalty: 4753.581055
	Iteration 30Q: 3 clusters Score -1797955 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1798033.500000 Penalty: 4753.581055
	Iteration 31Q: 3 clusters Score -1798034 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1798104.875000 Penalty: 4753.581055
	Iteration 32Q: 3 clusters Score -1798105 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1798176.250000 Penalty: 4753.581055
	Iteration 33Q: 3 clusters Score -1798176 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1798249.375000 Penalty: 4753.581055
	Iteration 34Q: 3 clusters Score -1798249 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1798301.250000 Penalty: 4753.581055
	Iteration 35Q: 3 clusters Score -1798301 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1798331.250000 Penalty: 4753.581055
	Iteration 36Q: 3 clusters Score -1798331 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1798350.125000 Penalty: 4753.581055
	Iteration 37Q: 3 clusters Score -1798350 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1798374.625000 Penalty: 4753.581055
	Iteration 38Q: 3 clusters Score -1798375 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1798391.125000 Penalty: 4753.581055
	Iteration 39Q: 3 clusters Score -1798391 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1798414.000000 Penalty: 4753.581055
	Iteration 40F: 3 clusters Score -1798414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1798424.375000 Penalty: 4753.581055
	Iteration 41Q: 3 clusters Score -1798424 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1798438.750000 Penalty: 4753.581055
	Iteration 42Q: 3 clusters Score -1798439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1798444.000000 Penalty: 4753.581055
	Iteration 43Q: 3 clusters Score -1798444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1798451.000000 Penalty: 4753.581055
	Iteration 44Q: 3 clusters Score -1798451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1798451.875000 Penalty: 4753.581055
	Iteration 45Q: 3 clusters Score -1798452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1798453.750000 Penalty: 4753.581055
	Iteration 46Q: 3 clusters Score -1798454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1798459.250000 Penalty: 4753.581055
	Iteration 47Q: 3 clusters Score -1798459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1798463.375000 Penalty: 4753.581055
	Iteration 48Q: 3 clusters Score -1798463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1798458.875000 Penalty: 4753.581055
	Iteration 49Q: 3 clusters Score -1798459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1798462.500000 Penalty: 4753.581055
	Iteration 50Q: 3 clusters Score -1798462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1798463.875000 Penalty: 4753.581055
	Iteration 51Q: 3 clusters Score -1798464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1798467.125000 Penalty: 4753.581055
	Iteration 52Q: 3 clusters Score -1798467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1798470.750000 Penalty: 4753.581055
	Iteration 53Q: 3 clusters Score -1798471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1798474.625000 Penalty: 4753.581055
	Iteration 54Q: 3 clusters Score -1798475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1798472.125000 Penalty: 4753.581055
	Iteration 55Q: 3 clusters Score -1798472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1798474.250000 Penalty: 4753.581055
	Iteration 56Q: 3 clusters Score -1798474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1798474.875000 Penalty: 4753.581055
	Iteration 57Q: 3 clusters Score -1798475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1798477.000000 Penalty: 4753.581055
	Iteration 58Q: 3 clusters Score -1798477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1798477.125000 Penalty: 4753.581055
	Iteration 59Q: 3 clusters Score -1798477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1798477.125000 Penalty: 4753.581055
	Iteration 60F: 3 clusters Score -1798477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 78162 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 10301 members 
Mstep: Class 8 contains 17093 members 
Mstep: Class 9 contains 267197 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 10470 members 
Mstep: Class 12 contains 56102 members 
Mstep: Class 13 contains 20201 members 
Mstep: Class 14 contains 22580 members 
Mstep: Class 15 contains 28313 members 
Mstep: Class 16 contains 81452 members 
Mstep: Class 17 contains 857 members 
Mstep: Class 18 contains 108652 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 178149 members 
Mstep: Class 21 contains 20100 members 
Mstep: Class 22 contains 2634 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39220 members 
Mstep: Class 25 contains 277152 members 
Mstep: Class 26 contains 14528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626416.000000 Penalty: 94130.875000
Iteration 399Q: 28 clusters Score -1.546264e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 78159 members 
Mstep: Class 3 contains 583 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 471 members 
Mstep: Class 7 contains 10299 members 
Mstep: Class 8 contains 17089 members 
Mstep: Class 9 contains 267249 members 
Mstep: Class 10 contains 4230 members 
Mstep: Class 11 contains 10470 members 
Mstep: Class 12 contains 56104 members 
Mstep: Class 13 contains 20203 members 
Mstep: Class 14 contains 22578 members 
Mstep: Class 15 contains 28314 members 
Mstep: Class 16 contains 81456 members 
Mstep: Class 17 contains 864 members 
Mstep: Class 18 contains 108630 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 178122 members 
Mstep: Class 21 contains 20098 members 
Mstep: Class 22 contains 2634 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39222 members 
Mstep: Class 25 contains 277160 members 
Mstep: Class 26 contains 14527 members 
Mstep: Class 27 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626544.000000 Penalty: 94130.875000
Iteration 400F: 28 clusters Score -1.546265e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 78156 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10298 members 
Mstep: Class 8 contains 17088 members 
Mstep: Class 9 contains 267302 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10471 members 
Mstep: Class 12 contains 56103 members 
Mstep: Class 13 contains 20203 members 
Mstep: Class 14 contains 22577 members 
Mstep: Class 15 contains 28310 members 
Mstep: Class 16 contains 81460 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108619 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 178084 members 
Mstep: Class 21 contains 20098 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39222 members 
Mstep: Class 25 contains 277158 members 
Mstep: Class 26 contains 14527 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626624.000000 Penalty: 94130.875000
Iteration 401Q: 28 clusters Score -1.546266e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 78166 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10299 members 
Mstep: Class 8 contains 17087 members 
Mstep: Class 9 contains 267364 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10474 members 
Mstep: Class 12 contains 56097 members 
Mstep: Class 13 contains 20203 members 
Mstep: Class 14 contains 22578 members 
Mstep: Class 15 contains 28309 members 
Mstep: Class 16 contains 81446 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108604 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 178052 members 
Mstep: Class 21 contains 20098 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39223 members 
Mstep: Class 25 contains 277151 members 
Mstep: Class 26 contains 14527 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626624.000000 Penalty: 94130.875000
Iteration 402Q: 28 clusters Score -1.546266e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 78169 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10301 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 267440 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10475 members 
Mstep: Class 12 contains 56095 members 
Mstep: Class 13 contains 20203 members 
Mstep: Class 14 contains 22577 members 
Mstep: Class 15 contains 28309 members 
Mstep: Class 16 contains 81443 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108580 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 178030 members 
Mstep: Class 21 contains 20095 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39222 members 
Mstep: Class 25 contains 277129 members 
Mstep: Class 26 contains 14525 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626752.000000 Penalty: 94130.875000
Iteration 403Q: 28 clusters Score -1.546268e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 78168 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10301 members 
Mstep: Class 8 contains 17087 members 
Mstep: Class 9 contains 267526 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10474 members 
Mstep: Class 12 contains 56101 members 
Mstep: Class 13 contains 20203 members 
Mstep: Class 14 contains 22577 members 
Mstep: Class 15 contains 28310 members 
Mstep: Class 16 contains 81430 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108566 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 178008 members 
Mstep: Class 21 contains 20090 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39222 members 
Mstep: Class 25 contains 277092 members 
Mstep: Class 26 contains 14524 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626848.000000 Penalty: 94130.875000
Iteration 404Q: 28 clusters Score -1.546268e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 78175 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10303 members 
Mstep: Class 8 contains 17091 members 
Mstep: Class 9 contains 267610 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 10474 members 
Mstep: Class 12 contains 56102 members 
Mstep: Class 13 contains 20204 members 
Mstep: Class 14 contains 22575 members 
Mstep: Class 15 contains 28311 members 
Mstep: Class 16 contains 81426 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108545 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177972 members 
Mstep: Class 21 contains 20082 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39223 members 
Mstep: Class 25 contains 277068 members 
Mstep: Class 26 contains 14522 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626688.000000 Penalty: 94130.875000
Iteration 405Q: 28 clusters Score -1.546267e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 78181 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10304 members 
Mstep: Class 8 contains 17095 members 
Mstep: Class 9 contains 267668 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 10478 members 
Mstep: Class 12 contains 56104 members 
Mstep: Class 13 contains 20203 members 
Mstep: Class 14 contains 22576 members 
Mstep: Class 15 contains 28309 members 
Mstep: Class 16 contains 81421 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108530 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177943 members 
Mstep: Class 21 contains 20076 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39224 members 
Mstep: Class 25 contains 277049 members 
Mstep: Class 26 contains 14527 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626640.000000 Penalty: 94130.875000
Iteration 406Q: 28 clusters Score -1.546266e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 78180 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10305 members 
Mstep: Class 8 contains 17100 members 
Mstep: Class 9 contains 267745 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 10480 members 
Mstep: Class 12 contains 56102 members 
Mstep: Class 13 contains 20203 members 
Mstep: Class 14 contains 22576 members 
Mstep: Class 15 contains 28307 members 
Mstep: Class 16 contains 81412 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108515 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177914 members 
Mstep: Class 21 contains 20077 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39223 members 
Mstep: Class 25 contains 277024 members 
Mstep: Class 26 contains 14526 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626480.000000 Penalty: 94130.875000
Iteration 407Q: 28 clusters Score -1.546265e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 78180 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10306 members 
Mstep: Class 8 contains 17100 members 
Mstep: Class 9 contains 267814 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 10480 members 
Mstep: Class 12 contains 56102 members 
Mstep: Class 13 contains 20204 members 
Mstep: Class 14 contains 22576 members 
Mstep: Class 15 contains 28306 members 
Mstep: Class 16 contains 81405 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108485 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177913 members 
Mstep: Class 21 contains 20073 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39221 members 
Mstep: Class 25 contains 277002 members 
Mstep: Class 26 contains 14523 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626576.000000 Penalty: 94130.875000
Iteration 408Q: 28 clusters Score -1.546266e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 78178 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10306 members 
Mstep: Class 8 contains 17105 members 
Mstep: Class 9 contains 267847 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10478 members 
Mstep: Class 12 contains 56101 members 
Mstep: Class 13 contains 20206 members 
Mstep: Class 14 contains 22576 members 
Mstep: Class 15 contains 28303 members 
Mstep: Class 16 contains 81402 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108465 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177898 members 
Mstep: Class 21 contains 20071 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39223 members 
Mstep: Class 25 contains 277010 members 
Mstep: Class 26 contains 14520 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626576.000000 Penalty: 94130.875000
Iteration 409Q: 28 clusters Score -1.546266e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 78171 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10304 members 
Mstep: Class 8 contains 17108 members 
Mstep: Class 9 contains 267882 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10478 members 
Mstep: Class 12 contains 56102 members 
Mstep: Class 13 contains 20209 members 
Mstep: Class 14 contains 22576 members 
Mstep: Class 15 contains 28297 members 
Mstep: Class 16 contains 81394 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108459 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177888 members 
Mstep: Class 21 contains 20071 members 
Mstep: Class 22 contains 2636 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39222 members 
Mstep: Class 25 contains 277013 members 
Mstep: Class 26 contains 14513 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626576.000000 Penalty: 94130.875000
Iteration 410Q: 28 clusters Score -1.546266e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 78165 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10304 members 
Mstep: Class 8 contains 17105 members 
Mstep: Class 9 contains 267930 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 10476 members 
Mstep: Class 12 contains 56107 members 
Mstep: Class 13 contains 20209 members 
Mstep: Class 14 contains 22578 members 
Mstep: Class 15 contains 28293 members 
Mstep: Class 16 contains 81390 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108453 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177883 members 
Mstep: Class 21 contains 20070 members 
Mstep: Class 22 contains 2636 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39221 members 
Mstep: Class 25 contains 276997 members 
Mstep: Class 26 contains 14508 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626688.000000 Penalty: 94130.875000
Iteration 411Q: 28 clusters Score -1.546267e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 78158 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10307 members 
Mstep: Class 8 contains 17099 members 
Mstep: Class 9 contains 267978 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 10479 members 
Mstep: Class 12 contains 56111 members 
Mstep: Class 13 contains 20208 members 
Mstep: Class 14 contains 22578 members 
Mstep: Class 15 contains 28290 members 
Mstep: Class 16 contains 81390 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108452 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177877 members 
Mstep: Class 21 contains 20072 members 
Mstep: Class 22 contains 2636 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39221 members 
Mstep: Class 25 contains 276970 members 
Mstep: Class 26 contains 14500 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626576.000000 Penalty: 94130.875000
Iteration 412Q: 28 clusters Score -1.546266e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 78151 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2768 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10309 members 
Mstep: Class 8 contains 17097 members 
Mstep: Class 9 contains 268030 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10481 members 
Mstep: Class 12 contains 56106 members 
Mstep: Class 13 contains 20208 members 
Mstep: Class 14 contains 22578 members 
Mstep: Class 15 contains 28289 members 
Mstep: Class 16 contains 81384 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108438 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177862 members 
Mstep: Class 21 contains 20073 members 
Mstep: Class 22 contains 2636 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39222 members 
Mstep: Class 25 contains 276962 members 
Mstep: Class 26 contains 14498 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626720.000000 Penalty: 94130.875000
Iteration 413Q: 28 clusters Score -1.546267e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 78139 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10308 members 
Mstep: Class 8 contains 17094 members 
Mstep: Class 9 contains 268088 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10483 members 
Mstep: Class 12 contains 56108 members 
Mstep: Class 13 contains 20207 members 
Mstep: Class 14 contains 22578 members 
Mstep: Class 15 contains 28287 members 
Mstep: Class 16 contains 81380 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108425 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177866 members 
Mstep: Class 21 contains 20074 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39221 members 
Mstep: Class 25 contains 276927 members 
Mstep: Class 26 contains 14501 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626656.000000 Penalty: 94130.875000
Iteration 414Q: 28 clusters Score -1.546267e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 78141 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10305 members 
Mstep: Class 8 contains 17089 members 
Mstep: Class 9 contains 268166 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10484 members 
Mstep: Class 12 contains 56103 members 
Mstep: Class 13 contains 20206 members 
Mstep: Class 14 contains 22578 members 
Mstep: Class 15 contains 28284 members 
Mstep: Class 16 contains 81374 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108407 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177868 members 
Mstep: Class 21 contains 20076 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39225 members 
Mstep: Class 25 contains 276880 members 
Mstep: Class 26 contains 14499 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626768.000000 Penalty: 94130.875000
Iteration 415Q: 28 clusters Score -1.546268e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 78146 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10301 members 
Mstep: Class 8 contains 17087 members 
Mstep: Class 9 contains 268227 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10484 members 
Mstep: Class 12 contains 56101 members 
Mstep: Class 13 contains 20205 members 
Mstep: Class 14 contains 22577 members 
Mstep: Class 15 contains 28284 members 
Mstep: Class 16 contains 81374 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108394 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177870 members 
Mstep: Class 21 contains 20080 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39226 members 
Mstep: Class 25 contains 276832 members 
Mstep: Class 26 contains 14497 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626832.000000 Penalty: 94130.875000
Iteration 416Q: 28 clusters Score -1.546268e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 78149 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10302 members 
Mstep: Class 8 contains 17087 members 
Mstep: Class 9 contains 268256 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10482 members 
Mstep: Class 12 contains 56095 members 
Mstep: Class 13 contains 20204 members 
Mstep: Class 14 contains 22577 members 
Mstep: Class 15 contains 28283 members 
Mstep: Class 16 contains 81372 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108382 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177858 members 
Mstep: Class 21 contains 20080 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 276833 members 
Mstep: Class 26 contains 14497 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626864.000000 Penalty: 94130.875000
Iteration 417Q: 28 clusters Score -1.546269e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 78149 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2768 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10298 members 
Mstep: Class 8 contains 17086 members 
Mstep: Class 9 contains 268286 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10479 members 
Mstep: Class 12 contains 56084 members 
Mstep: Class 13 contains 20204 members 
Mstep: Class 14 contains 22577 members 
Mstep: Class 15 contains 28282 members 
Mstep: Class 16 contains 81359 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108366 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177852 members 
Mstep: Class 21 contains 20073 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 276863 members 
Mstep: Class 26 contains 14498 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626912.000000 Penalty: 94130.875000
Iteration 418Q: 28 clusters Score -1.546269e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 78147 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10293 members 
Mstep: Class 8 contains 17088 members 
Mstep: Class 9 contains 268342 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10482 members 
Mstep: Class 12 contains 56078 members 
Mstep: Class 13 contains 20205 members 
Mstep: Class 14 contains 22579 members 
Mstep: Class 15 contains 28281 members 
Mstep: Class 16 contains 81347 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108351 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177841 members 
Mstep: Class 21 contains 20069 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39225 members 
Mstep: Class 25 contains 276861 members 
Mstep: Class 26 contains 14495 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627024.000000 Penalty: 94130.875000
Iteration 419Q: 28 clusters Score -1.54627e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 78149 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10290 members 
Mstep: Class 8 contains 17089 members 
Mstep: Class 9 contains 268379 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10477 members 
Mstep: Class 12 contains 56065 members 
Mstep: Class 13 contains 20205 members 
Mstep: Class 14 contains 22579 members 
Mstep: Class 15 contains 28282 members 
Mstep: Class 16 contains 81346 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108332 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177816 members 
Mstep: Class 21 contains 20070 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39223 members 
Mstep: Class 25 contains 276892 members 
Mstep: Class 26 contains 14494 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626720.000000 Penalty: 94130.875000
Iteration 420F: 28 clusters Score -1.546267e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 78155 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10289 members 
Mstep: Class 8 contains 17090 members 
Mstep: Class 9 contains 268404 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10478 members 
Mstep: Class 12 contains 56050 members 
Mstep: Class 13 contains 20206 members 
Mstep: Class 14 contains 22579 members 
Mstep: Class 15 contains 28282 members 
Mstep: Class 16 contains 81349 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108317 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177777 members 
Mstep: Class 21 contains 20068 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39223 members 
Mstep: Class 25 contains 276924 members 
Mstep: Class 26 contains 14497 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626576.000000 Penalty: 94130.875000
Iteration 421Q: 28 clusters Score -1.546266e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 78159 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10289 members 
Mstep: Class 8 contains 17091 members 
Mstep: Class 9 contains 268415 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 10479 members 
Mstep: Class 12 contains 56039 members 
Mstep: Class 13 contains 20208 members 
Mstep: Class 14 contains 22580 members 
Mstep: Class 15 contains 28281 members 
Mstep: Class 16 contains 81341 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108299 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177744 members 
Mstep: Class 21 contains 20070 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39223 members 
Mstep: Class 25 contains 276978 members 
Mstep: Class 26 contains 14494 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626608.000000 Penalty: 94130.875000
Iteration 422Q: 28 clusters Score -1.546266e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 78157 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10289 members 
Mstep: Class 8 contains 17090 members 
Mstep: Class 9 contains 268417 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 10479 members 
Mstep: Class 12 contains 56032 members 
Mstep: Class 13 contains 20208 members 
Mstep: Class 14 contains 22579 members 
Mstep: Class 15 contains 28281 members 
Mstep: Class 16 contains 81336 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108294 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177710 members 
Mstep: Class 21 contains 20069 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39224 members 
Mstep: Class 25 contains 277031 members 
Mstep: Class 26 contains 14495 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626624.000000 Penalty: 94130.875000
Iteration 423Q: 28 clusters Score -1.546266e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 78158 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10288 members 
Mstep: Class 8 contains 17093 members 
Mstep: Class 9 contains 268391 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 10479 members 
Mstep: Class 12 contains 56026 members 
Mstep: Class 13 contains 20206 members 
Mstep: Class 14 contains 22580 members 
Mstep: Class 15 contains 28281 members 
Mstep: Class 16 contains 81337 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108294 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177677 members 
Mstep: Class 21 contains 20072 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39225 members 
Mstep: Class 25 contains 277095 members 
Mstep: Class 26 contains 14491 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626800.000000 Penalty: 94130.875000
Iteration 424Q: 28 clusters Score -1.546268e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 78158 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10290 members 
Mstep: Class 8 contains 17094 members 
Mstep: Class 9 contains 268368 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 10478 members 
Mstep: Class 12 contains 56017 members 
Mstep: Class 13 contains 20206 members 
Mstep: Class 14 contains 22581 members 
Mstep: Class 15 contains 28281 members 
Mstep: Class 16 contains 81330 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108302 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177645 members 
Mstep: Class 21 contains 20071 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39226 members 
Mstep: Class 25 contains 277159 members 
Mstep: Class 26 contains 14486 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626768.000000 Penalty: 94130.875000
Iteration 425Q: 28 clusters Score -1.546268e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 78161 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10292 members 
Mstep: Class 8 contains 17093 members 
Mstep: Class 9 contains 268350 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 10475 members 
Mstep: Class 12 contains 56008 members 
Mstep: Class 13 contains 20205 members 
Mstep: Class 14 contains 22579 members 
Mstep: Class 15 contains 28281 members 
Mstep: Class 16 contains 81333 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108302 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177606 members 
Mstep: Class 21 contains 20070 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39225 members 
Mstep: Class 25 contains 277234 members 
Mstep: Class 26 contains 14479 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626816.000000 Penalty: 94130.875000
Iteration 426Q: 28 clusters Score -1.546268e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 78160 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10292 members 
Mstep: Class 8 contains 17095 members 
Mstep: Class 9 contains 268353 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 10474 members 
Mstep: Class 12 contains 55996 members 
Mstep: Class 13 contains 20205 members 
Mstep: Class 14 contains 22577 members 
Mstep: Class 15 contains 28282 members 
Mstep: Class 16 contains 81344 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108312 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177547 members 
Mstep: Class 21 contains 20068 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39225 members 
Mstep: Class 25 contains 277282 members 
Mstep: Class 26 contains 14478 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626768.000000 Penalty: 94130.875000
Iteration 427Q: 28 clusters Score -1.546268e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 78163 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10293 members 
Mstep: Class 8 contains 17094 members 
Mstep: Class 9 contains 268366 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 10472 members 
Mstep: Class 12 contains 55987 members 
Mstep: Class 13 contains 20205 members 
Mstep: Class 14 contains 22577 members 
Mstep: Class 15 contains 28282 members 
Mstep: Class 16 contains 81341 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108307 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 177500 members 
Mstep: Class 21 contains 20067 members 
Mstep: Class 22 contains 2638 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 39226 members 
Mstep: Class 25 contains 277335 members 
Mstep: Class 26 contains 14476 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626944.000000 Penalty: 94130.875000
Iteration 428Q: 28 clusters Score -1.546269e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78162 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10290 members 
Mstep: Class 8 contains 17100 members 
Mstep: Class 9 contains 268394 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 10464 members 
Mstep: Class 12 contains 55977 members 
Mstep: Class 13 contains 20205 members 
Mstep: Class 14 contains 22577 members 
Mstep: Class 15 contains 28282 members 
Mstep: Class 16 contains 81346 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108301 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177458 members 
Mstep: Class 21 contains 20066 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9106 members 
Mstep: Class 24 contains 39226 members 
Mstep: Class 25 contains 277368 members 
Mstep: Class 26 contains 14475 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626912.000000 Penalty: 94130.875000
Iteration 429Q: 28 clusters Score -1.546269e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 78159 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10279 members 
Mstep: Class 8 contains 17103 members 
Mstep: Class 9 contains 268414 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 10464 members 
Mstep: Class 12 contains 55971 members 
Mstep: Class 13 contains 20206 members 
Mstep: Class 14 contains 22577 members 
Mstep: Class 15 contains 28277 members 
Mstep: Class 16 contains 81345 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108294 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 177455 members 
Mstep: Class 21 contains 20068 members 
Mstep: Class 22 contains 2636 members 
Mstep: Class 23 contains 9106 members 
Mstep: Class 24 contains 39226 members 
Mstep: Class 25 contains 277381 members 
Mstep: Class 26 contains 14473 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626864.000000 Penalty: 94130.875000
Iteration 430Q: 28 clusters Score -1.546269e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78159 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10271 members 
Mstep: Class 8 contains 17107 members 
Mstep: Class 9 contains 268427 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 10460 members 
Mstep: Class 12 contains 55956 members 
Mstep: Class 13 contains 20206 members 
Mstep: Class 14 contains 22574 members 
Mstep: Class 15 contains 28276 members 
Mstep: Class 16 contains 81336 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108293 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 177442 members 
Mstep: Class 21 contains 20072 members 
Mstep: Class 22 contains 2636 members 
Mstep: Class 23 contains 9106 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 277419 members 
Mstep: Class 26 contains 14466 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627024.000000 Penalty: 94130.875000
Iteration 431Q: 28 clusters Score -1.54627e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 78154 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10266 members 
Mstep: Class 8 contains 17106 members 
Mstep: Class 9 contains 268449 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 10456 members 
Mstep: Class 12 contains 55949 members 
Mstep: Class 13 contains 20209 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28274 members 
Mstep: Class 16 contains 81333 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108290 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 177422 members 
Mstep: Class 21 contains 20076 members 
Mstep: Class 22 contains 2636 members 
Mstep: Class 23 contains 9106 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 277444 members 
Mstep: Class 26 contains 14463 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626976.000000 Penalty: 94130.875000
Iteration 432Q: 28 clusters Score -1.54627e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78159 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10266 members 
Mstep: Class 8 contains 17107 members 
Mstep: Class 9 contains 268488 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10449 members 
Mstep: Class 12 contains 55946 members 
Mstep: Class 13 contains 20207 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28275 members 
Mstep: Class 16 contains 81326 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108292 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 177395 members 
Mstep: Class 21 contains 20083 members 
Mstep: Class 22 contains 2636 members 
Mstep: Class 23 contains 9106 members 
Mstep: Class 24 contains 39228 members 
Mstep: Class 25 contains 277439 members 
Mstep: Class 26 contains 14456 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626832.000000 Penalty: 94130.875000
Iteration 433Q: 28 clusters Score -1.546268e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78162 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10263 members 
Mstep: Class 8 contains 17111 members 
Mstep: Class 9 contains 268523 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10446 members 
Mstep: Class 12 contains 55939 members 
Mstep: Class 13 contains 20208 members 
Mstep: Class 14 contains 22574 members 
Mstep: Class 15 contains 28271 members 
Mstep: Class 16 contains 81325 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108298 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 177367 members 
Mstep: Class 21 contains 20079 members 
Mstep: Class 22 contains 2636 members 
Mstep: Class 23 contains 9106 members 
Mstep: Class 24 contains 39226 members 
Mstep: Class 25 contains 277443 members 
Mstep: Class 26 contains 14453 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626800.000000 Penalty: 94130.875000
Iteration 434Q: 28 clusters Score -1.546268e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 78155 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10263 members 
Mstep: Class 8 contains 17115 members 
Mstep: Class 9 contains 268559 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10443 members 
Mstep: Class 12 contains 55935 members 
Mstep: Class 13 contains 20207 members 
Mstep: Class 14 contains 22574 members 
Mstep: Class 15 contains 28269 members 
Mstep: Class 16 contains 81322 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108293 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 177336 members 
Mstep: Class 21 contains 20076 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9106 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 277466 members 
Mstep: Class 26 contains 14448 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626704.000000 Penalty: 94130.875000
Iteration 435Q: 28 clusters Score -1.546267e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 78156 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10262 members 
Mstep: Class 8 contains 17113 members 
Mstep: Class 9 contains 268588 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 10440 members 
Mstep: Class 12 contains 55930 members 
Mstep: Class 13 contains 20207 members 
Mstep: Class 14 contains 22574 members 
Mstep: Class 15 contains 28269 members 
Mstep: Class 16 contains 81322 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108292 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177303 members 
Mstep: Class 21 contains 20078 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9106 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 277480 members 
Mstep: Class 26 contains 14448 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626640.000000 Penalty: 94130.875000
Iteration 436Q: 28 clusters Score -1.546266e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 78152 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10260 members 
Mstep: Class 8 contains 17113 members 
Mstep: Class 9 contains 268612 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 10439 members 
Mstep: Class 12 contains 55925 members 
Mstep: Class 13 contains 20206 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28269 members 
Mstep: Class 16 contains 81321 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108293 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177271 members 
Mstep: Class 21 contains 20080 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9106 members 
Mstep: Class 24 contains 39228 members 
Mstep: Class 25 contains 277498 members 
Mstep: Class 26 contains 14448 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626816.000000 Penalty: 94130.875000
Iteration 437Q: 28 clusters Score -1.546268e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 78144 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10259 members 
Mstep: Class 8 contains 17112 members 
Mstep: Class 9 contains 268644 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10439 members 
Mstep: Class 12 contains 55922 members 
Mstep: Class 13 contains 20207 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28269 members 
Mstep: Class 16 contains 81325 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108297 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177235 members 
Mstep: Class 21 contains 20078 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9106 members 
Mstep: Class 24 contains 39225 members 
Mstep: Class 25 contains 277512 members 
Mstep: Class 26 contains 14448 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626912.000000 Penalty: 94130.875000
Iteration 438Q: 28 clusters Score -1.546269e+08 nChanged 244
Entering ConstructFrom: 
Score: -154626912.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (14844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Entering Unmasked Estep 
Score: -1771710.875000 Penalty: 2382.127197
	Iteration 0F: 2 clusters Score -1771711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1760916.750000 Penalty: 4764.254395
	Iteration 0F: 3 clusters Score -1760917 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1764539.250000 Penalty: 4764.254395
	Iteration 1F: 3 clusters Score -1764539 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1765128.625000 Penalty: 4764.254395
	Iteration 2F: 3 clusters Score -1765129 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1765665.000000 Penalty: 4764.254395
	Iteration 3F: 3 clusters Score -1765665 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1766180.625000 Penalty: 4764.254395
	Iteration 4F: 3 clusters Score -1766181 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1766736.125000 Penalty: 4764.254395
	Iteration 5F: 3 clusters Score -1766736 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1767288.625000 Penalty: 4764.254395
	Iteration 6F: 3 clusters Score -1767289 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1767887.125000 Penalty: 4764.254395
	Iteration 7Q: 3 clusters Score -1767887 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1768384.625000 Penalty: 4764.254395
	Iteration 8Q: 3 clusters Score -1768385 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1768803.625000 Penalty: 4764.254395
	Iteration 9Q: 3 clusters Score -1768804 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1769101.000000 Penalty: 4764.254395
	Iteration 10Q: 3 clusters Score -1769101 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1769313.875000 Penalty: 4764.254395
	Iteration 11Q: 3 clusters Score -1769314 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1769459.250000 Penalty: 4764.254395
	Iteration 12Q: 3 clusters Score -1769459 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1769536.125000 Penalty: 4764.254395
	Iteration 13Q: 3 clusters Score -1769536 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1769592.000000 Penalty: 4764.254395
	Iteration 14Q: 3 clusters Score -1769592 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1769622.625000 Penalty: 4764.254395
	Iteration 15Q: 3 clusters Score -1769623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1769650.000000 Penalty: 4764.254395
	Iteration 16Q: 3 clusters Score -1769650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1769663.125000 Penalty: 4764.254395
	Iteration 17Q: 3 clusters Score -1769663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1769677.625000 Penalty: 4764.254395
	Iteration 18Q: 3 clusters Score -1769678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1769686.250000 Penalty: 4764.254395
	Iteration 19Q: 3 clusters Score -1769686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1769699.125000 Penalty: 4764.254395
	Iteration 20F: 3 clusters Score -1769699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1769701.000000 Penalty: 4764.254395
	Iteration 21Q: 3 clusters Score -1769701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1769708.500000 Penalty: 4764.254395
	Iteration 22Q: 3 clusters Score -1769708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1769709.750000 Penalty: 4764.254395
	Iteration 23Q: 3 clusters Score -1769710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1769712.500000 Penalty: 4764.254395
	Iteration 24Q: 3 clusters Score -1769712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1769715.500000 Penalty: 4764.254395
	Iteration 25Q: 3 clusters Score -1769716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1769717.250000 Penalty: 4764.254395
	Iteration 26Q: 3 clusters Score -1769717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1769721.000000 Penalty: 4764.254395
	Iteration 27Q: 3 clusters Score -1769721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1769723.750000 Penalty: 4764.254395
	Iteration 28Q: 3 clusters Score -1769724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1769724.500000 Penalty: 4764.254395
	Iteration 29Q: 3 clusters Score -1769724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1769729.875000 Penalty: 4764.254395
	Iteration 30Q: 3 clusters Score -1769730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1769731.000000 Penalty: 4764.254395
	Iteration 31Q: 3 clusters Score -1769731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1769732.000000 Penalty: 4764.254395
	Iteration 32Q: 3 clusters Score -1769732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1769734.250000 Penalty: 4764.254395
	Iteration 33Q: 3 clusters Score -1769734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1769733.625000 Penalty: 4764.254395
	Iteration 34Q: 3 clusters Score -1769734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1769733.625000 Penalty: 4764.254395
	Iteration 35F: 3 clusters Score -1769734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (78136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78136 members 
Entering Unmasked Estep 
Score: -9456348.000000 Penalty: 2794.019043
	Iteration 0F: 2 clusters Score -9456348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -9404054.000000 Penalty: 5588.038086
	Iteration 0F: 3 clusters Score -9404054 nChanged 36518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -9424822.000000 Penalty: 5588.038086
	Iteration 1F: 3 clusters Score -9424822 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -9425684.000000 Penalty: 5588.038086
	Iteration 2Q: 3 clusters Score -9425684 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -9426766.000000 Penalty: 5588.038086
	Iteration 3Q: 3 clusters Score -9426766 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -9428327.000000 Penalty: 5588.038086
	Iteration 4Q: 3 clusters Score -9428327 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -9430442.000000 Penalty: 5588.038086
	Iteration 5F: 3 clusters Score -9430442 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 52485 members 
Entering Unmasked Estep 
Score: -9433365.000000 Penalty: 5588.038086
	Iteration 6F: 3 clusters Score -9433365 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 56984 members 
Entering Unmasked Estep 
Score: -9436935.000000 Penalty: 5588.038086
	Iteration 7F: 3 clusters Score -9436935 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 61748 members 
Entering Unmasked Estep 
Score: -9440707.000000 Penalty: 5588.038086
	Iteration 8F: 3 clusters Score -9440707 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 66370 members 
Entering Unmasked Estep 
Score: -9444483.000000 Penalty: 5588.038086
	Iteration 9F: 3 clusters Score -9444483 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 70354 members 
Entering Unmasked Estep 
Score: -9447766.000000 Penalty: 5588.038086
	Iteration 10F: 3 clusters Score -9447766 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 73391 members 
Entering Unmasked Estep 
Score: -9450358.000000 Penalty: 5588.038086
	Iteration 11Q: 3 clusters Score -9450358 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 75411 members 
Entering Unmasked Estep 
Score: -9452110.000000 Penalty: 5588.038086
	Iteration 12Q: 3 clusters Score -9452110 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 76591 members 
Entering Unmasked Estep 
Score: -9453017.000000 Penalty: 5588.038086
	Iteration 13Q: 3 clusters Score -9453017 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 77136 members 
Entering Unmasked Estep 
Score: -9453466.000000 Penalty: 5588.038086
	Iteration 14Q: 3 clusters Score -9453466 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 77413 members 
Entering Unmasked Estep 
Score: -9453697.000000 Penalty: 5588.038086
	Iteration 15Q: 3 clusters Score -9453697 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 77535 members 
Entering Unmasked Estep 
Score: -9453769.000000 Penalty: 5588.038086
	Iteration 16Q: 3 clusters Score -9453769 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 77604 members 
Entering Unmasked Estep 
Score: -9453827.000000 Penalty: 5588.038086
	Iteration 17Q: 3 clusters Score -9453827 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 77643 members 
Entering Unmasked Estep 
Score: -9453883.000000 Penalty: 5588.038086
	Iteration 18Q: 3 clusters Score -9453883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 77664 members 
Entering Unmasked Estep 
Score: -9453920.000000 Penalty: 5588.038086
	Iteration 19Q: 3 clusters Score -9453920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 77671 members 
Entering Unmasked Estep 
Score: -9453923.000000 Penalty: 5588.038086
	Iteration 20F: 3 clusters Score -9453923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 77677 members 
Entering Unmasked Estep 
Score: -9453917.000000 Penalty: 5588.038086
	Iteration 21Q: 3 clusters Score -9453917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 77679 members 
Entering Unmasked Estep 
Score: -9453928.000000 Penalty: 5588.038086
	Iteration 22Q: 3 clusters Score -9453928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 77683 members 
Entering Unmasked Estep 
Score: -9453931.000000 Penalty: 5588.038086
	Iteration 23Q: 3 clusters Score -9453931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 77685 members 
Entering Unmasked Estep 
Score: -9453940.000000 Penalty: 5588.038086
	Iteration 24Q: 3 clusters Score -9453940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 77687 members 
Entering Unmasked Estep 
Score: -9453951.000000 Penalty: 5588.038086
	Iteration 25Q: 3 clusters Score -9453951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 77688 members 
Entering Unmasked Estep 
Score: -9453943.000000 Penalty: 5588.038086
	Iteration 26Q: 3 clusters Score -9453943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 77691 members 
Entering Unmasked Estep 
Score: -9453949.000000 Penalty: 5588.038086
	Iteration 27Q: 3 clusters Score -9453949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 77696 members 
Entering Unmasked Estep 
Score: -9453946.000000 Penalty: 5588.038086
	Iteration 28Q: 3 clusters Score -9453946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 77698 members 
Entering Unmasked Estep 
Score: -9453947.000000 Penalty: 5588.038086
	Iteration 29Q: 3 clusters Score -9453947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 77702 members 
Entering Unmasked Estep 
Score: -9453955.000000 Penalty: 5588.038086
	Iteration 30Q: 3 clusters Score -9453955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 77706 members 
Entering Unmasked Estep 
Score: -9453942.000000 Penalty: 5588.038086
	Iteration 31Q: 3 clusters Score -9453942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 77708 members 
Entering Unmasked Estep 
Score: -9453949.000000 Penalty: 5588.038086
	Iteration 32Q: 3 clusters Score -9453949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 77708 members 
Entering Unmasked Estep 
Score: -9453949.000000 Penalty: 5588.038086
	Iteration 33F: 3 clusters Score -9453949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Entering Unmasked Estep 
Score: -62840.765625 Penalty: 1579.735474
	Iteration 0F: 2 clusters Score -62840.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61274.976562 Penalty: 3159.470947
	Iteration 0F: 3 clusters Score -61274.98 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61544.566406 Penalty: 3159.470947
	Iteration 1F: 3 clusters Score -61544.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61666.613281 Penalty: 3159.470947
	Iteration 2F: 3 clusters Score -61666.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61772.906250 Penalty: 3159.470947
	Iteration 3Q: 3 clusters Score -61772.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61818.363281 Penalty: 3159.470947
	Iteration 4Q: 3 clusters Score -61818.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61841.105469 Penalty: 3159.470947
	Iteration 5Q: 3 clusters Score -61841.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61855.414062 Penalty: 3159.470947
	Iteration 6Q: 3 clusters Score -61855.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61864.910156 Penalty: 3159.470947
	Iteration 7Q: 3 clusters Score -61864.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61868.257812 Penalty: 3159.470947
	Iteration 8Q: 3 clusters Score -61868.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61878.195312 Penalty: 3159.470947
	Iteration 9Q: 3 clusters Score -61878.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61880.710938 Penalty: 3159.470947
	Iteration 10Q: 3 clusters Score -61880.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61880.710938 Penalty: 3159.470947
	Iteration 11F: 3 clusters Score -61880.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Entering Unmasked Estep 
Score: -313823.312500 Penalty: 1965.886963
	Iteration 0F: 2 clusters Score -313823.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -310731.000000 Penalty: 3931.773926
	Iteration 0F: 3 clusters Score -310731 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -311312.156250 Penalty: 3931.773926
	Iteration 1F: 3 clusters Score -311312.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -311474.375000 Penalty: 3931.773926
	Iteration 2F: 3 clusters Score -311474.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -311593.656250 Penalty: 3931.773926
	Iteration 3F: 3 clusters Score -311593.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -311679.093750 Penalty: 3931.773926
	Iteration 4Q: 3 clusters Score -311679.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -311749.593750 Penalty: 3931.773926
	Iteration 5Q: 3 clusters Score -311749.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -311807.656250 Penalty: 3931.773926
	Iteration 6Q: 3 clusters Score -311807.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -311857.343750 Penalty: 3931.773926
	Iteration 7Q: 3 clusters Score -311857.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -311909.375000 Penalty: 3931.773926
	Iteration 8Q: 3 clusters Score -311909.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -311956.343750 Penalty: 3931.773926
	Iteration 9Q: 3 clusters Score -311956.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -312015.718750 Penalty: 3931.773926
	Iteration 10Q: 3 clusters Score -312015.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -312053.593750 Penalty: 3931.773926
	Iteration 11Q: 3 clusters Score -312053.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -312089.031250 Penalty: 3931.773926
	Iteration 12Q: 3 clusters Score -312089 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -312121.562500 Penalty: 3931.773926
	Iteration 13Q: 3 clusters Score -312121.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -312149.187500 Penalty: 3931.773926
	Iteration 14Q: 3 clusters Score -312149.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -312170.500000 Penalty: 3931.773926
	Iteration 15Q: 3 clusters Score -312170.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -312195.093750 Penalty: 3931.773926
	Iteration 16Q: 3 clusters Score -312195.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -312217.187500 Penalty: 3931.773926
	Iteration 17Q: 3 clusters Score -312217.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -312235.468750 Penalty: 3931.773926
	Iteration 18Q: 3 clusters Score -312235.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -312261.562500 Penalty: 3931.773926
	Iteration 19Q: 3 clusters Score -312261.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -312281.812500 Penalty: 3931.773926
	Iteration 20F: 3 clusters Score -312281.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -312300.500000 Penalty: 3931.773926
	Iteration 21Q: 3 clusters Score -312300.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -312316.437500 Penalty: 3931.773926
	Iteration 22Q: 3 clusters Score -312316.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -312328.000000 Penalty: 3931.773926
	Iteration 23Q: 3 clusters Score -312328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -312333.375000 Penalty: 3931.773926
	Iteration 24Q: 3 clusters Score -312333.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -312335.500000 Penalty: 3931.773926
	Iteration 25Q: 3 clusters Score -312335.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -312336.531250 Penalty: 3931.773926
	Iteration 26Q: 3 clusters Score -312336.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -312338.312500 Penalty: 3931.773926
	Iteration 27Q: 3 clusters Score -312338.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -312340.156250 Penalty: 3931.773926
	Iteration 28Q: 3 clusters Score -312340.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -312341.281250 Penalty: 3931.773926
	Iteration 29Q: 3 clusters Score -312341.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -312342.000000 Penalty: 3931.773926
	Iteration 30Q: 3 clusters Score -312342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -312344.000000 Penalty: 3931.773926
	Iteration 31Q: 3 clusters Score -312344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -312345.187500 Penalty: 3931.773926
	Iteration 32Q: 3 clusters Score -312345.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -312346.312500 Penalty: 3931.773926
	Iteration 33Q: 3 clusters Score -312346.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -312347.625000 Penalty: 3931.773926
	Iteration 34Q: 3 clusters Score -312347.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -312347.968750 Penalty: 3931.773926
	Iteration 35Q: 3 clusters Score -312348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -312349.062500 Penalty: 3931.773926
	Iteration 36Q: 3 clusters Score -312349.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -312348.468750 Penalty: 3931.773926
	Iteration 37Q: 3 clusters Score -312348.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -312349.625000 Penalty: 3931.773926
	Iteration 38Q: 3 clusters Score -312349.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -312351.031250 Penalty: 3931.773926
	Iteration 39Q: 3 clusters Score -312351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -312351.500000 Penalty: 3931.773926
	Iteration 40F: 3 clusters Score -312351.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -312352.750000 Penalty: 3931.773926
	Iteration 41Q: 3 clusters Score -312352.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -312353.843750 Penalty: 3931.773926
	Iteration 42Q: 3 clusters Score -312353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -312355.562500 Penalty: 3931.773926
	Iteration 43Q: 3 clusters Score -312355.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -312358.312500 Penalty: 3931.773926
	Iteration 44Q: 3 clusters Score -312358.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -312360.156250 Penalty: 3931.773926
	Iteration 45Q: 3 clusters Score -312360.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -312363.218750 Penalty: 3931.773926
	Iteration 46Q: 3 clusters Score -312363.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -312366.656250 Penalty: 3931.773926
	Iteration 47Q: 3 clusters Score -312366.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -312373.468750 Penalty: 3931.773926
	Iteration 48Q: 3 clusters Score -312373.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -312381.343750 Penalty: 3931.773926
	Iteration 49Q: 3 clusters Score -312381.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -312385.031250 Penalty: 3931.773926
	Iteration 50Q: 3 clusters Score -312385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -312391.843750 Penalty: 3931.773926
	Iteration 51Q: 3 clusters Score -312391.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -312399.281250 Penalty: 3931.773926
	Iteration 52Q: 3 clusters Score -312399.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -312406.937500 Penalty: 3931.773926
	Iteration 53Q: 3 clusters Score -312406.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -312412.531250 Penalty: 3931.773926
	Iteration 54Q: 3 clusters Score -312412.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -312415.406250 Penalty: 3931.773926
	Iteration 55Q: 3 clusters Score -312415.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -312422.437500 Penalty: 3931.773926
	Iteration 56Q: 3 clusters Score -312422.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -312427.468750 Penalty: 3931.773926
	Iteration 57Q: 3 clusters Score -312427.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -312431.250000 Penalty: 3931.773926
	Iteration 58Q: 3 clusters Score -312431.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -312434.906250 Penalty: 3931.773926
	Iteration 59Q: 3 clusters Score -312434.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -312437.937500 Penalty: 3931.773926
	Iteration 60F: 3 clusters Score -312437.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -312438.781250 Penalty: 3931.773926
	Iteration 61Q: 3 clusters Score -312438.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -312438.781250 Penalty: 3931.773926
	Iteration 62F: 3 clusters Score -312438.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Entering Unmasked Estep 
Score: -488689.906250 Penalty: 2058.222900
	Iteration 0F: 2 clusters Score -488689.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -484819.562500 Penalty: 4116.445801
	Iteration 0F: 3 clusters Score -484819.6 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -485736.625000 Penalty: 4116.445801
	Iteration 1F: 3 clusters Score -485736.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -485916.812500 Penalty: 4116.445801
	Iteration 2F: 3 clusters Score -485916.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -486024.093750 Penalty: 4116.445801
	Iteration 3Q: 3 clusters Score -486024.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -486108.625000 Penalty: 4116.445801
	Iteration 4Q: 3 clusters Score -486108.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -486179.531250 Penalty: 4116.445801
	Iteration 5Q: 3 clusters Score -486179.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -486238.781250 Penalty: 4116.445801
	Iteration 6Q: 3 clusters Score -486238.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -486314.812500 Penalty: 4116.445801
	Iteration 7Q: 3 clusters Score -486314.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -486374.093750 Penalty: 4116.445801
	Iteration 8Q: 3 clusters Score -486374.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -486430.843750 Penalty: 4116.445801
	Iteration 9Q: 3 clusters Score -486430.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -486490.750000 Penalty: 4116.445801
	Iteration 10Q: 3 clusters Score -486490.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -486557.906250 Penalty: 4116.445801
	Iteration 11Q: 3 clusters Score -486557.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -486624.906250 Penalty: 4116.445801
	Iteration 12Q: 3 clusters Score -486624.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -486695.250000 Penalty: 4116.445801
	Iteration 13Q: 3 clusters Score -486695.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -486757.156250 Penalty: 4116.445801
	Iteration 14Q: 3 clusters Score -486757.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -486814.718750 Penalty: 4116.445801
	Iteration 15Q: 3 clusters Score -486814.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -486856.968750 Penalty: 4116.445801
	Iteration 16Q: 3 clusters Score -486857 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -486893.281250 Penalty: 4116.445801
	Iteration 17Q: 3 clusters Score -486893.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -486920.125000 Penalty: 4116.445801
	Iteration 18Q: 3 clusters Score -486920.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -486950.437500 Penalty: 4116.445801
	Iteration 19Q: 3 clusters Score -486950.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -486981.281250 Penalty: 4116.445801
	Iteration 20F: 3 clusters Score -486981.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -487009.500000 Penalty: 4116.445801
	Iteration 21Q: 3 clusters Score -487009.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -487023.593750 Penalty: 4116.445801
	Iteration 22Q: 3 clusters Score -487023.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -487030.593750 Penalty: 4116.445801
	Iteration 23Q: 3 clusters Score -487030.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -487038.187500 Penalty: 4116.445801
	Iteration 24Q: 3 clusters Score -487038.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -487044.906250 Penalty: 4116.445801
	Iteration 25Q: 3 clusters Score -487044.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -487054.593750 Penalty: 4116.445801
	Iteration 26Q: 3 clusters Score -487054.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -487059.531250 Penalty: 4116.445801
	Iteration 27Q: 3 clusters Score -487059.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -487061.281250 Penalty: 4116.445801
	Iteration 28Q: 3 clusters Score -487061.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -487063.593750 Penalty: 4116.445801
	Iteration 29Q: 3 clusters Score -487063.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -487065.781250 Penalty: 4116.445801
	Iteration 30Q: 3 clusters Score -487065.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -487067.562500 Penalty: 4116.445801
	Iteration 31Q: 3 clusters Score -487067.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -487070.937500 Penalty: 4116.445801
	Iteration 32Q: 3 clusters Score -487070.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -487073.468750 Penalty: 4116.445801
	Iteration 33Q: 3 clusters Score -487073.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -487076.031250 Penalty: 4116.445801
	Iteration 34Q: 3 clusters Score -487076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -487077.375000 Penalty: 4116.445801
	Iteration 35Q: 3 clusters Score -487077.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -487080.781250 Penalty: 4116.445801
	Iteration 36Q: 3 clusters Score -487080.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -487081.687500 Penalty: 4116.445801
	Iteration 37Q: 3 clusters Score -487081.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -487085.062500 Penalty: 4116.445801
	Iteration 38Q: 3 clusters Score -487085.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -487086.312500 Penalty: 4116.445801
	Iteration 39Q: 3 clusters Score -487086.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -487086.468750 Penalty: 4116.445801
	Iteration 40F: 3 clusters Score -487086.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -46474.105469 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -46474.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45026.015625 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -45026.02 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45470.492188 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -45470.49 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45841.023438 Penalty: 3053.861572
	Iteration 2F: 3 clusters Score -45841.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46189.839844 Penalty: 3053.861572
	Iteration 3F: 3 clusters Score -46189.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46546.109375 Penalty: 3053.861572
	Iteration 4F: 3 clusters Score -46546.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46854.949219 Penalty: 3053.861572
	Iteration 5Q: 3 clusters Score -46854.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -47203.441406 Penalty: 3053.861572
	Iteration 6Q: 3 clusters Score -47203.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47314.082031 Penalty: 3053.861572
	Iteration 7Q: 3 clusters Score -47314.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47427.242188 Penalty: 3053.861572
	Iteration 8Q: 3 clusters Score -47427.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47566.250000 Penalty: 3053.861572
	Iteration 9Q: 3 clusters Score -47566.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47566.250000 Penalty: 3053.861572
	Iteration 10F: 3 clusters Score -47566.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78136 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 10259 members 
Mstep: Class 8 contains 17113 members 
Mstep: Class 9 contains 268687 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10440 members 
Mstep: Class 12 contains 55915 members 
Mstep: Class 13 contains 20211 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28269 members 
Mstep: Class 16 contains 81319 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108305 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177213 members 
Mstep: Class 21 contains 20079 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9106 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 277497 members 
Mstep: Class 26 contains 14442 members 
Mstep: Class 27 contains 1023 members 
Mstep: Class 28 contains 253 members 
Entering Unmasked Estep 
Score: -154626032.000000 Penalty: 97617.203125
Splitting cluster 6 changes total score from -154626912.000000 to -154626032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Entering Unmasked Estep 
Score: -1285056.500000 Penalty: 2290.505859
	Iteration 0F: 2 clusters Score -1285056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1277172.375000 Penalty: 4581.011719
	Iteration 0F: 3 clusters Score -1277172 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1279410.000000 Penalty: 4581.011719
	Iteration 1F: 3 clusters Score -1279410 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1279687.125000 Penalty: 4581.011719
	Iteration 2F: 3 clusters Score -1279687 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1279895.125000 Penalty: 4581.011719
	Iteration 3Q: 3 clusters Score -1279895 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1280089.500000 Penalty: 4581.011719
	Iteration 4Q: 3 clusters Score -1280090 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1280251.250000 Penalty: 4581.011719
	Iteration 5Q: 3 clusters Score -1280251 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1280382.125000 Penalty: 4581.011719
	Iteration 6Q: 3 clusters Score -1280382 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1280479.625000 Penalty: 4581.011719
	Iteration 7Q: 3 clusters Score -1280480 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1280584.000000 Penalty: 4581.011719
	Iteration 8Q: 3 clusters Score -1280584 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1280692.625000 Penalty: 4581.011719
	Iteration 9Q: 3 clusters Score -1280693 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1280805.125000 Penalty: 4581.011719
	Iteration 10Q: 3 clusters Score -1280805 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1280939.750000 Penalty: 4581.011719
	Iteration 11Q: 3 clusters Score -1280940 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1281083.625000 Penalty: 4581.011719
	Iteration 12Q: 3 clusters Score -1281084 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1281210.250000 Penalty: 4581.011719
	Iteration 13Q: 3 clusters Score -1281210 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1281344.750000 Penalty: 4581.011719
	Iteration 14Q: 3 clusters Score -1281345 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1281456.000000 Penalty: 4581.011719
	Iteration 15Q: 3 clusters Score -1281456 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1281551.750000 Penalty: 4581.011719
	Iteration 16Q: 3 clusters Score -1281552 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1281652.500000 Penalty: 4581.011719
	Iteration 17Q: 3 clusters Score -1281652 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1281756.250000 Penalty: 4581.011719
	Iteration 18Q: 3 clusters Score -1281756 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1281851.500000 Penalty: 4581.011719
	Iteration 19Q: 3 clusters Score -1281852 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1281941.750000 Penalty: 4581.011719
	Iteration 20F: 3 clusters Score -1281942 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1282001.875000 Penalty: 4581.011719
	Iteration 21Q: 3 clusters Score -1282002 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1282058.250000 Penalty: 4581.011719
	Iteration 22Q: 3 clusters Score -1282058 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1282092.000000 Penalty: 4581.011719
	Iteration 23Q: 3 clusters Score -1282092 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1282124.625000 Penalty: 4581.011719
	Iteration 24Q: 3 clusters Score -1282125 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1282148.500000 Penalty: 4581.011719
	Iteration 25Q: 3 clusters Score -1282148 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1282174.875000 Penalty: 4581.011719
	Iteration 26Q: 3 clusters Score -1282175 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1282194.375000 Penalty: 4581.011719
	Iteration 27Q: 3 clusters Score -1282194 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1282206.125000 Penalty: 4581.011719
	Iteration 28Q: 3 clusters Score -1282206 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1282211.250000 Penalty: 4581.011719
	Iteration 29Q: 3 clusters Score -1282211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1282219.125000 Penalty: 4581.011719
	Iteration 30Q: 3 clusters Score -1282219 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1282224.875000 Penalty: 4581.011719
	Iteration 31Q: 3 clusters Score -1282225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1282226.625000 Penalty: 4581.011719
	Iteration 32Q: 3 clusters Score -1282227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1282233.500000 Penalty: 4581.011719
	Iteration 33Q: 3 clusters Score -1282234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1282234.375000 Penalty: 4581.011719
	Iteration 34Q: 3 clusters Score -1282234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1282236.000000 Penalty: 4581.011719
	Iteration 35Q: 3 clusters Score -1282236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1282233.875000 Penalty: 4581.011719
	Iteration 36Q: 3 clusters Score -1282234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1282237.125000 Penalty: 4581.011719
	Iteration 37Q: 3 clusters Score -1282237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1282236.625000 Penalty: 4581.011719
	Iteration 38Q: 3 clusters Score -1282237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1282236.375000 Penalty: 4581.011719
	Iteration 39Q: 3 clusters Score -1282236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1282237.250000 Penalty: 4581.011719
	Iteration 40F: 3 clusters Score -1282237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1282239.375000 Penalty: 4581.011719
	Iteration 41Q: 3 clusters Score -1282239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1282238.125000 Penalty: 4581.011719
	Iteration 42Q: 3 clusters Score -1282238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1282241.875000 Penalty: 4581.011719
	Iteration 43Q: 3 clusters Score -1282242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1282241.625000 Penalty: 4581.011719
	Iteration 44Q: 3 clusters Score -1282242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1282244.125000 Penalty: 4581.011719
	Iteration 45Q: 3 clusters Score -1282244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1282242.875000 Penalty: 4581.011719
	Iteration 46Q: 3 clusters Score -1282243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1282244.500000 Penalty: 4581.011719
	Iteration 47Q: 3 clusters Score -1282244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1282246.250000 Penalty: 4581.011719
	Iteration 48Q: 3 clusters Score -1282246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1282244.750000 Penalty: 4581.011719
	Iteration 49Q: 3 clusters Score -1282245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1282244.125000 Penalty: 4581.011719
	Iteration 50Q: 3 clusters Score -1282244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1282245.625000 Penalty: 4581.011719
	Iteration 51Q: 3 clusters Score -1282246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1282245.625000 Penalty: 4581.011719
	Iteration 52F: 3 clusters Score -1282246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Entering Unmasked Estep 
Score: -2145442.750000 Penalty: 2417.403320
	Iteration 0F: 2 clusters Score -2145443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2133231.250000 Penalty: 4834.806641
	Iteration 0F: 3 clusters Score -2133231 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2137173.250000 Penalty: 4834.806641
	Iteration 1F: 3 clusters Score -2137173 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2137608.000000 Penalty: 4834.806641
	Iteration 2F: 3 clusters Score -2137608 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2138042.750000 Penalty: 4834.806641
	Iteration 3F: 3 clusters Score -2138043 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2138504.500000 Penalty: 4834.806641
	Iteration 4Q: 3 clusters Score -2138504 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2138971.000000 Penalty: 4834.806641
	Iteration 5Q: 3 clusters Score -2138971 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2139380.500000 Penalty: 4834.806641
	Iteration 6Q: 3 clusters Score -2139380 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2139814.000000 Penalty: 4834.806641
	Iteration 7Q: 3 clusters Score -2139814 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2140259.500000 Penalty: 4834.806641
	Iteration 8Q: 3 clusters Score -2140260 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2140772.250000 Penalty: 4834.806641
	Iteration 9Q: 3 clusters Score -2140772 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2141322.500000 Penalty: 4834.806641
	Iteration 10Q: 3 clusters Score -2141322 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2141832.500000 Penalty: 4834.806641
	Iteration 11Q: 3 clusters Score -2141832 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2142263.500000 Penalty: 4834.806641
	Iteration 12Q: 3 clusters Score -2142264 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2142540.000000 Penalty: 4834.806641
	Iteration 13Q: 3 clusters Score -2142540 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2142768.000000 Penalty: 4834.806641
	Iteration 14Q: 3 clusters Score -2142768 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2142929.500000 Penalty: 4834.806641
	Iteration 15Q: 3 clusters Score -2142930 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2143037.250000 Penalty: 4834.806641
	Iteration 16Q: 3 clusters Score -2143037 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2143119.750000 Penalty: 4834.806641
	Iteration 17Q: 3 clusters Score -2143120 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2143206.000000 Penalty: 4834.806641
	Iteration 18Q: 3 clusters Score -2143206 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2143263.250000 Penalty: 4834.806641
	Iteration 19Q: 3 clusters Score -2143263 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2143314.250000 Penalty: 4834.806641
	Iteration 20F: 3 clusters Score -2143314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2143346.500000 Penalty: 4834.806641
	Iteration 21Q: 3 clusters Score -2143346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2143365.500000 Penalty: 4834.806641
	Iteration 22Q: 3 clusters Score -2143366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2143378.000000 Penalty: 4834.806641
	Iteration 23Q: 3 clusters Score -2143378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2143384.750000 Penalty: 4834.806641
	Iteration 24Q: 3 clusters Score -2143385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2143390.000000 Penalty: 4834.806641
	Iteration 25Q: 3 clusters Score -2143390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2143397.250000 Penalty: 4834.806641
	Iteration 26Q: 3 clusters Score -2143397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2143404.000000 Penalty: 4834.806641
	Iteration 27Q: 3 clusters Score -2143404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2143406.500000 Penalty: 4834.806641
	Iteration 28Q: 3 clusters Score -2143406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2143410.000000 Penalty: 4834.806641
	Iteration 29Q: 3 clusters Score -2143410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2143407.000000 Penalty: 4834.806641
	Iteration 30Q: 3 clusters Score -2143407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2143411.000000 Penalty: 4834.806641
	Iteration 31Q: 3 clusters Score -2143411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2143414.250000 Penalty: 4834.806641
	Iteration 32Q: 3 clusters Score -2143414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2143414.750000 Penalty: 4834.806641
	Iteration 33Q: 3 clusters Score -2143415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2143423.500000 Penalty: 4834.806641
	Iteration 34Q: 3 clusters Score -2143424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2143430.250000 Penalty: 4834.806641
	Iteration 35Q: 3 clusters Score -2143430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2143430.750000 Penalty: 4834.806641
	Iteration 36Q: 3 clusters Score -2143431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2143437.500000 Penalty: 4834.806641
	Iteration 37Q: 3 clusters Score -2143438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2143438.250000 Penalty: 4834.806641
	Iteration 38Q: 3 clusters Score -2143438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2143437.750000 Penalty: 4834.806641
	Iteration 39Q: 3 clusters Score -2143438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2143437.750000 Penalty: 4834.806641
	Iteration 40F: 3 clusters Score -2143438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (268687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268687 members 
Entering Unmasked Estep 
Score: -33339124.000000 Penalty: 3100.322998
	Iteration 0F: 2 clusters Score -3.333912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134418 members 
Mstep: Class 2 contains 134269 members 
Entering Unmasked Estep 
Score: -33167724.000000 Penalty: 6200.645996
	Iteration 0F: 3 clusters Score -3.316772e+07 nChanged 129837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137717 members 
Mstep: Class 2 contains 130970 members 
Entering Unmasked Estep 
Score: -33245478.000000 Penalty: 6200.645996
	Iteration 1F: 3 clusters Score -3.324548e+07 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140876 members 
Mstep: Class 2 contains 127811 members 
Entering Unmasked Estep 
Score: -33248508.000000 Penalty: 6200.645996
	Iteration 2Q: 3 clusters Score -3.324851e+07 nChanged 12065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146141 members 
Mstep: Class 2 contains 122546 members 
Entering Unmasked Estep 
Score: -33253818.000000 Penalty: 6200.645996
	Iteration 3Q: 3 clusters Score -3.325382e+07 nChanged 15868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154513 members 
Mstep: Class 2 contains 114174 members 
Entering Unmasked Estep 
Score: -33263358.000000 Penalty: 6200.645996
	Iteration 4F: 3 clusters Score -3.326336e+07 nChanged 19842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166363 members 
Mstep: Class 2 contains 102324 members 
Entering Unmasked Estep 
Score: -33278400.000000 Penalty: 6200.645996
	Iteration 5F: 3 clusters Score -3.32784e+07 nChanged 21909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180462 members 
Mstep: Class 2 contains 88225 members 
Entering Unmasked Estep 
Score: -33297304.000000 Penalty: 6200.645996
	Iteration 6F: 3 clusters Score -3.32973e+07 nChanged 19948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193684 members 
Mstep: Class 2 contains 75003 members 
Entering Unmasked Estep 
Score: -33315870.000000 Penalty: 6200.645996
	Iteration 7F: 3 clusters Score -3.331587e+07 nChanged 14428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202668 members 
Mstep: Class 2 contains 66019 members 
Entering Unmasked Estep 
Score: -33327470.000000 Penalty: 6200.645996
	Iteration 8F: 3 clusters Score -3.332747e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208922 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -33331936.000000 Penalty: 6200.645996
	Iteration 9Q: 3 clusters Score -3.333194e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214229 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -33333980.000000 Penalty: 6200.645996
	Iteration 10Q: 3 clusters Score -3.333398e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219161 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -33335130.000000 Penalty: 6200.645996
	Iteration 11Q: 3 clusters Score -3.333513e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223790 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -33335908.000000 Penalty: 6200.645996
	Iteration 12Q: 3 clusters Score -3.333591e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228326 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -33336620.000000 Penalty: 6200.645996
	Iteration 13Q: 3 clusters Score -3.333662e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232767 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -33337142.000000 Penalty: 6200.645996
	Iteration 14Q: 3 clusters Score -3.333714e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237009 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -33337442.000000 Penalty: 6200.645996
	Iteration 15Q: 3 clusters Score -3.333744e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240983 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -33337410.000000 Penalty: 6200.645996
	Iteration 16Q: 3 clusters Score -3.333741e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244633 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -33337454.000000 Penalty: 6200.645996
	Iteration 17Q: 3 clusters Score -3.333745e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247998 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -33337606.000000 Penalty: 6200.645996
	Iteration 18Q: 3 clusters Score -3.333761e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251060 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -33337698.000000 Penalty: 6200.645996
	Iteration 19Q: 3 clusters Score -3.33377e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253847 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -33337882.000000 Penalty: 6200.645996
	Iteration 20F: 3 clusters Score -3.333788e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256235 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -33338194.000000 Penalty: 6200.645996
	Iteration 21Q: 3 clusters Score -3.333819e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258249 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -33338380.000000 Penalty: 6200.645996
	Iteration 22Q: 3 clusters Score -3.333838e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259878 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -33338434.000000 Penalty: 6200.645996
	Iteration 23Q: 3 clusters Score -3.333843e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261167 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -33338332.000000 Penalty: 6200.645996
	Iteration 24Q: 3 clusters Score -3.333833e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262179 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -33338270.000000 Penalty: 6200.645996
	Iteration 25Q: 3 clusters Score -3.333827e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262995 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -33338122.000000 Penalty: 6200.645996
	Iteration 26Q: 3 clusters Score -3.333812e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263665 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -33338054.000000 Penalty: 6200.645996
	Iteration 27Q: 3 clusters Score -3.333805e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264214 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -33338096.000000 Penalty: 6200.645996
	Iteration 28Q: 3 clusters Score -3.33381e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264652 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -33338010.000000 Penalty: 6200.645996
	Iteration 29Q: 3 clusters Score -3.333801e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265016 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -33337968.000000 Penalty: 6200.645996
	Iteration 30Q: 3 clusters Score -3.333797e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265319 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -33337932.000000 Penalty: 6200.645996
	Iteration 31Q: 3 clusters Score -3.333793e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265573 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -33337952.000000 Penalty: 6200.645996
	Iteration 32Q: 3 clusters Score -3.333795e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265796 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -33337850.000000 Penalty: 6200.645996
	Iteration 33Q: 3 clusters Score -3.333785e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266007 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -33337930.000000 Penalty: 6200.645996
	Iteration 34Q: 3 clusters Score -3.333793e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266171 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -33337902.000000 Penalty: 6200.645996
	Iteration 35Q: 3 clusters Score -3.33379e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266292 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -33337892.000000 Penalty: 6200.645996
	Iteration 36Q: 3 clusters Score -3.333789e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266389 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -33337876.000000 Penalty: 6200.645996
	Iteration 37Q: 3 clusters Score -3.333788e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266464 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -33337866.000000 Penalty: 6200.645996
	Iteration 38Q: 3 clusters Score -3.333787e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266536 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -33337876.000000 Penalty: 6200.645996
	Iteration 39Q: 3 clusters Score -3.333788e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266596 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -33337838.000000 Penalty: 6200.645996
	Iteration 40F: 3 clusters Score -3.333784e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266642 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -33337812.000000 Penalty: 6200.645996
	Iteration 41Q: 3 clusters Score -3.333781e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266684 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -33337814.000000 Penalty: 6200.645996
	Iteration 42Q: 3 clusters Score -3.333781e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266729 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -33337820.000000 Penalty: 6200.645996
	Iteration 43Q: 3 clusters Score -3.333782e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266763 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -33337820.000000 Penalty: 6200.645996
	Iteration 44Q: 3 clusters Score -3.333782e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266802 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -33337814.000000 Penalty: 6200.645996
	Iteration 45Q: 3 clusters Score -3.333781e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266839 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -33337792.000000 Penalty: 6200.645996
	Iteration 46Q: 3 clusters Score -3.333779e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266869 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -33337796.000000 Penalty: 6200.645996
	Iteration 47Q: 3 clusters Score -3.33378e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266899 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -33337788.000000 Penalty: 6200.645996
	Iteration 48Q: 3 clusters Score -3.333779e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266925 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -33337756.000000 Penalty: 6200.645996
	Iteration 49Q: 3 clusters Score -3.333776e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266952 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -33337764.000000 Penalty: 6200.645996
	Iteration 50Q: 3 clusters Score -3.333776e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266972 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -33337766.000000 Penalty: 6200.645996
	Iteration 51Q: 3 clusters Score -3.333777e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266995 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -33337740.000000 Penalty: 6200.645996
	Iteration 52Q: 3 clusters Score -3.333774e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267017 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -33337750.000000 Penalty: 6200.645996
	Iteration 53Q: 3 clusters Score -3.333775e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267038 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -33337752.000000 Penalty: 6200.645996
	Iteration 54Q: 3 clusters Score -3.333775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267053 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -33337748.000000 Penalty: 6200.645996
	Iteration 55Q: 3 clusters Score -3.333775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267066 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -33337744.000000 Penalty: 6200.645996
	Iteration 56Q: 3 clusters Score -3.333774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267079 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -33337734.000000 Penalty: 6200.645996
	Iteration 57Q: 3 clusters Score -3.333773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267094 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -33337746.000000 Penalty: 6200.645996
	Iteration 58Q: 3 clusters Score -3.333775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267105 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -33337714.000000 Penalty: 6200.645996
	Iteration 59Q: 3 clusters Score -3.333771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267119 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -33337716.000000 Penalty: 6200.645996
	Iteration 60F: 3 clusters Score -3.333772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267131 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -33337710.000000 Penalty: 6200.645996
	Iteration 61Q: 3 clusters Score -3.333771e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267149 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -33337718.000000 Penalty: 6200.645996
	Iteration 62Q: 3 clusters Score -3.333772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267155 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -33337710.000000 Penalty: 6200.645996
	Iteration 63Q: 3 clusters Score -3.333771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267161 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -33337718.000000 Penalty: 6200.645996
	Iteration 64Q: 3 clusters Score -3.333772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267169 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -33337714.000000 Penalty: 6200.645996
	Iteration 65Q: 3 clusters Score -3.333771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267179 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -33337700.000000 Penalty: 6200.645996
	Iteration 66Q: 3 clusters Score -3.33377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267185 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -33337678.000000 Penalty: 6200.645996
	Iteration 67Q: 3 clusters Score -3.333768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267189 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -33337676.000000 Penalty: 6200.645996
	Iteration 68Q: 3 clusters Score -3.333768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267194 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -33337686.000000 Penalty: 6200.645996
	Iteration 69Q: 3 clusters Score -3.333769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267196 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -33337680.000000 Penalty: 6200.645996
	Iteration 70Q: 3 clusters Score -3.333768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267198 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -33337696.000000 Penalty: 6200.645996
	Iteration 71Q: 3 clusters Score -3.33377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267199 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -33337688.000000 Penalty: 6200.645996
	Iteration 72Q: 3 clusters Score -3.333769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267199 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -33337688.000000 Penalty: 6200.645996
	Iteration 73F: 3 clusters Score -3.333769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Entering Unmasked Estep 
Score: -495211.281250 Penalty: 2071.140869
	Iteration 0F: 2 clusters Score -495211.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -491205.218750 Penalty: 4142.281738
	Iteration 0F: 3 clusters Score -491205.2 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -492135.187500 Penalty: 4142.281738
	Iteration 1F: 3 clusters Score -492135.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -492363.062500 Penalty: 4142.281738
	Iteration 2F: 3 clusters Score -492363.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -492493.593750 Penalty: 4142.281738
	Iteration 3F: 3 clusters Score -492493.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -492595.187500 Penalty: 4142.281738
	Iteration 4Q: 3 clusters Score -492595.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -492681.843750 Penalty: 4142.281738
	Iteration 5Q: 3 clusters Score -492681.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -492761.812500 Penalty: 4142.281738
	Iteration 6Q: 3 clusters Score -492761.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -492844.843750 Penalty: 4142.281738
	Iteration 7Q: 3 clusters Score -492844.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -492943.062500 Penalty: 4142.281738
	Iteration 8Q: 3 clusters Score -492943.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -493045.218750 Penalty: 4142.281738
	Iteration 9Q: 3 clusters Score -493045.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -493158.593750 Penalty: 4142.281738
	Iteration 10Q: 3 clusters Score -493158.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -493253.437500 Penalty: 4142.281738
	Iteration 11Q: 3 clusters Score -493253.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -493334.125000 Penalty: 4142.281738
	Iteration 12Q: 3 clusters Score -493334.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -493423.687500 Penalty: 4142.281738
	Iteration 13Q: 3 clusters Score -493423.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -493507.156250 Penalty: 4142.281738
	Iteration 14Q: 3 clusters Score -493507.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -493583.125000 Penalty: 4142.281738
	Iteration 15Q: 3 clusters Score -493583.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -493641.187500 Penalty: 4142.281738
	Iteration 16Q: 3 clusters Score -493641.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -493695.062500 Penalty: 4142.281738
	Iteration 17Q: 3 clusters Score -493695.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -493743.750000 Penalty: 4142.281738
	Iteration 18Q: 3 clusters Score -493743.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -493790.312500 Penalty: 4142.281738
	Iteration 19Q: 3 clusters Score -493790.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -493835.250000 Penalty: 4142.281738
	Iteration 20F: 3 clusters Score -493835.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -493870.718750 Penalty: 4142.281738
	Iteration 21Q: 3 clusters Score -493870.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -493904.187500 Penalty: 4142.281738
	Iteration 22Q: 3 clusters Score -493904.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -493929.937500 Penalty: 4142.281738
	Iteration 23Q: 3 clusters Score -493929.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -493959.187500 Penalty: 4142.281738
	Iteration 24Q: 3 clusters Score -493959.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -493984.375000 Penalty: 4142.281738
	Iteration 25Q: 3 clusters Score -493984.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -493998.875000 Penalty: 4142.281738
	Iteration 26Q: 3 clusters Score -493998.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -494010.343750 Penalty: 4142.281738
	Iteration 27Q: 3 clusters Score -494010.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -494022.750000 Penalty: 4142.281738
	Iteration 28Q: 3 clusters Score -494022.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -494033.656250 Penalty: 4142.281738
	Iteration 29Q: 3 clusters Score -494033.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -494041.437500 Penalty: 4142.281738
	Iteration 30Q: 3 clusters Score -494041.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -494047.625000 Penalty: 4142.281738
	Iteration 31Q: 3 clusters Score -494047.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -494051.468750 Penalty: 4142.281738
	Iteration 32Q: 3 clusters Score -494051.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -494053.968750 Penalty: 4142.281738
	Iteration 33Q: 3 clusters Score -494054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -494054.625000 Penalty: 4142.281738
	Iteration 34Q: 3 clusters Score -494054.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -494056.000000 Penalty: 4142.281738
	Iteration 35Q: 3 clusters Score -494056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -494057.812500 Penalty: 4142.281738
	Iteration 36Q: 3 clusters Score -494057.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -494059.718750 Penalty: 4142.281738
	Iteration 37Q: 3 clusters Score -494059.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -494061.937500 Penalty: 4142.281738
	Iteration 38Q: 3 clusters Score -494061.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -494066.125000 Penalty: 4142.281738
	Iteration 39Q: 3 clusters Score -494066.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -494069.625000 Penalty: 4142.281738
	Iteration 40F: 3 clusters Score -494069.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -494071.812500 Penalty: 4142.281738
	Iteration 41Q: 3 clusters Score -494071.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -494073.593750 Penalty: 4142.281738
	Iteration 42Q: 3 clusters Score -494073.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -494075.562500 Penalty: 4142.281738
	Iteration 43Q: 3 clusters Score -494075.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -494077.125000 Penalty: 4142.281738
	Iteration 44Q: 3 clusters Score -494077.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -494078.281250 Penalty: 4142.281738
	Iteration 45Q: 3 clusters Score -494078.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -494079.281250 Penalty: 4142.281738
	Iteration 46Q: 3 clusters Score -494079.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -494079.281250 Penalty: 4142.281738
	Iteration 47F: 3 clusters Score -494079.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Entering Unmasked Estep 
Score: -1248051.000000 Penalty: 2294.843262
	Iteration 0F: 2 clusters Score -1248051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1240131.500000 Penalty: 4589.686523
	Iteration 0F: 3 clusters Score -1240132 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1242503.375000 Penalty: 4589.686523
	Iteration 1F: 3 clusters Score -1242503 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1242932.000000 Penalty: 4589.686523
	Iteration 2F: 3 clusters Score -1242932 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1243367.500000 Penalty: 4589.686523
	Iteration 3F: 3 clusters Score -1243368 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1243850.375000 Penalty: 4589.686523
	Iteration 4F: 3 clusters Score -1243850 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1244333.500000 Penalty: 4589.686523
	Iteration 5F: 3 clusters Score -1244334 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1244829.875000 Penalty: 4589.686523
	Iteration 6F: 3 clusters Score -1244830 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1245286.125000 Penalty: 4589.686523
	Iteration 7F: 3 clusters Score -1245286 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1245707.625000 Penalty: 4589.686523
	Iteration 8Q: 3 clusters Score -1245708 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1246092.250000 Penalty: 4589.686523
	Iteration 9Q: 3 clusters Score -1246092 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1246377.125000 Penalty: 4589.686523
	Iteration 10Q: 3 clusters Score -1246377 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1246550.750000 Penalty: 4589.686523
	Iteration 11Q: 3 clusters Score -1246551 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1246669.625000 Penalty: 4589.686523
	Iteration 12Q: 3 clusters Score -1246670 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1246753.000000 Penalty: 4589.686523
	Iteration 13Q: 3 clusters Score -1246753 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1246790.875000 Penalty: 4589.686523
	Iteration 14Q: 3 clusters Score -1246791 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1246823.125000 Penalty: 4589.686523
	Iteration 15Q: 3 clusters Score -1246823 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1246839.875000 Penalty: 4589.686523
	Iteration 16Q: 3 clusters Score -1246840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1246860.250000 Penalty: 4589.686523
	Iteration 17Q: 3 clusters Score -1246860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1246874.375000 Penalty: 4589.686523
	Iteration 18Q: 3 clusters Score -1246874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1246883.625000 Penalty: 4589.686523
	Iteration 19Q: 3 clusters Score -1246884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1246895.125000 Penalty: 4589.686523
	Iteration 20F: 3 clusters Score -1246895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1246908.250000 Penalty: 4589.686523
	Iteration 21Q: 3 clusters Score -1246908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1246912.625000 Penalty: 4589.686523
	Iteration 22Q: 3 clusters Score -1246913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1246914.500000 Penalty: 4589.686523
	Iteration 23Q: 3 clusters Score -1246914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1246915.500000 Penalty: 4589.686523
	Iteration 24Q: 3 clusters Score -1246916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1246920.500000 Penalty: 4589.686523
	Iteration 25Q: 3 clusters Score -1246920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1246927.750000 Penalty: 4589.686523
	Iteration 26Q: 3 clusters Score -1246928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1246931.875000 Penalty: 4589.686523
	Iteration 27Q: 3 clusters Score -1246932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1246934.125000 Penalty: 4589.686523
	Iteration 28Q: 3 clusters Score -1246934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1246939.250000 Penalty: 4589.686523
	Iteration 29Q: 3 clusters Score -1246939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1246944.125000 Penalty: 4589.686523
	Iteration 30Q: 3 clusters Score -1246944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1246945.875000 Penalty: 4589.686523
	Iteration 31Q: 3 clusters Score -1246946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1246952.250000 Penalty: 4589.686523
	Iteration 32Q: 3 clusters Score -1246952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1246948.875000 Penalty: 4589.686523
	Iteration 33Q: 3 clusters Score -1246949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1246950.750000 Penalty: 4589.686523
	Iteration 34Q: 3 clusters Score -1246951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1246956.250000 Penalty: 4589.686523
	Iteration 35Q: 3 clusters Score -1246956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1246963.875000 Penalty: 4589.686523
	Iteration 36Q: 3 clusters Score -1246964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1246972.875000 Penalty: 4589.686523
	Iteration 37Q: 3 clusters Score -1246973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1246976.250000 Penalty: 4589.686523
	Iteration 38Q: 3 clusters Score -1246976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1246977.125000 Penalty: 4589.686523
	Iteration 39Q: 3 clusters Score -1246977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1246983.875000 Penalty: 4589.686523
	Iteration 40F: 3 clusters Score -1246984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1246986.500000 Penalty: 4589.686523
	Iteration 41Q: 3 clusters Score -1246986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1246992.125000 Penalty: 4589.686523
	Iteration 42Q: 3 clusters Score -1246992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1246994.875000 Penalty: 4589.686523
	Iteration 43Q: 3 clusters Score -1246995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1247000.125000 Penalty: 4589.686523
	Iteration 44Q: 3 clusters Score -1247000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1247002.125000 Penalty: 4589.686523
	Iteration 45Q: 3 clusters Score -1247002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1247006.000000 Penalty: 4589.686523
	Iteration 46Q: 3 clusters Score -1247006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1247007.500000 Penalty: 4589.686523
	Iteration 47Q: 3 clusters Score -1247008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1247012.000000 Penalty: 4589.686523
	Iteration 48Q: 3 clusters Score -1247012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1247011.375000 Penalty: 4589.686523
	Iteration 49Q: 3 clusters Score -1247011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1247012.500000 Penalty: 4589.686523
	Iteration 50Q: 3 clusters Score -1247012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1247012.250000 Penalty: 4589.686523
	Iteration 51Q: 3 clusters Score -1247012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1247012.250000 Penalty: 4589.686523
	Iteration 52F: 3 clusters Score -1247012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Entering Unmasked Estep 
Score: -7027323.500000 Penalty: 2711.033936
	Iteration 0F: 2 clusters Score -7027324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -6989769.000000 Penalty: 5422.067871
	Iteration 0F: 3 clusters Score -6989769 nChanged 25874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -7004235.500000 Penalty: 5422.067871
	Iteration 1F: 3 clusters Score -7004236 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -7004985.000000 Penalty: 5422.067871
	Iteration 2Q: 3 clusters Score -7004985 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -7006064.500000 Penalty: 5422.067871
	Iteration 3Q: 3 clusters Score -7006064 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -7007521.500000 Penalty: 5422.067871
	Iteration 4F: 3 clusters Score -7007522 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -7009630.000000 Penalty: 5422.067871
	Iteration 5F: 3 clusters Score -7009630 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -7012516.500000 Penalty: 5422.067871
	Iteration 6F: 3 clusters Score -7012516 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -7015778.000000 Penalty: 5422.067871
	Iteration 7F: 3 clusters Score -7015778 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -7018563.000000 Penalty: 5422.067871
	Iteration 8F: 3 clusters Score -7018563 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -7020163.500000 Penalty: 5422.067871
	Iteration 9Q: 3 clusters Score -7020164 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -7020995.500000 Penalty: 5422.067871
	Iteration 10Q: 3 clusters Score -7020996 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -7021571.500000 Penalty: 5422.067871
	Iteration 11Q: 3 clusters Score -7021572 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -7021959.000000 Penalty: 5422.067871
	Iteration 12Q: 3 clusters Score -7021959 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -7022317.000000 Penalty: 5422.067871
	Iteration 13Q: 3 clusters Score -7022317 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -7022557.500000 Penalty: 5422.067871
	Iteration 14Q: 3 clusters Score -7022558 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -7022781.000000 Penalty: 5422.067871
	Iteration 15Q: 3 clusters Score -7022781 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -7022987.000000 Penalty: 5422.067871
	Iteration 16Q: 3 clusters Score -7022987 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 47775 members 
Entering Unmasked Estep 
Score: -7023234.500000 Penalty: 5422.067871
	Iteration 17Q: 3 clusters Score -7023234 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -7023434.500000 Penalty: 5422.067871
	Iteration 18Q: 3 clusters Score -7023434 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -7023619.500000 Penalty: 5422.067871
	Iteration 19Q: 3 clusters Score -7023620 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 49406 members 
Entering Unmasked Estep 
Score: -7023751.500000 Penalty: 5422.067871
	Iteration 20F: 3 clusters Score -7023752 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -7023899.000000 Penalty: 5422.067871
	Iteration 21Q: 3 clusters Score -7023899 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -7024048.000000 Penalty: 5422.067871
	Iteration 22Q: 3 clusters Score -7024048 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -7024192.500000 Penalty: 5422.067871
	Iteration 23Q: 3 clusters Score -7024192 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
Score: -7024302.000000 Penalty: 5422.067871
	Iteration 24Q: 3 clusters Score -7024302 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 51464 members 
Entering Unmasked Estep 
Score: -7024433.000000 Penalty: 5422.067871
	Iteration 25Q: 3 clusters Score -7024433 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 51790 members 
Entering Unmasked Estep 
Score: -7024566.000000 Penalty: 5422.067871
	Iteration 26Q: 3 clusters Score -7024566 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 52096 members 
Entering Unmasked Estep 
Score: -7024667.500000 Penalty: 5422.067871
	Iteration 27Q: 3 clusters Score -7024668 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -7024753.500000 Penalty: 5422.067871
	Iteration 28Q: 3 clusters Score -7024754 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 52583 members 
Entering Unmasked Estep 
Score: -7024831.500000 Penalty: 5422.067871
	Iteration 29Q: 3 clusters Score -7024832 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 52810 members 
Entering Unmasked Estep 
Score: -7024960.500000 Penalty: 5422.067871
	Iteration 30Q: 3 clusters Score -7024960 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -7025001.500000 Penalty: 5422.067871
	Iteration 31Q: 3 clusters Score -7025002 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -7025068.000000 Penalty: 5422.067871
	Iteration 32Q: 3 clusters Score -7025068 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -7025134.500000 Penalty: 5422.067871
	Iteration 33Q: 3 clusters Score -7025134 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 53498 members 
Entering Unmasked Estep 
Score: -7025198.000000 Penalty: 5422.067871
	Iteration 34Q: 3 clusters Score -7025198 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
Score: -7025254.500000 Penalty: 5422.067871
	Iteration 35Q: 3 clusters Score -7025254 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 53720 members 
Entering Unmasked Estep 
Score: -7025293.500000 Penalty: 5422.067871
	Iteration 36Q: 3 clusters Score -7025294 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 53798 members 
Entering Unmasked Estep 
Score: -7025309.500000 Penalty: 5422.067871
	Iteration 37Q: 3 clusters Score -7025310 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -7025327.500000 Penalty: 5422.067871
	Iteration 38Q: 3 clusters Score -7025328 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 53927 members 
Entering Unmasked Estep 
Score: -7025346.000000 Penalty: 5422.067871
	Iteration 39Q: 3 clusters Score -7025346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
Score: -7025361.500000 Penalty: 5422.067871
	Iteration 40F: 3 clusters Score -7025362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 54002 members 
Entering Unmasked Estep 
Score: -7025365.500000 Penalty: 5422.067871
	Iteration 41Q: 3 clusters Score -7025366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -7025379.500000 Penalty: 5422.067871
	Iteration 42Q: 3 clusters Score -7025380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -7025376.500000 Penalty: 5422.067871
	Iteration 43Q: 3 clusters Score -7025376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 54086 members 
Entering Unmasked Estep 
Score: -7025409.000000 Penalty: 5422.067871
	Iteration 44Q: 3 clusters Score -7025409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -7025421.000000 Penalty: 5422.067871
	Iteration 45Q: 3 clusters Score -7025421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -7025415.000000 Penalty: 5422.067871
	Iteration 46Q: 3 clusters Score -7025415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 54136 members 
Entering Unmasked Estep 
Score: -7025426.000000 Penalty: 5422.067871
	Iteration 47Q: 3 clusters Score -7025426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 54147 members 
Entering Unmasked Estep 
Score: -7025415.500000 Penalty: 5422.067871
	Iteration 48Q: 3 clusters Score -7025416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -7025423.000000 Penalty: 5422.067871
	Iteration 49Q: 3 clusters Score -7025423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -7025427.500000 Penalty: 5422.067871
	Iteration 50Q: 3 clusters Score -7025428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -7025432.000000 Penalty: 5422.067871
	Iteration 51Q: 3 clusters Score -7025432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 54197 members 
Entering Unmasked Estep 
Score: -7025447.000000 Penalty: 5422.067871
	Iteration 52Q: 3 clusters Score -7025447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 54212 members 
Entering Unmasked Estep 
Score: -7025445.000000 Penalty: 5422.067871
	Iteration 53Q: 3 clusters Score -7025445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -7025454.500000 Penalty: 5422.067871
	Iteration 54Q: 3 clusters Score -7025454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 54230 members 
Entering Unmasked Estep 
Score: -7025458.000000 Penalty: 5422.067871
	Iteration 55Q: 3 clusters Score -7025458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -7025451.500000 Penalty: 5422.067871
	Iteration 56Q: 3 clusters Score -7025452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
Score: -7025452.500000 Penalty: 5422.067871
	Iteration 57Q: 3 clusters Score -7025452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -7025454.000000 Penalty: 5422.067871
	Iteration 58Q: 3 clusters Score -7025454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 54247 members 
Entering Unmasked Estep 
Score: -7025457.000000 Penalty: 5422.067871
	Iteration 59Q: 3 clusters Score -7025457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 54248 members 
Entering Unmasked Estep 
Score: -7025452.500000 Penalty: 5422.067871
	Iteration 60F: 3 clusters Score -7025452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 54249 members 
Entering Unmasked Estep 
Score: -7025457.000000 Penalty: 5422.067871
	Iteration 61Q: 3 clusters Score -7025457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
Score: -7025451.000000 Penalty: 5422.067871
	Iteration 62Q: 3 clusters Score -7025451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
Score: -7025454.500000 Penalty: 5422.067871
	Iteration 63Q: 3 clusters Score -7025454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
Score: -7025454.500000 Penalty: 5422.067871
	Iteration 64F: 3 clusters Score -7025454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Entering Unmasked Estep 
Score: -2465817.500000 Penalty: 2458.667725
	Iteration 0F: 2 clusters Score -2465818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2451707.500000 Penalty: 4917.335449
	Iteration 0F: 3 clusters Score -2451708 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2456312.750000 Penalty: 4917.335449
	Iteration 1F: 3 clusters Score -2456313 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2456699.750000 Penalty: 4917.335449
	Iteration 2F: 3 clusters Score -2456700 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2456998.250000 Penalty: 4917.335449
	Iteration 3Q: 3 clusters Score -2456998 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2457252.500000 Penalty: 4917.335449
	Iteration 4Q: 3 clusters Score -2457252 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2457502.500000 Penalty: 4917.335449
	Iteration 5Q: 3 clusters Score -2457502 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2457789.250000 Penalty: 4917.335449
	Iteration 6Q: 3 clusters Score -2457789 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2458117.750000 Penalty: 4917.335449
	Iteration 7Q: 3 clusters Score -2458118 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2458469.500000 Penalty: 4917.335449
	Iteration 8Q: 3 clusters Score -2458470 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2458890.250000 Penalty: 4917.335449
	Iteration 9Q: 3 clusters Score -2458890 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2459374.250000 Penalty: 4917.335449
	Iteration 10Q: 3 clusters Score -2459374 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2459980.000000 Penalty: 4917.335449
	Iteration 11Q: 3 clusters Score -2459980 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2460672.500000 Penalty: 4917.335449
	Iteration 12Q: 3 clusters Score -2460672 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2461331.500000 Penalty: 4917.335449
	Iteration 13Q: 3 clusters Score -2461332 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2461798.500000 Penalty: 4917.335449
	Iteration 14Q: 3 clusters Score -2461798 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2462101.500000 Penalty: 4917.335449
	Iteration 15Q: 3 clusters Score -2462102 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2462275.250000 Penalty: 4917.335449
	Iteration 16Q: 3 clusters Score -2462275 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2462396.000000 Penalty: 4917.335449
	Iteration 17Q: 3 clusters Score -2462396 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2462519.750000 Penalty: 4917.335449
	Iteration 18Q: 3 clusters Score -2462520 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2462647.000000 Penalty: 4917.335449
	Iteration 19Q: 3 clusters Score -2462647 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2462763.750000 Penalty: 4917.335449
	Iteration 20F: 3 clusters Score -2462764 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2462867.500000 Penalty: 4917.335449
	Iteration 21Q: 3 clusters Score -2462868 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2462950.750000 Penalty: 4917.335449
	Iteration 22Q: 3 clusters Score -2462951 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2463022.250000 Penalty: 4917.335449
	Iteration 23Q: 3 clusters Score -2463022 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2463082.250000 Penalty: 4917.335449
	Iteration 24Q: 3 clusters Score -2463082 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2463131.500000 Penalty: 4917.335449
	Iteration 25Q: 3 clusters Score -2463132 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2463189.000000 Penalty: 4917.335449
	Iteration 26Q: 3 clusters Score -2463189 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2463229.500000 Penalty: 4917.335449
	Iteration 27Q: 3 clusters Score -2463230 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2463275.250000 Penalty: 4917.335449
	Iteration 28Q: 3 clusters Score -2463275 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2463324.250000 Penalty: 4917.335449
	Iteration 29Q: 3 clusters Score -2463324 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2463367.500000 Penalty: 4917.335449
	Iteration 30Q: 3 clusters Score -2463368 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2463391.250000 Penalty: 4917.335449
	Iteration 31Q: 3 clusters Score -2463391 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2463420.250000 Penalty: 4917.335449
	Iteration 32Q: 3 clusters Score -2463420 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2463434.500000 Penalty: 4917.335449
	Iteration 33Q: 3 clusters Score -2463434 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2463452.250000 Penalty: 4917.335449
	Iteration 34Q: 3 clusters Score -2463452 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2463468.000000 Penalty: 4917.335449
	Iteration 35Q: 3 clusters Score -2463468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2463478.000000 Penalty: 4917.335449
	Iteration 36Q: 3 clusters Score -2463478 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2463487.000000 Penalty: 4917.335449
	Iteration 37Q: 3 clusters Score -2463487 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2463512.000000 Penalty: 4917.335449
	Iteration 38Q: 3 clusters Score -2463512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2463519.250000 Penalty: 4917.335449
	Iteration 39Q: 3 clusters Score -2463519 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2463524.500000 Penalty: 4917.335449
	Iteration 40F: 3 clusters Score -2463524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2463538.750000 Penalty: 4917.335449
	Iteration 41Q: 3 clusters Score -2463539 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2463556.250000 Penalty: 4917.335449
	Iteration 42Q: 3 clusters Score -2463556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2463561.500000 Penalty: 4917.335449
	Iteration 43Q: 3 clusters Score -2463562 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2463578.500000 Penalty: 4917.335449
	Iteration 44Q: 3 clusters Score -2463578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2463582.500000 Penalty: 4917.335449
	Iteration 45Q: 3 clusters Score -2463582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2463593.750000 Penalty: 4917.335449
	Iteration 46Q: 3 clusters Score -2463594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2463588.500000 Penalty: 4917.335449
	Iteration 47Q: 3 clusters Score -2463588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2463599.250000 Penalty: 4917.335449
	Iteration 48Q: 3 clusters Score -2463599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2463607.500000 Penalty: 4917.335449
	Iteration 49Q: 3 clusters Score -2463608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2463624.500000 Penalty: 4917.335449
	Iteration 50Q: 3 clusters Score -2463624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2463637.000000 Penalty: 4917.335449
	Iteration 51Q: 3 clusters Score -2463637 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2463651.750000 Penalty: 4917.335449
	Iteration 52Q: 3 clusters Score -2463652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2463654.750000 Penalty: 4917.335449
	Iteration 53Q: 3 clusters Score -2463655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2463662.750000 Penalty: 4917.335449
	Iteration 54Q: 3 clusters Score -2463663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2463668.750000 Penalty: 4917.335449
	Iteration 55Q: 3 clusters Score -2463669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2463671.000000 Penalty: 4917.335449
	Iteration 56Q: 3 clusters Score -2463671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2463672.250000 Penalty: 4917.335449
	Iteration 57Q: 3 clusters Score -2463672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2463675.500000 Penalty: 4917.335449
	Iteration 58Q: 3 clusters Score -2463676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2463685.000000 Penalty: 4917.335449
	Iteration 59Q: 3 clusters Score -2463685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2463686.750000 Penalty: 4917.335449
	Iteration 60F: 3 clusters Score -2463687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2463691.000000 Penalty: 4917.335449
	Iteration 61Q: 3 clusters Score -2463691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2463691.750000 Penalty: 4917.335449
	Iteration 62Q: 3 clusters Score -2463692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2463695.500000 Penalty: 4917.335449
	Iteration 63Q: 3 clusters Score -2463696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2463692.250000 Penalty: 4917.335449
	Iteration 64Q: 3 clusters Score -2463692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2463692.250000 Penalty: 4917.335449
	Iteration 65F: 3 clusters Score -2463692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Entering Unmasked Estep 
Score: -2730319.000000 Penalty: 2486.078369
	Iteration 0F: 2 clusters Score -2730319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2714514.500000 Penalty: 4972.156738
	Iteration 0F: 3 clusters Score -2714514 nChanged 10070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2720128.750000 Penalty: 4972.156738
	Iteration 1F: 3 clusters Score -2720129 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2720711.500000 Penalty: 4972.156738
	Iteration 2F: 3 clusters Score -2720712 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2721301.500000 Penalty: 4972.156738
	Iteration 3F: 3 clusters Score -2721302 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2721827.750000 Penalty: 4972.156738
	Iteration 4F: 3 clusters Score -2721828 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2722341.500000 Penalty: 4972.156738
	Iteration 5Q: 3 clusters Score -2722342 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2722769.000000 Penalty: 4972.156738
	Iteration 6Q: 3 clusters Score -2722769 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2723160.000000 Penalty: 4972.156738
	Iteration 7Q: 3 clusters Score -2723160 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2723516.750000 Penalty: 4972.156738
	Iteration 8Q: 3 clusters Score -2723517 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2723820.750000 Penalty: 4972.156738
	Iteration 9Q: 3 clusters Score -2723821 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2724094.750000 Penalty: 4972.156738
	Iteration 10Q: 3 clusters Score -2724095 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2724319.250000 Penalty: 4972.156738
	Iteration 11Q: 3 clusters Score -2724319 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2724502.000000 Penalty: 4972.156738
	Iteration 12Q: 3 clusters Score -2724502 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2724666.750000 Penalty: 4972.156738
	Iteration 13Q: 3 clusters Score -2724667 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2724853.500000 Penalty: 4972.156738
	Iteration 14Q: 3 clusters Score -2724854 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2725047.250000 Penalty: 4972.156738
	Iteration 15Q: 3 clusters Score -2725047 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2725244.500000 Penalty: 4972.156738
	Iteration 16Q: 3 clusters Score -2725244 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2725484.750000 Penalty: 4972.156738
	Iteration 17Q: 3 clusters Score -2725485 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2725781.500000 Penalty: 4972.156738
	Iteration 18Q: 3 clusters Score -2725782 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2726128.750000 Penalty: 4972.156738
	Iteration 19Q: 3 clusters Score -2726129 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2726500.000000 Penalty: 4972.156738
	Iteration 20F: 3 clusters Score -2726500 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2726790.250000 Penalty: 4972.156738
	Iteration 21Q: 3 clusters Score -2726790 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2726997.000000 Penalty: 4972.156738
	Iteration 22Q: 3 clusters Score -2726997 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2727178.500000 Penalty: 4972.156738
	Iteration 23Q: 3 clusters Score -2727178 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2727320.500000 Penalty: 4972.156738
	Iteration 24Q: 3 clusters Score -2727320 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2727449.750000 Penalty: 4972.156738
	Iteration 25Q: 3 clusters Score -2727450 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2727535.250000 Penalty: 4972.156738
	Iteration 26Q: 3 clusters Score -2727535 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2727665.500000 Penalty: 4972.156738
	Iteration 27Q: 3 clusters Score -2727666 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2727798.500000 Penalty: 4972.156738
	Iteration 28Q: 3 clusters Score -2727798 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2727903.250000 Penalty: 4972.156738
	Iteration 29Q: 3 clusters Score -2727903 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2728016.250000 Penalty: 4972.156738
	Iteration 30Q: 3 clusters Score -2728016 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2728122.500000 Penalty: 4972.156738
	Iteration 31Q: 3 clusters Score -2728122 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2728207.000000 Penalty: 4972.156738
	Iteration 32Q: 3 clusters Score -2728207 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2728288.750000 Penalty: 4972.156738
	Iteration 33Q: 3 clusters Score -2728289 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2728318.750000 Penalty: 4972.156738
	Iteration 34Q: 3 clusters Score -2728319 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2728349.000000 Penalty: 4972.156738
	Iteration 35Q: 3 clusters Score -2728349 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2728387.250000 Penalty: 4972.156738
	Iteration 36Q: 3 clusters Score -2728387 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2728414.750000 Penalty: 4972.156738
	Iteration 37Q: 3 clusters Score -2728415 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2728439.500000 Penalty: 4972.156738
	Iteration 38Q: 3 clusters Score -2728440 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2728459.250000 Penalty: 4972.156738
	Iteration 39Q: 3 clusters Score -2728459 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2728491.000000 Penalty: 4972.156738
	Iteration 40F: 3 clusters Score -2728491 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2728503.500000 Penalty: 4972.156738
	Iteration 41Q: 3 clusters Score -2728504 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2728517.250000 Penalty: 4972.156738
	Iteration 42Q: 3 clusters Score -2728517 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2728537.750000 Penalty: 4972.156738
	Iteration 43Q: 3 clusters Score -2728538 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2728545.250000 Penalty: 4972.156738
	Iteration 44Q: 3 clusters Score -2728545 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2728546.750000 Penalty: 4972.156738
	Iteration 45Q: 3 clusters Score -2728547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2728558.250000 Penalty: 4972.156738
	Iteration 46Q: 3 clusters Score -2728558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2728562.000000 Penalty: 4972.156738
	Iteration 47Q: 3 clusters Score -2728562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2728561.500000 Penalty: 4972.156738
	Iteration 48Q: 3 clusters Score -2728562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2728563.250000 Penalty: 4972.156738
	Iteration 49Q: 3 clusters Score -2728563 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2728564.250000 Penalty: 4972.156738
	Iteration 50Q: 3 clusters Score -2728564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2728576.000000 Penalty: 4972.156738
	Iteration 51Q: 3 clusters Score -2728576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2728576.750000 Penalty: 4972.156738
	Iteration 52Q: 3 clusters Score -2728577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2728582.500000 Penalty: 4972.156738
	Iteration 53Q: 3 clusters Score -2728582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2728586.500000 Penalty: 4972.156738
	Iteration 54Q: 3 clusters Score -2728586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2728584.750000 Penalty: 4972.156738
	Iteration 55Q: 3 clusters Score -2728585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2728592.000000 Penalty: 4972.156738
	Iteration 56Q: 3 clusters Score -2728592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2728587.000000 Penalty: 4972.156738
	Iteration 57Q: 3 clusters Score -2728587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2728589.750000 Penalty: 4972.156738
	Iteration 58Q: 3 clusters Score -2728590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2728587.000000 Penalty: 4972.156738
	Iteration 59Q: 3 clusters Score -2728587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2728588.000000 Penalty: 4972.156738
	Iteration 60F: 3 clusters Score -2728588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2728585.500000 Penalty: 4972.156738
	Iteration 61Q: 3 clusters Score -2728586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2728585.000000 Penalty: 4972.156738
	Iteration 62Q: 3 clusters Score -2728585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2728581.750000 Penalty: 4972.156738
	Iteration 63Q: 3 clusters Score -2728582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2728584.000000 Penalty: 4972.156738
	Iteration 64Q: 3 clusters Score -2728584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2728586.750000 Penalty: 4972.156738
	Iteration 65Q: 3 clusters Score -2728587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2728591.750000 Penalty: 4972.156738
	Iteration 66Q: 3 clusters Score -2728592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2728591.500000 Penalty: 4972.156738
	Iteration 67Q: 3 clusters Score -2728592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2728594.000000 Penalty: 4972.156738
	Iteration 68Q: 3 clusters Score -2728594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2728600.750000 Penalty: 4972.156738
	Iteration 69Q: 3 clusters Score -2728601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2728606.750000 Penalty: 4972.156738
	Iteration 70Q: 3 clusters Score -2728607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2728614.250000 Penalty: 4972.156738
	Iteration 71Q: 3 clusters Score -2728614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2728620.250000 Penalty: 4972.156738
	Iteration 72Q: 3 clusters Score -2728620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2728617.250000 Penalty: 4972.156738
	Iteration 73Q: 3 clusters Score -2728617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2728624.000000 Penalty: 4972.156738
	Iteration 74Q: 3 clusters Score -2728624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2728635.250000 Penalty: 4972.156738
	Iteration 75Q: 3 clusters Score -2728635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2728634.250000 Penalty: 4972.156738
	Iteration 76Q: 3 clusters Score -2728634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2728634.750000 Penalty: 4972.156738
	Iteration 77Q: 3 clusters Score -2728635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2728635.750000 Penalty: 4972.156738
	Iteration 78Q: 3 clusters Score -2728636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2728640.500000 Penalty: 4972.156738
	Iteration 79Q: 3 clusters Score -2728640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2728636.250000 Penalty: 4972.156738
	Iteration 80F: 3 clusters Score -2728636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2728639.000000 Penalty: 4972.156738
	Iteration 81Q: 3 clusters Score -2728639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2728639.000000 Penalty: 4972.156738
	Iteration 82Q: 3 clusters Score -2728639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2728638.250000 Penalty: 4972.156738
	Iteration 83Q: 3 clusters Score -2728638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2728637.000000 Penalty: 4972.156738
	Iteration 84Q: 3 clusters Score -2728637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2728639.500000 Penalty: 4972.156738
	Iteration 85Q: 3 clusters Score -2728640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2728650.500000 Penalty: 4972.156738
	Iteration 86Q: 3 clusters Score -2728650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2728650.500000 Penalty: 4972.156738
	Iteration 87Q: 3 clusters Score -2728650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2728652.500000 Penalty: 4972.156738
	Iteration 88Q: 3 clusters Score -2728652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2728652.750000 Penalty: 4972.156738
	Iteration 89Q: 3 clusters Score -2728653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2728661.000000 Penalty: 4972.156738
	Iteration 90Q: 3 clusters Score -2728661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2728661.750000 Penalty: 4972.156738
	Iteration 91Q: 3 clusters Score -2728662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2728662.750000 Penalty: 4972.156738
	Iteration 92Q: 3 clusters Score -2728663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2728669.500000 Penalty: 4972.156738
	Iteration 93Q: 3 clusters Score -2728670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2728670.250000 Penalty: 4972.156738
	Iteration 94Q: 3 clusters Score -2728670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2728685.250000 Penalty: 4972.156738
	Iteration 95Q: 3 clusters Score -2728685 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2728688.000000 Penalty: 4972.156738
	Iteration 96Q: 3 clusters Score -2728688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2728694.750000 Penalty: 4972.156738
	Iteration 97Q: 3 clusters Score -2728695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2728702.500000 Penalty: 4972.156738
	Iteration 98Q: 3 clusters Score -2728702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2728699.000000 Penalty: 4972.156738
	Iteration 99Q: 3 clusters Score -2728699 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2728701.000000 Penalty: 4972.156738
	Iteration 100F: 3 clusters Score -2728701 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2728703.000000 Penalty: 4972.156738
	Iteration 101Q: 3 clusters Score -2728703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2728706.000000 Penalty: 4972.156738
	Iteration 102Q: 3 clusters Score -2728706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2728714.750000 Penalty: 4972.156738
	Iteration 103Q: 3 clusters Score -2728715 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2728725.000000 Penalty: 4972.156738
	Iteration 104Q: 3 clusters Score -2728725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2728730.000000 Penalty: 4972.156738
	Iteration 105Q: 3 clusters Score -2728730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2728740.000000 Penalty: 4972.156738
	Iteration 106Q: 3 clusters Score -2728740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2728744.500000 Penalty: 4972.156738
	Iteration 107Q: 3 clusters Score -2728744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2728751.250000 Penalty: 4972.156738
	Iteration 108Q: 3 clusters Score -2728751 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2728760.750000 Penalty: 4972.156738
	Iteration 109Q: 3 clusters Score -2728761 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2728769.750000 Penalty: 4972.156738
	Iteration 110Q: 3 clusters Score -2728770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2728772.750000 Penalty: 4972.156738
	Iteration 111Q: 3 clusters Score -2728773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2728779.750000 Penalty: 4972.156738
	Iteration 112Q: 3 clusters Score -2728780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2728791.500000 Penalty: 4972.156738
	Iteration 113Q: 3 clusters Score -2728792 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2728800.000000 Penalty: 4972.156738
	Iteration 114Q: 3 clusters Score -2728800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2728812.000000 Penalty: 4972.156738
	Iteration 115Q: 3 clusters Score -2728812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2728817.250000 Penalty: 4972.156738
	Iteration 116Q: 3 clusters Score -2728817 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2728839 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2728860.000000 Penalty: 4972.156738
	Iteration 118Q: 3 clusters Score -2728860 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2728866.500000 Penalty: 4972.156738
	Iteration 119Q: 3 clusters Score -2728866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2728884.750000 Penalty: 4972.156738
	Iteration 120F: 3 clusters Score -2728885 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2728890.500000 Penalty: 4972.156738
	Iteration 121Q: 3 clusters Score -2728890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2728893.250000 Penalty: 4972.156738
	Iteration 122Q: 3 clusters Score -2728893 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2728899.000000 Penalty: 4972.156738
	Iteration 123Q: 3 clusters Score -2728899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2728906.500000 Penalty: 4972.156738
	Iteration 124Q: 3 clusters Score -2728906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2728919.250000 Penalty: 4972.156738
	Iteration 125Q: 3 clusters Score -2728919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2728927.250000 Penalty: 4972.156738
	Iteration 126Q: 3 clusters Score -2728927 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2728936.250000 Penalty: 4972.156738
	Iteration 127Q: 3 clusters Score -2728936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2728938.250000 Penalty: 4972.156738
	Iteration 128Q: 3 clusters Score -2728938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2728944.250000 Penalty: 4972.156738
	Iteration 129Q: 3 clusters Score -2728944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2728947.000000 Penalty: 4972.156738
	Iteration 130Q: 3 clusters Score -2728947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2728957.000000 Penalty: 4972.156738
	Iteration 131Q: 3 clusters Score -2728957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2728966.500000 Penalty: 4972.156738
	Iteration 132Q: 3 clusters Score -2728966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2728977.250000 Penalty: 4972.156738
	Iteration 133Q: 3 clusters Score -2728977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2728981.250000 Penalty: 4972.156738
	Iteration 134Q: 3 clusters Score -2728981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2728984.000000 Penalty: 4972.156738
	Iteration 135Q: 3 clusters Score -2728984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2728984.000000 Penalty: 4972.156738
	Iteration 136Q: 3 clusters Score -2728984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2728988.250000 Penalty: 4972.156738
	Iteration 137Q: 3 clusters Score -2728988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2728986.250000 Penalty: 4972.156738
	Iteration 138Q: 3 clusters Score -2728986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2728989.500000 Penalty: 4972.156738
	Iteration 139Q: 3 clusters Score -2728990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2728997.000000 Penalty: 4972.156738
	Iteration 140F: 3 clusters Score -2728997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2728996.000000 Penalty: 4972.156738
	Iteration 141Q: 3 clusters Score -2728996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2728998.250000 Penalty: 4972.156738
	Iteration 142Q: 3 clusters Score -2728998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2728997.000000 Penalty: 4972.156738
	Iteration 143Q: 3 clusters Score -2728997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2729000.500000 Penalty: 4972.156738
	Iteration 144Q: 3 clusters Score -2729000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2728999.250000 Penalty: 4972.156738
	Iteration 145Q: 3 clusters Score -2728999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2728999.250000 Penalty: 4972.156738
	Iteration 146F: 3 clusters Score -2728999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Entering Unmasked Estep 
Score: -3146725.500000 Penalty: 2541.881348
	Iteration 0F: 2 clusters Score -3146726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3127223.250000 Penalty: 5083.762695
	Iteration 0F: 3 clusters Score -3127223 nChanged 12780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -3134590.000000 Penalty: 5083.762695
	Iteration 1F: 3 clusters Score -3134590 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -3135318.750000 Penalty: 5083.762695
	Iteration 2F: 3 clusters Score -3135319 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -3136020.000000 Penalty: 5083.762695
	Iteration 3F: 3 clusters Score -3136020 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -3136756.750000 Penalty: 5083.762695
	Iteration 4F: 3 clusters Score -3136757 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3137469.500000 Penalty: 5083.762695
	Iteration 5F: 3 clusters Score -3137470 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -3138172.250000 Penalty: 5083.762695
	Iteration 6Q: 3 clusters Score -3138172 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -3138881.750000 Penalty: 5083.762695
	Iteration 7Q: 3 clusters Score -3138882 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -3139554.750000 Penalty: 5083.762695
	Iteration 8Q: 3 clusters Score -3139555 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -3140191.500000 Penalty: 5083.762695
	Iteration 9Q: 3 clusters Score -3140192 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -3140738.000000 Penalty: 5083.762695
	Iteration 10Q: 3 clusters Score -3140738 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -3141172.750000 Penalty: 5083.762695
	Iteration 11Q: 3 clusters Score -3141173 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -3141531.500000 Penalty: 5083.762695
	Iteration 12Q: 3 clusters Score -3141532 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -3141794.750000 Penalty: 5083.762695
	Iteration 13Q: 3 clusters Score -3141795 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -3142019.500000 Penalty: 5083.762695
	Iteration 14Q: 3 clusters Score -3142020 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -3142197.500000 Penalty: 5083.762695
	Iteration 15Q: 3 clusters Score -3142198 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -3142346.500000 Penalty: 5083.762695
	Iteration 16Q: 3 clusters Score -3142346 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -3142507.750000 Penalty: 5083.762695
	Iteration 17Q: 3 clusters Score -3142508 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -3142682.750000 Penalty: 5083.762695
	Iteration 18Q: 3 clusters Score -3142683 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -3142857.000000 Penalty: 5083.762695
	Iteration 19Q: 3 clusters Score -3142857 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -3143071.750000 Penalty: 5083.762695
	Iteration 20F: 3 clusters Score -3143072 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -3143297.750000 Penalty: 5083.762695
	Iteration 21Q: 3 clusters Score -3143298 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -3143526.750000 Penalty: 5083.762695
	Iteration 22Q: 3 clusters Score -3143527 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -3143768.000000 Penalty: 5083.762695
	Iteration 23Q: 3 clusters Score -3143768 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -3143992.250000 Penalty: 5083.762695
	Iteration 24Q: 3 clusters Score -3143992 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3144178.000000 Penalty: 5083.762695
	Iteration 25Q: 3 clusters Score -3144178 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -3144309.000000 Penalty: 5083.762695
	Iteration 26Q: 3 clusters Score -3144309 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -3144403.250000 Penalty: 5083.762695
	Iteration 27Q: 3 clusters Score -3144403 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3144470.000000 Penalty: 5083.762695
	Iteration 28Q: 3 clusters Score -3144470 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3144530.000000 Penalty: 5083.762695
	Iteration 29Q: 3 clusters Score -3144530 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -3144577.500000 Penalty: 5083.762695
	Iteration 30Q: 3 clusters Score -3144578 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3144612.000000 Penalty: 5083.762695
	Iteration 31Q: 3 clusters Score -3144612 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -3144647.750000 Penalty: 5083.762695
	Iteration 32Q: 3 clusters Score -3144648 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -3144675.250000 Penalty: 5083.762695
	Iteration 33Q: 3 clusters Score -3144675 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -3144686.750000 Penalty: 5083.762695
	Iteration 34Q: 3 clusters Score -3144687 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -3144710.000000 Penalty: 5083.762695
	Iteration 35Q: 3 clusters Score -3144710 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -3144723.250000 Penalty: 5083.762695
	Iteration 36Q: 3 clusters Score -3144723 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -3144745.750000 Penalty: 5083.762695
	Iteration 37Q: 3 clusters Score -3144746 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -3144753.500000 Penalty: 5083.762695
	Iteration 38Q: 3 clusters Score -3144754 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -3144765.750000 Penalty: 5083.762695
	Iteration 39Q: 3 clusters Score -3144766 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -3144797.250000 Penalty: 5083.762695
	Iteration 40F: 3 clusters Score -3144797 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -3144821.750000 Penalty: 5083.762695
	Iteration 41Q: 3 clusters Score -3144822 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -3144843.500000 Penalty: 5083.762695
	Iteration 42Q: 3 clusters Score -3144844 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -3144856.250000 Penalty: 5083.762695
	Iteration 43Q: 3 clusters Score -3144856 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -3144870.250000 Penalty: 5083.762695
	Iteration 44Q: 3 clusters Score -3144870 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -3144883.250000 Penalty: 5083.762695
	Iteration 45Q: 3 clusters Score -3144883 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -3144883.750000 Penalty: 5083.762695
	Iteration 46Q: 3 clusters Score -3144884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -3144892.500000 Penalty: 5083.762695
	Iteration 47Q: 3 clusters Score -3144892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -3144907.750000 Penalty: 5083.762695
	Iteration 48Q: 3 clusters Score -3144908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -3144916.250000 Penalty: 5083.762695
	Iteration 49Q: 3 clusters Score -3144916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -3144926.000000 Penalty: 5083.762695
	Iteration 50Q: 3 clusters Score -3144926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -3144933.500000 Penalty: 5083.762695
	Iteration 51Q: 3 clusters Score -3144934 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -3144952.000000 Penalty: 5083.762695
	Iteration 52Q: 3 clusters Score -3144952 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -3144967.500000 Penalty: 5083.762695
	Iteration 53Q: 3 clusters Score -3144968 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -3144981.000000 Penalty: 5083.762695
	Iteration 54Q: 3 clusters Score -3144981 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -3145010.000000 Penalty: 5083.762695
	Iteration 55Q: 3 clusters Score -3145010 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -3145022.000000 Penalty: 5083.762695
	Iteration 56Q: 3 clusters Score -3145022 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -3145024.500000 Penalty: 5083.762695
	Iteration 57Q: 3 clusters Score -3145024 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -3145038.750000 Penalty: 5083.762695
	Iteration 58Q: 3 clusters Score -3145039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -3145045.000000 Penalty: 5083.762695
	Iteration 59Q: 3 clusters Score -3145045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -3145066.500000 Penalty: 5083.762695
	Iteration 60F: 3 clusters Score -3145066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -3145080.500000 Penalty: 5083.762695
	Iteration 61Q: 3 clusters Score -3145080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -3145088.750000 Penalty: 5083.762695
	Iteration 62Q: 3 clusters Score -3145089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -3145094.750000 Penalty: 5083.762695
	Iteration 63Q: 3 clusters Score -3145095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3145102.750000 Penalty: 5083.762695
	Iteration 64Q: 3 clusters Score -3145103 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -3145117.000000 Penalty: 5083.762695
	Iteration 65Q: 3 clusters Score -3145117 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -3145133.250000 Penalty: 5083.762695
	Iteration 66Q: 3 clusters Score -3145133 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -3145159.250000 Penalty: 5083.762695
	Iteration 67Q: 3 clusters Score -3145159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -3145161.500000 Penalty: 5083.762695
	Iteration 68Q: 3 clusters Score -3145162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -3145168.500000 Penalty: 5083.762695
	Iteration 69Q: 3 clusters Score -3145168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -3145174.750000 Penalty: 5083.762695
	Iteration 70Q: 3 clusters Score -3145175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -3145188.250000 Penalty: 5083.762695
	Iteration 71Q: 3 clusters Score -3145188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -3145195.250000 Penalty: 5083.762695
	Iteration 72Q: 3 clusters Score -3145195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -3145205.000000 Penalty: 5083.762695
	Iteration 73Q: 3 clusters Score -3145205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3145205.250000 Penalty: 5083.762695
	Iteration 74Q: 3 clusters Score -3145205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -3145206.750000 Penalty: 5083.762695
	Iteration 75Q: 3 clusters Score -3145207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -3145204.250000 Penalty: 5083.762695
	Iteration 76Q: 3 clusters Score -3145204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -3145212.500000 Penalty: 5083.762695
	Iteration 77Q: 3 clusters Score -3145212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -3145212.500000 Penalty: 5083.762695
	Iteration 78Q: 3 clusters Score -3145212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -3145217.000000 Penalty: 5083.762695
	Iteration 79Q: 3 clusters Score -3145217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -3145223.500000 Penalty: 5083.762695
	Iteration 80F: 3 clusters Score -3145224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -3145227.750000 Penalty: 5083.762695
	Iteration 81Q: 3 clusters Score -3145228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -3145228.500000 Penalty: 5083.762695
	Iteration 82Q: 3 clusters Score -3145228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -3145229.000000 Penalty: 5083.762695
	Iteration 83Q: 3 clusters Score -3145229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -3145239.750000 Penalty: 5083.762695
	Iteration 84Q: 3 clusters Score -3145240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -3145240.500000 Penalty: 5083.762695
	Iteration 85Q: 3 clusters Score -3145240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -3145245.500000 Penalty: 5083.762695
	Iteration 86Q: 3 clusters Score -3145246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -3145251.000000 Penalty: 5083.762695
	Iteration 87Q: 3 clusters Score -3145251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -3145249.250000 Penalty: 5083.762695
	Iteration 88Q: 3 clusters Score -3145249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -3145261.250000 Penalty: 5083.762695
	Iteration 89Q: 3 clusters Score -3145261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -3145260.000000 Penalty: 5083.762695
	Iteration 90Q: 3 clusters Score -3145260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -3145266.000000 Penalty: 5083.762695
	Iteration 91Q: 3 clusters Score -3145266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -3145274.000000 Penalty: 5083.762695
	Iteration 92Q: 3 clusters Score -3145274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -3145281.000000 Penalty: 5083.762695
	Iteration 93Q: 3 clusters Score -3145281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -3145284.250000 Penalty: 5083.762695
	Iteration 94Q: 3 clusters Score -3145284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -3145293.250000 Penalty: 5083.762695
	Iteration 95Q: 3 clusters Score -3145293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -3145306.250000 Penalty: 5083.762695
	Iteration 96Q: 3 clusters Score -3145306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -3145317.750000 Penalty: 5083.762695
	Iteration 97Q: 3 clusters Score -3145318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -3145337.750000 Penalty: 5083.762695
	Iteration 98Q: 3 clusters Score -3145338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -3145355.250000 Penalty: 5083.762695
	Iteration 99Q: 3 clusters Score -3145355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -3145363.000000 Penalty: 5083.762695
	Iteration 100F: 3 clusters Score -3145363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -3145368.250000 Penalty: 5083.762695
	Iteration 101Q: 3 clusters Score -3145368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -3145375.750000 Penalty: 5083.762695
	Iteration 102Q: 3 clusters Score -3145376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -3145384.500000 Penalty: 5083.762695
	Iteration 103Q: 3 clusters Score -3145384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -3145396.500000 Penalty: 5083.762695
	Iteration 104Q: 3 clusters Score -3145396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -3145403.250000 Penalty: 5083.762695
	Iteration 105Q: 3 clusters Score -3145403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -3145415.250000 Penalty: 5083.762695
	Iteration 106Q: 3 clusters Score -3145415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -3145425.500000 Penalty: 5083.762695
	Iteration 107Q: 3 clusters Score -3145426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -3145433.000000 Penalty: 5083.762695
	Iteration 108Q: 3 clusters Score -3145433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -3145442.500000 Penalty: 5083.762695
	Iteration 109Q: 3 clusters Score -3145442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -3145446.250000 Penalty: 5083.762695
	Iteration 110Q: 3 clusters Score -3145446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -3145450.500000 Penalty: 5083.762695
	Iteration 111Q: 3 clusters Score -3145450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3145454.500000 Penalty: 5083.762695
	Iteration 112Q: 3 clusters Score -3145454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -3145459.750000 Penalty: 5083.762695
	Iteration 113Q: 3 clusters Score -3145460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -3145459.000000 Penalty: 5083.762695
	Iteration 114Q: 3 clusters Score -3145459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -3145462.000000 Penalty: 5083.762695
	Iteration 115Q: 3 clusters Score -3145462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -3145461.000000 Penalty: 5083.762695
	Iteration 116Q: 3 clusters Score -3145461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -3145468.750000 Penalty: 5083.762695
	Iteration 117Q: 3 clusters Score -3145469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -3145476.000000 Penalty: 5083.762695
	Iteration 118Q: 3 clusters Score -3145476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -3145474.500000 Penalty: 5083.762695
	Iteration 119Q: 3 clusters Score -3145474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -3145483.250000 Penalty: 5083.762695
	Iteration 120F: 3 clusters Score -3145483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -3145485.000000 Penalty: 5083.762695
	Iteration 121Q: 3 clusters Score -3145485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -3145488.000000 Penalty: 5083.762695
	Iteration 122Q: 3 clusters Score -3145488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -3145496.750000 Penalty: 5083.762695
	Iteration 123Q: 3 clusters Score -3145497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -3145499.750000 Penalty: 5083.762695
	Iteration 124Q: 3 clusters Score -3145500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -3145501.000000 Penalty: 5083.762695
	Iteration 125Q: 3 clusters Score -3145501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3145498.000000 Penalty: 5083.762695
	Iteration 126Q: 3 clusters Score -3145498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -3145499.250000 Penalty: 5083.762695
	Iteration 127Q: 3 clusters Score -3145499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -3145499.750000 Penalty: 5083.762695
	Iteration 128Q: 3 clusters Score -3145500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -3145511.750000 Penalty: 5083.762695
	Iteration 129Q: 3 clusters Score -3145512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -3145516.250000 Penalty: 5083.762695
	Iteration 130Q: 3 clusters Score -3145516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -3145523.500000 Penalty: 5083.762695
	Iteration 131Q: 3 clusters Score -3145524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -3145532.750000 Penalty: 5083.762695
	Iteration 132Q: 3 clusters Score -3145533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -3145533.000000 Penalty: 5083.762695
	Iteration 133Q: 3 clusters Score -3145533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -3145531.750000 Penalty: 5083.762695
	Iteration 134Q: 3 clusters Score -3145532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -3145529.750000 Penalty: 5083.762695
	Iteration 135Q: 3 clusters Score -3145530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -3145531.000000 Penalty: 5083.762695
	Iteration 136Q: 3 clusters Score -3145531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -3145531.000000 Penalty: 5083.762695
	Iteration 137F: 3 clusters Score -3145531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (81319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81319 members 
Entering Unmasked Estep 
Score: -10250013.000000 Penalty: 2803.921631
	Iteration 0F: 2 clusters Score -1.025001e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -10195641.000000 Penalty: 5607.843262
	Iteration 0F: 3 clusters Score -1.019564e+07 nChanged 37922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -10217426.000000 Penalty: 5607.843262
	Iteration 1F: 3 clusters Score -1.021743e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -10218342.000000 Penalty: 5607.843262
	Iteration 2Q: 3 clusters Score -1.021834e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 49252 members 
Entering Unmasked Estep 
Score: -10220057.000000 Penalty: 5607.843262
	Iteration 3Q: 3 clusters Score -1.022006e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -10223131.000000 Penalty: 5607.843262
	Iteration 4F: 3 clusters Score -1.022313e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 59720 members 
Entering Unmasked Estep 
Score: -10228462.000000 Penalty: 5607.843262
	Iteration 5F: 3 clusters Score -1.022846e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 66605 members 
Entering Unmasked Estep 
Score: -10235644.000000 Penalty: 5607.843262
	Iteration 6F: 3 clusters Score -1.023564e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 72208 members 
Entering Unmasked Estep 
Score: -10241889.000000 Penalty: 5607.843262
	Iteration 7F: 3 clusters Score -1.024189e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 75259 members 
Entering Unmasked Estep 
Score: -10245426.000000 Penalty: 5607.843262
	Iteration 8Q: 3 clusters Score -1.024543e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 76478 members 
Entering Unmasked Estep 
Score: -10247001.000000 Penalty: 5607.843262
	Iteration 9Q: 3 clusters Score -1.0247e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 76979 members 
Entering Unmasked Estep 
Score: -10247618.000000 Penalty: 5607.843262
	Iteration 10Q: 3 clusters Score -1.024762e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 77261 members 
Entering Unmasked Estep 
Score: -10247861.000000 Penalty: 5607.843262
	Iteration 11Q: 3 clusters Score -1.024786e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 77452 members 
Entering Unmasked Estep 
Score: -10247919.000000 Penalty: 5607.843262
	Iteration 12Q: 3 clusters Score -1.024792e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 77590 members 
Entering Unmasked Estep 
Score: -10247979.000000 Penalty: 5607.843262
	Iteration 13Q: 3 clusters Score -1.024798e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 77704 members 
Entering Unmasked Estep 
Score: -10248024.000000 Penalty: 5607.843262
	Iteration 14Q: 3 clusters Score -1.024802e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 77809 members 
Entering Unmasked Estep 
Score: -10248032.000000 Penalty: 5607.843262
	Iteration 15Q: 3 clusters Score -1.024803e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 77899 members 
Entering Unmasked Estep 
Score: -10248093.000000 Penalty: 5607.843262
	Iteration 16Q: 3 clusters Score -1.024809e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 77997 members 
Entering Unmasked Estep 
Score: -10248121.000000 Penalty: 5607.843262
	Iteration 17Q: 3 clusters Score -1.024812e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 78076 members 
Entering Unmasked Estep 
Score: -10248125.000000 Penalty: 5607.843262
	Iteration 18Q: 3 clusters Score -1.024812e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 78150 members 
Entering Unmasked Estep 
Score: -10248170.000000 Penalty: 5607.843262
	Iteration 19Q: 3 clusters Score -1.024817e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 78208 members 
Entering Unmasked Estep 
Score: -10248210.000000 Penalty: 5607.843262
	Iteration 20F: 3 clusters Score -1.024821e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 78265 members 
Entering Unmasked Estep 
Score: -10248225.000000 Penalty: 5607.843262
	Iteration 21Q: 3 clusters Score -1.024822e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 78322 members 
Entering Unmasked Estep 
Score: -10248269.000000 Penalty: 5607.843262
	Iteration 22Q: 3 clusters Score -1.024827e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 78370 members 
Entering Unmasked Estep 
Score: -10248289.000000 Penalty: 5607.843262
	Iteration 23Q: 3 clusters Score -1.024829e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 78413 members 
Entering Unmasked Estep 
Score: -10248311.000000 Penalty: 5607.843262
	Iteration 24Q: 3 clusters Score -1.024831e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 78442 members 
Entering Unmasked Estep 
Score: -10248285.000000 Penalty: 5607.843262
	Iteration 25Q: 3 clusters Score -1.024828e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 78467 members 
Entering Unmasked Estep 
Score: -10248282.000000 Penalty: 5607.843262
	Iteration 26Q: 3 clusters Score -1.024828e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 78494 members 
Entering Unmasked Estep 
Score: -10248288.000000 Penalty: 5607.843262
	Iteration 27Q: 3 clusters Score -1.024829e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 78508 members 
Entering Unmasked Estep 
Score: -10248294.000000 Penalty: 5607.843262
	Iteration 28Q: 3 clusters Score -1.024829e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 78516 members 
Entering Unmasked Estep 
Score: -10248296.000000 Penalty: 5607.843262
	Iteration 29Q: 3 clusters Score -1.02483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 78522 members 
Entering Unmasked Estep 
Score: -10248300.000000 Penalty: 5607.843262
	Iteration 30Q: 3 clusters Score -1.02483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 78523 members 
Entering Unmasked Estep 
Score: -10248303.000000 Penalty: 5607.843262
	Iteration 31Q: 3 clusters Score -1.02483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 78525 members 
Entering Unmasked Estep 
Score: -10248309.000000 Penalty: 5607.843262
	Iteration 32Q: 3 clusters Score -1.024831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 78526 members 
Entering Unmasked Estep 
Score: -10248308.000000 Penalty: 5607.843262
	Iteration 33Q: 3 clusters Score -1.024831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
Score: -10248302.000000 Penalty: 5607.843262
	Iteration 34Q: 3 clusters Score -1.02483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 78530 members 
Entering Unmasked Estep 
Score: -10248299.000000 Penalty: 5607.843262
	Iteration 35Q: 3 clusters Score -1.02483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 78530 members 
Entering Unmasked Estep 
Score: -10248299.000000 Penalty: 5607.843262
	Iteration 36Q: 3 clusters Score -1.02483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 78532 members 
Entering Unmasked Estep 
Score: -10248306.000000 Penalty: 5607.843262
	Iteration 37Q: 3 clusters Score -1.024831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 78535 members 
Entering Unmasked Estep 
Score: -10248299.000000 Penalty: 5607.843262
	Iteration 38Q: 3 clusters Score -1.02483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 78538 members 
Entering Unmasked Estep 
Score: -10248301.000000 Penalty: 5607.843262
	Iteration 39Q: 3 clusters Score -1.02483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 78539 members 
Entering Unmasked Estep 
Score: -10248297.000000 Penalty: 5607.843262
	Iteration 40F: 3 clusters Score -1.02483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -99847.070312 Penalty: 1676.582764
	Iteration 0F: 2 clusters Score -99847.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -98017.218750 Penalty: 3353.165527
	Iteration 0F: 3 clusters Score -98017.22 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -98271.546875 Penalty: 3353.165527
	Iteration 1F: 3 clusters Score -98271.55 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -98351.398438 Penalty: 3353.165527
	Iteration 2F: 3 clusters Score -98351.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -98404.671875 Penalty: 3353.165527
	Iteration 3Q: 3 clusters Score -98404.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -98432.328125 Penalty: 3353.165527
	Iteration 4Q: 3 clusters Score -98432.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -98453.320312 Penalty: 3353.165527
	Iteration 5Q: 3 clusters Score -98453.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -98476.164062 Penalty: 3353.165527
	Iteration 6Q: 3 clusters Score -98476.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -98496.242188 Penalty: 3353.165527
	Iteration 7Q: 3 clusters Score -98496.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -98507.187500 Penalty: 3353.165527
	Iteration 8Q: 3 clusters Score -98507.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -98517.937500 Penalty: 3353.165527
	Iteration 9Q: 3 clusters Score -98517.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -98521.617188 Penalty: 3353.165527
	Iteration 10Q: 3 clusters Score -98521.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -98524.296875 Penalty: 3353.165527
	Iteration 11Q: 3 clusters Score -98524.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -98524.296875 Penalty: 3353.165527
	Iteration 12F: 3 clusters Score -98524.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (108305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108305 members 
Entering Unmasked Estep 
Score: -13611442.000000 Penalty: 2874.991211
	Iteration 0F: 2 clusters Score -1.361144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53912 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -13538978.000000 Penalty: 5749.982422
	Iteration 0F: 3 clusters Score -1.353898e+07 nChanged 51504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 57669 members 
Entering Unmasked Estep 
Score: -13568487.000000 Penalty: 5749.982422
	Iteration 1F: 3 clusters Score -1.356849e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 59930 members 
Entering Unmasked Estep 
Score: -13569810.000000 Penalty: 5749.982422
	Iteration 2Q: 3 clusters Score -1.356981e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 63375 members 
Entering Unmasked Estep 
Score: -13571941.000000 Penalty: 5749.982422
	Iteration 3Q: 3 clusters Score -1.357194e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 68419 members 
Entering Unmasked Estep 
Score: -13575439.000000 Penalty: 5749.982422
	Iteration 4F: 3 clusters Score -1.357544e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 75343 members 
Entering Unmasked Estep 
Score: -13581094.000000 Penalty: 5749.982422
	Iteration 5F: 3 clusters Score -1.358109e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 83472 members 
Entering Unmasked Estep 
Score: -13588751.000000 Penalty: 5749.982422
	Iteration 6F: 3 clusters Score -1.358875e+07 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 91345 members 
Entering Unmasked Estep 
Score: -13596878.000000 Penalty: 5749.982422
	Iteration 7F: 3 clusters Score -1.359688e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 97037 members 
Entering Unmasked Estep 
Score: -13602875.000000 Penalty: 5749.982422
	Iteration 8F: 3 clusters Score -1.360288e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 100160 members 
Entering Unmasked Estep 
Score: -13606310.000000 Penalty: 5749.982422
	Iteration 9Q: 3 clusters Score -1.360631e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 101671 members 
Entering Unmasked Estep 
Score: -13607907.000000 Penalty: 5749.982422
	Iteration 10Q: 3 clusters Score -1.360791e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 102457 members 
Entering Unmasked Estep 
Score: -13608727.000000 Penalty: 5749.982422
	Iteration 11Q: 3 clusters Score -1.360873e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 103031 members 
Entering Unmasked Estep 
Score: -13609173.000000 Penalty: 5749.982422
	Iteration 12Q: 3 clusters Score -1.360917e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 103458 members 
Entering Unmasked Estep 
Score: -13609366.000000 Penalty: 5749.982422
	Iteration 13Q: 3 clusters Score -1.360937e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 103765 members 
Entering Unmasked Estep 
Score: -13609456.000000 Penalty: 5749.982422
	Iteration 14Q: 3 clusters Score -1.360946e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 103993 members 
Entering Unmasked Estep 
Score: -13609533.000000 Penalty: 5749.982422
	Iteration 15Q: 3 clusters Score -1.360953e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 104161 members 
Entering Unmasked Estep 
Score: -13609577.000000 Penalty: 5749.982422
	Iteration 16Q: 3 clusters Score -1.360958e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 104302 members 
Entering Unmasked Estep 
Score: -13609579.000000 Penalty: 5749.982422
	Iteration 17Q: 3 clusters Score -1.360958e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 104407 members 
Entering Unmasked Estep 
Score: -13609627.000000 Penalty: 5749.982422
	Iteration 18Q: 3 clusters Score -1.360963e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 104497 members 
Entering Unmasked Estep 
Score: -13609643.000000 Penalty: 5749.982422
	Iteration 19Q: 3 clusters Score -1.360964e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 104575 members 
Entering Unmasked Estep 
Score: -13609667.000000 Penalty: 5749.982422
	Iteration 20F: 3 clusters Score -1.360967e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 104651 members 
Entering Unmasked Estep 
Score: -13609667.000000 Penalty: 5749.982422
	Iteration 21Q: 3 clusters Score -1.360967e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 104709 members 
Entering Unmasked Estep 
Score: -13609670.000000 Penalty: 5749.982422
	Iteration 22Q: 3 clusters Score -1.360967e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 104766 members 
Entering Unmasked Estep 
Score: -13609675.000000 Penalty: 5749.982422
	Iteration 23Q: 3 clusters Score -1.360968e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 104809 members 
Entering Unmasked Estep 
Score: -13609666.000000 Penalty: 5749.982422
	Iteration 24Q: 3 clusters Score -1.360967e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 104852 members 
Entering Unmasked Estep 
Score: -13609667.000000 Penalty: 5749.982422
	Iteration 25Q: 3 clusters Score -1.360967e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 104879 members 
Entering Unmasked Estep 
Score: -13609680.000000 Penalty: 5749.982422
	Iteration 26Q: 3 clusters Score -1.360968e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 104909 members 
Entering Unmasked Estep 
Score: -13609704.000000 Penalty: 5749.982422
	Iteration 27Q: 3 clusters Score -1.36097e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 104934 members 
Entering Unmasked Estep 
Score: -13609724.000000 Penalty: 5749.982422
	Iteration 28Q: 3 clusters Score -1.360972e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 104959 members 
Entering Unmasked Estep 
Score: -13609735.000000 Penalty: 5749.982422
	Iteration 29Q: 3 clusters Score -1.360974e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 104989 members 
Entering Unmasked Estep 
Score: -13609755.000000 Penalty: 5749.982422
	Iteration 30Q: 3 clusters Score -1.360976e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 105011 members 
Entering Unmasked Estep 
Score: -13609761.000000 Penalty: 5749.982422
	Iteration 31Q: 3 clusters Score -1.360976e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 105029 members 
Entering Unmasked Estep 
Score: -13609756.000000 Penalty: 5749.982422
	Iteration 32Q: 3 clusters Score -1.360976e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 105046 members 
Entering Unmasked Estep 
Score: -13609743.000000 Penalty: 5749.982422
	Iteration 33Q: 3 clusters Score -1.360974e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 105063 members 
Entering Unmasked Estep 
Score: -13609734.000000 Penalty: 5749.982422
	Iteration 34Q: 3 clusters Score -1.360973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 105072 members 
Entering Unmasked Estep 
Score: -13609730.000000 Penalty: 5749.982422
	Iteration 35Q: 3 clusters Score -1.360973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 105080 members 
Entering Unmasked Estep 
Score: -13609724.000000 Penalty: 5749.982422
	Iteration 36Q: 3 clusters Score -1.360972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 105088 members 
Entering Unmasked Estep 
Score: -13609734.000000 Penalty: 5749.982422
	Iteration 37Q: 3 clusters Score -1.360973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 105095 members 
Entering Unmasked Estep 
Score: -13609752.000000 Penalty: 5749.982422
	Iteration 38Q: 3 clusters Score -1.360975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 105101 members 
Entering Unmasked Estep 
Score: -13609742.000000 Penalty: 5749.982422
	Iteration 39Q: 3 clusters Score -1.360974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 105109 members 
Entering Unmasked Estep 
Score: -13609741.000000 Penalty: 5749.982422
	Iteration 40F: 3 clusters Score -1.360974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 105116 members 
Entering Unmasked Estep 
Score: -13609751.000000 Penalty: 5749.982422
	Iteration 41Q: 3 clusters Score -1.360975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 105124 members 
Entering Unmasked Estep 
Score: -13609753.000000 Penalty: 5749.982422
	Iteration 42Q: 3 clusters Score -1.360975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 105133 members 
Entering Unmasked Estep 
Score: -13609746.000000 Penalty: 5749.982422
	Iteration 43Q: 3 clusters Score -1.360975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 105141 members 
Entering Unmasked Estep 
Score: -13609751.000000 Penalty: 5749.982422
	Iteration 44Q: 3 clusters Score -1.360975e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 105154 members 
Entering Unmasked Estep 
Score: -13609773.000000 Penalty: 5749.982422
	Iteration 45Q: 3 clusters Score -1.360977e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 105170 members 
Entering Unmasked Estep 
Score: -13609771.000000 Penalty: 5749.982422
	Iteration 46Q: 3 clusters Score -1.360977e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 105183 members 
Entering Unmasked Estep 
Score: -13609762.000000 Penalty: 5749.982422
	Iteration 47Q: 3 clusters Score -1.360976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 105197 members 
Entering Unmasked Estep 
Score: -13609756.000000 Penalty: 5749.982422
	Iteration 48Q: 3 clusters Score -1.360976e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 105215 members 
Entering Unmasked Estep 
Score: -13609744.000000 Penalty: 5749.982422
	Iteration 49Q: 3 clusters Score -1.360974e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 105233 members 
Entering Unmasked Estep 
Score: -13609745.000000 Penalty: 5749.982422
	Iteration 50Q: 3 clusters Score -1.360974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 105244 members 
Entering Unmasked Estep 
Score: -13609742.000000 Penalty: 5749.982422
	Iteration 51Q: 3 clusters Score -1.360974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 105255 members 
Entering Unmasked Estep 
Score: -13609742.000000 Penalty: 5749.982422
	Iteration 52Q: 3 clusters Score -1.360974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 105263 members 
Entering Unmasked Estep 
Score: -13609742.000000 Penalty: 5749.982422
	Iteration 53Q: 3 clusters Score -1.360974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 105265 members 
Entering Unmasked Estep 
Score: -13609739.000000 Penalty: 5749.982422
	Iteration 54Q: 3 clusters Score -1.360974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 105270 members 
Entering Unmasked Estep 
Score: -13609729.000000 Penalty: 5749.982422
	Iteration 55Q: 3 clusters Score -1.360973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 105276 members 
Entering Unmasked Estep 
Score: -13609741.000000 Penalty: 5749.982422
	Iteration 56Q: 3 clusters Score -1.360974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 105280 members 
Entering Unmasked Estep 
Score: -13609738.000000 Penalty: 5749.982422
	Iteration 57Q: 3 clusters Score -1.360974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 105285 members 
Entering Unmasked Estep 
Score: -13609744.000000 Penalty: 5749.982422
	Iteration 58Q: 3 clusters Score -1.360974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 105288 members 
Entering Unmasked Estep 
Score: -13609749.000000 Penalty: 5749.982422
	Iteration 59Q: 3 clusters Score -1.360975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 105290 members 
Entering Unmasked Estep 
Score: -13609748.000000 Penalty: 5749.982422
	Iteration 60F: 3 clusters Score -1.360975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 105292 members 
Entering Unmasked Estep 
Score: -13609751.000000 Penalty: 5749.982422
	Iteration 61Q: 3 clusters Score -1.360975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 105294 members 
Entering Unmasked Estep 
Score: -13609737.000000 Penalty: 5749.982422
	Iteration 62Q: 3 clusters Score -1.360974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 105297 members 
Entering Unmasked Estep 
Score: -13609755.000000 Penalty: 5749.982422
	Iteration 63Q: 3 clusters Score -1.360976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 105304 members 
Entering Unmasked Estep 
Score: -13609751.000000 Penalty: 5749.982422
	Iteration 64Q: 3 clusters Score -1.360975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 105310 members 
Entering Unmasked Estep 
Score: -13609746.000000 Penalty: 5749.982422
	Iteration 65Q: 3 clusters Score -1.360975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 105317 members 
Entering Unmasked Estep 
Score: -13609752.000000 Penalty: 5749.982422
	Iteration 66Q: 3 clusters Score -1.360975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 105324 members 
Entering Unmasked Estep 
Score: -13609764.000000 Penalty: 5749.982422
	Iteration 67Q: 3 clusters Score -1.360976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 105327 members 
Entering Unmasked Estep 
Score: -13609762.000000 Penalty: 5749.982422
	Iteration 68Q: 3 clusters Score -1.360976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 105334 members 
Entering Unmasked Estep 
Score: -13609770.000000 Penalty: 5749.982422
	Iteration 69Q: 3 clusters Score -1.360977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 105341 members 
Entering Unmasked Estep 
Score: -13609779.000000 Penalty: 5749.982422
	Iteration 70Q: 3 clusters Score -1.360978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 105345 members 
Entering Unmasked Estep 
Score: -13609777.000000 Penalty: 5749.982422
	Iteration 71Q: 3 clusters Score -1.360978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 105349 members 
Entering Unmasked Estep 
Score: -13609778.000000 Penalty: 5749.982422
	Iteration 72Q: 3 clusters Score -1.360978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 105354 members 
Entering Unmasked Estep 
Score: -13609775.000000 Penalty: 5749.982422
	Iteration 73Q: 3 clusters Score -1.360978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 105360 members 
Entering Unmasked Estep 
Score: -13609774.000000 Penalty: 5749.982422
	Iteration 74Q: 3 clusters Score -1.360977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 105363 members 
Entering Unmasked Estep 
Score: -13609772.000000 Penalty: 5749.982422
	Iteration 75Q: 3 clusters Score -1.360977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 105363 members 
Entering Unmasked Estep 
Score: -13609772.000000 Penalty: 5749.982422
	Iteration 76F: 3 clusters Score -1.360977e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Entering Unmasked Estep 
Score: -377295.312500 Penalty: 2048.666504
	Iteration 0F: 2 clusters Score -377295.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -373560.312500 Penalty: 4097.333008
	Iteration 0F: 3 clusters Score -373560.3 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -374701.375000 Penalty: 4097.333008
	Iteration 1F: 3 clusters Score -374701.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -375143.937500 Penalty: 4097.333008
	Iteration 2F: 3 clusters Score -375143.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -375557.843750 Penalty: 4097.333008
	Iteration 3F: 3 clusters Score -375557.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -375921.718750 Penalty: 4097.333008
	Iteration 4F: 3 clusters Score -375921.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -376206.718750 Penalty: 4097.333008
	Iteration 5F: 3 clusters Score -376206.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -376488.218750 Penalty: 4097.333008
	Iteration 6Q: 3 clusters Score -376488.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -376736.625000 Penalty: 4097.333008
	Iteration 7Q: 3 clusters Score -376736.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -376891.093750 Penalty: 4097.333008
	Iteration 8Q: 3 clusters Score -376891.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -376943.062500 Penalty: 4097.333008
	Iteration 9Q: 3 clusters Score -376943.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -376970.593750 Penalty: 4097.333008
	Iteration 10Q: 3 clusters Score -376970.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -376979.031250 Penalty: 4097.333008
	Iteration 11Q: 3 clusters Score -376979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -376983.781250 Penalty: 4097.333008
	Iteration 12Q: 3 clusters Score -376983.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -376987.156250 Penalty: 4097.333008
	Iteration 13Q: 3 clusters Score -376987.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -376990.437500 Penalty: 4097.333008
	Iteration 14Q: 3 clusters Score -376990.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -376991.250000 Penalty: 4097.333008
	Iteration 15Q: 3 clusters Score -376991.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -376991.250000 Penalty: 4097.333008
	Iteration 16F: 3 clusters Score -376991.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (177213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177213 members 
Entering Unmasked Estep 
Score: -22194964.000000 Penalty: 2997.106689
	Iteration 0F: 2 clusters Score -2.219496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88722 members 
Mstep: Class 2 contains 88491 members 
Entering Unmasked Estep 
Score: -22078052.000000 Penalty: 5994.213379
	Iteration 0F: 3 clusters Score -2.207805e+07 nChanged 85040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91472 members 
Mstep: Class 2 contains 85741 members 
Entering Unmasked Estep 
Score: -22128380.000000 Penalty: 5994.213379
	Iteration 1F: 3 clusters Score -2.212838e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93212 members 
Mstep: Class 2 contains 84001 members 
Entering Unmasked Estep 
Score: -22129888.000000 Penalty: 5994.213379
	Iteration 2Q: 3 clusters Score -2.212989e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95986 members 
Mstep: Class 2 contains 81227 members 
Entering Unmasked Estep 
Score: -22132114.000000 Penalty: 5994.213379
	Iteration 3Q: 3 clusters Score -2.213211e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100219 members 
Mstep: Class 2 contains 76994 members 
Entering Unmasked Estep 
Score: -22135464.000000 Penalty: 5994.213379
	Iteration 4Q: 3 clusters Score -2.213546e+07 nChanged 9961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106306 members 
Mstep: Class 2 contains 70907 members 
Entering Unmasked Estep 
Score: -22140690.000000 Penalty: 5994.213379
	Iteration 5F: 3 clusters Score -2.214069e+07 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114522 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -22148304.000000 Penalty: 5994.213379
	Iteration 6F: 3 clusters Score -2.21483e+07 nChanged 12973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124391 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
Score: -22158100.000000 Penalty: 5994.213379
	Iteration 7F: 3 clusters Score -2.21581e+07 nChanged 12244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133943 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -22169044.000000 Penalty: 5994.213379
	Iteration 8F: 3 clusters Score -2.216904e+07 nChanged 9769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141370 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -22177650.000000 Penalty: 5994.213379
	Iteration 9F: 3 clusters Score -2.217765e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146181 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -22182640.000000 Penalty: 5994.213379
	Iteration 10Q: 3 clusters Score -2.218264e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149560 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -22185006.000000 Penalty: 5994.213379
	Iteration 11Q: 3 clusters Score -2.218501e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152462 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -22186622.000000 Penalty: 5994.213379
	Iteration 12Q: 3 clusters Score -2.218662e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155142 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -22187698.000000 Penalty: 5994.213379
	Iteration 13Q: 3 clusters Score -2.21877e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157590 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -22188744.000000 Penalty: 5994.213379
	Iteration 14Q: 3 clusters Score -2.218874e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159898 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -22189502.000000 Penalty: 5994.213379
	Iteration 15Q: 3 clusters Score -2.21895e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161980 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -22190116.000000 Penalty: 5994.213379
	Iteration 16Q: 3 clusters Score -2.219012e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163882 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -22190820.000000 Penalty: 5994.213379
	Iteration 17Q: 3 clusters Score -2.219082e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165516 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -22191282.000000 Penalty: 5994.213379
	Iteration 18Q: 3 clusters Score -2.219128e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166959 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -22191558.000000 Penalty: 5994.213379
	Iteration 19Q: 3 clusters Score -2.219156e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168203 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -22192004.000000 Penalty: 5994.213379
	Iteration 20F: 3 clusters Score -2.2192e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169368 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -22192252.000000 Penalty: 5994.213379
	Iteration 21Q: 3 clusters Score -2.219225e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170366 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -22192504.000000 Penalty: 5994.213379
	Iteration 22Q: 3 clusters Score -2.21925e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171171 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -22192690.000000 Penalty: 5994.213379
	Iteration 23Q: 3 clusters Score -2.219269e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171810 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -22192788.000000 Penalty: 5994.213379
	Iteration 24Q: 3 clusters Score -2.219279e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172365 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -22192908.000000 Penalty: 5994.213379
	Iteration 25Q: 3 clusters Score -2.219291e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172778 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -22192890.000000 Penalty: 5994.213379
	Iteration 26Q: 3 clusters Score -2.219289e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173127 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -22192910.000000 Penalty: 5994.213379
	Iteration 27Q: 3 clusters Score -2.219291e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173435 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -22192878.000000 Penalty: 5994.213379
	Iteration 28Q: 3 clusters Score -2.219288e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173676 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -22192844.000000 Penalty: 5994.213379
	Iteration 29Q: 3 clusters Score -2.219284e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173884 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -22192858.000000 Penalty: 5994.213379
	Iteration 30Q: 3 clusters Score -2.219286e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174061 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -22192850.000000 Penalty: 5994.213379
	Iteration 31Q: 3 clusters Score -2.219285e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174203 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -22192870.000000 Penalty: 5994.213379
	Iteration 32Q: 3 clusters Score -2.219287e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174334 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -22192934.000000 Penalty: 5994.213379
	Iteration 33Q: 3 clusters Score -2.219293e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174452 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -22192952.000000 Penalty: 5994.213379
	Iteration 34Q: 3 clusters Score -2.219295e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174549 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -22192974.000000 Penalty: 5994.213379
	Iteration 35Q: 3 clusters Score -2.219297e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174647 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -22192970.000000 Penalty: 5994.213379
	Iteration 36Q: 3 clusters Score -2.219297e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174754 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -22192984.000000 Penalty: 5994.213379
	Iteration 37Q: 3 clusters Score -2.219298e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174838 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -22192990.000000 Penalty: 5994.213379
	Iteration 38Q: 3 clusters Score -2.219299e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174892 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -22192968.000000 Penalty: 5994.213379
	Iteration 39Q: 3 clusters Score -2.219297e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174922 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -22192966.000000 Penalty: 5994.213379
	Iteration 40F: 3 clusters Score -2.219297e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174958 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -22192938.000000 Penalty: 5994.213379
	Iteration 41Q: 3 clusters Score -2.219294e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175001 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -22192908.000000 Penalty: 5994.213379
	Iteration 42Q: 3 clusters Score -2.219291e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175042 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -22192890.000000 Penalty: 5994.213379
	Iteration 43Q: 3 clusters Score -2.219289e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175083 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -22192926.000000 Penalty: 5994.213379
	Iteration 44Q: 3 clusters Score -2.219293e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175131 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -22192954.000000 Penalty: 5994.213379
	Iteration 45Q: 3 clusters Score -2.219295e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175163 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -22192958.000000 Penalty: 5994.213379
	Iteration 46Q: 3 clusters Score -2.219296e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175186 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -22192958.000000 Penalty: 5994.213379
	Iteration 47Q: 3 clusters Score -2.219296e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175211 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -22192948.000000 Penalty: 5994.213379
	Iteration 48Q: 3 clusters Score -2.219295e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175227 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -22192960.000000 Penalty: 5994.213379
	Iteration 49Q: 3 clusters Score -2.219296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175238 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -22192966.000000 Penalty: 5994.213379
	Iteration 50Q: 3 clusters Score -2.219297e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175250 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -22192952.000000 Penalty: 5994.213379
	Iteration 51Q: 3 clusters Score -2.219295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175260 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -22192960.000000 Penalty: 5994.213379
	Iteration 52Q: 3 clusters Score -2.219296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175272 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -22192970.000000 Penalty: 5994.213379
	Iteration 53Q: 3 clusters Score -2.219297e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175286 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -22192976.000000 Penalty: 5994.213379
	Iteration 54Q: 3 clusters Score -2.219298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175295 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -22192982.000000 Penalty: 5994.213379
	Iteration 55Q: 3 clusters Score -2.219298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175306 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -22192984.000000 Penalty: 5994.213379
	Iteration 56Q: 3 clusters Score -2.219298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175319 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -22193008.000000 Penalty: 5994.213379
	Iteration 57Q: 3 clusters Score -2.219301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175331 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -22193012.000000 Penalty: 5994.213379
	Iteration 58Q: 3 clusters Score -2.219301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175343 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -22193014.000000 Penalty: 5994.213379
	Iteration 59Q: 3 clusters Score -2.219301e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175350 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -22193000.000000 Penalty: 5994.213379
	Iteration 60F: 3 clusters Score -2.2193e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175352 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -22192994.000000 Penalty: 5994.213379
	Iteration 61Q: 3 clusters Score -2.219299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175355 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -22192986.000000 Penalty: 5994.213379
	Iteration 62Q: 3 clusters Score -2.219299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175359 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -22192984.000000 Penalty: 5994.213379
	Iteration 63Q: 3 clusters Score -2.219298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175362 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -22192988.000000 Penalty: 5994.213379
	Iteration 64Q: 3 clusters Score -2.219299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175365 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -22192980.000000 Penalty: 5994.213379
	Iteration 65Q: 3 clusters Score -2.219298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175369 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -22192970.000000 Penalty: 5994.213379
	Iteration 66Q: 3 clusters Score -2.219297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175372 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -22192982.000000 Penalty: 5994.213379
	Iteration 67Q: 3 clusters Score -2.219298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175371 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -22192994.000000 Penalty: 5994.213379
	Iteration 68Q: 3 clusters Score -2.219299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175377 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -22192974.000000 Penalty: 5994.213379
	Iteration 69Q: 3 clusters Score -2.219297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175380 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -22192976.000000 Penalty: 5994.213379
	Iteration 70Q: 3 clusters Score -2.219298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175385 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -22192996.000000 Penalty: 5994.213379
	Iteration 71Q: 3 clusters Score -2.2193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175391 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -22193002.000000 Penalty: 5994.213379
	Iteration 72Q: 3 clusters Score -2.2193e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175397 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -22193008.000000 Penalty: 5994.213379
	Iteration 73Q: 3 clusters Score -2.219301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175400 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -22192992.000000 Penalty: 5994.213379
	Iteration 74Q: 3 clusters Score -2.219299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175407 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -22192996.000000 Penalty: 5994.213379
	Iteration 75Q: 3 clusters Score -2.2193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175414 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -22192988.000000 Penalty: 5994.213379
	Iteration 76Q: 3 clusters Score -2.219299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175418 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -22192984.000000 Penalty: 5994.213379
	Iteration 77Q: 3 clusters Score -2.219298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175425 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -22192982.000000 Penalty: 5994.213379
	Iteration 78Q: 3 clusters Score -2.219298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175428 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -22193000.000000 Penalty: 5994.213379
	Iteration 79Q: 3 clusters Score -2.2193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175435 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -22192996.000000 Penalty: 5994.213379
	Iteration 80F: 3 clusters Score -2.2193e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175443 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -22193008.000000 Penalty: 5994.213379
	Iteration 81Q: 3 clusters Score -2.219301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175447 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -22192984.000000 Penalty: 5994.213379
	Iteration 82Q: 3 clusters Score -2.219298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175449 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -22192972.000000 Penalty: 5994.213379
	Iteration 83Q: 3 clusters Score -2.219297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175449 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -22192986.000000 Penalty: 5994.213379
	Iteration 84Q: 3 clusters Score -2.219299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175450 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -22192994.000000 Penalty: 5994.213379
	Iteration 85Q: 3 clusters Score -2.219299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175452 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -22192982.000000 Penalty: 5994.213379
	Iteration 86Q: 3 clusters Score -2.219298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175454 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -22192968.000000 Penalty: 5994.213379
	Iteration 87Q: 3 clusters Score -2.219297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175456 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -22192974.000000 Penalty: 5994.213379
	Iteration 88Q: 3 clusters Score -2.219297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175462 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -22192988.000000 Penalty: 5994.213379
	Iteration 89Q: 3 clusters Score -2.219299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175469 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -22192996.000000 Penalty: 5994.213379
	Iteration 90Q: 3 clusters Score -2.2193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175472 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -22192994.000000 Penalty: 5994.213379
	Iteration 91Q: 3 clusters Score -2.219299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175475 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -22192982.000000 Penalty: 5994.213379
	Iteration 92Q: 3 clusters Score -2.219298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175479 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -22192980.000000 Penalty: 5994.213379
	Iteration 93Q: 3 clusters Score -2.219298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175484 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -22192986.000000 Penalty: 5994.213379
	Iteration 94Q: 3 clusters Score -2.219299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175484 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -22192998.000000 Penalty: 5994.213379
	Iteration 95Q: 3 clusters Score -2.2193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175485 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -22192990.000000 Penalty: 5994.213379
	Iteration 96Q: 3 clusters Score -2.219299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175485 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -22192990.000000 Penalty: 5994.213379
	Iteration 97F: 3 clusters Score -2.219299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Entering Unmasked Estep 
Score: -2517567.500000 Penalty: 2457.042480
	Iteration 0F: 2 clusters Score -2517568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2503539.750000 Penalty: 4914.084961
	Iteration 0F: 3 clusters Score -2503540 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2508120.250000 Penalty: 4914.084961
	Iteration 1F: 3 clusters Score -2508120 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2508508.750000 Penalty: 4914.084961
	Iteration 2F: 3 clusters Score -2508509 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2508835.000000 Penalty: 4914.084961
	Iteration 3Q: 3 clusters Score -2508835 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2509097.000000 Penalty: 4914.084961
	Iteration 4Q: 3 clusters Score -2509097 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2509414.750000 Penalty: 4914.084961
	Iteration 5Q: 3 clusters Score -2509415 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2509788.500000 Penalty: 4914.084961
	Iteration 6Q: 3 clusters Score -2509788 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2510269.750000 Penalty: 4914.084961
	Iteration 7Q: 3 clusters Score -2510270 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2510885.000000 Penalty: 4914.084961
	Iteration 8Q: 3 clusters Score -2510885 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2511678.000000 Penalty: 4914.084961
	Iteration 9F: 3 clusters Score -2511678 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2512578.250000 Penalty: 4914.084961
	Iteration 10F: 3 clusters Score -2512578 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2513471.250000 Penalty: 4914.084961
	Iteration 11Q: 3 clusters Score -2513471 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2514135.500000 Penalty: 4914.084961
	Iteration 12Q: 3 clusters Score -2514136 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2514582.000000 Penalty: 4914.084961
	Iteration 13Q: 3 clusters Score -2514582 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2514860.500000 Penalty: 4914.084961
	Iteration 14Q: 3 clusters Score -2514860 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2515019.000000 Penalty: 4914.084961
	Iteration 15Q: 3 clusters Score -2515019 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2515136.500000 Penalty: 4914.084961
	Iteration 16Q: 3 clusters Score -2515136 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2515234.500000 Penalty: 4914.084961
	Iteration 17Q: 3 clusters Score -2515234 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2515303.000000 Penalty: 4914.084961
	Iteration 18Q: 3 clusters Score -2515303 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2515355.250000 Penalty: 4914.084961
	Iteration 19Q: 3 clusters Score -2515355 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2515395.250000 Penalty: 4914.084961
	Iteration 20F: 3 clusters Score -2515395 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2515432.750000 Penalty: 4914.084961
	Iteration 21Q: 3 clusters Score -2515433 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2515460.500000 Penalty: 4914.084961
	Iteration 22Q: 3 clusters Score -2515460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2515470.750000 Penalty: 4914.084961
	Iteration 23Q: 3 clusters Score -2515471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2515490.000000 Penalty: 4914.084961
	Iteration 24Q: 3 clusters Score -2515490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2515500.250000 Penalty: 4914.084961
	Iteration 25Q: 3 clusters Score -2515500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2515515.750000 Penalty: 4914.084961
	Iteration 26Q: 3 clusters Score -2515516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2515531.750000 Penalty: 4914.084961
	Iteration 27Q: 3 clusters Score -2515532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2515547.250000 Penalty: 4914.084961
	Iteration 28Q: 3 clusters Score -2515547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2515550.000000 Penalty: 4914.084961
	Iteration 29Q: 3 clusters Score -2515550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2515563.750000 Penalty: 4914.084961
	Iteration 30Q: 3 clusters Score -2515564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2515574.750000 Penalty: 4914.084961
	Iteration 31Q: 3 clusters Score -2515575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2515583.000000 Penalty: 4914.084961
	Iteration 32Q: 3 clusters Score -2515583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2515591.000000 Penalty: 4914.084961
	Iteration 33Q: 3 clusters Score -2515591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2515597.000000 Penalty: 4914.084961
	Iteration 34Q: 3 clusters Score -2515597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2515596.250000 Penalty: 4914.084961
	Iteration 35Q: 3 clusters Score -2515596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2515598.250000 Penalty: 4914.084961
	Iteration 36Q: 3 clusters Score -2515598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2515598.500000 Penalty: 4914.084961
	Iteration 37Q: 3 clusters Score -2515598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2515598.500000 Penalty: 4914.084961
	Iteration 38F: 3 clusters Score -2515598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Entering Unmasked Estep 
Score: -282129.031250 Penalty: 1953.594482
	Iteration 0F: 2 clusters Score -282129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -279053.781250 Penalty: 3907.188965
	Iteration 0F: 3 clusters Score -279053.8 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -279641.625000 Penalty: 3907.188965
	Iteration 1F: 3 clusters Score -279641.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -279803.781250 Penalty: 3907.188965
	Iteration 2F: 3 clusters Score -279803.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -279882.250000 Penalty: 3907.188965
	Iteration 3Q: 3 clusters Score -279882.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -279931.906250 Penalty: 3907.188965
	Iteration 4Q: 3 clusters Score -279931.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -279970.812500 Penalty: 3907.188965
	Iteration 5Q: 3 clusters Score -279970.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -279993.875000 Penalty: 3907.188965
	Iteration 6Q: 3 clusters Score -279993.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -280006.718750 Penalty: 3907.188965
	Iteration 7Q: 3 clusters Score -280006.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -280022.156250 Penalty: 3907.188965
	Iteration 8Q: 3 clusters Score -280022.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -280038.906250 Penalty: 3907.188965
	Iteration 9Q: 3 clusters Score -280038.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -280049.218750 Penalty: 3907.188965
	Iteration 10Q: 3 clusters Score -280049.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -280059.000000 Penalty: 3907.188965
	Iteration 11Q: 3 clusters Score -280059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -280069.250000 Penalty: 3907.188965
	Iteration 12Q: 3 clusters Score -280069.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -280076.937500 Penalty: 3907.188965
	Iteration 13Q: 3 clusters Score -280076.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -280083.625000 Penalty: 3907.188965
	Iteration 14Q: 3 clusters Score -280083.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -280088.531250 Penalty: 3907.188965
	Iteration 15Q: 3 clusters Score -280088.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -280094.062500 Penalty: 3907.188965
	Iteration 16Q: 3 clusters Score -280094.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -280101.875000 Penalty: 3907.188965
	Iteration 17Q: 3 clusters Score -280101.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -280110.906250 Penalty: 3907.188965
	Iteration 18Q: 3 clusters Score -280110.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -280115.250000 Penalty: 3907.188965
	Iteration 19Q: 3 clusters Score -280115.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -280117.437500 Penalty: 3907.188965
	Iteration 20F: 3 clusters Score -280117.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -280119.062500 Penalty: 3907.188965
	Iteration 21Q: 3 clusters Score -280119.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -280120.500000 Penalty: 3907.188965
	Iteration 22Q: 3 clusters Score -280120.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -280121.093750 Penalty: 3907.188965
	Iteration 23Q: 3 clusters Score -280121.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -280121.406250 Penalty: 3907.188965
	Iteration 24Q: 3 clusters Score -280121.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -280124.500000 Penalty: 3907.188965
	Iteration 25Q: 3 clusters Score -280124.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -280128.750000 Penalty: 3907.188965
	Iteration 26Q: 3 clusters Score -280128.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -280133.468750 Penalty: 3907.188965
	Iteration 27Q: 3 clusters Score -280133.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -280136.125000 Penalty: 3907.188965
	Iteration 28Q: 3 clusters Score -280136.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -280138.218750 Penalty: 3907.188965
	Iteration 29Q: 3 clusters Score -280138.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -280139.812500 Penalty: 3907.188965
	Iteration 30Q: 3 clusters Score -280139.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -280141.937500 Penalty: 3907.188965
	Iteration 31Q: 3 clusters Score -280141.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -280143.250000 Penalty: 3907.188965
	Iteration 32Q: 3 clusters Score -280143.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -280143.250000 Penalty: 3907.188965
	Iteration 33F: 3 clusters Score -280143.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Entering Unmasked Estep 
Score: -1074670.500000 Penalty: 2260.938721
	Iteration 0F: 2 clusters Score -1074670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1067565.000000 Penalty: 4521.877441
	Iteration 0F: 3 clusters Score -1067565 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1070069.375000 Penalty: 4521.877441
	Iteration 1F: 3 clusters Score -1070069 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1070873.875000 Penalty: 4521.877441
	Iteration 2F: 3 clusters Score -1070874 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1071641.250000 Penalty: 4521.877441
	Iteration 3F: 3 clusters Score -1071641 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1072328.250000 Penalty: 4521.877441
	Iteration 4F: 3 clusters Score -1072328 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1072831.000000 Penalty: 4521.877441
	Iteration 5F: 3 clusters Score -1072831 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1073152.875000 Penalty: 4521.877441
	Iteration 6F: 3 clusters Score -1073153 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1073323.500000 Penalty: 4521.877441
	Iteration 7Q: 3 clusters Score -1073324 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1073426.750000 Penalty: 4521.877441
	Iteration 8Q: 3 clusters Score -1073427 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1073495.125000 Penalty: 4521.877441
	Iteration 9Q: 3 clusters Score -1073495 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1073546.125000 Penalty: 4521.877441
	Iteration 10Q: 3 clusters Score -1073546 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1073584.000000 Penalty: 4521.877441
	Iteration 11Q: 3 clusters Score -1073584 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1073613.250000 Penalty: 4521.877441
	Iteration 12Q: 3 clusters Score -1073613 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1073639.125000 Penalty: 4521.877441
	Iteration 13Q: 3 clusters Score -1073639 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1073661.875000 Penalty: 4521.877441
	Iteration 14Q: 3 clusters Score -1073662 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1073679.375000 Penalty: 4521.877441
	Iteration 15Q: 3 clusters Score -1073679 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1073693.375000 Penalty: 4521.877441
	Iteration 16Q: 3 clusters Score -1073693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1073706.375000 Penalty: 4521.877441
	Iteration 17Q: 3 clusters Score -1073706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1073711.375000 Penalty: 4521.877441
	Iteration 18Q: 3 clusters Score -1073711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1073719.375000 Penalty: 4521.877441
	Iteration 19Q: 3 clusters Score -1073719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1073726.000000 Penalty: 4521.877441
	Iteration 20F: 3 clusters Score -1073726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1073730.375000 Penalty: 4521.877441
	Iteration 21Q: 3 clusters Score -1073730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1073731.875000 Penalty: 4521.877441
	Iteration 22Q: 3 clusters Score -1073732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1073738.625000 Penalty: 4521.877441
	Iteration 23Q: 3 clusters Score -1073739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1073748.500000 Penalty: 4521.877441
	Iteration 24Q: 3 clusters Score -1073748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1073751.375000 Penalty: 4521.877441
	Iteration 25Q: 3 clusters Score -1073751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1073756.875000 Penalty: 4521.877441
	Iteration 26Q: 3 clusters Score -1073757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1073757.875000 Penalty: 4521.877441
	Iteration 27Q: 3 clusters Score -1073758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1073758.875000 Penalty: 4521.877441
	Iteration 28Q: 3 clusters Score -1073759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1073761.125000 Penalty: 4521.877441
	Iteration 29Q: 3 clusters Score -1073761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1073762.250000 Penalty: 4521.877441
	Iteration 30Q: 3 clusters Score -1073762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1073761.625000 Penalty: 4521.877441
	Iteration 31Q: 3 clusters Score -1073762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1073761.250000 Penalty: 4521.877441
	Iteration 32Q: 3 clusters Score -1073761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1073764.625000 Penalty: 4521.877441
	Iteration 33Q: 3 clusters Score -1073765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1073765.375000 Penalty: 4521.877441
	Iteration 34Q: 3 clusters Score -1073765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1073770.000000 Penalty: 4521.877441
	Iteration 35Q: 3 clusters Score -1073770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1073774.500000 Penalty: 4521.877441
	Iteration 36Q: 3 clusters Score -1073774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1073777.125000 Penalty: 4521.877441
	Iteration 37Q: 3 clusters Score -1073777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1073780.000000 Penalty: 4521.877441
	Iteration 38Q: 3 clusters Score -1073780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1073785.000000 Penalty: 4521.877441
	Iteration 39Q: 3 clusters Score -1073785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1073790.000000 Penalty: 4521.877441
	Iteration 40F: 3 clusters Score -1073790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1073794.500000 Penalty: 4521.877441
	Iteration 41Q: 3 clusters Score -1073794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1073799.750000 Penalty: 4521.877441
	Iteration 42Q: 3 clusters Score -1073800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1073802.625000 Penalty: 4521.877441
	Iteration 43Q: 3 clusters Score -1073803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1073806.125000 Penalty: 4521.877441
	Iteration 44Q: 3 clusters Score -1073806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1073809.500000 Penalty: 4521.877441
	Iteration 45Q: 3 clusters Score -1073810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1073813.875000 Penalty: 4521.877441
	Iteration 46Q: 3 clusters Score -1073814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1073818.250000 Penalty: 4521.877441
	Iteration 47Q: 3 clusters Score -1073818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1073829.125000 Penalty: 4521.877441
	Iteration 48Q: 3 clusters Score -1073829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1073831.125000 Penalty: 4521.877441
	Iteration 49Q: 3 clusters Score -1073831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1073834.125000 Penalty: 4521.877441
	Iteration 50Q: 3 clusters Score -1073834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1073834.250000 Penalty: 4521.877441
	Iteration 51Q: 3 clusters Score -1073834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1073834.000000 Penalty: 4521.877441
	Iteration 52Q: 3 clusters Score -1073834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1073834.000000 Penalty: 4521.877441
	Iteration 53F: 3 clusters Score -1073834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Entering Unmasked Estep 
Score: -4764992.000000 Penalty: 2623.125977
	Iteration 0F: 2 clusters Score -4764992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -4738375.500000 Penalty: 5246.251953
	Iteration 0F: 3 clusters Score -4738376 nChanged 17958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -4748675.000000 Penalty: 5246.251953
	Iteration 1F: 3 clusters Score -4748675 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -4749526.500000 Penalty: 5246.251953
	Iteration 2F: 3 clusters Score -4749526 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -4750580.500000 Penalty: 5246.251953
	Iteration 3F: 3 clusters Score -4750580 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -4751736.500000 Penalty: 5246.251953
	Iteration 4F: 3 clusters Score -4751736 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -4753142.000000 Penalty: 5246.251953
	Iteration 5F: 3 clusters Score -4753142 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 21844 members 
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Mstep: Class 2 contains 22949 members 
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Mstep: Class 2 contains 23999 members 
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Mstep: Class 2 contains 25588 members 
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Mstep: Class 2 contains 27460 members 
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Mstep: Class 1 contains 8065 members 
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Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 31665 members 
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Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 31827 members 
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Mstep: Class 1 contains 7268 members 
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	Iteration 48Q: 3 clusters Score -4763856 nChanged 43
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Mstep: Class 1 contains 5894 members 
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	Iteration 50Q: 3 clusters Score -4763875 nChanged 52
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	Iteration 56Q: 3 clusters Score -4763913 nChanged 47
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	Iteration 73Q: 3 clusters Score -4764036 nChanged 19
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	Iteration 78Q: 3 clusters Score -4764043 nChanged 13
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	Iteration 79Q: 3 clusters Score -4764044 nChanged 16
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	Iteration 80F: 3 clusters Score -4764055 nChanged 8
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	Iteration 81Q: 3 clusters Score -4764062 nChanged 13
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	Iteration 82Q: 3 clusters Score -4764050 nChanged 14
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	Iteration 83Q: 3 clusters Score -4764050 nChanged 15
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	Iteration 84Q: 3 clusters Score -4764052 nChanged 20
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	Iteration 89Q: 3 clusters Score -4764070 nChanged 20
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	Iteration 91Q: 3 clusters Score -4764070 nChanged 8
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	Iteration 92Q: 3 clusters Score -4764071 nChanged 11
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	Iteration 93Q: 3 clusters Score -4764066 nChanged 12
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	Iteration 94Q: 3 clusters Score -4764074 nChanged 15
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	Iteration 96Q: 3 clusters Score -4764080 nChanged 9
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	Iteration 97Q: 3 clusters Score -4764089 nChanged 6
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	Iteration 98Q: 3 clusters Score -4764086 nChanged 7
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	Iteration 99Q: 3 clusters Score -4764088 nChanged 8
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Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -4764084.500000 Penalty: 5246.251953
	Iteration 100F: 3 clusters Score -4764084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -4764081.000000 Penalty: 5246.251953
	Iteration 101Q: 3 clusters Score -4764081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -4764083.000000 Penalty: 5246.251953
	Iteration 102Q: 3 clusters Score -4764083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -4764083.500000 Penalty: 5246.251953
	Iteration 103Q: 3 clusters Score -4764084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -4764082.000000 Penalty: 5246.251953
	Iteration 104Q: 3 clusters Score -4764082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -4764085.000000 Penalty: 5246.251953
	Iteration 105Q: 3 clusters Score -4764085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -4764085.500000 Penalty: 5246.251953
	Iteration 106Q: 3 clusters Score -4764086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -4764085.500000 Penalty: 5246.251953
	Iteration 107F: 3 clusters Score -4764086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (277497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277497 members 
Entering Unmasked Estep 
Score: -34428364.000000 Penalty: 3108.324219
	Iteration 0F: 2 clusters Score -3.442836e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138828 members 
Mstep: Class 2 contains 138669 members 
Entering Unmasked Estep 
Score: -34251068.000000 Penalty: 6216.648438
	Iteration 0F: 3 clusters Score -3.425107e+07 nChanged 134178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141162 members 
Mstep: Class 2 contains 136335 members 
Entering Unmasked Estep 
Score: -34329444.000000 Penalty: 6216.648438
	Iteration 1F: 3 clusters Score -3.432944e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143097 members 
Mstep: Class 2 contains 134400 members 
Entering Unmasked Estep 
Score: -34331012.000000 Penalty: 6216.648438
	Iteration 2Q: 3 clusters Score -3.433101e+07 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146223 members 
Mstep: Class 2 contains 131274 members 
Entering Unmasked Estep 
Score: -34333356.000000 Penalty: 6216.648438
	Iteration 3Q: 3 clusters Score -3.433336e+07 nChanged 10247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151124 members 
Mstep: Class 2 contains 126373 members 
Entering Unmasked Estep 
Score: -34337060.000000 Penalty: 6216.648438
	Iteration 4Q: 3 clusters Score -3.433706e+07 nChanged 13644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158488 members 
Mstep: Class 2 contains 119009 members 
Entering Unmasked Estep 
Score: -34343932.000000 Penalty: 6216.648438
	Iteration 5Q: 3 clusters Score -3.434393e+07 nChanged 17906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169230 members 
Mstep: Class 2 contains 108267 members 
Entering Unmasked Estep 
Score: -34354744.000000 Penalty: 6216.648438
	Iteration 6F: 3 clusters Score -3.435474e+07 nChanged 21415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184061 members 
Mstep: Class 2 contains 93436 members 
Entering Unmasked Estep 
Score: -34370540.000000 Penalty: 6216.648438
	Iteration 7F: 3 clusters Score -3.437054e+07 nChanged 22121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200888 members 
Mstep: Class 2 contains 76609 members 
Entering Unmasked Estep 
Score: -34389588.000000 Penalty: 6216.648438
	Iteration 8F: 3 clusters Score -3.438959e+07 nChanged 18713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215623 members 
Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -34406508.000000 Penalty: 6216.648438
	Iteration 9F: 3 clusters Score -3.440651e+07 nChanged 12857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225576 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -34416392.000000 Penalty: 6216.648438
	Iteration 10Q: 3 clusters Score -3.441639e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232599 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -34420780.000000 Penalty: 6216.648438
	Iteration 11Q: 3 clusters Score -3.442078e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238223 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -34422792.000000 Penalty: 6216.648438
	Iteration 12Q: 3 clusters Score -3.442279e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243138 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -34424200.000000 Penalty: 6216.648438
	Iteration 13Q: 3 clusters Score -3.44242e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247595 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -34425436.000000 Penalty: 6216.648438
	Iteration 14Q: 3 clusters Score -3.442544e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251545 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -34426528.000000 Penalty: 6216.648438
	Iteration 15Q: 3 clusters Score -3.442653e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255015 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -34427184.000000 Penalty: 6216.648438
	Iteration 16Q: 3 clusters Score -3.442718e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258364 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -34427752.000000 Penalty: 6216.648438
	Iteration 17Q: 3 clusters Score -3.442775e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261365 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -34428016.000000 Penalty: 6216.648438
	Iteration 18Q: 3 clusters Score -3.442802e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263973 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -34428244.000000 Penalty: 6216.648438
	Iteration 19Q: 3 clusters Score -3.442824e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266230 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -34428316.000000 Penalty: 6216.648438
	Iteration 20F: 3 clusters Score -3.442832e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268056 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -34428428.000000 Penalty: 6216.648438
	Iteration 21Q: 3 clusters Score -3.442843e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269641 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -34428276.000000 Penalty: 6216.648438
	Iteration 22Q: 3 clusters Score -3.442828e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270953 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -34428132.000000 Penalty: 6216.648438
	Iteration 23Q: 3 clusters Score -3.442813e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272018 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -34427956.000000 Penalty: 6216.648438
	Iteration 24Q: 3 clusters Score -3.442796e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272902 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -34427788.000000 Penalty: 6216.648438
	Iteration 25Q: 3 clusters Score -3.442779e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273604 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -34427588.000000 Penalty: 6216.648438
	Iteration 26Q: 3 clusters Score -3.442759e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274141 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -34427556.000000 Penalty: 6216.648438
	Iteration 27Q: 3 clusters Score -3.442756e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274535 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -34427500.000000 Penalty: 6216.648438
	Iteration 28Q: 3 clusters Score -3.44275e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274851 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -34427424.000000 Penalty: 6216.648438
	Iteration 29Q: 3 clusters Score -3.442742e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275097 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -34427420.000000 Penalty: 6216.648438
	Iteration 30Q: 3 clusters Score -3.442742e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275286 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -34427356.000000 Penalty: 6216.648438
	Iteration 31Q: 3 clusters Score -3.442736e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275407 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -34427324.000000 Penalty: 6216.648438
	Iteration 32Q: 3 clusters Score -3.442732e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275519 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -34427304.000000 Penalty: 6216.648438
	Iteration 33Q: 3 clusters Score -3.44273e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275599 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -34427280.000000 Penalty: 6216.648438
	Iteration 34Q: 3 clusters Score -3.442728e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275662 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -34427244.000000 Penalty: 6216.648438
	Iteration 35Q: 3 clusters Score -3.442724e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275725 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -34427204.000000 Penalty: 6216.648438
	Iteration 36Q: 3 clusters Score -3.44272e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275766 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -34427164.000000 Penalty: 6216.648438
	Iteration 37Q: 3 clusters Score -3.442716e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275798 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -34427156.000000 Penalty: 6216.648438
	Iteration 38Q: 3 clusters Score -3.442716e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275829 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -34427136.000000 Penalty: 6216.648438
	Iteration 39Q: 3 clusters Score -3.442714e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275857 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -34427156.000000 Penalty: 6216.648438
	Iteration 40F: 3 clusters Score -3.442716e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275879 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -34427116.000000 Penalty: 6216.648438
	Iteration 41Q: 3 clusters Score -3.442712e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275900 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -34427136.000000 Penalty: 6216.648438
	Iteration 42Q: 3 clusters Score -3.442714e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275917 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -34427116.000000 Penalty: 6216.648438
	Iteration 43Q: 3 clusters Score -3.442712e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275936 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -34427100.000000 Penalty: 6216.648438
	Iteration 44Q: 3 clusters Score -3.44271e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275949 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -34427104.000000 Penalty: 6216.648438
	Iteration 45Q: 3 clusters Score -3.44271e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275963 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -34427092.000000 Penalty: 6216.648438
	Iteration 46Q: 3 clusters Score -3.442709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275974 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -34427096.000000 Penalty: 6216.648438
	Iteration 47Q: 3 clusters Score -3.44271e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275983 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -34427116.000000 Penalty: 6216.648438
	Iteration 48Q: 3 clusters Score -3.442712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275995 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -34427108.000000 Penalty: 6216.648438
	Iteration 49Q: 3 clusters Score -3.442711e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276007 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -34427072.000000 Penalty: 6216.648438
	Iteration 50Q: 3 clusters Score -3.442707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276017 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -34427092.000000 Penalty: 6216.648438
	Iteration 51Q: 3 clusters Score -3.442709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276022 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -34427092.000000 Penalty: 6216.648438
	Iteration 52Q: 3 clusters Score -3.442709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276028 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -34427100.000000 Penalty: 6216.648438
	Iteration 53Q: 3 clusters Score -3.44271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276034 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -34427084.000000 Penalty: 6216.648438
	Iteration 54Q: 3 clusters Score -3.442708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276041 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -34427088.000000 Penalty: 6216.648438
	Iteration 55Q: 3 clusters Score -3.442709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276046 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -34427068.000000 Penalty: 6216.648438
	Iteration 56Q: 3 clusters Score -3.442707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276051 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -34427056.000000 Penalty: 6216.648438
	Iteration 57Q: 3 clusters Score -3.442706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276055 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -34427056.000000 Penalty: 6216.648438
	Iteration 58Q: 3 clusters Score -3.442706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276057 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -34427048.000000 Penalty: 6216.648438
	Iteration 59Q: 3 clusters Score -3.442705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276057 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -34427036.000000 Penalty: 6216.648438
	Iteration 60F: 3 clusters Score -3.442704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Entering Unmasked Estep 
Score: -1789485.000000 Penalty: 2375.318359
	Iteration 0F: 2 clusters Score -1789485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1779028.625000 Penalty: 4750.636719
	Iteration 0F: 3 clusters Score -1779029 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1782381.125000 Penalty: 4750.636719
	Iteration 1F: 3 clusters Score -1782381 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1782793.500000 Penalty: 4750.636719
	Iteration 2F: 3 clusters Score -1782794 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1783168.875000 Penalty: 4750.636719
	Iteration 3F: 3 clusters Score -1783169 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1783533.375000 Penalty: 4750.636719
	Iteration 4F: 3 clusters Score -1783533 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1783894.875000 Penalty: 4750.636719
	Iteration 5Q: 3 clusters Score -1783895 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1784309.000000 Penalty: 4750.636719
	Iteration 6Q: 3 clusters Score -1784309 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1784747.500000 Penalty: 4750.636719
	Iteration 7Q: 3 clusters Score -1784748 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1785264.250000 Penalty: 4750.636719
	Iteration 8Q: 3 clusters Score -1785264 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1785812.875000 Penalty: 4750.636719
	Iteration 9Q: 3 clusters Score -1785813 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1786337.875000 Penalty: 4750.636719
	Iteration 10Q: 3 clusters Score -1786338 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1786696.750000 Penalty: 4750.636719
	Iteration 11Q: 3 clusters Score -1786697 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1786906.375000 Penalty: 4750.636719
	Iteration 12Q: 3 clusters Score -1786906 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1787030.500000 Penalty: 4750.636719
	Iteration 13Q: 3 clusters Score -1787030 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1787126.250000 Penalty: 4750.636719
	Iteration 14Q: 3 clusters Score -1787126 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1787196.875000 Penalty: 4750.636719
	Iteration 15Q: 3 clusters Score -1787197 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1787250.000000 Penalty: 4750.636719
	Iteration 16Q: 3 clusters Score -1787250 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1787300.000000 Penalty: 4750.636719
	Iteration 17Q: 3 clusters Score -1787300 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1787320.625000 Penalty: 4750.636719
	Iteration 18Q: 3 clusters Score -1787321 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1787342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1787358.000000 Penalty: 4750.636719
	Iteration 20F: 3 clusters Score -1787358 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1787362 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1787381 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1787391.750000 Penalty: 4750.636719
	Iteration 23Q: 3 clusters Score -1787392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1787394.875000 Penalty: 4750.636719
	Iteration 24Q: 3 clusters Score -1787395 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1787402.750000 Penalty: 4750.636719
	Iteration 25Q: 3 clusters Score -1787403 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1787417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1787422.250000 Penalty: 4750.636719
	Iteration 27Q: 3 clusters Score -1787422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1787426.375000 Penalty: 4750.636719
	Iteration 28Q: 3 clusters Score -1787426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1787428.250000 Penalty: 4750.636719
	Iteration 29Q: 3 clusters Score -1787428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1787433.250000 Penalty: 4750.636719
	Iteration 30Q: 3 clusters Score -1787433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1787434.750000 Penalty: 4750.636719
	Iteration 31Q: 3 clusters Score -1787435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1787442.750000 Penalty: 4750.636719
	Iteration 32Q: 3 clusters Score -1787443 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1787447.125000 Penalty: 4750.636719
	Iteration 33Q: 3 clusters Score -1787447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1787448.500000 Penalty: 4750.636719
	Iteration 34Q: 3 clusters Score -1787448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1787452.000000 Penalty: 4750.636719
	Iteration 35Q: 3 clusters Score -1787452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1787464.250000 Penalty: 4750.636719
	Iteration 36Q: 3 clusters Score -1787464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1787464.375000 Penalty: 4750.636719
	Iteration 37Q: 3 clusters Score -1787464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1787473.500000 Penalty: 4750.636719
	Iteration 38Q: 3 clusters Score -1787474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1787473.125000 Penalty: 4750.636719
	Iteration 39Q: 3 clusters Score -1787473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1787478.750000 Penalty: 4750.636719
	Iteration 40F: 3 clusters Score -1787479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1787483.875000 Penalty: 4750.636719
	Iteration 41Q: 3 clusters Score -1787484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1787492.125000 Penalty: 4750.636719
	Iteration 42Q: 3 clusters Score -1787492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1787496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1787505.250000 Penalty: 4750.636719
	Iteration 44Q: 3 clusters Score -1787505 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1787519.250000 Penalty: 4750.636719
	Iteration 45Q: 3 clusters Score -1787519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1787522.500000 Penalty: 4750.636719
	Iteration 46Q: 3 clusters Score -1787522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1787530.500000 Penalty: 4750.636719
	Iteration 47Q: 3 clusters Score -1787530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1787534.125000 Penalty: 4750.636719
	Iteration 48Q: 3 clusters Score -1787534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1787536.625000 Penalty: 4750.636719
	Iteration 49Q: 3 clusters Score -1787537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1787535.375000 Penalty: 4750.636719
	Iteration 50Q: 3 clusters Score -1787535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1787542.500000 Penalty: 4750.636719
	Iteration 51Q: 3 clusters Score -1787542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1787542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1787547.875000 Penalty: 4750.636719
	Iteration 53Q: 3 clusters Score -1787548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1787550.375000 Penalty: 4750.636719
	Iteration 54Q: 3 clusters Score -1787550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1787555.250000 Penalty: 4750.636719
	Iteration 55Q: 3 clusters Score -1787555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1787555.625000 Penalty: 4750.636719
	Iteration 56Q: 3 clusters Score -1787556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1787563.250000 Penalty: 4750.636719
	Iteration 57Q: 3 clusters Score -1787563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1787564.375000 Penalty: 4750.636719
	Iteration 58Q: 3 clusters Score -1787564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1787572.750000 Penalty: 4750.636719
	Iteration 59Q: 3 clusters Score -1787573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1787575.875000 Penalty: 4750.636719
	Iteration 60F: 3 clusters Score -1787576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1787583.125000 Penalty: 4750.636719
	Iteration 61Q: 3 clusters Score -1787583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1787587.625000 Penalty: 4750.636719
	Iteration 62Q: 3 clusters Score -1787588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1787593.375000 Penalty: 4750.636719
	Iteration 63Q: 3 clusters Score -1787593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1787598.250000 Penalty: 4750.636719
	Iteration 64Q: 3 clusters Score -1787598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1787601.875000 Penalty: 4750.636719
	Iteration 65Q: 3 clusters Score -1787602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1787603.750000 Penalty: 4750.636719
	Iteration 66Q: 3 clusters Score -1787604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1787611.750000 Penalty: 4750.636719
	Iteration 67Q: 3 clusters Score -1787612 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11030 members 
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Entering Unmasked Estep 
Score: -1787614.625000 Penalty: 4750.636719
	Iteration 68Q: 3 clusters Score -1787615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1787609.375000 Penalty: 4750.636719
	Iteration 69Q: 3 clusters Score -1787609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1787610.875000 Penalty: 4750.636719
	Iteration 70Q: 3 clusters Score -1787611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1787612.875000 Penalty: 4750.636719
	Iteration 71Q: 3 clusters Score -1787613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1787615.375000 Penalty: 4750.636719
	Iteration 72Q: 3 clusters Score -1787615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1787620.375000 Penalty: 4750.636719
	Iteration 73Q: 3 clusters Score -1787620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1787623.250000 Penalty: 4750.636719
	Iteration 74Q: 3 clusters Score -1787623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1787634.000000 Penalty: 4750.636719
	Iteration 75Q: 3 clusters Score -1787634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1787638.875000 Penalty: 4750.636719
	Iteration 76Q: 3 clusters Score -1787639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1787640.000000 Penalty: 4750.636719
	Iteration 77Q: 3 clusters Score -1787640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1787642.375000 Penalty: 4750.636719
	Iteration 78Q: 3 clusters Score -1787642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1787641.500000 Penalty: 4750.636719
	Iteration 79Q: 3 clusters Score -1787642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1787644.500000 Penalty: 4750.636719
	Iteration 80F: 3 clusters Score -1787644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1787649.000000 Penalty: 4750.636719
	Iteration 81Q: 3 clusters Score -1787649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1787654.875000 Penalty: 4750.636719
	Iteration 82Q: 3 clusters Score -1787655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1787650.000000 Penalty: 4750.636719
	Iteration 83Q: 3 clusters Score -1787650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1787650.250000 Penalty: 4750.636719
	Iteration 84Q: 3 clusters Score -1787650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1787655.000000 Penalty: 4750.636719
	Iteration 85Q: 3 clusters Score -1787655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1787657.250000 Penalty: 4750.636719
	Iteration 86Q: 3 clusters Score -1787657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1787662.625000 Penalty: 4750.636719
	Iteration 87Q: 3 clusters Score -1787663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1787666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1787673.250000 Penalty: 4750.636719
	Iteration 89Q: 3 clusters Score -1787673 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1787671.125000 Penalty: 4750.636719
	Iteration 90Q: 3 clusters Score -1787671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1787677.375000 Penalty: 4750.636719
	Iteration 91Q: 3 clusters Score -1787677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1787684.625000 Penalty: 4750.636719
	Iteration 92Q: 3 clusters Score -1787685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1787691.125000 Penalty: 4750.636719
	Iteration 93Q: 3 clusters Score -1787691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1787695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1787692.375000 Penalty: 4750.636719
	Iteration 95Q: 3 clusters Score -1787692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1787696.250000 Penalty: 4750.636719
	Iteration 96Q: 3 clusters Score -1787696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1787699.250000 Penalty: 4750.636719
	Iteration 97Q: 3 clusters Score -1787699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1787702.125000 Penalty: 4750.636719
	Iteration 98Q: 3 clusters Score -1787702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1787702.875000 Penalty: 4750.636719
	Iteration 99Q: 3 clusters Score -1787703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1787705.125000 Penalty: 4750.636719
	Iteration 100F: 3 clusters Score -1787705 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1787704.500000 Penalty: 4750.636719
	Iteration 101Q: 3 clusters Score -1787704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1787703.875000 Penalty: 4750.636719
	Iteration 102Q: 3 clusters Score -1787704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1787708.750000 Penalty: 4750.636719
	Iteration 103Q: 3 clusters Score -1787709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1787706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1787708.750000 Penalty: 4750.636719
	Iteration 105Q: 3 clusters Score -1787709 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
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Entering Unmasked Estep 
Score: -1787710.250000 Penalty: 4750.636719
	Iteration 106Q: 3 clusters Score -1787710 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1787712.125000 Penalty: 4750.636719
	Iteration 107Q: 3 clusters Score -1787712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1787713.875000 Penalty: 4750.636719
	Iteration 108Q: 3 clusters Score -1787714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1787710.500000 Penalty: 4750.636719
	Iteration 109Q: 3 clusters Score -1787710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1787711.875000 Penalty: 4750.636719
	Iteration 110Q: 3 clusters Score -1787712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1787709.125000 Penalty: 4750.636719
	Iteration 111Q: 3 clusters Score -1787709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1787709.125000 Penalty: 4750.636719
	Iteration 112F: 3 clusters Score -1787709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -116972.968750 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -116973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -115026.835938 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -115026.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -115412.234375 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -115412.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -115612.031250 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -115612 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -115821.593750 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -115821.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -116048.843750 Penalty: 3437.525391
	Iteration 4F: 3 clusters Score -116048.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -116299.429688 Penalty: 3437.525391
	Iteration 5F: 3 clusters Score -116299.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -116685.632812 Penalty: 3437.525391
	Iteration 6F: 3 clusters Score -116685.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -116785.976562 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -116786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -116852.125000 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -116852.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -116887.781250 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -116887.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -116956.367188 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -116956.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -117038.554688 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -117038.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -117054.562500 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -117054.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -117055.390625 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -117055.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -117055.390625 Penalty: 3437.525391
	Iteration 14F: 3 clusters Score -117055.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78136 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10259 members 
Mstep: Class 8 contains 17113 members 
Mstep: Class 9 contains 268687 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10440 members 
Mstep: Class 12 contains 55915 members 
Mstep: Class 13 contains 20211 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28269 members 
Mstep: Class 16 contains 81319 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108305 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177213 members 
Mstep: Class 21 contains 20079 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9106 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 277497 members 
Mstep: Class 26 contains 14442 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 472 members 
Entering Unmasked Estep 
Score: -154625120.000000 Penalty: 97617.203125
Splitting cluster 27 changes total score from -154626912.000000 to -154625120.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78136 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10259 members 
Mstep: Class 8 contains 17113 members 
Mstep: Class 9 contains 268687 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 10440 members 
Mstep: Class 12 contains 55915 members 
Mstep: Class 13 contains 20211 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28269 members 
Mstep: Class 16 contains 81319 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108305 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177213 members 
Mstep: Class 21 contains 20079 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9106 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 277497 members 
Mstep: Class 26 contains 14442 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626976.000000 Penalty: 94130.875000
Iteration 439Q: 28 clusters Score -1.54627e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78131 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10259 members 
Mstep: Class 8 contains 17112 members 
Mstep: Class 9 contains 268728 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 10441 members 
Mstep: Class 12 contains 55915 members 
Mstep: Class 13 contains 20212 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28268 members 
Mstep: Class 16 contains 81317 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108306 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177179 members 
Mstep: Class 21 contains 20079 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9107 members 
Mstep: Class 24 contains 39226 members 
Mstep: Class 25 contains 277498 members 
Mstep: Class 26 contains 14441 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626960.000000 Penalty: 94130.875000
Iteration 440F: 28 clusters Score -1.54627e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78130 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10258 members 
Mstep: Class 8 contains 17112 members 
Mstep: Class 9 contains 268783 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 10442 members 
Mstep: Class 12 contains 55907 members 
Mstep: Class 13 contains 20212 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28266 members 
Mstep: Class 16 contains 81318 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108308 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177145 members 
Mstep: Class 21 contains 20077 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9109 members 
Mstep: Class 24 contains 39225 members 
Mstep: Class 25 contains 277487 members 
Mstep: Class 26 contains 14439 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626960.000000 Penalty: 94130.875000
Iteration 441Q: 28 clusters Score -1.54627e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 78123 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10256 members 
Mstep: Class 8 contains 17115 members 
Mstep: Class 9 contains 268848 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10443 members 
Mstep: Class 12 contains 55898 members 
Mstep: Class 13 contains 20213 members 
Mstep: Class 14 contains 22574 members 
Mstep: Class 15 contains 28265 members 
Mstep: Class 16 contains 81315 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108316 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177107 members 
Mstep: Class 21 contains 20076 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9109 members 
Mstep: Class 24 contains 39226 members 
Mstep: Class 25 contains 277471 members 
Mstep: Class 26 contains 14438 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627024.000000 Penalty: 94130.875000
Iteration 442Q: 28 clusters Score -1.54627e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 78120 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10258 members 
Mstep: Class 8 contains 17113 members 
Mstep: Class 9 contains 268880 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10443 members 
Mstep: Class 12 contains 55900 members 
Mstep: Class 13 contains 20214 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28264 members 
Mstep: Class 16 contains 81316 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108324 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177075 members 
Mstep: Class 21 contains 20073 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9109 members 
Mstep: Class 24 contains 39226 members 
Mstep: Class 25 contains 277467 members 
Mstep: Class 26 contains 14439 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626960.000000 Penalty: 94130.875000
Iteration 443Q: 28 clusters Score -1.54627e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 78119 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10258 members 
Mstep: Class 8 contains 17112 members 
Mstep: Class 9 contains 268915 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10440 members 
Mstep: Class 12 contains 55894 members 
Mstep: Class 13 contains 20216 members 
Mstep: Class 14 contains 22574 members 
Mstep: Class 15 contains 28264 members 
Mstep: Class 16 contains 81311 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108331 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177045 members 
Mstep: Class 21 contains 20070 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9109 members 
Mstep: Class 24 contains 39226 members 
Mstep: Class 25 contains 277470 members 
Mstep: Class 26 contains 14438 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627040.000000 Penalty: 94130.875000
Iteration 444Q: 28 clusters Score -1.54627e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 78113 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10257 members 
Mstep: Class 8 contains 17114 members 
Mstep: Class 9 contains 268952 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10439 members 
Mstep: Class 12 contains 55887 members 
Mstep: Class 13 contains 20216 members 
Mstep: Class 14 contains 22574 members 
Mstep: Class 15 contains 28263 members 
Mstep: Class 16 contains 81307 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108333 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 177017 members 
Mstep: Class 21 contains 20070 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9109 members 
Mstep: Class 24 contains 39228 members 
Mstep: Class 25 contains 277472 members 
Mstep: Class 26 contains 14439 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627136.000000 Penalty: 94130.875000
Iteration 445Q: 28 clusters Score -1.546271e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 78112 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10256 members 
Mstep: Class 8 contains 17112 members 
Mstep: Class 9 contains 268967 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10439 members 
Mstep: Class 12 contains 55891 members 
Mstep: Class 13 contains 20216 members 
Mstep: Class 14 contains 22574 members 
Mstep: Class 15 contains 28264 members 
Mstep: Class 16 contains 81315 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108336 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176990 members 
Mstep: Class 21 contains 20070 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9109 members 
Mstep: Class 24 contains 39228 members 
Mstep: Class 25 contains 277473 members 
Mstep: Class 26 contains 14437 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627104.000000 Penalty: 94130.875000
Iteration 446Q: 28 clusters Score -1.546271e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 78116 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10255 members 
Mstep: Class 8 contains 17115 members 
Mstep: Class 9 contains 268999 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10441 members 
Mstep: Class 12 contains 55887 members 
Mstep: Class 13 contains 20216 members 
Mstep: Class 14 contains 22574 members 
Mstep: Class 15 contains 28263 members 
Mstep: Class 16 contains 81312 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108341 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176957 members 
Mstep: Class 21 contains 20071 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9109 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 277470 members 
Mstep: Class 26 contains 14437 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627088.000000 Penalty: 94130.875000
Iteration 447Q: 28 clusters Score -1.546271e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 78117 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10257 members 
Mstep: Class 8 contains 17116 members 
Mstep: Class 9 contains 269026 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10441 members 
Mstep: Class 12 contains 55878 members 
Mstep: Class 13 contains 20217 members 
Mstep: Class 14 contains 22574 members 
Mstep: Class 15 contains 28263 members 
Mstep: Class 16 contains 81316 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108345 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176934 members 
Mstep: Class 21 contains 20069 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9109 members 
Mstep: Class 24 contains 39225 members 
Mstep: Class 25 contains 277466 members 
Mstep: Class 26 contains 14437 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627136.000000 Penalty: 94130.875000
Iteration 448Q: 28 clusters Score -1.546271e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 78120 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10260 members 
Mstep: Class 8 contains 17114 members 
Mstep: Class 9 contains 269066 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10440 members 
Mstep: Class 12 contains 55870 members 
Mstep: Class 13 contains 20217 members 
Mstep: Class 14 contains 22574 members 
Mstep: Class 15 contains 28263 members 
Mstep: Class 16 contains 81314 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108345 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176914 members 
Mstep: Class 21 contains 20068 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9109 members 
Mstep: Class 24 contains 39225 members 
Mstep: Class 25 contains 277455 members 
Mstep: Class 26 contains 14436 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627200.000000 Penalty: 94130.875000
Iteration 449Q: 28 clusters Score -1.546272e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78119 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10261 members 
Mstep: Class 8 contains 17111 members 
Mstep: Class 9 contains 269113 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10440 members 
Mstep: Class 12 contains 55867 members 
Mstep: Class 13 contains 20219 members 
Mstep: Class 14 contains 22574 members 
Mstep: Class 15 contains 28263 members 
Mstep: Class 16 contains 81316 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108343 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176906 members 
Mstep: Class 21 contains 20065 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39224 members 
Mstep: Class 25 contains 277427 members 
Mstep: Class 26 contains 14436 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627184.000000 Penalty: 94130.875000
Iteration 450Q: 28 clusters Score -1.546272e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78114 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10261 members 
Mstep: Class 8 contains 17109 members 
Mstep: Class 9 contains 269165 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10440 members 
Mstep: Class 12 contains 55859 members 
Mstep: Class 13 contains 20218 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28262 members 
Mstep: Class 16 contains 81315 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108342 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176890 members 
Mstep: Class 21 contains 20064 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39224 members 
Mstep: Class 25 contains 277411 members 
Mstep: Class 26 contains 14437 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627152.000000 Penalty: 94130.875000
Iteration 451Q: 28 clusters Score -1.546272e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 78110 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10259 members 
Mstep: Class 8 contains 17109 members 
Mstep: Class 9 contains 269237 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10440 members 
Mstep: Class 12 contains 55857 members 
Mstep: Class 13 contains 20217 members 
Mstep: Class 14 contains 22574 members 
Mstep: Class 15 contains 28262 members 
Mstep: Class 16 contains 81313 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108339 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176871 members 
Mstep: Class 21 contains 20058 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39223 members 
Mstep: Class 25 contains 277376 members 
Mstep: Class 26 contains 14440 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627136.000000 Penalty: 94130.875000
Iteration 452Q: 28 clusters Score -1.546271e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78114 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10257 members 
Mstep: Class 8 contains 17107 members 
Mstep: Class 9 contains 269286 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10439 members 
Mstep: Class 12 contains 55854 members 
Mstep: Class 13 contains 20217 members 
Mstep: Class 14 contains 22575 members 
Mstep: Class 15 contains 28261 members 
Mstep: Class 16 contains 81317 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108339 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176844 members 
Mstep: Class 21 contains 20052 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39224 members 
Mstep: Class 25 contains 277357 members 
Mstep: Class 26 contains 14441 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627088.000000 Penalty: 94130.875000
Iteration 453Q: 28 clusters Score -1.546271e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 78115 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10254 members 
Mstep: Class 8 contains 17105 members 
Mstep: Class 9 contains 269354 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10439 members 
Mstep: Class 12 contains 55847 members 
Mstep: Class 13 contains 20218 members 
Mstep: Class 14 contains 22575 members 
Mstep: Class 15 contains 28260 members 
Mstep: Class 16 contains 81322 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108335 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176831 members 
Mstep: Class 21 contains 20045 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39225 members 
Mstep: Class 25 contains 277316 members 
Mstep: Class 26 contains 14441 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627136.000000 Penalty: 94130.875000
Iteration 454Q: 28 clusters Score -1.546271e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 78109 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10252 members 
Mstep: Class 8 contains 17107 members 
Mstep: Class 9 contains 269403 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10441 members 
Mstep: Class 12 contains 55844 members 
Mstep: Class 13 contains 20219 members 
Mstep: Class 14 contains 22576 members 
Mstep: Class 15 contains 28260 members 
Mstep: Class 16 contains 81319 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108333 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176802 members 
Mstep: Class 21 contains 20040 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39225 members 
Mstep: Class 25 contains 277314 members 
Mstep: Class 26 contains 14438 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627168.000000 Penalty: 94130.875000
Iteration 455Q: 28 clusters Score -1.546272e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 78105 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10248 members 
Mstep: Class 8 contains 17110 members 
Mstep: Class 9 contains 269439 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10441 members 
Mstep: Class 12 contains 55839 members 
Mstep: Class 13 contains 20219 members 
Mstep: Class 14 contains 22575 members 
Mstep: Class 15 contains 28260 members 
Mstep: Class 16 contains 81320 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108334 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176783 members 
Mstep: Class 21 contains 20041 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39225 members 
Mstep: Class 25 contains 277304 members 
Mstep: Class 26 contains 14438 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627136.000000 Penalty: 94130.875000
Iteration 456Q: 28 clusters Score -1.546271e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 78106 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10248 members 
Mstep: Class 8 contains 17112 members 
Mstep: Class 9 contains 269461 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10441 members 
Mstep: Class 12 contains 55833 members 
Mstep: Class 13 contains 20221 members 
Mstep: Class 14 contains 22575 members 
Mstep: Class 15 contains 28260 members 
Mstep: Class 16 contains 81324 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108331 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176765 members 
Mstep: Class 21 contains 20038 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 277306 members 
Mstep: Class 26 contains 14434 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627104.000000 Penalty: 94130.875000
Iteration 457Q: 28 clusters Score -1.546271e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78105 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10248 members 
Mstep: Class 8 contains 17110 members 
Mstep: Class 9 contains 269470 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10442 members 
Mstep: Class 12 contains 55831 members 
Mstep: Class 13 contains 20221 members 
Mstep: Class 14 contains 22575 members 
Mstep: Class 15 contains 28260 members 
Mstep: Class 16 contains 81323 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108329 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176745 members 
Mstep: Class 21 contains 20036 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39228 members 
Mstep: Class 25 contains 277328 members 
Mstep: Class 26 contains 14432 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627136.000000 Penalty: 94130.875000
Iteration 458Q: 28 clusters Score -1.546271e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 78106 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10250 members 
Mstep: Class 8 contains 17109 members 
Mstep: Class 9 contains 269459 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10445 members 
Mstep: Class 12 contains 55832 members 
Mstep: Class 13 contains 20222 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28260 members 
Mstep: Class 16 contains 81320 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108329 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176723 members 
Mstep: Class 21 contains 20034 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39229 members 
Mstep: Class 25 contains 277364 members 
Mstep: Class 26 contains 14429 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627024.000000 Penalty: 94130.875000
Iteration 459Q: 28 clusters Score -1.54627e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 78105 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10252 members 
Mstep: Class 8 contains 17105 members 
Mstep: Class 9 contains 269462 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10446 members 
Mstep: Class 12 contains 55832 members 
Mstep: Class 13 contains 20220 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28260 members 
Mstep: Class 16 contains 81318 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108326 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176715 members 
Mstep: Class 21 contains 20035 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39230 members 
Mstep: Class 25 contains 277378 members 
Mstep: Class 26 contains 14428 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627008.000000 Penalty: 94130.875000
Iteration 460F: 28 clusters Score -1.54627e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 78111 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10249 members 
Mstep: Class 8 contains 17108 members 
Mstep: Class 9 contains 269457 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10446 members 
Mstep: Class 12 contains 55829 members 
Mstep: Class 13 contains 20220 members 
Mstep: Class 14 contains 22574 members 
Mstep: Class 15 contains 28260 members 
Mstep: Class 16 contains 81316 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108323 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176717 members 
Mstep: Class 21 contains 20033 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39229 members 
Mstep: Class 25 contains 277389 members 
Mstep: Class 26 contains 14426 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626928.000000 Penalty: 94130.875000
Iteration 461Q: 28 clusters Score -1.546269e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 78113 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10247 members 
Mstep: Class 8 contains 17106 members 
Mstep: Class 9 contains 269443 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10446 members 
Mstep: Class 12 contains 55829 members 
Mstep: Class 13 contains 20219 members 
Mstep: Class 14 contains 22574 members 
Mstep: Class 15 contains 28260 members 
Mstep: Class 16 contains 81309 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108318 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176725 members 
Mstep: Class 21 contains 20031 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39230 members 
Mstep: Class 25 contains 277410 members 
Mstep: Class 26 contains 14427 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626880.000000 Penalty: 94130.875000
Iteration 462Q: 28 clusters Score -1.546269e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 78113 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10244 members 
Mstep: Class 8 contains 17105 members 
Mstep: Class 9 contains 269428 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10447 members 
Mstep: Class 12 contains 55828 members 
Mstep: Class 13 contains 20218 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28260 members 
Mstep: Class 16 contains 81309 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108317 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176733 members 
Mstep: Class 21 contains 20030 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39229 members 
Mstep: Class 25 contains 277425 members 
Mstep: Class 26 contains 14428 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626976.000000 Penalty: 94130.875000
Iteration 463Q: 28 clusters Score -1.54627e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 78112 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10244 members 
Mstep: Class 8 contains 17104 members 
Mstep: Class 9 contains 269440 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10447 members 
Mstep: Class 12 contains 55825 members 
Mstep: Class 13 contains 20219 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28259 members 
Mstep: Class 16 contains 81305 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108314 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176738 members 
Mstep: Class 21 contains 20029 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39229 members 
Mstep: Class 25 contains 277421 members 
Mstep: Class 26 contains 14428 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626960.000000 Penalty: 94130.875000
Iteration 464Q: 28 clusters Score -1.54627e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 78109 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10242 members 
Mstep: Class 8 contains 17103 members 
Mstep: Class 9 contains 269449 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10447 members 
Mstep: Class 12 contains 55825 members 
Mstep: Class 13 contains 20219 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28259 members 
Mstep: Class 16 contains 81297 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108313 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176745 members 
Mstep: Class 21 contains 20030 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39228 members 
Mstep: Class 25 contains 277423 members 
Mstep: Class 26 contains 14427 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626976.000000 Penalty: 94130.875000
Iteration 465Q: 28 clusters Score -1.54627e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 78109 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10242 members 
Mstep: Class 8 contains 17104 members 
Mstep: Class 9 contains 269459 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10446 members 
Mstep: Class 12 contains 55826 members 
Mstep: Class 13 contains 20219 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28259 members 
Mstep: Class 16 contains 81290 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108311 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176746 members 
Mstep: Class 21 contains 20028 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 277423 members 
Mstep: Class 26 contains 14425 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627120.000000 Penalty: 94130.875000
Iteration 466Q: 28 clusters Score -1.546271e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 78108 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10242 members 
Mstep: Class 8 contains 17105 members 
Mstep: Class 9 contains 269470 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10447 members 
Mstep: Class 12 contains 55826 members 
Mstep: Class 13 contains 20219 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28259 members 
Mstep: Class 16 contains 81283 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108311 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176750 members 
Mstep: Class 21 contains 20023 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 277420 members 
Mstep: Class 26 contains 14423 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627136.000000 Penalty: 94130.875000
Iteration 467Q: 28 clusters Score -1.546271e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 78108 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10241 members 
Mstep: Class 8 contains 17108 members 
Mstep: Class 9 contains 269481 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10447 members 
Mstep: Class 12 contains 55830 members 
Mstep: Class 13 contains 20219 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28259 members 
Mstep: Class 16 contains 81278 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108307 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176749 members 
Mstep: Class 21 contains 20023 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39226 members 
Mstep: Class 25 contains 277412 members 
Mstep: Class 26 contains 14424 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627232.000000 Penalty: 94130.875000
Iteration 468Q: 28 clusters Score -1.546272e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 78111 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10240 members 
Mstep: Class 8 contains 17109 members 
Mstep: Class 9 contains 269502 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10445 members 
Mstep: Class 12 contains 55828 members 
Mstep: Class 13 contains 20220 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28259 members 
Mstep: Class 16 contains 81268 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108301 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176749 members 
Mstep: Class 21 contains 20020 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39228 members 
Mstep: Class 25 contains 277406 members 
Mstep: Class 26 contains 14425 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627344.000000 Penalty: 94130.875000
Iteration 469Q: 28 clusters Score -1.546273e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78111 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10240 members 
Mstep: Class 8 contains 17112 members 
Mstep: Class 9 contains 269512 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10443 members 
Mstep: Class 12 contains 55825 members 
Mstep: Class 13 contains 20220 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 28259 members 
Mstep: Class 16 contains 81263 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108306 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176735 members 
Mstep: Class 21 contains 20019 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39230 members 
Mstep: Class 25 contains 277408 members 
Mstep: Class 26 contains 14426 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627312.000000 Penalty: 94130.875000
Iteration 470Q: 28 clusters Score -1.546273e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78113 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10241 members 
Mstep: Class 8 contains 17113 members 
Mstep: Class 9 contains 269513 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10444 members 
Mstep: Class 12 contains 55820 members 
Mstep: Class 13 contains 20221 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28259 members 
Mstep: Class 16 contains 81258 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108306 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176722 members 
Mstep: Class 21 contains 20019 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39229 members 
Mstep: Class 25 contains 277425 members 
Mstep: Class 26 contains 14427 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627104.000000 Penalty: 94130.875000
Iteration 471Q: 28 clusters Score -1.546271e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78116 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10242 members 
Mstep: Class 8 contains 17110 members 
Mstep: Class 9 contains 269522 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10445 members 
Mstep: Class 12 contains 55820 members 
Mstep: Class 13 contains 20221 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28259 members 
Mstep: Class 16 contains 81260 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108304 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176701 members 
Mstep: Class 21 contains 20020 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39229 members 
Mstep: Class 25 contains 277433 members 
Mstep: Class 26 contains 14428 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627088.000000 Penalty: 94130.875000
Iteration 472Q: 28 clusters Score -1.546271e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 78118 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10239 members 
Mstep: Class 8 contains 17110 members 
Mstep: Class 9 contains 269532 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10445 members 
Mstep: Class 12 contains 55822 members 
Mstep: Class 13 contains 20221 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28259 members 
Mstep: Class 16 contains 81266 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108305 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176682 members 
Mstep: Class 21 contains 20019 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39228 members 
Mstep: Class 25 contains 277432 members 
Mstep: Class 26 contains 14431 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627152.000000 Penalty: 94130.875000
Iteration 473Q: 28 clusters Score -1.546272e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78119 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10236 members 
Mstep: Class 8 contains 17111 members 
Mstep: Class 9 contains 269543 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10444 members 
Mstep: Class 12 contains 55821 members 
Mstep: Class 13 contains 20221 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28259 members 
Mstep: Class 16 contains 81266 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108306 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176672 members 
Mstep: Class 21 contains 20020 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39228 members 
Mstep: Class 25 contains 277432 members 
Mstep: Class 26 contains 14433 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627024.000000 Penalty: 94130.875000
Iteration 474Q: 28 clusters Score -1.54627e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78118 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10237 members 
Mstep: Class 8 contains 17112 members 
Mstep: Class 9 contains 269547 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10440 members 
Mstep: Class 12 contains 55818 members 
Mstep: Class 13 contains 20222 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28259 members 
Mstep: Class 16 contains 81264 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108303 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176677 members 
Mstep: Class 21 contains 20020 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39228 members 
Mstep: Class 25 contains 277433 members 
Mstep: Class 26 contains 14433 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626976.000000 Penalty: 94130.875000
Iteration 475Q: 28 clusters Score -1.54627e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 78118 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10235 members 
Mstep: Class 8 contains 17111 members 
Mstep: Class 9 contains 269550 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10438 members 
Mstep: Class 12 contains 55821 members 
Mstep: Class 13 contains 20225 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28258 members 
Mstep: Class 16 contains 81259 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108304 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 176668 members 
Mstep: Class 21 contains 20019 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39228 members 
Mstep: Class 25 contains 277442 members 
Mstep: Class 26 contains 14436 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626912.000000 Penalty: 94130.875000
Iteration 476Q: 28 clusters Score -1.546269e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 78120 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10233 members 
Mstep: Class 8 contains 17109 members 
Mstep: Class 9 contains 269570 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10437 members 
Mstep: Class 12 contains 55818 members 
Mstep: Class 13 contains 20226 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28259 members 
Mstep: Class 16 contains 81256 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108308 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176655 members 
Mstep: Class 21 contains 20015 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 277446 members 
Mstep: Class 26 contains 14434 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626784.000000 Penalty: 94130.875000
Iteration 477Q: 28 clusters Score -1.546268e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 78122 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10233 members 
Mstep: Class 8 contains 17104 members 
Mstep: Class 9 contains 269603 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10435 members 
Mstep: Class 12 contains 55812 members 
Mstep: Class 13 contains 20226 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28259 members 
Mstep: Class 16 contains 81252 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108309 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176656 members 
Mstep: Class 21 contains 20015 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 277426 members 
Mstep: Class 26 contains 14434 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626912.000000 Penalty: 94130.875000
Iteration 478Q: 28 clusters Score -1.546269e+08 nChanged 138
Entering ConstructFrom: 
Score: -154626912.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (14843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Entering Unmasked Estep 
Score: -1771610.250000 Penalty: 2382.110352
	Iteration 0F: 2 clusters Score -1771610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1760967.000000 Penalty: 4764.220703
	Iteration 0F: 3 clusters Score -1760967 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1764629.500000 Penalty: 4764.220703
	Iteration 1F: 3 clusters Score -1764630 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1765435.500000 Penalty: 4764.220703
	Iteration 2F: 3 clusters Score -1765436 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1766233.375000 Penalty: 4764.220703
	Iteration 3F: 3 clusters Score -1766233 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1767004.625000 Penalty: 4764.220703
	Iteration 4F: 3 clusters Score -1767005 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1767686.625000 Penalty: 4764.220703
	Iteration 5F: 3 clusters Score -1767687 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1768263.500000 Penalty: 4764.220703
	Iteration 6F: 3 clusters Score -1768264 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1768702.000000 Penalty: 4764.220703
	Iteration 7Q: 3 clusters Score -1768702 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1769021.875000 Penalty: 4764.220703
	Iteration 8Q: 3 clusters Score -1769022 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1769282.375000 Penalty: 4764.220703
	Iteration 9Q: 3 clusters Score -1769282 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1769454.375000 Penalty: 4764.220703
	Iteration 10Q: 3 clusters Score -1769454 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1769578.250000 Penalty: 4764.220703
	Iteration 11Q: 3 clusters Score -1769578 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1769651.250000 Penalty: 4764.220703
	Iteration 12Q: 3 clusters Score -1769651 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1769721.375000 Penalty: 4764.220703
	Iteration 13Q: 3 clusters Score -1769721 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1769766.750000 Penalty: 4764.220703
	Iteration 14Q: 3 clusters Score -1769767 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1769809.000000 Penalty: 4764.220703
	Iteration 15Q: 3 clusters Score -1769809 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1769852.875000 Penalty: 4764.220703
	Iteration 16Q: 3 clusters Score -1769853 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1769878.625000 Penalty: 4764.220703
	Iteration 17Q: 3 clusters Score -1769879 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1769912.875000 Penalty: 4764.220703
	Iteration 18Q: 3 clusters Score -1769913 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1769936.750000 Penalty: 4764.220703
	Iteration 19Q: 3 clusters Score -1769937 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1769971.500000 Penalty: 4764.220703
	Iteration 20F: 3 clusters Score -1769972 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1770008.750000 Penalty: 4764.220703
	Iteration 21Q: 3 clusters Score -1770009 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1770036.375000 Penalty: 4764.220703
	Iteration 22Q: 3 clusters Score -1770036 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1770067.125000 Penalty: 4764.220703
	Iteration 23Q: 3 clusters Score -1770067 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1770080.125000 Penalty: 4764.220703
	Iteration 24Q: 3 clusters Score -1770080 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1770094.625000 Penalty: 4764.220703
	Iteration 25Q: 3 clusters Score -1770095 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1770127.375000 Penalty: 4764.220703
	Iteration 26Q: 3 clusters Score -1770127 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1770161.375000 Penalty: 4764.220703
	Iteration 27Q: 3 clusters Score -1770161 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1770188.875000 Penalty: 4764.220703
	Iteration 28Q: 3 clusters Score -1770189 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1770215.375000 Penalty: 4764.220703
	Iteration 29Q: 3 clusters Score -1770215 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1770238.000000 Penalty: 4764.220703
	Iteration 30Q: 3 clusters Score -1770238 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1770251.375000 Penalty: 4764.220703
	Iteration 31Q: 3 clusters Score -1770251 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1770276.875000 Penalty: 4764.220703
	Iteration 32Q: 3 clusters Score -1770277 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1770294.875000 Penalty: 4764.220703
	Iteration 33Q: 3 clusters Score -1770295 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1770308.750000 Penalty: 4764.220703
	Iteration 34Q: 3 clusters Score -1770309 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1770328.875000 Penalty: 4764.220703
	Iteration 35Q: 3 clusters Score -1770329 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1770338.875000 Penalty: 4764.220703
	Iteration 36Q: 3 clusters Score -1770339 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1770362.125000 Penalty: 4764.220703
	Iteration 37Q: 3 clusters Score -1770362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1770376.250000 Penalty: 4764.220703
	Iteration 38Q: 3 clusters Score -1770376 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1770391.500000 Penalty: 4764.220703
	Iteration 39Q: 3 clusters Score -1770392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1770397.875000 Penalty: 4764.220703
	Iteration 40F: 3 clusters Score -1770398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1770411.625000 Penalty: 4764.220703
	Iteration 41Q: 3 clusters Score -1770412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1770412.250000 Penalty: 4764.220703
	Iteration 42Q: 3 clusters Score -1770412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1770419.500000 Penalty: 4764.220703
	Iteration 43Q: 3 clusters Score -1770420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1770431.125000 Penalty: 4764.220703
	Iteration 44Q: 3 clusters Score -1770431 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1770435.250000 Penalty: 4764.220703
	Iteration 45Q: 3 clusters Score -1770435 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1770446.875000 Penalty: 4764.220703
	Iteration 46Q: 3 clusters Score -1770447 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1770452.250000 Penalty: 4764.220703
	Iteration 47Q: 3 clusters Score -1770452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1770459.125000 Penalty: 4764.220703
	Iteration 48Q: 3 clusters Score -1770459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1770459.500000 Penalty: 4764.220703
	Iteration 49Q: 3 clusters Score -1770460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1770467.125000 Penalty: 4764.220703
	Iteration 50Q: 3 clusters Score -1770467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1770469.500000 Penalty: 4764.220703
	Iteration 51Q: 3 clusters Score -1770470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1770476.125000 Penalty: 4764.220703
	Iteration 52Q: 3 clusters Score -1770476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1770480.875000 Penalty: 4764.220703
	Iteration 53Q: 3 clusters Score -1770481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1770482.500000 Penalty: 4764.220703
	Iteration 54Q: 3 clusters Score -1770482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1770485.375000 Penalty: 4764.220703
	Iteration 55Q: 3 clusters Score -1770485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1770495.125000 Penalty: 4764.220703
	Iteration 56Q: 3 clusters Score -1770495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1770498.625000 Penalty: 4764.220703
	Iteration 57Q: 3 clusters Score -1770499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1770504.750000 Penalty: 4764.220703
	Iteration 58Q: 3 clusters Score -1770505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1770510.625000 Penalty: 4764.220703
	Iteration 59Q: 3 clusters Score -1770511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1770511.625000 Penalty: 4764.220703
	Iteration 60F: 3 clusters Score -1770512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1770515.625000 Penalty: 4764.220703
	Iteration 61Q: 3 clusters Score -1770516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1770521.625000 Penalty: 4764.220703
	Iteration 62Q: 3 clusters Score -1770522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1770516.500000 Penalty: 4764.220703
	Iteration 63Q: 3 clusters Score -1770516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1770521.625000 Penalty: 4764.220703
	Iteration 64Q: 3 clusters Score -1770522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1770521.500000 Penalty: 4764.220703
	Iteration 65Q: 3 clusters Score -1770522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1770524.375000 Penalty: 4764.220703
	Iteration 66Q: 3 clusters Score -1770524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1770525.000000 Penalty: 4764.220703
	Iteration 67Q: 3 clusters Score -1770525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1770524.625000 Penalty: 4764.220703
	Iteration 68Q: 3 clusters Score -1770525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1770530.500000 Penalty: 4764.220703
	Iteration 69Q: 3 clusters Score -1770530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1770530.875000 Penalty: 4764.220703
	Iteration 70Q: 3 clusters Score -1770531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1770532.875000 Penalty: 4764.220703
	Iteration 71Q: 3 clusters Score -1770533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1770537.500000 Penalty: 4764.220703
	Iteration 72Q: 3 clusters Score -1770538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1770535.625000 Penalty: 4764.220703
	Iteration 73Q: 3 clusters Score -1770536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1770543.250000 Penalty: 4764.220703
	Iteration 74Q: 3 clusters Score -1770543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1770543.750000 Penalty: 4764.220703
	Iteration 75Q: 3 clusters Score -1770544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1770540.250000 Penalty: 4764.220703
	Iteration 76Q: 3 clusters Score -1770540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1770540.500000 Penalty: 4764.220703
	Iteration 77Q: 3 clusters Score -1770540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1770545.375000 Penalty: 4764.220703
	Iteration 78Q: 3 clusters Score -1770545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1770546.875000 Penalty: 4764.220703
	Iteration 79Q: 3 clusters Score -1770547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1770544.375000 Penalty: 4764.220703
	Iteration 80F: 3 clusters Score -1770544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (78124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78124 members 
Entering Unmasked Estep 
Score: -9454713.000000 Penalty: 2793.980957
	Iteration 0F: 2 clusters Score -9454713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -9402371.000000 Penalty: 5587.961914
	Iteration 0F: 3 clusters Score -9402371 nChanged 36603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -9423090.000000 Penalty: 5587.961914
	Iteration 1F: 3 clusters Score -9423090 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -9423732.000000 Penalty: 5587.961914
	Iteration 2Q: 3 clusters Score -9423732 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -9424462.000000 Penalty: 5587.961914
	Iteration 3Q: 3 clusters Score -9424462 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -9425343.000000 Penalty: 5587.961914
	Iteration 4Q: 3 clusters Score -9425343 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -9426351.000000 Penalty: 5587.961914
	Iteration 5Q: 3 clusters Score -9426351 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -9427676.000000 Penalty: 5587.961914
	Iteration 6Q: 3 clusters Score -9427676 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -9429348.000000 Penalty: 5587.961914
	Iteration 7Q: 3 clusters Score -9429348 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -9431269.000000 Penalty: 5587.961914
	Iteration 8Q: 3 clusters Score -9431269 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -9433653.000000 Penalty: 5587.961914
	Iteration 9F: 3 clusters Score -9433653 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -9436241.000000 Penalty: 5587.961914
	Iteration 10F: 3 clusters Score -9436241 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 57510 members 
Entering Unmasked Estep 
Score: -9438950.000000 Penalty: 5587.961914
	Iteration 11Q: 3 clusters Score -9438950 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -9441383.000000 Penalty: 5587.961914
	Iteration 12Q: 3 clusters Score -9441383 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 63112 members 
Entering Unmasked Estep 
Score: -9443471.000000 Penalty: 5587.961914
	Iteration 13Q: 3 clusters Score -9443471 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 65340 members 
Entering Unmasked Estep 
Score: -9444972.000000 Penalty: 5587.961914
	Iteration 14Q: 3 clusters Score -9444972 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 67307 members 
Entering Unmasked Estep 
Score: -9446183.000000 Penalty: 5587.961914
	Iteration 15Q: 3 clusters Score -9446183 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 69111 members 
Entering Unmasked Estep 
Score: -9447356.000000 Penalty: 5587.961914
	Iteration 16Q: 3 clusters Score -9447356 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 70771 members 
Entering Unmasked Estep 
Score: -9448384.000000 Penalty: 5587.961914
	Iteration 17Q: 3 clusters Score -9448384 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 72169 members 
Entering Unmasked Estep 
Score: -9449195.000000 Penalty: 5587.961914
	Iteration 18Q: 3 clusters Score -9449195 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 73353 members 
Entering Unmasked Estep 
Score: -9449995.000000 Penalty: 5587.961914
	Iteration 19Q: 3 clusters Score -9449995 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -9450630.000000 Penalty: 5587.961914
	Iteration 20F: 3 clusters Score -9450630 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 75036 members 
Entering Unmasked Estep 
Score: -9451107.000000 Penalty: 5587.961914
	Iteration 21Q: 3 clusters Score -9451107 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 75605 members 
Entering Unmasked Estep 
Score: -9451463.000000 Penalty: 5587.961914
	Iteration 22Q: 3 clusters Score -9451463 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 76015 members 
Entering Unmasked Estep 
Score: -9451772.000000 Penalty: 5587.961914
	Iteration 23Q: 3 clusters Score -9451772 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 76324 members 
Entering Unmasked Estep 
Score: -9451961.000000 Penalty: 5587.961914
	Iteration 24Q: 3 clusters Score -9451961 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 76532 members 
Entering Unmasked Estep 
Score: -9452133.000000 Penalty: 5587.961914
	Iteration 25Q: 3 clusters Score -9452133 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 76689 members 
Entering Unmasked Estep 
Score: -9452201.000000 Penalty: 5587.961914
	Iteration 26Q: 3 clusters Score -9452201 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 76797 members 
Entering Unmasked Estep 
Score: -9452267.000000 Penalty: 5587.961914
	Iteration 27Q: 3 clusters Score -9452267 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 76883 members 
Entering Unmasked Estep 
Score: -9452311.000000 Penalty: 5587.961914
	Iteration 28Q: 3 clusters Score -9452311 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 76938 members 
Entering Unmasked Estep 
Score: -9452340.000000 Penalty: 5587.961914
	Iteration 29Q: 3 clusters Score -9452340 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 76976 members 
Entering Unmasked Estep 
Score: -9452378.000000 Penalty: 5587.961914
	Iteration 30Q: 3 clusters Score -9452378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 77011 members 
Entering Unmasked Estep 
Score: -9452400.000000 Penalty: 5587.961914
	Iteration 31Q: 3 clusters Score -9452400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 77031 members 
Entering Unmasked Estep 
Score: -9452408.000000 Penalty: 5587.961914
	Iteration 32Q: 3 clusters Score -9452408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 77057 members 
Entering Unmasked Estep 
Score: -9452420.000000 Penalty: 5587.961914
	Iteration 33Q: 3 clusters Score -9452420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 77074 members 
Entering Unmasked Estep 
Score: -9452419.000000 Penalty: 5587.961914
	Iteration 34Q: 3 clusters Score -9452419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 77088 members 
Entering Unmasked Estep 
Score: -9452429.000000 Penalty: 5587.961914
	Iteration 35Q: 3 clusters Score -9452429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 77108 members 
Entering Unmasked Estep 
Score: -9452432.000000 Penalty: 5587.961914
	Iteration 36Q: 3 clusters Score -9452432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 77124 members 
Entering Unmasked Estep 
Score: -9452450.000000 Penalty: 5587.961914
	Iteration 37Q: 3 clusters Score -9452450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 77131 members 
Entering Unmasked Estep 
Score: -9452463.000000 Penalty: 5587.961914
	Iteration 38Q: 3 clusters Score -9452463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 77140 members 
Entering Unmasked Estep 
Score: -9452471.000000 Penalty: 5587.961914
	Iteration 39Q: 3 clusters Score -9452471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 77152 members 
Entering Unmasked Estep 
Score: -9452456.000000 Penalty: 5587.961914
	Iteration 40F: 3 clusters Score -9452456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 77160 members 
Entering Unmasked Estep 
Score: -9452465.000000 Penalty: 5587.961914
	Iteration 41Q: 3 clusters Score -9452465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 77163 members 
Entering Unmasked Estep 
Score: -9452475.000000 Penalty: 5587.961914
	Iteration 42Q: 3 clusters Score -9452475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 77170 members 
Entering Unmasked Estep 
Score: -9452473.000000 Penalty: 5587.961914
	Iteration 43Q: 3 clusters Score -9452473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 77173 members 
Entering Unmasked Estep 
Score: -9452468.000000 Penalty: 5587.961914
	Iteration 44Q: 3 clusters Score -9452468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 77177 members 
Entering Unmasked Estep 
Score: -9452473.000000 Penalty: 5587.961914
	Iteration 45Q: 3 clusters Score -9452473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 77182 members 
Entering Unmasked Estep 
Score: -9452481.000000 Penalty: 5587.961914
	Iteration 46Q: 3 clusters Score -9452481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 77186 members 
Entering Unmasked Estep 
Score: -9452484.000000 Penalty: 5587.961914
	Iteration 47Q: 3 clusters Score -9452484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 77187 members 
Entering Unmasked Estep 
Score: -9452486.000000 Penalty: 5587.961914
	Iteration 48Q: 3 clusters Score -9452486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 77190 members 
Entering Unmasked Estep 
Score: -9452491.000000 Penalty: 5587.961914
	Iteration 49Q: 3 clusters Score -9452491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 77191 members 
Entering Unmasked Estep 
Score: -9452491.000000 Penalty: 5587.961914
	Iteration 50Q: 3 clusters Score -9452491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 77192 members 
Entering Unmasked Estep 
Score: -9452482.000000 Penalty: 5587.961914
	Iteration 51Q: 3 clusters Score -9452482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 77194 members 
Entering Unmasked Estep 
Score: -9452488.000000 Penalty: 5587.961914
	Iteration 52Q: 3 clusters Score -9452488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 77194 members 
Entering Unmasked Estep 
Score: -9452488.000000 Penalty: 5587.961914
	Iteration 53F: 3 clusters Score -9452488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Entering Unmasked Estep 
Score: -62840.765625 Penalty: 1579.735474
	Iteration 0F: 2 clusters Score -62840.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61292.691406 Penalty: 3159.470947
	Iteration 0F: 3 clusters Score -61292.69 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61546.753906 Penalty: 3159.470947
	Iteration 1F: 3 clusters Score -61546.75 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61683.250000 Penalty: 3159.470947
	Iteration 2F: 3 clusters Score -61683.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -61781.007812 Penalty: 3159.470947
	Iteration 3Q: 3 clusters Score -61781.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -61929.031250 Penalty: 3159.470947
	Iteration 4Q: 3 clusters Score -61929.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62026.101562 Penalty: 3159.470947
	Iteration 5Q: 3 clusters Score -62026.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -62081.566406 Penalty: 3159.470947
	Iteration 6Q: 3 clusters Score -62081.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -62108.597656 Penalty: 3159.470947
	Iteration 7Q: 3 clusters Score -62108.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62130.878906 Penalty: 3159.470947
	Iteration 8Q: 3 clusters Score -62130.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -62150.378906 Penalty: 3159.470947
	Iteration 9Q: 3 clusters Score -62150.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62178.449219 Penalty: 3159.470947
	Iteration 10Q: 3 clusters Score -62178.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -62226.148438 Penalty: 3159.470947
	Iteration 11Q: 3 clusters Score -62226.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -62248.726562 Penalty: 3159.470947
	Iteration 12Q: 3 clusters Score -62248.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -62255.929688 Penalty: 3159.470947
	Iteration 13Q: 3 clusters Score -62255.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62266.191406 Penalty: 3159.470947
	Iteration 14Q: 3 clusters Score -62266.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62275.304688 Penalty: 3159.470947
	Iteration 15Q: 3 clusters Score -62275.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -62287.484375 Penalty: 3159.470947
	Iteration 16Q: 3 clusters Score -62287.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -62307.890625 Penalty: 3159.470947
	Iteration 17Q: 3 clusters Score -62307.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62334.824219 Penalty: 3159.470947
	Iteration 18Q: 3 clusters Score -62334.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62425.089844 Penalty: 3159.470947
	Iteration 19Q: 3 clusters Score -62425.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62533.550781 Penalty: 3159.470947
	Iteration 20F: 3 clusters Score -62533.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -62596.675781 Penalty: 3159.470947
	Iteration 21Q: 3 clusters Score -62596.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62621.179688 Penalty: 3159.470947
	Iteration 22Q: 3 clusters Score -62621.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62632.394531 Penalty: 3159.470947
	Iteration 23Q: 3 clusters Score -62632.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -62638.238281 Penalty: 3159.470947
	Iteration 24Q: 3 clusters Score -62638.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -62643.898438 Penalty: 3159.470947
	Iteration 25Q: 3 clusters Score -62643.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -62643.898438 Penalty: 3159.470947
	Iteration 26F: 3 clusters Score -62643.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Entering Unmasked Estep 
Score: -314178.062500 Penalty: 1966.155396
	Iteration 0F: 2 clusters Score -314178.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -311084.062500 Penalty: 3932.310791
	Iteration 0F: 3 clusters Score -311084.1 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -311763.031250 Penalty: 3932.310791
	Iteration 1F: 3 clusters Score -311763 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -311950.343750 Penalty: 3932.310791
	Iteration 2F: 3 clusters Score -311950.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -312079.531250 Penalty: 3932.310791
	Iteration 3F: 3 clusters Score -312079.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -312168.843750 Penalty: 3932.310791
	Iteration 4Q: 3 clusters Score -312168.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -312240.281250 Penalty: 3932.310791
	Iteration 5Q: 3 clusters Score -312240.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -312311.156250 Penalty: 3932.310791
	Iteration 6Q: 3 clusters Score -312311.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -312352.937500 Penalty: 3932.310791
	Iteration 7Q: 3 clusters Score -312352.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -312388.687500 Penalty: 3932.310791
	Iteration 8Q: 3 clusters Score -312388.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -312420.156250 Penalty: 3932.310791
	Iteration 9Q: 3 clusters Score -312420.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -312446.031250 Penalty: 3932.310791
	Iteration 10Q: 3 clusters Score -312446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -312462.625000 Penalty: 3932.310791
	Iteration 11Q: 3 clusters Score -312462.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -312474.812500 Penalty: 3932.310791
	Iteration 12Q: 3 clusters Score -312474.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -312484.062500 Penalty: 3932.310791
	Iteration 13Q: 3 clusters Score -312484.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -312490.875000 Penalty: 3932.310791
	Iteration 14Q: 3 clusters Score -312490.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -312496.781250 Penalty: 3932.310791
	Iteration 15Q: 3 clusters Score -312496.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -312501.843750 Penalty: 3932.310791
	Iteration 16Q: 3 clusters Score -312501.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -312505.562500 Penalty: 3932.310791
	Iteration 17Q: 3 clusters Score -312505.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -312509.000000 Penalty: 3932.310791
	Iteration 18Q: 3 clusters Score -312509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -312512.093750 Penalty: 3932.310791
	Iteration 19Q: 3 clusters Score -312512.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -312521.468750 Penalty: 3932.310791
	Iteration 20F: 3 clusters Score -312521.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -312533.187500 Penalty: 3932.310791
	Iteration 21Q: 3 clusters Score -312533.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -312541.843750 Penalty: 3932.310791
	Iteration 22Q: 3 clusters Score -312541.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -312549.343750 Penalty: 3932.310791
	Iteration 23Q: 3 clusters Score -312549.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -312561.281250 Penalty: 3932.310791
	Iteration 24Q: 3 clusters Score -312561.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -312570.875000 Penalty: 3932.310791
	Iteration 25Q: 3 clusters Score -312570.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -312581.781250 Penalty: 3932.310791
	Iteration 26Q: 3 clusters Score -312581.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -312588.781250 Penalty: 3932.310791
	Iteration 27Q: 3 clusters Score -312588.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -312594.625000 Penalty: 3932.310791
	Iteration 28Q: 3 clusters Score -312594.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -312601.468750 Penalty: 3932.310791
	Iteration 29Q: 3 clusters Score -312601.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -312605.750000 Penalty: 3932.310791
	Iteration 30Q: 3 clusters Score -312605.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -312609.812500 Penalty: 3932.310791
	Iteration 31Q: 3 clusters Score -312609.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -312613.687500 Penalty: 3932.310791
	Iteration 32Q: 3 clusters Score -312613.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -312616.718750 Penalty: 3932.310791
	Iteration 33Q: 3 clusters Score -312616.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -312619.187500 Penalty: 3932.310791
	Iteration 34Q: 3 clusters Score -312619.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -312619.843750 Penalty: 3932.310791
	Iteration 35Q: 3 clusters Score -312619.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -312620.031250 Penalty: 3932.310791
	Iteration 36Q: 3 clusters Score -312620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -312620.843750 Penalty: 3932.310791
	Iteration 37Q: 3 clusters Score -312620.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -312621.500000 Penalty: 3932.310791
	Iteration 38Q: 3 clusters Score -312621.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -312621.281250 Penalty: 3932.310791
	Iteration 39Q: 3 clusters Score -312621.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -312621.281250 Penalty: 3932.310791
	Iteration 40F: 3 clusters Score -312621.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Entering Unmasked Estep 
Score: -488811.593750 Penalty: 2058.284668
	Iteration 0F: 2 clusters Score -488811.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -484909.250000 Penalty: 4116.569336
	Iteration 0F: 3 clusters Score -484909.2 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -485863.750000 Penalty: 4116.569336
	Iteration 1F: 3 clusters Score -485863.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -486048.750000 Penalty: 4116.569336
	Iteration 2F: 3 clusters Score -486048.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -486136.812500 Penalty: 4116.569336
	Iteration 3Q: 3 clusters Score -486136.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -486200.843750 Penalty: 4116.569336
	Iteration 4Q: 3 clusters Score -486200.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -486251.750000 Penalty: 4116.569336
	Iteration 5Q: 3 clusters Score -486251.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -486287.906250 Penalty: 4116.569336
	Iteration 6Q: 3 clusters Score -486287.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -486317.968750 Penalty: 4116.569336
	Iteration 7Q: 3 clusters Score -486318 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -486339.343750 Penalty: 4116.569336
	Iteration 8Q: 3 clusters Score -486339.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -486361.187500 Penalty: 4116.569336
	Iteration 9Q: 3 clusters Score -486361.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -486378.187500 Penalty: 4116.569336
	Iteration 10Q: 3 clusters Score -486378.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -486388.968750 Penalty: 4116.569336
	Iteration 11Q: 3 clusters Score -486389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -486397.937500 Penalty: 4116.569336
	Iteration 12Q: 3 clusters Score -486397.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -486405.406250 Penalty: 4116.569336
	Iteration 13Q: 3 clusters Score -486405.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -486409.937500 Penalty: 4116.569336
	Iteration 14Q: 3 clusters Score -486409.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -486411.906250 Penalty: 4116.569336
	Iteration 15Q: 3 clusters Score -486411.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -486413.593750 Penalty: 4116.569336
	Iteration 16Q: 3 clusters Score -486413.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -486416.093750 Penalty: 4116.569336
	Iteration 17Q: 3 clusters Score -486416.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -486418.781250 Penalty: 4116.569336
	Iteration 18Q: 3 clusters Score -486418.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -486419.906250 Penalty: 4116.569336
	Iteration 19Q: 3 clusters Score -486419.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -486420.812500 Penalty: 4116.569336
	Iteration 20F: 3 clusters Score -486420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -486421.843750 Penalty: 4116.569336
	Iteration 21Q: 3 clusters Score -486421.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -486422.343750 Penalty: 4116.569336
	Iteration 22Q: 3 clusters Score -486422.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -486422.343750 Penalty: 4116.569336
	Iteration 23F: 3 clusters Score -486422.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -46474.105469 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -46474.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -45117.847656 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -45117.85 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45403.796875 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -45403.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45668.507812 Penalty: 3053.861572
	Iteration 2F: 3 clusters Score -45668.51 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -45928.019531 Penalty: 3053.861572
	Iteration 3F: 3 clusters Score -45928.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -46343.359375 Penalty: 3053.861572
	Iteration 4F: 3 clusters Score -46343.36 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -47104.105469 Penalty: 3053.861572
	Iteration 5F: 3 clusters Score -47104.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47441.710938 Penalty: 3053.861572
	Iteration 6Q: 3 clusters Score -47441.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -47512.117188 Penalty: 3053.861572
	Iteration 7Q: 3 clusters Score -47512.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47520.628906 Penalty: 3053.861572
	Iteration 8Q: 3 clusters Score -47520.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47520.628906 Penalty: 3053.861572
	Iteration 9F: 3 clusters Score -47520.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 78124 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 10233 members 
Mstep: Class 8 contains 17102 members 
Mstep: Class 9 contains 269631 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10430 members 
Mstep: Class 12 contains 55806 members 
Mstep: Class 13 contains 20226 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28259 members 
Mstep: Class 16 contains 81250 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108306 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176661 members 
Mstep: Class 21 contains 20013 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 277410 members 
Mstep: Class 26 contains 14435 members 
Mstep: Class 27 contains 1023 members 
Mstep: Class 28 contains 271 members 
Entering Unmasked Estep 
Score: -154626000.000000 Penalty: 97617.203125
Splitting cluster 6 changes total score from -154626912.000000 to -154626000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Entering Unmasked Estep 
Score: -1281834.125000 Penalty: 2289.876465
	Iteration 0F: 2 clusters Score -1281834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1274003.000000 Penalty: 4579.752930
	Iteration 0F: 3 clusters Score -1274003 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1276185.875000 Penalty: 4579.752930
	Iteration 1F: 3 clusters Score -1276186 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1276432.875000 Penalty: 4579.752930
	Iteration 2F: 3 clusters Score -1276433 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1276622.875000 Penalty: 4579.752930
	Iteration 3Q: 3 clusters Score -1276623 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1276763.625000 Penalty: 4579.752930
	Iteration 4Q: 3 clusters Score -1276764 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1276868.625000 Penalty: 4579.752930
	Iteration 5Q: 3 clusters Score -1276869 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1276969.000000 Penalty: 4579.752930
	Iteration 6Q: 3 clusters Score -1276969 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1277075.125000 Penalty: 4579.752930
	Iteration 7Q: 3 clusters Score -1277075 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1277190.125000 Penalty: 4579.752930
	Iteration 8Q: 3 clusters Score -1277190 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1277314.125000 Penalty: 4579.752930
	Iteration 9Q: 3 clusters Score -1277314 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1277486.250000 Penalty: 4579.752930
	Iteration 10Q: 3 clusters Score -1277486 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1277727.250000 Penalty: 4579.752930
	Iteration 11Q: 3 clusters Score -1277727 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1278016.500000 Penalty: 4579.752930
	Iteration 12Q: 3 clusters Score -1278016 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1278352.500000 Penalty: 4579.752930
	Iteration 13Q: 3 clusters Score -1278352 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1278735.250000 Penalty: 4579.752930
	Iteration 14Q: 3 clusters Score -1278735 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1279090.875000 Penalty: 4579.752930
	Iteration 15Q: 3 clusters Score -1279091 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1279396.250000 Penalty: 4579.752930
	Iteration 16Q: 3 clusters Score -1279396 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1279607.375000 Penalty: 4579.752930
	Iteration 17Q: 3 clusters Score -1279607 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1279750.875000 Penalty: 4579.752930
	Iteration 18Q: 3 clusters Score -1279751 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1279834.875000 Penalty: 4579.752930
	Iteration 19Q: 3 clusters Score -1279835 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1279898.000000 Penalty: 4579.752930
	Iteration 20F: 3 clusters Score -1279898 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1279938.500000 Penalty: 4579.752930
	Iteration 21Q: 3 clusters Score -1279938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1279966.125000 Penalty: 4579.752930
	Iteration 22Q: 3 clusters Score -1279966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1279980.125000 Penalty: 4579.752930
	Iteration 23Q: 3 clusters Score -1279980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1279998.125000 Penalty: 4579.752930
	Iteration 24Q: 3 clusters Score -1279998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1280010.000000 Penalty: 4579.752930
	Iteration 25Q: 3 clusters Score -1280010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1280016.250000 Penalty: 4579.752930
	Iteration 26Q: 3 clusters Score -1280016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1280029.000000 Penalty: 4579.752930
	Iteration 27Q: 3 clusters Score -1280029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1280032.250000 Penalty: 4579.752930
	Iteration 28Q: 3 clusters Score -1280032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1280034.250000 Penalty: 4579.752930
	Iteration 29Q: 3 clusters Score -1280034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1280035.625000 Penalty: 4579.752930
	Iteration 30Q: 3 clusters Score -1280036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1280035.875000 Penalty: 4579.752930
	Iteration 31Q: 3 clusters Score -1280036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1280035.875000 Penalty: 4579.752930
	Iteration 32F: 3 clusters Score -1280036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Entering Unmasked Estep 
Score: -2144039.750000 Penalty: 2417.243896
	Iteration 0F: 2 clusters Score -2144040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2131708.250000 Penalty: 4834.487793
	Iteration 0F: 3 clusters Score -2131708 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2135688.250000 Penalty: 4834.487793
	Iteration 1F: 3 clusters Score -2135688 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2136066.500000 Penalty: 4834.487793
	Iteration 2F: 3 clusters Score -2136066 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2136396.500000 Penalty: 4834.487793
	Iteration 3Q: 3 clusters Score -2136396 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2136660.250000 Penalty: 4834.487793
	Iteration 4Q: 3 clusters Score -2136660 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2136944.500000 Penalty: 4834.487793
	Iteration 5Q: 3 clusters Score -2136944 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2137224.250000 Penalty: 4834.487793
	Iteration 6Q: 3 clusters Score -2137224 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2137547.750000 Penalty: 4834.487793
	Iteration 7Q: 3 clusters Score -2137548 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2137874.750000 Penalty: 4834.487793
	Iteration 8Q: 3 clusters Score -2137875 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2138264.500000 Penalty: 4834.487793
	Iteration 9Q: 3 clusters Score -2138264 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2138699.750000 Penalty: 4834.487793
	Iteration 10Q: 3 clusters Score -2138700 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2139126.250000 Penalty: 4834.487793
	Iteration 11Q: 3 clusters Score -2139126 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2139523.750000 Penalty: 4834.487793
	Iteration 12Q: 3 clusters Score -2139524 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2139868.750000 Penalty: 4834.487793
	Iteration 13Q: 3 clusters Score -2139869 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2140130.250000 Penalty: 4834.487793
	Iteration 14Q: 3 clusters Score -2140130 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2140351.750000 Penalty: 4834.487793
	Iteration 15Q: 3 clusters Score -2140352 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2140547.500000 Penalty: 4834.487793
	Iteration 16Q: 3 clusters Score -2140548 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2140728.250000 Penalty: 4834.487793
	Iteration 17Q: 3 clusters Score -2140728 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2140873.500000 Penalty: 4834.487793
	Iteration 18Q: 3 clusters Score -2140874 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2140997.750000 Penalty: 4834.487793
	Iteration 19Q: 3 clusters Score -2140998 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2141105.250000 Penalty: 4834.487793
	Iteration 20F: 3 clusters Score -2141105 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2141219.000000 Penalty: 4834.487793
	Iteration 21Q: 3 clusters Score -2141219 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2141323.750000 Penalty: 4834.487793
	Iteration 22Q: 3 clusters Score -2141324 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2141410.750000 Penalty: 4834.487793
	Iteration 23Q: 3 clusters Score -2141411 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2141479.750000 Penalty: 4834.487793
	Iteration 24Q: 3 clusters Score -2141480 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2141549.000000 Penalty: 4834.487793
	Iteration 25Q: 3 clusters Score -2141549 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2141614.250000 Penalty: 4834.487793
	Iteration 26Q: 3 clusters Score -2141614 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2141656.500000 Penalty: 4834.487793
	Iteration 27Q: 3 clusters Score -2141656 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2141705.000000 Penalty: 4834.487793
	Iteration 28Q: 3 clusters Score -2141705 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2141745.750000 Penalty: 4834.487793
	Iteration 29Q: 3 clusters Score -2141746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2141772.500000 Penalty: 4834.487793
	Iteration 30Q: 3 clusters Score -2141772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2141784.750000 Penalty: 4834.487793
	Iteration 31Q: 3 clusters Score -2141785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2141794.000000 Penalty: 4834.487793
	Iteration 32Q: 3 clusters Score -2141794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2141808.250000 Penalty: 4834.487793
	Iteration 33Q: 3 clusters Score -2141808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2141818.000000 Penalty: 4834.487793
	Iteration 34Q: 3 clusters Score -2141818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2141834.500000 Penalty: 4834.487793
	Iteration 35Q: 3 clusters Score -2141834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2141848.250000 Penalty: 4834.487793
	Iteration 36Q: 3 clusters Score -2141848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2141857.500000 Penalty: 4834.487793
	Iteration 37Q: 3 clusters Score -2141858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2141863.750000 Penalty: 4834.487793
	Iteration 38Q: 3 clusters Score -2141864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2141869.000000 Penalty: 4834.487793
	Iteration 39Q: 3 clusters Score -2141869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2141872.250000 Penalty: 4834.487793
	Iteration 40F: 3 clusters Score -2141872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2141878.250000 Penalty: 4834.487793
	Iteration 41Q: 3 clusters Score -2141878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2141881.250000 Penalty: 4834.487793
	Iteration 42Q: 3 clusters Score -2141881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2141881.500000 Penalty: 4834.487793
	Iteration 43Q: 3 clusters Score -2141882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2141885.500000 Penalty: 4834.487793
	Iteration 44Q: 3 clusters Score -2141886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2141887.750000 Penalty: 4834.487793
	Iteration 45Q: 3 clusters Score -2141888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2141888.750000 Penalty: 4834.487793
	Iteration 46Q: 3 clusters Score -2141889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2141890.750000 Penalty: 4834.487793
	Iteration 47Q: 3 clusters Score -2141891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2141891.000000 Penalty: 4834.487793
	Iteration 48Q: 3 clusters Score -2141891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2141889.750000 Penalty: 4834.487793
	Iteration 49Q: 3 clusters Score -2141890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2141892.000000 Penalty: 4834.487793
	Iteration 50Q: 3 clusters Score -2141892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2141894.750000 Penalty: 4834.487793
	Iteration 51Q: 3 clusters Score -2141895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2141894.750000 Penalty: 4834.487793
	Iteration 52F: 3 clusters Score -2141895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (269631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269631 members 
Entering Unmasked Estep 
Score: -33455702.000000 Penalty: 3101.192627
	Iteration 0F: 2 clusters Score -3.34557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134702 members 
Mstep: Class 2 contains 134929 members 
Entering Unmasked Estep 
Score: -33283760.000000 Penalty: 6202.385254
	Iteration 0F: 3 clusters Score -3.328376e+07 nChanged 130286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131504 members 
Mstep: Class 2 contains 138127 members 
Entering Unmasked Estep 
Score: -33359768.000000 Penalty: 6202.385254
	Iteration 1F: 3 clusters Score -3.335977e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129321 members 
Mstep: Class 2 contains 140310 members 
Entering Unmasked Estep 
Score: -33360754.000000 Penalty: 6202.385254
	Iteration 2Q: 3 clusters Score -3.336075e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126024 members 
Mstep: Class 2 contains 143607 members 
Entering Unmasked Estep 
Score: -33361960.000000 Penalty: 6202.385254
	Iteration 3Q: 3 clusters Score -3.336196e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120947 members 
Mstep: Class 2 contains 148684 members 
Entering Unmasked Estep 
Score: -33363664.000000 Penalty: 6202.385254
	Iteration 4Q: 3 clusters Score -3.336366e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113263 members 
Mstep: Class 2 contains 156368 members 
Entering Unmasked Estep 
Score: -33366786.000000 Penalty: 6202.385254
	Iteration 5Q: 3 clusters Score -3.336679e+07 nChanged 12204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101729 members 
Mstep: Class 2 contains 167902 members 
Entering Unmasked Estep 
Score: -33372040.000000 Penalty: 6202.385254
	Iteration 6Q: 3 clusters Score -3.337204e+07 nChanged 16652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85391 members 
Mstep: Class 2 contains 184240 members 
Entering Unmasked Estep 
Score: -33381218.000000 Penalty: 6202.385254
	Iteration 7F: 3 clusters Score -3.338122e+07 nChanged 21060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64475 members 
Mstep: Class 2 contains 205156 members 
Entering Unmasked Estep 
Score: -33396088.000000 Penalty: 6202.385254
	Iteration 8F: 3 clusters Score -3.339609e+07 nChanged 21887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 226941 members 
Entering Unmasked Estep 
Score: -33414108.000000 Penalty: 6202.385254
	Iteration 9F: 3 clusters Score -3.341411e+07 nChanged 17695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 244574 members 
Entering Unmasked Estep 
Score: -33429140.000000 Penalty: 6202.385254
	Iteration 10F: 3 clusters Score -3.342914e+07 nChanged 11480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 256026 members 
Entering Unmasked Estep 
Score: -33440286.000000 Penalty: 6202.385254
	Iteration 11Q: 3 clusters Score -3.344029e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 262273 members 
Entering Unmasked Estep 
Score: -33446508.000000 Penalty: 6202.385254
	Iteration 12Q: 3 clusters Score -3.344651e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 265425 members 
Entering Unmasked Estep 
Score: -33449502.000000 Penalty: 6202.385254
	Iteration 13Q: 3 clusters Score -3.34495e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 266994 members 
Entering Unmasked Estep 
Score: -33450970.000000 Penalty: 6202.385254
	Iteration 14Q: 3 clusters Score -3.345097e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 267789 members 
Entering Unmasked Estep 
Score: -33451792.000000 Penalty: 6202.385254
	Iteration 15Q: 3 clusters Score -3.345179e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 268191 members 
Entering Unmasked Estep 
Score: -33452198.000000 Penalty: 6202.385254
	Iteration 16Q: 3 clusters Score -3.34522e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 268418 members 
Entering Unmasked Estep 
Score: -33452422.000000 Penalty: 6202.385254
	Iteration 17Q: 3 clusters Score -3.345242e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 268572 members 
Entering Unmasked Estep 
Score: -33452576.000000 Penalty: 6202.385254
	Iteration 18Q: 3 clusters Score -3.345258e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 268667 members 
Entering Unmasked Estep 
Score: -33452734.000000 Penalty: 6202.385254
	Iteration 19Q: 3 clusters Score -3.345273e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 268732 members 
Entering Unmasked Estep 
Score: -33452828.000000 Penalty: 6202.385254
	Iteration 20F: 3 clusters Score -3.345283e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 268776 members 
Entering Unmasked Estep 
Score: -33452862.000000 Penalty: 6202.385254
	Iteration 21Q: 3 clusters Score -3.345286e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 268797 members 
Entering Unmasked Estep 
Score: -33452910.000000 Penalty: 6202.385254
	Iteration 22Q: 3 clusters Score -3.345291e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 268825 members 
Entering Unmasked Estep 
Score: -33452886.000000 Penalty: 6202.385254
	Iteration 23Q: 3 clusters Score -3.345289e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 268850 members 
Entering Unmasked Estep 
Score: -33452908.000000 Penalty: 6202.385254
	Iteration 24Q: 3 clusters Score -3.345291e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 268871 members 
Entering Unmasked Estep 
Score: -33452930.000000 Penalty: 6202.385254
	Iteration 25Q: 3 clusters Score -3.345293e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 268887 members 
Entering Unmasked Estep 
Score: -33452966.000000 Penalty: 6202.385254
	Iteration 26Q: 3 clusters Score -3.345297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 268901 members 
Entering Unmasked Estep 
Score: -33452966.000000 Penalty: 6202.385254
	Iteration 27Q: 3 clusters Score -3.345297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 268913 members 
Entering Unmasked Estep 
Score: -33452966.000000 Penalty: 6202.385254
	Iteration 28Q: 3 clusters Score -3.345297e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 268925 members 
Entering Unmasked Estep 
Score: -33452986.000000 Penalty: 6202.385254
	Iteration 29Q: 3 clusters Score -3.345299e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 268935 members 
Entering Unmasked Estep 
Score: -33453000.000000 Penalty: 6202.385254
	Iteration 30Q: 3 clusters Score -3.3453e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 268942 members 
Entering Unmasked Estep 
Score: -33453034.000000 Penalty: 6202.385254
	Iteration 31Q: 3 clusters Score -3.345303e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 268950 members 
Entering Unmasked Estep 
Score: -33453036.000000 Penalty: 6202.385254
	Iteration 32Q: 3 clusters Score -3.345304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 268955 members 
Entering Unmasked Estep 
Score: -33453022.000000 Penalty: 6202.385254
	Iteration 33Q: 3 clusters Score -3.345302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 268958 members 
Entering Unmasked Estep 
Score: -33453026.000000 Penalty: 6202.385254
	Iteration 34Q: 3 clusters Score -3.345303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 268963 members 
Entering Unmasked Estep 
Score: -33453028.000000 Penalty: 6202.385254
	Iteration 35Q: 3 clusters Score -3.345303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 268967 members 
Entering Unmasked Estep 
Score: -33453030.000000 Penalty: 6202.385254
	Iteration 36Q: 3 clusters Score -3.345303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 268973 members 
Entering Unmasked Estep 
Score: -33453052.000000 Penalty: 6202.385254
	Iteration 37Q: 3 clusters Score -3.345305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 268973 members 
Entering Unmasked Estep 
Score: -33453040.000000 Penalty: 6202.385254
	Iteration 38Q: 3 clusters Score -3.345304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 268972 members 
Entering Unmasked Estep 
Score: -33453030.000000 Penalty: 6202.385254
	Iteration 39Q: 3 clusters Score -3.345303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 268973 members 
Entering Unmasked Estep 
Score: -33453034.000000 Penalty: 6202.385254
	Iteration 40F: 3 clusters Score -3.345303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 268975 members 
Entering Unmasked Estep 
Score: -33453026.000000 Penalty: 6202.385254
	Iteration 41Q: 3 clusters Score -3.345303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 268975 members 
Entering Unmasked Estep 
Score: -33453026.000000 Penalty: 6202.385254
	Iteration 42F: 3 clusters Score -3.345303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Entering Unmasked Estep 
Score: -494869.093750 Penalty: 2070.965088
	Iteration 0F: 2 clusters Score -494869.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -490903.218750 Penalty: 4141.930176
	Iteration 0F: 3 clusters Score -490903.2 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -491805.562500 Penalty: 4141.930176
	Iteration 1F: 3 clusters Score -491805.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -492019.750000 Penalty: 4141.930176
	Iteration 2F: 3 clusters Score -492019.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -492151.875000 Penalty: 4141.930176
	Iteration 3F: 3 clusters Score -492151.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -492273.812500 Penalty: 4141.930176
	Iteration 4Q: 3 clusters Score -492273.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -492372.625000 Penalty: 4141.930176
	Iteration 5Q: 3 clusters Score -492372.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -492452.343750 Penalty: 4141.930176
	Iteration 6Q: 3 clusters Score -492452.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -492533.375000 Penalty: 4141.930176
	Iteration 7Q: 3 clusters Score -492533.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -492642.500000 Penalty: 4141.930176
	Iteration 8Q: 3 clusters Score -492642.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -492751.125000 Penalty: 4141.930176
	Iteration 9Q: 3 clusters Score -492751.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -492866.781250 Penalty: 4141.930176
	Iteration 10Q: 3 clusters Score -492866.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -492973.562500 Penalty: 4141.930176
	Iteration 11Q: 3 clusters Score -492973.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -493095.093750 Penalty: 4141.930176
	Iteration 12Q: 3 clusters Score -493095.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -493209.500000 Penalty: 4141.930176
	Iteration 13Q: 3 clusters Score -493209.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -493319.062500 Penalty: 4141.930176
	Iteration 14Q: 3 clusters Score -493319.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -493418.625000 Penalty: 4141.930176
	Iteration 15Q: 3 clusters Score -493418.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -493522.687500 Penalty: 4141.930176
	Iteration 16Q: 3 clusters Score -493522.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -493594.593750 Penalty: 4141.930176
	Iteration 17Q: 3 clusters Score -493594.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -493646.375000 Penalty: 4141.930176
	Iteration 18Q: 3 clusters Score -493646.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -493683.000000 Penalty: 4141.930176
	Iteration 19Q: 3 clusters Score -493683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -493704.937500 Penalty: 4141.930176
	Iteration 20F: 3 clusters Score -493704.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -493724.375000 Penalty: 4141.930176
	Iteration 21Q: 3 clusters Score -493724.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -493735.187500 Penalty: 4141.930176
	Iteration 22Q: 3 clusters Score -493735.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -493745.031250 Penalty: 4141.930176
	Iteration 23Q: 3 clusters Score -493745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -493754.500000 Penalty: 4141.930176
	Iteration 24Q: 3 clusters Score -493754.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -493760.312500 Penalty: 4141.930176
	Iteration 25Q: 3 clusters Score -493760.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -493763.937500 Penalty: 4141.930176
	Iteration 26Q: 3 clusters Score -493763.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -493768.937500 Penalty: 4141.930176
	Iteration 27Q: 3 clusters Score -493768.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -493771.843750 Penalty: 4141.930176
	Iteration 28Q: 3 clusters Score -493771.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -493774.625000 Penalty: 4141.930176
	Iteration 29Q: 3 clusters Score -493774.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -493775.468750 Penalty: 4141.930176
	Iteration 30Q: 3 clusters Score -493775.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -493775.468750 Penalty: 4141.930176
	Iteration 31F: 3 clusters Score -493775.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Entering Unmasked Estep 
Score: -1246686.000000 Penalty: 2294.605469
	Iteration 0F: 2 clusters Score -1246686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1238681.875000 Penalty: 4589.210938
	Iteration 0F: 3 clusters Score -1238682 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1240978.000000 Penalty: 4589.210938
	Iteration 1F: 3 clusters Score -1240978 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1241280.500000 Penalty: 4589.210938
	Iteration 2F: 3 clusters Score -1241280 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1241535.375000 Penalty: 4589.210938
	Iteration 3F: 3 clusters Score -1241535 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1241753.750000 Penalty: 4589.210938
	Iteration 4Q: 3 clusters Score -1241754 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1241927.000000 Penalty: 4589.210938
	Iteration 5Q: 3 clusters Score -1241927 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1242081.625000 Penalty: 4589.210938
	Iteration 6Q: 3 clusters Score -1242082 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1242272.625000 Penalty: 4589.210938
	Iteration 7Q: 3 clusters Score -1242273 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1242467.625000 Penalty: 4589.210938
	Iteration 8Q: 3 clusters Score -1242468 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1242721.375000 Penalty: 4589.210938
	Iteration 9Q: 3 clusters Score -1242721 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1243007.625000 Penalty: 4589.210938
	Iteration 10Q: 3 clusters Score -1243008 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1243319.750000 Penalty: 4589.210938
	Iteration 11Q: 3 clusters Score -1243320 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1243696.000000 Penalty: 4589.210938
	Iteration 12Q: 3 clusters Score -1243696 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1244123.250000 Penalty: 4589.210938
	Iteration 13Q: 3 clusters Score -1244123 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1244436.250000 Penalty: 4589.210938
	Iteration 14Q: 3 clusters Score -1244436 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1244642.750000 Penalty: 4589.210938
	Iteration 15Q: 3 clusters Score -1244643 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1244790.500000 Penalty: 4589.210938
	Iteration 16Q: 3 clusters Score -1244790 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1244899.250000 Penalty: 4589.210938
	Iteration 17Q: 3 clusters Score -1244899 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1244984.375000 Penalty: 4589.210938
	Iteration 18Q: 3 clusters Score -1244984 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1245060.125000 Penalty: 4589.210938
	Iteration 19Q: 3 clusters Score -1245060 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1245122.625000 Penalty: 4589.210938
	Iteration 20F: 3 clusters Score -1245123 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1245189.125000 Penalty: 4589.210938
	Iteration 21Q: 3 clusters Score -1245189 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1245263.500000 Penalty: 4589.210938
	Iteration 22Q: 3 clusters Score -1245264 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1245340.625000 Penalty: 4589.210938
	Iteration 23Q: 3 clusters Score -1245341 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1245409.375000 Penalty: 4589.210938
	Iteration 24Q: 3 clusters Score -1245409 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1245473.625000 Penalty: 4589.210938
	Iteration 25Q: 3 clusters Score -1245474 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1245536.250000 Penalty: 4589.210938
	Iteration 26Q: 3 clusters Score -1245536 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1245592.500000 Penalty: 4589.210938
	Iteration 27Q: 3 clusters Score -1245592 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1245652.875000 Penalty: 4589.210938
	Iteration 28Q: 3 clusters Score -1245653 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1245698.125000 Penalty: 4589.210938
	Iteration 29Q: 3 clusters Score -1245698 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1245728.625000 Penalty: 4589.210938
	Iteration 30Q: 3 clusters Score -1245729 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1245756.875000 Penalty: 4589.210938
	Iteration 31Q: 3 clusters Score -1245757 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1245775.375000 Penalty: 4589.210938
	Iteration 32Q: 3 clusters Score -1245775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1245788.625000 Penalty: 4589.210938
	Iteration 33Q: 3 clusters Score -1245789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1245795.875000 Penalty: 4589.210938
	Iteration 34Q: 3 clusters Score -1245796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1245801.750000 Penalty: 4589.210938
	Iteration 35Q: 3 clusters Score -1245802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1245800.000000 Penalty: 4589.210938
	Iteration 36Q: 3 clusters Score -1245800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1245808.500000 Penalty: 4589.210938
	Iteration 37Q: 3 clusters Score -1245808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1245809.750000 Penalty: 4589.210938
	Iteration 38Q: 3 clusters Score -1245810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1245814.125000 Penalty: 4589.210938
	Iteration 39Q: 3 clusters Score -1245814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1245816.250000 Penalty: 4589.210938
	Iteration 40F: 3 clusters Score -1245816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1245822.625000 Penalty: 4589.210938
	Iteration 41Q: 3 clusters Score -1245823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1245823.500000 Penalty: 4589.210938
	Iteration 42Q: 3 clusters Score -1245824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1245824.250000 Penalty: 4589.210938
	Iteration 43Q: 3 clusters Score -1245824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1245826.000000 Penalty: 4589.210938
	Iteration 44Q: 3 clusters Score -1245826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1245825.000000 Penalty: 4589.210938
	Iteration 45Q: 3 clusters Score -1245825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1245828.500000 Penalty: 4589.210938
	Iteration 46Q: 3 clusters Score -1245828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1245828.375000 Penalty: 4589.210938
	Iteration 47Q: 3 clusters Score -1245828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1245829.250000 Penalty: 4589.210938
	Iteration 48Q: 3 clusters Score -1245829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1245829.250000 Penalty: 4589.210938
	Iteration 49Q: 3 clusters Score -1245829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1245829.000000 Penalty: 4589.210938
	Iteration 50Q: 3 clusters Score -1245829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1245829.000000 Penalty: 4589.210938
	Iteration 51F: 3 clusters Score -1245829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55806 members 
Entering Unmasked Estep 
Score: -7013866.000000 Penalty: 2710.550049
	Iteration 0F: 2 clusters Score -7013866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -6976361.000000 Penalty: 5421.100098
	Iteration 0F: 3 clusters Score -6976361 nChanged 25894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -6990755.500000 Penalty: 5421.100098
	Iteration 1F: 3 clusters Score -6990756 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -6991679.000000 Penalty: 5421.100098
	Iteration 2Q: 3 clusters Score -6991679 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -6992995.000000 Penalty: 5421.100098
	Iteration 3F: 3 clusters Score -6992995 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -6994973.000000 Penalty: 5421.100098
	Iteration 4F: 3 clusters Score -6994973 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -6997833.500000 Penalty: 5421.100098
	Iteration 5F: 3 clusters Score -6997834 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -7001634.000000 Penalty: 5421.100098
	Iteration 6F: 3 clusters Score -7001634 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -7005454.000000 Penalty: 5421.100098
	Iteration 7F: 3 clusters Score -7005454 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -7008351.000000 Penalty: 5421.100098
	Iteration 8F: 3 clusters Score -7008351 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -7009896.000000 Penalty: 5421.100098
	Iteration 9Q: 3 clusters Score -7009896 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -7010690.500000 Penalty: 5421.100098
	Iteration 10Q: 3 clusters Score -7010690 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -7011057.000000 Penalty: 5421.100098
	Iteration 11Q: 3 clusters Score -7011057 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -7011246.500000 Penalty: 5421.100098
	Iteration 12Q: 3 clusters Score -7011246 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -7011433.500000 Penalty: 5421.100098
	Iteration 13Q: 3 clusters Score -7011434 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -7011534.500000 Penalty: 5421.100098
	Iteration 14Q: 3 clusters Score -7011534 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52700 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -7011634.000000 Penalty: 5421.100098
	Iteration 15Q: 3 clusters Score -7011634 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -7011701.500000 Penalty: 5421.100098
	Iteration 16Q: 3 clusters Score -7011702 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53061 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -7011764.000000 Penalty: 5421.100098
	Iteration 17Q: 3 clusters Score -7011764 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -7011810.000000 Penalty: 5421.100098
	Iteration 18Q: 3 clusters Score -7011810 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53305 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -7011847.000000 Penalty: 5421.100098
	Iteration 19Q: 3 clusters Score -7011847 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -7011869.000000 Penalty: 5421.100098
	Iteration 20F: 3 clusters Score -7011869 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -7011895.000000 Penalty: 5421.100098
	Iteration 21Q: 3 clusters Score -7011895 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53553 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -7011913.000000 Penalty: 5421.100098
	Iteration 22Q: 3 clusters Score -7011913 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53615 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -7011932.000000 Penalty: 5421.100098
	Iteration 23Q: 3 clusters Score -7011932 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -7011931.500000 Penalty: 5421.100098
	Iteration 24Q: 3 clusters Score -7011932 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53726 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -7011958.500000 Penalty: 5421.100098
	Iteration 25Q: 3 clusters Score -7011958 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -7011976.000000 Penalty: 5421.100098
	Iteration 26Q: 3 clusters Score -7011976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -7011976.500000 Penalty: 5421.100098
	Iteration 27Q: 3 clusters Score -7011976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -7011989.000000 Penalty: 5421.100098
	Iteration 28Q: 3 clusters Score -7011989 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -7012010.000000 Penalty: 5421.100098
	Iteration 29Q: 3 clusters Score -7012010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53893 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7012025.000000 Penalty: 5421.100098
	Iteration 30Q: 3 clusters Score -7012025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53904 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -7012022.500000 Penalty: 5421.100098
	Iteration 31Q: 3 clusters Score -7012022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53912 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -7012027.500000 Penalty: 5421.100098
	Iteration 32Q: 3 clusters Score -7012028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7012021.000000 Penalty: 5421.100098
	Iteration 33Q: 3 clusters Score -7012021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53923 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -7012024.000000 Penalty: 5421.100098
	Iteration 34Q: 3 clusters Score -7012024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -7012019.500000 Penalty: 5421.100098
	Iteration 35Q: 3 clusters Score -7012020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -7012019.500000 Penalty: 5421.100098
	Iteration 36Q: 3 clusters Score -7012020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -7012043.000000 Penalty: 5421.100098
	Iteration 37Q: 3 clusters Score -7012043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53952 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -7012048.000000 Penalty: 5421.100098
	Iteration 38Q: 3 clusters Score -7012048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -7012039.000000 Penalty: 5421.100098
	Iteration 39Q: 3 clusters Score -7012039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53962 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -7012040.500000 Penalty: 5421.100098
	Iteration 40F: 3 clusters Score -7012040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -7012038.500000 Penalty: 5421.100098
	Iteration 41Q: 3 clusters Score -7012038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -7012043.500000 Penalty: 5421.100098
	Iteration 42Q: 3 clusters Score -7012044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -7012043.500000 Penalty: 5421.100098
	Iteration 43F: 3 clusters Score -7012044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Entering Unmasked Estep 
Score: -2467656.500000 Penalty: 2458.851562
	Iteration 0F: 2 clusters Score -2467656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2453377.000000 Penalty: 4917.703125
	Iteration 0F: 3 clusters Score -2453377 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2458259.250000 Penalty: 4917.703125
	Iteration 1F: 3 clusters Score -2458259 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2458722.000000 Penalty: 4917.703125
	Iteration 2F: 3 clusters Score -2458722 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2459099.000000 Penalty: 4917.703125
	Iteration 3Q: 3 clusters Score -2459099 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2459459.750000 Penalty: 4917.703125
	Iteration 4Q: 3 clusters Score -2459460 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2459816.250000 Penalty: 4917.703125
	Iteration 5Q: 3 clusters Score -2459816 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2460231.250000 Penalty: 4917.703125
	Iteration 6Q: 3 clusters Score -2460231 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2460730.500000 Penalty: 4917.703125
	Iteration 7Q: 3 clusters Score -2460730 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2461289.750000 Penalty: 4917.703125
	Iteration 8Q: 3 clusters Score -2461290 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2461834.000000 Penalty: 4917.703125
	Iteration 9Q: 3 clusters Score -2461834 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2462321.250000 Penalty: 4917.703125
	Iteration 10Q: 3 clusters Score -2462321 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2462701.000000 Penalty: 4917.703125
	Iteration 11Q: 3 clusters Score -2462701 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2463013.750000 Penalty: 4917.703125
	Iteration 12Q: 3 clusters Score -2463014 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2463206.000000 Penalty: 4917.703125
	Iteration 13Q: 3 clusters Score -2463206 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2463328.750000 Penalty: 4917.703125
	Iteration 14Q: 3 clusters Score -2463329 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2463434.000000 Penalty: 4917.703125
	Iteration 15Q: 3 clusters Score -2463434 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2463523.250000 Penalty: 4917.703125
	Iteration 16Q: 3 clusters Score -2463523 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2463585.250000 Penalty: 4917.703125
	Iteration 17Q: 3 clusters Score -2463585 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2463631.500000 Penalty: 4917.703125
	Iteration 18Q: 3 clusters Score -2463632 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2463679.250000 Penalty: 4917.703125
	Iteration 19Q: 3 clusters Score -2463679 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2463724.750000 Penalty: 4917.703125
	Iteration 20F: 3 clusters Score -2463725 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2463764.500000 Penalty: 4917.703125
	Iteration 21Q: 3 clusters Score -2463764 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2463788.750000 Penalty: 4917.703125
	Iteration 22Q: 3 clusters Score -2463789 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2463824.750000 Penalty: 4917.703125
	Iteration 23Q: 3 clusters Score -2463825 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2463856.750000 Penalty: 4917.703125
	Iteration 24Q: 3 clusters Score -2463857 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2463872.250000 Penalty: 4917.703125
	Iteration 25Q: 3 clusters Score -2463872 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2463895.500000 Penalty: 4917.703125
	Iteration 26Q: 3 clusters Score -2463896 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2463905.250000 Penalty: 4917.703125
	Iteration 27Q: 3 clusters Score -2463905 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2463918.750000 Penalty: 4917.703125
	Iteration 28Q: 3 clusters Score -2463919 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2463923.750000 Penalty: 4917.703125
	Iteration 29Q: 3 clusters Score -2463924 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2463939.500000 Penalty: 4917.703125
	Iteration 30Q: 3 clusters Score -2463940 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2463944.000000 Penalty: 4917.703125
	Iteration 31Q: 3 clusters Score -2463944 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2463950.000000 Penalty: 4917.703125
	Iteration 32Q: 3 clusters Score -2463950 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2463962.250000 Penalty: 4917.703125
	Iteration 33Q: 3 clusters Score -2463962 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2463972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2463975.500000 Penalty: 4917.703125
	Iteration 35Q: 3 clusters Score -2463976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2463979.500000 Penalty: 4917.703125
	Iteration 36Q: 3 clusters Score -2463980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2463989.000000 Penalty: 4917.703125
	Iteration 37Q: 3 clusters Score -2463989 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2463996.250000 Penalty: 4917.703125
	Iteration 38Q: 3 clusters Score -2463996 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2464005.000000 Penalty: 4917.703125
	Iteration 39Q: 3 clusters Score -2464005 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2464008.250000 Penalty: 4917.703125
	Iteration 40F: 3 clusters Score -2464008 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2464019.500000 Penalty: 4917.703125
	Iteration 41Q: 3 clusters Score -2464020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2464029.250000 Penalty: 4917.703125
	Iteration 42Q: 3 clusters Score -2464029 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2464031.000000 Penalty: 4917.703125
	Iteration 43Q: 3 clusters Score -2464031 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2464029 nChanged 43
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Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2464036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2464041.500000 Penalty: 4917.703125
	Iteration 46Q: 3 clusters Score -2464042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2464047 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2464050.250000 Penalty: 4917.703125
	Iteration 48Q: 3 clusters Score -2464050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2464055.250000 Penalty: 4917.703125
	Iteration 49Q: 3 clusters Score -2464055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2464054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2464059.250000 Penalty: 4917.703125
	Iteration 51Q: 3 clusters Score -2464059 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2464064 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 6980 members 
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	Iteration 53Q: 3 clusters Score -2464064 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2464065 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2464066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2464073.250000 Penalty: 4917.703125
	Iteration 56Q: 3 clusters Score -2464073 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2464068 nChanged 11
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Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 6944 members 
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	Iteration 58Q: 3 clusters Score -2464069 nChanged 13
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Mstep: Class 1 contains 13281 members 
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	Iteration 59Q: 3 clusters Score -2464074 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2464072 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 6937 members 
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	Iteration 61Q: 3 clusters Score -2464078 nChanged 9
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Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 6932 members 
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	Iteration 62Q: 3 clusters Score -2464079 nChanged 10
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Mstep: Class 1 contains 13300 members 
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	Iteration 63Q: 3 clusters Score -2464082 nChanged 12
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Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 6920 members 
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	Iteration 64Q: 3 clusters Score -2464082 nChanged 7
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Mstep: Class 1 contains 13307 members 
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	Iteration 65Q: 3 clusters Score -2464085 nChanged 6
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Mstep: Class 1 contains 13311 members 
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	Iteration 66Q: 3 clusters Score -2464081 nChanged 8
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Mstep: Class 1 contains 13311 members 
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	Iteration 67Q: 3 clusters Score -2464084 nChanged 10
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	Iteration 68Q: 3 clusters Score -2464084 nChanged 14
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Mstep: Class 1 contains 13315 members 
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	Iteration 69Q: 3 clusters Score -2464092 nChanged 19
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Mstep: Class 1 contains 13324 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2464093 nChanged 28
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Mstep: Class 1 contains 13330 members 
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	Iteration 71Q: 3 clusters Score -2464094 nChanged 20
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Mstep: Class 1 contains 13340 members 
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	Iteration 72Q: 3 clusters Score -2464094 nChanged 24
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Mstep: Class 1 contains 13346 members 
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	Iteration 73Q: 3 clusters Score -2464094 nChanged 25
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Mstep: Class 1 contains 13361 members 
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	Iteration 74Q: 3 clusters Score -2464095 nChanged 21
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Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 6852 members 
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	Iteration 75Q: 3 clusters Score -2464095 nChanged 20
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Mstep: Class 1 contains 13384 members 
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	Iteration 76Q: 3 clusters Score -2464090 nChanged 24
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Mstep: Class 1 contains 13394 members 
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	Iteration 77Q: 3 clusters Score -2464092 nChanged 18
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Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 6822 members 
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	Iteration 78Q: 3 clusters Score -2464091 nChanged 22
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Mstep: Class 1 contains 13420 members 
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	Iteration 79Q: 3 clusters Score -2464098 nChanged 24
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Mstep: Class 1 contains 13438 members 
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	Iteration 80F: 3 clusters Score -2464105 nChanged 36
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Mstep: Class 1 contains 13462 members 
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	Iteration 81Q: 3 clusters Score -2464114 nChanged 45
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Mstep: Class 1 contains 13485 members 
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	Iteration 82Q: 3 clusters Score -2464124 nChanged 49
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Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 6724 members 
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	Iteration 83Q: 3 clusters Score -2464132 nChanged 67
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Mstep: Class 1 contains 13521 members 
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	Iteration 84Q: 3 clusters Score -2464145 nChanged 73
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Mstep: Class 1 contains 13556 members 
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	Iteration 85Q: 3 clusters Score -2464155 nChanged 69
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Mstep: Class 1 contains 13585 members 
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	Iteration 86Q: 3 clusters Score -2464160 nChanged 65
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Mstep: Class 1 contains 13620 members 
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	Iteration 87Q: 3 clusters Score -2464166 nChanged 77
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Mstep: Class 1 contains 13659 members 
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	Iteration 88Q: 3 clusters Score -2464179 nChanged 57
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Mstep: Class 1 contains 13686 members 
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	Iteration 89Q: 3 clusters Score -2464188 nChanged 47
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Mstep: Class 1 contains 13715 members 
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	Iteration 90Q: 3 clusters Score -2464187 nChanged 56
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Mstep: Class 1 contains 13739 members 
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	Iteration 91Q: 3 clusters Score -2464199 nChanged 49
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Mstep: Class 1 contains 13772 members 
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	Iteration 92Q: 3 clusters Score -2464209 nChanged 54
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Mstep: Class 1 contains 13810 members 
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	Iteration 93Q: 3 clusters Score -2464216 nChanged 42
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Mstep: Class 1 contains 13840 members 
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	Iteration 94Q: 3 clusters Score -2464223 nChanged 47
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Mstep: Class 1 contains 13867 members 
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	Iteration 95Q: 3 clusters Score -2464224 nChanged 47
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Mstep: Class 1 contains 13900 members 
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Score: -2464233.750000 Penalty: 4917.703125
	Iteration 96Q: 3 clusters Score -2464234 nChanged 38
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Mstep: Class 1 contains 13918 members 
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	Iteration 97Q: 3 clusters Score -2464237 nChanged 40
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Mstep: Class 1 contains 13940 members 
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	Iteration 98Q: 3 clusters Score -2464234 nChanged 37
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Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2464241 nChanged 31
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Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2464241 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2464242 nChanged 33
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Mstep: Class 1 contains 14034 members 
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	Iteration 102Q: 3 clusters Score -2464247 nChanged 35
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Mstep: Class 1 contains 14065 members 
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	Iteration 103Q: 3 clusters Score -2464259 nChanged 28
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Mstep: Class 1 contains 14089 members 
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	Iteration 105Q: 3 clusters Score -2464267 nChanged 23
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	Iteration 106Q: 3 clusters Score -2464268 nChanged 23
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	Iteration 107Q: 3 clusters Score -2464274 nChanged 26
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	Iteration 108Q: 3 clusters Score -2464274 nChanged 28
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	Iteration 109Q: 3 clusters Score -2464280 nChanged 26
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	Iteration 110Q: 3 clusters Score -2464280 nChanged 35
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Mstep: Class 2 contains 5991 members 
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	Iteration 111Q: 3 clusters Score -2464291 nChanged 40
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	Iteration 112Q: 3 clusters Score -2464291 nChanged 41
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	Iteration 113Q: 3 clusters Score -2464304 nChanged 44
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	Iteration 114Q: 3 clusters Score -2464307 nChanged 51
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	Iteration 115Q: 3 clusters Score -2464314 nChanged 47
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	Iteration 116Q: 3 clusters Score -2464314 nChanged 47
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	Iteration 117Q: 3 clusters Score -2464320 nChanged 59
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	Iteration 119Q: 3 clusters Score -2464329 nChanged 43
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	Iteration 120F: 3 clusters Score -2464344 nChanged 43
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	Iteration 121Q: 3 clusters Score -2464340 nChanged 43
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	Iteration 122Q: 3 clusters Score -2464342 nChanged 38
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	Iteration 123Q: 3 clusters Score -2464352 nChanged 34
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	Iteration 124Q: 3 clusters Score -2464358 nChanged 34
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	Iteration 125Q: 3 clusters Score -2464371 nChanged 38
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	Iteration 126Q: 3 clusters Score -2464372 nChanged 39
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Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 5375 members 
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Mstep: Class 2 contains 5340 members 
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Mstep: Class 1 contains 14922 members 
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	Iteration 129Q: 3 clusters Score -2464386 nChanged 36
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Mstep: Class 2 contains 5272 members 
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	Iteration 130Q: 3 clusters Score -2464393 nChanged 32
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Mstep: Class 1 contains 14986 members 
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	Iteration 131Q: 3 clusters Score -2464406 nChanged 35
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Mstep: Class 1 contains 15019 members 
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	Iteration 132Q: 3 clusters Score -2464406 nChanged 41
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Mstep: Class 1 contains 15056 members 
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	Iteration 140F: 3 clusters Score -2464465 nChanged 38
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Mstep: Class 1 contains 15460 members 
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Mstep: Class 1 contains 15557 members 
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	Iteration 144Q: 3 clusters Score -2464499 nChanged 63
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Mstep: Class 1 contains 15618 members 
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Mstep: Class 1 contains 15679 members 
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	Iteration 146Q: 3 clusters Score -2464515 nChanged 66
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Mstep: Class 1 contains 15743 members 
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	Iteration 147Q: 3 clusters Score -2464528 nChanged 60
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Mstep: Class 1 contains 15801 members 
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	Iteration 148Q: 3 clusters Score -2464542 nChanged 64
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	Iteration 149Q: 3 clusters Score -2464553 nChanged 68
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Mstep: Class 1 contains 15929 members 
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	Iteration 150Q: 3 clusters Score -2464561 nChanged 74
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Mstep: Class 1 contains 16001 members 
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Mstep: Class 1 contains 16351 members 
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	Iteration 157Q: 3 clusters Score -2464647 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16415 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2464680 nChanged 61
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Mstep: Class 1 contains 16476 members 
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	Iteration 159Q: 3 clusters Score -2464688 nChanged 43
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Mstep: Class 1 contains 16519 members 
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	Iteration 160F: 3 clusters Score -2464702 nChanged 53
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	Iteration 161Q: 3 clusters Score -2464703 nChanged 59
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Mstep: Class 1 contains 16627 members 
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	Iteration 163Q: 3 clusters Score -2464733 nChanged 61
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Mstep: Class 1 contains 16923 members 
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	Iteration 166Q: 3 clusters Score -2464800 nChanged 96
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Mstep: Class 1 contains 17015 members 
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	Iteration 167Q: 3 clusters Score -2464813 nChanged 97
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Mstep: Class 1 contains 17112 members 
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	Iteration 168Q: 3 clusters Score -2464839 nChanged 101
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Mstep: Class 1 contains 17213 members 
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	Iteration 169Q: 3 clusters Score -2464869 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 2904 members 
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	Iteration 170Q: 3 clusters Score -2464908 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2464948 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2464990 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2465041 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 2409 members 
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	Iteration 174Q: 3 clusters Score -2465100 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2465150 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2465194 nChanged 109
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Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2465232 nChanged 90
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Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 1965 members 
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	Iteration 178Q: 3 clusters Score -2465262 nChanged 71
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Mstep: Class 1 contains 18332 members 
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	Iteration 179Q: 3 clusters Score -2465294 nChanged 76
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Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2465318 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2465343 nChanged 66
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Mstep: Class 1 contains 18522 members 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2465366 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2465391 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2465416 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2465441 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2465475 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2465498 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2465512.250000 Penalty: 4917.703125
	Iteration 188Q: 3 clusters Score -2465512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2465533 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2465544 nChanged 32
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Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2465565 nChanged 27
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Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 1243 members 
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	Iteration 192Q: 3 clusters Score -2465577 nChanged 21
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Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 1222 members 
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	Iteration 193Q: 3 clusters Score -2465585 nChanged 17
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Mstep: Class 1 contains 19021 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2465590 nChanged 13
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Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 1192 members 
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	Iteration 195Q: 3 clusters Score -2465595 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2465599 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2465600.000000 Penalty: 4917.703125
	Iteration 197Q: 3 clusters Score -2465600 nChanged 14
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Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2465606 nChanged 7
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Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2465608 nChanged 8
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Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -2465615 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2465616.500000 Penalty: 4917.703125
	Iteration 201Q: 3 clusters Score -2465616 nChanged 14
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Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2465620 nChanged 16
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Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2465631.500000 Penalty: 4917.703125
	Iteration 203Q: 3 clusters Score -2465632 nChanged 23
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Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 1085 members 
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	Iteration 204Q: 3 clusters Score -2465640 nChanged 12
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Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2465641 nChanged 13
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Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 1068 members 
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	Iteration 206Q: 3 clusters Score -2465645 nChanged 7
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Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -2465650 nChanged 10
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Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -2465656 nChanged 8
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Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 1047 members 
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	Iteration 209Q: 3 clusters Score -2465658 nChanged 6
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Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2465660 nChanged 4
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Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -2465661 nChanged 3
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Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -2465663 nChanged 4
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Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2465666 nChanged 2
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Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -2465665 nChanged 1
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Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -2465668 nChanged 1
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Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -2465670 nChanged 1
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Mstep: Class 1 contains 19195 members 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2465669 nChanged 0
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Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
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	Iteration 218F: 3 clusters Score -2465669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22572 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -2730233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2714454.250000 Penalty: 4972.134766
	Iteration 0F: 3 clusters Score -2714454 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2719871.750000 Penalty: 4972.134766
	Iteration 1F: 3 clusters Score -2719872 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2720523.250000 Penalty: 4972.134766
	Iteration 2F: 3 clusters Score -2720523 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2721225.750000 Penalty: 4972.134766
	Iteration 3F: 3 clusters Score -2721226 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2721902.250000 Penalty: 4972.134766
	Iteration 4F: 3 clusters Score -2721902 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2722517.750000 Penalty: 4972.134766
	Iteration 5F: 3 clusters Score -2722518 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2723099.000000 Penalty: 4972.134766
	Iteration 6F: 3 clusters Score -2723099 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2723642.000000 Penalty: 4972.134766
	Iteration 7F: 3 clusters Score -2723642 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2724169.500000 Penalty: 4972.134766
	Iteration 8Q: 3 clusters Score -2724170 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2724642.500000 Penalty: 4972.134766
	Iteration 9Q: 3 clusters Score -2724642 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2725121.250000 Penalty: 4972.134766
	Iteration 10Q: 3 clusters Score -2725121 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2725615.500000 Penalty: 4972.134766
	Iteration 11Q: 3 clusters Score -2725616 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2726147.500000 Penalty: 4972.134766
	Iteration 12Q: 3 clusters Score -2726148 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2726686.750000 Penalty: 4972.134766
	Iteration 13Q: 3 clusters Score -2726687 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2727263.500000 Penalty: 4972.134766
	Iteration 14Q: 3 clusters Score -2727264 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2727662.250000 Penalty: 4972.134766
	Iteration 15Q: 3 clusters Score -2727662 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2727882.500000 Penalty: 4972.134766
	Iteration 16Q: 3 clusters Score -2727882 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2728006.000000 Penalty: 4972.134766
	Iteration 17Q: 3 clusters Score -2728006 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2728112.000000 Penalty: 4972.134766
	Iteration 18Q: 3 clusters Score -2728112 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2728200.750000 Penalty: 4972.134766
	Iteration 19Q: 3 clusters Score -2728201 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2728246.250000 Penalty: 4972.134766
	Iteration 20F: 3 clusters Score -2728246 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2728311.500000 Penalty: 4972.134766
	Iteration 21Q: 3 clusters Score -2728312 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2728357.750000 Penalty: 4972.134766
	Iteration 22Q: 3 clusters Score -2728358 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2728408.250000 Penalty: 4972.134766
	Iteration 23Q: 3 clusters Score -2728408 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2728449.500000 Penalty: 4972.134766
	Iteration 24Q: 3 clusters Score -2728450 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2728484.250000 Penalty: 4972.134766
	Iteration 25Q: 3 clusters Score -2728484 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2728512.000000 Penalty: 4972.134766
	Iteration 26Q: 3 clusters Score -2728512 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -2728527.250000 Penalty: 4972.134766
	Iteration 27Q: 3 clusters Score -2728527 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2728543.000000 Penalty: 4972.134766
	Iteration 28Q: 3 clusters Score -2728543 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2728547.750000 Penalty: 4972.134766
	Iteration 29Q: 3 clusters Score -2728548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2728549.750000 Penalty: 4972.134766
	Iteration 30Q: 3 clusters Score -2728550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2728565.750000 Penalty: 4972.134766
	Iteration 31Q: 3 clusters Score -2728566 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2728566.500000 Penalty: 4972.134766
	Iteration 32Q: 3 clusters Score -2728566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2728581.500000 Penalty: 4972.134766
	Iteration 33Q: 3 clusters Score -2728582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -2728589.000000 Penalty: 4972.134766
	Iteration 34Q: 3 clusters Score -2728589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2728590.500000 Penalty: 4972.134766
	Iteration 35Q: 3 clusters Score -2728590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2728593.000000 Penalty: 4972.134766
	Iteration 36Q: 3 clusters Score -2728593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2728599.250000 Penalty: 4972.134766
	Iteration 37Q: 3 clusters Score -2728599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -2728596.500000 Penalty: 4972.134766
	Iteration 38Q: 3 clusters Score -2728596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2728603.500000 Penalty: 4972.134766
	Iteration 39Q: 3 clusters Score -2728604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2728603.250000 Penalty: 4972.134766
	Iteration 40F: 3 clusters Score -2728603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2728604.250000 Penalty: 4972.134766
	Iteration 41Q: 3 clusters Score -2728604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2728611.750000 Penalty: 4972.134766
	Iteration 42Q: 3 clusters Score -2728612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2728616.000000 Penalty: 4972.134766
	Iteration 43Q: 3 clusters Score -2728616 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2728632.750000 Penalty: 4972.134766
	Iteration 44Q: 3 clusters Score -2728633 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -2728647.500000 Penalty: 4972.134766
	Iteration 45Q: 3 clusters Score -2728648 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2728652.500000 Penalty: 4972.134766
	Iteration 46Q: 3 clusters Score -2728652 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2728663.250000 Penalty: 4972.134766
	Iteration 47Q: 3 clusters Score -2728663 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2728670.250000 Penalty: 4972.134766
	Iteration 48Q: 3 clusters Score -2728670 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2728676.500000 Penalty: 4972.134766
	Iteration 49Q: 3 clusters Score -2728676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2728681.250000 Penalty: 4972.134766
	Iteration 50Q: 3 clusters Score -2728681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2728689.250000 Penalty: 4972.134766
	Iteration 51Q: 3 clusters Score -2728689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -2728694.000000 Penalty: 4972.134766
	Iteration 52Q: 3 clusters Score -2728694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2728705.500000 Penalty: 4972.134766
	Iteration 53Q: 3 clusters Score -2728706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2728718.750000 Penalty: 4972.134766
	Iteration 54Q: 3 clusters Score -2728719 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -2728723.250000 Penalty: 4972.134766
	Iteration 55Q: 3 clusters Score -2728723 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2728738.000000 Penalty: 4972.134766
	Iteration 56Q: 3 clusters Score -2728738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2728742.750000 Penalty: 4972.134766
	Iteration 57Q: 3 clusters Score -2728743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2728757.750000 Penalty: 4972.134766
	Iteration 58Q: 3 clusters Score -2728758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2728777.750000 Penalty: 4972.134766
	Iteration 59Q: 3 clusters Score -2728778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2728780.500000 Penalty: 4972.134766
	Iteration 60F: 3 clusters Score -2728780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -2728793.500000 Penalty: 4972.134766
	Iteration 61Q: 3 clusters Score -2728794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -2728793.250000 Penalty: 4972.134766
	Iteration 62Q: 3 clusters Score -2728793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2728799.250000 Penalty: 4972.134766
	Iteration 63Q: 3 clusters Score -2728799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2728804.750000 Penalty: 4972.134766
	Iteration 64Q: 3 clusters Score -2728805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2728811.250000 Penalty: 4972.134766
	Iteration 65Q: 3 clusters Score -2728811 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2728820.500000 Penalty: 4972.134766
	Iteration 66Q: 3 clusters Score -2728820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2728823.750000 Penalty: 4972.134766
	Iteration 67Q: 3 clusters Score -2728824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2728836.250000 Penalty: 4972.134766
	Iteration 68Q: 3 clusters Score -2728836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2728844.500000 Penalty: 4972.134766
	Iteration 69Q: 3 clusters Score -2728844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -2728857.250000 Penalty: 4972.134766
	Iteration 70Q: 3 clusters Score -2728857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2728879.250000 Penalty: 4972.134766
	Iteration 71Q: 3 clusters Score -2728879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2728883.250000 Penalty: 4972.134766
	Iteration 72Q: 3 clusters Score -2728883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -2728890.250000 Penalty: 4972.134766
	Iteration 73Q: 3 clusters Score -2728890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2728895.750000 Penalty: 4972.134766
	Iteration 74Q: 3 clusters Score -2728896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -2728901.250000 Penalty: 4972.134766
	Iteration 75Q: 3 clusters Score -2728901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2728900.500000 Penalty: 4972.134766
	Iteration 76Q: 3 clusters Score -2728900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2728905.000000 Penalty: 4972.134766
	Iteration 77Q: 3 clusters Score -2728905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2728906.750000 Penalty: 4972.134766
	Iteration 78Q: 3 clusters Score -2728907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2728910.000000 Penalty: 4972.134766
	Iteration 79Q: 3 clusters Score -2728910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -2728905.250000 Penalty: 4972.134766
	Iteration 80F: 3 clusters Score -2728905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2728909.750000 Penalty: 4972.134766
	Iteration 81Q: 3 clusters Score -2728910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2728911.250000 Penalty: 4972.134766
	Iteration 82Q: 3 clusters Score -2728911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2728910.000000 Penalty: 4972.134766
	Iteration 83Q: 3 clusters Score -2728910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2728906.500000 Penalty: 4972.134766
	Iteration 84Q: 3 clusters Score -2728906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2728906.500000 Penalty: 4972.134766
	Iteration 85F: 3 clusters Score -2728906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Entering Unmasked Estep 
Score: -3145547.250000 Penalty: 2541.793457
	Iteration 0F: 2 clusters Score -3145547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -3126190.500000 Penalty: 5083.586914
	Iteration 0F: 3 clusters Score -3126190 nChanged 12693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -3133470.250000 Penalty: 5083.586914
	Iteration 1F: 3 clusters Score -3133470 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3134176.750000 Penalty: 5083.586914
	Iteration 2F: 3 clusters Score -3134177 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -3134799.250000 Penalty: 5083.586914
	Iteration 3Q: 3 clusters Score -3134799 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -3135520.750000 Penalty: 5083.586914
	Iteration 4Q: 3 clusters Score -3135521 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -3136328.250000 Penalty: 5083.586914
	Iteration 5F: 3 clusters Score -3136328 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -3137328.750000 Penalty: 5083.586914
	Iteration 6F: 3 clusters Score -3137329 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -3138407.750000 Penalty: 5083.586914
	Iteration 7F: 3 clusters Score -3138408 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -3139281.000000 Penalty: 5083.586914
	Iteration 8F: 3 clusters Score -3139281 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -3139933.250000 Penalty: 5083.586914
	Iteration 9Q: 3 clusters Score -3139933 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -3140315.750000 Penalty: 5083.586914
	Iteration 10Q: 3 clusters Score -3140316 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3140583.500000 Penalty: 5083.586914
	Iteration 11Q: 3 clusters Score -3140584 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -3140772.250000 Penalty: 5083.586914
	Iteration 12Q: 3 clusters Score -3140772 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -3140906.750000 Penalty: 5083.586914
	Iteration 13Q: 3 clusters Score -3140907 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -3141044.500000 Penalty: 5083.586914
	Iteration 14Q: 3 clusters Score -3141044 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -3141129.250000 Penalty: 5083.586914
	Iteration 15Q: 3 clusters Score -3141129 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -3141236.500000 Penalty: 5083.586914
	Iteration 16Q: 3 clusters Score -3141236 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -3141326.000000 Penalty: 5083.586914
	Iteration 17Q: 3 clusters Score -3141326 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -3141417.000000 Penalty: 5083.586914
	Iteration 18Q: 3 clusters Score -3141417 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -3141511.000000 Penalty: 5083.586914
	Iteration 19Q: 3 clusters Score -3141511 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3141568 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3141648.000000 Penalty: 5083.586914
	Iteration 21Q: 3 clusters Score -3141648 nChanged 308
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -3141731.750000 Penalty: 5083.586914
	Iteration 22Q: 3 clusters Score -3141732 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -3141805.750000 Penalty: 5083.586914
	Iteration 23Q: 3 clusters Score -3141806 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -3141898.750000 Penalty: 5083.586914
	Iteration 24Q: 3 clusters Score -3141899 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -3141971.750000 Penalty: 5083.586914
	Iteration 25Q: 3 clusters Score -3141972 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -3142058.000000 Penalty: 5083.586914
	Iteration 26Q: 3 clusters Score -3142058 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3142143 nChanged 352
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3142247 nChanged 340
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -3142340.250000 Penalty: 5083.586914
	Iteration 29Q: 3 clusters Score -3142340 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -3142421.750000 Penalty: 5083.586914
	Iteration 30Q: 3 clusters Score -3142422 nChanged 303
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -3142489.000000 Penalty: 5083.586914
	Iteration 31Q: 3 clusters Score -3142489 nChanged 314
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -3142566.750000 Penalty: 5083.586914
	Iteration 32Q: 3 clusters Score -3142567 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3142650 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3142737 nChanged 296
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3142814 nChanged 299
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -3142875.750000 Penalty: 5083.586914
	Iteration 36Q: 3 clusters Score -3142876 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -3142913.250000 Penalty: 5083.586914
	Iteration 37Q: 3 clusters Score -3142913 nChanged 227
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3142957 nChanged 232
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Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -3143013.250000 Penalty: 5083.586914
	Iteration 39Q: 3 clusters Score -3143013 nChanged 213
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Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -3143052.250000 Penalty: 5083.586914
	Iteration 40F: 3 clusters Score -3143052 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3143099 nChanged 189
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Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -3143141.750000 Penalty: 5083.586914
	Iteration 42Q: 3 clusters Score -3143142 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -3143170.000000 Penalty: 5083.586914
	Iteration 43Q: 3 clusters Score -3143170 nChanged 182
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -3143200.500000 Penalty: 5083.586914
	Iteration 44Q: 3 clusters Score -3143200 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -3143240.000000 Penalty: 5083.586914
	Iteration 45Q: 3 clusters Score -3143240 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3143276 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -3143293.500000 Penalty: 5083.586914
	Iteration 47Q: 3 clusters Score -3143294 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -3143328.250000 Penalty: 5083.586914
	Iteration 48Q: 3 clusters Score -3143328 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -3143368.250000 Penalty: 5083.586914
	Iteration 49Q: 3 clusters Score -3143368 nChanged 165
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -3143388.000000 Penalty: 5083.586914
	Iteration 50Q: 3 clusters Score -3143388 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -3143423.750000 Penalty: 5083.586914
	Iteration 51Q: 3 clusters Score -3143424 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -3143458.000000 Penalty: 5083.586914
	Iteration 52Q: 3 clusters Score -3143458 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -3143470.500000 Penalty: 5083.586914
	Iteration 53Q: 3 clusters Score -3143470 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3143495 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -3143533.250000 Penalty: 5083.586914
	Iteration 55Q: 3 clusters Score -3143533 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -3143550.750000 Penalty: 5083.586914
	Iteration 56Q: 3 clusters Score -3143551 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3143568 nChanged 88
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Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3143587.250000 Penalty: 5083.586914
	Iteration 58Q: 3 clusters Score -3143587 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3143601.000000 Penalty: 5083.586914
	Iteration 59Q: 3 clusters Score -3143601 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -3143616.250000 Penalty: 5083.586914
	Iteration 60F: 3 clusters Score -3143616 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -3143628.000000 Penalty: 5083.586914
	Iteration 61Q: 3 clusters Score -3143628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -3143638.000000 Penalty: 5083.586914
	Iteration 62Q: 3 clusters Score -3143638 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -3143653.750000 Penalty: 5083.586914
	Iteration 63Q: 3 clusters Score -3143654 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3143656.000000 Penalty: 5083.586914
	Iteration 64Q: 3 clusters Score -3143656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -3143669.750000 Penalty: 5083.586914
	Iteration 65Q: 3 clusters Score -3143670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -3143679.000000 Penalty: 5083.586914
	Iteration 66Q: 3 clusters Score -3143679 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3143684.750000 Penalty: 5083.586914
	Iteration 67Q: 3 clusters Score -3143685 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3143694.250000 Penalty: 5083.586914
	Iteration 68Q: 3 clusters Score -3143694 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -3143712.750000 Penalty: 5083.586914
	Iteration 69Q: 3 clusters Score -3143713 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -3143714.000000 Penalty: 5083.586914
	Iteration 70Q: 3 clusters Score -3143714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -3143715.250000 Penalty: 5083.586914
	Iteration 71Q: 3 clusters Score -3143715 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -3143721.500000 Penalty: 5083.586914
	Iteration 72Q: 3 clusters Score -3143722 nChanged 37
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Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -3143720.500000 Penalty: 5083.586914
	Iteration 73Q: 3 clusters Score -3143720 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -3143737.250000 Penalty: 5083.586914
	Iteration 74Q: 3 clusters Score -3143737 nChanged 30
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Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3143745.750000 Penalty: 5083.586914
	Iteration 75Q: 3 clusters Score -3143746 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3143756.250000 Penalty: 5083.586914
	Iteration 76Q: 3 clusters Score -3143756 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -3143764.500000 Penalty: 5083.586914
	Iteration 77Q: 3 clusters Score -3143764 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -3143775.500000 Penalty: 5083.586914
	Iteration 78Q: 3 clusters Score -3143776 nChanged 53
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Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3143777.750000 Penalty: 5083.586914
	Iteration 79Q: 3 clusters Score -3143778 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3143782.500000 Penalty: 5083.586914
	Iteration 80F: 3 clusters Score -3143782 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -3143798.000000 Penalty: 5083.586914
	Iteration 81Q: 3 clusters Score -3143798 nChanged 41
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Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -3143802.000000 Penalty: 5083.586914
	Iteration 82Q: 3 clusters Score -3143802 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -3143808.500000 Penalty: 5083.586914
	Iteration 83Q: 3 clusters Score -3143808 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3143830.500000 Penalty: 5083.586914
	Iteration 84Q: 3 clusters Score -3143830 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3143836.500000 Penalty: 5083.586914
	Iteration 85Q: 3 clusters Score -3143836 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -3143846.500000 Penalty: 5083.586914
	Iteration 86Q: 3 clusters Score -3143846 nChanged 28
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Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3143846 nChanged 26
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Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -3143844.000000 Penalty: 5083.586914
	Iteration 88Q: 3 clusters Score -3143844 nChanged 24
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Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3143847 nChanged 23
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Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3143853.250000 Penalty: 5083.586914
	Iteration 90Q: 3 clusters Score -3143853 nChanged 21
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Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3143854 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3143853 nChanged 19
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Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -3143852.250000 Penalty: 5083.586914
	Iteration 93Q: 3 clusters Score -3143852 nChanged 21
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Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3143853 nChanged 29
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Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3143865.000000 Penalty: 5083.586914
	Iteration 95Q: 3 clusters Score -3143865 nChanged 17
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Mstep: Class 1 contains 25324 members 
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Entering Unmasked Estep 
Score: -3143862.500000 Penalty: 5083.586914
	Iteration 96Q: 3 clusters Score -3143862 nChanged 19
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Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3143866.500000 Penalty: 5083.586914
	Iteration 97Q: 3 clusters Score -3143866 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3143863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3143870.250000 Penalty: 5083.586914
	Iteration 99Q: 3 clusters Score -3143870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3143880.750000 Penalty: 5083.586914
	Iteration 100F: 3 clusters Score -3143881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3143876.250000 Penalty: 5083.586914
	Iteration 101Q: 3 clusters Score -3143876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -3143875.250000 Penalty: 5083.586914
	Iteration 102Q: 3 clusters Score -3143875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3143875.000000 Penalty: 5083.586914
	Iteration 103Q: 3 clusters Score -3143875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3143877.250000 Penalty: 5083.586914
	Iteration 104Q: 3 clusters Score -3143877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3143885.500000 Penalty: 5083.586914
	Iteration 105Q: 3 clusters Score -3143886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3143898.500000 Penalty: 5083.586914
	Iteration 106Q: 3 clusters Score -3143898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3143911.000000 Penalty: 5083.586914
	Iteration 107Q: 3 clusters Score -3143911 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3143916.750000 Penalty: 5083.586914
	Iteration 108Q: 3 clusters Score -3143917 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3143921.000000 Penalty: 5083.586914
	Iteration 109Q: 3 clusters Score -3143921 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3143934.000000 Penalty: 5083.586914
	Iteration 110Q: 3 clusters Score -3143934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3143961.250000 Penalty: 5083.586914
	Iteration 111Q: 3 clusters Score -3143961 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3143971.500000 Penalty: 5083.586914
	Iteration 112Q: 3 clusters Score -3143972 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3143979.500000 Penalty: 5083.586914
	Iteration 113Q: 3 clusters Score -3143980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3143996.250000 Penalty: 5083.586914
	Iteration 114Q: 3 clusters Score -3143996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3144019.000000 Penalty: 5083.586914
	Iteration 115Q: 3 clusters Score -3144019 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3144033.000000 Penalty: 5083.586914
	Iteration 116Q: 3 clusters Score -3144033 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3144057.500000 Penalty: 5083.586914
	Iteration 117Q: 3 clusters Score -3144058 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3144083.250000 Penalty: 5083.586914
	Iteration 118Q: 3 clusters Score -3144083 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3144108.250000 Penalty: 5083.586914
	Iteration 119Q: 3 clusters Score -3144108 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3144137.000000 Penalty: 5083.586914
	Iteration 120F: 3 clusters Score -3144137 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3144185.000000 Penalty: 5083.586914
	Iteration 121Q: 3 clusters Score -3144185 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3144206.000000 Penalty: 5083.586914
	Iteration 122Q: 3 clusters Score -3144206 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3144230.500000 Penalty: 5083.586914
	Iteration 123Q: 3 clusters Score -3144230 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3144244.250000 Penalty: 5083.586914
	Iteration 124Q: 3 clusters Score -3144244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3144259.750000 Penalty: 5083.586914
	Iteration 125Q: 3 clusters Score -3144260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3144270.250000 Penalty: 5083.586914
	Iteration 126Q: 3 clusters Score -3144270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3144268.750000 Penalty: 5083.586914
	Iteration 127Q: 3 clusters Score -3144269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3144274.000000 Penalty: 5083.586914
	Iteration 128Q: 3 clusters Score -3144274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3144288.250000 Penalty: 5083.586914
	Iteration 129Q: 3 clusters Score -3144288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3144286.500000 Penalty: 5083.586914
	Iteration 130Q: 3 clusters Score -3144286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3144298.000000 Penalty: 5083.586914
	Iteration 131Q: 3 clusters Score -3144298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3144301.000000 Penalty: 5083.586914
	Iteration 132Q: 3 clusters Score -3144301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3144301.500000 Penalty: 5083.586914
	Iteration 133Q: 3 clusters Score -3144302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3144308.750000 Penalty: 5083.586914
	Iteration 134Q: 3 clusters Score -3144309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3144315.250000 Penalty: 5083.586914
	Iteration 135Q: 3 clusters Score -3144315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3144316.500000 Penalty: 5083.586914
	Iteration 136Q: 3 clusters Score -3144316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3144315.750000 Penalty: 5083.586914
	Iteration 137Q: 3 clusters Score -3144316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3144316.500000 Penalty: 5083.586914
	Iteration 138Q: 3 clusters Score -3144316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3144315.500000 Penalty: 5083.586914
	Iteration 139Q: 3 clusters Score -3144316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3144314.250000 Penalty: 5083.586914
	Iteration 140F: 3 clusters Score -3144314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3144315.250000 Penalty: 5083.586914
	Iteration 141Q: 3 clusters Score -3144315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3144314.000000 Penalty: 5083.586914
	Iteration 142Q: 3 clusters Score -3144314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3144314.000000 Penalty: 5083.586914
	Iteration 143F: 3 clusters Score -3144314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (81250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81250 members 
Entering Unmasked Estep 
Score: -10241312.000000 Penalty: 2803.710938
	Iteration 0F: 2 clusters Score -1.024131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -10186725.000000 Penalty: 5607.421875
	Iteration 0F: 3 clusters Score -1.018672e+07 nChanged 38274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -10208320.000000 Penalty: 5607.421875
	Iteration 1F: 3 clusters Score -1.020832e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -10209039.000000 Penalty: 5607.421875
	Iteration 2Q: 3 clusters Score -1.020904e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -10209830.000000 Penalty: 5607.421875
	Iteration 3Q: 3 clusters Score -1.020983e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -10210806.000000 Penalty: 5607.421875
	Iteration 4Q: 3 clusters Score -1.021081e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -10212597.000000 Penalty: 5607.421875
	Iteration 5Q: 3 clusters Score -1.02126e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -10215455.000000 Penalty: 5607.421875
	Iteration 6F: 3 clusters Score -1.021546e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 57490 members 
Entering Unmasked Estep 
Score: -10219987.000000 Penalty: 5607.421875
	Iteration 7F: 3 clusters Score -1.021999e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 63013 members 
Entering Unmasked Estep 
Score: -10225646.000000 Penalty: 5607.421875
	Iteration 8F: 3 clusters Score -1.022565e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 67790 members 
Entering Unmasked Estep 
Score: -10230931.000000 Penalty: 5607.421875
	Iteration 9F: 3 clusters Score -1.023093e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 70945 members 
Entering Unmasked Estep 
Score: -10234663.000000 Penalty: 5607.421875
	Iteration 10Q: 3 clusters Score -1.023466e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 72651 members 
Entering Unmasked Estep 
Score: -10236521.000000 Penalty: 5607.421875
	Iteration 11Q: 3 clusters Score -1.023652e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 73700 members 
Entering Unmasked Estep 
Score: -10237553.000000 Penalty: 5607.421875
	Iteration 12Q: 3 clusters Score -1.023755e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 74429 members 
Entering Unmasked Estep 
Score: -10238041.000000 Penalty: 5607.421875
	Iteration 13Q: 3 clusters Score -1.023804e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 75039 members 
Entering Unmasked Estep 
Score: -10238377.000000 Penalty: 5607.421875
	Iteration 14Q: 3 clusters Score -1.023838e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 75561 members 
Entering Unmasked Estep 
Score: -10238639.000000 Penalty: 5607.421875
	Iteration 15Q: 3 clusters Score -1.023864e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 75962 members 
Entering Unmasked Estep 
Score: -10238807.000000 Penalty: 5607.421875
	Iteration 16Q: 3 clusters Score -1.023881e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 76329 members 
Entering Unmasked Estep 
Score: -10238976.000000 Penalty: 5607.421875
	Iteration 17Q: 3 clusters Score -1.023898e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 76646 members 
Entering Unmasked Estep 
Score: -10239124.000000 Penalty: 5607.421875
	Iteration 18Q: 3 clusters Score -1.023912e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 76876 members 
Entering Unmasked Estep 
Score: -10239205.000000 Penalty: 5607.421875
	Iteration 19Q: 3 clusters Score -1.02392e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 77086 members 
Entering Unmasked Estep 
Score: -10239273.000000 Penalty: 5607.421875
	Iteration 20F: 3 clusters Score -1.023927e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 77284 members 
Entering Unmasked Estep 
Score: -10239333.000000 Penalty: 5607.421875
	Iteration 21Q: 3 clusters Score -1.023933e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 77446 members 
Entering Unmasked Estep 
Score: -10239415.000000 Penalty: 5607.421875
	Iteration 22Q: 3 clusters Score -1.023942e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 77578 members 
Entering Unmasked Estep 
Score: -10239473.000000 Penalty: 5607.421875
	Iteration 23Q: 3 clusters Score -1.023947e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 77674 members 
Entering Unmasked Estep 
Score: -10239477.000000 Penalty: 5607.421875
	Iteration 24Q: 3 clusters Score -1.023948e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 77779 members 
Entering Unmasked Estep 
Score: -10239500.000000 Penalty: 5607.421875
	Iteration 25Q: 3 clusters Score -1.02395e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 77855 members 
Entering Unmasked Estep 
Score: -10239523.000000 Penalty: 5607.421875
	Iteration 26Q: 3 clusters Score -1.023952e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 77926 members 
Entering Unmasked Estep 
Score: -10239518.000000 Penalty: 5607.421875
	Iteration 27Q: 3 clusters Score -1.023952e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 77981 members 
Entering Unmasked Estep 
Score: -10239555.000000 Penalty: 5607.421875
	Iteration 28Q: 3 clusters Score -1.023956e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 78027 members 
Entering Unmasked Estep 
Score: -10239549.000000 Penalty: 5607.421875
	Iteration 29Q: 3 clusters Score -1.023955e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 78067 members 
Entering Unmasked Estep 
Score: -10239555.000000 Penalty: 5607.421875
	Iteration 30Q: 3 clusters Score -1.023956e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 78091 members 
Entering Unmasked Estep 
Score: -10239551.000000 Penalty: 5607.421875
	Iteration 31Q: 3 clusters Score -1.023955e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 78119 members 
Entering Unmasked Estep 
Score: -10239563.000000 Penalty: 5607.421875
	Iteration 32Q: 3 clusters Score -1.023956e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 78141 members 
Entering Unmasked Estep 
Score: -10239573.000000 Penalty: 5607.421875
	Iteration 33Q: 3 clusters Score -1.023957e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 78162 members 
Entering Unmasked Estep 
Score: -10239579.000000 Penalty: 5607.421875
	Iteration 34Q: 3 clusters Score -1.023958e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 78190 members 
Entering Unmasked Estep 
Score: -10239576.000000 Penalty: 5607.421875
	Iteration 35Q: 3 clusters Score -1.023958e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 78223 members 
Entering Unmasked Estep 
Score: -10239581.000000 Penalty: 5607.421875
	Iteration 36Q: 3 clusters Score -1.023958e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 78247 members 
Entering Unmasked Estep 
Score: -10239588.000000 Penalty: 5607.421875
	Iteration 37Q: 3 clusters Score -1.023959e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 78268 members 
Entering Unmasked Estep 
Score: -10239587.000000 Penalty: 5607.421875
	Iteration 38Q: 3 clusters Score -1.023959e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 78288 members 
Entering Unmasked Estep 
Score: -10239613.000000 Penalty: 5607.421875
	Iteration 39Q: 3 clusters Score -1.023961e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 78304 members 
Entering Unmasked Estep 
Score: -10239619.000000 Penalty: 5607.421875
	Iteration 40F: 3 clusters Score -1.023962e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 78322 members 
Entering Unmasked Estep 
Score: -10239619.000000 Penalty: 5607.421875
	Iteration 41Q: 3 clusters Score -1.023962e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 78346 members 
Entering Unmasked Estep 
Score: -10239634.000000 Penalty: 5607.421875
	Iteration 42Q: 3 clusters Score -1.023963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 78363 members 
Entering Unmasked Estep 
Score: -10239653.000000 Penalty: 5607.421875
	Iteration 43Q: 3 clusters Score -1.023965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 78371 members 
Entering Unmasked Estep 
Score: -10239669.000000 Penalty: 5607.421875
	Iteration 44Q: 3 clusters Score -1.023967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 78376 members 
Entering Unmasked Estep 
Score: -10239657.000000 Penalty: 5607.421875
	Iteration 45Q: 3 clusters Score -1.023966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 78386 members 
Entering Unmasked Estep 
Score: -10239657.000000 Penalty: 5607.421875
	Iteration 46Q: 3 clusters Score -1.023966e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 78398 members 
Entering Unmasked Estep 
Score: -10239641.000000 Penalty: 5607.421875
	Iteration 47Q: 3 clusters Score -1.023964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 78407 members 
Entering Unmasked Estep 
Score: -10239657.000000 Penalty: 5607.421875
	Iteration 48Q: 3 clusters Score -1.023966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 78413 members 
Entering Unmasked Estep 
Score: -10239652.000000 Penalty: 5607.421875
	Iteration 49Q: 3 clusters Score -1.023965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 78418 members 
Entering Unmasked Estep 
Score: -10239648.000000 Penalty: 5607.421875
	Iteration 50Q: 3 clusters Score -1.023965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 78423 members 
Entering Unmasked Estep 
Score: -10239648.000000 Penalty: 5607.421875
	Iteration 51Q: 3 clusters Score -1.023965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 78428 members 
Entering Unmasked Estep 
Score: -10239652.000000 Penalty: 5607.421875
	Iteration 52Q: 3 clusters Score -1.023965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 78432 members 
Entering Unmasked Estep 
Score: -10239648.000000 Penalty: 5607.421875
	Iteration 53Q: 3 clusters Score -1.023965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 78435 members 
Entering Unmasked Estep 
Score: -10239652.000000 Penalty: 5607.421875
	Iteration 54Q: 3 clusters Score -1.023965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 78436 members 
Entering Unmasked Estep 
Score: -10239648.000000 Penalty: 5607.421875
	Iteration 55Q: 3 clusters Score -1.023965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 78437 members 
Entering Unmasked Estep 
Score: -10239646.000000 Penalty: 5607.421875
	Iteration 56Q: 3 clusters Score -1.023965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 78437 members 
Entering Unmasked Estep 
Score: -10239646.000000 Penalty: 5607.421875
	Iteration 57F: 3 clusters Score -1.023965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -99847.070312 Penalty: 1676.582764
	Iteration 0F: 2 clusters Score -99847.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -98020.117188 Penalty: 3353.165527
	Iteration 0F: 3 clusters Score -98020.12 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -98248.515625 Penalty: 3353.165527
	Iteration 1F: 3 clusters Score -98248.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -98299.960938 Penalty: 3353.165527
	Iteration 2Q: 3 clusters Score -98299.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -98340.320312 Penalty: 3353.165527
	Iteration 3Q: 3 clusters Score -98340.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -98363.085938 Penalty: 3353.165527
	Iteration 4Q: 3 clusters Score -98363.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -98383.148438 Penalty: 3353.165527
	Iteration 5Q: 3 clusters Score -98383.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -98395.593750 Penalty: 3353.165527
	Iteration 6Q: 3 clusters Score -98395.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -98402.484375 Penalty: 3353.165527
	Iteration 7Q: 3 clusters Score -98402.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -98404.625000 Penalty: 3353.165527
	Iteration 8Q: 3 clusters Score -98404.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -98408.859375 Penalty: 3353.165527
	Iteration 9Q: 3 clusters Score -98408.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -98411.546875 Penalty: 3353.165527
	Iteration 10Q: 3 clusters Score -98411.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -98414.554688 Penalty: 3353.165527
	Iteration 11Q: 3 clusters Score -98414.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -98421.476562 Penalty: 3353.165527
	Iteration 12Q: 3 clusters Score -98421.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -98422.500000 Penalty: 3353.165527
	Iteration 13Q: 3 clusters Score -98422.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -98423.679688 Penalty: 3353.165527
	Iteration 14Q: 3 clusters Score -98423.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -98426.585938 Penalty: 3353.165527
	Iteration 15Q: 3 clusters Score -98426.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -98429.851562 Penalty: 3353.165527
	Iteration 16Q: 3 clusters Score -98429.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -98433.078125 Penalty: 3353.165527
	Iteration 17Q: 3 clusters Score -98433.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -98438.437500 Penalty: 3353.165527
	Iteration 18Q: 3 clusters Score -98438.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -98440.625000 Penalty: 3353.165527
	Iteration 19Q: 3 clusters Score -98440.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -98442.710938 Penalty: 3353.165527
	Iteration 20F: 3 clusters Score -98442.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -98447.015625 Penalty: 3353.165527
	Iteration 21Q: 3 clusters Score -98447.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -98448.234375 Penalty: 3353.165527
	Iteration 22Q: 3 clusters Score -98448.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -98449.195312 Penalty: 3353.165527
	Iteration 23Q: 3 clusters Score -98449.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -98449.195312 Penalty: 3353.165527
	Iteration 24F: 3 clusters Score -98449.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (108306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108306 members 
Entering Unmasked Estep 
Score: -13611310.000000 Penalty: 2874.993652
	Iteration 0F: 2 clusters Score -1.361131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -13538949.000000 Penalty: 5749.987305
	Iteration 0F: 3 clusters Score -1.353895e+07 nChanged 51461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56961 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -13568583.000000 Penalty: 5749.987305
	Iteration 1F: 3 clusters Score -1.356858e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -13569579.000000 Penalty: 5749.987305
	Iteration 2Q: 3 clusters Score -1.356958e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -13570821.000000 Penalty: 5749.987305
	Iteration 3Q: 3 clusters Score -1.357082e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64350 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -13572829.000000 Penalty: 5749.987305
	Iteration 4Q: 3 clusters Score -1.357283e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -13576134.000000 Penalty: 5749.987305
	Iteration 5F: 3 clusters Score -1.357613e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -13581265.000000 Penalty: 5749.987305
	Iteration 6F: 3 clusters Score -1.358126e+07 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85704 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -13589006.000000 Penalty: 5749.987305
	Iteration 7F: 3 clusters Score -1.358901e+07 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94723 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -13597417.000000 Penalty: 5749.987305
	Iteration 8F: 3 clusters Score -1.359742e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101179 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -13603567.000000 Penalty: 5749.987305
	Iteration 9F: 3 clusters Score -1.360357e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104559 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -13606733.000000 Penalty: 5749.987305
	Iteration 10Q: 3 clusters Score -1.360673e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106072 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -13608030.000000 Penalty: 5749.987305
	Iteration 11Q: 3 clusters Score -1.360803e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106703 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -13608555.000000 Penalty: 5749.987305
	Iteration 12Q: 3 clusters Score -1.360856e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106966 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -13608831.000000 Penalty: 5749.987305
	Iteration 13Q: 3 clusters Score -1.360883e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107105 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -13608941.000000 Penalty: 5749.987305
	Iteration 14Q: 3 clusters Score -1.360894e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107169 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -13609023.000000 Penalty: 5749.987305
	Iteration 15Q: 3 clusters Score -1.360902e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107204 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -13609074.000000 Penalty: 5749.987305
	Iteration 16Q: 3 clusters Score -1.360907e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107232 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -13609139.000000 Penalty: 5749.987305
	Iteration 17Q: 3 clusters Score -1.360914e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107249 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -13609178.000000 Penalty: 5749.987305
	Iteration 18Q: 3 clusters Score -1.360918e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107265 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -13609195.000000 Penalty: 5749.987305
	Iteration 19Q: 3 clusters Score -1.36092e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107267 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -13609228.000000 Penalty: 5749.987305
	Iteration 20F: 3 clusters Score -1.360923e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107268 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -13609276.000000 Penalty: 5749.987305
	Iteration 21Q: 3 clusters Score -1.360928e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107268 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -13609275.000000 Penalty: 5749.987305
	Iteration 22Q: 3 clusters Score -1.360928e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107267 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -13609282.000000 Penalty: 5749.987305
	Iteration 23Q: 3 clusters Score -1.360928e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107266 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -13609309.000000 Penalty: 5749.987305
	Iteration 24Q: 3 clusters Score -1.360931e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107260 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -13609323.000000 Penalty: 5749.987305
	Iteration 25Q: 3 clusters Score -1.360932e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107257 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -13609325.000000 Penalty: 5749.987305
	Iteration 26Q: 3 clusters Score -1.360932e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107253 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -13609336.000000 Penalty: 5749.987305
	Iteration 27Q: 3 clusters Score -1.360934e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107253 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -13609320.000000 Penalty: 5749.987305
	Iteration 28Q: 3 clusters Score -1.360932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107251 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -13609340.000000 Penalty: 5749.987305
	Iteration 29Q: 3 clusters Score -1.360934e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107246 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -13609345.000000 Penalty: 5749.987305
	Iteration 30Q: 3 clusters Score -1.360934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107239 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -13609346.000000 Penalty: 5749.987305
	Iteration 31Q: 3 clusters Score -1.360935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107236 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -13609336.000000 Penalty: 5749.987305
	Iteration 32Q: 3 clusters Score -1.360934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107235 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -13609341.000000 Penalty: 5749.987305
	Iteration 33Q: 3 clusters Score -1.360934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107234 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -13609348.000000 Penalty: 5749.987305
	Iteration 34Q: 3 clusters Score -1.360935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107234 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -13609348.000000 Penalty: 5749.987305
	Iteration 35F: 3 clusters Score -1.360935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Entering Unmasked Estep 
Score: -377090.875000 Penalty: 2048.538086
	Iteration 0F: 2 clusters Score -377090.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -373330.562500 Penalty: 4097.076172
	Iteration 0F: 3 clusters Score -373330.6 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -374309.218750 Penalty: 4097.076172
	Iteration 1F: 3 clusters Score -374309.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -374550.625000 Penalty: 4097.076172
	Iteration 2F: 3 clusters Score -374550.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -374762.906250 Penalty: 4097.076172
	Iteration 3F: 3 clusters Score -374762.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -374977.812500 Penalty: 4097.076172
	Iteration 4F: 3 clusters Score -374977.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -375278.781250 Penalty: 4097.076172
	Iteration 5F: 3 clusters Score -375278.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -375588.906250 Penalty: 4097.076172
	Iteration 6F: 3 clusters Score -375588.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -375895.218750 Penalty: 4097.076172
	Iteration 7F: 3 clusters Score -375895.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -376175.906250 Penalty: 4097.076172
	Iteration 8F: 3 clusters Score -376175.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -376429.187500 Penalty: 4097.076172
	Iteration 9Q: 3 clusters Score -376429.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -376555.125000 Penalty: 4097.076172
	Iteration 10Q: 3 clusters Score -376555.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -376623.468750 Penalty: 4097.076172
	Iteration 11Q: 3 clusters Score -376623.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -376651.593750 Penalty: 4097.076172
	Iteration 12Q: 3 clusters Score -376651.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -376667.062500 Penalty: 4097.076172
	Iteration 13Q: 3 clusters Score -376667.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -376684.625000 Penalty: 4097.076172
	Iteration 14Q: 3 clusters Score -376684.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -376702.125000 Penalty: 4097.076172
	Iteration 15Q: 3 clusters Score -376702.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -376718.968750 Penalty: 4097.076172
	Iteration 16Q: 3 clusters Score -376719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -376729.750000 Penalty: 4097.076172
	Iteration 17Q: 3 clusters Score -376729.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -376736.812500 Penalty: 4097.076172
	Iteration 18Q: 3 clusters Score -376736.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -376741.750000 Penalty: 4097.076172
	Iteration 19Q: 3 clusters Score -376741.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -376748.781250 Penalty: 4097.076172
	Iteration 20F: 3 clusters Score -376748.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -376751.343750 Penalty: 4097.076172
	Iteration 21Q: 3 clusters Score -376751.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -376753.531250 Penalty: 4097.076172
	Iteration 22Q: 3 clusters Score -376753.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -376761.656250 Penalty: 4097.076172
	Iteration 23Q: 3 clusters Score -376761.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -376766.375000 Penalty: 4097.076172
	Iteration 24Q: 3 clusters Score -376766.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -376769.437500 Penalty: 4097.076172
	Iteration 25Q: 3 clusters Score -376769.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -376771.875000 Penalty: 4097.076172
	Iteration 26Q: 3 clusters Score -376771.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -376772.656250 Penalty: 4097.076172
	Iteration 27Q: 3 clusters Score -376772.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -376772.843750 Penalty: 4097.076172
	Iteration 28Q: 3 clusters Score -376772.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -376772.906250 Penalty: 4097.076172
	Iteration 29Q: 3 clusters Score -376772.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -376772.906250 Penalty: 4097.076172
	Iteration 30Q: 3 clusters Score -376772.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -376772.906250 Penalty: 4097.076172
	Iteration 31F: 3 clusters Score -376772.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (176661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176661 members 
Entering Unmasked Estep 
Score: -22127390.000000 Penalty: 2996.333008
	Iteration 0F: 2 clusters Score -2.212739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88302 members 
Mstep: Class 2 contains 88359 members 
Entering Unmasked Estep 
Score: -22010900.000000 Penalty: 5992.666016
	Iteration 0F: 3 clusters Score -2.20109e+07 nChanged 84681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88591 members 
Mstep: Class 2 contains 88070 members 
Entering Unmasked Estep 
Score: -22060384.000000 Penalty: 5992.666016
	Iteration 1F: 3 clusters Score -2.206038e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89299 members 
Mstep: Class 2 contains 87362 members 
Entering Unmasked Estep 
Score: -22061790.000000 Penalty: 5992.666016
	Iteration 2Q: 3 clusters Score -2.206179e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90601 members 
Mstep: Class 2 contains 86060 members 
Entering Unmasked Estep 
Score: -22064014.000000 Penalty: 5992.666016
	Iteration 3Q: 3 clusters Score -2.206401e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92726 members 
Mstep: Class 2 contains 83935 members 
Entering Unmasked Estep 
Score: -22067168.000000 Penalty: 5992.666016
	Iteration 4Q: 3 clusters Score -2.206717e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95805 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -22072142.000000 Penalty: 5992.666016
	Iteration 5F: 3 clusters Score -2.207214e+07 nChanged 11142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100275 members 
Mstep: Class 2 contains 76386 members 
Entering Unmasked Estep 
Score: -22079678.000000 Penalty: 5992.666016
	Iteration 6F: 3 clusters Score -2.207968e+07 nChanged 12416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105531 members 
Mstep: Class 2 contains 71130 members 
Entering Unmasked Estep 
Score: -22089446.000000 Penalty: 5992.666016
	Iteration 7F: 3 clusters Score -2.208945e+07 nChanged 12187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110462 members 
Mstep: Class 2 contains 66199 members 
Entering Unmasked Estep 
Score: -22099270.000000 Penalty: 5992.666016
	Iteration 8F: 3 clusters Score -2.209927e+07 nChanged 9806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114124 members 
Mstep: Class 2 contains 62537 members 
Entering Unmasked Estep 
Score: -22105278.000000 Penalty: 5992.666016
	Iteration 9F: 3 clusters Score -2.210528e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116972 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -22107418.000000 Penalty: 5992.666016
	Iteration 10Q: 3 clusters Score -2.210742e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119532 members 
Mstep: Class 2 contains 57129 members 
Entering Unmasked Estep 
Score: -22108740.000000 Penalty: 5992.666016
	Iteration 11Q: 3 clusters Score -2.210874e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122105 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -22109784.000000 Penalty: 5992.666016
	Iteration 12Q: 3 clusters Score -2.210978e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124634 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -22110868.000000 Penalty: 5992.666016
	Iteration 13Q: 3 clusters Score -2.211087e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127113 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -22111824.000000 Penalty: 5992.666016
	Iteration 14Q: 3 clusters Score -2.211182e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129743 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -22112892.000000 Penalty: 5992.666016
	Iteration 15Q: 3 clusters Score -2.211289e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132469 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -22113882.000000 Penalty: 5992.666016
	Iteration 16Q: 3 clusters Score -2.211388e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135248 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -22114744.000000 Penalty: 5992.666016
	Iteration 17Q: 3 clusters Score -2.211474e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137986 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -22115694.000000 Penalty: 5992.666016
	Iteration 18Q: 3 clusters Score -2.211569e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140731 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -22116502.000000 Penalty: 5992.666016
	Iteration 19Q: 3 clusters Score -2.21165e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143443 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -22117410.000000 Penalty: 5992.666016
	Iteration 20F: 3 clusters Score -2.211741e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146078 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -22118284.000000 Penalty: 5992.666016
	Iteration 21Q: 3 clusters Score -2.211828e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148623 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -22119176.000000 Penalty: 5992.666016
	Iteration 22Q: 3 clusters Score -2.211918e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151134 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -22119932.000000 Penalty: 5992.666016
	Iteration 23Q: 3 clusters Score -2.211993e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153601 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -22120826.000000 Penalty: 5992.666016
	Iteration 24Q: 3 clusters Score -2.212083e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156042 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -22121660.000000 Penalty: 5992.666016
	Iteration 25Q: 3 clusters Score -2.212166e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158323 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -22122376.000000 Penalty: 5992.666016
	Iteration 26Q: 3 clusters Score -2.212238e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160427 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -22123034.000000 Penalty: 5992.666016
	Iteration 27Q: 3 clusters Score -2.212303e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162297 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -22123434.000000 Penalty: 5992.666016
	Iteration 28Q: 3 clusters Score -2.212343e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163978 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -22123890.000000 Penalty: 5992.666016
	Iteration 29Q: 3 clusters Score -2.212389e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165435 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -22124236.000000 Penalty: 5992.666016
	Iteration 30Q: 3 clusters Score -2.212424e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166771 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -22124492.000000 Penalty: 5992.666016
	Iteration 31Q: 3 clusters Score -2.212449e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167939 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -22124764.000000 Penalty: 5992.666016
	Iteration 32Q: 3 clusters Score -2.212476e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168990 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -22124886.000000 Penalty: 5992.666016
	Iteration 33Q: 3 clusters Score -2.212489e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169892 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -22125032.000000 Penalty: 5992.666016
	Iteration 34Q: 3 clusters Score -2.212503e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170671 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -22125176.000000 Penalty: 5992.666016
	Iteration 35Q: 3 clusters Score -2.212518e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171321 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -22125228.000000 Penalty: 5992.666016
	Iteration 36Q: 3 clusters Score -2.212523e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171867 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -22125318.000000 Penalty: 5992.666016
	Iteration 37Q: 3 clusters Score -2.212532e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172303 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -22125324.000000 Penalty: 5992.666016
	Iteration 38Q: 3 clusters Score -2.212532e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172625 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -22125358.000000 Penalty: 5992.666016
	Iteration 39Q: 3 clusters Score -2.212536e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172903 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -22125354.000000 Penalty: 5992.666016
	Iteration 40F: 3 clusters Score -2.212535e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173164 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -22125386.000000 Penalty: 5992.666016
	Iteration 41Q: 3 clusters Score -2.212539e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173384 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -22125402.000000 Penalty: 5992.666016
	Iteration 42Q: 3 clusters Score -2.21254e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173576 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -22125382.000000 Penalty: 5992.666016
	Iteration 43Q: 3 clusters Score -2.212538e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173745 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -22125390.000000 Penalty: 5992.666016
	Iteration 44Q: 3 clusters Score -2.212539e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173892 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -22125410.000000 Penalty: 5992.666016
	Iteration 45Q: 3 clusters Score -2.212541e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174019 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -22125354.000000 Penalty: 5992.666016
	Iteration 46Q: 3 clusters Score -2.212535e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174132 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -22125358.000000 Penalty: 5992.666016
	Iteration 47Q: 3 clusters Score -2.212536e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174226 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -22125394.000000 Penalty: 5992.666016
	Iteration 48Q: 3 clusters Score -2.212539e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174306 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -22125434.000000 Penalty: 5992.666016
	Iteration 49Q: 3 clusters Score -2.212543e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174373 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -22125416.000000 Penalty: 5992.666016
	Iteration 50Q: 3 clusters Score -2.212542e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174431 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -22125430.000000 Penalty: 5992.666016
	Iteration 51Q: 3 clusters Score -2.212543e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174480 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -22125448.000000 Penalty: 5992.666016
	Iteration 52Q: 3 clusters Score -2.212545e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174514 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -22125456.000000 Penalty: 5992.666016
	Iteration 53Q: 3 clusters Score -2.212546e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174558 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -22125454.000000 Penalty: 5992.666016
	Iteration 54Q: 3 clusters Score -2.212545e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174581 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -22125430.000000 Penalty: 5992.666016
	Iteration 55Q: 3 clusters Score -2.212543e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174602 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -22125438.000000 Penalty: 5992.666016
	Iteration 56Q: 3 clusters Score -2.212544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174619 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -22125428.000000 Penalty: 5992.666016
	Iteration 57Q: 3 clusters Score -2.212543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174637 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -22125400.000000 Penalty: 5992.666016
	Iteration 58Q: 3 clusters Score -2.21254e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174655 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -22125388.000000 Penalty: 5992.666016
	Iteration 59Q: 3 clusters Score -2.212539e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174666 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -22125412.000000 Penalty: 5992.666016
	Iteration 60F: 3 clusters Score -2.212541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174673 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -22125414.000000 Penalty: 5992.666016
	Iteration 61Q: 3 clusters Score -2.212541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174680 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -22125410.000000 Penalty: 5992.666016
	Iteration 62Q: 3 clusters Score -2.212541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174681 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -22125408.000000 Penalty: 5992.666016
	Iteration 63Q: 3 clusters Score -2.212541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174685 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -22125422.000000 Penalty: 5992.666016
	Iteration 64Q: 3 clusters Score -2.212542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174693 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -22125402.000000 Penalty: 5992.666016
	Iteration 65Q: 3 clusters Score -2.21254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174704 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -22125402.000000 Penalty: 5992.666016
	Iteration 66Q: 3 clusters Score -2.21254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174712 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -22125418.000000 Penalty: 5992.666016
	Iteration 67Q: 3 clusters Score -2.212542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174717 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -22125408.000000 Penalty: 5992.666016
	Iteration 68Q: 3 clusters Score -2.212541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174729 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -22125400.000000 Penalty: 5992.666016
	Iteration 69Q: 3 clusters Score -2.21254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174736 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -22125408.000000 Penalty: 5992.666016
	Iteration 70Q: 3 clusters Score -2.212541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174741 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -22125406.000000 Penalty: 5992.666016
	Iteration 71Q: 3 clusters Score -2.212541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174746 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -22125410.000000 Penalty: 5992.666016
	Iteration 72Q: 3 clusters Score -2.212541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174752 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -22125430.000000 Penalty: 5992.666016
	Iteration 73Q: 3 clusters Score -2.212543e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174762 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -22125410.000000 Penalty: 5992.666016
	Iteration 74Q: 3 clusters Score -2.212541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174766 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -22125418.000000 Penalty: 5992.666016
	Iteration 75Q: 3 clusters Score -2.212542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174772 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -22125436.000000 Penalty: 5992.666016
	Iteration 76Q: 3 clusters Score -2.212544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174777 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -22125436.000000 Penalty: 5992.666016
	Iteration 77Q: 3 clusters Score -2.212544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174786 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -22125434.000000 Penalty: 5992.666016
	Iteration 78Q: 3 clusters Score -2.212543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174790 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -22125432.000000 Penalty: 5992.666016
	Iteration 79Q: 3 clusters Score -2.212543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174790 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -22125432.000000 Penalty: 5992.666016
	Iteration 80F: 3 clusters Score -2.212543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Entering Unmasked Estep 
Score: -2509306.250000 Penalty: 2456.226074
	Iteration 0F: 2 clusters Score -2509306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2495138.000000 Penalty: 4912.452148
	Iteration 0F: 3 clusters Score -2495138 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2499742.750000 Penalty: 4912.452148
	Iteration 1F: 3 clusters Score -2499743 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2500119.750000 Penalty: 4912.452148
	Iteration 2F: 3 clusters Score -2500120 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2500438.000000 Penalty: 4912.452148
	Iteration 3Q: 3 clusters Score -2500438 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2500738.500000 Penalty: 4912.452148
	Iteration 4Q: 3 clusters Score -2500738 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2501061.750000 Penalty: 4912.452148
	Iteration 5Q: 3 clusters Score -2501062 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2501433.750000 Penalty: 4912.452148
	Iteration 6Q: 3 clusters Score -2501434 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2501891.000000 Penalty: 4912.452148
	Iteration 7Q: 3 clusters Score -2501891 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2502479.500000 Penalty: 4912.452148
	Iteration 8Q: 3 clusters Score -2502480 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2503203.750000 Penalty: 4912.452148
	Iteration 9F: 3 clusters Score -2503204 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2504016.000000 Penalty: 4912.452148
	Iteration 10F: 3 clusters Score -2504016 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2504973.250000 Penalty: 4912.452148
	Iteration 11F: 3 clusters Score -2504973 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2505836.000000 Penalty: 4912.452148
	Iteration 12Q: 3 clusters Score -2505836 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2506460.000000 Penalty: 4912.452148
	Iteration 13Q: 3 clusters Score -2506460 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2506815.000000 Penalty: 4912.452148
	Iteration 14Q: 3 clusters Score -2506815 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2506994.500000 Penalty: 4912.452148
	Iteration 15Q: 3 clusters Score -2506994 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2507092.000000 Penalty: 4912.452148
	Iteration 16Q: 3 clusters Score -2507092 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2507146.000000 Penalty: 4912.452148
	Iteration 17Q: 3 clusters Score -2507146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2507174.500000 Penalty: 4912.452148
	Iteration 18Q: 3 clusters Score -2507174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2507192.250000 Penalty: 4912.452148
	Iteration 19Q: 3 clusters Score -2507192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2507208.500000 Penalty: 4912.452148
	Iteration 20F: 3 clusters Score -2507208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2507217.750000 Penalty: 4912.452148
	Iteration 21Q: 3 clusters Score -2507218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2507216.250000 Penalty: 4912.452148
	Iteration 22Q: 3 clusters Score -2507216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2507220.250000 Penalty: 4912.452148
	Iteration 23Q: 3 clusters Score -2507220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2507220.000000 Penalty: 4912.452148
	Iteration 24Q: 3 clusters Score -2507220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2507232.250000 Penalty: 4912.452148
	Iteration 25Q: 3 clusters Score -2507232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2507236.000000 Penalty: 4912.452148
	Iteration 26Q: 3 clusters Score -2507236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -2507236.500000 Penalty: 4912.452148
	Iteration 27Q: 3 clusters Score -2507236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2507239.250000 Penalty: 4912.452148
	Iteration 28Q: 3 clusters Score -2507239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2507244.500000 Penalty: 4912.452148
	Iteration 29Q: 3 clusters Score -2507244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2507246.000000 Penalty: 4912.452148
	Iteration 30Q: 3 clusters Score -2507246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2507247.250000 Penalty: 4912.452148
	Iteration 31Q: 3 clusters Score -2507247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2507247.250000 Penalty: 4912.452148
	Iteration 32F: 3 clusters Score -2507247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Entering Unmasked Estep 
Score: -282129.031250 Penalty: 1953.594482
	Iteration 0F: 2 clusters Score -282129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -279097.000000 Penalty: 3907.188965
	Iteration 0F: 3 clusters Score -279097 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -279700.125000 Penalty: 3907.188965
	Iteration 1F: 3 clusters Score -279700.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -279901.968750 Penalty: 3907.188965
	Iteration 2F: 3 clusters Score -279902 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -280031.406250 Penalty: 3907.188965
	Iteration 3F: 3 clusters Score -280031.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -280105.781250 Penalty: 3907.188965
	Iteration 4Q: 3 clusters Score -280105.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -280162.968750 Penalty: 3907.188965
	Iteration 5Q: 3 clusters Score -280163 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -280211.656250 Penalty: 3907.188965
	Iteration 6Q: 3 clusters Score -280211.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -280267.593750 Penalty: 3907.188965
	Iteration 7Q: 3 clusters Score -280267.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -280311.156250 Penalty: 3907.188965
	Iteration 8Q: 3 clusters Score -280311.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -280352.062500 Penalty: 3907.188965
	Iteration 9Q: 3 clusters Score -280352.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -280388.000000 Penalty: 3907.188965
	Iteration 10Q: 3 clusters Score -280388 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -280423.500000 Penalty: 3907.188965
	Iteration 11Q: 3 clusters Score -280423.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -280457.812500 Penalty: 3907.188965
	Iteration 12Q: 3 clusters Score -280457.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -280494.812500 Penalty: 3907.188965
	Iteration 13Q: 3 clusters Score -280494.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -280535.718750 Penalty: 3907.188965
	Iteration 14Q: 3 clusters Score -280535.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -280575.875000 Penalty: 3907.188965
	Iteration 15Q: 3 clusters Score -280575.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -280605.531250 Penalty: 3907.188965
	Iteration 16Q: 3 clusters Score -280605.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -280627.687500 Penalty: 3907.188965
	Iteration 17Q: 3 clusters Score -280627.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -280643.156250 Penalty: 3907.188965
	Iteration 18Q: 3 clusters Score -280643.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -280662.406250 Penalty: 3907.188965
	Iteration 19Q: 3 clusters Score -280662.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -280685.000000 Penalty: 3907.188965
	Iteration 20F: 3 clusters Score -280685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -280701.937500 Penalty: 3907.188965
	Iteration 21Q: 3 clusters Score -280701.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -280723.656250 Penalty: 3907.188965
	Iteration 22Q: 3 clusters Score -280723.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -280739.093750 Penalty: 3907.188965
	Iteration 23Q: 3 clusters Score -280739.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -280759.406250 Penalty: 3907.188965
	Iteration 24Q: 3 clusters Score -280759.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -280771.875000 Penalty: 3907.188965
	Iteration 25Q: 3 clusters Score -280771.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -280784.437500 Penalty: 3907.188965
	Iteration 26Q: 3 clusters Score -280784.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -280791.687500 Penalty: 3907.188965
	Iteration 27Q: 3 clusters Score -280791.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -280796.312500 Penalty: 3907.188965
	Iteration 28Q: 3 clusters Score -280796.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -280803.156250 Penalty: 3907.188965
	Iteration 29Q: 3 clusters Score -280803.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -280806.250000 Penalty: 3907.188965
	Iteration 30Q: 3 clusters Score -280806.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -280807.812500 Penalty: 3907.188965
	Iteration 31Q: 3 clusters Score -280807.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -280809.218750 Penalty: 3907.188965
	Iteration 32Q: 3 clusters Score -280809.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -280810.562500 Penalty: 3907.188965
	Iteration 33Q: 3 clusters Score -280810.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -280810.562500 Penalty: 3907.188965
	Iteration 34F: 3 clusters Score -280810.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Entering Unmasked Estep 
Score: -1074904.625000 Penalty: 2260.993164
	Iteration 0F: 2 clusters Score -1074905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1067822.375000 Penalty: 4521.986328
	Iteration 0F: 3 clusters Score -1067822 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1069856.000000 Penalty: 4521.986328
	Iteration 1F: 3 clusters Score -1069856 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1070140.250000 Penalty: 4521.986328
	Iteration 2F: 3 clusters Score -1070140 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1070348.500000 Penalty: 4521.986328
	Iteration 3F: 3 clusters Score -1070348 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1070558.375000 Penalty: 4521.986328
	Iteration 4Q: 3 clusters Score -1070558 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1070859.250000 Penalty: 4521.986328
	Iteration 5Q: 3 clusters Score -1070859 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1071201.875000 Penalty: 4521.986328
	Iteration 6Q: 3 clusters Score -1071202 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1071591.500000 Penalty: 4521.986328
	Iteration 7F: 3 clusters Score -1071592 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1071954.375000 Penalty: 4521.986328
	Iteration 8F: 3 clusters Score -1071954 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1072287.000000 Penalty: 4521.986328
	Iteration 9F: 3 clusters Score -1072287 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1072564.125000 Penalty: 4521.986328
	Iteration 10Q: 3 clusters Score -1072564 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1072834.500000 Penalty: 4521.986328
	Iteration 11Q: 3 clusters Score -1072834 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1073071.500000 Penalty: 4521.986328
	Iteration 12Q: 3 clusters Score -1073072 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1073272.375000 Penalty: 4521.986328
	Iteration 13Q: 3 clusters Score -1073272 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1073429.625000 Penalty: 4521.986328
	Iteration 14Q: 3 clusters Score -1073430 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1073563.625000 Penalty: 4521.986328
	Iteration 15Q: 3 clusters Score -1073564 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1073691.750000 Penalty: 4521.986328
	Iteration 16Q: 3 clusters Score -1073692 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1073791.875000 Penalty: 4521.986328
	Iteration 17Q: 3 clusters Score -1073792 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1073852.125000 Penalty: 4521.986328
	Iteration 18Q: 3 clusters Score -1073852 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1073899.500000 Penalty: 4521.986328
	Iteration 19Q: 3 clusters Score -1073900 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1073942.625000 Penalty: 4521.986328
	Iteration 20F: 3 clusters Score -1073943 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1073967.500000 Penalty: 4521.986328
	Iteration 21Q: 3 clusters Score -1073968 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1073993.250000 Penalty: 4521.986328
	Iteration 22Q: 3 clusters Score -1073993 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1074013.375000 Penalty: 4521.986328
	Iteration 23Q: 3 clusters Score -1074013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1074022.875000 Penalty: 4521.986328
	Iteration 24Q: 3 clusters Score -1074023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1074031.125000 Penalty: 4521.986328
	Iteration 25Q: 3 clusters Score -1074031 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1074043.375000 Penalty: 4521.986328
	Iteration 26Q: 3 clusters Score -1074043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1074055.250000 Penalty: 4521.986328
	Iteration 27Q: 3 clusters Score -1074055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1074062.500000 Penalty: 4521.986328
	Iteration 28Q: 3 clusters Score -1074062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1074067.750000 Penalty: 4521.986328
	Iteration 29Q: 3 clusters Score -1074068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1074072.750000 Penalty: 4521.986328
	Iteration 30Q: 3 clusters Score -1074073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1074076.125000 Penalty: 4521.986328
	Iteration 31Q: 3 clusters Score -1074076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1074076.000000 Penalty: 4521.986328
	Iteration 32Q: 3 clusters Score -1074076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1074077.125000 Penalty: 4521.986328
	Iteration 33Q: 3 clusters Score -1074077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1074078.125000 Penalty: 4521.986328
	Iteration 34Q: 3 clusters Score -1074078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1074078.500000 Penalty: 4521.986328
	Iteration 35Q: 3 clusters Score -1074078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1074078.500000 Penalty: 4521.986328
	Iteration 36F: 3 clusters Score -1074078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Entering Unmasked Estep 
Score: -4764991.500000 Penalty: 2623.125977
	Iteration 0F: 2 clusters Score -4764992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -4738611.500000 Penalty: 5246.251953
	Iteration 0F: 3 clusters Score -4738612 nChanged 17837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -4748725.000000 Penalty: 5246.251953
	Iteration 1F: 3 clusters Score -4748725 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -4749502.500000 Penalty: 5246.251953
	Iteration 2Q: 3 clusters Score -4749502 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -4750573.000000 Penalty: 5246.251953
	Iteration 3F: 3 clusters Score -4750573 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -4752095.000000 Penalty: 5246.251953
	Iteration 4F: 3 clusters Score -4752095 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -4754072.500000 Penalty: 5246.251953
	Iteration 5F: 3 clusters Score -4754072 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -4756403.000000 Penalty: 5246.251953
	Iteration 6F: 3 clusters Score -4756403 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -4758612.000000 Penalty: 5246.251953
	Iteration 7F: 3 clusters Score -4758612 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -4760398.000000 Penalty: 5246.251953
	Iteration 8F: 3 clusters Score -4760398 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -4761672.500000 Penalty: 5246.251953
	Iteration 9Q: 3 clusters Score -4761672 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -4762497.500000 Penalty: 5246.251953
	Iteration 10Q: 3 clusters Score -4762498 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -4763015.500000 Penalty: 5246.251953
	Iteration 11Q: 3 clusters Score -4763016 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -4763326.000000 Penalty: 5246.251953
	Iteration 12Q: 3 clusters Score -4763326 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -4763493.000000 Penalty: 5246.251953
	Iteration 13Q: 3 clusters Score -4763493 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -4763600.000000 Penalty: 5246.251953
	Iteration 14Q: 3 clusters Score -4763600 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -4763707.000000 Penalty: 5246.251953
	Iteration 15Q: 3 clusters Score -4763707 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -4763775.500000 Penalty: 5246.251953
	Iteration 16Q: 3 clusters Score -4763776 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -4763844.000000 Penalty: 5246.251953
	Iteration 17Q: 3 clusters Score -4763844 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -4763921.500000 Penalty: 5246.251953
	Iteration 18Q: 3 clusters Score -4763922 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -4763955.000000 Penalty: 5246.251953
	Iteration 19Q: 3 clusters Score -4763955 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -4763983.000000 Penalty: 5246.251953
	Iteration 20F: 3 clusters Score -4763983 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -4764011.500000 Penalty: 5246.251953
	Iteration 21Q: 3 clusters Score -4764012 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -4764030.500000 Penalty: 5246.251953
	Iteration 22Q: 3 clusters Score -4764030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -4764034.000000 Penalty: 5246.251953
	Iteration 23Q: 3 clusters Score -4764034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -4764029.000000 Penalty: 5246.251953
	Iteration 24Q: 3 clusters Score -4764029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -4764041.500000 Penalty: 5246.251953
	Iteration 25Q: 3 clusters Score -4764042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -4764042.000000 Penalty: 5246.251953
	Iteration 26Q: 3 clusters Score -4764042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -4764049.000000 Penalty: 5246.251953
	Iteration 27Q: 3 clusters Score -4764049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -4764047.500000 Penalty: 5246.251953
	Iteration 28Q: 3 clusters Score -4764048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -4764050.000000 Penalty: 5246.251953
	Iteration 29Q: 3 clusters Score -4764050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -4764047.500000 Penalty: 5246.251953
	Iteration 30Q: 3 clusters Score -4764048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -4764058.500000 Penalty: 5246.251953
	Iteration 31Q: 3 clusters Score -4764058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -4764062.500000 Penalty: 5246.251953
	Iteration 32Q: 3 clusters Score -4764062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -4764063.500000 Penalty: 5246.251953
	Iteration 33Q: 3 clusters Score -4764064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -4764062.000000 Penalty: 5246.251953
	Iteration 34Q: 3 clusters Score -4764062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -4764074.000000 Penalty: 5246.251953
	Iteration 35Q: 3 clusters Score -4764074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -4764069.500000 Penalty: 5246.251953
	Iteration 36Q: 3 clusters Score -4764070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -4764072.500000 Penalty: 5246.251953
	Iteration 37Q: 3 clusters Score -4764072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -4764070.000000 Penalty: 5246.251953
	Iteration 38Q: 3 clusters Score -4764070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -4764076.000000 Penalty: 5246.251953
	Iteration 39Q: 3 clusters Score -4764076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -4764074.500000 Penalty: 5246.251953
	Iteration 40F: 3 clusters Score -4764074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -4764082.000000 Penalty: 5246.251953
	Iteration 41Q: 3 clusters Score -4764082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -4764087.000000 Penalty: 5246.251953
	Iteration 42Q: 3 clusters Score -4764087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -4764087.500000 Penalty: 5246.251953
	Iteration 43Q: 3 clusters Score -4764088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -4764090.500000 Penalty: 5246.251953
	Iteration 44Q: 3 clusters Score -4764090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -4764085.000000 Penalty: 5246.251953
	Iteration 45Q: 3 clusters Score -4764085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -4764085.000000 Penalty: 5246.251953
	Iteration 46Q: 3 clusters Score -4764085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -4764089.000000 Penalty: 5246.251953
	Iteration 47Q: 3 clusters Score -4764089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -4764089.500000 Penalty: 5246.251953
	Iteration 48Q: 3 clusters Score -4764090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -4764089.500000 Penalty: 5246.251953
	Iteration 49Q: 3 clusters Score -4764090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -4764086.000000 Penalty: 5246.251953
	Iteration 50Q: 3 clusters Score -4764086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -4764083.000000 Penalty: 5246.251953
	Iteration 51Q: 3 clusters Score -4764083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -4764083.000000 Penalty: 5246.251953
	Iteration 52F: 3 clusters Score -4764083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (277410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277410 members 
Entering Unmasked Estep 
Score: -34417240.000000 Penalty: 3108.246338
	Iteration 0F: 2 clusters Score -3.441724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138778 members 
Mstep: Class 2 contains 138632 members 
Entering Unmasked Estep 
Score: -34238900.000000 Penalty: 6216.492676
	Iteration 0F: 3 clusters Score -3.42389e+07 nChanged 134672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141852 members 
Mstep: Class 2 contains 135558 members 
Entering Unmasked Estep 
Score: -34319172.000000 Penalty: 6216.492676
	Iteration 1F: 3 clusters Score -3.431917e+07 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144408 members 
Mstep: Class 2 contains 133002 members 
Entering Unmasked Estep 
Score: -34321992.000000 Penalty: 6216.492676
	Iteration 2Q: 3 clusters Score -3.432199e+07 nChanged 11323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148725 members 
Mstep: Class 2 contains 128685 members 
Entering Unmasked Estep 
Score: -34327412.000000 Penalty: 6216.492676
	Iteration 3Q: 3 clusters Score -3.432741e+07 nChanged 15201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155844 members 
Mstep: Class 2 contains 121566 members 
Entering Unmasked Estep 
Score: -34336772.000000 Penalty: 6216.492676
	Iteration 4F: 3 clusters Score -3.433677e+07 nChanged 19473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166179 members 
Mstep: Class 2 contains 111231 members 
Entering Unmasked Estep 
Score: -34350960.000000 Penalty: 6216.492676
	Iteration 5F: 3 clusters Score -3.435096e+07 nChanged 22186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179187 members 
Mstep: Class 2 contains 98223 members 
Entering Unmasked Estep 
Score: -34370376.000000 Penalty: 6216.492676
	Iteration 6F: 3 clusters Score -3.437038e+07 nChanged 20915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191452 members 
Mstep: Class 2 contains 85958 members 
Entering Unmasked Estep 
Score: -34388304.000000 Penalty: 6216.492676
	Iteration 7F: 3 clusters Score -3.43883e+07 nChanged 15140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200752 members 
Mstep: Class 2 contains 76658 members 
Entering Unmasked Estep 
Score: -34398036.000000 Penalty: 6216.492676
	Iteration 8F: 3 clusters Score -3.439804e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208210 members 
Mstep: Class 2 contains 69200 members 
Entering Unmasked Estep 
Score: -34402764.000000 Penalty: 6216.492676
	Iteration 9Q: 3 clusters Score -3.440276e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214723 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -34406152.000000 Penalty: 6216.492676
	Iteration 10Q: 3 clusters Score -3.440615e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220775 members 
Mstep: Class 2 contains 56635 members 
Entering Unmasked Estep 
Score: -34408420.000000 Penalty: 6216.492676
	Iteration 11Q: 3 clusters Score -3.440842e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226509 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -34410164.000000 Penalty: 6216.492676
	Iteration 12Q: 3 clusters Score -3.441016e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231792 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -34411416.000000 Penalty: 6216.492676
	Iteration 13Q: 3 clusters Score -3.441142e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236581 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -34412708.000000 Penalty: 6216.492676
	Iteration 14Q: 3 clusters Score -3.441271e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240991 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -34413616.000000 Penalty: 6216.492676
	Iteration 15Q: 3 clusters Score -3.441362e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245171 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -34414444.000000 Penalty: 6216.492676
	Iteration 16Q: 3 clusters Score -3.441444e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248974 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -34415280.000000 Penalty: 6216.492676
	Iteration 17Q: 3 clusters Score -3.441528e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252450 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -34415932.000000 Penalty: 6216.492676
	Iteration 18Q: 3 clusters Score -3.441593e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255689 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -34416200.000000 Penalty: 6216.492676
	Iteration 19Q: 3 clusters Score -3.44162e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258814 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -34416420.000000 Penalty: 6216.492676
	Iteration 20F: 3 clusters Score -3.441642e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261691 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -34416540.000000 Penalty: 6216.492676
	Iteration 21Q: 3 clusters Score -3.441654e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264140 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -34416716.000000 Penalty: 6216.492676
	Iteration 22Q: 3 clusters Score -3.441672e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266301 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -34417012.000000 Penalty: 6216.492676
	Iteration 23Q: 3 clusters Score -3.441701e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268142 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -34416928.000000 Penalty: 6216.492676
	Iteration 24Q: 3 clusters Score -3.441693e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269622 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -34416784.000000 Penalty: 6216.492676
	Iteration 25Q: 3 clusters Score -3.441678e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270911 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -34416768.000000 Penalty: 6216.492676
	Iteration 26Q: 3 clusters Score -3.441677e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271970 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -34416664.000000 Penalty: 6216.492676
	Iteration 27Q: 3 clusters Score -3.441666e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272812 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -34416516.000000 Penalty: 6216.492676
	Iteration 28Q: 3 clusters Score -3.441652e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273484 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -34416324.000000 Penalty: 6216.492676
	Iteration 29Q: 3 clusters Score -3.441632e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273995 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -34416300.000000 Penalty: 6216.492676
	Iteration 30Q: 3 clusters Score -3.44163e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274395 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -34416392.000000 Penalty: 6216.492676
	Iteration 31Q: 3 clusters Score -3.441639e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274710 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -34416224.000000 Penalty: 6216.492676
	Iteration 32Q: 3 clusters Score -3.441622e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274948 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -34416228.000000 Penalty: 6216.492676
	Iteration 33Q: 3 clusters Score -3.441623e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275122 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -34416192.000000 Penalty: 6216.492676
	Iteration 34Q: 3 clusters Score -3.441619e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275266 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -34416000.000000 Penalty: 6216.492676
	Iteration 35Q: 3 clusters Score -3.4416e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275376 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -34416040.000000 Penalty: 6216.492676
	Iteration 36Q: 3 clusters Score -3.441604e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275465 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -34415984.000000 Penalty: 6216.492676
	Iteration 37Q: 3 clusters Score -3.441598e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275537 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -34415972.000000 Penalty: 6216.492676
	Iteration 38Q: 3 clusters Score -3.441597e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275598 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -34415964.000000 Penalty: 6216.492676
	Iteration 39Q: 3 clusters Score -3.441596e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275653 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -34415976.000000 Penalty: 6216.492676
	Iteration 40F: 3 clusters Score -3.441598e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275696 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -34415964.000000 Penalty: 6216.492676
	Iteration 41Q: 3 clusters Score -3.441596e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275731 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -34415892.000000 Penalty: 6216.492676
	Iteration 42Q: 3 clusters Score -3.441589e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275768 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -34415920.000000 Penalty: 6216.492676
	Iteration 43Q: 3 clusters Score -3.441592e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275797 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -34415900.000000 Penalty: 6216.492676
	Iteration 44Q: 3 clusters Score -3.44159e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275824 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -34415892.000000 Penalty: 6216.492676
	Iteration 45Q: 3 clusters Score -3.441589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275838 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -34415904.000000 Penalty: 6216.492676
	Iteration 46Q: 3 clusters Score -3.44159e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275849 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -34415920.000000 Penalty: 6216.492676
	Iteration 47Q: 3 clusters Score -3.441592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275858 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -34415928.000000 Penalty: 6216.492676
	Iteration 48Q: 3 clusters Score -3.441593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275867 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -34415924.000000 Penalty: 6216.492676
	Iteration 49Q: 3 clusters Score -3.441592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275877 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -34415916.000000 Penalty: 6216.492676
	Iteration 50Q: 3 clusters Score -3.441592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275887 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -34415920.000000 Penalty: 6216.492676
	Iteration 51Q: 3 clusters Score -3.441592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275895 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -34415916.000000 Penalty: 6216.492676
	Iteration 52Q: 3 clusters Score -3.441592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275910 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -34415936.000000 Penalty: 6216.492676
	Iteration 53Q: 3 clusters Score -3.441594e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275928 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -34415884.000000 Penalty: 6216.492676
	Iteration 54Q: 3 clusters Score -3.441588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275942 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -34415888.000000 Penalty: 6216.492676
	Iteration 55Q: 3 clusters Score -3.441589e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275956 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -34415888.000000 Penalty: 6216.492676
	Iteration 56Q: 3 clusters Score -3.441589e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275968 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -34415876.000000 Penalty: 6216.492676
	Iteration 57Q: 3 clusters Score -3.441588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275979 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -34415876.000000 Penalty: 6216.492676
	Iteration 58Q: 3 clusters Score -3.441588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275988 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -34415880.000000 Penalty: 6216.492676
	Iteration 59Q: 3 clusters Score -3.441588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275993 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -34415904.000000 Penalty: 6216.492676
	Iteration 60F: 3 clusters Score -3.44159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275999 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -34415876.000000 Penalty: 6216.492676
	Iteration 61Q: 3 clusters Score -3.441588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276004 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -34415880.000000 Penalty: 6216.492676
	Iteration 62Q: 3 clusters Score -3.441588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276012 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -34415884.000000 Penalty: 6216.492676
	Iteration 63Q: 3 clusters Score -3.441588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276019 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -34415908.000000 Penalty: 6216.492676
	Iteration 64Q: 3 clusters Score -3.441591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276026 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -34415880.000000 Penalty: 6216.492676
	Iteration 65Q: 3 clusters Score -3.441588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276029 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -34415888.000000 Penalty: 6216.492676
	Iteration 66Q: 3 clusters Score -3.441589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276031 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -34415884.000000 Penalty: 6216.492676
	Iteration 67Q: 3 clusters Score -3.441588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276035 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -34415896.000000 Penalty: 6216.492676
	Iteration 68Q: 3 clusters Score -3.44159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276038 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -34415884.000000 Penalty: 6216.492676
	Iteration 69Q: 3 clusters Score -3.441588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276043 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -34415880.000000 Penalty: 6216.492676
	Iteration 70Q: 3 clusters Score -3.441588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276046 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -34415888.000000 Penalty: 6216.492676
	Iteration 71Q: 3 clusters Score -3.441589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276047 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -34415888.000000 Penalty: 6216.492676
	Iteration 72Q: 3 clusters Score -3.441589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276047 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -34415888.000000 Penalty: 6216.492676
	Iteration 73F: 3 clusters Score -3.441589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Entering Unmasked Estep 
Score: -1788523.500000 Penalty: 2375.197754
	Iteration 0F: 2 clusters Score -1788524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1778037.750000 Penalty: 4750.395508
	Iteration 0F: 3 clusters Score -1778038 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1781241.000000 Penalty: 4750.395508
	Iteration 1F: 3 clusters Score -1781241 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1781587.125000 Penalty: 4750.395508
	Iteration 2F: 3 clusters Score -1781587 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1781916.625000 Penalty: 4750.395508
	Iteration 3Q: 3 clusters Score -1781917 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1782235.250000 Penalty: 4750.395508
	Iteration 4Q: 3 clusters Score -1782235 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1782551.625000 Penalty: 4750.395508
	Iteration 5Q: 3 clusters Score -1782552 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1782906.625000 Penalty: 4750.395508
	Iteration 6Q: 3 clusters Score -1782907 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1783324.500000 Penalty: 4750.395508
	Iteration 7Q: 3 clusters Score -1783324 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1783786.750000 Penalty: 4750.395508
	Iteration 8Q: 3 clusters Score -1783787 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1784306.625000 Penalty: 4750.395508
	Iteration 9Q: 3 clusters Score -1784307 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1784838.875000 Penalty: 4750.395508
	Iteration 10Q: 3 clusters Score -1784839 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1785243.125000 Penalty: 4750.395508
	Iteration 11Q: 3 clusters Score -1785243 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1785540.250000 Penalty: 4750.395508
	Iteration 12Q: 3 clusters Score -1785540 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1785735.125000 Penalty: 4750.395508
	Iteration 13Q: 3 clusters Score -1785735 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1785879.000000 Penalty: 4750.395508
	Iteration 14Q: 3 clusters Score -1785879 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1786019.000000 Penalty: 4750.395508
	Iteration 15Q: 3 clusters Score -1786019 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1786126.250000 Penalty: 4750.395508
	Iteration 16Q: 3 clusters Score -1786126 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1786198.125000 Penalty: 4750.395508
	Iteration 17Q: 3 clusters Score -1786198 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1786251.375000 Penalty: 4750.395508
	Iteration 18Q: 3 clusters Score -1786251 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1786290.500000 Penalty: 4750.395508
	Iteration 19Q: 3 clusters Score -1786290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1786320.125000 Penalty: 4750.395508
	Iteration 20F: 3 clusters Score -1786320 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1786353.625000 Penalty: 4750.395508
	Iteration 21Q: 3 clusters Score -1786354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1786371.125000 Penalty: 4750.395508
	Iteration 22Q: 3 clusters Score -1786371 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1786396.500000 Penalty: 4750.395508
	Iteration 23Q: 3 clusters Score -1786396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1786417.250000 Penalty: 4750.395508
	Iteration 24Q: 3 clusters Score -1786417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1786429.375000 Penalty: 4750.395508
	Iteration 25Q: 3 clusters Score -1786429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1786440.375000 Penalty: 4750.395508
	Iteration 26Q: 3 clusters Score -1786440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1786443.125000 Penalty: 4750.395508
	Iteration 27Q: 3 clusters Score -1786443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1786445.875000 Penalty: 4750.395508
	Iteration 28Q: 3 clusters Score -1786446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1786450.000000 Penalty: 4750.395508
	Iteration 29Q: 3 clusters Score -1786450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1786456.000000 Penalty: 4750.395508
	Iteration 30Q: 3 clusters Score -1786456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1786463.125000 Penalty: 4750.395508
	Iteration 31Q: 3 clusters Score -1786463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1786468.125000 Penalty: 4750.395508
	Iteration 32Q: 3 clusters Score -1786468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1786475.250000 Penalty: 4750.395508
	Iteration 33Q: 3 clusters Score -1786475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1786482.750000 Penalty: 4750.395508
	Iteration 34Q: 3 clusters Score -1786483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1786484.000000 Penalty: 4750.395508
	Iteration 35Q: 3 clusters Score -1786484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1786491.000000 Penalty: 4750.395508
	Iteration 36Q: 3 clusters Score -1786491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1786492.750000 Penalty: 4750.395508
	Iteration 37Q: 3 clusters Score -1786493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1786492.500000 Penalty: 4750.395508
	Iteration 38Q: 3 clusters Score -1786492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1786496.000000 Penalty: 4750.395508
	Iteration 39Q: 3 clusters Score -1786496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1786494.375000 Penalty: 4750.395508
	Iteration 40F: 3 clusters Score -1786494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1786494.875000 Penalty: 4750.395508
	Iteration 41Q: 3 clusters Score -1786495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1786494.875000 Penalty: 4750.395508
	Iteration 42F: 3 clusters Score -1786495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -116972.968750 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -116973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -115023.960938 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -115024 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -115457.062500 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -115457.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -115784.718750 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -115784.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -116251.437500 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -116251.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -116626.890625 Penalty: 3437.525391
	Iteration 4F: 3 clusters Score -116626.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -116785.140625 Penalty: 3437.525391
	Iteration 5Q: 3 clusters Score -116785.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -116825.078125 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -116825.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -116862.390625 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -116862.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -116883.914062 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -116883.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -116890.726562 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -116890.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -116897.039062 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -116897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -116900.500000 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -116900.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -116904.289062 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -116904.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -116906.609375 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -116906.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -116906.609375 Penalty: 3437.525391
	Iteration 14F: 3 clusters Score -116906.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 78124 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10233 members 
Mstep: Class 8 contains 17102 members 
Mstep: Class 9 contains 269631 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10430 members 
Mstep: Class 12 contains 55806 members 
Mstep: Class 13 contains 20226 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28259 members 
Mstep: Class 16 contains 81250 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108306 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176661 members 
Mstep: Class 21 contains 20013 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 277410 members 
Mstep: Class 26 contains 14435 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627024.000000 Penalty: 94130.875000
Iteration 479Q: 28 clusters Score -1.54627e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78127 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10232 members 
Mstep: Class 8 contains 17101 members 
Mstep: Class 9 contains 269650 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10429 members 
Mstep: Class 12 contains 55805 members 
Mstep: Class 13 contains 20226 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28259 members 
Mstep: Class 16 contains 81252 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108297 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176665 members 
Mstep: Class 21 contains 20015 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39228 members 
Mstep: Class 25 contains 277392 members 
Mstep: Class 26 contains 14434 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626992.000000 Penalty: 94130.875000
Iteration 480F: 28 clusters Score -1.54627e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78131 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10232 members 
Mstep: Class 8 contains 17101 members 
Mstep: Class 9 contains 269687 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10429 members 
Mstep: Class 12 contains 55801 members 
Mstep: Class 13 contains 20226 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28257 members 
Mstep: Class 16 contains 81252 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108294 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176651 members 
Mstep: Class 21 contains 20014 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 277375 members 
Mstep: Class 26 contains 14435 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626992.000000 Penalty: 94130.875000
Iteration 481Q: 28 clusters Score -1.54627e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78137 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10234 members 
Mstep: Class 8 contains 17102 members 
Mstep: Class 9 contains 269718 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10429 members 
Mstep: Class 12 contains 55800 members 
Mstep: Class 13 contains 20226 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28257 members 
Mstep: Class 16 contains 81249 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108296 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176639 members 
Mstep: Class 21 contains 20016 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 277348 members 
Mstep: Class 26 contains 14434 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626928.000000 Penalty: 94130.875000
Iteration 482Q: 28 clusters Score -1.546269e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 78141 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10235 members 
Mstep: Class 8 contains 17102 members 
Mstep: Class 9 contains 269752 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10429 members 
Mstep: Class 12 contains 55799 members 
Mstep: Class 13 contains 20226 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28257 members 
Mstep: Class 16 contains 81244 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108298 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176628 members 
Mstep: Class 21 contains 20016 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 277323 members 
Mstep: Class 26 contains 14434 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626880.000000 Penalty: 94130.875000
Iteration 483Q: 28 clusters Score -1.546269e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 78145 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10234 members 
Mstep: Class 8 contains 17102 members 
Mstep: Class 9 contains 269778 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10429 members 
Mstep: Class 12 contains 55792 members 
Mstep: Class 13 contains 20226 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28257 members 
Mstep: Class 16 contains 81244 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108296 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176621 members 
Mstep: Class 21 contains 20016 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 277309 members 
Mstep: Class 26 contains 14435 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626816.000000 Penalty: 94130.875000
Iteration 484Q: 28 clusters Score -1.546268e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 78146 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10235 members 
Mstep: Class 8 contains 17102 members 
Mstep: Class 9 contains 269798 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10428 members 
Mstep: Class 12 contains 55791 members 
Mstep: Class 13 contains 20227 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28257 members 
Mstep: Class 16 contains 81242 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108295 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176611 members 
Mstep: Class 21 contains 20017 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 277300 members 
Mstep: Class 26 contains 14435 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626768.000000 Penalty: 94130.875000
Iteration 485Q: 28 clusters Score -1.546268e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 78146 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10234 members 
Mstep: Class 8 contains 17102 members 
Mstep: Class 9 contains 269833 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10429 members 
Mstep: Class 12 contains 55790 members 
Mstep: Class 13 contains 20228 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28256 members 
Mstep: Class 16 contains 81241 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108296 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176606 members 
Mstep: Class 21 contains 20018 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 277270 members 
Mstep: Class 26 contains 14435 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626752.000000 Penalty: 94130.875000
Iteration 486Q: 28 clusters Score -1.546268e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 78141 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10234 members 
Mstep: Class 8 contains 17103 members 
Mstep: Class 9 contains 269873 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10429 members 
Mstep: Class 12 contains 55784 members 
Mstep: Class 13 contains 20228 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28256 members 
Mstep: Class 16 contains 81238 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108297 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176603 members 
Mstep: Class 21 contains 20017 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 277245 members 
Mstep: Class 26 contains 14436 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626848.000000 Penalty: 94130.875000
Iteration 487Q: 28 clusters Score -1.546268e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78143 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10234 members 
Mstep: Class 8 contains 17106 members 
Mstep: Class 9 contains 269904 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10431 members 
Mstep: Class 12 contains 55780 members 
Mstep: Class 13 contains 20228 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28255 members 
Mstep: Class 16 contains 81227 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108296 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176599 members 
Mstep: Class 21 contains 20017 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 277230 members 
Mstep: Class 26 contains 14435 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626864.000000 Penalty: 94130.875000
Iteration 488Q: 28 clusters Score -1.546269e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 78145 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10234 members 
Mstep: Class 8 contains 17107 members 
Mstep: Class 9 contains 269915 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10431 members 
Mstep: Class 12 contains 55778 members 
Mstep: Class 13 contains 20228 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28255 members 
Mstep: Class 16 contains 81223 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108295 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176588 members 
Mstep: Class 21 contains 20017 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39226 members 
Mstep: Class 25 contains 277236 members 
Mstep: Class 26 contains 14435 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626816.000000 Penalty: 94130.875000
Iteration 489Q: 28 clusters Score -1.546268e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78143 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10234 members 
Mstep: Class 8 contains 17109 members 
Mstep: Class 9 contains 269932 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10431 members 
Mstep: Class 12 contains 55779 members 
Mstep: Class 13 contains 20229 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28255 members 
Mstep: Class 16 contains 81220 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108294 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176576 members 
Mstep: Class 21 contains 20016 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39225 members 
Mstep: Class 25 contains 277233 members 
Mstep: Class 26 contains 14435 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626944.000000 Penalty: 94130.875000
Iteration 490Q: 28 clusters Score -1.546269e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78135 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10234 members 
Mstep: Class 8 contains 17110 members 
Mstep: Class 9 contains 269965 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10430 members 
Mstep: Class 12 contains 55777 members 
Mstep: Class 13 contains 20230 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28255 members 
Mstep: Class 16 contains 81219 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108287 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176565 members 
Mstep: Class 21 contains 20015 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39225 members 
Mstep: Class 25 contains 277229 members 
Mstep: Class 26 contains 14435 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626800.000000 Penalty: 94130.875000
Iteration 491Q: 28 clusters Score -1.546268e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 78135 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10236 members 
Mstep: Class 8 contains 17109 members 
Mstep: Class 9 contains 269992 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10428 members 
Mstep: Class 12 contains 55778 members 
Mstep: Class 13 contains 20229 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28255 members 
Mstep: Class 16 contains 81220 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108282 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176559 members 
Mstep: Class 21 contains 20014 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39225 members 
Mstep: Class 25 contains 277214 members 
Mstep: Class 26 contains 14435 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626752.000000 Penalty: 94130.875000
Iteration 492Q: 28 clusters Score -1.546268e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 78135 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10239 members 
Mstep: Class 8 contains 17108 members 
Mstep: Class 9 contains 270011 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10428 members 
Mstep: Class 12 contains 55776 members 
Mstep: Class 13 contains 20229 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28255 members 
Mstep: Class 16 contains 81213 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108278 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176556 members 
Mstep: Class 21 contains 20011 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39223 members 
Mstep: Class 25 contains 277214 members 
Mstep: Class 26 contains 14435 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626912.000000 Penalty: 94130.875000
Iteration 493Q: 28 clusters Score -1.546269e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 78134 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10242 members 
Mstep: Class 8 contains 17109 members 
Mstep: Class 9 contains 270040 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10427 members 
Mstep: Class 12 contains 55776 members 
Mstep: Class 13 contains 20229 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28255 members 
Mstep: Class 16 contains 81208 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108272 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176545 members 
Mstep: Class 21 contains 20011 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39223 members 
Mstep: Class 25 contains 277206 members 
Mstep: Class 26 contains 14435 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154627008.000000 Penalty: 94130.875000
Iteration 494Q: 28 clusters Score -1.54627e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 78133 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10239 members 
Mstep: Class 8 contains 17109 members 
Mstep: Class 9 contains 270070 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10426 members 
Mstep: Class 12 contains 55771 members 
Mstep: Class 13 contains 20229 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28256 members 
Mstep: Class 16 contains 81204 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108264 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176533 members 
Mstep: Class 21 contains 20010 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39223 members 
Mstep: Class 25 contains 277210 members 
Mstep: Class 26 contains 14435 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626880.000000 Penalty: 94130.875000
Iteration 495Q: 28 clusters Score -1.546269e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78130 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10239 members 
Mstep: Class 8 contains 17108 members 
Mstep: Class 9 contains 270098 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10421 members 
Mstep: Class 12 contains 55769 members 
Mstep: Class 13 contains 20229 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28257 members 
Mstep: Class 16 contains 81195 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108256 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176534 members 
Mstep: Class 21 contains 20005 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39224 members 
Mstep: Class 25 contains 277210 members 
Mstep: Class 26 contains 14435 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626976.000000 Penalty: 94130.875000
Iteration 496Q: 28 clusters Score -1.54627e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78129 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10237 members 
Mstep: Class 8 contains 17106 members 
Mstep: Class 9 contains 270113 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 10421 members 
Mstep: Class 12 contains 55774 members 
Mstep: Class 13 contains 20228 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28257 members 
Mstep: Class 16 contains 81191 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108251 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176521 members 
Mstep: Class 21 contains 19999 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39224 members 
Mstep: Class 25 contains 277224 members 
Mstep: Class 26 contains 14435 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626944.000000 Penalty: 94130.875000
Iteration 497Q: 28 clusters Score -1.546269e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 78129 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10236 members 
Mstep: Class 8 contains 17106 members 
Mstep: Class 9 contains 270135 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10419 members 
Mstep: Class 12 contains 55776 members 
Mstep: Class 13 contains 20228 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28257 members 
Mstep: Class 16 contains 81184 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108248 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176512 members 
Mstep: Class 21 contains 19992 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39223 members 
Mstep: Class 25 contains 277230 members 
Mstep: Class 26 contains 14436 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626928.000000 Penalty: 94130.875000
Iteration 498Q: 28 clusters Score -1.546269e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 78130 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10236 members 
Mstep: Class 8 contains 17107 members 
Mstep: Class 9 contains 270151 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10419 members 
Mstep: Class 12 contains 55780 members 
Mstep: Class 13 contains 20228 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 28257 members 
Mstep: Class 16 contains 81184 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108239 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176509 members 
Mstep: Class 21 contains 19990 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39223 members 
Mstep: Class 25 contains 277222 members 
Mstep: Class 26 contains 14438 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626912.000000 Penalty: 94130.875000
Iteration 499Q: 28 clusters Score -1.546269e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 78132 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 10236 members 
Mstep: Class 8 contains 17106 members 
Mstep: Class 9 contains 270175 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 10419 members 
Mstep: Class 12 contains 55782 members 
Mstep: Class 13 contains 20228 members 
Mstep: Class 14 contains 22571 members 
Mstep: Class 15 contains 28256 members 
Mstep: Class 16 contains 81181 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 108234 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 176490 members 
Mstep: Class 21 contains 19990 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 39222 members 
Mstep: Class 25 contains 277223 members 
Mstep: Class 26 contains 14439 members 
Mstep: Class 27 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626928.000000 Penalty: 94130.875000
Iteration 500F: 28 clusters Score -1.546269e+08 nChanged 134
Maximum iterations exceeded
--- Evaluating fit on full set of 3822400 points ---
Entering Unmasked Estep 
Score: -473340288.000000 Penalty: 101487.179688
22->28 Clusters: Score -473340288.000000, best is -473333472.000000
THE BEST YET!

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1274133 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57789 members 
Mstep: Class 2 contains 57357 members 
Mstep: Class 3 contains 57791 members 
Mstep: Class 4 contains 58148 members 
Mstep: Class 5 contains 57468 members 
Mstep: Class 6 contains 57860 members 
Mstep: Class 7 contains 58327 members 
Mstep: Class 8 contains 58058 members 
Mstep: Class 9 contains 57933 members 
Mstep: Class 10 contains 57969 members 
Mstep: Class 11 contains 57727 members 
Mstep: Class 12 contains 57965 members 
Mstep: Class 13 contains 58075 members 
Mstep: Class 14 contains 57946 members 
Mstep: Class 15 contains 57772 members 
Mstep: Class 16 contains 58175 members 
Mstep: Class 17 contains 57942 members 
Mstep: Class 18 contains 57927 members 
Mstep: Class 19 contains 58080 members 
Mstep: Class 20 contains 58121 members 
Mstep: Class 21 contains 57962 members 
Mstep: Class 22 contains 57741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 935.351624 but Gain 3486.328125
Score: -147661120.000000 Penalty: 73212.898438
Iteration 0F: 22 clusters Score -1.476611e+08 nChanged 1213010
Entering Unmasked Mstep 
Mstep: Class 0 contains 3653 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 12970 members 
Mstep: Class 3 contains 124531 members 
Mstep: Class 4 contains 31689 members 
Mstep: Class 6 contains 68774 members 
Mstep: Class 7 contains 44879 members 
Mstep: Class 8 contains 88873 members 
Mstep: Class 9 contains 47663 members 
Mstep: Class 10 contains 58703 members 
Mstep: Class 11 contains 56343 members 
Mstep: Class 12 contains 18662 members 
Mstep: Class 13 contains 62201 members 
Mstep: Class 14 contains 29315 members 
Mstep: Class 15 contains 350840 members 
Mstep: Class 16 contains 40652 members 
Mstep: Class 17 contains 60864 members 
Mstep: Class 18 contains 46718 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 36748 members 
Mstep: Class 21 contains 20818 members 
Mstep: Class 22 contains 39529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152255040.000000 Penalty: 73212.898438
Iteration 1F: 22 clusters Score -1.52255e+08 nChanged 541563
Entering Unmasked Mstep 
Mstep: Class 0 contains 1654 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 5932 members 
Mstep: Class 3 contains 108589 members 
Mstep: Class 4 contains 24183 members 
Mstep: Class 6 contains 32385 members 
Mstep: Class 7 contains 37587 members 
Mstep: Class 8 contains 58584 members 
Mstep: Class 9 contains 37869 members 
Mstep: Class 10 contains 67596 members 
Mstep: Class 11 contains 44988 members 
Mstep: Class 12 contains 11885 members 
Mstep: Class 13 contains 48613 members 
Mstep: Class 14 contains 11930 members 
Mstep: Class 15 contains 586398 members 
Mstep: Class 16 contains 36920 members 
Mstep: Class 17 contains 65721 members 
Mstep: Class 18 contains 27040 members 
Mstep: Class 19 contains 9113 members 
Mstep: Class 20 contains 15432 members 
Mstep: Class 21 contains 10373 members 
Mstep: Class 22 contains 21696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152915008.000000 Penalty: 73212.898438
Iteration 2F: 22 clusters Score -1.52915e+08 nChanged 295969
Entering Unmasked Mstep 
Mstep: Class 0 contains 474 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 3681 members 
Mstep: Class 3 contains 147695 members 
Mstep: Class 4 contains 24383 members 
Mstep: Class 6 contains 21084 members 
Mstep: Class 7 contains 38725 members 
Mstep: Class 8 contains 54572 members 
Mstep: Class 9 contains 40608 members 
Mstep: Class 10 contains 67427 members 
Mstep: Class 11 contains 41763 members 
Mstep: Class 12 contains 13298 members 
Mstep: Class 13 contains 41952 members 
Mstep: Class 14 contains 5982 members 
Mstep: Class 15 contains 570244 members 
Mstep: Class 16 contains 49985 members 
Mstep: Class 17 contains 80809 members 
Mstep: Class 18 contains 19578 members 
Mstep: Class 19 contains 6087 members 
Mstep: Class 20 contains 12144 members 
Mstep: Class 21 contains 8909 members 
Mstep: Class 22 contains 15202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3002.929932 but Gain 3486.328125
Score: -153274848.000000 Penalty: 69726.570312
Iteration 3F: 21 clusters Score -1.532748e+08 nChanged 209874
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 205207 members 
Mstep: Class 4 contains 24647 members 
Mstep: Class 6 contains 16768 members 
Mstep: Class 7 contains 37430 members 
Mstep: Class 8 contains 65295 members 
Mstep: Class 9 contains 41930 members 
Mstep: Class 10 contains 58031 members 
Mstep: Class 11 contains 35699 members 
Mstep: Class 12 contains 16135 members 
Mstep: Class 13 contains 35803 members 
Mstep: Class 15 contains 516786 members 
Mstep: Class 16 contains 60447 members 
Mstep: Class 17 contains 95427 members 
Mstep: Class 18 contains 15441 members 
Mstep: Class 19 contains 5214 members 
Mstep: Class 20 contains 13283 members 
Mstep: Class 21 contains 6532 members 
Mstep: Class 22 contains 12151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153545856.000000 Penalty: 69726.570312
Iteration 4F: 21 clusters Score -1.535459e+08 nChanged 182353
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 2218 members 
Mstep: Class 3 contains 256011 members 
Mstep: Class 4 contains 26197 members 
Mstep: Class 6 contains 14286 members 
Mstep: Class 7 contains 33895 members 
Mstep: Class 8 contains 84670 members 
Mstep: Class 9 contains 42417 members 
Mstep: Class 10 contains 48963 members 
Mstep: Class 11 contains 28928 members 
Mstep: Class 12 contains 19492 members 
Mstep: Class 13 contains 30932 members 
Mstep: Class 15 contains 458291 members 
Mstep: Class 16 contains 62989 members 
Mstep: Class 17 contains 108945 members 
Mstep: Class 18 contains 11600 members 
Mstep: Class 19 contains 5132 members 
Mstep: Class 20 contains 15721 members 
Mstep: Class 21 contains 4851 members 
Mstep: Class 22 contains 11159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153770144.000000 Penalty: 69726.570312
Iteration 5F: 21 clusters Score -1.537701e+08 nChanged 156100
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 288360 members 
Mstep: Class 4 contains 29432 members 
Mstep: Class 6 contains 12718 members 
Mstep: Class 7 contains 29397 members 
Mstep: Class 8 contains 108684 members 
Mstep: Class 9 contains 43301 members 
Mstep: Class 10 contains 42116 members 
Mstep: Class 11 contains 22768 members 
Mstep: Class 12 contains 22309 members 
Mstep: Class 13 contains 28460 members 
Mstep: Class 15 contains 410397 members 
Mstep: Class 16 contains 59311 members 
Mstep: Class 17 contains 120008 members 
Mstep: Class 18 contains 9286 members 
Mstep: Class 19 contains 5138 members 
Mstep: Class 20 contains 19271 members 
Mstep: Class 21 contains 4343 members 
Mstep: Class 22 contains 11222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153951552.000000 Penalty: 69726.570312
Iteration 6F: 21 clusters Score -1.539516e+08 nChanged 130587
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1778 members 
Mstep: Class 3 contains 303619 members 
Mstep: Class 4 contains 34023 members 
Mstep: Class 6 contains 12018 members 
Mstep: Class 7 contains 24786 members 
Mstep: Class 8 contains 132321 members 
Mstep: Class 9 contains 44870 members 
Mstep: Class 10 contains 36896 members 
Mstep: Class 11 contains 17169 members 
Mstep: Class 12 contains 24610 members 
Mstep: Class 13 contains 27406 members 
Mstep: Class 15 contains 377434 members 
Mstep: Class 16 contains 53604 members 
Mstep: Class 17 contains 127245 members 
Mstep: Class 18 contains 8238 members 
Mstep: Class 19 contains 4859 members 
Mstep: Class 20 contains 23113 members 
Mstep: Class 21 contains 4339 members 
Mstep: Class 22 contains 11653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154089104.000000 Penalty: 69726.570312
Iteration 7F: 21 clusters Score -1.540891e+08 nChanged 112028
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1714 members 
Mstep: Class 3 contains 307858 members 
Mstep: Class 4 contains 38840 members 
Mstep: Class 6 contains 12115 members 
Mstep: Class 7 contains 20432 members 
Mstep: Class 8 contains 154556 members 
Mstep: Class 9 contains 47062 members 
Mstep: Class 10 contains 32828 members 
Mstep: Class 11 contains 12533 members 
Mstep: Class 12 contains 26605 members 
Mstep: Class 13 contains 27278 members 
Mstep: Class 15 contains 354815 members 
Mstep: Class 16 contains 48379 members 
Mstep: Class 17 contains 131312 members 
Mstep: Class 18 contains 7704 members 
Mstep: Class 19 contains 3920 members 
Mstep: Class 20 contains 25956 members 
Mstep: Class 21 contains 4243 members 
Mstep: Class 22 contains 12789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154197104.000000 Penalty: 69726.570312
Iteration 8F: 21 clusters Score -1.541971e+08 nChanged 99802
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1674 members 
Mstep: Class 3 contains 304837 members 
Mstep: Class 4 contains 43021 members 
Mstep: Class 6 contains 12336 members 
Mstep: Class 7 contains 16648 members 
Mstep: Class 8 contains 175594 members 
Mstep: Class 9 contains 49469 members 
Mstep: Class 10 contains 29680 members 
Mstep: Class 11 contains 8933 members 
Mstep: Class 12 contains 28497 members 
Mstep: Class 13 contains 27628 members 
Mstep: Class 15 contains 338226 members 
Mstep: Class 16 contains 44695 members 
Mstep: Class 17 contains 133639 members 
Mstep: Class 18 contains 7307 members 
Mstep: Class 19 contains 2971 members 
Mstep: Class 20 contains 28085 members 
Mstep: Class 21 contains 4119 members 
Mstep: Class 22 contains 14212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154275440.000000 Penalty: 69726.570312
Iteration 9F: 21 clusters Score -1.542754e+08 nChanged 90688
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 292283 members 
Mstep: Class 4 contains 46632 members 
Mstep: Class 6 contains 12259 members 
Mstep: Class 7 contains 13877 members 
Mstep: Class 8 contains 195709 members 
Mstep: Class 9 contains 51916 members 
Mstep: Class 10 contains 27197 members 
Mstep: Class 11 contains 6451 members 
Mstep: Class 12 contains 30174 members 
Mstep: Class 13 contains 28402 members 
Mstep: Class 15 contains 327758 members 
Mstep: Class 16 contains 42625 members 
Mstep: Class 17 contains 136346 members 
Mstep: Class 18 contains 6921 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 29854 members 
Mstep: Class 21 contains 3908 members 
Mstep: Class 22 contains 15680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154330592.000000 Penalty: 69726.570312
Iteration 10F: 21 clusters Score -1.543306e+08 nChanged 80146
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1633 members 
Mstep: Class 3 contains 273736 members 
Mstep: Class 4 contains 49832 members 
Mstep: Class 6 contains 11717 members 
Mstep: Class 7 contains 11832 members 
Mstep: Class 8 contains 214599 members 
Mstep: Class 9 contains 54082 members 
Mstep: Class 10 contains 25344 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 31520 members 
Mstep: Class 13 contains 29264 members 
Mstep: Class 15 contains 319691 members 
Mstep: Class 16 contains 42123 members 
Mstep: Class 17 contains 141255 members 
Mstep: Class 18 contains 6563 members 
Mstep: Class 19 contains 1981 members 
Mstep: Class 20 contains 31360 members 
Mstep: Class 21 contains 3692 members 
Mstep: Class 22 contains 17113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154373552.000000 Penalty: 69726.570312
Iteration 11F: 21 clusters Score -1.543736e+08 nChanged 67184
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 253781 members 
Mstep: Class 4 contains 52339 members 
Mstep: Class 6 contains 11053 members 
Mstep: Class 7 contains 10410 members 
Mstep: Class 8 contains 230480 members 
Mstep: Class 9 contains 55874 members 
Mstep: Class 10 contains 23887 members 
Mstep: Class 11 contains 3798 members 
Mstep: Class 12 contains 32680 members 
Mstep: Class 13 contains 30016 members 
Mstep: Class 15 contains 314722 members 
Mstep: Class 16 contains 42615 members 
Mstep: Class 17 contains 146521 members 
Mstep: Class 18 contains 6281 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 32561 members 
Mstep: Class 21 contains 3546 members 
Mstep: Class 22 contains 18356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3439.047363 but Gain 3486.328125
Score: -154400672.000000 Penalty: 66240.242188
Iteration 12F: 20 clusters Score -1.544007e+08 nChanged 60200
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1615 members 
Mstep: Class 3 contains 234699 members 
Mstep: Class 4 contains 54365 members 
Mstep: Class 6 contains 10254 members 
Mstep: Class 7 contains 9517 members 
Mstep: Class 8 contains 245768 members 
Mstep: Class 9 contains 57682 members 
Mstep: Class 10 contains 22659 members 
Mstep: Class 12 contains 33877 members 
Mstep: Class 13 contains 30644 members 
Mstep: Class 15 contains 310956 members 
Mstep: Class 16 contains 43669 members 
Mstep: Class 17 contains 152533 members 
Mstep: Class 18 contains 5990 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 20 contains 33468 members 
Mstep: Class 21 contains 3454 members 
Mstep: Class 22 contains 19505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154424912.000000 Penalty: 66240.242188
Iteration 13Q: 20 clusters Score -1.544249e+08 nChanged 49760
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1588 members 
Mstep: Class 3 contains 217011 members 
Mstep: Class 4 contains 55756 members 
Mstep: Class 6 contains 9511 members 
Mstep: Class 7 contains 8896 members 
Mstep: Class 8 contains 258845 members 
Mstep: Class 9 contains 58958 members 
Mstep: Class 10 contains 21722 members 
Mstep: Class 12 contains 34738 members 
Mstep: Class 13 contains 30801 members 
Mstep: Class 15 contains 306119 members 
Mstep: Class 16 contains 45162 members 
Mstep: Class 17 contains 157979 members 
Mstep: Class 18 contains 5684 members 
Mstep: Class 19 contains 1602 members 
Mstep: Class 20 contains 34045 members 
Mstep: Class 21 contains 3350 members 
Mstep: Class 22 contains 20434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154443264.000000 Penalty: 66240.242188
Iteration 14Q: 20 clusters Score -1.544433e+08 nChanged 44828
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1552 members 
Mstep: Class 3 contains 201498 members 
Mstep: Class 4 contains 56475 members 
Mstep: Class 6 contains 8962 members 
Mstep: Class 7 contains 8501 members 
Mstep: Class 8 contains 270604 members 
Mstep: Class 9 contains 59757 members 
Mstep: Class 10 contains 20957 members 
Mstep: Class 12 contains 35424 members 
Mstep: Class 13 contains 30640 members 
Mstep: Class 15 contains 302834 members 
Mstep: Class 16 contains 46860 members 
Mstep: Class 17 contains 162078 members 
Mstep: Class 18 contains 5320 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 34519 members 
Mstep: Class 21 contains 3249 members 
Mstep: Class 22 contains 21171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154457088.000000 Penalty: 66240.242188
Iteration 15Q: 20 clusters Score -1.544571e+08 nChanged 41611
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1534 members 
Mstep: Class 3 contains 188836 members 
Mstep: Class 4 contains 56692 members 
Mstep: Class 6 contains 8633 members 
Mstep: Class 7 contains 8192 members 
Mstep: Class 8 contains 282223 members 
Mstep: Class 9 contains 60144 members 
Mstep: Class 10 contains 20362 members 
Mstep: Class 12 contains 35961 members 
Mstep: Class 13 contains 30227 members 
Mstep: Class 15 contains 299308 members 
Mstep: Class 16 contains 48620 members 
Mstep: Class 17 contains 164785 members 
Mstep: Class 18 contains 4931 members 
Mstep: Class 19 contains 1603 members 
Mstep: Class 20 contains 34827 members 
Mstep: Class 21 contains 3196 members 
Mstep: Class 22 contains 21732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154469392.000000 Penalty: 66240.242188
Iteration 16Q: 20 clusters Score -1.544694e+08 nChanged 39021
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 178439 members 
Mstep: Class 4 contains 56577 members 
Mstep: Class 6 contains 8442 members 
Mstep: Class 7 contains 7939 members 
Mstep: Class 8 contains 294348 members 
Mstep: Class 9 contains 60298 members 
Mstep: Class 10 contains 19906 members 
Mstep: Class 12 contains 36416 members 
Mstep: Class 13 contains 29722 members 
Mstep: Class 15 contains 294371 members 
Mstep: Class 16 contains 50378 members 
Mstep: Class 17 contains 166777 members 
Mstep: Class 18 contains 4514 members 
Mstep: Class 19 contains 1605 members 
Mstep: Class 20 contains 35003 members 
Mstep: Class 21 contains 3194 members 
Mstep: Class 22 contains 22136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154479872.000000 Penalty: 66240.242188
Iteration 17Q: 20 clusters Score -1.544799e+08 nChanged 37851
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1513 members 
Mstep: Class 3 contains 169668 members 
Mstep: Class 4 contains 56081 members 
Mstep: Class 6 contains 8326 members 
Mstep: Class 7 contains 7696 members 
Mstep: Class 8 contains 306539 members 
Mstep: Class 9 contains 60132 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 12 contains 36782 members 
Mstep: Class 13 contains 29173 members 
Mstep: Class 15 contains 288922 members 
Mstep: Class 16 contains 52263 members 
Mstep: Class 17 contains 168338 members 
Mstep: Class 18 contains 4081 members 
Mstep: Class 19 contains 1606 members 
Mstep: Class 20 contains 35022 members 
Mstep: Class 21 contains 3237 members 
Mstep: Class 22 contains 22430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154487536.000000 Penalty: 66240.242188
Iteration 18Q: 20 clusters Score -1.544875e+08 nChanged 38747
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1504 members 
Mstep: Class 3 contains 163007 members 
Mstep: Class 4 contains 55347 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7376 members 
Mstep: Class 8 contains 320166 members 
Mstep: Class 9 contains 59750 members 
Mstep: Class 10 contains 19330 members 
Mstep: Class 12 contains 37015 members 
Mstep: Class 13 contains 28635 members 
Mstep: Class 15 contains 280853 members 
Mstep: Class 16 contains 54203 members 
Mstep: Class 17 contains 169540 members 
Mstep: Class 18 contains 3704 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 34958 members 
Mstep: Class 21 contains 3288 members 
Mstep: Class 22 contains 22643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154494368.000000 Penalty: 66240.242188
Iteration 19Q: 20 clusters Score -1.544944e+08 nChanged 43305
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1499 members 
Mstep: Class 3 contains 158379 members 
Mstep: Class 4 contains 54243 members 
Mstep: Class 6 contains 8219 members 
Mstep: Class 7 contains 6934 members 
Mstep: Class 8 contains 336173 members 
Mstep: Class 9 contains 59141 members 
Mstep: Class 10 contains 19134 members 
Mstep: Class 12 contains 37218 members 
Mstep: Class 13 contains 28188 members 
Mstep: Class 15 contains 268601 members 
Mstep: Class 16 contains 56335 members 
Mstep: Class 17 contains 170891 members 
Mstep: Class 18 contains 3403 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 34898 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 22811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154495392.000000 Penalty: 66240.242188
Iteration 20F: 20 clusters Score -1.544954e+08 nChanged 49542
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1493 members 
Mstep: Class 3 contains 155233 members 
Mstep: Class 4 contains 52750 members 
Mstep: Class 6 contains 8177 members 
Mstep: Class 7 contains 6470 members 
Mstep: Class 8 contains 352365 members 
Mstep: Class 9 contains 58389 members 
Mstep: Class 10 contains 18974 members 
Mstep: Class 12 contains 37357 members 
Mstep: Class 13 contains 27798 members 
Mstep: Class 15 contains 254117 members 
Mstep: Class 16 contains 58818 members 
Mstep: Class 17 contains 172890 members 
Mstep: Class 18 contains 3173 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 34851 members 
Mstep: Class 21 contains 3412 members 
Mstep: Class 22 contains 22965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154487520.000000 Penalty: 66240.242188
Iteration 21Q: 20 clusters Score -1.544875e+08 nChanged 54475
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1488 members 
Mstep: Class 3 contains 153083 members 
Mstep: Class 4 contains 50901 members 
Mstep: Class 6 contains 8160 members 
Mstep: Class 7 contains 6051 members 
Mstep: Class 8 contains 363921 members 
Mstep: Class 9 contains 57826 members 
Mstep: Class 10 contains 18848 members 
Mstep: Class 12 contains 37473 members 
Mstep: Class 13 contains 27385 members 
Mstep: Class 15 contains 243154 members 
Mstep: Class 16 contains 61635 members 
Mstep: Class 17 contains 174656 members 
Mstep: Class 18 contains 2994 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 34819 members 
Mstep: Class 21 contains 3508 members 
Mstep: Class 22 contains 23126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154473984.000000 Penalty: 66240.242188
Iteration 22Q: 20 clusters Score -1.54474e+08 nChanged 51125
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1486 members 
Mstep: Class 3 contains 151791 members 
Mstep: Class 4 contains 48783 members 
Mstep: Class 6 contains 8147 members 
Mstep: Class 7 contains 5691 members 
Mstep: Class 8 contains 368060 members 
Mstep: Class 9 contains 57826 members 
Mstep: Class 10 contains 18732 members 
Mstep: Class 12 contains 37660 members 
Mstep: Class 13 contains 27091 members 
Mstep: Class 15 contains 237154 members 
Mstep: Class 16 contains 64433 members 
Mstep: Class 17 contains 177496 members 
Mstep: Class 18 contains 2836 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 34777 members 
Mstep: Class 21 contains 3589 members 
Mstep: Class 22 contains 23247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154462912.000000 Penalty: 66240.242188
Iteration 23Q: 20 clusters Score -1.544629e+08 nChanged 43134
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1484 members 
Mstep: Class 3 contains 150921 members 
Mstep: Class 4 contains 46823 members 
Mstep: Class 6 contains 8173 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 366293 members 
Mstep: Class 9 contains 58184 members 
Mstep: Class 10 contains 18662 members 
Mstep: Class 12 contains 37840 members 
Mstep: Class 13 contains 26811 members 
Mstep: Class 15 contains 235735 members 
Mstep: Class 16 contains 66827 members 
Mstep: Class 17 contains 181048 members 
Mstep: Class 18 contains 2692 members 
Mstep: Class 19 contains 1609 members 
Mstep: Class 20 contains 34734 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 23323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154461808.000000 Penalty: 66240.242188
Iteration 24Q: 20 clusters Score -1.544618e+08 nChanged 35814
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1482 members 
Mstep: Class 3 contains 150148 members 
Mstep: Class 4 contains 45273 members 
Mstep: Class 6 contains 8182 members 
Mstep: Class 7 contains 5072 members 
Mstep: Class 8 contains 361845 members 
Mstep: Class 9 contains 58847 members 
Mstep: Class 10 contains 18599 members 
Mstep: Class 12 contains 38021 members 
Mstep: Class 13 contains 26531 members 
Mstep: Class 15 contains 236516 members 
Mstep: Class 16 contains 68724 members 
Mstep: Class 17 contains 184811 members 
Mstep: Class 18 contains 2577 members 
Mstep: Class 19 contains 1609 members 
Mstep: Class 20 contains 34708 members 
Mstep: Class 21 contains 3686 members 
Mstep: Class 22 contains 23371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154465920.000000 Penalty: 66240.242188
Iteration 25Q: 20 clusters Score -1.544659e+08 nChanged 30511
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1482 members 
Mstep: Class 3 contains 149522 members 
Mstep: Class 4 contains 44041 members 
Mstep: Class 6 contains 8176 members 
Mstep: Class 7 contains 4763 members 
Mstep: Class 8 contains 357097 members 
Mstep: Class 9 contains 59575 members 
Mstep: Class 10 contains 18546 members 
Mstep: Class 12 contains 38159 members 
Mstep: Class 13 contains 26245 members 
Mstep: Class 15 contains 237691 members 
Mstep: Class 16 contains 70140 members 
Mstep: Class 17 contains 188529 members 
Mstep: Class 18 contains 2497 members 
Mstep: Class 19 contains 1609 members 
Mstep: Class 20 contains 34716 members 
Mstep: Class 21 contains 3675 members 
Mstep: Class 22 contains 23412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154469328.000000 Penalty: 66240.242188
Iteration 26Q: 20 clusters Score -1.544693e+08 nChanged 26516
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1482 members 
Mstep: Class 3 contains 148884 members 
Mstep: Class 4 contains 43103 members 
Mstep: Class 6 contains 8176 members 
Mstep: Class 7 contains 4487 members 
Mstep: Class 8 contains 352362 members 
Mstep: Class 9 contains 60192 members 
Mstep: Class 10 contains 18514 members 
Mstep: Class 12 contains 38294 members 
Mstep: Class 13 contains 25920 members 
Mstep: Class 15 contains 238505 members 
Mstep: Class 16 contains 71346 members 
Mstep: Class 17 contains 192627 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 1609 members 
Mstep: Class 20 contains 34783 members 
Mstep: Class 21 contains 3669 members 
Mstep: Class 22 contains 23418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154474320.000000 Penalty: 66240.242188
Iteration 27Q: 20 clusters Score -1.544743e+08 nChanged 23148
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1482 members 
Mstep: Class 3 contains 148241 members 
Mstep: Class 4 contains 42401 members 
Mstep: Class 6 contains 8166 members 
Mstep: Class 7 contains 4234 members 
Mstep: Class 8 contains 348111 members 
Mstep: Class 9 contains 60649 members 
Mstep: Class 10 contains 18494 members 
Mstep: Class 12 contains 38429 members 
Mstep: Class 13 contains 25602 members 
Mstep: Class 15 contains 238597 members 
Mstep: Class 16 contains 72447 members 
Mstep: Class 17 contains 197000 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 1609 members 
Mstep: Class 20 contains 34811 members 
Mstep: Class 21 contains 3666 members 
Mstep: Class 22 contains 23437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154478400.000000 Penalty: 66240.242188
Iteration 28Q: 20 clusters Score -1.544784e+08 nChanged 20745
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1482 members 
Mstep: Class 3 contains 147563 members 
Mstep: Class 4 contains 41768 members 
Mstep: Class 6 contains 8162 members 
Mstep: Class 7 contains 4008 members 
Mstep: Class 8 contains 344225 members 
Mstep: Class 9 contains 60944 members 
Mstep: Class 10 contains 18490 members 
Mstep: Class 12 contains 38557 members 
Mstep: Class 13 contains 25315 members 
Mstep: Class 15 contains 238031 members 
Mstep: Class 16 contains 73408 members 
Mstep: Class 17 contains 201839 members 
Mstep: Class 18 contains 2260 members 
Mstep: Class 19 contains 1609 members 
Mstep: Class 20 contains 34823 members 
Mstep: Class 21 contains 3676 members 
Mstep: Class 22 contains 23481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154482528.000000 Penalty: 66240.242188
Iteration 29Q: 20 clusters Score -1.544825e+08 nChanged 18977
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1482 members 
Mstep: Class 3 contains 146912 members 
Mstep: Class 4 contains 41159 members 
Mstep: Class 6 contains 8163 members 
Mstep: Class 7 contains 3781 members 
Mstep: Class 8 contains 340843 members 
Mstep: Class 9 contains 61194 members 
Mstep: Class 10 contains 18481 members 
Mstep: Class 12 contains 38699 members 
Mstep: Class 13 contains 25073 members 
Mstep: Class 15 contains 236777 members 
Mstep: Class 16 contains 74204 members 
Mstep: Class 17 contains 207039 members 
Mstep: Class 18 contains 2201 members 
Mstep: Class 19 contains 1609 members 
Mstep: Class 20 contains 34807 members 
Mstep: Class 21 contains 3665 members 
Mstep: Class 22 contains 23504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154483968.000000 Penalty: 66240.242188
Iteration 30Q: 20 clusters Score -1.54484e+08 nChanged 17363
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1482 members 
Mstep: Class 3 contains 146239 members 
Mstep: Class 4 contains 40646 members 
Mstep: Class 6 contains 8165 members 
Mstep: Class 7 contains 3555 members 
Mstep: Class 8 contains 338053 members 
Mstep: Class 9 contains 61383 members 
Mstep: Class 10 contains 18463 members 
Mstep: Class 12 contains 38823 members 
Mstep: Class 13 contains 24863 members 
Mstep: Class 15 contains 234953 members 
Mstep: Class 16 contains 74897 members 
Mstep: Class 17 contains 212264 members 
Mstep: Class 18 contains 2141 members 
Mstep: Class 19 contains 1609 members 
Mstep: Class 20 contains 34827 members 
Mstep: Class 21 contains 3653 members 
Mstep: Class 22 contains 23527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154485216.000000 Penalty: 66240.242188
Iteration 31Q: 20 clusters Score -1.544852e+08 nChanged 16174
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1482 members 
Mstep: Class 3 contains 145438 members 
Mstep: Class 4 contains 40161 members 
Mstep: Class 6 contains 8160 members 
Mstep: Class 7 contains 3361 members 
Mstep: Class 8 contains 335960 members 
Mstep: Class 9 contains 61495 members 
Mstep: Class 10 contains 18457 members 
Mstep: Class 12 contains 38948 members 
Mstep: Class 13 contains 24699 members 
Mstep: Class 15 contains 232688 members 
Mstep: Class 16 contains 75495 members 
Mstep: Class 17 contains 217428 members 
Mstep: Class 18 contains 2098 members 
Mstep: Class 19 contains 1609 members 
Mstep: Class 20 contains 34845 members 
Mstep: Class 21 contains 3663 members 
Mstep: Class 22 contains 23530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154486032.000000 Penalty: 66240.242188
Iteration 32Q: 20 clusters Score -1.54486e+08 nChanged 14977
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1482 members 
Mstep: Class 3 contains 144632 members 
Mstep: Class 4 contains 39753 members 
Mstep: Class 6 contains 8155 members 
Mstep: Class 7 contains 3212 members 
Mstep: Class 8 contains 334166 members 
Mstep: Class 9 contains 61642 members 
Mstep: Class 10 contains 18459 members 
Mstep: Class 12 contains 39048 members 
Mstep: Class 13 contains 24541 members 
Mstep: Class 15 contains 230262 members 
Mstep: Class 16 contains 75997 members 
Mstep: Class 17 contains 222403 members 
Mstep: Class 18 contains 2054 members 
Mstep: Class 19 contains 1609 members 
Mstep: Class 20 contains 34862 members 
Mstep: Class 21 contains 3670 members 
Mstep: Class 22 contains 23546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154486608.000000 Penalty: 66240.242188
Iteration 33Q: 20 clusters Score -1.544866e+08 nChanged 14102
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1482 members 
Mstep: Class 3 contains 143943 members 
Mstep: Class 4 contains 39373 members 
Mstep: Class 6 contains 8158 members 
Mstep: Class 7 contains 3075 members 
Mstep: Class 8 contains 332776 members 
Mstep: Class 9 contains 61757 members 
Mstep: Class 10 contains 18456 members 
Mstep: Class 12 contains 39143 members 
Mstep: Class 13 contains 24411 members 
Mstep: Class 15 contains 227562 members 
Mstep: Class 16 contains 76469 members 
Mstep: Class 17 contains 227099 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 20 contains 34853 members 
Mstep: Class 21 contains 3682 members 
Mstep: Class 22 contains 23592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154486752.000000 Penalty: 66240.242188
Iteration 34Q: 20 clusters Score -1.544868e+08 nChanged 13538
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1482 members 
Mstep: Class 3 contains 143178 members 
Mstep: Class 4 contains 39083 members 
Mstep: Class 6 contains 8166 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 331699 members 
Mstep: Class 9 contains 61923 members 
Mstep: Class 10 contains 18434 members 
Mstep: Class 12 contains 39250 members 
Mstep: Class 13 contains 24276 members 
Mstep: Class 15 contains 224619 members 
Mstep: Class 16 contains 76873 members 
Mstep: Class 17 contains 231720 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 20 contains 34878 members 
Mstep: Class 21 contains 3690 members 
Mstep: Class 22 contains 23631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154485328.000000 Penalty: 66240.242188
Iteration 35Q: 20 clusters Score -1.544853e+08 nChanged 13185
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1482 members 
Mstep: Class 3 contains 142355 members 
Mstep: Class 4 contains 38813 members 
Mstep: Class 6 contains 8167 members 
Mstep: Class 7 contains 2791 members 
Mstep: Class 8 contains 330837 members 
Mstep: Class 9 contains 62126 members 
Mstep: Class 10 contains 18425 members 
Mstep: Class 12 contains 39332 members 
Mstep: Class 13 contains 24165 members 
Mstep: Class 15 contains 221721 members 
Mstep: Class 16 contains 77248 members 
Mstep: Class 17 contains 236148 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 20 contains 34890 members 
Mstep: Class 21 contains 3701 members 
Mstep: Class 22 contains 23632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154484400.000000 Penalty: 66240.242188
Iteration 36Q: 20 clusters Score -1.544844e+08 nChanged 12546
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1482 members 
Mstep: Class 3 contains 141633 members 
Mstep: Class 4 contains 38558 members 
Mstep: Class 6 contains 8169 members 
Mstep: Class 7 contains 2657 members 
Mstep: Class 8 contains 330073 members 
Mstep: Class 9 contains 62266 members 
Mstep: Class 10 contains 18410 members 
Mstep: Class 12 contains 39418 members 
Mstep: Class 13 contains 24068 members 
Mstep: Class 15 contains 218920 members 
Mstep: Class 16 contains 77602 members 
Mstep: Class 17 contains 240351 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 20 contains 34877 members 
Mstep: Class 21 contains 3710 members 
Mstep: Class 22 contains 23638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3413.330078 but Gain 3486.328125
Score: -154484864.000000 Penalty: 62753.914062
Iteration 37Q: 19 clusters Score -1.544849e+08 nChanged 14545
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1482 members 
Mstep: Class 3 contains 142465 members 
Mstep: Class 4 contains 38322 members 
Mstep: Class 6 contains 8174 members 
Mstep: Class 8 contains 330131 members 
Mstep: Class 9 contains 62463 members 
Mstep: Class 10 contains 18402 members 
Mstep: Class 12 contains 39512 members 
Mstep: Class 13 contains 23969 members 
Mstep: Class 15 contains 216617 members 
Mstep: Class 16 contains 77909 members 
Mstep: Class 17 contains 244164 members 
Mstep: Class 18 contains 1949 members 
Mstep: Class 19 contains 1611 members 
Mstep: Class 20 contains 34856 members 
Mstep: Class 21 contains 3720 members 
Mstep: Class 22 contains 23640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154487424.000000 Penalty: 62753.914062
Iteration 38Q: 19 clusters Score -1.544874e+08 nChanged 12076
Entering ConstructFrom: 
Score: -154487424.000000 Penalty: 62753.914062
Entering ConstructFrom: 
Trying to split cluster 1 (4743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Entering Unmasked Estep 
Score: -562568.812500 Penalty: 2099.177490
	Iteration 0F: 2 clusters Score -562568.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -558209.937500 Penalty: 4198.354980
	Iteration 0F: 3 clusters Score -558209.9 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -559198.375000 Penalty: 4198.354980
	Iteration 1F: 3 clusters Score -559198.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -559431.187500 Penalty: 4198.354980
	Iteration 2F: 3 clusters Score -559431.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -559569.062500 Penalty: 4198.354980
	Iteration 3Q: 3 clusters Score -559569.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -559670.187500 Penalty: 4198.354980
	Iteration 4Q: 3 clusters Score -559670.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -559768.937500 Penalty: 4198.354980
	Iteration 5Q: 3 clusters Score -559768.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -559843.750000 Penalty: 4198.354980
	Iteration 6Q: 3 clusters Score -559843.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -559900.437500 Penalty: 4198.354980
	Iteration 7Q: 3 clusters Score -559900.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -559949.687500 Penalty: 4198.354980
	Iteration 8Q: 3 clusters Score -559949.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -559998.437500 Penalty: 4198.354980
	Iteration 9Q: 3 clusters Score -559998.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -560047.375000 Penalty: 4198.354980
	Iteration 10Q: 3 clusters Score -560047.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -560081.625000 Penalty: 4198.354980
	Iteration 11Q: 3 clusters Score -560081.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -560119.187500 Penalty: 4198.354980
	Iteration 12Q: 3 clusters Score -560119.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -560146.812500 Penalty: 4198.354980
	Iteration 13Q: 3 clusters Score -560146.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -560168.500000 Penalty: 4198.354980
	Iteration 14Q: 3 clusters Score -560168.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -560186.812500 Penalty: 4198.354980
	Iteration 15Q: 3 clusters Score -560186.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -560205.812500 Penalty: 4198.354980
	Iteration 16Q: 3 clusters Score -560205.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -560220.750000 Penalty: 4198.354980
	Iteration 17Q: 3 clusters Score -560220.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -560231.312500 Penalty: 4198.354980
	Iteration 18Q: 3 clusters Score -560231.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -560239.187500 Penalty: 4198.354980
	Iteration 19Q: 3 clusters Score -560239.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -560246.375000 Penalty: 4198.354980
	Iteration 20F: 3 clusters Score -560246.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -560254.750000 Penalty: 4198.354980
	Iteration 21Q: 3 clusters Score -560254.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -560264.875000 Penalty: 4198.354980
	Iteration 22Q: 3 clusters Score -560264.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -560280.062500 Penalty: 4198.354980
	Iteration 23Q: 3 clusters Score -560280.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -560297.500000 Penalty: 4198.354980
	Iteration 24Q: 3 clusters Score -560297.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -560315.250000 Penalty: 4198.354980
	Iteration 25Q: 3 clusters Score -560315.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -560327.625000 Penalty: 4198.354980
	Iteration 26Q: 3 clusters Score -560327.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -560339.812500 Penalty: 4198.354980
	Iteration 27Q: 3 clusters Score -560339.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -560351.812500 Penalty: 4198.354980
	Iteration 28Q: 3 clusters Score -560351.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -560366.312500 Penalty: 4198.354980
	Iteration 29Q: 3 clusters Score -560366.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -560378.125000 Penalty: 4198.354980
	Iteration 30Q: 3 clusters Score -560378.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -560384.750000 Penalty: 4198.354980
	Iteration 31Q: 3 clusters Score -560384.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -560393.250000 Penalty: 4198.354980
	Iteration 32Q: 3 clusters Score -560393.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -560401.250000 Penalty: 4198.354980
	Iteration 33Q: 3 clusters Score -560401.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -560405.562500 Penalty: 4198.354980
	Iteration 34Q: 3 clusters Score -560405.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -560409.875000 Penalty: 4198.354980
	Iteration 35Q: 3 clusters Score -560409.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -560417.250000 Penalty: 4198.354980
	Iteration 36Q: 3 clusters Score -560417.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -560421.937500 Penalty: 4198.354980
	Iteration 37Q: 3 clusters Score -560421.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -560426.312500 Penalty: 4198.354980
	Iteration 38Q: 3 clusters Score -560426.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -560431.687500 Penalty: 4198.354980
	Iteration 39Q: 3 clusters Score -560431.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -560435.750000 Penalty: 4198.354980
	Iteration 40F: 3 clusters Score -560435.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -560440.812500 Penalty: 4198.354980
	Iteration 41Q: 3 clusters Score -560440.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -560446.000000 Penalty: 4198.354980
	Iteration 42Q: 3 clusters Score -560446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -560450.187500 Penalty: 4198.354980
	Iteration 43Q: 3 clusters Score -560450.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -560457.312500 Penalty: 4198.354980
	Iteration 44Q: 3 clusters Score -560457.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -560464.562500 Penalty: 4198.354980
	Iteration 45Q: 3 clusters Score -560464.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -560472.562500 Penalty: 4198.354980
	Iteration 46Q: 3 clusters Score -560472.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -560481.250000 Penalty: 4198.354980
	Iteration 47Q: 3 clusters Score -560481.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -560489.250000 Penalty: 4198.354980
	Iteration 48Q: 3 clusters Score -560489.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -560496.187500 Penalty: 4198.354980
	Iteration 49Q: 3 clusters Score -560496.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -560500.687500 Penalty: 4198.354980
	Iteration 50Q: 3 clusters Score -560500.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -560504.375000 Penalty: 4198.354980
	Iteration 51Q: 3 clusters Score -560504.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -560507.062500 Penalty: 4198.354980
	Iteration 52Q: 3 clusters Score -560507.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -560509.937500 Penalty: 4198.354980
	Iteration 53Q: 3 clusters Score -560509.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -560514.125000 Penalty: 4198.354980
	Iteration 54Q: 3 clusters Score -560514.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -560517.375000 Penalty: 4198.354980
	Iteration 55Q: 3 clusters Score -560517.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -560521.562500 Penalty: 4198.354980
	Iteration 56Q: 3 clusters Score -560521.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -560524.562500 Penalty: 4198.354980
	Iteration 57Q: 3 clusters Score -560524.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -560527.875000 Penalty: 4198.354980
	Iteration 58Q: 3 clusters Score -560527.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -560531.250000 Penalty: 4198.354980
	Iteration 59Q: 3 clusters Score -560531.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -560533.812500 Penalty: 4198.354980
	Iteration 60F: 3 clusters Score -560533.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -560538.187500 Penalty: 4198.354980
	Iteration 61Q: 3 clusters Score -560538.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -560540.625000 Penalty: 4198.354980
	Iteration 62Q: 3 clusters Score -560540.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -560544.437500 Penalty: 4198.354980
	Iteration 63Q: 3 clusters Score -560544.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -560549.000000 Penalty: 4198.354980
	Iteration 64Q: 3 clusters Score -560549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -560553.500000 Penalty: 4198.354980
	Iteration 65Q: 3 clusters Score -560553.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -560555.500000 Penalty: 4198.354980
	Iteration 66Q: 3 clusters Score -560555.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -560556.312500 Penalty: 4198.354980
	Iteration 67Q: 3 clusters Score -560556.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -560558.437500 Penalty: 4198.354980
	Iteration 68Q: 3 clusters Score -560558.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -560558.937500 Penalty: 4198.354980
	Iteration 69Q: 3 clusters Score -560558.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -560560.562500 Penalty: 4198.354980
	Iteration 70Q: 3 clusters Score -560560.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -560559.812500 Penalty: 4198.354980
	Iteration 71Q: 3 clusters Score -560559.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -560561.312500 Penalty: 4198.354980
	Iteration 72Q: 3 clusters Score -560561.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -560561.000000 Penalty: 4198.354980
	Iteration 73Q: 3 clusters Score -560561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -560562.562500 Penalty: 4198.354980
	Iteration 74Q: 3 clusters Score -560562.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -560563.750000 Penalty: 4198.354980
	Iteration 75Q: 3 clusters Score -560563.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -560564.250000 Penalty: 4198.354980
	Iteration 76Q: 3 clusters Score -560564.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -560564.062500 Penalty: 4198.354980
	Iteration 77Q: 3 clusters Score -560564.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -560564.187500 Penalty: 4198.354980
	Iteration 78Q: 3 clusters Score -560564.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -560564.187500 Penalty: 4198.354980
	Iteration 79F: 3 clusters Score -560564.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Entering Unmasked Estep 
Score: -152918.968750 Penalty: 1810.684692
	Iteration 0F: 2 clusters Score -152919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -150833.515625 Penalty: 3621.369385
	Iteration 0F: 3 clusters Score -150833.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -151965.796875 Penalty: 3621.369385
	Iteration 1F: 3 clusters Score -151965.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -153087.859375 Penalty: 3621.369385
	Iteration 2F: 3 clusters Score -153087.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -154752.453125 Penalty: 3621.369385
	Iteration 3F: 3 clusters Score -154752.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -156208.250000 Penalty: 3621.369385
	Iteration 4F: 3 clusters Score -156208.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -157038.515625 Penalty: 3621.369385
	Iteration 5Q: 3 clusters Score -157038.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -157580.562500 Penalty: 3621.369385
	Iteration 6Q: 3 clusters Score -157580.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -158135.125000 Penalty: 3621.369385
	Iteration 7Q: 3 clusters Score -158135.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -158162.437500 Penalty: 3621.369385
	Iteration 8Q: 3 clusters Score -158162.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -158165.000000 Penalty: 3621.369385
	Iteration 9Q: 3 clusters Score -158165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -158165.000000 Penalty: 3621.369385
	Iteration 10F: 3 clusters Score -158165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 142370 members 
Mstep: Class 4 contains 38129 members 
Mstep: Class 5 contains 539 members 
Mstep: Class 6 contains 8177 members 
Mstep: Class 8 contains 329321 members 
Mstep: Class 9 contains 62612 members 
Mstep: Class 10 contains 18379 members 
Mstep: Class 12 contains 39594 members 
Mstep: Class 13 contains 23896 members 
Mstep: Class 15 contains 214469 members 
Mstep: Class 16 contains 78222 members 
Mstep: Class 17 contains 246949 members 
Mstep: Class 18 contains 1938 members 
Mstep: Class 19 contains 1611 members 
Mstep: Class 20 contains 34814 members 
Mstep: Class 21 contains 3720 members 
Mstep: Class 22 contains 23687 members 
Entering Unmasked Estep 
Score: -154490576.000000 Penalty: 66240.242188
Splitting cluster 2 changes total score from -154487424.000000 to -154490576.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 3 (142370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142370 members 
Entering Unmasked Estep 
Score: -17824006.000000 Penalty: 2942.813721
	Iteration 0F: 2 clusters Score -1.782401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71431 members 
Mstep: Class 2 contains 70939 members 
Entering Unmasked Estep 
Score: -17729276.000000 Penalty: 5885.627441
	Iteration 0F: 3 clusters Score -1.772928e+07 nChanged 67859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77216 members 
Mstep: Class 2 contains 65154 members 
Entering Unmasked Estep 
Score: -17769340.000000 Penalty: 5885.627441
	Iteration 1F: 3 clusters Score -1.776934e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80989 members 
Mstep: Class 2 contains 61381 members 
Entering Unmasked Estep 
Score: -17771822.000000 Penalty: 5885.627441
	Iteration 2Q: 3 clusters Score -1.777182e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86662 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -17775962.000000 Penalty: 5885.627441
	Iteration 3F: 3 clusters Score -1.777596e+07 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94721 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -17782424.000000 Penalty: 5885.627441
	Iteration 4F: 3 clusters Score -1.778242e+07 nChanged 11432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104827 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -17791450.000000 Penalty: 5885.627441
	Iteration 5F: 3 clusters Score -1.779145e+07 nChanged 11563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115590 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -17801642.000000 Penalty: 5885.627441
	Iteration 6F: 3 clusters Score -1.780164e+07 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124782 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -17810738.000000 Penalty: 5885.627441
	Iteration 7F: 3 clusters Score -1.781074e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130957 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -17816948.000000 Penalty: 5885.627441
	Iteration 8Q: 3 clusters Score -1.781695e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134437 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -17820218.000000 Penalty: 5885.627441
	Iteration 9Q: 3 clusters Score -1.782022e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136204 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -17821988.000000 Penalty: 5885.627441
	Iteration 10Q: 3 clusters Score -1.782199e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137077 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -17822910.000000 Penalty: 5885.627441
	Iteration 11Q: 3 clusters Score -1.782291e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137555 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -17823248.000000 Penalty: 5885.627441
	Iteration 12Q: 3 clusters Score -1.782325e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137823 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -17823558.000000 Penalty: 5885.627441
	Iteration 13Q: 3 clusters Score -1.782356e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138024 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -17823778.000000 Penalty: 5885.627441
	Iteration 14Q: 3 clusters Score -1.782378e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138151 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -17823874.000000 Penalty: 5885.627441
	Iteration 15Q: 3 clusters Score -1.782387e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138270 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -17824054.000000 Penalty: 5885.627441
	Iteration 16Q: 3 clusters Score -1.782405e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138357 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -17824156.000000 Penalty: 5885.627441
	Iteration 17Q: 3 clusters Score -1.782416e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138415 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -17824262.000000 Penalty: 5885.627441
	Iteration 18Q: 3 clusters Score -1.782426e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138474 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -17824344.000000 Penalty: 5885.627441
	Iteration 19Q: 3 clusters Score -1.782434e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138502 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -17824408.000000 Penalty: 5885.627441
	Iteration 20F: 3 clusters Score -1.782441e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138518 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -17824472.000000 Penalty: 5885.627441
	Iteration 21Q: 3 clusters Score -1.782447e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138553 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -17824542.000000 Penalty: 5885.627441
	Iteration 22Q: 3 clusters Score -1.782454e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138557 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -17824572.000000 Penalty: 5885.627441
	Iteration 23Q: 3 clusters Score -1.782457e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138562 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -17824602.000000 Penalty: 5885.627441
	Iteration 24Q: 3 clusters Score -1.78246e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138552 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -17824600.000000 Penalty: 5885.627441
	Iteration 25Q: 3 clusters Score -1.78246e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138568 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -17824636.000000 Penalty: 5885.627441
	Iteration 26Q: 3 clusters Score -1.782464e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138570 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -17824640.000000 Penalty: 5885.627441
	Iteration 27Q: 3 clusters Score -1.782464e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138573 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -17824658.000000 Penalty: 5885.627441
	Iteration 28Q: 3 clusters Score -1.782466e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138575 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -17824638.000000 Penalty: 5885.627441
	Iteration 29Q: 3 clusters Score -1.782464e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138571 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -17824666.000000 Penalty: 5885.627441
	Iteration 30Q: 3 clusters Score -1.782467e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138569 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -17824644.000000 Penalty: 5885.627441
	Iteration 31Q: 3 clusters Score -1.782464e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138567 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -17824660.000000 Penalty: 5885.627441
	Iteration 32Q: 3 clusters Score -1.782466e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138570 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -17824668.000000 Penalty: 5885.627441
	Iteration 33Q: 3 clusters Score -1.782467e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138578 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -17824662.000000 Penalty: 5885.627441
	Iteration 34Q: 3 clusters Score -1.782466e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138578 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -17824678.000000 Penalty: 5885.627441
	Iteration 35Q: 3 clusters Score -1.782468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138584 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -17824672.000000 Penalty: 5885.627441
	Iteration 36Q: 3 clusters Score -1.782467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138582 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -17824672.000000 Penalty: 5885.627441
	Iteration 37Q: 3 clusters Score -1.782467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138582 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -17824668.000000 Penalty: 5885.627441
	Iteration 38Q: 3 clusters Score -1.782467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138582 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -17824688.000000 Penalty: 5885.627441
	Iteration 39Q: 3 clusters Score -1.782469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138581 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -17824674.000000 Penalty: 5885.627441
	Iteration 40F: 3 clusters Score -1.782467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138578 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -17824698.000000 Penalty: 5885.627441
	Iteration 41Q: 3 clusters Score -1.78247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138570 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -17824694.000000 Penalty: 5885.627441
	Iteration 42Q: 3 clusters Score -1.782469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138567 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -17824686.000000 Penalty: 5885.627441
	Iteration 43Q: 3 clusters Score -1.782469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138568 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -17824688.000000 Penalty: 5885.627441
	Iteration 44Q: 3 clusters Score -1.782469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138570 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -17824700.000000 Penalty: 5885.627441
	Iteration 45Q: 3 clusters Score -1.78247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138569 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -17824694.000000 Penalty: 5885.627441
	Iteration 46Q: 3 clusters Score -1.782469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138563 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -17824704.000000 Penalty: 5885.627441
	Iteration 47Q: 3 clusters Score -1.78247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138558 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -17824704.000000 Penalty: 5885.627441
	Iteration 48Q: 3 clusters Score -1.78247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138548 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -17824700.000000 Penalty: 5885.627441
	Iteration 49Q: 3 clusters Score -1.78247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138544 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -17824698.000000 Penalty: 5885.627441
	Iteration 50Q: 3 clusters Score -1.78247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138541 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -17824696.000000 Penalty: 5885.627441
	Iteration 51Q: 3 clusters Score -1.78247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138540 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -17824684.000000 Penalty: 5885.627441
	Iteration 52Q: 3 clusters Score -1.782468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138536 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -17824700.000000 Penalty: 5885.627441
	Iteration 53Q: 3 clusters Score -1.78247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138532 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -17824690.000000 Penalty: 5885.627441
	Iteration 54Q: 3 clusters Score -1.782469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138530 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -17824688.000000 Penalty: 5885.627441
	Iteration 55Q: 3 clusters Score -1.782469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138525 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -17824686.000000 Penalty: 5885.627441
	Iteration 56Q: 3 clusters Score -1.782469e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138518 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -17824674.000000 Penalty: 5885.627441
	Iteration 57Q: 3 clusters Score -1.782467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138512 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -17824678.000000 Penalty: 5885.627441
	Iteration 58Q: 3 clusters Score -1.782468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138504 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -17824678.000000 Penalty: 5885.627441
	Iteration 59Q: 3 clusters Score -1.782468e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138496 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -17824674.000000 Penalty: 5885.627441
	Iteration 60F: 3 clusters Score -1.782467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138500 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -17824700.000000 Penalty: 5885.627441
	Iteration 61Q: 3 clusters Score -1.78247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138501 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -17824672.000000 Penalty: 5885.627441
	Iteration 62Q: 3 clusters Score -1.782467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138501 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -17824676.000000 Penalty: 5885.627441
	Iteration 63Q: 3 clusters Score -1.782468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138503 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -17824678.000000 Penalty: 5885.627441
	Iteration 64Q: 3 clusters Score -1.782468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138507 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -17824680.000000 Penalty: 5885.627441
	Iteration 65Q: 3 clusters Score -1.782468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138512 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -17824692.000000 Penalty: 5885.627441
	Iteration 66Q: 3 clusters Score -1.782469e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138513 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -17824684.000000 Penalty: 5885.627441
	Iteration 67Q: 3 clusters Score -1.782468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138507 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -17824674.000000 Penalty: 5885.627441
	Iteration 68Q: 3 clusters Score -1.782467e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138493 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -17824670.000000 Penalty: 5885.627441
	Iteration 69Q: 3 clusters Score -1.782467e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138486 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -17824678.000000 Penalty: 5885.627441
	Iteration 70Q: 3 clusters Score -1.782468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138485 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -17824694.000000 Penalty: 5885.627441
	Iteration 71Q: 3 clusters Score -1.782469e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138476 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -17824668.000000 Penalty: 5885.627441
	Iteration 72Q: 3 clusters Score -1.782467e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138471 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -17824666.000000 Penalty: 5885.627441
	Iteration 73Q: 3 clusters Score -1.782467e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138466 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -17824662.000000 Penalty: 5885.627441
	Iteration 74Q: 3 clusters Score -1.782466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138464 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -17824664.000000 Penalty: 5885.627441
	Iteration 75Q: 3 clusters Score -1.782466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138460 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -17824658.000000 Penalty: 5885.627441
	Iteration 76Q: 3 clusters Score -1.782466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138460 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -17824642.000000 Penalty: 5885.627441
	Iteration 77Q: 3 clusters Score -1.782464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138461 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -17824648.000000 Penalty: 5885.627441
	Iteration 78Q: 3 clusters Score -1.782465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138461 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -17824636.000000 Penalty: 5885.627441
	Iteration 79Q: 3 clusters Score -1.782464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138461 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -17824644.000000 Penalty: 5885.627441
	Iteration 80F: 3 clusters Score -1.782464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 138461 members 
Mstep: Class 4 contains 38129 members 
Mstep: Class 5 contains 539 members 
Mstep: Class 6 contains 8177 members 
Mstep: Class 7 contains 3909 members 
Mstep: Class 8 contains 329321 members 
Mstep: Class 9 contains 62612 members 
Mstep: Class 10 contains 18379 members 
Mstep: Class 12 contains 39594 members 
Mstep: Class 13 contains 23896 members 
Mstep: Class 15 contains 214469 members 
Mstep: Class 16 contains 78222 members 
Mstep: Class 17 contains 246949 members 
Mstep: Class 18 contains 1938 members 
Mstep: Class 19 contains 1611 members 
Mstep: Class 20 contains 34814 members 
Mstep: Class 21 contains 3720 members 
Mstep: Class 22 contains 23687 members 
Entering Unmasked Estep 
Score: -154490544.000000 Penalty: 69726.570312
Splitting cluster 3 changes total score from -154487424.000000 to -154490544.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 4 (38129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Entering Unmasked Estep 
Score: -4773842.000000 Penalty: 2616.085205
	Iteration 0F: 2 clusters Score -4773842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -4748124.500000 Penalty: 5232.170410
	Iteration 0F: 3 clusters Score -4748124 nChanged 17277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -4757859.500000 Penalty: 5232.170410
	Iteration 1F: 3 clusters Score -4757860 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -4758556.500000 Penalty: 5232.170410
	Iteration 2Q: 3 clusters Score -4758556 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -4759405.500000 Penalty: 5232.170410
	Iteration 3Q: 3 clusters Score -4759406 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -4760322.500000 Penalty: 5232.170410
	Iteration 4Q: 3 clusters Score -4760322 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -4761481.000000 Penalty: 5232.170410
	Iteration 5F: 3 clusters Score -4761481 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -4762774.500000 Penalty: 5232.170410
	Iteration 6F: 3 clusters Score -4762774 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -4764329.500000 Penalty: 5232.170410
	Iteration 7F: 3 clusters Score -4764330 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -4766121.000000 Penalty: 5232.170410
	Iteration 8F: 3 clusters Score -4766121 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -4767968.000000 Penalty: 5232.170410
	Iteration 9F: 3 clusters Score -4767968 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -4769449.500000 Penalty: 5232.170410
	Iteration 10F: 3 clusters Score -4769450 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -4770410.500000 Penalty: 5232.170410
	Iteration 11Q: 3 clusters Score -4770410 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -4771077.500000 Penalty: 5232.170410
	Iteration 12Q: 3 clusters Score -4771078 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -4771618.500000 Penalty: 5232.170410
	Iteration 13Q: 3 clusters Score -4771618 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -4772095.000000 Penalty: 5232.170410
	Iteration 14Q: 3 clusters Score -4772095 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -4772471.500000 Penalty: 5232.170410
	Iteration 15Q: 3 clusters Score -4772472 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -4772826.000000 Penalty: 5232.170410
	Iteration 16Q: 3 clusters Score -4772826 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -4773074.000000 Penalty: 5232.170410
	Iteration 17Q: 3 clusters Score -4773074 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -4773243.500000 Penalty: 5232.170410
	Iteration 18Q: 3 clusters Score -4773244 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -4773348.000000 Penalty: 5232.170410
	Iteration 19Q: 3 clusters Score -4773348 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -4773469.500000 Penalty: 5232.170410
	Iteration 20F: 3 clusters Score -4773470 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -4773508.000000 Penalty: 5232.170410
	Iteration 21Q: 3 clusters Score -4773508 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -4773538.500000 Penalty: 5232.170410
	Iteration 22Q: 3 clusters Score -4773538 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -4773563.500000 Penalty: 5232.170410
	Iteration 23Q: 3 clusters Score -4773564 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -4773582.000000 Penalty: 5232.170410
	Iteration 24Q: 3 clusters Score -4773582 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -4773574.000000 Penalty: 5232.170410
	Iteration 25Q: 3 clusters Score -4773574 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -4773590.000000 Penalty: 5232.170410
	Iteration 26Q: 3 clusters Score -4773590 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -4773612.500000 Penalty: 5232.170410
	Iteration 27Q: 3 clusters Score -4773612 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -4773618.500000 Penalty: 5232.170410
	Iteration 28Q: 3 clusters Score -4773618 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -4773623.000000 Penalty: 5232.170410
	Iteration 29Q: 3 clusters Score -4773623 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -4773620.000000 Penalty: 5232.170410
	Iteration 30Q: 3 clusters Score -4773620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -4773634.500000 Penalty: 5232.170410
	Iteration 31Q: 3 clusters Score -4773634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -4773644.000000 Penalty: 5232.170410
	Iteration 32Q: 3 clusters Score -4773644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -4773645.000000 Penalty: 5232.170410
	Iteration 33Q: 3 clusters Score -4773645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -4773641.000000 Penalty: 5232.170410
	Iteration 34Q: 3 clusters Score -4773641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -4773648.000000 Penalty: 5232.170410
	Iteration 35Q: 3 clusters Score -4773648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -4773645.500000 Penalty: 5232.170410
	Iteration 36Q: 3 clusters Score -4773646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -4773659.500000 Penalty: 5232.170410
	Iteration 37Q: 3 clusters Score -4773660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -4773656.000000 Penalty: 5232.170410
	Iteration 38Q: 3 clusters Score -4773656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -4773655.000000 Penalty: 5232.170410
	Iteration 39Q: 3 clusters Score -4773655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -4773656.500000 Penalty: 5232.170410
	Iteration 40F: 3 clusters Score -4773656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -4773653.000000 Penalty: 5232.170410
	Iteration 41Q: 3 clusters Score -4773653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -4773650.000000 Penalty: 5232.170410
	Iteration 42Q: 3 clusters Score -4773650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -4773655.500000 Penalty: 5232.170410
	Iteration 43Q: 3 clusters Score -4773656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -4773654.000000 Penalty: 5232.170410
	Iteration 44Q: 3 clusters Score -4773654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -4773654.000000 Penalty: 5232.170410
	Iteration 45F: 3 clusters Score -4773654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Entering Unmasked Estep 
Score: -969025.812500 Penalty: 2234.251953
	Iteration 0F: 2 clusters Score -969025.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -962558.875000 Penalty: 4468.503906
	Iteration 0F: 3 clusters Score -962558.9 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -964493.000000 Penalty: 4468.503906
	Iteration 1F: 3 clusters Score -964493 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -965019.812500 Penalty: 4468.503906
	Iteration 2F: 3 clusters Score -965019.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -965774.125000 Penalty: 4468.503906
	Iteration 3F: 3 clusters Score -965774.1 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -966929.625000 Penalty: 4468.503906
	Iteration 4F: 3 clusters Score -966929.6 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -968120.562500 Penalty: 4468.503906
	Iteration 5F: 3 clusters Score -968120.6 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -968984.125000 Penalty: 4468.503906
	Iteration 6F: 3 clusters Score -968984.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -969500.437500 Penalty: 4468.503906
	Iteration 7F: 3 clusters Score -969500.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -969782.312500 Penalty: 4468.503906
	Iteration 8Q: 3 clusters Score -969782.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -969962.562500 Penalty: 4468.503906
	Iteration 9Q: 3 clusters Score -969962.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -970080.312500 Penalty: 4468.503906
	Iteration 10Q: 3 clusters Score -970080.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -970216.062500 Penalty: 4468.503906
	Iteration 11Q: 3 clusters Score -970216.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -970344.250000 Penalty: 4468.503906
	Iteration 12Q: 3 clusters Score -970344.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -970503.312500 Penalty: 4468.503906
	Iteration 13Q: 3 clusters Score -970503.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -970718.562500 Penalty: 4468.503906
	Iteration 14Q: 3 clusters Score -970718.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -970919.937500 Penalty: 4468.503906
	Iteration 15Q: 3 clusters Score -970919.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -971028.062500 Penalty: 4468.503906
	Iteration 16Q: 3 clusters Score -971028.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -971078.062500 Penalty: 4468.503906
	Iteration 17Q: 3 clusters Score -971078.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -971104.187500 Penalty: 4468.503906
	Iteration 18Q: 3 clusters Score -971104.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -971109.500000 Penalty: 4468.503906
	Iteration 19Q: 3 clusters Score -971109.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -971115.312500 Penalty: 4468.503906
	Iteration 20F: 3 clusters Score -971115.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -971132.875000 Penalty: 4468.503906
	Iteration 21Q: 3 clusters Score -971132.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -971137.312500 Penalty: 4468.503906
	Iteration 22Q: 3 clusters Score -971137.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -971138.000000 Penalty: 4468.503906
	Iteration 23Q: 3 clusters Score -971138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -971138.875000 Penalty: 4468.503906
	Iteration 24Q: 3 clusters Score -971138.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -971138.437500 Penalty: 4468.503906
	Iteration 25Q: 3 clusters Score -971138.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -971138.437500 Penalty: 4468.503906
	Iteration 26F: 3 clusters Score -971138.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 138461 members 
Mstep: Class 4 contains 38129 members 
Mstep: Class 5 contains 539 members 
Mstep: Class 6 contains 3892 members 
Mstep: Class 7 contains 3909 members 
Mstep: Class 8 contains 329321 members 
Mstep: Class 9 contains 62612 members 
Mstep: Class 10 contains 18379 members 
Mstep: Class 11 contains 4285 members 
Mstep: Class 12 contains 39594 members 
Mstep: Class 13 contains 23896 members 
Mstep: Class 15 contains 214469 members 
Mstep: Class 16 contains 78222 members 
Mstep: Class 17 contains 246949 members 
Mstep: Class 18 contains 1938 members 
Mstep: Class 19 contains 1611 members 
Mstep: Class 20 contains 34814 members 
Mstep: Class 21 contains 3720 members 
Mstep: Class 22 contains 23687 members 
Entering Unmasked Estep 
Score: -154490768.000000 Penalty: 73212.898438
Splitting cluster 6 changes total score from -154487424.000000 to -154490768.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 8 (329321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329321 members 
Entering Unmasked Estep 
Score: -40782708.000000 Penalty: 3150.787598
	Iteration 0F: 2 clusters Score -4.078271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164905 members 
Mstep: Class 2 contains 164416 members 
Entering Unmasked Estep 
Score: -40595916.000000 Penalty: 6301.575195
	Iteration 0F: 3 clusters Score -4.059592e+07 nChanged 159390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170505 members 
Mstep: Class 2 contains 158816 members 
Entering Unmasked Estep 
Score: -40689792.000000 Penalty: 6301.575195
	Iteration 1F: 3 clusters Score -4.068979e+07 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174504 members 
Mstep: Class 2 contains 154817 members 
Entering Unmasked Estep 
Score: -40691612.000000 Penalty: 6301.575195
	Iteration 2Q: 3 clusters Score -4.069161e+07 nChanged 10546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180670 members 
Mstep: Class 2 contains 148651 members 
Entering Unmasked Estep 
Score: -40694848.000000 Penalty: 6301.575195
	Iteration 3Q: 3 clusters Score -4.069485e+07 nChanged 14039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190125 members 
Mstep: Class 2 contains 139196 members 
Entering Unmasked Estep 
Score: -40700316.000000 Penalty: 6301.575195
	Iteration 4Q: 3 clusters Score -4.070032e+07 nChanged 18802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203669 members 
Mstep: Class 2 contains 125652 members 
Entering Unmasked Estep 
Score: -40709544.000000 Penalty: 6301.575195
	Iteration 5F: 3 clusters Score -4.070954e+07 nChanged 23915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221106 members 
Mstep: Class 2 contains 108215 members 
Entering Unmasked Estep 
Score: -40723992.000000 Penalty: 6301.575195
	Iteration 6F: 3 clusters Score -4.072399e+07 nChanged 26245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240197 members 
Mstep: Class 2 contains 89124 members 
Entering Unmasked Estep 
Score: -40742796.000000 Penalty: 6301.575195
	Iteration 7F: 3 clusters Score -4.07428e+07 nChanged 24145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256968 members 
Mstep: Class 2 contains 72353 members 
Entering Unmasked Estep 
Score: -40763696.000000 Penalty: 6301.575195
	Iteration 8F: 3 clusters Score -4.07637e+07 nChanged 18265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268373 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -40780548.000000 Penalty: 6301.575195
	Iteration 9F: 3 clusters Score -4.078055e+07 nChanged 11824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274855 members 
Mstep: Class 2 contains 54466 members 
Entering Unmasked Estep 
Score: -40789696.000000 Penalty: 6301.575195
	Iteration 10Q: 3 clusters Score -4.07897e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279137 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -40793476.000000 Penalty: 6301.575195
	Iteration 11Q: 3 clusters Score -4.079348e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282798 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -40795672.000000 Penalty: 6301.575195
	Iteration 12Q: 3 clusters Score -4.079567e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286250 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -40796860.000000 Penalty: 6301.575195
	Iteration 13Q: 3 clusters Score -4.079686e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289497 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -40797828.000000 Penalty: 6301.575195
	Iteration 14Q: 3 clusters Score -4.079783e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292575 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -40798520.000000 Penalty: 6301.575195
	Iteration 15Q: 3 clusters Score -4.079852e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295447 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -40798872.000000 Penalty: 6301.575195
	Iteration 16Q: 3 clusters Score -4.079887e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298090 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -40799404.000000 Penalty: 6301.575195
	Iteration 17Q: 3 clusters Score -4.07994e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300692 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -40799404.000000 Penalty: 6301.575195
	Iteration 18Q: 3 clusters Score -4.07994e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303159 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -40799220.000000 Penalty: 6301.575195
	Iteration 19Q: 3 clusters Score -4.079922e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305495 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -40799232.000000 Penalty: 6301.575195
	Iteration 20F: 3 clusters Score -4.079923e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307802 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -40798616.000000 Penalty: 6301.575195
	Iteration 21Q: 3 clusters Score -4.079862e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309986 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -40797948.000000 Penalty: 6301.575195
	Iteration 22Q: 3 clusters Score -4.079795e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311981 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -40796748.000000 Penalty: 6301.575195
	Iteration 23Q: 3 clusters Score -4.079675e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313884 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -40795676.000000 Penalty: 6301.575195
	Iteration 24Q: 3 clusters Score -4.079568e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315683 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -40794596.000000 Penalty: 6301.575195
	Iteration 25Q: 3 clusters Score -4.07946e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317408 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -40793432.000000 Penalty: 6301.575195
	Iteration 26Q: 3 clusters Score -4.079343e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318963 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -40792620.000000 Penalty: 6301.575195
	Iteration 27Q: 3 clusters Score -4.079262e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320377 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -40791380.000000 Penalty: 6301.575195
	Iteration 28Q: 3 clusters Score -4.079138e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321638 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -40789928.000000 Penalty: 6301.575195
	Iteration 29Q: 3 clusters Score -4.078993e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322676 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -40788892.000000 Penalty: 6301.575195
	Iteration 30Q: 3 clusters Score -4.078889e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323593 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -40787760.000000 Penalty: 6301.575195
	Iteration 31Q: 3 clusters Score -4.078776e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324384 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -40786848.000000 Penalty: 6301.575195
	Iteration 32Q: 3 clusters Score -4.078685e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325054 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -40786156.000000 Penalty: 6301.575195
	Iteration 33Q: 3 clusters Score -4.078616e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325609 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -40785408.000000 Penalty: 6301.575195
	Iteration 34Q: 3 clusters Score -4.078541e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326075 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -40784668.000000 Penalty: 6301.575195
	Iteration 35Q: 3 clusters Score -4.078467e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326465 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -40784192.000000 Penalty: 6301.575195
	Iteration 36Q: 3 clusters Score -4.078419e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326811 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -40783784.000000 Penalty: 6301.575195
	Iteration 37Q: 3 clusters Score -4.078378e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327100 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -40783420.000000 Penalty: 6301.575195
	Iteration 38Q: 3 clusters Score -4.078342e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327329 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -40783124.000000 Penalty: 6301.575195
	Iteration 39Q: 3 clusters Score -4.078312e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327525 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -40782840.000000 Penalty: 6301.575195
	Iteration 40F: 3 clusters Score -4.078284e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327681 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -40782672.000000 Penalty: 6301.575195
	Iteration 41Q: 3 clusters Score -4.078267e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327802 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -40782572.000000 Penalty: 6301.575195
	Iteration 42Q: 3 clusters Score -4.078257e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327901 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -40782480.000000 Penalty: 6301.575195
	Iteration 43Q: 3 clusters Score -4.078248e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327981 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -40782340.000000 Penalty: 6301.575195
	Iteration 44Q: 3 clusters Score -4.078234e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328046 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -40782224.000000 Penalty: 6301.575195
	Iteration 45Q: 3 clusters Score -4.078222e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328101 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -40782124.000000 Penalty: 6301.575195
	Iteration 46Q: 3 clusters Score -4.078212e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328150 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -40782032.000000 Penalty: 6301.575195
	Iteration 47Q: 3 clusters Score -4.078203e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328187 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -40781992.000000 Penalty: 6301.575195
	Iteration 48Q: 3 clusters Score -4.078199e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328225 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -40781964.000000 Penalty: 6301.575195
	Iteration 49Q: 3 clusters Score -4.078196e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328252 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -40781924.000000 Penalty: 6301.575195
	Iteration 50Q: 3 clusters Score -4.078192e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328285 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -40781904.000000 Penalty: 6301.575195
	Iteration 51Q: 3 clusters Score -4.07819e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328316 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -40781828.000000 Penalty: 6301.575195
	Iteration 52Q: 3 clusters Score -4.078183e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328345 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -40781764.000000 Penalty: 6301.575195
	Iteration 53Q: 3 clusters Score -4.078176e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328374 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -40781736.000000 Penalty: 6301.575195
	Iteration 54Q: 3 clusters Score -4.078174e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328399 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -40781732.000000 Penalty: 6301.575195
	Iteration 55Q: 3 clusters Score -4.078173e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328414 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -40781692.000000 Penalty: 6301.575195
	Iteration 56Q: 3 clusters Score -4.078169e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328429 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -40781652.000000 Penalty: 6301.575195
	Iteration 57Q: 3 clusters Score -4.078165e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328437 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -40781628.000000 Penalty: 6301.575195
	Iteration 58Q: 3 clusters Score -4.078163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328442 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -40781624.000000 Penalty: 6301.575195
	Iteration 59Q: 3 clusters Score -4.078162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328448 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -40781608.000000 Penalty: 6301.575195
	Iteration 60F: 3 clusters Score -4.078161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328450 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -40781584.000000 Penalty: 6301.575195
	Iteration 61Q: 3 clusters Score -4.078158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328452 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -40781596.000000 Penalty: 6301.575195
	Iteration 62Q: 3 clusters Score -4.07816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328454 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -40781600.000000 Penalty: 6301.575195
	Iteration 63Q: 3 clusters Score -4.07816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328456 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -40781564.000000 Penalty: 6301.575195
	Iteration 64Q: 3 clusters Score -4.078156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328463 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -40781612.000000 Penalty: 6301.575195
	Iteration 65Q: 3 clusters Score -4.078161e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328472 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -40781592.000000 Penalty: 6301.575195
	Iteration 66Q: 3 clusters Score -4.078159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328478 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -40781584.000000 Penalty: 6301.575195
	Iteration 67Q: 3 clusters Score -4.078158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328484 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -40781580.000000 Penalty: 6301.575195
	Iteration 68Q: 3 clusters Score -4.078158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328490 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -40781616.000000 Penalty: 6301.575195
	Iteration 69Q: 3 clusters Score -4.078162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328496 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -40781608.000000 Penalty: 6301.575195
	Iteration 70Q: 3 clusters Score -4.078161e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328504 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -40781568.000000 Penalty: 6301.575195
	Iteration 71Q: 3 clusters Score -4.078157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328509 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -40781564.000000 Penalty: 6301.575195
	Iteration 72Q: 3 clusters Score -4.078156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328512 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -40781548.000000 Penalty: 6301.575195
	Iteration 73Q: 3 clusters Score -4.078155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328518 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -40781512.000000 Penalty: 6301.575195
	Iteration 74Q: 3 clusters Score -4.078151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328523 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -40781524.000000 Penalty: 6301.575195
	Iteration 75Q: 3 clusters Score -4.078152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328525 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -40781536.000000 Penalty: 6301.575195
	Iteration 76Q: 3 clusters Score -4.078154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328527 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -40781520.000000 Penalty: 6301.575195
	Iteration 77Q: 3 clusters Score -4.078152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328528 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -40781524.000000 Penalty: 6301.575195
	Iteration 78Q: 3 clusters Score -4.078152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328530 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -40781508.000000 Penalty: 6301.575195
	Iteration 79Q: 3 clusters Score -4.078151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328530 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -40781504.000000 Penalty: 6301.575195
	Iteration 80F: 3 clusters Score -4.07815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328530 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -40781500.000000 Penalty: 6301.575195
	Iteration 81Q: 3 clusters Score -4.07815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328532 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -40781488.000000 Penalty: 6301.575195
	Iteration 82Q: 3 clusters Score -4.078149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328535 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -40781500.000000 Penalty: 6301.575195
	Iteration 83Q: 3 clusters Score -4.07815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328537 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -40781504.000000 Penalty: 6301.575195
	Iteration 84Q: 3 clusters Score -4.07815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328539 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -40781496.000000 Penalty: 6301.575195
	Iteration 85Q: 3 clusters Score -4.07815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328544 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -40781484.000000 Penalty: 6301.575195
	Iteration 86Q: 3 clusters Score -4.078148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328551 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -40781464.000000 Penalty: 6301.575195
	Iteration 87Q: 3 clusters Score -4.078146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328559 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -40781468.000000 Penalty: 6301.575195
	Iteration 88Q: 3 clusters Score -4.078147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328565 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -40781472.000000 Penalty: 6301.575195
	Iteration 89Q: 3 clusters Score -4.078147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328569 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -40781480.000000 Penalty: 6301.575195
	Iteration 90Q: 3 clusters Score -4.078148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328572 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -40781456.000000 Penalty: 6301.575195
	Iteration 91Q: 3 clusters Score -4.078146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328579 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -40781464.000000 Penalty: 6301.575195
	Iteration 92Q: 3 clusters Score -4.078146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328581 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -40781464.000000 Penalty: 6301.575195
	Iteration 93Q: 3 clusters Score -4.078146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328582 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -40781464.000000 Penalty: 6301.575195
	Iteration 94Q: 3 clusters Score -4.078146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328582 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -40781452.000000 Penalty: 6301.575195
	Iteration 95Q: 3 clusters Score -4.078145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328583 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -40781456.000000 Penalty: 6301.575195
	Iteration 96Q: 3 clusters Score -4.078146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328584 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -40781452.000000 Penalty: 6301.575195
	Iteration 97Q: 3 clusters Score -4.078145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328586 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -40781444.000000 Penalty: 6301.575195
	Iteration 98Q: 3 clusters Score -4.078144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328586 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -40781444.000000 Penalty: 6301.575195
	Iteration 99F: 3 clusters Score -4.078144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (62612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62612 members 
Entering Unmasked Estep 
Score: -7871856.000000 Penalty: 2739.088623
	Iteration 0F: 2 clusters Score -7871856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -7829718.000000 Penalty: 5478.177246
	Iteration 0F: 3 clusters Score -7829718 nChanged 29192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -7846195.500000 Penalty: 5478.177246
	Iteration 1F: 3 clusters Score -7846196 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -7847057.000000 Penalty: 5478.177246
	Iteration 2Q: 3 clusters Score -7847057 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -7848225.500000 Penalty: 5478.177246
	Iteration 3Q: 3 clusters Score -7848226 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -7850082.500000 Penalty: 5478.177246
	Iteration 4F: 3 clusters Score -7850082 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -7853195.000000 Penalty: 5478.177246
	Iteration 5F: 3 clusters Score -7853195 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -7857434.500000 Penalty: 5478.177246
	Iteration 6F: 3 clusters Score -7857434 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -7862029.000000 Penalty: 5478.177246
	Iteration 7F: 3 clusters Score -7862029 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -7865498.000000 Penalty: 5478.177246
	Iteration 8F: 3 clusters Score -7865498 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
Score: -7867570.000000 Penalty: 5478.177246
	Iteration 9Q: 3 clusters Score -7867570 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
Score: -7868532.000000 Penalty: 5478.177246
	Iteration 10Q: 3 clusters Score -7868532 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 56213 members 
Entering Unmasked Estep 
Score: -7868998.500000 Penalty: 5478.177246
	Iteration 11Q: 3 clusters Score -7868998 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 56786 members 
Entering Unmasked Estep 
Score: -7869315.500000 Penalty: 5478.177246
	Iteration 12Q: 3 clusters Score -7869316 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 57250 members 
Entering Unmasked Estep 
Score: -7869531.500000 Penalty: 5478.177246
	Iteration 13Q: 3 clusters Score -7869532 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 57645 members 
Entering Unmasked Estep 
Score: -7869656.000000 Penalty: 5478.177246
	Iteration 14Q: 3 clusters Score -7869656 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -7869794.500000 Penalty: 5478.177246
	Iteration 15Q: 3 clusters Score -7869794 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 58255 members 
Entering Unmasked Estep 
Score: -7869907.500000 Penalty: 5478.177246
	Iteration 16Q: 3 clusters Score -7869908 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 58520 members 
Entering Unmasked Estep 
Score: -7869990.000000 Penalty: 5478.177246
	Iteration 17Q: 3 clusters Score -7869990 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 58732 members 
Entering Unmasked Estep 
Score: -7870046.500000 Penalty: 5478.177246
	Iteration 18Q: 3 clusters Score -7870046 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 58916 members 
Entering Unmasked Estep 
Score: -7870130.500000 Penalty: 5478.177246
	Iteration 19Q: 3 clusters Score -7870130 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 59073 members 
Entering Unmasked Estep 
Score: -7870167.000000 Penalty: 5478.177246
	Iteration 20F: 3 clusters Score -7870167 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
Score: -7870226.500000 Penalty: 5478.177246
	Iteration 21Q: 3 clusters Score -7870226 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 59340 members 
Entering Unmasked Estep 
Score: -7870249.500000 Penalty: 5478.177246
	Iteration 22Q: 3 clusters Score -7870250 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 59450 members 
Entering Unmasked Estep 
Score: -7870306.000000 Penalty: 5478.177246
	Iteration 23Q: 3 clusters Score -7870306 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 59543 members 
Entering Unmasked Estep 
Score: -7870325.500000 Penalty: 5478.177246
	Iteration 24Q: 3 clusters Score -7870326 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -7870337.500000 Penalty: 5478.177246
	Iteration 25Q: 3 clusters Score -7870338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -7870374.500000 Penalty: 5478.177246
	Iteration 26Q: 3 clusters Score -7870374 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 59744 members 
Entering Unmasked Estep 
Score: -7870399.000000 Penalty: 5478.177246
	Iteration 27Q: 3 clusters Score -7870399 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -7870417.500000 Penalty: 5478.177246
	Iteration 28Q: 3 clusters Score -7870418 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
Score: -7870416.500000 Penalty: 5478.177246
	Iteration 29Q: 3 clusters Score -7870416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -7870431.000000 Penalty: 5478.177246
	Iteration 30Q: 3 clusters Score -7870431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 59884 members 
Entering Unmasked Estep 
Score: -7870439.500000 Penalty: 5478.177246
	Iteration 31Q: 3 clusters Score -7870440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 59902 members 
Entering Unmasked Estep 
Score: -7870443.500000 Penalty: 5478.177246
	Iteration 32Q: 3 clusters Score -7870444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -7870420.500000 Penalty: 5478.177246
	Iteration 33Q: 3 clusters Score -7870420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 59924 members 
Entering Unmasked Estep 
Score: -7870436.500000 Penalty: 5478.177246
	Iteration 34Q: 3 clusters Score -7870436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 59931 members 
Entering Unmasked Estep 
Score: -7870438.500000 Penalty: 5478.177246
	Iteration 35Q: 3 clusters Score -7870438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 59937 members 
Entering Unmasked Estep 
Score: -7870432.000000 Penalty: 5478.177246
	Iteration 36Q: 3 clusters Score -7870432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 59943 members 
Entering Unmasked Estep 
Score: -7870442.000000 Penalty: 5478.177246
	Iteration 37Q: 3 clusters Score -7870442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 59954 members 
Entering Unmasked Estep 
Score: -7870444.500000 Penalty: 5478.177246
	Iteration 38Q: 3 clusters Score -7870444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 59964 members 
Entering Unmasked Estep 
Score: -7870445.500000 Penalty: 5478.177246
	Iteration 39Q: 3 clusters Score -7870446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -7870446.500000 Penalty: 5478.177246
	Iteration 40F: 3 clusters Score -7870446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -7870445.500000 Penalty: 5478.177246
	Iteration 41Q: 3 clusters Score -7870446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
Score: -7870442.000000 Penalty: 5478.177246
	Iteration 42Q: 3 clusters Score -7870442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 59998 members 
Entering Unmasked Estep 
Score: -7870444.500000 Penalty: 5478.177246
	Iteration 43Q: 3 clusters Score -7870444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 60001 members 
Entering Unmasked Estep 
Score: -7870442.000000 Penalty: 5478.177246
	Iteration 44Q: 3 clusters Score -7870442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 60004 members 
Entering Unmasked Estep 
Score: -7870435.500000 Penalty: 5478.177246
	Iteration 45Q: 3 clusters Score -7870436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -7870434.500000 Penalty: 5478.177246
	Iteration 46Q: 3 clusters Score -7870434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 60013 members 
Entering Unmasked Estep 
Score: -7870434.500000 Penalty: 5478.177246
	Iteration 47Q: 3 clusters Score -7870434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 60021 members 
Entering Unmasked Estep 
Score: -7870434.500000 Penalty: 5478.177246
	Iteration 48Q: 3 clusters Score -7870434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 60029 members 
Entering Unmasked Estep 
Score: -7870444.000000 Penalty: 5478.177246
	Iteration 49Q: 3 clusters Score -7870444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 60036 members 
Entering Unmasked Estep 
Score: -7870437.500000 Penalty: 5478.177246
	Iteration 50Q: 3 clusters Score -7870438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 60040 members 
Entering Unmasked Estep 
Score: -7870436.000000 Penalty: 5478.177246
	Iteration 51Q: 3 clusters Score -7870436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 60043 members 
Entering Unmasked Estep 
Score: -7870439.500000 Penalty: 5478.177246
	Iteration 52Q: 3 clusters Score -7870440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 60046 members 
Entering Unmasked Estep 
Score: -7870437.500000 Penalty: 5478.177246
	Iteration 53Q: 3 clusters Score -7870438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 60049 members 
Entering Unmasked Estep 
Score: -7870442.500000 Penalty: 5478.177246
	Iteration 54Q: 3 clusters Score -7870442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 60050 members 
Entering Unmasked Estep 
Score: -7870436.000000 Penalty: 5478.177246
	Iteration 55Q: 3 clusters Score -7870436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 60052 members 
Entering Unmasked Estep 
Score: -7870440.000000 Penalty: 5478.177246
	Iteration 56Q: 3 clusters Score -7870440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 60056 members 
Entering Unmasked Estep 
Score: -7870447.000000 Penalty: 5478.177246
	Iteration 57Q: 3 clusters Score -7870447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 60061 members 
Entering Unmasked Estep 
Score: -7870442.500000 Penalty: 5478.177246
	Iteration 58Q: 3 clusters Score -7870442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 60067 members 
Entering Unmasked Estep 
Score: -7870436.500000 Penalty: 5478.177246
	Iteration 59Q: 3 clusters Score -7870436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 60071 members 
Entering Unmasked Estep 
Score: -7870435.000000 Penalty: 5478.177246
	Iteration 60F: 3 clusters Score -7870435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 60075 members 
Entering Unmasked Estep 
Score: -7870430.000000 Penalty: 5478.177246
	Iteration 61Q: 3 clusters Score -7870430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 60078 members 
Entering Unmasked Estep 
Score: -7870436.500000 Penalty: 5478.177246
	Iteration 62Q: 3 clusters Score -7870436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 60081 members 
Entering Unmasked Estep 
Score: -7870443.500000 Penalty: 5478.177246
	Iteration 63Q: 3 clusters Score -7870444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 60081 members 
Entering Unmasked Estep 
Score: -7870431.000000 Penalty: 5478.177246
	Iteration 64Q: 3 clusters Score -7870431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 60083 members 
Entering Unmasked Estep 
Score: -7870437.000000 Penalty: 5478.177246
	Iteration 65Q: 3 clusters Score -7870437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 60084 members 
Entering Unmasked Estep 
Score: -7870440.000000 Penalty: 5478.177246
	Iteration 66Q: 3 clusters Score -7870440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 60084 members 
Entering Unmasked Estep 
Score: -7870440.000000 Penalty: 5478.177246
	Iteration 67F: 3 clusters Score -7870440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Entering Unmasked Estep 
Score: -1920911.500000 Penalty: 2435.103027
	Iteration 0F: 2 clusters Score -1920912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1908186.000000 Penalty: 4870.206055
	Iteration 0F: 3 clusters Score -1908186 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1914106.875000 Penalty: 4870.206055
	Iteration 1F: 3 clusters Score -1914107 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1919420.625000 Penalty: 4870.206055
	Iteration 2F: 3 clusters Score -1919421 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1928281.375000 Penalty: 4870.206055
	Iteration 3F: 3 clusters Score -1928281 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1932338.250000 Penalty: 4870.206055
	Iteration 4F: 3 clusters Score -1932338 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1933249.625000 Penalty: 4870.206055
	Iteration 5F: 3 clusters Score -1933250 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1933583.000000 Penalty: 4870.206055
	Iteration 6Q: 3 clusters Score -1933583 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1933719.000000 Penalty: 4870.206055
	Iteration 7Q: 3 clusters Score -1933719 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1933775.875000 Penalty: 4870.206055
	Iteration 8Q: 3 clusters Score -1933776 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1933796.500000 Penalty: 4870.206055
	Iteration 9Q: 3 clusters Score -1933796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1933805.625000 Penalty: 4870.206055
	Iteration 10Q: 3 clusters Score -1933806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1933804.250000 Penalty: 4870.206055
	Iteration 11Q: 3 clusters Score -1933804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1933807.875000 Penalty: 4870.206055
	Iteration 12Q: 3 clusters Score -1933808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1933812.750000 Penalty: 4870.206055
	Iteration 13Q: 3 clusters Score -1933813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1933814.250000 Penalty: 4870.206055
	Iteration 14Q: 3 clusters Score -1933814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1933816.750000 Penalty: 4870.206055
	Iteration 15Q: 3 clusters Score -1933817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1933817.625000 Penalty: 4870.206055
	Iteration 16Q: 3 clusters Score -1933818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1933817.625000 Penalty: 4870.206055
	Iteration 17F: 3 clusters Score -1933818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 138461 members 
Mstep: Class 4 contains 38129 members 
Mstep: Class 5 contains 539 members 
Mstep: Class 6 contains 3892 members 
Mstep: Class 7 contains 3909 members 
Mstep: Class 8 contains 329321 members 
Mstep: Class 9 contains 62612 members 
Mstep: Class 10 contains 15391 members 
Mstep: Class 11 contains 4285 members 
Mstep: Class 12 contains 39594 members 
Mstep: Class 13 contains 23896 members 
Mstep: Class 14 contains 2988 members 
Mstep: Class 15 contains 214469 members 
Mstep: Class 16 contains 78222 members 
Mstep: Class 17 contains 246949 members 
Mstep: Class 18 contains 1938 members 
Mstep: Class 19 contains 1611 members 
Mstep: Class 20 contains 34814 members 
Mstep: Class 21 contains 3720 members 
Mstep: Class 22 contains 23687 members 
Entering Unmasked Estep 
Score: -154507008.000000 Penalty: 76699.226562
Splitting cluster 10 changes total score from -154487424.000000 to -154507008.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 12 (39594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Entering Unmasked Estep 
Score: -4758200.500000 Penalty: 2625.435303
	Iteration 0F: 2 clusters Score -4758200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -4731432.000000 Penalty: 5250.870605
	Iteration 0F: 3 clusters Score -4731432 nChanged 18130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -4741688.500000 Penalty: 5250.870605
	Iteration 1F: 3 clusters Score -4741688 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -4743345.000000 Penalty: 5250.870605
	Iteration 2F: 3 clusters Score -4743345 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -4746092.000000 Penalty: 5250.870605
	Iteration 3F: 3 clusters Score -4746092 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -4749517.500000 Penalty: 5250.870605
	Iteration 4F: 3 clusters Score -4749518 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -4752377.000000 Penalty: 5250.870605
	Iteration 5F: 3 clusters Score -4752377 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -4753993.000000 Penalty: 5250.870605
	Iteration 6F: 3 clusters Score -4753993 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -4754697.500000 Penalty: 5250.870605
	Iteration 7Q: 3 clusters Score -4754698 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -4754989.000000 Penalty: 5250.870605
	Iteration 8Q: 3 clusters Score -4754989 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -4755102.500000 Penalty: 5250.870605
	Iteration 9Q: 3 clusters Score -4755102 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -4755166.500000 Penalty: 5250.870605
	Iteration 10Q: 3 clusters Score -4755166 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -4755209.500000 Penalty: 5250.870605
	Iteration 11Q: 3 clusters Score -4755210 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -4755252.000000 Penalty: 5250.870605
	Iteration 12Q: 3 clusters Score -4755252 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -4755284.000000 Penalty: 5250.870605
	Iteration 13Q: 3 clusters Score -4755284 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -4755314.000000 Penalty: 5250.870605
	Iteration 14Q: 3 clusters Score -4755314 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -4755320.000000 Penalty: 5250.870605
	Iteration 15Q: 3 clusters Score -4755320 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -4755344.000000 Penalty: 5250.870605
	Iteration 16Q: 3 clusters Score -4755344 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -4755365.000000 Penalty: 5250.870605
	Iteration 17Q: 3 clusters Score -4755365 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -4755391.000000 Penalty: 5250.870605
	Iteration 18Q: 3 clusters Score -4755391 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -4755419.000000 Penalty: 5250.870605
	Iteration 19Q: 3 clusters Score -4755419 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -4755432.500000 Penalty: 5250.870605
	Iteration 20F: 3 clusters Score -4755432 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -4755451.000000 Penalty: 5250.870605
	Iteration 21Q: 3 clusters Score -4755451 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -4755459.000000 Penalty: 5250.870605
	Iteration 22Q: 3 clusters Score -4755459 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -4755502.000000 Penalty: 5250.870605
	Iteration 23Q: 3 clusters Score -4755502 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -4755527.500000 Penalty: 5250.870605
	Iteration 24Q: 3 clusters Score -4755528 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -4755556.500000 Penalty: 5250.870605
	Iteration 25Q: 3 clusters Score -4755556 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -4755554.000000 Penalty: 5250.870605
	Iteration 26Q: 3 clusters Score -4755554 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -4755581.500000 Penalty: 5250.870605
	Iteration 27Q: 3 clusters Score -4755582 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -4755601.000000 Penalty: 5250.870605
	Iteration 28Q: 3 clusters Score -4755601 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -4755606.500000 Penalty: 5250.870605
	Iteration 29Q: 3 clusters Score -4755606 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -4755629.000000 Penalty: 5250.870605
	Iteration 30Q: 3 clusters Score -4755629 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -4755635.000000 Penalty: 5250.870605
	Iteration 31Q: 3 clusters Score -4755635 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -4755657.000000 Penalty: 5250.870605
	Iteration 32Q: 3 clusters Score -4755657 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -4755673.500000 Penalty: 5250.870605
	Iteration 33Q: 3 clusters Score -4755674 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -4755680.500000 Penalty: 5250.870605
	Iteration 34Q: 3 clusters Score -4755680 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -4755703.000000 Penalty: 5250.870605
	Iteration 35Q: 3 clusters Score -4755703 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -4755709.000000 Penalty: 5250.870605
	Iteration 36Q: 3 clusters Score -4755709 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -4755737.000000 Penalty: 5250.870605
	Iteration 37Q: 3 clusters Score -4755737 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -4755753.000000 Penalty: 5250.870605
	Iteration 38Q: 3 clusters Score -4755753 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -4755762.000000 Penalty: 5250.870605
	Iteration 39Q: 3 clusters Score -4755762 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -4755793.000000 Penalty: 5250.870605
	Iteration 40F: 3 clusters Score -4755793 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -4755788.500000 Penalty: 5250.870605
	Iteration 41Q: 3 clusters Score -4755788 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -4755811.000000 Penalty: 5250.870605
	Iteration 42Q: 3 clusters Score -4755811 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -4755845.500000 Penalty: 5250.870605
	Iteration 43Q: 3 clusters Score -4755846 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -4755839.500000 Penalty: 5250.870605
	Iteration 44Q: 3 clusters Score -4755840 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -4755862.000000 Penalty: 5250.870605
	Iteration 45Q: 3 clusters Score -4755862 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4755875 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -4755893.500000 Penalty: 5250.870605
	Iteration 47Q: 3 clusters Score -4755894 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -4755898.500000 Penalty: 5250.870605
	Iteration 48Q: 3 clusters Score -4755898 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -4755902.500000 Penalty: 5250.870605
	Iteration 49Q: 3 clusters Score -4755902 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -4755907.500000 Penalty: 5250.870605
	Iteration 50Q: 3 clusters Score -4755908 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -4755935.000000 Penalty: 5250.870605
	Iteration 51Q: 3 clusters Score -4755935 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -4755959.500000 Penalty: 5250.870605
	Iteration 52Q: 3 clusters Score -4755960 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -4755955.000000 Penalty: 5250.870605
	Iteration 53Q: 3 clusters Score -4755955 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -4755968.000000 Penalty: 5250.870605
	Iteration 54Q: 3 clusters Score -4755968 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -4755993.500000 Penalty: 5250.870605
	Iteration 55Q: 3 clusters Score -4755994 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -4756018.500000 Penalty: 5250.870605
	Iteration 56Q: 3 clusters Score -4756018 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -4756011.000000 Penalty: 5250.870605
	Iteration 57Q: 3 clusters Score -4756011 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -4756039.000000 Penalty: 5250.870605
	Iteration 58Q: 3 clusters Score -4756039 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -4756033.500000 Penalty: 5250.870605
	Iteration 59Q: 3 clusters Score -4756034 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -4756042.500000 Penalty: 5250.870605
	Iteration 60F: 3 clusters Score -4756042 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -4756050.500000 Penalty: 5250.870605
	Iteration 61Q: 3 clusters Score -4756050 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -4756059.000000 Penalty: 5250.870605
	Iteration 62Q: 3 clusters Score -4756059 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -4756065.500000 Penalty: 5250.870605
	Iteration 63Q: 3 clusters Score -4756066 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -4756076.500000 Penalty: 5250.870605
	Iteration 64Q: 3 clusters Score -4756076 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -4756079.500000 Penalty: 5250.870605
	Iteration 65Q: 3 clusters Score -4756080 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -4756081.000000 Penalty: 5250.870605
	Iteration 66Q: 3 clusters Score -4756081 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -4756069.000000 Penalty: 5250.870605
	Iteration 67Q: 3 clusters Score -4756069 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -4756093.000000 Penalty: 5250.870605
	Iteration 68Q: 3 clusters Score -4756093 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -4756102.500000 Penalty: 5250.870605
	Iteration 69Q: 3 clusters Score -4756102 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -4756104.000000 Penalty: 5250.870605
	Iteration 70Q: 3 clusters Score -4756104 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -4756113.500000 Penalty: 5250.870605
	Iteration 71Q: 3 clusters Score -4756114 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -4756113.500000 Penalty: 5250.870605
	Iteration 72Q: 3 clusters Score -4756114 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -4756114.500000 Penalty: 5250.870605
	Iteration 73Q: 3 clusters Score -4756114 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -4756140.000000 Penalty: 5250.870605
	Iteration 74Q: 3 clusters Score -4756140 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -4756145.500000 Penalty: 5250.870605
	Iteration 75Q: 3 clusters Score -4756146 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -4756143.500000 Penalty: 5250.870605
	Iteration 76Q: 3 clusters Score -4756144 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -4756143.500000 Penalty: 5250.870605
	Iteration 77Q: 3 clusters Score -4756144 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -4756160.500000 Penalty: 5250.870605
	Iteration 78Q: 3 clusters Score -4756160 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -4756183.000000 Penalty: 5250.870605
	Iteration 79Q: 3 clusters Score -4756183 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -4756180.500000 Penalty: 5250.870605
	Iteration 80F: 3 clusters Score -4756180 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -4756188.500000 Penalty: 5250.870605
	Iteration 81Q: 3 clusters Score -4756188 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -4756199.000000 Penalty: 5250.870605
	Iteration 82Q: 3 clusters Score -4756199 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -4756202.500000 Penalty: 5250.870605
	Iteration 83Q: 3 clusters Score -4756202 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -4756211.500000 Penalty: 5250.870605
	Iteration 84Q: 3 clusters Score -4756212 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -4756220.000000 Penalty: 5250.870605
	Iteration 85Q: 3 clusters Score -4756220 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -4756233.000000 Penalty: 5250.870605
	Iteration 86Q: 3 clusters Score -4756233 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -4756247.000000 Penalty: 5250.870605
	Iteration 87Q: 3 clusters Score -4756247 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -4756255.000000 Penalty: 5250.870605
	Iteration 88Q: 3 clusters Score -4756255 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -4756254.000000 Penalty: 5250.870605
	Iteration 89Q: 3 clusters Score -4756254 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -4756271.500000 Penalty: 5250.870605
	Iteration 90Q: 3 clusters Score -4756272 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -4756252.000000 Penalty: 5250.870605
	Iteration 91Q: 3 clusters Score -4756252 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -4756256.500000 Penalty: 5250.870605
	Iteration 92Q: 3 clusters Score -4756256 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -4756275.500000 Penalty: 5250.870605
	Iteration 93Q: 3 clusters Score -4756276 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -4756271.500000 Penalty: 5250.870605
	Iteration 94Q: 3 clusters Score -4756272 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -4756294.500000 Penalty: 5250.870605
	Iteration 95Q: 3 clusters Score -4756294 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -4756303.000000 Penalty: 5250.870605
	Iteration 96Q: 3 clusters Score -4756303 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -4756304.500000 Penalty: 5250.870605
	Iteration 97Q: 3 clusters Score -4756304 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -4756305.000000 Penalty: 5250.870605
	Iteration 98Q: 3 clusters Score -4756305 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -4756317.000000 Penalty: 5250.870605
	Iteration 99Q: 3 clusters Score -4756317 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -4756317.000000 Penalty: 5250.870605
	Iteration 100F: 3 clusters Score -4756317 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -4756310.000000 Penalty: 5250.870605
	Iteration 101Q: 3 clusters Score -4756310 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -4756309.000000 Penalty: 5250.870605
	Iteration 102Q: 3 clusters Score -4756309 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -4756315.500000 Penalty: 5250.870605
	Iteration 103Q: 3 clusters Score -4756316 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -4756317.000000 Penalty: 5250.870605
	Iteration 104Q: 3 clusters Score -4756317 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -4756317.500000 Penalty: 5250.870605
	Iteration 105Q: 3 clusters Score -4756318 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -4756318.500000 Penalty: 5250.870605
	Iteration 106Q: 3 clusters Score -4756318 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -4756325.500000 Penalty: 5250.870605
	Iteration 107Q: 3 clusters Score -4756326 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 2 contains 24033 members 
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	Iteration 108Q: 3 clusters Score -4756344 nChanged 74
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Mstep: Class 2 contains 24105 members 
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	Iteration 109Q: 3 clusters Score -4756343 nChanged 81
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Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4756332 nChanged 72
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	Iteration 111Q: 3 clusters Score -4756340 nChanged 75
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	Iteration 112Q: 3 clusters Score -4756352 nChanged 87
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	Iteration 113Q: 3 clusters Score -4756348 nChanged 78
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	Iteration 114Q: 3 clusters Score -4756352 nChanged 66
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	Iteration 115Q: 3 clusters Score -4756353 nChanged 61
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	Iteration 116Q: 3 clusters Score -4756356 nChanged 69
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	Iteration 117Q: 3 clusters Score -4756361 nChanged 77
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	Iteration 118Q: 3 clusters Score -4756366 nChanged 71
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	Iteration 119Q: 3 clusters Score -4756392 nChanged 68
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	Iteration 120F: 3 clusters Score -4756398 nChanged 54
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	Iteration 121Q: 3 clusters Score -4756407 nChanged 59
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	Iteration 122Q: 3 clusters Score -4756404 nChanged 56
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	Iteration 123Q: 3 clusters Score -4756408 nChanged 50
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	Iteration 124Q: 3 clusters Score -4756402 nChanged 47
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	Iteration 125Q: 3 clusters Score -4756408 nChanged 56
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	Iteration 126Q: 3 clusters Score -4756429 nChanged 60
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	Iteration 127Q: 3 clusters Score -4756438 nChanged 60
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	Iteration 128Q: 3 clusters Score -4756442 nChanged 62
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	Iteration 129Q: 3 clusters Score -4756438 nChanged 59
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	Iteration 130Q: 3 clusters Score -4756440 nChanged 52
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	Iteration 131Q: 3 clusters Score -4756444 nChanged 43
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	Iteration 132Q: 3 clusters Score -4756444 nChanged 48
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	Iteration 133Q: 3 clusters Score -4756448 nChanged 46
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	Iteration 134Q: 3 clusters Score -4756458 nChanged 42
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	Iteration 135Q: 3 clusters Score -4756448 nChanged 33
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	Iteration 136Q: 3 clusters Score -4756450 nChanged 31
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	Iteration 137Q: 3 clusters Score -4756457 nChanged 26
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	Iteration 138Q: 3 clusters Score -4756458 nChanged 24
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	Iteration 139Q: 3 clusters Score -4756460 nChanged 17
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	Iteration 140F: 3 clusters Score -4756466 nChanged 13
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	Iteration 141Q: 3 clusters Score -4756468 nChanged 13
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	Iteration 142Q: 3 clusters Score -4756470 nChanged 18
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	Iteration 143Q: 3 clusters Score -4756470 nChanged 12
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	Iteration 144Q: 3 clusters Score -4756475 nChanged 7
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	Iteration 145Q: 3 clusters Score -4756470 nChanged 7
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	Iteration 146Q: 3 clusters Score -4756478 nChanged 8
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	Iteration 147Q: 3 clusters Score -4756478 nChanged 8
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	Iteration 148Q: 3 clusters Score -4756486 nChanged 9
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	Iteration 149Q: 3 clusters Score -4756484 nChanged 10
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	Iteration 150Q: 3 clusters Score -4756476 nChanged 12
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	Iteration 151Q: 3 clusters Score -4756477 nChanged 10
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	Iteration 152Q: 3 clusters Score -4756476 nChanged 11
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	Iteration 153Q: 3 clusters Score -4756476 nChanged 12
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	Iteration 154Q: 3 clusters Score -4756476 nChanged 12
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	Iteration 155Q: 3 clusters Score -4756481 nChanged 18
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	Iteration 156Q: 3 clusters Score -4756474 nChanged 14
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	Iteration 157Q: 3 clusters Score -4756466 nChanged 14
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	Iteration 158Q: 3 clusters Score -4756463 nChanged 16
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	Iteration 159Q: 3 clusters Score -4756464 nChanged 14
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	Iteration 160F: 3 clusters Score -4756459 nChanged 14
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	Iteration 161Q: 3 clusters Score -4756463 nChanged 21
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	Iteration 162Q: 3 clusters Score -4756473 nChanged 21
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	Iteration 163Q: 3 clusters Score -4756470 nChanged 18
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	Iteration 164Q: 3 clusters Score -4756472 nChanged 21
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	Iteration 165Q: 3 clusters Score -4756473 nChanged 19
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	Iteration 166Q: 3 clusters Score -4756473 nChanged 18
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	Iteration 167Q: 3 clusters Score -4756470 nChanged 12
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	Iteration 168Q: 3 clusters Score -4756467 nChanged 10
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	Iteration 169Q: 3 clusters Score -4756472 nChanged 7
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	Iteration 170Q: 3 clusters Score -4756472 nChanged 7
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	Iteration 171Q: 3 clusters Score -4756471 nChanged 5
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	Iteration 172Q: 3 clusters Score -4756470 nChanged 9
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	Iteration 173Q: 3 clusters Score -4756472 nChanged 7
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	Iteration 174Q: 3 clusters Score -4756478 nChanged 8
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	Iteration 175Q: 3 clusters Score -4756484 nChanged 5
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	Iteration 176Q: 3 clusters Score -4756482 nChanged 7
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	Iteration 177Q: 3 clusters Score -4756478 nChanged 10
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	Iteration 178Q: 3 clusters Score -4756481 nChanged 15
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	Iteration 179Q: 3 clusters Score -4756482 nChanged 11
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	Iteration 180F: 3 clusters Score -4756481 nChanged 12
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	Iteration 181Q: 3 clusters Score -4756486 nChanged 13
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	Iteration 182Q: 3 clusters Score -4756484 nChanged 13
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	Iteration 183Q: 3 clusters Score -4756487 nChanged 14
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	Iteration 184Q: 3 clusters Score -4756488 nChanged 14
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	Iteration 185Q: 3 clusters Score -4756493 nChanged 11
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	Iteration 186Q: 3 clusters Score -4756500 nChanged 9
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	Iteration 187Q: 3 clusters Score -4756498 nChanged 5
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	Iteration 188Q: 3 clusters Score -4756503 nChanged 8
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	Iteration 189Q: 3 clusters Score -4756498 nChanged 6
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	Iteration 190Q: 3 clusters Score -4756500 nChanged 5
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	Iteration 191Q: 3 clusters Score -4756502 nChanged 5
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	Iteration 192Q: 3 clusters Score -4756504 nChanged 6
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	Iteration 193Q: 3 clusters Score -4756498 nChanged 8
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	Iteration 194Q: 3 clusters Score -4756504 nChanged 5
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	Iteration 195Q: 3 clusters Score -4756508 nChanged 3
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	Iteration 196Q: 3 clusters Score -4756508 nChanged 4
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	Iteration 197Q: 3 clusters Score -4756503 nChanged 2
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	Iteration 198Q: 3 clusters Score -4756504 nChanged 2
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	Iteration 199Q: 3 clusters Score -4756500 nChanged 4
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	Iteration 200F: 3 clusters Score -4756506 nChanged 6
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	Iteration 201Q: 3 clusters Score -4756500 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -4756505.000000 Penalty: 5250.870605
	Iteration 202Q: 3 clusters Score -4756505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -4756503.500000 Penalty: 5250.870605
	Iteration 203Q: 3 clusters Score -4756504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -4756498.000000 Penalty: 5250.870605
	Iteration 204Q: 3 clusters Score -4756498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -4756499.500000 Penalty: 5250.870605
	Iteration 205Q: 3 clusters Score -4756500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -4756502.000000 Penalty: 5250.870605
	Iteration 206Q: 3 clusters Score -4756502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -4756498.500000 Penalty: 5250.870605
	Iteration 207Q: 3 clusters Score -4756498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -4756497.500000 Penalty: 5250.870605
	Iteration 208Q: 3 clusters Score -4756498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -4756497.500000 Penalty: 5250.870605
	Iteration 209F: 3 clusters Score -4756498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Entering Unmasked Estep 
Score: -2798362.250000 Penalty: 2500.203613
	Iteration 0F: 2 clusters Score -2798362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2781833.000000 Penalty: 5000.407227
	Iteration 0F: 3 clusters Score -2781833 nChanged 10639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2787979.500000 Penalty: 5000.407227
	Iteration 1F: 3 clusters Score -2787980 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2789397.000000 Penalty: 5000.407227
	Iteration 2F: 3 clusters Score -2789397 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2791416.000000 Penalty: 5000.407227
	Iteration 3F: 3 clusters Score -2791416 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2793547.500000 Penalty: 5000.407227
	Iteration 4F: 3 clusters Score -2793548 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2795310.500000 Penalty: 5000.407227
	Iteration 5F: 3 clusters Score -2795310 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2796510.750000 Penalty: 5000.407227
	Iteration 6F: 3 clusters Score -2796511 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2797237.750000 Penalty: 5000.407227
	Iteration 7Q: 3 clusters Score -2797238 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2797697.250000 Penalty: 5000.407227
	Iteration 8Q: 3 clusters Score -2797697 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2797986.750000 Penalty: 5000.407227
	Iteration 9Q: 3 clusters Score -2797987 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2798192.250000 Penalty: 5000.407227
	Iteration 10Q: 3 clusters Score -2798192 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2798327.000000 Penalty: 5000.407227
	Iteration 11Q: 3 clusters Score -2798327 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2798414.250000 Penalty: 5000.407227
	Iteration 12Q: 3 clusters Score -2798414 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2798489.250000 Penalty: 5000.407227
	Iteration 13Q: 3 clusters Score -2798489 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2798566.250000 Penalty: 5000.407227
	Iteration 14Q: 3 clusters Score -2798566 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2798634.250000 Penalty: 5000.407227
	Iteration 15Q: 3 clusters Score -2798634 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2798686.250000 Penalty: 5000.407227
	Iteration 16Q: 3 clusters Score -2798686 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2798737.750000 Penalty: 5000.407227
	Iteration 17Q: 3 clusters Score -2798738 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2798760.500000 Penalty: 5000.407227
	Iteration 18Q: 3 clusters Score -2798760 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2798781.500000 Penalty: 5000.407227
	Iteration 19Q: 3 clusters Score -2798782 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2798793.750000 Penalty: 5000.407227
	Iteration 20F: 3 clusters Score -2798794 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2798811.250000 Penalty: 5000.407227
	Iteration 21Q: 3 clusters Score -2798811 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2798821.500000 Penalty: 5000.407227
	Iteration 22Q: 3 clusters Score -2798822 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2798839.500000 Penalty: 5000.407227
	Iteration 23Q: 3 clusters Score -2798840 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2798853.000000 Penalty: 5000.407227
	Iteration 24Q: 3 clusters Score -2798853 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2798875.250000 Penalty: 5000.407227
	Iteration 25Q: 3 clusters Score -2798875 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2798882.500000 Penalty: 5000.407227
	Iteration 26Q: 3 clusters Score -2798882 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2798891.250000 Penalty: 5000.407227
	Iteration 27Q: 3 clusters Score -2798891 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2798898.000000 Penalty: 5000.407227
	Iteration 28Q: 3 clusters Score -2798898 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2798912.750000 Penalty: 5000.407227
	Iteration 29Q: 3 clusters Score -2798913 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2798929.000000 Penalty: 5000.407227
	Iteration 30Q: 3 clusters Score -2798929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2798934.250000 Penalty: 5000.407227
	Iteration 31Q: 3 clusters Score -2798934 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2798938.750000 Penalty: 5000.407227
	Iteration 32Q: 3 clusters Score -2798939 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2798933.000000 Penalty: 5000.407227
	Iteration 33Q: 3 clusters Score -2798933 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2798940.000000 Penalty: 5000.407227
	Iteration 34Q: 3 clusters Score -2798940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2798952.750000 Penalty: 5000.407227
	Iteration 35Q: 3 clusters Score -2798953 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2798958.750000 Penalty: 5000.407227
	Iteration 36Q: 3 clusters Score -2798959 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2798966.500000 Penalty: 5000.407227
	Iteration 37Q: 3 clusters Score -2798966 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2798970.750000 Penalty: 5000.407227
	Iteration 38Q: 3 clusters Score -2798971 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2798980.250000 Penalty: 5000.407227
	Iteration 39Q: 3 clusters Score -2798980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2798978.500000 Penalty: 5000.407227
	Iteration 40F: 3 clusters Score -2798978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2798984.500000 Penalty: 5000.407227
	Iteration 41Q: 3 clusters Score -2798984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2798987.250000 Penalty: 5000.407227
	Iteration 42Q: 3 clusters Score -2798987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2798995.000000 Penalty: 5000.407227
	Iteration 43Q: 3 clusters Score -2798995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2798996.250000 Penalty: 5000.407227
	Iteration 44Q: 3 clusters Score -2798996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2798999.500000 Penalty: 5000.407227
	Iteration 45Q: 3 clusters Score -2799000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2798997.750000 Penalty: 5000.407227
	Iteration 46Q: 3 clusters Score -2798998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2798997.750000 Penalty: 5000.407227
	Iteration 47Q: 3 clusters Score -2798998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2798996.000000 Penalty: 5000.407227
	Iteration 48Q: 3 clusters Score -2798996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2799001.250000 Penalty: 5000.407227
	Iteration 49Q: 3 clusters Score -2799001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2798999.750000 Penalty: 5000.407227
	Iteration 50Q: 3 clusters Score -2799000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2799005.250000 Penalty: 5000.407227
	Iteration 51Q: 3 clusters Score -2799005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2799002.250000 Penalty: 5000.407227
	Iteration 52Q: 3 clusters Score -2799002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2799001.250000 Penalty: 5000.407227
	Iteration 53Q: 3 clusters Score -2799001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2798996.000000 Penalty: 5000.407227
	Iteration 54Q: 3 clusters Score -2798996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2799003.250000 Penalty: 5000.407227
	Iteration 55Q: 3 clusters Score -2799003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2799003.250000 Penalty: 5000.407227
	Iteration 56F: 3 clusters Score -2799003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 138461 members 
Mstep: Class 4 contains 38129 members 
Mstep: Class 5 contains 539 members 
Mstep: Class 6 contains 3892 members 
Mstep: Class 7 contains 3909 members 
Mstep: Class 8 contains 329321 members 
Mstep: Class 9 contains 62612 members 
Mstep: Class 10 contains 15391 members 
Mstep: Class 11 contains 4285 members 
Mstep: Class 12 contains 39594 members 
Mstep: Class 13 contains 8644 members 
Mstep: Class 14 contains 2988 members 
Mstep: Class 15 contains 214469 members 
Mstep: Class 16 contains 78222 members 
Mstep: Class 17 contains 246949 members 
Mstep: Class 18 contains 1938 members 
Mstep: Class 19 contains 1611 members 
Mstep: Class 20 contains 34814 members 
Mstep: Class 21 contains 3720 members 
Mstep: Class 22 contains 23687 members 
Mstep: Class 23 contains 15252 members 
Entering Unmasked Estep 
Score: -154506576.000000 Penalty: 80185.554688
Splitting cluster 13 changes total score from -154487424.000000 to -154506576.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (214469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214469 members 
Entering Unmasked Estep 
Score: -26783352.000000 Penalty: 3044.428467
	Iteration 0F: 2 clusters Score -2.678335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106841 members 
Mstep: Class 2 contains 107628 members 
Entering Unmasked Estep 
Score: -26647182.000000 Penalty: 6088.856934
	Iteration 0F: 3 clusters Score -2.664718e+07 nChanged 103441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99922 members 
Mstep: Class 2 contains 114547 members 
Entering Unmasked Estep 
Score: -26709234.000000 Penalty: 6088.856934
	Iteration 1F: 3 clusters Score -2.670923e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95734 members 
Mstep: Class 2 contains 118735 members 
Entering Unmasked Estep 
Score: -26710992.000000 Penalty: 6088.856934
	Iteration 2Q: 3 clusters Score -2.671099e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89254 members 
Mstep: Class 2 contains 125215 members 
Entering Unmasked Estep 
Score: -26713904.000000 Penalty: 6088.856934
	Iteration 3Q: 3 clusters Score -2.67139e+07 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79584 members 
Mstep: Class 2 contains 134885 members 
Entering Unmasked Estep 
Score: -26719320.000000 Penalty: 6088.856934
	Iteration 4Q: 3 clusters Score -2.671932e+07 nChanged 14254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65900 members 
Mstep: Class 2 contains 148569 members 
Entering Unmasked Estep 
Score: -26729026.000000 Penalty: 6088.856934
	Iteration 5F: 3 clusters Score -2.672903e+07 nChanged 17881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 166078 members 
Entering Unmasked Estep 
Score: -26743578.000000 Penalty: 6088.856934
	Iteration 6F: 3 clusters Score -2.674358e+07 nChanged 18686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 184614 members 
Entering Unmasked Estep 
Score: -26760038.000000 Penalty: 6088.856934
	Iteration 7F: 3 clusters Score -2.676004e+07 nChanged 14924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 199488 members 
Entering Unmasked Estep 
Score: -26772258.000000 Penalty: 6088.856934
	Iteration 8F: 3 clusters Score -2.677226e+07 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 208108 members 
Entering Unmasked Estep 
Score: -26778360.000000 Penalty: 6088.856934
	Iteration 9Q: 3 clusters Score -2.677836e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 211851 members 
Entering Unmasked Estep 
Score: -26780242.000000 Penalty: 6088.856934
	Iteration 10Q: 3 clusters Score -2.678024e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 213160 members 
Entering Unmasked Estep 
Score: -26780962.000000 Penalty: 6088.856934
	Iteration 11Q: 3 clusters Score -2.678096e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 213598 members 
Entering Unmasked Estep 
Score: -26781134.000000 Penalty: 6088.856934
	Iteration 12Q: 3 clusters Score -2.678113e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 213766 members 
Entering Unmasked Estep 
Score: -26781270.000000 Penalty: 6088.856934
	Iteration 13Q: 3 clusters Score -2.678127e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 213835 members 
Entering Unmasked Estep 
Score: -26781282.000000 Penalty: 6088.856934
	Iteration 14Q: 3 clusters Score -2.678128e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 213867 members 
Entering Unmasked Estep 
Score: -26781310.000000 Penalty: 6088.856934
	Iteration 15Q: 3 clusters Score -2.678131e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 213884 members 
Entering Unmasked Estep 
Score: -26781332.000000 Penalty: 6088.856934
	Iteration 16Q: 3 clusters Score -2.678133e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 213894 members 
Entering Unmasked Estep 
Score: -26781316.000000 Penalty: 6088.856934
	Iteration 17Q: 3 clusters Score -2.678132e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 213901 members 
Entering Unmasked Estep 
Score: -26781328.000000 Penalty: 6088.856934
	Iteration 18Q: 3 clusters Score -2.678133e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 213906 members 
Entering Unmasked Estep 
Score: -26781336.000000 Penalty: 6088.856934
	Iteration 19Q: 3 clusters Score -2.678134e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 213909 members 
Entering Unmasked Estep 
Score: -26781348.000000 Penalty: 6088.856934
	Iteration 20F: 3 clusters Score -2.678135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 213911 members 
Entering Unmasked Estep 
Score: -26781352.000000 Penalty: 6088.856934
	Iteration 21Q: 3 clusters Score -2.678135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 213913 members 
Entering Unmasked Estep 
Score: -26781346.000000 Penalty: 6088.856934
	Iteration 22Q: 3 clusters Score -2.678135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 213918 members 
Entering Unmasked Estep 
Score: -26781364.000000 Penalty: 6088.856934
	Iteration 23Q: 3 clusters Score -2.678136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 213918 members 
Entering Unmasked Estep 
Score: -26781364.000000 Penalty: 6088.856934
	Iteration 24Q: 3 clusters Score -2.678136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 213920 members 
Entering Unmasked Estep 
Score: -26781364.000000 Penalty: 6088.856934
	Iteration 25Q: 3 clusters Score -2.678136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 213922 members 
Entering Unmasked Estep 
Score: -26781372.000000 Penalty: 6088.856934
	Iteration 26Q: 3 clusters Score -2.678137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 213923 members 
Entering Unmasked Estep 
Score: -26781354.000000 Penalty: 6088.856934
	Iteration 27Q: 3 clusters Score -2.678135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 213921 members 
Entering Unmasked Estep 
Score: -26781378.000000 Penalty: 6088.856934
	Iteration 28Q: 3 clusters Score -2.678138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 213921 members 
Entering Unmasked Estep 
Score: -26781378.000000 Penalty: 6088.856934
	Iteration 29Q: 3 clusters Score -2.678138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 213921 members 
Entering Unmasked Estep 
Score: -26781374.000000 Penalty: 6088.856934
	Iteration 30Q: 3 clusters Score -2.678137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 213920 members 
Entering Unmasked Estep 
Score: -26781382.000000 Penalty: 6088.856934
	Iteration 31Q: 3 clusters Score -2.678138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 213919 members 
Entering Unmasked Estep 
Score: -26781374.000000 Penalty: 6088.856934
	Iteration 32Q: 3 clusters Score -2.678137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 213918 members 
Entering Unmasked Estep 
Score: -26781396.000000 Penalty: 6088.856934
	Iteration 33Q: 3 clusters Score -2.67814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 213921 members 
Entering Unmasked Estep 
Score: -26781388.000000 Penalty: 6088.856934
	Iteration 34Q: 3 clusters Score -2.678139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 213924 members 
Entering Unmasked Estep 
Score: -26781394.000000 Penalty: 6088.856934
	Iteration 35Q: 3 clusters Score -2.678139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 213925 members 
Entering Unmasked Estep 
Score: -26781388.000000 Penalty: 6088.856934
	Iteration 36Q: 3 clusters Score -2.678139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 213926 members 
Entering Unmasked Estep 
Score: -26781398.000000 Penalty: 6088.856934
	Iteration 37Q: 3 clusters Score -2.67814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 213927 members 
Entering Unmasked Estep 
Score: -26781384.000000 Penalty: 6088.856934
	Iteration 38Q: 3 clusters Score -2.678138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 213926 members 
Entering Unmasked Estep 
Score: -26781392.000000 Penalty: 6088.856934
	Iteration 39Q: 3 clusters Score -2.678139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 213922 members 
Entering Unmasked Estep 
Score: -26781390.000000 Penalty: 6088.856934
	Iteration 40F: 3 clusters Score -2.678139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 213918 members 
Entering Unmasked Estep 
Score: -26781406.000000 Penalty: 6088.856934
	Iteration 41Q: 3 clusters Score -2.678141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 213915 members 
Entering Unmasked Estep 
Score: -26781396.000000 Penalty: 6088.856934
	Iteration 42Q: 3 clusters Score -2.67814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 213915 members 
Entering Unmasked Estep 
Score: -26781396.000000 Penalty: 6088.856934
	Iteration 43F: 3 clusters Score -2.67814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (78222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78222 members 
Entering Unmasked Estep 
Score: -9441763.000000 Penalty: 2794.291992
	Iteration 0F: 2 clusters Score -9441763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -9389189.000000 Penalty: 5588.583984
	Iteration 0F: 3 clusters Score -9389189 nChanged 36626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -9409774.000000 Penalty: 5588.583984
	Iteration 1F: 3 clusters Score -9409774 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -9410438.000000 Penalty: 5588.583984
	Iteration 2Q: 3 clusters Score -9410438 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -9411055.000000 Penalty: 5588.583984
	Iteration 3Q: 3 clusters Score -9411055 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -9411778.000000 Penalty: 5588.583984
	Iteration 4Q: 3 clusters Score -9411778 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -9412623.000000 Penalty: 5588.583984
	Iteration 5Q: 3 clusters Score -9412623 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -9414098.000000 Penalty: 5588.583984
	Iteration 6Q: 3 clusters Score -9414098 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -9416237.000000 Penalty: 5588.583984
	Iteration 7F: 3 clusters Score -9416237 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -9419595.000000 Penalty: 5588.583984
	Iteration 8F: 3 clusters Score -9419595 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -9423821.000000 Penalty: 5588.583984
	Iteration 9F: 3 clusters Score -9423821 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 66700 members 
Entering Unmasked Estep 
Score: -9428975.000000 Penalty: 5588.583984
	Iteration 10F: 3 clusters Score -9428975 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 71483 members 
Entering Unmasked Estep 
Score: -9433441.000000 Penalty: 5588.583984
	Iteration 11F: 3 clusters Score -9433441 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 74627 members 
Entering Unmasked Estep 
Score: -9436222.000000 Penalty: 5588.583984
	Iteration 12Q: 3 clusters Score -9436222 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 76375 members 
Entering Unmasked Estep 
Score: -9437823.000000 Penalty: 5588.583984
	Iteration 13Q: 3 clusters Score -9437823 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 77206 members 
Entering Unmasked Estep 
Score: -9438560.000000 Penalty: 5588.583984
	Iteration 14Q: 3 clusters Score -9438560 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 77587 members 
Entering Unmasked Estep 
Score: -9438916.000000 Penalty: 5588.583984
	Iteration 15Q: 3 clusters Score -9438916 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 77743 members 
Entering Unmasked Estep 
Score: -9439101.000000 Penalty: 5588.583984
	Iteration 16Q: 3 clusters Score -9439101 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 77833 members 
Entering Unmasked Estep 
Score: -9439198.000000 Penalty: 5588.583984
	Iteration 17Q: 3 clusters Score -9439198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -9439237.000000 Penalty: 5588.583984
	Iteration 18Q: 3 clusters Score -9439237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 77891 members 
Entering Unmasked Estep 
Score: -9439256.000000 Penalty: 5588.583984
	Iteration 19Q: 3 clusters Score -9439256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 77902 members 
Entering Unmasked Estep 
Score: -9439283.000000 Penalty: 5588.583984
	Iteration 20F: 3 clusters Score -9439283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 77921 members 
Entering Unmasked Estep 
Score: -9439302.000000 Penalty: 5588.583984
	Iteration 21Q: 3 clusters Score -9439302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 77933 members 
Entering Unmasked Estep 
Score: -9439308.000000 Penalty: 5588.583984
	Iteration 22Q: 3 clusters Score -9439308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 77942 members 
Entering Unmasked Estep 
Score: -9439335.000000 Penalty: 5588.583984
	Iteration 23Q: 3 clusters Score -9439335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 77945 members 
Entering Unmasked Estep 
Score: -9439344.000000 Penalty: 5588.583984
	Iteration 24Q: 3 clusters Score -9439344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 77946 members 
Entering Unmasked Estep 
Score: -9439345.000000 Penalty: 5588.583984
	Iteration 25Q: 3 clusters Score -9439345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 77947 members 
Entering Unmasked Estep 
Score: -9439348.000000 Penalty: 5588.583984
	Iteration 26Q: 3 clusters Score -9439348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 77947 members 
Entering Unmasked Estep 
Score: -9439348.000000 Penalty: 5588.583984
	Iteration 27F: 3 clusters Score -9439348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (246949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246949 members 
Entering Unmasked Estep 
Score: -30585342.000000 Penalty: 3079.400391
	Iteration 0F: 2 clusters Score -3.058534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123558 members 
Mstep: Class 2 contains 123391 members 
Entering Unmasked Estep 
Score: -30432090.000000 Penalty: 6158.800781
	Iteration 0F: 3 clusters Score -3.043209e+07 nChanged 119538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123636 members 
Mstep: Class 2 contains 123313 members 
Entering Unmasked Estep 
Score: -30503986.000000 Penalty: 6158.800781
	Iteration 1F: 3 clusters Score -3.050399e+07 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124143 members 
Mstep: Class 2 contains 122806 members 
Entering Unmasked Estep 
Score: -30507642.000000 Penalty: 6158.800781
	Iteration 2Q: 3 clusters Score -3.050764e+07 nChanged 11185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124888 members 
Mstep: Class 2 contains 122061 members 
Entering Unmasked Estep 
Score: -30512526.000000 Penalty: 6158.800781
	Iteration 3Q: 3 clusters Score -3.051253e+07 nChanged 13138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126118 members 
Mstep: Class 2 contains 120831 members 
Entering Unmasked Estep 
Score: -30519058.000000 Penalty: 6158.800781
	Iteration 4F: 3 clusters Score -3.051906e+07 nChanged 14376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127790 members 
Mstep: Class 2 contains 119159 members 
Entering Unmasked Estep 
Score: -30526622.000000 Penalty: 6158.800781
	Iteration 5F: 3 clusters Score -3.052662e+07 nChanged 14909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130079 members 
Mstep: Class 2 contains 116870 members 
Entering Unmasked Estep 
Score: -30534724.000000 Penalty: 6158.800781
	Iteration 6F: 3 clusters Score -3.053472e+07 nChanged 14242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132837 members 
Mstep: Class 2 contains 114112 members 
Entering Unmasked Estep 
Score: -30542590.000000 Penalty: 6158.800781
	Iteration 7F: 3 clusters Score -3.054259e+07 nChanged 13457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136018 members 
Mstep: Class 2 contains 110931 members 
Entering Unmasked Estep 
Score: -30550382.000000 Penalty: 6158.800781
	Iteration 8F: 3 clusters Score -3.055038e+07 nChanged 11971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139105 members 
Mstep: Class 2 contains 107844 members 
Entering Unmasked Estep 
Score: -30556424.000000 Penalty: 6158.800781
	Iteration 9Q: 3 clusters Score -3.055642e+07 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141755 members 
Mstep: Class 2 contains 105194 members 
Entering Unmasked Estep 
Score: -30560278.000000 Penalty: 6158.800781
	Iteration 10Q: 3 clusters Score -3.056028e+07 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143992 members 
Mstep: Class 2 contains 102957 members 
Entering Unmasked Estep 
Score: -30562340.000000 Penalty: 6158.800781
	Iteration 11Q: 3 clusters Score -3.056234e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145991 members 
Mstep: Class 2 contains 100958 members 
Entering Unmasked Estep 
Score: -30563546.000000 Penalty: 6158.800781
	Iteration 12Q: 3 clusters Score -3.056355e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147888 members 
Mstep: Class 2 contains 99061 members 
Entering Unmasked Estep 
Score: -30564272.000000 Penalty: 6158.800781
	Iteration 13Q: 3 clusters Score -3.056427e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149774 members 
Mstep: Class 2 contains 97175 members 
Entering Unmasked Estep 
Score: -30564704.000000 Penalty: 6158.800781
	Iteration 14Q: 3 clusters Score -3.05647e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151753 members 
Mstep: Class 2 contains 95196 members 
Entering Unmasked Estep 
Score: -30565218.000000 Penalty: 6158.800781
	Iteration 15Q: 3 clusters Score -3.056522e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153768 members 
Mstep: Class 2 contains 93181 members 
Entering Unmasked Estep 
Score: -30565692.000000 Penalty: 6158.800781
	Iteration 16Q: 3 clusters Score -3.056569e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155816 members 
Mstep: Class 2 contains 91133 members 
Entering Unmasked Estep 
Score: -30566210.000000 Penalty: 6158.800781
	Iteration 17Q: 3 clusters Score -3.056621e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157875 members 
Mstep: Class 2 contains 89074 members 
Entering Unmasked Estep 
Score: -30566618.000000 Penalty: 6158.800781
	Iteration 18Q: 3 clusters Score -3.056662e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159974 members 
Mstep: Class 2 contains 86975 members 
Entering Unmasked Estep 
Score: -30567000.000000 Penalty: 6158.800781
	Iteration 19Q: 3 clusters Score -3.0567e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162150 members 
Mstep: Class 2 contains 84799 members 
Entering Unmasked Estep 
Score: -30567226.000000 Penalty: 6158.800781
	Iteration 20F: 3 clusters Score -3.056723e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164307 members 
Mstep: Class 2 contains 82642 members 
Entering Unmasked Estep 
Score: -30567562.000000 Penalty: 6158.800781
	Iteration 21Q: 3 clusters Score -3.056756e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166490 members 
Mstep: Class 2 contains 80459 members 
Entering Unmasked Estep 
Score: -30567890.000000 Penalty: 6158.800781
	Iteration 22Q: 3 clusters Score -3.056789e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168729 members 
Mstep: Class 2 contains 78220 members 
Entering Unmasked Estep 
Score: -30568268.000000 Penalty: 6158.800781
	Iteration 23Q: 3 clusters Score -3.056827e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171059 members 
Mstep: Class 2 contains 75890 members 
Entering Unmasked Estep 
Score: -30568546.000000 Penalty: 6158.800781
	Iteration 24Q: 3 clusters Score -3.056855e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173378 members 
Mstep: Class 2 contains 73571 members 
Entering Unmasked Estep 
Score: -30568884.000000 Penalty: 6158.800781
	Iteration 25Q: 3 clusters Score -3.056888e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175641 members 
Mstep: Class 2 contains 71308 members 
Entering Unmasked Estep 
Score: -30569282.000000 Penalty: 6158.800781
	Iteration 26Q: 3 clusters Score -3.056928e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177925 members 
Mstep: Class 2 contains 69024 members 
Entering Unmasked Estep 
Score: -30569710.000000 Penalty: 6158.800781
	Iteration 27Q: 3 clusters Score -3.056971e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180204 members 
Mstep: Class 2 contains 66745 members 
Entering Unmasked Estep 
Score: -30570016.000000 Penalty: 6158.800781
	Iteration 28Q: 3 clusters Score -3.057002e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182401 members 
Mstep: Class 2 contains 64548 members 
Entering Unmasked Estep 
Score: -30570232.000000 Penalty: 6158.800781
	Iteration 29Q: 3 clusters Score -3.057023e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184574 members 
Mstep: Class 2 contains 62375 members 
Entering Unmasked Estep 
Score: -30570504.000000 Penalty: 6158.800781
	Iteration 30Q: 3 clusters Score -3.05705e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186750 members 
Mstep: Class 2 contains 60199 members 
Entering Unmasked Estep 
Score: -30570986.000000 Penalty: 6158.800781
	Iteration 31Q: 3 clusters Score -3.057099e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188908 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -30571352.000000 Penalty: 6158.800781
	Iteration 32Q: 3 clusters Score -3.057135e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191076 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -30571820.000000 Penalty: 6158.800781
	Iteration 33Q: 3 clusters Score -3.057182e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193279 members 
Mstep: Class 2 contains 53670 members 
Entering Unmasked Estep 
Score: -30572230.000000 Penalty: 6158.800781
	Iteration 34Q: 3 clusters Score -3.057223e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195504 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -30572650.000000 Penalty: 6158.800781
	Iteration 35Q: 3 clusters Score -3.057265e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197794 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -30573058.000000 Penalty: 6158.800781
	Iteration 36Q: 3 clusters Score -3.057306e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200042 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -30573488.000000 Penalty: 6158.800781
	Iteration 37Q: 3 clusters Score -3.057349e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202329 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -30573936.000000 Penalty: 6158.800781
	Iteration 38Q: 3 clusters Score -3.057394e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204590 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -30574386.000000 Penalty: 6158.800781
	Iteration 39Q: 3 clusters Score -3.057439e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206820 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -30574904.000000 Penalty: 6158.800781
	Iteration 40F: 3 clusters Score -3.05749e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209001 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -30575620.000000 Penalty: 6158.800781
	Iteration 41Q: 3 clusters Score -3.057562e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211114 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -30576154.000000 Penalty: 6158.800781
	Iteration 42Q: 3 clusters Score -3.057615e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213149 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -30576754.000000 Penalty: 6158.800781
	Iteration 43Q: 3 clusters Score -3.057675e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215151 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -30577302.000000 Penalty: 6158.800781
	Iteration 44Q: 3 clusters Score -3.05773e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217094 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -30577834.000000 Penalty: 6158.800781
	Iteration 45Q: 3 clusters Score -3.057783e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219018 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -30578414.000000 Penalty: 6158.800781
	Iteration 46Q: 3 clusters Score -3.057841e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220928 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -30578916.000000 Penalty: 6158.800781
	Iteration 47Q: 3 clusters Score -3.057892e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222725 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -30579546.000000 Penalty: 6158.800781
	Iteration 48Q: 3 clusters Score -3.057955e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224469 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -30580148.000000 Penalty: 6158.800781
	Iteration 49Q: 3 clusters Score -3.058015e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226079 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -30580832.000000 Penalty: 6158.800781
	Iteration 50Q: 3 clusters Score -3.058083e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227595 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -30581630.000000 Penalty: 6158.800781
	Iteration 51Q: 3 clusters Score -3.058163e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229062 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -30582596.000000 Penalty: 6158.800781
	Iteration 52Q: 3 clusters Score -3.05826e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230450 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -30583474.000000 Penalty: 6158.800781
	Iteration 53Q: 3 clusters Score -3.058347e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231712 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -30584354.000000 Penalty: 6158.800781
	Iteration 54Q: 3 clusters Score -3.058435e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232839 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -30584988.000000 Penalty: 6158.800781
	Iteration 55Q: 3 clusters Score -3.058499e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233857 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -30585722.000000 Penalty: 6158.800781
	Iteration 56Q: 3 clusters Score -3.058572e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234829 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -30586320.000000 Penalty: 6158.800781
	Iteration 57Q: 3 clusters Score -3.058632e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235682 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -30587060.000000 Penalty: 6158.800781
	Iteration 58Q: 3 clusters Score -3.058706e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236392 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -30587428.000000 Penalty: 6158.800781
	Iteration 59Q: 3 clusters Score -3.058743e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236995 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -30587996.000000 Penalty: 6158.800781
	Iteration 60F: 3 clusters Score -3.0588e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237373 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -30588544.000000 Penalty: 6158.800781
	Iteration 61Q: 3 clusters Score -3.058854e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237726 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -30588886.000000 Penalty: 6158.800781
	Iteration 62Q: 3 clusters Score -3.058889e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238019 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -30589168.000000 Penalty: 6158.800781
	Iteration 63Q: 3 clusters Score -3.058917e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238285 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -30589316.000000 Penalty: 6158.800781
	Iteration 64Q: 3 clusters Score -3.058932e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238492 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -30589498.000000 Penalty: 6158.800781
	Iteration 65Q: 3 clusters Score -3.05895e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238654 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -30589670.000000 Penalty: 6158.800781
	Iteration 66Q: 3 clusters Score -3.058967e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238792 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -30589812.000000 Penalty: 6158.800781
	Iteration 67Q: 3 clusters Score -3.058981e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238864 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -30589914.000000 Penalty: 6158.800781
	Iteration 68Q: 3 clusters Score -3.058991e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238946 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -30589950.000000 Penalty: 6158.800781
	Iteration 69Q: 3 clusters Score -3.058995e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239009 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -30590016.000000 Penalty: 6158.800781
	Iteration 70Q: 3 clusters Score -3.059002e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239073 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -30590042.000000 Penalty: 6158.800781
	Iteration 71Q: 3 clusters Score -3.059004e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239111 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -30590068.000000 Penalty: 6158.800781
	Iteration 72Q: 3 clusters Score -3.059007e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239160 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -30590036.000000 Penalty: 6158.800781
	Iteration 73Q: 3 clusters Score -3.059004e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239202 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -30590050.000000 Penalty: 6158.800781
	Iteration 74Q: 3 clusters Score -3.059005e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239226 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -30590028.000000 Penalty: 6158.800781
	Iteration 75Q: 3 clusters Score -3.059003e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239245 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -30590054.000000 Penalty: 6158.800781
	Iteration 76Q: 3 clusters Score -3.059005e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239265 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -30590036.000000 Penalty: 6158.800781
	Iteration 77Q: 3 clusters Score -3.059004e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239277 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -30590058.000000 Penalty: 6158.800781
	Iteration 78Q: 3 clusters Score -3.059006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239291 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -30590072.000000 Penalty: 6158.800781
	Iteration 79Q: 3 clusters Score -3.059007e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239307 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -30590040.000000 Penalty: 6158.800781
	Iteration 80F: 3 clusters Score -3.059004e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239310 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -30590018.000000 Penalty: 6158.800781
	Iteration 81Q: 3 clusters Score -3.059002e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239307 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -30590024.000000 Penalty: 6158.800781
	Iteration 82Q: 3 clusters Score -3.059002e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239316 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -30590020.000000 Penalty: 6158.800781
	Iteration 83Q: 3 clusters Score -3.059002e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239325 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -30589998.000000 Penalty: 6158.800781
	Iteration 84Q: 3 clusters Score -3.059e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239327 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -30590006.000000 Penalty: 6158.800781
	Iteration 85Q: 3 clusters Score -3.059001e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239332 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -30590006.000000 Penalty: 6158.800781
	Iteration 86Q: 3 clusters Score -3.059001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239333 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -30590014.000000 Penalty: 6158.800781
	Iteration 87Q: 3 clusters Score -3.059001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239332 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -30590028.000000 Penalty: 6158.800781
	Iteration 88Q: 3 clusters Score -3.059003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239335 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -30590012.000000 Penalty: 6158.800781
	Iteration 89Q: 3 clusters Score -3.059001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239337 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -30590030.000000 Penalty: 6158.800781
	Iteration 90Q: 3 clusters Score -3.059003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239335 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -30590018.000000 Penalty: 6158.800781
	Iteration 91Q: 3 clusters Score -3.059002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239334 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -30590040.000000 Penalty: 6158.800781
	Iteration 92Q: 3 clusters Score -3.059004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239332 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -30590028.000000 Penalty: 6158.800781
	Iteration 93Q: 3 clusters Score -3.059003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239333 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -30590030.000000 Penalty: 6158.800781
	Iteration 94Q: 3 clusters Score -3.059003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239333 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -30590030.000000 Penalty: 6158.800781
	Iteration 95F: 3 clusters Score -3.059003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 138461 members 
Mstep: Class 4 contains 38129 members 
Mstep: Class 5 contains 539 members 
Mstep: Class 6 contains 3892 members 
Mstep: Class 7 contains 3909 members 
Mstep: Class 8 contains 329321 members 
Mstep: Class 9 contains 62612 members 
Mstep: Class 10 contains 15391 members 
Mstep: Class 11 contains 4285 members 
Mstep: Class 12 contains 39594 members 
Mstep: Class 13 contains 8644 members 
Mstep: Class 14 contains 2988 members 
Mstep: Class 15 contains 214469 members 
Mstep: Class 16 contains 78222 members 
Mstep: Class 17 contains 239333 members 
Mstep: Class 18 contains 1938 members 
Mstep: Class 19 contains 1611 members 
Mstep: Class 20 contains 34814 members 
Mstep: Class 21 contains 3720 members 
Mstep: Class 22 contains 23687 members 
Mstep: Class 23 contains 15252 members 
Mstep: Class 24 contains 7616 members 
Entering Unmasked Estep 
Score: -154510720.000000 Penalty: 83671.882812
Splitting cluster 17 changes total score from -154487424.000000 to -154510720.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (1938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Entering Unmasked Estep 
Score: -227395.484375 Penalty: 1877.214111
	Iteration 0F: 2 clusters Score -227395.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -224796.312500 Penalty: 3754.428223
	Iteration 0F: 3 clusters Score -224796.3 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -225299.015625 Penalty: 3754.428223
	Iteration 1F: 3 clusters Score -225299 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -225439.937500 Penalty: 3754.428223
	Iteration 2F: 3 clusters Score -225439.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -225559.265625 Penalty: 3754.428223
	Iteration 3F: 3 clusters Score -225559.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -225641.296875 Penalty: 3754.428223
	Iteration 4Q: 3 clusters Score -225641.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -225686.937500 Penalty: 3754.428223
	Iteration 5Q: 3 clusters Score -225686.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -225720.875000 Penalty: 3754.428223
	Iteration 6Q: 3 clusters Score -225720.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -225746.593750 Penalty: 3754.428223
	Iteration 7Q: 3 clusters Score -225746.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -225764.359375 Penalty: 3754.428223
	Iteration 8Q: 3 clusters Score -225764.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -225780.718750 Penalty: 3754.428223
	Iteration 9Q: 3 clusters Score -225780.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -225794.328125 Penalty: 3754.428223
	Iteration 10Q: 3 clusters Score -225794.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -225802.984375 Penalty: 3754.428223
	Iteration 11Q: 3 clusters Score -225803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -225808.421875 Penalty: 3754.428223
	Iteration 12Q: 3 clusters Score -225808.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -225812.203125 Penalty: 3754.428223
	Iteration 13Q: 3 clusters Score -225812.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -225817.343750 Penalty: 3754.428223
	Iteration 14Q: 3 clusters Score -225817.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -225820.437500 Penalty: 3754.428223
	Iteration 15Q: 3 clusters Score -225820.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -225823.437500 Penalty: 3754.428223
	Iteration 16Q: 3 clusters Score -225823.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -225826.796875 Penalty: 3754.428223
	Iteration 17Q: 3 clusters Score -225826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -225830.046875 Penalty: 3754.428223
	Iteration 18Q: 3 clusters Score -225830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -225831.625000 Penalty: 3754.428223
	Iteration 19Q: 3 clusters Score -225831.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -225832.640625 Penalty: 3754.428223
	Iteration 20F: 3 clusters Score -225832.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -225833.375000 Penalty: 3754.428223
	Iteration 21Q: 3 clusters Score -225833.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -225833.375000 Penalty: 3754.428223
	Iteration 22F: 3 clusters Score -225833.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Entering Unmasked Estep 
Score: -177798.515625 Penalty: 1831.383301
	Iteration 0F: 2 clusters Score -177798.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -175517.937500 Penalty: 3662.766602
	Iteration 0F: 3 clusters Score -175517.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -176095.328125 Penalty: 3662.766602
	Iteration 1F: 3 clusters Score -176095.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -176431.078125 Penalty: 3662.766602
	Iteration 2F: 3 clusters Score -176431.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -177001.828125 Penalty: 3662.766602
	Iteration 3F: 3 clusters Score -177001.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -177821.625000 Penalty: 3662.766602
	Iteration 4F: 3 clusters Score -177821.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -178650.093750 Penalty: 3662.766602
	Iteration 5F: 3 clusters Score -178650.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -179710.796875 Penalty: 3662.766602
	Iteration 6F: 3 clusters Score -179710.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -180242.781250 Penalty: 3662.766602
	Iteration 7Q: 3 clusters Score -180242.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -180417.234375 Penalty: 3662.766602
	Iteration 8Q: 3 clusters Score -180417.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -180420.125000 Penalty: 3662.766602
	Iteration 9Q: 3 clusters Score -180420.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -180421.453125 Penalty: 3662.766602
	Iteration 10Q: 3 clusters Score -180421.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -180421.453125 Penalty: 3662.766602
	Iteration 11F: 3 clusters Score -180421.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 138461 members 
Mstep: Class 4 contains 38129 members 
Mstep: Class 5 contains 539 members 
Mstep: Class 6 contains 3892 members 
Mstep: Class 7 contains 3909 members 
Mstep: Class 8 contains 329321 members 
Mstep: Class 9 contains 62612 members 
Mstep: Class 10 contains 15391 members 
Mstep: Class 11 contains 4285 members 
Mstep: Class 12 contains 39594 members 
Mstep: Class 13 contains 8644 members 
Mstep: Class 14 contains 2988 members 
Mstep: Class 15 contains 214469 members 
Mstep: Class 16 contains 78222 members 
Mstep: Class 17 contains 239333 members 
Mstep: Class 18 contains 1938 members 
Mstep: Class 19 contains 1254 members 
Mstep: Class 20 contains 34814 members 
Mstep: Class 21 contains 3720 members 
Mstep: Class 22 contains 23687 members 
Mstep: Class 23 contains 15252 members 
Mstep: Class 24 contains 7616 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
Score: -154511616.000000 Penalty: 87158.210938
Splitting cluster 19 changes total score from -154487424.000000 to -154511616.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (34814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Entering Unmasked Estep 
Score: -4173329.500000 Penalty: 2593.528320
	Iteration 0F: 2 clusters Score -4173330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -4149796.750000 Penalty: 5187.056641
	Iteration 0F: 3 clusters Score -4149797 nChanged 15836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -4159222.750000 Penalty: 5187.056641
	Iteration 1F: 3 clusters Score -4159223 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -4160682.000000 Penalty: 5187.056641
	Iteration 2F: 3 clusters Score -4160682 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -4162483.500000 Penalty: 5187.056641
	Iteration 3F: 3 clusters Score -4162484 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -4164545.750000 Penalty: 5187.056641
	Iteration 4F: 3 clusters Score -4164546 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -4166377.250000 Penalty: 5187.056641
	Iteration 5F: 3 clusters Score -4166377 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -4167642.500000 Penalty: 5187.056641
	Iteration 6F: 3 clusters Score -4167642 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -4168514.500000 Penalty: 5187.056641
	Iteration 7Q: 3 clusters Score -4168514 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -4169046.500000 Penalty: 5187.056641
	Iteration 8Q: 3 clusters Score -4169046 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -4169360.250000 Penalty: 5187.056641
	Iteration 9Q: 3 clusters Score -4169360 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -4169628.250000 Penalty: 5187.056641
	Iteration 10Q: 3 clusters Score -4169628 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -4169815.500000 Penalty: 5187.056641
	Iteration 11Q: 3 clusters Score -4169816 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -4169945.750000 Penalty: 5187.056641
	Iteration 12Q: 3 clusters Score -4169946 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -4170059.750000 Penalty: 5187.056641
	Iteration 13Q: 3 clusters Score -4170060 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -4170180.250000 Penalty: 5187.056641
	Iteration 14Q: 3 clusters Score -4170180 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -4170290.000000 Penalty: 5187.056641
	Iteration 15Q: 3 clusters Score -4170290 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -4170376.000000 Penalty: 5187.056641
	Iteration 16Q: 3 clusters Score -4170376 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -4170483.500000 Penalty: 5187.056641
	Iteration 17Q: 3 clusters Score -4170484 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -4170611.250000 Penalty: 5187.056641
	Iteration 18Q: 3 clusters Score -4170611 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -4170762.250000 Penalty: 5187.056641
	Iteration 19Q: 3 clusters Score -4170762 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -4170969.750000 Penalty: 5187.056641
	Iteration 20F: 3 clusters Score -4170970 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -4171183.750000 Penalty: 5187.056641
	Iteration 21Q: 3 clusters Score -4171184 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -4171386.500000 Penalty: 5187.056641
	Iteration 22Q: 3 clusters Score -4171386 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -4171623.750000 Penalty: 5187.056641
	Iteration 23Q: 3 clusters Score -4171624 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -4171839.750000 Penalty: 5187.056641
	Iteration 24Q: 3 clusters Score -4171840 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -4172040.500000 Penalty: 5187.056641
	Iteration 25Q: 3 clusters Score -4172040 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -4172217.500000 Penalty: 5187.056641
	Iteration 26Q: 3 clusters Score -4172218 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -4172405.000000 Penalty: 5187.056641
	Iteration 27Q: 3 clusters Score -4172405 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -4172548.000000 Penalty: 5187.056641
	Iteration 28Q: 3 clusters Score -4172548 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -4172650.000000 Penalty: 5187.056641
	Iteration 29Q: 3 clusters Score -4172650 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -4172737.000000 Penalty: 5187.056641
	Iteration 30Q: 3 clusters Score -4172737 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -4172811.000000 Penalty: 5187.056641
	Iteration 31Q: 3 clusters Score -4172811 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -4172860.750000 Penalty: 5187.056641
	Iteration 32Q: 3 clusters Score -4172861 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4172896.750000 Penalty: 5187.056641
	Iteration 33Q: 3 clusters Score -4172897 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -4172926.500000 Penalty: 5187.056641
	Iteration 34Q: 3 clusters Score -4172926 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4172955.000000 Penalty: 5187.056641
	Iteration 35Q: 3 clusters Score -4172955 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -4172972.750000 Penalty: 5187.056641
	Iteration 36Q: 3 clusters Score -4172973 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -4172977.750000 Penalty: 5187.056641
	Iteration 37Q: 3 clusters Score -4172978 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -4172987.250000 Penalty: 5187.056641
	Iteration 38Q: 3 clusters Score -4172987 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -4173004.000000 Penalty: 5187.056641
	Iteration 39Q: 3 clusters Score -4173004 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -4173002.750000 Penalty: 5187.056641
	Iteration 40F: 3 clusters Score -4173003 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -4173002.000000 Penalty: 5187.056641
	Iteration 41Q: 3 clusters Score -4173002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -4173013.250000 Penalty: 5187.056641
	Iteration 42Q: 3 clusters Score -4173013 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -4173014.750000 Penalty: 5187.056641
	Iteration 43Q: 3 clusters Score -4173015 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -4173027.500000 Penalty: 5187.056641
	Iteration 44Q: 3 clusters Score -4173028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -4173031.000000 Penalty: 5187.056641
	Iteration 45Q: 3 clusters Score -4173031 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -4173046.500000 Penalty: 5187.056641
	Iteration 46Q: 3 clusters Score -4173046 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -4173034.500000 Penalty: 5187.056641
	Iteration 47Q: 3 clusters Score -4173034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -4173040.250000 Penalty: 5187.056641
	Iteration 48Q: 3 clusters Score -4173040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -4173044.000000 Penalty: 5187.056641
	Iteration 49Q: 3 clusters Score -4173044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -4173049.750000 Penalty: 5187.056641
	Iteration 50Q: 3 clusters Score -4173050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -4173048.250000 Penalty: 5187.056641
	Iteration 51Q: 3 clusters Score -4173048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -4173039.500000 Penalty: 5187.056641
	Iteration 52Q: 3 clusters Score -4173040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -4173041.000000 Penalty: 5187.056641
	Iteration 53Q: 3 clusters Score -4173041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -4173047.500000 Penalty: 5187.056641
	Iteration 54Q: 3 clusters Score -4173048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -4173050.750000 Penalty: 5187.056641
	Iteration 55Q: 3 clusters Score -4173051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -4173059.750000 Penalty: 5187.056641
	Iteration 56Q: 3 clusters Score -4173060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -4173054.250000 Penalty: 5187.056641
	Iteration 57Q: 3 clusters Score -4173054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -4173054.000000 Penalty: 5187.056641
	Iteration 58Q: 3 clusters Score -4173054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -4173045.250000 Penalty: 5187.056641
	Iteration 59Q: 3 clusters Score -4173045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -4173048.750000 Penalty: 5187.056641
	Iteration 60F: 3 clusters Score -4173049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -4173051.250000 Penalty: 5187.056641
	Iteration 61Q: 3 clusters Score -4173051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -4173051.500000 Penalty: 5187.056641
	Iteration 62Q: 3 clusters Score -4173052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -4173058.000000 Penalty: 5187.056641
	Iteration 63Q: 3 clusters Score -4173058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -4173060.000000 Penalty: 5187.056641
	Iteration 64Q: 3 clusters Score -4173060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -4173052.250000 Penalty: 5187.056641
	Iteration 65Q: 3 clusters Score -4173052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -4173055.000000 Penalty: 5187.056641
	Iteration 66Q: 3 clusters Score -4173055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -4173054.500000 Penalty: 5187.056641
	Iteration 67Q: 3 clusters Score -4173054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -4173050.750000 Penalty: 5187.056641
	Iteration 68Q: 3 clusters Score -4173051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -4173051.750000 Penalty: 5187.056641
	Iteration 69Q: 3 clusters Score -4173052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -4173048.000000 Penalty: 5187.056641
	Iteration 70Q: 3 clusters Score -4173048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -4173049.000000 Penalty: 5187.056641
	Iteration 71Q: 3 clusters Score -4173049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -4173051.500000 Penalty: 5187.056641
	Iteration 72Q: 3 clusters Score -4173052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -4173055.000000 Penalty: 5187.056641
	Iteration 73Q: 3 clusters Score -4173055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -4173057.250000 Penalty: 5187.056641
	Iteration 74Q: 3 clusters Score -4173057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -4173056.750000 Penalty: 5187.056641
	Iteration 75Q: 3 clusters Score -4173057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -4173051.250000 Penalty: 5187.056641
	Iteration 76Q: 3 clusters Score -4173051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -4173052.250000 Penalty: 5187.056641
	Iteration 77Q: 3 clusters Score -4173052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -4173054.250000 Penalty: 5187.056641
	Iteration 78Q: 3 clusters Score -4173054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -4173048.750000 Penalty: 5187.056641
	Iteration 79Q: 3 clusters Score -4173049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -4173054.250000 Penalty: 5187.056641
	Iteration 80F: 3 clusters Score -4173054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -4173057.250000 Penalty: 5187.056641
	Iteration 81Q: 3 clusters Score -4173057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -4173056.000000 Penalty: 5187.056641
	Iteration 82Q: 3 clusters Score -4173056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -4173053.750000 Penalty: 5187.056641
	Iteration 83Q: 3 clusters Score -4173054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -4173053.750000 Penalty: 5187.056641
	Iteration 84F: 3 clusters Score -4173054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Entering Unmasked Estep 
Score: -418536.187500 Penalty: 2038.926880
	Iteration 0F: 2 clusters Score -418536.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -414819.718750 Penalty: 4077.853760
	Iteration 0F: 3 clusters Score -414819.7 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -415745.281250 Penalty: 4077.853760
	Iteration 1F: 3 clusters Score -415745.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -415982.656250 Penalty: 4077.853760
	Iteration 2F: 3 clusters Score -415982.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -416126.531250 Penalty: 4077.853760
	Iteration 3F: 3 clusters Score -416126.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -416257.875000 Penalty: 4077.853760
	Iteration 4Q: 3 clusters Score -416257.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -416394.843750 Penalty: 4077.853760
	Iteration 5Q: 3 clusters Score -416394.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -416571.343750 Penalty: 4077.853760
	Iteration 6Q: 3 clusters Score -416571.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -416782.906250 Penalty: 4077.853760
	Iteration 7Q: 3 clusters Score -416782.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -417016.625000 Penalty: 4077.853760
	Iteration 8F: 3 clusters Score -417016.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -417225.375000 Penalty: 4077.853760
	Iteration 9Q: 3 clusters Score -417225.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -417385.343750 Penalty: 4077.853760
	Iteration 10Q: 3 clusters Score -417385.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -417518.468750 Penalty: 4077.853760
	Iteration 11Q: 3 clusters Score -417518.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -417606.406250 Penalty: 4077.853760
	Iteration 12Q: 3 clusters Score -417606.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -417667.750000 Penalty: 4077.853760
	Iteration 13Q: 3 clusters Score -417667.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -417714.937500 Penalty: 4077.853760
	Iteration 14Q: 3 clusters Score -417714.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -417744.562500 Penalty: 4077.853760
	Iteration 15Q: 3 clusters Score -417744.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -417767.093750 Penalty: 4077.853760
	Iteration 16Q: 3 clusters Score -417767.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -417788.468750 Penalty: 4077.853760
	Iteration 17Q: 3 clusters Score -417788.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -417797.781250 Penalty: 4077.853760
	Iteration 18Q: 3 clusters Score -417797.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -417813.343750 Penalty: 4077.853760
	Iteration 19Q: 3 clusters Score -417813.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -417818.781250 Penalty: 4077.853760
	Iteration 20F: 3 clusters Score -417818.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -417820.687500 Penalty: 4077.853760
	Iteration 21Q: 3 clusters Score -417820.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -417820.687500 Penalty: 4077.853760
	Iteration 22F: 3 clusters Score -417820.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Entering Unmasked Estep 
Score: -2853834.750000 Penalty: 2498.024902
	Iteration 0F: 2 clusters Score -2853835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2837465.500000 Penalty: 4996.049805
	Iteration 0F: 3 clusters Score -2837466 nChanged 10440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2843654.750000 Penalty: 4996.049805
	Iteration 1F: 3 clusters Score -2843655 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2845076.250000 Penalty: 4996.049805
	Iteration 2F: 3 clusters Score -2845076 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2846844.750000 Penalty: 4996.049805
	Iteration 3F: 3 clusters Score -2846845 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2848503.250000 Penalty: 4996.049805
	Iteration 4F: 3 clusters Score -2848503 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2849572.750000 Penalty: 4996.049805
	Iteration 5F: 3 clusters Score -2849573 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2850128.250000 Penalty: 4996.049805
	Iteration 6Q: 3 clusters Score -2850128 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2850434.250000 Penalty: 4996.049805
	Iteration 7Q: 3 clusters Score -2850434 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2850597.250000 Penalty: 4996.049805
	Iteration 8Q: 3 clusters Score -2850597 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2850729.000000 Penalty: 4996.049805
	Iteration 9Q: 3 clusters Score -2850729 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2850827.750000 Penalty: 4996.049805
	Iteration 10Q: 3 clusters Score -2850828 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2850899.500000 Penalty: 4996.049805
	Iteration 11Q: 3 clusters Score -2850900 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2850976.250000 Penalty: 4996.049805
	Iteration 12Q: 3 clusters Score -2850976 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2851061.500000 Penalty: 4996.049805
	Iteration 13Q: 3 clusters Score -2851062 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2851130.500000 Penalty: 4996.049805
	Iteration 14Q: 3 clusters Score -2851130 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2851202.750000 Penalty: 4996.049805
	Iteration 15Q: 3 clusters Score -2851203 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2851251.750000 Penalty: 4996.049805
	Iteration 16Q: 3 clusters Score -2851252 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -2851317.500000 Penalty: 4996.049805
	Iteration 17Q: 3 clusters Score -2851318 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2851375.750000 Penalty: 4996.049805
	Iteration 18Q: 3 clusters Score -2851376 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2851422.500000 Penalty: 4996.049805
	Iteration 19Q: 3 clusters Score -2851422 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2851470.000000 Penalty: 4996.049805
	Iteration 20F: 3 clusters Score -2851470 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -2851526.500000 Penalty: 4996.049805
	Iteration 21Q: 3 clusters Score -2851526 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2851569.000000 Penalty: 4996.049805
	Iteration 22Q: 3 clusters Score -2851569 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2851599.750000 Penalty: 4996.049805
	Iteration 23Q: 3 clusters Score -2851600 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2851631.250000 Penalty: 4996.049805
	Iteration 24Q: 3 clusters Score -2851631 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -2851667.000000 Penalty: 4996.049805
	Iteration 25Q: 3 clusters Score -2851667 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2851689.500000 Penalty: 4996.049805
	Iteration 26Q: 3 clusters Score -2851690 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2851715.000000 Penalty: 4996.049805
	Iteration 27Q: 3 clusters Score -2851715 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2851728.000000 Penalty: 4996.049805
	Iteration 28Q: 3 clusters Score -2851728 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -2851756.750000 Penalty: 4996.049805
	Iteration 29Q: 3 clusters Score -2851757 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2851784.000000 Penalty: 4996.049805
	Iteration 30Q: 3 clusters Score -2851784 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2851824.500000 Penalty: 4996.049805
	Iteration 31Q: 3 clusters Score -2851824 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2851857.250000 Penalty: 4996.049805
	Iteration 32Q: 3 clusters Score -2851857 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -2851879.000000 Penalty: 4996.049805
	Iteration 33Q: 3 clusters Score -2851879 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2851910.750000 Penalty: 4996.049805
	Iteration 34Q: 3 clusters Score -2851911 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2851928.500000 Penalty: 4996.049805
	Iteration 35Q: 3 clusters Score -2851928 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2851952.500000 Penalty: 4996.049805
	Iteration 36Q: 3 clusters Score -2851952 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2851962.250000 Penalty: 4996.049805
	Iteration 37Q: 3 clusters Score -2851962 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2851969.000000 Penalty: 4996.049805
	Iteration 38Q: 3 clusters Score -2851969 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2851976.750000 Penalty: 4996.049805
	Iteration 39Q: 3 clusters Score -2851977 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2851978.750000 Penalty: 4996.049805
	Iteration 40F: 3 clusters Score -2851979 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2851987.000000 Penalty: 4996.049805
	Iteration 41Q: 3 clusters Score -2851987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -2851986.750000 Penalty: 4996.049805
	Iteration 42Q: 3 clusters Score -2851987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -2851992.000000 Penalty: 4996.049805
	Iteration 43Q: 3 clusters Score -2851992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -2851999.750000 Penalty: 4996.049805
	Iteration 44Q: 3 clusters Score -2852000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -2851996.250000 Penalty: 4996.049805
	Iteration 45Q: 3 clusters Score -2851996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2851995.500000 Penalty: 4996.049805
	Iteration 46Q: 3 clusters Score -2851996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2851996.500000 Penalty: 4996.049805
	Iteration 47Q: 3 clusters Score -2851996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2852000.500000 Penalty: 4996.049805
	Iteration 48Q: 3 clusters Score -2852000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -2851999.750000 Penalty: 4996.049805
	Iteration 49Q: 3 clusters Score -2852000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -2852005.500000 Penalty: 4996.049805
	Iteration 50Q: 3 clusters Score -2852006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -2852005.000000 Penalty: 4996.049805
	Iteration 51Q: 3 clusters Score -2852005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2852007.250000 Penalty: 4996.049805
	Iteration 52Q: 3 clusters Score -2852007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2852010.000000 Penalty: 4996.049805
	Iteration 53Q: 3 clusters Score -2852010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -2852009.000000 Penalty: 4996.049805
	Iteration 54Q: 3 clusters Score -2852009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -2852012.250000 Penalty: 4996.049805
	Iteration 55Q: 3 clusters Score -2852012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2852015.500000 Penalty: 4996.049805
	Iteration 56Q: 3 clusters Score -2852016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -2852014.250000 Penalty: 4996.049805
	Iteration 57Q: 3 clusters Score -2852014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2852018.500000 Penalty: 4996.049805
	Iteration 58Q: 3 clusters Score -2852018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -2852014.250000 Penalty: 4996.049805
	Iteration 59Q: 3 clusters Score -2852014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2852015.250000 Penalty: 4996.049805
	Iteration 60F: 3 clusters Score -2852015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -2852014.000000 Penalty: 4996.049805
	Iteration 61Q: 3 clusters Score -2852014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2852012.000000 Penalty: 4996.049805
	Iteration 62Q: 3 clusters Score -2852012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -2852016.750000 Penalty: 4996.049805
	Iteration 63Q: 3 clusters Score -2852017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -2852016.750000 Penalty: 4996.049805
	Iteration 64Q: 3 clusters Score -2852017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -2852017.500000 Penalty: 4996.049805
	Iteration 65Q: 3 clusters Score -2852018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -2852022.000000 Penalty: 4996.049805
	Iteration 66Q: 3 clusters Score -2852022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2852032.750000 Penalty: 4996.049805
	Iteration 67Q: 3 clusters Score -2852033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -2852034.750000 Penalty: 4996.049805
	Iteration 68Q: 3 clusters Score -2852035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -2852042.500000 Penalty: 4996.049805
	Iteration 69Q: 3 clusters Score -2852042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -2852034.750000 Penalty: 4996.049805
	Iteration 70Q: 3 clusters Score -2852035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2852035.750000 Penalty: 4996.049805
	Iteration 71Q: 3 clusters Score -2852036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -2852039.250000 Penalty: 4996.049805
	Iteration 72Q: 3 clusters Score -2852039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -2852042.250000 Penalty: 4996.049805
	Iteration 73Q: 3 clusters Score -2852042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2852043.000000 Penalty: 4996.049805
	Iteration 74Q: 3 clusters Score -2852043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2852041.750000 Penalty: 4996.049805
	Iteration 75Q: 3 clusters Score -2852042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -2852046.750000 Penalty: 4996.049805
	Iteration 76Q: 3 clusters Score -2852047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -2852046.500000 Penalty: 4996.049805
	Iteration 77Q: 3 clusters Score -2852046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -2852056.500000 Penalty: 4996.049805
	Iteration 78Q: 3 clusters Score -2852056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2852055.500000 Penalty: 4996.049805
	Iteration 79Q: 3 clusters Score -2852056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2852051.250000 Penalty: 4996.049805
	Iteration 80F: 3 clusters Score -2852051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2852053.000000 Penalty: 4996.049805
	Iteration 81Q: 3 clusters Score -2852053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -2852053.500000 Penalty: 4996.049805
	Iteration 82Q: 3 clusters Score -2852054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2852057.750000 Penalty: 4996.049805
	Iteration 83Q: 3 clusters Score -2852058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2852063.250000 Penalty: 4996.049805
	Iteration 84Q: 3 clusters Score -2852063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -2852058.250000 Penalty: 4996.049805
	Iteration 85Q: 3 clusters Score -2852058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -2852059.000000 Penalty: 4996.049805
	Iteration 86Q: 3 clusters Score -2852059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -2852057.500000 Penalty: 4996.049805
	Iteration 87Q: 3 clusters Score -2852058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -2852065.750000 Penalty: 4996.049805
	Iteration 88Q: 3 clusters Score -2852066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -2852066.750000 Penalty: 4996.049805
	Iteration 89Q: 3 clusters Score -2852067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -2852075.000000 Penalty: 4996.049805
	Iteration 90Q: 3 clusters Score -2852075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -2852074.000000 Penalty: 4996.049805
	Iteration 91Q: 3 clusters Score -2852074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -2852075.750000 Penalty: 4996.049805
	Iteration 92Q: 3 clusters Score -2852076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -2852077.000000 Penalty: 4996.049805
	Iteration 93Q: 3 clusters Score -2852077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -2852079.500000 Penalty: 4996.049805
	Iteration 94Q: 3 clusters Score -2852080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -2852080.500000 Penalty: 4996.049805
	Iteration 95Q: 3 clusters Score -2852080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -2852088.000000 Penalty: 4996.049805
	Iteration 96Q: 3 clusters Score -2852088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2852089.000000 Penalty: 4996.049805
	Iteration 97Q: 3 clusters Score -2852089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -2852088.250000 Penalty: 4996.049805
	Iteration 98Q: 3 clusters Score -2852088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2852085.750000 Penalty: 4996.049805
	Iteration 99Q: 3 clusters Score -2852086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -2852085.500000 Penalty: 4996.049805
	Iteration 100F: 3 clusters Score -2852086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -2852090.750000 Penalty: 4996.049805
	Iteration 101Q: 3 clusters Score -2852091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -2852090.000000 Penalty: 4996.049805
	Iteration 102Q: 3 clusters Score -2852090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -2852091.000000 Penalty: 4996.049805
	Iteration 103Q: 3 clusters Score -2852091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2852093.750000 Penalty: 4996.049805
	Iteration 104Q: 3 clusters Score -2852094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -2852094.500000 Penalty: 4996.049805
	Iteration 105Q: 3 clusters Score -2852094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2852094.500000 Penalty: 4996.049805
	Iteration 106Q: 3 clusters Score -2852094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -2852096.000000 Penalty: 4996.049805
	Iteration 107Q: 3 clusters Score -2852096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -2852097.750000 Penalty: 4996.049805
	Iteration 108Q: 3 clusters Score -2852098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -2852099.750000 Penalty: 4996.049805
	Iteration 109Q: 3 clusters Score -2852100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -2852097.250000 Penalty: 4996.049805
	Iteration 110Q: 3 clusters Score -2852097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -2852100.500000 Penalty: 4996.049805
	Iteration 111Q: 3 clusters Score -2852100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2852100.250000 Penalty: 4996.049805
	Iteration 112Q: 3 clusters Score -2852100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -2852098.000000 Penalty: 4996.049805
	Iteration 113Q: 3 clusters Score -2852098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2852095.250000 Penalty: 4996.049805
	Iteration 114Q: 3 clusters Score -2852095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -2852096.000000 Penalty: 4996.049805
	Iteration 115Q: 3 clusters Score -2852096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -2852096.000000 Penalty: 4996.049805
	Iteration 116F: 3 clusters Score -2852096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 138461 members 
Mstep: Class 4 contains 38129 members 
Mstep: Class 6 contains 3892 members 
Mstep: Class 8 contains 329321 members 
Mstep: Class 9 contains 62612 members 
Mstep: Class 10 contains 15391 members 
Mstep: Class 12 contains 39594 members 
Mstep: Class 13 contains 8644 members 
Mstep: Class 15 contains 214469 members 
Mstep: Class 16 contains 78222 members 
Mstep: Class 17 contains 239333 members 
Mstep: Class 18 contains 1938 members 
Mstep: Class 19 contains 1254 members 
Mstep: Class 20 contains 34814 members 
Mstep: Class 21 contains 3720 members 
Mstep: Class 22 contains 23687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154518800.000000 Penalty: 87158.210938
Iteration 39Q: 26 clusters Score -1.545188e+08 nChanged 23354
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 137195 members 
Mstep: Class 4 contains 38015 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 3898 members 
Mstep: Class 7 contains 4102 members 
Mstep: Class 8 contains 327921 members 
Mstep: Class 9 contains 62878 members 
Mstep: Class 10 contains 17846 members 
Mstep: Class 11 contains 3961 members 
Mstep: Class 12 contains 38791 members 
Mstep: Class 13 contains 9045 members 
Mstep: Class 14 contains 2990 members 
Mstep: Class 15 contains 213461 members 
Mstep: Class 16 contains 78404 members 
Mstep: Class 17 contains 243473 members 
Mstep: Class 18 contains 1927 members 
Mstep: Class 19 contains 1296 members 
Mstep: Class 20 contains 34144 members 
Mstep: Class 21 contains 3651 members 
Mstep: Class 22 contains 23266 members 
Mstep: Class 23 contains 13469 members 
Mstep: Class 24 contains 7799 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154529104.000000 Penalty: 87158.210938
Iteration 40F: 26 clusters Score -1.545291e+08 nChanged 19303
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 936 members 
Mstep: Class 3 contains 135680 members 
Mstep: Class 4 contains 37555 members 
Mstep: Class 5 contains 527 members 
Mstep: Class 6 contains 3894 members 
Mstep: Class 7 contains 5442 members 
Mstep: Class 8 contains 326417 members 
Mstep: Class 9 contains 62687 members 
Mstep: Class 10 contains 19122 members 
Mstep: Class 11 contains 4090 members 
Mstep: Class 12 contains 38142 members 
Mstep: Class 13 contains 9214 members 
Mstep: Class 14 contains 3069 members 
Mstep: Class 15 contains 212072 members 
Mstep: Class 16 contains 78497 members 
Mstep: Class 17 contains 245876 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 1299 members 
Mstep: Class 20 contains 33621 members 
Mstep: Class 21 contains 3495 members 
Mstep: Class 22 contains 22806 members 
Mstep: Class 23 contains 13586 members 
Mstep: Class 24 contains 9039 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535664.000000 Penalty: 87158.210938
Iteration 41Q: 26 clusters Score -1.545357e+08 nChanged 15561
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 936 members 
Mstep: Class 3 contains 134375 members 
Mstep: Class 4 contains 37123 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3899 members 
Mstep: Class 7 contains 6646 members 
Mstep: Class 8 contains 325498 members 
Mstep: Class 9 contains 62430 members 
Mstep: Class 10 contains 19990 members 
Mstep: Class 11 contains 4145 members 
Mstep: Class 12 contains 37654 members 
Mstep: Class 13 contains 9445 members 
Mstep: Class 14 contains 3164 members 
Mstep: Class 15 contains 210888 members 
Mstep: Class 16 contains 78557 members 
Mstep: Class 17 contains 247592 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 1299 members 
Mstep: Class 20 contains 33274 members 
Mstep: Class 21 contains 3395 members 
Mstep: Class 22 contains 22468 members 
Mstep: Class 23 contains 13760 members 
Mstep: Class 24 contains 9990 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154539712.000000 Penalty: 87158.210938
Iteration 42Q: 26 clusters Score -1.545397e+08 nChanged 13508
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 133211 members 
Mstep: Class 4 contains 36687 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 3904 members 
Mstep: Class 7 contains 7809 members 
Mstep: Class 8 contains 324897 members 
Mstep: Class 9 contains 62213 members 
Mstep: Class 10 contains 20584 members 
Mstep: Class 11 contains 4170 members 
Mstep: Class 12 contains 37225 members 
Mstep: Class 13 contains 9663 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 209880 members 
Mstep: Class 16 contains 78576 members 
Mstep: Class 17 contains 248898 members 
Mstep: Class 18 contains 1888 members 
Mstep: Class 19 contains 1303 members 
Mstep: Class 20 contains 33030 members 
Mstep: Class 21 contains 3356 members 
Mstep: Class 22 contains 22154 members 
Mstep: Class 23 contains 13914 members 
Mstep: Class 24 contains 10842 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541920.000000 Penalty: 87158.210938
Iteration 43Q: 26 clusters Score -1.545419e+08 nChanged 12100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 132184 members 
Mstep: Class 4 contains 36259 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 3906 members 
Mstep: Class 7 contains 8878 members 
Mstep: Class 8 contains 324366 members 
Mstep: Class 9 contains 62083 members 
Mstep: Class 10 contains 21069 members 
Mstep: Class 11 contains 4163 members 
Mstep: Class 12 contains 36861 members 
Mstep: Class 13 contains 9896 members 
Mstep: Class 14 contains 3383 members 
Mstep: Class 15 contains 209124 members 
Mstep: Class 16 contains 78589 members 
Mstep: Class 17 contains 249846 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 1305 members 
Mstep: Class 20 contains 32784 members 
Mstep: Class 21 contains 3330 members 
Mstep: Class 22 contains 21877 members 
Mstep: Class 23 contains 14040 members 
Mstep: Class 24 contains 11627 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154542544.000000 Penalty: 87158.210938
Iteration 44Q: 26 clusters Score -1.545425e+08 nChanged 10880
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 131258 members 
Mstep: Class 4 contains 35831 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 3911 members 
Mstep: Class 7 contains 9750 members 
Mstep: Class 8 contains 324030 members 
Mstep: Class 9 contains 61972 members 
Mstep: Class 10 contains 21503 members 
Mstep: Class 11 contains 4163 members 
Mstep: Class 12 contains 36476 members 
Mstep: Class 13 contains 10113 members 
Mstep: Class 14 contains 3487 members 
Mstep: Class 15 contains 208643 members 
Mstep: Class 16 contains 78596 members 
Mstep: Class 17 contains 250469 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 1305 members 
Mstep: Class 20 contains 32596 members 
Mstep: Class 21 contains 3311 members 
Mstep: Class 22 contains 21690 members 
Mstep: Class 23 contains 14135 members 
Mstep: Class 24 contains 12314 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154542544.000000 Penalty: 87158.210938
Iteration 45Q: 26 clusters Score -1.545425e+08 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 130400 members 
Mstep: Class 4 contains 35423 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3916 members 
Mstep: Class 7 contains 10451 members 
Mstep: Class 8 contains 323724 members 
Mstep: Class 9 contains 61871 members 
Mstep: Class 10 contains 21868 members 
Mstep: Class 11 contains 4158 members 
Mstep: Class 12 contains 36167 members 
Mstep: Class 13 contains 10353 members 
Mstep: Class 14 contains 3604 members 
Mstep: Class 15 contains 208328 members 
Mstep: Class 16 contains 78615 members 
Mstep: Class 17 contains 251010 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 1306 members 
Mstep: Class 20 contains 32415 members 
Mstep: Class 21 contains 3299 members 
Mstep: Class 22 contains 21528 members 
Mstep: Class 23 contains 14155 members 
Mstep: Class 24 contains 12956 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543568.000000 Penalty: 87158.210938
Iteration 46Q: 26 clusters Score -1.545436e+08 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 129599 members 
Mstep: Class 4 contains 34969 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 3923 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 323535 members 
Mstep: Class 9 contains 61827 members 
Mstep: Class 10 contains 22194 members 
Mstep: Class 11 contains 4154 members 
Mstep: Class 12 contains 35839 members 
Mstep: Class 13 contains 10593 members 
Mstep: Class 14 contains 3715 members 
Mstep: Class 15 contains 208107 members 
Mstep: Class 16 contains 78636 members 
Mstep: Class 17 contains 251415 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 1306 members 
Mstep: Class 20 contains 32246 members 
Mstep: Class 21 contains 3292 members 
Mstep: Class 22 contains 21410 members 
Mstep: Class 23 contains 14156 members 
Mstep: Class 24 contains 13578 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154544704.000000 Penalty: 87158.210938
Iteration 47Q: 26 clusters Score -1.545447e+08 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 128855 members 
Mstep: Class 4 contains 34493 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3929 members 
Mstep: Class 7 contains 11514 members 
Mstep: Class 8 contains 323501 members 
Mstep: Class 9 contains 61826 members 
Mstep: Class 10 contains 22498 members 
Mstep: Class 11 contains 4145 members 
Mstep: Class 12 contains 35535 members 
Mstep: Class 13 contains 10818 members 
Mstep: Class 14 contains 3802 members 
Mstep: Class 15 contains 208127 members 
Mstep: Class 16 contains 78664 members 
Mstep: Class 17 contains 251567 members 
Mstep: Class 18 contains 1861 members 
Mstep: Class 19 contains 1305 members 
Mstep: Class 20 contains 32090 members 
Mstep: Class 21 contains 3282 members 
Mstep: Class 22 contains 21307 members 
Mstep: Class 23 contains 14151 members 
Mstep: Class 24 contains 14125 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154545008.000000 Penalty: 87158.210938
Iteration 48Q: 26 clusters Score -1.54545e+08 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 128184 members 
Mstep: Class 4 contains 33960 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3932 members 
Mstep: Class 7 contains 11913 members 
Mstep: Class 8 contains 323407 members 
Mstep: Class 9 contains 61836 members 
Mstep: Class 10 contains 22758 members 
Mstep: Class 11 contains 4140 members 
Mstep: Class 12 contains 35242 members 
Mstep: Class 13 contains 11050 members 
Mstep: Class 14 contains 3881 members 
Mstep: Class 15 contains 208146 members 
Mstep: Class 16 contains 78702 members 
Mstep: Class 17 contains 251855 members 
Mstep: Class 18 contains 1852 members 
Mstep: Class 19 contains 1305 members 
Mstep: Class 20 contains 31925 members 
Mstep: Class 21 contains 3271 members 
Mstep: Class 22 contains 21236 members 
Mstep: Class 23 contains 14165 members 
Mstep: Class 24 contains 14620 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154544720.000000 Penalty: 87158.210938
Iteration 49Q: 26 clusters Score -1.545447e+08 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 127628 members 
Mstep: Class 4 contains 33434 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3929 members 
Mstep: Class 7 contains 12216 members 
Mstep: Class 8 contains 323309 members 
Mstep: Class 9 contains 61857 members 
Mstep: Class 10 contains 22983 members 
Mstep: Class 11 contains 4134 members 
Mstep: Class 12 contains 34994 members 
Mstep: Class 13 contains 11277 members 
Mstep: Class 14 contains 3953 members 
Mstep: Class 15 contains 208239 members 
Mstep: Class 16 contains 78755 members 
Mstep: Class 17 contains 252059 members 
Mstep: Class 18 contains 1846 members 
Mstep: Class 19 contains 1306 members 
Mstep: Class 20 contains 31793 members 
Mstep: Class 21 contains 3261 members 
Mstep: Class 22 contains 21173 members 
Mstep: Class 23 contains 14131 members 
Mstep: Class 24 contains 15098 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154544832.000000 Penalty: 87158.210938
Iteration 50Q: 26 clusters Score -1.545448e+08 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 127163 members 
Mstep: Class 4 contains 32946 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3929 members 
Mstep: Class 7 contains 12485 members 
Mstep: Class 8 contains 323161 members 
Mstep: Class 9 contains 61875 members 
Mstep: Class 10 contains 23181 members 
Mstep: Class 11 contains 4133 members 
Mstep: Class 12 contains 34748 members 
Mstep: Class 13 contains 11473 members 
Mstep: Class 14 contains 4032 members 
Mstep: Class 15 contains 208353 members 
Mstep: Class 16 contains 78783 members 
Mstep: Class 17 contains 252252 members 
Mstep: Class 18 contains 1841 members 
Mstep: Class 19 contains 1307 members 
Mstep: Class 20 contains 31696 members 
Mstep: Class 21 contains 3252 members 
Mstep: Class 22 contains 21087 members 
Mstep: Class 23 contains 14108 members 
Mstep: Class 24 contains 15566 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154544992.000000 Penalty: 87158.210938
Iteration 51Q: 26 clusters Score -1.54545e+08 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 126751 members 
Mstep: Class 4 contains 32411 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3929 members 
Mstep: Class 7 contains 12723 members 
Mstep: Class 8 contains 323027 members 
Mstep: Class 9 contains 61921 members 
Mstep: Class 10 contains 23320 members 
Mstep: Class 11 contains 4128 members 
Mstep: Class 12 contains 34538 members 
Mstep: Class 13 contains 11633 members 
Mstep: Class 14 contains 4099 members 
Mstep: Class 15 contains 208518 members 
Mstep: Class 16 contains 78807 members 
Mstep: Class 17 contains 252452 members 
Mstep: Class 18 contains 1834 members 
Mstep: Class 19 contains 1309 members 
Mstep: Class 20 contains 31585 members 
Mstep: Class 21 contains 3247 members 
Mstep: Class 22 contains 21051 members 
Mstep: Class 23 contains 14095 members 
Mstep: Class 24 contains 15981 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154545248.000000 Penalty: 87158.210938
Iteration 52Q: 26 clusters Score -1.545452e+08 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 126401 members 
Mstep: Class 4 contains 31898 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 12923 members 
Mstep: Class 8 contains 322963 members 
Mstep: Class 9 contains 61987 members 
Mstep: Class 10 contains 23460 members 
Mstep: Class 11 contains 4127 members 
Mstep: Class 12 contains 34357 members 
Mstep: Class 13 contains 11776 members 
Mstep: Class 14 contains 4148 members 
Mstep: Class 15 contains 208612 members 
Mstep: Class 16 contains 78809 members 
Mstep: Class 17 contains 252674 members 
Mstep: Class 18 contains 1825 members 
Mstep: Class 19 contains 1309 members 
Mstep: Class 20 contains 31507 members 
Mstep: Class 21 contains 3245 members 
Mstep: Class 22 contains 21002 members 
Mstep: Class 23 contains 14037 members 
Mstep: Class 24 contains 16352 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154545216.000000 Penalty: 87158.210938
Iteration 53Q: 26 clusters Score -1.545452e+08 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 126057 members 
Mstep: Class 4 contains 31379 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3930 members 
Mstep: Class 7 contains 13099 members 
Mstep: Class 8 contains 322938 members 
Mstep: Class 9 contains 62056 members 
Mstep: Class 10 contains 23584 members 
Mstep: Class 11 contains 4123 members 
Mstep: Class 12 contains 34203 members 
Mstep: Class 13 contains 11868 members 
Mstep: Class 14 contains 4193 members 
Mstep: Class 15 contains 208746 members 
Mstep: Class 16 contains 78820 members 
Mstep: Class 17 contains 252872 members 
Mstep: Class 18 contains 1815 members 
Mstep: Class 19 contains 1308 members 
Mstep: Class 20 contains 31426 members 
Mstep: Class 21 contains 3246 members 
Mstep: Class 22 contains 20979 members 
Mstep: Class 23 contains 14004 members 
Mstep: Class 24 contains 16683 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154545536.000000 Penalty: 87158.210938
Iteration 54Q: 26 clusters Score -1.545455e+08 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 125746 members 
Mstep: Class 4 contains 30862 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 13278 members 
Mstep: Class 8 contains 323001 members 
Mstep: Class 9 contains 62128 members 
Mstep: Class 10 contains 23707 members 
Mstep: Class 11 contains 4124 members 
Mstep: Class 12 contains 34078 members 
Mstep: Class 13 contains 11965 members 
Mstep: Class 14 contains 4220 members 
Mstep: Class 15 contains 208800 members 
Mstep: Class 16 contains 78820 members 
Mstep: Class 17 contains 253045 members 
Mstep: Class 18 contains 1807 members 
Mstep: Class 19 contains 1308 members 
Mstep: Class 20 contains 31354 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 20956 members 
Mstep: Class 23 contains 13975 members 
Mstep: Class 24 contains 16978 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154545888.000000 Penalty: 87158.210938
Iteration 55Q: 26 clusters Score -1.545459e+08 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 125472 members 
Mstep: Class 4 contains 30381 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 3929 members 
Mstep: Class 7 contains 13461 members 
Mstep: Class 8 contains 323060 members 
Mstep: Class 9 contains 62174 members 
Mstep: Class 10 contains 23795 members 
Mstep: Class 11 contains 4126 members 
Mstep: Class 12 contains 33993 members 
Mstep: Class 13 contains 12059 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 208858 members 
Mstep: Class 16 contains 78832 members 
Mstep: Class 17 contains 253155 members 
Mstep: Class 18 contains 1799 members 
Mstep: Class 19 contains 1308 members 
Mstep: Class 20 contains 31290 members 
Mstep: Class 21 contains 3234 members 
Mstep: Class 22 contains 20933 members 
Mstep: Class 23 contains 13961 members 
Mstep: Class 24 contains 17252 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154546416.000000 Penalty: 87158.210938
Iteration 56Q: 26 clusters Score -1.545464e+08 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 125220 members 
Mstep: Class 4 contains 29877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 3929 members 
Mstep: Class 7 contains 13611 members 
Mstep: Class 8 contains 323134 members 
Mstep: Class 9 contains 62221 members 
Mstep: Class 10 contains 23880 members 
Mstep: Class 11 contains 4127 members 
Mstep: Class 12 contains 33900 members 
Mstep: Class 13 contains 12156 members 
Mstep: Class 14 contains 4257 members 
Mstep: Class 15 contains 208951 members 
Mstep: Class 16 contains 78830 members 
Mstep: Class 17 contains 253234 members 
Mstep: Class 18 contains 1792 members 
Mstep: Class 19 contains 1308 members 
Mstep: Class 20 contains 31250 members 
Mstep: Class 21 contains 3241 members 
Mstep: Class 22 contains 20920 members 
Mstep: Class 23 contains 13928 members 
Mstep: Class 24 contains 17541 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154546272.000000 Penalty: 87158.210938
Iteration 57Q: 26 clusters Score -1.545463e+08 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 124994 members 
Mstep: Class 4 contains 29391 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 13750 members 
Mstep: Class 8 contains 323218 members 
Mstep: Class 9 contains 62288 members 
Mstep: Class 10 contains 23956 members 
Mstep: Class 11 contains 4129 members 
Mstep: Class 12 contains 33799 members 
Mstep: Class 13 contains 12248 members 
Mstep: Class 14 contains 4270 members 
Mstep: Class 15 contains 208995 members 
Mstep: Class 16 contains 78860 members 
Mstep: Class 17 contains 253321 members 
Mstep: Class 18 contains 1778 members 
Mstep: Class 19 contains 1308 members 
Mstep: Class 20 contains 31212 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 20912 members 
Mstep: Class 23 contains 13901 members 
Mstep: Class 24 contains 17800 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154546144.000000 Penalty: 87158.210938
Iteration 58Q: 26 clusters Score -1.545461e+08 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 124807 members 
Mstep: Class 4 contains 28897 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 3925 members 
Mstep: Class 7 contains 13885 members 
Mstep: Class 8 contains 323148 members 
Mstep: Class 9 contains 62327 members 
Mstep: Class 10 contains 24030 members 
Mstep: Class 11 contains 4128 members 
Mstep: Class 12 contains 33700 members 
Mstep: Class 13 contains 12346 members 
Mstep: Class 14 contains 4283 members 
Mstep: Class 15 contains 209143 members 
Mstep: Class 16 contains 78867 members 
Mstep: Class 17 contains 253471 members 
Mstep: Class 18 contains 1766 members 
Mstep: Class 19 contains 1308 members 
Mstep: Class 20 contains 31176 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 20912 members 
Mstep: Class 23 contains 13856 members 
Mstep: Class 24 contains 18064 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154545440.000000 Penalty: 87158.210938
Iteration 59Q: 26 clusters Score -1.545454e+08 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 124638 members 
Mstep: Class 4 contains 28399 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 3925 members 
Mstep: Class 7 contains 13992 members 
Mstep: Class 8 contains 323142 members 
Mstep: Class 9 contains 62362 members 
Mstep: Class 10 contains 24101 members 
Mstep: Class 11 contains 4126 members 
Mstep: Class 12 contains 33626 members 
Mstep: Class 13 contains 12433 members 
Mstep: Class 14 contains 4300 members 
Mstep: Class 15 contains 209199 members 
Mstep: Class 16 contains 78854 members 
Mstep: Class 17 contains 253662 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 1308 members 
Mstep: Class 20 contains 31138 members 
Mstep: Class 21 contains 3236 members 
Mstep: Class 22 contains 20907 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 18328 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154545968.000000 Penalty: 87158.210938
Iteration 60F: 26 clusters Score -1.54546e+08 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 124478 members 
Mstep: Class 4 contains 27912 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3923 members 
Mstep: Class 7 contains 14361 members 
Mstep: Class 8 contains 323111 members 
Mstep: Class 9 contains 62375 members 
Mstep: Class 10 contains 24156 members 
Mstep: Class 11 contains 4124 members 
Mstep: Class 12 contains 33554 members 
Mstep: Class 13 contains 12514 members 
Mstep: Class 14 contains 4324 members 
Mstep: Class 15 contains 209145 members 
Mstep: Class 16 contains 78837 members 
Mstep: Class 17 contains 253762 members 
Mstep: Class 18 contains 1734 members 
Mstep: Class 19 contains 1308 members 
Mstep: Class 20 contains 31095 members 
Mstep: Class 21 contains 3237 members 
Mstep: Class 22 contains 20887 members 
Mstep: Class 23 contains 13777 members 
Mstep: Class 24 contains 18619 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154546272.000000 Penalty: 87158.210938
Iteration 61Q: 26 clusters Score -1.545463e+08 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 124324 members 
Mstep: Class 4 contains 27435 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 3919 members 
Mstep: Class 7 contains 14663 members 
Mstep: Class 8 contains 323081 members 
Mstep: Class 9 contains 62422 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 11 contains 4123 members 
Mstep: Class 12 contains 33463 members 
Mstep: Class 13 contains 12590 members 
Mstep: Class 14 contains 4347 members 
Mstep: Class 15 contains 209025 members 
Mstep: Class 16 contains 78812 members 
Mstep: Class 17 contains 253961 members 
Mstep: Class 18 contains 1718 members 
Mstep: Class 19 contains 1308 members 
Mstep: Class 20 contains 31054 members 
Mstep: Class 21 contains 3231 members 
Mstep: Class 22 contains 20876 members 
Mstep: Class 23 contains 13741 members 
Mstep: Class 24 contains 18894 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154546496.000000 Penalty: 87158.210938
Iteration 62Q: 26 clusters Score -1.545465e+08 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 124183 members 
Mstep: Class 4 contains 27004 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3916 members 
Mstep: Class 7 contains 14919 members 
Mstep: Class 8 contains 323027 members 
Mstep: Class 9 contains 62448 members 
Mstep: Class 10 contains 24305 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 33362 members 
Mstep: Class 13 contains 12656 members 
Mstep: Class 14 contains 4367 members 
Mstep: Class 15 contains 208926 members 
Mstep: Class 16 contains 78797 members 
Mstep: Class 17 contains 254197 members 
Mstep: Class 18 contains 1704 members 
Mstep: Class 19 contains 1308 members 
Mstep: Class 20 contains 31026 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 20859 members 
Mstep: Class 23 contains 13688 members 
Mstep: Class 24 contains 19136 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154547024.000000 Penalty: 87158.210938
Iteration 63Q: 26 clusters Score -1.54547e+08 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 124059 members 
Mstep: Class 4 contains 26562 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3916 members 
Mstep: Class 7 contains 15180 members 
Mstep: Class 8 contains 323003 members 
Mstep: Class 9 contains 62486 members 
Mstep: Class 10 contains 24397 members 
Mstep: Class 11 contains 4125 members 
Mstep: Class 12 contains 33262 members 
Mstep: Class 13 contains 12722 members 
Mstep: Class 14 contains 4377 members 
Mstep: Class 15 contains 208721 members 
Mstep: Class 16 contains 78779 members 
Mstep: Class 17 contains 254459 members 
Mstep: Class 18 contains 1679 members 
Mstep: Class 19 contains 1308 members 
Mstep: Class 20 contains 30999 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 20846 members 
Mstep: Class 23 contains 13648 members 
Mstep: Class 24 contains 19385 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154547296.000000 Penalty: 87158.210938
Iteration 64Q: 26 clusters Score -1.545473e+08 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 123933 members 
Mstep: Class 4 contains 26120 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3917 members 
Mstep: Class 7 contains 15414 members 
Mstep: Class 8 contains 322922 members 
Mstep: Class 9 contains 62564 members 
Mstep: Class 10 contains 24457 members 
Mstep: Class 11 contains 4123 members 
Mstep: Class 12 contains 33187 members 
Mstep: Class 13 contains 12796 members 
Mstep: Class 14 contains 4389 members 
Mstep: Class 15 contains 208512 members 
Mstep: Class 16 contains 78723 members 
Mstep: Class 17 contains 254848 members 
Mstep: Class 18 contains 1658 members 
Mstep: Class 19 contains 1309 members 
Mstep: Class 20 contains 30975 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 20837 members 
Mstep: Class 23 contains 13579 members 
Mstep: Class 24 contains 19607 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154547584.000000 Penalty: 87158.210938
Iteration 65Q: 26 clusters Score -1.545476e+08 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 123840 members 
Mstep: Class 4 contains 25698 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3917 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 322850 members 
Mstep: Class 9 contains 62632 members 
Mstep: Class 10 contains 24526 members 
Mstep: Class 11 contains 4118 members 
Mstep: Class 12 contains 33094 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 4411 members 
Mstep: Class 15 contains 208235 members 
Mstep: Class 16 contains 78655 members 
Mstep: Class 17 contains 255330 members 
Mstep: Class 18 contains 1640 members 
Mstep: Class 19 contains 1309 members 
Mstep: Class 20 contains 30937 members 
Mstep: Class 21 contains 3236 members 
Mstep: Class 22 contains 20834 members 
Mstep: Class 23 contains 13516 members 
Mstep: Class 24 contains 19821 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154548256.000000 Penalty: 87158.210938
Iteration 66Q: 26 clusters Score -1.545483e+08 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 123732 members 
Mstep: Class 4 contains 25305 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3916 members 
Mstep: Class 7 contains 15785 members 
Mstep: Class 8 contains 322778 members 
Mstep: Class 9 contains 62685 members 
Mstep: Class 10 contains 24594 members 
Mstep: Class 11 contains 4118 members 
Mstep: Class 12 contains 33002 members 
Mstep: Class 13 contains 12949 members 
Mstep: Class 14 contains 4431 members 
Mstep: Class 15 contains 207929 members 
Mstep: Class 16 contains 78615 members 
Mstep: Class 17 contains 255842 members 
Mstep: Class 18 contains 1620 members 
Mstep: Class 19 contains 1309 members 
Mstep: Class 20 contains 30903 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 20823 members 
Mstep: Class 23 contains 13442 members 
Mstep: Class 24 contains 20030 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154549296.000000 Penalty: 87158.210938
Iteration 67Q: 26 clusters Score -1.545493e+08 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 123587 members 
Mstep: Class 4 contains 24883 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3918 members 
Mstep: Class 7 contains 15983 members 
Mstep: Class 8 contains 322649 members 
Mstep: Class 9 contains 62708 members 
Mstep: Class 10 contains 24677 members 
Mstep: Class 11 contains 4122 members 
Mstep: Class 12 contains 32912 members 
Mstep: Class 13 contains 13011 members 
Mstep: Class 14 contains 4441 members 
Mstep: Class 15 contains 207607 members 
Mstep: Class 16 contains 78587 members 
Mstep: Class 17 contains 256528 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 1309 members 
Mstep: Class 20 contains 30871 members 
Mstep: Class 21 contains 3235 members 
Mstep: Class 22 contains 20826 members 
Mstep: Class 23 contains 13373 members 
Mstep: Class 24 contains 20198 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154549424.000000 Penalty: 87158.210938
Iteration 68Q: 26 clusters Score -1.545494e+08 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 123427 members 
Mstep: Class 4 contains 24534 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3917 members 
Mstep: Class 7 contains 16153 members 
Mstep: Class 8 contains 322525 members 
Mstep: Class 9 contains 62738 members 
Mstep: Class 10 contains 24748 members 
Mstep: Class 11 contains 4118 members 
Mstep: Class 12 contains 32840 members 
Mstep: Class 13 contains 13070 members 
Mstep: Class 14 contains 4448 members 
Mstep: Class 15 contains 207203 members 
Mstep: Class 16 contains 78544 members 
Mstep: Class 17 contains 257298 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 1309 members 
Mstep: Class 20 contains 30840 members 
Mstep: Class 21 contains 3234 members 
Mstep: Class 22 contains 20838 members 
Mstep: Class 23 contains 13286 members 
Mstep: Class 24 contains 20352 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154550320.000000 Penalty: 87158.210938
Iteration 69Q: 26 clusters Score -1.545503e+08 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 123303 members 
Mstep: Class 4 contains 24174 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3918 members 
Mstep: Class 7 contains 16310 members 
Mstep: Class 8 contains 322398 members 
Mstep: Class 9 contains 62773 members 
Mstep: Class 10 contains 24792 members 
Mstep: Class 11 contains 4118 members 
Mstep: Class 12 contains 32799 members 
Mstep: Class 13 contains 13130 members 
Mstep: Class 14 contains 4452 members 
Mstep: Class 15 contains 206739 members 
Mstep: Class 16 contains 78476 members 
Mstep: Class 17 contains 258098 members 
Mstep: Class 18 contains 1578 members 
Mstep: Class 19 contains 1309 members 
Mstep: Class 20 contains 30811 members 
Mstep: Class 21 contains 3229 members 
Mstep: Class 22 contains 20845 members 
Mstep: Class 23 contains 13219 members 
Mstep: Class 24 contains 20517 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154550864.000000 Penalty: 87158.210938
Iteration 70Q: 26 clusters Score -1.545509e+08 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 123196 members 
Mstep: Class 4 contains 23868 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3918 members 
Mstep: Class 7 contains 16454 members 
Mstep: Class 8 contains 322214 members 
Mstep: Class 9 contains 62823 members 
Mstep: Class 10 contains 24828 members 
Mstep: Class 11 contains 4116 members 
Mstep: Class 12 contains 32761 members 
Mstep: Class 13 contains 13204 members 
Mstep: Class 14 contains 4458 members 
Mstep: Class 15 contains 206235 members 
Mstep: Class 16 contains 78396 members 
Mstep: Class 17 contains 258921 members 
Mstep: Class 18 contains 1564 members 
Mstep: Class 19 contains 1309 members 
Mstep: Class 20 contains 30783 members 
Mstep: Class 21 contains 3231 members 
Mstep: Class 22 contains 20848 members 
Mstep: Class 23 contains 13160 members 
Mstep: Class 24 contains 20669 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551440.000000 Penalty: 87158.210938
Iteration 71Q: 26 clusters Score -1.545514e+08 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 123095 members 
Mstep: Class 4 contains 23609 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3917 members 
Mstep: Class 7 contains 16583 members 
Mstep: Class 8 contains 322066 members 
Mstep: Class 9 contains 62876 members 
Mstep: Class 10 contains 24881 members 
Mstep: Class 11 contains 4122 members 
Mstep: Class 12 contains 32700 members 
Mstep: Class 13 contains 13254 members 
Mstep: Class 14 contains 4460 members 
Mstep: Class 15 contains 205697 members 
Mstep: Class 16 contains 78312 members 
Mstep: Class 17 contains 259754 members 
Mstep: Class 18 contains 1545 members 
Mstep: Class 19 contains 1309 members 
Mstep: Class 20 contains 30758 members 
Mstep: Class 21 contains 3231 members 
Mstep: Class 22 contains 20864 members 
Mstep: Class 23 contains 13106 members 
Mstep: Class 24 contains 20784 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551776.000000 Penalty: 87158.210938
Iteration 72Q: 26 clusters Score -1.545518e+08 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 122971 members 
Mstep: Class 4 contains 23363 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3918 members 
Mstep: Class 7 contains 16706 members 
Mstep: Class 8 contains 321997 members 
Mstep: Class 9 contains 62932 members 
Mstep: Class 10 contains 24926 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 32637 members 
Mstep: Class 13 contains 13305 members 
Mstep: Class 14 contains 4464 members 
Mstep: Class 15 contains 205165 members 
Mstep: Class 16 contains 78229 members 
Mstep: Class 17 contains 260548 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 1309 members 
Mstep: Class 20 contains 30740 members 
Mstep: Class 21 contains 3236 members 
Mstep: Class 22 contains 20876 members 
Mstep: Class 23 contains 13059 members 
Mstep: Class 24 contains 20865 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552576.000000 Penalty: 87158.210938
Iteration 73Q: 26 clusters Score -1.545526e+08 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 122865 members 
Mstep: Class 4 contains 23134 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3918 members 
Mstep: Class 7 contains 16830 members 
Mstep: Class 8 contains 321860 members 
Mstep: Class 9 contains 63001 members 
Mstep: Class 10 contains 24966 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 32574 members 
Mstep: Class 13 contains 13350 members 
Mstep: Class 14 contains 4471 members 
Mstep: Class 15 contains 204622 members 
Mstep: Class 16 contains 78164 members 
Mstep: Class 17 contains 261409 members 
Mstep: Class 18 contains 1512 members 
Mstep: Class 19 contains 1309 members 
Mstep: Class 20 contains 30720 members 
Mstep: Class 21 contains 3237 members 
Mstep: Class 22 contains 20888 members 
Mstep: Class 23 contains 12988 members 
Mstep: Class 24 contains 20932 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154553904.000000 Penalty: 87158.210938
Iteration 74Q: 26 clusters Score -1.545539e+08 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 122777 members 
Mstep: Class 4 contains 22911 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3919 members 
Mstep: Class 7 contains 16947 members 
Mstep: Class 8 contains 321704 members 
Mstep: Class 9 contains 63025 members 
Mstep: Class 10 contains 25005 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 32524 members 
Mstep: Class 13 contains 13391 members 
Mstep: Class 14 contains 4477 members 
Mstep: Class 15 contains 204106 members 
Mstep: Class 16 contains 78090 members 
Mstep: Class 17 contains 262261 members 
Mstep: Class 18 contains 1499 members 
Mstep: Class 19 contains 1309 members 
Mstep: Class 20 contains 30705 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 20898 members 
Mstep: Class 23 contains 12916 members 
Mstep: Class 24 contains 21024 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154554432.000000 Penalty: 87158.210938
Iteration 75Q: 26 clusters Score -1.545544e+08 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 122710 members 
Mstep: Class 4 contains 22713 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3920 members 
Mstep: Class 7 contains 17024 members 
Mstep: Class 8 contains 321606 members 
Mstep: Class 9 contains 63062 members 
Mstep: Class 10 contains 25048 members 
Mstep: Class 11 contains 4116 members 
Mstep: Class 12 contains 32479 members 
Mstep: Class 13 contains 13422 members 
Mstep: Class 14 contains 4485 members 
Mstep: Class 15 contains 203646 members 
Mstep: Class 16 contains 77991 members 
Mstep: Class 17 contains 263034 members 
Mstep: Class 18 contains 1488 members 
Mstep: Class 19 contains 1309 members 
Mstep: Class 20 contains 30701 members 
Mstep: Class 21 contains 3230 members 
Mstep: Class 22 contains 20910 members 
Mstep: Class 23 contains 12849 members 
Mstep: Class 24 contains 21084 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154555136.000000 Penalty: 87158.210938
Iteration 76Q: 26 clusters Score -1.545551e+08 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 122602 members 
Mstep: Class 4 contains 22526 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3923 members 
Mstep: Class 7 contains 17088 members 
Mstep: Class 8 contains 321519 members 
Mstep: Class 9 contains 63100 members 
Mstep: Class 10 contains 25097 members 
Mstep: Class 11 contains 4116 members 
Mstep: Class 12 contains 32439 members 
Mstep: Class 13 contains 13468 members 
Mstep: Class 14 contains 4490 members 
Mstep: Class 15 contains 203134 members 
Mstep: Class 16 contains 77892 members 
Mstep: Class 17 contains 263840 members 
Mstep: Class 18 contains 1475 members 
Mstep: Class 19 contains 1309 members 
Mstep: Class 20 contains 30689 members 
Mstep: Class 21 contains 3224 members 
Mstep: Class 22 contains 20905 members 
Mstep: Class 23 contains 12811 members 
Mstep: Class 24 contains 21154 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154556224.000000 Penalty: 87158.210938
Iteration 77Q: 26 clusters Score -1.545562e+08 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 122503 members 
Mstep: Class 4 contains 22347 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3924 members 
Mstep: Class 7 contains 17140 members 
Mstep: Class 8 contains 321376 members 
Mstep: Class 9 contains 63103 members 
Mstep: Class 10 contains 25134 members 
Mstep: Class 11 contains 4118 members 
Mstep: Class 12 contains 32391 members 
Mstep: Class 13 contains 13509 members 
Mstep: Class 14 contains 4499 members 
Mstep: Class 15 contains 202663 members 
Mstep: Class 16 contains 77812 members 
Mstep: Class 17 contains 264699 members 
Mstep: Class 18 contains 1464 members 
Mstep: Class 19 contains 1309 members 
Mstep: Class 20 contains 30676 members 
Mstep: Class 21 contains 3223 members 
Mstep: Class 22 contains 20922 members 
Mstep: Class 23 contains 12785 members 
Mstep: Class 24 contains 21192 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154557216.000000 Penalty: 87158.210938
Iteration 78Q: 26 clusters Score -1.545572e+08 nChanged 5086
Entering ConstructFrom: 
Score: -154557216.000000 Penalty: 87158.210938
Entering ConstructFrom: 
Trying to split cluster 1 (5534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Entering Unmasked Estep 
Score: -656693.000000 Penalty: 2137.429199
	Iteration 0F: 2 clusters Score -656693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -651843.875000 Penalty: 4274.858398
	Iteration 0F: 3 clusters Score -651843.9 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -653097.875000 Penalty: 4274.858398
	Iteration 1F: 3 clusters Score -653097.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -653356.937500 Penalty: 4274.858398
	Iteration 2F: 3 clusters Score -653356.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -653558.937500 Penalty: 4274.858398
	Iteration 3F: 3 clusters Score -653558.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -653749.250000 Penalty: 4274.858398
	Iteration 4F: 3 clusters Score -653749.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -653907.437500 Penalty: 4274.858398
	Iteration 5Q: 3 clusters Score -653907.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -654055.937500 Penalty: 4274.858398
	Iteration 6Q: 3 clusters Score -654055.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -654193.875000 Penalty: 4274.858398
	Iteration 7Q: 3 clusters Score -654193.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -654318.750000 Penalty: 4274.858398
	Iteration 8Q: 3 clusters Score -654318.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -654422.187500 Penalty: 4274.858398
	Iteration 9Q: 3 clusters Score -654422.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -654495.875000 Penalty: 4274.858398
	Iteration 10Q: 3 clusters Score -654495.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -654557.562500 Penalty: 4274.858398
	Iteration 11Q: 3 clusters Score -654557.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -654606.187500 Penalty: 4274.858398
	Iteration 12Q: 3 clusters Score -654606.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -654648.187500 Penalty: 4274.858398
	Iteration 13Q: 3 clusters Score -654648.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -654696.375000 Penalty: 4274.858398
	Iteration 14Q: 3 clusters Score -654696.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -654734.625000 Penalty: 4274.858398
	Iteration 15Q: 3 clusters Score -654734.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -654756.687500 Penalty: 4274.858398
	Iteration 16Q: 3 clusters Score -654756.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -654778.125000 Penalty: 4274.858398
	Iteration 17Q: 3 clusters Score -654778.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -654796.937500 Penalty: 4274.858398
	Iteration 18Q: 3 clusters Score -654796.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -654811.500000 Penalty: 4274.858398
	Iteration 19Q: 3 clusters Score -654811.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -654829.062500 Penalty: 4274.858398
	Iteration 20F: 3 clusters Score -654829.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -654848.750000 Penalty: 4274.858398
	Iteration 21Q: 3 clusters Score -654848.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -654871.812500 Penalty: 4274.858398
	Iteration 22Q: 3 clusters Score -654871.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -654882.687500 Penalty: 4274.858398
	Iteration 23Q: 3 clusters Score -654882.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -654891.062500 Penalty: 4274.858398
	Iteration 24Q: 3 clusters Score -654891.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -654899.250000 Penalty: 4274.858398
	Iteration 25Q: 3 clusters Score -654899.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -654903.687500 Penalty: 4274.858398
	Iteration 26Q: 3 clusters Score -654903.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -654903.500000 Penalty: 4274.858398
	Iteration 27Q: 3 clusters Score -654903.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -654904.937500 Penalty: 4274.858398
	Iteration 28Q: 3 clusters Score -654904.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -654904.312500 Penalty: 4274.858398
	Iteration 29Q: 3 clusters Score -654904.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -654905.437500 Penalty: 4274.858398
	Iteration 30Q: 3 clusters Score -654905.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -654905.750000 Penalty: 4274.858398
	Iteration 31Q: 3 clusters Score -654905.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -654905.750000 Penalty: 4274.858398
	Iteration 32F: 3 clusters Score -654905.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Entering Unmasked Estep 
Score: -104271.937500 Penalty: 1696.190186
	Iteration 0F: 2 clusters Score -104271.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -102374.851562 Penalty: 3392.380371
	Iteration 0F: 3 clusters Score -102374.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -102911.789062 Penalty: 3392.380371
	Iteration 1F: 3 clusters Score -102911.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -104274.210938 Penalty: 3392.380371
	Iteration 2F: 3 clusters Score -104274.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -105253.257812 Penalty: 3392.380371
	Iteration 3F: 3 clusters Score -105253.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -105676.257812 Penalty: 3392.380371
	Iteration 4F: 3 clusters Score -105676.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -105751.281250 Penalty: 3392.380371
	Iteration 5Q: 3 clusters Score -105751.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -105807.421875 Penalty: 3392.380371
	Iteration 6Q: 3 clusters Score -105807.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -105807.421875 Penalty: 3392.380371
	Iteration 7F: 3 clusters Score -105807.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 186 members 
Mstep: Class 3 contains 122372 members 
Mstep: Class 4 contains 22210 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3924 members 
Mstep: Class 7 contains 17176 members 
Mstep: Class 8 contains 321275 members 
Mstep: Class 9 contains 63095 members 
Mstep: Class 10 contains 25175 members 
Mstep: Class 11 contains 4115 members 
Mstep: Class 12 contains 32376 members 
Mstep: Class 13 contains 13545 members 
Mstep: Class 14 contains 4505 members 
Mstep: Class 15 contains 202184 members 
Mstep: Class 16 contains 77731 members 
Mstep: Class 17 contains 265562 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 1309 members 
Mstep: Class 20 contains 30672 members 
Mstep: Class 21 contains 3219 members 
Mstep: Class 22 contains 20924 members 
Mstep: Class 23 contains 12744 members 
Mstep: Class 24 contains 21207 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Entering Unmasked Estep 
Score: -154557280.000000 Penalty: 90644.539062
Splitting cluster 2 changes total score from -154557216.000000 to -154557280.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 3 (122372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122372 members 
Entering Unmasked Estep 
Score: -15357577.000000 Penalty: 2905.275635
	Iteration 0F: 2 clusters Score -1.535758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61017 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -15276038.000000 Penalty: 5810.551270
	Iteration 0F: 3 clusters Score -1.527604e+07 nChanged 58295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 64784 members 
Entering Unmasked Estep 
Score: -15310036.000000 Penalty: 5810.551270
	Iteration 1F: 3 clusters Score -1.531004e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -15311036.000000 Penalty: 5810.551270
	Iteration 2Q: 3 clusters Score -1.531104e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 70029 members 
Entering Unmasked Estep 
Score: -15312467.000000 Penalty: 5810.551270
	Iteration 3Q: 3 clusters Score -1.531247e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 74708 members 
Entering Unmasked Estep 
Score: -15314809.000000 Penalty: 5810.551270
	Iteration 4Q: 3 clusters Score -1.531481e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 81272 members 
Entering Unmasked Estep 
Score: -15318595.000000 Penalty: 5810.551270
	Iteration 5F: 3 clusters Score -1.53186e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 89866 members 
Entering Unmasked Estep 
Score: -15324783.000000 Penalty: 5810.551270
	Iteration 6F: 3 clusters Score -1.532478e+07 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 99972 members 
Entering Unmasked Estep 
Score: -15333661.000000 Penalty: 5810.551270
	Iteration 7F: 3 clusters Score -1.533366e+07 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 109749 members 
Entering Unmasked Estep 
Score: -15343148.000000 Penalty: 5810.551270
	Iteration 8F: 3 clusters Score -1.534315e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 116674 members 
Entering Unmasked Estep 
Score: -15350156.000000 Penalty: 5810.551270
	Iteration 9F: 3 clusters Score -1.535016e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 120063 members 
Entering Unmasked Estep 
Score: -15353271.000000 Penalty: 5810.551270
	Iteration 10Q: 3 clusters Score -1.535327e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 121254 members 
Entering Unmasked Estep 
Score: -15354428.000000 Penalty: 5810.551270
	Iteration 11Q: 3 clusters Score -1.535443e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 121606 members 
Entering Unmasked Estep 
Score: -15354805.000000 Penalty: 5810.551270
	Iteration 12Q: 3 clusters Score -1.53548e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 121707 members 
Entering Unmasked Estep 
Score: -15355003.000000 Penalty: 5810.551270
	Iteration 13Q: 3 clusters Score -1.5355e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 121716 members 
Entering Unmasked Estep 
Score: -15355116.000000 Penalty: 5810.551270
	Iteration 14Q: 3 clusters Score -1.535512e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 121727 members 
Entering Unmasked Estep 
Score: -15355196.000000 Penalty: 5810.551270
	Iteration 15Q: 3 clusters Score -1.53552e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 121713 members 
Entering Unmasked Estep 
Score: -15355304.000000 Penalty: 5810.551270
	Iteration 16Q: 3 clusters Score -1.53553e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 121688 members 
Entering Unmasked Estep 
Score: -15355363.000000 Penalty: 5810.551270
	Iteration 17Q: 3 clusters Score -1.535536e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 121669 members 
Entering Unmasked Estep 
Score: -15355383.000000 Penalty: 5810.551270
	Iteration 18Q: 3 clusters Score -1.535538e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 121644 members 
Entering Unmasked Estep 
Score: -15355416.000000 Penalty: 5810.551270
	Iteration 19Q: 3 clusters Score -1.535542e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 121636 members 
Entering Unmasked Estep 
Score: -15355491.000000 Penalty: 5810.551270
	Iteration 20F: 3 clusters Score -1.535549e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 121601 members 
Entering Unmasked Estep 
Score: -15355525.000000 Penalty: 5810.551270
	Iteration 21Q: 3 clusters Score -1.535552e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 121577 members 
Entering Unmasked Estep 
Score: -15355524.000000 Penalty: 5810.551270
	Iteration 22Q: 3 clusters Score -1.535552e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 121556 members 
Entering Unmasked Estep 
Score: -15355560.000000 Penalty: 5810.551270
	Iteration 23Q: 3 clusters Score -1.535556e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 121534 members 
Entering Unmasked Estep 
Score: -15355582.000000 Penalty: 5810.551270
	Iteration 24Q: 3 clusters Score -1.535558e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 121521 members 
Entering Unmasked Estep 
Score: -15355587.000000 Penalty: 5810.551270
	Iteration 25Q: 3 clusters Score -1.535559e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 121505 members 
Entering Unmasked Estep 
Score: -15355599.000000 Penalty: 5810.551270
	Iteration 26Q: 3 clusters Score -1.53556e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 121493 members 
Entering Unmasked Estep 
Score: -15355618.000000 Penalty: 5810.551270
	Iteration 27Q: 3 clusters Score -1.535562e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 121481 members 
Entering Unmasked Estep 
Score: -15355641.000000 Penalty: 5810.551270
	Iteration 28Q: 3 clusters Score -1.535564e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 121466 members 
Entering Unmasked Estep 
Score: -15355648.000000 Penalty: 5810.551270
	Iteration 29Q: 3 clusters Score -1.535565e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 121448 members 
Entering Unmasked Estep 
Score: -15355682.000000 Penalty: 5810.551270
	Iteration 30Q: 3 clusters Score -1.535568e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 121434 members 
Entering Unmasked Estep 
Score: -15355697.000000 Penalty: 5810.551270
	Iteration 31Q: 3 clusters Score -1.53557e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 121420 members 
Entering Unmasked Estep 
Score: -15355725.000000 Penalty: 5810.551270
	Iteration 32Q: 3 clusters Score -1.535572e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 121396 members 
Entering Unmasked Estep 
Score: -15355736.000000 Penalty: 5810.551270
	Iteration 33Q: 3 clusters Score -1.535574e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 121376 members 
Entering Unmasked Estep 
Score: -15355724.000000 Penalty: 5810.551270
	Iteration 34Q: 3 clusters Score -1.535572e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 121353 members 
Entering Unmasked Estep 
Score: -15355749.000000 Penalty: 5810.551270
	Iteration 35Q: 3 clusters Score -1.535575e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 121337 members 
Entering Unmasked Estep 
Score: -15355747.000000 Penalty: 5810.551270
	Iteration 36Q: 3 clusters Score -1.535575e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 121317 members 
Entering Unmasked Estep 
Score: -15355775.000000 Penalty: 5810.551270
	Iteration 37Q: 3 clusters Score -1.535578e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 121292 members 
Entering Unmasked Estep 
Score: -15355793.000000 Penalty: 5810.551270
	Iteration 38Q: 3 clusters Score -1.535579e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 121262 members 
Entering Unmasked Estep 
Score: -15355800.000000 Penalty: 5810.551270
	Iteration 39Q: 3 clusters Score -1.53558e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 121240 members 
Entering Unmasked Estep 
Score: -15355837.000000 Penalty: 5810.551270
	Iteration 40F: 3 clusters Score -1.535584e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 121221 members 
Entering Unmasked Estep 
Score: -15355868.000000 Penalty: 5810.551270
	Iteration 41Q: 3 clusters Score -1.535587e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 121209 members 
Entering Unmasked Estep 
Score: -15355867.000000 Penalty: 5810.551270
	Iteration 42Q: 3 clusters Score -1.535587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 121202 members 
Entering Unmasked Estep 
Score: -15355865.000000 Penalty: 5810.551270
	Iteration 43Q: 3 clusters Score -1.535586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 121197 members 
Entering Unmasked Estep 
Score: -15355876.000000 Penalty: 5810.551270
	Iteration 44Q: 3 clusters Score -1.535588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 121192 members 
Entering Unmasked Estep 
Score: -15355882.000000 Penalty: 5810.551270
	Iteration 45Q: 3 clusters Score -1.535588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 121184 members 
Entering Unmasked Estep 
Score: -15355881.000000 Penalty: 5810.551270
	Iteration 46Q: 3 clusters Score -1.535588e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 121171 members 
Entering Unmasked Estep 
Score: -15355884.000000 Penalty: 5810.551270
	Iteration 47Q: 3 clusters Score -1.535588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 121159 members 
Entering Unmasked Estep 
Score: -15355898.000000 Penalty: 5810.551270
	Iteration 48Q: 3 clusters Score -1.53559e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 121149 members 
Entering Unmasked Estep 
Score: -15355885.000000 Penalty: 5810.551270
	Iteration 49Q: 3 clusters Score -1.535588e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 121140 members 
Entering Unmasked Estep 
Score: -15355895.000000 Penalty: 5810.551270
	Iteration 50Q: 3 clusters Score -1.53559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 121126 members 
Entering Unmasked Estep 
Score: -15355895.000000 Penalty: 5810.551270
	Iteration 51Q: 3 clusters Score -1.53559e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 121119 members 
Entering Unmasked Estep 
Score: -15355897.000000 Penalty: 5810.551270
	Iteration 52Q: 3 clusters Score -1.53559e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 121115 members 
Entering Unmasked Estep 
Score: -15355883.000000 Penalty: 5810.551270
	Iteration 53Q: 3 clusters Score -1.535588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 121101 members 
Entering Unmasked Estep 
Score: -15355896.000000 Penalty: 5810.551270
	Iteration 54Q: 3 clusters Score -1.53559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 121086 members 
Entering Unmasked Estep 
Score: -15355907.000000 Penalty: 5810.551270
	Iteration 55Q: 3 clusters Score -1.535591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 121066 members 
Entering Unmasked Estep 
Score: -15355926.000000 Penalty: 5810.551270
	Iteration 56Q: 3 clusters Score -1.535593e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 121050 members 
Entering Unmasked Estep 
Score: -15355905.000000 Penalty: 5810.551270
	Iteration 57Q: 3 clusters Score -1.53559e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 121035 members 
Entering Unmasked Estep 
Score: -15355917.000000 Penalty: 5810.551270
	Iteration 58Q: 3 clusters Score -1.535592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 121018 members 
Entering Unmasked Estep 
Score: -15355908.000000 Penalty: 5810.551270
	Iteration 59Q: 3 clusters Score -1.535591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 121012 members 
Entering Unmasked Estep 
Score: -15355924.000000 Penalty: 5810.551270
	Iteration 60F: 3 clusters Score -1.535592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 121002 members 
Entering Unmasked Estep 
Score: -15355932.000000 Penalty: 5810.551270
	Iteration 61Q: 3 clusters Score -1.535593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 120997 members 
Entering Unmasked Estep 
Score: -15355930.000000 Penalty: 5810.551270
	Iteration 62Q: 3 clusters Score -1.535593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 120987 members 
Entering Unmasked Estep 
Score: -15355942.000000 Penalty: 5810.551270
	Iteration 63Q: 3 clusters Score -1.535594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 120984 members 
Entering Unmasked Estep 
Score: -15355935.000000 Penalty: 5810.551270
	Iteration 64Q: 3 clusters Score -1.535594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 120979 members 
Entering Unmasked Estep 
Score: -15355935.000000 Penalty: 5810.551270
	Iteration 65Q: 3 clusters Score -1.535594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 120971 members 
Entering Unmasked Estep 
Score: -15355930.000000 Penalty: 5810.551270
	Iteration 66Q: 3 clusters Score -1.535593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 120960 members 
Entering Unmasked Estep 
Score: -15355935.000000 Penalty: 5810.551270
	Iteration 67Q: 3 clusters Score -1.535594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 120950 members 
Entering Unmasked Estep 
Score: -15355935.000000 Penalty: 5810.551270
	Iteration 68Q: 3 clusters Score -1.535594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 120947 members 
Entering Unmasked Estep 
Score: -15355921.000000 Penalty: 5810.551270
	Iteration 69Q: 3 clusters Score -1.535592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 120940 members 
Entering Unmasked Estep 
Score: -15355929.000000 Penalty: 5810.551270
	Iteration 70Q: 3 clusters Score -1.535593e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 120938 members 
Entering Unmasked Estep 
Score: -15355945.000000 Penalty: 5810.551270
	Iteration 71Q: 3 clusters Score -1.535594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 120936 members 
Entering Unmasked Estep 
Score: -15355936.000000 Penalty: 5810.551270
	Iteration 72Q: 3 clusters Score -1.535594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 120932 members 
Entering Unmasked Estep 
Score: -15355940.000000 Penalty: 5810.551270
	Iteration 73Q: 3 clusters Score -1.535594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 120929 members 
Entering Unmasked Estep 
Score: -15355948.000000 Penalty: 5810.551270
	Iteration 74Q: 3 clusters Score -1.535595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 120928 members 
Entering Unmasked Estep 
Score: -15355950.000000 Penalty: 5810.551270
	Iteration 75Q: 3 clusters Score -1.535595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 120928 members 
Entering Unmasked Estep 
Score: -15355950.000000 Penalty: 5810.551270
	Iteration 76F: 3 clusters Score -1.535595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Entering Unmasked Estep 
Score: -2771419.000000 Penalty: 2482.057861
	Iteration 0F: 2 clusters Score -2771419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2755860.500000 Penalty: 4964.115723
	Iteration 0F: 3 clusters Score -2755860 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2761088.000000 Penalty: 4964.115723
	Iteration 1F: 3 clusters Score -2761088 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2761465.250000 Penalty: 4964.115723
	Iteration 2F: 3 clusters Score -2761465 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2761792.750000 Penalty: 4964.115723
	Iteration 3Q: 3 clusters Score -2761793 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2762068.750000 Penalty: 4964.115723
	Iteration 4Q: 3 clusters Score -2762069 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2762309.250000 Penalty: 4964.115723
	Iteration 5Q: 3 clusters Score -2762309 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2762526.750000 Penalty: 4964.115723
	Iteration 6Q: 3 clusters Score -2762527 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2762830.250000 Penalty: 4964.115723
	Iteration 7Q: 3 clusters Score -2762830 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2763160.250000 Penalty: 4964.115723
	Iteration 8Q: 3 clusters Score -2763160 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2763600.500000 Penalty: 4964.115723
	Iteration 9Q: 3 clusters Score -2763600 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2764133.250000 Penalty: 4964.115723
	Iteration 10Q: 3 clusters Score -2764133 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2764834.000000 Penalty: 4964.115723
	Iteration 11Q: 3 clusters Score -2764834 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2765647.250000 Penalty: 4964.115723
	Iteration 12F: 3 clusters Score -2765647 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2766532.750000 Penalty: 4964.115723
	Iteration 13F: 3 clusters Score -2766533 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2767264.500000 Penalty: 4964.115723
	Iteration 14Q: 3 clusters Score -2767264 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2767870.250000 Penalty: 4964.115723
	Iteration 15Q: 3 clusters Score -2767870 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -2768283.500000 Penalty: 4964.115723
	Iteration 16Q: 3 clusters Score -2768284 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2768605.000000 Penalty: 4964.115723
	Iteration 17Q: 3 clusters Score -2768605 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2768807.000000 Penalty: 4964.115723
	Iteration 18Q: 3 clusters Score -2768807 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -2768942.250000 Penalty: 4964.115723
	Iteration 19Q: 3 clusters Score -2768942 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -2769028.500000 Penalty: 4964.115723
	Iteration 20F: 3 clusters Score -2769028 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -2769113.000000 Penalty: 4964.115723
	Iteration 21Q: 3 clusters Score -2769113 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -2769180.000000 Penalty: 4964.115723
	Iteration 22Q: 3 clusters Score -2769180 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2769218.500000 Penalty: 4964.115723
	Iteration 23Q: 3 clusters Score -2769218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2769255.250000 Penalty: 4964.115723
	Iteration 24Q: 3 clusters Score -2769255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2769278.000000 Penalty: 4964.115723
	Iteration 25Q: 3 clusters Score -2769278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -2769302.500000 Penalty: 4964.115723
	Iteration 26Q: 3 clusters Score -2769302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -2769319.750000 Penalty: 4964.115723
	Iteration 27Q: 3 clusters Score -2769320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -2769326.750000 Penalty: 4964.115723
	Iteration 28Q: 3 clusters Score -2769327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -2769332.750000 Penalty: 4964.115723
	Iteration 29Q: 3 clusters Score -2769333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2769341.750000 Penalty: 4964.115723
	Iteration 30Q: 3 clusters Score -2769342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -2769344.500000 Penalty: 4964.115723
	Iteration 31Q: 3 clusters Score -2769344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -2769352.000000 Penalty: 4964.115723
	Iteration 32Q: 3 clusters Score -2769352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2769352.250000 Penalty: 4964.115723
	Iteration 33Q: 3 clusters Score -2769352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2769353.500000 Penalty: 4964.115723
	Iteration 34Q: 3 clusters Score -2769354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -2769354.750000 Penalty: 4964.115723
	Iteration 35Q: 3 clusters Score -2769355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2769358.250000 Penalty: 4964.115723
	Iteration 36Q: 3 clusters Score -2769358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -2769360.500000 Penalty: 4964.115723
	Iteration 37Q: 3 clusters Score -2769360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -2769360.500000 Penalty: 4964.115723
	Iteration 38F: 3 clusters Score -2769360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -51294.664062 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -51294.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -49852.613281 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -49852.61 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50187.664062 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -50187.66 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50541.046875 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -50541.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50791.109375 Penalty: 3096.142822
	Iteration 3F: 3 clusters Score -50791.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50896.292969 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -50896.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50969.234375 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -50969.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51024.796875 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -51024.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51127.605469 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -51127.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51161.796875 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -51161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51172.253906 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -51172.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -51177.156250 Penalty: 3096.142822
	Iteration 10Q: 3 clusters Score -51177.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51181.726562 Penalty: 3096.142822
	Iteration 11Q: 3 clusters Score -51181.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51183.234375 Penalty: 3096.142822
	Iteration 12F: 3 clusters Score -51183.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51218.027344 Penalty: 3096.142822
	Iteration 13Q: 3 clusters Score -51218.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51232.765625 Penalty: 3096.142822
	Iteration 14Q: 3 clusters Score -51232.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51254.308594 Penalty: 3096.142822
	Iteration 15Q: 3 clusters Score -51254.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51279.183594 Penalty: 3096.142822
	Iteration 16Q: 3 clusters Score -51279.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51291.742188 Penalty: 3096.142822
	Iteration 17Q: 3 clusters Score -51291.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51294.875000 Penalty: 3096.142822
	Iteration 18Q: 3 clusters Score -51294.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51294.875000 Penalty: 3096.142822
	Iteration 19F: 3 clusters Score -51294.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 186 members 
Mstep: Class 3 contains 122372 members 
Mstep: Class 4 contains 22210 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 3924 members 
Mstep: Class 7 contains 17176 members 
Mstep: Class 8 contains 321275 members 
Mstep: Class 9 contains 63095 members 
Mstep: Class 10 contains 25175 members 
Mstep: Class 11 contains 4115 members 
Mstep: Class 12 contains 32376 members 
Mstep: Class 13 contains 13545 members 
Mstep: Class 14 contains 4505 members 
Mstep: Class 15 contains 202184 members 
Mstep: Class 16 contains 77731 members 
Mstep: Class 17 contains 265562 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 1309 members 
Mstep: Class 20 contains 30672 members 
Mstep: Class 21 contains 3219 members 
Mstep: Class 22 contains 20924 members 
Mstep: Class 23 contains 12744 members 
Mstep: Class 24 contains 21207 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 269 members 
Entering Unmasked Estep 
Score: -154555184.000000 Penalty: 94130.875000
Splitting cluster 5 changes total score from -154557216.000000 to -154555184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Entering Unmasked Estep 
Score: -477584.218750 Penalty: 2052.166992
	Iteration 0F: 2 clusters Score -477584.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -473739.843750 Penalty: 4104.333984
	Iteration 0F: 3 clusters Score -473739.8 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -474556.312500 Penalty: 4104.333984
	Iteration 1F: 3 clusters Score -474556.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -474722.437500 Penalty: 4104.333984
	Iteration 2F: 3 clusters Score -474722.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -474817.843750 Penalty: 4104.333984
	Iteration 3Q: 3 clusters Score -474817.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -474875.781250 Penalty: 4104.333984
	Iteration 4Q: 3 clusters Score -474875.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -474922.875000 Penalty: 4104.333984
	Iteration 5Q: 3 clusters Score -474922.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -474972.312500 Penalty: 4104.333984
	Iteration 6Q: 3 clusters Score -474972.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -475007.781250 Penalty: 4104.333984
	Iteration 7Q: 3 clusters Score -475007.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -475035.406250 Penalty: 4104.333984
	Iteration 8Q: 3 clusters Score -475035.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -475065.125000 Penalty: 4104.333984
	Iteration 9Q: 3 clusters Score -475065.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -475097.968750 Penalty: 4104.333984
	Iteration 10Q: 3 clusters Score -475098 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -475123.312500 Penalty: 4104.333984
	Iteration 11Q: 3 clusters Score -475123.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -475141.500000 Penalty: 4104.333984
	Iteration 12Q: 3 clusters Score -475141.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -475158.687500 Penalty: 4104.333984
	Iteration 13Q: 3 clusters Score -475158.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -475173.062500 Penalty: 4104.333984
	Iteration 14Q: 3 clusters Score -475173.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -475184.781250 Penalty: 4104.333984
	Iteration 15Q: 3 clusters Score -475184.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -475194.906250 Penalty: 4104.333984
	Iteration 16Q: 3 clusters Score -475194.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -475205.468750 Penalty: 4104.333984
	Iteration 17Q: 3 clusters Score -475205.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -475217.437500 Penalty: 4104.333984
	Iteration 18Q: 3 clusters Score -475217.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -475228.031250 Penalty: 4104.333984
	Iteration 19Q: 3 clusters Score -475228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -475239.250000 Penalty: 4104.333984
	Iteration 20F: 3 clusters Score -475239.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -475255.750000 Penalty: 4104.333984
	Iteration 21Q: 3 clusters Score -475255.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -475268.281250 Penalty: 4104.333984
	Iteration 22Q: 3 clusters Score -475268.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -475282.656250 Penalty: 4104.333984
	Iteration 23Q: 3 clusters Score -475282.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -475296.468750 Penalty: 4104.333984
	Iteration 24Q: 3 clusters Score -475296.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -475307.906250 Penalty: 4104.333984
	Iteration 25Q: 3 clusters Score -475307.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -475327.687500 Penalty: 4104.333984
	Iteration 26Q: 3 clusters Score -475327.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -475342.718750 Penalty: 4104.333984
	Iteration 27Q: 3 clusters Score -475342.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -475359.437500 Penalty: 4104.333984
	Iteration 28Q: 3 clusters Score -475359.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -475371.437500 Penalty: 4104.333984
	Iteration 29Q: 3 clusters Score -475371.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -475377.531250 Penalty: 4104.333984
	Iteration 30Q: 3 clusters Score -475377.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -475383.718750 Penalty: 4104.333984
	Iteration 31Q: 3 clusters Score -475383.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -475389.468750 Penalty: 4104.333984
	Iteration 32Q: 3 clusters Score -475389.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -475394.406250 Penalty: 4104.333984
	Iteration 33Q: 3 clusters Score -475394.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -475397.062500 Penalty: 4104.333984
	Iteration 34Q: 3 clusters Score -475397.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -475400.312500 Penalty: 4104.333984
	Iteration 35Q: 3 clusters Score -475400.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -475406.375000 Penalty: 4104.333984
	Iteration 36Q: 3 clusters Score -475406.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -475413.500000 Penalty: 4104.333984
	Iteration 37Q: 3 clusters Score -475413.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -475424.093750 Penalty: 4104.333984
	Iteration 38Q: 3 clusters Score -475424.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -475431.812500 Penalty: 4104.333984
	Iteration 39Q: 3 clusters Score -475431.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -475438.156250 Penalty: 4104.333984
	Iteration 40F: 3 clusters Score -475438.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -475444.687500 Penalty: 4104.333984
	Iteration 41Q: 3 clusters Score -475444.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -475453.781250 Penalty: 4104.333984
	Iteration 42Q: 3 clusters Score -475453.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -475467.843750 Penalty: 4104.333984
	Iteration 43Q: 3 clusters Score -475467.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -475479.562500 Penalty: 4104.333984
	Iteration 44Q: 3 clusters Score -475479.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -475496.656250 Penalty: 4104.333984
	Iteration 45Q: 3 clusters Score -475496.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -475514.625000 Penalty: 4104.333984
	Iteration 46Q: 3 clusters Score -475514.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -475534.000000 Penalty: 4104.333984
	Iteration 47Q: 3 clusters Score -475534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -475551.875000 Penalty: 4104.333984
	Iteration 48Q: 3 clusters Score -475551.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -475573.500000 Penalty: 4104.333984
	Iteration 49Q: 3 clusters Score -475573.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -475596.031250 Penalty: 4104.333984
	Iteration 50Q: 3 clusters Score -475596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -475609.375000 Penalty: 4104.333984
	Iteration 51Q: 3 clusters Score -475609.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -475616.687500 Penalty: 4104.333984
	Iteration 52Q: 3 clusters Score -475616.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -475624.281250 Penalty: 4104.333984
	Iteration 53Q: 3 clusters Score -475624.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -475633.656250 Penalty: 4104.333984
	Iteration 54Q: 3 clusters Score -475633.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -475645.125000 Penalty: 4104.333984
	Iteration 55Q: 3 clusters Score -475645.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -475662.812500 Penalty: 4104.333984
	Iteration 56Q: 3 clusters Score -475662.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -475677.312500 Penalty: 4104.333984
	Iteration 57Q: 3 clusters Score -475677.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -475691.187500 Penalty: 4104.333984
	Iteration 58Q: 3 clusters Score -475691.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -475702.312500 Penalty: 4104.333984
	Iteration 59Q: 3 clusters Score -475702.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -475711.531250 Penalty: 4104.333984
	Iteration 60F: 3 clusters Score -475711.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -475716.468750 Penalty: 4104.333984
	Iteration 61Q: 3 clusters Score -475716.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -475720.000000 Penalty: 4104.333984
	Iteration 62Q: 3 clusters Score -475720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -475723.562500 Penalty: 4104.333984
	Iteration 63Q: 3 clusters Score -475723.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -475727.187500 Penalty: 4104.333984
	Iteration 64Q: 3 clusters Score -475727.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -475729.687500 Penalty: 4104.333984
	Iteration 65Q: 3 clusters Score -475729.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -475730.750000 Penalty: 4104.333984
	Iteration 66Q: 3 clusters Score -475730.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -475731.500000 Penalty: 4104.333984
	Iteration 67Q: 3 clusters Score -475731.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -475733.843750 Penalty: 4104.333984
	Iteration 68Q: 3 clusters Score -475733.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -475734.531250 Penalty: 4104.333984
	Iteration 69Q: 3 clusters Score -475734.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -475736.468750 Penalty: 4104.333984
	Iteration 70Q: 3 clusters Score -475736.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -475737.156250 Penalty: 4104.333984
	Iteration 71Q: 3 clusters Score -475737.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -475738.125000 Penalty: 4104.333984
	Iteration 72Q: 3 clusters Score -475738.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -475741.968750 Penalty: 4104.333984
	Iteration 73Q: 3 clusters Score -475742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -475743.875000 Penalty: 4104.333984
	Iteration 74Q: 3 clusters Score -475743.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -475746.593750 Penalty: 4104.333984
	Iteration 75Q: 3 clusters Score -475746.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -475747.281250 Penalty: 4104.333984
	Iteration 76Q: 3 clusters Score -475747.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -475747.968750 Penalty: 4104.333984
	Iteration 77Q: 3 clusters Score -475748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -475748.468750 Penalty: 4104.333984
	Iteration 78Q: 3 clusters Score -475748.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -475749.875000 Penalty: 4104.333984
	Iteration 79Q: 3 clusters Score -475749.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -475751.937500 Penalty: 4104.333984
	Iteration 80F: 3 clusters Score -475751.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -475755.843750 Penalty: 4104.333984
	Iteration 81Q: 3 clusters Score -475755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -475758.218750 Penalty: 4104.333984
	Iteration 82Q: 3 clusters Score -475758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -475758.843750 Penalty: 4104.333984
	Iteration 83Q: 3 clusters Score -475758.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -475759.343750 Penalty: 4104.333984
	Iteration 84Q: 3 clusters Score -475759.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -475761.593750 Penalty: 4104.333984
	Iteration 85Q: 3 clusters Score -475761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -475762.312500 Penalty: 4104.333984
	Iteration 86Q: 3 clusters Score -475762.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -475763.187500 Penalty: 4104.333984
	Iteration 87Q: 3 clusters Score -475763.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -475763.187500 Penalty: 4104.333984
	Iteration 88F: 3 clusters Score -475763.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Entering Unmasked Estep 
Score: -2152781.500000 Penalty: 2418.314453
	Iteration 0F: 2 clusters Score -2152782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2140576.750000 Penalty: 4836.628906
	Iteration 0F: 3 clusters Score -2140577 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2144685.500000 Penalty: 4836.628906
	Iteration 1F: 3 clusters Score -2144686 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2145176.500000 Penalty: 4836.628906
	Iteration 2F: 3 clusters Score -2145176 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2145596.500000 Penalty: 4836.628906
	Iteration 3F: 3 clusters Score -2145596 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2145975.250000 Penalty: 4836.628906
	Iteration 4Q: 3 clusters Score -2145975 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2146333.500000 Penalty: 4836.628906
	Iteration 5Q: 3 clusters Score -2146334 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2146701.750000 Penalty: 4836.628906
	Iteration 6Q: 3 clusters Score -2146702 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2147085.750000 Penalty: 4836.628906
	Iteration 7Q: 3 clusters Score -2147086 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2147522.250000 Penalty: 4836.628906
	Iteration 8Q: 3 clusters Score -2147522 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2147978.000000 Penalty: 4836.628906
	Iteration 9Q: 3 clusters Score -2147978 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2148457.000000 Penalty: 4836.628906
	Iteration 10Q: 3 clusters Score -2148457 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2148902.000000 Penalty: 4836.628906
	Iteration 11Q: 3 clusters Score -2148902 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2149255.750000 Penalty: 4836.628906
	Iteration 12Q: 3 clusters Score -2149256 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2149530.000000 Penalty: 4836.628906
	Iteration 13Q: 3 clusters Score -2149530 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2149737.000000 Penalty: 4836.628906
	Iteration 14Q: 3 clusters Score -2149737 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2149892.500000 Penalty: 4836.628906
	Iteration 15Q: 3 clusters Score -2149892 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2150009.750000 Penalty: 4836.628906
	Iteration 16Q: 3 clusters Score -2150010 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2150098.750000 Penalty: 4836.628906
	Iteration 17Q: 3 clusters Score -2150099 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2150163.000000 Penalty: 4836.628906
	Iteration 18Q: 3 clusters Score -2150163 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2150226.000000 Penalty: 4836.628906
	Iteration 19Q: 3 clusters Score -2150226 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2150271.500000 Penalty: 4836.628906
	Iteration 20F: 3 clusters Score -2150272 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2150318.750000 Penalty: 4836.628906
	Iteration 21Q: 3 clusters Score -2150319 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2150362.250000 Penalty: 4836.628906
	Iteration 22Q: 3 clusters Score -2150362 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2150398.250000 Penalty: 4836.628906
	Iteration 23Q: 3 clusters Score -2150398 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2150437.000000 Penalty: 4836.628906
	Iteration 24Q: 3 clusters Score -2150437 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2150455.250000 Penalty: 4836.628906
	Iteration 25Q: 3 clusters Score -2150455 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2150470.750000 Penalty: 4836.628906
	Iteration 26Q: 3 clusters Score -2150471 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2150495.250000 Penalty: 4836.628906
	Iteration 27Q: 3 clusters Score -2150495 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2150522.000000 Penalty: 4836.628906
	Iteration 28Q: 3 clusters Score -2150522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2150533.000000 Penalty: 4836.628906
	Iteration 29Q: 3 clusters Score -2150533 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2150544.500000 Penalty: 4836.628906
	Iteration 30Q: 3 clusters Score -2150544 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2150564.250000 Penalty: 4836.628906
	Iteration 31Q: 3 clusters Score -2150564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2150590.000000 Penalty: 4836.628906
	Iteration 32Q: 3 clusters Score -2150590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2150602.750000 Penalty: 4836.628906
	Iteration 33Q: 3 clusters Score -2150603 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2150617.000000 Penalty: 4836.628906
	Iteration 34Q: 3 clusters Score -2150617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2150626.500000 Penalty: 4836.628906
	Iteration 35Q: 3 clusters Score -2150626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2150638.500000 Penalty: 4836.628906
	Iteration 36Q: 3 clusters Score -2150638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2150645.250000 Penalty: 4836.628906
	Iteration 37Q: 3 clusters Score -2150645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2150654.500000 Penalty: 4836.628906
	Iteration 38Q: 3 clusters Score -2150654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2150660.000000 Penalty: 4836.628906
	Iteration 39Q: 3 clusters Score -2150660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2150672.500000 Penalty: 4836.628906
	Iteration 40F: 3 clusters Score -2150672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2150682.750000 Penalty: 4836.628906
	Iteration 41Q: 3 clusters Score -2150683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2150687.750000 Penalty: 4836.628906
	Iteration 42Q: 3 clusters Score -2150688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2150696.250000 Penalty: 4836.628906
	Iteration 43Q: 3 clusters Score -2150696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2150696.250000 Penalty: 4836.628906
	Iteration 44Q: 3 clusters Score -2150696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2150698.250000 Penalty: 4836.628906
	Iteration 45Q: 3 clusters Score -2150698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2150701.750000 Penalty: 4836.628906
	Iteration 46Q: 3 clusters Score -2150702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2150699.250000 Penalty: 4836.628906
	Iteration 47Q: 3 clusters Score -2150699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2150701.500000 Penalty: 4836.628906
	Iteration 48Q: 3 clusters Score -2150702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2150701.500000 Penalty: 4836.628906
	Iteration 49Q: 3 clusters Score -2150702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2150700.500000 Penalty: 4836.628906
	Iteration 50Q: 3 clusters Score -2150700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2150702.000000 Penalty: 4836.628906
	Iteration 51Q: 3 clusters Score -2150702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2150702.500000 Penalty: 4836.628906
	Iteration 52Q: 3 clusters Score -2150702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2150703.500000 Penalty: 4836.628906
	Iteration 53Q: 3 clusters Score -2150704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2150703.500000 Penalty: 4836.628906
	Iteration 54F: 3 clusters Score -2150704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (321275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321275 members 
Entering Unmasked Estep 
Score: -39806156.000000 Penalty: 3144.653076
	Iteration 0F: 2 clusters Score -3.980616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160950 members 
Mstep: Class 2 contains 160325 members 
Entering Unmasked Estep 
Score: -39616412.000000 Penalty: 6289.306152
	Iteration 0F: 3 clusters Score -3.961641e+07 nChanged 155888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167818 members 
Mstep: Class 2 contains 153457 members 
Entering Unmasked Estep 
Score: -39708476.000000 Penalty: 6289.306152
	Iteration 1F: 3 clusters Score -3.970848e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172491 members 
Mstep: Class 2 contains 148784 members 
Entering Unmasked Estep 
Score: -39709888.000000 Penalty: 6289.306152
	Iteration 2Q: 3 clusters Score -3.970989e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179879 members 
Mstep: Class 2 contains 141396 members 
Entering Unmasked Estep 
Score: -39712764.000000 Penalty: 6289.306152
	Iteration 3Q: 3 clusters Score -3.971276e+07 nChanged 12748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191117 members 
Mstep: Class 2 contains 130158 members 
Entering Unmasked Estep 
Score: -39717356.000000 Penalty: 6289.306152
	Iteration 4Q: 3 clusters Score -3.971736e+07 nChanged 17639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207938 members 
Mstep: Class 2 contains 113337 members 
Entering Unmasked Estep 
Score: -39725624.000000 Penalty: 6289.306152
	Iteration 5F: 3 clusters Score -3.972562e+07 nChanged 23228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230726 members 
Mstep: Class 2 contains 90549 members 
Entering Unmasked Estep 
Score: -39739836.000000 Penalty: 6289.306152
	Iteration 6F: 3 clusters Score -3.973984e+07 nChanged 27264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257800 members 
Mstep: Class 2 contains 63475 members 
Entering Unmasked Estep 
Score: -39761276.000000 Penalty: 6289.306152
	Iteration 7F: 3 clusters Score -3.976128e+07 nChanged 26115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283855 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -39782572.000000 Penalty: 6289.306152
	Iteration 8F: 3 clusters Score -3.978257e+07 nChanged 18316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302157 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -39796216.000000 Penalty: 6289.306152
	Iteration 9F: 3 clusters Score -3.979622e+07 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312115 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -39801832.000000 Penalty: 6289.306152
	Iteration 10Q: 3 clusters Score -3.980183e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316892 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -39803108.000000 Penalty: 6289.306152
	Iteration 11Q: 3 clusters Score -3.980311e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319004 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -39803568.000000 Penalty: 6289.306152
	Iteration 12Q: 3 clusters Score -3.980357e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319878 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -39803664.000000 Penalty: 6289.306152
	Iteration 13Q: 3 clusters Score -3.980366e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320260 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -39803696.000000 Penalty: 6289.306152
	Iteration 14Q: 3 clusters Score -3.98037e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320445 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -39803636.000000 Penalty: 6289.306152
	Iteration 15Q: 3 clusters Score -3.980364e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320543 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -39803692.000000 Penalty: 6289.306152
	Iteration 16Q: 3 clusters Score -3.980369e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320601 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -39803716.000000 Penalty: 6289.306152
	Iteration 17Q: 3 clusters Score -3.980372e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320633 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -39803740.000000 Penalty: 6289.306152
	Iteration 18Q: 3 clusters Score -3.980374e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320664 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -39803748.000000 Penalty: 6289.306152
	Iteration 19Q: 3 clusters Score -3.980375e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320687 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -39803756.000000 Penalty: 6289.306152
	Iteration 20F: 3 clusters Score -3.980376e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320709 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -39803764.000000 Penalty: 6289.306152
	Iteration 21Q: 3 clusters Score -3.980376e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320723 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -39803780.000000 Penalty: 6289.306152
	Iteration 22Q: 3 clusters Score -3.980378e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320733 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -39803788.000000 Penalty: 6289.306152
	Iteration 23Q: 3 clusters Score -3.980379e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320748 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -39803784.000000 Penalty: 6289.306152
	Iteration 24Q: 3 clusters Score -3.980378e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320761 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -39803796.000000 Penalty: 6289.306152
	Iteration 25Q: 3 clusters Score -3.98038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320767 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -39803800.000000 Penalty: 6289.306152
	Iteration 26Q: 3 clusters Score -3.98038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320767 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -39803808.000000 Penalty: 6289.306152
	Iteration 27Q: 3 clusters Score -3.980381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320768 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -39803800.000000 Penalty: 6289.306152
	Iteration 28Q: 3 clusters Score -3.98038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320767 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -39803796.000000 Penalty: 6289.306152
	Iteration 29Q: 3 clusters Score -3.98038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320768 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -39803812.000000 Penalty: 6289.306152
	Iteration 30Q: 3 clusters Score -3.980381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320769 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -39803820.000000 Penalty: 6289.306152
	Iteration 31Q: 3 clusters Score -3.980382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320769 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -39803820.000000 Penalty: 6289.306152
	Iteration 32F: 3 clusters Score -3.980382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (63095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63095 members 
Entering Unmasked Estep 
Score: -7927747.500000 Penalty: 2740.994385
	Iteration 0F: 2 clusters Score -7927748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -7885345.000000 Penalty: 5481.988770
	Iteration 0F: 3 clusters Score -7885345 nChanged 29460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -7901764.000000 Penalty: 5481.988770
	Iteration 1F: 3 clusters Score -7901764 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -7902380.500000 Penalty: 5481.988770
	Iteration 2Q: 3 clusters Score -7902380 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -7902961.000000 Penalty: 5481.988770
	Iteration 3Q: 3 clusters Score -7902961 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -7903608.500000 Penalty: 5481.988770
	Iteration 4Q: 3 clusters Score -7903608 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -7904503.000000 Penalty: 5481.988770
	Iteration 5Q: 3 clusters Score -7904503 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -7905473.000000 Penalty: 5481.988770
	Iteration 6Q: 3 clusters Score -7905473 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -7906918.500000 Penalty: 5481.988770
	Iteration 7Q: 3 clusters Score -7906918 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -7908865.000000 Penalty: 5481.988770
	Iteration 8Q: 3 clusters Score -7908865 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -7911052.500000 Penalty: 5481.988770
	Iteration 9F: 3 clusters Score -7911052 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -7913443.000000 Penalty: 5481.988770
	Iteration 10F: 3 clusters Score -7913443 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -7915797.000000 Penalty: 5481.988770
	Iteration 11F: 3 clusters Score -7915797 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -7917539.000000 Penalty: 5481.988770
	Iteration 12Q: 3 clusters Score -7917539 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -7918702.500000 Penalty: 5481.988770
	Iteration 13Q: 3 clusters Score -7918702 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -7919418.000000 Penalty: 5481.988770
	Iteration 14Q: 3 clusters Score -7919418 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -7919965.000000 Penalty: 5481.988770
	Iteration 15Q: 3 clusters Score -7919965 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -7920416.500000 Penalty: 5481.988770
	Iteration 16Q: 3 clusters Score -7920416 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -7920791.000000 Penalty: 5481.988770
	Iteration 17Q: 3 clusters Score -7920791 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 51433 members 
Entering Unmasked Estep 
Score: -7921148.500000 Penalty: 5481.988770
	Iteration 18Q: 3 clusters Score -7921148 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -7921495.500000 Penalty: 5481.988770
	Iteration 19Q: 3 clusters Score -7921496 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 52986 members 
Entering Unmasked Estep 
Score: -7921783.000000 Penalty: 5481.988770
	Iteration 20F: 3 clusters Score -7921783 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 53720 members 
Entering Unmasked Estep 
Score: -7922096.000000 Penalty: 5481.988770
	Iteration 21Q: 3 clusters Score -7922096 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -7922384.500000 Penalty: 5481.988770
	Iteration 22Q: 3 clusters Score -7922384 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 55173 members 
Entering Unmasked Estep 
Score: -7922713.000000 Penalty: 5481.988770
	Iteration 23Q: 3 clusters Score -7922713 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -7923026.500000 Penalty: 5481.988770
	Iteration 24Q: 3 clusters Score -7923026 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
Score: -7923278.000000 Penalty: 5481.988770
	Iteration 25Q: 3 clusters Score -7923278 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 57182 members 
Entering Unmasked Estep 
Score: -7923520.000000 Penalty: 5481.988770
	Iteration 26Q: 3 clusters Score -7923520 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 57728 members 
Entering Unmasked Estep 
Score: -7923770.500000 Penalty: 5481.988770
	Iteration 27Q: 3 clusters Score -7923770 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 58280 members 
Entering Unmasked Estep 
Score: -7924002.500000 Penalty: 5481.988770
	Iteration 28Q: 3 clusters Score -7924002 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 58769 members 
Entering Unmasked Estep 
Score: -7924176.000000 Penalty: 5481.988770
	Iteration 29Q: 3 clusters Score -7924176 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 59265 members 
Entering Unmasked Estep 
Score: -7924396.000000 Penalty: 5481.988770
	Iteration 30Q: 3 clusters Score -7924396 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 59661 members 
Entering Unmasked Estep 
Score: -7924551.000000 Penalty: 5481.988770
	Iteration 31Q: 3 clusters Score -7924551 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 60002 members 
Entering Unmasked Estep 
Score: -7924678.000000 Penalty: 5481.988770
	Iteration 32Q: 3 clusters Score -7924678 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 60282 members 
Entering Unmasked Estep 
Score: -7924818.500000 Penalty: 5481.988770
	Iteration 33Q: 3 clusters Score -7924818 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 60540 members 
Entering Unmasked Estep 
Score: -7924927.000000 Penalty: 5481.988770
	Iteration 34Q: 3 clusters Score -7924927 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 60737 members 
Entering Unmasked Estep 
Score: -7924981.000000 Penalty: 5481.988770
	Iteration 35Q: 3 clusters Score -7924981 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 60910 members 
Entering Unmasked Estep 
Score: -7925057.500000 Penalty: 5481.988770
	Iteration 36Q: 3 clusters Score -7925058 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -7925114.000000 Penalty: 5481.988770
	Iteration 37Q: 3 clusters Score -7925114 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 61183 members 
Entering Unmasked Estep 
Score: -7925151.500000 Penalty: 5481.988770
	Iteration 38Q: 3 clusters Score -7925152 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -7925196.500000 Penalty: 5481.988770
	Iteration 39Q: 3 clusters Score -7925196 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 61378 members 
Entering Unmasked Estep 
Score: -7925223.000000 Penalty: 5481.988770
	Iteration 40F: 3 clusters Score -7925223 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 61448 members 
Entering Unmasked Estep 
Score: -7925255.000000 Penalty: 5481.988770
	Iteration 41Q: 3 clusters Score -7925255 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 61497 members 
Entering Unmasked Estep 
Score: -7925278.000000 Penalty: 5481.988770
	Iteration 42Q: 3 clusters Score -7925278 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 61556 members 
Entering Unmasked Estep 
Score: -7925311.000000 Penalty: 5481.988770
	Iteration 43Q: 3 clusters Score -7925311 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 61601 members 
Entering Unmasked Estep 
Score: -7925330.500000 Penalty: 5481.988770
	Iteration 44Q: 3 clusters Score -7925330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 61639 members 
Entering Unmasked Estep 
Score: -7925347.500000 Penalty: 5481.988770
	Iteration 45Q: 3 clusters Score -7925348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 61682 members 
Entering Unmasked Estep 
Score: -7925360.500000 Penalty: 5481.988770
	Iteration 46Q: 3 clusters Score -7925360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 61720 members 
Entering Unmasked Estep 
Score: -7925376.500000 Penalty: 5481.988770
	Iteration 47Q: 3 clusters Score -7925376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 61747 members 
Entering Unmasked Estep 
Score: -7925394.000000 Penalty: 5481.988770
	Iteration 48Q: 3 clusters Score -7925394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 61770 members 
Entering Unmasked Estep 
Score: -7925396.500000 Penalty: 5481.988770
	Iteration 49Q: 3 clusters Score -7925396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 61786 members 
Entering Unmasked Estep 
Score: -7925403.500000 Penalty: 5481.988770
	Iteration 50Q: 3 clusters Score -7925404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 61795 members 
Entering Unmasked Estep 
Score: -7925411.000000 Penalty: 5481.988770
	Iteration 51Q: 3 clusters Score -7925411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 61805 members 
Entering Unmasked Estep 
Score: -7925414.000000 Penalty: 5481.988770
	Iteration 52Q: 3 clusters Score -7925414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 61816 members 
Entering Unmasked Estep 
Score: -7925420.000000 Penalty: 5481.988770
	Iteration 53Q: 3 clusters Score -7925420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 61828 members 
Entering Unmasked Estep 
Score: -7925427.000000 Penalty: 5481.988770
	Iteration 54Q: 3 clusters Score -7925427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 61833 members 
Entering Unmasked Estep 
Score: -7925430.500000 Penalty: 5481.988770
	Iteration 55Q: 3 clusters Score -7925430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 61838 members 
Entering Unmasked Estep 
Score: -7925434.500000 Penalty: 5481.988770
	Iteration 56Q: 3 clusters Score -7925434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 61839 members 
Entering Unmasked Estep 
Score: -7925436.000000 Penalty: 5481.988770
	Iteration 57Q: 3 clusters Score -7925436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 61841 members 
Entering Unmasked Estep 
Score: -7925427.500000 Penalty: 5481.988770
	Iteration 58Q: 3 clusters Score -7925428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 61845 members 
Entering Unmasked Estep 
Score: -7925439.000000 Penalty: 5481.988770
	Iteration 59Q: 3 clusters Score -7925439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 61852 members 
Entering Unmasked Estep 
Score: -7925441.000000 Penalty: 5481.988770
	Iteration 60F: 3 clusters Score -7925441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 61854 members 
Entering Unmasked Estep 
Score: -7925440.500000 Penalty: 5481.988770
	Iteration 61Q: 3 clusters Score -7925440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 61858 members 
Entering Unmasked Estep 
Score: -7925443.500000 Penalty: 5481.988770
	Iteration 62Q: 3 clusters Score -7925444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 61859 members 
Entering Unmasked Estep 
Score: -7925445.500000 Penalty: 5481.988770
	Iteration 63Q: 3 clusters Score -7925446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 61859 members 
Entering Unmasked Estep 
Score: -7925445.500000 Penalty: 5481.988770
	Iteration 64F: 3 clusters Score -7925446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Entering Unmasked Estep 
Score: -2773477.500000 Penalty: 2513.134521
	Iteration 0F: 2 clusters Score -2773478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2755954.000000 Penalty: 5026.269043
	Iteration 0F: 3 clusters Score -2755954 nChanged 11296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2762327.250000 Penalty: 5026.269043
	Iteration 1F: 3 clusters Score -2762327 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2763081.500000 Penalty: 5026.269043
	Iteration 2F: 3 clusters Score -2763082 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2763957.500000 Penalty: 5026.269043
	Iteration 3F: 3 clusters Score -2763958 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2764938.250000 Penalty: 5026.269043
	Iteration 4F: 3 clusters Score -2764938 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2765964.500000 Penalty: 5026.269043
	Iteration 5F: 3 clusters Score -2765964 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2767101.500000 Penalty: 5026.269043
	Iteration 6F: 3 clusters Score -2767102 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2768342.250000 Penalty: 5026.269043
	Iteration 7F: 3 clusters Score -2768342 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2769441.750000 Penalty: 5026.269043
	Iteration 8F: 3 clusters Score -2769442 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2770248.250000 Penalty: 5026.269043
	Iteration 9Q: 3 clusters Score -2770248 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2770820.750000 Penalty: 5026.269043
	Iteration 10Q: 3 clusters Score -2770821 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2771313.500000 Penalty: 5026.269043
	Iteration 11Q: 3 clusters Score -2771314 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2771662.250000 Penalty: 5026.269043
	Iteration 12Q: 3 clusters Score -2771662 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2771910.000000 Penalty: 5026.269043
	Iteration 13Q: 3 clusters Score -2771910 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2772088.500000 Penalty: 5026.269043
	Iteration 14Q: 3 clusters Score -2772088 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2772235.000000 Penalty: 5026.269043
	Iteration 15Q: 3 clusters Score -2772235 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2772332.500000 Penalty: 5026.269043
	Iteration 16Q: 3 clusters Score -2772332 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2772389.750000 Penalty: 5026.269043
	Iteration 17Q: 3 clusters Score -2772390 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2772414.750000 Penalty: 5026.269043
	Iteration 18Q: 3 clusters Score -2772415 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2772447.500000 Penalty: 5026.269043
	Iteration 19Q: 3 clusters Score -2772448 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2772480.250000 Penalty: 5026.269043
	Iteration 20F: 3 clusters Score -2772480 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2772488.750000 Penalty: 5026.269043
	Iteration 21Q: 3 clusters Score -2772489 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2772492.500000 Penalty: 5026.269043
	Iteration 22Q: 3 clusters Score -2772492 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2772504.000000 Penalty: 5026.269043
	Iteration 23Q: 3 clusters Score -2772504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2772514.750000 Penalty: 5026.269043
	Iteration 24Q: 3 clusters Score -2772515 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2772507.500000 Penalty: 5026.269043
	Iteration 25Q: 3 clusters Score -2772508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2772511.000000 Penalty: 5026.269043
	Iteration 26Q: 3 clusters Score -2772511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2772511.750000 Penalty: 5026.269043
	Iteration 27Q: 3 clusters Score -2772512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2772509.250000 Penalty: 5026.269043
	Iteration 28Q: 3 clusters Score -2772509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2772517.000000 Penalty: 5026.269043
	Iteration 29Q: 3 clusters Score -2772517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2772520.250000 Penalty: 5026.269043
	Iteration 30Q: 3 clusters Score -2772520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2772525.500000 Penalty: 5026.269043
	Iteration 31Q: 3 clusters Score -2772526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2772528.250000 Penalty: 5026.269043
	Iteration 32Q: 3 clusters Score -2772528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2772530.250000 Penalty: 5026.269043
	Iteration 33Q: 3 clusters Score -2772530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2772531.000000 Penalty: 5026.269043
	Iteration 34Q: 3 clusters Score -2772531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2772530.500000 Penalty: 5026.269043
	Iteration 35Q: 3 clusters Score -2772530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2772527.000000 Penalty: 5026.269043
	Iteration 36Q: 3 clusters Score -2772527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2772531.000000 Penalty: 5026.269043
	Iteration 37Q: 3 clusters Score -2772531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2772526.500000 Penalty: 5026.269043
	Iteration 38Q: 3 clusters Score -2772526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2772524.000000 Penalty: 5026.269043
	Iteration 39Q: 3 clusters Score -2772524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2772524.500000 Penalty: 5026.269043
	Iteration 40F: 3 clusters Score -2772524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2772527.000000 Penalty: 5026.269043
	Iteration 41Q: 3 clusters Score -2772527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2772525.250000 Penalty: 5026.269043
	Iteration 42Q: 3 clusters Score -2772525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2772527.250000 Penalty: 5026.269043
	Iteration 43Q: 3 clusters Score -2772527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2772528.750000 Penalty: 5026.269043
	Iteration 44Q: 3 clusters Score -2772529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2772534.750000 Penalty: 5026.269043
	Iteration 45Q: 3 clusters Score -2772535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2772537.250000 Penalty: 5026.269043
	Iteration 46Q: 3 clusters Score -2772537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2772540.750000 Penalty: 5026.269043
	Iteration 47Q: 3 clusters Score -2772541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2772536.250000 Penalty: 5026.269043
	Iteration 48Q: 3 clusters Score -2772536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2772537.250000 Penalty: 5026.269043
	Iteration 49Q: 3 clusters Score -2772537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2772538.000000 Penalty: 5026.269043
	Iteration 50Q: 3 clusters Score -2772538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2772539.000000 Penalty: 5026.269043
	Iteration 51Q: 3 clusters Score -2772539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2772541.500000 Penalty: 5026.269043
	Iteration 52Q: 3 clusters Score -2772542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2772541.000000 Penalty: 5026.269043
	Iteration 53Q: 3 clusters Score -2772541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2772541.000000 Penalty: 5026.269043
	Iteration 54Q: 3 clusters Score -2772541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2772538.500000 Penalty: 5026.269043
	Iteration 55Q: 3 clusters Score -2772538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2772539.000000 Penalty: 5026.269043
	Iteration 56Q: 3 clusters Score -2772539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2772536.250000 Penalty: 5026.269043
	Iteration 57Q: 3 clusters Score -2772536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2772537.500000 Penalty: 5026.269043
	Iteration 58Q: 3 clusters Score -2772538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2772540.000000 Penalty: 5026.269043
	Iteration 59Q: 3 clusters Score -2772540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2772543.000000 Penalty: 5026.269043
	Iteration 60F: 3 clusters Score -2772543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2772542.000000 Penalty: 5026.269043
	Iteration 61Q: 3 clusters Score -2772542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2772545.250000 Penalty: 5026.269043
	Iteration 62Q: 3 clusters Score -2772545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2772544.250000 Penalty: 5026.269043
	Iteration 63Q: 3 clusters Score -2772544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2772547.000000 Penalty: 5026.269043
	Iteration 64Q: 3 clusters Score -2772547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2772553.250000 Penalty: 5026.269043
	Iteration 65Q: 3 clusters Score -2772553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2772552.250000 Penalty: 5026.269043
	Iteration 66Q: 3 clusters Score -2772552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2772551.500000 Penalty: 5026.269043
	Iteration 67Q: 3 clusters Score -2772552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2772551.750000 Penalty: 5026.269043
	Iteration 68Q: 3 clusters Score -2772552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2772553.000000 Penalty: 5026.269043
	Iteration 69Q: 3 clusters Score -2772553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2772552.750000 Penalty: 5026.269043
	Iteration 70Q: 3 clusters Score -2772553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2772554.000000 Penalty: 5026.269043
	Iteration 71Q: 3 clusters Score -2772554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2772555.000000 Penalty: 5026.269043
	Iteration 72Q: 3 clusters Score -2772555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2772555.000000 Penalty: 5026.269043
	Iteration 73F: 3 clusters Score -2772555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -480378.343750 Penalty: 2063.953857
	Iteration 0F: 2 clusters Score -480378.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -476406.812500 Penalty: 4127.907715
	Iteration 0F: 3 clusters Score -476406.8 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -477295.875000 Penalty: 4127.907715
	Iteration 1F: 3 clusters Score -477295.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -477493.531250 Penalty: 4127.907715
	Iteration 2F: 3 clusters Score -477493.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -477609.968750 Penalty: 4127.907715
	Iteration 3F: 3 clusters Score -477610 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -477706.687500 Penalty: 4127.907715
	Iteration 4Q: 3 clusters Score -477706.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -477797.562500 Penalty: 4127.907715
	Iteration 5Q: 3 clusters Score -477797.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -477898.687500 Penalty: 4127.907715
	Iteration 6Q: 3 clusters Score -477898.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -478013.750000 Penalty: 4127.907715
	Iteration 7Q: 3 clusters Score -478013.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -478138.437500 Penalty: 4127.907715
	Iteration 8Q: 3 clusters Score -478138.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -478259.125000 Penalty: 4127.907715
	Iteration 9Q: 3 clusters Score -478259.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -478375.593750 Penalty: 4127.907715
	Iteration 10Q: 3 clusters Score -478375.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -478516.750000 Penalty: 4127.907715
	Iteration 11Q: 3 clusters Score -478516.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -478659.281250 Penalty: 4127.907715
	Iteration 12Q: 3 clusters Score -478659.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -478798.937500 Penalty: 4127.907715
	Iteration 13Q: 3 clusters Score -478798.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -478917.718750 Penalty: 4127.907715
	Iteration 14Q: 3 clusters Score -478917.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -479022.906250 Penalty: 4127.907715
	Iteration 15Q: 3 clusters Score -479022.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -479099.406250 Penalty: 4127.907715
	Iteration 16Q: 3 clusters Score -479099.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -479172.000000 Penalty: 4127.907715
	Iteration 17Q: 3 clusters Score -479172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -479235.312500 Penalty: 4127.907715
	Iteration 18Q: 3 clusters Score -479235.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -479283.531250 Penalty: 4127.907715
	Iteration 19Q: 3 clusters Score -479283.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -479309.968750 Penalty: 4127.907715
	Iteration 20F: 3 clusters Score -479310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -479330.437500 Penalty: 4127.907715
	Iteration 21Q: 3 clusters Score -479330.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -479345.000000 Penalty: 4127.907715
	Iteration 22Q: 3 clusters Score -479345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -479352.062500 Penalty: 4127.907715
	Iteration 23Q: 3 clusters Score -479352.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -479353.906250 Penalty: 4127.907715
	Iteration 24Q: 3 clusters Score -479353.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -479354.375000 Penalty: 4127.907715
	Iteration 25Q: 3 clusters Score -479354.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -479357.875000 Penalty: 4127.907715
	Iteration 26Q: 3 clusters Score -479357.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -479360.562500 Penalty: 4127.907715
	Iteration 27Q: 3 clusters Score -479360.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -479362.281250 Penalty: 4127.907715
	Iteration 28Q: 3 clusters Score -479362.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -479364.625000 Penalty: 4127.907715
	Iteration 29Q: 3 clusters Score -479364.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -479365.250000 Penalty: 4127.907715
	Iteration 30Q: 3 clusters Score -479365.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -479365.343750 Penalty: 4127.907715
	Iteration 31Q: 3 clusters Score -479365.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -479365.343750 Penalty: 4127.907715
	Iteration 32F: 3 clusters Score -479365.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Entering Unmasked Estep 
Score: -3943959.500000 Penalty: 2575.522949
	Iteration 0F: 2 clusters Score -3943960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -3921762.250000 Penalty: 5151.045898
	Iteration 0F: 3 clusters Score -3921762 nChanged 14730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -3929788.500000 Penalty: 5151.045898
	Iteration 1F: 3 clusters Score -3929788 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3930276.000000 Penalty: 5151.045898
	Iteration 2Q: 3 clusters Score -3930276 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -3930646.750000 Penalty: 5151.045898
	Iteration 3Q: 3 clusters Score -3930647 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -3930990.000000 Penalty: 5151.045898
	Iteration 4Q: 3 clusters Score -3930990 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -3931306.000000 Penalty: 5151.045898
	Iteration 5Q: 3 clusters Score -3931306 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -3931564.000000 Penalty: 5151.045898
	Iteration 6Q: 3 clusters Score -3931564 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -3931889.250000 Penalty: 5151.045898
	Iteration 7Q: 3 clusters Score -3931889 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -3932315.000000 Penalty: 5151.045898
	Iteration 8Q: 3 clusters Score -3932315 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -3932898.750000 Penalty: 5151.045898
	Iteration 9Q: 3 clusters Score -3932899 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -3933763.750000 Penalty: 5151.045898
	Iteration 10Q: 3 clusters Score -3933764 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -3934835.000000 Penalty: 5151.045898
	Iteration 11F: 3 clusters Score -3934835 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -3936098.250000 Penalty: 5151.045898
	Iteration 12F: 3 clusters Score -3936098 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3937528.250000 Penalty: 5151.045898
	Iteration 13F: 3 clusters Score -3937528 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -3938840.000000 Penalty: 5151.045898
	Iteration 14Q: 3 clusters Score -3938840 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -3939741.500000 Penalty: 5151.045898
	Iteration 15Q: 3 clusters Score -3939742 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -3940274.000000 Penalty: 5151.045898
	Iteration 16Q: 3 clusters Score -3940274 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -3940600.250000 Penalty: 5151.045898
	Iteration 17Q: 3 clusters Score -3940600 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -3940853.500000 Penalty: 5151.045898
	Iteration 18Q: 3 clusters Score -3940854 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -3941054.000000 Penalty: 5151.045898
	Iteration 19Q: 3 clusters Score -3941054 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -3941182.250000 Penalty: 5151.045898
	Iteration 20F: 3 clusters Score -3941182 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -3941307.000000 Penalty: 5151.045898
	Iteration 21Q: 3 clusters Score -3941307 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -3941389.250000 Penalty: 5151.045898
	Iteration 22Q: 3 clusters Score -3941389 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -3941445.000000 Penalty: 5151.045898
	Iteration 23Q: 3 clusters Score -3941445 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -3941507.750000 Penalty: 5151.045898
	Iteration 24Q: 3 clusters Score -3941508 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -3941537.000000 Penalty: 5151.045898
	Iteration 25Q: 3 clusters Score -3941537 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -3941588.000000 Penalty: 5151.045898
	Iteration 26Q: 3 clusters Score -3941588 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -3941611.500000 Penalty: 5151.045898
	Iteration 27Q: 3 clusters Score -3941612 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -3941631.750000 Penalty: 5151.045898
	Iteration 28Q: 3 clusters Score -3941632 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -3941646.250000 Penalty: 5151.045898
	Iteration 29Q: 3 clusters Score -3941646 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -3941665.500000 Penalty: 5151.045898
	Iteration 30Q: 3 clusters Score -3941666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -3941677.750000 Penalty: 5151.045898
	Iteration 31Q: 3 clusters Score -3941678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -3941689.250000 Penalty: 5151.045898
	Iteration 32Q: 3 clusters Score -3941689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -3941707.500000 Penalty: 5151.045898
	Iteration 33Q: 3 clusters Score -3941708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -3941705.750000 Penalty: 5151.045898
	Iteration 34Q: 3 clusters Score -3941706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -3941701.250000 Penalty: 5151.045898
	Iteration 35Q: 3 clusters Score -3941701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -3941707.250000 Penalty: 5151.045898
	Iteration 36Q: 3 clusters Score -3941707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -3941711.750000 Penalty: 5151.045898
	Iteration 37Q: 3 clusters Score -3941712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -3941719.500000 Penalty: 5151.045898
	Iteration 38Q: 3 clusters Score -3941720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -3941721.500000 Penalty: 5151.045898
	Iteration 39Q: 3 clusters Score -3941722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -3941719.500000 Penalty: 5151.045898
	Iteration 40F: 3 clusters Score -3941720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -3941726.250000 Penalty: 5151.045898
	Iteration 41Q: 3 clusters Score -3941726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -3941734.500000 Penalty: 5151.045898
	Iteration 42Q: 3 clusters Score -3941734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -3941730.750000 Penalty: 5151.045898
	Iteration 43Q: 3 clusters Score -3941731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -3941734.250000 Penalty: 5151.045898
	Iteration 44Q: 3 clusters Score -3941734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -3941733.750000 Penalty: 5151.045898
	Iteration 45Q: 3 clusters Score -3941734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -3941735.500000 Penalty: 5151.045898
	Iteration 46Q: 3 clusters Score -3941736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -3941738.750000 Penalty: 5151.045898
	Iteration 47Q: 3 clusters Score -3941739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -3941748.250000 Penalty: 5151.045898
	Iteration 48Q: 3 clusters Score -3941748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -3941753.500000 Penalty: 5151.045898
	Iteration 49Q: 3 clusters Score -3941754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -3941759.500000 Penalty: 5151.045898
	Iteration 50Q: 3 clusters Score -3941760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -3941764.250000 Penalty: 5151.045898
	Iteration 51Q: 3 clusters Score -3941764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -3941768.250000 Penalty: 5151.045898
	Iteration 52Q: 3 clusters Score -3941768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -3941764.500000 Penalty: 5151.045898
	Iteration 53Q: 3 clusters Score -3941764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -3941772.500000 Penalty: 5151.045898
	Iteration 54Q: 3 clusters Score -3941772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -3941773.500000 Penalty: 5151.045898
	Iteration 55Q: 3 clusters Score -3941774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -3941770.500000 Penalty: 5151.045898
	Iteration 56Q: 3 clusters Score -3941770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -3941777.750000 Penalty: 5151.045898
	Iteration 57Q: 3 clusters Score -3941778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -3941782.750000 Penalty: 5151.045898
	Iteration 58Q: 3 clusters Score -3941783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -3941785.250000 Penalty: 5151.045898
	Iteration 59Q: 3 clusters Score -3941785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -3941787.500000 Penalty: 5151.045898
	Iteration 60F: 3 clusters Score -3941788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -3941787.500000 Penalty: 5151.045898
	Iteration 61Q: 3 clusters Score -3941788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -3941789.000000 Penalty: 5151.045898
	Iteration 62Q: 3 clusters Score -3941789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -3941787.500000 Penalty: 5151.045898
	Iteration 63Q: 3 clusters Score -3941788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -3941787.500000 Penalty: 5151.045898
	Iteration 64F: 3 clusters Score -3941788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Entering Unmasked Estep 
Score: -1622036.375000 Penalty: 2359.415771
	Iteration 0F: 2 clusters Score -1622036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1612192.125000 Penalty: 4718.831543
	Iteration 0F: 3 clusters Score -1612192 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1615237.250000 Penalty: 4718.831543
	Iteration 1F: 3 clusters Score -1615237 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1615690.375000 Penalty: 4718.831543
	Iteration 2F: 3 clusters Score -1615690 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1616143.375000 Penalty: 4718.831543
	Iteration 3F: 3 clusters Score -1616143 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1616672.500000 Penalty: 4718.831543
	Iteration 4F: 3 clusters Score -1616672 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1617236.750000 Penalty: 4718.831543
	Iteration 5F: 3 clusters Score -1617237 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1617745.375000 Penalty: 4718.831543
	Iteration 6F: 3 clusters Score -1617745 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1618239.750000 Penalty: 4718.831543
	Iteration 7F: 3 clusters Score -1618240 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1618671.500000 Penalty: 4718.831543
	Iteration 8Q: 3 clusters Score -1618672 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1619016.375000 Penalty: 4718.831543
	Iteration 9Q: 3 clusters Score -1619016 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1619282.500000 Penalty: 4718.831543
	Iteration 10Q: 3 clusters Score -1619282 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1619491.375000 Penalty: 4718.831543
	Iteration 11Q: 3 clusters Score -1619491 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1619658.500000 Penalty: 4718.831543
	Iteration 12Q: 3 clusters Score -1619658 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1619765.625000 Penalty: 4718.831543
	Iteration 13Q: 3 clusters Score -1619766 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1619842.625000 Penalty: 4718.831543
	Iteration 14Q: 3 clusters Score -1619843 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1619904.625000 Penalty: 4718.831543
	Iteration 15Q: 3 clusters Score -1619905 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1619960.125000 Penalty: 4718.831543
	Iteration 16Q: 3 clusters Score -1619960 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1620001.375000 Penalty: 4718.831543
	Iteration 17Q: 3 clusters Score -1620001 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1620028.250000 Penalty: 4718.831543
	Iteration 18Q: 3 clusters Score -1620028 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1620061.625000 Penalty: 4718.831543
	Iteration 19Q: 3 clusters Score -1620062 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1620103.500000 Penalty: 4718.831543
	Iteration 20F: 3 clusters Score -1620104 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1620143.375000 Penalty: 4718.831543
	Iteration 21Q: 3 clusters Score -1620143 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1620179.000000 Penalty: 4718.831543
	Iteration 22Q: 3 clusters Score -1620179 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1620218.625000 Penalty: 4718.831543
	Iteration 23Q: 3 clusters Score -1620219 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1620250.750000 Penalty: 4718.831543
	Iteration 24Q: 3 clusters Score -1620251 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1620285.625000 Penalty: 4718.831543
	Iteration 25Q: 3 clusters Score -1620286 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1620306.750000 Penalty: 4718.831543
	Iteration 26Q: 3 clusters Score -1620307 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1620325.500000 Penalty: 4718.831543
	Iteration 27Q: 3 clusters Score -1620326 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1620351.250000 Penalty: 4718.831543
	Iteration 28Q: 3 clusters Score -1620351 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1620358.000000 Penalty: 4718.831543
	Iteration 29Q: 3 clusters Score -1620358 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1620380.125000 Penalty: 4718.831543
	Iteration 30Q: 3 clusters Score -1620380 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1620386.750000 Penalty: 4718.831543
	Iteration 31Q: 3 clusters Score -1620387 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1620401.250000 Penalty: 4718.831543
	Iteration 32Q: 3 clusters Score -1620401 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1620413.375000 Penalty: 4718.831543
	Iteration 33Q: 3 clusters Score -1620413 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1620433.625000 Penalty: 4718.831543
	Iteration 34Q: 3 clusters Score -1620434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1620440.000000 Penalty: 4718.831543
	Iteration 35Q: 3 clusters Score -1620440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1620451.125000 Penalty: 4718.831543
	Iteration 36Q: 3 clusters Score -1620451 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1620467.750000 Penalty: 4718.831543
	Iteration 37Q: 3 clusters Score -1620468 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1620487.750000 Penalty: 4718.831543
	Iteration 38Q: 3 clusters Score -1620488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1620497.750000 Penalty: 4718.831543
	Iteration 39Q: 3 clusters Score -1620498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1620504.000000 Penalty: 4718.831543
	Iteration 40F: 3 clusters Score -1620504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1620512.250000 Penalty: 4718.831543
	Iteration 41Q: 3 clusters Score -1620512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1620519.125000 Penalty: 4718.831543
	Iteration 42Q: 3 clusters Score -1620519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1620524.625000 Penalty: 4718.831543
	Iteration 43Q: 3 clusters Score -1620525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1620529.500000 Penalty: 4718.831543
	Iteration 44Q: 3 clusters Score -1620530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1620530.125000 Penalty: 4718.831543
	Iteration 45Q: 3 clusters Score -1620530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1620531.750000 Penalty: 4718.831543
	Iteration 46Q: 3 clusters Score -1620532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1620539.625000 Penalty: 4718.831543
	Iteration 47Q: 3 clusters Score -1620540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1620543.625000 Penalty: 4718.831543
	Iteration 48Q: 3 clusters Score -1620544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1620549.375000 Penalty: 4718.831543
	Iteration 49Q: 3 clusters Score -1620549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1620556.625000 Penalty: 4718.831543
	Iteration 50Q: 3 clusters Score -1620557 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1620566.000000 Penalty: 4718.831543
	Iteration 51Q: 3 clusters Score -1620566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1620578.750000 Penalty: 4718.831543
	Iteration 52Q: 3 clusters Score -1620579 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1620583.375000 Penalty: 4718.831543
	Iteration 53Q: 3 clusters Score -1620583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1620592.125000 Penalty: 4718.831543
	Iteration 54Q: 3 clusters Score -1620592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1620598.625000 Penalty: 4718.831543
	Iteration 55Q: 3 clusters Score -1620599 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1620608.125000 Penalty: 4718.831543
	Iteration 56Q: 3 clusters Score -1620608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1620614.125000 Penalty: 4718.831543
	Iteration 57Q: 3 clusters Score -1620614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1620623.750000 Penalty: 4718.831543
	Iteration 58Q: 3 clusters Score -1620624 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1620637.375000 Penalty: 4718.831543
	Iteration 59Q: 3 clusters Score -1620637 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1620649.750000 Penalty: 4718.831543
	Iteration 60F: 3 clusters Score -1620650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1620661.750000 Penalty: 4718.831543
	Iteration 61Q: 3 clusters Score -1620662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1620673.375000 Penalty: 4718.831543
	Iteration 62Q: 3 clusters Score -1620673 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1620679.625000 Penalty: 4718.831543
	Iteration 63Q: 3 clusters Score -1620680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1620687.625000 Penalty: 4718.831543
	Iteration 64Q: 3 clusters Score -1620688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1620692.875000 Penalty: 4718.831543
	Iteration 65Q: 3 clusters Score -1620693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1620698.125000 Penalty: 4718.831543
	Iteration 66Q: 3 clusters Score -1620698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1620701.250000 Penalty: 4718.831543
	Iteration 67Q: 3 clusters Score -1620701 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1620709.375000 Penalty: 4718.831543
	Iteration 68Q: 3 clusters Score -1620709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1620715.875000 Penalty: 4718.831543
	Iteration 69Q: 3 clusters Score -1620716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1620720.875000 Penalty: 4718.831543
	Iteration 70Q: 3 clusters Score -1620721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1620722.625000 Penalty: 4718.831543
	Iteration 71Q: 3 clusters Score -1620723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1620730.500000 Penalty: 4718.831543
	Iteration 72Q: 3 clusters Score -1620730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1620734.625000 Penalty: 4718.831543
	Iteration 73Q: 3 clusters Score -1620735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1620735.750000 Penalty: 4718.831543
	Iteration 74Q: 3 clusters Score -1620736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1620731.375000 Penalty: 4718.831543
	Iteration 75Q: 3 clusters Score -1620731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1620733.750000 Penalty: 4718.831543
	Iteration 76Q: 3 clusters Score -1620734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1620733.625000 Penalty: 4718.831543
	Iteration 77Q: 3 clusters Score -1620734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1620734.750000 Penalty: 4718.831543
	Iteration 78Q: 3 clusters Score -1620735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1620734.500000 Penalty: 4718.831543
	Iteration 79Q: 3 clusters Score -1620734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1620737.375000 Penalty: 4718.831543
	Iteration 80F: 3 clusters Score -1620737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1620739.250000 Penalty: 4718.831543
	Iteration 81Q: 3 clusters Score -1620739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1620737.750000 Penalty: 4718.831543
	Iteration 82Q: 3 clusters Score -1620738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1620738.375000 Penalty: 4718.831543
	Iteration 83Q: 3 clusters Score -1620738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1620737.125000 Penalty: 4718.831543
	Iteration 84Q: 3 clusters Score -1620737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1620738.375000 Penalty: 4718.831543
	Iteration 85Q: 3 clusters Score -1620738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1620739.125000 Penalty: 4718.831543
	Iteration 86Q: 3 clusters Score -1620739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1620740.625000 Penalty: 4718.831543
	Iteration 87Q: 3 clusters Score -1620741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1620743.375000 Penalty: 4718.831543
	Iteration 88Q: 3 clusters Score -1620743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1620743.375000 Penalty: 4718.831543
	Iteration 89Q: 3 clusters Score -1620743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1620745.500000 Penalty: 4718.831543
	Iteration 90Q: 3 clusters Score -1620746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1620742.375000 Penalty: 4718.831543
	Iteration 91Q: 3 clusters Score -1620742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1620741.875000 Penalty: 4718.831543
	Iteration 92Q: 3 clusters Score -1620742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1620743.125000 Penalty: 4718.831543
	Iteration 93Q: 3 clusters Score -1620743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1620746.625000 Penalty: 4718.831543
	Iteration 94Q: 3 clusters Score -1620747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1620746.875000 Penalty: 4718.831543
	Iteration 95Q: 3 clusters Score -1620747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1620748.750000 Penalty: 4718.831543
	Iteration 96Q: 3 clusters Score -1620749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1620747.500000 Penalty: 4718.831543
	Iteration 97Q: 3 clusters Score -1620748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1620753.000000 Penalty: 4718.831543
	Iteration 98Q: 3 clusters Score -1620753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1620753.750000 Penalty: 4718.831543
	Iteration 99Q: 3 clusters Score -1620754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1620759.500000 Penalty: 4718.831543
	Iteration 100F: 3 clusters Score -1620760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1620759.125000 Penalty: 4718.831543
	Iteration 101Q: 3 clusters Score -1620759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1620763.250000 Penalty: 4718.831543
	Iteration 102Q: 3 clusters Score -1620763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1620764.625000 Penalty: 4718.831543
	Iteration 103Q: 3 clusters Score -1620765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1620762.750000 Penalty: 4718.831543
	Iteration 104Q: 3 clusters Score -1620763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1620763.500000 Penalty: 4718.831543
	Iteration 105Q: 3 clusters Score -1620764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1620764.250000 Penalty: 4718.831543
	Iteration 106Q: 3 clusters Score -1620764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1620765.250000 Penalty: 4718.831543
	Iteration 107Q: 3 clusters Score -1620765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1620761.375000 Penalty: 4718.831543
	Iteration 108Q: 3 clusters Score -1620761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1620761.875000 Penalty: 4718.831543
	Iteration 109Q: 3 clusters Score -1620762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1620760.500000 Penalty: 4718.831543
	Iteration 110Q: 3 clusters Score -1620760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1620760.500000 Penalty: 4718.831543
	Iteration 111F: 3 clusters Score -1620760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Entering Unmasked Estep 
Score: -441190.218750 Penalty: 2086.409912
	Iteration 0F: 2 clusters Score -441190.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -437009.906250 Penalty: 4172.819824
	Iteration 0F: 3 clusters Score -437009.9 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -438051.093750 Penalty: 4172.819824
	Iteration 1F: 3 clusters Score -438051.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -438362.187500 Penalty: 4172.819824
	Iteration 2F: 3 clusters Score -438362.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -438624.875000 Penalty: 4172.819824
	Iteration 3F: 3 clusters Score -438624.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -438903.593750 Penalty: 4172.819824
	Iteration 4F: 3 clusters Score -438903.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -439275.968750 Penalty: 4172.819824
	Iteration 5F: 3 clusters Score -439276 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -439844.468750 Penalty: 4172.819824
	Iteration 6F: 3 clusters Score -439844.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -440346.812500 Penalty: 4172.819824
	Iteration 7F: 3 clusters Score -440346.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -440714.468750 Penalty: 4172.819824
	Iteration 8F: 3 clusters Score -440714.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -440942.750000 Penalty: 4172.819824
	Iteration 9Q: 3 clusters Score -440942.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -441087.718750 Penalty: 4172.819824
	Iteration 10Q: 3 clusters Score -441087.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -441206.375000 Penalty: 4172.819824
	Iteration 11Q: 3 clusters Score -441206.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -441278.468750 Penalty: 4172.819824
	Iteration 12Q: 3 clusters Score -441278.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -441326.718750 Penalty: 4172.819824
	Iteration 13Q: 3 clusters Score -441326.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -441369.906250 Penalty: 4172.819824
	Iteration 14Q: 3 clusters Score -441369.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -441405.593750 Penalty: 4172.819824
	Iteration 15Q: 3 clusters Score -441405.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -441454.281250 Penalty: 4172.819824
	Iteration 16Q: 3 clusters Score -441454.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -441498.968750 Penalty: 4172.819824
	Iteration 17Q: 3 clusters Score -441499 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -441538.968750 Penalty: 4172.819824
	Iteration 18Q: 3 clusters Score -441539 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -441573.468750 Penalty: 4172.819824
	Iteration 19Q: 3 clusters Score -441573.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -441606.750000 Penalty: 4172.819824
	Iteration 20F: 3 clusters Score -441606.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -441652.125000 Penalty: 4172.819824
	Iteration 21Q: 3 clusters Score -441652.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -441685.218750 Penalty: 4172.819824
	Iteration 22Q: 3 clusters Score -441685.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -441706.437500 Penalty: 4172.819824
	Iteration 23Q: 3 clusters Score -441706.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -441732.625000 Penalty: 4172.819824
	Iteration 24Q: 3 clusters Score -441732.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -441740.281250 Penalty: 4172.819824
	Iteration 25Q: 3 clusters Score -441740.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -441747.656250 Penalty: 4172.819824
	Iteration 26Q: 3 clusters Score -441747.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -441755.000000 Penalty: 4172.819824
	Iteration 27Q: 3 clusters Score -441755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -441764.187500 Penalty: 4172.819824
	Iteration 28Q: 3 clusters Score -441764.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -441772.812500 Penalty: 4172.819824
	Iteration 29Q: 3 clusters Score -441772.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -441778.312500 Penalty: 4172.819824
	Iteration 30Q: 3 clusters Score -441778.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -441781.687500 Penalty: 4172.819824
	Iteration 31Q: 3 clusters Score -441781.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -441782.562500 Penalty: 4172.819824
	Iteration 32Q: 3 clusters Score -441782.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -441782.843750 Penalty: 4172.819824
	Iteration 33Q: 3 clusters Score -441782.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -441783.875000 Penalty: 4172.819824
	Iteration 34Q: 3 clusters Score -441783.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -441785.593750 Penalty: 4172.819824
	Iteration 35Q: 3 clusters Score -441785.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -441786.187500 Penalty: 4172.819824
	Iteration 36Q: 3 clusters Score -441786.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -441786.187500 Penalty: 4172.819824
	Iteration 37F: 3 clusters Score -441786.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 186 members 
Mstep: Class 3 contains 122372 members 
Mstep: Class 4 contains 22210 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3924 members 
Mstep: Class 7 contains 17176 members 
Mstep: Class 8 contains 321275 members 
Mstep: Class 9 contains 63095 members 
Mstep: Class 10 contains 25175 members 
Mstep: Class 11 contains 4115 members 
Mstep: Class 12 contains 32376 members 
Mstep: Class 13 contains 13545 members 
Mstep: Class 14 contains 2387 members 
Mstep: Class 15 contains 202184 members 
Mstep: Class 16 contains 77731 members 
Mstep: Class 17 contains 265562 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 1309 members 
Mstep: Class 20 contains 30672 members 
Mstep: Class 21 contains 3219 members 
Mstep: Class 22 contains 20924 members 
Mstep: Class 23 contains 12744 members 
Mstep: Class 24 contains 21207 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 2118 members 
Entering Unmasked Estep 
Score: -154557056.000000 Penalty: 94130.875000
Splitting cluster 14 changes total score from -154557216.000000 to -154557056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (202184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202184 members 
Entering Unmasked Estep 
Score: -25301324.000000 Penalty: 3029.799561
	Iteration 0F: 2 clusters Score -2.530132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101138 members 
Mstep: Class 2 contains 101046 members 
Entering Unmasked Estep 
Score: -25173084.000000 Penalty: 6059.599121
	Iteration 0F: 3 clusters Score -2.517308e+07 nChanged 97202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102954 members 
Mstep: Class 2 contains 99230 members 
Entering Unmasked Estep 
Score: -25231754.000000 Penalty: 6059.599121
	Iteration 1F: 3 clusters Score -2.523175e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103927 members 
Mstep: Class 2 contains 98257 members 
Entering Unmasked Estep 
Score: -25234402.000000 Penalty: 6059.599121
	Iteration 2Q: 3 clusters Score -2.52344e+07 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105087 members 
Mstep: Class 2 contains 97097 members 
Entering Unmasked Estep 
Score: -25238872.000000 Penalty: 6059.599121
	Iteration 3Q: 3 clusters Score -2.523887e+07 nChanged 10801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106356 members 
Mstep: Class 2 contains 95828 members 
Entering Unmasked Estep 
Score: -25244764.000000 Penalty: 6059.599121
	Iteration 4F: 3 clusters Score -2.524476e+07 nChanged 12380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107468 members 
Mstep: Class 2 contains 94716 members 
Entering Unmasked Estep 
Score: -25252880.000000 Penalty: 6059.599121
	Iteration 5F: 3 clusters Score -2.525288e+07 nChanged 13367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108009 members 
Mstep: Class 2 contains 94175 members 
Entering Unmasked Estep 
Score: -25262016.000000 Penalty: 6059.599121
	Iteration 6F: 3 clusters Score -2.526202e+07 nChanged 13080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108023 members 
Mstep: Class 2 contains 94161 members 
Entering Unmasked Estep 
Score: -25270672.000000 Penalty: 6059.599121
	Iteration 7F: 3 clusters Score -2.527067e+07 nChanged 10686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107781 members 
Mstep: Class 2 contains 94403 members 
Entering Unmasked Estep 
Score: -25275748.000000 Penalty: 6059.599121
	Iteration 8F: 3 clusters Score -2.527575e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107791 members 
Mstep: Class 2 contains 94393 members 
Entering Unmasked Estep 
Score: -25278310.000000 Penalty: 6059.599121
	Iteration 9Q: 3 clusters Score -2.527831e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107996 members 
Mstep: Class 2 contains 94188 members 
Entering Unmasked Estep 
Score: -25279570.000000 Penalty: 6059.599121
	Iteration 10Q: 3 clusters Score -2.527957e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108240 members 
Mstep: Class 2 contains 93944 members 
Entering Unmasked Estep 
Score: -25280440.000000 Penalty: 6059.599121
	Iteration 11Q: 3 clusters Score -2.528044e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108450 members 
Mstep: Class 2 contains 93734 members 
Entering Unmasked Estep 
Score: -25281052.000000 Penalty: 6059.599121
	Iteration 12Q: 3 clusters Score -2.528105e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108659 members 
Mstep: Class 2 contains 93525 members 
Entering Unmasked Estep 
Score: -25281382.000000 Penalty: 6059.599121
	Iteration 13Q: 3 clusters Score -2.528138e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108920 members 
Mstep: Class 2 contains 93264 members 
Entering Unmasked Estep 
Score: -25281958.000000 Penalty: 6059.599121
	Iteration 14Q: 3 clusters Score -2.528196e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109175 members 
Mstep: Class 2 contains 93009 members 
Entering Unmasked Estep 
Score: -25282454.000000 Penalty: 6059.599121
	Iteration 15Q: 3 clusters Score -2.528245e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109420 members 
Mstep: Class 2 contains 92764 members 
Entering Unmasked Estep 
Score: -25282938.000000 Penalty: 6059.599121
	Iteration 16Q: 3 clusters Score -2.528294e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109657 members 
Mstep: Class 2 contains 92527 members 
Entering Unmasked Estep 
Score: -25283468.000000 Penalty: 6059.599121
	Iteration 17Q: 3 clusters Score -2.528347e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109843 members 
Mstep: Class 2 contains 92341 members 
Entering Unmasked Estep 
Score: -25283832.000000 Penalty: 6059.599121
	Iteration 18Q: 3 clusters Score -2.528383e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110024 members 
Mstep: Class 2 contains 92160 members 
Entering Unmasked Estep 
Score: -25284340.000000 Penalty: 6059.599121
	Iteration 19Q: 3 clusters Score -2.528434e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110210 members 
Mstep: Class 2 contains 91974 members 
Entering Unmasked Estep 
Score: -25284738.000000 Penalty: 6059.599121
	Iteration 20F: 3 clusters Score -2.528474e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110384 members 
Mstep: Class 2 contains 91800 members 
Entering Unmasked Estep 
Score: -25284974.000000 Penalty: 6059.599121
	Iteration 21Q: 3 clusters Score -2.528497e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110440 members 
Mstep: Class 2 contains 91744 members 
Entering Unmasked Estep 
Score: -25285362.000000 Penalty: 6059.599121
	Iteration 22Q: 3 clusters Score -2.528536e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110443 members 
Mstep: Class 2 contains 91741 members 
Entering Unmasked Estep 
Score: -25285742.000000 Penalty: 6059.599121
	Iteration 23Q: 3 clusters Score -2.528574e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110463 members 
Mstep: Class 2 contains 91721 members 
Entering Unmasked Estep 
Score: -25285986.000000 Penalty: 6059.599121
	Iteration 24Q: 3 clusters Score -2.528599e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110463 members 
Mstep: Class 2 contains 91721 members 
Entering Unmasked Estep 
Score: -25286282.000000 Penalty: 6059.599121
	Iteration 25Q: 3 clusters Score -2.528628e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110394 members 
Mstep: Class 2 contains 91790 members 
Entering Unmasked Estep 
Score: -25286650.000000 Penalty: 6059.599121
	Iteration 26Q: 3 clusters Score -2.528665e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110433 members 
Mstep: Class 2 contains 91751 members 
Entering Unmasked Estep 
Score: -25287010.000000 Penalty: 6059.599121
	Iteration 27Q: 3 clusters Score -2.528701e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110468 members 
Mstep: Class 2 contains 91716 members 
Entering Unmasked Estep 
Score: -25287350.000000 Penalty: 6059.599121
	Iteration 28Q: 3 clusters Score -2.528735e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110493 members 
Mstep: Class 2 contains 91691 members 
Entering Unmasked Estep 
Score: -25287542.000000 Penalty: 6059.599121
	Iteration 29Q: 3 clusters Score -2.528754e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110554 members 
Mstep: Class 2 contains 91630 members 
Entering Unmasked Estep 
Score: -25287710.000000 Penalty: 6059.599121
	Iteration 30Q: 3 clusters Score -2.528771e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110620 members 
Mstep: Class 2 contains 91564 members 
Entering Unmasked Estep 
Score: -25287986.000000 Penalty: 6059.599121
	Iteration 31Q: 3 clusters Score -2.528799e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110648 members 
Mstep: Class 2 contains 91536 members 
Entering Unmasked Estep 
Score: -25288234.000000 Penalty: 6059.599121
	Iteration 32Q: 3 clusters Score -2.528823e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110698 members 
Mstep: Class 2 contains 91486 members 
Entering Unmasked Estep 
Score: -25288480.000000 Penalty: 6059.599121
	Iteration 33Q: 3 clusters Score -2.528848e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110860 members 
Mstep: Class 2 contains 91324 members 
Entering Unmasked Estep 
Score: -25288644.000000 Penalty: 6059.599121
	Iteration 34Q: 3 clusters Score -2.528864e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111057 members 
Mstep: Class 2 contains 91127 members 
Entering Unmasked Estep 
Score: -25288824.000000 Penalty: 6059.599121
	Iteration 35Q: 3 clusters Score -2.528882e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111234 members 
Mstep: Class 2 contains 90950 members 
Entering Unmasked Estep 
Score: -25288928.000000 Penalty: 6059.599121
	Iteration 36Q: 3 clusters Score -2.528893e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111426 members 
Mstep: Class 2 contains 90758 members 
Entering Unmasked Estep 
Score: -25289052.000000 Penalty: 6059.599121
	Iteration 37Q: 3 clusters Score -2.528905e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111622 members 
Mstep: Class 2 contains 90562 members 
Entering Unmasked Estep 
Score: -25289108.000000 Penalty: 6059.599121
	Iteration 38Q: 3 clusters Score -2.528911e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111818 members 
Mstep: Class 2 contains 90366 members 
Entering Unmasked Estep 
Score: -25289146.000000 Penalty: 6059.599121
	Iteration 39Q: 3 clusters Score -2.528915e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112003 members 
Mstep: Class 2 contains 90181 members 
Entering Unmasked Estep 
Score: -25289214.000000 Penalty: 6059.599121
	Iteration 40F: 3 clusters Score -2.528921e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112179 members 
Mstep: Class 2 contains 90005 members 
Entering Unmasked Estep 
Score: -25289222.000000 Penalty: 6059.599121
	Iteration 41Q: 3 clusters Score -2.528922e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112384 members 
Mstep: Class 2 contains 89800 members 
Entering Unmasked Estep 
Score: -25289322.000000 Penalty: 6059.599121
	Iteration 42Q: 3 clusters Score -2.528932e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112624 members 
Mstep: Class 2 contains 89560 members 
Entering Unmasked Estep 
Score: -25289418.000000 Penalty: 6059.599121
	Iteration 43Q: 3 clusters Score -2.528942e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112878 members 
Mstep: Class 2 contains 89306 members 
Entering Unmasked Estep 
Score: -25289444.000000 Penalty: 6059.599121
	Iteration 44Q: 3 clusters Score -2.528944e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113131 members 
Mstep: Class 2 contains 89053 members 
Entering Unmasked Estep 
Score: -25289486.000000 Penalty: 6059.599121
	Iteration 45Q: 3 clusters Score -2.528949e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113432 members 
Mstep: Class 2 contains 88752 members 
Entering Unmasked Estep 
Score: -25289480.000000 Penalty: 6059.599121
	Iteration 46Q: 3 clusters Score -2.528948e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113716 members 
Mstep: Class 2 contains 88468 members 
Entering Unmasked Estep 
Score: -25289554.000000 Penalty: 6059.599121
	Iteration 47Q: 3 clusters Score -2.528955e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114009 members 
Mstep: Class 2 contains 88175 members 
Entering Unmasked Estep 
Score: -25289634.000000 Penalty: 6059.599121
	Iteration 48Q: 3 clusters Score -2.528963e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114307 members 
Mstep: Class 2 contains 87877 members 
Entering Unmasked Estep 
Score: -25289654.000000 Penalty: 6059.599121
	Iteration 49Q: 3 clusters Score -2.528965e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114617 members 
Mstep: Class 2 contains 87567 members 
Entering Unmasked Estep 
Score: -25289712.000000 Penalty: 6059.599121
	Iteration 50Q: 3 clusters Score -2.528971e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114954 members 
Mstep: Class 2 contains 87230 members 
Entering Unmasked Estep 
Score: -25289650.000000 Penalty: 6059.599121
	Iteration 51Q: 3 clusters Score -2.528965e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115300 members 
Mstep: Class 2 contains 86884 members 
Entering Unmasked Estep 
Score: -25289662.000000 Penalty: 6059.599121
	Iteration 52Q: 3 clusters Score -2.528966e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115675 members 
Mstep: Class 2 contains 86509 members 
Entering Unmasked Estep 
Score: -25289700.000000 Penalty: 6059.599121
	Iteration 53Q: 3 clusters Score -2.52897e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116078 members 
Mstep: Class 2 contains 86106 members 
Entering Unmasked Estep 
Score: -25289702.000000 Penalty: 6059.599121
	Iteration 54Q: 3 clusters Score -2.52897e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116513 members 
Mstep: Class 2 contains 85671 members 
Entering Unmasked Estep 
Score: -25289656.000000 Penalty: 6059.599121
	Iteration 55Q: 3 clusters Score -2.528966e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116944 members 
Mstep: Class 2 contains 85240 members 
Entering Unmasked Estep 
Score: -25289632.000000 Penalty: 6059.599121
	Iteration 56Q: 3 clusters Score -2.528963e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117372 members 
Mstep: Class 2 contains 84812 members 
Entering Unmasked Estep 
Score: -25289670.000000 Penalty: 6059.599121
	Iteration 57Q: 3 clusters Score -2.528967e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117824 members 
Mstep: Class 2 contains 84360 members 
Entering Unmasked Estep 
Score: -25289710.000000 Penalty: 6059.599121
	Iteration 58Q: 3 clusters Score -2.528971e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118300 members 
Mstep: Class 2 contains 83884 members 
Entering Unmasked Estep 
Score: -25289760.000000 Penalty: 6059.599121
	Iteration 59Q: 3 clusters Score -2.528976e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118815 members 
Mstep: Class 2 contains 83369 members 
Entering Unmasked Estep 
Score: -25289804.000000 Penalty: 6059.599121
	Iteration 60F: 3 clusters Score -2.52898e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119325 members 
Mstep: Class 2 contains 82859 members 
Entering Unmasked Estep 
Score: -25289820.000000 Penalty: 6059.599121
	Iteration 61Q: 3 clusters Score -2.528982e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119867 members 
Mstep: Class 2 contains 82317 members 
Entering Unmasked Estep 
Score: -25289850.000000 Penalty: 6059.599121
	Iteration 62Q: 3 clusters Score -2.528985e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120381 members 
Mstep: Class 2 contains 81803 members 
Entering Unmasked Estep 
Score: -25289894.000000 Penalty: 6059.599121
	Iteration 63Q: 3 clusters Score -2.528989e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120968 members 
Mstep: Class 2 contains 81216 members 
Entering Unmasked Estep 
Score: -25289914.000000 Penalty: 6059.599121
	Iteration 64Q: 3 clusters Score -2.528991e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121591 members 
Mstep: Class 2 contains 80593 members 
Entering Unmasked Estep 
Score: -25290036.000000 Penalty: 6059.599121
	Iteration 65Q: 3 clusters Score -2.529004e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122203 members 
Mstep: Class 2 contains 79981 members 
Entering Unmasked Estep 
Score: -25290102.000000 Penalty: 6059.599121
	Iteration 66Q: 3 clusters Score -2.52901e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122861 members 
Mstep: Class 2 contains 79323 members 
Entering Unmasked Estep 
Score: -25290082.000000 Penalty: 6059.599121
	Iteration 67Q: 3 clusters Score -2.529008e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123530 members 
Mstep: Class 2 contains 78654 members 
Entering Unmasked Estep 
Score: -25290134.000000 Penalty: 6059.599121
	Iteration 68Q: 3 clusters Score -2.529013e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124256 members 
Mstep: Class 2 contains 77928 members 
Entering Unmasked Estep 
Score: -25290216.000000 Penalty: 6059.599121
	Iteration 69Q: 3 clusters Score -2.529022e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125042 members 
Mstep: Class 2 contains 77142 members 
Entering Unmasked Estep 
Score: -25290334.000000 Penalty: 6059.599121
	Iteration 70Q: 3 clusters Score -2.529033e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125872 members 
Mstep: Class 2 contains 76312 members 
Entering Unmasked Estep 
Score: -25290262.000000 Penalty: 6059.599121
	Iteration 71Q: 3 clusters Score -2.529026e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126684 members 
Mstep: Class 2 contains 75500 members 
Entering Unmasked Estep 
Score: -25290408.000000 Penalty: 6059.599121
	Iteration 72Q: 3 clusters Score -2.529041e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127493 members 
Mstep: Class 2 contains 74691 members 
Entering Unmasked Estep 
Score: -25290458.000000 Penalty: 6059.599121
	Iteration 73Q: 3 clusters Score -2.529046e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128350 members 
Mstep: Class 2 contains 73834 members 
Entering Unmasked Estep 
Score: -25290556.000000 Penalty: 6059.599121
	Iteration 74Q: 3 clusters Score -2.529056e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129171 members 
Mstep: Class 2 contains 73013 members 
Entering Unmasked Estep 
Score: -25290568.000000 Penalty: 6059.599121
	Iteration 75Q: 3 clusters Score -2.529057e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129963 members 
Mstep: Class 2 contains 72221 members 
Entering Unmasked Estep 
Score: -25290664.000000 Penalty: 6059.599121
	Iteration 76Q: 3 clusters Score -2.529066e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130756 members 
Mstep: Class 2 contains 71428 members 
Entering Unmasked Estep 
Score: -25290750.000000 Penalty: 6059.599121
	Iteration 77Q: 3 clusters Score -2.529075e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131573 members 
Mstep: Class 2 contains 70611 members 
Entering Unmasked Estep 
Score: -25290814.000000 Penalty: 6059.599121
	Iteration 78Q: 3 clusters Score -2.529081e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132438 members 
Mstep: Class 2 contains 69746 members 
Entering Unmasked Estep 
Score: -25290918.000000 Penalty: 6059.599121
	Iteration 79Q: 3 clusters Score -2.529092e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133373 members 
Mstep: Class 2 contains 68811 members 
Entering Unmasked Estep 
Score: -25290992.000000 Penalty: 6059.599121
	Iteration 80F: 3 clusters Score -2.529099e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134302 members 
Mstep: Class 2 contains 67882 members 
Entering Unmasked Estep 
Score: -25291078.000000 Penalty: 6059.599121
	Iteration 81Q: 3 clusters Score -2.529108e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135240 members 
Mstep: Class 2 contains 66944 members 
Entering Unmasked Estep 
Score: -25291174.000000 Penalty: 6059.599121
	Iteration 82Q: 3 clusters Score -2.529117e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136155 members 
Mstep: Class 2 contains 66029 members 
Entering Unmasked Estep 
Score: -25291220.000000 Penalty: 6059.599121
	Iteration 83Q: 3 clusters Score -2.529122e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137113 members 
Mstep: Class 2 contains 65071 members 
Entering Unmasked Estep 
Score: -25291336.000000 Penalty: 6059.599121
	Iteration 84Q: 3 clusters Score -2.529134e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138097 members 
Mstep: Class 2 contains 64087 members 
Entering Unmasked Estep 
Score: -25291456.000000 Penalty: 6059.599121
	Iteration 85Q: 3 clusters Score -2.529146e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139109 members 
Mstep: Class 2 contains 63075 members 
Entering Unmasked Estep 
Score: -25291530.000000 Penalty: 6059.599121
	Iteration 86Q: 3 clusters Score -2.529153e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140111 members 
Mstep: Class 2 contains 62073 members 
Entering Unmasked Estep 
Score: -25291634.000000 Penalty: 6059.599121
	Iteration 87Q: 3 clusters Score -2.529163e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141115 members 
Mstep: Class 2 contains 61069 members 
Entering Unmasked Estep 
Score: -25291824.000000 Penalty: 6059.599121
	Iteration 88Q: 3 clusters Score -2.529182e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142176 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -25291940.000000 Penalty: 6059.599121
	Iteration 89Q: 3 clusters Score -2.529194e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143247 members 
Mstep: Class 2 contains 58937 members 
Entering Unmasked Estep 
Score: -25292056.000000 Penalty: 6059.599121
	Iteration 90Q: 3 clusters Score -2.529206e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144339 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -25292234.000000 Penalty: 6059.599121
	Iteration 91Q: 3 clusters Score -2.529223e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145420 members 
Mstep: Class 2 contains 56764 members 
Entering Unmasked Estep 
Score: -25292394.000000 Penalty: 6059.599121
	Iteration 92Q: 3 clusters Score -2.529239e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146566 members 
Mstep: Class 2 contains 55618 members 
Entering Unmasked Estep 
Score: -25292582.000000 Penalty: 6059.599121
	Iteration 93Q: 3 clusters Score -2.529258e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147752 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -25292632.000000 Penalty: 6059.599121
	Iteration 94Q: 3 clusters Score -2.529263e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148982 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -25292804.000000 Penalty: 6059.599121
	Iteration 95Q: 3 clusters Score -2.52928e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150265 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -25292984.000000 Penalty: 6059.599121
	Iteration 96Q: 3 clusters Score -2.529298e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151609 members 
Mstep: Class 2 contains 50575 members 
Entering Unmasked Estep 
Score: -25293200.000000 Penalty: 6059.599121
	Iteration 97Q: 3 clusters Score -2.52932e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152941 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -25293370.000000 Penalty: 6059.599121
	Iteration 98Q: 3 clusters Score -2.529337e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154294 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -25293618.000000 Penalty: 6059.599121
	Iteration 99Q: 3 clusters Score -2.529362e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155601 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -25293826.000000 Penalty: 6059.599121
	Iteration 100F: 3 clusters Score -2.529383e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156853 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -25294010.000000 Penalty: 6059.599121
	Iteration 101Q: 3 clusters Score -2.529401e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158069 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -25294202.000000 Penalty: 6059.599121
	Iteration 102Q: 3 clusters Score -2.52942e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159267 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -25294328.000000 Penalty: 6059.599121
	Iteration 103Q: 3 clusters Score -2.529433e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160427 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -25294440.000000 Penalty: 6059.599121
	Iteration 104Q: 3 clusters Score -2.529444e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161594 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -25294608.000000 Penalty: 6059.599121
	Iteration 105Q: 3 clusters Score -2.529461e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162734 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -25294766.000000 Penalty: 6059.599121
	Iteration 106Q: 3 clusters Score -2.529477e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163860 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -25294846.000000 Penalty: 6059.599121
	Iteration 107Q: 3 clusters Score -2.529485e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164936 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -25295068.000000 Penalty: 6059.599121
	Iteration 108Q: 3 clusters Score -2.529507e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166022 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -25295148.000000 Penalty: 6059.599121
	Iteration 109Q: 3 clusters Score -2.529515e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166991 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -25295274.000000 Penalty: 6059.599121
	Iteration 110Q: 3 clusters Score -2.529527e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167969 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -25295422.000000 Penalty: 6059.599121
	Iteration 111Q: 3 clusters Score -2.529542e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168957 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -25295428.000000 Penalty: 6059.599121
	Iteration 112Q: 3 clusters Score -2.529543e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169983 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -25295548.000000 Penalty: 6059.599121
	Iteration 113Q: 3 clusters Score -2.529555e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171022 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -25295720.000000 Penalty: 6059.599121
	Iteration 114Q: 3 clusters Score -2.529572e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172053 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -25295816.000000 Penalty: 6059.599121
	Iteration 115Q: 3 clusters Score -2.529582e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173091 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -25295894.000000 Penalty: 6059.599121
	Iteration 116Q: 3 clusters Score -2.529589e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174087 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -25295990.000000 Penalty: 6059.599121
	Iteration 117Q: 3 clusters Score -2.529599e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175017 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -25296128.000000 Penalty: 6059.599121
	Iteration 118Q: 3 clusters Score -2.529613e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175976 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -25296180.000000 Penalty: 6059.599121
	Iteration 119Q: 3 clusters Score -2.529618e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176847 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -25296172.000000 Penalty: 6059.599121
	Iteration 120F: 3 clusters Score -2.529617e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177662 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -25296288.000000 Penalty: 6059.599121
	Iteration 121Q: 3 clusters Score -2.529629e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178451 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -25296400.000000 Penalty: 6059.599121
	Iteration 122Q: 3 clusters Score -2.52964e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179246 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -25296432.000000 Penalty: 6059.599121
	Iteration 123Q: 3 clusters Score -2.529643e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180008 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -25296636.000000 Penalty: 6059.599121
	Iteration 124Q: 3 clusters Score -2.529664e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180753 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -25296688.000000 Penalty: 6059.599121
	Iteration 125Q: 3 clusters Score -2.529669e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181472 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -25296738.000000 Penalty: 6059.599121
	Iteration 126Q: 3 clusters Score -2.529674e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182169 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -25296760.000000 Penalty: 6059.599121
	Iteration 127Q: 3 clusters Score -2.529676e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182870 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -25296780.000000 Penalty: 6059.599121
	Iteration 128Q: 3 clusters Score -2.529678e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183580 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -25296874.000000 Penalty: 6059.599121
	Iteration 129Q: 3 clusters Score -2.529687e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184263 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -25296886.000000 Penalty: 6059.599121
	Iteration 130Q: 3 clusters Score -2.529689e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184937 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -25297000.000000 Penalty: 6059.599121
	Iteration 131Q: 3 clusters Score -2.5297e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185551 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -25297122.000000 Penalty: 6059.599121
	Iteration 132Q: 3 clusters Score -2.529712e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186121 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -25297146.000000 Penalty: 6059.599121
	Iteration 133Q: 3 clusters Score -2.529715e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186692 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -25297210.000000 Penalty: 6059.599121
	Iteration 134Q: 3 clusters Score -2.529721e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187244 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -25297296.000000 Penalty: 6059.599121
	Iteration 135Q: 3 clusters Score -2.52973e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187802 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -25297480.000000 Penalty: 6059.599121
	Iteration 136Q: 3 clusters Score -2.529748e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188319 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -25297520.000000 Penalty: 6059.599121
	Iteration 137Q: 3 clusters Score -2.529752e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188838 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -25297590.000000 Penalty: 6059.599121
	Iteration 138Q: 3 clusters Score -2.529759e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189347 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -25297622.000000 Penalty: 6059.599121
	Iteration 139Q: 3 clusters Score -2.529762e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189805 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -25297662.000000 Penalty: 6059.599121
	Iteration 140F: 3 clusters Score -2.529766e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190218 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -25297684.000000 Penalty: 6059.599121
	Iteration 141Q: 3 clusters Score -2.529768e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190606 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.529777e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190961 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -25297804.000000 Penalty: 6059.599121
	Iteration 143Q: 3 clusters Score -2.52978e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191297 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -25297860.000000 Penalty: 6059.599121
	Iteration 144Q: 3 clusters Score -2.529786e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191625 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -25297938.000000 Penalty: 6059.599121
	Iteration 145Q: 3 clusters Score -2.529794e+07 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 191939 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -25298016.000000 Penalty: 6059.599121
	Iteration 146Q: 3 clusters Score -2.529802e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192233 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -25298066.000000 Penalty: 6059.599121
	Iteration 147Q: 3 clusters Score -2.529807e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192530 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -25298110.000000 Penalty: 6059.599121
	Iteration 148Q: 3 clusters Score -2.529811e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192794 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -25298112.000000 Penalty: 6059.599121
	Iteration 149Q: 3 clusters Score -2.529811e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193043 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -25298142.000000 Penalty: 6059.599121
	Iteration 150Q: 3 clusters Score -2.529814e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193265 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -25298170.000000 Penalty: 6059.599121
	Iteration 151Q: 3 clusters Score -2.529817e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193485 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -25298198.000000 Penalty: 6059.599121
	Iteration 152Q: 3 clusters Score -2.52982e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193701 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -25298248.000000 Penalty: 6059.599121
	Iteration 153Q: 3 clusters Score -2.529825e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193940 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -25298306.000000 Penalty: 6059.599121
	Iteration 154Q: 3 clusters Score -2.529831e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194174 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -25298348.000000 Penalty: 6059.599121
	Iteration 155Q: 3 clusters Score -2.529835e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194379 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -25298388.000000 Penalty: 6059.599121
	Iteration 156Q: 3 clusters Score -2.529839e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194579 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -25298392.000000 Penalty: 6059.599121
	Iteration 157Q: 3 clusters Score -2.529839e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194773 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -25298418.000000 Penalty: 6059.599121
	Iteration 158Q: 3 clusters Score -2.529842e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194957 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -25298454.000000 Penalty: 6059.599121
	Iteration 159Q: 3 clusters Score -2.529845e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195139 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -25298474.000000 Penalty: 6059.599121
	Iteration 160F: 3 clusters Score -2.529847e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195306 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -25298492.000000 Penalty: 6059.599121
	Iteration 161Q: 3 clusters Score -2.529849e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195453 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -25298506.000000 Penalty: 6059.599121
	Iteration 162Q: 3 clusters Score -2.529851e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195598 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -25298536.000000 Penalty: 6059.599121
	Iteration 163Q: 3 clusters Score -2.529854e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195742 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -25298592.000000 Penalty: 6059.599121
	Iteration 164Q: 3 clusters Score -2.529859e+07 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 195892 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -25298604.000000 Penalty: 6059.599121
	Iteration 165Q: 3 clusters Score -2.52986e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196054 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -25298620.000000 Penalty: 6059.599121
	Iteration 166Q: 3 clusters Score -2.529862e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196203 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -25298650.000000 Penalty: 6059.599121
	Iteration 167Q: 3 clusters Score -2.529865e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196350 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -25298688.000000 Penalty: 6059.599121
	Iteration 168Q: 3 clusters Score -2.529869e+07 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 196463 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -25298706.000000 Penalty: 6059.599121
	Iteration 169Q: 3 clusters Score -2.529871e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196564 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -25298762.000000 Penalty: 6059.599121
	Iteration 170Q: 3 clusters Score -2.529876e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196668 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -25298802.000000 Penalty: 6059.599121
	Iteration 171Q: 3 clusters Score -2.52988e+07 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 196763 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -25298794.000000 Penalty: 6059.599121
	Iteration 172Q: 3 clusters Score -2.529879e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196839 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -25298784.000000 Penalty: 6059.599121
	Iteration 173Q: 3 clusters Score -2.529878e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196909 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -25298746.000000 Penalty: 6059.599121
	Iteration 174Q: 3 clusters Score -2.529875e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196980 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -25298722.000000 Penalty: 6059.599121
	Iteration 175Q: 3 clusters Score -2.529872e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197048 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -25298724.000000 Penalty: 6059.599121
	Iteration 176Q: 3 clusters Score -2.529872e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197127 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -25298734.000000 Penalty: 6059.599121
	Iteration 177Q: 3 clusters Score -2.529873e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197212 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -25298758.000000 Penalty: 6059.599121
	Iteration 178Q: 3 clusters Score -2.529876e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197288 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -25298806.000000 Penalty: 6059.599121
	Iteration 179Q: 3 clusters Score -2.529881e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197376 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -25298828.000000 Penalty: 6059.599121
	Iteration 180F: 3 clusters Score -2.529883e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197450 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -25298838.000000 Penalty: 6059.599121
	Iteration 181Q: 3 clusters Score -2.529884e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197521 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -25298882.000000 Penalty: 6059.599121
	Iteration 182Q: 3 clusters Score -2.529888e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197585 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -25298888.000000 Penalty: 6059.599121
	Iteration 183Q: 3 clusters Score -2.529889e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197656 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -25298872.000000 Penalty: 6059.599121
	Iteration 184Q: 3 clusters Score -2.529887e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197732 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2.52989e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197804 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2.529892e+07 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 197865 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -25298936.000000 Penalty: 6059.599121
	Iteration 187Q: 3 clusters Score -2.529894e+07 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 197928 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -25298956.000000 Penalty: 6059.599121
	Iteration 188Q: 3 clusters Score -2.529896e+07 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 197980 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -25298958.000000 Penalty: 6059.599121
	Iteration 189Q: 3 clusters Score -2.529896e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198031 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -25298964.000000 Penalty: 6059.599121
	Iteration 190Q: 3 clusters Score -2.529896e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198079 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -25298988.000000 Penalty: 6059.599121
	Iteration 191Q: 3 clusters Score -2.529899e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198135 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -25298994.000000 Penalty: 6059.599121
	Iteration 192Q: 3 clusters Score -2.529899e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198188 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -25299008.000000 Penalty: 6059.599121
	Iteration 193Q: 3 clusters Score -2.529901e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198237 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -25298998.000000 Penalty: 6059.599121
	Iteration 194Q: 3 clusters Score -2.5299e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198278 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -25299016.000000 Penalty: 6059.599121
	Iteration 195Q: 3 clusters Score -2.529902e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198317 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -25299050.000000 Penalty: 6059.599121
	Iteration 196Q: 3 clusters Score -2.529905e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198358 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -25299032.000000 Penalty: 6059.599121
	Iteration 197Q: 3 clusters Score -2.529903e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198389 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -25299022.000000 Penalty: 6059.599121
	Iteration 198Q: 3 clusters Score -2.529902e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198419 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -25299026.000000 Penalty: 6059.599121
	Iteration 199Q: 3 clusters Score -2.529903e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198455 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -25299024.000000 Penalty: 6059.599121
	Iteration 200F: 3 clusters Score -2.529902e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198488 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -2.529903e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 198519 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2.529906e+07 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2.529908e+07 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -2.529906e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 198626 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2.529907e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198657 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2.529904e+07 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 198693 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -2.529902e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -2.529905e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -2.529903e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2.529904e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -2.529904e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -2.529905e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2.529905e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -2.529907e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -2.529905e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -2.529906e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2.529906e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -2.529908e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -2.529908e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -2.529907e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -2.529909e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -2.52991e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -2.529911e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -2.529913e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -2.529912e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -2.529912e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -2.529912e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -2.529911e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -2.52991e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -2.52991e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -2.52991e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -2.529909e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -2.52991e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -2.52991e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -2.529911e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -2.529911e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -2.529909e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -2.529909e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -2.52991e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -2.52991e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2881 members 
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	Iteration 241Q: 3 clusters Score -2.52991e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -2.52991e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -2.529912e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -2.529913e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -2.529911e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -2.529913e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -2.529915e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -2.529916e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -2.529915e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -2.529916e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -2.529915e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -2.529914e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -2.529915e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -2.529915e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -2.529914e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -2.529913e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -2.529915e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2696 members 
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	Iteration 258Q: 3 clusters Score -2.529915e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -2.529915e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -2.529913e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2680 members 
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	Iteration 261Q: 3 clusters Score -2.529913e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -2.529913e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2677 members 
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	Iteration 263Q: 3 clusters Score -2.529914e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -2.529913e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -2.529912e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -2.529913e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2669 members 
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	Iteration 267Q: 3 clusters Score -2.529911e+07 nChanged 2
Entering Unmasked Mstep 
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	Iteration 268Q: 3 clusters Score -2.529912e+07 nChanged 1
Entering Unmasked Mstep 
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	Iteration 269Q: 3 clusters Score -2.529912e+07 nChanged 3
Entering Unmasked Mstep 
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	Iteration 270Q: 3 clusters Score -2.529912e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -2.529912e+07 nChanged 2
Entering Unmasked Mstep 
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	Iteration 272Q: 3 clusters Score -2.529913e+07 nChanged 3
Entering Unmasked Mstep 
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	Iteration 273Q: 3 clusters Score -2.529913e+07 nChanged 1
Entering Unmasked Mstep 
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	Iteration 274Q: 3 clusters Score -2.529912e+07 nChanged 1
Entering Unmasked Mstep 
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	Iteration 275Q: 3 clusters Score -2.529913e+07 nChanged 2
Entering Unmasked Mstep 
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	Iteration 276Q: 3 clusters Score -2.529914e+07 nChanged 4
Entering Unmasked Mstep 
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	Iteration 277Q: 3 clusters Score -2.529913e+07 nChanged 3
Entering Unmasked Mstep 
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	Iteration 278Q: 3 clusters Score -2.529913e+07 nChanged 3
Entering Unmasked Mstep 
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	Iteration 279Q: 3 clusters Score -2.529913e+07 nChanged 3
Entering Unmasked Mstep 
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	Iteration 280F: 3 clusters Score -2.529912e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -2.529913e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -2.529913e+07 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -2.529912e+07 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -2.529914e+07 nChanged 15
Entering Unmasked Mstep 
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	Iteration 285Q: 3 clusters Score -2.529913e+07 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -2.529916e+07 nChanged 15
Entering Unmasked Mstep 
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	Iteration 287Q: 3 clusters Score -2.529916e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -2.529914e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -2.529914e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -2.529914e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -25299154.000000 Penalty: 6059.599121
	Iteration 291Q: 3 clusters Score -2.529915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199617 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -25299146.000000 Penalty: 6059.599121
	Iteration 292Q: 3 clusters Score -2.529915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199626 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -25299150.000000 Penalty: 6059.599121
	Iteration 293Q: 3 clusters Score -2.529915e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199640 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -25299118.000000 Penalty: 6059.599121
	Iteration 294Q: 3 clusters Score -2.529912e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199653 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -25299142.000000 Penalty: 6059.599121
	Iteration 295Q: 3 clusters Score -2.529914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199663 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -25299152.000000 Penalty: 6059.599121
	Iteration 296Q: 3 clusters Score -2.529915e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199671 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -25299164.000000 Penalty: 6059.599121
	Iteration 297Q: 3 clusters Score -2.529916e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199685 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -25299150.000000 Penalty: 6059.599121
	Iteration 298Q: 3 clusters Score -2.529915e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199695 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -25299162.000000 Penalty: 6059.599121
	Iteration 299Q: 3 clusters Score -2.529916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199705 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -25299146.000000 Penalty: 6059.599121
	Iteration 300F: 3 clusters Score -2.529915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199718 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -25299176.000000 Penalty: 6059.599121
	Iteration 301Q: 3 clusters Score -2.529918e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199728 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -25299154.000000 Penalty: 6059.599121
	Iteration 302Q: 3 clusters Score -2.529915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199735 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -25299188.000000 Penalty: 6059.599121
	Iteration 303Q: 3 clusters Score -2.529919e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199744 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -25299182.000000 Penalty: 6059.599121
	Iteration 304Q: 3 clusters Score -2.529918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199751 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -25299184.000000 Penalty: 6059.599121
	Iteration 305Q: 3 clusters Score -2.529918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199753 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -25299174.000000 Penalty: 6059.599121
	Iteration 306Q: 3 clusters Score -2.529917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199756 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -25299182.000000 Penalty: 6059.599121
	Iteration 307Q: 3 clusters Score -2.529918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199759 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -25299192.000000 Penalty: 6059.599121
	Iteration 308Q: 3 clusters Score -2.529919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199762 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -25299194.000000 Penalty: 6059.599121
	Iteration 309Q: 3 clusters Score -2.529919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199761 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -25299198.000000 Penalty: 6059.599121
	Iteration 310Q: 3 clusters Score -2.52992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199761 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -25299198.000000 Penalty: 6059.599121
	Iteration 311F: 3 clusters Score -2.52992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (77731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77731 members 
Entering Unmasked Estep 
Score: -9384291.000000 Penalty: 2792.730225
	Iteration 0F: 2 clusters Score -9384291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -9332189.000000 Penalty: 5585.460449
	Iteration 0F: 3 clusters Score -9332189 nChanged 36535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -9352822.000000 Penalty: 5585.460449
	Iteration 1F: 3 clusters Score -9352822 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -9353752.000000 Penalty: 5585.460449
	Iteration 2Q: 3 clusters Score -9353752 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
Score: -9354989.000000 Penalty: 5585.460449
	Iteration 3Q: 3 clusters Score -9354989 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -9356860.000000 Penalty: 5585.460449
	Iteration 4F: 3 clusters Score -9356860 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -9359728.000000 Penalty: 5585.460449
	Iteration 5F: 3 clusters Score -9359728 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 57691 members 
Entering Unmasked Estep 
Score: -9363836.000000 Penalty: 5585.460449
	Iteration 6F: 3 clusters Score -9363836 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -9368982.000000 Penalty: 5585.460449
	Iteration 7F: 3 clusters Score -9368982 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 69135 members 
Entering Unmasked Estep 
Score: -9374313.000000 Penalty: 5585.460449
	Iteration 8F: 3 clusters Score -9374313 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 73335 members 
Entering Unmasked Estep 
Score: -9378301.000000 Penalty: 5585.460449
	Iteration 9F: 3 clusters Score -9378301 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 75711 members 
Entering Unmasked Estep 
Score: -9380509.000000 Penalty: 5585.460449
	Iteration 10Q: 3 clusters Score -9380509 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 76696 members 
Entering Unmasked Estep 
Score: -9381270.000000 Penalty: 5585.460449
	Iteration 11Q: 3 clusters Score -9381270 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 77095 members 
Entering Unmasked Estep 
Score: -9381598.000000 Penalty: 5585.460449
	Iteration 12Q: 3 clusters Score -9381598 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 77248 members 
Entering Unmasked Estep 
Score: -9381750.000000 Penalty: 5585.460449
	Iteration 13Q: 3 clusters Score -9381750 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 77315 members 
Entering Unmasked Estep 
Score: -9381819.000000 Penalty: 5585.460449
	Iteration 14Q: 3 clusters Score -9381819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 77341 members 
Entering Unmasked Estep 
Score: -9381866.000000 Penalty: 5585.460449
	Iteration 15Q: 3 clusters Score -9381866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 77353 members 
Entering Unmasked Estep 
Score: -9381890.000000 Penalty: 5585.460449
	Iteration 16Q: 3 clusters Score -9381890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 77366 members 
Entering Unmasked Estep 
Score: -9381917.000000 Penalty: 5585.460449
	Iteration 17Q: 3 clusters Score -9381917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 77374 members 
Entering Unmasked Estep 
Score: -9381910.000000 Penalty: 5585.460449
	Iteration 18Q: 3 clusters Score -9381910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 77378 members 
Entering Unmasked Estep 
Score: -9381924.000000 Penalty: 5585.460449
	Iteration 19Q: 3 clusters Score -9381924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 77382 members 
Entering Unmasked Estep 
Score: -9381933.000000 Penalty: 5585.460449
	Iteration 20F: 3 clusters Score -9381933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 77387 members 
Entering Unmasked Estep 
Score: -9381931.000000 Penalty: 5585.460449
	Iteration 21Q: 3 clusters Score -9381931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 77390 members 
Entering Unmasked Estep 
Score: -9381939.000000 Penalty: 5585.460449
	Iteration 22Q: 3 clusters Score -9381939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 77393 members 
Entering Unmasked Estep 
Score: -9381942.000000 Penalty: 5585.460449
	Iteration 23Q: 3 clusters Score -9381942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 77395 members 
Entering Unmasked Estep 
Score: -9381944.000000 Penalty: 5585.460449
	Iteration 24Q: 3 clusters Score -9381944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 77400 members 
Entering Unmasked Estep 
Score: -9381950.000000 Penalty: 5585.460449
	Iteration 25Q: 3 clusters Score -9381950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 77403 members 
Entering Unmasked Estep 
Score: -9381948.000000 Penalty: 5585.460449
	Iteration 26Q: 3 clusters Score -9381948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 77406 members 
Entering Unmasked Estep 
Score: -9381947.000000 Penalty: 5585.460449
	Iteration 27Q: 3 clusters Score -9381947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 77406 members 
Entering Unmasked Estep 
Score: -9381947.000000 Penalty: 5585.460449
	Iteration 28F: 3 clusters Score -9381947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (265562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265562 members 
Entering Unmasked Estep 
Score: -32931774.000000 Penalty: 3097.421875
	Iteration 0F: 2 clusters Score -3.293177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132912 members 
Mstep: Class 2 contains 132650 members 
Entering Unmasked Estep 
Score: -32764100.000000 Penalty: 6194.843750
	Iteration 0F: 3 clusters Score -3.27641e+07 nChanged 128656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134900 members 
Mstep: Class 2 contains 130662 members 
Entering Unmasked Estep 
Score: -32839678.000000 Penalty: 6194.843750
	Iteration 1F: 3 clusters Score -3.283968e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136031 members 
Mstep: Class 2 contains 129531 members 
Entering Unmasked Estep 
Score: -32841000.000000 Penalty: 6194.843750
	Iteration 2Q: 3 clusters Score -3.2841e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137567 members 
Mstep: Class 2 contains 127995 members 
Entering Unmasked Estep 
Score: -32842994.000000 Penalty: 6194.843750
	Iteration 3Q: 3 clusters Score -3.284299e+07 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139628 members 
Mstep: Class 2 contains 125934 members 
Entering Unmasked Estep 
Score: -32846340.000000 Penalty: 6194.843750
	Iteration 4Q: 3 clusters Score -3.284634e+07 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142219 members 
Mstep: Class 2 contains 123343 members 
Entering Unmasked Estep 
Score: -32851102.000000 Penalty: 6194.843750
	Iteration 5Q: 3 clusters Score -3.28511e+07 nChanged 12709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145260 members 
Mstep: Class 2 contains 120302 members 
Entering Unmasked Estep 
Score: -32857918.000000 Penalty: 6194.843750
	Iteration 6Q: 3 clusters Score -3.285792e+07 nChanged 14750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148440 members 
Mstep: Class 2 contains 117122 members 
Entering Unmasked Estep 
Score: -32867498.000000 Penalty: 6194.843750
	Iteration 7F: 3 clusters Score -3.28675e+07 nChanged 16524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151260 members 
Mstep: Class 2 contains 114302 members 
Entering Unmasked Estep 
Score: -32878966.000000 Penalty: 6194.843750
	Iteration 8F: 3 clusters Score -3.287897e+07 nChanged 17271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153167 members 
Mstep: Class 2 contains 112395 members 
Entering Unmasked Estep 
Score: -32890870.000000 Penalty: 6194.843750
	Iteration 9F: 3 clusters Score -3.289087e+07 nChanged 16345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153560 members 
Mstep: Class 2 contains 112002 members 
Entering Unmasked Estep 
Score: -32901648.000000 Penalty: 6194.843750
	Iteration 10F: 3 clusters Score -3.290165e+07 nChanged 14172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152844 members 
Mstep: Class 2 contains 112718 members 
Entering Unmasked Estep 
Score: -32909102.000000 Penalty: 6194.843750
	Iteration 11F: 3 clusters Score -3.29091e+07 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151914 members 
Mstep: Class 2 contains 113648 members 
Entering Unmasked Estep 
Score: -32912814.000000 Penalty: 6194.843750
	Iteration 12Q: 3 clusters Score -3.291281e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151126 members 
Mstep: Class 2 contains 114436 members 
Entering Unmasked Estep 
Score: -32914578.000000 Penalty: 6194.843750
	Iteration 13Q: 3 clusters Score -3.291458e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150414 members 
Mstep: Class 2 contains 115148 members 
Entering Unmasked Estep 
Score: -32915842.000000 Penalty: 6194.843750
	Iteration 14Q: 3 clusters Score -3.291584e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149673 members 
Mstep: Class 2 contains 115889 members 
Entering Unmasked Estep 
Score: -32916654.000000 Penalty: 6194.843750
	Iteration 15Q: 3 clusters Score -3.291665e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148925 members 
Mstep: Class 2 contains 116637 members 
Entering Unmasked Estep 
Score: -32917344.000000 Penalty: 6194.843750
	Iteration 16Q: 3 clusters Score -3.291734e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148319 members 
Mstep: Class 2 contains 117243 members 
Entering Unmasked Estep 
Score: -32918002.000000 Penalty: 6194.843750
	Iteration 17Q: 3 clusters Score -3.2918e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147738 members 
Mstep: Class 2 contains 117824 members 
Entering Unmasked Estep 
Score: -32918662.000000 Penalty: 6194.843750
	Iteration 18Q: 3 clusters Score -3.291866e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147262 members 
Mstep: Class 2 contains 118300 members 
Entering Unmasked Estep 
Score: -32919124.000000 Penalty: 6194.843750
	Iteration 19Q: 3 clusters Score -3.291912e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146876 members 
Mstep: Class 2 contains 118686 members 
Entering Unmasked Estep 
Score: -32919456.000000 Penalty: 6194.843750
	Iteration 20F: 3 clusters Score -3.291946e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146523 members 
Mstep: Class 2 contains 119039 members 
Entering Unmasked Estep 
Score: -32919746.000000 Penalty: 6194.843750
	Iteration 21Q: 3 clusters Score -3.291975e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146255 members 
Mstep: Class 2 contains 119307 members 
Entering Unmasked Estep 
Score: -32920006.000000 Penalty: 6194.843750
	Iteration 22Q: 3 clusters Score -3.292001e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145979 members 
Mstep: Class 2 contains 119583 members 
Entering Unmasked Estep 
Score: -32920178.000000 Penalty: 6194.843750
	Iteration 23Q: 3 clusters Score -3.292018e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145690 members 
Mstep: Class 2 contains 119872 members 
Entering Unmasked Estep 
Score: -32920288.000000 Penalty: 6194.843750
	Iteration 24Q: 3 clusters Score -3.292029e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145362 members 
Mstep: Class 2 contains 120200 members 
Entering Unmasked Estep 
Score: -32920368.000000 Penalty: 6194.843750
	Iteration 25Q: 3 clusters Score -3.292037e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145038 members 
Mstep: Class 2 contains 120524 members 
Entering Unmasked Estep 
Score: -32920412.000000 Penalty: 6194.843750
	Iteration 26Q: 3 clusters Score -3.292041e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144643 members 
Mstep: Class 2 contains 120919 members 
Entering Unmasked Estep 
Score: -32920592.000000 Penalty: 6194.843750
	Iteration 27Q: 3 clusters Score -3.292059e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144224 members 
Mstep: Class 2 contains 121338 members 
Entering Unmasked Estep 
Score: -32920658.000000 Penalty: 6194.843750
	Iteration 28Q: 3 clusters Score -3.292066e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143804 members 
Mstep: Class 2 contains 121758 members 
Entering Unmasked Estep 
Score: -32920828.000000 Penalty: 6194.843750
	Iteration 29Q: 3 clusters Score -3.292083e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143351 members 
Mstep: Class 2 contains 122211 members 
Entering Unmasked Estep 
Score: -32920810.000000 Penalty: 6194.843750
	Iteration 30Q: 3 clusters Score -3.292081e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142916 members 
Mstep: Class 2 contains 122646 members 
Entering Unmasked Estep 
Score: -32920788.000000 Penalty: 6194.843750
	Iteration 31Q: 3 clusters Score -3.292079e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142479 members 
Mstep: Class 2 contains 123083 members 
Entering Unmasked Estep 
Score: -32920746.000000 Penalty: 6194.843750
	Iteration 32Q: 3 clusters Score -3.292075e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142044 members 
Mstep: Class 2 contains 123518 members 
Entering Unmasked Estep 
Score: -32920700.000000 Penalty: 6194.843750
	Iteration 33Q: 3 clusters Score -3.29207e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141629 members 
Mstep: Class 2 contains 123933 members 
Entering Unmasked Estep 
Score: -32920696.000000 Penalty: 6194.843750
	Iteration 34Q: 3 clusters Score -3.29207e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141216 members 
Mstep: Class 2 contains 124346 members 
Entering Unmasked Estep 
Score: -32920664.000000 Penalty: 6194.843750
	Iteration 35Q: 3 clusters Score -3.292066e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140810 members 
Mstep: Class 2 contains 124752 members 
Entering Unmasked Estep 
Score: -32920652.000000 Penalty: 6194.843750
	Iteration 36Q: 3 clusters Score -3.292065e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140397 members 
Mstep: Class 2 contains 125165 members 
Entering Unmasked Estep 
Score: -32920724.000000 Penalty: 6194.843750
	Iteration 37Q: 3 clusters Score -3.292072e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139914 members 
Mstep: Class 2 contains 125648 members 
Entering Unmasked Estep 
Score: -32920854.000000 Penalty: 6194.843750
	Iteration 38Q: 3 clusters Score -3.292085e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139437 members 
Mstep: Class 2 contains 126125 members 
Entering Unmasked Estep 
Score: -32920814.000000 Penalty: 6194.843750
	Iteration 39Q: 3 clusters Score -3.292081e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138950 members 
Mstep: Class 2 contains 126612 members 
Entering Unmasked Estep 
Score: -32920898.000000 Penalty: 6194.843750
	Iteration 40F: 3 clusters Score -3.29209e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138379 members 
Mstep: Class 2 contains 127183 members 
Entering Unmasked Estep 
Score: -32920974.000000 Penalty: 6194.843750
	Iteration 41Q: 3 clusters Score -3.292097e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137806 members 
Mstep: Class 2 contains 127756 members 
Entering Unmasked Estep 
Score: -32921026.000000 Penalty: 6194.843750
	Iteration 42Q: 3 clusters Score -3.292103e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137229 members 
Mstep: Class 2 contains 128333 members 
Entering Unmasked Estep 
Score: -32920966.000000 Penalty: 6194.843750
	Iteration 43Q: 3 clusters Score -3.292097e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136676 members 
Mstep: Class 2 contains 128886 members 
Entering Unmasked Estep 
Score: -32920978.000000 Penalty: 6194.843750
	Iteration 44Q: 3 clusters Score -3.292098e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136105 members 
Mstep: Class 2 contains 129457 members 
Entering Unmasked Estep 
Score: -32921154.000000 Penalty: 6194.843750
	Iteration 45Q: 3 clusters Score -3.292115e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135500 members 
Mstep: Class 2 contains 130062 members 
Entering Unmasked Estep 
Score: -32921158.000000 Penalty: 6194.843750
	Iteration 46Q: 3 clusters Score -3.292116e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134808 members 
Mstep: Class 2 contains 130754 members 
Entering Unmasked Estep 
Score: -32921194.000000 Penalty: 6194.843750
	Iteration 47Q: 3 clusters Score -3.292119e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134088 members 
Mstep: Class 2 contains 131474 members 
Entering Unmasked Estep 
Score: -32921342.000000 Penalty: 6194.843750
	Iteration 48Q: 3 clusters Score -3.292134e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133386 members 
Mstep: Class 2 contains 132176 members 
Entering Unmasked Estep 
Score: -32921598.000000 Penalty: 6194.843750
	Iteration 49Q: 3 clusters Score -3.29216e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132662 members 
Mstep: Class 2 contains 132900 members 
Entering Unmasked Estep 
Score: -32921564.000000 Penalty: 6194.843750
	Iteration 50Q: 3 clusters Score -3.292156e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131966 members 
Mstep: Class 2 contains 133596 members 
Entering Unmasked Estep 
Score: -32921592.000000 Penalty: 6194.843750
	Iteration 51Q: 3 clusters Score -3.292159e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131210 members 
Mstep: Class 2 contains 134352 members 
Entering Unmasked Estep 
Score: -32921706.000000 Penalty: 6194.843750
	Iteration 52Q: 3 clusters Score -3.292171e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130399 members 
Mstep: Class 2 contains 135163 members 
Entering Unmasked Estep 
Score: -32921710.000000 Penalty: 6194.843750
	Iteration 53Q: 3 clusters Score -3.292171e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129549 members 
Mstep: Class 2 contains 136013 members 
Entering Unmasked Estep 
Score: -32921726.000000 Penalty: 6194.843750
	Iteration 54Q: 3 clusters Score -3.292173e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128582 members 
Mstep: Class 2 contains 136980 members 
Entering Unmasked Estep 
Score: -32921864.000000 Penalty: 6194.843750
	Iteration 55Q: 3 clusters Score -3.292186e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127668 members 
Mstep: Class 2 contains 137894 members 
Entering Unmasked Estep 
Score: -32921938.000000 Penalty: 6194.843750
	Iteration 56Q: 3 clusters Score -3.292194e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126719 members 
Mstep: Class 2 contains 138843 members 
Entering Unmasked Estep 
Score: -32921960.000000 Penalty: 6194.843750
	Iteration 57Q: 3 clusters Score -3.292196e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125808 members 
Mstep: Class 2 contains 139754 members 
Entering Unmasked Estep 
Score: -32922024.000000 Penalty: 6194.843750
	Iteration 58Q: 3 clusters Score -3.292202e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124882 members 
Mstep: Class 2 contains 140680 members 
Entering Unmasked Estep 
Score: -32922088.000000 Penalty: 6194.843750
	Iteration 59Q: 3 clusters Score -3.292209e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123882 members 
Mstep: Class 2 contains 141680 members 
Entering Unmasked Estep 
Score: -32922320.000000 Penalty: 6194.843750
	Iteration 60F: 3 clusters Score -3.292232e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122841 members 
Mstep: Class 2 contains 142721 members 
Entering Unmasked Estep 
Score: -32922428.000000 Penalty: 6194.843750
	Iteration 61Q: 3 clusters Score -3.292243e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121767 members 
Mstep: Class 2 contains 143795 members 
Entering Unmasked Estep 
Score: -32922592.000000 Penalty: 6194.843750
	Iteration 62Q: 3 clusters Score -3.292259e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120694 members 
Mstep: Class 2 contains 144868 members 
Entering Unmasked Estep 
Score: -32922640.000000 Penalty: 6194.843750
	Iteration 63Q: 3 clusters Score -3.292264e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119541 members 
Mstep: Class 2 contains 146021 members 
Entering Unmasked Estep 
Score: -32922688.000000 Penalty: 6194.843750
	Iteration 64Q: 3 clusters Score -3.292269e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118330 members 
Mstep: Class 2 contains 147232 members 
Entering Unmasked Estep 
Score: -32922802.000000 Penalty: 6194.843750
	Iteration 65Q: 3 clusters Score -3.29228e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117057 members 
Mstep: Class 2 contains 148505 members 
Entering Unmasked Estep 
Score: -32922956.000000 Penalty: 6194.843750
	Iteration 66Q: 3 clusters Score -3.292296e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115741 members 
Mstep: Class 2 contains 149821 members 
Entering Unmasked Estep 
Score: -32923158.000000 Penalty: 6194.843750
	Iteration 67Q: 3 clusters Score -3.292316e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114329 members 
Mstep: Class 2 contains 151233 members 
Entering Unmasked Estep 
Score: -32923368.000000 Penalty: 6194.843750
	Iteration 68Q: 3 clusters Score -3.292337e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112901 members 
Mstep: Class 2 contains 152661 members 
Entering Unmasked Estep 
Score: -32923494.000000 Penalty: 6194.843750
	Iteration 69Q: 3 clusters Score -3.292349e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111423 members 
Mstep: Class 2 contains 154139 members 
Entering Unmasked Estep 
Score: -32923502.000000 Penalty: 6194.843750
	Iteration 70Q: 3 clusters Score -3.29235e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109820 members 
Mstep: Class 2 contains 155742 members 
Entering Unmasked Estep 
Score: -32923782.000000 Penalty: 6194.843750
	Iteration 71Q: 3 clusters Score -3.292378e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108173 members 
Mstep: Class 2 contains 157389 members 
Entering Unmasked Estep 
Score: -32923842.000000 Penalty: 6194.843750
	Iteration 72Q: 3 clusters Score -3.292384e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106416 members 
Mstep: Class 2 contains 159146 members 
Entering Unmasked Estep 
Score: -32923946.000000 Penalty: 6194.843750
	Iteration 73Q: 3 clusters Score -3.292395e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104488 members 
Mstep: Class 2 contains 161074 members 
Entering Unmasked Estep 
Score: -32924332.000000 Penalty: 6194.843750
	Iteration 74Q: 3 clusters Score -3.292433e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102126 members 
Mstep: Class 2 contains 163436 members 
Entering Unmasked Estep 
Score: -32924520.000000 Penalty: 6194.843750
	Iteration 75Q: 3 clusters Score -3.292452e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99277 members 
Mstep: Class 2 contains 166285 members 
Entering Unmasked Estep 
Score: -32924720.000000 Penalty: 6194.843750
	Iteration 76Q: 3 clusters Score -3.292472e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96141 members 
Mstep: Class 2 contains 169421 members 
Entering Unmasked Estep 
Score: -32925104.000000 Penalty: 6194.843750
	Iteration 77Q: 3 clusters Score -3.29251e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92608 members 
Mstep: Class 2 contains 172954 members 
Entering Unmasked Estep 
Score: -32925298.000000 Penalty: 6194.843750
	Iteration 78Q: 3 clusters Score -3.29253e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88711 members 
Mstep: Class 2 contains 176851 members 
Entering Unmasked Estep 
Score: -32925696.000000 Penalty: 6194.843750
	Iteration 79Q: 3 clusters Score -3.29257e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84410 members 
Mstep: Class 2 contains 181152 members 
Entering Unmasked Estep 
Score: -32926174.000000 Penalty: 6194.843750
	Iteration 80F: 3 clusters Score -3.292617e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79668 members 
Mstep: Class 2 contains 185894 members 
Entering Unmasked Estep 
Score: -32926370.000000 Penalty: 6194.843750
	Iteration 81Q: 3 clusters Score -3.292637e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74570 members 
Mstep: Class 2 contains 190992 members 
Entering Unmasked Estep 
Score: -32926838.000000 Penalty: 6194.843750
	Iteration 82Q: 3 clusters Score -3.292684e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69227 members 
Mstep: Class 2 contains 196335 members 
Entering Unmasked Estep 
Score: -32927668.000000 Penalty: 6194.843750
	Iteration 83Q: 3 clusters Score -3.292767e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63796 members 
Mstep: Class 2 contains 201766 members 
Entering Unmasked Estep 
Score: -32928022.000000 Penalty: 6194.843750
	Iteration 84Q: 3 clusters Score -3.292802e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 207295 members 
Entering Unmasked Estep 
Score: -32928792.000000 Penalty: 6194.843750
	Iteration 85Q: 3 clusters Score -3.292879e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 212898 members 
Entering Unmasked Estep 
Score: -32929118.000000 Penalty: 6194.843750
	Iteration 86Q: 3 clusters Score -3.292912e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 218455 members 
Entering Unmasked Estep 
Score: -32929512.000000 Penalty: 6194.843750
	Iteration 87Q: 3 clusters Score -3.292951e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 223925 members 
Entering Unmasked Estep 
Score: -32929872.000000 Penalty: 6194.843750
	Iteration 88Q: 3 clusters Score -3.292987e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 229260 members 
Entering Unmasked Estep 
Score: -32930440.000000 Penalty: 6194.843750
	Iteration 89Q: 3 clusters Score -3.293044e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 234196 members 
Entering Unmasked Estep 
Score: -32930868.000000 Penalty: 6194.843750
	Iteration 90Q: 3 clusters Score -3.293087e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 238726 members 
Entering Unmasked Estep 
Score: -32930974.000000 Penalty: 6194.843750
	Iteration 91Q: 3 clusters Score -3.293097e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 242935 members 
Entering Unmasked Estep 
Score: -32930992.000000 Penalty: 6194.843750
	Iteration 92Q: 3 clusters Score -3.293099e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 246439 members 
Entering Unmasked Estep 
Score: -32930910.000000 Penalty: 6194.843750
	Iteration 93Q: 3 clusters Score -3.293091e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 249025 members 
Entering Unmasked Estep 
Score: -32930700.000000 Penalty: 6194.843750
	Iteration 94Q: 3 clusters Score -3.29307e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 250783 members 
Entering Unmasked Estep 
Score: -32930380.000000 Penalty: 6194.843750
	Iteration 95Q: 3 clusters Score -3.293038e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 251896 members 
Entering Unmasked Estep 
Score: -32930490.000000 Penalty: 6194.843750
	Iteration 96Q: 3 clusters Score -3.293049e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 252589 members 
Entering Unmasked Estep 
Score: -32930386.000000 Penalty: 6194.843750
	Iteration 97Q: 3 clusters Score -3.293039e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 253028 members 
Entering Unmasked Estep 
Score: -32930462.000000 Penalty: 6194.843750
	Iteration 98Q: 3 clusters Score -3.293046e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 253347 members 
Entering Unmasked Estep 
Score: -32930492.000000 Penalty: 6194.843750
	Iteration 99Q: 3 clusters Score -3.293049e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 253547 members 
Entering Unmasked Estep 
Score: -32931722.000000 Penalty: 6194.843750
	Iteration 100F: 3 clusters Score -3.293172e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 256076 members 
Entering Unmasked Estep 
Score: -32932076.000000 Penalty: 6194.843750
	Iteration 101Q: 3 clusters Score -3.293208e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 257963 members 
Entering Unmasked Estep 
Score: -32932448.000000 Penalty: 6194.843750
	Iteration 102Q: 3 clusters Score -3.293245e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 259309 members 
Entering Unmasked Estep 
Score: -32932398.000000 Penalty: 6194.843750
	Iteration 103Q: 3 clusters Score -3.29324e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 260292 members 
Entering Unmasked Estep 
Score: -32932412.000000 Penalty: 6194.843750
	Iteration 104Q: 3 clusters Score -3.293241e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 261060 members 
Entering Unmasked Estep 
Score: -32932486.000000 Penalty: 6194.843750
	Iteration 105Q: 3 clusters Score -3.293249e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 261605 members 
Entering Unmasked Estep 
Score: -32932638.000000 Penalty: 6194.843750
	Iteration 106Q: 3 clusters Score -3.293264e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 261997 members 
Entering Unmasked Estep 
Score: -32932626.000000 Penalty: 6194.843750
	Iteration 107Q: 3 clusters Score -3.293263e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 262281 members 
Entering Unmasked Estep 
Score: -32932648.000000 Penalty: 6194.843750
	Iteration 108Q: 3 clusters Score -3.293265e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 262508 members 
Entering Unmasked Estep 
Score: -32932676.000000 Penalty: 6194.843750
	Iteration 109Q: 3 clusters Score -3.293268e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 262655 members 
Entering Unmasked Estep 
Score: -32932662.000000 Penalty: 6194.843750
	Iteration 110Q: 3 clusters Score -3.293266e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 262764 members 
Entering Unmasked Estep 
Score: -32932640.000000 Penalty: 6194.843750
	Iteration 111Q: 3 clusters Score -3.293264e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 262833 members 
Entering Unmasked Estep 
Score: -32932646.000000 Penalty: 6194.843750
	Iteration 112Q: 3 clusters Score -3.293265e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 262908 members 
Entering Unmasked Estep 
Score: -32932650.000000 Penalty: 6194.843750
	Iteration 113Q: 3 clusters Score -3.293265e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 262970 members 
Entering Unmasked Estep 
Score: -32932636.000000 Penalty: 6194.843750
	Iteration 114Q: 3 clusters Score -3.293264e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 263017 members 
Entering Unmasked Estep 
Score: -32932658.000000 Penalty: 6194.843750
	Iteration 115Q: 3 clusters Score -3.293266e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 263049 members 
Entering Unmasked Estep 
Score: -32932672.000000 Penalty: 6194.843750
	Iteration 116Q: 3 clusters Score -3.293267e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 263081 members 
Entering Unmasked Estep 
Score: -32932678.000000 Penalty: 6194.843750
	Iteration 117Q: 3 clusters Score -3.293268e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 263121 members 
Entering Unmasked Estep 
Score: -32932664.000000 Penalty: 6194.843750
	Iteration 118Q: 3 clusters Score -3.293266e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 263160 members 
Entering Unmasked Estep 
Score: -32932650.000000 Penalty: 6194.843750
	Iteration 119Q: 3 clusters Score -3.293265e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 263174 members 
Entering Unmasked Estep 
Score: -32932840.000000 Penalty: 6194.843750
	Iteration 120F: 3 clusters Score -3.293284e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 263084 members 
Entering Unmasked Estep 
Score: -32932936.000000 Penalty: 6194.843750
	Iteration 121Q: 3 clusters Score -3.293294e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 262973 members 
Entering Unmasked Estep 
Score: -32933030.000000 Penalty: 6194.843750
	Iteration 122Q: 3 clusters Score -3.293303e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 262869 members 
Entering Unmasked Estep 
Score: -32933170.000000 Penalty: 6194.843750
	Iteration 123Q: 3 clusters Score -3.293317e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 262767 members 
Entering Unmasked Estep 
Score: -32933228.000000 Penalty: 6194.843750
	Iteration 124Q: 3 clusters Score -3.293323e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 262663 members 
Entering Unmasked Estep 
Score: -32933274.000000 Penalty: 6194.843750
	Iteration 125Q: 3 clusters Score -3.293327e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 262577 members 
Entering Unmasked Estep 
Score: -32933358.000000 Penalty: 6194.843750
	Iteration 126Q: 3 clusters Score -3.293336e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 262480 members 
Entering Unmasked Estep 
Score: -32933432.000000 Penalty: 6194.843750
	Iteration 127Q: 3 clusters Score -3.293343e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 262392 members 
Entering Unmasked Estep 
Score: -32933422.000000 Penalty: 6194.843750
	Iteration 128Q: 3 clusters Score -3.293342e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 262298 members 
Entering Unmasked Estep 
Score: -32933414.000000 Penalty: 6194.843750
	Iteration 129Q: 3 clusters Score -3.293341e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 262205 members 
Entering Unmasked Estep 
Score: -32933496.000000 Penalty: 6194.843750
	Iteration 130Q: 3 clusters Score -3.29335e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 262102 members 
Entering Unmasked Estep 
Score: -32933556.000000 Penalty: 6194.843750
	Iteration 131Q: 3 clusters Score -3.293356e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 262011 members 
Entering Unmasked Estep 
Score: -32933646.000000 Penalty: 6194.843750
	Iteration 132Q: 3 clusters Score -3.293365e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 261947 members 
Entering Unmasked Estep 
Score: -32933626.000000 Penalty: 6194.843750
	Iteration 133Q: 3 clusters Score -3.293363e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 261899 members 
Entering Unmasked Estep 
Score: -32933678.000000 Penalty: 6194.843750
	Iteration 134Q: 3 clusters Score -3.293368e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 261852 members 
Entering Unmasked Estep 
Score: -32933672.000000 Penalty: 6194.843750
	Iteration 135Q: 3 clusters Score -3.293367e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 261794 members 
Entering Unmasked Estep 
Score: -32933654.000000 Penalty: 6194.843750
	Iteration 136Q: 3 clusters Score -3.293365e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 261757 members 
Entering Unmasked Estep 
Score: -32933716.000000 Penalty: 6194.843750
	Iteration 137Q: 3 clusters Score -3.293372e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 261729 members 
Entering Unmasked Estep 
Score: -32933718.000000 Penalty: 6194.843750
	Iteration 138Q: 3 clusters Score -3.293372e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 261704 members 
Entering Unmasked Estep 
Score: -32933750.000000 Penalty: 6194.843750
	Iteration 139Q: 3 clusters Score -3.293375e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 261679 members 
Entering Unmasked Estep 
Score: -32933796.000000 Penalty: 6194.843750
	Iteration 140F: 3 clusters Score -3.29338e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 261576 members 
Entering Unmasked Estep 
Score: -32933840.000000 Penalty: 6194.843750
	Iteration 141Q: 3 clusters Score -3.293384e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 261464 members 
Entering Unmasked Estep 
Score: -32933872.000000 Penalty: 6194.843750
	Iteration 142Q: 3 clusters Score -3.293387e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 261355 members 
Entering Unmasked Estep 
Score: -32933848.000000 Penalty: 6194.843750
	Iteration 143Q: 3 clusters Score -3.293385e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 261237 members 
Entering Unmasked Estep 
Score: -32933846.000000 Penalty: 6194.843750
	Iteration 144Q: 3 clusters Score -3.293385e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 261145 members 
Entering Unmasked Estep 
Score: -32933880.000000 Penalty: 6194.843750
	Iteration 145Q: 3 clusters Score -3.293388e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 261068 members 
Entering Unmasked Estep 
Score: -32933854.000000 Penalty: 6194.843750
	Iteration 146Q: 3 clusters Score -3.293385e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 260978 members 
Entering Unmasked Estep 
Score: -32933862.000000 Penalty: 6194.843750
	Iteration 147Q: 3 clusters Score -3.293386e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 260892 members 
Entering Unmasked Estep 
Score: -32933944.000000 Penalty: 6194.843750
	Iteration 148Q: 3 clusters Score -3.293394e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 260814 members 
Entering Unmasked Estep 
Score: -32933942.000000 Penalty: 6194.843750
	Iteration 149Q: 3 clusters Score -3.293394e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 260738 members 
Entering Unmasked Estep 
Score: -32933998.000000 Penalty: 6194.843750
	Iteration 150Q: 3 clusters Score -3.2934e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 260676 members 
Entering Unmasked Estep 
Score: -32934022.000000 Penalty: 6194.843750
	Iteration 151Q: 3 clusters Score -3.293402e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 260632 members 
Entering Unmasked Estep 
Score: -32934032.000000 Penalty: 6194.843750
	Iteration 152Q: 3 clusters Score -3.293403e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 260591 members 
Entering Unmasked Estep 
Score: -32934026.000000 Penalty: 6194.843750
	Iteration 153Q: 3 clusters Score -3.293403e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 260554 members 
Entering Unmasked Estep 
Score: -32934016.000000 Penalty: 6194.843750
	Iteration 154Q: 3 clusters Score -3.293402e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 260519 members 
Entering Unmasked Estep 
Score: -32934012.000000 Penalty: 6194.843750
	Iteration 155Q: 3 clusters Score -3.293401e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 260491 members 
Entering Unmasked Estep 
Score: -32934020.000000 Penalty: 6194.843750
	Iteration 156Q: 3 clusters Score -3.293402e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 260460 members 
Entering Unmasked Estep 
Score: -32934002.000000 Penalty: 6194.843750
	Iteration 157Q: 3 clusters Score -3.2934e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 260437 members 
Entering Unmasked Estep 
Score: -32933994.000000 Penalty: 6194.843750
	Iteration 158Q: 3 clusters Score -3.293399e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 260414 members 
Entering Unmasked Estep 
Score: -32933990.000000 Penalty: 6194.843750
	Iteration 159Q: 3 clusters Score -3.293399e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 260386 members 
Entering Unmasked Estep 
Score: -32933978.000000 Penalty: 6194.843750
	Iteration 160F: 3 clusters Score -3.293398e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 260358 members 
Entering Unmasked Estep 
Score: -32933926.000000 Penalty: 6194.843750
	Iteration 161Q: 3 clusters Score -3.293393e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 260344 members 
Entering Unmasked Estep 
Score: -32933946.000000 Penalty: 6194.843750
	Iteration 162Q: 3 clusters Score -3.293395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 260329 members 
Entering Unmasked Estep 
Score: -32933956.000000 Penalty: 6194.843750
	Iteration 163Q: 3 clusters Score -3.293396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 260318 members 
Entering Unmasked Estep 
Score: -32933946.000000 Penalty: 6194.843750
	Iteration 164Q: 3 clusters Score -3.293395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 260303 members 
Entering Unmasked Estep 
Score: -32933928.000000 Penalty: 6194.843750
	Iteration 165Q: 3 clusters Score -3.293393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 260294 members 
Entering Unmasked Estep 
Score: -32933944.000000 Penalty: 6194.843750
	Iteration 166Q: 3 clusters Score -3.293394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 260284 members 
Entering Unmasked Estep 
Score: -32933972.000000 Penalty: 6194.843750
	Iteration 167Q: 3 clusters Score -3.293397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 260280 members 
Entering Unmasked Estep 
Score: -32933954.000000 Penalty: 6194.843750
	Iteration 168Q: 3 clusters Score -3.293395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 260278 members 
Entering Unmasked Estep 
Score: -32933952.000000 Penalty: 6194.843750
	Iteration 169Q: 3 clusters Score -3.293395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 260277 members 
Entering Unmasked Estep 
Score: -32933946.000000 Penalty: 6194.843750
	Iteration 170Q: 3 clusters Score -3.293395e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 260277 members 
Entering Unmasked Estep 
Score: -32933946.000000 Penalty: 6194.843750
	Iteration 171F: 3 clusters Score -3.293395e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 186 members 
Mstep: Class 3 contains 122372 members 
Mstep: Class 4 contains 22210 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3924 members 
Mstep: Class 7 contains 17176 members 
Mstep: Class 8 contains 321275 members 
Mstep: Class 9 contains 63095 members 
Mstep: Class 10 contains 25175 members 
Mstep: Class 11 contains 4115 members 
Mstep: Class 12 contains 32376 members 
Mstep: Class 13 contains 13545 members 
Mstep: Class 14 contains 4505 members 
Mstep: Class 15 contains 202184 members 
Mstep: Class 16 contains 77731 members 
Mstep: Class 17 contains 5285 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 1309 members 
Mstep: Class 20 contains 30672 members 
Mstep: Class 21 contains 3219 members 
Mstep: Class 22 contains 20924 members 
Mstep: Class 23 contains 12744 members 
Mstep: Class 24 contains 21207 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 260277 members 
Entering Unmasked Estep 
Score: -154559760.000000 Penalty: 94130.875000
Splitting cluster 17 changes total score from -154557216.000000 to -154559760.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -170393.625000 Penalty: 1806.975586
	Iteration 0F: 2 clusters Score -170393.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -168123.375000 Penalty: 3613.951172
	Iteration 0F: 3 clusters Score -168123.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -168462.375000 Penalty: 3613.951172
	Iteration 1F: 3 clusters Score -168462.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -168568.828125 Penalty: 3613.951172
	Iteration 2F: 3 clusters Score -168568.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -168631.765625 Penalty: 3613.951172
	Iteration 3Q: 3 clusters Score -168631.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -168680.312500 Penalty: 3613.951172
	Iteration 4Q: 3 clusters Score -168680.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -168703.109375 Penalty: 3613.951172
	Iteration 5Q: 3 clusters Score -168703.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -168716.953125 Penalty: 3613.951172
	Iteration 6Q: 3 clusters Score -168717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -168726.031250 Penalty: 3613.951172
	Iteration 7Q: 3 clusters Score -168726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -168733.656250 Penalty: 3613.951172
	Iteration 8Q: 3 clusters Score -168733.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -168738.171875 Penalty: 3613.951172
	Iteration 9Q: 3 clusters Score -168738.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -168742.796875 Penalty: 3613.951172
	Iteration 10Q: 3 clusters Score -168742.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -168748.796875 Penalty: 3613.951172
	Iteration 11Q: 3 clusters Score -168748.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -168752.625000 Penalty: 3613.951172
	Iteration 12Q: 3 clusters Score -168752.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -168756.703125 Penalty: 3613.951172
	Iteration 13Q: 3 clusters Score -168756.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -168757.765625 Penalty: 3613.951172
	Iteration 14Q: 3 clusters Score -168757.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -168759.171875 Penalty: 3613.951172
	Iteration 15Q: 3 clusters Score -168759.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -168763.750000 Penalty: 3613.951172
	Iteration 16Q: 3 clusters Score -168763.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -168765.984375 Penalty: 3613.951172
	Iteration 17Q: 3 clusters Score -168766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -168767.078125 Penalty: 3613.951172
	Iteration 18Q: 3 clusters Score -168767.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -168767.906250 Penalty: 3613.951172
	Iteration 19Q: 3 clusters Score -168767.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -168768.812500 Penalty: 3613.951172
	Iteration 20F: 3 clusters Score -168768.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -148889.343750 Penalty: 1779.900635
	Iteration 0F: 2 clusters Score -148889.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -146752.656250 Penalty: 3559.801270
	Iteration 0F: 3 clusters Score -146752.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -147178.875000 Penalty: 3559.801270
	Iteration 1F: 3 clusters Score -147178.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -147373.968750 Penalty: 3559.801270
	Iteration 2F: 3 clusters Score -147374 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -147519.828125 Penalty: 3559.801270
	Iteration 3F: 3 clusters Score -147519.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -147612.468750 Penalty: 3559.801270
	Iteration 4Q: 3 clusters Score -147612.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -147728.750000 Penalty: 3559.801270
	Iteration 5Q: 3 clusters Score -147728.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -147909.609375 Penalty: 3559.801270
	Iteration 6Q: 3 clusters Score -147909.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -148076.156250 Penalty: 3559.801270
	Iteration 7Q: 3 clusters Score -148076.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -148163.531250 Penalty: 3559.801270
	Iteration 8Q: 3 clusters Score -148163.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -148236.062500 Penalty: 3559.801270
	Iteration 9Q: 3 clusters Score -148236.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -148302.203125 Penalty: 3559.801270
	Iteration 10Q: 3 clusters Score -148302.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -148381.515625 Penalty: 3559.801270
	Iteration 11Q: 3 clusters Score -148381.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -148505.437500 Penalty: 3559.801270
	Iteration 12Q: 3 clusters Score -148505.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -148679.265625 Penalty: 3559.801270
	Iteration 13Q: 3 clusters Score -148679.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -148816.906250 Penalty: 3559.801270
	Iteration 14Q: 3 clusters Score -148816.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -148919.968750 Penalty: 3559.801270
	Iteration 15Q: 3 clusters Score -148920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -148969.265625 Penalty: 3559.801270
	Iteration 16Q: 3 clusters Score -148969.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -149004.218750 Penalty: 3559.801270
	Iteration 17Q: 3 clusters Score -149004.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -149027.546875 Penalty: 3559.801270
	Iteration 18Q: 3 clusters Score -149027.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -149075.812500 Penalty: 3559.801270
	Iteration 19Q: 3 clusters Score -149075.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -149111.328125 Penalty: 3559.801270
	Iteration 20F: 3 clusters Score -149111.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -149164.531250 Penalty: 3559.801270
	Iteration 21Q: 3 clusters Score -149164.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -149304.546875 Penalty: 3559.801270
	Iteration 22Q: 3 clusters Score -149304.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -149499.625000 Penalty: 3559.801270
	Iteration 23Q: 3 clusters Score -149499.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -149508.875000 Penalty: 3559.801270
	Iteration 24Q: 3 clusters Score -149508.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -149508.875000 Penalty: 3559.801270
	Iteration 25F: 3 clusters Score -149508.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 186 members 
Mstep: Class 3 contains 122372 members 
Mstep: Class 4 contains 22210 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3924 members 
Mstep: Class 7 contains 17176 members 
Mstep: Class 8 contains 321275 members 
Mstep: Class 9 contains 63095 members 
Mstep: Class 10 contains 25175 members 
Mstep: Class 11 contains 4115 members 
Mstep: Class 12 contains 32376 members 
Mstep: Class 13 contains 13545 members 
Mstep: Class 14 contains 4505 members 
Mstep: Class 15 contains 202184 members 
Mstep: Class 16 contains 77731 members 
Mstep: Class 17 contains 5285 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 30672 members 
Mstep: Class 21 contains 3219 members 
Mstep: Class 22 contains 20924 members 
Mstep: Class 23 contains 12744 members 
Mstep: Class 24 contains 21207 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 260277 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
Score: -154558576.000000 Penalty: 97617.203125
Splitting cluster 19 changes total score from -154557216.000000 to -154558576.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (30672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Entering Unmasked Estep 
Score: -3695052.750000 Penalty: 2562.114014
	Iteration 0F: 2 clusters Score -3695053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -3674259.500000 Penalty: 5124.228027
	Iteration 0F: 3 clusters Score -3674260 nChanged 13735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -3681896.000000 Penalty: 5124.228027
	Iteration 1F: 3 clusters Score -3681896 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -3683069.750000 Penalty: 5124.228027
	Iteration 2F: 3 clusters Score -3683070 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -3684807.750000 Penalty: 5124.228027
	Iteration 3F: 3 clusters Score -3684808 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -3686860.500000 Penalty: 5124.228027
	Iteration 4F: 3 clusters Score -3686860 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -3688861.250000 Penalty: 5124.228027
	Iteration 5F: 3 clusters Score -3688861 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -3690578.750000 Penalty: 5124.228027
	Iteration 6F: 3 clusters Score -3690579 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -3691939.000000 Penalty: 5124.228027
	Iteration 7F: 3 clusters Score -3691939 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -3692965.750000 Penalty: 5124.228027
	Iteration 8F: 3 clusters Score -3692966 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -3693664.750000 Penalty: 5124.228027
	Iteration 9Q: 3 clusters Score -3693665 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -3694049.000000 Penalty: 5124.228027
	Iteration 10Q: 3 clusters Score -3694049 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -3694231.250000 Penalty: 5124.228027
	Iteration 11Q: 3 clusters Score -3694231 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -3694349.000000 Penalty: 5124.228027
	Iteration 12Q: 3 clusters Score -3694349 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -3694425.750000 Penalty: 5124.228027
	Iteration 13Q: 3 clusters Score -3694426 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -3694470.250000 Penalty: 5124.228027
	Iteration 14Q: 3 clusters Score -3694470 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -3694490.500000 Penalty: 5124.228027
	Iteration 15Q: 3 clusters Score -3694490 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -3694497.750000 Penalty: 5124.228027
	Iteration 16Q: 3 clusters Score -3694498 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -3694504.500000 Penalty: 5124.228027
	Iteration 17Q: 3 clusters Score -3694504 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -3694512.750000 Penalty: 5124.228027
	Iteration 18Q: 3 clusters Score -3694513 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -3694518.500000 Penalty: 5124.228027
	Iteration 19Q: 3 clusters Score -3694518 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -3694518.000000 Penalty: 5124.228027
	Iteration 20F: 3 clusters Score -3694518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -3694525.750000 Penalty: 5124.228027
	Iteration 21Q: 3 clusters Score -3694526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -3694529.500000 Penalty: 5124.228027
	Iteration 22Q: 3 clusters Score -3694530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -3694529.000000 Penalty: 5124.228027
	Iteration 23Q: 3 clusters Score -3694529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -3694525.000000 Penalty: 5124.228027
	Iteration 24Q: 3 clusters Score -3694525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -3694520.250000 Penalty: 5124.228027
	Iteration 25Q: 3 clusters Score -3694520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3694522.500000 Penalty: 5124.228027
	Iteration 26Q: 3 clusters Score -3694522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -3694522.500000 Penalty: 5124.228027
	Iteration 27Q: 3 clusters Score -3694522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -3694521.750000 Penalty: 5124.228027
	Iteration 28Q: 3 clusters Score -3694522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3694526.250000 Penalty: 5124.228027
	Iteration 29Q: 3 clusters Score -3694526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -3694526.250000 Penalty: 5124.228027
	Iteration 30Q: 3 clusters Score -3694526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -3694525.000000 Penalty: 5124.228027
	Iteration 31Q: 3 clusters Score -3694525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3694524.750000 Penalty: 5124.228027
	Iteration 32Q: 3 clusters Score -3694525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -3694523.250000 Penalty: 5124.228027
	Iteration 33Q: 3 clusters Score -3694523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -3694519.500000 Penalty: 5124.228027
	Iteration 34Q: 3 clusters Score -3694520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -3694525.500000 Penalty: 5124.228027
	Iteration 35Q: 3 clusters Score -3694526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -3694526.000000 Penalty: 5124.228027
	Iteration 36Q: 3 clusters Score -3694526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -3694526.750000 Penalty: 5124.228027
	Iteration 37Q: 3 clusters Score -3694527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -3694520.750000 Penalty: 5124.228027
	Iteration 38Q: 3 clusters Score -3694521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -3694520.750000 Penalty: 5124.228027
	Iteration 39F: 3 clusters Score -3694521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Entering Unmasked Estep 
Score: -365465.843750 Penalty: 2003.052856
	Iteration 0F: 2 clusters Score -365465.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -362142.500000 Penalty: 4006.105713
	Iteration 0F: 3 clusters Score -362142.5 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -362967.218750 Penalty: 4006.105713
	Iteration 1F: 3 clusters Score -362967.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -363256.750000 Penalty: 4006.105713
	Iteration 2F: 3 clusters Score -363256.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -363456.031250 Penalty: 4006.105713
	Iteration 3F: 3 clusters Score -363456 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -363581.281250 Penalty: 4006.105713
	Iteration 4Q: 3 clusters Score -363581.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -363665.906250 Penalty: 4006.105713
	Iteration 5Q: 3 clusters Score -363665.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -363728.312500 Penalty: 4006.105713
	Iteration 6Q: 3 clusters Score -363728.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -363781.968750 Penalty: 4006.105713
	Iteration 7Q: 3 clusters Score -363782 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -363819.062500 Penalty: 4006.105713
	Iteration 8Q: 3 clusters Score -363819.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -363860.187500 Penalty: 4006.105713
	Iteration 9Q: 3 clusters Score -363860.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -363897.625000 Penalty: 4006.105713
	Iteration 10Q: 3 clusters Score -363897.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -363929.937500 Penalty: 4006.105713
	Iteration 11Q: 3 clusters Score -363929.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -363953.875000 Penalty: 4006.105713
	Iteration 12Q: 3 clusters Score -363953.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -363978.718750 Penalty: 4006.105713
	Iteration 13Q: 3 clusters Score -363978.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -364000.093750 Penalty: 4006.105713
	Iteration 14Q: 3 clusters Score -364000.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -364017.156250 Penalty: 4006.105713
	Iteration 15Q: 3 clusters Score -364017.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -364030.687500 Penalty: 4006.105713
	Iteration 16Q: 3 clusters Score -364030.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -364041.468750 Penalty: 4006.105713
	Iteration 17Q: 3 clusters Score -364041.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -364052.062500 Penalty: 4006.105713
	Iteration 18Q: 3 clusters Score -364052.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -364065.500000 Penalty: 4006.105713
	Iteration 19Q: 3 clusters Score -364065.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -364080.625000 Penalty: 4006.105713
	Iteration 20F: 3 clusters Score -364080.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -364089.781250 Penalty: 4006.105713
	Iteration 21Q: 3 clusters Score -364089.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -364094.375000 Penalty: 4006.105713
	Iteration 22Q: 3 clusters Score -364094.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -364101.062500 Penalty: 4006.105713
	Iteration 23Q: 3 clusters Score -364101.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -364103.687500 Penalty: 4006.105713
	Iteration 24Q: 3 clusters Score -364103.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -364106.312500 Penalty: 4006.105713
	Iteration 25Q: 3 clusters Score -364106.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -364109.687500 Penalty: 4006.105713
	Iteration 26Q: 3 clusters Score -364109.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -364115.843750 Penalty: 4006.105713
	Iteration 27Q: 3 clusters Score -364115.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -364122.656250 Penalty: 4006.105713
	Iteration 28Q: 3 clusters Score -364122.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -364131.656250 Penalty: 4006.105713
	Iteration 29Q: 3 clusters Score -364131.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -364138.000000 Penalty: 4006.105713
	Iteration 30Q: 3 clusters Score -364138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -364143.125000 Penalty: 4006.105713
	Iteration 31Q: 3 clusters Score -364143.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -364148.593750 Penalty: 4006.105713
	Iteration 32Q: 3 clusters Score -364148.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -364151.250000 Penalty: 4006.105713
	Iteration 33Q: 3 clusters Score -364151.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -364153.968750 Penalty: 4006.105713
	Iteration 34Q: 3 clusters Score -364154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -364159.781250 Penalty: 4006.105713
	Iteration 35Q: 3 clusters Score -364159.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -364168.312500 Penalty: 4006.105713
	Iteration 36Q: 3 clusters Score -364168.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -364171.406250 Penalty: 4006.105713
	Iteration 37Q: 3 clusters Score -364171.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -364176.531250 Penalty: 4006.105713
	Iteration 38Q: 3 clusters Score -364176.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -364182.343750 Penalty: 4006.105713
	Iteration 39Q: 3 clusters Score -364182.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -364185.531250 Penalty: 4006.105713
	Iteration 40F: 3 clusters Score -364185.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -364189.218750 Penalty: 4006.105713
	Iteration 41Q: 3 clusters Score -364189.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -364191.250000 Penalty: 4006.105713
	Iteration 42Q: 3 clusters Score -364191.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -364191.875000 Penalty: 4006.105713
	Iteration 43Q: 3 clusters Score -364191.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -364194.968750 Penalty: 4006.105713
	Iteration 44Q: 3 clusters Score -364195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -364197.937500 Penalty: 4006.105713
	Iteration 45Q: 3 clusters Score -364197.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -364200.093750 Penalty: 4006.105713
	Iteration 46Q: 3 clusters Score -364200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -364201.656250 Penalty: 4006.105713
	Iteration 47Q: 3 clusters Score -364201.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -364203.343750 Penalty: 4006.105713
	Iteration 48Q: 3 clusters Score -364203.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -364203.812500 Penalty: 4006.105713
	Iteration 49Q: 3 clusters Score -364203.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -364204.531250 Penalty: 4006.105713
	Iteration 50Q: 3 clusters Score -364204.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -364207.375000 Penalty: 4006.105713
	Iteration 51Q: 3 clusters Score -364207.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -364208.562500 Penalty: 4006.105713
	Iteration 52Q: 3 clusters Score -364208.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -364209.687500 Penalty: 4006.105713
	Iteration 53Q: 3 clusters Score -364209.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -364209.687500 Penalty: 4006.105713
	Iteration 54F: 3 clusters Score -364209.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Entering Unmasked Estep 
Score: -2539174.250000 Penalty: 2467.265869
	Iteration 0F: 2 clusters Score -2539174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2524484.250000 Penalty: 4934.531738
	Iteration 0F: 3 clusters Score -2524484 nChanged 9233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2529366.750000 Penalty: 4934.531738
	Iteration 1F: 3 clusters Score -2529367 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2529826.250000 Penalty: 4934.531738
	Iteration 2F: 3 clusters Score -2529826 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2530316.000000 Penalty: 4934.531738
	Iteration 3Q: 3 clusters Score -2530316 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2530860.000000 Penalty: 4934.531738
	Iteration 4F: 3 clusters Score -2530860 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2531437.500000 Penalty: 4934.531738
	Iteration 5F: 3 clusters Score -2531438 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2532032.500000 Penalty: 4934.531738
	Iteration 6F: 3 clusters Score -2532032 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2532646.500000 Penalty: 4934.531738
	Iteration 7Q: 3 clusters Score -2532646 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2533201.500000 Penalty: 4934.531738
	Iteration 8Q: 3 clusters Score -2533202 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2533731.250000 Penalty: 4934.531738
	Iteration 9Q: 3 clusters Score -2533731 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2534278.000000 Penalty: 4934.531738
	Iteration 10Q: 3 clusters Score -2534278 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2534743.250000 Penalty: 4934.531738
	Iteration 11Q: 3 clusters Score -2534743 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2535089.500000 Penalty: 4934.531738
	Iteration 12Q: 3 clusters Score -2535090 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2535386.750000 Penalty: 4934.531738
	Iteration 13Q: 3 clusters Score -2535387 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2535620.500000 Penalty: 4934.531738
	Iteration 14Q: 3 clusters Score -2535620 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2535810.250000 Penalty: 4934.531738
	Iteration 15Q: 3 clusters Score -2535810 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2535977.000000 Penalty: 4934.531738
	Iteration 16Q: 3 clusters Score -2535977 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2536094.000000 Penalty: 4934.531738
	Iteration 17Q: 3 clusters Score -2536094 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2536188.500000 Penalty: 4934.531738
	Iteration 18Q: 3 clusters Score -2536188 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2536266.000000 Penalty: 4934.531738
	Iteration 19Q: 3 clusters Score -2536266 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2536342.750000 Penalty: 4934.531738
	Iteration 20F: 3 clusters Score -2536343 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2536409.000000 Penalty: 4934.531738
	Iteration 21Q: 3 clusters Score -2536409 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2536478.500000 Penalty: 4934.531738
	Iteration 22Q: 3 clusters Score -2536478 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2536535.750000 Penalty: 4934.531738
	Iteration 23Q: 3 clusters Score -2536536 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2536578.750000 Penalty: 4934.531738
	Iteration 24Q: 3 clusters Score -2536579 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2536635.500000 Penalty: 4934.531738
	Iteration 25Q: 3 clusters Score -2536636 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -2536682.000000 Penalty: 4934.531738
	Iteration 26Q: 3 clusters Score -2536682 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2536717.250000 Penalty: 4934.531738
	Iteration 27Q: 3 clusters Score -2536717 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2536765.750000 Penalty: 4934.531738
	Iteration 28Q: 3 clusters Score -2536766 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2536796.250000 Penalty: 4934.531738
	Iteration 29Q: 3 clusters Score -2536796 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2536835.750000 Penalty: 4934.531738
	Iteration 30Q: 3 clusters Score -2536836 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2536860.000000 Penalty: 4934.531738
	Iteration 31Q: 3 clusters Score -2536860 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2536892.500000 Penalty: 4934.531738
	Iteration 32Q: 3 clusters Score -2536892 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2536915.500000 Penalty: 4934.531738
	Iteration 33Q: 3 clusters Score -2536916 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2536934.500000 Penalty: 4934.531738
	Iteration 34Q: 3 clusters Score -2536934 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2536955.250000 Penalty: 4934.531738
	Iteration 35Q: 3 clusters Score -2536955 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2536974.250000 Penalty: 4934.531738
	Iteration 36Q: 3 clusters Score -2536974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2536994.250000 Penalty: 4934.531738
	Iteration 37Q: 3 clusters Score -2536994 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2537011.000000 Penalty: 4934.531738
	Iteration 38Q: 3 clusters Score -2537011 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2537037.750000 Penalty: 4934.531738
	Iteration 39Q: 3 clusters Score -2537038 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2537063.750000 Penalty: 4934.531738
	Iteration 40F: 3 clusters Score -2537064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2537077.250000 Penalty: 4934.531738
	Iteration 41Q: 3 clusters Score -2537077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2537091.500000 Penalty: 4934.531738
	Iteration 42Q: 3 clusters Score -2537092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2537105.500000 Penalty: 4934.531738
	Iteration 43Q: 3 clusters Score -2537106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2537111.000000 Penalty: 4934.531738
	Iteration 44Q: 3 clusters Score -2537111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2537116.000000 Penalty: 4934.531738
	Iteration 45Q: 3 clusters Score -2537116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2537128.000000 Penalty: 4934.531738
	Iteration 46Q: 3 clusters Score -2537128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -2537134.500000 Penalty: 4934.531738
	Iteration 47Q: 3 clusters Score -2537134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2537133.000000 Penalty: 4934.531738
	Iteration 48Q: 3 clusters Score -2537133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -2537132.250000 Penalty: 4934.531738
	Iteration 49Q: 3 clusters Score -2537132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2537132.750000 Penalty: 4934.531738
	Iteration 50Q: 3 clusters Score -2537133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2537138.500000 Penalty: 4934.531738
	Iteration 51Q: 3 clusters Score -2537138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2537142.750000 Penalty: 4934.531738
	Iteration 52Q: 3 clusters Score -2537143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2537142.250000 Penalty: 4934.531738
	Iteration 53Q: 3 clusters Score -2537142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2537142.250000 Penalty: 4934.531738
	Iteration 54Q: 3 clusters Score -2537142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2537143.000000 Penalty: 4934.531738
	Iteration 55Q: 3 clusters Score -2537143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2537141.750000 Penalty: 4934.531738
	Iteration 56Q: 3 clusters Score -2537142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2537147.000000 Penalty: 4934.531738
	Iteration 57Q: 3 clusters Score -2537147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2537144.500000 Penalty: 4934.531738
	Iteration 58Q: 3 clusters Score -2537144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2537144.500000 Penalty: 4934.531738
	Iteration 59F: 3 clusters Score -2537144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Entering Unmasked Estep 
Score: -1502349.375000 Penalty: 2344.298340
	Iteration 0F: 2 clusters Score -1502349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1492970.625000 Penalty: 4688.596680
	Iteration 0F: 3 clusters Score -1492971 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1496003.375000 Penalty: 4688.596680
	Iteration 1F: 3 clusters Score -1496003 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1496416.875000 Penalty: 4688.596680
	Iteration 2F: 3 clusters Score -1496417 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1496738.125000 Penalty: 4688.596680
	Iteration 3F: 3 clusters Score -1496738 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1496995.750000 Penalty: 4688.596680
	Iteration 4Q: 3 clusters Score -1496996 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1497218.625000 Penalty: 4688.596680
	Iteration 5Q: 3 clusters Score -1497219 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1497450.125000 Penalty: 4688.596680
	Iteration 6Q: 3 clusters Score -1497450 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1497692.625000 Penalty: 4688.596680
	Iteration 7Q: 3 clusters Score -1497693 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1497986.875000 Penalty: 4688.596680
	Iteration 8Q: 3 clusters Score -1497987 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1498912 nChanged 464
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1499191 nChanged 414
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1499428 nChanged 371
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1499630 nChanged 293
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1499771 nChanged 278
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1499900 nChanged 245
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1500011 nChanged 218
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1500103 nChanged 176
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Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1500176 nChanged 151
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Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1500227 nChanged 132
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Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1500267 nChanged 131
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Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1500316 nChanged 131
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Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1500358 nChanged 122
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Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1500400 nChanged 97
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Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1500423 nChanged 91
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Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1500450 nChanged 71
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Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1500473 nChanged 73
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Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1500496 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1500517 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1500531 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1500533 nChanged 42
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Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1500543 nChanged 53
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Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1500554 nChanged 40
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Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1500562 nChanged 34
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Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1500570 nChanged 33
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Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1500577 nChanged 35
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Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1500583 nChanged 29
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Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1500589 nChanged 28
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Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1500594 nChanged 31
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Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1500604 nChanged 24
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Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1500608 nChanged 20
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Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1500610 nChanged 19
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Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1500613 nChanged 27
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Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1500620 nChanged 29
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Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1500622 nChanged 20
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Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1500624 nChanged 17
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Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1500632 nChanged 21
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Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1500636 nChanged 26
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Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1500646 nChanged 19
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Mstep: Class 1 contains 9540 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1500643 nChanged 11
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Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1500644 nChanged 8
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Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1500646 nChanged 10
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Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1500649 nChanged 15
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Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 3160 members 
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	Iteration 54Q: 3 clusters Score -1500650 nChanged 15
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Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1500652 nChanged 15
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Mstep: Class 1 contains 9614 members 
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	Iteration 56Q: 3 clusters Score -1500654 nChanged 10
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Mstep: Class 1 contains 9624 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1500658 nChanged 11
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Mstep: Class 1 contains 9635 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1500661 nChanged 16
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Mstep: Class 1 contains 9651 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1500664 nChanged 16
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Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1500665 nChanged 11
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Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 3066 members 
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	Iteration 61Q: 3 clusters Score -1500668 nChanged 11
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Mstep: Class 1 contains 9689 members 
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	Iteration 62Q: 3 clusters Score -1500670 nChanged 12
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Mstep: Class 1 contains 9699 members 
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	Iteration 63Q: 3 clusters Score -1500669 nChanged 8
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Mstep: Class 1 contains 9707 members 
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	Iteration 64Q: 3 clusters Score -1500669 nChanged 10
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Mstep: Class 1 contains 9717 members 
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	Iteration 65Q: 3 clusters Score -1500666 nChanged 14
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Mstep: Class 1 contains 9731 members 
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	Iteration 66Q: 3 clusters Score -1500673 nChanged 10
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Mstep: Class 1 contains 9739 members 
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	Iteration 67Q: 3 clusters Score -1500680 nChanged 12
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Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 2993 members 
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	Iteration 68Q: 3 clusters Score -1500679 nChanged 21
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Mstep: Class 1 contains 9766 members 
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	Iteration 69Q: 3 clusters Score -1500689 nChanged 25
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Mstep: Class 1 contains 9791 members 
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	Iteration 70Q: 3 clusters Score -1500691 nChanged 26
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Mstep: Class 1 contains 9815 members 
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	Iteration 71Q: 3 clusters Score -1500700 nChanged 21
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Mstep: Class 1 contains 9834 members 
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	Iteration 72Q: 3 clusters Score -1500705 nChanged 20
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Mstep: Class 1 contains 9852 members 
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	Iteration 73Q: 3 clusters Score -1500716 nChanged 19
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Mstep: Class 1 contains 9871 members 
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	Iteration 74Q: 3 clusters Score -1500715 nChanged 21
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Mstep: Class 1 contains 9892 members 
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	Iteration 75Q: 3 clusters Score -1500720 nChanged 18
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Mstep: Class 1 contains 9910 members 
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	Iteration 76Q: 3 clusters Score -1500726 nChanged 15
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Mstep: Class 1 contains 9925 members 
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	Iteration 77Q: 3 clusters Score -1500727 nChanged 15
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Mstep: Class 1 contains 9938 members 
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	Iteration 78Q: 3 clusters Score -1500728 nChanged 13
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Mstep: Class 1 contains 9949 members 
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	Iteration 79Q: 3 clusters Score -1500730 nChanged 8
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Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 2787 members 
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Score: -1500734.000000 Penalty: 4688.596680
	Iteration 80F: 3 clusters Score -1500734 nChanged 4
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Mstep: Class 1 contains 9961 members 
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	Iteration 81Q: 3 clusters Score -1500732 nChanged 7
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Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 2776 members 
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	Iteration 82Q: 3 clusters Score -1500736 nChanged 6
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Mstep: Class 1 contains 9974 members 
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	Iteration 83Q: 3 clusters Score -1500736 nChanged 4
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Mstep: Class 1 contains 9978 members 
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	Iteration 84Q: 3 clusters Score -1500737 nChanged 4
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Mstep: Class 1 contains 9982 members 
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	Iteration 85Q: 3 clusters Score -1500737 nChanged 2
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Mstep: Class 1 contains 9984 members 
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	Iteration 86Q: 3 clusters Score -1500739 nChanged 1
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	Iteration 87Q: 3 clusters Score -1500740 nChanged 1
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	Iteration 88Q: 3 clusters Score -1500742 nChanged 2
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	Iteration 89Q: 3 clusters Score -1500738 nChanged 1
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Mstep: Class 1 contains 9989 members 
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	Iteration 90Q: 3 clusters Score -1500739 nChanged 2
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Mstep: Class 1 contains 9991 members 
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	Iteration 91Q: 3 clusters Score -1500738 nChanged 1
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	Iteration 92Q: 3 clusters Score -1500738 nChanged 2
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	Iteration 93Q: 3 clusters Score -1500738 nChanged 3
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	Iteration 94Q: 3 clusters Score -1500738 nChanged 1
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	Iteration 95Q: 3 clusters Score -1500737 nChanged 1
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	Iteration 96Q: 3 clusters Score -1500736 nChanged 2
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Mstep: Class 1 contains 10001 members 
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	Iteration 97Q: 3 clusters Score -1500737 nChanged 3
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	Iteration 98Q: 3 clusters Score -1500735 nChanged 1
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	Iteration 99Q: 3 clusters Score -1500736 nChanged 2
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Mstep: Class 1 contains 10007 members 
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	Iteration 100F: 3 clusters Score -1500736 nChanged 2
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	Iteration 101Q: 3 clusters Score -1500737 nChanged 1
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Score: -1500735.750000 Penalty: 4688.596680
	Iteration 102Q: 3 clusters Score -1500736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1500734.875000 Penalty: 4688.596680
	Iteration 103Q: 3 clusters Score -1500735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1500738.625000 Penalty: 4688.596680
	Iteration 104Q: 3 clusters Score -1500739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1500736.125000 Penalty: 4688.596680
	Iteration 105Q: 3 clusters Score -1500736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1500736.125000 Penalty: 4688.596680
	Iteration 106F: 3 clusters Score -1500736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Entering Unmasked Estep 
Score: -2636340.000000 Penalty: 2470.597412
	Iteration 0F: 2 clusters Score -2636340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2621482.750000 Penalty: 4941.194824
	Iteration 0F: 3 clusters Score -2621483 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2626475.750000 Penalty: 4941.194824
	Iteration 1F: 3 clusters Score -2626476 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2626906.500000 Penalty: 4941.194824
	Iteration 2F: 3 clusters Score -2626906 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2627308.500000 Penalty: 4941.194824
	Iteration 3Q: 3 clusters Score -2627308 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2627721.750000 Penalty: 4941.194824
	Iteration 4Q: 3 clusters Score -2627722 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2628213.250000 Penalty: 4941.194824
	Iteration 5Q: 3 clusters Score -2628213 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2628812.750000 Penalty: 4941.194824
	Iteration 6F: 3 clusters Score -2628813 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2629517.750000 Penalty: 4941.194824
	Iteration 7F: 3 clusters Score -2629518 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2630347.000000 Penalty: 4941.194824
	Iteration 8F: 3 clusters Score -2630347 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2631372.500000 Penalty: 4941.194824
	Iteration 9F: 3 clusters Score -2631372 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2632331.000000 Penalty: 4941.194824
	Iteration 10F: 3 clusters Score -2632331 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2632994.250000 Penalty: 4941.194824
	Iteration 11Q: 3 clusters Score -2632994 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2633448.250000 Penalty: 4941.194824
	Iteration 12Q: 3 clusters Score -2633448 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2633723.250000 Penalty: 4941.194824
	Iteration 13Q: 3 clusters Score -2633723 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2633903.750000 Penalty: 4941.194824
	Iteration 14Q: 3 clusters Score -2633904 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2634040.000000 Penalty: 4941.194824
	Iteration 15Q: 3 clusters Score -2634040 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -2634102.250000 Penalty: 4941.194824
	Iteration 16Q: 3 clusters Score -2634102 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2634148.750000 Penalty: 4941.194824
	Iteration 17Q: 3 clusters Score -2634149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2634177.750000 Penalty: 4941.194824
	Iteration 18Q: 3 clusters Score -2634178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -2634201.000000 Penalty: 4941.194824
	Iteration 19Q: 3 clusters Score -2634201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -2634211.500000 Penalty: 4941.194824
	Iteration 20F: 3 clusters Score -2634212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -2634218.500000 Penalty: 4941.194824
	Iteration 21Q: 3 clusters Score -2634218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -2634224.000000 Penalty: 4941.194824
	Iteration 22Q: 3 clusters Score -2634224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -2634236.250000 Penalty: 4941.194824
	Iteration 23Q: 3 clusters Score -2634236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2634239.000000 Penalty: 4941.194824
	Iteration 24Q: 3 clusters Score -2634239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2634243.500000 Penalty: 4941.194824
	Iteration 25Q: 3 clusters Score -2634244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -2634246.750000 Penalty: 4941.194824
	Iteration 26Q: 3 clusters Score -2634247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2634255.500000 Penalty: 4941.194824
	Iteration 27Q: 3 clusters Score -2634256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -2634260.250000 Penalty: 4941.194824
	Iteration 28Q: 3 clusters Score -2634260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -2634267.000000 Penalty: 4941.194824
	Iteration 29Q: 3 clusters Score -2634267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2634268.500000 Penalty: 4941.194824
	Iteration 30Q: 3 clusters Score -2634268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2634277.000000 Penalty: 4941.194824
	Iteration 31Q: 3 clusters Score -2634277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2634281.500000 Penalty: 4941.194824
	Iteration 32Q: 3 clusters Score -2634282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2634283.500000 Penalty: 4941.194824
	Iteration 33Q: 3 clusters Score -2634284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2634283.500000 Penalty: 4941.194824
	Iteration 34F: 3 clusters Score -2634284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -39192.593750 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -39192.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37804.765625 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -37804.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37940.062500 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -37940.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38014.804688 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -38014.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38092.781250 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -38092.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38132.992188 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -38132.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38154.921875 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -38154.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -38175.632812 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -38175.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38189.226562 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -38189.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38198.273438 Penalty: 2913.965820
	Iteration 8Q: 3 clusters Score -38198.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -38204.523438 Penalty: 2913.965820
	Iteration 9Q: 3 clusters Score -38204.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38209.054688 Penalty: 2913.965820
	Iteration 10Q: 3 clusters Score -38209.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38218.136719 Penalty: 2913.965820
	Iteration 11Q: 3 clusters Score -38218.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38223.589844 Penalty: 2913.965820
	Iteration 12Q: 3 clusters Score -38223.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38229.242188 Penalty: 2913.965820
	Iteration 13Q: 3 clusters Score -38229.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38240.800781 Penalty: 2913.965820
	Iteration 14Q: 3 clusters Score -38240.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38255.152344 Penalty: 2913.965820
	Iteration 15Q: 3 clusters Score -38255.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38262.734375 Penalty: 2913.965820
	Iteration 16Q: 3 clusters Score -38262.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38278.222656 Penalty: 2913.965820
	Iteration 17Q: 3 clusters Score -38278.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38280.902344 Penalty: 2913.965820
	Iteration 18Q: 3 clusters Score -38280.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38288.281250 Penalty: 2913.965820
	Iteration 19Q: 3 clusters Score -38288.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38297.550781 Penalty: 2913.965820
	Iteration 20F: 3 clusters Score -38297.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38308.058594 Penalty: 2913.965820
	Iteration 21Q: 3 clusters Score -38308.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38311.160156 Penalty: 2913.965820
	Iteration 22Q: 3 clusters Score -38311.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -38319.296875 Penalty: 2913.965820
	Iteration 23Q: 3 clusters Score -38319.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38334.730469 Penalty: 2913.965820
	Iteration 24Q: 3 clusters Score -38334.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38344.488281 Penalty: 2913.965820
	Iteration 25Q: 3 clusters Score -38344.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38344.488281 Penalty: 2913.965820
	Iteration 26F: 3 clusters Score -38344.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 186 members 
Mstep: Class 3 contains 122372 members 
Mstep: Class 4 contains 22210 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3924 members 
Mstep: Class 7 contains 17176 members 
Mstep: Class 8 contains 321275 members 
Mstep: Class 9 contains 63095 members 
Mstep: Class 10 contains 25175 members 
Mstep: Class 11 contains 4115 members 
Mstep: Class 12 contains 32376 members 
Mstep: Class 13 contains 13545 members 
Mstep: Class 14 contains 4505 members 
Mstep: Class 15 contains 202184 members 
Mstep: Class 16 contains 77731 members 
Mstep: Class 17 contains 5285 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 30672 members 
Mstep: Class 21 contains 3219 members 
Mstep: Class 22 contains 20924 members 
Mstep: Class 23 contains 12744 members 
Mstep: Class 24 contains 21207 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154560240.000000 Penalty: 97617.203125
Iteration 79Q: 29 clusters Score -1.545602e+08 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 122296 members 
Mstep: Class 4 contains 22114 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 17236 members 
Mstep: Class 8 contains 322474 members 
Mstep: Class 9 contains 63206 members 
Mstep: Class 10 contains 25216 members 
Mstep: Class 11 contains 4111 members 
Mstep: Class 12 contains 32342 members 
Mstep: Class 13 contains 13596 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 202195 members 
Mstep: Class 16 contains 77701 members 
Mstep: Class 17 contains 6066 members 
Mstep: Class 18 contains 1447 members 
Mstep: Class 19 contains 722 members 
Mstep: Class 20 contains 30672 members 
Mstep: Class 21 contains 3221 members 
Mstep: Class 22 contains 20939 members 
Mstep: Class 23 contains 12587 members 
Mstep: Class 24 contains 21253 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 258339 members 
Mstep: Class 28 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154560480.000000 Penalty: 97617.203125
Iteration 80F: 29 clusters Score -1.545605e+08 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122111 members 
Mstep: Class 4 contains 21905 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3925 members 
Mstep: Class 7 contains 17272 members 
Mstep: Class 8 contains 321301 members 
Mstep: Class 9 contains 63153 members 
Mstep: Class 10 contains 25246 members 
Mstep: Class 11 contains 4111 members 
Mstep: Class 12 contains 32304 members 
Mstep: Class 13 contains 13656 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 201673 members 
Mstep: Class 16 contains 77430 members 
Mstep: Class 17 contains 6591 members 
Mstep: Class 18 contains 1428 members 
Mstep: Class 19 contains 721 members 
Mstep: Class 20 contains 30653 members 
Mstep: Class 21 contains 3222 members 
Mstep: Class 22 contains 20947 members 
Mstep: Class 23 contains 12462 members 
Mstep: Class 24 contains 21224 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 260295 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154563248.000000 Penalty: 97617.203125
Iteration 81Q: 29 clusters Score -1.545632e+08 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 121893 members 
Mstep: Class 4 contains 21704 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3925 members 
Mstep: Class 7 contains 17296 members 
Mstep: Class 8 contains 320795 members 
Mstep: Class 9 contains 63099 members 
Mstep: Class 10 contains 25289 members 
Mstep: Class 11 contains 4107 members 
Mstep: Class 12 contains 32255 members 
Mstep: Class 13 contains 13692 members 
Mstep: Class 14 contains 4523 members 
Mstep: Class 15 contains 201123 members 
Mstep: Class 16 contains 77200 members 
Mstep: Class 17 contains 7048 members 
Mstep: Class 18 contains 1412 members 
Mstep: Class 19 contains 719 members 
Mstep: Class 20 contains 30643 members 
Mstep: Class 21 contains 3223 members 
Mstep: Class 22 contains 20940 members 
Mstep: Class 23 contains 12378 members 
Mstep: Class 24 contains 21208 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 261650 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154565040.000000 Penalty: 97617.203125
Iteration 82Q: 29 clusters Score -1.54565e+08 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 121657 members 
Mstep: Class 4 contains 21485 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3925 members 
Mstep: Class 7 contains 17319 members 
Mstep: Class 8 contains 320418 members 
Mstep: Class 9 contains 63057 members 
Mstep: Class 10 contains 25310 members 
Mstep: Class 11 contains 4106 members 
Mstep: Class 12 contains 32195 members 
Mstep: Class 13 contains 13726 members 
Mstep: Class 14 contains 4535 members 
Mstep: Class 15 contains 200512 members 
Mstep: Class 16 contains 76995 members 
Mstep: Class 17 contains 7506 members 
Mstep: Class 18 contains 1401 members 
Mstep: Class 19 contains 719 members 
Mstep: Class 20 contains 30625 members 
Mstep: Class 21 contains 3222 members 
Mstep: Class 22 contains 20951 members 
Mstep: Class 23 contains 12327 members 
Mstep: Class 24 contains 21207 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 262901 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154565536.000000 Penalty: 97617.203125
Iteration 83Q: 29 clusters Score -1.545655e+08 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 121457 members 
Mstep: Class 4 contains 21282 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3925 members 
Mstep: Class 7 contains 17339 members 
Mstep: Class 8 contains 319933 members 
Mstep: Class 9 contains 62995 members 
Mstep: Class 10 contains 25341 members 
Mstep: Class 11 contains 4103 members 
Mstep: Class 12 contains 32139 members 
Mstep: Class 13 contains 13756 members 
Mstep: Class 14 contains 4544 members 
Mstep: Class 15 contains 199961 members 
Mstep: Class 16 contains 76814 members 
Mstep: Class 17 contains 7961 members 
Mstep: Class 18 contains 1391 members 
Mstep: Class 19 contains 719 members 
Mstep: Class 20 contains 30603 members 
Mstep: Class 21 contains 3227 members 
Mstep: Class 22 contains 20966 members 
Mstep: Class 23 contains 12261 members 
Mstep: Class 24 contains 21214 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 264147 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154567424.000000 Penalty: 97617.203125
Iteration 84Q: 29 clusters Score -1.545674e+08 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 121246 members 
Mstep: Class 4 contains 21092 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3925 members 
Mstep: Class 7 contains 17367 members 
Mstep: Class 8 contains 319584 members 
Mstep: Class 9 contains 62911 members 
Mstep: Class 10 contains 25376 members 
Mstep: Class 11 contains 4100 members 
Mstep: Class 12 contains 32083 members 
Mstep: Class 13 contains 13778 members 
Mstep: Class 14 contains 4549 members 
Mstep: Class 15 contains 199415 members 
Mstep: Class 16 contains 76632 members 
Mstep: Class 17 contains 8383 members 
Mstep: Class 18 contains 1383 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 30588 members 
Mstep: Class 21 contains 3225 members 
Mstep: Class 22 contains 20997 members 
Mstep: Class 23 contains 12195 members 
Mstep: Class 24 contains 21164 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 265335 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154568672.000000 Penalty: 97617.203125
Iteration 85Q: 29 clusters Score -1.545687e+08 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 121019 members 
Mstep: Class 4 contains 20908 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3925 members 
Mstep: Class 7 contains 17378 members 
Mstep: Class 8 contains 319252 members 
Mstep: Class 9 contains 62793 members 
Mstep: Class 10 contains 25402 members 
Mstep: Class 11 contains 4101 members 
Mstep: Class 12 contains 32031 members 
Mstep: Class 13 contains 13795 members 
Mstep: Class 14 contains 4552 members 
Mstep: Class 15 contains 198808 members 
Mstep: Class 16 contains 76524 members 
Mstep: Class 17 contains 8821 members 
Mstep: Class 18 contains 1371 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 30575 members 
Mstep: Class 21 contains 3223 members 
Mstep: Class 22 contains 21017 members 
Mstep: Class 23 contains 12133 members 
Mstep: Class 24 contains 21120 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 266550 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154569648.000000 Penalty: 97617.203125
Iteration 86Q: 29 clusters Score -1.545696e+08 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 120748 members 
Mstep: Class 4 contains 20751 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 17371 members 
Mstep: Class 8 contains 318854 members 
Mstep: Class 9 contains 62673 members 
Mstep: Class 10 contains 25424 members 
Mstep: Class 11 contains 4101 members 
Mstep: Class 12 contains 32006 members 
Mstep: Class 13 contains 13817 members 
Mstep: Class 14 contains 4553 members 
Mstep: Class 15 contains 198217 members 
Mstep: Class 16 contains 76411 members 
Mstep: Class 17 contains 9288 members 
Mstep: Class 18 contains 1357 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 30564 members 
Mstep: Class 21 contains 3223 members 
Mstep: Class 22 contains 21040 members 
Mstep: Class 23 contains 12074 members 
Mstep: Class 24 contains 21099 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 267767 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154570896.000000 Penalty: 97617.203125
Iteration 87Q: 29 clusters Score -1.545709e+08 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 120500 members 
Mstep: Class 4 contains 20595 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3925 members 
Mstep: Class 7 contains 17364 members 
Mstep: Class 8 contains 318460 members 
Mstep: Class 9 contains 62531 members 
Mstep: Class 10 contains 25447 members 
Mstep: Class 11 contains 4101 members 
Mstep: Class 12 contains 31965 members 
Mstep: Class 13 contains 13837 members 
Mstep: Class 14 contains 4554 members 
Mstep: Class 15 contains 197599 members 
Mstep: Class 16 contains 76333 members 
Mstep: Class 17 contains 9715 members 
Mstep: Class 18 contains 1343 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 30563 members 
Mstep: Class 21 contains 3224 members 
Mstep: Class 22 contains 21062 members 
Mstep: Class 23 contains 12027 members 
Mstep: Class 24 contains 21062 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 269024 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154571776.000000 Penalty: 97617.203125
Iteration 88Q: 29 clusters Score -1.545718e+08 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 120224 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3924 members 
Mstep: Class 7 contains 17341 members 
Mstep: Class 8 contains 318052 members 
Mstep: Class 9 contains 62368 members 
Mstep: Class 10 contains 25476 members 
Mstep: Class 11 contains 4099 members 
Mstep: Class 12 contains 31931 members 
Mstep: Class 13 contains 13863 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 197069 members 
Mstep: Class 16 contains 76270 members 
Mstep: Class 17 contains 10139 members 
Mstep: Class 18 contains 1330 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 30566 members 
Mstep: Class 21 contains 3222 members 
Mstep: Class 22 contains 21073 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 21012 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 270284 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154572560.000000 Penalty: 97617.203125
Iteration 89Q: 29 clusters Score -1.545726e+08 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 119991 members 
Mstep: Class 4 contains 20289 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3925 members 
Mstep: Class 7 contains 17305 members 
Mstep: Class 8 contains 317457 members 
Mstep: Class 9 contains 62158 members 
Mstep: Class 10 contains 25501 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 31903 members 
Mstep: Class 13 contains 13878 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 196572 members 
Mstep: Class 16 contains 76211 members 
Mstep: Class 17 contains 10542 members 
Mstep: Class 18 contains 1320 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 30557 members 
Mstep: Class 21 contains 3223 members 
Mstep: Class 22 contains 21083 members 
Mstep: Class 23 contains 11936 members 
Mstep: Class 24 contains 20977 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 271672 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573760.000000 Penalty: 97617.203125
Iteration 90Q: 29 clusters Score -1.545738e+08 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 119767 members 
Mstep: Class 4 contains 20166 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3925 members 
Mstep: Class 7 contains 17284 members 
Mstep: Class 8 contains 316904 members 
Mstep: Class 9 contains 61996 members 
Mstep: Class 10 contains 25522 members 
Mstep: Class 11 contains 4100 members 
Mstep: Class 12 contains 31880 members 
Mstep: Class 13 contains 13888 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 196030 members 
Mstep: Class 16 contains 76149 members 
Mstep: Class 17 contains 10955 members 
Mstep: Class 18 contains 1305 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 30549 members 
Mstep: Class 21 contains 3217 members 
Mstep: Class 22 contains 21090 members 
Mstep: Class 23 contains 11909 members 
Mstep: Class 24 contains 20942 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 272980 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574992.000000 Penalty: 97617.203125
Iteration 91Q: 29 clusters Score -1.54575e+08 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 119541 members 
Mstep: Class 4 contains 20055 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3925 members 
Mstep: Class 7 contains 17265 members 
Mstep: Class 8 contains 316509 members 
Mstep: Class 9 contains 61842 members 
Mstep: Class 10 contains 25531 members 
Mstep: Class 11 contains 4099 members 
Mstep: Class 12 contains 31847 members 
Mstep: Class 13 contains 13903 members 
Mstep: Class 14 contains 4578 members 
Mstep: Class 15 contains 195477 members 
Mstep: Class 16 contains 76071 members 
Mstep: Class 17 contains 11367 members 
Mstep: Class 18 contains 1296 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 30544 members 
Mstep: Class 21 contains 3209 members 
Mstep: Class 22 contains 21100 members 
Mstep: Class 23 contains 11891 members 
Mstep: Class 24 contains 20887 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 274154 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154575984.000000 Penalty: 97617.203125
Iteration 92Q: 29 clusters Score -1.54576e+08 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 119348 members 
Mstep: Class 4 contains 19957 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3925 members 
Mstep: Class 7 contains 17234 members 
Mstep: Class 8 contains 316118 members 
Mstep: Class 9 contains 61706 members 
Mstep: Class 10 contains 25558 members 
Mstep: Class 11 contains 4092 members 
Mstep: Class 12 contains 31808 members 
Mstep: Class 13 contains 13906 members 
Mstep: Class 14 contains 4580 members 
Mstep: Class 15 contains 194975 members 
Mstep: Class 16 contains 75978 members 
Mstep: Class 17 contains 11761 members 
Mstep: Class 18 contains 1290 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 30541 members 
Mstep: Class 21 contains 3201 members 
Mstep: Class 22 contains 21113 members 
Mstep: Class 23 contains 11850 members 
Mstep: Class 24 contains 20840 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 275271 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576320.000000 Penalty: 97617.203125
Iteration 93Q: 29 clusters Score -1.545763e+08 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 119146 members 
Mstep: Class 4 contains 19861 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3925 members 
Mstep: Class 7 contains 17218 members 
Mstep: Class 8 contains 315711 members 
Mstep: Class 9 contains 61597 members 
Mstep: Class 10 contains 25592 members 
Mstep: Class 11 contains 4093 members 
Mstep: Class 12 contains 31775 members 
Mstep: Class 13 contains 13920 members 
Mstep: Class 14 contains 4583 members 
Mstep: Class 15 contains 194482 members 
Mstep: Class 16 contains 75882 members 
Mstep: Class 17 contains 12142 members 
Mstep: Class 18 contains 1281 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 30531 members 
Mstep: Class 21 contains 3202 members 
Mstep: Class 22 contains 21119 members 
Mstep: Class 23 contains 11837 members 
Mstep: Class 24 contains 20799 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 276307 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576480.000000 Penalty: 97617.203125
Iteration 94Q: 29 clusters Score -1.545765e+08 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118928 members 
Mstep: Class 4 contains 19771 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 17197 members 
Mstep: Class 8 contains 315358 members 
Mstep: Class 9 contains 61514 members 
Mstep: Class 10 contains 25614 members 
Mstep: Class 11 contains 4092 members 
Mstep: Class 12 contains 31747 members 
Mstep: Class 13 contains 13933 members 
Mstep: Class 14 contains 4586 members 
Mstep: Class 15 contains 194052 members 
Mstep: Class 16 contains 75796 members 
Mstep: Class 17 contains 12527 members 
Mstep: Class 18 contains 1271 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 30518 members 
Mstep: Class 21 contains 3199 members 
Mstep: Class 22 contains 21127 members 
Mstep: Class 23 contains 11816 members 
Mstep: Class 24 contains 20761 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 277216 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577232.000000 Penalty: 97617.203125
Iteration 95Q: 29 clusters Score -1.545772e+08 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118704 members 
Mstep: Class 4 contains 19681 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 315024 members 
Mstep: Class 9 contains 61425 members 
Mstep: Class 10 contains 25637 members 
Mstep: Class 11 contains 4091 members 
Mstep: Class 12 contains 31719 members 
Mstep: Class 13 contains 13945 members 
Mstep: Class 14 contains 4588 members 
Mstep: Class 15 contains 193750 members 
Mstep: Class 16 contains 75735 members 
Mstep: Class 17 contains 12879 members 
Mstep: Class 18 contains 1260 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 30512 members 
Mstep: Class 21 contains 3197 members 
Mstep: Class 22 contains 21135 members 
Mstep: Class 23 contains 11795 members 
Mstep: Class 24 contains 20683 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 278025 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577856.000000 Penalty: 97617.203125
Iteration 96Q: 29 clusters Score -1.545779e+08 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118485 members 
Mstep: Class 4 contains 19595 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 17131 members 
Mstep: Class 8 contains 314660 members 
Mstep: Class 9 contains 61347 members 
Mstep: Class 10 contains 25663 members 
Mstep: Class 11 contains 4090 members 
Mstep: Class 12 contains 31704 members 
Mstep: Class 13 contains 13949 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 193494 members 
Mstep: Class 16 contains 75656 members 
Mstep: Class 17 contains 13234 members 
Mstep: Class 18 contains 1247 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 30510 members 
Mstep: Class 21 contains 3192 members 
Mstep: Class 22 contains 21140 members 
Mstep: Class 23 contains 11771 members 
Mstep: Class 24 contains 20647 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 278796 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578528.000000 Penalty: 97617.203125
Iteration 97Q: 29 clusters Score -1.545785e+08 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118257 members 
Mstep: Class 4 contains 19503 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 17088 members 
Mstep: Class 8 contains 314298 members 
Mstep: Class 9 contains 61245 members 
Mstep: Class 10 contains 25682 members 
Mstep: Class 11 contains 4090 members 
Mstep: Class 12 contains 31693 members 
Mstep: Class 13 contains 13943 members 
Mstep: Class 14 contains 4594 members 
Mstep: Class 15 contains 193245 members 
Mstep: Class 16 contains 75581 members 
Mstep: Class 17 contains 13551 members 
Mstep: Class 18 contains 1235 members 
Mstep: Class 19 contains 721 members 
Mstep: Class 20 contains 30505 members 
Mstep: Class 21 contains 3198 members 
Mstep: Class 22 contains 21147 members 
Mstep: Class 23 contains 11757 members 
Mstep: Class 24 contains 20620 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 279620 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578848.000000 Penalty: 97617.203125
Iteration 98Q: 29 clusters Score -1.545788e+08 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118029 members 
Mstep: Class 4 contains 19416 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3928 members 
Mstep: Class 7 contains 17053 members 
Mstep: Class 8 contains 313930 members 
Mstep: Class 9 contains 61146 members 
Mstep: Class 10 contains 25692 members 
Mstep: Class 11 contains 4090 members 
Mstep: Class 12 contains 31692 members 
Mstep: Class 13 contains 13947 members 
Mstep: Class 14 contains 4596 members 
Mstep: Class 15 contains 193094 members 
Mstep: Class 16 contains 75513 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 721 members 
Mstep: Class 20 contains 30501 members 
Mstep: Class 21 contains 3200 members 
Mstep: Class 22 contains 21148 members 
Mstep: Class 23 contains 11740 members 
Mstep: Class 24 contains 20571 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 280343 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579744.000000 Penalty: 97617.203125
Iteration 99Q: 29 clusters Score -1.545797e+08 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 117802 members 
Mstep: Class 4 contains 19331 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3928 members 
Mstep: Class 7 contains 17018 members 
Mstep: Class 8 contains 313583 members 
Mstep: Class 9 contains 61029 members 
Mstep: Class 10 contains 25704 members 
Mstep: Class 11 contains 4091 members 
Mstep: Class 12 contains 31678 members 
Mstep: Class 13 contains 13946 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 192994 members 
Mstep: Class 16 contains 75460 members 
Mstep: Class 17 contains 14200 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 722 members 
Mstep: Class 20 contains 30491 members 
Mstep: Class 21 contains 3200 members 
Mstep: Class 22 contains 21154 members 
Mstep: Class 23 contains 11727 members 
Mstep: Class 24 contains 20539 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 281001 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580624.000000 Penalty: 97617.203125
Iteration 100F: 29 clusters Score -1.545806e+08 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 117567 members 
Mstep: Class 4 contains 19251 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3928 members 
Mstep: Class 7 contains 16995 members 
Mstep: Class 8 contains 313221 members 
Mstep: Class 9 contains 60928 members 
Mstep: Class 10 contains 25720 members 
Mstep: Class 11 contains 4092 members 
Mstep: Class 12 contains 31667 members 
Mstep: Class 13 contains 13940 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 192908 members 
Mstep: Class 16 contains 75427 members 
Mstep: Class 17 contains 14498 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 722 members 
Mstep: Class 20 contains 30482 members 
Mstep: Class 21 contains 3196 members 
Mstep: Class 22 contains 21158 members 
Mstep: Class 23 contains 11730 members 
Mstep: Class 24 contains 20463 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 281656 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581584.000000 Penalty: 97617.203125
Iteration 101Q: 29 clusters Score -1.545816e+08 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 117302 members 
Mstep: Class 4 contains 19169 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3930 members 
Mstep: Class 7 contains 16975 members 
Mstep: Class 8 contains 312801 members 
Mstep: Class 9 contains 60841 members 
Mstep: Class 10 contains 25732 members 
Mstep: Class 11 contains 4089 members 
Mstep: Class 12 contains 31664 members 
Mstep: Class 13 contains 13951 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 192801 members 
Mstep: Class 16 contains 75411 members 
Mstep: Class 17 contains 14843 members 
Mstep: Class 18 contains 1192 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 30468 members 
Mstep: Class 21 contains 3191 members 
Mstep: Class 22 contains 21154 members 
Mstep: Class 23 contains 11725 members 
Mstep: Class 24 contains 20411 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 282317 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154582064.000000 Penalty: 97617.203125
Iteration 102Q: 29 clusters Score -1.545821e+08 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 117027 members 
Mstep: Class 4 contains 19094 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3930 members 
Mstep: Class 7 contains 16975 members 
Mstep: Class 8 contains 312341 members 
Mstep: Class 9 contains 60758 members 
Mstep: Class 10 contains 25740 members 
Mstep: Class 11 contains 4086 members 
Mstep: Class 12 contains 31649 members 
Mstep: Class 13 contains 13952 members 
Mstep: Class 14 contains 4614 members 
Mstep: Class 15 contains 192690 members 
Mstep: Class 16 contains 75423 members 
Mstep: Class 17 contains 15143 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 30470 members 
Mstep: Class 21 contains 3191 members 
Mstep: Class 22 contains 21156 members 
Mstep: Class 23 contains 11714 members 
Mstep: Class 24 contains 20393 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 282987 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154582864.000000 Penalty: 97617.203125
Iteration 103Q: 29 clusters Score -1.545829e+08 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 116760 members 
Mstep: Class 4 contains 19007 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3929 members 
Mstep: Class 7 contains 16991 members 
Mstep: Class 8 contains 311951 members 
Mstep: Class 9 contains 60672 members 
Mstep: Class 10 contains 25759 members 
Mstep: Class 11 contains 4085 members 
Mstep: Class 12 contains 31641 members 
Mstep: Class 13 contains 13955 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 192620 members 
Mstep: Class 16 contains 75448 members 
Mstep: Class 17 contains 15478 members 
Mstep: Class 18 contains 1165 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 30469 members 
Mstep: Class 21 contains 3192 members 
Mstep: Class 22 contains 21153 members 
Mstep: Class 23 contains 11705 members 
Mstep: Class 24 contains 20353 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 283497 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154583584.000000 Penalty: 97617.203125
Iteration 104Q: 29 clusters Score -1.545836e+08 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 116488 members 
Mstep: Class 4 contains 18920 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3932 members 
Mstep: Class 7 contains 17002 members 
Mstep: Class 8 contains 311620 members 
Mstep: Class 9 contains 60609 members 
Mstep: Class 10 contains 25763 members 
Mstep: Class 11 contains 4088 members 
Mstep: Class 12 contains 31633 members 
Mstep: Class 13 contains 13958 members 
Mstep: Class 14 contains 4637 members 
Mstep: Class 15 contains 192581 members 
Mstep: Class 16 contains 75476 members 
Mstep: Class 17 contains 15790 members 
Mstep: Class 18 contains 1147 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 30464 members 
Mstep: Class 21 contains 3191 members 
Mstep: Class 22 contains 21161 members 
Mstep: Class 23 contains 11718 members 
Mstep: Class 24 contains 20344 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 283869 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154583936.000000 Penalty: 97617.203125
Iteration 105Q: 29 clusters Score -1.545839e+08 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 116205 members 
Mstep: Class 4 contains 18872 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3933 members 
Mstep: Class 7 contains 17010 members 
Mstep: Class 8 contains 311319 members 
Mstep: Class 9 contains 60542 members 
Mstep: Class 10 contains 25764 members 
Mstep: Class 11 contains 4096 members 
Mstep: Class 12 contains 31629 members 
Mstep: Class 13 contains 13963 members 
Mstep: Class 14 contains 4649 members 
Mstep: Class 15 contains 192526 members 
Mstep: Class 16 contains 75506 members 
Mstep: Class 17 contains 16115 members 
Mstep: Class 18 contains 1128 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 30464 members 
Mstep: Class 21 contains 3192 members 
Mstep: Class 22 contains 21152 members 
Mstep: Class 23 contains 11722 members 
Mstep: Class 24 contains 20329 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 284205 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154584272.000000 Penalty: 97617.203125
Iteration 106Q: 29 clusters Score -1.545843e+08 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 115939 members 
Mstep: Class 4 contains 18828 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3935 members 
Mstep: Class 7 contains 17012 members 
Mstep: Class 8 contains 310951 members 
Mstep: Class 9 contains 60506 members 
Mstep: Class 10 contains 25784 members 
Mstep: Class 11 contains 4103 members 
Mstep: Class 12 contains 31615 members 
Mstep: Class 13 contains 13963 members 
Mstep: Class 14 contains 4659 members 
Mstep: Class 15 contains 192488 members 
Mstep: Class 16 contains 75535 members 
Mstep: Class 17 contains 16447 members 
Mstep: Class 18 contains 1109 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 30459 members 
Mstep: Class 21 contains 3188 members 
Mstep: Class 22 contains 21143 members 
Mstep: Class 23 contains 11714 members 
Mstep: Class 24 contains 20315 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 284563 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154584544.000000 Penalty: 97617.203125
Iteration 107Q: 29 clusters Score -1.545845e+08 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 115661 members 
Mstep: Class 4 contains 18769 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3935 members 
Mstep: Class 7 contains 16989 members 
Mstep: Class 8 contains 310490 members 
Mstep: Class 9 contains 60481 members 
Mstep: Class 10 contains 25787 members 
Mstep: Class 11 contains 4109 members 
Mstep: Class 12 contains 31600 members 
Mstep: Class 13 contains 13962 members 
Mstep: Class 14 contains 4668 members 
Mstep: Class 15 contains 192510 members 
Mstep: Class 16 contains 75581 members 
Mstep: Class 17 contains 16780 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 30462 members 
Mstep: Class 21 contains 3187 members 
Mstep: Class 22 contains 21145 members 
Mstep: Class 23 contains 11700 members 
Mstep: Class 24 contains 20313 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 284967 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154585296.000000 Penalty: 97617.203125
Iteration 108Q: 29 clusters Score -1.545853e+08 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 115389 members 
Mstep: Class 4 contains 18719 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3935 members 
Mstep: Class 7 contains 16976 members 
Mstep: Class 8 contains 310141 members 
Mstep: Class 9 contains 60458 members 
Mstep: Class 10 contains 25805 members 
Mstep: Class 11 contains 4112 members 
Mstep: Class 12 contains 31595 members 
Mstep: Class 13 contains 13960 members 
Mstep: Class 14 contains 4674 members 
Mstep: Class 15 contains 192482 members 
Mstep: Class 16 contains 75625 members 
Mstep: Class 17 contains 17137 members 
Mstep: Class 18 contains 1090 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 30462 members 
Mstep: Class 21 contains 3182 members 
Mstep: Class 22 contains 21142 members 
Mstep: Class 23 contains 11697 members 
Mstep: Class 24 contains 20326 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 285230 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154585568.000000 Penalty: 97617.203125
Iteration 109Q: 29 clusters Score -1.545856e+08 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 115168 members 
Mstep: Class 4 contains 18662 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3935 members 
Mstep: Class 7 contains 16971 members 
Mstep: Class 8 contains 309820 members 
Mstep: Class 9 contains 60412 members 
Mstep: Class 10 contains 25819 members 
Mstep: Class 11 contains 4111 members 
Mstep: Class 12 contains 31586 members 
Mstep: Class 13 contains 13960 members 
Mstep: Class 14 contains 4679 members 
Mstep: Class 15 contains 192499 members 
Mstep: Class 16 contains 75662 members 
Mstep: Class 17 contains 17487 members 
Mstep: Class 18 contains 1076 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 30465 members 
Mstep: Class 21 contains 3182 members 
Mstep: Class 22 contains 21140 members 
Mstep: Class 23 contains 11685 members 
Mstep: Class 24 contains 20308 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 285451 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154585472.000000 Penalty: 97617.203125
Iteration 110Q: 29 clusters Score -1.545855e+08 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 114948 members 
Mstep: Class 4 contains 18604 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3935 members 
Mstep: Class 7 contains 16957 members 
Mstep: Class 8 contains 309486 members 
Mstep: Class 9 contains 60372 members 
Mstep: Class 10 contains 25839 members 
Mstep: Class 11 contains 4113 members 
Mstep: Class 12 contains 31564 members 
Mstep: Class 13 contains 13966 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 192552 members 
Mstep: Class 16 contains 75705 members 
Mstep: Class 17 contains 17827 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 30469 members 
Mstep: Class 21 contains 3184 members 
Mstep: Class 22 contains 21146 members 
Mstep: Class 23 contains 11676 members 
Mstep: Class 24 contains 20299 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 285647 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154585664.000000 Penalty: 97617.203125
Iteration 111Q: 29 clusters Score -1.545857e+08 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 114767 members 
Mstep: Class 4 contains 18551 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3934 members 
Mstep: Class 7 contains 16936 members 
Mstep: Class 8 contains 309232 members 
Mstep: Class 9 contains 60340 members 
Mstep: Class 10 contains 25851 members 
Mstep: Class 11 contains 4114 members 
Mstep: Class 12 contains 31545 members 
Mstep: Class 13 contains 13973 members 
Mstep: Class 14 contains 4687 members 
Mstep: Class 15 contains 192588 members 
Mstep: Class 16 contains 75756 members 
Mstep: Class 17 contains 18166 members 
Mstep: Class 18 contains 1051 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 30465 members 
Mstep: Class 21 contains 3183 members 
Mstep: Class 22 contains 21144 members 
Mstep: Class 23 contains 11679 members 
Mstep: Class 24 contains 20288 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 285747 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154586288.000000 Penalty: 97617.203125
Iteration 112Q: 29 clusters Score -1.545863e+08 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 114591 members 
Mstep: Class 4 contains 18506 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3934 members 
Mstep: Class 7 contains 16905 members 
Mstep: Class 8 contains 308953 members 
Mstep: Class 9 contains 60304 members 
Mstep: Class 10 contains 25866 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 31520 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 4694 members 
Mstep: Class 15 contains 192621 members 
Mstep: Class 16 contains 75792 members 
Mstep: Class 17 contains 18498 members 
Mstep: Class 18 contains 1043 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 30470 members 
Mstep: Class 21 contains 3185 members 
Mstep: Class 22 contains 21144 members 
Mstep: Class 23 contains 11677 members 
Mstep: Class 24 contains 20291 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 285868 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154586592.000000 Penalty: 97617.203125
Iteration 113Q: 29 clusters Score -1.545866e+08 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 114426 members 
Mstep: Class 4 contains 18455 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3935 members 
Mstep: Class 7 contains 16849 members 
Mstep: Class 8 contains 308649 members 
Mstep: Class 9 contains 60237 members 
Mstep: Class 10 contains 25870 members 
Mstep: Class 11 contains 4122 members 
Mstep: Class 12 contains 31504 members 
Mstep: Class 13 contains 13994 members 
Mstep: Class 14 contains 4696 members 
Mstep: Class 15 contains 192661 members 
Mstep: Class 16 contains 75846 members 
Mstep: Class 17 contains 18809 members 
Mstep: Class 18 contains 1036 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 30480 members 
Mstep: Class 21 contains 3181 members 
Mstep: Class 22 contains 21155 members 
Mstep: Class 23 contains 11676 members 
Mstep: Class 24 contains 20284 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 286063 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154586496.000000 Penalty: 97617.203125
Iteration 114Q: 29 clusters Score -1.545865e+08 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 114261 members 
Mstep: Class 4 contains 18411 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3935 members 
Mstep: Class 7 contains 16810 members 
Mstep: Class 8 contains 308443 members 
Mstep: Class 9 contains 60168 members 
Mstep: Class 10 contains 25881 members 
Mstep: Class 11 contains 4125 members 
Mstep: Class 12 contains 31485 members 
Mstep: Class 13 contains 13993 members 
Mstep: Class 14 contains 4696 members 
Mstep: Class 15 contains 192660 members 
Mstep: Class 16 contains 75880 members 
Mstep: Class 17 contains 19092 members 
Mstep: Class 18 contains 1027 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 30479 members 
Mstep: Class 21 contains 3186 members 
Mstep: Class 22 contains 21152 members 
Mstep: Class 23 contains 11676 members 
Mstep: Class 24 contains 20272 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 286252 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154586672.000000 Penalty: 97617.203125
Iteration 115Q: 29 clusters Score -1.545867e+08 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 114090 members 
Mstep: Class 4 contains 18396 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3934 members 
Mstep: Class 7 contains 16773 members 
Mstep: Class 8 contains 308192 members 
Mstep: Class 9 contains 60106 members 
Mstep: Class 10 contains 25891 members 
Mstep: Class 11 contains 4129 members 
Mstep: Class 12 contains 31472 members 
Mstep: Class 13 contains 13996 members 
Mstep: Class 14 contains 4696 members 
Mstep: Class 15 contains 192596 members 
Mstep: Class 16 contains 75915 members 
Mstep: Class 17 contains 19387 members 
Mstep: Class 18 contains 1022 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 30475 members 
Mstep: Class 21 contains 3187 members 
Mstep: Class 22 contains 21151 members 
Mstep: Class 23 contains 11668 members 
Mstep: Class 24 contains 20272 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 286488 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154587152.000000 Penalty: 97617.203125
Iteration 116Q: 29 clusters Score -1.545872e+08 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 113925 members 
Mstep: Class 4 contains 18379 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3932 members 
Mstep: Class 7 contains 16731 members 
Mstep: Class 8 contains 307807 members 
Mstep: Class 9 contains 60050 members 
Mstep: Class 10 contains 25905 members 
Mstep: Class 11 contains 4128 members 
Mstep: Class 12 contains 31464 members 
Mstep: Class 13 contains 14004 members 
Mstep: Class 14 contains 4698 members 
Mstep: Class 15 contains 192593 members 
Mstep: Class 16 contains 75974 members 
Mstep: Class 17 contains 19685 members 
Mstep: Class 18 contains 1017 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 30479 members 
Mstep: Class 21 contains 3184 members 
Mstep: Class 22 contains 21142 members 
Mstep: Class 23 contains 11663 members 
Mstep: Class 24 contains 20252 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 286775 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154586992.000000 Penalty: 97617.203125
Iteration 117Q: 29 clusters Score -1.54587e+08 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 113760 members 
Mstep: Class 4 contains 18366 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3932 members 
Mstep: Class 7 contains 16688 members 
Mstep: Class 8 contains 307521 members 
Mstep: Class 9 contains 59987 members 
Mstep: Class 10 contains 25917 members 
Mstep: Class 11 contains 4128 members 
Mstep: Class 12 contains 31439 members 
Mstep: Class 13 contains 14009 members 
Mstep: Class 14 contains 4699 members 
Mstep: Class 15 contains 192600 members 
Mstep: Class 16 contains 76037 members 
Mstep: Class 17 contains 19953 members 
Mstep: Class 18 contains 1017 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 30483 members 
Mstep: Class 21 contains 3179 members 
Mstep: Class 22 contains 21149 members 
Mstep: Class 23 contains 11655 members 
Mstep: Class 24 contains 20235 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 286995 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154587520.000000 Penalty: 97617.203125
Iteration 118Q: 29 clusters Score -1.545875e+08 nChanged 3687
Entering ConstructFrom: 
Score: -154587520.000000 Penalty: 97617.203125
Entering ConstructFrom: 
Trying to split cluster 1 (7295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Entering Unmasked Estep 
Score: -867560.125000 Penalty: 2205.946045
	Iteration 0F: 2 clusters Score -867560.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -861629.375000 Penalty: 4411.892090
	Iteration 0F: 3 clusters Score -861629.4 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -863161.187500 Penalty: 4411.892090
	Iteration 1F: 3 clusters Score -863161.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -863411.250000 Penalty: 4411.892090
	Iteration 2F: 3 clusters Score -863411.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -863563.750000 Penalty: 4411.892090
	Iteration 3Q: 3 clusters Score -863563.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -863680.750000 Penalty: 4411.892090
	Iteration 4Q: 3 clusters Score -863680.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -863795.687500 Penalty: 4411.892090
	Iteration 5Q: 3 clusters Score -863795.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -863932.062500 Penalty: 4411.892090
	Iteration 6Q: 3 clusters Score -863932.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -864067.562500 Penalty: 4411.892090
	Iteration 7Q: 3 clusters Score -864067.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -864237.000000 Penalty: 4411.892090
	Iteration 8Q: 3 clusters Score -864237 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -864387.312500 Penalty: 4411.892090
	Iteration 9Q: 3 clusters Score -864387.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -864558.062500 Penalty: 4411.892090
	Iteration 10Q: 3 clusters Score -864558.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -864740.000000 Penalty: 4411.892090
	Iteration 11Q: 3 clusters Score -864740 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -864929.250000 Penalty: 4411.892090
	Iteration 12Q: 3 clusters Score -864929.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -865088.375000 Penalty: 4411.892090
	Iteration 13Q: 3 clusters Score -865088.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -865216.812500 Penalty: 4411.892090
	Iteration 14Q: 3 clusters Score -865216.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -865325.812500 Penalty: 4411.892090
	Iteration 15Q: 3 clusters Score -865325.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -865413.250000 Penalty: 4411.892090
	Iteration 16Q: 3 clusters Score -865413.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -865488.750000 Penalty: 4411.892090
	Iteration 17Q: 3 clusters Score -865488.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -865546.312500 Penalty: 4411.892090
	Iteration 18Q: 3 clusters Score -865546.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -865585.875000 Penalty: 4411.892090
	Iteration 19Q: 3 clusters Score -865585.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -865608.812500 Penalty: 4411.892090
	Iteration 20F: 3 clusters Score -865608.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -865622.750000 Penalty: 4411.892090
	Iteration 21Q: 3 clusters Score -865622.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -865635.125000 Penalty: 4411.892090
	Iteration 22Q: 3 clusters Score -865635.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -865646.500000 Penalty: 4411.892090
	Iteration 23Q: 3 clusters Score -865646.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -865659.625000 Penalty: 4411.892090
	Iteration 24Q: 3 clusters Score -865659.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -865669.000000 Penalty: 4411.892090
	Iteration 25Q: 3 clusters Score -865669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -865678.937500 Penalty: 4411.892090
	Iteration 26Q: 3 clusters Score -865678.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -865688.250000 Penalty: 4411.892090
	Iteration 27Q: 3 clusters Score -865688.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -865697.812500 Penalty: 4411.892090
	Iteration 28Q: 3 clusters Score -865697.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -865705.312500 Penalty: 4411.892090
	Iteration 29Q: 3 clusters Score -865705.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -865719.125000 Penalty: 4411.892090
	Iteration 30Q: 3 clusters Score -865719.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -865734.125000 Penalty: 4411.892090
	Iteration 31Q: 3 clusters Score -865734.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -865744.562500 Penalty: 4411.892090
	Iteration 32Q: 3 clusters Score -865744.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -865758.562500 Penalty: 4411.892090
	Iteration 33Q: 3 clusters Score -865758.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -865773.875000 Penalty: 4411.892090
	Iteration 34Q: 3 clusters Score -865773.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -865791.250000 Penalty: 4411.892090
	Iteration 35Q: 3 clusters Score -865791.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -865799.500000 Penalty: 4411.892090
	Iteration 36Q: 3 clusters Score -865799.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -865817.125000 Penalty: 4411.892090
	Iteration 37Q: 3 clusters Score -865817.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -865833.875000 Penalty: 4411.892090
	Iteration 38Q: 3 clusters Score -865833.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -865841.625000 Penalty: 4411.892090
	Iteration 39Q: 3 clusters Score -865841.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -865846.937500 Penalty: 4411.892090
	Iteration 40F: 3 clusters Score -865846.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -865851.375000 Penalty: 4411.892090
	Iteration 41Q: 3 clusters Score -865851.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -865854.500000 Penalty: 4411.892090
	Iteration 42Q: 3 clusters Score -865854.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -865859.937500 Penalty: 4411.892090
	Iteration 43Q: 3 clusters Score -865859.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -865866.812500 Penalty: 4411.892090
	Iteration 44Q: 3 clusters Score -865866.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -865874.687500 Penalty: 4411.892090
	Iteration 45Q: 3 clusters Score -865874.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -865885.250000 Penalty: 4411.892090
	Iteration 46Q: 3 clusters Score -865885.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -865896.187500 Penalty: 4411.892090
	Iteration 47Q: 3 clusters Score -865896.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -865901.312500 Penalty: 4411.892090
	Iteration 48Q: 3 clusters Score -865901.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -865910.750000 Penalty: 4411.892090
	Iteration 49Q: 3 clusters Score -865910.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -865913.062500 Penalty: 4411.892090
	Iteration 50Q: 3 clusters Score -865913.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -865915.750000 Penalty: 4411.892090
	Iteration 51Q: 3 clusters Score -865915.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -865918.125000 Penalty: 4411.892090
	Iteration 52Q: 3 clusters Score -865918.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -865919.875000 Penalty: 4411.892090
	Iteration 53Q: 3 clusters Score -865919.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -865922.625000 Penalty: 4411.892090
	Iteration 54Q: 3 clusters Score -865922.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -865927.687500 Penalty: 4411.892090
	Iteration 55Q: 3 clusters Score -865927.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -865931.375000 Penalty: 4411.892090
	Iteration 56Q: 3 clusters Score -865931.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -865931.437500 Penalty: 4411.892090
	Iteration 57Q: 3 clusters Score -865931.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -865934.062500 Penalty: 4411.892090
	Iteration 58Q: 3 clusters Score -865934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -865935.500000 Penalty: 4411.892090
	Iteration 59Q: 3 clusters Score -865935.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -865935.437500 Penalty: 4411.892090
	Iteration 60F: 3 clusters Score -865935.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -19375.312500 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -19375.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18315.335938 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -18315.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -18345.134766 Penalty: 2572.943359
	Iteration 1Q: 3 clusters Score -18345.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -18348.697266 Penalty: 2572.943359
	Iteration 2Q: 3 clusters Score -18348.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -18358.164062 Penalty: 2572.943359
	Iteration 3Q: 3 clusters Score -18358.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -18358.164062 Penalty: 2572.943359
	Iteration 4F: 3 clusters Score -18358.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (113599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113599 members 
Entering Unmasked Estep 
Score: -14264517.000000 Penalty: 2886.826660
	Iteration 0F: 2 clusters Score -1.426452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 56985 members 
Entering Unmasked Estep 
Score: -14188643.000000 Penalty: 5773.653320
	Iteration 0F: 3 clusters Score -1.418864e+07 nChanged 53804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 59211 members 
Entering Unmasked Estep 
Score: -14219375.000000 Penalty: 5773.653320
	Iteration 1F: 3 clusters Score -1.421938e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 60831 members 
Entering Unmasked Estep 
Score: -14220683.000000 Penalty: 5773.653320
	Iteration 2Q: 3 clusters Score -1.422068e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 63413 members 
Entering Unmasked Estep 
Score: -14222578.000000 Penalty: 5773.653320
	Iteration 3Q: 3 clusters Score -1.422258e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 67195 members 
Entering Unmasked Estep 
Score: -14225543.000000 Penalty: 5773.653320
	Iteration 4F: 3 clusters Score -1.422554e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 72679 members 
Entering Unmasked Estep 
Score: -14230258.000000 Penalty: 5773.653320
	Iteration 5F: 3 clusters Score -1.423026e+07 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 79742 members 
Entering Unmasked Estep 
Score: -14236914.000000 Penalty: 5773.653320
	Iteration 6F: 3 clusters Score -1.423691e+07 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 87424 members 
Entering Unmasked Estep 
Score: -14244479.000000 Penalty: 5773.653320
	Iteration 7F: 3 clusters Score -1.424448e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 94079 members 
Entering Unmasked Estep 
Score: -14251270.000000 Penalty: 5773.653320
	Iteration 8F: 3 clusters Score -1.425127e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 98781 members 
Entering Unmasked Estep 
Score: -14256121.000000 Penalty: 5773.653320
	Iteration 9Q: 3 clusters Score -1.425612e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 101502 members 
Entering Unmasked Estep 
Score: -14258840.000000 Penalty: 5773.653320
	Iteration 10Q: 3 clusters Score -1.425884e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 103138 members 
Entering Unmasked Estep 
Score: -14260255.000000 Penalty: 5773.653320
	Iteration 11Q: 3 clusters Score -1.426026e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 104336 members 
Entering Unmasked Estep 
Score: -14260895.000000 Penalty: 5773.653320
	Iteration 12Q: 3 clusters Score -1.42609e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 105292 members 
Entering Unmasked Estep 
Score: -14261433.000000 Penalty: 5773.653320
	Iteration 13Q: 3 clusters Score -1.426143e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 106134 members 
Entering Unmasked Estep 
Score: -14261797.000000 Penalty: 5773.653320
	Iteration 14Q: 3 clusters Score -1.42618e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 106829 members 
Entering Unmasked Estep 
Score: -14261943.000000 Penalty: 5773.653320
	Iteration 15Q: 3 clusters Score -1.426194e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 107376 members 
Entering Unmasked Estep 
Score: -14262158.000000 Penalty: 5773.653320
	Iteration 16Q: 3 clusters Score -1.426216e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 107854 members 
Entering Unmasked Estep 
Score: -14262287.000000 Penalty: 5773.653320
	Iteration 17Q: 3 clusters Score -1.426229e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 108235 members 
Entering Unmasked Estep 
Score: -14262442.000000 Penalty: 5773.653320
	Iteration 18Q: 3 clusters Score -1.426244e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 108549 members 
Entering Unmasked Estep 
Score: -14262529.000000 Penalty: 5773.653320
	Iteration 19Q: 3 clusters Score -1.426253e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 108809 members 
Entering Unmasked Estep 
Score: -14262572.000000 Penalty: 5773.653320
	Iteration 20F: 3 clusters Score -1.426257e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 109025 members 
Entering Unmasked Estep 
Score: -14262576.000000 Penalty: 5773.653320
	Iteration 21Q: 3 clusters Score -1.426258e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 109219 members 
Entering Unmasked Estep 
Score: -14262622.000000 Penalty: 5773.653320
	Iteration 22Q: 3 clusters Score -1.426262e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 109390 members 
Entering Unmasked Estep 
Score: -14262662.000000 Penalty: 5773.653320
	Iteration 23Q: 3 clusters Score -1.426266e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 109524 members 
Entering Unmasked Estep 
Score: -14262724.000000 Penalty: 5773.653320
	Iteration 24Q: 3 clusters Score -1.426272e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 109659 members 
Entering Unmasked Estep 
Score: -14262759.000000 Penalty: 5773.653320
	Iteration 25Q: 3 clusters Score -1.426276e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 109773 members 
Entering Unmasked Estep 
Score: -14262779.000000 Penalty: 5773.653320
	Iteration 26Q: 3 clusters Score -1.426278e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 109863 members 
Entering Unmasked Estep 
Score: -14262811.000000 Penalty: 5773.653320
	Iteration 27Q: 3 clusters Score -1.426281e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 109936 members 
Entering Unmasked Estep 
Score: -14262804.000000 Penalty: 5773.653320
	Iteration 28Q: 3 clusters Score -1.42628e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 110002 members 
Entering Unmasked Estep 
Score: -14262841.000000 Penalty: 5773.653320
	Iteration 29Q: 3 clusters Score -1.426284e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 110063 members 
Entering Unmasked Estep 
Score: -14262849.000000 Penalty: 5773.653320
	Iteration 30Q: 3 clusters Score -1.426285e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 110113 members 
Entering Unmasked Estep 
Score: -14262836.000000 Penalty: 5773.653320
	Iteration 31Q: 3 clusters Score -1.426284e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 110158 members 
Entering Unmasked Estep 
Score: -14262837.000000 Penalty: 5773.653320
	Iteration 32Q: 3 clusters Score -1.426284e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 110204 members 
Entering Unmasked Estep 
Score: -14262840.000000 Penalty: 5773.653320
	Iteration 33Q: 3 clusters Score -1.426284e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 110242 members 
Entering Unmasked Estep 
Score: -14262850.000000 Penalty: 5773.653320
	Iteration 34Q: 3 clusters Score -1.426285e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 110273 members 
Entering Unmasked Estep 
Score: -14262842.000000 Penalty: 5773.653320
	Iteration 35Q: 3 clusters Score -1.426284e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 110298 members 
Entering Unmasked Estep 
Score: -14262812.000000 Penalty: 5773.653320
	Iteration 36Q: 3 clusters Score -1.426281e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 110325 members 
Entering Unmasked Estep 
Score: -14262844.000000 Penalty: 5773.653320
	Iteration 37Q: 3 clusters Score -1.426284e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 110346 members 
Entering Unmasked Estep 
Score: -14262859.000000 Penalty: 5773.653320
	Iteration 38Q: 3 clusters Score -1.426286e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 110368 members 
Entering Unmasked Estep 
Score: -14262843.000000 Penalty: 5773.653320
	Iteration 39Q: 3 clusters Score -1.426284e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 110382 members 
Entering Unmasked Estep 
Score: -14262846.000000 Penalty: 5773.653320
	Iteration 40F: 3 clusters Score -1.426285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 110395 members 
Entering Unmasked Estep 
Score: -14262838.000000 Penalty: 5773.653320
	Iteration 41Q: 3 clusters Score -1.426284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 110400 members 
Entering Unmasked Estep 
Score: -14262839.000000 Penalty: 5773.653320
	Iteration 42Q: 3 clusters Score -1.426284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 110409 members 
Entering Unmasked Estep 
Score: -14262848.000000 Penalty: 5773.653320
	Iteration 43Q: 3 clusters Score -1.426285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 110414 members 
Entering Unmasked Estep 
Score: -14262860.000000 Penalty: 5773.653320
	Iteration 44Q: 3 clusters Score -1.426286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 110419 members 
Entering Unmasked Estep 
Score: -14262855.000000 Penalty: 5773.653320
	Iteration 45Q: 3 clusters Score -1.426286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 110428 members 
Entering Unmasked Estep 
Score: -14262846.000000 Penalty: 5773.653320
	Iteration 46Q: 3 clusters Score -1.426285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 110434 members 
Entering Unmasked Estep 
Score: -14262851.000000 Penalty: 5773.653320
	Iteration 47Q: 3 clusters Score -1.426285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 110436 members 
Entering Unmasked Estep 
Score: -14262850.000000 Penalty: 5773.653320
	Iteration 48Q: 3 clusters Score -1.426285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 110439 members 
Entering Unmasked Estep 
Score: -14262851.000000 Penalty: 5773.653320
	Iteration 49Q: 3 clusters Score -1.426285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 110440 members 
Entering Unmasked Estep 
Score: -14262852.000000 Penalty: 5773.653320
	Iteration 50Q: 3 clusters Score -1.426285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 110441 members 
Entering Unmasked Estep 
Score: -14262860.000000 Penalty: 5773.653320
	Iteration 51Q: 3 clusters Score -1.426286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 110442 members 
Entering Unmasked Estep 
Score: -14262861.000000 Penalty: 5773.653320
	Iteration 52Q: 3 clusters Score -1.426286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 110442 members 
Entering Unmasked Estep 
Score: -14262861.000000 Penalty: 5773.653320
	Iteration 53F: 3 clusters Score -1.426286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Entering Unmasked Estep 
Score: -2288724.750000 Penalty: 2434.684570
	Iteration 0F: 2 clusters Score -2288725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2275725.250000 Penalty: 4869.369141
	Iteration 0F: 3 clusters Score -2275725 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2280057.000000 Penalty: 4869.369141
	Iteration 1F: 3 clusters Score -2280057 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2280414.250000 Penalty: 4869.369141
	Iteration 2F: 3 clusters Score -2280414 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2280703.500000 Penalty: 4869.369141
	Iteration 3Q: 3 clusters Score -2280704 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2280992.750000 Penalty: 4869.369141
	Iteration 4Q: 3 clusters Score -2280993 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2281249.750000 Penalty: 4869.369141
	Iteration 5Q: 3 clusters Score -2281250 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2281565.500000 Penalty: 4869.369141
	Iteration 6Q: 3 clusters Score -2281566 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2281923.750000 Penalty: 4869.369141
	Iteration 7Q: 3 clusters Score -2281924 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2282203.000000 Penalty: 4869.369141
	Iteration 8Q: 3 clusters Score -2282203 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2282489.750000 Penalty: 4869.369141
	Iteration 9Q: 3 clusters Score -2282490 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2282784.000000 Penalty: 4869.369141
	Iteration 10Q: 3 clusters Score -2282784 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2283105.500000 Penalty: 4869.369141
	Iteration 11Q: 3 clusters Score -2283106 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2283438.250000 Penalty: 4869.369141
	Iteration 12Q: 3 clusters Score -2283438 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2283738.500000 Penalty: 4869.369141
	Iteration 13Q: 3 clusters Score -2283738 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2284008.000000 Penalty: 4869.369141
	Iteration 14Q: 3 clusters Score -2284008 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2284219.500000 Penalty: 4869.369141
	Iteration 15Q: 3 clusters Score -2284220 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2284415.250000 Penalty: 4869.369141
	Iteration 16Q: 3 clusters Score -2284415 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2284587.250000 Penalty: 4869.369141
	Iteration 17Q: 3 clusters Score -2284587 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2284735.750000 Penalty: 4869.369141
	Iteration 18Q: 3 clusters Score -2284736 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2284851.750000 Penalty: 4869.369141
	Iteration 19Q: 3 clusters Score -2284852 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2284964.000000 Penalty: 4869.369141
	Iteration 20F: 3 clusters Score -2284964 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2285067.250000 Penalty: 4869.369141
	Iteration 21Q: 3 clusters Score -2285067 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2285136.500000 Penalty: 4869.369141
	Iteration 22Q: 3 clusters Score -2285136 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2285199.000000 Penalty: 4869.369141
	Iteration 23Q: 3 clusters Score -2285199 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2285250.750000 Penalty: 4869.369141
	Iteration 24Q: 3 clusters Score -2285251 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2285299.750000 Penalty: 4869.369141
	Iteration 25Q: 3 clusters Score -2285300 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2285353.500000 Penalty: 4869.369141
	Iteration 26Q: 3 clusters Score -2285354 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2285406.000000 Penalty: 4869.369141
	Iteration 27Q: 3 clusters Score -2285406 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2285466.500000 Penalty: 4869.369141
	Iteration 28Q: 3 clusters Score -2285466 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2285527.750000 Penalty: 4869.369141
	Iteration 29Q: 3 clusters Score -2285528 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2285583.000000 Penalty: 4869.369141
	Iteration 30Q: 3 clusters Score -2285583 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2285641.500000 Penalty: 4869.369141
	Iteration 31Q: 3 clusters Score -2285642 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2285712.000000 Penalty: 4869.369141
	Iteration 32Q: 3 clusters Score -2285712 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2285777.500000 Penalty: 4869.369141
	Iteration 33Q: 3 clusters Score -2285778 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2285859.250000 Penalty: 4869.369141
	Iteration 34Q: 3 clusters Score -2285859 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2285933.500000 Penalty: 4869.369141
	Iteration 35Q: 3 clusters Score -2285934 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2285993.250000 Penalty: 4869.369141
	Iteration 36Q: 3 clusters Score -2285993 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2286031.500000 Penalty: 4869.369141
	Iteration 37Q: 3 clusters Score -2286032 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2286083.250000 Penalty: 4869.369141
	Iteration 38Q: 3 clusters Score -2286083 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2286127.000000 Penalty: 4869.369141
	Iteration 39Q: 3 clusters Score -2286127 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2286175.750000 Penalty: 4869.369141
	Iteration 40F: 3 clusters Score -2286176 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2286226.750000 Penalty: 4869.369141
	Iteration 41Q: 3 clusters Score -2286227 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2286257.500000 Penalty: 4869.369141
	Iteration 42Q: 3 clusters Score -2286258 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2286290.000000 Penalty: 4869.369141
	Iteration 43Q: 3 clusters Score -2286290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2286322.500000 Penalty: 4869.369141
	Iteration 44Q: 3 clusters Score -2286322 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2286376.500000 Penalty: 4869.369141
	Iteration 45Q: 3 clusters Score -2286376 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2286437.250000 Penalty: 4869.369141
	Iteration 46Q: 3 clusters Score -2286437 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2286492.000000 Penalty: 4869.369141
	Iteration 47Q: 3 clusters Score -2286492 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2286555.000000 Penalty: 4869.369141
	Iteration 48Q: 3 clusters Score -2286555 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2286598.500000 Penalty: 4869.369141
	Iteration 49Q: 3 clusters Score -2286598 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2286639.000000 Penalty: 4869.369141
	Iteration 50Q: 3 clusters Score -2286639 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2286675.250000 Penalty: 4869.369141
	Iteration 51Q: 3 clusters Score -2286675 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2286705.250000 Penalty: 4869.369141
	Iteration 52Q: 3 clusters Score -2286705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2286733.500000 Penalty: 4869.369141
	Iteration 53Q: 3 clusters Score -2286734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2286746.750000 Penalty: 4869.369141
	Iteration 54Q: 3 clusters Score -2286747 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2286767.000000 Penalty: 4869.369141
	Iteration 55Q: 3 clusters Score -2286767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2286779.500000 Penalty: 4869.369141
	Iteration 56Q: 3 clusters Score -2286780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2286785.250000 Penalty: 4869.369141
	Iteration 57Q: 3 clusters Score -2286785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2286788.000000 Penalty: 4869.369141
	Iteration 58Q: 3 clusters Score -2286788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2286796.000000 Penalty: 4869.369141
	Iteration 59Q: 3 clusters Score -2286796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2286800.500000 Penalty: 4869.369141
	Iteration 60F: 3 clusters Score -2286800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2286804.250000 Penalty: 4869.369141
	Iteration 61Q: 3 clusters Score -2286804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2286801.500000 Penalty: 4869.369141
	Iteration 62Q: 3 clusters Score -2286802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2286801.750000 Penalty: 4869.369141
	Iteration 63Q: 3 clusters Score -2286802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2286807.000000 Penalty: 4869.369141
	Iteration 64Q: 3 clusters Score -2286807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2286806.500000 Penalty: 4869.369141
	Iteration 65Q: 3 clusters Score -2286806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2286807.500000 Penalty: 4869.369141
	Iteration 66Q: 3 clusters Score -2286808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2286810.250000 Penalty: 4869.369141
	Iteration 67Q: 3 clusters Score -2286810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2286814.250000 Penalty: 4869.369141
	Iteration 68Q: 3 clusters Score -2286814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2286816.500000 Penalty: 4869.369141
	Iteration 69Q: 3 clusters Score -2286816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -2286822.000000 Penalty: 4869.369141
	Iteration 70Q: 3 clusters Score -2286822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2286822.750000 Penalty: 4869.369141
	Iteration 71Q: 3 clusters Score -2286823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2286822.750000 Penalty: 4869.369141
	Iteration 72F: 3 clusters Score -2286823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -50893.617188 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -50893.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49470.394531 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -49470.39 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49770.375000 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -49770.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49924.890625 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -49924.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -50056.820312 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -50056.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50168.902344 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -50168.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50287.851562 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -50287.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -50508.460938 Penalty: 3092.267822
	Iteration 6F: 3 clusters Score -50508.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51084.113281 Penalty: 3092.267822
	Iteration 7F: 3 clusters Score -51084.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51612.625000 Penalty: 3092.267822
	Iteration 8F: 3 clusters Score -51612.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51721.488281 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -51721.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51741.464844 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -51741.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51779.253906 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -51779.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51793.589844 Penalty: 3092.267822
	Iteration 12Q: 3 clusters Score -51793.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51801.683594 Penalty: 3092.267822
	Iteration 13Q: 3 clusters Score -51801.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -51837.425781 Penalty: 3092.267822
	Iteration 14Q: 3 clusters Score -51837.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51915.417969 Penalty: 3092.267822
	Iteration 15Q: 3 clusters Score -51915.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51915.417969 Penalty: 3092.267822
	Iteration 16F: 3 clusters Score -51915.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 113599 members 
Mstep: Class 4 contains 18348 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 16636 members 
Mstep: Class 8 contains 307293 members 
Mstep: Class 9 contains 59945 members 
Mstep: Class 10 contains 25924 members 
Mstep: Class 11 contains 4130 members 
Mstep: Class 12 contains 31422 members 
Mstep: Class 13 contains 14017 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 15 contains 192569 members 
Mstep: Class 16 contains 76085 members 
Mstep: Class 17 contains 20225 members 
Mstep: Class 18 contains 1013 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 30490 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 21155 members 
Mstep: Class 23 contains 11650 members 
Mstep: Class 24 contains 20221 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 287179 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 327 members 
Entering Unmasked Estep 
Score: -154586032.000000 Penalty: 101103.531250
Splitting cluster 5 changes total score from -154587520.000000 to -154586032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Entering Unmasked Estep 
Score: -478391.156250 Penalty: 2052.609131
	Iteration 0F: 2 clusters Score -478391.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -474550.906250 Penalty: 4105.218262
	Iteration 0F: 3 clusters Score -474550.9 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -475346.812500 Penalty: 4105.218262
	Iteration 1F: 3 clusters Score -475346.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -475521.406250 Penalty: 4105.218262
	Iteration 2F: 3 clusters Score -475521.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -475630.812500 Penalty: 4105.218262
	Iteration 3F: 3 clusters Score -475630.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -475690.812500 Penalty: 4105.218262
	Iteration 4Q: 3 clusters Score -475690.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -475731.187500 Penalty: 4105.218262
	Iteration 5Q: 3 clusters Score -475731.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -475758.281250 Penalty: 4105.218262
	Iteration 6Q: 3 clusters Score -475758.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -475779.750000 Penalty: 4105.218262
	Iteration 7Q: 3 clusters Score -475779.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -475795.156250 Penalty: 4105.218262
	Iteration 8Q: 3 clusters Score -475795.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -475814.875000 Penalty: 4105.218262
	Iteration 9Q: 3 clusters Score -475814.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -475829.281250 Penalty: 4105.218262
	Iteration 10Q: 3 clusters Score -475829.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -475847.875000 Penalty: 4105.218262
	Iteration 11Q: 3 clusters Score -475847.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -475865.187500 Penalty: 4105.218262
	Iteration 12Q: 3 clusters Score -475865.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -475876.656250 Penalty: 4105.218262
	Iteration 13Q: 3 clusters Score -475876.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -475886.468750 Penalty: 4105.218262
	Iteration 14Q: 3 clusters Score -475886.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -475892.187500 Penalty: 4105.218262
	Iteration 15Q: 3 clusters Score -475892.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -475899.531250 Penalty: 4105.218262
	Iteration 16Q: 3 clusters Score -475899.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -475908.031250 Penalty: 4105.218262
	Iteration 17Q: 3 clusters Score -475908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -475914.375000 Penalty: 4105.218262
	Iteration 18Q: 3 clusters Score -475914.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -475922.531250 Penalty: 4105.218262
	Iteration 19Q: 3 clusters Score -475922.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -475929.687500 Penalty: 4105.218262
	Iteration 20F: 3 clusters Score -475929.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -475935.687500 Penalty: 4105.218262
	Iteration 21Q: 3 clusters Score -475935.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -475938.281250 Penalty: 4105.218262
	Iteration 22Q: 3 clusters Score -475938.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -475940.718750 Penalty: 4105.218262
	Iteration 23Q: 3 clusters Score -475940.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -475944.437500 Penalty: 4105.218262
	Iteration 24Q: 3 clusters Score -475944.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -475947.750000 Penalty: 4105.218262
	Iteration 25Q: 3 clusters Score -475947.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -475951.187500 Penalty: 4105.218262
	Iteration 26Q: 3 clusters Score -475951.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -475953.437500 Penalty: 4105.218262
	Iteration 27Q: 3 clusters Score -475953.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -475954.625000 Penalty: 4105.218262
	Iteration 28Q: 3 clusters Score -475954.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -475955.625000 Penalty: 4105.218262
	Iteration 29Q: 3 clusters Score -475955.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -475956.562500 Penalty: 4105.218262
	Iteration 30Q: 3 clusters Score -475956.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -475958.343750 Penalty: 4105.218262
	Iteration 31Q: 3 clusters Score -475958.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -475960.125000 Penalty: 4105.218262
	Iteration 32Q: 3 clusters Score -475960.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -475960.937500 Penalty: 4105.218262
	Iteration 33Q: 3 clusters Score -475960.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -475963.093750 Penalty: 4105.218262
	Iteration 34Q: 3 clusters Score -475963.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -475965.187500 Penalty: 4105.218262
	Iteration 35Q: 3 clusters Score -475965.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -475965.656250 Penalty: 4105.218262
	Iteration 36Q: 3 clusters Score -475965.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -475967.437500 Penalty: 4105.218262
	Iteration 37Q: 3 clusters Score -475967.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -475971.218750 Penalty: 4105.218262
	Iteration 38Q: 3 clusters Score -475971.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -475974.156250 Penalty: 4105.218262
	Iteration 39Q: 3 clusters Score -475974.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -475980.062500 Penalty: 4105.218262
	Iteration 40F: 3 clusters Score -475980.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -475982.906250 Penalty: 4105.218262
	Iteration 41Q: 3 clusters Score -475982.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -475985.812500 Penalty: 4105.218262
	Iteration 42Q: 3 clusters Score -475985.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -475986.031250 Penalty: 4105.218262
	Iteration 43Q: 3 clusters Score -475986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -475986.031250 Penalty: 4105.218262
	Iteration 44F: 3 clusters Score -475986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Entering Unmasked Estep 
Score: -2083085.000000 Penalty: 2410.392334
	Iteration 0F: 2 clusters Score -2083085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2071103.125000 Penalty: 4820.784668
	Iteration 0F: 3 clusters Score -2071103 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2074900.000000 Penalty: 4820.784668
	Iteration 1F: 3 clusters Score -2074900 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2075270.375000 Penalty: 4820.784668
	Iteration 2F: 3 clusters Score -2075270 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2075552.125000 Penalty: 4820.784668
	Iteration 3Q: 3 clusters Score -2075552 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2075775.750000 Penalty: 4820.784668
	Iteration 4Q: 3 clusters Score -2075776 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2076019.750000 Penalty: 4820.784668
	Iteration 5Q: 3 clusters Score -2076020 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2076275.750000 Penalty: 4820.784668
	Iteration 6Q: 3 clusters Score -2076276 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2076549.625000 Penalty: 4820.784668
	Iteration 7Q: 3 clusters Score -2076550 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2076917.500000 Penalty: 4820.784668
	Iteration 8Q: 3 clusters Score -2076918 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2077325.375000 Penalty: 4820.784668
	Iteration 9Q: 3 clusters Score -2077325 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2077761.250000 Penalty: 4820.784668
	Iteration 10Q: 3 clusters Score -2077761 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -2078255.375000 Penalty: 4820.784668
	Iteration 11Q: 3 clusters Score -2078255 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2078756.375000 Penalty: 4820.784668
	Iteration 12Q: 3 clusters Score -2078756 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2079238.375000 Penalty: 4820.784668
	Iteration 13Q: 3 clusters Score -2079238 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2079588.125000 Penalty: 4820.784668
	Iteration 14Q: 3 clusters Score -2079588 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2079897.500000 Penalty: 4820.784668
	Iteration 15Q: 3 clusters Score -2079898 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2080187.250000 Penalty: 4820.784668
	Iteration 16Q: 3 clusters Score -2080187 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2080403.750000 Penalty: 4820.784668
	Iteration 17Q: 3 clusters Score -2080404 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2080561.750000 Penalty: 4820.784668
	Iteration 18Q: 3 clusters Score -2080562 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2080685.250000 Penalty: 4820.784668
	Iteration 19Q: 3 clusters Score -2080685 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2080775.750000 Penalty: 4820.784668
	Iteration 20F: 3 clusters Score -2080776 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2080836.625000 Penalty: 4820.784668
	Iteration 21Q: 3 clusters Score -2080837 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2080887.375000 Penalty: 4820.784668
	Iteration 22Q: 3 clusters Score -2080887 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2080928.625000 Penalty: 4820.784668
	Iteration 23Q: 3 clusters Score -2080929 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2080967.625000 Penalty: 4820.784668
	Iteration 24Q: 3 clusters Score -2080968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2080988.750000 Penalty: 4820.784668
	Iteration 25Q: 3 clusters Score -2080989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2081003.375000 Penalty: 4820.784668
	Iteration 26Q: 3 clusters Score -2081003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2081009.250000 Penalty: 4820.784668
	Iteration 27Q: 3 clusters Score -2081009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2081008.750000 Penalty: 4820.784668
	Iteration 28Q: 3 clusters Score -2081009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2081013.250000 Penalty: 4820.784668
	Iteration 29Q: 3 clusters Score -2081013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2081018.625000 Penalty: 4820.784668
	Iteration 30Q: 3 clusters Score -2081019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2081021.625000 Penalty: 4820.784668
	Iteration 31Q: 3 clusters Score -2081022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2081027.500000 Penalty: 4820.784668
	Iteration 32Q: 3 clusters Score -2081028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2081035.500000 Penalty: 4820.784668
	Iteration 33Q: 3 clusters Score -2081036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2081040.875000 Penalty: 4820.784668
	Iteration 34Q: 3 clusters Score -2081041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2081046.000000 Penalty: 4820.784668
	Iteration 35Q: 3 clusters Score -2081046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2081049.375000 Penalty: 4820.784668
	Iteration 36Q: 3 clusters Score -2081049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2081057.125000 Penalty: 4820.784668
	Iteration 37Q: 3 clusters Score -2081057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2081067.500000 Penalty: 4820.784668
	Iteration 38Q: 3 clusters Score -2081068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2081086.500000 Penalty: 4820.784668
	Iteration 39Q: 3 clusters Score -2081086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2081093.875000 Penalty: 4820.784668
	Iteration 40F: 3 clusters Score -2081094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2081105.125000 Penalty: 4820.784668
	Iteration 41Q: 3 clusters Score -2081105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2081117.125000 Penalty: 4820.784668
	Iteration 42Q: 3 clusters Score -2081117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2081119.875000 Penalty: 4820.784668
	Iteration 43Q: 3 clusters Score -2081120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2081127.750000 Penalty: 4820.784668
	Iteration 44Q: 3 clusters Score -2081128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2081130.375000 Penalty: 4820.784668
	Iteration 45Q: 3 clusters Score -2081130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2081130.750000 Penalty: 4820.784668
	Iteration 46Q: 3 clusters Score -2081131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2081133.375000 Penalty: 4820.784668
	Iteration 47Q: 3 clusters Score -2081133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2081133.500000 Penalty: 4820.784668
	Iteration 48Q: 3 clusters Score -2081134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2081133.125000 Penalty: 4820.784668
	Iteration 49Q: 3 clusters Score -2081133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2081133.125000 Penalty: 4820.784668
	Iteration 50F: 3 clusters Score -2081133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (307293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307293 members 
Entering Unmasked Estep 
Score: -38093316.000000 Penalty: 3133.618164
	Iteration 0F: 2 clusters Score -3.809332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153674 members 
Mstep: Class 2 contains 153619 members 
Entering Unmasked Estep 
Score: -37902932.000000 Penalty: 6267.236328
	Iteration 0F: 3 clusters Score -3.790293e+07 nChanged 148959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156851 members 
Mstep: Class 2 contains 150442 members 
Entering Unmasked Estep 
Score: -37991372.000000 Penalty: 6267.236328
	Iteration 1F: 3 clusters Score -3.799137e+07 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158935 members 
Mstep: Class 2 contains 148358 members 
Entering Unmasked Estep 
Score: -37992644.000000 Penalty: 6267.236328
	Iteration 2Q: 3 clusters Score -3.799264e+07 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161847 members 
Mstep: Class 2 contains 145446 members 
Entering Unmasked Estep 
Score: -37994216.000000 Penalty: 6267.236328
	Iteration 3Q: 3 clusters Score -3.799422e+07 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166295 members 
Mstep: Class 2 contains 140998 members 
Entering Unmasked Estep 
Score: -37996464.000000 Penalty: 6267.236328
	Iteration 4Q: 3 clusters Score -3.799646e+07 nChanged 10629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172674 members 
Mstep: Class 2 contains 134619 members 
Entering Unmasked Estep 
Score: -38000376.000000 Penalty: 6267.236328
	Iteration 5Q: 3 clusters Score -3.800038e+07 nChanged 12921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180951 members 
Mstep: Class 2 contains 126342 members 
Entering Unmasked Estep 
Score: -38006872.000000 Penalty: 6267.236328
	Iteration 6Q: 3 clusters Score -3.800687e+07 nChanged 15534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191145 members 
Mstep: Class 2 contains 116148 members 
Entering Unmasked Estep 
Score: -38017088.000000 Penalty: 6267.236328
	Iteration 7F: 3 clusters Score -3.801709e+07 nChanged 18302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201687 members 
Mstep: Class 2 contains 105606 members 
Entering Unmasked Estep 
Score: -38032124.000000 Penalty: 6267.236328
	Iteration 8F: 3 clusters Score -3.803212e+07 nChanged 20026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209039 members 
Mstep: Class 2 contains 98254 members 
Entering Unmasked Estep 
Score: -38049516.000000 Penalty: 6267.236328
	Iteration 9F: 3 clusters Score -3.804952e+07 nChanged 18674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211851 members 
Mstep: Class 2 contains 95442 members 
Entering Unmasked Estep 
Score: -38061412.000000 Penalty: 6267.236328
	Iteration 10F: 3 clusters Score -3.806141e+07 nChanged 12818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212739 members 
Mstep: Class 2 contains 94554 members 
Entering Unmasked Estep 
Score: -38065848.000000 Penalty: 6267.236328
	Iteration 11Q: 3 clusters Score -3.806585e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213501 members 
Mstep: Class 2 contains 93792 members 
Entering Unmasked Estep 
Score: -38066964.000000 Penalty: 6267.236328
	Iteration 12Q: 3 clusters Score -3.806696e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214211 members 
Mstep: Class 2 contains 93082 members 
Entering Unmasked Estep 
Score: -38067956.000000 Penalty: 6267.236328
	Iteration 13Q: 3 clusters Score -3.806796e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214918 members 
Mstep: Class 2 contains 92375 members 
Entering Unmasked Estep 
Score: -38068648.000000 Penalty: 6267.236328
	Iteration 14Q: 3 clusters Score -3.806865e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215460 members 
Mstep: Class 2 contains 91833 members 
Entering Unmasked Estep 
Score: -38069424.000000 Penalty: 6267.236328
	Iteration 15Q: 3 clusters Score -3.806942e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215942 members 
Mstep: Class 2 contains 91351 members 
Entering Unmasked Estep 
Score: -38070084.000000 Penalty: 6267.236328
	Iteration 16Q: 3 clusters Score -3.807008e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216262 members 
Mstep: Class 2 contains 91031 members 
Entering Unmasked Estep 
Score: -38070452.000000 Penalty: 6267.236328
	Iteration 17Q: 3 clusters Score -3.807045e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216383 members 
Mstep: Class 2 contains 90910 members 
Entering Unmasked Estep 
Score: -38071112.000000 Penalty: 6267.236328
	Iteration 18Q: 3 clusters Score -3.807111e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216460 members 
Mstep: Class 2 contains 90833 members 
Entering Unmasked Estep 
Score: -38071524.000000 Penalty: 6267.236328
	Iteration 19Q: 3 clusters Score -3.807152e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216324 members 
Mstep: Class 2 contains 90969 members 
Entering Unmasked Estep 
Score: -38071876.000000 Penalty: 6267.236328
	Iteration 20F: 3 clusters Score -3.807188e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215943 members 
Mstep: Class 2 contains 91350 members 
Entering Unmasked Estep 
Score: -38072292.000000 Penalty: 6267.236328
	Iteration 21Q: 3 clusters Score -3.807229e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215455 members 
Mstep: Class 2 contains 91838 members 
Entering Unmasked Estep 
Score: -38072604.000000 Penalty: 6267.236328
	Iteration 22Q: 3 clusters Score -3.80726e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214844 members 
Mstep: Class 2 contains 92449 members 
Entering Unmasked Estep 
Score: -38072924.000000 Penalty: 6267.236328
	Iteration 23Q: 3 clusters Score -3.807292e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214151 members 
Mstep: Class 2 contains 93142 members 
Entering Unmasked Estep 
Score: -38073156.000000 Penalty: 6267.236328
	Iteration 24Q: 3 clusters Score -3.807316e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213381 members 
Mstep: Class 2 contains 93912 members 
Entering Unmasked Estep 
Score: -38073596.000000 Penalty: 6267.236328
	Iteration 25Q: 3 clusters Score -3.80736e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212510 members 
Mstep: Class 2 contains 94783 members 
Entering Unmasked Estep 
Score: -38073780.000000 Penalty: 6267.236328
	Iteration 26Q: 3 clusters Score -3.807378e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211562 members 
Mstep: Class 2 contains 95731 members 
Entering Unmasked Estep 
Score: -38074204.000000 Penalty: 6267.236328
	Iteration 27Q: 3 clusters Score -3.80742e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210622 members 
Mstep: Class 2 contains 96671 members 
Entering Unmasked Estep 
Score: -38074604.000000 Penalty: 6267.236328
	Iteration 28Q: 3 clusters Score -3.80746e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209644 members 
Mstep: Class 2 contains 97649 members 
Entering Unmasked Estep 
Score: -38075024.000000 Penalty: 6267.236328
	Iteration 29Q: 3 clusters Score -3.807502e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208493 members 
Mstep: Class 2 contains 98800 members 
Entering Unmasked Estep 
Score: -38075432.000000 Penalty: 6267.236328
	Iteration 30Q: 3 clusters Score -3.807543e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207186 members 
Mstep: Class 2 contains 100107 members 
Entering Unmasked Estep 
Score: -38075888.000000 Penalty: 6267.236328
	Iteration 31Q: 3 clusters Score -3.807589e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205827 members 
Mstep: Class 2 contains 101466 members 
Entering Unmasked Estep 
Score: -38076228.000000 Penalty: 6267.236328
	Iteration 32Q: 3 clusters Score -3.807623e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204258 members 
Mstep: Class 2 contains 103035 members 
Entering Unmasked Estep 
Score: -38076724.000000 Penalty: 6267.236328
	Iteration 33Q: 3 clusters Score -3.807672e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202550 members 
Mstep: Class 2 contains 104743 members 
Entering Unmasked Estep 
Score: -38077276.000000 Penalty: 6267.236328
	Iteration 34Q: 3 clusters Score -3.807728e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200864 members 
Mstep: Class 2 contains 106429 members 
Entering Unmasked Estep 
Score: -38077920.000000 Penalty: 6267.236328
	Iteration 35Q: 3 clusters Score -3.807792e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199152 members 
Mstep: Class 2 contains 108141 members 
Entering Unmasked Estep 
Score: -38078480.000000 Penalty: 6267.236328
	Iteration 36Q: 3 clusters Score -3.807848e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197300 members 
Mstep: Class 2 contains 109993 members 
Entering Unmasked Estep 
Score: -38079176.000000 Penalty: 6267.236328
	Iteration 37Q: 3 clusters Score -3.807918e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195422 members 
Mstep: Class 2 contains 111871 members 
Entering Unmasked Estep 
Score: -38079952.000000 Penalty: 6267.236328
	Iteration 38Q: 3 clusters Score -3.807995e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193697 members 
Mstep: Class 2 contains 113596 members 
Entering Unmasked Estep 
Score: -38080744.000000 Penalty: 6267.236328
	Iteration 39Q: 3 clusters Score -3.808074e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192100 members 
Mstep: Class 2 contains 115193 members 
Entering Unmasked Estep 
Score: -38081388.000000 Penalty: 6267.236328
	Iteration 40F: 3 clusters Score -3.808139e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190456 members 
Mstep: Class 2 contains 116837 members 
Entering Unmasked Estep 
Score: -38081964.000000 Penalty: 6267.236328
	Iteration 41Q: 3 clusters Score -3.808196e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188998 members 
Mstep: Class 2 contains 118295 members 
Entering Unmasked Estep 
Score: -38082488.000000 Penalty: 6267.236328
	Iteration 42Q: 3 clusters Score -3.808249e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187662 members 
Mstep: Class 2 contains 119631 members 
Entering Unmasked Estep 
Score: -38082948.000000 Penalty: 6267.236328
	Iteration 43Q: 3 clusters Score -3.808295e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186586 members 
Mstep: Class 2 contains 120707 members 
Entering Unmasked Estep 
Score: -38083280.000000 Penalty: 6267.236328
	Iteration 44Q: 3 clusters Score -3.808328e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185686 members 
Mstep: Class 2 contains 121607 members 
Entering Unmasked Estep 
Score: -38083392.000000 Penalty: 6267.236328
	Iteration 45Q: 3 clusters Score -3.808339e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184895 members 
Mstep: Class 2 contains 122398 members 
Entering Unmasked Estep 
Score: -38083628.000000 Penalty: 6267.236328
	Iteration 46Q: 3 clusters Score -3.808363e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184165 members 
Mstep: Class 2 contains 123128 members 
Entering Unmasked Estep 
Score: -38083824.000000 Penalty: 6267.236328
	Iteration 47Q: 3 clusters Score -3.808382e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183509 members 
Mstep: Class 2 contains 123784 members 
Entering Unmasked Estep 
Score: -38084028.000000 Penalty: 6267.236328
	Iteration 48Q: 3 clusters Score -3.808403e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182885 members 
Mstep: Class 2 contains 124408 members 
Entering Unmasked Estep 
Score: -38084068.000000 Penalty: 6267.236328
	Iteration 49Q: 3 clusters Score -3.808407e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182280 members 
Mstep: Class 2 contains 125013 members 
Entering Unmasked Estep 
Score: -38084108.000000 Penalty: 6267.236328
	Iteration 50Q: 3 clusters Score -3.808411e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181677 members 
Mstep: Class 2 contains 125616 members 
Entering Unmasked Estep 
Score: -38084060.000000 Penalty: 6267.236328
	Iteration 51Q: 3 clusters Score -3.808406e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181051 members 
Mstep: Class 2 contains 126242 members 
Entering Unmasked Estep 
Score: -38084312.000000 Penalty: 6267.236328
	Iteration 52Q: 3 clusters Score -3.808431e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180470 members 
Mstep: Class 2 contains 126823 members 
Entering Unmasked Estep 
Score: -38084432.000000 Penalty: 6267.236328
	Iteration 53Q: 3 clusters Score -3.808443e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179908 members 
Mstep: Class 2 contains 127385 members 
Entering Unmasked Estep 
Score: -38084364.000000 Penalty: 6267.236328
	Iteration 54Q: 3 clusters Score -3.808436e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179458 members 
Mstep: Class 2 contains 127835 members 
Entering Unmasked Estep 
Score: -38084392.000000 Penalty: 6267.236328
	Iteration 55Q: 3 clusters Score -3.808439e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179003 members 
Mstep: Class 2 contains 128290 members 
Entering Unmasked Estep 
Score: -38084452.000000 Penalty: 6267.236328
	Iteration 56Q: 3 clusters Score -3.808445e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178527 members 
Mstep: Class 2 contains 128766 members 
Entering Unmasked Estep 
Score: -38084524.000000 Penalty: 6267.236328
	Iteration 57Q: 3 clusters Score -3.808452e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178045 members 
Mstep: Class 2 contains 129248 members 
Entering Unmasked Estep 
Score: -38084600.000000 Penalty: 6267.236328
	Iteration 58Q: 3 clusters Score -3.80846e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177558 members 
Mstep: Class 2 contains 129735 members 
Entering Unmasked Estep 
Score: -38084728.000000 Penalty: 6267.236328
	Iteration 59Q: 3 clusters Score -3.808473e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177123 members 
Mstep: Class 2 contains 130170 members 
Entering Unmasked Estep 
Score: -38084788.000000 Penalty: 6267.236328
	Iteration 60F: 3 clusters Score -3.808479e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176671 members 
Mstep: Class 2 contains 130622 members 
Entering Unmasked Estep 
Score: -38084804.000000 Penalty: 6267.236328
	Iteration 61Q: 3 clusters Score -3.80848e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176256 members 
Mstep: Class 2 contains 131037 members 
Entering Unmasked Estep 
Score: -38084876.000000 Penalty: 6267.236328
	Iteration 62Q: 3 clusters Score -3.808488e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175897 members 
Mstep: Class 2 contains 131396 members 
Entering Unmasked Estep 
Score: -38084940.000000 Penalty: 6267.236328
	Iteration 63Q: 3 clusters Score -3.808494e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175560 members 
Mstep: Class 2 contains 131733 members 
Entering Unmasked Estep 
Score: -38084988.000000 Penalty: 6267.236328
	Iteration 64Q: 3 clusters Score -3.808499e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175250 members 
Mstep: Class 2 contains 132043 members 
Entering Unmasked Estep 
Score: -38085072.000000 Penalty: 6267.236328
	Iteration 65Q: 3 clusters Score -3.808507e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174918 members 
Mstep: Class 2 contains 132375 members 
Entering Unmasked Estep 
Score: -38085052.000000 Penalty: 6267.236328
	Iteration 66Q: 3 clusters Score -3.808505e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174598 members 
Mstep: Class 2 contains 132695 members 
Entering Unmasked Estep 
Score: -38085088.000000 Penalty: 6267.236328
	Iteration 67Q: 3 clusters Score -3.808509e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174285 members 
Mstep: Class 2 contains 133008 members 
Entering Unmasked Estep 
Score: -38085108.000000 Penalty: 6267.236328
	Iteration 68Q: 3 clusters Score -3.808511e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173999 members 
Mstep: Class 2 contains 133294 members 
Entering Unmasked Estep 
Score: -38085168.000000 Penalty: 6267.236328
	Iteration 69Q: 3 clusters Score -3.808517e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173668 members 
Mstep: Class 2 contains 133625 members 
Entering Unmasked Estep 
Score: -38085184.000000 Penalty: 6267.236328
	Iteration 70Q: 3 clusters Score -3.808518e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173372 members 
Mstep: Class 2 contains 133921 members 
Entering Unmasked Estep 
Score: -38085212.000000 Penalty: 6267.236328
	Iteration 71Q: 3 clusters Score -3.808521e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173063 members 
Mstep: Class 2 contains 134230 members 
Entering Unmasked Estep 
Score: -38085288.000000 Penalty: 6267.236328
	Iteration 72Q: 3 clusters Score -3.808529e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172748 members 
Mstep: Class 2 contains 134545 members 
Entering Unmasked Estep 
Score: -38085280.000000 Penalty: 6267.236328
	Iteration 73Q: 3 clusters Score -3.808528e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172471 members 
Mstep: Class 2 contains 134822 members 
Entering Unmasked Estep 
Score: -38085268.000000 Penalty: 6267.236328
	Iteration 74Q: 3 clusters Score -3.808527e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172243 members 
Mstep: Class 2 contains 135050 members 
Entering Unmasked Estep 
Score: -38085256.000000 Penalty: 6267.236328
	Iteration 75Q: 3 clusters Score -3.808526e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172021 members 
Mstep: Class 2 contains 135272 members 
Entering Unmasked Estep 
Score: -38085304.000000 Penalty: 6267.236328
	Iteration 76Q: 3 clusters Score -3.80853e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171823 members 
Mstep: Class 2 contains 135470 members 
Entering Unmasked Estep 
Score: -38085264.000000 Penalty: 6267.236328
	Iteration 77Q: 3 clusters Score -3.808526e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171627 members 
Mstep: Class 2 contains 135666 members 
Entering Unmasked Estep 
Score: -38085260.000000 Penalty: 6267.236328
	Iteration 78Q: 3 clusters Score -3.808526e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171430 members 
Mstep: Class 2 contains 135863 members 
Entering Unmasked Estep 
Score: -38085244.000000 Penalty: 6267.236328
	Iteration 79Q: 3 clusters Score -3.808524e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171211 members 
Mstep: Class 2 contains 136082 members 
Entering Unmasked Estep 
Score: -38085220.000000 Penalty: 6267.236328
	Iteration 80F: 3 clusters Score -3.808522e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170978 members 
Mstep: Class 2 contains 136315 members 
Entering Unmasked Estep 
Score: -38085232.000000 Penalty: 6267.236328
	Iteration 81Q: 3 clusters Score -3.808523e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170739 members 
Mstep: Class 2 contains 136554 members 
Entering Unmasked Estep 
Score: -38085288.000000 Penalty: 6267.236328
	Iteration 82Q: 3 clusters Score -3.808529e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170478 members 
Mstep: Class 2 contains 136815 members 
Entering Unmasked Estep 
Score: -38085300.000000 Penalty: 6267.236328
	Iteration 83Q: 3 clusters Score -3.80853e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170250 members 
Mstep: Class 2 contains 137043 members 
Entering Unmasked Estep 
Score: -38085316.000000 Penalty: 6267.236328
	Iteration 84Q: 3 clusters Score -3.808532e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170037 members 
Mstep: Class 2 contains 137256 members 
Entering Unmasked Estep 
Score: -38085300.000000 Penalty: 6267.236328
	Iteration 85Q: 3 clusters Score -3.80853e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169832 members 
Mstep: Class 2 contains 137461 members 
Entering Unmasked Estep 
Score: -38085312.000000 Penalty: 6267.236328
	Iteration 86Q: 3 clusters Score -3.808531e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169630 members 
Mstep: Class 2 contains 137663 members 
Entering Unmasked Estep 
Score: -38085328.000000 Penalty: 6267.236328
	Iteration 87Q: 3 clusters Score -3.808533e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169432 members 
Mstep: Class 2 contains 137861 members 
Entering Unmasked Estep 
Score: -38085336.000000 Penalty: 6267.236328
	Iteration 88Q: 3 clusters Score -3.808534e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169243 members 
Mstep: Class 2 contains 138050 members 
Entering Unmasked Estep 
Score: -38085348.000000 Penalty: 6267.236328
	Iteration 89Q: 3 clusters Score -3.808535e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169024 members 
Mstep: Class 2 contains 138269 members 
Entering Unmasked Estep 
Score: -38085404.000000 Penalty: 6267.236328
	Iteration 90Q: 3 clusters Score -3.80854e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168809 members 
Mstep: Class 2 contains 138484 members 
Entering Unmasked Estep 
Score: -38085380.000000 Penalty: 6267.236328
	Iteration 91Q: 3 clusters Score -3.808538e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168637 members 
Mstep: Class 2 contains 138656 members 
Entering Unmasked Estep 
Score: -38085428.000000 Penalty: 6267.236328
	Iteration 92Q: 3 clusters Score -3.808543e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168493 members 
Mstep: Class 2 contains 138800 members 
Entering Unmasked Estep 
Score: -38085440.000000 Penalty: 6267.236328
	Iteration 93Q: 3 clusters Score -3.808544e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168344 members 
Mstep: Class 2 contains 138949 members 
Entering Unmasked Estep 
Score: -38085436.000000 Penalty: 6267.236328
	Iteration 94Q: 3 clusters Score -3.808544e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168179 members 
Mstep: Class 2 contains 139114 members 
Entering Unmasked Estep 
Score: -38085532.000000 Penalty: 6267.236328
	Iteration 95Q: 3 clusters Score -3.808553e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168019 members 
Mstep: Class 2 contains 139274 members 
Entering Unmasked Estep 
Score: -38085552.000000 Penalty: 6267.236328
	Iteration 96Q: 3 clusters Score -3.808555e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167846 members 
Mstep: Class 2 contains 139447 members 
Entering Unmasked Estep 
Score: -38085540.000000 Penalty: 6267.236328
	Iteration 97Q: 3 clusters Score -3.808554e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167667 members 
Mstep: Class 2 contains 139626 members 
Entering Unmasked Estep 
Score: -38085628.000000 Penalty: 6267.236328
	Iteration 98Q: 3 clusters Score -3.808563e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167470 members 
Mstep: Class 2 contains 139823 members 
Entering Unmasked Estep 
Score: -38085624.000000 Penalty: 6267.236328
	Iteration 99Q: 3 clusters Score -3.808562e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167289 members 
Mstep: Class 2 contains 140004 members 
Entering Unmasked Estep 
Score: -38085636.000000 Penalty: 6267.236328
	Iteration 100F: 3 clusters Score -3.808564e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167133 members 
Mstep: Class 2 contains 140160 members 
Entering Unmasked Estep 
Score: -38085668.000000 Penalty: 6267.236328
	Iteration 101Q: 3 clusters Score -3.808567e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166974 members 
Mstep: Class 2 contains 140319 members 
Entering Unmasked Estep 
Score: -38085664.000000 Penalty: 6267.236328
	Iteration 102Q: 3 clusters Score -3.808566e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166817 members 
Mstep: Class 2 contains 140476 members 
Entering Unmasked Estep 
Score: -38085692.000000 Penalty: 6267.236328
	Iteration 103Q: 3 clusters Score -3.808569e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166660 members 
Mstep: Class 2 contains 140633 members 
Entering Unmasked Estep 
Score: -38085696.000000 Penalty: 6267.236328
	Iteration 104Q: 3 clusters Score -3.80857e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166477 members 
Mstep: Class 2 contains 140816 members 
Entering Unmasked Estep 
Score: -38085716.000000 Penalty: 6267.236328
	Iteration 105Q: 3 clusters Score -3.808572e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166342 members 
Mstep: Class 2 contains 140951 members 
Entering Unmasked Estep 
Score: -38085716.000000 Penalty: 6267.236328
	Iteration 106Q: 3 clusters Score -3.808572e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166200 members 
Mstep: Class 2 contains 141093 members 
Entering Unmasked Estep 
Score: -38085720.000000 Penalty: 6267.236328
	Iteration 107Q: 3 clusters Score -3.808572e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166068 members 
Mstep: Class 2 contains 141225 members 
Entering Unmasked Estep 
Score: -38085712.000000 Penalty: 6267.236328
	Iteration 108Q: 3 clusters Score -3.808571e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165943 members 
Mstep: Class 2 contains 141350 members 
Entering Unmasked Estep 
Score: -38085732.000000 Penalty: 6267.236328
	Iteration 109Q: 3 clusters Score -3.808573e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165825 members 
Mstep: Class 2 contains 141468 members 
Entering Unmasked Estep 
Score: -38085732.000000 Penalty: 6267.236328
	Iteration 110Q: 3 clusters Score -3.808573e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165682 members 
Mstep: Class 2 contains 141611 members 
Entering Unmasked Estep 
Score: -38085688.000000 Penalty: 6267.236328
	Iteration 111Q: 3 clusters Score -3.808569e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165565 members 
Mstep: Class 2 contains 141728 members 
Entering Unmasked Estep 
Score: -38085672.000000 Penalty: 6267.236328
	Iteration 112Q: 3 clusters Score -3.808567e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165445 members 
Mstep: Class 2 contains 141848 members 
Entering Unmasked Estep 
Score: -38085716.000000 Penalty: 6267.236328
	Iteration 113Q: 3 clusters Score -3.808572e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165312 members 
Mstep: Class 2 contains 141981 members 
Entering Unmasked Estep 
Score: -38085740.000000 Penalty: 6267.236328
	Iteration 114Q: 3 clusters Score -3.808574e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165179 members 
Mstep: Class 2 contains 142114 members 
Entering Unmasked Estep 
Score: -38085740.000000 Penalty: 6267.236328
	Iteration 115Q: 3 clusters Score -3.808574e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165075 members 
Mstep: Class 2 contains 142218 members 
Entering Unmasked Estep 
Score: -38085696.000000 Penalty: 6267.236328
	Iteration 116Q: 3 clusters Score -3.80857e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164934 members 
Mstep: Class 2 contains 142359 members 
Entering Unmasked Estep 
Score: -38085764.000000 Penalty: 6267.236328
	Iteration 117Q: 3 clusters Score -3.808576e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164777 members 
Mstep: Class 2 contains 142516 members 
Entering Unmasked Estep 
Score: -38085832.000000 Penalty: 6267.236328
	Iteration 118Q: 3 clusters Score -3.808583e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164644 members 
Mstep: Class 2 contains 142649 members 
Entering Unmasked Estep 
Score: -38085848.000000 Penalty: 6267.236328
	Iteration 119Q: 3 clusters Score -3.808585e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164497 members 
Mstep: Class 2 contains 142796 members 
Entering Unmasked Estep 
Score: -38085812.000000 Penalty: 6267.236328
	Iteration 120F: 3 clusters Score -3.808581e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164349 members 
Mstep: Class 2 contains 142944 members 
Entering Unmasked Estep 
Score: -38085876.000000 Penalty: 6267.236328
	Iteration 121Q: 3 clusters Score -3.808588e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164193 members 
Mstep: Class 2 contains 143100 members 
Entering Unmasked Estep 
Score: -38085892.000000 Penalty: 6267.236328
	Iteration 122Q: 3 clusters Score -3.808589e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164037 members 
Mstep: Class 2 contains 143256 members 
Entering Unmasked Estep 
Score: -38085872.000000 Penalty: 6267.236328
	Iteration 123Q: 3 clusters Score -3.808587e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163863 members 
Mstep: Class 2 contains 143430 members 
Entering Unmasked Estep 
Score: -38085864.000000 Penalty: 6267.236328
	Iteration 124Q: 3 clusters Score -3.808586e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163669 members 
Mstep: Class 2 contains 143624 members 
Entering Unmasked Estep 
Score: -38085896.000000 Penalty: 6267.236328
	Iteration 125Q: 3 clusters Score -3.80859e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163475 members 
Mstep: Class 2 contains 143818 members 
Entering Unmasked Estep 
Score: -38085920.000000 Penalty: 6267.236328
	Iteration 126Q: 3 clusters Score -3.808592e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163271 members 
Mstep: Class 2 contains 144022 members 
Entering Unmasked Estep 
Score: -38085952.000000 Penalty: 6267.236328
	Iteration 127Q: 3 clusters Score -3.808595e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163062 members 
Mstep: Class 2 contains 144231 members 
Entering Unmasked Estep 
Score: -38085976.000000 Penalty: 6267.236328
	Iteration 128Q: 3 clusters Score -3.808598e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162913 members 
Mstep: Class 2 contains 144380 members 
Entering Unmasked Estep 
Score: -38085992.000000 Penalty: 6267.236328
	Iteration 129Q: 3 clusters Score -3.808599e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162805 members 
Mstep: Class 2 contains 144488 members 
Entering Unmasked Estep 
Score: -38086000.000000 Penalty: 6267.236328
	Iteration 130Q: 3 clusters Score -3.8086e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162685 members 
Mstep: Class 2 contains 144608 members 
Entering Unmasked Estep 
Score: -38086016.000000 Penalty: 6267.236328
	Iteration 131Q: 3 clusters Score -3.808602e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162565 members 
Mstep: Class 2 contains 144728 members 
Entering Unmasked Estep 
Score: -38086068.000000 Penalty: 6267.236328
	Iteration 132Q: 3 clusters Score -3.808607e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162444 members 
Mstep: Class 2 contains 144849 members 
Entering Unmasked Estep 
Score: -38086088.000000 Penalty: 6267.236328
	Iteration 133Q: 3 clusters Score -3.808609e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162290 members 
Mstep: Class 2 contains 145003 members 
Entering Unmasked Estep 
Score: -38086068.000000 Penalty: 6267.236328
	Iteration 134Q: 3 clusters Score -3.808607e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162185 members 
Mstep: Class 2 contains 145108 members 
Entering Unmasked Estep 
Score: -38086052.000000 Penalty: 6267.236328
	Iteration 135Q: 3 clusters Score -3.808605e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162067 members 
Mstep: Class 2 contains 145226 members 
Entering Unmasked Estep 
Score: -38086020.000000 Penalty: 6267.236328
	Iteration 136Q: 3 clusters Score -3.808602e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161936 members 
Mstep: Class 2 contains 145357 members 
Entering Unmasked Estep 
Score: -38086036.000000 Penalty: 6267.236328
	Iteration 137Q: 3 clusters Score -3.808604e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161794 members 
Mstep: Class 2 contains 145499 members 
Entering Unmasked Estep 
Score: -38086016.000000 Penalty: 6267.236328
	Iteration 138Q: 3 clusters Score -3.808602e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161625 members 
Mstep: Class 2 contains 145668 members 
Entering Unmasked Estep 
Score: -38086024.000000 Penalty: 6267.236328
	Iteration 139Q: 3 clusters Score -3.808602e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161458 members 
Mstep: Class 2 contains 145835 members 
Entering Unmasked Estep 
Score: -38086024.000000 Penalty: 6267.236328
	Iteration 140F: 3 clusters Score -3.808602e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161313 members 
Mstep: Class 2 contains 145980 members 
Entering Unmasked Estep 
Score: -38086004.000000 Penalty: 6267.236328
	Iteration 141Q: 3 clusters Score -3.8086e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161161 members 
Mstep: Class 2 contains 146132 members 
Entering Unmasked Estep 
Score: -38085980.000000 Penalty: 6267.236328
	Iteration 142Q: 3 clusters Score -3.808598e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161016 members 
Mstep: Class 2 contains 146277 members 
Entering Unmasked Estep 
Score: -38085968.000000 Penalty: 6267.236328
	Iteration 143Q: 3 clusters Score -3.808597e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160871 members 
Mstep: Class 2 contains 146422 members 
Entering Unmasked Estep 
Score: -38086020.000000 Penalty: 6267.236328
	Iteration 144Q: 3 clusters Score -3.808602e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160768 members 
Mstep: Class 2 contains 146525 members 
Entering Unmasked Estep 
Score: -38086072.000000 Penalty: 6267.236328
	Iteration 145Q: 3 clusters Score -3.808607e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160663 members 
Mstep: Class 2 contains 146630 members 
Entering Unmasked Estep 
Score: -38086052.000000 Penalty: 6267.236328
	Iteration 146Q: 3 clusters Score -3.808605e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160564 members 
Mstep: Class 2 contains 146729 members 
Entering Unmasked Estep 
Score: -38086032.000000 Penalty: 6267.236328
	Iteration 147Q: 3 clusters Score -3.808603e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160461 members 
Mstep: Class 2 contains 146832 members 
Entering Unmasked Estep 
Score: -38086088.000000 Penalty: 6267.236328
	Iteration 148Q: 3 clusters Score -3.808609e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160381 members 
Mstep: Class 2 contains 146912 members 
Entering Unmasked Estep 
Score: -38086080.000000 Penalty: 6267.236328
	Iteration 149Q: 3 clusters Score -3.808608e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160303 members 
Mstep: Class 2 contains 146990 members 
Entering Unmasked Estep 
Score: -38086064.000000 Penalty: 6267.236328
	Iteration 150Q: 3 clusters Score -3.808606e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160225 members 
Mstep: Class 2 contains 147068 members 
Entering Unmasked Estep 
Score: -38086056.000000 Penalty: 6267.236328
	Iteration 151Q: 3 clusters Score -3.808606e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160158 members 
Mstep: Class 2 contains 147135 members 
Entering Unmasked Estep 
Score: -38086036.000000 Penalty: 6267.236328
	Iteration 152Q: 3 clusters Score -3.808604e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160114 members 
Mstep: Class 2 contains 147179 members 
Entering Unmasked Estep 
Score: -38086056.000000 Penalty: 6267.236328
	Iteration 153Q: 3 clusters Score -3.808606e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160066 members 
Mstep: Class 2 contains 147227 members 
Entering Unmasked Estep 
Score: -38086048.000000 Penalty: 6267.236328
	Iteration 154Q: 3 clusters Score -3.808605e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160024 members 
Mstep: Class 2 contains 147269 members 
Entering Unmasked Estep 
Score: -38086036.000000 Penalty: 6267.236328
	Iteration 155Q: 3 clusters Score -3.808604e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159986 members 
Mstep: Class 2 contains 147307 members 
Entering Unmasked Estep 
Score: -38086068.000000 Penalty: 6267.236328
	Iteration 156Q: 3 clusters Score -3.808607e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159923 members 
Mstep: Class 2 contains 147370 members 
Entering Unmasked Estep 
Score: -38086060.000000 Penalty: 6267.236328
	Iteration 157Q: 3 clusters Score -3.808606e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159875 members 
Mstep: Class 2 contains 147418 members 
Entering Unmasked Estep 
Score: -38086084.000000 Penalty: 6267.236328
	Iteration 158Q: 3 clusters Score -3.808608e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159841 members 
Mstep: Class 2 contains 147452 members 
Entering Unmasked Estep 
Score: -38086060.000000 Penalty: 6267.236328
	Iteration 159Q: 3 clusters Score -3.808606e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159803 members 
Mstep: Class 2 contains 147490 members 
Entering Unmasked Estep 
Score: -38086080.000000 Penalty: 6267.236328
	Iteration 160F: 3 clusters Score -3.808608e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159765 members 
Mstep: Class 2 contains 147528 members 
Entering Unmasked Estep 
Score: -38086056.000000 Penalty: 6267.236328
	Iteration 161Q: 3 clusters Score -3.808606e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159733 members 
Mstep: Class 2 contains 147560 members 
Entering Unmasked Estep 
Score: -38086040.000000 Penalty: 6267.236328
	Iteration 162Q: 3 clusters Score -3.808604e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159702 members 
Mstep: Class 2 contains 147591 members 
Entering Unmasked Estep 
Score: -38086044.000000 Penalty: 6267.236328
	Iteration 163Q: 3 clusters Score -3.808604e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159680 members 
Mstep: Class 2 contains 147613 members 
Entering Unmasked Estep 
Score: -38086036.000000 Penalty: 6267.236328
	Iteration 164Q: 3 clusters Score -3.808604e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159659 members 
Mstep: Class 2 contains 147634 members 
Entering Unmasked Estep 
Score: -38086044.000000 Penalty: 6267.236328
	Iteration 165Q: 3 clusters Score -3.808604e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159640 members 
Mstep: Class 2 contains 147653 members 
Entering Unmasked Estep 
Score: -38086084.000000 Penalty: 6267.236328
	Iteration 166Q: 3 clusters Score -3.808608e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159627 members 
Mstep: Class 2 contains 147666 members 
Entering Unmasked Estep 
Score: -38086092.000000 Penalty: 6267.236328
	Iteration 167Q: 3 clusters Score -3.808609e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159613 members 
Mstep: Class 2 contains 147680 members 
Entering Unmasked Estep 
Score: -38086092.000000 Penalty: 6267.236328
	Iteration 168Q: 3 clusters Score -3.808609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159605 members 
Mstep: Class 2 contains 147688 members 
Entering Unmasked Estep 
Score: -38086104.000000 Penalty: 6267.236328
	Iteration 169Q: 3 clusters Score -3.80861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159602 members 
Mstep: Class 2 contains 147691 members 
Entering Unmasked Estep 
Score: -38086092.000000 Penalty: 6267.236328
	Iteration 170Q: 3 clusters Score -3.808609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159596 members 
Mstep: Class 2 contains 147697 members 
Entering Unmasked Estep 
Score: -38086104.000000 Penalty: 6267.236328
	Iteration 171Q: 3 clusters Score -3.80861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159592 members 
Mstep: Class 2 contains 147701 members 
Entering Unmasked Estep 
Score: -38086068.000000 Penalty: 6267.236328
	Iteration 172Q: 3 clusters Score -3.808607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159585 members 
Mstep: Class 2 contains 147708 members 
Entering Unmasked Estep 
Score: -38086064.000000 Penalty: 6267.236328
	Iteration 173Q: 3 clusters Score -3.808606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159577 members 
Mstep: Class 2 contains 147716 members 
Entering Unmasked Estep 
Score: -38086036.000000 Penalty: 6267.236328
	Iteration 174Q: 3 clusters Score -3.808604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159567 members 
Mstep: Class 2 contains 147726 members 
Entering Unmasked Estep 
Score: -38086048.000000 Penalty: 6267.236328
	Iteration 175Q: 3 clusters Score -3.808605e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159556 members 
Mstep: Class 2 contains 147737 members 
Entering Unmasked Estep 
Score: -38086088.000000 Penalty: 6267.236328
	Iteration 176Q: 3 clusters Score -3.808609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159546 members 
Mstep: Class 2 contains 147747 members 
Entering Unmasked Estep 
Score: -38086084.000000 Penalty: 6267.236328
	Iteration 177Q: 3 clusters Score -3.808608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159542 members 
Mstep: Class 2 contains 147751 members 
Entering Unmasked Estep 
Score: -38086080.000000 Penalty: 6267.236328
	Iteration 178Q: 3 clusters Score -3.808608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159536 members 
Mstep: Class 2 contains 147757 members 
Entering Unmasked Estep 
Score: -38086068.000000 Penalty: 6267.236328
	Iteration 179Q: 3 clusters Score -3.808607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159527 members 
Mstep: Class 2 contains 147766 members 
Entering Unmasked Estep 
Score: -38086060.000000 Penalty: 6267.236328
	Iteration 180F: 3 clusters Score -3.808606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159521 members 
Mstep: Class 2 contains 147772 members 
Entering Unmasked Estep 
Score: -38086048.000000 Penalty: 6267.236328
	Iteration 181Q: 3 clusters Score -3.808605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159517 members 
Mstep: Class 2 contains 147776 members 
Entering Unmasked Estep 
Score: -38086056.000000 Penalty: 6267.236328
	Iteration 182Q: 3 clusters Score -3.808606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159507 members 
Mstep: Class 2 contains 147786 members 
Entering Unmasked Estep 
Score: -38086032.000000 Penalty: 6267.236328
	Iteration 183Q: 3 clusters Score -3.808603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159496 members 
Mstep: Class 2 contains 147797 members 
Entering Unmasked Estep 
Score: -38086028.000000 Penalty: 6267.236328
	Iteration 184Q: 3 clusters Score -3.808603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159490 members 
Mstep: Class 2 contains 147803 members 
Entering Unmasked Estep 
Score: -38086048.000000 Penalty: 6267.236328
	Iteration 185Q: 3 clusters Score -3.808605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159481 members 
Mstep: Class 2 contains 147812 members 
Entering Unmasked Estep 
Score: -38086064.000000 Penalty: 6267.236328
	Iteration 186Q: 3 clusters Score -3.808606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159471 members 
Mstep: Class 2 contains 147822 members 
Entering Unmasked Estep 
Score: -38086084.000000 Penalty: 6267.236328
	Iteration 187Q: 3 clusters Score -3.808608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159465 members 
Mstep: Class 2 contains 147828 members 
Entering Unmasked Estep 
Score: -38086072.000000 Penalty: 6267.236328
	Iteration 188Q: 3 clusters Score -3.808607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159463 members 
Mstep: Class 2 contains 147830 members 
Entering Unmasked Estep 
Score: -38086080.000000 Penalty: 6267.236328
	Iteration 189Q: 3 clusters Score -3.808608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159461 members 
Mstep: Class 2 contains 147832 members 
Entering Unmasked Estep 
Score: -38086084.000000 Penalty: 6267.236328
	Iteration 190Q: 3 clusters Score -3.808608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159457 members 
Mstep: Class 2 contains 147836 members 
Entering Unmasked Estep 
Score: -38086104.000000 Penalty: 6267.236328
	Iteration 191Q: 3 clusters Score -3.80861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159449 members 
Mstep: Class 2 contains 147844 members 
Entering Unmasked Estep 
Score: -38086108.000000 Penalty: 6267.236328
	Iteration 192Q: 3 clusters Score -3.808611e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159434 members 
Mstep: Class 2 contains 147859 members 
Entering Unmasked Estep 
Score: -38086116.000000 Penalty: 6267.236328
	Iteration 193Q: 3 clusters Score -3.808612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159416 members 
Mstep: Class 2 contains 147877 members 
Entering Unmasked Estep 
Score: -38086108.000000 Penalty: 6267.236328
	Iteration 194Q: 3 clusters Score -3.808611e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 147896 members 
Entering Unmasked Estep 
Score: -38086112.000000 Penalty: 6267.236328
	Iteration 195Q: 3 clusters Score -3.808611e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159373 members 
Mstep: Class 2 contains 147920 members 
Entering Unmasked Estep 
Score: -38086140.000000 Penalty: 6267.236328
	Iteration 196Q: 3 clusters Score -3.808614e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159349 members 
Mstep: Class 2 contains 147944 members 
Entering Unmasked Estep 
Score: -38086160.000000 Penalty: 6267.236328
	Iteration 197Q: 3 clusters Score -3.808616e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159331 members 
Mstep: Class 2 contains 147962 members 
Entering Unmasked Estep 
Score: -38086140.000000 Penalty: 6267.236328
	Iteration 198Q: 3 clusters Score -3.808614e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159315 members 
Mstep: Class 2 contains 147978 members 
Entering Unmasked Estep 
Score: -38086144.000000 Penalty: 6267.236328
	Iteration 199Q: 3 clusters Score -3.808614e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159300 members 
Mstep: Class 2 contains 147993 members 
Entering Unmasked Estep 
Score: -38086108.000000 Penalty: 6267.236328
	Iteration 200F: 3 clusters Score -3.808611e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159279 members 
Mstep: Class 2 contains 148014 members 
Entering Unmasked Estep 
Score: -38086096.000000 Penalty: 6267.236328
	Iteration 201Q: 3 clusters Score -3.80861e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159245 members 
Mstep: Class 2 contains 148048 members 
Entering Unmasked Estep 
Score: -38086104.000000 Penalty: 6267.236328
	Iteration 202Q: 3 clusters Score -3.80861e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159208 members 
Mstep: Class 2 contains 148085 members 
Entering Unmasked Estep 
Score: -38086072.000000 Penalty: 6267.236328
	Iteration 203Q: 3 clusters Score -3.808607e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159177 members 
Mstep: Class 2 contains 148116 members 
Entering Unmasked Estep 
Score: -38086096.000000 Penalty: 6267.236328
	Iteration 204Q: 3 clusters Score -3.80861e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159135 members 
Mstep: Class 2 contains 148158 members 
Entering Unmasked Estep 
Score: -38086148.000000 Penalty: 6267.236328
	Iteration 205Q: 3 clusters Score -3.808615e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159087 members 
Mstep: Class 2 contains 148206 members 
Entering Unmasked Estep 
Score: -38086144.000000 Penalty: 6267.236328
	Iteration 206Q: 3 clusters Score -3.808614e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159038 members 
Mstep: Class 2 contains 148255 members 
Entering Unmasked Estep 
Score: -38086148.000000 Penalty: 6267.236328
	Iteration 207Q: 3 clusters Score -3.808615e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158982 members 
Mstep: Class 2 contains 148311 members 
Entering Unmasked Estep 
Score: -38086144.000000 Penalty: 6267.236328
	Iteration 208Q: 3 clusters Score -3.808614e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158908 members 
Mstep: Class 2 contains 148385 members 
Entering Unmasked Estep 
Score: -38086148.000000 Penalty: 6267.236328
	Iteration 209Q: 3 clusters Score -3.808615e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158844 members 
Mstep: Class 2 contains 148449 members 
Entering Unmasked Estep 
Score: -38086204.000000 Penalty: 6267.236328
	Iteration 210Q: 3 clusters Score -3.80862e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158782 members 
Mstep: Class 2 contains 148511 members 
Entering Unmasked Estep 
Score: -38086200.000000 Penalty: 6267.236328
	Iteration 211Q: 3 clusters Score -3.80862e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158713 members 
Mstep: Class 2 contains 148580 members 
Entering Unmasked Estep 
Score: -38086224.000000 Penalty: 6267.236328
	Iteration 212Q: 3 clusters Score -3.808622e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158634 members 
Mstep: Class 2 contains 148659 members 
Entering Unmasked Estep 
Score: -38086180.000000 Penalty: 6267.236328
	Iteration 213Q: 3 clusters Score -3.808618e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158562 members 
Mstep: Class 2 contains 148731 members 
Entering Unmasked Estep 
Score: -38086188.000000 Penalty: 6267.236328
	Iteration 214Q: 3 clusters Score -3.808619e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158503 members 
Mstep: Class 2 contains 148790 members 
Entering Unmasked Estep 
Score: -38086224.000000 Penalty: 6267.236328
	Iteration 215Q: 3 clusters Score -3.808622e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158449 members 
Mstep: Class 2 contains 148844 members 
Entering Unmasked Estep 
Score: -38086248.000000 Penalty: 6267.236328
	Iteration 216Q: 3 clusters Score -3.808625e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158388 members 
Mstep: Class 2 contains 148905 members 
Entering Unmasked Estep 
Score: -38086280.000000 Penalty: 6267.236328
	Iteration 217Q: 3 clusters Score -3.808628e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158325 members 
Mstep: Class 2 contains 148968 members 
Entering Unmasked Estep 
Score: -38086276.000000 Penalty: 6267.236328
	Iteration 218Q: 3 clusters Score -3.808628e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158250 members 
Mstep: Class 2 contains 149043 members 
Entering Unmasked Estep 
Score: -38086288.000000 Penalty: 6267.236328
	Iteration 219Q: 3 clusters Score -3.808629e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158155 members 
Mstep: Class 2 contains 149138 members 
Entering Unmasked Estep 
Score: -38086296.000000 Penalty: 6267.236328
	Iteration 220F: 3 clusters Score -3.80863e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158074 members 
Mstep: Class 2 contains 149219 members 
Entering Unmasked Estep 
Score: -38086276.000000 Penalty: 6267.236328
	Iteration 221Q: 3 clusters Score -3.808628e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157986 members 
Mstep: Class 2 contains 149307 members 
Entering Unmasked Estep 
Score: -38086252.000000 Penalty: 6267.236328
	Iteration 222Q: 3 clusters Score -3.808625e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157920 members 
Mstep: Class 2 contains 149373 members 
Entering Unmasked Estep 
Score: -38086236.000000 Penalty: 6267.236328
	Iteration 223Q: 3 clusters Score -3.808624e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157848 members 
Mstep: Class 2 contains 149445 members 
Entering Unmasked Estep 
Score: -38086224.000000 Penalty: 6267.236328
	Iteration 224Q: 3 clusters Score -3.808622e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157760 members 
Mstep: Class 2 contains 149533 members 
Entering Unmasked Estep 
Score: -38086212.000000 Penalty: 6267.236328
	Iteration 225Q: 3 clusters Score -3.808621e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157666 members 
Mstep: Class 2 contains 149627 members 
Entering Unmasked Estep 
Score: -38086196.000000 Penalty: 6267.236328
	Iteration 226Q: 3 clusters Score -3.80862e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157593 members 
Mstep: Class 2 contains 149700 members 
Entering Unmasked Estep 
Score: -38086196.000000 Penalty: 6267.236328
	Iteration 227Q: 3 clusters Score -3.80862e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157535 members 
Mstep: Class 2 contains 149758 members 
Entering Unmasked Estep 
Score: -38086144.000000 Penalty: 6267.236328
	Iteration 228Q: 3 clusters Score -3.808614e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157477 members 
Mstep: Class 2 contains 149816 members 
Entering Unmasked Estep 
Score: -38086164.000000 Penalty: 6267.236328
	Iteration 229Q: 3 clusters Score -3.808616e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157424 members 
Mstep: Class 2 contains 149869 members 
Entering Unmasked Estep 
Score: -38086180.000000 Penalty: 6267.236328
	Iteration 230Q: 3 clusters Score -3.808618e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157370 members 
Mstep: Class 2 contains 149923 members 
Entering Unmasked Estep 
Score: -38086172.000000 Penalty: 6267.236328
	Iteration 231Q: 3 clusters Score -3.808617e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157302 members 
Mstep: Class 2 contains 149991 members 
Entering Unmasked Estep 
Score: -38086176.000000 Penalty: 6267.236328
	Iteration 232Q: 3 clusters Score -3.808618e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157225 members 
Mstep: Class 2 contains 150068 members 
Entering Unmasked Estep 
Score: -38086176.000000 Penalty: 6267.236328
	Iteration 233Q: 3 clusters Score -3.808618e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157131 members 
Mstep: Class 2 contains 150162 members 
Entering Unmasked Estep 
Score: -38086192.000000 Penalty: 6267.236328
	Iteration 234Q: 3 clusters Score -3.808619e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157019 members 
Mstep: Class 2 contains 150274 members 
Entering Unmasked Estep 
Score: -38086148.000000 Penalty: 6267.236328
	Iteration 235Q: 3 clusters Score -3.808615e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156918 members 
Mstep: Class 2 contains 150375 members 
Entering Unmasked Estep 
Score: -38086140.000000 Penalty: 6267.236328
	Iteration 236Q: 3 clusters Score -3.808614e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156827 members 
Mstep: Class 2 contains 150466 members 
Entering Unmasked Estep 
Score: -38086152.000000 Penalty: 6267.236328
	Iteration 237Q: 3 clusters Score -3.808615e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156709 members 
Mstep: Class 2 contains 150584 members 
Entering Unmasked Estep 
Score: -38086136.000000 Penalty: 6267.236328
	Iteration 238Q: 3 clusters Score -3.808614e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156584 members 
Mstep: Class 2 contains 150709 members 
Entering Unmasked Estep 
Score: -38086124.000000 Penalty: 6267.236328
	Iteration 239Q: 3 clusters Score -3.808612e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156456 members 
Mstep: Class 2 contains 150837 members 
Entering Unmasked Estep 
Score: -38086156.000000 Penalty: 6267.236328
	Iteration 240F: 3 clusters Score -3.808616e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156356 members 
Mstep: Class 2 contains 150937 members 
Entering Unmasked Estep 
Score: -38086156.000000 Penalty: 6267.236328
	Iteration 241Q: 3 clusters Score -3.808616e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156255 members 
Mstep: Class 2 contains 151038 members 
Entering Unmasked Estep 
Score: -38086232.000000 Penalty: 6267.236328
	Iteration 242Q: 3 clusters Score -3.808623e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156144 members 
Mstep: Class 2 contains 151149 members 
Entering Unmasked Estep 
Score: -38086176.000000 Penalty: 6267.236328
	Iteration 243Q: 3 clusters Score -3.808618e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156029 members 
Mstep: Class 2 contains 151264 members 
Entering Unmasked Estep 
Score: -38086124.000000 Penalty: 6267.236328
	Iteration 244Q: 3 clusters Score -3.808612e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155886 members 
Mstep: Class 2 contains 151407 members 
Entering Unmasked Estep 
Score: -38086140.000000 Penalty: 6267.236328
	Iteration 245Q: 3 clusters Score -3.808614e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155750 members 
Mstep: Class 2 contains 151543 members 
Entering Unmasked Estep 
Score: -38086140.000000 Penalty: 6267.236328
	Iteration 246Q: 3 clusters Score -3.808614e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155602 members 
Mstep: Class 2 contains 151691 members 
Entering Unmasked Estep 
Score: -38086116.000000 Penalty: 6267.236328
	Iteration 247Q: 3 clusters Score -3.808612e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155438 members 
Mstep: Class 2 contains 151855 members 
Entering Unmasked Estep 
Score: -38086136.000000 Penalty: 6267.236328
	Iteration 248Q: 3 clusters Score -3.808614e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155270 members 
Mstep: Class 2 contains 152023 members 
Entering Unmasked Estep 
Score: -38086128.000000 Penalty: 6267.236328
	Iteration 249Q: 3 clusters Score -3.808613e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155109 members 
Mstep: Class 2 contains 152184 members 
Entering Unmasked Estep 
Score: -38086156.000000 Penalty: 6267.236328
	Iteration 250Q: 3 clusters Score -3.808616e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154945 members 
Mstep: Class 2 contains 152348 members 
Entering Unmasked Estep 
Score: -38086204.000000 Penalty: 6267.236328
	Iteration 251Q: 3 clusters Score -3.80862e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154796 members 
Mstep: Class 2 contains 152497 members 
Entering Unmasked Estep 
Score: -38086188.000000 Penalty: 6267.236328
	Iteration 252Q: 3 clusters Score -3.808619e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154650 members 
Mstep: Class 2 contains 152643 members 
Entering Unmasked Estep 
Score: -38086156.000000 Penalty: 6267.236328
	Iteration 253Q: 3 clusters Score -3.808616e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154499 members 
Mstep: Class 2 contains 152794 members 
Entering Unmasked Estep 
Score: -38086144.000000 Penalty: 6267.236328
	Iteration 254Q: 3 clusters Score -3.808614e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154350 members 
Mstep: Class 2 contains 152943 members 
Entering Unmasked Estep 
Score: -38086168.000000 Penalty: 6267.236328
	Iteration 255Q: 3 clusters Score -3.808617e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154199 members 
Mstep: Class 2 contains 153094 members 
Entering Unmasked Estep 
Score: -38086132.000000 Penalty: 6267.236328
	Iteration 256Q: 3 clusters Score -3.808613e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154021 members 
Mstep: Class 2 contains 153272 members 
Entering Unmasked Estep 
Score: -38086172.000000 Penalty: 6267.236328
	Iteration 257Q: 3 clusters Score -3.808617e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153845 members 
Mstep: Class 2 contains 153448 members 
Entering Unmasked Estep 
Score: -38086188.000000 Penalty: 6267.236328
	Iteration 258Q: 3 clusters Score -3.808619e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153664 members 
Mstep: Class 2 contains 153629 members 
Entering Unmasked Estep 
Score: -38086264.000000 Penalty: 6267.236328
	Iteration 259Q: 3 clusters Score -3.808626e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153490 members 
Mstep: Class 2 contains 153803 members 
Entering Unmasked Estep 
Score: -38086272.000000 Penalty: 6267.236328
	Iteration 260F: 3 clusters Score -3.808627e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153332 members 
Mstep: Class 2 contains 153961 members 
Entering Unmasked Estep 
Score: -38086272.000000 Penalty: 6267.236328
	Iteration 261Q: 3 clusters Score -3.808627e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153156 members 
Mstep: Class 2 contains 154137 members 
Entering Unmasked Estep 
Score: -38086288.000000 Penalty: 6267.236328
	Iteration 262Q: 3 clusters Score -3.808629e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152946 members 
Mstep: Class 2 contains 154347 members 
Entering Unmasked Estep 
Score: -38086320.000000 Penalty: 6267.236328
	Iteration 263Q: 3 clusters Score -3.808632e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152734 members 
Mstep: Class 2 contains 154559 members 
Entering Unmasked Estep 
Score: -38086372.000000 Penalty: 6267.236328
	Iteration 264Q: 3 clusters Score -3.808637e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152528 members 
Mstep: Class 2 contains 154765 members 
Entering Unmasked Estep 
Score: -38086376.000000 Penalty: 6267.236328
	Iteration 265Q: 3 clusters Score -3.808638e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152316 members 
Mstep: Class 2 contains 154977 members 
Entering Unmasked Estep 
Score: -38086384.000000 Penalty: 6267.236328
	Iteration 266Q: 3 clusters Score -3.808638e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152124 members 
Mstep: Class 2 contains 155169 members 
Entering Unmasked Estep 
Score: -38086388.000000 Penalty: 6267.236328
	Iteration 267Q: 3 clusters Score -3.808639e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151957 members 
Mstep: Class 2 contains 155336 members 
Entering Unmasked Estep 
Score: -38086424.000000 Penalty: 6267.236328
	Iteration 268Q: 3 clusters Score -3.808642e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151796 members 
Mstep: Class 2 contains 155497 members 
Entering Unmasked Estep 
Score: -38086464.000000 Penalty: 6267.236328
	Iteration 269Q: 3 clusters Score -3.808646e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151632 members 
Mstep: Class 2 contains 155661 members 
Entering Unmasked Estep 
Score: -38086516.000000 Penalty: 6267.236328
	Iteration 270Q: 3 clusters Score -3.808652e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151435 members 
Mstep: Class 2 contains 155858 members 
Entering Unmasked Estep 
Score: -38086556.000000 Penalty: 6267.236328
	Iteration 271Q: 3 clusters Score -3.808656e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151232 members 
Mstep: Class 2 contains 156061 members 
Entering Unmasked Estep 
Score: -38086616.000000 Penalty: 6267.236328
	Iteration 272Q: 3 clusters Score -3.808662e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151039 members 
Mstep: Class 2 contains 156254 members 
Entering Unmasked Estep 
Score: -38086608.000000 Penalty: 6267.236328
	Iteration 273Q: 3 clusters Score -3.808661e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150844 members 
Mstep: Class 2 contains 156449 members 
Entering Unmasked Estep 
Score: -38086600.000000 Penalty: 6267.236328
	Iteration 274Q: 3 clusters Score -3.80866e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150667 members 
Mstep: Class 2 contains 156626 members 
Entering Unmasked Estep 
Score: -38086628.000000 Penalty: 6267.236328
	Iteration 275Q: 3 clusters Score -3.808663e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150486 members 
Mstep: Class 2 contains 156807 members 
Entering Unmasked Estep 
Score: -38086596.000000 Penalty: 6267.236328
	Iteration 276Q: 3 clusters Score -3.80866e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150299 members 
Mstep: Class 2 contains 156994 members 
Entering Unmasked Estep 
Score: -38086596.000000 Penalty: 6267.236328
	Iteration 277Q: 3 clusters Score -3.80866e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150094 members 
Mstep: Class 2 contains 157199 members 
Entering Unmasked Estep 
Score: -38086632.000000 Penalty: 6267.236328
	Iteration 278Q: 3 clusters Score -3.808663e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149881 members 
Mstep: Class 2 contains 157412 members 
Entering Unmasked Estep 
Score: -38086676.000000 Penalty: 6267.236328
	Iteration 279Q: 3 clusters Score -3.808668e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149662 members 
Mstep: Class 2 contains 157631 members 
Entering Unmasked Estep 
Score: -38086732.000000 Penalty: 6267.236328
	Iteration 280F: 3 clusters Score -3.808673e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149436 members 
Mstep: Class 2 contains 157857 members 
Entering Unmasked Estep 
Score: -38086764.000000 Penalty: 6267.236328
	Iteration 281Q: 3 clusters Score -3.808676e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149196 members 
Mstep: Class 2 contains 158097 members 
Entering Unmasked Estep 
Score: -38086792.000000 Penalty: 6267.236328
	Iteration 282Q: 3 clusters Score -3.808679e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148951 members 
Mstep: Class 2 contains 158342 members 
Entering Unmasked Estep 
Score: -38086788.000000 Penalty: 6267.236328
	Iteration 283Q: 3 clusters Score -3.808679e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148698 members 
Mstep: Class 2 contains 158595 members 
Entering Unmasked Estep 
Score: -38086776.000000 Penalty: 6267.236328
	Iteration 284Q: 3 clusters Score -3.808678e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148451 members 
Mstep: Class 2 contains 158842 members 
Entering Unmasked Estep 
Score: -38086800.000000 Penalty: 6267.236328
	Iteration 285Q: 3 clusters Score -3.80868e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148203 members 
Mstep: Class 2 contains 159090 members 
Entering Unmasked Estep 
Score: -38086804.000000 Penalty: 6267.236328
	Iteration 286Q: 3 clusters Score -3.80868e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147946 members 
Mstep: Class 2 contains 159347 members 
Entering Unmasked Estep 
Score: -38086868.000000 Penalty: 6267.236328
	Iteration 287Q: 3 clusters Score -3.808687e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147657 members 
Mstep: Class 2 contains 159636 members 
Entering Unmasked Estep 
Score: -38086884.000000 Penalty: 6267.236328
	Iteration 288Q: 3 clusters Score -3.808688e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147349 members 
Mstep: Class 2 contains 159944 members 
Entering Unmasked Estep 
Score: -38086872.000000 Penalty: 6267.236328
	Iteration 289Q: 3 clusters Score -3.808687e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147060 members 
Mstep: Class 2 contains 160233 members 
Entering Unmasked Estep 
Score: -38086848.000000 Penalty: 6267.236328
	Iteration 290Q: 3 clusters Score -3.808685e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146771 members 
Mstep: Class 2 contains 160522 members 
Entering Unmasked Estep 
Score: -38086816.000000 Penalty: 6267.236328
	Iteration 291Q: 3 clusters Score -3.808682e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146540 members 
Mstep: Class 2 contains 160753 members 
Entering Unmasked Estep 
Score: -38086860.000000 Penalty: 6267.236328
	Iteration 292Q: 3 clusters Score -3.808686e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146300 members 
Mstep: Class 2 contains 160993 members 
Entering Unmasked Estep 
Score: -38086848.000000 Penalty: 6267.236328
	Iteration 293Q: 3 clusters Score -3.808685e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146084 members 
Mstep: Class 2 contains 161209 members 
Entering Unmasked Estep 
Score: -38086836.000000 Penalty: 6267.236328
	Iteration 294Q: 3 clusters Score -3.808684e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145896 members 
Mstep: Class 2 contains 161397 members 
Entering Unmasked Estep 
Score: -38086788.000000 Penalty: 6267.236328
	Iteration 295Q: 3 clusters Score -3.808679e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145749 members 
Mstep: Class 2 contains 161544 members 
Entering Unmasked Estep 
Score: -38086888.000000 Penalty: 6267.236328
	Iteration 296Q: 3 clusters Score -3.808689e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145599 members 
Mstep: Class 2 contains 161694 members 
Entering Unmasked Estep 
Score: -38086916.000000 Penalty: 6267.236328
	Iteration 297Q: 3 clusters Score -3.808692e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145466 members 
Mstep: Class 2 contains 161827 members 
Entering Unmasked Estep 
Score: -38086920.000000 Penalty: 6267.236328
	Iteration 298Q: 3 clusters Score -3.808692e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145334 members 
Mstep: Class 2 contains 161959 members 
Entering Unmasked Estep 
Score: -38086936.000000 Penalty: 6267.236328
	Iteration 299Q: 3 clusters Score -3.808694e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145203 members 
Mstep: Class 2 contains 162090 members 
Entering Unmasked Estep 
Score: -38086920.000000 Penalty: 6267.236328
	Iteration 300F: 3 clusters Score -3.808692e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145070 members 
Mstep: Class 2 contains 162223 members 
Entering Unmasked Estep 
Score: -38086916.000000 Penalty: 6267.236328
	Iteration 301Q: 3 clusters Score -3.808692e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144934 members 
Mstep: Class 2 contains 162359 members 
Entering Unmasked Estep 
Score: -38086892.000000 Penalty: 6267.236328
	Iteration 302Q: 3 clusters Score -3.808689e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144787 members 
Mstep: Class 2 contains 162506 members 
Entering Unmasked Estep 
Score: -38086852.000000 Penalty: 6267.236328
	Iteration 303Q: 3 clusters Score -3.808685e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144623 members 
Mstep: Class 2 contains 162670 members 
Entering Unmasked Estep 
Score: -38086876.000000 Penalty: 6267.236328
	Iteration 304Q: 3 clusters Score -3.808688e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144457 members 
Mstep: Class 2 contains 162836 members 
Entering Unmasked Estep 
Score: -38086908.000000 Penalty: 6267.236328
	Iteration 305Q: 3 clusters Score -3.808691e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144303 members 
Mstep: Class 2 contains 162990 members 
Entering Unmasked Estep 
Score: -38086944.000000 Penalty: 6267.236328
	Iteration 306Q: 3 clusters Score -3.808694e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144149 members 
Mstep: Class 2 contains 163144 members 
Entering Unmasked Estep 
Score: -38087000.000000 Penalty: 6267.236328
	Iteration 307Q: 3 clusters Score -3.8087e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143991 members 
Mstep: Class 2 contains 163302 members 
Entering Unmasked Estep 
Score: -38087028.000000 Penalty: 6267.236328
	Iteration 308Q: 3 clusters Score -3.808703e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143808 members 
Mstep: Class 2 contains 163485 members 
Entering Unmasked Estep 
Score: -38087020.000000 Penalty: 6267.236328
	Iteration 309Q: 3 clusters Score -3.808702e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143644 members 
Mstep: Class 2 contains 163649 members 
Entering Unmasked Estep 
Score: -38087036.000000 Penalty: 6267.236328
	Iteration 310Q: 3 clusters Score -3.808704e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143504 members 
Mstep: Class 2 contains 163789 members 
Entering Unmasked Estep 
Score: -38087044.000000 Penalty: 6267.236328
	Iteration 311Q: 3 clusters Score -3.808704e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143348 members 
Mstep: Class 2 contains 163945 members 
Entering Unmasked Estep 
Score: -38087036.000000 Penalty: 6267.236328
	Iteration 312Q: 3 clusters Score -3.808704e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143195 members 
Mstep: Class 2 contains 164098 members 
Entering Unmasked Estep 
Score: -38087064.000000 Penalty: 6267.236328
	Iteration 313Q: 3 clusters Score -3.808706e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143016 members 
Mstep: Class 2 contains 164277 members 
Entering Unmasked Estep 
Score: -38087120.000000 Penalty: 6267.236328
	Iteration 314Q: 3 clusters Score -3.808712e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142798 members 
Mstep: Class 2 contains 164495 members 
Entering Unmasked Estep 
Score: -38087108.000000 Penalty: 6267.236328
	Iteration 315Q: 3 clusters Score -3.808711e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142585 members 
Mstep: Class 2 contains 164708 members 
Entering Unmasked Estep 
Score: -38087172.000000 Penalty: 6267.236328
	Iteration 316Q: 3 clusters Score -3.808717e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142349 members 
Mstep: Class 2 contains 164944 members 
Entering Unmasked Estep 
Score: -38087176.000000 Penalty: 6267.236328
	Iteration 317Q: 3 clusters Score -3.808718e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142096 members 
Mstep: Class 2 contains 165197 members 
Entering Unmasked Estep 
Score: -38087124.000000 Penalty: 6267.236328
	Iteration 318Q: 3 clusters Score -3.808712e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141824 members 
Mstep: Class 2 contains 165469 members 
Entering Unmasked Estep 
Score: -38087100.000000 Penalty: 6267.236328
	Iteration 319Q: 3 clusters Score -3.80871e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141535 members 
Mstep: Class 2 contains 165758 members 
Entering Unmasked Estep 
Score: -38087200.000000 Penalty: 6267.236328
	Iteration 320F: 3 clusters Score -3.80872e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141260 members 
Mstep: Class 2 contains 166033 members 
Entering Unmasked Estep 
Score: -38087196.000000 Penalty: 6267.236328
	Iteration 321Q: 3 clusters Score -3.80872e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141008 members 
Mstep: Class 2 contains 166285 members 
Entering Unmasked Estep 
Score: -38087188.000000 Penalty: 6267.236328
	Iteration 322Q: 3 clusters Score -3.808719e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140775 members 
Mstep: Class 2 contains 166518 members 
Entering Unmasked Estep 
Score: -38087140.000000 Penalty: 6267.236328
	Iteration 323Q: 3 clusters Score -3.808714e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140543 members 
Mstep: Class 2 contains 166750 members 
Entering Unmasked Estep 
Score: -38087200.000000 Penalty: 6267.236328
	Iteration 324Q: 3 clusters Score -3.80872e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140311 members 
Mstep: Class 2 contains 166982 members 
Entering Unmasked Estep 
Score: -38087244.000000 Penalty: 6267.236328
	Iteration 325Q: 3 clusters Score -3.808724e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140072 members 
Mstep: Class 2 contains 167221 members 
Entering Unmasked Estep 
Score: -38087348.000000 Penalty: 6267.236328
	Iteration 326Q: 3 clusters Score -3.808735e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139826 members 
Mstep: Class 2 contains 167467 members 
Entering Unmasked Estep 
Score: -38087296.000000 Penalty: 6267.236328
	Iteration 327Q: 3 clusters Score -3.80873e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139591 members 
Mstep: Class 2 contains 167702 members 
Entering Unmasked Estep 
Score: -38087344.000000 Penalty: 6267.236328
	Iteration 328Q: 3 clusters Score -3.808734e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139345 members 
Mstep: Class 2 contains 167948 members 
Entering Unmasked Estep 
Score: -38087344.000000 Penalty: 6267.236328
	Iteration 329Q: 3 clusters Score -3.808734e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139110 members 
Mstep: Class 2 contains 168183 members 
Entering Unmasked Estep 
Score: -38087380.000000 Penalty: 6267.236328
	Iteration 330Q: 3 clusters Score -3.808738e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138854 members 
Mstep: Class 2 contains 168439 members 
Entering Unmasked Estep 
Score: -38087352.000000 Penalty: 6267.236328
	Iteration 331Q: 3 clusters Score -3.808735e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138574 members 
Mstep: Class 2 contains 168719 members 
Entering Unmasked Estep 
Score: -38087372.000000 Penalty: 6267.236328
	Iteration 332Q: 3 clusters Score -3.808737e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138346 members 
Mstep: Class 2 contains 168947 members 
Entering Unmasked Estep 
Score: -38087332.000000 Penalty: 6267.236328
	Iteration 333Q: 3 clusters Score -3.808733e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138144 members 
Mstep: Class 2 contains 169149 members 
Entering Unmasked Estep 
Score: -38087376.000000 Penalty: 6267.236328
	Iteration 334Q: 3 clusters Score -3.808738e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137925 members 
Mstep: Class 2 contains 169368 members 
Entering Unmasked Estep 
Score: -38087420.000000 Penalty: 6267.236328
	Iteration 335Q: 3 clusters Score -3.808742e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137761 members 
Mstep: Class 2 contains 169532 members 
Entering Unmasked Estep 
Score: -38087448.000000 Penalty: 6267.236328
	Iteration 336Q: 3 clusters Score -3.808745e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137614 members 
Mstep: Class 2 contains 169679 members 
Entering Unmasked Estep 
Score: -38087452.000000 Penalty: 6267.236328
	Iteration 337Q: 3 clusters Score -3.808745e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137468 members 
Mstep: Class 2 contains 169825 members 
Entering Unmasked Estep 
Score: -38087440.000000 Penalty: 6267.236328
	Iteration 338Q: 3 clusters Score -3.808744e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137322 members 
Mstep: Class 2 contains 169971 members 
Entering Unmasked Estep 
Score: -38087432.000000 Penalty: 6267.236328
	Iteration 339Q: 3 clusters Score -3.808743e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137185 members 
Mstep: Class 2 contains 170108 members 
Entering Unmasked Estep 
Score: -38087412.000000 Penalty: 6267.236328
	Iteration 340F: 3 clusters Score -3.808741e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137096 members 
Mstep: Class 2 contains 170197 members 
Entering Unmasked Estep 
Score: -38087452.000000 Penalty: 6267.236328
	Iteration 341Q: 3 clusters Score -3.808745e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137003 members 
Mstep: Class 2 contains 170290 members 
Entering Unmasked Estep 
Score: -38087480.000000 Penalty: 6267.236328
	Iteration 342Q: 3 clusters Score -3.808748e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136910 members 
Mstep: Class 2 contains 170383 members 
Entering Unmasked Estep 
Score: -38087504.000000 Penalty: 6267.236328
	Iteration 343Q: 3 clusters Score -3.80875e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136785 members 
Mstep: Class 2 contains 170508 members 
Entering Unmasked Estep 
Score: -38087528.000000 Penalty: 6267.236328
	Iteration 344Q: 3 clusters Score -3.808753e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136657 members 
Mstep: Class 2 contains 170636 members 
Entering Unmasked Estep 
Score: -38087500.000000 Penalty: 6267.236328
	Iteration 345Q: 3 clusters Score -3.80875e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136486 members 
Mstep: Class 2 contains 170807 members 
Entering Unmasked Estep 
Score: -38087460.000000 Penalty: 6267.236328
	Iteration 346Q: 3 clusters Score -3.808746e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136279 members 
Mstep: Class 2 contains 171014 members 
Entering Unmasked Estep 
Score: -38087528.000000 Penalty: 6267.236328
	Iteration 347Q: 3 clusters Score -3.808753e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136073 members 
Mstep: Class 2 contains 171220 members 
Entering Unmasked Estep 
Score: -38087580.000000 Penalty: 6267.236328
	Iteration 348Q: 3 clusters Score -3.808758e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135870 members 
Mstep: Class 2 contains 171423 members 
Entering Unmasked Estep 
Score: -38087620.000000 Penalty: 6267.236328
	Iteration 349Q: 3 clusters Score -3.808762e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135627 members 
Mstep: Class 2 contains 171666 members 
Entering Unmasked Estep 
Score: -38087684.000000 Penalty: 6267.236328
	Iteration 350Q: 3 clusters Score -3.808768e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135381 members 
Mstep: Class 2 contains 171912 members 
Entering Unmasked Estep 
Score: -38087644.000000 Penalty: 6267.236328
	Iteration 351Q: 3 clusters Score -3.808764e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135166 members 
Mstep: Class 2 contains 172127 members 
Entering Unmasked Estep 
Score: -38087640.000000 Penalty: 6267.236328
	Iteration 352Q: 3 clusters Score -3.808764e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134970 members 
Mstep: Class 2 contains 172323 members 
Entering Unmasked Estep 
Score: -38087636.000000 Penalty: 6267.236328
	Iteration 353Q: 3 clusters Score -3.808764e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134775 members 
Mstep: Class 2 contains 172518 members 
Entering Unmasked Estep 
Score: -38087688.000000 Penalty: 6267.236328
	Iteration 354Q: 3 clusters Score -3.808769e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134585 members 
Mstep: Class 2 contains 172708 members 
Entering Unmasked Estep 
Score: -38087724.000000 Penalty: 6267.236328
	Iteration 355Q: 3 clusters Score -3.808772e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134396 members 
Mstep: Class 2 contains 172897 members 
Entering Unmasked Estep 
Score: -38087736.000000 Penalty: 6267.236328
	Iteration 356Q: 3 clusters Score -3.808774e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134227 members 
Mstep: Class 2 contains 173066 members 
Entering Unmasked Estep 
Score: -38087712.000000 Penalty: 6267.236328
	Iteration 357Q: 3 clusters Score -3.808771e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134080 members 
Mstep: Class 2 contains 173213 members 
Entering Unmasked Estep 
Score: -38087744.000000 Penalty: 6267.236328
	Iteration 358Q: 3 clusters Score -3.808774e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133881 members 
Mstep: Class 2 contains 173412 members 
Entering Unmasked Estep 
Score: -38087700.000000 Penalty: 6267.236328
	Iteration 359Q: 3 clusters Score -3.80877e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133707 members 
Mstep: Class 2 contains 173586 members 
Entering Unmasked Estep 
Score: -38087752.000000 Penalty: 6267.236328
	Iteration 360F: 3 clusters Score -3.808775e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133499 members 
Mstep: Class 2 contains 173794 members 
Entering Unmasked Estep 
Score: -38087688.000000 Penalty: 6267.236328
	Iteration 361Q: 3 clusters Score -3.808769e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133282 members 
Mstep: Class 2 contains 174011 members 
Entering Unmasked Estep 
Score: -38087676.000000 Penalty: 6267.236328
	Iteration 362Q: 3 clusters Score -3.808768e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133035 members 
Mstep: Class 2 contains 174258 members 
Entering Unmasked Estep 
Score: -38087664.000000 Penalty: 6267.236328
	Iteration 363Q: 3 clusters Score -3.808766e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132763 members 
Mstep: Class 2 contains 174530 members 
Entering Unmasked Estep 
Score: -38087676.000000 Penalty: 6267.236328
	Iteration 364Q: 3 clusters Score -3.808768e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132510 members 
Mstep: Class 2 contains 174783 members 
Entering Unmasked Estep 
Score: -38087720.000000 Penalty: 6267.236328
	Iteration 365Q: 3 clusters Score -3.808772e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132266 members 
Mstep: Class 2 contains 175027 members 
Entering Unmasked Estep 
Score: -38087700.000000 Penalty: 6267.236328
	Iteration 366Q: 3 clusters Score -3.80877e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131984 members 
Mstep: Class 2 contains 175309 members 
Entering Unmasked Estep 
Score: -38087680.000000 Penalty: 6267.236328
	Iteration 367Q: 3 clusters Score -3.808768e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131756 members 
Mstep: Class 2 contains 175537 members 
Entering Unmasked Estep 
Score: -38087724.000000 Penalty: 6267.236328
	Iteration 368Q: 3 clusters Score -3.808772e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131528 members 
Mstep: Class 2 contains 175765 members 
Entering Unmasked Estep 
Score: -38087728.000000 Penalty: 6267.236328
	Iteration 369Q: 3 clusters Score -3.808773e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131305 members 
Mstep: Class 2 contains 175988 members 
Entering Unmasked Estep 
Score: -38087780.000000 Penalty: 6267.236328
	Iteration 370Q: 3 clusters Score -3.808778e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131048 members 
Mstep: Class 2 contains 176245 members 
Entering Unmasked Estep 
Score: -38087804.000000 Penalty: 6267.236328
	Iteration 371Q: 3 clusters Score -3.80878e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130756 members 
Mstep: Class 2 contains 176537 members 
Entering Unmasked Estep 
Score: -38087816.000000 Penalty: 6267.236328
	Iteration 372Q: 3 clusters Score -3.808782e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130475 members 
Mstep: Class 2 contains 176818 members 
Entering Unmasked Estep 
Score: -38087840.000000 Penalty: 6267.236328
	Iteration 373Q: 3 clusters Score -3.808784e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130154 members 
Mstep: Class 2 contains 177139 members 
Entering Unmasked Estep 
Score: -38087924.000000 Penalty: 6267.236328
	Iteration 374Q: 3 clusters Score -3.808792e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129856 members 
Mstep: Class 2 contains 177437 members 
Entering Unmasked Estep 
Score: -38087876.000000 Penalty: 6267.236328
	Iteration 375Q: 3 clusters Score -3.808788e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129571 members 
Mstep: Class 2 contains 177722 members 
Entering Unmasked Estep 
Score: -38087916.000000 Penalty: 6267.236328
	Iteration 376Q: 3 clusters Score -3.808792e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129281 members 
Mstep: Class 2 contains 178012 members 
Entering Unmasked Estep 
Score: -38087960.000000 Penalty: 6267.236328
	Iteration 377Q: 3 clusters Score -3.808796e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129013 members 
Mstep: Class 2 contains 178280 members 
Entering Unmasked Estep 
Score: -38088008.000000 Penalty: 6267.236328
	Iteration 378Q: 3 clusters Score -3.808801e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128721 members 
Mstep: Class 2 contains 178572 members 
Entering Unmasked Estep 
Score: -38087992.000000 Penalty: 6267.236328
	Iteration 379Q: 3 clusters Score -3.808799e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128404 members 
Mstep: Class 2 contains 178889 members 
Entering Unmasked Estep 
Score: -38088020.000000 Penalty: 6267.236328
	Iteration 380F: 3 clusters Score -3.808802e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128084 members 
Mstep: Class 2 contains 179209 members 
Entering Unmasked Estep 
Score: -38088036.000000 Penalty: 6267.236328
	Iteration 381Q: 3 clusters Score -3.808804e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127778 members 
Mstep: Class 2 contains 179515 members 
Entering Unmasked Estep 
Score: -38088020.000000 Penalty: 6267.236328
	Iteration 382Q: 3 clusters Score -3.808802e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127463 members 
Mstep: Class 2 contains 179830 members 
Entering Unmasked Estep 
Score: -38088032.000000 Penalty: 6267.236328
	Iteration 383Q: 3 clusters Score -3.808803e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127132 members 
Mstep: Class 2 contains 180161 members 
Entering Unmasked Estep 
Score: -38087992.000000 Penalty: 6267.236328
	Iteration 384Q: 3 clusters Score -3.808799e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126791 members 
Mstep: Class 2 contains 180502 members 
Entering Unmasked Estep 
Score: -38088024.000000 Penalty: 6267.236328
	Iteration 385Q: 3 clusters Score -3.808802e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126461 members 
Mstep: Class 2 contains 180832 members 
Entering Unmasked Estep 
Score: -38088004.000000 Penalty: 6267.236328
	Iteration 386Q: 3 clusters Score -3.8088e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126146 members 
Mstep: Class 2 contains 181147 members 
Entering Unmasked Estep 
Score: -38088028.000000 Penalty: 6267.236328
	Iteration 387Q: 3 clusters Score -3.808803e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125800 members 
Mstep: Class 2 contains 181493 members 
Entering Unmasked Estep 
Score: -38087992.000000 Penalty: 6267.236328
	Iteration 388Q: 3 clusters Score -3.808799e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125444 members 
Mstep: Class 2 contains 181849 members 
Entering Unmasked Estep 
Score: -38088040.000000 Penalty: 6267.236328
	Iteration 389Q: 3 clusters Score -3.808804e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125052 members 
Mstep: Class 2 contains 182241 members 
Entering Unmasked Estep 
Score: -38088096.000000 Penalty: 6267.236328
	Iteration 390Q: 3 clusters Score -3.80881e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124672 members 
Mstep: Class 2 contains 182621 members 
Entering Unmasked Estep 
Score: -38088056.000000 Penalty: 6267.236328
	Iteration 391Q: 3 clusters Score -3.808806e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124298 members 
Mstep: Class 2 contains 182995 members 
Entering Unmasked Estep 
Score: -38088052.000000 Penalty: 6267.236328
	Iteration 392Q: 3 clusters Score -3.808805e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123933 members 
Mstep: Class 2 contains 183360 members 
Entering Unmasked Estep 
Score: -38088040.000000 Penalty: 6267.236328
	Iteration 393Q: 3 clusters Score -3.808804e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123560 members 
Mstep: Class 2 contains 183733 members 
Entering Unmasked Estep 
Score: -38088152.000000 Penalty: 6267.236328
	Iteration 394Q: 3 clusters Score -3.808815e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123181 members 
Mstep: Class 2 contains 184112 members 
Entering Unmasked Estep 
Score: -38088228.000000 Penalty: 6267.236328
	Iteration 395Q: 3 clusters Score -3.808823e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122774 members 
Mstep: Class 2 contains 184519 members 
Entering Unmasked Estep 
Score: -38088268.000000 Penalty: 6267.236328
	Iteration 396Q: 3 clusters Score -3.808827e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122345 members 
Mstep: Class 2 contains 184948 members 
Entering Unmasked Estep 
Score: -38088348.000000 Penalty: 6267.236328
	Iteration 397Q: 3 clusters Score -3.808835e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121908 members 
Mstep: Class 2 contains 185385 members 
Entering Unmasked Estep 
Score: -38088444.000000 Penalty: 6267.236328
	Iteration 398Q: 3 clusters Score -3.808844e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121458 members 
Mstep: Class 2 contains 185835 members 
Entering Unmasked Estep 
Score: -38088464.000000 Penalty: 6267.236328
	Iteration 399Q: 3 clusters Score -3.808846e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121070 members 
Mstep: Class 2 contains 186223 members 
Entering Unmasked Estep 
Score: -38088500.000000 Penalty: 6267.236328
	Iteration 400F: 3 clusters Score -3.80885e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120668 members 
Mstep: Class 2 contains 186625 members 
Entering Unmasked Estep 
Score: -38088488.000000 Penalty: 6267.236328
	Iteration 401Q: 3 clusters Score -3.808849e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120260 members 
Mstep: Class 2 contains 187033 members 
Entering Unmasked Estep 
Score: -38088412.000000 Penalty: 6267.236328
	Iteration 402Q: 3 clusters Score -3.808841e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119827 members 
Mstep: Class 2 contains 187466 members 
Entering Unmasked Estep 
Score: -38088492.000000 Penalty: 6267.236328
	Iteration 403Q: 3 clusters Score -3.808849e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119454 members 
Mstep: Class 2 contains 187839 members 
Entering Unmasked Estep 
Score: -38088500.000000 Penalty: 6267.236328
	Iteration 404Q: 3 clusters Score -3.80885e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119012 members 
Mstep: Class 2 contains 188281 members 
Entering Unmasked Estep 
Score: -38088520.000000 Penalty: 6267.236328
	Iteration 405Q: 3 clusters Score -3.808852e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118587 members 
Mstep: Class 2 contains 188706 members 
Entering Unmasked Estep 
Score: -38088520.000000 Penalty: 6267.236328
	Iteration 406Q: 3 clusters Score -3.808852e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118189 members 
Mstep: Class 2 contains 189104 members 
Entering Unmasked Estep 
Score: -38088536.000000 Penalty: 6267.236328
	Iteration 407Q: 3 clusters Score -3.808854e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117778 members 
Mstep: Class 2 contains 189515 members 
Entering Unmasked Estep 
Score: -38088608.000000 Penalty: 6267.236328
	Iteration 408Q: 3 clusters Score -3.808861e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117293 members 
Mstep: Class 2 contains 190000 members 
Entering Unmasked Estep 
Score: -38088700.000000 Penalty: 6267.236328
	Iteration 409Q: 3 clusters Score -3.80887e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116791 members 
Mstep: Class 2 contains 190502 members 
Entering Unmasked Estep 
Score: -38088648.000000 Penalty: 6267.236328
	Iteration 410Q: 3 clusters Score -3.808865e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116305 members 
Mstep: Class 2 contains 190988 members 
Entering Unmasked Estep 
Score: -38088620.000000 Penalty: 6267.236328
	Iteration 411Q: 3 clusters Score -3.808862e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115766 members 
Mstep: Class 2 contains 191527 members 
Entering Unmasked Estep 
Score: -38088692.000000 Penalty: 6267.236328
	Iteration 412Q: 3 clusters Score -3.808869e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115182 members 
Mstep: Class 2 contains 192111 members 
Entering Unmasked Estep 
Score: -38088692.000000 Penalty: 6267.236328
	Iteration 413Q: 3 clusters Score -3.808869e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114629 members 
Mstep: Class 2 contains 192664 members 
Entering Unmasked Estep 
Score: -38088732.000000 Penalty: 6267.236328
	Iteration 414Q: 3 clusters Score -3.808873e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114092 members 
Mstep: Class 2 contains 193201 members 
Entering Unmasked Estep 
Score: -38088784.000000 Penalty: 6267.236328
	Iteration 415Q: 3 clusters Score -3.808878e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113530 members 
Mstep: Class 2 contains 193763 members 
Entering Unmasked Estep 
Score: -38088772.000000 Penalty: 6267.236328
	Iteration 416Q: 3 clusters Score -3.808877e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112957 members 
Mstep: Class 2 contains 194336 members 
Entering Unmasked Estep 
Score: -38088772.000000 Penalty: 6267.236328
	Iteration 417Q: 3 clusters Score -3.808877e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112364 members 
Mstep: Class 2 contains 194929 members 
Entering Unmasked Estep 
Score: -38088824.000000 Penalty: 6267.236328
	Iteration 418Q: 3 clusters Score -3.808882e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111803 members 
Mstep: Class 2 contains 195490 members 
Entering Unmasked Estep 
Score: -38088728.000000 Penalty: 6267.236328
	Iteration 419Q: 3 clusters Score -3.808873e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111183 members 
Mstep: Class 2 contains 196110 members 
Entering Unmasked Estep 
Score: -38088840.000000 Penalty: 6267.236328
	Iteration 420F: 3 clusters Score -3.808884e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110566 members 
Mstep: Class 2 contains 196727 members 
Entering Unmasked Estep 
Score: -38088860.000000 Penalty: 6267.236328
	Iteration 421Q: 3 clusters Score -3.808886e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109912 members 
Mstep: Class 2 contains 197381 members 
Entering Unmasked Estep 
Score: -38088808.000000 Penalty: 6267.236328
	Iteration 422Q: 3 clusters Score -3.808881e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109273 members 
Mstep: Class 2 contains 198020 members 
Entering Unmasked Estep 
Score: -38088816.000000 Penalty: 6267.236328
	Iteration 423Q: 3 clusters Score -3.808882e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108643 members 
Mstep: Class 2 contains 198650 members 
Entering Unmasked Estep 
Score: -38088872.000000 Penalty: 6267.236328
	Iteration 424Q: 3 clusters Score -3.808887e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107982 members 
Mstep: Class 2 contains 199311 members 
Entering Unmasked Estep 
Score: -38088896.000000 Penalty: 6267.236328
	Iteration 425Q: 3 clusters Score -3.80889e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107316 members 
Mstep: Class 2 contains 199977 members 
Entering Unmasked Estep 
Score: -38089020.000000 Penalty: 6267.236328
	Iteration 426Q: 3 clusters Score -3.808902e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106548 members 
Mstep: Class 2 contains 200745 members 
Entering Unmasked Estep 
Score: -38089264.000000 Penalty: 6267.236328
	Iteration 427Q: 3 clusters Score -3.808926e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105785 members 
Mstep: Class 2 contains 201508 members 
Entering Unmasked Estep 
Score: -38089288.000000 Penalty: 6267.236328
	Iteration 428Q: 3 clusters Score -3.808929e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105031 members 
Mstep: Class 2 contains 202262 members 
Entering Unmasked Estep 
Score: -38089332.000000 Penalty: 6267.236328
	Iteration 429Q: 3 clusters Score -3.808933e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104242 members 
Mstep: Class 2 contains 203051 members 
Entering Unmasked Estep 
Score: -38089344.000000 Penalty: 6267.236328
	Iteration 430Q: 3 clusters Score -3.808934e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103409 members 
Mstep: Class 2 contains 203884 members 
Entering Unmasked Estep 
Score: -38089380.000000 Penalty: 6267.236328
	Iteration 431Q: 3 clusters Score -3.808938e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102557 members 
Mstep: Class 2 contains 204736 members 
Entering Unmasked Estep 
Score: -38089364.000000 Penalty: 6267.236328
	Iteration 432Q: 3 clusters Score -3.808936e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101761 members 
Mstep: Class 2 contains 205532 members 
Entering Unmasked Estep 
Score: -38089564.000000 Penalty: 6267.236328
	Iteration 433Q: 3 clusters Score -3.808956e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100917 members 
Mstep: Class 2 contains 206376 members 
Entering Unmasked Estep 
Score: -38089680.000000 Penalty: 6267.236328
	Iteration 434Q: 3 clusters Score -3.808968e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99982 members 
Mstep: Class 2 contains 207311 members 
Entering Unmasked Estep 
Score: -38089652.000000 Penalty: 6267.236328
	Iteration 435Q: 3 clusters Score -3.808965e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99044 members 
Mstep: Class 2 contains 208249 members 
Entering Unmasked Estep 
Score: -38089788.000000 Penalty: 6267.236328
	Iteration 436Q: 3 clusters Score -3.808979e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98034 members 
Mstep: Class 2 contains 209259 members 
Entering Unmasked Estep 
Score: -38089884.000000 Penalty: 6267.236328
	Iteration 437Q: 3 clusters Score -3.808988e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97024 members 
Mstep: Class 2 contains 210269 members 
Entering Unmasked Estep 
Score: -38090064.000000 Penalty: 6267.236328
	Iteration 438Q: 3 clusters Score -3.809006e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95984 members 
Mstep: Class 2 contains 211309 members 
Entering Unmasked Estep 
Score: -38090144.000000 Penalty: 6267.236328
	Iteration 439Q: 3 clusters Score -3.809014e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94964 members 
Mstep: Class 2 contains 212329 members 
Entering Unmasked Estep 
Score: -38090292.000000 Penalty: 6267.236328
	Iteration 440F: 3 clusters Score -3.809029e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93871 members 
Mstep: Class 2 contains 213422 members 
Entering Unmasked Estep 
Score: -38090360.000000 Penalty: 6267.236328
	Iteration 441Q: 3 clusters Score -3.809036e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92806 members 
Mstep: Class 2 contains 214487 members 
Entering Unmasked Estep 
Score: -38090344.000000 Penalty: 6267.236328
	Iteration 442Q: 3 clusters Score -3.809034e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91734 members 
Mstep: Class 2 contains 215559 members 
Entering Unmasked Estep 
Score: -38090536.000000 Penalty: 6267.236328
	Iteration 443Q: 3 clusters Score -3.809054e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90621 members 
Mstep: Class 2 contains 216672 members 
Entering Unmasked Estep 
Score: -38090652.000000 Penalty: 6267.236328
	Iteration 444Q: 3 clusters Score -3.809065e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89511 members 
Mstep: Class 2 contains 217782 members 
Entering Unmasked Estep 
Score: -38090796.000000 Penalty: 6267.236328
	Iteration 445Q: 3 clusters Score -3.80908e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88377 members 
Mstep: Class 2 contains 218916 members 
Entering Unmasked Estep 
Score: -38090940.000000 Penalty: 6267.236328
	Iteration 446Q: 3 clusters Score -3.809094e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87171 members 
Mstep: Class 2 contains 220122 members 
Entering Unmasked Estep 
Score: -38091004.000000 Penalty: 6267.236328
	Iteration 447Q: 3 clusters Score -3.8091e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85882 members 
Mstep: Class 2 contains 221411 members 
Entering Unmasked Estep 
Score: -38091040.000000 Penalty: 6267.236328
	Iteration 448Q: 3 clusters Score -3.809104e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84545 members 
Mstep: Class 2 contains 222748 members 
Entering Unmasked Estep 
Score: -38091100.000000 Penalty: 6267.236328
	Iteration 449Q: 3 clusters Score -3.80911e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83162 members 
Mstep: Class 2 contains 224131 members 
Entering Unmasked Estep 
Score: -38091148.000000 Penalty: 6267.236328
	Iteration 450Q: 3 clusters Score -3.809115e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81743 members 
Mstep: Class 2 contains 225550 members 
Entering Unmasked Estep 
Score: -38091212.000000 Penalty: 6267.236328
	Iteration 451Q: 3 clusters Score -3.809121e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80265 members 
Mstep: Class 2 contains 227028 members 
Entering Unmasked Estep 
Score: -38091584.000000 Penalty: 6267.236328
	Iteration 452Q: 3 clusters Score -3.809158e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78702 members 
Mstep: Class 2 contains 228591 members 
Entering Unmasked Estep 
Score: -38091740.000000 Penalty: 6267.236328
	Iteration 453Q: 3 clusters Score -3.809174e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77175 members 
Mstep: Class 2 contains 230118 members 
Entering Unmasked Estep 
Score: -38091924.000000 Penalty: 6267.236328
	Iteration 454Q: 3 clusters Score -3.809192e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75518 members 
Mstep: Class 2 contains 231775 members 
Entering Unmasked Estep 
Score: -38092232.000000 Penalty: 6267.236328
	Iteration 455Q: 3 clusters Score -3.809223e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73863 members 
Mstep: Class 2 contains 233430 members 
Entering Unmasked Estep 
Score: -38092396.000000 Penalty: 6267.236328
	Iteration 456Q: 3 clusters Score -3.80924e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72189 members 
Mstep: Class 2 contains 235104 members 
Entering Unmasked Estep 
Score: -38092464.000000 Penalty: 6267.236328
	Iteration 457Q: 3 clusters Score -3.809246e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 236823 members 
Entering Unmasked Estep 
Score: -38092608.000000 Penalty: 6267.236328
	Iteration 458Q: 3 clusters Score -3.809261e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68673 members 
Mstep: Class 2 contains 238620 members 
Entering Unmasked Estep 
Score: -38092956.000000 Penalty: 6267.236328
	Iteration 459Q: 3 clusters Score -3.809296e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66769 members 
Mstep: Class 2 contains 240524 members 
Entering Unmasked Estep 
Score: -38093204.000000 Penalty: 6267.236328
	Iteration 460F: 3 clusters Score -3.80932e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64605 members 
Mstep: Class 2 contains 242688 members 
Entering Unmasked Estep 
Score: -38093256.000000 Penalty: 6267.236328
	Iteration 461Q: 3 clusters Score -3.809326e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 245088 members 
Entering Unmasked Estep 
Score: -38093640.000000 Penalty: 6267.236328
	Iteration 462Q: 3 clusters Score -3.809364e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 247644 members 
Entering Unmasked Estep 
Score: -38093852.000000 Penalty: 6267.236328
	Iteration 463Q: 3 clusters Score -3.809385e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 250352 members 
Entering Unmasked Estep 
Score: -38094092.000000 Penalty: 6267.236328
	Iteration 464Q: 3 clusters Score -3.809409e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 253223 members 
Entering Unmasked Estep 
Score: -38094340.000000 Penalty: 6267.236328
	Iteration 465Q: 3 clusters Score -3.809434e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 256322 members 
Entering Unmasked Estep 
Score: -38094716.000000 Penalty: 6267.236328
	Iteration 466Q: 3 clusters Score -3.809472e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 259658 members 
Entering Unmasked Estep 
Score: -38095304.000000 Penalty: 6267.236328
	Iteration 467Q: 3 clusters Score -3.80953e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 263189 members 
Entering Unmasked Estep 
Score: -38095624.000000 Penalty: 6267.236328
	Iteration 468Q: 3 clusters Score -3.809562e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 266836 members 
Entering Unmasked Estep 
Score: -38096084.000000 Penalty: 6267.236328
	Iteration 469Q: 3 clusters Score -3.809608e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 270626 members 
Entering Unmasked Estep 
Score: -38096000.000000 Penalty: 6267.236328
	Iteration 470Q: 3 clusters Score -3.8096e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 274293 members 
Entering Unmasked Estep 
Score: -38096012.000000 Penalty: 6267.236328
	Iteration 471Q: 3 clusters Score -3.809601e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 277811 members 
Entering Unmasked Estep 
Score: -38096024.000000 Penalty: 6267.236328
	Iteration 472Q: 3 clusters Score -3.809602e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 281154 members 
Entering Unmasked Estep 
Score: -38095920.000000 Penalty: 6267.236328
	Iteration 473Q: 3 clusters Score -3.809592e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 284286 members 
Entering Unmasked Estep 
Score: -38095804.000000 Penalty: 6267.236328
	Iteration 474Q: 3 clusters Score -3.80958e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 287209 members 
Entering Unmasked Estep 
Score: -38095668.000000 Penalty: 6267.236328
	Iteration 475Q: 3 clusters Score -3.809567e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 289735 members 
Entering Unmasked Estep 
Score: -38095464.000000 Penalty: 6267.236328
	Iteration 476Q: 3 clusters Score -3.809546e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 292007 members 
Entering Unmasked Estep 
Score: -38095188.000000 Penalty: 6267.236328
	Iteration 477Q: 3 clusters Score -3.809519e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 293995 members 
Entering Unmasked Estep 
Score: -38095156.000000 Penalty: 6267.236328
	Iteration 478Q: 3 clusters Score -3.809516e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 295704 members 
Entering Unmasked Estep 
Score: -38095100.000000 Penalty: 6267.236328
	Iteration 479Q: 3 clusters Score -3.80951e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 297146 members 
Entering Unmasked Estep 
Score: -38094880.000000 Penalty: 6267.236328
	Iteration 480F: 3 clusters Score -3.809488e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 298600 members 
Entering Unmasked Estep 
Score: -38094452.000000 Penalty: 6267.236328
	Iteration 481Q: 3 clusters Score -3.809445e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 299841 members 
Entering Unmasked Estep 
Score: -38094016.000000 Penalty: 6267.236328
	Iteration 482Q: 3 clusters Score -3.809402e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 300850 members 
Entering Unmasked Estep 
Score: -38093656.000000 Penalty: 6267.236328
	Iteration 483Q: 3 clusters Score -3.809366e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 301705 members 
Entering Unmasked Estep 
Score: -38093260.000000 Penalty: 6267.236328
	Iteration 484Q: 3 clusters Score -3.809326e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 302421 members 
Entering Unmasked Estep 
Score: -38092960.000000 Penalty: 6267.236328
	Iteration 485Q: 3 clusters Score -3.809296e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 303027 members 
Entering Unmasked Estep 
Score: -38092756.000000 Penalty: 6267.236328
	Iteration 486Q: 3 clusters Score -3.809276e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 303539 members 
Entering Unmasked Estep 
Score: -38092688.000000 Penalty: 6267.236328
	Iteration 487Q: 3 clusters Score -3.809269e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 303961 members 
Entering Unmasked Estep 
Score: -38092616.000000 Penalty: 6267.236328
	Iteration 488Q: 3 clusters Score -3.809262e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 304302 members 
Entering Unmasked Estep 
Score: -38092464.000000 Penalty: 6267.236328
	Iteration 489Q: 3 clusters Score -3.809246e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 304615 members 
Entering Unmasked Estep 
Score: -38092272.000000 Penalty: 6267.236328
	Iteration 490Q: 3 clusters Score -3.809227e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 304859 members 
Entering Unmasked Estep 
Score: -38092336.000000 Penalty: 6267.236328
	Iteration 491Q: 3 clusters Score -3.809234e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 305057 members 
Entering Unmasked Estep 
Score: -38092212.000000 Penalty: 6267.236328
	Iteration 492Q: 3 clusters Score -3.809221e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 305208 members 
Entering Unmasked Estep 
Score: -38092124.000000 Penalty: 6267.236328
	Iteration 493Q: 3 clusters Score -3.809212e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 305334 members 
Entering Unmasked Estep 
Score: -38092104.000000 Penalty: 6267.236328
	Iteration 494Q: 3 clusters Score -3.80921e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 305451 members 
Entering Unmasked Estep 
Score: -38092056.000000 Penalty: 6267.236328
	Iteration 495Q: 3 clusters Score -3.809206e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 305557 members 
Entering Unmasked Estep 
Score: -38092072.000000 Penalty: 6267.236328
	Iteration 496Q: 3 clusters Score -3.809207e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 305654 members 
Entering Unmasked Estep 
Score: -38092056.000000 Penalty: 6267.236328
	Iteration 497Q: 3 clusters Score -3.809206e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 305736 members 
Entering Unmasked Estep 
Score: -38091988.000000 Penalty: 6267.236328
	Iteration 498Q: 3 clusters Score -3.809199e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 305809 members 
Entering Unmasked Estep 
Score: -38091972.000000 Penalty: 6267.236328
	Iteration 499Q: 3 clusters Score -3.809197e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 305881 members 
Entering Unmasked Estep 
Score: -38092004.000000 Penalty: 6267.236328
	Iteration 500F: 3 clusters Score -3.8092e+07 nChanged 68
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 9 (59945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59945 members 
Entering Unmasked Estep 
Score: -7533142.500000 Penalty: 2728.293213
	Iteration 0F: 2 clusters Score -7533142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -7492980.000000 Penalty: 5456.586426
	Iteration 0F: 3 clusters Score -7492980 nChanged 27764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -7508382.500000 Penalty: 5456.586426
	Iteration 1F: 3 clusters Score -7508382 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -7508992.500000 Penalty: 5456.586426
	Iteration 2Q: 3 clusters Score -7508992 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -7509629.000000 Penalty: 5456.586426
	Iteration 3Q: 3 clusters Score -7509629 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -7510542.000000 Penalty: 5456.586426
	Iteration 4Q: 3 clusters Score -7510542 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -7511832.000000 Penalty: 5456.586426
	Iteration 5Q: 3 clusters Score -7511832 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -7513841.000000 Penalty: 5456.586426
	Iteration 6F: 3 clusters Score -7513841 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -7516719.000000 Penalty: 5456.586426
	Iteration 7F: 3 clusters Score -7516719 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -7520482.500000 Penalty: 5456.586426
	Iteration 8F: 3 clusters Score -7520482 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -7524327.500000 Penalty: 5456.586426
	Iteration 9F: 3 clusters Score -7524328 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
Score: -7527363.000000 Penalty: 5456.586426
	Iteration 10F: 3 clusters Score -7527363 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -7528946.500000 Penalty: 5456.586426
	Iteration 11Q: 3 clusters Score -7528946 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -7529765.000000 Penalty: 5456.586426
	Iteration 12Q: 3 clusters Score -7529765 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -7530154.000000 Penalty: 5456.586426
	Iteration 13Q: 3 clusters Score -7530154 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 54315 members 
Entering Unmasked Estep 
Score: -7530437.000000 Penalty: 5456.586426
	Iteration 14Q: 3 clusters Score -7530437 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 54792 members 
Entering Unmasked Estep 
Score: -7530629.500000 Penalty: 5456.586426
	Iteration 15Q: 3 clusters Score -7530630 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 55183 members 
Entering Unmasked Estep 
Score: -7530718.500000 Penalty: 5456.586426
	Iteration 16Q: 3 clusters Score -7530718 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -7530884.000000 Penalty: 5456.586426
	Iteration 17Q: 3 clusters Score -7530884 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
Score: -7530975.500000 Penalty: 5456.586426
	Iteration 18Q: 3 clusters Score -7530976 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 56088 members 
Entering Unmasked Estep 
Score: -7531080.500000 Penalty: 5456.586426
	Iteration 19Q: 3 clusters Score -7531080 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -7531181.000000 Penalty: 5456.586426
	Iteration 20F: 3 clusters Score -7531181 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 56512 members 
Entering Unmasked Estep 
Score: -7531206.500000 Penalty: 5456.586426
	Iteration 21Q: 3 clusters Score -7531206 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -7531259.500000 Penalty: 5456.586426
	Iteration 22Q: 3 clusters Score -7531260 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
Score: -7531320.500000 Penalty: 5456.586426
	Iteration 23Q: 3 clusters Score -7531320 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 56924 members 
Entering Unmasked Estep 
Score: -7531370.000000 Penalty: 5456.586426
	Iteration 24Q: 3 clusters Score -7531370 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -7531416.000000 Penalty: 5456.586426
	Iteration 25Q: 3 clusters Score -7531416 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -7531436.500000 Penalty: 5456.586426
	Iteration 26Q: 3 clusters Score -7531436 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -7531454.500000 Penalty: 5456.586426
	Iteration 27Q: 3 clusters Score -7531454 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -7531467.000000 Penalty: 5456.586426
	Iteration 28Q: 3 clusters Score -7531467 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -7531491.000000 Penalty: 5456.586426
	Iteration 29Q: 3 clusters Score -7531491 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -7531497.000000 Penalty: 5456.586426
	Iteration 30Q: 3 clusters Score -7531497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 57400 members 
Entering Unmasked Estep 
Score: -7531506.000000 Penalty: 5456.586426
	Iteration 31Q: 3 clusters Score -7531506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 57431 members 
Entering Unmasked Estep 
Score: -7531509.500000 Penalty: 5456.586426
	Iteration 32Q: 3 clusters Score -7531510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -7531504.500000 Penalty: 5456.586426
	Iteration 33Q: 3 clusters Score -7531504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 57496 members 
Entering Unmasked Estep 
Score: -7531506.000000 Penalty: 5456.586426
	Iteration 34Q: 3 clusters Score -7531506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
Score: -7531507.500000 Penalty: 5456.586426
	Iteration 35Q: 3 clusters Score -7531508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 57536 members 
Entering Unmasked Estep 
Score: -7531512.000000 Penalty: 5456.586426
	Iteration 36Q: 3 clusters Score -7531512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
Score: -7531516.000000 Penalty: 5456.586426
	Iteration 37Q: 3 clusters Score -7531516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -7531518.000000 Penalty: 5456.586426
	Iteration 38Q: 3 clusters Score -7531518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -7531534.500000 Penalty: 5456.586426
	Iteration 39Q: 3 clusters Score -7531534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 57599 members 
Entering Unmasked Estep 
Score: -7531517.000000 Penalty: 5456.586426
	Iteration 40F: 3 clusters Score -7531517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 57609 members 
Entering Unmasked Estep 
Score: -7531524.500000 Penalty: 5456.586426
	Iteration 41Q: 3 clusters Score -7531524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 57615 members 
Entering Unmasked Estep 
Score: -7531518.000000 Penalty: 5456.586426
	Iteration 42Q: 3 clusters Score -7531518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 57626 members 
Entering Unmasked Estep 
Score: -7531528.500000 Penalty: 5456.586426
	Iteration 43Q: 3 clusters Score -7531528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 57636 members 
Entering Unmasked Estep 
Score: -7531537.000000 Penalty: 5456.586426
	Iteration 44Q: 3 clusters Score -7531537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 57642 members 
Entering Unmasked Estep 
Score: -7531532.500000 Penalty: 5456.586426
	Iteration 45Q: 3 clusters Score -7531532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 57651 members 
Entering Unmasked Estep 
Score: -7531535.000000 Penalty: 5456.586426
	Iteration 46Q: 3 clusters Score -7531535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -7531538.500000 Penalty: 5456.586426
	Iteration 47Q: 3 clusters Score -7531538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
Score: -7531533.000000 Penalty: 5456.586426
	Iteration 48Q: 3 clusters Score -7531533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 57680 members 
Entering Unmasked Estep 
Score: -7531545.000000 Penalty: 5456.586426
	Iteration 49Q: 3 clusters Score -7531545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 57684 members 
Entering Unmasked Estep 
Score: -7531538.500000 Penalty: 5456.586426
	Iteration 50Q: 3 clusters Score -7531538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 57689 members 
Entering Unmasked Estep 
Score: -7531545.000000 Penalty: 5456.586426
	Iteration 51Q: 3 clusters Score -7531545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -7531552.500000 Penalty: 5456.586426
	Iteration 52Q: 3 clusters Score -7531552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 57704 members 
Entering Unmasked Estep 
Score: -7531550.500000 Penalty: 5456.586426
	Iteration 53Q: 3 clusters Score -7531550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 57710 members 
Entering Unmasked Estep 
Score: -7531559.500000 Penalty: 5456.586426
	Iteration 54Q: 3 clusters Score -7531560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 57710 members 
Entering Unmasked Estep 
Score: -7531559.500000 Penalty: 5456.586426
	Iteration 55F: 3 clusters Score -7531560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Entering Unmasked Estep 
Score: -2860939.500000 Penalty: 2520.405273
	Iteration 0F: 2 clusters Score -2860940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2843015.000000 Penalty: 5040.810547
	Iteration 0F: 3 clusters Score -2843015 nChanged 11626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2850059.750000 Penalty: 5040.810547
	Iteration 1F: 3 clusters Score -2850060 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2851495.250000 Penalty: 5040.810547
	Iteration 2F: 3 clusters Score -2851495 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2853344.000000 Penalty: 5040.810547
	Iteration 3F: 3 clusters Score -2853344 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2855245.250000 Penalty: 5040.810547
	Iteration 4F: 3 clusters Score -2855245 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2856757.000000 Penalty: 5040.810547
	Iteration 5F: 3 clusters Score -2856757 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2857780.500000 Penalty: 5040.810547
	Iteration 6F: 3 clusters Score -2857780 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2858366.750000 Penalty: 5040.810547
	Iteration 7Q: 3 clusters Score -2858367 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2858679.750000 Penalty: 5040.810547
	Iteration 8Q: 3 clusters Score -2858680 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2858869.000000 Penalty: 5040.810547
	Iteration 9Q: 3 clusters Score -2858869 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2858995.000000 Penalty: 5040.810547
	Iteration 10Q: 3 clusters Score -2858995 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2859073.250000 Penalty: 5040.810547
	Iteration 11Q: 3 clusters Score -2859073 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2859114.000000 Penalty: 5040.810547
	Iteration 12Q: 3 clusters Score -2859114 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2859145.250000 Penalty: 5040.810547
	Iteration 13Q: 3 clusters Score -2859145 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2859177.000000 Penalty: 5040.810547
	Iteration 14Q: 3 clusters Score -2859177 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2859195.250000 Penalty: 5040.810547
	Iteration 15Q: 3 clusters Score -2859195 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2859200.250000 Penalty: 5040.810547
	Iteration 16Q: 3 clusters Score -2859200 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2859200.750000 Penalty: 5040.810547
	Iteration 17Q: 3 clusters Score -2859201 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2859211.750000 Penalty: 5040.810547
	Iteration 18Q: 3 clusters Score -2859212 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2859221.750000 Penalty: 5040.810547
	Iteration 19Q: 3 clusters Score -2859222 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2859228.250000 Penalty: 5040.810547
	Iteration 20F: 3 clusters Score -2859228 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2859247.250000 Penalty: 5040.810547
	Iteration 21Q: 3 clusters Score -2859247 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2859259.750000 Penalty: 5040.810547
	Iteration 22Q: 3 clusters Score -2859260 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2859264.000000 Penalty: 5040.810547
	Iteration 23Q: 3 clusters Score -2859264 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2859289.500000 Penalty: 5040.810547
	Iteration 24Q: 3 clusters Score -2859290 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2859298.500000 Penalty: 5040.810547
	Iteration 25Q: 3 clusters Score -2859298 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2859304.750000 Penalty: 5040.810547
	Iteration 26Q: 3 clusters Score -2859305 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2859327.750000 Penalty: 5040.810547
	Iteration 27Q: 3 clusters Score -2859328 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2859330.750000 Penalty: 5040.810547
	Iteration 28Q: 3 clusters Score -2859331 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2859343.000000 Penalty: 5040.810547
	Iteration 29Q: 3 clusters Score -2859343 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2859356.000000 Penalty: 5040.810547
	Iteration 30Q: 3 clusters Score -2859356 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2859381.250000 Penalty: 5040.810547
	Iteration 31Q: 3 clusters Score -2859381 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2859387.500000 Penalty: 5040.810547
	Iteration 32Q: 3 clusters Score -2859388 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2859394.750000 Penalty: 5040.810547
	Iteration 33Q: 3 clusters Score -2859395 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2859402.750000 Penalty: 5040.810547
	Iteration 34Q: 3 clusters Score -2859403 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2859433.250000 Penalty: 5040.810547
	Iteration 35Q: 3 clusters Score -2859433 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2859451.000000 Penalty: 5040.810547
	Iteration 36Q: 3 clusters Score -2859451 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2859467.750000 Penalty: 5040.810547
	Iteration 37Q: 3 clusters Score -2859468 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2859497.250000 Penalty: 5040.810547
	Iteration 38Q: 3 clusters Score -2859497 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2859519.000000 Penalty: 5040.810547
	Iteration 39Q: 3 clusters Score -2859519 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2859549.000000 Penalty: 5040.810547
	Iteration 40F: 3 clusters Score -2859549 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2859580.250000 Penalty: 5040.810547
	Iteration 41Q: 3 clusters Score -2859580 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2859606.000000 Penalty: 5040.810547
	Iteration 42Q: 3 clusters Score -2859606 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2859627.500000 Penalty: 5040.810547
	Iteration 43Q: 3 clusters Score -2859628 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2859640.250000 Penalty: 5040.810547
	Iteration 44Q: 3 clusters Score -2859640 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2859666.500000 Penalty: 5040.810547
	Iteration 45Q: 3 clusters Score -2859666 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2859711.750000 Penalty: 5040.810547
	Iteration 46Q: 3 clusters Score -2859712 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2859744.750000 Penalty: 5040.810547
	Iteration 47Q: 3 clusters Score -2859745 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2859767.250000 Penalty: 5040.810547
	Iteration 48Q: 3 clusters Score -2859767 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -2859797.250000 Penalty: 5040.810547
	Iteration 49Q: 3 clusters Score -2859797 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2859812.000000 Penalty: 5040.810547
	Iteration 50Q: 3 clusters Score -2859812 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2859841.500000 Penalty: 5040.810547
	Iteration 51Q: 3 clusters Score -2859842 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2859866.750000 Penalty: 5040.810547
	Iteration 52Q: 3 clusters Score -2859867 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2859879.500000 Penalty: 5040.810547
	Iteration 53Q: 3 clusters Score -2859880 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2859898.000000 Penalty: 5040.810547
	Iteration 54Q: 3 clusters Score -2859898 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2859925.750000 Penalty: 5040.810547
	Iteration 55Q: 3 clusters Score -2859926 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2859941.250000 Penalty: 5040.810547
	Iteration 56Q: 3 clusters Score -2859941 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -2859962.750000 Penalty: 5040.810547
	Iteration 57Q: 3 clusters Score -2859963 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2859988.000000 Penalty: 5040.810547
	Iteration 58Q: 3 clusters Score -2859988 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2860004.500000 Penalty: 5040.810547
	Iteration 59Q: 3 clusters Score -2860004 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -2860022.500000 Penalty: 5040.810547
	Iteration 60F: 3 clusters Score -2860022 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2860056.000000 Penalty: 5040.810547
	Iteration 61Q: 3 clusters Score -2860056 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -2860058.250000 Penalty: 5040.810547
	Iteration 62Q: 3 clusters Score -2860058 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2860089.000000 Penalty: 5040.810547
	Iteration 63Q: 3 clusters Score -2860089 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -2860115.750000 Penalty: 5040.810547
	Iteration 64Q: 3 clusters Score -2860116 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2860144.000000 Penalty: 5040.810547
	Iteration 65Q: 3 clusters Score -2860144 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2860156.000000 Penalty: 5040.810547
	Iteration 66Q: 3 clusters Score -2860156 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -2860180.500000 Penalty: 5040.810547
	Iteration 67Q: 3 clusters Score -2860180 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -2860216.250000 Penalty: 5040.810547
	Iteration 68Q: 3 clusters Score -2860216 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -2860242.500000 Penalty: 5040.810547
	Iteration 69Q: 3 clusters Score -2860242 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -2860256.000000 Penalty: 5040.810547
	Iteration 70Q: 3 clusters Score -2860256 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -2860271.000000 Penalty: 5040.810547
	Iteration 71Q: 3 clusters Score -2860271 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -2860292.000000 Penalty: 5040.810547
	Iteration 72Q: 3 clusters Score -2860292 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -2860290.500000 Penalty: 5040.810547
	Iteration 73Q: 3 clusters Score -2860290 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -2860299.500000 Penalty: 5040.810547
	Iteration 74Q: 3 clusters Score -2860300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2860306.250000 Penalty: 5040.810547
	Iteration 75Q: 3 clusters Score -2860306 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -2860319.500000 Penalty: 5040.810547
	Iteration 76Q: 3 clusters Score -2860320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -2860334.250000 Penalty: 5040.810547
	Iteration 77Q: 3 clusters Score -2860334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -2860347.250000 Penalty: 5040.810547
	Iteration 78Q: 3 clusters Score -2860347 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -2860353.000000 Penalty: 5040.810547
	Iteration 79Q: 3 clusters Score -2860353 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2860361.000000 Penalty: 5040.810547
	Iteration 80F: 3 clusters Score -2860361 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -2860363.500000 Penalty: 5040.810547
	Iteration 81Q: 3 clusters Score -2860364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -2860372.500000 Penalty: 5040.810547
	Iteration 82Q: 3 clusters Score -2860372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -2860374.500000 Penalty: 5040.810547
	Iteration 83Q: 3 clusters Score -2860374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -2860374.750000 Penalty: 5040.810547
	Iteration 84Q: 3 clusters Score -2860375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -2860374.250000 Penalty: 5040.810547
	Iteration 85Q: 3 clusters Score -2860374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -2860381.500000 Penalty: 5040.810547
	Iteration 86Q: 3 clusters Score -2860382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2860385.000000 Penalty: 5040.810547
	Iteration 87Q: 3 clusters Score -2860385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -2860394.500000 Penalty: 5040.810547
	Iteration 88Q: 3 clusters Score -2860394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -2860395.500000 Penalty: 5040.810547
	Iteration 89Q: 3 clusters Score -2860396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -2860396.000000 Penalty: 5040.810547
	Iteration 90Q: 3 clusters Score -2860396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -2860401.750000 Penalty: 5040.810547
	Iteration 91Q: 3 clusters Score -2860402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -2860401.250000 Penalty: 5040.810547
	Iteration 92Q: 3 clusters Score -2860401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -2860402.000000 Penalty: 5040.810547
	Iteration 93Q: 3 clusters Score -2860402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -2860405.000000 Penalty: 5040.810547
	Iteration 94Q: 3 clusters Score -2860405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -2860402.750000 Penalty: 5040.810547
	Iteration 95Q: 3 clusters Score -2860403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -2860404.250000 Penalty: 5040.810547
	Iteration 96Q: 3 clusters Score -2860404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -2860417.000000 Penalty: 5040.810547
	Iteration 97Q: 3 clusters Score -2860417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -2860418.250000 Penalty: 5040.810547
	Iteration 98Q: 3 clusters Score -2860418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -2860417.000000 Penalty: 5040.810547
	Iteration 99Q: 3 clusters Score -2860417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -2860422.000000 Penalty: 5040.810547
	Iteration 100F: 3 clusters Score -2860422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2860418.250000 Penalty: 5040.810547
	Iteration 101Q: 3 clusters Score -2860418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -2860420.500000 Penalty: 5040.810547
	Iteration 102Q: 3 clusters Score -2860420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -2860422.250000 Penalty: 5040.810547
	Iteration 103Q: 3 clusters Score -2860422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -2860424.500000 Penalty: 5040.810547
	Iteration 104Q: 3 clusters Score -2860424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -2860426.750000 Penalty: 5040.810547
	Iteration 105Q: 3 clusters Score -2860427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -2860425.250000 Penalty: 5040.810547
	Iteration 106Q: 3 clusters Score -2860425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -2860426.000000 Penalty: 5040.810547
	Iteration 107Q: 3 clusters Score -2860426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2860425.250000 Penalty: 5040.810547
	Iteration 108Q: 3 clusters Score -2860425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2860425.250000 Penalty: 5040.810547
	Iteration 109F: 3 clusters Score -2860425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Entering Unmasked Estep 
Score: -482086.906250 Penalty: 2064.856201
	Iteration 0F: 2 clusters Score -482086.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -478091.718750 Penalty: 4129.712402
	Iteration 0F: 3 clusters Score -478091.7 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -478945.812500 Penalty: 4129.712402
	Iteration 1F: 3 clusters Score -478945.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -479157.593750 Penalty: 4129.712402
	Iteration 2F: 3 clusters Score -479157.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -479338.812500 Penalty: 4129.712402
	Iteration 3F: 3 clusters Score -479338.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -479533.843750 Penalty: 4129.712402
	Iteration 4F: 3 clusters Score -479533.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -479688.437500 Penalty: 4129.712402
	Iteration 5Q: 3 clusters Score -479688.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -479844.687500 Penalty: 4129.712402
	Iteration 6Q: 3 clusters Score -479844.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -479992.468750 Penalty: 4129.712402
	Iteration 7Q: 3 clusters Score -479992.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -480138.593750 Penalty: 4129.712402
	Iteration 8Q: 3 clusters Score -480138.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -480262.500000 Penalty: 4129.712402
	Iteration 9Q: 3 clusters Score -480262.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -480360.812500 Penalty: 4129.712402
	Iteration 10Q: 3 clusters Score -480360.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -480438.718750 Penalty: 4129.712402
	Iteration 11Q: 3 clusters Score -480438.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -480505.750000 Penalty: 4129.712402
	Iteration 12Q: 3 clusters Score -480505.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -480555.875000 Penalty: 4129.712402
	Iteration 13Q: 3 clusters Score -480555.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -480599.875000 Penalty: 4129.712402
	Iteration 14Q: 3 clusters Score -480599.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -480636.875000 Penalty: 4129.712402
	Iteration 15Q: 3 clusters Score -480636.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -480672.343750 Penalty: 4129.712402
	Iteration 16Q: 3 clusters Score -480672.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -480701.625000 Penalty: 4129.712402
	Iteration 17Q: 3 clusters Score -480701.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -480732.843750 Penalty: 4129.712402
	Iteration 18Q: 3 clusters Score -480732.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -480765.750000 Penalty: 4129.712402
	Iteration 19Q: 3 clusters Score -480765.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -480792.500000 Penalty: 4129.712402
	Iteration 20F: 3 clusters Score -480792.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -480819.875000 Penalty: 4129.712402
	Iteration 21Q: 3 clusters Score -480819.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -480839.656250 Penalty: 4129.712402
	Iteration 22Q: 3 clusters Score -480839.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -480854.718750 Penalty: 4129.712402
	Iteration 23Q: 3 clusters Score -480854.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -480868.218750 Penalty: 4129.712402
	Iteration 24Q: 3 clusters Score -480868.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -480880.906250 Penalty: 4129.712402
	Iteration 25Q: 3 clusters Score -480880.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -480892.031250 Penalty: 4129.712402
	Iteration 26Q: 3 clusters Score -480892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -480898.156250 Penalty: 4129.712402
	Iteration 27Q: 3 clusters Score -480898.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -480910.718750 Penalty: 4129.712402
	Iteration 28Q: 3 clusters Score -480910.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -480920.218750 Penalty: 4129.712402
	Iteration 29Q: 3 clusters Score -480920.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -480927.218750 Penalty: 4129.712402
	Iteration 30Q: 3 clusters Score -480927.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -480931.187500 Penalty: 4129.712402
	Iteration 31Q: 3 clusters Score -480931.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -480938.718750 Penalty: 4129.712402
	Iteration 32Q: 3 clusters Score -480938.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -480945.843750 Penalty: 4129.712402
	Iteration 33Q: 3 clusters Score -480945.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -480953.468750 Penalty: 4129.712402
	Iteration 34Q: 3 clusters Score -480953.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -480959.625000 Penalty: 4129.712402
	Iteration 35Q: 3 clusters Score -480959.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -480964.468750 Penalty: 4129.712402
	Iteration 36Q: 3 clusters Score -480964.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -480966.625000 Penalty: 4129.712402
	Iteration 37Q: 3 clusters Score -480966.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -480968.375000 Penalty: 4129.712402
	Iteration 38Q: 3 clusters Score -480968.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -480968.375000 Penalty: 4129.712402
	Iteration 39F: 3 clusters Score -480968.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Entering Unmasked Estep 
Score: -3831952.250000 Penalty: 2568.105469
	Iteration 0F: 2 clusters Score -3831952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3810315.500000 Penalty: 5136.210938
	Iteration 0F: 3 clusters Score -3810316 nChanged 14338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -3818075.000000 Penalty: 5136.210938
	Iteration 1F: 3 clusters Score -3818075 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3818530.750000 Penalty: 5136.210938
	Iteration 2Q: 3 clusters Score -3818531 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -3818942.000000 Penalty: 5136.210938
	Iteration 3Q: 3 clusters Score -3818942 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -3819300.000000 Penalty: 5136.210938
	Iteration 4Q: 3 clusters Score -3819300 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -3819645.750000 Penalty: 5136.210938
	Iteration 5Q: 3 clusters Score -3819646 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -3819978.500000 Penalty: 5136.210938
	Iteration 6Q: 3 clusters Score -3819978 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -3820332.750000 Penalty: 5136.210938
	Iteration 7Q: 3 clusters Score -3820333 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -3820723.000000 Penalty: 5136.210938
	Iteration 8Q: 3 clusters Score -3820723 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3821142.750000 Penalty: 5136.210938
	Iteration 9Q: 3 clusters Score -3821143 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3821655.500000 Penalty: 5136.210938
	Iteration 10Q: 3 clusters Score -3821656 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3822263.750000 Penalty: 5136.210938
	Iteration 11Q: 3 clusters Score -3822264 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -3823014.250000 Penalty: 5136.210938
	Iteration 12Q: 3 clusters Score -3823014 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -3823828.500000 Penalty: 5136.210938
	Iteration 13Q: 3 clusters Score -3823828 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -3824583.250000 Penalty: 5136.210938
	Iteration 14Q: 3 clusters Score -3824583 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -3825075.250000 Penalty: 5136.210938
	Iteration 15Q: 3 clusters Score -3825075 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -3825364.250000 Penalty: 5136.210938
	Iteration 16Q: 3 clusters Score -3825364 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -3825577.500000 Penalty: 5136.210938
	Iteration 17Q: 3 clusters Score -3825578 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -3825779.250000 Penalty: 5136.210938
	Iteration 18Q: 3 clusters Score -3825779 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -3825973.000000 Penalty: 5136.210938
	Iteration 19Q: 3 clusters Score -3825973 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3826198.000000 Penalty: 5136.210938
	Iteration 20F: 3 clusters Score -3826198 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -3826489.000000 Penalty: 5136.210938
	Iteration 21Q: 3 clusters Score -3826489 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -3826799.000000 Penalty: 5136.210938
	Iteration 22Q: 3 clusters Score -3826799 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -3827163.500000 Penalty: 5136.210938
	Iteration 23Q: 3 clusters Score -3827164 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -3827497.250000 Penalty: 5136.210938
	Iteration 24Q: 3 clusters Score -3827497 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -3827817.250000 Penalty: 5136.210938
	Iteration 25Q: 3 clusters Score -3827817 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -3828156.250000 Penalty: 5136.210938
	Iteration 26Q: 3 clusters Score -3828156 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -3828506.000000 Penalty: 5136.210938
	Iteration 27Q: 3 clusters Score -3828506 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -3828771.250000 Penalty: 5136.210938
	Iteration 28Q: 3 clusters Score -3828771 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3828963.250000 Penalty: 5136.210938
	Iteration 29Q: 3 clusters Score -3828963 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3829091.750000 Penalty: 5136.210938
	Iteration 30Q: 3 clusters Score -3829092 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3829202.750000 Penalty: 5136.210938
	Iteration 31Q: 3 clusters Score -3829203 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3829298.500000 Penalty: 5136.210938
	Iteration 32Q: 3 clusters Score -3829298 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3829349.500000 Penalty: 5136.210938
	Iteration 33Q: 3 clusters Score -3829350 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3829407.250000 Penalty: 5136.210938
	Iteration 34Q: 3 clusters Score -3829407 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3829456.000000 Penalty: 5136.210938
	Iteration 35Q: 3 clusters Score -3829456 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3829496.750000 Penalty: 5136.210938
	Iteration 36Q: 3 clusters Score -3829497 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3829531.000000 Penalty: 5136.210938
	Iteration 37Q: 3 clusters Score -3829531 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3829566.750000 Penalty: 5136.210938
	Iteration 38Q: 3 clusters Score -3829567 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3829592.750000 Penalty: 5136.210938
	Iteration 39Q: 3 clusters Score -3829593 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3829626.750000 Penalty: 5136.210938
	Iteration 40F: 3 clusters Score -3829627 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3829654.500000 Penalty: 5136.210938
	Iteration 41Q: 3 clusters Score -3829654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3829665.000000 Penalty: 5136.210938
	Iteration 42Q: 3 clusters Score -3829665 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3829680.250000 Penalty: 5136.210938
	Iteration 43Q: 3 clusters Score -3829680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3829694.500000 Penalty: 5136.210938
	Iteration 44Q: 3 clusters Score -3829694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3829719.250000 Penalty: 5136.210938
	Iteration 45Q: 3 clusters Score -3829719 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3829734.250000 Penalty: 5136.210938
	Iteration 46Q: 3 clusters Score -3829734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3829739.000000 Penalty: 5136.210938
	Iteration 47Q: 3 clusters Score -3829739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3829745.250000 Penalty: 5136.210938
	Iteration 48Q: 3 clusters Score -3829745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3829751.500000 Penalty: 5136.210938
	Iteration 49Q: 3 clusters Score -3829752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3829748.000000 Penalty: 5136.210938
	Iteration 50Q: 3 clusters Score -3829748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3829749.250000 Penalty: 5136.210938
	Iteration 51Q: 3 clusters Score -3829749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3829752.250000 Penalty: 5136.210938
	Iteration 52Q: 3 clusters Score -3829752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3829751.750000 Penalty: 5136.210938
	Iteration 53Q: 3 clusters Score -3829752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3829750.000000 Penalty: 5136.210938
	Iteration 54Q: 3 clusters Score -3829750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3829751.750000 Penalty: 5136.210938
	Iteration 55Q: 3 clusters Score -3829752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3829749.500000 Penalty: 5136.210938
	Iteration 56Q: 3 clusters Score -3829750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3829756.500000 Penalty: 5136.210938
	Iteration 57Q: 3 clusters Score -3829756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3829761.250000 Penalty: 5136.210938
	Iteration 58Q: 3 clusters Score -3829761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3829756.500000 Penalty: 5136.210938
	Iteration 59Q: 3 clusters Score -3829756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3829766.250000 Penalty: 5136.210938
	Iteration 60F: 3 clusters Score -3829766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3829767.250000 Penalty: 5136.210938
	Iteration 61Q: 3 clusters Score -3829767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3829765.500000 Penalty: 5136.210938
	Iteration 62Q: 3 clusters Score -3829766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3829779.000000 Penalty: 5136.210938
	Iteration 63Q: 3 clusters Score -3829779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3829775.000000 Penalty: 5136.210938
	Iteration 64Q: 3 clusters Score -3829775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3829777.500000 Penalty: 5136.210938
	Iteration 65Q: 3 clusters Score -3829778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3829782.500000 Penalty: 5136.210938
	Iteration 66Q: 3 clusters Score -3829782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3829783.750000 Penalty: 5136.210938
	Iteration 67Q: 3 clusters Score -3829784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3829792.000000 Penalty: 5136.210938
	Iteration 68Q: 3 clusters Score -3829792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3829796.000000 Penalty: 5136.210938
	Iteration 69Q: 3 clusters Score -3829796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3829794.250000 Penalty: 5136.210938
	Iteration 70Q: 3 clusters Score -3829794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3829796.500000 Penalty: 5136.210938
	Iteration 71Q: 3 clusters Score -3829796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3829799.000000 Penalty: 5136.210938
	Iteration 72Q: 3 clusters Score -3829799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3829799.000000 Penalty: 5136.210938
	Iteration 73F: 3 clusters Score -3829799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Entering Unmasked Estep 
Score: -1676453.875000 Penalty: 2367.910400
	Iteration 0F: 2 clusters Score -1676454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1666267.375000 Penalty: 4735.820801
	Iteration 0F: 3 clusters Score -1666267 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1669602.500000 Penalty: 4735.820801
	Iteration 1F: 3 clusters Score -1669602 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1670069.375000 Penalty: 4735.820801
	Iteration 2F: 3 clusters Score -1670069 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1670498.750000 Penalty: 4735.820801
	Iteration 3F: 3 clusters Score -1670499 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1670934.875000 Penalty: 4735.820801
	Iteration 4F: 3 clusters Score -1670935 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1671389.500000 Penalty: 4735.820801
	Iteration 5F: 3 clusters Score -1671390 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1671816.625000 Penalty: 4735.820801
	Iteration 6Q: 3 clusters Score -1671817 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1672233.625000 Penalty: 4735.820801
	Iteration 7F: 3 clusters Score -1672234 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1672624.250000 Penalty: 4735.820801
	Iteration 8Q: 3 clusters Score -1672624 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1673004.500000 Penalty: 4735.820801
	Iteration 9Q: 3 clusters Score -1673004 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1673337.000000 Penalty: 4735.820801
	Iteration 10Q: 3 clusters Score -1673337 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1673590.375000 Penalty: 4735.820801
	Iteration 11Q: 3 clusters Score -1673590 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1673795.750000 Penalty: 4735.820801
	Iteration 12Q: 3 clusters Score -1673796 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1673939.500000 Penalty: 4735.820801
	Iteration 13Q: 3 clusters Score -1673940 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1674053.250000 Penalty: 4735.820801
	Iteration 14Q: 3 clusters Score -1674053 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1674123.875000 Penalty: 4735.820801
	Iteration 15Q: 3 clusters Score -1674124 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1674178.375000 Penalty: 4735.820801
	Iteration 16Q: 3 clusters Score -1674178 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1674232.000000 Penalty: 4735.820801
	Iteration 17Q: 3 clusters Score -1674232 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1674276.875000 Penalty: 4735.820801
	Iteration 18Q: 3 clusters Score -1674277 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1674325.000000 Penalty: 4735.820801
	Iteration 19Q: 3 clusters Score -1674325 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1674372.125000 Penalty: 4735.820801
	Iteration 20F: 3 clusters Score -1674372 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1674410.625000 Penalty: 4735.820801
	Iteration 21Q: 3 clusters Score -1674411 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1674438.250000 Penalty: 4735.820801
	Iteration 22Q: 3 clusters Score -1674438 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1674469.875000 Penalty: 4735.820801
	Iteration 23Q: 3 clusters Score -1674470 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1674500.750000 Penalty: 4735.820801
	Iteration 24Q: 3 clusters Score -1674501 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1674525.375000 Penalty: 4735.820801
	Iteration 25Q: 3 clusters Score -1674525 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1674549.500000 Penalty: 4735.820801
	Iteration 26Q: 3 clusters Score -1674550 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1674570.750000 Penalty: 4735.820801
	Iteration 27Q: 3 clusters Score -1674571 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1674583.750000 Penalty: 4735.820801
	Iteration 28Q: 3 clusters Score -1674584 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1674599.750000 Penalty: 4735.820801
	Iteration 29Q: 3 clusters Score -1674600 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1674608.000000 Penalty: 4735.820801
	Iteration 30Q: 3 clusters Score -1674608 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1674631.375000 Penalty: 4735.820801
	Iteration 31Q: 3 clusters Score -1674631 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1674641.500000 Penalty: 4735.820801
	Iteration 32Q: 3 clusters Score -1674642 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1674654.125000 Penalty: 4735.820801
	Iteration 33Q: 3 clusters Score -1674654 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1674663.125000 Penalty: 4735.820801
	Iteration 34Q: 3 clusters Score -1674663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1674668.500000 Penalty: 4735.820801
	Iteration 35Q: 3 clusters Score -1674668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1674672.500000 Penalty: 4735.820801
	Iteration 36Q: 3 clusters Score -1674672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1674674.000000 Penalty: 4735.820801
	Iteration 37Q: 3 clusters Score -1674674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1674680.375000 Penalty: 4735.820801
	Iteration 38Q: 3 clusters Score -1674680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1674688.500000 Penalty: 4735.820801
	Iteration 39Q: 3 clusters Score -1674688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1674690.500000 Penalty: 4735.820801
	Iteration 40F: 3 clusters Score -1674690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1674697.125000 Penalty: 4735.820801
	Iteration 41Q: 3 clusters Score -1674697 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1674707.250000 Penalty: 4735.820801
	Iteration 42Q: 3 clusters Score -1674707 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1674714.250000 Penalty: 4735.820801
	Iteration 43Q: 3 clusters Score -1674714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1674717.875000 Penalty: 4735.820801
	Iteration 44Q: 3 clusters Score -1674718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1674728.250000 Penalty: 4735.820801
	Iteration 45Q: 3 clusters Score -1674728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1674735.125000 Penalty: 4735.820801
	Iteration 46Q: 3 clusters Score -1674735 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1674747.500000 Penalty: 4735.820801
	Iteration 47Q: 3 clusters Score -1674748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1674749.125000 Penalty: 4735.820801
	Iteration 48Q: 3 clusters Score -1674749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1674755.750000 Penalty: 4735.820801
	Iteration 49Q: 3 clusters Score -1674756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1674763.250000 Penalty: 4735.820801
	Iteration 50Q: 3 clusters Score -1674763 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1674779.250000 Penalty: 4735.820801
	Iteration 51Q: 3 clusters Score -1674779 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1674790.125000 Penalty: 4735.820801
	Iteration 52Q: 3 clusters Score -1674790 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1674798.500000 Penalty: 4735.820801
	Iteration 53Q: 3 clusters Score -1674798 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1674811.375000 Penalty: 4735.820801
	Iteration 54Q: 3 clusters Score -1674811 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1674819.125000 Penalty: 4735.820801
	Iteration 55Q: 3 clusters Score -1674819 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1674826.375000 Penalty: 4735.820801
	Iteration 56Q: 3 clusters Score -1674826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1674830.500000 Penalty: 4735.820801
	Iteration 57Q: 3 clusters Score -1674830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1674840.125000 Penalty: 4735.820801
	Iteration 58Q: 3 clusters Score -1674840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1674846.250000 Penalty: 4735.820801
	Iteration 59Q: 3 clusters Score -1674846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1674857.375000 Penalty: 4735.820801
	Iteration 60F: 3 clusters Score -1674857 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1674860.125000 Penalty: 4735.820801
	Iteration 61Q: 3 clusters Score -1674860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1674869.875000 Penalty: 4735.820801
	Iteration 62Q: 3 clusters Score -1674870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1674871.875000 Penalty: 4735.820801
	Iteration 63Q: 3 clusters Score -1674872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1674879.375000 Penalty: 4735.820801
	Iteration 64Q: 3 clusters Score -1674879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1674884.000000 Penalty: 4735.820801
	Iteration 65Q: 3 clusters Score -1674884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1674888.250000 Penalty: 4735.820801
	Iteration 66Q: 3 clusters Score -1674888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1674893.250000 Penalty: 4735.820801
	Iteration 67Q: 3 clusters Score -1674893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1674897.250000 Penalty: 4735.820801
	Iteration 68Q: 3 clusters Score -1674897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1674894.125000 Penalty: 4735.820801
	Iteration 69Q: 3 clusters Score -1674894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1674901.375000 Penalty: 4735.820801
	Iteration 70Q: 3 clusters Score -1674901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1674902.875000 Penalty: 4735.820801
	Iteration 71Q: 3 clusters Score -1674903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1674902.750000 Penalty: 4735.820801
	Iteration 72Q: 3 clusters Score -1674903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1674903.250000 Penalty: 4735.820801
	Iteration 73Q: 3 clusters Score -1674903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1674907.375000 Penalty: 4735.820801
	Iteration 74Q: 3 clusters Score -1674907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1674904.875000 Penalty: 4735.820801
	Iteration 75Q: 3 clusters Score -1674905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1674903.250000 Penalty: 4735.820801
	Iteration 76Q: 3 clusters Score -1674903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1674905.125000 Penalty: 4735.820801
	Iteration 77Q: 3 clusters Score -1674905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1674903.625000 Penalty: 4735.820801
	Iteration 78Q: 3 clusters Score -1674904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1674903.625000 Penalty: 4735.820801
	Iteration 79Q: 3 clusters Score -1674904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1674903.625000 Penalty: 4735.820801
	Iteration 80F: 3 clusters Score -1674904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Entering Unmasked Estep 
Score: -461111.468750 Penalty: 2096.971436
	Iteration 0F: 2 clusters Score -461111.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -456920.218750 Penalty: 4193.942871
	Iteration 0F: 3 clusters Score -456920.2 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -458445.406250 Penalty: 4193.942871
	Iteration 1F: 3 clusters Score -458445.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -459337.562500 Penalty: 4193.942871
	Iteration 2F: 3 clusters Score -459337.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -460153.218750 Penalty: 4193.942871
	Iteration 3F: 3 clusters Score -460153.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -460713.781250 Penalty: 4193.942871
	Iteration 4F: 3 clusters Score -460713.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -460967.875000 Penalty: 4193.942871
	Iteration 5F: 3 clusters Score -460967.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -461113.562500 Penalty: 4193.942871
	Iteration 6Q: 3 clusters Score -461113.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -461208.093750 Penalty: 4193.942871
	Iteration 7Q: 3 clusters Score -461208.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -461282.468750 Penalty: 4193.942871
	Iteration 8Q: 3 clusters Score -461282.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -461352.937500 Penalty: 4193.942871
	Iteration 9Q: 3 clusters Score -461352.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -461448.968750 Penalty: 4193.942871
	Iteration 10Q: 3 clusters Score -461449 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -461510.125000 Penalty: 4193.942871
	Iteration 11Q: 3 clusters Score -461510.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -461559.218750 Penalty: 4193.942871
	Iteration 12Q: 3 clusters Score -461559.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -461610.312500 Penalty: 4193.942871
	Iteration 13Q: 3 clusters Score -461610.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -461636.781250 Penalty: 4193.942871
	Iteration 14Q: 3 clusters Score -461636.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -461653.718750 Penalty: 4193.942871
	Iteration 15Q: 3 clusters Score -461653.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -461671.406250 Penalty: 4193.942871
	Iteration 16Q: 3 clusters Score -461671.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -461687.875000 Penalty: 4193.942871
	Iteration 17Q: 3 clusters Score -461687.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -461698.781250 Penalty: 4193.942871
	Iteration 18Q: 3 clusters Score -461698.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -461705.125000 Penalty: 4193.942871
	Iteration 19Q: 3 clusters Score -461705.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -461710.468750 Penalty: 4193.942871
	Iteration 20F: 3 clusters Score -461710.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -461713.937500 Penalty: 4193.942871
	Iteration 21Q: 3 clusters Score -461713.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -461714.093750 Penalty: 4193.942871
	Iteration 22Q: 3 clusters Score -461714.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -461716.468750 Penalty: 4193.942871
	Iteration 23Q: 3 clusters Score -461716.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -461718.406250 Penalty: 4193.942871
	Iteration 24Q: 3 clusters Score -461718.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -461719.218750 Penalty: 4193.942871
	Iteration 25Q: 3 clusters Score -461719.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -461721.187500 Penalty: 4193.942871
	Iteration 26Q: 3 clusters Score -461721.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -461722.656250 Penalty: 4193.942871
	Iteration 27Q: 3 clusters Score -461722.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -461724.312500 Penalty: 4193.942871
	Iteration 28Q: 3 clusters Score -461724.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -461725.875000 Penalty: 4193.942871
	Iteration 29Q: 3 clusters Score -461725.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -461727.000000 Penalty: 4193.942871
	Iteration 30Q: 3 clusters Score -461727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -461727.468750 Penalty: 4193.942871
	Iteration 31Q: 3 clusters Score -461727.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -461728.000000 Penalty: 4193.942871
	Iteration 32Q: 3 clusters Score -461728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -461728.000000 Penalty: 4193.942871
	Iteration 33F: 3 clusters Score -461728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 113599 members 
Mstep: Class 4 contains 18348 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 16636 members 
Mstep: Class 8 contains 307293 members 
Mstep: Class 9 contains 59945 members 
Mstep: Class 10 contains 25924 members 
Mstep: Class 11 contains 4130 members 
Mstep: Class 12 contains 31422 members 
Mstep: Class 13 contains 14017 members 
Mstep: Class 14 contains 2447 members 
Mstep: Class 15 contains 192569 members 
Mstep: Class 16 contains 76085 members 
Mstep: Class 17 contains 20225 members 
Mstep: Class 18 contains 1013 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 30490 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 21155 members 
Mstep: Class 23 contains 11650 members 
Mstep: Class 24 contains 20221 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 287179 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2254 members 
Entering Unmasked Estep 
Score: -154587072.000000 Penalty: 101103.531250
Splitting cluster 14 changes total score from -154587520.000000 to -154587072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (192569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192569 members 
Entering Unmasked Estep 
Score: -24134764.000000 Penalty: 3017.716064
	Iteration 0F: 2 clusters Score -2.413476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96732 members 
Mstep: Class 2 contains 95837 members 
Entering Unmasked Estep 
Score: -24009382.000000 Penalty: 6035.432129
	Iteration 0F: 3 clusters Score -2.400938e+07 nChanged 92579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104881 members 
Mstep: Class 2 contains 87688 members 
Entering Unmasked Estep 
Score: -24065134.000000 Penalty: 6035.432129
	Iteration 1F: 3 clusters Score -2.406513e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109896 members 
Mstep: Class 2 contains 82673 members 
Entering Unmasked Estep 
Score: -24067214.000000 Penalty: 6035.432129
	Iteration 2Q: 3 clusters Score -2.406721e+07 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117437 members 
Mstep: Class 2 contains 75132 members 
Entering Unmasked Estep 
Score: -24070988.000000 Penalty: 6035.432129
	Iteration 3Q: 3 clusters Score -2.407099e+07 nChanged 11582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128419 members 
Mstep: Class 2 contains 64150 members 
Entering Unmasked Estep 
Score: -24078036.000000 Penalty: 6035.432129
	Iteration 4F: 3 clusters Score -2.407804e+07 nChanged 14752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142899 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -24089122.000000 Penalty: 6035.432129
	Iteration 5F: 3 clusters Score -2.408912e+07 nChanged 16643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159464 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -24103932.000000 Penalty: 6035.432129
	Iteration 6F: 3 clusters Score -2.410393e+07 nChanged 15132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174578 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -24117470.000000 Penalty: 6035.432129
	Iteration 7F: 3 clusters Score -2.411747e+07 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184366 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -24125688.000000 Penalty: 6035.432129
	Iteration 8F: 3 clusters Score -2.412569e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189131 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -24129578.000000 Penalty: 6035.432129
	Iteration 9Q: 3 clusters Score -2.412958e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190969 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -24131098.000000 Penalty: 6035.432129
	Iteration 10Q: 3 clusters Score -2.41311e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191627 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -24131632.000000 Penalty: 6035.432129
	Iteration 11Q: 3 clusters Score -2.413163e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191868 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -24131926.000000 Penalty: 6035.432129
	Iteration 12Q: 3 clusters Score -2.413193e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191953 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -24132030.000000 Penalty: 6035.432129
	Iteration 13Q: 3 clusters Score -2.413203e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191998 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -24132098.000000 Penalty: 6035.432129
	Iteration 14Q: 3 clusters Score -2.41321e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192025 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -24132182.000000 Penalty: 6035.432129
	Iteration 15Q: 3 clusters Score -2.413218e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192048 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -24132214.000000 Penalty: 6035.432129
	Iteration 16Q: 3 clusters Score -2.413221e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192058 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -24132210.000000 Penalty: 6035.432129
	Iteration 17Q: 3 clusters Score -2.413221e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192067 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -24132244.000000 Penalty: 6035.432129
	Iteration 18Q: 3 clusters Score -2.413224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192073 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -24132256.000000 Penalty: 6035.432129
	Iteration 19Q: 3 clusters Score -2.413226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192076 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -24132280.000000 Penalty: 6035.432129
	Iteration 20F: 3 clusters Score -2.413228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192079 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -24132290.000000 Penalty: 6035.432129
	Iteration 21Q: 3 clusters Score -2.413229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192078 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -24132290.000000 Penalty: 6035.432129
	Iteration 22Q: 3 clusters Score -2.413229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192080 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -24132296.000000 Penalty: 6035.432129
	Iteration 23Q: 3 clusters Score -2.41323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192086 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -24132304.000000 Penalty: 6035.432129
	Iteration 24Q: 3 clusters Score -2.41323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192088 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -24132334.000000 Penalty: 6035.432129
	Iteration 25Q: 3 clusters Score -2.413233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192092 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -24132344.000000 Penalty: 6035.432129
	Iteration 26Q: 3 clusters Score -2.413234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192091 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -24132344.000000 Penalty: 6035.432129
	Iteration 27Q: 3 clusters Score -2.413234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192093 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -24132350.000000 Penalty: 6035.432129
	Iteration 28Q: 3 clusters Score -2.413235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192091 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -24132338.000000 Penalty: 6035.432129
	Iteration 29Q: 3 clusters Score -2.413234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192094 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -24132346.000000 Penalty: 6035.432129
	Iteration 30Q: 3 clusters Score -2.413235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192095 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -24132348.000000 Penalty: 6035.432129
	Iteration 31Q: 3 clusters Score -2.413235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192096 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -24132348.000000 Penalty: 6035.432129
	Iteration 32Q: 3 clusters Score -2.413235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192096 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -24132348.000000 Penalty: 6035.432129
	Iteration 33F: 3 clusters Score -2.413235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (76085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76085 members 
Entering Unmasked Estep 
Score: -9198690.000000 Penalty: 2787.422607
	Iteration 0F: 2 clusters Score -9198690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -9147817.000000 Penalty: 5574.845215
	Iteration 0F: 3 clusters Score -9147817 nChanged 35698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -9168014.000000 Penalty: 5574.845215
	Iteration 1F: 3 clusters Score -9168014 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -9168765.000000 Penalty: 5574.845215
	Iteration 2Q: 3 clusters Score -9168765 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -9169675.000000 Penalty: 5574.845215
	Iteration 3Q: 3 clusters Score -9169675 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -9170865.000000 Penalty: 5574.845215
	Iteration 4Q: 3 clusters Score -9170865 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -9172554.000000 Penalty: 5574.845215
	Iteration 5Q: 3 clusters Score -9172554 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -9175119.000000 Penalty: 5574.845215
	Iteration 6F: 3 clusters Score -9175119 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -9178645.000000 Penalty: 5574.845215
	Iteration 7F: 3 clusters Score -9178645 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -9183124.000000 Penalty: 5574.845215
	Iteration 8F: 3 clusters Score -9183124 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67206 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -9187972.000000 Penalty: 5574.845215
	Iteration 9F: 3 clusters Score -9187972 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71493 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -9192056.000000 Penalty: 5574.845215
	Iteration 10F: 3 clusters Score -9192056 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73979 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -9194476.000000 Penalty: 5574.845215
	Iteration 11Q: 3 clusters Score -9194476 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75068 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -9195452.000000 Penalty: 5574.845215
	Iteration 12Q: 3 clusters Score -9195452 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75465 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9195853.000000 Penalty: 5574.845215
	Iteration 13Q: 3 clusters Score -9195853 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75621 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9196047.000000 Penalty: 5574.845215
	Iteration 14Q: 3 clusters Score -9196047 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9196137.000000 Penalty: 5574.845215
	Iteration 15Q: 3 clusters Score -9196137 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75706 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9196191.000000 Penalty: 5574.845215
	Iteration 16Q: 3 clusters Score -9196191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75728 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9196226.000000 Penalty: 5574.845215
	Iteration 17Q: 3 clusters Score -9196226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75738 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9196254.000000 Penalty: 5574.845215
	Iteration 18Q: 3 clusters Score -9196254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75744 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9196256.000000 Penalty: 5574.845215
	Iteration 19Q: 3 clusters Score -9196256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75745 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9196265.000000 Penalty: 5574.845215
	Iteration 20F: 3 clusters Score -9196265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75748 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9196263.000000 Penalty: 5574.845215
	Iteration 21Q: 3 clusters Score -9196263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75751 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9196273.000000 Penalty: 5574.845215
	Iteration 22Q: 3 clusters Score -9196273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75754 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9196276.000000 Penalty: 5574.845215
	Iteration 23Q: 3 clusters Score -9196276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75756 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9196276.000000 Penalty: 5574.845215
	Iteration 24Q: 3 clusters Score -9196276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75756 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9196287.000000 Penalty: 5574.845215
	Iteration 25Q: 3 clusters Score -9196287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75756 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9196287.000000 Penalty: 5574.845215
	Iteration 26F: 3 clusters Score -9196287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Entering Unmasked Estep 
Score: -2559025.000000 Penalty: 2458.839355
	Iteration 0F: 2 clusters Score -2559025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2544667.250000 Penalty: 4917.678711
	Iteration 0F: 3 clusters Score -2544667 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2549722.000000 Penalty: 4917.678711
	Iteration 1F: 3 clusters Score -2549722 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2550227.500000 Penalty: 4917.678711
	Iteration 2F: 3 clusters Score -2550228 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2550722.750000 Penalty: 4917.678711
	Iteration 3F: 3 clusters Score -2550723 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2551261.000000 Penalty: 4917.678711
	Iteration 4F: 3 clusters Score -2551261 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2551811.500000 Penalty: 4917.678711
	Iteration 5F: 3 clusters Score -2551812 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2552488.750000 Penalty: 4917.678711
	Iteration 6F: 3 clusters Score -2552489 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2553202.000000 Penalty: 4917.678711
	Iteration 7F: 3 clusters Score -2553202 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2553943.000000 Penalty: 4917.678711
	Iteration 8F: 3 clusters Score -2553943 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2554676.500000 Penalty: 4917.678711
	Iteration 9F: 3 clusters Score -2554676 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2555401.000000 Penalty: 4917.678711
	Iteration 10Q: 3 clusters Score -2555401 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2555878.250000 Penalty: 4917.678711
	Iteration 11Q: 3 clusters Score -2555878 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2556138.250000 Penalty: 4917.678711
	Iteration 12Q: 3 clusters Score -2556138 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2556277.750000 Penalty: 4917.678711
	Iteration 13Q: 3 clusters Score -2556278 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2556394.000000 Penalty: 4917.678711
	Iteration 14Q: 3 clusters Score -2556394 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2556467.750000 Penalty: 4917.678711
	Iteration 15Q: 3 clusters Score -2556468 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2556552.250000 Penalty: 4917.678711
	Iteration 16Q: 3 clusters Score -2556552 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2556607.000000 Penalty: 4917.678711
	Iteration 17Q: 3 clusters Score -2556607 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2556674.250000 Penalty: 4917.678711
	Iteration 18Q: 3 clusters Score -2556674 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2556728.500000 Penalty: 4917.678711
	Iteration 19Q: 3 clusters Score -2556728 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2556771.750000 Penalty: 4917.678711
	Iteration 20F: 3 clusters Score -2556772 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2556804.750000 Penalty: 4917.678711
	Iteration 21Q: 3 clusters Score -2556805 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2556849.500000 Penalty: 4917.678711
	Iteration 22Q: 3 clusters Score -2556850 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2556883.500000 Penalty: 4917.678711
	Iteration 23Q: 3 clusters Score -2556884 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2556911.000000 Penalty: 4917.678711
	Iteration 24Q: 3 clusters Score -2556911 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2556942.000000 Penalty: 4917.678711
	Iteration 25Q: 3 clusters Score -2556942 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2556978.000000 Penalty: 4917.678711
	Iteration 26Q: 3 clusters Score -2556978 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2557026.250000 Penalty: 4917.678711
	Iteration 27Q: 3 clusters Score -2557026 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2557066.750000 Penalty: 4917.678711
	Iteration 28Q: 3 clusters Score -2557067 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2557095.750000 Penalty: 4917.678711
	Iteration 29Q: 3 clusters Score -2557096 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2557123.250000 Penalty: 4917.678711
	Iteration 30Q: 3 clusters Score -2557123 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2557139.250000 Penalty: 4917.678711
	Iteration 31Q: 3 clusters Score -2557139 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2557177.750000 Penalty: 4917.678711
	Iteration 32Q: 3 clusters Score -2557178 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2557208.500000 Penalty: 4917.678711
	Iteration 33Q: 3 clusters Score -2557208 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2557239.250000 Penalty: 4917.678711
	Iteration 34Q: 3 clusters Score -2557239 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2557251.750000 Penalty: 4917.678711
	Iteration 35Q: 3 clusters Score -2557252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2557258.500000 Penalty: 4917.678711
	Iteration 36Q: 3 clusters Score -2557258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2557261.000000 Penalty: 4917.678711
	Iteration 37Q: 3 clusters Score -2557261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2557269.750000 Penalty: 4917.678711
	Iteration 38Q: 3 clusters Score -2557270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2557283.500000 Penalty: 4917.678711
	Iteration 39Q: 3 clusters Score -2557284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2557283.750000 Penalty: 4917.678711
	Iteration 40F: 3 clusters Score -2557284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2557292.750000 Penalty: 4917.678711
	Iteration 41Q: 3 clusters Score -2557293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2557290.500000 Penalty: 4917.678711
	Iteration 42Q: 3 clusters Score -2557290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2557290.000000 Penalty: 4917.678711
	Iteration 43Q: 3 clusters Score -2557290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2557293.500000 Penalty: 4917.678711
	Iteration 44Q: 3 clusters Score -2557294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2557297.250000 Penalty: 4917.678711
	Iteration 45Q: 3 clusters Score -2557297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2557294.750000 Penalty: 4917.678711
	Iteration 46Q: 3 clusters Score -2557295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2557299.250000 Penalty: 4917.678711
	Iteration 47Q: 3 clusters Score -2557299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2557295.750000 Penalty: 4917.678711
	Iteration 48Q: 3 clusters Score -2557296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -2557298.500000 Penalty: 4917.678711
	Iteration 49Q: 3 clusters Score -2557298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -2557303.000000 Penalty: 4917.678711
	Iteration 50Q: 3 clusters Score -2557303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2557304.250000 Penalty: 4917.678711
	Iteration 51Q: 3 clusters Score -2557304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2557305.500000 Penalty: 4917.678711
	Iteration 52Q: 3 clusters Score -2557306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2557302.750000 Penalty: 4917.678711
	Iteration 53Q: 3 clusters Score -2557303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2557306.750000 Penalty: 4917.678711
	Iteration 54Q: 3 clusters Score -2557307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2557304.000000 Penalty: 4917.678711
	Iteration 55Q: 3 clusters Score -2557304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2557304.500000 Penalty: 4917.678711
	Iteration 56Q: 3 clusters Score -2557304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2557304.500000 Penalty: 4917.678711
	Iteration 57F: 3 clusters Score -2557304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -116741.460938 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -116741.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -114786.828125 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -114786.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -115055.367188 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -115055.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -115132.351562 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -115132.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -115164.296875 Penalty: 3432.653076
	Iteration 3Q: 3 clusters Score -115164.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -115182.226562 Penalty: 3432.653076
	Iteration 4Q: 3 clusters Score -115182.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -115188.781250 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -115188.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -115192.796875 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -115192.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -115194.656250 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -115194.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -115195.781250 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -115195.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -115197.671875 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -115197.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -115198.242188 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -115198.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -115200.078125 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -115200.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -115200.875000 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -115200.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -115200.875000 Penalty: 3432.653076
	Iteration 13F: 3 clusters Score -115200.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Entering Unmasked Estep 
Score: -83558.359375 Penalty: 1633.028198
	Iteration 0F: 2 clusters Score -83558.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -81811.328125 Penalty: 3266.056396
	Iteration 0F: 3 clusters Score -81811.33 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82123.195312 Penalty: 3266.056396
	Iteration 1F: 3 clusters Score -82123.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82276.906250 Penalty: 3266.056396
	Iteration 2F: 3 clusters Score -82276.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -82339.562500 Penalty: 3266.056396
	Iteration 3Q: 3 clusters Score -82339.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -82362.023438 Penalty: 3266.056396
	Iteration 4Q: 3 clusters Score -82362.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82369.992188 Penalty: 3266.056396
	Iteration 5Q: 3 clusters Score -82369.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82381.625000 Penalty: 3266.056396
	Iteration 6Q: 3 clusters Score -82381.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -82387.945312 Penalty: 3266.056396
	Iteration 7Q: 3 clusters Score -82387.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -82388.640625 Penalty: 3266.056396
	Iteration 8Q: 3 clusters Score -82388.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -82389.789062 Penalty: 3266.056396
	Iteration 9Q: 3 clusters Score -82389.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -82391.007812 Penalty: 3266.056396
	Iteration 10Q: 3 clusters Score -82391.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -82396.460938 Penalty: 3266.056396
	Iteration 11Q: 3 clusters Score -82396.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -82401.054688 Penalty: 3266.056396
	Iteration 12Q: 3 clusters Score -82401.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -82405.625000 Penalty: 3266.056396
	Iteration 13Q: 3 clusters Score -82405.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -82408.257812 Penalty: 3266.056396
	Iteration 14Q: 3 clusters Score -82408.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -82411.843750 Penalty: 3266.056396
	Iteration 15Q: 3 clusters Score -82411.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -82413.593750 Penalty: 3266.056396
	Iteration 16Q: 3 clusters Score -82413.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -82413.593750 Penalty: 3266.056396
	Iteration 17F: 3 clusters Score -82413.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Entering Unmasked Estep 
Score: -3674327.500000 Penalty: 2560.638184
	Iteration 0F: 2 clusters Score -3674328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -3653531.000000 Penalty: 5121.276367
	Iteration 0F: 3 clusters Score -3653531 nChanged 13736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -3661144.500000 Penalty: 5121.276367
	Iteration 1F: 3 clusters Score -3661144 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3662073.250000 Penalty: 5121.276367
	Iteration 2F: 3 clusters Score -3662073 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -3663218.250000 Penalty: 5121.276367
	Iteration 3F: 3 clusters Score -3663218 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -3664604.750000 Penalty: 5121.276367
	Iteration 4F: 3 clusters Score -3664605 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -3665989.500000 Penalty: 5121.276367
	Iteration 5F: 3 clusters Score -3665990 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -3667376.750000 Penalty: 5121.276367
	Iteration 6F: 3 clusters Score -3667377 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -3668625.500000 Penalty: 5121.276367
	Iteration 7F: 3 clusters Score -3668626 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -3669656.250000 Penalty: 5121.276367
	Iteration 8F: 3 clusters Score -3669656 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -3670480.000000 Penalty: 5121.276367
	Iteration 9Q: 3 clusters Score -3670480 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -3671114.500000 Penalty: 5121.276367
	Iteration 10Q: 3 clusters Score -3671114 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -3671608.750000 Penalty: 5121.276367
	Iteration 11Q: 3 clusters Score -3671609 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -3671966.500000 Penalty: 5121.276367
	Iteration 12Q: 3 clusters Score -3671966 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -3672241.500000 Penalty: 5121.276367
	Iteration 13Q: 3 clusters Score -3672242 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -3672496.750000 Penalty: 5121.276367
	Iteration 14Q: 3 clusters Score -3672497 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -3672683.000000 Penalty: 5121.276367
	Iteration 15Q: 3 clusters Score -3672683 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -3672921.000000 Penalty: 5121.276367
	Iteration 16Q: 3 clusters Score -3672921 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3673102.000000 Penalty: 5121.276367
	Iteration 17Q: 3 clusters Score -3673102 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -3673255.000000 Penalty: 5121.276367
	Iteration 18Q: 3 clusters Score -3673255 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3673395.000000 Penalty: 5121.276367
	Iteration 19Q: 3 clusters Score -3673395 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -3673490.250000 Penalty: 5121.276367
	Iteration 20F: 3 clusters Score -3673490 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -3673567.250000 Penalty: 5121.276367
	Iteration 21Q: 3 clusters Score -3673567 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3673598.500000 Penalty: 5121.276367
	Iteration 22Q: 3 clusters Score -3673598 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -3673635.500000 Penalty: 5121.276367
	Iteration 23Q: 3 clusters Score -3673636 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -3673656.000000 Penalty: 5121.276367
	Iteration 24Q: 3 clusters Score -3673656 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -3673668.500000 Penalty: 5121.276367
	Iteration 25Q: 3 clusters Score -3673668 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -3673673.000000 Penalty: 5121.276367
	Iteration 26Q: 3 clusters Score -3673673 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -3673693.250000 Penalty: 5121.276367
	Iteration 27Q: 3 clusters Score -3673693 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -3673700.250000 Penalty: 5121.276367
	Iteration 28Q: 3 clusters Score -3673700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -3673705.000000 Penalty: 5121.276367
	Iteration 29Q: 3 clusters Score -3673705 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -3673716.750000 Penalty: 5121.276367
	Iteration 30Q: 3 clusters Score -3673717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -3673721.500000 Penalty: 5121.276367
	Iteration 31Q: 3 clusters Score -3673722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3673723.000000 Penalty: 5121.276367
	Iteration 32Q: 3 clusters Score -3673723 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -3673719.250000 Penalty: 5121.276367
	Iteration 33Q: 3 clusters Score -3673719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3673716.250000 Penalty: 5121.276367
	Iteration 34Q: 3 clusters Score -3673716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -3673718.750000 Penalty: 5121.276367
	Iteration 35Q: 3 clusters Score -3673719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -3673721.250000 Penalty: 5121.276367
	Iteration 36Q: 3 clusters Score -3673721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -3673718.500000 Penalty: 5121.276367
	Iteration 37Q: 3 clusters Score -3673718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -3673714.500000 Penalty: 5121.276367
	Iteration 38Q: 3 clusters Score -3673714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -3673715.250000 Penalty: 5121.276367
	Iteration 39Q: 3 clusters Score -3673715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -3673709.250000 Penalty: 5121.276367
	Iteration 40F: 3 clusters Score -3673709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -3673712.500000 Penalty: 5121.276367
	Iteration 41Q: 3 clusters Score -3673712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -3673716.500000 Penalty: 5121.276367
	Iteration 42Q: 3 clusters Score -3673716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -3673715.750000 Penalty: 5121.276367
	Iteration 43Q: 3 clusters Score -3673716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -3673722.500000 Penalty: 5121.276367
	Iteration 44Q: 3 clusters Score -3673722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -3673717.750000 Penalty: 5121.276367
	Iteration 45Q: 3 clusters Score -3673718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3673715.000000 Penalty: 5121.276367
	Iteration 46Q: 3 clusters Score -3673715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -3673715.750000 Penalty: 5121.276367
	Iteration 47Q: 3 clusters Score -3673716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -3673712.500000 Penalty: 5121.276367
	Iteration 48Q: 3 clusters Score -3673712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -3673712.750000 Penalty: 5121.276367
	Iteration 49Q: 3 clusters Score -3673713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -3673713.250000 Penalty: 5121.276367
	Iteration 50Q: 3 clusters Score -3673713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3673715.250000 Penalty: 5121.276367
	Iteration 51Q: 3 clusters Score -3673715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -3673716.750000 Penalty: 5121.276367
	Iteration 52Q: 3 clusters Score -3673717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -3673715.250000 Penalty: 5121.276367
	Iteration 53Q: 3 clusters Score -3673715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3673713.750000 Penalty: 5121.276367
	Iteration 54Q: 3 clusters Score -3673714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -3673712.250000 Penalty: 5121.276367
	Iteration 55Q: 3 clusters Score -3673712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3673715.750000 Penalty: 5121.276367
	Iteration 56Q: 3 clusters Score -3673716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3673715.750000 Penalty: 5121.276367
	Iteration 57F: 3 clusters Score -3673716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Entering Unmasked Estep 
Score: -360169.750000 Penalty: 1999.561523
	Iteration 0F: 2 clusters Score -360169.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -356857.937500 Penalty: 3999.123047
	Iteration 0F: 3 clusters Score -356857.9 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -357572.093750 Penalty: 3999.123047
	Iteration 1F: 3 clusters Score -357572.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -357806.875000 Penalty: 3999.123047
	Iteration 2F: 3 clusters Score -357806.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -357959.843750 Penalty: 3999.123047
	Iteration 3F: 3 clusters Score -357959.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -358079.031250 Penalty: 3999.123047
	Iteration 4Q: 3 clusters Score -358079 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -358188.562500 Penalty: 3999.123047
	Iteration 5Q: 3 clusters Score -358188.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -358301.781250 Penalty: 3999.123047
	Iteration 6Q: 3 clusters Score -358301.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -358395.125000 Penalty: 3999.123047
	Iteration 7Q: 3 clusters Score -358395.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -358475.375000 Penalty: 3999.123047
	Iteration 8Q: 3 clusters Score -358475.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -358553.250000 Penalty: 3999.123047
	Iteration 9Q: 3 clusters Score -358553.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -358612.718750 Penalty: 3999.123047
	Iteration 10Q: 3 clusters Score -358612.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -358652.531250 Penalty: 3999.123047
	Iteration 11Q: 3 clusters Score -358652.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -358690.781250 Penalty: 3999.123047
	Iteration 12Q: 3 clusters Score -358690.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -358720.218750 Penalty: 3999.123047
	Iteration 13Q: 3 clusters Score -358720.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -358741.281250 Penalty: 3999.123047
	Iteration 14Q: 3 clusters Score -358741.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -358751.343750 Penalty: 3999.123047
	Iteration 15Q: 3 clusters Score -358751.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -358758.375000 Penalty: 3999.123047
	Iteration 16Q: 3 clusters Score -358758.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -358765.281250 Penalty: 3999.123047
	Iteration 17Q: 3 clusters Score -358765.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -358769.406250 Penalty: 3999.123047
	Iteration 18Q: 3 clusters Score -358769.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -358775.500000 Penalty: 3999.123047
	Iteration 19Q: 3 clusters Score -358775.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -358792.218750 Penalty: 3999.123047
	Iteration 20F: 3 clusters Score -358792.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -358805.968750 Penalty: 3999.123047
	Iteration 21Q: 3 clusters Score -358806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -358815.500000 Penalty: 3999.123047
	Iteration 22Q: 3 clusters Score -358815.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -358826.375000 Penalty: 3999.123047
	Iteration 23Q: 3 clusters Score -358826.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -358834.718750 Penalty: 3999.123047
	Iteration 24Q: 3 clusters Score -358834.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -358841.562500 Penalty: 3999.123047
	Iteration 25Q: 3 clusters Score -358841.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -358849.531250 Penalty: 3999.123047
	Iteration 26Q: 3 clusters Score -358849.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -358856.093750 Penalty: 3999.123047
	Iteration 27Q: 3 clusters Score -358856.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -358861.843750 Penalty: 3999.123047
	Iteration 28Q: 3 clusters Score -358861.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -358865.656250 Penalty: 3999.123047
	Iteration 29Q: 3 clusters Score -358865.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -358866.250000 Penalty: 3999.123047
	Iteration 30Q: 3 clusters Score -358866.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -358868.906250 Penalty: 3999.123047
	Iteration 31Q: 3 clusters Score -358868.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -358868.906250 Penalty: 3999.123047
	Iteration 32F: 3 clusters Score -358868.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Entering Unmasked Estep 
Score: -2566855.250000 Penalty: 2469.988770
	Iteration 0F: 2 clusters Score -2566855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2552139.750000 Penalty: 4939.977539
	Iteration 0F: 3 clusters Score -2552140 nChanged 9223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2557058.000000 Penalty: 4939.977539
	Iteration 1F: 3 clusters Score -2557058 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2557504.750000 Penalty: 4939.977539
	Iteration 2F: 3 clusters Score -2557505 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2557932.500000 Penalty: 4939.977539
	Iteration 3F: 3 clusters Score -2557932 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2558293.000000 Penalty: 4939.977539
	Iteration 4Q: 3 clusters Score -2558293 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2558691.750000 Penalty: 4939.977539
	Iteration 5Q: 3 clusters Score -2558692 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2559197.250000 Penalty: 4939.977539
	Iteration 6Q: 3 clusters Score -2559197 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2559767.750000 Penalty: 4939.977539
	Iteration 7Q: 3 clusters Score -2559768 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2560504.250000 Penalty: 4939.977539
	Iteration 8Q: 3 clusters Score -2560504 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2561248.000000 Penalty: 4939.977539
	Iteration 9Q: 3 clusters Score -2561248 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2562098.750000 Penalty: 4939.977539
	Iteration 10Q: 3 clusters Score -2562099 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2562862.000000 Penalty: 4939.977539
	Iteration 11Q: 3 clusters Score -2562862 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2563463.000000 Penalty: 4939.977539
	Iteration 12Q: 3 clusters Score -2563463 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2563890.000000 Penalty: 4939.977539
	Iteration 13Q: 3 clusters Score -2563890 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2564153.250000 Penalty: 4939.977539
	Iteration 14Q: 3 clusters Score -2564153 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2564313.000000 Penalty: 4939.977539
	Iteration 15Q: 3 clusters Score -2564313 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2564385.000000 Penalty: 4939.977539
	Iteration 16Q: 3 clusters Score -2564385 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2564440.000000 Penalty: 4939.977539
	Iteration 17Q: 3 clusters Score -2564440 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2564465.500000 Penalty: 4939.977539
	Iteration 18Q: 3 clusters Score -2564466 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2564486.500000 Penalty: 4939.977539
	Iteration 19Q: 3 clusters Score -2564486 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2564504.500000 Penalty: 4939.977539
	Iteration 20F: 3 clusters Score -2564504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2564518.750000 Penalty: 4939.977539
	Iteration 21Q: 3 clusters Score -2564519 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2564543.000000 Penalty: 4939.977539
	Iteration 22Q: 3 clusters Score -2564543 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2564545.750000 Penalty: 4939.977539
	Iteration 23Q: 3 clusters Score -2564546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2564559.250000 Penalty: 4939.977539
	Iteration 24Q: 3 clusters Score -2564559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2564553.750000 Penalty: 4939.977539
	Iteration 25Q: 3 clusters Score -2564554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2564560.500000 Penalty: 4939.977539
	Iteration 26Q: 3 clusters Score -2564560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2564557.000000 Penalty: 4939.977539
	Iteration 27Q: 3 clusters Score -2564557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2564564.250000 Penalty: 4939.977539
	Iteration 28Q: 3 clusters Score -2564564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2564571.250000 Penalty: 4939.977539
	Iteration 29Q: 3 clusters Score -2564571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2564571.000000 Penalty: 4939.977539
	Iteration 30Q: 3 clusters Score -2564571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2564580.500000 Penalty: 4939.977539
	Iteration 31Q: 3 clusters Score -2564580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2564584.750000 Penalty: 4939.977539
	Iteration 32Q: 3 clusters Score -2564585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2564585.750000 Penalty: 4939.977539
	Iteration 33Q: 3 clusters Score -2564586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2564584.500000 Penalty: 4939.977539
	Iteration 34Q: 3 clusters Score -2564584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2564589.250000 Penalty: 4939.977539
	Iteration 35Q: 3 clusters Score -2564589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2564595.500000 Penalty: 4939.977539
	Iteration 36Q: 3 clusters Score -2564596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2564601.750000 Penalty: 4939.977539
	Iteration 37Q: 3 clusters Score -2564602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2564610.500000 Penalty: 4939.977539
	Iteration 38Q: 3 clusters Score -2564610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2564609.000000 Penalty: 4939.977539
	Iteration 39Q: 3 clusters Score -2564609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2564617.000000 Penalty: 4939.977539
	Iteration 40F: 3 clusters Score -2564617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2564626.250000 Penalty: 4939.977539
	Iteration 41Q: 3 clusters Score -2564626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2564624.750000 Penalty: 4939.977539
	Iteration 42Q: 3 clusters Score -2564625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2564623.000000 Penalty: 4939.977539
	Iteration 43Q: 3 clusters Score -2564623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2564624.750000 Penalty: 4939.977539
	Iteration 44Q: 3 clusters Score -2564625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2564624.250000 Penalty: 4939.977539
	Iteration 45Q: 3 clusters Score -2564624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2564626.250000 Penalty: 4939.977539
	Iteration 46Q: 3 clusters Score -2564626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2564625.000000 Penalty: 4939.977539
	Iteration 47Q: 3 clusters Score -2564625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2564625.000000 Penalty: 4939.977539
	Iteration 48F: 3 clusters Score -2564625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Entering Unmasked Estep 
Score: -1377376.625000 Penalty: 2322.039307
	Iteration 0F: 2 clusters Score -1377377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1368600.000000 Penalty: 4644.078613
	Iteration 0F: 3 clusters Score -1368600 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1371415.875000 Penalty: 4644.078613
	Iteration 1F: 3 clusters Score -1371416 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1371843.750000 Penalty: 4644.078613
	Iteration 2F: 3 clusters Score -1371844 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1372255.375000 Penalty: 4644.078613
	Iteration 3F: 3 clusters Score -1372255 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1372738.250000 Penalty: 4644.078613
	Iteration 4F: 3 clusters Score -1372738 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1373218.000000 Penalty: 4644.078613
	Iteration 5F: 3 clusters Score -1373218 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1373706.750000 Penalty: 4644.078613
	Iteration 6F: 3 clusters Score -1373707 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1374163.000000 Penalty: 4644.078613
	Iteration 7Q: 3 clusters Score -1374163 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1374560.625000 Penalty: 4644.078613
	Iteration 8Q: 3 clusters Score -1374561 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1374859.500000 Penalty: 4644.078613
	Iteration 9Q: 3 clusters Score -1374860 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1375085.250000 Penalty: 4644.078613
	Iteration 10Q: 3 clusters Score -1375085 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1375243.125000 Penalty: 4644.078613
	Iteration 11Q: 3 clusters Score -1375243 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1375376.375000 Penalty: 4644.078613
	Iteration 12Q: 3 clusters Score -1375376 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1375464.750000 Penalty: 4644.078613
	Iteration 13Q: 3 clusters Score -1375465 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1375540.625000 Penalty: 4644.078613
	Iteration 14Q: 3 clusters Score -1375541 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1375600.000000 Penalty: 4644.078613
	Iteration 15Q: 3 clusters Score -1375600 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1375668.500000 Penalty: 4644.078613
	Iteration 16Q: 3 clusters Score -1375668 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1375742.375000 Penalty: 4644.078613
	Iteration 17Q: 3 clusters Score -1375742 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1375811.500000 Penalty: 4644.078613
	Iteration 18Q: 3 clusters Score -1375812 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1375851.625000 Penalty: 4644.078613
	Iteration 19Q: 3 clusters Score -1375852 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1375883.500000 Penalty: 4644.078613
	Iteration 20F: 3 clusters Score -1375884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1375912.000000 Penalty: 4644.078613
	Iteration 21Q: 3 clusters Score -1375912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1375925.000000 Penalty: 4644.078613
	Iteration 22Q: 3 clusters Score -1375925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1375939.375000 Penalty: 4644.078613
	Iteration 23Q: 3 clusters Score -1375939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1375949.625000 Penalty: 4644.078613
	Iteration 24Q: 3 clusters Score -1375950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1375957.000000 Penalty: 4644.078613
	Iteration 25Q: 3 clusters Score -1375957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1375961.625000 Penalty: 4644.078613
	Iteration 26Q: 3 clusters Score -1375962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1375970.250000 Penalty: 4644.078613
	Iteration 27Q: 3 clusters Score -1375970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1375971.375000 Penalty: 4644.078613
	Iteration 28Q: 3 clusters Score -1375971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1375971.875000 Penalty: 4644.078613
	Iteration 29Q: 3 clusters Score -1375972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1375973.000000 Penalty: 4644.078613
	Iteration 30Q: 3 clusters Score -1375973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1375973.500000 Penalty: 4644.078613
	Iteration 31Q: 3 clusters Score -1375974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1375973.500000 Penalty: 4644.078613
	Iteration 32F: 3 clusters Score -1375974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Entering Unmasked Estep 
Score: -2512914.750000 Penalty: 2458.790283
	Iteration 0F: 2 clusters Score -2512915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2498757.000000 Penalty: 4917.580566
	Iteration 0F: 3 clusters Score -2498757 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2503569.000000 Penalty: 4917.580566
	Iteration 1F: 3 clusters Score -2503569 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2504265.000000 Penalty: 4917.580566
	Iteration 2F: 3 clusters Score -2504265 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2505074.750000 Penalty: 4917.580566
	Iteration 3F: 3 clusters Score -2505075 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2506054.500000 Penalty: 4917.580566
	Iteration 4F: 3 clusters Score -2506054 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2507236.500000 Penalty: 4917.580566
	Iteration 5F: 3 clusters Score -2507236 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2508531.250000 Penalty: 4917.580566
	Iteration 6F: 3 clusters Score -2508531 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2509875.250000 Penalty: 4917.580566
	Iteration 7F: 3 clusters Score -2509875 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2511083.250000 Penalty: 4917.580566
	Iteration 8F: 3 clusters Score -2511083 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2511892.000000 Penalty: 4917.580566
	Iteration 9Q: 3 clusters Score -2511892 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2512280.000000 Penalty: 4917.580566
	Iteration 10Q: 3 clusters Score -2512280 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2512480.750000 Penalty: 4917.580566
	Iteration 11Q: 3 clusters Score -2512481 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2512575.500000 Penalty: 4917.580566
	Iteration 12Q: 3 clusters Score -2512576 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2512627.250000 Penalty: 4917.580566
	Iteration 13Q: 3 clusters Score -2512627 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2512667.500000 Penalty: 4917.580566
	Iteration 14Q: 3 clusters Score -2512668 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2512677.750000 Penalty: 4917.580566
	Iteration 15Q: 3 clusters Score -2512678 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2512692.250000 Penalty: 4917.580566
	Iteration 16Q: 3 clusters Score -2512692 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2512710.250000 Penalty: 4917.580566
	Iteration 17Q: 3 clusters Score -2512710 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2512728.500000 Penalty: 4917.580566
	Iteration 18Q: 3 clusters Score -2512728 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2512725.000000 Penalty: 4917.580566
	Iteration 19Q: 3 clusters Score -2512725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2512725.000000 Penalty: 4917.580566
	Iteration 20F: 3 clusters Score -2512725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2512732.000000 Penalty: 4917.580566
	Iteration 21Q: 3 clusters Score -2512732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2512736.250000 Penalty: 4917.580566
	Iteration 22Q: 3 clusters Score -2512736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2512739.500000 Penalty: 4917.580566
	Iteration 23Q: 3 clusters Score -2512740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2512739.750000 Penalty: 4917.580566
	Iteration 24Q: 3 clusters Score -2512740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2512738.000000 Penalty: 4917.580566
	Iteration 25Q: 3 clusters Score -2512738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2512740.750000 Penalty: 4917.580566
	Iteration 26Q: 3 clusters Score -2512741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2512742.500000 Penalty: 4917.580566
	Iteration 27Q: 3 clusters Score -2512742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2512742.250000 Penalty: 4917.580566
	Iteration 28Q: 3 clusters Score -2512742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2512741.250000 Penalty: 4917.580566
	Iteration 29Q: 3 clusters Score -2512741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2512740.250000 Penalty: 4917.580566
	Iteration 30Q: 3 clusters Score -2512740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2512742.750000 Penalty: 4917.580566
	Iteration 31Q: 3 clusters Score -2512743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2512740.500000 Penalty: 4917.580566
	Iteration 32Q: 3 clusters Score -2512740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2512741.500000 Penalty: 4917.580566
	Iteration 33Q: 3 clusters Score -2512742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2512739.250000 Penalty: 4917.580566
	Iteration 34Q: 3 clusters Score -2512739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2512739.750000 Penalty: 4917.580566
	Iteration 35Q: 3 clusters Score -2512740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2512736.500000 Penalty: 4917.580566
	Iteration 36Q: 3 clusters Score -2512736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2512736.500000 Penalty: 4917.580566
	Iteration 37F: 3 clusters Score -2512736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -39192.593750 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -39192.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37768.214844 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -37768.21 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37944.039062 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -37944.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38038.316406 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -38038.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38066.558594 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -38066.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38077.628906 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -38077.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38086.031250 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -38086.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38096.195312 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -38096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38101.062500 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -38101.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38101.062500 Penalty: 2913.965820
	Iteration 8F: 3 clusters Score -38101.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -86631.343750 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -86631.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -84891.476562 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -84891.48 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -85148.492188 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -85148.49 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85226.453125 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -85226.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85279.812500 Penalty: 3282.231934
	Iteration 3Q: 3 clusters Score -85279.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85299.812500 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -85299.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85306.750000 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -85306.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85310.539062 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -85310.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85312.187500 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -85312.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85313.265625 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -85313.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85313.265625 Penalty: 3282.231934
	Iteration 9F: 3 clusters Score -85313.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (287179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287179 members 
Entering Unmasked Estep 
Score: -35591560.000000 Penalty: 3116.829346
	Iteration 0F: 2 clusters Score -3.559156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143767 members 
Mstep: Class 2 contains 143412 members 
Entering Unmasked Estep 
Score: -35410276.000000 Penalty: 6233.658691
	Iteration 0F: 3 clusters Score -3.541028e+07 nChanged 138925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149500 members 
Mstep: Class 2 contains 137679 members 
Entering Unmasked Estep 
Score: -35493588.000000 Penalty: 6233.658691
	Iteration 1F: 3 clusters Score -3.549359e+07 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152202 members 
Mstep: Class 2 contains 134977 members 
Entering Unmasked Estep 
Score: -35495780.000000 Penalty: 6233.658691
	Iteration 2Q: 3 clusters Score -3.549578e+07 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156322 members 
Mstep: Class 2 contains 130857 members 
Entering Unmasked Estep 
Score: -35498860.000000 Penalty: 6233.658691
	Iteration 3Q: 3 clusters Score -3.549886e+07 nChanged 11216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162250 members 
Mstep: Class 2 contains 124929 members 
Entering Unmasked Estep 
Score: -35504060.000000 Penalty: 6233.658691
	Iteration 4Q: 3 clusters Score -3.550406e+07 nChanged 14244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169730 members 
Mstep: Class 2 contains 117449 members 
Entering Unmasked Estep 
Score: -35513160.000000 Penalty: 6233.658691
	Iteration 5Q: 3 clusters Score -3.551316e+07 nChanged 17239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177829 members 
Mstep: Class 2 contains 109350 members 
Entering Unmasked Estep 
Score: -35526232.000000 Penalty: 6233.658691
	Iteration 6F: 3 clusters Score -3.552623e+07 nChanged 19208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184143 members 
Mstep: Class 2 contains 103036 members 
Entering Unmasked Estep 
Score: -35541456.000000 Penalty: 6233.658691
	Iteration 7F: 3 clusters Score -3.554146e+07 nChanged 19041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187228 members 
Mstep: Class 2 contains 99951 members 
Entering Unmasked Estep 
Score: -35554440.000000 Penalty: 6233.658691
	Iteration 8F: 3 clusters Score -3.555444e+07 nChanged 15214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188036 members 
Mstep: Class 2 contains 99143 members 
Entering Unmasked Estep 
Score: -35561524.000000 Penalty: 6233.658691
	Iteration 9F: 3 clusters Score -3.556152e+07 nChanged 9793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188111 members 
Mstep: Class 2 contains 99068 members 
Entering Unmasked Estep 
Score: -35564080.000000 Penalty: 6233.658691
	Iteration 10Q: 3 clusters Score -3.556408e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187909 members 
Mstep: Class 2 contains 99270 members 
Entering Unmasked Estep 
Score: -35565176.000000 Penalty: 6233.658691
	Iteration 11Q: 3 clusters Score -3.556518e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187624 members 
Mstep: Class 2 contains 99555 members 
Entering Unmasked Estep 
Score: -35565808.000000 Penalty: 6233.658691
	Iteration 12Q: 3 clusters Score -3.556581e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187134 members 
Mstep: Class 2 contains 100045 members 
Entering Unmasked Estep 
Score: -35566460.000000 Penalty: 6233.658691
	Iteration 13Q: 3 clusters Score -3.556646e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186510 members 
Mstep: Class 2 contains 100669 members 
Entering Unmasked Estep 
Score: -35566912.000000 Penalty: 6233.658691
	Iteration 14Q: 3 clusters Score -3.556691e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185664 members 
Mstep: Class 2 contains 101515 members 
Entering Unmasked Estep 
Score: -35567320.000000 Penalty: 6233.658691
	Iteration 15Q: 3 clusters Score -3.556732e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184746 members 
Mstep: Class 2 contains 102433 members 
Entering Unmasked Estep 
Score: -35567932.000000 Penalty: 6233.658691
	Iteration 16Q: 3 clusters Score -3.556793e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183601 members 
Mstep: Class 2 contains 103578 members 
Entering Unmasked Estep 
Score: -35568540.000000 Penalty: 6233.658691
	Iteration 17Q: 3 clusters Score -3.556854e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182276 members 
Mstep: Class 2 contains 104903 members 
Entering Unmasked Estep 
Score: -35569216.000000 Penalty: 6233.658691
	Iteration 18Q: 3 clusters Score -3.556922e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180667 members 
Mstep: Class 2 contains 106512 members 
Entering Unmasked Estep 
Score: -35569964.000000 Penalty: 6233.658691
	Iteration 19Q: 3 clusters Score -3.556996e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178954 members 
Mstep: Class 2 contains 108225 members 
Entering Unmasked Estep 
Score: -35570772.000000 Penalty: 6233.658691
	Iteration 20F: 3 clusters Score -3.557077e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177146 members 
Mstep: Class 2 contains 110033 members 
Entering Unmasked Estep 
Score: -35571820.000000 Penalty: 6233.658691
	Iteration 21Q: 3 clusters Score -3.557182e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175119 members 
Mstep: Class 2 contains 112060 members 
Entering Unmasked Estep 
Score: -35572916.000000 Penalty: 6233.658691
	Iteration 22Q: 3 clusters Score -3.557292e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173027 members 
Mstep: Class 2 contains 114152 members 
Entering Unmasked Estep 
Score: -35574264.000000 Penalty: 6233.658691
	Iteration 23Q: 3 clusters Score -3.557426e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171016 members 
Mstep: Class 2 contains 116163 members 
Entering Unmasked Estep 
Score: -35575444.000000 Penalty: 6233.658691
	Iteration 24Q: 3 clusters Score -3.557544e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169112 members 
Mstep: Class 2 contains 118067 members 
Entering Unmasked Estep 
Score: -35576780.000000 Penalty: 6233.658691
	Iteration 25Q: 3 clusters Score -3.557678e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167451 members 
Mstep: Class 2 contains 119728 members 
Entering Unmasked Estep 
Score: -35578168.000000 Penalty: 6233.658691
	Iteration 26Q: 3 clusters Score -3.557817e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165926 members 
Mstep: Class 2 contains 121253 members 
Entering Unmasked Estep 
Score: -35579136.000000 Penalty: 6233.658691
	Iteration 27Q: 3 clusters Score -3.557914e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164504 members 
Mstep: Class 2 contains 122675 members 
Entering Unmasked Estep 
Score: -35579932.000000 Penalty: 6233.658691
	Iteration 28Q: 3 clusters Score -3.557993e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163216 members 
Mstep: Class 2 contains 123963 members 
Entering Unmasked Estep 
Score: -35580776.000000 Penalty: 6233.658691
	Iteration 29Q: 3 clusters Score -3.558078e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162068 members 
Mstep: Class 2 contains 125111 members 
Entering Unmasked Estep 
Score: -35581632.000000 Penalty: 6233.658691
	Iteration 30Q: 3 clusters Score -3.558163e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161198 members 
Mstep: Class 2 contains 125981 members 
Entering Unmasked Estep 
Score: -35582004.000000 Penalty: 6233.658691
	Iteration 31Q: 3 clusters Score -3.5582e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160512 members 
Mstep: Class 2 contains 126667 members 
Entering Unmasked Estep 
Score: -35582368.000000 Penalty: 6233.658691
	Iteration 32Q: 3 clusters Score -3.558237e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160004 members 
Mstep: Class 2 contains 127175 members 
Entering Unmasked Estep 
Score: -35582596.000000 Penalty: 6233.658691
	Iteration 33Q: 3 clusters Score -3.55826e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159604 members 
Mstep: Class 2 contains 127575 members 
Entering Unmasked Estep 
Score: -35582756.000000 Penalty: 6233.658691
	Iteration 34Q: 3 clusters Score -3.558276e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159307 members 
Mstep: Class 2 contains 127872 members 
Entering Unmasked Estep 
Score: -35582872.000000 Penalty: 6233.658691
	Iteration 35Q: 3 clusters Score -3.558287e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159042 members 
Mstep: Class 2 contains 128137 members 
Entering Unmasked Estep 
Score: -35582948.000000 Penalty: 6233.658691
	Iteration 36Q: 3 clusters Score -3.558295e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158815 members 
Mstep: Class 2 contains 128364 members 
Entering Unmasked Estep 
Score: -35583064.000000 Penalty: 6233.658691
	Iteration 37Q: 3 clusters Score -3.558306e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158581 members 
Mstep: Class 2 contains 128598 members 
Entering Unmasked Estep 
Score: -35583116.000000 Penalty: 6233.658691
	Iteration 38Q: 3 clusters Score -3.558312e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158422 members 
Mstep: Class 2 contains 128757 members 
Entering Unmasked Estep 
Score: -35583160.000000 Penalty: 6233.658691
	Iteration 39Q: 3 clusters Score -3.558316e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158300 members 
Mstep: Class 2 contains 128879 members 
Entering Unmasked Estep 
Score: -35583072.000000 Penalty: 6233.658691
	Iteration 40F: 3 clusters Score -3.558307e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158046 members 
Mstep: Class 2 contains 129133 members 
Entering Unmasked Estep 
Score: -35583200.000000 Penalty: 6233.658691
	Iteration 41Q: 3 clusters Score -3.55832e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157808 members 
Mstep: Class 2 contains 129371 members 
Entering Unmasked Estep 
Score: -35583236.000000 Penalty: 6233.658691
	Iteration 42Q: 3 clusters Score -3.558324e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157599 members 
Mstep: Class 2 contains 129580 members 
Entering Unmasked Estep 
Score: -35583256.000000 Penalty: 6233.658691
	Iteration 43Q: 3 clusters Score -3.558326e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157405 members 
Mstep: Class 2 contains 129774 members 
Entering Unmasked Estep 
Score: -35583304.000000 Penalty: 6233.658691
	Iteration 44Q: 3 clusters Score -3.55833e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157209 members 
Mstep: Class 2 contains 129970 members 
Entering Unmasked Estep 
Score: -35583380.000000 Penalty: 6233.658691
	Iteration 45Q: 3 clusters Score -3.558338e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157002 members 
Mstep: Class 2 contains 130177 members 
Entering Unmasked Estep 
Score: -35583368.000000 Penalty: 6233.658691
	Iteration 46Q: 3 clusters Score -3.558337e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156857 members 
Mstep: Class 2 contains 130322 members 
Entering Unmasked Estep 
Score: -35583336.000000 Penalty: 6233.658691
	Iteration 47Q: 3 clusters Score -3.558334e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156692 members 
Mstep: Class 2 contains 130487 members 
Entering Unmasked Estep 
Score: -35583376.000000 Penalty: 6233.658691
	Iteration 48Q: 3 clusters Score -3.558338e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156512 members 
Mstep: Class 2 contains 130667 members 
Entering Unmasked Estep 
Score: -35583384.000000 Penalty: 6233.658691
	Iteration 49Q: 3 clusters Score -3.558338e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156318 members 
Mstep: Class 2 contains 130861 members 
Entering Unmasked Estep 
Score: -35583388.000000 Penalty: 6233.658691
	Iteration 50Q: 3 clusters Score -3.558339e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156165 members 
Mstep: Class 2 contains 131014 members 
Entering Unmasked Estep 
Score: -35583388.000000 Penalty: 6233.658691
	Iteration 51Q: 3 clusters Score -3.558339e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156020 members 
Mstep: Class 2 contains 131159 members 
Entering Unmasked Estep 
Score: -35583444.000000 Penalty: 6233.658691
	Iteration 52Q: 3 clusters Score -3.558344e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155858 members 
Mstep: Class 2 contains 131321 members 
Entering Unmasked Estep 
Score: -35583484.000000 Penalty: 6233.658691
	Iteration 53Q: 3 clusters Score -3.558348e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155663 members 
Mstep: Class 2 contains 131516 members 
Entering Unmasked Estep 
Score: -35583556.000000 Penalty: 6233.658691
	Iteration 54Q: 3 clusters Score -3.558356e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155525 members 
Mstep: Class 2 contains 131654 members 
Entering Unmasked Estep 
Score: -35583496.000000 Penalty: 6233.658691
	Iteration 55Q: 3 clusters Score -3.55835e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155375 members 
Mstep: Class 2 contains 131804 members 
Entering Unmasked Estep 
Score: -35583516.000000 Penalty: 6233.658691
	Iteration 56Q: 3 clusters Score -3.558352e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155233 members 
Mstep: Class 2 contains 131946 members 
Entering Unmasked Estep 
Score: -35583484.000000 Penalty: 6233.658691
	Iteration 57Q: 3 clusters Score -3.558348e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155052 members 
Mstep: Class 2 contains 132127 members 
Entering Unmasked Estep 
Score: -35583488.000000 Penalty: 6233.658691
	Iteration 58Q: 3 clusters Score -3.558349e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154862 members 
Mstep: Class 2 contains 132317 members 
Entering Unmasked Estep 
Score: -35583452.000000 Penalty: 6233.658691
	Iteration 59Q: 3 clusters Score -3.558345e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154687 members 
Mstep: Class 2 contains 132492 members 
Entering Unmasked Estep 
Score: -35583480.000000 Penalty: 6233.658691
	Iteration 60F: 3 clusters Score -3.558348e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154494 members 
Mstep: Class 2 contains 132685 members 
Entering Unmasked Estep 
Score: -35583564.000000 Penalty: 6233.658691
	Iteration 61Q: 3 clusters Score -3.558356e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154291 members 
Mstep: Class 2 contains 132888 members 
Entering Unmasked Estep 
Score: -35583584.000000 Penalty: 6233.658691
	Iteration 62Q: 3 clusters Score -3.558358e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154087 members 
Mstep: Class 2 contains 133092 members 
Entering Unmasked Estep 
Score: -35583532.000000 Penalty: 6233.658691
	Iteration 63Q: 3 clusters Score -3.558353e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153913 members 
Mstep: Class 2 contains 133266 members 
Entering Unmasked Estep 
Score: -35583536.000000 Penalty: 6233.658691
	Iteration 64Q: 3 clusters Score -3.558354e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153745 members 
Mstep: Class 2 contains 133434 members 
Entering Unmasked Estep 
Score: -35583512.000000 Penalty: 6233.658691
	Iteration 65Q: 3 clusters Score -3.558351e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153596 members 
Mstep: Class 2 contains 133583 members 
Entering Unmasked Estep 
Score: -35583492.000000 Penalty: 6233.658691
	Iteration 66Q: 3 clusters Score -3.558349e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153431 members 
Mstep: Class 2 contains 133748 members 
Entering Unmasked Estep 
Score: -35583444.000000 Penalty: 6233.658691
	Iteration 67Q: 3 clusters Score -3.558344e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153294 members 
Mstep: Class 2 contains 133885 members 
Entering Unmasked Estep 
Score: -35583444.000000 Penalty: 6233.658691
	Iteration 68Q: 3 clusters Score -3.558344e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153148 members 
Mstep: Class 2 contains 134031 members 
Entering Unmasked Estep 
Score: -35583480.000000 Penalty: 6233.658691
	Iteration 69Q: 3 clusters Score -3.558348e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152980 members 
Mstep: Class 2 contains 134199 members 
Entering Unmasked Estep 
Score: -35583508.000000 Penalty: 6233.658691
	Iteration 70Q: 3 clusters Score -3.558351e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152824 members 
Mstep: Class 2 contains 134355 members 
Entering Unmasked Estep 
Score: -35583484.000000 Penalty: 6233.658691
	Iteration 71Q: 3 clusters Score -3.558348e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152658 members 
Mstep: Class 2 contains 134521 members 
Entering Unmasked Estep 
Score: -35583572.000000 Penalty: 6233.658691
	Iteration 72Q: 3 clusters Score -3.558357e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152481 members 
Mstep: Class 2 contains 134698 members 
Entering Unmasked Estep 
Score: -35583508.000000 Penalty: 6233.658691
	Iteration 73Q: 3 clusters Score -3.558351e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152305 members 
Mstep: Class 2 contains 134874 members 
Entering Unmasked Estep 
Score: -35583440.000000 Penalty: 6233.658691
	Iteration 74Q: 3 clusters Score -3.558344e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152120 members 
Mstep: Class 2 contains 135059 members 
Entering Unmasked Estep 
Score: -35583456.000000 Penalty: 6233.658691
	Iteration 75Q: 3 clusters Score -3.558346e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151917 members 
Mstep: Class 2 contains 135262 members 
Entering Unmasked Estep 
Score: -35583480.000000 Penalty: 6233.658691
	Iteration 76Q: 3 clusters Score -3.558348e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151708 members 
Mstep: Class 2 contains 135471 members 
Entering Unmasked Estep 
Score: -35583556.000000 Penalty: 6233.658691
	Iteration 77Q: 3 clusters Score -3.558356e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151529 members 
Mstep: Class 2 contains 135650 members 
Entering Unmasked Estep 
Score: -35583596.000000 Penalty: 6233.658691
	Iteration 78Q: 3 clusters Score -3.55836e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151346 members 
Mstep: Class 2 contains 135833 members 
Entering Unmasked Estep 
Score: -35583592.000000 Penalty: 6233.658691
	Iteration 79Q: 3 clusters Score -3.558359e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151186 members 
Mstep: Class 2 contains 135993 members 
Entering Unmasked Estep 
Score: -35583644.000000 Penalty: 6233.658691
	Iteration 80F: 3 clusters Score -3.558364e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151008 members 
Mstep: Class 2 contains 136171 members 
Entering Unmasked Estep 
Score: -35583584.000000 Penalty: 6233.658691
	Iteration 81Q: 3 clusters Score -3.558358e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150839 members 
Mstep: Class 2 contains 136340 members 
Entering Unmasked Estep 
Score: -35583628.000000 Penalty: 6233.658691
	Iteration 82Q: 3 clusters Score -3.558363e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150650 members 
Mstep: Class 2 contains 136529 members 
Entering Unmasked Estep 
Score: -35583584.000000 Penalty: 6233.658691
	Iteration 83Q: 3 clusters Score -3.558358e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150438 members 
Mstep: Class 2 contains 136741 members 
Entering Unmasked Estep 
Score: -35583572.000000 Penalty: 6233.658691
	Iteration 84Q: 3 clusters Score -3.558357e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150228 members 
Mstep: Class 2 contains 136951 members 
Entering Unmasked Estep 
Score: -35583568.000000 Penalty: 6233.658691
	Iteration 85Q: 3 clusters Score -3.558357e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149994 members 
Mstep: Class 2 contains 137185 members 
Entering Unmasked Estep 
Score: -35583560.000000 Penalty: 6233.658691
	Iteration 86Q: 3 clusters Score -3.558356e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149718 members 
Mstep: Class 2 contains 137461 members 
Entering Unmasked Estep 
Score: -35583516.000000 Penalty: 6233.658691
	Iteration 87Q: 3 clusters Score -3.558352e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149486 members 
Mstep: Class 2 contains 137693 members 
Entering Unmasked Estep 
Score: -35583524.000000 Penalty: 6233.658691
	Iteration 88Q: 3 clusters Score -3.558352e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149180 members 
Mstep: Class 2 contains 137999 members 
Entering Unmasked Estep 
Score: -35583440.000000 Penalty: 6233.658691
	Iteration 89Q: 3 clusters Score -3.558344e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148890 members 
Mstep: Class 2 contains 138289 members 
Entering Unmasked Estep 
Score: -35583452.000000 Penalty: 6233.658691
	Iteration 90Q: 3 clusters Score -3.558345e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148575 members 
Mstep: Class 2 contains 138604 members 
Entering Unmasked Estep 
Score: -35583448.000000 Penalty: 6233.658691
	Iteration 91Q: 3 clusters Score -3.558345e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148271 members 
Mstep: Class 2 contains 138908 members 
Entering Unmasked Estep 
Score: -35583468.000000 Penalty: 6233.658691
	Iteration 92Q: 3 clusters Score -3.558347e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147994 members 
Mstep: Class 2 contains 139185 members 
Entering Unmasked Estep 
Score: -35583524.000000 Penalty: 6233.658691
	Iteration 93Q: 3 clusters Score -3.558352e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147729 members 
Mstep: Class 2 contains 139450 members 
Entering Unmasked Estep 
Score: -35583572.000000 Penalty: 6233.658691
	Iteration 94Q: 3 clusters Score -3.558357e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147474 members 
Mstep: Class 2 contains 139705 members 
Entering Unmasked Estep 
Score: -35583624.000000 Penalty: 6233.658691
	Iteration 95Q: 3 clusters Score -3.558362e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147227 members 
Mstep: Class 2 contains 139952 members 
Entering Unmasked Estep 
Score: -35583648.000000 Penalty: 6233.658691
	Iteration 96Q: 3 clusters Score -3.558365e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147000 members 
Mstep: Class 2 contains 140179 members 
Entering Unmasked Estep 
Score: -35583652.000000 Penalty: 6233.658691
	Iteration 97Q: 3 clusters Score -3.558365e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146756 members 
Mstep: Class 2 contains 140423 members 
Entering Unmasked Estep 
Score: -35583696.000000 Penalty: 6233.658691
	Iteration 98Q: 3 clusters Score -3.55837e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146485 members 
Mstep: Class 2 contains 140694 members 
Entering Unmasked Estep 
Score: -35583728.000000 Penalty: 6233.658691
	Iteration 99Q: 3 clusters Score -3.558373e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146192 members 
Mstep: Class 2 contains 140987 members 
Entering Unmasked Estep 
Score: -35583744.000000 Penalty: 6233.658691
	Iteration 100F: 3 clusters Score -3.558374e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145893 members 
Mstep: Class 2 contains 141286 members 
Entering Unmasked Estep 
Score: -35583748.000000 Penalty: 6233.658691
	Iteration 101Q: 3 clusters Score -3.558375e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145585 members 
Mstep: Class 2 contains 141594 members 
Entering Unmasked Estep 
Score: -35583796.000000 Penalty: 6233.658691
	Iteration 102Q: 3 clusters Score -3.55838e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145292 members 
Mstep: Class 2 contains 141887 members 
Entering Unmasked Estep 
Score: -35583780.000000 Penalty: 6233.658691
	Iteration 103Q: 3 clusters Score -3.558378e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144933 members 
Mstep: Class 2 contains 142246 members 
Entering Unmasked Estep 
Score: -35583768.000000 Penalty: 6233.658691
	Iteration 104Q: 3 clusters Score -3.558377e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144589 members 
Mstep: Class 2 contains 142590 members 
Entering Unmasked Estep 
Score: -35583716.000000 Penalty: 6233.658691
	Iteration 105Q: 3 clusters Score -3.558372e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144244 members 
Mstep: Class 2 contains 142935 members 
Entering Unmasked Estep 
Score: -35583804.000000 Penalty: 6233.658691
	Iteration 106Q: 3 clusters Score -3.55838e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143888 members 
Mstep: Class 2 contains 143291 members 
Entering Unmasked Estep 
Score: -35583816.000000 Penalty: 6233.658691
	Iteration 107Q: 3 clusters Score -3.558382e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143503 members 
Mstep: Class 2 contains 143676 members 
Entering Unmasked Estep 
Score: -35583780.000000 Penalty: 6233.658691
	Iteration 108Q: 3 clusters Score -3.558378e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143095 members 
Mstep: Class 2 contains 144084 members 
Entering Unmasked Estep 
Score: -35583808.000000 Penalty: 6233.658691
	Iteration 109Q: 3 clusters Score -3.558381e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142663 members 
Mstep: Class 2 contains 144516 members 
Entering Unmasked Estep 
Score: -35583804.000000 Penalty: 6233.658691
	Iteration 110Q: 3 clusters Score -3.55838e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142204 members 
Mstep: Class 2 contains 144975 members 
Entering Unmasked Estep 
Score: -35583864.000000 Penalty: 6233.658691
	Iteration 111Q: 3 clusters Score -3.558386e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141712 members 
Mstep: Class 2 contains 145467 members 
Entering Unmasked Estep 
Score: -35583836.000000 Penalty: 6233.658691
	Iteration 112Q: 3 clusters Score -3.558384e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141222 members 
Mstep: Class 2 contains 145957 members 
Entering Unmasked Estep 
Score: -35583832.000000 Penalty: 6233.658691
	Iteration 113Q: 3 clusters Score -3.558383e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140716 members 
Mstep: Class 2 contains 146463 members 
Entering Unmasked Estep 
Score: -35583872.000000 Penalty: 6233.658691
	Iteration 114Q: 3 clusters Score -3.558387e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140195 members 
Mstep: Class 2 contains 146984 members 
Entering Unmasked Estep 
Score: -35583836.000000 Penalty: 6233.658691
	Iteration 115Q: 3 clusters Score -3.558384e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139652 members 
Mstep: Class 2 contains 147527 members 
Entering Unmasked Estep 
Score: -35583864.000000 Penalty: 6233.658691
	Iteration 116Q: 3 clusters Score -3.558386e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139108 members 
Mstep: Class 2 contains 148071 members 
Entering Unmasked Estep 
Score: -35583864.000000 Penalty: 6233.658691
	Iteration 117Q: 3 clusters Score -3.558386e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138564 members 
Mstep: Class 2 contains 148615 members 
Entering Unmasked Estep 
Score: -35583900.000000 Penalty: 6233.658691
	Iteration 118Q: 3 clusters Score -3.55839e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138001 members 
Mstep: Class 2 contains 149178 members 
Entering Unmasked Estep 
Score: -35583896.000000 Penalty: 6233.658691
	Iteration 119Q: 3 clusters Score -3.55839e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137449 members 
Mstep: Class 2 contains 149730 members 
Entering Unmasked Estep 
Score: -35583908.000000 Penalty: 6233.658691
	Iteration 120F: 3 clusters Score -3.558391e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136853 members 
Mstep: Class 2 contains 150326 members 
Entering Unmasked Estep 
Score: -35583872.000000 Penalty: 6233.658691
	Iteration 121Q: 3 clusters Score -3.558387e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136238 members 
Mstep: Class 2 contains 150941 members 
Entering Unmasked Estep 
Score: -35583988.000000 Penalty: 6233.658691
	Iteration 122Q: 3 clusters Score -3.558399e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135625 members 
Mstep: Class 2 contains 151554 members 
Entering Unmasked Estep 
Score: -35583936.000000 Penalty: 6233.658691
	Iteration 123Q: 3 clusters Score -3.558394e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134959 members 
Mstep: Class 2 contains 152220 members 
Entering Unmasked Estep 
Score: -35584036.000000 Penalty: 6233.658691
	Iteration 124Q: 3 clusters Score -3.558404e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134234 members 
Mstep: Class 2 contains 152945 members 
Entering Unmasked Estep 
Score: -35583964.000000 Penalty: 6233.658691
	Iteration 125Q: 3 clusters Score -3.558396e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133501 members 
Mstep: Class 2 contains 153678 members 
Entering Unmasked Estep 
Score: -35584004.000000 Penalty: 6233.658691
	Iteration 126Q: 3 clusters Score -3.5584e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132782 members 
Mstep: Class 2 contains 154397 members 
Entering Unmasked Estep 
Score: -35584100.000000 Penalty: 6233.658691
	Iteration 127Q: 3 clusters Score -3.55841e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132018 members 
Mstep: Class 2 contains 155161 members 
Entering Unmasked Estep 
Score: -35584104.000000 Penalty: 6233.658691
	Iteration 128Q: 3 clusters Score -3.55841e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131229 members 
Mstep: Class 2 contains 155950 members 
Entering Unmasked Estep 
Score: -35584132.000000 Penalty: 6233.658691
	Iteration 129Q: 3 clusters Score -3.558413e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130422 members 
Mstep: Class 2 contains 156757 members 
Entering Unmasked Estep 
Score: -35584148.000000 Penalty: 6233.658691
	Iteration 130Q: 3 clusters Score -3.558415e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129603 members 
Mstep: Class 2 contains 157576 members 
Entering Unmasked Estep 
Score: -35584164.000000 Penalty: 6233.658691
	Iteration 131Q: 3 clusters Score -3.558416e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128752 members 
Mstep: Class 2 contains 158427 members 
Entering Unmasked Estep 
Score: -35584296.000000 Penalty: 6233.658691
	Iteration 132Q: 3 clusters Score -3.55843e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127830 members 
Mstep: Class 2 contains 159349 members 
Entering Unmasked Estep 
Score: -35584428.000000 Penalty: 6233.658691
	Iteration 133Q: 3 clusters Score -3.558443e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126857 members 
Mstep: Class 2 contains 160322 members 
Entering Unmasked Estep 
Score: -35584604.000000 Penalty: 6233.658691
	Iteration 134Q: 3 clusters Score -3.55846e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125809 members 
Mstep: Class 2 contains 161370 members 
Entering Unmasked Estep 
Score: -35584664.000000 Penalty: 6233.658691
	Iteration 135Q: 3 clusters Score -3.558466e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124586 members 
Mstep: Class 2 contains 162593 members 
Entering Unmasked Estep 
Score: -35584616.000000 Penalty: 6233.658691
	Iteration 136Q: 3 clusters Score -3.558462e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123155 members 
Mstep: Class 2 contains 164024 members 
Entering Unmasked Estep 
Score: -35584528.000000 Penalty: 6233.658691
	Iteration 137Q: 3 clusters Score -3.558453e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121652 members 
Mstep: Class 2 contains 165527 members 
Entering Unmasked Estep 
Score: -35584720.000000 Penalty: 6233.658691
	Iteration 138Q: 3 clusters Score -3.558472e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119872 members 
Mstep: Class 2 contains 167307 members 
Entering Unmasked Estep 
Score: -35584864.000000 Penalty: 6233.658691
	Iteration 139Q: 3 clusters Score -3.558486e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118073 members 
Mstep: Class 2 contains 169106 members 
Entering Unmasked Estep 
Score: -35584796.000000 Penalty: 6233.658691
	Iteration 140F: 3 clusters Score -3.55848e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115999 members 
Mstep: Class 2 contains 171180 members 
Entering Unmasked Estep 
Score: -35584944.000000 Penalty: 6233.658691
	Iteration 141Q: 3 clusters Score -3.558494e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113680 members 
Mstep: Class 2 contains 173499 members 
Entering Unmasked Estep 
Score: -35585228.000000 Penalty: 6233.658691
	Iteration 142Q: 3 clusters Score -3.558523e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111269 members 
Mstep: Class 2 contains 175910 members 
Entering Unmasked Estep 
Score: -35585276.000000 Penalty: 6233.658691
	Iteration 143Q: 3 clusters Score -3.558528e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108758 members 
Mstep: Class 2 contains 178421 members 
Entering Unmasked Estep 
Score: -35585476.000000 Penalty: 6233.658691
	Iteration 144Q: 3 clusters Score -3.558548e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106089 members 
Mstep: Class 2 contains 181090 members 
Entering Unmasked Estep 
Score: -35585976.000000 Penalty: 6233.658691
	Iteration 145Q: 3 clusters Score -3.558598e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103220 members 
Mstep: Class 2 contains 183959 members 
Entering Unmasked Estep 
Score: -35586296.000000 Penalty: 6233.658691
	Iteration 146Q: 3 clusters Score -3.55863e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100123 members 
Mstep: Class 2 contains 187056 members 
Entering Unmasked Estep 
Score: -35586400.000000 Penalty: 6233.658691
	Iteration 147Q: 3 clusters Score -3.55864e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96541 members 
Mstep: Class 2 contains 190638 members 
Entering Unmasked Estep 
Score: -35586564.000000 Penalty: 6233.658691
	Iteration 148Q: 3 clusters Score -3.558656e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92859 members 
Mstep: Class 2 contains 194320 members 
Entering Unmasked Estep 
Score: -35586676.000000 Penalty: 6233.658691
	Iteration 149Q: 3 clusters Score -3.558668e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89179 members 
Mstep: Class 2 contains 198000 members 
Entering Unmasked Estep 
Score: -35586720.000000 Penalty: 6233.658691
	Iteration 150Q: 3 clusters Score -3.558672e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85438 members 
Mstep: Class 2 contains 201741 members 
Entering Unmasked Estep 
Score: -35587124.000000 Penalty: 6233.658691
	Iteration 151Q: 3 clusters Score -3.558712e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81601 members 
Mstep: Class 2 contains 205578 members 
Entering Unmasked Estep 
Score: -35587268.000000 Penalty: 6233.658691
	Iteration 152Q: 3 clusters Score -3.558727e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77489 members 
Mstep: Class 2 contains 209690 members 
Entering Unmasked Estep 
Score: -35587588.000000 Penalty: 6233.658691
	Iteration 153Q: 3 clusters Score -3.558759e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73320 members 
Mstep: Class 2 contains 213859 members 
Entering Unmasked Estep 
Score: -35587740.000000 Penalty: 6233.658691
	Iteration 154Q: 3 clusters Score -3.558774e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69149 members 
Mstep: Class 2 contains 218030 members 
Entering Unmasked Estep 
Score: -35587936.000000 Penalty: 6233.658691
	Iteration 155Q: 3 clusters Score -3.558794e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64791 members 
Mstep: Class 2 contains 222388 members 
Entering Unmasked Estep 
Score: -35588060.000000 Penalty: 6233.658691
	Iteration 156Q: 3 clusters Score -3.558806e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60297 members 
Mstep: Class 2 contains 226882 members 
Entering Unmasked Estep 
Score: -35588344.000000 Penalty: 6233.658691
	Iteration 157Q: 3 clusters Score -3.558834e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55743 members 
Mstep: Class 2 contains 231436 members 
Entering Unmasked Estep 
Score: -35588640.000000 Penalty: 6233.658691
	Iteration 158Q: 3 clusters Score -3.558864e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 235992 members 
Entering Unmasked Estep 
Score: -35588792.000000 Penalty: 6233.658691
	Iteration 159Q: 3 clusters Score -3.558879e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 240380 members 
Entering Unmasked Estep 
Score: -35589064.000000 Penalty: 6233.658691
	Iteration 160F: 3 clusters Score -3.558906e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 245347 members 
Entering Unmasked Estep 
Score: -35589388.000000 Penalty: 6233.658691
	Iteration 161Q: 3 clusters Score -3.558939e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 250282 members 
Entering Unmasked Estep 
Score: -35589572.000000 Penalty: 6233.658691
	Iteration 162Q: 3 clusters Score -3.558957e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 255250 members 
Entering Unmasked Estep 
Score: -35590196.000000 Penalty: 6233.658691
	Iteration 163Q: 3 clusters Score -3.55902e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 259948 members 
Entering Unmasked Estep 
Score: -35590652.000000 Penalty: 6233.658691
	Iteration 164Q: 3 clusters Score -3.559065e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 264051 members 
Entering Unmasked Estep 
Score: -35591036.000000 Penalty: 6233.658691
	Iteration 165Q: 3 clusters Score -3.559104e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 267836 members 
Entering Unmasked Estep 
Score: -35591500.000000 Penalty: 6233.658691
	Iteration 166Q: 3 clusters Score -3.55915e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 271104 members 
Entering Unmasked Estep 
Score: -35591396.000000 Penalty: 6233.658691
	Iteration 167Q: 3 clusters Score -3.55914e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 273871 members 
Entering Unmasked Estep 
Score: -35591060.000000 Penalty: 6233.658691
	Iteration 168Q: 3 clusters Score -3.559106e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 276149 members 
Entering Unmasked Estep 
Score: -35591060.000000 Penalty: 6233.658691
	Iteration 169Q: 3 clusters Score -3.559106e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 278083 members 
Entering Unmasked Estep 
Score: -35591108.000000 Penalty: 6233.658691
	Iteration 170Q: 3 clusters Score -3.559111e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 279694 members 
Entering Unmasked Estep 
Score: -35591024.000000 Penalty: 6233.658691
	Iteration 171Q: 3 clusters Score -3.559102e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 281010 members 
Entering Unmasked Estep 
Score: -35590948.000000 Penalty: 6233.658691
	Iteration 172Q: 3 clusters Score -3.559095e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 281993 members 
Entering Unmasked Estep 
Score: -35590924.000000 Penalty: 6233.658691
	Iteration 173Q: 3 clusters Score -3.559092e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 282789 members 
Entering Unmasked Estep 
Score: -35590716.000000 Penalty: 6233.658691
	Iteration 174Q: 3 clusters Score -3.559072e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 283388 members 
Entering Unmasked Estep 
Score: -35590640.000000 Penalty: 6233.658691
	Iteration 175Q: 3 clusters Score -3.559064e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 283865 members 
Entering Unmasked Estep 
Score: -35590508.000000 Penalty: 6233.658691
	Iteration 176Q: 3 clusters Score -3.559051e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 284181 members 
Entering Unmasked Estep 
Score: -35590432.000000 Penalty: 6233.658691
	Iteration 177Q: 3 clusters Score -3.559043e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 284425 members 
Entering Unmasked Estep 
Score: -35590316.000000 Penalty: 6233.658691
	Iteration 178Q: 3 clusters Score -3.559032e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 284618 members 
Entering Unmasked Estep 
Score: -35590288.000000 Penalty: 6233.658691
	Iteration 179Q: 3 clusters Score -3.559029e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 284742 members 
Entering Unmasked Estep 
Score: -35590348.000000 Penalty: 6233.658691
	Iteration 180F: 3 clusters Score -3.559035e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 284898 members 
Entering Unmasked Estep 
Score: -35590268.000000 Penalty: 6233.658691
	Iteration 181Q: 3 clusters Score -3.559027e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 285018 members 
Entering Unmasked Estep 
Score: -35590176.000000 Penalty: 6233.658691
	Iteration 182Q: 3 clusters Score -3.559018e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 285139 members 
Entering Unmasked Estep 
Score: -35590088.000000 Penalty: 6233.658691
	Iteration 183Q: 3 clusters Score -3.559009e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 285243 members 
Entering Unmasked Estep 
Score: -35590104.000000 Penalty: 6233.658691
	Iteration 184Q: 3 clusters Score -3.55901e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 285337 members 
Entering Unmasked Estep 
Score: -35590072.000000 Penalty: 6233.658691
	Iteration 185Q: 3 clusters Score -3.559007e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 285406 members 
Entering Unmasked Estep 
Score: -35590076.000000 Penalty: 6233.658691
	Iteration 186Q: 3 clusters Score -3.559008e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 285451 members 
Entering Unmasked Estep 
Score: -35590072.000000 Penalty: 6233.658691
	Iteration 187Q: 3 clusters Score -3.559007e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 285489 members 
Entering Unmasked Estep 
Score: -35590004.000000 Penalty: 6233.658691
	Iteration 188Q: 3 clusters Score -3.559e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 285526 members 
Entering Unmasked Estep 
Score: -35590004.000000 Penalty: 6233.658691
	Iteration 189Q: 3 clusters Score -3.559e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 285555 members 
Entering Unmasked Estep 
Score: -35590008.000000 Penalty: 6233.658691
	Iteration 190Q: 3 clusters Score -3.559001e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 285574 members 
Entering Unmasked Estep 
Score: -35590000.000000 Penalty: 6233.658691
	Iteration 191Q: 3 clusters Score -3.559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 285586 members 
Entering Unmasked Estep 
Score: -35589992.000000 Penalty: 6233.658691
	Iteration 192Q: 3 clusters Score -3.558999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 285598 members 
Entering Unmasked Estep 
Score: -35590000.000000 Penalty: 6233.658691
	Iteration 193Q: 3 clusters Score -3.559e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 285612 members 
Entering Unmasked Estep 
Score: -35589984.000000 Penalty: 6233.658691
	Iteration 194Q: 3 clusters Score -3.558998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 285621 members 
Entering Unmasked Estep 
Score: -35589988.000000 Penalty: 6233.658691
	Iteration 195Q: 3 clusters Score -3.558999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 285626 members 
Entering Unmasked Estep 
Score: -35589992.000000 Penalty: 6233.658691
	Iteration 196Q: 3 clusters Score -3.558999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 285631 members 
Entering Unmasked Estep 
Score: -35590000.000000 Penalty: 6233.658691
	Iteration 197Q: 3 clusters Score -3.559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 285638 members 
Entering Unmasked Estep 
Score: -35590016.000000 Penalty: 6233.658691
	Iteration 198Q: 3 clusters Score -3.559002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 285640 members 
Entering Unmasked Estep 
Score: -35590008.000000 Penalty: 6233.658691
	Iteration 199Q: 3 clusters Score -3.559001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 285642 members 
Entering Unmasked Estep 
Score: -35590008.000000 Penalty: 6233.658691
	Iteration 200F: 3 clusters Score -3.559001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -68874.976562 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -68874.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67279.335938 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -67279.34 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67465.953125 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -67465.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67520.773438 Penalty: 3172.049805
	Iteration 2Q: 3 clusters Score -67520.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67564.179688 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -67564.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67585.101562 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -67585.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67599.570312 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -67599.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67612.007812 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -67612.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67631.500000 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -67631.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67661.242188 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -67661.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67717.859375 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -67717.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67844.093750 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -67844.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67895.234375 Penalty: 3172.049805
	Iteration 11Q: 3 clusters Score -67895.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67928.195312 Penalty: 3172.049805
	Iteration 12Q: 3 clusters Score -67928.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -67956.523438 Penalty: 3172.049805
	Iteration 13Q: 3 clusters Score -67956.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -67976.093750 Penalty: 3172.049805
	Iteration 14Q: 3 clusters Score -67976.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67985.007812 Penalty: 3172.049805
	Iteration 15Q: 3 clusters Score -67985.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -67990.195312 Penalty: 3172.049805
	Iteration 16Q: 3 clusters Score -67990.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -67991.867188 Penalty: 3172.049805
	Iteration 17Q: 3 clusters Score -67991.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -67995.609375 Penalty: 3172.049805
	Iteration 18Q: 3 clusters Score -67995.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -68006.437500 Penalty: 3172.049805
	Iteration 19Q: 3 clusters Score -68006.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -68018.453125 Penalty: 3172.049805
	Iteration 20F: 3 clusters Score -68018.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -68026.437500 Penalty: 3172.049805
	Iteration 21Q: 3 clusters Score -68026.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -68031.429688 Penalty: 3172.049805
	Iteration 22Q: 3 clusters Score -68031.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -68031.429688 Penalty: 3172.049805
	Iteration 23F: 3 clusters Score -68031.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 113599 members 
Mstep: Class 4 contains 18348 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 16636 members 
Mstep: Class 8 contains 307293 members 
Mstep: Class 9 contains 59945 members 
Mstep: Class 10 contains 25924 members 
Mstep: Class 11 contains 4130 members 
Mstep: Class 12 contains 31422 members 
Mstep: Class 13 contains 14017 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 15 contains 192569 members 
Mstep: Class 16 contains 76085 members 
Mstep: Class 17 contains 20225 members 
Mstep: Class 18 contains 1013 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 30490 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 21155 members 
Mstep: Class 23 contains 11650 members 
Mstep: Class 24 contains 20221 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 287179 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154587424.000000 Penalty: 97617.203125
Iteration 119Q: 29 clusters Score -1.545874e+08 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 113428 members 
Mstep: Class 4 contains 18329 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3932 members 
Mstep: Class 7 contains 16580 members 
Mstep: Class 8 contains 307125 members 
Mstep: Class 9 contains 59880 members 
Mstep: Class 10 contains 25933 members 
Mstep: Class 11 contains 4133 members 
Mstep: Class 12 contains 31409 members 
Mstep: Class 13 contains 14020 members 
Mstep: Class 14 contains 4703 members 
Mstep: Class 15 contains 192525 members 
Mstep: Class 16 contains 76117 members 
Mstep: Class 17 contains 20460 members 
Mstep: Class 18 contains 1013 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 30492 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 21164 members 
Mstep: Class 23 contains 11646 members 
Mstep: Class 24 contains 20225 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 287382 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588048.000000 Penalty: 97617.203125
Iteration 120F: 29 clusters Score -1.54588e+08 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 113275 members 
Mstep: Class 4 contains 18295 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 16548 members 
Mstep: Class 8 contains 306993 members 
Mstep: Class 9 contains 59795 members 
Mstep: Class 10 contains 25940 members 
Mstep: Class 11 contains 4132 members 
Mstep: Class 12 contains 31389 members 
Mstep: Class 13 contains 14026 members 
Mstep: Class 14 contains 4707 members 
Mstep: Class 15 contains 192519 members 
Mstep: Class 16 contains 76148 members 
Mstep: Class 17 contains 20697 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 30499 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 21167 members 
Mstep: Class 23 contains 11645 members 
Mstep: Class 24 contains 20224 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 287519 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154587968.000000 Penalty: 97617.203125
Iteration 121Q: 29 clusters Score -1.54588e+08 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 113124 members 
Mstep: Class 4 contains 18279 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3932 members 
Mstep: Class 7 contains 16517 members 
Mstep: Class 8 contains 306807 members 
Mstep: Class 9 contains 59740 members 
Mstep: Class 10 contains 25955 members 
Mstep: Class 11 contains 4133 members 
Mstep: Class 12 contains 31366 members 
Mstep: Class 13 contains 14031 members 
Mstep: Class 14 contains 4710 members 
Mstep: Class 15 contains 192482 members 
Mstep: Class 16 contains 76188 members 
Mstep: Class 17 contains 20945 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 30498 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 21182 members 
Mstep: Class 23 contains 11636 members 
Mstep: Class 24 contains 20233 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 287660 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154587952.000000 Penalty: 97617.203125
Iteration 122Q: 29 clusters Score -1.54588e+08 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 112983 members 
Mstep: Class 4 contains 18257 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 16489 members 
Mstep: Class 8 contains 306546 members 
Mstep: Class 9 contains 59683 members 
Mstep: Class 10 contains 25970 members 
Mstep: Class 11 contains 4132 members 
Mstep: Class 12 contains 31356 members 
Mstep: Class 13 contains 14040 members 
Mstep: Class 14 contains 4713 members 
Mstep: Class 15 contains 192498 members 
Mstep: Class 16 contains 76234 members 
Mstep: Class 17 contains 21201 members 
Mstep: Class 18 contains 984 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 30500 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 21194 members 
Mstep: Class 23 contains 11625 members 
Mstep: Class 24 contains 20238 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 287788 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588512.000000 Penalty: 97617.203125
Iteration 123Q: 29 clusters Score -1.545885e+08 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 112837 members 
Mstep: Class 4 contains 18229 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3930 members 
Mstep: Class 7 contains 16454 members 
Mstep: Class 8 contains 306367 members 
Mstep: Class 9 contains 59619 members 
Mstep: Class 10 contains 25981 members 
Mstep: Class 11 contains 4129 members 
Mstep: Class 12 contains 31346 members 
Mstep: Class 13 contains 14049 members 
Mstep: Class 14 contains 4714 members 
Mstep: Class 15 contains 192493 members 
Mstep: Class 16 contains 76278 members 
Mstep: Class 17 contains 21440 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 30499 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 21197 members 
Mstep: Class 23 contains 11627 members 
Mstep: Class 24 contains 20248 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 287903 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588752.000000 Penalty: 97617.203125
Iteration 124Q: 29 clusters Score -1.545888e+08 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 112737 members 
Mstep: Class 4 contains 18206 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 16410 members 
Mstep: Class 8 contains 306221 members 
Mstep: Class 9 contains 59546 members 
Mstep: Class 10 contains 25988 members 
Mstep: Class 11 contains 4127 members 
Mstep: Class 12 contains 31333 members 
Mstep: Class 13 contains 14053 members 
Mstep: Class 14 contains 4718 members 
Mstep: Class 15 contains 192438 members 
Mstep: Class 16 contains 76326 members 
Mstep: Class 17 contains 21647 members 
Mstep: Class 18 contains 971 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 30501 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 21212 members 
Mstep: Class 23 contains 11640 members 
Mstep: Class 24 contains 20252 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 288026 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588576.000000 Penalty: 97617.203125
Iteration 125Q: 29 clusters Score -1.545886e+08 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 112617 members 
Mstep: Class 4 contains 18178 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 16376 members 
Mstep: Class 8 contains 306099 members 
Mstep: Class 9 contains 59482 members 
Mstep: Class 10 contains 25999 members 
Mstep: Class 11 contains 4125 members 
Mstep: Class 12 contains 31320 members 
Mstep: Class 13 contains 14057 members 
Mstep: Class 14 contains 4721 members 
Mstep: Class 15 contains 192351 members 
Mstep: Class 16 contains 76366 members 
Mstep: Class 17 contains 21859 members 
Mstep: Class 18 contains 966 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 30498 members 
Mstep: Class 21 contains 3165 members 
Mstep: Class 22 contains 21219 members 
Mstep: Class 23 contains 11635 members 
Mstep: Class 24 contains 20270 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 288176 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588624.000000 Penalty: 97617.203125
Iteration 126Q: 29 clusters Score -1.545886e+08 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 112518 members 
Mstep: Class 4 contains 18142 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 16325 members 
Mstep: Class 8 contains 305959 members 
Mstep: Class 9 contains 59422 members 
Mstep: Class 10 contains 26004 members 
Mstep: Class 11 contains 4125 members 
Mstep: Class 12 contains 31295 members 
Mstep: Class 13 contains 14065 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 192286 members 
Mstep: Class 16 contains 76420 members 
Mstep: Class 17 contains 22069 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 722 members 
Mstep: Class 20 contains 30498 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 21227 members 
Mstep: Class 23 contains 11631 members 
Mstep: Class 24 contains 20286 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 288317 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589072.000000 Penalty: 97617.203125
Iteration 127Q: 29 clusters Score -1.545891e+08 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 112369 members 
Mstep: Class 4 contains 18104 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 16287 members 
Mstep: Class 8 contains 305930 members 
Mstep: Class 9 contains 59357 members 
Mstep: Class 10 contains 26011 members 
Mstep: Class 11 contains 4125 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 14079 members 
Mstep: Class 14 contains 4731 members 
Mstep: Class 15 contains 192279 members 
Mstep: Class 16 contains 76469 members 
Mstep: Class 17 contains 22279 members 
Mstep: Class 18 contains 958 members 
Mstep: Class 19 contains 722 members 
Mstep: Class 20 contains 30499 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 21236 members 
Mstep: Class 23 contains 11614 members 
Mstep: Class 24 contains 20288 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 288355 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588864.000000 Penalty: 97617.203125
Iteration 128Q: 29 clusters Score -1.545889e+08 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 112230 members 
Mstep: Class 4 contains 18064 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3932 members 
Mstep: Class 7 contains 16263 members 
Mstep: Class 8 contains 305852 members 
Mstep: Class 9 contains 59273 members 
Mstep: Class 10 contains 26013 members 
Mstep: Class 11 contains 4122 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 14091 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 192274 members 
Mstep: Class 16 contains 76511 members 
Mstep: Class 17 contains 22473 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 722 members 
Mstep: Class 20 contains 30505 members 
Mstep: Class 21 contains 3177 members 
Mstep: Class 22 contains 21239 members 
Mstep: Class 23 contains 11609 members 
Mstep: Class 24 contains 20319 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 288429 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589264.000000 Penalty: 97617.203125
Iteration 129Q: 29 clusters Score -1.545893e+08 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 112100 members 
Mstep: Class 4 contains 18046 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 16252 members 
Mstep: Class 8 contains 305823 members 
Mstep: Class 9 contains 59202 members 
Mstep: Class 10 contains 26024 members 
Mstep: Class 11 contains 4122 members 
Mstep: Class 12 contains 31243 members 
Mstep: Class 13 contains 14101 members 
Mstep: Class 14 contains 4740 members 
Mstep: Class 15 contains 192249 members 
Mstep: Class 16 contains 76562 members 
Mstep: Class 17 contains 22669 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 722 members 
Mstep: Class 20 contains 30512 members 
Mstep: Class 21 contains 3182 members 
Mstep: Class 22 contains 21236 members 
Mstep: Class 23 contains 11596 members 
Mstep: Class 24 contains 20324 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 288416 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589152.000000 Penalty: 97617.203125
Iteration 130Q: 29 clusters Score -1.545892e+08 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 111952 members 
Mstep: Class 4 contains 18011 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 16246 members 
Mstep: Class 8 contains 305839 members 
Mstep: Class 9 contains 59141 members 
Mstep: Class 10 contains 26038 members 
Mstep: Class 11 contains 4120 members 
Mstep: Class 12 contains 31219 members 
Mstep: Class 13 contains 14109 members 
Mstep: Class 14 contains 4745 members 
Mstep: Class 15 contains 192234 members 
Mstep: Class 16 contains 76606 members 
Mstep: Class 17 contains 22879 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 722 members 
Mstep: Class 20 contains 30507 members 
Mstep: Class 21 contains 3185 members 
Mstep: Class 22 contains 21236 members 
Mstep: Class 23 contains 11588 members 
Mstep: Class 24 contains 20352 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 288354 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589184.000000 Penalty: 97617.203125
Iteration 131Q: 29 clusters Score -1.545892e+08 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 111813 members 
Mstep: Class 4 contains 17977 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 16238 members 
Mstep: Class 8 contains 305828 members 
Mstep: Class 9 contains 59089 members 
Mstep: Class 10 contains 26050 members 
Mstep: Class 11 contains 4116 members 
Mstep: Class 12 contains 31208 members 
Mstep: Class 13 contains 14109 members 
Mstep: Class 14 contains 4746 members 
Mstep: Class 15 contains 192229 members 
Mstep: Class 16 contains 76667 members 
Mstep: Class 17 contains 23057 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 722 members 
Mstep: Class 20 contains 30504 members 
Mstep: Class 21 contains 3178 members 
Mstep: Class 22 contains 21237 members 
Mstep: Class 23 contains 11592 members 
Mstep: Class 24 contains 20378 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 288308 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588848.000000 Penalty: 97617.203125
Iteration 132Q: 29 clusters Score -1.545888e+08 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 111684 members 
Mstep: Class 4 contains 17948 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 16224 members 
Mstep: Class 8 contains 305823 members 
Mstep: Class 9 contains 59039 members 
Mstep: Class 10 contains 26055 members 
Mstep: Class 11 contains 4117 members 
Mstep: Class 12 contains 31191 members 
Mstep: Class 13 contains 14116 members 
Mstep: Class 14 contains 4751 members 
Mstep: Class 15 contains 192220 members 
Mstep: Class 16 contains 76697 members 
Mstep: Class 17 contains 23247 members 
Mstep: Class 18 contains 948 members 
Mstep: Class 19 contains 722 members 
Mstep: Class 20 contains 30509 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 21239 members 
Mstep: Class 23 contains 11597 members 
Mstep: Class 24 contains 20396 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 288253 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588512.000000 Penalty: 97617.203125
Iteration 133Q: 29 clusters Score -1.545885e+08 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 111567 members 
Mstep: Class 4 contains 17912 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 16214 members 
Mstep: Class 8 contains 305822 members 
Mstep: Class 9 contains 58994 members 
Mstep: Class 10 contains 26052 members 
Mstep: Class 11 contains 4118 members 
Mstep: Class 12 contains 31171 members 
Mstep: Class 13 contains 14130 members 
Mstep: Class 14 contains 4760 members 
Mstep: Class 15 contains 192234 members 
Mstep: Class 16 contains 76727 members 
Mstep: Class 17 contains 23420 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 722 members 
Mstep: Class 20 contains 30515 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 21256 members 
Mstep: Class 23 contains 11597 members 
Mstep: Class 24 contains 20406 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 288171 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588480.000000 Penalty: 97617.203125
Iteration 134Q: 29 clusters Score -1.545885e+08 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 111457 members 
Mstep: Class 4 contains 17889 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 16225 members 
Mstep: Class 8 contains 305829 members 
Mstep: Class 9 contains 58952 members 
Mstep: Class 10 contains 26051 members 
Mstep: Class 11 contains 4117 members 
Mstep: Class 12 contains 31145 members 
Mstep: Class 13 contains 14148 members 
Mstep: Class 14 contains 4765 members 
Mstep: Class 15 contains 192215 members 
Mstep: Class 16 contains 76773 members 
Mstep: Class 17 contains 23605 members 
Mstep: Class 18 contains 940 members 
Mstep: Class 19 contains 722 members 
Mstep: Class 20 contains 30519 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 21274 members 
Mstep: Class 23 contains 11585 members 
Mstep: Class 24 contains 20419 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 288064 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588480.000000 Penalty: 97617.203125
Iteration 135Q: 29 clusters Score -1.545885e+08 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 111366 members 
Mstep: Class 4 contains 17864 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 16217 members 
Mstep: Class 8 contains 305730 members 
Mstep: Class 9 contains 58919 members 
Mstep: Class 10 contains 26057 members 
Mstep: Class 11 contains 4114 members 
Mstep: Class 12 contains 31136 members 
Mstep: Class 13 contains 14147 members 
Mstep: Class 14 contains 4767 members 
Mstep: Class 15 contains 192255 members 
Mstep: Class 16 contains 76794 members 
Mstep: Class 17 contains 23806 members 
Mstep: Class 18 contains 929 members 
Mstep: Class 19 contains 722 members 
Mstep: Class 20 contains 30523 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 21282 members 
Mstep: Class 23 contains 11576 members 
Mstep: Class 24 contains 20424 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 288014 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588960.000000 Penalty: 97617.203125
Iteration 136Q: 29 clusters Score -1.54589e+08 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 111273 members 
Mstep: Class 4 contains 17840 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 16215 members 
Mstep: Class 8 contains 305584 members 
Mstep: Class 9 contains 58893 members 
Mstep: Class 10 contains 26066 members 
Mstep: Class 11 contains 4113 members 
Mstep: Class 12 contains 31127 members 
Mstep: Class 13 contains 14150 members 
Mstep: Class 14 contains 4769 members 
Mstep: Class 15 contains 192283 members 
Mstep: Class 16 contains 76803 members 
Mstep: Class 17 contains 24016 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 722 members 
Mstep: Class 20 contains 30525 members 
Mstep: Class 21 contains 3165 members 
Mstep: Class 22 contains 21292 members 
Mstep: Class 23 contains 11566 members 
Mstep: Class 24 contains 20444 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 287995 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588960.000000 Penalty: 97617.203125
Iteration 137Q: 29 clusters Score -1.54589e+08 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 111155 members 
Mstep: Class 4 contains 17810 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 16215 members 
Mstep: Class 8 contains 305394 members 
Mstep: Class 9 contains 58860 members 
Mstep: Class 10 contains 26072 members 
Mstep: Class 11 contains 4111 members 
Mstep: Class 12 contains 31124 members 
Mstep: Class 13 contains 14157 members 
Mstep: Class 14 contains 4771 members 
Mstep: Class 15 contains 192337 members 
Mstep: Class 16 contains 76822 members 
Mstep: Class 17 contains 24214 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 30526 members 
Mstep: Class 21 contains 3163 members 
Mstep: Class 22 contains 21302 members 
Mstep: Class 23 contains 11558 members 
Mstep: Class 24 contains 20454 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 288041 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589440.000000 Penalty: 97617.203125
Iteration 138Q: 29 clusters Score -1.545894e+08 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 111045 members 
Mstep: Class 4 contains 17766 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3932 members 
Mstep: Class 7 contains 16212 members 
Mstep: Class 8 contains 305234 members 
Mstep: Class 9 contains 58837 members 
Mstep: Class 10 contains 26079 members 
Mstep: Class 11 contains 4108 members 
Mstep: Class 12 contains 31107 members 
Mstep: Class 13 contains 14156 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 192379 members 
Mstep: Class 16 contains 76840 members 
Mstep: Class 17 contains 24390 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 30530 members 
Mstep: Class 21 contains 3165 members 
Mstep: Class 22 contains 21317 members 
Mstep: Class 23 contains 11543 members 
Mstep: Class 24 contains 20461 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 288116 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589168.000000 Penalty: 97617.203125
Iteration 139Q: 29 clusters Score -1.545892e+08 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110942 members 
Mstep: Class 4 contains 17718 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3932 members 
Mstep: Class 7 contains 16209 members 
Mstep: Class 8 contains 305028 members 
Mstep: Class 9 contains 58811 members 
Mstep: Class 10 contains 26100 members 
Mstep: Class 11 contains 4107 members 
Mstep: Class 12 contains 31092 members 
Mstep: Class 13 contains 14156 members 
Mstep: Class 14 contains 4774 members 
Mstep: Class 15 contains 192374 members 
Mstep: Class 16 contains 76851 members 
Mstep: Class 17 contains 24574 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 30533 members 
Mstep: Class 21 contains 3164 members 
Mstep: Class 22 contains 21322 members 
Mstep: Class 23 contains 11532 members 
Mstep: Class 24 contains 20468 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 288273 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589200.000000 Penalty: 97617.203125
Iteration 140F: 29 clusters Score -1.545892e+08 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110857 members 
Mstep: Class 4 contains 17662 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3932 members 
Mstep: Class 7 contains 16188 members 
Mstep: Class 8 contains 304773 members 
Mstep: Class 9 contains 58790 members 
Mstep: Class 10 contains 26106 members 
Mstep: Class 11 contains 4107 members 
Mstep: Class 12 contains 31070 members 
Mstep: Class 13 contains 14163 members 
Mstep: Class 14 contains 4775 members 
Mstep: Class 15 contains 192400 members 
Mstep: Class 16 contains 76884 members 
Mstep: Class 17 contains 24735 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 30543 members 
Mstep: Class 21 contains 3159 members 
Mstep: Class 22 contains 21335 members 
Mstep: Class 23 contains 11519 members 
Mstep: Class 24 contains 20462 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 288473 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589120.000000 Penalty: 97617.203125
Iteration 141Q: 29 clusters Score -1.545891e+08 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110788 members 
Mstep: Class 4 contains 17615 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3932 members 
Mstep: Class 7 contains 16167 members 
Mstep: Class 8 contains 304476 members 
Mstep: Class 9 contains 58781 members 
Mstep: Class 10 contains 26120 members 
Mstep: Class 11 contains 4108 members 
Mstep: Class 12 contains 31043 members 
Mstep: Class 13 contains 14170 members 
Mstep: Class 14 contains 4775 members 
Mstep: Class 15 contains 192409 members 
Mstep: Class 16 contains 76901 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 30539 members 
Mstep: Class 21 contains 3158 members 
Mstep: Class 22 contains 21358 members 
Mstep: Class 23 contains 11506 members 
Mstep: Class 24 contains 20471 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 288707 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589360.000000 Penalty: 97617.203125
Iteration 142Q: 29 clusters Score -1.545894e+08 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110708 members 
Mstep: Class 4 contains 17561 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3933 members 
Mstep: Class 7 contains 16156 members 
Mstep: Class 8 contains 304199 members 
Mstep: Class 9 contains 58762 members 
Mstep: Class 10 contains 26124 members 
Mstep: Class 11 contains 4112 members 
Mstep: Class 12 contains 31025 members 
Mstep: Class 13 contains 14184 members 
Mstep: Class 14 contains 4776 members 
Mstep: Class 15 contains 192413 members 
Mstep: Class 16 contains 76923 members 
Mstep: Class 17 contains 25055 members 
Mstep: Class 18 contains 905 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 30538 members 
Mstep: Class 21 contains 3157 members 
Mstep: Class 22 contains 21373 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 20488 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 288918 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589632.000000 Penalty: 97617.203125
Iteration 143Q: 29 clusters Score -1.545896e+08 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110608 members 
Mstep: Class 4 contains 17483 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3933 members 
Mstep: Class 7 contains 16146 members 
Mstep: Class 8 contains 304024 members 
Mstep: Class 9 contains 58753 members 
Mstep: Class 10 contains 26129 members 
Mstep: Class 11 contains 4113 members 
Mstep: Class 12 contains 31012 members 
Mstep: Class 13 contains 14191 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 192417 members 
Mstep: Class 16 contains 76925 members 
Mstep: Class 17 contains 25242 members 
Mstep: Class 18 contains 901 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 30542 members 
Mstep: Class 21 contains 3157 members 
Mstep: Class 22 contains 21379 members 
Mstep: Class 23 contains 11487 members 
Mstep: Class 24 contains 20507 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 289053 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589648.000000 Penalty: 97617.203125
Iteration 144Q: 29 clusters Score -1.545896e+08 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110511 members 
Mstep: Class 4 contains 17412 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3934 members 
Mstep: Class 7 contains 16139 members 
Mstep: Class 8 contains 303824 members 
Mstep: Class 9 contains 58746 members 
Mstep: Class 10 contains 26134 members 
Mstep: Class 11 contains 4117 members 
Mstep: Class 12 contains 31002 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 192391 members 
Mstep: Class 16 contains 76929 members 
Mstep: Class 17 contains 25417 members 
Mstep: Class 18 contains 896 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 30538 members 
Mstep: Class 21 contains 3150 members 
Mstep: Class 22 contains 21385 members 
Mstep: Class 23 contains 11481 members 
Mstep: Class 24 contains 20524 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 289249 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589584.000000 Penalty: 97617.203125
Iteration 145Q: 29 clusters Score -1.545896e+08 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110404 members 
Mstep: Class 4 contains 17337 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3936 members 
Mstep: Class 7 contains 16126 members 
Mstep: Class 8 contains 303637 members 
Mstep: Class 9 contains 58736 members 
Mstep: Class 10 contains 26142 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 31000 members 
Mstep: Class 13 contains 14198 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 192423 members 
Mstep: Class 16 contains 76946 members 
Mstep: Class 17 contains 25598 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 30537 members 
Mstep: Class 21 contains 3144 members 
Mstep: Class 22 contains 21390 members 
Mstep: Class 23 contains 11469 members 
Mstep: Class 24 contains 20539 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 289371 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589968.000000 Penalty: 97617.203125
Iteration 146Q: 29 clusters Score -1.5459e+08 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110349 members 
Mstep: Class 4 contains 17263 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3936 members 
Mstep: Class 7 contains 16122 members 
Mstep: Class 8 contains 303449 members 
Mstep: Class 9 contains 58708 members 
Mstep: Class 10 contains 26149 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 30990 members 
Mstep: Class 13 contains 14209 members 
Mstep: Class 14 contains 4786 members 
Mstep: Class 15 contains 192423 members 
Mstep: Class 16 contains 76969 members 
Mstep: Class 17 contains 25773 members 
Mstep: Class 18 contains 888 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 30548 members 
Mstep: Class 21 contains 3144 members 
Mstep: Class 22 contains 21394 members 
Mstep: Class 23 contains 11457 members 
Mstep: Class 24 contains 20539 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 289480 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154590208.000000 Penalty: 97617.203125
Iteration 147Q: 29 clusters Score -1.545902e+08 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110278 members 
Mstep: Class 4 contains 17196 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3938 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 303269 members 
Mstep: Class 9 contains 58661 members 
Mstep: Class 10 contains 26153 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 30987 members 
Mstep: Class 13 contains 14215 members 
Mstep: Class 14 contains 4788 members 
Mstep: Class 15 contains 192391 members 
Mstep: Class 16 contains 76998 members 
Mstep: Class 17 contains 25935 members 
Mstep: Class 18 contains 884 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 30548 members 
Mstep: Class 21 contains 3145 members 
Mstep: Class 22 contains 21397 members 
Mstep: Class 23 contains 11451 members 
Mstep: Class 24 contains 20527 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 289686 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154590384.000000 Penalty: 97617.203125
Iteration 148Q: 29 clusters Score -1.545904e+08 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110199 members 
Mstep: Class 4 contains 17126 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3938 members 
Mstep: Class 7 contains 16088 members 
Mstep: Class 8 contains 303087 members 
Mstep: Class 9 contains 58630 members 
Mstep: Class 10 contains 26159 members 
Mstep: Class 11 contains 4120 members 
Mstep: Class 12 contains 30984 members 
Mstep: Class 13 contains 14216 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 192365 members 
Mstep: Class 16 contains 77032 members 
Mstep: Class 17 contains 26090 members 
Mstep: Class 18 contains 884 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 30546 members 
Mstep: Class 21 contains 3144 members 
Mstep: Class 22 contains 21395 members 
Mstep: Class 23 contains 11443 members 
Mstep: Class 24 contains 20544 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 289864 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154590720.000000 Penalty: 97617.203125
Iteration 149Q: 29 clusters Score -1.545907e+08 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110131 members 
Mstep: Class 4 contains 17078 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 16076 members 
Mstep: Class 8 contains 302901 members 
Mstep: Class 9 contains 58610 members 
Mstep: Class 10 contains 26164 members 
Mstep: Class 11 contains 4120 members 
Mstep: Class 12 contains 30980 members 
Mstep: Class 13 contains 14220 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 192283 members 
Mstep: Class 16 contains 77046 members 
Mstep: Class 17 contains 26237 members 
Mstep: Class 18 contains 880 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 30543 members 
Mstep: Class 21 contains 3145 members 
Mstep: Class 22 contains 21396 members 
Mstep: Class 23 contains 11440 members 
Mstep: Class 24 contains 20569 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 290078 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591040.000000 Penalty: 97617.203125
Iteration 150Q: 29 clusters Score -1.54591e+08 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110072 members 
Mstep: Class 4 contains 17030 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3940 members 
Mstep: Class 7 contains 16071 members 
Mstep: Class 8 contains 302783 members 
Mstep: Class 9 contains 58579 members 
Mstep: Class 10 contains 26172 members 
Mstep: Class 11 contains 4122 members 
Mstep: Class 12 contains 30973 members 
Mstep: Class 13 contains 14227 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 192265 members 
Mstep: Class 16 contains 77047 members 
Mstep: Class 17 contains 26382 members 
Mstep: Class 18 contains 879 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 30541 members 
Mstep: Class 21 contains 3145 members 
Mstep: Class 22 contains 21404 members 
Mstep: Class 23 contains 11434 members 
Mstep: Class 24 contains 20588 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 290151 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154590624.000000 Penalty: 97617.203125
Iteration 151Q: 29 clusters Score -1.545906e+08 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110018 members 
Mstep: Class 4 contains 16982 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3941 members 
Mstep: Class 7 contains 16076 members 
Mstep: Class 8 contains 302655 members 
Mstep: Class 9 contains 58568 members 
Mstep: Class 10 contains 26183 members 
Mstep: Class 11 contains 4127 members 
Mstep: Class 12 contains 30963 members 
Mstep: Class 13 contains 14232 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 192230 members 
Mstep: Class 16 contains 77046 members 
Mstep: Class 17 contains 26519 members 
Mstep: Class 18 contains 876 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 30544 members 
Mstep: Class 21 contains 3144 members 
Mstep: Class 22 contains 21400 members 
Mstep: Class 23 contains 11422 members 
Mstep: Class 24 contains 20608 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 290243 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591392.000000 Penalty: 97617.203125
Iteration 152Q: 29 clusters Score -1.545914e+08 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109944 members 
Mstep: Class 4 contains 16950 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3937 members 
Mstep: Class 7 contains 16082 members 
Mstep: Class 8 contains 302458 members 
Mstep: Class 9 contains 58544 members 
Mstep: Class 10 contains 26191 members 
Mstep: Class 11 contains 4127 members 
Mstep: Class 12 contains 30949 members 
Mstep: Class 13 contains 14234 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 192187 members 
Mstep: Class 16 contains 77054 members 
Mstep: Class 17 contains 26641 members 
Mstep: Class 18 contains 875 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 30545 members 
Mstep: Class 21 contains 3143 members 
Mstep: Class 22 contains 21411 members 
Mstep: Class 23 contains 11417 members 
Mstep: Class 24 contains 20615 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 290442 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591056.000000 Penalty: 97617.203125
Iteration 153Q: 29 clusters Score -1.545911e+08 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109900 members 
Mstep: Class 4 contains 16906 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3936 members 
Mstep: Class 7 contains 16083 members 
Mstep: Class 8 contains 302293 members 
Mstep: Class 9 contains 58527 members 
Mstep: Class 10 contains 26199 members 
Mstep: Class 11 contains 4125 members 
Mstep: Class 12 contains 30942 members 
Mstep: Class 13 contains 14243 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 192164 members 
Mstep: Class 16 contains 77039 members 
Mstep: Class 17 contains 26760 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 30543 members 
Mstep: Class 21 contains 3142 members 
Mstep: Class 22 contains 21423 members 
Mstep: Class 23 contains 11400 members 
Mstep: Class 24 contains 20639 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 290571 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591424.000000 Penalty: 97617.203125
Iteration 154Q: 29 clusters Score -1.545914e+08 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109845 members 
Mstep: Class 4 contains 16875 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 3937 members 
Mstep: Class 7 contains 16081 members 
Mstep: Class 8 contains 302135 members 
Mstep: Class 9 contains 58517 members 
Mstep: Class 10 contains 26205 members 
Mstep: Class 11 contains 4126 members 
Mstep: Class 12 contains 30931 members 
Mstep: Class 13 contains 14251 members 
Mstep: Class 14 contains 4794 members 
Mstep: Class 15 contains 192157 members 
Mstep: Class 16 contains 77051 members 
Mstep: Class 17 contains 26875 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 30543 members 
Mstep: Class 21 contains 3139 members 
Mstep: Class 22 contains 21429 members 
Mstep: Class 23 contains 11385 members 
Mstep: Class 24 contains 20647 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 290678 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591232.000000 Penalty: 97617.203125
Iteration 155Q: 29 clusters Score -1.545912e+08 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109792 members 
Mstep: Class 4 contains 16847 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 3938 members 
Mstep: Class 7 contains 16085 members 
Mstep: Class 8 contains 302008 members 
Mstep: Class 9 contains 58509 members 
Mstep: Class 10 contains 26219 members 
Mstep: Class 11 contains 4130 members 
Mstep: Class 12 contains 30918 members 
Mstep: Class 13 contains 14257 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 192151 members 
Mstep: Class 16 contains 77043 members 
Mstep: Class 17 contains 26984 members 
Mstep: Class 18 contains 865 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 30543 members 
Mstep: Class 21 contains 3137 members 
Mstep: Class 22 contains 21438 members 
Mstep: Class 23 contains 11374 members 
Mstep: Class 24 contains 20665 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 290742 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591536.000000 Penalty: 97617.203125
Iteration 156Q: 29 clusters Score -1.545915e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109722 members 
Mstep: Class 4 contains 16825 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 16094 members 
Mstep: Class 8 contains 301840 members 
Mstep: Class 9 contains 58489 members 
Mstep: Class 10 contains 26228 members 
Mstep: Class 11 contains 4134 members 
Mstep: Class 12 contains 30894 members 
Mstep: Class 13 contains 14276 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 192176 members 
Mstep: Class 16 contains 77054 members 
Mstep: Class 17 contains 27091 members 
Mstep: Class 18 contains 865 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 30543 members 
Mstep: Class 21 contains 3136 members 
Mstep: Class 22 contains 21450 members 
Mstep: Class 23 contains 11369 members 
Mstep: Class 24 contains 20678 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 290811 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591440.000000 Penalty: 97617.203125
Iteration 157Q: 29 clusters Score -1.545914e+08 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109676 members 
Mstep: Class 4 contains 16799 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 16077 members 
Mstep: Class 8 contains 301599 members 
Mstep: Class 9 contains 58476 members 
Mstep: Class 10 contains 26237 members 
Mstep: Class 11 contains 4134 members 
Mstep: Class 12 contains 30866 members 
Mstep: Class 13 contains 14289 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 192197 members 
Mstep: Class 16 contains 77047 members 
Mstep: Class 17 contains 27193 members 
Mstep: Class 18 contains 865 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 30543 members 
Mstep: Class 21 contains 3136 members 
Mstep: Class 22 contains 21469 members 
Mstep: Class 23 contains 11362 members 
Mstep: Class 24 contains 20705 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 290976 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591200.000000 Penalty: 97617.203125
Iteration 158Q: 29 clusters Score -1.545912e+08 nChanged 2240
Entering ConstructFrom: 
Score: -154591200.000000 Penalty: 97617.203125
Entering ConstructFrom: 
Trying to split cluster 1 (8644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Entering Unmasked Estep 
Score: -1028262.187500 Penalty: 2248.025879
	Iteration 0F: 2 clusters Score -1028262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1021487.500000 Penalty: 4496.051758
	Iteration 0F: 3 clusters Score -1021488 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1023394.937500 Penalty: 4496.051758
	Iteration 1F: 3 clusters Score -1023395 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1023692.250000 Penalty: 4496.051758
	Iteration 2F: 3 clusters Score -1023692 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1023912.500000 Penalty: 4496.051758
	Iteration 3F: 3 clusters Score -1023912 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1024097.062500 Penalty: 4496.051758
	Iteration 4Q: 3 clusters Score -1024097 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1024265.500000 Penalty: 4496.051758
	Iteration 5Q: 3 clusters Score -1024266 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1024397.562500 Penalty: 4496.051758
	Iteration 6Q: 3 clusters Score -1024398 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1024533.687500 Penalty: 4496.051758
	Iteration 7Q: 3 clusters Score -1024534 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1024660.562500 Penalty: 4496.051758
	Iteration 8Q: 3 clusters Score -1024661 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1024801.625000 Penalty: 4496.051758
	Iteration 9Q: 3 clusters Score -1024802 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1024966.000000 Penalty: 4496.051758
	Iteration 10Q: 3 clusters Score -1024966 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1025129.062500 Penalty: 4496.051758
	Iteration 11Q: 3 clusters Score -1025129 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1025270.937500 Penalty: 4496.051758
	Iteration 12Q: 3 clusters Score -1025271 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1025424.000000 Penalty: 4496.051758
	Iteration 13Q: 3 clusters Score -1025424 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1025587.750000 Penalty: 4496.051758
	Iteration 14Q: 3 clusters Score -1025588 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1025752.000000 Penalty: 4496.051758
	Iteration 15Q: 3 clusters Score -1025752 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1025889.187500 Penalty: 4496.051758
	Iteration 16Q: 3 clusters Score -1025889 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1026013.500000 Penalty: 4496.051758
	Iteration 17Q: 3 clusters Score -1026014 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1026091.937500 Penalty: 4496.051758
	Iteration 18Q: 3 clusters Score -1026092 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1026154.375000 Penalty: 4496.051758
	Iteration 19Q: 3 clusters Score -1026154 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1026198.937500 Penalty: 4496.051758
	Iteration 20F: 3 clusters Score -1026199 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1026250.625000 Penalty: 4496.051758
	Iteration 21Q: 3 clusters Score -1026251 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1026291.250000 Penalty: 4496.051758
	Iteration 22Q: 3 clusters Score -1026291 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1026317.937500 Penalty: 4496.051758
	Iteration 23Q: 3 clusters Score -1026318 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1026337.125000 Penalty: 4496.051758
	Iteration 24Q: 3 clusters Score -1026337 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1026355.312500 Penalty: 4496.051758
	Iteration 25Q: 3 clusters Score -1026355 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1026367.375000 Penalty: 4496.051758
	Iteration 26Q: 3 clusters Score -1026367 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1026377.625000 Penalty: 4496.051758
	Iteration 27Q: 3 clusters Score -1026378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1026390.000000 Penalty: 4496.051758
	Iteration 28Q: 3 clusters Score -1026390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1026395.250000 Penalty: 4496.051758
	Iteration 29Q: 3 clusters Score -1026395 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1026401.375000 Penalty: 4496.051758
	Iteration 30Q: 3 clusters Score -1026401 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1026407.312500 Penalty: 4496.051758
	Iteration 31Q: 3 clusters Score -1026407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1026409.437500 Penalty: 4496.051758
	Iteration 32Q: 3 clusters Score -1026409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1026415.687500 Penalty: 4496.051758
	Iteration 33Q: 3 clusters Score -1026416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1026416.625000 Penalty: 4496.051758
	Iteration 34Q: 3 clusters Score -1026417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1026417.375000 Penalty: 4496.051758
	Iteration 35Q: 3 clusters Score -1026417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1026420.687500 Penalty: 4496.051758
	Iteration 36Q: 3 clusters Score -1026421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1026424.187500 Penalty: 4496.051758
	Iteration 37Q: 3 clusters Score -1026424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1026428.312500 Penalty: 4496.051758
	Iteration 38Q: 3 clusters Score -1026428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1026428.437500 Penalty: 4496.051758
	Iteration 39Q: 3 clusters Score -1026428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1026429.375000 Penalty: 4496.051758
	Iteration 40F: 3 clusters Score -1026429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1026428.750000 Penalty: 4496.051758
	Iteration 41Q: 3 clusters Score -1026429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1026430.000000 Penalty: 4496.051758
	Iteration 42Q: 3 clusters Score -1026430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1026429.187500 Penalty: 4496.051758
	Iteration 43Q: 3 clusters Score -1026429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1026429.187500 Penalty: 4496.051758
	Iteration 44F: 3 clusters Score -1026429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -19375.312500 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -19375.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18250.949219 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -18250.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18265.208984 Penalty: 2572.943359
	Iteration 1Q: 3 clusters Score -18265.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18282.929688 Penalty: 2572.943359
	Iteration 2Q: 3 clusters Score -18282.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18292.279297 Penalty: 2572.943359
	Iteration 3Q: 3 clusters Score -18292.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18298.339844 Penalty: 2572.943359
	Iteration 4Q: 3 clusters Score -18298.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18298.339844 Penalty: 2572.943359
	Iteration 5F: 3 clusters Score -18298.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (109656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109656 members 
Entering Unmasked Estep 
Score: -13773147.000000 Penalty: 2878.065674
	Iteration 0F: 2 clusters Score -1.377315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 54864 members 
Entering Unmasked Estep 
Score: -13699879.000000 Penalty: 5756.131348
	Iteration 0F: 3 clusters Score -1.369988e+07 nChanged 51881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -13729490.000000 Penalty: 5756.131348
	Iteration 1F: 3 clusters Score -1.372949e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 54226 members 
Entering Unmasked Estep 
Score: -13730049.000000 Penalty: 5756.131348
	Iteration 2Q: 3 clusters Score -1.373005e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
Score: -13730686.000000 Penalty: 5756.131348
	Iteration 3Q: 3 clusters Score -1.373069e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 53452 members 
Entering Unmasked Estep 
Score: -13731378.000000 Penalty: 5756.131348
	Iteration 4Q: 3 clusters Score -1.373138e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 52771 members 
Entering Unmasked Estep 
Score: -13732255.000000 Penalty: 5756.131348
	Iteration 5Q: 3 clusters Score -1.373226e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -13733346.000000 Penalty: 5756.131348
	Iteration 6Q: 3 clusters Score -1.373335e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59186 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -13734959.000000 Penalty: 5756.131348
	Iteration 7Q: 3 clusters Score -1.373496e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -13737391.000000 Penalty: 5756.131348
	Iteration 8Q: 3 clusters Score -1.373739e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63548 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -13740696.000000 Penalty: 5756.131348
	Iteration 9F: 3 clusters Score -1.37407e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -13745525.000000 Penalty: 5756.131348
	Iteration 10F: 3 clusters Score -1.374552e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69637 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -13750765.000000 Penalty: 5756.131348
	Iteration 11F: 3 clusters Score -1.375076e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72282 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -13755413.000000 Penalty: 5756.131348
	Iteration 12F: 3 clusters Score -1.375541e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74452 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -13758081.000000 Penalty: 5756.131348
	Iteration 13Q: 3 clusters Score -1.375808e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76263 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -13759583.000000 Penalty: 5756.131348
	Iteration 14Q: 3 clusters Score -1.375958e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77917 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -13760454.000000 Penalty: 5756.131348
	Iteration 15Q: 3 clusters Score -1.376045e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -13761145.000000 Penalty: 5756.131348
	Iteration 16Q: 3 clusters Score -1.376114e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -13761919.000000 Penalty: 5756.131348
	Iteration 17Q: 3 clusters Score -1.376192e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83029 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -13762681.000000 Penalty: 5756.131348
	Iteration 18Q: 3 clusters Score -1.376268e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84797 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -13763307.000000 Penalty: 5756.131348
	Iteration 19Q: 3 clusters Score -1.376331e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86467 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -13764074.000000 Penalty: 5756.131348
	Iteration 20F: 3 clusters Score -1.376407e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88023 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -13764715.000000 Penalty: 5756.131348
	Iteration 21Q: 3 clusters Score -1.376472e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89574 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -13765385.000000 Penalty: 5756.131348
	Iteration 22Q: 3 clusters Score -1.376538e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91040 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -13765885.000000 Penalty: 5756.131348
	Iteration 23Q: 3 clusters Score -1.376588e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -13766391.000000 Penalty: 5756.131348
	Iteration 24Q: 3 clusters Score -1.376639e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93705 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -13766811.000000 Penalty: 5756.131348
	Iteration 25Q: 3 clusters Score -1.376681e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94927 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -13767209.000000 Penalty: 5756.131348
	Iteration 26Q: 3 clusters Score -1.376721e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96059 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -13767584.000000 Penalty: 5756.131348
	Iteration 27Q: 3 clusters Score -1.376758e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97104 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -13767937.000000 Penalty: 5756.131348
	Iteration 28Q: 3 clusters Score -1.376794e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98067 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -13768229.000000 Penalty: 5756.131348
	Iteration 29Q: 3 clusters Score -1.376823e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98969 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -13768567.000000 Penalty: 5756.131348
	Iteration 30Q: 3 clusters Score -1.376857e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99807 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -13768819.000000 Penalty: 5756.131348
	Iteration 31Q: 3 clusters Score -1.376882e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100625 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -13769072.000000 Penalty: 5756.131348
	Iteration 32Q: 3 clusters Score -1.376907e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101354 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -13769322.000000 Penalty: 5756.131348
	Iteration 33Q: 3 clusters Score -1.376932e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102047 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -13769561.000000 Penalty: 5756.131348
	Iteration 34Q: 3 clusters Score -1.376956e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102690 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -13769765.000000 Penalty: 5756.131348
	Iteration 35Q: 3 clusters Score -1.376976e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103270 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -13770061.000000 Penalty: 5756.131348
	Iteration 36Q: 3 clusters Score -1.377006e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103822 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -13770294.000000 Penalty: 5756.131348
	Iteration 37Q: 3 clusters Score -1.377029e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104291 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -13770472.000000 Penalty: 5756.131348
	Iteration 38Q: 3 clusters Score -1.377047e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104715 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -13770707.000000 Penalty: 5756.131348
	Iteration 39Q: 3 clusters Score -1.377071e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105085 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -13770897.000000 Penalty: 5756.131348
	Iteration 40F: 3 clusters Score -1.37709e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105393 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -13771031.000000 Penalty: 5756.131348
	Iteration 41Q: 3 clusters Score -1.377103e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105661 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -13771124.000000 Penalty: 5756.131348
	Iteration 42Q: 3 clusters Score -1.377112e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105891 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -13771212.000000 Penalty: 5756.131348
	Iteration 43Q: 3 clusters Score -1.377121e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106068 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -13771286.000000 Penalty: 5756.131348
	Iteration 44Q: 3 clusters Score -1.377129e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106208 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -13771334.000000 Penalty: 5756.131348
	Iteration 45Q: 3 clusters Score -1.377133e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106311 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -13771386.000000 Penalty: 5756.131348
	Iteration 46Q: 3 clusters Score -1.377139e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106389 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -13771405.000000 Penalty: 5756.131348
	Iteration 47Q: 3 clusters Score -1.37714e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106448 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -13771428.000000 Penalty: 5756.131348
	Iteration 48Q: 3 clusters Score -1.377143e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106504 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -13771476.000000 Penalty: 5756.131348
	Iteration 49Q: 3 clusters Score -1.377148e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106577 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -13771500.000000 Penalty: 5756.131348
	Iteration 50Q: 3 clusters Score -1.37715e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106634 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -13771496.000000 Penalty: 5756.131348
	Iteration 51Q: 3 clusters Score -1.37715e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106692 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -13771490.000000 Penalty: 5756.131348
	Iteration 52Q: 3 clusters Score -1.377149e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106738 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -13771516.000000 Penalty: 5756.131348
	Iteration 53Q: 3 clusters Score -1.377152e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106787 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -13771502.000000 Penalty: 5756.131348
	Iteration 54Q: 3 clusters Score -1.37715e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106831 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -13771540.000000 Penalty: 5756.131348
	Iteration 55Q: 3 clusters Score -1.377154e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106872 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -13771545.000000 Penalty: 5756.131348
	Iteration 56Q: 3 clusters Score -1.377154e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106914 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -13771557.000000 Penalty: 5756.131348
	Iteration 57Q: 3 clusters Score -1.377156e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106944 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -13771597.000000 Penalty: 5756.131348
	Iteration 58Q: 3 clusters Score -1.37716e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106966 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -13771609.000000 Penalty: 5756.131348
	Iteration 59Q: 3 clusters Score -1.377161e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106989 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -13771588.000000 Penalty: 5756.131348
	Iteration 60F: 3 clusters Score -1.377159e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107002 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -13771589.000000 Penalty: 5756.131348
	Iteration 61Q: 3 clusters Score -1.377159e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107013 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -13771599.000000 Penalty: 5756.131348
	Iteration 62Q: 3 clusters Score -1.37716e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107022 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -13771591.000000 Penalty: 5756.131348
	Iteration 63Q: 3 clusters Score -1.377159e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107031 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -13771597.000000 Penalty: 5756.131348
	Iteration 64Q: 3 clusters Score -1.37716e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107042 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -13771606.000000 Penalty: 5756.131348
	Iteration 65Q: 3 clusters Score -1.377161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107045 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -13771614.000000 Penalty: 5756.131348
	Iteration 66Q: 3 clusters Score -1.377161e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107054 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -13771606.000000 Penalty: 5756.131348
	Iteration 67Q: 3 clusters Score -1.377161e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107062 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -13771619.000000 Penalty: 5756.131348
	Iteration 68Q: 3 clusters Score -1.377162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107066 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -13771609.000000 Penalty: 5756.131348
	Iteration 69Q: 3 clusters Score -1.377161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107069 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -13771605.000000 Penalty: 5756.131348
	Iteration 70Q: 3 clusters Score -1.37716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107072 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -13771606.000000 Penalty: 5756.131348
	Iteration 71Q: 3 clusters Score -1.377161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107074 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -13771605.000000 Penalty: 5756.131348
	Iteration 72Q: 3 clusters Score -1.37716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107075 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -13771609.000000 Penalty: 5756.131348
	Iteration 73Q: 3 clusters Score -1.377161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107078 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -13771606.000000 Penalty: 5756.131348
	Iteration 74Q: 3 clusters Score -1.377161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107079 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -13771598.000000 Penalty: 5756.131348
	Iteration 75Q: 3 clusters Score -1.37716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107082 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -13771594.000000 Penalty: 5756.131348
	Iteration 76Q: 3 clusters Score -1.377159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107084 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -13771599.000000 Penalty: 5756.131348
	Iteration 77Q: 3 clusters Score -1.37716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107085 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -13771599.000000 Penalty: 5756.131348
	Iteration 78Q: 3 clusters Score -1.37716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107088 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -13771600.000000 Penalty: 5756.131348
	Iteration 79Q: 3 clusters Score -1.37716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107090 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -13771598.000000 Penalty: 5756.131348
	Iteration 80F: 3 clusters Score -1.37716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107094 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -13771587.000000 Penalty: 5756.131348
	Iteration 81Q: 3 clusters Score -1.377159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107097 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -13771600.000000 Penalty: 5756.131348
	Iteration 82Q: 3 clusters Score -1.37716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107097 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -13771600.000000 Penalty: 5756.131348
	Iteration 83Q: 3 clusters Score -1.37716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107096 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -13771615.000000 Penalty: 5756.131348
	Iteration 84Q: 3 clusters Score -1.377162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107103 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -13771610.000000 Penalty: 5756.131348
	Iteration 85Q: 3 clusters Score -1.377161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107104 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -13771610.000000 Penalty: 5756.131348
	Iteration 86Q: 3 clusters Score -1.377161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107104 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -13771611.000000 Penalty: 5756.131348
	Iteration 87Q: 3 clusters Score -1.377161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107105 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -13771602.000000 Penalty: 5756.131348
	Iteration 88Q: 3 clusters Score -1.37716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107105 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -13771602.000000 Penalty: 5756.131348
	Iteration 89F: 3 clusters Score -1.37716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Entering Unmasked Estep 
Score: -2092374.625000 Penalty: 2412.381836
	Iteration 0F: 2 clusters Score -2092375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2080377.375000 Penalty: 4824.763672
	Iteration 0F: 3 clusters Score -2080377 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2084211.500000 Penalty: 4824.763672
	Iteration 1F: 3 clusters Score -2084212 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2084585.625000 Penalty: 4824.763672
	Iteration 2F: 3 clusters Score -2084586 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2084907.000000 Penalty: 4824.763672
	Iteration 3Q: 3 clusters Score -2084907 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2085241.875000 Penalty: 4824.763672
	Iteration 4Q: 3 clusters Score -2085242 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2085611.125000 Penalty: 4824.763672
	Iteration 5Q: 3 clusters Score -2085611 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2086001.000000 Penalty: 4824.763672
	Iteration 6Q: 3 clusters Score -2086001 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2086458.750000 Penalty: 4824.763672
	Iteration 7Q: 3 clusters Score -2086459 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2086921.250000 Penalty: 4824.763672
	Iteration 8Q: 3 clusters Score -2086921 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2087377.250000 Penalty: 4824.763672
	Iteration 9Q: 3 clusters Score -2087377 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2087791.750000 Penalty: 4824.763672
	Iteration 10Q: 3 clusters Score -2087792 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2088220.875000 Penalty: 4824.763672
	Iteration 11Q: 3 clusters Score -2088221 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2088667.750000 Penalty: 4824.763672
	Iteration 12Q: 3 clusters Score -2088668 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2089080.250000 Penalty: 4824.763672
	Iteration 13Q: 3 clusters Score -2089080 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2089401.625000 Penalty: 4824.763672
	Iteration 14Q: 3 clusters Score -2089402 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2089604.625000 Penalty: 4824.763672
	Iteration 15Q: 3 clusters Score -2089605 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2089763.875000 Penalty: 4824.763672
	Iteration 16Q: 3 clusters Score -2089764 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2089862.750000 Penalty: 4824.763672
	Iteration 17Q: 3 clusters Score -2089863 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2089934.625000 Penalty: 4824.763672
	Iteration 18Q: 3 clusters Score -2089935 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2089988.250000 Penalty: 4824.763672
	Iteration 19Q: 3 clusters Score -2089988 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2090033.250000 Penalty: 4824.763672
	Iteration 20F: 3 clusters Score -2090033 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2090068.375000 Penalty: 4824.763672
	Iteration 21Q: 3 clusters Score -2090068 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2090110.875000 Penalty: 4824.763672
	Iteration 22Q: 3 clusters Score -2090111 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2090142.375000 Penalty: 4824.763672
	Iteration 23Q: 3 clusters Score -2090142 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2090171.000000 Penalty: 4824.763672
	Iteration 24Q: 3 clusters Score -2090171 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2090191.375000 Penalty: 4824.763672
	Iteration 25Q: 3 clusters Score -2090191 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2090214.750000 Penalty: 4824.763672
	Iteration 26Q: 3 clusters Score -2090215 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2090242.750000 Penalty: 4824.763672
	Iteration 27Q: 3 clusters Score -2090243 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2090268.750000 Penalty: 4824.763672
	Iteration 28Q: 3 clusters Score -2090269 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2090279.125000 Penalty: 4824.763672
	Iteration 29Q: 3 clusters Score -2090279 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2090308.125000 Penalty: 4824.763672
	Iteration 30Q: 3 clusters Score -2090308 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2090329.000000 Penalty: 4824.763672
	Iteration 31Q: 3 clusters Score -2090329 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2090350.875000 Penalty: 4824.763672
	Iteration 32Q: 3 clusters Score -2090351 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2090393.000000 Penalty: 4824.763672
	Iteration 33Q: 3 clusters Score -2090393 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2090450.000000 Penalty: 4824.763672
	Iteration 34Q: 3 clusters Score -2090450 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2090509.375000 Penalty: 4824.763672
	Iteration 35Q: 3 clusters Score -2090509 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2090595.000000 Penalty: 4824.763672
	Iteration 36Q: 3 clusters Score -2090595 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2090704.000000 Penalty: 4824.763672
	Iteration 37Q: 3 clusters Score -2090704 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2090828.000000 Penalty: 4824.763672
	Iteration 38Q: 3 clusters Score -2090828 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2090949.500000 Penalty: 4824.763672
	Iteration 39Q: 3 clusters Score -2090950 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2091017.250000 Penalty: 4824.763672
	Iteration 40F: 3 clusters Score -2091017 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2091051.875000 Penalty: 4824.763672
	Iteration 41Q: 3 clusters Score -2091052 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2091071.625000 Penalty: 4824.763672
	Iteration 42Q: 3 clusters Score -2091072 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2091087.875000 Penalty: 4824.763672
	Iteration 43Q: 3 clusters Score -2091088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2091087.500000 Penalty: 4824.763672
	Iteration 44Q: 3 clusters Score -2091088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2091095.125000 Penalty: 4824.763672
	Iteration 45Q: 3 clusters Score -2091095 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2091106.875000 Penalty: 4824.763672
	Iteration 46Q: 3 clusters Score -2091107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2091114.250000 Penalty: 4824.763672
	Iteration 47Q: 3 clusters Score -2091114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2091113.000000 Penalty: 4824.763672
	Iteration 48Q: 3 clusters Score -2091113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2091112.250000 Penalty: 4824.763672
	Iteration 49Q: 3 clusters Score -2091112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2091117.875000 Penalty: 4824.763672
	Iteration 50Q: 3 clusters Score -2091118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2091120.875000 Penalty: 4824.763672
	Iteration 51Q: 3 clusters Score -2091121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2091130.125000 Penalty: 4824.763672
	Iteration 52Q: 3 clusters Score -2091130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2091137.375000 Penalty: 4824.763672
	Iteration 53Q: 3 clusters Score -2091137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2091148.250000 Penalty: 4824.763672
	Iteration 54Q: 3 clusters Score -2091148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2091149.500000 Penalty: 4824.763672
	Iteration 55Q: 3 clusters Score -2091150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2091149.500000 Penalty: 4824.763672
	Iteration 56Q: 3 clusters Score -2091150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2091147.250000 Penalty: 4824.763672
	Iteration 57Q: 3 clusters Score -2091147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2091148.750000 Penalty: 4824.763672
	Iteration 58Q: 3 clusters Score -2091149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2091148.750000 Penalty: 4824.763672
	Iteration 59Q: 3 clusters Score -2091149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2091151.375000 Penalty: 4824.763672
	Iteration 60F: 3 clusters Score -2091151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2091153.125000 Penalty: 4824.763672
	Iteration 61Q: 3 clusters Score -2091153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2091153.125000 Penalty: 4824.763672
	Iteration 62F: 3 clusters Score -2091153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -51093.488281 Penalty: 1547.104492
	Iteration 0F: 2 clusters Score -51093.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49728.308594 Penalty: 3094.208984
	Iteration 0F: 3 clusters Score -49728.31 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50257.761719 Penalty: 3094.208984
	Iteration 1F: 3 clusters Score -50257.76 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50472.781250 Penalty: 3094.208984
	Iteration 2F: 3 clusters Score -50472.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -50536.808594 Penalty: 3094.208984
	Iteration 3Q: 3 clusters Score -50536.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -50604.683594 Penalty: 3094.208984
	Iteration 4Q: 3 clusters Score -50604.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -50667.191406 Penalty: 3094.208984
	Iteration 5Q: 3 clusters Score -50667.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -50704.035156 Penalty: 3094.208984
	Iteration 6Q: 3 clusters Score -50704.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -50736.035156 Penalty: 3094.208984
	Iteration 7Q: 3 clusters Score -50736.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -50747.039062 Penalty: 3094.208984
	Iteration 8Q: 3 clusters Score -50747.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -50749.234375 Penalty: 3094.208984
	Iteration 9Q: 3 clusters Score -50749.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -50749.234375 Penalty: 3094.208984
	Iteration 10F: 3 clusters Score -50749.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Entering Unmasked Estep 
Score: -479350.437500 Penalty: 2053.113037
	Iteration 0F: 2 clusters Score -479350.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -475484.281250 Penalty: 4106.226074
	Iteration 0F: 3 clusters Score -475484.3 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -476268.812500 Penalty: 4106.226074
	Iteration 1F: 3 clusters Score -476268.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -476439.125000 Penalty: 4106.226074
	Iteration 2F: 3 clusters Score -476439.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -476546.281250 Penalty: 4106.226074
	Iteration 3Q: 3 clusters Score -476546.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -476608.062500 Penalty: 4106.226074
	Iteration 4Q: 3 clusters Score -476608.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -476651.218750 Penalty: 4106.226074
	Iteration 5Q: 3 clusters Score -476651.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -476682.031250 Penalty: 4106.226074
	Iteration 6Q: 3 clusters Score -476682 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -476710.093750 Penalty: 4106.226074
	Iteration 7Q: 3 clusters Score -476710.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -476737.406250 Penalty: 4106.226074
	Iteration 8Q: 3 clusters Score -476737.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -476769.312500 Penalty: 4106.226074
	Iteration 9Q: 3 clusters Score -476769.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -476809.718750 Penalty: 4106.226074
	Iteration 10Q: 3 clusters Score -476809.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -476844.937500 Penalty: 4106.226074
	Iteration 11Q: 3 clusters Score -476844.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -476877.250000 Penalty: 4106.226074
	Iteration 12Q: 3 clusters Score -476877.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -476904.687500 Penalty: 4106.226074
	Iteration 13Q: 3 clusters Score -476904.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -476919.218750 Penalty: 4106.226074
	Iteration 14Q: 3 clusters Score -476919.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -476932.656250 Penalty: 4106.226074
	Iteration 15Q: 3 clusters Score -476932.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -476940.843750 Penalty: 4106.226074
	Iteration 16Q: 3 clusters Score -476940.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -476948.531250 Penalty: 4106.226074
	Iteration 17Q: 3 clusters Score -476948.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -476959.468750 Penalty: 4106.226074
	Iteration 18Q: 3 clusters Score -476959.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -476970.687500 Penalty: 4106.226074
	Iteration 19Q: 3 clusters Score -476970.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -476980.687500 Penalty: 4106.226074
	Iteration 20F: 3 clusters Score -476980.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -476989.312500 Penalty: 4106.226074
	Iteration 21Q: 3 clusters Score -476989.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -476997.531250 Penalty: 4106.226074
	Iteration 22Q: 3 clusters Score -476997.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -477004.125000 Penalty: 4106.226074
	Iteration 23Q: 3 clusters Score -477004.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -477009.562500 Penalty: 4106.226074
	Iteration 24Q: 3 clusters Score -477009.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -477015.156250 Penalty: 4106.226074
	Iteration 25Q: 3 clusters Score -477015.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -477023.093750 Penalty: 4106.226074
	Iteration 26Q: 3 clusters Score -477023.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -477029.593750 Penalty: 4106.226074
	Iteration 27Q: 3 clusters Score -477029.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -477035.937500 Penalty: 4106.226074
	Iteration 28Q: 3 clusters Score -477035.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -477040.000000 Penalty: 4106.226074
	Iteration 29Q: 3 clusters Score -477040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -477044.718750 Penalty: 4106.226074
	Iteration 30Q: 3 clusters Score -477044.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -477047.187500 Penalty: 4106.226074
	Iteration 31Q: 3 clusters Score -477047.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -477052.781250 Penalty: 4106.226074
	Iteration 32Q: 3 clusters Score -477052.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -477055.937500 Penalty: 4106.226074
	Iteration 33Q: 3 clusters Score -477055.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -477058.875000 Penalty: 4106.226074
	Iteration 34Q: 3 clusters Score -477058.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -477062.562500 Penalty: 4106.226074
	Iteration 35Q: 3 clusters Score -477062.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -477063.031250 Penalty: 4106.226074
	Iteration 36Q: 3 clusters Score -477063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -477066.218750 Penalty: 4106.226074
	Iteration 37Q: 3 clusters Score -477066.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -477068.000000 Penalty: 4106.226074
	Iteration 38Q: 3 clusters Score -477068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -477071.218750 Penalty: 4106.226074
	Iteration 39Q: 3 clusters Score -477071.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -477077.468750 Penalty: 4106.226074
	Iteration 40F: 3 clusters Score -477077.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -477083.281250 Penalty: 4106.226074
	Iteration 41Q: 3 clusters Score -477083.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -477090.312500 Penalty: 4106.226074
	Iteration 42Q: 3 clusters Score -477090.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -477095.187500 Penalty: 4106.226074
	Iteration 43Q: 3 clusters Score -477095.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -477099.093750 Penalty: 4106.226074
	Iteration 44Q: 3 clusters Score -477099.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -477100.718750 Penalty: 4106.226074
	Iteration 45Q: 3 clusters Score -477100.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -477101.968750 Penalty: 4106.226074
	Iteration 46Q: 3 clusters Score -477102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -477103.468750 Penalty: 4106.226074
	Iteration 47Q: 3 clusters Score -477103.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -477103.187500 Penalty: 4106.226074
	Iteration 48Q: 3 clusters Score -477103.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -477103.593750 Penalty: 4106.226074
	Iteration 49Q: 3 clusters Score -477103.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -477103.750000 Penalty: 4106.226074
	Iteration 50Q: 3 clusters Score -477103.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -477104.156250 Penalty: 4106.226074
	Iteration 51Q: 3 clusters Score -477104.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -477107.812500 Penalty: 4106.226074
	Iteration 52Q: 3 clusters Score -477107.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -477109.281250 Penalty: 4106.226074
	Iteration 53Q: 3 clusters Score -477109.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -477111.937500 Penalty: 4106.226074
	Iteration 54Q: 3 clusters Score -477111.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -477115.500000 Penalty: 4106.226074
	Iteration 55Q: 3 clusters Score -477115.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -477119.875000 Penalty: 4106.226074
	Iteration 56Q: 3 clusters Score -477119.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -477124.812500 Penalty: 4106.226074
	Iteration 57Q: 3 clusters Score -477124.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -477132.906250 Penalty: 4106.226074
	Iteration 58Q: 3 clusters Score -477132.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -477142.750000 Penalty: 4106.226074
	Iteration 59Q: 3 clusters Score -477142.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -477153.031250 Penalty: 4106.226074
	Iteration 60F: 3 clusters Score -477153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -477160.281250 Penalty: 4106.226074
	Iteration 61Q: 3 clusters Score -477160.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -477165.187500 Penalty: 4106.226074
	Iteration 62Q: 3 clusters Score -477165.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -477173.156250 Penalty: 4106.226074
	Iteration 63Q: 3 clusters Score -477173.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -477183.843750 Penalty: 4106.226074
	Iteration 64Q: 3 clusters Score -477183.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -477192.343750 Penalty: 4106.226074
	Iteration 65Q: 3 clusters Score -477192.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -477198.875000 Penalty: 4106.226074
	Iteration 66Q: 3 clusters Score -477198.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -477207.375000 Penalty: 4106.226074
	Iteration 67Q: 3 clusters Score -477207.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -477217.531250 Penalty: 4106.226074
	Iteration 68Q: 3 clusters Score -477217.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -477228.750000 Penalty: 4106.226074
	Iteration 69Q: 3 clusters Score -477228.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -477236.812500 Penalty: 4106.226074
	Iteration 70Q: 3 clusters Score -477236.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -477241.437500 Penalty: 4106.226074
	Iteration 71Q: 3 clusters Score -477241.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -477245.406250 Penalty: 4106.226074
	Iteration 72Q: 3 clusters Score -477245.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -477248.875000 Penalty: 4106.226074
	Iteration 73Q: 3 clusters Score -477248.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -477250.781250 Penalty: 4106.226074
	Iteration 74Q: 3 clusters Score -477250.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -477251.843750 Penalty: 4106.226074
	Iteration 75Q: 3 clusters Score -477251.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -477253.156250 Penalty: 4106.226074
	Iteration 76Q: 3 clusters Score -477253.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -477252.562500 Penalty: 4106.226074
	Iteration 77Q: 3 clusters Score -477252.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -477253.687500 Penalty: 4106.226074
	Iteration 78Q: 3 clusters Score -477253.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -477255.468750 Penalty: 4106.226074
	Iteration 79Q: 3 clusters Score -477255.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -477256.875000 Penalty: 4106.226074
	Iteration 80F: 3 clusters Score -477256.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -477257.718750 Penalty: 4106.226074
	Iteration 81Q: 3 clusters Score -477257.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -477262.250000 Penalty: 4106.226074
	Iteration 82Q: 3 clusters Score -477262.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -477262.812500 Penalty: 4106.226074
	Iteration 83Q: 3 clusters Score -477262.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -477264.843750 Penalty: 4106.226074
	Iteration 84Q: 3 clusters Score -477264.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -477267.750000 Penalty: 4106.226074
	Iteration 85Q: 3 clusters Score -477267.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -477272.968750 Penalty: 4106.226074
	Iteration 86Q: 3 clusters Score -477273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -477281.843750 Penalty: 4106.226074
	Iteration 87Q: 3 clusters Score -477281.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -477288.218750 Penalty: 4106.226074
	Iteration 88Q: 3 clusters Score -477288.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -477295.156250 Penalty: 4106.226074
	Iteration 89Q: 3 clusters Score -477295.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -477300.750000 Penalty: 4106.226074
	Iteration 90Q: 3 clusters Score -477300.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -477305.093750 Penalty: 4106.226074
	Iteration 91Q: 3 clusters Score -477305.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -477309.406250 Penalty: 4106.226074
	Iteration 92Q: 3 clusters Score -477309.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -477311.625000 Penalty: 4106.226074
	Iteration 93Q: 3 clusters Score -477311.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -477314.812500 Penalty: 4106.226074
	Iteration 94Q: 3 clusters Score -477314.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -477317.437500 Penalty: 4106.226074
	Iteration 95Q: 3 clusters Score -477317.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -477321.593750 Penalty: 4106.226074
	Iteration 96Q: 3 clusters Score -477321.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -477327.437500 Penalty: 4106.226074
	Iteration 97Q: 3 clusters Score -477327.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -477330.187500 Penalty: 4106.226074
	Iteration 98Q: 3 clusters Score -477330.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -477332.843750 Penalty: 4106.226074
	Iteration 99Q: 3 clusters Score -477332.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -477336.000000 Penalty: 4106.226074
	Iteration 100F: 3 clusters Score -477336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -477339.031250 Penalty: 4106.226074
	Iteration 101Q: 3 clusters Score -477339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -477344.500000 Penalty: 4106.226074
	Iteration 102Q: 3 clusters Score -477344.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -477349.406250 Penalty: 4106.226074
	Iteration 103Q: 3 clusters Score -477349.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -477351.343750 Penalty: 4106.226074
	Iteration 104Q: 3 clusters Score -477351.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -477353.031250 Penalty: 4106.226074
	Iteration 105Q: 3 clusters Score -477353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -477356.250000 Penalty: 4106.226074
	Iteration 106Q: 3 clusters Score -477356.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -477359.968750 Penalty: 4106.226074
	Iteration 107Q: 3 clusters Score -477360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -477360.750000 Penalty: 4106.226074
	Iteration 108Q: 3 clusters Score -477360.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -477361.593750 Penalty: 4106.226074
	Iteration 109Q: 3 clusters Score -477361.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -477363.250000 Penalty: 4106.226074
	Iteration 110Q: 3 clusters Score -477363.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -477363.687500 Penalty: 4106.226074
	Iteration 111Q: 3 clusters Score -477363.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -477364.281250 Penalty: 4106.226074
	Iteration 112Q: 3 clusters Score -477364.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -477364.218750 Penalty: 4106.226074
	Iteration 113Q: 3 clusters Score -477364.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -477364.218750 Penalty: 4106.226074
	Iteration 114F: 3 clusters Score -477364.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Entering Unmasked Estep 
Score: -2008683.750000 Penalty: 2401.545410
	Iteration 0F: 2 clusters Score -2008684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1997111.250000 Penalty: 4803.090820
	Iteration 0F: 3 clusters Score -1997111 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2000805.750000 Penalty: 4803.090820
	Iteration 1F: 3 clusters Score -2000806 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2001226.125000 Penalty: 4803.090820
	Iteration 2F: 3 clusters Score -2001226 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2001547.375000 Penalty: 4803.090820
	Iteration 3Q: 3 clusters Score -2001547 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2001840.625000 Penalty: 4803.090820
	Iteration 4Q: 3 clusters Score -2001841 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2002139.500000 Penalty: 4803.090820
	Iteration 5Q: 3 clusters Score -2002140 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2002475.750000 Penalty: 4803.090820
	Iteration 6Q: 3 clusters Score -2002476 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2002886.000000 Penalty: 4803.090820
	Iteration 7Q: 3 clusters Score -2002886 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2003393.875000 Penalty: 4803.090820
	Iteration 8F: 3 clusters Score -2003394 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2003959.250000 Penalty: 4803.090820
	Iteration 9F: 3 clusters Score -2003959 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2004484.500000 Penalty: 4803.090820
	Iteration 10Q: 3 clusters Score -2004484 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2004984.125000 Penalty: 4803.090820
	Iteration 11Q: 3 clusters Score -2004984 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2005377.250000 Penalty: 4803.090820
	Iteration 12Q: 3 clusters Score -2005377 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2005667.750000 Penalty: 4803.090820
	Iteration 13Q: 3 clusters Score -2005668 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2005848.000000 Penalty: 4803.090820
	Iteration 14Q: 3 clusters Score -2005848 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2005992.625000 Penalty: 4803.090820
	Iteration 15Q: 3 clusters Score -2005993 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2006116.750000 Penalty: 4803.090820
	Iteration 16Q: 3 clusters Score -2006117 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2006202.750000 Penalty: 4803.090820
	Iteration 17Q: 3 clusters Score -2006203 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2006276.625000 Penalty: 4803.090820
	Iteration 18Q: 3 clusters Score -2006277 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2006343.875000 Penalty: 4803.090820
	Iteration 19Q: 3 clusters Score -2006344 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2006395.875000 Penalty: 4803.090820
	Iteration 20F: 3 clusters Score -2006396 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2006438.250000 Penalty: 4803.090820
	Iteration 21Q: 3 clusters Score -2006438 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2006464.625000 Penalty: 4803.090820
	Iteration 22Q: 3 clusters Score -2006465 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2006488.125000 Penalty: 4803.090820
	Iteration 23Q: 3 clusters Score -2006488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2006503.250000 Penalty: 4803.090820
	Iteration 24Q: 3 clusters Score -2006503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2006517.375000 Penalty: 4803.090820
	Iteration 25Q: 3 clusters Score -2006517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2006527.125000 Penalty: 4803.090820
	Iteration 26Q: 3 clusters Score -2006527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2006537.750000 Penalty: 4803.090820
	Iteration 27Q: 3 clusters Score -2006538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2006540.250000 Penalty: 4803.090820
	Iteration 28Q: 3 clusters Score -2006540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2006552.875000 Penalty: 4803.090820
	Iteration 29Q: 3 clusters Score -2006553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2006566.250000 Penalty: 4803.090820
	Iteration 30Q: 3 clusters Score -2006566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2006580.750000 Penalty: 4803.090820
	Iteration 31Q: 3 clusters Score -2006581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2006581.625000 Penalty: 4803.090820
	Iteration 32Q: 3 clusters Score -2006582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2006586.500000 Penalty: 4803.090820
	Iteration 33Q: 3 clusters Score -2006586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2006588.625000 Penalty: 4803.090820
	Iteration 34Q: 3 clusters Score -2006589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2006588.375000 Penalty: 4803.090820
	Iteration 35Q: 3 clusters Score -2006588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2006590.875000 Penalty: 4803.090820
	Iteration 36Q: 3 clusters Score -2006591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2006590.125000 Penalty: 4803.090820
	Iteration 37Q: 3 clusters Score -2006590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2006590.000000 Penalty: 4803.090820
	Iteration 38Q: 3 clusters Score -2006590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2006592.250000 Penalty: 4803.090820
	Iteration 39Q: 3 clusters Score -2006592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2006592.750000 Penalty: 4803.090820
	Iteration 40F: 3 clusters Score -2006593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2006593.000000 Penalty: 4803.090820
	Iteration 41Q: 3 clusters Score -2006593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2006593.000000 Penalty: 4803.090820
	Iteration 42F: 3 clusters Score -2006593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (301315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301315 members 
Entering Unmasked Estep 
Score: -37359020.000000 Penalty: 3128.746094
	Iteration 0F: 2 clusters Score -3.735902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150465 members 
Mstep: Class 2 contains 150850 members 
Entering Unmasked Estep 
Score: -37171880.000000 Penalty: 6257.492188
	Iteration 0F: 3 clusters Score -3.717188e+07 nChanged 146168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144859 members 
Mstep: Class 2 contains 156456 members 
Entering Unmasked Estep 
Score: -37258924.000000 Penalty: 6257.492188
	Iteration 1F: 3 clusters Score -3.725892e+07 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141481 members 
Mstep: Class 2 contains 159834 members 
Entering Unmasked Estep 
Score: -37260624.000000 Penalty: 6257.492188
	Iteration 2Q: 3 clusters Score -3.726062e+07 nChanged 10192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136007 members 
Mstep: Class 2 contains 165308 members 
Entering Unmasked Estep 
Score: -37263228.000000 Penalty: 6257.492188
	Iteration 3Q: 3 clusters Score -3.726323e+07 nChanged 12974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127513 members 
Mstep: Class 2 contains 173802 members 
Entering Unmasked Estep 
Score: -37268464.000000 Penalty: 6257.492188
	Iteration 4Q: 3 clusters Score -3.726846e+07 nChanged 17165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115026 members 
Mstep: Class 2 contains 186289 members 
Entering Unmasked Estep 
Score: -37276892.000000 Penalty: 6257.492188
	Iteration 5F: 3 clusters Score -3.727689e+07 nChanged 21668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97994 members 
Mstep: Class 2 contains 203321 members 
Entering Unmasked Estep 
Score: -37290164.000000 Penalty: 6257.492188
	Iteration 6F: 3 clusters Score -3.729016e+07 nChanged 24449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77677 members 
Mstep: Class 2 contains 223638 members 
Entering Unmasked Estep 
Score: -37307908.000000 Penalty: 6257.492188
	Iteration 7F: 3 clusters Score -3.730791e+07 nChanged 22587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58380 members 
Mstep: Class 2 contains 242935 members 
Entering Unmasked Estep 
Score: -37327484.000000 Penalty: 6257.492188
	Iteration 8F: 3 clusters Score -3.732748e+07 nChanged 16629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 257168 members 
Entering Unmasked Estep 
Score: -37343776.000000 Penalty: 6257.492188
	Iteration 9F: 3 clusters Score -3.734378e+07 nChanged 10778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 266002 members 
Entering Unmasked Estep 
Score: -37353480.000000 Penalty: 6257.492188
	Iteration 10Q: 3 clusters Score -3.735348e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 271419 members 
Entering Unmasked Estep 
Score: -37357240.000000 Penalty: 6257.492188
	Iteration 11Q: 3 clusters Score -3.735724e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 275589 members 
Entering Unmasked Estep 
Score: -37358624.000000 Penalty: 6257.492188
	Iteration 12Q: 3 clusters Score -3.735862e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 279226 members 
Entering Unmasked Estep 
Score: -37359472.000000 Penalty: 6257.492188
	Iteration 13Q: 3 clusters Score -3.735947e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 282474 members 
Entering Unmasked Estep 
Score: -37359728.000000 Penalty: 6257.492188
	Iteration 14Q: 3 clusters Score -3.735973e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 285223 members 
Entering Unmasked Estep 
Score: -37359776.000000 Penalty: 6257.492188
	Iteration 15Q: 3 clusters Score -3.735978e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 287568 members 
Entering Unmasked Estep 
Score: -37359648.000000 Penalty: 6257.492188
	Iteration 16Q: 3 clusters Score -3.735965e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 289548 members 
Entering Unmasked Estep 
Score: -37359736.000000 Penalty: 6257.492188
	Iteration 17Q: 3 clusters Score -3.735974e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 291275 members 
Entering Unmasked Estep 
Score: -37359640.000000 Penalty: 6257.492188
	Iteration 18Q: 3 clusters Score -3.735964e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 292724 members 
Entering Unmasked Estep 
Score: -37359552.000000 Penalty: 6257.492188
	Iteration 19Q: 3 clusters Score -3.735955e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 293948 members 
Entering Unmasked Estep 
Score: -37359424.000000 Penalty: 6257.492188
	Iteration 20F: 3 clusters Score -3.735942e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 294932 members 
Entering Unmasked Estep 
Score: -37359408.000000 Penalty: 6257.492188
	Iteration 21Q: 3 clusters Score -3.735941e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 295789 members 
Entering Unmasked Estep 
Score: -37359216.000000 Penalty: 6257.492188
	Iteration 22Q: 3 clusters Score -3.735922e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 296462 members 
Entering Unmasked Estep 
Score: -37359088.000000 Penalty: 6257.492188
	Iteration 23Q: 3 clusters Score -3.735909e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 297009 members 
Entering Unmasked Estep 
Score: -37358904.000000 Penalty: 6257.492188
	Iteration 24Q: 3 clusters Score -3.73589e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 297422 members 
Entering Unmasked Estep 
Score: -37358704.000000 Penalty: 6257.492188
	Iteration 25Q: 3 clusters Score -3.73587e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 297753 members 
Entering Unmasked Estep 
Score: -37358632.000000 Penalty: 6257.492188
	Iteration 26Q: 3 clusters Score -3.735863e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 298025 members 
Entering Unmasked Estep 
Score: -37358452.000000 Penalty: 6257.492188
	Iteration 27Q: 3 clusters Score -3.735845e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 298268 members 
Entering Unmasked Estep 
Score: -37358372.000000 Penalty: 6257.492188
	Iteration 28Q: 3 clusters Score -3.735837e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 298486 members 
Entering Unmasked Estep 
Score: -37358248.000000 Penalty: 6257.492188
	Iteration 29Q: 3 clusters Score -3.735825e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 298659 members 
Entering Unmasked Estep 
Score: -37358304.000000 Penalty: 6257.492188
	Iteration 30Q: 3 clusters Score -3.73583e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 298818 members 
Entering Unmasked Estep 
Score: -37358188.000000 Penalty: 6257.492188
	Iteration 31Q: 3 clusters Score -3.735819e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 298960 members 
Entering Unmasked Estep 
Score: -37358104.000000 Penalty: 6257.492188
	Iteration 32Q: 3 clusters Score -3.73581e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 299095 members 
Entering Unmasked Estep 
Score: -37358044.000000 Penalty: 6257.492188
	Iteration 33Q: 3 clusters Score -3.735804e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 299209 members 
Entering Unmasked Estep 
Score: -37357952.000000 Penalty: 6257.492188
	Iteration 34Q: 3 clusters Score -3.735795e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 299310 members 
Entering Unmasked Estep 
Score: -37357876.000000 Penalty: 6257.492188
	Iteration 35Q: 3 clusters Score -3.735788e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 299400 members 
Entering Unmasked Estep 
Score: -37357872.000000 Penalty: 6257.492188
	Iteration 36Q: 3 clusters Score -3.735787e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 299473 members 
Entering Unmasked Estep 
Score: -37357864.000000 Penalty: 6257.492188
	Iteration 37Q: 3 clusters Score -3.735786e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 299545 members 
Entering Unmasked Estep 
Score: -37357852.000000 Penalty: 6257.492188
	Iteration 38Q: 3 clusters Score -3.735785e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 299607 members 
Entering Unmasked Estep 
Score: -37357820.000000 Penalty: 6257.492188
	Iteration 39Q: 3 clusters Score -3.735782e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 299657 members 
Entering Unmasked Estep 
Score: -37357792.000000 Penalty: 6257.492188
	Iteration 40F: 3 clusters Score -3.735779e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 299699 members 
Entering Unmasked Estep 
Score: -37357756.000000 Penalty: 6257.492188
	Iteration 41Q: 3 clusters Score -3.735776e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 299732 members 
Entering Unmasked Estep 
Score: -37357744.000000 Penalty: 6257.492188
	Iteration 42Q: 3 clusters Score -3.735774e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 299763 members 
Entering Unmasked Estep 
Score: -37357768.000000 Penalty: 6257.492188
	Iteration 43Q: 3 clusters Score -3.735777e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 299796 members 
Entering Unmasked Estep 
Score: -37357784.000000 Penalty: 6257.492188
	Iteration 44Q: 3 clusters Score -3.735778e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 299828 members 
Entering Unmasked Estep 
Score: -37357756.000000 Penalty: 6257.492188
	Iteration 45Q: 3 clusters Score -3.735776e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 299860 members 
Entering Unmasked Estep 
Score: -37357768.000000 Penalty: 6257.492188
	Iteration 46Q: 3 clusters Score -3.735777e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 299883 members 
Entering Unmasked Estep 
Score: -37357752.000000 Penalty: 6257.492188
	Iteration 47Q: 3 clusters Score -3.735775e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 299904 members 
Entering Unmasked Estep 
Score: -37357744.000000 Penalty: 6257.492188
	Iteration 48Q: 3 clusters Score -3.735774e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 299926 members 
Entering Unmasked Estep 
Score: -37357752.000000 Penalty: 6257.492188
	Iteration 49Q: 3 clusters Score -3.735775e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 299938 members 
Entering Unmasked Estep 
Score: -37357764.000000 Penalty: 6257.492188
	Iteration 50Q: 3 clusters Score -3.735776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 299944 members 
Entering Unmasked Estep 
Score: -37357744.000000 Penalty: 6257.492188
	Iteration 51Q: 3 clusters Score -3.735774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 299947 members 
Entering Unmasked Estep 
Score: -37357752.000000 Penalty: 6257.492188
	Iteration 52Q: 3 clusters Score -3.735775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 299948 members 
Entering Unmasked Estep 
Score: -37357740.000000 Penalty: 6257.492188
	Iteration 53Q: 3 clusters Score -3.735774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 299948 members 
Entering Unmasked Estep 
Score: -37357740.000000 Penalty: 6257.492188
	Iteration 54F: 3 clusters Score -3.735774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (58466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Entering Unmasked Estep 
Score: -7349492.500000 Penalty: 2722.097900
	Iteration 0F: 2 clusters Score -7349492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -7310262.500000 Penalty: 5444.195801
	Iteration 0F: 3 clusters Score -7310262 nChanged 27081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -7325218.000000 Penalty: 5444.195801
	Iteration 1F: 3 clusters Score -7325218 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -7325744.000000 Penalty: 5444.195801
	Iteration 2Q: 3 clusters Score -7325744 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -7326261.000000 Penalty: 5444.195801
	Iteration 3Q: 3 clusters Score -7326261 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -7326699.500000 Penalty: 5444.195801
	Iteration 4Q: 3 clusters Score -7326700 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -7327140.500000 Penalty: 5444.195801
	Iteration 5Q: 3 clusters Score -7327140 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -7327534.500000 Penalty: 5444.195801
	Iteration 6Q: 3 clusters Score -7327534 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -7327933.500000 Penalty: 5444.195801
	Iteration 7Q: 3 clusters Score -7327934 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -7328441.000000 Penalty: 5444.195801
	Iteration 8Q: 3 clusters Score -7328441 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -7329318.000000 Penalty: 5444.195801
	Iteration 9Q: 3 clusters Score -7329318 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -7330544.500000 Penalty: 5444.195801
	Iteration 10Q: 3 clusters Score -7330544 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -7332328.500000 Penalty: 5444.195801
	Iteration 11F: 3 clusters Score -7332328 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -7334659.000000 Penalty: 5444.195801
	Iteration 12F: 3 clusters Score -7334659 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -7337327.000000 Penalty: 5444.195801
	Iteration 13F: 3 clusters Score -7337327 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -7339775.000000 Penalty: 5444.195801
	Iteration 14F: 3 clusters Score -7339775 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -7341837.000000 Penalty: 5444.195801
	Iteration 15Q: 3 clusters Score -7341837 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -7343131.500000 Penalty: 5444.195801
	Iteration 16Q: 3 clusters Score -7343132 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -7343875.500000 Penalty: 5444.195801
	Iteration 17Q: 3 clusters Score -7343876 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -7344469.500000 Penalty: 5444.195801
	Iteration 18Q: 3 clusters Score -7344470 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -7344936.000000 Penalty: 5444.195801
	Iteration 19Q: 3 clusters Score -7344936 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -7345312.500000 Penalty: 5444.195801
	Iteration 20F: 3 clusters Score -7345312 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -7345621.000000 Penalty: 5444.195801
	Iteration 21Q: 3 clusters Score -7345621 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -7345889.500000 Penalty: 5444.195801
	Iteration 22Q: 3 clusters Score -7345890 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -7346120.500000 Penalty: 5444.195801
	Iteration 23Q: 3 clusters Score -7346120 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -7346292.500000 Penalty: 5444.195801
	Iteration 24Q: 3 clusters Score -7346292 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -7346456.000000 Penalty: 5444.195801
	Iteration 25Q: 3 clusters Score -7346456 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -7346571.000000 Penalty: 5444.195801
	Iteration 26Q: 3 clusters Score -7346571 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -7346716.500000 Penalty: 5444.195801
	Iteration 27Q: 3 clusters Score -7346716 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -7346853.500000 Penalty: 5444.195801
	Iteration 28Q: 3 clusters Score -7346854 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -7346933.000000 Penalty: 5444.195801
	Iteration 29Q: 3 clusters Score -7346933 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53808 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -7347055.000000 Penalty: 5444.195801
	Iteration 30Q: 3 clusters Score -7347055 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -7347132.500000 Penalty: 5444.195801
	Iteration 31Q: 3 clusters Score -7347132 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -7347227.500000 Penalty: 5444.195801
	Iteration 32Q: 3 clusters Score -7347228 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -7347279.500000 Penalty: 5444.195801
	Iteration 33Q: 3 clusters Score -7347280 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -7347355.500000 Penalty: 5444.195801
	Iteration 34Q: 3 clusters Score -7347356 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -7347405.500000 Penalty: 5444.195801
	Iteration 35Q: 3 clusters Score -7347406 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -7347437.500000 Penalty: 5444.195801
	Iteration 36Q: 3 clusters Score -7347438 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55126 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -7347480.000000 Penalty: 5444.195801
	Iteration 37Q: 3 clusters Score -7347480 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55240 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -7347520.500000 Penalty: 5444.195801
	Iteration 38Q: 3 clusters Score -7347520 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55322 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -7347536.000000 Penalty: 5444.195801
	Iteration 39Q: 3 clusters Score -7347536 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55388 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -7347543.000000 Penalty: 5444.195801
	Iteration 40F: 3 clusters Score -7347543 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -7347564.000000 Penalty: 5444.195801
	Iteration 41Q: 3 clusters Score -7347564 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -7347598.500000 Penalty: 5444.195801
	Iteration 42Q: 3 clusters Score -7347598 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55586 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -7347609.500000 Penalty: 5444.195801
	Iteration 43Q: 3 clusters Score -7347610 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55644 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -7347640.500000 Penalty: 5444.195801
	Iteration 44Q: 3 clusters Score -7347640 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -7347656.500000 Penalty: 5444.195801
	Iteration 45Q: 3 clusters Score -7347656 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -7347687.500000 Penalty: 5444.195801
	Iteration 46Q: 3 clusters Score -7347688 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55832 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -7347676.500000 Penalty: 5444.195801
	Iteration 47Q: 3 clusters Score -7347676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -7347708.500000 Penalty: 5444.195801
	Iteration 48Q: 3 clusters Score -7347708 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -7347714.000000 Penalty: 5444.195801
	Iteration 49Q: 3 clusters Score -7347714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -7347721.000000 Penalty: 5444.195801
	Iteration 50Q: 3 clusters Score -7347721 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -7347736.000000 Penalty: 5444.195801
	Iteration 51Q: 3 clusters Score -7347736 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56031 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -7347757.500000 Penalty: 5444.195801
	Iteration 52Q: 3 clusters Score -7347758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -7347753.000000 Penalty: 5444.195801
	Iteration 53Q: 3 clusters Score -7347753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -7347758.000000 Penalty: 5444.195801
	Iteration 54Q: 3 clusters Score -7347758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56117 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -7347759.000000 Penalty: 5444.195801
	Iteration 55Q: 3 clusters Score -7347759 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56139 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -7347765.500000 Penalty: 5444.195801
	Iteration 56Q: 3 clusters Score -7347766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -7347779.500000 Penalty: 5444.195801
	Iteration 57Q: 3 clusters Score -7347780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56209 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -7347796.500000 Penalty: 5444.195801
	Iteration 58Q: 3 clusters Score -7347796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -7347820.500000 Penalty: 5444.195801
	Iteration 59Q: 3 clusters Score -7347820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -7347814.500000 Penalty: 5444.195801
	Iteration 60F: 3 clusters Score -7347814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -7347826.500000 Penalty: 5444.195801
	Iteration 61Q: 3 clusters Score -7347826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -7347827.000000 Penalty: 5444.195801
	Iteration 62Q: 3 clusters Score -7347827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56328 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -7347825.500000 Penalty: 5444.195801
	Iteration 63Q: 3 clusters Score -7347826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -7347820.500000 Penalty: 5444.195801
	Iteration 64Q: 3 clusters Score -7347820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -7347834.000000 Penalty: 5444.195801
	Iteration 65Q: 3 clusters Score -7347834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56363 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -7347837.500000 Penalty: 5444.195801
	Iteration 66Q: 3 clusters Score -7347838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -7347837.000000 Penalty: 5444.195801
	Iteration 67Q: 3 clusters Score -7347837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -7347841.500000 Penalty: 5444.195801
	Iteration 68Q: 3 clusters Score -7347842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56391 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -7347842.000000 Penalty: 5444.195801
	Iteration 69Q: 3 clusters Score -7347842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -7347850.000000 Penalty: 5444.195801
	Iteration 70Q: 3 clusters Score -7347850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -7347840.500000 Penalty: 5444.195801
	Iteration 71Q: 3 clusters Score -7347840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56404 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -7347834.000000 Penalty: 5444.195801
	Iteration 72Q: 3 clusters Score -7347834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -7347847.000000 Penalty: 5444.195801
	Iteration 73Q: 3 clusters Score -7347847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56406 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -7347854.500000 Penalty: 5444.195801
	Iteration 74Q: 3 clusters Score -7347854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -7347847.500000 Penalty: 5444.195801
	Iteration 75Q: 3 clusters Score -7347848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -7347842.000000 Penalty: 5444.195801
	Iteration 76Q: 3 clusters Score -7347842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56414 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -7347848.000000 Penalty: 5444.195801
	Iteration 77Q: 3 clusters Score -7347848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -7347844.500000 Penalty: 5444.195801
	Iteration 78Q: 3 clusters Score -7347844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -7347842.500000 Penalty: 5444.195801
	Iteration 79Q: 3 clusters Score -7347842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -7347842.500000 Penalty: 5444.195801
	Iteration 80F: 3 clusters Score -7347842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Entering Unmasked Estep 
Score: -2898361.500000 Penalty: 2523.400635
	Iteration 0F: 2 clusters Score -2898362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2880200.000000 Penalty: 5046.801270
	Iteration 0F: 3 clusters Score -2880200 nChanged 11809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2887169.500000 Penalty: 5046.801270
	Iteration 1F: 3 clusters Score -2887170 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2888626.500000 Penalty: 5046.801270
	Iteration 2F: 3 clusters Score -2888626 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2890794.750000 Penalty: 5046.801270
	Iteration 3F: 3 clusters Score -2890795 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2893283.250000 Penalty: 5046.801270
	Iteration 4F: 3 clusters Score -2893283 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2894944.750000 Penalty: 5046.801270
	Iteration 5F: 3 clusters Score -2894945 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2895768.250000 Penalty: 5046.801270
	Iteration 6F: 3 clusters Score -2895768 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2896105.250000 Penalty: 5046.801270
	Iteration 7Q: 3 clusters Score -2896105 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2896252.500000 Penalty: 5046.801270
	Iteration 8Q: 3 clusters Score -2896252 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2896307.000000 Penalty: 5046.801270
	Iteration 9Q: 3 clusters Score -2896307 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2896344.250000 Penalty: 5046.801270
	Iteration 10Q: 3 clusters Score -2896344 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2896360.750000 Penalty: 5046.801270
	Iteration 11Q: 3 clusters Score -2896361 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2896372.000000 Penalty: 5046.801270
	Iteration 12Q: 3 clusters Score -2896372 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2896387.750000 Penalty: 5046.801270
	Iteration 13Q: 3 clusters Score -2896388 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2896395.250000 Penalty: 5046.801270
	Iteration 14Q: 3 clusters Score -2896395 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2896396.500000 Penalty: 5046.801270
	Iteration 15Q: 3 clusters Score -2896396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2896404.500000 Penalty: 5046.801270
	Iteration 16Q: 3 clusters Score -2896404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2896407.000000 Penalty: 5046.801270
	Iteration 17Q: 3 clusters Score -2896407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2896411.500000 Penalty: 5046.801270
	Iteration 18Q: 3 clusters Score -2896412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2896412.500000 Penalty: 5046.801270
	Iteration 19Q: 3 clusters Score -2896412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2896416.250000 Penalty: 5046.801270
	Iteration 20F: 3 clusters Score -2896416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2896419.250000 Penalty: 5046.801270
	Iteration 21Q: 3 clusters Score -2896419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2896413.750000 Penalty: 5046.801270
	Iteration 22Q: 3 clusters Score -2896414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2896417.500000 Penalty: 5046.801270
	Iteration 23Q: 3 clusters Score -2896418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2896417.500000 Penalty: 5046.801270
	Iteration 24Q: 3 clusters Score -2896418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2896421.000000 Penalty: 5046.801270
	Iteration 25Q: 3 clusters Score -2896421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2896419.500000 Penalty: 5046.801270
	Iteration 26Q: 3 clusters Score -2896420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2896417.750000 Penalty: 5046.801270
	Iteration 27Q: 3 clusters Score -2896418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2896421.000000 Penalty: 5046.801270
	Iteration 28Q: 3 clusters Score -2896421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2896421.000000 Penalty: 5046.801270
	Iteration 29F: 3 clusters Score -2896421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Entering Unmasked Estep 
Score: -482577.875000 Penalty: 2065.156250
	Iteration 0F: 2 clusters Score -482577.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -478658.000000 Penalty: 4130.312500
	Iteration 0F: 3 clusters Score -478658 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -479594.718750 Penalty: 4130.312500
	Iteration 1F: 3 clusters Score -479594.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -479796.375000 Penalty: 4130.312500
	Iteration 2F: 3 clusters Score -479796.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -479928.000000 Penalty: 4130.312500
	Iteration 3Q: 3 clusters Score -479928 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -480034.718750 Penalty: 4130.312500
	Iteration 4Q: 3 clusters Score -480034.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -480095.781250 Penalty: 4130.312500
	Iteration 5Q: 3 clusters Score -480095.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -480140.250000 Penalty: 4130.312500
	Iteration 6Q: 3 clusters Score -480140.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -480186.781250 Penalty: 4130.312500
	Iteration 7Q: 3 clusters Score -480186.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -480231.437500 Penalty: 4130.312500
	Iteration 8Q: 3 clusters Score -480231.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -480261.562500 Penalty: 4130.312500
	Iteration 9Q: 3 clusters Score -480261.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -480287.250000 Penalty: 4130.312500
	Iteration 10Q: 3 clusters Score -480287.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -480310.562500 Penalty: 4130.312500
	Iteration 11Q: 3 clusters Score -480310.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -480332.187500 Penalty: 4130.312500
	Iteration 12Q: 3 clusters Score -480332.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -480346.000000 Penalty: 4130.312500
	Iteration 13Q: 3 clusters Score -480346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -480356.312500 Penalty: 4130.312500
	Iteration 14Q: 3 clusters Score -480356.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -480367.093750 Penalty: 4130.312500
	Iteration 15Q: 3 clusters Score -480367.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -480377.593750 Penalty: 4130.312500
	Iteration 16Q: 3 clusters Score -480377.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -480389.562500 Penalty: 4130.312500
	Iteration 17Q: 3 clusters Score -480389.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -480405.437500 Penalty: 4130.312500
	Iteration 18Q: 3 clusters Score -480405.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -480420.906250 Penalty: 4130.312500
	Iteration 19Q: 3 clusters Score -480420.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -480437.750000 Penalty: 4130.312500
	Iteration 20F: 3 clusters Score -480437.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -480458.875000 Penalty: 4130.312500
	Iteration 21Q: 3 clusters Score -480458.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -480477.250000 Penalty: 4130.312500
	Iteration 22Q: 3 clusters Score -480477.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -480495.468750 Penalty: 4130.312500
	Iteration 23Q: 3 clusters Score -480495.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -480518.750000 Penalty: 4130.312500
	Iteration 24Q: 3 clusters Score -480518.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -480544.437500 Penalty: 4130.312500
	Iteration 25Q: 3 clusters Score -480544.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -480571.656250 Penalty: 4130.312500
	Iteration 26Q: 3 clusters Score -480571.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -480595.406250 Penalty: 4130.312500
	Iteration 27Q: 3 clusters Score -480595.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -480619.718750 Penalty: 4130.312500
	Iteration 28Q: 3 clusters Score -480619.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -480646.656250 Penalty: 4130.312500
	Iteration 29Q: 3 clusters Score -480646.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -480672.687500 Penalty: 4130.312500
	Iteration 30Q: 3 clusters Score -480672.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -480702.781250 Penalty: 4130.312500
	Iteration 31Q: 3 clusters Score -480702.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -480740.125000 Penalty: 4130.312500
	Iteration 32Q: 3 clusters Score -480740.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -480780.031250 Penalty: 4130.312500
	Iteration 33Q: 3 clusters Score -480780 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -480816.656250 Penalty: 4130.312500
	Iteration 34Q: 3 clusters Score -480816.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -480843.093750 Penalty: 4130.312500
	Iteration 35Q: 3 clusters Score -480843.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -480889.968750 Penalty: 4130.312500
	Iteration 36Q: 3 clusters Score -480890 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -480936.343750 Penalty: 4130.312500
	Iteration 37Q: 3 clusters Score -480936.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -480983.125000 Penalty: 4130.312500
	Iteration 38Q: 3 clusters Score -480983.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -481022.781250 Penalty: 4130.312500
	Iteration 39Q: 3 clusters Score -481022.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -481062.937500 Penalty: 4130.312500
	Iteration 40F: 3 clusters Score -481062.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -481116.281250 Penalty: 4130.312500
	Iteration 41Q: 3 clusters Score -481116.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -481170.843750 Penalty: 4130.312500
	Iteration 42Q: 3 clusters Score -481170.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -481248.093750 Penalty: 4130.312500
	Iteration 43Q: 3 clusters Score -481248.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -481309.906250 Penalty: 4130.312500
	Iteration 44Q: 3 clusters Score -481309.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -481374.625000 Penalty: 4130.312500
	Iteration 45Q: 3 clusters Score -481374.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -481438.156250 Penalty: 4130.312500
	Iteration 46Q: 3 clusters Score -481438.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -481473.625000 Penalty: 4130.312500
	Iteration 47Q: 3 clusters Score -481473.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -481510.437500 Penalty: 4130.312500
	Iteration 48Q: 3 clusters Score -481510.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -481530.250000 Penalty: 4130.312500
	Iteration 49Q: 3 clusters Score -481530.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -481542.500000 Penalty: 4130.312500
	Iteration 50Q: 3 clusters Score -481542.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -481552.625000 Penalty: 4130.312500
	Iteration 51Q: 3 clusters Score -481552.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -481560.156250 Penalty: 4130.312500
	Iteration 52Q: 3 clusters Score -481560.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -481563.156250 Penalty: 4130.312500
	Iteration 53Q: 3 clusters Score -481563.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -481564.531250 Penalty: 4130.312500
	Iteration 54Q: 3 clusters Score -481564.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -481565.906250 Penalty: 4130.312500
	Iteration 55Q: 3 clusters Score -481565.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -481568.031250 Penalty: 4130.312500
	Iteration 56Q: 3 clusters Score -481568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -481568.812500 Penalty: 4130.312500
	Iteration 57Q: 3 clusters Score -481568.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -481575.000000 Penalty: 4130.312500
	Iteration 58F: 3 clusters Score -481575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -481575.937500 Penalty: 4130.312500
	Iteration 59Q: 3 clusters Score -481575.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -481577.906250 Penalty: 4130.312500
	Iteration 60F: 3 clusters Score -481577.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -481579.031250 Penalty: 4130.312500
	Iteration 61Q: 3 clusters Score -481579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -481579.031250 Penalty: 4130.312500
	Iteration 62F: 3 clusters Score -481579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Entering Unmasked Estep 
Score: -3763173.750000 Penalty: 2563.509033
	Iteration 0F: 2 clusters Score -3763174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3742086.000000 Penalty: 5127.018066
	Iteration 0F: 3 clusters Score -3742086 nChanged 13873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -3749770.750000 Penalty: 5127.018066
	Iteration 1F: 3 clusters Score -3749771 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -3750349.750000 Penalty: 5127.018066
	Iteration 2Q: 3 clusters Score -3750350 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3750971.000000 Penalty: 5127.018066
	Iteration 3Q: 3 clusters Score -3750971 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -3751606.750000 Penalty: 5127.018066
	Iteration 4Q: 3 clusters Score -3751607 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -3752301.000000 Penalty: 5127.018066
	Iteration 5Q: 3 clusters Score -3752301 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -3753057.000000 Penalty: 5127.018066
	Iteration 6Q: 3 clusters Score -3753057 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -3753863.000000 Penalty: 5127.018066
	Iteration 7Q: 3 clusters Score -3753863 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -3754563.500000 Penalty: 5127.018066
	Iteration 8Q: 3 clusters Score -3754564 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -3755164.000000 Penalty: 5127.018066
	Iteration 9Q: 3 clusters Score -3755164 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -3755668.500000 Penalty: 5127.018066
	Iteration 10Q: 3 clusters Score -3755668 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -3756134.000000 Penalty: 5127.018066
	Iteration 11Q: 3 clusters Score -3756134 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -3756571.500000 Penalty: 5127.018066
	Iteration 12Q: 3 clusters Score -3756572 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -3756985.250000 Penalty: 5127.018066
	Iteration 13Q: 3 clusters Score -3756985 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -3757385.250000 Penalty: 5127.018066
	Iteration 14Q: 3 clusters Score -3757385 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -3757843.000000 Penalty: 5127.018066
	Iteration 15Q: 3 clusters Score -3757843 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -3758337.750000 Penalty: 5127.018066
	Iteration 16Q: 3 clusters Score -3758338 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -3758824.250000 Penalty: 5127.018066
	Iteration 17Q: 3 clusters Score -3758824 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -3759269.750000 Penalty: 5127.018066
	Iteration 18Q: 3 clusters Score -3759270 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3759688.000000 Penalty: 5127.018066
	Iteration 19Q: 3 clusters Score -3759688 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3760028.500000 Penalty: 5127.018066
	Iteration 20F: 3 clusters Score -3760028 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3760291.750000 Penalty: 5127.018066
	Iteration 21Q: 3 clusters Score -3760292 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3760455.250000 Penalty: 5127.018066
	Iteration 22Q: 3 clusters Score -3760455 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3760607.500000 Penalty: 5127.018066
	Iteration 23Q: 3 clusters Score -3760608 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3760699.500000 Penalty: 5127.018066
	Iteration 24Q: 3 clusters Score -3760700 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3760777.000000 Penalty: 5127.018066
	Iteration 25Q: 3 clusters Score -3760777 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3760810.000000 Penalty: 5127.018066
	Iteration 26Q: 3 clusters Score -3760810 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3760856.500000 Penalty: 5127.018066
	Iteration 27Q: 3 clusters Score -3760856 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3760881.750000 Penalty: 5127.018066
	Iteration 28Q: 3 clusters Score -3760882 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3760906.750000 Penalty: 5127.018066
	Iteration 29Q: 3 clusters Score -3760907 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3760929.750000 Penalty: 5127.018066
	Iteration 30Q: 3 clusters Score -3760930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3760955.750000 Penalty: 5127.018066
	Iteration 31Q: 3 clusters Score -3760956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3760960.500000 Penalty: 5127.018066
	Iteration 32Q: 3 clusters Score -3760960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3760964.500000 Penalty: 5127.018066
	Iteration 33Q: 3 clusters Score -3760964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3760972.250000 Penalty: 5127.018066
	Iteration 34Q: 3 clusters Score -3760972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3760972.500000 Penalty: 5127.018066
	Iteration 35Q: 3 clusters Score -3760972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3760976.250000 Penalty: 5127.018066
	Iteration 36Q: 3 clusters Score -3760976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3760979.000000 Penalty: 5127.018066
	Iteration 37Q: 3 clusters Score -3760979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3760982.000000 Penalty: 5127.018066
	Iteration 38Q: 3 clusters Score -3760982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3760984.750000 Penalty: 5127.018066
	Iteration 39Q: 3 clusters Score -3760985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3760986.750000 Penalty: 5127.018066
	Iteration 40F: 3 clusters Score -3760987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3760984.000000 Penalty: 5127.018066
	Iteration 41Q: 3 clusters Score -3760984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3760988.000000 Penalty: 5127.018066
	Iteration 42Q: 3 clusters Score -3760988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3760991.500000 Penalty: 5127.018066
	Iteration 43Q: 3 clusters Score -3760992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3760992.750000 Penalty: 5127.018066
	Iteration 44Q: 3 clusters Score -3760993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3760990.250000 Penalty: 5127.018066
	Iteration 45Q: 3 clusters Score -3760990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3760992.750000 Penalty: 5127.018066
	Iteration 46Q: 3 clusters Score -3760993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3760994.500000 Penalty: 5127.018066
	Iteration 47Q: 3 clusters Score -3760994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3760994.500000 Penalty: 5127.018066
	Iteration 48F: 3 clusters Score -3760994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Entering Unmasked Estep 
Score: -1709452.000000 Penalty: 2372.919678
	Iteration 0F: 2 clusters Score -1709452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1699026.125000 Penalty: 4745.839355
	Iteration 0F: 3 clusters Score -1699026 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1702462.250000 Penalty: 4745.839355
	Iteration 1F: 3 clusters Score -1702462 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1702974.875000 Penalty: 4745.839355
	Iteration 2F: 3 clusters Score -1702975 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1703438.375000 Penalty: 4745.839355
	Iteration 3F: 3 clusters Score -1703438 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1703874.625000 Penalty: 4745.839355
	Iteration 4F: 3 clusters Score -1703875 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1704247.625000 Penalty: 4745.839355
	Iteration 5Q: 3 clusters Score -1704248 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1704614.250000 Penalty: 4745.839355
	Iteration 6Q: 3 clusters Score -1704614 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1705003.250000 Penalty: 4745.839355
	Iteration 7Q: 3 clusters Score -1705003 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1705405.750000 Penalty: 4745.839355
	Iteration 8Q: 3 clusters Score -1705406 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1705767.000000 Penalty: 4745.839355
	Iteration 9Q: 3 clusters Score -1705767 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1706146.875000 Penalty: 4745.839355
	Iteration 10Q: 3 clusters Score -1706147 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1706430.000000 Penalty: 4745.839355
	Iteration 11Q: 3 clusters Score -1706430 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1706636.000000 Penalty: 4745.839355
	Iteration 12Q: 3 clusters Score -1706636 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1706809.500000 Penalty: 4745.839355
	Iteration 13Q: 3 clusters Score -1706810 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1706955.750000 Penalty: 4745.839355
	Iteration 14Q: 3 clusters Score -1706956 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1707080.125000 Penalty: 4745.839355
	Iteration 15Q: 3 clusters Score -1707080 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1707208.875000 Penalty: 4745.839355
	Iteration 16Q: 3 clusters Score -1707209 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1707304.500000 Penalty: 4745.839355
	Iteration 17Q: 3 clusters Score -1707304 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1707363.250000 Penalty: 4745.839355
	Iteration 18Q: 3 clusters Score -1707363 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1707415.375000 Penalty: 4745.839355
	Iteration 19Q: 3 clusters Score -1707415 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1707467.625000 Penalty: 4745.839355
	Iteration 20F: 3 clusters Score -1707468 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1707521.750000 Penalty: 4745.839355
	Iteration 21Q: 3 clusters Score -1707522 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1707575.625000 Penalty: 4745.839355
	Iteration 22Q: 3 clusters Score -1707576 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1707623.000000 Penalty: 4745.839355
	Iteration 23Q: 3 clusters Score -1707623 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1707666.250000 Penalty: 4745.839355
	Iteration 24Q: 3 clusters Score -1707666 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1707705.000000 Penalty: 4745.839355
	Iteration 25Q: 3 clusters Score -1707705 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1707735.875000 Penalty: 4745.839355
	Iteration 26Q: 3 clusters Score -1707736 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1707763.000000 Penalty: 4745.839355
	Iteration 27Q: 3 clusters Score -1707763 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1707793.125000 Penalty: 4745.839355
	Iteration 28Q: 3 clusters Score -1707793 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1707821.375000 Penalty: 4745.839355
	Iteration 29Q: 3 clusters Score -1707821 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1707856.875000 Penalty: 4745.839355
	Iteration 30Q: 3 clusters Score -1707857 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1707878.625000 Penalty: 4745.839355
	Iteration 31Q: 3 clusters Score -1707879 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1707897.500000 Penalty: 4745.839355
	Iteration 32Q: 3 clusters Score -1707898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1707920.125000 Penalty: 4745.839355
	Iteration 33Q: 3 clusters Score -1707920 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1707947.125000 Penalty: 4745.839355
	Iteration 34Q: 3 clusters Score -1707947 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1707975.250000 Penalty: 4745.839355
	Iteration 35Q: 3 clusters Score -1707975 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1707985.375000 Penalty: 4745.839355
	Iteration 36Q: 3 clusters Score -1707985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1707998.875000 Penalty: 4745.839355
	Iteration 37Q: 3 clusters Score -1707999 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1708009.375000 Penalty: 4745.839355
	Iteration 38Q: 3 clusters Score -1708009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1708010.375000 Penalty: 4745.839355
	Iteration 39Q: 3 clusters Score -1708010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1708021.000000 Penalty: 4745.839355
	Iteration 40F: 3 clusters Score -1708021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1708022.375000 Penalty: 4745.839355
	Iteration 41Q: 3 clusters Score -1708022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1708029.875000 Penalty: 4745.839355
	Iteration 42Q: 3 clusters Score -1708030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1708035.750000 Penalty: 4745.839355
	Iteration 43Q: 3 clusters Score -1708036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1708039.375000 Penalty: 4745.839355
	Iteration 44Q: 3 clusters Score -1708039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1708037.875000 Penalty: 4745.839355
	Iteration 45Q: 3 clusters Score -1708038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1708039.750000 Penalty: 4745.839355
	Iteration 46Q: 3 clusters Score -1708040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1708039.750000 Penalty: 4745.839355
	Iteration 47F: 3 clusters Score -1708040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Entering Unmasked Estep 
Score: -470837.968750 Penalty: 2101.985107
	Iteration 0F: 2 clusters Score -470838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -466565.906250 Penalty: 4203.970215
	Iteration 0F: 3 clusters Score -466565.9 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -467697.062500 Penalty: 4203.970215
	Iteration 1F: 3 clusters Score -467697.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -468037.437500 Penalty: 4203.970215
	Iteration 2F: 3 clusters Score -468037.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -468418.156250 Penalty: 4203.970215
	Iteration 3F: 3 clusters Score -468418.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -468995.406250 Penalty: 4203.970215
	Iteration 4F: 3 clusters Score -468995.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -469529.937500 Penalty: 4203.970215
	Iteration 5F: 3 clusters Score -469529.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -469946.968750 Penalty: 4203.970215
	Iteration 6F: 3 clusters Score -469947 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -470235.656250 Penalty: 4203.970215
	Iteration 7F: 3 clusters Score -470235.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -470392.750000 Penalty: 4203.970215
	Iteration 8Q: 3 clusters Score -470392.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -470515.125000 Penalty: 4203.970215
	Iteration 9Q: 3 clusters Score -470515.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -470615.531250 Penalty: 4203.970215
	Iteration 10Q: 3 clusters Score -470615.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -470677.562500 Penalty: 4203.970215
	Iteration 11Q: 3 clusters Score -470677.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -470707.062500 Penalty: 4203.970215
	Iteration 12Q: 3 clusters Score -470707.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -470723.812500 Penalty: 4203.970215
	Iteration 13Q: 3 clusters Score -470723.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -470736.500000 Penalty: 4203.970215
	Iteration 14Q: 3 clusters Score -470736.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -470749.281250 Penalty: 4203.970215
	Iteration 15Q: 3 clusters Score -470749.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -470759.000000 Penalty: 4203.970215
	Iteration 16Q: 3 clusters Score -470759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -470769.437500 Penalty: 4203.970215
	Iteration 17Q: 3 clusters Score -470769.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -470780.218750 Penalty: 4203.970215
	Iteration 18Q: 3 clusters Score -470780.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -470784.750000 Penalty: 4203.970215
	Iteration 19Q: 3 clusters Score -470784.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -470794.781250 Penalty: 4203.970215
	Iteration 20F: 3 clusters Score -470794.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -470807.843750 Penalty: 4203.970215
	Iteration 21Q: 3 clusters Score -470807.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -470824.781250 Penalty: 4203.970215
	Iteration 22Q: 3 clusters Score -470824.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -470846.718750 Penalty: 4203.970215
	Iteration 23Q: 3 clusters Score -470846.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -470868.031250 Penalty: 4203.970215
	Iteration 24Q: 3 clusters Score -470868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -470887.812500 Penalty: 4203.970215
	Iteration 25Q: 3 clusters Score -470887.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -470907.125000 Penalty: 4203.970215
	Iteration 26Q: 3 clusters Score -470907.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -470923.968750 Penalty: 4203.970215
	Iteration 27Q: 3 clusters Score -470924 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -470947.718750 Penalty: 4203.970215
	Iteration 28Q: 3 clusters Score -470947.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -470965.750000 Penalty: 4203.970215
	Iteration 29Q: 3 clusters Score -470965.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -470981.937500 Penalty: 4203.970215
	Iteration 30Q: 3 clusters Score -470981.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -470999.687500 Penalty: 4203.970215
	Iteration 31Q: 3 clusters Score -470999.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -471019.937500 Penalty: 4203.970215
	Iteration 32Q: 3 clusters Score -471019.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -471047.750000 Penalty: 4203.970215
	Iteration 33Q: 3 clusters Score -471047.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -471077.500000 Penalty: 4203.970215
	Iteration 34Q: 3 clusters Score -471077.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -471130.812500 Penalty: 4203.970215
	Iteration 35Q: 3 clusters Score -471130.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -471174.562500 Penalty: 4203.970215
	Iteration 36Q: 3 clusters Score -471174.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -471208.781250 Penalty: 4203.970215
	Iteration 37Q: 3 clusters Score -471208.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -471246.968750 Penalty: 4203.970215
	Iteration 38Q: 3 clusters Score -471247 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -471270.406250 Penalty: 4203.970215
	Iteration 39Q: 3 clusters Score -471270.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -471303.250000 Penalty: 4203.970215
	Iteration 40F: 3 clusters Score -471303.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -471351.468750 Penalty: 4203.970215
	Iteration 41Q: 3 clusters Score -471351.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -471374.656250 Penalty: 4203.970215
	Iteration 42Q: 3 clusters Score -471374.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -471390.531250 Penalty: 4203.970215
	Iteration 43Q: 3 clusters Score -471390.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -471403.250000 Penalty: 4203.970215
	Iteration 44Q: 3 clusters Score -471403.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -471410.906250 Penalty: 4203.970215
	Iteration 45Q: 3 clusters Score -471410.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -471421.093750 Penalty: 4203.970215
	Iteration 46Q: 3 clusters Score -471421.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -471431.156250 Penalty: 4203.970215
	Iteration 47Q: 3 clusters Score -471431.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -471438.343750 Penalty: 4203.970215
	Iteration 48Q: 3 clusters Score -471438.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -471447.343750 Penalty: 4203.970215
	Iteration 49Q: 3 clusters Score -471447.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -471455.437500 Penalty: 4203.970215
	Iteration 50Q: 3 clusters Score -471455.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -471463.500000 Penalty: 4203.970215
	Iteration 51Q: 3 clusters Score -471463.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -471467.156250 Penalty: 4203.970215
	Iteration 52Q: 3 clusters Score -471467.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -471469.062500 Penalty: 4203.970215
	Iteration 53Q: 3 clusters Score -471469.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -471471.500000 Penalty: 4203.970215
	Iteration 54Q: 3 clusters Score -471471.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -471474.562500 Penalty: 4203.970215
	Iteration 55Q: 3 clusters Score -471474.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -471474.156250 Penalty: 4203.970215
	Iteration 56Q: 3 clusters Score -471474.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -471476.000000 Penalty: 4203.970215
	Iteration 57Q: 3 clusters Score -471476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -471477.125000 Penalty: 4203.970215
	Iteration 58Q: 3 clusters Score -471477.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -471478.250000 Penalty: 4203.970215
	Iteration 59Q: 3 clusters Score -471478.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -471478.562500 Penalty: 4203.970215
	Iteration 60F: 3 clusters Score -471478.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -471479.250000 Penalty: 4203.970215
	Iteration 61Q: 3 clusters Score -471479.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -471479.031250 Penalty: 4203.970215
	Iteration 62Q: 3 clusters Score -471479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -471479.687500 Penalty: 4203.970215
	Iteration 63Q: 3 clusters Score -471479.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -471480.000000 Penalty: 4203.970215
	Iteration 64Q: 3 clusters Score -471480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -471479.437500 Penalty: 4203.970215
	Iteration 65Q: 3 clusters Score -471479.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -471479.437500 Penalty: 4203.970215
	Iteration 66F: 3 clusters Score -471479.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109656 members 
Mstep: Class 4 contains 16770 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 16053 members 
Mstep: Class 8 contains 301315 members 
Mstep: Class 9 contains 58466 members 
Mstep: Class 10 contains 26239 members 
Mstep: Class 11 contains 4135 members 
Mstep: Class 12 contains 30845 members 
Mstep: Class 13 contains 14303 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 15 contains 192187 members 
Mstep: Class 16 contains 77055 members 
Mstep: Class 17 contains 27293 members 
Mstep: Class 18 contains 865 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 30532 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 21487 members 
Mstep: Class 23 contains 11350 members 
Mstep: Class 24 contains 20740 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 291199 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2648 members 
Entering Unmasked Estep 
Score: -154591440.000000 Penalty: 101103.531250
Splitting cluster 14 changes total score from -154591200.000000 to -154591440.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (192187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192187 members 
Entering Unmasked Estep 
Score: -24084744.000000 Penalty: 3017.223633
	Iteration 0F: 2 clusters Score -2.408474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96073 members 
Mstep: Class 2 contains 96114 members 
Entering Unmasked Estep 
Score: -23960142.000000 Penalty: 6034.447266
	Iteration 0F: 3 clusters Score -2.396014e+07 nChanged 92241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95024 members 
Mstep: Class 2 contains 97163 members 
Entering Unmasked Estep 
Score: -24014586.000000 Penalty: 6034.447266
	Iteration 1F: 3 clusters Score -2.401459e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94529 members 
Mstep: Class 2 contains 97658 members 
Entering Unmasked Estep 
Score: -24015750.000000 Penalty: 6034.447266
	Iteration 2Q: 3 clusters Score -2.401575e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93779 members 
Mstep: Class 2 contains 98408 members 
Entering Unmasked Estep 
Score: -24016792.000000 Penalty: 6034.447266
	Iteration 3Q: 3 clusters Score -2.401679e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92684 members 
Mstep: Class 2 contains 99503 members 
Entering Unmasked Estep 
Score: -24018452.000000 Penalty: 6034.447266
	Iteration 4Q: 3 clusters Score -2.401845e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90984 members 
Mstep: Class 2 contains 101203 members 
Entering Unmasked Estep 
Score: -24020548.000000 Penalty: 6034.447266
	Iteration 5Q: 3 clusters Score -2.402055e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88691 members 
Mstep: Class 2 contains 103496 members 
Entering Unmasked Estep 
Score: -24023882.000000 Penalty: 6034.447266
	Iteration 6Q: 3 clusters Score -2.402388e+07 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85771 members 
Mstep: Class 2 contains 106416 members 
Entering Unmasked Estep 
Score: -24028768.000000 Penalty: 6034.447266
	Iteration 7Q: 3 clusters Score -2.402877e+07 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 109693 members 
Entering Unmasked Estep 
Score: -24035856.000000 Penalty: 6034.447266
	Iteration 8F: 3 clusters Score -2.403586e+07 nChanged 11879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79337 members 
Mstep: Class 2 contains 112850 members 
Entering Unmasked Estep 
Score: -24044694.000000 Penalty: 6034.447266
	Iteration 9F: 3 clusters Score -2.404469e+07 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76860 members 
Mstep: Class 2 contains 115327 members 
Entering Unmasked Estep 
Score: -24052130.000000 Penalty: 6034.447266
	Iteration 10F: 3 clusters Score -2.405213e+07 nChanged 9564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74930 members 
Mstep: Class 2 contains 117257 members 
Entering Unmasked Estep 
Score: -24057026.000000 Penalty: 6034.447266
	Iteration 11Q: 3 clusters Score -2.405703e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73410 members 
Mstep: Class 2 contains 118777 members 
Entering Unmasked Estep 
Score: -24059192.000000 Penalty: 6034.447266
	Iteration 12Q: 3 clusters Score -2.405919e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72104 members 
Mstep: Class 2 contains 120083 members 
Entering Unmasked Estep 
Score: -24060226.000000 Penalty: 6034.447266
	Iteration 13Q: 3 clusters Score -2.406023e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70709 members 
Mstep: Class 2 contains 121478 members 
Entering Unmasked Estep 
Score: -24060846.000000 Penalty: 6034.447266
	Iteration 14Q: 3 clusters Score -2.406085e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69325 members 
Mstep: Class 2 contains 122862 members 
Entering Unmasked Estep 
Score: -24061270.000000 Penalty: 6034.447266
	Iteration 15Q: 3 clusters Score -2.406127e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67965 members 
Mstep: Class 2 contains 124222 members 
Entering Unmasked Estep 
Score: -24061786.000000 Penalty: 6034.447266
	Iteration 16Q: 3 clusters Score -2.406179e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66535 members 
Mstep: Class 2 contains 125652 members 
Entering Unmasked Estep 
Score: -24062514.000000 Penalty: 6034.447266
	Iteration 17Q: 3 clusters Score -2.406251e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64972 members 
Mstep: Class 2 contains 127215 members 
Entering Unmasked Estep 
Score: -24063096.000000 Penalty: 6034.447266
	Iteration 18Q: 3 clusters Score -2.40631e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63404 members 
Mstep: Class 2 contains 128783 members 
Entering Unmasked Estep 
Score: -24063556.000000 Penalty: 6034.447266
	Iteration 19Q: 3 clusters Score -2.406356e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61847 members 
Mstep: Class 2 contains 130340 members 
Entering Unmasked Estep 
Score: -24064104.000000 Penalty: 6034.447266
	Iteration 20F: 3 clusters Score -2.40641e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60207 members 
Mstep: Class 2 contains 131980 members 
Entering Unmasked Estep 
Score: -24064568.000000 Penalty: 6034.447266
	Iteration 21Q: 3 clusters Score -2.406457e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58609 members 
Mstep: Class 2 contains 133578 members 
Entering Unmasked Estep 
Score: -24065014.000000 Penalty: 6034.447266
	Iteration 22Q: 3 clusters Score -2.406501e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56857 members 
Mstep: Class 2 contains 135330 members 
Entering Unmasked Estep 
Score: -24065352.000000 Penalty: 6034.447266
	Iteration 23Q: 3 clusters Score -2.406535e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 137233 members 
Entering Unmasked Estep 
Score: -24065842.000000 Penalty: 6034.447266
	Iteration 24Q: 3 clusters Score -2.406584e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 139210 members 
Entering Unmasked Estep 
Score: -24066626.000000 Penalty: 6034.447266
	Iteration 25Q: 3 clusters Score -2.406663e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 141246 members 
Entering Unmasked Estep 
Score: -24067100.000000 Penalty: 6034.447266
	Iteration 26Q: 3 clusters Score -2.40671e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 143268 members 
Entering Unmasked Estep 
Score: -24067656.000000 Penalty: 6034.447266
	Iteration 27Q: 3 clusters Score -2.406766e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 145415 members 
Entering Unmasked Estep 
Score: -24068192.000000 Penalty: 6034.447266
	Iteration 28Q: 3 clusters Score -2.406819e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 147575 members 
Entering Unmasked Estep 
Score: -24068878.000000 Penalty: 6034.447266
	Iteration 29Q: 3 clusters Score -2.406888e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 149795 members 
Entering Unmasked Estep 
Score: -24069736.000000 Penalty: 6034.447266
	Iteration 30Q: 3 clusters Score -2.406974e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 152201 members 
Entering Unmasked Estep 
Score: -24070512.000000 Penalty: 6034.447266
	Iteration 31Q: 3 clusters Score -2.407051e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 154621 members 
Entering Unmasked Estep 
Score: -24071406.000000 Penalty: 6034.447266
	Iteration 32Q: 3 clusters Score -2.407141e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 157166 members 
Entering Unmasked Estep 
Score: -24072432.000000 Penalty: 6034.447266
	Iteration 33Q: 3 clusters Score -2.407243e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 159708 members 
Entering Unmasked Estep 
Score: -24073210.000000 Penalty: 6034.447266
	Iteration 34Q: 3 clusters Score -2.407321e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 162291 members 
Entering Unmasked Estep 
Score: -24074104.000000 Penalty: 6034.447266
	Iteration 35Q: 3 clusters Score -2.40741e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 164907 members 
Entering Unmasked Estep 
Score: -24074704.000000 Penalty: 6034.447266
	Iteration 36Q: 3 clusters Score -2.40747e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 167476 members 
Entering Unmasked Estep 
Score: -24075600.000000 Penalty: 6034.447266
	Iteration 37Q: 3 clusters Score -2.40756e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 169923 members 
Entering Unmasked Estep 
Score: -24076346.000000 Penalty: 6034.447266
	Iteration 38Q: 3 clusters Score -2.407635e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 172202 members 
Entering Unmasked Estep 
Score: -24076942.000000 Penalty: 6034.447266
	Iteration 39Q: 3 clusters Score -2.407694e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 174388 members 
Entering Unmasked Estep 
Score: -24077634.000000 Penalty: 6034.447266
	Iteration 40F: 3 clusters Score -2.407763e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 176503 members 
Entering Unmasked Estep 
Score: -24078332.000000 Penalty: 6034.447266
	Iteration 41Q: 3 clusters Score -2.407833e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 178348 members 
Entering Unmasked Estep 
Score: -24078860.000000 Penalty: 6034.447266
	Iteration 42Q: 3 clusters Score -2.407886e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 180034 members 
Entering Unmasked Estep 
Score: -24079200.000000 Penalty: 6034.447266
	Iteration 43Q: 3 clusters Score -2.40792e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 181540 members 
Entering Unmasked Estep 
Score: -24079714.000000 Penalty: 6034.447266
	Iteration 44Q: 3 clusters Score -2.407971e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 182882 members 
Entering Unmasked Estep 
Score: -24080134.000000 Penalty: 6034.447266
	Iteration 45Q: 3 clusters Score -2.408013e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 184080 members 
Entering Unmasked Estep 
Score: -24080432.000000 Penalty: 6034.447266
	Iteration 46Q: 3 clusters Score -2.408043e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 185061 members 
Entering Unmasked Estep 
Score: -24080720.000000 Penalty: 6034.447266
	Iteration 47Q: 3 clusters Score -2.408072e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 185915 members 
Entering Unmasked Estep 
Score: -24080924.000000 Penalty: 6034.447266
	Iteration 48Q: 3 clusters Score -2.408092e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 186663 members 
Entering Unmasked Estep 
Score: -24081132.000000 Penalty: 6034.447266
	Iteration 49Q: 3 clusters Score -2.408113e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 187297 members 
Entering Unmasked Estep 
Score: -24081366.000000 Penalty: 6034.447266
	Iteration 50Q: 3 clusters Score -2.408137e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 187836 members 
Entering Unmasked Estep 
Score: -24081494.000000 Penalty: 6034.447266
	Iteration 51Q: 3 clusters Score -2.408149e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 188297 members 
Entering Unmasked Estep 
Score: -24081640.000000 Penalty: 6034.447266
	Iteration 52Q: 3 clusters Score -2.408164e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 188663 members 
Entering Unmasked Estep 
Score: -24081758.000000 Penalty: 6034.447266
	Iteration 53Q: 3 clusters Score -2.408176e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 188969 members 
Entering Unmasked Estep 
Score: -24081746.000000 Penalty: 6034.447266
	Iteration 54Q: 3 clusters Score -2.408175e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 189217 members 
Entering Unmasked Estep 
Score: -24081806.000000 Penalty: 6034.447266
	Iteration 55Q: 3 clusters Score -2.408181e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 189424 members 
Entering Unmasked Estep 
Score: -24081844.000000 Penalty: 6034.447266
	Iteration 56Q: 3 clusters Score -2.408184e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 189600 members 
Entering Unmasked Estep 
Score: -24081918.000000 Penalty: 6034.447266
	Iteration 57Q: 3 clusters Score -2.408192e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 189748 members 
Entering Unmasked Estep 
Score: -24081930.000000 Penalty: 6034.447266
	Iteration 58Q: 3 clusters Score -2.408193e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 189872 members 
Entering Unmasked Estep 
Score: -24081930.000000 Penalty: 6034.447266
	Iteration 59Q: 3 clusters Score -2.408193e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 189970 members 
Entering Unmasked Estep 
Score: -24081942.000000 Penalty: 6034.447266
	Iteration 60F: 3 clusters Score -2.408194e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 190056 members 
Entering Unmasked Estep 
Score: -24081948.000000 Penalty: 6034.447266
	Iteration 61Q: 3 clusters Score -2.408195e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 190142 members 
Entering Unmasked Estep 
Score: -24081964.000000 Penalty: 6034.447266
	Iteration 62Q: 3 clusters Score -2.408196e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 190214 members 
Entering Unmasked Estep 
Score: -24082016.000000 Penalty: 6034.447266
	Iteration 63Q: 3 clusters Score -2.408202e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 190269 members 
Entering Unmasked Estep 
Score: -24082020.000000 Penalty: 6034.447266
	Iteration 64Q: 3 clusters Score -2.408202e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 190309 members 
Entering Unmasked Estep 
Score: -24082046.000000 Penalty: 6034.447266
	Iteration 65Q: 3 clusters Score -2.408205e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 190351 members 
Entering Unmasked Estep 
Score: -24082040.000000 Penalty: 6034.447266
	Iteration 66Q: 3 clusters Score -2.408204e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 190389 members 
Entering Unmasked Estep 
Score: -24082066.000000 Penalty: 6034.447266
	Iteration 67Q: 3 clusters Score -2.408207e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 190424 members 
Entering Unmasked Estep 
Score: -24082082.000000 Penalty: 6034.447266
	Iteration 68Q: 3 clusters Score -2.408208e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 190458 members 
Entering Unmasked Estep 
Score: -24082098.000000 Penalty: 6034.447266
	Iteration 69Q: 3 clusters Score -2.40821e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 190485 members 
Entering Unmasked Estep 
Score: -24082116.000000 Penalty: 6034.447266
	Iteration 70Q: 3 clusters Score -2.408212e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 190507 members 
Entering Unmasked Estep 
Score: -24082106.000000 Penalty: 6034.447266
	Iteration 71Q: 3 clusters Score -2.408211e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 190531 members 
Entering Unmasked Estep 
Score: -24082106.000000 Penalty: 6034.447266
	Iteration 72Q: 3 clusters Score -2.408211e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 190547 members 
Entering Unmasked Estep 
Score: -24082138.000000 Penalty: 6034.447266
	Iteration 73Q: 3 clusters Score -2.408214e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 190560 members 
Entering Unmasked Estep 
Score: -24082156.000000 Penalty: 6034.447266
	Iteration 74Q: 3 clusters Score -2.408216e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 190574 members 
Entering Unmasked Estep 
Score: -24082144.000000 Penalty: 6034.447266
	Iteration 75Q: 3 clusters Score -2.408214e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 190586 members 
Entering Unmasked Estep 
Score: -24082118.000000 Penalty: 6034.447266
	Iteration 76Q: 3 clusters Score -2.408212e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 190598 members 
Entering Unmasked Estep 
Score: -24082138.000000 Penalty: 6034.447266
	Iteration 77Q: 3 clusters Score -2.408214e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 190614 members 
Entering Unmasked Estep 
Score: -24082152.000000 Penalty: 6034.447266
	Iteration 78Q: 3 clusters Score -2.408215e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 190635 members 
Entering Unmasked Estep 
Score: -24082122.000000 Penalty: 6034.447266
	Iteration 79Q: 3 clusters Score -2.408212e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 190647 members 
Entering Unmasked Estep 
Score: -24082124.000000 Penalty: 6034.447266
	Iteration 80F: 3 clusters Score -2.408212e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 190667 members 
Entering Unmasked Estep 
Score: -24082146.000000 Penalty: 6034.447266
	Iteration 81Q: 3 clusters Score -2.408215e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 190688 members 
Entering Unmasked Estep 
Score: -24082146.000000 Penalty: 6034.447266
	Iteration 82Q: 3 clusters Score -2.408215e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 190706 members 
Entering Unmasked Estep 
Score: -24082166.000000 Penalty: 6034.447266
	Iteration 83Q: 3 clusters Score -2.408217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 190713 members 
Entering Unmasked Estep 
Score: -24082154.000000 Penalty: 6034.447266
	Iteration 84Q: 3 clusters Score -2.408215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 190720 members 
Entering Unmasked Estep 
Score: -24082162.000000 Penalty: 6034.447266
	Iteration 85Q: 3 clusters Score -2.408216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 190729 members 
Entering Unmasked Estep 
Score: -24082146.000000 Penalty: 6034.447266
	Iteration 86Q: 3 clusters Score -2.408215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 190733 members 
Entering Unmasked Estep 
Score: -24082154.000000 Penalty: 6034.447266
	Iteration 87Q: 3 clusters Score -2.408215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 190738 members 
Entering Unmasked Estep 
Score: -24082158.000000 Penalty: 6034.447266
	Iteration 88Q: 3 clusters Score -2.408216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 190745 members 
Entering Unmasked Estep 
Score: -24082178.000000 Penalty: 6034.447266
	Iteration 89Q: 3 clusters Score -2.408218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 190749 members 
Entering Unmasked Estep 
Score: -24082198.000000 Penalty: 6034.447266
	Iteration 90Q: 3 clusters Score -2.40822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 190751 members 
Entering Unmasked Estep 
Score: -24082190.000000 Penalty: 6034.447266
	Iteration 91Q: 3 clusters Score -2.408219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 190753 members 
Entering Unmasked Estep 
Score: -24082200.000000 Penalty: 6034.447266
	Iteration 92Q: 3 clusters Score -2.40822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 190754 members 
Entering Unmasked Estep 
Score: -24082198.000000 Penalty: 6034.447266
	Iteration 93Q: 3 clusters Score -2.40822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 190754 members 
Entering Unmasked Estep 
Score: -24082198.000000 Penalty: 6034.447266
	Iteration 94F: 3 clusters Score -2.40822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (77055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77055 members 
Entering Unmasked Estep 
Score: -9325180.000000 Penalty: 2790.563965
	Iteration 0F: 2 clusters Score -9325180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -9273657.000000 Penalty: 5581.127930
	Iteration 0F: 3 clusters Score -9273657 nChanged 36063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -9293626.000000 Penalty: 5581.127930
	Iteration 1F: 3 clusters Score -9293626 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -9294093.000000 Penalty: 5581.127930
	Iteration 2Q: 3 clusters Score -9294093 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -9294541.000000 Penalty: 5581.127930
	Iteration 3Q: 3 clusters Score -9294541 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -9294891.000000 Penalty: 5581.127930
	Iteration 4Q: 3 clusters Score -9294891 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -9295270.000000 Penalty: 5581.127930
	Iteration 5Q: 3 clusters Score -9295270 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -9295657.000000 Penalty: 5581.127930
	Iteration 6Q: 3 clusters Score -9295657 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -9296049.000000 Penalty: 5581.127930
	Iteration 7Q: 3 clusters Score -9296049 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -9296437.000000 Penalty: 5581.127930
	Iteration 8Q: 3 clusters Score -9296437 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -9296938.000000 Penalty: 5581.127930
	Iteration 9Q: 3 clusters Score -9296938 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -9297585.000000 Penalty: 5581.127930
	Iteration 10Q: 3 clusters Score -9297585 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -9298335.000000 Penalty: 5581.127930
	Iteration 11Q: 3 clusters Score -9298335 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -9299442.000000 Penalty: 5581.127930
	Iteration 12Q: 3 clusters Score -9299442 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -9300703.000000 Penalty: 5581.127930
	Iteration 13Q: 3 clusters Score -9300703 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
Score: -9302312.000000 Penalty: 5581.127930
	Iteration 14Q: 3 clusters Score -9302312 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -9304409.000000 Penalty: 5581.127930
	Iteration 15Q: 3 clusters Score -9304409 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
Score: -9306636.000000 Penalty: 5581.127930
	Iteration 16Q: 3 clusters Score -9306636 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -9308654.000000 Penalty: 5581.127930
	Iteration 17Q: 3 clusters Score -9308654 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 54067 members 
Entering Unmasked Estep 
Score: -9310120.000000 Penalty: 5581.127930
	Iteration 18Q: 3 clusters Score -9310120 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -9311237.000000 Penalty: 5581.127930
	Iteration 19Q: 3 clusters Score -9311237 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
Score: -9312040.000000 Penalty: 5581.127930
	Iteration 20F: 3 clusters Score -9312040 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 58644 members 
Entering Unmasked Estep 
Score: -9312739.000000 Penalty: 5581.127930
	Iteration 21Q: 3 clusters Score -9312739 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 60207 members 
Entering Unmasked Estep 
Score: -9313419.000000 Penalty: 5581.127930
	Iteration 22Q: 3 clusters Score -9313419 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -9314105.000000 Penalty: 5581.127930
	Iteration 23Q: 3 clusters Score -9314105 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 63329 members 
Entering Unmasked Estep 
Score: -9314909.000000 Penalty: 5581.127930
	Iteration 24Q: 3 clusters Score -9314909 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -9315747.000000 Penalty: 5581.127930
	Iteration 25Q: 3 clusters Score -9315747 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 66396 members 
Entering Unmasked Estep 
Score: -9316709.000000 Penalty: 5581.127930
	Iteration 26Q: 3 clusters Score -9316709 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 67813 members 
Entering Unmasked Estep 
Score: -9317677.000000 Penalty: 5581.127930
	Iteration 27Q: 3 clusters Score -9317677 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 69041 members 
Entering Unmasked Estep 
Score: -9318485.000000 Penalty: 5581.127930
	Iteration 28Q: 3 clusters Score -9318485 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 70072 members 
Entering Unmasked Estep 
Score: -9319217.000000 Penalty: 5581.127930
	Iteration 29Q: 3 clusters Score -9319217 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 70955 members 
Entering Unmasked Estep 
Score: -9319869.000000 Penalty: 5581.127930
	Iteration 30Q: 3 clusters Score -9319869 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 71679 members 
Entering Unmasked Estep 
Score: -9320399.000000 Penalty: 5581.127930
	Iteration 31Q: 3 clusters Score -9320399 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 72259 members 
Entering Unmasked Estep 
Score: -9320830.000000 Penalty: 5581.127930
	Iteration 32Q: 3 clusters Score -9320830 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 72723 members 
Entering Unmasked Estep 
Score: -9321164.000000 Penalty: 5581.127930
	Iteration 33Q: 3 clusters Score -9321164 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 73097 members 
Entering Unmasked Estep 
Score: -9321358.000000 Penalty: 5581.127930
	Iteration 34Q: 3 clusters Score -9321358 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 73390 members 
Entering Unmasked Estep 
Score: -9321525.000000 Penalty: 5581.127930
	Iteration 35Q: 3 clusters Score -9321525 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 73652 members 
Entering Unmasked Estep 
Score: -9321653.000000 Penalty: 5581.127930
	Iteration 36Q: 3 clusters Score -9321653 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 73852 members 
Entering Unmasked Estep 
Score: -9321767.000000 Penalty: 5581.127930
	Iteration 37Q: 3 clusters Score -9321767 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 74037 members 
Entering Unmasked Estep 
Score: -9321861.000000 Penalty: 5581.127930
	Iteration 38Q: 3 clusters Score -9321861 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 74215 members 
Entering Unmasked Estep 
Score: -9321948.000000 Penalty: 5581.127930
	Iteration 39Q: 3 clusters Score -9321948 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 74361 members 
Entering Unmasked Estep 
Score: -9321990.000000 Penalty: 5581.127930
	Iteration 40F: 3 clusters Score -9321990 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 74499 members 
Entering Unmasked Estep 
Score: -9322045.000000 Penalty: 5581.127930
	Iteration 41Q: 3 clusters Score -9322045 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 74616 members 
Entering Unmasked Estep 
Score: -9322098.000000 Penalty: 5581.127930
	Iteration 42Q: 3 clusters Score -9322098 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 74721 members 
Entering Unmasked Estep 
Score: -9322127.000000 Penalty: 5581.127930
	Iteration 43Q: 3 clusters Score -9322127 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 74823 members 
Entering Unmasked Estep 
Score: -9322161.000000 Penalty: 5581.127930
	Iteration 44Q: 3 clusters Score -9322161 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 74905 members 
Entering Unmasked Estep 
Score: -9322176.000000 Penalty: 5581.127930
	Iteration 45Q: 3 clusters Score -9322176 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 74971 members 
Entering Unmasked Estep 
Score: -9322234.000000 Penalty: 5581.127930
	Iteration 46Q: 3 clusters Score -9322234 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 75040 members 
Entering Unmasked Estep 
Score: -9322275.000000 Penalty: 5581.127930
	Iteration 47Q: 3 clusters Score -9322275 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 75105 members 
Entering Unmasked Estep 
Score: -9322297.000000 Penalty: 5581.127930
	Iteration 48Q: 3 clusters Score -9322297 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 75169 members 
Entering Unmasked Estep 
Score: -9322307.000000 Penalty: 5581.127930
	Iteration 49Q: 3 clusters Score -9322307 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 75238 members 
Entering Unmasked Estep 
Score: -9322353.000000 Penalty: 5581.127930
	Iteration 50Q: 3 clusters Score -9322353 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 75298 members 
Entering Unmasked Estep 
Score: -9322372.000000 Penalty: 5581.127930
	Iteration 51Q: 3 clusters Score -9322372 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 75357 members 
Entering Unmasked Estep 
Score: -9322401.000000 Penalty: 5581.127930
	Iteration 52Q: 3 clusters Score -9322401 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 75415 members 
Entering Unmasked Estep 
Score: -9322433.000000 Penalty: 5581.127930
	Iteration 53Q: 3 clusters Score -9322433 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 75473 members 
Entering Unmasked Estep 
Score: -9322452.000000 Penalty: 5581.127930
	Iteration 54Q: 3 clusters Score -9322452 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 75531 members 
Entering Unmasked Estep 
Score: -9322462.000000 Penalty: 5581.127930
	Iteration 55Q: 3 clusters Score -9322462 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 75584 members 
Entering Unmasked Estep 
Score: -9322472.000000 Penalty: 5581.127930
	Iteration 56Q: 3 clusters Score -9322472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 75621 members 
Entering Unmasked Estep 
Score: -9322476.000000 Penalty: 5581.127930
	Iteration 57Q: 3 clusters Score -9322476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 75654 members 
Entering Unmasked Estep 
Score: -9322495.000000 Penalty: 5581.127930
	Iteration 58Q: 3 clusters Score -9322495 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 75697 members 
Entering Unmasked Estep 
Score: -9322503.000000 Penalty: 5581.127930
	Iteration 59Q: 3 clusters Score -9322503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 75728 members 
Entering Unmasked Estep 
Score: -9322518.000000 Penalty: 5581.127930
	Iteration 60F: 3 clusters Score -9322518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 75755 members 
Entering Unmasked Estep 
Score: -9322536.000000 Penalty: 5581.127930
	Iteration 61Q: 3 clusters Score -9322536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
Score: -9322536.000000 Penalty: 5581.127930
	Iteration 62Q: 3 clusters Score -9322536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 75799 members 
Entering Unmasked Estep 
Score: -9322542.000000 Penalty: 5581.127930
	Iteration 63Q: 3 clusters Score -9322542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 75814 members 
Entering Unmasked Estep 
Score: -9322542.000000 Penalty: 5581.127930
	Iteration 64Q: 3 clusters Score -9322542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 75834 members 
Entering Unmasked Estep 
Score: -9322553.000000 Penalty: 5581.127930
	Iteration 65Q: 3 clusters Score -9322553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 75854 members 
Entering Unmasked Estep 
Score: -9322560.000000 Penalty: 5581.127930
	Iteration 66Q: 3 clusters Score -9322560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 75874 members 
Entering Unmasked Estep 
Score: -9322566.000000 Penalty: 5581.127930
	Iteration 67Q: 3 clusters Score -9322566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 75884 members 
Entering Unmasked Estep 
Score: -9322569.000000 Penalty: 5581.127930
	Iteration 68Q: 3 clusters Score -9322569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 75889 members 
Entering Unmasked Estep 
Score: -9322577.000000 Penalty: 5581.127930
	Iteration 69Q: 3 clusters Score -9322577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 75895 members 
Entering Unmasked Estep 
Score: -9322586.000000 Penalty: 5581.127930
	Iteration 70Q: 3 clusters Score -9322586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 75900 members 
Entering Unmasked Estep 
Score: -9322596.000000 Penalty: 5581.127930
	Iteration 71Q: 3 clusters Score -9322596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 75905 members 
Entering Unmasked Estep 
Score: -9322595.000000 Penalty: 5581.127930
	Iteration 72Q: 3 clusters Score -9322595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 75911 members 
Entering Unmasked Estep 
Score: -9322591.000000 Penalty: 5581.127930
	Iteration 73Q: 3 clusters Score -9322591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 75917 members 
Entering Unmasked Estep 
Score: -9322599.000000 Penalty: 5581.127930
	Iteration 74Q: 3 clusters Score -9322599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 75925 members 
Entering Unmasked Estep 
Score: -9322599.000000 Penalty: 5581.127930
	Iteration 75Q: 3 clusters Score -9322599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 75934 members 
Entering Unmasked Estep 
Score: -9322591.000000 Penalty: 5581.127930
	Iteration 76Q: 3 clusters Score -9322591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 75944 members 
Entering Unmasked Estep 
Score: -9322595.000000 Penalty: 5581.127930
	Iteration 77Q: 3 clusters Score -9322595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 75957 members 
Entering Unmasked Estep 
Score: -9322611.000000 Penalty: 5581.127930
	Iteration 78Q: 3 clusters Score -9322611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 75971 members 
Entering Unmasked Estep 
Score: -9322606.000000 Penalty: 5581.127930
	Iteration 79Q: 3 clusters Score -9322606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 75987 members 
Entering Unmasked Estep 
Score: -9322622.000000 Penalty: 5581.127930
	Iteration 80F: 3 clusters Score -9322622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 76006 members 
Entering Unmasked Estep 
Score: -9322626.000000 Penalty: 5581.127930
	Iteration 81Q: 3 clusters Score -9322626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 76025 members 
Entering Unmasked Estep 
Score: -9322627.000000 Penalty: 5581.127930
	Iteration 82Q: 3 clusters Score -9322627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 76042 members 
Entering Unmasked Estep 
Score: -9322637.000000 Penalty: 5581.127930
	Iteration 83Q: 3 clusters Score -9322637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 76056 members 
Entering Unmasked Estep 
Score: -9322640.000000 Penalty: 5581.127930
	Iteration 84Q: 3 clusters Score -9322640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 76065 members 
Entering Unmasked Estep 
Score: -9322655.000000 Penalty: 5581.127930
	Iteration 85Q: 3 clusters Score -9322655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 76082 members 
Entering Unmasked Estep 
Score: -9322672.000000 Penalty: 5581.127930
	Iteration 86Q: 3 clusters Score -9322672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 76097 members 
Entering Unmasked Estep 
Score: -9322685.000000 Penalty: 5581.127930
	Iteration 87Q: 3 clusters Score -9322685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 76110 members 
Entering Unmasked Estep 
Score: -9322701.000000 Penalty: 5581.127930
	Iteration 88Q: 3 clusters Score -9322701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
Score: -9322704.000000 Penalty: 5581.127930
	Iteration 89Q: 3 clusters Score -9322704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 76137 members 
Entering Unmasked Estep 
Score: -9322712.000000 Penalty: 5581.127930
	Iteration 90Q: 3 clusters Score -9322712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 76146 members 
Entering Unmasked Estep 
Score: -9322710.000000 Penalty: 5581.127930
	Iteration 91Q: 3 clusters Score -9322710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 76155 members 
Entering Unmasked Estep 
Score: -9322715.000000 Penalty: 5581.127930
	Iteration 92Q: 3 clusters Score -9322715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -9322712.000000 Penalty: 5581.127930
	Iteration 93Q: 3 clusters Score -9322712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 76171 members 
Entering Unmasked Estep 
Score: -9322710.000000 Penalty: 5581.127930
	Iteration 94Q: 3 clusters Score -9322710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 76183 members 
Entering Unmasked Estep 
Score: -9322720.000000 Penalty: 5581.127930
	Iteration 95Q: 3 clusters Score -9322720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 76195 members 
Entering Unmasked Estep 
Score: -9322724.000000 Penalty: 5581.127930
	Iteration 96Q: 3 clusters Score -9322724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 76207 members 
Entering Unmasked Estep 
Score: -9322733.000000 Penalty: 5581.127930
	Iteration 97Q: 3 clusters Score -9322733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 76213 members 
Entering Unmasked Estep 
Score: -9322726.000000 Penalty: 5581.127930
	Iteration 98Q: 3 clusters Score -9322726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 76220 members 
Entering Unmasked Estep 
Score: -9322727.000000 Penalty: 5581.127930
	Iteration 99Q: 3 clusters Score -9322727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 76231 members 
Entering Unmasked Estep 
Score: -9322733.000000 Penalty: 5581.127930
	Iteration 100F: 3 clusters Score -9322733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 76243 members 
Entering Unmasked Estep 
Score: -9322734.000000 Penalty: 5581.127930
	Iteration 101Q: 3 clusters Score -9322734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 76249 members 
Entering Unmasked Estep 
Score: -9322739.000000 Penalty: 5581.127930
	Iteration 102Q: 3 clusters Score -9322739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 76254 members 
Entering Unmasked Estep 
Score: -9322744.000000 Penalty: 5581.127930
	Iteration 103Q: 3 clusters Score -9322744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 76259 members 
Entering Unmasked Estep 
Score: -9322741.000000 Penalty: 5581.127930
	Iteration 104Q: 3 clusters Score -9322741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 76263 members 
Entering Unmasked Estep 
Score: -9322751.000000 Penalty: 5581.127930
	Iteration 105Q: 3 clusters Score -9322751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 76267 members 
Entering Unmasked Estep 
Score: -9322749.000000 Penalty: 5581.127930
	Iteration 106Q: 3 clusters Score -9322749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 76269 members 
Entering Unmasked Estep 
Score: -9322751.000000 Penalty: 5581.127930
	Iteration 107Q: 3 clusters Score -9322751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 76272 members 
Entering Unmasked Estep 
Score: -9322750.000000 Penalty: 5581.127930
	Iteration 108Q: 3 clusters Score -9322750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 76273 members 
Entering Unmasked Estep 
Score: -9322749.000000 Penalty: 5581.127930
	Iteration 109Q: 3 clusters Score -9322749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 76272 members 
Entering Unmasked Estep 
Score: -9322748.000000 Penalty: 5581.127930
	Iteration 110Q: 3 clusters Score -9322748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 76273 members 
Entering Unmasked Estep 
Score: -9322748.000000 Penalty: 5581.127930
	Iteration 111Q: 3 clusters Score -9322748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 76273 members 
Entering Unmasked Estep 
Score: -9322748.000000 Penalty: 5581.127930
	Iteration 112F: 3 clusters Score -9322748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Entering Unmasked Estep 
Score: -3448442.000000 Penalty: 2533.167725
	Iteration 0F: 2 clusters Score -3448442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3429612.500000 Penalty: 5066.335449
	Iteration 0F: 3 clusters Score -3429612 nChanged 12157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -3436241.750000 Penalty: 5066.335449
	Iteration 1F: 3 clusters Score -3436242 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -3436815.500000 Penalty: 5066.335449
	Iteration 2F: 3 clusters Score -3436816 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -3437405.500000 Penalty: 5066.335449
	Iteration 3F: 3 clusters Score -3437406 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -3438126.500000 Penalty: 5066.335449
	Iteration 4F: 3 clusters Score -3438126 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -3439076.250000 Penalty: 5066.335449
	Iteration 5F: 3 clusters Score -3439076 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -3440434.750000 Penalty: 5066.335449
	Iteration 6F: 3 clusters Score -3440435 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -3442098.750000 Penalty: 5066.335449
	Iteration 7F: 3 clusters Score -3442099 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -3443768.750000 Penalty: 5066.335449
	Iteration 8F: 3 clusters Score -3443769 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -3445097.250000 Penalty: 5066.335449
	Iteration 9Q: 3 clusters Score -3445097 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -3445821.500000 Penalty: 5066.335449
	Iteration 10Q: 3 clusters Score -3445822 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -3446141.750000 Penalty: 5066.335449
	Iteration 11Q: 3 clusters Score -3446142 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -3446309.750000 Penalty: 5066.335449
	Iteration 12Q: 3 clusters Score -3446310 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3446421.250000 Penalty: 5066.335449
	Iteration 13Q: 3 clusters Score -3446421 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -3446498.250000 Penalty: 5066.335449
	Iteration 14Q: 3 clusters Score -3446498 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -3446548.000000 Penalty: 5066.335449
	Iteration 15Q: 3 clusters Score -3446548 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3446573.500000 Penalty: 5066.335449
	Iteration 16Q: 3 clusters Score -3446574 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -3446610.000000 Penalty: 5066.335449
	Iteration 17Q: 3 clusters Score -3446610 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -3446632.000000 Penalty: 5066.335449
	Iteration 18Q: 3 clusters Score -3446632 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -3446652.000000 Penalty: 5066.335449
	Iteration 19Q: 3 clusters Score -3446652 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -3446655.250000 Penalty: 5066.335449
	Iteration 20F: 3 clusters Score -3446655 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -3446682.250000 Penalty: 5066.335449
	Iteration 21Q: 3 clusters Score -3446682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -3446687.750000 Penalty: 5066.335449
	Iteration 22Q: 3 clusters Score -3446688 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -3446698.000000 Penalty: 5066.335449
	Iteration 23Q: 3 clusters Score -3446698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -3446708.500000 Penalty: 5066.335449
	Iteration 24Q: 3 clusters Score -3446708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3446710.250000 Penalty: 5066.335449
	Iteration 25Q: 3 clusters Score -3446710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -3446720.500000 Penalty: 5066.335449
	Iteration 26Q: 3 clusters Score -3446720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -3446732.750000 Penalty: 5066.335449
	Iteration 27Q: 3 clusters Score -3446733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -3446735.000000 Penalty: 5066.335449
	Iteration 28Q: 3 clusters Score -3446735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3446736.750000 Penalty: 5066.335449
	Iteration 29Q: 3 clusters Score -3446737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -3446743.000000 Penalty: 5066.335449
	Iteration 30Q: 3 clusters Score -3446743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -3446740.000000 Penalty: 5066.335449
	Iteration 31Q: 3 clusters Score -3446740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -3446749.250000 Penalty: 5066.335449
	Iteration 32Q: 3 clusters Score -3446749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3446751.500000 Penalty: 5066.335449
	Iteration 33Q: 3 clusters Score -3446752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -3446753.750000 Penalty: 5066.335449
	Iteration 34Q: 3 clusters Score -3446754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3446753.750000 Penalty: 5066.335449
	Iteration 35Q: 3 clusters Score -3446754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -3446756.500000 Penalty: 5066.335449
	Iteration 36Q: 3 clusters Score -3446756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -3446755.750000 Penalty: 5066.335449
	Iteration 37Q: 3 clusters Score -3446756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -3446759.750000 Penalty: 5066.335449
	Iteration 38Q: 3 clusters Score -3446760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -3446757.500000 Penalty: 5066.335449
	Iteration 39Q: 3 clusters Score -3446758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -3446756.500000 Penalty: 5066.335449
	Iteration 40F: 3 clusters Score -3446756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -3446751.750000 Penalty: 5066.335449
	Iteration 41Q: 3 clusters Score -3446752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -3446756.250000 Penalty: 5066.335449
	Iteration 42Q: 3 clusters Score -3446756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -3446756.250000 Penalty: 5066.335449
	Iteration 43F: 3 clusters Score -3446756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Entering Unmasked Estep 
Score: -99200.500000 Penalty: 1677.156982
	Iteration 0F: 2 clusters Score -99200.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -97352.609375 Penalty: 3354.313965
	Iteration 0F: 3 clusters Score -97352.61 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -97589.359375 Penalty: 3354.313965
	Iteration 1F: 3 clusters Score -97589.36 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -97644.687500 Penalty: 3354.313965
	Iteration 2Q: 3 clusters Score -97644.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -97670.484375 Penalty: 3354.313965
	Iteration 3Q: 3 clusters Score -97670.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -97685.960938 Penalty: 3354.313965
	Iteration 4Q: 3 clusters Score -97685.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97698.375000 Penalty: 3354.313965
	Iteration 5Q: 3 clusters Score -97698.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -97706.601562 Penalty: 3354.313965
	Iteration 6Q: 3 clusters Score -97706.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -97709.750000 Penalty: 3354.313965
	Iteration 7Q: 3 clusters Score -97709.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -97711.687500 Penalty: 3354.313965
	Iteration 8Q: 3 clusters Score -97711.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -97711.687500 Penalty: 3354.313965
	Iteration 9F: 3 clusters Score -97711.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -83430.664062 Penalty: 1632.685547
	Iteration 0F: 2 clusters Score -83430.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -81719.054688 Penalty: 3265.371094
	Iteration 0F: 3 clusters Score -81719.05 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -81955.578125 Penalty: 3265.371094
	Iteration 1F: 3 clusters Score -81955.58 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -82065.648438 Penalty: 3265.371094
	Iteration 2F: 3 clusters Score -82065.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -82172.406250 Penalty: 3265.371094
	Iteration 3Q: 3 clusters Score -82172.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -82235.265625 Penalty: 3265.371094
	Iteration 4Q: 3 clusters Score -82235.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -82256.132812 Penalty: 3265.371094
	Iteration 5Q: 3 clusters Score -82256.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -82282.726562 Penalty: 3265.371094
	Iteration 6Q: 3 clusters Score -82282.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -82291.023438 Penalty: 3265.371094
	Iteration 7Q: 3 clusters Score -82291.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -82309.382812 Penalty: 3265.371094
	Iteration 8Q: 3 clusters Score -82309.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -82316.570312 Penalty: 3265.371094
	Iteration 9Q: 3 clusters Score -82316.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -82325.828125 Penalty: 3265.371094
	Iteration 10Q: 3 clusters Score -82325.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -82325.828125 Penalty: 3265.371094
	Iteration 11F: 3 clusters Score -82325.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Entering Unmasked Estep 
Score: -3679483.250000 Penalty: 2560.979492
	Iteration 0F: 2 clusters Score -3679483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -3658675.000000 Penalty: 5121.958984
	Iteration 0F: 3 clusters Score -3658675 nChanged 13764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -3666896.750000 Penalty: 5121.958984
	Iteration 1F: 3 clusters Score -3666897 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -3668403.000000 Penalty: 5121.958984
	Iteration 2F: 3 clusters Score -3668403 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -3670302.500000 Penalty: 5121.958984
	Iteration 3F: 3 clusters Score -3670302 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -3672007.250000 Penalty: 5121.958984
	Iteration 4F: 3 clusters Score -3672007 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -3673580.250000 Penalty: 5121.958984
	Iteration 5F: 3 clusters Score -3673580 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -3674895.750000 Penalty: 5121.958984
	Iteration 6F: 3 clusters Score -3674896 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -3676075.000000 Penalty: 5121.958984
	Iteration 7F: 3 clusters Score -3676075 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -3677217.250000 Penalty: 5121.958984
	Iteration 8Q: 3 clusters Score -3677217 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -3678216.250000 Penalty: 5121.958984
	Iteration 9Q: 3 clusters Score -3678216 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -3678779.250000 Penalty: 5121.958984
	Iteration 10Q: 3 clusters Score -3678779 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -3679083.500000 Penalty: 5121.958984
	Iteration 11Q: 3 clusters Score -3679084 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -3679248.250000 Penalty: 5121.958984
	Iteration 12Q: 3 clusters Score -3679248 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -3679349.500000 Penalty: 5121.958984
	Iteration 13Q: 3 clusters Score -3679350 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -3679409.000000 Penalty: 5121.958984
	Iteration 14Q: 3 clusters Score -3679409 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -3679457.000000 Penalty: 5121.958984
	Iteration 15Q: 3 clusters Score -3679457 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -3679499.750000 Penalty: 5121.958984
	Iteration 16Q: 3 clusters Score -3679500 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -3679518.000000 Penalty: 5121.958984
	Iteration 17Q: 3 clusters Score -3679518 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -3679545.000000 Penalty: 5121.958984
	Iteration 18Q: 3 clusters Score -3679545 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -3679564.500000 Penalty: 5121.958984
	Iteration 19Q: 3 clusters Score -3679564 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -3679578.750000 Penalty: 5121.958984
	Iteration 20F: 3 clusters Score -3679579 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -3679607.000000 Penalty: 5121.958984
	Iteration 21Q: 3 clusters Score -3679607 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -3679637.000000 Penalty: 5121.958984
	Iteration 22Q: 3 clusters Score -3679637 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -3679654.250000 Penalty: 5121.958984
	Iteration 23Q: 3 clusters Score -3679654 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -3679663.750000 Penalty: 5121.958984
	Iteration 24Q: 3 clusters Score -3679664 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -3679674.000000 Penalty: 5121.958984
	Iteration 25Q: 3 clusters Score -3679674 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -3679685.750000 Penalty: 5121.958984
	Iteration 26Q: 3 clusters Score -3679686 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -3679703.750000 Penalty: 5121.958984
	Iteration 27Q: 3 clusters Score -3679704 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -3679733.500000 Penalty: 5121.958984
	Iteration 28Q: 3 clusters Score -3679734 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -3679750.750000 Penalty: 5121.958984
	Iteration 29Q: 3 clusters Score -3679751 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -3679775.250000 Penalty: 5121.958984
	Iteration 30Q: 3 clusters Score -3679775 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -3679791.250000 Penalty: 5121.958984
	Iteration 31Q: 3 clusters Score -3679791 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3679807.750000 Penalty: 5121.958984
	Iteration 32Q: 3 clusters Score -3679808 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -3679822.750000 Penalty: 5121.958984
	Iteration 33Q: 3 clusters Score -3679823 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -3679847.250000 Penalty: 5121.958984
	Iteration 34Q: 3 clusters Score -3679847 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -3679855.500000 Penalty: 5121.958984
	Iteration 35Q: 3 clusters Score -3679856 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -3679869.000000 Penalty: 5121.958984
	Iteration 36Q: 3 clusters Score -3679869 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -3679884.250000 Penalty: 5121.958984
	Iteration 37Q: 3 clusters Score -3679884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -3679895.000000 Penalty: 5121.958984
	Iteration 38Q: 3 clusters Score -3679895 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -3679898.750000 Penalty: 5121.958984
	Iteration 39Q: 3 clusters Score -3679899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -3679900.500000 Penalty: 5121.958984
	Iteration 40F: 3 clusters Score -3679900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -3679903.750000 Penalty: 5121.958984
	Iteration 41Q: 3 clusters Score -3679904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -3679909.500000 Penalty: 5121.958984
	Iteration 42Q: 3 clusters Score -3679910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -3679906.500000 Penalty: 5121.958984
	Iteration 43Q: 3 clusters Score -3679906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -3679907.500000 Penalty: 5121.958984
	Iteration 44Q: 3 clusters Score -3679908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3679908.500000 Penalty: 5121.958984
	Iteration 45Q: 3 clusters Score -3679908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -3679912.000000 Penalty: 5121.958984
	Iteration 46Q: 3 clusters Score -3679912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -3679914.750000 Penalty: 5121.958984
	Iteration 47Q: 3 clusters Score -3679915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -3679911.500000 Penalty: 5121.958984
	Iteration 48Q: 3 clusters Score -3679912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -3679913.750000 Penalty: 5121.958984
	Iteration 49Q: 3 clusters Score -3679914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -3679919.500000 Penalty: 5121.958984
	Iteration 50Q: 3 clusters Score -3679920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3679924.500000 Penalty: 5121.958984
	Iteration 51Q: 3 clusters Score -3679924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -3679920.250000 Penalty: 5121.958984
	Iteration 52Q: 3 clusters Score -3679920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3679920.500000 Penalty: 5121.958984
	Iteration 53Q: 3 clusters Score -3679920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3679924.500000 Penalty: 5121.958984
	Iteration 54Q: 3 clusters Score -3679924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3679933.250000 Penalty: 5121.958984
	Iteration 55Q: 3 clusters Score -3679933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -3679935.250000 Penalty: 5121.958984
	Iteration 56Q: 3 clusters Score -3679935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3679937.000000 Penalty: 5121.958984
	Iteration 57Q: 3 clusters Score -3679937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -3679933.000000 Penalty: 5121.958984
	Iteration 58Q: 3 clusters Score -3679933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -3679933.000000 Penalty: 5121.958984
	Iteration 59F: 3 clusters Score -3679933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109656 members 
Mstep: Class 4 contains 16770 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 16053 members 
Mstep: Class 8 contains 301315 members 
Mstep: Class 9 contains 58466 members 
Mstep: Class 10 contains 26239 members 
Mstep: Class 11 contains 4135 members 
Mstep: Class 12 contains 30845 members 
Mstep: Class 13 contains 14303 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 15 contains 192187 members 
Mstep: Class 16 contains 77055 members 
Mstep: Class 17 contains 27293 members 
Mstep: Class 18 contains 865 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 26330 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 21487 members 
Mstep: Class 23 contains 11350 members 
Mstep: Class 24 contains 20740 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 291199 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2648 members 
Mstep: Class 30 contains 4202 members 
Entering Unmasked Estep 
Score: -154591296.000000 Penalty: 104589.859375
Splitting cluster 20 changes total score from -154591200.000000 to -154591296.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 21 (3131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Entering Unmasked Estep 
Score: -355321.437500 Penalty: 1996.178711
	Iteration 0F: 2 clusters Score -355321.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -352044.218750 Penalty: 3992.357422
	Iteration 0F: 3 clusters Score -352044.2 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -352756.906250 Penalty: 3992.357422
	Iteration 1F: 3 clusters Score -352756.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -352929.156250 Penalty: 3992.357422
	Iteration 2F: 3 clusters Score -352929.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -353050.562500 Penalty: 3992.357422
	Iteration 3Q: 3 clusters Score -353050.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -353137.312500 Penalty: 3992.357422
	Iteration 4Q: 3 clusters Score -353137.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -353206.718750 Penalty: 3992.357422
	Iteration 5Q: 3 clusters Score -353206.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -353254.000000 Penalty: 3992.357422
	Iteration 6Q: 3 clusters Score -353254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -353297.875000 Penalty: 3992.357422
	Iteration 7Q: 3 clusters Score -353297.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -353328.000000 Penalty: 3992.357422
	Iteration 8Q: 3 clusters Score -353328 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -353354.187500 Penalty: 3992.357422
	Iteration 9Q: 3 clusters Score -353354.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -353376.968750 Penalty: 3992.357422
	Iteration 10Q: 3 clusters Score -353377 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -353399.531250 Penalty: 3992.357422
	Iteration 11Q: 3 clusters Score -353399.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -353415.593750 Penalty: 3992.357422
	Iteration 12Q: 3 clusters Score -353415.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -353431.750000 Penalty: 3992.357422
	Iteration 13Q: 3 clusters Score -353431.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -353453.875000 Penalty: 3992.357422
	Iteration 14Q: 3 clusters Score -353453.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -353466.437500 Penalty: 3992.357422
	Iteration 15Q: 3 clusters Score -353466.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -353480.343750 Penalty: 3992.357422
	Iteration 16Q: 3 clusters Score -353480.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -353489.812500 Penalty: 3992.357422
	Iteration 17Q: 3 clusters Score -353489.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -353496.812500 Penalty: 3992.357422
	Iteration 18Q: 3 clusters Score -353496.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -353503.125000 Penalty: 3992.357422
	Iteration 19Q: 3 clusters Score -353503.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -353509.156250 Penalty: 3992.357422
	Iteration 20F: 3 clusters Score -353509.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -353515.718750 Penalty: 3992.357422
	Iteration 21Q: 3 clusters Score -353515.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -353524.406250 Penalty: 3992.357422
	Iteration 22Q: 3 clusters Score -353524.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -353537.687500 Penalty: 3992.357422
	Iteration 23Q: 3 clusters Score -353537.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -353550.125000 Penalty: 3992.357422
	Iteration 24Q: 3 clusters Score -353550.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -353567.625000 Penalty: 3992.357422
	Iteration 25Q: 3 clusters Score -353567.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -353589.750000 Penalty: 3992.357422
	Iteration 26Q: 3 clusters Score -353589.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -353604.843750 Penalty: 3992.357422
	Iteration 27Q: 3 clusters Score -353604.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -353621.062500 Penalty: 3992.357422
	Iteration 28Q: 3 clusters Score -353621.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -353631.093750 Penalty: 3992.357422
	Iteration 29Q: 3 clusters Score -353631.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -353641.093750 Penalty: 3992.357422
	Iteration 30Q: 3 clusters Score -353641.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -353648.906250 Penalty: 3992.357422
	Iteration 31Q: 3 clusters Score -353648.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -353659.187500 Penalty: 3992.357422
	Iteration 32Q: 3 clusters Score -353659.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -353665.625000 Penalty: 3992.357422
	Iteration 33Q: 3 clusters Score -353665.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -353674.281250 Penalty: 3992.357422
	Iteration 34Q: 3 clusters Score -353674.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -353680.156250 Penalty: 3992.357422
	Iteration 35Q: 3 clusters Score -353680.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -353685.062500 Penalty: 3992.357422
	Iteration 36Q: 3 clusters Score -353685.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -353689.656250 Penalty: 3992.357422
	Iteration 37Q: 3 clusters Score -353689.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -353693.937500 Penalty: 3992.357422
	Iteration 38Q: 3 clusters Score -353693.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -353697.250000 Penalty: 3992.357422
	Iteration 39Q: 3 clusters Score -353697.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -353703.468750 Penalty: 3992.357422
	Iteration 40F: 3 clusters Score -353703.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -353709.281250 Penalty: 3992.357422
	Iteration 41Q: 3 clusters Score -353709.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -353718.468750 Penalty: 3992.357422
	Iteration 42Q: 3 clusters Score -353718.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -353730.000000 Penalty: 3992.357422
	Iteration 43Q: 3 clusters Score -353730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -353740.468750 Penalty: 3992.357422
	Iteration 44Q: 3 clusters Score -353740.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -353752.093750 Penalty: 3992.357422
	Iteration 45Q: 3 clusters Score -353752.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -353769.656250 Penalty: 3992.357422
	Iteration 46Q: 3 clusters Score -353769.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -353785.281250 Penalty: 3992.357422
	Iteration 47Q: 3 clusters Score -353785.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -353797.906250 Penalty: 3992.357422
	Iteration 48Q: 3 clusters Score -353797.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -353809.906250 Penalty: 3992.357422
	Iteration 49Q: 3 clusters Score -353809.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -353821.843750 Penalty: 3992.357422
	Iteration 50Q: 3 clusters Score -353821.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -353833.906250 Penalty: 3992.357422
	Iteration 51Q: 3 clusters Score -353833.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -353845.312500 Penalty: 3992.357422
	Iteration 52Q: 3 clusters Score -353845.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -353850.750000 Penalty: 3992.357422
	Iteration 53Q: 3 clusters Score -353850.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -353859.531250 Penalty: 3992.357422
	Iteration 54Q: 3 clusters Score -353859.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -353864.656250 Penalty: 3992.357422
	Iteration 55Q: 3 clusters Score -353864.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -353868.031250 Penalty: 3992.357422
	Iteration 56Q: 3 clusters Score -353868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -353868.250000 Penalty: 3992.357422
	Iteration 57Q: 3 clusters Score -353868.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -353869.062500 Penalty: 3992.357422
	Iteration 58Q: 3 clusters Score -353869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -353869.031250 Penalty: 3992.357422
	Iteration 59Q: 3 clusters Score -353869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -353870.500000 Penalty: 3992.357422
	Iteration 60F: 3 clusters Score -353870.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -353872.437500 Penalty: 3992.357422
	Iteration 61Q: 3 clusters Score -353872.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -353872.906250 Penalty: 3992.357422
	Iteration 62Q: 3 clusters Score -353872.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -353874.187500 Penalty: 3992.357422
	Iteration 63Q: 3 clusters Score -353874.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -353875.062500 Penalty: 3992.357422
	Iteration 64Q: 3 clusters Score -353875.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -353877.500000 Penalty: 3992.357422
	Iteration 65Q: 3 clusters Score -353877.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -353878.093750 Penalty: 3992.357422
	Iteration 66Q: 3 clusters Score -353878.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -353879.281250 Penalty: 3992.357422
	Iteration 67Q: 3 clusters Score -353879.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -353879.406250 Penalty: 3992.357422
	Iteration 68Q: 3 clusters Score -353879.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -353879.875000 Penalty: 3992.357422
	Iteration 69Q: 3 clusters Score -353879.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -353879.875000 Penalty: 3992.357422
	Iteration 70F: 3 clusters Score -353879.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Entering Unmasked Estep 
Score: -2607796.750000 Penalty: 2473.850586
	Iteration 0F: 2 clusters Score -2607797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2592877.750000 Penalty: 4947.701172
	Iteration 0F: 3 clusters Score -2592878 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2598066.000000 Penalty: 4947.701172
	Iteration 1F: 3 clusters Score -2598066 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2598698.000000 Penalty: 4947.701172
	Iteration 2F: 3 clusters Score -2598698 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2599418.750000 Penalty: 4947.701172
	Iteration 3F: 3 clusters Score -2599419 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2600213.250000 Penalty: 4947.701172
	Iteration 4F: 3 clusters Score -2600213 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2601082.250000 Penalty: 4947.701172
	Iteration 5F: 3 clusters Score -2601082 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2601913.250000 Penalty: 4947.701172
	Iteration 6F: 3 clusters Score -2601913 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2602650.250000 Penalty: 4947.701172
	Iteration 7F: 3 clusters Score -2602650 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2603378.250000 Penalty: 4947.701172
	Iteration 8Q: 3 clusters Score -2603378 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2604096.000000 Penalty: 4947.701172
	Iteration 9Q: 3 clusters Score -2604096 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2604657.250000 Penalty: 4947.701172
	Iteration 10Q: 3 clusters Score -2604657 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2605025.250000 Penalty: 4947.701172
	Iteration 11Q: 3 clusters Score -2605025 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2605220.000000 Penalty: 4947.701172
	Iteration 12Q: 3 clusters Score -2605220 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2605367.750000 Penalty: 4947.701172
	Iteration 13Q: 3 clusters Score -2605368 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2605476.250000 Penalty: 4947.701172
	Iteration 14Q: 3 clusters Score -2605476 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2605564.750000 Penalty: 4947.701172
	Iteration 15Q: 3 clusters Score -2605565 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2605632.250000 Penalty: 4947.701172
	Iteration 16Q: 3 clusters Score -2605632 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2605709.250000 Penalty: 4947.701172
	Iteration 17Q: 3 clusters Score -2605709 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2605763.750000 Penalty: 4947.701172
	Iteration 18Q: 3 clusters Score -2605764 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2605786.000000 Penalty: 4947.701172
	Iteration 19Q: 3 clusters Score -2605786 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2605818.500000 Penalty: 4947.701172
	Iteration 20F: 3 clusters Score -2605818 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -2605826.500000 Penalty: 4947.701172
	Iteration 21Q: 3 clusters Score -2605826 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2605859.250000 Penalty: 4947.701172
	Iteration 22Q: 3 clusters Score -2605859 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2605871.750000 Penalty: 4947.701172
	Iteration 23Q: 3 clusters Score -2605872 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2605894.000000 Penalty: 4947.701172
	Iteration 24Q: 3 clusters Score -2605894 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2605907.500000 Penalty: 4947.701172
	Iteration 25Q: 3 clusters Score -2605908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2605925.500000 Penalty: 4947.701172
	Iteration 26Q: 3 clusters Score -2605926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2605940.750000 Penalty: 4947.701172
	Iteration 27Q: 3 clusters Score -2605941 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2605950.250000 Penalty: 4947.701172
	Iteration 28Q: 3 clusters Score -2605950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2605963.500000 Penalty: 4947.701172
	Iteration 29Q: 3 clusters Score -2605964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2605970.500000 Penalty: 4947.701172
	Iteration 30Q: 3 clusters Score -2605970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2605969.250000 Penalty: 4947.701172
	Iteration 31Q: 3 clusters Score -2605969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2605983.500000 Penalty: 4947.701172
	Iteration 32Q: 3 clusters Score -2605984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2605984.750000 Penalty: 4947.701172
	Iteration 33Q: 3 clusters Score -2605985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2605990.250000 Penalty: 4947.701172
	Iteration 34Q: 3 clusters Score -2605990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2605988.750000 Penalty: 4947.701172
	Iteration 35Q: 3 clusters Score -2605989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2606001.250000 Penalty: 4947.701172
	Iteration 36Q: 3 clusters Score -2606001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2606002.000000 Penalty: 4947.701172
	Iteration 37Q: 3 clusters Score -2606002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -2606005.000000 Penalty: 4947.701172
	Iteration 38Q: 3 clusters Score -2606005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2606010.000000 Penalty: 4947.701172
	Iteration 39Q: 3 clusters Score -2606010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2606012.250000 Penalty: 4947.701172
	Iteration 40F: 3 clusters Score -2606012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2606019.500000 Penalty: 4947.701172
	Iteration 41Q: 3 clusters Score -2606020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2606028.000000 Penalty: 4947.701172
	Iteration 42Q: 3 clusters Score -2606028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2606037.000000 Penalty: 4947.701172
	Iteration 43Q: 3 clusters Score -2606037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2606042.750000 Penalty: 4947.701172
	Iteration 44Q: 3 clusters Score -2606043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2606047.500000 Penalty: 4947.701172
	Iteration 45Q: 3 clusters Score -2606048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2606053.000000 Penalty: 4947.701172
	Iteration 46Q: 3 clusters Score -2606053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2606050.250000 Penalty: 4947.701172
	Iteration 47Q: 3 clusters Score -2606050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2606056.500000 Penalty: 4947.701172
	Iteration 48Q: 3 clusters Score -2606056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2606055.250000 Penalty: 4947.701172
	Iteration 49Q: 3 clusters Score -2606055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -2606057.000000 Penalty: 4947.701172
	Iteration 50Q: 3 clusters Score -2606057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -2606057.750000 Penalty: 4947.701172
	Iteration 51Q: 3 clusters Score -2606058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2606056.500000 Penalty: 4947.701172
	Iteration 52Q: 3 clusters Score -2606056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -2606064.750000 Penalty: 4947.701172
	Iteration 53Q: 3 clusters Score -2606065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -2606057.000000 Penalty: 4947.701172
	Iteration 54Q: 3 clusters Score -2606057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2606058.250000 Penalty: 4947.701172
	Iteration 55Q: 3 clusters Score -2606058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -2606058.000000 Penalty: 4947.701172
	Iteration 56Q: 3 clusters Score -2606058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -2606058.000000 Penalty: 4947.701172
	Iteration 57F: 3 clusters Score -2606058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Entering Unmasked Estep 
Score: -1343445.500000 Penalty: 2315.569336
	Iteration 0F: 2 clusters Score -1343446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1334883.000000 Penalty: 4631.138672
	Iteration 0F: 3 clusters Score -1334883 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1337477.125000 Penalty: 4631.138672
	Iteration 1F: 3 clusters Score -1337477 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1337956.250000 Penalty: 4631.138672
	Iteration 2F: 3 clusters Score -1337956 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1338411.750000 Penalty: 4631.138672
	Iteration 3F: 3 clusters Score -1338412 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1338875.625000 Penalty: 4631.138672
	Iteration 4F: 3 clusters Score -1338876 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1339303.625000 Penalty: 4631.138672
	Iteration 5F: 3 clusters Score -1339304 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1339659.500000 Penalty: 4631.138672
	Iteration 6F: 3 clusters Score -1339660 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1339942.750000 Penalty: 4631.138672
	Iteration 7Q: 3 clusters Score -1339943 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1340156.125000 Penalty: 4631.138672
	Iteration 8Q: 3 clusters Score -1340156 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1340326.875000 Penalty: 4631.138672
	Iteration 9Q: 3 clusters Score -1340327 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1340481.125000 Penalty: 4631.138672
	Iteration 10Q: 3 clusters Score -1340481 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1340616.625000 Penalty: 4631.138672
	Iteration 11Q: 3 clusters Score -1340617 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1340748.500000 Penalty: 4631.138672
	Iteration 12Q: 3 clusters Score -1340748 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1340850.000000 Penalty: 4631.138672
	Iteration 13Q: 3 clusters Score -1340850 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1340962.125000 Penalty: 4631.138672
	Iteration 14Q: 3 clusters Score -1340962 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1341070.875000 Penalty: 4631.138672
	Iteration 15Q: 3 clusters Score -1341071 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1341156.125000 Penalty: 4631.138672
	Iteration 16Q: 3 clusters Score -1341156 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1341246.250000 Penalty: 4631.138672
	Iteration 17Q: 3 clusters Score -1341246 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1341305.250000 Penalty: 4631.138672
	Iteration 18Q: 3 clusters Score -1341305 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1341348.625000 Penalty: 4631.138672
	Iteration 19Q: 3 clusters Score -1341349 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1341390.250000 Penalty: 4631.138672
	Iteration 20F: 3 clusters Score -1341390 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1341415.500000 Penalty: 4631.138672
	Iteration 21Q: 3 clusters Score -1341416 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1341433.375000 Penalty: 4631.138672
	Iteration 22Q: 3 clusters Score -1341433 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1341452.250000 Penalty: 4631.138672
	Iteration 23Q: 3 clusters Score -1341452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1341463.125000 Penalty: 4631.138672
	Iteration 24Q: 3 clusters Score -1341463 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1341470.875000 Penalty: 4631.138672
	Iteration 25Q: 3 clusters Score -1341471 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1341482.000000 Penalty: 4631.138672
	Iteration 26Q: 3 clusters Score -1341482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1341486.375000 Penalty: 4631.138672
	Iteration 27Q: 3 clusters Score -1341486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1341492.000000 Penalty: 4631.138672
	Iteration 28Q: 3 clusters Score -1341492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1341496.125000 Penalty: 4631.138672
	Iteration 29Q: 3 clusters Score -1341496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1341494.375000 Penalty: 4631.138672
	Iteration 30Q: 3 clusters Score -1341494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1341506.625000 Penalty: 4631.138672
	Iteration 31Q: 3 clusters Score -1341507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1341510.375000 Penalty: 4631.138672
	Iteration 32Q: 3 clusters Score -1341510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1341516.375000 Penalty: 4631.138672
	Iteration 33Q: 3 clusters Score -1341516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1341518.875000 Penalty: 4631.138672
	Iteration 34Q: 3 clusters Score -1341519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1341525.000000 Penalty: 4631.138672
	Iteration 35Q: 3 clusters Score -1341525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1341532.000000 Penalty: 4631.138672
	Iteration 36Q: 3 clusters Score -1341532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1341537.625000 Penalty: 4631.138672
	Iteration 37Q: 3 clusters Score -1341538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1341537.500000 Penalty: 4631.138672
	Iteration 38Q: 3 clusters Score -1341538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1341540.375000 Penalty: 4631.138672
	Iteration 39Q: 3 clusters Score -1341540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1341541.375000 Penalty: 4631.138672
	Iteration 40F: 3 clusters Score -1341541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1341541.875000 Penalty: 4631.138672
	Iteration 41Q: 3 clusters Score -1341542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1341540.000000 Penalty: 4631.138672
	Iteration 42Q: 3 clusters Score -1341540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1341547.000000 Penalty: 4631.138672
	Iteration 43Q: 3 clusters Score -1341547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1341550.000000 Penalty: 4631.138672
	Iteration 44Q: 3 clusters Score -1341550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1341550.625000 Penalty: 4631.138672
	Iteration 45Q: 3 clusters Score -1341551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1341549.625000 Penalty: 4631.138672
	Iteration 46Q: 3 clusters Score -1341550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1341552.125000 Penalty: 4631.138672
	Iteration 47Q: 3 clusters Score -1341552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1341551.375000 Penalty: 4631.138672
	Iteration 48Q: 3 clusters Score -1341551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1341552.250000 Penalty: 4631.138672
	Iteration 49Q: 3 clusters Score -1341552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1341556.875000 Penalty: 4631.138672
	Iteration 50Q: 3 clusters Score -1341557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1341557.125000 Penalty: 4631.138672
	Iteration 51Q: 3 clusters Score -1341557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1341560.875000 Penalty: 4631.138672
	Iteration 52Q: 3 clusters Score -1341561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1341558.875000 Penalty: 4631.138672
	Iteration 53Q: 3 clusters Score -1341559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1341561.375000 Penalty: 4631.138672
	Iteration 54Q: 3 clusters Score -1341561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1341560.250000 Penalty: 4631.138672
	Iteration 55Q: 3 clusters Score -1341560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1341563.875000 Penalty: 4631.138672
	Iteration 56Q: 3 clusters Score -1341564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1341562.000000 Penalty: 4631.138672
	Iteration 57Q: 3 clusters Score -1341562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1341562.375000 Penalty: 4631.138672
	Iteration 58Q: 3 clusters Score -1341562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1341561.250000 Penalty: 4631.138672
	Iteration 59Q: 3 clusters Score -1341561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1341561.375000 Penalty: 4631.138672
	Iteration 60F: 3 clusters Score -1341561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1341562.500000 Penalty: 4631.138672
	Iteration 61Q: 3 clusters Score -1341562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1341561.375000 Penalty: 4631.138672
	Iteration 62Q: 3 clusters Score -1341561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1341564.375000 Penalty: 4631.138672
	Iteration 63Q: 3 clusters Score -1341564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1341563.500000 Penalty: 4631.138672
	Iteration 64Q: 3 clusters Score -1341564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1341567.750000 Penalty: 4631.138672
	Iteration 65Q: 3 clusters Score -1341568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1341568.625000 Penalty: 4631.138672
	Iteration 66Q: 3 clusters Score -1341569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1341570.500000 Penalty: 4631.138672
	Iteration 67Q: 3 clusters Score -1341570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1341573.625000 Penalty: 4631.138672
	Iteration 68Q: 3 clusters Score -1341574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1341577.875000 Penalty: 4631.138672
	Iteration 69Q: 3 clusters Score -1341578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1341578.375000 Penalty: 4631.138672
	Iteration 70Q: 3 clusters Score -1341578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1341581.500000 Penalty: 4631.138672
	Iteration 71Q: 3 clusters Score -1341582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1341582.875000 Penalty: 4631.138672
	Iteration 72Q: 3 clusters Score -1341583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1341581.375000 Penalty: 4631.138672
	Iteration 73Q: 3 clusters Score -1341581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1341583.875000 Penalty: 4631.138672
	Iteration 74Q: 3 clusters Score -1341584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1341587.750000 Penalty: 4631.138672
	Iteration 75Q: 3 clusters Score -1341588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1341590.000000 Penalty: 4631.138672
	Iteration 76Q: 3 clusters Score -1341590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1341591.375000 Penalty: 4631.138672
	Iteration 77Q: 3 clusters Score -1341591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1341590.875000 Penalty: 4631.138672
	Iteration 78Q: 3 clusters Score -1341591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1341594.250000 Penalty: 4631.138672
	Iteration 79Q: 3 clusters Score -1341594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1341594.875000 Penalty: 4631.138672
	Iteration 80F: 3 clusters Score -1341595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1341601.500000 Penalty: 4631.138672
	Iteration 81Q: 3 clusters Score -1341602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1341600.875000 Penalty: 4631.138672
	Iteration 82Q: 3 clusters Score -1341601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1341602.500000 Penalty: 4631.138672
	Iteration 83Q: 3 clusters Score -1341602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1341601.250000 Penalty: 4631.138672
	Iteration 84Q: 3 clusters Score -1341601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1341600.000000 Penalty: 4631.138672
	Iteration 85Q: 3 clusters Score -1341600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1341603.375000 Penalty: 4631.138672
	Iteration 86Q: 3 clusters Score -1341603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1341601.375000 Penalty: 4631.138672
	Iteration 87Q: 3 clusters Score -1341601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1341601.875000 Penalty: 4631.138672
	Iteration 88Q: 3 clusters Score -1341602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1341601.250000 Penalty: 4631.138672
	Iteration 89Q: 3 clusters Score -1341601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1341601.250000 Penalty: 4631.138672
	Iteration 90F: 3 clusters Score -1341601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Entering Unmasked Estep 
Score: -2579208.250000 Penalty: 2465.075195
	Iteration 0F: 2 clusters Score -2579208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2564655.500000 Penalty: 4930.150391
	Iteration 0F: 3 clusters Score -2564656 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2569714.250000 Penalty: 4930.150391
	Iteration 1F: 3 clusters Score -2569714 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2570256.000000 Penalty: 4930.150391
	Iteration 2F: 3 clusters Score -2570256 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2570861.500000 Penalty: 4930.150391
	Iteration 3F: 3 clusters Score -2570862 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2571664.250000 Penalty: 4930.150391
	Iteration 4F: 3 clusters Score -2571664 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2572632.250000 Penalty: 4930.150391
	Iteration 5F: 3 clusters Score -2572632 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2573579.000000 Penalty: 4930.150391
	Iteration 6F: 3 clusters Score -2573579 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2574540.000000 Penalty: 4930.150391
	Iteration 7F: 3 clusters Score -2574540 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2575427.500000 Penalty: 4930.150391
	Iteration 8F: 3 clusters Score -2575428 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2576183.500000 Penalty: 4930.150391
	Iteration 9F: 3 clusters Score -2576184 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2576743.000000 Penalty: 4930.150391
	Iteration 10Q: 3 clusters Score -2576743 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2577107.750000 Penalty: 4930.150391
	Iteration 11Q: 3 clusters Score -2577108 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2577384.250000 Penalty: 4930.150391
	Iteration 12Q: 3 clusters Score -2577384 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2577603.750000 Penalty: 4930.150391
	Iteration 13Q: 3 clusters Score -2577604 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2577809.250000 Penalty: 4930.150391
	Iteration 14Q: 3 clusters Score -2577809 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2578004.500000 Penalty: 4930.150391
	Iteration 15Q: 3 clusters Score -2578004 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2578152.000000 Penalty: 4930.150391
	Iteration 16Q: 3 clusters Score -2578152 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2578289.750000 Penalty: 4930.150391
	Iteration 17Q: 3 clusters Score -2578290 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2578405.250000 Penalty: 4930.150391
	Iteration 18Q: 3 clusters Score -2578405 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2578509.750000 Penalty: 4930.150391
	Iteration 19Q: 3 clusters Score -2578510 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2578609.000000 Penalty: 4930.150391
	Iteration 20F: 3 clusters Score -2578609 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2578692.250000 Penalty: 4930.150391
	Iteration 21Q: 3 clusters Score -2578692 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2578749.750000 Penalty: 4930.150391
	Iteration 22Q: 3 clusters Score -2578750 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2578808.000000 Penalty: 4930.150391
	Iteration 23Q: 3 clusters Score -2578808 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2578845.250000 Penalty: 4930.150391
	Iteration 24Q: 3 clusters Score -2578845 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2578891.000000 Penalty: 4930.150391
	Iteration 25Q: 3 clusters Score -2578891 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2578935.750000 Penalty: 4930.150391
	Iteration 26Q: 3 clusters Score -2578936 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2578977.500000 Penalty: 4930.150391
	Iteration 27Q: 3 clusters Score -2578978 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2578984.250000 Penalty: 4930.150391
	Iteration 28Q: 3 clusters Score -2578984 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2579013.750000 Penalty: 4930.150391
	Iteration 29Q: 3 clusters Score -2579014 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2579021.000000 Penalty: 4930.150391
	Iteration 30Q: 3 clusters Score -2579021 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2579038.250000 Penalty: 4930.150391
	Iteration 31Q: 3 clusters Score -2579038 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2579045.750000 Penalty: 4930.150391
	Iteration 32Q: 3 clusters Score -2579046 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2579052.000000 Penalty: 4930.150391
	Iteration 33Q: 3 clusters Score -2579052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2579050.750000 Penalty: 4930.150391
	Iteration 34Q: 3 clusters Score -2579051 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2579054.500000 Penalty: 4930.150391
	Iteration 35Q: 3 clusters Score -2579054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2579065.000000 Penalty: 4930.150391
	Iteration 36Q: 3 clusters Score -2579065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2579066.500000 Penalty: 4930.150391
	Iteration 37Q: 3 clusters Score -2579066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2579073.500000 Penalty: 4930.150391
	Iteration 38Q: 3 clusters Score -2579074 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2579073.250000 Penalty: 4930.150391
	Iteration 39Q: 3 clusters Score -2579073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2579078.500000 Penalty: 4930.150391
	Iteration 40F: 3 clusters Score -2579078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2579075.000000 Penalty: 4930.150391
	Iteration 41Q: 3 clusters Score -2579075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2579076.750000 Penalty: 4930.150391
	Iteration 42Q: 3 clusters Score -2579077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2579084.750000 Penalty: 4930.150391
	Iteration 43Q: 3 clusters Score -2579085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2579088.250000 Penalty: 4930.150391
	Iteration 44Q: 3 clusters Score -2579088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2579092.500000 Penalty: 4930.150391
	Iteration 45Q: 3 clusters Score -2579092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2579100.000000 Penalty: 4930.150391
	Iteration 46Q: 3 clusters Score -2579100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2579094.000000 Penalty: 4930.150391
	Iteration 47Q: 3 clusters Score -2579094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2579094.750000 Penalty: 4930.150391
	Iteration 48Q: 3 clusters Score -2579095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2579099.000000 Penalty: 4930.150391
	Iteration 49Q: 3 clusters Score -2579099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2579093.000000 Penalty: 4930.150391
	Iteration 50Q: 3 clusters Score -2579093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2579092.750000 Penalty: 4930.150391
	Iteration 51Q: 3 clusters Score -2579093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2579097.000000 Penalty: 4930.150391
	Iteration 52Q: 3 clusters Score -2579097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2579095.000000 Penalty: 4930.150391
	Iteration 53Q: 3 clusters Score -2579095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2579100.500000 Penalty: 4930.150391
	Iteration 54Q: 3 clusters Score -2579100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2579096.000000 Penalty: 4930.150391
	Iteration 55Q: 3 clusters Score -2579096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2579098.750000 Penalty: 4930.150391
	Iteration 56Q: 3 clusters Score -2579099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2579098.750000 Penalty: 4930.150391
	Iteration 57Q: 3 clusters Score -2579099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2579098.750000 Penalty: 4930.150391
	Iteration 58Q: 3 clusters Score -2579099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2579098.750000 Penalty: 4930.150391
	Iteration 59F: 3 clusters Score -2579099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -39192.593750 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -39192.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37833.906250 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -37833.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37978.441406 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -37978.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38014.914062 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -38014.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38027.207031 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -38027.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38043.468750 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -38043.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38051.292969 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -38051.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38054.691406 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -38054.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38056.558594 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -38056.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38056.558594 Penalty: 2913.965820
	Iteration 8F: 3 clusters Score -38056.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -86631.343750 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -86631.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -84909.148438 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -84909.15 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -85202.117188 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -85202.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85299.976562 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -85299.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85340.437500 Penalty: 3282.231934
	Iteration 3Q: 3 clusters Score -85340.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85380.218750 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -85380.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85424.187500 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -85424.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85449.117188 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -85449.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -85463.671875 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -85463.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85476.546875 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -85476.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85486.289062 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -85486.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -85494.789062 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -85494.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85495.710938 Penalty: 3282.231934
	Iteration 11Q: 3 clusters Score -85495.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85495.710938 Penalty: 3282.231934
	Iteration 12F: 3 clusters Score -85495.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (291199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291199 members 
Entering Unmasked Estep 
Score: -36091976.000000 Penalty: 3120.277100
	Iteration 0F: 2 clusters Score -3.609198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145137 members 
Mstep: Class 2 contains 146062 members 
Entering Unmasked Estep 
Score: -35908400.000000 Penalty: 6240.554199
	Iteration 0F: 3 clusters Score -3.59084e+07 nChanged 140817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136760 members 
Mstep: Class 2 contains 154439 members 
Entering Unmasked Estep 
Score: -35990956.000000 Penalty: 6240.554199
	Iteration 1F: 3 clusters Score -3.599096e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131083 members 
Mstep: Class 2 contains 160116 members 
Entering Unmasked Estep 
Score: -35993000.000000 Penalty: 6240.554199
	Iteration 2Q: 3 clusters Score -3.5993e+07 nChanged 10483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122096 members 
Mstep: Class 2 contains 169103 members 
Entering Unmasked Estep 
Score: -35996588.000000 Penalty: 6240.554199
	Iteration 3Q: 3 clusters Score -3.599659e+07 nChanged 14718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108084 members 
Mstep: Class 2 contains 183115 members 
Entering Unmasked Estep 
Score: -36003496.000000 Penalty: 6240.554199
	Iteration 4F: 3 clusters Score -3.60035e+07 nChanged 20846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87540 members 
Mstep: Class 2 contains 203659 members 
Entering Unmasked Estep 
Score: -36016936.000000 Penalty: 6240.554199
	Iteration 5F: 3 clusters Score -3.601694e+07 nChanged 26981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 230568 members 
Entering Unmasked Estep 
Score: -36038580.000000 Penalty: 6240.554199
	Iteration 6F: 3 clusters Score -3.603858e+07 nChanged 27843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 258381 members 
Entering Unmasked Estep 
Score: -36063244.000000 Penalty: 6240.554199
	Iteration 7F: 3 clusters Score -3.606324e+07 nChanged 19718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 278095 members 
Entering Unmasked Estep 
Score: -36079768.000000 Penalty: 6240.554199
	Iteration 8F: 3 clusters Score -3.607977e+07 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 286976 members 
Entering Unmasked Estep 
Score: -36086624.000000 Penalty: 6240.554199
	Iteration 9Q: 3 clusters Score -3.608662e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 289763 members 
Entering Unmasked Estep 
Score: -36088696.000000 Penalty: 6240.554199
	Iteration 10Q: 3 clusters Score -3.60887e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 290520 members 
Entering Unmasked Estep 
Score: -36089128.000000 Penalty: 6240.554199
	Iteration 11Q: 3 clusters Score -3.608913e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 290704 members 
Entering Unmasked Estep 
Score: -36089200.000000 Penalty: 6240.554199
	Iteration 12Q: 3 clusters Score -3.60892e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 290785 members 
Entering Unmasked Estep 
Score: -36089320.000000 Penalty: 6240.554199
	Iteration 13Q: 3 clusters Score -3.608932e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 290819 members 
Entering Unmasked Estep 
Score: -36089348.000000 Penalty: 6240.554199
	Iteration 14Q: 3 clusters Score -3.608935e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 290846 members 
Entering Unmasked Estep 
Score: -36089380.000000 Penalty: 6240.554199
	Iteration 15Q: 3 clusters Score -3.608938e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 290862 members 
Entering Unmasked Estep 
Score: -36089400.000000 Penalty: 6240.554199
	Iteration 16Q: 3 clusters Score -3.60894e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 290875 members 
Entering Unmasked Estep 
Score: -36089380.000000 Penalty: 6240.554199
	Iteration 17Q: 3 clusters Score -3.608938e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 290884 members 
Entering Unmasked Estep 
Score: -36089428.000000 Penalty: 6240.554199
	Iteration 18Q: 3 clusters Score -3.608943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 290884 members 
Entering Unmasked Estep 
Score: -36089432.000000 Penalty: 6240.554199
	Iteration 19Q: 3 clusters Score -3.608943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 290886 members 
Entering Unmasked Estep 
Score: -36089456.000000 Penalty: 6240.554199
	Iteration 20F: 3 clusters Score -3.608946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 290886 members 
Entering Unmasked Estep 
Score: -36089440.000000 Penalty: 6240.554199
	Iteration 21Q: 3 clusters Score -3.608944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 290885 members 
Entering Unmasked Estep 
Score: -36089448.000000 Penalty: 6240.554199
	Iteration 22Q: 3 clusters Score -3.608945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 290883 members 
Entering Unmasked Estep 
Score: -36089472.000000 Penalty: 6240.554199
	Iteration 23Q: 3 clusters Score -3.608947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 290884 members 
Entering Unmasked Estep 
Score: -36089460.000000 Penalty: 6240.554199
	Iteration 24Q: 3 clusters Score -3.608946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 290886 members 
Entering Unmasked Estep 
Score: -36089476.000000 Penalty: 6240.554199
	Iteration 25Q: 3 clusters Score -3.608948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 290888 members 
Entering Unmasked Estep 
Score: -36089488.000000 Penalty: 6240.554199
	Iteration 26Q: 3 clusters Score -3.608949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 290892 members 
Entering Unmasked Estep 
Score: -36089460.000000 Penalty: 6240.554199
	Iteration 27Q: 3 clusters Score -3.608946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 290893 members 
Entering Unmasked Estep 
Score: -36089472.000000 Penalty: 6240.554199
	Iteration 28Q: 3 clusters Score -3.608947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 290893 members 
Entering Unmasked Estep 
Score: -36089472.000000 Penalty: 6240.554199
	Iteration 29F: 3 clusters Score -3.608947e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -68874.976562 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -68874.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67254.265625 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -67254.27 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67448.218750 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -67448.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67509.382812 Penalty: 3172.049805
	Iteration 2Q: 3 clusters Score -67509.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67538.562500 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -67538.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67547.781250 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -67547.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67553.140625 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -67553.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67561.593750 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -67561.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67577.320312 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -67577.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67579.500000 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -67579.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67588.375000 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -67588.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67590.515625 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -67590.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67590.515625 Penalty: 3172.049805
	Iteration 11F: 3 clusters Score -67590.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109656 members 
Mstep: Class 4 contains 16770 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 16053 members 
Mstep: Class 8 contains 301315 members 
Mstep: Class 9 contains 58466 members 
Mstep: Class 10 contains 26239 members 
Mstep: Class 11 contains 4135 members 
Mstep: Class 12 contains 30845 members 
Mstep: Class 13 contains 14303 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 15 contains 192187 members 
Mstep: Class 16 contains 77055 members 
Mstep: Class 17 contains 27293 members 
Mstep: Class 18 contains 865 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 26330 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 21487 members 
Mstep: Class 23 contains 11350 members 
Mstep: Class 24 contains 20740 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 291199 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 159Q: 31 clusters Score -1.545921e+08 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109938 members 
Mstep: Class 4 contains 16738 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 3938 members 
Mstep: Class 7 contains 16033 members 
Mstep: Class 8 contains 301026 members 
Mstep: Class 9 contains 58463 members 
Mstep: Class 10 contains 26388 members 
Mstep: Class 11 contains 4135 members 
Mstep: Class 12 contains 31024 members 
Mstep: Class 13 contains 14151 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 15 contains 192233 members 
Mstep: Class 16 contains 77064 members 
Mstep: Class 17 contains 27373 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25959 members 
Mstep: Class 21 contains 3137 members 
Mstep: Class 22 contains 21451 members 
Mstep: Class 23 contains 11369 members 
Mstep: Class 24 contains 20768 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 291403 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2590 members 
Mstep: Class 30 contains 3977 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 31 clusters Score -1.545932e+08 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109925 members 
Mstep: Class 4 contains 16692 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 16014 members 
Mstep: Class 8 contains 300736 members 
Mstep: Class 9 contains 58467 members 
Mstep: Class 10 contains 26273 members 
Mstep: Class 11 contains 4134 members 
Mstep: Class 12 contains 30997 members 
Mstep: Class 13 contains 14033 members 
Mstep: Class 14 contains 2381 members 
Mstep: Class 15 contains 192245 members 
Mstep: Class 16 contains 77063 members 
Mstep: Class 17 contains 27453 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25692 members 
Mstep: Class 21 contains 3120 members 
Mstep: Class 22 contains 21418 members 
Mstep: Class 23 contains 11301 members 
Mstep: Class 24 contains 20819 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 291614 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2653 members 
Mstep: Class 30 contains 4474 members 
Entering Unmasked Estep 
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Iteration 161Q: 31 clusters Score -1.545932e+08 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109947 members 
Mstep: Class 4 contains 16662 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3938 members 
Mstep: Class 7 contains 15988 members 
Mstep: Class 8 contains 300419 members 
Mstep: Class 9 contains 58453 members 
Mstep: Class 10 contains 26288 members 
Mstep: Class 11 contains 4135 members 
Mstep: Class 12 contains 30954 members 
Mstep: Class 13 contains 13951 members 
Mstep: Class 14 contains 2423 members 
Mstep: Class 15 contains 192270 members 
Mstep: Class 16 contains 77083 members 
Mstep: Class 17 contains 27517 members 
Mstep: Class 18 contains 865 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25593 members 
Mstep: Class 21 contains 3112 members 
Mstep: Class 22 contains 21374 members 
Mstep: Class 23 contains 11246 members 
Mstep: Class 24 contains 20851 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 291847 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2674 members 
Mstep: Class 30 contains 4690 members 
Entering Unmasked Estep 
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Iteration 162Q: 31 clusters Score -1.545938e+08 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109939 members 
Mstep: Class 4 contains 16626 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 15973 members 
Mstep: Class 8 contains 300170 members 
Mstep: Class 9 contains 58454 members 
Mstep: Class 10 contains 26308 members 
Mstep: Class 11 contains 4134 members 
Mstep: Class 12 contains 30910 members 
Mstep: Class 13 contains 13893 members 
Mstep: Class 14 contains 2465 members 
Mstep: Class 15 contains 192266 members 
Mstep: Class 16 contains 77106 members 
Mstep: Class 17 contains 27586 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25518 members 
Mstep: Class 21 contains 3108 members 
Mstep: Class 22 contains 21353 members 
Mstep: Class 23 contains 11192 members 
Mstep: Class 24 contains 20890 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292033 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2687 members 
Mstep: Class 30 contains 4834 members 
Entering Unmasked Estep 
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Iteration 163Q: 31 clusters Score -1.54594e+08 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109912 members 
Mstep: Class 4 contains 16583 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 15965 members 
Mstep: Class 8 contains 299943 members 
Mstep: Class 9 contains 58447 members 
Mstep: Class 10 contains 26327 members 
Mstep: Class 11 contains 4132 members 
Mstep: Class 12 contains 30889 members 
Mstep: Class 13 contains 13852 members 
Mstep: Class 14 contains 2514 members 
Mstep: Class 15 contains 192279 members 
Mstep: Class 16 contains 77124 members 
Mstep: Class 17 contains 27630 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25475 members 
Mstep: Class 21 contains 3107 members 
Mstep: Class 22 contains 21326 members 
Mstep: Class 23 contains 11147 members 
Mstep: Class 24 contains 20913 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292226 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2692 members 
Mstep: Class 30 contains 4938 members 
Entering Unmasked Estep 
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Iteration 164Q: 31 clusters Score -1.545934e+08 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109913 members 
Mstep: Class 4 contains 16558 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3940 members 
Mstep: Class 7 contains 15960 members 
Mstep: Class 8 contains 299726 members 
Mstep: Class 9 contains 58451 members 
Mstep: Class 10 contains 26342 members 
Mstep: Class 11 contains 4132 members 
Mstep: Class 12 contains 30850 members 
Mstep: Class 13 contains 13817 members 
Mstep: Class 14 contains 2546 members 
Mstep: Class 15 contains 192261 members 
Mstep: Class 16 contains 77135 members 
Mstep: Class 17 contains 27680 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25453 members 
Mstep: Class 21 contains 3108 members 
Mstep: Class 22 contains 21312 members 
Mstep: Class 23 contains 11100 members 
Mstep: Class 24 contains 20948 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292372 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2703 members 
Mstep: Class 30 contains 5028 members 
Entering Unmasked Estep 
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Iteration 165Q: 31 clusters Score -1.545931e+08 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109895 members 
Mstep: Class 4 contains 16543 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3940 members 
Mstep: Class 7 contains 15957 members 
Mstep: Class 8 contains 299512 members 
Mstep: Class 9 contains 58472 members 
Mstep: Class 10 contains 26381 members 
Mstep: Class 11 contains 4129 members 
Mstep: Class 12 contains 30794 members 
Mstep: Class 13 contains 13799 members 
Mstep: Class 14 contains 2572 members 
Mstep: Class 15 contains 192234 members 
Mstep: Class 16 contains 77145 members 
Mstep: Class 17 contains 27729 members 
Mstep: Class 18 contains 872 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25420 members 
Mstep: Class 21 contains 3110 members 
Mstep: Class 22 contains 21300 members 
Mstep: Class 23 contains 11060 members 
Mstep: Class 24 contains 20988 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292508 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2715 members 
Mstep: Class 30 contains 5108 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 166Q: 31 clusters Score -1.545939e+08 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109858 members 
Mstep: Class 4 contains 16525 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3940 members 
Mstep: Class 7 contains 15950 members 
Mstep: Class 8 contains 299313 members 
Mstep: Class 9 contains 58468 members 
Mstep: Class 10 contains 26415 members 
Mstep: Class 11 contains 4125 members 
Mstep: Class 12 contains 30748 members 
Mstep: Class 13 contains 13778 members 
Mstep: Class 14 contains 2591 members 
Mstep: Class 15 contains 192218 members 
Mstep: Class 16 contains 77160 members 
Mstep: Class 17 contains 27761 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25406 members 
Mstep: Class 21 contains 3110 members 
Mstep: Class 22 contains 21283 members 
Mstep: Class 23 contains 11008 members 
Mstep: Class 24 contains 21035 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292685 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2724 members 
Mstep: Class 30 contains 5188 members 
Entering Unmasked Estep 
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Iteration 167Q: 31 clusters Score -1.54594e+08 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109821 members 
Mstep: Class 4 contains 16481 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3941 members 
Mstep: Class 7 contains 15935 members 
Mstep: Class 8 contains 299092 members 
Mstep: Class 9 contains 58450 members 
Mstep: Class 10 contains 26438 members 
Mstep: Class 11 contains 4125 members 
Mstep: Class 12 contains 30707 members 
Mstep: Class 13 contains 13767 members 
Mstep: Class 14 contains 2608 members 
Mstep: Class 15 contains 192225 members 
Mstep: Class 16 contains 77156 members 
Mstep: Class 17 contains 27802 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25380 members 
Mstep: Class 21 contains 3112 members 
Mstep: Class 22 contains 21271 members 
Mstep: Class 23 contains 10977 members 
Mstep: Class 24 contains 21100 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292884 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2732 members 
Mstep: Class 30 contains 5258 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 168Q: 31 clusters Score -1.545939e+08 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109782 members 
Mstep: Class 4 contains 16456 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3942 members 
Mstep: Class 7 contains 15917 members 
Mstep: Class 8 contains 298911 members 
Mstep: Class 9 contains 58450 members 
Mstep: Class 10 contains 26468 members 
Mstep: Class 11 contains 4122 members 
Mstep: Class 12 contains 30674 members 
Mstep: Class 13 contains 13744 members 
Mstep: Class 14 contains 2622 members 
Mstep: Class 15 contains 192225 members 
Mstep: Class 16 contains 77158 members 
Mstep: Class 17 contains 27835 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25378 members 
Mstep: Class 21 contains 3112 members 
Mstep: Class 22 contains 21248 members 
Mstep: Class 23 contains 10952 members 
Mstep: Class 24 contains 21162 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293037 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2738 members 
Mstep: Class 30 contains 5309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593872.000000 Penalty: 104589.859375
Iteration 169Q: 31 clusters Score -1.545939e+08 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109737 members 
Mstep: Class 4 contains 16430 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3941 members 
Mstep: Class 7 contains 15891 members 
Mstep: Class 8 contains 298749 members 
Mstep: Class 9 contains 58461 members 
Mstep: Class 10 contains 26500 members 
Mstep: Class 11 contains 4116 members 
Mstep: Class 12 contains 30653 members 
Mstep: Class 13 contains 13733 members 
Mstep: Class 14 contains 2635 members 
Mstep: Class 15 contains 192240 members 
Mstep: Class 16 contains 77172 members 
Mstep: Class 17 contains 27849 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25376 members 
Mstep: Class 21 contains 3113 members 
Mstep: Class 22 contains 21227 members 
Mstep: Class 23 contains 10936 members 
Mstep: Class 24 contains 21215 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293140 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2742 members 
Mstep: Class 30 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593984.000000 Penalty: 104589.859375
Iteration 170Q: 31 clusters Score -1.54594e+08 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109691 members 
Mstep: Class 4 contains 16392 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3942 members 
Mstep: Class 7 contains 15889 members 
Mstep: Class 8 contains 298582 members 
Mstep: Class 9 contains 58471 members 
Mstep: Class 10 contains 26529 members 
Mstep: Class 11 contains 4117 members 
Mstep: Class 12 contains 30632 members 
Mstep: Class 13 contains 13726 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 192250 members 
Mstep: Class 16 contains 77193 members 
Mstep: Class 17 contains 27866 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25362 members 
Mstep: Class 21 contains 3112 members 
Mstep: Class 22 contains 21201 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 21275 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293247 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 5408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593968.000000 Penalty: 104589.859375
Iteration 171Q: 31 clusters Score -1.54594e+08 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109661 members 
Mstep: Class 4 contains 16361 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3942 members 
Mstep: Class 7 contains 15881 members 
Mstep: Class 8 contains 298478 members 
Mstep: Class 9 contains 58476 members 
Mstep: Class 10 contains 26555 members 
Mstep: Class 11 contains 4118 members 
Mstep: Class 12 contains 30604 members 
Mstep: Class 13 contains 13717 members 
Mstep: Class 14 contains 2660 members 
Mstep: Class 15 contains 192257 members 
Mstep: Class 16 contains 77195 members 
Mstep: Class 17 contains 27891 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25354 members 
Mstep: Class 21 contains 3113 members 
Mstep: Class 22 contains 21180 members 
Mstep: Class 23 contains 10887 members 
Mstep: Class 24 contains 21332 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293309 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2745 members 
Mstep: Class 30 contains 5446 members 
Entering Unmasked Estep 
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Iteration 172Q: 31 clusters Score -1.545939e+08 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109638 members 
Mstep: Class 4 contains 16329 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3941 members 
Mstep: Class 7 contains 15868 members 
Mstep: Class 8 contains 298379 members 
Mstep: Class 9 contains 58472 members 
Mstep: Class 10 contains 26602 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 30593 members 
Mstep: Class 13 contains 13698 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 192276 members 
Mstep: Class 16 contains 77201 members 
Mstep: Class 17 contains 27921 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25340 members 
Mstep: Class 21 contains 3113 members 
Mstep: Class 22 contains 21159 members 
Mstep: Class 23 contains 10863 members 
Mstep: Class 24 contains 21363 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293381 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2746 members 
Mstep: Class 30 contains 5470 members 
Entering Unmasked Estep 
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Iteration 173Q: 31 clusters Score -1.54594e+08 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109632 members 
Mstep: Class 4 contains 16290 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3941 members 
Mstep: Class 7 contains 15864 members 
Mstep: Class 8 contains 298253 members 
Mstep: Class 9 contains 58466 members 
Mstep: Class 10 contains 26629 members 
Mstep: Class 11 contains 4118 members 
Mstep: Class 12 contains 30587 members 
Mstep: Class 13 contains 13675 members 
Mstep: Class 14 contains 2672 members 
Mstep: Class 15 contains 192308 members 
Mstep: Class 16 contains 77189 members 
Mstep: Class 17 contains 27941 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25335 members 
Mstep: Class 21 contains 3108 members 
Mstep: Class 22 contains 21155 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 21381 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293490 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2748 members 
Mstep: Class 30 contains 5486 members 
Entering Unmasked Estep 
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Iteration 174Q: 31 clusters Score -1.54594e+08 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109635 members 
Mstep: Class 4 contains 16241 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3940 members 
Mstep: Class 7 contains 15843 members 
Mstep: Class 8 contains 298134 members 
Mstep: Class 9 contains 58452 members 
Mstep: Class 10 contains 26642 members 
Mstep: Class 11 contains 4117 members 
Mstep: Class 12 contains 30592 members 
Mstep: Class 13 contains 13666 members 
Mstep: Class 14 contains 2682 members 
Mstep: Class 15 contains 192328 members 
Mstep: Class 16 contains 77176 members 
Mstep: Class 17 contains 27953 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25333 members 
Mstep: Class 21 contains 3109 members 
Mstep: Class 22 contains 21140 members 
Mstep: Class 23 contains 10829 members 
Mstep: Class 24 contains 21393 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293631 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2750 members 
Mstep: Class 30 contains 5506 members 
Entering Unmasked Estep 
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Iteration 175Q: 31 clusters Score -1.545935e+08 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109654 members 
Mstep: Class 4 contains 16177 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 15835 members 
Mstep: Class 8 contains 298005 members 
Mstep: Class 9 contains 58435 members 
Mstep: Class 10 contains 26662 members 
Mstep: Class 11 contains 4114 members 
Mstep: Class 12 contains 30602 members 
Mstep: Class 13 contains 13663 members 
Mstep: Class 14 contains 2690 members 
Mstep: Class 15 contains 192338 members 
Mstep: Class 16 contains 77149 members 
Mstep: Class 17 contains 27975 members 
Mstep: Class 18 contains 866 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25317 members 
Mstep: Class 21 contains 3107 members 
Mstep: Class 22 contains 21125 members 
Mstep: Class 23 contains 10815 members 
Mstep: Class 24 contains 21414 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293768 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2751 members 
Mstep: Class 30 contains 5522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593328.000000 Penalty: 104589.859375
Iteration 176Q: 31 clusters Score -1.545933e+08 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109686 members 
Mstep: Class 4 contains 16102 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 15827 members 
Mstep: Class 8 contains 297860 members 
Mstep: Class 9 contains 58430 members 
Mstep: Class 10 contains 26658 members 
Mstep: Class 11 contains 4115 members 
Mstep: Class 12 contains 30609 members 
Mstep: Class 13 contains 13655 members 
Mstep: Class 14 contains 2701 members 
Mstep: Class 15 contains 192348 members 
Mstep: Class 16 contains 77143 members 
Mstep: Class 17 contains 28014 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25318 members 
Mstep: Class 21 contains 3109 members 
Mstep: Class 22 contains 21118 members 
Mstep: Class 23 contains 10808 members 
Mstep: Class 24 contains 21422 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293869 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2759 members 
Mstep: Class 30 contains 5540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593728.000000 Penalty: 104589.859375
Iteration 177Q: 31 clusters Score -1.545937e+08 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109709 members 
Mstep: Class 4 contains 16020 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 15826 members 
Mstep: Class 8 contains 297720 members 
Mstep: Class 9 contains 58428 members 
Mstep: Class 10 contains 26677 members 
Mstep: Class 11 contains 4116 members 
Mstep: Class 12 contains 30603 members 
Mstep: Class 13 contains 13651 members 
Mstep: Class 14 contains 2709 members 
Mstep: Class 15 contains 192392 members 
Mstep: Class 16 contains 77133 members 
Mstep: Class 17 contains 28048 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25316 members 
Mstep: Class 21 contains 3110 members 
Mstep: Class 22 contains 21102 members 
Mstep: Class 23 contains 10789 members 
Mstep: Class 24 contains 21443 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293941 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2763 members 
Mstep: Class 30 contains 5570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593856.000000 Penalty: 104589.859375
Iteration 178Q: 31 clusters Score -1.545939e+08 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109757 members 
Mstep: Class 4 contains 15932 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 15824 members 
Mstep: Class 8 contains 297559 members 
Mstep: Class 9 contains 58443 members 
Mstep: Class 10 contains 26693 members 
Mstep: Class 11 contains 4116 members 
Mstep: Class 12 contains 30594 members 
Mstep: Class 13 contains 13645 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 192429 members 
Mstep: Class 16 contains 77120 members 
Mstep: Class 17 contains 28076 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25305 members 
Mstep: Class 21 contains 3111 members 
Mstep: Class 22 contains 21098 members 
Mstep: Class 23 contains 10787 members 
Mstep: Class 24 contains 21425 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294053 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2762 members 
Mstep: Class 30 contains 5595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593792.000000 Penalty: 104589.859375
Iteration 179Q: 31 clusters Score -1.545938e+08 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109779 members 
Mstep: Class 4 contains 15883 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 15834 members 
Mstep: Class 8 contains 297380 members 
Mstep: Class 9 contains 58457 members 
Mstep: Class 10 contains 26700 members 
Mstep: Class 11 contains 4117 members 
Mstep: Class 12 contains 30598 members 
Mstep: Class 13 contains 13639 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 192505 members 
Mstep: Class 16 contains 77112 members 
Mstep: Class 17 contains 28099 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25303 members 
Mstep: Class 21 contains 3109 members 
Mstep: Class 22 contains 21090 members 
Mstep: Class 23 contains 10779 members 
Mstep: Class 24 contains 21407 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294131 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2760 members 
Mstep: Class 30 contains 5611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593904.000000 Penalty: 104589.859375
Iteration 180F: 31 clusters Score -1.545939e+08 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109800 members 
Mstep: Class 4 contains 15799 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3940 members 
Mstep: Class 7 contains 15827 members 
Mstep: Class 8 contains 297268 members 
Mstep: Class 9 contains 58449 members 
Mstep: Class 10 contains 26721 members 
Mstep: Class 11 contains 4118 members 
Mstep: Class 12 contains 30594 members 
Mstep: Class 13 contains 13636 members 
Mstep: Class 14 contains 2733 members 
Mstep: Class 15 contains 192552 members 
Mstep: Class 16 contains 77111 members 
Mstep: Class 17 contains 28117 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25304 members 
Mstep: Class 21 contains 3107 members 
Mstep: Class 22 contains 21082 members 
Mstep: Class 23 contains 10793 members 
Mstep: Class 24 contains 21416 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294189 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2761 members 
Mstep: Class 30 contains 5623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154594048.000000 Penalty: 104589.859375
Iteration 181Q: 31 clusters Score -1.54594e+08 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109821 members 
Mstep: Class 4 contains 15723 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3941 members 
Mstep: Class 7 contains 15842 members 
Mstep: Class 8 contains 297138 members 
Mstep: Class 9 contains 58446 members 
Mstep: Class 10 contains 26735 members 
Mstep: Class 11 contains 4118 members 
Mstep: Class 12 contains 30589 members 
Mstep: Class 13 contains 13635 members 
Mstep: Class 14 contains 2740 members 
Mstep: Class 15 contains 192587 members 
Mstep: Class 16 contains 77126 members 
Mstep: Class 17 contains 28130 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25309 members 
Mstep: Class 21 contains 3106 members 
Mstep: Class 22 contains 21068 members 
Mstep: Class 23 contains 10797 members 
Mstep: Class 24 contains 21431 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294245 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2760 members 
Mstep: Class 30 contains 5632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593872.000000 Penalty: 104589.859375
Iteration 182Q: 31 clusters Score -1.545939e+08 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109852 members 
Mstep: Class 4 contains 15666 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3941 members 
Mstep: Class 7 contains 15837 members 
Mstep: Class 8 contains 297010 members 
Mstep: Class 9 contains 58440 members 
Mstep: Class 10 contains 26747 members 
Mstep: Class 11 contains 4120 members 
Mstep: Class 12 contains 30584 members 
Mstep: Class 13 contains 13631 members 
Mstep: Class 14 contains 2747 members 
Mstep: Class 15 contains 192649 members 
Mstep: Class 16 contains 77139 members 
Mstep: Class 17 contains 28145 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 3105 members 
Mstep: Class 22 contains 21057 members 
Mstep: Class 23 contains 10790 members 
Mstep: Class 24 contains 21410 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294323 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2760 members 
Mstep: Class 30 contains 5644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593984.000000 Penalty: 104589.859375
Iteration 183Q: 31 clusters Score -1.54594e+08 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109889 members 
Mstep: Class 4 contains 15611 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3941 members 
Mstep: Class 7 contains 15845 members 
Mstep: Class 8 contains 296919 members 
Mstep: Class 9 contains 58445 members 
Mstep: Class 10 contains 26766 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 30578 members 
Mstep: Class 13 contains 13621 members 
Mstep: Class 14 contains 2752 members 
Mstep: Class 15 contains 192737 members 
Mstep: Class 16 contains 77135 members 
Mstep: Class 17 contains 28165 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25298 members 
Mstep: Class 21 contains 3104 members 
Mstep: Class 22 contains 21049 members 
Mstep: Class 23 contains 10783 members 
Mstep: Class 24 contains 21390 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294320 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2761 members 
Mstep: Class 30 contains 5652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593888.000000 Penalty: 104589.859375
Iteration 184Q: 31 clusters Score -1.545939e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109927 members 
Mstep: Class 4 contains 15549 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3941 members 
Mstep: Class 7 contains 15849 members 
Mstep: Class 8 contains 296807 members 
Mstep: Class 9 contains 58449 members 
Mstep: Class 10 contains 26779 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 30568 members 
Mstep: Class 13 contains 13608 members 
Mstep: Class 14 contains 2757 members 
Mstep: Class 15 contains 192828 members 
Mstep: Class 16 contains 77129 members 
Mstep: Class 17 contains 28193 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25303 members 
Mstep: Class 21 contains 3104 members 
Mstep: Class 22 contains 21044 members 
Mstep: Class 23 contains 10783 members 
Mstep: Class 24 contains 21399 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294302 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2763 members 
Mstep: Class 30 contains 5661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593872.000000 Penalty: 104589.859375
Iteration 185Q: 31 clusters Score -1.545939e+08 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109954 members 
Mstep: Class 4 contains 15479 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3941 members 
Mstep: Class 7 contains 15855 members 
Mstep: Class 8 contains 296689 members 
Mstep: Class 9 contains 58463 members 
Mstep: Class 10 contains 26796 members 
Mstep: Class 11 contains 4118 members 
Mstep: Class 12 contains 30562 members 
Mstep: Class 13 contains 13599 members 
Mstep: Class 14 contains 2762 members 
Mstep: Class 15 contains 192934 members 
Mstep: Class 16 contains 77131 members 
Mstep: Class 17 contains 28215 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25303 members 
Mstep: Class 21 contains 3103 members 
Mstep: Class 22 contains 21035 members 
Mstep: Class 23 contains 10776 members 
Mstep: Class 24 contains 21404 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294295 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2762 members 
Mstep: Class 30 contains 5674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154594192.000000 Penalty: 104589.859375
Iteration 186Q: 31 clusters Score -1.545942e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 109999 members 
Mstep: Class 4 contains 15421 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3942 members 
Mstep: Class 7 contains 15855 members 
Mstep: Class 8 contains 296621 members 
Mstep: Class 9 contains 58465 members 
Mstep: Class 10 contains 26815 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 30560 members 
Mstep: Class 13 contains 13588 members 
Mstep: Class 14 contains 2766 members 
Mstep: Class 15 contains 193039 members 
Mstep: Class 16 contains 77119 members 
Mstep: Class 17 contains 28244 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25296 members 
Mstep: Class 21 contains 3103 members 
Mstep: Class 22 contains 21033 members 
Mstep: Class 23 contains 10765 members 
Mstep: Class 24 contains 21416 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294227 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2760 members 
Mstep: Class 30 contains 5687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154594320.000000 Penalty: 104589.859375
Iteration 187Q: 31 clusters Score -1.545943e+08 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110048 members 
Mstep: Class 4 contains 15379 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3942 members 
Mstep: Class 7 contains 15846 members 
Mstep: Class 8 contains 296535 members 
Mstep: Class 9 contains 58465 members 
Mstep: Class 10 contains 26834 members 
Mstep: Class 11 contains 4120 members 
Mstep: Class 12 contains 30553 members 
Mstep: Class 13 contains 13578 members 
Mstep: Class 14 contains 2772 members 
Mstep: Class 15 contains 193120 members 
Mstep: Class 16 contains 77118 members 
Mstep: Class 17 contains 28274 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25289 members 
Mstep: Class 21 contains 3103 members 
Mstep: Class 22 contains 21030 members 
Mstep: Class 23 contains 10755 members 
Mstep: Class 24 contains 21424 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294186 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2758 members 
Mstep: Class 30 contains 5699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154594784.000000 Penalty: 104589.859375
Iteration 188Q: 31 clusters Score -1.545948e+08 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110119 members 
Mstep: Class 4 contains 15326 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3942 members 
Mstep: Class 7 contains 15833 members 
Mstep: Class 8 contains 296426 members 
Mstep: Class 9 contains 58463 members 
Mstep: Class 10 contains 26847 members 
Mstep: Class 11 contains 4122 members 
Mstep: Class 12 contains 30550 members 
Mstep: Class 13 contains 13565 members 
Mstep: Class 14 contains 2773 members 
Mstep: Class 15 contains 193192 members 
Mstep: Class 16 contains 77127 members 
Mstep: Class 17 contains 28291 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25286 members 
Mstep: Class 21 contains 3102 members 
Mstep: Class 22 contains 21024 members 
Mstep: Class 23 contains 10753 members 
Mstep: Class 24 contains 21447 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294164 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2759 members 
Mstep: Class 30 contains 5710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154594960.000000 Penalty: 104589.859375
Iteration 189Q: 31 clusters Score -1.54595e+08 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110191 members 
Mstep: Class 4 contains 15269 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3942 members 
Mstep: Class 7 contains 15828 members 
Mstep: Class 8 contains 296291 members 
Mstep: Class 9 contains 58450 members 
Mstep: Class 10 contains 26860 members 
Mstep: Class 11 contains 4120 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 13557 members 
Mstep: Class 14 contains 2776 members 
Mstep: Class 15 contains 193286 members 
Mstep: Class 16 contains 77135 members 
Mstep: Class 17 contains 28320 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25277 members 
Mstep: Class 21 contains 3101 members 
Mstep: Class 22 contains 21020 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 21454 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294153 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2761 members 
Mstep: Class 30 contains 5721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595008.000000 Penalty: 104589.859375
Iteration 190Q: 31 clusters Score -1.54595e+08 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110231 members 
Mstep: Class 4 contains 15201 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3942 members 
Mstep: Class 7 contains 15826 members 
Mstep: Class 8 contains 296207 members 
Mstep: Class 9 contains 58439 members 
Mstep: Class 10 contains 26882 members 
Mstep: Class 11 contains 4122 members 
Mstep: Class 12 contains 30557 members 
Mstep: Class 13 contains 13552 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 15 contains 193358 members 
Mstep: Class 16 contains 77146 members 
Mstep: Class 17 contains 28351 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25268 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 21021 members 
Mstep: Class 23 contains 10738 members 
Mstep: Class 24 contains 21466 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294134 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2762 members 
Mstep: Class 30 contains 5729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595360.000000 Penalty: 104589.859375
Iteration 191Q: 31 clusters Score -1.545954e+08 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110256 members 
Mstep: Class 4 contains 15138 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3942 members 
Mstep: Class 7 contains 15826 members 
Mstep: Class 8 contains 296183 members 
Mstep: Class 9 contains 58426 members 
Mstep: Class 10 contains 26891 members 
Mstep: Class 11 contains 4123 members 
Mstep: Class 12 contains 30561 members 
Mstep: Class 13 contains 13547 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 15 contains 193395 members 
Mstep: Class 16 contains 77149 members 
Mstep: Class 17 contains 28381 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25266 members 
Mstep: Class 21 contains 3094 members 
Mstep: Class 22 contains 21018 members 
Mstep: Class 23 contains 10737 members 
Mstep: Class 24 contains 21471 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294125 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2763 members 
Mstep: Class 30 contains 5734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595488.000000 Penalty: 104589.859375
Iteration 192Q: 31 clusters Score -1.545955e+08 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110291 members 
Mstep: Class 4 contains 15111 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3942 members 
Mstep: Class 7 contains 15845 members 
Mstep: Class 8 contains 296135 members 
Mstep: Class 9 contains 58415 members 
Mstep: Class 10 contains 26899 members 
Mstep: Class 11 contains 4124 members 
Mstep: Class 12 contains 30560 members 
Mstep: Class 13 contains 13553 members 
Mstep: Class 14 contains 2780 members 
Mstep: Class 15 contains 193374 members 
Mstep: Class 16 contains 77143 members 
Mstep: Class 17 contains 28415 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25256 members 
Mstep: Class 21 contains 3092 members 
Mstep: Class 22 contains 21010 members 
Mstep: Class 23 contains 10731 members 
Mstep: Class 24 contains 21477 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294133 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2763 members 
Mstep: Class 30 contains 5746 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 193Q: 31 clusters Score -1.545958e+08 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110308 members 
Mstep: Class 4 contains 15086 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3942 members 
Mstep: Class 7 contains 15859 members 
Mstep: Class 8 contains 296090 members 
Mstep: Class 9 contains 58421 members 
Mstep: Class 10 contains 26911 members 
Mstep: Class 11 contains 4125 members 
Mstep: Class 12 contains 30552 members 
Mstep: Class 13 contains 13555 members 
Mstep: Class 14 contains 2784 members 
Mstep: Class 15 contains 193343 members 
Mstep: Class 16 contains 77146 members 
Mstep: Class 17 contains 28450 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25255 members 
Mstep: Class 21 contains 3090 members 
Mstep: Class 22 contains 21001 members 
Mstep: Class 23 contains 10727 members 
Mstep: Class 24 contains 21500 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294118 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2767 members 
Mstep: Class 30 contains 5755 members 
Entering Unmasked Estep 
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Iteration 194Q: 31 clusters Score -1.545957e+08 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110315 members 
Mstep: Class 4 contains 15076 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3942 members 
Mstep: Class 7 contains 15872 members 
Mstep: Class 8 contains 296063 members 
Mstep: Class 9 contains 58415 members 
Mstep: Class 10 contains 26913 members 
Mstep: Class 11 contains 4124 members 
Mstep: Class 12 contains 30547 members 
Mstep: Class 13 contains 13555 members 
Mstep: Class 14 contains 2787 members 
Mstep: Class 15 contains 193310 members 
Mstep: Class 16 contains 77151 members 
Mstep: Class 17 contains 28482 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25252 members 
Mstep: Class 21 contains 3090 members 
Mstep: Class 22 contains 20990 members 
Mstep: Class 23 contains 10727 members 
Mstep: Class 24 contains 21526 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294087 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2774 members 
Mstep: Class 30 contains 5769 members 
Entering Unmasked Estep 
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Iteration 195Q: 31 clusters Score -1.545957e+08 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110350 members 
Mstep: Class 4 contains 15091 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3943 members 
Mstep: Class 7 contains 15895 members 
Mstep: Class 8 contains 296036 members 
Mstep: Class 9 contains 58413 members 
Mstep: Class 10 contains 26933 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 30536 members 
Mstep: Class 13 contains 13544 members 
Mstep: Class 14 contains 2795 members 
Mstep: Class 15 contains 193285 members 
Mstep: Class 16 contains 77151 members 
Mstep: Class 17 contains 28521 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25250 members 
Mstep: Class 21 contains 3089 members 
Mstep: Class 22 contains 20980 members 
Mstep: Class 23 contains 10719 members 
Mstep: Class 24 contains 21540 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294005 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2772 members 
Mstep: Class 30 contains 5781 members 
Entering Unmasked Estep 
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Iteration 196Q: 31 clusters Score -1.545959e+08 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110386 members 
Mstep: Class 4 contains 15077 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3943 members 
Mstep: Class 7 contains 15909 members 
Mstep: Class 8 contains 296072 members 
Mstep: Class 9 contains 58416 members 
Mstep: Class 10 contains 26940 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 30536 members 
Mstep: Class 13 contains 13551 members 
Mstep: Class 14 contains 2794 members 
Mstep: Class 15 contains 193312 members 
Mstep: Class 16 contains 77145 members 
Mstep: Class 17 contains 28544 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 25247 members 
Mstep: Class 21 contains 3091 members 
Mstep: Class 22 contains 20969 members 
Mstep: Class 23 contains 10714 members 
Mstep: Class 24 contains 21536 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293869 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2778 members 
Mstep: Class 30 contains 5781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596064.000000 Penalty: 104589.859375
Iteration 197Q: 31 clusters Score -1.545961e+08 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110406 members 
Mstep: Class 4 contains 15062 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3943 members 
Mstep: Class 7 contains 15931 members 
Mstep: Class 8 contains 296119 members 
Mstep: Class 9 contains 58406 members 
Mstep: Class 10 contains 26946 members 
Mstep: Class 11 contains 4120 members 
Mstep: Class 12 contains 30542 members 
Mstep: Class 13 contains 13569 members 
Mstep: Class 14 contains 2799 members 
Mstep: Class 15 contains 193360 members 
Mstep: Class 16 contains 77135 members 
Mstep: Class 17 contains 28580 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25248 members 
Mstep: Class 21 contains 3091 members 
Mstep: Class 22 contains 20955 members 
Mstep: Class 23 contains 10706 members 
Mstep: Class 24 contains 21522 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293710 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2778 members 
Mstep: Class 30 contains 5783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596272.000000 Penalty: 104589.859375
Iteration 198Q: 31 clusters Score -1.545963e+08 nChanged 1776
Entering ConstructFrom: 
Score: -154596272.000000 Penalty: 104589.859375
Entering ConstructFrom: 
Trying to split cluster 1 (9431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Entering Unmasked Estep 
Score: -1122261.375000 Penalty: 2269.635742
	Iteration 0F: 2 clusters Score -1122261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1114865.750000 Penalty: 4539.271484
	Iteration 0F: 3 clusters Score -1114866 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1116882.125000 Penalty: 4539.271484
	Iteration 1F: 3 clusters Score -1116882 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1117218.250000 Penalty: 4539.271484
	Iteration 2F: 3 clusters Score -1117218 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1117470.625000 Penalty: 4539.271484
	Iteration 3F: 3 clusters Score -1117471 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1117715.750000 Penalty: 4539.271484
	Iteration 4Q: 3 clusters Score -1117716 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1117982.000000 Penalty: 4539.271484
	Iteration 5Q: 3 clusters Score -1117982 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1118306.500000 Penalty: 4539.271484
	Iteration 6F: 3 clusters Score -1118306 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1118671.250000 Penalty: 4539.271484
	Iteration 7F: 3 clusters Score -1118671 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1119053.625000 Penalty: 4539.271484
	Iteration 8F: 3 clusters Score -1119054 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1119379.750000 Penalty: 4539.271484
	Iteration 9Q: 3 clusters Score -1119380 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1119632.625000 Penalty: 4539.271484
	Iteration 10Q: 3 clusters Score -1119633 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1119829.875000 Penalty: 4539.271484
	Iteration 11Q: 3 clusters Score -1119830 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1119954.125000 Penalty: 4539.271484
	Iteration 12Q: 3 clusters Score -1119954 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1120047.500000 Penalty: 4539.271484
	Iteration 13Q: 3 clusters Score -1120048 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1120123.000000 Penalty: 4539.271484
	Iteration 14Q: 3 clusters Score -1120123 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1120179.000000 Penalty: 4539.271484
	Iteration 15Q: 3 clusters Score -1120179 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1120219.500000 Penalty: 4539.271484
	Iteration 16Q: 3 clusters Score -1120220 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1120244.375000 Penalty: 4539.271484
	Iteration 17Q: 3 clusters Score -1120244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1120261.750000 Penalty: 4539.271484
	Iteration 18Q: 3 clusters Score -1120262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1120273.500000 Penalty: 4539.271484
	Iteration 19Q: 3 clusters Score -1120274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1120283.750000 Penalty: 4539.271484
	Iteration 20F: 3 clusters Score -1120284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1120294.250000 Penalty: 4539.271484
	Iteration 21Q: 3 clusters Score -1120294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1120301.125000 Penalty: 4539.271484
	Iteration 22Q: 3 clusters Score -1120301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1120309.875000 Penalty: 4539.271484
	Iteration 23Q: 3 clusters Score -1120310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1120314.750000 Penalty: 4539.271484
	Iteration 24Q: 3 clusters Score -1120315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1120321.000000 Penalty: 4539.271484
	Iteration 25Q: 3 clusters Score -1120321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1120325.000000 Penalty: 4539.271484
	Iteration 26Q: 3 clusters Score -1120325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1120328.500000 Penalty: 4539.271484
	Iteration 27Q: 3 clusters Score -1120328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1120336.875000 Penalty: 4539.271484
	Iteration 28Q: 3 clusters Score -1120337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1120339.000000 Penalty: 4539.271484
	Iteration 29Q: 3 clusters Score -1120339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1120345.000000 Penalty: 4539.271484
	Iteration 30Q: 3 clusters Score -1120345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1120352.125000 Penalty: 4539.271484
	Iteration 31Q: 3 clusters Score -1120352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1120355.250000 Penalty: 4539.271484
	Iteration 32Q: 3 clusters Score -1120355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1120360.875000 Penalty: 4539.271484
	Iteration 33Q: 3 clusters Score -1120361 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1120364.000000 Penalty: 4539.271484
	Iteration 34Q: 3 clusters Score -1120364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1120372.875000 Penalty: 4539.271484
	Iteration 35Q: 3 clusters Score -1120373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1120383.500000 Penalty: 4539.271484
	Iteration 36Q: 3 clusters Score -1120384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1120403.250000 Penalty: 4539.271484
	Iteration 37Q: 3 clusters Score -1120403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1120414.750000 Penalty: 4539.271484
	Iteration 38Q: 3 clusters Score -1120415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1120425.125000 Penalty: 4539.271484
	Iteration 39Q: 3 clusters Score -1120425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1120442.125000 Penalty: 4539.271484
	Iteration 40F: 3 clusters Score -1120442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1120448.125000 Penalty: 4539.271484
	Iteration 41Q: 3 clusters Score -1120448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1120454.875000 Penalty: 4539.271484
	Iteration 42Q: 3 clusters Score -1120455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1120466.875000 Penalty: 4539.271484
	Iteration 43Q: 3 clusters Score -1120467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1120478.125000 Penalty: 4539.271484
	Iteration 44Q: 3 clusters Score -1120478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1120486.000000 Penalty: 4539.271484
	Iteration 45Q: 3 clusters Score -1120486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1120488.625000 Penalty: 4539.271484
	Iteration 46Q: 3 clusters Score -1120489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1120493.875000 Penalty: 4539.271484
	Iteration 47Q: 3 clusters Score -1120494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1120496.625000 Penalty: 4539.271484
	Iteration 48Q: 3 clusters Score -1120497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1120497.125000 Penalty: 4539.271484
	Iteration 49Q: 3 clusters Score -1120497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1120511.750000 Penalty: 4539.271484
	Iteration 50Q: 3 clusters Score -1120512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1120521.750000 Penalty: 4539.271484
	Iteration 51Q: 3 clusters Score -1120522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1120540.375000 Penalty: 4539.271484
	Iteration 52Q: 3 clusters Score -1120540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1120557.750000 Penalty: 4539.271484
	Iteration 53Q: 3 clusters Score -1120558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1120564.750000 Penalty: 4539.271484
	Iteration 54Q: 3 clusters Score -1120565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1120571.750000 Penalty: 4539.271484
	Iteration 55Q: 3 clusters Score -1120572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1120577.625000 Penalty: 4539.271484
	Iteration 56Q: 3 clusters Score -1120578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1120583.500000 Penalty: 4539.271484
	Iteration 57Q: 3 clusters Score -1120584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1120588.750000 Penalty: 4539.271484
	Iteration 58Q: 3 clusters Score -1120589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1120593.125000 Penalty: 4539.271484
	Iteration 59Q: 3 clusters Score -1120593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1120595.625000 Penalty: 4539.271484
	Iteration 60F: 3 clusters Score -1120596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1120596.375000 Penalty: 4539.271484
	Iteration 61Q: 3 clusters Score -1120596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1120596.125000 Penalty: 4539.271484
	Iteration 62Q: 3 clusters Score -1120596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1120596.125000 Penalty: 4539.271484
	Iteration 63F: 3 clusters Score -1120596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -19375.312500 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -19375.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18295.800781 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -18295.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18333.843750 Penalty: 2572.943359
	Iteration 1Q: 3 clusters Score -18333.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18351.251953 Penalty: 2572.943359
	Iteration 2Q: 3 clusters Score -18351.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18354.572266 Penalty: 2572.943359
	Iteration 3Q: 3 clusters Score -18354.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18354.572266 Penalty: 2572.943359
	Iteration 4F: 3 clusters Score -18354.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (110417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110417 members 
Entering Unmasked Estep 
Score: -13864820.000000 Penalty: 2879.780762
	Iteration 0F: 2 clusters Score -1.386482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -13791167.000000 Penalty: 5759.561523
	Iteration 0F: 3 clusters Score -1.379117e+07 nChanged 52501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59122 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -13821320.000000 Penalty: 5759.561523
	Iteration 1F: 3 clusters Score -1.382132e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61348 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -13822710.000000 Penalty: 5759.561523
	Iteration 2Q: 3 clusters Score -1.382271e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64554 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -13824679.000000 Penalty: 5759.561523
	Iteration 3Q: 3 clusters Score -1.382468e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -13827706.000000 Penalty: 5759.561523
	Iteration 4Q: 3 clusters Score -1.382771e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75048 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -13832144.000000 Penalty: 5759.561523
	Iteration 5F: 3 clusters Score -1.383214e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82371 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -13837993.000000 Penalty: 5759.561523
	Iteration 6F: 3 clusters Score -1.383799e+07 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90484 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -13844933.000000 Penalty: 5759.561523
	Iteration 7F: 3 clusters Score -1.384493e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98154 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -13851614.000000 Penalty: 5759.561523
	Iteration 8F: 3 clusters Score -1.385161e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103968 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -13856760.000000 Penalty: 5759.561523
	Iteration 9F: 3 clusters Score -1.385676e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107448 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -13859831.000000 Penalty: 5759.561523
	Iteration 10Q: 3 clusters Score -1.385983e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109050 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -13861236.000000 Penalty: 5759.561523
	Iteration 11Q: 3 clusters Score -1.386124e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109645 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -13861755.000000 Penalty: 5759.561523
	Iteration 12Q: 3 clusters Score -1.386176e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109869 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -13861984.000000 Penalty: 5759.561523
	Iteration 13Q: 3 clusters Score -1.386198e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109974 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -13862080.000000 Penalty: 5759.561523
	Iteration 14Q: 3 clusters Score -1.386208e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110034 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -13862167.000000 Penalty: 5759.561523
	Iteration 15Q: 3 clusters Score -1.386217e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110071 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -13862206.000000 Penalty: 5759.561523
	Iteration 16Q: 3 clusters Score -1.386221e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110088 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -13862231.000000 Penalty: 5759.561523
	Iteration 17Q: 3 clusters Score -1.386223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110096 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -13862255.000000 Penalty: 5759.561523
	Iteration 18Q: 3 clusters Score -1.386226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110102 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -13862260.000000 Penalty: 5759.561523
	Iteration 19Q: 3 clusters Score -1.386226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110106 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -13862259.000000 Penalty: 5759.561523
	Iteration 20F: 3 clusters Score -1.386226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110106 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -13862278.000000 Penalty: 5759.561523
	Iteration 21Q: 3 clusters Score -1.386228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110110 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -13862273.000000 Penalty: 5759.561523
	Iteration 22Q: 3 clusters Score -1.386227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110111 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -13862277.000000 Penalty: 5759.561523
	Iteration 23Q: 3 clusters Score -1.386228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110112 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -13862277.000000 Penalty: 5759.561523
	Iteration 24Q: 3 clusters Score -1.386228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110113 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -13862287.000000 Penalty: 5759.561523
	Iteration 25Q: 3 clusters Score -1.386229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110114 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -13862280.000000 Penalty: 5759.561523
	Iteration 26Q: 3 clusters Score -1.386228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110114 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -13862280.000000 Penalty: 5759.561523
	Iteration 27F: 3 clusters Score -1.386228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Entering Unmasked Estep 
Score: -1876782.875000 Penalty: 2385.050293
	Iteration 0F: 2 clusters Score -1876783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1865969.375000 Penalty: 4770.100586
	Iteration 0F: 3 clusters Score -1865969 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1869355.000000 Penalty: 4770.100586
	Iteration 1F: 3 clusters Score -1869355 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1869689.750000 Penalty: 4770.100586
	Iteration 2F: 3 clusters Score -1869690 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1869973.125000 Penalty: 4770.100586
	Iteration 3Q: 3 clusters Score -1869973 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1870219.125000 Penalty: 4770.100586
	Iteration 4Q: 3 clusters Score -1870219 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1870529.250000 Penalty: 4770.100586
	Iteration 5Q: 3 clusters Score -1870529 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1870912.625000 Penalty: 4770.100586
	Iteration 6Q: 3 clusters Score -1870913 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1871406.250000 Penalty: 4770.100586
	Iteration 7F: 3 clusters Score -1871406 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1871985.125000 Penalty: 4770.100586
	Iteration 8F: 3 clusters Score -1871985 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1872633.375000 Penalty: 4770.100586
	Iteration 9F: 3 clusters Score -1872633 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1873275.875000 Penalty: 4770.100586
	Iteration 10Q: 3 clusters Score -1873276 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1873865.875000 Penalty: 4770.100586
	Iteration 11Q: 3 clusters Score -1873866 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1874305.375000 Penalty: 4770.100586
	Iteration 12Q: 3 clusters Score -1874305 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1874608.125000 Penalty: 4770.100586
	Iteration 13Q: 3 clusters Score -1874608 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1874756.875000 Penalty: 4770.100586
	Iteration 14Q: 3 clusters Score -1874757 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1874840.250000 Penalty: 4770.100586
	Iteration 15Q: 3 clusters Score -1874840 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1874887.875000 Penalty: 4770.100586
	Iteration 16Q: 3 clusters Score -1874888 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1874921.000000 Penalty: 4770.100586
	Iteration 17Q: 3 clusters Score -1874921 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1874938.125000 Penalty: 4770.100586
	Iteration 18Q: 3 clusters Score -1874938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1874951.125000 Penalty: 4770.100586
	Iteration 19Q: 3 clusters Score -1874951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1874967.875000 Penalty: 4770.100586
	Iteration 20F: 3 clusters Score -1874968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1874967.250000 Penalty: 4770.100586
	Iteration 21Q: 3 clusters Score -1874967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1874978.000000 Penalty: 4770.100586
	Iteration 22Q: 3 clusters Score -1874978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1874980.250000 Penalty: 4770.100586
	Iteration 23Q: 3 clusters Score -1874980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1874984.375000 Penalty: 4770.100586
	Iteration 24Q: 3 clusters Score -1874984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1874989.250000 Penalty: 4770.100586
	Iteration 25Q: 3 clusters Score -1874989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1874995.625000 Penalty: 4770.100586
	Iteration 26Q: 3 clusters Score -1874996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1874993.250000 Penalty: 4770.100586
	Iteration 27Q: 3 clusters Score -1874993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1874994.125000 Penalty: 4770.100586
	Iteration 28Q: 3 clusters Score -1874994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1874993.875000 Penalty: 4770.100586
	Iteration 29Q: 3 clusters Score -1874994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1874998.125000 Penalty: 4770.100586
	Iteration 30Q: 3 clusters Score -1874998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1874999.750000 Penalty: 4770.100586
	Iteration 31Q: 3 clusters Score -1875000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1875003.500000 Penalty: 4770.100586
	Iteration 32Q: 3 clusters Score -1875004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1875002.625000 Penalty: 4770.100586
	Iteration 33Q: 3 clusters Score -1875003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1875003.500000 Penalty: 4770.100586
	Iteration 34Q: 3 clusters Score -1875004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1875005.500000 Penalty: 4770.100586
	Iteration 35Q: 3 clusters Score -1875006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1875005.500000 Penalty: 4770.100586
	Iteration 36F: 3 clusters Score -1875006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -51231.648438 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -51231.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49845.171875 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -49845.17 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50414.167969 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -50414.17 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50831.726562 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -50831.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -51159.347656 Penalty: 3096.142822
	Iteration 3F: 3 clusters Score -51159.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -51400.531250 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -51400.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51580.476562 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -51580.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -51673.394531 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -51673.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51733.746094 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -51733.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51764.605469 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -51764.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51764.605469 Penalty: 3096.142822
	Iteration 9F: 3 clusters Score -51764.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110417 members 
Mstep: Class 4 contains 15020 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 3942 members 
Mstep: Class 7 contains 15947 members 
Mstep: Class 8 contains 296203 members 
Mstep: Class 9 contains 58397 members 
Mstep: Class 10 contains 26958 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 30542 members 
Mstep: Class 13 contains 13582 members 
Mstep: Class 14 contains 2802 members 
Mstep: Class 15 contains 193448 members 
Mstep: Class 16 contains 77131 members 
Mstep: Class 17 contains 28627 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25242 members 
Mstep: Class 21 contains 3089 members 
Mstep: Class 22 contains 20943 members 
Mstep: Class 23 contains 10703 members 
Mstep: Class 24 contains 21510 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293507 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2779 members 
Mstep: Class 30 contains 5788 members 
Mstep: Class 31 contains 200 members 
Entering Unmasked Estep 
Score: -154594912.000000 Penalty: 108076.187500
Splitting cluster 5 changes total score from -154596272.000000 to -154594912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Entering Unmasked Estep 
Score: -479666.406250 Penalty: 2053.302002
	Iteration 0F: 2 clusters Score -479666.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -475796.156250 Penalty: 4106.604004
	Iteration 0F: 3 clusters Score -475796.2 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -476578.906250 Penalty: 4106.604004
	Iteration 1F: 3 clusters Score -476578.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -476765.500000 Penalty: 4106.604004
	Iteration 2F: 3 clusters Score -476765.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -476879.281250 Penalty: 4106.604004
	Iteration 3Q: 3 clusters Score -476879.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -476948.312500 Penalty: 4106.604004
	Iteration 4Q: 3 clusters Score -476948.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -476997.468750 Penalty: 4106.604004
	Iteration 5Q: 3 clusters Score -476997.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -477045.656250 Penalty: 4106.604004
	Iteration 6Q: 3 clusters Score -477045.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -477085.093750 Penalty: 4106.604004
	Iteration 7Q: 3 clusters Score -477085.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -477110.687500 Penalty: 4106.604004
	Iteration 8Q: 3 clusters Score -477110.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -477132.843750 Penalty: 4106.604004
	Iteration 9Q: 3 clusters Score -477132.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -477150.343750 Penalty: 4106.604004
	Iteration 10Q: 3 clusters Score -477150.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -477164.500000 Penalty: 4106.604004
	Iteration 11Q: 3 clusters Score -477164.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -477174.656250 Penalty: 4106.604004
	Iteration 12Q: 3 clusters Score -477174.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -477185.031250 Penalty: 4106.604004
	Iteration 13Q: 3 clusters Score -477185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -477195.281250 Penalty: 4106.604004
	Iteration 14Q: 3 clusters Score -477195.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -477199.625000 Penalty: 4106.604004
	Iteration 15Q: 3 clusters Score -477199.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -477202.375000 Penalty: 4106.604004
	Iteration 16Q: 3 clusters Score -477202.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -477204.843750 Penalty: 4106.604004
	Iteration 17Q: 3 clusters Score -477204.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -477207.625000 Penalty: 4106.604004
	Iteration 18Q: 3 clusters Score -477207.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -477208.593750 Penalty: 4106.604004
	Iteration 19Q: 3 clusters Score -477208.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -477210.406250 Penalty: 4106.604004
	Iteration 20F: 3 clusters Score -477210.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -477215.062500 Penalty: 4106.604004
	Iteration 21Q: 3 clusters Score -477215.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -477219.500000 Penalty: 4106.604004
	Iteration 22Q: 3 clusters Score -477219.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -477223.593750 Penalty: 4106.604004
	Iteration 23Q: 3 clusters Score -477223.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -477227.531250 Penalty: 4106.604004
	Iteration 24Q: 3 clusters Score -477227.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -477233.375000 Penalty: 4106.604004
	Iteration 25Q: 3 clusters Score -477233.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -477236.000000 Penalty: 4106.604004
	Iteration 26Q: 3 clusters Score -477236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -477239.093750 Penalty: 4106.604004
	Iteration 27Q: 3 clusters Score -477239.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -477240.468750 Penalty: 4106.604004
	Iteration 28Q: 3 clusters Score -477240.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -477241.000000 Penalty: 4106.604004
	Iteration 29Q: 3 clusters Score -477241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -477243.500000 Penalty: 4106.604004
	Iteration 30Q: 3 clusters Score -477243.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -477245.312500 Penalty: 4106.604004
	Iteration 31Q: 3 clusters Score -477245.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -477247.875000 Penalty: 4106.604004
	Iteration 32Q: 3 clusters Score -477247.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -477248.281250 Penalty: 4106.604004
	Iteration 33Q: 3 clusters Score -477248.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -477249.625000 Penalty: 4106.604004
	Iteration 34Q: 3 clusters Score -477249.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -477252.218750 Penalty: 4106.604004
	Iteration 35Q: 3 clusters Score -477252.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -477256.375000 Penalty: 4106.604004
	Iteration 36Q: 3 clusters Score -477256.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -477262.187500 Penalty: 4106.604004
	Iteration 37Q: 3 clusters Score -477262.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -477265.562500 Penalty: 4106.604004
	Iteration 38Q: 3 clusters Score -477265.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -477268.218750 Penalty: 4106.604004
	Iteration 39Q: 3 clusters Score -477268.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -477270.375000 Penalty: 4106.604004
	Iteration 40F: 3 clusters Score -477270.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -477272.250000 Penalty: 4106.604004
	Iteration 41Q: 3 clusters Score -477272.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -477274.968750 Penalty: 4106.604004
	Iteration 42Q: 3 clusters Score -477275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -477276.625000 Penalty: 4106.604004
	Iteration 43Q: 3 clusters Score -477276.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -477278.031250 Penalty: 4106.604004
	Iteration 44Q: 3 clusters Score -477278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -477278.937500 Penalty: 4106.604004
	Iteration 45Q: 3 clusters Score -477278.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -477278.750000 Penalty: 4106.604004
	Iteration 46Q: 3 clusters Score -477278.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -477279.937500 Penalty: 4106.604004
	Iteration 47Q: 3 clusters Score -477279.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -477280.593750 Penalty: 4106.604004
	Iteration 48Q: 3 clusters Score -477280.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -477281.125000 Penalty: 4106.604004
	Iteration 49Q: 3 clusters Score -477281.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -477281.125000 Penalty: 4106.604004
	Iteration 50F: 3 clusters Score -477281.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Entering Unmasked Estep 
Score: -1994099.875000 Penalty: 2399.902344
	Iteration 0F: 2 clusters Score -1994100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1982744.000000 Penalty: 4799.804688
	Iteration 0F: 3 clusters Score -1982744 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1986404.625000 Penalty: 4799.804688
	Iteration 1F: 3 clusters Score -1986405 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1986739.000000 Penalty: 4799.804688
	Iteration 2F: 3 clusters Score -1986739 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1986988.250000 Penalty: 4799.804688
	Iteration 3Q: 3 clusters Score -1986988 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1987199.125000 Penalty: 4799.804688
	Iteration 4Q: 3 clusters Score -1987199 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1987379.875000 Penalty: 4799.804688
	Iteration 5Q: 3 clusters Score -1987380 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1987540.000000 Penalty: 4799.804688
	Iteration 6Q: 3 clusters Score -1987540 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1987713.375000 Penalty: 4799.804688
	Iteration 7Q: 3 clusters Score -1987713 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1987895.500000 Penalty: 4799.804688
	Iteration 8Q: 3 clusters Score -1987896 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1988096.125000 Penalty: 4799.804688
	Iteration 9Q: 3 clusters Score -1988096 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1988332.875000 Penalty: 4799.804688
	Iteration 10Q: 3 clusters Score -1988333 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1988590.500000 Penalty: 4799.804688
	Iteration 11Q: 3 clusters Score -1988590 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1988908.375000 Penalty: 4799.804688
	Iteration 12Q: 3 clusters Score -1988908 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1989272.875000 Penalty: 4799.804688
	Iteration 13Q: 3 clusters Score -1989273 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1989673.875000 Penalty: 4799.804688
	Iteration 14Q: 3 clusters Score -1989674 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1990131.375000 Penalty: 4799.804688
	Iteration 15Q: 3 clusters Score -1990131 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1990577.750000 Penalty: 4799.804688
	Iteration 16Q: 3 clusters Score -1990578 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1990966.625000 Penalty: 4799.804688
	Iteration 17Q: 3 clusters Score -1990967 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1991322.375000 Penalty: 4799.804688
	Iteration 18Q: 3 clusters Score -1991322 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1991628.000000 Penalty: 4799.804688
	Iteration 19Q: 3 clusters Score -1991628 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1991861.375000 Penalty: 4799.804688
	Iteration 20F: 3 clusters Score -1991861 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1992055.250000 Penalty: 4799.804688
	Iteration 21Q: 3 clusters Score -1992055 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1992181.125000 Penalty: 4799.804688
	Iteration 22Q: 3 clusters Score -1992181 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1992267.000000 Penalty: 4799.804688
	Iteration 23Q: 3 clusters Score -1992267 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1992322.500000 Penalty: 4799.804688
	Iteration 24Q: 3 clusters Score -1992322 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1992373.375000 Penalty: 4799.804688
	Iteration 25Q: 3 clusters Score -1992373 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1992408.250000 Penalty: 4799.804688
	Iteration 26Q: 3 clusters Score -1992408 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1992430.375000 Penalty: 4799.804688
	Iteration 27Q: 3 clusters Score -1992430 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1992443.125000 Penalty: 4799.804688
	Iteration 28Q: 3 clusters Score -1992443 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1992448.875000 Penalty: 4799.804688
	Iteration 29Q: 3 clusters Score -1992449 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1992460.500000 Penalty: 4799.804688
	Iteration 30Q: 3 clusters Score -1992460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1992464.500000 Penalty: 4799.804688
	Iteration 31Q: 3 clusters Score -1992464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1992457.625000 Penalty: 4799.804688
	Iteration 32Q: 3 clusters Score -1992458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1992460.750000 Penalty: 4799.804688
	Iteration 33Q: 3 clusters Score -1992461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1992466.250000 Penalty: 4799.804688
	Iteration 34Q: 3 clusters Score -1992466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1992467.500000 Penalty: 4799.804688
	Iteration 35Q: 3 clusters Score -1992468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1992467.875000 Penalty: 4799.804688
	Iteration 36Q: 3 clusters Score -1992468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1992473.375000 Penalty: 4799.804688
	Iteration 37Q: 3 clusters Score -1992473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1992470.875000 Penalty: 4799.804688
	Iteration 38Q: 3 clusters Score -1992471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1992472.000000 Penalty: 4799.804688
	Iteration 39Q: 3 clusters Score -1992472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1992471.625000 Penalty: 4799.804688
	Iteration 40F: 3 clusters Score -1992472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1992472.875000 Penalty: 4799.804688
	Iteration 41Q: 3 clusters Score -1992473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1992478.625000 Penalty: 4799.804688
	Iteration 42Q: 3 clusters Score -1992479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1992481.375000 Penalty: 4799.804688
	Iteration 43Q: 3 clusters Score -1992481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1992481.125000 Penalty: 4799.804688
	Iteration 44Q: 3 clusters Score -1992481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1992479.875000 Penalty: 4799.804688
	Iteration 45Q: 3 clusters Score -1992480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1992486.125000 Penalty: 4799.804688
	Iteration 46Q: 3 clusters Score -1992486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1992487.750000 Penalty: 4799.804688
	Iteration 47Q: 3 clusters Score -1992488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1992487.375000 Penalty: 4799.804688
	Iteration 48Q: 3 clusters Score -1992487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1992489.250000 Penalty: 4799.804688
	Iteration 49Q: 3 clusters Score -1992489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1992489.500000 Penalty: 4799.804688
	Iteration 50Q: 3 clusters Score -1992490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1992488.875000 Penalty: 4799.804688
	Iteration 51Q: 3 clusters Score -1992489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1992486.625000 Penalty: 4799.804688
	Iteration 52Q: 3 clusters Score -1992487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1992487.875000 Penalty: 4799.804688
	Iteration 53Q: 3 clusters Score -1992488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1992488.375000 Penalty: 4799.804688
	Iteration 54Q: 3 clusters Score -1992488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1992485.875000 Penalty: 4799.804688
	Iteration 55Q: 3 clusters Score -1992486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1992488.250000 Penalty: 4799.804688
	Iteration 56Q: 3 clusters Score -1992488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1992488.750000 Penalty: 4799.804688
	Iteration 57Q: 3 clusters Score -1992489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1992488.125000 Penalty: 4799.804688
	Iteration 58Q: 3 clusters Score -1992488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1992486.750000 Penalty: 4799.804688
	Iteration 59Q: 3 clusters Score -1992487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1992484.375000 Penalty: 4799.804688
	Iteration 60F: 3 clusters Score -1992484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (296203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296203 members 
Entering Unmasked Estep 
Score: -36734668.000000 Penalty: 3124.502441
	Iteration 0F: 2 clusters Score -3.673467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148311 members 
Mstep: Class 2 contains 147892 members 
Entering Unmasked Estep 
Score: -36550808.000000 Penalty: 6249.004883
	Iteration 0F: 3 clusters Score -3.655081e+07 nChanged 143470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152893 members 
Mstep: Class 2 contains 143310 members 
Entering Unmasked Estep 
Score: -36635604.000000 Penalty: 6249.004883
	Iteration 1F: 3 clusters Score -3.66356e+07 nChanged 9511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156220 members 
Mstep: Class 2 contains 139983 members 
Entering Unmasked Estep 
Score: -36638840.000000 Penalty: 6249.004883
	Iteration 2Q: 3 clusters Score -3.663884e+07 nChanged 12419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161589 members 
Mstep: Class 2 contains 134614 members 
Entering Unmasked Estep 
Score: -36644880.000000 Penalty: 6249.004883
	Iteration 3Q: 3 clusters Score -3.664488e+07 nChanged 16976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170223 members 
Mstep: Class 2 contains 125980 members 
Entering Unmasked Estep 
Score: -36655008.000000 Penalty: 6249.004883
	Iteration 4F: 3 clusters Score -3.665501e+07 nChanged 21689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182774 members 
Mstep: Class 2 contains 113429 members 
Entering Unmasked Estep 
Score: -36671536.000000 Penalty: 6249.004883
	Iteration 5F: 3 clusters Score -3.667154e+07 nChanged 24461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197757 members 
Mstep: Class 2 contains 98446 members 
Entering Unmasked Estep 
Score: -36692788.000000 Penalty: 6249.004883
	Iteration 6F: 3 clusters Score -3.669279e+07 nChanged 22033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210848 members 
Mstep: Class 2 contains 85355 members 
Entering Unmasked Estep 
Score: -36713036.000000 Penalty: 6249.004883
	Iteration 7F: 3 clusters Score -3.671304e+07 nChanged 15589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219347 members 
Mstep: Class 2 contains 76856 members 
Entering Unmasked Estep 
Score: -36723712.000000 Penalty: 6249.004883
	Iteration 8F: 3 clusters Score -3.672371e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225261 members 
Mstep: Class 2 contains 70942 members 
Entering Unmasked Estep 
Score: -36727700.000000 Penalty: 6249.004883
	Iteration 9Q: 3 clusters Score -3.67277e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230264 members 
Mstep: Class 2 contains 65939 members 
Entering Unmasked Estep 
Score: -36730228.000000 Penalty: 6249.004883
	Iteration 10Q: 3 clusters Score -3.673023e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234674 members 
Mstep: Class 2 contains 61529 members 
Entering Unmasked Estep 
Score: -36731892.000000 Penalty: 6249.004883
	Iteration 11Q: 3 clusters Score -3.673189e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238797 members 
Mstep: Class 2 contains 57406 members 
Entering Unmasked Estep 
Score: -36733104.000000 Penalty: 6249.004883
	Iteration 12Q: 3 clusters Score -3.67331e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242872 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -36733816.000000 Penalty: 6249.004883
	Iteration 13Q: 3 clusters Score -3.673382e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247137 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -36734408.000000 Penalty: 6249.004883
	Iteration 14Q: 3 clusters Score -3.673441e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251625 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -36734516.000000 Penalty: 6249.004883
	Iteration 15Q: 3 clusters Score -3.673452e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256120 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -36735060.000000 Penalty: 6249.004883
	Iteration 16Q: 3 clusters Score -3.673506e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260614 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -36735536.000000 Penalty: 6249.004883
	Iteration 17Q: 3 clusters Score -3.673554e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264931 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -36735760.000000 Penalty: 6249.004883
	Iteration 18Q: 3 clusters Score -3.673576e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269001 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -36736008.000000 Penalty: 6249.004883
	Iteration 19Q: 3 clusters Score -3.673601e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272804 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -36736088.000000 Penalty: 6249.004883
	Iteration 20F: 3 clusters Score -3.673609e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276193 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -36735768.000000 Penalty: 6249.004883
	Iteration 21Q: 3 clusters Score -3.673577e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279265 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -36735672.000000 Penalty: 6249.004883
	Iteration 22Q: 3 clusters Score -3.673567e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281905 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -36735596.000000 Penalty: 6249.004883
	Iteration 23Q: 3 clusters Score -3.67356e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284138 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -36735488.000000 Penalty: 6249.004883
	Iteration 24Q: 3 clusters Score -3.673549e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285919 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -36735364.000000 Penalty: 6249.004883
	Iteration 25Q: 3 clusters Score -3.673536e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287413 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -36735076.000000 Penalty: 6249.004883
	Iteration 26Q: 3 clusters Score -3.673508e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288673 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -36734816.000000 Penalty: 6249.004883
	Iteration 27Q: 3 clusters Score -3.673482e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289693 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -36734708.000000 Penalty: 6249.004883
	Iteration 28Q: 3 clusters Score -3.673471e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290472 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -36734748.000000 Penalty: 6249.004883
	Iteration 29Q: 3 clusters Score -3.673475e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291145 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -36734660.000000 Penalty: 6249.004883
	Iteration 30Q: 3 clusters Score -3.673466e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291710 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -36734444.000000 Penalty: 6249.004883
	Iteration 31Q: 3 clusters Score -3.673444e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292184 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -36734344.000000 Penalty: 6249.004883
	Iteration 32Q: 3 clusters Score -3.673434e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292587 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -36734232.000000 Penalty: 6249.004883
	Iteration 33Q: 3 clusters Score -3.673423e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292881 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -36734128.000000 Penalty: 6249.004883
	Iteration 34Q: 3 clusters Score -3.673413e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293138 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -36734120.000000 Penalty: 6249.004883
	Iteration 35Q: 3 clusters Score -3.673412e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293371 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -36734112.000000 Penalty: 6249.004883
	Iteration 36Q: 3 clusters Score -3.673411e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293552 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -36734088.000000 Penalty: 6249.004883
	Iteration 37Q: 3 clusters Score -3.673409e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293717 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -36734036.000000 Penalty: 6249.004883
	Iteration 38Q: 3 clusters Score -3.673404e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293843 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -36733992.000000 Penalty: 6249.004883
	Iteration 39Q: 3 clusters Score -3.673399e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293952 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -36733908.000000 Penalty: 6249.004883
	Iteration 40F: 3 clusters Score -3.673391e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294022 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -36733944.000000 Penalty: 6249.004883
	Iteration 41Q: 3 clusters Score -3.673394e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294071 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -36733876.000000 Penalty: 6249.004883
	Iteration 42Q: 3 clusters Score -3.673388e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294117 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -36733828.000000 Penalty: 6249.004883
	Iteration 43Q: 3 clusters Score -3.673383e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294153 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -36733804.000000 Penalty: 6249.004883
	Iteration 44Q: 3 clusters Score -3.67338e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294183 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -36733800.000000 Penalty: 6249.004883
	Iteration 45Q: 3 clusters Score -3.67338e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294210 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -36733760.000000 Penalty: 6249.004883
	Iteration 46Q: 3 clusters Score -3.673376e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294227 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -36733744.000000 Penalty: 6249.004883
	Iteration 47Q: 3 clusters Score -3.673374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294239 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -36733748.000000 Penalty: 6249.004883
	Iteration 48Q: 3 clusters Score -3.673375e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294254 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -36733700.000000 Penalty: 6249.004883
	Iteration 49Q: 3 clusters Score -3.67337e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294272 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -36733656.000000 Penalty: 6249.004883
	Iteration 50Q: 3 clusters Score -3.673366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294281 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -36733640.000000 Penalty: 6249.004883
	Iteration 51Q: 3 clusters Score -3.673364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294292 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -36733636.000000 Penalty: 6249.004883
	Iteration 52Q: 3 clusters Score -3.673364e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294303 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -36733652.000000 Penalty: 6249.004883
	Iteration 53Q: 3 clusters Score -3.673365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294317 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -36733648.000000 Penalty: 6249.004883
	Iteration 54Q: 3 clusters Score -3.673365e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294333 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -36733644.000000 Penalty: 6249.004883
	Iteration 55Q: 3 clusters Score -3.673364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294342 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -36733628.000000 Penalty: 6249.004883
	Iteration 56Q: 3 clusters Score -3.673363e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294354 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -36733612.000000 Penalty: 6249.004883
	Iteration 57Q: 3 clusters Score -3.673361e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294366 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -36733612.000000 Penalty: 6249.004883
	Iteration 58Q: 3 clusters Score -3.673361e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294383 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -36733608.000000 Penalty: 6249.004883
	Iteration 59Q: 3 clusters Score -3.673361e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294397 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -36733592.000000 Penalty: 6249.004883
	Iteration 60F: 3 clusters Score -3.673359e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294413 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -36733584.000000 Penalty: 6249.004883
	Iteration 61Q: 3 clusters Score -3.673358e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294427 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -36733584.000000 Penalty: 6249.004883
	Iteration 62Q: 3 clusters Score -3.673358e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294438 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -36733568.000000 Penalty: 6249.004883
	Iteration 63Q: 3 clusters Score -3.673357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294447 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -36733592.000000 Penalty: 6249.004883
	Iteration 64Q: 3 clusters Score -3.673359e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294457 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -36733568.000000 Penalty: 6249.004883
	Iteration 65Q: 3 clusters Score -3.673357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294464 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -36733572.000000 Penalty: 6249.004883
	Iteration 66Q: 3 clusters Score -3.673357e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294475 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -36733600.000000 Penalty: 6249.004883
	Iteration 67Q: 3 clusters Score -3.67336e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294492 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -36733600.000000 Penalty: 6249.004883
	Iteration 68Q: 3 clusters Score -3.67336e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294507 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -36733608.000000 Penalty: 6249.004883
	Iteration 69Q: 3 clusters Score -3.673361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294517 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -36733600.000000 Penalty: 6249.004883
	Iteration 70Q: 3 clusters Score -3.67336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294525 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -36733592.000000 Penalty: 6249.004883
	Iteration 71Q: 3 clusters Score -3.673359e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294535 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -36733596.000000 Penalty: 6249.004883
	Iteration 72Q: 3 clusters Score -3.67336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294542 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -36733572.000000 Penalty: 6249.004883
	Iteration 73Q: 3 clusters Score -3.673357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294552 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -36733576.000000 Penalty: 6249.004883
	Iteration 74Q: 3 clusters Score -3.673358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294561 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -36733560.000000 Penalty: 6249.004883
	Iteration 75Q: 3 clusters Score -3.673356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294575 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -36733564.000000 Penalty: 6249.004883
	Iteration 76Q: 3 clusters Score -3.673356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294586 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -36733536.000000 Penalty: 6249.004883
	Iteration 77Q: 3 clusters Score -3.673354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294599 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -36733524.000000 Penalty: 6249.004883
	Iteration 78Q: 3 clusters Score -3.673352e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294609 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -36733504.000000 Penalty: 6249.004883
	Iteration 79Q: 3 clusters Score -3.67335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294616 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -36733508.000000 Penalty: 6249.004883
	Iteration 80F: 3 clusters Score -3.673351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294628 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -36733516.000000 Penalty: 6249.004883
	Iteration 81Q: 3 clusters Score -3.673352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294639 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -36733524.000000 Penalty: 6249.004883
	Iteration 82Q: 3 clusters Score -3.673352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294644 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -36733512.000000 Penalty: 6249.004883
	Iteration 83Q: 3 clusters Score -3.673351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294650 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -36733492.000000 Penalty: 6249.004883
	Iteration 84Q: 3 clusters Score -3.673349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294652 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -36733476.000000 Penalty: 6249.004883
	Iteration 85Q: 3 clusters Score -3.673348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294651 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -36733484.000000 Penalty: 6249.004883
	Iteration 86Q: 3 clusters Score -3.673348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294653 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -36733464.000000 Penalty: 6249.004883
	Iteration 87Q: 3 clusters Score -3.673346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294657 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -36733456.000000 Penalty: 6249.004883
	Iteration 88Q: 3 clusters Score -3.673346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294662 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -36733456.000000 Penalty: 6249.004883
	Iteration 89Q: 3 clusters Score -3.673346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294665 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -36733468.000000 Penalty: 6249.004883
	Iteration 90Q: 3 clusters Score -3.673347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294670 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -36733444.000000 Penalty: 6249.004883
	Iteration 91Q: 3 clusters Score -3.673344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294675 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -36733464.000000 Penalty: 6249.004883
	Iteration 92Q: 3 clusters Score -3.673346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294675 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -36733464.000000 Penalty: 6249.004883
	Iteration 93F: 3 clusters Score -3.673346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (58397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58397 members 
Entering Unmasked Estep 
Score: -7340764.000000 Penalty: 2721.804932
	Iteration 0F: 2 clusters Score -7340764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -7301731.000000 Penalty: 5443.609863
	Iteration 0F: 3 clusters Score -7301731 nChanged 26928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -7317022.000000 Penalty: 5443.609863
	Iteration 1F: 3 clusters Score -7317022 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -7317866.500000 Penalty: 5443.609863
	Iteration 2Q: 3 clusters Score -7317866 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -7318977.500000 Penalty: 5443.609863
	Iteration 3Q: 3 clusters Score -7318978 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -7320439.500000 Penalty: 5443.609863
	Iteration 4F: 3 clusters Score -7320440 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -7322481.500000 Penalty: 5443.609863
	Iteration 5F: 3 clusters Score -7322482 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -7325148.000000 Penalty: 5443.609863
	Iteration 6F: 3 clusters Score -7325148 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -7328312.000000 Penalty: 5443.609863
	Iteration 7F: 3 clusters Score -7328312 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -7331285.000000 Penalty: 5443.609863
	Iteration 8F: 3 clusters Score -7331285 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -7332993.500000 Penalty: 5443.609863
	Iteration 9F: 3 clusters Score -7332994 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -7333702.000000 Penalty: 5443.609863
	Iteration 10Q: 3 clusters Score -7333702 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -7334049.000000 Penalty: 5443.609863
	Iteration 11Q: 3 clusters Score -7334049 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -7334274.000000 Penalty: 5443.609863
	Iteration 12Q: 3 clusters Score -7334274 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -7334446.500000 Penalty: 5443.609863
	Iteration 13Q: 3 clusters Score -7334446 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -7334588.000000 Penalty: 5443.609863
	Iteration 14Q: 3 clusters Score -7334588 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -7334744.500000 Penalty: 5443.609863
	Iteration 15Q: 3 clusters Score -7334744 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -7334891.000000 Penalty: 5443.609863
	Iteration 16Q: 3 clusters Score -7334891 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -7335037.000000 Penalty: 5443.609863
	Iteration 17Q: 3 clusters Score -7335037 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -7335157.000000 Penalty: 5443.609863
	Iteration 18Q: 3 clusters Score -7335157 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -7335354.500000 Penalty: 5443.609863
	Iteration 19Q: 3 clusters Score -7335354 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -7335491.500000 Penalty: 5443.609863
	Iteration 20F: 3 clusters Score -7335492 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -7335644.000000 Penalty: 5443.609863
	Iteration 21Q: 3 clusters Score -7335644 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -7335762.500000 Penalty: 5443.609863
	Iteration 22Q: 3 clusters Score -7335762 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -7335912.500000 Penalty: 5443.609863
	Iteration 23Q: 3 clusters Score -7335912 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -7336080.500000 Penalty: 5443.609863
	Iteration 24Q: 3 clusters Score -7336080 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -7336171.000000 Penalty: 5443.609863
	Iteration 25Q: 3 clusters Score -7336171 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -7336288.000000 Penalty: 5443.609863
	Iteration 26Q: 3 clusters Score -7336288 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -7336418.000000 Penalty: 5443.609863
	Iteration 27Q: 3 clusters Score -7336418 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -7336610.500000 Penalty: 5443.609863
	Iteration 28Q: 3 clusters Score -7336610 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -7336776.000000 Penalty: 5443.609863
	Iteration 29Q: 3 clusters Score -7336776 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -7336906.500000 Penalty: 5443.609863
	Iteration 30Q: 3 clusters Score -7336906 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -7337034.000000 Penalty: 5443.609863
	Iteration 31Q: 3 clusters Score -7337034 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -7337160.500000 Penalty: 5443.609863
	Iteration 32Q: 3 clusters Score -7337160 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -7337333.500000 Penalty: 5443.609863
	Iteration 33Q: 3 clusters Score -7337334 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -7337453.500000 Penalty: 5443.609863
	Iteration 34Q: 3 clusters Score -7337454 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51269 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -7337578.500000 Penalty: 5443.609863
	Iteration 35Q: 3 clusters Score -7337578 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51659 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -7337694.000000 Penalty: 5443.609863
	Iteration 36Q: 3 clusters Score -7337694 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52032 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -7337789.500000 Penalty: 5443.609863
	Iteration 37Q: 3 clusters Score -7337790 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -7337874.500000 Penalty: 5443.609863
	Iteration 38Q: 3 clusters Score -7337874 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52663 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -7337946.500000 Penalty: 5443.609863
	Iteration 39Q: 3 clusters Score -7337946 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52929 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -7338014.000000 Penalty: 5443.609863
	Iteration 40F: 3 clusters Score -7338014 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -7338112.500000 Penalty: 5443.609863
	Iteration 41Q: 3 clusters Score -7338112 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -7338198.000000 Penalty: 5443.609863
	Iteration 42Q: 3 clusters Score -7338198 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -7338285.500000 Penalty: 5443.609863
	Iteration 43Q: 3 clusters Score -7338286 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -7338338.500000 Penalty: 5443.609863
	Iteration 44Q: 3 clusters Score -7338338 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -7338414.000000 Penalty: 5443.609863
	Iteration 45Q: 3 clusters Score -7338414 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -7338487.500000 Penalty: 5443.609863
	Iteration 46Q: 3 clusters Score -7338488 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -7338528.500000 Penalty: 5443.609863
	Iteration 47Q: 3 clusters Score -7338528 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -7338587.000000 Penalty: 5443.609863
	Iteration 48Q: 3 clusters Score -7338587 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -7338618.500000 Penalty: 5443.609863
	Iteration 49Q: 3 clusters Score -7338618 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -7338653.000000 Penalty: 5443.609863
	Iteration 50Q: 3 clusters Score -7338653 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -7338715.000000 Penalty: 5443.609863
	Iteration 51Q: 3 clusters Score -7338715 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -7338755.500000 Penalty: 5443.609863
	Iteration 52Q: 3 clusters Score -7338756 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -7338786.500000 Penalty: 5443.609863
	Iteration 53Q: 3 clusters Score -7338786 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -7338823.000000 Penalty: 5443.609863
	Iteration 54Q: 3 clusters Score -7338823 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -7338856.500000 Penalty: 5443.609863
	Iteration 55Q: 3 clusters Score -7338856 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -7338874.500000 Penalty: 5443.609863
	Iteration 56Q: 3 clusters Score -7338874 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -7338878.500000 Penalty: 5443.609863
	Iteration 57Q: 3 clusters Score -7338878 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55656 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -7338900.000000 Penalty: 5443.609863
	Iteration 58Q: 3 clusters Score -7338900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -7338906.000000 Penalty: 5443.609863
	Iteration 59Q: 3 clusters Score -7338906 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -7338932.500000 Penalty: 5443.609863
	Iteration 60F: 3 clusters Score -7338932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -7338934.000000 Penalty: 5443.609863
	Iteration 61Q: 3 clusters Score -7338934 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55821 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -7338946.500000 Penalty: 5443.609863
	Iteration 62Q: 3 clusters Score -7338946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -7338973.000000 Penalty: 5443.609863
	Iteration 63Q: 3 clusters Score -7338973 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55905 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -7338973.500000 Penalty: 5443.609863
	Iteration 64Q: 3 clusters Score -7338974 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55953 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -7339002.500000 Penalty: 5443.609863
	Iteration 65Q: 3 clusters Score -7339002 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -7339002.000000 Penalty: 5443.609863
	Iteration 66Q: 3 clusters Score -7339002 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56049 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -7339031.500000 Penalty: 5443.609863
	Iteration 67Q: 3 clusters Score -7339032 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56088 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -7339043.500000 Penalty: 5443.609863
	Iteration 68Q: 3 clusters Score -7339044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56125 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7339056.000000 Penalty: 5443.609863
	Iteration 69Q: 3 clusters Score -7339056 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56166 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7339083.000000 Penalty: 5443.609863
	Iteration 70Q: 3 clusters Score -7339083 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -7339100.000000 Penalty: 5443.609863
	Iteration 71Q: 3 clusters Score -7339100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56234 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -7339104.000000 Penalty: 5443.609863
	Iteration 72Q: 3 clusters Score -7339104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56254 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -7339117.500000 Penalty: 5443.609863
	Iteration 73Q: 3 clusters Score -7339118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56281 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -7339116.500000 Penalty: 5443.609863
	Iteration 74Q: 3 clusters Score -7339116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56303 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -7339113.500000 Penalty: 5443.609863
	Iteration 75Q: 3 clusters Score -7339114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -7339113.000000 Penalty: 5443.609863
	Iteration 76Q: 3 clusters Score -7339113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56337 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -7339115.000000 Penalty: 5443.609863
	Iteration 77Q: 3 clusters Score -7339115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -7339127.000000 Penalty: 5443.609863
	Iteration 78Q: 3 clusters Score -7339127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -7339134.000000 Penalty: 5443.609863
	Iteration 79Q: 3 clusters Score -7339134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56366 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -7339130.500000 Penalty: 5443.609863
	Iteration 80F: 3 clusters Score -7339130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -7339130.500000 Penalty: 5443.609863
	Iteration 81Q: 3 clusters Score -7339130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56394 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -7339122.500000 Penalty: 5443.609863
	Iteration 82Q: 3 clusters Score -7339122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -7339126.500000 Penalty: 5443.609863
	Iteration 83Q: 3 clusters Score -7339126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56408 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7339120.000000 Penalty: 5443.609863
	Iteration 84Q: 3 clusters Score -7339120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -7339126.000000 Penalty: 5443.609863
	Iteration 85Q: 3 clusters Score -7339126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -7339124.500000 Penalty: 5443.609863
	Iteration 86Q: 3 clusters Score -7339124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56422 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -7339120.000000 Penalty: 5443.609863
	Iteration 87Q: 3 clusters Score -7339120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56422 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -7339120.000000 Penalty: 5443.609863
	Iteration 88F: 3 clusters Score -7339120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Entering Unmasked Estep 
Score: -2988399.500000 Penalty: 2530.104736
	Iteration 0F: 2 clusters Score -2988400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2969817.500000 Penalty: 5060.209473
	Iteration 0F: 3 clusters Score -2969818 nChanged 12159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2976789.750000 Penalty: 5060.209473
	Iteration 1F: 3 clusters Score -2976790 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2977743.000000 Penalty: 5060.209473
	Iteration 2F: 3 clusters Score -2977743 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2979037.500000 Penalty: 5060.209473
	Iteration 3F: 3 clusters Score -2979038 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2980598.250000 Penalty: 5060.209473
	Iteration 4F: 3 clusters Score -2980598 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2982139.000000 Penalty: 5060.209473
	Iteration 5F: 3 clusters Score -2982139 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2983384.750000 Penalty: 5060.209473
	Iteration 6F: 3 clusters Score -2983385 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2984190.000000 Penalty: 5060.209473
	Iteration 7F: 3 clusters Score -2984190 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -2984691.250000 Penalty: 5060.209473
	Iteration 8Q: 3 clusters Score -2984691 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2984995.750000 Penalty: 5060.209473
	Iteration 9Q: 3 clusters Score -2984996 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2985231.000000 Penalty: 5060.209473
	Iteration 10Q: 3 clusters Score -2985231 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2985393.250000 Penalty: 5060.209473
	Iteration 11Q: 3 clusters Score -2985393 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2985578.000000 Penalty: 5060.209473
	Iteration 12Q: 3 clusters Score -2985578 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2985734.000000 Penalty: 5060.209473
	Iteration 13Q: 3 clusters Score -2985734 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2985853.000000 Penalty: 5060.209473
	Iteration 14Q: 3 clusters Score -2985853 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2985978.000000 Penalty: 5060.209473
	Iteration 15Q: 3 clusters Score -2985978 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2986064.000000 Penalty: 5060.209473
	Iteration 16Q: 3 clusters Score -2986064 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2986162.000000 Penalty: 5060.209473
	Iteration 17Q: 3 clusters Score -2986162 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2986226.000000 Penalty: 5060.209473
	Iteration 18Q: 3 clusters Score -2986226 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2986285.500000 Penalty: 5060.209473
	Iteration 19Q: 3 clusters Score -2986286 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2986340.500000 Penalty: 5060.209473
	Iteration 20F: 3 clusters Score -2986340 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -2986364.250000 Penalty: 5060.209473
	Iteration 21Q: 3 clusters Score -2986364 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -2986422.500000 Penalty: 5060.209473
	Iteration 22Q: 3 clusters Score -2986422 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2986444.500000 Penalty: 5060.209473
	Iteration 23Q: 3 clusters Score -2986444 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2986481.750000 Penalty: 5060.209473
	Iteration 24Q: 3 clusters Score -2986482 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2986519.250000 Penalty: 5060.209473
	Iteration 25Q: 3 clusters Score -2986519 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2986534.000000 Penalty: 5060.209473
	Iteration 26Q: 3 clusters Score -2986534 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2986556.750000 Penalty: 5060.209473
	Iteration 27Q: 3 clusters Score -2986557 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2986576.000000 Penalty: 5060.209473
	Iteration 28Q: 3 clusters Score -2986576 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2986609.250000 Penalty: 5060.209473
	Iteration 29Q: 3 clusters Score -2986609 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2986634.000000 Penalty: 5060.209473
	Iteration 30Q: 3 clusters Score -2986634 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2986656.250000 Penalty: 5060.209473
	Iteration 31Q: 3 clusters Score -2986656 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -2986689.250000 Penalty: 5060.209473
	Iteration 32Q: 3 clusters Score -2986689 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -2986718.250000 Penalty: 5060.209473
	Iteration 33Q: 3 clusters Score -2986718 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -2986744.750000 Penalty: 5060.209473
	Iteration 34Q: 3 clusters Score -2986745 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -2986776.000000 Penalty: 5060.209473
	Iteration 35Q: 3 clusters Score -2986776 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -2986788.250000 Penalty: 5060.209473
	Iteration 36Q: 3 clusters Score -2986788 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -2986820.250000 Penalty: 5060.209473
	Iteration 37Q: 3 clusters Score -2986820 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -2986831.000000 Penalty: 5060.209473
	Iteration 38Q: 3 clusters Score -2986831 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2986853.750000 Penalty: 5060.209473
	Iteration 39Q: 3 clusters Score -2986854 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -2986878.000000 Penalty: 5060.209473
	Iteration 40F: 3 clusters Score -2986878 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -2986900.750000 Penalty: 5060.209473
	Iteration 41Q: 3 clusters Score -2986901 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -2986945.750000 Penalty: 5060.209473
	Iteration 42Q: 3 clusters Score -2986946 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -2986982.250000 Penalty: 5060.209473
	Iteration 43Q: 3 clusters Score -2986982 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -2987010.250000 Penalty: 5060.209473
	Iteration 44Q: 3 clusters Score -2987010 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -2987046.750000 Penalty: 5060.209473
	Iteration 45Q: 3 clusters Score -2987047 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -2987084.000000 Penalty: 5060.209473
	Iteration 46Q: 3 clusters Score -2987084 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -2987106.000000 Penalty: 5060.209473
	Iteration 47Q: 3 clusters Score -2987106 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -2987131.000000 Penalty: 5060.209473
	Iteration 48Q: 3 clusters Score -2987131 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -2987150.000000 Penalty: 5060.209473
	Iteration 49Q: 3 clusters Score -2987150 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -2987181.250000 Penalty: 5060.209473
	Iteration 50Q: 3 clusters Score -2987181 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -2987197.250000 Penalty: 5060.209473
	Iteration 51Q: 3 clusters Score -2987197 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -2987210.750000 Penalty: 5060.209473
	Iteration 52Q: 3 clusters Score -2987211 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -2987242.000000 Penalty: 5060.209473
	Iteration 53Q: 3 clusters Score -2987242 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -2987255.750000 Penalty: 5060.209473
	Iteration 54Q: 3 clusters Score -2987256 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -2987268.500000 Penalty: 5060.209473
	Iteration 55Q: 3 clusters Score -2987268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -2987268.000000 Penalty: 5060.209473
	Iteration 56Q: 3 clusters Score -2987268 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -2987291.250000 Penalty: 5060.209473
	Iteration 57Q: 3 clusters Score -2987291 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -2987308.250000 Penalty: 5060.209473
	Iteration 58Q: 3 clusters Score -2987308 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -2987314.000000 Penalty: 5060.209473
	Iteration 59Q: 3 clusters Score -2987314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -2987330.750000 Penalty: 5060.209473
	Iteration 60F: 3 clusters Score -2987331 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -2987340.500000 Penalty: 5060.209473
	Iteration 61Q: 3 clusters Score -2987340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -2987347.750000 Penalty: 5060.209473
	Iteration 62Q: 3 clusters Score -2987348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -2987357.250000 Penalty: 5060.209473
	Iteration 63Q: 3 clusters Score -2987357 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -2987360.750000 Penalty: 5060.209473
	Iteration 64Q: 3 clusters Score -2987361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -2987369.250000 Penalty: 5060.209473
	Iteration 65Q: 3 clusters Score -2987369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -2987381.500000 Penalty: 5060.209473
	Iteration 66Q: 3 clusters Score -2987382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -2987377.250000 Penalty: 5060.209473
	Iteration 67Q: 3 clusters Score -2987377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -2987386.250000 Penalty: 5060.209473
	Iteration 68Q: 3 clusters Score -2987386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -2987383.750000 Penalty: 5060.209473
	Iteration 69Q: 3 clusters Score -2987384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -2987387.000000 Penalty: 5060.209473
	Iteration 70Q: 3 clusters Score -2987387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -2987392.000000 Penalty: 5060.209473
	Iteration 71Q: 3 clusters Score -2987392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -2987395.750000 Penalty: 5060.209473
	Iteration 72Q: 3 clusters Score -2987396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -2987385.000000 Penalty: 5060.209473
	Iteration 73Q: 3 clusters Score -2987385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -2987389.250000 Penalty: 5060.209473
	Iteration 74Q: 3 clusters Score -2987389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -2987397.250000 Penalty: 5060.209473
	Iteration 75Q: 3 clusters Score -2987397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -2987391.750000 Penalty: 5060.209473
	Iteration 76Q: 3 clusters Score -2987392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -2987392.000000 Penalty: 5060.209473
	Iteration 77Q: 3 clusters Score -2987392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -2987395.750000 Penalty: 5060.209473
	Iteration 78Q: 3 clusters Score -2987396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -2987398.750000 Penalty: 5060.209473
	Iteration 79Q: 3 clusters Score -2987399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -2987398.250000 Penalty: 5060.209473
	Iteration 80F: 3 clusters Score -2987398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -2987408.250000 Penalty: 5060.209473
	Iteration 81Q: 3 clusters Score -2987408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -2987402.750000 Penalty: 5060.209473
	Iteration 82Q: 3 clusters Score -2987403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -2987401.750000 Penalty: 5060.209473
	Iteration 83Q: 3 clusters Score -2987402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -2987406.500000 Penalty: 5060.209473
	Iteration 84Q: 3 clusters Score -2987406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -2987412.250000 Penalty: 5060.209473
	Iteration 85Q: 3 clusters Score -2987412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -2987413.250000 Penalty: 5060.209473
	Iteration 86Q: 3 clusters Score -2987413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -2987413.000000 Penalty: 5060.209473
	Iteration 87Q: 3 clusters Score -2987413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -2987413.750000 Penalty: 5060.209473
	Iteration 88Q: 3 clusters Score -2987414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -2987419.250000 Penalty: 5060.209473
	Iteration 89Q: 3 clusters Score -2987419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -2987419.500000 Penalty: 5060.209473
	Iteration 90Q: 3 clusters Score -2987420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -2987419.000000 Penalty: 5060.209473
	Iteration 91Q: 3 clusters Score -2987419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -2987419.750000 Penalty: 5060.209473
	Iteration 92Q: 3 clusters Score -2987420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -2987420.000000 Penalty: 5060.209473
	Iteration 93Q: 3 clusters Score -2987420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -2987418.500000 Penalty: 5060.209473
	Iteration 94Q: 3 clusters Score -2987418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -2987417.250000 Penalty: 5060.209473
	Iteration 95Q: 3 clusters Score -2987417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -2987424.750000 Penalty: 5060.209473
	Iteration 96Q: 3 clusters Score -2987425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -2987426.250000 Penalty: 5060.209473
	Iteration 97Q: 3 clusters Score -2987426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -2987425.750000 Penalty: 5060.209473
	Iteration 98Q: 3 clusters Score -2987426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -2987425.750000 Penalty: 5060.209473
	Iteration 99F: 3 clusters Score -2987426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Entering Unmasked Estep 
Score: -480706.187500 Penalty: 2064.194824
	Iteration 0F: 2 clusters Score -480706.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -476701.093750 Penalty: 4128.389648
	Iteration 0F: 3 clusters Score -476701.1 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -477621.312500 Penalty: 4128.389648
	Iteration 1F: 3 clusters Score -477621.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -477795.562500 Penalty: 4128.389648
	Iteration 2F: 3 clusters Score -477795.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -477912.468750 Penalty: 4128.389648
	Iteration 3Q: 3 clusters Score -477912.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -478016.562500 Penalty: 4128.389648
	Iteration 4Q: 3 clusters Score -478016.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -478106.250000 Penalty: 4128.389648
	Iteration 5Q: 3 clusters Score -478106.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -478182.281250 Penalty: 4128.389648
	Iteration 6Q: 3 clusters Score -478182.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -478280.687500 Penalty: 4128.389648
	Iteration 7Q: 3 clusters Score -478280.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -478403.500000 Penalty: 4128.389648
	Iteration 8Q: 3 clusters Score -478403.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -478546.593750 Penalty: 4128.389648
	Iteration 9Q: 3 clusters Score -478546.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -478692.968750 Penalty: 4128.389648
	Iteration 10Q: 3 clusters Score -478693 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -478856.468750 Penalty: 4128.389648
	Iteration 11Q: 3 clusters Score -478856.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -479057.750000 Penalty: 4128.389648
	Iteration 12Q: 3 clusters Score -479057.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -479248.218750 Penalty: 4128.389648
	Iteration 13Q: 3 clusters Score -479248.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -479408.000000 Penalty: 4128.389648
	Iteration 14Q: 3 clusters Score -479408 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -479509.906250 Penalty: 4128.389648
	Iteration 15Q: 3 clusters Score -479509.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -479569.250000 Penalty: 4128.389648
	Iteration 16Q: 3 clusters Score -479569.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -479607.906250 Penalty: 4128.389648
	Iteration 17Q: 3 clusters Score -479607.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -479628.218750 Penalty: 4128.389648
	Iteration 18Q: 3 clusters Score -479628.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -479642.312500 Penalty: 4128.389648
	Iteration 19Q: 3 clusters Score -479642.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -479651.218750 Penalty: 4128.389648
	Iteration 20F: 3 clusters Score -479651.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -479658.062500 Penalty: 4128.389648
	Iteration 21Q: 3 clusters Score -479658.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -479662.781250 Penalty: 4128.389648
	Iteration 22Q: 3 clusters Score -479662.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -479664.031250 Penalty: 4128.389648
	Iteration 23Q: 3 clusters Score -479664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -479663.531250 Penalty: 4128.389648
	Iteration 24Q: 3 clusters Score -479663.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -479665.500000 Penalty: 4128.389648
	Iteration 25Q: 3 clusters Score -479665.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -479665.500000 Penalty: 4128.389648
	Iteration 26F: 3 clusters Score -479665.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Entering Unmasked Estep 
Score: -3729419.000000 Penalty: 2561.061035
	Iteration 0F: 2 clusters Score -3729419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -3708654.500000 Penalty: 5122.122070
	Iteration 0F: 3 clusters Score -3708654 nChanged 13796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -3715944.500000 Penalty: 5122.122070
	Iteration 1F: 3 clusters Score -3715944 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3716462.000000 Penalty: 5122.122070
	Iteration 2Q: 3 clusters Score -3716462 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3717015.250000 Penalty: 5122.122070
	Iteration 3Q: 3 clusters Score -3717015 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -3717673.000000 Penalty: 5122.122070
	Iteration 4Q: 3 clusters Score -3717673 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -3718470.500000 Penalty: 5122.122070
	Iteration 5F: 3 clusters Score -3718470 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -3719514.000000 Penalty: 5122.122070
	Iteration 6F: 3 clusters Score -3719514 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -3720750.750000 Penalty: 5122.122070
	Iteration 7F: 3 clusters Score -3720751 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3722186.000000 Penalty: 5122.122070
	Iteration 8F: 3 clusters Score -3722186 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -3723623.250000 Penalty: 5122.122070
	Iteration 9F: 3 clusters Score -3723623 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3724878.000000 Penalty: 5122.122070
	Iteration 10Q: 3 clusters Score -3724878 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3725829.250000 Penalty: 5122.122070
	Iteration 11Q: 3 clusters Score -3725829 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3726425.250000 Penalty: 5122.122070
	Iteration 12Q: 3 clusters Score -3726425 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3726716.750000 Penalty: 5122.122070
	Iteration 13Q: 3 clusters Score -3726717 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3726906.500000 Penalty: 5122.122070
	Iteration 14Q: 3 clusters Score -3726906 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3727015.500000 Penalty: 5122.122070
	Iteration 15Q: 3 clusters Score -3727016 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3727067.000000 Penalty: 5122.122070
	Iteration 16Q: 3 clusters Score -3727067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3727112.750000 Penalty: 5122.122070
	Iteration 17Q: 3 clusters Score -3727113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3727144.750000 Penalty: 5122.122070
	Iteration 18Q: 3 clusters Score -3727145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3727154.500000 Penalty: 5122.122070
	Iteration 19Q: 3 clusters Score -3727154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3727163.500000 Penalty: 5122.122070
	Iteration 20F: 3 clusters Score -3727164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3727166.750000 Penalty: 5122.122070
	Iteration 21Q: 3 clusters Score -3727167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3727173.250000 Penalty: 5122.122070
	Iteration 22Q: 3 clusters Score -3727173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3727182.500000 Penalty: 5122.122070
	Iteration 23Q: 3 clusters Score -3727182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3727196.750000 Penalty: 5122.122070
	Iteration 24Q: 3 clusters Score -3727197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3727199.500000 Penalty: 5122.122070
	Iteration 25Q: 3 clusters Score -3727200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3727199.500000 Penalty: 5122.122070
	Iteration 26Q: 3 clusters Score -3727200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3727204.000000 Penalty: 5122.122070
	Iteration 27Q: 3 clusters Score -3727204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3727209.250000 Penalty: 5122.122070
	Iteration 28Q: 3 clusters Score -3727209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3727213.500000 Penalty: 5122.122070
	Iteration 29Q: 3 clusters Score -3727214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3727215.750000 Penalty: 5122.122070
	Iteration 30Q: 3 clusters Score -3727216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3727218.250000 Penalty: 5122.122070
	Iteration 31Q: 3 clusters Score -3727218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3727217.000000 Penalty: 5122.122070
	Iteration 32Q: 3 clusters Score -3727217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3727221.750000 Penalty: 5122.122070
	Iteration 33Q: 3 clusters Score -3727222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3727221.750000 Penalty: 5122.122070
	Iteration 34F: 3 clusters Score -3727222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Entering Unmasked Estep 
Score: -1622882.125000 Penalty: 2360.092041
	Iteration 0F: 2 clusters Score -1622882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1613026.125000 Penalty: 4720.184082
	Iteration 0F: 3 clusters Score -1613026 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1616219.625000 Penalty: 4720.184082
	Iteration 1F: 3 clusters Score -1616220 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1616657.000000 Penalty: 4720.184082
	Iteration 2F: 3 clusters Score -1616657 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1617059.125000 Penalty: 4720.184082
	Iteration 3F: 3 clusters Score -1617059 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1617448.875000 Penalty: 4720.184082
	Iteration 4F: 3 clusters Score -1617449 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1617867.250000 Penalty: 4720.184082
	Iteration 5Q: 3 clusters Score -1617867 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1618325.875000 Penalty: 4720.184082
	Iteration 6Q: 3 clusters Score -1618326 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1618766.000000 Penalty: 4720.184082
	Iteration 7Q: 3 clusters Score -1618766 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1619186.250000 Penalty: 4720.184082
	Iteration 8Q: 3 clusters Score -1619186 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1619506.500000 Penalty: 4720.184082
	Iteration 9Q: 3 clusters Score -1619506 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1619766.625000 Penalty: 4720.184082
	Iteration 10Q: 3 clusters Score -1619767 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1619957.125000 Penalty: 4720.184082
	Iteration 11Q: 3 clusters Score -1619957 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1620097.750000 Penalty: 4720.184082
	Iteration 12Q: 3 clusters Score -1620098 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1620212.375000 Penalty: 4720.184082
	Iteration 13Q: 3 clusters Score -1620212 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1620305.250000 Penalty: 4720.184082
	Iteration 14Q: 3 clusters Score -1620305 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1620411.000000 Penalty: 4720.184082
	Iteration 15Q: 3 clusters Score -1620411 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1620525.125000 Penalty: 4720.184082
	Iteration 16Q: 3 clusters Score -1620525 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1620629.000000 Penalty: 4720.184082
	Iteration 17Q: 3 clusters Score -1620629 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1620738.500000 Penalty: 4720.184082
	Iteration 18Q: 3 clusters Score -1620738 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1620823.375000 Penalty: 4720.184082
	Iteration 19Q: 3 clusters Score -1620823 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1620893.125000 Penalty: 4720.184082
	Iteration 20F: 3 clusters Score -1620893 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1620950.000000 Penalty: 4720.184082
	Iteration 21Q: 3 clusters Score -1620950 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1620981.625000 Penalty: 4720.184082
	Iteration 22Q: 3 clusters Score -1620982 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1621013.375000 Penalty: 4720.184082
	Iteration 23Q: 3 clusters Score -1621013 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1621034.875000 Penalty: 4720.184082
	Iteration 24Q: 3 clusters Score -1621035 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1621051.250000 Penalty: 4720.184082
	Iteration 25Q: 3 clusters Score -1621051 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1621070.625000 Penalty: 4720.184082
	Iteration 26Q: 3 clusters Score -1621071 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1621083.500000 Penalty: 4720.184082
	Iteration 27Q: 3 clusters Score -1621084 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1621096.250000 Penalty: 4720.184082
	Iteration 28Q: 3 clusters Score -1621096 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1621115.500000 Penalty: 4720.184082
	Iteration 29Q: 3 clusters Score -1621116 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1621127.125000 Penalty: 4720.184082
	Iteration 30Q: 3 clusters Score -1621127 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1621140.625000 Penalty: 4720.184082
	Iteration 31Q: 3 clusters Score -1621141 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1621147.875000 Penalty: 4720.184082
	Iteration 32Q: 3 clusters Score -1621148 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1621164.125000 Penalty: 4720.184082
	Iteration 33Q: 3 clusters Score -1621164 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1621176.500000 Penalty: 4720.184082
	Iteration 34Q: 3 clusters Score -1621176 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1621195.375000 Penalty: 4720.184082
	Iteration 35Q: 3 clusters Score -1621195 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1621208.625000 Penalty: 4720.184082
	Iteration 36Q: 3 clusters Score -1621209 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1621219.750000 Penalty: 4720.184082
	Iteration 37Q: 3 clusters Score -1621220 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1621238.500000 Penalty: 4720.184082
	Iteration 38Q: 3 clusters Score -1621238 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1621250.875000 Penalty: 4720.184082
	Iteration 39Q: 3 clusters Score -1621251 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1621262.375000 Penalty: 4720.184082
	Iteration 40F: 3 clusters Score -1621262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1621272.250000 Penalty: 4720.184082
	Iteration 41Q: 3 clusters Score -1621272 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1621282.000000 Penalty: 4720.184082
	Iteration 42Q: 3 clusters Score -1621282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1621287.375000 Penalty: 4720.184082
	Iteration 43Q: 3 clusters Score -1621287 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1621303.250000 Penalty: 4720.184082
	Iteration 44Q: 3 clusters Score -1621303 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1621311.375000 Penalty: 4720.184082
	Iteration 45Q: 3 clusters Score -1621311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1621317.250000 Penalty: 4720.184082
	Iteration 46Q: 3 clusters Score -1621317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1621324.875000 Penalty: 4720.184082
	Iteration 47Q: 3 clusters Score -1621325 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1621329.750000 Penalty: 4720.184082
	Iteration 48Q: 3 clusters Score -1621330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1621334.375000 Penalty: 4720.184082
	Iteration 49Q: 3 clusters Score -1621334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1621338.625000 Penalty: 4720.184082
	Iteration 50Q: 3 clusters Score -1621339 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1621344.875000 Penalty: 4720.184082
	Iteration 51Q: 3 clusters Score -1621345 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1621352.375000 Penalty: 4720.184082
	Iteration 52Q: 3 clusters Score -1621352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1621359.875000 Penalty: 4720.184082
	Iteration 53Q: 3 clusters Score -1621360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1621366.875000 Penalty: 4720.184082
	Iteration 54Q: 3 clusters Score -1621367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1621368.500000 Penalty: 4720.184082
	Iteration 55Q: 3 clusters Score -1621368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1621377.125000 Penalty: 4720.184082
	Iteration 56Q: 3 clusters Score -1621377 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1621382.000000 Penalty: 4720.184082
	Iteration 57Q: 3 clusters Score -1621382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1621391.125000 Penalty: 4720.184082
	Iteration 58Q: 3 clusters Score -1621391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1621390.375000 Penalty: 4720.184082
	Iteration 59Q: 3 clusters Score -1621390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1621393.125000 Penalty: 4720.184082
	Iteration 60F: 3 clusters Score -1621393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1621399.000000 Penalty: 4720.184082
	Iteration 61Q: 3 clusters Score -1621399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1621404.625000 Penalty: 4720.184082
	Iteration 62Q: 3 clusters Score -1621405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1621406.250000 Penalty: 4720.184082
	Iteration 63Q: 3 clusters Score -1621406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1621411.125000 Penalty: 4720.184082
	Iteration 64Q: 3 clusters Score -1621411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1621408.375000 Penalty: 4720.184082
	Iteration 65Q: 3 clusters Score -1621408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1621410.875000 Penalty: 4720.184082
	Iteration 66Q: 3 clusters Score -1621411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1621411.375000 Penalty: 4720.184082
	Iteration 67Q: 3 clusters Score -1621411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1621413.125000 Penalty: 4720.184082
	Iteration 68Q: 3 clusters Score -1621413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1621411.000000 Penalty: 4720.184082
	Iteration 69Q: 3 clusters Score -1621411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1621412.625000 Penalty: 4720.184082
	Iteration 70Q: 3 clusters Score -1621413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1621413.625000 Penalty: 4720.184082
	Iteration 71Q: 3 clusters Score -1621414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1621413.625000 Penalty: 4720.184082
	Iteration 72F: 3 clusters Score -1621414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Entering Unmasked Estep 
Score: -289321.406250 Penalty: 1968.645996
	Iteration 0F: 2 clusters Score -289321.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -286186.843750 Penalty: 3937.291992
	Iteration 0F: 3 clusters Score -286186.8 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -286855.156250 Penalty: 3937.291992
	Iteration 1F: 3 clusters Score -286855.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -287048.593750 Penalty: 3937.291992
	Iteration 2F: 3 clusters Score -287048.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -287218.843750 Penalty: 3937.291992
	Iteration 3F: 3 clusters Score -287218.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -287385.531250 Penalty: 3937.291992
	Iteration 4F: 3 clusters Score -287385.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -287572.656250 Penalty: 3937.291992
	Iteration 5F: 3 clusters Score -287572.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -287799.593750 Penalty: 3937.291992
	Iteration 6F: 3 clusters Score -287799.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -288025.500000 Penalty: 3937.291992
	Iteration 7F: 3 clusters Score -288025.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -288234.406250 Penalty: 3937.291992
	Iteration 8Q: 3 clusters Score -288234.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -288371.687500 Penalty: 3937.291992
	Iteration 9Q: 3 clusters Score -288371.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -288452.156250 Penalty: 3937.291992
	Iteration 10Q: 3 clusters Score -288452.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -288502.937500 Penalty: 3937.291992
	Iteration 11Q: 3 clusters Score -288502.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -288536.218750 Penalty: 3937.291992
	Iteration 12Q: 3 clusters Score -288536.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -288550.656250 Penalty: 3937.291992
	Iteration 13Q: 3 clusters Score -288550.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -288563.906250 Penalty: 3937.291992
	Iteration 14Q: 3 clusters Score -288563.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -288571.156250 Penalty: 3937.291992
	Iteration 15Q: 3 clusters Score -288571.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -288572.843750 Penalty: 3937.291992
	Iteration 16Q: 3 clusters Score -288572.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -288573.500000 Penalty: 3937.291992
	Iteration 17F: 3 clusters Score -288573.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -288587.000000 Penalty: 3937.291992
	Iteration 18Q: 3 clusters Score -288587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -288591.875000 Penalty: 3937.291992
	Iteration 19Q: 3 clusters Score -288591.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -288596.000000 Penalty: 3937.291992
	Iteration 20F: 3 clusters Score -288596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -288599.250000 Penalty: 3937.291992
	Iteration 21Q: 3 clusters Score -288599.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -288600.562500 Penalty: 3937.291992
	Iteration 22Q: 3 clusters Score -288600.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -288602.406250 Penalty: 3937.291992
	Iteration 23Q: 3 clusters Score -288602.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -288603.781250 Penalty: 3937.291992
	Iteration 24Q: 3 clusters Score -288603.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -288603.875000 Penalty: 3937.291992
	Iteration 25Q: 3 clusters Score -288603.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -288603.875000 Penalty: 3937.291992
	Iteration 26F: 3 clusters Score -288603.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (193448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193448 members 
Entering Unmasked Estep 
Score: -24221898.000000 Penalty: 3018.845459
	Iteration 0F: 2 clusters Score -2.42219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96397 members 
Mstep: Class 2 contains 97051 members 
Entering Unmasked Estep 
Score: -24097664.000000 Penalty: 6037.690918
	Iteration 0F: 3 clusters Score -2.409766e+07 nChanged 92881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92268 members 
Mstep: Class 2 contains 101180 members 
Entering Unmasked Estep 
Score: -24152788.000000 Penalty: 6037.690918
	Iteration 1F: 3 clusters Score -2.415279e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89751 members 
Mstep: Class 2 contains 103697 members 
Entering Unmasked Estep 
Score: -24154406.000000 Penalty: 6037.690918
	Iteration 2Q: 3 clusters Score -2.415441e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86112 members 
Mstep: Class 2 contains 107336 members 
Entering Unmasked Estep 
Score: -24156858.000000 Penalty: 6037.690918
	Iteration 3Q: 3 clusters Score -2.415686e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80766 members 
Mstep: Class 2 contains 112682 members 
Entering Unmasked Estep 
Score: -24160688.000000 Penalty: 6037.690918
	Iteration 4Q: 3 clusters Score -2.416069e+07 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73435 members 
Mstep: Class 2 contains 120013 members 
Entering Unmasked Estep 
Score: -24166596.000000 Penalty: 6037.690918
	Iteration 5F: 3 clusters Score -2.41666e+07 nChanged 11546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64035 members 
Mstep: Class 2 contains 129413 members 
Entering Unmasked Estep 
Score: -24174632.000000 Penalty: 6037.690918
	Iteration 6F: 3 clusters Score -2.417463e+07 nChanged 12496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53395 members 
Mstep: Class 2 contains 140053 members 
Entering Unmasked Estep 
Score: -24184342.000000 Penalty: 6037.690918
	Iteration 7F: 3 clusters Score -2.418434e+07 nChanged 11895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 150350 members 
Entering Unmasked Estep 
Score: -24194114.000000 Penalty: 6037.690918
	Iteration 8F: 3 clusters Score -2.419411e+07 nChanged 10421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 159471 members 
Entering Unmasked Estep 
Score: -24201982.000000 Penalty: 6037.690918
	Iteration 9F: 3 clusters Score -2.420198e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 166699 members 
Entering Unmasked Estep 
Score: -24207374.000000 Penalty: 6037.690918
	Iteration 10Q: 3 clusters Score -2.420737e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 172233 members 
Entering Unmasked Estep 
Score: -24210746.000000 Penalty: 6037.690918
	Iteration 11Q: 3 clusters Score -2.421075e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 176477 members 
Entering Unmasked Estep 
Score: -24213136.000000 Penalty: 6037.690918
	Iteration 12Q: 3 clusters Score -2.421314e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 179757 members 
Entering Unmasked Estep 
Score: -24214904.000000 Penalty: 6037.690918
	Iteration 13Q: 3 clusters Score -2.42149e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 182287 members 
Entering Unmasked Estep 
Score: -24216040.000000 Penalty: 6037.690918
	Iteration 14Q: 3 clusters Score -2.421604e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 184227 members 
Entering Unmasked Estep 
Score: -24216800.000000 Penalty: 6037.690918
	Iteration 15Q: 3 clusters Score -2.42168e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 185728 members 
Entering Unmasked Estep 
Score: -24217234.000000 Penalty: 6037.690918
	Iteration 16Q: 3 clusters Score -2.421723e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 186906 members 
Entering Unmasked Estep 
Score: -24217836.000000 Penalty: 6037.690918
	Iteration 17Q: 3 clusters Score -2.421784e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 187886 members 
Entering Unmasked Estep 
Score: -24218118.000000 Penalty: 6037.690918
	Iteration 18Q: 3 clusters Score -2.421812e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 188641 members 
Entering Unmasked Estep 
Score: -24218486.000000 Penalty: 6037.690918
	Iteration 19Q: 3 clusters Score -2.421849e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 189250 members 
Entering Unmasked Estep 
Score: -24218642.000000 Penalty: 6037.690918
	Iteration 20F: 3 clusters Score -2.421864e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 189698 members 
Entering Unmasked Estep 
Score: -24218768.000000 Penalty: 6037.690918
	Iteration 21Q: 3 clusters Score -2.421877e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 190062 members 
Entering Unmasked Estep 
Score: -24218892.000000 Penalty: 6037.690918
	Iteration 22Q: 3 clusters Score -2.421889e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 190369 members 
Entering Unmasked Estep 
Score: -24219000.000000 Penalty: 6037.690918
	Iteration 23Q: 3 clusters Score -2.4219e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 190620 members 
Entering Unmasked Estep 
Score: -24219096.000000 Penalty: 6037.690918
	Iteration 24Q: 3 clusters Score -2.42191e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 190818 members 
Entering Unmasked Estep 
Score: -24219204.000000 Penalty: 6037.690918
	Iteration 25Q: 3 clusters Score -2.42192e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 190951 members 
Entering Unmasked Estep 
Score: -24219202.000000 Penalty: 6037.690918
	Iteration 26Q: 3 clusters Score -2.42192e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 191051 members 
Entering Unmasked Estep 
Score: -24219254.000000 Penalty: 6037.690918
	Iteration 27Q: 3 clusters Score -2.421925e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 191136 members 
Entering Unmasked Estep 
Score: -24219294.000000 Penalty: 6037.690918
	Iteration 28Q: 3 clusters Score -2.421929e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 191212 members 
Entering Unmasked Estep 
Score: -24219330.000000 Penalty: 6037.690918
	Iteration 29Q: 3 clusters Score -2.421933e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 191286 members 
Entering Unmasked Estep 
Score: -24219370.000000 Penalty: 6037.690918
	Iteration 30Q: 3 clusters Score -2.421937e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 191332 members 
Entering Unmasked Estep 
Score: -24219390.000000 Penalty: 6037.690918
	Iteration 31Q: 3 clusters Score -2.421939e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 191376 members 
Entering Unmasked Estep 
Score: -24219434.000000 Penalty: 6037.690918
	Iteration 32Q: 3 clusters Score -2.421943e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 191418 members 
Entering Unmasked Estep 
Score: -24219444.000000 Penalty: 6037.690918
	Iteration 33Q: 3 clusters Score -2.421944e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 191457 members 
Entering Unmasked Estep 
Score: -24219464.000000 Penalty: 6037.690918
	Iteration 34Q: 3 clusters Score -2.421946e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 191488 members 
Entering Unmasked Estep 
Score: -24219476.000000 Penalty: 6037.690918
	Iteration 35Q: 3 clusters Score -2.421948e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 191517 members 
Entering Unmasked Estep 
Score: -24219484.000000 Penalty: 6037.690918
	Iteration 36Q: 3 clusters Score -2.421948e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 191538 members 
Entering Unmasked Estep 
Score: -24219490.000000 Penalty: 6037.690918
	Iteration 37Q: 3 clusters Score -2.421949e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 191550 members 
Entering Unmasked Estep 
Score: -24219494.000000 Penalty: 6037.690918
	Iteration 38Q: 3 clusters Score -2.421949e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 191565 members 
Entering Unmasked Estep 
Score: -24219506.000000 Penalty: 6037.690918
	Iteration 39Q: 3 clusters Score -2.421951e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 191584 members 
Entering Unmasked Estep 
Score: -24219512.000000 Penalty: 6037.690918
	Iteration 40F: 3 clusters Score -2.421951e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 191603 members 
Entering Unmasked Estep 
Score: -24219498.000000 Penalty: 6037.690918
	Iteration 41Q: 3 clusters Score -2.42195e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 191618 members 
Entering Unmasked Estep 
Score: -24219506.000000 Penalty: 6037.690918
	Iteration 42Q: 3 clusters Score -2.421951e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 191647 members 
Entering Unmasked Estep 
Score: -24219514.000000 Penalty: 6037.690918
	Iteration 43Q: 3 clusters Score -2.421951e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 191664 members 
Entering Unmasked Estep 
Score: -24219536.000000 Penalty: 6037.690918
	Iteration 44Q: 3 clusters Score -2.421954e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 191690 members 
Entering Unmasked Estep 
Score: -24219536.000000 Penalty: 6037.690918
	Iteration 45Q: 3 clusters Score -2.421954e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 191724 members 
Entering Unmasked Estep 
Score: -24219568.000000 Penalty: 6037.690918
	Iteration 46Q: 3 clusters Score -2.421957e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 191751 members 
Entering Unmasked Estep 
Score: -24219564.000000 Penalty: 6037.690918
	Iteration 47Q: 3 clusters Score -2.421956e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 191773 members 
Entering Unmasked Estep 
Score: -24219578.000000 Penalty: 6037.690918
	Iteration 48Q: 3 clusters Score -2.421958e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 191797 members 
Entering Unmasked Estep 
Score: -24219564.000000 Penalty: 6037.690918
	Iteration 49Q: 3 clusters Score -2.421956e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 191820 members 
Entering Unmasked Estep 
Score: -24219546.000000 Penalty: 6037.690918
	Iteration 50Q: 3 clusters Score -2.421955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 191837 members 
Entering Unmasked Estep 
Score: -24219538.000000 Penalty: 6037.690918
	Iteration 51Q: 3 clusters Score -2.421954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 191849 members 
Entering Unmasked Estep 
Score: -24219562.000000 Penalty: 6037.690918
	Iteration 52Q: 3 clusters Score -2.421956e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 191865 members 
Entering Unmasked Estep 
Score: -24219560.000000 Penalty: 6037.690918
	Iteration 53Q: 3 clusters Score -2.421956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 191870 members 
Entering Unmasked Estep 
Score: -24219564.000000 Penalty: 6037.690918
	Iteration 54Q: 3 clusters Score -2.421956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 191876 members 
Entering Unmasked Estep 
Score: -24219554.000000 Penalty: 6037.690918
	Iteration 55Q: 3 clusters Score -2.421955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 191877 members 
Entering Unmasked Estep 
Score: -24219544.000000 Penalty: 6037.690918
	Iteration 56Q: 3 clusters Score -2.421954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 191880 members 
Entering Unmasked Estep 
Score: -24219568.000000 Penalty: 6037.690918
	Iteration 57Q: 3 clusters Score -2.421957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 191888 members 
Entering Unmasked Estep 
Score: -24219560.000000 Penalty: 6037.690918
	Iteration 58Q: 3 clusters Score -2.421956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 191895 members 
Entering Unmasked Estep 
Score: -24219540.000000 Penalty: 6037.690918
	Iteration 59Q: 3 clusters Score -2.421954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 191901 members 
Entering Unmasked Estep 
Score: -24219570.000000 Penalty: 6037.690918
	Iteration 60F: 3 clusters Score -2.421957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 191906 members 
Entering Unmasked Estep 
Score: -24219568.000000 Penalty: 6037.690918
	Iteration 61Q: 3 clusters Score -2.421957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 191918 members 
Entering Unmasked Estep 
Score: -24219580.000000 Penalty: 6037.690918
	Iteration 62Q: 3 clusters Score -2.421958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 191929 members 
Entering Unmasked Estep 
Score: -24219588.000000 Penalty: 6037.690918
	Iteration 63Q: 3 clusters Score -2.421959e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 191939 members 
Entering Unmasked Estep 
Score: -24219594.000000 Penalty: 6037.690918
	Iteration 64Q: 3 clusters Score -2.421959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 191950 members 
Entering Unmasked Estep 
Score: -24219592.000000 Penalty: 6037.690918
	Iteration 65Q: 3 clusters Score -2.421959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 191955 members 
Entering Unmasked Estep 
Score: -24219578.000000 Penalty: 6037.690918
	Iteration 66Q: 3 clusters Score -2.421958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 191959 members 
Entering Unmasked Estep 
Score: -24219570.000000 Penalty: 6037.690918
	Iteration 67Q: 3 clusters Score -2.421957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 191962 members 
Entering Unmasked Estep 
Score: -24219558.000000 Penalty: 6037.690918
	Iteration 68Q: 3 clusters Score -2.421956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 191967 members 
Entering Unmasked Estep 
Score: -24219560.000000 Penalty: 6037.690918
	Iteration 69Q: 3 clusters Score -2.421956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 191969 members 
Entering Unmasked Estep 
Score: -24219558.000000 Penalty: 6037.690918
	Iteration 70Q: 3 clusters Score -2.421956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 191970 members 
Entering Unmasked Estep 
Score: -24219568.000000 Penalty: 6037.690918
	Iteration 71Q: 3 clusters Score -2.421957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 191969 members 
Entering Unmasked Estep 
Score: -24219566.000000 Penalty: 6037.690918
	Iteration 72Q: 3 clusters Score -2.421957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 191970 members 
Entering Unmasked Estep 
Score: -24219580.000000 Penalty: 6037.690918
	Iteration 73Q: 3 clusters Score -2.421958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 191974 members 
Entering Unmasked Estep 
Score: -24219578.000000 Penalty: 6037.690918
	Iteration 74Q: 3 clusters Score -2.421958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 191975 members 
Entering Unmasked Estep 
Score: -24219574.000000 Penalty: 6037.690918
	Iteration 75Q: 3 clusters Score -2.421957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 191976 members 
Entering Unmasked Estep 
Score: -24219578.000000 Penalty: 6037.690918
	Iteration 76Q: 3 clusters Score -2.421958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 191976 members 
Entering Unmasked Estep 
Score: -24219578.000000 Penalty: 6037.690918
	Iteration 77F: 3 clusters Score -2.421958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (77131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Entering Unmasked Estep 
Score: -9339430.000000 Penalty: 2790.808594
	Iteration 0F: 2 clusters Score -9339430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -9287569.000000 Penalty: 5581.617188
	Iteration 0F: 3 clusters Score -9287569 nChanged 36282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -9308436.000000 Penalty: 5581.617188
	Iteration 1F: 3 clusters Score -9308436 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -9309378.000000 Penalty: 5581.617188
	Iteration 2Q: 3 clusters Score -9309378 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -9310643.000000 Penalty: 5581.617188
	Iteration 3Q: 3 clusters Score -9310643 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -9312211.000000 Penalty: 5581.617188
	Iteration 4Q: 3 clusters Score -9312211 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -9314607.000000 Penalty: 5581.617188
	Iteration 5F: 3 clusters Score -9314607 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56007 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -9318117.000000 Penalty: 5581.617188
	Iteration 6F: 3 clusters Score -9318117 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61762 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -9322958.000000 Penalty: 5581.617188
	Iteration 7F: 3 clusters Score -9322958 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67549 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -9328516.000000 Penalty: 5581.617188
	Iteration 8F: 3 clusters Score -9328516 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72080 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -9332929.000000 Penalty: 5581.617188
	Iteration 9F: 3 clusters Score -9332929 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74676 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -9335275.000000 Penalty: 5581.617188
	Iteration 10Q: 3 clusters Score -9335275 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75864 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -9336319.000000 Penalty: 5581.617188
	Iteration 11Q: 3 clusters Score -9336319 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -9336699.000000 Penalty: 5581.617188
	Iteration 12Q: 3 clusters Score -9336699 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76570 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9336883.000000 Penalty: 5581.617188
	Iteration 13Q: 3 clusters Score -9336883 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76659 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9336969.000000 Penalty: 5581.617188
	Iteration 14Q: 3 clusters Score -9336969 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76694 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9336990.000000 Penalty: 5581.617188
	Iteration 15Q: 3 clusters Score -9336990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76716 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9337010.000000 Penalty: 5581.617188
	Iteration 16Q: 3 clusters Score -9337010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76732 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9337018.000000 Penalty: 5581.617188
	Iteration 17Q: 3 clusters Score -9337018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76739 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9337029.000000 Penalty: 5581.617188
	Iteration 18Q: 3 clusters Score -9337029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76746 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9337055.000000 Penalty: 5581.617188
	Iteration 19Q: 3 clusters Score -9337055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76755 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9337054.000000 Penalty: 5581.617188
	Iteration 20F: 3 clusters Score -9337054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76760 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9337055.000000 Penalty: 5581.617188
	Iteration 21Q: 3 clusters Score -9337055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76762 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9337067.000000 Penalty: 5581.617188
	Iteration 22Q: 3 clusters Score -9337067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76762 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9337067.000000 Penalty: 5581.617188
	Iteration 23F: 3 clusters Score -9337067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Entering Unmasked Estep 
Score: -3617237.750000 Penalty: 2545.002197
	Iteration 0F: 2 clusters Score -3617238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -3597628.500000 Penalty: 5090.004395
	Iteration 0F: 3 clusters Score -3597628 nChanged 12830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3604646.750000 Penalty: 5090.004395
	Iteration 1F: 3 clusters Score -3604647 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3605278.250000 Penalty: 5090.004395
	Iteration 2F: 3 clusters Score -3605278 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -3606019.500000 Penalty: 5090.004395
	Iteration 3F: 3 clusters Score -3606020 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -3606859.250000 Penalty: 5090.004395
	Iteration 4F: 3 clusters Score -3606859 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -3607870.000000 Penalty: 5090.004395
	Iteration 5F: 3 clusters Score -3607870 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -3609087.500000 Penalty: 5090.004395
	Iteration 6F: 3 clusters Score -3609088 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -3610535.250000 Penalty: 5090.004395
	Iteration 7F: 3 clusters Score -3610535 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -3611916.250000 Penalty: 5090.004395
	Iteration 8F: 3 clusters Score -3611916 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3613064.000000 Penalty: 5090.004395
	Iteration 9Q: 3 clusters Score -3613064 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -3613739.250000 Penalty: 5090.004395
	Iteration 10Q: 3 clusters Score -3613739 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -3614038.250000 Penalty: 5090.004395
	Iteration 11Q: 3 clusters Score -3614038 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -3614208.250000 Penalty: 5090.004395
	Iteration 12Q: 3 clusters Score -3614208 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -3614348.250000 Penalty: 5090.004395
	Iteration 13Q: 3 clusters Score -3614348 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -3614480.500000 Penalty: 5090.004395
	Iteration 14Q: 3 clusters Score -3614480 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -3614573.000000 Penalty: 5090.004395
	Iteration 15Q: 3 clusters Score -3614573 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -3614674.000000 Penalty: 5090.004395
	Iteration 16Q: 3 clusters Score -3614674 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -3614764.250000 Penalty: 5090.004395
	Iteration 17Q: 3 clusters Score -3614764 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -3614832.000000 Penalty: 5090.004395
	Iteration 18Q: 3 clusters Score -3614832 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -3614891.250000 Penalty: 5090.004395
	Iteration 19Q: 3 clusters Score -3614891 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -3614965.750000 Penalty: 5090.004395
	Iteration 20F: 3 clusters Score -3614966 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3615022.750000 Penalty: 5090.004395
	Iteration 21Q: 3 clusters Score -3615023 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -3615059.000000 Penalty: 5090.004395
	Iteration 22Q: 3 clusters Score -3615059 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3615096.250000 Penalty: 5090.004395
	Iteration 23Q: 3 clusters Score -3615096 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -3615138.750000 Penalty: 5090.004395
	Iteration 24Q: 3 clusters Score -3615139 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3615169.250000 Penalty: 5090.004395
	Iteration 25Q: 3 clusters Score -3615169 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -3615196.250000 Penalty: 5090.004395
	Iteration 26Q: 3 clusters Score -3615196 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -3615229.000000 Penalty: 5090.004395
	Iteration 27Q: 3 clusters Score -3615229 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -3615271.750000 Penalty: 5090.004395
	Iteration 28Q: 3 clusters Score -3615272 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -3615283.250000 Penalty: 5090.004395
	Iteration 29Q: 3 clusters Score -3615283 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -3615293.500000 Penalty: 5090.004395
	Iteration 30Q: 3 clusters Score -3615294 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3615306.000000 Penalty: 5090.004395
	Iteration 31Q: 3 clusters Score -3615306 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -3615317.750000 Penalty: 5090.004395
	Iteration 32Q: 3 clusters Score -3615318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -3615326.250000 Penalty: 5090.004395
	Iteration 33Q: 3 clusters Score -3615326 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -3615339.000000 Penalty: 5090.004395
	Iteration 34Q: 3 clusters Score -3615339 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -3615337.750000 Penalty: 5090.004395
	Iteration 35Q: 3 clusters Score -3615338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -3615346.000000 Penalty: 5090.004395
	Iteration 36Q: 3 clusters Score -3615346 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -3615365.000000 Penalty: 5090.004395
	Iteration 37Q: 3 clusters Score -3615365 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -3615376.250000 Penalty: 5090.004395
	Iteration 38Q: 3 clusters Score -3615376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -3615385.750000 Penalty: 5090.004395
	Iteration 39Q: 3 clusters Score -3615386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -3615384.250000 Penalty: 5090.004395
	Iteration 40F: 3 clusters Score -3615384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -3615394.000000 Penalty: 5090.004395
	Iteration 41Q: 3 clusters Score -3615394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -3615392.000000 Penalty: 5090.004395
	Iteration 42Q: 3 clusters Score -3615392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -3615393.500000 Penalty: 5090.004395
	Iteration 43Q: 3 clusters Score -3615394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -3615403.750000 Penalty: 5090.004395
	Iteration 44Q: 3 clusters Score -3615404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -3615405.500000 Penalty: 5090.004395
	Iteration 45Q: 3 clusters Score -3615406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -3615410.250000 Penalty: 5090.004395
	Iteration 46Q: 3 clusters Score -3615410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -3615414.250000 Penalty: 5090.004395
	Iteration 47Q: 3 clusters Score -3615414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -3615412.750000 Penalty: 5090.004395
	Iteration 48Q: 3 clusters Score -3615413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -3615414.000000 Penalty: 5090.004395
	Iteration 49Q: 3 clusters Score -3615414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -3615414.000000 Penalty: 5090.004395
	Iteration 50Q: 3 clusters Score -3615414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -3615407.250000 Penalty: 5090.004395
	Iteration 51Q: 3 clusters Score -3615407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -3615408.750000 Penalty: 5090.004395
	Iteration 52Q: 3 clusters Score -3615409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -3615414.500000 Penalty: 5090.004395
	Iteration 53Q: 3 clusters Score -3615414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -3615416.750000 Penalty: 5090.004395
	Iteration 54Q: 3 clusters Score -3615417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -3615420.500000 Penalty: 5090.004395
	Iteration 55Q: 3 clusters Score -3615420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -3615413.750000 Penalty: 5090.004395
	Iteration 56Q: 3 clusters Score -3615414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3615415.000000 Penalty: 5090.004395
	Iteration 57Q: 3 clusters Score -3615415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3615417.000000 Penalty: 5090.004395
	Iteration 58Q: 3 clusters Score -3615417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3615415.750000 Penalty: 5090.004395
	Iteration 59Q: 3 clusters Score -3615416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -3615416.000000 Penalty: 5090.004395
	Iteration 60F: 3 clusters Score -3615416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -3615421.500000 Penalty: 5090.004395
	Iteration 61Q: 3 clusters Score -3615422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -3615417.750000 Penalty: 5090.004395
	Iteration 62Q: 3 clusters Score -3615418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -3615419.000000 Penalty: 5090.004395
	Iteration 63Q: 3 clusters Score -3615419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -3615418.500000 Penalty: 5090.004395
	Iteration 64Q: 3 clusters Score -3615418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -3615420.000000 Penalty: 5090.004395
	Iteration 65Q: 3 clusters Score -3615420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -3615420.000000 Penalty: 5090.004395
	Iteration 66F: 3 clusters Score -3615420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Entering Unmasked Estep 
Score: -99835.750000 Penalty: 1678.586304
	Iteration 0F: 2 clusters Score -99835.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97984.007812 Penalty: 3357.172607
	Iteration 0F: 3 clusters Score -97984.01 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -98232.265625 Penalty: 3357.172607
	Iteration 1F: 3 clusters Score -98232.27 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -98308.585938 Penalty: 3357.172607
	Iteration 2F: 3 clusters Score -98308.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -98331.781250 Penalty: 3357.172607
	Iteration 3Q: 3 clusters Score -98331.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -98340.671875 Penalty: 3357.172607
	Iteration 4Q: 3 clusters Score -98340.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -98347.875000 Penalty: 3357.172607
	Iteration 5Q: 3 clusters Score -98347.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -98353.195312 Penalty: 3357.172607
	Iteration 6Q: 3 clusters Score -98353.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -98360.921875 Penalty: 3357.172607
	Iteration 7Q: 3 clusters Score -98360.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -98366.226562 Penalty: 3357.172607
	Iteration 8Q: 3 clusters Score -98366.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -98370.039062 Penalty: 3357.172607
	Iteration 9Q: 3 clusters Score -98370.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -98373.750000 Penalty: 3357.172607
	Iteration 10Q: 3 clusters Score -98373.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -98375.796875 Penalty: 3357.172607
	Iteration 11Q: 3 clusters Score -98375.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -98376.859375 Penalty: 3357.172607
	Iteration 12Q: 3 clusters Score -98376.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -98376.859375 Penalty: 3357.172607
	Iteration 13F: 3 clusters Score -98376.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Entering Unmasked Estep 
Score: -83551.742188 Penalty: 1633.028198
	Iteration 0F: 2 clusters Score -83551.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -81800.726562 Penalty: 3266.056396
	Iteration 0F: 3 clusters Score -81800.73 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -82065.609375 Penalty: 3266.056396
	Iteration 1F: 3 clusters Score -82065.61 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -82271.242188 Penalty: 3266.056396
	Iteration 2F: 3 clusters Score -82271.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82385.601562 Penalty: 3266.056396
	Iteration 3Q: 3 clusters Score -82385.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82478.398438 Penalty: 3266.056396
	Iteration 4Q: 3 clusters Score -82478.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -82533.242188 Penalty: 3266.056396
	Iteration 5Q: 3 clusters Score -82533.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82558.632812 Penalty: 3266.056396
	Iteration 6Q: 3 clusters Score -82558.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -82579.312500 Penalty: 3266.056396
	Iteration 7Q: 3 clusters Score -82579.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -82591.968750 Penalty: 3266.056396
	Iteration 8Q: 3 clusters Score -82591.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -82603.179688 Penalty: 3266.056396
	Iteration 9Q: 3 clusters Score -82603.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -82607.726562 Penalty: 3266.056396
	Iteration 10Q: 3 clusters Score -82607.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -82610.835938 Penalty: 3266.056396
	Iteration 11Q: 3 clusters Score -82610.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -82610.835938 Penalty: 3266.056396
	Iteration 12F: 3 clusters Score -82610.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Entering Unmasked Estep 
Score: -3051508.000000 Penalty: 2513.793701
	Iteration 0F: 2 clusters Score -3051508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -3033999.000000 Penalty: 5027.587402
	Iteration 0F: 3 clusters Score -3033999 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -3040264.250000 Penalty: 5027.587402
	Iteration 1F: 3 clusters Score -3040264 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -3040824.500000 Penalty: 5027.587402
	Iteration 2F: 3 clusters Score -3040824 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -3041427.250000 Penalty: 5027.587402
	Iteration 3Q: 3 clusters Score -3041427 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -3042140.000000 Penalty: 5027.587402
	Iteration 4F: 3 clusters Score -3042140 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -3042897.250000 Penalty: 5027.587402
	Iteration 5F: 3 clusters Score -3042897 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3043614.750000 Penalty: 5027.587402
	Iteration 6F: 3 clusters Score -3043615 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -3044271.250000 Penalty: 5027.587402
	Iteration 7Q: 3 clusters Score -3044271 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -3044846.250000 Penalty: 5027.587402
	Iteration 8Q: 3 clusters Score -3044846 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -3045331.250000 Penalty: 5027.587402
	Iteration 9Q: 3 clusters Score -3045331 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3045775.750000 Penalty: 5027.587402
	Iteration 10Q: 3 clusters Score -3045776 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -3046150.250000 Penalty: 5027.587402
	Iteration 11Q: 3 clusters Score -3046150 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -3046477.250000 Penalty: 5027.587402
	Iteration 12Q: 3 clusters Score -3046477 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -3046752.500000 Penalty: 5027.587402
	Iteration 13Q: 3 clusters Score -3046752 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -3046988.750000 Penalty: 5027.587402
	Iteration 14Q: 3 clusters Score -3046989 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -3047224.750000 Penalty: 5027.587402
	Iteration 15Q: 3 clusters Score -3047225 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -3047427.250000 Penalty: 5027.587402
	Iteration 16Q: 3 clusters Score -3047427 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -3047594.250000 Penalty: 5027.587402
	Iteration 17Q: 3 clusters Score -3047594 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -3047706.000000 Penalty: 5027.587402
	Iteration 18Q: 3 clusters Score -3047706 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -3047785.250000 Penalty: 5027.587402
	Iteration 19Q: 3 clusters Score -3047785 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -3047877.750000 Penalty: 5027.587402
	Iteration 20F: 3 clusters Score -3047878 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -3047960.000000 Penalty: 5027.587402
	Iteration 21Q: 3 clusters Score -3047960 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -3048031.000000 Penalty: 5027.587402
	Iteration 22Q: 3 clusters Score -3048031 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -3048079.750000 Penalty: 5027.587402
	Iteration 23Q: 3 clusters Score -3048080 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -3048129.250000 Penalty: 5027.587402
	Iteration 24Q: 3 clusters Score -3048129 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -3048197.500000 Penalty: 5027.587402
	Iteration 25Q: 3 clusters Score -3048198 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -3048251.000000 Penalty: 5027.587402
	Iteration 26Q: 3 clusters Score -3048251 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -3048317.500000 Penalty: 5027.587402
	Iteration 27Q: 3 clusters Score -3048318 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -3048374.250000 Penalty: 5027.587402
	Iteration 28Q: 3 clusters Score -3048374 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3048457.750000 Penalty: 5027.587402
	Iteration 29Q: 3 clusters Score -3048458 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3048528.750000 Penalty: 5027.587402
	Iteration 30Q: 3 clusters Score -3048529 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -3048595.750000 Penalty: 5027.587402
	Iteration 31Q: 3 clusters Score -3048596 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -3048679.500000 Penalty: 5027.587402
	Iteration 32Q: 3 clusters Score -3048680 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -3048762.000000 Penalty: 5027.587402
	Iteration 33Q: 3 clusters Score -3048762 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -3048835.000000 Penalty: 5027.587402
	Iteration 34Q: 3 clusters Score -3048835 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3048910.250000 Penalty: 5027.587402
	Iteration 35Q: 3 clusters Score -3048910 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -3048991.000000 Penalty: 5027.587402
	Iteration 36Q: 3 clusters Score -3048991 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -3049051.000000 Penalty: 5027.587402
	Iteration 37Q: 3 clusters Score -3049051 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3049129.750000 Penalty: 5027.587402
	Iteration 38Q: 3 clusters Score -3049130 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3049246.250000 Penalty: 5027.587402
	Iteration 39Q: 3 clusters Score -3049246 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3049326.250000 Penalty: 5027.587402
	Iteration 40F: 3 clusters Score -3049326 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3049406.000000 Penalty: 5027.587402
	Iteration 41Q: 3 clusters Score -3049406 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3049484.750000 Penalty: 5027.587402
	Iteration 42Q: 3 clusters Score -3049485 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3049544.750000 Penalty: 5027.587402
	Iteration 43Q: 3 clusters Score -3049545 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3049606.500000 Penalty: 5027.587402
	Iteration 44Q: 3 clusters Score -3049606 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3049651.750000 Penalty: 5027.587402
	Iteration 45Q: 3 clusters Score -3049652 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3049693.500000 Penalty: 5027.587402
	Iteration 46Q: 3 clusters Score -3049694 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3049728.250000 Penalty: 5027.587402
	Iteration 47Q: 3 clusters Score -3049728 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3049763.750000 Penalty: 5027.587402
	Iteration 48Q: 3 clusters Score -3049764 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3049778.750000 Penalty: 5027.587402
	Iteration 49Q: 3 clusters Score -3049779 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3049810.750000 Penalty: 5027.587402
	Iteration 50Q: 3 clusters Score -3049811 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3049828.500000 Penalty: 5027.587402
	Iteration 51Q: 3 clusters Score -3049828 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3049850.250000 Penalty: 5027.587402
	Iteration 52Q: 3 clusters Score -3049850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3049866.000000 Penalty: 5027.587402
	Iteration 53Q: 3 clusters Score -3049866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3049874.000000 Penalty: 5027.587402
	Iteration 54Q: 3 clusters Score -3049874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3049881.500000 Penalty: 5027.587402
	Iteration 55Q: 3 clusters Score -3049882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3049884.750000 Penalty: 5027.587402
	Iteration 56Q: 3 clusters Score -3049885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3049886.750000 Penalty: 5027.587402
	Iteration 57Q: 3 clusters Score -3049887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3049889.000000 Penalty: 5027.587402
	Iteration 58Q: 3 clusters Score -3049889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3049892.250000 Penalty: 5027.587402
	Iteration 59Q: 3 clusters Score -3049892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3049892.250000 Penalty: 5027.587402
	Iteration 60F: 3 clusters Score -3049892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3049890.750000 Penalty: 5027.587402
	Iteration 61Q: 3 clusters Score -3049891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3049889.750000 Penalty: 5027.587402
	Iteration 62Q: 3 clusters Score -3049890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3049889.250000 Penalty: 5027.587402
	Iteration 63Q: 3 clusters Score -3049889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3049892.250000 Penalty: 5027.587402
	Iteration 64Q: 3 clusters Score -3049892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3049895.750000 Penalty: 5027.587402
	Iteration 65Q: 3 clusters Score -3049896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3049895.500000 Penalty: 5027.587402
	Iteration 66Q: 3 clusters Score -3049896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3049901.500000 Penalty: 5027.587402
	Iteration 67Q: 3 clusters Score -3049902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3049904.000000 Penalty: 5027.587402
	Iteration 68Q: 3 clusters Score -3049904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3049906.000000 Penalty: 5027.587402
	Iteration 69Q: 3 clusters Score -3049906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3049908.250000 Penalty: 5027.587402
	Iteration 70Q: 3 clusters Score -3049908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3049910.000000 Penalty: 5027.587402
	Iteration 71Q: 3 clusters Score -3049910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3049914.750000 Penalty: 5027.587402
	Iteration 72Q: 3 clusters Score -3049915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3049922.000000 Penalty: 5027.587402
	Iteration 73Q: 3 clusters Score -3049922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3049919.000000 Penalty: 5027.587402
	Iteration 74Q: 3 clusters Score -3049919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3049915.750000 Penalty: 5027.587402
	Iteration 75Q: 3 clusters Score -3049916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3049916.500000 Penalty: 5027.587402
	Iteration 76Q: 3 clusters Score -3049916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3049918.250000 Penalty: 5027.587402
	Iteration 77Q: 3 clusters Score -3049918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3049917.750000 Penalty: 5027.587402
	Iteration 78Q: 3 clusters Score -3049918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3049917.750000 Penalty: 5027.587402
	Iteration 79F: 3 clusters Score -3049918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Entering Unmasked Estep 
Score: -350610.156250 Penalty: 1992.829468
	Iteration 0F: 2 clusters Score -350610.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -347341.843750 Penalty: 3985.658936
	Iteration 0F: 3 clusters Score -347341.8 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -348100.500000 Penalty: 3985.658936
	Iteration 1F: 3 clusters Score -348100.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -348326.500000 Penalty: 3985.658936
	Iteration 2F: 3 clusters Score -348326.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -348454.968750 Penalty: 3985.658936
	Iteration 3F: 3 clusters Score -348455 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -348552.562500 Penalty: 3985.658936
	Iteration 4Q: 3 clusters Score -348552.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -348631.093750 Penalty: 3985.658936
	Iteration 5Q: 3 clusters Score -348631.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -348700.250000 Penalty: 3985.658936
	Iteration 6Q: 3 clusters Score -348700.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -348756.718750 Penalty: 3985.658936
	Iteration 7Q: 3 clusters Score -348756.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -348802.968750 Penalty: 3985.658936
	Iteration 8Q: 3 clusters Score -348803 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -348831.937500 Penalty: 3985.658936
	Iteration 9Q: 3 clusters Score -348831.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -348855.593750 Penalty: 3985.658936
	Iteration 10Q: 3 clusters Score -348855.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -348882.875000 Penalty: 3985.658936
	Iteration 11Q: 3 clusters Score -348882.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -348905.562500 Penalty: 3985.658936
	Iteration 12Q: 3 clusters Score -348905.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -348925.343750 Penalty: 3985.658936
	Iteration 13Q: 3 clusters Score -348925.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -348939.375000 Penalty: 3985.658936
	Iteration 14Q: 3 clusters Score -348939.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -348953.687500 Penalty: 3985.658936
	Iteration 15Q: 3 clusters Score -348953.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -348968.031250 Penalty: 3985.658936
	Iteration 16Q: 3 clusters Score -348968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -348986.312500 Penalty: 3985.658936
	Iteration 17Q: 3 clusters Score -348986.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -349000.656250 Penalty: 3985.658936
	Iteration 18Q: 3 clusters Score -349000.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -349016.875000 Penalty: 3985.658936
	Iteration 19Q: 3 clusters Score -349016.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -349034.812500 Penalty: 3985.658936
	Iteration 20F: 3 clusters Score -349034.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -349058.500000 Penalty: 3985.658936
	Iteration 21Q: 3 clusters Score -349058.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -349078.468750 Penalty: 3985.658936
	Iteration 22Q: 3 clusters Score -349078.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -349090.531250 Penalty: 3985.658936
	Iteration 23Q: 3 clusters Score -349090.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -349099.562500 Penalty: 3985.658936
	Iteration 24Q: 3 clusters Score -349099.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -349105.500000 Penalty: 3985.658936
	Iteration 25Q: 3 clusters Score -349105.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -349110.781250 Penalty: 3985.658936
	Iteration 26Q: 3 clusters Score -349110.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -349114.500000 Penalty: 3985.658936
	Iteration 27Q: 3 clusters Score -349114.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -349118.875000 Penalty: 3985.658936
	Iteration 28Q: 3 clusters Score -349118.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -349124.500000 Penalty: 3985.658936
	Iteration 29Q: 3 clusters Score -349124.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -349132.500000 Penalty: 3985.658936
	Iteration 30Q: 3 clusters Score -349132.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -349140.531250 Penalty: 3985.658936
	Iteration 31Q: 3 clusters Score -349140.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -349144.343750 Penalty: 3985.658936
	Iteration 32Q: 3 clusters Score -349144.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -349147.593750 Penalty: 3985.658936
	Iteration 33Q: 3 clusters Score -349147.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -349151.187500 Penalty: 3985.658936
	Iteration 34Q: 3 clusters Score -349151.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -349155.937500 Penalty: 3985.658936
	Iteration 35Q: 3 clusters Score -349155.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -349160.906250 Penalty: 3985.658936
	Iteration 36Q: 3 clusters Score -349160.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -349166.906250 Penalty: 3985.658936
	Iteration 37Q: 3 clusters Score -349166.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -349172.937500 Penalty: 3985.658936
	Iteration 38Q: 3 clusters Score -349172.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -349176.187500 Penalty: 3985.658936
	Iteration 39Q: 3 clusters Score -349176.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -349178.968750 Penalty: 3985.658936
	Iteration 40F: 3 clusters Score -349179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -349182.437500 Penalty: 3985.658936
	Iteration 41Q: 3 clusters Score -349182.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -349183.250000 Penalty: 3985.658936
	Iteration 42Q: 3 clusters Score -349183.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -349184.312500 Penalty: 3985.658936
	Iteration 43Q: 3 clusters Score -349184.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -349185.187500 Penalty: 3985.658936
	Iteration 44Q: 3 clusters Score -349185.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -349185.593750 Penalty: 3985.658936
	Iteration 45Q: 3 clusters Score -349185.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -349187.968750 Penalty: 3985.658936
	Iteration 46Q: 3 clusters Score -349188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -349190.281250 Penalty: 3985.658936
	Iteration 47Q: 3 clusters Score -349190.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -349192.187500 Penalty: 3985.658936
	Iteration 48Q: 3 clusters Score -349192.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -349196.125000 Penalty: 3985.658936
	Iteration 49Q: 3 clusters Score -349196.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -349198.062500 Penalty: 3985.658936
	Iteration 50Q: 3 clusters Score -349198.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -349199.125000 Penalty: 3985.658936
	Iteration 51Q: 3 clusters Score -349199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -349199.968750 Penalty: 3985.658936
	Iteration 52Q: 3 clusters Score -349200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -349202.218750 Penalty: 3985.658936
	Iteration 53Q: 3 clusters Score -349202.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -349203.781250 Penalty: 3985.658936
	Iteration 54Q: 3 clusters Score -349203.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -349204.781250 Penalty: 3985.658936
	Iteration 55Q: 3 clusters Score -349204.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -349207.812500 Penalty: 3985.658936
	Iteration 56Q: 3 clusters Score -349207.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -349216.375000 Penalty: 3985.658936
	Iteration 57Q: 3 clusters Score -349216.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -349233.343750 Penalty: 3985.658936
	Iteration 58Q: 3 clusters Score -349233.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -349243.312500 Penalty: 3985.658936
	Iteration 59Q: 3 clusters Score -349243.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -349251.312500 Penalty: 3985.658936
	Iteration 60F: 3 clusters Score -349251.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -349260.000000 Penalty: 3985.658936
	Iteration 61Q: 3 clusters Score -349260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -349269.937500 Penalty: 3985.658936
	Iteration 62Q: 3 clusters Score -349269.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -349275.906250 Penalty: 3985.658936
	Iteration 63Q: 3 clusters Score -349275.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -349289.781250 Penalty: 3985.658936
	Iteration 64Q: 3 clusters Score -349289.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -349297.843750 Penalty: 3985.658936
	Iteration 65Q: 3 clusters Score -349297.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -349304.750000 Penalty: 3985.658936
	Iteration 66Q: 3 clusters Score -349304.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -349310.375000 Penalty: 3985.658936
	Iteration 67Q: 3 clusters Score -349310.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -349312.406250 Penalty: 3985.658936
	Iteration 68Q: 3 clusters Score -349312.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -349313.406250 Penalty: 3985.658936
	Iteration 69Q: 3 clusters Score -349313.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -349313.406250 Penalty: 3985.658936
	Iteration 70F: 3 clusters Score -349313.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Entering Unmasked Estep 
Score: -2544320.500000 Penalty: 2467.490967
	Iteration 0F: 2 clusters Score -2544320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2529533.000000 Penalty: 4934.981934
	Iteration 0F: 3 clusters Score -2529533 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2534745.750000 Penalty: 4934.981934
	Iteration 1F: 3 clusters Score -2534746 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2535305.250000 Penalty: 4934.981934
	Iteration 2F: 3 clusters Score -2535305 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2535858.750000 Penalty: 4934.981934
	Iteration 3F: 3 clusters Score -2535859 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2536359.500000 Penalty: 4934.981934
	Iteration 4Q: 3 clusters Score -2536360 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2536871.750000 Penalty: 4934.981934
	Iteration 5Q: 3 clusters Score -2536872 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2537381.250000 Penalty: 4934.981934
	Iteration 6Q: 3 clusters Score -2537381 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2537881.000000 Penalty: 4934.981934
	Iteration 7Q: 3 clusters Score -2537881 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2538382.000000 Penalty: 4934.981934
	Iteration 8Q: 3 clusters Score -2538382 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2538790.000000 Penalty: 4934.981934
	Iteration 9Q: 3 clusters Score -2538790 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2539165.000000 Penalty: 4934.981934
	Iteration 10Q: 3 clusters Score -2539165 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2539480.250000 Penalty: 4934.981934
	Iteration 11Q: 3 clusters Score -2539480 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2539693.500000 Penalty: 4934.981934
	Iteration 12Q: 3 clusters Score -2539694 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2539886.250000 Penalty: 4934.981934
	Iteration 13Q: 3 clusters Score -2539886 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2540022.750000 Penalty: 4934.981934
	Iteration 14Q: 3 clusters Score -2540023 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2540134.750000 Penalty: 4934.981934
	Iteration 15Q: 3 clusters Score -2540135 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2540226.250000 Penalty: 4934.981934
	Iteration 16Q: 3 clusters Score -2540226 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2540325.500000 Penalty: 4934.981934
	Iteration 17Q: 3 clusters Score -2540326 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -2540396.500000 Penalty: 4934.981934
	Iteration 18Q: 3 clusters Score -2540396 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2540452.500000 Penalty: 4934.981934
	Iteration 19Q: 3 clusters Score -2540452 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2540515.500000 Penalty: 4934.981934
	Iteration 20F: 3 clusters Score -2540516 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2540562.750000 Penalty: 4934.981934
	Iteration 21Q: 3 clusters Score -2540563 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2540615.500000 Penalty: 4934.981934
	Iteration 22Q: 3 clusters Score -2540616 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2540680.250000 Penalty: 4934.981934
	Iteration 23Q: 3 clusters Score -2540680 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2540730.250000 Penalty: 4934.981934
	Iteration 24Q: 3 clusters Score -2540730 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2540783.500000 Penalty: 4934.981934
	Iteration 25Q: 3 clusters Score -2540784 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2540843.500000 Penalty: 4934.981934
	Iteration 26Q: 3 clusters Score -2540844 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2540907.250000 Penalty: 4934.981934
	Iteration 27Q: 3 clusters Score -2540907 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2540969.250000 Penalty: 4934.981934
	Iteration 28Q: 3 clusters Score -2540969 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2541024.750000 Penalty: 4934.981934
	Iteration 29Q: 3 clusters Score -2541025 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2541067.500000 Penalty: 4934.981934
	Iteration 30Q: 3 clusters Score -2541068 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2541144.750000 Penalty: 4934.981934
	Iteration 31Q: 3 clusters Score -2541145 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2541208.250000 Penalty: 4934.981934
	Iteration 32Q: 3 clusters Score -2541208 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2541274.750000 Penalty: 4934.981934
	Iteration 33Q: 3 clusters Score -2541275 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -2541348.500000 Penalty: 4934.981934
	Iteration 34Q: 3 clusters Score -2541348 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2541425.750000 Penalty: 4934.981934
	Iteration 35Q: 3 clusters Score -2541426 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2541493.250000 Penalty: 4934.981934
	Iteration 36Q: 3 clusters Score -2541493 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2541563.500000 Penalty: 4934.981934
	Iteration 37Q: 3 clusters Score -2541564 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2541627.750000 Penalty: 4934.981934
	Iteration 38Q: 3 clusters Score -2541628 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2541672.750000 Penalty: 4934.981934
	Iteration 39Q: 3 clusters Score -2541673 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2541714.500000 Penalty: 4934.981934
	Iteration 40F: 3 clusters Score -2541714 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2541753.500000 Penalty: 4934.981934
	Iteration 41Q: 3 clusters Score -2541754 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2541798.250000 Penalty: 4934.981934
	Iteration 42Q: 3 clusters Score -2541798 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2541830.250000 Penalty: 4934.981934
	Iteration 43Q: 3 clusters Score -2541830 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2541880.500000 Penalty: 4934.981934
	Iteration 44Q: 3 clusters Score -2541880 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2541917.500000 Penalty: 4934.981934
	Iteration 45Q: 3 clusters Score -2541918 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2541956.250000 Penalty: 4934.981934
	Iteration 46Q: 3 clusters Score -2541956 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2542001.000000 Penalty: 4934.981934
	Iteration 47Q: 3 clusters Score -2542001 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2542026.750000 Penalty: 4934.981934
	Iteration 48Q: 3 clusters Score -2542027 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2542050.250000 Penalty: 4934.981934
	Iteration 49Q: 3 clusters Score -2542050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2542070.250000 Penalty: 4934.981934
	Iteration 50Q: 3 clusters Score -2542070 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2542075.500000 Penalty: 4934.981934
	Iteration 51Q: 3 clusters Score -2542076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2542094.500000 Penalty: 4934.981934
	Iteration 52Q: 3 clusters Score -2542094 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2542114.500000 Penalty: 4934.981934
	Iteration 53Q: 3 clusters Score -2542114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2542120.250000 Penalty: 4934.981934
	Iteration 54Q: 3 clusters Score -2542120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2542131.250000 Penalty: 4934.981934
	Iteration 55Q: 3 clusters Score -2542131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2542132.000000 Penalty: 4934.981934
	Iteration 56Q: 3 clusters Score -2542132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2542145.000000 Penalty: 4934.981934
	Iteration 57Q: 3 clusters Score -2542145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2542148.500000 Penalty: 4934.981934
	Iteration 58Q: 3 clusters Score -2542148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2542156.000000 Penalty: 4934.981934
	Iteration 59Q: 3 clusters Score -2542156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2542154.750000 Penalty: 4934.981934
	Iteration 60F: 3 clusters Score -2542155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2542152.750000 Penalty: 4934.981934
	Iteration 61Q: 3 clusters Score -2542153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2542154.250000 Penalty: 4934.981934
	Iteration 62Q: 3 clusters Score -2542154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2542157.500000 Penalty: 4934.981934
	Iteration 63Q: 3 clusters Score -2542158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2542157.500000 Penalty: 4934.981934
	Iteration 64Q: 3 clusters Score -2542158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2542159.000000 Penalty: 4934.981934
	Iteration 65Q: 3 clusters Score -2542159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2542161.000000 Penalty: 4934.981934
	Iteration 66Q: 3 clusters Score -2542161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2542163.250000 Penalty: 4934.981934
	Iteration 67Q: 3 clusters Score -2542163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2542166.500000 Penalty: 4934.981934
	Iteration 68Q: 3 clusters Score -2542166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2542170.250000 Penalty: 4934.981934
	Iteration 69Q: 3 clusters Score -2542170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2542168.750000 Penalty: 4934.981934
	Iteration 70Q: 3 clusters Score -2542169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2542172.250000 Penalty: 4934.981934
	Iteration 71Q: 3 clusters Score -2542172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2542174.750000 Penalty: 4934.981934
	Iteration 72Q: 3 clusters Score -2542175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2542181.000000 Penalty: 4934.981934
	Iteration 73Q: 3 clusters Score -2542181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2542178.000000 Penalty: 4934.981934
	Iteration 74Q: 3 clusters Score -2542178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2542183.500000 Penalty: 4934.981934
	Iteration 75Q: 3 clusters Score -2542184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2542188.000000 Penalty: 4934.981934
	Iteration 76Q: 3 clusters Score -2542188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2542195.500000 Penalty: 4934.981934
	Iteration 77Q: 3 clusters Score -2542196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2542195.000000 Penalty: 4934.981934
	Iteration 78Q: 3 clusters Score -2542195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2542195.250000 Penalty: 4934.981934
	Iteration 79Q: 3 clusters Score -2542195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2542195.250000 Penalty: 4934.981934
	Iteration 80F: 3 clusters Score -2542195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Entering Unmasked Estep 
Score: -1269379.625000 Penalty: 2301.013184
	Iteration 0F: 2 clusters Score -1269380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1261266.625000 Penalty: 4602.026367
	Iteration 0F: 3 clusters Score -1261267 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1263676.375000 Penalty: 4602.026367
	Iteration 1F: 3 clusters Score -1263676 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1264014.375000 Penalty: 4602.026367
	Iteration 2F: 3 clusters Score -1264014 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1264292.375000 Penalty: 4602.026367
	Iteration 3F: 3 clusters Score -1264292 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1264542.375000 Penalty: 4602.026367
	Iteration 4Q: 3 clusters Score -1264542 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1264753.625000 Penalty: 4602.026367
	Iteration 5Q: 3 clusters Score -1264754 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1264983.625000 Penalty: 4602.026367
	Iteration 6Q: 3 clusters Score -1264984 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1265204.500000 Penalty: 4602.026367
	Iteration 7Q: 3 clusters Score -1265204 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1265450.500000 Penalty: 4602.026367
	Iteration 8Q: 3 clusters Score -1265450 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1265688.500000 Penalty: 4602.026367
	Iteration 9Q: 3 clusters Score -1265688 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1265911.750000 Penalty: 4602.026367
	Iteration 10Q: 3 clusters Score -1265912 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1266121.500000 Penalty: 4602.026367
	Iteration 11Q: 3 clusters Score -1266122 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1266308.375000 Penalty: 4602.026367
	Iteration 12Q: 3 clusters Score -1266308 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1266448.875000 Penalty: 4602.026367
	Iteration 13Q: 3 clusters Score -1266449 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1266554.500000 Penalty: 4602.026367
	Iteration 14Q: 3 clusters Score -1266554 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1266643.875000 Penalty: 4602.026367
	Iteration 15Q: 3 clusters Score -1266644 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1266746.375000 Penalty: 4602.026367
	Iteration 16Q: 3 clusters Score -1266746 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1266828.125000 Penalty: 4602.026367
	Iteration 17Q: 3 clusters Score -1266828 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1266907.125000 Penalty: 4602.026367
	Iteration 18Q: 3 clusters Score -1266907 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1266975.375000 Penalty: 4602.026367
	Iteration 19Q: 3 clusters Score -1266975 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1267033.000000 Penalty: 4602.026367
	Iteration 20F: 3 clusters Score -1267033 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1267075.000000 Penalty: 4602.026367
	Iteration 21Q: 3 clusters Score -1267075 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1267109.250000 Penalty: 4602.026367
	Iteration 22Q: 3 clusters Score -1267109 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1267137.375000 Penalty: 4602.026367
	Iteration 23Q: 3 clusters Score -1267137 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1267163.250000 Penalty: 4602.026367
	Iteration 24Q: 3 clusters Score -1267163 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1267194.250000 Penalty: 4602.026367
	Iteration 25Q: 3 clusters Score -1267194 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1267213.000000 Penalty: 4602.026367
	Iteration 26Q: 3 clusters Score -1267213 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1267243.750000 Penalty: 4602.026367
	Iteration 27Q: 3 clusters Score -1267244 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1267257.250000 Penalty: 4602.026367
	Iteration 28Q: 3 clusters Score -1267257 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1267270.375000 Penalty: 4602.026367
	Iteration 29Q: 3 clusters Score -1267270 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1267283.625000 Penalty: 4602.026367
	Iteration 30Q: 3 clusters Score -1267284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1267287.750000 Penalty: 4602.026367
	Iteration 31Q: 3 clusters Score -1267288 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1267297.750000 Penalty: 4602.026367
	Iteration 32Q: 3 clusters Score -1267298 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1267308.375000 Penalty: 4602.026367
	Iteration 33Q: 3 clusters Score -1267308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1267316.875000 Penalty: 4602.026367
	Iteration 34Q: 3 clusters Score -1267317 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1267327.250000 Penalty: 4602.026367
	Iteration 35Q: 3 clusters Score -1267327 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1267332.125000 Penalty: 4602.026367
	Iteration 36Q: 3 clusters Score -1267332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1267336.875000 Penalty: 4602.026367
	Iteration 37Q: 3 clusters Score -1267337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1267341.875000 Penalty: 4602.026367
	Iteration 38Q: 3 clusters Score -1267342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1267345.875000 Penalty: 4602.026367
	Iteration 39Q: 3 clusters Score -1267346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1267349.375000 Penalty: 4602.026367
	Iteration 40F: 3 clusters Score -1267349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1267353.375000 Penalty: 4602.026367
	Iteration 41Q: 3 clusters Score -1267353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1267351.875000 Penalty: 4602.026367
	Iteration 42Q: 3 clusters Score -1267352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1267351.250000 Penalty: 4602.026367
	Iteration 43Q: 3 clusters Score -1267351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1267352.875000 Penalty: 4602.026367
	Iteration 44Q: 3 clusters Score -1267353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1267354.875000 Penalty: 4602.026367
	Iteration 45Q: 3 clusters Score -1267355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1267354.125000 Penalty: 4602.026367
	Iteration 46Q: 3 clusters Score -1267354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1267356.000000 Penalty: 4602.026367
	Iteration 47Q: 3 clusters Score -1267356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1267357.875000 Penalty: 4602.026367
	Iteration 48Q: 3 clusters Score -1267358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1267355.375000 Penalty: 4602.026367
	Iteration 49Q: 3 clusters Score -1267355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1267355.000000 Penalty: 4602.026367
	Iteration 50Q: 3 clusters Score -1267355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1267357.375000 Penalty: 4602.026367
	Iteration 51Q: 3 clusters Score -1267357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1267357.125000 Penalty: 4602.026367
	Iteration 52Q: 3 clusters Score -1267357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1267358.250000 Penalty: 4602.026367
	Iteration 53Q: 3 clusters Score -1267358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1267357.500000 Penalty: 4602.026367
	Iteration 54Q: 3 clusters Score -1267358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1267359.500000 Penalty: 4602.026367
	Iteration 55Q: 3 clusters Score -1267360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1267361.500000 Penalty: 4602.026367
	Iteration 56Q: 3 clusters Score -1267362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1267361.125000 Penalty: 4602.026367
	Iteration 57Q: 3 clusters Score -1267361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1267361.875000 Penalty: 4602.026367
	Iteration 58Q: 3 clusters Score -1267362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1267362.500000 Penalty: 4602.026367
	Iteration 59Q: 3 clusters Score -1267362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1267367.000000 Penalty: 4602.026367
	Iteration 60F: 3 clusters Score -1267367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1267371.500000 Penalty: 4602.026367
	Iteration 61Q: 3 clusters Score -1267372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1267377.625000 Penalty: 4602.026367
	Iteration 62Q: 3 clusters Score -1267378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1267376.375000 Penalty: 4602.026367
	Iteration 63Q: 3 clusters Score -1267376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1267379.750000 Penalty: 4602.026367
	Iteration 64Q: 3 clusters Score -1267380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1267382.250000 Penalty: 4602.026367
	Iteration 65Q: 3 clusters Score -1267382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1267386.625000 Penalty: 4602.026367
	Iteration 66Q: 3 clusters Score -1267387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1267385.750000 Penalty: 4602.026367
	Iteration 67Q: 3 clusters Score -1267386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1267393.875000 Penalty: 4602.026367
	Iteration 68Q: 3 clusters Score -1267394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1267396.875000 Penalty: 4602.026367
	Iteration 69Q: 3 clusters Score -1267397 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1267404.375000 Penalty: 4602.026367
	Iteration 70Q: 3 clusters Score -1267404 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1267414.875000 Penalty: 4602.026367
	Iteration 71Q: 3 clusters Score -1267415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1267418.625000 Penalty: 4602.026367
	Iteration 72Q: 3 clusters Score -1267419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1267423.625000 Penalty: 4602.026367
	Iteration 73Q: 3 clusters Score -1267424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1267427.125000 Penalty: 4602.026367
	Iteration 74Q: 3 clusters Score -1267427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1267428.500000 Penalty: 4602.026367
	Iteration 75Q: 3 clusters Score -1267428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1267430.375000 Penalty: 4602.026367
	Iteration 76Q: 3 clusters Score -1267430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1267430.750000 Penalty: 4602.026367
	Iteration 77Q: 3 clusters Score -1267431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1267431.375000 Penalty: 4602.026367
	Iteration 78Q: 3 clusters Score -1267431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1267436.000000 Penalty: 4602.026367
	Iteration 79Q: 3 clusters Score -1267436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1267436.500000 Penalty: 4602.026367
	Iteration 80F: 3 clusters Score -1267436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1267434.625000 Penalty: 4602.026367
	Iteration 81Q: 3 clusters Score -1267435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1267438.375000 Penalty: 4602.026367
	Iteration 82Q: 3 clusters Score -1267438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1267438.500000 Penalty: 4602.026367
	Iteration 83Q: 3 clusters Score -1267438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1267437.375000 Penalty: 4602.026367
	Iteration 84Q: 3 clusters Score -1267437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1267437.750000 Penalty: 4602.026367
	Iteration 85Q: 3 clusters Score -1267438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1267439.000000 Penalty: 4602.026367
	Iteration 86Q: 3 clusters Score -1267439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1267438.625000 Penalty: 4602.026367
	Iteration 87Q: 3 clusters Score -1267439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1267440.375000 Penalty: 4602.026367
	Iteration 88Q: 3 clusters Score -1267440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1267439.500000 Penalty: 4602.026367
	Iteration 89Q: 3 clusters Score -1267440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1267440.000000 Penalty: 4602.026367
	Iteration 90Q: 3 clusters Score -1267440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1267440.000000 Penalty: 4602.026367
	Iteration 91Q: 3 clusters Score -1267440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1267440.000000 Penalty: 4602.026367
	Iteration 92F: 3 clusters Score -1267440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Entering Unmasked Estep 
Score: -2682878.000000 Penalty: 2474.115723
	Iteration 0F: 2 clusters Score -2682878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2667803.250000 Penalty: 4948.231445
	Iteration 0F: 3 clusters Score -2667803 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2672919.000000 Penalty: 4948.231445
	Iteration 1F: 3 clusters Score -2672919 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2673485.750000 Penalty: 4948.231445
	Iteration 2F: 3 clusters Score -2673486 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2674113.250000 Penalty: 4948.231445
	Iteration 3F: 3 clusters Score -2674113 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2674853.000000 Penalty: 4948.231445
	Iteration 4F: 3 clusters Score -2674853 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2675682.250000 Penalty: 4948.231445
	Iteration 5F: 3 clusters Score -2675682 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2676440.500000 Penalty: 4948.231445
	Iteration 6F: 3 clusters Score -2676440 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2677188.250000 Penalty: 4948.231445
	Iteration 7F: 3 clusters Score -2677188 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2677892.500000 Penalty: 4948.231445
	Iteration 8F: 3 clusters Score -2677892 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2678559.250000 Penalty: 4948.231445
	Iteration 9F: 3 clusters Score -2678559 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2679251.000000 Penalty: 4948.231445
	Iteration 10Q: 3 clusters Score -2679251 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2679940.250000 Penalty: 4948.231445
	Iteration 11Q: 3 clusters Score -2679940 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2680434.250000 Penalty: 4948.231445
	Iteration 12Q: 3 clusters Score -2680434 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2680832.500000 Penalty: 4948.231445
	Iteration 13Q: 3 clusters Score -2680832 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2681122.000000 Penalty: 4948.231445
	Iteration 14Q: 3 clusters Score -2681122 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2681370.750000 Penalty: 4948.231445
	Iteration 15Q: 3 clusters Score -2681371 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2681539.500000 Penalty: 4948.231445
	Iteration 16Q: 3 clusters Score -2681540 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2681673.500000 Penalty: 4948.231445
	Iteration 17Q: 3 clusters Score -2681674 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2681783.750000 Penalty: 4948.231445
	Iteration 18Q: 3 clusters Score -2681784 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2681862.750000 Penalty: 4948.231445
	Iteration 19Q: 3 clusters Score -2681863 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2681920.000000 Penalty: 4948.231445
	Iteration 20F: 3 clusters Score -2681920 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2681972.750000 Penalty: 4948.231445
	Iteration 21Q: 3 clusters Score -2681973 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2682023.000000 Penalty: 4948.231445
	Iteration 22Q: 3 clusters Score -2682023 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2682070.500000 Penalty: 4948.231445
	Iteration 23Q: 3 clusters Score -2682070 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2682105.000000 Penalty: 4948.231445
	Iteration 24Q: 3 clusters Score -2682105 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2682132.500000 Penalty: 4948.231445
	Iteration 25Q: 3 clusters Score -2682132 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2682157.750000 Penalty: 4948.231445
	Iteration 26Q: 3 clusters Score -2682158 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2682167.750000 Penalty: 4948.231445
	Iteration 27Q: 3 clusters Score -2682168 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2682188.500000 Penalty: 4948.231445
	Iteration 28Q: 3 clusters Score -2682188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2682210.000000 Penalty: 4948.231445
	Iteration 29Q: 3 clusters Score -2682210 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2682207.500000 Penalty: 4948.231445
	Iteration 30Q: 3 clusters Score -2682208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2682213.750000 Penalty: 4948.231445
	Iteration 31Q: 3 clusters Score -2682214 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2682228.000000 Penalty: 4948.231445
	Iteration 32Q: 3 clusters Score -2682228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2682231.500000 Penalty: 4948.231445
	Iteration 33Q: 3 clusters Score -2682232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2682236.250000 Penalty: 4948.231445
	Iteration 34Q: 3 clusters Score -2682236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2682237.250000 Penalty: 4948.231445
	Iteration 35Q: 3 clusters Score -2682237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2682235.000000 Penalty: 4948.231445
	Iteration 36Q: 3 clusters Score -2682235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2682242.000000 Penalty: 4948.231445
	Iteration 37Q: 3 clusters Score -2682242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2682245.750000 Penalty: 4948.231445
	Iteration 38Q: 3 clusters Score -2682246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2682243.750000 Penalty: 4948.231445
	Iteration 39Q: 3 clusters Score -2682244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2682246.750000 Penalty: 4948.231445
	Iteration 40F: 3 clusters Score -2682247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2682244.250000 Penalty: 4948.231445
	Iteration 41Q: 3 clusters Score -2682244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2682243.250000 Penalty: 4948.231445
	Iteration 42Q: 3 clusters Score -2682243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2682240.500000 Penalty: 4948.231445
	Iteration 43Q: 3 clusters Score -2682240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2682240.500000 Penalty: 4948.231445
	Iteration 44F: 3 clusters Score -2682240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -39192.593750 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -39192.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37802.734375 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -37802.73 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37931.296875 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -37931.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37978.718750 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -37978.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37989.503906 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -37989.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37989.503906 Penalty: 2913.965820
	Iteration 4F: 3 clusters Score -37989.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -86631.343750 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -86631.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84909.539062 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -84909.54 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85168.265625 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -85168.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85253.156250 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -85253.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -85280.046875 Penalty: 3282.231934
	Iteration 3Q: 3 clusters Score -85280.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -85297.218750 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -85297.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85312.835938 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -85312.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -85322.656250 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -85322.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85331.609375 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -85331.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85334.484375 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -85334.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85334.484375 Penalty: 3282.231934
	Iteration 9F: 3 clusters Score -85334.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (293507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293507 members 
Entering Unmasked Estep 
Score: -36380980.000000 Penalty: 3122.234863
	Iteration 0F: 2 clusters Score -3.638098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146931 members 
Mstep: Class 2 contains 146576 members 
Entering Unmasked Estep 
Score: -36196448.000000 Penalty: 6244.469727
	Iteration 0F: 3 clusters Score -3.619645e+07 nChanged 141974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151141 members 
Mstep: Class 2 contains 142366 members 
Entering Unmasked Estep 
Score: -36280064.000000 Penalty: 6244.469727
	Iteration 1F: 3 clusters Score -3.628006e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153558 members 
Mstep: Class 2 contains 139949 members 
Entering Unmasked Estep 
Score: -36281500.000000 Penalty: 6244.469727
	Iteration 2Q: 3 clusters Score -3.62815e+07 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157245 members 
Mstep: Class 2 contains 136262 members 
Entering Unmasked Estep 
Score: -36284040.000000 Penalty: 6244.469727
	Iteration 3Q: 3 clusters Score -3.628404e+07 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162784 members 
Mstep: Class 2 contains 130723 members 
Entering Unmasked Estep 
Score: -36287608.000000 Penalty: 6244.469727
	Iteration 4Q: 3 clusters Score -3.628761e+07 nChanged 12302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170620 members 
Mstep: Class 2 contains 122887 members 
Entering Unmasked Estep 
Score: -36293560.000000 Penalty: 6244.469727
	Iteration 5Q: 3 clusters Score -3.629356e+07 nChanged 14819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180497 members 
Mstep: Class 2 contains 113010 members 
Entering Unmasked Estep 
Score: -36302000.000000 Penalty: 6244.469727
	Iteration 6F: 3 clusters Score -3.6302e+07 nChanged 16996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191529 members 
Mstep: Class 2 contains 101978 members 
Entering Unmasked Estep 
Score: -36313656.000000 Penalty: 6244.469727
	Iteration 7F: 3 clusters Score -3.631366e+07 nChanged 18107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201128 members 
Mstep: Class 2 contains 92379 members 
Entering Unmasked Estep 
Score: -36327088.000000 Penalty: 6244.469727
	Iteration 8F: 3 clusters Score -3.632709e+07 nChanged 18271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207083 members 
Mstep: Class 2 contains 86424 members 
Entering Unmasked Estep 
Score: -36340508.000000 Penalty: 6244.469727
	Iteration 9F: 3 clusters Score -3.634051e+07 nChanged 16292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209047 members 
Mstep: Class 2 contains 84460 members 
Entering Unmasked Estep 
Score: -36350076.000000 Penalty: 6244.469727
	Iteration 10F: 3 clusters Score -3.635008e+07 nChanged 11926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209135 members 
Mstep: Class 2 contains 84372 members 
Entering Unmasked Estep 
Score: -36354324.000000 Penalty: 6244.469727
	Iteration 11Q: 3 clusters Score -3.635432e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208983 members 
Mstep: Class 2 contains 84524 members 
Entering Unmasked Estep 
Score: -36356036.000000 Penalty: 6244.469727
	Iteration 12Q: 3 clusters Score -3.635604e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208880 members 
Mstep: Class 2 contains 84627 members 
Entering Unmasked Estep 
Score: -36356740.000000 Penalty: 6244.469727
	Iteration 13Q: 3 clusters Score -3.635674e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208760 members 
Mstep: Class 2 contains 84747 members 
Entering Unmasked Estep 
Score: -36357172.000000 Penalty: 6244.469727
	Iteration 14Q: 3 clusters Score -3.635717e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208403 members 
Mstep: Class 2 contains 85104 members 
Entering Unmasked Estep 
Score: -36357820.000000 Penalty: 6244.469727
	Iteration 15Q: 3 clusters Score -3.635782e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207940 members 
Mstep: Class 2 contains 85567 members 
Entering Unmasked Estep 
Score: -36358412.000000 Penalty: 6244.469727
	Iteration 16Q: 3 clusters Score -3.635841e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207534 members 
Mstep: Class 2 contains 85973 members 
Entering Unmasked Estep 
Score: -36358904.000000 Penalty: 6244.469727
	Iteration 17Q: 3 clusters Score -3.63589e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206940 members 
Mstep: Class 2 contains 86567 members 
Entering Unmasked Estep 
Score: -36359492.000000 Penalty: 6244.469727
	Iteration 18Q: 3 clusters Score -3.635949e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206224 members 
Mstep: Class 2 contains 87283 members 
Entering Unmasked Estep 
Score: -36359976.000000 Penalty: 6244.469727
	Iteration 19Q: 3 clusters Score -3.635998e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205410 members 
Mstep: Class 2 contains 88097 members 
Entering Unmasked Estep 
Score: -36360376.000000 Penalty: 6244.469727
	Iteration 20F: 3 clusters Score -3.636038e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204415 members 
Mstep: Class 2 contains 89092 members 
Entering Unmasked Estep 
Score: -36360864.000000 Penalty: 6244.469727
	Iteration 21Q: 3 clusters Score -3.636086e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203465 members 
Mstep: Class 2 contains 90042 members 
Entering Unmasked Estep 
Score: -36361452.000000 Penalty: 6244.469727
	Iteration 22Q: 3 clusters Score -3.636145e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202395 members 
Mstep: Class 2 contains 91112 members 
Entering Unmasked Estep 
Score: -36362028.000000 Penalty: 6244.469727
	Iteration 23Q: 3 clusters Score -3.636203e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201134 members 
Mstep: Class 2 contains 92373 members 
Entering Unmasked Estep 
Score: -36362676.000000 Penalty: 6244.469727
	Iteration 24Q: 3 clusters Score -3.636268e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199913 members 
Mstep: Class 2 contains 93594 members 
Entering Unmasked Estep 
Score: -36363200.000000 Penalty: 6244.469727
	Iteration 25Q: 3 clusters Score -3.63632e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198640 members 
Mstep: Class 2 contains 94867 members 
Entering Unmasked Estep 
Score: -36363996.000000 Penalty: 6244.469727
	Iteration 26Q: 3 clusters Score -3.6364e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197230 members 
Mstep: Class 2 contains 96277 members 
Entering Unmasked Estep 
Score: -36364700.000000 Penalty: 6244.469727
	Iteration 27Q: 3 clusters Score -3.63647e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195736 members 
Mstep: Class 2 contains 97771 members 
Entering Unmasked Estep 
Score: -36365464.000000 Penalty: 6244.469727
	Iteration 28Q: 3 clusters Score -3.636546e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194236 members 
Mstep: Class 2 contains 99271 members 
Entering Unmasked Estep 
Score: -36366408.000000 Penalty: 6244.469727
	Iteration 29Q: 3 clusters Score -3.636641e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192770 members 
Mstep: Class 2 contains 100737 members 
Entering Unmasked Estep 
Score: -36367308.000000 Penalty: 6244.469727
	Iteration 30Q: 3 clusters Score -3.636731e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191194 members 
Mstep: Class 2 contains 102313 members 
Entering Unmasked Estep 
Score: -36368204.000000 Penalty: 6244.469727
	Iteration 31Q: 3 clusters Score -3.63682e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189724 members 
Mstep: Class 2 contains 103783 members 
Entering Unmasked Estep 
Score: -36369276.000000 Penalty: 6244.469727
	Iteration 32Q: 3 clusters Score -3.636928e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188455 members 
Mstep: Class 2 contains 105052 members 
Entering Unmasked Estep 
Score: -36370132.000000 Penalty: 6244.469727
	Iteration 33Q: 3 clusters Score -3.637013e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187413 members 
Mstep: Class 2 contains 106094 members 
Entering Unmasked Estep 
Score: -36370764.000000 Penalty: 6244.469727
	Iteration 34Q: 3 clusters Score -3.637076e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186531 members 
Mstep: Class 2 contains 106976 members 
Entering Unmasked Estep 
Score: -36371076.000000 Penalty: 6244.469727
	Iteration 35Q: 3 clusters Score -3.637108e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185864 members 
Mstep: Class 2 contains 107643 members 
Entering Unmasked Estep 
Score: -36371468.000000 Penalty: 6244.469727
	Iteration 36Q: 3 clusters Score -3.637147e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185320 members 
Mstep: Class 2 contains 108187 members 
Entering Unmasked Estep 
Score: -36371628.000000 Penalty: 6244.469727
	Iteration 37Q: 3 clusters Score -3.637163e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184879 members 
Mstep: Class 2 contains 108628 members 
Entering Unmasked Estep 
Score: -36371900.000000 Penalty: 6244.469727
	Iteration 38Q: 3 clusters Score -3.63719e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184608 members 
Mstep: Class 2 contains 108899 members 
Entering Unmasked Estep 
Score: -36372032.000000 Penalty: 6244.469727
	Iteration 39Q: 3 clusters Score -3.637203e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184376 members 
Mstep: Class 2 contains 109131 members 
Entering Unmasked Estep 
Score: -36372320.000000 Penalty: 6244.469727
	Iteration 40F: 3 clusters Score -3.637232e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183873 members 
Mstep: Class 2 contains 109634 members 
Entering Unmasked Estep 
Score: -36372408.000000 Penalty: 6244.469727
	Iteration 41Q: 3 clusters Score -3.637241e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183465 members 
Mstep: Class 2 contains 110042 members 
Entering Unmasked Estep 
Score: -36372460.000000 Penalty: 6244.469727
	Iteration 42Q: 3 clusters Score -3.637246e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183122 members 
Mstep: Class 2 contains 110385 members 
Entering Unmasked Estep 
Score: -36372528.000000 Penalty: 6244.469727
	Iteration 43Q: 3 clusters Score -3.637253e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182879 members 
Mstep: Class 2 contains 110628 members 
Entering Unmasked Estep 
Score: -36372500.000000 Penalty: 6244.469727
	Iteration 44Q: 3 clusters Score -3.63725e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182628 members 
Mstep: Class 2 contains 110879 members 
Entering Unmasked Estep 
Score: -36372480.000000 Penalty: 6244.469727
	Iteration 45Q: 3 clusters Score -3.637248e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182429 members 
Mstep: Class 2 contains 111078 members 
Entering Unmasked Estep 
Score: -36372560.000000 Penalty: 6244.469727
	Iteration 46Q: 3 clusters Score -3.637256e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182211 members 
Mstep: Class 2 contains 111296 members 
Entering Unmasked Estep 
Score: -36372524.000000 Penalty: 6244.469727
	Iteration 47Q: 3 clusters Score -3.637252e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182040 members 
Mstep: Class 2 contains 111467 members 
Entering Unmasked Estep 
Score: -36372552.000000 Penalty: 6244.469727
	Iteration 48Q: 3 clusters Score -3.637255e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181871 members 
Mstep: Class 2 contains 111636 members 
Entering Unmasked Estep 
Score: -36372564.000000 Penalty: 6244.469727
	Iteration 49Q: 3 clusters Score -3.637256e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181693 members 
Mstep: Class 2 contains 111814 members 
Entering Unmasked Estep 
Score: -36372624.000000 Penalty: 6244.469727
	Iteration 50Q: 3 clusters Score -3.637262e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181571 members 
Mstep: Class 2 contains 111936 members 
Entering Unmasked Estep 
Score: -36372644.000000 Penalty: 6244.469727
	Iteration 51Q: 3 clusters Score -3.637264e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181432 members 
Mstep: Class 2 contains 112075 members 
Entering Unmasked Estep 
Score: -36372660.000000 Penalty: 6244.469727
	Iteration 52Q: 3 clusters Score -3.637266e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181312 members 
Mstep: Class 2 contains 112195 members 
Entering Unmasked Estep 
Score: -36372648.000000 Penalty: 6244.469727
	Iteration 53Q: 3 clusters Score -3.637265e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181183 members 
Mstep: Class 2 contains 112324 members 
Entering Unmasked Estep 
Score: -36372680.000000 Penalty: 6244.469727
	Iteration 54Q: 3 clusters Score -3.637268e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181051 members 
Mstep: Class 2 contains 112456 members 
Entering Unmasked Estep 
Score: -36372664.000000 Penalty: 6244.469727
	Iteration 55Q: 3 clusters Score -3.637266e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180948 members 
Mstep: Class 2 contains 112559 members 
Entering Unmasked Estep 
Score: -36372636.000000 Penalty: 6244.469727
	Iteration 56Q: 3 clusters Score -3.637264e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180863 members 
Mstep: Class 2 contains 112644 members 
Entering Unmasked Estep 
Score: -36372680.000000 Penalty: 6244.469727
	Iteration 57Q: 3 clusters Score -3.637268e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180810 members 
Mstep: Class 2 contains 112697 members 
Entering Unmasked Estep 
Score: -36372664.000000 Penalty: 6244.469727
	Iteration 58Q: 3 clusters Score -3.637266e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180768 members 
Mstep: Class 2 contains 112739 members 
Entering Unmasked Estep 
Score: -36372692.000000 Penalty: 6244.469727
	Iteration 59Q: 3 clusters Score -3.637269e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180722 members 
Mstep: Class 2 contains 112785 members 
Entering Unmasked Estep 
Score: -36372732.000000 Penalty: 6244.469727
	Iteration 60F: 3 clusters Score -3.637273e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180680 members 
Mstep: Class 2 contains 112827 members 
Entering Unmasked Estep 
Score: -36372704.000000 Penalty: 6244.469727
	Iteration 61Q: 3 clusters Score -3.63727e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180645 members 
Mstep: Class 2 contains 112862 members 
Entering Unmasked Estep 
Score: -36372724.000000 Penalty: 6244.469727
	Iteration 62Q: 3 clusters Score -3.637272e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180625 members 
Mstep: Class 2 contains 112882 members 
Entering Unmasked Estep 
Score: -36372720.000000 Penalty: 6244.469727
	Iteration 63Q: 3 clusters Score -3.637272e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180595 members 
Mstep: Class 2 contains 112912 members 
Entering Unmasked Estep 
Score: -36372724.000000 Penalty: 6244.469727
	Iteration 64Q: 3 clusters Score -3.637272e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180568 members 
Mstep: Class 2 contains 112939 members 
Entering Unmasked Estep 
Score: -36372708.000000 Penalty: 6244.469727
	Iteration 65Q: 3 clusters Score -3.637271e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180535 members 
Mstep: Class 2 contains 112972 members 
Entering Unmasked Estep 
Score: -36372720.000000 Penalty: 6244.469727
	Iteration 66Q: 3 clusters Score -3.637272e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180494 members 
Mstep: Class 2 contains 113013 members 
Entering Unmasked Estep 
Score: -36372716.000000 Penalty: 6244.469727
	Iteration 67Q: 3 clusters Score -3.637272e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180457 members 
Mstep: Class 2 contains 113050 members 
Entering Unmasked Estep 
Score: -36372720.000000 Penalty: 6244.469727
	Iteration 68Q: 3 clusters Score -3.637272e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180416 members 
Mstep: Class 2 contains 113091 members 
Entering Unmasked Estep 
Score: -36372712.000000 Penalty: 6244.469727
	Iteration 69Q: 3 clusters Score -3.637271e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180366 members 
Mstep: Class 2 contains 113141 members 
Entering Unmasked Estep 
Score: -36372728.000000 Penalty: 6244.469727
	Iteration 70Q: 3 clusters Score -3.637273e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180312 members 
Mstep: Class 2 contains 113195 members 
Entering Unmasked Estep 
Score: -36372728.000000 Penalty: 6244.469727
	Iteration 71Q: 3 clusters Score -3.637273e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180249 members 
Mstep: Class 2 contains 113258 members 
Entering Unmasked Estep 
Score: -36372720.000000 Penalty: 6244.469727
	Iteration 72Q: 3 clusters Score -3.637272e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180191 members 
Mstep: Class 2 contains 113316 members 
Entering Unmasked Estep 
Score: -36372740.000000 Penalty: 6244.469727
	Iteration 73Q: 3 clusters Score -3.637274e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180101 members 
Mstep: Class 2 contains 113406 members 
Entering Unmasked Estep 
Score: -36372740.000000 Penalty: 6244.469727
	Iteration 74Q: 3 clusters Score -3.637274e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179998 members 
Mstep: Class 2 contains 113509 members 
Entering Unmasked Estep 
Score: -36372712.000000 Penalty: 6244.469727
	Iteration 75Q: 3 clusters Score -3.637271e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179930 members 
Mstep: Class 2 contains 113577 members 
Entering Unmasked Estep 
Score: -36372700.000000 Penalty: 6244.469727
	Iteration 76Q: 3 clusters Score -3.63727e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179864 members 
Mstep: Class 2 contains 113643 members 
Entering Unmasked Estep 
Score: -36372716.000000 Penalty: 6244.469727
	Iteration 77Q: 3 clusters Score -3.637272e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179800 members 
Mstep: Class 2 contains 113707 members 
Entering Unmasked Estep 
Score: -36372756.000000 Penalty: 6244.469727
	Iteration 78Q: 3 clusters Score -3.637276e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179740 members 
Mstep: Class 2 contains 113767 members 
Entering Unmasked Estep 
Score: -36372768.000000 Penalty: 6244.469727
	Iteration 79Q: 3 clusters Score -3.637277e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179697 members 
Mstep: Class 2 contains 113810 members 
Entering Unmasked Estep 
Score: -36372772.000000 Penalty: 6244.469727
	Iteration 80F: 3 clusters Score -3.637277e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179648 members 
Mstep: Class 2 contains 113859 members 
Entering Unmasked Estep 
Score: -36372728.000000 Penalty: 6244.469727
	Iteration 81Q: 3 clusters Score -3.637273e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179585 members 
Mstep: Class 2 contains 113922 members 
Entering Unmasked Estep 
Score: -36372760.000000 Penalty: 6244.469727
	Iteration 82Q: 3 clusters Score -3.637276e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179527 members 
Mstep: Class 2 contains 113980 members 
Entering Unmasked Estep 
Score: -36372760.000000 Penalty: 6244.469727
	Iteration 83Q: 3 clusters Score -3.637276e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179469 members 
Mstep: Class 2 contains 114038 members 
Entering Unmasked Estep 
Score: -36372752.000000 Penalty: 6244.469727
	Iteration 84Q: 3 clusters Score -3.637275e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179390 members 
Mstep: Class 2 contains 114117 members 
Entering Unmasked Estep 
Score: -36372756.000000 Penalty: 6244.469727
	Iteration 85Q: 3 clusters Score -3.637276e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179318 members 
Mstep: Class 2 contains 114189 members 
Entering Unmasked Estep 
Score: -36372772.000000 Penalty: 6244.469727
	Iteration 86Q: 3 clusters Score -3.637277e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179251 members 
Mstep: Class 2 contains 114256 members 
Entering Unmasked Estep 
Score: -36372768.000000 Penalty: 6244.469727
	Iteration 87Q: 3 clusters Score -3.637277e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179191 members 
Mstep: Class 2 contains 114316 members 
Entering Unmasked Estep 
Score: -36372776.000000 Penalty: 6244.469727
	Iteration 88Q: 3 clusters Score -3.637278e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179131 members 
Mstep: Class 2 contains 114376 members 
Entering Unmasked Estep 
Score: -36372740.000000 Penalty: 6244.469727
	Iteration 89Q: 3 clusters Score -3.637274e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179072 members 
Mstep: Class 2 contains 114435 members 
Entering Unmasked Estep 
Score: -36372748.000000 Penalty: 6244.469727
	Iteration 90Q: 3 clusters Score -3.637275e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179016 members 
Mstep: Class 2 contains 114491 members 
Entering Unmasked Estep 
Score: -36372744.000000 Penalty: 6244.469727
	Iteration 91Q: 3 clusters Score -3.637274e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178964 members 
Mstep: Class 2 contains 114543 members 
Entering Unmasked Estep 
Score: -36372764.000000 Penalty: 6244.469727
	Iteration 92Q: 3 clusters Score -3.637276e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178900 members 
Mstep: Class 2 contains 114607 members 
Entering Unmasked Estep 
Score: -36372724.000000 Penalty: 6244.469727
	Iteration 93Q: 3 clusters Score -3.637272e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178841 members 
Mstep: Class 2 contains 114666 members 
Entering Unmasked Estep 
Score: -36372756.000000 Penalty: 6244.469727
	Iteration 94Q: 3 clusters Score -3.637276e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178776 members 
Mstep: Class 2 contains 114731 members 
Entering Unmasked Estep 
Score: -36372760.000000 Penalty: 6244.469727
	Iteration 95Q: 3 clusters Score -3.637276e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178716 members 
Mstep: Class 2 contains 114791 members 
Entering Unmasked Estep 
Score: -36372776.000000 Penalty: 6244.469727
	Iteration 96Q: 3 clusters Score -3.637278e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178670 members 
Mstep: Class 2 contains 114837 members 
Entering Unmasked Estep 
Score: -36372740.000000 Penalty: 6244.469727
	Iteration 97Q: 3 clusters Score -3.637274e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178620 members 
Mstep: Class 2 contains 114887 members 
Entering Unmasked Estep 
Score: -36372764.000000 Penalty: 6244.469727
	Iteration 98Q: 3 clusters Score -3.637276e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178586 members 
Mstep: Class 2 contains 114921 members 
Entering Unmasked Estep 
Score: -36372780.000000 Penalty: 6244.469727
	Iteration 99Q: 3 clusters Score -3.637278e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178556 members 
Mstep: Class 2 contains 114951 members 
Entering Unmasked Estep 
Score: -36372784.000000 Penalty: 6244.469727
	Iteration 100F: 3 clusters Score -3.637278e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178536 members 
Mstep: Class 2 contains 114971 members 
Entering Unmasked Estep 
Score: -36372772.000000 Penalty: 6244.469727
	Iteration 101Q: 3 clusters Score -3.637277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178524 members 
Mstep: Class 2 contains 114983 members 
Entering Unmasked Estep 
Score: -36372756.000000 Penalty: 6244.469727
	Iteration 102Q: 3 clusters Score -3.637276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178516 members 
Mstep: Class 2 contains 114991 members 
Entering Unmasked Estep 
Score: -36372756.000000 Penalty: 6244.469727
	Iteration 103Q: 3 clusters Score -3.637276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178509 members 
Mstep: Class 2 contains 114998 members 
Entering Unmasked Estep 
Score: -36372768.000000 Penalty: 6244.469727
	Iteration 104Q: 3 clusters Score -3.637277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178503 members 
Mstep: Class 2 contains 115004 members 
Entering Unmasked Estep 
Score: -36372776.000000 Penalty: 6244.469727
	Iteration 105Q: 3 clusters Score -3.637278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178495 members 
Mstep: Class 2 contains 115012 members 
Entering Unmasked Estep 
Score: -36372788.000000 Penalty: 6244.469727
	Iteration 106Q: 3 clusters Score -3.637279e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178477 members 
Mstep: Class 2 contains 115030 members 
Entering Unmasked Estep 
Score: -36372776.000000 Penalty: 6244.469727
	Iteration 107Q: 3 clusters Score -3.637278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178460 members 
Mstep: Class 2 contains 115047 members 
Entering Unmasked Estep 
Score: -36372792.000000 Penalty: 6244.469727
	Iteration 108Q: 3 clusters Score -3.637279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178440 members 
Mstep: Class 2 contains 115067 members 
Entering Unmasked Estep 
Score: -36372780.000000 Penalty: 6244.469727
	Iteration 109Q: 3 clusters Score -3.637278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178428 members 
Mstep: Class 2 contains 115079 members 
Entering Unmasked Estep 
Score: -36372788.000000 Penalty: 6244.469727
	Iteration 110Q: 3 clusters Score -3.637279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178420 members 
Mstep: Class 2 contains 115087 members 
Entering Unmasked Estep 
Score: -36372780.000000 Penalty: 6244.469727
	Iteration 111Q: 3 clusters Score -3.637278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178410 members 
Mstep: Class 2 contains 115097 members 
Entering Unmasked Estep 
Score: -36372800.000000 Penalty: 6244.469727
	Iteration 112Q: 3 clusters Score -3.63728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178402 members 
Mstep: Class 2 contains 115105 members 
Entering Unmasked Estep 
Score: -36372796.000000 Penalty: 6244.469727
	Iteration 113Q: 3 clusters Score -3.63728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178396 members 
Mstep: Class 2 contains 115111 members 
Entering Unmasked Estep 
Score: -36372784.000000 Penalty: 6244.469727
	Iteration 114Q: 3 clusters Score -3.637278e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178381 members 
Mstep: Class 2 contains 115126 members 
Entering Unmasked Estep 
Score: -36372764.000000 Penalty: 6244.469727
	Iteration 115Q: 3 clusters Score -3.637276e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178361 members 
Mstep: Class 2 contains 115146 members 
Entering Unmasked Estep 
Score: -36372796.000000 Penalty: 6244.469727
	Iteration 116Q: 3 clusters Score -3.63728e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178337 members 
Mstep: Class 2 contains 115170 members 
Entering Unmasked Estep 
Score: -36372784.000000 Penalty: 6244.469727
	Iteration 117Q: 3 clusters Score -3.637278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178329 members 
Mstep: Class 2 contains 115178 members 
Entering Unmasked Estep 
Score: -36372776.000000 Penalty: 6244.469727
	Iteration 118Q: 3 clusters Score -3.637278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178324 members 
Mstep: Class 2 contains 115183 members 
Entering Unmasked Estep 
Score: -36372760.000000 Penalty: 6244.469727
	Iteration 119Q: 3 clusters Score -3.637276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178318 members 
Mstep: Class 2 contains 115189 members 
Entering Unmasked Estep 
Score: -36372780.000000 Penalty: 6244.469727
	Iteration 120F: 3 clusters Score -3.637278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178312 members 
Mstep: Class 2 contains 115195 members 
Entering Unmasked Estep 
Score: -36372780.000000 Penalty: 6244.469727
	Iteration 121Q: 3 clusters Score -3.637278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178301 members 
Mstep: Class 2 contains 115206 members 
Entering Unmasked Estep 
Score: -36372760.000000 Penalty: 6244.469727
	Iteration 122Q: 3 clusters Score -3.637276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178285 members 
Mstep: Class 2 contains 115222 members 
Entering Unmasked Estep 
Score: -36372744.000000 Penalty: 6244.469727
	Iteration 123Q: 3 clusters Score -3.637274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178278 members 
Mstep: Class 2 contains 115229 members 
Entering Unmasked Estep 
Score: -36372744.000000 Penalty: 6244.469727
	Iteration 124Q: 3 clusters Score -3.637274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178267 members 
Mstep: Class 2 contains 115240 members 
Entering Unmasked Estep 
Score: -36372744.000000 Penalty: 6244.469727
	Iteration 125Q: 3 clusters Score -3.637274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178254 members 
Mstep: Class 2 contains 115253 members 
Entering Unmasked Estep 
Score: -36372756.000000 Penalty: 6244.469727
	Iteration 126Q: 3 clusters Score -3.637276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178247 members 
Mstep: Class 2 contains 115260 members 
Entering Unmasked Estep 
Score: -36372760.000000 Penalty: 6244.469727
	Iteration 127Q: 3 clusters Score -3.637276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178237 members 
Mstep: Class 2 contains 115270 members 
Entering Unmasked Estep 
Score: -36372756.000000 Penalty: 6244.469727
	Iteration 128Q: 3 clusters Score -3.637276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178234 members 
Mstep: Class 2 contains 115273 members 
Entering Unmasked Estep 
Score: -36372748.000000 Penalty: 6244.469727
	Iteration 129Q: 3 clusters Score -3.637275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178226 members 
Mstep: Class 2 contains 115281 members 
Entering Unmasked Estep 
Score: -36372728.000000 Penalty: 6244.469727
	Iteration 130Q: 3 clusters Score -3.637273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178213 members 
Mstep: Class 2 contains 115294 members 
Entering Unmasked Estep 
Score: -36372760.000000 Penalty: 6244.469727
	Iteration 131Q: 3 clusters Score -3.637276e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178191 members 
Mstep: Class 2 contains 115316 members 
Entering Unmasked Estep 
Score: -36372736.000000 Penalty: 6244.469727
	Iteration 132Q: 3 clusters Score -3.637274e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178174 members 
Mstep: Class 2 contains 115333 members 
Entering Unmasked Estep 
Score: -36372716.000000 Penalty: 6244.469727
	Iteration 133Q: 3 clusters Score -3.637272e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178158 members 
Mstep: Class 2 contains 115349 members 
Entering Unmasked Estep 
Score: -36372740.000000 Penalty: 6244.469727
	Iteration 134Q: 3 clusters Score -3.637274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178144 members 
Mstep: Class 2 contains 115363 members 
Entering Unmasked Estep 
Score: -36372748.000000 Penalty: 6244.469727
	Iteration 135Q: 3 clusters Score -3.637275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178137 members 
Mstep: Class 2 contains 115370 members 
Entering Unmasked Estep 
Score: -36372764.000000 Penalty: 6244.469727
	Iteration 136Q: 3 clusters Score -3.637276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178131 members 
Mstep: Class 2 contains 115376 members 
Entering Unmasked Estep 
Score: -36372764.000000 Penalty: 6244.469727
	Iteration 137Q: 3 clusters Score -3.637276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178123 members 
Mstep: Class 2 contains 115384 members 
Entering Unmasked Estep 
Score: -36372748.000000 Penalty: 6244.469727
	Iteration 138Q: 3 clusters Score -3.637275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178111 members 
Mstep: Class 2 contains 115396 members 
Entering Unmasked Estep 
Score: -36372772.000000 Penalty: 6244.469727
	Iteration 139Q: 3 clusters Score -3.637277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178099 members 
Mstep: Class 2 contains 115408 members 
Entering Unmasked Estep 
Score: -36372780.000000 Penalty: 6244.469727
	Iteration 140F: 3 clusters Score -3.637278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178088 members 
Mstep: Class 2 contains 115419 members 
Entering Unmasked Estep 
Score: -36372784.000000 Penalty: 6244.469727
	Iteration 141Q: 3 clusters Score -3.637278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178078 members 
Mstep: Class 2 contains 115429 members 
Entering Unmasked Estep 
Score: -36372772.000000 Penalty: 6244.469727
	Iteration 142Q: 3 clusters Score -3.637277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178071 members 
Mstep: Class 2 contains 115436 members 
Entering Unmasked Estep 
Score: -36372788.000000 Penalty: 6244.469727
	Iteration 143Q: 3 clusters Score -3.637279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178067 members 
Mstep: Class 2 contains 115440 members 
Entering Unmasked Estep 
Score: -36372784.000000 Penalty: 6244.469727
	Iteration 144Q: 3 clusters Score -3.637278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178062 members 
Mstep: Class 2 contains 115445 members 
Entering Unmasked Estep 
Score: -36372780.000000 Penalty: 6244.469727
	Iteration 145Q: 3 clusters Score -3.637278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178056 members 
Mstep: Class 2 contains 115451 members 
Entering Unmasked Estep 
Score: -36372788.000000 Penalty: 6244.469727
	Iteration 146Q: 3 clusters Score -3.637279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178051 members 
Mstep: Class 2 contains 115456 members 
Entering Unmasked Estep 
Score: -36372780.000000 Penalty: 6244.469727
	Iteration 147Q: 3 clusters Score -3.637278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178049 members 
Mstep: Class 2 contains 115458 members 
Entering Unmasked Estep 
Score: -36372780.000000 Penalty: 6244.469727
	Iteration 148Q: 3 clusters Score -3.637278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178046 members 
Mstep: Class 2 contains 115461 members 
Entering Unmasked Estep 
Score: -36372772.000000 Penalty: 6244.469727
	Iteration 149Q: 3 clusters Score -3.637277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178044 members 
Mstep: Class 2 contains 115463 members 
Entering Unmasked Estep 
Score: -36372796.000000 Penalty: 6244.469727
	Iteration 150Q: 3 clusters Score -3.63728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178042 members 
Mstep: Class 2 contains 115465 members 
Entering Unmasked Estep 
Score: -36372788.000000 Penalty: 6244.469727
	Iteration 151Q: 3 clusters Score -3.637279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178041 members 
Mstep: Class 2 contains 115466 members 
Entering Unmasked Estep 
Score: -36372788.000000 Penalty: 6244.469727
	Iteration 152Q: 3 clusters Score -3.637279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178038 members 
Mstep: Class 2 contains 115469 members 
Entering Unmasked Estep 
Score: -36372776.000000 Penalty: 6244.469727
	Iteration 153Q: 3 clusters Score -3.637278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178033 members 
Mstep: Class 2 contains 115474 members 
Entering Unmasked Estep 
Score: -36372772.000000 Penalty: 6244.469727
	Iteration 154Q: 3 clusters Score -3.637277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178031 members 
Mstep: Class 2 contains 115476 members 
Entering Unmasked Estep 
Score: -36372772.000000 Penalty: 6244.469727
	Iteration 155Q: 3 clusters Score -3.637277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178032 members 
Mstep: Class 2 contains 115475 members 
Entering Unmasked Estep 
Score: -36372768.000000 Penalty: 6244.469727
	Iteration 156Q: 3 clusters Score -3.637277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178033 members 
Mstep: Class 2 contains 115474 members 
Entering Unmasked Estep 
Score: -36372764.000000 Penalty: 6244.469727
	Iteration 157Q: 3 clusters Score -3.637276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178033 members 
Mstep: Class 2 contains 115474 members 
Entering Unmasked Estep 
Score: -36372764.000000 Penalty: 6244.469727
	Iteration 158F: 3 clusters Score -3.637276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -68874.976562 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -68874.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67240.546875 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -67240.55 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67430.890625 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -67430.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67499.085938 Penalty: 3172.049805
	Iteration 2Q: 3 clusters Score -67499.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67564.625000 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -67564.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67617.531250 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -67617.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67679.234375 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -67679.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67753.054688 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -67753.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67785.500000 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -67785.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67811.914062 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -67811.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67829.156250 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -67829.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67836.460938 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -67836.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67844.687500 Penalty: 3172.049805
	Iteration 11Q: 3 clusters Score -67844.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -67855.976562 Penalty: 3172.049805
	Iteration 12Q: 3 clusters Score -67855.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67859.093750 Penalty: 3172.049805
	Iteration 13Q: 3 clusters Score -67859.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67859.093750 Penalty: 3172.049805
	Iteration 14F: 3 clusters Score -67859.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Entering Unmasked Estep 
Score: -269284.750000 Penalty: 1966.601929
	Iteration 0F: 2 clusters Score -269284.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -266147.156250 Penalty: 3933.203857
	Iteration 0F: 3 clusters Score -266147.2 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -266826.281250 Penalty: 3933.203857
	Iteration 1F: 3 clusters Score -266826.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -267088.781250 Penalty: 3933.203857
	Iteration 2F: 3 clusters Score -267088.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -267331.031250 Penalty: 3933.203857
	Iteration 3F: 3 clusters Score -267331 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -267551.093750 Penalty: 3933.203857
	Iteration 4F: 3 clusters Score -267551.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -267783.312500 Penalty: 3933.203857
	Iteration 5F: 3 clusters Score -267783.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -267957.406250 Penalty: 3933.203857
	Iteration 6F: 3 clusters Score -267957.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -268080.031250 Penalty: 3933.203857
	Iteration 7Q: 3 clusters Score -268080 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -268165.562500 Penalty: 3933.203857
	Iteration 8Q: 3 clusters Score -268165.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -268230.656250 Penalty: 3933.203857
	Iteration 9Q: 3 clusters Score -268230.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -268266.750000 Penalty: 3933.203857
	Iteration 10Q: 3 clusters Score -268266.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -268289.968750 Penalty: 3933.203857
	Iteration 11Q: 3 clusters Score -268290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -268310.718750 Penalty: 3933.203857
	Iteration 12Q: 3 clusters Score -268310.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -268334.406250 Penalty: 3933.203857
	Iteration 13Q: 3 clusters Score -268334.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -268350.281250 Penalty: 3933.203857
	Iteration 14Q: 3 clusters Score -268350.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -268361.156250 Penalty: 3933.203857
	Iteration 15Q: 3 clusters Score -268361.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -268371.500000 Penalty: 3933.203857
	Iteration 16Q: 3 clusters Score -268371.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -268383.406250 Penalty: 3933.203857
	Iteration 17Q: 3 clusters Score -268383.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -268390.937500 Penalty: 3933.203857
	Iteration 18Q: 3 clusters Score -268390.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -268398.812500 Penalty: 3933.203857
	Iteration 19Q: 3 clusters Score -268398.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -268407.250000 Penalty: 3933.203857
	Iteration 20F: 3 clusters Score -268407.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -268414.406250 Penalty: 3933.203857
	Iteration 21Q: 3 clusters Score -268414.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -268423.812500 Penalty: 3933.203857
	Iteration 22Q: 3 clusters Score -268423.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -268435.593750 Penalty: 3933.203857
	Iteration 23Q: 3 clusters Score -268435.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -268446.562500 Penalty: 3933.203857
	Iteration 24Q: 3 clusters Score -268446.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -268456.125000 Penalty: 3933.203857
	Iteration 25Q: 3 clusters Score -268456.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -268473.125000 Penalty: 3933.203857
	Iteration 26Q: 3 clusters Score -268473.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -268483.750000 Penalty: 3933.203857
	Iteration 27Q: 3 clusters Score -268483.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -268491.718750 Penalty: 3933.203857
	Iteration 28Q: 3 clusters Score -268491.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -268495.843750 Penalty: 3933.203857
	Iteration 29Q: 3 clusters Score -268495.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -268498.718750 Penalty: 3933.203857
	Iteration 30Q: 3 clusters Score -268498.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -268501.875000 Penalty: 3933.203857
	Iteration 31Q: 3 clusters Score -268501.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -268506.375000 Penalty: 3933.203857
	Iteration 32Q: 3 clusters Score -268506.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -268508.250000 Penalty: 3933.203857
	Iteration 33Q: 3 clusters Score -268508.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -268509.593750 Penalty: 3933.203857
	Iteration 34Q: 3 clusters Score -268509.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -268510.937500 Penalty: 3933.203857
	Iteration 35Q: 3 clusters Score -268510.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -268512.593750 Penalty: 3933.203857
	Iteration 36Q: 3 clusters Score -268512.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -268513.781250 Penalty: 3933.203857
	Iteration 37Q: 3 clusters Score -268513.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -268517.281250 Penalty: 3933.203857
	Iteration 38Q: 3 clusters Score -268517.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -268518.656250 Penalty: 3933.203857
	Iteration 39Q: 3 clusters Score -268518.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -268521.062500 Penalty: 3933.203857
	Iteration 40F: 3 clusters Score -268521.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -268523.312500 Penalty: 3933.203857
	Iteration 41Q: 3 clusters Score -268523.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -268525.406250 Penalty: 3933.203857
	Iteration 42Q: 3 clusters Score -268525.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -268526.843750 Penalty: 3933.203857
	Iteration 43Q: 3 clusters Score -268526.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -268528.656250 Penalty: 3933.203857
	Iteration 44Q: 3 clusters Score -268528.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -268530.718750 Penalty: 3933.203857
	Iteration 45Q: 3 clusters Score -268530.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -268531.906250 Penalty: 3933.203857
	Iteration 46Q: 3 clusters Score -268531.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -268531.906250 Penalty: 3933.203857
	Iteration 47F: 3 clusters Score -268531.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Entering Unmasked Estep 
Score: -706097.937500 Penalty: 2148.558350
	Iteration 0F: 2 clusters Score -706097.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -701066.687500 Penalty: 4297.116699
	Iteration 0F: 3 clusters Score -701066.7 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -702352.000000 Penalty: 4297.116699
	Iteration 1F: 3 clusters Score -702352 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -702605.812500 Penalty: 4297.116699
	Iteration 2F: 3 clusters Score -702605.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -702771.500000 Penalty: 4297.116699
	Iteration 3F: 3 clusters Score -702771.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -702871.812500 Penalty: 4297.116699
	Iteration 4Q: 3 clusters Score -702871.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -702940.500000 Penalty: 4297.116699
	Iteration 5Q: 3 clusters Score -702940.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -702987.562500 Penalty: 4297.116699
	Iteration 6Q: 3 clusters Score -702987.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -703024.687500 Penalty: 4297.116699
	Iteration 7Q: 3 clusters Score -703024.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -703061.125000 Penalty: 4297.116699
	Iteration 8Q: 3 clusters Score -703061.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -703098.500000 Penalty: 4297.116699
	Iteration 9Q: 3 clusters Score -703098.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -703131.562500 Penalty: 4297.116699
	Iteration 10Q: 3 clusters Score -703131.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -703163.500000 Penalty: 4297.116699
	Iteration 11Q: 3 clusters Score -703163.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -703186.812500 Penalty: 4297.116699
	Iteration 12Q: 3 clusters Score -703186.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -703212.187500 Penalty: 4297.116699
	Iteration 13Q: 3 clusters Score -703212.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -703237.500000 Penalty: 4297.116699
	Iteration 14Q: 3 clusters Score -703237.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -703261.562500 Penalty: 4297.116699
	Iteration 15Q: 3 clusters Score -703261.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -703280.562500 Penalty: 4297.116699
	Iteration 16Q: 3 clusters Score -703280.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -703309.812500 Penalty: 4297.116699
	Iteration 17Q: 3 clusters Score -703309.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -703340.000000 Penalty: 4297.116699
	Iteration 18Q: 3 clusters Score -703340 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -703382.125000 Penalty: 4297.116699
	Iteration 19Q: 3 clusters Score -703382.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -703432.750000 Penalty: 4297.116699
	Iteration 20F: 3 clusters Score -703432.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -703478.812500 Penalty: 4297.116699
	Iteration 21Q: 3 clusters Score -703478.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -703518.937500 Penalty: 4297.116699
	Iteration 22Q: 3 clusters Score -703518.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -703552.125000 Penalty: 4297.116699
	Iteration 23Q: 3 clusters Score -703552.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -703589.812500 Penalty: 4297.116699
	Iteration 24Q: 3 clusters Score -703589.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -703633.187500 Penalty: 4297.116699
	Iteration 25Q: 3 clusters Score -703633.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -703683.375000 Penalty: 4297.116699
	Iteration 26Q: 3 clusters Score -703683.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -703733.562500 Penalty: 4297.116699
	Iteration 27Q: 3 clusters Score -703733.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -703787.187500 Penalty: 4297.116699
	Iteration 28Q: 3 clusters Score -703787.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -703845.312500 Penalty: 4297.116699
	Iteration 29Q: 3 clusters Score -703845.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -703899.375000 Penalty: 4297.116699
	Iteration 30Q: 3 clusters Score -703899.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -703949.375000 Penalty: 4297.116699
	Iteration 31Q: 3 clusters Score -703949.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -703994.687500 Penalty: 4297.116699
	Iteration 32Q: 3 clusters Score -703994.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -704026.500000 Penalty: 4297.116699
	Iteration 33Q: 3 clusters Score -704026.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -704051.562500 Penalty: 4297.116699
	Iteration 34Q: 3 clusters Score -704051.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -704071.750000 Penalty: 4297.116699
	Iteration 35Q: 3 clusters Score -704071.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -704092.937500 Penalty: 4297.116699
	Iteration 36Q: 3 clusters Score -704092.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -704101.125000 Penalty: 4297.116699
	Iteration 37Q: 3 clusters Score -704101.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -704112.062500 Penalty: 4297.116699
	Iteration 38Q: 3 clusters Score -704112.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -704120.937500 Penalty: 4297.116699
	Iteration 39Q: 3 clusters Score -704120.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -704125.937500 Penalty: 4297.116699
	Iteration 40F: 3 clusters Score -704125.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -704131.000000 Penalty: 4297.116699
	Iteration 41Q: 3 clusters Score -704131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -704136.375000 Penalty: 4297.116699
	Iteration 42Q: 3 clusters Score -704136.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -704140.500000 Penalty: 4297.116699
	Iteration 43Q: 3 clusters Score -704140.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -704147.375000 Penalty: 4297.116699
	Iteration 44Q: 3 clusters Score -704147.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -704151.312500 Penalty: 4297.116699
	Iteration 45Q: 3 clusters Score -704151.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -704157.250000 Penalty: 4297.116699
	Iteration 46Q: 3 clusters Score -704157.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -704163.250000 Penalty: 4297.116699
	Iteration 47Q: 3 clusters Score -704163.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -704173.625000 Penalty: 4297.116699
	Iteration 48Q: 3 clusters Score -704173.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -704179.750000 Penalty: 4297.116699
	Iteration 49Q: 3 clusters Score -704179.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -704184.687500 Penalty: 4297.116699
	Iteration 50Q: 3 clusters Score -704184.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -704186.250000 Penalty: 4297.116699
	Iteration 51Q: 3 clusters Score -704186.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -704187.312500 Penalty: 4297.116699
	Iteration 52Q: 3 clusters Score -704187.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -704186.500000 Penalty: 4297.116699
	Iteration 53Q: 3 clusters Score -704186.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -704186.500000 Penalty: 4297.116699
	Iteration 54F: 3 clusters Score -704186.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110417 members 
Mstep: Class 4 contains 15020 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3942 members 
Mstep: Class 7 contains 15947 members 
Mstep: Class 8 contains 296203 members 
Mstep: Class 9 contains 58397 members 
Mstep: Class 10 contains 26958 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 30542 members 
Mstep: Class 13 contains 13582 members 
Mstep: Class 14 contains 2802 members 
Mstep: Class 15 contains 193448 members 
Mstep: Class 16 contains 77131 members 
Mstep: Class 17 contains 28627 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25242 members 
Mstep: Class 21 contains 3089 members 
Mstep: Class 22 contains 20943 members 
Mstep: Class 23 contains 10703 members 
Mstep: Class 24 contains 21510 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293507 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2779 members 
Mstep: Class 30 contains 5788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596560.000000 Penalty: 104589.859375
Iteration 199Q: 31 clusters Score -1.545966e+08 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110421 members 
Mstep: Class 4 contains 14989 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3942 members 
Mstep: Class 7 contains 15948 members 
Mstep: Class 8 contains 296246 members 
Mstep: Class 9 contains 58403 members 
Mstep: Class 10 contains 26968 members 
Mstep: Class 11 contains 4120 members 
Mstep: Class 12 contains 30539 members 
Mstep: Class 13 contains 13586 members 
Mstep: Class 14 contains 2804 members 
Mstep: Class 15 contains 193475 members 
Mstep: Class 16 contains 77138 members 
Mstep: Class 17 contains 28668 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25241 members 
Mstep: Class 21 contains 3086 members 
Mstep: Class 22 contains 20934 members 
Mstep: Class 23 contains 10698 members 
Mstep: Class 24 contains 21538 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293367 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2779 members 
Mstep: Class 30 contains 5796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596800.000000 Penalty: 104589.859375
Iteration 200F: 31 clusters Score -1.545968e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110432 members 
Mstep: Class 4 contains 14966 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3942 members 
Mstep: Class 7 contains 15948 members 
Mstep: Class 8 contains 296235 members 
Mstep: Class 9 contains 58394 members 
Mstep: Class 10 contains 26987 members 
Mstep: Class 11 contains 4118 members 
Mstep: Class 12 contains 30536 members 
Mstep: Class 13 contains 13596 members 
Mstep: Class 14 contains 2807 members 
Mstep: Class 15 contains 193503 members 
Mstep: Class 16 contains 77136 members 
Mstep: Class 17 contains 28706 members 
Mstep: Class 18 contains 872 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25235 members 
Mstep: Class 21 contains 3087 members 
Mstep: Class 22 contains 20923 members 
Mstep: Class 23 contains 10696 members 
Mstep: Class 24 contains 21549 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293300 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2779 members 
Mstep: Class 30 contains 5799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596656.000000 Penalty: 104589.859375
Iteration 201Q: 31 clusters Score -1.545967e+08 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110422 members 
Mstep: Class 4 contains 14946 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3942 members 
Mstep: Class 7 contains 15954 members 
Mstep: Class 8 contains 296217 members 
Mstep: Class 9 contains 58397 members 
Mstep: Class 10 contains 27008 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 30529 members 
Mstep: Class 13 contains 13607 members 
Mstep: Class 14 contains 2809 members 
Mstep: Class 15 contains 193541 members 
Mstep: Class 16 contains 77140 members 
Mstep: Class 17 contains 28737 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25229 members 
Mstep: Class 21 contains 3088 members 
Mstep: Class 22 contains 20909 members 
Mstep: Class 23 contains 10683 members 
Mstep: Class 24 contains 21566 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293240 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2779 members 
Mstep: Class 30 contains 5802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597328.000000 Penalty: 104589.859375
Iteration 202Q: 31 clusters Score -1.545973e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110417 members 
Mstep: Class 4 contains 14927 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3941 members 
Mstep: Class 7 contains 15964 members 
Mstep: Class 8 contains 296224 members 
Mstep: Class 9 contains 58398 members 
Mstep: Class 10 contains 27014 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 30517 members 
Mstep: Class 13 contains 13621 members 
Mstep: Class 14 contains 2812 members 
Mstep: Class 15 contains 193611 members 
Mstep: Class 16 contains 77149 members 
Mstep: Class 17 contains 28746 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25234 members 
Mstep: Class 21 contains 3088 members 
Mstep: Class 22 contains 20898 members 
Mstep: Class 23 contains 10682 members 
Mstep: Class 24 contains 21569 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293138 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2780 members 
Mstep: Class 30 contains 5806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597040.000000 Penalty: 104589.859375
Iteration 203Q: 31 clusters Score -1.54597e+08 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110425 members 
Mstep: Class 4 contains 14918 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3940 members 
Mstep: Class 7 contains 15967 members 
Mstep: Class 8 contains 296226 members 
Mstep: Class 9 contains 58411 members 
Mstep: Class 10 contains 27021 members 
Mstep: Class 11 contains 4118 members 
Mstep: Class 12 contains 30515 members 
Mstep: Class 13 contains 13621 members 
Mstep: Class 14 contains 2815 members 
Mstep: Class 15 contains 193702 members 
Mstep: Class 16 contains 77161 members 
Mstep: Class 17 contains 28772 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25231 members 
Mstep: Class 21 contains 3089 members 
Mstep: Class 22 contains 20883 members 
Mstep: Class 23 contains 10684 members 
Mstep: Class 24 contains 21567 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292985 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2780 members 
Mstep: Class 30 contains 5812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597392.000000 Penalty: 104589.859375
Iteration 204Q: 31 clusters Score -1.545974e+08 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110423 members 
Mstep: Class 4 contains 14901 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3940 members 
Mstep: Class 7 contains 15967 members 
Mstep: Class 8 contains 296199 members 
Mstep: Class 9 contains 58426 members 
Mstep: Class 10 contains 27030 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 30508 members 
Mstep: Class 13 contains 13623 members 
Mstep: Class 14 contains 2816 members 
Mstep: Class 15 contains 193748 members 
Mstep: Class 16 contains 77170 members 
Mstep: Class 17 contains 28804 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25229 members 
Mstep: Class 21 contains 3089 members 
Mstep: Class 22 contains 20872 members 
Mstep: Class 23 contains 10685 members 
Mstep: Class 24 contains 21573 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292909 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2780 members 
Mstep: Class 30 contains 5822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597824.000000 Penalty: 104589.859375
Iteration 205Q: 31 clusters Score -1.545978e+08 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110433 members 
Mstep: Class 4 contains 14907 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3940 members 
Mstep: Class 7 contains 15961 members 
Mstep: Class 8 contains 296153 members 
Mstep: Class 9 contains 58440 members 
Mstep: Class 10 contains 27042 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 30492 members 
Mstep: Class 13 contains 13629 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 15 contains 193787 members 
Mstep: Class 16 contains 77172 members 
Mstep: Class 17 contains 28841 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25220 members 
Mstep: Class 21 contains 3089 members 
Mstep: Class 22 contains 20865 members 
Mstep: Class 23 contains 10675 members 
Mstep: Class 24 contains 21579 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292841 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2779 members 
Mstep: Class 30 contains 5836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597744.000000 Penalty: 104589.859375
Iteration 206Q: 31 clusters Score -1.545977e+08 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110429 members 
Mstep: Class 4 contains 14894 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3940 members 
Mstep: Class 7 contains 15962 members 
Mstep: Class 8 contains 296114 members 
Mstep: Class 9 contains 58464 members 
Mstep: Class 10 contains 27056 members 
Mstep: Class 11 contains 4118 members 
Mstep: Class 12 contains 30486 members 
Mstep: Class 13 contains 13638 members 
Mstep: Class 14 contains 2822 members 
Mstep: Class 15 contains 193789 members 
Mstep: Class 16 contains 77154 members 
Mstep: Class 17 contains 28877 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25210 members 
Mstep: Class 21 contains 3089 members 
Mstep: Class 22 contains 20855 members 
Mstep: Class 23 contains 10664 members 
Mstep: Class 24 contains 21579 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292832 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2780 members 
Mstep: Class 30 contains 5856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598512.000000 Penalty: 104589.859375
Iteration 207Q: 31 clusters Score -1.545985e+08 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110426 members 
Mstep: Class 4 contains 14898 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3940 members 
Mstep: Class 7 contains 15961 members 
Mstep: Class 8 contains 296053 members 
Mstep: Class 9 contains 58480 members 
Mstep: Class 10 contains 27072 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 30476 members 
Mstep: Class 13 contains 13639 members 
Mstep: Class 14 contains 2827 members 
Mstep: Class 15 contains 193737 members 
Mstep: Class 16 contains 77146 members 
Mstep: Class 17 contains 28910 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25207 members 
Mstep: Class 21 contains 3089 members 
Mstep: Class 22 contains 20843 members 
Mstep: Class 23 contains 10661 members 
Mstep: Class 24 contains 21605 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292859 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2779 members 
Mstep: Class 30 contains 5872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598736.000000 Penalty: 104589.859375
Iteration 208Q: 31 clusters Score -1.545987e+08 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110436 members 
Mstep: Class 4 contains 14920 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 15958 members 
Mstep: Class 8 contains 296035 members 
Mstep: Class 9 contains 58479 members 
Mstep: Class 10 contains 27077 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 30464 members 
Mstep: Class 13 contains 13648 members 
Mstep: Class 14 contains 2834 members 
Mstep: Class 15 contains 193725 members 
Mstep: Class 16 contains 77134 members 
Mstep: Class 17 contains 28939 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25200 members 
Mstep: Class 21 contains 3092 members 
Mstep: Class 22 contains 20844 members 
Mstep: Class 23 contains 10648 members 
Mstep: Class 24 contains 21627 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292815 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2778 members 
Mstep: Class 30 contains 5881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598816.000000 Penalty: 104589.859375
Iteration 209Q: 31 clusters Score -1.545988e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110434 members 
Mstep: Class 4 contains 14939 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3938 members 
Mstep: Class 7 contains 15946 members 
Mstep: Class 8 contains 296021 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 27085 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 30454 members 
Mstep: Class 13 contains 13651 members 
Mstep: Class 14 contains 2837 members 
Mstep: Class 15 contains 193651 members 
Mstep: Class 16 contains 77132 members 
Mstep: Class 17 contains 28966 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25199 members 
Mstep: Class 21 contains 3092 members 
Mstep: Class 22 contains 20841 members 
Mstep: Class 23 contains 10636 members 
Mstep: Class 24 contains 21656 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292832 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2779 members 
Mstep: Class 30 contains 5889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598752.000000 Penalty: 104589.859375
Iteration 210Q: 31 clusters Score -1.545988e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110431 members 
Mstep: Class 4 contains 14938 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3938 members 
Mstep: Class 7 contains 15950 members 
Mstep: Class 8 contains 296045 members 
Mstep: Class 9 contains 58507 members 
Mstep: Class 10 contains 27097 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 30447 members 
Mstep: Class 13 contains 13652 members 
Mstep: Class 14 contains 2840 members 
Mstep: Class 15 contains 193592 members 
Mstep: Class 16 contains 77135 members 
Mstep: Class 17 contains 28992 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25197 members 
Mstep: Class 21 contains 3093 members 
Mstep: Class 22 contains 20843 members 
Mstep: Class 23 contains 10627 members 
Mstep: Class 24 contains 21686 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292777 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2779 members 
Mstep: Class 30 contains 5894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598784.000000 Penalty: 104589.859375
Iteration 211Q: 31 clusters Score -1.545988e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110431 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3938 members 
Mstep: Class 7 contains 15959 members 
Mstep: Class 8 contains 296039 members 
Mstep: Class 9 contains 58504 members 
Mstep: Class 10 contains 27106 members 
Mstep: Class 11 contains 4120 members 
Mstep: Class 12 contains 30449 members 
Mstep: Class 13 contains 13665 members 
Mstep: Class 14 contains 2842 members 
Mstep: Class 15 contains 193543 members 
Mstep: Class 16 contains 77132 members 
Mstep: Class 17 contains 29020 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25195 members 
Mstep: Class 21 contains 3093 members 
Mstep: Class 22 contains 20838 members 
Mstep: Class 23 contains 10628 members 
Mstep: Class 24 contains 21710 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292720 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2778 members 
Mstep: Class 30 contains 5899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598976.000000 Penalty: 104589.859375
Iteration 212Q: 31 clusters Score -1.54599e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110436 members 
Mstep: Class 4 contains 14993 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3938 members 
Mstep: Class 7 contains 15956 members 
Mstep: Class 8 contains 296063 members 
Mstep: Class 9 contains 58517 members 
Mstep: Class 10 contains 27118 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 30434 members 
Mstep: Class 13 contains 13673 members 
Mstep: Class 14 contains 2842 members 
Mstep: Class 15 contains 193471 members 
Mstep: Class 16 contains 77132 members 
Mstep: Class 17 contains 29058 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25189 members 
Mstep: Class 21 contains 3092 members 
Mstep: Class 22 contains 20835 members 
Mstep: Class 23 contains 10618 members 
Mstep: Class 24 contains 21746 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292647 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2780 members 
Mstep: Class 30 contains 5905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599072.000000 Penalty: 104589.859375
Iteration 213Q: 31 clusters Score -1.545991e+08 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110431 members 
Mstep: Class 4 contains 15023 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3938 members 
Mstep: Class 7 contains 15963 members 
Mstep: Class 8 contains 295993 members 
Mstep: Class 9 contains 58507 members 
Mstep: Class 10 contains 27125 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 30429 members 
Mstep: Class 13 contains 13682 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 193473 members 
Mstep: Class 16 contains 77135 members 
Mstep: Class 17 contains 29088 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25189 members 
Mstep: Class 21 contains 3092 members 
Mstep: Class 22 contains 20825 members 
Mstep: Class 23 contains 10606 members 
Mstep: Class 24 contains 21774 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292626 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2782 members 
Mstep: Class 30 contains 5910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599200.000000 Penalty: 104589.859375
Iteration 214Q: 31 clusters Score -1.545992e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110438 members 
Mstep: Class 4 contains 15039 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 15969 members 
Mstep: Class 8 contains 295913 members 
Mstep: Class 9 contains 58485 members 
Mstep: Class 10 contains 27133 members 
Mstep: Class 11 contains 4122 members 
Mstep: Class 12 contains 30426 members 
Mstep: Class 13 contains 13685 members 
Mstep: Class 14 contains 2847 members 
Mstep: Class 15 contains 193457 members 
Mstep: Class 16 contains 77134 members 
Mstep: Class 17 contains 29125 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25182 members 
Mstep: Class 21 contains 3093 members 
Mstep: Class 22 contains 20819 members 
Mstep: Class 23 contains 10602 members 
Mstep: Class 24 contains 21802 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292639 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2781 members 
Mstep: Class 30 contains 5920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598864.000000 Penalty: 104589.859375
Iteration 215Q: 31 clusters Score -1.545989e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110460 members 
Mstep: Class 4 contains 15067 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 15973 members 
Mstep: Class 8 contains 295842 members 
Mstep: Class 9 contains 58481 members 
Mstep: Class 10 contains 27142 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 30421 members 
Mstep: Class 13 contains 13688 members 
Mstep: Class 14 contains 2848 members 
Mstep: Class 15 contains 193421 members 
Mstep: Class 16 contains 77127 members 
Mstep: Class 17 contains 29171 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25182 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 20807 members 
Mstep: Class 23 contains 10600 members 
Mstep: Class 24 contains 21839 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292605 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2781 members 
Mstep: Class 30 contains 5931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598608.000000 Penalty: 104589.859375
Iteration 216Q: 31 clusters Score -1.545986e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110491 members 
Mstep: Class 4 contains 15105 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 15987 members 
Mstep: Class 8 contains 295750 members 
Mstep: Class 9 contains 58460 members 
Mstep: Class 10 contains 27142 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 30416 members 
Mstep: Class 13 contains 13688 members 
Mstep: Class 14 contains 2849 members 
Mstep: Class 15 contains 193386 members 
Mstep: Class 16 contains 77122 members 
Mstep: Class 17 contains 29223 members 
Mstep: Class 18 contains 875 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25183 members 
Mstep: Class 21 contains 3091 members 
Mstep: Class 22 contains 20800 members 
Mstep: Class 23 contains 10601 members 
Mstep: Class 24 contains 21861 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292596 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2782 members 
Mstep: Class 30 contains 5933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598608.000000 Penalty: 104589.859375
Iteration 217Q: 31 clusters Score -1.545986e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110525 members 
Mstep: Class 4 contains 15135 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 15991 members 
Mstep: Class 8 contains 295625 members 
Mstep: Class 9 contains 58463 members 
Mstep: Class 10 contains 27147 members 
Mstep: Class 11 contains 4122 members 
Mstep: Class 12 contains 30412 members 
Mstep: Class 13 contains 13690 members 
Mstep: Class 14 contains 2848 members 
Mstep: Class 15 contains 193376 members 
Mstep: Class 16 contains 77120 members 
Mstep: Class 17 contains 29267 members 
Mstep: Class 18 contains 877 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25178 members 
Mstep: Class 21 contains 3091 members 
Mstep: Class 22 contains 20795 members 
Mstep: Class 23 contains 10605 members 
Mstep: Class 24 contains 21890 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292571 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2784 members 
Mstep: Class 30 contains 5935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598720.000000 Penalty: 104589.859375
Iteration 218Q: 31 clusters Score -1.545987e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110551 members 
Mstep: Class 4 contains 15145 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 15993 members 
Mstep: Class 8 contains 295514 members 
Mstep: Class 9 contains 58466 members 
Mstep: Class 10 contains 27151 members 
Mstep: Class 11 contains 4123 members 
Mstep: Class 12 contains 30406 members 
Mstep: Class 13 contains 13692 members 
Mstep: Class 14 contains 2849 members 
Mstep: Class 15 contains 193341 members 
Mstep: Class 16 contains 77124 members 
Mstep: Class 17 contains 29321 members 
Mstep: Class 18 contains 880 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25175 members 
Mstep: Class 21 contains 3091 members 
Mstep: Class 22 contains 20790 members 
Mstep: Class 23 contains 10613 members 
Mstep: Class 24 contains 21934 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292562 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2784 members 
Mstep: Class 30 contains 5937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598752.000000 Penalty: 104589.859375
Iteration 219Q: 31 clusters Score -1.545988e+08 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110561 members 
Mstep: Class 4 contains 15154 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 15994 members 
Mstep: Class 8 contains 295355 members 
Mstep: Class 9 contains 58482 members 
Mstep: Class 10 contains 27156 members 
Mstep: Class 11 contains 4122 members 
Mstep: Class 12 contains 30396 members 
Mstep: Class 13 contains 13692 members 
Mstep: Class 14 contains 2851 members 
Mstep: Class 15 contains 193324 members 
Mstep: Class 16 contains 77133 members 
Mstep: Class 17 contains 29357 members 
Mstep: Class 18 contains 881 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25168 members 
Mstep: Class 21 contains 3089 members 
Mstep: Class 22 contains 20788 members 
Mstep: Class 23 contains 10620 members 
Mstep: Class 24 contains 21978 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292603 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2784 members 
Mstep: Class 30 contains 5942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598592.000000 Penalty: 104589.859375
Iteration 220F: 31 clusters Score -1.545986e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110569 members 
Mstep: Class 4 contains 15181 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 15996 members 
Mstep: Class 8 contains 295227 members 
Mstep: Class 9 contains 58497 members 
Mstep: Class 10 contains 27164 members 
Mstep: Class 11 contains 4123 members 
Mstep: Class 12 contains 30394 members 
Mstep: Class 13 contains 13693 members 
Mstep: Class 14 contains 2851 members 
Mstep: Class 15 contains 193316 members 
Mstep: Class 16 contains 77133 members 
Mstep: Class 17 contains 29392 members 
Mstep: Class 18 contains 883 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25169 members 
Mstep: Class 21 contains 3088 members 
Mstep: Class 22 contains 20788 members 
Mstep: Class 23 contains 10622 members 
Mstep: Class 24 contains 22027 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292578 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2784 members 
Mstep: Class 30 contains 5947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598736.000000 Penalty: 104589.859375
Iteration 221Q: 31 clusters Score -1.545987e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110590 members 
Mstep: Class 4 contains 15217 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 16004 members 
Mstep: Class 8 contains 295160 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 27168 members 
Mstep: Class 11 contains 4124 members 
Mstep: Class 12 contains 30392 members 
Mstep: Class 13 contains 13699 members 
Mstep: Class 14 contains 2851 members 
Mstep: Class 15 contains 193285 members 
Mstep: Class 16 contains 77126 members 
Mstep: Class 17 contains 29429 members 
Mstep: Class 18 contains 885 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25169 members 
Mstep: Class 21 contains 3090 members 
Mstep: Class 22 contains 20790 members 
Mstep: Class 23 contains 10621 members 
Mstep: Class 24 contains 22083 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292508 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2784 members 
Mstep: Class 30 contains 5950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599024.000000 Penalty: 104589.859375
Iteration 222Q: 31 clusters Score -1.54599e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110608 members 
Mstep: Class 4 contains 15247 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 16009 members 
Mstep: Class 8 contains 295068 members 
Mstep: Class 9 contains 58495 members 
Mstep: Class 10 contains 27175 members 
Mstep: Class 11 contains 4124 members 
Mstep: Class 12 contains 30386 members 
Mstep: Class 13 contains 13706 members 
Mstep: Class 14 contains 2851 members 
Mstep: Class 15 contains 193225 members 
Mstep: Class 16 contains 77140 members 
Mstep: Class 17 contains 29469 members 
Mstep: Class 18 contains 885 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25173 members 
Mstep: Class 21 contains 3090 members 
Mstep: Class 22 contains 20786 members 
Mstep: Class 23 contains 10620 members 
Mstep: Class 24 contains 22144 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292475 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2784 members 
Mstep: Class 30 contains 5953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598992.000000 Penalty: 104589.859375
Iteration 223Q: 31 clusters Score -1.54599e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110630 members 
Mstep: Class 4 contains 15268 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 16022 members 
Mstep: Class 8 contains 294936 members 
Mstep: Class 9 contains 58497 members 
Mstep: Class 10 contains 27180 members 
Mstep: Class 11 contains 4126 members 
Mstep: Class 12 contains 30385 members 
Mstep: Class 13 contains 13710 members 
Mstep: Class 14 contains 2851 members 
Mstep: Class 15 contains 193181 members 
Mstep: Class 16 contains 77133 members 
Mstep: Class 17 contains 29499 members 
Mstep: Class 18 contains 888 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25175 members 
Mstep: Class 21 contains 3089 members 
Mstep: Class 22 contains 20783 members 
Mstep: Class 23 contains 10621 members 
Mstep: Class 24 contains 22209 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292488 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2785 members 
Mstep: Class 30 contains 5954 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 224Q: 31 clusters Score -1.545989e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110661 members 
Mstep: Class 4 contains 15297 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 16030 members 
Mstep: Class 8 contains 294813 members 
Mstep: Class 9 contains 58507 members 
Mstep: Class 10 contains 27184 members 
Mstep: Class 11 contains 4127 members 
Mstep: Class 12 contains 30383 members 
Mstep: Class 13 contains 13714 members 
Mstep: Class 14 contains 2853 members 
Mstep: Class 15 contains 193133 members 
Mstep: Class 16 contains 77116 members 
Mstep: Class 17 contains 29556 members 
Mstep: Class 18 contains 888 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25170 members 
Mstep: Class 21 contains 3088 members 
Mstep: Class 22 contains 20776 members 
Mstep: Class 23 contains 10612 members 
Mstep: Class 24 contains 22272 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292482 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2786 members 
Mstep: Class 30 contains 5955 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 225Q: 31 clusters Score -1.545993e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110682 members 
Mstep: Class 4 contains 15322 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 16028 members 
Mstep: Class 8 contains 294685 members 
Mstep: Class 9 contains 58522 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 4126 members 
Mstep: Class 12 contains 30374 members 
Mstep: Class 13 contains 13721 members 
Mstep: Class 14 contains 2855 members 
Mstep: Class 15 contains 193099 members 
Mstep: Class 16 contains 77104 members 
Mstep: Class 17 contains 29601 members 
Mstep: Class 18 contains 889 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25171 members 
Mstep: Class 21 contains 3089 members 
Mstep: Class 22 contains 20772 members 
Mstep: Class 23 contains 10607 members 
Mstep: Class 24 contains 22320 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292500 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2788 members 
Mstep: Class 30 contains 5956 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 226Q: 31 clusters Score -1.545991e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110706 members 
Mstep: Class 4 contains 15334 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 16026 members 
Mstep: Class 8 contains 294560 members 
Mstep: Class 9 contains 58519 members 
Mstep: Class 10 contains 27183 members 
Mstep: Class 11 contains 4126 members 
Mstep: Class 12 contains 30369 members 
Mstep: Class 13 contains 13722 members 
Mstep: Class 14 contains 2859 members 
Mstep: Class 15 contains 193090 members 
Mstep: Class 16 contains 77089 members 
Mstep: Class 17 contains 29645 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25174 members 
Mstep: Class 21 contains 3086 members 
Mstep: Class 22 contains 20770 members 
Mstep: Class 23 contains 10597 members 
Mstep: Class 24 contains 22380 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292519 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2789 members 
Mstep: Class 30 contains 5959 members 
Entering Unmasked Estep 
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Iteration 227Q: 31 clusters Score -1.545988e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110723 members 
Mstep: Class 4 contains 15363 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3938 members 
Mstep: Class 7 contains 16041 members 
Mstep: Class 8 contains 294434 members 
Mstep: Class 9 contains 58508 members 
Mstep: Class 10 contains 27186 members 
Mstep: Class 11 contains 4125 members 
Mstep: Class 12 contains 30371 members 
Mstep: Class 13 contains 13729 members 
Mstep: Class 14 contains 2864 members 
Mstep: Class 15 contains 193060 members 
Mstep: Class 16 contains 77081 members 
Mstep: Class 17 contains 29676 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25169 members 
Mstep: Class 21 contains 3087 members 
Mstep: Class 22 contains 20761 members 
Mstep: Class 23 contains 10588 members 
Mstep: Class 24 contains 22438 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292542 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2788 members 
Mstep: Class 30 contains 5960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599040.000000 Penalty: 104589.859375
Iteration 228Q: 31 clusters Score -1.54599e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110747 members 
Mstep: Class 4 contains 15390 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3938 members 
Mstep: Class 7 contains 16046 members 
Mstep: Class 8 contains 294258 members 
Mstep: Class 9 contains 58498 members 
Mstep: Class 10 contains 27191 members 
Mstep: Class 11 contains 4128 members 
Mstep: Class 12 contains 30368 members 
Mstep: Class 13 contains 13739 members 
Mstep: Class 14 contains 2866 members 
Mstep: Class 15 contains 193046 members 
Mstep: Class 16 contains 77086 members 
Mstep: Class 17 contains 29707 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25170 members 
Mstep: Class 21 contains 3086 members 
Mstep: Class 22 contains 20759 members 
Mstep: Class 23 contains 10584 members 
Mstep: Class 24 contains 22476 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292591 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2790 members 
Mstep: Class 30 contains 5963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599056.000000 Penalty: 104589.859375
Iteration 229Q: 31 clusters Score -1.545991e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110782 members 
Mstep: Class 4 contains 15415 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3938 members 
Mstep: Class 7 contains 16055 members 
Mstep: Class 8 contains 294060 members 
Mstep: Class 9 contains 58490 members 
Mstep: Class 10 contains 27198 members 
Mstep: Class 11 contains 4130 members 
Mstep: Class 12 contains 30361 members 
Mstep: Class 13 contains 13751 members 
Mstep: Class 14 contains 2870 members 
Mstep: Class 15 contains 193085 members 
Mstep: Class 16 contains 77088 members 
Mstep: Class 17 contains 29740 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25168 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 20749 members 
Mstep: Class 23 contains 10580 members 
Mstep: Class 24 contains 22517 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292607 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2790 members 
Mstep: Class 30 contains 5964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599008.000000 Penalty: 104589.859375
Iteration 230Q: 31 clusters Score -1.54599e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110842 members 
Mstep: Class 4 contains 15436 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3938 members 
Mstep: Class 7 contains 16052 members 
Mstep: Class 8 contains 293831 members 
Mstep: Class 9 contains 58492 members 
Mstep: Class 10 contains 27200 members 
Mstep: Class 11 contains 4130 members 
Mstep: Class 12 contains 30358 members 
Mstep: Class 13 contains 13763 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 193098 members 
Mstep: Class 16 contains 77105 members 
Mstep: Class 17 contains 29771 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25163 members 
Mstep: Class 21 contains 3087 members 
Mstep: Class 22 contains 20745 members 
Mstep: Class 23 contains 10580 members 
Mstep: Class 24 contains 22552 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292652 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2790 members 
Mstep: Class 30 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599008.000000 Penalty: 104589.859375
Iteration 231Q: 31 clusters Score -1.54599e+08 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110890 members 
Mstep: Class 4 contains 15452 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3938 members 
Mstep: Class 7 contains 16059 members 
Mstep: Class 8 contains 293574 members 
Mstep: Class 9 contains 58497 members 
Mstep: Class 10 contains 27207 members 
Mstep: Class 11 contains 4130 members 
Mstep: Class 12 contains 30354 members 
Mstep: Class 13 contains 13775 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 193081 members 
Mstep: Class 16 contains 77136 members 
Mstep: Class 17 contains 29811 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25158 members 
Mstep: Class 21 contains 3090 members 
Mstep: Class 22 contains 20732 members 
Mstep: Class 23 contains 10575 members 
Mstep: Class 24 contains 22592 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292742 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2790 members 
Mstep: Class 30 contains 5967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598800.000000 Penalty: 104589.859375
Iteration 232Q: 31 clusters Score -1.545988e+08 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 110947 members 
Mstep: Class 4 contains 15466 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 16079 members 
Mstep: Class 8 contains 293313 members 
Mstep: Class 9 contains 58494 members 
Mstep: Class 10 contains 27213 members 
Mstep: Class 11 contains 4130 members 
Mstep: Class 12 contains 30342 members 
Mstep: Class 13 contains 13785 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 193091 members 
Mstep: Class 16 contains 77142 members 
Mstep: Class 17 contains 29835 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25156 members 
Mstep: Class 21 contains 3089 members 
Mstep: Class 22 contains 20721 members 
Mstep: Class 23 contains 10569 members 
Mstep: Class 24 contains 22634 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292844 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2790 members 
Mstep: Class 30 contains 5970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598656.000000 Penalty: 104589.859375
Iteration 233Q: 31 clusters Score -1.545987e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 111005 members 
Mstep: Class 4 contains 15482 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 16079 members 
Mstep: Class 8 contains 292987 members 
Mstep: Class 9 contains 58474 members 
Mstep: Class 10 contains 27220 members 
Mstep: Class 11 contains 4131 members 
Mstep: Class 12 contains 30334 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 193096 members 
Mstep: Class 16 contains 77162 members 
Mstep: Class 17 contains 29868 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25156 members 
Mstep: Class 21 contains 3090 members 
Mstep: Class 22 contains 20708 members 
Mstep: Class 23 contains 10569 members 
Mstep: Class 24 contains 22670 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293021 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2790 members 
Mstep: Class 30 contains 5971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598608.000000 Penalty: 104589.859375
Iteration 234Q: 31 clusters Score -1.545986e+08 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 111058 members 
Mstep: Class 4 contains 15493 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 16086 members 
Mstep: Class 8 contains 292617 members 
Mstep: Class 9 contains 58460 members 
Mstep: Class 10 contains 27230 members 
Mstep: Class 11 contains 4133 members 
Mstep: Class 12 contains 30321 members 
Mstep: Class 13 contains 13799 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 193059 members 
Mstep: Class 16 contains 77177 members 
Mstep: Class 17 contains 29902 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25149 members 
Mstep: Class 21 contains 3091 members 
Mstep: Class 22 contains 20704 members 
Mstep: Class 23 contains 10573 members 
Mstep: Class 24 contains 22712 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293280 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2790 members 
Mstep: Class 30 contains 5973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598224.000000 Penalty: 104589.859375
Iteration 235Q: 31 clusters Score -1.545982e+08 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 111117 members 
Mstep: Class 4 contains 15508 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 16102 members 
Mstep: Class 8 contains 292239 members 
Mstep: Class 9 contains 58445 members 
Mstep: Class 10 contains 27236 members 
Mstep: Class 11 contains 4132 members 
Mstep: Class 12 contains 30312 members 
Mstep: Class 13 contains 13802 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 193031 members 
Mstep: Class 16 contains 77191 members 
Mstep: Class 17 contains 29930 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25143 members 
Mstep: Class 21 contains 3090 members 
Mstep: Class 22 contains 20691 members 
Mstep: Class 23 contains 10574 members 
Mstep: Class 24 contains 22750 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293545 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2791 members 
Mstep: Class 30 contains 5975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598432.000000 Penalty: 104589.859375
Iteration 236Q: 31 clusters Score -1.545984e+08 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 111164 members 
Mstep: Class 4 contains 15535 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 16109 members 
Mstep: Class 8 contains 291870 members 
Mstep: Class 9 contains 58434 members 
Mstep: Class 10 contains 27240 members 
Mstep: Class 11 contains 4133 members 
Mstep: Class 12 contains 30304 members 
Mstep: Class 13 contains 13814 members 
Mstep: Class 14 contains 2874 members 
Mstep: Class 15 contains 192987 members 
Mstep: Class 16 contains 77195 members 
Mstep: Class 17 contains 29952 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25136 members 
Mstep: Class 21 contains 3093 members 
Mstep: Class 22 contains 20669 members 
Mstep: Class 23 contains 10572 members 
Mstep: Class 24 contains 22805 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293818 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2791 members 
Mstep: Class 30 contains 5977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598336.000000 Penalty: 104589.859375
Iteration 237Q: 31 clusters Score -1.545983e+08 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 111251 members 
Mstep: Class 4 contains 15562 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 16121 members 
Mstep: Class 8 contains 291534 members 
Mstep: Class 9 contains 58440 members 
Mstep: Class 10 contains 27240 members 
Mstep: Class 11 contains 4131 members 
Mstep: Class 12 contains 30296 members 
Mstep: Class 13 contains 13838 members 
Mstep: Class 14 contains 2875 members 
Mstep: Class 15 contains 192929 members 
Mstep: Class 16 contains 77184 members 
Mstep: Class 17 contains 29969 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25137 members 
Mstep: Class 21 contains 3091 members 
Mstep: Class 22 contains 20642 members 
Mstep: Class 23 contains 10574 members 
Mstep: Class 24 contains 22846 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294036 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2793 members 
Mstep: Class 30 contains 5980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597824.000000 Penalty: 104589.859375
Iteration 238Q: 31 clusters Score -1.545978e+08 nChanged 1886
Entering ConstructFrom: 
Score: -154597824.000000 Penalty: 104589.859375
Entering ConstructFrom: 
Trying to split cluster 1 (9701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Entering Unmasked Estep 
Score: -1154812.000000 Penalty: 2276.635986
	Iteration 0F: 2 clusters Score -1154812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1147311.125000 Penalty: 4553.271973
	Iteration 0F: 3 clusters Score -1147311 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1149473.375000 Penalty: 4553.271973
	Iteration 1F: 3 clusters Score -1149473 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1149744.000000 Penalty: 4553.271973
	Iteration 2F: 3 clusters Score -1149744 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1149948.875000 Penalty: 4553.271973
	Iteration 3Q: 3 clusters Score -1149949 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1150098.000000 Penalty: 4553.271973
	Iteration 4Q: 3 clusters Score -1150098 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1150264.125000 Penalty: 4553.271973
	Iteration 5Q: 3 clusters Score -1150264 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1150424.625000 Penalty: 4553.271973
	Iteration 6Q: 3 clusters Score -1150425 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1150574.125000 Penalty: 4553.271973
	Iteration 7Q: 3 clusters Score -1150574 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1150747.250000 Penalty: 4553.271973
	Iteration 8Q: 3 clusters Score -1150747 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1150926.625000 Penalty: 4553.271973
	Iteration 9Q: 3 clusters Score -1150927 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1151108.250000 Penalty: 4553.271973
	Iteration 10Q: 3 clusters Score -1151108 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1151315.875000 Penalty: 4553.271973
	Iteration 11Q: 3 clusters Score -1151316 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1151551.000000 Penalty: 4553.271973
	Iteration 12Q: 3 clusters Score -1151551 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1151800.250000 Penalty: 4553.271973
	Iteration 13Q: 3 clusters Score -1151800 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1152042.875000 Penalty: 4553.271973
	Iteration 14Q: 3 clusters Score -1152043 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1152241.125000 Penalty: 4553.271973
	Iteration 15Q: 3 clusters Score -1152241 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1152381.875000 Penalty: 4553.271973
	Iteration 16Q: 3 clusters Score -1152382 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1152487.750000 Penalty: 4553.271973
	Iteration 17Q: 3 clusters Score -1152488 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1152562.750000 Penalty: 4553.271973
	Iteration 18Q: 3 clusters Score -1152563 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1152615.625000 Penalty: 4553.271973
	Iteration 19Q: 3 clusters Score -1152616 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1152662.125000 Penalty: 4553.271973
	Iteration 20F: 3 clusters Score -1152662 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1152700.500000 Penalty: 4553.271973
	Iteration 21Q: 3 clusters Score -1152700 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1152732.125000 Penalty: 4553.271973
	Iteration 22Q: 3 clusters Score -1152732 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1152750.625000 Penalty: 4553.271973
	Iteration 23Q: 3 clusters Score -1152751 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1152765.000000 Penalty: 4553.271973
	Iteration 24Q: 3 clusters Score -1152765 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1152779.000000 Penalty: 4553.271973
	Iteration 25Q: 3 clusters Score -1152779 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1152786.875000 Penalty: 4553.271973
	Iteration 26Q: 3 clusters Score -1152787 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1152796.250000 Penalty: 4553.271973
	Iteration 27Q: 3 clusters Score -1152796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1152800.500000 Penalty: 4553.271973
	Iteration 28Q: 3 clusters Score -1152800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1152808.625000 Penalty: 4553.271973
	Iteration 29Q: 3 clusters Score -1152809 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1152820.750000 Penalty: 4553.271973
	Iteration 30Q: 3 clusters Score -1152821 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1152823.625000 Penalty: 4553.271973
	Iteration 31Q: 3 clusters Score -1152824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1152832.500000 Penalty: 4553.271973
	Iteration 32Q: 3 clusters Score -1152832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1152836.250000 Penalty: 4553.271973
	Iteration 33Q: 3 clusters Score -1152836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1152840.500000 Penalty: 4553.271973
	Iteration 34Q: 3 clusters Score -1152840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1152837.875000 Penalty: 4553.271973
	Iteration 35Q: 3 clusters Score -1152838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1152843.375000 Penalty: 4553.271973
	Iteration 36Q: 3 clusters Score -1152843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1152847.500000 Penalty: 4553.271973
	Iteration 37Q: 3 clusters Score -1152848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1152846.250000 Penalty: 4553.271973
	Iteration 38Q: 3 clusters Score -1152846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1152851.625000 Penalty: 4553.271973
	Iteration 39Q: 3 clusters Score -1152852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1152852.875000 Penalty: 4553.271973
	Iteration 40F: 3 clusters Score -1152853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1152853.750000 Penalty: 4553.271973
	Iteration 41Q: 3 clusters Score -1152854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1152854.625000 Penalty: 4553.271973
	Iteration 42Q: 3 clusters Score -1152855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1152855.875000 Penalty: 4553.271973
	Iteration 43Q: 3 clusters Score -1152856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1152858.625000 Penalty: 4553.271973
	Iteration 44Q: 3 clusters Score -1152859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1152858.750000 Penalty: 4553.271973
	Iteration 45Q: 3 clusters Score -1152859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1152859.250000 Penalty: 4553.271973
	Iteration 46Q: 3 clusters Score -1152859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1152857.750000 Penalty: 4553.271973
	Iteration 47Q: 3 clusters Score -1152858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1152855.375000 Penalty: 4553.271973
	Iteration 48Q: 3 clusters Score -1152855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1152857.000000 Penalty: 4553.271973
	Iteration 49Q: 3 clusters Score -1152857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1152856.625000 Penalty: 4553.271973
	Iteration 50Q: 3 clusters Score -1152857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1152856.625000 Penalty: 4553.271973
	Iteration 51F: 3 clusters Score -1152857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -19375.312500 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -19375.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18285.378906 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -18285.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18325.380859 Penalty: 2572.943359
	Iteration 1Q: 3 clusters Score -18325.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18325.380859 Penalty: 2572.943359
	Iteration 2F: 3 clusters Score -18325.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (111315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111315 members 
Entering Unmasked Estep 
Score: -13977120.000000 Penalty: 2881.789551
	Iteration 0F: 2 clusters Score -1.397712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 55696 members 
Entering Unmasked Estep 
Score: -13902869.000000 Penalty: 5763.579102
	Iteration 0F: 3 clusters Score -1.390287e+07 nChanged 52783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -13933079.000000 Penalty: 5763.579102
	Iteration 1F: 3 clusters Score -1.393308e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -13934198.000000 Penalty: 5763.579102
	Iteration 2Q: 3 clusters Score -1.39342e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 55371 members 
Entering Unmasked Estep 
Score: -13935435.000000 Penalty: 5763.579102
	Iteration 3Q: 3 clusters Score -1.393544e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 54792 members 
Entering Unmasked Estep 
Score: -13937101.000000 Penalty: 5763.579102
	Iteration 4Q: 3 clusters Score -1.39371e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -13939337.000000 Penalty: 5763.579102
	Iteration 5Q: 3 clusters Score -1.393934e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58996 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -13942710.000000 Penalty: 5763.579102
	Iteration 6F: 3 clusters Score -1.394271e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60997 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -13946740.000000 Penalty: 5763.579102
	Iteration 7F: 3 clusters Score -1.394674e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63235 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -13951905.000000 Penalty: 5763.579102
	Iteration 8F: 3 clusters Score -1.39519e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -13956760.000000 Penalty: 5763.579102
	Iteration 9F: 3 clusters Score -1.395676e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67305 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -13960137.000000 Penalty: 5763.579102
	Iteration 10F: 3 clusters Score -1.396014e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68875 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -13961971.000000 Penalty: 5763.579102
	Iteration 11Q: 3 clusters Score -1.396197e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70342 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -13962783.000000 Penalty: 5763.579102
	Iteration 12Q: 3 clusters Score -1.396278e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71786 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -13963460.000000 Penalty: 5763.579102
	Iteration 13Q: 3 clusters Score -1.396346e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73206 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -13963953.000000 Penalty: 5763.579102
	Iteration 14Q: 3 clusters Score -1.396395e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74707 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -13964475.000000 Penalty: 5763.579102
	Iteration 15Q: 3 clusters Score -1.396448e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76197 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -13964918.000000 Penalty: 5763.579102
	Iteration 16Q: 3 clusters Score -1.396492e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77625 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -13965368.000000 Penalty: 5763.579102
	Iteration 17Q: 3 clusters Score -1.396537e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79098 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -13965802.000000 Penalty: 5763.579102
	Iteration 18Q: 3 clusters Score -1.39658e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80619 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -13966312.000000 Penalty: 5763.579102
	Iteration 19Q: 3 clusters Score -1.396631e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82122 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -13966805.000000 Penalty: 5763.579102
	Iteration 20F: 3 clusters Score -1.39668e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83579 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -13967217.000000 Penalty: 5763.579102
	Iteration 21Q: 3 clusters Score -1.396722e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85026 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -13967675.000000 Penalty: 5763.579102
	Iteration 22Q: 3 clusters Score -1.396768e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86474 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -13968118.000000 Penalty: 5763.579102
	Iteration 23Q: 3 clusters Score -1.396812e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87838 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -13968484.000000 Penalty: 5763.579102
	Iteration 24Q: 3 clusters Score -1.396848e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89157 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -13968891.000000 Penalty: 5763.579102
	Iteration 25Q: 3 clusters Score -1.396889e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90423 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -13969266.000000 Penalty: 5763.579102
	Iteration 26Q: 3 clusters Score -1.396927e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91650 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -13969578.000000 Penalty: 5763.579102
	Iteration 27Q: 3 clusters Score -1.396958e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92874 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -13970009.000000 Penalty: 5763.579102
	Iteration 28Q: 3 clusters Score -1.397001e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94072 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -13970344.000000 Penalty: 5763.579102
	Iteration 29Q: 3 clusters Score -1.397034e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95253 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -13970708.000000 Penalty: 5763.579102
	Iteration 30Q: 3 clusters Score -1.397071e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96365 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -13971056.000000 Penalty: 5763.579102
	Iteration 31Q: 3 clusters Score -1.397106e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97407 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -13971409.000000 Penalty: 5763.579102
	Iteration 32Q: 3 clusters Score -1.397141e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98422 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -13971754.000000 Penalty: 5763.579102
	Iteration 33Q: 3 clusters Score -1.397175e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99404 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -13972063.000000 Penalty: 5763.579102
	Iteration 34Q: 3 clusters Score -1.397206e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100331 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -13972338.000000 Penalty: 5763.579102
	Iteration 35Q: 3 clusters Score -1.397234e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101157 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -13972677.000000 Penalty: 5763.579102
	Iteration 36Q: 3 clusters Score -1.397268e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101948 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -13972884.000000 Penalty: 5763.579102
	Iteration 37Q: 3 clusters Score -1.397288e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102714 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -13973181.000000 Penalty: 5763.579102
	Iteration 38Q: 3 clusters Score -1.397318e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103436 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -13973398.000000 Penalty: 5763.579102
	Iteration 39Q: 3 clusters Score -1.39734e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104070 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -13973660.000000 Penalty: 5763.579102
	Iteration 40F: 3 clusters Score -1.397366e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104662 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -13973897.000000 Penalty: 5763.579102
	Iteration 41Q: 3 clusters Score -1.39739e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105234 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -13974164.000000 Penalty: 5763.579102
	Iteration 42Q: 3 clusters Score -1.397416e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105740 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -13974354.000000 Penalty: 5763.579102
	Iteration 43Q: 3 clusters Score -1.397435e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106169 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -13974544.000000 Penalty: 5763.579102
	Iteration 44Q: 3 clusters Score -1.397454e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106563 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -13974715.000000 Penalty: 5763.579102
	Iteration 45Q: 3 clusters Score -1.397472e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106904 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -13974876.000000 Penalty: 5763.579102
	Iteration 46Q: 3 clusters Score -1.397488e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107199 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -13975037.000000 Penalty: 5763.579102
	Iteration 47Q: 3 clusters Score -1.397504e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107441 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -13975130.000000 Penalty: 5763.579102
	Iteration 48Q: 3 clusters Score -1.397513e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107640 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -13975201.000000 Penalty: 5763.579102
	Iteration 49Q: 3 clusters Score -1.39752e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107804 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -13975254.000000 Penalty: 5763.579102
	Iteration 50Q: 3 clusters Score -1.397525e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107929 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -13975278.000000 Penalty: 5763.579102
	Iteration 51Q: 3 clusters Score -1.397528e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108013 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -13975276.000000 Penalty: 5763.579102
	Iteration 52Q: 3 clusters Score -1.397528e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108085 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -13975316.000000 Penalty: 5763.579102
	Iteration 53Q: 3 clusters Score -1.397532e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108133 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -13975306.000000 Penalty: 5763.579102
	Iteration 54Q: 3 clusters Score -1.397531e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108190 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -13975334.000000 Penalty: 5763.579102
	Iteration 55Q: 3 clusters Score -1.397533e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108247 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -13975340.000000 Penalty: 5763.579102
	Iteration 56Q: 3 clusters Score -1.397534e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108299 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -13975344.000000 Penalty: 5763.579102
	Iteration 57Q: 3 clusters Score -1.397534e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108353 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -13975370.000000 Penalty: 5763.579102
	Iteration 58Q: 3 clusters Score -1.397537e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108404 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -13975395.000000 Penalty: 5763.579102
	Iteration 59Q: 3 clusters Score -1.39754e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108451 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -13975410.000000 Penalty: 5763.579102
	Iteration 60F: 3 clusters Score -1.397541e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108498 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -13975403.000000 Penalty: 5763.579102
	Iteration 61Q: 3 clusters Score -1.39754e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108543 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -13975403.000000 Penalty: 5763.579102
	Iteration 62Q: 3 clusters Score -1.39754e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108575 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -13975418.000000 Penalty: 5763.579102
	Iteration 63Q: 3 clusters Score -1.397542e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108614 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -13975446.000000 Penalty: 5763.579102
	Iteration 64Q: 3 clusters Score -1.397545e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108641 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -13975450.000000 Penalty: 5763.579102
	Iteration 65Q: 3 clusters Score -1.397545e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108662 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -13975450.000000 Penalty: 5763.579102
	Iteration 66Q: 3 clusters Score -1.397545e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108685 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -13975447.000000 Penalty: 5763.579102
	Iteration 67Q: 3 clusters Score -1.397545e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108699 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -13975459.000000 Penalty: 5763.579102
	Iteration 68Q: 3 clusters Score -1.397546e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108716 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -13975462.000000 Penalty: 5763.579102
	Iteration 69Q: 3 clusters Score -1.397546e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108734 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -13975459.000000 Penalty: 5763.579102
	Iteration 70Q: 3 clusters Score -1.397546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108746 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -13975463.000000 Penalty: 5763.579102
	Iteration 71Q: 3 clusters Score -1.397546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108755 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -13975464.000000 Penalty: 5763.579102
	Iteration 72Q: 3 clusters Score -1.397546e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108757 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -13975464.000000 Penalty: 5763.579102
	Iteration 73Q: 3 clusters Score -1.397546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108765 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -13975469.000000 Penalty: 5763.579102
	Iteration 74Q: 3 clusters Score -1.397547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108761 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -13975477.000000 Penalty: 5763.579102
	Iteration 75Q: 3 clusters Score -1.397548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108759 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -13975494.000000 Penalty: 5763.579102
	Iteration 76Q: 3 clusters Score -1.397549e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108753 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -13975505.000000 Penalty: 5763.579102
	Iteration 77Q: 3 clusters Score -1.39755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108747 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -13975504.000000 Penalty: 5763.579102
	Iteration 78Q: 3 clusters Score -1.39755e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108742 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -13975529.000000 Penalty: 5763.579102
	Iteration 79Q: 3 clusters Score -1.397553e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108743 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -13975536.000000 Penalty: 5763.579102
	Iteration 80F: 3 clusters Score -1.397554e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108743 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -13975540.000000 Penalty: 5763.579102
	Iteration 81Q: 3 clusters Score -1.397554e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108742 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -13975542.000000 Penalty: 5763.579102
	Iteration 82Q: 3 clusters Score -1.397554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108746 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -13975540.000000 Penalty: 5763.579102
	Iteration 83Q: 3 clusters Score -1.397554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108753 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -13975520.000000 Penalty: 5763.579102
	Iteration 84Q: 3 clusters Score -1.397552e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108763 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -13975525.000000 Penalty: 5763.579102
	Iteration 85Q: 3 clusters Score -1.397552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108769 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -13975524.000000 Penalty: 5763.579102
	Iteration 86Q: 3 clusters Score -1.397552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108774 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -13975524.000000 Penalty: 5763.579102
	Iteration 87Q: 3 clusters Score -1.397552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108776 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -13975517.000000 Penalty: 5763.579102
	Iteration 88Q: 3 clusters Score -1.397552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108774 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -13975521.000000 Penalty: 5763.579102
	Iteration 89Q: 3 clusters Score -1.397552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108777 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -13975517.000000 Penalty: 5763.579102
	Iteration 90Q: 3 clusters Score -1.397552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108780 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -13975534.000000 Penalty: 5763.579102
	Iteration 91Q: 3 clusters Score -1.397553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108784 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -13975530.000000 Penalty: 5763.579102
	Iteration 92Q: 3 clusters Score -1.397553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108785 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -13975530.000000 Penalty: 5763.579102
	Iteration 93Q: 3 clusters Score -1.397553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108784 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -13975525.000000 Penalty: 5763.579102
	Iteration 94Q: 3 clusters Score -1.397552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108784 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -13975525.000000 Penalty: 5763.579102
	Iteration 95F: 3 clusters Score -1.397552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Entering Unmasked Estep 
Score: -1952560.125000 Penalty: 2394.303467
	Iteration 0F: 2 clusters Score -1952560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1941293.750000 Penalty: 4788.606934
	Iteration 0F: 3 clusters Score -1941294 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1944859.125000 Penalty: 4788.606934
	Iteration 1F: 3 clusters Score -1944859 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1945247.250000 Penalty: 4788.606934
	Iteration 2F: 3 clusters Score -1945247 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1945541.500000 Penalty: 4788.606934
	Iteration 3Q: 3 clusters Score -1945542 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1945759.250000 Penalty: 4788.606934
	Iteration 4Q: 3 clusters Score -1945759 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1945949.625000 Penalty: 4788.606934
	Iteration 5Q: 3 clusters Score -1945950 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1946140.625000 Penalty: 4788.606934
	Iteration 6Q: 3 clusters Score -1946141 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1946319.750000 Penalty: 4788.606934
	Iteration 7Q: 3 clusters Score -1946320 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1946497.000000 Penalty: 4788.606934
	Iteration 8Q: 3 clusters Score -1946497 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1946695.750000 Penalty: 4788.606934
	Iteration 9Q: 3 clusters Score -1946696 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1946917.750000 Penalty: 4788.606934
	Iteration 10Q: 3 clusters Score -1946918 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1947144.250000 Penalty: 4788.606934
	Iteration 11Q: 3 clusters Score -1947144 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1947442.375000 Penalty: 4788.606934
	Iteration 12Q: 3 clusters Score -1947442 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1947768.500000 Penalty: 4788.606934
	Iteration 13Q: 3 clusters Score -1947768 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1948123.375000 Penalty: 4788.606934
	Iteration 14Q: 3 clusters Score -1948123 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1948471.000000 Penalty: 4788.606934
	Iteration 15Q: 3 clusters Score -1948471 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1948853.375000 Penalty: 4788.606934
	Iteration 16Q: 3 clusters Score -1948853 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1949236.875000 Penalty: 4788.606934
	Iteration 17Q: 3 clusters Score -1949237 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1949570.125000 Penalty: 4788.606934
	Iteration 18Q: 3 clusters Score -1949570 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1949882.250000 Penalty: 4788.606934
	Iteration 19Q: 3 clusters Score -1949882 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1950088.500000 Penalty: 4788.606934
	Iteration 20F: 3 clusters Score -1950088 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1950239.875000 Penalty: 4788.606934
	Iteration 21Q: 3 clusters Score -1950240 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1950366.000000 Penalty: 4788.606934
	Iteration 22Q: 3 clusters Score -1950366 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1950475.625000 Penalty: 4788.606934
	Iteration 23Q: 3 clusters Score -1950476 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1950563.125000 Penalty: 4788.606934
	Iteration 24Q: 3 clusters Score -1950563 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1950624.875000 Penalty: 4788.606934
	Iteration 25Q: 3 clusters Score -1950625 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1950665.250000 Penalty: 4788.606934
	Iteration 26Q: 3 clusters Score -1950665 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1950721.875000 Penalty: 4788.606934
	Iteration 27Q: 3 clusters Score -1950722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1950768.875000 Penalty: 4788.606934
	Iteration 28Q: 3 clusters Score -1950769 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1950795.750000 Penalty: 4788.606934
	Iteration 29Q: 3 clusters Score -1950796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1950815.500000 Penalty: 4788.606934
	Iteration 30Q: 3 clusters Score -1950816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1950819.875000 Penalty: 4788.606934
	Iteration 31Q: 3 clusters Score -1950820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1950823.750000 Penalty: 4788.606934
	Iteration 32Q: 3 clusters Score -1950824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1950823.000000 Penalty: 4788.606934
	Iteration 33Q: 3 clusters Score -1950823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1950824.125000 Penalty: 4788.606934
	Iteration 34Q: 3 clusters Score -1950824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1950823.375000 Penalty: 4788.606934
	Iteration 35Q: 3 clusters Score -1950823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1950824.625000 Penalty: 4788.606934
	Iteration 36Q: 3 clusters Score -1950825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1950828.125000 Penalty: 4788.606934
	Iteration 37Q: 3 clusters Score -1950828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1950829.250000 Penalty: 4788.606934
	Iteration 38Q: 3 clusters Score -1950829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1950830.625000 Penalty: 4788.606934
	Iteration 39Q: 3 clusters Score -1950831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1950832.875000 Penalty: 4788.606934
	Iteration 40F: 3 clusters Score -1950833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1950834.500000 Penalty: 4788.606934
	Iteration 41Q: 3 clusters Score -1950834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1950834.500000 Penalty: 4788.606934
	Iteration 42F: 3 clusters Score -1950834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -51231.648438 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -51231.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49828.410156 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -49828.41 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50146.578125 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -50146.58 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50289.578125 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -50289.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50435.449219 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -50435.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50584.613281 Penalty: 3096.142822
	Iteration 4F: 3 clusters Score -50584.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -50861.148438 Penalty: 3096.142822
	Iteration 5F: 3 clusters Score -50861.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -51060.890625 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -51060.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -51404.617188 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -51404.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51629.835938 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -51629.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51752.398438 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -51752.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51789.558594 Penalty: 3096.142822
	Iteration 10Q: 3 clusters Score -51789.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51802.265625 Penalty: 3096.142822
	Iteration 11Q: 3 clusters Score -51802.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51802.554688 Penalty: 3096.142822
	Iteration 12F: 3 clusters Score -51802.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51818.925781 Penalty: 3096.142822
	Iteration 13Q: 3 clusters Score -51818.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51818.925781 Penalty: 3096.142822
	Iteration 14F: 3 clusters Score -51818.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 111315 members 
Mstep: Class 4 contains 15591 members 
Mstep: Class 5 contains 281 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 16137 members 
Mstep: Class 8 contains 291202 members 
Mstep: Class 9 contains 58451 members 
Mstep: Class 10 contains 27241 members 
Mstep: Class 11 contains 4131 members 
Mstep: Class 12 contains 30295 members 
Mstep: Class 13 contains 13858 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 192889 members 
Mstep: Class 16 contains 77175 members 
Mstep: Class 17 contains 29998 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25141 members 
Mstep: Class 21 contains 3092 members 
Mstep: Class 22 contains 20613 members 
Mstep: Class 23 contains 10573 members 
Mstep: Class 24 contains 22906 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294208 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2793 members 
Mstep: Class 30 contains 5980 members 
Mstep: Class 31 contains 233 members 
Entering Unmasked Estep 
Score: -154596160.000000 Penalty: 108076.187500
Splitting cluster 5 changes total score from -154597824.000000 to -154596160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Entering Unmasked Estep 
Score: -479295.906250 Penalty: 2053.113037
	Iteration 0F: 2 clusters Score -479295.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -475448.343750 Penalty: 4106.226074
	Iteration 0F: 3 clusters Score -475448.3 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -476270.031250 Penalty: 4106.226074
	Iteration 1F: 3 clusters Score -476270 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -476439.937500 Penalty: 4106.226074
	Iteration 2F: 3 clusters Score -476439.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -476542.562500 Penalty: 4106.226074
	Iteration 3Q: 3 clusters Score -476542.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -476625.406250 Penalty: 4106.226074
	Iteration 4Q: 3 clusters Score -476625.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -476679.218750 Penalty: 4106.226074
	Iteration 5Q: 3 clusters Score -476679.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -476715.125000 Penalty: 4106.226074
	Iteration 6Q: 3 clusters Score -476715.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -476743.718750 Penalty: 4106.226074
	Iteration 7Q: 3 clusters Score -476743.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -476762.468750 Penalty: 4106.226074
	Iteration 8Q: 3 clusters Score -476762.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -476774.812500 Penalty: 4106.226074
	Iteration 9Q: 3 clusters Score -476774.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -476783.093750 Penalty: 4106.226074
	Iteration 10Q: 3 clusters Score -476783.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -476792.125000 Penalty: 4106.226074
	Iteration 11Q: 3 clusters Score -476792.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -476803.406250 Penalty: 4106.226074
	Iteration 12Q: 3 clusters Score -476803.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -476815.875000 Penalty: 4106.226074
	Iteration 13Q: 3 clusters Score -476815.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -476827.406250 Penalty: 4106.226074
	Iteration 14Q: 3 clusters Score -476827.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -476839.687500 Penalty: 4106.226074
	Iteration 15Q: 3 clusters Score -476839.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -476849.000000 Penalty: 4106.226074
	Iteration 16Q: 3 clusters Score -476849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -476857.593750 Penalty: 4106.226074
	Iteration 17Q: 3 clusters Score -476857.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -476864.656250 Penalty: 4106.226074
	Iteration 18Q: 3 clusters Score -476864.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -476875.281250 Penalty: 4106.226074
	Iteration 19Q: 3 clusters Score -476875.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -476886.343750 Penalty: 4106.226074
	Iteration 20F: 3 clusters Score -476886.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -476896.093750 Penalty: 4106.226074
	Iteration 21Q: 3 clusters Score -476896.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -476905.031250 Penalty: 4106.226074
	Iteration 22Q: 3 clusters Score -476905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -476913.437500 Penalty: 4106.226074
	Iteration 23Q: 3 clusters Score -476913.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -476920.062500 Penalty: 4106.226074
	Iteration 24Q: 3 clusters Score -476920.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -476926.750000 Penalty: 4106.226074
	Iteration 25Q: 3 clusters Score -476926.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -476937.281250 Penalty: 4106.226074
	Iteration 26Q: 3 clusters Score -476937.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -476950.125000 Penalty: 4106.226074
	Iteration 27Q: 3 clusters Score -476950.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -476964.531250 Penalty: 4106.226074
	Iteration 28Q: 3 clusters Score -476964.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -476976.812500 Penalty: 4106.226074
	Iteration 29Q: 3 clusters Score -476976.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -476988.125000 Penalty: 4106.226074
	Iteration 30Q: 3 clusters Score -476988.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -476995.093750 Penalty: 4106.226074
	Iteration 31Q: 3 clusters Score -476995.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -477004.156250 Penalty: 4106.226074
	Iteration 32Q: 3 clusters Score -477004.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -477014.312500 Penalty: 4106.226074
	Iteration 33Q: 3 clusters Score -477014.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -477021.375000 Penalty: 4106.226074
	Iteration 34Q: 3 clusters Score -477021.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -477027.906250 Penalty: 4106.226074
	Iteration 35Q: 3 clusters Score -477027.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -477035.906250 Penalty: 4106.226074
	Iteration 36Q: 3 clusters Score -477035.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -477049.031250 Penalty: 4106.226074
	Iteration 37Q: 3 clusters Score -477049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -477055.812500 Penalty: 4106.226074
	Iteration 38Q: 3 clusters Score -477055.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -477066.843750 Penalty: 4106.226074
	Iteration 39Q: 3 clusters Score -477066.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -477074.875000 Penalty: 4106.226074
	Iteration 40F: 3 clusters Score -477074.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -477082.593750 Penalty: 4106.226074
	Iteration 41Q: 3 clusters Score -477082.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -477092.593750 Penalty: 4106.226074
	Iteration 42Q: 3 clusters Score -477092.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -477106.687500 Penalty: 4106.226074
	Iteration 43Q: 3 clusters Score -477106.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -477116.937500 Penalty: 4106.226074
	Iteration 44Q: 3 clusters Score -477116.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -477128.343750 Penalty: 4106.226074
	Iteration 45Q: 3 clusters Score -477128.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -477144.031250 Penalty: 4106.226074
	Iteration 46Q: 3 clusters Score -477144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -477166.843750 Penalty: 4106.226074
	Iteration 47Q: 3 clusters Score -477166.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -477183.906250 Penalty: 4106.226074
	Iteration 48Q: 3 clusters Score -477183.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -477197.875000 Penalty: 4106.226074
	Iteration 49Q: 3 clusters Score -477197.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -477208.000000 Penalty: 4106.226074
	Iteration 50Q: 3 clusters Score -477208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -477217.093750 Penalty: 4106.226074
	Iteration 51Q: 3 clusters Score -477217.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -477222.218750 Penalty: 4106.226074
	Iteration 52Q: 3 clusters Score -477222.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -477226.937500 Penalty: 4106.226074
	Iteration 53Q: 3 clusters Score -477226.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -477232.281250 Penalty: 4106.226074
	Iteration 54Q: 3 clusters Score -477232.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -477237.750000 Penalty: 4106.226074
	Iteration 55Q: 3 clusters Score -477237.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -477244.375000 Penalty: 4106.226074
	Iteration 56Q: 3 clusters Score -477244.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -477250.062500 Penalty: 4106.226074
	Iteration 57Q: 3 clusters Score -477250.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -477256.187500 Penalty: 4106.226074
	Iteration 58Q: 3 clusters Score -477256.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -477265.656250 Penalty: 4106.226074
	Iteration 59Q: 3 clusters Score -477265.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -477272.062500 Penalty: 4106.226074
	Iteration 60F: 3 clusters Score -477272.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -477280.781250 Penalty: 4106.226074
	Iteration 61Q: 3 clusters Score -477280.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -477290.062500 Penalty: 4106.226074
	Iteration 62Q: 3 clusters Score -477290.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -477295.375000 Penalty: 4106.226074
	Iteration 63Q: 3 clusters Score -477295.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -477299.125000 Penalty: 4106.226074
	Iteration 64Q: 3 clusters Score -477299.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -477304.187500 Penalty: 4106.226074
	Iteration 65Q: 3 clusters Score -477304.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -477308.562500 Penalty: 4106.226074
	Iteration 66Q: 3 clusters Score -477308.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -477312.781250 Penalty: 4106.226074
	Iteration 67Q: 3 clusters Score -477312.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -477316.875000 Penalty: 4106.226074
	Iteration 68Q: 3 clusters Score -477316.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -477322.093750 Penalty: 4106.226074
	Iteration 69Q: 3 clusters Score -477322.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -477328.437500 Penalty: 4106.226074
	Iteration 70Q: 3 clusters Score -477328.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -477334.125000 Penalty: 4106.226074
	Iteration 71Q: 3 clusters Score -477334.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -477338.843750 Penalty: 4106.226074
	Iteration 72Q: 3 clusters Score -477338.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -477343.062500 Penalty: 4106.226074
	Iteration 73Q: 3 clusters Score -477343.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -477348.156250 Penalty: 4106.226074
	Iteration 74Q: 3 clusters Score -477348.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -477351.312500 Penalty: 4106.226074
	Iteration 75Q: 3 clusters Score -477351.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -477356.031250 Penalty: 4106.226074
	Iteration 76Q: 3 clusters Score -477356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -477359.187500 Penalty: 4106.226074
	Iteration 77Q: 3 clusters Score -477359.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -477359.937500 Penalty: 4106.226074
	Iteration 78Q: 3 clusters Score -477359.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -477362.500000 Penalty: 4106.226074
	Iteration 79Q: 3 clusters Score -477362.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -477363.343750 Penalty: 4106.226074
	Iteration 80F: 3 clusters Score -477363.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -477365.281250 Penalty: 4106.226074
	Iteration 81Q: 3 clusters Score -477365.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -477366.000000 Penalty: 4106.226074
	Iteration 82Q: 3 clusters Score -477366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -477368.406250 Penalty: 4106.226074
	Iteration 83Q: 3 clusters Score -477368.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -477368.656250 Penalty: 4106.226074
	Iteration 84Q: 3 clusters Score -477368.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -477371.656250 Penalty: 4106.226074
	Iteration 85Q: 3 clusters Score -477371.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -477372.968750 Penalty: 4106.226074
	Iteration 86Q: 3 clusters Score -477373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -477373.187500 Penalty: 4106.226074
	Iteration 87Q: 3 clusters Score -477373.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -477374.406250 Penalty: 4106.226074
	Iteration 88Q: 3 clusters Score -477374.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -477374.656250 Penalty: 4106.226074
	Iteration 89Q: 3 clusters Score -477374.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -477376.562500 Penalty: 4106.226074
	Iteration 90Q: 3 clusters Score -477376.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -477377.125000 Penalty: 4106.226074
	Iteration 91Q: 3 clusters Score -477377.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -477377.843750 Penalty: 4106.226074
	Iteration 92Q: 3 clusters Score -477377.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -477378.937500 Penalty: 4106.226074
	Iteration 93Q: 3 clusters Score -477378.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -477379.187500 Penalty: 4106.226074
	Iteration 94Q: 3 clusters Score -477379.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -477379.187500 Penalty: 4106.226074
	Iteration 95F: 3 clusters Score -477379.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Entering Unmasked Estep 
Score: -2017954.000000 Penalty: 2402.839844
	Iteration 0F: 2 clusters Score -2017954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2006387.625000 Penalty: 4805.679688
	Iteration 0F: 3 clusters Score -2006388 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2010146.750000 Penalty: 4805.679688
	Iteration 1F: 3 clusters Score -2010147 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2010492.875000 Penalty: 4805.679688
	Iteration 2F: 3 clusters Score -2010493 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2010754.250000 Penalty: 4805.679688
	Iteration 3Q: 3 clusters Score -2010754 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2010943.000000 Penalty: 4805.679688
	Iteration 4Q: 3 clusters Score -2010943 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2011113.500000 Penalty: 4805.679688
	Iteration 5Q: 3 clusters Score -2011114 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2011279.125000 Penalty: 4805.679688
	Iteration 6Q: 3 clusters Score -2011279 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2011448.625000 Penalty: 4805.679688
	Iteration 7Q: 3 clusters Score -2011449 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2011612.000000 Penalty: 4805.679688
	Iteration 8Q: 3 clusters Score -2011612 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2011804.375000 Penalty: 4805.679688
	Iteration 9Q: 3 clusters Score -2011804 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2011996.375000 Penalty: 4805.679688
	Iteration 10Q: 3 clusters Score -2011996 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2012173.750000 Penalty: 4805.679688
	Iteration 11Q: 3 clusters Score -2012174 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2012385.750000 Penalty: 4805.679688
	Iteration 12Q: 3 clusters Score -2012386 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2012654.500000 Penalty: 4805.679688
	Iteration 13Q: 3 clusters Score -2012654 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2012914.875000 Penalty: 4805.679688
	Iteration 14Q: 3 clusters Score -2012915 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2013224.625000 Penalty: 4805.679688
	Iteration 15Q: 3 clusters Score -2013225 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2013605.875000 Penalty: 4805.679688
	Iteration 16Q: 3 clusters Score -2013606 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2014016.250000 Penalty: 4805.679688
	Iteration 17Q: 3 clusters Score -2014016 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2014491.875000 Penalty: 4805.679688
	Iteration 18Q: 3 clusters Score -2014492 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2015048.625000 Penalty: 4805.679688
	Iteration 19Q: 3 clusters Score -2015049 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2015442.500000 Penalty: 4805.679688
	Iteration 20F: 3 clusters Score -2015442 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2015679.375000 Penalty: 4805.679688
	Iteration 21Q: 3 clusters Score -2015679 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2015804.500000 Penalty: 4805.679688
	Iteration 22Q: 3 clusters Score -2015804 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2015886.250000 Penalty: 4805.679688
	Iteration 23Q: 3 clusters Score -2015886 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2015933.375000 Penalty: 4805.679688
	Iteration 24Q: 3 clusters Score -2015933 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2015959.750000 Penalty: 4805.679688
	Iteration 25Q: 3 clusters Score -2015960 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2015974.750000 Penalty: 4805.679688
	Iteration 26Q: 3 clusters Score -2015975 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2015990.625000 Penalty: 4805.679688
	Iteration 27Q: 3 clusters Score -2015991 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2016000.125000 Penalty: 4805.679688
	Iteration 28Q: 3 clusters Score -2016000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2016008.750000 Penalty: 4805.679688
	Iteration 29Q: 3 clusters Score -2016009 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2016011.875000 Penalty: 4805.679688
	Iteration 30Q: 3 clusters Score -2016012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2016020.125000 Penalty: 4805.679688
	Iteration 31Q: 3 clusters Score -2016020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2016020.625000 Penalty: 4805.679688
	Iteration 32Q: 3 clusters Score -2016021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2016021.250000 Penalty: 4805.679688
	Iteration 33Q: 3 clusters Score -2016021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2016023.000000 Penalty: 4805.679688
	Iteration 34Q: 3 clusters Score -2016023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2016022.500000 Penalty: 4805.679688
	Iteration 35Q: 3 clusters Score -2016022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2016023.875000 Penalty: 4805.679688
	Iteration 36Q: 3 clusters Score -2016024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2016023.375000 Penalty: 4805.679688
	Iteration 37Q: 3 clusters Score -2016023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2016027.875000 Penalty: 4805.679688
	Iteration 38Q: 3 clusters Score -2016028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2016033.000000 Penalty: 4805.679688
	Iteration 39Q: 3 clusters Score -2016033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2016031.625000 Penalty: 4805.679688
	Iteration 40F: 3 clusters Score -2016032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2016034.250000 Penalty: 4805.679688
	Iteration 41Q: 3 clusters Score -2016034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2016044.500000 Penalty: 4805.679688
	Iteration 42Q: 3 clusters Score -2016044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2016046.375000 Penalty: 4805.679688
	Iteration 43Q: 3 clusters Score -2016046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2016051.125000 Penalty: 4805.679688
	Iteration 44Q: 3 clusters Score -2016051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2016052.000000 Penalty: 4805.679688
	Iteration 45Q: 3 clusters Score -2016052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2016059.500000 Penalty: 4805.679688
	Iteration 46Q: 3 clusters Score -2016060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2016060.500000 Penalty: 4805.679688
	Iteration 47Q: 3 clusters Score -2016060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2016068.750000 Penalty: 4805.679688
	Iteration 48Q: 3 clusters Score -2016069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2016063.500000 Penalty: 4805.679688
	Iteration 49Q: 3 clusters Score -2016064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2016065.000000 Penalty: 4805.679688
	Iteration 50Q: 3 clusters Score -2016065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2016066.000000 Penalty: 4805.679688
	Iteration 51Q: 3 clusters Score -2016066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2016064.125000 Penalty: 4805.679688
	Iteration 52Q: 3 clusters Score -2016064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2016065.375000 Penalty: 4805.679688
	Iteration 53Q: 3 clusters Score -2016065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2016064.625000 Penalty: 4805.679688
	Iteration 54Q: 3 clusters Score -2016065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2016070.000000 Penalty: 4805.679688
	Iteration 55Q: 3 clusters Score -2016070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2016068.000000 Penalty: 4805.679688
	Iteration 56Q: 3 clusters Score -2016068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2016066.000000 Penalty: 4805.679688
	Iteration 57Q: 3 clusters Score -2016066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2016069.000000 Penalty: 4805.679688
	Iteration 58Q: 3 clusters Score -2016069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2016070.375000 Penalty: 4805.679688
	Iteration 59Q: 3 clusters Score -2016070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2016071.000000 Penalty: 4805.679688
	Iteration 60F: 3 clusters Score -2016071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2016073.625000 Penalty: 4805.679688
	Iteration 61Q: 3 clusters Score -2016074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2016076.750000 Penalty: 4805.679688
	Iteration 62Q: 3 clusters Score -2016077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2016075.625000 Penalty: 4805.679688
	Iteration 63Q: 3 clusters Score -2016076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2016076.875000 Penalty: 4805.679688
	Iteration 64Q: 3 clusters Score -2016077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2016080.625000 Penalty: 4805.679688
	Iteration 65Q: 3 clusters Score -2016081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2016082.500000 Penalty: 4805.679688
	Iteration 66Q: 3 clusters Score -2016082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2016092.000000 Penalty: 4805.679688
	Iteration 67Q: 3 clusters Score -2016092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2016093.375000 Penalty: 4805.679688
	Iteration 68Q: 3 clusters Score -2016093 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2016097.125000 Penalty: 4805.679688
	Iteration 69Q: 3 clusters Score -2016097 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2016095.375000 Penalty: 4805.679688
	Iteration 70Q: 3 clusters Score -2016095 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2016115.125000 Penalty: 4805.679688
	Iteration 71Q: 3 clusters Score -2016115 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2016120.750000 Penalty: 4805.679688
	Iteration 72Q: 3 clusters Score -2016121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2016126.375000 Penalty: 4805.679688
	Iteration 73Q: 3 clusters Score -2016126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2016132.750000 Penalty: 4805.679688
	Iteration 74Q: 3 clusters Score -2016133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2016131.250000 Penalty: 4805.679688
	Iteration 75Q: 3 clusters Score -2016131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2016134.250000 Penalty: 4805.679688
	Iteration 76Q: 3 clusters Score -2016134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2016146.000000 Penalty: 4805.679688
	Iteration 77Q: 3 clusters Score -2016146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2016153.500000 Penalty: 4805.679688
	Iteration 78Q: 3 clusters Score -2016154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2016161.625000 Penalty: 4805.679688
	Iteration 79Q: 3 clusters Score -2016162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2016159.750000 Penalty: 4805.679688
	Iteration 80F: 3 clusters Score -2016160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2016166.625000 Penalty: 4805.679688
	Iteration 81Q: 3 clusters Score -2016167 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2016177.250000 Penalty: 4805.679688
	Iteration 82Q: 3 clusters Score -2016177 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2016177.500000 Penalty: 4805.679688
	Iteration 83Q: 3 clusters Score -2016178 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2016193.125000 Penalty: 4805.679688
	Iteration 84Q: 3 clusters Score -2016193 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2016204.875000 Penalty: 4805.679688
	Iteration 85Q: 3 clusters Score -2016205 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2016215.375000 Penalty: 4805.679688
	Iteration 86Q: 3 clusters Score -2016215 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2016220.500000 Penalty: 4805.679688
	Iteration 87Q: 3 clusters Score -2016220 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2016232.625000 Penalty: 4805.679688
	Iteration 88Q: 3 clusters Score -2016233 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2016239.875000 Penalty: 4805.679688
	Iteration 89Q: 3 clusters Score -2016240 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2016260.750000 Penalty: 4805.679688
	Iteration 90Q: 3 clusters Score -2016261 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2016277.875000 Penalty: 4805.679688
	Iteration 91Q: 3 clusters Score -2016278 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2016293.250000 Penalty: 4805.679688
	Iteration 92Q: 3 clusters Score -2016293 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2016305.625000 Penalty: 4805.679688
	Iteration 93Q: 3 clusters Score -2016306 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2016323.500000 Penalty: 4805.679688
	Iteration 94Q: 3 clusters Score -2016324 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2016332.125000 Penalty: 4805.679688
	Iteration 95Q: 3 clusters Score -2016332 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2016335.375000 Penalty: 4805.679688
	Iteration 96Q: 3 clusters Score -2016335 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2016344.750000 Penalty: 4805.679688
	Iteration 97Q: 3 clusters Score -2016345 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2016349.625000 Penalty: 4805.679688
	Iteration 98Q: 3 clusters Score -2016350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2016361.375000 Penalty: 4805.679688
	Iteration 99Q: 3 clusters Score -2016361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2016358.875000 Penalty: 4805.679688
	Iteration 100F: 3 clusters Score -2016359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2016359.125000 Penalty: 4805.679688
	Iteration 101Q: 3 clusters Score -2016359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2016360.125000 Penalty: 4805.679688
	Iteration 102Q: 3 clusters Score -2016360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2016365.000000 Penalty: 4805.679688
	Iteration 103Q: 3 clusters Score -2016365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2016371.125000 Penalty: 4805.679688
	Iteration 104Q: 3 clusters Score -2016371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2016366.125000 Penalty: 4805.679688
	Iteration 105Q: 3 clusters Score -2016366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2016367.125000 Penalty: 4805.679688
	Iteration 106Q: 3 clusters Score -2016367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2016369.000000 Penalty: 4805.679688
	Iteration 107Q: 3 clusters Score -2016369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2016372.750000 Penalty: 4805.679688
	Iteration 108Q: 3 clusters Score -2016373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2016373.000000 Penalty: 4805.679688
	Iteration 109Q: 3 clusters Score -2016373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2016370.000000 Penalty: 4805.679688
	Iteration 110Q: 3 clusters Score -2016370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2016372.875000 Penalty: 4805.679688
	Iteration 111Q: 3 clusters Score -2016373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2016372.875000 Penalty: 4805.679688
	Iteration 112F: 3 clusters Score -2016373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (291202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291202 members 
Entering Unmasked Estep 
Score: -36115616.000000 Penalty: 3120.279541
	Iteration 0F: 2 clusters Score -3.611562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145698 members 
Mstep: Class 2 contains 145504 members 
Entering Unmasked Estep 
Score: -35934616.000000 Penalty: 6240.559082
	Iteration 0F: 3 clusters Score -3.593462e+07 nChanged 140869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145917 members 
Mstep: Class 2 contains 145285 members 
Entering Unmasked Estep 
Score: -36019200.000000 Penalty: 6240.559082
	Iteration 1F: 3 clusters Score -3.60192e+07 nChanged 10828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145599 members 
Mstep: Class 2 contains 145603 members 
Entering Unmasked Estep 
Score: -36023216.000000 Penalty: 6240.559082
	Iteration 2Q: 3 clusters Score -3.602322e+07 nChanged 12997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144524 members 
Mstep: Class 2 contains 146678 members 
Entering Unmasked Estep 
Score: -36029180.000000 Penalty: 6240.559082
	Iteration 3Q: 3 clusters Score -3.602918e+07 nChanged 16079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142087 members 
Mstep: Class 2 contains 149115 members 
Entering Unmasked Estep 
Score: -36038720.000000 Penalty: 6240.559082
	Iteration 4F: 3 clusters Score -3.603872e+07 nChanged 19533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137266 members 
Mstep: Class 2 contains 153936 members 
Entering Unmasked Estep 
Score: -36052684.000000 Penalty: 6240.559082
	Iteration 5F: 3 clusters Score -3.605268e+07 nChanged 22433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130443 members 
Mstep: Class 2 contains 160759 members 
Entering Unmasked Estep 
Score: -36071040.000000 Penalty: 6240.559082
	Iteration 6F: 3 clusters Score -3.607104e+07 nChanged 21843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123226 members 
Mstep: Class 2 contains 167976 members 
Entering Unmasked Estep 
Score: -36088400.000000 Penalty: 6240.559082
	Iteration 7F: 3 clusters Score -3.60884e+07 nChanged 16630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117434 members 
Mstep: Class 2 contains 173768 members 
Entering Unmasked Estep 
Score: -36097932.000000 Penalty: 6240.559082
	Iteration 8F: 3 clusters Score -3.609793e+07 nChanged 10180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112506 members 
Mstep: Class 2 contains 178696 members 
Entering Unmasked Estep 
Score: -36102224.000000 Penalty: 6240.559082
	Iteration 9Q: 3 clusters Score -3.610222e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107775 members 
Mstep: Class 2 contains 183427 members 
Entering Unmasked Estep 
Score: -36105428.000000 Penalty: 6240.559082
	Iteration 10Q: 3 clusters Score -3.610543e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103227 members 
Mstep: Class 2 contains 187975 members 
Entering Unmasked Estep 
Score: -36108172.000000 Penalty: 6240.559082
	Iteration 11Q: 3 clusters Score -3.610817e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99108 members 
Mstep: Class 2 contains 192094 members 
Entering Unmasked Estep 
Score: -36110116.000000 Penalty: 6240.559082
	Iteration 12Q: 3 clusters Score -3.611012e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95280 members 
Mstep: Class 2 contains 195922 members 
Entering Unmasked Estep 
Score: -36111324.000000 Penalty: 6240.559082
	Iteration 13Q: 3 clusters Score -3.611132e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91668 members 
Mstep: Class 2 contains 199534 members 
Entering Unmasked Estep 
Score: -36112084.000000 Penalty: 6240.559082
	Iteration 14Q: 3 clusters Score -3.611208e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88070 members 
Mstep: Class 2 contains 203132 members 
Entering Unmasked Estep 
Score: -36112848.000000 Penalty: 6240.559082
	Iteration 15Q: 3 clusters Score -3.611285e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84415 members 
Mstep: Class 2 contains 206787 members 
Entering Unmasked Estep 
Score: -36113232.000000 Penalty: 6240.559082
	Iteration 16Q: 3 clusters Score -3.611323e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80625 members 
Mstep: Class 2 contains 210577 members 
Entering Unmasked Estep 
Score: -36113836.000000 Penalty: 6240.559082
	Iteration 17Q: 3 clusters Score -3.611384e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76571 members 
Mstep: Class 2 contains 214631 members 
Entering Unmasked Estep 
Score: -36114124.000000 Penalty: 6240.559082
	Iteration 18Q: 3 clusters Score -3.611412e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72487 members 
Mstep: Class 2 contains 218715 members 
Entering Unmasked Estep 
Score: -36114288.000000 Penalty: 6240.559082
	Iteration 19Q: 3 clusters Score -3.611429e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68285 members 
Mstep: Class 2 contains 222917 members 
Entering Unmasked Estep 
Score: -36114560.000000 Penalty: 6240.559082
	Iteration 20F: 3 clusters Score -3.611456e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63995 members 
Mstep: Class 2 contains 227207 members 
Entering Unmasked Estep 
Score: -36114796.000000 Penalty: 6240.559082
	Iteration 21Q: 3 clusters Score -3.61148e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59683 members 
Mstep: Class 2 contains 231519 members 
Entering Unmasked Estep 
Score: -36115148.000000 Penalty: 6240.559082
	Iteration 22Q: 3 clusters Score -3.611515e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 235666 members 
Entering Unmasked Estep 
Score: -36115452.000000 Penalty: 6240.559082
	Iteration 23Q: 3 clusters Score -3.611545e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 239860 members 
Entering Unmasked Estep 
Score: -36115740.000000 Penalty: 6240.559082
	Iteration 24Q: 3 clusters Score -3.611574e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 244312 members 
Entering Unmasked Estep 
Score: -36115980.000000 Penalty: 6240.559082
	Iteration 25Q: 3 clusters Score -3.611598e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 249014 members 
Entering Unmasked Estep 
Score: -36116172.000000 Penalty: 6240.559082
	Iteration 26Q: 3 clusters Score -3.611617e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 253896 members 
Entering Unmasked Estep 
Score: -36116476.000000 Penalty: 6240.559082
	Iteration 27Q: 3 clusters Score -3.611648e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 258769 members 
Entering Unmasked Estep 
Score: -36116916.000000 Penalty: 6240.559082
	Iteration 28Q: 3 clusters Score -3.611692e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 263330 members 
Entering Unmasked Estep 
Score: -36116864.000000 Penalty: 6240.559082
	Iteration 29Q: 3 clusters Score -3.611686e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 267573 members 
Entering Unmasked Estep 
Score: -36116800.000000 Penalty: 6240.559082
	Iteration 30Q: 3 clusters Score -3.61168e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 271334 members 
Entering Unmasked Estep 
Score: -36117008.000000 Penalty: 6240.559082
	Iteration 31Q: 3 clusters Score -3.611701e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 274511 members 
Entering Unmasked Estep 
Score: -36116956.000000 Penalty: 6240.559082
	Iteration 32Q: 3 clusters Score -3.611696e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 277106 members 
Entering Unmasked Estep 
Score: -36116564.000000 Penalty: 6240.559082
	Iteration 33Q: 3 clusters Score -3.611656e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 279229 members 
Entering Unmasked Estep 
Score: -36116284.000000 Penalty: 6240.559082
	Iteration 34Q: 3 clusters Score -3.611628e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 280932 members 
Entering Unmasked Estep 
Score: -36115892.000000 Penalty: 6240.559082
	Iteration 35Q: 3 clusters Score -3.611589e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 282173 members 
Entering Unmasked Estep 
Score: -36115688.000000 Penalty: 6240.559082
	Iteration 36Q: 3 clusters Score -3.611569e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 283036 members 
Entering Unmasked Estep 
Score: -36115560.000000 Penalty: 6240.559082
	Iteration 37Q: 3 clusters Score -3.611556e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 283600 members 
Entering Unmasked Estep 
Score: -36115536.000000 Penalty: 6240.559082
	Iteration 38Q: 3 clusters Score -3.611554e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 284008 members 
Entering Unmasked Estep 
Score: -36115432.000000 Penalty: 6240.559082
	Iteration 39Q: 3 clusters Score -3.611543e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 284284 members 
Entering Unmasked Estep 
Score: -36115900.000000 Penalty: 6240.559082
	Iteration 40F: 3 clusters Score -3.61159e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 285418 members 
Entering Unmasked Estep 
Score: -36115584.000000 Penalty: 6240.559082
	Iteration 41Q: 3 clusters Score -3.611558e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 286268 members 
Entering Unmasked Estep 
Score: -36115408.000000 Penalty: 6240.559082
	Iteration 42Q: 3 clusters Score -3.611541e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 286924 members 
Entering Unmasked Estep 
Score: -36115296.000000 Penalty: 6240.559082
	Iteration 43Q: 3 clusters Score -3.61153e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 287420 members 
Entering Unmasked Estep 
Score: -36115064.000000 Penalty: 6240.559082
	Iteration 44Q: 3 clusters Score -3.611506e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 287832 members 
Entering Unmasked Estep 
Score: -36114876.000000 Penalty: 6240.559082
	Iteration 45Q: 3 clusters Score -3.611488e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 288160 members 
Entering Unmasked Estep 
Score: -36114680.000000 Penalty: 6240.559082
	Iteration 46Q: 3 clusters Score -3.611468e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 288407 members 
Entering Unmasked Estep 
Score: -36114552.000000 Penalty: 6240.559082
	Iteration 47Q: 3 clusters Score -3.611455e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 288610 members 
Entering Unmasked Estep 
Score: -36114528.000000 Penalty: 6240.559082
	Iteration 48Q: 3 clusters Score -3.611453e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 288750 members 
Entering Unmasked Estep 
Score: -36114480.000000 Penalty: 6240.559082
	Iteration 49Q: 3 clusters Score -3.611448e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 288858 members 
Entering Unmasked Estep 
Score: -36114380.000000 Penalty: 6240.559082
	Iteration 50Q: 3 clusters Score -3.611438e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 288948 members 
Entering Unmasked Estep 
Score: -36114408.000000 Penalty: 6240.559082
	Iteration 51Q: 3 clusters Score -3.611441e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 289027 members 
Entering Unmasked Estep 
Score: -36114376.000000 Penalty: 6240.559082
	Iteration 52Q: 3 clusters Score -3.611438e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 289088 members 
Entering Unmasked Estep 
Score: -36114336.000000 Penalty: 6240.559082
	Iteration 53Q: 3 clusters Score -3.611434e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 289139 members 
Entering Unmasked Estep 
Score: -36114320.000000 Penalty: 6240.559082
	Iteration 54Q: 3 clusters Score -3.611432e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 289185 members 
Entering Unmasked Estep 
Score: -36114340.000000 Penalty: 6240.559082
	Iteration 55Q: 3 clusters Score -3.611434e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 289226 members 
Entering Unmasked Estep 
Score: -36114376.000000 Penalty: 6240.559082
	Iteration 56Q: 3 clusters Score -3.611438e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 289262 members 
Entering Unmasked Estep 
Score: -36114316.000000 Penalty: 6240.559082
	Iteration 57Q: 3 clusters Score -3.611432e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 289287 members 
Entering Unmasked Estep 
Score: -36114316.000000 Penalty: 6240.559082
	Iteration 58Q: 3 clusters Score -3.611432e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 289319 members 
Entering Unmasked Estep 
Score: -36114272.000000 Penalty: 6240.559082
	Iteration 59Q: 3 clusters Score -3.611427e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 289350 members 
Entering Unmasked Estep 
Score: -36114236.000000 Penalty: 6240.559082
	Iteration 60F: 3 clusters Score -3.611424e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 289383 members 
Entering Unmasked Estep 
Score: -36114212.000000 Penalty: 6240.559082
	Iteration 61Q: 3 clusters Score -3.611421e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 289406 members 
Entering Unmasked Estep 
Score: -36114216.000000 Penalty: 6240.559082
	Iteration 62Q: 3 clusters Score -3.611422e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 289427 members 
Entering Unmasked Estep 
Score: -36114192.000000 Penalty: 6240.559082
	Iteration 63Q: 3 clusters Score -3.611419e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 289448 members 
Entering Unmasked Estep 
Score: -36114172.000000 Penalty: 6240.559082
	Iteration 64Q: 3 clusters Score -3.611417e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 289470 members 
Entering Unmasked Estep 
Score: -36114152.000000 Penalty: 6240.559082
	Iteration 65Q: 3 clusters Score -3.611415e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 289486 members 
Entering Unmasked Estep 
Score: -36114184.000000 Penalty: 6240.559082
	Iteration 66Q: 3 clusters Score -3.611418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 289496 members 
Entering Unmasked Estep 
Score: -36114180.000000 Penalty: 6240.559082
	Iteration 67Q: 3 clusters Score -3.611418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 289507 members 
Entering Unmasked Estep 
Score: -36114140.000000 Penalty: 6240.559082
	Iteration 68Q: 3 clusters Score -3.611414e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 289518 members 
Entering Unmasked Estep 
Score: -36114124.000000 Penalty: 6240.559082
	Iteration 69Q: 3 clusters Score -3.611412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 289529 members 
Entering Unmasked Estep 
Score: -36114112.000000 Penalty: 6240.559082
	Iteration 70Q: 3 clusters Score -3.611411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 289544 members 
Entering Unmasked Estep 
Score: -36114144.000000 Penalty: 6240.559082
	Iteration 71Q: 3 clusters Score -3.611414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 289557 members 
Entering Unmasked Estep 
Score: -36114120.000000 Penalty: 6240.559082
	Iteration 72Q: 3 clusters Score -3.611412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 289563 members 
Entering Unmasked Estep 
Score: -36114132.000000 Penalty: 6240.559082
	Iteration 73Q: 3 clusters Score -3.611413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 289568 members 
Entering Unmasked Estep 
Score: -36114132.000000 Penalty: 6240.559082
	Iteration 74Q: 3 clusters Score -3.611413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 289568 members 
Entering Unmasked Estep 
Score: -36114140.000000 Penalty: 6240.559082
	Iteration 75Q: 3 clusters Score -3.611414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 289571 members 
Entering Unmasked Estep 
Score: -36114116.000000 Penalty: 6240.559082
	Iteration 76Q: 3 clusters Score -3.611412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 289576 members 
Entering Unmasked Estep 
Score: -36114112.000000 Penalty: 6240.559082
	Iteration 77Q: 3 clusters Score -3.611411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 289578 members 
Entering Unmasked Estep 
Score: -36114108.000000 Penalty: 6240.559082
	Iteration 78Q: 3 clusters Score -3.611411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 289580 members 
Entering Unmasked Estep 
Score: -36114096.000000 Penalty: 6240.559082
	Iteration 79Q: 3 clusters Score -3.61141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 289582 members 
Entering Unmasked Estep 
Score: -36114104.000000 Penalty: 6240.559082
	Iteration 80F: 3 clusters Score -3.61141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (58451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Entering Unmasked Estep 
Score: -7346257.000000 Penalty: 2722.034180
	Iteration 0F: 2 clusters Score -7346257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -7307086.000000 Penalty: 5444.068359
	Iteration 0F: 3 clusters Score -7307086 nChanged 27107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -7322119.500000 Penalty: 5444.068359
	Iteration 1F: 3 clusters Score -7322120 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -7322715.500000 Penalty: 5444.068359
	Iteration 2Q: 3 clusters Score -7322716 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -7323390.500000 Penalty: 5444.068359
	Iteration 3Q: 3 clusters Score -7323390 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -7324136.000000 Penalty: 5444.068359
	Iteration 4Q: 3 clusters Score -7324136 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -7325151.000000 Penalty: 5444.068359
	Iteration 5Q: 3 clusters Score -7325151 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -7326516.500000 Penalty: 5444.068359
	Iteration 6Q: 3 clusters Score -7326516 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -7328297.000000 Penalty: 5444.068359
	Iteration 7F: 3 clusters Score -7328297 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -7330694.500000 Penalty: 5444.068359
	Iteration 8F: 3 clusters Score -7330694 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -7333410.500000 Penalty: 5444.068359
	Iteration 9F: 3 clusters Score -7333410 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -7336058.000000 Penalty: 5444.068359
	Iteration 10F: 3 clusters Score -7336058 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 50997 members 
Entering Unmasked Estep 
Score: -7338537.000000 Penalty: 5444.068359
	Iteration 11Q: 3 clusters Score -7338537 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -7340352.500000 Penalty: 5444.068359
	Iteration 12Q: 3 clusters Score -7340352 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -7341592.000000 Penalty: 5444.068359
	Iteration 13Q: 3 clusters Score -7341592 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 55834 members 
Entering Unmasked Estep 
Score: -7342411.000000 Penalty: 5444.068359
	Iteration 14Q: 3 clusters Score -7342411 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -7342900.500000 Penalty: 5444.068359
	Iteration 15Q: 3 clusters Score -7342900 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 56893 members 
Entering Unmasked Estep 
Score: -7343227.500000 Penalty: 5444.068359
	Iteration 16Q: 3 clusters Score -7343228 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 57171 members 
Entering Unmasked Estep 
Score: -7343420.000000 Penalty: 5444.068359
	Iteration 17Q: 3 clusters Score -7343420 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -7343583.000000 Penalty: 5444.068359
	Iteration 18Q: 3 clusters Score -7343583 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 57491 members 
Entering Unmasked Estep 
Score: -7343683.000000 Penalty: 5444.068359
	Iteration 19Q: 3 clusters Score -7343683 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 57584 members 
Entering Unmasked Estep 
Score: -7343752.500000 Penalty: 5444.068359
	Iteration 20F: 3 clusters Score -7343752 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -7343825.000000 Penalty: 5444.068359
	Iteration 21Q: 3 clusters Score -7343825 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -7343868.500000 Penalty: 5444.068359
	Iteration 22Q: 3 clusters Score -7343868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 57751 members 
Entering Unmasked Estep 
Score: -7343917.000000 Penalty: 5444.068359
	Iteration 23Q: 3 clusters Score -7343917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -7343926.000000 Penalty: 5444.068359
	Iteration 24Q: 3 clusters Score -7343926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 57786 members 
Entering Unmasked Estep 
Score: -7343947.500000 Penalty: 5444.068359
	Iteration 25Q: 3 clusters Score -7343948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -7343979.000000 Penalty: 5444.068359
	Iteration 26Q: 3 clusters Score -7343979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 57825 members 
Entering Unmasked Estep 
Score: -7343982.500000 Penalty: 5444.068359
	Iteration 27Q: 3 clusters Score -7343982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -7343996.000000 Penalty: 5444.068359
	Iteration 28Q: 3 clusters Score -7343996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 57860 members 
Entering Unmasked Estep 
Score: -7344013.000000 Penalty: 5444.068359
	Iteration 29Q: 3 clusters Score -7344013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 57867 members 
Entering Unmasked Estep 
Score: -7344022.500000 Penalty: 5444.068359
	Iteration 30Q: 3 clusters Score -7344022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 57876 members 
Entering Unmasked Estep 
Score: -7344038.000000 Penalty: 5444.068359
	Iteration 31Q: 3 clusters Score -7344038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 57881 members 
Entering Unmasked Estep 
Score: -7344040.000000 Penalty: 5444.068359
	Iteration 32Q: 3 clusters Score -7344040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 57885 members 
Entering Unmasked Estep 
Score: -7344039.500000 Penalty: 5444.068359
	Iteration 33Q: 3 clusters Score -7344040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 57886 members 
Entering Unmasked Estep 
Score: -7344042.500000 Penalty: 5444.068359
	Iteration 34Q: 3 clusters Score -7344042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -7344042.000000 Penalty: 5444.068359
	Iteration 35Q: 3 clusters Score -7344042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -7344049.500000 Penalty: 5444.068359
	Iteration 36Q: 3 clusters Score -7344050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -7344046.000000 Penalty: 5444.068359
	Iteration 37Q: 3 clusters Score -7344046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -7344045.000000 Penalty: 5444.068359
	Iteration 38Q: 3 clusters Score -7344045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -7344047.000000 Penalty: 5444.068359
	Iteration 39Q: 3 clusters Score -7344047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -7344043.000000 Penalty: 5444.068359
	Iteration 40F: 3 clusters Score -7344043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 57891 members 
Entering Unmasked Estep 
Score: -7344044.500000 Penalty: 5444.068359
	Iteration 41Q: 3 clusters Score -7344044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 57891 members 
Entering Unmasked Estep 
Score: -7344049.000000 Penalty: 5444.068359
	Iteration 42Q: 3 clusters Score -7344049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 57890 members 
Entering Unmasked Estep 
Score: -7344049.500000 Penalty: 5444.068359
	Iteration 43Q: 3 clusters Score -7344050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 57891 members 
Entering Unmasked Estep 
Score: -7344052.000000 Penalty: 5444.068359
	Iteration 44Q: 3 clusters Score -7344052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -7344051.500000 Penalty: 5444.068359
	Iteration 45Q: 3 clusters Score -7344052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 57893 members 
Entering Unmasked Estep 
Score: -7344055.000000 Penalty: 5444.068359
	Iteration 46Q: 3 clusters Score -7344055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 57893 members 
Entering Unmasked Estep 
Score: -7344055.000000 Penalty: 5444.068359
	Iteration 47F: 3 clusters Score -7344055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Entering Unmasked Estep 
Score: -3021687.500000 Penalty: 2532.694824
	Iteration 0F: 2 clusters Score -3021688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3002974.500000 Penalty: 5065.389648
	Iteration 0F: 3 clusters Score -3002974 nChanged 12199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3009939.500000 Penalty: 5065.389648
	Iteration 1F: 3 clusters Score -3009940 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3010808.000000 Penalty: 5065.389648
	Iteration 2F: 3 clusters Score -3010808 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3011650.750000 Penalty: 5065.389648
	Iteration 3F: 3 clusters Score -3011651 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -3012436.750000 Penalty: 5065.389648
	Iteration 4F: 3 clusters Score -3012437 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -3013226.500000 Penalty: 5065.389648
	Iteration 5F: 3 clusters Score -3013226 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -3014060.000000 Penalty: 5065.389648
	Iteration 6F: 3 clusters Score -3014060 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -3014895.000000 Penalty: 5065.389648
	Iteration 7F: 3 clusters Score -3014895 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3015675.750000 Penalty: 5065.389648
	Iteration 8Q: 3 clusters Score -3015676 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -3016432.500000 Penalty: 5065.389648
	Iteration 9Q: 3 clusters Score -3016432 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3017026.250000 Penalty: 5065.389648
	Iteration 10Q: 3 clusters Score -3017026 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -3017479.250000 Penalty: 5065.389648
	Iteration 11Q: 3 clusters Score -3017479 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -3017841.000000 Penalty: 5065.389648
	Iteration 12Q: 3 clusters Score -3017841 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -3018098.250000 Penalty: 5065.389648
	Iteration 13Q: 3 clusters Score -3018098 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -3018286.750000 Penalty: 5065.389648
	Iteration 14Q: 3 clusters Score -3018287 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3018476.000000 Penalty: 5065.389648
	Iteration 15Q: 3 clusters Score -3018476 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -3018626.750000 Penalty: 5065.389648
	Iteration 16Q: 3 clusters Score -3018627 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -3018754.250000 Penalty: 5065.389648
	Iteration 17Q: 3 clusters Score -3018754 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -3018859.000000 Penalty: 5065.389648
	Iteration 18Q: 3 clusters Score -3018859 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -3018964.750000 Penalty: 5065.389648
	Iteration 19Q: 3 clusters Score -3018965 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -3019069.500000 Penalty: 5065.389648
	Iteration 20F: 3 clusters Score -3019070 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -3019152.750000 Penalty: 5065.389648
	Iteration 21Q: 3 clusters Score -3019153 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -3019240.250000 Penalty: 5065.389648
	Iteration 22Q: 3 clusters Score -3019240 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -3019301.750000 Penalty: 5065.389648
	Iteration 23Q: 3 clusters Score -3019302 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -3019360.000000 Penalty: 5065.389648
	Iteration 24Q: 3 clusters Score -3019360 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -3019421.750000 Penalty: 5065.389648
	Iteration 25Q: 3 clusters Score -3019422 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3019468 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3019513 nChanged 186
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Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3019533 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3019559 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3019584 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3019606 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3019635 nChanged 132
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Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3019654 nChanged 128
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Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3019658 nChanged 124
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Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3019680 nChanged 123
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Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3019701 nChanged 131
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Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3019734 nChanged 126
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Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3019750 nChanged 114
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Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3019773 nChanged 120
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Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3019792 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3019801 nChanged 129
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Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3019810 nChanged 120
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Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3019824 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3019848 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3019866 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -3019897.000000 Penalty: 5065.389648
	Iteration 46Q: 3 clusters Score -3019897 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3019910 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3019933 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3019958 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3019964 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3019972 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3019985 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3020005 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3020015 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3020035 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3020055 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3020069 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3020082 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3020100 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3020113 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3020136 nChanged 103
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Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3020150 nChanged 78
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Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3020157 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3020181 nChanged 86
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Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3020178 nChanged 92
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Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3020196 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3020208 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3020235 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -3020270.500000 Penalty: 5065.389648
	Iteration 69Q: 3 clusters Score -3020270 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3020297 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3020332 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3020351 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3020375 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -3020406.000000 Penalty: 5065.389648
	Iteration 74Q: 3 clusters Score -3020406 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3020440 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3020450 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -3020476.500000 Penalty: 5065.389648
	Iteration 77Q: 3 clusters Score -3020476 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3020480 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3020496 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -3020513.250000 Penalty: 5065.389648
	Iteration 80F: 3 clusters Score -3020513 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -3020515.000000 Penalty: 5065.389648
	Iteration 81Q: 3 clusters Score -3020515 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -3020522.000000 Penalty: 5065.389648
	Iteration 82Q: 3 clusters Score -3020522 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -3020541.000000 Penalty: 5065.389648
	Iteration 83Q: 3 clusters Score -3020541 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -3020551.250000 Penalty: 5065.389648
	Iteration 84Q: 3 clusters Score -3020551 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -3020570.000000 Penalty: 5065.389648
	Iteration 85Q: 3 clusters Score -3020570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -3020576.750000 Penalty: 5065.389648
	Iteration 86Q: 3 clusters Score -3020577 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -3020586.250000 Penalty: 5065.389648
	Iteration 87Q: 3 clusters Score -3020586 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3020587 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -3020597.000000 Penalty: 5065.389648
	Iteration 89Q: 3 clusters Score -3020597 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -3020605.000000 Penalty: 5065.389648
	Iteration 90Q: 3 clusters Score -3020605 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3020607 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -3020616.750000 Penalty: 5065.389648
	Iteration 92Q: 3 clusters Score -3020617 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3020626.250000 Penalty: 5065.389648
	Iteration 93Q: 3 clusters Score -3020626 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -3020633.500000 Penalty: 5065.389648
	Iteration 94Q: 3 clusters Score -3020634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -3020631.750000 Penalty: 5065.389648
	Iteration 95Q: 3 clusters Score -3020632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -3020638.250000 Penalty: 5065.389648
	Iteration 96Q: 3 clusters Score -3020638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3020641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3020656.000000 Penalty: 5065.389648
	Iteration 98Q: 3 clusters Score -3020656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3020654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -3020656.750000 Penalty: 5065.389648
	Iteration 100F: 3 clusters Score -3020657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -3020659.250000 Penalty: 5065.389648
	Iteration 101Q: 3 clusters Score -3020659 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -3020666.000000 Penalty: 5065.389648
	Iteration 102Q: 3 clusters Score -3020666 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -3020673.500000 Penalty: 5065.389648
	Iteration 103Q: 3 clusters Score -3020674 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -3020671.000000 Penalty: 5065.389648
	Iteration 104Q: 3 clusters Score -3020671 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3020673 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3020678 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3020680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3020680 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3020680 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -3020677.750000 Penalty: 5065.389648
	Iteration 110Q: 3 clusters Score -3020678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -3020680.750000 Penalty: 5065.389648
	Iteration 111Q: 3 clusters Score -3020681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -3020682.750000 Penalty: 5065.389648
	Iteration 112Q: 3 clusters Score -3020683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -3020678.000000 Penalty: 5065.389648
	Iteration 113Q: 3 clusters Score -3020678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -3020679.000000 Penalty: 5065.389648
	Iteration 114Q: 3 clusters Score -3020679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -3020681.250000 Penalty: 5065.389648
	Iteration 115Q: 3 clusters Score -3020681 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3020682 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2720 members 
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Entering Unmasked Estep 
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	Iteration 117F: 3 clusters Score -3020682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4131 members 
Entering Unmasked Estep 
Score: -482205.781250 Penalty: 2064.916260
	Iteration 0F: 2 clusters Score -482205.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -478243.812500 Penalty: 4129.832520
	Iteration 0F: 3 clusters Score -478243.8 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -479188.875000 Penalty: 4129.832520
	Iteration 1F: 3 clusters Score -479188.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -479409.593750 Penalty: 4129.832520
	Iteration 2F: 3 clusters Score -479409.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -479556.375000 Penalty: 4129.832520
	Iteration 3F: 3 clusters Score -479556.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -479697.562500 Penalty: 4129.832520
	Iteration 4Q: 3 clusters Score -479697.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -479823.593750 Penalty: 4129.832520
	Iteration 5Q: 3 clusters Score -479823.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -479937.812500 Penalty: 4129.832520
	Iteration 6Q: 3 clusters Score -479937.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -480043.343750 Penalty: 4129.832520
	Iteration 7Q: 3 clusters Score -480043.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -480129.062500 Penalty: 4129.832520
	Iteration 8Q: 3 clusters Score -480129.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -480203.375000 Penalty: 4129.832520
	Iteration 9Q: 3 clusters Score -480203.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -480266.687500 Penalty: 4129.832520
	Iteration 10Q: 3 clusters Score -480266.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -480329.625000 Penalty: 4129.832520
	Iteration 11Q: 3 clusters Score -480329.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -480388.750000 Penalty: 4129.832520
	Iteration 12Q: 3 clusters Score -480388.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -480438.093750 Penalty: 4129.832520
	Iteration 13Q: 3 clusters Score -480438.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -480491.343750 Penalty: 4129.832520
	Iteration 14Q: 3 clusters Score -480491.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -480537.500000 Penalty: 4129.832520
	Iteration 15Q: 3 clusters Score -480537.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -480586.468750 Penalty: 4129.832520
	Iteration 16Q: 3 clusters Score -480586.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -480630.062500 Penalty: 4129.832520
	Iteration 17Q: 3 clusters Score -480630.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -480670.375000 Penalty: 4129.832520
	Iteration 18Q: 3 clusters Score -480670.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -480711.781250 Penalty: 4129.832520
	Iteration 19Q: 3 clusters Score -480711.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -480757.937500 Penalty: 4129.832520
	Iteration 20F: 3 clusters Score -480757.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -480795.968750 Penalty: 4129.832520
	Iteration 21Q: 3 clusters Score -480796 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -480845.468750 Penalty: 4129.832520
	Iteration 22Q: 3 clusters Score -480845.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -480890.625000 Penalty: 4129.832520
	Iteration 23Q: 3 clusters Score -480890.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -480932.500000 Penalty: 4129.832520
	Iteration 24Q: 3 clusters Score -480932.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -480963.125000 Penalty: 4129.832520
	Iteration 25Q: 3 clusters Score -480963.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -480983.343750 Penalty: 4129.832520
	Iteration 26Q: 3 clusters Score -480983.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -481009.437500 Penalty: 4129.832520
	Iteration 27Q: 3 clusters Score -481009.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -481033.406250 Penalty: 4129.832520
	Iteration 28Q: 3 clusters Score -481033.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -481059.031250 Penalty: 4129.832520
	Iteration 29Q: 3 clusters Score -481059 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -481080.656250 Penalty: 4129.832520
	Iteration 30Q: 3 clusters Score -481080.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -481108.000000 Penalty: 4129.832520
	Iteration 31Q: 3 clusters Score -481108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -481122.937500 Penalty: 4129.832520
	Iteration 32Q: 3 clusters Score -481122.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -481139.468750 Penalty: 4129.832520
	Iteration 33Q: 3 clusters Score -481139.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -481147.312500 Penalty: 4129.832520
	Iteration 34Q: 3 clusters Score -481147.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -481152.218750 Penalty: 4129.832520
	Iteration 35Q: 3 clusters Score -481152.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -481155.750000 Penalty: 4129.832520
	Iteration 36Q: 3 clusters Score -481155.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -481158.250000 Penalty: 4129.832520
	Iteration 37Q: 3 clusters Score -481158.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -481161.718750 Penalty: 4129.832520
	Iteration 38Q: 3 clusters Score -481161.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -481166.125000 Penalty: 4129.832520
	Iteration 39Q: 3 clusters Score -481166.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -481170.656250 Penalty: 4129.832520
	Iteration 40F: 3 clusters Score -481170.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -481170.718750 Penalty: 4129.832520
	Iteration 41Q: 3 clusters Score -481170.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -481170.718750 Penalty: 4129.832520
	Iteration 42F: 3 clusters Score -481170.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Entering Unmasked Estep 
Score: -3699891.750000 Penalty: 2559.047119
	Iteration 0F: 2 clusters Score -3699892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -3679132.000000 Penalty: 5118.094238
	Iteration 0F: 3 clusters Score -3679132 nChanged 13635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -3686619.500000 Penalty: 5118.094238
	Iteration 1F: 3 clusters Score -3686620 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -3687152.000000 Penalty: 5118.094238
	Iteration 2Q: 3 clusters Score -3687152 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -3687649.750000 Penalty: 5118.094238
	Iteration 3Q: 3 clusters Score -3687650 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -3688224.000000 Penalty: 5118.094238
	Iteration 4Q: 3 clusters Score -3688224 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -3688978.250000 Penalty: 5118.094238
	Iteration 5Q: 3 clusters Score -3688978 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -3690060.250000 Penalty: 5118.094238
	Iteration 6F: 3 clusters Score -3690060 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -3691545.750000 Penalty: 5118.094238
	Iteration 7F: 3 clusters Score -3691546 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -3693407.250000 Penalty: 5118.094238
	Iteration 8F: 3 clusters Score -3693407 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -3695205.000000 Penalty: 5118.094238
	Iteration 9F: 3 clusters Score -3695205 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -3696473.500000 Penalty: 5118.094238
	Iteration 10Q: 3 clusters Score -3696474 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -3697107.500000 Penalty: 5118.094238
	Iteration 11Q: 3 clusters Score -3697108 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -3697371.250000 Penalty: 5118.094238
	Iteration 12Q: 3 clusters Score -3697371 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -3697491.000000 Penalty: 5118.094238
	Iteration 13Q: 3 clusters Score -3697491 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -3697552.750000 Penalty: 5118.094238
	Iteration 14Q: 3 clusters Score -3697553 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -3697592.500000 Penalty: 5118.094238
	Iteration 15Q: 3 clusters Score -3697592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -3697612.250000 Penalty: 5118.094238
	Iteration 16Q: 3 clusters Score -3697612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -3697620.000000 Penalty: 5118.094238
	Iteration 17Q: 3 clusters Score -3697620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -3697628.000000 Penalty: 5118.094238
	Iteration 18Q: 3 clusters Score -3697628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -3697631.500000 Penalty: 5118.094238
	Iteration 19Q: 3 clusters Score -3697632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -3697636.250000 Penalty: 5118.094238
	Iteration 20F: 3 clusters Score -3697636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -3697638.250000 Penalty: 5118.094238
	Iteration 21Q: 3 clusters Score -3697638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -3697638.250000 Penalty: 5118.094238
	Iteration 22F: 3 clusters Score -3697638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Entering Unmasked Estep 
Score: -1655538.625000 Penalty: 2365.081299
	Iteration 0F: 2 clusters Score -1655539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1645539.375000 Penalty: 4730.162598
	Iteration 0F: 3 clusters Score -1645539 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1648857.500000 Penalty: 4730.162598
	Iteration 1F: 3 clusters Score -1648858 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1649317.250000 Penalty: 4730.162598
	Iteration 2F: 3 clusters Score -1649317 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1649677.500000 Penalty: 4730.162598
	Iteration 3F: 3 clusters Score -1649678 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1650025.875000 Penalty: 4730.162598
	Iteration 4Q: 3 clusters Score -1650026 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1650389.000000 Penalty: 4730.162598
	Iteration 5Q: 3 clusters Score -1650389 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1650789.375000 Penalty: 4730.162598
	Iteration 6Q: 3 clusters Score -1650789 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1651196.875000 Penalty: 4730.162598
	Iteration 7Q: 3 clusters Score -1651197 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1651610.750000 Penalty: 4730.162598
	Iteration 8Q: 3 clusters Score -1651611 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1652007.750000 Penalty: 4730.162598
	Iteration 9Q: 3 clusters Score -1652008 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1652394.625000 Penalty: 4730.162598
	Iteration 10Q: 3 clusters Score -1652395 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1652731.250000 Penalty: 4730.162598
	Iteration 11Q: 3 clusters Score -1652731 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1652998.000000 Penalty: 4730.162598
	Iteration 12Q: 3 clusters Score -1652998 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1653211.500000 Penalty: 4730.162598
	Iteration 13Q: 3 clusters Score -1653212 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1653335.000000 Penalty: 4730.162598
	Iteration 14Q: 3 clusters Score -1653335 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1653406.750000 Penalty: 4730.162598
	Iteration 15Q: 3 clusters Score -1653407 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1653453.625000 Penalty: 4730.162598
	Iteration 16Q: 3 clusters Score -1653454 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1653494.625000 Penalty: 4730.162598
	Iteration 17Q: 3 clusters Score -1653495 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1653539.625000 Penalty: 4730.162598
	Iteration 18Q: 3 clusters Score -1653540 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1653571.125000 Penalty: 4730.162598
	Iteration 19Q: 3 clusters Score -1653571 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1653606.625000 Penalty: 4730.162598
	Iteration 20F: 3 clusters Score -1653607 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1653635.875000 Penalty: 4730.162598
	Iteration 21Q: 3 clusters Score -1653636 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1653657.500000 Penalty: 4730.162598
	Iteration 22Q: 3 clusters Score -1653658 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1653666.125000 Penalty: 4730.162598
	Iteration 23Q: 3 clusters Score -1653666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1653678.625000 Penalty: 4730.162598
	Iteration 24Q: 3 clusters Score -1653679 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1653688.375000 Penalty: 4730.162598
	Iteration 25Q: 3 clusters Score -1653688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1653696.000000 Penalty: 4730.162598
	Iteration 26Q: 3 clusters Score -1653696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1653701.375000 Penalty: 4730.162598
	Iteration 27Q: 3 clusters Score -1653701 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1653707.875000 Penalty: 4730.162598
	Iteration 28Q: 3 clusters Score -1653708 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1653712.875000 Penalty: 4730.162598
	Iteration 29Q: 3 clusters Score -1653713 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1653719.000000 Penalty: 4730.162598
	Iteration 30Q: 3 clusters Score -1653719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1653721.125000 Penalty: 4730.162598
	Iteration 31Q: 3 clusters Score -1653721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1653724.875000 Penalty: 4730.162598
	Iteration 32Q: 3 clusters Score -1653725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1653731.125000 Penalty: 4730.162598
	Iteration 33Q: 3 clusters Score -1653731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1653731.125000 Penalty: 4730.162598
	Iteration 34Q: 3 clusters Score -1653731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1653730.625000 Penalty: 4730.162598
	Iteration 35Q: 3 clusters Score -1653731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1653733.250000 Penalty: 4730.162598
	Iteration 36Q: 3 clusters Score -1653733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1653734.125000 Penalty: 4730.162598
	Iteration 37Q: 3 clusters Score -1653734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1653737.125000 Penalty: 4730.162598
	Iteration 38Q: 3 clusters Score -1653737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1653742.875000 Penalty: 4730.162598
	Iteration 39Q: 3 clusters Score -1653743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1653748.125000 Penalty: 4730.162598
	Iteration 40F: 3 clusters Score -1653748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1653746.250000 Penalty: 4730.162598
	Iteration 41Q: 3 clusters Score -1653746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1653750.500000 Penalty: 4730.162598
	Iteration 42Q: 3 clusters Score -1653750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1653755.125000 Penalty: 4730.162598
	Iteration 43Q: 3 clusters Score -1653755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1653750.875000 Penalty: 4730.162598
	Iteration 44Q: 3 clusters Score -1653751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1653752.000000 Penalty: 4730.162598
	Iteration 45Q: 3 clusters Score -1653752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1653754.500000 Penalty: 4730.162598
	Iteration 46Q: 3 clusters Score -1653754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1653757.000000 Penalty: 4730.162598
	Iteration 47Q: 3 clusters Score -1653757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1653755.000000 Penalty: 4730.162598
	Iteration 48Q: 3 clusters Score -1653755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1653756.250000 Penalty: 4730.162598
	Iteration 49Q: 3 clusters Score -1653756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1653758.625000 Penalty: 4730.162598
	Iteration 50Q: 3 clusters Score -1653759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1653756.875000 Penalty: 4730.162598
	Iteration 51Q: 3 clusters Score -1653757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1653755.125000 Penalty: 4730.162598
	Iteration 52Q: 3 clusters Score -1653755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1653756.375000 Penalty: 4730.162598
	Iteration 53Q: 3 clusters Score -1653756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1653758.250000 Penalty: 4730.162598
	Iteration 54Q: 3 clusters Score -1653758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1653763.000000 Penalty: 4730.162598
	Iteration 55Q: 3 clusters Score -1653763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1653759.250000 Penalty: 4730.162598
	Iteration 56Q: 3 clusters Score -1653759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1653764.125000 Penalty: 4730.162598
	Iteration 57Q: 3 clusters Score -1653764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1653762.500000 Penalty: 4730.162598
	Iteration 58Q: 3 clusters Score -1653762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1653764.500000 Penalty: 4730.162598
	Iteration 59Q: 3 clusters Score -1653764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1653765.375000 Penalty: 4730.162598
	Iteration 60F: 3 clusters Score -1653765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Entering Unmasked Estep 
Score: -297292.406250 Penalty: 1975.110596
	Iteration 0F: 2 clusters Score -297292.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -294172.812500 Penalty: 3950.221191
	Iteration 0F: 3 clusters Score -294172.8 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -294823.625000 Penalty: 3950.221191
	Iteration 1F: 3 clusters Score -294823.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -294992.562500 Penalty: 3950.221191
	Iteration 2F: 3 clusters Score -294992.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -295150.406250 Penalty: 3950.221191
	Iteration 3F: 3 clusters Score -295150.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -295307.281250 Penalty: 3950.221191
	Iteration 4F: 3 clusters Score -295307.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -295481.156250 Penalty: 3950.221191
	Iteration 5F: 3 clusters Score -295481.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -295665.937500 Penalty: 3950.221191
	Iteration 6F: 3 clusters Score -295665.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -295898.281250 Penalty: 3950.221191
	Iteration 7F: 3 clusters Score -295898.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -296114.125000 Penalty: 3950.221191
	Iteration 8F: 3 clusters Score -296114.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -296256.437500 Penalty: 3950.221191
	Iteration 9Q: 3 clusters Score -296256.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -296338.093750 Penalty: 3950.221191
	Iteration 10Q: 3 clusters Score -296338.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -296390.343750 Penalty: 3950.221191
	Iteration 11Q: 3 clusters Score -296390.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -296424.812500 Penalty: 3950.221191
	Iteration 12Q: 3 clusters Score -296424.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -296454.281250 Penalty: 3950.221191
	Iteration 13Q: 3 clusters Score -296454.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -296469.062500 Penalty: 3950.221191
	Iteration 14Q: 3 clusters Score -296469.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -296482.250000 Penalty: 3950.221191
	Iteration 15Q: 3 clusters Score -296482.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -296488.000000 Penalty: 3950.221191
	Iteration 16Q: 3 clusters Score -296488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -296492.562500 Penalty: 3950.221191
	Iteration 17Q: 3 clusters Score -296492.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -296496.531250 Penalty: 3950.221191
	Iteration 18Q: 3 clusters Score -296496.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -296499.875000 Penalty: 3950.221191
	Iteration 19Q: 3 clusters Score -296499.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -296502.656250 Penalty: 3950.221191
	Iteration 20F: 3 clusters Score -296502.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -296504.000000 Penalty: 3950.221191
	Iteration 21Q: 3 clusters Score -296504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -296505.281250 Penalty: 3950.221191
	Iteration 22Q: 3 clusters Score -296505.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -296505.437500 Penalty: 3950.221191
	Iteration 23Q: 3 clusters Score -296505.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -296505.437500 Penalty: 3950.221191
	Iteration 24F: 3 clusters Score -296505.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (192889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192889 members 
Entering Unmasked Estep 
Score: -24141154.000000 Penalty: 3018.127930
	Iteration 0F: 2 clusters Score -2.414115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96408 members 
Mstep: Class 2 contains 96481 members 
Entering Unmasked Estep 
Score: -24017196.000000 Penalty: 6036.255859
	Iteration 0F: 3 clusters Score -2.40172e+07 nChanged 92833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93601 members 
Mstep: Class 2 contains 99288 members 
Entering Unmasked Estep 
Score: -24071094.000000 Penalty: 6036.255859
	Iteration 1F: 3 clusters Score -2.407109e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91816 members 
Mstep: Class 2 contains 101073 members 
Entering Unmasked Estep 
Score: -24072294.000000 Penalty: 6036.255859
	Iteration 2Q: 3 clusters Score -2.407229e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89242 members 
Mstep: Class 2 contains 103647 members 
Entering Unmasked Estep 
Score: -24073966.000000 Penalty: 6036.255859
	Iteration 3Q: 3 clusters Score -2.407397e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85604 members 
Mstep: Class 2 contains 107285 members 
Entering Unmasked Estep 
Score: -24076200.000000 Penalty: 6036.255859
	Iteration 4Q: 3 clusters Score -2.40762e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80551 members 
Mstep: Class 2 contains 112338 members 
Entering Unmasked Estep 
Score: -24079846.000000 Penalty: 6036.255859
	Iteration 5Q: 3 clusters Score -2.407985e+07 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73608 members 
Mstep: Class 2 contains 119281 members 
Entering Unmasked Estep 
Score: -24084452.000000 Penalty: 6036.255859
	Iteration 6Q: 3 clusters Score -2.408445e+07 nChanged 11051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64573 members 
Mstep: Class 2 contains 128316 members 
Entering Unmasked Estep 
Score: -24091398.000000 Penalty: 6036.255859
	Iteration 7F: 3 clusters Score -2.40914e+07 nChanged 12075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 138655 members 
Entering Unmasked Estep 
Score: -24100362.000000 Penalty: 6036.255859
	Iteration 8F: 3 clusters Score -2.410036e+07 nChanged 11841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 149228 members 
Entering Unmasked Estep 
Score: -24109800.000000 Penalty: 6036.255859
	Iteration 9F: 3 clusters Score -2.41098e+07 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 158355 members 
Entering Unmasked Estep 
Score: -24118160.000000 Penalty: 6036.255859
	Iteration 10F: 3 clusters Score -2.411816e+07 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 165631 members 
Entering Unmasked Estep 
Score: -24124282.000000 Penalty: 6036.255859
	Iteration 11Q: 3 clusters Score -2.412428e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 171500 members 
Entering Unmasked Estep 
Score: -24128224.000000 Penalty: 6036.255859
	Iteration 12Q: 3 clusters Score -2.412822e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 176349 members 
Entering Unmasked Estep 
Score: -24130840.000000 Penalty: 6036.255859
	Iteration 13Q: 3 clusters Score -2.413084e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 180243 members 
Entering Unmasked Estep 
Score: -24132932.000000 Penalty: 6036.255859
	Iteration 14Q: 3 clusters Score -2.413293e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 183352 members 
Entering Unmasked Estep 
Score: -24134348.000000 Penalty: 6036.255859
	Iteration 15Q: 3 clusters Score -2.413435e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 185853 members 
Entering Unmasked Estep 
Score: -24135684.000000 Penalty: 6036.255859
	Iteration 16Q: 3 clusters Score -2.413568e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 187711 members 
Entering Unmasked Estep 
Score: -24136680.000000 Penalty: 6036.255859
	Iteration 17Q: 3 clusters Score -2.413668e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 189062 members 
Entering Unmasked Estep 
Score: -24137358.000000 Penalty: 6036.255859
	Iteration 18Q: 3 clusters Score -2.413736e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 189978 members 
Entering Unmasked Estep 
Score: -24137810.000000 Penalty: 6036.255859
	Iteration 19Q: 3 clusters Score -2.413781e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 190584 members 
Entering Unmasked Estep 
Score: -24138080.000000 Penalty: 6036.255859
	Iteration 20F: 3 clusters Score -2.413808e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 191009 members 
Entering Unmasked Estep 
Score: -24138258.000000 Penalty: 6036.255859
	Iteration 21Q: 3 clusters Score -2.413826e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 191300 members 
Entering Unmasked Estep 
Score: -24138380.000000 Penalty: 6036.255859
	Iteration 22Q: 3 clusters Score -2.413838e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 191496 members 
Entering Unmasked Estep 
Score: -24138532.000000 Penalty: 6036.255859
	Iteration 23Q: 3 clusters Score -2.413853e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 191648 members 
Entering Unmasked Estep 
Score: -24138652.000000 Penalty: 6036.255859
	Iteration 24Q: 3 clusters Score -2.413865e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 191761 members 
Entering Unmasked Estep 
Score: -24138694.000000 Penalty: 6036.255859
	Iteration 25Q: 3 clusters Score -2.413869e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 191832 members 
Entering Unmasked Estep 
Score: -24138742.000000 Penalty: 6036.255859
	Iteration 26Q: 3 clusters Score -2.413874e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 191889 members 
Entering Unmasked Estep 
Score: -24138778.000000 Penalty: 6036.255859
	Iteration 27Q: 3 clusters Score -2.413878e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 191930 members 
Entering Unmasked Estep 
Score: -24138816.000000 Penalty: 6036.255859
	Iteration 28Q: 3 clusters Score -2.413882e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 191957 members 
Entering Unmasked Estep 
Score: -24138844.000000 Penalty: 6036.255859
	Iteration 29Q: 3 clusters Score -2.413884e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 191976 members 
Entering Unmasked Estep 
Score: -24138838.000000 Penalty: 6036.255859
	Iteration 30Q: 3 clusters Score -2.413884e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 191987 members 
Entering Unmasked Estep 
Score: -24138862.000000 Penalty: 6036.255859
	Iteration 31Q: 3 clusters Score -2.413886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 191995 members 
Entering Unmasked Estep 
Score: -24138836.000000 Penalty: 6036.255859
	Iteration 32Q: 3 clusters Score -2.413884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 192002 members 
Entering Unmasked Estep 
Score: -24138836.000000 Penalty: 6036.255859
	Iteration 33Q: 3 clusters Score -2.413884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 192009 members 
Entering Unmasked Estep 
Score: -24138832.000000 Penalty: 6036.255859
	Iteration 34Q: 3 clusters Score -2.413883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 192018 members 
Entering Unmasked Estep 
Score: -24138846.000000 Penalty: 6036.255859
	Iteration 35Q: 3 clusters Score -2.413885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 192021 members 
Entering Unmasked Estep 
Score: -24138846.000000 Penalty: 6036.255859
	Iteration 36Q: 3 clusters Score -2.413885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 192024 members 
Entering Unmasked Estep 
Score: -24138840.000000 Penalty: 6036.255859
	Iteration 37Q: 3 clusters Score -2.413884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 192025 members 
Entering Unmasked Estep 
Score: -24138852.000000 Penalty: 6036.255859
	Iteration 38Q: 3 clusters Score -2.413885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 192027 members 
Entering Unmasked Estep 
Score: -24138862.000000 Penalty: 6036.255859
	Iteration 39Q: 3 clusters Score -2.413886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 192028 members 
Entering Unmasked Estep 
Score: -24138844.000000 Penalty: 6036.255859
	Iteration 40F: 3 clusters Score -2.413884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 192032 members 
Entering Unmasked Estep 
Score: -24138842.000000 Penalty: 6036.255859
	Iteration 41Q: 3 clusters Score -2.413884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 192031 members 
Entering Unmasked Estep 
Score: -24138848.000000 Penalty: 6036.255859
	Iteration 42Q: 3 clusters Score -2.413885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 192035 members 
Entering Unmasked Estep 
Score: -24138848.000000 Penalty: 6036.255859
	Iteration 43Q: 3 clusters Score -2.413885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 192038 members 
Entering Unmasked Estep 
Score: -24138850.000000 Penalty: 6036.255859
	Iteration 44Q: 3 clusters Score -2.413885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 192042 members 
Entering Unmasked Estep 
Score: -24138862.000000 Penalty: 6036.255859
	Iteration 45Q: 3 clusters Score -2.413886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 192050 members 
Entering Unmasked Estep 
Score: -24138872.000000 Penalty: 6036.255859
	Iteration 46Q: 3 clusters Score -2.413887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 192052 members 
Entering Unmasked Estep 
Score: -24138882.000000 Penalty: 6036.255859
	Iteration 47Q: 3 clusters Score -2.413888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 192052 members 
Entering Unmasked Estep 
Score: -24138886.000000 Penalty: 6036.255859
	Iteration 48Q: 3 clusters Score -2.413889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 192056 members 
Entering Unmasked Estep 
Score: -24138878.000000 Penalty: 6036.255859
	Iteration 49Q: 3 clusters Score -2.413888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 192058 members 
Entering Unmasked Estep 
Score: -24138876.000000 Penalty: 6036.255859
	Iteration 50Q: 3 clusters Score -2.413888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 192059 members 
Entering Unmasked Estep 
Score: -24138874.000000 Penalty: 6036.255859
	Iteration 51Q: 3 clusters Score -2.413887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 192059 members 
Entering Unmasked Estep 
Score: -24138858.000000 Penalty: 6036.255859
	Iteration 52Q: 3 clusters Score -2.413886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 192063 members 
Entering Unmasked Estep 
Score: -24138858.000000 Penalty: 6036.255859
	Iteration 53Q: 3 clusters Score -2.413886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 192064 members 
Entering Unmasked Estep 
Score: -24138846.000000 Penalty: 6036.255859
	Iteration 54Q: 3 clusters Score -2.413885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 192064 members 
Entering Unmasked Estep 
Score: -24138852.000000 Penalty: 6036.255859
	Iteration 55Q: 3 clusters Score -2.413885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 192068 members 
Entering Unmasked Estep 
Score: -24138850.000000 Penalty: 6036.255859
	Iteration 56Q: 3 clusters Score -2.413885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 192070 members 
Entering Unmasked Estep 
Score: -24138852.000000 Penalty: 6036.255859
	Iteration 57Q: 3 clusters Score -2.413885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 192071 members 
Entering Unmasked Estep 
Score: -24138854.000000 Penalty: 6036.255859
	Iteration 58Q: 3 clusters Score -2.413885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 192072 members 
Entering Unmasked Estep 
Score: -24138838.000000 Penalty: 6036.255859
	Iteration 59Q: 3 clusters Score -2.413884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 192074 members 
Entering Unmasked Estep 
Score: -24138852.000000 Penalty: 6036.255859
	Iteration 60F: 3 clusters Score -2.413885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 192076 members 
Entering Unmasked Estep 
Score: -24138866.000000 Penalty: 6036.255859
	Iteration 61Q: 3 clusters Score -2.413887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 192079 members 
Entering Unmasked Estep 
Score: -24138850.000000 Penalty: 6036.255859
	Iteration 62Q: 3 clusters Score -2.413885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 192080 members 
Entering Unmasked Estep 
Score: -24138864.000000 Penalty: 6036.255859
	Iteration 63Q: 3 clusters Score -2.413886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 192081 members 
Entering Unmasked Estep 
Score: -24138864.000000 Penalty: 6036.255859
	Iteration 64Q: 3 clusters Score -2.413886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 192079 members 
Entering Unmasked Estep 
Score: -24138868.000000 Penalty: 6036.255859
	Iteration 65Q: 3 clusters Score -2.413887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 192078 members 
Entering Unmasked Estep 
Score: -24138874.000000 Penalty: 6036.255859
	Iteration 66Q: 3 clusters Score -2.413887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 192078 members 
Entering Unmasked Estep 
Score: -24138874.000000 Penalty: 6036.255859
	Iteration 67F: 3 clusters Score -2.413887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (77175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77175 members 
Entering Unmasked Estep 
Score: -9346428.000000 Penalty: 2790.949951
	Iteration 0F: 2 clusters Score -9346428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -9294639.000000 Penalty: 5581.899902
	Iteration 0F: 3 clusters Score -9294639 nChanged 36276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -9315034.000000 Penalty: 5581.899902
	Iteration 1F: 3 clusters Score -9315034 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -9315613.000000 Penalty: 5581.899902
	Iteration 2Q: 3 clusters Score -9315613 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -9316177.000000 Penalty: 5581.899902
	Iteration 3Q: 3 clusters Score -9316177 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -9316796.000000 Penalty: 5581.899902
	Iteration 4Q: 3 clusters Score -9316796 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -9317466.000000 Penalty: 5581.899902
	Iteration 5Q: 3 clusters Score -9317466 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -9318400.000000 Penalty: 5581.899902
	Iteration 6Q: 3 clusters Score -9318400 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -9319614.000000 Penalty: 5581.899902
	Iteration 7Q: 3 clusters Score -9319614 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -9321068.000000 Penalty: 5581.899902
	Iteration 8Q: 3 clusters Score -9321068 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -9323059.000000 Penalty: 5581.899902
	Iteration 9Q: 3 clusters Score -9323059 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -9325544.000000 Penalty: 5581.899902
	Iteration 10F: 3 clusters Score -9325544 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -9328582.000000 Penalty: 5581.899902
	Iteration 11F: 3 clusters Score -9328582 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 59494 members 
Entering Unmasked Estep 
Score: -9331986.000000 Penalty: 5581.899902
	Iteration 12F: 3 clusters Score -9331986 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 63271 members 
Entering Unmasked Estep 
Score: -9335436.000000 Penalty: 5581.899902
	Iteration 13F: 3 clusters Score -9335436 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 66277 members 
Entering Unmasked Estep 
Score: -9338260.000000 Penalty: 5581.899902
	Iteration 14Q: 3 clusters Score -9338260 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 68510 members 
Entering Unmasked Estep 
Score: -9340164.000000 Penalty: 5581.899902
	Iteration 15Q: 3 clusters Score -9340164 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 70080 members 
Entering Unmasked Estep 
Score: -9341469.000000 Penalty: 5581.899902
	Iteration 16Q: 3 clusters Score -9341469 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 71183 members 
Entering Unmasked Estep 
Score: -9342254.000000 Penalty: 5581.899902
	Iteration 17Q: 3 clusters Score -9342254 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 72040 members 
Entering Unmasked Estep 
Score: -9342802.000000 Penalty: 5581.899902
	Iteration 18Q: 3 clusters Score -9342802 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 72720 members 
Entering Unmasked Estep 
Score: -9343199.000000 Penalty: 5581.899902
	Iteration 19Q: 3 clusters Score -9343199 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 73204 members 
Entering Unmasked Estep 
Score: -9343475.000000 Penalty: 5581.899902
	Iteration 20F: 3 clusters Score -9343475 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 73550 members 
Entering Unmasked Estep 
Score: -9343634.000000 Penalty: 5581.899902
	Iteration 21Q: 3 clusters Score -9343634 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 73850 members 
Entering Unmasked Estep 
Score: -9343753.000000 Penalty: 5581.899902
	Iteration 22Q: 3 clusters Score -9343753 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 74097 members 
Entering Unmasked Estep 
Score: -9343846.000000 Penalty: 5581.899902
	Iteration 23Q: 3 clusters Score -9343846 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 74317 members 
Entering Unmasked Estep 
Score: -9343910.000000 Penalty: 5581.899902
	Iteration 24Q: 3 clusters Score -9343910 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 74518 members 
Entering Unmasked Estep 
Score: -9343998.000000 Penalty: 5581.899902
	Iteration 25Q: 3 clusters Score -9343998 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 74666 members 
Entering Unmasked Estep 
Score: -9344016.000000 Penalty: 5581.899902
	Iteration 26Q: 3 clusters Score -9344016 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 74775 members 
Entering Unmasked Estep 
Score: -9344068.000000 Penalty: 5581.899902
	Iteration 27Q: 3 clusters Score -9344068 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 74862 members 
Entering Unmasked Estep 
Score: -9344091.000000 Penalty: 5581.899902
	Iteration 28Q: 3 clusters Score -9344091 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 74954 members 
Entering Unmasked Estep 
Score: -9344134.000000 Penalty: 5581.899902
	Iteration 29Q: 3 clusters Score -9344134 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 75031 members 
Entering Unmasked Estep 
Score: -9344185.000000 Penalty: 5581.899902
	Iteration 30Q: 3 clusters Score -9344185 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 75101 members 
Entering Unmasked Estep 
Score: -9344206.000000 Penalty: 5581.899902
	Iteration 31Q: 3 clusters Score -9344206 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 75152 members 
Entering Unmasked Estep 
Score: -9344217.000000 Penalty: 5581.899902
	Iteration 32Q: 3 clusters Score -9344217 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 75183 members 
Entering Unmasked Estep 
Score: -9344225.000000 Penalty: 5581.899902
	Iteration 33Q: 3 clusters Score -9344225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 75206 members 
Entering Unmasked Estep 
Score: -9344248.000000 Penalty: 5581.899902
	Iteration 34Q: 3 clusters Score -9344248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 75228 members 
Entering Unmasked Estep 
Score: -9344250.000000 Penalty: 5581.899902
	Iteration 35Q: 3 clusters Score -9344250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 75239 members 
Entering Unmasked Estep 
Score: -9344249.000000 Penalty: 5581.899902
	Iteration 36Q: 3 clusters Score -9344249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 75251 members 
Entering Unmasked Estep 
Score: -9344246.000000 Penalty: 5581.899902
	Iteration 37Q: 3 clusters Score -9344246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 75268 members 
Entering Unmasked Estep 
Score: -9344260.000000 Penalty: 5581.899902
	Iteration 38Q: 3 clusters Score -9344260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 75282 members 
Entering Unmasked Estep 
Score: -9344265.000000 Penalty: 5581.899902
	Iteration 39Q: 3 clusters Score -9344265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 75300 members 
Entering Unmasked Estep 
Score: -9344254.000000 Penalty: 5581.899902
	Iteration 40F: 3 clusters Score -9344254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 75307 members 
Entering Unmasked Estep 
Score: -9344252.000000 Penalty: 5581.899902
	Iteration 41Q: 3 clusters Score -9344252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 75313 members 
Entering Unmasked Estep 
Score: -9344248.000000 Penalty: 5581.899902
	Iteration 42Q: 3 clusters Score -9344248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 75317 members 
Entering Unmasked Estep 
Score: -9344255.000000 Penalty: 5581.899902
	Iteration 43Q: 3 clusters Score -9344255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 75323 members 
Entering Unmasked Estep 
Score: -9344250.000000 Penalty: 5581.899902
	Iteration 44Q: 3 clusters Score -9344250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 75327 members 
Entering Unmasked Estep 
Score: -9344249.000000 Penalty: 5581.899902
	Iteration 45Q: 3 clusters Score -9344249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 75330 members 
Entering Unmasked Estep 
Score: -9344248.000000 Penalty: 5581.899902
	Iteration 46Q: 3 clusters Score -9344248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 75332 members 
Entering Unmasked Estep 
Score: -9344261.000000 Penalty: 5581.899902
	Iteration 47Q: 3 clusters Score -9344261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 75336 members 
Entering Unmasked Estep 
Score: -9344252.000000 Penalty: 5581.899902
	Iteration 48Q: 3 clusters Score -9344252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 75339 members 
Entering Unmasked Estep 
Score: -9344251.000000 Penalty: 5581.899902
	Iteration 49Q: 3 clusters Score -9344251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 75339 members 
Entering Unmasked Estep 
Score: -9344246.000000 Penalty: 5581.899902
	Iteration 50Q: 3 clusters Score -9344246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 75343 members 
Entering Unmasked Estep 
Score: -9344255.000000 Penalty: 5581.899902
	Iteration 51Q: 3 clusters Score -9344255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 75344 members 
Entering Unmasked Estep 
Score: -9344254.000000 Penalty: 5581.899902
	Iteration 52Q: 3 clusters Score -9344254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 75344 members 
Entering Unmasked Estep 
Score: -9344254.000000 Penalty: 5581.899902
	Iteration 53F: 3 clusters Score -9344254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Entering Unmasked Estep 
Score: -3790330.750000 Penalty: 2556.603516
	Iteration 0F: 2 clusters Score -3790331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3769943.500000 Penalty: 5113.207031
	Iteration 0F: 3 clusters Score -3769944 nChanged 13465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -3777085.750000 Penalty: 5113.207031
	Iteration 1F: 3 clusters Score -3777086 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3777550.500000 Penalty: 5113.207031
	Iteration 2Q: 3 clusters Score -3777550 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3777967.250000 Penalty: 5113.207031
	Iteration 3Q: 3 clusters Score -3777967 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -3778460.750000 Penalty: 5113.207031
	Iteration 4Q: 3 clusters Score -3778461 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -3779122.750000 Penalty: 5113.207031
	Iteration 5Q: 3 clusters Score -3779123 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -3780038.000000 Penalty: 5113.207031
	Iteration 6F: 3 clusters Score -3780038 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3781373.250000 Penalty: 5113.207031
	Iteration 7F: 3 clusters Score -3781373 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -3783029.750000 Penalty: 5113.207031
	Iteration 8F: 3 clusters Score -3783030 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -3784803.000000 Penalty: 5113.207031
	Iteration 9F: 3 clusters Score -3784803 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -3786313.500000 Penalty: 5113.207031
	Iteration 10F: 3 clusters Score -3786314 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -3787281.000000 Penalty: 5113.207031
	Iteration 11Q: 3 clusters Score -3787281 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -3787834.750000 Penalty: 5113.207031
	Iteration 12Q: 3 clusters Score -3787835 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -3788128.000000 Penalty: 5113.207031
	Iteration 13Q: 3 clusters Score -3788128 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -3788313.750000 Penalty: 5113.207031
	Iteration 14Q: 3 clusters Score -3788314 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3788409.500000 Penalty: 5113.207031
	Iteration 15Q: 3 clusters Score -3788410 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -3788456.000000 Penalty: 5113.207031
	Iteration 16Q: 3 clusters Score -3788456 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -3788477.250000 Penalty: 5113.207031
	Iteration 17Q: 3 clusters Score -3788477 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -3788505.750000 Penalty: 5113.207031
	Iteration 18Q: 3 clusters Score -3788506 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -3788516.000000 Penalty: 5113.207031
	Iteration 19Q: 3 clusters Score -3788516 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -3788523.750000 Penalty: 5113.207031
	Iteration 20F: 3 clusters Score -3788524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -3788536.750000 Penalty: 5113.207031
	Iteration 21Q: 3 clusters Score -3788537 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -3788556.750000 Penalty: 5113.207031
	Iteration 22Q: 3 clusters Score -3788557 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -3788564.250000 Penalty: 5113.207031
	Iteration 23Q: 3 clusters Score -3788564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -3788570.000000 Penalty: 5113.207031
	Iteration 24Q: 3 clusters Score -3788570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -3788579.750000 Penalty: 5113.207031
	Iteration 25Q: 3 clusters Score -3788580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -3788580.250000 Penalty: 5113.207031
	Iteration 26Q: 3 clusters Score -3788580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -3788583.000000 Penalty: 5113.207031
	Iteration 27Q: 3 clusters Score -3788583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -3788582.500000 Penalty: 5113.207031
	Iteration 28Q: 3 clusters Score -3788582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -3788584.750000 Penalty: 5113.207031
	Iteration 29Q: 3 clusters Score -3788585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -3788582.000000 Penalty: 5113.207031
	Iteration 30Q: 3 clusters Score -3788582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -3788584.500000 Penalty: 5113.207031
	Iteration 31Q: 3 clusters Score -3788584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -3788591.000000 Penalty: 5113.207031
	Iteration 32Q: 3 clusters Score -3788591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -3788602.750000 Penalty: 5113.207031
	Iteration 33Q: 3 clusters Score -3788603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -3788608.500000 Penalty: 5113.207031
	Iteration 34Q: 3 clusters Score -3788608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -3788615.000000 Penalty: 5113.207031
	Iteration 35Q: 3 clusters Score -3788615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -3788617.250000 Penalty: 5113.207031
	Iteration 36Q: 3 clusters Score -3788617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -3788616.750000 Penalty: 5113.207031
	Iteration 37Q: 3 clusters Score -3788617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -3788617.500000 Penalty: 5113.207031
	Iteration 38Q: 3 clusters Score -3788618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -3788613.000000 Penalty: 5113.207031
	Iteration 39Q: 3 clusters Score -3788613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -3788613.000000 Penalty: 5113.207031
	Iteration 40F: 3 clusters Score -3788613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -102428.828125 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -102428.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -100542.093750 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -100542.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -100800.132812 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -100800.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -100866.851562 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -100866.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -100894.242188 Penalty: 3369.559082
	Iteration 3Q: 3 clusters Score -100894.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -100903.867188 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -100903.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -100912.265625 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -100912.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -100922.226562 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -100922.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100932.757812 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -100932.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -100941.273438 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -100941.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -100949.875000 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -100949.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -100961.945312 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -100961.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -100963.929688 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -100963.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -100965.781250 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -100965.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -100965.781250 Penalty: 3369.559082
	Iteration 13F: 3 clusters Score -100965.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Entering Unmasked Estep 
Score: -83552.656250 Penalty: 1633.028198
	Iteration 0F: 2 clusters Score -83552.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -81802.125000 Penalty: 3266.056396
	Iteration 0F: 3 clusters Score -81802.12 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -82080.726562 Penalty: 3266.056396
	Iteration 1F: 3 clusters Score -82080.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82265.312500 Penalty: 3266.056396
	Iteration 2F: 3 clusters Score -82265.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -82362.929688 Penalty: 3266.056396
	Iteration 3Q: 3 clusters Score -82362.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -82434.445312 Penalty: 3266.056396
	Iteration 4Q: 3 clusters Score -82434.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -82489.648438 Penalty: 3266.056396
	Iteration 5Q: 3 clusters Score -82489.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -82536.023438 Penalty: 3266.056396
	Iteration 6Q: 3 clusters Score -82536.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -82567.242188 Penalty: 3266.056396
	Iteration 7Q: 3 clusters Score -82567.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -82579.312500 Penalty: 3266.056396
	Iteration 8Q: 3 clusters Score -82579.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -82586.593750 Penalty: 3266.056396
	Iteration 9Q: 3 clusters Score -82586.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -82588.070312 Penalty: 3266.056396
	Iteration 10Q: 3 clusters Score -82588.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -82588.070312 Penalty: 3266.056396
	Iteration 11F: 3 clusters Score -82588.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Entering Unmasked Estep 
Score: -3039457.000000 Penalty: 2512.799316
	Iteration 0F: 2 clusters Score -3039457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -3022180.000000 Penalty: 5025.598633
	Iteration 0F: 3 clusters Score -3022180 nChanged 11203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -3028358.000000 Penalty: 5025.598633
	Iteration 1F: 3 clusters Score -3028358 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -3029109.000000 Penalty: 5025.598633
	Iteration 2F: 3 clusters Score -3029109 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -3029881.250000 Penalty: 5025.598633
	Iteration 3F: 3 clusters Score -3029881 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -3030650.000000 Penalty: 5025.598633
	Iteration 4F: 3 clusters Score -3030650 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -3031316.500000 Penalty: 5025.598633
	Iteration 5F: 3 clusters Score -3031316 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -3031972.250000 Penalty: 5025.598633
	Iteration 6F: 3 clusters Score -3031972 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -3032575.500000 Penalty: 5025.598633
	Iteration 7Q: 3 clusters Score -3032576 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -3033157.500000 Penalty: 5025.598633
	Iteration 8Q: 3 clusters Score -3033158 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -3033650.250000 Penalty: 5025.598633
	Iteration 9Q: 3 clusters Score -3033650 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -3034077.250000 Penalty: 5025.598633
	Iteration 10Q: 3 clusters Score -3034077 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -3034480.750000 Penalty: 5025.598633
	Iteration 11Q: 3 clusters Score -3034481 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -3034869.750000 Penalty: 5025.598633
	Iteration 12Q: 3 clusters Score -3034870 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -3035151.500000 Penalty: 5025.598633
	Iteration 13Q: 3 clusters Score -3035152 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -3035415.250000 Penalty: 5025.598633
	Iteration 14Q: 3 clusters Score -3035415 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -3035632.500000 Penalty: 5025.598633
	Iteration 15Q: 3 clusters Score -3035632 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3035811.000000 Penalty: 5025.598633
	Iteration 16Q: 3 clusters Score -3035811 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -3035989.000000 Penalty: 5025.598633
	Iteration 17Q: 3 clusters Score -3035989 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -3036167.750000 Penalty: 5025.598633
	Iteration 18Q: 3 clusters Score -3036168 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -3036344.750000 Penalty: 5025.598633
	Iteration 19Q: 3 clusters Score -3036345 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -3036539.750000 Penalty: 5025.598633
	Iteration 20F: 3 clusters Score -3036540 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -3036717.250000 Penalty: 5025.598633
	Iteration 21Q: 3 clusters Score -3036717 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3036880.500000 Penalty: 5025.598633
	Iteration 22Q: 3 clusters Score -3036880 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3037014.250000 Penalty: 5025.598633
	Iteration 23Q: 3 clusters Score -3037014 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3037150.500000 Penalty: 5025.598633
	Iteration 24Q: 3 clusters Score -3037150 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3037252.250000 Penalty: 5025.598633
	Iteration 25Q: 3 clusters Score -3037252 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3037345.250000 Penalty: 5025.598633
	Iteration 26Q: 3 clusters Score -3037345 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3037398.000000 Penalty: 5025.598633
	Iteration 27Q: 3 clusters Score -3037398 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3037457.750000 Penalty: 5025.598633
	Iteration 28Q: 3 clusters Score -3037458 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3037509.500000 Penalty: 5025.598633
	Iteration 29Q: 3 clusters Score -3037510 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3037566.250000 Penalty: 5025.598633
	Iteration 30Q: 3 clusters Score -3037566 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3037575.500000 Penalty: 5025.598633
	Iteration 31Q: 3 clusters Score -3037576 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3037599.000000 Penalty: 5025.598633
	Iteration 32Q: 3 clusters Score -3037599 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3037630.000000 Penalty: 5025.598633
	Iteration 33Q: 3 clusters Score -3037630 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3037659.500000 Penalty: 5025.598633
	Iteration 34Q: 3 clusters Score -3037660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3037677.250000 Penalty: 5025.598633
	Iteration 35Q: 3 clusters Score -3037677 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3037703.000000 Penalty: 5025.598633
	Iteration 36Q: 3 clusters Score -3037703 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3037718.250000 Penalty: 5025.598633
	Iteration 37Q: 3 clusters Score -3037718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3037720.500000 Penalty: 5025.598633
	Iteration 38Q: 3 clusters Score -3037720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3037730.250000 Penalty: 5025.598633
	Iteration 39Q: 3 clusters Score -3037730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3037743.250000 Penalty: 5025.598633
	Iteration 40F: 3 clusters Score -3037743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3037757.000000 Penalty: 5025.598633
	Iteration 41Q: 3 clusters Score -3037757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3037764.250000 Penalty: 5025.598633
	Iteration 42Q: 3 clusters Score -3037764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3037777.000000 Penalty: 5025.598633
	Iteration 43Q: 3 clusters Score -3037777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3037784.000000 Penalty: 5025.598633
	Iteration 44Q: 3 clusters Score -3037784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3037790.000000 Penalty: 5025.598633
	Iteration 45Q: 3 clusters Score -3037790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3037800.250000 Penalty: 5025.598633
	Iteration 46Q: 3 clusters Score -3037800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3037808.000000 Penalty: 5025.598633
	Iteration 47Q: 3 clusters Score -3037808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3037807.250000 Penalty: 5025.598633
	Iteration 48Q: 3 clusters Score -3037807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3037811.500000 Penalty: 5025.598633
	Iteration 49Q: 3 clusters Score -3037812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3037819.500000 Penalty: 5025.598633
	Iteration 50Q: 3 clusters Score -3037820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3037818.250000 Penalty: 5025.598633
	Iteration 51Q: 3 clusters Score -3037818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3037826.500000 Penalty: 5025.598633
	Iteration 52Q: 3 clusters Score -3037826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3037829.500000 Penalty: 5025.598633
	Iteration 53Q: 3 clusters Score -3037830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3037829.000000 Penalty: 5025.598633
	Iteration 54Q: 3 clusters Score -3037829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3037832.500000 Penalty: 5025.598633
	Iteration 55Q: 3 clusters Score -3037832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3037830.250000 Penalty: 5025.598633
	Iteration 56Q: 3 clusters Score -3037830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3037831.750000 Penalty: 5025.598633
	Iteration 57Q: 3 clusters Score -3037832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3037831.250000 Penalty: 5025.598633
	Iteration 58Q: 3 clusters Score -3037831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3037831.250000 Penalty: 5025.598633
	Iteration 59Q: 3 clusters Score -3037831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3037835.000000 Penalty: 5025.598633
	Iteration 60F: 3 clusters Score -3037835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3037834.250000 Penalty: 5025.598633
	Iteration 61Q: 3 clusters Score -3037834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3037831.500000 Penalty: 5025.598633
	Iteration 62Q: 3 clusters Score -3037832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3037831.500000 Penalty: 5025.598633
	Iteration 63F: 3 clusters Score -3037832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Entering Unmasked Estep 
Score: -350926.156250 Penalty: 1993.070190
	Iteration 0F: 2 clusters Score -350926.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -347606.156250 Penalty: 3986.140381
	Iteration 0F: 3 clusters Score -347606.2 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -348327.750000 Penalty: 3986.140381
	Iteration 1F: 3 clusters Score -348327.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -348559.656250 Penalty: 3986.140381
	Iteration 2F: 3 clusters Score -348559.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -348734.625000 Penalty: 3986.140381
	Iteration 3F: 3 clusters Score -348734.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -348881.906250 Penalty: 3986.140381
	Iteration 4F: 3 clusters Score -348881.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -349019.500000 Penalty: 3986.140381
	Iteration 5Q: 3 clusters Score -349019.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -349141.468750 Penalty: 3986.140381
	Iteration 6Q: 3 clusters Score -349141.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -349242.406250 Penalty: 3986.140381
	Iteration 7Q: 3 clusters Score -349242.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -349325.406250 Penalty: 3986.140381
	Iteration 8Q: 3 clusters Score -349325.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -349370.781250 Penalty: 3986.140381
	Iteration 9Q: 3 clusters Score -349370.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -349402.625000 Penalty: 3986.140381
	Iteration 10Q: 3 clusters Score -349402.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -349423.156250 Penalty: 3986.140381
	Iteration 11Q: 3 clusters Score -349423.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -349436.375000 Penalty: 3986.140381
	Iteration 12Q: 3 clusters Score -349436.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -349450.656250 Penalty: 3986.140381
	Iteration 13Q: 3 clusters Score -349450.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -349465.343750 Penalty: 3986.140381
	Iteration 14Q: 3 clusters Score -349465.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -349475.218750 Penalty: 3986.140381
	Iteration 15Q: 3 clusters Score -349475.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -349483.656250 Penalty: 3986.140381
	Iteration 16Q: 3 clusters Score -349483.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -349489.562500 Penalty: 3986.140381
	Iteration 17Q: 3 clusters Score -349489.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -349494.281250 Penalty: 3986.140381
	Iteration 18Q: 3 clusters Score -349494.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -349495.843750 Penalty: 3986.140381
	Iteration 19Q: 3 clusters Score -349495.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -349497.625000 Penalty: 3986.140381
	Iteration 20F: 3 clusters Score -349497.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -349501.718750 Penalty: 3986.140381
	Iteration 21Q: 3 clusters Score -349501.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -349504.093750 Penalty: 3986.140381
	Iteration 22Q: 3 clusters Score -349504.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -349506.375000 Penalty: 3986.140381
	Iteration 23Q: 3 clusters Score -349506.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -349508.031250 Penalty: 3986.140381
	Iteration 24Q: 3 clusters Score -349508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -349510.031250 Penalty: 3986.140381
	Iteration 25Q: 3 clusters Score -349510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -349512.125000 Penalty: 3986.140381
	Iteration 26Q: 3 clusters Score -349512.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -349513.312500 Penalty: 3986.140381
	Iteration 27Q: 3 clusters Score -349513.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -349514.750000 Penalty: 3986.140381
	Iteration 28Q: 3 clusters Score -349514.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -349515.187500 Penalty: 3986.140381
	Iteration 29Q: 3 clusters Score -349515.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -349519.031250 Penalty: 3986.140381
	Iteration 30Q: 3 clusters Score -349519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -349519.531250 Penalty: 3986.140381
	Iteration 31Q: 3 clusters Score -349519.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -349520.125000 Penalty: 3986.140381
	Iteration 32Q: 3 clusters Score -349520.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -349520.156250 Penalty: 3986.140381
	Iteration 33Q: 3 clusters Score -349520.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -349521.125000 Penalty: 3986.140381
	Iteration 34Q: 3 clusters Score -349521.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -349522.000000 Penalty: 3986.140381
	Iteration 35Q: 3 clusters Score -349522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -349522.437500 Penalty: 3986.140381
	Iteration 36Q: 3 clusters Score -349522.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -349522.437500 Penalty: 3986.140381
	Iteration 37F: 3 clusters Score -349522.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Entering Unmasked Estep 
Score: -2506117.250000 Penalty: 2463.552002
	Iteration 0F: 2 clusters Score -2506117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2491608.250000 Penalty: 4927.104004
	Iteration 0F: 3 clusters Score -2491608 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2496542.750000 Penalty: 4927.104004
	Iteration 1F: 3 clusters Score -2496543 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2496989.250000 Penalty: 4927.104004
	Iteration 2F: 3 clusters Score -2496989 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2497358.250000 Penalty: 4927.104004
	Iteration 3Q: 3 clusters Score -2497358 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2497680.750000 Penalty: 4927.104004
	Iteration 4Q: 3 clusters Score -2497681 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2497967.750000 Penalty: 4927.104004
	Iteration 5Q: 3 clusters Score -2497968 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2498273.500000 Penalty: 4927.104004
	Iteration 6Q: 3 clusters Score -2498274 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2498623.250000 Penalty: 4927.104004
	Iteration 7Q: 3 clusters Score -2498623 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2498979.750000 Penalty: 4927.104004
	Iteration 8Q: 3 clusters Score -2498980 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2499362.250000 Penalty: 4927.104004
	Iteration 9Q: 3 clusters Score -2499362 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2499832.750000 Penalty: 4927.104004
	Iteration 10Q: 3 clusters Score -2499833 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2500349.500000 Penalty: 4927.104004
	Iteration 11Q: 3 clusters Score -2500350 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2500867.000000 Penalty: 4927.104004
	Iteration 12Q: 3 clusters Score -2500867 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2501336.500000 Penalty: 4927.104004
	Iteration 13Q: 3 clusters Score -2501336 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2501708.500000 Penalty: 4927.104004
	Iteration 14Q: 3 clusters Score -2501708 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2501981.000000 Penalty: 4927.104004
	Iteration 15Q: 3 clusters Score -2501981 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2502194.500000 Penalty: 4927.104004
	Iteration 16Q: 3 clusters Score -2502194 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2502327.500000 Penalty: 4927.104004
	Iteration 17Q: 3 clusters Score -2502328 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2502453.250000 Penalty: 4927.104004
	Iteration 18Q: 3 clusters Score -2502453 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2502583.500000 Penalty: 4927.104004
	Iteration 19Q: 3 clusters Score -2502584 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2502727.000000 Penalty: 4927.104004
	Iteration 20F: 3 clusters Score -2502727 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2502844.750000 Penalty: 4927.104004
	Iteration 21Q: 3 clusters Score -2502845 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2502957.750000 Penalty: 4927.104004
	Iteration 22Q: 3 clusters Score -2502958 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2503053.250000 Penalty: 4927.104004
	Iteration 23Q: 3 clusters Score -2503053 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2503132.250000 Penalty: 4927.104004
	Iteration 24Q: 3 clusters Score -2503132 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2503201.250000 Penalty: 4927.104004
	Iteration 25Q: 3 clusters Score -2503201 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2503256.750000 Penalty: 4927.104004
	Iteration 26Q: 3 clusters Score -2503257 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2503309.750000 Penalty: 4927.104004
	Iteration 27Q: 3 clusters Score -2503310 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2503353.250000 Penalty: 4927.104004
	Iteration 28Q: 3 clusters Score -2503353 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2503388.000000 Penalty: 4927.104004
	Iteration 29Q: 3 clusters Score -2503388 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2503425.750000 Penalty: 4927.104004
	Iteration 30Q: 3 clusters Score -2503426 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2503468.000000 Penalty: 4927.104004
	Iteration 31Q: 3 clusters Score -2503468 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2503506.250000 Penalty: 4927.104004
	Iteration 32Q: 3 clusters Score -2503506 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2503522.250000 Penalty: 4927.104004
	Iteration 33Q: 3 clusters Score -2503522 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2503549.500000 Penalty: 4927.104004
	Iteration 34Q: 3 clusters Score -2503550 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2503570.750000 Penalty: 4927.104004
	Iteration 35Q: 3 clusters Score -2503571 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2503586.000000 Penalty: 4927.104004
	Iteration 36Q: 3 clusters Score -2503586 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2503598.250000 Penalty: 4927.104004
	Iteration 37Q: 3 clusters Score -2503598 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2503615.750000 Penalty: 4927.104004
	Iteration 38Q: 3 clusters Score -2503616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2503629.000000 Penalty: 4927.104004
	Iteration 39Q: 3 clusters Score -2503629 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2503634.500000 Penalty: 4927.104004
	Iteration 40F: 3 clusters Score -2503634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2503641.750000 Penalty: 4927.104004
	Iteration 41Q: 3 clusters Score -2503642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2503653.750000 Penalty: 4927.104004
	Iteration 42Q: 3 clusters Score -2503654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2503654.000000 Penalty: 4927.104004
	Iteration 43Q: 3 clusters Score -2503654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2503663.500000 Penalty: 4927.104004
	Iteration 44Q: 3 clusters Score -2503664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2503662.500000 Penalty: 4927.104004
	Iteration 45Q: 3 clusters Score -2503662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2503662.750000 Penalty: 4927.104004
	Iteration 46Q: 3 clusters Score -2503663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2503676.250000 Penalty: 4927.104004
	Iteration 47Q: 3 clusters Score -2503676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2503677.250000 Penalty: 4927.104004
	Iteration 48Q: 3 clusters Score -2503677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2503680.500000 Penalty: 4927.104004
	Iteration 49Q: 3 clusters Score -2503680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2503681.250000 Penalty: 4927.104004
	Iteration 50Q: 3 clusters Score -2503681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2503679.500000 Penalty: 4927.104004
	Iteration 51Q: 3 clusters Score -2503680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2503685.500000 Penalty: 4927.104004
	Iteration 52Q: 3 clusters Score -2503686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2503689.500000 Penalty: 4927.104004
	Iteration 53Q: 3 clusters Score -2503690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2503696.250000 Penalty: 4927.104004
	Iteration 54Q: 3 clusters Score -2503696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2503704.750000 Penalty: 4927.104004
	Iteration 55Q: 3 clusters Score -2503705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2503706.000000 Penalty: 4927.104004
	Iteration 56Q: 3 clusters Score -2503706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2503704.250000 Penalty: 4927.104004
	Iteration 57Q: 3 clusters Score -2503704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2503702.000000 Penalty: 4927.104004
	Iteration 58Q: 3 clusters Score -2503702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2503706.750000 Penalty: 4927.104004
	Iteration 59Q: 3 clusters Score -2503707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2503701.250000 Penalty: 4927.104004
	Iteration 60F: 3 clusters Score -2503701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2503705.500000 Penalty: 4927.104004
	Iteration 61Q: 3 clusters Score -2503706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2503707.750000 Penalty: 4927.104004
	Iteration 62Q: 3 clusters Score -2503708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2503709.000000 Penalty: 4927.104004
	Iteration 63Q: 3 clusters Score -2503709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2503704.250000 Penalty: 4927.104004
	Iteration 64Q: 3 clusters Score -2503704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2503705.000000 Penalty: 4927.104004
	Iteration 65Q: 3 clusters Score -2503705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2503706.500000 Penalty: 4927.104004
	Iteration 66Q: 3 clusters Score -2503706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2503711.500000 Penalty: 4927.104004
	Iteration 67Q: 3 clusters Score -2503712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2503713.500000 Penalty: 4927.104004
	Iteration 68Q: 3 clusters Score -2503714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2503714.500000 Penalty: 4927.104004
	Iteration 69Q: 3 clusters Score -2503714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2503711.750000 Penalty: 4927.104004
	Iteration 70Q: 3 clusters Score -2503712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2503712.500000 Penalty: 4927.104004
	Iteration 71Q: 3 clusters Score -2503712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2503710.250000 Penalty: 4927.104004
	Iteration 72Q: 3 clusters Score -2503710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2503712.750000 Penalty: 4927.104004
	Iteration 73Q: 3 clusters Score -2503713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2503712.250000 Penalty: 4927.104004
	Iteration 74Q: 3 clusters Score -2503712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2503714.250000 Penalty: 4927.104004
	Iteration 75Q: 3 clusters Score -2503714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2503714.250000 Penalty: 4927.104004
	Iteration 76F: 3 clusters Score -2503714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Entering Unmasked Estep 
Score: -1254689.000000 Penalty: 2297.982666
	Iteration 0F: 2 clusters Score -1254689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1246684.250000 Penalty: 4595.965332
	Iteration 0F: 3 clusters Score -1246684 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1249047.625000 Penalty: 4595.965332
	Iteration 1F: 3 clusters Score -1249048 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1249450.375000 Penalty: 4595.965332
	Iteration 2F: 3 clusters Score -1249450 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1249788.750000 Penalty: 4595.965332
	Iteration 3F: 3 clusters Score -1249789 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1250124.125000 Penalty: 4595.965332
	Iteration 4F: 3 clusters Score -1250124 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1250498.250000 Penalty: 4595.965332
	Iteration 5F: 3 clusters Score -1250498 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1250940.375000 Penalty: 4595.965332
	Iteration 6F: 3 clusters Score -1250940 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1251395.750000 Penalty: 4595.965332
	Iteration 7F: 3 clusters Score -1251396 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1251751.875000 Penalty: 4595.965332
	Iteration 8Q: 3 clusters Score -1251752 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1252003.750000 Penalty: 4595.965332
	Iteration 9Q: 3 clusters Score -1252004 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1252189.750000 Penalty: 4595.965332
	Iteration 10Q: 3 clusters Score -1252190 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1252333.750000 Penalty: 4595.965332
	Iteration 11Q: 3 clusters Score -1252334 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1252436.375000 Penalty: 4595.965332
	Iteration 12Q: 3 clusters Score -1252436 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1252540.750000 Penalty: 4595.965332
	Iteration 13Q: 3 clusters Score -1252541 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1252669.875000 Penalty: 4595.965332
	Iteration 14Q: 3 clusters Score -1252670 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1252763.500000 Penalty: 4595.965332
	Iteration 15Q: 3 clusters Score -1252764 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1252835.375000 Penalty: 4595.965332
	Iteration 16Q: 3 clusters Score -1252835 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1252902.625000 Penalty: 4595.965332
	Iteration 17Q: 3 clusters Score -1252903 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1252947.375000 Penalty: 4595.965332
	Iteration 18Q: 3 clusters Score -1252947 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1252994.375000 Penalty: 4595.965332
	Iteration 19Q: 3 clusters Score -1252994 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1253026.250000 Penalty: 4595.965332
	Iteration 20F: 3 clusters Score -1253026 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1253051.375000 Penalty: 4595.965332
	Iteration 21Q: 3 clusters Score -1253051 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1253068.250000 Penalty: 4595.965332
	Iteration 22Q: 3 clusters Score -1253068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1253092.000000 Penalty: 4595.965332
	Iteration 23Q: 3 clusters Score -1253092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1253095.625000 Penalty: 4595.965332
	Iteration 24Q: 3 clusters Score -1253096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1253110.000000 Penalty: 4595.965332
	Iteration 25Q: 3 clusters Score -1253110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1253124.000000 Penalty: 4595.965332
	Iteration 26Q: 3 clusters Score -1253124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1253134.625000 Penalty: 4595.965332
	Iteration 27Q: 3 clusters Score -1253135 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1253143.500000 Penalty: 4595.965332
	Iteration 28Q: 3 clusters Score -1253144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1253151.375000 Penalty: 4595.965332
	Iteration 29Q: 3 clusters Score -1253151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1253155.625000 Penalty: 4595.965332
	Iteration 30Q: 3 clusters Score -1253156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1253162.750000 Penalty: 4595.965332
	Iteration 31Q: 3 clusters Score -1253163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1253176.000000 Penalty: 4595.965332
	Iteration 32Q: 3 clusters Score -1253176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1253181.500000 Penalty: 4595.965332
	Iteration 33Q: 3 clusters Score -1253182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1253182.750000 Penalty: 4595.965332
	Iteration 34Q: 3 clusters Score -1253183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1253188.250000 Penalty: 4595.965332
	Iteration 35Q: 3 clusters Score -1253188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1253200.625000 Penalty: 4595.965332
	Iteration 36Q: 3 clusters Score -1253201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1253206.500000 Penalty: 4595.965332
	Iteration 37Q: 3 clusters Score -1253206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1253217.250000 Penalty: 4595.965332
	Iteration 38Q: 3 clusters Score -1253217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1253220.625000 Penalty: 4595.965332
	Iteration 39Q: 3 clusters Score -1253221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1253223.875000 Penalty: 4595.965332
	Iteration 40F: 3 clusters Score -1253224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1253224.625000 Penalty: 4595.965332
	Iteration 41Q: 3 clusters Score -1253225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1253225.250000 Penalty: 4595.965332
	Iteration 42Q: 3 clusters Score -1253225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1253226.875000 Penalty: 4595.965332
	Iteration 43Q: 3 clusters Score -1253227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1253227.625000 Penalty: 4595.965332
	Iteration 44Q: 3 clusters Score -1253228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1253228.000000 Penalty: 4595.965332
	Iteration 45Q: 3 clusters Score -1253228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1253229.250000 Penalty: 4595.965332
	Iteration 46Q: 3 clusters Score -1253229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1253230.625000 Penalty: 4595.965332
	Iteration 47Q: 3 clusters Score -1253231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1253230.875000 Penalty: 4595.965332
	Iteration 48Q: 3 clusters Score -1253231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1253234.500000 Penalty: 4595.965332
	Iteration 49Q: 3 clusters Score -1253234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1253234.500000 Penalty: 4595.965332
	Iteration 50Q: 3 clusters Score -1253234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1253234.000000 Penalty: 4595.965332
	Iteration 51Q: 3 clusters Score -1253234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1253235.250000 Penalty: 4595.965332
	Iteration 52Q: 3 clusters Score -1253235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1253235.500000 Penalty: 4595.965332
	Iteration 53Q: 3 clusters Score -1253236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1253234.750000 Penalty: 4595.965332
	Iteration 54Q: 3 clusters Score -1253235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1253237.250000 Penalty: 4595.965332
	Iteration 55Q: 3 clusters Score -1253237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1253236.625000 Penalty: 4595.965332
	Iteration 56Q: 3 clusters Score -1253237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1253240.375000 Penalty: 4595.965332
	Iteration 57Q: 3 clusters Score -1253240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1253238.625000 Penalty: 4595.965332
	Iteration 58Q: 3 clusters Score -1253239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1253242.250000 Penalty: 4595.965332
	Iteration 59Q: 3 clusters Score -1253242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1253240.625000 Penalty: 4595.965332
	Iteration 60F: 3 clusters Score -1253241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Entering Unmasked Estep 
Score: -2862282.750000 Penalty: 2489.710205
	Iteration 0F: 2 clusters Score -2862283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2846310.750000 Penalty: 4979.420410
	Iteration 0F: 3 clusters Score -2846311 nChanged 10069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2851611.250000 Penalty: 4979.420410
	Iteration 1F: 3 clusters Score -2851611 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2851961.250000 Penalty: 4979.420410
	Iteration 2Q: 3 clusters Score -2851961 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2852284.250000 Penalty: 4979.420410
	Iteration 3Q: 3 clusters Score -2852284 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2852652.750000 Penalty: 4979.420410
	Iteration 4Q: 3 clusters Score -2852653 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2853102.750000 Penalty: 4979.420410
	Iteration 5Q: 3 clusters Score -2853103 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2853726.750000 Penalty: 4979.420410
	Iteration 6Q: 3 clusters Score -2853727 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2854533.250000 Penalty: 4979.420410
	Iteration 7Q: 3 clusters Score -2854533 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2855466.000000 Penalty: 4979.420410
	Iteration 8F: 3 clusters Score -2855466 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2856281.000000 Penalty: 4979.420410
	Iteration 9F: 3 clusters Score -2856281 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2857047.750000 Penalty: 4979.420410
	Iteration 10F: 3 clusters Score -2857048 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2857747.500000 Penalty: 4979.420410
	Iteration 11F: 3 clusters Score -2857748 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2858314.500000 Penalty: 4979.420410
	Iteration 12Q: 3 clusters Score -2858314 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2858754.000000 Penalty: 4979.420410
	Iteration 13Q: 3 clusters Score -2858754 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2859097.750000 Penalty: 4979.420410
	Iteration 14Q: 3 clusters Score -2859098 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2859419.500000 Penalty: 4979.420410
	Iteration 15Q: 3 clusters Score -2859420 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2859709.750000 Penalty: 4979.420410
	Iteration 16Q: 3 clusters Score -2859710 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2860004.250000 Penalty: 4979.420410
	Iteration 17Q: 3 clusters Score -2860004 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2860235.500000 Penalty: 4979.420410
	Iteration 18Q: 3 clusters Score -2860236 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2860474.000000 Penalty: 4979.420410
	Iteration 19Q: 3 clusters Score -2860474 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2860706.250000 Penalty: 4979.420410
	Iteration 20F: 3 clusters Score -2860706 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2860869.250000 Penalty: 4979.420410
	Iteration 21Q: 3 clusters Score -2860869 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2860995.750000 Penalty: 4979.420410
	Iteration 22Q: 3 clusters Score -2860996 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2861072.250000 Penalty: 4979.420410
	Iteration 23Q: 3 clusters Score -2861072 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2861126.500000 Penalty: 4979.420410
	Iteration 24Q: 3 clusters Score -2861126 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2861185.500000 Penalty: 4979.420410
	Iteration 25Q: 3 clusters Score -2861186 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2861215.250000 Penalty: 4979.420410
	Iteration 26Q: 3 clusters Score -2861215 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2861248.250000 Penalty: 4979.420410
	Iteration 27Q: 3 clusters Score -2861248 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2861283.500000 Penalty: 4979.420410
	Iteration 28Q: 3 clusters Score -2861284 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2861315.250000 Penalty: 4979.420410
	Iteration 29Q: 3 clusters Score -2861315 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2861334.250000 Penalty: 4979.420410
	Iteration 30Q: 3 clusters Score -2861334 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2861355.250000 Penalty: 4979.420410
	Iteration 31Q: 3 clusters Score -2861355 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2861357.500000 Penalty: 4979.420410
	Iteration 32Q: 3 clusters Score -2861358 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2861378.000000 Penalty: 4979.420410
	Iteration 33Q: 3 clusters Score -2861378 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2861397.500000 Penalty: 4979.420410
	Iteration 34Q: 3 clusters Score -2861398 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2861404.500000 Penalty: 4979.420410
	Iteration 35Q: 3 clusters Score -2861404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2861417.250000 Penalty: 4979.420410
	Iteration 36Q: 3 clusters Score -2861417 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2861430.500000 Penalty: 4979.420410
	Iteration 37Q: 3 clusters Score -2861430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2861434.000000 Penalty: 4979.420410
	Iteration 38Q: 3 clusters Score -2861434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2861452.750000 Penalty: 4979.420410
	Iteration 39Q: 3 clusters Score -2861453 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2861467.000000 Penalty: 4979.420410
	Iteration 40F: 3 clusters Score -2861467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2861467.750000 Penalty: 4979.420410
	Iteration 41Q: 3 clusters Score -2861468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2861466.750000 Penalty: 4979.420410
	Iteration 42Q: 3 clusters Score -2861467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2861465.500000 Penalty: 4979.420410
	Iteration 43Q: 3 clusters Score -2861466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2861467.250000 Penalty: 4979.420410
	Iteration 44Q: 3 clusters Score -2861467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2861474.250000 Penalty: 4979.420410
	Iteration 45Q: 3 clusters Score -2861474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2861478.000000 Penalty: 4979.420410
	Iteration 46Q: 3 clusters Score -2861478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2861483.500000 Penalty: 4979.420410
	Iteration 47Q: 3 clusters Score -2861484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2861484.250000 Penalty: 4979.420410
	Iteration 48Q: 3 clusters Score -2861484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2861489.750000 Penalty: 4979.420410
	Iteration 49Q: 3 clusters Score -2861490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2861488.250000 Penalty: 4979.420410
	Iteration 50Q: 3 clusters Score -2861488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2861493.750000 Penalty: 4979.420410
	Iteration 51Q: 3 clusters Score -2861494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2861486.000000 Penalty: 4979.420410
	Iteration 52Q: 3 clusters Score -2861486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2861495.500000 Penalty: 4979.420410
	Iteration 53Q: 3 clusters Score -2861496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -2861496.000000 Penalty: 4979.420410
	Iteration 54Q: 3 clusters Score -2861496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2861500.000000 Penalty: 4979.420410
	Iteration 55Q: 3 clusters Score -2861500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2861499.250000 Penalty: 4979.420410
	Iteration 56Q: 3 clusters Score -2861499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2861495.000000 Penalty: 4979.420410
	Iteration 57Q: 3 clusters Score -2861495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2861498.250000 Penalty: 4979.420410
	Iteration 58Q: 3 clusters Score -2861498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2861499.250000 Penalty: 4979.420410
	Iteration 59Q: 3 clusters Score -2861499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2861492.750000 Penalty: 4979.420410
	Iteration 60F: 3 clusters Score -2861493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -39192.593750 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -39192.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37835.589844 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -37835.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37975.921875 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -37975.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38023.226562 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -38023.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38038.714844 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -38038.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38064.574219 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -38064.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38108.253906 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -38108.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38135.023438 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -38135.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38184.968750 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -38184.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38207.878906 Penalty: 2913.965820
	Iteration 8Q: 3 clusters Score -38207.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38221.933594 Penalty: 2913.965820
	Iteration 9Q: 3 clusters Score -38221.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38233.144531 Penalty: 2913.965820
	Iteration 10Q: 3 clusters Score -38233.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38237.628906 Penalty: 2913.965820
	Iteration 11Q: 3 clusters Score -38237.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38239.640625 Penalty: 2913.965820
	Iteration 12Q: 3 clusters Score -38239.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38239.640625 Penalty: 2913.965820
	Iteration 13F: 3 clusters Score -38239.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -86631.343750 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -86631.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -84875.804688 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -84875.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -85126.015625 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -85126.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85210.867188 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -85210.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -85254.335938 Penalty: 3282.231934
	Iteration 3Q: 3 clusters Score -85254.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -85285.601562 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -85285.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -85308.031250 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -85308.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85331.062500 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -85331.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -85337.390625 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -85337.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -85345.718750 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -85345.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85358.820312 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -85358.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85366.507812 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -85366.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85371.148438 Penalty: 3282.231934
	Iteration 11Q: 3 clusters Score -85371.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85388.187500 Penalty: 3282.231934
	Iteration 12Q: 3 clusters Score -85388.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -85415.148438 Penalty: 3282.231934
	Iteration 13Q: 3 clusters Score -85415.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -85431.437500 Penalty: 3282.231934
	Iteration 14Q: 3 clusters Score -85431.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85442.648438 Penalty: 3282.231934
	Iteration 15Q: 3 clusters Score -85442.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85461.765625 Penalty: 3282.231934
	Iteration 16Q: 3 clusters Score -85461.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -85491.554688 Penalty: 3282.231934
	Iteration 17Q: 3 clusters Score -85491.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85541.140625 Penalty: 3282.231934
	Iteration 18Q: 3 clusters Score -85541.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85576.101562 Penalty: 3282.231934
	Iteration 19Q: 3 clusters Score -85576.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -85627.414062 Penalty: 3282.231934
	Iteration 20F: 3 clusters Score -85627.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -85702.578125 Penalty: 3282.231934
	Iteration 21Q: 3 clusters Score -85702.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -85739.421875 Penalty: 3282.231934
	Iteration 22Q: 3 clusters Score -85739.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -85794.640625 Penalty: 3282.231934
	Iteration 23Q: 3 clusters Score -85794.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -85838.585938 Penalty: 3282.231934
	Iteration 24Q: 3 clusters Score -85838.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -85863.179688 Penalty: 3282.231934
	Iteration 25Q: 3 clusters Score -85863.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -85889.859375 Penalty: 3282.231934
	Iteration 26Q: 3 clusters Score -85889.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -85902.343750 Penalty: 3282.231934
	Iteration 27Q: 3 clusters Score -85902.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -85913.468750 Penalty: 3282.231934
	Iteration 28Q: 3 clusters Score -85913.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -85924.523438 Penalty: 3282.231934
	Iteration 29Q: 3 clusters Score -85924.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -85934.570312 Penalty: 3282.231934
	Iteration 30Q: 3 clusters Score -85934.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -85938.453125 Penalty: 3282.231934
	Iteration 31Q: 3 clusters Score -85938.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -85942.609375 Penalty: 3282.231934
	Iteration 32Q: 3 clusters Score -85942.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -85950.054688 Penalty: 3282.231934
	Iteration 33Q: 3 clusters Score -85950.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -85951.445312 Penalty: 3282.231934
	Iteration 34Q: 3 clusters Score -85951.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -85953.273438 Penalty: 3282.231934
	Iteration 35Q: 3 clusters Score -85953.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -85955.117188 Penalty: 3282.231934
	Iteration 36Q: 3 clusters Score -85955.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -85956.390625 Penalty: 3282.231934
	Iteration 37Q: 3 clusters Score -85956.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -85956.390625 Penalty: 3282.231934
	Iteration 38F: 3 clusters Score -85956.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (294208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294208 members 
Entering Unmasked Estep 
Score: -36474424.000000 Penalty: 3122.826416
	Iteration 0F: 2 clusters Score -3.647442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147219 members 
Mstep: Class 2 contains 146989 members 
Entering Unmasked Estep 
Score: -36288368.000000 Penalty: 6245.652832
	Iteration 0F: 3 clusters Score -3.628837e+07 nChanged 142841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147442 members 
Mstep: Class 2 contains 146766 members 
Entering Unmasked Estep 
Score: -36374128.000000 Penalty: 6245.652832
	Iteration 1F: 3 clusters Score -3.637413e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147710 members 
Mstep: Class 2 contains 146498 members 
Entering Unmasked Estep 
Score: -36375480.000000 Penalty: 6245.652832
	Iteration 2Q: 3 clusters Score -3.637548e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148048 members 
Mstep: Class 2 contains 146160 members 
Entering Unmasked Estep 
Score: -36376788.000000 Penalty: 6245.652832
	Iteration 3Q: 3 clusters Score -3.637679e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148618 members 
Mstep: Class 2 contains 145590 members 
Entering Unmasked Estep 
Score: -36378564.000000 Penalty: 6245.652832
	Iteration 4Q: 3 clusters Score -3.637856e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149651 members 
Mstep: Class 2 contains 144557 members 
Entering Unmasked Estep 
Score: -36380912.000000 Penalty: 6245.652832
	Iteration 5Q: 3 clusters Score -3.638091e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151190 members 
Mstep: Class 2 contains 143018 members 
Entering Unmasked Estep 
Score: -36384012.000000 Penalty: 6245.652832
	Iteration 6Q: 3 clusters Score -3.638401e+07 nChanged 11176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153570 members 
Mstep: Class 2 contains 140638 members 
Entering Unmasked Estep 
Score: -36388432.000000 Penalty: 6245.652832
	Iteration 7Q: 3 clusters Score -3.638843e+07 nChanged 13787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156829 members 
Mstep: Class 2 contains 137379 members 
Entering Unmasked Estep 
Score: -36395652.000000 Penalty: 6245.652832
	Iteration 8Q: 3 clusters Score -3.639565e+07 nChanged 16804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160831 members 
Mstep: Class 2 contains 133377 members 
Entering Unmasked Estep 
Score: -36407576.000000 Penalty: 6245.652832
	Iteration 9F: 3 clusters Score -3.640758e+07 nChanged 18751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165178 members 
Mstep: Class 2 contains 129030 members 
Entering Unmasked Estep 
Score: -36421464.000000 Penalty: 6245.652832
	Iteration 10F: 3 clusters Score -3.642146e+07 nChanged 17683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168873 members 
Mstep: Class 2 contains 125335 members 
Entering Unmasked Estep 
Score: -36432520.000000 Penalty: 6245.652832
	Iteration 11F: 3 clusters Score -3.643252e+07 nChanged 12876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171747 members 
Mstep: Class 2 contains 122461 members 
Entering Unmasked Estep 
Score: -36437404.000000 Penalty: 6245.652832
	Iteration 12Q: 3 clusters Score -3.64374e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174448 members 
Mstep: Class 2 contains 119760 members 
Entering Unmasked Estep 
Score: -36439256.000000 Penalty: 6245.652832
	Iteration 13Q: 3 clusters Score -3.643926e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177196 members 
Mstep: Class 2 contains 117012 members 
Entering Unmasked Estep 
Score: -36440448.000000 Penalty: 6245.652832
	Iteration 14Q: 3 clusters Score -3.644045e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180020 members 
Mstep: Class 2 contains 114188 members 
Entering Unmasked Estep 
Score: -36442316.000000 Penalty: 6245.652832
	Iteration 15Q: 3 clusters Score -3.644232e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182918 members 
Mstep: Class 2 contains 111290 members 
Entering Unmasked Estep 
Score: -36443612.000000 Penalty: 6245.652832
	Iteration 16Q: 3 clusters Score -3.644361e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185973 members 
Mstep: Class 2 contains 108235 members 
Entering Unmasked Estep 
Score: -36445224.000000 Penalty: 6245.652832
	Iteration 17Q: 3 clusters Score -3.644522e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189204 members 
Mstep: Class 2 contains 105004 members 
Entering Unmasked Estep 
Score: -36447128.000000 Penalty: 6245.652832
	Iteration 18Q: 3 clusters Score -3.644713e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192633 members 
Mstep: Class 2 contains 101575 members 
Entering Unmasked Estep 
Score: -36448708.000000 Penalty: 6245.652832
	Iteration 19Q: 3 clusters Score -3.644871e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196256 members 
Mstep: Class 2 contains 97952 members 
Entering Unmasked Estep 
Score: -36450596.000000 Penalty: 6245.652832
	Iteration 20F: 3 clusters Score -3.64506e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200073 members 
Mstep: Class 2 contains 94135 members 
Entering Unmasked Estep 
Score: -36452468.000000 Penalty: 6245.652832
	Iteration 21Q: 3 clusters Score -3.645247e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203912 members 
Mstep: Class 2 contains 90296 members 
Entering Unmasked Estep 
Score: -36454360.000000 Penalty: 6245.652832
	Iteration 22Q: 3 clusters Score -3.645436e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207683 members 
Mstep: Class 2 contains 86525 members 
Entering Unmasked Estep 
Score: -36456516.000000 Penalty: 6245.652832
	Iteration 23Q: 3 clusters Score -3.645652e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211750 members 
Mstep: Class 2 contains 82458 members 
Entering Unmasked Estep 
Score: -36458860.000000 Penalty: 6245.652832
	Iteration 24Q: 3 clusters Score -3.645886e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215733 members 
Mstep: Class 2 contains 78475 members 
Entering Unmasked Estep 
Score: -36461156.000000 Penalty: 6245.652832
	Iteration 25Q: 3 clusters Score -3.646116e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219643 members 
Mstep: Class 2 contains 74565 members 
Entering Unmasked Estep 
Score: -36463612.000000 Penalty: 6245.652832
	Iteration 26Q: 3 clusters Score -3.646361e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223514 members 
Mstep: Class 2 contains 70694 members 
Entering Unmasked Estep 
Score: -36465764.000000 Penalty: 6245.652832
	Iteration 27Q: 3 clusters Score -3.646576e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227502 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -36467512.000000 Penalty: 6245.652832
	Iteration 28Q: 3 clusters Score -3.646751e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231342 members 
Mstep: Class 2 contains 62866 members 
Entering Unmasked Estep 
Score: -36469060.000000 Penalty: 6245.652832
	Iteration 29Q: 3 clusters Score -3.646906e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234916 members 
Mstep: Class 2 contains 59292 members 
Entering Unmasked Estep 
Score: -36470236.000000 Penalty: 6245.652832
	Iteration 30Q: 3 clusters Score -3.647024e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238506 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -36471212.000000 Penalty: 6245.652832
	Iteration 31Q: 3 clusters Score -3.647121e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242300 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -36472148.000000 Penalty: 6245.652832
	Iteration 32Q: 3 clusters Score -3.647215e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246403 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -36472804.000000 Penalty: 6245.652832
	Iteration 33Q: 3 clusters Score -3.64728e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250592 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -36473212.000000 Penalty: 6245.652832
	Iteration 34Q: 3 clusters Score -3.647321e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254788 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -36473764.000000 Penalty: 6245.652832
	Iteration 35Q: 3 clusters Score -3.647376e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259065 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -36473972.000000 Penalty: 6245.652832
	Iteration 36Q: 3 clusters Score -3.647397e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263302 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -36474308.000000 Penalty: 6245.652832
	Iteration 37Q: 3 clusters Score -3.647431e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267286 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -36474716.000000 Penalty: 6245.652832
	Iteration 38Q: 3 clusters Score -3.647472e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271034 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -36474616.000000 Penalty: 6245.652832
	Iteration 39Q: 3 clusters Score -3.647462e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274338 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -36474752.000000 Penalty: 6245.652832
	Iteration 40F: 3 clusters Score -3.647475e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277684 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -36475020.000000 Penalty: 6245.652832
	Iteration 41Q: 3 clusters Score -3.647502e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280551 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -36475012.000000 Penalty: 6245.652832
	Iteration 42Q: 3 clusters Score -3.647501e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283001 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -36475004.000000 Penalty: 6245.652832
	Iteration 43Q: 3 clusters Score -3.6475e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284999 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -36474816.000000 Penalty: 6245.652832
	Iteration 44Q: 3 clusters Score -3.647482e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286602 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -36474672.000000 Penalty: 6245.652832
	Iteration 45Q: 3 clusters Score -3.647467e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287866 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -36474712.000000 Penalty: 6245.652832
	Iteration 46Q: 3 clusters Score -3.647471e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288855 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -36474424.000000 Penalty: 6245.652832
	Iteration 47Q: 3 clusters Score -3.647442e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289653 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -36474308.000000 Penalty: 6245.652832
	Iteration 48Q: 3 clusters Score -3.647431e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290269 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -36474148.000000 Penalty: 6245.652832
	Iteration 49Q: 3 clusters Score -3.647415e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290767 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -36473968.000000 Penalty: 6245.652832
	Iteration 50Q: 3 clusters Score -3.647397e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291179 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -36473904.000000 Penalty: 6245.652832
	Iteration 51Q: 3 clusters Score -3.64739e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291488 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -36473808.000000 Penalty: 6245.652832
	Iteration 52Q: 3 clusters Score -3.647381e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291713 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -36473712.000000 Penalty: 6245.652832
	Iteration 53Q: 3 clusters Score -3.647371e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291862 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -36473624.000000 Penalty: 6245.652832
	Iteration 54Q: 3 clusters Score -3.647362e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292000 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -36473536.000000 Penalty: 6245.652832
	Iteration 55Q: 3 clusters Score -3.647354e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292111 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -36473412.000000 Penalty: 6245.652832
	Iteration 56Q: 3 clusters Score -3.647341e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292195 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -36473440.000000 Penalty: 6245.652832
	Iteration 57Q: 3 clusters Score -3.647344e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292267 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -36473408.000000 Penalty: 6245.652832
	Iteration 58Q: 3 clusters Score -3.647341e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292327 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -36473396.000000 Penalty: 6245.652832
	Iteration 59Q: 3 clusters Score -3.64734e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292369 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -36473420.000000 Penalty: 6245.652832
	Iteration 60F: 3 clusters Score -3.647342e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292400 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -36473380.000000 Penalty: 6245.652832
	Iteration 61Q: 3 clusters Score -3.647338e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292429 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -36473340.000000 Penalty: 6245.652832
	Iteration 62Q: 3 clusters Score -3.647334e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292448 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -36473308.000000 Penalty: 6245.652832
	Iteration 63Q: 3 clusters Score -3.647331e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292466 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -36473328.000000 Penalty: 6245.652832
	Iteration 64Q: 3 clusters Score -3.647333e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292483 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -36473336.000000 Penalty: 6245.652832
	Iteration 65Q: 3 clusters Score -3.647334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292494 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -36473308.000000 Penalty: 6245.652832
	Iteration 66Q: 3 clusters Score -3.647331e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292504 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -36473324.000000 Penalty: 6245.652832
	Iteration 67Q: 3 clusters Score -3.647332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292513 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -36473340.000000 Penalty: 6245.652832
	Iteration 68Q: 3 clusters Score -3.647334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292521 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -36473332.000000 Penalty: 6245.652832
	Iteration 69Q: 3 clusters Score -3.647333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292526 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -36473332.000000 Penalty: 6245.652832
	Iteration 70Q: 3 clusters Score -3.647333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292530 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -36473336.000000 Penalty: 6245.652832
	Iteration 71Q: 3 clusters Score -3.647334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292539 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -36473328.000000 Penalty: 6245.652832
	Iteration 72Q: 3 clusters Score -3.647333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292543 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -36473324.000000 Penalty: 6245.652832
	Iteration 73Q: 3 clusters Score -3.647332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292549 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -36473312.000000 Penalty: 6245.652832
	Iteration 74Q: 3 clusters Score -3.647331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292554 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -36473312.000000 Penalty: 6245.652832
	Iteration 75Q: 3 clusters Score -3.647331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292558 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -36473304.000000 Penalty: 6245.652832
	Iteration 76Q: 3 clusters Score -3.64733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292564 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -36473284.000000 Penalty: 6245.652832
	Iteration 77Q: 3 clusters Score -3.647328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292573 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -36473256.000000 Penalty: 6245.652832
	Iteration 78Q: 3 clusters Score -3.647326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292584 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -36473252.000000 Penalty: 6245.652832
	Iteration 79Q: 3 clusters Score -3.647325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292592 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -36473248.000000 Penalty: 6245.652832
	Iteration 80F: 3 clusters Score -3.647325e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292605 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -36473300.000000 Penalty: 6245.652832
	Iteration 81Q: 3 clusters Score -3.64733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292613 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -36473316.000000 Penalty: 6245.652832
	Iteration 82Q: 3 clusters Score -3.647332e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292623 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -36473300.000000 Penalty: 6245.652832
	Iteration 83Q: 3 clusters Score -3.64733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292635 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -36473300.000000 Penalty: 6245.652832
	Iteration 84Q: 3 clusters Score -3.64733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292644 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -36473328.000000 Penalty: 6245.652832
	Iteration 85Q: 3 clusters Score -3.647333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292653 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -36473308.000000 Penalty: 6245.652832
	Iteration 86Q: 3 clusters Score -3.647331e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292661 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -36473312.000000 Penalty: 6245.652832
	Iteration 87Q: 3 clusters Score -3.647331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292667 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -36473316.000000 Penalty: 6245.652832
	Iteration 88Q: 3 clusters Score -3.647332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292671 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -36473300.000000 Penalty: 6245.652832
	Iteration 89Q: 3 clusters Score -3.64733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292674 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -36473288.000000 Penalty: 6245.652832
	Iteration 90Q: 3 clusters Score -3.647329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292683 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -36473276.000000 Penalty: 6245.652832
	Iteration 91Q: 3 clusters Score -3.647328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292690 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -36473276.000000 Penalty: 6245.652832
	Iteration 92Q: 3 clusters Score -3.647328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292695 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -36473276.000000 Penalty: 6245.652832
	Iteration 93Q: 3 clusters Score -3.647328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292699 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -36473276.000000 Penalty: 6245.652832
	Iteration 94Q: 3 clusters Score -3.647328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292703 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -36473272.000000 Penalty: 6245.652832
	Iteration 95Q: 3 clusters Score -3.647327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292707 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -36473264.000000 Penalty: 6245.652832
	Iteration 96Q: 3 clusters Score -3.647326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292708 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -36473260.000000 Penalty: 6245.652832
	Iteration 97Q: 3 clusters Score -3.647326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292708 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -36473260.000000 Penalty: 6245.652832
	Iteration 98F: 3 clusters Score -3.647326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -68874.976562 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -68874.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67231.179688 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -67231.18 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -67462.734375 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -67462.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -67589.109375 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -67589.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -67694.242188 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -67694.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -67794.539062 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -67794.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -67898.984375 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -67898.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -67933.281250 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -67933.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67943.187500 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -67943.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -67955.523438 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -67955.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -67968.601562 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -67968.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -67977.812500 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -67977.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -67979.093750 Penalty: 3172.049805
	Iteration 11Q: 3 clusters Score -67979.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -67979.093750 Penalty: 3172.049805
	Iteration 12F: 3 clusters Score -67979.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Entering Unmasked Estep 
Score: -270635.906250 Penalty: 1967.848145
	Iteration 0F: 2 clusters Score -270635.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -267531.937500 Penalty: 3935.696289
	Iteration 0F: 3 clusters Score -267531.9 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -268292.843750 Penalty: 3935.696289
	Iteration 1F: 3 clusters Score -268292.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -268591.937500 Penalty: 3935.696289
	Iteration 2F: 3 clusters Score -268591.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -268932.531250 Penalty: 3935.696289
	Iteration 3F: 3 clusters Score -268932.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -269255.968750 Penalty: 3935.696289
	Iteration 4F: 3 clusters Score -269256 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -269474.218750 Penalty: 3935.696289
	Iteration 5F: 3 clusters Score -269474.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -269593.781250 Penalty: 3935.696289
	Iteration 6Q: 3 clusters Score -269593.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -269680.343750 Penalty: 3935.696289
	Iteration 7Q: 3 clusters Score -269680.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -269744.562500 Penalty: 3935.696289
	Iteration 8Q: 3 clusters Score -269744.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -269779.281250 Penalty: 3935.696289
	Iteration 9Q: 3 clusters Score -269779.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -269801.968750 Penalty: 3935.696289
	Iteration 10Q: 3 clusters Score -269802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -269819.312500 Penalty: 3935.696289
	Iteration 11Q: 3 clusters Score -269819.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -269833.062500 Penalty: 3935.696289
	Iteration 12Q: 3 clusters Score -269833.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -269843.218750 Penalty: 3935.696289
	Iteration 13Q: 3 clusters Score -269843.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -269850.343750 Penalty: 3935.696289
	Iteration 14Q: 3 clusters Score -269850.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -269853.968750 Penalty: 3935.696289
	Iteration 15Q: 3 clusters Score -269854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -269856.375000 Penalty: 3935.696289
	Iteration 16Q: 3 clusters Score -269856.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -269857.468750 Penalty: 3935.696289
	Iteration 17Q: 3 clusters Score -269857.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -269857.125000 Penalty: 3935.696289
	Iteration 18Q: 3 clusters Score -269857.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -269857.125000 Penalty: 3935.696289
	Iteration 19F: 3 clusters Score -269857.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Entering Unmasked Estep 
Score: -729478.625000 Penalty: 2156.651611
	Iteration 0F: 2 clusters Score -729478.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -724278.187500 Penalty: 4313.303223
	Iteration 0F: 3 clusters Score -724278.2 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -725551.250000 Penalty: 4313.303223
	Iteration 1F: 3 clusters Score -725551.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -725795.312500 Penalty: 4313.303223
	Iteration 2F: 3 clusters Score -725795.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -725951.562500 Penalty: 4313.303223
	Iteration 3F: 3 clusters Score -725951.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -726074.500000 Penalty: 4313.303223
	Iteration 4Q: 3 clusters Score -726074.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -726157.312500 Penalty: 4313.303223
	Iteration 5Q: 3 clusters Score -726157.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -726207.062500 Penalty: 4313.303223
	Iteration 6Q: 3 clusters Score -726207.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -726242.000000 Penalty: 4313.303223
	Iteration 7Q: 3 clusters Score -726242 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -726276.625000 Penalty: 4313.303223
	Iteration 8Q: 3 clusters Score -726276.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -726304.437500 Penalty: 4313.303223
	Iteration 9Q: 3 clusters Score -726304.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -726335.375000 Penalty: 4313.303223
	Iteration 10Q: 3 clusters Score -726335.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -726352.250000 Penalty: 4313.303223
	Iteration 11Q: 3 clusters Score -726352.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -726371.000000 Penalty: 4313.303223
	Iteration 12Q: 3 clusters Score -726371 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -726396.625000 Penalty: 4313.303223
	Iteration 13Q: 3 clusters Score -726396.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -726419.000000 Penalty: 4313.303223
	Iteration 14Q: 3 clusters Score -726419 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -726439.687500 Penalty: 4313.303223
	Iteration 15Q: 3 clusters Score -726439.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -726458.687500 Penalty: 4313.303223
	Iteration 16Q: 3 clusters Score -726458.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -726482.250000 Penalty: 4313.303223
	Iteration 17Q: 3 clusters Score -726482.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -726503.812500 Penalty: 4313.303223
	Iteration 18Q: 3 clusters Score -726503.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -726529.375000 Penalty: 4313.303223
	Iteration 19Q: 3 clusters Score -726529.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -726560.687500 Penalty: 4313.303223
	Iteration 20F: 3 clusters Score -726560.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -726590.687500 Penalty: 4313.303223
	Iteration 21Q: 3 clusters Score -726590.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -726627.125000 Penalty: 4313.303223
	Iteration 22Q: 3 clusters Score -726627.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -726662.187500 Penalty: 4313.303223
	Iteration 23Q: 3 clusters Score -726662.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -726703.437500 Penalty: 4313.303223
	Iteration 24Q: 3 clusters Score -726703.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -726756.000000 Penalty: 4313.303223
	Iteration 25Q: 3 clusters Score -726756 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -726819.125000 Penalty: 4313.303223
	Iteration 26Q: 3 clusters Score -726819.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -726882.250000 Penalty: 4313.303223
	Iteration 27Q: 3 clusters Score -726882.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -726947.625000 Penalty: 4313.303223
	Iteration 28Q: 3 clusters Score -726947.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -727009.312500 Penalty: 4313.303223
	Iteration 29Q: 3 clusters Score -727009.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -727060.187500 Penalty: 4313.303223
	Iteration 30Q: 3 clusters Score -727060.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -727106.562500 Penalty: 4313.303223
	Iteration 31Q: 3 clusters Score -727106.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -727142.312500 Penalty: 4313.303223
	Iteration 32Q: 3 clusters Score -727142.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -727168.250000 Penalty: 4313.303223
	Iteration 33Q: 3 clusters Score -727168.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -727188.375000 Penalty: 4313.303223
	Iteration 34Q: 3 clusters Score -727188.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -727211.062500 Penalty: 4313.303223
	Iteration 35Q: 3 clusters Score -727211.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -727236.937500 Penalty: 4313.303223
	Iteration 36Q: 3 clusters Score -727236.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -727256.875000 Penalty: 4313.303223
	Iteration 37Q: 3 clusters Score -727256.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -727281.375000 Penalty: 4313.303223
	Iteration 38Q: 3 clusters Score -727281.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -727301.937500 Penalty: 4313.303223
	Iteration 39Q: 3 clusters Score -727301.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -727318.812500 Penalty: 4313.303223
	Iteration 40F: 3 clusters Score -727318.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -727336.125000 Penalty: 4313.303223
	Iteration 41Q: 3 clusters Score -727336.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -727363.562500 Penalty: 4313.303223
	Iteration 42Q: 3 clusters Score -727363.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -727379.937500 Penalty: 4313.303223
	Iteration 43Q: 3 clusters Score -727379.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -727400.500000 Penalty: 4313.303223
	Iteration 44Q: 3 clusters Score -727400.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -727413.750000 Penalty: 4313.303223
	Iteration 45Q: 3 clusters Score -727413.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -727425.625000 Penalty: 4313.303223
	Iteration 46Q: 3 clusters Score -727425.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -727435.625000 Penalty: 4313.303223
	Iteration 47Q: 3 clusters Score -727435.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -727456.750000 Penalty: 4313.303223
	Iteration 48Q: 3 clusters Score -727456.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -727472.125000 Penalty: 4313.303223
	Iteration 49Q: 3 clusters Score -727472.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -727487.875000 Penalty: 4313.303223
	Iteration 50Q: 3 clusters Score -727487.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -727504.500000 Penalty: 4313.303223
	Iteration 51Q: 3 clusters Score -727504.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -727520.937500 Penalty: 4313.303223
	Iteration 52Q: 3 clusters Score -727520.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -727526.250000 Penalty: 4313.303223
	Iteration 53Q: 3 clusters Score -727526.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -727528.875000 Penalty: 4313.303223
	Iteration 54Q: 3 clusters Score -727528.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -727531.875000 Penalty: 4313.303223
	Iteration 55Q: 3 clusters Score -727531.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -727534.000000 Penalty: 4313.303223
	Iteration 56Q: 3 clusters Score -727534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -727537.125000 Penalty: 4313.303223
	Iteration 57Q: 3 clusters Score -727537.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -727543.750000 Penalty: 4313.303223
	Iteration 58Q: 3 clusters Score -727543.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -727548.250000 Penalty: 4313.303223
	Iteration 59Q: 3 clusters Score -727548.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -727551.750000 Penalty: 4313.303223
	Iteration 60F: 3 clusters Score -727551.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -727553.687500 Penalty: 4313.303223
	Iteration 61Q: 3 clusters Score -727553.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -727556.125000 Penalty: 4313.303223
	Iteration 62Q: 3 clusters Score -727556.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -727557.312500 Penalty: 4313.303223
	Iteration 63Q: 3 clusters Score -727557.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -727558.625000 Penalty: 4313.303223
	Iteration 64Q: 3 clusters Score -727558.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -727559.687500 Penalty: 4313.303223
	Iteration 65Q: 3 clusters Score -727559.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -727561.250000 Penalty: 4313.303223
	Iteration 66Q: 3 clusters Score -727561.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -727561.250000 Penalty: 4313.303223
	Iteration 67F: 3 clusters Score -727561.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 111315 members 
Mstep: Class 4 contains 15591 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 16137 members 
Mstep: Class 8 contains 291202 members 
Mstep: Class 9 contains 58451 members 
Mstep: Class 10 contains 27241 members 
Mstep: Class 11 contains 4131 members 
Mstep: Class 12 contains 30295 members 
Mstep: Class 13 contains 13858 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 192889 members 
Mstep: Class 16 contains 77175 members 
Mstep: Class 17 contains 29998 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25141 members 
Mstep: Class 21 contains 3092 members 
Mstep: Class 22 contains 20613 members 
Mstep: Class 23 contains 10573 members 
Mstep: Class 24 contains 22906 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294208 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2793 members 
Mstep: Class 30 contains 5980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597808.000000 Penalty: 104589.859375
Iteration 239Q: 31 clusters Score -1.545978e+08 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 111389 members 
Mstep: Class 4 contains 15610 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 16173 members 
Mstep: Class 8 contains 290852 members 
Mstep: Class 9 contains 58467 members 
Mstep: Class 10 contains 27247 members 
Mstep: Class 11 contains 4131 members 
Mstep: Class 12 contains 30282 members 
Mstep: Class 13 contains 13882 members 
Mstep: Class 14 contains 2877 members 
Mstep: Class 15 contains 192885 members 
Mstep: Class 16 contains 77159 members 
Mstep: Class 17 contains 30017 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25140 members 
Mstep: Class 21 contains 3092 members 
Mstep: Class 22 contains 20582 members 
Mstep: Class 23 contains 10575 members 
Mstep: Class 24 contains 22955 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294371 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2794 members 
Mstep: Class 30 contains 5982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597888.000000 Penalty: 104589.859375
Iteration 240F: 31 clusters Score -1.545979e+08 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 111445 members 
Mstep: Class 4 contains 15637 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 3937 members 
Mstep: Class 7 contains 16212 members 
Mstep: Class 8 contains 290519 members 
Mstep: Class 9 contains 58477 members 
Mstep: Class 10 contains 27265 members 
Mstep: Class 11 contains 4131 members 
Mstep: Class 12 contains 30277 members 
Mstep: Class 13 contains 13913 members 
Mstep: Class 14 contains 2878 members 
Mstep: Class 15 contains 192888 members 
Mstep: Class 16 contains 77148 members 
Mstep: Class 17 contains 30037 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25142 members 
Mstep: Class 21 contains 3094 members 
Mstep: Class 22 contains 20535 members 
Mstep: Class 23 contains 10576 members 
Mstep: Class 24 contains 23027 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294483 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2794 members 
Mstep: Class 30 contains 5983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597712.000000 Penalty: 104589.859375
Iteration 241Q: 31 clusters Score -1.545977e+08 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 111524 members 
Mstep: Class 4 contains 15657 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3938 members 
Mstep: Class 7 contains 16237 members 
Mstep: Class 8 contains 290119 members 
Mstep: Class 9 contains 58486 members 
Mstep: Class 10 contains 27275 members 
Mstep: Class 11 contains 4130 members 
Mstep: Class 12 contains 30273 members 
Mstep: Class 13 contains 13931 members 
Mstep: Class 14 contains 2881 members 
Mstep: Class 15 contains 192859 members 
Mstep: Class 16 contains 77146 members 
Mstep: Class 17 contains 30056 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25143 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 20504 members 
Mstep: Class 23 contains 10572 members 
Mstep: Class 24 contains 23099 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294689 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2796 members 
Mstep: Class 30 contains 5984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597792.000000 Penalty: 104589.859375
Iteration 242Q: 31 clusters Score -1.545978e+08 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 111574 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3938 members 
Mstep: Class 7 contains 16262 members 
Mstep: Class 8 contains 289775 members 
Mstep: Class 9 contains 58488 members 
Mstep: Class 10 contains 27289 members 
Mstep: Class 11 contains 4129 members 
Mstep: Class 12 contains 30265 members 
Mstep: Class 13 contains 13950 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 192831 members 
Mstep: Class 16 contains 77137 members 
Mstep: Class 17 contains 30072 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25149 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 20479 members 
Mstep: Class 23 contains 10566 members 
Mstep: Class 24 contains 23162 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294883 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2798 members 
Mstep: Class 30 contains 5985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598080.000000 Penalty: 104589.859375
Iteration 243Q: 31 clusters Score -1.545981e+08 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 111659 members 
Mstep: Class 4 contains 15705 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 16288 members 
Mstep: Class 8 contains 289433 members 
Mstep: Class 9 contains 58475 members 
Mstep: Class 10 contains 27301 members 
Mstep: Class 11 contains 4128 members 
Mstep: Class 12 contains 30259 members 
Mstep: Class 13 contains 13966 members 
Mstep: Class 14 contains 2886 members 
Mstep: Class 15 contains 192817 members 
Mstep: Class 16 contains 77115 members 
Mstep: Class 17 contains 30098 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25155 members 
Mstep: Class 21 contains 3097 members 
Mstep: Class 22 contains 20453 members 
Mstep: Class 23 contains 10557 members 
Mstep: Class 24 contains 23252 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295023 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2799 members 
Mstep: Class 30 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597664.000000 Penalty: 104589.859375
Iteration 244Q: 31 clusters Score -1.545977e+08 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 111764 members 
Mstep: Class 4 contains 15746 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3940 members 
Mstep: Class 7 contains 16313 members 
Mstep: Class 8 contains 288997 members 
Mstep: Class 9 contains 58481 members 
Mstep: Class 10 contains 27307 members 
Mstep: Class 11 contains 4128 members 
Mstep: Class 12 contains 30249 members 
Mstep: Class 13 contains 13975 members 
Mstep: Class 14 contains 2890 members 
Mstep: Class 15 contains 192802 members 
Mstep: Class 16 contains 77097 members 
Mstep: Class 17 contains 30132 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25148 members 
Mstep: Class 21 contains 3100 members 
Mstep: Class 22 contains 20439 members 
Mstep: Class 23 contains 10555 members 
Mstep: Class 24 contains 23334 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295198 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2800 members 
Mstep: Class 30 contains 5988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597584.000000 Penalty: 104589.859375
Iteration 245Q: 31 clusters Score -1.545976e+08 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 111842 members 
Mstep: Class 4 contains 15782 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3941 members 
Mstep: Class 7 contains 16340 members 
Mstep: Class 8 contains 288575 members 
Mstep: Class 9 contains 58519 members 
Mstep: Class 10 contains 27314 members 
Mstep: Class 11 contains 4130 members 
Mstep: Class 12 contains 30234 members 
Mstep: Class 13 contains 13990 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 192796 members 
Mstep: Class 16 contains 77088 members 
Mstep: Class 17 contains 30166 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25140 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 20425 members 
Mstep: Class 23 contains 10552 members 
Mstep: Class 24 contains 23408 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295350 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2804 members 
Mstep: Class 30 contains 5992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597680.000000 Penalty: 104589.859375
Iteration 246Q: 31 clusters Score -1.545977e+08 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 111957 members 
Mstep: Class 4 contains 15813 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3942 members 
Mstep: Class 7 contains 16356 members 
Mstep: Class 8 contains 288247 members 
Mstep: Class 9 contains 58550 members 
Mstep: Class 10 contains 27317 members 
Mstep: Class 11 contains 4130 members 
Mstep: Class 12 contains 30216 members 
Mstep: Class 13 contains 14007 members 
Mstep: Class 14 contains 2898 members 
Mstep: Class 15 contains 192777 members 
Mstep: Class 16 contains 77076 members 
Mstep: Class 17 contains 30182 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25133 members 
Mstep: Class 21 contains 3097 members 
Mstep: Class 22 contains 20409 members 
Mstep: Class 23 contains 10545 members 
Mstep: Class 24 contains 23495 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295430 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2805 members 
Mstep: Class 30 contains 5991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597664.000000 Penalty: 104589.859375
Iteration 247Q: 31 clusters Score -1.545977e+08 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 112071 members 
Mstep: Class 4 contains 15835 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3943 members 
Mstep: Class 7 contains 16379 members 
Mstep: Class 8 contains 287991 members 
Mstep: Class 9 contains 58582 members 
Mstep: Class 10 contains 27320 members 
Mstep: Class 11 contains 4129 members 
Mstep: Class 12 contains 30204 members 
Mstep: Class 13 contains 14017 members 
Mstep: Class 14 contains 2897 members 
Mstep: Class 15 contains 192806 members 
Mstep: Class 16 contains 77059 members 
Mstep: Class 17 contains 30202 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25135 members 
Mstep: Class 21 contains 3097 members 
Mstep: Class 22 contains 20401 members 
Mstep: Class 23 contains 10535 members 
Mstep: Class 24 contains 23586 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295373 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2811 members 
Mstep: Class 30 contains 5992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597952.000000 Penalty: 104589.859375
Iteration 248Q: 31 clusters Score -1.54598e+08 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 112181 members 
Mstep: Class 4 contains 15858 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3943 members 
Mstep: Class 7 contains 16409 members 
Mstep: Class 8 contains 287730 members 
Mstep: Class 9 contains 58616 members 
Mstep: Class 10 contains 27328 members 
Mstep: Class 11 contains 4129 members 
Mstep: Class 12 contains 30191 members 
Mstep: Class 13 contains 14035 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 192848 members 
Mstep: Class 16 contains 77059 members 
Mstep: Class 17 contains 30216 members 
Mstep: Class 18 contains 891 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25128 members 
Mstep: Class 21 contains 3096 members 
Mstep: Class 22 contains 20389 members 
Mstep: Class 23 contains 10524 members 
Mstep: Class 24 contains 23647 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295324 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2823 members 
Mstep: Class 30 contains 5995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598048.000000 Penalty: 104589.859375
Iteration 249Q: 31 clusters Score -1.54598e+08 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 112307 members 
Mstep: Class 4 contains 15888 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3943 members 
Mstep: Class 7 contains 16430 members 
Mstep: Class 8 contains 287370 members 
Mstep: Class 9 contains 58637 members 
Mstep: Class 10 contains 27326 members 
Mstep: Class 11 contains 4132 members 
Mstep: Class 12 contains 30185 members 
Mstep: Class 13 contains 14053 members 
Mstep: Class 14 contains 2893 members 
Mstep: Class 15 contains 192888 members 
Mstep: Class 16 contains 77062 members 
Mstep: Class 17 contains 30236 members 
Mstep: Class 18 contains 891 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 25112 members 
Mstep: Class 21 contains 3093 members 
Mstep: Class 22 contains 20382 members 
Mstep: Class 23 contains 10517 members 
Mstep: Class 24 contains 23705 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295366 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2828 members 
Mstep: Class 30 contains 6001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598016.000000 Penalty: 104589.859375
Iteration 250Q: 31 clusters Score -1.54598e+08 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 112455 members 
Mstep: Class 4 contains 15907 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3944 members 
Mstep: Class 7 contains 16453 members 
Mstep: Class 8 contains 287083 members 
Mstep: Class 9 contains 58635 members 
Mstep: Class 10 contains 27329 members 
Mstep: Class 11 contains 4132 members 
Mstep: Class 12 contains 30176 members 
Mstep: Class 13 contains 14066 members 
Mstep: Class 14 contains 2893 members 
Mstep: Class 15 contains 192927 members 
Mstep: Class 16 contains 77057 members 
Mstep: Class 17 contains 30246 members 
Mstep: Class 18 contains 891 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25109 members 
Mstep: Class 21 contains 3093 members 
Mstep: Class 22 contains 20362 members 
Mstep: Class 23 contains 10515 members 
Mstep: Class 24 contains 23778 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295348 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2833 members 
Mstep: Class 30 contains 6006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598144.000000 Penalty: 104589.859375
Iteration 251Q: 31 clusters Score -1.545981e+08 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 112580 members 
Mstep: Class 4 contains 15919 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3944 members 
Mstep: Class 7 contains 16464 members 
Mstep: Class 8 contains 286822 members 
Mstep: Class 9 contains 58638 members 
Mstep: Class 10 contains 27335 members 
Mstep: Class 11 contains 4131 members 
Mstep: Class 12 contains 30169 members 
Mstep: Class 13 contains 14075 members 
Mstep: Class 14 contains 2893 members 
Mstep: Class 15 contains 192942 members 
Mstep: Class 16 contains 77052 members 
Mstep: Class 17 contains 30277 members 
Mstep: Class 18 contains 891 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25108 members 
Mstep: Class 21 contains 3094 members 
Mstep: Class 22 contains 20340 members 
Mstep: Class 23 contains 10514 members 
Mstep: Class 24 contains 23880 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295313 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2837 members 
Mstep: Class 30 contains 6014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597792.000000 Penalty: 104589.859375
Iteration 252Q: 31 clusters Score -1.545978e+08 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 112692 members 
Mstep: Class 4 contains 15937 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3944 members 
Mstep: Class 7 contains 16480 members 
Mstep: Class 8 contains 286488 members 
Mstep: Class 9 contains 58653 members 
Mstep: Class 10 contains 27342 members 
Mstep: Class 11 contains 4129 members 
Mstep: Class 12 contains 30161 members 
Mstep: Class 13 contains 14084 members 
Mstep: Class 14 contains 2896 members 
Mstep: Class 15 contains 192951 members 
Mstep: Class 16 contains 77045 members 
Mstep: Class 17 contains 30305 members 
Mstep: Class 18 contains 891 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25100 members 
Mstep: Class 21 contains 3096 members 
Mstep: Class 22 contains 20326 members 
Mstep: Class 23 contains 10505 members 
Mstep: Class 24 contains 23969 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295373 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2839 members 
Mstep: Class 30 contains 6020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597440.000000 Penalty: 104589.859375
Iteration 253Q: 31 clusters Score -1.545974e+08 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 112821 members 
Mstep: Class 4 contains 15960 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3947 members 
Mstep: Class 7 contains 16495 members 
Mstep: Class 8 contains 286188 members 
Mstep: Class 9 contains 58670 members 
Mstep: Class 10 contains 27349 members 
Mstep: Class 11 contains 4128 members 
Mstep: Class 12 contains 30154 members 
Mstep: Class 13 contains 14092 members 
Mstep: Class 14 contains 2896 members 
Mstep: Class 15 contains 192975 members 
Mstep: Class 16 contains 77032 members 
Mstep: Class 17 contains 30312 members 
Mstep: Class 18 contains 891 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25095 members 
Mstep: Class 21 contains 3096 members 
Mstep: Class 22 contains 20309 members 
Mstep: Class 23 contains 10508 members 
Mstep: Class 24 contains 24045 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295391 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2841 members 
Mstep: Class 30 contains 6022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597456.000000 Penalty: 104589.859375
Iteration 254Q: 31 clusters Score -1.545975e+08 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 112966 members 
Mstep: Class 4 contains 15980 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3948 members 
Mstep: Class 7 contains 16513 members 
Mstep: Class 8 contains 285868 members 
Mstep: Class 9 contains 58681 members 
Mstep: Class 10 contains 27349 members 
Mstep: Class 11 contains 4124 members 
Mstep: Class 12 contains 30158 members 
Mstep: Class 13 contains 14099 members 
Mstep: Class 14 contains 2895 members 
Mstep: Class 15 contains 192963 members 
Mstep: Class 16 contains 77043 members 
Mstep: Class 17 contains 30314 members 
Mstep: Class 18 contains 889 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25099 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 20302 members 
Mstep: Class 23 contains 10512 members 
Mstep: Class 24 contains 24113 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295433 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2842 members 
Mstep: Class 30 contains 6024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597568.000000 Penalty: 104589.859375
Iteration 255Q: 31 clusters Score -1.545976e+08 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 113107 members 
Mstep: Class 4 contains 16000 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3947 members 
Mstep: Class 7 contains 16534 members 
Mstep: Class 8 contains 285540 members 
Mstep: Class 9 contains 58687 members 
Mstep: Class 10 contains 27356 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 30152 members 
Mstep: Class 13 contains 14103 members 
Mstep: Class 14 contains 2895 members 
Mstep: Class 15 contains 192940 members 
Mstep: Class 16 contains 77047 members 
Mstep: Class 17 contains 30322 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25098 members 
Mstep: Class 21 contains 3096 members 
Mstep: Class 22 contains 20296 members 
Mstep: Class 23 contains 10519 members 
Mstep: Class 24 contains 24158 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295525 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2845 members 
Mstep: Class 30 contains 6027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597536.000000 Penalty: 104589.859375
Iteration 256Q: 31 clusters Score -1.545975e+08 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 113250 members 
Mstep: Class 4 contains 16021 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3947 members 
Mstep: Class 7 contains 16564 members 
Mstep: Class 8 contains 285230 members 
Mstep: Class 9 contains 58691 members 
Mstep: Class 10 contains 27362 members 
Mstep: Class 11 contains 4120 members 
Mstep: Class 12 contains 30146 members 
Mstep: Class 13 contains 14116 members 
Mstep: Class 14 contains 2893 members 
Mstep: Class 15 contains 192913 members 
Mstep: Class 16 contains 77057 members 
Mstep: Class 17 contains 30341 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25093 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 20287 members 
Mstep: Class 23 contains 10523 members 
Mstep: Class 24 contains 24224 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295558 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2847 members 
Mstep: Class 30 contains 6029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597776.000000 Penalty: 104589.859375
Iteration 257Q: 31 clusters Score -1.545978e+08 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 113406 members 
Mstep: Class 4 contains 16037 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3947 members 
Mstep: Class 7 contains 16598 members 
Mstep: Class 8 contains 284957 members 
Mstep: Class 9 contains 58705 members 
Mstep: Class 10 contains 27365 members 
Mstep: Class 11 contains 4123 members 
Mstep: Class 12 contains 30141 members 
Mstep: Class 13 contains 14130 members 
Mstep: Class 14 contains 2891 members 
Mstep: Class 15 contains 192853 members 
Mstep: Class 16 contains 77061 members 
Mstep: Class 17 contains 30359 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25088 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 20268 members 
Mstep: Class 23 contains 10521 members 
Mstep: Class 24 contains 24285 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295583 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2850 members 
Mstep: Class 30 contains 6031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597824.000000 Penalty: 104589.859375
Iteration 258Q: 31 clusters Score -1.545978e+08 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 113558 members 
Mstep: Class 4 contains 16055 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3948 members 
Mstep: Class 7 contains 16623 members 
Mstep: Class 8 contains 284696 members 
Mstep: Class 9 contains 58716 members 
Mstep: Class 10 contains 27368 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 30142 members 
Mstep: Class 13 contains 14136 members 
Mstep: Class 14 contains 2891 members 
Mstep: Class 15 contains 192788 members 
Mstep: Class 16 contains 77067 members 
Mstep: Class 17 contains 30369 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25087 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 20250 members 
Mstep: Class 23 contains 10519 members 
Mstep: Class 24 contains 24353 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295619 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2852 members 
Mstep: Class 30 contains 6033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597808.000000 Penalty: 104589.859375
Iteration 259Q: 31 clusters Score -1.545978e+08 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 113720 members 
Mstep: Class 4 contains 16079 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3949 members 
Mstep: Class 7 contains 16647 members 
Mstep: Class 8 contains 284477 members 
Mstep: Class 9 contains 58741 members 
Mstep: Class 10 contains 27371 members 
Mstep: Class 11 contains 4122 members 
Mstep: Class 12 contains 30146 members 
Mstep: Class 13 contains 14137 members 
Mstep: Class 14 contains 2890 members 
Mstep: Class 15 contains 192705 members 
Mstep: Class 16 contains 77078 members 
Mstep: Class 17 contains 30378 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25085 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 20248 members 
Mstep: Class 23 contains 10526 members 
Mstep: Class 24 contains 24400 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295594 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2854 members 
Mstep: Class 30 contains 6035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598112.000000 Penalty: 104589.859375
Iteration 260F: 31 clusters Score -1.545981e+08 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 113880 members 
Mstep: Class 4 contains 16100 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3949 members 
Mstep: Class 7 contains 16664 members 
Mstep: Class 8 contains 284340 members 
Mstep: Class 9 contains 58753 members 
Mstep: Class 10 contains 27368 members 
Mstep: Class 11 contains 4124 members 
Mstep: Class 12 contains 30143 members 
Mstep: Class 13 contains 14150 members 
Mstep: Class 14 contains 2891 members 
Mstep: Class 15 contains 192628 members 
Mstep: Class 16 contains 77083 members 
Mstep: Class 17 contains 30390 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25077 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 20238 members 
Mstep: Class 23 contains 10530 members 
Mstep: Class 24 contains 24449 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295520 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2858 members 
Mstep: Class 30 contains 6040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598128.000000 Penalty: 104589.859375
Iteration 261Q: 31 clusters Score -1.545981e+08 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 114011 members 
Mstep: Class 4 contains 16120 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3949 members 
Mstep: Class 7 contains 16690 members 
Mstep: Class 8 contains 284210 members 
Mstep: Class 9 contains 58786 members 
Mstep: Class 10 contains 27368 members 
Mstep: Class 11 contains 4129 members 
Mstep: Class 12 contains 30137 members 
Mstep: Class 13 contains 14162 members 
Mstep: Class 14 contains 2891 members 
Mstep: Class 15 contains 192589 members 
Mstep: Class 16 contains 77086 members 
Mstep: Class 17 contains 30403 members 
Mstep: Class 18 contains 888 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25067 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 20231 members 
Mstep: Class 23 contains 10525 members 
Mstep: Class 24 contains 24499 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295405 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2863 members 
Mstep: Class 30 contains 6045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598048.000000 Penalty: 104589.859375
Iteration 262Q: 31 clusters Score -1.54598e+08 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 114145 members 
Mstep: Class 4 contains 16146 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3950 members 
Mstep: Class 7 contains 16704 members 
Mstep: Class 8 contains 284128 members 
Mstep: Class 9 contains 58790 members 
Mstep: Class 10 contains 27376 members 
Mstep: Class 11 contains 4130 members 
Mstep: Class 12 contains 30135 members 
Mstep: Class 13 contains 14171 members 
Mstep: Class 14 contains 2891 members 
Mstep: Class 15 contains 192517 members 
Mstep: Class 16 contains 77098 members 
Mstep: Class 17 contains 30427 members 
Mstep: Class 18 contains 888 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25064 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 20217 members 
Mstep: Class 23 contains 10524 members 
Mstep: Class 24 contains 24566 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295272 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2866 members 
Mstep: Class 30 contains 6046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597648.000000 Penalty: 104589.859375
Iteration 263Q: 31 clusters Score -1.545976e+08 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 114244 members 
Mstep: Class 4 contains 16179 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3950 members 
Mstep: Class 7 contains 16719 members 
Mstep: Class 8 contains 284040 members 
Mstep: Class 9 contains 58831 members 
Mstep: Class 10 contains 27376 members 
Mstep: Class 11 contains 4131 members 
Mstep: Class 12 contains 30137 members 
Mstep: Class 13 contains 14176 members 
Mstep: Class 14 contains 2891 members 
Mstep: Class 15 contains 192464 members 
Mstep: Class 16 contains 77126 members 
Mstep: Class 17 contains 30443 members 
Mstep: Class 18 contains 888 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25061 members 
Mstep: Class 21 contains 3103 members 
Mstep: Class 22 contains 20205 members 
Mstep: Class 23 contains 10527 members 
Mstep: Class 24 contains 24631 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295100 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2869 members 
Mstep: Class 30 contains 6054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597504.000000 Penalty: 104589.859375
Iteration 264Q: 31 clusters Score -1.545975e+08 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 114313 members 
Mstep: Class 4 contains 16207 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3950 members 
Mstep: Class 7 contains 16742 members 
Mstep: Class 8 contains 283959 members 
Mstep: Class 9 contains 58874 members 
Mstep: Class 10 contains 27377 members 
Mstep: Class 11 contains 4133 members 
Mstep: Class 12 contains 30136 members 
Mstep: Class 13 contains 14186 members 
Mstep: Class 14 contains 2887 members 
Mstep: Class 15 contains 192396 members 
Mstep: Class 16 contains 77151 members 
Mstep: Class 17 contains 30454 members 
Mstep: Class 18 contains 888 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25060 members 
Mstep: Class 21 contains 3103 members 
Mstep: Class 22 contains 20193 members 
Mstep: Class 23 contains 10527 members 
Mstep: Class 24 contains 24722 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294945 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2874 members 
Mstep: Class 30 contains 6061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597216.000000 Penalty: 104589.859375
Iteration 265Q: 31 clusters Score -1.545972e+08 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 114381 members 
Mstep: Class 4 contains 16225 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3950 members 
Mstep: Class 7 contains 16759 members 
Mstep: Class 8 contains 283880 members 
Mstep: Class 9 contains 58921 members 
Mstep: Class 10 contains 27374 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 30137 members 
Mstep: Class 13 contains 14198 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 192318 members 
Mstep: Class 16 contains 77169 members 
Mstep: Class 17 contains 30466 members 
Mstep: Class 18 contains 889 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25052 members 
Mstep: Class 21 contains 3106 members 
Mstep: Class 22 contains 20185 members 
Mstep: Class 23 contains 10526 members 
Mstep: Class 24 contains 24796 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294835 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2883 members 
Mstep: Class 30 contains 6066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597456.000000 Penalty: 104589.859375
Iteration 266Q: 31 clusters Score -1.545975e+08 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 114435 members 
Mstep: Class 4 contains 16253 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3950 members 
Mstep: Class 7 contains 16766 members 
Mstep: Class 8 contains 283773 members 
Mstep: Class 9 contains 58948 members 
Mstep: Class 10 contains 27368 members 
Mstep: Class 11 contains 4139 members 
Mstep: Class 12 contains 30141 members 
Mstep: Class 13 contains 14207 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 192239 members 
Mstep: Class 16 contains 77191 members 
Mstep: Class 17 contains 30454 members 
Mstep: Class 18 contains 890 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25048 members 
Mstep: Class 21 contains 3109 members 
Mstep: Class 22 contains 20181 members 
Mstep: Class 23 contains 10521 members 
Mstep: Class 24 contains 24871 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294811 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2885 members 
Mstep: Class 30 contains 6068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597904.000000 Penalty: 104589.859375
Iteration 267Q: 31 clusters Score -1.545979e+08 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 114516 members 
Mstep: Class 4 contains 16276 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3950 members 
Mstep: Class 7 contains 16776 members 
Mstep: Class 8 contains 283612 members 
Mstep: Class 9 contains 58985 members 
Mstep: Class 10 contains 27367 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 30144 members 
Mstep: Class 13 contains 14210 members 
Mstep: Class 14 contains 2885 members 
Mstep: Class 15 contains 192182 members 
Mstep: Class 16 contains 77216 members 
Mstep: Class 17 contains 30456 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25044 members 
Mstep: Class 21 contains 3109 members 
Mstep: Class 22 contains 20179 members 
Mstep: Class 23 contains 10518 members 
Mstep: Class 24 contains 24933 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294783 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2885 members 
Mstep: Class 30 contains 6071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598096.000000 Penalty: 104589.859375
Iteration 268Q: 31 clusters Score -1.545981e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 114606 members 
Mstep: Class 4 contains 16305 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3950 members 
Mstep: Class 7 contains 16808 members 
Mstep: Class 8 contains 283423 members 
Mstep: Class 9 contains 59040 members 
Mstep: Class 10 contains 27374 members 
Mstep: Class 11 contains 4136 members 
Mstep: Class 12 contains 30142 members 
Mstep: Class 13 contains 14216 members 
Mstep: Class 14 contains 2887 members 
Mstep: Class 15 contains 192145 members 
Mstep: Class 16 contains 77230 members 
Mstep: Class 17 contains 30469 members 
Mstep: Class 18 contains 893 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25032 members 
Mstep: Class 21 contains 3110 members 
Mstep: Class 22 contains 20169 members 
Mstep: Class 23 contains 10523 members 
Mstep: Class 24 contains 24978 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294724 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2884 members 
Mstep: Class 30 contains 6076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598176.000000 Penalty: 104589.859375
Iteration 269Q: 31 clusters Score -1.545982e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 114696 members 
Mstep: Class 4 contains 16327 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3950 members 
Mstep: Class 7 contains 16835 members 
Mstep: Class 8 contains 283243 members 
Mstep: Class 9 contains 59083 members 
Mstep: Class 10 contains 27374 members 
Mstep: Class 11 contains 4136 members 
Mstep: Class 12 contains 30144 members 
Mstep: Class 13 contains 14220 members 
Mstep: Class 14 contains 2887 members 
Mstep: Class 15 contains 192143 members 
Mstep: Class 16 contains 77232 members 
Mstep: Class 17 contains 30493 members 
Mstep: Class 18 contains 896 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25022 members 
Mstep: Class 21 contains 3110 members 
Mstep: Class 22 contains 20159 members 
Mstep: Class 23 contains 10525 members 
Mstep: Class 24 contains 25043 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294633 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2884 members 
Mstep: Class 30 contains 6082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598176.000000 Penalty: 104589.859375
Iteration 270Q: 31 clusters Score -1.545982e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 114790 members 
Mstep: Class 4 contains 16344 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3950 members 
Mstep: Class 7 contains 16858 members 
Mstep: Class 8 contains 283069 members 
Mstep: Class 9 contains 59127 members 
Mstep: Class 10 contains 27374 members 
Mstep: Class 11 contains 4135 members 
Mstep: Class 12 contains 30148 members 
Mstep: Class 13 contains 14228 members 
Mstep: Class 14 contains 2887 members 
Mstep: Class 15 contains 192188 members 
Mstep: Class 16 contains 77236 members 
Mstep: Class 17 contains 30507 members 
Mstep: Class 18 contains 900 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25021 members 
Mstep: Class 21 contains 3111 members 
Mstep: Class 22 contains 20155 members 
Mstep: Class 23 contains 10531 members 
Mstep: Class 24 contains 25103 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294483 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2885 members 
Mstep: Class 30 contains 6084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598368.000000 Penalty: 104589.859375
Iteration 271Q: 31 clusters Score -1.545984e+08 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 114888 members 
Mstep: Class 4 contains 16359 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3950 members 
Mstep: Class 7 contains 16897 members 
Mstep: Class 8 contains 282892 members 
Mstep: Class 9 contains 59169 members 
Mstep: Class 10 contains 27383 members 
Mstep: Class 11 contains 4135 members 
Mstep: Class 12 contains 30144 members 
Mstep: Class 13 contains 14230 members 
Mstep: Class 14 contains 2886 members 
Mstep: Class 15 contains 192214 members 
Mstep: Class 16 contains 77247 members 
Mstep: Class 17 contains 30530 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25014 members 
Mstep: Class 21 contains 3110 members 
Mstep: Class 22 contains 20141 members 
Mstep: Class 23 contains 10534 members 
Mstep: Class 24 contains 25152 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294356 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2886 members 
Mstep: Class 30 contains 6092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597888.000000 Penalty: 104589.859375
Iteration 272Q: 31 clusters Score -1.545979e+08 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 115004 members 
Mstep: Class 4 contains 16381 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3950 members 
Mstep: Class 7 contains 16946 members 
Mstep: Class 8 contains 282711 members 
Mstep: Class 9 contains 59221 members 
Mstep: Class 10 contains 27386 members 
Mstep: Class 11 contains 4136 members 
Mstep: Class 12 contains 30141 members 
Mstep: Class 13 contains 14234 members 
Mstep: Class 14 contains 2885 members 
Mstep: Class 15 contains 192243 members 
Mstep: Class 16 contains 77240 members 
Mstep: Class 17 contains 30548 members 
Mstep: Class 18 contains 901 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25008 members 
Mstep: Class 21 contains 3110 members 
Mstep: Class 22 contains 20129 members 
Mstep: Class 23 contains 10540 members 
Mstep: Class 24 contains 25203 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294199 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2887 members 
Mstep: Class 30 contains 6102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597728.000000 Penalty: 104589.859375
Iteration 273Q: 31 clusters Score -1.545977e+08 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 115117 members 
Mstep: Class 4 contains 16394 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3950 members 
Mstep: Class 7 contains 16983 members 
Mstep: Class 8 contains 282558 members 
Mstep: Class 9 contains 59242 members 
Mstep: Class 10 contains 27387 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 30143 members 
Mstep: Class 13 contains 14242 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 192271 members 
Mstep: Class 16 contains 77236 members 
Mstep: Class 17 contains 30573 members 
Mstep: Class 18 contains 900 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 25005 members 
Mstep: Class 21 contains 3113 members 
Mstep: Class 22 contains 20116 members 
Mstep: Class 23 contains 10533 members 
Mstep: Class 24 contains 25245 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294068 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 6109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597456.000000 Penalty: 104589.859375
Iteration 274Q: 31 clusters Score -1.545975e+08 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 115211 members 
Mstep: Class 4 contains 16426 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3950 members 
Mstep: Class 7 contains 17032 members 
Mstep: Class 8 contains 282425 members 
Mstep: Class 9 contains 59265 members 
Mstep: Class 10 contains 27384 members 
Mstep: Class 11 contains 4139 members 
Mstep: Class 12 contains 30148 members 
Mstep: Class 13 contains 14249 members 
Mstep: Class 14 contains 2881 members 
Mstep: Class 15 contains 192281 members 
Mstep: Class 16 contains 77239 members 
Mstep: Class 17 contains 30591 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24995 members 
Mstep: Class 21 contains 3113 members 
Mstep: Class 22 contains 20111 members 
Mstep: Class 23 contains 10534 members 
Mstep: Class 24 contains 25300 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293910 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 6115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597728.000000 Penalty: 104589.859375
Iteration 275Q: 31 clusters Score -1.545977e+08 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 115302 members 
Mstep: Class 4 contains 16449 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3950 members 
Mstep: Class 7 contains 17073 members 
Mstep: Class 8 contains 282270 members 
Mstep: Class 9 contains 59297 members 
Mstep: Class 10 contains 27380 members 
Mstep: Class 11 contains 4140 members 
Mstep: Class 12 contains 30154 members 
Mstep: Class 13 contains 14255 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 192328 members 
Mstep: Class 16 contains 77224 members 
Mstep: Class 17 contains 30615 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24989 members 
Mstep: Class 21 contains 3112 members 
Mstep: Class 22 contains 20106 members 
Mstep: Class 23 contains 10531 members 
Mstep: Class 24 contains 25354 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293765 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 6118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597536.000000 Penalty: 104589.859375
Iteration 276Q: 31 clusters Score -1.545975e+08 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 115414 members 
Mstep: Class 4 contains 16481 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3949 members 
Mstep: Class 7 contains 17115 members 
Mstep: Class 8 contains 282133 members 
Mstep: Class 9 contains 59319 members 
Mstep: Class 10 contains 27383 members 
Mstep: Class 11 contains 4143 members 
Mstep: Class 12 contains 30163 members 
Mstep: Class 13 contains 14261 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 192390 members 
Mstep: Class 16 contains 77238 members 
Mstep: Class 17 contains 30639 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24982 members 
Mstep: Class 21 contains 3112 members 
Mstep: Class 22 contains 20090 members 
Mstep: Class 23 contains 10525 members 
Mstep: Class 24 contains 25391 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293559 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 6120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597440.000000 Penalty: 104589.859375
Iteration 277Q: 31 clusters Score -1.545974e+08 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 115515 members 
Mstep: Class 4 contains 16509 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3949 members 
Mstep: Class 7 contains 17147 members 
Mstep: Class 8 contains 281988 members 
Mstep: Class 9 contains 59345 members 
Mstep: Class 10 contains 27383 members 
Mstep: Class 11 contains 4143 members 
Mstep: Class 12 contains 30167 members 
Mstep: Class 13 contains 14262 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 192422 members 
Mstep: Class 16 contains 77246 members 
Mstep: Class 17 contains 30640 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24980 members 
Mstep: Class 21 contains 3112 members 
Mstep: Class 22 contains 20087 members 
Mstep: Class 23 contains 10523 members 
Mstep: Class 24 contains 25421 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293444 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 6119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597264.000000 Penalty: 104589.859375
Iteration 278Q: 31 clusters Score -1.545973e+08 nChanged 1612
Entering ConstructFrom: 
Score: -154597264.000000 Penalty: 104589.859375
Entering ConstructFrom: 
Trying to split cluster 1 (9926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Entering Unmasked Estep 
Score: -1181758.375000 Penalty: 2282.322510
	Iteration 0F: 2 clusters Score -1181758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1174167.250000 Penalty: 4564.645020
	Iteration 0F: 3 clusters Score -1174167 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1176292.875000 Penalty: 4564.645020
	Iteration 1F: 3 clusters Score -1176293 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1176587.500000 Penalty: 4564.645020
	Iteration 2F: 3 clusters Score -1176588 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1176770.250000 Penalty: 4564.645020
	Iteration 3Q: 3 clusters Score -1176770 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1176902.500000 Penalty: 4564.645020
	Iteration 4Q: 3 clusters Score -1176902 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1177026.500000 Penalty: 4564.645020
	Iteration 5Q: 3 clusters Score -1177026 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1177145.250000 Penalty: 4564.645020
	Iteration 6Q: 3 clusters Score -1177145 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1177277.000000 Penalty: 4564.645020
	Iteration 7Q: 3 clusters Score -1177277 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1177434.125000 Penalty: 4564.645020
	Iteration 8Q: 3 clusters Score -1177434 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1177607.625000 Penalty: 4564.645020
	Iteration 9Q: 3 clusters Score -1177608 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1177814.625000 Penalty: 4564.645020
	Iteration 10Q: 3 clusters Score -1177815 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1178073.375000 Penalty: 4564.645020
	Iteration 11Q: 3 clusters Score -1178073 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1178325.625000 Penalty: 4564.645020
	Iteration 12Q: 3 clusters Score -1178326 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1178589.125000 Penalty: 4564.645020
	Iteration 13Q: 3 clusters Score -1178589 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1178825.875000 Penalty: 4564.645020
	Iteration 14Q: 3 clusters Score -1178826 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1179054.125000 Penalty: 4564.645020
	Iteration 15Q: 3 clusters Score -1179054 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1179249.750000 Penalty: 4564.645020
	Iteration 16Q: 3 clusters Score -1179250 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1179410.125000 Penalty: 4564.645020
	Iteration 17Q: 3 clusters Score -1179410 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1179545.000000 Penalty: 4564.645020
	Iteration 18Q: 3 clusters Score -1179545 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1179644.000000 Penalty: 4564.645020
	Iteration 19Q: 3 clusters Score -1179644 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1179715.250000 Penalty: 4564.645020
	Iteration 20F: 3 clusters Score -1179715 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1179762.875000 Penalty: 4564.645020
	Iteration 21Q: 3 clusters Score -1179763 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1179832.375000 Penalty: 4564.645020
	Iteration 22Q: 3 clusters Score -1179832 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1179880.375000 Penalty: 4564.645020
	Iteration 23Q: 3 clusters Score -1179880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1179922.875000 Penalty: 4564.645020
	Iteration 24Q: 3 clusters Score -1179923 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1179958.875000 Penalty: 4564.645020
	Iteration 25Q: 3 clusters Score -1179959 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1179985.375000 Penalty: 4564.645020
	Iteration 26Q: 3 clusters Score -1179985 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1180009.750000 Penalty: 4564.645020
	Iteration 27Q: 3 clusters Score -1180010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1180026.875000 Penalty: 4564.645020
	Iteration 28Q: 3 clusters Score -1180027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1180035.000000 Penalty: 4564.645020
	Iteration 29Q: 3 clusters Score -1180035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1180036.875000 Penalty: 4564.645020
	Iteration 30Q: 3 clusters Score -1180037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1180041.875000 Penalty: 4564.645020
	Iteration 31Q: 3 clusters Score -1180042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1180045.750000 Penalty: 4564.645020
	Iteration 32Q: 3 clusters Score -1180046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1180046.500000 Penalty: 4564.645020
	Iteration 33Q: 3 clusters Score -1180046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1180048.500000 Penalty: 4564.645020
	Iteration 34Q: 3 clusters Score -1180048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1180049.625000 Penalty: 4564.645020
	Iteration 35Q: 3 clusters Score -1180050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1180050.375000 Penalty: 4564.645020
	Iteration 36Q: 3 clusters Score -1180050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1180050.000000 Penalty: 4564.645020
	Iteration 37Q: 3 clusters Score -1180050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1180054.500000 Penalty: 4564.645020
	Iteration 38Q: 3 clusters Score -1180054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1180055.625000 Penalty: 4564.645020
	Iteration 39Q: 3 clusters Score -1180056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1180055.625000 Penalty: 4564.645020
	Iteration 40F: 3 clusters Score -1180056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -19375.312500 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -19375.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18282.433594 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -18282.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18339.314453 Penalty: 2572.943359
	Iteration 1F: 3 clusters Score -18339.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18349.658203 Penalty: 2572.943359
	Iteration 2Q: 3 clusters Score -18349.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18349.658203 Penalty: 2572.943359
	Iteration 3F: 3 clusters Score -18349.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (115600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115600 members 
Entering Unmasked Estep 
Score: -14510620.000000 Penalty: 2891.156982
	Iteration 0F: 2 clusters Score -1.451062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -14433608.000000 Penalty: 5782.313965
	Iteration 0F: 3 clusters Score -1.443361e+07 nChanged 54666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -14465608.000000 Penalty: 5782.313965
	Iteration 1F: 3 clusters Score -1.446561e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
Score: -14467770.000000 Penalty: 5782.313965
	Iteration 2Q: 3 clusters Score -1.446777e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62099 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -14470997.000000 Penalty: 5782.313965
	Iteration 3F: 3 clusters Score -1.4471e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65270 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -14475637.000000 Penalty: 5782.313965
	Iteration 4F: 3 clusters Score -1.447564e+07 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69742 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -14481389.000000 Penalty: 5782.313965
	Iteration 5F: 3 clusters Score -1.448139e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -14486941.000000 Penalty: 5782.313965
	Iteration 6F: 3 clusters Score -1.448694e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80022 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -14491750.000000 Penalty: 5782.313965
	Iteration 7F: 3 clusters Score -1.449175e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84634 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -14495795.000000 Penalty: 5782.313965
	Iteration 8Q: 3 clusters Score -1.44958e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88382 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -14498807.000000 Penalty: 5782.313965
	Iteration 9Q: 3 clusters Score -1.449881e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91493 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -14501003.000000 Penalty: 5782.313965
	Iteration 10Q: 3 clusters Score -1.4501e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94104 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -14502535.000000 Penalty: 5782.313965
	Iteration 11Q: 3 clusters Score -1.450254e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96330 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -14503544.000000 Penalty: 5782.313965
	Iteration 12Q: 3 clusters Score -1.450354e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98314 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -14504438.000000 Penalty: 5782.313965
	Iteration 13Q: 3 clusters Score -1.450444e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100059 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -14505101.000000 Penalty: 5782.313965
	Iteration 14Q: 3 clusters Score -1.45051e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101650 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -14505735.000000 Penalty: 5782.313965
	Iteration 15Q: 3 clusters Score -1.450574e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103001 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -14506142.000000 Penalty: 5782.313965
	Iteration 16Q: 3 clusters Score -1.450614e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104264 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -14506643.000000 Penalty: 5782.313965
	Iteration 17Q: 3 clusters Score -1.450664e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105400 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -14507043.000000 Penalty: 5782.313965
	Iteration 18Q: 3 clusters Score -1.450704e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106399 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -14507408.000000 Penalty: 5782.313965
	Iteration 19Q: 3 clusters Score -1.450741e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107292 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -14507716.000000 Penalty: 5782.313965
	Iteration 20F: 3 clusters Score -1.450772e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108024 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -14507953.000000 Penalty: 5782.313965
	Iteration 21Q: 3 clusters Score -1.450795e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108633 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -14508157.000000 Penalty: 5782.313965
	Iteration 22Q: 3 clusters Score -1.450816e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109180 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -14508357.000000 Penalty: 5782.313965
	Iteration 23Q: 3 clusters Score -1.450836e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109645 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -14508566.000000 Penalty: 5782.313965
	Iteration 24Q: 3 clusters Score -1.450857e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110029 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -14508599.000000 Penalty: 5782.313965
	Iteration 25Q: 3 clusters Score -1.45086e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110335 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -14508740.000000 Penalty: 5782.313965
	Iteration 26Q: 3 clusters Score -1.450874e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110602 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -14508775.000000 Penalty: 5782.313965
	Iteration 27Q: 3 clusters Score -1.450878e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110812 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -14508825.000000 Penalty: 5782.313965
	Iteration 28Q: 3 clusters Score -1.450882e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110970 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -14508858.000000 Penalty: 5782.313965
	Iteration 29Q: 3 clusters Score -1.450886e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111125 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -14508898.000000 Penalty: 5782.313965
	Iteration 30Q: 3 clusters Score -1.45089e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111258 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -14508951.000000 Penalty: 5782.313965
	Iteration 31Q: 3 clusters Score -1.450895e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111374 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -14508955.000000 Penalty: 5782.313965
	Iteration 32Q: 3 clusters Score -1.450896e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111475 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -14508995.000000 Penalty: 5782.313965
	Iteration 33Q: 3 clusters Score -1.4509e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111563 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -14509011.000000 Penalty: 5782.313965
	Iteration 34Q: 3 clusters Score -1.450901e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111636 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -14509034.000000 Penalty: 5782.313965
	Iteration 35Q: 3 clusters Score -1.450903e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111695 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -14509057.000000 Penalty: 5782.313965
	Iteration 36Q: 3 clusters Score -1.450906e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111744 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -14509047.000000 Penalty: 5782.313965
	Iteration 37Q: 3 clusters Score -1.450905e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111779 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -14509036.000000 Penalty: 5782.313965
	Iteration 38Q: 3 clusters Score -1.450904e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111804 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -14509034.000000 Penalty: 5782.313965
	Iteration 39Q: 3 clusters Score -1.450903e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111833 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -14509036.000000 Penalty: 5782.313965
	Iteration 40F: 3 clusters Score -1.450904e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111859 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -14509040.000000 Penalty: 5782.313965
	Iteration 41Q: 3 clusters Score -1.450904e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111881 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -14509045.000000 Penalty: 5782.313965
	Iteration 42Q: 3 clusters Score -1.450904e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111902 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -14509032.000000 Penalty: 5782.313965
	Iteration 43Q: 3 clusters Score -1.450903e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111928 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -14509039.000000 Penalty: 5782.313965
	Iteration 44Q: 3 clusters Score -1.450904e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111955 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -14509070.000000 Penalty: 5782.313965
	Iteration 45Q: 3 clusters Score -1.450907e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111982 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -14509083.000000 Penalty: 5782.313965
	Iteration 46Q: 3 clusters Score -1.450908e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111997 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -14509094.000000 Penalty: 5782.313965
	Iteration 47Q: 3 clusters Score -1.450909e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112022 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -14509092.000000 Penalty: 5782.313965
	Iteration 48Q: 3 clusters Score -1.450909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112039 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -14509123.000000 Penalty: 5782.313965
	Iteration 49Q: 3 clusters Score -1.450912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112049 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -14509119.000000 Penalty: 5782.313965
	Iteration 50Q: 3 clusters Score -1.450912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112056 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -14509112.000000 Penalty: 5782.313965
	Iteration 51Q: 3 clusters Score -1.450911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112066 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -14509097.000000 Penalty: 5782.313965
	Iteration 52Q: 3 clusters Score -1.45091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112079 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -14509092.000000 Penalty: 5782.313965
	Iteration 53Q: 3 clusters Score -1.450909e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112095 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -14509106.000000 Penalty: 5782.313965
	Iteration 54Q: 3 clusters Score -1.450911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112100 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -14509101.000000 Penalty: 5782.313965
	Iteration 55Q: 3 clusters Score -1.45091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112104 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -14509101.000000 Penalty: 5782.313965
	Iteration 56Q: 3 clusters Score -1.45091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112113 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -14509092.000000 Penalty: 5782.313965
	Iteration 57Q: 3 clusters Score -1.450909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112120 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -14509079.000000 Penalty: 5782.313965
	Iteration 58Q: 3 clusters Score -1.450908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112128 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -14509090.000000 Penalty: 5782.313965
	Iteration 59Q: 3 clusters Score -1.450909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112134 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -14509087.000000 Penalty: 5782.313965
	Iteration 60F: 3 clusters Score -1.450909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112142 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -14509090.000000 Penalty: 5782.313965
	Iteration 61Q: 3 clusters Score -1.450909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112147 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -14509090.000000 Penalty: 5782.313965
	Iteration 62Q: 3 clusters Score -1.450909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112155 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -14509105.000000 Penalty: 5782.313965
	Iteration 63Q: 3 clusters Score -1.45091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112165 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -14509101.000000 Penalty: 5782.313965
	Iteration 64Q: 3 clusters Score -1.45091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112173 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -14509101.000000 Penalty: 5782.313965
	Iteration 65Q: 3 clusters Score -1.45091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112179 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -14509105.000000 Penalty: 5782.313965
	Iteration 66Q: 3 clusters Score -1.45091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112182 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -14509102.000000 Penalty: 5782.313965
	Iteration 67Q: 3 clusters Score -1.45091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112185 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -14509102.000000 Penalty: 5782.313965
	Iteration 68Q: 3 clusters Score -1.45091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112184 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -14509113.000000 Penalty: 5782.313965
	Iteration 69Q: 3 clusters Score -1.450911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112185 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -14509109.000000 Penalty: 5782.313965
	Iteration 70Q: 3 clusters Score -1.450911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112186 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -14509108.000000 Penalty: 5782.313965
	Iteration 71Q: 3 clusters Score -1.450911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112187 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -14509103.000000 Penalty: 5782.313965
	Iteration 72Q: 3 clusters Score -1.45091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112190 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -14509109.000000 Penalty: 5782.313965
	Iteration 73Q: 3 clusters Score -1.450911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112193 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -14509108.000000 Penalty: 5782.313965
	Iteration 74Q: 3 clusters Score -1.450911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112197 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -14509107.000000 Penalty: 5782.313965
	Iteration 75Q: 3 clusters Score -1.450911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112203 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -14509119.000000 Penalty: 5782.313965
	Iteration 76Q: 3 clusters Score -1.450912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112204 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -14509120.000000 Penalty: 5782.313965
	Iteration 77Q: 3 clusters Score -1.450912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112205 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -14509125.000000 Penalty: 5782.313965
	Iteration 78Q: 3 clusters Score -1.450912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112207 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -14509114.000000 Penalty: 5782.313965
	Iteration 79Q: 3 clusters Score -1.450911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112211 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -14509126.000000 Penalty: 5782.313965
	Iteration 80F: 3 clusters Score -1.450913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112217 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -14509125.000000 Penalty: 5782.313965
	Iteration 81Q: 3 clusters Score -1.450912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112221 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -14509111.000000 Penalty: 5782.313965
	Iteration 82Q: 3 clusters Score -1.450911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112224 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -14509109.000000 Penalty: 5782.313965
	Iteration 83Q: 3 clusters Score -1.450911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112227 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -14509121.000000 Penalty: 5782.313965
	Iteration 84Q: 3 clusters Score -1.450912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112229 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -14509116.000000 Penalty: 5782.313965
	Iteration 85Q: 3 clusters Score -1.450912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112234 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -14509110.000000 Penalty: 5782.313965
	Iteration 86Q: 3 clusters Score -1.450911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112236 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -14509119.000000 Penalty: 5782.313965
	Iteration 87Q: 3 clusters Score -1.450912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112236 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -14509119.000000 Penalty: 5782.313965
	Iteration 88Q: 3 clusters Score -1.450912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112240 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -14509124.000000 Penalty: 5782.313965
	Iteration 89Q: 3 clusters Score -1.450912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112242 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -14509115.000000 Penalty: 5782.313965
	Iteration 90Q: 3 clusters Score -1.450912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112243 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -14509113.000000 Penalty: 5782.313965
	Iteration 91Q: 3 clusters Score -1.450911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112243 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -14509113.000000 Penalty: 5782.313965
	Iteration 92F: 3 clusters Score -1.450911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Entering Unmasked Estep 
Score: -2072475.500000 Penalty: 2408.942139
	Iteration 0F: 2 clusters Score -2072476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2060615.625000 Penalty: 4817.884277
	Iteration 0F: 3 clusters Score -2060616 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2064438.750000 Penalty: 4817.884277
	Iteration 1F: 3 clusters Score -2064439 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2064817.875000 Penalty: 4817.884277
	Iteration 2F: 3 clusters Score -2064818 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2065238.500000 Penalty: 4817.884277
	Iteration 3Q: 3 clusters Score -2065238 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2065649.500000 Penalty: 4817.884277
	Iteration 4Q: 3 clusters Score -2065650 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2066018.625000 Penalty: 4817.884277
	Iteration 5Q: 3 clusters Score -2066019 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2066361.000000 Penalty: 4817.884277
	Iteration 6Q: 3 clusters Score -2066361 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2066700.625000 Penalty: 4817.884277
	Iteration 7Q: 3 clusters Score -2066701 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2067037.250000 Penalty: 4817.884277
	Iteration 8Q: 3 clusters Score -2067037 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2067361.000000 Penalty: 4817.884277
	Iteration 9Q: 3 clusters Score -2067361 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2067678.375000 Penalty: 4817.884277
	Iteration 10Q: 3 clusters Score -2067678 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2067959.375000 Penalty: 4817.884277
	Iteration 11Q: 3 clusters Score -2067959 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2068198.625000 Penalty: 4817.884277
	Iteration 12Q: 3 clusters Score -2068199 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2068403.875000 Penalty: 4817.884277
	Iteration 13Q: 3 clusters Score -2068404 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2068584.000000 Penalty: 4817.884277
	Iteration 14Q: 3 clusters Score -2068584 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2068739.875000 Penalty: 4817.884277
	Iteration 15Q: 3 clusters Score -2068740 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2068854.625000 Penalty: 4817.884277
	Iteration 16Q: 3 clusters Score -2068855 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2068951.875000 Penalty: 4817.884277
	Iteration 17Q: 3 clusters Score -2068952 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2069028.000000 Penalty: 4817.884277
	Iteration 18Q: 3 clusters Score -2069028 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2069093.500000 Penalty: 4817.884277
	Iteration 19Q: 3 clusters Score -2069094 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2069152.875000 Penalty: 4817.884277
	Iteration 20F: 3 clusters Score -2069153 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2069207.125000 Penalty: 4817.884277
	Iteration 21Q: 3 clusters Score -2069207 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2069267.875000 Penalty: 4817.884277
	Iteration 22Q: 3 clusters Score -2069268 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2069309.125000 Penalty: 4817.884277
	Iteration 23Q: 3 clusters Score -2069309 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2069357.000000 Penalty: 4817.884277
	Iteration 24Q: 3 clusters Score -2069357 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2069389.500000 Penalty: 4817.884277
	Iteration 25Q: 3 clusters Score -2069390 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2069432.250000 Penalty: 4817.884277
	Iteration 26Q: 3 clusters Score -2069432 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2069463.500000 Penalty: 4817.884277
	Iteration 27Q: 3 clusters Score -2069464 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2069488.750000 Penalty: 4817.884277
	Iteration 28Q: 3 clusters Score -2069489 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2069516.750000 Penalty: 4817.884277
	Iteration 29Q: 3 clusters Score -2069517 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2069551.500000 Penalty: 4817.884277
	Iteration 30Q: 3 clusters Score -2069552 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2069588.750000 Penalty: 4817.884277
	Iteration 31Q: 3 clusters Score -2069589 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2069619.250000 Penalty: 4817.884277
	Iteration 32Q: 3 clusters Score -2069619 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2069646.500000 Penalty: 4817.884277
	Iteration 33Q: 3 clusters Score -2069646 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2069684.250000 Penalty: 4817.884277
	Iteration 34Q: 3 clusters Score -2069684 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2069708.125000 Penalty: 4817.884277
	Iteration 35Q: 3 clusters Score -2069708 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2069734.500000 Penalty: 4817.884277
	Iteration 36Q: 3 clusters Score -2069734 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2069752.125000 Penalty: 4817.884277
	Iteration 37Q: 3 clusters Score -2069752 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2069776.750000 Penalty: 4817.884277
	Iteration 38Q: 3 clusters Score -2069777 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2069803.500000 Penalty: 4817.884277
	Iteration 39Q: 3 clusters Score -2069804 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2069831.750000 Penalty: 4817.884277
	Iteration 40F: 3 clusters Score -2069832 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2069867.000000 Penalty: 4817.884277
	Iteration 41Q: 3 clusters Score -2069867 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2069895.375000 Penalty: 4817.884277
	Iteration 42Q: 3 clusters Score -2069895 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2069914.500000 Penalty: 4817.884277
	Iteration 43Q: 3 clusters Score -2069914 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2069941.125000 Penalty: 4817.884277
	Iteration 44Q: 3 clusters Score -2069941 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2069969.875000 Penalty: 4817.884277
	Iteration 45Q: 3 clusters Score -2069970 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2069999.250000 Penalty: 4817.884277
	Iteration 46Q: 3 clusters Score -2069999 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2070038.125000 Penalty: 4817.884277
	Iteration 47Q: 3 clusters Score -2070038 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2070068.875000 Penalty: 4817.884277
	Iteration 48Q: 3 clusters Score -2070069 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2070084.125000 Penalty: 4817.884277
	Iteration 49Q: 3 clusters Score -2070084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2070107.625000 Penalty: 4817.884277
	Iteration 50Q: 3 clusters Score -2070108 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2070126.875000 Penalty: 4817.884277
	Iteration 51Q: 3 clusters Score -2070127 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2070143.000000 Penalty: 4817.884277
	Iteration 52Q: 3 clusters Score -2070143 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2070174.750000 Penalty: 4817.884277
	Iteration 53Q: 3 clusters Score -2070175 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2070199.125000 Penalty: 4817.884277
	Iteration 54Q: 3 clusters Score -2070199 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2070224.875000 Penalty: 4817.884277
	Iteration 55Q: 3 clusters Score -2070225 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2070241.875000 Penalty: 4817.884277
	Iteration 56Q: 3 clusters Score -2070242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2070255.250000 Penalty: 4817.884277
	Iteration 57Q: 3 clusters Score -2070255 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2070266.500000 Penalty: 4817.884277
	Iteration 58Q: 3 clusters Score -2070266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2070275.500000 Penalty: 4817.884277
	Iteration 59Q: 3 clusters Score -2070276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2070290.000000 Penalty: 4817.884277
	Iteration 60F: 3 clusters Score -2070290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2070304.375000 Penalty: 4817.884277
	Iteration 61Q: 3 clusters Score -2070304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2070320.250000 Penalty: 4817.884277
	Iteration 62Q: 3 clusters Score -2070320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2070329.750000 Penalty: 4817.884277
	Iteration 63Q: 3 clusters Score -2070330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2070341.375000 Penalty: 4817.884277
	Iteration 64Q: 3 clusters Score -2070341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2070350.375000 Penalty: 4817.884277
	Iteration 65Q: 3 clusters Score -2070350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2070355.500000 Penalty: 4817.884277
	Iteration 66Q: 3 clusters Score -2070356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2070358.375000 Penalty: 4817.884277
	Iteration 67Q: 3 clusters Score -2070358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2070371.500000 Penalty: 4817.884277
	Iteration 68Q: 3 clusters Score -2070372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2070379.000000 Penalty: 4817.884277
	Iteration 69Q: 3 clusters Score -2070379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2070389.625000 Penalty: 4817.884277
	Iteration 70Q: 3 clusters Score -2070390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2070399.750000 Penalty: 4817.884277
	Iteration 71Q: 3 clusters Score -2070400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2070406.500000 Penalty: 4817.884277
	Iteration 72Q: 3 clusters Score -2070406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2070415.625000 Penalty: 4817.884277
	Iteration 73Q: 3 clusters Score -2070416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2070415.875000 Penalty: 4817.884277
	Iteration 74Q: 3 clusters Score -2070416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2070417.375000 Penalty: 4817.884277
	Iteration 75Q: 3 clusters Score -2070417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2070422.125000 Penalty: 4817.884277
	Iteration 76Q: 3 clusters Score -2070422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2070432.000000 Penalty: 4817.884277
	Iteration 77Q: 3 clusters Score -2070432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2070432.375000 Penalty: 4817.884277
	Iteration 78Q: 3 clusters Score -2070432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2070438.125000 Penalty: 4817.884277
	Iteration 79Q: 3 clusters Score -2070438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2070447.000000 Penalty: 4817.884277
	Iteration 80F: 3 clusters Score -2070447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2070454.125000 Penalty: 4817.884277
	Iteration 81Q: 3 clusters Score -2070454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2070455.250000 Penalty: 4817.884277
	Iteration 82Q: 3 clusters Score -2070455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2070458.500000 Penalty: 4817.884277
	Iteration 83Q: 3 clusters Score -2070458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2070460.750000 Penalty: 4817.884277
	Iteration 84Q: 3 clusters Score -2070461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2070459.125000 Penalty: 4817.884277
	Iteration 85Q: 3 clusters Score -2070459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2070461.625000 Penalty: 4817.884277
	Iteration 86Q: 3 clusters Score -2070462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2070466.375000 Penalty: 4817.884277
	Iteration 87Q: 3 clusters Score -2070466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2070466.375000 Penalty: 4817.884277
	Iteration 88Q: 3 clusters Score -2070466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2070468.000000 Penalty: 4817.884277
	Iteration 89Q: 3 clusters Score -2070468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2070469.125000 Penalty: 4817.884277
	Iteration 90Q: 3 clusters Score -2070469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2070475.125000 Penalty: 4817.884277
	Iteration 91Q: 3 clusters Score -2070475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2070477.250000 Penalty: 4817.884277
	Iteration 92Q: 3 clusters Score -2070477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2070477.875000 Penalty: 4817.884277
	Iteration 93Q: 3 clusters Score -2070478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2070476.250000 Penalty: 4817.884277
	Iteration 94Q: 3 clusters Score -2070476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2070474.000000 Penalty: 4817.884277
	Iteration 95Q: 3 clusters Score -2070474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2070480.250000 Penalty: 4817.884277
	Iteration 96Q: 3 clusters Score -2070480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2070484.750000 Penalty: 4817.884277
	Iteration 97Q: 3 clusters Score -2070485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2070483.500000 Penalty: 4817.884277
	Iteration 98Q: 3 clusters Score -2070484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2070486.000000 Penalty: 4817.884277
	Iteration 99Q: 3 clusters Score -2070486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2070485.500000 Penalty: 4817.884277
	Iteration 100F: 3 clusters Score -2070486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2070483.625000 Penalty: 4817.884277
	Iteration 101Q: 3 clusters Score -2070484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2070483.625000 Penalty: 4817.884277
	Iteration 102F: 3 clusters Score -2070484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -51133.550781 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -51133.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49703.851562 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -49703.85 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49921.558594 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -49921.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50039.515625 Penalty: 3095.176758
	Iteration 2F: 3 clusters Score -50039.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50119.449219 Penalty: 3095.176758
	Iteration 3Q: 3 clusters Score -50119.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50193.468750 Penalty: 3095.176758
	Iteration 4Q: 3 clusters Score -50193.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50305.132812 Penalty: 3095.176758
	Iteration 5Q: 3 clusters Score -50305.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50489.664062 Penalty: 3095.176758
	Iteration 6Q: 3 clusters Score -50489.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50742.050781 Penalty: 3095.176758
	Iteration 7Q: 3 clusters Score -50742.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50802.472656 Penalty: 3095.176758
	Iteration 8Q: 3 clusters Score -50802.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50851.605469 Penalty: 3095.176758
	Iteration 9Q: 3 clusters Score -50851.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50920.019531 Penalty: 3095.176758
	Iteration 10Q: 3 clusters Score -50920.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51013.175781 Penalty: 3095.176758
	Iteration 11Q: 3 clusters Score -51013.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51077.570312 Penalty: 3095.176758
	Iteration 12Q: 3 clusters Score -51077.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51092.847656 Penalty: 3095.176758
	Iteration 13Q: 3 clusters Score -51092.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51111.531250 Penalty: 3095.176758
	Iteration 14Q: 3 clusters Score -51111.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51118.714844 Penalty: 3095.176758
	Iteration 15Q: 3 clusters Score -51118.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51118.714844 Penalty: 3095.176758
	Iteration 16F: 3 clusters Score -51118.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Entering Unmasked Estep 
Score: -480504.468750 Penalty: 2053.741943
	Iteration 0F: 2 clusters Score -480504.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -476651.718750 Penalty: 4107.483887
	Iteration 0F: 3 clusters Score -476651.7 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -477463.531250 Penalty: 4107.483887
	Iteration 1F: 3 clusters Score -477463.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -477631.562500 Penalty: 4107.483887
	Iteration 2F: 3 clusters Score -477631.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -477745.156250 Penalty: 4107.483887
	Iteration 3Q: 3 clusters Score -477745.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -477821.781250 Penalty: 4107.483887
	Iteration 4Q: 3 clusters Score -477821.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -477869.656250 Penalty: 4107.483887
	Iteration 5Q: 3 clusters Score -477869.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -477907.250000 Penalty: 4107.483887
	Iteration 6Q: 3 clusters Score -477907.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -477940.906250 Penalty: 4107.483887
	Iteration 7Q: 3 clusters Score -477940.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -477970.250000 Penalty: 4107.483887
	Iteration 8Q: 3 clusters Score -477970.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -477993.218750 Penalty: 4107.483887
	Iteration 9Q: 3 clusters Score -477993.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -478011.750000 Penalty: 4107.483887
	Iteration 10Q: 3 clusters Score -478011.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -478028.968750 Penalty: 4107.483887
	Iteration 11Q: 3 clusters Score -478029 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -478042.656250 Penalty: 4107.483887
	Iteration 12Q: 3 clusters Score -478042.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -478056.468750 Penalty: 4107.483887
	Iteration 13Q: 3 clusters Score -478056.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -478074.718750 Penalty: 4107.483887
	Iteration 14Q: 3 clusters Score -478074.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -478091.250000 Penalty: 4107.483887
	Iteration 15Q: 3 clusters Score -478091.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -478104.687500 Penalty: 4107.483887
	Iteration 16Q: 3 clusters Score -478104.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -478118.781250 Penalty: 4107.483887
	Iteration 17Q: 3 clusters Score -478118.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -478129.312500 Penalty: 4107.483887
	Iteration 18Q: 3 clusters Score -478129.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -478141.937500 Penalty: 4107.483887
	Iteration 19Q: 3 clusters Score -478141.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -478154.125000 Penalty: 4107.483887
	Iteration 20F: 3 clusters Score -478154.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -478159.625000 Penalty: 4107.483887
	Iteration 21Q: 3 clusters Score -478159.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -478161.812500 Penalty: 4107.483887
	Iteration 22Q: 3 clusters Score -478161.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -478166.968750 Penalty: 4107.483887
	Iteration 23Q: 3 clusters Score -478167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -478173.000000 Penalty: 4107.483887
	Iteration 24Q: 3 clusters Score -478173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -478176.375000 Penalty: 4107.483887
	Iteration 25Q: 3 clusters Score -478176.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -478179.375000 Penalty: 4107.483887
	Iteration 26Q: 3 clusters Score -478179.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -478183.625000 Penalty: 4107.483887
	Iteration 27Q: 3 clusters Score -478183.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -478187.843750 Penalty: 4107.483887
	Iteration 28Q: 3 clusters Score -478187.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -478193.468750 Penalty: 4107.483887
	Iteration 29Q: 3 clusters Score -478193.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -478200.500000 Penalty: 4107.483887
	Iteration 30Q: 3 clusters Score -478200.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -478214.250000 Penalty: 4107.483887
	Iteration 31Q: 3 clusters Score -478214.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -478224.437500 Penalty: 4107.483887
	Iteration 32Q: 3 clusters Score -478224.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -478239.875000 Penalty: 4107.483887
	Iteration 33Q: 3 clusters Score -478239.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -478257.281250 Penalty: 4107.483887
	Iteration 34Q: 3 clusters Score -478257.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -478280.125000 Penalty: 4107.483887
	Iteration 35Q: 3 clusters Score -478280.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -478307.437500 Penalty: 4107.483887
	Iteration 36Q: 3 clusters Score -478307.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -478338.968750 Penalty: 4107.483887
	Iteration 37Q: 3 clusters Score -478339 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -478375.281250 Penalty: 4107.483887
	Iteration 38Q: 3 clusters Score -478375.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -478428.000000 Penalty: 4107.483887
	Iteration 39Q: 3 clusters Score -478428 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -478511.218750 Penalty: 4107.483887
	Iteration 40F: 3 clusters Score -478511.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -478637.125000 Penalty: 4107.483887
	Iteration 41Q: 3 clusters Score -478637.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -478809.500000 Penalty: 4107.483887
	Iteration 42Q: 3 clusters Score -478809.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -478996.406250 Penalty: 4107.483887
	Iteration 43Q: 3 clusters Score -478996.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -479137.968750 Penalty: 4107.483887
	Iteration 44Q: 3 clusters Score -479138 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -479241.062500 Penalty: 4107.483887
	Iteration 45Q: 3 clusters Score -479241.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -479317.531250 Penalty: 4107.483887
	Iteration 46Q: 3 clusters Score -479317.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -479366.593750 Penalty: 4107.483887
	Iteration 47Q: 3 clusters Score -479366.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -479394.156250 Penalty: 4107.483887
	Iteration 48Q: 3 clusters Score -479394.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -479412.687500 Penalty: 4107.483887
	Iteration 49Q: 3 clusters Score -479412.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -479427.250000 Penalty: 4107.483887
	Iteration 50Q: 3 clusters Score -479427.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -479436.312500 Penalty: 4107.483887
	Iteration 51Q: 3 clusters Score -479436.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -479442.656250 Penalty: 4107.483887
	Iteration 52Q: 3 clusters Score -479442.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -479447.875000 Penalty: 4107.483887
	Iteration 53Q: 3 clusters Score -479447.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -479454.593750 Penalty: 4107.483887
	Iteration 54Q: 3 clusters Score -479454.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -479461.062500 Penalty: 4107.483887
	Iteration 55Q: 3 clusters Score -479461.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -479464.656250 Penalty: 4107.483887
	Iteration 56Q: 3 clusters Score -479464.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -479464.968750 Penalty: 4107.483887
	Iteration 57Q: 3 clusters Score -479465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -479466.062500 Penalty: 4107.483887
	Iteration 58Q: 3 clusters Score -479466.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -479466.062500 Penalty: 4107.483887
	Iteration 59F: 3 clusters Score -479466.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Entering Unmasked Estep 
Score: -2148693.500000 Penalty: 2418.300049
	Iteration 0F: 2 clusters Score -2148694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2136430.750000 Penalty: 4836.600098
	Iteration 0F: 3 clusters Score -2136431 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2140420.000000 Penalty: 4836.600098
	Iteration 1F: 3 clusters Score -2140420 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2140781.500000 Penalty: 4836.600098
	Iteration 2F: 3 clusters Score -2140782 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2141083.000000 Penalty: 4836.600098
	Iteration 3Q: 3 clusters Score -2141083 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2141323.000000 Penalty: 4836.600098
	Iteration 4Q: 3 clusters Score -2141323 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2141581.750000 Penalty: 4836.600098
	Iteration 5Q: 3 clusters Score -2141582 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2141857.750000 Penalty: 4836.600098
	Iteration 6Q: 3 clusters Score -2141858 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2142200.750000 Penalty: 4836.600098
	Iteration 7Q: 3 clusters Score -2142201 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2142612.750000 Penalty: 4836.600098
	Iteration 8Q: 3 clusters Score -2142613 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2143142.250000 Penalty: 4836.600098
	Iteration 9Q: 3 clusters Score -2143142 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2143764.000000 Penalty: 4836.600098
	Iteration 10F: 3 clusters Score -2143764 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2144395.000000 Penalty: 4836.600098
	Iteration 11Q: 3 clusters Score -2144395 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2145030.250000 Penalty: 4836.600098
	Iteration 12Q: 3 clusters Score -2145030 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2145566.000000 Penalty: 4836.600098
	Iteration 13Q: 3 clusters Score -2145566 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2145956.500000 Penalty: 4836.600098
	Iteration 14Q: 3 clusters Score -2145956 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2146201.000000 Penalty: 4836.600098
	Iteration 15Q: 3 clusters Score -2146201 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2146344.000000 Penalty: 4836.600098
	Iteration 16Q: 3 clusters Score -2146344 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2146422.500000 Penalty: 4836.600098
	Iteration 17Q: 3 clusters Score -2146422 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2146476.250000 Penalty: 4836.600098
	Iteration 18Q: 3 clusters Score -2146476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2146515.500000 Penalty: 4836.600098
	Iteration 19Q: 3 clusters Score -2146516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2146546.750000 Penalty: 4836.600098
	Iteration 20F: 3 clusters Score -2146547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2146575.000000 Penalty: 4836.600098
	Iteration 21Q: 3 clusters Score -2146575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2146597.750000 Penalty: 4836.600098
	Iteration 22Q: 3 clusters Score -2146598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2146609.250000 Penalty: 4836.600098
	Iteration 23Q: 3 clusters Score -2146609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2146614.250000 Penalty: 4836.600098
	Iteration 24Q: 3 clusters Score -2146614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2146621.500000 Penalty: 4836.600098
	Iteration 25Q: 3 clusters Score -2146622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2146630.000000 Penalty: 4836.600098
	Iteration 26Q: 3 clusters Score -2146630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2146637.000000 Penalty: 4836.600098
	Iteration 27Q: 3 clusters Score -2146637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2146639.000000 Penalty: 4836.600098
	Iteration 28Q: 3 clusters Score -2146639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2146638.500000 Penalty: 4836.600098
	Iteration 29Q: 3 clusters Score -2146638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2146638.750000 Penalty: 4836.600098
	Iteration 30Q: 3 clusters Score -2146639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2146640.500000 Penalty: 4836.600098
	Iteration 31Q: 3 clusters Score -2146640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2146639.750000 Penalty: 4836.600098
	Iteration 32Q: 3 clusters Score -2146640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2146639.750000 Penalty: 4836.600098
	Iteration 33F: 3 clusters Score -2146640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (281796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281796 members 
Entering Unmasked Estep 
Score: -34952688.000000 Penalty: 3112.136719
	Iteration 0F: 2 clusters Score -3.495269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140834 members 
Mstep: Class 2 contains 140962 members 
Entering Unmasked Estep 
Score: -34776364.000000 Penalty: 6224.273438
	Iteration 0F: 3 clusters Score -3.477636e+07 nChanged 136427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141151 members 
Mstep: Class 2 contains 140645 members 
Entering Unmasked Estep 
Score: -34856584.000000 Penalty: 6224.273438
	Iteration 1F: 3 clusters Score -3.485658e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141496 members 
Mstep: Class 2 contains 140300 members 
Entering Unmasked Estep 
Score: -34857556.000000 Penalty: 6224.273438
	Iteration 2Q: 3 clusters Score -3.485756e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142105 members 
Mstep: Class 2 contains 139691 members 
Entering Unmasked Estep 
Score: -34859384.000000 Penalty: 6224.273438
	Iteration 3Q: 3 clusters Score -3.485938e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143147 members 
Mstep: Class 2 contains 138649 members 
Entering Unmasked Estep 
Score: -34861260.000000 Penalty: 6224.273438
	Iteration 4Q: 3 clusters Score -3.486126e+07 nChanged 9807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144856 members 
Mstep: Class 2 contains 136940 members 
Entering Unmasked Estep 
Score: -34865144.000000 Penalty: 6224.273438
	Iteration 5Q: 3 clusters Score -3.486514e+07 nChanged 12682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147922 members 
Mstep: Class 2 contains 133874 members 
Entering Unmasked Estep 
Score: -34871688.000000 Penalty: 6224.273438
	Iteration 6Q: 3 clusters Score -3.487169e+07 nChanged 16152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153248 members 
Mstep: Class 2 contains 128548 members 
Entering Unmasked Estep 
Score: -34881432.000000 Penalty: 6224.273438
	Iteration 7F: 3 clusters Score -3.488143e+07 nChanged 19538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161028 members 
Mstep: Class 2 contains 120768 members 
Entering Unmasked Estep 
Score: -34895160.000000 Penalty: 6224.273438
	Iteration 8F: 3 clusters Score -3.489516e+07 nChanged 20986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170558 members 
Mstep: Class 2 contains 111238 members 
Entering Unmasked Estep 
Score: -34912012.000000 Penalty: 6224.273438
	Iteration 9F: 3 clusters Score -3.491201e+07 nChanged 19476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180266 members 
Mstep: Class 2 contains 101530 members 
Entering Unmasked Estep 
Score: -34927688.000000 Penalty: 6224.273438
	Iteration 10F: 3 clusters Score -3.492769e+07 nChanged 14843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188743 members 
Mstep: Class 2 contains 93053 members 
Entering Unmasked Estep 
Score: -34937504.000000 Penalty: 6224.273438
	Iteration 11F: 3 clusters Score -3.49375e+07 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195981 members 
Mstep: Class 2 contains 85815 members 
Entering Unmasked Estep 
Score: -34942064.000000 Penalty: 6224.273438
	Iteration 12Q: 3 clusters Score -3.494206e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203095 members 
Mstep: Class 2 contains 78701 members 
Entering Unmasked Estep 
Score: -34944832.000000 Penalty: 6224.273438
	Iteration 13Q: 3 clusters Score -3.494483e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210075 members 
Mstep: Class 2 contains 71721 members 
Entering Unmasked Estep 
Score: -34946848.000000 Penalty: 6224.273438
	Iteration 14Q: 3 clusters Score -3.494685e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216887 members 
Mstep: Class 2 contains 64909 members 
Entering Unmasked Estep 
Score: -34948460.000000 Penalty: 6224.273438
	Iteration 15Q: 3 clusters Score -3.494846e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223391 members 
Mstep: Class 2 contains 58405 members 
Entering Unmasked Estep 
Score: -34949796.000000 Penalty: 6224.273438
	Iteration 16Q: 3 clusters Score -3.49498e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229787 members 
Mstep: Class 2 contains 52009 members 
Entering Unmasked Estep 
Score: -34950760.000000 Penalty: 6224.273438
	Iteration 17Q: 3 clusters Score -3.495076e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235866 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -34951560.000000 Penalty: 6224.273438
	Iteration 18Q: 3 clusters Score -3.495156e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241708 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -34951768.000000 Penalty: 6224.273438
	Iteration 19Q: 3 clusters Score -3.495177e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247260 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -34952156.000000 Penalty: 6224.273438
	Iteration 20F: 3 clusters Score -3.495216e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252543 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -34952432.000000 Penalty: 6224.273438
	Iteration 21Q: 3 clusters Score -3.495243e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257418 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -34952732.000000 Penalty: 6224.273438
	Iteration 22Q: 3 clusters Score -3.495273e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261678 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -34952916.000000 Penalty: 6224.273438
	Iteration 23Q: 3 clusters Score -3.495292e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265250 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -34952972.000000 Penalty: 6224.273438
	Iteration 24Q: 3 clusters Score -3.495297e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268228 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -34953012.000000 Penalty: 6224.273438
	Iteration 25Q: 3 clusters Score -3.495301e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270664 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -34952844.000000 Penalty: 6224.273438
	Iteration 26Q: 3 clusters Score -3.495284e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272652 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -34952816.000000 Penalty: 6224.273438
	Iteration 27Q: 3 clusters Score -3.495282e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274219 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -34952600.000000 Penalty: 6224.273438
	Iteration 28Q: 3 clusters Score -3.49526e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275441 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -34952292.000000 Penalty: 6224.273438
	Iteration 29Q: 3 clusters Score -3.495229e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276387 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -34952036.000000 Penalty: 6224.273438
	Iteration 30Q: 3 clusters Score -3.495204e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277127 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -34952016.000000 Penalty: 6224.273438
	Iteration 31Q: 3 clusters Score -3.495202e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277729 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -34951860.000000 Penalty: 6224.273438
	Iteration 32Q: 3 clusters Score -3.495186e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278195 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -34951884.000000 Penalty: 6224.273438
	Iteration 33Q: 3 clusters Score -3.495188e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278547 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -34951820.000000 Penalty: 6224.273438
	Iteration 34Q: 3 clusters Score -3.495182e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278838 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -34951760.000000 Penalty: 6224.273438
	Iteration 35Q: 3 clusters Score -3.495176e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279080 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -34951680.000000 Penalty: 6224.273438
	Iteration 36Q: 3 clusters Score -3.495168e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279284 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -34951660.000000 Penalty: 6224.273438
	Iteration 37Q: 3 clusters Score -3.495166e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279447 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -34951572.000000 Penalty: 6224.273438
	Iteration 38Q: 3 clusters Score -3.495157e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279580 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -34951528.000000 Penalty: 6224.273438
	Iteration 39Q: 3 clusters Score -3.495153e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279712 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -34951400.000000 Penalty: 6224.273438
	Iteration 40F: 3 clusters Score -3.49514e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279832 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -34951368.000000 Penalty: 6224.273438
	Iteration 41Q: 3 clusters Score -3.495137e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279924 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -34951356.000000 Penalty: 6224.273438
	Iteration 42Q: 3 clusters Score -3.495136e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279995 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -34951336.000000 Penalty: 6224.273438
	Iteration 43Q: 3 clusters Score -3.495134e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280063 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -34951336.000000 Penalty: 6224.273438
	Iteration 44Q: 3 clusters Score -3.495134e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280128 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -34951292.000000 Penalty: 6224.273438
	Iteration 45Q: 3 clusters Score -3.495129e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280181 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -34951260.000000 Penalty: 6224.273438
	Iteration 46Q: 3 clusters Score -3.495126e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280220 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -34951268.000000 Penalty: 6224.273438
	Iteration 47Q: 3 clusters Score -3.495127e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280251 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -34951204.000000 Penalty: 6224.273438
	Iteration 48Q: 3 clusters Score -3.49512e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280277 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -34951216.000000 Penalty: 6224.273438
	Iteration 49Q: 3 clusters Score -3.495122e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280299 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -34951188.000000 Penalty: 6224.273438
	Iteration 50Q: 3 clusters Score -3.495119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280316 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -34951164.000000 Penalty: 6224.273438
	Iteration 51Q: 3 clusters Score -3.495116e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280330 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -34951144.000000 Penalty: 6224.273438
	Iteration 52Q: 3 clusters Score -3.495114e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280343 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -34951136.000000 Penalty: 6224.273438
	Iteration 53Q: 3 clusters Score -3.495114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280357 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -34951124.000000 Penalty: 6224.273438
	Iteration 54Q: 3 clusters Score -3.495112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280370 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -34951132.000000 Penalty: 6224.273438
	Iteration 55Q: 3 clusters Score -3.495113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280383 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -34951156.000000 Penalty: 6224.273438
	Iteration 56Q: 3 clusters Score -3.495116e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280401 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -34951136.000000 Penalty: 6224.273438
	Iteration 57Q: 3 clusters Score -3.495114e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280412 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -34951092.000000 Penalty: 6224.273438
	Iteration 58Q: 3 clusters Score -3.495109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280421 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -34951092.000000 Penalty: 6224.273438
	Iteration 59Q: 3 clusters Score -3.495109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280428 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -34951068.000000 Penalty: 6224.273438
	Iteration 60F: 3 clusters Score -3.495107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280432 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -34951056.000000 Penalty: 6224.273438
	Iteration 61Q: 3 clusters Score -3.495106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280439 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -34951064.000000 Penalty: 6224.273438
	Iteration 62Q: 3 clusters Score -3.495106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280446 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -34951056.000000 Penalty: 6224.273438
	Iteration 63Q: 3 clusters Score -3.495106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280450 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -34951084.000000 Penalty: 6224.273438
	Iteration 64Q: 3 clusters Score -3.495108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280453 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -34951076.000000 Penalty: 6224.273438
	Iteration 65Q: 3 clusters Score -3.495108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280457 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -34951088.000000 Penalty: 6224.273438
	Iteration 66Q: 3 clusters Score -3.495109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280461 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -34951048.000000 Penalty: 6224.273438
	Iteration 67Q: 3 clusters Score -3.495105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280467 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -34951040.000000 Penalty: 6224.273438
	Iteration 68Q: 3 clusters Score -3.495104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280467 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -34951056.000000 Penalty: 6224.273438
	Iteration 69Q: 3 clusters Score -3.495106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280468 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -34951048.000000 Penalty: 6224.273438
	Iteration 70Q: 3 clusters Score -3.495105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280470 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -34951060.000000 Penalty: 6224.273438
	Iteration 71Q: 3 clusters Score -3.495106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280473 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -34951064.000000 Penalty: 6224.273438
	Iteration 72Q: 3 clusters Score -3.495106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280475 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -34951072.000000 Penalty: 6224.273438
	Iteration 73Q: 3 clusters Score -3.495107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280476 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -34951068.000000 Penalty: 6224.273438
	Iteration 74Q: 3 clusters Score -3.495107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280477 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -34951076.000000 Penalty: 6224.273438
	Iteration 75Q: 3 clusters Score -3.495108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280478 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -34951072.000000 Penalty: 6224.273438
	Iteration 76Q: 3 clusters Score -3.495107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280478 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -34951072.000000 Penalty: 6224.273438
	Iteration 77F: 3 clusters Score -3.495107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Entering Unmasked Estep 
Score: -7461652.000000 Penalty: 2725.919678
	Iteration 0F: 2 clusters Score -7461652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -7421629.000000 Penalty: 5451.839355
	Iteration 0F: 3 clusters Score -7421629 nChanged 27748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -7436986.500000 Penalty: 5451.839355
	Iteration 1F: 3 clusters Score -7436986 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -7437812.000000 Penalty: 5451.839355
	Iteration 2Q: 3 clusters Score -7437812 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -7438770.500000 Penalty: 5451.839355
	Iteration 3Q: 3 clusters Score -7438770 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -7439932.000000 Penalty: 5451.839355
	Iteration 4Q: 3 clusters Score -7439932 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -7441319.000000 Penalty: 5451.839355
	Iteration 5Q: 3 clusters Score -7441319 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -7442893.500000 Penalty: 5451.839355
	Iteration 6F: 3 clusters Score -7442894 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -7444619.500000 Penalty: 5451.839355
	Iteration 7F: 3 clusters Score -7444620 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -7446314.000000 Penalty: 5451.839355
	Iteration 8F: 3 clusters Score -7446314 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -7448043.500000 Penalty: 5451.839355
	Iteration 9F: 3 clusters Score -7448044 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -7449771.000000 Penalty: 5451.839355
	Iteration 10F: 3 clusters Score -7449771 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -7451279.000000 Penalty: 5451.839355
	Iteration 11Q: 3 clusters Score -7451279 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -7452423.000000 Penalty: 5451.839355
	Iteration 12Q: 3 clusters Score -7452423 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -7453206.000000 Penalty: 5451.839355
	Iteration 13Q: 3 clusters Score -7453206 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -7453818.500000 Penalty: 5451.839355
	Iteration 14Q: 3 clusters Score -7453818 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -7454184.000000 Penalty: 5451.839355
	Iteration 15Q: 3 clusters Score -7454184 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -7454559.000000 Penalty: 5451.839355
	Iteration 16Q: 3 clusters Score -7454559 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -7454834.500000 Penalty: 5451.839355
	Iteration 17Q: 3 clusters Score -7454834 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -7455105.500000 Penalty: 5451.839355
	Iteration 18Q: 3 clusters Score -7455106 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -7455364.000000 Penalty: 5451.839355
	Iteration 19Q: 3 clusters Score -7455364 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -7455616.000000 Penalty: 5451.839355
	Iteration 20F: 3 clusters Score -7455616 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -7455864.000000 Penalty: 5451.839355
	Iteration 21Q: 3 clusters Score -7455864 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -7456055.000000 Penalty: 5451.839355
	Iteration 22Q: 3 clusters Score -7456055 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -7456268.000000 Penalty: 5451.839355
	Iteration 23Q: 3 clusters Score -7456268 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -7456415.000000 Penalty: 5451.839355
	Iteration 24Q: 3 clusters Score -7456415 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -7456575.500000 Penalty: 5451.839355
	Iteration 25Q: 3 clusters Score -7456576 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -7456737.500000 Penalty: 5451.839355
	Iteration 26Q: 3 clusters Score -7456738 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -7456889.500000 Penalty: 5451.839355
	Iteration 27Q: 3 clusters Score -7456890 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -7457041.000000 Penalty: 5451.839355
	Iteration 28Q: 3 clusters Score -7457041 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -7457224.000000 Penalty: 5451.839355
	Iteration 29Q: 3 clusters Score -7457224 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -7457385.000000 Penalty: 5451.839355
	Iteration 30Q: 3 clusters Score -7457385 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -7457559.000000 Penalty: 5451.839355
	Iteration 31Q: 3 clusters Score -7457559 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -7457706.000000 Penalty: 5451.839355
	Iteration 32Q: 3 clusters Score -7457706 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -7457854.500000 Penalty: 5451.839355
	Iteration 33Q: 3 clusters Score -7457854 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -7458032.000000 Penalty: 5451.839355
	Iteration 34Q: 3 clusters Score -7458032 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -7458177.500000 Penalty: 5451.839355
	Iteration 35Q: 3 clusters Score -7458178 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -7458275.500000 Penalty: 5451.839355
	Iteration 36Q: 3 clusters Score -7458276 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 51864 members 
Entering Unmasked Estep 
Score: -7458421.000000 Penalty: 5451.839355
	Iteration 37Q: 3 clusters Score -7458421 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -7458548.000000 Penalty: 5451.839355
	Iteration 38Q: 3 clusters Score -7458548 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -7458658.500000 Penalty: 5451.839355
	Iteration 39Q: 3 clusters Score -7458658 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -7458787.000000 Penalty: 5451.839355
	Iteration 40F: 3 clusters Score -7458787 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -7458859.500000 Penalty: 5451.839355
	Iteration 41Q: 3 clusters Score -7458860 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 53732 members 
Entering Unmasked Estep 
Score: -7458961.000000 Penalty: 5451.839355
	Iteration 42Q: 3 clusters Score -7458961 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -7459061.500000 Penalty: 5451.839355
	Iteration 43Q: 3 clusters Score -7459062 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -7459163.000000 Penalty: 5451.839355
	Iteration 44Q: 3 clusters Score -7459163 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -7459270.000000 Penalty: 5451.839355
	Iteration 45Q: 3 clusters Score -7459270 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -7459342.000000 Penalty: 5451.839355
	Iteration 46Q: 3 clusters Score -7459342 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -7459408.000000 Penalty: 5451.839355
	Iteration 47Q: 3 clusters Score -7459408 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 55342 members 
Entering Unmasked Estep 
Score: -7459460.000000 Penalty: 5451.839355
	Iteration 48Q: 3 clusters Score -7459460 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -7459545.000000 Penalty: 5451.839355
	Iteration 49Q: 3 clusters Score -7459545 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
Score: -7459583.000000 Penalty: 5451.839355
	Iteration 50Q: 3 clusters Score -7459583 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -7459654.500000 Penalty: 5451.839355
	Iteration 51Q: 3 clusters Score -7459654 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -7459701.500000 Penalty: 5451.839355
	Iteration 52Q: 3 clusters Score -7459702 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 56016 members 
Entering Unmasked Estep 
Score: -7459723.000000 Penalty: 5451.839355
	Iteration 53Q: 3 clusters Score -7459723 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -7459745.500000 Penalty: 5451.839355
	Iteration 54Q: 3 clusters Score -7459746 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 56198 members 
Entering Unmasked Estep 
Score: -7459766.500000 Penalty: 5451.839355
	Iteration 55Q: 3 clusters Score -7459766 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 56274 members 
Entering Unmasked Estep 
Score: -7459805.500000 Penalty: 5451.839355
	Iteration 56Q: 3 clusters Score -7459806 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 56358 members 
Entering Unmasked Estep 
Score: -7459824.000000 Penalty: 5451.839355
	Iteration 57Q: 3 clusters Score -7459824 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 56432 members 
Entering Unmasked Estep 
Score: -7459852.500000 Penalty: 5451.839355
	Iteration 58Q: 3 clusters Score -7459852 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 56512 members 
Entering Unmasked Estep 
Score: -7459882.500000 Penalty: 5451.839355
	Iteration 59Q: 3 clusters Score -7459882 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 56576 members 
Entering Unmasked Estep 
Score: -7459898.500000 Penalty: 5451.839355
	Iteration 60F: 3 clusters Score -7459898 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
Score: -7459911.000000 Penalty: 5451.839355
	Iteration 61Q: 3 clusters Score -7459911 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
Score: -7459932.000000 Penalty: 5451.839355
	Iteration 62Q: 3 clusters Score -7459932 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -7459951.500000 Penalty: 5451.839355
	Iteration 63Q: 3 clusters Score -7459952 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -7459951.000000 Penalty: 5451.839355
	Iteration 64Q: 3 clusters Score -7459951 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 56845 members 
Entering Unmasked Estep 
Score: -7459960.500000 Penalty: 5451.839355
	Iteration 65Q: 3 clusters Score -7459960 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 56889 members 
Entering Unmasked Estep 
Score: -7459958.000000 Penalty: 5451.839355
	Iteration 66Q: 3 clusters Score -7459958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -7459955.000000 Penalty: 5451.839355
	Iteration 67Q: 3 clusters Score -7459955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 56949 members 
Entering Unmasked Estep 
Score: -7459964.500000 Penalty: 5451.839355
	Iteration 68Q: 3 clusters Score -7459964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 56972 members 
Entering Unmasked Estep 
Score: -7459990.500000 Penalty: 5451.839355
	Iteration 69Q: 3 clusters Score -7459990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 56998 members 
Entering Unmasked Estep 
Score: -7459989.000000 Penalty: 5451.839355
	Iteration 70Q: 3 clusters Score -7459989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -7460002.000000 Penalty: 5451.839355
	Iteration 71Q: 3 clusters Score -7460002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -7459995.500000 Penalty: 5451.839355
	Iteration 72Q: 3 clusters Score -7459996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -7460002.500000 Penalty: 5451.839355
	Iteration 73Q: 3 clusters Score -7460002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 57075 members 
Entering Unmasked Estep 
Score: -7460004.500000 Penalty: 5451.839355
	Iteration 74Q: 3 clusters Score -7460004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
Score: -7460011.500000 Penalty: 5451.839355
	Iteration 75Q: 3 clusters Score -7460012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 57097 members 
Entering Unmasked Estep 
Score: -7460026.500000 Penalty: 5451.839355
	Iteration 76Q: 3 clusters Score -7460026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -7460027.000000 Penalty: 5451.839355
	Iteration 77Q: 3 clusters Score -7460027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -7460035.000000 Penalty: 5451.839355
	Iteration 78Q: 3 clusters Score -7460035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -7460036.500000 Penalty: 5451.839355
	Iteration 79Q: 3 clusters Score -7460036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -7460034.500000 Penalty: 5451.839355
	Iteration 80F: 3 clusters Score -7460034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 57157 members 
Entering Unmasked Estep 
Score: -7460040.500000 Penalty: 5451.839355
	Iteration 81Q: 3 clusters Score -7460040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 57162 members 
Entering Unmasked Estep 
Score: -7460051.000000 Penalty: 5451.839355
	Iteration 82Q: 3 clusters Score -7460051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -7460049.500000 Penalty: 5451.839355
	Iteration 83Q: 3 clusters Score -7460050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 57172 members 
Entering Unmasked Estep 
Score: -7460042.500000 Penalty: 5451.839355
	Iteration 84Q: 3 clusters Score -7460042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 57176 members 
Entering Unmasked Estep 
Score: -7460039.500000 Penalty: 5451.839355
	Iteration 85Q: 3 clusters Score -7460040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -7460037.000000 Penalty: 5451.839355
	Iteration 86Q: 3 clusters Score -7460037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 57183 members 
Entering Unmasked Estep 
Score: -7460041.000000 Penalty: 5451.839355
	Iteration 87Q: 3 clusters Score -7460041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 57187 members 
Entering Unmasked Estep 
Score: -7460042.500000 Penalty: 5451.839355
	Iteration 88Q: 3 clusters Score -7460042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -7460045.000000 Penalty: 5451.839355
	Iteration 89Q: 3 clusters Score -7460045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 57191 members 
Entering Unmasked Estep 
Score: -7460049.000000 Penalty: 5451.839355
	Iteration 90Q: 3 clusters Score -7460049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 57191 members 
Entering Unmasked Estep 
Score: -7460049.000000 Penalty: 5451.839355
	Iteration 91F: 3 clusters Score -7460049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Entering Unmasked Estep 
Score: -3039155.500000 Penalty: 2533.974854
	Iteration 0F: 2 clusters Score -3039156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -3020364.250000 Penalty: 5067.949707
	Iteration 0F: 3 clusters Score -3020364 nChanged 12275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -3027305.000000 Penalty: 5067.949707
	Iteration 1F: 3 clusters Score -3027305 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -3027978.000000 Penalty: 5067.949707
	Iteration 2F: 3 clusters Score -3027978 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -3028660.000000 Penalty: 5067.949707
	Iteration 3F: 3 clusters Score -3028660 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -3029415.000000 Penalty: 5067.949707
	Iteration 4F: 3 clusters Score -3029415 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -3030285.750000 Penalty: 5067.949707
	Iteration 5F: 3 clusters Score -3030286 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -3031219.500000 Penalty: 5067.949707
	Iteration 6F: 3 clusters Score -3031220 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -3032198.500000 Penalty: 5067.949707
	Iteration 7F: 3 clusters Score -3032198 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -3033232.000000 Penalty: 5067.949707
	Iteration 8F: 3 clusters Score -3033232 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -3034258.000000 Penalty: 5067.949707
	Iteration 9F: 3 clusters Score -3034258 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3035168.500000 Penalty: 5067.949707
	Iteration 10Q: 3 clusters Score -3035168 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3035883.000000 Penalty: 5067.949707
	Iteration 11Q: 3 clusters Score -3035883 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3036387.750000 Penalty: 5067.949707
	Iteration 12Q: 3 clusters Score -3036388 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3036765.500000 Penalty: 5067.949707
	Iteration 13Q: 3 clusters Score -3036766 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3037001.750000 Penalty: 5067.949707
	Iteration 14Q: 3 clusters Score -3037002 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3037146.000000 Penalty: 5067.949707
	Iteration 15Q: 3 clusters Score -3037146 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3037232.500000 Penalty: 5067.949707
	Iteration 16Q: 3 clusters Score -3037232 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3037329.000000 Penalty: 5067.949707
	Iteration 17Q: 3 clusters Score -3037329 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3037374.750000 Penalty: 5067.949707
	Iteration 18Q: 3 clusters Score -3037375 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3037426.750000 Penalty: 5067.949707
	Iteration 19Q: 3 clusters Score -3037427 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3037471.750000 Penalty: 5067.949707
	Iteration 20F: 3 clusters Score -3037472 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3037513.250000 Penalty: 5067.949707
	Iteration 21Q: 3 clusters Score -3037513 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3037558.500000 Penalty: 5067.949707
	Iteration 22Q: 3 clusters Score -3037558 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3037593.250000 Penalty: 5067.949707
	Iteration 23Q: 3 clusters Score -3037593 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3037609.000000 Penalty: 5067.949707
	Iteration 24Q: 3 clusters Score -3037609 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3037642.500000 Penalty: 5067.949707
	Iteration 25Q: 3 clusters Score -3037642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3037673.750000 Penalty: 5067.949707
	Iteration 26Q: 3 clusters Score -3037674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3037699.750000 Penalty: 5067.949707
	Iteration 27Q: 3 clusters Score -3037700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3037726.250000 Penalty: 5067.949707
	Iteration 28Q: 3 clusters Score -3037726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3037740.500000 Penalty: 5067.949707
	Iteration 29Q: 3 clusters Score -3037740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3037763.750000 Penalty: 5067.949707
	Iteration 30Q: 3 clusters Score -3037764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3037780.250000 Penalty: 5067.949707
	Iteration 31Q: 3 clusters Score -3037780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3037798.500000 Penalty: 5067.949707
	Iteration 32Q: 3 clusters Score -3037798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3037803.750000 Penalty: 5067.949707
	Iteration 33Q: 3 clusters Score -3037804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3037812.000000 Penalty: 5067.949707
	Iteration 34Q: 3 clusters Score -3037812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3037821.750000 Penalty: 5067.949707
	Iteration 35Q: 3 clusters Score -3037822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3037817.000000 Penalty: 5067.949707
	Iteration 36Q: 3 clusters Score -3037817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3037820.750000 Penalty: 5067.949707
	Iteration 37Q: 3 clusters Score -3037821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3037829.750000 Penalty: 5067.949707
	Iteration 38Q: 3 clusters Score -3037830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3037835.000000 Penalty: 5067.949707
	Iteration 39Q: 3 clusters Score -3037835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3037843.000000 Penalty: 5067.949707
	Iteration 40F: 3 clusters Score -3037843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3037849.500000 Penalty: 5067.949707
	Iteration 41Q: 3 clusters Score -3037850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3037852.250000 Penalty: 5067.949707
	Iteration 42Q: 3 clusters Score -3037852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3037858.250000 Penalty: 5067.949707
	Iteration 43Q: 3 clusters Score -3037858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3037866.500000 Penalty: 5067.949707
	Iteration 44Q: 3 clusters Score -3037866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3037866.250000 Penalty: 5067.949707
	Iteration 45Q: 3 clusters Score -3037866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3037866.250000 Penalty: 5067.949707
	Iteration 46Q: 3 clusters Score -3037866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3037867.000000 Penalty: 5067.949707
	Iteration 47Q: 3 clusters Score -3037867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3037868.250000 Penalty: 5067.949707
	Iteration 48Q: 3 clusters Score -3037868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3037868.000000 Penalty: 5067.949707
	Iteration 49Q: 3 clusters Score -3037868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3037868.000000 Penalty: 5067.949707
	Iteration 50F: 3 clusters Score -3037868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Entering Unmasked Estep 
Score: -483419.875000 Penalty: 2065.575684
	Iteration 0F: 2 clusters Score -483419.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -479454.093750 Penalty: 4131.151367
	Iteration 0F: 3 clusters Score -479454.1 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -480494.187500 Penalty: 4131.151367
	Iteration 1F: 3 clusters Score -480494.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -480865.531250 Penalty: 4131.151367
	Iteration 2F: 3 clusters Score -480865.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -481153.093750 Penalty: 4131.151367
	Iteration 3F: 3 clusters Score -481153.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -481376.625000 Penalty: 4131.151367
	Iteration 4F: 3 clusters Score -481376.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -481590.156250 Penalty: 4131.151367
	Iteration 5F: 3 clusters Score -481590.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -481741.375000 Penalty: 4131.151367
	Iteration 6Q: 3 clusters Score -481741.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -481859.781250 Penalty: 4131.151367
	Iteration 7Q: 3 clusters Score -481859.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -481951.250000 Penalty: 4131.151367
	Iteration 8Q: 3 clusters Score -481951.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -482021.312500 Penalty: 4131.151367
	Iteration 9Q: 3 clusters Score -482021.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -482079.000000 Penalty: 4131.151367
	Iteration 10Q: 3 clusters Score -482079 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -482128.906250 Penalty: 4131.151367
	Iteration 11Q: 3 clusters Score -482128.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -482187.000000 Penalty: 4131.151367
	Iteration 12Q: 3 clusters Score -482187 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -482243.656250 Penalty: 4131.151367
	Iteration 13Q: 3 clusters Score -482243.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -482287.031250 Penalty: 4131.151367
	Iteration 14Q: 3 clusters Score -482287 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -482315.968750 Penalty: 4131.151367
	Iteration 15Q: 3 clusters Score -482316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -482333.593750 Penalty: 4131.151367
	Iteration 16Q: 3 clusters Score -482333.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -482344.781250 Penalty: 4131.151367
	Iteration 17Q: 3 clusters Score -482344.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -482349.750000 Penalty: 4131.151367
	Iteration 18Q: 3 clusters Score -482349.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -482351.937500 Penalty: 4131.151367
	Iteration 19Q: 3 clusters Score -482351.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -482358.156250 Penalty: 4131.151367
	Iteration 20F: 3 clusters Score -482358.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -482362.593750 Penalty: 4131.151367
	Iteration 21Q: 3 clusters Score -482362.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -482370.750000 Penalty: 4131.151367
	Iteration 22Q: 3 clusters Score -482370.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -482372.812500 Penalty: 4131.151367
	Iteration 23Q: 3 clusters Score -482372.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -482373.937500 Penalty: 4131.151367
	Iteration 24Q: 3 clusters Score -482373.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -482375.375000 Penalty: 4131.151367
	Iteration 25Q: 3 clusters Score -482375.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -482375.437500 Penalty: 4131.151367
	Iteration 26Q: 3 clusters Score -482375.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -482376.000000 Penalty: 4131.151367
	Iteration 27Q: 3 clusters Score -482376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -482376.000000 Penalty: 4131.151367
	Iteration 28F: 3 clusters Score -482376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Entering Unmasked Estep 
Score: -3684271.250000 Penalty: 2558.005127
	Iteration 0F: 2 clusters Score -3684271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -3663512.250000 Penalty: 5116.010254
	Iteration 0F: 3 clusters Score -3663512 nChanged 13675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3671048.500000 Penalty: 5116.010254
	Iteration 1F: 3 clusters Score -3671048 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3671657.750000 Penalty: 5116.010254
	Iteration 2F: 3 clusters Score -3671658 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -3672256.000000 Penalty: 5116.010254
	Iteration 3Q: 3 clusters Score -3672256 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -3672914.000000 Penalty: 5116.010254
	Iteration 4Q: 3 clusters Score -3672914 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -3673715.000000 Penalty: 5116.010254
	Iteration 5F: 3 clusters Score -3673715 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -3674781.000000 Penalty: 5116.010254
	Iteration 6F: 3 clusters Score -3674781 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -3676106.250000 Penalty: 5116.010254
	Iteration 7F: 3 clusters Score -3676106 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -3677536.750000 Penalty: 5116.010254
	Iteration 8F: 3 clusters Score -3677537 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -3678868.500000 Penalty: 5116.010254
	Iteration 9F: 3 clusters Score -3678868 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -3679949.250000 Penalty: 5116.010254
	Iteration 10Q: 3 clusters Score -3679949 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -3680707.500000 Penalty: 5116.010254
	Iteration 11Q: 3 clusters Score -3680708 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -3681194.500000 Penalty: 5116.010254
	Iteration 12Q: 3 clusters Score -3681194 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -3681456.750000 Penalty: 5116.010254
	Iteration 13Q: 3 clusters Score -3681457 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -3681615.750000 Penalty: 5116.010254
	Iteration 14Q: 3 clusters Score -3681616 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -3681726.750000 Penalty: 5116.010254
	Iteration 15Q: 3 clusters Score -3681727 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -3681800.750000 Penalty: 5116.010254
	Iteration 16Q: 3 clusters Score -3681801 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -3681871.000000 Penalty: 5116.010254
	Iteration 17Q: 3 clusters Score -3681871 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -3681945.500000 Penalty: 5116.010254
	Iteration 18Q: 3 clusters Score -3681946 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -3681998.750000 Penalty: 5116.010254
	Iteration 19Q: 3 clusters Score -3681999 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -3682028.000000 Penalty: 5116.010254
	Iteration 20F: 3 clusters Score -3682028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -3682058.250000 Penalty: 5116.010254
	Iteration 21Q: 3 clusters Score -3682058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -3682070.750000 Penalty: 5116.010254
	Iteration 22Q: 3 clusters Score -3682071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -3682080.250000 Penalty: 5116.010254
	Iteration 23Q: 3 clusters Score -3682080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -3682088.500000 Penalty: 5116.010254
	Iteration 24Q: 3 clusters Score -3682088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -3682096.750000 Penalty: 5116.010254
	Iteration 25Q: 3 clusters Score -3682097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -3682103.500000 Penalty: 5116.010254
	Iteration 26Q: 3 clusters Score -3682104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -3682107.500000 Penalty: 5116.010254
	Iteration 27Q: 3 clusters Score -3682108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -3682107.500000 Penalty: 5116.010254
	Iteration 28F: 3 clusters Score -3682108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Entering Unmasked Estep 
Score: -1703158.375000 Penalty: 2372.155518
	Iteration 0F: 2 clusters Score -1703158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1692697.625000 Penalty: 4744.311035
	Iteration 0F: 3 clusters Score -1692698 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1696005.625000 Penalty: 4744.311035
	Iteration 1F: 3 clusters Score -1696006 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1696404.875000 Penalty: 4744.311035
	Iteration 2F: 3 clusters Score -1696405 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1696767.500000 Penalty: 4744.311035
	Iteration 3F: 3 clusters Score -1696768 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1697181.750000 Penalty: 4744.311035
	Iteration 4Q: 3 clusters Score -1697182 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1697673.875000 Penalty: 4744.311035
	Iteration 5F: 3 clusters Score -1697674 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1698193.500000 Penalty: 4744.311035
	Iteration 6F: 3 clusters Score -1698194 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1698737.375000 Penalty: 4744.311035
	Iteration 7F: 3 clusters Score -1698737 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1699250.750000 Penalty: 4744.311035
	Iteration 8F: 3 clusters Score -1699251 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1699740.250000 Penalty: 4744.311035
	Iteration 9F: 3 clusters Score -1699740 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1700129.625000 Penalty: 4744.311035
	Iteration 10Q: 3 clusters Score -1700130 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1700469.000000 Penalty: 4744.311035
	Iteration 11Q: 3 clusters Score -1700469 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1700739.125000 Penalty: 4744.311035
	Iteration 12Q: 3 clusters Score -1700739 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1700917.625000 Penalty: 4744.311035
	Iteration 13Q: 3 clusters Score -1700918 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1701034.750000 Penalty: 4744.311035
	Iteration 14Q: 3 clusters Score -1701035 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1701115.500000 Penalty: 4744.311035
	Iteration 15Q: 3 clusters Score -1701116 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1701186.125000 Penalty: 4744.311035
	Iteration 16Q: 3 clusters Score -1701186 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1701241.500000 Penalty: 4744.311035
	Iteration 17Q: 3 clusters Score -1701242 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1701290.500000 Penalty: 4744.311035
	Iteration 18Q: 3 clusters Score -1701290 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1701319.625000 Penalty: 4744.311035
	Iteration 19Q: 3 clusters Score -1701320 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1701352.250000 Penalty: 4744.311035
	Iteration 20F: 3 clusters Score -1701352 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1701363.875000 Penalty: 4744.311035
	Iteration 21Q: 3 clusters Score -1701364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1701373.125000 Penalty: 4744.311035
	Iteration 22Q: 3 clusters Score -1701373 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1701383.000000 Penalty: 4744.311035
	Iteration 23Q: 3 clusters Score -1701383 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1701385.000000 Penalty: 4744.311035
	Iteration 24Q: 3 clusters Score -1701385 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1701392.000000 Penalty: 4744.311035
	Iteration 25Q: 3 clusters Score -1701392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1701396.750000 Penalty: 4744.311035
	Iteration 26Q: 3 clusters Score -1701397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1701405.625000 Penalty: 4744.311035
	Iteration 27Q: 3 clusters Score -1701406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1701406.250000 Penalty: 4744.311035
	Iteration 28Q: 3 clusters Score -1701406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1701404.625000 Penalty: 4744.311035
	Iteration 29Q: 3 clusters Score -1701405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1701406.000000 Penalty: 4744.311035
	Iteration 30Q: 3 clusters Score -1701406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1701409.875000 Penalty: 4744.311035
	Iteration 31Q: 3 clusters Score -1701410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1701409.125000 Penalty: 4744.311035
	Iteration 32Q: 3 clusters Score -1701409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1701409.000000 Penalty: 4744.311035
	Iteration 33Q: 3 clusters Score -1701409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1701410.750000 Penalty: 4744.311035
	Iteration 34Q: 3 clusters Score -1701411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1701411.000000 Penalty: 4744.311035
	Iteration 35Q: 3 clusters Score -1701411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1701407.625000 Penalty: 4744.311035
	Iteration 36Q: 3 clusters Score -1701408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1701410.125000 Penalty: 4744.311035
	Iteration 37Q: 3 clusters Score -1701410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1701409.375000 Penalty: 4744.311035
	Iteration 38Q: 3 clusters Score -1701409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1701409.625000 Penalty: 4744.311035
	Iteration 39Q: 3 clusters Score -1701410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1701409.875000 Penalty: 4744.311035
	Iteration 40F: 3 clusters Score -1701410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1701409.625000 Penalty: 4744.311035
	Iteration 41Q: 3 clusters Score -1701410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1701409.625000 Penalty: 4744.311035
	Iteration 42F: 3 clusters Score -1701410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Entering Unmasked Estep 
Score: -298588.000000 Penalty: 1975.627441
	Iteration 0F: 2 clusters Score -298588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -295456.812500 Penalty: 3951.254883
	Iteration 0F: 3 clusters Score -295456.8 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -296115.656250 Penalty: 3951.254883
	Iteration 1F: 3 clusters Score -296115.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -296278.468750 Penalty: 3951.254883
	Iteration 2F: 3 clusters Score -296278.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -296403.875000 Penalty: 3951.254883
	Iteration 3F: 3 clusters Score -296403.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -296542.000000 Penalty: 3951.254883
	Iteration 4Q: 3 clusters Score -296542 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -296715.500000 Penalty: 3951.254883
	Iteration 5Q: 3 clusters Score -296715.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -296950.937500 Penalty: 3951.254883
	Iteration 6F: 3 clusters Score -296950.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -297212.218750 Penalty: 3951.254883
	Iteration 7F: 3 clusters Score -297212.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -297445.093750 Penalty: 3951.254883
	Iteration 8F: 3 clusters Score -297445.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -297581.468750 Penalty: 3951.254883
	Iteration 9Q: 3 clusters Score -297581.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -297661.843750 Penalty: 3951.254883
	Iteration 10Q: 3 clusters Score -297661.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -297722.531250 Penalty: 3951.254883
	Iteration 11Q: 3 clusters Score -297722.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -297750.281250 Penalty: 3951.254883
	Iteration 12Q: 3 clusters Score -297750.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -297761.843750 Penalty: 3951.254883
	Iteration 13Q: 3 clusters Score -297761.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -297767.000000 Penalty: 3951.254883
	Iteration 14Q: 3 clusters Score -297767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -297772.812500 Penalty: 3951.254883
	Iteration 15Q: 3 clusters Score -297772.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -297780.343750 Penalty: 3951.254883
	Iteration 16Q: 3 clusters Score -297780.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -297784.625000 Penalty: 3951.254883
	Iteration 17Q: 3 clusters Score -297784.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -297786.656250 Penalty: 3951.254883
	Iteration 18Q: 3 clusters Score -297786.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -297790.218750 Penalty: 3951.254883
	Iteration 19Q: 3 clusters Score -297790.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -297792.125000 Penalty: 3951.254883
	Iteration 20F: 3 clusters Score -297792.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -297794.156250 Penalty: 3951.254883
	Iteration 21Q: 3 clusters Score -297794.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -297795.062500 Penalty: 3951.254883
	Iteration 22Q: 3 clusters Score -297795.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -297796.062500 Penalty: 3951.254883
	Iteration 23Q: 3 clusters Score -297796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -297796.468750 Penalty: 3951.254883
	Iteration 24Q: 3 clusters Score -297796.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -297797.687500 Penalty: 3951.254883
	Iteration 25Q: 3 clusters Score -297797.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -297798.906250 Penalty: 3951.254883
	Iteration 26Q: 3 clusters Score -297798.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -297801.062500 Penalty: 3951.254883
	Iteration 27Q: 3 clusters Score -297801.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -297802.812500 Penalty: 3951.254883
	Iteration 28Q: 3 clusters Score -297802.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -297802.812500 Penalty: 3951.254883
	Iteration 29F: 3 clusters Score -297802.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (192434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192434 members 
Entering Unmasked Estep 
Score: -24079564.000000 Penalty: 3017.541992
	Iteration 0F: 2 clusters Score -2.407956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96056 members 
Mstep: Class 2 contains 96378 members 
Entering Unmasked Estep 
Score: -23955652.000000 Penalty: 6035.083984
	Iteration 0F: 3 clusters Score -2.395565e+07 nChanged 93007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92249 members 
Mstep: Class 2 contains 100185 members 
Entering Unmasked Estep 
Score: -24010488.000000 Penalty: 6035.083984
	Iteration 1F: 3 clusters Score -2.401049e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90207 members 
Mstep: Class 2 contains 102227 members 
Entering Unmasked Estep 
Score: -24011896.000000 Penalty: 6035.083984
	Iteration 2Q: 3 clusters Score -2.40119e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86964 members 
Mstep: Class 2 contains 105470 members 
Entering Unmasked Estep 
Score: -24014078.000000 Penalty: 6035.083984
	Iteration 3Q: 3 clusters Score -2.401408e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 110536 members 
Entering Unmasked Estep 
Score: -24017250.000000 Penalty: 6035.083984
	Iteration 4Q: 3 clusters Score -2.401725e+07 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74221 members 
Mstep: Class 2 contains 118213 members 
Entering Unmasked Estep 
Score: -24022628.000000 Penalty: 6035.083984
	Iteration 5F: 3 clusters Score -2.402263e+07 nChanged 12715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63556 members 
Mstep: Class 2 contains 128878 members 
Entering Unmasked Estep 
Score: -24030812.000000 Penalty: 6035.083984
	Iteration 6F: 3 clusters Score -2.403081e+07 nChanged 14975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 142173 members 
Entering Unmasked Estep 
Score: -24042850.000000 Penalty: 6035.083984
	Iteration 7F: 3 clusters Score -2.404285e+07 nChanged 15033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 155932 members 
Entering Unmasked Estep 
Score: -24055826.000000 Penalty: 6035.083984
	Iteration 8F: 3 clusters Score -2.405583e+07 nChanged 12414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 167622 members 
Entering Unmasked Estep 
Score: -24065678.000000 Penalty: 6035.083984
	Iteration 9F: 3 clusters Score -2.406568e+07 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 175993 members 
Entering Unmasked Estep 
Score: -24071618.000000 Penalty: 6035.083984
	Iteration 10Q: 3 clusters Score -2.407162e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 181480 members 
Entering Unmasked Estep 
Score: -24074732.000000 Penalty: 6035.083984
	Iteration 11Q: 3 clusters Score -2.407473e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 184939 members 
Entering Unmasked Estep 
Score: -24076376.000000 Penalty: 6035.083984
	Iteration 12Q: 3 clusters Score -2.407638e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 187044 members 
Entering Unmasked Estep 
Score: -24077184.000000 Penalty: 6035.083984
	Iteration 13Q: 3 clusters Score -2.407718e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 188358 members 
Entering Unmasked Estep 
Score: -24077566.000000 Penalty: 6035.083984
	Iteration 14Q: 3 clusters Score -2.407757e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 189187 members 
Entering Unmasked Estep 
Score: -24077756.000000 Penalty: 6035.083984
	Iteration 15Q: 3 clusters Score -2.407776e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 189709 members 
Entering Unmasked Estep 
Score: -24077778.000000 Penalty: 6035.083984
	Iteration 16Q: 3 clusters Score -2.407778e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 190056 members 
Entering Unmasked Estep 
Score: -24077844.000000 Penalty: 6035.083984
	Iteration 17Q: 3 clusters Score -2.407784e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 190273 members 
Entering Unmasked Estep 
Score: -24077970.000000 Penalty: 6035.083984
	Iteration 18Q: 3 clusters Score -2.407797e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 190424 members 
Entering Unmasked Estep 
Score: -24078016.000000 Penalty: 6035.083984
	Iteration 19Q: 3 clusters Score -2.407802e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 190533 members 
Entering Unmasked Estep 
Score: -24078082.000000 Penalty: 6035.083984
	Iteration 20F: 3 clusters Score -2.407808e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 190613 members 
Entering Unmasked Estep 
Score: -24078086.000000 Penalty: 6035.083984
	Iteration 21Q: 3 clusters Score -2.407809e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 190680 members 
Entering Unmasked Estep 
Score: -24078038.000000 Penalty: 6035.083984
	Iteration 22Q: 3 clusters Score -2.407804e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 190722 members 
Entering Unmasked Estep 
Score: -24078018.000000 Penalty: 6035.083984
	Iteration 23Q: 3 clusters Score -2.407802e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 190762 members 
Entering Unmasked Estep 
Score: -24078000.000000 Penalty: 6035.083984
	Iteration 24Q: 3 clusters Score -2.4078e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 190805 members 
Entering Unmasked Estep 
Score: -24078036.000000 Penalty: 6035.083984
	Iteration 25Q: 3 clusters Score -2.407804e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 190833 members 
Entering Unmasked Estep 
Score: -24078012.000000 Penalty: 6035.083984
	Iteration 26Q: 3 clusters Score -2.407801e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 190853 members 
Entering Unmasked Estep 
Score: -24078022.000000 Penalty: 6035.083984
	Iteration 27Q: 3 clusters Score -2.407802e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 190873 members 
Entering Unmasked Estep 
Score: -24078050.000000 Penalty: 6035.083984
	Iteration 28Q: 3 clusters Score -2.407805e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 190884 members 
Entering Unmasked Estep 
Score: -24078050.000000 Penalty: 6035.083984
	Iteration 29Q: 3 clusters Score -2.407805e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 190903 members 
Entering Unmasked Estep 
Score: -24078032.000000 Penalty: 6035.083984
	Iteration 30Q: 3 clusters Score -2.407803e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 190922 members 
Entering Unmasked Estep 
Score: -24078030.000000 Penalty: 6035.083984
	Iteration 31Q: 3 clusters Score -2.407803e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 190932 members 
Entering Unmasked Estep 
Score: -24078070.000000 Penalty: 6035.083984
	Iteration 32Q: 3 clusters Score -2.407807e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 190946 members 
Entering Unmasked Estep 
Score: -24078066.000000 Penalty: 6035.083984
	Iteration 33Q: 3 clusters Score -2.407807e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 190958 members 
Entering Unmasked Estep 
Score: -24078100.000000 Penalty: 6035.083984
	Iteration 34Q: 3 clusters Score -2.40781e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 190968 members 
Entering Unmasked Estep 
Score: -24078102.000000 Penalty: 6035.083984
	Iteration 35Q: 3 clusters Score -2.40781e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 190991 members 
Entering Unmasked Estep 
Score: -24078136.000000 Penalty: 6035.083984
	Iteration 36Q: 3 clusters Score -2.407814e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 191009 members 
Entering Unmasked Estep 
Score: -24078178.000000 Penalty: 6035.083984
	Iteration 37Q: 3 clusters Score -2.407818e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 191027 members 
Entering Unmasked Estep 
Score: -24078190.000000 Penalty: 6035.083984
	Iteration 38Q: 3 clusters Score -2.407819e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 191046 members 
Entering Unmasked Estep 
Score: -24078212.000000 Penalty: 6035.083984
	Iteration 39Q: 3 clusters Score -2.407821e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 191067 members 
Entering Unmasked Estep 
Score: -24078260.000000 Penalty: 6035.083984
	Iteration 40F: 3 clusters Score -2.407826e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 191064 members 
Entering Unmasked Estep 
Score: -24078320.000000 Penalty: 6035.083984
	Iteration 41Q: 3 clusters Score -2.407832e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 191072 members 
Entering Unmasked Estep 
Score: -24078344.000000 Penalty: 6035.083984
	Iteration 42Q: 3 clusters Score -2.407834e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 191061 members 
Entering Unmasked Estep 
Score: -24078416.000000 Penalty: 6035.083984
	Iteration 43Q: 3 clusters Score -2.407842e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 191054 members 
Entering Unmasked Estep 
Score: -24078438.000000 Penalty: 6035.083984
	Iteration 44Q: 3 clusters Score -2.407844e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 191037 members 
Entering Unmasked Estep 
Score: -24078410.000000 Penalty: 6035.083984
	Iteration 45Q: 3 clusters Score -2.407841e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 191028 members 
Entering Unmasked Estep 
Score: -24078456.000000 Penalty: 6035.083984
	Iteration 46Q: 3 clusters Score -2.407846e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 191010 members 
Entering Unmasked Estep 
Score: -24078420.000000 Penalty: 6035.083984
	Iteration 47Q: 3 clusters Score -2.407842e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 190995 members 
Entering Unmasked Estep 
Score: -24078472.000000 Penalty: 6035.083984
	Iteration 48Q: 3 clusters Score -2.407847e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 190989 members 
Entering Unmasked Estep 
Score: -24078486.000000 Penalty: 6035.083984
	Iteration 49Q: 3 clusters Score -2.407849e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 190985 members 
Entering Unmasked Estep 
Score: -24078508.000000 Penalty: 6035.083984
	Iteration 50Q: 3 clusters Score -2.407851e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 190972 members 
Entering Unmasked Estep 
Score: -24078512.000000 Penalty: 6035.083984
	Iteration 51Q: 3 clusters Score -2.407851e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 190961 members 
Entering Unmasked Estep 
Score: -24078498.000000 Penalty: 6035.083984
	Iteration 52Q: 3 clusters Score -2.40785e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 190948 members 
Entering Unmasked Estep 
Score: -24078506.000000 Penalty: 6035.083984
	Iteration 53Q: 3 clusters Score -2.407851e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 190938 members 
Entering Unmasked Estep 
Score: -24078514.000000 Penalty: 6035.083984
	Iteration 54Q: 3 clusters Score -2.407851e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 190925 members 
Entering Unmasked Estep 
Score: -24078544.000000 Penalty: 6035.083984
	Iteration 55Q: 3 clusters Score -2.407854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 190924 members 
Entering Unmasked Estep 
Score: -24078532.000000 Penalty: 6035.083984
	Iteration 56Q: 3 clusters Score -2.407853e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 190918 members 
Entering Unmasked Estep 
Score: -24078512.000000 Penalty: 6035.083984
	Iteration 57Q: 3 clusters Score -2.407851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 190918 members 
Entering Unmasked Estep 
Score: -24078508.000000 Penalty: 6035.083984
	Iteration 58Q: 3 clusters Score -2.407851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 190915 members 
Entering Unmasked Estep 
Score: -24078520.000000 Penalty: 6035.083984
	Iteration 59Q: 3 clusters Score -2.407852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 190911 members 
Entering Unmasked Estep 
Score: -24078522.000000 Penalty: 6035.083984
	Iteration 60F: 3 clusters Score -2.407852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 190908 members 
Entering Unmasked Estep 
Score: -24078524.000000 Penalty: 6035.083984
	Iteration 61Q: 3 clusters Score -2.407852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 190906 members 
Entering Unmasked Estep 
Score: -24078520.000000 Penalty: 6035.083984
	Iteration 62Q: 3 clusters Score -2.407852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 190906 members 
Entering Unmasked Estep 
Score: -24078522.000000 Penalty: 6035.083984
	Iteration 63Q: 3 clusters Score -2.407852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 190906 members 
Entering Unmasked Estep 
Score: -24078522.000000 Penalty: 6035.083984
	Iteration 64F: 3 clusters Score -2.407852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (77258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77258 members 
Entering Unmasked Estep 
Score: -9358453.000000 Penalty: 2791.216553
	Iteration 0F: 2 clusters Score -9358453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -9306606.000000 Penalty: 5582.433105
	Iteration 0F: 3 clusters Score -9306606 nChanged 36103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -9327090.000000 Penalty: 5582.433105
	Iteration 1F: 3 clusters Score -9327090 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -9327835.000000 Penalty: 5582.433105
	Iteration 2Q: 3 clusters Score -9327835 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -9328675.000000 Penalty: 5582.433105
	Iteration 3Q: 3 clusters Score -9328675 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -9329645.000000 Penalty: 5582.433105
	Iteration 4Q: 3 clusters Score -9329645 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -9331136.000000 Penalty: 5582.433105
	Iteration 5Q: 3 clusters Score -9331136 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -9333567.000000 Penalty: 5582.433105
	Iteration 6F: 3 clusters Score -9333567 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -9337402.000000 Penalty: 5582.433105
	Iteration 7F: 3 clusters Score -9337402 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63065 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -9342698.000000 Penalty: 5582.433105
	Iteration 8F: 3 clusters Score -9342698 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68968 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -9348289.000000 Penalty: 5582.433105
	Iteration 9F: 3 clusters Score -9348289 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73273 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -9352561.000000 Penalty: 5582.433105
	Iteration 10F: 3 clusters Score -9352561 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75472 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -9354756.000000 Penalty: 5582.433105
	Iteration 11Q: 3 clusters Score -9354756 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76354 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -9355519.000000 Penalty: 5582.433105
	Iteration 12Q: 3 clusters Score -9355519 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76660 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -9355793.000000 Penalty: 5582.433105
	Iteration 13Q: 3 clusters Score -9355793 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76775 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -9355947.000000 Penalty: 5582.433105
	Iteration 14Q: 3 clusters Score -9355947 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76833 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9356004.000000 Penalty: 5582.433105
	Iteration 15Q: 3 clusters Score -9356004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76869 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9356055.000000 Penalty: 5582.433105
	Iteration 16Q: 3 clusters Score -9356055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76887 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9356071.000000 Penalty: 5582.433105
	Iteration 17Q: 3 clusters Score -9356071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76897 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9356078.000000 Penalty: 5582.433105
	Iteration 18Q: 3 clusters Score -9356078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76898 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9356078.000000 Penalty: 5582.433105
	Iteration 19Q: 3 clusters Score -9356078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76899 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9356094.000000 Penalty: 5582.433105
	Iteration 20F: 3 clusters Score -9356094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76900 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9356095.000000 Penalty: 5582.433105
	Iteration 21Q: 3 clusters Score -9356095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76901 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9356103.000000 Penalty: 5582.433105
	Iteration 22Q: 3 clusters Score -9356103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76904 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9356108.000000 Penalty: 5582.433105
	Iteration 23Q: 3 clusters Score -9356108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9356103.000000 Penalty: 5582.433105
	Iteration 24Q: 3 clusters Score -9356103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76909 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9356114.000000 Penalty: 5582.433105
	Iteration 25Q: 3 clusters Score -9356114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9356119.000000 Penalty: 5582.433105
	Iteration 26Q: 3 clusters Score -9356119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9356119.000000 Penalty: 5582.433105
	Iteration 27F: 3 clusters Score -9356119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Entering Unmasked Estep 
Score: -3871851.500000 Penalty: 2561.903809
	Iteration 0F: 2 clusters Score -3871852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -3850862.500000 Penalty: 5123.807617
	Iteration 0F: 3 clusters Score -3850862 nChanged 13823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -3858403.750000 Penalty: 5123.807617
	Iteration 1F: 3 clusters Score -3858404 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -3858886.500000 Penalty: 5123.807617
	Iteration 2Q: 3 clusters Score -3858886 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -3859350.750000 Penalty: 5123.807617
	Iteration 3Q: 3 clusters Score -3859351 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -3859838.000000 Penalty: 5123.807617
	Iteration 4Q: 3 clusters Score -3859838 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -3860473.250000 Penalty: 5123.807617
	Iteration 5Q: 3 clusters Score -3860473 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -3861242.750000 Penalty: 5123.807617
	Iteration 6Q: 3 clusters Score -3861243 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -3862245.750000 Penalty: 5123.807617
	Iteration 7F: 3 clusters Score -3862246 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -3863608.500000 Penalty: 5123.807617
	Iteration 8F: 3 clusters Score -3863608 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3865232.000000 Penalty: 5123.807617
	Iteration 9F: 3 clusters Score -3865232 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -3866821.000000 Penalty: 5123.807617
	Iteration 10F: 3 clusters Score -3866821 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -3867929.250000 Penalty: 5123.807617
	Iteration 11Q: 3 clusters Score -3867929 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -3868632.250000 Penalty: 5123.807617
	Iteration 12Q: 3 clusters Score -3868632 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -3869072.250000 Penalty: 5123.807617
	Iteration 13Q: 3 clusters Score -3869072 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -3869322.000000 Penalty: 5123.807617
	Iteration 14Q: 3 clusters Score -3869322 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -3869456.250000 Penalty: 5123.807617
	Iteration 15Q: 3 clusters Score -3869456 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -3869518.250000 Penalty: 5123.807617
	Iteration 16Q: 3 clusters Score -3869518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -3869561.500000 Penalty: 5123.807617
	Iteration 17Q: 3 clusters Score -3869562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -3869588.000000 Penalty: 5123.807617
	Iteration 18Q: 3 clusters Score -3869588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -3869606.500000 Penalty: 5123.807617
	Iteration 19Q: 3 clusters Score -3869606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -3869631.250000 Penalty: 5123.807617
	Iteration 20F: 3 clusters Score -3869631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -3869645.750000 Penalty: 5123.807617
	Iteration 21Q: 3 clusters Score -3869646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -3869656.750000 Penalty: 5123.807617
	Iteration 22Q: 3 clusters Score -3869657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -3869665.750000 Penalty: 5123.807617
	Iteration 23Q: 3 clusters Score -3869666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -3869680.250000 Penalty: 5123.807617
	Iteration 24Q: 3 clusters Score -3869680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -3869691.250000 Penalty: 5123.807617
	Iteration 25Q: 3 clusters Score -3869691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -3869694.500000 Penalty: 5123.807617
	Iteration 26Q: 3 clusters Score -3869694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -3869697.750000 Penalty: 5123.807617
	Iteration 27Q: 3 clusters Score -3869698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -3869700.250000 Penalty: 5123.807617
	Iteration 28Q: 3 clusters Score -3869700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -3869701.750000 Penalty: 5123.807617
	Iteration 29Q: 3 clusters Score -3869702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -3869700.500000 Penalty: 5123.807617
	Iteration 30Q: 3 clusters Score -3869700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -3869702.500000 Penalty: 5123.807617
	Iteration 31Q: 3 clusters Score -3869702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -3869702.500000 Penalty: 5123.807617
	Iteration 32F: 3 clusters Score -3869702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Entering Unmasked Estep 
Score: -103144.203125 Penalty: 1686.442139
	Iteration 0F: 2 clusters Score -103144.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -101258.312500 Penalty: 3372.884277
	Iteration 0F: 3 clusters Score -101258.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -101507.171875 Penalty: 3372.884277
	Iteration 1F: 3 clusters Score -101507.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -101577.437500 Penalty: 3372.884277
	Iteration 2F: 3 clusters Score -101577.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -101617.906250 Penalty: 3372.884277
	Iteration 3Q: 3 clusters Score -101617.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -101639.203125 Penalty: 3372.884277
	Iteration 4Q: 3 clusters Score -101639.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -101652.992188 Penalty: 3372.884277
	Iteration 5Q: 3 clusters Score -101653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -101671.710938 Penalty: 3372.884277
	Iteration 6Q: 3 clusters Score -101671.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -101675.460938 Penalty: 3372.884277
	Iteration 7Q: 3 clusters Score -101675.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -101678.187500 Penalty: 3372.884277
	Iteration 8Q: 3 clusters Score -101678.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -101679.250000 Penalty: 3372.884277
	Iteration 9Q: 3 clusters Score -101679.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -101681.304688 Penalty: 3372.884277
	Iteration 10Q: 3 clusters Score -101681.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -101683.007812 Penalty: 3372.884277
	Iteration 11Q: 3 clusters Score -101683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -101687.695312 Penalty: 3372.884277
	Iteration 12Q: 3 clusters Score -101687.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -101687.695312 Penalty: 3372.884277
	Iteration 13F: 3 clusters Score -101687.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -83669.531250 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -83669.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -81946.265625 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -81946.27 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82179.960938 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -82179.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82251.046875 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -82251.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82281.335938 Penalty: 3266.741211
	Iteration 3Q: 3 clusters Score -82281.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -82310.078125 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -82310.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -82337.445312 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -82337.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82383.781250 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -82383.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -82487.929688 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -82487.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82621.468750 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -82621.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82651.210938 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -82651.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -82673.093750 Penalty: 3266.741211
	Iteration 10Q: 3 clusters Score -82673.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82681.945312 Penalty: 3266.741211
	Iteration 11Q: 3 clusters Score -82681.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82681.945312 Penalty: 3266.741211
	Iteration 12F: 3 clusters Score -82681.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Entering Unmasked Estep 
Score: -3020302.250000 Penalty: 2511.215820
	Iteration 0F: 2 clusters Score -3020302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -3003022.750000 Penalty: 5022.431641
	Iteration 0F: 3 clusters Score -3003023 nChanged 11131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -3009105.000000 Penalty: 5022.431641
	Iteration 1F: 3 clusters Score -3009105 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3009747.750000 Penalty: 5022.431641
	Iteration 2F: 3 clusters Score -3009748 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -3010406.000000 Penalty: 5022.431641
	Iteration 3F: 3 clusters Score -3010406 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3011023.250000 Penalty: 5022.431641
	Iteration 4F: 3 clusters Score -3011023 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -3011577.000000 Penalty: 5022.431641
	Iteration 5Q: 3 clusters Score -3011577 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -3012083.000000 Penalty: 5022.431641
	Iteration 6Q: 3 clusters Score -3012083 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -3012533.750000 Penalty: 5022.431641
	Iteration 7Q: 3 clusters Score -3012534 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -3012938.000000 Penalty: 5022.431641
	Iteration 8Q: 3 clusters Score -3012938 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -3013296.000000 Penalty: 5022.431641
	Iteration 9Q: 3 clusters Score -3013296 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3013656.500000 Penalty: 5022.431641
	Iteration 10Q: 3 clusters Score -3013656 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3013985.500000 Penalty: 5022.431641
	Iteration 11Q: 3 clusters Score -3013986 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3014295.000000 Penalty: 5022.431641
	Iteration 12Q: 3 clusters Score -3014295 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3014643.250000 Penalty: 5022.431641
	Iteration 13Q: 3 clusters Score -3014643 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -3014946.500000 Penalty: 5022.431641
	Iteration 14Q: 3 clusters Score -3014946 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -3015195.000000 Penalty: 5022.431641
	Iteration 15Q: 3 clusters Score -3015195 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -3015389.750000 Penalty: 5022.431641
	Iteration 16Q: 3 clusters Score -3015390 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -3015516.250000 Penalty: 5022.431641
	Iteration 17Q: 3 clusters Score -3015516 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -3015613.500000 Penalty: 5022.431641
	Iteration 18Q: 3 clusters Score -3015614 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3015660.250000 Penalty: 5022.431641
	Iteration 19Q: 3 clusters Score -3015660 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -3015703.750000 Penalty: 5022.431641
	Iteration 20F: 3 clusters Score -3015704 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3015727.000000 Penalty: 5022.431641
	Iteration 21Q: 3 clusters Score -3015727 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3015742.500000 Penalty: 5022.431641
	Iteration 22Q: 3 clusters Score -3015742 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -3015758.000000 Penalty: 5022.431641
	Iteration 23Q: 3 clusters Score -3015758 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -3015771.250000 Penalty: 5022.431641
	Iteration 24Q: 3 clusters Score -3015771 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -3015793.250000 Penalty: 5022.431641
	Iteration 25Q: 3 clusters Score -3015793 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -3015821.000000 Penalty: 5022.431641
	Iteration 26Q: 3 clusters Score -3015821 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -3015829.500000 Penalty: 5022.431641
	Iteration 27Q: 3 clusters Score -3015830 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -3015845.750000 Penalty: 5022.431641
	Iteration 28Q: 3 clusters Score -3015846 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3015850.500000 Penalty: 5022.431641
	Iteration 29Q: 3 clusters Score -3015850 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3015853.000000 Penalty: 5022.431641
	Iteration 30Q: 3 clusters Score -3015853 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3015865.500000 Penalty: 5022.431641
	Iteration 31Q: 3 clusters Score -3015866 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3015881.500000 Penalty: 5022.431641
	Iteration 32Q: 3 clusters Score -3015882 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -3015893.250000 Penalty: 5022.431641
	Iteration 33Q: 3 clusters Score -3015893 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -3015911.500000 Penalty: 5022.431641
	Iteration 34Q: 3 clusters Score -3015912 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -3015944.000000 Penalty: 5022.431641
	Iteration 35Q: 3 clusters Score -3015944 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -3015957.500000 Penalty: 5022.431641
	Iteration 36Q: 3 clusters Score -3015958 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -3015979.500000 Penalty: 5022.431641
	Iteration 37Q: 3 clusters Score -3015980 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -3015998.500000 Penalty: 5022.431641
	Iteration 38Q: 3 clusters Score -3015998 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -3016014.250000 Penalty: 5022.431641
	Iteration 39Q: 3 clusters Score -3016014 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -3016039.250000 Penalty: 5022.431641
	Iteration 40F: 3 clusters Score -3016039 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -3016056.500000 Penalty: 5022.431641
	Iteration 41Q: 3 clusters Score -3016056 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -3016089.750000 Penalty: 5022.431641
	Iteration 42Q: 3 clusters Score -3016090 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -3016104.250000 Penalty: 5022.431641
	Iteration 43Q: 3 clusters Score -3016104 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3016125.250000 Penalty: 5022.431641
	Iteration 44Q: 3 clusters Score -3016125 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -3016169.250000 Penalty: 5022.431641
	Iteration 45Q: 3 clusters Score -3016169 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3016203.500000 Penalty: 5022.431641
	Iteration 46Q: 3 clusters Score -3016204 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3016225.250000 Penalty: 5022.431641
	Iteration 47Q: 3 clusters Score -3016225 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3016244.000000 Penalty: 5022.431641
	Iteration 48Q: 3 clusters Score -3016244 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -3016285.500000 Penalty: 5022.431641
	Iteration 49Q: 3 clusters Score -3016286 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -3016332.250000 Penalty: 5022.431641
	Iteration 50Q: 3 clusters Score -3016332 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -3016382.250000 Penalty: 5022.431641
	Iteration 51Q: 3 clusters Score -3016382 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -3016417.250000 Penalty: 5022.431641
	Iteration 52Q: 3 clusters Score -3016417 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -3016446.250000 Penalty: 5022.431641
	Iteration 53Q: 3 clusters Score -3016446 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -3016464.500000 Penalty: 5022.431641
	Iteration 54Q: 3 clusters Score -3016464 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -3016504.250000 Penalty: 5022.431641
	Iteration 55Q: 3 clusters Score -3016504 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -3016549.000000 Penalty: 5022.431641
	Iteration 56Q: 3 clusters Score -3016549 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -3016583.500000 Penalty: 5022.431641
	Iteration 57Q: 3 clusters Score -3016584 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -3016609.000000 Penalty: 5022.431641
	Iteration 58Q: 3 clusters Score -3016609 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -3016635.750000 Penalty: 5022.431641
	Iteration 59Q: 3 clusters Score -3016636 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -3016682.500000 Penalty: 5022.431641
	Iteration 60F: 3 clusters Score -3016682 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -3016731.750000 Penalty: 5022.431641
	Iteration 61Q: 3 clusters Score -3016732 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -3016774.250000 Penalty: 5022.431641
	Iteration 62Q: 3 clusters Score -3016774 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -3016811.000000 Penalty: 5022.431641
	Iteration 63Q: 3 clusters Score -3016811 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -3016830.250000 Penalty: 5022.431641
	Iteration 64Q: 3 clusters Score -3016830 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -3016872.250000 Penalty: 5022.431641
	Iteration 65Q: 3 clusters Score -3016872 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -3016903.250000 Penalty: 5022.431641
	Iteration 66Q: 3 clusters Score -3016903 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -3016944.250000 Penalty: 5022.431641
	Iteration 67Q: 3 clusters Score -3016944 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -3016983.250000 Penalty: 5022.431641
	Iteration 68Q: 3 clusters Score -3016983 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -3017020.500000 Penalty: 5022.431641
	Iteration 69Q: 3 clusters Score -3017020 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -3017056.250000 Penalty: 5022.431641
	Iteration 70Q: 3 clusters Score -3017056 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -3017078.750000 Penalty: 5022.431641
	Iteration 71Q: 3 clusters Score -3017079 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -3017101.750000 Penalty: 5022.431641
	Iteration 72Q: 3 clusters Score -3017102 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -3017128.750000 Penalty: 5022.431641
	Iteration 73Q: 3 clusters Score -3017129 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -3017160.500000 Penalty: 5022.431641
	Iteration 74Q: 3 clusters Score -3017160 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -3017207.000000 Penalty: 5022.431641
	Iteration 75Q: 3 clusters Score -3017207 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -3017246.000000 Penalty: 5022.431641
	Iteration 76Q: 3 clusters Score -3017246 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -3017294.500000 Penalty: 5022.431641
	Iteration 77Q: 3 clusters Score -3017294 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3017336.750000 Penalty: 5022.431641
	Iteration 78Q: 3 clusters Score -3017337 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -3017370.250000 Penalty: 5022.431641
	Iteration 79Q: 3 clusters Score -3017370 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -3017406.500000 Penalty: 5022.431641
	Iteration 80F: 3 clusters Score -3017406 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -3017449.500000 Penalty: 5022.431641
	Iteration 81Q: 3 clusters Score -3017450 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -3017496.250000 Penalty: 5022.431641
	Iteration 82Q: 3 clusters Score -3017496 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -3017547.250000 Penalty: 5022.431641
	Iteration 83Q: 3 clusters Score -3017547 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -3017589.250000 Penalty: 5022.431641
	Iteration 84Q: 3 clusters Score -3017589 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -3017634.750000 Penalty: 5022.431641
	Iteration 85Q: 3 clusters Score -3017635 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -3017676.750000 Penalty: 5022.431641
	Iteration 86Q: 3 clusters Score -3017677 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -3017710.250000 Penalty: 5022.431641
	Iteration 87Q: 3 clusters Score -3017710 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -3017762.000000 Penalty: 5022.431641
	Iteration 88Q: 3 clusters Score -3017762 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -3017816.250000 Penalty: 5022.431641
	Iteration 89Q: 3 clusters Score -3017816 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -3017859.000000 Penalty: 5022.431641
	Iteration 90Q: 3 clusters Score -3017859 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -3017907.500000 Penalty: 5022.431641
	Iteration 91Q: 3 clusters Score -3017908 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -3017956.000000 Penalty: 5022.431641
	Iteration 92Q: 3 clusters Score -3017956 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -3017997.500000 Penalty: 5022.431641
	Iteration 93Q: 3 clusters Score -3017998 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -3018051.750000 Penalty: 5022.431641
	Iteration 94Q: 3 clusters Score -3018052 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -3018101.500000 Penalty: 5022.431641
	Iteration 95Q: 3 clusters Score -3018102 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -3018159.000000 Penalty: 5022.431641
	Iteration 96Q: 3 clusters Score -3018159 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3018212.500000 Penalty: 5022.431641
	Iteration 97Q: 3 clusters Score -3018212 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -3018265.500000 Penalty: 5022.431641
	Iteration 98Q: 3 clusters Score -3018266 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -3018312.500000 Penalty: 5022.431641
	Iteration 99Q: 3 clusters Score -3018312 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -3018377.750000 Penalty: 5022.431641
	Iteration 100F: 3 clusters Score -3018378 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -3018435.000000 Penalty: 5022.431641
	Iteration 101Q: 3 clusters Score -3018435 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -3018488.750000 Penalty: 5022.431641
	Iteration 102Q: 3 clusters Score -3018489 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -3018526.750000 Penalty: 5022.431641
	Iteration 103Q: 3 clusters Score -3018527 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -3018561.000000 Penalty: 5022.431641
	Iteration 104Q: 3 clusters Score -3018561 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -3018585.250000 Penalty: 5022.431641
	Iteration 105Q: 3 clusters Score -3018585 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -3018602.000000 Penalty: 5022.431641
	Iteration 106Q: 3 clusters Score -3018602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -3018620.000000 Penalty: 5022.431641
	Iteration 107Q: 3 clusters Score -3018620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -3018636.250000 Penalty: 5022.431641
	Iteration 108Q: 3 clusters Score -3018636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -3018658.000000 Penalty: 5022.431641
	Iteration 109Q: 3 clusters Score -3018658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -3018671.250000 Penalty: 5022.431641
	Iteration 110Q: 3 clusters Score -3018671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -3018680.500000 Penalty: 5022.431641
	Iteration 111Q: 3 clusters Score -3018680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -3018684.750000 Penalty: 5022.431641
	Iteration 112Q: 3 clusters Score -3018685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -3018691.250000 Penalty: 5022.431641
	Iteration 113Q: 3 clusters Score -3018691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -3018692.000000 Penalty: 5022.431641
	Iteration 114Q: 3 clusters Score -3018692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -3018700.000000 Penalty: 5022.431641
	Iteration 115Q: 3 clusters Score -3018700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -3018701.750000 Penalty: 5022.431641
	Iteration 116Q: 3 clusters Score -3018702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -3018702.500000 Penalty: 5022.431641
	Iteration 117Q: 3 clusters Score -3018702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -3018706.750000 Penalty: 5022.431641
	Iteration 118Q: 3 clusters Score -3018707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3018705.000000 Penalty: 5022.431641
	Iteration 119Q: 3 clusters Score -3018705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3018706.750000 Penalty: 5022.431641
	Iteration 120F: 3 clusters Score -3018707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -3018712.000000 Penalty: 5022.431641
	Iteration 121Q: 3 clusters Score -3018712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -3018712.000000 Penalty: 5022.431641
	Iteration 122Q: 3 clusters Score -3018712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3018718.500000 Penalty: 5022.431641
	Iteration 123Q: 3 clusters Score -3018718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -3018716.250000 Penalty: 5022.431641
	Iteration 124Q: 3 clusters Score -3018716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -3018713.500000 Penalty: 5022.431641
	Iteration 125Q: 3 clusters Score -3018714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -3018716.750000 Penalty: 5022.431641
	Iteration 126Q: 3 clusters Score -3018717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -3018722.500000 Penalty: 5022.431641
	Iteration 127Q: 3 clusters Score -3018722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3018723.250000 Penalty: 5022.431641
	Iteration 128Q: 3 clusters Score -3018723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -3018723.250000 Penalty: 5022.431641
	Iteration 129Q: 3 clusters Score -3018723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3018722.000000 Penalty: 5022.431641
	Iteration 130Q: 3 clusters Score -3018722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -3018723.500000 Penalty: 5022.431641
	Iteration 131Q: 3 clusters Score -3018724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -3018725.500000 Penalty: 5022.431641
	Iteration 132Q: 3 clusters Score -3018726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -3018724.250000 Penalty: 5022.431641
	Iteration 133Q: 3 clusters Score -3018724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3018725.750000 Penalty: 5022.431641
	Iteration 134Q: 3 clusters Score -3018726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3018725.750000 Penalty: 5022.431641
	Iteration 135Q: 3 clusters Score -3018726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -3018727.750000 Penalty: 5022.431641
	Iteration 136Q: 3 clusters Score -3018728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -3018727.750000 Penalty: 5022.431641
	Iteration 137F: 3 clusters Score -3018728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Entering Unmasked Estep 
Score: -353467.781250 Penalty: 1994.828369
	Iteration 0F: 2 clusters Score -353467.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -350159.093750 Penalty: 3989.656738
	Iteration 0F: 3 clusters Score -350159.1 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -350971.093750 Penalty: 3989.656738
	Iteration 1F: 3 clusters Score -350971.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -351209.156250 Penalty: 3989.656738
	Iteration 2F: 3 clusters Score -351209.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -351419.187500 Penalty: 3989.656738
	Iteration 3F: 3 clusters Score -351419.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -351566.531250 Penalty: 3989.656738
	Iteration 4Q: 3 clusters Score -351566.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -351672.593750 Penalty: 3989.656738
	Iteration 5Q: 3 clusters Score -351672.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -351762.000000 Penalty: 3989.656738
	Iteration 6Q: 3 clusters Score -351762 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -351818.531250 Penalty: 3989.656738
	Iteration 7Q: 3 clusters Score -351818.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -351869.312500 Penalty: 3989.656738
	Iteration 8Q: 3 clusters Score -351869.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -351903.250000 Penalty: 3989.656738
	Iteration 9Q: 3 clusters Score -351903.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -351928.906250 Penalty: 3989.656738
	Iteration 10Q: 3 clusters Score -351928.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -351952.406250 Penalty: 3989.656738
	Iteration 11Q: 3 clusters Score -351952.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -351970.000000 Penalty: 3989.656738
	Iteration 12Q: 3 clusters Score -351970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -351979.000000 Penalty: 3989.656738
	Iteration 13Q: 3 clusters Score -351979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -351983.593750 Penalty: 3989.656738
	Iteration 14Q: 3 clusters Score -351983.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -351986.281250 Penalty: 3989.656738
	Iteration 15Q: 3 clusters Score -351986.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -351988.906250 Penalty: 3989.656738
	Iteration 16Q: 3 clusters Score -351988.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -351990.156250 Penalty: 3989.656738
	Iteration 17Q: 3 clusters Score -351990.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -351992.031250 Penalty: 3989.656738
	Iteration 18Q: 3 clusters Score -351992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -351996.156250 Penalty: 3989.656738
	Iteration 19Q: 3 clusters Score -351996.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -352003.093750 Penalty: 3989.656738
	Iteration 20F: 3 clusters Score -352003.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -352015.687500 Penalty: 3989.656738
	Iteration 21Q: 3 clusters Score -352015.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -352035.062500 Penalty: 3989.656738
	Iteration 22Q: 3 clusters Score -352035.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -352044.125000 Penalty: 3989.656738
	Iteration 23Q: 3 clusters Score -352044.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -352058.218750 Penalty: 3989.656738
	Iteration 24Q: 3 clusters Score -352058.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -352071.812500 Penalty: 3989.656738
	Iteration 25Q: 3 clusters Score -352071.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -352082.031250 Penalty: 3989.656738
	Iteration 26Q: 3 clusters Score -352082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -352092.312500 Penalty: 3989.656738
	Iteration 27Q: 3 clusters Score -352092.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -352100.531250 Penalty: 3989.656738
	Iteration 28Q: 3 clusters Score -352100.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -352103.812500 Penalty: 3989.656738
	Iteration 29Q: 3 clusters Score -352103.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -352106.750000 Penalty: 3989.656738
	Iteration 30Q: 3 clusters Score -352106.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -352109.343750 Penalty: 3989.656738
	Iteration 31Q: 3 clusters Score -352109.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -352113.218750 Penalty: 3989.656738
	Iteration 32Q: 3 clusters Score -352113.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -352116.125000 Penalty: 3989.656738
	Iteration 33Q: 3 clusters Score -352116.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -352118.781250 Penalty: 3989.656738
	Iteration 34Q: 3 clusters Score -352118.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -352120.500000 Penalty: 3989.656738
	Iteration 35Q: 3 clusters Score -352120.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -352122.593750 Penalty: 3989.656738
	Iteration 36Q: 3 clusters Score -352122.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -352123.187500 Penalty: 3989.656738
	Iteration 37Q: 3 clusters Score -352123.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -352123.093750 Penalty: 3989.656738
	Iteration 38Q: 3 clusters Score -352123.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -352123.093750 Penalty: 3989.656738
	Iteration 39F: 3 clusters Score -352123.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Entering Unmasked Estep 
Score: -2442793.250000 Penalty: 2457.018066
	Iteration 0F: 2 clusters Score -2442793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2428627.500000 Penalty: 4914.036133
	Iteration 0F: 3 clusters Score -2428628 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2433483.500000 Penalty: 4914.036133
	Iteration 1F: 3 clusters Score -2433484 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2434022.500000 Penalty: 4914.036133
	Iteration 2F: 3 clusters Score -2434022 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2434577.000000 Penalty: 4914.036133
	Iteration 3F: 3 clusters Score -2434577 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2435132.000000 Penalty: 4914.036133
	Iteration 4F: 3 clusters Score -2435132 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2435755.000000 Penalty: 4914.036133
	Iteration 5F: 3 clusters Score -2435755 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2436425.750000 Penalty: 4914.036133
	Iteration 6F: 3 clusters Score -2436426 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2437204.250000 Penalty: 4914.036133
	Iteration 7F: 3 clusters Score -2437204 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2437898.000000 Penalty: 4914.036133
	Iteration 8Q: 3 clusters Score -2437898 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2438481.000000 Penalty: 4914.036133
	Iteration 9Q: 3 clusters Score -2438481 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2438937.750000 Penalty: 4914.036133
	Iteration 10Q: 3 clusters Score -2438938 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2439319.500000 Penalty: 4914.036133
	Iteration 11Q: 3 clusters Score -2439320 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2439595.000000 Penalty: 4914.036133
	Iteration 12Q: 3 clusters Score -2439595 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2439824.250000 Penalty: 4914.036133
	Iteration 13Q: 3 clusters Score -2439824 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2440036.000000 Penalty: 4914.036133
	Iteration 14Q: 3 clusters Score -2440036 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2440180.000000 Penalty: 4914.036133
	Iteration 15Q: 3 clusters Score -2440180 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2440304.250000 Penalty: 4914.036133
	Iteration 16Q: 3 clusters Score -2440304 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2440401.500000 Penalty: 4914.036133
	Iteration 17Q: 3 clusters Score -2440402 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2440469.000000 Penalty: 4914.036133
	Iteration 18Q: 3 clusters Score -2440469 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2440503.500000 Penalty: 4914.036133
	Iteration 19Q: 3 clusters Score -2440504 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2440548.250000 Penalty: 4914.036133
	Iteration 20F: 3 clusters Score -2440548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2440570.000000 Penalty: 4914.036133
	Iteration 21Q: 3 clusters Score -2440570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2440595.750000 Penalty: 4914.036133
	Iteration 22Q: 3 clusters Score -2440596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2440612.500000 Penalty: 4914.036133
	Iteration 23Q: 3 clusters Score -2440612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2440622.750000 Penalty: 4914.036133
	Iteration 24Q: 3 clusters Score -2440623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2440637.000000 Penalty: 4914.036133
	Iteration 25Q: 3 clusters Score -2440637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2440645.750000 Penalty: 4914.036133
	Iteration 26Q: 3 clusters Score -2440646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2440651.250000 Penalty: 4914.036133
	Iteration 27Q: 3 clusters Score -2440651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2440658.500000 Penalty: 4914.036133
	Iteration 28Q: 3 clusters Score -2440658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2440664.250000 Penalty: 4914.036133
	Iteration 29Q: 3 clusters Score -2440664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2440667.000000 Penalty: 4914.036133
	Iteration 30Q: 3 clusters Score -2440667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2440668.250000 Penalty: 4914.036133
	Iteration 31Q: 3 clusters Score -2440668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2440668.750000 Penalty: 4914.036133
	Iteration 32Q: 3 clusters Score -2440669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2440671.750000 Penalty: 4914.036133
	Iteration 33Q: 3 clusters Score -2440672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2440678.750000 Penalty: 4914.036133
	Iteration 34Q: 3 clusters Score -2440679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2440681.000000 Penalty: 4914.036133
	Iteration 35Q: 3 clusters Score -2440681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2440683.750000 Penalty: 4914.036133
	Iteration 36Q: 3 clusters Score -2440684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2440686.000000 Penalty: 4914.036133
	Iteration 37Q: 3 clusters Score -2440686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2440685.250000 Penalty: 4914.036133
	Iteration 38Q: 3 clusters Score -2440685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2440685.250000 Penalty: 4914.036133
	Iteration 39F: 3 clusters Score -2440685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Entering Unmasked Estep 
Score: -1249697.125000 Penalty: 2296.854248
	Iteration 0F: 2 clusters Score -1249697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1241765.000000 Penalty: 4593.708496
	Iteration 0F: 3 clusters Score -1241765 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1244164.000000 Penalty: 4593.708496
	Iteration 1F: 3 clusters Score -1244164 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1244638.000000 Penalty: 4593.708496
	Iteration 2F: 3 clusters Score -1244638 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1245071.250000 Penalty: 4593.708496
	Iteration 3F: 3 clusters Score -1245071 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1245502.875000 Penalty: 4593.708496
	Iteration 4F: 3 clusters Score -1245503 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1245898.000000 Penalty: 4593.708496
	Iteration 5F: 3 clusters Score -1245898 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1246298.750000 Penalty: 4593.708496
	Iteration 6F: 3 clusters Score -1246299 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1246626.875000 Penalty: 4593.708496
	Iteration 7Q: 3 clusters Score -1246627 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1246873.875000 Penalty: 4593.708496
	Iteration 8Q: 3 clusters Score -1246874 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1247051.750000 Penalty: 4593.708496
	Iteration 9Q: 3 clusters Score -1247052 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1247201.000000 Penalty: 4593.708496
	Iteration 10Q: 3 clusters Score -1247201 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1247360.375000 Penalty: 4593.708496
	Iteration 11Q: 3 clusters Score -1247360 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1247476.750000 Penalty: 4593.708496
	Iteration 12Q: 3 clusters Score -1247477 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1247569.125000 Penalty: 4593.708496
	Iteration 13Q: 3 clusters Score -1247569 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1247634.375000 Penalty: 4593.708496
	Iteration 14Q: 3 clusters Score -1247634 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1247685.125000 Penalty: 4593.708496
	Iteration 15Q: 3 clusters Score -1247685 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1247716.125000 Penalty: 4593.708496
	Iteration 16Q: 3 clusters Score -1247716 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1247737.750000 Penalty: 4593.708496
	Iteration 17Q: 3 clusters Score -1247738 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1247756.125000 Penalty: 4593.708496
	Iteration 18Q: 3 clusters Score -1247756 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1247770.375000 Penalty: 4593.708496
	Iteration 19Q: 3 clusters Score -1247770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1247781.875000 Penalty: 4593.708496
	Iteration 20F: 3 clusters Score -1247782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1247791.750000 Penalty: 4593.708496
	Iteration 21Q: 3 clusters Score -1247792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1247801.125000 Penalty: 4593.708496
	Iteration 22Q: 3 clusters Score -1247801 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1247808.625000 Penalty: 4593.708496
	Iteration 23Q: 3 clusters Score -1247809 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1247817.250000 Penalty: 4593.708496
	Iteration 24Q: 3 clusters Score -1247817 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1247828.875000 Penalty: 4593.708496
	Iteration 25Q: 3 clusters Score -1247829 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1247840.125000 Penalty: 4593.708496
	Iteration 26Q: 3 clusters Score -1247840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1247851.375000 Penalty: 4593.708496
	Iteration 27Q: 3 clusters Score -1247851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1247858.750000 Penalty: 4593.708496
	Iteration 28Q: 3 clusters Score -1247859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1247865.500000 Penalty: 4593.708496
	Iteration 29Q: 3 clusters Score -1247866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1247872.875000 Penalty: 4593.708496
	Iteration 30Q: 3 clusters Score -1247873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1247879.500000 Penalty: 4593.708496
	Iteration 31Q: 3 clusters Score -1247880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1247885.000000 Penalty: 4593.708496
	Iteration 32Q: 3 clusters Score -1247885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1247891.875000 Penalty: 4593.708496
	Iteration 33Q: 3 clusters Score -1247892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1247892.625000 Penalty: 4593.708496
	Iteration 34Q: 3 clusters Score -1247893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1247895.250000 Penalty: 4593.708496
	Iteration 35Q: 3 clusters Score -1247895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1247899.750000 Penalty: 4593.708496
	Iteration 36Q: 3 clusters Score -1247900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1247902.750000 Penalty: 4593.708496
	Iteration 37Q: 3 clusters Score -1247903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1247902.750000 Penalty: 4593.708496
	Iteration 38Q: 3 clusters Score -1247903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1247904.875000 Penalty: 4593.708496
	Iteration 39Q: 3 clusters Score -1247905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1247909.500000 Penalty: 4593.708496
	Iteration 40F: 3 clusters Score -1247910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1247910.375000 Penalty: 4593.708496
	Iteration 41Q: 3 clusters Score -1247910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1247916.375000 Penalty: 4593.708496
	Iteration 42Q: 3 clusters Score -1247916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1247921.000000 Penalty: 4593.708496
	Iteration 43Q: 3 clusters Score -1247921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1247924.750000 Penalty: 4593.708496
	Iteration 44Q: 3 clusters Score -1247925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1247924.375000 Penalty: 4593.708496
	Iteration 45Q: 3 clusters Score -1247924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1247928.875000 Penalty: 4593.708496
	Iteration 46Q: 3 clusters Score -1247929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1247930.500000 Penalty: 4593.708496
	Iteration 47Q: 3 clusters Score -1247930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1247930.250000 Penalty: 4593.708496
	Iteration 48Q: 3 clusters Score -1247930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1247926.750000 Penalty: 4593.708496
	Iteration 49Q: 3 clusters Score -1247927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1247930.375000 Penalty: 4593.708496
	Iteration 50Q: 3 clusters Score -1247930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1247936.750000 Penalty: 4593.708496
	Iteration 51Q: 3 clusters Score -1247937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1247935.250000 Penalty: 4593.708496
	Iteration 52Q: 3 clusters Score -1247935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1247938.875000 Penalty: 4593.708496
	Iteration 53Q: 3 clusters Score -1247939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1247937.875000 Penalty: 4593.708496
	Iteration 54Q: 3 clusters Score -1247938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1247940.750000 Penalty: 4593.708496
	Iteration 55Q: 3 clusters Score -1247941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1247939.875000 Penalty: 4593.708496
	Iteration 56Q: 3 clusters Score -1247940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1247942.000000 Penalty: 4593.708496
	Iteration 57Q: 3 clusters Score -1247942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1247942.250000 Penalty: 4593.708496
	Iteration 58Q: 3 clusters Score -1247942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1247945.000000 Penalty: 4593.708496
	Iteration 59Q: 3 clusters Score -1247945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1247946.250000 Penalty: 4593.708496
	Iteration 60F: 3 clusters Score -1247946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1247945.625000 Penalty: 4593.708496
	Iteration 61Q: 3 clusters Score -1247946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1247950.125000 Penalty: 4593.708496
	Iteration 62Q: 3 clusters Score -1247950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1247951.375000 Penalty: 4593.708496
	Iteration 63Q: 3 clusters Score -1247951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1247956.250000 Penalty: 4593.708496
	Iteration 64Q: 3 clusters Score -1247956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1247958.250000 Penalty: 4593.708496
	Iteration 65Q: 3 clusters Score -1247958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1247957.000000 Penalty: 4593.708496
	Iteration 66Q: 3 clusters Score -1247957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1247957.875000 Penalty: 4593.708496
	Iteration 67Q: 3 clusters Score -1247958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1247958.250000 Penalty: 4593.708496
	Iteration 68Q: 3 clusters Score -1247958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1247956.375000 Penalty: 4593.708496
	Iteration 69Q: 3 clusters Score -1247956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1247960.875000 Penalty: 4593.708496
	Iteration 70Q: 3 clusters Score -1247961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1247959.375000 Penalty: 4593.708496
	Iteration 71Q: 3 clusters Score -1247959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1247959.750000 Penalty: 4593.708496
	Iteration 72Q: 3 clusters Score -1247960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1247957.250000 Penalty: 4593.708496
	Iteration 73Q: 3 clusters Score -1247957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1247958.750000 Penalty: 4593.708496
	Iteration 74Q: 3 clusters Score -1247959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1247958.625000 Penalty: 4593.708496
	Iteration 75Q: 3 clusters Score -1247959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1247958.625000 Penalty: 4593.708496
	Iteration 76F: 3 clusters Score -1247959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Entering Unmasked Estep 
Score: -3180420.750000 Penalty: 2515.887207
	Iteration 0F: 2 clusters Score -3180421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -3162786.250000 Penalty: 5031.774414
	Iteration 0F: 3 clusters Score -3162786 nChanged 11354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -3168961.250000 Penalty: 5031.774414
	Iteration 1F: 3 clusters Score -3168961 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -3169585.250000 Penalty: 5031.774414
	Iteration 2F: 3 clusters Score -3169585 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -3170241.000000 Penalty: 5031.774414
	Iteration 3F: 3 clusters Score -3170241 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -3170986.250000 Penalty: 5031.774414
	Iteration 4F: 3 clusters Score -3170986 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -3171878.250000 Penalty: 5031.774414
	Iteration 5F: 3 clusters Score -3171878 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -3172874.000000 Penalty: 5031.774414
	Iteration 6F: 3 clusters Score -3172874 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -3174010.250000 Penalty: 5031.774414
	Iteration 7F: 3 clusters Score -3174010 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3175078.500000 Penalty: 5031.774414
	Iteration 8F: 3 clusters Score -3175078 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -3175993.000000 Penalty: 5031.774414
	Iteration 9F: 3 clusters Score -3175993 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -3176731.000000 Penalty: 5031.774414
	Iteration 10Q: 3 clusters Score -3176731 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -3177190.750000 Penalty: 5031.774414
	Iteration 11Q: 3 clusters Score -3177191 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -3177543.250000 Penalty: 5031.774414
	Iteration 12Q: 3 clusters Score -3177543 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -3177816.500000 Penalty: 5031.774414
	Iteration 13Q: 3 clusters Score -3177816 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -3178039.000000 Penalty: 5031.774414
	Iteration 14Q: 3 clusters Score -3178039 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -3178231.250000 Penalty: 5031.774414
	Iteration 15Q: 3 clusters Score -3178231 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -3178386.750000 Penalty: 5031.774414
	Iteration 16Q: 3 clusters Score -3178387 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3178524.750000 Penalty: 5031.774414
	Iteration 17Q: 3 clusters Score -3178525 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -3178611.750000 Penalty: 5031.774414
	Iteration 18Q: 3 clusters Score -3178612 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -3178685.000000 Penalty: 5031.774414
	Iteration 19Q: 3 clusters Score -3178685 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -3178738.750000 Penalty: 5031.774414
	Iteration 20F: 3 clusters Score -3178739 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -3178784.500000 Penalty: 5031.774414
	Iteration 21Q: 3 clusters Score -3178784 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -3178837.500000 Penalty: 5031.774414
	Iteration 22Q: 3 clusters Score -3178838 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -3178869.250000 Penalty: 5031.774414
	Iteration 23Q: 3 clusters Score -3178869 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -3178905.250000 Penalty: 5031.774414
	Iteration 24Q: 3 clusters Score -3178905 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -3178940.250000 Penalty: 5031.774414
	Iteration 25Q: 3 clusters Score -3178940 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -3178967.500000 Penalty: 5031.774414
	Iteration 26Q: 3 clusters Score -3178968 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -3179000.500000 Penalty: 5031.774414
	Iteration 27Q: 3 clusters Score -3179000 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -3179036.750000 Penalty: 5031.774414
	Iteration 28Q: 3 clusters Score -3179037 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -3179058.250000 Penalty: 5031.774414
	Iteration 29Q: 3 clusters Score -3179058 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -3179073.000000 Penalty: 5031.774414
	Iteration 30Q: 3 clusters Score -3179073 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -3179096.250000 Penalty: 5031.774414
	Iteration 31Q: 3 clusters Score -3179096 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -3179114.500000 Penalty: 5031.774414
	Iteration 32Q: 3 clusters Score -3179114 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -3179119.500000 Penalty: 5031.774414
	Iteration 33Q: 3 clusters Score -3179120 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -3179129.250000 Penalty: 5031.774414
	Iteration 34Q: 3 clusters Score -3179129 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -3179130.250000 Penalty: 5031.774414
	Iteration 35Q: 3 clusters Score -3179130 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3179132.500000 Penalty: 5031.774414
	Iteration 36Q: 3 clusters Score -3179132 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -3179147.750000 Penalty: 5031.774414
	Iteration 37Q: 3 clusters Score -3179148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -3179140.500000 Penalty: 5031.774414
	Iteration 38Q: 3 clusters Score -3179140 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -3179152.000000 Penalty: 5031.774414
	Iteration 39Q: 3 clusters Score -3179152 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -3179145.000000 Penalty: 5031.774414
	Iteration 40F: 3 clusters Score -3179145 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -3179162.500000 Penalty: 5031.774414
	Iteration 41Q: 3 clusters Score -3179162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -3179174.250000 Penalty: 5031.774414
	Iteration 42Q: 3 clusters Score -3179174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -3179178.250000 Penalty: 5031.774414
	Iteration 43Q: 3 clusters Score -3179178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -3179178.000000 Penalty: 5031.774414
	Iteration 44Q: 3 clusters Score -3179178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -3179176.000000 Penalty: 5031.774414
	Iteration 45Q: 3 clusters Score -3179176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -3179181.750000 Penalty: 5031.774414
	Iteration 46Q: 3 clusters Score -3179182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -3179180.250000 Penalty: 5031.774414
	Iteration 47Q: 3 clusters Score -3179180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -3179177.000000 Penalty: 5031.774414
	Iteration 48Q: 3 clusters Score -3179177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -3179182.750000 Penalty: 5031.774414
	Iteration 49Q: 3 clusters Score -3179183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -3179190.750000 Penalty: 5031.774414
	Iteration 50Q: 3 clusters Score -3179191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -3179192.750000 Penalty: 5031.774414
	Iteration 51Q: 3 clusters Score -3179193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -3179195.500000 Penalty: 5031.774414
	Iteration 52Q: 3 clusters Score -3179196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -3179182.500000 Penalty: 5031.774414
	Iteration 53Q: 3 clusters Score -3179182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -3179183.500000 Penalty: 5031.774414
	Iteration 54Q: 3 clusters Score -3179184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -3179183.500000 Penalty: 5031.774414
	Iteration 55Q: 3 clusters Score -3179184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -3179183.250000 Penalty: 5031.774414
	Iteration 56Q: 3 clusters Score -3179183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -3179189.250000 Penalty: 5031.774414
	Iteration 57Q: 3 clusters Score -3179189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -3179196.000000 Penalty: 5031.774414
	Iteration 58Q: 3 clusters Score -3179196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -3179191.750000 Penalty: 5031.774414
	Iteration 59Q: 3 clusters Score -3179192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -3179193.500000 Penalty: 5031.774414
	Iteration 60F: 3 clusters Score -3179194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3179203.000000 Penalty: 5031.774414
	Iteration 61Q: 3 clusters Score -3179203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -3179207.250000 Penalty: 5031.774414
	Iteration 62Q: 3 clusters Score -3179207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -3179209.250000 Penalty: 5031.774414
	Iteration 63Q: 3 clusters Score -3179209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -3179213.750000 Penalty: 5031.774414
	Iteration 64Q: 3 clusters Score -3179214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -3179214.000000 Penalty: 5031.774414
	Iteration 65Q: 3 clusters Score -3179214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -3179223.000000 Penalty: 5031.774414
	Iteration 66Q: 3 clusters Score -3179223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -3179220.250000 Penalty: 5031.774414
	Iteration 67Q: 3 clusters Score -3179220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -3179224.250000 Penalty: 5031.774414
	Iteration 68Q: 3 clusters Score -3179224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -3179230.500000 Penalty: 5031.774414
	Iteration 69Q: 3 clusters Score -3179230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -3179232.250000 Penalty: 5031.774414
	Iteration 70Q: 3 clusters Score -3179232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3179230.000000 Penalty: 5031.774414
	Iteration 71Q: 3 clusters Score -3179230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -3179234.750000 Penalty: 5031.774414
	Iteration 72Q: 3 clusters Score -3179235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -3179231.500000 Penalty: 5031.774414
	Iteration 73Q: 3 clusters Score -3179232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -3179232.250000 Penalty: 5031.774414
	Iteration 74Q: 3 clusters Score -3179232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -3179234.500000 Penalty: 5031.774414
	Iteration 75Q: 3 clusters Score -3179234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -3179236.750000 Penalty: 5031.774414
	Iteration 76Q: 3 clusters Score -3179237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -3179233.750000 Penalty: 5031.774414
	Iteration 77Q: 3 clusters Score -3179234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -3179233.250000 Penalty: 5031.774414
	Iteration 78Q: 3 clusters Score -3179233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -3179232.500000 Penalty: 5031.774414
	Iteration 79Q: 3 clusters Score -3179232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -3179233.000000 Penalty: 5031.774414
	Iteration 80F: 3 clusters Score -3179233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -3179233.750000 Penalty: 5031.774414
	Iteration 81Q: 3 clusters Score -3179234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -3179233.750000 Penalty: 5031.774414
	Iteration 82F: 3 clusters Score -3179234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -39192.593750 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -39192.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37832.031250 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -37832.03 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37952.875000 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -37952.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37992.386719 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -37992.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -38022.441406 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -38022.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38042.496094 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -38042.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38052.691406 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -38052.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38069.906250 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -38069.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38091.234375 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -38091.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38106.929688 Penalty: 2913.965820
	Iteration 8Q: 3 clusters Score -38106.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38115.820312 Penalty: 2913.965820
	Iteration 9Q: 3 clusters Score -38115.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38118.542969 Penalty: 2913.965820
	Iteration 10Q: 3 clusters Score -38118.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38118.542969 Penalty: 2913.965820
	Iteration 11F: 3 clusters Score -38118.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -86631.343750 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -86631.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84857.031250 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -84857.03 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -85080.312500 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -85080.31 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -85197.914062 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -85197.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -85257.085938 Penalty: 3282.231934
	Iteration 3Q: 3 clusters Score -85257.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -85284.429688 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -85284.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -85301.781250 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -85301.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -85311.828125 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -85311.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -85313.328125 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -85313.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -85316.921875 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -85316.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -85319.796875 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -85319.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -85319.796875 Penalty: 3282.231934
	Iteration 10F: 3 clusters Score -85319.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (293401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293401 members 
Entering Unmasked Estep 
Score: -36383384.000000 Penalty: 3122.145264
	Iteration 0F: 2 clusters Score -3.638338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146617 members 
Mstep: Class 2 contains 146784 members 
Entering Unmasked Estep 
Score: -36199032.000000 Penalty: 6244.290527
	Iteration 0F: 3 clusters Score -3.619903e+07 nChanged 142251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148054 members 
Mstep: Class 2 contains 145347 members 
Entering Unmasked Estep 
Score: -36287252.000000 Penalty: 6244.290527
	Iteration 1F: 3 clusters Score -3.628725e+07 nChanged 12647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149961 members 
Mstep: Class 2 contains 143440 members 
Entering Unmasked Estep 
Score: -36292648.000000 Penalty: 6244.290527
	Iteration 2Q: 3 clusters Score -3.629265e+07 nChanged 15814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153481 members 
Mstep: Class 2 contains 139920 members 
Entering Unmasked Estep 
Score: -36301396.000000 Penalty: 6244.290527
	Iteration 3F: 3 clusters Score -3.63014e+07 nChanged 19779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159456 members 
Mstep: Class 2 contains 133945 members 
Entering Unmasked Estep 
Score: -36315192.000000 Penalty: 6244.290527
	Iteration 4F: 3 clusters Score -3.631519e+07 nChanged 22973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167917 members 
Mstep: Class 2 contains 125484 members 
Entering Unmasked Estep 
Score: -36333976.000000 Penalty: 6244.290527
	Iteration 5F: 3 clusters Score -3.633398e+07 nChanged 22924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177279 members 
Mstep: Class 2 contains 116122 members 
Entering Unmasked Estep 
Score: -36353948.000000 Penalty: 6244.290527
	Iteration 6F: 3 clusters Score -3.635395e+07 nChanged 18274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184921 members 
Mstep: Class 2 contains 108480 members 
Entering Unmasked Estep 
Score: -36366228.000000 Penalty: 6244.290527
	Iteration 7F: 3 clusters Score -3.636623e+07 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190678 members 
Mstep: Class 2 contains 102723 members 
Entering Unmasked Estep 
Score: -36371296.000000 Penalty: 6244.290527
	Iteration 8Q: 3 clusters Score -3.63713e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195733 members 
Mstep: Class 2 contains 97668 members 
Entering Unmasked Estep 
Score: -36374188.000000 Penalty: 6244.290527
	Iteration 9Q: 3 clusters Score -3.637419e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200432 members 
Mstep: Class 2 contains 92969 members 
Entering Unmasked Estep 
Score: -36376396.000000 Penalty: 6244.290527
	Iteration 10Q: 3 clusters Score -3.63764e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205030 members 
Mstep: Class 2 contains 88371 members 
Entering Unmasked Estep 
Score: -36377848.000000 Penalty: 6244.290527
	Iteration 11Q: 3 clusters Score -3.637785e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209557 members 
Mstep: Class 2 contains 83844 members 
Entering Unmasked Estep 
Score: -36378624.000000 Penalty: 6244.290527
	Iteration 12Q: 3 clusters Score -3.637862e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213856 members 
Mstep: Class 2 contains 79545 members 
Entering Unmasked Estep 
Score: -36379484.000000 Penalty: 6244.290527
	Iteration 13Q: 3 clusters Score -3.637948e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218131 members 
Mstep: Class 2 contains 75270 members 
Entering Unmasked Estep 
Score: -36380072.000000 Penalty: 6244.290527
	Iteration 14Q: 3 clusters Score -3.638007e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222532 members 
Mstep: Class 2 contains 70869 members 
Entering Unmasked Estep 
Score: -36380492.000000 Penalty: 6244.290527
	Iteration 15Q: 3 clusters Score -3.638049e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227218 members 
Mstep: Class 2 contains 66183 members 
Entering Unmasked Estep 
Score: -36380852.000000 Penalty: 6244.290527
	Iteration 16Q: 3 clusters Score -3.638085e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231998 members 
Mstep: Class 2 contains 61403 members 
Entering Unmasked Estep 
Score: -36381432.000000 Penalty: 6244.290527
	Iteration 17Q: 3 clusters Score -3.638143e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236847 members 
Mstep: Class 2 contains 56554 members 
Entering Unmasked Estep 
Score: -36381908.000000 Penalty: 6244.290527
	Iteration 18Q: 3 clusters Score -3.638191e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241687 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -36382092.000000 Penalty: 6244.290527
	Iteration 19Q: 3 clusters Score -3.638209e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246670 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -36382676.000000 Penalty: 6244.290527
	Iteration 20F: 3 clusters Score -3.638268e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251589 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -36383204.000000 Penalty: 6244.290527
	Iteration 21Q: 3 clusters Score -3.63832e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256376 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -36383724.000000 Penalty: 6244.290527
	Iteration 22Q: 3 clusters Score -3.638372e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261073 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -36384084.000000 Penalty: 6244.290527
	Iteration 23Q: 3 clusters Score -3.638408e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265668 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -36384092.000000 Penalty: 6244.290527
	Iteration 24Q: 3 clusters Score -3.638409e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270019 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -36383992.000000 Penalty: 6244.290527
	Iteration 25Q: 3 clusters Score -3.638399e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274041 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -36384196.000000 Penalty: 6244.290527
	Iteration 26Q: 3 clusters Score -3.63842e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277563 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -36384200.000000 Penalty: 6244.290527
	Iteration 27Q: 3 clusters Score -3.63842e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280628 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -36384084.000000 Penalty: 6244.290527
	Iteration 28Q: 3 clusters Score -3.638408e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283262 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -36383940.000000 Penalty: 6244.290527
	Iteration 29Q: 3 clusters Score -3.638394e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285317 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -36383832.000000 Penalty: 6244.290527
	Iteration 30Q: 3 clusters Score -3.638383e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286926 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -36383572.000000 Penalty: 6244.290527
	Iteration 31Q: 3 clusters Score -3.638357e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288150 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -36383396.000000 Penalty: 6244.290527
	Iteration 32Q: 3 clusters Score -3.63834e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289020 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -36383132.000000 Penalty: 6244.290527
	Iteration 33Q: 3 clusters Score -3.638313e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289672 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -36382804.000000 Penalty: 6244.290527
	Iteration 34Q: 3 clusters Score -3.63828e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290146 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -36382700.000000 Penalty: 6244.290527
	Iteration 35Q: 3 clusters Score -3.63827e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290486 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -36382696.000000 Penalty: 6244.290527
	Iteration 36Q: 3 clusters Score -3.63827e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290720 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -36382672.000000 Penalty: 6244.290527
	Iteration 37Q: 3 clusters Score -3.638267e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290898 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -36382580.000000 Penalty: 6244.290527
	Iteration 38Q: 3 clusters Score -3.638258e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291021 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -36382544.000000 Penalty: 6244.290527
	Iteration 39Q: 3 clusters Score -3.638254e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291121 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -36382532.000000 Penalty: 6244.290527
	Iteration 40F: 3 clusters Score -3.638253e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291321 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -36382372.000000 Penalty: 6244.290527
	Iteration 41Q: 3 clusters Score -3.638237e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291460 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -36382312.000000 Penalty: 6244.290527
	Iteration 42Q: 3 clusters Score -3.638231e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291562 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -36382252.000000 Penalty: 6244.290527
	Iteration 43Q: 3 clusters Score -3.638225e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291634 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -36382252.000000 Penalty: 6244.290527
	Iteration 44Q: 3 clusters Score -3.638225e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291705 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -36382244.000000 Penalty: 6244.290527
	Iteration 45Q: 3 clusters Score -3.638224e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291754 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -36382220.000000 Penalty: 6244.290527
	Iteration 46Q: 3 clusters Score -3.638222e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291792 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -36382160.000000 Penalty: 6244.290527
	Iteration 47Q: 3 clusters Score -3.638216e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291825 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -36382148.000000 Penalty: 6244.290527
	Iteration 48Q: 3 clusters Score -3.638215e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291859 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -36382108.000000 Penalty: 6244.290527
	Iteration 49Q: 3 clusters Score -3.638211e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291890 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -36382076.000000 Penalty: 6244.290527
	Iteration 50Q: 3 clusters Score -3.638208e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291915 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -36382048.000000 Penalty: 6244.290527
	Iteration 51Q: 3 clusters Score -3.638205e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291936 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -36382020.000000 Penalty: 6244.290527
	Iteration 52Q: 3 clusters Score -3.638202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291950 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -36382032.000000 Penalty: 6244.290527
	Iteration 53Q: 3 clusters Score -3.638203e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291968 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -36382028.000000 Penalty: 6244.290527
	Iteration 54Q: 3 clusters Score -3.638203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291976 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -36382016.000000 Penalty: 6244.290527
	Iteration 55Q: 3 clusters Score -3.638202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291990 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -36382040.000000 Penalty: 6244.290527
	Iteration 56Q: 3 clusters Score -3.638204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292002 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -36382020.000000 Penalty: 6244.290527
	Iteration 57Q: 3 clusters Score -3.638202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292013 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -36382008.000000 Penalty: 6244.290527
	Iteration 58Q: 3 clusters Score -3.638201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292018 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -36381992.000000 Penalty: 6244.290527
	Iteration 59Q: 3 clusters Score -3.638199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292023 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -36382000.000000 Penalty: 6244.290527
	Iteration 60F: 3 clusters Score -3.6382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292025 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -36382008.000000 Penalty: 6244.290527
	Iteration 61Q: 3 clusters Score -3.638201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292027 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -36382016.000000 Penalty: 6244.290527
	Iteration 62Q: 3 clusters Score -3.638202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292030 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -36382000.000000 Penalty: 6244.290527
	Iteration 63Q: 3 clusters Score -3.6382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292030 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -36382024.000000 Penalty: 6244.290527
	Iteration 64Q: 3 clusters Score -3.638202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292032 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -36382008.000000 Penalty: 6244.290527
	Iteration 65Q: 3 clusters Score -3.638201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292036 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -36382016.000000 Penalty: 6244.290527
	Iteration 66Q: 3 clusters Score -3.638202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292041 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -36381988.000000 Penalty: 6244.290527
	Iteration 67Q: 3 clusters Score -3.638199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292044 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -36381988.000000 Penalty: 6244.290527
	Iteration 68Q: 3 clusters Score -3.638199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292044 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -36381988.000000 Penalty: 6244.290527
	Iteration 69F: 3 clusters Score -3.638199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -68874.976562 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -68874.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67246.882812 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -67246.88 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -67429.054688 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -67429.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67491.148438 Penalty: 3172.049805
	Iteration 2Q: 3 clusters Score -67491.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67541.234375 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -67541.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67565.023438 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -67565.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67575.492188 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -67575.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67586.664062 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -67586.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67602.382812 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -67602.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67607.773438 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -67607.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67609.039062 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -67609.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67609.039062 Penalty: 3172.049805
	Iteration 10F: 3 clusters Score -67609.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Entering Unmasked Estep 
Score: -280496.406250 Penalty: 1976.572266
	Iteration 0F: 2 clusters Score -280496.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -277442.031250 Penalty: 3953.144531
	Iteration 0F: 3 clusters Score -277442 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -278224.000000 Penalty: 3953.144531
	Iteration 1F: 3 clusters Score -278224 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -278552.781250 Penalty: 3953.144531
	Iteration 2F: 3 clusters Score -278552.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -278746.593750 Penalty: 3953.144531
	Iteration 3F: 3 clusters Score -278746.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -278848.968750 Penalty: 3953.144531
	Iteration 4Q: 3 clusters Score -278849 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -278939.468750 Penalty: 3953.144531
	Iteration 5Q: 3 clusters Score -278939.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -279008.125000 Penalty: 3953.144531
	Iteration 6Q: 3 clusters Score -279008.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -279087.250000 Penalty: 3953.144531
	Iteration 7Q: 3 clusters Score -279087.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -279165.656250 Penalty: 3953.144531
	Iteration 8Q: 3 clusters Score -279165.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -279254.187500 Penalty: 3953.144531
	Iteration 9Q: 3 clusters Score -279254.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -279343.562500 Penalty: 3953.144531
	Iteration 10Q: 3 clusters Score -279343.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -279446.125000 Penalty: 3953.144531
	Iteration 11Q: 3 clusters Score -279446.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -279518.531250 Penalty: 3953.144531
	Iteration 12Q: 3 clusters Score -279518.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -279559.812500 Penalty: 3953.144531
	Iteration 13Q: 3 clusters Score -279559.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -279595.125000 Penalty: 3953.144531
	Iteration 14Q: 3 clusters Score -279595.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -279623.062500 Penalty: 3953.144531
	Iteration 15Q: 3 clusters Score -279623.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -279638.687500 Penalty: 3953.144531
	Iteration 16Q: 3 clusters Score -279638.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -279651.687500 Penalty: 3953.144531
	Iteration 17Q: 3 clusters Score -279651.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -279661.093750 Penalty: 3953.144531
	Iteration 18Q: 3 clusters Score -279661.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -279672.562500 Penalty: 3953.144531
	Iteration 19Q: 3 clusters Score -279672.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -279726.218750 Penalty: 3953.144531
	Iteration 20F: 3 clusters Score -279726.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -279753.625000 Penalty: 3953.144531
	Iteration 21Q: 3 clusters Score -279753.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -279763.812500 Penalty: 3953.144531
	Iteration 22Q: 3 clusters Score -279763.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -279772.937500 Penalty: 3953.144531
	Iteration 23Q: 3 clusters Score -279772.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -279778.343750 Penalty: 3953.144531
	Iteration 24Q: 3 clusters Score -279778.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -279780.750000 Penalty: 3953.144531
	Iteration 25Q: 3 clusters Score -279780.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -279782.281250 Penalty: 3953.144531
	Iteration 26Q: 3 clusters Score -279782.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -279783.468750 Penalty: 3953.144531
	Iteration 27Q: 3 clusters Score -279783.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -279784.187500 Penalty: 3953.144531
	Iteration 28Q: 3 clusters Score -279784.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -279784.187500 Penalty: 3953.144531
	Iteration 29F: 3 clusters Score -279784.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Entering Unmasked Estep 
Score: -746747.562500 Penalty: 2162.471924
	Iteration 0F: 2 clusters Score -746747.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -741549.437500 Penalty: 4324.943848
	Iteration 0F: 3 clusters Score -741549.4 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -742878.687500 Penalty: 4324.943848
	Iteration 1F: 3 clusters Score -742878.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -743095.750000 Penalty: 4324.943848
	Iteration 2F: 3 clusters Score -743095.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -743226.562500 Penalty: 4324.943848
	Iteration 3Q: 3 clusters Score -743226.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -743284.062500 Penalty: 4324.943848
	Iteration 4Q: 3 clusters Score -743284.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -743327.250000 Penalty: 4324.943848
	Iteration 5Q: 3 clusters Score -743327.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -743365.375000 Penalty: 4324.943848
	Iteration 6Q: 3 clusters Score -743365.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -743395.937500 Penalty: 4324.943848
	Iteration 7Q: 3 clusters Score -743395.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -743432.500000 Penalty: 4324.943848
	Iteration 8Q: 3 clusters Score -743432.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -743470.125000 Penalty: 4324.943848
	Iteration 9Q: 3 clusters Score -743470.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -743504.937500 Penalty: 4324.943848
	Iteration 10Q: 3 clusters Score -743504.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -743540.687500 Penalty: 4324.943848
	Iteration 11Q: 3 clusters Score -743540.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -743572.625000 Penalty: 4324.943848
	Iteration 12Q: 3 clusters Score -743572.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -743607.312500 Penalty: 4324.943848
	Iteration 13Q: 3 clusters Score -743607.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -743645.875000 Penalty: 4324.943848
	Iteration 14Q: 3 clusters Score -743645.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -743685.562500 Penalty: 4324.943848
	Iteration 15Q: 3 clusters Score -743685.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -743731.375000 Penalty: 4324.943848
	Iteration 16Q: 3 clusters Score -743731.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -743784.437500 Penalty: 4324.943848
	Iteration 17Q: 3 clusters Score -743784.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -743841.750000 Penalty: 4324.943848
	Iteration 18Q: 3 clusters Score -743841.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -743904.375000 Penalty: 4324.943848
	Iteration 19Q: 3 clusters Score -743904.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -743973.250000 Penalty: 4324.943848
	Iteration 20F: 3 clusters Score -743973.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -744061.687500 Penalty: 4324.943848
	Iteration 21Q: 3 clusters Score -744061.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -744162.562500 Penalty: 4324.943848
	Iteration 22Q: 3 clusters Score -744162.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -744251.625000 Penalty: 4324.943848
	Iteration 23Q: 3 clusters Score -744251.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -744333.312500 Penalty: 4324.943848
	Iteration 24Q: 3 clusters Score -744333.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -744424.750000 Penalty: 4324.943848
	Iteration 25Q: 3 clusters Score -744424.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -744511.875000 Penalty: 4324.943848
	Iteration 26Q: 3 clusters Score -744511.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -744569.000000 Penalty: 4324.943848
	Iteration 27Q: 3 clusters Score -744569 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -744635.375000 Penalty: 4324.943848
	Iteration 28Q: 3 clusters Score -744635.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -744684.187500 Penalty: 4324.943848
	Iteration 29Q: 3 clusters Score -744684.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -744726.750000 Penalty: 4324.943848
	Iteration 30Q: 3 clusters Score -744726.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -744761.375000 Penalty: 4324.943848
	Iteration 31Q: 3 clusters Score -744761.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -744789.500000 Penalty: 4324.943848
	Iteration 32Q: 3 clusters Score -744789.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -744805.875000 Penalty: 4324.943848
	Iteration 33Q: 3 clusters Score -744805.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -744820.000000 Penalty: 4324.943848
	Iteration 34Q: 3 clusters Score -744820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -744830.875000 Penalty: 4324.943848
	Iteration 35Q: 3 clusters Score -744830.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -744842.062500 Penalty: 4324.943848
	Iteration 36Q: 3 clusters Score -744842.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -744852.937500 Penalty: 4324.943848
	Iteration 37Q: 3 clusters Score -744852.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -744860.250000 Penalty: 4324.943848
	Iteration 38Q: 3 clusters Score -744860.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -744866.812500 Penalty: 4324.943848
	Iteration 39Q: 3 clusters Score -744866.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -744873.812500 Penalty: 4324.943848
	Iteration 40F: 3 clusters Score -744873.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -744878.375000 Penalty: 4324.943848
	Iteration 41Q: 3 clusters Score -744878.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -744881.375000 Penalty: 4324.943848
	Iteration 42Q: 3 clusters Score -744881.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -744883.812500 Penalty: 4324.943848
	Iteration 43Q: 3 clusters Score -744883.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -744886.562500 Penalty: 4324.943848
	Iteration 44Q: 3 clusters Score -744886.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -744888.250000 Penalty: 4324.943848
	Iteration 45Q: 3 clusters Score -744888.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -744892.187500 Penalty: 4324.943848
	Iteration 46Q: 3 clusters Score -744892.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -744895.187500 Penalty: 4324.943848
	Iteration 47Q: 3 clusters Score -744895.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -744902.375000 Penalty: 4324.943848
	Iteration 48Q: 3 clusters Score -744902.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -744905.312500 Penalty: 4324.943848
	Iteration 49Q: 3 clusters Score -744905.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -744906.937500 Penalty: 4324.943848
	Iteration 50Q: 3 clusters Score -744906.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -744908.062500 Penalty: 4324.943848
	Iteration 51Q: 3 clusters Score -744908.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -744909.750000 Penalty: 4324.943848
	Iteration 52Q: 3 clusters Score -744909.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -744910.000000 Penalty: 4324.943848
	Iteration 53Q: 3 clusters Score -744910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -744911.062500 Penalty: 4324.943848
	Iteration 54Q: 3 clusters Score -744911.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -744912.250000 Penalty: 4324.943848
	Iteration 55Q: 3 clusters Score -744912.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -744912.250000 Penalty: 4324.943848
	Iteration 56F: 3 clusters Score -744912.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 115600 members 
Mstep: Class 4 contains 16539 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3949 members 
Mstep: Class 7 contains 17175 members 
Mstep: Class 8 contains 281796 members 
Mstep: Class 9 contains 59374 members 
Mstep: Class 10 contains 27382 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 30168 members 
Mstep: Class 13 contains 14259 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 192434 members 
Mstep: Class 16 contains 77258 members 
Mstep: Class 17 contains 30646 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24981 members 
Mstep: Class 21 contains 3114 members 
Mstep: Class 22 contains 20077 members 
Mstep: Class 23 contains 10525 members 
Mstep: Class 24 contains 25456 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293401 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2893 members 
Mstep: Class 30 contains 6122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596960.000000 Penalty: 104589.859375
Iteration 279Q: 31 clusters Score -1.54597e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 115667 members 
Mstep: Class 4 contains 16564 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3949 members 
Mstep: Class 7 contains 17199 members 
Mstep: Class 8 contains 281641 members 
Mstep: Class 9 contains 59407 members 
Mstep: Class 10 contains 27382 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 30166 members 
Mstep: Class 13 contains 14259 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 192431 members 
Mstep: Class 16 contains 77252 members 
Mstep: Class 17 contains 30658 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24980 members 
Mstep: Class 21 contains 3112 members 
Mstep: Class 22 contains 20069 members 
Mstep: Class 23 contains 10526 members 
Mstep: Class 24 contains 25507 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293358 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2893 members 
Mstep: Class 30 contains 6126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597280.000000 Penalty: 104589.859375
Iteration 280F: 31 clusters Score -1.545973e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 115754 members 
Mstep: Class 4 contains 16582 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3950 members 
Mstep: Class 7 contains 17216 members 
Mstep: Class 8 contains 281424 members 
Mstep: Class 9 contains 59435 members 
Mstep: Class 10 contains 27383 members 
Mstep: Class 11 contains 4139 members 
Mstep: Class 12 contains 30163 members 
Mstep: Class 13 contains 14260 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 192437 members 
Mstep: Class 16 contains 77249 members 
Mstep: Class 17 contains 30673 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24981 members 
Mstep: Class 21 contains 3110 members 
Mstep: Class 22 contains 20073 members 
Mstep: Class 23 contains 10520 members 
Mstep: Class 24 contains 25539 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293375 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596848.000000 Penalty: 104589.859375
Iteration 281Q: 31 clusters Score -1.545968e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 115821 members 
Mstep: Class 4 contains 16600 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3950 members 
Mstep: Class 7 contains 17236 members 
Mstep: Class 8 contains 281190 members 
Mstep: Class 9 contains 59465 members 
Mstep: Class 10 contains 27387 members 
Mstep: Class 11 contains 4139 members 
Mstep: Class 12 contains 30161 members 
Mstep: Class 13 contains 14268 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 192424 members 
Mstep: Class 16 contains 77247 members 
Mstep: Class 17 contains 30693 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24981 members 
Mstep: Class 21 contains 3109 members 
Mstep: Class 22 contains 20074 members 
Mstep: Class 23 contains 10522 members 
Mstep: Class 24 contains 25574 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293415 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596656.000000 Penalty: 104589.859375
Iteration 282Q: 31 clusters Score -1.545967e+08 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 115905 members 
Mstep: Class 4 contains 16625 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3949 members 
Mstep: Class 7 contains 17260 members 
Mstep: Class 8 contains 280986 members 
Mstep: Class 9 contains 59496 members 
Mstep: Class 10 contains 27389 members 
Mstep: Class 11 contains 4138 members 
Mstep: Class 12 contains 30155 members 
Mstep: Class 13 contains 14271 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 192380 members 
Mstep: Class 16 contains 77240 members 
Mstep: Class 17 contains 30711 members 
Mstep: Class 18 contains 901 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24981 members 
Mstep: Class 21 contains 3112 members 
Mstep: Class 22 contains 20072 members 
Mstep: Class 23 contains 10522 members 
Mstep: Class 24 contains 25635 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293424 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596336.000000 Penalty: 104589.859375
Iteration 283Q: 31 clusters Score -1.545963e+08 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 115990 members 
Mstep: Class 4 contains 16653 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3949 members 
Mstep: Class 7 contains 17304 members 
Mstep: Class 8 contains 280801 members 
Mstep: Class 9 contains 59530 members 
Mstep: Class 10 contains 27394 members 
Mstep: Class 11 contains 4139 members 
Mstep: Class 12 contains 30150 members 
Mstep: Class 13 contains 14270 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 192324 members 
Mstep: Class 16 contains 77242 members 
Mstep: Class 17 contains 30720 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24981 members 
Mstep: Class 21 contains 3111 members 
Mstep: Class 22 contains 20067 members 
Mstep: Class 23 contains 10528 members 
Mstep: Class 24 contains 25674 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293419 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596368.000000 Penalty: 104589.859375
Iteration 284Q: 31 clusters Score -1.545964e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 116081 members 
Mstep: Class 4 contains 16671 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3948 members 
Mstep: Class 7 contains 17338 members 
Mstep: Class 8 contains 280655 members 
Mstep: Class 9 contains 59548 members 
Mstep: Class 10 contains 27392 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 30140 members 
Mstep: Class 13 contains 14278 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 192230 members 
Mstep: Class 16 contains 77230 members 
Mstep: Class 17 contains 30722 members 
Mstep: Class 18 contains 903 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24979 members 
Mstep: Class 21 contains 3111 members 
Mstep: Class 22 contains 20064 members 
Mstep: Class 23 contains 10528 members 
Mstep: Class 24 contains 25731 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293454 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596656.000000 Penalty: 104589.859375
Iteration 285Q: 31 clusters Score -1.545967e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 116154 members 
Mstep: Class 4 contains 16678 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3948 members 
Mstep: Class 7 contains 17368 members 
Mstep: Class 8 contains 280522 members 
Mstep: Class 9 contains 59565 members 
Mstep: Class 10 contains 27393 members 
Mstep: Class 11 contains 4133 members 
Mstep: Class 12 contains 30144 members 
Mstep: Class 13 contains 14286 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 192169 members 
Mstep: Class 16 contains 77217 members 
Mstep: Class 17 contains 30729 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24979 members 
Mstep: Class 21 contains 3113 members 
Mstep: Class 22 contains 20058 members 
Mstep: Class 23 contains 10531 members 
Mstep: Class 24 contains 25762 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293479 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596896.000000 Penalty: 104589.859375
Iteration 286Q: 31 clusters Score -1.545969e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 116237 members 
Mstep: Class 4 contains 16697 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3949 members 
Mstep: Class 7 contains 17393 members 
Mstep: Class 8 contains 280380 members 
Mstep: Class 9 contains 59596 members 
Mstep: Class 10 contains 27395 members 
Mstep: Class 11 contains 4133 members 
Mstep: Class 12 contains 30143 members 
Mstep: Class 13 contains 14293 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 192111 members 
Mstep: Class 16 contains 77202 members 
Mstep: Class 17 contains 30728 members 
Mstep: Class 18 contains 905 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24979 members 
Mstep: Class 21 contains 3114 members 
Mstep: Class 22 contains 20057 members 
Mstep: Class 23 contains 10532 members 
Mstep: Class 24 contains 25804 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293481 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596928.000000 Penalty: 104589.859375
Iteration 287Q: 31 clusters Score -1.545969e+08 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 116324 members 
Mstep: Class 4 contains 16714 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3950 members 
Mstep: Class 7 contains 17428 members 
Mstep: Class 8 contains 280232 members 
Mstep: Class 9 contains 59641 members 
Mstep: Class 10 contains 27394 members 
Mstep: Class 11 contains 4133 members 
Mstep: Class 12 contains 30144 members 
Mstep: Class 13 contains 14299 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 192023 members 
Mstep: Class 16 contains 77199 members 
Mstep: Class 17 contains 30732 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24980 members 
Mstep: Class 21 contains 3115 members 
Mstep: Class 22 contains 20054 members 
Mstep: Class 23 contains 10531 members 
Mstep: Class 24 contains 25851 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293475 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597328.000000 Penalty: 104589.859375
Iteration 288Q: 31 clusters Score -1.545973e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 116423 members 
Mstep: Class 4 contains 16734 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3952 members 
Mstep: Class 7 contains 17457 members 
Mstep: Class 8 contains 280110 members 
Mstep: Class 9 contains 59661 members 
Mstep: Class 10 contains 27393 members 
Mstep: Class 11 contains 4134 members 
Mstep: Class 12 contains 30144 members 
Mstep: Class 13 contains 14309 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 191969 members 
Mstep: Class 16 contains 77184 members 
Mstep: Class 17 contains 30727 members 
Mstep: Class 18 contains 908 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24980 members 
Mstep: Class 21 contains 3117 members 
Mstep: Class 22 contains 20049 members 
Mstep: Class 23 contains 10538 members 
Mstep: Class 24 contains 25898 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293433 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597264.000000 Penalty: 104589.859375
Iteration 289Q: 31 clusters Score -1.545973e+08 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 116505 members 
Mstep: Class 4 contains 16755 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3953 members 
Mstep: Class 7 contains 17484 members 
Mstep: Class 8 contains 280031 members 
Mstep: Class 9 contains 59677 members 
Mstep: Class 10 contains 27393 members 
Mstep: Class 11 contains 4136 members 
Mstep: Class 12 contains 30146 members 
Mstep: Class 13 contains 14316 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 191931 members 
Mstep: Class 16 contains 77165 members 
Mstep: Class 17 contains 30736 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24977 members 
Mstep: Class 21 contains 3118 members 
Mstep: Class 22 contains 20045 members 
Mstep: Class 23 contains 10548 members 
Mstep: Class 24 contains 25948 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293338 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597328.000000 Penalty: 104589.859375
Iteration 290Q: 31 clusters Score -1.545973e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 116572 members 
Mstep: Class 4 contains 16794 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3953 members 
Mstep: Class 7 contains 17508 members 
Mstep: Class 8 contains 280002 members 
Mstep: Class 9 contains 59707 members 
Mstep: Class 10 contains 27394 members 
Mstep: Class 11 contains 4136 members 
Mstep: Class 12 contains 30143 members 
Mstep: Class 13 contains 14321 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 191864 members 
Mstep: Class 16 contains 77150 members 
Mstep: Class 17 contains 30739 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24977 members 
Mstep: Class 21 contains 3118 members 
Mstep: Class 22 contains 20043 members 
Mstep: Class 23 contains 10556 members 
Mstep: Class 24 contains 26019 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293202 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597088.000000 Penalty: 104589.859375
Iteration 291Q: 31 clusters Score -1.545971e+08 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 116629 members 
Mstep: Class 4 contains 16831 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3953 members 
Mstep: Class 7 contains 17549 members 
Mstep: Class 8 contains 279930 members 
Mstep: Class 9 contains 59722 members 
Mstep: Class 10 contains 27396 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 30142 members 
Mstep: Class 13 contains 14328 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 191850 members 
Mstep: Class 16 contains 77136 members 
Mstep: Class 17 contains 30754 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24976 members 
Mstep: Class 21 contains 3120 members 
Mstep: Class 22 contains 20039 members 
Mstep: Class 23 contains 10557 members 
Mstep: Class 24 contains 26083 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293064 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596928.000000 Penalty: 104589.859375
Iteration 292Q: 31 clusters Score -1.545969e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 116688 members 
Mstep: Class 4 contains 16865 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3953 members 
Mstep: Class 7 contains 17586 members 
Mstep: Class 8 contains 279866 members 
Mstep: Class 9 contains 59730 members 
Mstep: Class 10 contains 27397 members 
Mstep: Class 11 contains 4136 members 
Mstep: Class 12 contains 30140 members 
Mstep: Class 13 contains 14333 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 191851 members 
Mstep: Class 16 contains 77120 members 
Mstep: Class 17 contains 30763 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24978 members 
Mstep: Class 21 contains 3120 members 
Mstep: Class 22 contains 20040 members 
Mstep: Class 23 contains 10556 members 
Mstep: Class 24 contains 26135 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292936 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596704.000000 Penalty: 104589.859375
Iteration 293Q: 31 clusters Score -1.545967e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 116754 members 
Mstep: Class 4 contains 16895 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3952 members 
Mstep: Class 7 contains 17615 members 
Mstep: Class 8 contains 279742 members 
Mstep: Class 9 contains 59733 members 
Mstep: Class 10 contains 27398 members 
Mstep: Class 11 contains 4136 members 
Mstep: Class 12 contains 30144 members 
Mstep: Class 13 contains 14335 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 191850 members 
Mstep: Class 16 contains 77112 members 
Mstep: Class 17 contains 30779 members 
Mstep: Class 18 contains 914 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24978 members 
Mstep: Class 21 contains 3118 members 
Mstep: Class 22 contains 20041 members 
Mstep: Class 23 contains 10556 members 
Mstep: Class 24 contains 26194 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292859 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596752.000000 Penalty: 104589.859375
Iteration 294Q: 31 clusters Score -1.545968e+08 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 116818 members 
Mstep: Class 4 contains 16915 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3952 members 
Mstep: Class 7 contains 17635 members 
Mstep: Class 8 contains 279612 members 
Mstep: Class 9 contains 59730 members 
Mstep: Class 10 contains 27398 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 30144 members 
Mstep: Class 13 contains 14337 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 191807 members 
Mstep: Class 16 contains 77089 members 
Mstep: Class 17 contains 30795 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24979 members 
Mstep: Class 21 contains 3116 members 
Mstep: Class 22 contains 20036 members 
Mstep: Class 23 contains 10556 members 
Mstep: Class 24 contains 26251 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292883 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596816.000000 Penalty: 104589.859375
Iteration 295Q: 31 clusters Score -1.545968e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 116891 members 
Mstep: Class 4 contains 16944 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3952 members 
Mstep: Class 7 contains 17652 members 
Mstep: Class 8 contains 279398 members 
Mstep: Class 9 contains 59740 members 
Mstep: Class 10 contains 27400 members 
Mstep: Class 11 contains 4139 members 
Mstep: Class 12 contains 30148 members 
Mstep: Class 13 contains 14348 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 191791 members 
Mstep: Class 16 contains 77069 members 
Mstep: Class 17 contains 30795 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24979 members 
Mstep: Class 21 contains 3116 members 
Mstep: Class 22 contains 20028 members 
Mstep: Class 23 contains 10558 members 
Mstep: Class 24 contains 26317 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292926 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596528.000000 Penalty: 104589.859375
Iteration 296Q: 31 clusters Score -1.545965e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 116952 members 
Mstep: Class 4 contains 16957 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3952 members 
Mstep: Class 7 contains 17683 members 
Mstep: Class 8 contains 279189 members 
Mstep: Class 9 contains 59766 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 4139 members 
Mstep: Class 12 contains 30147 members 
Mstep: Class 13 contains 14355 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 191741 members 
Mstep: Class 16 contains 77056 members 
Mstep: Class 17 contains 30804 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24977 members 
Mstep: Class 21 contains 3113 members 
Mstep: Class 22 contains 20024 members 
Mstep: Class 23 contains 10556 members 
Mstep: Class 24 contains 26373 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293004 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6147 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 297Q: 31 clusters Score -1.545961e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 117020 members 
Mstep: Class 4 contains 16972 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3952 members 
Mstep: Class 7 contains 17720 members 
Mstep: Class 8 contains 279000 members 
Mstep: Class 9 contains 59783 members 
Mstep: Class 10 contains 27404 members 
Mstep: Class 11 contains 4139 members 
Mstep: Class 12 contains 30152 members 
Mstep: Class 13 contains 14361 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 191681 members 
Mstep: Class 16 contains 77044 members 
Mstep: Class 17 contains 30812 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24974 members 
Mstep: Class 21 contains 3112 members 
Mstep: Class 22 contains 20014 members 
Mstep: Class 23 contains 10551 members 
Mstep: Class 24 contains 26432 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293066 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6147 members 
Entering Unmasked Estep 
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Iteration 298Q: 31 clusters Score -1.54596e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 117099 members 
Mstep: Class 4 contains 16998 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3952 members 
Mstep: Class 7 contains 17756 members 
Mstep: Class 8 contains 278831 members 
Mstep: Class 9 contains 59800 members 
Mstep: Class 10 contains 27409 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 30151 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 191616 members 
Mstep: Class 16 contains 77040 members 
Mstep: Class 17 contains 30821 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24970 members 
Mstep: Class 21 contains 3111 members 
Mstep: Class 22 contains 20011 members 
Mstep: Class 23 contains 10551 members 
Mstep: Class 24 contains 26504 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293071 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596384.000000 Penalty: 104589.859375
Iteration 299Q: 31 clusters Score -1.545964e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 117158 members 
Mstep: Class 4 contains 17019 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3952 members 
Mstep: Class 7 contains 17787 members 
Mstep: Class 8 contains 278731 members 
Mstep: Class 9 contains 59807 members 
Mstep: Class 10 contains 27408 members 
Mstep: Class 11 contains 4135 members 
Mstep: Class 12 contains 30150 members 
Mstep: Class 13 contains 14364 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 191547 members 
Mstep: Class 16 contains 77014 members 
Mstep: Class 17 contains 30839 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24965 members 
Mstep: Class 21 contains 3113 members 
Mstep: Class 22 contains 20008 members 
Mstep: Class 23 contains 10556 members 
Mstep: Class 24 contains 26558 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293075 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596304.000000 Penalty: 104589.859375
Iteration 300F: 31 clusters Score -1.545963e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 117212 members 
Mstep: Class 4 contains 17031 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3952 members 
Mstep: Class 7 contains 17802 members 
Mstep: Class 8 contains 278558 members 
Mstep: Class 9 contains 59821 members 
Mstep: Class 10 contains 27413 members 
Mstep: Class 11 contains 4134 members 
Mstep: Class 12 contains 30148 members 
Mstep: Class 13 contains 14366 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 191477 members 
Mstep: Class 16 contains 77000 members 
Mstep: Class 17 contains 30851 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24961 members 
Mstep: Class 21 contains 3112 members 
Mstep: Class 22 contains 20000 members 
Mstep: Class 23 contains 10558 members 
Mstep: Class 24 contains 26626 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293163 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596160.000000 Penalty: 104589.859375
Iteration 301Q: 31 clusters Score -1.545962e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 117275 members 
Mstep: Class 4 contains 17034 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3953 members 
Mstep: Class 7 contains 17824 members 
Mstep: Class 8 contains 278410 members 
Mstep: Class 9 contains 59837 members 
Mstep: Class 10 contains 27414 members 
Mstep: Class 11 contains 4134 members 
Mstep: Class 12 contains 30145 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191419 members 
Mstep: Class 16 contains 76985 members 
Mstep: Class 17 contains 30861 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24958 members 
Mstep: Class 21 contains 3106 members 
Mstep: Class 22 contains 19996 members 
Mstep: Class 23 contains 10558 members 
Mstep: Class 24 contains 26671 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293231 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595952.000000 Penalty: 104589.859375
Iteration 302Q: 31 clusters Score -1.54596e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 117323 members 
Mstep: Class 4 contains 17045 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3953 members 
Mstep: Class 7 contains 17854 members 
Mstep: Class 8 contains 278322 members 
Mstep: Class 9 contains 59860 members 
Mstep: Class 10 contains 27409 members 
Mstep: Class 11 contains 4134 members 
Mstep: Class 12 contains 30143 members 
Mstep: Class 13 contains 14374 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191389 members 
Mstep: Class 16 contains 76978 members 
Mstep: Class 17 contains 30875 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24959 members 
Mstep: Class 21 contains 3104 members 
Mstep: Class 22 contains 19993 members 
Mstep: Class 23 contains 10562 members 
Mstep: Class 24 contains 26709 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293194 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595760.000000 Penalty: 104589.859375
Iteration 303Q: 31 clusters Score -1.545958e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 117375 members 
Mstep: Class 4 contains 17051 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 17875 members 
Mstep: Class 8 contains 278249 members 
Mstep: Class 9 contains 59892 members 
Mstep: Class 10 contains 27407 members 
Mstep: Class 11 contains 4136 members 
Mstep: Class 12 contains 30138 members 
Mstep: Class 13 contains 14378 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191359 members 
Mstep: Class 16 contains 76969 members 
Mstep: Class 17 contains 30878 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24960 members 
Mstep: Class 21 contains 3102 members 
Mstep: Class 22 contains 19989 members 
Mstep: Class 23 contains 10565 members 
Mstep: Class 24 contains 26759 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293142 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595712.000000 Penalty: 104589.859375
Iteration 304Q: 31 clusters Score -1.545957e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 117427 members 
Mstep: Class 4 contains 17054 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 17896 members 
Mstep: Class 8 contains 278174 members 
Mstep: Class 9 contains 59919 members 
Mstep: Class 10 contains 27404 members 
Mstep: Class 11 contains 4136 members 
Mstep: Class 12 contains 30135 members 
Mstep: Class 13 contains 14383 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191341 members 
Mstep: Class 16 contains 76968 members 
Mstep: Class 17 contains 30879 members 
Mstep: Class 18 contains 914 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24962 members 
Mstep: Class 21 contains 3101 members 
Mstep: Class 22 contains 19987 members 
Mstep: Class 23 contains 10566 members 
Mstep: Class 24 contains 26814 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293077 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595792.000000 Penalty: 104589.859375
Iteration 305Q: 31 clusters Score -1.545958e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 117484 members 
Mstep: Class 4 contains 17058 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 17924 members 
Mstep: Class 8 contains 278102 members 
Mstep: Class 9 contains 59939 members 
Mstep: Class 10 contains 27406 members 
Mstep: Class 11 contains 4136 members 
Mstep: Class 12 contains 30135 members 
Mstep: Class 13 contains 14389 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191328 members 
Mstep: Class 16 contains 76963 members 
Mstep: Class 17 contains 30880 members 
Mstep: Class 18 contains 914 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24959 members 
Mstep: Class 21 contains 3101 members 
Mstep: Class 22 contains 19984 members 
Mstep: Class 23 contains 10568 members 
Mstep: Class 24 contains 26877 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292987 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595648.000000 Penalty: 104589.859375
Iteration 306Q: 31 clusters Score -1.545956e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 117551 members 
Mstep: Class 4 contains 17070 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 17947 members 
Mstep: Class 8 contains 278000 members 
Mstep: Class 9 contains 59967 members 
Mstep: Class 10 contains 27405 members 
Mstep: Class 11 contains 4135 members 
Mstep: Class 12 contains 30136 members 
Mstep: Class 13 contains 14399 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191311 members 
Mstep: Class 16 contains 76960 members 
Mstep: Class 17 contains 30895 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24956 members 
Mstep: Class 21 contains 3100 members 
Mstep: Class 22 contains 19980 members 
Mstep: Class 23 contains 10570 members 
Mstep: Class 24 contains 26934 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292902 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595568.000000 Penalty: 104589.859375
Iteration 307Q: 31 clusters Score -1.545956e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 117605 members 
Mstep: Class 4 contains 17082 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 17971 members 
Mstep: Class 8 contains 277867 members 
Mstep: Class 9 contains 59983 members 
Mstep: Class 10 contains 27408 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 30127 members 
Mstep: Class 13 contains 14400 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191319 members 
Mstep: Class 16 contains 76965 members 
Mstep: Class 17 contains 30908 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24958 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 19975 members 
Mstep: Class 23 contains 10575 members 
Mstep: Class 24 contains 26993 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292847 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595408.000000 Penalty: 104589.859375
Iteration 308Q: 31 clusters Score -1.545954e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 117661 members 
Mstep: Class 4 contains 17091 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 17988 members 
Mstep: Class 8 contains 277743 members 
Mstep: Class 9 contains 59997 members 
Mstep: Class 10 contains 27408 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 30120 members 
Mstep: Class 13 contains 14403 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191337 members 
Mstep: Class 16 contains 76950 members 
Mstep: Class 17 contains 30919 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24960 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 19969 members 
Mstep: Class 23 contains 10576 members 
Mstep: Class 24 contains 27037 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292817 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595568.000000 Penalty: 104589.859375
Iteration 309Q: 31 clusters Score -1.545956e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 117715 members 
Mstep: Class 4 contains 17099 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 18029 members 
Mstep: Class 8 contains 277610 members 
Mstep: Class 9 contains 59987 members 
Mstep: Class 10 contains 27407 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 30121 members 
Mstep: Class 13 contains 14406 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191303 members 
Mstep: Class 16 contains 76945 members 
Mstep: Class 17 contains 30930 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24956 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 19965 members 
Mstep: Class 23 contains 10583 members 
Mstep: Class 24 contains 27076 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292837 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595536.000000 Penalty: 104589.859375
Iteration 310Q: 31 clusters Score -1.545955e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 117745 members 
Mstep: Class 4 contains 17103 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 18062 members 
Mstep: Class 8 contains 277476 members 
Mstep: Class 9 contains 60002 members 
Mstep: Class 10 contains 27414 members 
Mstep: Class 11 contains 4136 members 
Mstep: Class 12 contains 30121 members 
Mstep: Class 13 contains 14411 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191276 members 
Mstep: Class 16 contains 76941 members 
Mstep: Class 17 contains 30933 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24955 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 19961 members 
Mstep: Class 23 contains 10591 members 
Mstep: Class 24 contains 27121 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292850 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595648.000000 Penalty: 104589.859375
Iteration 311Q: 31 clusters Score -1.545956e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 117777 members 
Mstep: Class 4 contains 17111 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 18084 members 
Mstep: Class 8 contains 277353 members 
Mstep: Class 9 contains 60011 members 
Mstep: Class 10 contains 27414 members 
Mstep: Class 11 contains 4136 members 
Mstep: Class 12 contains 30122 members 
Mstep: Class 13 contains 14411 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191254 members 
Mstep: Class 16 contains 76932 members 
Mstep: Class 17 contains 30933 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24954 members 
Mstep: Class 21 contains 3097 members 
Mstep: Class 22 contains 19960 members 
Mstep: Class 23 contains 10593 members 
Mstep: Class 24 contains 27167 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292880 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 6159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595520.000000 Penalty: 104589.859375
Iteration 312Q: 31 clusters Score -1.545955e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 117815 members 
Mstep: Class 4 contains 17117 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 18115 members 
Mstep: Class 8 contains 277185 members 
Mstep: Class 9 contains 60027 members 
Mstep: Class 10 contains 27411 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 30120 members 
Mstep: Class 13 contains 14416 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191213 members 
Mstep: Class 16 contains 76925 members 
Mstep: Class 17 contains 30937 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24952 members 
Mstep: Class 21 contains 3097 members 
Mstep: Class 22 contains 19959 members 
Mstep: Class 23 contains 10597 members 
Mstep: Class 24 contains 27206 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 292948 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595424.000000 Penalty: 104589.859375
Iteration 313Q: 31 clusters Score -1.545954e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 117857 members 
Mstep: Class 4 contains 17128 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 18139 members 
Mstep: Class 8 contains 277002 members 
Mstep: Class 9 contains 60030 members 
Mstep: Class 10 contains 27409 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 30116 members 
Mstep: Class 13 contains 14418 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191165 members 
Mstep: Class 16 contains 76928 members 
Mstep: Class 17 contains 30946 members 
Mstep: Class 18 contains 920 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24952 members 
Mstep: Class 21 contains 3096 members 
Mstep: Class 22 contains 19958 members 
Mstep: Class 23 contains 10599 members 
Mstep: Class 24 contains 27251 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293034 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595424.000000 Penalty: 104589.859375
Iteration 314Q: 31 clusters Score -1.545954e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 117905 members 
Mstep: Class 4 contains 17139 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 18161 members 
Mstep: Class 8 contains 276761 members 
Mstep: Class 9 contains 60038 members 
Mstep: Class 10 contains 27408 members 
Mstep: Class 11 contains 4138 members 
Mstep: Class 12 contains 30116 members 
Mstep: Class 13 contains 14418 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191155 members 
Mstep: Class 16 contains 76934 members 
Mstep: Class 17 contains 30963 members 
Mstep: Class 18 contains 920 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24948 members 
Mstep: Class 21 contains 3096 members 
Mstep: Class 22 contains 19959 members 
Mstep: Class 23 contains 10597 members 
Mstep: Class 24 contains 27302 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293115 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595600.000000 Penalty: 104589.859375
Iteration 315Q: 31 clusters Score -1.545956e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 117961 members 
Mstep: Class 4 contains 17151 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 18173 members 
Mstep: Class 8 contains 276534 members 
Mstep: Class 9 contains 60043 members 
Mstep: Class 10 contains 27404 members 
Mstep: Class 11 contains 4141 members 
Mstep: Class 12 contains 30110 members 
Mstep: Class 13 contains 14422 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191145 members 
Mstep: Class 16 contains 76932 members 
Mstep: Class 17 contains 30975 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24947 members 
Mstep: Class 21 contains 3097 members 
Mstep: Class 22 contains 19959 members 
Mstep: Class 23 contains 10602 members 
Mstep: Class 24 contains 27339 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293203 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595472.000000 Penalty: 104589.859375
Iteration 316Q: 31 clusters Score -1.545955e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118003 members 
Mstep: Class 4 contains 17159 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 18193 members 
Mstep: Class 8 contains 276358 members 
Mstep: Class 9 contains 60053 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 4141 members 
Mstep: Class 12 contains 30109 members 
Mstep: Class 13 contains 14427 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191138 members 
Mstep: Class 16 contains 76931 members 
Mstep: Class 17 contains 30977 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24949 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 19959 members 
Mstep: Class 23 contains 10607 members 
Mstep: Class 24 contains 27372 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293253 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595072.000000 Penalty: 104589.859375
Iteration 317Q: 31 clusters Score -1.545951e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118031 members 
Mstep: Class 4 contains 17166 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 18216 members 
Mstep: Class 8 contains 276146 members 
Mstep: Class 9 contains 60063 members 
Mstep: Class 10 contains 27402 members 
Mstep: Class 11 contains 4141 members 
Mstep: Class 12 contains 30111 members 
Mstep: Class 13 contains 14433 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191138 members 
Mstep: Class 16 contains 76922 members 
Mstep: Class 17 contains 30982 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24944 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 19962 members 
Mstep: Class 23 contains 10610 members 
Mstep: Class 24 contains 27421 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293332 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595184.000000 Penalty: 104589.859375
Iteration 318Q: 31 clusters Score -1.545952e+08 nChanged 1077
Entering ConstructFrom: 
Score: -154595184.000000 Penalty: 104589.859375
Entering ConstructFrom: 
Trying to split cluster 1 (10048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Entering Unmasked Estep 
Score: -1196359.625000 Penalty: 2285.352051
	Iteration 0F: 2 clusters Score -1196360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1188753.000000 Penalty: 4570.704102
	Iteration 0F: 3 clusters Score -1188753 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1191018.875000 Penalty: 4570.704102
	Iteration 1F: 3 clusters Score -1191019 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1191350.250000 Penalty: 4570.704102
	Iteration 2F: 3 clusters Score -1191350 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1191541.750000 Penalty: 4570.704102
	Iteration 3Q: 3 clusters Score -1191542 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1191716.375000 Penalty: 4570.704102
	Iteration 4Q: 3 clusters Score -1191716 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1191855.000000 Penalty: 4570.704102
	Iteration 5Q: 3 clusters Score -1191855 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1191990.125000 Penalty: 4570.704102
	Iteration 6Q: 3 clusters Score -1191990 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1192111.375000 Penalty: 4570.704102
	Iteration 7Q: 3 clusters Score -1192111 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1192245.250000 Penalty: 4570.704102
	Iteration 8Q: 3 clusters Score -1192245 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1192399.500000 Penalty: 4570.704102
	Iteration 9Q: 3 clusters Score -1192400 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1192573.375000 Penalty: 4570.704102
	Iteration 10Q: 3 clusters Score -1192573 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1192771.875000 Penalty: 4570.704102
	Iteration 11Q: 3 clusters Score -1192772 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1192962.500000 Penalty: 4570.704102
	Iteration 12Q: 3 clusters Score -1192962 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1193133.250000 Penalty: 4570.704102
	Iteration 13Q: 3 clusters Score -1193133 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1193292.875000 Penalty: 4570.704102
	Iteration 14Q: 3 clusters Score -1193293 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1193462.000000 Penalty: 4570.704102
	Iteration 15Q: 3 clusters Score -1193462 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1193592.000000 Penalty: 4570.704102
	Iteration 16Q: 3 clusters Score -1193592 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1193667.000000 Penalty: 4570.704102
	Iteration 17Q: 3 clusters Score -1193667 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1193730.125000 Penalty: 4570.704102
	Iteration 18Q: 3 clusters Score -1193730 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1193790.625000 Penalty: 4570.704102
	Iteration 19Q: 3 clusters Score -1193791 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1193832.750000 Penalty: 4570.704102
	Iteration 20F: 3 clusters Score -1193833 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1193861.875000 Penalty: 4570.704102
	Iteration 21Q: 3 clusters Score -1193862 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1193890.375000 Penalty: 4570.704102
	Iteration 22Q: 3 clusters Score -1193890 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1193917.125000 Penalty: 4570.704102
	Iteration 23Q: 3 clusters Score -1193917 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1193936.875000 Penalty: 4570.704102
	Iteration 24Q: 3 clusters Score -1193937 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1193954.375000 Penalty: 4570.704102
	Iteration 25Q: 3 clusters Score -1193954 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1193967.250000 Penalty: 4570.704102
	Iteration 26Q: 3 clusters Score -1193967 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1193983.625000 Penalty: 4570.704102
	Iteration 27Q: 3 clusters Score -1193984 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1193993.750000 Penalty: 4570.704102
	Iteration 28Q: 3 clusters Score -1193994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1194000.000000 Penalty: 4570.704102
	Iteration 29Q: 3 clusters Score -1194000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1194007.375000 Penalty: 4570.704102
	Iteration 30Q: 3 clusters Score -1194007 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1194019.375000 Penalty: 4570.704102
	Iteration 31Q: 3 clusters Score -1194019 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1194022.125000 Penalty: 4570.704102
	Iteration 32Q: 3 clusters Score -1194022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1194030.000000 Penalty: 4570.704102
	Iteration 33Q: 3 clusters Score -1194030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1194029.000000 Penalty: 4570.704102
	Iteration 34Q: 3 clusters Score -1194029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1194030.000000 Penalty: 4570.704102
	Iteration 35Q: 3 clusters Score -1194030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1194030.125000 Penalty: 4570.704102
	Iteration 36Q: 3 clusters Score -1194030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1194034.625000 Penalty: 4570.704102
	Iteration 37Q: 3 clusters Score -1194035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1194032.875000 Penalty: 4570.704102
	Iteration 38Q: 3 clusters Score -1194033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1194037.000000 Penalty: 4570.704102
	Iteration 39Q: 3 clusters Score -1194037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1194038.000000 Penalty: 4570.704102
	Iteration 40F: 3 clusters Score -1194038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1194040.125000 Penalty: 4570.704102
	Iteration 41Q: 3 clusters Score -1194040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1194040.875000 Penalty: 4570.704102
	Iteration 42Q: 3 clusters Score -1194041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1194042.750000 Penalty: 4570.704102
	Iteration 43Q: 3 clusters Score -1194043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1194038.875000 Penalty: 4570.704102
	Iteration 44Q: 3 clusters Score -1194039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1194040.375000 Penalty: 4570.704102
	Iteration 45Q: 3 clusters Score -1194040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1194041.750000 Penalty: 4570.704102
	Iteration 46Q: 3 clusters Score -1194042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1194041.250000 Penalty: 4570.704102
	Iteration 47Q: 3 clusters Score -1194041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1194040.500000 Penalty: 4570.704102
	Iteration 48Q: 3 clusters Score -1194040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1194040.500000 Penalty: 4570.704102
	Iteration 49F: 3 clusters Score -1194040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -19375.312500 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -19375.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18297.648438 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -18297.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18346.136719 Penalty: 2572.943359
	Iteration 1Q: 3 clusters Score -18346.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18357.968750 Penalty: 2572.943359
	Iteration 2Q: 3 clusters Score -18357.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18357.968750 Penalty: 2572.943359
	Iteration 3F: 3 clusters Score -18357.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (118054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118054 members 
Entering Unmasked Estep 
Score: -14817142.000000 Penalty: 2896.366699
	Iteration 0F: 2 clusters Score -1.481714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58945 members 
Mstep: Class 2 contains 59109 members 
Entering Unmasked Estep 
Score: -14738231.000000 Penalty: 5792.733398
	Iteration 0F: 3 clusters Score -1.473823e+07 nChanged 56080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58627 members 
Mstep: Class 2 contains 59427 members 
Entering Unmasked Estep 
Score: -14770726.000000 Penalty: 5792.733398
	Iteration 1F: 3 clusters Score -1.477073e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -14771512.000000 Penalty: 5792.733398
	Iteration 2Q: 3 clusters Score -1.477151e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58769 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -14772324.000000 Penalty: 5792.733398
	Iteration 3Q: 3 clusters Score -1.477232e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58902 members 
Mstep: Class 2 contains 59152 members 
Entering Unmasked Estep 
Score: -14773289.000000 Penalty: 5792.733398
	Iteration 4Q: 3 clusters Score -1.477329e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59050 members 
Mstep: Class 2 contains 59004 members 
Entering Unmasked Estep 
Score: -14774201.000000 Penalty: 5792.733398
	Iteration 5Q: 3 clusters Score -1.47742e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 58775 members 
Entering Unmasked Estep 
Score: -14775310.000000 Penalty: 5792.733398
	Iteration 6Q: 3 clusters Score -1.477531e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59618 members 
Mstep: Class 2 contains 58436 members 
Entering Unmasked Estep 
Score: -14776744.000000 Penalty: 5792.733398
	Iteration 7Q: 3 clusters Score -1.477674e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 58156 members 
Entering Unmasked Estep 
Score: -14778585.000000 Penalty: 5792.733398
	Iteration 8Q: 3 clusters Score -1.477858e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60031 members 
Mstep: Class 2 contains 58023 members 
Entering Unmasked Estep 
Score: -14780923.000000 Penalty: 5792.733398
	Iteration 9Q: 3 clusters Score -1.478092e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60036 members 
Mstep: Class 2 contains 58018 members 
Entering Unmasked Estep 
Score: -14783895.000000 Penalty: 5792.733398
	Iteration 10Q: 3 clusters Score -1.47839e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60048 members 
Mstep: Class 2 contains 58006 members 
Entering Unmasked Estep 
Score: -14787942.000000 Penalty: 5792.733398
	Iteration 11F: 3 clusters Score -1.478794e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 57959 members 
Entering Unmasked Estep 
Score: -14792434.000000 Penalty: 5792.733398
	Iteration 12F: 3 clusters Score -1.479243e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 57550 members 
Entering Unmasked Estep 
Score: -14796092.000000 Penalty: 5792.733398
	Iteration 13F: 3 clusters Score -1.479609e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 56893 members 
Entering Unmasked Estep 
Score: -14798391.000000 Penalty: 5792.733398
	Iteration 14Q: 3 clusters Score -1.479839e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 56208 members 
Entering Unmasked Estep 
Score: -14799420.000000 Penalty: 5792.733398
	Iteration 15Q: 3 clusters Score -1.479942e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62543 members 
Mstep: Class 2 contains 55511 members 
Entering Unmasked Estep 
Score: -14800036.000000 Penalty: 5792.733398
	Iteration 16Q: 3 clusters Score -1.480004e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63265 members 
Mstep: Class 2 contains 54789 members 
Entering Unmasked Estep 
Score: -14800473.000000 Penalty: 5792.733398
	Iteration 17Q: 3 clusters Score -1.480047e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64085 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -14800924.000000 Penalty: 5792.733398
	Iteration 18Q: 3 clusters Score -1.480092e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64903 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -14801351.000000 Penalty: 5792.733398
	Iteration 19Q: 3 clusters Score -1.480135e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65720 members 
Mstep: Class 2 contains 52334 members 
Entering Unmasked Estep 
Score: -14801665.000000 Penalty: 5792.733398
	Iteration 20F: 3 clusters Score -1.480166e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66518 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -14801974.000000 Penalty: 5792.733398
	Iteration 21Q: 3 clusters Score -1.480197e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67309 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -14802240.000000 Penalty: 5792.733398
	Iteration 22Q: 3 clusters Score -1.480224e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68099 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -14802477.000000 Penalty: 5792.733398
	Iteration 23Q: 3 clusters Score -1.480248e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68894 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -14802736.000000 Penalty: 5792.733398
	Iteration 24Q: 3 clusters Score -1.480274e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69730 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -14802992.000000 Penalty: 5792.733398
	Iteration 25Q: 3 clusters Score -1.480299e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70613 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -14803153.000000 Penalty: 5792.733398
	Iteration 26Q: 3 clusters Score -1.480315e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71489 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -14803335.000000 Penalty: 5792.733398
	Iteration 27Q: 3 clusters Score -1.480334e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72344 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -14803490.000000 Penalty: 5792.733398
	Iteration 28Q: 3 clusters Score -1.480349e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -14803667.000000 Penalty: 5792.733398
	Iteration 29Q: 3 clusters Score -1.480367e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74130 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -14803817.000000 Penalty: 5792.733398
	Iteration 30Q: 3 clusters Score -1.480382e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75081 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -14803917.000000 Penalty: 5792.733398
	Iteration 31Q: 3 clusters Score -1.480392e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76066 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -14804137.000000 Penalty: 5792.733398
	Iteration 32Q: 3 clusters Score -1.480414e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77110 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -14804362.000000 Penalty: 5792.733398
	Iteration 33Q: 3 clusters Score -1.480436e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78173 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -14804587.000000 Penalty: 5792.733398
	Iteration 34Q: 3 clusters Score -1.480459e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79380 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -14804868.000000 Penalty: 5792.733398
	Iteration 35Q: 3 clusters Score -1.480487e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80640 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -14805152.000000 Penalty: 5792.733398
	Iteration 36Q: 3 clusters Score -1.480515e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81932 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -14805414.000000 Penalty: 5792.733398
	Iteration 37Q: 3 clusters Score -1.480541e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83266 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -14805691.000000 Penalty: 5792.733398
	Iteration 38Q: 3 clusters Score -1.480569e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84624 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -14805960.000000 Penalty: 5792.733398
	Iteration 39Q: 3 clusters Score -1.480596e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85963 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -14806370.000000 Penalty: 5792.733398
	Iteration 40F: 3 clusters Score -1.480637e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87330 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -14806705.000000 Penalty: 5792.733398
	Iteration 41Q: 3 clusters Score -1.48067e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88678 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -14807027.000000 Penalty: 5792.733398
	Iteration 42Q: 3 clusters Score -1.480703e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90034 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -14807372.000000 Penalty: 5792.733398
	Iteration 43Q: 3 clusters Score -1.480737e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91387 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -14807777.000000 Penalty: 5792.733398
	Iteration 44Q: 3 clusters Score -1.480778e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92714 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -14808103.000000 Penalty: 5792.733398
	Iteration 45Q: 3 clusters Score -1.48081e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94077 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -14808504.000000 Penalty: 5792.733398
	Iteration 46Q: 3 clusters Score -1.48085e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95460 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -14808848.000000 Penalty: 5792.733398
	Iteration 47Q: 3 clusters Score -1.480885e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96841 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -14809258.000000 Penalty: 5792.733398
	Iteration 48Q: 3 clusters Score -1.480926e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98194 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -14809690.000000 Penalty: 5792.733398
	Iteration 49Q: 3 clusters Score -1.480969e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99564 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -14810144.000000 Penalty: 5792.733398
	Iteration 50Q: 3 clusters Score -1.481014e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100885 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -14810596.000000 Penalty: 5792.733398
	Iteration 51Q: 3 clusters Score -1.48106e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102104 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -14810989.000000 Penalty: 5792.733398
	Iteration 52Q: 3 clusters Score -1.481099e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103292 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -14811414.000000 Penalty: 5792.733398
	Iteration 53Q: 3 clusters Score -1.481141e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104458 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -14811783.000000 Penalty: 5792.733398
	Iteration 54Q: 3 clusters Score -1.481178e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105556 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -14812211.000000 Penalty: 5792.733398
	Iteration 55Q: 3 clusters Score -1.481221e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106589 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -14812556.000000 Penalty: 5792.733398
	Iteration 56Q: 3 clusters Score -1.481256e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107510 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -14812956.000000 Penalty: 5792.733398
	Iteration 57Q: 3 clusters Score -1.481296e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108365 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -14813245.000000 Penalty: 5792.733398
	Iteration 58Q: 3 clusters Score -1.481324e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109121 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -14813545.000000 Penalty: 5792.733398
	Iteration 59Q: 3 clusters Score -1.481354e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109789 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -14813850.000000 Penalty: 5792.733398
	Iteration 60F: 3 clusters Score -1.481385e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110452 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -14814107.000000 Penalty: 5792.733398
	Iteration 61Q: 3 clusters Score -1.481411e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111049 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -14814393.000000 Penalty: 5792.733398
	Iteration 62Q: 3 clusters Score -1.481439e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111611 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -14814625.000000 Penalty: 5792.733398
	Iteration 63Q: 3 clusters Score -1.481462e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112087 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -14814703.000000 Penalty: 5792.733398
	Iteration 64Q: 3 clusters Score -1.48147e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112508 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -14814914.000000 Penalty: 5792.733398
	Iteration 65Q: 3 clusters Score -1.481491e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112870 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -14815113.000000 Penalty: 5792.733398
	Iteration 66Q: 3 clusters Score -1.481511e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113183 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -14815173.000000 Penalty: 5792.733398
	Iteration 67Q: 3 clusters Score -1.481517e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113438 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -14815277.000000 Penalty: 5792.733398
	Iteration 68Q: 3 clusters Score -1.481528e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113671 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -14815282.000000 Penalty: 5792.733398
	Iteration 69Q: 3 clusters Score -1.481528e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113860 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -14815333.000000 Penalty: 5792.733398
	Iteration 70Q: 3 clusters Score -1.481533e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114014 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -14815385.000000 Penalty: 5792.733398
	Iteration 71Q: 3 clusters Score -1.481538e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114128 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -14815412.000000 Penalty: 5792.733398
	Iteration 72Q: 3 clusters Score -1.481541e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114239 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -14815439.000000 Penalty: 5792.733398
	Iteration 73Q: 3 clusters Score -1.481544e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114322 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -14815460.000000 Penalty: 5792.733398
	Iteration 74Q: 3 clusters Score -1.481546e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114389 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -14815506.000000 Penalty: 5792.733398
	Iteration 75Q: 3 clusters Score -1.481551e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114448 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -14815539.000000 Penalty: 5792.733398
	Iteration 76Q: 3 clusters Score -1.481554e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114521 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -14815535.000000 Penalty: 5792.733398
	Iteration 77Q: 3 clusters Score -1.481554e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114586 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -14815560.000000 Penalty: 5792.733398
	Iteration 78Q: 3 clusters Score -1.481556e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114639 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -14815579.000000 Penalty: 5792.733398
	Iteration 79Q: 3 clusters Score -1.481558e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114674 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -14815612.000000 Penalty: 5792.733398
	Iteration 80F: 3 clusters Score -1.481561e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114717 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -14815607.000000 Penalty: 5792.733398
	Iteration 81Q: 3 clusters Score -1.481561e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114747 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -14815643.000000 Penalty: 5792.733398
	Iteration 82Q: 3 clusters Score -1.481564e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114778 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -14815643.000000 Penalty: 5792.733398
	Iteration 83Q: 3 clusters Score -1.481564e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114809 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -14815650.000000 Penalty: 5792.733398
	Iteration 84Q: 3 clusters Score -1.481565e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114837 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -14815660.000000 Penalty: 5792.733398
	Iteration 85Q: 3 clusters Score -1.481566e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114861 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -14815678.000000 Penalty: 5792.733398
	Iteration 86Q: 3 clusters Score -1.481568e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114882 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -14815679.000000 Penalty: 5792.733398
	Iteration 87Q: 3 clusters Score -1.481568e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114905 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -14815676.000000 Penalty: 5792.733398
	Iteration 88Q: 3 clusters Score -1.481568e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114920 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -14815678.000000 Penalty: 5792.733398
	Iteration 89Q: 3 clusters Score -1.481568e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114934 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -14815685.000000 Penalty: 5792.733398
	Iteration 90Q: 3 clusters Score -1.481568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114948 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -14815676.000000 Penalty: 5792.733398
	Iteration 91Q: 3 clusters Score -1.481568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114955 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -14815685.000000 Penalty: 5792.733398
	Iteration 92Q: 3 clusters Score -1.481568e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114967 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -14815670.000000 Penalty: 5792.733398
	Iteration 93Q: 3 clusters Score -1.481567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114973 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -14815669.000000 Penalty: 5792.733398
	Iteration 94Q: 3 clusters Score -1.481567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114976 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -14815666.000000 Penalty: 5792.733398
	Iteration 95Q: 3 clusters Score -1.481567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114980 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -14815667.000000 Penalty: 5792.733398
	Iteration 96Q: 3 clusters Score -1.481567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114982 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -14815670.000000 Penalty: 5792.733398
	Iteration 97Q: 3 clusters Score -1.481567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114984 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -14815686.000000 Penalty: 5792.733398
	Iteration 98Q: 3 clusters Score -1.481569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114986 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -14815675.000000 Penalty: 5792.733398
	Iteration 99Q: 3 clusters Score -1.481568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114986 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -14815674.000000 Penalty: 5792.733398
	Iteration 100F: 3 clusters Score -1.481567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114987 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -14815676.000000 Penalty: 5792.733398
	Iteration 101Q: 3 clusters Score -1.481568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114989 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -14815683.000000 Penalty: 5792.733398
	Iteration 102Q: 3 clusters Score -1.481568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114993 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -14815682.000000 Penalty: 5792.733398
	Iteration 103Q: 3 clusters Score -1.481568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115002 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -14815668.000000 Penalty: 5792.733398
	Iteration 104Q: 3 clusters Score -1.481567e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115012 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -14815653.000000 Penalty: 5792.733398
	Iteration 105Q: 3 clusters Score -1.481565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115020 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -14815657.000000 Penalty: 5792.733398
	Iteration 106Q: 3 clusters Score -1.481566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115021 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -14815677.000000 Penalty: 5792.733398
	Iteration 107Q: 3 clusters Score -1.481568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115026 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -14815675.000000 Penalty: 5792.733398
	Iteration 108Q: 3 clusters Score -1.481568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115030 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -14815678.000000 Penalty: 5792.733398
	Iteration 109Q: 3 clusters Score -1.481568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115039 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -14815671.000000 Penalty: 5792.733398
	Iteration 110Q: 3 clusters Score -1.481567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115036 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -14815663.000000 Penalty: 5792.733398
	Iteration 111Q: 3 clusters Score -1.481566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115035 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -14815670.000000 Penalty: 5792.733398
	Iteration 112Q: 3 clusters Score -1.481567e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115035 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -14815668.000000 Penalty: 5792.733398
	Iteration 113Q: 3 clusters Score -1.481567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115036 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -14815669.000000 Penalty: 5792.733398
	Iteration 114Q: 3 clusters Score -1.481567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115039 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -14815678.000000 Penalty: 5792.733398
	Iteration 115Q: 3 clusters Score -1.481568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115041 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -14815679.000000 Penalty: 5792.733398
	Iteration 116Q: 3 clusters Score -1.481568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115043 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -14815678.000000 Penalty: 5792.733398
	Iteration 117Q: 3 clusters Score -1.481568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115046 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -14815684.000000 Penalty: 5792.733398
	Iteration 118Q: 3 clusters Score -1.481568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115046 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -14815681.000000 Penalty: 5792.733398
	Iteration 119Q: 3 clusters Score -1.481568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115047 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -14815689.000000 Penalty: 5792.733398
	Iteration 120F: 3 clusters Score -1.481569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Entering Unmasked Estep 
Score: -2153449.250000 Penalty: 2418.386719
	Iteration 0F: 2 clusters Score -2153449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2141184.500000 Penalty: 4836.773438
	Iteration 0F: 3 clusters Score -2141184 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2145363.750000 Penalty: 4836.773438
	Iteration 1F: 3 clusters Score -2145364 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2145920.250000 Penalty: 4836.773438
	Iteration 2F: 3 clusters Score -2145920 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2146444.000000 Penalty: 4836.773438
	Iteration 3F: 3 clusters Score -2146444 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2146874.500000 Penalty: 4836.773438
	Iteration 4F: 3 clusters Score -2146874 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2147267.000000 Penalty: 4836.773438
	Iteration 5Q: 3 clusters Score -2147267 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2147651.250000 Penalty: 4836.773438
	Iteration 6Q: 3 clusters Score -2147651 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2148024.750000 Penalty: 4836.773438
	Iteration 7Q: 3 clusters Score -2148025 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2148389.000000 Penalty: 4836.773438
	Iteration 8Q: 3 clusters Score -2148389 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2148789.500000 Penalty: 4836.773438
	Iteration 9Q: 3 clusters Score -2148790 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2149170.750000 Penalty: 4836.773438
	Iteration 10Q: 3 clusters Score -2149171 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2149485.250000 Penalty: 4836.773438
	Iteration 11Q: 3 clusters Score -2149485 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2149687.000000 Penalty: 4836.773438
	Iteration 12Q: 3 clusters Score -2149687 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2149838.250000 Penalty: 4836.773438
	Iteration 13Q: 3 clusters Score -2149838 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2149961.250000 Penalty: 4836.773438
	Iteration 14Q: 3 clusters Score -2149961 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2150044.500000 Penalty: 4836.773438
	Iteration 15Q: 3 clusters Score -2150044 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2150142.250000 Penalty: 4836.773438
	Iteration 16Q: 3 clusters Score -2150142 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2150222.250000 Penalty: 4836.773438
	Iteration 17Q: 3 clusters Score -2150222 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2150288.250000 Penalty: 4836.773438
	Iteration 18Q: 3 clusters Score -2150288 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2150357.750000 Penalty: 4836.773438
	Iteration 19Q: 3 clusters Score -2150358 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2150427.500000 Penalty: 4836.773438
	Iteration 20F: 3 clusters Score -2150428 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2150495.500000 Penalty: 4836.773438
	Iteration 21Q: 3 clusters Score -2150496 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2150564.500000 Penalty: 4836.773438
	Iteration 22Q: 3 clusters Score -2150564 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2150636.750000 Penalty: 4836.773438
	Iteration 23Q: 3 clusters Score -2150637 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2150685.750000 Penalty: 4836.773438
	Iteration 24Q: 3 clusters Score -2150686 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2150734.750000 Penalty: 4836.773438
	Iteration 25Q: 3 clusters Score -2150735 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2150792.000000 Penalty: 4836.773438
	Iteration 26Q: 3 clusters Score -2150792 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2150854.250000 Penalty: 4836.773438
	Iteration 27Q: 3 clusters Score -2150854 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2150897.250000 Penalty: 4836.773438
	Iteration 28Q: 3 clusters Score -2150897 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2150943.500000 Penalty: 4836.773438
	Iteration 29Q: 3 clusters Score -2150944 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2150972.500000 Penalty: 4836.773438
	Iteration 30Q: 3 clusters Score -2150972 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2150996.500000 Penalty: 4836.773438
	Iteration 31Q: 3 clusters Score -2150996 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2151027.000000 Penalty: 4836.773438
	Iteration 32Q: 3 clusters Score -2151027 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2151059.750000 Penalty: 4836.773438
	Iteration 33Q: 3 clusters Score -2151060 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2151081.750000 Penalty: 4836.773438
	Iteration 34Q: 3 clusters Score -2151082 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2151094.000000 Penalty: 4836.773438
	Iteration 35Q: 3 clusters Score -2151094 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2151118.250000 Penalty: 4836.773438
	Iteration 36Q: 3 clusters Score -2151118 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2151140.500000 Penalty: 4836.773438
	Iteration 37Q: 3 clusters Score -2151140 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2151156.250000 Penalty: 4836.773438
	Iteration 38Q: 3 clusters Score -2151156 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2151182.500000 Penalty: 4836.773438
	Iteration 39Q: 3 clusters Score -2151182 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2151220.250000 Penalty: 4836.773438
	Iteration 40F: 3 clusters Score -2151220 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2151243.500000 Penalty: 4836.773438
	Iteration 41Q: 3 clusters Score -2151244 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2151257.500000 Penalty: 4836.773438
	Iteration 42Q: 3 clusters Score -2151258 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2151268.000000 Penalty: 4836.773438
	Iteration 43Q: 3 clusters Score -2151268 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2151284.750000 Penalty: 4836.773438
	Iteration 44Q: 3 clusters Score -2151285 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2151303.000000 Penalty: 4836.773438
	Iteration 45Q: 3 clusters Score -2151303 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2151313.750000 Penalty: 4836.773438
	Iteration 46Q: 3 clusters Score -2151314 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2151332.000000 Penalty: 4836.773438
	Iteration 47Q: 3 clusters Score -2151332 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2151349.750000 Penalty: 4836.773438
	Iteration 48Q: 3 clusters Score -2151350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2151370.500000 Penalty: 4836.773438
	Iteration 49Q: 3 clusters Score -2151370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2151374.500000 Penalty: 4836.773438
	Iteration 50Q: 3 clusters Score -2151374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2151387.500000 Penalty: 4836.773438
	Iteration 51Q: 3 clusters Score -2151388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2151388.750000 Penalty: 4836.773438
	Iteration 52Q: 3 clusters Score -2151389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2151404.250000 Penalty: 4836.773438
	Iteration 53Q: 3 clusters Score -2151404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2151419.250000 Penalty: 4836.773438
	Iteration 54Q: 3 clusters Score -2151419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2151433.500000 Penalty: 4836.773438
	Iteration 55Q: 3 clusters Score -2151434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2151445.250000 Penalty: 4836.773438
	Iteration 56Q: 3 clusters Score -2151445 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2151473.000000 Penalty: 4836.773438
	Iteration 57Q: 3 clusters Score -2151473 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2151489.750000 Penalty: 4836.773438
	Iteration 58Q: 3 clusters Score -2151490 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2151503.250000 Penalty: 4836.773438
	Iteration 59Q: 3 clusters Score -2151503 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2151519.500000 Penalty: 4836.773438
	Iteration 60F: 3 clusters Score -2151520 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2151527.500000 Penalty: 4836.773438
	Iteration 61Q: 3 clusters Score -2151528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2151540.250000 Penalty: 4836.773438
	Iteration 62Q: 3 clusters Score -2151540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2151551.750000 Penalty: 4836.773438
	Iteration 63Q: 3 clusters Score -2151552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2151561.000000 Penalty: 4836.773438
	Iteration 64Q: 3 clusters Score -2151561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2151571.000000 Penalty: 4836.773438
	Iteration 65Q: 3 clusters Score -2151571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -2151583.750000 Penalty: 4836.773438
	Iteration 66Q: 3 clusters Score -2151584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2151591.500000 Penalty: 4836.773438
	Iteration 67Q: 3 clusters Score -2151592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2151597.750000 Penalty: 4836.773438
	Iteration 68Q: 3 clusters Score -2151598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2151614.250000 Penalty: 4836.773438
	Iteration 69Q: 3 clusters Score -2151614 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2151629.500000 Penalty: 4836.773438
	Iteration 70Q: 3 clusters Score -2151630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2151639.750000 Penalty: 4836.773438
	Iteration 71Q: 3 clusters Score -2151640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2151658.250000 Penalty: 4836.773438
	Iteration 72Q: 3 clusters Score -2151658 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2151679.750000 Penalty: 4836.773438
	Iteration 73Q: 3 clusters Score -2151680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2151685.000000 Penalty: 4836.773438
	Iteration 74Q: 3 clusters Score -2151685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2151689.250000 Penalty: 4836.773438
	Iteration 75Q: 3 clusters Score -2151689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2151695.750000 Penalty: 4836.773438
	Iteration 76Q: 3 clusters Score -2151696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2151700.000000 Penalty: 4836.773438
	Iteration 77Q: 3 clusters Score -2151700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2151707.750000 Penalty: 4836.773438
	Iteration 78Q: 3 clusters Score -2151708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2151710.000000 Penalty: 4836.773438
	Iteration 79Q: 3 clusters Score -2151710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2151715.000000 Penalty: 4836.773438
	Iteration 80F: 3 clusters Score -2151715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2151715.250000 Penalty: 4836.773438
	Iteration 81Q: 3 clusters Score -2151715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2151714.750000 Penalty: 4836.773438
	Iteration 82Q: 3 clusters Score -2151715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2151716.250000 Penalty: 4836.773438
	Iteration 83Q: 3 clusters Score -2151716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2151716.000000 Penalty: 4836.773438
	Iteration 84Q: 3 clusters Score -2151716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2151715.500000 Penalty: 4836.773438
	Iteration 85Q: 3 clusters Score -2151716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2151715.500000 Penalty: 4836.773438
	Iteration 86F: 3 clusters Score -2151716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -51133.550781 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -51133.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49673.375000 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -49673.38 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49972.027344 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -49972.03 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50085.390625 Penalty: 3095.176758
	Iteration 2F: 3 clusters Score -50085.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50144.121094 Penalty: 3095.176758
	Iteration 3Q: 3 clusters Score -50144.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50165.328125 Penalty: 3095.176758
	Iteration 4Q: 3 clusters Score -50165.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50220.203125 Penalty: 3095.176758
	Iteration 5Q: 3 clusters Score -50220.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50249.144531 Penalty: 3095.176758
	Iteration 6Q: 3 clusters Score -50249.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50274.437500 Penalty: 3095.176758
	Iteration 7Q: 3 clusters Score -50274.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -50307.898438 Penalty: 3095.176758
	Iteration 8Q: 3 clusters Score -50307.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -50336.996094 Penalty: 3095.176758
	Iteration 9Q: 3 clusters Score -50337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -50359.628906 Penalty: 3095.176758
	Iteration 10Q: 3 clusters Score -50359.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -50389.195312 Penalty: 3095.176758
	Iteration 11Q: 3 clusters Score -50389.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -50432.371094 Penalty: 3095.176758
	Iteration 12Q: 3 clusters Score -50432.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -50479.105469 Penalty: 3095.176758
	Iteration 13Q: 3 clusters Score -50479.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -50539.578125 Penalty: 3095.176758
	Iteration 14Q: 3 clusters Score -50539.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -50614.902344 Penalty: 3095.176758
	Iteration 15Q: 3 clusters Score -50614.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -50619.566406 Penalty: 3095.176758
	Iteration 16Q: 3 clusters Score -50619.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -50619.566406 Penalty: 3095.176758
	Iteration 17F: 3 clusters Score -50619.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Entering Unmasked Estep 
Score: -481220.000000 Penalty: 2054.118408
	Iteration 0F: 2 clusters Score -481220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -477408.468750 Penalty: 4108.236816
	Iteration 0F: 3 clusters Score -477408.5 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -478234.906250 Penalty: 4108.236816
	Iteration 1F: 3 clusters Score -478234.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -478389.281250 Penalty: 4108.236816
	Iteration 2F: 3 clusters Score -478389.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -478489.187500 Penalty: 4108.236816
	Iteration 3Q: 3 clusters Score -478489.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -478553.062500 Penalty: 4108.236816
	Iteration 4Q: 3 clusters Score -478553.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -478605.843750 Penalty: 4108.236816
	Iteration 5Q: 3 clusters Score -478605.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -478640.125000 Penalty: 4108.236816
	Iteration 6Q: 3 clusters Score -478640.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -478666.250000 Penalty: 4108.236816
	Iteration 7Q: 3 clusters Score -478666.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -478687.718750 Penalty: 4108.236816
	Iteration 8Q: 3 clusters Score -478687.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -478705.062500 Penalty: 4108.236816
	Iteration 9Q: 3 clusters Score -478705.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -478714.031250 Penalty: 4108.236816
	Iteration 10Q: 3 clusters Score -478714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -478722.875000 Penalty: 4108.236816
	Iteration 11Q: 3 clusters Score -478722.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -478729.187500 Penalty: 4108.236816
	Iteration 12Q: 3 clusters Score -478729.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -478737.156250 Penalty: 4108.236816
	Iteration 13Q: 3 clusters Score -478737.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -478743.531250 Penalty: 4108.236816
	Iteration 14Q: 3 clusters Score -478743.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -478747.281250 Penalty: 4108.236816
	Iteration 15Q: 3 clusters Score -478747.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -478749.937500 Penalty: 4108.236816
	Iteration 16Q: 3 clusters Score -478749.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -478754.093750 Penalty: 4108.236816
	Iteration 17Q: 3 clusters Score -478754.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -478756.562500 Penalty: 4108.236816
	Iteration 18Q: 3 clusters Score -478756.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -478760.843750 Penalty: 4108.236816
	Iteration 19Q: 3 clusters Score -478760.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -478764.343750 Penalty: 4108.236816
	Iteration 20F: 3 clusters Score -478764.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -478768.468750 Penalty: 4108.236816
	Iteration 21Q: 3 clusters Score -478768.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -478771.250000 Penalty: 4108.236816
	Iteration 22Q: 3 clusters Score -478771.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -478774.406250 Penalty: 4108.236816
	Iteration 23Q: 3 clusters Score -478774.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -478779.718750 Penalty: 4108.236816
	Iteration 24Q: 3 clusters Score -478779.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -478782.656250 Penalty: 4108.236816
	Iteration 25Q: 3 clusters Score -478782.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -478786.437500 Penalty: 4108.236816
	Iteration 26Q: 3 clusters Score -478786.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -478790.187500 Penalty: 4108.236816
	Iteration 27Q: 3 clusters Score -478790.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -478794.843750 Penalty: 4108.236816
	Iteration 28Q: 3 clusters Score -478794.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -478798.375000 Penalty: 4108.236816
	Iteration 29Q: 3 clusters Score -478798.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -478801.906250 Penalty: 4108.236816
	Iteration 30Q: 3 clusters Score -478801.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -478804.937500 Penalty: 4108.236816
	Iteration 31Q: 3 clusters Score -478804.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -478807.187500 Penalty: 4108.236816
	Iteration 32Q: 3 clusters Score -478807.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -478809.187500 Penalty: 4108.236816
	Iteration 33Q: 3 clusters Score -478809.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -478810.062500 Penalty: 4108.236816
	Iteration 34Q: 3 clusters Score -478810.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -478812.031250 Penalty: 4108.236816
	Iteration 35Q: 3 clusters Score -478812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -478811.750000 Penalty: 4108.236816
	Iteration 36Q: 3 clusters Score -478811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -478812.906250 Penalty: 4108.236816
	Iteration 37Q: 3 clusters Score -478812.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -478813.281250 Penalty: 4108.236816
	Iteration 38Q: 3 clusters Score -478813.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -478813.281250 Penalty: 4108.236816
	Iteration 39F: 3 clusters Score -478813.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Entering Unmasked Estep 
Score: -2281043.000000 Penalty: 2433.179443
	Iteration 0F: 2 clusters Score -2281043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2268103.500000 Penalty: 4866.358887
	Iteration 0F: 3 clusters Score -2268104 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2272498.250000 Penalty: 4866.358887
	Iteration 1F: 3 clusters Score -2272498 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2272858.000000 Penalty: 4866.358887
	Iteration 2F: 3 clusters Score -2272858 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2273124.500000 Penalty: 4866.358887
	Iteration 3Q: 3 clusters Score -2273124 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2273351.500000 Penalty: 4866.358887
	Iteration 4Q: 3 clusters Score -2273352 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2273519.250000 Penalty: 4866.358887
	Iteration 5Q: 3 clusters Score -2273519 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2273658.750000 Penalty: 4866.358887
	Iteration 6Q: 3 clusters Score -2273659 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2273796.000000 Penalty: 4866.358887
	Iteration 7Q: 3 clusters Score -2273796 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2273921.250000 Penalty: 4866.358887
	Iteration 8Q: 3 clusters Score -2273921 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2274063.000000 Penalty: 4866.358887
	Iteration 9Q: 3 clusters Score -2274063 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2274209.000000 Penalty: 4866.358887
	Iteration 10Q: 3 clusters Score -2274209 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2274353.000000 Penalty: 4866.358887
	Iteration 11Q: 3 clusters Score -2274353 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2274493.750000 Penalty: 4866.358887
	Iteration 12Q: 3 clusters Score -2274494 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2274672.000000 Penalty: 4866.358887
	Iteration 13Q: 3 clusters Score -2274672 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2274861.500000 Penalty: 4866.358887
	Iteration 14Q: 3 clusters Score -2274862 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2275065.250000 Penalty: 4866.358887
	Iteration 15Q: 3 clusters Score -2275065 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2275284.250000 Penalty: 4866.358887
	Iteration 16Q: 3 clusters Score -2275284 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2275515.750000 Penalty: 4866.358887
	Iteration 17Q: 3 clusters Score -2275516 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2275759.750000 Penalty: 4866.358887
	Iteration 18Q: 3 clusters Score -2275760 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2276000.500000 Penalty: 4866.358887
	Iteration 19Q: 3 clusters Score -2276000 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2276234.000000 Penalty: 4866.358887
	Iteration 20F: 3 clusters Score -2276234 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2276413.000000 Penalty: 4866.358887
	Iteration 21Q: 3 clusters Score -2276413 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2276587.500000 Penalty: 4866.358887
	Iteration 22Q: 3 clusters Score -2276588 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2276753.750000 Penalty: 4866.358887
	Iteration 23Q: 3 clusters Score -2276754 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2276857.250000 Penalty: 4866.358887
	Iteration 24Q: 3 clusters Score -2276857 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2276934.750000 Penalty: 4866.358887
	Iteration 25Q: 3 clusters Score -2276935 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2277014.250000 Penalty: 4866.358887
	Iteration 26Q: 3 clusters Score -2277014 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2277090.500000 Penalty: 4866.358887
	Iteration 27Q: 3 clusters Score -2277090 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2277144.500000 Penalty: 4866.358887
	Iteration 28Q: 3 clusters Score -2277144 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2277211.250000 Penalty: 4866.358887
	Iteration 29Q: 3 clusters Score -2277211 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2277288.250000 Penalty: 4866.358887
	Iteration 30Q: 3 clusters Score -2277288 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2277351.500000 Penalty: 4866.358887
	Iteration 31Q: 3 clusters Score -2277352 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2277426.000000 Penalty: 4866.358887
	Iteration 32Q: 3 clusters Score -2277426 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2277516.250000 Penalty: 4866.358887
	Iteration 33Q: 3 clusters Score -2277516 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2277611.750000 Penalty: 4866.358887
	Iteration 34Q: 3 clusters Score -2277612 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2277722.750000 Penalty: 4866.358887
	Iteration 35Q: 3 clusters Score -2277723 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2277843.250000 Penalty: 4866.358887
	Iteration 36Q: 3 clusters Score -2277843 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2277983.500000 Penalty: 4866.358887
	Iteration 37Q: 3 clusters Score -2277984 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2278106.750000 Penalty: 4866.358887
	Iteration 38Q: 3 clusters Score -2278107 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2278240.000000 Penalty: 4866.358887
	Iteration 39Q: 3 clusters Score -2278240 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2278360.750000 Penalty: 4866.358887
	Iteration 40F: 3 clusters Score -2278361 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2278494.750000 Penalty: 4866.358887
	Iteration 41Q: 3 clusters Score -2278495 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2278614.250000 Penalty: 4866.358887
	Iteration 42Q: 3 clusters Score -2278614 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2278737.250000 Penalty: 4866.358887
	Iteration 43Q: 3 clusters Score -2278737 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2278815.250000 Penalty: 4866.358887
	Iteration 44Q: 3 clusters Score -2278815 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2278900.750000 Penalty: 4866.358887
	Iteration 45Q: 3 clusters Score -2278901 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2278949.250000 Penalty: 4866.358887
	Iteration 46Q: 3 clusters Score -2278949 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2279014.250000 Penalty: 4866.358887
	Iteration 47Q: 3 clusters Score -2279014 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2279052.000000 Penalty: 4866.358887
	Iteration 48Q: 3 clusters Score -2279052 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2279082.000000 Penalty: 4866.358887
	Iteration 49Q: 3 clusters Score -2279082 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2279104.750000 Penalty: 4866.358887
	Iteration 50Q: 3 clusters Score -2279105 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2279126.500000 Penalty: 4866.358887
	Iteration 51Q: 3 clusters Score -2279126 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2279131.000000 Penalty: 4866.358887
	Iteration 52Q: 3 clusters Score -2279131 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2279145.000000 Penalty: 4866.358887
	Iteration 53Q: 3 clusters Score -2279145 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2279149.500000 Penalty: 4866.358887
	Iteration 54Q: 3 clusters Score -2279150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2279155.500000 Penalty: 4866.358887
	Iteration 55Q: 3 clusters Score -2279156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2279155.500000 Penalty: 4866.358887
	Iteration 56Q: 3 clusters Score -2279156 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2279163.250000 Penalty: 4866.358887
	Iteration 57Q: 3 clusters Score -2279163 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2279172.250000 Penalty: 4866.358887
	Iteration 58Q: 3 clusters Score -2279172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2279179.500000 Penalty: 4866.358887
	Iteration 59Q: 3 clusters Score -2279180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2279182.500000 Penalty: 4866.358887
	Iteration 60F: 3 clusters Score -2279182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2279181.500000 Penalty: 4866.358887
	Iteration 61Q: 3 clusters Score -2279182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2279184.750000 Penalty: 4866.358887
	Iteration 62Q: 3 clusters Score -2279185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2279184.750000 Penalty: 4866.358887
	Iteration 63Q: 3 clusters Score -2279185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2279184.750000 Penalty: 4866.358887
	Iteration 64Q: 3 clusters Score -2279185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2279189.250000 Penalty: 4866.358887
	Iteration 65Q: 3 clusters Score -2279189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2279188.500000 Penalty: 4866.358887
	Iteration 66Q: 3 clusters Score -2279188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2279187.750000 Penalty: 4866.358887
	Iteration 67Q: 3 clusters Score -2279188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2279184.250000 Penalty: 4866.358887
	Iteration 68Q: 3 clusters Score -2279184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2279184.500000 Penalty: 4866.358887
	Iteration 69Q: 3 clusters Score -2279184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2279183.250000 Penalty: 4866.358887
	Iteration 70Q: 3 clusters Score -2279183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2279183.250000 Penalty: 4866.358887
	Iteration 71F: 3 clusters Score -2279183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (275952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275952 members 
Entering Unmasked Estep 
Score: -34224752.000000 Penalty: 3106.939453
	Iteration 0F: 2 clusters Score -3.422475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138406 members 
Mstep: Class 2 contains 137546 members 
Entering Unmasked Estep 
Score: -34052868.000000 Penalty: 6213.878906
	Iteration 0F: 3 clusters Score -3.405287e+07 nChanged 133399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144893 members 
Mstep: Class 2 contains 131059 members 
Entering Unmasked Estep 
Score: -34131084.000000 Penalty: 6213.878906
	Iteration 1F: 3 clusters Score -3.413108e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148733 members 
Mstep: Class 2 contains 127219 members 
Entering Unmasked Estep 
Score: -34132740.000000 Penalty: 6213.878906
	Iteration 2Q: 3 clusters Score -3.413274e+07 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154766 members 
Mstep: Class 2 contains 121186 members 
Entering Unmasked Estep 
Score: -34135344.000000 Penalty: 6213.878906
	Iteration 3Q: 3 clusters Score -3.413534e+07 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164073 members 
Mstep: Class 2 contains 111879 members 
Entering Unmasked Estep 
Score: -34140008.000000 Penalty: 6213.878906
	Iteration 4Q: 3 clusters Score -3.414001e+07 nChanged 14283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177746 members 
Mstep: Class 2 contains 98206 members 
Entering Unmasked Estep 
Score: -34148448.000000 Penalty: 6213.878906
	Iteration 5F: 3 clusters Score -3.414845e+07 nChanged 18277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195473 members 
Mstep: Class 2 contains 80479 members 
Entering Unmasked Estep 
Score: -34160784.000000 Penalty: 6213.878906
	Iteration 6F: 3 clusters Score -3.416078e+07 nChanged 19483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214398 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
Score: -34175440.000000 Penalty: 6213.878906
	Iteration 7F: 3 clusters Score -3.417544e+07 nChanged 16914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230458 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -34188656.000000 Penalty: 6213.878906
	Iteration 8F: 3 clusters Score -3.418866e+07 nChanged 12394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241522 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -34197836.000000 Penalty: 6213.878906
	Iteration 9Q: 3 clusters Score -3.419784e+07 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248805 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -34204196.000000 Penalty: 6213.878906
	Iteration 10Q: 3 clusters Score -3.42042e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253470 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -34208248.000000 Penalty: 6213.878906
	Iteration 11Q: 3 clusters Score -3.420825e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256692 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -34211416.000000 Penalty: 6213.878906
	Iteration 12Q: 3 clusters Score -3.421142e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259005 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -34213192.000000 Penalty: 6213.878906
	Iteration 13Q: 3 clusters Score -3.421319e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260740 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -34214736.000000 Penalty: 6213.878906
	Iteration 14Q: 3 clusters Score -3.421474e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262013 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -34215736.000000 Penalty: 6213.878906
	Iteration 15Q: 3 clusters Score -3.421574e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263043 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -34216488.000000 Penalty: 6213.878906
	Iteration 16Q: 3 clusters Score -3.421649e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263881 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -34217084.000000 Penalty: 6213.878906
	Iteration 17Q: 3 clusters Score -3.421708e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264574 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -34217624.000000 Penalty: 6213.878906
	Iteration 18Q: 3 clusters Score -3.421762e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265189 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -34217836.000000 Penalty: 6213.878906
	Iteration 19Q: 3 clusters Score -3.421784e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265679 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -34218144.000000 Penalty: 6213.878906
	Iteration 20F: 3 clusters Score -3.421814e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266115 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -34218396.000000 Penalty: 6213.878906
	Iteration 21Q: 3 clusters Score -3.42184e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266528 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -34218676.000000 Penalty: 6213.878906
	Iteration 22Q: 3 clusters Score -3.421868e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266888 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -34218832.000000 Penalty: 6213.878906
	Iteration 23Q: 3 clusters Score -3.421883e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267188 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -34218932.000000 Penalty: 6213.878906
	Iteration 24Q: 3 clusters Score -3.421893e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267477 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -34219140.000000 Penalty: 6213.878906
	Iteration 25Q: 3 clusters Score -3.421914e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267726 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -34219196.000000 Penalty: 6213.878906
	Iteration 26Q: 3 clusters Score -3.42192e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267944 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -34219288.000000 Penalty: 6213.878906
	Iteration 27Q: 3 clusters Score -3.421929e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268161 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -34219336.000000 Penalty: 6213.878906
	Iteration 28Q: 3 clusters Score -3.421934e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268357 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -34219500.000000 Penalty: 6213.878906
	Iteration 29Q: 3 clusters Score -3.42195e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268524 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -34219552.000000 Penalty: 6213.878906
	Iteration 30Q: 3 clusters Score -3.421955e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268651 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -34219644.000000 Penalty: 6213.878906
	Iteration 31Q: 3 clusters Score -3.421964e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268786 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -34219780.000000 Penalty: 6213.878906
	Iteration 32Q: 3 clusters Score -3.421978e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268921 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -34219808.000000 Penalty: 6213.878906
	Iteration 33Q: 3 clusters Score -3.421981e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269038 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -34219852.000000 Penalty: 6213.878906
	Iteration 34Q: 3 clusters Score -3.421985e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269161 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -34219884.000000 Penalty: 6213.878906
	Iteration 35Q: 3 clusters Score -3.421988e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269266 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -34219964.000000 Penalty: 6213.878906
	Iteration 36Q: 3 clusters Score -3.421996e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269392 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -34220060.000000 Penalty: 6213.878906
	Iteration 37Q: 3 clusters Score -3.422006e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269518 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -34220112.000000 Penalty: 6213.878906
	Iteration 38Q: 3 clusters Score -3.422011e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269619 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -34220184.000000 Penalty: 6213.878906
	Iteration 39Q: 3 clusters Score -3.422018e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269705 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -34220208.000000 Penalty: 6213.878906
	Iteration 40F: 3 clusters Score -3.422021e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269774 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -34220268.000000 Penalty: 6213.878906
	Iteration 41Q: 3 clusters Score -3.422027e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269818 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -34220316.000000 Penalty: 6213.878906
	Iteration 42Q: 3 clusters Score -3.422032e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269847 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -34220356.000000 Penalty: 6213.878906
	Iteration 43Q: 3 clusters Score -3.422036e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269883 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -34220384.000000 Penalty: 6213.878906
	Iteration 44Q: 3 clusters Score -3.422038e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269917 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -34220400.000000 Penalty: 6213.878906
	Iteration 45Q: 3 clusters Score -3.42204e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269945 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -34220444.000000 Penalty: 6213.878906
	Iteration 46Q: 3 clusters Score -3.422044e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269973 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -34220484.000000 Penalty: 6213.878906
	Iteration 47Q: 3 clusters Score -3.422048e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270003 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -34220484.000000 Penalty: 6213.878906
	Iteration 48Q: 3 clusters Score -3.422048e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270028 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -34220488.000000 Penalty: 6213.878906
	Iteration 49Q: 3 clusters Score -3.422049e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270074 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -34220484.000000 Penalty: 6213.878906
	Iteration 50Q: 3 clusters Score -3.422048e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270117 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -34220532.000000 Penalty: 6213.878906
	Iteration 51Q: 3 clusters Score -3.422053e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270149 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -34220540.000000 Penalty: 6213.878906
	Iteration 52Q: 3 clusters Score -3.422054e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270175 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -34220548.000000 Penalty: 6213.878906
	Iteration 53Q: 3 clusters Score -3.422055e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270208 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -34220596.000000 Penalty: 6213.878906
	Iteration 54Q: 3 clusters Score -3.42206e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270243 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -34220604.000000 Penalty: 6213.878906
	Iteration 55Q: 3 clusters Score -3.42206e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270273 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -34220612.000000 Penalty: 6213.878906
	Iteration 56Q: 3 clusters Score -3.422061e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270297 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -34220616.000000 Penalty: 6213.878906
	Iteration 57Q: 3 clusters Score -3.422062e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270322 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -34220608.000000 Penalty: 6213.878906
	Iteration 58Q: 3 clusters Score -3.422061e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270343 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -34220640.000000 Penalty: 6213.878906
	Iteration 59Q: 3 clusters Score -3.422064e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270371 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -34220660.000000 Penalty: 6213.878906
	Iteration 60F: 3 clusters Score -3.422066e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270391 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -34220684.000000 Penalty: 6213.878906
	Iteration 61Q: 3 clusters Score -3.422068e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270410 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -34220696.000000 Penalty: 6213.878906
	Iteration 62Q: 3 clusters Score -3.42207e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270431 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -34220720.000000 Penalty: 6213.878906
	Iteration 63Q: 3 clusters Score -3.422072e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270446 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -34220712.000000 Penalty: 6213.878906
	Iteration 64Q: 3 clusters Score -3.422071e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270464 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -34220760.000000 Penalty: 6213.878906
	Iteration 65Q: 3 clusters Score -3.422076e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270471 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -34220752.000000 Penalty: 6213.878906
	Iteration 66Q: 3 clusters Score -3.422075e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270478 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -34220756.000000 Penalty: 6213.878906
	Iteration 67Q: 3 clusters Score -3.422076e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270481 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -34220780.000000 Penalty: 6213.878906
	Iteration 68Q: 3 clusters Score -3.422078e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270486 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -34220732.000000 Penalty: 6213.878906
	Iteration 69Q: 3 clusters Score -3.422073e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270503 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -34220756.000000 Penalty: 6213.878906
	Iteration 70Q: 3 clusters Score -3.422076e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270511 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -34220812.000000 Penalty: 6213.878906
	Iteration 71Q: 3 clusters Score -3.422081e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270511 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -34220808.000000 Penalty: 6213.878906
	Iteration 72Q: 3 clusters Score -3.422081e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270526 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -34220820.000000 Penalty: 6213.878906
	Iteration 73Q: 3 clusters Score -3.422082e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270536 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -34220804.000000 Penalty: 6213.878906
	Iteration 74Q: 3 clusters Score -3.42208e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270547 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -34220856.000000 Penalty: 6213.878906
	Iteration 75Q: 3 clusters Score -3.422086e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270564 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -34220856.000000 Penalty: 6213.878906
	Iteration 76Q: 3 clusters Score -3.422086e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270577 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -34220848.000000 Penalty: 6213.878906
	Iteration 77Q: 3 clusters Score -3.422085e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270599 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -34220832.000000 Penalty: 6213.878906
	Iteration 78Q: 3 clusters Score -3.422083e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270609 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -34220856.000000 Penalty: 6213.878906
	Iteration 79Q: 3 clusters Score -3.422086e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270624 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -34220852.000000 Penalty: 6213.878906
	Iteration 80F: 3 clusters Score -3.422085e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270636 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -34220844.000000 Penalty: 6213.878906
	Iteration 81Q: 3 clusters Score -3.422084e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270652 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -34220880.000000 Penalty: 6213.878906
	Iteration 82Q: 3 clusters Score -3.422088e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270667 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -34220884.000000 Penalty: 6213.878906
	Iteration 83Q: 3 clusters Score -3.422088e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270682 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -34220900.000000 Penalty: 6213.878906
	Iteration 84Q: 3 clusters Score -3.42209e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270697 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -34220892.000000 Penalty: 6213.878906
	Iteration 85Q: 3 clusters Score -3.422089e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270720 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -34220920.000000 Penalty: 6213.878906
	Iteration 86Q: 3 clusters Score -3.422092e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270738 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -34220928.000000 Penalty: 6213.878906
	Iteration 87Q: 3 clusters Score -3.422093e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270750 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -34220936.000000 Penalty: 6213.878906
	Iteration 88Q: 3 clusters Score -3.422094e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270762 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -34220968.000000 Penalty: 6213.878906
	Iteration 89Q: 3 clusters Score -3.422097e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270774 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -34220960.000000 Penalty: 6213.878906
	Iteration 90Q: 3 clusters Score -3.422096e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270778 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -34220968.000000 Penalty: 6213.878906
	Iteration 91Q: 3 clusters Score -3.422097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270787 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -34220944.000000 Penalty: 6213.878906
	Iteration 92Q: 3 clusters Score -3.422094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270793 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -34220964.000000 Penalty: 6213.878906
	Iteration 93Q: 3 clusters Score -3.422096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270804 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -34220972.000000 Penalty: 6213.878906
	Iteration 94Q: 3 clusters Score -3.422097e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270810 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -34220976.000000 Penalty: 6213.878906
	Iteration 95Q: 3 clusters Score -3.422098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270811 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -34220968.000000 Penalty: 6213.878906
	Iteration 96Q: 3 clusters Score -3.422097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270813 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -34220948.000000 Penalty: 6213.878906
	Iteration 97Q: 3 clusters Score -3.422095e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270821 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -34220972.000000 Penalty: 6213.878906
	Iteration 98Q: 3 clusters Score -3.422097e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270829 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -34220996.000000 Penalty: 6213.878906
	Iteration 99Q: 3 clusters Score -3.4221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270837 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -34220992.000000 Penalty: 6213.878906
	Iteration 100F: 3 clusters Score -3.422099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270844 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -34221000.000000 Penalty: 6213.878906
	Iteration 101Q: 3 clusters Score -3.4221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270844 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -34221008.000000 Penalty: 6213.878906
	Iteration 102Q: 3 clusters Score -3.422101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270845 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -34221036.000000 Penalty: 6213.878906
	Iteration 103Q: 3 clusters Score -3.422104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270845 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -34221028.000000 Penalty: 6213.878906
	Iteration 104Q: 3 clusters Score -3.422103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270847 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -34221016.000000 Penalty: 6213.878906
	Iteration 105Q: 3 clusters Score -3.422102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270849 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -34221016.000000 Penalty: 6213.878906
	Iteration 106Q: 3 clusters Score -3.422102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270853 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -34221024.000000 Penalty: 6213.878906
	Iteration 107Q: 3 clusters Score -3.422102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270857 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -34221060.000000 Penalty: 6213.878906
	Iteration 108Q: 3 clusters Score -3.422106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270862 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -34221052.000000 Penalty: 6213.878906
	Iteration 109Q: 3 clusters Score -3.422105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270863 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -34221072.000000 Penalty: 6213.878906
	Iteration 110Q: 3 clusters Score -3.422107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270867 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -34221068.000000 Penalty: 6213.878906
	Iteration 111Q: 3 clusters Score -3.422107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270869 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -34221068.000000 Penalty: 6213.878906
	Iteration 112Q: 3 clusters Score -3.422107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270871 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -34221052.000000 Penalty: 6213.878906
	Iteration 113Q: 3 clusters Score -3.422105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270872 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -34221076.000000 Penalty: 6213.878906
	Iteration 114Q: 3 clusters Score -3.422108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270873 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -34221072.000000 Penalty: 6213.878906
	Iteration 115Q: 3 clusters Score -3.422107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270873 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -34221052.000000 Penalty: 6213.878906
	Iteration 116Q: 3 clusters Score -3.422105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270873 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -34221052.000000 Penalty: 6213.878906
	Iteration 117F: 3 clusters Score -3.422105e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (60077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60077 members 
Entering Unmasked Estep 
Score: -7549267.000000 Penalty: 2728.838867
	Iteration 0F: 2 clusters Score -7549267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -7509084.000000 Penalty: 5457.677734
	Iteration 0F: 3 clusters Score -7509084 nChanged 27884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -7524220.500000 Penalty: 5457.677734
	Iteration 1F: 3 clusters Score -7524220 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -7524856.500000 Penalty: 5457.677734
	Iteration 2Q: 3 clusters Score -7524856 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -7525366.500000 Penalty: 5457.677734
	Iteration 3Q: 3 clusters Score -7525366 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -7526062.000000 Penalty: 5457.677734
	Iteration 4Q: 3 clusters Score -7526062 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -7526851.000000 Penalty: 5457.677734
	Iteration 5Q: 3 clusters Score -7526851 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -7527945.000000 Penalty: 5457.677734
	Iteration 6Q: 3 clusters Score -7527945 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -7529356.500000 Penalty: 5457.677734
	Iteration 7Q: 3 clusters Score -7529356 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -7531266.000000 Penalty: 5457.677734
	Iteration 8F: 3 clusters Score -7531266 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -7533708.500000 Penalty: 5457.677734
	Iteration 9F: 3 clusters Score -7533708 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -7536735.000000 Penalty: 5457.677734
	Iteration 10F: 3 clusters Score -7536735 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -7539766.500000 Penalty: 5457.677734
	Iteration 11F: 3 clusters Score -7539766 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -7541920.000000 Penalty: 5457.677734
	Iteration 12Q: 3 clusters Score -7541920 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -7543122.000000 Penalty: 5457.677734
	Iteration 13Q: 3 clusters Score -7543122 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
Score: -7543904.500000 Penalty: 5457.677734
	Iteration 14Q: 3 clusters Score -7543904 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -7544456.500000 Penalty: 5457.677734
	Iteration 15Q: 3 clusters Score -7544456 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -7544831.500000 Penalty: 5457.677734
	Iteration 16Q: 3 clusters Score -7544832 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -7545161.500000 Penalty: 5457.677734
	Iteration 17Q: 3 clusters Score -7545162 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -7545484.500000 Penalty: 5457.677734
	Iteration 18Q: 3 clusters Score -7545484 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 51194 members 
Entering Unmasked Estep 
Score: -7545696.500000 Penalty: 5457.677734
	Iteration 19Q: 3 clusters Score -7545696 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -7545847.500000 Penalty: 5457.677734
	Iteration 20F: 3 clusters Score -7545848 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -7545969.500000 Penalty: 5457.677734
	Iteration 21Q: 3 clusters Score -7545970 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -7546162.500000 Penalty: 5457.677734
	Iteration 22Q: 3 clusters Score -7546162 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -7546316.000000 Penalty: 5457.677734
	Iteration 23Q: 3 clusters Score -7546316 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -7546424.500000 Penalty: 5457.677734
	Iteration 24Q: 3 clusters Score -7546424 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -7546520.000000 Penalty: 5457.677734
	Iteration 25Q: 3 clusters Score -7546520 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -7546665.000000 Penalty: 5457.677734
	Iteration 26Q: 3 clusters Score -7546665 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -7546754.000000 Penalty: 5457.677734
	Iteration 27Q: 3 clusters Score -7546754 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -7546873.000000 Penalty: 5457.677734
	Iteration 28Q: 3 clusters Score -7546873 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
Score: -7546992.000000 Penalty: 5457.677734
	Iteration 29Q: 3 clusters Score -7546992 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -7547093.000000 Penalty: 5457.677734
	Iteration 30Q: 3 clusters Score -7547093 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -7547162.500000 Penalty: 5457.677734
	Iteration 31Q: 3 clusters Score -7547162 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 56048 members 
Entering Unmasked Estep 
Score: -7547231.000000 Penalty: 5457.677734
	Iteration 32Q: 3 clusters Score -7547231 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 56201 members 
Entering Unmasked Estep 
Score: -7547283.500000 Penalty: 5457.677734
	Iteration 33Q: 3 clusters Score -7547284 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 56328 members 
Entering Unmasked Estep 
Score: -7547307.000000 Penalty: 5457.677734
	Iteration 34Q: 3 clusters Score -7547307 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -7547349.500000 Penalty: 5457.677734
	Iteration 35Q: 3 clusters Score -7547350 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 56546 members 
Entering Unmasked Estep 
Score: -7547362.500000 Penalty: 5457.677734
	Iteration 36Q: 3 clusters Score -7547362 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -7547384.500000 Penalty: 5457.677734
	Iteration 37Q: 3 clusters Score -7547384 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -7547411.000000 Penalty: 5457.677734
	Iteration 38Q: 3 clusters Score -7547411 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 56801 members 
Entering Unmasked Estep 
Score: -7547436.500000 Penalty: 5457.677734
	Iteration 39Q: 3 clusters Score -7547436 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -7547457.000000 Penalty: 5457.677734
	Iteration 40F: 3 clusters Score -7547457 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 56963 members 
Entering Unmasked Estep 
Score: -7547481.500000 Penalty: 5457.677734
	Iteration 41Q: 3 clusters Score -7547482 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -7547510.500000 Penalty: 5457.677734
	Iteration 42Q: 3 clusters Score -7547510 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 57093 members 
Entering Unmasked Estep 
Score: -7547515.000000 Penalty: 5457.677734
	Iteration 43Q: 3 clusters Score -7547515 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 57151 members 
Entering Unmasked Estep 
Score: -7547528.000000 Penalty: 5457.677734
	Iteration 44Q: 3 clusters Score -7547528 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -7547554.500000 Penalty: 5457.677734
	Iteration 45Q: 3 clusters Score -7547554 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 57263 members 
Entering Unmasked Estep 
Score: -7547588.500000 Penalty: 5457.677734
	Iteration 46Q: 3 clusters Score -7547588 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 57309 members 
Entering Unmasked Estep 
Score: -7547588.000000 Penalty: 5457.677734
	Iteration 47Q: 3 clusters Score -7547588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -7547594.500000 Penalty: 5457.677734
	Iteration 48Q: 3 clusters Score -7547594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
Score: -7547598.500000 Penalty: 5457.677734
	Iteration 49Q: 3 clusters Score -7547598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 57408 members 
Entering Unmasked Estep 
Score: -7547603.000000 Penalty: 5457.677734
	Iteration 50Q: 3 clusters Score -7547603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 57432 members 
Entering Unmasked Estep 
Score: -7547608.000000 Penalty: 5457.677734
	Iteration 51Q: 3 clusters Score -7547608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
Score: -7547609.000000 Penalty: 5457.677734
	Iteration 52Q: 3 clusters Score -7547609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
Score: -7547625.000000 Penalty: 5457.677734
	Iteration 53Q: 3 clusters Score -7547625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -7547632.000000 Penalty: 5457.677734
	Iteration 54Q: 3 clusters Score -7547632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 57519 members 
Entering Unmasked Estep 
Score: -7547645.000000 Penalty: 5457.677734
	Iteration 55Q: 3 clusters Score -7547645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 57537 members 
Entering Unmasked Estep 
Score: -7547638.000000 Penalty: 5457.677734
	Iteration 56Q: 3 clusters Score -7547638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 57557 members 
Entering Unmasked Estep 
Score: -7547655.000000 Penalty: 5457.677734
	Iteration 57Q: 3 clusters Score -7547655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 57571 members 
Entering Unmasked Estep 
Score: -7547659.500000 Penalty: 5457.677734
	Iteration 58Q: 3 clusters Score -7547660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 57588 members 
Entering Unmasked Estep 
Score: -7547656.500000 Penalty: 5457.677734
	Iteration 59Q: 3 clusters Score -7547656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 57603 members 
Entering Unmasked Estep 
Score: -7547669.000000 Penalty: 5457.677734
	Iteration 60F: 3 clusters Score -7547669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 57615 members 
Entering Unmasked Estep 
Score: -7547662.000000 Penalty: 5457.677734
	Iteration 61Q: 3 clusters Score -7547662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 57631 members 
Entering Unmasked Estep 
Score: -7547656.000000 Penalty: 5457.677734
	Iteration 62Q: 3 clusters Score -7547656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -7547663.500000 Penalty: 5457.677734
	Iteration 63Q: 3 clusters Score -7547664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 57665 members 
Entering Unmasked Estep 
Score: -7547677.500000 Penalty: 5457.677734
	Iteration 64Q: 3 clusters Score -7547678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -7547681.500000 Penalty: 5457.677734
	Iteration 65Q: 3 clusters Score -7547682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 57692 members 
Entering Unmasked Estep 
Score: -7547673.500000 Penalty: 5457.677734
	Iteration 66Q: 3 clusters Score -7547674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -7547673.000000 Penalty: 5457.677734
	Iteration 67Q: 3 clusters Score -7547673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 57713 members 
Entering Unmasked Estep 
Score: -7547670.500000 Penalty: 5457.677734
	Iteration 68Q: 3 clusters Score -7547670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -7547674.500000 Penalty: 5457.677734
	Iteration 69Q: 3 clusters Score -7547674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 57721 members 
Entering Unmasked Estep 
Score: -7547670.000000 Penalty: 5457.677734
	Iteration 70Q: 3 clusters Score -7547670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -7547671.000000 Penalty: 5457.677734
	Iteration 71Q: 3 clusters Score -7547671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 57725 members 
Entering Unmasked Estep 
Score: -7547669.500000 Penalty: 5457.677734
	Iteration 72Q: 3 clusters Score -7547670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 57724 members 
Entering Unmasked Estep 
Score: -7547669.500000 Penalty: 5457.677734
	Iteration 73Q: 3 clusters Score -7547670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 57724 members 
Entering Unmasked Estep 
Score: -7547669.500000 Penalty: 5457.677734
	Iteration 74F: 3 clusters Score -7547670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Entering Unmasked Estep 
Score: -3041869.250000 Penalty: 2534.183350
	Iteration 0F: 2 clusters Score -3041869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -3023057.250000 Penalty: 5068.366699
	Iteration 0F: 3 clusters Score -3023057 nChanged 12271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -3030045.250000 Penalty: 5068.366699
	Iteration 1F: 3 clusters Score -3030045 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3030807.500000 Penalty: 5068.366699
	Iteration 2F: 3 clusters Score -3030808 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -3031595.750000 Penalty: 5068.366699
	Iteration 3F: 3 clusters Score -3031596 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -3032307.250000 Penalty: 5068.366699
	Iteration 4F: 3 clusters Score -3032307 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -3032948.000000 Penalty: 5068.366699
	Iteration 5F: 3 clusters Score -3032948 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -3033555.500000 Penalty: 5068.366699
	Iteration 6Q: 3 clusters Score -3033556 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -3034051.000000 Penalty: 5068.366699
	Iteration 7Q: 3 clusters Score -3034051 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -3034438.250000 Penalty: 5068.366699
	Iteration 8Q: 3 clusters Score -3034438 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -3034785.000000 Penalty: 5068.366699
	Iteration 9Q: 3 clusters Score -3034785 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -3035046.250000 Penalty: 5068.366699
	Iteration 10Q: 3 clusters Score -3035046 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3035287.000000 Penalty: 5068.366699
	Iteration 11Q: 3 clusters Score -3035287 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -3035491.750000 Penalty: 5068.366699
	Iteration 12Q: 3 clusters Score -3035492 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3035700.500000 Penalty: 5068.366699
	Iteration 13Q: 3 clusters Score -3035700 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -3035894.500000 Penalty: 5068.366699
	Iteration 14Q: 3 clusters Score -3035894 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -3036045.500000 Penalty: 5068.366699
	Iteration 15Q: 3 clusters Score -3036046 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -3036236.750000 Penalty: 5068.366699
	Iteration 16Q: 3 clusters Score -3036237 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3036407.000000 Penalty: 5068.366699
	Iteration 17Q: 3 clusters Score -3036407 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -3036579.500000 Penalty: 5068.366699
	Iteration 18Q: 3 clusters Score -3036580 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -3036720.750000 Penalty: 5068.366699
	Iteration 19Q: 3 clusters Score -3036721 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -3036849.750000 Penalty: 5068.366699
	Iteration 20F: 3 clusters Score -3036850 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -3036944.750000 Penalty: 5068.366699
	Iteration 21Q: 3 clusters Score -3036945 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -3037051.750000 Penalty: 5068.366699
	Iteration 22Q: 3 clusters Score -3037052 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -3037091.000000 Penalty: 5068.366699
	Iteration 23Q: 3 clusters Score -3037091 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -3037134.750000 Penalty: 5068.366699
	Iteration 24Q: 3 clusters Score -3037135 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -3037162.000000 Penalty: 5068.366699
	Iteration 25Q: 3 clusters Score -3037162 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3037197.750000 Penalty: 5068.366699
	Iteration 26Q: 3 clusters Score -3037198 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -3037205.250000 Penalty: 5068.366699
	Iteration 27Q: 3 clusters Score -3037205 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -3037224.750000 Penalty: 5068.366699
	Iteration 28Q: 3 clusters Score -3037225 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -3037242.750000 Penalty: 5068.366699
	Iteration 29Q: 3 clusters Score -3037243 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -3037249.500000 Penalty: 5068.366699
	Iteration 30Q: 3 clusters Score -3037250 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3037272.000000 Penalty: 5068.366699
	Iteration 31Q: 3 clusters Score -3037272 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -3037295.250000 Penalty: 5068.366699
	Iteration 32Q: 3 clusters Score -3037295 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -3037327.000000 Penalty: 5068.366699
	Iteration 33Q: 3 clusters Score -3037327 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -3037353.250000 Penalty: 5068.366699
	Iteration 34Q: 3 clusters Score -3037353 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -3037373.250000 Penalty: 5068.366699
	Iteration 35Q: 3 clusters Score -3037373 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -3037398.000000 Penalty: 5068.366699
	Iteration 36Q: 3 clusters Score -3037398 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3037422.500000 Penalty: 5068.366699
	Iteration 37Q: 3 clusters Score -3037422 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -3037451.500000 Penalty: 5068.366699
	Iteration 38Q: 3 clusters Score -3037452 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -3037478.750000 Penalty: 5068.366699
	Iteration 39Q: 3 clusters Score -3037479 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -3037507.500000 Penalty: 5068.366699
	Iteration 40F: 3 clusters Score -3037508 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -3037563.500000 Penalty: 5068.366699
	Iteration 41Q: 3 clusters Score -3037564 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -3037603.000000 Penalty: 5068.366699
	Iteration 42Q: 3 clusters Score -3037603 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -3037675.250000 Penalty: 5068.366699
	Iteration 43Q: 3 clusters Score -3037675 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -3037734.750000 Penalty: 5068.366699
	Iteration 44Q: 3 clusters Score -3037735 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -3037807.000000 Penalty: 5068.366699
	Iteration 45Q: 3 clusters Score -3037807 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -3037888.500000 Penalty: 5068.366699
	Iteration 46Q: 3 clusters Score -3037888 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -3038006.250000 Penalty: 5068.366699
	Iteration 47Q: 3 clusters Score -3038006 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -3038127.500000 Penalty: 5068.366699
	Iteration 48Q: 3 clusters Score -3038128 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -3038278.250000 Penalty: 5068.366699
	Iteration 49Q: 3 clusters Score -3038278 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -3038496.500000 Penalty: 5068.366699
	Iteration 50Q: 3 clusters Score -3038496 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -3038705.000000 Penalty: 5068.366699
	Iteration 51Q: 3 clusters Score -3038705 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -3038931.250000 Penalty: 5068.366699
	Iteration 52Q: 3 clusters Score -3038931 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -3039142.250000 Penalty: 5068.366699
	Iteration 53Q: 3 clusters Score -3039142 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -3039351.000000 Penalty: 5068.366699
	Iteration 54Q: 3 clusters Score -3039351 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -3039530.000000 Penalty: 5068.366699
	Iteration 55Q: 3 clusters Score -3039530 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -3039671.000000 Penalty: 5068.366699
	Iteration 56Q: 3 clusters Score -3039671 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -3039772.500000 Penalty: 5068.366699
	Iteration 57Q: 3 clusters Score -3039772 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -3039855.250000 Penalty: 5068.366699
	Iteration 58Q: 3 clusters Score -3039855 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -3039934.000000 Penalty: 5068.366699
	Iteration 59Q: 3 clusters Score -3039934 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -3039998.500000 Penalty: 5068.366699
	Iteration 60F: 3 clusters Score -3039998 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -3040039.500000 Penalty: 5068.366699
	Iteration 61Q: 3 clusters Score -3040040 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -3040087.500000 Penalty: 5068.366699
	Iteration 62Q: 3 clusters Score -3040088 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -3040124.500000 Penalty: 5068.366699
	Iteration 63Q: 3 clusters Score -3040124 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -3040151.000000 Penalty: 5068.366699
	Iteration 64Q: 3 clusters Score -3040151 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -3040184.250000 Penalty: 5068.366699
	Iteration 65Q: 3 clusters Score -3040184 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -3040202.250000 Penalty: 5068.366699
	Iteration 66Q: 3 clusters Score -3040202 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3040241.000000 Penalty: 5068.366699
	Iteration 67Q: 3 clusters Score -3040241 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3040278.000000 Penalty: 5068.366699
	Iteration 68Q: 3 clusters Score -3040278 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -3040299.500000 Penalty: 5068.366699
	Iteration 69Q: 3 clusters Score -3040300 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -3040325.750000 Penalty: 5068.366699
	Iteration 70Q: 3 clusters Score -3040326 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3040360.500000 Penalty: 5068.366699
	Iteration 71Q: 3 clusters Score -3040360 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -3040387.750000 Penalty: 5068.366699
	Iteration 72Q: 3 clusters Score -3040388 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3040414.000000 Penalty: 5068.366699
	Iteration 73Q: 3 clusters Score -3040414 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3040448.000000 Penalty: 5068.366699
	Iteration 74Q: 3 clusters Score -3040448 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3040470.250000 Penalty: 5068.366699
	Iteration 75Q: 3 clusters Score -3040470 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3040497.500000 Penalty: 5068.366699
	Iteration 76Q: 3 clusters Score -3040498 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3040528.500000 Penalty: 5068.366699
	Iteration 77Q: 3 clusters Score -3040528 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3040550.500000 Penalty: 5068.366699
	Iteration 78Q: 3 clusters Score -3040550 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3040568.250000 Penalty: 5068.366699
	Iteration 79Q: 3 clusters Score -3040568 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3040599.750000 Penalty: 5068.366699
	Iteration 80F: 3 clusters Score -3040600 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3040635.250000 Penalty: 5068.366699
	Iteration 81Q: 3 clusters Score -3040635 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3040675.750000 Penalty: 5068.366699
	Iteration 82Q: 3 clusters Score -3040676 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3040733.750000 Penalty: 5068.366699
	Iteration 83Q: 3 clusters Score -3040734 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3040778.500000 Penalty: 5068.366699
	Iteration 84Q: 3 clusters Score -3040778 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3040819.500000 Penalty: 5068.366699
	Iteration 85Q: 3 clusters Score -3040820 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3040857.750000 Penalty: 5068.366699
	Iteration 86Q: 3 clusters Score -3040858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3040880.250000 Penalty: 5068.366699
	Iteration 87Q: 3 clusters Score -3040880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3040893.500000 Penalty: 5068.366699
	Iteration 88Q: 3 clusters Score -3040894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3040905.000000 Penalty: 5068.366699
	Iteration 89Q: 3 clusters Score -3040905 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3040910.000000 Penalty: 5068.366699
	Iteration 90Q: 3 clusters Score -3040910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3040921.000000 Penalty: 5068.366699
	Iteration 91Q: 3 clusters Score -3040921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3040931.500000 Penalty: 5068.366699
	Iteration 92Q: 3 clusters Score -3040932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3040929.250000 Penalty: 5068.366699
	Iteration 93Q: 3 clusters Score -3040929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3040934.500000 Penalty: 5068.366699
	Iteration 94Q: 3 clusters Score -3040934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3040943.750000 Penalty: 5068.366699
	Iteration 95Q: 3 clusters Score -3040944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3040939.000000 Penalty: 5068.366699
	Iteration 96Q: 3 clusters Score -3040939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3040946.000000 Penalty: 5068.366699
	Iteration 97Q: 3 clusters Score -3040946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3040949.000000 Penalty: 5068.366699
	Iteration 98Q: 3 clusters Score -3040949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3040947.500000 Penalty: 5068.366699
	Iteration 99Q: 3 clusters Score -3040948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3040950.000000 Penalty: 5068.366699
	Iteration 100F: 3 clusters Score -3040950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3040951.250000 Penalty: 5068.366699
	Iteration 101Q: 3 clusters Score -3040951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3040948.250000 Penalty: 5068.366699
	Iteration 102Q: 3 clusters Score -3040948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3040947.000000 Penalty: 5068.366699
	Iteration 103Q: 3 clusters Score -3040947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3040947.000000 Penalty: 5068.366699
	Iteration 104F: 3 clusters Score -3040947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Entering Unmasked Estep 
Score: -483062.312500 Penalty: 2065.395996
	Iteration 0F: 2 clusters Score -483062.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -479090.906250 Penalty: 4130.791992
	Iteration 0F: 3 clusters Score -479090.9 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -479972.187500 Penalty: 4130.791992
	Iteration 1F: 3 clusters Score -479972.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -480146.718750 Penalty: 4130.791992
	Iteration 2F: 3 clusters Score -480146.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -480244.406250 Penalty: 4130.791992
	Iteration 3Q: 3 clusters Score -480244.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -480327.125000 Penalty: 4130.791992
	Iteration 4Q: 3 clusters Score -480327.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -480389.781250 Penalty: 4130.791992
	Iteration 5Q: 3 clusters Score -480389.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -480449.906250 Penalty: 4130.791992
	Iteration 6Q: 3 clusters Score -480449.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -480502.562500 Penalty: 4130.791992
	Iteration 7Q: 3 clusters Score -480502.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -480554.062500 Penalty: 4130.791992
	Iteration 8Q: 3 clusters Score -480554.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -480620.375000 Penalty: 4130.791992
	Iteration 9Q: 3 clusters Score -480620.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -480685.843750 Penalty: 4130.791992
	Iteration 10Q: 3 clusters Score -480685.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -480754.937500 Penalty: 4130.791992
	Iteration 11Q: 3 clusters Score -480754.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -480832.562500 Penalty: 4130.791992
	Iteration 12Q: 3 clusters Score -480832.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -480905.500000 Penalty: 4130.791992
	Iteration 13Q: 3 clusters Score -480905.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -481003.187500 Penalty: 4130.791992
	Iteration 14Q: 3 clusters Score -481003.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -481105.343750 Penalty: 4130.791992
	Iteration 15Q: 3 clusters Score -481105.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -481230.406250 Penalty: 4130.791992
	Iteration 16Q: 3 clusters Score -481230.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -481373.093750 Penalty: 4130.791992
	Iteration 17Q: 3 clusters Score -481373.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -481506.656250 Penalty: 4130.791992
	Iteration 18Q: 3 clusters Score -481506.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -481642.906250 Penalty: 4130.791992
	Iteration 19Q: 3 clusters Score -481642.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -481752.343750 Penalty: 4130.791992
	Iteration 20F: 3 clusters Score -481752.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -481849.187500 Penalty: 4130.791992
	Iteration 21Q: 3 clusters Score -481849.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -481907.968750 Penalty: 4130.791992
	Iteration 22Q: 3 clusters Score -481908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -481947.093750 Penalty: 4130.791992
	Iteration 23Q: 3 clusters Score -481947.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -481977.906250 Penalty: 4130.791992
	Iteration 24Q: 3 clusters Score -481977.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -481996.218750 Penalty: 4130.791992
	Iteration 25Q: 3 clusters Score -481996.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -482008.500000 Penalty: 4130.791992
	Iteration 26Q: 3 clusters Score -482008.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -482016.125000 Penalty: 4130.791992
	Iteration 27Q: 3 clusters Score -482016.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -482019.062500 Penalty: 4130.791992
	Iteration 28Q: 3 clusters Score -482019.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -482022.187500 Penalty: 4130.791992
	Iteration 29Q: 3 clusters Score -482022.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -482028.375000 Penalty: 4130.791992
	Iteration 30Q: 3 clusters Score -482028.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -482034.468750 Penalty: 4130.791992
	Iteration 31Q: 3 clusters Score -482034.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -482039.031250 Penalty: 4130.791992
	Iteration 32Q: 3 clusters Score -482039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -482041.187500 Penalty: 4130.791992
	Iteration 33Q: 3 clusters Score -482041.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -482044.125000 Penalty: 4130.791992
	Iteration 34Q: 3 clusters Score -482044.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -482046.156250 Penalty: 4130.791992
	Iteration 35Q: 3 clusters Score -482046.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -482046.125000 Penalty: 4130.791992
	Iteration 36Q: 3 clusters Score -482046.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -482046.125000 Penalty: 4130.791992
	Iteration 37F: 3 clusters Score -482046.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Entering Unmasked Estep 
Score: -3677815.750000 Penalty: 2557.569092
	Iteration 0F: 2 clusters Score -3677816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -3657169.500000 Penalty: 5115.138184
	Iteration 0F: 3 clusters Score -3657170 nChanged 13554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -3664424.000000 Penalty: 5115.138184
	Iteration 1F: 3 clusters Score -3664424 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -3664878.750000 Penalty: 5115.138184
	Iteration 2Q: 3 clusters Score -3664879 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3665274.500000 Penalty: 5115.138184
	Iteration 3Q: 3 clusters Score -3665274 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3665624.250000 Penalty: 5115.138184
	Iteration 4Q: 3 clusters Score -3665624 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -3666009.000000 Penalty: 5115.138184
	Iteration 5Q: 3 clusters Score -3666009 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3666399.750000 Penalty: 5115.138184
	Iteration 6Q: 3 clusters Score -3666400 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -3666832.750000 Penalty: 5115.138184
	Iteration 7Q: 3 clusters Score -3666833 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -3667272.250000 Penalty: 5115.138184
	Iteration 8Q: 3 clusters Score -3667272 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -3667786.000000 Penalty: 5115.138184
	Iteration 9Q: 3 clusters Score -3667786 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -3668418.250000 Penalty: 5115.138184
	Iteration 10Q: 3 clusters Score -3668418 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -3669122.250000 Penalty: 5115.138184
	Iteration 11Q: 3 clusters Score -3669122 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -3669945.500000 Penalty: 5115.138184
	Iteration 12Q: 3 clusters Score -3669946 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -3670820.750000 Penalty: 5115.138184
	Iteration 13Q: 3 clusters Score -3670821 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -3671827.750000 Penalty: 5115.138184
	Iteration 14Q: 3 clusters Score -3671828 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -3672757.750000 Penalty: 5115.138184
	Iteration 15Q: 3 clusters Score -3672758 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -3673539.250000 Penalty: 5115.138184
	Iteration 16Q: 3 clusters Score -3673539 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3674164.250000 Penalty: 5115.138184
	Iteration 17Q: 3 clusters Score -3674164 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3674604.250000 Penalty: 5115.138184
	Iteration 18Q: 3 clusters Score -3674604 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -3674856.250000 Penalty: 5115.138184
	Iteration 19Q: 3 clusters Score -3674856 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3675007.250000 Penalty: 5115.138184
	Iteration 20F: 3 clusters Score -3675007 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3675117.250000 Penalty: 5115.138184
	Iteration 21Q: 3 clusters Score -3675117 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3675172.500000 Penalty: 5115.138184
	Iteration 22Q: 3 clusters Score -3675172 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3675224.250000 Penalty: 5115.138184
	Iteration 23Q: 3 clusters Score -3675224 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3675249.000000 Penalty: 5115.138184
	Iteration 24Q: 3 clusters Score -3675249 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3675290.000000 Penalty: 5115.138184
	Iteration 25Q: 3 clusters Score -3675290 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3675318.750000 Penalty: 5115.138184
	Iteration 26Q: 3 clusters Score -3675319 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3675354.750000 Penalty: 5115.138184
	Iteration 27Q: 3 clusters Score -3675355 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3675385.750000 Penalty: 5115.138184
	Iteration 28Q: 3 clusters Score -3675386 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3675402.500000 Penalty: 5115.138184
	Iteration 29Q: 3 clusters Score -3675402 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3675440.000000 Penalty: 5115.138184
	Iteration 30Q: 3 clusters Score -3675440 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3675458.750000 Penalty: 5115.138184
	Iteration 31Q: 3 clusters Score -3675459 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3675490.750000 Penalty: 5115.138184
	Iteration 32Q: 3 clusters Score -3675491 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3675500.750000 Penalty: 5115.138184
	Iteration 33Q: 3 clusters Score -3675501 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3675499.250000 Penalty: 5115.138184
	Iteration 34Q: 3 clusters Score -3675499 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3675513.500000 Penalty: 5115.138184
	Iteration 35Q: 3 clusters Score -3675514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3675517.750000 Penalty: 5115.138184
	Iteration 36Q: 3 clusters Score -3675518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3675516.250000 Penalty: 5115.138184
	Iteration 37Q: 3 clusters Score -3675516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3675520.000000 Penalty: 5115.138184
	Iteration 38Q: 3 clusters Score -3675520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3675528.000000 Penalty: 5115.138184
	Iteration 39Q: 3 clusters Score -3675528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3675531.000000 Penalty: 5115.138184
	Iteration 40F: 3 clusters Score -3675531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3675536.250000 Penalty: 5115.138184
	Iteration 41Q: 3 clusters Score -3675536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3675535.500000 Penalty: 5115.138184
	Iteration 42Q: 3 clusters Score -3675536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3675534.000000 Penalty: 5115.138184
	Iteration 43Q: 3 clusters Score -3675534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3675533.500000 Penalty: 5115.138184
	Iteration 44Q: 3 clusters Score -3675534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3675535.000000 Penalty: 5115.138184
	Iteration 45Q: 3 clusters Score -3675535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3675535.250000 Penalty: 5115.138184
	Iteration 46Q: 3 clusters Score -3675535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3675534.250000 Penalty: 5115.138184
	Iteration 47Q: 3 clusters Score -3675534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3675537.000000 Penalty: 5115.138184
	Iteration 48Q: 3 clusters Score -3675537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3675540.000000 Penalty: 5115.138184
	Iteration 49Q: 3 clusters Score -3675540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3675545.000000 Penalty: 5115.138184
	Iteration 50Q: 3 clusters Score -3675545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3675547.500000 Penalty: 5115.138184
	Iteration 51Q: 3 clusters Score -3675548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3675549.750000 Penalty: 5115.138184
	Iteration 52Q: 3 clusters Score -3675550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3675552.750000 Penalty: 5115.138184
	Iteration 53Q: 3 clusters Score -3675553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3675552.750000 Penalty: 5115.138184
	Iteration 54Q: 3 clusters Score -3675553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3675553.750000 Penalty: 5115.138184
	Iteration 55Q: 3 clusters Score -3675554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3675553.500000 Penalty: 5115.138184
	Iteration 56Q: 3 clusters Score -3675554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3675554.000000 Penalty: 5115.138184
	Iteration 57Q: 3 clusters Score -3675554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3675556.250000 Penalty: 5115.138184
	Iteration 58Q: 3 clusters Score -3675556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3675554.750000 Penalty: 5115.138184
	Iteration 59Q: 3 clusters Score -3675555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3675556.000000 Penalty: 5115.138184
	Iteration 60F: 3 clusters Score -3675556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3675556.500000 Penalty: 5115.138184
	Iteration 61Q: 3 clusters Score -3675556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3675561.000000 Penalty: 5115.138184
	Iteration 62Q: 3 clusters Score -3675561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3675557.750000 Penalty: 5115.138184
	Iteration 63Q: 3 clusters Score -3675558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3675563.250000 Penalty: 5115.138184
	Iteration 64Q: 3 clusters Score -3675563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3675568.750000 Penalty: 5115.138184
	Iteration 65Q: 3 clusters Score -3675569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3675571.500000 Penalty: 5115.138184
	Iteration 66Q: 3 clusters Score -3675572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3675571.000000 Penalty: 5115.138184
	Iteration 67Q: 3 clusters Score -3675571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3675579.000000 Penalty: 5115.138184
	Iteration 68Q: 3 clusters Score -3675579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3675574.250000 Penalty: 5115.138184
	Iteration 69Q: 3 clusters Score -3675574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3675576.500000 Penalty: 5115.138184
	Iteration 70Q: 3 clusters Score -3675576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3675580.250000 Penalty: 5115.138184
	Iteration 71Q: 3 clusters Score -3675580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3675576.250000 Penalty: 5115.138184
	Iteration 72Q: 3 clusters Score -3675576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3675579.500000 Penalty: 5115.138184
	Iteration 73Q: 3 clusters Score -3675580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3675581.000000 Penalty: 5115.138184
	Iteration 74Q: 3 clusters Score -3675581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3675580.000000 Penalty: 5115.138184
	Iteration 75Q: 3 clusters Score -3675580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3675584.750000 Penalty: 5115.138184
	Iteration 76Q: 3 clusters Score -3675585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3675586.750000 Penalty: 5115.138184
	Iteration 77Q: 3 clusters Score -3675587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3675591.000000 Penalty: 5115.138184
	Iteration 78Q: 3 clusters Score -3675591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3675591.000000 Penalty: 5115.138184
	Iteration 79Q: 3 clusters Score -3675591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3675596.500000 Penalty: 5115.138184
	Iteration 80F: 3 clusters Score -3675596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3675603.750000 Penalty: 5115.138184
	Iteration 81Q: 3 clusters Score -3675604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3675601.000000 Penalty: 5115.138184
	Iteration 82Q: 3 clusters Score -3675601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3675599.750000 Penalty: 5115.138184
	Iteration 83Q: 3 clusters Score -3675600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3675601.500000 Penalty: 5115.138184
	Iteration 84Q: 3 clusters Score -3675602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3675600.750000 Penalty: 5115.138184
	Iteration 85Q: 3 clusters Score -3675601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3675596.750000 Penalty: 5115.138184
	Iteration 86Q: 3 clusters Score -3675597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3675595.500000 Penalty: 5115.138184
	Iteration 87Q: 3 clusters Score -3675596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3675603.000000 Penalty: 5115.138184
	Iteration 88Q: 3 clusters Score -3675603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3675607.250000 Penalty: 5115.138184
	Iteration 89Q: 3 clusters Score -3675607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3675611.250000 Penalty: 5115.138184
	Iteration 90Q: 3 clusters Score -3675611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3675612.000000 Penalty: 5115.138184
	Iteration 91Q: 3 clusters Score -3675612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3675614.250000 Penalty: 5115.138184
	Iteration 92Q: 3 clusters Score -3675614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3675614.500000 Penalty: 5115.138184
	Iteration 93Q: 3 clusters Score -3675614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3675615.750000 Penalty: 5115.138184
	Iteration 94Q: 3 clusters Score -3675616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3675619.500000 Penalty: 5115.138184
	Iteration 95Q: 3 clusters Score -3675620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3675620.000000 Penalty: 5115.138184
	Iteration 96Q: 3 clusters Score -3675620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3675624.000000 Penalty: 5115.138184
	Iteration 97Q: 3 clusters Score -3675624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3675626.000000 Penalty: 5115.138184
	Iteration 98Q: 3 clusters Score -3675626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3675627.750000 Penalty: 5115.138184
	Iteration 99Q: 3 clusters Score -3675628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3675628.500000 Penalty: 5115.138184
	Iteration 100F: 3 clusters Score -3675628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3675626.250000 Penalty: 5115.138184
	Iteration 101Q: 3 clusters Score -3675626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3675625.500000 Penalty: 5115.138184
	Iteration 102Q: 3 clusters Score -3675626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3675625.500000 Penalty: 5115.138184
	Iteration 103F: 3 clusters Score -3675626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Entering Unmasked Estep 
Score: -1723307.625000 Penalty: 2375.112061
	Iteration 0F: 2 clusters Score -1723308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1712779.250000 Penalty: 4750.224121
	Iteration 0F: 3 clusters Score -1712779 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1716193.500000 Penalty: 4750.224121
	Iteration 1F: 3 clusters Score -1716194 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1716657.250000 Penalty: 4750.224121
	Iteration 2F: 3 clusters Score -1716657 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1717164.000000 Penalty: 4750.224121
	Iteration 3F: 3 clusters Score -1717164 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1717774.750000 Penalty: 4750.224121
	Iteration 4F: 3 clusters Score -1717775 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1718473.375000 Penalty: 4750.224121
	Iteration 5F: 3 clusters Score -1718473 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1719305.625000 Penalty: 4750.224121
	Iteration 6F: 3 clusters Score -1719306 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1720139.375000 Penalty: 4750.224121
	Iteration 7F: 3 clusters Score -1720139 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1720780.000000 Penalty: 4750.224121
	Iteration 8F: 3 clusters Score -1720780 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1721182.000000 Penalty: 4750.224121
	Iteration 9Q: 3 clusters Score -1721182 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1721392.375000 Penalty: 4750.224121
	Iteration 10Q: 3 clusters Score -1721392 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1721516.000000 Penalty: 4750.224121
	Iteration 11Q: 3 clusters Score -1721516 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1721600.000000 Penalty: 4750.224121
	Iteration 12Q: 3 clusters Score -1721600 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1721655.250000 Penalty: 4750.224121
	Iteration 13Q: 3 clusters Score -1721655 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1721682.875000 Penalty: 4750.224121
	Iteration 14Q: 3 clusters Score -1721683 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1721714.500000 Penalty: 4750.224121
	Iteration 15Q: 3 clusters Score -1721714 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1721745.000000 Penalty: 4750.224121
	Iteration 16Q: 3 clusters Score -1721745 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1721776.250000 Penalty: 4750.224121
	Iteration 17Q: 3 clusters Score -1721776 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1721789.000000 Penalty: 4750.224121
	Iteration 18Q: 3 clusters Score -1721789 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1721805.500000 Penalty: 4750.224121
	Iteration 19Q: 3 clusters Score -1721806 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1721818.375000 Penalty: 4750.224121
	Iteration 20F: 3 clusters Score -1721818 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1721845.250000 Penalty: 4750.224121
	Iteration 21Q: 3 clusters Score -1721845 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1721860.625000 Penalty: 4750.224121
	Iteration 22Q: 3 clusters Score -1721861 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1721867.375000 Penalty: 4750.224121
	Iteration 23Q: 3 clusters Score -1721867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1721878.125000 Penalty: 4750.224121
	Iteration 24Q: 3 clusters Score -1721878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1721882.375000 Penalty: 4750.224121
	Iteration 25Q: 3 clusters Score -1721882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1721888.125000 Penalty: 4750.224121
	Iteration 26Q: 3 clusters Score -1721888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1721897.875000 Penalty: 4750.224121
	Iteration 27Q: 3 clusters Score -1721898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1721900.750000 Penalty: 4750.224121
	Iteration 28Q: 3 clusters Score -1721901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1721907.000000 Penalty: 4750.224121
	Iteration 29Q: 3 clusters Score -1721907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1721905.250000 Penalty: 4750.224121
	Iteration 30Q: 3 clusters Score -1721905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1721912.000000 Penalty: 4750.224121
	Iteration 31Q: 3 clusters Score -1721912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1721919.875000 Penalty: 4750.224121
	Iteration 32Q: 3 clusters Score -1721920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1721927.625000 Penalty: 4750.224121
	Iteration 33Q: 3 clusters Score -1721928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1721930.875000 Penalty: 4750.224121
	Iteration 34Q: 3 clusters Score -1721931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1721939.875000 Penalty: 4750.224121
	Iteration 35Q: 3 clusters Score -1721940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1721944.750000 Penalty: 4750.224121
	Iteration 36Q: 3 clusters Score -1721945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1721944.750000 Penalty: 4750.224121
	Iteration 37Q: 3 clusters Score -1721945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1721953.500000 Penalty: 4750.224121
	Iteration 38Q: 3 clusters Score -1721954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1721956.125000 Penalty: 4750.224121
	Iteration 39Q: 3 clusters Score -1721956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1721958.375000 Penalty: 4750.224121
	Iteration 40F: 3 clusters Score -1721958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1721956.875000 Penalty: 4750.224121
	Iteration 41Q: 3 clusters Score -1721957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1721958.625000 Penalty: 4750.224121
	Iteration 42Q: 3 clusters Score -1721959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1721960.500000 Penalty: 4750.224121
	Iteration 43Q: 3 clusters Score -1721960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1721963.625000 Penalty: 4750.224121
	Iteration 44Q: 3 clusters Score -1721964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1721963.625000 Penalty: 4750.224121
	Iteration 45Q: 3 clusters Score -1721964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1721964.625000 Penalty: 4750.224121
	Iteration 46Q: 3 clusters Score -1721965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1721966.500000 Penalty: 4750.224121
	Iteration 47Q: 3 clusters Score -1721966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1721970.000000 Penalty: 4750.224121
	Iteration 48Q: 3 clusters Score -1721970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1721969.250000 Penalty: 4750.224121
	Iteration 49Q: 3 clusters Score -1721969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1721970.375000 Penalty: 4750.224121
	Iteration 50Q: 3 clusters Score -1721970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1721970.375000 Penalty: 4750.224121
	Iteration 51F: 3 clusters Score -1721970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Entering Unmasked Estep 
Score: -298696.968750 Penalty: 1975.713501
	Iteration 0F: 2 clusters Score -298697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -295574.937500 Penalty: 3951.427002
	Iteration 0F: 3 clusters Score -295574.9 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -296241.843750 Penalty: 3951.427002
	Iteration 1F: 3 clusters Score -296241.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -296432.687500 Penalty: 3951.427002
	Iteration 2F: 3 clusters Score -296432.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -296553.281250 Penalty: 3951.427002
	Iteration 3F: 3 clusters Score -296553.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -296633.562500 Penalty: 3951.427002
	Iteration 4Q: 3 clusters Score -296633.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -296693.312500 Penalty: 3951.427002
	Iteration 5Q: 3 clusters Score -296693.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -296779.500000 Penalty: 3951.427002
	Iteration 6Q: 3 clusters Score -296779.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -296877.968750 Penalty: 3951.427002
	Iteration 7Q: 3 clusters Score -296878 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -297018.125000 Penalty: 3951.427002
	Iteration 8Q: 3 clusters Score -297018.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -297148.625000 Penalty: 3951.427002
	Iteration 9Q: 3 clusters Score -297148.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -297307.531250 Penalty: 3951.427002
	Iteration 10Q: 3 clusters Score -297307.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -297458.156250 Penalty: 3951.427002
	Iteration 11Q: 3 clusters Score -297458.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -297584.968750 Penalty: 3951.427002
	Iteration 12Q: 3 clusters Score -297585 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -297677.062500 Penalty: 3951.427002
	Iteration 13Q: 3 clusters Score -297677.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -297754.531250 Penalty: 3951.427002
	Iteration 14Q: 3 clusters Score -297754.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -297799.968750 Penalty: 3951.427002
	Iteration 15Q: 3 clusters Score -297800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -297830.843750 Penalty: 3951.427002
	Iteration 16Q: 3 clusters Score -297830.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -297851.031250 Penalty: 3951.427002
	Iteration 17Q: 3 clusters Score -297851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -297878.156250 Penalty: 3951.427002
	Iteration 18Q: 3 clusters Score -297878.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -297898.250000 Penalty: 3951.427002
	Iteration 19Q: 3 clusters Score -297898.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -297906.312500 Penalty: 3951.427002
	Iteration 20F: 3 clusters Score -297906.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -297913.781250 Penalty: 3951.427002
	Iteration 21Q: 3 clusters Score -297913.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -297919.156250 Penalty: 3951.427002
	Iteration 22Q: 3 clusters Score -297919.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -297921.812500 Penalty: 3951.427002
	Iteration 23Q: 3 clusters Score -297921.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -297923.437500 Penalty: 3951.427002
	Iteration 24Q: 3 clusters Score -297923.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -297924.843750 Penalty: 3951.427002
	Iteration 25Q: 3 clusters Score -297924.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -297924.937500 Penalty: 3951.427002
	Iteration 26Q: 3 clusters Score -297924.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -297925.281250 Penalty: 3951.427002
	Iteration 27Q: 3 clusters Score -297925.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -297925.281250 Penalty: 3951.427002
	Iteration 28F: 3 clusters Score -297925.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (191141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191141 members 
Entering Unmasked Estep 
Score: -23917938.000000 Penalty: 3015.870117
	Iteration 0F: 2 clusters Score -2.391794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95496 members 
Mstep: Class 2 contains 95645 members 
Entering Unmasked Estep 
Score: -23794850.000000 Penalty: 6031.740234
	Iteration 0F: 3 clusters Score -2.379485e+07 nChanged 91759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94033 members 
Mstep: Class 2 contains 97108 members 
Entering Unmasked Estep 
Score: -23849674.000000 Penalty: 6031.740234
	Iteration 1F: 3 clusters Score -2.384967e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93776 members 
Mstep: Class 2 contains 97365 members 
Entering Unmasked Estep 
Score: -23851598.000000 Penalty: 6031.740234
	Iteration 2Q: 3 clusters Score -2.38516e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93736 members 
Mstep: Class 2 contains 97405 members 
Entering Unmasked Estep 
Score: -23853852.000000 Penalty: 6031.740234
	Iteration 3Q: 3 clusters Score -2.385385e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94109 members 
Mstep: Class 2 contains 97032 members 
Entering Unmasked Estep 
Score: -23856986.000000 Penalty: 6031.740234
	Iteration 4Q: 3 clusters Score -2.385699e+07 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95296 members 
Mstep: Class 2 contains 95845 members 
Entering Unmasked Estep 
Score: -23860920.000000 Penalty: 6031.740234
	Iteration 5Q: 3 clusters Score -2.386092e+07 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97347 members 
Mstep: Class 2 contains 93794 members 
Entering Unmasked Estep 
Score: -23865636.000000 Penalty: 6031.740234
	Iteration 6F: 3 clusters Score -2.386564e+07 nChanged 10688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100635 members 
Mstep: Class 2 contains 90506 members 
Entering Unmasked Estep 
Score: -23870582.000000 Penalty: 6031.740234
	Iteration 7F: 3 clusters Score -2.387058e+07 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105079 members 
Mstep: Class 2 contains 86062 members 
Entering Unmasked Estep 
Score: -23875614.000000 Penalty: 6031.740234
	Iteration 8F: 3 clusters Score -2.387561e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110422 members 
Mstep: Class 2 contains 80719 members 
Entering Unmasked Estep 
Score: -23880410.000000 Penalty: 6031.740234
	Iteration 9F: 3 clusters Score -2.388041e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116127 members 
Mstep: Class 2 contains 75014 members 
Entering Unmasked Estep 
Score: -23885044.000000 Penalty: 6031.740234
	Iteration 10Q: 3 clusters Score -2.388504e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121894 members 
Mstep: Class 2 contains 69247 members 
Entering Unmasked Estep 
Score: -23888946.000000 Penalty: 6031.740234
	Iteration 11Q: 3 clusters Score -2.388895e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127266 members 
Mstep: Class 2 contains 63875 members 
Entering Unmasked Estep 
Score: -23892600.000000 Penalty: 6031.740234
	Iteration 12Q: 3 clusters Score -2.38926e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132381 members 
Mstep: Class 2 contains 58760 members 
Entering Unmasked Estep 
Score: -23896126.000000 Penalty: 6031.740234
	Iteration 13Q: 3 clusters Score -2.389613e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137280 members 
Mstep: Class 2 contains 53861 members 
Entering Unmasked Estep 
Score: -23900090.000000 Penalty: 6031.740234
	Iteration 14Q: 3 clusters Score -2.390009e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141838 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -23903038.000000 Penalty: 6031.740234
	Iteration 15Q: 3 clusters Score -2.390304e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146018 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -23905506.000000 Penalty: 6031.740234
	Iteration 16Q: 3 clusters Score -2.390551e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149839 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -23907278.000000 Penalty: 6031.740234
	Iteration 17Q: 3 clusters Score -2.390728e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153543 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -23908574.000000 Penalty: 6031.740234
	Iteration 18Q: 3 clusters Score -2.390857e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157220 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -23909678.000000 Penalty: 6031.740234
	Iteration 19Q: 3 clusters Score -2.390968e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160826 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -23910898.000000 Penalty: 6031.740234
	Iteration 20F: 3 clusters Score -2.39109e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164353 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -23911904.000000 Penalty: 6031.740234
	Iteration 21Q: 3 clusters Score -2.39119e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167682 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -23912604.000000 Penalty: 6031.740234
	Iteration 22Q: 3 clusters Score -2.39126e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170784 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -23913556.000000 Penalty: 6031.740234
	Iteration 23Q: 3 clusters Score -2.391356e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173658 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -23914140.000000 Penalty: 6031.740234
	Iteration 24Q: 3 clusters Score -2.391414e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176193 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -23914714.000000 Penalty: 6031.740234
	Iteration 25Q: 3 clusters Score -2.391471e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178440 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -23915082.000000 Penalty: 6031.740234
	Iteration 26Q: 3 clusters Score -2.391508e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180492 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -23915402.000000 Penalty: 6031.740234
	Iteration 27Q: 3 clusters Score -2.39154e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182186 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -23915650.000000 Penalty: 6031.740234
	Iteration 28Q: 3 clusters Score -2.391565e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183638 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -23915886.000000 Penalty: 6031.740234
	Iteration 29Q: 3 clusters Score -2.391589e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184861 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -23916100.000000 Penalty: 6031.740234
	Iteration 30Q: 3 clusters Score -2.39161e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185831 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -23916222.000000 Penalty: 6031.740234
	Iteration 31Q: 3 clusters Score -2.391622e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186619 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -23916340.000000 Penalty: 6031.740234
	Iteration 32Q: 3 clusters Score -2.391634e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187203 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -23916476.000000 Penalty: 6031.740234
	Iteration 33Q: 3 clusters Score -2.391648e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187631 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -23916540.000000 Penalty: 6031.740234
	Iteration 34Q: 3 clusters Score -2.391654e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187990 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -23916560.000000 Penalty: 6031.740234
	Iteration 35Q: 3 clusters Score -2.391656e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188290 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -23916612.000000 Penalty: 6031.740234
	Iteration 36Q: 3 clusters Score -2.391661e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188510 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -23916718.000000 Penalty: 6031.740234
	Iteration 37Q: 3 clusters Score -2.391672e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188671 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -23916846.000000 Penalty: 6031.740234
	Iteration 38Q: 3 clusters Score -2.391685e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188798 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -23916822.000000 Penalty: 6031.740234
	Iteration 39Q: 3 clusters Score -2.391682e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188887 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -23916930.000000 Penalty: 6031.740234
	Iteration 40F: 3 clusters Score -2.391693e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188965 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -23916994.000000 Penalty: 6031.740234
	Iteration 41Q: 3 clusters Score -2.391699e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189038 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -23916952.000000 Penalty: 6031.740234
	Iteration 42Q: 3 clusters Score -2.391695e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189086 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -23917004.000000 Penalty: 6031.740234
	Iteration 43Q: 3 clusters Score -2.3917e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189108 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -23917020.000000 Penalty: 6031.740234
	Iteration 44Q: 3 clusters Score -2.391702e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189122 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -23917030.000000 Penalty: 6031.740234
	Iteration 45Q: 3 clusters Score -2.391703e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189133 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -23917034.000000 Penalty: 6031.740234
	Iteration 46Q: 3 clusters Score -2.391703e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189146 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -23917066.000000 Penalty: 6031.740234
	Iteration 47Q: 3 clusters Score -2.391707e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189151 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -23917044.000000 Penalty: 6031.740234
	Iteration 48Q: 3 clusters Score -2.391704e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189156 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -23917048.000000 Penalty: 6031.740234
	Iteration 49Q: 3 clusters Score -2.391705e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189166 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -23917070.000000 Penalty: 6031.740234
	Iteration 50Q: 3 clusters Score -2.391707e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189163 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -23917030.000000 Penalty: 6031.740234
	Iteration 51Q: 3 clusters Score -2.391703e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189168 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -23917054.000000 Penalty: 6031.740234
	Iteration 52Q: 3 clusters Score -2.391705e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189164 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -23917048.000000 Penalty: 6031.740234
	Iteration 53Q: 3 clusters Score -2.391705e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189158 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -23917040.000000 Penalty: 6031.740234
	Iteration 54Q: 3 clusters Score -2.391704e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189156 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -23917044.000000 Penalty: 6031.740234
	Iteration 55Q: 3 clusters Score -2.391704e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189148 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -23917048.000000 Penalty: 6031.740234
	Iteration 56Q: 3 clusters Score -2.391705e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189136 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -23917038.000000 Penalty: 6031.740234
	Iteration 57Q: 3 clusters Score -2.391704e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189147 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -23917026.000000 Penalty: 6031.740234
	Iteration 58Q: 3 clusters Score -2.391703e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189150 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -23917032.000000 Penalty: 6031.740234
	Iteration 59Q: 3 clusters Score -2.391703e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189154 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -23917048.000000 Penalty: 6031.740234
	Iteration 60F: 3 clusters Score -2.391705e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189158 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -23917018.000000 Penalty: 6031.740234
	Iteration 61Q: 3 clusters Score -2.391702e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189157 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -23917052.000000 Penalty: 6031.740234
	Iteration 62Q: 3 clusters Score -2.391705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189153 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -23917054.000000 Penalty: 6031.740234
	Iteration 63Q: 3 clusters Score -2.391705e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189147 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -23917058.000000 Penalty: 6031.740234
	Iteration 64Q: 3 clusters Score -2.391706e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189156 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -23917070.000000 Penalty: 6031.740234
	Iteration 65Q: 3 clusters Score -2.391707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189156 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -23917070.000000 Penalty: 6031.740234
	Iteration 66Q: 3 clusters Score -2.391707e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189157 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -23917076.000000 Penalty: 6031.740234
	Iteration 67Q: 3 clusters Score -2.391708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189157 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -23917088.000000 Penalty: 6031.740234
	Iteration 68Q: 3 clusters Score -2.391709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189158 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -23917068.000000 Penalty: 6031.740234
	Iteration 69Q: 3 clusters Score -2.391707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189158 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -23917072.000000 Penalty: 6031.740234
	Iteration 70Q: 3 clusters Score -2.391707e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189162 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -23917084.000000 Penalty: 6031.740234
	Iteration 71Q: 3 clusters Score -2.391708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189158 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -23917078.000000 Penalty: 6031.740234
	Iteration 72Q: 3 clusters Score -2.391708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189162 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -23917068.000000 Penalty: 6031.740234
	Iteration 73Q: 3 clusters Score -2.391707e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189160 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -23917096.000000 Penalty: 6031.740234
	Iteration 74Q: 3 clusters Score -2.39171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189164 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -23917090.000000 Penalty: 6031.740234
	Iteration 75Q: 3 clusters Score -2.391709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189165 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -23917076.000000 Penalty: 6031.740234
	Iteration 76Q: 3 clusters Score -2.391708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189166 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -23917072.000000 Penalty: 6031.740234
	Iteration 77Q: 3 clusters Score -2.391707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189163 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -23917072.000000 Penalty: 6031.740234
	Iteration 78Q: 3 clusters Score -2.391707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189160 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -23917082.000000 Penalty: 6031.740234
	Iteration 79Q: 3 clusters Score -2.391708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189157 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -23917090.000000 Penalty: 6031.740234
	Iteration 80F: 3 clusters Score -2.391709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189151 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -23917078.000000 Penalty: 6031.740234
	Iteration 81Q: 3 clusters Score -2.391708e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189145 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -23917062.000000 Penalty: 6031.740234
	Iteration 82Q: 3 clusters Score -2.391706e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189144 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -23917088.000000 Penalty: 6031.740234
	Iteration 83Q: 3 clusters Score -2.391709e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189136 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -23917112.000000 Penalty: 6031.740234
	Iteration 84Q: 3 clusters Score -2.391711e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189133 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -23917112.000000 Penalty: 6031.740234
	Iteration 85Q: 3 clusters Score -2.391711e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189134 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -23917086.000000 Penalty: 6031.740234
	Iteration 86Q: 3 clusters Score -2.391709e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189135 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -23917088.000000 Penalty: 6031.740234
	Iteration 87Q: 3 clusters Score -2.391709e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189138 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -23917124.000000 Penalty: 6031.740234
	Iteration 88Q: 3 clusters Score -2.391712e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189142 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -23917120.000000 Penalty: 6031.740234
	Iteration 89Q: 3 clusters Score -2.391712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189140 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -23917106.000000 Penalty: 6031.740234
	Iteration 90Q: 3 clusters Score -2.391711e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189140 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -23917094.000000 Penalty: 6031.740234
	Iteration 91Q: 3 clusters Score -2.391709e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189135 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -23917102.000000 Penalty: 6031.740234
	Iteration 92Q: 3 clusters Score -2.39171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189136 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -23917110.000000 Penalty: 6031.740234
	Iteration 93Q: 3 clusters Score -2.391711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189143 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -23917106.000000 Penalty: 6031.740234
	Iteration 94Q: 3 clusters Score -2.391711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189145 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -23917104.000000 Penalty: 6031.740234
	Iteration 95Q: 3 clusters Score -2.39171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189145 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -23917112.000000 Penalty: 6031.740234
	Iteration 96Q: 3 clusters Score -2.391711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189143 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -23917114.000000 Penalty: 6031.740234
	Iteration 97Q: 3 clusters Score -2.391711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189144 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -23917112.000000 Penalty: 6031.740234
	Iteration 98Q: 3 clusters Score -2.391711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189142 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -23917116.000000 Penalty: 6031.740234
	Iteration 99Q: 3 clusters Score -2.391712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189138 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -23917112.000000 Penalty: 6031.740234
	Iteration 100F: 3 clusters Score -2.391711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189133 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -23917118.000000 Penalty: 6031.740234
	Iteration 101Q: 3 clusters Score -2.391712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189129 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -23917108.000000 Penalty: 6031.740234
	Iteration 102Q: 3 clusters Score -2.391711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189123 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -23917132.000000 Penalty: 6031.740234
	Iteration 103Q: 3 clusters Score -2.391713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189120 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -23917104.000000 Penalty: 6031.740234
	Iteration 104Q: 3 clusters Score -2.39171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189118 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -23917106.000000 Penalty: 6031.740234
	Iteration 105Q: 3 clusters Score -2.391711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189117 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -23917120.000000 Penalty: 6031.740234
	Iteration 106Q: 3 clusters Score -2.391712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189116 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -23917122.000000 Penalty: 6031.740234
	Iteration 107Q: 3 clusters Score -2.391712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189116 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -23917118.000000 Penalty: 6031.740234
	Iteration 108Q: 3 clusters Score -2.391712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189118 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -23917132.000000 Penalty: 6031.740234
	Iteration 109Q: 3 clusters Score -2.391713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189118 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -23917132.000000 Penalty: 6031.740234
	Iteration 110Q: 3 clusters Score -2.391713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189118 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -23917132.000000 Penalty: 6031.740234
	Iteration 111F: 3 clusters Score -2.391713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (76915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76915 members 
Entering Unmasked Estep 
Score: -9318085.000000 Penalty: 2790.113037
	Iteration 0F: 2 clusters Score -9318085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -9266484.000000 Penalty: 5580.226074
	Iteration 0F: 3 clusters Score -9266484 nChanged 35989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -9286941.000000 Penalty: 5580.226074
	Iteration 1F: 3 clusters Score -9286941 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -9287883.000000 Penalty: 5580.226074
	Iteration 2Q: 3 clusters Score -9287883 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -9289320.000000 Penalty: 5580.226074
	Iteration 3Q: 3 clusters Score -9289320 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -9291783.000000 Penalty: 5580.226074
	Iteration 4F: 3 clusters Score -9291783 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 56725 members 
Entering Unmasked Estep 
Score: -9296145.000000 Penalty: 5580.226074
	Iteration 5F: 3 clusters Score -9296145 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 63631 members 
Entering Unmasked Estep 
Score: -9302343.000000 Penalty: 5580.226074
	Iteration 6F: 3 clusters Score -9302343 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 70041 members 
Entering Unmasked Estep 
Score: -9308761.000000 Penalty: 5580.226074
	Iteration 7F: 3 clusters Score -9308761 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 74180 members 
Entering Unmasked Estep 
Score: -9312917.000000 Penalty: 5580.226074
	Iteration 8F: 3 clusters Score -9312917 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 75985 members 
Entering Unmasked Estep 
Score: -9314701.000000 Penalty: 5580.226074
	Iteration 9Q: 3 clusters Score -9314701 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 76518 members 
Entering Unmasked Estep 
Score: -9315312.000000 Penalty: 5580.226074
	Iteration 10Q: 3 clusters Score -9315312 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 76633 members 
Entering Unmasked Estep 
Score: -9315457.000000 Penalty: 5580.226074
	Iteration 11Q: 3 clusters Score -9315457 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 76683 members 
Entering Unmasked Estep 
Score: -9315540.000000 Penalty: 5580.226074
	Iteration 12Q: 3 clusters Score -9315540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 76696 members 
Entering Unmasked Estep 
Score: -9315560.000000 Penalty: 5580.226074
	Iteration 13Q: 3 clusters Score -9315560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 76701 members 
Entering Unmasked Estep 
Score: -9315578.000000 Penalty: 5580.226074
	Iteration 14Q: 3 clusters Score -9315578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 76707 members 
Entering Unmasked Estep 
Score: -9315575.000000 Penalty: 5580.226074
	Iteration 15Q: 3 clusters Score -9315575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 76712 members 
Entering Unmasked Estep 
Score: -9315593.000000 Penalty: 5580.226074
	Iteration 16Q: 3 clusters Score -9315593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 76714 members 
Entering Unmasked Estep 
Score: -9315604.000000 Penalty: 5580.226074
	Iteration 17Q: 3 clusters Score -9315604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 76711 members 
Entering Unmasked Estep 
Score: -9315604.000000 Penalty: 5580.226074
	Iteration 18Q: 3 clusters Score -9315604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 76714 members 
Entering Unmasked Estep 
Score: -9315605.000000 Penalty: 5580.226074
	Iteration 19Q: 3 clusters Score -9315605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 76714 members 
Entering Unmasked Estep 
Score: -9315610.000000 Penalty: 5580.226074
	Iteration 20F: 3 clusters Score -9315610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 76715 members 
Entering Unmasked Estep 
Score: -9315613.000000 Penalty: 5580.226074
	Iteration 21Q: 3 clusters Score -9315613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 76717 members 
Entering Unmasked Estep 
Score: -9315610.000000 Penalty: 5580.226074
	Iteration 22Q: 3 clusters Score -9315610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 76719 members 
Entering Unmasked Estep 
Score: -9315623.000000 Penalty: 5580.226074
	Iteration 23Q: 3 clusters Score -9315623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 76719 members 
Entering Unmasked Estep 
Score: -9315623.000000 Penalty: 5580.226074
	Iteration 24F: 3 clusters Score -9315623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Entering Unmasked Estep 
Score: -3915324.500000 Penalty: 2564.687988
	Iteration 0F: 2 clusters Score -3915324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -3894007.250000 Penalty: 5129.375977
	Iteration 0F: 3 clusters Score -3894007 nChanged 14034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -3901717.500000 Penalty: 5129.375977
	Iteration 1F: 3 clusters Score -3901718 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -3902389.250000 Penalty: 5129.375977
	Iteration 2F: 3 clusters Score -3902389 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -3903067.750000 Penalty: 5129.375977
	Iteration 3F: 3 clusters Score -3903068 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -3903882.250000 Penalty: 5129.375977
	Iteration 4F: 3 clusters Score -3903882 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -3904905.750000 Penalty: 5129.375977
	Iteration 5F: 3 clusters Score -3904906 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -3906287.000000 Penalty: 5129.375977
	Iteration 6F: 3 clusters Score -3906287 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -3907911.250000 Penalty: 5129.375977
	Iteration 7F: 3 clusters Score -3907911 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -3909339.750000 Penalty: 5129.375977
	Iteration 8F: 3 clusters Score -3909340 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -3910484.500000 Penalty: 5129.375977
	Iteration 9F: 3 clusters Score -3910484 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -3911327.500000 Penalty: 5129.375977
	Iteration 10Q: 3 clusters Score -3911328 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -3911824.750000 Penalty: 5129.375977
	Iteration 11Q: 3 clusters Score -3911825 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -3912072.500000 Penalty: 5129.375977
	Iteration 12Q: 3 clusters Score -3912072 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -3912271.750000 Penalty: 5129.375977
	Iteration 13Q: 3 clusters Score -3912272 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -3912444.000000 Penalty: 5129.375977
	Iteration 14Q: 3 clusters Score -3912444 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -3912575.250000 Penalty: 5129.375977
	Iteration 15Q: 3 clusters Score -3912575 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -3912706.000000 Penalty: 5129.375977
	Iteration 16Q: 3 clusters Score -3912706 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -3912831.500000 Penalty: 5129.375977
	Iteration 17Q: 3 clusters Score -3912832 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -3912922.000000 Penalty: 5129.375977
	Iteration 18Q: 3 clusters Score -3912922 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -3913029.750000 Penalty: 5129.375977
	Iteration 19Q: 3 clusters Score -3913030 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3913123.250000 Penalty: 5129.375977
	Iteration 20F: 3 clusters Score -3913123 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -3913182.750000 Penalty: 5129.375977
	Iteration 21Q: 3 clusters Score -3913183 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -3913229.750000 Penalty: 5129.375977
	Iteration 22Q: 3 clusters Score -3913230 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -3913273.750000 Penalty: 5129.375977
	Iteration 23Q: 3 clusters Score -3913274 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -3913330.250000 Penalty: 5129.375977
	Iteration 24Q: 3 clusters Score -3913330 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -3913375.750000 Penalty: 5129.375977
	Iteration 25Q: 3 clusters Score -3913376 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -3913409.500000 Penalty: 5129.375977
	Iteration 26Q: 3 clusters Score -3913410 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -3913423.000000 Penalty: 5129.375977
	Iteration 27Q: 3 clusters Score -3913423 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -3913442.250000 Penalty: 5129.375977
	Iteration 28Q: 3 clusters Score -3913442 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -3913455.750000 Penalty: 5129.375977
	Iteration 29Q: 3 clusters Score -3913456 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -3913472.750000 Penalty: 5129.375977
	Iteration 30Q: 3 clusters Score -3913473 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -3913470.750000 Penalty: 5129.375977
	Iteration 31Q: 3 clusters Score -3913471 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -3913478.000000 Penalty: 5129.375977
	Iteration 32Q: 3 clusters Score -3913478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -3913495.500000 Penalty: 5129.375977
	Iteration 33Q: 3 clusters Score -3913496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -3913503.500000 Penalty: 5129.375977
	Iteration 34Q: 3 clusters Score -3913504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -3913509.000000 Penalty: 5129.375977
	Iteration 35Q: 3 clusters Score -3913509 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -3913521.000000 Penalty: 5129.375977
	Iteration 36Q: 3 clusters Score -3913521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -3913523.250000 Penalty: 5129.375977
	Iteration 37Q: 3 clusters Score -3913523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -3913529.750000 Penalty: 5129.375977
	Iteration 38Q: 3 clusters Score -3913530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -3913530.000000 Penalty: 5129.375977
	Iteration 39Q: 3 clusters Score -3913530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -3913529.250000 Penalty: 5129.375977
	Iteration 40F: 3 clusters Score -3913529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -3913542.000000 Penalty: 5129.375977
	Iteration 41Q: 3 clusters Score -3913542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -3913539.750000 Penalty: 5129.375977
	Iteration 42Q: 3 clusters Score -3913540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -3913542.750000 Penalty: 5129.375977
	Iteration 43Q: 3 clusters Score -3913543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -3913547.250000 Penalty: 5129.375977
	Iteration 44Q: 3 clusters Score -3913547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -3913551.250000 Penalty: 5129.375977
	Iteration 45Q: 3 clusters Score -3913551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -3913547.250000 Penalty: 5129.375977
	Iteration 46Q: 3 clusters Score -3913547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -3913546.250000 Penalty: 5129.375977
	Iteration 47Q: 3 clusters Score -3913546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -3913547.250000 Penalty: 5129.375977
	Iteration 48Q: 3 clusters Score -3913547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -3913550.750000 Penalty: 5129.375977
	Iteration 49Q: 3 clusters Score -3913551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -3913550.000000 Penalty: 5129.375977
	Iteration 50Q: 3 clusters Score -3913550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -3913553.250000 Penalty: 5129.375977
	Iteration 51Q: 3 clusters Score -3913553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -3913550.000000 Penalty: 5129.375977
	Iteration 52Q: 3 clusters Score -3913550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -3913555.750000 Penalty: 5129.375977
	Iteration 53Q: 3 clusters Score -3913556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -3913566.750000 Penalty: 5129.375977
	Iteration 54Q: 3 clusters Score -3913567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -3913560.500000 Penalty: 5129.375977
	Iteration 55Q: 3 clusters Score -3913560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -3913562.250000 Penalty: 5129.375977
	Iteration 56Q: 3 clusters Score -3913562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -3913564.750000 Penalty: 5129.375977
	Iteration 57Q: 3 clusters Score -3913565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -3913560.000000 Penalty: 5129.375977
	Iteration 58Q: 3 clusters Score -3913560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -3913561.250000 Penalty: 5129.375977
	Iteration 59Q: 3 clusters Score -3913561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -3913566.500000 Penalty: 5129.375977
	Iteration 60F: 3 clusters Score -3913566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -3913564.250000 Penalty: 5129.375977
	Iteration 61Q: 3 clusters Score -3913564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -3913561.500000 Penalty: 5129.375977
	Iteration 62Q: 3 clusters Score -3913562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -3913561.500000 Penalty: 5129.375977
	Iteration 63F: 3 clusters Score -3913562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -105928.273438 Penalty: 1692.714111
	Iteration 0F: 2 clusters Score -105928.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -104025.453125 Penalty: 3385.428223
	Iteration 0F: 3 clusters Score -104025.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -104260.109375 Penalty: 3385.428223
	Iteration 1F: 3 clusters Score -104260.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -104326.812500 Penalty: 3385.428223
	Iteration 2F: 3 clusters Score -104326.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -104360.132812 Penalty: 3385.428223
	Iteration 3Q: 3 clusters Score -104360.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -104382.015625 Penalty: 3385.428223
	Iteration 4Q: 3 clusters Score -104382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -104396.304688 Penalty: 3385.428223
	Iteration 5Q: 3 clusters Score -104396.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -104414.382812 Penalty: 3385.428223
	Iteration 6Q: 3 clusters Score -104414.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -104419.171875 Penalty: 3385.428223
	Iteration 7Q: 3 clusters Score -104419.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -104423.242188 Penalty: 3385.428223
	Iteration 8Q: 3 clusters Score -104423.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -104429.570312 Penalty: 3385.428223
	Iteration 9Q: 3 clusters Score -104429.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -104430.882812 Penalty: 3385.428223
	Iteration 10Q: 3 clusters Score -104430.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -104431.437500 Penalty: 3385.428223
	Iteration 11Q: 3 clusters Score -104431.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -104431.437500 Penalty: 3385.428223
	Iteration 12F: 3 clusters Score -104431.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -83669.531250 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -83669.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -81914.132812 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -81914.13 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82173.210938 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -82173.21 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82262.812500 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -82262.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82356.593750 Penalty: 3266.741211
	Iteration 3Q: 3 clusters Score -82356.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -82474.601562 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -82474.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82507.781250 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -82507.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82520.148438 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -82520.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82531.554688 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -82531.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -82536.187500 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -82536.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -82539.437500 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -82539.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82540.742188 Penalty: 3266.741211
	Iteration 10Q: 3 clusters Score -82540.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82540.742188 Penalty: 3266.741211
	Iteration 11F: 3 clusters Score -82540.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Entering Unmasked Estep 
Score: -3015230.500000 Penalty: 2510.808594
	Iteration 0F: 2 clusters Score -3015230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2997922.750000 Penalty: 5021.617188
	Iteration 0F: 3 clusters Score -2997923 nChanged 11199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -3004040.500000 Penalty: 5021.617188
	Iteration 1F: 3 clusters Score -3004040 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -3004733.750000 Penalty: 5021.617188
	Iteration 2F: 3 clusters Score -3004734 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3005422.750000 Penalty: 5021.617188
	Iteration 3F: 3 clusters Score -3005423 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -3006177.500000 Penalty: 5021.617188
	Iteration 4F: 3 clusters Score -3006178 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -3006888.750000 Penalty: 5021.617188
	Iteration 5F: 3 clusters Score -3006889 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -3007626.750000 Penalty: 5021.617188
	Iteration 6F: 3 clusters Score -3007627 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -3008334.250000 Penalty: 5021.617188
	Iteration 7F: 3 clusters Score -3008334 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -3008965.750000 Penalty: 5021.617188
	Iteration 8Q: 3 clusters Score -3008966 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -3009543.500000 Penalty: 5021.617188
	Iteration 9Q: 3 clusters Score -3009544 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -3010055.250000 Penalty: 5021.617188
	Iteration 10Q: 3 clusters Score -3010055 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -3010551.500000 Penalty: 5021.617188
	Iteration 11Q: 3 clusters Score -3010552 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -3010989.250000 Penalty: 5021.617188
	Iteration 12Q: 3 clusters Score -3010989 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3011296.000000 Penalty: 5021.617188
	Iteration 13Q: 3 clusters Score -3011296 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -3011541.250000 Penalty: 5021.617188
	Iteration 14Q: 3 clusters Score -3011541 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -3011713.000000 Penalty: 5021.617188
	Iteration 15Q: 3 clusters Score -3011713 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -3011850.500000 Penalty: 5021.617188
	Iteration 16Q: 3 clusters Score -3011850 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3011982.750000 Penalty: 5021.617188
	Iteration 17Q: 3 clusters Score -3011983 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -3012073.250000 Penalty: 5021.617188
	Iteration 18Q: 3 clusters Score -3012073 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -3012150.500000 Penalty: 5021.617188
	Iteration 19Q: 3 clusters Score -3012150 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -3012228.750000 Penalty: 5021.617188
	Iteration 20F: 3 clusters Score -3012229 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -3012317.500000 Penalty: 5021.617188
	Iteration 21Q: 3 clusters Score -3012318 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -3012403.000000 Penalty: 5021.617188
	Iteration 22Q: 3 clusters Score -3012403 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -3012477.750000 Penalty: 5021.617188
	Iteration 23Q: 3 clusters Score -3012478 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -3012532.000000 Penalty: 5021.617188
	Iteration 24Q: 3 clusters Score -3012532 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -3012587.750000 Penalty: 5021.617188
	Iteration 25Q: 3 clusters Score -3012588 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -3012633.000000 Penalty: 5021.617188
	Iteration 26Q: 3 clusters Score -3012633 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -3012689.000000 Penalty: 5021.617188
	Iteration 27Q: 3 clusters Score -3012689 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -3012743.000000 Penalty: 5021.617188
	Iteration 28Q: 3 clusters Score -3012743 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -3012790.250000 Penalty: 5021.617188
	Iteration 29Q: 3 clusters Score -3012790 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -3012844.000000 Penalty: 5021.617188
	Iteration 30Q: 3 clusters Score -3012844 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -3012889.500000 Penalty: 5021.617188
	Iteration 31Q: 3 clusters Score -3012890 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -3012929.250000 Penalty: 5021.617188
	Iteration 32Q: 3 clusters Score -3012929 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -3012973.250000 Penalty: 5021.617188
	Iteration 33Q: 3 clusters Score -3012973 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -3013015.000000 Penalty: 5021.617188
	Iteration 34Q: 3 clusters Score -3013015 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -3013044.750000 Penalty: 5021.617188
	Iteration 35Q: 3 clusters Score -3013045 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -3013064.750000 Penalty: 5021.617188
	Iteration 36Q: 3 clusters Score -3013065 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -3013103.000000 Penalty: 5021.617188
	Iteration 37Q: 3 clusters Score -3013103 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -3013132.750000 Penalty: 5021.617188
	Iteration 38Q: 3 clusters Score -3013133 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -3013170.750000 Penalty: 5021.617188
	Iteration 39Q: 3 clusters Score -3013171 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -3013217.250000 Penalty: 5021.617188
	Iteration 40F: 3 clusters Score -3013217 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -3013248.500000 Penalty: 5021.617188
	Iteration 41Q: 3 clusters Score -3013248 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -3013281.500000 Penalty: 5021.617188
	Iteration 42Q: 3 clusters Score -3013282 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -3013310.500000 Penalty: 5021.617188
	Iteration 43Q: 3 clusters Score -3013310 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -3013365.750000 Penalty: 5021.617188
	Iteration 44Q: 3 clusters Score -3013366 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -3013393.750000 Penalty: 5021.617188
	Iteration 45Q: 3 clusters Score -3013394 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -3013430.000000 Penalty: 5021.617188
	Iteration 46Q: 3 clusters Score -3013430 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -3013444.500000 Penalty: 5021.617188
	Iteration 47Q: 3 clusters Score -3013444 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -3013467.250000 Penalty: 5021.617188
	Iteration 48Q: 3 clusters Score -3013467 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -3013491.500000 Penalty: 5021.617188
	Iteration 49Q: 3 clusters Score -3013492 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -3013522.000000 Penalty: 5021.617188
	Iteration 50Q: 3 clusters Score -3013522 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -3013535.000000 Penalty: 5021.617188
	Iteration 51Q: 3 clusters Score -3013535 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -3013547.750000 Penalty: 5021.617188
	Iteration 52Q: 3 clusters Score -3013548 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -3013565.500000 Penalty: 5021.617188
	Iteration 53Q: 3 clusters Score -3013566 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -3013579.500000 Penalty: 5021.617188
	Iteration 54Q: 3 clusters Score -3013580 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -3013585.250000 Penalty: 5021.617188
	Iteration 55Q: 3 clusters Score -3013585 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -3013594.000000 Penalty: 5021.617188
	Iteration 56Q: 3 clusters Score -3013594 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -3013613.250000 Penalty: 5021.617188
	Iteration 57Q: 3 clusters Score -3013613 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -3013631.250000 Penalty: 5021.617188
	Iteration 58Q: 3 clusters Score -3013631 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -3013651.000000 Penalty: 5021.617188
	Iteration 59Q: 3 clusters Score -3013651 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -3013679.000000 Penalty: 5021.617188
	Iteration 60F: 3 clusters Score -3013679 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3013698.500000 Penalty: 5021.617188
	Iteration 61Q: 3 clusters Score -3013698 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -3013710.750000 Penalty: 5021.617188
	Iteration 62Q: 3 clusters Score -3013711 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3013743.500000 Penalty: 5021.617188
	Iteration 63Q: 3 clusters Score -3013744 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -3013774.750000 Penalty: 5021.617188
	Iteration 64Q: 3 clusters Score -3013775 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -3013787.250000 Penalty: 5021.617188
	Iteration 65Q: 3 clusters Score -3013787 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -3013818.000000 Penalty: 5021.617188
	Iteration 66Q: 3 clusters Score -3013818 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -3013846.500000 Penalty: 5021.617188
	Iteration 67Q: 3 clusters Score -3013846 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -3013873.750000 Penalty: 5021.617188
	Iteration 68Q: 3 clusters Score -3013874 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -3013901.750000 Penalty: 5021.617188
	Iteration 69Q: 3 clusters Score -3013902 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -3013911.750000 Penalty: 5021.617188
	Iteration 70Q: 3 clusters Score -3013912 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -3013914.500000 Penalty: 5021.617188
	Iteration 71Q: 3 clusters Score -3013914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -3013928.750000 Penalty: 5021.617188
	Iteration 72Q: 3 clusters Score -3013929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -3013922.500000 Penalty: 5021.617188
	Iteration 73Q: 3 clusters Score -3013922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -3013924.000000 Penalty: 5021.617188
	Iteration 74Q: 3 clusters Score -3013924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -3013927.750000 Penalty: 5021.617188
	Iteration 75Q: 3 clusters Score -3013928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -3013935.500000 Penalty: 5021.617188
	Iteration 76Q: 3 clusters Score -3013936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -3013940.250000 Penalty: 5021.617188
	Iteration 77Q: 3 clusters Score -3013940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -3013941.750000 Penalty: 5021.617188
	Iteration 78Q: 3 clusters Score -3013942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -3013947.250000 Penalty: 5021.617188
	Iteration 79Q: 3 clusters Score -3013947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -3013946.750000 Penalty: 5021.617188
	Iteration 80F: 3 clusters Score -3013947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -3013949.000000 Penalty: 5021.617188
	Iteration 81Q: 3 clusters Score -3013949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -3013948.750000 Penalty: 5021.617188
	Iteration 82Q: 3 clusters Score -3013949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3013953.250000 Penalty: 5021.617188
	Iteration 83Q: 3 clusters Score -3013953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -3013952.000000 Penalty: 5021.617188
	Iteration 84Q: 3 clusters Score -3013952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -3013952.500000 Penalty: 5021.617188
	Iteration 85Q: 3 clusters Score -3013952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -3013952.500000 Penalty: 5021.617188
	Iteration 86F: 3 clusters Score -3013952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Entering Unmasked Estep 
Score: -351523.156250 Penalty: 1993.470825
	Iteration 0F: 2 clusters Score -351523.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -348211.718750 Penalty: 3986.941650
	Iteration 0F: 3 clusters Score -348211.7 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -348928.875000 Penalty: 3986.941650
	Iteration 1F: 3 clusters Score -348928.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -349124.031250 Penalty: 3986.941650
	Iteration 2F: 3 clusters Score -349124 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -349213.875000 Penalty: 3986.941650
	Iteration 3Q: 3 clusters Score -349213.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -349271.437500 Penalty: 3986.941650
	Iteration 4Q: 3 clusters Score -349271.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -349322.250000 Penalty: 3986.941650
	Iteration 5Q: 3 clusters Score -349322.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -349388.343750 Penalty: 3986.941650
	Iteration 6Q: 3 clusters Score -349388.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -349439.375000 Penalty: 3986.941650
	Iteration 7Q: 3 clusters Score -349439.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -349477.593750 Penalty: 3986.941650
	Iteration 8Q: 3 clusters Score -349477.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -349522.906250 Penalty: 3986.941650
	Iteration 9Q: 3 clusters Score -349522.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -349568.750000 Penalty: 3986.941650
	Iteration 10Q: 3 clusters Score -349568.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -349629.343750 Penalty: 3986.941650
	Iteration 11Q: 3 clusters Score -349629.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -349685.031250 Penalty: 3986.941650
	Iteration 12Q: 3 clusters Score -349685 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -349743.750000 Penalty: 3986.941650
	Iteration 13Q: 3 clusters Score -349743.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -349783.062500 Penalty: 3986.941650
	Iteration 14Q: 3 clusters Score -349783.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -349818.906250 Penalty: 3986.941650
	Iteration 15Q: 3 clusters Score -349818.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -349846.437500 Penalty: 3986.941650
	Iteration 16Q: 3 clusters Score -349846.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -349872.843750 Penalty: 3986.941650
	Iteration 17Q: 3 clusters Score -349872.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -349897.093750 Penalty: 3986.941650
	Iteration 18Q: 3 clusters Score -349897.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -349936.156250 Penalty: 3986.941650
	Iteration 19Q: 3 clusters Score -349936.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -349964.187500 Penalty: 3986.941650
	Iteration 20F: 3 clusters Score -349964.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -349986.250000 Penalty: 3986.941650
	Iteration 21Q: 3 clusters Score -349986.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -350008.093750 Penalty: 3986.941650
	Iteration 22Q: 3 clusters Score -350008.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -350020.062500 Penalty: 3986.941650
	Iteration 23Q: 3 clusters Score -350020.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -350026.312500 Penalty: 3986.941650
	Iteration 24Q: 3 clusters Score -350026.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -350034.625000 Penalty: 3986.941650
	Iteration 25Q: 3 clusters Score -350034.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -350041.437500 Penalty: 3986.941650
	Iteration 26Q: 3 clusters Score -350041.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -350048.906250 Penalty: 3986.941650
	Iteration 27Q: 3 clusters Score -350048.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -350053.312500 Penalty: 3986.941650
	Iteration 28Q: 3 clusters Score -350053.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -350056.718750 Penalty: 3986.941650
	Iteration 29Q: 3 clusters Score -350056.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -350061.843750 Penalty: 3986.941650
	Iteration 30Q: 3 clusters Score -350061.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -350064.125000 Penalty: 3986.941650
	Iteration 31Q: 3 clusters Score -350064.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -350068.218750 Penalty: 3986.941650
	Iteration 32Q: 3 clusters Score -350068.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -350071.875000 Penalty: 3986.941650
	Iteration 33Q: 3 clusters Score -350071.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -350075.937500 Penalty: 3986.941650
	Iteration 34Q: 3 clusters Score -350075.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -350079.937500 Penalty: 3986.941650
	Iteration 35Q: 3 clusters Score -350079.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -350081.656250 Penalty: 3986.941650
	Iteration 36Q: 3 clusters Score -350081.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -350082.687500 Penalty: 3986.941650
	Iteration 37Q: 3 clusters Score -350082.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -350083.656250 Penalty: 3986.941650
	Iteration 38Q: 3 clusters Score -350083.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -350085.875000 Penalty: 3986.941650
	Iteration 39Q: 3 clusters Score -350085.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -350086.937500 Penalty: 3986.941650
	Iteration 40F: 3 clusters Score -350086.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -350087.750000 Penalty: 3986.941650
	Iteration 41Q: 3 clusters Score -350087.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -350088.375000 Penalty: 3986.941650
	Iteration 42Q: 3 clusters Score -350088.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -350088.375000 Penalty: 3986.941650
	Iteration 43F: 3 clusters Score -350088.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Entering Unmasked Estep 
Score: -2429328.500000 Penalty: 2455.580811
	Iteration 0F: 2 clusters Score -2429328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2415308.250000 Penalty: 4911.161621
	Iteration 0F: 3 clusters Score -2415308 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2420049.250000 Penalty: 4911.161621
	Iteration 1F: 3 clusters Score -2420049 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2420472.000000 Penalty: 4911.161621
	Iteration 2F: 3 clusters Score -2420472 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2420799.000000 Penalty: 4911.161621
	Iteration 3Q: 3 clusters Score -2420799 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2421128.500000 Penalty: 4911.161621
	Iteration 4Q: 3 clusters Score -2421128 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2421461.250000 Penalty: 4911.161621
	Iteration 5Q: 3 clusters Score -2421461 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2421802.250000 Penalty: 4911.161621
	Iteration 6Q: 3 clusters Score -2421802 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2422177.250000 Penalty: 4911.161621
	Iteration 7Q: 3 clusters Score -2422177 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2422662.250000 Penalty: 4911.161621
	Iteration 8Q: 3 clusters Score -2422662 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2423368.000000 Penalty: 4911.161621
	Iteration 9Q: 3 clusters Score -2423368 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2424165.750000 Penalty: 4911.161621
	Iteration 10Q: 3 clusters Score -2424166 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2424898.000000 Penalty: 4911.161621
	Iteration 11Q: 3 clusters Score -2424898 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2425430.500000 Penalty: 4911.161621
	Iteration 12Q: 3 clusters Score -2425430 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2425744.000000 Penalty: 4911.161621
	Iteration 13Q: 3 clusters Score -2425744 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2425945.000000 Penalty: 4911.161621
	Iteration 14Q: 3 clusters Score -2425945 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2426093.000000 Penalty: 4911.161621
	Iteration 15Q: 3 clusters Score -2426093 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2426195.250000 Penalty: 4911.161621
	Iteration 16Q: 3 clusters Score -2426195 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2426262.250000 Penalty: 4911.161621
	Iteration 17Q: 3 clusters Score -2426262 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2426329.000000 Penalty: 4911.161621
	Iteration 18Q: 3 clusters Score -2426329 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2426374.250000 Penalty: 4911.161621
	Iteration 19Q: 3 clusters Score -2426374 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2426424.250000 Penalty: 4911.161621
	Iteration 20F: 3 clusters Score -2426424 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2426464.000000 Penalty: 4911.161621
	Iteration 21Q: 3 clusters Score -2426464 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2426524.000000 Penalty: 4911.161621
	Iteration 22Q: 3 clusters Score -2426524 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2426581.250000 Penalty: 4911.161621
	Iteration 23Q: 3 clusters Score -2426581 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2426632.750000 Penalty: 4911.161621
	Iteration 24Q: 3 clusters Score -2426633 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2426671.000000 Penalty: 4911.161621
	Iteration 25Q: 3 clusters Score -2426671 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2426715.250000 Penalty: 4911.161621
	Iteration 26Q: 3 clusters Score -2426715 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2426738.250000 Penalty: 4911.161621
	Iteration 27Q: 3 clusters Score -2426738 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2426766.750000 Penalty: 4911.161621
	Iteration 28Q: 3 clusters Score -2426767 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2426796.000000 Penalty: 4911.161621
	Iteration 29Q: 3 clusters Score -2426796 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2426825.000000 Penalty: 4911.161621
	Iteration 30Q: 3 clusters Score -2426825 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2426842.000000 Penalty: 4911.161621
	Iteration 31Q: 3 clusters Score -2426842 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2426855.000000 Penalty: 4911.161621
	Iteration 32Q: 3 clusters Score -2426855 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2426863.500000 Penalty: 4911.161621
	Iteration 33Q: 3 clusters Score -2426864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2426879.250000 Penalty: 4911.161621
	Iteration 34Q: 3 clusters Score -2426879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2426881.000000 Penalty: 4911.161621
	Iteration 35Q: 3 clusters Score -2426881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2426884.000000 Penalty: 4911.161621
	Iteration 36Q: 3 clusters Score -2426884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2426894.000000 Penalty: 4911.161621
	Iteration 37Q: 3 clusters Score -2426894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2426902.250000 Penalty: 4911.161621
	Iteration 38Q: 3 clusters Score -2426902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2426913.000000 Penalty: 4911.161621
	Iteration 39Q: 3 clusters Score -2426913 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2426925.500000 Penalty: 4911.161621
	Iteration 40F: 3 clusters Score -2426926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2426929.750000 Penalty: 4911.161621
	Iteration 41Q: 3 clusters Score -2426930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2426935.000000 Penalty: 4911.161621
	Iteration 42Q: 3 clusters Score -2426935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2426939.500000 Penalty: 4911.161621
	Iteration 43Q: 3 clusters Score -2426940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2426943.500000 Penalty: 4911.161621
	Iteration 44Q: 3 clusters Score -2426944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2426941.750000 Penalty: 4911.161621
	Iteration 45Q: 3 clusters Score -2426942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2426945.250000 Penalty: 4911.161621
	Iteration 46Q: 3 clusters Score -2426945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2426948.250000 Penalty: 4911.161621
	Iteration 47Q: 3 clusters Score -2426948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2426948.750000 Penalty: 4911.161621
	Iteration 48Q: 3 clusters Score -2426949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2426943.750000 Penalty: 4911.161621
	Iteration 49Q: 3 clusters Score -2426944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2426945.500000 Penalty: 4911.161621
	Iteration 50Q: 3 clusters Score -2426946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2426951.500000 Penalty: 4911.161621
	Iteration 51Q: 3 clusters Score -2426952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2426951.250000 Penalty: 4911.161621
	Iteration 52Q: 3 clusters Score -2426951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2426949.500000 Penalty: 4911.161621
	Iteration 53Q: 3 clusters Score -2426950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2426949.250000 Penalty: 4911.161621
	Iteration 54Q: 3 clusters Score -2426949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2426954.000000 Penalty: 4911.161621
	Iteration 55Q: 3 clusters Score -2426954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2426950.500000 Penalty: 4911.161621
	Iteration 56Q: 3 clusters Score -2426950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2426951.500000 Penalty: 4911.161621
	Iteration 57Q: 3 clusters Score -2426952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2426953.750000 Penalty: 4911.161621
	Iteration 58Q: 3 clusters Score -2426954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2426951.500000 Penalty: 4911.161621
	Iteration 59Q: 3 clusters Score -2426952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2426951.750000 Penalty: 4911.161621
	Iteration 60F: 3 clusters Score -2426952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Entering Unmasked Estep 
Score: -1260263.500000 Penalty: 2298.825439
	Iteration 0F: 2 clusters Score -1260264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1252193.125000 Penalty: 4597.650879
	Iteration 0F: 3 clusters Score -1252193 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1254595.125000 Penalty: 4597.650879
	Iteration 1F: 3 clusters Score -1254595 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1254982.375000 Penalty: 4597.650879
	Iteration 2F: 3 clusters Score -1254982 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1255336.500000 Penalty: 4597.650879
	Iteration 3F: 3 clusters Score -1255336 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1255678.250000 Penalty: 4597.650879
	Iteration 4F: 3 clusters Score -1255678 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1255993.625000 Penalty: 4597.650879
	Iteration 5Q: 3 clusters Score -1255994 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1256309.000000 Penalty: 4597.650879
	Iteration 6Q: 3 clusters Score -1256309 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1256647.125000 Penalty: 4597.650879
	Iteration 7Q: 3 clusters Score -1256647 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1256950.375000 Penalty: 4597.650879
	Iteration 8Q: 3 clusters Score -1256950 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1257247.250000 Penalty: 4597.650879
	Iteration 9Q: 3 clusters Score -1257247 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1257531.875000 Penalty: 4597.650879
	Iteration 10Q: 3 clusters Score -1257532 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1257759.500000 Penalty: 4597.650879
	Iteration 11Q: 3 clusters Score -1257760 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1257966.125000 Penalty: 4597.650879
	Iteration 12Q: 3 clusters Score -1257966 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1258134.375000 Penalty: 4597.650879
	Iteration 13Q: 3 clusters Score -1258134 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1258267.750000 Penalty: 4597.650879
	Iteration 14Q: 3 clusters Score -1258268 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1258374.000000 Penalty: 4597.650879
	Iteration 15Q: 3 clusters Score -1258374 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1258464.250000 Penalty: 4597.650879
	Iteration 16Q: 3 clusters Score -1258464 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1258528.875000 Penalty: 4597.650879
	Iteration 17Q: 3 clusters Score -1258529 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1258578.250000 Penalty: 4597.650879
	Iteration 18Q: 3 clusters Score -1258578 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1258624.000000 Penalty: 4597.650879
	Iteration 19Q: 3 clusters Score -1258624 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1258660.000000 Penalty: 4597.650879
	Iteration 20F: 3 clusters Score -1258660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1258682.375000 Penalty: 4597.650879
	Iteration 21Q: 3 clusters Score -1258682 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1258708.625000 Penalty: 4597.650879
	Iteration 22Q: 3 clusters Score -1258709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1258721.750000 Penalty: 4597.650879
	Iteration 23Q: 3 clusters Score -1258722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1258727.875000 Penalty: 4597.650879
	Iteration 24Q: 3 clusters Score -1258728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1258735.625000 Penalty: 4597.650879
	Iteration 25Q: 3 clusters Score -1258736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1258738.000000 Penalty: 4597.650879
	Iteration 26Q: 3 clusters Score -1258738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1258743.125000 Penalty: 4597.650879
	Iteration 27Q: 3 clusters Score -1258743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1258746.250000 Penalty: 4597.650879
	Iteration 28Q: 3 clusters Score -1258746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1258749.250000 Penalty: 4597.650879
	Iteration 29Q: 3 clusters Score -1258749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1258750.625000 Penalty: 4597.650879
	Iteration 30Q: 3 clusters Score -1258751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1258755.125000 Penalty: 4597.650879
	Iteration 31Q: 3 clusters Score -1258755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1258755.500000 Penalty: 4597.650879
	Iteration 32Q: 3 clusters Score -1258756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1258755.500000 Penalty: 4597.650879
	Iteration 33F: 3 clusters Score -1258756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Entering Unmasked Estep 
Score: -3433878.750000 Penalty: 2534.851807
	Iteration 0F: 2 clusters Score -3433879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3414784.500000 Penalty: 5069.703613
	Iteration 0F: 3 clusters Score -3414784 nChanged 12543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3421778.250000 Penalty: 5069.703613
	Iteration 1F: 3 clusters Score -3421778 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -3422365.500000 Penalty: 5069.703613
	Iteration 2F: 3 clusters Score -3422366 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -3422974.000000 Penalty: 5069.703613
	Iteration 3Q: 3 clusters Score -3422974 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3423745.250000 Penalty: 5069.703613
	Iteration 4F: 3 clusters Score -3423745 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3424728.500000 Penalty: 5069.703613
	Iteration 5F: 3 clusters Score -3424728 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -3425924.500000 Penalty: 5069.703613
	Iteration 6F: 3 clusters Score -3425924 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -3427343.250000 Penalty: 5069.703613
	Iteration 7F: 3 clusters Score -3427343 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -3428732.500000 Penalty: 5069.703613
	Iteration 8F: 3 clusters Score -3428732 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -3429727.750000 Penalty: 5069.703613
	Iteration 9F: 3 clusters Score -3429728 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -3430302.250000 Penalty: 5069.703613
	Iteration 10Q: 3 clusters Score -3430302 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -3430571.000000 Penalty: 5069.703613
	Iteration 11Q: 3 clusters Score -3430571 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -3430730.750000 Penalty: 5069.703613
	Iteration 12Q: 3 clusters Score -3430731 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3430814.500000 Penalty: 5069.703613
	Iteration 13Q: 3 clusters Score -3430814 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3430857.750000 Penalty: 5069.703613
	Iteration 14Q: 3 clusters Score -3430858 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -3430886.250000 Penalty: 5069.703613
	Iteration 15Q: 3 clusters Score -3430886 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -3430910.750000 Penalty: 5069.703613
	Iteration 16Q: 3 clusters Score -3430911 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3430948.500000 Penalty: 5069.703613
	Iteration 17Q: 3 clusters Score -3430948 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -3430966.250000 Penalty: 5069.703613
	Iteration 18Q: 3 clusters Score -3430966 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -3430981.500000 Penalty: 5069.703613
	Iteration 19Q: 3 clusters Score -3430982 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -3430989.250000 Penalty: 5069.703613
	Iteration 20F: 3 clusters Score -3430989 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -3431014.000000 Penalty: 5069.703613
	Iteration 21Q: 3 clusters Score -3431014 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -3431027.250000 Penalty: 5069.703613
	Iteration 22Q: 3 clusters Score -3431027 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -3431045.000000 Penalty: 5069.703613
	Iteration 23Q: 3 clusters Score -3431045 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -3431046.500000 Penalty: 5069.703613
	Iteration 24Q: 3 clusters Score -3431046 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -3431035.250000 Penalty: 5069.703613
	Iteration 25Q: 3 clusters Score -3431035 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -3431044.000000 Penalty: 5069.703613
	Iteration 26Q: 3 clusters Score -3431044 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -3431047.250000 Penalty: 5069.703613
	Iteration 27Q: 3 clusters Score -3431047 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -3431056.000000 Penalty: 5069.703613
	Iteration 28Q: 3 clusters Score -3431056 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -3431070.000000 Penalty: 5069.703613
	Iteration 29Q: 3 clusters Score -3431070 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -3431073.000000 Penalty: 5069.703613
	Iteration 30Q: 3 clusters Score -3431073 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3431081.500000 Penalty: 5069.703613
	Iteration 31Q: 3 clusters Score -3431082 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -3431085.250000 Penalty: 5069.703613
	Iteration 32Q: 3 clusters Score -3431085 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -3431087.000000 Penalty: 5069.703613
	Iteration 33Q: 3 clusters Score -3431087 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -3431090.750000 Penalty: 5069.703613
	Iteration 34Q: 3 clusters Score -3431091 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -3431099.500000 Penalty: 5069.703613
	Iteration 35Q: 3 clusters Score -3431100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -3431092.500000 Penalty: 5069.703613
	Iteration 36Q: 3 clusters Score -3431092 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -3431098.250000 Penalty: 5069.703613
	Iteration 37Q: 3 clusters Score -3431098 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -3431111.000000 Penalty: 5069.703613
	Iteration 38Q: 3 clusters Score -3431111 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -3431119.750000 Penalty: 5069.703613
	Iteration 39Q: 3 clusters Score -3431120 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -3431129.000000 Penalty: 5069.703613
	Iteration 40F: 3 clusters Score -3431129 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -3431146.500000 Penalty: 5069.703613
	Iteration 41Q: 3 clusters Score -3431146 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -3431156.500000 Penalty: 5069.703613
	Iteration 42Q: 3 clusters Score -3431156 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -3431157.750000 Penalty: 5069.703613
	Iteration 43Q: 3 clusters Score -3431158 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -3431181.000000 Penalty: 5069.703613
	Iteration 44Q: 3 clusters Score -3431181 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -3431180.500000 Penalty: 5069.703613
	Iteration 45Q: 3 clusters Score -3431180 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -3431221.250000 Penalty: 5069.703613
	Iteration 46Q: 3 clusters Score -3431221 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -3431244.250000 Penalty: 5069.703613
	Iteration 47Q: 3 clusters Score -3431244 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -3431278.750000 Penalty: 5069.703613
	Iteration 48Q: 3 clusters Score -3431279 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -3431305.250000 Penalty: 5069.703613
	Iteration 49Q: 3 clusters Score -3431305 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -3431356.500000 Penalty: 5069.703613
	Iteration 50Q: 3 clusters Score -3431356 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -3431410.250000 Penalty: 5069.703613
	Iteration 51Q: 3 clusters Score -3431410 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -3431473.500000 Penalty: 5069.703613
	Iteration 52Q: 3 clusters Score -3431474 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -3431567.000000 Penalty: 5069.703613
	Iteration 53Q: 3 clusters Score -3431567 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -3431676.750000 Penalty: 5069.703613
	Iteration 54Q: 3 clusters Score -3431677 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -3431808.500000 Penalty: 5069.703613
	Iteration 55Q: 3 clusters Score -3431808 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -3431964.000000 Penalty: 5069.703613
	Iteration 56Q: 3 clusters Score -3431964 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -3432047.000000 Penalty: 5069.703613
	Iteration 57Q: 3 clusters Score -3432047 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -3432125.250000 Penalty: 5069.703613
	Iteration 58Q: 3 clusters Score -3432125 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -3432168.500000 Penalty: 5069.703613
	Iteration 59Q: 3 clusters Score -3432168 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -3432195.500000 Penalty: 5069.703613
	Iteration 60F: 3 clusters Score -3432196 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -3432215.750000 Penalty: 5069.703613
	Iteration 61Q: 3 clusters Score -3432216 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -3432226.750000 Penalty: 5069.703613
	Iteration 62Q: 3 clusters Score -3432227 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -3432249.750000 Penalty: 5069.703613
	Iteration 63Q: 3 clusters Score -3432250 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -3432255.000000 Penalty: 5069.703613
	Iteration 64Q: 3 clusters Score -3432255 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -3432263.750000 Penalty: 5069.703613
	Iteration 65Q: 3 clusters Score -3432264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -3432263.000000 Penalty: 5069.703613
	Iteration 66Q: 3 clusters Score -3432263 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -3432271.000000 Penalty: 5069.703613
	Iteration 67Q: 3 clusters Score -3432271 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -3432276.000000 Penalty: 5069.703613
	Iteration 68Q: 3 clusters Score -3432276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3432284.500000 Penalty: 5069.703613
	Iteration 69Q: 3 clusters Score -3432284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -3432289.750000 Penalty: 5069.703613
	Iteration 70Q: 3 clusters Score -3432290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -3432293.500000 Penalty: 5069.703613
	Iteration 71Q: 3 clusters Score -3432294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -3432296.500000 Penalty: 5069.703613
	Iteration 72Q: 3 clusters Score -3432296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -3432298.000000 Penalty: 5069.703613
	Iteration 73Q: 3 clusters Score -3432298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -3432310.500000 Penalty: 5069.703613
	Iteration 74Q: 3 clusters Score -3432310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -3432305.250000 Penalty: 5069.703613
	Iteration 75Q: 3 clusters Score -3432305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -3432310.000000 Penalty: 5069.703613
	Iteration 76Q: 3 clusters Score -3432310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3432316.250000 Penalty: 5069.703613
	Iteration 77Q: 3 clusters Score -3432316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -3432316.250000 Penalty: 5069.703613
	Iteration 78Q: 3 clusters Score -3432316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -3432318.500000 Penalty: 5069.703613
	Iteration 79Q: 3 clusters Score -3432318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -3432318.250000 Penalty: 5069.703613
	Iteration 80F: 3 clusters Score -3432318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3432319.250000 Penalty: 5069.703613
	Iteration 81Q: 3 clusters Score -3432319 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -3432321.000000 Penalty: 5069.703613
	Iteration 82Q: 3 clusters Score -3432321 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -3432319.750000 Penalty: 5069.703613
	Iteration 83Q: 3 clusters Score -3432320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -3432324.250000 Penalty: 5069.703613
	Iteration 84Q: 3 clusters Score -3432324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -3432322.250000 Penalty: 5069.703613
	Iteration 85Q: 3 clusters Score -3432322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -3432333.500000 Penalty: 5069.703613
	Iteration 86Q: 3 clusters Score -3432334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -3432337.750000 Penalty: 5069.703613
	Iteration 87Q: 3 clusters Score -3432338 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -3432332.500000 Penalty: 5069.703613
	Iteration 88Q: 3 clusters Score -3432332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -3432344.750000 Penalty: 5069.703613
	Iteration 89Q: 3 clusters Score -3432345 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -3432348.750000 Penalty: 5069.703613
	Iteration 90Q: 3 clusters Score -3432349 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -3432343.750000 Penalty: 5069.703613
	Iteration 91Q: 3 clusters Score -3432344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -3432351.250000 Penalty: 5069.703613
	Iteration 92Q: 3 clusters Score -3432351 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -3432352.750000 Penalty: 5069.703613
	Iteration 93Q: 3 clusters Score -3432353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -3432356.750000 Penalty: 5069.703613
	Iteration 94Q: 3 clusters Score -3432357 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -3432363.000000 Penalty: 5069.703613
	Iteration 95Q: 3 clusters Score -3432363 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -3432364.000000 Penalty: 5069.703613
	Iteration 96Q: 3 clusters Score -3432364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -3432368.250000 Penalty: 5069.703613
	Iteration 97Q: 3 clusters Score -3432368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -3432369.500000 Penalty: 5069.703613
	Iteration 98Q: 3 clusters Score -3432370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -3432372.500000 Penalty: 5069.703613
	Iteration 99Q: 3 clusters Score -3432372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -3432373.000000 Penalty: 5069.703613
	Iteration 100F: 3 clusters Score -3432373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -3432377.750000 Penalty: 5069.703613
	Iteration 101Q: 3 clusters Score -3432378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -3432382.750000 Penalty: 5069.703613
	Iteration 102Q: 3 clusters Score -3432383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -3432381.750000 Penalty: 5069.703613
	Iteration 103Q: 3 clusters Score -3432382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -3432384.500000 Penalty: 5069.703613
	Iteration 104Q: 3 clusters Score -3432384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3432382.750000 Penalty: 5069.703613
	Iteration 105Q: 3 clusters Score -3432383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -3432381.250000 Penalty: 5069.703613
	Iteration 106Q: 3 clusters Score -3432381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -3432381.250000 Penalty: 5069.703613
	Iteration 107F: 3 clusters Score -3432381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -39192.593750 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -39192.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37815.238281 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -37815.24 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38009.488281 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -38009.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -38083.121094 Penalty: 2913.965820
	Iteration 2F: 3 clusters Score -38083.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -38180.453125 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -38180.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -38244.917969 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -38244.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -38265.527344 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -38265.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -38294.203125 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -38294.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -38349.992188 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -38349.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -38409.671875 Penalty: 2913.965820
	Iteration 8Q: 3 clusters Score -38409.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -38422.484375 Penalty: 2913.965820
	Iteration 9Q: 3 clusters Score -38422.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -38467.082031 Penalty: 2913.965820
	Iteration 10Q: 3 clusters Score -38467.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -38513.175781 Penalty: 2913.965820
	Iteration 11Q: 3 clusters Score -38513.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -38590.609375 Penalty: 2913.965820
	Iteration 12Q: 3 clusters Score -38590.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -38647.054688 Penalty: 2913.965820
	Iteration 13Q: 3 clusters Score -38647.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -38698.769531 Penalty: 2913.965820
	Iteration 14Q: 3 clusters Score -38698.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -38750.269531 Penalty: 2913.965820
	Iteration 15Q: 3 clusters Score -38750.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -38837.492188 Penalty: 2913.965820
	Iteration 16Q: 3 clusters Score -38837.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -38847.441406 Penalty: 2913.965820
	Iteration 17Q: 3 clusters Score -38847.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -38852.316406 Penalty: 2913.965820
	Iteration 18Q: 3 clusters Score -38852.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -38852.316406 Penalty: 2913.965820
	Iteration 19F: 3 clusters Score -38852.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -86631.343750 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -86631.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -84905.375000 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -84905.38 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -85123.601562 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -85123.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -85195.242188 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -85195.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -85235.554688 Penalty: 3282.231934
	Iteration 3Q: 3 clusters Score -85235.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85263.234375 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -85263.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85287.000000 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -85287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -85299.968750 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -85299.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85318.234375 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -85318.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85342.101562 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -85342.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85364.031250 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -85364.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -85380.468750 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -85380.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -85389.265625 Penalty: 3282.231934
	Iteration 11Q: 3 clusters Score -85389.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85395.070312 Penalty: 3282.231934
	Iteration 12Q: 3 clusters Score -85395.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -85398.359375 Penalty: 3282.231934
	Iteration 13Q: 3 clusters Score -85398.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85401.093750 Penalty: 3282.231934
	Iteration 14Q: 3 clusters Score -85401.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -85409.687500 Penalty: 3282.231934
	Iteration 15Q: 3 clusters Score -85409.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85410.531250 Penalty: 3282.231934
	Iteration 16Q: 3 clusters Score -85410.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85410.531250 Penalty: 3282.231934
	Iteration 17F: 3 clusters Score -85410.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (293387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293387 members 
Entering Unmasked Estep 
Score: -36387712.000000 Penalty: 3122.133545
	Iteration 0F: 2 clusters Score -3.638771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147138 members 
Mstep: Class 2 contains 146249 members 
Entering Unmasked Estep 
Score: -36204580.000000 Penalty: 6244.267090
	Iteration 0F: 3 clusters Score -3.620458e+07 nChanged 141978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157218 members 
Mstep: Class 2 contains 136169 members 
Entering Unmasked Estep 
Score: -36288904.000000 Penalty: 6244.267090
	Iteration 1F: 3 clusters Score -3.62889e+07 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163520 members 
Mstep: Class 2 contains 129867 members 
Entering Unmasked Estep 
Score: -36291368.000000 Penalty: 6244.267090
	Iteration 2Q: 3 clusters Score -3.629137e+07 nChanged 11597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173423 members 
Mstep: Class 2 contains 119964 members 
Entering Unmasked Estep 
Score: -36295240.000000 Penalty: 6244.267090
	Iteration 3Q: 3 clusters Score -3.629524e+07 nChanged 16104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188529 members 
Mstep: Class 2 contains 104858 members 
Entering Unmasked Estep 
Score: -36302948.000000 Penalty: 6244.267090
	Iteration 4F: 3 clusters Score -3.630295e+07 nChanged 21691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209684 members 
Mstep: Class 2 contains 83703 members 
Entering Unmasked Estep 
Score: -36316228.000000 Penalty: 6244.267090
	Iteration 5F: 3 clusters Score -3.631623e+07 nChanged 25955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235339 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -36336688.000000 Penalty: 6244.267090
	Iteration 6F: 3 clusters Score -3.633669e+07 nChanged 24987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260170 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -36359808.000000 Penalty: 6244.267090
	Iteration 7F: 3 clusters Score -3.635981e+07 nChanged 17969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278111 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -36375736.000000 Penalty: 6244.267090
	Iteration 8F: 3 clusters Score -3.637574e+07 nChanged 9184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287289 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -36382496.000000 Penalty: 6244.267090
	Iteration 9Q: 3 clusters Score -3.63825e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290906 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -36384896.000000 Penalty: 6244.267090
	Iteration 10Q: 3 clusters Score -3.63849e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292080 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -36385436.000000 Penalty: 6244.267090
	Iteration 11Q: 3 clusters Score -3.638544e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292412 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -36385608.000000 Penalty: 6244.267090
	Iteration 12Q: 3 clusters Score -3.638561e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292532 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -36385732.000000 Penalty: 6244.267090
	Iteration 13Q: 3 clusters Score -3.638573e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292582 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -36385772.000000 Penalty: 6244.267090
	Iteration 14Q: 3 clusters Score -3.638577e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292602 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -36385796.000000 Penalty: 6244.267090
	Iteration 15Q: 3 clusters Score -3.63858e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292618 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -36385808.000000 Penalty: 6244.267090
	Iteration 16Q: 3 clusters Score -3.638581e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292627 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -36385820.000000 Penalty: 6244.267090
	Iteration 17Q: 3 clusters Score -3.638582e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292638 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -36385808.000000 Penalty: 6244.267090
	Iteration 18Q: 3 clusters Score -3.638581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292649 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -36385796.000000 Penalty: 6244.267090
	Iteration 19Q: 3 clusters Score -3.63858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292654 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -36385800.000000 Penalty: 6244.267090
	Iteration 20F: 3 clusters Score -3.63858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292654 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -36385800.000000 Penalty: 6244.267090
	Iteration 21Q: 3 clusters Score -3.63858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292654 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -36385800.000000 Penalty: 6244.267090
	Iteration 22F: 3 clusters Score -3.63858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -68874.976562 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -68874.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67234.117188 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -67234.12 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67455.578125 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -67455.58 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67557.984375 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -67557.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67621.742188 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -67621.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67649.539062 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -67649.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67662.507812 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -67662.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67666.015625 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -67666.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -67667.539062 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -67667.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67672.750000 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -67672.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67675.445312 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -67675.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67677.453125 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -67677.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67678.273438 Penalty: 3172.049805
	Iteration 11Q: 3 clusters Score -67678.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67678.273438 Penalty: 3172.049805
	Iteration 12F: 3 clusters Score -67678.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Entering Unmasked Estep 
Score: -280705.156250 Penalty: 1976.743652
	Iteration 0F: 2 clusters Score -280705.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -277566.406250 Penalty: 3953.487305
	Iteration 0F: 3 clusters Score -277566.4 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -278297.062500 Penalty: 3953.487305
	Iteration 1F: 3 clusters Score -278297.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -278610.375000 Penalty: 3953.487305
	Iteration 2F: 3 clusters Score -278610.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -278920.375000 Penalty: 3953.487305
	Iteration 3F: 3 clusters Score -278920.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -279244.687500 Penalty: 3953.487305
	Iteration 4F: 3 clusters Score -279244.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -279529.875000 Penalty: 3953.487305
	Iteration 5F: 3 clusters Score -279529.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -279767.437500 Penalty: 3953.487305
	Iteration 6Q: 3 clusters Score -279767.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -279942.656250 Penalty: 3953.487305
	Iteration 7Q: 3 clusters Score -279942.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -280034.812500 Penalty: 3953.487305
	Iteration 8Q: 3 clusters Score -280034.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -280091.625000 Penalty: 3953.487305
	Iteration 9Q: 3 clusters Score -280091.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -280116.281250 Penalty: 3953.487305
	Iteration 10Q: 3 clusters Score -280116.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -280126.375000 Penalty: 3953.487305
	Iteration 11Q: 3 clusters Score -280126.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -280138.687500 Penalty: 3953.487305
	Iteration 12Q: 3 clusters Score -280138.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -280152.375000 Penalty: 3953.487305
	Iteration 13Q: 3 clusters Score -280152.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -280162.000000 Penalty: 3953.487305
	Iteration 14Q: 3 clusters Score -280162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -280164.343750 Penalty: 3953.487305
	Iteration 15Q: 3 clusters Score -280164.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -280164.187500 Penalty: 3953.487305
	Iteration 16Q: 3 clusters Score -280164.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -280165.031250 Penalty: 3953.487305
	Iteration 17Q: 3 clusters Score -280165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -280165.781250 Penalty: 3953.487305
	Iteration 18Q: 3 clusters Score -280165.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -280166.062500 Penalty: 3953.487305
	Iteration 19Q: 3 clusters Score -280166.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -280167.343750 Penalty: 3953.487305
	Iteration 20F: 3 clusters Score -280167.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -280170.968750 Penalty: 3953.487305
	Iteration 21Q: 3 clusters Score -280171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -280172.906250 Penalty: 3953.487305
	Iteration 22Q: 3 clusters Score -280172.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -280174.093750 Penalty: 3953.487305
	Iteration 23Q: 3 clusters Score -280174.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -280174.093750 Penalty: 3953.487305
	Iteration 24F: 3 clusters Score -280174.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Entering Unmasked Estep 
Score: -754302.875000 Penalty: 2164.970703
	Iteration 0F: 2 clusters Score -754302.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -749033.312500 Penalty: 4329.941406
	Iteration 0F: 3 clusters Score -749033.3 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -750298.562500 Penalty: 4329.941406
	Iteration 1F: 3 clusters Score -750298.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -750521.812500 Penalty: 4329.941406
	Iteration 2F: 3 clusters Score -750521.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -750676.500000 Penalty: 4329.941406
	Iteration 3F: 3 clusters Score -750676.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -750788.125000 Penalty: 4329.941406
	Iteration 4Q: 3 clusters Score -750788.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -750883.312500 Penalty: 4329.941406
	Iteration 5Q: 3 clusters Score -750883.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -750965.062500 Penalty: 4329.941406
	Iteration 6Q: 3 clusters Score -750965.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -751038.750000 Penalty: 4329.941406
	Iteration 7Q: 3 clusters Score -751038.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -751110.812500 Penalty: 4329.941406
	Iteration 8Q: 3 clusters Score -751110.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -751187.187500 Penalty: 4329.941406
	Iteration 9Q: 3 clusters Score -751187.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -751264.500000 Penalty: 4329.941406
	Iteration 10Q: 3 clusters Score -751264.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -751363.125000 Penalty: 4329.941406
	Iteration 11Q: 3 clusters Score -751363.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -751461.687500 Penalty: 4329.941406
	Iteration 12Q: 3 clusters Score -751461.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -751547.875000 Penalty: 4329.941406
	Iteration 13Q: 3 clusters Score -751547.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -751628.312500 Penalty: 4329.941406
	Iteration 14Q: 3 clusters Score -751628.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -751711.062500 Penalty: 4329.941406
	Iteration 15Q: 3 clusters Score -751711.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -751806.500000 Penalty: 4329.941406
	Iteration 16Q: 3 clusters Score -751806.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -751904.312500 Penalty: 4329.941406
	Iteration 17Q: 3 clusters Score -751904.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -751984.687500 Penalty: 4329.941406
	Iteration 18Q: 3 clusters Score -751984.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -752059.125000 Penalty: 4329.941406
	Iteration 19Q: 3 clusters Score -752059.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -752127.125000 Penalty: 4329.941406
	Iteration 20F: 3 clusters Score -752127.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -752176.250000 Penalty: 4329.941406
	Iteration 21Q: 3 clusters Score -752176.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -752211.750000 Penalty: 4329.941406
	Iteration 22Q: 3 clusters Score -752211.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -752244.750000 Penalty: 4329.941406
	Iteration 23Q: 3 clusters Score -752244.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -752268.687500 Penalty: 4329.941406
	Iteration 24Q: 3 clusters Score -752268.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -752288.687500 Penalty: 4329.941406
	Iteration 25Q: 3 clusters Score -752288.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -752301.812500 Penalty: 4329.941406
	Iteration 26Q: 3 clusters Score -752301.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -752313.312500 Penalty: 4329.941406
	Iteration 27Q: 3 clusters Score -752313.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -752322.562500 Penalty: 4329.941406
	Iteration 28Q: 3 clusters Score -752322.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -752328.687500 Penalty: 4329.941406
	Iteration 29Q: 3 clusters Score -752328.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -752335.312500 Penalty: 4329.941406
	Iteration 30Q: 3 clusters Score -752335.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -752338.875000 Penalty: 4329.941406
	Iteration 31Q: 3 clusters Score -752338.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -752345.125000 Penalty: 4329.941406
	Iteration 32Q: 3 clusters Score -752345.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -752350.437500 Penalty: 4329.941406
	Iteration 33Q: 3 clusters Score -752350.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -752355.687500 Penalty: 4329.941406
	Iteration 34Q: 3 clusters Score -752355.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -752357.437500 Penalty: 4329.941406
	Iteration 35Q: 3 clusters Score -752357.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -752361.625000 Penalty: 4329.941406
	Iteration 36Q: 3 clusters Score -752361.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -752363.687500 Penalty: 4329.941406
	Iteration 37Q: 3 clusters Score -752363.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -752371.750000 Penalty: 4329.941406
	Iteration 38Q: 3 clusters Score -752371.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -752372.687500 Penalty: 4329.941406
	Iteration 39Q: 3 clusters Score -752372.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -752379.062500 Penalty: 4329.941406
	Iteration 40F: 3 clusters Score -752379.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -752381.312500 Penalty: 4329.941406
	Iteration 41Q: 3 clusters Score -752381.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -752386.375000 Penalty: 4329.941406
	Iteration 42Q: 3 clusters Score -752386.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -752389.437500 Penalty: 4329.941406
	Iteration 43Q: 3 clusters Score -752389.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -752389.687500 Penalty: 4329.941406
	Iteration 44Q: 3 clusters Score -752389.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -752392.500000 Penalty: 4329.941406
	Iteration 45Q: 3 clusters Score -752392.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -752394.750000 Penalty: 4329.941406
	Iteration 46Q: 3 clusters Score -752394.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -752395.687500 Penalty: 4329.941406
	Iteration 47Q: 3 clusters Score -752395.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -752395.000000 Penalty: 4329.941406
	Iteration 48Q: 3 clusters Score -752395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -752395.250000 Penalty: 4329.941406
	Iteration 49Q: 3 clusters Score -752395.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -752395.250000 Penalty: 4329.941406
	Iteration 50F: 3 clusters Score -752395.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118054 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 18237 members 
Mstep: Class 8 contains 275952 members 
Mstep: Class 9 contains 60077 members 
Mstep: Class 10 contains 27405 members 
Mstep: Class 11 contains 4139 members 
Mstep: Class 12 contains 30115 members 
Mstep: Class 13 contains 14430 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191141 members 
Mstep: Class 16 contains 76915 members 
Mstep: Class 17 contains 30992 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24940 members 
Mstep: Class 21 contains 3097 members 
Mstep: Class 22 contains 19961 members 
Mstep: Class 23 contains 10609 members 
Mstep: Class 24 contains 27479 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293387 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595312.000000 Penalty: 104589.859375
Iteration 319Q: 31 clusters Score -1.545953e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118097 members 
Mstep: Class 4 contains 17192 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 18252 members 
Mstep: Class 8 contains 275710 members 
Mstep: Class 9 contains 60094 members 
Mstep: Class 10 contains 27405 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 30121 members 
Mstep: Class 13 contains 14428 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191120 members 
Mstep: Class 16 contains 76923 members 
Mstep: Class 17 contains 31001 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24935 members 
Mstep: Class 21 contains 3094 members 
Mstep: Class 22 contains 19961 members 
Mstep: Class 23 contains 10614 members 
Mstep: Class 24 contains 27534 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293484 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595232.000000 Penalty: 104589.859375
Iteration 320F: 31 clusters Score -1.545952e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118152 members 
Mstep: Class 4 contains 17197 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 18276 members 
Mstep: Class 8 contains 275438 members 
Mstep: Class 9 contains 60108 members 
Mstep: Class 10 contains 27406 members 
Mstep: Class 11 contains 4143 members 
Mstep: Class 12 contains 30122 members 
Mstep: Class 13 contains 14424 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191093 members 
Mstep: Class 16 contains 76916 members 
Mstep: Class 17 contains 31020 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 3094 members 
Mstep: Class 22 contains 19961 members 
Mstep: Class 23 contains 10616 members 
Mstep: Class 24 contains 27589 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293614 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595392.000000 Penalty: 104589.859375
Iteration 321Q: 31 clusters Score -1.545954e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118225 members 
Mstep: Class 4 contains 17211 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 18298 members 
Mstep: Class 8 contains 275224 members 
Mstep: Class 9 contains 60111 members 
Mstep: Class 10 contains 27410 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 30123 members 
Mstep: Class 13 contains 14425 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191076 members 
Mstep: Class 16 contains 76899 members 
Mstep: Class 17 contains 31030 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24929 members 
Mstep: Class 21 contains 3093 members 
Mstep: Class 22 contains 19956 members 
Mstep: Class 23 contains 10626 members 
Mstep: Class 24 contains 27649 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293668 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595312.000000 Penalty: 104589.859375
Iteration 322Q: 31 clusters Score -1.545953e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118293 members 
Mstep: Class 4 contains 17225 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 18311 members 
Mstep: Class 8 contains 275004 members 
Mstep: Class 9 contains 60123 members 
Mstep: Class 10 contains 27409 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 30123 members 
Mstep: Class 13 contains 14425 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191089 members 
Mstep: Class 16 contains 76891 members 
Mstep: Class 17 contains 31028 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24929 members 
Mstep: Class 21 contains 3092 members 
Mstep: Class 22 contains 19959 members 
Mstep: Class 23 contains 10628 members 
Mstep: Class 24 contains 27703 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293716 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595248.000000 Penalty: 104589.859375
Iteration 323Q: 31 clusters Score -1.545952e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118336 members 
Mstep: Class 4 contains 17233 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 18324 members 
Mstep: Class 8 contains 274819 members 
Mstep: Class 9 contains 60126 members 
Mstep: Class 10 contains 27408 members 
Mstep: Class 11 contains 4141 members 
Mstep: Class 12 contains 30123 members 
Mstep: Class 13 contains 14423 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191109 members 
Mstep: Class 16 contains 76887 members 
Mstep: Class 17 contains 31026 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24927 members 
Mstep: Class 21 contains 3091 members 
Mstep: Class 22 contains 19955 members 
Mstep: Class 23 contains 10626 members 
Mstep: Class 24 contains 27757 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293774 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595168.000000 Penalty: 104589.859375
Iteration 324Q: 31 clusters Score -1.545952e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118364 members 
Mstep: Class 4 contains 17241 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 18333 members 
Mstep: Class 8 contains 274642 members 
Mstep: Class 9 contains 60129 members 
Mstep: Class 10 contains 27410 members 
Mstep: Class 11 contains 4141 members 
Mstep: Class 12 contains 30123 members 
Mstep: Class 13 contains 14422 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191099 members 
Mstep: Class 16 contains 76880 members 
Mstep: Class 17 contains 31028 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24926 members 
Mstep: Class 21 contains 3092 members 
Mstep: Class 22 contains 19951 members 
Mstep: Class 23 contains 10628 members 
Mstep: Class 24 contains 27822 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293853 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595216.000000 Penalty: 104589.859375
Iteration 325Q: 31 clusters Score -1.545952e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118398 members 
Mstep: Class 4 contains 17247 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3953 members 
Mstep: Class 7 contains 18349 members 
Mstep: Class 8 contains 274461 members 
Mstep: Class 9 contains 60123 members 
Mstep: Class 10 contains 27410 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 30127 members 
Mstep: Class 13 contains 14422 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191096 members 
Mstep: Class 16 contains 76880 members 
Mstep: Class 17 contains 31016 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24925 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 19952 members 
Mstep: Class 23 contains 10630 members 
Mstep: Class 24 contains 27860 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 293952 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595424.000000 Penalty: 104589.859375
Iteration 326Q: 31 clusters Score -1.545954e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118430 members 
Mstep: Class 4 contains 17259 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3951 members 
Mstep: Class 7 contains 18365 members 
Mstep: Class 8 contains 274249 members 
Mstep: Class 9 contains 60113 members 
Mstep: Class 10 contains 27411 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 30127 members 
Mstep: Class 13 contains 14424 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191079 members 
Mstep: Class 16 contains 76872 members 
Mstep: Class 17 contains 31005 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24924 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 19954 members 
Mstep: Class 23 contains 10635 members 
Mstep: Class 24 contains 27898 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294098 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595200.000000 Penalty: 104589.859375
Iteration 327Q: 31 clusters Score -1.545952e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118467 members 
Mstep: Class 4 contains 17274 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3951 members 
Mstep: Class 7 contains 18387 members 
Mstep: Class 8 contains 274027 members 
Mstep: Class 9 contains 60110 members 
Mstep: Class 10 contains 27411 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 30124 members 
Mstep: Class 13 contains 14426 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191064 members 
Mstep: Class 16 contains 76871 members 
Mstep: Class 17 contains 31004 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24922 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 19956 members 
Mstep: Class 23 contains 10643 members 
Mstep: Class 24 contains 27939 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294217 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595216.000000 Penalty: 104589.859375
Iteration 328Q: 31 clusters Score -1.545952e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118524 members 
Mstep: Class 4 contains 17282 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3951 members 
Mstep: Class 7 contains 18414 members 
Mstep: Class 8 contains 273749 members 
Mstep: Class 9 contains 60100 members 
Mstep: Class 10 contains 27411 members 
Mstep: Class 11 contains 4141 members 
Mstep: Class 12 contains 30127 members 
Mstep: Class 13 contains 14428 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191077 members 
Mstep: Class 16 contains 76862 members 
Mstep: Class 17 contains 31004 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24917 members 
Mstep: Class 21 contains 3102 members 
Mstep: Class 22 contains 19948 members 
Mstep: Class 23 contains 10651 members 
Mstep: Class 24 contains 27981 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294366 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595344.000000 Penalty: 104589.859375
Iteration 329Q: 31 clusters Score -1.545953e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118562 members 
Mstep: Class 4 contains 17284 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3952 members 
Mstep: Class 7 contains 18433 members 
Mstep: Class 8 contains 273508 members 
Mstep: Class 9 contains 60089 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 4141 members 
Mstep: Class 12 contains 30124 members 
Mstep: Class 13 contains 14431 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191080 members 
Mstep: Class 16 contains 76851 members 
Mstep: Class 17 contains 30986 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24916 members 
Mstep: Class 21 contains 3102 members 
Mstep: Class 22 contains 19941 members 
Mstep: Class 23 contains 10656 members 
Mstep: Class 24 contains 28035 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294531 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595472.000000 Penalty: 104589.859375
Iteration 330Q: 31 clusters Score -1.545955e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118600 members 
Mstep: Class 4 contains 17292 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3952 members 
Mstep: Class 7 contains 18453 members 
Mstep: Class 8 contains 273202 members 
Mstep: Class 9 contains 60086 members 
Mstep: Class 10 contains 27413 members 
Mstep: Class 11 contains 4139 members 
Mstep: Class 12 contains 30126 members 
Mstep: Class 13 contains 14434 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191099 members 
Mstep: Class 16 contains 76847 members 
Mstep: Class 17 contains 30979 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24911 members 
Mstep: Class 21 contains 3102 members 
Mstep: Class 22 contains 19930 members 
Mstep: Class 23 contains 10656 members 
Mstep: Class 24 contains 28101 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294706 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595648.000000 Penalty: 104589.859375
Iteration 331Q: 31 clusters Score -1.545956e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118643 members 
Mstep: Class 4 contains 17296 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3952 members 
Mstep: Class 7 contains 18462 members 
Mstep: Class 8 contains 272965 members 
Mstep: Class 9 contains 60087 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 4139 members 
Mstep: Class 12 contains 30126 members 
Mstep: Class 13 contains 14428 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191143 members 
Mstep: Class 16 contains 76826 members 
Mstep: Class 17 contains 30973 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24907 members 
Mstep: Class 21 contains 3101 members 
Mstep: Class 22 contains 19932 members 
Mstep: Class 23 contains 10655 members 
Mstep: Class 24 contains 28167 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294813 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595232.000000 Penalty: 104589.859375
Iteration 332Q: 31 clusters Score -1.545952e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118680 members 
Mstep: Class 4 contains 17300 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3952 members 
Mstep: Class 7 contains 18485 members 
Mstep: Class 8 contains 272741 members 
Mstep: Class 9 contains 60094 members 
Mstep: Class 10 contains 27413 members 
Mstep: Class 11 contains 4139 members 
Mstep: Class 12 contains 30128 members 
Mstep: Class 13 contains 14428 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191190 members 
Mstep: Class 16 contains 76817 members 
Mstep: Class 17 contains 30971 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24905 members 
Mstep: Class 21 contains 3101 members 
Mstep: Class 22 contains 19931 members 
Mstep: Class 23 contains 10658 members 
Mstep: Class 24 contains 28237 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294854 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595536.000000 Penalty: 104589.859375
Iteration 333Q: 31 clusters Score -1.545955e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118718 members 
Mstep: Class 4 contains 17319 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3952 members 
Mstep: Class 7 contains 18508 members 
Mstep: Class 8 contains 272538 members 
Mstep: Class 9 contains 60087 members 
Mstep: Class 10 contains 27419 members 
Mstep: Class 11 contains 4140 members 
Mstep: Class 12 contains 30126 members 
Mstep: Class 13 contains 14427 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191233 members 
Mstep: Class 16 contains 76813 members 
Mstep: Class 17 contains 30956 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24906 members 
Mstep: Class 21 contains 3101 members 
Mstep: Class 22 contains 19928 members 
Mstep: Class 23 contains 10657 members 
Mstep: Class 24 contains 28292 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294902 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595264.000000 Penalty: 104589.859375
Iteration 334Q: 31 clusters Score -1.545953e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118776 members 
Mstep: Class 4 contains 17335 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3952 members 
Mstep: Class 7 contains 18528 members 
Mstep: Class 8 contains 272354 members 
Mstep: Class 9 contains 60073 members 
Mstep: Class 10 contains 27420 members 
Mstep: Class 11 contains 4139 members 
Mstep: Class 12 contains 30126 members 
Mstep: Class 13 contains 14429 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191296 members 
Mstep: Class 16 contains 76807 members 
Mstep: Class 17 contains 30936 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24905 members 
Mstep: Class 21 contains 3101 members 
Mstep: Class 22 contains 19930 members 
Mstep: Class 23 contains 10656 members 
Mstep: Class 24 contains 28341 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294917 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595136.000000 Penalty: 104589.859375
Iteration 335Q: 31 clusters Score -1.545951e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118828 members 
Mstep: Class 4 contains 17344 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3952 members 
Mstep: Class 7 contains 18557 members 
Mstep: Class 8 contains 272130 members 
Mstep: Class 9 contains 60077 members 
Mstep: Class 10 contains 27424 members 
Mstep: Class 11 contains 4139 members 
Mstep: Class 12 contains 30122 members 
Mstep: Class 13 contains 14437 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191384 members 
Mstep: Class 16 contains 76801 members 
Mstep: Class 17 contains 30922 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24901 members 
Mstep: Class 21 contains 3102 members 
Mstep: Class 22 contains 19930 members 
Mstep: Class 23 contains 10657 members 
Mstep: Class 24 contains 28395 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294918 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595056.000000 Penalty: 104589.859375
Iteration 336Q: 31 clusters Score -1.545951e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118878 members 
Mstep: Class 4 contains 17350 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3952 members 
Mstep: Class 7 contains 18590 members 
Mstep: Class 8 contains 271947 members 
Mstep: Class 9 contains 60068 members 
Mstep: Class 10 contains 27424 members 
Mstep: Class 11 contains 4140 members 
Mstep: Class 12 contains 30117 members 
Mstep: Class 13 contains 14443 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191468 members 
Mstep: Class 16 contains 76787 members 
Mstep: Class 17 contains 30907 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24899 members 
Mstep: Class 21 contains 3103 members 
Mstep: Class 22 contains 19933 members 
Mstep: Class 23 contains 10657 members 
Mstep: Class 24 contains 28454 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294903 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154594736.000000 Penalty: 104589.859375
Iteration 337Q: 31 clusters Score -1.545947e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118940 members 
Mstep: Class 4 contains 17361 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3953 members 
Mstep: Class 7 contains 18618 members 
Mstep: Class 8 contains 271740 members 
Mstep: Class 9 contains 60071 members 
Mstep: Class 10 contains 27425 members 
Mstep: Class 11 contains 4139 members 
Mstep: Class 12 contains 30111 members 
Mstep: Class 13 contains 14446 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191505 members 
Mstep: Class 16 contains 76770 members 
Mstep: Class 17 contains 30898 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24898 members 
Mstep: Class 21 contains 3101 members 
Mstep: Class 22 contains 19934 members 
Mstep: Class 23 contains 10658 members 
Mstep: Class 24 contains 28505 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294947 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6193 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 338Q: 31 clusters Score -1.545951e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 118995 members 
Mstep: Class 4 contains 17377 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 18637 members 
Mstep: Class 8 contains 271527 members 
Mstep: Class 9 contains 60083 members 
Mstep: Class 10 contains 27425 members 
Mstep: Class 11 contains 4141 members 
Mstep: Class 12 contains 30107 members 
Mstep: Class 13 contains 14449 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191553 members 
Mstep: Class 16 contains 76761 members 
Mstep: Class 17 contains 30891 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24889 members 
Mstep: Class 21 contains 3100 members 
Mstep: Class 22 contains 19931 members 
Mstep: Class 23 contains 10662 members 
Mstep: Class 24 contains 28554 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 294984 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595056.000000 Penalty: 104589.859375
Iteration 339Q: 31 clusters Score -1.545951e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 119073 members 
Mstep: Class 4 contains 17390 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 18670 members 
Mstep: Class 8 contains 271296 members 
Mstep: Class 9 contains 60096 members 
Mstep: Class 10 contains 27428 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 30101 members 
Mstep: Class 13 contains 14454 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191590 members 
Mstep: Class 16 contains 76756 members 
Mstep: Class 17 contains 30885 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24884 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 19931 members 
Mstep: Class 23 contains 10664 members 
Mstep: Class 24 contains 28596 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295011 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6192 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 340F: 31 clusters Score -1.545952e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 119135 members 
Mstep: Class 4 contains 17409 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 18698 members 
Mstep: Class 8 contains 271077 members 
Mstep: Class 9 contains 60102 members 
Mstep: Class 10 contains 27430 members 
Mstep: Class 11 contains 4143 members 
Mstep: Class 12 contains 30104 members 
Mstep: Class 13 contains 14461 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191643 members 
Mstep: Class 16 contains 76742 members 
Mstep: Class 17 contains 30886 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24876 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 19927 members 
Mstep: Class 23 contains 10669 members 
Mstep: Class 24 contains 28635 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295031 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6192 members 
Entering Unmasked Estep 
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Iteration 341Q: 31 clusters Score -1.545953e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 119206 members 
Mstep: Class 4 contains 17430 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 18717 members 
Mstep: Class 8 contains 270871 members 
Mstep: Class 9 contains 60110 members 
Mstep: Class 10 contains 27434 members 
Mstep: Class 11 contains 4143 members 
Mstep: Class 12 contains 30104 members 
Mstep: Class 13 contains 14467 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191662 members 
Mstep: Class 16 contains 76726 members 
Mstep: Class 17 contains 30881 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24870 members 
Mstep: Class 21 contains 3097 members 
Mstep: Class 22 contains 19921 members 
Mstep: Class 23 contains 10661 members 
Mstep: Class 24 contains 28685 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295081 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6192 members 
Entering Unmasked Estep 
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Iteration 342Q: 31 clusters Score -1.545953e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 119281 members 
Mstep: Class 4 contains 17449 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 18732 members 
Mstep: Class 8 contains 270687 members 
Mstep: Class 9 contains 60124 members 
Mstep: Class 10 contains 27432 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 30107 members 
Mstep: Class 13 contains 14474 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191679 members 
Mstep: Class 16 contains 76707 members 
Mstep: Class 17 contains 30876 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24869 members 
Mstep: Class 21 contains 3097 members 
Mstep: Class 22 contains 19911 members 
Mstep: Class 23 contains 10656 members 
Mstep: Class 24 contains 28724 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295116 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6193 members 
Entering Unmasked Estep 
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Iteration 343Q: 31 clusters Score -1.54595e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 119348 members 
Mstep: Class 4 contains 17462 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 18743 members 
Mstep: Class 8 contains 270554 members 
Mstep: Class 9 contains 60148 members 
Mstep: Class 10 contains 27434 members 
Mstep: Class 11 contains 4145 members 
Mstep: Class 12 contains 30103 members 
Mstep: Class 13 contains 14483 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191675 members 
Mstep: Class 16 contains 76694 members 
Mstep: Class 17 contains 30878 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24863 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 19903 members 
Mstep: Class 23 contains 10652 members 
Mstep: Class 24 contains 28771 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295109 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6194 members 
Entering Unmasked Estep 
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Iteration 344Q: 31 clusters Score -1.545954e+08 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 119424 members 
Mstep: Class 4 contains 17477 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 18757 members 
Mstep: Class 8 contains 270365 members 
Mstep: Class 9 contains 60167 members 
Mstep: Class 10 contains 27434 members 
Mstep: Class 11 contains 4147 members 
Mstep: Class 12 contains 30095 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191684 members 
Mstep: Class 16 contains 76676 members 
Mstep: Class 17 contains 30886 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24860 members 
Mstep: Class 21 contains 3097 members 
Mstep: Class 22 contains 19904 members 
Mstep: Class 23 contains 10644 members 
Mstep: Class 24 contains 28828 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295124 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6196 members 
Entering Unmasked Estep 
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Iteration 345Q: 31 clusters Score -1.545954e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 119499 members 
Mstep: Class 4 contains 17490 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 18786 members 
Mstep: Class 8 contains 270180 members 
Mstep: Class 9 contains 60183 members 
Mstep: Class 10 contains 27435 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 30094 members 
Mstep: Class 13 contains 14495 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191693 members 
Mstep: Class 16 contains 76681 members 
Mstep: Class 17 contains 30895 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24865 members 
Mstep: Class 21 contains 3096 members 
Mstep: Class 22 contains 19899 members 
Mstep: Class 23 contains 10641 members 
Mstep: Class 24 contains 28879 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295099 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6197 members 
Entering Unmasked Estep 
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Iteration 346Q: 31 clusters Score -1.545952e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 119568 members 
Mstep: Class 4 contains 17506 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 18807 members 
Mstep: Class 8 contains 269931 members 
Mstep: Class 9 contains 60191 members 
Mstep: Class 10 contains 27435 members 
Mstep: Class 11 contains 4146 members 
Mstep: Class 12 contains 30093 members 
Mstep: Class 13 contains 14503 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191756 members 
Mstep: Class 16 contains 76674 members 
Mstep: Class 17 contains 30901 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24864 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 19893 members 
Mstep: Class 23 contains 10638 members 
Mstep: Class 24 contains 28949 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295100 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595248.000000 Penalty: 104589.859375
Iteration 347Q: 31 clusters Score -1.545952e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 119617 members 
Mstep: Class 4 contains 17510 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 18832 members 
Mstep: Class 8 contains 269607 members 
Mstep: Class 9 contains 60203 members 
Mstep: Class 10 contains 27437 members 
Mstep: Class 11 contains 4147 members 
Mstep: Class 12 contains 30087 members 
Mstep: Class 13 contains 14515 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191824 members 
Mstep: Class 16 contains 76665 members 
Mstep: Class 17 contains 30904 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24860 members 
Mstep: Class 21 contains 3096 members 
Mstep: Class 22 contains 19889 members 
Mstep: Class 23 contains 10635 members 
Mstep: Class 24 contains 29025 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295196 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595200.000000 Penalty: 104589.859375
Iteration 348Q: 31 clusters Score -1.545952e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 119690 members 
Mstep: Class 4 contains 17519 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 18852 members 
Mstep: Class 8 contains 269330 members 
Mstep: Class 9 contains 60215 members 
Mstep: Class 10 contains 27434 members 
Mstep: Class 11 contains 4145 members 
Mstep: Class 12 contains 30090 members 
Mstep: Class 13 contains 14524 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191856 members 
Mstep: Class 16 contains 76654 members 
Mstep: Class 17 contains 30907 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24858 members 
Mstep: Class 21 contains 3097 members 
Mstep: Class 22 contains 19886 members 
Mstep: Class 23 contains 10634 members 
Mstep: Class 24 contains 29073 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295285 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6197 members 
Entering Unmasked Estep 
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Score: -154594880.000000 Penalty: 104589.859375
Iteration 349Q: 31 clusters Score -1.545949e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 119765 members 
Mstep: Class 4 contains 17536 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 18865 members 
Mstep: Class 8 contains 269097 members 
Mstep: Class 9 contains 60244 members 
Mstep: Class 10 contains 27433 members 
Mstep: Class 11 contains 4145 members 
Mstep: Class 12 contains 30091 members 
Mstep: Class 13 contains 14525 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191906 members 
Mstep: Class 16 contains 76633 members 
Mstep: Class 17 contains 30912 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24853 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 19886 members 
Mstep: Class 23 contains 10640 members 
Mstep: Class 24 contains 29127 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295289 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154594832.000000 Penalty: 104589.859375
Iteration 350Q: 31 clusters Score -1.545948e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 119835 members 
Mstep: Class 4 contains 17552 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 18866 members 
Mstep: Class 8 contains 268884 members 
Mstep: Class 9 contains 60268 members 
Mstep: Class 10 contains 27431 members 
Mstep: Class 11 contains 4146 members 
Mstep: Class 12 contains 30092 members 
Mstep: Class 13 contains 14527 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 191959 members 
Mstep: Class 16 contains 76613 members 
Mstep: Class 17 contains 30920 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24849 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 19885 members 
Mstep: Class 23 contains 10642 members 
Mstep: Class 24 contains 29168 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295307 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154594656.000000 Penalty: 104589.859375
Iteration 351Q: 31 clusters Score -1.545947e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 119896 members 
Mstep: Class 4 contains 17578 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 18875 members 
Mstep: Class 8 contains 268654 members 
Mstep: Class 9 contains 60284 members 
Mstep: Class 10 contains 27430 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 30093 members 
Mstep: Class 13 contains 14526 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 192041 members 
Mstep: Class 16 contains 76601 members 
Mstep: Class 17 contains 30924 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24851 members 
Mstep: Class 21 contains 3102 members 
Mstep: Class 22 contains 19882 members 
Mstep: Class 23 contains 10637 members 
Mstep: Class 24 contains 29224 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295301 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154594688.000000 Penalty: 104589.859375
Iteration 352Q: 31 clusters Score -1.545947e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 119948 members 
Mstep: Class 4 contains 17592 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 18882 members 
Mstep: Class 8 contains 268371 members 
Mstep: Class 9 contains 60298 members 
Mstep: Class 10 contains 27434 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 30092 members 
Mstep: Class 13 contains 14532 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 192126 members 
Mstep: Class 16 contains 76586 members 
Mstep: Class 17 contains 30926 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24850 members 
Mstep: Class 21 contains 3104 members 
Mstep: Class 22 contains 19878 members 
Mstep: Class 23 contains 10636 members 
Mstep: Class 24 contains 29272 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295372 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154594832.000000 Penalty: 104589.859375
Iteration 353Q: 31 clusters Score -1.545948e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 120013 members 
Mstep: Class 4 contains 17607 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 18887 members 
Mstep: Class 8 contains 268088 members 
Mstep: Class 9 contains 60303 members 
Mstep: Class 10 contains 27435 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 30090 members 
Mstep: Class 13 contains 14531 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 192201 members 
Mstep: Class 16 contains 76585 members 
Mstep: Class 17 contains 30932 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24851 members 
Mstep: Class 21 contains 3104 members 
Mstep: Class 22 contains 19875 members 
Mstep: Class 23 contains 10636 members 
Mstep: Class 24 contains 29326 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295433 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154594576.000000 Penalty: 104589.859375
Iteration 354Q: 31 clusters Score -1.545946e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 120059 members 
Mstep: Class 4 contains 17615 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 18895 members 
Mstep: Class 8 contains 267765 members 
Mstep: Class 9 contains 60314 members 
Mstep: Class 10 contains 27437 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 30091 members 
Mstep: Class 13 contains 14533 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 192285 members 
Mstep: Class 16 contains 76593 members 
Mstep: Class 17 contains 30937 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24847 members 
Mstep: Class 21 contains 3103 members 
Mstep: Class 22 contains 19873 members 
Mstep: Class 23 contains 10641 members 
Mstep: Class 24 contains 29378 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295530 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 6192 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 355Q: 31 clusters Score -1.545943e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 120092 members 
Mstep: Class 4 contains 17619 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 18915 members 
Mstep: Class 8 contains 267421 members 
Mstep: Class 9 contains 60330 members 
Mstep: Class 10 contains 27436 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 30088 members 
Mstep: Class 13 contains 14544 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 192364 members 
Mstep: Class 16 contains 76576 members 
Mstep: Class 17 contains 30950 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24842 members 
Mstep: Class 21 contains 3104 members 
Mstep: Class 22 contains 19865 members 
Mstep: Class 23 contains 10645 members 
Mstep: Class 24 contains 29430 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295672 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154594192.000000 Penalty: 104589.859375
Iteration 356Q: 31 clusters Score -1.545942e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 120130 members 
Mstep: Class 4 contains 17620 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 18924 members 
Mstep: Class 8 contains 267153 members 
Mstep: Class 9 contains 60341 members 
Mstep: Class 10 contains 27439 members 
Mstep: Class 11 contains 4147 members 
Mstep: Class 12 contains 30085 members 
Mstep: Class 13 contains 14550 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 192439 members 
Mstep: Class 16 contains 76549 members 
Mstep: Class 17 contains 30970 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24840 members 
Mstep: Class 21 contains 3103 members 
Mstep: Class 22 contains 19861 members 
Mstep: Class 23 contains 10648 members 
Mstep: Class 24 contains 29479 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295757 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154594144.000000 Penalty: 104589.859375
Iteration 357Q: 31 clusters Score -1.545941e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 120165 members 
Mstep: Class 4 contains 17633 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 18933 members 
Mstep: Class 8 contains 266823 members 
Mstep: Class 9 contains 60366 members 
Mstep: Class 10 contains 27440 members 
Mstep: Class 11 contains 4146 members 
Mstep: Class 12 contains 30084 members 
Mstep: Class 13 contains 14553 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 192525 members 
Mstep: Class 16 contains 76527 members 
Mstep: Class 17 contains 30982 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24843 members 
Mstep: Class 21 contains 3102 members 
Mstep: Class 22 contains 19861 members 
Mstep: Class 23 contains 10661 members 
Mstep: Class 24 contains 29553 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295836 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6193 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 358Q: 31 clusters Score -1.54594e+08 nChanged 1279
Entering ConstructFrom: 
Score: -154594048.000000 Penalty: 104589.859375
Entering ConstructFrom: 
Trying to split cluster 1 (10114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Entering Unmasked Estep 
Score: -1204256.500000 Penalty: 2286.975586
	Iteration 0F: 2 clusters Score -1204256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1196494.875000 Penalty: 4573.951172
	Iteration 0F: 3 clusters Score -1196495 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1198766.875000 Penalty: 4573.951172
	Iteration 1F: 3 clusters Score -1198767 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1199075.250000 Penalty: 4573.951172
	Iteration 2F: 3 clusters Score -1199075 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1199320.750000 Penalty: 4573.951172
	Iteration 3F: 3 clusters Score -1199321 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1199525.000000 Penalty: 4573.951172
	Iteration 4Q: 3 clusters Score -1199525 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1199692.750000 Penalty: 4573.951172
	Iteration 5Q: 3 clusters Score -1199693 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1199845.875000 Penalty: 4573.951172
	Iteration 6Q: 3 clusters Score -1199846 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1199997.625000 Penalty: 4573.951172
	Iteration 7Q: 3 clusters Score -1199998 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1200193.000000 Penalty: 4573.951172
	Iteration 8Q: 3 clusters Score -1200193 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1200422.875000 Penalty: 4573.951172
	Iteration 9Q: 3 clusters Score -1200423 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1200659.250000 Penalty: 4573.951172
	Iteration 10Q: 3 clusters Score -1200659 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1200933.250000 Penalty: 4573.951172
	Iteration 11Q: 3 clusters Score -1200933 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1201194.250000 Penalty: 4573.951172
	Iteration 12Q: 3 clusters Score -1201194 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1201404.625000 Penalty: 4573.951172
	Iteration 13Q: 3 clusters Score -1201405 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1201563.875000 Penalty: 4573.951172
	Iteration 14Q: 3 clusters Score -1201564 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1201699.625000 Penalty: 4573.951172
	Iteration 15Q: 3 clusters Score -1201700 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1201799.375000 Penalty: 4573.951172
	Iteration 16Q: 3 clusters Score -1201799 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1201876.125000 Penalty: 4573.951172
	Iteration 17Q: 3 clusters Score -1201876 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1201940.250000 Penalty: 4573.951172
	Iteration 18Q: 3 clusters Score -1201940 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1201993.750000 Penalty: 4573.951172
	Iteration 19Q: 3 clusters Score -1201994 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1202036.500000 Penalty: 4573.951172
	Iteration 20F: 3 clusters Score -1202036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1202078.500000 Penalty: 4573.951172
	Iteration 21Q: 3 clusters Score -1202078 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1202105.250000 Penalty: 4573.951172
	Iteration 22Q: 3 clusters Score -1202105 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1202128.000000 Penalty: 4573.951172
	Iteration 23Q: 3 clusters Score -1202128 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1202153.500000 Penalty: 4573.951172
	Iteration 24Q: 3 clusters Score -1202154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1202171.500000 Penalty: 4573.951172
	Iteration 25Q: 3 clusters Score -1202172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1202186.125000 Penalty: 4573.951172
	Iteration 26Q: 3 clusters Score -1202186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1202197.125000 Penalty: 4573.951172
	Iteration 27Q: 3 clusters Score -1202197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1202208.500000 Penalty: 4573.951172
	Iteration 28Q: 3 clusters Score -1202208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1202220.000000 Penalty: 4573.951172
	Iteration 29Q: 3 clusters Score -1202220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1202238.125000 Penalty: 4573.951172
	Iteration 30Q: 3 clusters Score -1202238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1202245.625000 Penalty: 4573.951172
	Iteration 31Q: 3 clusters Score -1202246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1202255.750000 Penalty: 4573.951172
	Iteration 32Q: 3 clusters Score -1202256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1202261.250000 Penalty: 4573.951172
	Iteration 33Q: 3 clusters Score -1202261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1202270.625000 Penalty: 4573.951172
	Iteration 34Q: 3 clusters Score -1202271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1202274.875000 Penalty: 4573.951172
	Iteration 35Q: 3 clusters Score -1202275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1202280.750000 Penalty: 4573.951172
	Iteration 36Q: 3 clusters Score -1202281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1202282.625000 Penalty: 4573.951172
	Iteration 37Q: 3 clusters Score -1202283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1202285.500000 Penalty: 4573.951172
	Iteration 38Q: 3 clusters Score -1202286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1202288.875000 Penalty: 4573.951172
	Iteration 39Q: 3 clusters Score -1202289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1202292.125000 Penalty: 4573.951172
	Iteration 40F: 3 clusters Score -1202292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1202293.625000 Penalty: 4573.951172
	Iteration 41Q: 3 clusters Score -1202294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1202293.625000 Penalty: 4573.951172
	Iteration 42Q: 3 clusters Score -1202294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1202293.125000 Penalty: 4573.951172
	Iteration 43Q: 3 clusters Score -1202293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1202292.750000 Penalty: 4573.951172
	Iteration 44Q: 3 clusters Score -1202293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1202292.750000 Penalty: 4573.951172
	Iteration 45F: 3 clusters Score -1202293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -19375.312500 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -19375.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18291.603516 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -18291.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18345.132812 Penalty: 2572.943359
	Iteration 1F: 3 clusters Score -18345.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (120217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120217 members 
Entering Unmasked Estep 
Score: -15085398.000000 Penalty: 2900.869385
	Iteration 0F: 2 clusters Score -1.50854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59925 members 
Mstep: Class 2 contains 60292 members 
Entering Unmasked Estep 
Score: -15005179.000000 Penalty: 5801.738770
	Iteration 0F: 3 clusters Score -1.500518e+07 nChanged 57052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57735 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
Score: -15037507.000000 Penalty: 5801.738770
	Iteration 1F: 3 clusters Score -1.503751e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 63956 members 
Entering Unmasked Estep 
Score: -15038604.000000 Penalty: 5801.738770
	Iteration 2Q: 3 clusters Score -1.50386e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54150 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
Score: -15040110.000000 Penalty: 5801.738770
	Iteration 3Q: 3 clusters Score -1.504011e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -15042161.000000 Penalty: 5801.738770
	Iteration 4Q: 3 clusters Score -1.504216e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 73465 members 
Entering Unmasked Estep 
Score: -15045008.000000 Penalty: 5801.738770
	Iteration 5Q: 3 clusters Score -1.504501e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 79142 members 
Entering Unmasked Estep 
Score: -15048963.000000 Penalty: 5801.738770
	Iteration 6F: 3 clusters Score -1.504896e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 86290 members 
Entering Unmasked Estep 
Score: -15054123.000000 Penalty: 5801.738770
	Iteration 7F: 3 clusters Score -1.505412e+07 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 94470 members 
Entering Unmasked Estep 
Score: -15060660.000000 Penalty: 5801.738770
	Iteration 8F: 3 clusters Score -1.506066e+07 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 102940 members 
Entering Unmasked Estep 
Score: -15067853.000000 Penalty: 5801.738770
	Iteration 9F: 3 clusters Score -1.506785e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 110192 members 
Entering Unmasked Estep 
Score: -15074305.000000 Penalty: 5801.738770
	Iteration 10F: 3 clusters Score -1.50743e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 115187 members 
Entering Unmasked Estep 
Score: -15078726.000000 Penalty: 5801.738770
	Iteration 11Q: 3 clusters Score -1.507873e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 117879 members 
Entering Unmasked Estep 
Score: -15081019.000000 Penalty: 5801.738770
	Iteration 12Q: 3 clusters Score -1.508102e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 119002 members 
Entering Unmasked Estep 
Score: -15081999.000000 Penalty: 5801.738770
	Iteration 13Q: 3 clusters Score -1.5082e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 119432 members 
Entering Unmasked Estep 
Score: -15082434.000000 Penalty: 5801.738770
	Iteration 14Q: 3 clusters Score -1.508243e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 119602 members 
Entering Unmasked Estep 
Score: -15082601.000000 Penalty: 5801.738770
	Iteration 15Q: 3 clusters Score -1.50826e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 119680 members 
Entering Unmasked Estep 
Score: -15082707.000000 Penalty: 5801.738770
	Iteration 16Q: 3 clusters Score -1.508271e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 119731 members 
Entering Unmasked Estep 
Score: -15082786.000000 Penalty: 5801.738770
	Iteration 17Q: 3 clusters Score -1.508279e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 119756 members 
Entering Unmasked Estep 
Score: -15082807.000000 Penalty: 5801.738770
	Iteration 18Q: 3 clusters Score -1.508281e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 119776 members 
Entering Unmasked Estep 
Score: -15082849.000000 Penalty: 5801.738770
	Iteration 19Q: 3 clusters Score -1.508285e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 119794 members 
Entering Unmasked Estep 
Score: -15082881.000000 Penalty: 5801.738770
	Iteration 20F: 3 clusters Score -1.508288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 119800 members 
Entering Unmasked Estep 
Score: -15082888.000000 Penalty: 5801.738770
	Iteration 21Q: 3 clusters Score -1.508289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 119805 members 
Entering Unmasked Estep 
Score: -15082896.000000 Penalty: 5801.738770
	Iteration 22Q: 3 clusters Score -1.50829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 119816 members 
Entering Unmasked Estep 
Score: -15082907.000000 Penalty: 5801.738770
	Iteration 23Q: 3 clusters Score -1.508291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 119815 members 
Entering Unmasked Estep 
Score: -15082909.000000 Penalty: 5801.738770
	Iteration 24Q: 3 clusters Score -1.508291e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 119817 members 
Entering Unmasked Estep 
Score: -15082922.000000 Penalty: 5801.738770
	Iteration 25Q: 3 clusters Score -1.508292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 119816 members 
Entering Unmasked Estep 
Score: -15082923.000000 Penalty: 5801.738770
	Iteration 26Q: 3 clusters Score -1.508292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 119815 members 
Entering Unmasked Estep 
Score: -15082926.000000 Penalty: 5801.738770
	Iteration 27Q: 3 clusters Score -1.508293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 119815 members 
Entering Unmasked Estep 
Score: -15082926.000000 Penalty: 5801.738770
	Iteration 28F: 3 clusters Score -1.508293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Entering Unmasked Estep 
Score: -2211777.750000 Penalty: 2424.953369
	Iteration 0F: 2 clusters Score -2211778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2199224.750000 Penalty: 4849.906738
	Iteration 0F: 3 clusters Score -2199225 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2203693.000000 Penalty: 4849.906738
	Iteration 1F: 3 clusters Score -2203693 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2204315.250000 Penalty: 4849.906738
	Iteration 2F: 3 clusters Score -2204315 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2204998.250000 Penalty: 4849.906738
	Iteration 3F: 3 clusters Score -2204998 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2205735.500000 Penalty: 4849.906738
	Iteration 4F: 3 clusters Score -2205736 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2206529.250000 Penalty: 4849.906738
	Iteration 5F: 3 clusters Score -2206529 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2207323.500000 Penalty: 4849.906738
	Iteration 6F: 3 clusters Score -2207324 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2207983.000000 Penalty: 4849.906738
	Iteration 7F: 3 clusters Score -2207983 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2208516.250000 Penalty: 4849.906738
	Iteration 8Q: 3 clusters Score -2208516 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2208901.500000 Penalty: 4849.906738
	Iteration 9Q: 3 clusters Score -2208902 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2209127.250000 Penalty: 4849.906738
	Iteration 10Q: 3 clusters Score -2209127 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2209237.500000 Penalty: 4849.906738
	Iteration 11Q: 3 clusters Score -2209238 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2209318.500000 Penalty: 4849.906738
	Iteration 12Q: 3 clusters Score -2209318 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2209384.500000 Penalty: 4849.906738
	Iteration 13Q: 3 clusters Score -2209384 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2209427.500000 Penalty: 4849.906738
	Iteration 14Q: 3 clusters Score -2209428 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2209465.750000 Penalty: 4849.906738
	Iteration 15Q: 3 clusters Score -2209466 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2209502.500000 Penalty: 4849.906738
	Iteration 16Q: 3 clusters Score -2209502 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2209528.500000 Penalty: 4849.906738
	Iteration 17Q: 3 clusters Score -2209528 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2209547.500000 Penalty: 4849.906738
	Iteration 18Q: 3 clusters Score -2209548 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2209560.250000 Penalty: 4849.906738
	Iteration 19Q: 3 clusters Score -2209560 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2209579.750000 Penalty: 4849.906738
	Iteration 20F: 3 clusters Score -2209580 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2209598.000000 Penalty: 4849.906738
	Iteration 21Q: 3 clusters Score -2209598 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2209605.250000 Penalty: 4849.906738
	Iteration 22Q: 3 clusters Score -2209605 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2209614.500000 Penalty: 4849.906738
	Iteration 23Q: 3 clusters Score -2209614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2209617.750000 Penalty: 4849.906738
	Iteration 24Q: 3 clusters Score -2209618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2209625.750000 Penalty: 4849.906738
	Iteration 25Q: 3 clusters Score -2209626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2209635.000000 Penalty: 4849.906738
	Iteration 26Q: 3 clusters Score -2209635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2209637.000000 Penalty: 4849.906738
	Iteration 27Q: 3 clusters Score -2209637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2209640.250000 Penalty: 4849.906738
	Iteration 28Q: 3 clusters Score -2209640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2209645.500000 Penalty: 4849.906738
	Iteration 29Q: 3 clusters Score -2209646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2209650.750000 Penalty: 4849.906738
	Iteration 30Q: 3 clusters Score -2209651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2209659.500000 Penalty: 4849.906738
	Iteration 31Q: 3 clusters Score -2209660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2209678.000000 Penalty: 4849.906738
	Iteration 32Q: 3 clusters Score -2209678 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2209696.750000 Penalty: 4849.906738
	Iteration 33Q: 3 clusters Score -2209697 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2209707.250000 Penalty: 4849.906738
	Iteration 34Q: 3 clusters Score -2209707 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2209713.250000 Penalty: 4849.906738
	Iteration 35Q: 3 clusters Score -2209713 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2209731.500000 Penalty: 4849.906738
	Iteration 36Q: 3 clusters Score -2209732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2209744.250000 Penalty: 4849.906738
	Iteration 37Q: 3 clusters Score -2209744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2209767.750000 Penalty: 4849.906738
	Iteration 38Q: 3 clusters Score -2209768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2209785.500000 Penalty: 4849.906738
	Iteration 39Q: 3 clusters Score -2209786 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2209805.000000 Penalty: 4849.906738
	Iteration 40F: 3 clusters Score -2209805 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2209827.500000 Penalty: 4849.906738
	Iteration 41Q: 3 clusters Score -2209828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2209848.000000 Penalty: 4849.906738
	Iteration 42Q: 3 clusters Score -2209848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2209856.750000 Penalty: 4849.906738
	Iteration 43Q: 3 clusters Score -2209857 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2209873.250000 Penalty: 4849.906738
	Iteration 44Q: 3 clusters Score -2209873 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2209895.250000 Penalty: 4849.906738
	Iteration 45Q: 3 clusters Score -2209895 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2209917.000000 Penalty: 4849.906738
	Iteration 46Q: 3 clusters Score -2209917 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2209929.500000 Penalty: 4849.906738
	Iteration 47Q: 3 clusters Score -2209930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2209944.000000 Penalty: 4849.906738
	Iteration 48Q: 3 clusters Score -2209944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2209965.500000 Penalty: 4849.906738
	Iteration 49Q: 3 clusters Score -2209966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2209982.750000 Penalty: 4849.906738
	Iteration 50Q: 3 clusters Score -2209983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2209996.750000 Penalty: 4849.906738
	Iteration 51Q: 3 clusters Score -2209997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2210005.000000 Penalty: 4849.906738
	Iteration 52Q: 3 clusters Score -2210005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2210013.500000 Penalty: 4849.906738
	Iteration 53Q: 3 clusters Score -2210014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2210024.500000 Penalty: 4849.906738
	Iteration 54Q: 3 clusters Score -2210024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2210036.250000 Penalty: 4849.906738
	Iteration 55Q: 3 clusters Score -2210036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2210043.000000 Penalty: 4849.906738
	Iteration 56Q: 3 clusters Score -2210043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2210047.250000 Penalty: 4849.906738
	Iteration 57Q: 3 clusters Score -2210047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2210049.500000 Penalty: 4849.906738
	Iteration 58Q: 3 clusters Score -2210050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2210054.250000 Penalty: 4849.906738
	Iteration 59Q: 3 clusters Score -2210054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2210056.250000 Penalty: 4849.906738
	Iteration 60F: 3 clusters Score -2210056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2210057.250000 Penalty: 4849.906738
	Iteration 61Q: 3 clusters Score -2210057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2210061.750000 Penalty: 4849.906738
	Iteration 62Q: 3 clusters Score -2210062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2210059.500000 Penalty: 4849.906738
	Iteration 63Q: 3 clusters Score -2210060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2210058.750000 Penalty: 4849.906738
	Iteration 64Q: 3 clusters Score -2210059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2210062.000000 Penalty: 4849.906738
	Iteration 65Q: 3 clusters Score -2210062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2210061.000000 Penalty: 4849.906738
	Iteration 66Q: 3 clusters Score -2210061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2210058.750000 Penalty: 4849.906738
	Iteration 67Q: 3 clusters Score -2210059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2210060.250000 Penalty: 4849.906738
	Iteration 68Q: 3 clusters Score -2210060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2210063.500000 Penalty: 4849.906738
	Iteration 69Q: 3 clusters Score -2210064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2210064.000000 Penalty: 4849.906738
	Iteration 70Q: 3 clusters Score -2210064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2210064.000000 Penalty: 4849.906738
	Iteration 71F: 3 clusters Score -2210064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -51133.550781 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -51133.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49760.257812 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -49760.26 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50435.105469 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -50435.11 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51197.296875 Penalty: 3095.176758
	Iteration 2F: 3 clusters Score -51197.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51738.628906 Penalty: 3095.176758
	Iteration 3F: 3 clusters Score -51738.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51850.687500 Penalty: 3095.176758
	Iteration 4Q: 3 clusters Score -51850.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51863.773438 Penalty: 3095.176758
	Iteration 5Q: 3 clusters Score -51863.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51863.773438 Penalty: 3095.176758
	Iteration 6F: 3 clusters Score -51863.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 120217 members 
Mstep: Class 4 contains 17642 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 18956 members 
Mstep: Class 8 contains 266448 members 
Mstep: Class 9 contains 60386 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 4146 members 
Mstep: Class 12 contains 30085 members 
Mstep: Class 13 contains 14555 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 192651 members 
Mstep: Class 16 contains 76512 members 
Mstep: Class 17 contains 30990 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24842 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 19859 members 
Mstep: Class 23 contains 10667 members 
Mstep: Class 24 contains 29637 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295897 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6193 members 
Mstep: Class 31 contains 228 members 
Entering Unmasked Estep 
Score: -154592592.000000 Penalty: 108076.187500
Splitting cluster 5 changes total score from -154594048.000000 to -154592592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Entering Unmasked Estep 
Score: -481476.531250 Penalty: 2054.243896
	Iteration 0F: 2 clusters Score -481476.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -477597.718750 Penalty: 4108.487793
	Iteration 0F: 3 clusters Score -477597.7 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -478460.125000 Penalty: 4108.487793
	Iteration 1F: 3 clusters Score -478460.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -478645.437500 Penalty: 4108.487793
	Iteration 2F: 3 clusters Score -478645.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -478767.875000 Penalty: 4108.487793
	Iteration 3Q: 3 clusters Score -478767.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -478833.625000 Penalty: 4108.487793
	Iteration 4Q: 3 clusters Score -478833.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -478883.312500 Penalty: 4108.487793
	Iteration 5Q: 3 clusters Score -478883.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -478928.000000 Penalty: 4108.487793
	Iteration 6Q: 3 clusters Score -478928 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -478972.250000 Penalty: 4108.487793
	Iteration 7Q: 3 clusters Score -478972.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -479030.031250 Penalty: 4108.487793
	Iteration 8Q: 3 clusters Score -479030 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -479069.906250 Penalty: 4108.487793
	Iteration 9Q: 3 clusters Score -479069.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -479093.593750 Penalty: 4108.487793
	Iteration 10Q: 3 clusters Score -479093.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -479120.937500 Penalty: 4108.487793
	Iteration 11Q: 3 clusters Score -479120.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -479150.593750 Penalty: 4108.487793
	Iteration 12Q: 3 clusters Score -479150.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -479179.031250 Penalty: 4108.487793
	Iteration 13Q: 3 clusters Score -479179 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -479205.343750 Penalty: 4108.487793
	Iteration 14Q: 3 clusters Score -479205.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -479230.375000 Penalty: 4108.487793
	Iteration 15Q: 3 clusters Score -479230.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -479256.437500 Penalty: 4108.487793
	Iteration 16Q: 3 clusters Score -479256.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -479274.781250 Penalty: 4108.487793
	Iteration 17Q: 3 clusters Score -479274.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -479292.656250 Penalty: 4108.487793
	Iteration 18Q: 3 clusters Score -479292.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -479309.343750 Penalty: 4108.487793
	Iteration 19Q: 3 clusters Score -479309.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -479325.687500 Penalty: 4108.487793
	Iteration 20F: 3 clusters Score -479325.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -479343.593750 Penalty: 4108.487793
	Iteration 21Q: 3 clusters Score -479343.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -479355.125000 Penalty: 4108.487793
	Iteration 22Q: 3 clusters Score -479355.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -479368.812500 Penalty: 4108.487793
	Iteration 23Q: 3 clusters Score -479368.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -479383.156250 Penalty: 4108.487793
	Iteration 24Q: 3 clusters Score -479383.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -479399.093750 Penalty: 4108.487793
	Iteration 25Q: 3 clusters Score -479399.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -479416.312500 Penalty: 4108.487793
	Iteration 26Q: 3 clusters Score -479416.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -479431.593750 Penalty: 4108.487793
	Iteration 27Q: 3 clusters Score -479431.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -479446.281250 Penalty: 4108.487793
	Iteration 28Q: 3 clusters Score -479446.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -479459.656250 Penalty: 4108.487793
	Iteration 29Q: 3 clusters Score -479459.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -479480.843750 Penalty: 4108.487793
	Iteration 30Q: 3 clusters Score -479480.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -479499.937500 Penalty: 4108.487793
	Iteration 31Q: 3 clusters Score -479499.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -479517.062500 Penalty: 4108.487793
	Iteration 32Q: 3 clusters Score -479517.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -479533.062500 Penalty: 4108.487793
	Iteration 33Q: 3 clusters Score -479533.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -479557.500000 Penalty: 4108.487793
	Iteration 34Q: 3 clusters Score -479557.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -479580.593750 Penalty: 4108.487793
	Iteration 35Q: 3 clusters Score -479580.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -479602.968750 Penalty: 4108.487793
	Iteration 36Q: 3 clusters Score -479603 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -479623.031250 Penalty: 4108.487793
	Iteration 37Q: 3 clusters Score -479623 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -479648.218750 Penalty: 4108.487793
	Iteration 38Q: 3 clusters Score -479648.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -479675.281250 Penalty: 4108.487793
	Iteration 39Q: 3 clusters Score -479675.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -479701.750000 Penalty: 4108.487793
	Iteration 40F: 3 clusters Score -479701.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -479721.031250 Penalty: 4108.487793
	Iteration 41Q: 3 clusters Score -479721 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -479738.250000 Penalty: 4108.487793
	Iteration 42Q: 3 clusters Score -479738.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -479748.625000 Penalty: 4108.487793
	Iteration 43Q: 3 clusters Score -479748.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -479762.468750 Penalty: 4108.487793
	Iteration 44Q: 3 clusters Score -479762.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -479773.906250 Penalty: 4108.487793
	Iteration 45Q: 3 clusters Score -479773.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -479778.968750 Penalty: 4108.487793
	Iteration 46Q: 3 clusters Score -479779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -479781.812500 Penalty: 4108.487793
	Iteration 47Q: 3 clusters Score -479781.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -479784.031250 Penalty: 4108.487793
	Iteration 48Q: 3 clusters Score -479784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -479785.812500 Penalty: 4108.487793
	Iteration 49Q: 3 clusters Score -479785.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -479787.656250 Penalty: 4108.487793
	Iteration 50Q: 3 clusters Score -479787.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -479789.187500 Penalty: 4108.487793
	Iteration 51Q: 3 clusters Score -479789.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -479790.125000 Penalty: 4108.487793
	Iteration 52Q: 3 clusters Score -479790.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -479790.531250 Penalty: 4108.487793
	Iteration 53Q: 3 clusters Score -479790.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -479790.531250 Penalty: 4108.487793
	Iteration 54F: 3 clusters Score -479790.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Entering Unmasked Estep 
Score: -2371643.500000 Penalty: 2442.769043
	Iteration 0F: 2 clusters Score -2371644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2358221.000000 Penalty: 4885.538086
	Iteration 0F: 3 clusters Score -2358221 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2362754.000000 Penalty: 4885.538086
	Iteration 1F: 3 clusters Score -2362754 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2363267.750000 Penalty: 4885.538086
	Iteration 2F: 3 clusters Score -2363268 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2363701.250000 Penalty: 4885.538086
	Iteration 3F: 3 clusters Score -2363701 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2364115.000000 Penalty: 4885.538086
	Iteration 4F: 3 clusters Score -2364115 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2364536.500000 Penalty: 4885.538086
	Iteration 5Q: 3 clusters Score -2364536 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2365025.500000 Penalty: 4885.538086
	Iteration 6Q: 3 clusters Score -2365026 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2365582.000000 Penalty: 4885.538086
	Iteration 7F: 3 clusters Score -2365582 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2366187.250000 Penalty: 4885.538086
	Iteration 8F: 3 clusters Score -2366187 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2366762.750000 Penalty: 4885.538086
	Iteration 9Q: 3 clusters Score -2366763 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2367288.000000 Penalty: 4885.538086
	Iteration 10Q: 3 clusters Score -2367288 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2367773.750000 Penalty: 4885.538086
	Iteration 11Q: 3 clusters Score -2367774 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2368161.250000 Penalty: 4885.538086
	Iteration 12Q: 3 clusters Score -2368161 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2368445.500000 Penalty: 4885.538086
	Iteration 13Q: 3 clusters Score -2368446 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2368643.500000 Penalty: 4885.538086
	Iteration 14Q: 3 clusters Score -2368644 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2368830.500000 Penalty: 4885.538086
	Iteration 15Q: 3 clusters Score -2368830 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2369001.500000 Penalty: 4885.538086
	Iteration 16Q: 3 clusters Score -2369002 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2369155.500000 Penalty: 4885.538086
	Iteration 17Q: 3 clusters Score -2369156 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2369245.500000 Penalty: 4885.538086
	Iteration 18Q: 3 clusters Score -2369246 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2369308.750000 Penalty: 4885.538086
	Iteration 19Q: 3 clusters Score -2369309 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2369359.750000 Penalty: 4885.538086
	Iteration 20F: 3 clusters Score -2369360 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2369393.250000 Penalty: 4885.538086
	Iteration 21Q: 3 clusters Score -2369393 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2369422.750000 Penalty: 4885.538086
	Iteration 22Q: 3 clusters Score -2369423 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2369445.500000 Penalty: 4885.538086
	Iteration 23Q: 3 clusters Score -2369446 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2369466.750000 Penalty: 4885.538086
	Iteration 24Q: 3 clusters Score -2369467 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2369488.750000 Penalty: 4885.538086
	Iteration 25Q: 3 clusters Score -2369489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2369515.500000 Penalty: 4885.538086
	Iteration 26Q: 3 clusters Score -2369516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2369529.250000 Penalty: 4885.538086
	Iteration 27Q: 3 clusters Score -2369529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2369537.000000 Penalty: 4885.538086
	Iteration 28Q: 3 clusters Score -2369537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2369547.000000 Penalty: 4885.538086
	Iteration 29Q: 3 clusters Score -2369547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2369547.250000 Penalty: 4885.538086
	Iteration 30Q: 3 clusters Score -2369547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2369560.500000 Penalty: 4885.538086
	Iteration 31Q: 3 clusters Score -2369560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2369569.750000 Penalty: 4885.538086
	Iteration 32Q: 3 clusters Score -2369570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2369572.750000 Penalty: 4885.538086
	Iteration 33Q: 3 clusters Score -2369573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2369575.250000 Penalty: 4885.538086
	Iteration 34Q: 3 clusters Score -2369575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2369585.250000 Penalty: 4885.538086
	Iteration 35Q: 3 clusters Score -2369585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2369593.000000 Penalty: 4885.538086
	Iteration 36Q: 3 clusters Score -2369593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2369598.000000 Penalty: 4885.538086
	Iteration 37Q: 3 clusters Score -2369598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2369603.250000 Penalty: 4885.538086
	Iteration 38Q: 3 clusters Score -2369603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2369608.500000 Penalty: 4885.538086
	Iteration 39Q: 3 clusters Score -2369608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2369616.500000 Penalty: 4885.538086
	Iteration 40F: 3 clusters Score -2369616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2369616.750000 Penalty: 4885.538086
	Iteration 41Q: 3 clusters Score -2369617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2369616.750000 Penalty: 4885.538086
	Iteration 42Q: 3 clusters Score -2369617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2369619.750000 Penalty: 4885.538086
	Iteration 43Q: 3 clusters Score -2369620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2369629.000000 Penalty: 4885.538086
	Iteration 44Q: 3 clusters Score -2369629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2369628.250000 Penalty: 4885.538086
	Iteration 45Q: 3 clusters Score -2369628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2369630.750000 Penalty: 4885.538086
	Iteration 46Q: 3 clusters Score -2369631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2369630.750000 Penalty: 4885.538086
	Iteration 47F: 3 clusters Score -2369631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (266448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266448 members 
Entering Unmasked Estep 
Score: -33047576.000000 Penalty: 3098.247803
	Iteration 0F: 2 clusters Score -3.304758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132833 members 
Mstep: Class 2 contains 133615 members 
Entering Unmasked Estep 
Score: -32881134.000000 Penalty: 6196.495605
	Iteration 0F: 3 clusters Score -3.288113e+07 nChanged 128546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126553 members 
Mstep: Class 2 contains 139895 members 
Entering Unmasked Estep 
Score: -32956226.000000 Penalty: 6196.495605
	Iteration 1F: 3 clusters Score -3.295623e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122302 members 
Mstep: Class 2 contains 144146 members 
Entering Unmasked Estep 
Score: -32957840.000000 Penalty: 6196.495605
	Iteration 2Q: 3 clusters Score -3.295784e+07 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115396 members 
Mstep: Class 2 contains 151052 members 
Entering Unmasked Estep 
Score: -32960784.000000 Penalty: 6196.495605
	Iteration 3Q: 3 clusters Score -3.296078e+07 nChanged 12904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104386 members 
Mstep: Class 2 contains 162062 members 
Entering Unmasked Estep 
Score: -32966692.000000 Penalty: 6196.495605
	Iteration 4Q: 3 clusters Score -3.296669e+07 nChanged 18152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88000 members 
Mstep: Class 2 contains 178448 members 
Entering Unmasked Estep 
Score: -32977422.000000 Penalty: 6196.495605
	Iteration 5F: 3 clusters Score -3.297742e+07 nChanged 23020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66180 members 
Mstep: Class 2 contains 200268 members 
Entering Unmasked Estep 
Score: -32994152.000000 Penalty: 6196.495605
	Iteration 6F: 3 clusters Score -3.299415e+07 nChanged 24302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 224066 members 
Entering Unmasked Estep 
Score: -33013742.000000 Penalty: 6196.495605
	Iteration 7F: 3 clusters Score -3.301374e+07 nChanged 19108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 242972 members 
Entering Unmasked Estep 
Score: -33029700.000000 Penalty: 6196.495605
	Iteration 8F: 3 clusters Score -3.30297e+07 nChanged 11281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 254161 members 
Entering Unmasked Estep 
Score: -33038614.000000 Penalty: 6196.495605
	Iteration 9Q: 3 clusters Score -3.303861e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 259655 members 
Entering Unmasked Estep 
Score: -33042570.000000 Penalty: 6196.495605
	Iteration 10Q: 3 clusters Score -3.304257e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 262318 members 
Entering Unmasked Estep 
Score: -33044286.000000 Penalty: 6196.495605
	Iteration 11Q: 3 clusters Score -3.304429e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 263737 members 
Entering Unmasked Estep 
Score: -33044928.000000 Penalty: 6196.495605
	Iteration 12Q: 3 clusters Score -3.304493e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 264527 members 
Entering Unmasked Estep 
Score: -33045120.000000 Penalty: 6196.495605
	Iteration 13Q: 3 clusters Score -3.304512e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 264984 members 
Entering Unmasked Estep 
Score: -33045208.000000 Penalty: 6196.495605
	Iteration 14Q: 3 clusters Score -3.304521e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 265256 members 
Entering Unmasked Estep 
Score: -33045308.000000 Penalty: 6196.495605
	Iteration 15Q: 3 clusters Score -3.304531e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 265410 members 
Entering Unmasked Estep 
Score: -33045358.000000 Penalty: 6196.495605
	Iteration 16Q: 3 clusters Score -3.304536e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 265519 members 
Entering Unmasked Estep 
Score: -33045408.000000 Penalty: 6196.495605
	Iteration 17Q: 3 clusters Score -3.304541e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 265578 members 
Entering Unmasked Estep 
Score: -33045426.000000 Penalty: 6196.495605
	Iteration 18Q: 3 clusters Score -3.304543e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 265620 members 
Entering Unmasked Estep 
Score: -33045398.000000 Penalty: 6196.495605
	Iteration 19Q: 3 clusters Score -3.30454e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 265645 members 
Entering Unmasked Estep 
Score: -33045402.000000 Penalty: 6196.495605
	Iteration 20F: 3 clusters Score -3.30454e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 265661 members 
Entering Unmasked Estep 
Score: -33045390.000000 Penalty: 6196.495605
	Iteration 21Q: 3 clusters Score -3.304539e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 265672 members 
Entering Unmasked Estep 
Score: -33045404.000000 Penalty: 6196.495605
	Iteration 22Q: 3 clusters Score -3.30454e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 265683 members 
Entering Unmasked Estep 
Score: -33045406.000000 Penalty: 6196.495605
	Iteration 23Q: 3 clusters Score -3.304541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 265690 members 
Entering Unmasked Estep 
Score: -33045408.000000 Penalty: 6196.495605
	Iteration 24Q: 3 clusters Score -3.304541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 265698 members 
Entering Unmasked Estep 
Score: -33045406.000000 Penalty: 6196.495605
	Iteration 25Q: 3 clusters Score -3.304541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 265702 members 
Entering Unmasked Estep 
Score: -33045386.000000 Penalty: 6196.495605
	Iteration 26Q: 3 clusters Score -3.304539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 265704 members 
Entering Unmasked Estep 
Score: -33045388.000000 Penalty: 6196.495605
	Iteration 27Q: 3 clusters Score -3.304539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 265708 members 
Entering Unmasked Estep 
Score: -33045404.000000 Penalty: 6196.495605
	Iteration 28Q: 3 clusters Score -3.30454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 265710 members 
Entering Unmasked Estep 
Score: -33045402.000000 Penalty: 6196.495605
	Iteration 29Q: 3 clusters Score -3.30454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 265715 members 
Entering Unmasked Estep 
Score: -33045416.000000 Penalty: 6196.495605
	Iteration 30Q: 3 clusters Score -3.304542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 265717 members 
Entering Unmasked Estep 
Score: -33045410.000000 Penalty: 6196.495605
	Iteration 31Q: 3 clusters Score -3.304541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 265717 members 
Entering Unmasked Estep 
Score: -33045410.000000 Penalty: 6196.495605
	Iteration 32F: 3 clusters Score -3.304541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (60386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60386 members 
Entering Unmasked Estep 
Score: -7586932.000000 Penalty: 2730.111084
	Iteration 0F: 2 clusters Score -7586932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -7546333.500000 Penalty: 5460.222168
	Iteration 0F: 3 clusters Score -7546334 nChanged 28033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -7562071.500000 Penalty: 5460.222168
	Iteration 1F: 3 clusters Score -7562072 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -7562845.500000 Penalty: 5460.222168
	Iteration 2Q: 3 clusters Score -7562846 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -7563735.500000 Penalty: 5460.222168
	Iteration 3Q: 3 clusters Score -7563736 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -7564891.500000 Penalty: 5460.222168
	Iteration 4Q: 3 clusters Score -7564892 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -7566520.500000 Penalty: 5460.222168
	Iteration 5F: 3 clusters Score -7566520 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -7568528.500000 Penalty: 5460.222168
	Iteration 6F: 3 clusters Score -7568528 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -7571044.500000 Penalty: 5460.222168
	Iteration 7F: 3 clusters Score -7571044 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -7573837.000000 Penalty: 5460.222168
	Iteration 8F: 3 clusters Score -7573837 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -7576513.000000 Penalty: 5460.222168
	Iteration 9F: 3 clusters Score -7576513 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -7578742.500000 Penalty: 5460.222168
	Iteration 10F: 3 clusters Score -7578742 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -7580126.500000 Penalty: 5460.222168
	Iteration 11Q: 3 clusters Score -7580126 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -7580906.500000 Penalty: 5460.222168
	Iteration 12Q: 3 clusters Score -7580906 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -7581405.500000 Penalty: 5460.222168
	Iteration 13Q: 3 clusters Score -7581406 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -7581759.000000 Penalty: 5460.222168
	Iteration 14Q: 3 clusters Score -7581759 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -7582027.500000 Penalty: 5460.222168
	Iteration 15Q: 3 clusters Score -7582028 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -7582232.500000 Penalty: 5460.222168
	Iteration 16Q: 3 clusters Score -7582232 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -7582405.500000 Penalty: 5460.222168
	Iteration 17Q: 3 clusters Score -7582406 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -7582646.500000 Penalty: 5460.222168
	Iteration 18Q: 3 clusters Score -7582646 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
Score: -7582849.000000 Penalty: 5460.222168
	Iteration 19Q: 3 clusters Score -7582849 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -7582999.500000 Penalty: 5460.222168
	Iteration 20F: 3 clusters Score -7583000 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -7583170.500000 Penalty: 5460.222168
	Iteration 21Q: 3 clusters Score -7583170 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 51389 members 
Entering Unmasked Estep 
Score: -7583378.500000 Penalty: 5460.222168
	Iteration 22Q: 3 clusters Score -7583378 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -7583537.500000 Penalty: 5460.222168
	Iteration 23Q: 3 clusters Score -7583538 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 52466 members 
Entering Unmasked Estep 
Score: -7583690.000000 Penalty: 5460.222168
	Iteration 24Q: 3 clusters Score -7583690 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 52912 members 
Entering Unmasked Estep 
Score: -7583839.000000 Penalty: 5460.222168
	Iteration 25Q: 3 clusters Score -7583839 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 53342 members 
Entering Unmasked Estep 
Score: -7583987.500000 Penalty: 5460.222168
	Iteration 26Q: 3 clusters Score -7583988 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -7584082.500000 Penalty: 5460.222168
	Iteration 27Q: 3 clusters Score -7584082 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -7584163.000000 Penalty: 5460.222168
	Iteration 28Q: 3 clusters Score -7584163 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -7584241.000000 Penalty: 5460.222168
	Iteration 29Q: 3 clusters Score -7584241 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
Score: -7584344.000000 Penalty: 5460.222168
	Iteration 30Q: 3 clusters Score -7584344 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 55072 members 
Entering Unmasked Estep 
Score: -7584459.500000 Penalty: 5460.222168
	Iteration 31Q: 3 clusters Score -7584460 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 55358 members 
Entering Unmasked Estep 
Score: -7584555.000000 Penalty: 5460.222168
	Iteration 32Q: 3 clusters Score -7584555 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 55616 members 
Entering Unmasked Estep 
Score: -7584644.500000 Penalty: 5460.222168
	Iteration 33Q: 3 clusters Score -7584644 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -7584724.500000 Penalty: 5460.222168
	Iteration 34Q: 3 clusters Score -7584724 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -7584789.500000 Penalty: 5460.222168
	Iteration 35Q: 3 clusters Score -7584790 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 56306 members 
Entering Unmasked Estep 
Score: -7584865.500000 Penalty: 5460.222168
	Iteration 36Q: 3 clusters Score -7584866 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -7584928.000000 Penalty: 5460.222168
	Iteration 37Q: 3 clusters Score -7584928 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 56613 members 
Entering Unmasked Estep 
Score: -7584986.000000 Penalty: 5460.222168
	Iteration 38Q: 3 clusters Score -7584986 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -7585022.000000 Penalty: 5460.222168
	Iteration 39Q: 3 clusters Score -7585022 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 56854 members 
Entering Unmasked Estep 
Score: -7585057.000000 Penalty: 5460.222168
	Iteration 40F: 3 clusters Score -7585057 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 56952 members 
Entering Unmasked Estep 
Score: -7585092.000000 Penalty: 5460.222168
	Iteration 41Q: 3 clusters Score -7585092 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -7585109.500000 Penalty: 5460.222168
	Iteration 42Q: 3 clusters Score -7585110 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 57142 members 
Entering Unmasked Estep 
Score: -7585143.000000 Penalty: 5460.222168
	Iteration 43Q: 3 clusters Score -7585143 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 57226 members 
Entering Unmasked Estep 
Score: -7585156.500000 Penalty: 5460.222168
	Iteration 44Q: 3 clusters Score -7585156 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 57303 members 
Entering Unmasked Estep 
Score: -7585169.000000 Penalty: 5460.222168
	Iteration 45Q: 3 clusters Score -7585169 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -7585186.000000 Penalty: 5460.222168
	Iteration 46Q: 3 clusters Score -7585186 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 57436 members 
Entering Unmasked Estep 
Score: -7585197.000000 Penalty: 5460.222168
	Iteration 47Q: 3 clusters Score -7585197 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -7585229.500000 Penalty: 5460.222168
	Iteration 48Q: 3 clusters Score -7585230 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -7585242.500000 Penalty: 5460.222168
	Iteration 49Q: 3 clusters Score -7585242 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 57617 members 
Entering Unmasked Estep 
Score: -7585252.000000 Penalty: 5460.222168
	Iteration 50Q: 3 clusters Score -7585252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 57654 members 
Entering Unmasked Estep 
Score: -7585283.000000 Penalty: 5460.222168
	Iteration 51Q: 3 clusters Score -7585283 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -7585289.500000 Penalty: 5460.222168
	Iteration 52Q: 3 clusters Score -7585290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -7585286.500000 Penalty: 5460.222168
	Iteration 53Q: 3 clusters Score -7585286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -7585313.500000 Penalty: 5460.222168
	Iteration 54Q: 3 clusters Score -7585314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -7585297.000000 Penalty: 5460.222168
	Iteration 55Q: 3 clusters Score -7585297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
Score: -7585300.500000 Penalty: 5460.222168
	Iteration 56Q: 3 clusters Score -7585300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 57792 members 
Entering Unmasked Estep 
Score: -7585315.000000 Penalty: 5460.222168
	Iteration 57Q: 3 clusters Score -7585315 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 57812 members 
Entering Unmasked Estep 
Score: -7585310.500000 Penalty: 5460.222168
	Iteration 58Q: 3 clusters Score -7585310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 57826 members 
Entering Unmasked Estep 
Score: -7585316.000000 Penalty: 5460.222168
	Iteration 59Q: 3 clusters Score -7585316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -7585334.500000 Penalty: 5460.222168
	Iteration 60F: 3 clusters Score -7585334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 57865 members 
Entering Unmasked Estep 
Score: -7585328.000000 Penalty: 5460.222168
	Iteration 61Q: 3 clusters Score -7585328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 57877 members 
Entering Unmasked Estep 
Score: -7585334.000000 Penalty: 5460.222168
	Iteration 62Q: 3 clusters Score -7585334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 57885 members 
Entering Unmasked Estep 
Score: -7585331.500000 Penalty: 5460.222168
	Iteration 63Q: 3 clusters Score -7585332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -7585338.000000 Penalty: 5460.222168
	Iteration 64Q: 3 clusters Score -7585338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -7585350.000000 Penalty: 5460.222168
	Iteration 65Q: 3 clusters Score -7585350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 57918 members 
Entering Unmasked Estep 
Score: -7585354.000000 Penalty: 5460.222168
	Iteration 66Q: 3 clusters Score -7585354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 57930 members 
Entering Unmasked Estep 
Score: -7585354.000000 Penalty: 5460.222168
	Iteration 67Q: 3 clusters Score -7585354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 57949 members 
Entering Unmasked Estep 
Score: -7585352.000000 Penalty: 5460.222168
	Iteration 68Q: 3 clusters Score -7585352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 57960 members 
Entering Unmasked Estep 
Score: -7585351.000000 Penalty: 5460.222168
	Iteration 69Q: 3 clusters Score -7585351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 57973 members 
Entering Unmasked Estep 
Score: -7585344.000000 Penalty: 5460.222168
	Iteration 70Q: 3 clusters Score -7585344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 57986 members 
Entering Unmasked Estep 
Score: -7585349.000000 Penalty: 5460.222168
	Iteration 71Q: 3 clusters Score -7585349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 58001 members 
Entering Unmasked Estep 
Score: -7585357.000000 Penalty: 5460.222168
	Iteration 72Q: 3 clusters Score -7585357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 58012 members 
Entering Unmasked Estep 
Score: -7585365.500000 Penalty: 5460.222168
	Iteration 73Q: 3 clusters Score -7585366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -7585359.000000 Penalty: 5460.222168
	Iteration 74Q: 3 clusters Score -7585359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -7585359.000000 Penalty: 5460.222168
	Iteration 75Q: 3 clusters Score -7585359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 58028 members 
Entering Unmasked Estep 
Score: -7585349.500000 Penalty: 5460.222168
	Iteration 76Q: 3 clusters Score -7585350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 58031 members 
Entering Unmasked Estep 
Score: -7585348.500000 Penalty: 5460.222168
	Iteration 77Q: 3 clusters Score -7585348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 58035 members 
Entering Unmasked Estep 
Score: -7585345.500000 Penalty: 5460.222168
	Iteration 78Q: 3 clusters Score -7585346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 58040 members 
Entering Unmasked Estep 
Score: -7585341.500000 Penalty: 5460.222168
	Iteration 79Q: 3 clusters Score -7585342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -7585345.500000 Penalty: 5460.222168
	Iteration 80F: 3 clusters Score -7585346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -7585350.000000 Penalty: 5460.222168
	Iteration 81Q: 3 clusters Score -7585350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 58043 members 
Entering Unmasked Estep 
Score: -7585352.000000 Penalty: 5460.222168
	Iteration 82Q: 3 clusters Score -7585352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -7585340.500000 Penalty: 5460.222168
	Iteration 83Q: 3 clusters Score -7585340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -7585340.500000 Penalty: 5460.222168
	Iteration 84F: 3 clusters Score -7585340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Entering Unmasked Estep 
Score: -3045963.000000 Penalty: 2534.508789
	Iteration 0F: 2 clusters Score -3045963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -3027082.750000 Penalty: 5069.017578
	Iteration 0F: 3 clusters Score -3027083 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -3034019.250000 Penalty: 5069.017578
	Iteration 1F: 3 clusters Score -3034019 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -3034997.500000 Penalty: 5069.017578
	Iteration 2F: 3 clusters Score -3034998 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3036389.250000 Penalty: 5069.017578
	Iteration 3F: 3 clusters Score -3036389 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -3038193.750000 Penalty: 5069.017578
	Iteration 4F: 3 clusters Score -3038194 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -3039980.750000 Penalty: 5069.017578
	Iteration 5F: 3 clusters Score -3039981 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -3041333.500000 Penalty: 5069.017578
	Iteration 6F: 3 clusters Score -3041334 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -3042206.750000 Penalty: 5069.017578
	Iteration 7F: 3 clusters Score -3042207 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -3042736.750000 Penalty: 5069.017578
	Iteration 8Q: 3 clusters Score -3042737 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -3043092.000000 Penalty: 5069.017578
	Iteration 9Q: 3 clusters Score -3043092 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -3043323.500000 Penalty: 5069.017578
	Iteration 10Q: 3 clusters Score -3043324 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -3043506.000000 Penalty: 5069.017578
	Iteration 11Q: 3 clusters Score -3043506 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -3043701.000000 Penalty: 5069.017578
	Iteration 12Q: 3 clusters Score -3043701 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -3043824.250000 Penalty: 5069.017578
	Iteration 13Q: 3 clusters Score -3043824 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -3043944.000000 Penalty: 5069.017578
	Iteration 14Q: 3 clusters Score -3043944 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -3044055.000000 Penalty: 5069.017578
	Iteration 15Q: 3 clusters Score -3044055 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -3044176.000000 Penalty: 5069.017578
	Iteration 16Q: 3 clusters Score -3044176 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -3044304.000000 Penalty: 5069.017578
	Iteration 17Q: 3 clusters Score -3044304 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -3044442.250000 Penalty: 5069.017578
	Iteration 18Q: 3 clusters Score -3044442 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -3044544.500000 Penalty: 5069.017578
	Iteration 19Q: 3 clusters Score -3044544 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -3044634.250000 Penalty: 5069.017578
	Iteration 20F: 3 clusters Score -3044634 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -3044700.750000 Penalty: 5069.017578
	Iteration 21Q: 3 clusters Score -3044701 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -3044740.500000 Penalty: 5069.017578
	Iteration 22Q: 3 clusters Score -3044740 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -3044783.000000 Penalty: 5069.017578
	Iteration 23Q: 3 clusters Score -3044783 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -3044797.500000 Penalty: 5069.017578
	Iteration 24Q: 3 clusters Score -3044798 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -3044811.750000 Penalty: 5069.017578
	Iteration 25Q: 3 clusters Score -3044812 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -3044840.250000 Penalty: 5069.017578
	Iteration 26Q: 3 clusters Score -3044840 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -3044868.500000 Penalty: 5069.017578
	Iteration 27Q: 3 clusters Score -3044868 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -3044894.000000 Penalty: 5069.017578
	Iteration 28Q: 3 clusters Score -3044894 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3044899.500000 Penalty: 5069.017578
	Iteration 29Q: 3 clusters Score -3044900 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -3044910.750000 Penalty: 5069.017578
	Iteration 30Q: 3 clusters Score -3044911 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -3044918.750000 Penalty: 5069.017578
	Iteration 31Q: 3 clusters Score -3044919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -3044928.000000 Penalty: 5069.017578
	Iteration 32Q: 3 clusters Score -3044928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -3044933.250000 Penalty: 5069.017578
	Iteration 33Q: 3 clusters Score -3044933 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -3044948.750000 Penalty: 5069.017578
	Iteration 34Q: 3 clusters Score -3044949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -3044959.250000 Penalty: 5069.017578
	Iteration 35Q: 3 clusters Score -3044959 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -3044964.750000 Penalty: 5069.017578
	Iteration 36Q: 3 clusters Score -3044965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3044970.000000 Penalty: 5069.017578
	Iteration 37Q: 3 clusters Score -3044970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -3044975.250000 Penalty: 5069.017578
	Iteration 38Q: 3 clusters Score -3044975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -3044975.750000 Penalty: 5069.017578
	Iteration 39Q: 3 clusters Score -3044976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -3044970.250000 Penalty: 5069.017578
	Iteration 40F: 3 clusters Score -3044970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -3044970.000000 Penalty: 5069.017578
	Iteration 41Q: 3 clusters Score -3044970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -3044973.500000 Penalty: 5069.017578
	Iteration 42Q: 3 clusters Score -3044974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -3044983.750000 Penalty: 5069.017578
	Iteration 43Q: 3 clusters Score -3044984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -3044989.250000 Penalty: 5069.017578
	Iteration 44Q: 3 clusters Score -3044989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -3044990.250000 Penalty: 5069.017578
	Iteration 45Q: 3 clusters Score -3044990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -3044994.500000 Penalty: 5069.017578
	Iteration 46Q: 3 clusters Score -3044994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -3045000.250000 Penalty: 5069.017578
	Iteration 47Q: 3 clusters Score -3045000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -3044997.250000 Penalty: 5069.017578
	Iteration 48Q: 3 clusters Score -3044997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -3045002.000000 Penalty: 5069.017578
	Iteration 49Q: 3 clusters Score -3045002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -3045001.500000 Penalty: 5069.017578
	Iteration 50Q: 3 clusters Score -3045002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -3045005.500000 Penalty: 5069.017578
	Iteration 51Q: 3 clusters Score -3045006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -3045002.750000 Penalty: 5069.017578
	Iteration 52Q: 3 clusters Score -3045003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -3045004.500000 Penalty: 5069.017578
	Iteration 53Q: 3 clusters Score -3045004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -3045000.500000 Penalty: 5069.017578
	Iteration 54Q: 3 clusters Score -3045000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -3044999.000000 Penalty: 5069.017578
	Iteration 55Q: 3 clusters Score -3044999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -3045001.000000 Penalty: 5069.017578
	Iteration 56Q: 3 clusters Score -3045001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -3045000.000000 Penalty: 5069.017578
	Iteration 57Q: 3 clusters Score -3045000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -3044995.750000 Penalty: 5069.017578
	Iteration 58Q: 3 clusters Score -3044996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3044993.750000 Penalty: 5069.017578
	Iteration 59Q: 3 clusters Score -3044994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -3044995.750000 Penalty: 5069.017578
	Iteration 60F: 3 clusters Score -3044996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Entering Unmasked Estep 
Score: -483866.718750 Penalty: 2065.814941
	Iteration 0F: 2 clusters Score -483866.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -479899.843750 Penalty: 4131.629883
	Iteration 0F: 3 clusters Score -479899.8 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -480862.031250 Penalty: 4131.629883
	Iteration 1F: 3 clusters Score -480862 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -481118.000000 Penalty: 4131.629883
	Iteration 2F: 3 clusters Score -481118 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -481326.062500 Penalty: 4131.629883
	Iteration 3F: 3 clusters Score -481326.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -481544.562500 Penalty: 4131.629883
	Iteration 4F: 3 clusters Score -481544.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -481750.406250 Penalty: 4131.629883
	Iteration 5F: 3 clusters Score -481750.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -481938.531250 Penalty: 4131.629883
	Iteration 6Q: 3 clusters Score -481938.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -482113.593750 Penalty: 4131.629883
	Iteration 7Q: 3 clusters Score -482113.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -482294.937500 Penalty: 4131.629883
	Iteration 8Q: 3 clusters Score -482294.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -482451.343750 Penalty: 4131.629883
	Iteration 9Q: 3 clusters Score -482451.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -482569.531250 Penalty: 4131.629883
	Iteration 10Q: 3 clusters Score -482569.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -482653.437500 Penalty: 4131.629883
	Iteration 11Q: 3 clusters Score -482653.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -482700.750000 Penalty: 4131.629883
	Iteration 12Q: 3 clusters Score -482700.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -482749.031250 Penalty: 4131.629883
	Iteration 13Q: 3 clusters Score -482749 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -482793.281250 Penalty: 4131.629883
	Iteration 14Q: 3 clusters Score -482793.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -482811.000000 Penalty: 4131.629883
	Iteration 15Q: 3 clusters Score -482811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -482819.750000 Penalty: 4131.629883
	Iteration 16Q: 3 clusters Score -482819.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -482826.375000 Penalty: 4131.629883
	Iteration 17Q: 3 clusters Score -482826.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -482830.750000 Penalty: 4131.629883
	Iteration 18Q: 3 clusters Score -482830.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -482835.968750 Penalty: 4131.629883
	Iteration 19Q: 3 clusters Score -482836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -482839.437500 Penalty: 4131.629883
	Iteration 20F: 3 clusters Score -482839.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -482842.343750 Penalty: 4131.629883
	Iteration 21Q: 3 clusters Score -482842.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -482846.250000 Penalty: 4131.629883
	Iteration 22Q: 3 clusters Score -482846.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -482845.781250 Penalty: 4131.629883
	Iteration 23Q: 3 clusters Score -482845.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -482845.781250 Penalty: 4131.629883
	Iteration 24F: 3 clusters Score -482845.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Entering Unmasked Estep 
Score: -3674038.500000 Penalty: 2557.322021
	Iteration 0F: 2 clusters Score -3674038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -3653572.000000 Penalty: 5114.644043
	Iteration 0F: 3 clusters Score -3653572 nChanged 13365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -3660879.750000 Penalty: 5114.644043
	Iteration 1F: 3 clusters Score -3660880 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3661390.750000 Penalty: 5114.644043
	Iteration 2Q: 3 clusters Score -3661391 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -3661849.000000 Penalty: 5114.644043
	Iteration 3Q: 3 clusters Score -3661849 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -3662299.500000 Penalty: 5114.644043
	Iteration 4Q: 3 clusters Score -3662300 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3662794.750000 Penalty: 5114.644043
	Iteration 5Q: 3 clusters Score -3662795 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -3663421.000000 Penalty: 5114.644043
	Iteration 6Q: 3 clusters Score -3663421 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -3664243.500000 Penalty: 5114.644043
	Iteration 7F: 3 clusters Score -3664244 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -3665346.750000 Penalty: 5114.644043
	Iteration 8F: 3 clusters Score -3665347 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -3666660.000000 Penalty: 5114.644043
	Iteration 9F: 3 clusters Score -3666660 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -3668055.000000 Penalty: 5114.644043
	Iteration 10F: 3 clusters Score -3668055 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3669291.500000 Penalty: 5114.644043
	Iteration 11Q: 3 clusters Score -3669292 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3670130.750000 Penalty: 5114.644043
	Iteration 12Q: 3 clusters Score -3670131 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3670729.500000 Penalty: 5114.644043
	Iteration 13Q: 3 clusters Score -3670730 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3671077.000000 Penalty: 5114.644043
	Iteration 14Q: 3 clusters Score -3671077 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3671297.500000 Penalty: 5114.644043
	Iteration 15Q: 3 clusters Score -3671298 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3671484.750000 Penalty: 5114.644043
	Iteration 16Q: 3 clusters Score -3671485 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3671602.250000 Penalty: 5114.644043
	Iteration 17Q: 3 clusters Score -3671602 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3671668.250000 Penalty: 5114.644043
	Iteration 18Q: 3 clusters Score -3671668 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3671718.500000 Penalty: 5114.644043
	Iteration 19Q: 3 clusters Score -3671718 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3671753.750000 Penalty: 5114.644043
	Iteration 20F: 3 clusters Score -3671754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3671777.500000 Penalty: 5114.644043
	Iteration 21Q: 3 clusters Score -3671778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3671809.000000 Penalty: 5114.644043
	Iteration 22Q: 3 clusters Score -3671809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3671828.500000 Penalty: 5114.644043
	Iteration 23Q: 3 clusters Score -3671828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3671843.500000 Penalty: 5114.644043
	Iteration 24Q: 3 clusters Score -3671844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3671841.750000 Penalty: 5114.644043
	Iteration 25Q: 3 clusters Score -3671842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3671850.250000 Penalty: 5114.644043
	Iteration 26Q: 3 clusters Score -3671850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3671858.500000 Penalty: 5114.644043
	Iteration 27Q: 3 clusters Score -3671858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3671861.750000 Penalty: 5114.644043
	Iteration 28Q: 3 clusters Score -3671862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3671862.500000 Penalty: 5114.644043
	Iteration 29Q: 3 clusters Score -3671862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3671863.750000 Penalty: 5114.644043
	Iteration 30Q: 3 clusters Score -3671864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3671865.000000 Penalty: 5114.644043
	Iteration 31Q: 3 clusters Score -3671865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3671866.250000 Penalty: 5114.644043
	Iteration 32Q: 3 clusters Score -3671866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3671863.750000 Penalty: 5114.644043
	Iteration 33Q: 3 clusters Score -3671864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3671871.250000 Penalty: 5114.644043
	Iteration 34Q: 3 clusters Score -3671871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3671876.000000 Penalty: 5114.644043
	Iteration 35Q: 3 clusters Score -3671876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3671874.750000 Penalty: 5114.644043
	Iteration 36Q: 3 clusters Score -3671875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3671880.750000 Penalty: 5114.644043
	Iteration 37Q: 3 clusters Score -3671881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3671880.750000 Penalty: 5114.644043
	Iteration 38F: 3 clusters Score -3671881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Entering Unmasked Estep 
Score: -1738130.625000 Penalty: 2377.250977
	Iteration 0F: 2 clusters Score -1738131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1727582.000000 Penalty: 4754.501953
	Iteration 0F: 3 clusters Score -1727582 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1730968.625000 Penalty: 4754.501953
	Iteration 1F: 3 clusters Score -1730969 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1731474.000000 Penalty: 4754.501953
	Iteration 2F: 3 clusters Score -1731474 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1731908.000000 Penalty: 4754.501953
	Iteration 3F: 3 clusters Score -1731908 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1732309.375000 Penalty: 4754.501953
	Iteration 4F: 3 clusters Score -1732309 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1732683.125000 Penalty: 4754.501953
	Iteration 5F: 3 clusters Score -1732683 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1733087.875000 Penalty: 4754.501953
	Iteration 6Q: 3 clusters Score -1733088 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1733595.125000 Penalty: 4754.501953
	Iteration 7F: 3 clusters Score -1733595 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1734092.625000 Penalty: 4754.501953
	Iteration 8F: 3 clusters Score -1734093 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1734615.500000 Penalty: 4754.501953
	Iteration 9F: 3 clusters Score -1734616 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1735012.250000 Penalty: 4754.501953
	Iteration 10Q: 3 clusters Score -1735012 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1735342.625000 Penalty: 4754.501953
	Iteration 11Q: 3 clusters Score -1735343 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1735612.500000 Penalty: 4754.501953
	Iteration 12Q: 3 clusters Score -1735612 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1735821.750000 Penalty: 4754.501953
	Iteration 13Q: 3 clusters Score -1735822 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1735980.875000 Penalty: 4754.501953
	Iteration 14Q: 3 clusters Score -1735981 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1736132.250000 Penalty: 4754.501953
	Iteration 15Q: 3 clusters Score -1736132 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1736254.875000 Penalty: 4754.501953
	Iteration 16Q: 3 clusters Score -1736255 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1736345.125000 Penalty: 4754.501953
	Iteration 17Q: 3 clusters Score -1736345 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1736439.000000 Penalty: 4754.501953
	Iteration 18Q: 3 clusters Score -1736439 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1736515.625000 Penalty: 4754.501953
	Iteration 19Q: 3 clusters Score -1736516 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1736592.125000 Penalty: 4754.501953
	Iteration 20F: 3 clusters Score -1736592 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1736649.125000 Penalty: 4754.501953
	Iteration 21Q: 3 clusters Score -1736649 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1736693.875000 Penalty: 4754.501953
	Iteration 22Q: 3 clusters Score -1736694 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1736726.500000 Penalty: 4754.501953
	Iteration 23Q: 3 clusters Score -1736726 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1736747.000000 Penalty: 4754.501953
	Iteration 24Q: 3 clusters Score -1736747 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1736773.500000 Penalty: 4754.501953
	Iteration 25Q: 3 clusters Score -1736774 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1736798.750000 Penalty: 4754.501953
	Iteration 26Q: 3 clusters Score -1736799 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1736820.750000 Penalty: 4754.501953
	Iteration 27Q: 3 clusters Score -1736821 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1736837.000000 Penalty: 4754.501953
	Iteration 28Q: 3 clusters Score -1736837 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1736849.625000 Penalty: 4754.501953
	Iteration 29Q: 3 clusters Score -1736850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1736860.250000 Penalty: 4754.501953
	Iteration 30Q: 3 clusters Score -1736860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1736865.750000 Penalty: 4754.501953
	Iteration 31Q: 3 clusters Score -1736866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1736879.000000 Penalty: 4754.501953
	Iteration 32Q: 3 clusters Score -1736879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1736887.000000 Penalty: 4754.501953
	Iteration 33Q: 3 clusters Score -1736887 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1736895.750000 Penalty: 4754.501953
	Iteration 34Q: 3 clusters Score -1736896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1736899.000000 Penalty: 4754.501953
	Iteration 35Q: 3 clusters Score -1736899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1736912.625000 Penalty: 4754.501953
	Iteration 36Q: 3 clusters Score -1736913 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1736914.125000 Penalty: 4754.501953
	Iteration 37Q: 3 clusters Score -1736914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1736921.125000 Penalty: 4754.501953
	Iteration 38Q: 3 clusters Score -1736921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1736926.375000 Penalty: 4754.501953
	Iteration 39Q: 3 clusters Score -1736926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1736926.500000 Penalty: 4754.501953
	Iteration 40F: 3 clusters Score -1736926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1736929.750000 Penalty: 4754.501953
	Iteration 41Q: 3 clusters Score -1736930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1736933.875000 Penalty: 4754.501953
	Iteration 42Q: 3 clusters Score -1736934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1736942.875000 Penalty: 4754.501953
	Iteration 43Q: 3 clusters Score -1736943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1736943.750000 Penalty: 4754.501953
	Iteration 44Q: 3 clusters Score -1736944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1736952.000000 Penalty: 4754.501953
	Iteration 45Q: 3 clusters Score -1736952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1736955.375000 Penalty: 4754.501953
	Iteration 46Q: 3 clusters Score -1736955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1736961.500000 Penalty: 4754.501953
	Iteration 47Q: 3 clusters Score -1736962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1736961.625000 Penalty: 4754.501953
	Iteration 48Q: 3 clusters Score -1736962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1736965.875000 Penalty: 4754.501953
	Iteration 49Q: 3 clusters Score -1736966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1736964.875000 Penalty: 4754.501953
	Iteration 50Q: 3 clusters Score -1736965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1736964.125000 Penalty: 4754.501953
	Iteration 51Q: 3 clusters Score -1736964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1736964.000000 Penalty: 4754.501953
	Iteration 52Q: 3 clusters Score -1736964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1736967.875000 Penalty: 4754.501953
	Iteration 53Q: 3 clusters Score -1736968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1736970.875000 Penalty: 4754.501953
	Iteration 54Q: 3 clusters Score -1736971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1736974.375000 Penalty: 4754.501953
	Iteration 55Q: 3 clusters Score -1736974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1736976.125000 Penalty: 4754.501953
	Iteration 56Q: 3 clusters Score -1736976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1736986.375000 Penalty: 4754.501953
	Iteration 57Q: 3 clusters Score -1736986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1736990.625000 Penalty: 4754.501953
	Iteration 58Q: 3 clusters Score -1736991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1736991.750000 Penalty: 4754.501953
	Iteration 59Q: 3 clusters Score -1736992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1736998.375000 Penalty: 4754.501953
	Iteration 60F: 3 clusters Score -1736998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1736995.375000 Penalty: 4754.501953
	Iteration 61Q: 3 clusters Score -1736995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1737002.250000 Penalty: 4754.501953
	Iteration 62Q: 3 clusters Score -1737002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1737006.500000 Penalty: 4754.501953
	Iteration 63Q: 3 clusters Score -1737006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1737010.750000 Penalty: 4754.501953
	Iteration 64Q: 3 clusters Score -1737011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1737016.000000 Penalty: 4754.501953
	Iteration 65Q: 3 clusters Score -1737016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1737013.500000 Penalty: 4754.501953
	Iteration 66Q: 3 clusters Score -1737014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1737017.375000 Penalty: 4754.501953
	Iteration 67Q: 3 clusters Score -1737017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1737021.000000 Penalty: 4754.501953
	Iteration 68Q: 3 clusters Score -1737021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1737021.875000 Penalty: 4754.501953
	Iteration 69Q: 3 clusters Score -1737022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1737021.750000 Penalty: 4754.501953
	Iteration 70Q: 3 clusters Score -1737022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1737024.875000 Penalty: 4754.501953
	Iteration 71Q: 3 clusters Score -1737025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1737024.000000 Penalty: 4754.501953
	Iteration 72Q: 3 clusters Score -1737024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1737027.125000 Penalty: 4754.501953
	Iteration 73Q: 3 clusters Score -1737027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1737025.500000 Penalty: 4754.501953
	Iteration 74Q: 3 clusters Score -1737026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1737024.375000 Penalty: 4754.501953
	Iteration 75Q: 3 clusters Score -1737024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1737024.375000 Penalty: 4754.501953
	Iteration 76F: 3 clusters Score -1737024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Entering Unmasked Estep 
Score: -298706.718750 Penalty: 1975.713501
	Iteration 0F: 2 clusters Score -298706.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -295573.593750 Penalty: 3951.427002
	Iteration 0F: 3 clusters Score -295573.6 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -296219.718750 Penalty: 3951.427002
	Iteration 1F: 3 clusters Score -296219.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -296395.531250 Penalty: 3951.427002
	Iteration 2F: 3 clusters Score -296395.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -296509.437500 Penalty: 3951.427002
	Iteration 3F: 3 clusters Score -296509.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -296577.843750 Penalty: 3951.427002
	Iteration 4Q: 3 clusters Score -296577.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -296621.312500 Penalty: 3951.427002
	Iteration 5Q: 3 clusters Score -296621.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -296678.843750 Penalty: 3951.427002
	Iteration 6Q: 3 clusters Score -296678.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -296753.781250 Penalty: 3951.427002
	Iteration 7Q: 3 clusters Score -296753.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -296847.625000 Penalty: 3951.427002
	Iteration 8Q: 3 clusters Score -296847.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -296942.687500 Penalty: 3951.427002
	Iteration 9Q: 3 clusters Score -296942.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -297036.500000 Penalty: 3951.427002
	Iteration 10Q: 3 clusters Score -297036.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -297152.750000 Penalty: 3951.427002
	Iteration 11Q: 3 clusters Score -297152.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -297280.281250 Penalty: 3951.427002
	Iteration 12Q: 3 clusters Score -297280.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -297384.093750 Penalty: 3951.427002
	Iteration 13Q: 3 clusters Score -297384.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -297475.750000 Penalty: 3951.427002
	Iteration 14Q: 3 clusters Score -297475.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -297570.343750 Penalty: 3951.427002
	Iteration 15Q: 3 clusters Score -297570.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -297641.437500 Penalty: 3951.427002
	Iteration 16Q: 3 clusters Score -297641.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -297681.031250 Penalty: 3951.427002
	Iteration 17Q: 3 clusters Score -297681 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -297733.781250 Penalty: 3951.427002
	Iteration 18Q: 3 clusters Score -297733.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -297794.625000 Penalty: 3951.427002
	Iteration 19Q: 3 clusters Score -297794.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -297820.625000 Penalty: 3951.427002
	Iteration 20F: 3 clusters Score -297820.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -297844.062500 Penalty: 3951.427002
	Iteration 21Q: 3 clusters Score -297844.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -297856.250000 Penalty: 3951.427002
	Iteration 22Q: 3 clusters Score -297856.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -297867.593750 Penalty: 3951.427002
	Iteration 23Q: 3 clusters Score -297867.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -297871.750000 Penalty: 3951.427002
	Iteration 24Q: 3 clusters Score -297871.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -297877.218750 Penalty: 3951.427002
	Iteration 25Q: 3 clusters Score -297877.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -297879.406250 Penalty: 3951.427002
	Iteration 26Q: 3 clusters Score -297879.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -297881.375000 Penalty: 3951.427002
	Iteration 27Q: 3 clusters Score -297881.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -297882.125000 Penalty: 3951.427002
	Iteration 28Q: 3 clusters Score -297882.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -297883.406250 Penalty: 3951.427002
	Iteration 29Q: 3 clusters Score -297883.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -297883.406250 Penalty: 3951.427002
	Iteration 30F: 3 clusters Score -297883.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (192651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192651 members 
Entering Unmasked Estep 
Score: -24104922.000000 Penalty: 3017.821533
	Iteration 0F: 2 clusters Score -2.410492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96272 members 
Mstep: Class 2 contains 96379 members 
Entering Unmasked Estep 
Score: -23980972.000000 Penalty: 6035.643066
	Iteration 0F: 3 clusters Score -2.398097e+07 nChanged 92661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97165 members 
Mstep: Class 2 contains 95486 members 
Entering Unmasked Estep 
Score: -24036054.000000 Penalty: 6035.643066
	Iteration 1F: 3 clusters Score -2.403605e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97442 members 
Mstep: Class 2 contains 95209 members 
Entering Unmasked Estep 
Score: -24037246.000000 Penalty: 6035.643066
	Iteration 2Q: 3 clusters Score -2.403725e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97828 members 
Mstep: Class 2 contains 94823 members 
Entering Unmasked Estep 
Score: -24038622.000000 Penalty: 6035.643066
	Iteration 3Q: 3 clusters Score -2.403862e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98517 members 
Mstep: Class 2 contains 94134 members 
Entering Unmasked Estep 
Score: -24040186.000000 Penalty: 6035.643066
	Iteration 4Q: 3 clusters Score -2.404019e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99390 members 
Mstep: Class 2 contains 93261 members 
Entering Unmasked Estep 
Score: -24041938.000000 Penalty: 6035.643066
	Iteration 5Q: 3 clusters Score -2.404194e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100723 members 
Mstep: Class 2 contains 91928 members 
Entering Unmasked Estep 
Score: -24044122.000000 Penalty: 6035.643066
	Iteration 6Q: 3 clusters Score -2.404412e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102478 members 
Mstep: Class 2 contains 90173 members 
Entering Unmasked Estep 
Score: -24046378.000000 Penalty: 6035.643066
	Iteration 7Q: 3 clusters Score -2.404638e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104777 members 
Mstep: Class 2 contains 87874 members 
Entering Unmasked Estep 
Score: -24049136.000000 Penalty: 6035.643066
	Iteration 8Q: 3 clusters Score -2.404914e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107603 members 
Mstep: Class 2 contains 85048 members 
Entering Unmasked Estep 
Score: -24052128.000000 Penalty: 6035.643066
	Iteration 9Q: 3 clusters Score -2.405213e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110979 members 
Mstep: Class 2 contains 81672 members 
Entering Unmasked Estep 
Score: -24055778.000000 Penalty: 6035.643066
	Iteration 10Q: 3 clusters Score -2.405578e+07 nChanged 8628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114765 members 
Mstep: Class 2 contains 77886 members 
Entering Unmasked Estep 
Score: -24060398.000000 Penalty: 6035.643066
	Iteration 11Q: 3 clusters Score -2.40604e+07 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118643 members 
Mstep: Class 2 contains 74008 members 
Entering Unmasked Estep 
Score: -24066196.000000 Penalty: 6035.643066
	Iteration 12Q: 3 clusters Score -2.40662e+07 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122146 members 
Mstep: Class 2 contains 70505 members 
Entering Unmasked Estep 
Score: -24071448.000000 Penalty: 6035.643066
	Iteration 13Q: 3 clusters Score -2.407145e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125141 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -24075854.000000 Penalty: 6035.643066
	Iteration 14Q: 3 clusters Score -2.407585e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127849 members 
Mstep: Class 2 contains 64802 members 
Entering Unmasked Estep 
Score: -24078238.000000 Penalty: 6035.643066
	Iteration 15Q: 3 clusters Score -2.407824e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130693 members 
Mstep: Class 2 contains 61958 members 
Entering Unmasked Estep 
Score: -24079694.000000 Penalty: 6035.643066
	Iteration 16Q: 3 clusters Score -2.407969e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133737 members 
Mstep: Class 2 contains 58914 members 
Entering Unmasked Estep 
Score: -24080784.000000 Penalty: 6035.643066
	Iteration 17Q: 3 clusters Score -2.408078e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136934 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -24082092.000000 Penalty: 6035.643066
	Iteration 18Q: 3 clusters Score -2.408209e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140351 members 
Mstep: Class 2 contains 52300 members 
Entering Unmasked Estep 
Score: -24083432.000000 Penalty: 6035.643066
	Iteration 19Q: 3 clusters Score -2.408343e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143994 members 
Mstep: Class 2 contains 48657 members 
Entering Unmasked Estep 
Score: -24085064.000000 Penalty: 6035.643066
	Iteration 20F: 3 clusters Score -2.408506e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147765 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -24086632.000000 Penalty: 6035.643066
	Iteration 21Q: 3 clusters Score -2.408663e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151576 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -24088098.000000 Penalty: 6035.643066
	Iteration 22Q: 3 clusters Score -2.40881e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155507 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -24089910.000000 Penalty: 6035.643066
	Iteration 23Q: 3 clusters Score -2.408991e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159628 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -24091582.000000 Penalty: 6035.643066
	Iteration 24Q: 3 clusters Score -2.409158e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163718 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -24093370.000000 Penalty: 6035.643066
	Iteration 25Q: 3 clusters Score -2.409337e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167635 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -24094738.000000 Penalty: 6035.643066
	Iteration 26Q: 3 clusters Score -2.409474e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171291 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -24096202.000000 Penalty: 6035.643066
	Iteration 27Q: 3 clusters Score -2.40962e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174653 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -24097438.000000 Penalty: 6035.643066
	Iteration 28Q: 3 clusters Score -2.409744e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177594 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -24098246.000000 Penalty: 6035.643066
	Iteration 29Q: 3 clusters Score -2.409825e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180231 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -24099344.000000 Penalty: 6035.643066
	Iteration 30Q: 3 clusters Score -2.409934e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182500 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -24100096.000000 Penalty: 6035.643066
	Iteration 31Q: 3 clusters Score -2.41001e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184362 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -24100770.000000 Penalty: 6035.643066
	Iteration 32Q: 3 clusters Score -2.410077e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185907 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -24101304.000000 Penalty: 6035.643066
	Iteration 33Q: 3 clusters Score -2.41013e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187139 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -24101648.000000 Penalty: 6035.643066
	Iteration 34Q: 3 clusters Score -2.410165e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188115 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -24101914.000000 Penalty: 6035.643066
	Iteration 35Q: 3 clusters Score -2.410191e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188853 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -24102128.000000 Penalty: 6035.643066
	Iteration 36Q: 3 clusters Score -2.410213e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189448 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -24102404.000000 Penalty: 6035.643066
	Iteration 37Q: 3 clusters Score -2.41024e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189905 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -24102652.000000 Penalty: 6035.643066
	Iteration 38Q: 3 clusters Score -2.410265e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190231 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -24102760.000000 Penalty: 6035.643066
	Iteration 39Q: 3 clusters Score -2.410276e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190486 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -24102802.000000 Penalty: 6035.643066
	Iteration 40F: 3 clusters Score -2.41028e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190689 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -24102792.000000 Penalty: 6035.643066
	Iteration 41Q: 3 clusters Score -2.410279e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190851 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -24102838.000000 Penalty: 6035.643066
	Iteration 42Q: 3 clusters Score -2.410284e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190972 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -24102848.000000 Penalty: 6035.643066
	Iteration 43Q: 3 clusters Score -2.410285e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191064 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -24102948.000000 Penalty: 6035.643066
	Iteration 44Q: 3 clusters Score -2.410295e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191142 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -24102974.000000 Penalty: 6035.643066
	Iteration 45Q: 3 clusters Score -2.410297e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191216 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -24102968.000000 Penalty: 6035.643066
	Iteration 46Q: 3 clusters Score -2.410297e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191268 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -24102984.000000 Penalty: 6035.643066
	Iteration 47Q: 3 clusters Score -2.410298e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191314 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -24102958.000000 Penalty: 6035.643066
	Iteration 48Q: 3 clusters Score -2.410296e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191363 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -24103022.000000 Penalty: 6035.643066
	Iteration 49Q: 3 clusters Score -2.410302e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191401 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -24102992.000000 Penalty: 6035.643066
	Iteration 50Q: 3 clusters Score -2.410299e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191439 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -24103010.000000 Penalty: 6035.643066
	Iteration 51Q: 3 clusters Score -2.410301e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191459 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -24102994.000000 Penalty: 6035.643066
	Iteration 52Q: 3 clusters Score -2.410299e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191484 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -24102980.000000 Penalty: 6035.643066
	Iteration 53Q: 3 clusters Score -2.410298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191496 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -24102978.000000 Penalty: 6035.643066
	Iteration 54Q: 3 clusters Score -2.410298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191509 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -24102982.000000 Penalty: 6035.643066
	Iteration 55Q: 3 clusters Score -2.410298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191525 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -24102986.000000 Penalty: 6035.643066
	Iteration 56Q: 3 clusters Score -2.410299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191532 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -24102978.000000 Penalty: 6035.643066
	Iteration 57Q: 3 clusters Score -2.410298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191544 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -24102962.000000 Penalty: 6035.643066
	Iteration 58Q: 3 clusters Score -2.410296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191551 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -24102958.000000 Penalty: 6035.643066
	Iteration 59Q: 3 clusters Score -2.410296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191560 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -24102970.000000 Penalty: 6035.643066
	Iteration 60F: 3 clusters Score -2.410297e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191566 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -24102990.000000 Penalty: 6035.643066
	Iteration 61Q: 3 clusters Score -2.410299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191573 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -24102982.000000 Penalty: 6035.643066
	Iteration 62Q: 3 clusters Score -2.410298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191577 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -24102980.000000 Penalty: 6035.643066
	Iteration 63Q: 3 clusters Score -2.410298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191579 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -24102990.000000 Penalty: 6035.643066
	Iteration 64Q: 3 clusters Score -2.410299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191578 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -24102992.000000 Penalty: 6035.643066
	Iteration 65Q: 3 clusters Score -2.410299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191578 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -24102992.000000 Penalty: 6035.643066
	Iteration 66F: 3 clusters Score -2.410299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (76512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76512 members 
Entering Unmasked Estep 
Score: -9269438.000000 Penalty: 2788.810303
	Iteration 0F: 2 clusters Score -9269438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -9218247.000000 Penalty: 5577.620605
	Iteration 0F: 3 clusters Score -9218247 nChanged 35991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -9238296.000000 Penalty: 5577.620605
	Iteration 1F: 3 clusters Score -9238296 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -9238868.000000 Penalty: 5577.620605
	Iteration 2Q: 3 clusters Score -9238868 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -9239613.000000 Penalty: 5577.620605
	Iteration 3Q: 3 clusters Score -9239613 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -9240321.000000 Penalty: 5577.620605
	Iteration 4Q: 3 clusters Score -9240321 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -9241197.000000 Penalty: 5577.620605
	Iteration 5Q: 3 clusters Score -9241197 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -9242176.000000 Penalty: 5577.620605
	Iteration 6Q: 3 clusters Score -9242176 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -9243468.000000 Penalty: 5577.620605
	Iteration 7Q: 3 clusters Score -9243468 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -9245268.000000 Penalty: 5577.620605
	Iteration 8Q: 3 clusters Score -9245268 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 52293 members 
Entering Unmasked Estep 
Score: -9247653.000000 Penalty: 5577.620605
	Iteration 9F: 3 clusters Score -9247653 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 56628 members 
Entering Unmasked Estep 
Score: -9250774.000000 Penalty: 5577.620605
	Iteration 10F: 3 clusters Score -9250774 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 61142 members 
Entering Unmasked Estep 
Score: -9254587.000000 Penalty: 5577.620605
	Iteration 11F: 3 clusters Score -9254587 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 65270 members 
Entering Unmasked Estep 
Score: -9258290.000000 Penalty: 5577.620605
	Iteration 12F: 3 clusters Score -9258290 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 68508 members 
Entering Unmasked Estep 
Score: -9261313.000000 Penalty: 5577.620605
	Iteration 13Q: 3 clusters Score -9261313 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 70701 members 
Entering Unmasked Estep 
Score: -9263296.000000 Penalty: 5577.620605
	Iteration 14Q: 3 clusters Score -9263296 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 72177 members 
Entering Unmasked Estep 
Score: -9264516.000000 Penalty: 5577.620605
	Iteration 15Q: 3 clusters Score -9264516 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 73203 members 
Entering Unmasked Estep 
Score: -9265314.000000 Penalty: 5577.620605
	Iteration 16Q: 3 clusters Score -9265314 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 73909 members 
Entering Unmasked Estep 
Score: -9265934.000000 Penalty: 5577.620605
	Iteration 17Q: 3 clusters Score -9265934 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 74417 members 
Entering Unmasked Estep 
Score: -9266292.000000 Penalty: 5577.620605
	Iteration 18Q: 3 clusters Score -9266292 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 74759 members 
Entering Unmasked Estep 
Score: -9266557.000000 Penalty: 5577.620605
	Iteration 19Q: 3 clusters Score -9266557 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 75011 members 
Entering Unmasked Estep 
Score: -9266754.000000 Penalty: 5577.620605
	Iteration 20F: 3 clusters Score -9266754 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 75197 members 
Entering Unmasked Estep 
Score: -9266861.000000 Penalty: 5577.620605
	Iteration 21Q: 3 clusters Score -9266861 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 75322 members 
Entering Unmasked Estep 
Score: -9266926.000000 Penalty: 5577.620605
	Iteration 22Q: 3 clusters Score -9266926 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 75411 members 
Entering Unmasked Estep 
Score: -9267001.000000 Penalty: 5577.620605
	Iteration 23Q: 3 clusters Score -9267001 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 75472 members 
Entering Unmasked Estep 
Score: -9267040.000000 Penalty: 5577.620605
	Iteration 24Q: 3 clusters Score -9267040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 75509 members 
Entering Unmasked Estep 
Score: -9267061.000000 Penalty: 5577.620605
	Iteration 25Q: 3 clusters Score -9267061 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 75531 members 
Entering Unmasked Estep 
Score: -9267080.000000 Penalty: 5577.620605
	Iteration 26Q: 3 clusters Score -9267080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 75552 members 
Entering Unmasked Estep 
Score: -9267092.000000 Penalty: 5577.620605
	Iteration 27Q: 3 clusters Score -9267092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 75580 members 
Entering Unmasked Estep 
Score: -9267108.000000 Penalty: 5577.620605
	Iteration 28Q: 3 clusters Score -9267108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 75596 members 
Entering Unmasked Estep 
Score: -9267108.000000 Penalty: 5577.620605
	Iteration 29Q: 3 clusters Score -9267108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 75611 members 
Entering Unmasked Estep 
Score: -9267129.000000 Penalty: 5577.620605
	Iteration 30Q: 3 clusters Score -9267129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 75621 members 
Entering Unmasked Estep 
Score: -9267126.000000 Penalty: 5577.620605
	Iteration 31Q: 3 clusters Score -9267126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 75632 members 
Entering Unmasked Estep 
Score: -9267133.000000 Penalty: 5577.620605
	Iteration 32Q: 3 clusters Score -9267133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 75638 members 
Entering Unmasked Estep 
Score: -9267137.000000 Penalty: 5577.620605
	Iteration 33Q: 3 clusters Score -9267137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 75648 members 
Entering Unmasked Estep 
Score: -9267142.000000 Penalty: 5577.620605
	Iteration 34Q: 3 clusters Score -9267142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 75659 members 
Entering Unmasked Estep 
Score: -9267146.000000 Penalty: 5577.620605
	Iteration 35Q: 3 clusters Score -9267146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 75670 members 
Entering Unmasked Estep 
Score: -9267144.000000 Penalty: 5577.620605
	Iteration 36Q: 3 clusters Score -9267144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 75680 members 
Entering Unmasked Estep 
Score: -9267154.000000 Penalty: 5577.620605
	Iteration 37Q: 3 clusters Score -9267154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 75690 members 
Entering Unmasked Estep 
Score: -9267164.000000 Penalty: 5577.620605
	Iteration 38Q: 3 clusters Score -9267164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 75699 members 
Entering Unmasked Estep 
Score: -9267168.000000 Penalty: 5577.620605
	Iteration 39Q: 3 clusters Score -9267168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 75704 members 
Entering Unmasked Estep 
Score: -9267165.000000 Penalty: 5577.620605
	Iteration 40F: 3 clusters Score -9267165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Entering Unmasked Estep 
Score: -3915091.750000 Penalty: 2564.672119
	Iteration 0F: 2 clusters Score -3915092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3893933.000000 Penalty: 5129.344238
	Iteration 0F: 3 clusters Score -3893933 nChanged 13935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -3901906.250000 Penalty: 5129.344238
	Iteration 1F: 3 clusters Score -3901906 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -3902841.000000 Penalty: 5129.344238
	Iteration 2F: 3 clusters Score -3902841 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3903748.750000 Penalty: 5129.344238
	Iteration 3F: 3 clusters Score -3903749 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -3904749.500000 Penalty: 5129.344238
	Iteration 4F: 3 clusters Score -3904750 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3905798.500000 Penalty: 5129.344238
	Iteration 5F: 3 clusters Score -3905798 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -3906930.500000 Penalty: 5129.344238
	Iteration 6F: 3 clusters Score -3906930 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -3908002.500000 Penalty: 5129.344238
	Iteration 7F: 3 clusters Score -3908002 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -3908932.500000 Penalty: 5129.344238
	Iteration 8F: 3 clusters Score -3908932 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -3909616.250000 Penalty: 5129.344238
	Iteration 9Q: 3 clusters Score -3909616 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -3910004.250000 Penalty: 5129.344238
	Iteration 10Q: 3 clusters Score -3910004 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -3910197.000000 Penalty: 5129.344238
	Iteration 11Q: 3 clusters Score -3910197 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -3910355.000000 Penalty: 5129.344238
	Iteration 12Q: 3 clusters Score -3910355 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -3910434.250000 Penalty: 5129.344238
	Iteration 13Q: 3 clusters Score -3910434 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -3910528.250000 Penalty: 5129.344238
	Iteration 14Q: 3 clusters Score -3910528 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -3910598.250000 Penalty: 5129.344238
	Iteration 15Q: 3 clusters Score -3910598 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -3910649.750000 Penalty: 5129.344238
	Iteration 16Q: 3 clusters Score -3910650 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -3910712.750000 Penalty: 5129.344238
	Iteration 17Q: 3 clusters Score -3910713 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -3910770.250000 Penalty: 5129.344238
	Iteration 18Q: 3 clusters Score -3910770 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -3910806.250000 Penalty: 5129.344238
	Iteration 19Q: 3 clusters Score -3910806 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -3910873.250000 Penalty: 5129.344238
	Iteration 20F: 3 clusters Score -3910873 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -3910940.250000 Penalty: 5129.344238
	Iteration 21Q: 3 clusters Score -3910940 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -3911001.250000 Penalty: 5129.344238
	Iteration 22Q: 3 clusters Score -3911001 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -3911089.500000 Penalty: 5129.344238
	Iteration 23Q: 3 clusters Score -3911090 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -3911148.250000 Penalty: 5129.344238
	Iteration 24Q: 3 clusters Score -3911148 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -3911228.500000 Penalty: 5129.344238
	Iteration 25Q: 3 clusters Score -3911228 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -3911300.500000 Penalty: 5129.344238
	Iteration 26Q: 3 clusters Score -3911300 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -3911372.500000 Penalty: 5129.344238
	Iteration 27Q: 3 clusters Score -3911372 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -3911433.000000 Penalty: 5129.344238
	Iteration 28Q: 3 clusters Score -3911433 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -3911516.000000 Penalty: 5129.344238
	Iteration 29Q: 3 clusters Score -3911516 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -3911576.500000 Penalty: 5129.344238
	Iteration 30Q: 3 clusters Score -3911576 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -3911648.000000 Penalty: 5129.344238
	Iteration 31Q: 3 clusters Score -3911648 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -3911746.250000 Penalty: 5129.344238
	Iteration 32Q: 3 clusters Score -3911746 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -3911818.000000 Penalty: 5129.344238
	Iteration 33Q: 3 clusters Score -3911818 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -3911894.500000 Penalty: 5129.344238
	Iteration 34Q: 3 clusters Score -3911894 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -3911969.750000 Penalty: 5129.344238
	Iteration 35Q: 3 clusters Score -3911970 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3912056.000000 Penalty: 5129.344238
	Iteration 36Q: 3 clusters Score -3912056 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -3912128.750000 Penalty: 5129.344238
	Iteration 37Q: 3 clusters Score -3912129 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -3912212.000000 Penalty: 5129.344238
	Iteration 38Q: 3 clusters Score -3912212 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3912313.000000 Penalty: 5129.344238
	Iteration 39Q: 3 clusters Score -3912313 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -3912395.750000 Penalty: 5129.344238
	Iteration 40F: 3 clusters Score -3912396 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -3912501.500000 Penalty: 5129.344238
	Iteration 41Q: 3 clusters Score -3912502 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -3912585.500000 Penalty: 5129.344238
	Iteration 42Q: 3 clusters Score -3912586 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -3912703.250000 Penalty: 5129.344238
	Iteration 43Q: 3 clusters Score -3912703 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -3912792.250000 Penalty: 5129.344238
	Iteration 44Q: 3 clusters Score -3912792 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3912860.000000 Penalty: 5129.344238
	Iteration 45Q: 3 clusters Score -3912860 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -3912903.750000 Penalty: 5129.344238
	Iteration 46Q: 3 clusters Score -3912904 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -3912975.750000 Penalty: 5129.344238
	Iteration 47Q: 3 clusters Score -3912976 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3913025.000000 Penalty: 5129.344238
	Iteration 48Q: 3 clusters Score -3913025 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -3913060.750000 Penalty: 5129.344238
	Iteration 49Q: 3 clusters Score -3913061 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -3913088.250000 Penalty: 5129.344238
	Iteration 50Q: 3 clusters Score -3913088 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -3913115.750000 Penalty: 5129.344238
	Iteration 51Q: 3 clusters Score -3913116 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -3913143.750000 Penalty: 5129.344238
	Iteration 52Q: 3 clusters Score -3913144 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -3913160.500000 Penalty: 5129.344238
	Iteration 53Q: 3 clusters Score -3913160 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -3913188.750000 Penalty: 5129.344238
	Iteration 54Q: 3 clusters Score -3913189 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -3913215.000000 Penalty: 5129.344238
	Iteration 55Q: 3 clusters Score -3913215 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -3913224.750000 Penalty: 5129.344238
	Iteration 56Q: 3 clusters Score -3913225 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3913232.000000 Penalty: 5129.344238
	Iteration 57Q: 3 clusters Score -3913232 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -3913231.250000 Penalty: 5129.344238
	Iteration 58Q: 3 clusters Score -3913231 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -3913251.000000 Penalty: 5129.344238
	Iteration 59Q: 3 clusters Score -3913251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -3913259.750000 Penalty: 5129.344238
	Iteration 60F: 3 clusters Score -3913260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -3913259.000000 Penalty: 5129.344238
	Iteration 61Q: 3 clusters Score -3913259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -3913277.000000 Penalty: 5129.344238
	Iteration 62Q: 3 clusters Score -3913277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -3913278.500000 Penalty: 5129.344238
	Iteration 63Q: 3 clusters Score -3913278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -3913279.500000 Penalty: 5129.344238
	Iteration 64Q: 3 clusters Score -3913280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -3913277.750000 Penalty: 5129.344238
	Iteration 65Q: 3 clusters Score -3913278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -3913279.500000 Penalty: 5129.344238
	Iteration 66Q: 3 clusters Score -3913280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -3913276.000000 Penalty: 5129.344238
	Iteration 67Q: 3 clusters Score -3913276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -3913278.500000 Penalty: 5129.344238
	Iteration 68Q: 3 clusters Score -3913278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -3913286.250000 Penalty: 5129.344238
	Iteration 69Q: 3 clusters Score -3913286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -3913290.500000 Penalty: 5129.344238
	Iteration 70Q: 3 clusters Score -3913290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -3913289.750000 Penalty: 5129.344238
	Iteration 71Q: 3 clusters Score -3913290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -3913284.000000 Penalty: 5129.344238
	Iteration 72Q: 3 clusters Score -3913284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -3913292.000000 Penalty: 5129.344238
	Iteration 73Q: 3 clusters Score -3913292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -3913299.250000 Penalty: 5129.344238
	Iteration 74Q: 3 clusters Score -3913299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -3913303.500000 Penalty: 5129.344238
	Iteration 75Q: 3 clusters Score -3913304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -3913298.000000 Penalty: 5129.344238
	Iteration 76Q: 3 clusters Score -3913298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -3913304.500000 Penalty: 5129.344238
	Iteration 77Q: 3 clusters Score -3913304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -3913302.250000 Penalty: 5129.344238
	Iteration 78Q: 3 clusters Score -3913302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -3913299.750000 Penalty: 5129.344238
	Iteration 79Q: 3 clusters Score -3913300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -3913302.750000 Penalty: 5129.344238
	Iteration 80F: 3 clusters Score -3913303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -3913313.000000 Penalty: 5129.344238
	Iteration 81Q: 3 clusters Score -3913313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -3913308.500000 Penalty: 5129.344238
	Iteration 82Q: 3 clusters Score -3913308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -3913307.500000 Penalty: 5129.344238
	Iteration 83Q: 3 clusters Score -3913308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -3913309.750000 Penalty: 5129.344238
	Iteration 84Q: 3 clusters Score -3913310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -3913315.250000 Penalty: 5129.344238
	Iteration 85Q: 3 clusters Score -3913315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -3913314.750000 Penalty: 5129.344238
	Iteration 86Q: 3 clusters Score -3913315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -3913315.500000 Penalty: 5129.344238
	Iteration 87Q: 3 clusters Score -3913316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -3913318.500000 Penalty: 5129.344238
	Iteration 88Q: 3 clusters Score -3913318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -3913322.750000 Penalty: 5129.344238
	Iteration 89Q: 3 clusters Score -3913323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -3913328.750000 Penalty: 5129.344238
	Iteration 90Q: 3 clusters Score -3913329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -3913339.000000 Penalty: 5129.344238
	Iteration 91Q: 3 clusters Score -3913339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -3913342.500000 Penalty: 5129.344238
	Iteration 92Q: 3 clusters Score -3913342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -3913347.500000 Penalty: 5129.344238
	Iteration 93Q: 3 clusters Score -3913348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -3913345.000000 Penalty: 5129.344238
	Iteration 94Q: 3 clusters Score -3913345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -3913343.500000 Penalty: 5129.344238
	Iteration 95Q: 3 clusters Score -3913344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -3913340.500000 Penalty: 5129.344238
	Iteration 96Q: 3 clusters Score -3913340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -3913344.250000 Penalty: 5129.344238
	Iteration 97Q: 3 clusters Score -3913344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -3913345.000000 Penalty: 5129.344238
	Iteration 98Q: 3 clusters Score -3913345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -3913341.500000 Penalty: 5129.344238
	Iteration 99Q: 3 clusters Score -3913342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -3913345.000000 Penalty: 5129.344238
	Iteration 100F: 3 clusters Score -3913345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -3913350.750000 Penalty: 5129.344238
	Iteration 101Q: 3 clusters Score -3913351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -3913356.750000 Penalty: 5129.344238
	Iteration 102Q: 3 clusters Score -3913357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -3913357.750000 Penalty: 5129.344238
	Iteration 103Q: 3 clusters Score -3913358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -3913360.000000 Penalty: 5129.344238
	Iteration 104Q: 3 clusters Score -3913360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -3913358.500000 Penalty: 5129.344238
	Iteration 105Q: 3 clusters Score -3913358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3913357.750000 Penalty: 5129.344238
	Iteration 106Q: 3 clusters Score -3913358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -3913357.250000 Penalty: 5129.344238
	Iteration 107Q: 3 clusters Score -3913357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -3913354.750000 Penalty: 5129.344238
	Iteration 108Q: 3 clusters Score -3913355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -3913355.500000 Penalty: 5129.344238
	Iteration 109Q: 3 clusters Score -3913356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -3913361.000000 Penalty: 5129.344238
	Iteration 110Q: 3 clusters Score -3913361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -3913357.000000 Penalty: 5129.344238
	Iteration 111Q: 3 clusters Score -3913357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -3913363.500000 Penalty: 5129.344238
	Iteration 112Q: 3 clusters Score -3913364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -3913369.000000 Penalty: 5129.344238
	Iteration 113Q: 3 clusters Score -3913369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -3913367.750000 Penalty: 5129.344238
	Iteration 114Q: 3 clusters Score -3913368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -3913364.250000 Penalty: 5129.344238
	Iteration 115Q: 3 clusters Score -3913364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -3913359.750000 Penalty: 5129.344238
	Iteration 116Q: 3 clusters Score -3913360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -3913361.000000 Penalty: 5129.344238
	Iteration 117Q: 3 clusters Score -3913361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -3913360.500000 Penalty: 5129.344238
	Iteration 118Q: 3 clusters Score -3913360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -3913360.500000 Penalty: 5129.344238
	Iteration 119F: 3 clusters Score -3913360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Entering Unmasked Estep 
Score: -106165.359375 Penalty: 1693.251953
	Iteration 0F: 2 clusters Score -106165.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -104237.804688 Penalty: 3386.503906
	Iteration 0F: 3 clusters Score -104237.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -104557.468750 Penalty: 3386.503906
	Iteration 1F: 3 clusters Score -104557.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -104692.289062 Penalty: 3386.503906
	Iteration 2F: 3 clusters Score -104692.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -104748.757812 Penalty: 3386.503906
	Iteration 3Q: 3 clusters Score -104748.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -104780.296875 Penalty: 3386.503906
	Iteration 4Q: 3 clusters Score -104780.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -104807.695312 Penalty: 3386.503906
	Iteration 5Q: 3 clusters Score -104807.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -104822.859375 Penalty: 3386.503906
	Iteration 6Q: 3 clusters Score -104822.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -104837.859375 Penalty: 3386.503906
	Iteration 7Q: 3 clusters Score -104837.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -104843.570312 Penalty: 3386.503906
	Iteration 8Q: 3 clusters Score -104843.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -104850.929688 Penalty: 3386.503906
	Iteration 9Q: 3 clusters Score -104850.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -104859.476562 Penalty: 3386.503906
	Iteration 10Q: 3 clusters Score -104859.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -104866.625000 Penalty: 3386.503906
	Iteration 11Q: 3 clusters Score -104866.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -104868.156250 Penalty: 3386.503906
	Iteration 12Q: 3 clusters Score -104868.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -104869.742188 Penalty: 3386.503906
	Iteration 13Q: 3 clusters Score -104869.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -104870.664062 Penalty: 3386.503906
	Iteration 14Q: 3 clusters Score -104870.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -104870.664062 Penalty: 3386.503906
	Iteration 15F: 3 clusters Score -104870.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -83669.531250 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -83669.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -81925.765625 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -81925.77 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -82231.687500 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -82231.69 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -82394.125000 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -82394.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -82454.234375 Penalty: 3266.741211
	Iteration 3Q: 3 clusters Score -82454.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -82508.179688 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -82508.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -82541.960938 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -82541.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -82566.984375 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -82566.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -82589.085938 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -82589.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -82620.796875 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -82620.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -82660.640625 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -82660.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -82694.289062 Penalty: 3266.741211
	Iteration 10Q: 3 clusters Score -82694.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -82706.945312 Penalty: 3266.741211
	Iteration 11Q: 3 clusters Score -82706.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -82717.984375 Penalty: 3266.741211
	Iteration 12Q: 3 clusters Score -82717.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -82726.054688 Penalty: 3266.741211
	Iteration 13Q: 3 clusters Score -82726.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -82727.625000 Penalty: 3266.741211
	Iteration 14Q: 3 clusters Score -82727.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -82730.101562 Penalty: 3266.741211
	Iteration 15Q: 3 clusters Score -82730.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -82731.007812 Penalty: 3266.741211
	Iteration 16Q: 3 clusters Score -82731.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -82731.007812 Penalty: 3266.741211
	Iteration 17F: 3 clusters Score -82731.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Entering Unmasked Estep 
Score: -3003137.000000 Penalty: 2509.832031
	Iteration 0F: 2 clusters Score -3003137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2985894.500000 Penalty: 5019.664062
	Iteration 0F: 3 clusters Score -2985894 nChanged 11089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2991824.250000 Penalty: 5019.664062
	Iteration 1F: 3 clusters Score -2991824 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2992338.500000 Penalty: 5019.664062
	Iteration 2F: 3 clusters Score -2992338 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2992762.500000 Penalty: 5019.664062
	Iteration 3Q: 3 clusters Score -2992762 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2993188.250000 Penalty: 5019.664062
	Iteration 4Q: 3 clusters Score -2993188 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2993601.250000 Penalty: 5019.664062
	Iteration 5Q: 3 clusters Score -2993601 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2993997.750000 Penalty: 5019.664062
	Iteration 6Q: 3 clusters Score -2993998 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2994455.500000 Penalty: 5019.664062
	Iteration 7Q: 3 clusters Score -2994456 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2994978.750000 Penalty: 5019.664062
	Iteration 8Q: 3 clusters Score -2994979 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2995644.000000 Penalty: 5019.664062
	Iteration 9Q: 3 clusters Score -2995644 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2996394.750000 Penalty: 5019.664062
	Iteration 10Q: 3 clusters Score -2996395 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2997268.250000 Penalty: 5019.664062
	Iteration 11F: 3 clusters Score -2997268 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2998175.250000 Penalty: 5019.664062
	Iteration 12Q: 3 clusters Score -2998175 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2998992.750000 Penalty: 5019.664062
	Iteration 13Q: 3 clusters Score -2998993 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2999683.500000 Penalty: 5019.664062
	Iteration 14Q: 3 clusters Score -2999684 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -3000225.500000 Penalty: 5019.664062
	Iteration 15Q: 3 clusters Score -3000226 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -3000591.750000 Penalty: 5019.664062
	Iteration 16Q: 3 clusters Score -3000592 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -3000906.250000 Penalty: 5019.664062
	Iteration 17Q: 3 clusters Score -3000906 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3001108.500000 Penalty: 5019.664062
	Iteration 18Q: 3 clusters Score -3001108 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -3001205.750000 Penalty: 5019.664062
	Iteration 19Q: 3 clusters Score -3001206 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -3001293.000000 Penalty: 5019.664062
	Iteration 20F: 3 clusters Score -3001293 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -3001352.250000 Penalty: 5019.664062
	Iteration 21Q: 3 clusters Score -3001352 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -3001421.750000 Penalty: 5019.664062
	Iteration 22Q: 3 clusters Score -3001422 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -3001473.250000 Penalty: 5019.664062
	Iteration 23Q: 3 clusters Score -3001473 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -3001492.750000 Penalty: 5019.664062
	Iteration 24Q: 3 clusters Score -3001493 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -3001503.000000 Penalty: 5019.664062
	Iteration 25Q: 3 clusters Score -3001503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -3001504.500000 Penalty: 5019.664062
	Iteration 26Q: 3 clusters Score -3001504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -3001507.750000 Penalty: 5019.664062
	Iteration 27Q: 3 clusters Score -3001508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -3001512.750000 Penalty: 5019.664062
	Iteration 28Q: 3 clusters Score -3001513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -3001520.750000 Penalty: 5019.664062
	Iteration 29Q: 3 clusters Score -3001521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -3001525.000000 Penalty: 5019.664062
	Iteration 30Q: 3 clusters Score -3001525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -3001530.750000 Penalty: 5019.664062
	Iteration 31Q: 3 clusters Score -3001531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -3001531.750000 Penalty: 5019.664062
	Iteration 32Q: 3 clusters Score -3001532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -3001532.250000 Penalty: 5019.664062
	Iteration 33Q: 3 clusters Score -3001532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -3001531.750000 Penalty: 5019.664062
	Iteration 34Q: 3 clusters Score -3001532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -3001531.750000 Penalty: 5019.664062
	Iteration 35Q: 3 clusters Score -3001532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -3001532.500000 Penalty: 5019.664062
	Iteration 36Q: 3 clusters Score -3001532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -3001532.500000 Penalty: 5019.664062
	Iteration 37F: 3 clusters Score -3001532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Entering Unmasked Estep 
Score: -351765.656250 Penalty: 1993.630981
	Iteration 0F: 2 clusters Score -351765.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -348447.781250 Penalty: 3987.261963
	Iteration 0F: 3 clusters Score -348447.8 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -349130.093750 Penalty: 3987.261963
	Iteration 1F: 3 clusters Score -349130.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -349309.125000 Penalty: 3987.261963
	Iteration 2F: 3 clusters Score -349309.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -349436.625000 Penalty: 3987.261963
	Iteration 3F: 3 clusters Score -349436.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -349563.562500 Penalty: 3987.261963
	Iteration 4Q: 3 clusters Score -349563.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -349690.531250 Penalty: 3987.261963
	Iteration 5Q: 3 clusters Score -349690.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -349814.875000 Penalty: 3987.261963
	Iteration 6Q: 3 clusters Score -349814.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -349925.125000 Penalty: 3987.261963
	Iteration 7Q: 3 clusters Score -349925.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -350021.687500 Penalty: 3987.261963
	Iteration 8Q: 3 clusters Score -350021.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -350101.343750 Penalty: 3987.261963
	Iteration 9Q: 3 clusters Score -350101.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -350159.656250 Penalty: 3987.261963
	Iteration 10Q: 3 clusters Score -350159.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -350222.718750 Penalty: 3987.261963
	Iteration 11Q: 3 clusters Score -350222.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -350266.812500 Penalty: 3987.261963
	Iteration 12Q: 3 clusters Score -350266.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -350312.187500 Penalty: 3987.261963
	Iteration 13Q: 3 clusters Score -350312.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -350344.187500 Penalty: 3987.261963
	Iteration 14Q: 3 clusters Score -350344.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -350377.593750 Penalty: 3987.261963
	Iteration 15Q: 3 clusters Score -350377.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -350403.468750 Penalty: 3987.261963
	Iteration 16Q: 3 clusters Score -350403.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -350427.937500 Penalty: 3987.261963
	Iteration 17Q: 3 clusters Score -350427.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -350443.937500 Penalty: 3987.261963
	Iteration 18Q: 3 clusters Score -350443.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -350451.718750 Penalty: 3987.261963
	Iteration 19Q: 3 clusters Score -350451.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -350457.343750 Penalty: 3987.261963
	Iteration 20F: 3 clusters Score -350457.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -350462.218750 Penalty: 3987.261963
	Iteration 21Q: 3 clusters Score -350462.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -350464.750000 Penalty: 3987.261963
	Iteration 22Q: 3 clusters Score -350464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -350466.343750 Penalty: 3987.261963
	Iteration 23Q: 3 clusters Score -350466.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -350466.562500 Penalty: 3987.261963
	Iteration 24Q: 3 clusters Score -350466.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -350468.156250 Penalty: 3987.261963
	Iteration 25Q: 3 clusters Score -350468.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -350468.843750 Penalty: 3987.261963
	Iteration 26Q: 3 clusters Score -350468.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -350469.250000 Penalty: 3987.261963
	Iteration 27Q: 3 clusters Score -350469.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -350470.031250 Penalty: 3987.261963
	Iteration 28Q: 3 clusters Score -350470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -350470.031250 Penalty: 3987.261963
	Iteration 29F: 3 clusters Score -350470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Entering Unmasked Estep 
Score: -2417238.500000 Penalty: 2454.310303
	Iteration 0F: 2 clusters Score -2417238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2403262.750000 Penalty: 4908.620605
	Iteration 0F: 3 clusters Score -2403263 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2407983.500000 Penalty: 4908.620605
	Iteration 1F: 3 clusters Score -2407984 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2408442.750000 Penalty: 4908.620605
	Iteration 2F: 3 clusters Score -2408443 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2408821.000000 Penalty: 4908.620605
	Iteration 3Q: 3 clusters Score -2408821 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2409213.750000 Penalty: 4908.620605
	Iteration 4Q: 3 clusters Score -2409214 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2409676.250000 Penalty: 4908.620605
	Iteration 5Q: 3 clusters Score -2409676 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2410242.500000 Penalty: 4908.620605
	Iteration 6Q: 3 clusters Score -2410242 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2410863.000000 Penalty: 4908.620605
	Iteration 7F: 3 clusters Score -2410863 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2411527.500000 Penalty: 4908.620605
	Iteration 8Q: 3 clusters Score -2411528 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2412257.500000 Penalty: 4908.620605
	Iteration 9Q: 3 clusters Score -2412258 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2412969.750000 Penalty: 4908.620605
	Iteration 10Q: 3 clusters Score -2412970 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2413592.250000 Penalty: 4908.620605
	Iteration 11Q: 3 clusters Score -2413592 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2414107.500000 Penalty: 4908.620605
	Iteration 12Q: 3 clusters Score -2414108 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2414468.000000 Penalty: 4908.620605
	Iteration 13Q: 3 clusters Score -2414468 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2414685.500000 Penalty: 4908.620605
	Iteration 14Q: 3 clusters Score -2414686 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2414837.750000 Penalty: 4908.620605
	Iteration 15Q: 3 clusters Score -2414838 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2414903.750000 Penalty: 4908.620605
	Iteration 16Q: 3 clusters Score -2414904 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2414940.500000 Penalty: 4908.620605
	Iteration 17Q: 3 clusters Score -2414940 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2414982.000000 Penalty: 4908.620605
	Iteration 18Q: 3 clusters Score -2414982 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2415019.250000 Penalty: 4908.620605
	Iteration 19Q: 3 clusters Score -2415019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2415036.750000 Penalty: 4908.620605
	Iteration 20F: 3 clusters Score -2415037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2415057.250000 Penalty: 4908.620605
	Iteration 21Q: 3 clusters Score -2415057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2415071.500000 Penalty: 4908.620605
	Iteration 22Q: 3 clusters Score -2415072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2415080.250000 Penalty: 4908.620605
	Iteration 23Q: 3 clusters Score -2415080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2415090.500000 Penalty: 4908.620605
	Iteration 24Q: 3 clusters Score -2415090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2415093.750000 Penalty: 4908.620605
	Iteration 25Q: 3 clusters Score -2415094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2415101.500000 Penalty: 4908.620605
	Iteration 26Q: 3 clusters Score -2415102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2415105.750000 Penalty: 4908.620605
	Iteration 27Q: 3 clusters Score -2415106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2415115.000000 Penalty: 4908.620605
	Iteration 28Q: 3 clusters Score -2415115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2415122.250000 Penalty: 4908.620605
	Iteration 29Q: 3 clusters Score -2415122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2415120.750000 Penalty: 4908.620605
	Iteration 30Q: 3 clusters Score -2415121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2415119.500000 Penalty: 4908.620605
	Iteration 31Q: 3 clusters Score -2415120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2415123.500000 Penalty: 4908.620605
	Iteration 32Q: 3 clusters Score -2415124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2415125.250000 Penalty: 4908.620605
	Iteration 33Q: 3 clusters Score -2415125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2415125.250000 Penalty: 4908.620605
	Iteration 34F: 3 clusters Score -2415125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Entering Unmasked Estep 
Score: -1267678.500000 Penalty: 2300.177734
	Iteration 0F: 2 clusters Score -1267678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1259520.625000 Penalty: 4600.355469
	Iteration 0F: 3 clusters Score -1259521 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1262019.625000 Penalty: 4600.355469
	Iteration 1F: 3 clusters Score -1262020 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1262383.375000 Penalty: 4600.355469
	Iteration 2F: 3 clusters Score -1262383 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1262679.875000 Penalty: 4600.355469
	Iteration 3F: 3 clusters Score -1262680 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1262927.750000 Penalty: 4600.355469
	Iteration 4Q: 3 clusters Score -1262928 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1263139.750000 Penalty: 4600.355469
	Iteration 5Q: 3 clusters Score -1263140 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1263694 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1263877.375000 Penalty: 4600.355469
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1264035 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1264184.500000 Penalty: 4600.355469
	Iteration 11Q: 3 clusters Score -1264184 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1264323.875000 Penalty: 4600.355469
	Iteration 12Q: 3 clusters Score -1264324 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1264441.250000 Penalty: 4600.355469
	Iteration 13Q: 3 clusters Score -1264441 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1264553.125000 Penalty: 4600.355469
	Iteration 14Q: 3 clusters Score -1264553 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1264648.625000 Penalty: 4600.355469
	Iteration 15Q: 3 clusters Score -1264649 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1264730 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1264829 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1264892 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1264948 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1264996.750000 Penalty: 4600.355469
	Iteration 20F: 3 clusters Score -1264997 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1265039.000000 Penalty: 4600.355469
	Iteration 21Q: 3 clusters Score -1265039 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1265074 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1265104.125000 Penalty: 4600.355469
	Iteration 23Q: 3 clusters Score -1265104 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1265132.125000 Penalty: 4600.355469
	Iteration 24Q: 3 clusters Score -1265132 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1265156.500000 Penalty: 4600.355469
	Iteration 25Q: 3 clusters Score -1265156 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1265185.000000 Penalty: 4600.355469
	Iteration 26Q: 3 clusters Score -1265185 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1265211 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1265234.500000 Penalty: 4600.355469
	Iteration 28Q: 3 clusters Score -1265234 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1265247.000000 Penalty: 4600.355469
	Iteration 29Q: 3 clusters Score -1265247 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1265257 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1265268 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1265281 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1265295 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1265312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1265324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1265331.750000 Penalty: 4600.355469
	Iteration 36Q: 3 clusters Score -1265332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1265338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1265354 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1265372 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1265389.500000 Penalty: 4600.355469
	Iteration 40F: 3 clusters Score -1265390 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1265399.000000 Penalty: 4600.355469
	Iteration 41Q: 3 clusters Score -1265399 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1265409.500000 Penalty: 4600.355469
	Iteration 42Q: 3 clusters Score -1265410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1265422.875000 Penalty: 4600.355469
	Iteration 43Q: 3 clusters Score -1265423 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1265435.625000 Penalty: 4600.355469
	Iteration 44Q: 3 clusters Score -1265436 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1265454.375000 Penalty: 4600.355469
	Iteration 45Q: 3 clusters Score -1265454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1265469 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1265477.625000 Penalty: 4600.355469
	Iteration 47Q: 3 clusters Score -1265478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1265488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1265499.500000 Penalty: 4600.355469
	Iteration 49Q: 3 clusters Score -1265500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1265507.375000 Penalty: 4600.355469
	Iteration 50Q: 3 clusters Score -1265507 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1265521 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1265532.000000 Penalty: 4600.355469
	Iteration 52Q: 3 clusters Score -1265532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1265543 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1265559.125000 Penalty: 4600.355469
	Iteration 54Q: 3 clusters Score -1265559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1265569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1265574.500000 Penalty: 4600.355469
	Iteration 56Q: 3 clusters Score -1265574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1265591.625000 Penalty: 4600.355469
	Iteration 57Q: 3 clusters Score -1265592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1265590.875000 Penalty: 4600.355469
	Iteration 58Q: 3 clusters Score -1265591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1265606.375000 Penalty: 4600.355469
	Iteration 59Q: 3 clusters Score -1265606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1265613.875000 Penalty: 4600.355469
	Iteration 60F: 3 clusters Score -1265614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1265617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1265625.000000 Penalty: 4600.355469
	Iteration 62Q: 3 clusters Score -1265625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1265631.125000 Penalty: 4600.355469
	Iteration 63Q: 3 clusters Score -1265631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1265632.500000 Penalty: 4600.355469
	Iteration 64Q: 3 clusters Score -1265632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1265636.250000 Penalty: 4600.355469
	Iteration 65Q: 3 clusters Score -1265636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1265645.250000 Penalty: 4600.355469
	Iteration 66Q: 3 clusters Score -1265645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1265651.625000 Penalty: 4600.355469
	Iteration 67Q: 3 clusters Score -1265652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1265654.625000 Penalty: 4600.355469
	Iteration 68Q: 3 clusters Score -1265655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1265662.750000 Penalty: 4600.355469
	Iteration 69Q: 3 clusters Score -1265663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1265669.000000 Penalty: 4600.355469
	Iteration 70Q: 3 clusters Score -1265669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1265673.625000 Penalty: 4600.355469
	Iteration 71Q: 3 clusters Score -1265674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1265679.000000 Penalty: 4600.355469
	Iteration 72Q: 3 clusters Score -1265679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1265684.625000 Penalty: 4600.355469
	Iteration 73Q: 3 clusters Score -1265685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1265685.125000 Penalty: 4600.355469
	Iteration 74Q: 3 clusters Score -1265685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1265693.375000 Penalty: 4600.355469
	Iteration 75Q: 3 clusters Score -1265693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1265696.875000 Penalty: 4600.355469
	Iteration 76Q: 3 clusters Score -1265697 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1265703.875000 Penalty: 4600.355469
	Iteration 77Q: 3 clusters Score -1265704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1265708.875000 Penalty: 4600.355469
	Iteration 78Q: 3 clusters Score -1265709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1265718.375000 Penalty: 4600.355469
	Iteration 79Q: 3 clusters Score -1265718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1265735.875000 Penalty: 4600.355469
	Iteration 80F: 3 clusters Score -1265736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1265742.875000 Penalty: 4600.355469
	Iteration 81Q: 3 clusters Score -1265743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1265749.500000 Penalty: 4600.355469
	Iteration 82Q: 3 clusters Score -1265750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1265762.500000 Penalty: 4600.355469
	Iteration 83Q: 3 clusters Score -1265762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1265774.375000 Penalty: 4600.355469
	Iteration 84Q: 3 clusters Score -1265774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1265793.125000 Penalty: 4600.355469
	Iteration 85Q: 3 clusters Score -1265793 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1265813.875000 Penalty: 4600.355469
	Iteration 86Q: 3 clusters Score -1265814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1265827.625000 Penalty: 4600.355469
	Iteration 87Q: 3 clusters Score -1265828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1265838.375000 Penalty: 4600.355469
	Iteration 88Q: 3 clusters Score -1265838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1265853.125000 Penalty: 4600.355469
	Iteration 89Q: 3 clusters Score -1265853 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1265866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1265878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1265885.625000 Penalty: 4600.355469
	Iteration 92Q: 3 clusters Score -1265886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1265900.750000 Penalty: 4600.355469
	Iteration 93Q: 3 clusters Score -1265901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1265902.500000 Penalty: 4600.355469
	Iteration 94Q: 3 clusters Score -1265902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1265908.625000 Penalty: 4600.355469
	Iteration 95Q: 3 clusters Score -1265909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1265911.125000 Penalty: 4600.355469
	Iteration 96Q: 3 clusters Score -1265911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1265918.250000 Penalty: 4600.355469
	Iteration 97Q: 3 clusters Score -1265918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1265922.750000 Penalty: 4600.355469
	Iteration 98Q: 3 clusters Score -1265923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1265936.250000 Penalty: 4600.355469
	Iteration 99Q: 3 clusters Score -1265936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1265950.125000 Penalty: 4600.355469
	Iteration 100F: 3 clusters Score -1265950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1265958.875000 Penalty: 4600.355469
	Iteration 101Q: 3 clusters Score -1265959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1265968.375000 Penalty: 4600.355469
	Iteration 102Q: 3 clusters Score -1265968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1265973.375000 Penalty: 4600.355469
	Iteration 103Q: 3 clusters Score -1265973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1265980.000000 Penalty: 4600.355469
	Iteration 104Q: 3 clusters Score -1265980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1265988.625000 Penalty: 4600.355469
	Iteration 105Q: 3 clusters Score -1265989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1265998.375000 Penalty: 4600.355469
	Iteration 106Q: 3 clusters Score -1265998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1266006.250000 Penalty: 4600.355469
	Iteration 107Q: 3 clusters Score -1266006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1266008.000000 Penalty: 4600.355469
	Iteration 108Q: 3 clusters Score -1266008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1266010.750000 Penalty: 4600.355469
	Iteration 109Q: 3 clusters Score -1266011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1266013.375000 Penalty: 4600.355469
	Iteration 110Q: 3 clusters Score -1266013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1266017.625000 Penalty: 4600.355469
	Iteration 111Q: 3 clusters Score -1266018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1266023.750000 Penalty: 4600.355469
	Iteration 112Q: 3 clusters Score -1266024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1266026.500000 Penalty: 4600.355469
	Iteration 113Q: 3 clusters Score -1266026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1266027.875000 Penalty: 4600.355469
	Iteration 114Q: 3 clusters Score -1266028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1266027.375000 Penalty: 4600.355469
	Iteration 115Q: 3 clusters Score -1266027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1266028.750000 Penalty: 4600.355469
	Iteration 116Q: 3 clusters Score -1266029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1266029.625000 Penalty: 4600.355469
	Iteration 117Q: 3 clusters Score -1266030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1266029.625000 Penalty: 4600.355469
	Iteration 118F: 3 clusters Score -1266030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Entering Unmasked Estep 
Score: -3704044.500000 Penalty: 2553.601074
	Iteration 0F: 2 clusters Score -3704044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -3683770.000000 Penalty: 5107.202148
	Iteration 0F: 3 clusters Score -3683770 nChanged 13327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3691015.500000 Penalty: 5107.202148
	Iteration 1F: 3 clusters Score -3691016 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3691489.750000 Penalty: 5107.202148
	Iteration 2Q: 3 clusters Score -3691490 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -3691979.500000 Penalty: 5107.202148
	Iteration 3Q: 3 clusters Score -3691980 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -3692589.750000 Penalty: 5107.202148
	Iteration 4Q: 3 clusters Score -3692590 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -3693457.000000 Penalty: 5107.202148
	Iteration 5F: 3 clusters Score -3693457 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -3694604.250000 Penalty: 5107.202148
	Iteration 6F: 3 clusters Score -3694604 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -3696036.500000 Penalty: 5107.202148
	Iteration 7F: 3 clusters Score -3696036 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -3697632.000000 Penalty: 5107.202148
	Iteration 8F: 3 clusters Score -3697632 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -3698951.500000 Penalty: 5107.202148
	Iteration 9F: 3 clusters Score -3698952 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -3699919.000000 Penalty: 5107.202148
	Iteration 10Q: 3 clusters Score -3699919 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3700564.750000 Penalty: 5107.202148
	Iteration 11Q: 3 clusters Score -3700565 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3700980.000000 Penalty: 5107.202148
	Iteration 12Q: 3 clusters Score -3700980 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3701265.500000 Penalty: 5107.202148
	Iteration 13Q: 3 clusters Score -3701266 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3701478.250000 Penalty: 5107.202148
	Iteration 14Q: 3 clusters Score -3701478 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3701607.000000 Penalty: 5107.202148
	Iteration 15Q: 3 clusters Score -3701607 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3701708.250000 Penalty: 5107.202148
	Iteration 16Q: 3 clusters Score -3701708 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3701757.500000 Penalty: 5107.202148
	Iteration 17Q: 3 clusters Score -3701758 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3701799.500000 Penalty: 5107.202148
	Iteration 18Q: 3 clusters Score -3701800 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3701826.250000 Penalty: 5107.202148
	Iteration 19Q: 3 clusters Score -3701826 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3701868.000000 Penalty: 5107.202148
	Iteration 20F: 3 clusters Score -3701868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3701892.750000 Penalty: 5107.202148
	Iteration 21Q: 3 clusters Score -3701893 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3701909.250000 Penalty: 5107.202148
	Iteration 22Q: 3 clusters Score -3701909 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3701925.750000 Penalty: 5107.202148
	Iteration 23Q: 3 clusters Score -3701926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3701941.500000 Penalty: 5107.202148
	Iteration 24Q: 3 clusters Score -3701942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3701946.750000 Penalty: 5107.202148
	Iteration 25Q: 3 clusters Score -3701947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3701955.750000 Penalty: 5107.202148
	Iteration 26Q: 3 clusters Score -3701956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3701963.750000 Penalty: 5107.202148
	Iteration 27Q: 3 clusters Score -3701964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3701967.250000 Penalty: 5107.202148
	Iteration 28Q: 3 clusters Score -3701967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3701970.000000 Penalty: 5107.202148
	Iteration 29Q: 3 clusters Score -3701970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3701978.250000 Penalty: 5107.202148
	Iteration 30Q: 3 clusters Score -3701978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3701981.250000 Penalty: 5107.202148
	Iteration 31Q: 3 clusters Score -3701981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3701985.000000 Penalty: 5107.202148
	Iteration 32Q: 3 clusters Score -3701985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3701988.750000 Penalty: 5107.202148
	Iteration 33Q: 3 clusters Score -3701989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3701989.000000 Penalty: 5107.202148
	Iteration 34Q: 3 clusters Score -3701989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3701989.500000 Penalty: 5107.202148
	Iteration 35Q: 3 clusters Score -3701990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3701991.750000 Penalty: 5107.202148
	Iteration 36Q: 3 clusters Score -3701992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3701990.500000 Penalty: 5107.202148
	Iteration 37Q: 3 clusters Score -3701990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3701993.250000 Penalty: 5107.202148
	Iteration 38Q: 3 clusters Score -3701993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3701993.250000 Penalty: 5107.202148
	Iteration 39F: 3 clusters Score -3701993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -39192.593750 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -39192.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37821.617188 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -37821.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37930.171875 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -37930.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37970.488281 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -37970.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37991.230469 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -37991.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38006.781250 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -38006.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38024.437500 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -38024.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38024.437500 Penalty: 2913.965820
	Iteration 6F: 3 clusters Score -38024.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -86631.343750 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -86631.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -84862.734375 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -84862.73 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85086.132812 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -85086.13 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -85175.234375 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -85175.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -85210.718750 Penalty: 3282.231934
	Iteration 3Q: 3 clusters Score -85210.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85240.484375 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -85240.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85254.140625 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -85254.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85260.789062 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -85260.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85262.718750 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -85262.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85264.906250 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -85264.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85264.906250 Penalty: 3282.231934
	Iteration 9F: 3 clusters Score -85264.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (295897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295897 members 
Entering Unmasked Estep 
Score: -36701924.000000 Penalty: 3124.246094
	Iteration 0F: 2 clusters Score -3.670192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148648 members 
Mstep: Class 2 contains 147249 members 
Entering Unmasked Estep 
Score: -36518832.000000 Penalty: 6248.492188
	Iteration 0F: 3 clusters Score -3.651883e+07 nChanged 143172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162358 members 
Mstep: Class 2 contains 133539 members 
Entering Unmasked Estep 
Score: -36604316.000000 Penalty: 6248.492188
	Iteration 1F: 3 clusters Score -3.660432e+07 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171420 members 
Mstep: Class 2 contains 124477 members 
Entering Unmasked Estep 
Score: -36607624.000000 Penalty: 6248.492188
	Iteration 2Q: 3 clusters Score -3.660762e+07 nChanged 14396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185202 members 
Mstep: Class 2 contains 110695 members 
Entering Unmasked Estep 
Score: -36613556.000000 Penalty: 6248.492188
	Iteration 3Q: 3 clusters Score -3.661356e+07 nChanged 20199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205153 members 
Mstep: Class 2 contains 90744 members 
Entering Unmasked Estep 
Score: -36625040.000000 Penalty: 6248.492188
	Iteration 4F: 3 clusters Score -3.662504e+07 nChanged 25049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230064 members 
Mstep: Class 2 contains 65833 members 
Entering Unmasked Estep 
Score: -36642600.000000 Penalty: 6248.492188
	Iteration 5F: 3 clusters Score -3.66426e+07 nChanged 25147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255167 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -36663320.000000 Penalty: 6248.492188
	Iteration 6F: 3 clusters Score -3.666332e+07 nChanged 19221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274370 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -36679440.000000 Penalty: 6248.492188
	Iteration 7F: 3 clusters Score -3.667944e+07 nChanged 11074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285436 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -36690000.000000 Penalty: 6248.492188
	Iteration 8Q: 3 clusters Score -3.669e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290698 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -36694860.000000 Penalty: 6248.492188
	Iteration 9Q: 3 clusters Score -3.669486e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293027 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -36696968.000000 Penalty: 6248.492188
	Iteration 10Q: 3 clusters Score -3.669697e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294012 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -36697852.000000 Penalty: 6248.492188
	Iteration 11Q: 3 clusters Score -3.669785e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294524 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -36698432.000000 Penalty: 6248.492188
	Iteration 12Q: 3 clusters Score -3.669843e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294750 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -36698640.000000 Penalty: 6248.492188
	Iteration 13Q: 3 clusters Score -3.669864e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294865 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -36698784.000000 Penalty: 6248.492188
	Iteration 14Q: 3 clusters Score -3.669878e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294955 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -36698820.000000 Penalty: 6248.492188
	Iteration 15Q: 3 clusters Score -3.669882e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295010 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -36698864.000000 Penalty: 6248.492188
	Iteration 16Q: 3 clusters Score -3.669886e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295048 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -36698936.000000 Penalty: 6248.492188
	Iteration 17Q: 3 clusters Score -3.669894e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295069 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -36698944.000000 Penalty: 6248.492188
	Iteration 18Q: 3 clusters Score -3.669894e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295080 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -36698980.000000 Penalty: 6248.492188
	Iteration 19Q: 3 clusters Score -3.669898e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295102 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -36698996.000000 Penalty: 6248.492188
	Iteration 20F: 3 clusters Score -3.6699e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295120 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -36699020.000000 Penalty: 6248.492188
	Iteration 21Q: 3 clusters Score -3.669902e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295133 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -36699024.000000 Penalty: 6248.492188
	Iteration 22Q: 3 clusters Score -3.669902e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295137 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -36699032.000000 Penalty: 6248.492188
	Iteration 23Q: 3 clusters Score -3.669903e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295142 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -36699064.000000 Penalty: 6248.492188
	Iteration 24Q: 3 clusters Score -3.669906e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295151 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -36699092.000000 Penalty: 6248.492188
	Iteration 25Q: 3 clusters Score -3.669909e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295158 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -36699112.000000 Penalty: 6248.492188
	Iteration 26Q: 3 clusters Score -3.669911e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295159 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -36699104.000000 Penalty: 6248.492188
	Iteration 27Q: 3 clusters Score -3.66991e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295165 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -36699100.000000 Penalty: 6248.492188
	Iteration 28Q: 3 clusters Score -3.66991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295166 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -36699116.000000 Penalty: 6248.492188
	Iteration 29Q: 3 clusters Score -3.669912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295171 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -36699120.000000 Penalty: 6248.492188
	Iteration 30Q: 3 clusters Score -3.669912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295177 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -36699124.000000 Penalty: 6248.492188
	Iteration 31Q: 3 clusters Score -3.669912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295173 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -36699116.000000 Penalty: 6248.492188
	Iteration 32Q: 3 clusters Score -3.669912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295177 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -36699140.000000 Penalty: 6248.492188
	Iteration 33Q: 3 clusters Score -3.669914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295178 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -36699124.000000 Penalty: 6248.492188
	Iteration 34Q: 3 clusters Score -3.669912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295179 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -36699144.000000 Penalty: 6248.492188
	Iteration 35Q: 3 clusters Score -3.669914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295178 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -36699156.000000 Penalty: 6248.492188
	Iteration 36Q: 3 clusters Score -3.669916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295179 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -36699140.000000 Penalty: 6248.492188
	Iteration 37Q: 3 clusters Score -3.669914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295180 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -36699148.000000 Penalty: 6248.492188
	Iteration 38Q: 3 clusters Score -3.669915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295180 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -36699148.000000 Penalty: 6248.492188
	Iteration 39F: 3 clusters Score -3.669915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -68874.976562 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -68874.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67218.007812 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -67218.01 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67409.054688 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -67409.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67483.476562 Penalty: 3172.049805
	Iteration 2Q: 3 clusters Score -67483.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67537.093750 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -67537.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67572.921875 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -67572.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67661.640625 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -67661.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67768.757812 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -67768.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67822.328125 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -67822.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67847.023438 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -67847.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67871.882812 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -67871.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -67893.632812 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -67893.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67900.585938 Penalty: 3172.049805
	Iteration 11Q: 3 clusters Score -67900.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67906.226562 Penalty: 3172.049805
	Iteration 12Q: 3 clusters Score -67906.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -67916.226562 Penalty: 3172.049805
	Iteration 13Q: 3 clusters Score -67916.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67926.117188 Penalty: 3172.049805
	Iteration 14Q: 3 clusters Score -67926.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67932.695312 Penalty: 3172.049805
	Iteration 15Q: 3 clusters Score -67932.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67933.523438 Penalty: 3172.049805
	Iteration 16Q: 3 clusters Score -67933.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67936.968750 Penalty: 3172.049805
	Iteration 17Q: 3 clusters Score -67936.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67936.968750 Penalty: 3172.049805
	Iteration 18F: 3 clusters Score -67936.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Entering Unmasked Estep 
Score: -280906.343750 Penalty: 1976.914795
	Iteration 0F: 2 clusters Score -280906.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -277750.562500 Penalty: 3953.829590
	Iteration 0F: 3 clusters Score -277750.6 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -278551.750000 Penalty: 3953.829590
	Iteration 1F: 3 clusters Score -278551.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -278857.750000 Penalty: 3953.829590
	Iteration 2F: 3 clusters Score -278857.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -279159.218750 Penalty: 3953.829590
	Iteration 3F: 3 clusters Score -279159.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -279480.625000 Penalty: 3953.829590
	Iteration 4F: 3 clusters Score -279480.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -279785.718750 Penalty: 3953.829590
	Iteration 5F: 3 clusters Score -279785.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -280092.875000 Penalty: 3953.829590
	Iteration 6F: 3 clusters Score -280092.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -280224.781250 Penalty: 3953.829590
	Iteration 7Q: 3 clusters Score -280224.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -280285.281250 Penalty: 3953.829590
	Iteration 8Q: 3 clusters Score -280285.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -280315.000000 Penalty: 3953.829590
	Iteration 9Q: 3 clusters Score -280315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -280330.531250 Penalty: 3953.829590
	Iteration 10Q: 3 clusters Score -280330.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -280346.375000 Penalty: 3953.829590
	Iteration 11Q: 3 clusters Score -280346.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -280359.875000 Penalty: 3953.829590
	Iteration 12Q: 3 clusters Score -280359.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -280369.437500 Penalty: 3953.829590
	Iteration 13Q: 3 clusters Score -280369.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -280375.656250 Penalty: 3953.829590
	Iteration 14Q: 3 clusters Score -280375.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -280378.562500 Penalty: 3953.829590
	Iteration 15Q: 3 clusters Score -280378.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -280380.625000 Penalty: 3953.829590
	Iteration 16Q: 3 clusters Score -280380.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -280381.375000 Penalty: 3953.829590
	Iteration 17Q: 3 clusters Score -280381.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -280381.875000 Penalty: 3953.829590
	Iteration 18Q: 3 clusters Score -280381.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -280382.812500 Penalty: 3953.829590
	Iteration 19Q: 3 clusters Score -280382.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -280383.531250 Penalty: 3953.829590
	Iteration 20F: 3 clusters Score -280383.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Entering Unmasked Estep 
Score: -755403.812500 Penalty: 2165.331299
	Iteration 0F: 2 clusters Score -755403.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -750152.187500 Penalty: 4330.662598
	Iteration 0F: 3 clusters Score -750152.2 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -751416.000000 Penalty: 4330.662598
	Iteration 1F: 3 clusters Score -751416 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -751656.375000 Penalty: 4330.662598
	Iteration 2F: 3 clusters Score -751656.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -751834.062500 Penalty: 4330.662598
	Iteration 3F: 3 clusters Score -751834.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -751962.062500 Penalty: 4330.662598
	Iteration 4Q: 3 clusters Score -751962.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -752069.437500 Penalty: 4330.662598
	Iteration 5Q: 3 clusters Score -752069.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -752150.687500 Penalty: 4330.662598
	Iteration 6Q: 3 clusters Score -752150.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -752216.937500 Penalty: 4330.662598
	Iteration 7Q: 3 clusters Score -752216.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -752263.812500 Penalty: 4330.662598
	Iteration 8Q: 3 clusters Score -752263.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -752307.500000 Penalty: 4330.662598
	Iteration 9Q: 3 clusters Score -752307.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -752349.375000 Penalty: 4330.662598
	Iteration 10Q: 3 clusters Score -752349.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -752390.937500 Penalty: 4330.662598
	Iteration 11Q: 3 clusters Score -752390.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -752432.375000 Penalty: 4330.662598
	Iteration 12Q: 3 clusters Score -752432.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -752469.312500 Penalty: 4330.662598
	Iteration 13Q: 3 clusters Score -752469.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -752501.687500 Penalty: 4330.662598
	Iteration 14Q: 3 clusters Score -752501.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -752534.875000 Penalty: 4330.662598
	Iteration 15Q: 3 clusters Score -752534.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -752565.687500 Penalty: 4330.662598
	Iteration 16Q: 3 clusters Score -752565.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -752600.250000 Penalty: 4330.662598
	Iteration 17Q: 3 clusters Score -752600.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -752637.000000 Penalty: 4330.662598
	Iteration 18Q: 3 clusters Score -752637 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -752676.062500 Penalty: 4330.662598
	Iteration 19Q: 3 clusters Score -752676.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -752718.000000 Penalty: 4330.662598
	Iteration 20F: 3 clusters Score -752718 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -752755.437500 Penalty: 4330.662598
	Iteration 21Q: 3 clusters Score -752755.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -752803.687500 Penalty: 4330.662598
	Iteration 22Q: 3 clusters Score -752803.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -752857.437500 Penalty: 4330.662598
	Iteration 23Q: 3 clusters Score -752857.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -752925.937500 Penalty: 4330.662598
	Iteration 24Q: 3 clusters Score -752925.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -752982.187500 Penalty: 4330.662598
	Iteration 25Q: 3 clusters Score -752982.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -753030.187500 Penalty: 4330.662598
	Iteration 26Q: 3 clusters Score -753030.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -753078.250000 Penalty: 4330.662598
	Iteration 27Q: 3 clusters Score -753078.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -753120.562500 Penalty: 4330.662598
	Iteration 28Q: 3 clusters Score -753120.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -753150.875000 Penalty: 4330.662598
	Iteration 29Q: 3 clusters Score -753150.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -753184.625000 Penalty: 4330.662598
	Iteration 30Q: 3 clusters Score -753184.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -753214.000000 Penalty: 4330.662598
	Iteration 31Q: 3 clusters Score -753214 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -753243.562500 Penalty: 4330.662598
	Iteration 32Q: 3 clusters Score -753243.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -753267.375000 Penalty: 4330.662598
	Iteration 33Q: 3 clusters Score -753267.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -753289.000000 Penalty: 4330.662598
	Iteration 34Q: 3 clusters Score -753289 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -753309.250000 Penalty: 4330.662598
	Iteration 35Q: 3 clusters Score -753309.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -753328.000000 Penalty: 4330.662598
	Iteration 36Q: 3 clusters Score -753328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -753342.812500 Penalty: 4330.662598
	Iteration 37Q: 3 clusters Score -753342.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -753357.000000 Penalty: 4330.662598
	Iteration 38Q: 3 clusters Score -753357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -753380.562500 Penalty: 4330.662598
	Iteration 39Q: 3 clusters Score -753380.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -753398.187500 Penalty: 4330.662598
	Iteration 40F: 3 clusters Score -753398.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -753417.125000 Penalty: 4330.662598
	Iteration 41Q: 3 clusters Score -753417.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -753426.062500 Penalty: 4330.662598
	Iteration 42Q: 3 clusters Score -753426.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -753434.187500 Penalty: 4330.662598
	Iteration 43Q: 3 clusters Score -753434.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -753443.500000 Penalty: 4330.662598
	Iteration 44Q: 3 clusters Score -753443.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -753449.125000 Penalty: 4330.662598
	Iteration 45Q: 3 clusters Score -753449.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -753451.500000 Penalty: 4330.662598
	Iteration 46Q: 3 clusters Score -753451.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -753453.375000 Penalty: 4330.662598
	Iteration 47Q: 3 clusters Score -753453.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -753457.562500 Penalty: 4330.662598
	Iteration 48Q: 3 clusters Score -753457.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -753456.687500 Penalty: 4330.662598
	Iteration 49Q: 3 clusters Score -753456.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -753457.437500 Penalty: 4330.662598
	Iteration 50Q: 3 clusters Score -753457.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -753457.500000 Penalty: 4330.662598
	Iteration 51Q: 3 clusters Score -753457.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -753459.312500 Penalty: 4330.662598
	Iteration 52Q: 3 clusters Score -753459.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -753458.875000 Penalty: 4330.662598
	Iteration 53Q: 3 clusters Score -753458.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -753460.875000 Penalty: 4330.662598
	Iteration 54Q: 3 clusters Score -753460.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -753461.687500 Penalty: 4330.662598
	Iteration 55Q: 3 clusters Score -753461.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -753461.687500 Penalty: 4330.662598
	Iteration 56F: 3 clusters Score -753461.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 120217 members 
Mstep: Class 4 contains 17642 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 18956 members 
Mstep: Class 8 contains 266448 members 
Mstep: Class 9 contains 60386 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 4146 members 
Mstep: Class 12 contains 30085 members 
Mstep: Class 13 contains 14555 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 192651 members 
Mstep: Class 16 contains 76512 members 
Mstep: Class 17 contains 30990 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24842 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 19859 members 
Mstep: Class 23 contains 10667 members 
Mstep: Class 24 contains 29637 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 295897 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154594016.000000 Penalty: 104589.859375
Iteration 359Q: 31 clusters Score -1.54594e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 120288 members 
Mstep: Class 4 contains 17652 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 18988 members 
Mstep: Class 8 contains 266044 members 
Mstep: Class 9 contains 60399 members 
Mstep: Class 10 contains 27444 members 
Mstep: Class 11 contains 4145 members 
Mstep: Class 12 contains 30084 members 
Mstep: Class 13 contains 14556 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 192743 members 
Mstep: Class 16 contains 76491 members 
Mstep: Class 17 contains 31007 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24833 members 
Mstep: Class 21 contains 3101 members 
Mstep: Class 22 contains 19856 members 
Mstep: Class 23 contains 10672 members 
Mstep: Class 24 contains 29717 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296005 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593776.000000 Penalty: 104589.859375
Iteration 360F: 31 clusters Score -1.545938e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 120387 members 
Mstep: Class 4 contains 17656 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 19015 members 
Mstep: Class 8 contains 265607 members 
Mstep: Class 9 contains 60394 members 
Mstep: Class 10 contains 27446 members 
Mstep: Class 11 contains 4146 members 
Mstep: Class 12 contains 30091 members 
Mstep: Class 13 contains 14554 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 192809 members 
Mstep: Class 16 contains 76478 members 
Mstep: Class 17 contains 31035 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24822 members 
Mstep: Class 21 contains 3102 members 
Mstep: Class 22 contains 19852 members 
Mstep: Class 23 contains 10682 members 
Mstep: Class 24 contains 29783 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296164 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593776.000000 Penalty: 104589.859375
Iteration 361Q: 31 clusters Score -1.545938e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 120456 members 
Mstep: Class 4 contains 17659 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 19030 members 
Mstep: Class 8 contains 265248 members 
Mstep: Class 9 contains 60421 members 
Mstep: Class 10 contains 27449 members 
Mstep: Class 11 contains 4146 members 
Mstep: Class 12 contains 30091 members 
Mstep: Class 13 contains 14556 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 192889 members 
Mstep: Class 16 contains 76451 members 
Mstep: Class 17 contains 31053 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24810 members 
Mstep: Class 21 contains 3103 members 
Mstep: Class 22 contains 19849 members 
Mstep: Class 23 contains 10688 members 
Mstep: Class 24 contains 29855 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296267 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154594016.000000 Penalty: 104589.859375
Iteration 362Q: 31 clusters Score -1.54594e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 120521 members 
Mstep: Class 4 contains 17674 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 19045 members 
Mstep: Class 8 contains 264913 members 
Mstep: Class 9 contains 60447 members 
Mstep: Class 10 contains 27447 members 
Mstep: Class 11 contains 4146 members 
Mstep: Class 12 contains 30092 members 
Mstep: Class 13 contains 14554 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 192969 members 
Mstep: Class 16 contains 76417 members 
Mstep: Class 17 contains 31050 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24800 members 
Mstep: Class 21 contains 3102 members 
Mstep: Class 22 contains 19852 members 
Mstep: Class 23 contains 10683 members 
Mstep: Class 24 contains 29946 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296358 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593792.000000 Penalty: 104589.859375
Iteration 363Q: 31 clusters Score -1.545938e+08 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 120568 members 
Mstep: Class 4 contains 17680 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 19054 members 
Mstep: Class 8 contains 264537 members 
Mstep: Class 9 contains 60483 members 
Mstep: Class 10 contains 27445 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 30094 members 
Mstep: Class 13 contains 14554 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 193029 members 
Mstep: Class 16 contains 76393 members 
Mstep: Class 17 contains 31050 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24797 members 
Mstep: Class 21 contains 3103 members 
Mstep: Class 22 contains 19854 members 
Mstep: Class 23 contains 10685 members 
Mstep: Class 24 contains 30019 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296522 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593952.000000 Penalty: 104589.859375
Iteration 364Q: 31 clusters Score -1.54594e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 120649 members 
Mstep: Class 4 contains 17688 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 19075 members 
Mstep: Class 8 contains 264147 members 
Mstep: Class 9 contains 60496 members 
Mstep: Class 10 contains 27444 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 30097 members 
Mstep: Class 13 contains 14559 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 193093 members 
Mstep: Class 16 contains 76375 members 
Mstep: Class 17 contains 31051 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24789 members 
Mstep: Class 21 contains 3102 members 
Mstep: Class 22 contains 19856 members 
Mstep: Class 23 contains 10688 members 
Mstep: Class 24 contains 30104 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296647 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593920.000000 Penalty: 104589.859375
Iteration 365Q: 31 clusters Score -1.545939e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 120703 members 
Mstep: Class 4 contains 17700 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 19097 members 
Mstep: Class 8 contains 263776 members 
Mstep: Class 9 contains 60522 members 
Mstep: Class 10 contains 27444 members 
Mstep: Class 11 contains 4146 members 
Mstep: Class 12 contains 30101 members 
Mstep: Class 13 contains 14563 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 193140 members 
Mstep: Class 16 contains 76370 members 
Mstep: Class 17 contains 31060 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24787 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 19855 members 
Mstep: Class 23 contains 10690 members 
Mstep: Class 24 contains 30184 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296760 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593680.000000 Penalty: 104589.859375
Iteration 366Q: 31 clusters Score -1.545937e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 120759 members 
Mstep: Class 4 contains 17713 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 19118 members 
Mstep: Class 8 contains 263382 members 
Mstep: Class 9 contains 60549 members 
Mstep: Class 10 contains 27443 members 
Mstep: Class 11 contains 4143 members 
Mstep: Class 12 contains 30104 members 
Mstep: Class 13 contains 14563 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 193178 members 
Mstep: Class 16 contains 76355 members 
Mstep: Class 17 contains 31062 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24780 members 
Mstep: Class 21 contains 3096 members 
Mstep: Class 22 contains 19853 members 
Mstep: Class 23 contains 10692 members 
Mstep: Class 24 contains 30281 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296922 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593408.000000 Penalty: 104589.859375
Iteration 367Q: 31 clusters Score -1.545934e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 120829 members 
Mstep: Class 4 contains 17726 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 19142 members 
Mstep: Class 8 contains 263041 members 
Mstep: Class 9 contains 60573 members 
Mstep: Class 10 contains 27444 members 
Mstep: Class 11 contains 4143 members 
Mstep: Class 12 contains 30105 members 
Mstep: Class 13 contains 14560 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 193227 members 
Mstep: Class 16 contains 76328 members 
Mstep: Class 17 contains 31067 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24774 members 
Mstep: Class 21 contains 3097 members 
Mstep: Class 22 contains 19845 members 
Mstep: Class 23 contains 10692 members 
Mstep: Class 24 contains 30364 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297030 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593312.000000 Penalty: 104589.859375
Iteration 368Q: 31 clusters Score -1.545933e+08 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 120885 members 
Mstep: Class 4 contains 17743 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 19170 members 
Mstep: Class 8 contains 262699 members 
Mstep: Class 9 contains 60606 members 
Mstep: Class 10 contains 27446 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 30109 members 
Mstep: Class 13 contains 14556 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 193247 members 
Mstep: Class 16 contains 76309 members 
Mstep: Class 17 contains 31069 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24772 members 
Mstep: Class 21 contains 3094 members 
Mstep: Class 22 contains 19840 members 
Mstep: Class 23 contains 10695 members 
Mstep: Class 24 contains 30453 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297145 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593088.000000 Penalty: 104589.859375
Iteration 369Q: 31 clusters Score -1.545931e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 120927 members 
Mstep: Class 4 contains 17758 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 19199 members 
Mstep: Class 8 contains 262410 members 
Mstep: Class 9 contains 60641 members 
Mstep: Class 10 contains 27448 members 
Mstep: Class 11 contains 4143 members 
Mstep: Class 12 contains 30125 members 
Mstep: Class 13 contains 14551 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 193261 members 
Mstep: Class 16 contains 76283 members 
Mstep: Class 17 contains 31068 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24764 members 
Mstep: Class 21 contains 3091 members 
Mstep: Class 22 contains 19832 members 
Mstep: Class 23 contains 10693 members 
Mstep: Class 24 contains 30544 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297241 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593184.000000 Penalty: 104589.859375
Iteration 370Q: 31 clusters Score -1.545932e+08 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 120985 members 
Mstep: Class 4 contains 17781 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 19218 members 
Mstep: Class 8 contains 262108 members 
Mstep: Class 9 contains 60686 members 
Mstep: Class 10 contains 27453 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 30125 members 
Mstep: Class 13 contains 14548 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 193291 members 
Mstep: Class 16 contains 76257 members 
Mstep: Class 17 contains 31055 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24754 members 
Mstep: Class 21 contains 3092 members 
Mstep: Class 22 contains 19830 members 
Mstep: Class 23 contains 10691 members 
Mstep: Class 24 contains 30653 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297305 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154592912.000000 Penalty: 104589.859375
Iteration 371Q: 31 clusters Score -1.545929e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 121056 members 
Mstep: Class 4 contains 17797 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 19240 members 
Mstep: Class 8 contains 261837 members 
Mstep: Class 9 contains 60721 members 
Mstep: Class 10 contains 27455 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 30132 members 
Mstep: Class 13 contains 14547 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 193291 members 
Mstep: Class 16 contains 76249 members 
Mstep: Class 17 contains 31046 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24747 members 
Mstep: Class 21 contains 3091 members 
Mstep: Class 22 contains 19822 members 
Mstep: Class 23 contains 10688 members 
Mstep: Class 24 contains 30745 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297362 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593232.000000 Penalty: 104589.859375
Iteration 372Q: 31 clusters Score -1.545932e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 121099 members 
Mstep: Class 4 contains 17814 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 19276 members 
Mstep: Class 8 contains 261512 members 
Mstep: Class 9 contains 60765 members 
Mstep: Class 10 contains 27460 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 30139 members 
Mstep: Class 13 contains 14553 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 193310 members 
Mstep: Class 16 contains 76243 members 
Mstep: Class 17 contains 31056 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24740 members 
Mstep: Class 21 contains 3090 members 
Mstep: Class 22 contains 19815 members 
Mstep: Class 23 contains 10678 members 
Mstep: Class 24 contains 30839 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297436 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593056.000000 Penalty: 104589.859375
Iteration 373Q: 31 clusters Score -1.545931e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 121149 members 
Mstep: Class 4 contains 17833 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 19304 members 
Mstep: Class 8 contains 261203 members 
Mstep: Class 9 contains 60804 members 
Mstep: Class 10 contains 27466 members 
Mstep: Class 11 contains 4145 members 
Mstep: Class 12 contains 30141 members 
Mstep: Class 13 contains 14553 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 193321 members 
Mstep: Class 16 contains 76244 members 
Mstep: Class 17 contains 31059 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24734 members 
Mstep: Class 21 contains 3092 members 
Mstep: Class 22 contains 19799 members 
Mstep: Class 23 contains 10674 members 
Mstep: Class 24 contains 30913 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297529 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154592848.000000 Penalty: 104589.859375
Iteration 374Q: 31 clusters Score -1.545928e+08 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 121195 members 
Mstep: Class 4 contains 17850 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 19334 members 
Mstep: Class 8 contains 260881 members 
Mstep: Class 9 contains 60834 members 
Mstep: Class 10 contains 27466 members 
Mstep: Class 11 contains 4147 members 
Mstep: Class 12 contains 30142 members 
Mstep: Class 13 contains 14550 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 193326 members 
Mstep: Class 16 contains 76253 members 
Mstep: Class 17 contains 31072 members 
Mstep: Class 18 contains 927 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24733 members 
Mstep: Class 21 contains 3092 members 
Mstep: Class 22 contains 19787 members 
Mstep: Class 23 contains 10671 members 
Mstep: Class 24 contains 30999 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297628 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154592800.000000 Penalty: 104589.859375
Iteration 375Q: 31 clusters Score -1.545928e+08 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 121221 members 
Mstep: Class 4 contains 17868 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 19350 members 
Mstep: Class 8 contains 260556 members 
Mstep: Class 9 contains 60875 members 
Mstep: Class 10 contains 27467 members 
Mstep: Class 11 contains 4148 members 
Mstep: Class 12 contains 30146 members 
Mstep: Class 13 contains 14549 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 193372 members 
Mstep: Class 16 contains 76267 members 
Mstep: Class 17 contains 31085 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24721 members 
Mstep: Class 21 contains 3091 members 
Mstep: Class 22 contains 19780 members 
Mstep: Class 23 contains 10671 members 
Mstep: Class 24 contains 31099 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297691 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154592416.000000 Penalty: 104589.859375
Iteration 376Q: 31 clusters Score -1.545924e+08 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 121270 members 
Mstep: Class 4 contains 17879 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 19376 members 
Mstep: Class 8 contains 260236 members 
Mstep: Class 9 contains 60920 members 
Mstep: Class 10 contains 27471 members 
Mstep: Class 11 contains 4150 members 
Mstep: Class 12 contains 30157 members 
Mstep: Class 13 contains 14547 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 193399 members 
Mstep: Class 16 contains 76282 members 
Mstep: Class 17 contains 31099 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24720 members 
Mstep: Class 21 contains 3089 members 
Mstep: Class 22 contains 19777 members 
Mstep: Class 23 contains 10673 members 
Mstep: Class 24 contains 31206 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297701 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154592496.000000 Penalty: 104589.859375
Iteration 377Q: 31 clusters Score -1.545925e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 121330 members 
Mstep: Class 4 contains 17889 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 19404 members 
Mstep: Class 8 contains 259918 members 
Mstep: Class 9 contains 60982 members 
Mstep: Class 10 contains 27472 members 
Mstep: Class 11 contains 4150 members 
Mstep: Class 12 contains 30154 members 
Mstep: Class 13 contains 14548 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 193425 members 
Mstep: Class 16 contains 76308 members 
Mstep: Class 17 contains 31113 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24719 members 
Mstep: Class 21 contains 3088 members 
Mstep: Class 22 contains 19773 members 
Mstep: Class 23 contains 10672 members 
Mstep: Class 24 contains 31317 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297687 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154592144.000000 Penalty: 104589.859375
Iteration 378Q: 31 clusters Score -1.545921e+08 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 121392 members 
Mstep: Class 4 contains 17902 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 19429 members 
Mstep: Class 8 contains 259628 members 
Mstep: Class 9 contains 61022 members 
Mstep: Class 10 contains 27469 members 
Mstep: Class 11 contains 4152 members 
Mstep: Class 12 contains 30150 members 
Mstep: Class 13 contains 14553 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 193483 members 
Mstep: Class 16 contains 76337 members 
Mstep: Class 17 contains 31136 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24721 members 
Mstep: Class 21 contains 3087 members 
Mstep: Class 22 contains 19768 members 
Mstep: Class 23 contains 10671 members 
Mstep: Class 24 contains 31416 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297631 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154592112.000000 Penalty: 104589.859375
Iteration 379Q: 31 clusters Score -1.545921e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 121466 members 
Mstep: Class 4 contains 17912 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 19452 members 
Mstep: Class 8 contains 259318 members 
Mstep: Class 9 contains 61063 members 
Mstep: Class 10 contains 27470 members 
Mstep: Class 11 contains 4154 members 
Mstep: Class 12 contains 30159 members 
Mstep: Class 13 contains 14563 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 193517 members 
Mstep: Class 16 contains 76345 members 
Mstep: Class 17 contains 31173 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24717 members 
Mstep: Class 21 contains 3088 members 
Mstep: Class 22 contains 19766 members 
Mstep: Class 23 contains 10673 members 
Mstep: Class 24 contains 31496 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297615 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154592032.000000 Penalty: 104589.859375
Iteration 380F: 31 clusters Score -1.54592e+08 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 121545 members 
Mstep: Class 4 contains 17917 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 19482 members 
Mstep: Class 8 contains 259024 members 
Mstep: Class 9 contains 61090 members 
Mstep: Class 10 contains 27468 members 
Mstep: Class 11 contains 4155 members 
Mstep: Class 12 contains 30157 members 
Mstep: Class 13 contains 14573 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 193562 members 
Mstep: Class 16 contains 76349 members 
Mstep: Class 17 contains 31212 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24710 members 
Mstep: Class 21 contains 3088 members 
Mstep: Class 22 contains 19764 members 
Mstep: Class 23 contains 10677 members 
Mstep: Class 24 contains 31587 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297586 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591824.000000 Penalty: 104589.859375
Iteration 381Q: 31 clusters Score -1.545918e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 121613 members 
Mstep: Class 4 contains 17930 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 19501 members 
Mstep: Class 8 contains 258758 members 
Mstep: Class 9 contains 61113 members 
Mstep: Class 10 contains 27467 members 
Mstep: Class 11 contains 4157 members 
Mstep: Class 12 contains 30155 members 
Mstep: Class 13 contains 14576 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 193653 members 
Mstep: Class 16 contains 76350 members 
Mstep: Class 17 contains 31246 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24704 members 
Mstep: Class 21 contains 3088 members 
Mstep: Class 22 contains 19755 members 
Mstep: Class 23 contains 10678 members 
Mstep: Class 24 contains 31682 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297521 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154592048.000000 Penalty: 104589.859375
Iteration 382Q: 31 clusters Score -1.54592e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 121693 members 
Mstep: Class 4 contains 17949 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 19516 members 
Mstep: Class 8 contains 258556 members 
Mstep: Class 9 contains 61128 members 
Mstep: Class 10 contains 27466 members 
Mstep: Class 11 contains 4157 members 
Mstep: Class 12 contains 30157 members 
Mstep: Class 13 contains 14583 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 193689 members 
Mstep: Class 16 contains 76370 members 
Mstep: Class 17 contains 31272 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24700 members 
Mstep: Class 21 contains 3087 members 
Mstep: Class 22 contains 19750 members 
Mstep: Class 23 contains 10680 members 
Mstep: Class 24 contains 31775 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297418 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591952.000000 Penalty: 104589.859375
Iteration 383Q: 31 clusters Score -1.54592e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 121756 members 
Mstep: Class 4 contains 17961 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 19535 members 
Mstep: Class 8 contains 258448 members 
Mstep: Class 9 contains 61136 members 
Mstep: Class 10 contains 27468 members 
Mstep: Class 11 contains 4158 members 
Mstep: Class 12 contains 30160 members 
Mstep: Class 13 contains 14592 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 193695 members 
Mstep: Class 16 contains 76365 members 
Mstep: Class 17 contains 31299 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24697 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 19742 members 
Mstep: Class 23 contains 10680 members 
Mstep: Class 24 contains 31863 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297307 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591856.000000 Penalty: 104589.859375
Iteration 384Q: 31 clusters Score -1.545919e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 121831 members 
Mstep: Class 4 contains 17975 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 19546 members 
Mstep: Class 8 contains 258331 members 
Mstep: Class 9 contains 61156 members 
Mstep: Class 10 contains 27470 members 
Mstep: Class 11 contains 4160 members 
Mstep: Class 12 contains 30161 members 
Mstep: Class 13 contains 14597 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 193729 members 
Mstep: Class 16 contains 76369 members 
Mstep: Class 17 contains 31317 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24695 members 
Mstep: Class 21 contains 3086 members 
Mstep: Class 22 contains 19738 members 
Mstep: Class 23 contains 10677 members 
Mstep: Class 24 contains 31942 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297166 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591520.000000 Penalty: 104589.859375
Iteration 385Q: 31 clusters Score -1.545915e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 121894 members 
Mstep: Class 4 contains 17998 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 19565 members 
Mstep: Class 8 contains 258231 members 
Mstep: Class 9 contains 61180 members 
Mstep: Class 10 contains 27473 members 
Mstep: Class 11 contains 4159 members 
Mstep: Class 12 contains 30160 members 
Mstep: Class 13 contains 14604 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 193790 members 
Mstep: Class 16 contains 76367 members 
Mstep: Class 17 contains 31323 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24695 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 19732 members 
Mstep: Class 23 contains 10679 members 
Mstep: Class 24 contains 32013 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296997 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591328.000000 Penalty: 104589.859375
Iteration 386Q: 31 clusters Score -1.545913e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 121944 members 
Mstep: Class 4 contains 18019 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 19581 members 
Mstep: Class 8 contains 258136 members 
Mstep: Class 9 contains 61201 members 
Mstep: Class 10 contains 27474 members 
Mstep: Class 11 contains 4160 members 
Mstep: Class 12 contains 30160 members 
Mstep: Class 13 contains 14606 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 193850 members 
Mstep: Class 16 contains 76361 members 
Mstep: Class 17 contains 31330 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24694 members 
Mstep: Class 21 contains 3086 members 
Mstep: Class 22 contains 19727 members 
Mstep: Class 23 contains 10681 members 
Mstep: Class 24 contains 32084 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296851 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591520.000000 Penalty: 104589.859375
Iteration 387Q: 31 clusters Score -1.545915e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 121966 members 
Mstep: Class 4 contains 18035 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 19587 members 
Mstep: Class 8 contains 258038 members 
Mstep: Class 9 contains 61236 members 
Mstep: Class 10 contains 27475 members 
Mstep: Class 11 contains 4162 members 
Mstep: Class 12 contains 30164 members 
Mstep: Class 13 contains 14613 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 193937 members 
Mstep: Class 16 contains 76352 members 
Mstep: Class 17 contains 31338 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24694 members 
Mstep: Class 21 contains 3084 members 
Mstep: Class 22 contains 19720 members 
Mstep: Class 23 contains 10680 members 
Mstep: Class 24 contains 32126 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296738 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6252 members 
Entering Unmasked Estep 
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Iteration 388Q: 31 clusters Score -1.545918e+08 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 121993 members 
Mstep: Class 4 contains 18043 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 19600 members 
Mstep: Class 8 contains 257891 members 
Mstep: Class 9 contains 61276 members 
Mstep: Class 10 contains 27478 members 
Mstep: Class 11 contains 4164 members 
Mstep: Class 12 contains 30157 members 
Mstep: Class 13 contains 14617 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 193980 members 
Mstep: Class 16 contains 76338 members 
Mstep: Class 17 contains 31353 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24693 members 
Mstep: Class 21 contains 3083 members 
Mstep: Class 22 contains 19719 members 
Mstep: Class 23 contains 10680 members 
Mstep: Class 24 contains 32186 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296693 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6252 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 389Q: 31 clusters Score -1.545916e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122015 members 
Mstep: Class 4 contains 18052 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 19626 members 
Mstep: Class 8 contains 257701 members 
Mstep: Class 9 contains 61306 members 
Mstep: Class 10 contains 27483 members 
Mstep: Class 11 contains 4165 members 
Mstep: Class 12 contains 30155 members 
Mstep: Class 13 contains 14617 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 194045 members 
Mstep: Class 16 contains 76333 members 
Mstep: Class 17 contains 31375 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24697 members 
Mstep: Class 21 contains 3084 members 
Mstep: Class 22 contains 19718 members 
Mstep: Class 23 contains 10678 members 
Mstep: Class 24 contains 32248 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296647 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591568.000000 Penalty: 104589.859375
Iteration 390Q: 31 clusters Score -1.545916e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122043 members 
Mstep: Class 4 contains 18059 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 19643 members 
Mstep: Class 8 contains 257511 members 
Mstep: Class 9 contains 61353 members 
Mstep: Class 10 contains 27482 members 
Mstep: Class 11 contains 4168 members 
Mstep: Class 12 contains 30157 members 
Mstep: Class 13 contains 14617 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 194099 members 
Mstep: Class 16 contains 76324 members 
Mstep: Class 17 contains 31390 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24698 members 
Mstep: Class 21 contains 3084 members 
Mstep: Class 22 contains 19718 members 
Mstep: Class 23 contains 10678 members 
Mstep: Class 24 contains 32304 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296618 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591552.000000 Penalty: 104589.859375
Iteration 391Q: 31 clusters Score -1.545916e+08 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122097 members 
Mstep: Class 4 contains 18074 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 19660 members 
Mstep: Class 8 contains 257337 members 
Mstep: Class 9 contains 61400 members 
Mstep: Class 10 contains 27480 members 
Mstep: Class 11 contains 4168 members 
Mstep: Class 12 contains 30157 members 
Mstep: Class 13 contains 14621 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 194135 members 
Mstep: Class 16 contains 76312 members 
Mstep: Class 17 contains 31410 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24694 members 
Mstep: Class 21 contains 3087 members 
Mstep: Class 22 contains 19722 members 
Mstep: Class 23 contains 10671 members 
Mstep: Class 24 contains 32350 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296570 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591664.000000 Penalty: 104589.859375
Iteration 392Q: 31 clusters Score -1.545917e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122145 members 
Mstep: Class 4 contains 18080 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 19671 members 
Mstep: Class 8 contains 257175 members 
Mstep: Class 9 contains 61438 members 
Mstep: Class 10 contains 27480 members 
Mstep: Class 11 contains 4166 members 
Mstep: Class 12 contains 30155 members 
Mstep: Class 13 contains 14624 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 194182 members 
Mstep: Class 16 contains 76294 members 
Mstep: Class 17 contains 31432 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24691 members 
Mstep: Class 21 contains 3088 members 
Mstep: Class 22 contains 19724 members 
Mstep: Class 23 contains 10671 members 
Mstep: Class 24 contains 32396 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296534 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591744.000000 Penalty: 104589.859375
Iteration 393Q: 31 clusters Score -1.545917e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122184 members 
Mstep: Class 4 contains 18094 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 19679 members 
Mstep: Class 8 contains 257033 members 
Mstep: Class 9 contains 61455 members 
Mstep: Class 10 contains 27479 members 
Mstep: Class 11 contains 4165 members 
Mstep: Class 12 contains 30157 members 
Mstep: Class 13 contains 14631 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 194249 members 
Mstep: Class 16 contains 76273 members 
Mstep: Class 17 contains 31454 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24688 members 
Mstep: Class 21 contains 3088 members 
Mstep: Class 22 contains 19723 members 
Mstep: Class 23 contains 10670 members 
Mstep: Class 24 contains 32431 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296494 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591536.000000 Penalty: 104589.859375
Iteration 394Q: 31 clusters Score -1.545915e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122220 members 
Mstep: Class 4 contains 18112 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 19696 members 
Mstep: Class 8 contains 256838 members 
Mstep: Class 9 contains 61478 members 
Mstep: Class 10 contains 27481 members 
Mstep: Class 11 contains 4167 members 
Mstep: Class 12 contains 30162 members 
Mstep: Class 13 contains 14631 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 194286 members 
Mstep: Class 16 contains 76257 members 
Mstep: Class 17 contains 31485 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24686 members 
Mstep: Class 21 contains 3089 members 
Mstep: Class 22 contains 19722 members 
Mstep: Class 23 contains 10671 members 
Mstep: Class 24 contains 32472 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296494 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591120.000000 Penalty: 104589.859375
Iteration 395Q: 31 clusters Score -1.545911e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122261 members 
Mstep: Class 4 contains 18121 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 19726 members 
Mstep: Class 8 contains 256642 members 
Mstep: Class 9 contains 61516 members 
Mstep: Class 10 contains 27484 members 
Mstep: Class 11 contains 4170 members 
Mstep: Class 12 contains 30164 members 
Mstep: Class 13 contains 14636 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 194344 members 
Mstep: Class 16 contains 76237 members 
Mstep: Class 17 contains 31511 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24686 members 
Mstep: Class 21 contains 3089 members 
Mstep: Class 22 contains 19719 members 
Mstep: Class 23 contains 10674 members 
Mstep: Class 24 contains 32525 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296441 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591520.000000 Penalty: 104589.859375
Iteration 396Q: 31 clusters Score -1.545915e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122306 members 
Mstep: Class 4 contains 18138 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 19753 members 
Mstep: Class 8 contains 256491 members 
Mstep: Class 9 contains 61548 members 
Mstep: Class 10 contains 27486 members 
Mstep: Class 11 contains 4171 members 
Mstep: Class 12 contains 30166 members 
Mstep: Class 13 contains 14641 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 194372 members 
Mstep: Class 16 contains 76214 members 
Mstep: Class 17 contains 31526 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24683 members 
Mstep: Class 21 contains 3091 members 
Mstep: Class 22 contains 19711 members 
Mstep: Class 23 contains 10682 members 
Mstep: Class 24 contains 32563 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296404 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591712.000000 Penalty: 104589.859375
Iteration 397Q: 31 clusters Score -1.545917e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122318 members 
Mstep: Class 4 contains 18150 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 19780 members 
Mstep: Class 8 contains 256326 members 
Mstep: Class 9 contains 61585 members 
Mstep: Class 10 contains 27482 members 
Mstep: Class 11 contains 4172 members 
Mstep: Class 12 contains 30164 members 
Mstep: Class 13 contains 14648 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 194408 members 
Mstep: Class 16 contains 76178 members 
Mstep: Class 17 contains 31542 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24683 members 
Mstep: Class 21 contains 3092 members 
Mstep: Class 22 contains 19710 members 
Mstep: Class 23 contains 10686 members 
Mstep: Class 24 contains 32614 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296404 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 6248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591808.000000 Penalty: 104589.859375
Iteration 398Q: 31 clusters Score -1.545918e+08 nChanged 1078
Entering ConstructFrom: 
Score: -154591808.000000 Penalty: 104589.859375
Entering ConstructFrom: 
Trying to split cluster 1 (10135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Entering Unmasked Estep 
Score: -1206868.875000 Penalty: 2287.489990
	Iteration 0F: 2 clusters Score -1206869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1199127.750000 Penalty: 4574.979980
	Iteration 0F: 3 clusters Score -1199128 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1201430.375000 Penalty: 4574.979980
	Iteration 1F: 3 clusters Score -1201430 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1201774.250000 Penalty: 4574.979980
	Iteration 2F: 3 clusters Score -1201774 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1202083.500000 Penalty: 4574.979980
	Iteration 3F: 3 clusters Score -1202084 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1202403.750000 Penalty: 4574.979980
	Iteration 4F: 3 clusters Score -1202404 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1202778.500000 Penalty: 4574.979980
	Iteration 5F: 3 clusters Score -1202778 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1203147.500000 Penalty: 4574.979980
	Iteration 6F: 3 clusters Score -1203148 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1203467.375000 Penalty: 4574.979980
	Iteration 7Q: 3 clusters Score -1203467 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1203751.625000 Penalty: 4574.979980
	Iteration 8Q: 3 clusters Score -1203752 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1203981.500000 Penalty: 4574.979980
	Iteration 9Q: 3 clusters Score -1203982 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1204157.375000 Penalty: 4574.979980
	Iteration 10Q: 3 clusters Score -1204157 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1204297.000000 Penalty: 4574.979980
	Iteration 11Q: 3 clusters Score -1204297 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1204410.750000 Penalty: 4574.979980
	Iteration 12Q: 3 clusters Score -1204411 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1204496.875000 Penalty: 4574.979980
	Iteration 13Q: 3 clusters Score -1204497 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1204558.750000 Penalty: 4574.979980
	Iteration 14Q: 3 clusters Score -1204559 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1204614.750000 Penalty: 4574.979980
	Iteration 15Q: 3 clusters Score -1204615 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1204666.625000 Penalty: 4574.979980
	Iteration 16Q: 3 clusters Score -1204667 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1204712.875000 Penalty: 4574.979980
	Iteration 17Q: 3 clusters Score -1204713 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1204749.875000 Penalty: 4574.979980
	Iteration 18Q: 3 clusters Score -1204750 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1204776.250000 Penalty: 4574.979980
	Iteration 19Q: 3 clusters Score -1204776 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1204802.500000 Penalty: 4574.979980
	Iteration 20F: 3 clusters Score -1204802 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1204824.250000 Penalty: 4574.979980
	Iteration 21Q: 3 clusters Score -1204824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1204842.250000 Penalty: 4574.979980
	Iteration 22Q: 3 clusters Score -1204842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1204861.125000 Penalty: 4574.979980
	Iteration 23Q: 3 clusters Score -1204861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1204870.375000 Penalty: 4574.979980
	Iteration 24Q: 3 clusters Score -1204870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1204887.250000 Penalty: 4574.979980
	Iteration 25Q: 3 clusters Score -1204887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1204894.250000 Penalty: 4574.979980
	Iteration 26Q: 3 clusters Score -1204894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1204906.750000 Penalty: 4574.979980
	Iteration 27Q: 3 clusters Score -1204907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1204922.125000 Penalty: 4574.979980
	Iteration 28Q: 3 clusters Score -1204922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1204934.375000 Penalty: 4574.979980
	Iteration 29Q: 3 clusters Score -1204934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1204936.250000 Penalty: 4574.979980
	Iteration 30Q: 3 clusters Score -1204936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1204947.000000 Penalty: 4574.979980
	Iteration 31Q: 3 clusters Score -1204947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1204957.875000 Penalty: 4574.979980
	Iteration 32Q: 3 clusters Score -1204958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1204967.250000 Penalty: 4574.979980
	Iteration 33Q: 3 clusters Score -1204967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1204980.000000 Penalty: 4574.979980
	Iteration 34Q: 3 clusters Score -1204980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1204991.625000 Penalty: 4574.979980
	Iteration 35Q: 3 clusters Score -1204992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1205002.125000 Penalty: 4574.979980
	Iteration 36Q: 3 clusters Score -1205002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1205012.000000 Penalty: 4574.979980
	Iteration 37Q: 3 clusters Score -1205012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1205017.875000 Penalty: 4574.979980
	Iteration 38Q: 3 clusters Score -1205018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1205026.500000 Penalty: 4574.979980
	Iteration 39Q: 3 clusters Score -1205026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1205030.750000 Penalty: 4574.979980
	Iteration 40F: 3 clusters Score -1205031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1205041.375000 Penalty: 4574.979980
	Iteration 41Q: 3 clusters Score -1205041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1205048.750000 Penalty: 4574.979980
	Iteration 42Q: 3 clusters Score -1205049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1205056.250000 Penalty: 4574.979980
	Iteration 43Q: 3 clusters Score -1205056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1205069.875000 Penalty: 4574.979980
	Iteration 44Q: 3 clusters Score -1205070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1205073.625000 Penalty: 4574.979980
	Iteration 45Q: 3 clusters Score -1205074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1205076.625000 Penalty: 4574.979980
	Iteration 46Q: 3 clusters Score -1205077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1205086.000000 Penalty: 4574.979980
	Iteration 47Q: 3 clusters Score -1205086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1205097.500000 Penalty: 4574.979980
	Iteration 48Q: 3 clusters Score -1205098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1205105.000000 Penalty: 4574.979980
	Iteration 49Q: 3 clusters Score -1205105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1205106.250000 Penalty: 4574.979980
	Iteration 50Q: 3 clusters Score -1205106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1205106.125000 Penalty: 4574.979980
	Iteration 51Q: 3 clusters Score -1205106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1205108.000000 Penalty: 4574.979980
	Iteration 52Q: 3 clusters Score -1205108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1205112.000000 Penalty: 4574.979980
	Iteration 53Q: 3 clusters Score -1205112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1205124.375000 Penalty: 4574.979980
	Iteration 54Q: 3 clusters Score -1205124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1205131.250000 Penalty: 4574.979980
	Iteration 55Q: 3 clusters Score -1205131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1205132.375000 Penalty: 4574.979980
	Iteration 56Q: 3 clusters Score -1205132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1205135.750000 Penalty: 4574.979980
	Iteration 57Q: 3 clusters Score -1205136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1205138.125000 Penalty: 4574.979980
	Iteration 58Q: 3 clusters Score -1205138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1205139.125000 Penalty: 4574.979980
	Iteration 59Q: 3 clusters Score -1205139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1205142.875000 Penalty: 4574.979980
	Iteration 60F: 3 clusters Score -1205143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1205142.750000 Penalty: 4574.979980
	Iteration 61Q: 3 clusters Score -1205143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1205142.375000 Penalty: 4574.979980
	Iteration 62Q: 3 clusters Score -1205142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1205144.750000 Penalty: 4574.979980
	Iteration 63Q: 3 clusters Score -1205145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1205148.125000 Penalty: 4574.979980
	Iteration 64Q: 3 clusters Score -1205148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1205148.500000 Penalty: 4574.979980
	Iteration 65Q: 3 clusters Score -1205148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1205149.875000 Penalty: 4574.979980
	Iteration 66Q: 3 clusters Score -1205150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1205153.125000 Penalty: 4574.979980
	Iteration 67Q: 3 clusters Score -1205153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1205153.875000 Penalty: 4574.979980
	Iteration 68Q: 3 clusters Score -1205154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1205154.750000 Penalty: 4574.979980
	Iteration 69Q: 3 clusters Score -1205155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1205162.750000 Penalty: 4574.979980
	Iteration 70Q: 3 clusters Score -1205163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1205165.000000 Penalty: 4574.979980
	Iteration 71Q: 3 clusters Score -1205165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1205166.125000 Penalty: 4574.979980
	Iteration 72Q: 3 clusters Score -1205166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1205164.875000 Penalty: 4574.979980
	Iteration 73Q: 3 clusters Score -1205165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1205166.000000 Penalty: 4574.979980
	Iteration 74Q: 3 clusters Score -1205166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1205169.875000 Penalty: 4574.979980
	Iteration 75Q: 3 clusters Score -1205170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1205175.750000 Penalty: 4574.979980
	Iteration 76Q: 3 clusters Score -1205176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1205183.875000 Penalty: 4574.979980
	Iteration 77Q: 3 clusters Score -1205184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1205186.625000 Penalty: 4574.979980
	Iteration 78Q: 3 clusters Score -1205187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1205190.250000 Penalty: 4574.979980
	Iteration 79Q: 3 clusters Score -1205190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1205196.625000 Penalty: 4574.979980
	Iteration 80F: 3 clusters Score -1205197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1205198.500000 Penalty: 4574.979980
	Iteration 81Q: 3 clusters Score -1205198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1205197.375000 Penalty: 4574.979980
	Iteration 82Q: 3 clusters Score -1205197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1205198.750000 Penalty: 4574.979980
	Iteration 83Q: 3 clusters Score -1205199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1205200.375000 Penalty: 4574.979980
	Iteration 84Q: 3 clusters Score -1205200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1205200.625000 Penalty: 4574.979980
	Iteration 85Q: 3 clusters Score -1205201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1205200.625000 Penalty: 4574.979980
	Iteration 86F: 3 clusters Score -1205201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -19375.312500 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -19375.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18265.146484 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -18265.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18290.933594 Penalty: 2572.943359
	Iteration 1Q: 3 clusters Score -18290.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18290.933594 Penalty: 2572.943359
	Iteration 2F: 3 clusters Score -18290.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (122358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122358 members 
Entering Unmasked Estep 
Score: -15351894.000000 Penalty: 2905.247070
	Iteration 0F: 2 clusters Score -1.535189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61245 members 
Mstep: Class 2 contains 61113 members 
Entering Unmasked Estep 
Score: -15270095.000000 Penalty: 5810.494141
	Iteration 0F: 3 clusters Score -1.52701e+07 nChanged 58328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63183 members 
Mstep: Class 2 contains 59175 members 
Entering Unmasked Estep 
Score: -15304616.000000 Penalty: 5810.494141
	Iteration 1F: 3 clusters Score -1.530462e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 57852 members 
Entering Unmasked Estep 
Score: -15306190.000000 Penalty: 5810.494141
	Iteration 2Q: 3 clusters Score -1.530619e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66558 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
Score: -15308795.000000 Penalty: 5810.494141
	Iteration 3Q: 3 clusters Score -1.53088e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69692 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -15312778.000000 Penalty: 5810.494141
	Iteration 4F: 3 clusters Score -1.531278e+07 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74245 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -15318095.000000 Penalty: 5810.494141
	Iteration 5F: 3 clusters Score -1.53181e+07 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80052 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -15324374.000000 Penalty: 5810.494141
	Iteration 6F: 3 clusters Score -1.532437e+07 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86436 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -15330408.000000 Penalty: 5810.494141
	Iteration 7F: 3 clusters Score -1.533041e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92556 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -15335895.000000 Penalty: 5810.494141
	Iteration 8F: 3 clusters Score -1.53359e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97767 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -15340129.000000 Penalty: 5810.494141
	Iteration 9Q: 3 clusters Score -1.534013e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101766 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -15343396.000000 Penalty: 5810.494141
	Iteration 10Q: 3 clusters Score -1.53434e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104797 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -15345469.000000 Penalty: 5810.494141
	Iteration 11Q: 3 clusters Score -1.534547e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107096 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -15346861.000000 Penalty: 5810.494141
	Iteration 12Q: 3 clusters Score -1.534686e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109002 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -15347789.000000 Penalty: 5810.494141
	Iteration 13Q: 3 clusters Score -1.534779e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110515 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -15348423.000000 Penalty: 5810.494141
	Iteration 14Q: 3 clusters Score -1.534842e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111815 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -15348903.000000 Penalty: 5810.494141
	Iteration 15Q: 3 clusters Score -1.53489e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112931 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -15349306.000000 Penalty: 5810.494141
	Iteration 16Q: 3 clusters Score -1.534931e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113815 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -15349690.000000 Penalty: 5810.494141
	Iteration 17Q: 3 clusters Score -1.534969e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114555 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -15349950.000000 Penalty: 5810.494141
	Iteration 18Q: 3 clusters Score -1.534995e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115186 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -15350104.000000 Penalty: 5810.494141
	Iteration 19Q: 3 clusters Score -1.53501e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115708 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -15350210.000000 Penalty: 5810.494141
	Iteration 20F: 3 clusters Score -1.535021e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116147 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -15350283.000000 Penalty: 5810.494141
	Iteration 21Q: 3 clusters Score -1.535028e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116489 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -15350361.000000 Penalty: 5810.494141
	Iteration 22Q: 3 clusters Score -1.535036e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116784 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -15350389.000000 Penalty: 5810.494141
	Iteration 23Q: 3 clusters Score -1.535039e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117014 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -15350454.000000 Penalty: 5810.494141
	Iteration 24Q: 3 clusters Score -1.535045e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117206 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -15350483.000000 Penalty: 5810.494141
	Iteration 25Q: 3 clusters Score -1.535048e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117361 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -15350471.000000 Penalty: 5810.494141
	Iteration 26Q: 3 clusters Score -1.535047e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117478 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -15350503.000000 Penalty: 5810.494141
	Iteration 27Q: 3 clusters Score -1.53505e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117583 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -15350535.000000 Penalty: 5810.494141
	Iteration 28Q: 3 clusters Score -1.535054e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117670 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -15350507.000000 Penalty: 5810.494141
	Iteration 29Q: 3 clusters Score -1.535051e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117747 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -15350534.000000 Penalty: 5810.494141
	Iteration 30Q: 3 clusters Score -1.535053e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117817 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -15350548.000000 Penalty: 5810.494141
	Iteration 31Q: 3 clusters Score -1.535055e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117885 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -15350552.000000 Penalty: 5810.494141
	Iteration 32Q: 3 clusters Score -1.535055e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117949 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -15350582.000000 Penalty: 5810.494141
	Iteration 33Q: 3 clusters Score -1.535058e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118004 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -15350582.000000 Penalty: 5810.494141
	Iteration 34Q: 3 clusters Score -1.535058e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118048 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -15350582.000000 Penalty: 5810.494141
	Iteration 35Q: 3 clusters Score -1.535058e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118081 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -15350602.000000 Penalty: 5810.494141
	Iteration 36Q: 3 clusters Score -1.53506e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118123 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -15350613.000000 Penalty: 5810.494141
	Iteration 37Q: 3 clusters Score -1.535061e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118163 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -15350596.000000 Penalty: 5810.494141
	Iteration 38Q: 3 clusters Score -1.53506e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118198 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -15350627.000000 Penalty: 5810.494141
	Iteration 39Q: 3 clusters Score -1.535063e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118228 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -15350613.000000 Penalty: 5810.494141
	Iteration 40F: 3 clusters Score -1.535061e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118256 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -15350606.000000 Penalty: 5810.494141
	Iteration 41Q: 3 clusters Score -1.535061e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118282 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -15350603.000000 Penalty: 5810.494141
	Iteration 42Q: 3 clusters Score -1.53506e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118304 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -15350619.000000 Penalty: 5810.494141
	Iteration 43Q: 3 clusters Score -1.535062e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118327 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -15350611.000000 Penalty: 5810.494141
	Iteration 44Q: 3 clusters Score -1.535061e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118344 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -15350632.000000 Penalty: 5810.494141
	Iteration 45Q: 3 clusters Score -1.535063e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118362 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -15350640.000000 Penalty: 5810.494141
	Iteration 46Q: 3 clusters Score -1.535064e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118381 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -15350627.000000 Penalty: 5810.494141
	Iteration 47Q: 3 clusters Score -1.535063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118391 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -15350633.000000 Penalty: 5810.494141
	Iteration 48Q: 3 clusters Score -1.535063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118400 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -15350629.000000 Penalty: 5810.494141
	Iteration 49Q: 3 clusters Score -1.535063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118408 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -15350625.000000 Penalty: 5810.494141
	Iteration 50Q: 3 clusters Score -1.535062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118413 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -15350622.000000 Penalty: 5810.494141
	Iteration 51Q: 3 clusters Score -1.535062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118414 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -15350622.000000 Penalty: 5810.494141
	Iteration 52Q: 3 clusters Score -1.535062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118416 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -15350620.000000 Penalty: 5810.494141
	Iteration 53Q: 3 clusters Score -1.535062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118419 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -15350621.000000 Penalty: 5810.494141
	Iteration 54Q: 3 clusters Score -1.535062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118422 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -15350626.000000 Penalty: 5810.494141
	Iteration 55Q: 3 clusters Score -1.535063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118426 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -15350612.000000 Penalty: 5810.494141
	Iteration 56Q: 3 clusters Score -1.535061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118432 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -15350615.000000 Penalty: 5810.494141
	Iteration 57Q: 3 clusters Score -1.535062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118436 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -15350617.000000 Penalty: 5810.494141
	Iteration 58Q: 3 clusters Score -1.535062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118437 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -15350616.000000 Penalty: 5810.494141
	Iteration 59Q: 3 clusters Score -1.535062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118438 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -15350614.000000 Penalty: 5810.494141
	Iteration 60F: 3 clusters Score -1.535061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118437 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -15350615.000000 Penalty: 5810.494141
	Iteration 61Q: 3 clusters Score -1.535062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118437 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -15350615.000000 Penalty: 5810.494141
	Iteration 62F: 3 clusters Score -1.535062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Entering Unmasked Estep 
Score: -2278512.250000 Penalty: 2432.280273
	Iteration 0F: 2 clusters Score -2278512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2265664.750000 Penalty: 4864.560547
	Iteration 0F: 3 clusters Score -2265665 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2269918.500000 Penalty: 4864.560547
	Iteration 1F: 3 clusters Score -2269918 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2270287.500000 Penalty: 4864.560547
	Iteration 2F: 3 clusters Score -2270288 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2270605.000000 Penalty: 4864.560547
	Iteration 3Q: 3 clusters Score -2270605 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2270920.750000 Penalty: 4864.560547
	Iteration 4Q: 3 clusters Score -2270921 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2271246.000000 Penalty: 4864.560547
	Iteration 5Q: 3 clusters Score -2271246 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2271573.750000 Penalty: 4864.560547
	Iteration 6Q: 3 clusters Score -2271574 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2271921.750000 Penalty: 4864.560547
	Iteration 7Q: 3 clusters Score -2271922 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2272332.000000 Penalty: 4864.560547
	Iteration 8Q: 3 clusters Score -2272332 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2272766.250000 Penalty: 4864.560547
	Iteration 9Q: 3 clusters Score -2272766 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -2273244.000000 Penalty: 4864.560547
	Iteration 10Q: 3 clusters Score -2273244 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2273752.250000 Penalty: 4864.560547
	Iteration 11Q: 3 clusters Score -2273752 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2274284.250000 Penalty: 4864.560547
	Iteration 12Q: 3 clusters Score -2274284 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2274716.500000 Penalty: 4864.560547
	Iteration 13Q: 3 clusters Score -2274716 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2275077.500000 Penalty: 4864.560547
	Iteration 14Q: 3 clusters Score -2275078 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2275354.000000 Penalty: 4864.560547
	Iteration 15Q: 3 clusters Score -2275354 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2275561.500000 Penalty: 4864.560547
	Iteration 16Q: 3 clusters Score -2275562 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2275730.250000 Penalty: 4864.560547
	Iteration 17Q: 3 clusters Score -2275730 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2275870.750000 Penalty: 4864.560547
	Iteration 18Q: 3 clusters Score -2275871 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2275978.000000 Penalty: 4864.560547
	Iteration 19Q: 3 clusters Score -2275978 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2276054.750000 Penalty: 4864.560547
	Iteration 20F: 3 clusters Score -2276055 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2276109.000000 Penalty: 4864.560547
	Iteration 21Q: 3 clusters Score -2276109 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2276155.000000 Penalty: 4864.560547
	Iteration 22Q: 3 clusters Score -2276155 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2276204.500000 Penalty: 4864.560547
	Iteration 23Q: 3 clusters Score -2276204 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2276248.250000 Penalty: 4864.560547
	Iteration 24Q: 3 clusters Score -2276248 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2276283.000000 Penalty: 4864.560547
	Iteration 25Q: 3 clusters Score -2276283 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2276316.500000 Penalty: 4864.560547
	Iteration 26Q: 3 clusters Score -2276316 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2276336.750000 Penalty: 4864.560547
	Iteration 27Q: 3 clusters Score -2276337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2276351.750000 Penalty: 4864.560547
	Iteration 28Q: 3 clusters Score -2276352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2276363.000000 Penalty: 4864.560547
	Iteration 29Q: 3 clusters Score -2276363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2276380.000000 Penalty: 4864.560547
	Iteration 30Q: 3 clusters Score -2276380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2276393.500000 Penalty: 4864.560547
	Iteration 31Q: 3 clusters Score -2276394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2276398.250000 Penalty: 4864.560547
	Iteration 32Q: 3 clusters Score -2276398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2276405.500000 Penalty: 4864.560547
	Iteration 33Q: 3 clusters Score -2276406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2276411.250000 Penalty: 4864.560547
	Iteration 34Q: 3 clusters Score -2276411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2276416.750000 Penalty: 4864.560547
	Iteration 35Q: 3 clusters Score -2276417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2276417.250000 Penalty: 4864.560547
	Iteration 36Q: 3 clusters Score -2276417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2276416.250000 Penalty: 4864.560547
	Iteration 37Q: 3 clusters Score -2276416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2276418.250000 Penalty: 4864.560547
	Iteration 38Q: 3 clusters Score -2276418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2276417.250000 Penalty: 4864.560547
	Iteration 39Q: 3 clusters Score -2276417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -2276419.000000 Penalty: 4864.560547
	Iteration 40F: 3 clusters Score -2276419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2276418.750000 Penalty: 4864.560547
	Iteration 41Q: 3 clusters Score -2276419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2276418.750000 Penalty: 4864.560547
	Iteration 42F: 3 clusters Score -2276419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -51133.550781 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -51133.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -49758.250000 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -49758.25 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50361.585938 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -50361.59 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51316.820312 Penalty: 3095.176758
	Iteration 2F: 3 clusters Score -51316.82 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51938.492188 Penalty: 3095.176758
	Iteration 3F: 3 clusters Score -51938.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -52141.886719 Penalty: 3095.176758
	Iteration 4Q: 3 clusters Score -52141.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -52161.761719 Penalty: 3095.176758
	Iteration 5Q: 3 clusters Score -52161.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -52168.808594 Penalty: 3095.176758
	Iteration 6Q: 3 clusters Score -52168.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -52173.832031 Penalty: 3095.176758
	Iteration 7Q: 3 clusters Score -52173.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -52173.832031 Penalty: 3095.176758
	Iteration 8F: 3 clusters Score -52173.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122358 members 
Mstep: Class 4 contains 18171 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 19799 members 
Mstep: Class 8 contains 256108 members 
Mstep: Class 9 contains 61615 members 
Mstep: Class 10 contains 27482 members 
Mstep: Class 11 contains 4172 members 
Mstep: Class 12 contains 30163 members 
Mstep: Class 13 contains 14649 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 194466 members 
Mstep: Class 16 contains 76153 members 
Mstep: Class 17 contains 31566 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24681 members 
Mstep: Class 21 contains 3091 members 
Mstep: Class 22 contains 19707 members 
Mstep: Class 23 contains 10688 members 
Mstep: Class 24 contains 32647 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296423 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2899 members 
Mstep: Class 30 contains 6248 members 
Mstep: Class 31 contains 192 members 
Entering Unmasked Estep 
Score: -154590176.000000 Penalty: 108076.187500
Splitting cluster 5 changes total score from -154591808.000000 to -154590176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Entering Unmasked Estep 
Score: -481950.562500 Penalty: 2054.494629
	Iteration 0F: 2 clusters Score -481950.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -478071.593750 Penalty: 4108.989258
	Iteration 0F: 3 clusters Score -478071.6 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -478913.968750 Penalty: 4108.989258
	Iteration 1F: 3 clusters Score -478914 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -479091.281250 Penalty: 4108.989258
	Iteration 2F: 3 clusters Score -479091.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -479191.093750 Penalty: 4108.989258
	Iteration 3Q: 3 clusters Score -479191.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -479251.656250 Penalty: 4108.989258
	Iteration 4Q: 3 clusters Score -479251.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -479283.500000 Penalty: 4108.989258
	Iteration 5Q: 3 clusters Score -479283.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -479314.656250 Penalty: 4108.989258
	Iteration 6Q: 3 clusters Score -479314.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -479342.906250 Penalty: 4108.989258
	Iteration 7Q: 3 clusters Score -479342.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -479372.343750 Penalty: 4108.989258
	Iteration 8Q: 3 clusters Score -479372.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -479397.718750 Penalty: 4108.989258
	Iteration 9Q: 3 clusters Score -479397.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -479414.406250 Penalty: 4108.989258
	Iteration 10Q: 3 clusters Score -479414.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -479428.687500 Penalty: 4108.989258
	Iteration 11Q: 3 clusters Score -479428.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -479444.406250 Penalty: 4108.989258
	Iteration 12Q: 3 clusters Score -479444.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -479460.156250 Penalty: 4108.989258
	Iteration 13Q: 3 clusters Score -479460.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -479471.437500 Penalty: 4108.989258
	Iteration 14Q: 3 clusters Score -479471.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -479486.812500 Penalty: 4108.989258
	Iteration 15Q: 3 clusters Score -479486.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -479499.718750 Penalty: 4108.989258
	Iteration 16Q: 3 clusters Score -479499.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -479507.062500 Penalty: 4108.989258
	Iteration 17Q: 3 clusters Score -479507.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -479512.531250 Penalty: 4108.989258
	Iteration 18Q: 3 clusters Score -479512.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -479518.781250 Penalty: 4108.989258
	Iteration 19Q: 3 clusters Score -479518.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -479522.312500 Penalty: 4108.989258
	Iteration 20F: 3 clusters Score -479522.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -479524.531250 Penalty: 4108.989258
	Iteration 21Q: 3 clusters Score -479524.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -479526.062500 Penalty: 4108.989258
	Iteration 22Q: 3 clusters Score -479526.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -479528.937500 Penalty: 4108.989258
	Iteration 23Q: 3 clusters Score -479528.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -479531.187500 Penalty: 4108.989258
	Iteration 24Q: 3 clusters Score -479531.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -479533.812500 Penalty: 4108.989258
	Iteration 25Q: 3 clusters Score -479533.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -479536.625000 Penalty: 4108.989258
	Iteration 26Q: 3 clusters Score -479536.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -479538.062500 Penalty: 4108.989258
	Iteration 27Q: 3 clusters Score -479538.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -479538.281250 Penalty: 4108.989258
	Iteration 28Q: 3 clusters Score -479538.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -479538.406250 Penalty: 4108.989258
	Iteration 29Q: 3 clusters Score -479538.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -479538.406250 Penalty: 4108.989258
	Iteration 30F: 3 clusters Score -479538.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Entering Unmasked Estep 
Score: -2478133.000000 Penalty: 2453.560059
	Iteration 0F: 2 clusters Score -2478133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2464123.250000 Penalty: 4907.120117
	Iteration 0F: 3 clusters Score -2464123 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2468934.500000 Penalty: 4907.120117
	Iteration 1F: 3 clusters Score -2468934 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2469298.500000 Penalty: 4907.120117
	Iteration 2F: 3 clusters Score -2469298 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2469585.500000 Penalty: 4907.120117
	Iteration 3Q: 3 clusters Score -2469586 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2469885.500000 Penalty: 4907.120117
	Iteration 4Q: 3 clusters Score -2469886 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2470225.750000 Penalty: 4907.120117
	Iteration 5Q: 3 clusters Score -2470226 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2470599.000000 Penalty: 4907.120117
	Iteration 6Q: 3 clusters Score -2470599 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2471071.250000 Penalty: 4907.120117
	Iteration 7Q: 3 clusters Score -2471071 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2471644.750000 Penalty: 4907.120117
	Iteration 8Q: 3 clusters Score -2471645 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2472370.750000 Penalty: 4907.120117
	Iteration 9Q: 3 clusters Score -2472371 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2473147.000000 Penalty: 4907.120117
	Iteration 10Q: 3 clusters Score -2473147 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2473899.750000 Penalty: 4907.120117
	Iteration 11Q: 3 clusters Score -2473900 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2474470.750000 Penalty: 4907.120117
	Iteration 12Q: 3 clusters Score -2474471 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2474934.750000 Penalty: 4907.120117
	Iteration 13Q: 3 clusters Score -2474935 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2475253.250000 Penalty: 4907.120117
	Iteration 14Q: 3 clusters Score -2475253 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2475495.750000 Penalty: 4907.120117
	Iteration 15Q: 3 clusters Score -2475496 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2475641.750000 Penalty: 4907.120117
	Iteration 16Q: 3 clusters Score -2475642 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2475721.750000 Penalty: 4907.120117
	Iteration 17Q: 3 clusters Score -2475722 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -2475761.750000 Penalty: 4907.120117
	Iteration 18Q: 3 clusters Score -2475762 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2475798.250000 Penalty: 4907.120117
	Iteration 19Q: 3 clusters Score -2475798 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2475827.750000 Penalty: 4907.120117
	Iteration 20F: 3 clusters Score -2475828 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2475845.500000 Penalty: 4907.120117
	Iteration 21Q: 3 clusters Score -2475846 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2475857.500000 Penalty: 4907.120117
	Iteration 22Q: 3 clusters Score -2475858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2475868.000000 Penalty: 4907.120117
	Iteration 23Q: 3 clusters Score -2475868 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2475878.750000 Penalty: 4907.120117
	Iteration 24Q: 3 clusters Score -2475879 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2475892.000000 Penalty: 4907.120117
	Iteration 25Q: 3 clusters Score -2475892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2475895.250000 Penalty: 4907.120117
	Iteration 26Q: 3 clusters Score -2475895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2475901.000000 Penalty: 4907.120117
	Iteration 27Q: 3 clusters Score -2475901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2475912.000000 Penalty: 4907.120117
	Iteration 28Q: 3 clusters Score -2475912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2475922.750000 Penalty: 4907.120117
	Iteration 29Q: 3 clusters Score -2475923 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2475933.500000 Penalty: 4907.120117
	Iteration 30Q: 3 clusters Score -2475934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2475943.750000 Penalty: 4907.120117
	Iteration 31Q: 3 clusters Score -2475944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2475948.000000 Penalty: 4907.120117
	Iteration 32Q: 3 clusters Score -2475948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2475954.000000 Penalty: 4907.120117
	Iteration 33Q: 3 clusters Score -2475954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2475953.750000 Penalty: 4907.120117
	Iteration 34Q: 3 clusters Score -2475954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2475956.000000 Penalty: 4907.120117
	Iteration 35Q: 3 clusters Score -2475956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2475955.000000 Penalty: 4907.120117
	Iteration 36Q: 3 clusters Score -2475955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2475959.250000 Penalty: 4907.120117
	Iteration 37Q: 3 clusters Score -2475959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2475959.000000 Penalty: 4907.120117
	Iteration 38Q: 3 clusters Score -2475959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2475960.750000 Penalty: 4907.120117
	Iteration 39Q: 3 clusters Score -2475961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -2475962.750000 Penalty: 4907.120117
	Iteration 40F: 3 clusters Score -2475963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2475965.000000 Penalty: 4907.120117
	Iteration 41Q: 3 clusters Score -2475965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2475964.750000 Penalty: 4907.120117
	Iteration 42Q: 3 clusters Score -2475965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2475966.500000 Penalty: 4907.120117
	Iteration 43Q: 3 clusters Score -2475966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2475971.250000 Penalty: 4907.120117
	Iteration 44Q: 3 clusters Score -2475971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2475969.000000 Penalty: 4907.120117
	Iteration 45Q: 3 clusters Score -2475969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2475973.000000 Penalty: 4907.120117
	Iteration 46Q: 3 clusters Score -2475973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2475974.500000 Penalty: 4907.120117
	Iteration 47Q: 3 clusters Score -2475974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2475978.000000 Penalty: 4907.120117
	Iteration 48Q: 3 clusters Score -2475978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2475978.250000 Penalty: 4907.120117
	Iteration 49Q: 3 clusters Score -2475978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2475980.000000 Penalty: 4907.120117
	Iteration 50Q: 3 clusters Score -2475980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2475984.250000 Penalty: 4907.120117
	Iteration 51Q: 3 clusters Score -2475984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2475984.000000 Penalty: 4907.120117
	Iteration 52Q: 3 clusters Score -2475984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2475993.750000 Penalty: 4907.120117
	Iteration 53Q: 3 clusters Score -2475994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2475999.000000 Penalty: 4907.120117
	Iteration 54Q: 3 clusters Score -2475999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2475996.000000 Penalty: 4907.120117
	Iteration 55Q: 3 clusters Score -2475996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2475997.500000 Penalty: 4907.120117
	Iteration 56Q: 3 clusters Score -2475998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2475999.500000 Penalty: 4907.120117
	Iteration 57Q: 3 clusters Score -2476000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2475992.500000 Penalty: 4907.120117
	Iteration 58Q: 3 clusters Score -2475992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2475993.000000 Penalty: 4907.120117
	Iteration 59Q: 3 clusters Score -2475993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2475993.000000 Penalty: 4907.120117
	Iteration 60F: 3 clusters Score -2475993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (256108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256108 members 
Entering Unmasked Estep 
Score: -31769572.000000 Penalty: 3088.431885
	Iteration 0F: 2 clusters Score -3.176957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128261 members 
Mstep: Class 2 contains 127847 members 
Entering Unmasked Estep 
Score: -31609006.000000 Penalty: 6176.863770
	Iteration 0F: 3 clusters Score -3.160901e+07 nChanged 123902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132223 members 
Mstep: Class 2 contains 123885 members 
Entering Unmasked Estep 
Score: -31682330.000000 Penalty: 6176.863770
	Iteration 1F: 3 clusters Score -3.168233e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135294 members 
Mstep: Class 2 contains 120814 members 
Entering Unmasked Estep 
Score: -31684692.000000 Penalty: 6176.863770
	Iteration 2Q: 3 clusters Score -3.168469e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140195 members 
Mstep: Class 2 contains 115913 members 
Entering Unmasked Estep 
Score: -31688632.000000 Penalty: 6176.863770
	Iteration 3Q: 3 clusters Score -3.168863e+07 nChanged 13524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148175 members 
Mstep: Class 2 contains 107933 members 
Entering Unmasked Estep 
Score: -31695612.000000 Penalty: 6176.863770
	Iteration 4F: 3 clusters Score -3.169561e+07 nChanged 18233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160434 members 
Mstep: Class 2 contains 95674 members 
Entering Unmasked Estep 
Score: -31708162.000000 Penalty: 6176.863770
	Iteration 5F: 3 clusters Score -3.170816e+07 nChanged 21802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176662 members 
Mstep: Class 2 contains 79446 members 
Entering Unmasked Estep 
Score: -31724944.000000 Penalty: 6176.863770
	Iteration 6F: 3 clusters Score -3.172494e+07 nChanged 21488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194918 members 
Mstep: Class 2 contains 61190 members 
Entering Unmasked Estep 
Score: -31743736.000000 Penalty: 6176.863770
	Iteration 7F: 3 clusters Score -3.174374e+07 nChanged 17168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210638 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -31758378.000000 Penalty: 6176.863770
	Iteration 8F: 3 clusters Score -3.175838e+07 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221483 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -31765014.000000 Penalty: 6176.863770
	Iteration 9Q: 3 clusters Score -3.176501e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229112 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -31767320.000000 Penalty: 6176.863770
	Iteration 10Q: 3 clusters Score -3.176732e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234989 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -31768098.000000 Penalty: 6176.863770
	Iteration 11Q: 3 clusters Score -3.17681e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239729 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -31768496.000000 Penalty: 6176.863770
	Iteration 12Q: 3 clusters Score -3.17685e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243512 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -31768384.000000 Penalty: 6176.863770
	Iteration 13Q: 3 clusters Score -3.176838e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246459 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -31768418.000000 Penalty: 6176.863770
	Iteration 14Q: 3 clusters Score -3.176842e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248720 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -31768378.000000 Penalty: 6176.863770
	Iteration 15Q: 3 clusters Score -3.176838e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250356 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -31768158.000000 Penalty: 6176.863770
	Iteration 16Q: 3 clusters Score -3.176816e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251527 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -31767978.000000 Penalty: 6176.863770
	Iteration 17Q: 3 clusters Score -3.176798e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252405 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -31767840.000000 Penalty: 6176.863770
	Iteration 18Q: 3 clusters Score -3.176784e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253046 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -31767758.000000 Penalty: 6176.863770
	Iteration 19Q: 3 clusters Score -3.176776e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253525 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -31767760.000000 Penalty: 6176.863770
	Iteration 20F: 3 clusters Score -3.176776e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253900 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -31767654.000000 Penalty: 6176.863770
	Iteration 21Q: 3 clusters Score -3.176765e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254165 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -31767692.000000 Penalty: 6176.863770
	Iteration 22Q: 3 clusters Score -3.176769e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254388 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -31767636.000000 Penalty: 6176.863770
	Iteration 23Q: 3 clusters Score -3.176764e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254554 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -31767622.000000 Penalty: 6176.863770
	Iteration 24Q: 3 clusters Score -3.176762e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254671 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -31767678.000000 Penalty: 6176.863770
	Iteration 25Q: 3 clusters Score -3.176768e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254763 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -31767716.000000 Penalty: 6176.863770
	Iteration 26Q: 3 clusters Score -3.176772e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254815 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -31767680.000000 Penalty: 6176.863770
	Iteration 27Q: 3 clusters Score -3.176768e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254849 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -31767690.000000 Penalty: 6176.863770
	Iteration 28Q: 3 clusters Score -3.176769e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254881 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -31767674.000000 Penalty: 6176.863770
	Iteration 29Q: 3 clusters Score -3.176767e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254911 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -31767634.000000 Penalty: 6176.863770
	Iteration 30Q: 3 clusters Score -3.176763e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254931 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -31767638.000000 Penalty: 6176.863770
	Iteration 31Q: 3 clusters Score -3.176764e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254955 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -31767654.000000 Penalty: 6176.863770
	Iteration 32Q: 3 clusters Score -3.176765e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254968 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -31767634.000000 Penalty: 6176.863770
	Iteration 33Q: 3 clusters Score -3.176763e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254982 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -31767640.000000 Penalty: 6176.863770
	Iteration 34Q: 3 clusters Score -3.176764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254992 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -31767654.000000 Penalty: 6176.863770
	Iteration 35Q: 3 clusters Score -3.176765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255004 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -31767618.000000 Penalty: 6176.863770
	Iteration 36Q: 3 clusters Score -3.176762e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255015 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -31767648.000000 Penalty: 6176.863770
	Iteration 37Q: 3 clusters Score -3.176765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255024 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -31767592.000000 Penalty: 6176.863770
	Iteration 38Q: 3 clusters Score -3.176759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255030 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -31767594.000000 Penalty: 6176.863770
	Iteration 39Q: 3 clusters Score -3.176759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255037 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -31767580.000000 Penalty: 6176.863770
	Iteration 40F: 3 clusters Score -3.176758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255046 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -31767616.000000 Penalty: 6176.863770
	Iteration 41Q: 3 clusters Score -3.176762e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255061 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -31767582.000000 Penalty: 6176.863770
	Iteration 42Q: 3 clusters Score -3.176758e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255074 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -31767608.000000 Penalty: 6176.863770
	Iteration 43Q: 3 clusters Score -3.176761e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255087 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -31767608.000000 Penalty: 6176.863770
	Iteration 44Q: 3 clusters Score -3.176761e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255099 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -31767580.000000 Penalty: 6176.863770
	Iteration 45Q: 3 clusters Score -3.176758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255110 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -31767608.000000 Penalty: 6176.863770
	Iteration 46Q: 3 clusters Score -3.176761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255117 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -31767608.000000 Penalty: 6176.863770
	Iteration 47Q: 3 clusters Score -3.176761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255122 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -31767610.000000 Penalty: 6176.863770
	Iteration 48Q: 3 clusters Score -3.176761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255125 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -31767592.000000 Penalty: 6176.863770
	Iteration 49Q: 3 clusters Score -3.176759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255129 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -31767610.000000 Penalty: 6176.863770
	Iteration 50Q: 3 clusters Score -3.176761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255131 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -31767596.000000 Penalty: 6176.863770
	Iteration 51Q: 3 clusters Score -3.17676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255134 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -31767592.000000 Penalty: 6176.863770
	Iteration 52Q: 3 clusters Score -3.176759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255136 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -31767574.000000 Penalty: 6176.863770
	Iteration 53Q: 3 clusters Score -3.176757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255137 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -31767576.000000 Penalty: 6176.863770
	Iteration 54Q: 3 clusters Score -3.176758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255139 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -31767594.000000 Penalty: 6176.863770
	Iteration 55Q: 3 clusters Score -3.176759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255142 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -31767576.000000 Penalty: 6176.863770
	Iteration 56Q: 3 clusters Score -3.176758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255143 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -31767574.000000 Penalty: 6176.863770
	Iteration 57Q: 3 clusters Score -3.176757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255143 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -31767574.000000 Penalty: 6176.863770
	Iteration 58F: 3 clusters Score -3.176757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (61615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61615 members 
Entering Unmasked Estep 
Score: -7740466.500000 Penalty: 2735.107910
	Iteration 0F: 2 clusters Score -7740466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -7699039.500000 Penalty: 5470.215820
	Iteration 0F: 3 clusters Score -7699040 nChanged 28750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -7714957.500000 Penalty: 5470.215820
	Iteration 1F: 3 clusters Score -7714958 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -7715480.000000 Penalty: 5470.215820
	Iteration 2Q: 3 clusters Score -7715480 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -7715961.500000 Penalty: 5470.215820
	Iteration 3Q: 3 clusters Score -7715962 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -7716474.500000 Penalty: 5470.215820
	Iteration 4Q: 3 clusters Score -7716474 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -7717173.000000 Penalty: 5470.215820
	Iteration 5Q: 3 clusters Score -7717173 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -7718283.000000 Penalty: 5470.215820
	Iteration 6Q: 3 clusters Score -7718283 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -7720277.000000 Penalty: 5470.215820
	Iteration 7F: 3 clusters Score -7720277 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -7723483.500000 Penalty: 5470.215820
	Iteration 8F: 3 clusters Score -7723484 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -7727973.000000 Penalty: 5470.215820
	Iteration 9F: 3 clusters Score -7727973 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -7732840.500000 Penalty: 5470.215820
	Iteration 10F: 3 clusters Score -7732840 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7735949.000000 Penalty: 5470.215820
	Iteration 11F: 3 clusters Score -7735949 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60782 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7737317.000000 Penalty: 5470.215820
	Iteration 12Q: 3 clusters Score -7737317 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7737779.500000 Penalty: 5470.215820
	Iteration 13Q: 3 clusters Score -7737780 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61315 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7737934.000000 Penalty: 5470.215820
	Iteration 14Q: 3 clusters Score -7737934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7737996.000000 Penalty: 5470.215820
	Iteration 15Q: 3 clusters Score -7737996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61365 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7738011.500000 Penalty: 5470.215820
	Iteration 16Q: 3 clusters Score -7738012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61368 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7738026.000000 Penalty: 5470.215820
	Iteration 17Q: 3 clusters Score -7738026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61373 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7738035.000000 Penalty: 5470.215820
	Iteration 18Q: 3 clusters Score -7738035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61375 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7738042.000000 Penalty: 5470.215820
	Iteration 19Q: 3 clusters Score -7738042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7738054.000000 Penalty: 5470.215820
	Iteration 20F: 3 clusters Score -7738054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Entering Unmasked Estep 
Score: -3050690.500000 Penalty: 2534.879150
	Iteration 0F: 2 clusters Score -3050690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -3031821.500000 Penalty: 5069.758301
	Iteration 0F: 3 clusters Score -3031822 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -3038871.750000 Penalty: 5069.758301
	Iteration 1F: 3 clusters Score -3038872 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -3039836.250000 Penalty: 5069.758301
	Iteration 2F: 3 clusters Score -3039836 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -3040969.000000 Penalty: 5069.758301
	Iteration 3F: 3 clusters Score -3040969 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -3042122.250000 Penalty: 5069.758301
	Iteration 4F: 3 clusters Score -3042122 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -3043210.500000 Penalty: 5069.758301
	Iteration 5F: 3 clusters Score -3043210 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3044144.000000 Penalty: 5069.758301
	Iteration 6F: 3 clusters Score -3044144 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -3044910.750000 Penalty: 5069.758301
	Iteration 7F: 3 clusters Score -3044911 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -3045451.000000 Penalty: 5069.758301
	Iteration 8Q: 3 clusters Score -3045451 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3045854.750000 Penalty: 5069.758301
	Iteration 9Q: 3 clusters Score -3045855 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -3046185.750000 Penalty: 5069.758301
	Iteration 10Q: 3 clusters Score -3046186 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -3046480.750000 Penalty: 5069.758301
	Iteration 11Q: 3 clusters Score -3046481 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -3046713.500000 Penalty: 5069.758301
	Iteration 12Q: 3 clusters Score -3046714 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -3046892.000000 Penalty: 5069.758301
	Iteration 13Q: 3 clusters Score -3046892 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -3047019.500000 Penalty: 5069.758301
	Iteration 14Q: 3 clusters Score -3047020 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3047148.250000 Penalty: 5069.758301
	Iteration 15Q: 3 clusters Score -3047148 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -3047234.750000 Penalty: 5069.758301
	Iteration 16Q: 3 clusters Score -3047235 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -3047318.000000 Penalty: 5069.758301
	Iteration 17Q: 3 clusters Score -3047318 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3047404.250000 Penalty: 5069.758301
	Iteration 18Q: 3 clusters Score -3047404 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -3047469.000000 Penalty: 5069.758301
	Iteration 19Q: 3 clusters Score -3047469 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -3047549.500000 Penalty: 5069.758301
	Iteration 20F: 3 clusters Score -3047550 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -3047618.500000 Penalty: 5069.758301
	Iteration 21Q: 3 clusters Score -3047618 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -3047673.500000 Penalty: 5069.758301
	Iteration 22Q: 3 clusters Score -3047674 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -3047731.250000 Penalty: 5069.758301
	Iteration 23Q: 3 clusters Score -3047731 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -3047779.500000 Penalty: 5069.758301
	Iteration 24Q: 3 clusters Score -3047780 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -3047831.250000 Penalty: 5069.758301
	Iteration 25Q: 3 clusters Score -3047831 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -3047885.000000 Penalty: 5069.758301
	Iteration 26Q: 3 clusters Score -3047885 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -3047947.000000 Penalty: 5069.758301
	Iteration 27Q: 3 clusters Score -3047947 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -3048001.500000 Penalty: 5069.758301
	Iteration 28Q: 3 clusters Score -3048002 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -3048054.750000 Penalty: 5069.758301
	Iteration 29Q: 3 clusters Score -3048055 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -3048092.250000 Penalty: 5069.758301
	Iteration 30Q: 3 clusters Score -3048092 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3048145.750000 Penalty: 5069.758301
	Iteration 31Q: 3 clusters Score -3048146 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -3048182.250000 Penalty: 5069.758301
	Iteration 32Q: 3 clusters Score -3048182 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -3048216.250000 Penalty: 5069.758301
	Iteration 33Q: 3 clusters Score -3048216 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -3048264.750000 Penalty: 5069.758301
	Iteration 34Q: 3 clusters Score -3048265 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -3048324.250000 Penalty: 5069.758301
	Iteration 35Q: 3 clusters Score -3048324 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -3048358.750000 Penalty: 5069.758301
	Iteration 36Q: 3 clusters Score -3048359 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -3048399.500000 Penalty: 5069.758301
	Iteration 37Q: 3 clusters Score -3048400 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -3048437.000000 Penalty: 5069.758301
	Iteration 38Q: 3 clusters Score -3048437 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3048453.500000 Penalty: 5069.758301
	Iteration 39Q: 3 clusters Score -3048454 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -3048492.750000 Penalty: 5069.758301
	Iteration 40F: 3 clusters Score -3048493 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -3048515.250000 Penalty: 5069.758301
	Iteration 41Q: 3 clusters Score -3048515 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -3048535.750000 Penalty: 5069.758301
	Iteration 42Q: 3 clusters Score -3048536 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -3048571.750000 Penalty: 5069.758301
	Iteration 43Q: 3 clusters Score -3048572 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -3048602.500000 Penalty: 5069.758301
	Iteration 44Q: 3 clusters Score -3048602 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -3048635.250000 Penalty: 5069.758301
	Iteration 45Q: 3 clusters Score -3048635 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -3048670.000000 Penalty: 5069.758301
	Iteration 46Q: 3 clusters Score -3048670 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -3048697.000000 Penalty: 5069.758301
	Iteration 47Q: 3 clusters Score -3048697 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -3048714.000000 Penalty: 5069.758301
	Iteration 48Q: 3 clusters Score -3048714 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -3048735.000000 Penalty: 5069.758301
	Iteration 49Q: 3 clusters Score -3048735 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -3048753.250000 Penalty: 5069.758301
	Iteration 50Q: 3 clusters Score -3048753 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3048774.000000 Penalty: 5069.758301
	Iteration 51Q: 3 clusters Score -3048774 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -3048802.000000 Penalty: 5069.758301
	Iteration 52Q: 3 clusters Score -3048802 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -3048810.000000 Penalty: 5069.758301
	Iteration 53Q: 3 clusters Score -3048810 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -3048838.500000 Penalty: 5069.758301
	Iteration 54Q: 3 clusters Score -3048838 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -3048862.250000 Penalty: 5069.758301
	Iteration 55Q: 3 clusters Score -3048862 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -3048877.750000 Penalty: 5069.758301
	Iteration 56Q: 3 clusters Score -3048878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3048889.000000 Penalty: 5069.758301
	Iteration 57Q: 3 clusters Score -3048889 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -3048899.500000 Penalty: 5069.758301
	Iteration 58Q: 3 clusters Score -3048900 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3048914.250000 Penalty: 5069.758301
	Iteration 59Q: 3 clusters Score -3048914 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -3048936.250000 Penalty: 5069.758301
	Iteration 60F: 3 clusters Score -3048936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3048943.250000 Penalty: 5069.758301
	Iteration 61Q: 3 clusters Score -3048943 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -3048957.250000 Penalty: 5069.758301
	Iteration 62Q: 3 clusters Score -3048957 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -3048964.250000 Penalty: 5069.758301
	Iteration 63Q: 3 clusters Score -3048964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -3048966.750000 Penalty: 5069.758301
	Iteration 64Q: 3 clusters Score -3048967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -3048970.500000 Penalty: 5069.758301
	Iteration 65Q: 3 clusters Score -3048970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -3048970.250000 Penalty: 5069.758301
	Iteration 66Q: 3 clusters Score -3048970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -3048972.500000 Penalty: 5069.758301
	Iteration 67Q: 3 clusters Score -3048972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -3048972.750000 Penalty: 5069.758301
	Iteration 68Q: 3 clusters Score -3048973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -3048983.500000 Penalty: 5069.758301
	Iteration 69Q: 3 clusters Score -3048984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -3048976.250000 Penalty: 5069.758301
	Iteration 70Q: 3 clusters Score -3048976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -3048978.250000 Penalty: 5069.758301
	Iteration 71Q: 3 clusters Score -3048978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -3048987.250000 Penalty: 5069.758301
	Iteration 72Q: 3 clusters Score -3048987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -3048990.000000 Penalty: 5069.758301
	Iteration 73Q: 3 clusters Score -3048990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -3048992.500000 Penalty: 5069.758301
	Iteration 74Q: 3 clusters Score -3048992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -3048995.250000 Penalty: 5069.758301
	Iteration 75Q: 3 clusters Score -3048995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -3048997.500000 Penalty: 5069.758301
	Iteration 76Q: 3 clusters Score -3048998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -3048997.500000 Penalty: 5069.758301
	Iteration 77Q: 3 clusters Score -3048998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -3048995.250000 Penalty: 5069.758301
	Iteration 78Q: 3 clusters Score -3048995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -3049001.750000 Penalty: 5069.758301
	Iteration 79Q: 3 clusters Score -3049002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3049000.750000 Penalty: 5069.758301
	Iteration 80F: 3 clusters Score -3049001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -3048997.000000 Penalty: 5069.758301
	Iteration 81Q: 3 clusters Score -3048997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3048998.250000 Penalty: 5069.758301
	Iteration 82Q: 3 clusters Score -3048998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3048998.250000 Penalty: 5069.758301
	Iteration 83F: 3 clusters Score -3048998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Entering Unmasked Estep 
Score: -486933.500000 Penalty: 2067.365479
	Iteration 0F: 2 clusters Score -486933.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -482950.218750 Penalty: 4134.730957
	Iteration 0F: 3 clusters Score -482950.2 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -483914.000000 Penalty: 4134.730957
	Iteration 1F: 3 clusters Score -483914 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -484156.156250 Penalty: 4134.730957
	Iteration 2F: 3 clusters Score -484156.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -484397.000000 Penalty: 4134.730957
	Iteration 3F: 3 clusters Score -484397 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -484623.093750 Penalty: 4134.730957
	Iteration 4F: 3 clusters Score -484623.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -484835.218750 Penalty: 4134.730957
	Iteration 5F: 3 clusters Score -484835.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -485056.312500 Penalty: 4134.730957
	Iteration 6F: 3 clusters Score -485056.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -485243.000000 Penalty: 4134.730957
	Iteration 7Q: 3 clusters Score -485243 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -485399.812500 Penalty: 4134.730957
	Iteration 8Q: 3 clusters Score -485399.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -485511.125000 Penalty: 4134.730957
	Iteration 9Q: 3 clusters Score -485511.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -485607.156250 Penalty: 4134.730957
	Iteration 10Q: 3 clusters Score -485607.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -485681.156250 Penalty: 4134.730957
	Iteration 11Q: 3 clusters Score -485681.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -485737.906250 Penalty: 4134.730957
	Iteration 12Q: 3 clusters Score -485737.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -485773.562500 Penalty: 4134.730957
	Iteration 13Q: 3 clusters Score -485773.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -485799.281250 Penalty: 4134.730957
	Iteration 14Q: 3 clusters Score -485799.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -485817.375000 Penalty: 4134.730957
	Iteration 15Q: 3 clusters Score -485817.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -485834.562500 Penalty: 4134.730957
	Iteration 16Q: 3 clusters Score -485834.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -485848.562500 Penalty: 4134.730957
	Iteration 17Q: 3 clusters Score -485848.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -485857.156250 Penalty: 4134.730957
	Iteration 18Q: 3 clusters Score -485857.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -485863.031250 Penalty: 4134.730957
	Iteration 19Q: 3 clusters Score -485863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -485866.500000 Penalty: 4134.730957
	Iteration 20F: 3 clusters Score -485866.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -485871.625000 Penalty: 4134.730957
	Iteration 21Q: 3 clusters Score -485871.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -485878.250000 Penalty: 4134.730957
	Iteration 22Q: 3 clusters Score -485878.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -485884.406250 Penalty: 4134.730957
	Iteration 23Q: 3 clusters Score -485884.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -485889.500000 Penalty: 4134.730957
	Iteration 24Q: 3 clusters Score -485889.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -485894.906250 Penalty: 4134.730957
	Iteration 25Q: 3 clusters Score -485894.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -485897.812500 Penalty: 4134.730957
	Iteration 26Q: 3 clusters Score -485897.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -485899.718750 Penalty: 4134.730957
	Iteration 27Q: 3 clusters Score -485899.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -485903.000000 Penalty: 4134.730957
	Iteration 28Q: 3 clusters Score -485903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -485905.875000 Penalty: 4134.730957
	Iteration 29Q: 3 clusters Score -485905.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -485907.656250 Penalty: 4134.730957
	Iteration 30Q: 3 clusters Score -485907.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -485907.656250 Penalty: 4134.730957
	Iteration 31F: 3 clusters Score -485907.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Entering Unmasked Estep 
Score: -3683583.250000 Penalty: 2557.964111
	Iteration 0F: 2 clusters Score -3683583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3662919.500000 Penalty: 5115.928223
	Iteration 0F: 3 clusters Score -3662920 nChanged 13516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -3670111.750000 Penalty: 5115.928223
	Iteration 1F: 3 clusters Score -3670112 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -3670539.750000 Penalty: 5115.928223
	Iteration 2Q: 3 clusters Score -3670540 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -3671015.250000 Penalty: 5115.928223
	Iteration 3Q: 3 clusters Score -3671015 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3671441.500000 Penalty: 5115.928223
	Iteration 4Q: 3 clusters Score -3671442 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -3671890.000000 Penalty: 5115.928223
	Iteration 5Q: 3 clusters Score -3671890 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -3672429.250000 Penalty: 5115.928223
	Iteration 6Q: 3 clusters Score -3672429 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -3672966.000000 Penalty: 5115.928223
	Iteration 7Q: 3 clusters Score -3672966 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -3673545.000000 Penalty: 5115.928223
	Iteration 8Q: 3 clusters Score -3673545 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -3674212.500000 Penalty: 5115.928223
	Iteration 9Q: 3 clusters Score -3674212 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -3674921.000000 Penalty: 5115.928223
	Iteration 10Q: 3 clusters Score -3674921 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -3675784.500000 Penalty: 5115.928223
	Iteration 11Q: 3 clusters Score -3675784 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -3676635.750000 Penalty: 5115.928223
	Iteration 12Q: 3 clusters Score -3676636 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -3677537.500000 Penalty: 5115.928223
	Iteration 13Q: 3 clusters Score -3677538 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -3678404.750000 Penalty: 5115.928223
	Iteration 14Q: 3 clusters Score -3678405 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3679179.000000 Penalty: 5115.928223
	Iteration 15Q: 3 clusters Score -3679179 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3679818.000000 Penalty: 5115.928223
	Iteration 16Q: 3 clusters Score -3679818 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3680286.750000 Penalty: 5115.928223
	Iteration 17Q: 3 clusters Score -3680287 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3680617.500000 Penalty: 5115.928223
	Iteration 18Q: 3 clusters Score -3680618 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3680828.500000 Penalty: 5115.928223
	Iteration 19Q: 3 clusters Score -3680828 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3680997.750000 Penalty: 5115.928223
	Iteration 20F: 3 clusters Score -3680998 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3681083.250000 Penalty: 5115.928223
	Iteration 21Q: 3 clusters Score -3681083 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3681150.250000 Penalty: 5115.928223
	Iteration 22Q: 3 clusters Score -3681150 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3681203.250000 Penalty: 5115.928223
	Iteration 23Q: 3 clusters Score -3681203 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3681248.250000 Penalty: 5115.928223
	Iteration 24Q: 3 clusters Score -3681248 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3681286.250000 Penalty: 5115.928223
	Iteration 25Q: 3 clusters Score -3681286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3681314.750000 Penalty: 5115.928223
	Iteration 26Q: 3 clusters Score -3681315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3681332.000000 Penalty: 5115.928223
	Iteration 27Q: 3 clusters Score -3681332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3681346.500000 Penalty: 5115.928223
	Iteration 28Q: 3 clusters Score -3681346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3681362.500000 Penalty: 5115.928223
	Iteration 29Q: 3 clusters Score -3681362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3681364.000000 Penalty: 5115.928223
	Iteration 30Q: 3 clusters Score -3681364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3681366.000000 Penalty: 5115.928223
	Iteration 31Q: 3 clusters Score -3681366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3681364.500000 Penalty: 5115.928223
	Iteration 32Q: 3 clusters Score -3681364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3681364.750000 Penalty: 5115.928223
	Iteration 33Q: 3 clusters Score -3681365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3681364.750000 Penalty: 5115.928223
	Iteration 34F: 3 clusters Score -3681365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Entering Unmasked Estep 
Score: -1748906.875000 Penalty: 2378.847656
	Iteration 0F: 2 clusters Score -1748907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1738323.500000 Penalty: 4757.695312
	Iteration 0F: 3 clusters Score -1738324 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1741925.500000 Penalty: 4757.695312
	Iteration 1F: 3 clusters Score -1741926 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1742681.000000 Penalty: 4757.695312
	Iteration 2F: 3 clusters Score -1742681 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1743321.875000 Penalty: 4757.695312
	Iteration 3F: 3 clusters Score -1743322 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1743883.375000 Penalty: 4757.695312
	Iteration 4F: 3 clusters Score -1743883 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1744327.000000 Penalty: 4757.695312
	Iteration 5F: 3 clusters Score -1744327 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1744724.875000 Penalty: 4757.695312
	Iteration 6Q: 3 clusters Score -1744725 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1745063.375000 Penalty: 4757.695312
	Iteration 7Q: 3 clusters Score -1745063 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1745404.500000 Penalty: 4757.695312
	Iteration 8Q: 3 clusters Score -1745404 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1745796.250000 Penalty: 4757.695312
	Iteration 9Q: 3 clusters Score -1745796 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1746143.750000 Penalty: 4757.695312
	Iteration 10Q: 3 clusters Score -1746144 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1746437.000000 Penalty: 4757.695312
	Iteration 11Q: 3 clusters Score -1746437 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1746651.875000 Penalty: 4757.695312
	Iteration 12Q: 3 clusters Score -1746652 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1746805.250000 Penalty: 4757.695312
	Iteration 13Q: 3 clusters Score -1746805 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1746891.625000 Penalty: 4757.695312
	Iteration 14Q: 3 clusters Score -1746892 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1746957.250000 Penalty: 4757.695312
	Iteration 15Q: 3 clusters Score -1746957 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1747002.000000 Penalty: 4757.695312
	Iteration 16Q: 3 clusters Score -1747002 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1747041.625000 Penalty: 4757.695312
	Iteration 17Q: 3 clusters Score -1747042 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1747073.500000 Penalty: 4757.695312
	Iteration 18Q: 3 clusters Score -1747074 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1747092.500000 Penalty: 4757.695312
	Iteration 19Q: 3 clusters Score -1747092 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1747115.875000 Penalty: 4757.695312
	Iteration 20F: 3 clusters Score -1747116 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1747137.875000 Penalty: 4757.695312
	Iteration 21Q: 3 clusters Score -1747138 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1747151.625000 Penalty: 4757.695312
	Iteration 22Q: 3 clusters Score -1747152 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1747163.500000 Penalty: 4757.695312
	Iteration 23Q: 3 clusters Score -1747164 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1747171.875000 Penalty: 4757.695312
	Iteration 24Q: 3 clusters Score -1747172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1747181.250000 Penalty: 4757.695312
	Iteration 25Q: 3 clusters Score -1747181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1747179.875000 Penalty: 4757.695312
	Iteration 26Q: 3 clusters Score -1747180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1747185.125000 Penalty: 4757.695312
	Iteration 27Q: 3 clusters Score -1747185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1747189.750000 Penalty: 4757.695312
	Iteration 28Q: 3 clusters Score -1747190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1747191.625000 Penalty: 4757.695312
	Iteration 29Q: 3 clusters Score -1747192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1747196.500000 Penalty: 4757.695312
	Iteration 30Q: 3 clusters Score -1747196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1747197.250000 Penalty: 4757.695312
	Iteration 31Q: 3 clusters Score -1747197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1747199.500000 Penalty: 4757.695312
	Iteration 32Q: 3 clusters Score -1747200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1747200.875000 Penalty: 4757.695312
	Iteration 33Q: 3 clusters Score -1747201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1747206.625000 Penalty: 4757.695312
	Iteration 34Q: 3 clusters Score -1747207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1747209.000000 Penalty: 4757.695312
	Iteration 35Q: 3 clusters Score -1747209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1747214.625000 Penalty: 4757.695312
	Iteration 36Q: 3 clusters Score -1747215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1747221.750000 Penalty: 4757.695312
	Iteration 37Q: 3 clusters Score -1747222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1747227.500000 Penalty: 4757.695312
	Iteration 38Q: 3 clusters Score -1747228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1747230.875000 Penalty: 4757.695312
	Iteration 39Q: 3 clusters Score -1747231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1747237.125000 Penalty: 4757.695312
	Iteration 40F: 3 clusters Score -1747237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1747239.500000 Penalty: 4757.695312
	Iteration 41Q: 3 clusters Score -1747240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1747241.375000 Penalty: 4757.695312
	Iteration 42Q: 3 clusters Score -1747241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1747240.625000 Penalty: 4757.695312
	Iteration 43Q: 3 clusters Score -1747241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1747248.000000 Penalty: 4757.695312
	Iteration 44Q: 3 clusters Score -1747248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1747252.875000 Penalty: 4757.695312
	Iteration 45Q: 3 clusters Score -1747253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1747255.250000 Penalty: 4757.695312
	Iteration 46Q: 3 clusters Score -1747255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1747261.375000 Penalty: 4757.695312
	Iteration 47Q: 3 clusters Score -1747261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1747258.250000 Penalty: 4757.695312
	Iteration 48Q: 3 clusters Score -1747258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1747260.875000 Penalty: 4757.695312
	Iteration 49Q: 3 clusters Score -1747261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1747262.875000 Penalty: 4757.695312
	Iteration 50Q: 3 clusters Score -1747263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1747266.000000 Penalty: 4757.695312
	Iteration 51Q: 3 clusters Score -1747266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1747268.625000 Penalty: 4757.695312
	Iteration 52Q: 3 clusters Score -1747269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1747267.875000 Penalty: 4757.695312
	Iteration 53Q: 3 clusters Score -1747268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1747269.875000 Penalty: 4757.695312
	Iteration 54Q: 3 clusters Score -1747270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1747272.875000 Penalty: 4757.695312
	Iteration 55Q: 3 clusters Score -1747273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1747271.375000 Penalty: 4757.695312
	Iteration 56Q: 3 clusters Score -1747271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1747274.375000 Penalty: 4757.695312
	Iteration 57Q: 3 clusters Score -1747274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1747274.875000 Penalty: 4757.695312
	Iteration 58Q: 3 clusters Score -1747275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1747276.375000 Penalty: 4757.695312
	Iteration 59Q: 3 clusters Score -1747276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1747274.125000 Penalty: 4757.695312
	Iteration 60F: 3 clusters Score -1747274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1747273.250000 Penalty: 4757.695312
	Iteration 61Q: 3 clusters Score -1747273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1747276.250000 Penalty: 4757.695312
	Iteration 62Q: 3 clusters Score -1747276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1747277.000000 Penalty: 4757.695312
	Iteration 63Q: 3 clusters Score -1747277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1747277.000000 Penalty: 4757.695312
	Iteration 64F: 3 clusters Score -1747277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Entering Unmasked Estep 
Score: -298814.312500 Penalty: 1975.799438
	Iteration 0F: 2 clusters Score -298814.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -295598.781250 Penalty: 3951.598877
	Iteration 0F: 3 clusters Score -295598.8 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -296217.812500 Penalty: 3951.598877
	Iteration 1F: 3 clusters Score -296217.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -296386.500000 Penalty: 3951.598877
	Iteration 2F: 3 clusters Score -296386.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -296479.906250 Penalty: 3951.598877
	Iteration 3F: 3 clusters Score -296479.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -296539.093750 Penalty: 3951.598877
	Iteration 4Q: 3 clusters Score -296539.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -296584.187500 Penalty: 3951.598877
	Iteration 5Q: 3 clusters Score -296584.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -296617.718750 Penalty: 3951.598877
	Iteration 6Q: 3 clusters Score -296617.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -296659.531250 Penalty: 3951.598877
	Iteration 7Q: 3 clusters Score -296659.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -296716.812500 Penalty: 3951.598877
	Iteration 8Q: 3 clusters Score -296716.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -296815.625000 Penalty: 3951.598877
	Iteration 9Q: 3 clusters Score -296815.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -296936.187500 Penalty: 3951.598877
	Iteration 10Q: 3 clusters Score -296936.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -297123.906250 Penalty: 3951.598877
	Iteration 11Q: 3 clusters Score -297123.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -297363.531250 Penalty: 3951.598877
	Iteration 12F: 3 clusters Score -297363.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -297589.718750 Penalty: 3951.598877
	Iteration 13F: 3 clusters Score -297589.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -297788.406250 Penalty: 3951.598877
	Iteration 14Q: 3 clusters Score -297788.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -297907.843750 Penalty: 3951.598877
	Iteration 15Q: 3 clusters Score -297907.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -297950.875000 Penalty: 3951.598877
	Iteration 16Q: 3 clusters Score -297950.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -297977.875000 Penalty: 3951.598877
	Iteration 17Q: 3 clusters Score -297977.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -297991.093750 Penalty: 3951.598877
	Iteration 18Q: 3 clusters Score -297991.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -297997.906250 Penalty: 3951.598877
	Iteration 19Q: 3 clusters Score -297997.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -298000.937500 Penalty: 3951.598877
	Iteration 20F: 3 clusters Score -298000.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (194466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194466 members 
Entering Unmasked Estep 
Score: -24327898.000000 Penalty: 3020.147217
	Iteration 0F: 2 clusters Score -2.43279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97493 members 
Mstep: Class 2 contains 96973 members 
Entering Unmasked Estep 
Score: -24203640.000000 Penalty: 6040.294434
	Iteration 0F: 3 clusters Score -2.420364e+07 nChanged 93450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103145 members 
Mstep: Class 2 contains 91321 members 
Entering Unmasked Estep 
Score: -24258550.000000 Penalty: 6040.294434
	Iteration 1F: 3 clusters Score -2.425855e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106529 members 
Mstep: Class 2 contains 87937 members 
Entering Unmasked Estep 
Score: -24260014.000000 Penalty: 6040.294434
	Iteration 2Q: 3 clusters Score -2.426001e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111595 members 
Mstep: Class 2 contains 82871 members 
Entering Unmasked Estep 
Score: -24262552.000000 Penalty: 6040.294434
	Iteration 3Q: 3 clusters Score -2.426255e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118956 members 
Mstep: Class 2 contains 75510 members 
Entering Unmasked Estep 
Score: -24266512.000000 Penalty: 6040.294434
	Iteration 4Q: 3 clusters Score -2.426651e+07 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129433 members 
Mstep: Class 2 contains 65033 members 
Entering Unmasked Estep 
Score: -24273104.000000 Penalty: 6040.294434
	Iteration 5F: 3 clusters Score -2.42731e+07 nChanged 14226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143309 members 
Mstep: Class 2 contains 51157 members 
Entering Unmasked Estep 
Score: -24283768.000000 Penalty: 6040.294434
	Iteration 6F: 3 clusters Score -2.428377e+07 nChanged 16074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159245 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -24298564.000000 Penalty: 6040.294434
	Iteration 7F: 3 clusters Score -2.429856e+07 nChanged 14899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174090 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -24311232.000000 Penalty: 6040.294434
	Iteration 8F: 3 clusters Score -2.431123e+07 nChanged 10283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184363 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -24319484.000000 Penalty: 6040.294434
	Iteration 9F: 3 clusters Score -2.431948e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189715 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -24323406.000000 Penalty: 6040.294434
	Iteration 10Q: 3 clusters Score -2.432341e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191969 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -24324892.000000 Penalty: 6040.294434
	Iteration 11Q: 3 clusters Score -2.432489e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192871 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -24325342.000000 Penalty: 6040.294434
	Iteration 12Q: 3 clusters Score -2.432534e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193281 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -24325580.000000 Penalty: 6040.294434
	Iteration 13Q: 3 clusters Score -2.432558e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193487 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -24325706.000000 Penalty: 6040.294434
	Iteration 14Q: 3 clusters Score -2.432571e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193599 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -24325820.000000 Penalty: 6040.294434
	Iteration 15Q: 3 clusters Score -2.432582e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193667 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -24325864.000000 Penalty: 6040.294434
	Iteration 16Q: 3 clusters Score -2.432586e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193715 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -24325874.000000 Penalty: 6040.294434
	Iteration 17Q: 3 clusters Score -2.432587e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193747 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -24325920.000000 Penalty: 6040.294434
	Iteration 18Q: 3 clusters Score -2.432592e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193764 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -24325924.000000 Penalty: 6040.294434
	Iteration 19Q: 3 clusters Score -2.432592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193781 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -24325944.000000 Penalty: 6040.294434
	Iteration 20F: 3 clusters Score -2.432594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193792 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -24325946.000000 Penalty: 6040.294434
	Iteration 21Q: 3 clusters Score -2.432595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193797 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -24325950.000000 Penalty: 6040.294434
	Iteration 22Q: 3 clusters Score -2.432595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193801 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -24325946.000000 Penalty: 6040.294434
	Iteration 23Q: 3 clusters Score -2.432595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193799 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -24325944.000000 Penalty: 6040.294434
	Iteration 24Q: 3 clusters Score -2.432594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193800 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -24325952.000000 Penalty: 6040.294434
	Iteration 25Q: 3 clusters Score -2.432595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193800 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -24325952.000000 Penalty: 6040.294434
	Iteration 26F: 3 clusters Score -2.432595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (76153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76153 members 
Entering Unmasked Estep 
Score: -9226091.000000 Penalty: 2787.643799
	Iteration 0F: 2 clusters Score -9226091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -9175045.000000 Penalty: 5575.287598
	Iteration 0F: 3 clusters Score -9175045 nChanged 35857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -9194891.000000 Penalty: 5575.287598
	Iteration 1F: 3 clusters Score -9194891 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -9195455.000000 Penalty: 5575.287598
	Iteration 2Q: 3 clusters Score -9195455 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -9195923.000000 Penalty: 5575.287598
	Iteration 3Q: 3 clusters Score -9195923 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -9196544.000000 Penalty: 5575.287598
	Iteration 4Q: 3 clusters Score -9196544 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -9197128.000000 Penalty: 5575.287598
	Iteration 5Q: 3 clusters Score -9197128 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -9197853.000000 Penalty: 5575.287598
	Iteration 6Q: 3 clusters Score -9197853 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -9198831.000000 Penalty: 5575.287598
	Iteration 7Q: 3 clusters Score -9198831 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -9199876.000000 Penalty: 5575.287598
	Iteration 8Q: 3 clusters Score -9199876 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -9201160.000000 Penalty: 5575.287598
	Iteration 9Q: 3 clusters Score -9201160 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -9202722.000000 Penalty: 5575.287598
	Iteration 10Q: 3 clusters Score -9202722 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -9204809.000000 Penalty: 5575.287598
	Iteration 11Q: 3 clusters Score -9204809 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -9207112.000000 Penalty: 5575.287598
	Iteration 12Q: 3 clusters Score -9207112 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -9209249.000000 Penalty: 5575.287598
	Iteration 13Q: 3 clusters Score -9209249 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52624 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -9210943.000000 Penalty: 5575.287598
	Iteration 14Q: 3 clusters Score -9210943 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -9212158.000000 Penalty: 5575.287598
	Iteration 15Q: 3 clusters Score -9212158 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -9212975.000000 Penalty: 5575.287598
	Iteration 16Q: 3 clusters Score -9212975 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -9213702.000000 Penalty: 5575.287598
	Iteration 17Q: 3 clusters Score -9213702 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -9214366.000000 Penalty: 5575.287598
	Iteration 18Q: 3 clusters Score -9214366 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61144 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -9215118.000000 Penalty: 5575.287598
	Iteration 19Q: 3 clusters Score -9215118 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62858 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -9215945.000000 Penalty: 5575.287598
	Iteration 20F: 3 clusters Score -9215945 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64554 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -9216782.000000 Penalty: 5575.287598
	Iteration 21Q: 3 clusters Score -9216782 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66258 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -9217764.000000 Penalty: 5575.287598
	Iteration 22Q: 3 clusters Score -9217764 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67893 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -9218770.000000 Penalty: 5575.287598
	Iteration 23Q: 3 clusters Score -9218770 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -9219739.000000 Penalty: 5575.287598
	Iteration 24Q: 3 clusters Score -9219739 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70713 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -9220601.000000 Penalty: 5575.287598
	Iteration 25Q: 3 clusters Score -9220601 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71787 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -9221311.000000 Penalty: 5575.287598
	Iteration 26Q: 3 clusters Score -9221311 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -9221930.000000 Penalty: 5575.287598
	Iteration 27Q: 3 clusters Score -9221930 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73343 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -9222387.000000 Penalty: 5575.287598
	Iteration 28Q: 3 clusters Score -9222387 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73862 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -9222774.000000 Penalty: 5575.287598
	Iteration 29Q: 3 clusters Score -9222774 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74266 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -9223080.000000 Penalty: 5575.287598
	Iteration 30Q: 3 clusters Score -9223080 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74540 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -9223229.000000 Penalty: 5575.287598
	Iteration 31Q: 3 clusters Score -9223229 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74728 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -9223335.000000 Penalty: 5575.287598
	Iteration 32Q: 3 clusters Score -9223335 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74856 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -9223439.000000 Penalty: 5575.287598
	Iteration 33Q: 3 clusters Score -9223439 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74958 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -9223518.000000 Penalty: 5575.287598
	Iteration 34Q: 3 clusters Score -9223518 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75053 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -9223585.000000 Penalty: 5575.287598
	Iteration 35Q: 3 clusters Score -9223585 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75113 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -9223622.000000 Penalty: 5575.287598
	Iteration 36Q: 3 clusters Score -9223622 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75155 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -9223645.000000 Penalty: 5575.287598
	Iteration 37Q: 3 clusters Score -9223645 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75192 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -9223686.000000 Penalty: 5575.287598
	Iteration 38Q: 3 clusters Score -9223686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75216 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -9223689.000000 Penalty: 5575.287598
	Iteration 39Q: 3 clusters Score -9223689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75225 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -9223704.000000 Penalty: 5575.287598
	Iteration 40F: 3 clusters Score -9223704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75239 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -9223712.000000 Penalty: 5575.287598
	Iteration 41Q: 3 clusters Score -9223712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75255 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -9223726.000000 Penalty: 5575.287598
	Iteration 42Q: 3 clusters Score -9223726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75264 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -9223725.000000 Penalty: 5575.287598
	Iteration 43Q: 3 clusters Score -9223725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75275 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9223738.000000 Penalty: 5575.287598
	Iteration 44Q: 3 clusters Score -9223738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75280 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -9223728.000000 Penalty: 5575.287598
	Iteration 45Q: 3 clusters Score -9223728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75283 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -9223732.000000 Penalty: 5575.287598
	Iteration 46Q: 3 clusters Score -9223732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75287 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9223738.000000 Penalty: 5575.287598
	Iteration 47Q: 3 clusters Score -9223738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75295 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -9223744.000000 Penalty: 5575.287598
	Iteration 48Q: 3 clusters Score -9223744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75297 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9223748.000000 Penalty: 5575.287598
	Iteration 49Q: 3 clusters Score -9223748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75300 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -9223737.000000 Penalty: 5575.287598
	Iteration 50Q: 3 clusters Score -9223737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75304 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -9223738.000000 Penalty: 5575.287598
	Iteration 51Q: 3 clusters Score -9223738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75310 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -9223755.000000 Penalty: 5575.287598
	Iteration 52Q: 3 clusters Score -9223755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75314 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9223759.000000 Penalty: 5575.287598
	Iteration 53Q: 3 clusters Score -9223759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75315 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -9223765.000000 Penalty: 5575.287598
	Iteration 54Q: 3 clusters Score -9223765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75318 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -9223765.000000 Penalty: 5575.287598
	Iteration 55Q: 3 clusters Score -9223765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75321 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9223768.000000 Penalty: 5575.287598
	Iteration 56Q: 3 clusters Score -9223768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75324 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9223764.000000 Penalty: 5575.287598
	Iteration 57Q: 3 clusters Score -9223764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75328 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -9223776.000000 Penalty: 5575.287598
	Iteration 58Q: 3 clusters Score -9223776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75330 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9223775.000000 Penalty: 5575.287598
	Iteration 59Q: 3 clusters Score -9223775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75336 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -9223770.000000 Penalty: 5575.287598
	Iteration 60F: 3 clusters Score -9223770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75338 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9223771.000000 Penalty: 5575.287598
	Iteration 61Q: 3 clusters Score -9223771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75341 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -9223780.000000 Penalty: 5575.287598
	Iteration 62Q: 3 clusters Score -9223780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75344 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -9223772.000000 Penalty: 5575.287598
	Iteration 63Q: 3 clusters Score -9223772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75350 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -9223784.000000 Penalty: 5575.287598
	Iteration 64Q: 3 clusters Score -9223784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75358 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9223780.000000 Penalty: 5575.287598
	Iteration 65Q: 3 clusters Score -9223780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75365 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9223774.000000 Penalty: 5575.287598
	Iteration 66Q: 3 clusters Score -9223774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75374 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9223782.000000 Penalty: 5575.287598
	Iteration 67Q: 3 clusters Score -9223782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75383 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9223774.000000 Penalty: 5575.287598
	Iteration 68Q: 3 clusters Score -9223774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75387 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9223789.000000 Penalty: 5575.287598
	Iteration 69Q: 3 clusters Score -9223789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75393 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9223779.000000 Penalty: 5575.287598
	Iteration 70Q: 3 clusters Score -9223779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75394 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9223779.000000 Penalty: 5575.287598
	Iteration 71Q: 3 clusters Score -9223779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75395 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9223780.000000 Penalty: 5575.287598
	Iteration 72Q: 3 clusters Score -9223780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75397 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9223777.000000 Penalty: 5575.287598
	Iteration 73Q: 3 clusters Score -9223777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75398 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9223775.000000 Penalty: 5575.287598
	Iteration 74Q: 3 clusters Score -9223775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75400 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9223776.000000 Penalty: 5575.287598
	Iteration 75Q: 3 clusters Score -9223776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75400 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9223776.000000 Penalty: 5575.287598
	Iteration 76F: 3 clusters Score -9223776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Entering Unmasked Estep 
Score: -3987510.500000 Penalty: 2569.239258
	Iteration 0F: 2 clusters Score -3987510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3965736.500000 Penalty: 5138.478516
	Iteration 0F: 3 clusters Score -3965736 nChanged 14399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3973805.500000 Penalty: 5138.478516
	Iteration 1F: 3 clusters Score -3973806 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -3974270.750000 Penalty: 5138.478516
	Iteration 2Q: 3 clusters Score -3974271 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3974731.500000 Penalty: 5138.478516
	Iteration 3Q: 3 clusters Score -3974732 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -3975217.250000 Penalty: 5138.478516
	Iteration 4Q: 3 clusters Score -3975217 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -3975826.000000 Penalty: 5138.478516
	Iteration 5Q: 3 clusters Score -3975826 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -3976665.750000 Penalty: 5138.478516
	Iteration 6F: 3 clusters Score -3976666 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -3978032.500000 Penalty: 5138.478516
	Iteration 7F: 3 clusters Score -3978032 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -3979924.250000 Penalty: 5138.478516
	Iteration 8F: 3 clusters Score -3979924 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -3981964.000000 Penalty: 5138.478516
	Iteration 9F: 3 clusters Score -3981964 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -3983580.000000 Penalty: 5138.478516
	Iteration 10F: 3 clusters Score -3983580 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -3984529.000000 Penalty: 5138.478516
	Iteration 11Q: 3 clusters Score -3984529 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -3984987.250000 Penalty: 5138.478516
	Iteration 12Q: 3 clusters Score -3984987 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -3985228.250000 Penalty: 5138.478516
	Iteration 13Q: 3 clusters Score -3985228 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -3985381.000000 Penalty: 5138.478516
	Iteration 14Q: 3 clusters Score -3985381 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -3985459.750000 Penalty: 5138.478516
	Iteration 15Q: 3 clusters Score -3985460 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -3985529.750000 Penalty: 5138.478516
	Iteration 16Q: 3 clusters Score -3985530 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -3985578.500000 Penalty: 5138.478516
	Iteration 17Q: 3 clusters Score -3985578 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -3985617.250000 Penalty: 5138.478516
	Iteration 18Q: 3 clusters Score -3985617 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -3985647.500000 Penalty: 5138.478516
	Iteration 19Q: 3 clusters Score -3985648 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -3985668.250000 Penalty: 5138.478516
	Iteration 20F: 3 clusters Score -3985668 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -3985696.000000 Penalty: 5138.478516
	Iteration 21Q: 3 clusters Score -3985696 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -3985708.000000 Penalty: 5138.478516
	Iteration 22Q: 3 clusters Score -3985708 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -3985734.750000 Penalty: 5138.478516
	Iteration 23Q: 3 clusters Score -3985735 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -3985766.500000 Penalty: 5138.478516
	Iteration 24Q: 3 clusters Score -3985766 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -3985774.750000 Penalty: 5138.478516
	Iteration 25Q: 3 clusters Score -3985775 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -3985788.750000 Penalty: 5138.478516
	Iteration 26Q: 3 clusters Score -3985789 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -3985798.750000 Penalty: 5138.478516
	Iteration 27Q: 3 clusters Score -3985799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -3985801.000000 Penalty: 5138.478516
	Iteration 28Q: 3 clusters Score -3985801 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -3985820.500000 Penalty: 5138.478516
	Iteration 29Q: 3 clusters Score -3985820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -3985827.000000 Penalty: 5138.478516
	Iteration 30Q: 3 clusters Score -3985827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -3985834.500000 Penalty: 5138.478516
	Iteration 31Q: 3 clusters Score -3985834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -3985833.250000 Penalty: 5138.478516
	Iteration 32Q: 3 clusters Score -3985833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -3985838.000000 Penalty: 5138.478516
	Iteration 33Q: 3 clusters Score -3985838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -3985843.250000 Penalty: 5138.478516
	Iteration 34Q: 3 clusters Score -3985843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -3985847.500000 Penalty: 5138.478516
	Iteration 35Q: 3 clusters Score -3985848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -3985850.500000 Penalty: 5138.478516
	Iteration 36Q: 3 clusters Score -3985850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -3985847.250000 Penalty: 5138.478516
	Iteration 37Q: 3 clusters Score -3985847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -3985848.250000 Penalty: 5138.478516
	Iteration 38Q: 3 clusters Score -3985848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -3985843.750000 Penalty: 5138.478516
	Iteration 39Q: 3 clusters Score -3985844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -3985848.500000 Penalty: 5138.478516
	Iteration 40F: 3 clusters Score -3985848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -3985847.750000 Penalty: 5138.478516
	Iteration 41Q: 3 clusters Score -3985848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -3985845.500000 Penalty: 5138.478516
	Iteration 42Q: 3 clusters Score -3985846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -3985857.000000 Penalty: 5138.478516
	Iteration 43Q: 3 clusters Score -3985857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -3985859.000000 Penalty: 5138.478516
	Iteration 44Q: 3 clusters Score -3985859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -3985859.000000 Penalty: 5138.478516
	Iteration 45Q: 3 clusters Score -3985859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -3985864.000000 Penalty: 5138.478516
	Iteration 46Q: 3 clusters Score -3985864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -3985871.000000 Penalty: 5138.478516
	Iteration 47Q: 3 clusters Score -3985871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -3985867.250000 Penalty: 5138.478516
	Iteration 48Q: 3 clusters Score -3985867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -3985870.250000 Penalty: 5138.478516
	Iteration 49Q: 3 clusters Score -3985870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -3985870.000000 Penalty: 5138.478516
	Iteration 50Q: 3 clusters Score -3985870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -3985871.500000 Penalty: 5138.478516
	Iteration 51Q: 3 clusters Score -3985872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -3985869.750000 Penalty: 5138.478516
	Iteration 52Q: 3 clusters Score -3985870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -3985870.000000 Penalty: 5138.478516
	Iteration 53Q: 3 clusters Score -3985870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -3985868.750000 Penalty: 5138.478516
	Iteration 54Q: 3 clusters Score -3985869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -3985875.750000 Penalty: 5138.478516
	Iteration 55Q: 3 clusters Score -3985876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -3985878.750000 Penalty: 5138.478516
	Iteration 56Q: 3 clusters Score -3985879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -3985879.000000 Penalty: 5138.478516
	Iteration 57Q: 3 clusters Score -3985879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -3985883.750000 Penalty: 5138.478516
	Iteration 58Q: 3 clusters Score -3985884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -3985881.500000 Penalty: 5138.478516
	Iteration 59Q: 3 clusters Score -3985882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -3985881.500000 Penalty: 5138.478516
	Iteration 60F: 3 clusters Score -3985882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -107079.265625 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -107079.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -105191.328125 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -105191.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -105421.757812 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -105421.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -105478.093750 Penalty: 3390.784668
	Iteration 2Q: 3 clusters Score -105478.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -105521.773438 Penalty: 3390.784668
	Iteration 3Q: 3 clusters Score -105521.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -105540.250000 Penalty: 3390.784668
	Iteration 4Q: 3 clusters Score -105540.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -105549.398438 Penalty: 3390.784668
	Iteration 5Q: 3 clusters Score -105549.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -105568.015625 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -105568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -105578.796875 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -105578.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -105583.773438 Penalty: 3390.784668
	Iteration 8Q: 3 clusters Score -105583.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -105587.554688 Penalty: 3390.784668
	Iteration 9Q: 3 clusters Score -105587.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -105590.625000 Penalty: 3390.784668
	Iteration 10Q: 3 clusters Score -105590.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -105600.828125 Penalty: 3390.784668
	Iteration 11Q: 3 clusters Score -105600.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -105611.609375 Penalty: 3390.784668
	Iteration 12Q: 3 clusters Score -105611.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -105623.281250 Penalty: 3390.784668
	Iteration 13Q: 3 clusters Score -105623.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -105629.125000 Penalty: 3390.784668
	Iteration 14Q: 3 clusters Score -105629.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -105632.109375 Penalty: 3390.784668
	Iteration 15Q: 3 clusters Score -105632.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -105635.937500 Penalty: 3390.784668
	Iteration 16Q: 3 clusters Score -105635.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -105644.132812 Penalty: 3390.784668
	Iteration 17Q: 3 clusters Score -105644.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -105645.570312 Penalty: 3390.784668
	Iteration 18Q: 3 clusters Score -105645.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105646.156250 Penalty: 3390.784668
	Iteration 19Q: 3 clusters Score -105646.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105646.156250 Penalty: 3390.784668
	Iteration 20F: 3 clusters Score -105646.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -83669.531250 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -83669.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82046.257812 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -82046.26 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -82398.710938 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -82398.71 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -82520.382812 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -82520.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -82578.500000 Penalty: 3266.741211
	Iteration 3Q: 3 clusters Score -82578.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -82606.468750 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -82606.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -82619.843750 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -82619.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -82635.023438 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -82635.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -82640.093750 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -82640.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -82641.875000 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -82641.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -82641.875000 Penalty: 3266.741211
	Iteration 9F: 3 clusters Score -82641.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Entering Unmasked Estep 
Score: -2983747.750000 Penalty: 2508.219482
	Iteration 0F: 2 clusters Score -2983748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2966730.750000 Penalty: 5016.438965
	Iteration 0F: 3 clusters Score -2966731 nChanged 10909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2973081.750000 Penalty: 5016.438965
	Iteration 1F: 3 clusters Score -2973082 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2974112.500000 Penalty: 5016.438965
	Iteration 2F: 3 clusters Score -2974112 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2975293.500000 Penalty: 5016.438965
	Iteration 3F: 3 clusters Score -2975294 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2976479.250000 Penalty: 5016.438965
	Iteration 4F: 3 clusters Score -2976479 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2977730.000000 Penalty: 5016.438965
	Iteration 5F: 3 clusters Score -2977730 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2978942.250000 Penalty: 5016.438965
	Iteration 6F: 3 clusters Score -2978942 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2980054.500000 Penalty: 5016.438965
	Iteration 7F: 3 clusters Score -2980054 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -2980954.500000 Penalty: 5016.438965
	Iteration 8Q: 3 clusters Score -2980954 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2981508.250000 Penalty: 5016.438965
	Iteration 9Q: 3 clusters Score -2981508 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -2981850.750000 Penalty: 5016.438965
	Iteration 10Q: 3 clusters Score -2981851 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -2982071.750000 Penalty: 5016.438965
	Iteration 11Q: 3 clusters Score -2982072 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -2982192.250000 Penalty: 5016.438965
	Iteration 12Q: 3 clusters Score -2982192 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -2982266.500000 Penalty: 5016.438965
	Iteration 13Q: 3 clusters Score -2982266 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -2982319.750000 Penalty: 5016.438965
	Iteration 14Q: 3 clusters Score -2982320 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -2982349.250000 Penalty: 5016.438965
	Iteration 15Q: 3 clusters Score -2982349 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -2982369.750000 Penalty: 5016.438965
	Iteration 16Q: 3 clusters Score -2982370 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -2982401.750000 Penalty: 5016.438965
	Iteration 17Q: 3 clusters Score -2982402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -2982416.000000 Penalty: 5016.438965
	Iteration 18Q: 3 clusters Score -2982416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -2982431.250000 Penalty: 5016.438965
	Iteration 19Q: 3 clusters Score -2982431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -2982432.750000 Penalty: 5016.438965
	Iteration 20F: 3 clusters Score -2982433 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -2982445.750000 Penalty: 5016.438965
	Iteration 21Q: 3 clusters Score -2982446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -2982455.250000 Penalty: 5016.438965
	Iteration 22Q: 3 clusters Score -2982455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -2982459.000000 Penalty: 5016.438965
	Iteration 23Q: 3 clusters Score -2982459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -2982457.500000 Penalty: 5016.438965
	Iteration 24Q: 3 clusters Score -2982458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -2982459.500000 Penalty: 5016.438965
	Iteration 25Q: 3 clusters Score -2982460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -2982465.750000 Penalty: 5016.438965
	Iteration 26Q: 3 clusters Score -2982466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -2982464.500000 Penalty: 5016.438965
	Iteration 27Q: 3 clusters Score -2982464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -2982467.250000 Penalty: 5016.438965
	Iteration 28Q: 3 clusters Score -2982467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -2982464.750000 Penalty: 5016.438965
	Iteration 29Q: 3 clusters Score -2982465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -2982465.250000 Penalty: 5016.438965
	Iteration 30Q: 3 clusters Score -2982465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -2982464.750000 Penalty: 5016.438965
	Iteration 31Q: 3 clusters Score -2982465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -2982467.500000 Penalty: 5016.438965
	Iteration 32Q: 3 clusters Score -2982468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -2982472.750000 Penalty: 5016.438965
	Iteration 33Q: 3 clusters Score -2982473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -2982473.000000 Penalty: 5016.438965
	Iteration 34Q: 3 clusters Score -2982473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -2982472.250000 Penalty: 5016.438965
	Iteration 35Q: 3 clusters Score -2982472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -2982471.500000 Penalty: 5016.438965
	Iteration 36Q: 3 clusters Score -2982472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -2982475.250000 Penalty: 5016.438965
	Iteration 37Q: 3 clusters Score -2982475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -2982473.000000 Penalty: 5016.438965
	Iteration 38Q: 3 clusters Score -2982473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -2982472.750000 Penalty: 5016.438965
	Iteration 39Q: 3 clusters Score -2982473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -2982473.500000 Penalty: 5016.438965
	Iteration 40F: 3 clusters Score -2982474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -2982470.000000 Penalty: 5016.438965
	Iteration 41Q: 3 clusters Score -2982470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -2982473.750000 Penalty: 5016.438965
	Iteration 42Q: 3 clusters Score -2982474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -2982475.250000 Penalty: 5016.438965
	Iteration 43Q: 3 clusters Score -2982475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -2982487.250000 Penalty: 5016.438965
	Iteration 44Q: 3 clusters Score -2982487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -2982489.500000 Penalty: 5016.438965
	Iteration 45Q: 3 clusters Score -2982490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -2982489.250000 Penalty: 5016.438965
	Iteration 46Q: 3 clusters Score -2982489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -2982486.750000 Penalty: 5016.438965
	Iteration 47Q: 3 clusters Score -2982487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -2982489.250000 Penalty: 5016.438965
	Iteration 48Q: 3 clusters Score -2982489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -2982489.000000 Penalty: 5016.438965
	Iteration 49Q: 3 clusters Score -2982489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -2982485.750000 Penalty: 5016.438965
	Iteration 50Q: 3 clusters Score -2982486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -2982485.750000 Penalty: 5016.438965
	Iteration 51F: 3 clusters Score -2982486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Entering Unmasked Estep 
Score: -350881.468750 Penalty: 1992.989990
	Iteration 0F: 2 clusters Score -350881.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -347599.187500 Penalty: 3985.979980
	Iteration 0F: 3 clusters Score -347599.2 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -348296.343750 Penalty: 3985.979980
	Iteration 1F: 3 clusters Score -348296.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -348505.687500 Penalty: 3985.979980
	Iteration 2F: 3 clusters Score -348505.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -348678.250000 Penalty: 3985.979980
	Iteration 3F: 3 clusters Score -348678.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -348835.968750 Penalty: 3985.979980
	Iteration 4F: 3 clusters Score -348836 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -348974.531250 Penalty: 3985.979980
	Iteration 5Q: 3 clusters Score -348974.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -349082.906250 Penalty: 3985.979980
	Iteration 6Q: 3 clusters Score -349082.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -349160.406250 Penalty: 3985.979980
	Iteration 7Q: 3 clusters Score -349160.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -349214.687500 Penalty: 3985.979980
	Iteration 8Q: 3 clusters Score -349214.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -349265.125000 Penalty: 3985.979980
	Iteration 9Q: 3 clusters Score -349265.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -349295.500000 Penalty: 3985.979980
	Iteration 10Q: 3 clusters Score -349295.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -349324.906250 Penalty: 3985.979980
	Iteration 11Q: 3 clusters Score -349324.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -349346.187500 Penalty: 3985.979980
	Iteration 12Q: 3 clusters Score -349346.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -349361.062500 Penalty: 3985.979980
	Iteration 13Q: 3 clusters Score -349361.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -349373.343750 Penalty: 3985.979980
	Iteration 14Q: 3 clusters Score -349373.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -349381.062500 Penalty: 3985.979980
	Iteration 15Q: 3 clusters Score -349381.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -349388.562500 Penalty: 3985.979980
	Iteration 16Q: 3 clusters Score -349388.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -349399.937500 Penalty: 3985.979980
	Iteration 17Q: 3 clusters Score -349399.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -349407.968750 Penalty: 3985.979980
	Iteration 18Q: 3 clusters Score -349408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -349412.875000 Penalty: 3985.979980
	Iteration 19Q: 3 clusters Score -349412.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -349417.500000 Penalty: 3985.979980
	Iteration 20F: 3 clusters Score -349417.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -349424.937500 Penalty: 3985.979980
	Iteration 21Q: 3 clusters Score -349424.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -349431.187500 Penalty: 3985.979980
	Iteration 22Q: 3 clusters Score -349431.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -349438.843750 Penalty: 3985.979980
	Iteration 23Q: 3 clusters Score -349438.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -349445.375000 Penalty: 3985.979980
	Iteration 24Q: 3 clusters Score -349445.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -349453.593750 Penalty: 3985.979980
	Iteration 25Q: 3 clusters Score -349453.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -349460.687500 Penalty: 3985.979980
	Iteration 26Q: 3 clusters Score -349460.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -349469.312500 Penalty: 3985.979980
	Iteration 27Q: 3 clusters Score -349469.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -349486.718750 Penalty: 3985.979980
	Iteration 28Q: 3 clusters Score -349486.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -349508.687500 Penalty: 3985.979980
	Iteration 29Q: 3 clusters Score -349508.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -349522.218750 Penalty: 3985.979980
	Iteration 30Q: 3 clusters Score -349522.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -349532.843750 Penalty: 3985.979980
	Iteration 31Q: 3 clusters Score -349532.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -349539.156250 Penalty: 3985.979980
	Iteration 32Q: 3 clusters Score -349539.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -349541.687500 Penalty: 3985.979980
	Iteration 33Q: 3 clusters Score -349541.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -349547.062500 Penalty: 3985.979980
	Iteration 34Q: 3 clusters Score -349547.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -349552.750000 Penalty: 3985.979980
	Iteration 35Q: 3 clusters Score -349552.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -349560.468750 Penalty: 3985.979980
	Iteration 36Q: 3 clusters Score -349560.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -349567.218750 Penalty: 3985.979980
	Iteration 37Q: 3 clusters Score -349567.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -349572.718750 Penalty: 3985.979980
	Iteration 38Q: 3 clusters Score -349572.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -349580.250000 Penalty: 3985.979980
	Iteration 39Q: 3 clusters Score -349580.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -349584.312500 Penalty: 3985.979980
	Iteration 40F: 3 clusters Score -349584.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -349585.281250 Penalty: 3985.979980
	Iteration 41Q: 3 clusters Score -349585.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -349588.312500 Penalty: 3985.979980
	Iteration 42Q: 3 clusters Score -349588.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -349588.718750 Penalty: 3985.979980
	Iteration 43Q: 3 clusters Score -349588.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -349589.562500 Penalty: 3985.979980
	Iteration 44Q: 3 clusters Score -349589.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -349589.562500 Penalty: 3985.979980
	Iteration 45F: 3 clusters Score -349589.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Entering Unmasked Estep 
Score: -2399015.750000 Penalty: 2452.404785
	Iteration 0F: 2 clusters Score -2399016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2384986.500000 Penalty: 4904.809570
	Iteration 0F: 3 clusters Score -2384986 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2389760.000000 Penalty: 4904.809570
	Iteration 1F: 3 clusters Score -2389760 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2390319.250000 Penalty: 4904.809570
	Iteration 2F: 3 clusters Score -2390319 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2390829.000000 Penalty: 4904.809570
	Iteration 3F: 3 clusters Score -2390829 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2391325.750000 Penalty: 4904.809570
	Iteration 4F: 3 clusters Score -2391326 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2391814.500000 Penalty: 4904.809570
	Iteration 5F: 3 clusters Score -2391814 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2392266.250000 Penalty: 4904.809570
	Iteration 6Q: 3 clusters Score -2392266 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2392676.500000 Penalty: 4904.809570
	Iteration 7Q: 3 clusters Score -2392676 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2393064.250000 Penalty: 4904.809570
	Iteration 8Q: 3 clusters Score -2393064 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2393446.250000 Penalty: 4904.809570
	Iteration 9Q: 3 clusters Score -2393446 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2393825.000000 Penalty: 4904.809570
	Iteration 10Q: 3 clusters Score -2393825 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2394105.000000 Penalty: 4904.809570
	Iteration 11Q: 3 clusters Score -2394105 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2394330.500000 Penalty: 4904.809570
	Iteration 12Q: 3 clusters Score -2394330 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2394505.750000 Penalty: 4904.809570
	Iteration 13Q: 3 clusters Score -2394506 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2394626.500000 Penalty: 4904.809570
	Iteration 14Q: 3 clusters Score -2394626 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2394719.250000 Penalty: 4904.809570
	Iteration 15Q: 3 clusters Score -2394719 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2394816.000000 Penalty: 4904.809570
	Iteration 16Q: 3 clusters Score -2394816 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2394908.500000 Penalty: 4904.809570
	Iteration 17Q: 3 clusters Score -2394908 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2394994.000000 Penalty: 4904.809570
	Iteration 18Q: 3 clusters Score -2394994 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2395109.000000 Penalty: 4904.809570
	Iteration 19Q: 3 clusters Score -2395109 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2395226.250000 Penalty: 4904.809570
	Iteration 20F: 3 clusters Score -2395226 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2395336.000000 Penalty: 4904.809570
	Iteration 21Q: 3 clusters Score -2395336 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2395447.250000 Penalty: 4904.809570
	Iteration 22Q: 3 clusters Score -2395447 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2395553.750000 Penalty: 4904.809570
	Iteration 23Q: 3 clusters Score -2395554 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2395654.250000 Penalty: 4904.809570
	Iteration 24Q: 3 clusters Score -2395654 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2395752.500000 Penalty: 4904.809570
	Iteration 25Q: 3 clusters Score -2395752 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2395873.500000 Penalty: 4904.809570
	Iteration 26Q: 3 clusters Score -2395874 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2396010.250000 Penalty: 4904.809570
	Iteration 27Q: 3 clusters Score -2396010 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2396121.750000 Penalty: 4904.809570
	Iteration 28Q: 3 clusters Score -2396122 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2396216.500000 Penalty: 4904.809570
	Iteration 29Q: 3 clusters Score -2396216 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2396289.750000 Penalty: 4904.809570
	Iteration 30Q: 3 clusters Score -2396290 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2396361.250000 Penalty: 4904.809570
	Iteration 31Q: 3 clusters Score -2396361 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2396420.500000 Penalty: 4904.809570
	Iteration 32Q: 3 clusters Score -2396420 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2396471.500000 Penalty: 4904.809570
	Iteration 33Q: 3 clusters Score -2396472 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2396507.000000 Penalty: 4904.809570
	Iteration 34Q: 3 clusters Score -2396507 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2396541.250000 Penalty: 4904.809570
	Iteration 35Q: 3 clusters Score -2396541 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2396575.500000 Penalty: 4904.809570
	Iteration 36Q: 3 clusters Score -2396576 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2396606.250000 Penalty: 4904.809570
	Iteration 37Q: 3 clusters Score -2396606 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2396646.500000 Penalty: 4904.809570
	Iteration 38Q: 3 clusters Score -2396646 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2396673.500000 Penalty: 4904.809570
	Iteration 39Q: 3 clusters Score -2396674 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2396693.500000 Penalty: 4904.809570
	Iteration 40F: 3 clusters Score -2396694 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -2396734.750000 Penalty: 4904.809570
	Iteration 41Q: 3 clusters Score -2396735 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2396748.750000 Penalty: 4904.809570
	Iteration 42Q: 3 clusters Score -2396749 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2396766.250000 Penalty: 4904.809570
	Iteration 43Q: 3 clusters Score -2396766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2396779.500000 Penalty: 4904.809570
	Iteration 44Q: 3 clusters Score -2396780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2396786.500000 Penalty: 4904.809570
	Iteration 45Q: 3 clusters Score -2396786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2396794.250000 Penalty: 4904.809570
	Iteration 46Q: 3 clusters Score -2396794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2396804.000000 Penalty: 4904.809570
	Iteration 47Q: 3 clusters Score -2396804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2396818.500000 Penalty: 4904.809570
	Iteration 48Q: 3 clusters Score -2396818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2396820.750000 Penalty: 4904.809570
	Iteration 49Q: 3 clusters Score -2396821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2396824.750000 Penalty: 4904.809570
	Iteration 50Q: 3 clusters Score -2396825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2396826.750000 Penalty: 4904.809570
	Iteration 51Q: 3 clusters Score -2396827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2396837.750000 Penalty: 4904.809570
	Iteration 52Q: 3 clusters Score -2396838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2396840.500000 Penalty: 4904.809570
	Iteration 53Q: 3 clusters Score -2396840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2396852.750000 Penalty: 4904.809570
	Iteration 54Q: 3 clusters Score -2396853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2396858.500000 Penalty: 4904.809570
	Iteration 55Q: 3 clusters Score -2396858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2396862.500000 Penalty: 4904.809570
	Iteration 56Q: 3 clusters Score -2396862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2396872.500000 Penalty: 4904.809570
	Iteration 57Q: 3 clusters Score -2396872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2396881.750000 Penalty: 4904.809570
	Iteration 58Q: 3 clusters Score -2396882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2396884.500000 Penalty: 4904.809570
	Iteration 59Q: 3 clusters Score -2396884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2396897.250000 Penalty: 4904.809570
	Iteration 60F: 3 clusters Score -2396897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2396900.250000 Penalty: 4904.809570
	Iteration 61Q: 3 clusters Score -2396900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2396905.750000 Penalty: 4904.809570
	Iteration 62Q: 3 clusters Score -2396906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2396909.000000 Penalty: 4904.809570
	Iteration 63Q: 3 clusters Score -2396909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2396905.500000 Penalty: 4904.809570
	Iteration 64Q: 3 clusters Score -2396906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2396906.250000 Penalty: 4904.809570
	Iteration 65Q: 3 clusters Score -2396906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2396904.250000 Penalty: 4904.809570
	Iteration 66Q: 3 clusters Score -2396904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2396904.250000 Penalty: 4904.809570
	Iteration 67F: 3 clusters Score -2396904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Entering Unmasked Estep 
Score: -1270364.750000 Penalty: 2300.665283
	Iteration 0F: 2 clusters Score -1270365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1262226.250000 Penalty: 4601.330566
	Iteration 0F: 3 clusters Score -1262226 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1264664.875000 Penalty: 4601.330566
	Iteration 1F: 3 clusters Score -1264665 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1265064.000000 Penalty: 4601.330566
	Iteration 2F: 3 clusters Score -1265064 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1265356.375000 Penalty: 4601.330566
	Iteration 3F: 3 clusters Score -1265356 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1265648.375000 Penalty: 4601.330566
	Iteration 4Q: 3 clusters Score -1265648 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1265954.625000 Penalty: 4601.330566
	Iteration 5Q: 3 clusters Score -1265955 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1266268.500000 Penalty: 4601.330566
	Iteration 6Q: 3 clusters Score -1266268 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1266559.750000 Penalty: 4601.330566
	Iteration 7Q: 3 clusters Score -1266560 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1266854.750000 Penalty: 4601.330566
	Iteration 8Q: 3 clusters Score -1266855 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1267150.875000 Penalty: 4601.330566
	Iteration 9Q: 3 clusters Score -1267151 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1267436.125000 Penalty: 4601.330566
	Iteration 10Q: 3 clusters Score -1267436 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1267696.000000 Penalty: 4601.330566
	Iteration 11Q: 3 clusters Score -1267696 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1267904.375000 Penalty: 4601.330566
	Iteration 12Q: 3 clusters Score -1267904 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1268074.500000 Penalty: 4601.330566
	Iteration 13Q: 3 clusters Score -1268074 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1268215.625000 Penalty: 4601.330566
	Iteration 14Q: 3 clusters Score -1268216 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1268318.000000 Penalty: 4601.330566
	Iteration 15Q: 3 clusters Score -1268318 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1268381.500000 Penalty: 4601.330566
	Iteration 16Q: 3 clusters Score -1268382 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1268423.250000 Penalty: 4601.330566
	Iteration 17Q: 3 clusters Score -1268423 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1268458.625000 Penalty: 4601.330566
	Iteration 18Q: 3 clusters Score -1268459 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1268491.375000 Penalty: 4601.330566
	Iteration 19Q: 3 clusters Score -1268491 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1268516.375000 Penalty: 4601.330566
	Iteration 20F: 3 clusters Score -1268516 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1268541.875000 Penalty: 4601.330566
	Iteration 21Q: 3 clusters Score -1268542 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1268560.125000 Penalty: 4601.330566
	Iteration 22Q: 3 clusters Score -1268560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1268576.500000 Penalty: 4601.330566
	Iteration 23Q: 3 clusters Score -1268576 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1268591.125000 Penalty: 4601.330566
	Iteration 24Q: 3 clusters Score -1268591 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1268607.625000 Penalty: 4601.330566
	Iteration 25Q: 3 clusters Score -1268608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1268616.125000 Penalty: 4601.330566
	Iteration 26Q: 3 clusters Score -1268616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1268624.750000 Penalty: 4601.330566
	Iteration 27Q: 3 clusters Score -1268625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1268625.750000 Penalty: 4601.330566
	Iteration 28Q: 3 clusters Score -1268626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1268628.250000 Penalty: 4601.330566
	Iteration 29Q: 3 clusters Score -1268628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1268631.000000 Penalty: 4601.330566
	Iteration 30Q: 3 clusters Score -1268631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1268631.750000 Penalty: 4601.330566
	Iteration 31Q: 3 clusters Score -1268632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1268628.875000 Penalty: 4601.330566
	Iteration 32Q: 3 clusters Score -1268629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1268630.750000 Penalty: 4601.330566
	Iteration 33Q: 3 clusters Score -1268631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1268632.500000 Penalty: 4601.330566
	Iteration 34Q: 3 clusters Score -1268632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1268634.375000 Penalty: 4601.330566
	Iteration 35Q: 3 clusters Score -1268634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1268634.875000 Penalty: 4601.330566
	Iteration 36Q: 3 clusters Score -1268635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1268636.375000 Penalty: 4601.330566
	Iteration 37Q: 3 clusters Score -1268636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1268637.250000 Penalty: 4601.330566
	Iteration 38Q: 3 clusters Score -1268637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1268638.250000 Penalty: 4601.330566
	Iteration 39Q: 3 clusters Score -1268638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1268638.750000 Penalty: 4601.330566
	Iteration 40F: 3 clusters Score -1268639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1268641.000000 Penalty: 4601.330566
	Iteration 41Q: 3 clusters Score -1268641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1268640.500000 Penalty: 4601.330566
	Iteration 42Q: 3 clusters Score -1268640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1268640.500000 Penalty: 4601.330566
	Iteration 43Q: 3 clusters Score -1268640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1268643.125000 Penalty: 4601.330566
	Iteration 44Q: 3 clusters Score -1268643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1268645.750000 Penalty: 4601.330566
	Iteration 45Q: 3 clusters Score -1268646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1268647.125000 Penalty: 4601.330566
	Iteration 46Q: 3 clusters Score -1268647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1268649.125000 Penalty: 4601.330566
	Iteration 47Q: 3 clusters Score -1268649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1268648.250000 Penalty: 4601.330566
	Iteration 48Q: 3 clusters Score -1268648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1268650.625000 Penalty: 4601.330566
	Iteration 49Q: 3 clusters Score -1268651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1268648.625000 Penalty: 4601.330566
	Iteration 50Q: 3 clusters Score -1268649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1268650.125000 Penalty: 4601.330566
	Iteration 51Q: 3 clusters Score -1268650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1268648.875000 Penalty: 4601.330566
	Iteration 52Q: 3 clusters Score -1268649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1268648.875000 Penalty: 4601.330566
	Iteration 53F: 3 clusters Score -1268649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (32647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Entering Unmasked Estep 
Score: -4079914.250000 Penalty: 2577.590088
	Iteration 0F: 2 clusters Score -4079914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -4057677.000000 Penalty: 5155.180176
	Iteration 0F: 3 clusters Score -4057677 nChanged 14723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -4065643.500000 Penalty: 5155.180176
	Iteration 1F: 3 clusters Score -4065644 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -4066117.500000 Penalty: 5155.180176
	Iteration 2Q: 3 clusters Score -4066118 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -4066584.250000 Penalty: 5155.180176
	Iteration 3Q: 3 clusters Score -4066584 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -4067065.500000 Penalty: 5155.180176
	Iteration 4Q: 3 clusters Score -4067066 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -4067636.250000 Penalty: 5155.180176
	Iteration 5Q: 3 clusters Score -4067636 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -4068394.000000 Penalty: 5155.180176
	Iteration 6Q: 3 clusters Score -4068394 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -4069503.250000 Penalty: 5155.180176
	Iteration 7F: 3 clusters Score -4069503 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -4070965.000000 Penalty: 5155.180176
	Iteration 8F: 3 clusters Score -4070965 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -4072703.750000 Penalty: 5155.180176
	Iteration 9F: 3 clusters Score -4072704 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -4074509.250000 Penalty: 5155.180176
	Iteration 10F: 3 clusters Score -4074509 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -4075856.000000 Penalty: 5155.180176
	Iteration 11Q: 3 clusters Score -4075856 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -4076731.500000 Penalty: 5155.180176
	Iteration 12Q: 3 clusters Score -4076732 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -4077205.250000 Penalty: 5155.180176
	Iteration 13Q: 3 clusters Score -4077205 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -4077462.000000 Penalty: 5155.180176
	Iteration 14Q: 3 clusters Score -4077462 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -4077587.000000 Penalty: 5155.180176
	Iteration 15Q: 3 clusters Score -4077587 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -4077652.000000 Penalty: 5155.180176
	Iteration 16Q: 3 clusters Score -4077652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -4077702.750000 Penalty: 5155.180176
	Iteration 17Q: 3 clusters Score -4077703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -4077726.750000 Penalty: 5155.180176
	Iteration 18Q: 3 clusters Score -4077727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -4077757.250000 Penalty: 5155.180176
	Iteration 19Q: 3 clusters Score -4077757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -4077773.250000 Penalty: 5155.180176
	Iteration 20F: 3 clusters Score -4077773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -4077786.000000 Penalty: 5155.180176
	Iteration 21Q: 3 clusters Score -4077786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -4077790.250000 Penalty: 5155.180176
	Iteration 22Q: 3 clusters Score -4077790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -4077794.750000 Penalty: 5155.180176
	Iteration 23Q: 3 clusters Score -4077795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -4077800.500000 Penalty: 5155.180176
	Iteration 24Q: 3 clusters Score -4077800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -4077804.750000 Penalty: 5155.180176
	Iteration 25Q: 3 clusters Score -4077805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -4077804.250000 Penalty: 5155.180176
	Iteration 26Q: 3 clusters Score -4077804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -4077803.000000 Penalty: 5155.180176
	Iteration 27Q: 3 clusters Score -4077803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -4077805.500000 Penalty: 5155.180176
	Iteration 28Q: 3 clusters Score -4077806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -4077805.500000 Penalty: 5155.180176
	Iteration 29F: 3 clusters Score -4077806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -39192.593750 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -39192.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37836.449219 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -37836.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37987.148438 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -37987.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38038.910156 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -38038.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38062.347656 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -38062.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38066.140625 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -38066.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38066.140625 Penalty: 2913.965820
	Iteration 5F: 3 clusters Score -38066.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -86631.343750 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -86631.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84901.109375 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -84901.11 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -85126.515625 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -85126.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85182.984375 Penalty: 3282.231934
	Iteration 2Q: 3 clusters Score -85182.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -85212.906250 Penalty: 3282.231934
	Iteration 3Q: 3 clusters Score -85212.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -85226.789062 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -85226.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -85233.296875 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -85233.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -85236.492188 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -85236.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -85239.945312 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -85239.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -85241.210938 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -85241.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -85244.125000 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -85244.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85245.648438 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -85245.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85245.648438 Penalty: 3282.231934
	Iteration 11F: 3 clusters Score -85245.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (296423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296423 members 
Entering Unmasked Estep 
Score: -36768584.000000 Penalty: 3124.686523
	Iteration 0F: 2 clusters Score -3.676858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148187 members 
Mstep: Class 2 contains 148236 members 
Entering Unmasked Estep 
Score: -36585564.000000 Penalty: 6249.373047
	Iteration 0F: 3 clusters Score -3.658556e+07 nChanged 143766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150497 members 
Mstep: Class 2 contains 145926 members 
Entering Unmasked Estep 
Score: -36670428.000000 Penalty: 6249.373047
	Iteration 1F: 3 clusters Score -3.667043e+07 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151141 members 
Mstep: Class 2 contains 145282 members 
Entering Unmasked Estep 
Score: -36671852.000000 Penalty: 6249.373047
	Iteration 2Q: 3 clusters Score -3.667185e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152136 members 
Mstep: Class 2 contains 144287 members 
Entering Unmasked Estep 
Score: -36673692.000000 Penalty: 6249.373047
	Iteration 3Q: 3 clusters Score -3.667369e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153443 members 
Mstep: Class 2 contains 142980 members 
Entering Unmasked Estep 
Score: -36677176.000000 Penalty: 6249.373047
	Iteration 4Q: 3 clusters Score -3.667718e+07 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154564 members 
Mstep: Class 2 contains 141859 members 
Entering Unmasked Estep 
Score: -36682160.000000 Penalty: 6249.373047
	Iteration 5Q: 3 clusters Score -3.668216e+07 nChanged 13583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155169 members 
Mstep: Class 2 contains 141254 members 
Entering Unmasked Estep 
Score: -36689392.000000 Penalty: 6249.373047
	Iteration 6Q: 3 clusters Score -3.668939e+07 nChanged 17036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154399 members 
Mstep: Class 2 contains 142024 members 
Entering Unmasked Estep 
Score: -36701088.000000 Penalty: 6249.373047
	Iteration 7F: 3 clusters Score -3.670109e+07 nChanged 20895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151718 members 
Mstep: Class 2 contains 144705 members 
Entering Unmasked Estep 
Score: -36717836.000000 Penalty: 6249.373047
	Iteration 8F: 3 clusters Score -3.671784e+07 nChanged 22425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147419 members 
Mstep: Class 2 contains 149004 members 
Entering Unmasked Estep 
Score: -36735536.000000 Penalty: 6249.373047
	Iteration 9F: 3 clusters Score -3.673554e+07 nChanged 18781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143266 members 
Mstep: Class 2 contains 153157 members 
Entering Unmasked Estep 
Score: -36746460.000000 Penalty: 6249.373047
	Iteration 10F: 3 clusters Score -3.674646e+07 nChanged 11794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140104 members 
Mstep: Class 2 contains 156319 members 
Entering Unmasked Estep 
Score: -36750324.000000 Penalty: 6249.373047
	Iteration 11Q: 3 clusters Score -3.675032e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137395 members 
Mstep: Class 2 contains 159028 members 
Entering Unmasked Estep 
Score: -36752692.000000 Penalty: 6249.373047
	Iteration 12Q: 3 clusters Score -3.675269e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134893 members 
Mstep: Class 2 contains 161530 members 
Entering Unmasked Estep 
Score: -36754864.000000 Penalty: 6249.373047
	Iteration 13Q: 3 clusters Score -3.675486e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132067 members 
Mstep: Class 2 contains 164356 members 
Entering Unmasked Estep 
Score: -36756704.000000 Penalty: 6249.373047
	Iteration 14Q: 3 clusters Score -3.67567e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129089 members 
Mstep: Class 2 contains 167334 members 
Entering Unmasked Estep 
Score: -36758872.000000 Penalty: 6249.373047
	Iteration 15Q: 3 clusters Score -3.675887e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126298 members 
Mstep: Class 2 contains 170125 members 
Entering Unmasked Estep 
Score: -36760556.000000 Penalty: 6249.373047
	Iteration 16Q: 3 clusters Score -3.676056e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123380 members 
Mstep: Class 2 contains 173043 members 
Entering Unmasked Estep 
Score: -36761860.000000 Penalty: 6249.373047
	Iteration 17Q: 3 clusters Score -3.676186e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120418 members 
Mstep: Class 2 contains 176005 members 
Entering Unmasked Estep 
Score: -36762672.000000 Penalty: 6249.373047
	Iteration 18Q: 3 clusters Score -3.676267e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117417 members 
Mstep: Class 2 contains 179006 members 
Entering Unmasked Estep 
Score: -36763420.000000 Penalty: 6249.373047
	Iteration 19Q: 3 clusters Score -3.676342e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114259 members 
Mstep: Class 2 contains 182164 members 
Entering Unmasked Estep 
Score: -36764024.000000 Penalty: 6249.373047
	Iteration 20F: 3 clusters Score -3.676402e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111035 members 
Mstep: Class 2 contains 185388 members 
Entering Unmasked Estep 
Score: -36764200.000000 Penalty: 6249.373047
	Iteration 21Q: 3 clusters Score -3.67642e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107432 members 
Mstep: Class 2 contains 188991 members 
Entering Unmasked Estep 
Score: -36764640.000000 Penalty: 6249.373047
	Iteration 22Q: 3 clusters Score -3.676464e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103578 members 
Mstep: Class 2 contains 192845 members 
Entering Unmasked Estep 
Score: -36764852.000000 Penalty: 6249.373047
	Iteration 23Q: 3 clusters Score -3.676485e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99487 members 
Mstep: Class 2 contains 196936 members 
Entering Unmasked Estep 
Score: -36765072.000000 Penalty: 6249.373047
	Iteration 24Q: 3 clusters Score -3.676507e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95220 members 
Mstep: Class 2 contains 201203 members 
Entering Unmasked Estep 
Score: -36765492.000000 Penalty: 6249.373047
	Iteration 25Q: 3 clusters Score -3.676549e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90489 members 
Mstep: Class 2 contains 205934 members 
Entering Unmasked Estep 
Score: -36765748.000000 Penalty: 6249.373047
	Iteration 26Q: 3 clusters Score -3.676575e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85561 members 
Mstep: Class 2 contains 210862 members 
Entering Unmasked Estep 
Score: -36765916.000000 Penalty: 6249.373047
	Iteration 27Q: 3 clusters Score -3.676592e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 215972 members 
Entering Unmasked Estep 
Score: -36766204.000000 Penalty: 6249.373047
	Iteration 28Q: 3 clusters Score -3.67662e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75108 members 
Mstep: Class 2 contains 221315 members 
Entering Unmasked Estep 
Score: -36766300.000000 Penalty: 6249.373047
	Iteration 29Q: 3 clusters Score -3.67663e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69164 members 
Mstep: Class 2 contains 227259 members 
Entering Unmasked Estep 
Score: -36766572.000000 Penalty: 6249.373047
	Iteration 30Q: 3 clusters Score -3.676657e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62873 members 
Mstep: Class 2 contains 233550 members 
Entering Unmasked Estep 
Score: -36767288.000000 Penalty: 6249.373047
	Iteration 31Q: 3 clusters Score -3.676729e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 239841 members 
Entering Unmasked Estep 
Score: -36767796.000000 Penalty: 6249.373047
	Iteration 32Q: 3 clusters Score -3.67678e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 245901 members 
Entering Unmasked Estep 
Score: -36768260.000000 Penalty: 6249.373047
	Iteration 33Q: 3 clusters Score -3.676826e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 251982 members 
Entering Unmasked Estep 
Score: -36768924.000000 Penalty: 6249.373047
	Iteration 34Q: 3 clusters Score -3.676892e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 257392 members 
Entering Unmasked Estep 
Score: -36769032.000000 Penalty: 6249.373047
	Iteration 35Q: 3 clusters Score -3.676903e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 262116 members 
Entering Unmasked Estep 
Score: -36768956.000000 Penalty: 6249.373047
	Iteration 36Q: 3 clusters Score -3.676896e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 265437 members 
Entering Unmasked Estep 
Score: -36768288.000000 Penalty: 6249.373047
	Iteration 37Q: 3 clusters Score -3.676829e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 267305 members 
Entering Unmasked Estep 
Score: -36767812.000000 Penalty: 6249.373047
	Iteration 38Q: 3 clusters Score -3.676781e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 268165 members 
Entering Unmasked Estep 
Score: -36767496.000000 Penalty: 6249.373047
	Iteration 39Q: 3 clusters Score -3.67675e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 268507 members 
Entering Unmasked Estep 
Score: -36769784.000000 Penalty: 6249.373047
	Iteration 40F: 3 clusters Score -3.676978e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 274412 members 
Entering Unmasked Estep 
Score: -36769716.000000 Penalty: 6249.373047
	Iteration 41Q: 3 clusters Score -3.676972e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 279322 members 
Entering Unmasked Estep 
Score: -36769596.000000 Penalty: 6249.373047
	Iteration 42Q: 3 clusters Score -3.67696e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 283465 members 
Entering Unmasked Estep 
Score: -36769340.000000 Penalty: 6249.373047
	Iteration 43Q: 3 clusters Score -3.676934e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 286708 members 
Entering Unmasked Estep 
Score: -36768772.000000 Penalty: 6249.373047
	Iteration 44Q: 3 clusters Score -3.676877e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 289179 members 
Entering Unmasked Estep 
Score: -36768504.000000 Penalty: 6249.373047
	Iteration 45Q: 3 clusters Score -3.67685e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 290982 members 
Entering Unmasked Estep 
Score: -36768344.000000 Penalty: 6249.373047
	Iteration 46Q: 3 clusters Score -3.676834e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 292317 members 
Entering Unmasked Estep 
Score: -36768152.000000 Penalty: 6249.373047
	Iteration 47Q: 3 clusters Score -3.676815e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 293251 members 
Entering Unmasked Estep 
Score: -36767748.000000 Penalty: 6249.373047
	Iteration 48Q: 3 clusters Score -3.676775e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 293910 members 
Entering Unmasked Estep 
Score: -36767488.000000 Penalty: 6249.373047
	Iteration 49Q: 3 clusters Score -3.676749e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 294365 members 
Entering Unmasked Estep 
Score: -36767296.000000 Penalty: 6249.373047
	Iteration 50Q: 3 clusters Score -3.67673e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 294697 members 
Entering Unmasked Estep 
Score: -36767164.000000 Penalty: 6249.373047
	Iteration 51Q: 3 clusters Score -3.676716e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 294933 members 
Entering Unmasked Estep 
Score: -36767060.000000 Penalty: 6249.373047
	Iteration 52Q: 3 clusters Score -3.676706e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 295098 members 
Entering Unmasked Estep 
Score: -36766984.000000 Penalty: 6249.373047
	Iteration 53Q: 3 clusters Score -3.676698e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 295224 members 
Entering Unmasked Estep 
Score: -36766936.000000 Penalty: 6249.373047
	Iteration 54Q: 3 clusters Score -3.676694e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 295316 members 
Entering Unmasked Estep 
Score: -36766876.000000 Penalty: 6249.373047
	Iteration 55Q: 3 clusters Score -3.676688e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 295381 members 
Entering Unmasked Estep 
Score: -36766868.000000 Penalty: 6249.373047
	Iteration 56Q: 3 clusters Score -3.676687e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 295431 members 
Entering Unmasked Estep 
Score: -36766800.000000 Penalty: 6249.373047
	Iteration 57Q: 3 clusters Score -3.67668e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 295465 members 
Entering Unmasked Estep 
Score: -36766776.000000 Penalty: 6249.373047
	Iteration 58Q: 3 clusters Score -3.676678e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 295489 members 
Entering Unmasked Estep 
Score: -36766760.000000 Penalty: 6249.373047
	Iteration 59Q: 3 clusters Score -3.676676e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 295506 members 
Entering Unmasked Estep 
Score: -36766732.000000 Penalty: 6249.373047
	Iteration 60F: 3 clusters Score -3.676673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 295515 members 
Entering Unmasked Estep 
Score: -36766752.000000 Penalty: 6249.373047
	Iteration 61Q: 3 clusters Score -3.676675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 295524 members 
Entering Unmasked Estep 
Score: -36766752.000000 Penalty: 6249.373047
	Iteration 62Q: 3 clusters Score -3.676675e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 295533 members 
Entering Unmasked Estep 
Score: -36766732.000000 Penalty: 6249.373047
	Iteration 63Q: 3 clusters Score -3.676673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 295538 members 
Entering Unmasked Estep 
Score: -36766736.000000 Penalty: 6249.373047
	Iteration 64Q: 3 clusters Score -3.676674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 295551 members 
Entering Unmasked Estep 
Score: -36766740.000000 Penalty: 6249.373047
	Iteration 65Q: 3 clusters Score -3.676674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 295559 members 
Entering Unmasked Estep 
Score: -36766724.000000 Penalty: 6249.373047
	Iteration 66Q: 3 clusters Score -3.676672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 295566 members 
Entering Unmasked Estep 
Score: -36766740.000000 Penalty: 6249.373047
	Iteration 67Q: 3 clusters Score -3.676674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 295577 members 
Entering Unmasked Estep 
Score: -36766716.000000 Penalty: 6249.373047
	Iteration 68Q: 3 clusters Score -3.676672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 295585 members 
Entering Unmasked Estep 
Score: -36766676.000000 Penalty: 6249.373047
	Iteration 69Q: 3 clusters Score -3.676668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 295592 members 
Entering Unmasked Estep 
Score: -36766688.000000 Penalty: 6249.373047
	Iteration 70Q: 3 clusters Score -3.676669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 295598 members 
Entering Unmasked Estep 
Score: -36766704.000000 Penalty: 6249.373047
	Iteration 71Q: 3 clusters Score -3.67667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 295600 members 
Entering Unmasked Estep 
Score: -36766692.000000 Penalty: 6249.373047
	Iteration 72Q: 3 clusters Score -3.676669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 295604 members 
Entering Unmasked Estep 
Score: -36766692.000000 Penalty: 6249.373047
	Iteration 73Q: 3 clusters Score -3.676669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 295604 members 
Entering Unmasked Estep 
Score: -36766692.000000 Penalty: 6249.373047
	Iteration 74F: 3 clusters Score -3.676669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -68874.976562 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -68874.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67242.703125 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -67242.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67432.000000 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -67432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67520.492188 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -67520.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67574.585938 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -67574.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67629.445312 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -67629.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67715.539062 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -67715.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67764.570312 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -67764.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67815.906250 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -67815.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67834.679688 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -67834.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67849.546875 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -67849.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -67854.773438 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -67854.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -67861.507812 Penalty: 3172.049805
	Iteration 11Q: 3 clusters Score -67861.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67869.828125 Penalty: 3172.049805
	Iteration 12Q: 3 clusters Score -67869.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67876.343750 Penalty: 3172.049805
	Iteration 13Q: 3 clusters Score -67876.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67884.843750 Penalty: 3172.049805
	Iteration 14Q: 3 clusters Score -67884.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -67891.539062 Penalty: 3172.049805
	Iteration 15Q: 3 clusters Score -67891.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67902.773438 Penalty: 3172.049805
	Iteration 16Q: 3 clusters Score -67902.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -67909.796875 Penalty: 3172.049805
	Iteration 17Q: 3 clusters Score -67909.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67911.187500 Penalty: 3172.049805
	Iteration 18Q: 3 clusters Score -67911.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67911.187500 Penalty: 3172.049805
	Iteration 19F: 3 clusters Score -67911.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Entering Unmasked Estep 
Score: -281110.937500 Penalty: 1977.086060
	Iteration 0F: 2 clusters Score -281110.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -277961.343750 Penalty: 3954.172119
	Iteration 0F: 3 clusters Score -277961.3 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -278654.562500 Penalty: 3954.172119
	Iteration 1F: 3 clusters Score -278654.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -278871.562500 Penalty: 3954.172119
	Iteration 2F: 3 clusters Score -278871.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -279038.281250 Penalty: 3954.172119
	Iteration 3F: 3 clusters Score -279038.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -279142.062500 Penalty: 3954.172119
	Iteration 4Q: 3 clusters Score -279142.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -279222.531250 Penalty: 3954.172119
	Iteration 5Q: 3 clusters Score -279222.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -279285.281250 Penalty: 3954.172119
	Iteration 6Q: 3 clusters Score -279285.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -279329.781250 Penalty: 3954.172119
	Iteration 7Q: 3 clusters Score -279329.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -279380.093750 Penalty: 3954.172119
	Iteration 8Q: 3 clusters Score -279380.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -279452.656250 Penalty: 3954.172119
	Iteration 9Q: 3 clusters Score -279452.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -279535.343750 Penalty: 3954.172119
	Iteration 10Q: 3 clusters Score -279535.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -279618.125000 Penalty: 3954.172119
	Iteration 11Q: 3 clusters Score -279618.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -279690.781250 Penalty: 3954.172119
	Iteration 12Q: 3 clusters Score -279690.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -279775.062500 Penalty: 3954.172119
	Iteration 13Q: 3 clusters Score -279775.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -279856.093750 Penalty: 3954.172119
	Iteration 14Q: 3 clusters Score -279856.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -279920.343750 Penalty: 3954.172119
	Iteration 15Q: 3 clusters Score -279920.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -279956.000000 Penalty: 3954.172119
	Iteration 16Q: 3 clusters Score -279956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -279980.906250 Penalty: 3954.172119
	Iteration 17Q: 3 clusters Score -279980.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -280001.093750 Penalty: 3954.172119
	Iteration 18Q: 3 clusters Score -280001.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -280018.406250 Penalty: 3954.172119
	Iteration 19Q: 3 clusters Score -280018.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -280042.593750 Penalty: 3954.172119
	Iteration 20F: 3 clusters Score -280042.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -280098.093750 Penalty: 3954.172119
	Iteration 21Q: 3 clusters Score -280098.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -280126.781250 Penalty: 3954.172119
	Iteration 22Q: 3 clusters Score -280126.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -280154.312500 Penalty: 3954.172119
	Iteration 23Q: 3 clusters Score -280154.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -280177.281250 Penalty: 3954.172119
	Iteration 24Q: 3 clusters Score -280177.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -280189.781250 Penalty: 3954.172119
	Iteration 25Q: 3 clusters Score -280189.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -280215.937500 Penalty: 3954.172119
	Iteration 26Q: 3 clusters Score -280215.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -280242.031250 Penalty: 3954.172119
	Iteration 27Q: 3 clusters Score -280242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -280265.625000 Penalty: 3954.172119
	Iteration 28Q: 3 clusters Score -280265.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -280287.593750 Penalty: 3954.172119
	Iteration 29Q: 3 clusters Score -280287.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -280301.031250 Penalty: 3954.172119
	Iteration 30Q: 3 clusters Score -280301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -280308.937500 Penalty: 3954.172119
	Iteration 31Q: 3 clusters Score -280308.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -280319.718750 Penalty: 3954.172119
	Iteration 32Q: 3 clusters Score -280319.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -280326.281250 Penalty: 3954.172119
	Iteration 33Q: 3 clusters Score -280326.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -280333.718750 Penalty: 3954.172119
	Iteration 34Q: 3 clusters Score -280333.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -280340.156250 Penalty: 3954.172119
	Iteration 35Q: 3 clusters Score -280340.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -280348.093750 Penalty: 3954.172119
	Iteration 36Q: 3 clusters Score -280348.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -280355.187500 Penalty: 3954.172119
	Iteration 37Q: 3 clusters Score -280355.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -280362.750000 Penalty: 3954.172119
	Iteration 38Q: 3 clusters Score -280362.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -280367.968750 Penalty: 3954.172119
	Iteration 39Q: 3 clusters Score -280368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -280372.218750 Penalty: 3954.172119
	Iteration 40F: 3 clusters Score -280372.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -280375.000000 Penalty: 3954.172119
	Iteration 41Q: 3 clusters Score -280375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -280379.218750 Penalty: 3954.172119
	Iteration 42Q: 3 clusters Score -280379.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -280382.125000 Penalty: 3954.172119
	Iteration 43Q: 3 clusters Score -280382.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -280383.937500 Penalty: 3954.172119
	Iteration 44Q: 3 clusters Score -280383.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -280387.031250 Penalty: 3954.172119
	Iteration 45Q: 3 clusters Score -280387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -280390.843750 Penalty: 3954.172119
	Iteration 46Q: 3 clusters Score -280390.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -280393.343750 Penalty: 3954.172119
	Iteration 47Q: 3 clusters Score -280393.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -280394.062500 Penalty: 3954.172119
	Iteration 48Q: 3 clusters Score -280394.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -280394.281250 Penalty: 3954.172119
	Iteration 49Q: 3 clusters Score -280394.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -280395.125000 Penalty: 3954.172119
	Iteration 50Q: 3 clusters Score -280395.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -280395.093750 Penalty: 3954.172119
	Iteration 51Q: 3 clusters Score -280395.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -280395.625000 Penalty: 3954.172119
	Iteration 52Q: 3 clusters Score -280395.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -280396.156250 Penalty: 3954.172119
	Iteration 53Q: 3 clusters Score -280396.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -280397.562500 Penalty: 3954.172119
	Iteration 54Q: 3 clusters Score -280397.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -280399.812500 Penalty: 3954.172119
	Iteration 55Q: 3 clusters Score -280399.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -280400.062500 Penalty: 3954.172119
	Iteration 56Q: 3 clusters Score -280400.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -280400.250000 Penalty: 3954.172119
	Iteration 57Q: 3 clusters Score -280400.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -280401.218750 Penalty: 3954.172119
	Iteration 58Q: 3 clusters Score -280401.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -280401.843750 Penalty: 3954.172119
	Iteration 59Q: 3 clusters Score -280401.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -280402.250000 Penalty: 3954.172119
	Iteration 60F: 3 clusters Score -280402.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Entering Unmasked Estep 
Score: -762042.375000 Penalty: 2167.524170
	Iteration 0F: 2 clusters Score -762042.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -756741.375000 Penalty: 4335.048340
	Iteration 0F: 3 clusters Score -756741.4 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -758084.187500 Penalty: 4335.048340
	Iteration 1F: 3 clusters Score -758084.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -758319.562500 Penalty: 4335.048340
	Iteration 2F: 3 clusters Score -758319.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -758473.937500 Penalty: 4335.048340
	Iteration 3F: 3 clusters Score -758473.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -758572.312500 Penalty: 4335.048340
	Iteration 4Q: 3 clusters Score -758572.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -758634.000000 Penalty: 4335.048340
	Iteration 5Q: 3 clusters Score -758634 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -758684.687500 Penalty: 4335.048340
	Iteration 6Q: 3 clusters Score -758684.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -758731.062500 Penalty: 4335.048340
	Iteration 7Q: 3 clusters Score -758731.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -758767.687500 Penalty: 4335.048340
	Iteration 8Q: 3 clusters Score -758767.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -758794.187500 Penalty: 4335.048340
	Iteration 9Q: 3 clusters Score -758794.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -758816.375000 Penalty: 4335.048340
	Iteration 10Q: 3 clusters Score -758816.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -758837.187500 Penalty: 4335.048340
	Iteration 11Q: 3 clusters Score -758837.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -758858.437500 Penalty: 4335.048340
	Iteration 12Q: 3 clusters Score -758858.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -758877.125000 Penalty: 4335.048340
	Iteration 13Q: 3 clusters Score -758877.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -758894.562500 Penalty: 4335.048340
	Iteration 14Q: 3 clusters Score -758894.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -758923.187500 Penalty: 4335.048340
	Iteration 15Q: 3 clusters Score -758923.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -758951.625000 Penalty: 4335.048340
	Iteration 16Q: 3 clusters Score -758951.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -758976.250000 Penalty: 4335.048340
	Iteration 17Q: 3 clusters Score -758976.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -759005.562500 Penalty: 4335.048340
	Iteration 18Q: 3 clusters Score -759005.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -759033.187500 Penalty: 4335.048340
	Iteration 19Q: 3 clusters Score -759033.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -759055.750000 Penalty: 4335.048340
	Iteration 20F: 3 clusters Score -759055.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -759076.312500 Penalty: 4335.048340
	Iteration 21Q: 3 clusters Score -759076.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -759103.000000 Penalty: 4335.048340
	Iteration 22Q: 3 clusters Score -759103 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -759134.375000 Penalty: 4335.048340
	Iteration 23Q: 3 clusters Score -759134.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -759168.812500 Penalty: 4335.048340
	Iteration 24Q: 3 clusters Score -759168.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -759206.375000 Penalty: 4335.048340
	Iteration 25Q: 3 clusters Score -759206.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -759246.875000 Penalty: 4335.048340
	Iteration 26Q: 3 clusters Score -759246.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -759306.500000 Penalty: 4335.048340
	Iteration 27Q: 3 clusters Score -759306.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -759376.000000 Penalty: 4335.048340
	Iteration 28Q: 3 clusters Score -759376 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -759442.687500 Penalty: 4335.048340
	Iteration 29Q: 3 clusters Score -759442.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -759493.687500 Penalty: 4335.048340
	Iteration 30Q: 3 clusters Score -759493.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -759546.500000 Penalty: 4335.048340
	Iteration 31Q: 3 clusters Score -759546.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -759596.625000 Penalty: 4335.048340
	Iteration 32Q: 3 clusters Score -759596.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -759646.500000 Penalty: 4335.048340
	Iteration 33Q: 3 clusters Score -759646.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -759692.812500 Penalty: 4335.048340
	Iteration 34Q: 3 clusters Score -759692.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -759746.562500 Penalty: 4335.048340
	Iteration 35Q: 3 clusters Score -759746.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -759790.250000 Penalty: 4335.048340
	Iteration 36Q: 3 clusters Score -759790.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -759828.750000 Penalty: 4335.048340
	Iteration 37Q: 3 clusters Score -759828.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -759861.937500 Penalty: 4335.048340
	Iteration 38Q: 3 clusters Score -759861.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -759892.875000 Penalty: 4335.048340
	Iteration 39Q: 3 clusters Score -759892.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -759913.625000 Penalty: 4335.048340
	Iteration 40F: 3 clusters Score -759913.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -759935.687500 Penalty: 4335.048340
	Iteration 41Q: 3 clusters Score -759935.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -759952.062500 Penalty: 4335.048340
	Iteration 42Q: 3 clusters Score -759952.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -759966.687500 Penalty: 4335.048340
	Iteration 43Q: 3 clusters Score -759966.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -759986.062500 Penalty: 4335.048340
	Iteration 44Q: 3 clusters Score -759986.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -760006.875000 Penalty: 4335.048340
	Iteration 45Q: 3 clusters Score -760006.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -760023.812500 Penalty: 4335.048340
	Iteration 46Q: 3 clusters Score -760023.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -760040.312500 Penalty: 4335.048340
	Iteration 47Q: 3 clusters Score -760040.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -760057.937500 Penalty: 4335.048340
	Iteration 48Q: 3 clusters Score -760057.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -760069.500000 Penalty: 4335.048340
	Iteration 49Q: 3 clusters Score -760069.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -760084.625000 Penalty: 4335.048340
	Iteration 50Q: 3 clusters Score -760084.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -760096.000000 Penalty: 4335.048340
	Iteration 51Q: 3 clusters Score -760096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -760108.250000 Penalty: 4335.048340
	Iteration 52Q: 3 clusters Score -760108.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -760118.125000 Penalty: 4335.048340
	Iteration 53Q: 3 clusters Score -760118.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -760128.875000 Penalty: 4335.048340
	Iteration 54Q: 3 clusters Score -760128.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -760137.375000 Penalty: 4335.048340
	Iteration 55Q: 3 clusters Score -760137.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -760144.125000 Penalty: 4335.048340
	Iteration 56Q: 3 clusters Score -760144.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -760148.687500 Penalty: 4335.048340
	Iteration 57Q: 3 clusters Score -760148.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -760161.625000 Penalty: 4335.048340
	Iteration 58Q: 3 clusters Score -760161.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -760172.625000 Penalty: 4335.048340
	Iteration 59Q: 3 clusters Score -760172.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -760178.937500 Penalty: 4335.048340
	Iteration 60F: 3 clusters Score -760178.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -760187.437500 Penalty: 4335.048340
	Iteration 61Q: 3 clusters Score -760187.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -760189.812500 Penalty: 4335.048340
	Iteration 62Q: 3 clusters Score -760189.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -760192.750000 Penalty: 4335.048340
	Iteration 63Q: 3 clusters Score -760192.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -760196.437500 Penalty: 4335.048340
	Iteration 64Q: 3 clusters Score -760196.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -760200.125000 Penalty: 4335.048340
	Iteration 65Q: 3 clusters Score -760200.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -760200.000000 Penalty: 4335.048340
	Iteration 66Q: 3 clusters Score -760200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -760201.625000 Penalty: 4335.048340
	Iteration 67Q: 3 clusters Score -760201.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -760201.625000 Penalty: 4335.048340
	Iteration 68F: 3 clusters Score -760201.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122358 members 
Mstep: Class 4 contains 18171 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 19799 members 
Mstep: Class 8 contains 256108 members 
Mstep: Class 9 contains 61615 members 
Mstep: Class 10 contains 27482 members 
Mstep: Class 11 contains 4172 members 
Mstep: Class 12 contains 30163 members 
Mstep: Class 13 contains 14649 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 194466 members 
Mstep: Class 16 contains 76153 members 
Mstep: Class 17 contains 31566 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24681 members 
Mstep: Class 21 contains 3091 members 
Mstep: Class 22 contains 19707 members 
Mstep: Class 23 contains 10688 members 
Mstep: Class 24 contains 32647 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296423 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2899 members 
Mstep: Class 30 contains 6248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591520.000000 Penalty: 104589.859375
Iteration 399Q: 31 clusters Score -1.545915e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122378 members 
Mstep: Class 4 contains 18195 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 19821 members 
Mstep: Class 8 contains 255890 members 
Mstep: Class 9 contains 61652 members 
Mstep: Class 10 contains 27479 members 
Mstep: Class 11 contains 4172 members 
Mstep: Class 12 contains 30168 members 
Mstep: Class 13 contains 14653 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 194511 members 
Mstep: Class 16 contains 76138 members 
Mstep: Class 17 contains 31592 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24677 members 
Mstep: Class 21 contains 3093 members 
Mstep: Class 22 contains 19706 members 
Mstep: Class 23 contains 10689 members 
Mstep: Class 24 contains 32679 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296444 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2902 members 
Mstep: Class 30 contains 6248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591136.000000 Penalty: 104589.859375
Iteration 400F: 31 clusters Score -1.545911e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122408 members 
Mstep: Class 4 contains 18208 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 19838 members 
Mstep: Class 8 contains 255647 members 
Mstep: Class 9 contains 61678 members 
Mstep: Class 10 contains 27475 members 
Mstep: Class 11 contains 4172 members 
Mstep: Class 12 contains 30172 members 
Mstep: Class 13 contains 14658 members 
Mstep: Class 14 contains 2881 members 
Mstep: Class 15 contains 194557 members 
Mstep: Class 16 contains 76135 members 
Mstep: Class 17 contains 31609 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24673 members 
Mstep: Class 21 contains 3094 members 
Mstep: Class 22 contains 19701 members 
Mstep: Class 23 contains 10689 members 
Mstep: Class 24 contains 32713 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296509 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591376.000000 Penalty: 104589.859375
Iteration 401Q: 31 clusters Score -1.545914e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122425 members 
Mstep: Class 4 contains 18224 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 19850 members 
Mstep: Class 8 contains 255435 members 
Mstep: Class 9 contains 61695 members 
Mstep: Class 10 contains 27476 members 
Mstep: Class 11 contains 4172 members 
Mstep: Class 12 contains 30166 members 
Mstep: Class 13 contains 14664 members 
Mstep: Class 14 contains 2880 members 
Mstep: Class 15 contains 194611 members 
Mstep: Class 16 contains 76119 members 
Mstep: Class 17 contains 31645 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24671 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 19697 members 
Mstep: Class 23 contains 10693 members 
Mstep: Class 24 contains 32740 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296556 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2906 members 
Mstep: Class 30 contains 6247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591312.000000 Penalty: 104589.859375
Iteration 402Q: 31 clusters Score -1.545913e+08 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122438 members 
Mstep: Class 4 contains 18237 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 19867 members 
Mstep: Class 8 contains 255237 members 
Mstep: Class 9 contains 61718 members 
Mstep: Class 10 contains 27475 members 
Mstep: Class 11 contains 4174 members 
Mstep: Class 12 contains 30158 members 
Mstep: Class 13 contains 14670 members 
Mstep: Class 14 contains 2881 members 
Mstep: Class 15 contains 194647 members 
Mstep: Class 16 contains 76110 members 
Mstep: Class 17 contains 31672 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24670 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 19701 members 
Mstep: Class 23 contains 10690 members 
Mstep: Class 24 contains 32791 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296584 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591344.000000 Penalty: 104589.859375
Iteration 403Q: 31 clusters Score -1.545913e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122464 members 
Mstep: Class 4 contains 18244 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 19885 members 
Mstep: Class 8 contains 255041 members 
Mstep: Class 9 contains 61740 members 
Mstep: Class 10 contains 27472 members 
Mstep: Class 11 contains 4173 members 
Mstep: Class 12 contains 30156 members 
Mstep: Class 13 contains 14676 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 194720 members 
Mstep: Class 16 contains 76110 members 
Mstep: Class 17 contains 31684 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24671 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 19699 members 
Mstep: Class 23 contains 10686 members 
Mstep: Class 24 contains 32843 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296576 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591200.000000 Penalty: 104589.859375
Iteration 404Q: 31 clusters Score -1.545912e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122493 members 
Mstep: Class 4 contains 18251 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 19899 members 
Mstep: Class 8 contains 254854 members 
Mstep: Class 9 contains 61756 members 
Mstep: Class 10 contains 27473 members 
Mstep: Class 11 contains 4172 members 
Mstep: Class 12 contains 30158 members 
Mstep: Class 13 contains 14680 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 194754 members 
Mstep: Class 16 contains 76107 members 
Mstep: Class 17 contains 31695 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24671 members 
Mstep: Class 21 contains 3094 members 
Mstep: Class 22 contains 19696 members 
Mstep: Class 23 contains 10689 members 
Mstep: Class 24 contains 32894 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296599 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591088.000000 Penalty: 104589.859375
Iteration 405Q: 31 clusters Score -1.545911e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122506 members 
Mstep: Class 4 contains 18273 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 19913 members 
Mstep: Class 8 contains 254643 members 
Mstep: Class 9 contains 61781 members 
Mstep: Class 10 contains 27475 members 
Mstep: Class 11 contains 4172 members 
Mstep: Class 12 contains 30159 members 
Mstep: Class 13 contains 14688 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 194771 members 
Mstep: Class 16 contains 76104 members 
Mstep: Class 17 contains 31699 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24670 members 
Mstep: Class 21 contains 3093 members 
Mstep: Class 22 contains 19692 members 
Mstep: Class 23 contains 10685 members 
Mstep: Class 24 contains 32958 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296648 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591200.000000 Penalty: 104589.859375
Iteration 406Q: 31 clusters Score -1.545912e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122518 members 
Mstep: Class 4 contains 18288 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 19926 members 
Mstep: Class 8 contains 254437 members 
Mstep: Class 9 contains 61803 members 
Mstep: Class 10 contains 27478 members 
Mstep: Class 11 contains 4172 members 
Mstep: Class 12 contains 30159 members 
Mstep: Class 13 contains 14697 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 194778 members 
Mstep: Class 16 contains 76094 members 
Mstep: Class 17 contains 31715 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24672 members 
Mstep: Class 21 contains 3092 members 
Mstep: Class 22 contains 19688 members 
Mstep: Class 23 contains 10681 members 
Mstep: Class 24 contains 33008 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296724 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154590768.000000 Penalty: 104589.859375
Iteration 407Q: 31 clusters Score -1.545908e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122549 members 
Mstep: Class 4 contains 18295 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 19942 members 
Mstep: Class 8 contains 254174 members 
Mstep: Class 9 contains 61840 members 
Mstep: Class 10 contains 27483 members 
Mstep: Class 11 contains 4171 members 
Mstep: Class 12 contains 30159 members 
Mstep: Class 13 contains 14706 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 194812 members 
Mstep: Class 16 contains 76096 members 
Mstep: Class 17 contains 31715 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24671 members 
Mstep: Class 21 contains 3091 members 
Mstep: Class 22 contains 19682 members 
Mstep: Class 23 contains 10673 members 
Mstep: Class 24 contains 33062 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296807 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154590864.000000 Penalty: 104589.859375
Iteration 408Q: 31 clusters Score -1.545909e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122577 members 
Mstep: Class 4 contains 18306 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 19949 members 
Mstep: Class 8 contains 253896 members 
Mstep: Class 9 contains 61883 members 
Mstep: Class 10 contains 27484 members 
Mstep: Class 11 contains 4169 members 
Mstep: Class 12 contains 30159 members 
Mstep: Class 13 contains 14714 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 194838 members 
Mstep: Class 16 contains 76089 members 
Mstep: Class 17 contains 31731 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24673 members 
Mstep: Class 21 contains 3091 members 
Mstep: Class 22 contains 19676 members 
Mstep: Class 23 contains 10666 members 
Mstep: Class 24 contains 33121 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 296908 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154590928.000000 Penalty: 104589.859375
Iteration 409Q: 31 clusters Score -1.545909e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122589 members 
Mstep: Class 4 contains 18316 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 19964 members 
Mstep: Class 8 contains 253572 members 
Mstep: Class 9 contains 61921 members 
Mstep: Class 10 contains 27487 members 
Mstep: Class 11 contains 4167 members 
Mstep: Class 12 contains 30155 members 
Mstep: Class 13 contains 14722 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 194865 members 
Mstep: Class 16 contains 76082 members 
Mstep: Class 17 contains 31743 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24675 members 
Mstep: Class 21 contains 3092 members 
Mstep: Class 22 contains 19669 members 
Mstep: Class 23 contains 10659 members 
Mstep: Class 24 contains 33178 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297074 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154590384.000000 Penalty: 104589.859375
Iteration 410Q: 31 clusters Score -1.545904e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122601 members 
Mstep: Class 4 contains 18326 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 19983 members 
Mstep: Class 8 contains 253254 members 
Mstep: Class 9 contains 61946 members 
Mstep: Class 10 contains 27487 members 
Mstep: Class 11 contains 4164 members 
Mstep: Class 12 contains 30149 members 
Mstep: Class 13 contains 14734 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 194924 members 
Mstep: Class 16 contains 76078 members 
Mstep: Class 17 contains 31750 members 
Mstep: Class 18 contains 929 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24674 members 
Mstep: Class 21 contains 3091 members 
Mstep: Class 22 contains 19670 members 
Mstep: Class 23 contains 10653 members 
Mstep: Class 24 contains 33228 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297215 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154590144.000000 Penalty: 104589.859375
Iteration 411Q: 31 clusters Score -1.545901e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122602 members 
Mstep: Class 4 contains 18336 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 20004 members 
Mstep: Class 8 contains 252982 members 
Mstep: Class 9 contains 61980 members 
Mstep: Class 10 contains 27492 members 
Mstep: Class 11 contains 4166 members 
Mstep: Class 12 contains 30151 members 
Mstep: Class 13 contains 14741 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 194934 members 
Mstep: Class 16 contains 76066 members 
Mstep: Class 17 contains 31767 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24676 members 
Mstep: Class 21 contains 3092 members 
Mstep: Class 22 contains 19665 members 
Mstep: Class 23 contains 10650 members 
Mstep: Class 24 contains 33291 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297332 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154590096.000000 Penalty: 104589.859375
Iteration 412Q: 31 clusters Score -1.545901e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122591 members 
Mstep: Class 4 contains 18352 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 20032 members 
Mstep: Class 8 contains 252712 members 
Mstep: Class 9 contains 62025 members 
Mstep: Class 10 contains 27493 members 
Mstep: Class 11 contains 4166 members 
Mstep: Class 12 contains 30157 members 
Mstep: Class 13 contains 14742 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 194974 members 
Mstep: Class 16 contains 76044 members 
Mstep: Class 17 contains 31776 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24677 members 
Mstep: Class 21 contains 3093 members 
Mstep: Class 22 contains 19654 members 
Mstep: Class 23 contains 10652 members 
Mstep: Class 24 contains 33344 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297443 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154590208.000000 Penalty: 104589.859375
Iteration 413Q: 31 clusters Score -1.545902e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122604 members 
Mstep: Class 4 contains 18366 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 20050 members 
Mstep: Class 8 contains 252501 members 
Mstep: Class 9 contains 62069 members 
Mstep: Class 10 contains 27495 members 
Mstep: Class 11 contains 4168 members 
Mstep: Class 12 contains 30159 members 
Mstep: Class 13 contains 14742 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 194993 members 
Mstep: Class 16 contains 76029 members 
Mstep: Class 17 contains 31789 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24676 members 
Mstep: Class 21 contains 3094 members 
Mstep: Class 22 contains 19649 members 
Mstep: Class 23 contains 10658 members 
Mstep: Class 24 contains 33373 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297513 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154590208.000000 Penalty: 104589.859375
Iteration 414Q: 31 clusters Score -1.545902e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122612 members 
Mstep: Class 4 contains 18372 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 20063 members 
Mstep: Class 8 contains 252314 members 
Mstep: Class 9 contains 62105 members 
Mstep: Class 10 contains 27493 members 
Mstep: Class 11 contains 4167 members 
Mstep: Class 12 contains 30166 members 
Mstep: Class 13 contains 14742 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 195037 members 
Mstep: Class 16 contains 76008 members 
Mstep: Class 17 contains 31795 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24670 members 
Mstep: Class 21 contains 3091 members 
Mstep: Class 22 contains 19640 members 
Mstep: Class 23 contains 10661 members 
Mstep: Class 24 contains 33411 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297578 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154590064.000000 Penalty: 104589.859375
Iteration 415Q: 31 clusters Score -1.545901e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122613 members 
Mstep: Class 4 contains 18381 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 20079 members 
Mstep: Class 8 contains 252103 members 
Mstep: Class 9 contains 62145 members 
Mstep: Class 10 contains 27494 members 
Mstep: Class 11 contains 4168 members 
Mstep: Class 12 contains 30171 members 
Mstep: Class 13 contains 14744 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 195065 members 
Mstep: Class 16 contains 76000 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 18 contains 929 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24669 members 
Mstep: Class 21 contains 3091 members 
Mstep: Class 22 contains 19633 members 
Mstep: Class 23 contains 10662 members 
Mstep: Class 24 contains 33439 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297661 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589568.000000 Penalty: 104589.859375
Iteration 416Q: 31 clusters Score -1.545896e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122617 members 
Mstep: Class 4 contains 18389 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 20092 members 
Mstep: Class 8 contains 251860 members 
Mstep: Class 9 contains 62174 members 
Mstep: Class 10 contains 27496 members 
Mstep: Class 11 contains 4169 members 
Mstep: Class 12 contains 30179 members 
Mstep: Class 13 contains 14750 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 195085 members 
Mstep: Class 16 contains 75997 members 
Mstep: Class 17 contains 31819 members 
Mstep: Class 18 contains 929 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24665 members 
Mstep: Class 21 contains 3090 members 
Mstep: Class 22 contains 19626 members 
Mstep: Class 23 contains 10663 members 
Mstep: Class 24 contains 33462 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297789 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589584.000000 Penalty: 104589.859375
Iteration 417Q: 31 clusters Score -1.545896e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122598 members 
Mstep: Class 4 contains 18398 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 20092 members 
Mstep: Class 8 contains 251620 members 
Mstep: Class 9 contains 62196 members 
Mstep: Class 10 contains 27499 members 
Mstep: Class 11 contains 4170 members 
Mstep: Class 12 contains 30185 members 
Mstep: Class 13 contains 14753 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 195112 members 
Mstep: Class 16 contains 75998 members 
Mstep: Class 17 contains 31823 members 
Mstep: Class 18 contains 929 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24659 members 
Mstep: Class 21 contains 3089 members 
Mstep: Class 22 contains 19619 members 
Mstep: Class 23 contains 10667 members 
Mstep: Class 24 contains 33501 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297942 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589408.000000 Penalty: 104589.859375
Iteration 418Q: 31 clusters Score -1.545894e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122594 members 
Mstep: Class 4 contains 18407 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 20094 members 
Mstep: Class 8 contains 251379 members 
Mstep: Class 9 contains 62222 members 
Mstep: Class 10 contains 27498 members 
Mstep: Class 11 contains 4167 members 
Mstep: Class 12 contains 30190 members 
Mstep: Class 13 contains 14753 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 195165 members 
Mstep: Class 16 contains 75992 members 
Mstep: Class 17 contains 31825 members 
Mstep: Class 18 contains 929 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24657 members 
Mstep: Class 21 contains 3089 members 
Mstep: Class 22 contains 19611 members 
Mstep: Class 23 contains 10674 members 
Mstep: Class 24 contains 33525 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298078 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589136.000000 Penalty: 104589.859375
Iteration 419Q: 31 clusters Score -1.545891e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122580 members 
Mstep: Class 4 contains 18411 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 20112 members 
Mstep: Class 8 contains 251145 members 
Mstep: Class 9 contains 62238 members 
Mstep: Class 10 contains 27499 members 
Mstep: Class 11 contains 4166 members 
Mstep: Class 12 contains 30195 members 
Mstep: Class 13 contains 14757 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 195217 members 
Mstep: Class 16 contains 75986 members 
Mstep: Class 17 contains 31828 members 
Mstep: Class 18 contains 929 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24656 members 
Mstep: Class 21 contains 3088 members 
Mstep: Class 22 contains 19604 members 
Mstep: Class 23 contains 10678 members 
Mstep: Class 24 contains 33558 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298202 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588896.000000 Penalty: 104589.859375
Iteration 420F: 31 clusters Score -1.545889e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122567 members 
Mstep: Class 4 contains 18425 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 20133 members 
Mstep: Class 8 contains 250955 members 
Mstep: Class 9 contains 62249 members 
Mstep: Class 10 contains 27499 members 
Mstep: Class 11 contains 4166 members 
Mstep: Class 12 contains 30198 members 
Mstep: Class 13 contains 14761 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 195263 members 
Mstep: Class 16 contains 76000 members 
Mstep: Class 17 contains 31837 members 
Mstep: Class 18 contains 929 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24658 members 
Mstep: Class 21 contains 3088 members 
Mstep: Class 22 contains 19600 members 
Mstep: Class 23 contains 10681 members 
Mstep: Class 24 contains 33590 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298249 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588896.000000 Penalty: 104589.859375
Iteration 421Q: 31 clusters Score -1.545889e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122550 members 
Mstep: Class 4 contains 18439 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 20143 members 
Mstep: Class 8 contains 250787 members 
Mstep: Class 9 contains 62256 members 
Mstep: Class 10 contains 27496 members 
Mstep: Class 11 contains 4168 members 
Mstep: Class 12 contains 30201 members 
Mstep: Class 13 contains 14766 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 195307 members 
Mstep: Class 16 contains 76005 members 
Mstep: Class 17 contains 31846 members 
Mstep: Class 18 contains 929 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24658 members 
Mstep: Class 21 contains 3087 members 
Mstep: Class 22 contains 19594 members 
Mstep: Class 23 contains 10681 members 
Mstep: Class 24 contains 33618 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298318 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589040.000000 Penalty: 104589.859375
Iteration 422Q: 31 clusters Score -1.54589e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122549 members 
Mstep: Class 4 contains 18449 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 20155 members 
Mstep: Class 8 contains 250595 members 
Mstep: Class 9 contains 62264 members 
Mstep: Class 10 contains 27498 members 
Mstep: Class 11 contains 4169 members 
Mstep: Class 12 contains 30207 members 
Mstep: Class 13 contains 14767 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 195369 members 
Mstep: Class 16 contains 76002 members 
Mstep: Class 17 contains 31847 members 
Mstep: Class 18 contains 929 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24656 members 
Mstep: Class 21 contains 3089 members 
Mstep: Class 22 contains 19586 members 
Mstep: Class 23 contains 10685 members 
Mstep: Class 24 contains 33643 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298388 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589184.000000 Penalty: 104589.859375
Iteration 423Q: 31 clusters Score -1.545892e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122549 members 
Mstep: Class 4 contains 18460 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 20169 members 
Mstep: Class 8 contains 250413 members 
Mstep: Class 9 contains 62285 members 
Mstep: Class 10 contains 27498 members 
Mstep: Class 11 contains 4168 members 
Mstep: Class 12 contains 30207 members 
Mstep: Class 13 contains 14775 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 195430 members 
Mstep: Class 16 contains 76001 members 
Mstep: Class 17 contains 31847 members 
Mstep: Class 18 contains 929 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24654 members 
Mstep: Class 21 contains 3087 members 
Mstep: Class 22 contains 19581 members 
Mstep: Class 23 contains 10688 members 
Mstep: Class 24 contains 33684 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298421 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589168.000000 Penalty: 104589.859375
Iteration 424Q: 31 clusters Score -1.545892e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122547 members 
Mstep: Class 4 contains 18468 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 20188 members 
Mstep: Class 8 contains 250245 members 
Mstep: Class 9 contains 62293 members 
Mstep: Class 10 contains 27499 members 
Mstep: Class 11 contains 4168 members 
Mstep: Class 12 contains 30209 members 
Mstep: Class 13 contains 14779 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 195458 members 
Mstep: Class 16 contains 75998 members 
Mstep: Class 17 contains 31852 members 
Mstep: Class 18 contains 929 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24654 members 
Mstep: Class 21 contains 3086 members 
Mstep: Class 22 contains 19575 members 
Mstep: Class 23 contains 10690 members 
Mstep: Class 24 contains 33731 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298477 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589280.000000 Penalty: 104589.859375
Iteration 425Q: 31 clusters Score -1.545893e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122546 members 
Mstep: Class 4 contains 18481 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 20204 members 
Mstep: Class 8 contains 250102 members 
Mstep: Class 9 contains 62309 members 
Mstep: Class 10 contains 27500 members 
Mstep: Class 11 contains 4168 members 
Mstep: Class 12 contains 30210 members 
Mstep: Class 13 contains 14778 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 195475 members 
Mstep: Class 16 contains 75983 members 
Mstep: Class 17 contains 31844 members 
Mstep: Class 18 contains 929 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24652 members 
Mstep: Class 21 contains 3086 members 
Mstep: Class 22 contains 19574 members 
Mstep: Class 23 contains 10691 members 
Mstep: Class 24 contains 33778 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298534 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589376.000000 Penalty: 104589.859375
Iteration 426Q: 31 clusters Score -1.545894e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122542 members 
Mstep: Class 4 contains 18487 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 20227 members 
Mstep: Class 8 contains 249956 members 
Mstep: Class 9 contains 62325 members 
Mstep: Class 10 contains 27497 members 
Mstep: Class 11 contains 4165 members 
Mstep: Class 12 contains 30209 members 
Mstep: Class 13 contains 14774 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 195483 members 
Mstep: Class 16 contains 75979 members 
Mstep: Class 17 contains 31848 members 
Mstep: Class 18 contains 929 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24653 members 
Mstep: Class 21 contains 3086 members 
Mstep: Class 22 contains 19578 members 
Mstep: Class 23 contains 10692 members 
Mstep: Class 24 contains 33819 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298593 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589456.000000 Penalty: 104589.859375
Iteration 427Q: 31 clusters Score -1.545895e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122539 members 
Mstep: Class 4 contains 18494 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 20244 members 
Mstep: Class 8 contains 249865 members 
Mstep: Class 9 contains 62329 members 
Mstep: Class 10 contains 27494 members 
Mstep: Class 11 contains 4167 members 
Mstep: Class 12 contains 30208 members 
Mstep: Class 13 contains 14776 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 195491 members 
Mstep: Class 16 contains 75983 members 
Mstep: Class 17 contains 31850 members 
Mstep: Class 18 contains 929 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24652 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 19580 members 
Mstep: Class 23 contains 10692 members 
Mstep: Class 24 contains 33849 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298612 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589472.000000 Penalty: 104589.859375
Iteration 428Q: 31 clusters Score -1.545895e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122531 members 
Mstep: Class 4 contains 18498 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 20254 members 
Mstep: Class 8 contains 249795 members 
Mstep: Class 9 contains 62339 members 
Mstep: Class 10 contains 27493 members 
Mstep: Class 11 contains 4167 members 
Mstep: Class 12 contains 30209 members 
Mstep: Class 13 contains 14777 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 195519 members 
Mstep: Class 16 contains 75964 members 
Mstep: Class 17 contains 31857 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24653 members 
Mstep: Class 21 contains 3086 members 
Mstep: Class 22 contains 19581 members 
Mstep: Class 23 contains 10694 members 
Mstep: Class 24 contains 33871 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298620 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588960.000000 Penalty: 104589.859375
Iteration 429Q: 31 clusters Score -1.54589e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122539 members 
Mstep: Class 4 contains 18510 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 20266 members 
Mstep: Class 8 contains 249726 members 
Mstep: Class 9 contains 62358 members 
Mstep: Class 10 contains 27490 members 
Mstep: Class 11 contains 4168 members 
Mstep: Class 12 contains 30211 members 
Mstep: Class 13 contains 14777 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 195536 members 
Mstep: Class 16 contains 75960 members 
Mstep: Class 17 contains 31862 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24653 members 
Mstep: Class 21 contains 3087 members 
Mstep: Class 22 contains 19578 members 
Mstep: Class 23 contains 10691 members 
Mstep: Class 24 contains 33904 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298589 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2906 members 
Mstep: Class 30 contains 6245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588880.000000 Penalty: 104589.859375
Iteration 430Q: 31 clusters Score -1.545889e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122548 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 20278 members 
Mstep: Class 8 contains 249677 members 
Mstep: Class 9 contains 62368 members 
Mstep: Class 10 contains 27483 members 
Mstep: Class 11 contains 4169 members 
Mstep: Class 12 contains 30213 members 
Mstep: Class 13 contains 14781 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 195549 members 
Mstep: Class 16 contains 75953 members 
Mstep: Class 17 contains 31860 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24654 members 
Mstep: Class 21 contains 3086 members 
Mstep: Class 22 contains 19576 members 
Mstep: Class 23 contains 10691 members 
Mstep: Class 24 contains 33938 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298559 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588864.000000 Penalty: 104589.859375
Iteration 431Q: 31 clusters Score -1.545889e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122559 members 
Mstep: Class 4 contains 18529 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 20287 members 
Mstep: Class 8 contains 249691 members 
Mstep: Class 9 contains 62383 members 
Mstep: Class 10 contains 27481 members 
Mstep: Class 11 contains 4170 members 
Mstep: Class 12 contains 30213 members 
Mstep: Class 13 contains 14782 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 195563 members 
Mstep: Class 16 contains 75941 members 
Mstep: Class 17 contains 31859 members 
Mstep: Class 18 contains 935 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24655 members 
Mstep: Class 21 contains 3086 members 
Mstep: Class 22 contains 19575 members 
Mstep: Class 23 contains 10687 members 
Mstep: Class 24 contains 33962 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298480 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588976.000000 Penalty: 104589.859375
Iteration 432Q: 31 clusters Score -1.54589e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122575 members 
Mstep: Class 4 contains 18534 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 20290 members 
Mstep: Class 8 contains 249716 members 
Mstep: Class 9 contains 62392 members 
Mstep: Class 10 contains 27480 members 
Mstep: Class 11 contains 4170 members 
Mstep: Class 12 contains 30213 members 
Mstep: Class 13 contains 14784 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 195567 members 
Mstep: Class 16 contains 75934 members 
Mstep: Class 17 contains 31859 members 
Mstep: Class 18 contains 940 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24656 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 19571 members 
Mstep: Class 23 contains 10688 members 
Mstep: Class 24 contains 33979 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298409 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588944.000000 Penalty: 104589.859375
Iteration 433Q: 31 clusters Score -1.545889e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122582 members 
Mstep: Class 4 contains 18534 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 20302 members 
Mstep: Class 8 contains 249742 members 
Mstep: Class 9 contains 62406 members 
Mstep: Class 10 contains 27478 members 
Mstep: Class 11 contains 4171 members 
Mstep: Class 12 contains 30212 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 195562 members 
Mstep: Class 16 contains 75930 members 
Mstep: Class 17 contains 31860 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24655 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 19570 members 
Mstep: Class 23 contains 10688 members 
Mstep: Class 24 contains 33999 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298334 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588928.000000 Penalty: 104589.859375
Iteration 434Q: 31 clusters Score -1.545889e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122593 members 
Mstep: Class 4 contains 18541 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 20309 members 
Mstep: Class 8 contains 249750 members 
Mstep: Class 9 contains 62417 members 
Mstep: Class 10 contains 27479 members 
Mstep: Class 11 contains 4171 members 
Mstep: Class 12 contains 30213 members 
Mstep: Class 13 contains 14797 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 195583 members 
Mstep: Class 16 contains 75929 members 
Mstep: Class 17 contains 31867 members 
Mstep: Class 18 contains 948 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24655 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 19564 members 
Mstep: Class 23 contains 10685 members 
Mstep: Class 24 contains 34020 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298236 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589120.000000 Penalty: 104589.859375
Iteration 435Q: 31 clusters Score -1.545891e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122597 members 
Mstep: Class 4 contains 18542 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 249748 members 
Mstep: Class 9 contains 62423 members 
Mstep: Class 10 contains 27478 members 
Mstep: Class 11 contains 4171 members 
Mstep: Class 12 contains 30215 members 
Mstep: Class 13 contains 14806 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 195592 members 
Mstep: Class 16 contains 75923 members 
Mstep: Class 17 contains 31866 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24655 members 
Mstep: Class 21 contains 3086 members 
Mstep: Class 22 contains 19563 members 
Mstep: Class 23 contains 10679 members 
Mstep: Class 24 contains 34043 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298180 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589024.000000 Penalty: 104589.859375
Iteration 436Q: 31 clusters Score -1.54589e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122606 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 20338 members 
Mstep: Class 8 contains 249740 members 
Mstep: Class 9 contains 62424 members 
Mstep: Class 10 contains 27479 members 
Mstep: Class 11 contains 4171 members 
Mstep: Class 12 contains 30216 members 
Mstep: Class 13 contains 14805 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 195574 members 
Mstep: Class 16 contains 75925 members 
Mstep: Class 17 contains 31855 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24654 members 
Mstep: Class 21 contains 3087 members 
Mstep: Class 22 contains 19555 members 
Mstep: Class 23 contains 10681 members 
Mstep: Class 24 contains 34070 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298159 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589392.000000 Penalty: 104589.859375
Iteration 437Q: 31 clusters Score -1.545894e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122608 members 
Mstep: Class 4 contains 18563 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 20344 members 
Mstep: Class 8 contains 249719 members 
Mstep: Class 9 contains 62433 members 
Mstep: Class 10 contains 27481 members 
Mstep: Class 11 contains 4171 members 
Mstep: Class 12 contains 30216 members 
Mstep: Class 13 contains 14807 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 195544 members 
Mstep: Class 16 contains 75916 members 
Mstep: Class 17 contains 31852 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24654 members 
Mstep: Class 21 contains 3086 members 
Mstep: Class 22 contains 19549 members 
Mstep: Class 23 contains 10686 members 
Mstep: Class 24 contains 34089 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298172 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589616.000000 Penalty: 104589.859375
Iteration 438Q: 31 clusters Score -1.545896e+08 nChanged 515
Entering ConstructFrom: 
Score: -154589616.000000 Penalty: 104589.859375
Entering ConstructFrom: 
Trying to split cluster 1 (10158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Entering Unmasked Estep 
Score: -1209641.500000 Penalty: 2288.052246
	Iteration 0F: 2 clusters Score -1209642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1201815.875000 Penalty: 4576.104492
	Iteration 0F: 3 clusters Score -1201816 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1204116.750000 Penalty: 4576.104492
	Iteration 1F: 3 clusters Score -1204117 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1204368.125000 Penalty: 4576.104492
	Iteration 2F: 3 clusters Score -1204368 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1204536.875000 Penalty: 4576.104492
	Iteration 3Q: 3 clusters Score -1204537 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1204683.375000 Penalty: 4576.104492
	Iteration 4Q: 3 clusters Score -1204683 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1204802.875000 Penalty: 4576.104492
	Iteration 5Q: 3 clusters Score -1204803 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1204888.375000 Penalty: 4576.104492
	Iteration 6Q: 3 clusters Score -1204888 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1204965.625000 Penalty: 4576.104492
	Iteration 7Q: 3 clusters Score -1204966 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1205055.125000 Penalty: 4576.104492
	Iteration 8Q: 3 clusters Score -1205055 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1205127.750000 Penalty: 4576.104492
	Iteration 9Q: 3 clusters Score -1205128 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1205197.375000 Penalty: 4576.104492
	Iteration 10Q: 3 clusters Score -1205197 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1205280.500000 Penalty: 4576.104492
	Iteration 11Q: 3 clusters Score -1205280 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1205365.000000 Penalty: 4576.104492
	Iteration 12Q: 3 clusters Score -1205365 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1205462.250000 Penalty: 4576.104492
	Iteration 13Q: 3 clusters Score -1205462 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1205581.250000 Penalty: 4576.104492
	Iteration 14Q: 3 clusters Score -1205581 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1205724.000000 Penalty: 4576.104492
	Iteration 15Q: 3 clusters Score -1205724 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1205888.500000 Penalty: 4576.104492
	Iteration 16Q: 3 clusters Score -1205888 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1206069.625000 Penalty: 4576.104492
	Iteration 17Q: 3 clusters Score -1206070 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1206229.625000 Penalty: 4576.104492
	Iteration 18Q: 3 clusters Score -1206230 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1206387.250000 Penalty: 4576.104492
	Iteration 19Q: 3 clusters Score -1206387 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1206526.625000 Penalty: 4576.104492
	Iteration 20F: 3 clusters Score -1206527 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1206641.000000 Penalty: 4576.104492
	Iteration 21Q: 3 clusters Score -1206641 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1206740.250000 Penalty: 4576.104492
	Iteration 22Q: 3 clusters Score -1206740 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1206817.250000 Penalty: 4576.104492
	Iteration 23Q: 3 clusters Score -1206817 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1206882.000000 Penalty: 4576.104492
	Iteration 24Q: 3 clusters Score -1206882 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1206941.250000 Penalty: 4576.104492
	Iteration 25Q: 3 clusters Score -1206941 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1206986.750000 Penalty: 4576.104492
	Iteration 26Q: 3 clusters Score -1206987 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1207025.375000 Penalty: 4576.104492
	Iteration 27Q: 3 clusters Score -1207025 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1207063.125000 Penalty: 4576.104492
	Iteration 28Q: 3 clusters Score -1207063 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1207092.875000 Penalty: 4576.104492
	Iteration 29Q: 3 clusters Score -1207093 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1207113.500000 Penalty: 4576.104492
	Iteration 30Q: 3 clusters Score -1207114 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1207133.250000 Penalty: 4576.104492
	Iteration 31Q: 3 clusters Score -1207133 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1207146.375000 Penalty: 4576.104492
	Iteration 32Q: 3 clusters Score -1207146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1207156.375000 Penalty: 4576.104492
	Iteration 33Q: 3 clusters Score -1207156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1207167.625000 Penalty: 4576.104492
	Iteration 34Q: 3 clusters Score -1207168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1207174.875000 Penalty: 4576.104492
	Iteration 35Q: 3 clusters Score -1207175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1207179.875000 Penalty: 4576.104492
	Iteration 36Q: 3 clusters Score -1207180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1207180.750000 Penalty: 4576.104492
	Iteration 37Q: 3 clusters Score -1207181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1207186.000000 Penalty: 4576.104492
	Iteration 38Q: 3 clusters Score -1207186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1207188.875000 Penalty: 4576.104492
	Iteration 39Q: 3 clusters Score -1207189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1207187.875000 Penalty: 4576.104492
	Iteration 40F: 3 clusters Score -1207188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1207195.750000 Penalty: 4576.104492
	Iteration 41Q: 3 clusters Score -1207196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1207199.500000 Penalty: 4576.104492
	Iteration 42Q: 3 clusters Score -1207200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1207206.375000 Penalty: 4576.104492
	Iteration 43Q: 3 clusters Score -1207206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1207210.625000 Penalty: 4576.104492
	Iteration 44Q: 3 clusters Score -1207211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1207217.375000 Penalty: 4576.104492
	Iteration 45Q: 3 clusters Score -1207217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1207218.375000 Penalty: 4576.104492
	Iteration 46Q: 3 clusters Score -1207218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1207223.250000 Penalty: 4576.104492
	Iteration 47Q: 3 clusters Score -1207223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1207224.250000 Penalty: 4576.104492
	Iteration 48Q: 3 clusters Score -1207224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1207225.750000 Penalty: 4576.104492
	Iteration 49Q: 3 clusters Score -1207226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1207231.875000 Penalty: 4576.104492
	Iteration 50Q: 3 clusters Score -1207232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1207235.250000 Penalty: 4576.104492
	Iteration 51Q: 3 clusters Score -1207235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1207235.625000 Penalty: 4576.104492
	Iteration 52Q: 3 clusters Score -1207236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1207246.125000 Penalty: 4576.104492
	Iteration 53Q: 3 clusters Score -1207246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1207255.750000 Penalty: 4576.104492
	Iteration 54Q: 3 clusters Score -1207256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1207260.750000 Penalty: 4576.104492
	Iteration 55Q: 3 clusters Score -1207261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1207265.500000 Penalty: 4576.104492
	Iteration 56Q: 3 clusters Score -1207266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1207272.625000 Penalty: 4576.104492
	Iteration 57Q: 3 clusters Score -1207273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1207281.375000 Penalty: 4576.104492
	Iteration 58Q: 3 clusters Score -1207281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1207283.250000 Penalty: 4576.104492
	Iteration 59Q: 3 clusters Score -1207283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1207285.625000 Penalty: 4576.104492
	Iteration 60F: 3 clusters Score -1207286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1207292.750000 Penalty: 4576.104492
	Iteration 61Q: 3 clusters Score -1207293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1207295.875000 Penalty: 4576.104492
	Iteration 62Q: 3 clusters Score -1207296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1207295.750000 Penalty: 4576.104492
	Iteration 63Q: 3 clusters Score -1207296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1207300.750000 Penalty: 4576.104492
	Iteration 64Q: 3 clusters Score -1207301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1207302.625000 Penalty: 4576.104492
	Iteration 65Q: 3 clusters Score -1207303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1207307.875000 Penalty: 4576.104492
	Iteration 66Q: 3 clusters Score -1207308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1207309.125000 Penalty: 4576.104492
	Iteration 67Q: 3 clusters Score -1207309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1207310.125000 Penalty: 4576.104492
	Iteration 68Q: 3 clusters Score -1207310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1207315.500000 Penalty: 4576.104492
	Iteration 69Q: 3 clusters Score -1207316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1207317.750000 Penalty: 4576.104492
	Iteration 70Q: 3 clusters Score -1207318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1207321.250000 Penalty: 4576.104492
	Iteration 71Q: 3 clusters Score -1207321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1207322.750000 Penalty: 4576.104492
	Iteration 72Q: 3 clusters Score -1207323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1207324.375000 Penalty: 4576.104492
	Iteration 73Q: 3 clusters Score -1207324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1207328.750000 Penalty: 4576.104492
	Iteration 74Q: 3 clusters Score -1207329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1207330.875000 Penalty: 4576.104492
	Iteration 75Q: 3 clusters Score -1207331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1207337.000000 Penalty: 4576.104492
	Iteration 76Q: 3 clusters Score -1207337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1207338.375000 Penalty: 4576.104492
	Iteration 77Q: 3 clusters Score -1207338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1207338.875000 Penalty: 4576.104492
	Iteration 78Q: 3 clusters Score -1207339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1207343.250000 Penalty: 4576.104492
	Iteration 79Q: 3 clusters Score -1207343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1207344.750000 Penalty: 4576.104492
	Iteration 80F: 3 clusters Score -1207345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1207344.875000 Penalty: 4576.104492
	Iteration 81Q: 3 clusters Score -1207345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1207346.250000 Penalty: 4576.104492
	Iteration 82Q: 3 clusters Score -1207346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1207347.500000 Penalty: 4576.104492
	Iteration 83Q: 3 clusters Score -1207348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1207350.125000 Penalty: 4576.104492
	Iteration 84Q: 3 clusters Score -1207350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1207348.875000 Penalty: 4576.104492
	Iteration 85Q: 3 clusters Score -1207349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1207349.750000 Penalty: 4576.104492
	Iteration 86Q: 3 clusters Score -1207350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1207351.375000 Penalty: 4576.104492
	Iteration 87Q: 3 clusters Score -1207351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1207352.000000 Penalty: 4576.104492
	Iteration 88Q: 3 clusters Score -1207352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1207352.000000 Penalty: 4576.104492
	Iteration 89F: 3 clusters Score -1207352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -19375.312500 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -19375.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18278.583984 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -18278.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18311.406250 Penalty: 2572.943359
	Iteration 1Q: 3 clusters Score -18311.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18318.494141 Penalty: 2572.943359
	Iteration 2Q: 3 clusters Score -18318.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18318.494141 Penalty: 2572.943359
	Iteration 3F: 3 clusters Score -18318.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (122625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122625 members 
Entering Unmasked Estep 
Score: -15384221.000000 Penalty: 2905.787842
	Iteration 0F: 2 clusters Score -1.538422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 61358 members 
Entering Unmasked Estep 
Score: -15302417.000000 Penalty: 5811.575684
	Iteration 0F: 3 clusters Score -1.530242e+07 nChanged 58024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
Score: -15335905.000000 Penalty: 5811.575684
	Iteration 1F: 3 clusters Score -1.53359e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56897 members 
Mstep: Class 2 contains 65728 members 
Entering Unmasked Estep 
Score: -15336911.000000 Penalty: 5811.575684
	Iteration 2Q: 3 clusters Score -1.533691e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54069 members 
Mstep: Class 2 contains 68556 members 
Entering Unmasked Estep 
Score: -15338658.000000 Penalty: 5811.575684
	Iteration 3Q: 3 clusters Score -1.533866e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 72633 members 
Entering Unmasked Estep 
Score: -15341763.000000 Penalty: 5811.575684
	Iteration 4F: 3 clusters Score -1.534176e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 78349 members 
Entering Unmasked Estep 
Score: -15346751.000000 Penalty: 5811.575684
	Iteration 5F: 3 clusters Score -1.534675e+07 nChanged 9469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 85564 members 
Entering Unmasked Estep 
Score: -15353831.000000 Penalty: 5811.575684
	Iteration 6F: 3 clusters Score -1.535383e+07 nChanged 9829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 93375 members 
Entering Unmasked Estep 
Score: -15362321.000000 Penalty: 5811.575684
	Iteration 7F: 3 clusters Score -1.536232e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 100348 members 
Entering Unmasked Estep 
Score: -15369974.000000 Penalty: 5811.575684
	Iteration 8F: 3 clusters Score -1.536997e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 105283 members 
Entering Unmasked Estep 
Score: -15375247.000000 Penalty: 5811.575684
	Iteration 9Q: 3 clusters Score -1.537525e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 108377 members 
Entering Unmasked Estep 
Score: -15378453.000000 Penalty: 5811.575684
	Iteration 10Q: 3 clusters Score -1.537845e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 110351 members 
Entering Unmasked Estep 
Score: -15379992.000000 Penalty: 5811.575684
	Iteration 11Q: 3 clusters Score -1.537999e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 111734 members 
Entering Unmasked Estep 
Score: -15380851.000000 Penalty: 5811.575684
	Iteration 12Q: 3 clusters Score -1.538085e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 112873 members 
Entering Unmasked Estep 
Score: -15381499.000000 Penalty: 5811.575684
	Iteration 13Q: 3 clusters Score -1.53815e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 113823 members 
Entering Unmasked Estep 
Score: -15381931.000000 Penalty: 5811.575684
	Iteration 14Q: 3 clusters Score -1.538193e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 114608 members 
Entering Unmasked Estep 
Score: -15382236.000000 Penalty: 5811.575684
	Iteration 15Q: 3 clusters Score -1.538224e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 115233 members 
Entering Unmasked Estep 
Score: -15382492.000000 Penalty: 5811.575684
	Iteration 16Q: 3 clusters Score -1.538249e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 115790 members 
Entering Unmasked Estep 
Score: -15382571.000000 Penalty: 5811.575684
	Iteration 17Q: 3 clusters Score -1.538257e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 116242 members 
Entering Unmasked Estep 
Score: -15382719.000000 Penalty: 5811.575684
	Iteration 18Q: 3 clusters Score -1.538272e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 116613 members 
Entering Unmasked Estep 
Score: -15382814.000000 Penalty: 5811.575684
	Iteration 19Q: 3 clusters Score -1.538281e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 116920 members 
Entering Unmasked Estep 
Score: -15382836.000000 Penalty: 5811.575684
	Iteration 20F: 3 clusters Score -1.538284e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 117168 members 
Entering Unmasked Estep 
Score: -15382902.000000 Penalty: 5811.575684
	Iteration 21Q: 3 clusters Score -1.53829e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 117355 members 
Entering Unmasked Estep 
Score: -15382908.000000 Penalty: 5811.575684
	Iteration 22Q: 3 clusters Score -1.538291e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 117516 members 
Entering Unmasked Estep 
Score: -15382944.000000 Penalty: 5811.575684
	Iteration 23Q: 3 clusters Score -1.538294e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 117669 members 
Entering Unmasked Estep 
Score: -15382935.000000 Penalty: 5811.575684
	Iteration 24Q: 3 clusters Score -1.538294e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 117797 members 
Entering Unmasked Estep 
Score: -15382953.000000 Penalty: 5811.575684
	Iteration 25Q: 3 clusters Score -1.538295e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 117911 members 
Entering Unmasked Estep 
Score: -15382972.000000 Penalty: 5811.575684
	Iteration 26Q: 3 clusters Score -1.538297e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 117999 members 
Entering Unmasked Estep 
Score: -15382969.000000 Penalty: 5811.575684
	Iteration 27Q: 3 clusters Score -1.538297e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 118070 members 
Entering Unmasked Estep 
Score: -15382939.000000 Penalty: 5811.575684
	Iteration 28Q: 3 clusters Score -1.538294e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 118125 members 
Entering Unmasked Estep 
Score: -15382951.000000 Penalty: 5811.575684
	Iteration 29Q: 3 clusters Score -1.538295e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 118184 members 
Entering Unmasked Estep 
Score: -15382952.000000 Penalty: 5811.575684
	Iteration 30Q: 3 clusters Score -1.538295e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 118232 members 
Entering Unmasked Estep 
Score: -15382979.000000 Penalty: 5811.575684
	Iteration 31Q: 3 clusters Score -1.538298e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 118281 members 
Entering Unmasked Estep 
Score: -15382985.000000 Penalty: 5811.575684
	Iteration 32Q: 3 clusters Score -1.538298e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 118330 members 
Entering Unmasked Estep 
Score: -15382970.000000 Penalty: 5811.575684
	Iteration 33Q: 3 clusters Score -1.538297e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 118379 members 
Entering Unmasked Estep 
Score: -15383001.000000 Penalty: 5811.575684
	Iteration 34Q: 3 clusters Score -1.5383e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 118421 members 
Entering Unmasked Estep 
Score: -15383032.000000 Penalty: 5811.575684
	Iteration 35Q: 3 clusters Score -1.538303e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 118464 members 
Entering Unmasked Estep 
Score: -15383014.000000 Penalty: 5811.575684
	Iteration 36Q: 3 clusters Score -1.538301e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 118513 members 
Entering Unmasked Estep 
Score: -15383033.000000 Penalty: 5811.575684
	Iteration 37Q: 3 clusters Score -1.538303e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 118542 members 
Entering Unmasked Estep 
Score: -15383034.000000 Penalty: 5811.575684
	Iteration 38Q: 3 clusters Score -1.538303e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 118577 members 
Entering Unmasked Estep 
Score: -15383070.000000 Penalty: 5811.575684
	Iteration 39Q: 3 clusters Score -1.538307e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 118599 members 
Entering Unmasked Estep 
Score: -15383056.000000 Penalty: 5811.575684
	Iteration 40F: 3 clusters Score -1.538306e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 118620 members 
Entering Unmasked Estep 
Score: -15383068.000000 Penalty: 5811.575684
	Iteration 41Q: 3 clusters Score -1.538307e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 118637 members 
Entering Unmasked Estep 
Score: -15383082.000000 Penalty: 5811.575684
	Iteration 42Q: 3 clusters Score -1.538308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 118646 members 
Entering Unmasked Estep 
Score: -15383074.000000 Penalty: 5811.575684
	Iteration 43Q: 3 clusters Score -1.538307e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 118657 members 
Entering Unmasked Estep 
Score: -15383069.000000 Penalty: 5811.575684
	Iteration 44Q: 3 clusters Score -1.538307e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 118667 members 
Entering Unmasked Estep 
Score: -15383064.000000 Penalty: 5811.575684
	Iteration 45Q: 3 clusters Score -1.538306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 118673 members 
Entering Unmasked Estep 
Score: -15383075.000000 Penalty: 5811.575684
	Iteration 46Q: 3 clusters Score -1.538308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 118680 members 
Entering Unmasked Estep 
Score: -15383080.000000 Penalty: 5811.575684
	Iteration 47Q: 3 clusters Score -1.538308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 118686 members 
Entering Unmasked Estep 
Score: -15383092.000000 Penalty: 5811.575684
	Iteration 48Q: 3 clusters Score -1.538309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 118693 members 
Entering Unmasked Estep 
Score: -15383083.000000 Penalty: 5811.575684
	Iteration 49Q: 3 clusters Score -1.538308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 118697 members 
Entering Unmasked Estep 
Score: -15383079.000000 Penalty: 5811.575684
	Iteration 50Q: 3 clusters Score -1.538308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 118701 members 
Entering Unmasked Estep 
Score: -15383077.000000 Penalty: 5811.575684
	Iteration 51Q: 3 clusters Score -1.538308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 118706 members 
Entering Unmasked Estep 
Score: -15383078.000000 Penalty: 5811.575684
	Iteration 52Q: 3 clusters Score -1.538308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 118709 members 
Entering Unmasked Estep 
Score: -15383074.000000 Penalty: 5811.575684
	Iteration 53Q: 3 clusters Score -1.538307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 118713 members 
Entering Unmasked Estep 
Score: -15383073.000000 Penalty: 5811.575684
	Iteration 54Q: 3 clusters Score -1.538307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 118715 members 
Entering Unmasked Estep 
Score: -15383070.000000 Penalty: 5811.575684
	Iteration 55Q: 3 clusters Score -1.538307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 118715 members 
Entering Unmasked Estep 
Score: -15383070.000000 Penalty: 5811.575684
	Iteration 56F: 3 clusters Score -1.538307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Entering Unmasked Estep 
Score: -2328512.000000 Penalty: 2437.653564
	Iteration 0F: 2 clusters Score -2328512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2315345.000000 Penalty: 4875.307129
	Iteration 0F: 3 clusters Score -2315345 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2319994.750000 Penalty: 4875.307129
	Iteration 1F: 3 clusters Score -2319995 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2320663.250000 Penalty: 4875.307129
	Iteration 2F: 3 clusters Score -2320663 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2321420.500000 Penalty: 4875.307129
	Iteration 3F: 3 clusters Score -2321420 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2322239.250000 Penalty: 4875.307129
	Iteration 4F: 3 clusters Score -2322239 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2323032.000000 Penalty: 4875.307129
	Iteration 5F: 3 clusters Score -2323032 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2323773.750000 Penalty: 4875.307129
	Iteration 6F: 3 clusters Score -2323774 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2324380.500000 Penalty: 4875.307129
	Iteration 7Q: 3 clusters Score -2324380 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2324811.500000 Penalty: 4875.307129
	Iteration 8Q: 3 clusters Score -2324812 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2325112.500000 Penalty: 4875.307129
	Iteration 9Q: 3 clusters Score -2325112 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2325310.750000 Penalty: 4875.307129
	Iteration 10Q: 3 clusters Score -2325311 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2325423.250000 Penalty: 4875.307129
	Iteration 11Q: 3 clusters Score -2325423 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2325513.000000 Penalty: 4875.307129
	Iteration 12Q: 3 clusters Score -2325513 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2325589.500000 Penalty: 4875.307129
	Iteration 13Q: 3 clusters Score -2325590 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2325675.250000 Penalty: 4875.307129
	Iteration 14Q: 3 clusters Score -2325675 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2325762.250000 Penalty: 4875.307129
	Iteration 15Q: 3 clusters Score -2325762 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2325819.500000 Penalty: 4875.307129
	Iteration 16Q: 3 clusters Score -2325820 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2325879.500000 Penalty: 4875.307129
	Iteration 17Q: 3 clusters Score -2325880 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2325927.000000 Penalty: 4875.307129
	Iteration 18Q: 3 clusters Score -2325927 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2325971 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2326000 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2326051.000000 Penalty: 4875.307129
	Iteration 21Q: 3 clusters Score -2326051 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2326087 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2326138.000000 Penalty: 4875.307129
	Iteration 23Q: 3 clusters Score -2326138 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2326175 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2326208.750000 Penalty: 4875.307129
	Iteration 25Q: 3 clusters Score -2326209 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2326227.000000 Penalty: 4875.307129
	Iteration 26Q: 3 clusters Score -2326227 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2326257.000000 Penalty: 4875.307129
	Iteration 27Q: 3 clusters Score -2326257 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2326272 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2326286.250000 Penalty: 4875.307129
	Iteration 29Q: 3 clusters Score -2326286 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2326298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2326305.250000 Penalty: 4875.307129
	Iteration 31Q: 3 clusters Score -2326305 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2326313.250000 Penalty: 4875.307129
	Iteration 32Q: 3 clusters Score -2326313 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2326321 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2326326.750000 Penalty: 4875.307129
	Iteration 34Q: 3 clusters Score -2326327 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2326333.000000 Penalty: 4875.307129
	Iteration 35Q: 3 clusters Score -2326333 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2326347.250000 Penalty: 4875.307129
	Iteration 36Q: 3 clusters Score -2326347 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2326366 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2326374 nChanged 40
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Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2326386 nChanged 36
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Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2326397 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2326402 nChanged 35
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Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2326411.000000 Penalty: 4875.307129
	Iteration 42Q: 3 clusters Score -2326411 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2326424 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2326429 nChanged 31
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Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2326432 nChanged 20
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Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2326438 nChanged 23
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Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2326442 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2326446 nChanged 16
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Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2326455 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2326453 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2326453 nChanged 16
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Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2326457 nChanged 17
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Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2326460 nChanged 11
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Mstep: Class 1 contains 16216 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2326468 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16227 members 
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Entering Unmasked Estep 
Score: -2326463.250000 Penalty: 4875.307129
	Iteration 55Q: 3 clusters Score -2326463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2326471 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2326473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2326491 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2326494 nChanged 33
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Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2326499.000000 Penalty: 4875.307129
	Iteration 60F: 3 clusters Score -2326499 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16371 members 
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Entering Unmasked Estep 
Score: -2326512.000000 Penalty: 4875.307129
	Iteration 61Q: 3 clusters Score -2326512 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
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Entering Unmasked Estep 
Score: -2326519.250000 Penalty: 4875.307129
	Iteration 62Q: 3 clusters Score -2326519 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
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Entering Unmasked Estep 
Score: -2326530.250000 Penalty: 4875.307129
	Iteration 63Q: 3 clusters Score -2326530 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
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Entering Unmasked Estep 
Score: -2326548.500000 Penalty: 4875.307129
	Iteration 64Q: 3 clusters Score -2326548 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16513 members 
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Entering Unmasked Estep 
Score: -2326561.250000 Penalty: 4875.307129
	Iteration 65Q: 3 clusters Score -2326561 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2326570 nChanged 39
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Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2326582 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2326600.500000 Penalty: 4875.307129
	Iteration 68Q: 3 clusters Score -2326600 nChanged 40
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Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2326612 nChanged 42
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Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2326627.750000 Penalty: 4875.307129
	Iteration 70Q: 3 clusters Score -2326628 nChanged 40
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Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2326644.500000 Penalty: 4875.307129
	Iteration 71Q: 3 clusters Score -2326644 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2326667 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16827 members 
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Entering Unmasked Estep 
Score: -2326684.500000 Penalty: 4875.307129
	Iteration 73Q: 3 clusters Score -2326684 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16865 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2326698 nChanged 40
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Mstep: Class 1 contains 16905 members 
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Entering Unmasked Estep 
Score: -2326716.500000 Penalty: 4875.307129
	Iteration 75Q: 3 clusters Score -2326716 nChanged 30
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Mstep: Class 1 contains 16935 members 
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Entering Unmasked Estep 
Score: -2326724.000000 Penalty: 4875.307129
	Iteration 76Q: 3 clusters Score -2326724 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16956 members 
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Entering Unmasked Estep 
Score: -2326731.250000 Penalty: 4875.307129
	Iteration 77Q: 3 clusters Score -2326731 nChanged 15
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Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2326737 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2326740.000000 Penalty: 4875.307129
	Iteration 79Q: 3 clusters Score -2326740 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2326747.250000 Penalty: 4875.307129
	Iteration 80F: 3 clusters Score -2326747 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2326747 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2326751.000000 Penalty: 4875.307129
	Iteration 82Q: 3 clusters Score -2326751 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2326754.500000 Penalty: 4875.307129
	Iteration 83Q: 3 clusters Score -2326754 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2326754 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17045 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2326753 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2326754 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2326765.250000 Penalty: 4875.307129
	Iteration 87Q: 3 clusters Score -2326765 nChanged 12
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Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2326768 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2326768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2326774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2326778.500000 Penalty: 4875.307129
	Iteration 91Q: 3 clusters Score -2326778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2326779.750000 Penalty: 4875.307129
	Iteration 92Q: 3 clusters Score -2326780 nChanged 5
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Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2326782.250000 Penalty: 4875.307129
	Iteration 93Q: 3 clusters Score -2326782 nChanged 3
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Mstep: Class 1 contains 17116 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2326783 nChanged 6
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Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2326781.500000 Penalty: 4875.307129
	Iteration 95Q: 3 clusters Score -2326782 nChanged 5
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Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2326783 nChanged 3
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Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2326784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2326781 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2326783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2326789.750000 Penalty: 4875.307129
	Iteration 100F: 3 clusters Score -2326790 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17140 members 
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Entering Unmasked Estep 
Score: -2326792.250000 Penalty: 4875.307129
	Iteration 101Q: 3 clusters Score -2326792 nChanged 1
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Mstep: Class 1 contains 17141 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2326794 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2326797.250000 Penalty: 4875.307129
	Iteration 103Q: 3 clusters Score -2326797 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2326799 nChanged 1
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Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2326796 nChanged 1
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Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2326797 nChanged 1
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Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2326796 nChanged 1
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Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2326793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2326790.000000 Penalty: 4875.307129
	Iteration 109Q: 3 clusters Score -2326790 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2326794 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2326794 nChanged 0
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Entering Unmasked Estep 
Score: -2326794.250000 Penalty: 4875.307129
	Iteration 112F: 3 clusters Score -2326794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -51133.550781 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -51133.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49704.757812 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -49704.76 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50093.492188 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -50093.49 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50297.867188 Penalty: 3095.176758
	Iteration 2F: 3 clusters Score -50297.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50521.351562 Penalty: 3095.176758
	Iteration 3F: 3 clusters Score -50521.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50623.921875 Penalty: 3095.176758
	Iteration 4Q: 3 clusters Score -50623.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50746.656250 Penalty: 3095.176758
	Iteration 5Q: 3 clusters Score -50746.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50969.964844 Penalty: 3095.176758
	Iteration 6Q: 3 clusters Score -50969.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51362.253906 Penalty: 3095.176758
	Iteration 7F: 3 clusters Score -51362.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51756.019531 Penalty: 3095.176758
	Iteration 8Q: 3 clusters Score -51756.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51790.230469 Penalty: 3095.176758
	Iteration 9Q: 3 clusters Score -51790.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51831.781250 Penalty: 3095.176758
	Iteration 10Q: 3 clusters Score -51831.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51864.292969 Penalty: 3095.176758
	Iteration 11Q: 3 clusters Score -51864.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51895.132812 Penalty: 3095.176758
	Iteration 12Q: 3 clusters Score -51895.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51917.285156 Penalty: 3095.176758
	Iteration 13Q: 3 clusters Score -51917.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51961.902344 Penalty: 3095.176758
	Iteration 14Q: 3 clusters Score -51961.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51975.222656 Penalty: 3095.176758
	Iteration 15Q: 3 clusters Score -51975.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51978.480469 Penalty: 3095.176758
	Iteration 16Q: 3 clusters Score -51978.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -51985.109375 Penalty: 3095.176758
	Iteration 17Q: 3 clusters Score -51985.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -51986.117188 Penalty: 3095.176758
	Iteration 18F: 3 clusters Score -51986.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51987.941406 Penalty: 3095.176758
	Iteration 19Q: 3 clusters Score -51987.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51987.941406 Penalty: 3095.176758
	Iteration 20F: 3 clusters Score -51987.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122625 members 
Mstep: Class 4 contains 18569 members 
Mstep: Class 5 contains 193 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 20352 members 
Mstep: Class 8 contains 249677 members 
Mstep: Class 9 contains 62440 members 
Mstep: Class 10 contains 27479 members 
Mstep: Class 11 contains 4170 members 
Mstep: Class 12 contains 30220 members 
Mstep: Class 13 contains 14814 members 
Mstep: Class 14 contains 2885 members 
Mstep: Class 15 contains 195524 members 
Mstep: Class 16 contains 75907 members 
Mstep: Class 17 contains 31846 members 
Mstep: Class 18 contains 957 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24653 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 19545 members 
Mstep: Class 23 contains 10685 members 
Mstep: Class 24 contains 34110 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298184 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6245 members 
Mstep: Class 31 contains 320 members 
Entering Unmasked Estep 
Score: -154588144.000000 Penalty: 108076.187500
Splitting cluster 5 changes total score from -154589616.000000 to -154588144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Entering Unmasked Estep 
Score: -481706.562500 Penalty: 2054.369141
	Iteration 0F: 2 clusters Score -481706.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -477795.937500 Penalty: 4108.738281
	Iteration 0F: 3 clusters Score -477795.9 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -478582.343750 Penalty: 4108.738281
	Iteration 1F: 3 clusters Score -478582.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -478774.718750 Penalty: 4108.738281
	Iteration 2F: 3 clusters Score -478774.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -478900.875000 Penalty: 4108.738281
	Iteration 3F: 3 clusters Score -478900.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -478964.125000 Penalty: 4108.738281
	Iteration 4Q: 3 clusters Score -478964.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -479015.062500 Penalty: 4108.738281
	Iteration 5Q: 3 clusters Score -479015.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -479060.687500 Penalty: 4108.738281
	Iteration 6Q: 3 clusters Score -479060.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -479098.062500 Penalty: 4108.738281
	Iteration 7Q: 3 clusters Score -479098.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -479128.125000 Penalty: 4108.738281
	Iteration 8Q: 3 clusters Score -479128.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -479155.000000 Penalty: 4108.738281
	Iteration 9Q: 3 clusters Score -479155 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -479181.250000 Penalty: 4108.738281
	Iteration 10Q: 3 clusters Score -479181.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -479202.437500 Penalty: 4108.738281
	Iteration 11Q: 3 clusters Score -479202.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -479223.906250 Penalty: 4108.738281
	Iteration 12Q: 3 clusters Score -479223.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -479247.156250 Penalty: 4108.738281
	Iteration 13Q: 3 clusters Score -479247.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -479270.187500 Penalty: 4108.738281
	Iteration 14Q: 3 clusters Score -479270.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -479297.437500 Penalty: 4108.738281
	Iteration 15Q: 3 clusters Score -479297.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -479318.531250 Penalty: 4108.738281
	Iteration 16Q: 3 clusters Score -479318.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -479341.156250 Penalty: 4108.738281
	Iteration 17Q: 3 clusters Score -479341.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -479358.500000 Penalty: 4108.738281
	Iteration 18Q: 3 clusters Score -479358.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -479378.343750 Penalty: 4108.738281
	Iteration 19Q: 3 clusters Score -479378.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -479402.750000 Penalty: 4108.738281
	Iteration 20F: 3 clusters Score -479402.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -479421.593750 Penalty: 4108.738281
	Iteration 21Q: 3 clusters Score -479421.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -479440.781250 Penalty: 4108.738281
	Iteration 22Q: 3 clusters Score -479440.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -479470.468750 Penalty: 4108.738281
	Iteration 23Q: 3 clusters Score -479470.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -479496.125000 Penalty: 4108.738281
	Iteration 24Q: 3 clusters Score -479496.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -479516.531250 Penalty: 4108.738281
	Iteration 25Q: 3 clusters Score -479516.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -479541.406250 Penalty: 4108.738281
	Iteration 26Q: 3 clusters Score -479541.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -479570.500000 Penalty: 4108.738281
	Iteration 27Q: 3 clusters Score -479570.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -479604.656250 Penalty: 4108.738281
	Iteration 28Q: 3 clusters Score -479604.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -479644.781250 Penalty: 4108.738281
	Iteration 29Q: 3 clusters Score -479644.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -479677.406250 Penalty: 4108.738281
	Iteration 30Q: 3 clusters Score -479677.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -479705.093750 Penalty: 4108.738281
	Iteration 31Q: 3 clusters Score -479705.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -479737.500000 Penalty: 4108.738281
	Iteration 32Q: 3 clusters Score -479737.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -479769.218750 Penalty: 4108.738281
	Iteration 33Q: 3 clusters Score -479769.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -479799.187500 Penalty: 4108.738281
	Iteration 34Q: 3 clusters Score -479799.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -479832.531250 Penalty: 4108.738281
	Iteration 35Q: 3 clusters Score -479832.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -479863.281250 Penalty: 4108.738281
	Iteration 36Q: 3 clusters Score -479863.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -479881.875000 Penalty: 4108.738281
	Iteration 37Q: 3 clusters Score -479881.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -479894.031250 Penalty: 4108.738281
	Iteration 38Q: 3 clusters Score -479894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -479902.718750 Penalty: 4108.738281
	Iteration 39Q: 3 clusters Score -479902.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -479911.187500 Penalty: 4108.738281
	Iteration 40F: 3 clusters Score -479911.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -479923.687500 Penalty: 4108.738281
	Iteration 41Q: 3 clusters Score -479923.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -479935.718750 Penalty: 4108.738281
	Iteration 42Q: 3 clusters Score -479935.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -479945.718750 Penalty: 4108.738281
	Iteration 43Q: 3 clusters Score -479945.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -479954.125000 Penalty: 4108.738281
	Iteration 44Q: 3 clusters Score -479954.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -479960.093750 Penalty: 4108.738281
	Iteration 45Q: 3 clusters Score -479960.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -479968.875000 Penalty: 4108.738281
	Iteration 46Q: 3 clusters Score -479968.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -479976.000000 Penalty: 4108.738281
	Iteration 47Q: 3 clusters Score -479976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -479985.781250 Penalty: 4108.738281
	Iteration 48Q: 3 clusters Score -479985.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -479996.781250 Penalty: 4108.738281
	Iteration 49Q: 3 clusters Score -479996.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -480007.562500 Penalty: 4108.738281
	Iteration 50Q: 3 clusters Score -480007.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -480025.187500 Penalty: 4108.738281
	Iteration 51Q: 3 clusters Score -480025.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -480053.781250 Penalty: 4108.738281
	Iteration 52Q: 3 clusters Score -480053.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -480084.031250 Penalty: 4108.738281
	Iteration 53Q: 3 clusters Score -480084 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -480130.656250 Penalty: 4108.738281
	Iteration 54Q: 3 clusters Score -480130.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -480212.625000 Penalty: 4108.738281
	Iteration 55Q: 3 clusters Score -480212.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -480339.093750 Penalty: 4108.738281
	Iteration 56Q: 3 clusters Score -480339.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -480488.843750 Penalty: 4108.738281
	Iteration 57Q: 3 clusters Score -480488.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -480579.625000 Penalty: 4108.738281
	Iteration 58Q: 3 clusters Score -480579.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -480619.093750 Penalty: 4108.738281
	Iteration 59Q: 3 clusters Score -480619.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -480645.843750 Penalty: 4108.738281
	Iteration 60F: 3 clusters Score -480645.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -480656.000000 Penalty: 4108.738281
	Iteration 61Q: 3 clusters Score -480656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -480662.375000 Penalty: 4108.738281
	Iteration 62Q: 3 clusters Score -480662.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -480667.750000 Penalty: 4108.738281
	Iteration 63Q: 3 clusters Score -480667.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -480669.187500 Penalty: 4108.738281
	Iteration 64Q: 3 clusters Score -480669.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -480669.750000 Penalty: 4108.738281
	Iteration 65Q: 3 clusters Score -480669.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -480670.437500 Penalty: 4108.738281
	Iteration 66Q: 3 clusters Score -480670.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -480670.437500 Penalty: 4108.738281
	Iteration 67F: 3 clusters Score -480670.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Entering Unmasked Estep 
Score: -2547677.250000 Penalty: 2460.391846
	Iteration 0F: 2 clusters Score -2547677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2533459.500000 Penalty: 4920.783691
	Iteration 0F: 3 clusters Score -2533460 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2538163.250000 Penalty: 4920.783691
	Iteration 1F: 3 clusters Score -2538163 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2538634.500000 Penalty: 4920.783691
	Iteration 2F: 3 clusters Score -2538634 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2539114.250000 Penalty: 4920.783691
	Iteration 3F: 3 clusters Score -2539114 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2539652.750000 Penalty: 4920.783691
	Iteration 4Q: 3 clusters Score -2539653 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2540230.000000 Penalty: 4920.783691
	Iteration 5F: 3 clusters Score -2540230 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2540865.500000 Penalty: 4920.783691
	Iteration 6F: 3 clusters Score -2540866 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2541503.750000 Penalty: 4920.783691
	Iteration 7F: 3 clusters Score -2541504 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2542069.250000 Penalty: 4920.783691
	Iteration 8F: 3 clusters Score -2542069 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2542519.750000 Penalty: 4920.783691
	Iteration 9Q: 3 clusters Score -2542520 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2542847.250000 Penalty: 4920.783691
	Iteration 10Q: 3 clusters Score -2542847 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2543106.000000 Penalty: 4920.783691
	Iteration 11Q: 3 clusters Score -2543106 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2543334.000000 Penalty: 4920.783691
	Iteration 12Q: 3 clusters Score -2543334 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2543500.250000 Penalty: 4920.783691
	Iteration 13Q: 3 clusters Score -2543500 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2543621.000000 Penalty: 4920.783691
	Iteration 14Q: 3 clusters Score -2543621 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2543722.750000 Penalty: 4920.783691
	Iteration 15Q: 3 clusters Score -2543723 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2543804.750000 Penalty: 4920.783691
	Iteration 16Q: 3 clusters Score -2543805 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2543891.250000 Penalty: 4920.783691
	Iteration 17Q: 3 clusters Score -2543891 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2543976.500000 Penalty: 4920.783691
	Iteration 18Q: 3 clusters Score -2543976 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2544076.500000 Penalty: 4920.783691
	Iteration 19Q: 3 clusters Score -2544076 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2544166.000000 Penalty: 4920.783691
	Iteration 20F: 3 clusters Score -2544166 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2544240.000000 Penalty: 4920.783691
	Iteration 21Q: 3 clusters Score -2544240 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2544309.500000 Penalty: 4920.783691
	Iteration 22Q: 3 clusters Score -2544310 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2544382.250000 Penalty: 4920.783691
	Iteration 23Q: 3 clusters Score -2544382 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2544440.750000 Penalty: 4920.783691
	Iteration 24Q: 3 clusters Score -2544441 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2544504.500000 Penalty: 4920.783691
	Iteration 25Q: 3 clusters Score -2544504 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2544574.500000 Penalty: 4920.783691
	Iteration 26Q: 3 clusters Score -2544574 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2544627.000000 Penalty: 4920.783691
	Iteration 27Q: 3 clusters Score -2544627 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2544681.000000 Penalty: 4920.783691
	Iteration 28Q: 3 clusters Score -2544681 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2544731.500000 Penalty: 4920.783691
	Iteration 29Q: 3 clusters Score -2544732 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2544780.250000 Penalty: 4920.783691
	Iteration 30Q: 3 clusters Score -2544780 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2544836.750000 Penalty: 4920.783691
	Iteration 31Q: 3 clusters Score -2544837 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2544874.500000 Penalty: 4920.783691
	Iteration 32Q: 3 clusters Score -2544874 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2544904.000000 Penalty: 4920.783691
	Iteration 33Q: 3 clusters Score -2544904 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2544926.000000 Penalty: 4920.783691
	Iteration 34Q: 3 clusters Score -2544926 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2544959.750000 Penalty: 4920.783691
	Iteration 35Q: 3 clusters Score -2544960 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2544975.500000 Penalty: 4920.783691
	Iteration 36Q: 3 clusters Score -2544976 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2544989.250000 Penalty: 4920.783691
	Iteration 37Q: 3 clusters Score -2544989 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2545007.500000 Penalty: 4920.783691
	Iteration 38Q: 3 clusters Score -2545008 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2545029.250000 Penalty: 4920.783691
	Iteration 39Q: 3 clusters Score -2545029 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2545048.500000 Penalty: 4920.783691
	Iteration 40F: 3 clusters Score -2545048 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2545076.250000 Penalty: 4920.783691
	Iteration 41Q: 3 clusters Score -2545076 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2545085.000000 Penalty: 4920.783691
	Iteration 42Q: 3 clusters Score -2545085 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2545109.250000 Penalty: 4920.783691
	Iteration 43Q: 3 clusters Score -2545109 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2545131.250000 Penalty: 4920.783691
	Iteration 44Q: 3 clusters Score -2545131 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2545147.500000 Penalty: 4920.783691
	Iteration 45Q: 3 clusters Score -2545148 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2545170.500000 Penalty: 4920.783691
	Iteration 46Q: 3 clusters Score -2545170 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2545185.250000 Penalty: 4920.783691
	Iteration 47Q: 3 clusters Score -2545185 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2545206.500000 Penalty: 4920.783691
	Iteration 48Q: 3 clusters Score -2545206 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2545232.250000 Penalty: 4920.783691
	Iteration 49Q: 3 clusters Score -2545232 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2545260.250000 Penalty: 4920.783691
	Iteration 50Q: 3 clusters Score -2545260 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2545274.750000 Penalty: 4920.783691
	Iteration 51Q: 3 clusters Score -2545275 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2545294.250000 Penalty: 4920.783691
	Iteration 52Q: 3 clusters Score -2545294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2545301.500000 Penalty: 4920.783691
	Iteration 53Q: 3 clusters Score -2545302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2545333.750000 Penalty: 4920.783691
	Iteration 54Q: 3 clusters Score -2545334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2545342.500000 Penalty: 4920.783691
	Iteration 55Q: 3 clusters Score -2545342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2545359.750000 Penalty: 4920.783691
	Iteration 56Q: 3 clusters Score -2545360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2545371.250000 Penalty: 4920.783691
	Iteration 57Q: 3 clusters Score -2545371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2545371.500000 Penalty: 4920.783691
	Iteration 58Q: 3 clusters Score -2545372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2545383.500000 Penalty: 4920.783691
	Iteration 59Q: 3 clusters Score -2545384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2545398.250000 Penalty: 4920.783691
	Iteration 60F: 3 clusters Score -2545398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2545404.250000 Penalty: 4920.783691
	Iteration 61Q: 3 clusters Score -2545404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2545419.500000 Penalty: 4920.783691
	Iteration 62Q: 3 clusters Score -2545420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2545429.250000 Penalty: 4920.783691
	Iteration 63Q: 3 clusters Score -2545429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2545426.250000 Penalty: 4920.783691
	Iteration 64Q: 3 clusters Score -2545426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2545434.250000 Penalty: 4920.783691
	Iteration 65Q: 3 clusters Score -2545434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2545438.750000 Penalty: 4920.783691
	Iteration 66Q: 3 clusters Score -2545439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2545445.750000 Penalty: 4920.783691
	Iteration 67Q: 3 clusters Score -2545446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2545449.750000 Penalty: 4920.783691
	Iteration 68Q: 3 clusters Score -2545450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2545460.000000 Penalty: 4920.783691
	Iteration 69Q: 3 clusters Score -2545460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2545463.750000 Penalty: 4920.783691
	Iteration 70Q: 3 clusters Score -2545464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2545465.000000 Penalty: 4920.783691
	Iteration 71Q: 3 clusters Score -2545465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2545463.750000 Penalty: 4920.783691
	Iteration 72Q: 3 clusters Score -2545464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2545473.000000 Penalty: 4920.783691
	Iteration 73Q: 3 clusters Score -2545473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2545474.000000 Penalty: 4920.783691
	Iteration 74Q: 3 clusters Score -2545474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2545479.000000 Penalty: 4920.783691
	Iteration 75Q: 3 clusters Score -2545479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2545484.250000 Penalty: 4920.783691
	Iteration 76Q: 3 clusters Score -2545484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2545486.000000 Penalty: 4920.783691
	Iteration 77Q: 3 clusters Score -2545486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2545487.250000 Penalty: 4920.783691
	Iteration 78Q: 3 clusters Score -2545487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2545487.750000 Penalty: 4920.783691
	Iteration 79Q: 3 clusters Score -2545488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2545491.250000 Penalty: 4920.783691
	Iteration 80F: 3 clusters Score -2545491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2545493.250000 Penalty: 4920.783691
	Iteration 81Q: 3 clusters Score -2545493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2545495.250000 Penalty: 4920.783691
	Iteration 82Q: 3 clusters Score -2545495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2545488.500000 Penalty: 4920.783691
	Iteration 83Q: 3 clusters Score -2545488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2545496.250000 Penalty: 4920.783691
	Iteration 84Q: 3 clusters Score -2545496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2545496.750000 Penalty: 4920.783691
	Iteration 85Q: 3 clusters Score -2545497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2545499.500000 Penalty: 4920.783691
	Iteration 86Q: 3 clusters Score -2545500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2545501.750000 Penalty: 4920.783691
	Iteration 87Q: 3 clusters Score -2545502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2545505.500000 Penalty: 4920.783691
	Iteration 88Q: 3 clusters Score -2545506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2545513.750000 Penalty: 4920.783691
	Iteration 89Q: 3 clusters Score -2545514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2545517.500000 Penalty: 4920.783691
	Iteration 90Q: 3 clusters Score -2545518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2545515.750000 Penalty: 4920.783691
	Iteration 91Q: 3 clusters Score -2545516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2545514.750000 Penalty: 4920.783691
	Iteration 92Q: 3 clusters Score -2545515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2545517.250000 Penalty: 4920.783691
	Iteration 93Q: 3 clusters Score -2545517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2545517.000000 Penalty: 4920.783691
	Iteration 94Q: 3 clusters Score -2545517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2545518.250000 Penalty: 4920.783691
	Iteration 95Q: 3 clusters Score -2545518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2545519.250000 Penalty: 4920.783691
	Iteration 96Q: 3 clusters Score -2545519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2545524.250000 Penalty: 4920.783691
	Iteration 97Q: 3 clusters Score -2545524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2545526.750000 Penalty: 4920.783691
	Iteration 98Q: 3 clusters Score -2545527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2545529.750000 Penalty: 4920.783691
	Iteration 99Q: 3 clusters Score -2545530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2545536.750000 Penalty: 4920.783691
	Iteration 100F: 3 clusters Score -2545537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2545538.250000 Penalty: 4920.783691
	Iteration 101Q: 3 clusters Score -2545538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2545550.750000 Penalty: 4920.783691
	Iteration 102Q: 3 clusters Score -2545551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2545555.250000 Penalty: 4920.783691
	Iteration 103Q: 3 clusters Score -2545555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2545552.750000 Penalty: 4920.783691
	Iteration 104Q: 3 clusters Score -2545553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2545555.250000 Penalty: 4920.783691
	Iteration 105Q: 3 clusters Score -2545555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2545557.000000 Penalty: 4920.783691
	Iteration 106Q: 3 clusters Score -2545557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2545558.000000 Penalty: 4920.783691
	Iteration 107Q: 3 clusters Score -2545558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2545557.750000 Penalty: 4920.783691
	Iteration 108Q: 3 clusters Score -2545558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2545560.250000 Penalty: 4920.783691
	Iteration 109Q: 3 clusters Score -2545560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2545558.750000 Penalty: 4920.783691
	Iteration 110Q: 3 clusters Score -2545559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2545561.000000 Penalty: 4920.783691
	Iteration 111Q: 3 clusters Score -2545561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2545560.750000 Penalty: 4920.783691
	Iteration 112Q: 3 clusters Score -2545561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2545559.500000 Penalty: 4920.783691
	Iteration 113Q: 3 clusters Score -2545560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2545559.500000 Penalty: 4920.783691
	Iteration 114Q: 3 clusters Score -2545560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2545558.750000 Penalty: 4920.783691
	Iteration 115Q: 3 clusters Score -2545559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2545564.500000 Penalty: 4920.783691
	Iteration 116Q: 3 clusters Score -2545564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2545565.250000 Penalty: 4920.783691
	Iteration 117Q: 3 clusters Score -2545565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2545565.250000 Penalty: 4920.783691
	Iteration 118F: 3 clusters Score -2545565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (249677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249677 members 
Entering Unmasked Estep 
Score: -30973902.000000 Penalty: 3082.125000
	Iteration 0F: 2 clusters Score -3.09739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124389 members 
Mstep: Class 2 contains 125288 members 
Entering Unmasked Estep 
Score: -30817532.000000 Penalty: 6164.250000
	Iteration 0F: 3 clusters Score -3.081753e+07 nChanged 120578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114153 members 
Mstep: Class 2 contains 135524 members 
Entering Unmasked Estep 
Score: -30888514.000000 Penalty: 6164.250000
	Iteration 1F: 3 clusters Score -3.088851e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107773 members 
Mstep: Class 2 contains 141904 members 
Entering Unmasked Estep 
Score: -30891066.000000 Penalty: 6164.250000
	Iteration 2Q: 3 clusters Score -3.089107e+07 nChanged 10934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97943 members 
Mstep: Class 2 contains 151734 members 
Entering Unmasked Estep 
Score: -30895756.000000 Penalty: 6164.250000
	Iteration 3Q: 3 clusters Score -3.089576e+07 nChanged 15429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83414 members 
Mstep: Class 2 contains 166263 members 
Entering Unmasked Estep 
Score: -30904636.000000 Penalty: 6164.250000
	Iteration 4F: 3 clusters Score -3.090464e+07 nChanged 20304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63876 members 
Mstep: Class 2 contains 185801 members 
Entering Unmasked Estep 
Score: -30919660.000000 Penalty: 6164.250000
	Iteration 5F: 3 clusters Score -3.091966e+07 nChanged 23706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 209075 members 
Entering Unmasked Estep 
Score: -30939174.000000 Penalty: 6164.250000
	Iteration 6F: 3 clusters Score -3.093917e+07 nChanged 20867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 229810 members 
Entering Unmasked Estep 
Score: -30956606.000000 Penalty: 6164.250000
	Iteration 7F: 3 clusters Score -3.095661e+07 nChanged 12361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 242139 members 
Entering Unmasked Estep 
Score: -30966332.000000 Penalty: 6164.250000
	Iteration 8Q: 3 clusters Score -3.096633e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 247022 members 
Entering Unmasked Estep 
Score: -30969844.000000 Penalty: 6164.250000
	Iteration 9Q: 3 clusters Score -3.096984e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 248478 members 
Entering Unmasked Estep 
Score: -30970850.000000 Penalty: 6164.250000
	Iteration 10Q: 3 clusters Score -3.097085e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 248923 members 
Entering Unmasked Estep 
Score: -30971250.000000 Penalty: 6164.250000
	Iteration 11Q: 3 clusters Score -3.097125e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 249069 members 
Entering Unmasked Estep 
Score: -30971384.000000 Penalty: 6164.250000
	Iteration 12Q: 3 clusters Score -3.097138e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 249146 members 
Entering Unmasked Estep 
Score: -30971406.000000 Penalty: 6164.250000
	Iteration 13Q: 3 clusters Score -3.097141e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 249195 members 
Entering Unmasked Estep 
Score: -30971472.000000 Penalty: 6164.250000
	Iteration 14Q: 3 clusters Score -3.097147e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 249219 members 
Entering Unmasked Estep 
Score: -30971494.000000 Penalty: 6164.250000
	Iteration 15Q: 3 clusters Score -3.097149e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 249235 members 
Entering Unmasked Estep 
Score: -30971480.000000 Penalty: 6164.250000
	Iteration 16Q: 3 clusters Score -3.097148e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 249245 members 
Entering Unmasked Estep 
Score: -30971524.000000 Penalty: 6164.250000
	Iteration 17Q: 3 clusters Score -3.097152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 249251 members 
Entering Unmasked Estep 
Score: -30971520.000000 Penalty: 6164.250000
	Iteration 18Q: 3 clusters Score -3.097152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 249255 members 
Entering Unmasked Estep 
Score: -30971524.000000 Penalty: 6164.250000
	Iteration 19Q: 3 clusters Score -3.097152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 249255 members 
Entering Unmasked Estep 
Score: -30971522.000000 Penalty: 6164.250000
	Iteration 20F: 3 clusters Score -3.097152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 249258 members 
Entering Unmasked Estep 
Score: -30971514.000000 Penalty: 6164.250000
	Iteration 21Q: 3 clusters Score -3.097151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 249260 members 
Entering Unmasked Estep 
Score: -30971532.000000 Penalty: 6164.250000
	Iteration 22Q: 3 clusters Score -3.097153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 249260 members 
Entering Unmasked Estep 
Score: -30971532.000000 Penalty: 6164.250000
	Iteration 23F: 3 clusters Score -3.097153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (62440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Entering Unmasked Estep 
Score: -7843596.500000 Penalty: 2738.406494
	Iteration 0F: 2 clusters Score -7843596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -7801657.500000 Penalty: 5476.812988
	Iteration 0F: 3 clusters Score -7801658 nChanged 28959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -7817869.500000 Penalty: 5476.812988
	Iteration 1F: 3 clusters Score -7817870 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -7818528.000000 Penalty: 5476.812988
	Iteration 2Q: 3 clusters Score -7818528 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -7819190.500000 Penalty: 5476.812988
	Iteration 3Q: 3 clusters Score -7819190 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -7819962.500000 Penalty: 5476.812988
	Iteration 4Q: 3 clusters Score -7819962 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -7820997.500000 Penalty: 5476.812988
	Iteration 5Q: 3 clusters Score -7820998 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -7822227.500000 Penalty: 5476.812988
	Iteration 6Q: 3 clusters Score -7822228 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -7823944.000000 Penalty: 5476.812988
	Iteration 7F: 3 clusters Score -7823944 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -7826421.000000 Penalty: 5476.812988
	Iteration 8F: 3 clusters Score -7826421 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -7829562.000000 Penalty: 5476.812988
	Iteration 9F: 3 clusters Score -7829562 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -7833245.000000 Penalty: 5476.812988
	Iteration 10F: 3 clusters Score -7833245 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -7836663.500000 Penalty: 5476.812988
	Iteration 11F: 3 clusters Score -7836664 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 56566 members 
Entering Unmasked Estep 
Score: -7839241.500000 Penalty: 5476.812988
	Iteration 12Q: 3 clusters Score -7839242 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -7840641.000000 Penalty: 5476.812988
	Iteration 13Q: 3 clusters Score -7840641 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -7841246.000000 Penalty: 5476.812988
	Iteration 14Q: 3 clusters Score -7841246 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 58663 members 
Entering Unmasked Estep 
Score: -7841559.500000 Penalty: 5476.812988
	Iteration 15Q: 3 clusters Score -7841560 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -7841690.500000 Penalty: 5476.812988
	Iteration 16Q: 3 clusters Score -7841690 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 59101 members 
Entering Unmasked Estep 
Score: -7841770.500000 Penalty: 5476.812988
	Iteration 17Q: 3 clusters Score -7841770 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 59243 members 
Entering Unmasked Estep 
Score: -7841845.000000 Penalty: 5476.812988
	Iteration 18Q: 3 clusters Score -7841845 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -7841856.500000 Penalty: 5476.812988
	Iteration 19Q: 3 clusters Score -7841856 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 59421 members 
Entering Unmasked Estep 
Score: -7841901.000000 Penalty: 5476.812988
	Iteration 20F: 3 clusters Score -7841901 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 59490 members 
Entering Unmasked Estep 
Score: -7841917.000000 Penalty: 5476.812988
	Iteration 21Q: 3 clusters Score -7841917 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 59543 members 
Entering Unmasked Estep 
Score: -7841932.500000 Penalty: 5476.812988
	Iteration 22Q: 3 clusters Score -7841932 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 59584 members 
Entering Unmasked Estep 
Score: -7841956.000000 Penalty: 5476.812988
	Iteration 23Q: 3 clusters Score -7841956 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 59623 members 
Entering Unmasked Estep 
Score: -7841956.500000 Penalty: 5476.812988
	Iteration 24Q: 3 clusters Score -7841956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 59667 members 
Entering Unmasked Estep 
Score: -7841938.500000 Penalty: 5476.812988
	Iteration 25Q: 3 clusters Score -7841938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -7841948.500000 Penalty: 5476.812988
	Iteration 26Q: 3 clusters Score -7841948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
Score: -7841954.000000 Penalty: 5476.812988
	Iteration 27Q: 3 clusters Score -7841954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 59747 members 
Entering Unmasked Estep 
Score: -7841970.000000 Penalty: 5476.812988
	Iteration 28Q: 3 clusters Score -7841970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -7841972.500000 Penalty: 5476.812988
	Iteration 29Q: 3 clusters Score -7841972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 59789 members 
Entering Unmasked Estep 
Score: -7841981.500000 Penalty: 5476.812988
	Iteration 30Q: 3 clusters Score -7841982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -7841984.500000 Penalty: 5476.812988
	Iteration 31Q: 3 clusters Score -7841984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 59834 members 
Entering Unmasked Estep 
Score: -7841992.500000 Penalty: 5476.812988
	Iteration 32Q: 3 clusters Score -7841992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 59848 members 
Entering Unmasked Estep 
Score: -7841997.000000 Penalty: 5476.812988
	Iteration 33Q: 3 clusters Score -7841997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 59859 members 
Entering Unmasked Estep 
Score: -7841999.000000 Penalty: 5476.812988
	Iteration 34Q: 3 clusters Score -7841999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 59870 members 
Entering Unmasked Estep 
Score: -7841999.500000 Penalty: 5476.812988
	Iteration 35Q: 3 clusters Score -7842000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -7842005.500000 Penalty: 5476.812988
	Iteration 36Q: 3 clusters Score -7842006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -7841992.000000 Penalty: 5476.812988
	Iteration 37Q: 3 clusters Score -7841992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 59891 members 
Entering Unmasked Estep 
Score: -7842003.500000 Penalty: 5476.812988
	Iteration 38Q: 3 clusters Score -7842004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 59900 members 
Entering Unmasked Estep 
Score: -7842007.000000 Penalty: 5476.812988
	Iteration 39Q: 3 clusters Score -7842007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 59905 members 
Entering Unmasked Estep 
Score: -7842010.500000 Penalty: 5476.812988
	Iteration 40F: 3 clusters Score -7842010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 59905 members 
Entering Unmasked Estep 
Score: -7842012.000000 Penalty: 5476.812988
	Iteration 41Q: 3 clusters Score -7842012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 59906 members 
Entering Unmasked Estep 
Score: -7842005.000000 Penalty: 5476.812988
	Iteration 42Q: 3 clusters Score -7842005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 59906 members 
Entering Unmasked Estep 
Score: -7842005.000000 Penalty: 5476.812988
	Iteration 43F: 3 clusters Score -7842005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Entering Unmasked Estep 
Score: -3050423.250000 Penalty: 2534.851807
	Iteration 0F: 2 clusters Score -3050423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -3031577.500000 Penalty: 5069.703613
	Iteration 0F: 3 clusters Score -3031578 nChanged 12286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -3038208.250000 Penalty: 5069.703613
	Iteration 1F: 3 clusters Score -3038208 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3038732.250000 Penalty: 5069.703613
	Iteration 2F: 3 clusters Score -3038732 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -3039208.000000 Penalty: 5069.703613
	Iteration 3Q: 3 clusters Score -3039208 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3039720.500000 Penalty: 5069.703613
	Iteration 4Q: 3 clusters Score -3039720 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3040313.500000 Penalty: 5069.703613
	Iteration 5Q: 3 clusters Score -3040314 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -3041033.750000 Penalty: 5069.703613
	Iteration 6Q: 3 clusters Score -3041034 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -3041816.500000 Penalty: 5069.703613
	Iteration 7F: 3 clusters Score -3041816 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -3042678.750000 Penalty: 5069.703613
	Iteration 8F: 3 clusters Score -3042679 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -3043607.750000 Penalty: 5069.703613
	Iteration 9F: 3 clusters Score -3043608 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -3044529.250000 Penalty: 5069.703613
	Iteration 10Q: 3 clusters Score -3044529 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -3045327.750000 Penalty: 5069.703613
	Iteration 11Q: 3 clusters Score -3045328 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -3045933.750000 Penalty: 5069.703613
	Iteration 12Q: 3 clusters Score -3045934 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -3046389.750000 Penalty: 5069.703613
	Iteration 13Q: 3 clusters Score -3046390 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3046797.500000 Penalty: 5069.703613
	Iteration 14Q: 3 clusters Score -3046798 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -3047131.750000 Penalty: 5069.703613
	Iteration 15Q: 3 clusters Score -3047132 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -3047458.500000 Penalty: 5069.703613
	Iteration 16Q: 3 clusters Score -3047458 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -3047806.000000 Penalty: 5069.703613
	Iteration 17Q: 3 clusters Score -3047806 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -3048069.500000 Penalty: 5069.703613
	Iteration 18Q: 3 clusters Score -3048070 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -3048231.750000 Penalty: 5069.703613
	Iteration 19Q: 3 clusters Score -3048232 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -3048321.500000 Penalty: 5069.703613
	Iteration 20F: 3 clusters Score -3048322 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -3048398.000000 Penalty: 5069.703613
	Iteration 21Q: 3 clusters Score -3048398 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -3048453.000000 Penalty: 5069.703613
	Iteration 22Q: 3 clusters Score -3048453 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -3048490.500000 Penalty: 5069.703613
	Iteration 23Q: 3 clusters Score -3048490 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -3048533.750000 Penalty: 5069.703613
	Iteration 24Q: 3 clusters Score -3048534 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -3048576.250000 Penalty: 5069.703613
	Iteration 25Q: 3 clusters Score -3048576 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -3048617.250000 Penalty: 5069.703613
	Iteration 26Q: 3 clusters Score -3048617 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3048650.750000 Penalty: 5069.703613
	Iteration 27Q: 3 clusters Score -3048651 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -3048686.750000 Penalty: 5069.703613
	Iteration 28Q: 3 clusters Score -3048687 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -3048724.500000 Penalty: 5069.703613
	Iteration 29Q: 3 clusters Score -3048724 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -3048743.500000 Penalty: 5069.703613
	Iteration 30Q: 3 clusters Score -3048744 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -3048768.250000 Penalty: 5069.703613
	Iteration 31Q: 3 clusters Score -3048768 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -3048783.000000 Penalty: 5069.703613
	Iteration 32Q: 3 clusters Score -3048783 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -3048796.000000 Penalty: 5069.703613
	Iteration 33Q: 3 clusters Score -3048796 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -3048814.000000 Penalty: 5069.703613
	Iteration 34Q: 3 clusters Score -3048814 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -3048836.500000 Penalty: 5069.703613
	Iteration 35Q: 3 clusters Score -3048836 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -3048861.500000 Penalty: 5069.703613
	Iteration 36Q: 3 clusters Score -3048862 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3048870.000000 Penalty: 5069.703613
	Iteration 37Q: 3 clusters Score -3048870 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -3048889.750000 Penalty: 5069.703613
	Iteration 38Q: 3 clusters Score -3048890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3048895.500000 Penalty: 5069.703613
	Iteration 39Q: 3 clusters Score -3048896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -3048907.250000 Penalty: 5069.703613
	Iteration 40F: 3 clusters Score -3048907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -3048920.000000 Penalty: 5069.703613
	Iteration 41Q: 3 clusters Score -3048920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -3048921.500000 Penalty: 5069.703613
	Iteration 42Q: 3 clusters Score -3048922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -3048918.750000 Penalty: 5069.703613
	Iteration 43Q: 3 clusters Score -3048919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -3048922.500000 Penalty: 5069.703613
	Iteration 44Q: 3 clusters Score -3048922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -3048929.000000 Penalty: 5069.703613
	Iteration 45Q: 3 clusters Score -3048929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -3048933.750000 Penalty: 5069.703613
	Iteration 46Q: 3 clusters Score -3048934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -3048931.750000 Penalty: 5069.703613
	Iteration 47Q: 3 clusters Score -3048932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -3048936.000000 Penalty: 5069.703613
	Iteration 48Q: 3 clusters Score -3048936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -3048935.000000 Penalty: 5069.703613
	Iteration 49Q: 3 clusters Score -3048935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -3048945.500000 Penalty: 5069.703613
	Iteration 50Q: 3 clusters Score -3048946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -3048939.750000 Penalty: 5069.703613
	Iteration 51Q: 3 clusters Score -3048940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -3048940.500000 Penalty: 5069.703613
	Iteration 52Q: 3 clusters Score -3048940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -3048949.500000 Penalty: 5069.703613
	Iteration 53Q: 3 clusters Score -3048950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -3048947.250000 Penalty: 5069.703613
	Iteration 54Q: 3 clusters Score -3048947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -3048943.250000 Penalty: 5069.703613
	Iteration 55Q: 3 clusters Score -3048943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3048944.250000 Penalty: 5069.703613
	Iteration 56Q: 3 clusters Score -3048944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -3048940.500000 Penalty: 5069.703613
	Iteration 57Q: 3 clusters Score -3048940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -3048943.500000 Penalty: 5069.703613
	Iteration 58Q: 3 clusters Score -3048944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -3048946.500000 Penalty: 5069.703613
	Iteration 59Q: 3 clusters Score -3048946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -3048947.750000 Penalty: 5069.703613
	Iteration 60F: 3 clusters Score -3048948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -3048946.500000 Penalty: 5069.703613
	Iteration 61Q: 3 clusters Score -3048946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -3048947.500000 Penalty: 5069.703613
	Iteration 62Q: 3 clusters Score -3048948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -3048950.250000 Penalty: 5069.703613
	Iteration 63Q: 3 clusters Score -3048950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -3048951.500000 Penalty: 5069.703613
	Iteration 64Q: 3 clusters Score -3048952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -3048951.750000 Penalty: 5069.703613
	Iteration 65Q: 3 clusters Score -3048952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -3048961.000000 Penalty: 5069.703613
	Iteration 66Q: 3 clusters Score -3048961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -3048962.250000 Penalty: 5069.703613
	Iteration 67Q: 3 clusters Score -3048962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -3048972.250000 Penalty: 5069.703613
	Iteration 68Q: 3 clusters Score -3048972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3048973.750000 Penalty: 5069.703613
	Iteration 69Q: 3 clusters Score -3048974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -3048982.250000 Penalty: 5069.703613
	Iteration 70Q: 3 clusters Score -3048982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3048988.500000 Penalty: 5069.703613
	Iteration 71Q: 3 clusters Score -3048988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -3048988.000000 Penalty: 5069.703613
	Iteration 72Q: 3 clusters Score -3048988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -3048987.500000 Penalty: 5069.703613
	Iteration 73Q: 3 clusters Score -3048988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -3048983.500000 Penalty: 5069.703613
	Iteration 74Q: 3 clusters Score -3048984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -3048987.500000 Penalty: 5069.703613
	Iteration 75Q: 3 clusters Score -3048988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -3048987.250000 Penalty: 5069.703613
	Iteration 76Q: 3 clusters Score -3048987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -3048983.250000 Penalty: 5069.703613
	Iteration 77Q: 3 clusters Score -3048983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -3048984.500000 Penalty: 5069.703613
	Iteration 78Q: 3 clusters Score -3048984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3048985.000000 Penalty: 5069.703613
	Iteration 79Q: 3 clusters Score -3048985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -3048985.000000 Penalty: 5069.703613
	Iteration 80F: 3 clusters Score -3048985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -3048989.000000 Penalty: 5069.703613
	Iteration 81Q: 3 clusters Score -3048989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -3048989.250000 Penalty: 5069.703613
	Iteration 82Q: 3 clusters Score -3048989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -3048990.000000 Penalty: 5069.703613
	Iteration 83Q: 3 clusters Score -3048990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -3048990.000000 Penalty: 5069.703613
	Iteration 84Q: 3 clusters Score -3048990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -3048990.750000 Penalty: 5069.703613
	Iteration 85Q: 3 clusters Score -3048991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -3048996.750000 Penalty: 5069.703613
	Iteration 86Q: 3 clusters Score -3048997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -3048990.750000 Penalty: 5069.703613
	Iteration 87Q: 3 clusters Score -3048991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -3048992.500000 Penalty: 5069.703613
	Iteration 88Q: 3 clusters Score -3048992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -3048993.000000 Penalty: 5069.703613
	Iteration 89Q: 3 clusters Score -3048993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -3048990.500000 Penalty: 5069.703613
	Iteration 90Q: 3 clusters Score -3048990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -3048992.000000 Penalty: 5069.703613
	Iteration 91Q: 3 clusters Score -3048992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -3048993.500000 Penalty: 5069.703613
	Iteration 92Q: 3 clusters Score -3048994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -3048991.250000 Penalty: 5069.703613
	Iteration 93Q: 3 clusters Score -3048991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -3048990.500000 Penalty: 5069.703613
	Iteration 94Q: 3 clusters Score -3048990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -3048992.750000 Penalty: 5069.703613
	Iteration 95Q: 3 clusters Score -3048993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -3048993.750000 Penalty: 5069.703613
	Iteration 96Q: 3 clusters Score -3048994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -3048993.750000 Penalty: 5069.703613
	Iteration 97F: 3 clusters Score -3048994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Entering Unmasked Estep 
Score: -486733.656250 Penalty: 2067.246582
	Iteration 0F: 2 clusters Score -486733.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -482737.281250 Penalty: 4134.493164
	Iteration 0F: 3 clusters Score -482737.3 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -483695.250000 Penalty: 4134.493164
	Iteration 1F: 3 clusters Score -483695.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -483937.062500 Penalty: 4134.493164
	Iteration 2F: 3 clusters Score -483937.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -484080.718750 Penalty: 4134.493164
	Iteration 3F: 3 clusters Score -484080.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -484189.000000 Penalty: 4134.493164
	Iteration 4Q: 3 clusters Score -484189 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -484264.812500 Penalty: 4134.493164
	Iteration 5Q: 3 clusters Score -484264.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -484348.718750 Penalty: 4134.493164
	Iteration 6Q: 3 clusters Score -484348.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -484436.562500 Penalty: 4134.493164
	Iteration 7Q: 3 clusters Score -484436.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -484529.656250 Penalty: 4134.493164
	Iteration 8Q: 3 clusters Score -484529.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -484639.281250 Penalty: 4134.493164
	Iteration 9Q: 3 clusters Score -484639.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -484737.218750 Penalty: 4134.493164
	Iteration 10Q: 3 clusters Score -484737.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -484843.000000 Penalty: 4134.493164
	Iteration 11Q: 3 clusters Score -484843 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -484955.468750 Penalty: 4134.493164
	Iteration 12Q: 3 clusters Score -484955.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -485083.531250 Penalty: 4134.493164
	Iteration 13Q: 3 clusters Score -485083.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -485200.406250 Penalty: 4134.493164
	Iteration 14Q: 3 clusters Score -485200.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -485298.750000 Penalty: 4134.493164
	Iteration 15Q: 3 clusters Score -485298.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -485388.718750 Penalty: 4134.493164
	Iteration 16Q: 3 clusters Score -485388.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -485445.656250 Penalty: 4134.493164
	Iteration 17Q: 3 clusters Score -485445.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -485485.812500 Penalty: 4134.493164
	Iteration 18Q: 3 clusters Score -485485.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -485528.937500 Penalty: 4134.493164
	Iteration 19Q: 3 clusters Score -485528.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -485559.687500 Penalty: 4134.493164
	Iteration 20F: 3 clusters Score -485559.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -485579.250000 Penalty: 4134.493164
	Iteration 21Q: 3 clusters Score -485579.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -485587.875000 Penalty: 4134.493164
	Iteration 22Q: 3 clusters Score -485587.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -485595.718750 Penalty: 4134.493164
	Iteration 23Q: 3 clusters Score -485595.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -485599.718750 Penalty: 4134.493164
	Iteration 24Q: 3 clusters Score -485599.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -485607.843750 Penalty: 4134.493164
	Iteration 25Q: 3 clusters Score -485607.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -485616.968750 Penalty: 4134.493164
	Iteration 26Q: 3 clusters Score -485617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -485618.375000 Penalty: 4134.493164
	Iteration 27Q: 3 clusters Score -485618.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -485621.093750 Penalty: 4134.493164
	Iteration 28Q: 3 clusters Score -485621.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -485626.875000 Penalty: 4134.493164
	Iteration 29Q: 3 clusters Score -485626.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -485629.125000 Penalty: 4134.493164
	Iteration 30Q: 3 clusters Score -485629.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -485631.000000 Penalty: 4134.493164
	Iteration 31Q: 3 clusters Score -485631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -485631.937500 Penalty: 4134.493164
	Iteration 32Q: 3 clusters Score -485631.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -485632.500000 Penalty: 4134.493164
	Iteration 33F: 3 clusters Score -485632.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -485637.125000 Penalty: 4134.493164
	Iteration 34Q: 3 clusters Score -485637.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -485642.343750 Penalty: 4134.493164
	Iteration 35Q: 3 clusters Score -485642.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -485646.937500 Penalty: 4134.493164
	Iteration 36Q: 3 clusters Score -485646.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -485651.625000 Penalty: 4134.493164
	Iteration 37Q: 3 clusters Score -485651.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -485654.593750 Penalty: 4134.493164
	Iteration 38Q: 3 clusters Score -485654.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -485659.906250 Penalty: 4134.493164
	Iteration 39Q: 3 clusters Score -485659.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -485669.500000 Penalty: 4134.493164
	Iteration 40F: 3 clusters Score -485669.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -485674.718750 Penalty: 4134.493164
	Iteration 41Q: 3 clusters Score -485674.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -485677.375000 Penalty: 4134.493164
	Iteration 42Q: 3 clusters Score -485677.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -485680.687500 Penalty: 4134.493164
	Iteration 43Q: 3 clusters Score -485680.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -485683.656250 Penalty: 4134.493164
	Iteration 44Q: 3 clusters Score -485683.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -485685.562500 Penalty: 4134.493164
	Iteration 45Q: 3 clusters Score -485685.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -485686.625000 Penalty: 4134.493164
	Iteration 46Q: 3 clusters Score -485686.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -485686.625000 Penalty: 4134.493164
	Iteration 47F: 3 clusters Score -485686.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Entering Unmasked Estep 
Score: -3690491.250000 Penalty: 2558.432373
	Iteration 0F: 2 clusters Score -3690491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3669799.750000 Penalty: 5116.864746
	Iteration 0F: 3 clusters Score -3669800 nChanged 13633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -3677293.000000 Penalty: 5116.864746
	Iteration 1F: 3 clusters Score -3677293 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -3677974.500000 Penalty: 5116.864746
	Iteration 2F: 3 clusters Score -3677974 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -3678714.250000 Penalty: 5116.864746
	Iteration 3F: 3 clusters Score -3678714 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -3679586.250000 Penalty: 5116.864746
	Iteration 4F: 3 clusters Score -3679586 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -3680722.500000 Penalty: 5116.864746
	Iteration 5F: 3 clusters Score -3680722 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -3682265.750000 Penalty: 5116.864746
	Iteration 6F: 3 clusters Score -3682266 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -3684053.250000 Penalty: 5116.864746
	Iteration 7F: 3 clusters Score -3684053 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -3685695.000000 Penalty: 5116.864746
	Iteration 8F: 3 clusters Score -3685695 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -3686808.250000 Penalty: 5116.864746
	Iteration 9Q: 3 clusters Score -3686808 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -3687473.750000 Penalty: 5116.864746
	Iteration 10Q: 3 clusters Score -3687474 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -3687808.250000 Penalty: 5116.864746
	Iteration 11Q: 3 clusters Score -3687808 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -3688006.250000 Penalty: 5116.864746
	Iteration 12Q: 3 clusters Score -3688006 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -3688077.000000 Penalty: 5116.864746
	Iteration 13Q: 3 clusters Score -3688077 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -3688116.500000 Penalty: 5116.864746
	Iteration 14Q: 3 clusters Score -3688116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -3688156.500000 Penalty: 5116.864746
	Iteration 15Q: 3 clusters Score -3688156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -3688176.000000 Penalty: 5116.864746
	Iteration 16Q: 3 clusters Score -3688176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -3688189.750000 Penalty: 5116.864746
	Iteration 17Q: 3 clusters Score -3688190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -3688190.750000 Penalty: 5116.864746
	Iteration 18Q: 3 clusters Score -3688191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -3688193.500000 Penalty: 5116.864746
	Iteration 19Q: 3 clusters Score -3688194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -3688200.250000 Penalty: 5116.864746
	Iteration 20F: 3 clusters Score -3688200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -3688200.750000 Penalty: 5116.864746
	Iteration 21Q: 3 clusters Score -3688201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -3688200.750000 Penalty: 5116.864746
	Iteration 22F: 3 clusters Score -3688201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Entering Unmasked Estep 
Score: -1768421.625000 Penalty: 2381.625244
	Iteration 0F: 2 clusters Score -1768422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1757682.250000 Penalty: 4763.250488
	Iteration 0F: 3 clusters Score -1757682 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1761175.000000 Penalty: 4763.250488
	Iteration 1F: 3 clusters Score -1761175 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1761605.625000 Penalty: 4763.250488
	Iteration 2F: 3 clusters Score -1761606 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1761951.125000 Penalty: 4763.250488
	Iteration 3F: 3 clusters Score -1761951 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1762274.875000 Penalty: 4763.250488
	Iteration 4Q: 3 clusters Score -1762275 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1762590.250000 Penalty: 4763.250488
	Iteration 5Q: 3 clusters Score -1762590 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1762910.250000 Penalty: 4763.250488
	Iteration 6Q: 3 clusters Score -1762910 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1763255.875000 Penalty: 4763.250488
	Iteration 7Q: 3 clusters Score -1763256 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1763617.500000 Penalty: 4763.250488
	Iteration 8Q: 3 clusters Score -1763618 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1763989.500000 Penalty: 4763.250488
	Iteration 9Q: 3 clusters Score -1763990 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1764365.250000 Penalty: 4763.250488
	Iteration 10Q: 3 clusters Score -1764365 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1764677.500000 Penalty: 4763.250488
	Iteration 11Q: 3 clusters Score -1764678 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1764929.375000 Penalty: 4763.250488
	Iteration 12Q: 3 clusters Score -1764929 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1765138.000000 Penalty: 4763.250488
	Iteration 13Q: 3 clusters Score -1765138 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1765331.750000 Penalty: 4763.250488
	Iteration 14Q: 3 clusters Score -1765332 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1765505.750000 Penalty: 4763.250488
	Iteration 15Q: 3 clusters Score -1765506 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1765644.000000 Penalty: 4763.250488
	Iteration 16Q: 3 clusters Score -1765644 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1765762.750000 Penalty: 4763.250488
	Iteration 17Q: 3 clusters Score -1765763 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1765865.500000 Penalty: 4763.250488
	Iteration 18Q: 3 clusters Score -1765866 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1765964.875000 Penalty: 4763.250488
	Iteration 19Q: 3 clusters Score -1765965 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1766035.625000 Penalty: 4763.250488
	Iteration 20F: 3 clusters Score -1766036 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1766101.625000 Penalty: 4763.250488
	Iteration 21Q: 3 clusters Score -1766102 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1766145.750000 Penalty: 4763.250488
	Iteration 22Q: 3 clusters Score -1766146 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1766195.625000 Penalty: 4763.250488
	Iteration 23Q: 3 clusters Score -1766196 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1766234.875000 Penalty: 4763.250488
	Iteration 24Q: 3 clusters Score -1766235 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1766267.375000 Penalty: 4763.250488
	Iteration 25Q: 3 clusters Score -1766267 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1766288.250000 Penalty: 4763.250488
	Iteration 26Q: 3 clusters Score -1766288 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1766315.375000 Penalty: 4763.250488
	Iteration 27Q: 3 clusters Score -1766315 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1766338.625000 Penalty: 4763.250488
	Iteration 28Q: 3 clusters Score -1766339 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1766363.625000 Penalty: 4763.250488
	Iteration 29Q: 3 clusters Score -1766364 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1766374.375000 Penalty: 4763.250488
	Iteration 30Q: 3 clusters Score -1766374 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1766397.625000 Penalty: 4763.250488
	Iteration 31Q: 3 clusters Score -1766398 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1766411.750000 Penalty: 4763.250488
	Iteration 32Q: 3 clusters Score -1766412 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1766418.000000 Penalty: 4763.250488
	Iteration 33Q: 3 clusters Score -1766418 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1766425.375000 Penalty: 4763.250488
	Iteration 34Q: 3 clusters Score -1766425 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1766438.250000 Penalty: 4763.250488
	Iteration 35Q: 3 clusters Score -1766438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1766453.875000 Penalty: 4763.250488
	Iteration 36Q: 3 clusters Score -1766454 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1766458.875000 Penalty: 4763.250488
	Iteration 37Q: 3 clusters Score -1766459 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1766470.875000 Penalty: 4763.250488
	Iteration 38Q: 3 clusters Score -1766471 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1766473.125000 Penalty: 4763.250488
	Iteration 39Q: 3 clusters Score -1766473 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1766473.500000 Penalty: 4763.250488
	Iteration 40F: 3 clusters Score -1766474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1766480.500000 Penalty: 4763.250488
	Iteration 41Q: 3 clusters Score -1766480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1766483.250000 Penalty: 4763.250488
	Iteration 42Q: 3 clusters Score -1766483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1766478.625000 Penalty: 4763.250488
	Iteration 43Q: 3 clusters Score -1766479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1766484.125000 Penalty: 4763.250488
	Iteration 44Q: 3 clusters Score -1766484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1766491.625000 Penalty: 4763.250488
	Iteration 45Q: 3 clusters Score -1766492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1766490.625000 Penalty: 4763.250488
	Iteration 46Q: 3 clusters Score -1766491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1766494.125000 Penalty: 4763.250488
	Iteration 47Q: 3 clusters Score -1766494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1766497.500000 Penalty: 4763.250488
	Iteration 48Q: 3 clusters Score -1766498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1766496.875000 Penalty: 4763.250488
	Iteration 49Q: 3 clusters Score -1766497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1766499.250000 Penalty: 4763.250488
	Iteration 50Q: 3 clusters Score -1766499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1766501.750000 Penalty: 4763.250488
	Iteration 51Q: 3 clusters Score -1766502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1766500.000000 Penalty: 4763.250488
	Iteration 52Q: 3 clusters Score -1766500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1766497.750000 Penalty: 4763.250488
	Iteration 53Q: 3 clusters Score -1766498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1766499.000000 Penalty: 4763.250488
	Iteration 54Q: 3 clusters Score -1766499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1766500.500000 Penalty: 4763.250488
	Iteration 55Q: 3 clusters Score -1766500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1766502.750000 Penalty: 4763.250488
	Iteration 56Q: 3 clusters Score -1766503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1766500.000000 Penalty: 4763.250488
	Iteration 57Q: 3 clusters Score -1766500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1766502.375000 Penalty: 4763.250488
	Iteration 58Q: 3 clusters Score -1766502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1766502.000000 Penalty: 4763.250488
	Iteration 59Q: 3 clusters Score -1766502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1766500.750000 Penalty: 4763.250488
	Iteration 60F: 3 clusters Score -1766501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1766500.125000 Penalty: 4763.250488
	Iteration 61Q: 3 clusters Score -1766500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1766501.000000 Penalty: 4763.250488
	Iteration 62Q: 3 clusters Score -1766501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1766502.250000 Penalty: 4763.250488
	Iteration 63Q: 3 clusters Score -1766502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1766505.875000 Penalty: 4763.250488
	Iteration 64Q: 3 clusters Score -1766506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1766505.125000 Penalty: 4763.250488
	Iteration 65Q: 3 clusters Score -1766505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1766505.375000 Penalty: 4763.250488
	Iteration 66Q: 3 clusters Score -1766505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1766505.250000 Penalty: 4763.250488
	Iteration 67Q: 3 clusters Score -1766505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1766506.750000 Penalty: 4763.250488
	Iteration 68Q: 3 clusters Score -1766507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1766508.375000 Penalty: 4763.250488
	Iteration 69Q: 3 clusters Score -1766508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1766508.375000 Penalty: 4763.250488
	Iteration 70F: 3 clusters Score -1766508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Entering Unmasked Estep 
Score: -298945.781250 Penalty: 1975.885498
	Iteration 0F: 2 clusters Score -298945.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -295821.500000 Penalty: 3951.770996
	Iteration 0F: 3 clusters Score -295821.5 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -296518.812500 Penalty: 3951.770996
	Iteration 1F: 3 clusters Score -296518.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -296695.343750 Penalty: 3951.770996
	Iteration 2F: 3 clusters Score -296695.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -296862.343750 Penalty: 3951.770996
	Iteration 3F: 3 clusters Score -296862.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -297109.656250 Penalty: 3951.770996
	Iteration 4F: 3 clusters Score -297109.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -297447.625000 Penalty: 3951.770996
	Iteration 5F: 3 clusters Score -297447.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -297684.468750 Penalty: 3951.770996
	Iteration 6F: 3 clusters Score -297684.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -297866.875000 Penalty: 3951.770996
	Iteration 7Q: 3 clusters Score -297866.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -297991.281250 Penalty: 3951.770996
	Iteration 8Q: 3 clusters Score -297991.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -298070.343750 Penalty: 3951.770996
	Iteration 9Q: 3 clusters Score -298070.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -298104.031250 Penalty: 3951.770996
	Iteration 10Q: 3 clusters Score -298104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -298126.406250 Penalty: 3951.770996
	Iteration 11Q: 3 clusters Score -298126.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -298135.781250 Penalty: 3951.770996
	Iteration 12Q: 3 clusters Score -298135.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -298140.718750 Penalty: 3951.770996
	Iteration 13Q: 3 clusters Score -298140.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -298145.593750 Penalty: 3951.770996
	Iteration 14Q: 3 clusters Score -298145.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -298148.625000 Penalty: 3951.770996
	Iteration 15Q: 3 clusters Score -298148.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -298150.218750 Penalty: 3951.770996
	Iteration 16Q: 3 clusters Score -298150.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -298150.218750 Penalty: 3951.770996
	Iteration 17F: 3 clusters Score -298150.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (195524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195524 members 
Entering Unmasked Estep 
Score: -24457362.000000 Penalty: 3021.492676
	Iteration 0F: 2 clusters Score -2.445736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98206 members 
Mstep: Class 2 contains 97318 members 
Entering Unmasked Estep 
Score: -24332260.000000 Penalty: 6042.985352
	Iteration 0F: 3 clusters Score -2.433226e+07 nChanged 94012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104418 members 
Mstep: Class 2 contains 91106 members 
Entering Unmasked Estep 
Score: -24388318.000000 Penalty: 6042.985352
	Iteration 1F: 3 clusters Score -2.438832e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108389 members 
Mstep: Class 2 contains 87135 members 
Entering Unmasked Estep 
Score: -24390186.000000 Penalty: 6042.985352
	Iteration 2Q: 3 clusters Score -2.439019e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114546 members 
Mstep: Class 2 contains 80978 members 
Entering Unmasked Estep 
Score: -24393224.000000 Penalty: 6042.985352
	Iteration 3Q: 3 clusters Score -2.439322e+07 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123765 members 
Mstep: Class 2 contains 71759 members 
Entering Unmasked Estep 
Score: -24398228.000000 Penalty: 6042.985352
	Iteration 4F: 3 clusters Score -2.439823e+07 nChanged 13070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136583 members 
Mstep: Class 2 contains 58941 members 
Entering Unmasked Estep 
Score: -24406888.000000 Penalty: 6042.985352
	Iteration 5F: 3 clusters Score -2.440689e+07 nChanged 16304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152857 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -24420210.000000 Penalty: 6042.985352
	Iteration 6F: 3 clusters Score -2.442021e+07 nChanged 17378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170221 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -24435422.000000 Penalty: 6042.985352
	Iteration 7F: 3 clusters Score -2.443542e+07 nChanged 13763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183984 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -24446728.000000 Penalty: 6042.985352
	Iteration 8F: 3 clusters Score -2.444673e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191305 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -24452078.000000 Penalty: 6042.985352
	Iteration 9Q: 3 clusters Score -2.445208e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194016 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -24453932.000000 Penalty: 6042.985352
	Iteration 10Q: 3 clusters Score -2.445393e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194837 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -24454424.000000 Penalty: 6042.985352
	Iteration 11Q: 3 clusters Score -2.445442e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195067 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -24454626.000000 Penalty: 6042.985352
	Iteration 12Q: 3 clusters Score -2.445463e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195149 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -24454720.000000 Penalty: 6042.985352
	Iteration 13Q: 3 clusters Score -2.445472e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195181 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -24454782.000000 Penalty: 6042.985352
	Iteration 14Q: 3 clusters Score -2.445478e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195204 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -24454762.000000 Penalty: 6042.985352
	Iteration 15Q: 3 clusters Score -2.445476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195216 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -24454780.000000 Penalty: 6042.985352
	Iteration 16Q: 3 clusters Score -2.445478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195223 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -24454800.000000 Penalty: 6042.985352
	Iteration 17Q: 3 clusters Score -2.44548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195227 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -24454792.000000 Penalty: 6042.985352
	Iteration 18Q: 3 clusters Score -2.445479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195232 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -24454804.000000 Penalty: 6042.985352
	Iteration 19Q: 3 clusters Score -2.44548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195237 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -24454826.000000 Penalty: 6042.985352
	Iteration 20F: 3 clusters Score -2.445483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195238 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24454842.000000 Penalty: 6042.985352
	Iteration 21Q: 3 clusters Score -2.445484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195240 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -24454834.000000 Penalty: 6042.985352
	Iteration 22Q: 3 clusters Score -2.445483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195242 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24454836.000000 Penalty: 6042.985352
	Iteration 23Q: 3 clusters Score -2.445484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195242 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24454822.000000 Penalty: 6042.985352
	Iteration 24Q: 3 clusters Score -2.445482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195242 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24454822.000000 Penalty: 6042.985352
	Iteration 25F: 3 clusters Score -2.445482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (75907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75907 members 
Entering Unmasked Estep 
Score: -9196589.000000 Penalty: 2786.841553
	Iteration 0F: 2 clusters Score -9196589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -9145628.000000 Penalty: 5573.683105
	Iteration 0F: 3 clusters Score -9145628 nChanged 35790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -9165624.000000 Penalty: 5573.683105
	Iteration 1F: 3 clusters Score -9165624 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -9166135.000000 Penalty: 5573.683105
	Iteration 2Q: 3 clusters Score -9166135 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -9166590.000000 Penalty: 5573.683105
	Iteration 3Q: 3 clusters Score -9166590 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -9167168.000000 Penalty: 5573.683105
	Iteration 4Q: 3 clusters Score -9167168 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -9167871.000000 Penalty: 5573.683105
	Iteration 5Q: 3 clusters Score -9167871 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -9168759.000000 Penalty: 5573.683105
	Iteration 6Q: 3 clusters Score -9168759 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -9169861.000000 Penalty: 5573.683105
	Iteration 7Q: 3 clusters Score -9169861 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -9171292.000000 Penalty: 5573.683105
	Iteration 8Q: 3 clusters Score -9171292 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -9173331.000000 Penalty: 5573.683105
	Iteration 9Q: 3 clusters Score -9173331 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -9176235.000000 Penalty: 5573.683105
	Iteration 10F: 3 clusters Score -9176235 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -9179918.000000 Penalty: 5573.683105
	Iteration 11F: 3 clusters Score -9179918 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64091 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -9184264.000000 Penalty: 5573.683105
	Iteration 12F: 3 clusters Score -9184264 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68625 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -9188271.000000 Penalty: 5573.683105
	Iteration 13F: 3 clusters Score -9188271 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71889 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -9191050.000000 Penalty: 5573.683105
	Iteration 14Q: 3 clusters Score -9191050 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73688 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -9192562.000000 Penalty: 5573.683105
	Iteration 15Q: 3 clusters Score -9192562 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74552 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -9193292.000000 Penalty: 5573.683105
	Iteration 16Q: 3 clusters Score -9193292 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -9193667.000000 Penalty: 5573.683105
	Iteration 17Q: 3 clusters Score -9193667 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75136 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9193835.000000 Penalty: 5573.683105
	Iteration 18Q: 3 clusters Score -9193835 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75243 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9193971.000000 Penalty: 5573.683105
	Iteration 19Q: 3 clusters Score -9193971 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75310 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9194074.000000 Penalty: 5573.683105
	Iteration 20F: 3 clusters Score -9194074 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75356 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9194165.000000 Penalty: 5573.683105
	Iteration 21Q: 3 clusters Score -9194165 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75376 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9194196.000000 Penalty: 5573.683105
	Iteration 22Q: 3 clusters Score -9194196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75385 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9194210.000000 Penalty: 5573.683105
	Iteration 23Q: 3 clusters Score -9194210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75391 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9194217.000000 Penalty: 5573.683105
	Iteration 24Q: 3 clusters Score -9194217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75397 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9194224.000000 Penalty: 5573.683105
	Iteration 25Q: 3 clusters Score -9194224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75400 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9194241.000000 Penalty: 5573.683105
	Iteration 26Q: 3 clusters Score -9194241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75403 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9194240.000000 Penalty: 5573.683105
	Iteration 27Q: 3 clusters Score -9194240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75409 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9194258.000000 Penalty: 5573.683105
	Iteration 28Q: 3 clusters Score -9194258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75415 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9194271.000000 Penalty: 5573.683105
	Iteration 29Q: 3 clusters Score -9194271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75425 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9194273.000000 Penalty: 5573.683105
	Iteration 30Q: 3 clusters Score -9194273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75428 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9194282.000000 Penalty: 5573.683105
	Iteration 31Q: 3 clusters Score -9194282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75436 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9194295.000000 Penalty: 5573.683105
	Iteration 32Q: 3 clusters Score -9194295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75442 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9194305.000000 Penalty: 5573.683105
	Iteration 33Q: 3 clusters Score -9194305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75445 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9194322.000000 Penalty: 5573.683105
	Iteration 34Q: 3 clusters Score -9194322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75445 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9194322.000000 Penalty: 5573.683105
	Iteration 35F: 3 clusters Score -9194322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Entering Unmasked Estep 
Score: -4022782.750000 Penalty: 2571.429443
	Iteration 0F: 2 clusters Score -4022783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -4001046.750000 Penalty: 5142.858887
	Iteration 0F: 3 clusters Score -4001047 nChanged 14513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -4008872.000000 Penalty: 5142.858887
	Iteration 1F: 3 clusters Score -4008872 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -4009379.000000 Penalty: 5142.858887
	Iteration 2Q: 3 clusters Score -4009379 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -4009969.750000 Penalty: 5142.858887
	Iteration 3Q: 3 clusters Score -4009970 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -4010711.250000 Penalty: 5142.858887
	Iteration 4Q: 3 clusters Score -4010711 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -4011818.250000 Penalty: 5142.858887
	Iteration 5F: 3 clusters Score -4011818 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -4013505.000000 Penalty: 5142.858887
	Iteration 6F: 3 clusters Score -4013505 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -4015443.250000 Penalty: 5142.858887
	Iteration 7F: 3 clusters Score -4015443 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -4017181.000000 Penalty: 5142.858887
	Iteration 8F: 3 clusters Score -4017181 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -4018310.750000 Penalty: 5142.858887
	Iteration 9Q: 3 clusters Score -4018311 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -4018936.250000 Penalty: 5142.858887
	Iteration 10Q: 3 clusters Score -4018936 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -4019337.000000 Penalty: 5142.858887
	Iteration 11Q: 3 clusters Score -4019337 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -4019633.750000 Penalty: 5142.858887
	Iteration 12Q: 3 clusters Score -4019634 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -4019849.750000 Penalty: 5142.858887
	Iteration 13Q: 3 clusters Score -4019850 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -4020047.000000 Penalty: 5142.858887
	Iteration 14Q: 3 clusters Score -4020047 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -4020210.000000 Penalty: 5142.858887
	Iteration 15Q: 3 clusters Score -4020210 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -4020325.000000 Penalty: 5142.858887
	Iteration 16Q: 3 clusters Score -4020325 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4020434.750000 Penalty: 5142.858887
	Iteration 17Q: 3 clusters Score -4020435 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -4020514.250000 Penalty: 5142.858887
	Iteration 18Q: 3 clusters Score -4020514 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -4020567.500000 Penalty: 5142.858887
	Iteration 19Q: 3 clusters Score -4020568 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4020638.750000 Penalty: 5142.858887
	Iteration 20F: 3 clusters Score -4020639 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -4020697.000000 Penalty: 5142.858887
	Iteration 21Q: 3 clusters Score -4020697 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -4020740.000000 Penalty: 5142.858887
	Iteration 22Q: 3 clusters Score -4020740 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4020772.750000 Penalty: 5142.858887
	Iteration 23Q: 3 clusters Score -4020773 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4020793.000000 Penalty: 5142.858887
	Iteration 24Q: 3 clusters Score -4020793 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4020823.250000 Penalty: 5142.858887
	Iteration 25Q: 3 clusters Score -4020823 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4020831.000000 Penalty: 5142.858887
	Iteration 26Q: 3 clusters Score -4020831 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4020853.250000 Penalty: 5142.858887
	Iteration 27Q: 3 clusters Score -4020853 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4020859.000000 Penalty: 5142.858887
	Iteration 28Q: 3 clusters Score -4020859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4020866.000000 Penalty: 5142.858887
	Iteration 29Q: 3 clusters Score -4020866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4020882.500000 Penalty: 5142.858887
	Iteration 30Q: 3 clusters Score -4020882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4020886.500000 Penalty: 5142.858887
	Iteration 31Q: 3 clusters Score -4020886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4020898.750000 Penalty: 5142.858887
	Iteration 32Q: 3 clusters Score -4020899 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4020903.250000 Penalty: 5142.858887
	Iteration 33Q: 3 clusters Score -4020903 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4020909.250000 Penalty: 5142.858887
	Iteration 34Q: 3 clusters Score -4020909 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4020923.750000 Penalty: 5142.858887
	Iteration 35Q: 3 clusters Score -4020924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4020928.750000 Penalty: 5142.858887
	Iteration 36Q: 3 clusters Score -4020929 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4020936.500000 Penalty: 5142.858887
	Iteration 37Q: 3 clusters Score -4020936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4020954.000000 Penalty: 5142.858887
	Iteration 38Q: 3 clusters Score -4020954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4020968.000000 Penalty: 5142.858887
	Iteration 39Q: 3 clusters Score -4020968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4020991.750000 Penalty: 5142.858887
	Iteration 40F: 3 clusters Score -4020992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4021011.500000 Penalty: 5142.858887
	Iteration 41Q: 3 clusters Score -4021012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4021021.250000 Penalty: 5142.858887
	Iteration 42Q: 3 clusters Score -4021021 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4021026.750000 Penalty: 5142.858887
	Iteration 43Q: 3 clusters Score -4021027 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4021041.750000 Penalty: 5142.858887
	Iteration 44Q: 3 clusters Score -4021042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4021048.250000 Penalty: 5142.858887
	Iteration 45Q: 3 clusters Score -4021048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4021054.500000 Penalty: 5142.858887
	Iteration 46Q: 3 clusters Score -4021054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4021062.000000 Penalty: 5142.858887
	Iteration 47Q: 3 clusters Score -4021062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4021075.250000 Penalty: 5142.858887
	Iteration 48Q: 3 clusters Score -4021075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4021080.500000 Penalty: 5142.858887
	Iteration 49Q: 3 clusters Score -4021080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4021076.000000 Penalty: 5142.858887
	Iteration 50Q: 3 clusters Score -4021076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4021089.250000 Penalty: 5142.858887
	Iteration 51Q: 3 clusters Score -4021089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4021095.250000 Penalty: 5142.858887
	Iteration 52Q: 3 clusters Score -4021095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4021097.250000 Penalty: 5142.858887
	Iteration 53Q: 3 clusters Score -4021097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4021112.500000 Penalty: 5142.858887
	Iteration 54Q: 3 clusters Score -4021112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4021123.250000 Penalty: 5142.858887
	Iteration 55Q: 3 clusters Score -4021123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4021126.000000 Penalty: 5142.858887
	Iteration 56Q: 3 clusters Score -4021126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4021134.500000 Penalty: 5142.858887
	Iteration 57Q: 3 clusters Score -4021134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4021138.250000 Penalty: 5142.858887
	Iteration 58Q: 3 clusters Score -4021138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4021143.500000 Penalty: 5142.858887
	Iteration 59Q: 3 clusters Score -4021144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4021150.750000 Penalty: 5142.858887
	Iteration 60F: 3 clusters Score -4021151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4021153.750000 Penalty: 5142.858887
	Iteration 61Q: 3 clusters Score -4021154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4021157.000000 Penalty: 5142.858887
	Iteration 62Q: 3 clusters Score -4021157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4021151.500000 Penalty: 5142.858887
	Iteration 63Q: 3 clusters Score -4021152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4021151.750000 Penalty: 5142.858887
	Iteration 64Q: 3 clusters Score -4021152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4021154.500000 Penalty: 5142.858887
	Iteration 65Q: 3 clusters Score -4021154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4021162.500000 Penalty: 5142.858887
	Iteration 66Q: 3 clusters Score -4021162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4021163.000000 Penalty: 5142.858887
	Iteration 67Q: 3 clusters Score -4021163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4021162.750000 Penalty: 5142.858887
	Iteration 68Q: 3 clusters Score -4021163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4021165.250000 Penalty: 5142.858887
	Iteration 69Q: 3 clusters Score -4021165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4021162.750000 Penalty: 5142.858887
	Iteration 70Q: 3 clusters Score -4021163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4021160.250000 Penalty: 5142.858887
	Iteration 71Q: 3 clusters Score -4021160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4021160.750000 Penalty: 5142.858887
	Iteration 72Q: 3 clusters Score -4021161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4021160.750000 Penalty: 5142.858887
	Iteration 73F: 3 clusters Score -4021161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -110262.398438 Penalty: 1702.223267
	Iteration 0F: 2 clusters Score -110262.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -108341.406250 Penalty: 3404.446533
	Iteration 0F: 3 clusters Score -108341.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -108584.546875 Penalty: 3404.446533
	Iteration 1F: 3 clusters Score -108584.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -108663.312500 Penalty: 3404.446533
	Iteration 2F: 3 clusters Score -108663.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -108708.882812 Penalty: 3404.446533
	Iteration 3Q: 3 clusters Score -108708.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -108743.921875 Penalty: 3404.446533
	Iteration 4Q: 3 clusters Score -108743.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -108767.828125 Penalty: 3404.446533
	Iteration 5Q: 3 clusters Score -108767.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -108779.242188 Penalty: 3404.446533
	Iteration 6Q: 3 clusters Score -108779.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -108786.640625 Penalty: 3404.446533
	Iteration 7Q: 3 clusters Score -108786.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -108795.750000 Penalty: 3404.446533
	Iteration 8Q: 3 clusters Score -108795.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -108798.906250 Penalty: 3404.446533
	Iteration 9Q: 3 clusters Score -108798.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -108802.351562 Penalty: 3404.446533
	Iteration 10Q: 3 clusters Score -108802.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -108802.351562 Penalty: 3404.446533
	Iteration 11F: 3 clusters Score -108802.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -83669.531250 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -83669.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -81959.531250 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -81959.53 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -82285.765625 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -82285.77 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -82435.281250 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -82435.28 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -82501.656250 Penalty: 3266.741211
	Iteration 3F: 3 clusters Score -82501.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -82531.070312 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -82531.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82549.179688 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -82549.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -82566.554688 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -82566.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -82575.218750 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -82575.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -82583.921875 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -82583.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -82590.195312 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -82590.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -82595.156250 Penalty: 3266.741211
	Iteration 10Q: 3 clusters Score -82595.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -82599.875000 Penalty: 3266.741211
	Iteration 11Q: 3 clusters Score -82599.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -82601.968750 Penalty: 3266.741211
	Iteration 12Q: 3 clusters Score -82601.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -82603.078125 Penalty: 3266.741211
	Iteration 13Q: 3 clusters Score -82603.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -82605.429688 Penalty: 3266.741211
	Iteration 14Q: 3 clusters Score -82605.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -82607.890625 Penalty: 3266.741211
	Iteration 15Q: 3 clusters Score -82607.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -82610.757812 Penalty: 3266.741211
	Iteration 16Q: 3 clusters Score -82610.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82613.132812 Penalty: 3266.741211
	Iteration 17Q: 3 clusters Score -82613.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82613.132812 Penalty: 3266.741211
	Iteration 18F: 3 clusters Score -82613.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Entering Unmasked Estep 
Score: -2980344.500000 Penalty: 2507.938232
	Iteration 0F: 2 clusters Score -2980344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2963273.750000 Penalty: 5015.876465
	Iteration 0F: 3 clusters Score -2963274 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2969343.500000 Penalty: 5015.876465
	Iteration 1F: 3 clusters Score -2969344 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2970028.500000 Penalty: 5015.876465
	Iteration 2F: 3 clusters Score -2970028 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2970769.000000 Penalty: 5015.876465
	Iteration 3F: 3 clusters Score -2970769 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2971542.000000 Penalty: 5015.876465
	Iteration 4F: 3 clusters Score -2971542 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2972342.500000 Penalty: 5015.876465
	Iteration 5F: 3 clusters Score -2972342 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2973254.500000 Penalty: 5015.876465
	Iteration 6F: 3 clusters Score -2973254 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2974169.250000 Penalty: 5015.876465
	Iteration 7F: 3 clusters Score -2974169 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2975118.500000 Penalty: 5015.876465
	Iteration 8F: 3 clusters Score -2975118 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2976033.750000 Penalty: 5015.876465
	Iteration 9Q: 3 clusters Score -2976034 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2976770.750000 Penalty: 5015.876465
	Iteration 10Q: 3 clusters Score -2976771 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2977199.750000 Penalty: 5015.876465
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2977442 nChanged 382
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2977613 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2977728 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2977824 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2977884 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2977934 nChanged 215
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Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2978008 nChanged 179
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2978045 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2978110 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2978156 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2978200 nChanged 137
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Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2978235 nChanged 147
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Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2978275 nChanged 144
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Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2978324 nChanged 152
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Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2978367 nChanged 154
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Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2978398 nChanged 136
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Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2978442 nChanged 132
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Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2978470 nChanged 136
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Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2978512 nChanged 116
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Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2978548 nChanged 102
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Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2978571 nChanged 98
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Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2978592 nChanged 101
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Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2978614 nChanged 83
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Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2978627 nChanged 75
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Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2978650 nChanged 70
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Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2978666 nChanged 75
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Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2978692 nChanged 63
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Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2978706 nChanged 82
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Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2978724 nChanged 90
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Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2978763 nChanged 82
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Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2978788 nChanged 88
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Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2978816 nChanged 77
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Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2978846 nChanged 92
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Mstep: Class 1 contains 22331 members 
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	Iteration 45Q: 3 clusters Score -2978876 nChanged 79
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Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 2247 members 
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	Iteration 46Q: 3 clusters Score -2978894 nChanged 74
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Mstep: Class 1 contains 22480 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2978922 nChanged 58
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Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2978945 nChanged 45
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Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2978950 nChanged 37
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Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2978960 nChanged 32
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Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2978968 nChanged 27
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Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2978979 nChanged 26
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Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 1950 members 
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	Iteration 53Q: 3 clusters Score -2978983 nChanged 21
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Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 1929 members 
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	Iteration 54Q: 3 clusters Score -2978988 nChanged 20
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Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2978990 nChanged 17
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Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 1892 members 
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	Iteration 56Q: 3 clusters Score -2978996 nChanged 12
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Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 1880 members 
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	Iteration 57Q: 3 clusters Score -2979000 nChanged 22
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Mstep: Class 1 contains 22795 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2979011 nChanged 26
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Mstep: Class 1 contains 22821 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2979019 nChanged 20
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Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2979029.250000 Penalty: 5015.876465
	Iteration 60F: 3 clusters Score -2979029 nChanged 18
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Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2979034 nChanged 17
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Mstep: Class 1 contains 22876 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2979038 nChanged 15
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Mstep: Class 1 contains 22889 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2979035 nChanged 11
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Mstep: Class 1 contains 22898 members 
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	Iteration 64Q: 3 clusters Score -2979042 nChanged 9
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Mstep: Class 1 contains 22907 members 
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	Iteration 65Q: 3 clusters Score -2979041 nChanged 14
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Mstep: Class 1 contains 22921 members 
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	Iteration 66Q: 3 clusters Score -2979041 nChanged 9
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Mstep: Class 1 contains 22930 members 
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	Iteration 67Q: 3 clusters Score -2979049 nChanged 14
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Mstep: Class 1 contains 22944 members 
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	Iteration 68Q: 3 clusters Score -2979052 nChanged 11
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Mstep: Class 1 contains 22955 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2979055 nChanged 11
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Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2979061.250000 Penalty: 5015.876465
	Iteration 70Q: 3 clusters Score -2979061 nChanged 3
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Mstep: Class 1 contains 22969 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2979062 nChanged 1
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2979061 nChanged 1
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	Iteration 73Q: 3 clusters Score -2979059 nChanged 1
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	Iteration 74Q: 3 clusters Score -2979058 nChanged 1
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Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 1680 members 
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	Iteration 75Q: 3 clusters Score -2979059 nChanged 1
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	Iteration 76Q: 3 clusters Score -2979061 nChanged 1
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Mstep: Class 1 contains 22975 members 
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	Iteration 77Q: 3 clusters Score -2979059 nChanged 2
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	Iteration 78Q: 3 clusters Score -2979059 nChanged 2
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	Iteration 79Q: 3 clusters Score -2979064 nChanged 4
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Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2979063 nChanged 5
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Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 1665 members 
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	Iteration 81Q: 3 clusters Score -2979065 nChanged 4
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Mstep: Class 1 contains 22992 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2979062 nChanged 5
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Mstep: Class 1 contains 22997 members 
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	Iteration 83Q: 3 clusters Score -2979058 nChanged 7
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Mstep: Class 1 contains 23004 members 
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	Iteration 84Q: 3 clusters Score -2979066 nChanged 6
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Mstep: Class 1 contains 23010 members 
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	Iteration 85Q: 3 clusters Score -2979072 nChanged 3
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	Iteration 86Q: 3 clusters Score -2979071 nChanged 3
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Mstep: Class 1 contains 23016 members 
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	Iteration 87Q: 3 clusters Score -2979073 nChanged 4
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	Iteration 88Q: 3 clusters Score -2979073 nChanged 7
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	Iteration 89Q: 3 clusters Score -2979073 nChanged 2
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	Iteration 90Q: 3 clusters Score -2979069 nChanged 2
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	Iteration 91Q: 3 clusters Score -2979072 nChanged 1
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	Iteration 92Q: 3 clusters Score -2979072 nChanged 2
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	Iteration 93Q: 3 clusters Score -2979071 nChanged 2
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	Iteration 94Q: 3 clusters Score -2979070 nChanged 2
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	Iteration 95Q: 3 clusters Score -2979073 nChanged 3
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	Iteration 96Q: 3 clusters Score -2979077 nChanged 5
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	Iteration 97Q: 3 clusters Score -2979080 nChanged 5
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	Iteration 98Q: 3 clusters Score -2979078 nChanged 4
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	Iteration 99Q: 3 clusters Score -2979078 nChanged 5
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	Iteration 100F: 3 clusters Score -2979085 nChanged 3
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	Iteration 101Q: 3 clusters Score -2979086 nChanged 5
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	Iteration 102Q: 3 clusters Score -2979092 nChanged 3
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	Iteration 103Q: 3 clusters Score -2979092 nChanged 2
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Entering Unmasked Estep 
Score: -2979092.750000 Penalty: 5015.876465
	Iteration 104Q: 3 clusters Score -2979093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2979094.500000 Penalty: 5015.876465
	Iteration 105Q: 3 clusters Score -2979094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2979090.000000 Penalty: 5015.876465
	Iteration 106Q: 3 clusters Score -2979090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2979089.250000 Penalty: 5015.876465
	Iteration 107Q: 3 clusters Score -2979089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2979091.250000 Penalty: 5015.876465
	Iteration 108Q: 3 clusters Score -2979091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2979091.250000 Penalty: 5015.876465
	Iteration 109F: 3 clusters Score -2979091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Entering Unmasked Estep 
Score: -350170.687500 Penalty: 1992.508057
	Iteration 0F: 2 clusters Score -350170.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -346925.875000 Penalty: 3985.016113
	Iteration 0F: 3 clusters Score -346925.9 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -347628.062500 Penalty: 3985.016113
	Iteration 1F: 3 clusters Score -347628.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -347804.781250 Penalty: 3985.016113
	Iteration 2F: 3 clusters Score -347804.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -347913.125000 Penalty: 3985.016113
	Iteration 3F: 3 clusters Score -347913.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -347984.875000 Penalty: 3985.016113
	Iteration 4Q: 3 clusters Score -347984.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -348068.250000 Penalty: 3985.016113
	Iteration 5Q: 3 clusters Score -348068.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -348132.687500 Penalty: 3985.016113
	Iteration 6Q: 3 clusters Score -348132.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -348203.250000 Penalty: 3985.016113
	Iteration 7Q: 3 clusters Score -348203.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -348259.031250 Penalty: 3985.016113
	Iteration 8Q: 3 clusters Score -348259 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -348295.312500 Penalty: 3985.016113
	Iteration 9Q: 3 clusters Score -348295.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -348319.156250 Penalty: 3985.016113
	Iteration 10Q: 3 clusters Score -348319.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -348341.937500 Penalty: 3985.016113
	Iteration 11Q: 3 clusters Score -348341.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -348361.906250 Penalty: 3985.016113
	Iteration 12Q: 3 clusters Score -348361.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -348382.750000 Penalty: 3985.016113
	Iteration 13Q: 3 clusters Score -348382.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -348405.000000 Penalty: 3985.016113
	Iteration 14Q: 3 clusters Score -348405 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -348422.031250 Penalty: 3985.016113
	Iteration 15Q: 3 clusters Score -348422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -348431.406250 Penalty: 3985.016113
	Iteration 16Q: 3 clusters Score -348431.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -348438.500000 Penalty: 3985.016113
	Iteration 17Q: 3 clusters Score -348438.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -348442.781250 Penalty: 3985.016113
	Iteration 18Q: 3 clusters Score -348442.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -348445.687500 Penalty: 3985.016113
	Iteration 19Q: 3 clusters Score -348445.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -348447.656250 Penalty: 3985.016113
	Iteration 20F: 3 clusters Score -348447.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -348449.437500 Penalty: 3985.016113
	Iteration 21Q: 3 clusters Score -348449.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -348451.031250 Penalty: 3985.016113
	Iteration 22Q: 3 clusters Score -348451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -348453.031250 Penalty: 3985.016113
	Iteration 23Q: 3 clusters Score -348453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -348455.531250 Penalty: 3985.016113
	Iteration 24Q: 3 clusters Score -348455.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -348459.281250 Penalty: 3985.016113
	Iteration 25Q: 3 clusters Score -348459.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -348461.156250 Penalty: 3985.016113
	Iteration 26Q: 3 clusters Score -348461.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -348463.187500 Penalty: 3985.016113
	Iteration 27Q: 3 clusters Score -348463.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -348463.937500 Penalty: 3985.016113
	Iteration 28Q: 3 clusters Score -348463.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -348467.875000 Penalty: 3985.016113
	Iteration 29Q: 3 clusters Score -348467.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -348471.000000 Penalty: 3985.016113
	Iteration 30Q: 3 clusters Score -348471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -348473.625000 Penalty: 3985.016113
	Iteration 31Q: 3 clusters Score -348473.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -348474.593750 Penalty: 3985.016113
	Iteration 32Q: 3 clusters Score -348474.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -348477.062500 Penalty: 3985.016113
	Iteration 33Q: 3 clusters Score -348477.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -348481.250000 Penalty: 3985.016113
	Iteration 34Q: 3 clusters Score -348481.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -348485.218750 Penalty: 3985.016113
	Iteration 35Q: 3 clusters Score -348485.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -348487.843750 Penalty: 3985.016113
	Iteration 36Q: 3 clusters Score -348487.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -348491.718750 Penalty: 3985.016113
	Iteration 37Q: 3 clusters Score -348491.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -348494.625000 Penalty: 3985.016113
	Iteration 38Q: 3 clusters Score -348494.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -348495.406250 Penalty: 3985.016113
	Iteration 39Q: 3 clusters Score -348495.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -348497.843750 Penalty: 3985.016113
	Iteration 40F: 3 clusters Score -348497.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -348499.000000 Penalty: 3985.016113
	Iteration 41Q: 3 clusters Score -348499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -348500.281250 Penalty: 3985.016113
	Iteration 42Q: 3 clusters Score -348500.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -348503.000000 Penalty: 3985.016113
	Iteration 43Q: 3 clusters Score -348503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -348505.906250 Penalty: 3985.016113
	Iteration 44Q: 3 clusters Score -348505.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -348508.000000 Penalty: 3985.016113
	Iteration 45Q: 3 clusters Score -348508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -348510.062500 Penalty: 3985.016113
	Iteration 46Q: 3 clusters Score -348510.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -348512.812500 Penalty: 3985.016113
	Iteration 47Q: 3 clusters Score -348512.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -348515.281250 Penalty: 3985.016113
	Iteration 48Q: 3 clusters Score -348515.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -348516.125000 Penalty: 3985.016113
	Iteration 49Q: 3 clusters Score -348516.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -348516.062500 Penalty: 3985.016113
	Iteration 50Q: 3 clusters Score -348516.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -348517.093750 Penalty: 3985.016113
	Iteration 51Q: 3 clusters Score -348517.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -348518.500000 Penalty: 3985.016113
	Iteration 52Q: 3 clusters Score -348518.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -348519.406250 Penalty: 3985.016113
	Iteration 53Q: 3 clusters Score -348519.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -348520.000000 Penalty: 3985.016113
	Iteration 54Q: 3 clusters Score -348520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -348520.000000 Penalty: 3985.016113
	Iteration 55F: 3 clusters Score -348520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Entering Unmasked Estep 
Score: -2379725.000000 Penalty: 2450.357910
	Iteration 0F: 2 clusters Score -2379725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2365944.000000 Penalty: 4900.715820
	Iteration 0F: 3 clusters Score -2365944 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2370506.250000 Penalty: 4900.715820
	Iteration 1F: 3 clusters Score -2370506 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2370913.000000 Penalty: 4900.715820
	Iteration 2F: 3 clusters Score -2370913 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2371189.250000 Penalty: 4900.715820
	Iteration 3Q: 3 clusters Score -2371189 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2371415.250000 Penalty: 4900.715820
	Iteration 4Q: 3 clusters Score -2371415 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2371620.750000 Penalty: 4900.715820
	Iteration 5Q: 3 clusters Score -2371621 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2371775.000000 Penalty: 4900.715820
	Iteration 6Q: 3 clusters Score -2371775 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2371929.750000 Penalty: 4900.715820
	Iteration 7Q: 3 clusters Score -2371930 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2372065.500000 Penalty: 4900.715820
	Iteration 8Q: 3 clusters Score -2372066 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2372195.750000 Penalty: 4900.715820
	Iteration 9Q: 3 clusters Score -2372196 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2372371.750000 Penalty: 4900.715820
	Iteration 10Q: 3 clusters Score -2372372 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2372605.250000 Penalty: 4900.715820
	Iteration 11Q: 3 clusters Score -2372605 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2372903.750000 Penalty: 4900.715820
	Iteration 12Q: 3 clusters Score -2372904 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2373241.500000 Penalty: 4900.715820
	Iteration 13Q: 3 clusters Score -2373242 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2373689.500000 Penalty: 4900.715820
	Iteration 14Q: 3 clusters Score -2373690 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2374182.000000 Penalty: 4900.715820
	Iteration 15Q: 3 clusters Score -2374182 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2374649.500000 Penalty: 4900.715820
	Iteration 16Q: 3 clusters Score -2374650 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2375064.500000 Penalty: 4900.715820
	Iteration 17Q: 3 clusters Score -2375064 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2375390.000000 Penalty: 4900.715820
	Iteration 18Q: 3 clusters Score -2375390 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2375568.750000 Penalty: 4900.715820
	Iteration 19Q: 3 clusters Score -2375569 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2375720.250000 Penalty: 4900.715820
	Iteration 20F: 3 clusters Score -2375720 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2375838.750000 Penalty: 4900.715820
	Iteration 21Q: 3 clusters Score -2375839 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2375921.000000 Penalty: 4900.715820
	Iteration 22Q: 3 clusters Score -2375921 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2376006.250000 Penalty: 4900.715820
	Iteration 23Q: 3 clusters Score -2376006 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2376115.500000 Penalty: 4900.715820
	Iteration 24Q: 3 clusters Score -2376116 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2376210.500000 Penalty: 4900.715820
	Iteration 25Q: 3 clusters Score -2376210 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2376293.000000 Penalty: 4900.715820
	Iteration 26Q: 3 clusters Score -2376293 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2376383.750000 Penalty: 4900.715820
	Iteration 27Q: 3 clusters Score -2376384 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2376464.750000 Penalty: 4900.715820
	Iteration 28Q: 3 clusters Score -2376465 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2376545.750000 Penalty: 4900.715820
	Iteration 29Q: 3 clusters Score -2376546 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2376625.500000 Penalty: 4900.715820
	Iteration 30Q: 3 clusters Score -2376626 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2376707.500000 Penalty: 4900.715820
	Iteration 31Q: 3 clusters Score -2376708 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2376777.500000 Penalty: 4900.715820
	Iteration 32Q: 3 clusters Score -2376778 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2376850.750000 Penalty: 4900.715820
	Iteration 33Q: 3 clusters Score -2376851 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2376903.000000 Penalty: 4900.715820
	Iteration 34Q: 3 clusters Score -2376903 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2376954.250000 Penalty: 4900.715820
	Iteration 35Q: 3 clusters Score -2376954 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2377011.500000 Penalty: 4900.715820
	Iteration 36Q: 3 clusters Score -2377012 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2377054.250000 Penalty: 4900.715820
	Iteration 37Q: 3 clusters Score -2377054 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2377098.500000 Penalty: 4900.715820
	Iteration 38Q: 3 clusters Score -2377098 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2377156.250000 Penalty: 4900.715820
	Iteration 39Q: 3 clusters Score -2377156 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2377193.250000 Penalty: 4900.715820
	Iteration 40F: 3 clusters Score -2377193 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2377236.000000 Penalty: 4900.715820
	Iteration 41Q: 3 clusters Score -2377236 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2377273.500000 Penalty: 4900.715820
	Iteration 42Q: 3 clusters Score -2377274 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2377313.500000 Penalty: 4900.715820
	Iteration 43Q: 3 clusters Score -2377314 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2377339.250000 Penalty: 4900.715820
	Iteration 44Q: 3 clusters Score -2377339 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2377372.000000 Penalty: 4900.715820
	Iteration 45Q: 3 clusters Score -2377372 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2377396.250000 Penalty: 4900.715820
	Iteration 46Q: 3 clusters Score -2377396 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2377416.000000 Penalty: 4900.715820
	Iteration 47Q: 3 clusters Score -2377416 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2377447.000000 Penalty: 4900.715820
	Iteration 48Q: 3 clusters Score -2377447 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2377481.500000 Penalty: 4900.715820
	Iteration 49Q: 3 clusters Score -2377482 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2377508.750000 Penalty: 4900.715820
	Iteration 50Q: 3 clusters Score -2377509 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2377526.000000 Penalty: 4900.715820
	Iteration 51Q: 3 clusters Score -2377526 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2377555.250000 Penalty: 4900.715820
	Iteration 52Q: 3 clusters Score -2377555 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2377577.000000 Penalty: 4900.715820
	Iteration 53Q: 3 clusters Score -2377577 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -2377598.250000 Penalty: 4900.715820
	Iteration 54Q: 3 clusters Score -2377598 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2377613.750000 Penalty: 4900.715820
	Iteration 55Q: 3 clusters Score -2377614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2377627.500000 Penalty: 4900.715820
	Iteration 56Q: 3 clusters Score -2377628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2377632.500000 Penalty: 4900.715820
	Iteration 57Q: 3 clusters Score -2377632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2377639.500000 Penalty: 4900.715820
	Iteration 58Q: 3 clusters Score -2377640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2377642.250000 Penalty: 4900.715820
	Iteration 59Q: 3 clusters Score -2377642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2377650.250000 Penalty: 4900.715820
	Iteration 60F: 3 clusters Score -2377650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2377661.250000 Penalty: 4900.715820
	Iteration 61Q: 3 clusters Score -2377661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2377661.750000 Penalty: 4900.715820
	Iteration 62Q: 3 clusters Score -2377662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2377664.000000 Penalty: 4900.715820
	Iteration 63Q: 3 clusters Score -2377664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2377672.000000 Penalty: 4900.715820
	Iteration 64Q: 3 clusters Score -2377672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2377675.750000 Penalty: 4900.715820
	Iteration 65Q: 3 clusters Score -2377676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2377676.250000 Penalty: 4900.715820
	Iteration 66Q: 3 clusters Score -2377676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2377678.250000 Penalty: 4900.715820
	Iteration 67Q: 3 clusters Score -2377678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2377681.750000 Penalty: 4900.715820
	Iteration 68Q: 3 clusters Score -2377682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2377681.750000 Penalty: 4900.715820
	Iteration 69F: 3 clusters Score -2377682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Entering Unmasked Estep 
Score: -1270243.750000 Penalty: 2300.595703
	Iteration 0F: 2 clusters Score -1270244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1262109.250000 Penalty: 4601.191406
	Iteration 0F: 3 clusters Score -1262109 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1264460.875000 Penalty: 4601.191406
	Iteration 1F: 3 clusters Score -1264461 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1264768.125000 Penalty: 4601.191406
	Iteration 2F: 3 clusters Score -1264768 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1265027.000000 Penalty: 4601.191406
	Iteration 3F: 3 clusters Score -1265027 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1265266.750000 Penalty: 4601.191406
	Iteration 4Q: 3 clusters Score -1265267 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1265467.000000 Penalty: 4601.191406
	Iteration 5Q: 3 clusters Score -1265467 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1265670.125000 Penalty: 4601.191406
	Iteration 6Q: 3 clusters Score -1265670 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1265858.375000 Penalty: 4601.191406
	Iteration 7Q: 3 clusters Score -1265858 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1266037.000000 Penalty: 4601.191406
	Iteration 8Q: 3 clusters Score -1266037 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1266192.875000 Penalty: 4601.191406
	Iteration 9Q: 3 clusters Score -1266193 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1266356.750000 Penalty: 4601.191406
	Iteration 10Q: 3 clusters Score -1266357 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1266517.500000 Penalty: 4601.191406
	Iteration 11Q: 3 clusters Score -1266518 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1266681.750000 Penalty: 4601.191406
	Iteration 12Q: 3 clusters Score -1266682 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1266872.875000 Penalty: 4601.191406
	Iteration 13Q: 3 clusters Score -1266873 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1267067.000000 Penalty: 4601.191406
	Iteration 14Q: 3 clusters Score -1267067 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1267234.625000 Penalty: 4601.191406
	Iteration 15Q: 3 clusters Score -1267235 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1267393.625000 Penalty: 4601.191406
	Iteration 16Q: 3 clusters Score -1267394 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1267541.250000 Penalty: 4601.191406
	Iteration 17Q: 3 clusters Score -1267541 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1267648.375000 Penalty: 4601.191406
	Iteration 18Q: 3 clusters Score -1267648 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1267733.500000 Penalty: 4601.191406
	Iteration 19Q: 3 clusters Score -1267734 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1267786.250000 Penalty: 4601.191406
	Iteration 20F: 3 clusters Score -1267786 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1267832.875000 Penalty: 4601.191406
	Iteration 21Q: 3 clusters Score -1267833 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1267873.125000 Penalty: 4601.191406
	Iteration 22Q: 3 clusters Score -1267873 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1267917.875000 Penalty: 4601.191406
	Iteration 23Q: 3 clusters Score -1267918 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1267941.000000 Penalty: 4601.191406
	Iteration 24Q: 3 clusters Score -1267941 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1267959.125000 Penalty: 4601.191406
	Iteration 25Q: 3 clusters Score -1267959 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1267979.875000 Penalty: 4601.191406
	Iteration 26Q: 3 clusters Score -1267980 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1268003.875000 Penalty: 4601.191406
	Iteration 27Q: 3 clusters Score -1268004 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1268016.125000 Penalty: 4601.191406
	Iteration 28Q: 3 clusters Score -1268016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1268026.750000 Penalty: 4601.191406
	Iteration 29Q: 3 clusters Score -1268027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1268033.250000 Penalty: 4601.191406
	Iteration 30Q: 3 clusters Score -1268033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1268036.750000 Penalty: 4601.191406
	Iteration 31Q: 3 clusters Score -1268037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1268041.875000 Penalty: 4601.191406
	Iteration 32Q: 3 clusters Score -1268042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1268049.750000 Penalty: 4601.191406
	Iteration 33Q: 3 clusters Score -1268050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1268050.125000 Penalty: 4601.191406
	Iteration 34Q: 3 clusters Score -1268050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1268054.125000 Penalty: 4601.191406
	Iteration 35Q: 3 clusters Score -1268054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1268054.125000 Penalty: 4601.191406
	Iteration 36Q: 3 clusters Score -1268054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1268054.625000 Penalty: 4601.191406
	Iteration 37Q: 3 clusters Score -1268055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1268055.750000 Penalty: 4601.191406
	Iteration 38Q: 3 clusters Score -1268056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1268057.375000 Penalty: 4601.191406
	Iteration 39Q: 3 clusters Score -1268057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1268059.000000 Penalty: 4601.191406
	Iteration 40F: 3 clusters Score -1268059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1268058.500000 Penalty: 4601.191406
	Iteration 41Q: 3 clusters Score -1268058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1268058.500000 Penalty: 4601.191406
	Iteration 42F: 3 clusters Score -1268058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (34110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Entering Unmasked Estep 
Score: -4263196.500000 Penalty: 2588.461670
	Iteration 0F: 2 clusters Score -4263196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -4240013.500000 Penalty: 5176.923340
	Iteration 0F: 3 clusters Score -4240014 nChanged 15479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -4248861.500000 Penalty: 5176.923340
	Iteration 1F: 3 clusters Score -4248862 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -4249545.500000 Penalty: 5176.923340
	Iteration 2F: 3 clusters Score -4249546 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -4250331.000000 Penalty: 5176.923340
	Iteration 3F: 3 clusters Score -4250331 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -4251262.500000 Penalty: 5176.923340
	Iteration 4F: 3 clusters Score -4251262 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -4252671.500000 Penalty: 5176.923340
	Iteration 5F: 3 clusters Score -4252672 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -4254535.500000 Penalty: 5176.923340
	Iteration 6F: 3 clusters Score -4254536 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -4256629.500000 Penalty: 5176.923340
	Iteration 7F: 3 clusters Score -4256630 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -4258441.000000 Penalty: 5176.923340
	Iteration 8F: 3 clusters Score -4258441 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4259617.500000 Penalty: 5176.923340
	Iteration 9Q: 3 clusters Score -4259618 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4260255.000000 Penalty: 5176.923340
	Iteration 10Q: 3 clusters Score -4260255 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4260600.000000 Penalty: 5176.923340
	Iteration 11Q: 3 clusters Score -4260600 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4260806.500000 Penalty: 5176.923340
	Iteration 12Q: 3 clusters Score -4260806 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4260934.000000 Penalty: 5176.923340
	Iteration 13Q: 3 clusters Score -4260934 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4261038.000000 Penalty: 5176.923340
	Iteration 14Q: 3 clusters Score -4261038 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4261078.000000 Penalty: 5176.923340
	Iteration 15Q: 3 clusters Score -4261078 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4261111.000000 Penalty: 5176.923340
	Iteration 16Q: 3 clusters Score -4261111 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4261131.000000 Penalty: 5176.923340
	Iteration 17Q: 3 clusters Score -4261131 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4261146.500000 Penalty: 5176.923340
	Iteration 18Q: 3 clusters Score -4261146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4261160.500000 Penalty: 5176.923340
	Iteration 19Q: 3 clusters Score -4261160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4261165.000000 Penalty: 5176.923340
	Iteration 20F: 3 clusters Score -4261165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4261174.500000 Penalty: 5176.923340
	Iteration 21Q: 3 clusters Score -4261174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4261177.500000 Penalty: 5176.923340
	Iteration 22Q: 3 clusters Score -4261178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4261187.500000 Penalty: 5176.923340
	Iteration 23Q: 3 clusters Score -4261188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4261193.000000 Penalty: 5176.923340
	Iteration 24Q: 3 clusters Score -4261193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4261192.000000 Penalty: 5176.923340
	Iteration 25Q: 3 clusters Score -4261192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4261197.000000 Penalty: 5176.923340
	Iteration 26Q: 3 clusters Score -4261197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4261198.500000 Penalty: 5176.923340
	Iteration 27Q: 3 clusters Score -4261198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4261199.500000 Penalty: 5176.923340
	Iteration 28Q: 3 clusters Score -4261200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4261198.500000 Penalty: 5176.923340
	Iteration 29Q: 3 clusters Score -4261198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4261197.500000 Penalty: 5176.923340
	Iteration 30Q: 3 clusters Score -4261198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4261198.500000 Penalty: 5176.923340
	Iteration 31Q: 3 clusters Score -4261198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4261199.500000 Penalty: 5176.923340
	Iteration 32Q: 3 clusters Score -4261200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4261201.000000 Penalty: 5176.923340
	Iteration 33Q: 3 clusters Score -4261201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4261198.500000 Penalty: 5176.923340
	Iteration 34Q: 3 clusters Score -4261198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4261196.500000 Penalty: 5176.923340
	Iteration 35Q: 3 clusters Score -4261196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4261199.000000 Penalty: 5176.923340
	Iteration 36Q: 3 clusters Score -4261199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4261199.000000 Penalty: 5176.923340
	Iteration 37F: 3 clusters Score -4261199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -39192.593750 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -39192.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37871.515625 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -37871.52 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38059.453125 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -38059.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -38141.781250 Penalty: 2913.965820
	Iteration 2F: 3 clusters Score -38141.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38201.863281 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -38201.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38238.644531 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -38238.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38251.312500 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -38251.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38254.152344 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -38254.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38258.433594 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -38258.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38258.433594 Penalty: 2913.965820
	Iteration 8F: 3 clusters Score -38258.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -86631.343750 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -86631.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84864.960938 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -84864.96 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -85087.210938 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -85087.21 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85172.601562 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -85172.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85216.476562 Penalty: 3282.231934
	Iteration 3Q: 3 clusters Score -85216.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85256.132812 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -85256.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -85286.203125 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -85286.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -85323.101562 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -85323.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85349.109375 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -85349.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -85381.000000 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -85381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -85413.976562 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -85413.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -85461.929688 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -85461.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85550.648438 Penalty: 3282.231934
	Iteration 11Q: 3 clusters Score -85550.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85677.992188 Penalty: 3282.231934
	Iteration 12Q: 3 clusters Score -85677.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -85791.679688 Penalty: 3282.231934
	Iteration 13Q: 3 clusters Score -85791.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85853.429688 Penalty: 3282.231934
	Iteration 14Q: 3 clusters Score -85853.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85889.757812 Penalty: 3282.231934
	Iteration 15Q: 3 clusters Score -85889.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -85936.843750 Penalty: 3282.231934
	Iteration 16Q: 3 clusters Score -85936.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -85975.421875 Penalty: 3282.231934
	Iteration 17Q: 3 clusters Score -85975.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -86009.656250 Penalty: 3282.231934
	Iteration 18Q: 3 clusters Score -86009.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -86031.445312 Penalty: 3282.231934
	Iteration 19Q: 3 clusters Score -86031.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -86048.953125 Penalty: 3282.231934
	Iteration 20F: 3 clusters Score -86048.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -86074.460938 Penalty: 3282.231934
	Iteration 21Q: 3 clusters Score -86074.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -86086.710938 Penalty: 3282.231934
	Iteration 22Q: 3 clusters Score -86086.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -86096.906250 Penalty: 3282.231934
	Iteration 23Q: 3 clusters Score -86096.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -86106.562500 Penalty: 3282.231934
	Iteration 24Q: 3 clusters Score -86106.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -86112.148438 Penalty: 3282.231934
	Iteration 25Q: 3 clusters Score -86112.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -86118.453125 Penalty: 3282.231934
	Iteration 26Q: 3 clusters Score -86118.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -86122.609375 Penalty: 3282.231934
	Iteration 27Q: 3 clusters Score -86122.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -86128.281250 Penalty: 3282.231934
	Iteration 28Q: 3 clusters Score -86128.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -86130.210938 Penalty: 3282.231934
	Iteration 29Q: 3 clusters Score -86130.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -86131.632812 Penalty: 3282.231934
	Iteration 30Q: 3 clusters Score -86131.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -86131.632812 Penalty: 3282.231934
	Iteration 31F: 3 clusters Score -86131.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (298184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298184 members 
Entering Unmasked Estep 
Score: -36987744.000000 Penalty: 3126.155518
	Iteration 0F: 2 clusters Score -3.698774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149553 members 
Mstep: Class 2 contains 148631 members 
Entering Unmasked Estep 
Score: -36803576.000000 Penalty: 6252.311035
	Iteration 0F: 3 clusters Score -3.680358e+07 nChanged 144501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161896 members 
Mstep: Class 2 contains 136288 members 
Entering Unmasked Estep 
Score: -36889752.000000 Penalty: 6252.311035
	Iteration 1F: 3 clusters Score -3.688975e+07 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169995 members 
Mstep: Class 2 contains 128189 members 
Entering Unmasked Estep 
Score: -36892620.000000 Penalty: 6252.311035
	Iteration 2Q: 3 clusters Score -3.689262e+07 nChanged 13587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182494 members 
Mstep: Class 2 contains 115690 members 
Entering Unmasked Estep 
Score: -36898048.000000 Penalty: 6252.311035
	Iteration 3Q: 3 clusters Score -3.689805e+07 nChanged 18822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200818 members 
Mstep: Class 2 contains 97366 members 
Entering Unmasked Estep 
Score: -36907796.000000 Penalty: 6252.311035
	Iteration 4F: 3 clusters Score -3.69078e+07 nChanged 24677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225327 members 
Mstep: Class 2 contains 72857 members 
Entering Unmasked Estep 
Score: -36924284.000000 Penalty: 6252.311035
	Iteration 5F: 3 clusters Score -3.692428e+07 nChanged 27520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252805 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -36947168.000000 Penalty: 6252.311035
	Iteration 6F: 3 clusters Score -3.694717e+07 nChanged 23146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275945 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -36967076.000000 Penalty: 6252.311035
	Iteration 7F: 3 clusters Score -3.696708e+07 nChanged 14119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290062 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -36978880.000000 Penalty: 6252.311035
	Iteration 8Q: 3 clusters Score -3.697888e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295779 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -36983320.000000 Penalty: 6252.311035
	Iteration 9Q: 3 clusters Score -3.698332e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297420 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -36984540.000000 Penalty: 6252.311035
	Iteration 10Q: 3 clusters Score -3.698454e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297780 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -36984896.000000 Penalty: 6252.311035
	Iteration 11Q: 3 clusters Score -3.69849e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297870 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -36984972.000000 Penalty: 6252.311035
	Iteration 12Q: 3 clusters Score -3.698497e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297893 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -36985052.000000 Penalty: 6252.311035
	Iteration 13Q: 3 clusters Score -3.698505e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297901 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -36985068.000000 Penalty: 6252.311035
	Iteration 14Q: 3 clusters Score -3.698507e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297902 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36985072.000000 Penalty: 6252.311035
	Iteration 15Q: 3 clusters Score -3.698507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297906 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36985096.000000 Penalty: 6252.311035
	Iteration 16Q: 3 clusters Score -3.69851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297906 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36985092.000000 Penalty: 6252.311035
	Iteration 17Q: 3 clusters Score -3.698509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297908 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -36985084.000000 Penalty: 6252.311035
	Iteration 18Q: 3 clusters Score -3.698508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297909 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36985124.000000 Penalty: 6252.311035
	Iteration 19Q: 3 clusters Score -3.698512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297910 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36985132.000000 Penalty: 6252.311035
	Iteration 20F: 3 clusters Score -3.698513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297912 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -36985140.000000 Penalty: 6252.311035
	Iteration 21Q: 3 clusters Score -3.698514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297912 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -36985148.000000 Penalty: 6252.311035
	Iteration 22Q: 3 clusters Score -3.698515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297911 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36985120.000000 Penalty: 6252.311035
	Iteration 23Q: 3 clusters Score -3.698512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297911 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36985120.000000 Penalty: 6252.311035
	Iteration 24F: 3 clusters Score -3.698512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -68874.976562 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -68874.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67223.453125 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -67223.45 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67431.710938 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -67431.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67516.859375 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -67516.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67574.773438 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -67574.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67605.828125 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -67605.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67616.101562 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -67616.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -67619.789062 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -67619.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -67630.093750 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -67630.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -67637.750000 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -67637.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67649.382812 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -67649.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67658.375000 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -67658.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67663.320312 Penalty: 3172.049805
	Iteration 11Q: 3 clusters Score -67663.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67670.750000 Penalty: 3172.049805
	Iteration 12Q: 3 clusters Score -67670.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67677.320312 Penalty: 3172.049805
	Iteration 13Q: 3 clusters Score -67677.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67684.562500 Penalty: 3172.049805
	Iteration 14Q: 3 clusters Score -67684.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -67696.304688 Penalty: 3172.049805
	Iteration 15Q: 3 clusters Score -67696.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67699.187500 Penalty: 3172.049805
	Iteration 16Q: 3 clusters Score -67699.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67700.531250 Penalty: 3172.049805
	Iteration 17Q: 3 clusters Score -67700.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67700.531250 Penalty: 3172.049805
	Iteration 18F: 3 clusters Score -67700.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Entering Unmasked Estep 
Score: -282021.843750 Penalty: 1977.854736
	Iteration 0F: 2 clusters Score -282021.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -278894.000000 Penalty: 3955.709473
	Iteration 0F: 3 clusters Score -278894 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -279685.781250 Penalty: 3955.709473
	Iteration 1F: 3 clusters Score -279685.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -279930.500000 Penalty: 3955.709473
	Iteration 2F: 3 clusters Score -279930.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -280135.718750 Penalty: 3955.709473
	Iteration 3F: 3 clusters Score -280135.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -280337.656250 Penalty: 3955.709473
	Iteration 4F: 3 clusters Score -280337.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -280508.656250 Penalty: 3955.709473
	Iteration 5Q: 3 clusters Score -280508.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -280693.406250 Penalty: 3955.709473
	Iteration 6Q: 3 clusters Score -280693.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -280896.687500 Penalty: 3955.709473
	Iteration 7Q: 3 clusters Score -280896.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -281083.500000 Penalty: 3955.709473
	Iteration 8Q: 3 clusters Score -281083.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -281225.000000 Penalty: 3955.709473
	Iteration 9Q: 3 clusters Score -281225 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -281295.687500 Penalty: 3955.709473
	Iteration 10Q: 3 clusters Score -281295.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -281363.906250 Penalty: 3955.709473
	Iteration 11Q: 3 clusters Score -281363.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -281412.218750 Penalty: 3955.709473
	Iteration 12Q: 3 clusters Score -281412.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -281434.875000 Penalty: 3955.709473
	Iteration 13Q: 3 clusters Score -281434.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -281450.312500 Penalty: 3955.709473
	Iteration 14Q: 3 clusters Score -281450.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -281458.656250 Penalty: 3955.709473
	Iteration 15Q: 3 clusters Score -281458.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -281461.531250 Penalty: 3955.709473
	Iteration 16Q: 3 clusters Score -281461.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -281464.406250 Penalty: 3955.709473
	Iteration 17Q: 3 clusters Score -281464.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -281466.000000 Penalty: 3955.709473
	Iteration 18Q: 3 clusters Score -281466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -281466.843750 Penalty: 3955.709473
	Iteration 19Q: 3 clusters Score -281466.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -281466.875000 Penalty: 3955.709473
	Iteration 20F: 3 clusters Score -281466.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -281468.187500 Penalty: 3955.709473
	Iteration 21Q: 3 clusters Score -281468.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -281468.625000 Penalty: 3955.709473
	Iteration 22Q: 3 clusters Score -281468.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -281468.625000 Penalty: 3955.709473
	Iteration 23F: 3 clusters Score -281468.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Entering Unmasked Estep 
Score: -761696.750000 Penalty: 2167.405029
	Iteration 0F: 2 clusters Score -761696.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -756471.125000 Penalty: 4334.810059
	Iteration 0F: 3 clusters Score -756471.1 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -757792.562500 Penalty: 4334.810059
	Iteration 1F: 3 clusters Score -757792.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -758010.875000 Penalty: 4334.810059
	Iteration 2F: 3 clusters Score -758010.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -758172.312500 Penalty: 4334.810059
	Iteration 3Q: 3 clusters Score -758172.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -758275.687500 Penalty: 4334.810059
	Iteration 4Q: 3 clusters Score -758275.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -758356.750000 Penalty: 4334.810059
	Iteration 5Q: 3 clusters Score -758356.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -758433.875000 Penalty: 4334.810059
	Iteration 6Q: 3 clusters Score -758433.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -758507.875000 Penalty: 4334.810059
	Iteration 7Q: 3 clusters Score -758507.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -758578.562500 Penalty: 4334.810059
	Iteration 8Q: 3 clusters Score -758578.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -758639.312500 Penalty: 4334.810059
	Iteration 9Q: 3 clusters Score -758639.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -758704.562500 Penalty: 4334.810059
	Iteration 10Q: 3 clusters Score -758704.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -758767.812500 Penalty: 4334.810059
	Iteration 11Q: 3 clusters Score -758767.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -758821.500000 Penalty: 4334.810059
	Iteration 12Q: 3 clusters Score -758821.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -758884.187500 Penalty: 4334.810059
	Iteration 13Q: 3 clusters Score -758884.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -758941.187500 Penalty: 4334.810059
	Iteration 14Q: 3 clusters Score -758941.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -759003.000000 Penalty: 4334.810059
	Iteration 15Q: 3 clusters Score -759003 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -759059.000000 Penalty: 4334.810059
	Iteration 16Q: 3 clusters Score -759059 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -759107.125000 Penalty: 4334.810059
	Iteration 17Q: 3 clusters Score -759107.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -759157.750000 Penalty: 4334.810059
	Iteration 18Q: 3 clusters Score -759157.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -759203.125000 Penalty: 4334.810059
	Iteration 19Q: 3 clusters Score -759203.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -759252.500000 Penalty: 4334.810059
	Iteration 20F: 3 clusters Score -759252.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -759296.187500 Penalty: 4334.810059
	Iteration 21Q: 3 clusters Score -759296.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -759335.937500 Penalty: 4334.810059
	Iteration 22Q: 3 clusters Score -759335.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -759384.062500 Penalty: 4334.810059
	Iteration 23Q: 3 clusters Score -759384.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -759432.687500 Penalty: 4334.810059
	Iteration 24Q: 3 clusters Score -759432.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -759481.187500 Penalty: 4334.810059
	Iteration 25Q: 3 clusters Score -759481.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -759520.875000 Penalty: 4334.810059
	Iteration 26Q: 3 clusters Score -759520.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -759548.312500 Penalty: 4334.810059
	Iteration 27Q: 3 clusters Score -759548.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -759571.437500 Penalty: 4334.810059
	Iteration 28Q: 3 clusters Score -759571.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -759587.750000 Penalty: 4334.810059
	Iteration 29Q: 3 clusters Score -759587.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -759609.250000 Penalty: 4334.810059
	Iteration 30Q: 3 clusters Score -759609.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -759623.250000 Penalty: 4334.810059
	Iteration 31Q: 3 clusters Score -759623.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -759635.375000 Penalty: 4334.810059
	Iteration 32Q: 3 clusters Score -759635.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -759639.500000 Penalty: 4334.810059
	Iteration 33Q: 3 clusters Score -759639.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -759646.375000 Penalty: 4334.810059
	Iteration 34Q: 3 clusters Score -759646.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -759650.437500 Penalty: 4334.810059
	Iteration 35Q: 3 clusters Score -759650.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -759661.187500 Penalty: 4334.810059
	Iteration 36Q: 3 clusters Score -759661.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -759670.812500 Penalty: 4334.810059
	Iteration 37Q: 3 clusters Score -759670.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -759680.500000 Penalty: 4334.810059
	Iteration 38Q: 3 clusters Score -759680.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -759691.812500 Penalty: 4334.810059
	Iteration 39Q: 3 clusters Score -759691.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -759699.062500 Penalty: 4334.810059
	Iteration 40F: 3 clusters Score -759699.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -759704.187500 Penalty: 4334.810059
	Iteration 41Q: 3 clusters Score -759704.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -759709.625000 Penalty: 4334.810059
	Iteration 42Q: 3 clusters Score -759709.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -759711.125000 Penalty: 4334.810059
	Iteration 43Q: 3 clusters Score -759711.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -759712.937500 Penalty: 4334.810059
	Iteration 44Q: 3 clusters Score -759712.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -759719.437500 Penalty: 4334.810059
	Iteration 45Q: 3 clusters Score -759719.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -759721.437500 Penalty: 4334.810059
	Iteration 46Q: 3 clusters Score -759721.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -759725.500000 Penalty: 4334.810059
	Iteration 47Q: 3 clusters Score -759725.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -759727.500000 Penalty: 4334.810059
	Iteration 48Q: 3 clusters Score -759727.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -759729.500000 Penalty: 4334.810059
	Iteration 49Q: 3 clusters Score -759729.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -759729.500000 Penalty: 4334.810059
	Iteration 50F: 3 clusters Score -759729.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122625 members 
Mstep: Class 4 contains 18569 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 20352 members 
Mstep: Class 8 contains 249677 members 
Mstep: Class 9 contains 62440 members 
Mstep: Class 10 contains 27479 members 
Mstep: Class 11 contains 4170 members 
Mstep: Class 12 contains 30220 members 
Mstep: Class 13 contains 14814 members 
Mstep: Class 14 contains 2885 members 
Mstep: Class 15 contains 195524 members 
Mstep: Class 16 contains 75907 members 
Mstep: Class 17 contains 31846 members 
Mstep: Class 18 contains 957 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24653 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 19545 members 
Mstep: Class 23 contains 10685 members 
Mstep: Class 24 contains 34110 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298184 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589664.000000 Penalty: 104589.859375
Iteration 439Q: 31 clusters Score -1.545897e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122633 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 20361 members 
Mstep: Class 8 contains 249632 members 
Mstep: Class 9 contains 62443 members 
Mstep: Class 10 contains 27477 members 
Mstep: Class 11 contains 4171 members 
Mstep: Class 12 contains 30222 members 
Mstep: Class 13 contains 14817 members 
Mstep: Class 14 contains 2885 members 
Mstep: Class 15 contains 195509 members 
Mstep: Class 16 contains 75902 members 
Mstep: Class 17 contains 31847 members 
Mstep: Class 18 contains 963 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24654 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 19543 members 
Mstep: Class 23 contains 10688 members 
Mstep: Class 24 contains 34142 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298184 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589600.000000 Penalty: 104589.859375
Iteration 440F: 31 clusters Score -1.545896e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122646 members 
Mstep: Class 4 contains 18578 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 20368 members 
Mstep: Class 8 contains 249612 members 
Mstep: Class 9 contains 62436 members 
Mstep: Class 10 contains 27477 members 
Mstep: Class 11 contains 4171 members 
Mstep: Class 12 contains 30220 members 
Mstep: Class 13 contains 14817 members 
Mstep: Class 14 contains 2885 members 
Mstep: Class 15 contains 195498 members 
Mstep: Class 16 contains 75888 members 
Mstep: Class 17 contains 31845 members 
Mstep: Class 18 contains 972 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24655 members 
Mstep: Class 21 contains 3084 members 
Mstep: Class 22 contains 19542 members 
Mstep: Class 23 contains 10687 members 
Mstep: Class 24 contains 34167 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298178 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589792.000000 Penalty: 104589.859375
Iteration 441Q: 31 clusters Score -1.545898e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122657 members 
Mstep: Class 4 contains 18589 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 20382 members 
Mstep: Class 8 contains 249580 members 
Mstep: Class 9 contains 62435 members 
Mstep: Class 10 contains 27474 members 
Mstep: Class 11 contains 4171 members 
Mstep: Class 12 contains 30223 members 
Mstep: Class 13 contains 14816 members 
Mstep: Class 14 contains 2885 members 
Mstep: Class 15 contains 195494 members 
Mstep: Class 16 contains 75876 members 
Mstep: Class 17 contains 31851 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24654 members 
Mstep: Class 21 contains 3083 members 
Mstep: Class 22 contains 19541 members 
Mstep: Class 23 contains 10687 members 
Mstep: Class 24 contains 34183 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298163 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589712.000000 Penalty: 104589.859375
Iteration 442Q: 31 clusters Score -1.545897e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122680 members 
Mstep: Class 4 contains 18602 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 20394 members 
Mstep: Class 8 contains 249525 members 
Mstep: Class 9 contains 62446 members 
Mstep: Class 10 contains 27474 members 
Mstep: Class 11 contains 4171 members 
Mstep: Class 12 contains 30225 members 
Mstep: Class 13 contains 14815 members 
Mstep: Class 14 contains 2885 members 
Mstep: Class 15 contains 195483 members 
Mstep: Class 16 contains 75864 members 
Mstep: Class 17 contains 31850 members 
Mstep: Class 18 contains 983 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24653 members 
Mstep: Class 21 contains 3084 members 
Mstep: Class 22 contains 19537 members 
Mstep: Class 23 contains 10691 members 
Mstep: Class 24 contains 34209 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298149 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2909 members 
Mstep: Class 30 contains 6245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589600.000000 Penalty: 104589.859375
Iteration 443Q: 31 clusters Score -1.545896e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122692 members 
Mstep: Class 4 contains 18616 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 20402 members 
Mstep: Class 8 contains 249511 members 
Mstep: Class 9 contains 62446 members 
Mstep: Class 10 contains 27472 members 
Mstep: Class 11 contains 4170 members 
Mstep: Class 12 contains 30223 members 
Mstep: Class 13 contains 14818 members 
Mstep: Class 14 contains 2885 members 
Mstep: Class 15 contains 195477 members 
Mstep: Class 16 contains 75855 members 
Mstep: Class 17 contains 31852 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24654 members 
Mstep: Class 21 contains 3083 members 
Mstep: Class 22 contains 19535 members 
Mstep: Class 23 contains 10695 members 
Mstep: Class 24 contains 34228 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298113 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2910 members 
Mstep: Class 30 contains 6245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589360.000000 Penalty: 104589.859375
Iteration 444Q: 31 clusters Score -1.545894e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122697 members 
Mstep: Class 4 contains 18626 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 20410 members 
Mstep: Class 8 contains 249507 members 
Mstep: Class 9 contains 62453 members 
Mstep: Class 10 contains 27469 members 
Mstep: Class 11 contains 4169 members 
Mstep: Class 12 contains 30222 members 
Mstep: Class 13 contains 14824 members 
Mstep: Class 14 contains 2885 members 
Mstep: Class 15 contains 195485 members 
Mstep: Class 16 contains 75861 members 
Mstep: Class 17 contains 31853 members 
Mstep: Class 18 contains 1000 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24656 members 
Mstep: Class 21 contains 3082 members 
Mstep: Class 22 contains 19531 members 
Mstep: Class 23 contains 10695 members 
Mstep: Class 24 contains 34235 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298057 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589264.000000 Penalty: 104589.859375
Iteration 445Q: 31 clusters Score -1.545893e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122707 members 
Mstep: Class 4 contains 18634 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 20411 members 
Mstep: Class 8 contains 249494 members 
Mstep: Class 9 contains 62441 members 
Mstep: Class 10 contains 27470 members 
Mstep: Class 11 contains 4169 members 
Mstep: Class 12 contains 30225 members 
Mstep: Class 13 contains 14826 members 
Mstep: Class 14 contains 2885 members 
Mstep: Class 15 contains 195488 members 
Mstep: Class 16 contains 75864 members 
Mstep: Class 17 contains 31852 members 
Mstep: Class 18 contains 1005 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24654 members 
Mstep: Class 21 contains 3082 members 
Mstep: Class 22 contains 19530 members 
Mstep: Class 23 contains 10697 members 
Mstep: Class 24 contains 34247 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298033 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589072.000000 Penalty: 104589.859375
Iteration 446Q: 31 clusters Score -1.545891e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122717 members 
Mstep: Class 4 contains 18650 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 20417 members 
Mstep: Class 8 contains 249479 members 
Mstep: Class 9 contains 62439 members 
Mstep: Class 10 contains 27469 members 
Mstep: Class 11 contains 4168 members 
Mstep: Class 12 contains 30226 members 
Mstep: Class 13 contains 14828 members 
Mstep: Class 14 contains 2885 members 
Mstep: Class 15 contains 195497 members 
Mstep: Class 16 contains 75860 members 
Mstep: Class 17 contains 31856 members 
Mstep: Class 18 contains 1011 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24652 members 
Mstep: Class 21 contains 3082 members 
Mstep: Class 22 contains 19531 members 
Mstep: Class 23 contains 10698 members 
Mstep: Class 24 contains 34260 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297982 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589088.000000 Penalty: 104589.859375
Iteration 447Q: 31 clusters Score -1.545891e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122724 members 
Mstep: Class 4 contains 18670 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 20423 members 
Mstep: Class 8 contains 249467 members 
Mstep: Class 9 contains 62446 members 
Mstep: Class 10 contains 27469 members 
Mstep: Class 11 contains 4168 members 
Mstep: Class 12 contains 30229 members 
Mstep: Class 13 contains 14827 members 
Mstep: Class 14 contains 2885 members 
Mstep: Class 15 contains 195508 members 
Mstep: Class 16 contains 75844 members 
Mstep: Class 17 contains 31859 members 
Mstep: Class 18 contains 1012 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24649 members 
Mstep: Class 21 contains 3084 members 
Mstep: Class 22 contains 19528 members 
Mstep: Class 23 contains 10700 members 
Mstep: Class 24 contains 34255 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297946 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589072.000000 Penalty: 104589.859375
Iteration 448Q: 31 clusters Score -1.545891e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122745 members 
Mstep: Class 4 contains 18684 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 20426 members 
Mstep: Class 8 contains 249413 members 
Mstep: Class 9 contains 62457 members 
Mstep: Class 10 contains 27468 members 
Mstep: Class 11 contains 4168 members 
Mstep: Class 12 contains 30234 members 
Mstep: Class 13 contains 14829 members 
Mstep: Class 14 contains 2885 members 
Mstep: Class 15 contains 195529 members 
Mstep: Class 16 contains 75835 members 
Mstep: Class 17 contains 31860 members 
Mstep: Class 18 contains 1020 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24649 members 
Mstep: Class 21 contains 3084 members 
Mstep: Class 22 contains 19524 members 
Mstep: Class 23 contains 10700 members 
Mstep: Class 24 contains 34266 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297913 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589168.000000 Penalty: 104589.859375
Iteration 449Q: 31 clusters Score -1.545892e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122760 members 
Mstep: Class 4 contains 18698 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 20426 members 
Mstep: Class 8 contains 249349 members 
Mstep: Class 9 contains 62462 members 
Mstep: Class 10 contains 27468 members 
Mstep: Class 11 contains 4169 members 
Mstep: Class 12 contains 30236 members 
Mstep: Class 13 contains 14828 members 
Mstep: Class 14 contains 2885 members 
Mstep: Class 15 contains 195541 members 
Mstep: Class 16 contains 75816 members 
Mstep: Class 17 contains 31861 members 
Mstep: Class 18 contains 1026 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24644 members 
Mstep: Class 21 contains 3083 members 
Mstep: Class 22 contains 19527 members 
Mstep: Class 23 contains 10698 members 
Mstep: Class 24 contains 34274 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297927 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589216.000000 Penalty: 104589.859375
Iteration 450Q: 31 clusters Score -1.545892e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122787 members 
Mstep: Class 4 contains 18709 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 20435 members 
Mstep: Class 8 contains 249278 members 
Mstep: Class 9 contains 62465 members 
Mstep: Class 10 contains 27467 members 
Mstep: Class 11 contains 4171 members 
Mstep: Class 12 contains 30240 members 
Mstep: Class 13 contains 14833 members 
Mstep: Class 14 contains 2885 members 
Mstep: Class 15 contains 195547 members 
Mstep: Class 16 contains 75800 members 
Mstep: Class 17 contains 31862 members 
Mstep: Class 18 contains 1030 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24641 members 
Mstep: Class 21 contains 3081 members 
Mstep: Class 22 contains 19525 members 
Mstep: Class 23 contains 10698 members 
Mstep: Class 24 contains 34285 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297930 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589328.000000 Penalty: 104589.859375
Iteration 451Q: 31 clusters Score -1.545893e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122799 members 
Mstep: Class 4 contains 18722 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 20440 members 
Mstep: Class 8 contains 249174 members 
Mstep: Class 9 contains 62469 members 
Mstep: Class 10 contains 27469 members 
Mstep: Class 11 contains 4172 members 
Mstep: Class 12 contains 30243 members 
Mstep: Class 13 contains 14837 members 
Mstep: Class 14 contains 2885 members 
Mstep: Class 15 contains 195547 members 
Mstep: Class 16 contains 75789 members 
Mstep: Class 17 contains 31859 members 
Mstep: Class 18 contains 1032 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24641 members 
Mstep: Class 21 contains 3079 members 
Mstep: Class 22 contains 19518 members 
Mstep: Class 23 contains 10697 members 
Mstep: Class 24 contains 34310 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 297977 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589056.000000 Penalty: 104589.859375
Iteration 452Q: 31 clusters Score -1.545891e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122810 members 
Mstep: Class 4 contains 18735 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 20444 members 
Mstep: Class 8 contains 249067 members 
Mstep: Class 9 contains 62477 members 
Mstep: Class 10 contains 27470 members 
Mstep: Class 11 contains 4174 members 
Mstep: Class 12 contains 30249 members 
Mstep: Class 13 contains 14841 members 
Mstep: Class 14 contains 2886 members 
Mstep: Class 15 contains 195543 members 
Mstep: Class 16 contains 75783 members 
Mstep: Class 17 contains 31857 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24641 members 
Mstep: Class 21 contains 3079 members 
Mstep: Class 22 contains 19513 members 
Mstep: Class 23 contains 10696 members 
Mstep: Class 24 contains 34323 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298030 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589184.000000 Penalty: 104589.859375
Iteration 453Q: 31 clusters Score -1.545892e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122842 members 
Mstep: Class 4 contains 18750 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 20452 members 
Mstep: Class 8 contains 248965 members 
Mstep: Class 9 contains 62474 members 
Mstep: Class 10 contains 27472 members 
Mstep: Class 11 contains 4174 members 
Mstep: Class 12 contains 30256 members 
Mstep: Class 13 contains 14842 members 
Mstep: Class 14 contains 2886 members 
Mstep: Class 15 contains 195535 members 
Mstep: Class 16 contains 75775 members 
Mstep: Class 17 contains 31859 members 
Mstep: Class 18 contains 1038 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24642 members 
Mstep: Class 21 contains 3078 members 
Mstep: Class 22 contains 19511 members 
Mstep: Class 23 contains 10699 members 
Mstep: Class 24 contains 34339 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298060 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588864.000000 Penalty: 104589.859375
Iteration 454Q: 31 clusters Score -1.545889e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122881 members 
Mstep: Class 4 contains 18758 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 20462 members 
Mstep: Class 8 contains 248894 members 
Mstep: Class 9 contains 62480 members 
Mstep: Class 10 contains 27471 members 
Mstep: Class 11 contains 4174 members 
Mstep: Class 12 contains 30259 members 
Mstep: Class 13 contains 14842 members 
Mstep: Class 14 contains 2886 members 
Mstep: Class 15 contains 195523 members 
Mstep: Class 16 contains 75771 members 
Mstep: Class 17 contains 31858 members 
Mstep: Class 18 contains 1042 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24641 members 
Mstep: Class 21 contains 3078 members 
Mstep: Class 22 contains 19507 members 
Mstep: Class 23 contains 10701 members 
Mstep: Class 24 contains 34357 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298064 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588944.000000 Penalty: 104589.859375
Iteration 455Q: 31 clusters Score -1.545889e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122911 members 
Mstep: Class 4 contains 18772 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 20472 members 
Mstep: Class 8 contains 248795 members 
Mstep: Class 9 contains 62490 members 
Mstep: Class 10 contains 27472 members 
Mstep: Class 11 contains 4173 members 
Mstep: Class 12 contains 30260 members 
Mstep: Class 13 contains 14845 members 
Mstep: Class 14 contains 2886 members 
Mstep: Class 15 contains 195510 members 
Mstep: Class 16 contains 75774 members 
Mstep: Class 17 contains 31862 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24641 members 
Mstep: Class 21 contains 3078 members 
Mstep: Class 22 contains 19508 members 
Mstep: Class 23 contains 10699 members 
Mstep: Class 24 contains 34380 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298075 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588992.000000 Penalty: 104589.859375
Iteration 456Q: 31 clusters Score -1.54589e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122941 members 
Mstep: Class 4 contains 18778 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 20474 members 
Mstep: Class 8 contains 248692 members 
Mstep: Class 9 contains 62491 members 
Mstep: Class 10 contains 27475 members 
Mstep: Class 11 contains 4171 members 
Mstep: Class 12 contains 30262 members 
Mstep: Class 13 contains 14845 members 
Mstep: Class 14 contains 2886 members 
Mstep: Class 15 contains 195525 members 
Mstep: Class 16 contains 75772 members 
Mstep: Class 17 contains 31868 members 
Mstep: Class 18 contains 1051 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24642 members 
Mstep: Class 21 contains 3077 members 
Mstep: Class 22 contains 19506 members 
Mstep: Class 23 contains 10697 members 
Mstep: Class 24 contains 34394 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298103 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588928.000000 Penalty: 104589.859375
Iteration 457Q: 31 clusters Score -1.545889e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122957 members 
Mstep: Class 4 contains 18802 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 20480 members 
Mstep: Class 8 contains 248574 members 
Mstep: Class 9 contains 62495 members 
Mstep: Class 10 contains 27474 members 
Mstep: Class 11 contains 4171 members 
Mstep: Class 12 contains 30264 members 
Mstep: Class 13 contains 14846 members 
Mstep: Class 14 contains 2887 members 
Mstep: Class 15 contains 195549 members 
Mstep: Class 16 contains 75773 members 
Mstep: Class 17 contains 31871 members 
Mstep: Class 18 contains 1060 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24645 members 
Mstep: Class 21 contains 3077 members 
Mstep: Class 22 contains 19503 members 
Mstep: Class 23 contains 10697 members 
Mstep: Class 24 contains 34398 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298133 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589040.000000 Penalty: 104589.859375
Iteration 458Q: 31 clusters Score -1.54589e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122972 members 
Mstep: Class 4 contains 18815 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 20482 members 
Mstep: Class 8 contains 248459 members 
Mstep: Class 9 contains 62500 members 
Mstep: Class 10 contains 27473 members 
Mstep: Class 11 contains 4174 members 
Mstep: Class 12 contains 30265 members 
Mstep: Class 13 contains 14846 members 
Mstep: Class 14 contains 2888 members 
Mstep: Class 15 contains 195572 members 
Mstep: Class 16 contains 75770 members 
Mstep: Class 17 contains 31875 members 
Mstep: Class 18 contains 1064 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24645 members 
Mstep: Class 21 contains 3077 members 
Mstep: Class 22 contains 19500 members 
Mstep: Class 23 contains 10694 members 
Mstep: Class 24 contains 34419 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298161 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588976.000000 Penalty: 104589.859375
Iteration 459Q: 31 clusters Score -1.54589e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 122998 members 
Mstep: Class 4 contains 18826 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 20485 members 
Mstep: Class 8 contains 248350 members 
Mstep: Class 9 contains 62497 members 
Mstep: Class 10 contains 27469 members 
Mstep: Class 11 contains 4175 members 
Mstep: Class 12 contains 30265 members 
Mstep: Class 13 contains 14846 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195586 members 
Mstep: Class 16 contains 75774 members 
Mstep: Class 17 contains 31879 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24646 members 
Mstep: Class 21 contains 3077 members 
Mstep: Class 22 contains 19501 members 
Mstep: Class 23 contains 10694 members 
Mstep: Class 24 contains 34446 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298173 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588992.000000 Penalty: 104589.859375
Iteration 460F: 31 clusters Score -1.54589e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123028 members 
Mstep: Class 4 contains 18833 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 20488 members 
Mstep: Class 8 contains 248245 members 
Mstep: Class 9 contains 62500 members 
Mstep: Class 10 contains 27468 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 30268 members 
Mstep: Class 13 contains 14846 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195607 members 
Mstep: Class 16 contains 75777 members 
Mstep: Class 17 contains 31887 members 
Mstep: Class 18 contains 1065 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24645 members 
Mstep: Class 21 contains 3077 members 
Mstep: Class 22 contains 19499 members 
Mstep: Class 23 contains 10691 members 
Mstep: Class 24 contains 34472 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298173 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588944.000000 Penalty: 104589.859375
Iteration 461Q: 31 clusters Score -1.545889e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123050 members 
Mstep: Class 4 contains 18847 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 20491 members 
Mstep: Class 8 contains 248171 members 
Mstep: Class 9 contains 62499 members 
Mstep: Class 10 contains 27468 members 
Mstep: Class 11 contains 4179 members 
Mstep: Class 12 contains 30269 members 
Mstep: Class 13 contains 14846 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195605 members 
Mstep: Class 16 contains 75767 members 
Mstep: Class 17 contains 31891 members 
Mstep: Class 18 contains 1067 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24646 members 
Mstep: Class 21 contains 3077 members 
Mstep: Class 22 contains 19495 members 
Mstep: Class 23 contains 10690 members 
Mstep: Class 24 contains 34493 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298187 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588960.000000 Penalty: 104589.859375
Iteration 462Q: 31 clusters Score -1.54589e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123065 members 
Mstep: Class 4 contains 18864 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 20498 members 
Mstep: Class 8 contains 248097 members 
Mstep: Class 9 contains 62504 members 
Mstep: Class 10 contains 27469 members 
Mstep: Class 11 contains 4178 members 
Mstep: Class 12 contains 30268 members 
Mstep: Class 13 contains 14848 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195600 members 
Mstep: Class 16 contains 75762 members 
Mstep: Class 17 contains 31891 members 
Mstep: Class 18 contains 1070 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24647 members 
Mstep: Class 21 contains 3077 members 
Mstep: Class 22 contains 19492 members 
Mstep: Class 23 contains 10690 members 
Mstep: Class 24 contains 34518 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298196 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588816.000000 Penalty: 104589.859375
Iteration 463Q: 31 clusters Score -1.545888e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123094 members 
Mstep: Class 4 contains 18876 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 20502 members 
Mstep: Class 8 contains 247983 members 
Mstep: Class 9 contains 62508 members 
Mstep: Class 10 contains 27470 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 30268 members 
Mstep: Class 13 contains 14850 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195614 members 
Mstep: Class 16 contains 75760 members 
Mstep: Class 17 contains 31891 members 
Mstep: Class 18 contains 1070 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24645 members 
Mstep: Class 21 contains 3078 members 
Mstep: Class 22 contains 19488 members 
Mstep: Class 23 contains 10690 members 
Mstep: Class 24 contains 34544 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298222 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588928.000000 Penalty: 104589.859375
Iteration 464Q: 31 clusters Score -1.545889e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123118 members 
Mstep: Class 4 contains 18879 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 20505 members 
Mstep: Class 8 contains 247875 members 
Mstep: Class 9 contains 62517 members 
Mstep: Class 10 contains 27472 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 30271 members 
Mstep: Class 13 contains 14849 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195636 members 
Mstep: Class 16 contains 75766 members 
Mstep: Class 17 contains 31891 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24643 members 
Mstep: Class 21 contains 3079 members 
Mstep: Class 22 contains 19484 members 
Mstep: Class 23 contains 10688 members 
Mstep: Class 24 contains 34556 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298253 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588960.000000 Penalty: 104589.859375
Iteration 465Q: 31 clusters Score -1.54589e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123139 members 
Mstep: Class 4 contains 18886 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 20512 members 
Mstep: Class 8 contains 247748 members 
Mstep: Class 9 contains 62518 members 
Mstep: Class 10 contains 27473 members 
Mstep: Class 11 contains 4175 members 
Mstep: Class 12 contains 30273 members 
Mstep: Class 13 contains 14848 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195660 members 
Mstep: Class 16 contains 75768 members 
Mstep: Class 17 contains 31892 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24643 members 
Mstep: Class 21 contains 3079 members 
Mstep: Class 22 contains 19478 members 
Mstep: Class 23 contains 10690 members 
Mstep: Class 24 contains 34580 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298292 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588896.000000 Penalty: 104589.859375
Iteration 466Q: 31 clusters Score -1.545889e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123162 members 
Mstep: Class 4 contains 18890 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 20523 members 
Mstep: Class 8 contains 247619 members 
Mstep: Class 9 contains 62523 members 
Mstep: Class 10 contains 27472 members 
Mstep: Class 11 contains 4176 members 
Mstep: Class 12 contains 30276 members 
Mstep: Class 13 contains 14847 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195675 members 
Mstep: Class 16 contains 75774 members 
Mstep: Class 17 contains 31894 members 
Mstep: Class 18 contains 1070 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24640 members 
Mstep: Class 21 contains 3080 members 
Mstep: Class 22 contains 19475 members 
Mstep: Class 23 contains 10689 members 
Mstep: Class 24 contains 34599 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298339 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589264.000000 Penalty: 104589.859375
Iteration 467Q: 31 clusters Score -1.545893e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123176 members 
Mstep: Class 4 contains 18891 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 20521 members 
Mstep: Class 8 contains 247503 members 
Mstep: Class 9 contains 62516 members 
Mstep: Class 10 contains 27474 members 
Mstep: Class 11 contains 4174 members 
Mstep: Class 12 contains 30278 members 
Mstep: Class 13 contains 14846 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195682 members 
Mstep: Class 16 contains 75771 members 
Mstep: Class 17 contains 31900 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24641 members 
Mstep: Class 21 contains 3080 members 
Mstep: Class 22 contains 19473 members 
Mstep: Class 23 contains 10689 members 
Mstep: Class 24 contains 34614 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298414 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588864.000000 Penalty: 104589.859375
Iteration 468Q: 31 clusters Score -1.545889e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123188 members 
Mstep: Class 4 contains 18897 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 20514 members 
Mstep: Class 8 contains 247369 members 
Mstep: Class 9 contains 62527 members 
Mstep: Class 10 contains 27476 members 
Mstep: Class 11 contains 4173 members 
Mstep: Class 12 contains 30281 members 
Mstep: Class 13 contains 14846 members 
Mstep: Class 14 contains 2891 members 
Mstep: Class 15 contains 195681 members 
Mstep: Class 16 contains 75768 members 
Mstep: Class 17 contains 31904 members 
Mstep: Class 18 contains 1075 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24642 members 
Mstep: Class 21 contains 3081 members 
Mstep: Class 22 contains 19470 members 
Mstep: Class 23 contains 10689 members 
Mstep: Class 24 contains 34620 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298509 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588816.000000 Penalty: 104589.859375
Iteration 469Q: 31 clusters Score -1.545888e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123210 members 
Mstep: Class 4 contains 18903 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 20512 members 
Mstep: Class 8 contains 247270 members 
Mstep: Class 9 contains 62527 members 
Mstep: Class 10 contains 27477 members 
Mstep: Class 11 contains 4172 members 
Mstep: Class 12 contains 30284 members 
Mstep: Class 13 contains 14852 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195695 members 
Mstep: Class 16 contains 75755 members 
Mstep: Class 17 contains 31909 members 
Mstep: Class 18 contains 1080 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24643 members 
Mstep: Class 21 contains 3082 members 
Mstep: Class 22 contains 19468 members 
Mstep: Class 23 contains 10687 members 
Mstep: Class 24 contains 34625 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298552 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588832.000000 Penalty: 104589.859375
Iteration 470Q: 31 clusters Score -1.545888e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123231 members 
Mstep: Class 4 contains 18911 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 20507 members 
Mstep: Class 8 contains 247155 members 
Mstep: Class 9 contains 62530 members 
Mstep: Class 10 contains 27477 members 
Mstep: Class 11 contains 4171 members 
Mstep: Class 12 contains 30291 members 
Mstep: Class 13 contains 14856 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195713 members 
Mstep: Class 16 contains 75745 members 
Mstep: Class 17 contains 31923 members 
Mstep: Class 18 contains 1085 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24642 members 
Mstep: Class 21 contains 3083 members 
Mstep: Class 22 contains 19463 members 
Mstep: Class 23 contains 10684 members 
Mstep: Class 24 contains 34631 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298599 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588800.000000 Penalty: 104589.859375
Iteration 471Q: 31 clusters Score -1.545888e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123246 members 
Mstep: Class 4 contains 18916 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 20513 members 
Mstep: Class 8 contains 247067 members 
Mstep: Class 9 contains 62531 members 
Mstep: Class 10 contains 27476 members 
Mstep: Class 11 contains 4172 members 
Mstep: Class 12 contains 30301 members 
Mstep: Class 13 contains 14856 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195726 members 
Mstep: Class 16 contains 75733 members 
Mstep: Class 17 contains 31933 members 
Mstep: Class 18 contains 1087 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24642 members 
Mstep: Class 21 contains 3084 members 
Mstep: Class 22 contains 19459 members 
Mstep: Class 23 contains 10683 members 
Mstep: Class 24 contains 34637 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298626 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588560.000000 Penalty: 104589.859375
Iteration 472Q: 31 clusters Score -1.545886e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123265 members 
Mstep: Class 4 contains 18925 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 20509 members 
Mstep: Class 8 contains 246990 members 
Mstep: Class 9 contains 62535 members 
Mstep: Class 10 contains 27478 members 
Mstep: Class 11 contains 4173 members 
Mstep: Class 12 contains 30304 members 
Mstep: Class 13 contains 14858 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195731 members 
Mstep: Class 16 contains 75717 members 
Mstep: Class 17 contains 31935 members 
Mstep: Class 18 contains 1088 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24641 members 
Mstep: Class 21 contains 3084 members 
Mstep: Class 22 contains 19452 members 
Mstep: Class 23 contains 10686 members 
Mstep: Class 24 contains 34650 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298656 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588688.000000 Penalty: 104589.859375
Iteration 473Q: 31 clusters Score -1.545887e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123287 members 
Mstep: Class 4 contains 18933 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 20508 members 
Mstep: Class 8 contains 246896 members 
Mstep: Class 9 contains 62536 members 
Mstep: Class 10 contains 27482 members 
Mstep: Class 11 contains 4173 members 
Mstep: Class 12 contains 30302 members 
Mstep: Class 13 contains 14858 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195749 members 
Mstep: Class 16 contains 75716 members 
Mstep: Class 17 contains 31941 members 
Mstep: Class 18 contains 1090 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24640 members 
Mstep: Class 21 contains 3084 members 
Mstep: Class 22 contains 19449 members 
Mstep: Class 23 contains 10685 members 
Mstep: Class 24 contains 34656 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298689 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6268 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 474Q: 31 clusters Score -1.545888e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123301 members 
Mstep: Class 4 contains 18939 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 20507 members 
Mstep: Class 8 contains 246830 members 
Mstep: Class 9 contains 62539 members 
Mstep: Class 10 contains 27482 members 
Mstep: Class 11 contains 4173 members 
Mstep: Class 12 contains 30305 members 
Mstep: Class 13 contains 14859 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195760 members 
Mstep: Class 16 contains 75714 members 
Mstep: Class 17 contains 31946 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24639 members 
Mstep: Class 21 contains 3084 members 
Mstep: Class 22 contains 19443 members 
Mstep: Class 23 contains 10686 members 
Mstep: Class 24 contains 34662 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298712 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6269 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 475Q: 31 clusters Score -1.545887e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123316 members 
Mstep: Class 4 contains 18944 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 20511 members 
Mstep: Class 8 contains 246747 members 
Mstep: Class 9 contains 62550 members 
Mstep: Class 10 contains 27484 members 
Mstep: Class 11 contains 4172 members 
Mstep: Class 12 contains 30309 members 
Mstep: Class 13 contains 14856 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195769 members 
Mstep: Class 16 contains 75711 members 
Mstep: Class 17 contains 31947 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24638 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 19438 members 
Mstep: Class 23 contains 10686 members 
Mstep: Class 24 contains 34662 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298754 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588848.000000 Penalty: 104589.859375
Iteration 476Q: 31 clusters Score -1.545888e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123335 members 
Mstep: Class 4 contains 18952 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 20518 members 
Mstep: Class 8 contains 246664 members 
Mstep: Class 9 contains 62561 members 
Mstep: Class 10 contains 27483 members 
Mstep: Class 11 contains 4172 members 
Mstep: Class 12 contains 30314 members 
Mstep: Class 13 contains 14855 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195802 members 
Mstep: Class 16 contains 75706 members 
Mstep: Class 17 contains 31942 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24636 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 19435 members 
Mstep: Class 23 contains 10687 members 
Mstep: Class 24 contains 34671 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298760 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588800.000000 Penalty: 104589.859375
Iteration 477Q: 31 clusters Score -1.545888e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123356 members 
Mstep: Class 4 contains 18954 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 20521 members 
Mstep: Class 8 contains 246601 members 
Mstep: Class 9 contains 62570 members 
Mstep: Class 10 contains 27484 members 
Mstep: Class 11 contains 4172 members 
Mstep: Class 12 contains 30316 members 
Mstep: Class 13 contains 14857 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195819 members 
Mstep: Class 16 contains 75704 members 
Mstep: Class 17 contains 31939 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24632 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 19428 members 
Mstep: Class 23 contains 10689 members 
Mstep: Class 24 contains 34686 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298760 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588752.000000 Penalty: 104589.859375
Iteration 478Q: 31 clusters Score -1.545888e+08 nChanged 362
Entering ConstructFrom: 
Score: -154588752.000000 Penalty: 104589.859375
Entering ConstructFrom: 
Trying to split cluster 1 (10305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Entering Unmasked Estep 
Score: -1227702.250000 Penalty: 2291.615234
	Iteration 0F: 2 clusters Score -1227702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1219817.750000 Penalty: 4583.230469
	Iteration 0F: 3 clusters Score -1219818 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1222216.000000 Penalty: 4583.230469
	Iteration 1F: 3 clusters Score -1222216 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1222501.000000 Penalty: 4583.230469
	Iteration 2F: 3 clusters Score -1222501 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1222692.625000 Penalty: 4583.230469
	Iteration 3Q: 3 clusters Score -1222693 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1222859.375000 Penalty: 4583.230469
	Iteration 4Q: 3 clusters Score -1222859 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1223038.500000 Penalty: 4583.230469
	Iteration 5Q: 3 clusters Score -1223038 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1223219.500000 Penalty: 4583.230469
	Iteration 6Q: 3 clusters Score -1223220 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1223423.750000 Penalty: 4583.230469
	Iteration 7Q: 3 clusters Score -1223424 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1223706.125000 Penalty: 4583.230469
	Iteration 8Q: 3 clusters Score -1223706 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1224028.000000 Penalty: 4583.230469
	Iteration 9Q: 3 clusters Score -1224028 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1224405.125000 Penalty: 4583.230469
	Iteration 10Q: 3 clusters Score -1224405 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1224761.000000 Penalty: 4583.230469
	Iteration 11Q: 3 clusters Score -1224761 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1225060.500000 Penalty: 4583.230469
	Iteration 12Q: 3 clusters Score -1225060 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1225265.250000 Penalty: 4583.230469
	Iteration 13Q: 3 clusters Score -1225265 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1225405.625000 Penalty: 4583.230469
	Iteration 14Q: 3 clusters Score -1225406 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1225519.125000 Penalty: 4583.230469
	Iteration 15Q: 3 clusters Score -1225519 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1225574.125000 Penalty: 4583.230469
	Iteration 16Q: 3 clusters Score -1225574 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1225615.375000 Penalty: 4583.230469
	Iteration 17Q: 3 clusters Score -1225615 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1225642.750000 Penalty: 4583.230469
	Iteration 18Q: 3 clusters Score -1225643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1225664.750000 Penalty: 4583.230469
	Iteration 19Q: 3 clusters Score -1225665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1225689.500000 Penalty: 4583.230469
	Iteration 20F: 3 clusters Score -1225690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1225703.875000 Penalty: 4583.230469
	Iteration 21Q: 3 clusters Score -1225704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1225711.625000 Penalty: 4583.230469
	Iteration 22Q: 3 clusters Score -1225712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1225719.000000 Penalty: 4583.230469
	Iteration 23Q: 3 clusters Score -1225719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1225737.375000 Penalty: 4583.230469
	Iteration 24Q: 3 clusters Score -1225737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1225745.125000 Penalty: 4583.230469
	Iteration 25Q: 3 clusters Score -1225745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1225751.000000 Penalty: 4583.230469
	Iteration 26Q: 3 clusters Score -1225751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1225752.500000 Penalty: 4583.230469
	Iteration 27Q: 3 clusters Score -1225752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1225755.250000 Penalty: 4583.230469
	Iteration 28Q: 3 clusters Score -1225755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1225755.250000 Penalty: 4583.230469
	Iteration 29F: 3 clusters Score -1225755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -19375.312500 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -19375.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18305.353516 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -18305.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18339.937500 Penalty: 2572.943359
	Iteration 1Q: 3 clusters Score -18339.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18349.025391 Penalty: 2572.943359
	Iteration 2Q: 3 clusters Score -18349.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18349.025391 Penalty: 2572.943359
	Iteration 3F: 3 clusters Score -18349.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (123384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123384 members 
Entering Unmasked Estep 
Score: -15478416.000000 Penalty: 2907.318115
	Iteration 0F: 2 clusters Score -1.547842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 61891 members 
Entering Unmasked Estep 
Score: -15396032.000000 Penalty: 5814.636230
	Iteration 0F: 3 clusters Score -1.539603e+07 nChanged 58561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58866 members 
Mstep: Class 2 contains 64518 members 
Entering Unmasked Estep 
Score: -15429461.000000 Penalty: 5814.636230
	Iteration 1F: 3 clusters Score -1.542946e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57060 members 
Mstep: Class 2 contains 66324 members 
Entering Unmasked Estep 
Score: -15430205.000000 Penalty: 5814.636230
	Iteration 2Q: 3 clusters Score -1.54302e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 69091 members 
Entering Unmasked Estep 
Score: -15431343.000000 Penalty: 5814.636230
	Iteration 3Q: 3 clusters Score -1.543134e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 73420 members 
Entering Unmasked Estep 
Score: -15433342.000000 Penalty: 5814.636230
	Iteration 4Q: 3 clusters Score -1.543334e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 79679 members 
Entering Unmasked Estep 
Score: -15436684.000000 Penalty: 5814.636230
	Iteration 5F: 3 clusters Score -1.543668e+07 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 88346 members 
Entering Unmasked Estep 
Score: -15442764.000000 Penalty: 5814.636230
	Iteration 6F: 3 clusters Score -1.544276e+07 nChanged 10983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 99313 members 
Entering Unmasked Estep 
Score: -15452194.000000 Penalty: 5814.636230
	Iteration 7F: 3 clusters Score -1.545219e+07 nChanged 11131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 110440 members 
Entering Unmasked Estep 
Score: -15463107.000000 Penalty: 5814.636230
	Iteration 8F: 3 clusters Score -1.546311e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 118296 members 
Entering Unmasked Estep 
Score: -15471071.000000 Penalty: 5814.636230
	Iteration 9F: 3 clusters Score -1.547107e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 121781 members 
Entering Unmasked Estep 
Score: -15474419.000000 Penalty: 5814.636230
	Iteration 10Q: 3 clusters Score -1.547442e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 122780 members 
Entering Unmasked Estep 
Score: -15475349.000000 Penalty: 5814.636230
	Iteration 11Q: 3 clusters Score -1.547535e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 123007 members 
Entering Unmasked Estep 
Score: -15475594.000000 Penalty: 5814.636230
	Iteration 12Q: 3 clusters Score -1.547559e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 123075 members 
Entering Unmasked Estep 
Score: -15475725.000000 Penalty: 5814.636230
	Iteration 13Q: 3 clusters Score -1.547572e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 123107 members 
Entering Unmasked Estep 
Score: -15475785.000000 Penalty: 5814.636230
	Iteration 14Q: 3 clusters Score -1.547578e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 123125 members 
Entering Unmasked Estep 
Score: -15475811.000000 Penalty: 5814.636230
	Iteration 15Q: 3 clusters Score -1.547581e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 123131 members 
Entering Unmasked Estep 
Score: -15475827.000000 Penalty: 5814.636230
	Iteration 16Q: 3 clusters Score -1.547583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 123134 members 
Entering Unmasked Estep 
Score: -15475845.000000 Penalty: 5814.636230
	Iteration 17Q: 3 clusters Score -1.547584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 123140 members 
Entering Unmasked Estep 
Score: -15475855.000000 Penalty: 5814.636230
	Iteration 18Q: 3 clusters Score -1.547586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 123147 members 
Entering Unmasked Estep 
Score: -15475858.000000 Penalty: 5814.636230
	Iteration 19Q: 3 clusters Score -1.547586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 123152 members 
Entering Unmasked Estep 
Score: -15475873.000000 Penalty: 5814.636230
	Iteration 20F: 3 clusters Score -1.547587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 123154 members 
Entering Unmasked Estep 
Score: -15475889.000000 Penalty: 5814.636230
	Iteration 21Q: 3 clusters Score -1.547589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 123154 members 
Entering Unmasked Estep 
Score: -15475889.000000 Penalty: 5814.636230
	Iteration 22Q: 3 clusters Score -1.547589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 123155 members 
Entering Unmasked Estep 
Score: -15475898.000000 Penalty: 5814.636230
	Iteration 23Q: 3 clusters Score -1.54759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 123155 members 
Entering Unmasked Estep 
Score: -15475898.000000 Penalty: 5814.636230
	Iteration 24F: 3 clusters Score -1.54759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Entering Unmasked Estep 
Score: -2376783.250000 Penalty: 2442.782471
	Iteration 0F: 2 clusters Score -2376783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2363363.250000 Penalty: 4885.564941
	Iteration 0F: 3 clusters Score -2363363 nChanged 8287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2367921.750000 Penalty: 4885.564941
	Iteration 1F: 3 clusters Score -2367922 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2368390.750000 Penalty: 4885.564941
	Iteration 2F: 3 clusters Score -2368391 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2368847.250000 Penalty: 4885.564941
	Iteration 3Q: 3 clusters Score -2368847 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2369369.750000 Penalty: 4885.564941
	Iteration 4F: 3 clusters Score -2369370 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2369950.000000 Penalty: 4885.564941
	Iteration 5F: 3 clusters Score -2369950 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2370575.750000 Penalty: 4885.564941
	Iteration 6F: 3 clusters Score -2370576 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2371184.000000 Penalty: 4885.564941
	Iteration 7F: 3 clusters Score -2371184 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2371822.750000 Penalty: 4885.564941
	Iteration 8F: 3 clusters Score -2371823 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2372428.000000 Penalty: 4885.564941
	Iteration 9Q: 3 clusters Score -2372428 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2372966.250000 Penalty: 4885.564941
	Iteration 10Q: 3 clusters Score -2372966 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2373334.750000 Penalty: 4885.564941
	Iteration 11Q: 3 clusters Score -2373335 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2373583.750000 Penalty: 4885.564941
	Iteration 12Q: 3 clusters Score -2373584 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2373727.750000 Penalty: 4885.564941
	Iteration 13Q: 3 clusters Score -2373728 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2373860.750000 Penalty: 4885.564941
	Iteration 14Q: 3 clusters Score -2373861 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2373947.750000 Penalty: 4885.564941
	Iteration 15Q: 3 clusters Score -2373948 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2374010.000000 Penalty: 4885.564941
	Iteration 16Q: 3 clusters Score -2374010 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2374057.500000 Penalty: 4885.564941
	Iteration 17Q: 3 clusters Score -2374058 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2374107.500000 Penalty: 4885.564941
	Iteration 18Q: 3 clusters Score -2374108 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2374170.500000 Penalty: 4885.564941
	Iteration 19Q: 3 clusters Score -2374170 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2374218.000000 Penalty: 4885.564941
	Iteration 20F: 3 clusters Score -2374218 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2374292.000000 Penalty: 4885.564941
	Iteration 21Q: 3 clusters Score -2374292 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2374352.750000 Penalty: 4885.564941
	Iteration 22Q: 3 clusters Score -2374353 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2374415.750000 Penalty: 4885.564941
	Iteration 23Q: 3 clusters Score -2374416 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2374468.000000 Penalty: 4885.564941
	Iteration 24Q: 3 clusters Score -2374468 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2374515.000000 Penalty: 4885.564941
	Iteration 25Q: 3 clusters Score -2374515 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2374567.000000 Penalty: 4885.564941
	Iteration 26Q: 3 clusters Score -2374567 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2374599.500000 Penalty: 4885.564941
	Iteration 27Q: 3 clusters Score -2374600 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2374620.500000 Penalty: 4885.564941
	Iteration 28Q: 3 clusters Score -2374620 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2374656.000000 Penalty: 4885.564941
	Iteration 29Q: 3 clusters Score -2374656 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2374668.250000 Penalty: 4885.564941
	Iteration 30Q: 3 clusters Score -2374668 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2374685.000000 Penalty: 4885.564941
	Iteration 31Q: 3 clusters Score -2374685 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2374709.250000 Penalty: 4885.564941
	Iteration 32Q: 3 clusters Score -2374709 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2374737.000000 Penalty: 4885.564941
	Iteration 33Q: 3 clusters Score -2374737 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2374761.750000 Penalty: 4885.564941
	Iteration 34Q: 3 clusters Score -2374762 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2374774.250000 Penalty: 4885.564941
	Iteration 35Q: 3 clusters Score -2374774 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2374803.250000 Penalty: 4885.564941
	Iteration 36Q: 3 clusters Score -2374803 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2374814.000000 Penalty: 4885.564941
	Iteration 37Q: 3 clusters Score -2374814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2374832.250000 Penalty: 4885.564941
	Iteration 38Q: 3 clusters Score -2374832 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2374853.250000 Penalty: 4885.564941
	Iteration 39Q: 3 clusters Score -2374853 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2374868.500000 Penalty: 4885.564941
	Iteration 40F: 3 clusters Score -2374868 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2374877.250000 Penalty: 4885.564941
	Iteration 41Q: 3 clusters Score -2374877 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2374898.750000 Penalty: 4885.564941
	Iteration 42Q: 3 clusters Score -2374899 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2374910.250000 Penalty: 4885.564941
	Iteration 43Q: 3 clusters Score -2374910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2374920.000000 Penalty: 4885.564941
	Iteration 44Q: 3 clusters Score -2374920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2374927.750000 Penalty: 4885.564941
	Iteration 45Q: 3 clusters Score -2374928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2374936.500000 Penalty: 4885.564941
	Iteration 46Q: 3 clusters Score -2374936 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2374952.000000 Penalty: 4885.564941
	Iteration 47Q: 3 clusters Score -2374952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2374961.000000 Penalty: 4885.564941
	Iteration 48Q: 3 clusters Score -2374961 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2374979.250000 Penalty: 4885.564941
	Iteration 49Q: 3 clusters Score -2374979 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2374989.250000 Penalty: 4885.564941
	Iteration 50Q: 3 clusters Score -2374989 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2375010.000000 Penalty: 4885.564941
	Iteration 51Q: 3 clusters Score -2375010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2375015.000000 Penalty: 4885.564941
	Iteration 52Q: 3 clusters Score -2375015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2375023.750000 Penalty: 4885.564941
	Iteration 53Q: 3 clusters Score -2375024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2375026.500000 Penalty: 4885.564941
	Iteration 54Q: 3 clusters Score -2375026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2375027.000000 Penalty: 4885.564941
	Iteration 55Q: 3 clusters Score -2375027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2375033.000000 Penalty: 4885.564941
	Iteration 56Q: 3 clusters Score -2375033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2375034.750000 Penalty: 4885.564941
	Iteration 57Q: 3 clusters Score -2375035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2375038.750000 Penalty: 4885.564941
	Iteration 58Q: 3 clusters Score -2375039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2375041.750000 Penalty: 4885.564941
	Iteration 59Q: 3 clusters Score -2375042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2375045.750000 Penalty: 4885.564941
	Iteration 60F: 3 clusters Score -2375046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2375049.000000 Penalty: 4885.564941
	Iteration 61Q: 3 clusters Score -2375049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2375049.000000 Penalty: 4885.564941
	Iteration 62Q: 3 clusters Score -2375049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2375050.500000 Penalty: 4885.564941
	Iteration 63Q: 3 clusters Score -2375050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2375049.750000 Penalty: 4885.564941
	Iteration 64Q: 3 clusters Score -2375050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2375049.750000 Penalty: 4885.564941
	Iteration 65Q: 3 clusters Score -2375050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2375049.750000 Penalty: 4885.564941
	Iteration 66F: 3 clusters Score -2375050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -51133.550781 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -51133.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49719.601562 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -49719.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50015.457031 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -50015.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50212.773438 Penalty: 3095.176758
	Iteration 2F: 3 clusters Score -50212.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50376.171875 Penalty: 3095.176758
	Iteration 3F: 3 clusters Score -50376.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50468.878906 Penalty: 3095.176758
	Iteration 4F: 3 clusters Score -50468.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50539.253906 Penalty: 3095.176758
	Iteration 5Q: 3 clusters Score -50539.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -50620.433594 Penalty: 3095.176758
	Iteration 6Q: 3 clusters Score -50620.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -50747.414062 Penalty: 3095.176758
	Iteration 7Q: 3 clusters Score -50747.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50865.285156 Penalty: 3095.176758
	Iteration 8Q: 3 clusters Score -50865.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50996.558594 Penalty: 3095.176758
	Iteration 9Q: 3 clusters Score -50996.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51166.902344 Penalty: 3095.176758
	Iteration 10Q: 3 clusters Score -51166.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51281.691406 Penalty: 3095.176758
	Iteration 11Q: 3 clusters Score -51281.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51297.609375 Penalty: 3095.176758
	Iteration 12Q: 3 clusters Score -51297.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51307.972656 Penalty: 3095.176758
	Iteration 13Q: 3 clusters Score -51307.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51317.492188 Penalty: 3095.176758
	Iteration 14F: 3 clusters Score -51317.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51448.441406 Penalty: 3095.176758
	Iteration 15Q: 3 clusters Score -51448.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51604.171875 Penalty: 3095.176758
	Iteration 16Q: 3 clusters Score -51604.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51727.183594 Penalty: 3095.176758
	Iteration 17Q: 3 clusters Score -51727.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51823.886719 Penalty: 3095.176758
	Iteration 18Q: 3 clusters Score -51823.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51834.312500 Penalty: 3095.176758
	Iteration 19Q: 3 clusters Score -51834.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51834.312500 Penalty: 3095.176758
	Iteration 20F: 3 clusters Score -51834.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123384 members 
Mstep: Class 4 contains 18957 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 20525 members 
Mstep: Class 8 contains 246524 members 
Mstep: Class 9 contains 62578 members 
Mstep: Class 10 contains 27485 members 
Mstep: Class 11 contains 4173 members 
Mstep: Class 12 contains 30323 members 
Mstep: Class 13 contains 14858 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195823 members 
Mstep: Class 16 contains 75704 members 
Mstep: Class 17 contains 31941 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24632 members 
Mstep: Class 21 contains 3086 members 
Mstep: Class 22 contains 19416 members 
Mstep: Class 23 contains 10691 members 
Mstep: Class 24 contains 34694 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298775 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6270 members 
Mstep: Class 31 contains 229 members 
Entering Unmasked Estep 
Score: -154587120.000000 Penalty: 108076.187500
Splitting cluster 5 changes total score from -154588752.000000 to -154587120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Entering Unmasked Estep 
Score: -481457.156250 Penalty: 2054.243896
	Iteration 0F: 2 clusters Score -481457.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -477608.375000 Penalty: 4108.487793
	Iteration 0F: 3 clusters Score -477608.4 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -478417.468750 Penalty: 4108.487793
	Iteration 1F: 3 clusters Score -478417.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -478609.812500 Penalty: 4108.487793
	Iteration 2F: 3 clusters Score -478609.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -478734.312500 Penalty: 4108.487793
	Iteration 3Q: 3 clusters Score -478734.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -478831.593750 Penalty: 4108.487793
	Iteration 4Q: 3 clusters Score -478831.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -478892.156250 Penalty: 4108.487793
	Iteration 5Q: 3 clusters Score -478892.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -478932.093750 Penalty: 4108.487793
	Iteration 6Q: 3 clusters Score -478932.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -478971.906250 Penalty: 4108.487793
	Iteration 7Q: 3 clusters Score -478971.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -478998.312500 Penalty: 4108.487793
	Iteration 8Q: 3 clusters Score -478998.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -479017.593750 Penalty: 4108.487793
	Iteration 9Q: 3 clusters Score -479017.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -479036.281250 Penalty: 4108.487793
	Iteration 10Q: 3 clusters Score -479036.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -479050.468750 Penalty: 4108.487793
	Iteration 11Q: 3 clusters Score -479050.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -479066.218750 Penalty: 4108.487793
	Iteration 12Q: 3 clusters Score -479066.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -479082.593750 Penalty: 4108.487793
	Iteration 13Q: 3 clusters Score -479082.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -479097.906250 Penalty: 4108.487793
	Iteration 14Q: 3 clusters Score -479097.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -479112.875000 Penalty: 4108.487793
	Iteration 15Q: 3 clusters Score -479112.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -479128.875000 Penalty: 4108.487793
	Iteration 16Q: 3 clusters Score -479128.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -479142.406250 Penalty: 4108.487793
	Iteration 17Q: 3 clusters Score -479142.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -479153.593750 Penalty: 4108.487793
	Iteration 18Q: 3 clusters Score -479153.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -479165.031250 Penalty: 4108.487793
	Iteration 19Q: 3 clusters Score -479165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -479176.062500 Penalty: 4108.487793
	Iteration 20F: 3 clusters Score -479176.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -479187.750000 Penalty: 4108.487793
	Iteration 21Q: 3 clusters Score -479187.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -479201.687500 Penalty: 4108.487793
	Iteration 22Q: 3 clusters Score -479201.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -479216.625000 Penalty: 4108.487793
	Iteration 23Q: 3 clusters Score -479216.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -479230.093750 Penalty: 4108.487793
	Iteration 24Q: 3 clusters Score -479230.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -479239.187500 Penalty: 4108.487793
	Iteration 25Q: 3 clusters Score -479239.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -479249.093750 Penalty: 4108.487793
	Iteration 26Q: 3 clusters Score -479249.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -479255.562500 Penalty: 4108.487793
	Iteration 27Q: 3 clusters Score -479255.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -479266.093750 Penalty: 4108.487793
	Iteration 28Q: 3 clusters Score -479266.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -479274.687500 Penalty: 4108.487793
	Iteration 29Q: 3 clusters Score -479274.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -479282.562500 Penalty: 4108.487793
	Iteration 30Q: 3 clusters Score -479282.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -479289.468750 Penalty: 4108.487793
	Iteration 31Q: 3 clusters Score -479289.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -479299.000000 Penalty: 4108.487793
	Iteration 32Q: 3 clusters Score -479299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -479305.843750 Penalty: 4108.487793
	Iteration 33Q: 3 clusters Score -479305.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -479317.437500 Penalty: 4108.487793
	Iteration 34Q: 3 clusters Score -479317.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -479324.093750 Penalty: 4108.487793
	Iteration 35Q: 3 clusters Score -479324.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -479328.593750 Penalty: 4108.487793
	Iteration 36Q: 3 clusters Score -479328.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -479334.468750 Penalty: 4108.487793
	Iteration 37Q: 3 clusters Score -479334.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -479342.875000 Penalty: 4108.487793
	Iteration 38Q: 3 clusters Score -479342.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -479351.593750 Penalty: 4108.487793
	Iteration 39Q: 3 clusters Score -479351.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -479364.500000 Penalty: 4108.487793
	Iteration 40F: 3 clusters Score -479364.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -479372.125000 Penalty: 4108.487793
	Iteration 41Q: 3 clusters Score -479372.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -479379.250000 Penalty: 4108.487793
	Iteration 42Q: 3 clusters Score -479379.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -479387.406250 Penalty: 4108.487793
	Iteration 43Q: 3 clusters Score -479387.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -479391.437500 Penalty: 4108.487793
	Iteration 44Q: 3 clusters Score -479391.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -479396.000000 Penalty: 4108.487793
	Iteration 45Q: 3 clusters Score -479396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -479398.968750 Penalty: 4108.487793
	Iteration 46Q: 3 clusters Score -479399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -479402.031250 Penalty: 4108.487793
	Iteration 47Q: 3 clusters Score -479402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -479404.125000 Penalty: 4108.487793
	Iteration 48Q: 3 clusters Score -479404.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -479407.875000 Penalty: 4108.487793
	Iteration 49Q: 3 clusters Score -479407.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -479412.937500 Penalty: 4108.487793
	Iteration 50Q: 3 clusters Score -479412.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -479419.875000 Penalty: 4108.487793
	Iteration 51Q: 3 clusters Score -479419.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -479426.968750 Penalty: 4108.487793
	Iteration 52Q: 3 clusters Score -479427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -479434.062500 Penalty: 4108.487793
	Iteration 53Q: 3 clusters Score -479434.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -479435.625000 Penalty: 4108.487793
	Iteration 54Q: 3 clusters Score -479435.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -479436.750000 Penalty: 4108.487793
	Iteration 55Q: 3 clusters Score -479436.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -479440.437500 Penalty: 4108.487793
	Iteration 56Q: 3 clusters Score -479440.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -479445.750000 Penalty: 4108.487793
	Iteration 57Q: 3 clusters Score -479445.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -479454.375000 Penalty: 4108.487793
	Iteration 58Q: 3 clusters Score -479454.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -479461.750000 Penalty: 4108.487793
	Iteration 59Q: 3 clusters Score -479461.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -479467.906250 Penalty: 4108.487793
	Iteration 60F: 3 clusters Score -479467.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -479477.937500 Penalty: 4108.487793
	Iteration 61Q: 3 clusters Score -479477.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -479486.687500 Penalty: 4108.487793
	Iteration 62Q: 3 clusters Score -479486.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -479494.875000 Penalty: 4108.487793
	Iteration 63Q: 3 clusters Score -479494.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -479502.625000 Penalty: 4108.487793
	Iteration 64Q: 3 clusters Score -479502.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -479508.687500 Penalty: 4108.487793
	Iteration 65Q: 3 clusters Score -479508.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -479515.562500 Penalty: 4108.487793
	Iteration 66Q: 3 clusters Score -479515.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -479522.968750 Penalty: 4108.487793
	Iteration 67Q: 3 clusters Score -479523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -479528.500000 Penalty: 4108.487793
	Iteration 68Q: 3 clusters Score -479528.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -479534.156250 Penalty: 4108.487793
	Iteration 69Q: 3 clusters Score -479534.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -479543.500000 Penalty: 4108.487793
	Iteration 70Q: 3 clusters Score -479543.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -479554.125000 Penalty: 4108.487793
	Iteration 71Q: 3 clusters Score -479554.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -479568.500000 Penalty: 4108.487793
	Iteration 72Q: 3 clusters Score -479568.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -479576.468750 Penalty: 4108.487793
	Iteration 73Q: 3 clusters Score -479576.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -479584.718750 Penalty: 4108.487793
	Iteration 74Q: 3 clusters Score -479584.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -479592.156250 Penalty: 4108.487793
	Iteration 75Q: 3 clusters Score -479592.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -479600.593750 Penalty: 4108.487793
	Iteration 76Q: 3 clusters Score -479600.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -479612.656250 Penalty: 4108.487793
	Iteration 77Q: 3 clusters Score -479612.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -479631.281250 Penalty: 4108.487793
	Iteration 78Q: 3 clusters Score -479631.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -479638.125000 Penalty: 4108.487793
	Iteration 79Q: 3 clusters Score -479638.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -479640.593750 Penalty: 4108.487793
	Iteration 80F: 3 clusters Score -479640.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -479643.593750 Penalty: 4108.487793
	Iteration 81Q: 3 clusters Score -479643.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -479648.531250 Penalty: 4108.487793
	Iteration 82Q: 3 clusters Score -479648.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -479650.531250 Penalty: 4108.487793
	Iteration 83Q: 3 clusters Score -479650.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -479652.093750 Penalty: 4108.487793
	Iteration 84Q: 3 clusters Score -479652.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -479652.093750 Penalty: 4108.487793
	Iteration 85F: 3 clusters Score -479652.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Entering Unmasked Estep 
Score: -2569155.750000 Penalty: 2462.490723
	Iteration 0F: 2 clusters Score -2569156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2554740.000000 Penalty: 4924.981445
	Iteration 0F: 3 clusters Score -2554740 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2559689.500000 Penalty: 4924.981445
	Iteration 1F: 3 clusters Score -2559690 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2560237.500000 Penalty: 4924.981445
	Iteration 2F: 3 clusters Score -2560238 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2560735.500000 Penalty: 4924.981445
	Iteration 3F: 3 clusters Score -2560736 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2561244.000000 Penalty: 4924.981445
	Iteration 4Q: 3 clusters Score -2561244 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2561818.500000 Penalty: 4924.981445
	Iteration 5Q: 3 clusters Score -2561818 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2562501.750000 Penalty: 4924.981445
	Iteration 6F: 3 clusters Score -2562502 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2563231.000000 Penalty: 4924.981445
	Iteration 7F: 3 clusters Score -2563231 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2563911.750000 Penalty: 4924.981445
	Iteration 8Q: 3 clusters Score -2563912 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2564490.500000 Penalty: 4924.981445
	Iteration 9Q: 3 clusters Score -2564490 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2564971.750000 Penalty: 4924.981445
	Iteration 10Q: 3 clusters Score -2564972 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2565451.000000 Penalty: 4924.981445
	Iteration 11Q: 3 clusters Score -2565451 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2565914.000000 Penalty: 4924.981445
	Iteration 12Q: 3 clusters Score -2565914 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2566289.750000 Penalty: 4924.981445
	Iteration 13Q: 3 clusters Score -2566290 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2566537.500000 Penalty: 4924.981445
	Iteration 14Q: 3 clusters Score -2566538 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2566668.000000 Penalty: 4924.981445
	Iteration 15Q: 3 clusters Score -2566668 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2566749.500000 Penalty: 4924.981445
	Iteration 16Q: 3 clusters Score -2566750 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2566799.500000 Penalty: 4924.981445
	Iteration 17Q: 3 clusters Score -2566800 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2566830.750000 Penalty: 4924.981445
	Iteration 18Q: 3 clusters Score -2566831 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2566868.750000 Penalty: 4924.981445
	Iteration 19Q: 3 clusters Score -2566869 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2566905.000000 Penalty: 4924.981445
	Iteration 20F: 3 clusters Score -2566905 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2566935.750000 Penalty: 4924.981445
	Iteration 21Q: 3 clusters Score -2566936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2566961.500000 Penalty: 4924.981445
	Iteration 22Q: 3 clusters Score -2566962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2566981.250000 Penalty: 4924.981445
	Iteration 23Q: 3 clusters Score -2566981 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2567002.000000 Penalty: 4924.981445
	Iteration 24Q: 3 clusters Score -2567002 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2567016.750000 Penalty: 4924.981445
	Iteration 25Q: 3 clusters Score -2567017 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2567030.500000 Penalty: 4924.981445
	Iteration 26Q: 3 clusters Score -2567030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2567049.500000 Penalty: 4924.981445
	Iteration 27Q: 3 clusters Score -2567050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2567062.000000 Penalty: 4924.981445
	Iteration 28Q: 3 clusters Score -2567062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2567071.000000 Penalty: 4924.981445
	Iteration 29Q: 3 clusters Score -2567071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2567079.750000 Penalty: 4924.981445
	Iteration 30Q: 3 clusters Score -2567080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2567078.750000 Penalty: 4924.981445
	Iteration 31Q: 3 clusters Score -2567079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2567076.250000 Penalty: 4924.981445
	Iteration 32Q: 3 clusters Score -2567076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2567088.750000 Penalty: 4924.981445
	Iteration 33Q: 3 clusters Score -2567089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2567087.750000 Penalty: 4924.981445
	Iteration 34Q: 3 clusters Score -2567088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2567104.500000 Penalty: 4924.981445
	Iteration 35Q: 3 clusters Score -2567104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2567113.000000 Penalty: 4924.981445
	Iteration 36Q: 3 clusters Score -2567113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2567116.750000 Penalty: 4924.981445
	Iteration 37Q: 3 clusters Score -2567117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2567126.000000 Penalty: 4924.981445
	Iteration 38Q: 3 clusters Score -2567126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2567123.000000 Penalty: 4924.981445
	Iteration 39Q: 3 clusters Score -2567123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2567128.500000 Penalty: 4924.981445
	Iteration 40F: 3 clusters Score -2567128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2567131.500000 Penalty: 4924.981445
	Iteration 41Q: 3 clusters Score -2567132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2567134.750000 Penalty: 4924.981445
	Iteration 42Q: 3 clusters Score -2567135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2567138.250000 Penalty: 4924.981445
	Iteration 43Q: 3 clusters Score -2567138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2567138.750000 Penalty: 4924.981445
	Iteration 44Q: 3 clusters Score -2567139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2567138.250000 Penalty: 4924.981445
	Iteration 45Q: 3 clusters Score -2567138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2567139.500000 Penalty: 4924.981445
	Iteration 46Q: 3 clusters Score -2567140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2567139.750000 Penalty: 4924.981445
	Iteration 47Q: 3 clusters Score -2567140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2567142.500000 Penalty: 4924.981445
	Iteration 48Q: 3 clusters Score -2567142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2567139.500000 Penalty: 4924.981445
	Iteration 49Q: 3 clusters Score -2567140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2567139.250000 Penalty: 4924.981445
	Iteration 50Q: 3 clusters Score -2567139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2567143.000000 Penalty: 4924.981445
	Iteration 51Q: 3 clusters Score -2567143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2567143.750000 Penalty: 4924.981445
	Iteration 52Q: 3 clusters Score -2567144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2567146.500000 Penalty: 4924.981445
	Iteration 53Q: 3 clusters Score -2567146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2567145.250000 Penalty: 4924.981445
	Iteration 54Q: 3 clusters Score -2567145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2567145.250000 Penalty: 4924.981445
	Iteration 55F: 3 clusters Score -2567145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (246524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246524 members 
Entering Unmasked Estep 
Score: -30584742.000000 Penalty: 3078.973145
	Iteration 0F: 2 clusters Score -3.058474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123165 members 
Mstep: Class 2 contains 123359 members 
Entering Unmasked Estep 
Score: -30429870.000000 Penalty: 6157.946289
	Iteration 0F: 3 clusters Score -3.042987e+07 nChanged 119215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120146 members 
Mstep: Class 2 contains 126378 members 
Entering Unmasked Estep 
Score: -30499766.000000 Penalty: 6157.946289
	Iteration 1F: 3 clusters Score -3.049977e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118604 members 
Mstep: Class 2 contains 127920 members 
Entering Unmasked Estep 
Score: -30500906.000000 Penalty: 6157.946289
	Iteration 2Q: 3 clusters Score -3.050091e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116117 members 
Mstep: Class 2 contains 130407 members 
Entering Unmasked Estep 
Score: -30502586.000000 Penalty: 6157.946289
	Iteration 3Q: 3 clusters Score -3.050259e+07 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112386 members 
Mstep: Class 2 contains 134138 members 
Entering Unmasked Estep 
Score: -30505372.000000 Penalty: 6157.946289
	Iteration 4Q: 3 clusters Score -3.050537e+07 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106850 members 
Mstep: Class 2 contains 139674 members 
Entering Unmasked Estep 
Score: -30509802.000000 Penalty: 6157.946289
	Iteration 5Q: 3 clusters Score -3.05098e+07 nChanged 11595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99395 members 
Mstep: Class 2 contains 147129 members 
Entering Unmasked Estep 
Score: -30517142.000000 Penalty: 6157.946289
	Iteration 6Q: 3 clusters Score -3.051714e+07 nChanged 13998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90197 members 
Mstep: Class 2 contains 156327 members 
Entering Unmasked Estep 
Score: -30528256.000000 Penalty: 6157.946289
	Iteration 7F: 3 clusters Score -3.052826e+07 nChanged 15596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81163 members 
Mstep: Class 2 contains 165361 members 
Entering Unmasked Estep 
Score: -30542098.000000 Penalty: 6157.946289
	Iteration 8F: 3 clusters Score -3.05421e+07 nChanged 15668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75229 members 
Mstep: Class 2 contains 171295 members 
Entering Unmasked Estep 
Score: -30554438.000000 Penalty: 6157.946289
	Iteration 9F: 3 clusters Score -3.055444e+07 nChanged 13421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73080 members 
Mstep: Class 2 contains 173444 members 
Entering Unmasked Estep 
Score: -30561684.000000 Penalty: 6157.946289
	Iteration 10F: 3 clusters Score -3.056168e+07 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72484 members 
Mstep: Class 2 contains 174040 members 
Entering Unmasked Estep 
Score: -30564778.000000 Penalty: 6157.946289
	Iteration 11Q: 3 clusters Score -3.056478e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72317 members 
Mstep: Class 2 contains 174207 members 
Entering Unmasked Estep 
Score: -30566038.000000 Penalty: 6157.946289
	Iteration 12Q: 3 clusters Score -3.056604e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72319 members 
Mstep: Class 2 contains 174205 members 
Entering Unmasked Estep 
Score: -30566978.000000 Penalty: 6157.946289
	Iteration 13Q: 3 clusters Score -3.056698e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72570 members 
Mstep: Class 2 contains 173954 members 
Entering Unmasked Estep 
Score: -30567686.000000 Penalty: 6157.946289
	Iteration 14Q: 3 clusters Score -3.056769e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72961 members 
Mstep: Class 2 contains 173563 members 
Entering Unmasked Estep 
Score: -30568306.000000 Penalty: 6157.946289
	Iteration 15Q: 3 clusters Score -3.056831e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73422 members 
Mstep: Class 2 contains 173102 members 
Entering Unmasked Estep 
Score: -30568932.000000 Penalty: 6157.946289
	Iteration 16Q: 3 clusters Score -3.056893e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73955 members 
Mstep: Class 2 contains 172569 members 
Entering Unmasked Estep 
Score: -30569510.000000 Penalty: 6157.946289
	Iteration 17Q: 3 clusters Score -3.056951e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74555 members 
Mstep: Class 2 contains 171969 members 
Entering Unmasked Estep 
Score: -30570096.000000 Penalty: 6157.946289
	Iteration 18Q: 3 clusters Score -3.05701e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75153 members 
Mstep: Class 2 contains 171371 members 
Entering Unmasked Estep 
Score: -30570782.000000 Penalty: 6157.946289
	Iteration 19Q: 3 clusters Score -3.057078e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75870 members 
Mstep: Class 2 contains 170654 members 
Entering Unmasked Estep 
Score: -30571458.000000 Penalty: 6157.946289
	Iteration 20F: 3 clusters Score -3.057146e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76677 members 
Mstep: Class 2 contains 169847 members 
Entering Unmasked Estep 
Score: -30572160.000000 Penalty: 6157.946289
	Iteration 21Q: 3 clusters Score -3.057216e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77542 members 
Mstep: Class 2 contains 168982 members 
Entering Unmasked Estep 
Score: -30572744.000000 Penalty: 6157.946289
	Iteration 22Q: 3 clusters Score -3.057274e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78433 members 
Mstep: Class 2 contains 168091 members 
Entering Unmasked Estep 
Score: -30573148.000000 Penalty: 6157.946289
	Iteration 23Q: 3 clusters Score -3.057315e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79513 members 
Mstep: Class 2 contains 167011 members 
Entering Unmasked Estep 
Score: -30573746.000000 Penalty: 6157.946289
	Iteration 24Q: 3 clusters Score -3.057375e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80647 members 
Mstep: Class 2 contains 165877 members 
Entering Unmasked Estep 
Score: -30574408.000000 Penalty: 6157.946289
	Iteration 25Q: 3 clusters Score -3.057441e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81731 members 
Mstep: Class 2 contains 164793 members 
Entering Unmasked Estep 
Score: -30575048.000000 Penalty: 6157.946289
	Iteration 26Q: 3 clusters Score -3.057505e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82730 members 
Mstep: Class 2 contains 163794 members 
Entering Unmasked Estep 
Score: -30575656.000000 Penalty: 6157.946289
	Iteration 27Q: 3 clusters Score -3.057566e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83773 members 
Mstep: Class 2 contains 162751 members 
Entering Unmasked Estep 
Score: -30576356.000000 Penalty: 6157.946289
	Iteration 28Q: 3 clusters Score -3.057636e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84839 members 
Mstep: Class 2 contains 161685 members 
Entering Unmasked Estep 
Score: -30577066.000000 Penalty: 6157.946289
	Iteration 29Q: 3 clusters Score -3.057707e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85970 members 
Mstep: Class 2 contains 160554 members 
Entering Unmasked Estep 
Score: -30577676.000000 Penalty: 6157.946289
	Iteration 30Q: 3 clusters Score -3.057768e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86771 members 
Mstep: Class 2 contains 159753 members 
Entering Unmasked Estep 
Score: -30578160.000000 Penalty: 6157.946289
	Iteration 31Q: 3 clusters Score -3.057816e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87337 members 
Mstep: Class 2 contains 159187 members 
Entering Unmasked Estep 
Score: -30578566.000000 Penalty: 6157.946289
	Iteration 32Q: 3 clusters Score -3.057857e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87915 members 
Mstep: Class 2 contains 158609 members 
Entering Unmasked Estep 
Score: -30578650.000000 Penalty: 6157.946289
	Iteration 33Q: 3 clusters Score -3.057865e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88502 members 
Mstep: Class 2 contains 158022 members 
Entering Unmasked Estep 
Score: -30578738.000000 Penalty: 6157.946289
	Iteration 34Q: 3 clusters Score -3.057874e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88895 members 
Mstep: Class 2 contains 157629 members 
Entering Unmasked Estep 
Score: -30578780.000000 Penalty: 6157.946289
	Iteration 35Q: 3 clusters Score -3.057878e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89235 members 
Mstep: Class 2 contains 157289 members 
Entering Unmasked Estep 
Score: -30578752.000000 Penalty: 6157.946289
	Iteration 36Q: 3 clusters Score -3.057875e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89510 members 
Mstep: Class 2 contains 157014 members 
Entering Unmasked Estep 
Score: -30578784.000000 Penalty: 6157.946289
	Iteration 37Q: 3 clusters Score -3.057878e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89764 members 
Mstep: Class 2 contains 156760 members 
Entering Unmasked Estep 
Score: -30578814.000000 Penalty: 6157.946289
	Iteration 38Q: 3 clusters Score -3.057881e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89970 members 
Mstep: Class 2 contains 156554 members 
Entering Unmasked Estep 
Score: -30578964.000000 Penalty: 6157.946289
	Iteration 39Q: 3 clusters Score -3.057896e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90283 members 
Mstep: Class 2 contains 156241 members 
Entering Unmasked Estep 
Score: -30579028.000000 Penalty: 6157.946289
	Iteration 40F: 3 clusters Score -3.057903e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90636 members 
Mstep: Class 2 contains 155888 members 
Entering Unmasked Estep 
Score: -30579106.000000 Penalty: 6157.946289
	Iteration 41Q: 3 clusters Score -3.057911e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90899 members 
Mstep: Class 2 contains 155625 members 
Entering Unmasked Estep 
Score: -30579128.000000 Penalty: 6157.946289
	Iteration 42Q: 3 clusters Score -3.057913e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91194 members 
Mstep: Class 2 contains 155330 members 
Entering Unmasked Estep 
Score: -30579162.000000 Penalty: 6157.946289
	Iteration 43Q: 3 clusters Score -3.057916e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91493 members 
Mstep: Class 2 contains 155031 members 
Entering Unmasked Estep 
Score: -30579084.000000 Penalty: 6157.946289
	Iteration 44Q: 3 clusters Score -3.057908e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91710 members 
Mstep: Class 2 contains 154814 members 
Entering Unmasked Estep 
Score: -30579116.000000 Penalty: 6157.946289
	Iteration 45Q: 3 clusters Score -3.057912e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91977 members 
Mstep: Class 2 contains 154547 members 
Entering Unmasked Estep 
Score: -30579076.000000 Penalty: 6157.946289
	Iteration 46Q: 3 clusters Score -3.057908e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92243 members 
Mstep: Class 2 contains 154281 members 
Entering Unmasked Estep 
Score: -30579078.000000 Penalty: 6157.946289
	Iteration 47Q: 3 clusters Score -3.057908e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92459 members 
Mstep: Class 2 contains 154065 members 
Entering Unmasked Estep 
Score: -30579070.000000 Penalty: 6157.946289
	Iteration 48Q: 3 clusters Score -3.057907e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92632 members 
Mstep: Class 2 contains 153892 members 
Entering Unmasked Estep 
Score: -30579122.000000 Penalty: 6157.946289
	Iteration 49Q: 3 clusters Score -3.057912e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92832 members 
Mstep: Class 2 contains 153692 members 
Entering Unmasked Estep 
Score: -30579110.000000 Penalty: 6157.946289
	Iteration 50Q: 3 clusters Score -3.057911e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 153463 members 
Entering Unmasked Estep 
Score: -30579144.000000 Penalty: 6157.946289
	Iteration 51Q: 3 clusters Score -3.057914e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93297 members 
Mstep: Class 2 contains 153227 members 
Entering Unmasked Estep 
Score: -30579174.000000 Penalty: 6157.946289
	Iteration 52Q: 3 clusters Score -3.057917e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93588 members 
Mstep: Class 2 contains 152936 members 
Entering Unmasked Estep 
Score: -30579166.000000 Penalty: 6157.946289
	Iteration 53Q: 3 clusters Score -3.057917e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93892 members 
Mstep: Class 2 contains 152632 members 
Entering Unmasked Estep 
Score: -30579182.000000 Penalty: 6157.946289
	Iteration 54Q: 3 clusters Score -3.057918e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94164 members 
Mstep: Class 2 contains 152360 members 
Entering Unmasked Estep 
Score: -30579186.000000 Penalty: 6157.946289
	Iteration 55Q: 3 clusters Score -3.057919e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94454 members 
Mstep: Class 2 contains 152070 members 
Entering Unmasked Estep 
Score: -30579122.000000 Penalty: 6157.946289
	Iteration 56Q: 3 clusters Score -3.057912e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94722 members 
Mstep: Class 2 contains 151802 members 
Entering Unmasked Estep 
Score: -30579216.000000 Penalty: 6157.946289
	Iteration 57Q: 3 clusters Score -3.057922e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95014 members 
Mstep: Class 2 contains 151510 members 
Entering Unmasked Estep 
Score: -30579236.000000 Penalty: 6157.946289
	Iteration 58Q: 3 clusters Score -3.057924e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95309 members 
Mstep: Class 2 contains 151215 members 
Entering Unmasked Estep 
Score: -30579230.000000 Penalty: 6157.946289
	Iteration 59Q: 3 clusters Score -3.057923e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 150943 members 
Entering Unmasked Estep 
Score: -30579294.000000 Penalty: 6157.946289
	Iteration 60F: 3 clusters Score -3.057929e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95814 members 
Mstep: Class 2 contains 150710 members 
Entering Unmasked Estep 
Score: -30579284.000000 Penalty: 6157.946289
	Iteration 61Q: 3 clusters Score -3.057928e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96036 members 
Mstep: Class 2 contains 150488 members 
Entering Unmasked Estep 
Score: -30579304.000000 Penalty: 6157.946289
	Iteration 62Q: 3 clusters Score -3.05793e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96283 members 
Mstep: Class 2 contains 150241 members 
Entering Unmasked Estep 
Score: -30579322.000000 Penalty: 6157.946289
	Iteration 63Q: 3 clusters Score -3.057932e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96521 members 
Mstep: Class 2 contains 150003 members 
Entering Unmasked Estep 
Score: -30579348.000000 Penalty: 6157.946289
	Iteration 64Q: 3 clusters Score -3.057935e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96831 members 
Mstep: Class 2 contains 149693 members 
Entering Unmasked Estep 
Score: -30579284.000000 Penalty: 6157.946289
	Iteration 65Q: 3 clusters Score -3.057928e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97138 members 
Mstep: Class 2 contains 149386 members 
Entering Unmasked Estep 
Score: -30579292.000000 Penalty: 6157.946289
	Iteration 66Q: 3 clusters Score -3.057929e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97407 members 
Mstep: Class 2 contains 149117 members 
Entering Unmasked Estep 
Score: -30579342.000000 Penalty: 6157.946289
	Iteration 67Q: 3 clusters Score -3.057934e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97698 members 
Mstep: Class 2 contains 148826 members 
Entering Unmasked Estep 
Score: -30579384.000000 Penalty: 6157.946289
	Iteration 68Q: 3 clusters Score -3.057938e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97997 members 
Mstep: Class 2 contains 148527 members 
Entering Unmasked Estep 
Score: -30579368.000000 Penalty: 6157.946289
	Iteration 69Q: 3 clusters Score -3.057937e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98273 members 
Mstep: Class 2 contains 148251 members 
Entering Unmasked Estep 
Score: -30579364.000000 Penalty: 6157.946289
	Iteration 70Q: 3 clusters Score -3.057936e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98542 members 
Mstep: Class 2 contains 147982 members 
Entering Unmasked Estep 
Score: -30579370.000000 Penalty: 6157.946289
	Iteration 71Q: 3 clusters Score -3.057937e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98818 members 
Mstep: Class 2 contains 147706 members 
Entering Unmasked Estep 
Score: -30579356.000000 Penalty: 6157.946289
	Iteration 72Q: 3 clusters Score -3.057936e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99128 members 
Mstep: Class 2 contains 147396 members 
Entering Unmasked Estep 
Score: -30579380.000000 Penalty: 6157.946289
	Iteration 73Q: 3 clusters Score -3.057938e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99570 members 
Mstep: Class 2 contains 146954 members 
Entering Unmasked Estep 
Score: -30579368.000000 Penalty: 6157.946289
	Iteration 74Q: 3 clusters Score -3.057937e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99952 members 
Mstep: Class 2 contains 146572 members 
Entering Unmasked Estep 
Score: -30579344.000000 Penalty: 6157.946289
	Iteration 75Q: 3 clusters Score -3.057934e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100262 members 
Mstep: Class 2 contains 146262 members 
Entering Unmasked Estep 
Score: -30579290.000000 Penalty: 6157.946289
	Iteration 76Q: 3 clusters Score -3.057929e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100560 members 
Mstep: Class 2 contains 145964 members 
Entering Unmasked Estep 
Score: -30579218.000000 Penalty: 6157.946289
	Iteration 77Q: 3 clusters Score -3.057922e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100878 members 
Mstep: Class 2 contains 145646 members 
Entering Unmasked Estep 
Score: -30579198.000000 Penalty: 6157.946289
	Iteration 78Q: 3 clusters Score -3.05792e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101202 members 
Mstep: Class 2 contains 145322 members 
Entering Unmasked Estep 
Score: -30579144.000000 Penalty: 6157.946289
	Iteration 79Q: 3 clusters Score -3.057914e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101487 members 
Mstep: Class 2 contains 145037 members 
Entering Unmasked Estep 
Score: -30579118.000000 Penalty: 6157.946289
	Iteration 80F: 3 clusters Score -3.057912e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101723 members 
Mstep: Class 2 contains 144801 members 
Entering Unmasked Estep 
Score: -30579128.000000 Penalty: 6157.946289
	Iteration 81Q: 3 clusters Score -3.057913e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101966 members 
Mstep: Class 2 contains 144558 members 
Entering Unmasked Estep 
Score: -30579150.000000 Penalty: 6157.946289
	Iteration 82Q: 3 clusters Score -3.057915e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102210 members 
Mstep: Class 2 contains 144314 members 
Entering Unmasked Estep 
Score: -30579142.000000 Penalty: 6157.946289
	Iteration 83Q: 3 clusters Score -3.057914e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102433 members 
Mstep: Class 2 contains 144091 members 
Entering Unmasked Estep 
Score: -30579176.000000 Penalty: 6157.946289
	Iteration 84Q: 3 clusters Score -3.057918e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102679 members 
Mstep: Class 2 contains 143845 members 
Entering Unmasked Estep 
Score: -30579136.000000 Penalty: 6157.946289
	Iteration 85Q: 3 clusters Score -3.057914e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102962 members 
Mstep: Class 2 contains 143562 members 
Entering Unmasked Estep 
Score: -30579144.000000 Penalty: 6157.946289
	Iteration 86Q: 3 clusters Score -3.057914e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103342 members 
Mstep: Class 2 contains 143182 members 
Entering Unmasked Estep 
Score: -30579074.000000 Penalty: 6157.946289
	Iteration 87Q: 3 clusters Score -3.057907e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103668 members 
Mstep: Class 2 contains 142856 members 
Entering Unmasked Estep 
Score: -30579110.000000 Penalty: 6157.946289
	Iteration 88Q: 3 clusters Score -3.057911e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103990 members 
Mstep: Class 2 contains 142534 members 
Entering Unmasked Estep 
Score: -30579118.000000 Penalty: 6157.946289
	Iteration 89Q: 3 clusters Score -3.057912e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104314 members 
Mstep: Class 2 contains 142210 members 
Entering Unmasked Estep 
Score: -30579102.000000 Penalty: 6157.946289
	Iteration 90Q: 3 clusters Score -3.05791e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104641 members 
Mstep: Class 2 contains 141883 members 
Entering Unmasked Estep 
Score: -30579144.000000 Penalty: 6157.946289
	Iteration 91Q: 3 clusters Score -3.057914e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104981 members 
Mstep: Class 2 contains 141543 members 
Entering Unmasked Estep 
Score: -30579174.000000 Penalty: 6157.946289
	Iteration 92Q: 3 clusters Score -3.057917e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105294 members 
Mstep: Class 2 contains 141230 members 
Entering Unmasked Estep 
Score: -30579140.000000 Penalty: 6157.946289
	Iteration 93Q: 3 clusters Score -3.057914e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105623 members 
Mstep: Class 2 contains 140901 members 
Entering Unmasked Estep 
Score: -30579164.000000 Penalty: 6157.946289
	Iteration 94Q: 3 clusters Score -3.057916e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106029 members 
Mstep: Class 2 contains 140495 members 
Entering Unmasked Estep 
Score: -30579154.000000 Penalty: 6157.946289
	Iteration 95Q: 3 clusters Score -3.057915e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106381 members 
Mstep: Class 2 contains 140143 members 
Entering Unmasked Estep 
Score: -30579144.000000 Penalty: 6157.946289
	Iteration 96Q: 3 clusters Score -3.057914e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106703 members 
Mstep: Class 2 contains 139821 members 
Entering Unmasked Estep 
Score: -30579120.000000 Penalty: 6157.946289
	Iteration 97Q: 3 clusters Score -3.057912e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106994 members 
Mstep: Class 2 contains 139530 members 
Entering Unmasked Estep 
Score: -30579136.000000 Penalty: 6157.946289
	Iteration 98Q: 3 clusters Score -3.057914e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107314 members 
Mstep: Class 2 contains 139210 members 
Entering Unmasked Estep 
Score: -30579130.000000 Penalty: 6157.946289
	Iteration 99Q: 3 clusters Score -3.057913e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107698 members 
Mstep: Class 2 contains 138826 members 
Entering Unmasked Estep 
Score: -30579180.000000 Penalty: 6157.946289
	Iteration 100F: 3 clusters Score -3.057918e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108058 members 
Mstep: Class 2 contains 138466 members 
Entering Unmasked Estep 
Score: -30579152.000000 Penalty: 6157.946289
	Iteration 101Q: 3 clusters Score -3.057915e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108354 members 
Mstep: Class 2 contains 138170 members 
Entering Unmasked Estep 
Score: -30579176.000000 Penalty: 6157.946289
	Iteration 102Q: 3 clusters Score -3.057918e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108613 members 
Mstep: Class 2 contains 137911 members 
Entering Unmasked Estep 
Score: -30579140.000000 Penalty: 6157.946289
	Iteration 103Q: 3 clusters Score -3.057914e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108833 members 
Mstep: Class 2 contains 137691 members 
Entering Unmasked Estep 
Score: -30579090.000000 Penalty: 6157.946289
	Iteration 104Q: 3 clusters Score -3.057909e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109063 members 
Mstep: Class 2 contains 137461 members 
Entering Unmasked Estep 
Score: -30579066.000000 Penalty: 6157.946289
	Iteration 105Q: 3 clusters Score -3.057907e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109363 members 
Mstep: Class 2 contains 137161 members 
Entering Unmasked Estep 
Score: -30579076.000000 Penalty: 6157.946289
	Iteration 106Q: 3 clusters Score -3.057908e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109678 members 
Mstep: Class 2 contains 136846 members 
Entering Unmasked Estep 
Score: -30579068.000000 Penalty: 6157.946289
	Iteration 107Q: 3 clusters Score -3.057907e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110025 members 
Mstep: Class 2 contains 136499 members 
Entering Unmasked Estep 
Score: -30579086.000000 Penalty: 6157.946289
	Iteration 108Q: 3 clusters Score -3.057909e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110377 members 
Mstep: Class 2 contains 136147 members 
Entering Unmasked Estep 
Score: -30579028.000000 Penalty: 6157.946289
	Iteration 109Q: 3 clusters Score -3.057903e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110702 members 
Mstep: Class 2 contains 135822 members 
Entering Unmasked Estep 
Score: -30579054.000000 Penalty: 6157.946289
	Iteration 110Q: 3 clusters Score -3.057905e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111004 members 
Mstep: Class 2 contains 135520 members 
Entering Unmasked Estep 
Score: -30578972.000000 Penalty: 6157.946289
	Iteration 111Q: 3 clusters Score -3.057897e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111300 members 
Mstep: Class 2 contains 135224 members 
Entering Unmasked Estep 
Score: -30578980.000000 Penalty: 6157.946289
	Iteration 112Q: 3 clusters Score -3.057898e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111627 members 
Mstep: Class 2 contains 134897 members 
Entering Unmasked Estep 
Score: -30578982.000000 Penalty: 6157.946289
	Iteration 113Q: 3 clusters Score -3.057898e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111968 members 
Mstep: Class 2 contains 134556 members 
Entering Unmasked Estep 
Score: -30578988.000000 Penalty: 6157.946289
	Iteration 114Q: 3 clusters Score -3.057899e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112310 members 
Mstep: Class 2 contains 134214 members 
Entering Unmasked Estep 
Score: -30579034.000000 Penalty: 6157.946289
	Iteration 115Q: 3 clusters Score -3.057903e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112642 members 
Mstep: Class 2 contains 133882 members 
Entering Unmasked Estep 
Score: -30579062.000000 Penalty: 6157.946289
	Iteration 116Q: 3 clusters Score -3.057906e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112992 members 
Mstep: Class 2 contains 133532 members 
Entering Unmasked Estep 
Score: -30579016.000000 Penalty: 6157.946289
	Iteration 117Q: 3 clusters Score -3.057902e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113307 members 
Mstep: Class 2 contains 133217 members 
Entering Unmasked Estep 
Score: -30579022.000000 Penalty: 6157.946289
	Iteration 118Q: 3 clusters Score -3.057902e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113680 members 
Mstep: Class 2 contains 132844 members 
Entering Unmasked Estep 
Score: -30579106.000000 Penalty: 6157.946289
	Iteration 119Q: 3 clusters Score -3.057911e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114117 members 
Mstep: Class 2 contains 132407 members 
Entering Unmasked Estep 
Score: -30579166.000000 Penalty: 6157.946289
	Iteration 120F: 3 clusters Score -3.057917e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114588 members 
Mstep: Class 2 contains 131936 members 
Entering Unmasked Estep 
Score: -30579118.000000 Penalty: 6157.946289
	Iteration 121Q: 3 clusters Score -3.057912e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115009 members 
Mstep: Class 2 contains 131515 members 
Entering Unmasked Estep 
Score: -30579150.000000 Penalty: 6157.946289
	Iteration 122Q: 3 clusters Score -3.057915e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115412 members 
Mstep: Class 2 contains 131112 members 
Entering Unmasked Estep 
Score: -30579180.000000 Penalty: 6157.946289
	Iteration 123Q: 3 clusters Score -3.057918e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115814 members 
Mstep: Class 2 contains 130710 members 
Entering Unmasked Estep 
Score: -30579156.000000 Penalty: 6157.946289
	Iteration 124Q: 3 clusters Score -3.057916e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116289 members 
Mstep: Class 2 contains 130235 members 
Entering Unmasked Estep 
Score: -30579132.000000 Penalty: 6157.946289
	Iteration 125Q: 3 clusters Score -3.057913e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116783 members 
Mstep: Class 2 contains 129741 members 
Entering Unmasked Estep 
Score: -30579200.000000 Penalty: 6157.946289
	Iteration 126Q: 3 clusters Score -3.05792e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117234 members 
Mstep: Class 2 contains 129290 members 
Entering Unmasked Estep 
Score: -30579222.000000 Penalty: 6157.946289
	Iteration 127Q: 3 clusters Score -3.057922e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117721 members 
Mstep: Class 2 contains 128803 members 
Entering Unmasked Estep 
Score: -30579212.000000 Penalty: 6157.946289
	Iteration 128Q: 3 clusters Score -3.057921e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118191 members 
Mstep: Class 2 contains 128333 members 
Entering Unmasked Estep 
Score: -30579222.000000 Penalty: 6157.946289
	Iteration 129Q: 3 clusters Score -3.057922e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118652 members 
Mstep: Class 2 contains 127872 members 
Entering Unmasked Estep 
Score: -30579228.000000 Penalty: 6157.946289
	Iteration 130Q: 3 clusters Score -3.057923e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119227 members 
Mstep: Class 2 contains 127297 members 
Entering Unmasked Estep 
Score: -30579172.000000 Penalty: 6157.946289
	Iteration 131Q: 3 clusters Score -3.057917e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119725 members 
Mstep: Class 2 contains 126799 members 
Entering Unmasked Estep 
Score: -30579258.000000 Penalty: 6157.946289
	Iteration 132Q: 3 clusters Score -3.057926e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120189 members 
Mstep: Class 2 contains 126335 members 
Entering Unmasked Estep 
Score: -30579350.000000 Penalty: 6157.946289
	Iteration 133Q: 3 clusters Score -3.057935e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120617 members 
Mstep: Class 2 contains 125907 members 
Entering Unmasked Estep 
Score: -30579354.000000 Penalty: 6157.946289
	Iteration 134Q: 3 clusters Score -3.057935e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121113 members 
Mstep: Class 2 contains 125411 members 
Entering Unmasked Estep 
Score: -30579394.000000 Penalty: 6157.946289
	Iteration 135Q: 3 clusters Score -3.057939e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121674 members 
Mstep: Class 2 contains 124850 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3.057941e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122215 members 
Mstep: Class 2 contains 124309 members 
Entering Unmasked Estep 
Score: -30579376.000000 Penalty: 6157.946289
	Iteration 137Q: 3 clusters Score -3.057938e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122827 members 
Mstep: Class 2 contains 123697 members 
Entering Unmasked Estep 
Score: -30579378.000000 Penalty: 6157.946289
	Iteration 138Q: 3 clusters Score -3.057938e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123498 members 
Mstep: Class 2 contains 123026 members 
Entering Unmasked Estep 
Score: -30579446.000000 Penalty: 6157.946289
	Iteration 139Q: 3 clusters Score -3.057945e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124181 members 
Mstep: Class 2 contains 122343 members 
Entering Unmasked Estep 
Score: -30579448.000000 Penalty: 6157.946289
	Iteration 140F: 3 clusters Score -3.057945e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124851 members 
Mstep: Class 2 contains 121673 members 
Entering Unmasked Estep 
Score: -30579476.000000 Penalty: 6157.946289
	Iteration 141Q: 3 clusters Score -3.057948e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125555 members 
Mstep: Class 2 contains 120969 members 
Entering Unmasked Estep 
Score: -30579518.000000 Penalty: 6157.946289
	Iteration 142Q: 3 clusters Score -3.057952e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126300 members 
Mstep: Class 2 contains 120224 members 
Entering Unmasked Estep 
Score: -30579494.000000 Penalty: 6157.946289
	Iteration 143Q: 3 clusters Score -3.057949e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127093 members 
Mstep: Class 2 contains 119431 members 
Entering Unmasked Estep 
Score: -30579538.000000 Penalty: 6157.946289
	Iteration 144Q: 3 clusters Score -3.057954e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127964 members 
Mstep: Class 2 contains 118560 members 
Entering Unmasked Estep 
Score: -30579592.000000 Penalty: 6157.946289
	Iteration 145Q: 3 clusters Score -3.057959e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128860 members 
Mstep: Class 2 contains 117664 members 
Entering Unmasked Estep 
Score: -30579650.000000 Penalty: 6157.946289
	Iteration 146Q: 3 clusters Score -3.057965e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129807 members 
Mstep: Class 2 contains 116717 members 
Entering Unmasked Estep 
Score: -30579680.000000 Penalty: 6157.946289
	Iteration 147Q: 3 clusters Score -3.057968e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130744 members 
Mstep: Class 2 contains 115780 members 
Entering Unmasked Estep 
Score: -30579576.000000 Penalty: 6157.946289
	Iteration 148Q: 3 clusters Score -3.057958e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131663 members 
Mstep: Class 2 contains 114861 members 
Entering Unmasked Estep 
Score: -30579756.000000 Penalty: 6157.946289
	Iteration 149Q: 3 clusters Score -3.057976e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132595 members 
Mstep: Class 2 contains 113929 members 
Entering Unmasked Estep 
Score: -30579838.000000 Penalty: 6157.946289
	Iteration 150Q: 3 clusters Score -3.057984e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133530 members 
Mstep: Class 2 contains 112994 members 
Entering Unmasked Estep 
Score: -30579830.000000 Penalty: 6157.946289
	Iteration 151Q: 3 clusters Score -3.057983e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134522 members 
Mstep: Class 2 contains 112002 members 
Entering Unmasked Estep 
Score: -30579928.000000 Penalty: 6157.946289
	Iteration 152Q: 3 clusters Score -3.057993e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135461 members 
Mstep: Class 2 contains 111063 members 
Entering Unmasked Estep 
Score: -30580060.000000 Penalty: 6157.946289
	Iteration 153Q: 3 clusters Score -3.058006e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136399 members 
Mstep: Class 2 contains 110125 members 
Entering Unmasked Estep 
Score: -30580010.000000 Penalty: 6157.946289
	Iteration 154Q: 3 clusters Score -3.058001e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137302 members 
Mstep: Class 2 contains 109222 members 
Entering Unmasked Estep 
Score: -30580150.000000 Penalty: 6157.946289
	Iteration 155Q: 3 clusters Score -3.058015e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138294 members 
Mstep: Class 2 contains 108230 members 
Entering Unmasked Estep 
Score: -30580162.000000 Penalty: 6157.946289
	Iteration 156Q: 3 clusters Score -3.058016e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139331 members 
Mstep: Class 2 contains 107193 members 
Entering Unmasked Estep 
Score: -30580254.000000 Penalty: 6157.946289
	Iteration 157Q: 3 clusters Score -3.058025e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140396 members 
Mstep: Class 2 contains 106128 members 
Entering Unmasked Estep 
Score: -30580248.000000 Penalty: 6157.946289
	Iteration 158Q: 3 clusters Score -3.058025e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141499 members 
Mstep: Class 2 contains 105025 members 
Entering Unmasked Estep 
Score: -30580330.000000 Penalty: 6157.946289
	Iteration 159Q: 3 clusters Score -3.058033e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142568 members 
Mstep: Class 2 contains 103956 members 
Entering Unmasked Estep 
Score: -30580336.000000 Penalty: 6157.946289
	Iteration 160F: 3 clusters Score -3.058034e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143639 members 
Mstep: Class 2 contains 102885 members 
Entering Unmasked Estep 
Score: -30580442.000000 Penalty: 6157.946289
	Iteration 161Q: 3 clusters Score -3.058044e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144794 members 
Mstep: Class 2 contains 101730 members 
Entering Unmasked Estep 
Score: -30580468.000000 Penalty: 6157.946289
	Iteration 162Q: 3 clusters Score -3.058047e+07 nChanged 1153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145947 members 
Mstep: Class 2 contains 100577 members 
Entering Unmasked Estep 
Score: -30580658.000000 Penalty: 6157.946289
	Iteration 163Q: 3 clusters Score -3.058066e+07 nChanged 1182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147129 members 
Mstep: Class 2 contains 99395 members 
Entering Unmasked Estep 
Score: -30580820.000000 Penalty: 6157.946289
	Iteration 164Q: 3 clusters Score -3.058082e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148278 members 
Mstep: Class 2 contains 98246 members 
Entering Unmasked Estep 
Score: -30580900.000000 Penalty: 6157.946289
	Iteration 165Q: 3 clusters Score -3.05809e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149559 members 
Mstep: Class 2 contains 96965 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3.058105e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150903 members 
Mstep: Class 2 contains 95621 members 
Entering Unmasked Estep 
Score: -30581164.000000 Penalty: 6157.946289
	Iteration 167Q: 3 clusters Score -3.058116e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152150 members 
Mstep: Class 2 contains 94374 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3.058129e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153406 members 
Mstep: Class 2 contains 93118 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -3.058132e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154822 members 
Mstep: Class 2 contains 91702 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3.058129e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156287 members 
Mstep: Class 2 contains 90237 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3.058147e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158061 members 
Mstep: Class 2 contains 88463 members 
Entering Unmasked Estep 
Score: -30581652.000000 Penalty: 6157.946289
	Iteration 172Q: 3 clusters Score -3.058165e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160036 members 
Mstep: Class 2 contains 86488 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3.05816e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162214 members 
Mstep: Class 2 contains 84310 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3.058178e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164733 members 
Mstep: Class 2 contains 81791 members 
Entering Unmasked Estep 
Score: -30581946.000000 Penalty: 6157.946289
	Iteration 175Q: 3 clusters Score -3.058195e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167557 members 
Mstep: Class 2 contains 78967 members 
Entering Unmasked Estep 
Score: -30582236.000000 Penalty: 6157.946289
	Iteration 176Q: 3 clusters Score -3.058224e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170760 members 
Mstep: Class 2 contains 75764 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3.058248e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174429 members 
Mstep: Class 2 contains 72095 members 
Entering Unmasked Estep 
Score: -30582774.000000 Penalty: 6157.946289
	Iteration 178Q: 3 clusters Score -3.058277e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178771 members 
Mstep: Class 2 contains 67753 members 
Entering Unmasked Estep 
Score: -30583038.000000 Penalty: 6157.946289
	Iteration 179Q: 3 clusters Score -3.058304e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183645 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -3.058335e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188939 members 
Mstep: Class 2 contains 57585 members 
Entering Unmasked Estep 
Score: -30583620.000000 Penalty: 6157.946289
	Iteration 181Q: 3 clusters Score -3.058362e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194774 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
Score: -30583622.000000 Penalty: 6157.946289
	Iteration 182Q: 3 clusters Score -3.058362e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200783 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -30584312.000000 Penalty: 6157.946289
	Iteration 183Q: 3 clusters Score -3.058431e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206965 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -3.058442e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213129 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -30584570.000000 Penalty: 6157.946289
	Iteration 185Q: 3 clusters Score -3.058457e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218941 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -3.05848e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224179 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -3.058487e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228767 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -3.05845e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232535 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -30584270.000000 Penalty: 6157.946289
	Iteration 189Q: 3 clusters Score -3.058427e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235205 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -3.058405e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236770 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -30583928.000000 Penalty: 6157.946289
	Iteration 191Q: 3 clusters Score -3.058393e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237767 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -3.058378e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238298 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -30583802.000000 Penalty: 6157.946289
	Iteration 193Q: 3 clusters Score -3.05838e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238633 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -3.05837e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238825 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -30583604.000000 Penalty: 6157.946289
	Iteration 195Q: 3 clusters Score -3.05836e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238955 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -30583522.000000 Penalty: 6157.946289
	Iteration 196Q: 3 clusters Score -3.058352e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239026 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -30583506.000000 Penalty: 6157.946289
	Iteration 197Q: 3 clusters Score -3.058351e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239070 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -3.058347e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239098 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -3.058348e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239113 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -30584308.000000 Penalty: 6157.946289
	Iteration 200F: 3 clusters Score -3.058431e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240806 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -3.058406e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242041 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -30583754.000000 Penalty: 6157.946289
	Iteration 202Q: 3 clusters Score -3.058375e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242912 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -30583530.000000 Penalty: 6157.946289
	Iteration 203Q: 3 clusters Score -3.058353e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243560 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -30583420.000000 Penalty: 6157.946289
	Iteration 204Q: 3 clusters Score -3.058342e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244040 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -30583302.000000 Penalty: 6157.946289
	Iteration 205Q: 3 clusters Score -3.05833e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244372 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -30583162.000000 Penalty: 6157.946289
	Iteration 206Q: 3 clusters Score -3.058316e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244638 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -30583132.000000 Penalty: 6157.946289
	Iteration 207Q: 3 clusters Score -3.058313e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244834 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -30583024.000000 Penalty: 6157.946289
	Iteration 208Q: 3 clusters Score -3.058302e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244991 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -30582924.000000 Penalty: 6157.946289
	Iteration 209Q: 3 clusters Score -3.058292e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245112 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -30582908.000000 Penalty: 6157.946289
	Iteration 210Q: 3 clusters Score -3.058291e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245200 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -30582932.000000 Penalty: 6157.946289
	Iteration 211Q: 3 clusters Score -3.058293e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245268 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -30582882.000000 Penalty: 6157.946289
	Iteration 212Q: 3 clusters Score -3.058288e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245325 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -3.058282e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245365 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -30582786.000000 Penalty: 6157.946289
	Iteration 214Q: 3 clusters Score -3.058279e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245394 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -30582784.000000 Penalty: 6157.946289
	Iteration 215Q: 3 clusters Score -3.058278e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245420 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -30582810.000000 Penalty: 6157.946289
	Iteration 216Q: 3 clusters Score -3.058281e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245445 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -30582790.000000 Penalty: 6157.946289
	Iteration 217Q: 3 clusters Score -3.058279e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245464 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -30582784.000000 Penalty: 6157.946289
	Iteration 218Q: 3 clusters Score -3.058278e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245484 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -30582776.000000 Penalty: 6157.946289
	Iteration 219Q: 3 clusters Score -3.058278e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245499 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -30582756.000000 Penalty: 6157.946289
	Iteration 220F: 3 clusters Score -3.058276e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245513 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -30582804.000000 Penalty: 6157.946289
	Iteration 221Q: 3 clusters Score -3.05828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245526 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -30582796.000000 Penalty: 6157.946289
	Iteration 222Q: 3 clusters Score -3.05828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245531 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -30582800.000000 Penalty: 6157.946289
	Iteration 223Q: 3 clusters Score -3.05828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245536 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -30582790.000000 Penalty: 6157.946289
	Iteration 224Q: 3 clusters Score -3.058279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245541 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -30582790.000000 Penalty: 6157.946289
	Iteration 225Q: 3 clusters Score -3.058279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245548 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -30582794.000000 Penalty: 6157.946289
	Iteration 226Q: 3 clusters Score -3.058279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245553 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -30582784.000000 Penalty: 6157.946289
	Iteration 227Q: 3 clusters Score -3.058278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245557 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -30582796.000000 Penalty: 6157.946289
	Iteration 228Q: 3 clusters Score -3.05828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245559 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -30582802.000000 Penalty: 6157.946289
	Iteration 229Q: 3 clusters Score -3.05828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245563 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -30582796.000000 Penalty: 6157.946289
	Iteration 230Q: 3 clusters Score -3.05828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245567 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -30582786.000000 Penalty: 6157.946289
	Iteration 231Q: 3 clusters Score -3.058279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245569 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -30582758.000000 Penalty: 6157.946289
	Iteration 232Q: 3 clusters Score -3.058276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245570 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -30582768.000000 Penalty: 6157.946289
	Iteration 233Q: 3 clusters Score -3.058277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245571 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -30582770.000000 Penalty: 6157.946289
	Iteration 234Q: 3 clusters Score -3.058277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245571 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -30582770.000000 Penalty: 6157.946289
	Iteration 235F: 3 clusters Score -3.058277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (62578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62578 members 
Entering Unmasked Estep 
Score: -7861006.000000 Penalty: 2738.954102
	Iteration 0F: 2 clusters Score -7861006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -7819077.500000 Penalty: 5477.908203
	Iteration 0F: 3 clusters Score -7819078 nChanged 29115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -7835575.500000 Penalty: 5477.908203
	Iteration 1F: 3 clusters Score -7835576 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -7836328.500000 Penalty: 5477.908203
	Iteration 2Q: 3 clusters Score -7836328 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -7837149.000000 Penalty: 5477.908203
	Iteration 3Q: 3 clusters Score -7837149 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -7838182.000000 Penalty: 5477.908203
	Iteration 4Q: 3 clusters Score -7838182 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -7839857.000000 Penalty: 5477.908203
	Iteration 5F: 3 clusters Score -7839857 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -7842524.000000 Penalty: 5477.908203
	Iteration 6F: 3 clusters Score -7842524 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -7846565.000000 Penalty: 5477.908203
	Iteration 7F: 3 clusters Score -7846565 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -7851145.500000 Penalty: 5477.908203
	Iteration 8F: 3 clusters Score -7851146 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -7854967.000000 Penalty: 5477.908203
	Iteration 9F: 3 clusters Score -7854967 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 61140 members 
Entering Unmasked Estep 
Score: -7857124.500000 Penalty: 5477.908203
	Iteration 10Q: 3 clusters Score -7857124 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 62001 members 
Entering Unmasked Estep 
Score: -7857985.500000 Penalty: 5477.908203
	Iteration 11Q: 3 clusters Score -7857986 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 62251 members 
Entering Unmasked Estep 
Score: -7858285.500000 Penalty: 5477.908203
	Iteration 12Q: 3 clusters Score -7858286 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 62326 members 
Entering Unmasked Estep 
Score: -7858397.000000 Penalty: 5477.908203
	Iteration 13Q: 3 clusters Score -7858397 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 62351 members 
Entering Unmasked Estep 
Score: -7858457.000000 Penalty: 5477.908203
	Iteration 14Q: 3 clusters Score -7858457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
Score: -7858494.500000 Penalty: 5477.908203
	Iteration 15Q: 3 clusters Score -7858494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -7858518.000000 Penalty: 5477.908203
	Iteration 16Q: 3 clusters Score -7858518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 62370 members 
Entering Unmasked Estep 
Score: -7858533.000000 Penalty: 5477.908203
	Iteration 17Q: 3 clusters Score -7858533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -7858538.000000 Penalty: 5477.908203
	Iteration 18Q: 3 clusters Score -7858538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -7858540.000000 Penalty: 5477.908203
	Iteration 19Q: 3 clusters Score -7858540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -7858540.000000 Penalty: 5477.908203
	Iteration 20F: 3 clusters Score -7858540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Entering Unmasked Estep 
Score: -3051243.000000 Penalty: 2534.906006
	Iteration 0F: 2 clusters Score -3051243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -3032367.000000 Penalty: 5069.812012
	Iteration 0F: 3 clusters Score -3032367 nChanged 12327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -3039129.250000 Penalty: 5069.812012
	Iteration 1F: 3 clusters Score -3039129 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -3039898.250000 Penalty: 5069.812012
	Iteration 2F: 3 clusters Score -3039898 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -3040708.000000 Penalty: 5069.812012
	Iteration 3F: 3 clusters Score -3040708 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -3041540.000000 Penalty: 5069.812012
	Iteration 4F: 3 clusters Score -3041540 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -3042342.250000 Penalty: 5069.812012
	Iteration 5F: 3 clusters Score -3042342 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -3043062.250000 Penalty: 5069.812012
	Iteration 6F: 3 clusters Score -3043062 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -3043812.500000 Penalty: 5069.812012
	Iteration 7Q: 3 clusters Score -3043812 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -3044629.750000 Penalty: 5069.812012
	Iteration 8Q: 3 clusters Score -3044630 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3045493.500000 Penalty: 5069.812012
	Iteration 9Q: 3 clusters Score -3045494 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3046397.500000 Penalty: 5069.812012
	Iteration 10Q: 3 clusters Score -3046398 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -3047162.000000 Penalty: 5069.812012
	Iteration 11Q: 3 clusters Score -3047162 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -3047741.500000 Penalty: 5069.812012
	Iteration 12Q: 3 clusters Score -3047742 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -3048132.500000 Penalty: 5069.812012
	Iteration 13Q: 3 clusters Score -3048132 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -3048434.000000 Penalty: 5069.812012
	Iteration 14Q: 3 clusters Score -3048434 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -3048665.500000 Penalty: 5069.812012
	Iteration 15Q: 3 clusters Score -3048666 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3048850.500000 Penalty: 5069.812012
	Iteration 16Q: 3 clusters Score -3048850 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -3049004.250000 Penalty: 5069.812012
	Iteration 17Q: 3 clusters Score -3049004 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -3049127.250000 Penalty: 5069.812012
	Iteration 18Q: 3 clusters Score -3049127 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -3049225.250000 Penalty: 5069.812012
	Iteration 19Q: 3 clusters Score -3049225 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -3049317.750000 Penalty: 5069.812012
	Iteration 20F: 3 clusters Score -3049318 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -3049387.750000 Penalty: 5069.812012
	Iteration 21Q: 3 clusters Score -3049388 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3049428.750000 Penalty: 5069.812012
	Iteration 22Q: 3 clusters Score -3049429 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -3049478.250000 Penalty: 5069.812012
	Iteration 23Q: 3 clusters Score -3049478 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -3049508.000000 Penalty: 5069.812012
	Iteration 24Q: 3 clusters Score -3049508 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -3049542.250000 Penalty: 5069.812012
	Iteration 25Q: 3 clusters Score -3049542 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -3049556.750000 Penalty: 5069.812012
	Iteration 26Q: 3 clusters Score -3049557 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -3049565.500000 Penalty: 5069.812012
	Iteration 27Q: 3 clusters Score -3049566 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -3049581.250000 Penalty: 5069.812012
	Iteration 28Q: 3 clusters Score -3049581 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -3049595.750000 Penalty: 5069.812012
	Iteration 29Q: 3 clusters Score -3049596 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -3049618.750000 Penalty: 5069.812012
	Iteration 30Q: 3 clusters Score -3049619 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -3049634.250000 Penalty: 5069.812012
	Iteration 31Q: 3 clusters Score -3049634 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -3049635.750000 Penalty: 5069.812012
	Iteration 32Q: 3 clusters Score -3049636 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -3049676.250000 Penalty: 5069.812012
	Iteration 33Q: 3 clusters Score -3049676 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -3049678.000000 Penalty: 5069.812012
	Iteration 34Q: 3 clusters Score -3049678 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -3049687.750000 Penalty: 5069.812012
	Iteration 35Q: 3 clusters Score -3049688 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -3049686.750000 Penalty: 5069.812012
	Iteration 36Q: 3 clusters Score -3049687 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -3049693.750000 Penalty: 5069.812012
	Iteration 37Q: 3 clusters Score -3049694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -3049707.500000 Penalty: 5069.812012
	Iteration 38Q: 3 clusters Score -3049708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -3049713.000000 Penalty: 5069.812012
	Iteration 39Q: 3 clusters Score -3049713 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -3049722.500000 Penalty: 5069.812012
	Iteration 40F: 3 clusters Score -3049722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -3049729.250000 Penalty: 5069.812012
	Iteration 41Q: 3 clusters Score -3049729 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -3049744.000000 Penalty: 5069.812012
	Iteration 42Q: 3 clusters Score -3049744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -3049751.500000 Penalty: 5069.812012
	Iteration 43Q: 3 clusters Score -3049752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -3049753.000000 Penalty: 5069.812012
	Iteration 44Q: 3 clusters Score -3049753 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -3049761.500000 Penalty: 5069.812012
	Iteration 45Q: 3 clusters Score -3049762 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -3049768.750000 Penalty: 5069.812012
	Iteration 46Q: 3 clusters Score -3049769 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -3049775.250000 Penalty: 5069.812012
	Iteration 47Q: 3 clusters Score -3049775 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -3049789.000000 Penalty: 5069.812012
	Iteration 48Q: 3 clusters Score -3049789 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -3049796.000000 Penalty: 5069.812012
	Iteration 49Q: 3 clusters Score -3049796 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -3049804.250000 Penalty: 5069.812012
	Iteration 50Q: 3 clusters Score -3049804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -3049809.750000 Penalty: 5069.812012
	Iteration 51Q: 3 clusters Score -3049810 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -3049806.500000 Penalty: 5069.812012
	Iteration 52Q: 3 clusters Score -3049806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -3049806.500000 Penalty: 5069.812012
	Iteration 53Q: 3 clusters Score -3049806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -3049814.750000 Penalty: 5069.812012
	Iteration 54Q: 3 clusters Score -3049815 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -3049817.500000 Penalty: 5069.812012
	Iteration 55Q: 3 clusters Score -3049818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -3049823.000000 Penalty: 5069.812012
	Iteration 56Q: 3 clusters Score -3049823 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -3049832.750000 Penalty: 5069.812012
	Iteration 57Q: 3 clusters Score -3049833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -3049833.000000 Penalty: 5069.812012
	Iteration 58Q: 3 clusters Score -3049833 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -3049840.750000 Penalty: 5069.812012
	Iteration 59Q: 3 clusters Score -3049841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -3049835.500000 Penalty: 5069.812012
	Iteration 60F: 3 clusters Score -3049836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -3049834.250000 Penalty: 5069.812012
	Iteration 61Q: 3 clusters Score -3049834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -3049839.750000 Penalty: 5069.812012
	Iteration 62Q: 3 clusters Score -3049840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -3049846.250000 Penalty: 5069.812012
	Iteration 63Q: 3 clusters Score -3049846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -3049856.500000 Penalty: 5069.812012
	Iteration 64Q: 3 clusters Score -3049856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -3049864.750000 Penalty: 5069.812012
	Iteration 65Q: 3 clusters Score -3049865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -3049862.000000 Penalty: 5069.812012
	Iteration 66Q: 3 clusters Score -3049862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -3049864.500000 Penalty: 5069.812012
	Iteration 67Q: 3 clusters Score -3049864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -3049866.750000 Penalty: 5069.812012
	Iteration 68Q: 3 clusters Score -3049867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -3049861.500000 Penalty: 5069.812012
	Iteration 69Q: 3 clusters Score -3049862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -3049867.000000 Penalty: 5069.812012
	Iteration 70Q: 3 clusters Score -3049867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -3049871.250000 Penalty: 5069.812012
	Iteration 71Q: 3 clusters Score -3049871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -3049875.750000 Penalty: 5069.812012
	Iteration 72Q: 3 clusters Score -3049876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -3049870.750000 Penalty: 5069.812012
	Iteration 73Q: 3 clusters Score -3049871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -3049867.250000 Penalty: 5069.812012
	Iteration 74Q: 3 clusters Score -3049867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -3049874.000000 Penalty: 5069.812012
	Iteration 75Q: 3 clusters Score -3049874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3049878.000000 Penalty: 5069.812012
	Iteration 76Q: 3 clusters Score -3049878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -3049875.250000 Penalty: 5069.812012
	Iteration 77Q: 3 clusters Score -3049875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -3049878.000000 Penalty: 5069.812012
	Iteration 78Q: 3 clusters Score -3049878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -3049879.250000 Penalty: 5069.812012
	Iteration 79Q: 3 clusters Score -3049879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -3049875.750000 Penalty: 5069.812012
	Iteration 80F: 3 clusters Score -3049876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -3049878.250000 Penalty: 5069.812012
	Iteration 81Q: 3 clusters Score -3049878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -3049878.250000 Penalty: 5069.812012
	Iteration 82Q: 3 clusters Score -3049878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -3049883.500000 Penalty: 5069.812012
	Iteration 83Q: 3 clusters Score -3049884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -3049882.000000 Penalty: 5069.812012
	Iteration 84Q: 3 clusters Score -3049882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3049877.750000 Penalty: 5069.812012
	Iteration 85Q: 3 clusters Score -3049878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -3049886.750000 Penalty: 5069.812012
	Iteration 86Q: 3 clusters Score -3049887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -3049888.000000 Penalty: 5069.812012
	Iteration 87Q: 3 clusters Score -3049888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -3049883.750000 Penalty: 5069.812012
	Iteration 88Q: 3 clusters Score -3049884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -3049888.000000 Penalty: 5069.812012
	Iteration 89Q: 3 clusters Score -3049888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -3049884.750000 Penalty: 5069.812012
	Iteration 90Q: 3 clusters Score -3049885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -3049886.000000 Penalty: 5069.812012
	Iteration 91Q: 3 clusters Score -3049886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -3049885.250000 Penalty: 5069.812012
	Iteration 92Q: 3 clusters Score -3049885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3049887.000000 Penalty: 5069.812012
	Iteration 93Q: 3 clusters Score -3049887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3049887.000000 Penalty: 5069.812012
	Iteration 94F: 3 clusters Score -3049887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Entering Unmasked Estep 
Score: -487068.093750 Penalty: 2067.424805
	Iteration 0F: 2 clusters Score -487068.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -483089.343750 Penalty: 4134.849609
	Iteration 0F: 3 clusters Score -483089.3 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -484104.312500 Penalty: 4134.849609
	Iteration 1F: 3 clusters Score -484104.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -484505.718750 Penalty: 4134.849609
	Iteration 2F: 3 clusters Score -484505.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -484835.843750 Penalty: 4134.849609
	Iteration 3F: 3 clusters Score -484835.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -485081.156250 Penalty: 4134.849609
	Iteration 4F: 3 clusters Score -485081.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -485268.562500 Penalty: 4134.849609
	Iteration 5F: 3 clusters Score -485268.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -485400.656250 Penalty: 4134.849609
	Iteration 6Q: 3 clusters Score -485400.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -485517.718750 Penalty: 4134.849609
	Iteration 7Q: 3 clusters Score -485517.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -485627.625000 Penalty: 4134.849609
	Iteration 8Q: 3 clusters Score -485627.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -485731.062500 Penalty: 4134.849609
	Iteration 9Q: 3 clusters Score -485731.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -485808.750000 Penalty: 4134.849609
	Iteration 10Q: 3 clusters Score -485808.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -485865.343750 Penalty: 4134.849609
	Iteration 11Q: 3 clusters Score -485865.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -485908.687500 Penalty: 4134.849609
	Iteration 12Q: 3 clusters Score -485908.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -485942.156250 Penalty: 4134.849609
	Iteration 13Q: 3 clusters Score -485942.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -485969.312500 Penalty: 4134.849609
	Iteration 14Q: 3 clusters Score -485969.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -485990.281250 Penalty: 4134.849609
	Iteration 15Q: 3 clusters Score -485990.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -486001.281250 Penalty: 4134.849609
	Iteration 16Q: 3 clusters Score -486001.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -486015.375000 Penalty: 4134.849609
	Iteration 17Q: 3 clusters Score -486015.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -486025.812500 Penalty: 4134.849609
	Iteration 18Q: 3 clusters Score -486025.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -486035.312500 Penalty: 4134.849609
	Iteration 19Q: 3 clusters Score -486035.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -486044.562500 Penalty: 4134.849609
	Iteration 20F: 3 clusters Score -486044.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -486048.625000 Penalty: 4134.849609
	Iteration 21Q: 3 clusters Score -486048.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -486049.625000 Penalty: 4134.849609
	Iteration 22Q: 3 clusters Score -486049.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -486050.468750 Penalty: 4134.849609
	Iteration 23Q: 3 clusters Score -486050.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -486050.468750 Penalty: 4134.849609
	Iteration 24F: 3 clusters Score -486050.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Entering Unmasked Estep 
Score: -3703143.750000 Penalty: 2559.276123
	Iteration 0F: 2 clusters Score -3703144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -3682434.500000 Penalty: 5118.552246
	Iteration 0F: 3 clusters Score -3682434 nChanged 13688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -3690003.250000 Penalty: 5118.552246
	Iteration 1F: 3 clusters Score -3690003 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3690519.500000 Penalty: 5118.552246
	Iteration 2Q: 3 clusters Score -3690520 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -3690993.750000 Penalty: 5118.552246
	Iteration 3Q: 3 clusters Score -3690994 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -3691394.000000 Penalty: 5118.552246
	Iteration 4Q: 3 clusters Score -3691394 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -3691787.500000 Penalty: 5118.552246
	Iteration 5Q: 3 clusters Score -3691788 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -3692126.250000 Penalty: 5118.552246
	Iteration 6Q: 3 clusters Score -3692126 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3692452.500000 Penalty: 5118.552246
	Iteration 7Q: 3 clusters Score -3692452 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -3692756.250000 Penalty: 5118.552246
	Iteration 8Q: 3 clusters Score -3692756 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3693048.500000 Penalty: 5118.552246
	Iteration 9Q: 3 clusters Score -3693048 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3693318.000000 Penalty: 5118.552246
	Iteration 10Q: 3 clusters Score -3693318 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -3693544.750000 Penalty: 5118.552246
	Iteration 11Q: 3 clusters Score -3693545 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3693775.500000 Penalty: 5118.552246
	Iteration 12Q: 3 clusters Score -3693776 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -3693993.000000 Penalty: 5118.552246
	Iteration 13Q: 3 clusters Score -3693993 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -3694219.750000 Penalty: 5118.552246
	Iteration 14Q: 3 clusters Score -3694220 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -3694452.500000 Penalty: 5118.552246
	Iteration 15Q: 3 clusters Score -3694452 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -3694657.500000 Penalty: 5118.552246
	Iteration 16Q: 3 clusters Score -3694658 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -3694914.000000 Penalty: 5118.552246
	Iteration 17Q: 3 clusters Score -3694914 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3695179.000000 Penalty: 5118.552246
	Iteration 18Q: 3 clusters Score -3695179 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -3695526.750000 Penalty: 5118.552246
	Iteration 19Q: 3 clusters Score -3695527 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -3695929.750000 Penalty: 5118.552246
	Iteration 20F: 3 clusters Score -3695930 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -3696366.750000 Penalty: 5118.552246
	Iteration 21Q: 3 clusters Score -3696367 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -3696879.000000 Penalty: 5118.552246
	Iteration 22Q: 3 clusters Score -3696879 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -3697458.250000 Penalty: 5118.552246
	Iteration 23Q: 3 clusters Score -3697458 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -3698072.250000 Penalty: 5118.552246
	Iteration 24Q: 3 clusters Score -3698072 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -3698694.750000 Penalty: 5118.552246
	Iteration 25Q: 3 clusters Score -3698695 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3699221.000000 Penalty: 5118.552246
	Iteration 26Q: 3 clusters Score -3699221 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3699663.750000 Penalty: 5118.552246
	Iteration 27Q: 3 clusters Score -3699664 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3700003.000000 Penalty: 5118.552246
	Iteration 28Q: 3 clusters Score -3700003 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3700253.000000 Penalty: 5118.552246
	Iteration 29Q: 3 clusters Score -3700253 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3700435.000000 Penalty: 5118.552246
	Iteration 30Q: 3 clusters Score -3700435 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3700573.000000 Penalty: 5118.552246
	Iteration 31Q: 3 clusters Score -3700573 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3700667.250000 Penalty: 5118.552246
	Iteration 32Q: 3 clusters Score -3700667 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3700736.750000 Penalty: 5118.552246
	Iteration 33Q: 3 clusters Score -3700737 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3700793.250000 Penalty: 5118.552246
	Iteration 34Q: 3 clusters Score -3700793 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3700843.500000 Penalty: 5118.552246
	Iteration 35Q: 3 clusters Score -3700844 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3700867.000000 Penalty: 5118.552246
	Iteration 36Q: 3 clusters Score -3700867 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3700903.500000 Penalty: 5118.552246
	Iteration 37Q: 3 clusters Score -3700904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3700917.250000 Penalty: 5118.552246
	Iteration 38Q: 3 clusters Score -3700917 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3700934.500000 Penalty: 5118.552246
	Iteration 39Q: 3 clusters Score -3700934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3700953.000000 Penalty: 5118.552246
	Iteration 40F: 3 clusters Score -3700953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3700965.000000 Penalty: 5118.552246
	Iteration 41Q: 3 clusters Score -3700965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3700974.000000 Penalty: 5118.552246
	Iteration 42Q: 3 clusters Score -3700974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3700988.000000 Penalty: 5118.552246
	Iteration 43Q: 3 clusters Score -3700988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3700993.750000 Penalty: 5118.552246
	Iteration 44Q: 3 clusters Score -3700994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3701007.750000 Penalty: 5118.552246
	Iteration 45Q: 3 clusters Score -3701008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3701016.250000 Penalty: 5118.552246
	Iteration 46Q: 3 clusters Score -3701016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3701020.500000 Penalty: 5118.552246
	Iteration 47Q: 3 clusters Score -3701020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3701027.500000 Penalty: 5118.552246
	Iteration 48Q: 3 clusters Score -3701028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3701030.000000 Penalty: 5118.552246
	Iteration 49Q: 3 clusters Score -3701030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3701041.000000 Penalty: 5118.552246
	Iteration 50Q: 3 clusters Score -3701041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3701051.750000 Penalty: 5118.552246
	Iteration 51Q: 3 clusters Score -3701052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3701061.250000 Penalty: 5118.552246
	Iteration 52Q: 3 clusters Score -3701061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3701067.750000 Penalty: 5118.552246
	Iteration 53Q: 3 clusters Score -3701068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3701075.500000 Penalty: 5118.552246
	Iteration 54Q: 3 clusters Score -3701076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3701074.250000 Penalty: 5118.552246
	Iteration 55Q: 3 clusters Score -3701074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3701081.250000 Penalty: 5118.552246
	Iteration 56Q: 3 clusters Score -3701081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3701082.500000 Penalty: 5118.552246
	Iteration 57Q: 3 clusters Score -3701082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3701084.750000 Penalty: 5118.552246
	Iteration 58Q: 3 clusters Score -3701085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3701087.500000 Penalty: 5118.552246
	Iteration 59Q: 3 clusters Score -3701088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3701086.250000 Penalty: 5118.552246
	Iteration 60F: 3 clusters Score -3701086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Entering Unmasked Estep 
Score: -1773707.125000 Penalty: 2382.360840
	Iteration 0F: 2 clusters Score -1773707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1763003.125000 Penalty: 4764.721680
	Iteration 0F: 3 clusters Score -1763003 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1766503.375000 Penalty: 4764.721680
	Iteration 1F: 3 clusters Score -1766503 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1767001.250000 Penalty: 4764.721680
	Iteration 2F: 3 clusters Score -1767001 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1767502.000000 Penalty: 4764.721680
	Iteration 3F: 3 clusters Score -1767502 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1768005.750000 Penalty: 4764.721680
	Iteration 4F: 3 clusters Score -1768006 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1768599.250000 Penalty: 4764.721680
	Iteration 5F: 3 clusters Score -1768599 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1769288.750000 Penalty: 4764.721680
	Iteration 6F: 3 clusters Score -1769289 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1769995.875000 Penalty: 4764.721680
	Iteration 7F: 3 clusters Score -1769996 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1770651.375000 Penalty: 4764.721680
	Iteration 8F: 3 clusters Score -1770651 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1771157.500000 Penalty: 4764.721680
	Iteration 9Q: 3 clusters Score -1771158 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1771487.625000 Penalty: 4764.721680
	Iteration 10Q: 3 clusters Score -1771488 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1771678.000000 Penalty: 4764.721680
	Iteration 11Q: 3 clusters Score -1771678 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1771788.875000 Penalty: 4764.721680
	Iteration 12Q: 3 clusters Score -1771789 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1771853.250000 Penalty: 4764.721680
	Iteration 13Q: 3 clusters Score -1771853 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1771903.875000 Penalty: 4764.721680
	Iteration 14Q: 3 clusters Score -1771904 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1771953.250000 Penalty: 4764.721680
	Iteration 15Q: 3 clusters Score -1771953 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1771987.125000 Penalty: 4764.721680
	Iteration 16Q: 3 clusters Score -1771987 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1772011.500000 Penalty: 4764.721680
	Iteration 17Q: 3 clusters Score -1772012 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1772032.750000 Penalty: 4764.721680
	Iteration 18Q: 3 clusters Score -1772033 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1772050.375000 Penalty: 4764.721680
	Iteration 19Q: 3 clusters Score -1772050 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1772069.750000 Penalty: 4764.721680
	Iteration 20F: 3 clusters Score -1772070 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1772086.375000 Penalty: 4764.721680
	Iteration 21Q: 3 clusters Score -1772086 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1772098.250000 Penalty: 4764.721680
	Iteration 22Q: 3 clusters Score -1772098 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1772111.000000 Penalty: 4764.721680
	Iteration 23Q: 3 clusters Score -1772111 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1772116.375000 Penalty: 4764.721680
	Iteration 24Q: 3 clusters Score -1772116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1772130.625000 Penalty: 4764.721680
	Iteration 25Q: 3 clusters Score -1772131 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1772136.000000 Penalty: 4764.721680
	Iteration 26Q: 3 clusters Score -1772136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1772139.500000 Penalty: 4764.721680
	Iteration 27Q: 3 clusters Score -1772140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1772151.250000 Penalty: 4764.721680
	Iteration 28Q: 3 clusters Score -1772151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1772155.625000 Penalty: 4764.721680
	Iteration 29Q: 3 clusters Score -1772156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1772160.625000 Penalty: 4764.721680
	Iteration 30Q: 3 clusters Score -1772161 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1772161.875000 Penalty: 4764.721680
	Iteration 31Q: 3 clusters Score -1772162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1772167.875000 Penalty: 4764.721680
	Iteration 32Q: 3 clusters Score -1772168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1772176.250000 Penalty: 4764.721680
	Iteration 33Q: 3 clusters Score -1772176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1772179.125000 Penalty: 4764.721680
	Iteration 34Q: 3 clusters Score -1772179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1772181.500000 Penalty: 4764.721680
	Iteration 35Q: 3 clusters Score -1772182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1772177.000000 Penalty: 4764.721680
	Iteration 36Q: 3 clusters Score -1772177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1772182.750000 Penalty: 4764.721680
	Iteration 37Q: 3 clusters Score -1772183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1772181.000000 Penalty: 4764.721680
	Iteration 38Q: 3 clusters Score -1772181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1772186.500000 Penalty: 4764.721680
	Iteration 39Q: 3 clusters Score -1772186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1772185.750000 Penalty: 4764.721680
	Iteration 40F: 3 clusters Score -1772186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1772185.500000 Penalty: 4764.721680
	Iteration 41Q: 3 clusters Score -1772186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1772183.000000 Penalty: 4764.721680
	Iteration 42Q: 3 clusters Score -1772183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1772184.250000 Penalty: 4764.721680
	Iteration 43Q: 3 clusters Score -1772184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1772183.875000 Penalty: 4764.721680
	Iteration 44Q: 3 clusters Score -1772184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1772182.125000 Penalty: 4764.721680
	Iteration 45Q: 3 clusters Score -1772182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1772183.625000 Penalty: 4764.721680
	Iteration 46Q: 3 clusters Score -1772184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1772184.000000 Penalty: 4764.721680
	Iteration 47Q: 3 clusters Score -1772184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1772184.000000 Penalty: 4764.721680
	Iteration 48Q: 3 clusters Score -1772184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1772182.250000 Penalty: 4764.721680
	Iteration 49Q: 3 clusters Score -1772182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1772181.375000 Penalty: 4764.721680
	Iteration 50Q: 3 clusters Score -1772181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1772184.750000 Penalty: 4764.721680
	Iteration 51Q: 3 clusters Score -1772185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1772183.375000 Penalty: 4764.721680
	Iteration 52Q: 3 clusters Score -1772183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1772186.750000 Penalty: 4764.721680
	Iteration 53Q: 3 clusters Score -1772187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1772188.500000 Penalty: 4764.721680
	Iteration 54Q: 3 clusters Score -1772188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1772186.000000 Penalty: 4764.721680
	Iteration 55Q: 3 clusters Score -1772186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1772192.250000 Penalty: 4764.721680
	Iteration 56Q: 3 clusters Score -1772192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1772191.125000 Penalty: 4764.721680
	Iteration 57Q: 3 clusters Score -1772191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1772192.125000 Penalty: 4764.721680
	Iteration 58Q: 3 clusters Score -1772192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1772191.750000 Penalty: 4764.721680
	Iteration 59Q: 3 clusters Score -1772192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1772191.750000 Penalty: 4764.721680
	Iteration 60F: 3 clusters Score -1772192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1772189.125000 Penalty: 4764.721680
	Iteration 61Q: 3 clusters Score -1772189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1772191.000000 Penalty: 4764.721680
	Iteration 62Q: 3 clusters Score -1772191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1772192.375000 Penalty: 4764.721680
	Iteration 63Q: 3 clusters Score -1772192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1772194.375000 Penalty: 4764.721680
	Iteration 64Q: 3 clusters Score -1772194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1772192.000000 Penalty: 4764.721680
	Iteration 65Q: 3 clusters Score -1772192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1772197.500000 Penalty: 4764.721680
	Iteration 66Q: 3 clusters Score -1772198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1772200.625000 Penalty: 4764.721680
	Iteration 67Q: 3 clusters Score -1772201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1772203.125000 Penalty: 4764.721680
	Iteration 68Q: 3 clusters Score -1772203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1772208.375000 Penalty: 4764.721680
	Iteration 69Q: 3 clusters Score -1772208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1772209.250000 Penalty: 4764.721680
	Iteration 70Q: 3 clusters Score -1772209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1772212.250000 Penalty: 4764.721680
	Iteration 71Q: 3 clusters Score -1772212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1772210.750000 Penalty: 4764.721680
	Iteration 72Q: 3 clusters Score -1772211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1772212.375000 Penalty: 4764.721680
	Iteration 73Q: 3 clusters Score -1772212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1772216.375000 Penalty: 4764.721680
	Iteration 74Q: 3 clusters Score -1772216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1772218.625000 Penalty: 4764.721680
	Iteration 75Q: 3 clusters Score -1772219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1772219.875000 Penalty: 4764.721680
	Iteration 76Q: 3 clusters Score -1772220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1772224.125000 Penalty: 4764.721680
	Iteration 77Q: 3 clusters Score -1772224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1772229.625000 Penalty: 4764.721680
	Iteration 78Q: 3 clusters Score -1772230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1772232.250000 Penalty: 4764.721680
	Iteration 79Q: 3 clusters Score -1772232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1772232.250000 Penalty: 4764.721680
	Iteration 80F: 3 clusters Score -1772232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1772236.125000 Penalty: 4764.721680
	Iteration 81Q: 3 clusters Score -1772236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1772236.250000 Penalty: 4764.721680
	Iteration 82Q: 3 clusters Score -1772236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1772234.000000 Penalty: 4764.721680
	Iteration 83Q: 3 clusters Score -1772234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1772238.375000 Penalty: 4764.721680
	Iteration 84Q: 3 clusters Score -1772238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1772237.125000 Penalty: 4764.721680
	Iteration 85Q: 3 clusters Score -1772237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1772235.250000 Penalty: 4764.721680
	Iteration 86Q: 3 clusters Score -1772235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1772234.500000 Penalty: 4764.721680
	Iteration 87Q: 3 clusters Score -1772234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1772233.750000 Penalty: 4764.721680
	Iteration 88Q: 3 clusters Score -1772234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1772231.500000 Penalty: 4764.721680
	Iteration 89Q: 3 clusters Score -1772232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1772232.000000 Penalty: 4764.721680
	Iteration 90Q: 3 clusters Score -1772232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1772231.750000 Penalty: 4764.721680
	Iteration 91Q: 3 clusters Score -1772232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1772233.000000 Penalty: 4764.721680
	Iteration 92Q: 3 clusters Score -1772233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1772233.000000 Penalty: 4764.721680
	Iteration 93F: 3 clusters Score -1772233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Entering Unmasked Estep 
Score: -299713.031250 Penalty: 1976.486572
	Iteration 0F: 2 clusters Score -299713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -296517.125000 Penalty: 3952.973145
	Iteration 0F: 3 clusters Score -296517.1 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -297204.406250 Penalty: 3952.973145
	Iteration 1F: 3 clusters Score -297204.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -297495.531250 Penalty: 3952.973145
	Iteration 2F: 3 clusters Score -297495.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -297747.906250 Penalty: 3952.973145
	Iteration 3F: 3 clusters Score -297747.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -298010.250000 Penalty: 3952.973145
	Iteration 4F: 3 clusters Score -298010.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -298267.093750 Penalty: 3952.973145
	Iteration 5F: 3 clusters Score -298267.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -298439.125000 Penalty: 3952.973145
	Iteration 6F: 3 clusters Score -298439.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -298586.843750 Penalty: 3952.973145
	Iteration 7F: 3 clusters Score -298586.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -298695.906250 Penalty: 3952.973145
	Iteration 8Q: 3 clusters Score -298695.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -298769.406250 Penalty: 3952.973145
	Iteration 9Q: 3 clusters Score -298769.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -298812.937500 Penalty: 3952.973145
	Iteration 10Q: 3 clusters Score -298812.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -298846.156250 Penalty: 3952.973145
	Iteration 11Q: 3 clusters Score -298846.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -298866.250000 Penalty: 3952.973145
	Iteration 12Q: 3 clusters Score -298866.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -298887.312500 Penalty: 3952.973145
	Iteration 13Q: 3 clusters Score -298887.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -298894.562500 Penalty: 3952.973145
	Iteration 14Q: 3 clusters Score -298894.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -298898.843750 Penalty: 3952.973145
	Iteration 15Q: 3 clusters Score -298898.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -298901.250000 Penalty: 3952.973145
	Iteration 16Q: 3 clusters Score -298901.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -298902.687500 Penalty: 3952.973145
	Iteration 17Q: 3 clusters Score -298902.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -298904.687500 Penalty: 3952.973145
	Iteration 18Q: 3 clusters Score -298904.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -298904.531250 Penalty: 3952.973145
	Iteration 19Q: 3 clusters Score -298904.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -298904.531250 Penalty: 3952.973145
	Iteration 20F: 3 clusters Score -298904.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (195823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195823 members 
Entering Unmasked Estep 
Score: -24494218.000000 Penalty: 3021.871582
	Iteration 0F: 2 clusters Score -2.449422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97610 members 
Mstep: Class 2 contains 98213 members 
Entering Unmasked Estep 
Score: -24368980.000000 Penalty: 6043.743164
	Iteration 0F: 3 clusters Score -2.436898e+07 nChanged 94335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93483 members 
Mstep: Class 2 contains 102340 members 
Entering Unmasked Estep 
Score: -24424956.000000 Penalty: 6043.743164
	Iteration 1F: 3 clusters Score -2.442496e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91410 members 
Mstep: Class 2 contains 104413 members 
Entering Unmasked Estep 
Score: -24426652.000000 Penalty: 6043.743164
	Iteration 2Q: 3 clusters Score -2.442665e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88350 members 
Mstep: Class 2 contains 107473 members 
Entering Unmasked Estep 
Score: -24428728.000000 Penalty: 6043.743164
	Iteration 3Q: 3 clusters Score -2.442873e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83899 members 
Mstep: Class 2 contains 111924 members 
Entering Unmasked Estep 
Score: -24431698.000000 Penalty: 6043.743164
	Iteration 4Q: 3 clusters Score -2.44317e+07 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77609 members 
Mstep: Class 2 contains 118214 members 
Entering Unmasked Estep 
Score: -24436128.000000 Penalty: 6043.743164
	Iteration 5Q: 3 clusters Score -2.443613e+07 nChanged 10438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69149 members 
Mstep: Class 2 contains 126674 members 
Entering Unmasked Estep 
Score: -24442760.000000 Penalty: 6043.743164
	Iteration 6F: 3 clusters Score -2.444276e+07 nChanged 12064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 137086 members 
Entering Unmasked Estep 
Score: -24451504.000000 Penalty: 6043.743164
	Iteration 7F: 3 clusters Score -2.44515e+07 nChanged 12605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 148403 members 
Entering Unmasked Estep 
Score: -24461952.000000 Penalty: 6043.743164
	Iteration 8F: 3 clusters Score -2.446195e+07 nChanged 11896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 159357 members 
Entering Unmasked Estep 
Score: -24471540.000000 Penalty: 6043.743164
	Iteration 9F: 3 clusters Score -2.447154e+07 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 168556 members 
Entering Unmasked Estep 
Score: -24478350.000000 Penalty: 6043.743164
	Iteration 10Q: 3 clusters Score -2.447835e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 175682 members 
Entering Unmasked Estep 
Score: -24482746.000000 Penalty: 6043.743164
	Iteration 11Q: 3 clusters Score -2.448275e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 181001 members 
Entering Unmasked Estep 
Score: -24485804.000000 Penalty: 6043.743164
	Iteration 12Q: 3 clusters Score -2.44858e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 184842 members 
Entering Unmasked Estep 
Score: -24487780.000000 Penalty: 6043.743164
	Iteration 13Q: 3 clusters Score -2.448778e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 187635 members 
Entering Unmasked Estep 
Score: -24489100.000000 Penalty: 6043.743164
	Iteration 14Q: 3 clusters Score -2.44891e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 189567 members 
Entering Unmasked Estep 
Score: -24489896.000000 Penalty: 6043.743164
	Iteration 15Q: 3 clusters Score -2.44899e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 190924 members 
Entering Unmasked Estep 
Score: -24490448.000000 Penalty: 6043.743164
	Iteration 16Q: 3 clusters Score -2.449045e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 191911 members 
Entering Unmasked Estep 
Score: -24490880.000000 Penalty: 6043.743164
	Iteration 17Q: 3 clusters Score -2.449088e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 192578 members 
Entering Unmasked Estep 
Score: -24491190.000000 Penalty: 6043.743164
	Iteration 18Q: 3 clusters Score -2.449119e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 193072 members 
Entering Unmasked Estep 
Score: -24491364.000000 Penalty: 6043.743164
	Iteration 19Q: 3 clusters Score -2.449136e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 193417 members 
Entering Unmasked Estep 
Score: -24491466.000000 Penalty: 6043.743164
	Iteration 20F: 3 clusters Score -2.449147e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 193686 members 
Entering Unmasked Estep 
Score: -24491554.000000 Penalty: 6043.743164
	Iteration 21Q: 3 clusters Score -2.449155e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 193854 members 
Entering Unmasked Estep 
Score: -24491556.000000 Penalty: 6043.743164
	Iteration 22Q: 3 clusters Score -2.449156e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 193981 members 
Entering Unmasked Estep 
Score: -24491572.000000 Penalty: 6043.743164
	Iteration 23Q: 3 clusters Score -2.449157e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 194081 members 
Entering Unmasked Estep 
Score: -24491630.000000 Penalty: 6043.743164
	Iteration 24Q: 3 clusters Score -2.449163e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 194133 members 
Entering Unmasked Estep 
Score: -24491618.000000 Penalty: 6043.743164
	Iteration 25Q: 3 clusters Score -2.449162e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 194189 members 
Entering Unmasked Estep 
Score: -24491652.000000 Penalty: 6043.743164
	Iteration 26Q: 3 clusters Score -2.449165e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 194241 members 
Entering Unmasked Estep 
Score: -24491662.000000 Penalty: 6043.743164
	Iteration 27Q: 3 clusters Score -2.449166e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 194283 members 
Entering Unmasked Estep 
Score: -24491726.000000 Penalty: 6043.743164
	Iteration 28Q: 3 clusters Score -2.449173e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 194328 members 
Entering Unmasked Estep 
Score: -24491774.000000 Penalty: 6043.743164
	Iteration 29Q: 3 clusters Score -2.449177e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 194364 members 
Entering Unmasked Estep 
Score: -24491798.000000 Penalty: 6043.743164
	Iteration 30Q: 3 clusters Score -2.44918e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 194396 members 
Entering Unmasked Estep 
Score: -24491806.000000 Penalty: 6043.743164
	Iteration 31Q: 3 clusters Score -2.449181e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 194428 members 
Entering Unmasked Estep 
Score: -24491802.000000 Penalty: 6043.743164
	Iteration 32Q: 3 clusters Score -2.44918e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 194446 members 
Entering Unmasked Estep 
Score: -24491808.000000 Penalty: 6043.743164
	Iteration 33Q: 3 clusters Score -2.449181e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 194456 members 
Entering Unmasked Estep 
Score: -24491810.000000 Penalty: 6043.743164
	Iteration 34Q: 3 clusters Score -2.449181e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 194466 members 
Entering Unmasked Estep 
Score: -24491820.000000 Penalty: 6043.743164
	Iteration 35Q: 3 clusters Score -2.449182e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 194480 members 
Entering Unmasked Estep 
Score: -24491828.000000 Penalty: 6043.743164
	Iteration 36Q: 3 clusters Score -2.449183e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 194496 members 
Entering Unmasked Estep 
Score: -24491834.000000 Penalty: 6043.743164
	Iteration 37Q: 3 clusters Score -2.449183e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 194507 members 
Entering Unmasked Estep 
Score: -24491852.000000 Penalty: 6043.743164
	Iteration 38Q: 3 clusters Score -2.449185e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 194514 members 
Entering Unmasked Estep 
Score: -24491848.000000 Penalty: 6043.743164
	Iteration 39Q: 3 clusters Score -2.449185e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 194514 members 
Entering Unmasked Estep 
Score: -24491852.000000 Penalty: 6043.743164
	Iteration 40F: 3 clusters Score -2.449185e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 194523 members 
Entering Unmasked Estep 
Score: -24491862.000000 Penalty: 6043.743164
	Iteration 41Q: 3 clusters Score -2.449186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 194524 members 
Entering Unmasked Estep 
Score: -24491858.000000 Penalty: 6043.743164
	Iteration 42Q: 3 clusters Score -2.449186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 194523 members 
Entering Unmasked Estep 
Score: -24491866.000000 Penalty: 6043.743164
	Iteration 43Q: 3 clusters Score -2.449187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 194523 members 
Entering Unmasked Estep 
Score: -24491862.000000 Penalty: 6043.743164
	Iteration 44Q: 3 clusters Score -2.449186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 194526 members 
Entering Unmasked Estep 
Score: -24491874.000000 Penalty: 6043.743164
	Iteration 45Q: 3 clusters Score -2.449187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 194525 members 
Entering Unmasked Estep 
Score: -24491870.000000 Penalty: 6043.743164
	Iteration 46Q: 3 clusters Score -2.449187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 194525 members 
Entering Unmasked Estep 
Score: -24491888.000000 Penalty: 6043.743164
	Iteration 47Q: 3 clusters Score -2.449189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 194526 members 
Entering Unmasked Estep 
Score: -24491906.000000 Penalty: 6043.743164
	Iteration 48Q: 3 clusters Score -2.449191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 194529 members 
Entering Unmasked Estep 
Score: -24491894.000000 Penalty: 6043.743164
	Iteration 49Q: 3 clusters Score -2.449189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 194533 members 
Entering Unmasked Estep 
Score: -24491896.000000 Penalty: 6043.743164
	Iteration 50Q: 3 clusters Score -2.44919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 194536 members 
Entering Unmasked Estep 
Score: -24491880.000000 Penalty: 6043.743164
	Iteration 51Q: 3 clusters Score -2.449188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 194537 members 
Entering Unmasked Estep 
Score: -24491890.000000 Penalty: 6043.743164
	Iteration 52Q: 3 clusters Score -2.449189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 194539 members 
Entering Unmasked Estep 
Score: -24491874.000000 Penalty: 6043.743164
	Iteration 53Q: 3 clusters Score -2.449187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 194543 members 
Entering Unmasked Estep 
Score: -24491894.000000 Penalty: 6043.743164
	Iteration 54Q: 3 clusters Score -2.449189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 194553 members 
Entering Unmasked Estep 
Score: -24491906.000000 Penalty: 6043.743164
	Iteration 55Q: 3 clusters Score -2.449191e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 194559 members 
Entering Unmasked Estep 
Score: -24491912.000000 Penalty: 6043.743164
	Iteration 56Q: 3 clusters Score -2.449191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 194562 members 
Entering Unmasked Estep 
Score: -24491922.000000 Penalty: 6043.743164
	Iteration 57Q: 3 clusters Score -2.449192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 194566 members 
Entering Unmasked Estep 
Score: -24491920.000000 Penalty: 6043.743164
	Iteration 58Q: 3 clusters Score -2.449192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 194568 members 
Entering Unmasked Estep 
Score: -24491918.000000 Penalty: 6043.743164
	Iteration 59Q: 3 clusters Score -2.449192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 194566 members 
Entering Unmasked Estep 
Score: -24491914.000000 Penalty: 6043.743164
	Iteration 60F: 3 clusters Score -2.449191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 194566 members 
Entering Unmasked Estep 
Score: -24491926.000000 Penalty: 6043.743164
	Iteration 61Q: 3 clusters Score -2.449193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 194566 members 
Entering Unmasked Estep 
Score: -24491916.000000 Penalty: 6043.743164
	Iteration 62Q: 3 clusters Score -2.449192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 194564 members 
Entering Unmasked Estep 
Score: -24491932.000000 Penalty: 6043.743164
	Iteration 63Q: 3 clusters Score -2.449193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 194566 members 
Entering Unmasked Estep 
Score: -24491924.000000 Penalty: 6043.743164
	Iteration 64Q: 3 clusters Score -2.449192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 194568 members 
Entering Unmasked Estep 
Score: -24491928.000000 Penalty: 6043.743164
	Iteration 65Q: 3 clusters Score -2.449193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 194571 members 
Entering Unmasked Estep 
Score: -24491936.000000 Penalty: 6043.743164
	Iteration 66Q: 3 clusters Score -2.449194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 194569 members 
Entering Unmasked Estep 
Score: -24491930.000000 Penalty: 6043.743164
	Iteration 67Q: 3 clusters Score -2.449193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 194571 members 
Entering Unmasked Estep 
Score: -24491922.000000 Penalty: 6043.743164
	Iteration 68Q: 3 clusters Score -2.449192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 194573 members 
Entering Unmasked Estep 
Score: -24491924.000000 Penalty: 6043.743164
	Iteration 69Q: 3 clusters Score -2.449192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 194575 members 
Entering Unmasked Estep 
Score: -24491928.000000 Penalty: 6043.743164
	Iteration 70Q: 3 clusters Score -2.449193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 194575 members 
Entering Unmasked Estep 
Score: -24491928.000000 Penalty: 6043.743164
	Iteration 71Q: 3 clusters Score -2.449193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 194577 members 
Entering Unmasked Estep 
Score: -24491930.000000 Penalty: 6043.743164
	Iteration 72Q: 3 clusters Score -2.449193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 194578 members 
Entering Unmasked Estep 
Score: -24491932.000000 Penalty: 6043.743164
	Iteration 73Q: 3 clusters Score -2.449193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 194574 members 
Entering Unmasked Estep 
Score: -24491920.000000 Penalty: 6043.743164
	Iteration 74Q: 3 clusters Score -2.449192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 194575 members 
Entering Unmasked Estep 
Score: -24491924.000000 Penalty: 6043.743164
	Iteration 75Q: 3 clusters Score -2.449192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 194572 members 
Entering Unmasked Estep 
Score: -24491930.000000 Penalty: 6043.743164
	Iteration 76Q: 3 clusters Score -2.449193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 194573 members 
Entering Unmasked Estep 
Score: -24491930.000000 Penalty: 6043.743164
	Iteration 77Q: 3 clusters Score -2.449193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 194571 members 
Entering Unmasked Estep 
Score: -24491924.000000 Penalty: 6043.743164
	Iteration 78Q: 3 clusters Score -2.449192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 194572 members 
Entering Unmasked Estep 
Score: -24491928.000000 Penalty: 6043.743164
	Iteration 79Q: 3 clusters Score -2.449193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 194575 members 
Entering Unmasked Estep 
Score: -24491948.000000 Penalty: 6043.743164
	Iteration 80F: 3 clusters Score -2.449195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 194577 members 
Entering Unmasked Estep 
Score: -24491928.000000 Penalty: 6043.743164
	Iteration 81Q: 3 clusters Score -2.449193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 194579 members 
Entering Unmasked Estep 
Score: -24491928.000000 Penalty: 6043.743164
	Iteration 82Q: 3 clusters Score -2.449193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 194578 members 
Entering Unmasked Estep 
Score: -24491936.000000 Penalty: 6043.743164
	Iteration 83Q: 3 clusters Score -2.449194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 194576 members 
Entering Unmasked Estep 
Score: -24491942.000000 Penalty: 6043.743164
	Iteration 84Q: 3 clusters Score -2.449194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 194576 members 
Entering Unmasked Estep 
Score: -24491942.000000 Penalty: 6043.743164
	Iteration 85Q: 3 clusters Score -2.449194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 194577 members 
Entering Unmasked Estep 
Score: -24491924.000000 Penalty: 6043.743164
	Iteration 86Q: 3 clusters Score -2.449192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 194579 members 
Entering Unmasked Estep 
Score: -24491942.000000 Penalty: 6043.743164
	Iteration 87Q: 3 clusters Score -2.449194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 194580 members 
Entering Unmasked Estep 
Score: -24491950.000000 Penalty: 6043.743164
	Iteration 88Q: 3 clusters Score -2.449195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 194582 members 
Entering Unmasked Estep 
Score: -24491924.000000 Penalty: 6043.743164
	Iteration 89Q: 3 clusters Score -2.449192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 194582 members 
Entering Unmasked Estep 
Score: -24491930.000000 Penalty: 6043.743164
	Iteration 90Q: 3 clusters Score -2.449193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 194584 members 
Entering Unmasked Estep 
Score: -24491946.000000 Penalty: 6043.743164
	Iteration 91Q: 3 clusters Score -2.449195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 194582 members 
Entering Unmasked Estep 
Score: -24491950.000000 Penalty: 6043.743164
	Iteration 92Q: 3 clusters Score -2.449195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 194582 members 
Entering Unmasked Estep 
Score: -24491950.000000 Penalty: 6043.743164
	Iteration 93F: 3 clusters Score -2.449195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (75704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75704 members 
Entering Unmasked Estep 
Score: -9172977.000000 Penalty: 2786.177490
	Iteration 0F: 2 clusters Score -9172977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -9122191.000000 Penalty: 5572.354980
	Iteration 0F: 3 clusters Score -9122191 nChanged 35374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -9141886.000000 Penalty: 5572.354980
	Iteration 1F: 3 clusters Score -9141886 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -9142718.000000 Penalty: 5572.354980
	Iteration 2Q: 3 clusters Score -9142718 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -9143901.000000 Penalty: 5572.354980
	Iteration 3Q: 3 clusters Score -9143901 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -9145503.000000 Penalty: 5572.354980
	Iteration 4Q: 3 clusters Score -9145503 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -9148178.000000 Penalty: 5572.354980
	Iteration 5F: 3 clusters Score -9148178 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -9152393.000000 Penalty: 5572.354980
	Iteration 6F: 3 clusters Score -9152393 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63217 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -9158252.000000 Penalty: 5572.354980
	Iteration 7F: 3 clusters Score -9158252 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69230 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -9164185.000000 Penalty: 5572.354980
	Iteration 8F: 3 clusters Score -9164185 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -9167867.000000 Penalty: 5572.354980
	Iteration 9F: 3 clusters Score -9167867 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74739 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9169560.000000 Penalty: 5572.354980
	Iteration 10Q: 3 clusters Score -9169560 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75301 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9170126.000000 Penalty: 5572.354980
	Iteration 11Q: 3 clusters Score -9170126 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75452 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9170332.000000 Penalty: 5572.354980
	Iteration 12Q: 3 clusters Score -9170332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75500 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9170406.000000 Penalty: 5572.354980
	Iteration 13Q: 3 clusters Score -9170406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75508 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9170449.000000 Penalty: 5572.354980
	Iteration 14Q: 3 clusters Score -9170449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75518 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9170469.000000 Penalty: 5572.354980
	Iteration 15Q: 3 clusters Score -9170469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75523 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -9170486.000000 Penalty: 5572.354980
	Iteration 16Q: 3 clusters Score -9170486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75526 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9170490.000000 Penalty: 5572.354980
	Iteration 17Q: 3 clusters Score -9170490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75527 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9170490.000000 Penalty: 5572.354980
	Iteration 18Q: 3 clusters Score -9170490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75526 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9170493.000000 Penalty: 5572.354980
	Iteration 19Q: 3 clusters Score -9170493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75527 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9170496.000000 Penalty: 5572.354980
	Iteration 20F: 3 clusters Score -9170496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Entering Unmasked Estep 
Score: -4034862.000000 Penalty: 2572.168213
	Iteration 0F: 2 clusters Score -4034862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -4013157.500000 Penalty: 5144.336426
	Iteration 0F: 3 clusters Score -4013158 nChanged 14420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -4021032.250000 Penalty: 5144.336426
	Iteration 1F: 3 clusters Score -4021032 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -4021587.750000 Penalty: 5144.336426
	Iteration 2Q: 3 clusters Score -4021588 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -4022142.500000 Penalty: 5144.336426
	Iteration 3Q: 3 clusters Score -4022142 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -4022877.750000 Penalty: 5144.336426
	Iteration 4Q: 3 clusters Score -4022878 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -4023953.000000 Penalty: 5144.336426
	Iteration 5F: 3 clusters Score -4023953 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -4025368.000000 Penalty: 5144.336426
	Iteration 6F: 3 clusters Score -4025368 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -4027127.250000 Penalty: 5144.336426
	Iteration 7F: 3 clusters Score -4027127 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -4028914.250000 Penalty: 5144.336426
	Iteration 8F: 3 clusters Score -4028914 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -4030255.500000 Penalty: 5144.336426
	Iteration 9F: 3 clusters Score -4030256 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -4031149.000000 Penalty: 5144.336426
	Iteration 10Q: 3 clusters Score -4031149 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -4031750.500000 Penalty: 5144.336426
	Iteration 11Q: 3 clusters Score -4031750 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -4032122.250000 Penalty: 5144.336426
	Iteration 12Q: 3 clusters Score -4032122 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -4032406.500000 Penalty: 5144.336426
	Iteration 13Q: 3 clusters Score -4032406 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -4032574.500000 Penalty: 5144.336426
	Iteration 14Q: 3 clusters Score -4032574 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -4032717.500000 Penalty: 5144.336426
	Iteration 15Q: 3 clusters Score -4032718 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -4032826.500000 Penalty: 5144.336426
	Iteration 16Q: 3 clusters Score -4032826 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -4032886.250000 Penalty: 5144.336426
	Iteration 17Q: 3 clusters Score -4032886 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -4032933.750000 Penalty: 5144.336426
	Iteration 18Q: 3 clusters Score -4032934 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -4032970.000000 Penalty: 5144.336426
	Iteration 19Q: 3 clusters Score -4032970 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -4032999.000000 Penalty: 5144.336426
	Iteration 20F: 3 clusters Score -4032999 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -4033034.250000 Penalty: 5144.336426
	Iteration 21Q: 3 clusters Score -4033034 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -4033078.250000 Penalty: 5144.336426
	Iteration 22Q: 3 clusters Score -4033078 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -4033109.750000 Penalty: 5144.336426
	Iteration 23Q: 3 clusters Score -4033110 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -4033123.500000 Penalty: 5144.336426
	Iteration 24Q: 3 clusters Score -4033124 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -4033148.750000 Penalty: 5144.336426
	Iteration 25Q: 3 clusters Score -4033149 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -4033166.750000 Penalty: 5144.336426
	Iteration 26Q: 3 clusters Score -4033167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -4033171.750000 Penalty: 5144.336426
	Iteration 27Q: 3 clusters Score -4033172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -4033170.500000 Penalty: 5144.336426
	Iteration 28Q: 3 clusters Score -4033170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -4033181.750000 Penalty: 5144.336426
	Iteration 29Q: 3 clusters Score -4033182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -4033187.000000 Penalty: 5144.336426
	Iteration 30Q: 3 clusters Score -4033187 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -4033187.000000 Penalty: 5144.336426
	Iteration 31Q: 3 clusters Score -4033187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -4033184.000000 Penalty: 5144.336426
	Iteration 32Q: 3 clusters Score -4033184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -4033194.500000 Penalty: 5144.336426
	Iteration 33Q: 3 clusters Score -4033194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -4033193.500000 Penalty: 5144.336426
	Iteration 34Q: 3 clusters Score -4033194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -4033198.250000 Penalty: 5144.336426
	Iteration 35Q: 3 clusters Score -4033198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -4033193.250000 Penalty: 5144.336426
	Iteration 36Q: 3 clusters Score -4033193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -4033193.500000 Penalty: 5144.336426
	Iteration 37Q: 3 clusters Score -4033194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -4033193.500000 Penalty: 5144.336426
	Iteration 38Q: 3 clusters Score -4033194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -4033193.000000 Penalty: 5144.336426
	Iteration 39Q: 3 clusters Score -4033193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -4033196.000000 Penalty: 5144.336426
	Iteration 40F: 3 clusters Score -4033196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -4033196.500000 Penalty: 5144.336426
	Iteration 41Q: 3 clusters Score -4033196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -4033197.250000 Penalty: 5144.336426
	Iteration 42Q: 3 clusters Score -4033197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -4033197.250000 Penalty: 5144.336426
	Iteration 43F: 3 clusters Score -4033197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -126397.835938 Penalty: 1734.722900
	Iteration 0F: 2 clusters Score -126397.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -124357.343750 Penalty: 3469.445801
	Iteration 0F: 3 clusters Score -124357.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -124644.390625 Penalty: 3469.445801
	Iteration 1F: 3 clusters Score -124644.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -124740.414062 Penalty: 3469.445801
	Iteration 2F: 3 clusters Score -124740.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -124789.695312 Penalty: 3469.445801
	Iteration 3Q: 3 clusters Score -124789.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -124809.531250 Penalty: 3469.445801
	Iteration 4Q: 3 clusters Score -124809.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -124824.000000 Penalty: 3469.445801
	Iteration 5Q: 3 clusters Score -124824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -124832.609375 Penalty: 3469.445801
	Iteration 6Q: 3 clusters Score -124832.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -124841.804688 Penalty: 3469.445801
	Iteration 7Q: 3 clusters Score -124841.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -124846.359375 Penalty: 3469.445801
	Iteration 8Q: 3 clusters Score -124846.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -124852.867188 Penalty: 3469.445801
	Iteration 9Q: 3 clusters Score -124852.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -124863.539062 Penalty: 3469.445801
	Iteration 10Q: 3 clusters Score -124863.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -124876.476562 Penalty: 3469.445801
	Iteration 11Q: 3 clusters Score -124876.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -124886.554688 Penalty: 3469.445801
	Iteration 12Q: 3 clusters Score -124886.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -124892.156250 Penalty: 3469.445801
	Iteration 13Q: 3 clusters Score -124892.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -124892.773438 Penalty: 3469.445801
	Iteration 14Q: 3 clusters Score -124892.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -124892.773438 Penalty: 3469.445801
	Iteration 15F: 3 clusters Score -124892.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -83669.531250 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -83669.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -81941.625000 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -81941.62 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82192.578125 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -82192.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -82318.375000 Penalty: 3266.741211
	Iteration 2Q: 3 clusters Score -82318.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82375.843750 Penalty: 3266.741211
	Iteration 3Q: 3 clusters Score -82375.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -82408.210938 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -82408.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -82431.242188 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -82431.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -82462.015625 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -82462.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -82488.796875 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -82488.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -82503.164062 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -82503.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -82512.546875 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -82512.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -82522.039062 Penalty: 3266.741211
	Iteration 10Q: 3 clusters Score -82522.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -82527.882812 Penalty: 3266.741211
	Iteration 11Q: 3 clusters Score -82527.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -82531.593750 Penalty: 3266.741211
	Iteration 12Q: 3 clusters Score -82531.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -82538.820312 Penalty: 3266.741211
	Iteration 13Q: 3 clusters Score -82538.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82552.976562 Penalty: 3266.741211
	Iteration 14Q: 3 clusters Score -82552.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -82564.601562 Penalty: 3266.741211
	Iteration 15Q: 3 clusters Score -82564.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -82568.859375 Penalty: 3266.741211
	Iteration 16Q: 3 clusters Score -82568.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -82574.296875 Penalty: 3266.741211
	Iteration 17Q: 3 clusters Score -82574.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -82578.304688 Penalty: 3266.741211
	Iteration 18Q: 3 clusters Score -82578.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -82583.414062 Penalty: 3266.741211
	Iteration 19Q: 3 clusters Score -82583.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -82588.328125 Penalty: 3266.741211
	Iteration 20F: 3 clusters Score -82588.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -82598.007812 Penalty: 3266.741211
	Iteration 21Q: 3 clusters Score -82598.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -82614.781250 Penalty: 3266.741211
	Iteration 22Q: 3 clusters Score -82614.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -82617.132812 Penalty: 3266.741211
	Iteration 23Q: 3 clusters Score -82617.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -82619.375000 Penalty: 3266.741211
	Iteration 24Q: 3 clusters Score -82619.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -82624.453125 Penalty: 3266.741211
	Iteration 25Q: 3 clusters Score -82624.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -82626.562500 Penalty: 3266.741211
	Iteration 26Q: 3 clusters Score -82626.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -82626.562500 Penalty: 3266.741211
	Iteration 27F: 3 clusters Score -82626.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Entering Unmasked Estep 
Score: -2977811.750000 Penalty: 2507.726807
	Iteration 0F: 2 clusters Score -2977812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2960896.750000 Penalty: 5015.453613
	Iteration 0F: 3 clusters Score -2960897 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2967122.250000 Penalty: 5015.453613
	Iteration 1F: 3 clusters Score -2967122 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2967826.750000 Penalty: 5015.453613
	Iteration 2F: 3 clusters Score -2967827 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2968511.000000 Penalty: 5015.453613
	Iteration 3F: 3 clusters Score -2968511 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2969280.500000 Penalty: 5015.453613
	Iteration 4F: 3 clusters Score -2969280 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2970194.250000 Penalty: 5015.453613
	Iteration 5F: 3 clusters Score -2970194 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2971300.500000 Penalty: 5015.453613
	Iteration 6F: 3 clusters Score -2971300 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2972463.250000 Penalty: 5015.453613
	Iteration 7F: 3 clusters Score -2972463 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2973571.000000 Penalty: 5015.453613
	Iteration 8F: 3 clusters Score -2973571 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2974561.750000 Penalty: 5015.453613
	Iteration 9Q: 3 clusters Score -2974562 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2975311.250000 Penalty: 5015.453613
	Iteration 10Q: 3 clusters Score -2975311 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2975735.250000 Penalty: 5015.453613
	Iteration 11Q: 3 clusters Score -2975735 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2975974.750000 Penalty: 5015.453613
	Iteration 12Q: 3 clusters Score -2975975 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2976115.000000 Penalty: 5015.453613
	Iteration 13Q: 3 clusters Score -2976115 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2976226.500000 Penalty: 5015.453613
	Iteration 14Q: 3 clusters Score -2976226 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2976301.750000 Penalty: 5015.453613
	Iteration 15Q: 3 clusters Score -2976302 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2976349.000000 Penalty: 5015.453613
	Iteration 16Q: 3 clusters Score -2976349 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2976377.250000 Penalty: 5015.453613
	Iteration 17Q: 3 clusters Score -2976377 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2976415.000000 Penalty: 5015.453613
	Iteration 18Q: 3 clusters Score -2976415 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2976431.000000 Penalty: 5015.453613
	Iteration 19Q: 3 clusters Score -2976431 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2976439.250000 Penalty: 5015.453613
	Iteration 20F: 3 clusters Score -2976439 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2976454.000000 Penalty: 5015.453613
	Iteration 21Q: 3 clusters Score -2976454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2976473.750000 Penalty: 5015.453613
	Iteration 22Q: 3 clusters Score -2976474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2976481.500000 Penalty: 5015.453613
	Iteration 23Q: 3 clusters Score -2976482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2976490.250000 Penalty: 5015.453613
	Iteration 24Q: 3 clusters Score -2976490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2976497.250000 Penalty: 5015.453613
	Iteration 25Q: 3 clusters Score -2976497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2976500.750000 Penalty: 5015.453613
	Iteration 26Q: 3 clusters Score -2976501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2976501.000000 Penalty: 5015.453613
	Iteration 27Q: 3 clusters Score -2976501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2976501.750000 Penalty: 5015.453613
	Iteration 28Q: 3 clusters Score -2976502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2976504.750000 Penalty: 5015.453613
	Iteration 29Q: 3 clusters Score -2976505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2976504.500000 Penalty: 5015.453613
	Iteration 30Q: 3 clusters Score -2976504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2976506.250000 Penalty: 5015.453613
	Iteration 31Q: 3 clusters Score -2976506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2976510.500000 Penalty: 5015.453613
	Iteration 32Q: 3 clusters Score -2976510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2976512.250000 Penalty: 5015.453613
	Iteration 33Q: 3 clusters Score -2976512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2976516.500000 Penalty: 5015.453613
	Iteration 34Q: 3 clusters Score -2976516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2976519.250000 Penalty: 5015.453613
	Iteration 35Q: 3 clusters Score -2976519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2976524.000000 Penalty: 5015.453613
	Iteration 36Q: 3 clusters Score -2976524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2976527.000000 Penalty: 5015.453613
	Iteration 37Q: 3 clusters Score -2976527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2976526.000000 Penalty: 5015.453613
	Iteration 38Q: 3 clusters Score -2976526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2976527.000000 Penalty: 5015.453613
	Iteration 39Q: 3 clusters Score -2976527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2976524.750000 Penalty: 5015.453613
	Iteration 40F: 3 clusters Score -2976525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2976527.250000 Penalty: 5015.453613
	Iteration 41Q: 3 clusters Score -2976527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2976530.750000 Penalty: 5015.453613
	Iteration 42Q: 3 clusters Score -2976531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2976529.250000 Penalty: 5015.453613
	Iteration 43Q: 3 clusters Score -2976529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2976529.500000 Penalty: 5015.453613
	Iteration 44Q: 3 clusters Score -2976530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2976529.500000 Penalty: 5015.453613
	Iteration 45F: 3 clusters Score -2976530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Entering Unmasked Estep 
Score: -350309.375000 Penalty: 1992.588379
	Iteration 0F: 2 clusters Score -350309.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -347077.437500 Penalty: 3985.176758
	Iteration 0F: 3 clusters Score -347077.4 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -347799.437500 Penalty: 3985.176758
	Iteration 1F: 3 clusters Score -347799.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -348016.562500 Penalty: 3985.176758
	Iteration 2F: 3 clusters Score -348016.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -348155.156250 Penalty: 3985.176758
	Iteration 3F: 3 clusters Score -348155.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -348257.718750 Penalty: 3985.176758
	Iteration 4Q: 3 clusters Score -348257.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -348337.906250 Penalty: 3985.176758
	Iteration 5Q: 3 clusters Score -348337.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -348416.062500 Penalty: 3985.176758
	Iteration 6Q: 3 clusters Score -348416.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -348493.718750 Penalty: 3985.176758
	Iteration 7Q: 3 clusters Score -348493.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -348582.093750 Penalty: 3985.176758
	Iteration 8Q: 3 clusters Score -348582.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -348658.125000 Penalty: 3985.176758
	Iteration 9Q: 3 clusters Score -348658.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -348722.906250 Penalty: 3985.176758
	Iteration 10Q: 3 clusters Score -348722.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -348782.468750 Penalty: 3985.176758
	Iteration 11Q: 3 clusters Score -348782.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -348838.000000 Penalty: 3985.176758
	Iteration 12Q: 3 clusters Score -348838 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -348889.687500 Penalty: 3985.176758
	Iteration 13Q: 3 clusters Score -348889.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -348923.843750 Penalty: 3985.176758
	Iteration 14Q: 3 clusters Score -348923.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -348942.281250 Penalty: 3985.176758
	Iteration 15Q: 3 clusters Score -348942.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -348962.406250 Penalty: 3985.176758
	Iteration 16Q: 3 clusters Score -348962.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -348979.687500 Penalty: 3985.176758
	Iteration 17Q: 3 clusters Score -348979.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -348993.750000 Penalty: 3985.176758
	Iteration 18Q: 3 clusters Score -348993.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -349000.031250 Penalty: 3985.176758
	Iteration 19Q: 3 clusters Score -349000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -349010.375000 Penalty: 3985.176758
	Iteration 20F: 3 clusters Score -349010.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -349024.437500 Penalty: 3985.176758
	Iteration 21Q: 3 clusters Score -349024.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -349036.687500 Penalty: 3985.176758
	Iteration 22Q: 3 clusters Score -349036.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -349045.343750 Penalty: 3985.176758
	Iteration 23Q: 3 clusters Score -349045.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -349047.468750 Penalty: 3985.176758
	Iteration 24Q: 3 clusters Score -349047.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -349047.625000 Penalty: 3985.176758
	Iteration 25Q: 3 clusters Score -349047.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -349047.343750 Penalty: 3985.176758
	Iteration 26Q: 3 clusters Score -349047.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -349048.218750 Penalty: 3985.176758
	Iteration 27Q: 3 clusters Score -349048.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -349048.218750 Penalty: 3985.176758
	Iteration 28F: 3 clusters Score -349048.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Entering Unmasked Estep 
Score: -2364264.000000 Penalty: 2448.715576
	Iteration 0F: 2 clusters Score -2364264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2350618.000000 Penalty: 4897.431152
	Iteration 0F: 3 clusters Score -2350618 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2355320.000000 Penalty: 4897.431152
	Iteration 1F: 3 clusters Score -2355320 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2355762.250000 Penalty: 4897.431152
	Iteration 2F: 3 clusters Score -2355762 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2356165.000000 Penalty: 4897.431152
	Iteration 3F: 3 clusters Score -2356165 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2356576.500000 Penalty: 4897.431152
	Iteration 4Q: 3 clusters Score -2356576 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2357024.750000 Penalty: 4897.431152
	Iteration 5Q: 3 clusters Score -2357025 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2357498.250000 Penalty: 4897.431152
	Iteration 6Q: 3 clusters Score -2357498 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2358013.000000 Penalty: 4897.431152
	Iteration 7Q: 3 clusters Score -2358013 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2358636.250000 Penalty: 4897.431152
	Iteration 8Q: 3 clusters Score -2358636 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2359177.750000 Penalty: 4897.431152
	Iteration 9Q: 3 clusters Score -2359178 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2359651.250000 Penalty: 4897.431152
	Iteration 10Q: 3 clusters Score -2359651 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2359965.500000 Penalty: 4897.431152
	Iteration 11Q: 3 clusters Score -2359966 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2360202.750000 Penalty: 4897.431152
	Iteration 12Q: 3 clusters Score -2360203 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2360407.000000 Penalty: 4897.431152
	Iteration 13Q: 3 clusters Score -2360407 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2360584.500000 Penalty: 4897.431152
	Iteration 14Q: 3 clusters Score -2360584 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2360758.250000 Penalty: 4897.431152
	Iteration 15Q: 3 clusters Score -2360758 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2360900.000000 Penalty: 4897.431152
	Iteration 16Q: 3 clusters Score -2360900 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2361012.500000 Penalty: 4897.431152
	Iteration 17Q: 3 clusters Score -2361012 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2361101.000000 Penalty: 4897.431152
	Iteration 18Q: 3 clusters Score -2361101 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2361204.750000 Penalty: 4897.431152
	Iteration 19Q: 3 clusters Score -2361205 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2361296.750000 Penalty: 4897.431152
	Iteration 20F: 3 clusters Score -2361297 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2361361.500000 Penalty: 4897.431152
	Iteration 21Q: 3 clusters Score -2361362 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2361429.250000 Penalty: 4897.431152
	Iteration 22Q: 3 clusters Score -2361429 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2361471.250000 Penalty: 4897.431152
	Iteration 23Q: 3 clusters Score -2361471 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2361521.500000 Penalty: 4897.431152
	Iteration 24Q: 3 clusters Score -2361522 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2361566.250000 Penalty: 4897.431152
	Iteration 25Q: 3 clusters Score -2361566 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2361601.000000 Penalty: 4897.431152
	Iteration 26Q: 3 clusters Score -2361601 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2361642.000000 Penalty: 4897.431152
	Iteration 27Q: 3 clusters Score -2361642 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2361676.000000 Penalty: 4897.431152
	Iteration 28Q: 3 clusters Score -2361676 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2361708.750000 Penalty: 4897.431152
	Iteration 29Q: 3 clusters Score -2361709 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2361726.250000 Penalty: 4897.431152
	Iteration 30Q: 3 clusters Score -2361726 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2361744.500000 Penalty: 4897.431152
	Iteration 31Q: 3 clusters Score -2361744 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2361772.500000 Penalty: 4897.431152
	Iteration 32Q: 3 clusters Score -2361772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2361792.250000 Penalty: 4897.431152
	Iteration 33Q: 3 clusters Score -2361792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2361812.000000 Penalty: 4897.431152
	Iteration 34Q: 3 clusters Score -2361812 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2361818.250000 Penalty: 4897.431152
	Iteration 35Q: 3 clusters Score -2361818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2361834.000000 Penalty: 4897.431152
	Iteration 36Q: 3 clusters Score -2361834 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2361849.500000 Penalty: 4897.431152
	Iteration 37Q: 3 clusters Score -2361850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2361858.500000 Penalty: 4897.431152
	Iteration 38Q: 3 clusters Score -2361858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2361854.750000 Penalty: 4897.431152
	Iteration 39Q: 3 clusters Score -2361855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2361866.000000 Penalty: 4897.431152
	Iteration 40F: 3 clusters Score -2361866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2361864.000000 Penalty: 4897.431152
	Iteration 41Q: 3 clusters Score -2361864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2361870.500000 Penalty: 4897.431152
	Iteration 42Q: 3 clusters Score -2361870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2361876.750000 Penalty: 4897.431152
	Iteration 43Q: 3 clusters Score -2361877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2361881.750000 Penalty: 4897.431152
	Iteration 44Q: 3 clusters Score -2361882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2361883.750000 Penalty: 4897.431152
	Iteration 45Q: 3 clusters Score -2361884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2361893.750000 Penalty: 4897.431152
	Iteration 46Q: 3 clusters Score -2361894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2361893.750000 Penalty: 4897.431152
	Iteration 47Q: 3 clusters Score -2361894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2361899.750000 Penalty: 4897.431152
	Iteration 48Q: 3 clusters Score -2361900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2361900.250000 Penalty: 4897.431152
	Iteration 49Q: 3 clusters Score -2361900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2361902.750000 Penalty: 4897.431152
	Iteration 50Q: 3 clusters Score -2361903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2361906.750000 Penalty: 4897.431152
	Iteration 51Q: 3 clusters Score -2361907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2361907.750000 Penalty: 4897.431152
	Iteration 52Q: 3 clusters Score -2361908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2361911.750000 Penalty: 4897.431152
	Iteration 53Q: 3 clusters Score -2361912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2361918.750000 Penalty: 4897.431152
	Iteration 54Q: 3 clusters Score -2361919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2361915.500000 Penalty: 4897.431152
	Iteration 55Q: 3 clusters Score -2361916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2361927.000000 Penalty: 4897.431152
	Iteration 56Q: 3 clusters Score -2361927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2361922.250000 Penalty: 4897.431152
	Iteration 57Q: 3 clusters Score -2361922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2361925.000000 Penalty: 4897.431152
	Iteration 58Q: 3 clusters Score -2361925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2361925.250000 Penalty: 4897.431152
	Iteration 59Q: 3 clusters Score -2361925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2361930.000000 Penalty: 4897.431152
	Iteration 60F: 3 clusters Score -2361930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2361929.750000 Penalty: 4897.431152
	Iteration 61Q: 3 clusters Score -2361930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2361927.750000 Penalty: 4897.431152
	Iteration 62Q: 3 clusters Score -2361928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2361926.500000 Penalty: 4897.431152
	Iteration 63Q: 3 clusters Score -2361926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2361926.500000 Penalty: 4897.431152
	Iteration 64Q: 3 clusters Score -2361926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2361928.250000 Penalty: 4897.431152
	Iteration 65Q: 3 clusters Score -2361928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2361928.250000 Penalty: 4897.431152
	Iteration 66Q: 3 clusters Score -2361928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2361930.000000 Penalty: 4897.431152
	Iteration 67Q: 3 clusters Score -2361930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2361930.000000 Penalty: 4897.431152
	Iteration 68F: 3 clusters Score -2361930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Entering Unmasked Estep 
Score: -1270950.500000 Penalty: 2300.735107
	Iteration 0F: 2 clusters Score -1270950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1262831.125000 Penalty: 4601.470215
	Iteration 0F: 3 clusters Score -1262831 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1265287.500000 Penalty: 4601.470215
	Iteration 1F: 3 clusters Score -1265288 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1265637.875000 Penalty: 4601.470215
	Iteration 2F: 3 clusters Score -1265638 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1265940.375000 Penalty: 4601.470215
	Iteration 3F: 3 clusters Score -1265940 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1266228.625000 Penalty: 4601.470215
	Iteration 4Q: 3 clusters Score -1266229 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1266533.375000 Penalty: 4601.470215
	Iteration 5Q: 3 clusters Score -1266533 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1266907.250000 Penalty: 4601.470215
	Iteration 6Q: 3 clusters Score -1266907 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1267317.875000 Penalty: 4601.470215
	Iteration 7F: 3 clusters Score -1267318 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1267714.625000 Penalty: 4601.470215
	Iteration 8Q: 3 clusters Score -1267715 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1268019.375000 Penalty: 4601.470215
	Iteration 9Q: 3 clusters Score -1268019 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1268270.000000 Penalty: 4601.470215
	Iteration 10Q: 3 clusters Score -1268270 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1268478.250000 Penalty: 4601.470215
	Iteration 11Q: 3 clusters Score -1268478 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1268659.500000 Penalty: 4601.470215
	Iteration 12Q: 3 clusters Score -1268660 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1268792.375000 Penalty: 4601.470215
	Iteration 13Q: 3 clusters Score -1268792 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1268893.875000 Penalty: 4601.470215
	Iteration 14Q: 3 clusters Score -1268894 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1268991.625000 Penalty: 4601.470215
	Iteration 15Q: 3 clusters Score -1268992 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1269062.125000 Penalty: 4601.470215
	Iteration 16Q: 3 clusters Score -1269062 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1269104.375000 Penalty: 4601.470215
	Iteration 17Q: 3 clusters Score -1269104 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1269136.375000 Penalty: 4601.470215
	Iteration 18Q: 3 clusters Score -1269136 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1269167.375000 Penalty: 4601.470215
	Iteration 19Q: 3 clusters Score -1269167 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1269194.750000 Penalty: 4601.470215
	Iteration 20F: 3 clusters Score -1269195 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1269217.500000 Penalty: 4601.470215
	Iteration 21Q: 3 clusters Score -1269218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1269241.750000 Penalty: 4601.470215
	Iteration 22Q: 3 clusters Score -1269242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1269255.875000 Penalty: 4601.470215
	Iteration 23Q: 3 clusters Score -1269256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1269265.000000 Penalty: 4601.470215
	Iteration 24Q: 3 clusters Score -1269265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1269280.250000 Penalty: 4601.470215
	Iteration 25Q: 3 clusters Score -1269280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1269290.375000 Penalty: 4601.470215
	Iteration 26Q: 3 clusters Score -1269290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1269298.875000 Penalty: 4601.470215
	Iteration 27Q: 3 clusters Score -1269299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1269301.000000 Penalty: 4601.470215
	Iteration 28Q: 3 clusters Score -1269301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1269305.500000 Penalty: 4601.470215
	Iteration 29Q: 3 clusters Score -1269306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1269307.875000 Penalty: 4601.470215
	Iteration 30Q: 3 clusters Score -1269308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1269319.625000 Penalty: 4601.470215
	Iteration 31Q: 3 clusters Score -1269320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1269322.500000 Penalty: 4601.470215
	Iteration 32Q: 3 clusters Score -1269322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1269328.375000 Penalty: 4601.470215
	Iteration 33Q: 3 clusters Score -1269328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1269334.875000 Penalty: 4601.470215
	Iteration 34Q: 3 clusters Score -1269335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1269338.000000 Penalty: 4601.470215
	Iteration 35Q: 3 clusters Score -1269338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1269351.625000 Penalty: 4601.470215
	Iteration 36Q: 3 clusters Score -1269352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1269362.750000 Penalty: 4601.470215
	Iteration 37Q: 3 clusters Score -1269363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1269374.375000 Penalty: 4601.470215
	Iteration 38Q: 3 clusters Score -1269374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1269389.125000 Penalty: 4601.470215
	Iteration 39Q: 3 clusters Score -1269389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1269404.500000 Penalty: 4601.470215
	Iteration 40F: 3 clusters Score -1269404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1269418.500000 Penalty: 4601.470215
	Iteration 41Q: 3 clusters Score -1269418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1269435.250000 Penalty: 4601.470215
	Iteration 42Q: 3 clusters Score -1269435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1269443.500000 Penalty: 4601.470215
	Iteration 43Q: 3 clusters Score -1269444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1269455.500000 Penalty: 4601.470215
	Iteration 44Q: 3 clusters Score -1269456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1269458.250000 Penalty: 4601.470215
	Iteration 45Q: 3 clusters Score -1269458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1269460.625000 Penalty: 4601.470215
	Iteration 46Q: 3 clusters Score -1269461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1269461.375000 Penalty: 4601.470215
	Iteration 47Q: 3 clusters Score -1269461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1269464.125000 Penalty: 4601.470215
	Iteration 48Q: 3 clusters Score -1269464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1269466.750000 Penalty: 4601.470215
	Iteration 49Q: 3 clusters Score -1269467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1269470.250000 Penalty: 4601.470215
	Iteration 50Q: 3 clusters Score -1269470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1269470.125000 Penalty: 4601.470215
	Iteration 51Q: 3 clusters Score -1269470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1269470.500000 Penalty: 4601.470215
	Iteration 52Q: 3 clusters Score -1269470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1269470.500000 Penalty: 4601.470215
	Iteration 53Q: 3 clusters Score -1269470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1269472.500000 Penalty: 4601.470215
	Iteration 54Q: 3 clusters Score -1269472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1269474.000000 Penalty: 4601.470215
	Iteration 55Q: 3 clusters Score -1269474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1269475.375000 Penalty: 4601.470215
	Iteration 56Q: 3 clusters Score -1269475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1269475.375000 Penalty: 4601.470215
	Iteration 57F: 3 clusters Score -1269475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (34694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Entering Unmasked Estep 
Score: -4336304.000000 Penalty: 2592.671875
	Iteration 0F: 2 clusters Score -4336304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -4312599.500000 Penalty: 5185.343750
	Iteration 0F: 3 clusters Score -4312600 nChanged 15797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -4321265.500000 Penalty: 5185.343750
	Iteration 1F: 3 clusters Score -4321266 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -4321739.000000 Penalty: 5185.343750
	Iteration 2Q: 3 clusters Score -4321739 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -4322175.000000 Penalty: 5185.343750
	Iteration 3Q: 3 clusters Score -4322175 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -4322523.500000 Penalty: 5185.343750
	Iteration 4Q: 3 clusters Score -4322524 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -4322850.000000 Penalty: 5185.343750
	Iteration 5Q: 3 clusters Score -4322850 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -4323238.500000 Penalty: 5185.343750
	Iteration 6Q: 3 clusters Score -4323238 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -4323699.000000 Penalty: 5185.343750
	Iteration 7Q: 3 clusters Score -4323699 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -4324356.000000 Penalty: 5185.343750
	Iteration 8Q: 3 clusters Score -4324356 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -4325196.500000 Penalty: 5185.343750
	Iteration 9Q: 3 clusters Score -4325196 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -4326360.500000 Penalty: 5185.343750
	Iteration 10F: 3 clusters Score -4326360 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -4327715.500000 Penalty: 5185.343750
	Iteration 11F: 3 clusters Score -4327716 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -4329032.000000 Penalty: 5185.343750
	Iteration 12F: 3 clusters Score -4329032 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -4329961.000000 Penalty: 5185.343750
	Iteration 13Q: 3 clusters Score -4329961 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -4330413.000000 Penalty: 5185.343750
	Iteration 14Q: 3 clusters Score -4330413 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -4330666.000000 Penalty: 5185.343750
	Iteration 15Q: 3 clusters Score -4330666 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -4330879.500000 Penalty: 5185.343750
	Iteration 16Q: 3 clusters Score -4330880 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -4331064.500000 Penalty: 5185.343750
	Iteration 17Q: 3 clusters Score -4331064 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -4331270.500000 Penalty: 5185.343750
	Iteration 18Q: 3 clusters Score -4331270 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -4331460.500000 Penalty: 5185.343750
	Iteration 19Q: 3 clusters Score -4331460 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -4331668.000000 Penalty: 5185.343750
	Iteration 20F: 3 clusters Score -4331668 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -4331859.500000 Penalty: 5185.343750
	Iteration 21Q: 3 clusters Score -4331860 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -4332052.000000 Penalty: 5185.343750
	Iteration 22Q: 3 clusters Score -4332052 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -4332238.000000 Penalty: 5185.343750
	Iteration 23Q: 3 clusters Score -4332238 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -4332409.500000 Penalty: 5185.343750
	Iteration 24Q: 3 clusters Score -4332410 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -4332570.500000 Penalty: 5185.343750
	Iteration 25Q: 3 clusters Score -4332570 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -4332735.500000 Penalty: 5185.343750
	Iteration 26Q: 3 clusters Score -4332736 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -4332911.000000 Penalty: 5185.343750
	Iteration 27Q: 3 clusters Score -4332911 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -4333096.000000 Penalty: 5185.343750
	Iteration 28Q: 3 clusters Score -4333096 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -4333263.000000 Penalty: 5185.343750
	Iteration 29Q: 3 clusters Score -4333263 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -4333391.500000 Penalty: 5185.343750
	Iteration 30Q: 3 clusters Score -4333392 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -4333507.500000 Penalty: 5185.343750
	Iteration 31Q: 3 clusters Score -4333508 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -4333628.500000 Penalty: 5185.343750
	Iteration 32Q: 3 clusters Score -4333628 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -4333720.500000 Penalty: 5185.343750
	Iteration 33Q: 3 clusters Score -4333720 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -4333804.500000 Penalty: 5185.343750
	Iteration 34Q: 3 clusters Score -4333804 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -4333865.000000 Penalty: 5185.343750
	Iteration 35Q: 3 clusters Score -4333865 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -4333918.500000 Penalty: 5185.343750
	Iteration 36Q: 3 clusters Score -4333918 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -4333956.000000 Penalty: 5185.343750
	Iteration 37Q: 3 clusters Score -4333956 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -4334004.500000 Penalty: 5185.343750
	Iteration 38Q: 3 clusters Score -4334004 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -4334048.500000 Penalty: 5185.343750
	Iteration 39Q: 3 clusters Score -4334048 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -4334095.500000 Penalty: 5185.343750
	Iteration 40F: 3 clusters Score -4334096 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -4334117.000000 Penalty: 5185.343750
	Iteration 41Q: 3 clusters Score -4334117 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -4334130.000000 Penalty: 5185.343750
	Iteration 42Q: 3 clusters Score -4334130 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -4334154.000000 Penalty: 5185.343750
	Iteration 43Q: 3 clusters Score -4334154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -4334166.500000 Penalty: 5185.343750
	Iteration 44Q: 3 clusters Score -4334166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -4334182.000000 Penalty: 5185.343750
	Iteration 45Q: 3 clusters Score -4334182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -4334199.500000 Penalty: 5185.343750
	Iteration 46Q: 3 clusters Score -4334200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -4334200.500000 Penalty: 5185.343750
	Iteration 47Q: 3 clusters Score -4334200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -4334205.500000 Penalty: 5185.343750
	Iteration 48Q: 3 clusters Score -4334206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -4334217.000000 Penalty: 5185.343750
	Iteration 49Q: 3 clusters Score -4334217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -4334213.500000 Penalty: 5185.343750
	Iteration 50Q: 3 clusters Score -4334214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -4334217.500000 Penalty: 5185.343750
	Iteration 51Q: 3 clusters Score -4334218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -4334231.000000 Penalty: 5185.343750
	Iteration 52Q: 3 clusters Score -4334231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -4334238.500000 Penalty: 5185.343750
	Iteration 53Q: 3 clusters Score -4334238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -4334244.500000 Penalty: 5185.343750
	Iteration 54Q: 3 clusters Score -4334244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -4334240.500000 Penalty: 5185.343750
	Iteration 55Q: 3 clusters Score -4334240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -4334249.000000 Penalty: 5185.343750
	Iteration 56Q: 3 clusters Score -4334249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -4334246.500000 Penalty: 5185.343750
	Iteration 57Q: 3 clusters Score -4334246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -4334257.000000 Penalty: 5185.343750
	Iteration 58Q: 3 clusters Score -4334257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -4334264.000000 Penalty: 5185.343750
	Iteration 59Q: 3 clusters Score -4334264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -4334260.500000 Penalty: 5185.343750
	Iteration 60F: 3 clusters Score -4334260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -4334260.000000 Penalty: 5185.343750
	Iteration 61Q: 3 clusters Score -4334260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -4334262.000000 Penalty: 5185.343750
	Iteration 62Q: 3 clusters Score -4334262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -4334265.000000 Penalty: 5185.343750
	Iteration 63Q: 3 clusters Score -4334265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -4334266.500000 Penalty: 5185.343750
	Iteration 64Q: 3 clusters Score -4334266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -4334267.000000 Penalty: 5185.343750
	Iteration 65Q: 3 clusters Score -4334267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -4334268.000000 Penalty: 5185.343750
	Iteration 66Q: 3 clusters Score -4334268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -4334264.500000 Penalty: 5185.343750
	Iteration 67Q: 3 clusters Score -4334264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -4334269.000000 Penalty: 5185.343750
	Iteration 68Q: 3 clusters Score -4334269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -4334271.000000 Penalty: 5185.343750
	Iteration 69Q: 3 clusters Score -4334271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -4334278.000000 Penalty: 5185.343750
	Iteration 70Q: 3 clusters Score -4334278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -4334284.000000 Penalty: 5185.343750
	Iteration 71Q: 3 clusters Score -4334284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -4334286.500000 Penalty: 5185.343750
	Iteration 72Q: 3 clusters Score -4334286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -4334298.000000 Penalty: 5185.343750
	Iteration 73Q: 3 clusters Score -4334298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -4334301.500000 Penalty: 5185.343750
	Iteration 74Q: 3 clusters Score -4334302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -4334305.500000 Penalty: 5185.343750
	Iteration 75Q: 3 clusters Score -4334306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -4334306.000000 Penalty: 5185.343750
	Iteration 76Q: 3 clusters Score -4334306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -4334303.500000 Penalty: 5185.343750
	Iteration 77Q: 3 clusters Score -4334304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -4334305.000000 Penalty: 5185.343750
	Iteration 78Q: 3 clusters Score -4334305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -4334302.500000 Penalty: 5185.343750
	Iteration 79Q: 3 clusters Score -4334302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -4334305.000000 Penalty: 5185.343750
	Iteration 80F: 3 clusters Score -4334305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -4334311.000000 Penalty: 5185.343750
	Iteration 81Q: 3 clusters Score -4334311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -4334309.000000 Penalty: 5185.343750
	Iteration 82Q: 3 clusters Score -4334309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -4334309.000000 Penalty: 5185.343750
	Iteration 83F: 3 clusters Score -4334309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -39192.593750 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -39192.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37834.753906 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -37834.75 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38024.761719 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -38024.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38107.835938 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -38107.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -38138.281250 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -38138.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38175.378906 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -38175.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38192.421875 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -38192.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38197.328125 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -38197.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38197.328125 Penalty: 2913.965820
	Iteration 7F: 3 clusters Score -38197.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -86631.343750 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -86631.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -84863.804688 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -84863.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -85096.445312 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -85096.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -85185.773438 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -85185.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -85225.968750 Penalty: 3282.231934
	Iteration 3Q: 3 clusters Score -85225.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85248.500000 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -85248.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85254.835938 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -85254.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85256.906250 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -85256.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85256.906250 Penalty: 3282.231934
	Iteration 7F: 3 clusters Score -85256.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (298775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298775 members 
Entering Unmasked Estep 
Score: -37060900.000000 Penalty: 3126.646484
	Iteration 0F: 2 clusters Score -3.70609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149028 members 
Mstep: Class 2 contains 149747 members 
Entering Unmasked Estep 
Score: -36876744.000000 Penalty: 6253.292969
	Iteration 0F: 3 clusters Score -3.687674e+07 nChanged 144845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141661 members 
Mstep: Class 2 contains 157114 members 
Entering Unmasked Estep 
Score: -36962300.000000 Penalty: 6253.292969
	Iteration 1F: 3 clusters Score -3.69623e+07 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137289 members 
Mstep: Class 2 contains 161486 members 
Entering Unmasked Estep 
Score: -36965236.000000 Penalty: 6253.292969
	Iteration 2Q: 3 clusters Score -3.696524e+07 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130877 members 
Mstep: Class 2 contains 167898 members 
Entering Unmasked Estep 
Score: -36969836.000000 Penalty: 6253.292969
	Iteration 3Q: 3 clusters Score -3.696984e+07 nChanged 12963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122232 members 
Mstep: Class 2 contains 176543 members 
Entering Unmasked Estep 
Score: -36977044.000000 Penalty: 6253.292969
	Iteration 4Q: 3 clusters Score -3.697704e+07 nChanged 15680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111474 members 
Mstep: Class 2 contains 187301 members 
Entering Unmasked Estep 
Score: -36987564.000000 Penalty: 6253.292969
	Iteration 5F: 3 clusters Score -3.698756e+07 nChanged 17983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100659 members 
Mstep: Class 2 contains 198116 members 
Entering Unmasked Estep 
Score: -37000152.000000 Penalty: 6253.292969
	Iteration 6F: 3 clusters Score -3.700015e+07 nChanged 18667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92246 members 
Mstep: Class 2 contains 206529 members 
Entering Unmasked Estep 
Score: -37014156.000000 Penalty: 6253.292969
	Iteration 7F: 3 clusters Score -3.701416e+07 nChanged 18549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87757 members 
Mstep: Class 2 contains 211018 members 
Entering Unmasked Estep 
Score: -37026396.000000 Penalty: 6253.292969
	Iteration 8F: 3 clusters Score -3.70264e+07 nChanged 16840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87245 members 
Mstep: Class 2 contains 211530 members 
Entering Unmasked Estep 
Score: -37035368.000000 Penalty: 6253.292969
	Iteration 9F: 3 clusters Score -3.703537e+07 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88535 members 
Mstep: Class 2 contains 210240 members 
Entering Unmasked Estep 
Score: -37040036.000000 Penalty: 6253.292969
	Iteration 10Q: 3 clusters Score -3.704004e+07 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90035 members 
Mstep: Class 2 contains 208740 members 
Entering Unmasked Estep 
Score: -37041780.000000 Penalty: 6253.292969
	Iteration 11Q: 3 clusters Score -3.704178e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91490 members 
Mstep: Class 2 contains 207285 members 
Entering Unmasked Estep 
Score: -37042776.000000 Penalty: 6253.292969
	Iteration 12Q: 3 clusters Score -3.704278e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93116 members 
Mstep: Class 2 contains 205659 members 
Entering Unmasked Estep 
Score: -37043488.000000 Penalty: 6253.292969
	Iteration 13Q: 3 clusters Score -3.704349e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95116 members 
Mstep: Class 2 contains 203659 members 
Entering Unmasked Estep 
Score: -37044392.000000 Penalty: 6253.292969
	Iteration 14Q: 3 clusters Score -3.704439e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97390 members 
Mstep: Class 2 contains 201385 members 
Entering Unmasked Estep 
Score: -37045340.000000 Penalty: 6253.292969
	Iteration 15Q: 3 clusters Score -3.704534e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99864 members 
Mstep: Class 2 contains 198911 members 
Entering Unmasked Estep 
Score: -37046760.000000 Penalty: 6253.292969
	Iteration 16Q: 3 clusters Score -3.704676e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102651 members 
Mstep: Class 2 contains 196124 members 
Entering Unmasked Estep 
Score: -37047996.000000 Penalty: 6253.292969
	Iteration 17Q: 3 clusters Score -3.7048e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105532 members 
Mstep: Class 2 contains 193243 members 
Entering Unmasked Estep 
Score: -37049392.000000 Penalty: 6253.292969
	Iteration 18Q: 3 clusters Score -3.704939e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108234 members 
Mstep: Class 2 contains 190541 members 
Entering Unmasked Estep 
Score: -37050760.000000 Penalty: 6253.292969
	Iteration 19Q: 3 clusters Score -3.705076e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110711 members 
Mstep: Class 2 contains 188064 members 
Entering Unmasked Estep 
Score: -37052188.000000 Penalty: 6253.292969
	Iteration 20F: 3 clusters Score -3.705219e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112879 members 
Mstep: Class 2 contains 185896 members 
Entering Unmasked Estep 
Score: -37053384.000000 Penalty: 6253.292969
	Iteration 21Q: 3 clusters Score -3.705338e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114541 members 
Mstep: Class 2 contains 184234 members 
Entering Unmasked Estep 
Score: -37054012.000000 Penalty: 6253.292969
	Iteration 22Q: 3 clusters Score -3.705401e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116004 members 
Mstep: Class 2 contains 182771 members 
Entering Unmasked Estep 
Score: -37054704.000000 Penalty: 6253.292969
	Iteration 23Q: 3 clusters Score -3.70547e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117246 members 
Mstep: Class 2 contains 181529 members 
Entering Unmasked Estep 
Score: -37054936.000000 Penalty: 6253.292969
	Iteration 24Q: 3 clusters Score -3.705494e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118403 members 
Mstep: Class 2 contains 180372 members 
Entering Unmasked Estep 
Score: -37055208.000000 Penalty: 6253.292969
	Iteration 25Q: 3 clusters Score -3.705521e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119495 members 
Mstep: Class 2 contains 179280 members 
Entering Unmasked Estep 
Score: -37055340.000000 Penalty: 6253.292969
	Iteration 26Q: 3 clusters Score -3.705534e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120550 members 
Mstep: Class 2 contains 178225 members 
Entering Unmasked Estep 
Score: -37055456.000000 Penalty: 6253.292969
	Iteration 27Q: 3 clusters Score -3.705546e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121620 members 
Mstep: Class 2 contains 177155 members 
Entering Unmasked Estep 
Score: -37055592.000000 Penalty: 6253.292969
	Iteration 28Q: 3 clusters Score -3.705559e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122613 members 
Mstep: Class 2 contains 176162 members 
Entering Unmasked Estep 
Score: -37055676.000000 Penalty: 6253.292969
	Iteration 29Q: 3 clusters Score -3.705568e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123488 members 
Mstep: Class 2 contains 175287 members 
Entering Unmasked Estep 
Score: -37055756.000000 Penalty: 6253.292969
	Iteration 30Q: 3 clusters Score -3.705576e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124311 members 
Mstep: Class 2 contains 174464 members 
Entering Unmasked Estep 
Score: -37055756.000000 Penalty: 6253.292969
	Iteration 31Q: 3 clusters Score -3.705576e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125061 members 
Mstep: Class 2 contains 173714 members 
Entering Unmasked Estep 
Score: -37055752.000000 Penalty: 6253.292969
	Iteration 32Q: 3 clusters Score -3.705575e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125798 members 
Mstep: Class 2 contains 172977 members 
Entering Unmasked Estep 
Score: -37055776.000000 Penalty: 6253.292969
	Iteration 33Q: 3 clusters Score -3.705578e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126505 members 
Mstep: Class 2 contains 172270 members 
Entering Unmasked Estep 
Score: -37055780.000000 Penalty: 6253.292969
	Iteration 34Q: 3 clusters Score -3.705578e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127263 members 
Mstep: Class 2 contains 171512 members 
Entering Unmasked Estep 
Score: -37055852.000000 Penalty: 6253.292969
	Iteration 35Q: 3 clusters Score -3.705585e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127934 members 
Mstep: Class 2 contains 170841 members 
Entering Unmasked Estep 
Score: -37055908.000000 Penalty: 6253.292969
	Iteration 36Q: 3 clusters Score -3.705591e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128551 members 
Mstep: Class 2 contains 170224 members 
Entering Unmasked Estep 
Score: -37056028.000000 Penalty: 6253.292969
	Iteration 37Q: 3 clusters Score -3.705603e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129080 members 
Mstep: Class 2 contains 169695 members 
Entering Unmasked Estep 
Score: -37056124.000000 Penalty: 6253.292969
	Iteration 38Q: 3 clusters Score -3.705612e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129474 members 
Mstep: Class 2 contains 169301 members 
Entering Unmasked Estep 
Score: -37056100.000000 Penalty: 6253.292969
	Iteration 39Q: 3 clusters Score -3.70561e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129892 members 
Mstep: Class 2 contains 168883 members 
Entering Unmasked Estep 
Score: -37056160.000000 Penalty: 6253.292969
	Iteration 40F: 3 clusters Score -3.705616e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130305 members 
Mstep: Class 2 contains 168470 members 
Entering Unmasked Estep 
Score: -37056188.000000 Penalty: 6253.292969
	Iteration 41Q: 3 clusters Score -3.705619e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130616 members 
Mstep: Class 2 contains 168159 members 
Entering Unmasked Estep 
Score: -37056180.000000 Penalty: 6253.292969
	Iteration 42Q: 3 clusters Score -3.705618e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130929 members 
Mstep: Class 2 contains 167846 members 
Entering Unmasked Estep 
Score: -37056264.000000 Penalty: 6253.292969
	Iteration 43Q: 3 clusters Score -3.705626e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131209 members 
Mstep: Class 2 contains 167566 members 
Entering Unmasked Estep 
Score: -37056216.000000 Penalty: 6253.292969
	Iteration 44Q: 3 clusters Score -3.705622e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131434 members 
Mstep: Class 2 contains 167341 members 
Entering Unmasked Estep 
Score: -37056280.000000 Penalty: 6253.292969
	Iteration 45Q: 3 clusters Score -3.705628e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131701 members 
Mstep: Class 2 contains 167074 members 
Entering Unmasked Estep 
Score: -37056264.000000 Penalty: 6253.292969
	Iteration 46Q: 3 clusters Score -3.705626e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132001 members 
Mstep: Class 2 contains 166774 members 
Entering Unmasked Estep 
Score: -37056352.000000 Penalty: 6253.292969
	Iteration 47Q: 3 clusters Score -3.705635e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132301 members 
Mstep: Class 2 contains 166474 members 
Entering Unmasked Estep 
Score: -37056320.000000 Penalty: 6253.292969
	Iteration 48Q: 3 clusters Score -3.705632e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132586 members 
Mstep: Class 2 contains 166189 members 
Entering Unmasked Estep 
Score: -37056312.000000 Penalty: 6253.292969
	Iteration 49Q: 3 clusters Score -3.705631e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132828 members 
Mstep: Class 2 contains 165947 members 
Entering Unmasked Estep 
Score: -37056284.000000 Penalty: 6253.292969
	Iteration 50Q: 3 clusters Score -3.705628e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133130 members 
Mstep: Class 2 contains 165645 members 
Entering Unmasked Estep 
Score: -37056304.000000 Penalty: 6253.292969
	Iteration 51Q: 3 clusters Score -3.70563e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133397 members 
Mstep: Class 2 contains 165378 members 
Entering Unmasked Estep 
Score: -37056300.000000 Penalty: 6253.292969
	Iteration 52Q: 3 clusters Score -3.70563e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133692 members 
Mstep: Class 2 contains 165083 members 
Entering Unmasked Estep 
Score: -37056328.000000 Penalty: 6253.292969
	Iteration 53Q: 3 clusters Score -3.705633e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133921 members 
Mstep: Class 2 contains 164854 members 
Entering Unmasked Estep 
Score: -37056380.000000 Penalty: 6253.292969
	Iteration 54Q: 3 clusters Score -3.705638e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134142 members 
Mstep: Class 2 contains 164633 members 
Entering Unmasked Estep 
Score: -37056416.000000 Penalty: 6253.292969
	Iteration 55Q: 3 clusters Score -3.705642e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134303 members 
Mstep: Class 2 contains 164472 members 
Entering Unmasked Estep 
Score: -37056408.000000 Penalty: 6253.292969
	Iteration 56Q: 3 clusters Score -3.705641e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134435 members 
Mstep: Class 2 contains 164340 members 
Entering Unmasked Estep 
Score: -37056432.000000 Penalty: 6253.292969
	Iteration 57Q: 3 clusters Score -3.705643e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134547 members 
Mstep: Class 2 contains 164228 members 
Entering Unmasked Estep 
Score: -37056440.000000 Penalty: 6253.292969
	Iteration 58Q: 3 clusters Score -3.705644e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134644 members 
Mstep: Class 2 contains 164131 members 
Entering Unmasked Estep 
Score: -37056408.000000 Penalty: 6253.292969
	Iteration 59Q: 3 clusters Score -3.705641e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134745 members 
Mstep: Class 2 contains 164030 members 
Entering Unmasked Estep 
Score: -37056436.000000 Penalty: 6253.292969
	Iteration 60F: 3 clusters Score -3.705644e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134852 members 
Mstep: Class 2 contains 163923 members 
Entering Unmasked Estep 
Score: -37056416.000000 Penalty: 6253.292969
	Iteration 61Q: 3 clusters Score -3.705642e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134946 members 
Mstep: Class 2 contains 163829 members 
Entering Unmasked Estep 
Score: -37056468.000000 Penalty: 6253.292969
	Iteration 62Q: 3 clusters Score -3.705647e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135103 members 
Mstep: Class 2 contains 163672 members 
Entering Unmasked Estep 
Score: -37056472.000000 Penalty: 6253.292969
	Iteration 63Q: 3 clusters Score -3.705647e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135221 members 
Mstep: Class 2 contains 163554 members 
Entering Unmasked Estep 
Score: -37056492.000000 Penalty: 6253.292969
	Iteration 64Q: 3 clusters Score -3.705649e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135352 members 
Mstep: Class 2 contains 163423 members 
Entering Unmasked Estep 
Score: -37056512.000000 Penalty: 6253.292969
	Iteration 65Q: 3 clusters Score -3.705651e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135427 members 
Mstep: Class 2 contains 163348 members 
Entering Unmasked Estep 
Score: -37056496.000000 Penalty: 6253.292969
	Iteration 66Q: 3 clusters Score -3.70565e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135510 members 
Mstep: Class 2 contains 163265 members 
Entering Unmasked Estep 
Score: -37056432.000000 Penalty: 6253.292969
	Iteration 67Q: 3 clusters Score -3.705643e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135604 members 
Mstep: Class 2 contains 163171 members 
Entering Unmasked Estep 
Score: -37056396.000000 Penalty: 6253.292969
	Iteration 68Q: 3 clusters Score -3.70564e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135676 members 
Mstep: Class 2 contains 163099 members 
Entering Unmasked Estep 
Score: -37056416.000000 Penalty: 6253.292969
	Iteration 69Q: 3 clusters Score -3.705642e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135728 members 
Mstep: Class 2 contains 163047 members 
Entering Unmasked Estep 
Score: -37056428.000000 Penalty: 6253.292969
	Iteration 70Q: 3 clusters Score -3.705643e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135778 members 
Mstep: Class 2 contains 162997 members 
Entering Unmasked Estep 
Score: -37056380.000000 Penalty: 6253.292969
	Iteration 71Q: 3 clusters Score -3.705638e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135830 members 
Mstep: Class 2 contains 162945 members 
Entering Unmasked Estep 
Score: -37056400.000000 Penalty: 6253.292969
	Iteration 72Q: 3 clusters Score -3.70564e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135865 members 
Mstep: Class 2 contains 162910 members 
Entering Unmasked Estep 
Score: -37056368.000000 Penalty: 6253.292969
	Iteration 73Q: 3 clusters Score -3.705637e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135906 members 
Mstep: Class 2 contains 162869 members 
Entering Unmasked Estep 
Score: -37056356.000000 Penalty: 6253.292969
	Iteration 74Q: 3 clusters Score -3.705636e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135937 members 
Mstep: Class 2 contains 162838 members 
Entering Unmasked Estep 
Score: -37056344.000000 Penalty: 6253.292969
	Iteration 75Q: 3 clusters Score -3.705634e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135965 members 
Mstep: Class 2 contains 162810 members 
Entering Unmasked Estep 
Score: -37056340.000000 Penalty: 6253.292969
	Iteration 76Q: 3 clusters Score -3.705634e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135988 members 
Mstep: Class 2 contains 162787 members 
Entering Unmasked Estep 
Score: -37056332.000000 Penalty: 6253.292969
	Iteration 77Q: 3 clusters Score -3.705633e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136017 members 
Mstep: Class 2 contains 162758 members 
Entering Unmasked Estep 
Score: -37056348.000000 Penalty: 6253.292969
	Iteration 78Q: 3 clusters Score -3.705635e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136056 members 
Mstep: Class 2 contains 162719 members 
Entering Unmasked Estep 
Score: -37056372.000000 Penalty: 6253.292969
	Iteration 79Q: 3 clusters Score -3.705637e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136080 members 
Mstep: Class 2 contains 162695 members 
Entering Unmasked Estep 
Score: -37056356.000000 Penalty: 6253.292969
	Iteration 80F: 3 clusters Score -3.705636e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136101 members 
Mstep: Class 2 contains 162674 members 
Entering Unmasked Estep 
Score: -37056340.000000 Penalty: 6253.292969
	Iteration 81Q: 3 clusters Score -3.705634e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136113 members 
Mstep: Class 2 contains 162662 members 
Entering Unmasked Estep 
Score: -37056364.000000 Penalty: 6253.292969
	Iteration 82Q: 3 clusters Score -3.705636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136122 members 
Mstep: Class 2 contains 162653 members 
Entering Unmasked Estep 
Score: -37056344.000000 Penalty: 6253.292969
	Iteration 83Q: 3 clusters Score -3.705634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136129 members 
Mstep: Class 2 contains 162646 members 
Entering Unmasked Estep 
Score: -37056356.000000 Penalty: 6253.292969
	Iteration 84Q: 3 clusters Score -3.705636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136132 members 
Mstep: Class 2 contains 162643 members 
Entering Unmasked Estep 
Score: -37056356.000000 Penalty: 6253.292969
	Iteration 85Q: 3 clusters Score -3.705636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136135 members 
Mstep: Class 2 contains 162640 members 
Entering Unmasked Estep 
Score: -37056372.000000 Penalty: 6253.292969
	Iteration 86Q: 3 clusters Score -3.705637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136135 members 
Mstep: Class 2 contains 162640 members 
Entering Unmasked Estep 
Score: -37056372.000000 Penalty: 6253.292969
	Iteration 87F: 3 clusters Score -3.705637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -68874.976562 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -68874.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67263.820312 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -67263.82 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67500.046875 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -67500.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -67582.593750 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -67582.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67610.953125 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -67610.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67643.351562 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -67643.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -67673.125000 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -67673.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -67705.421875 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -67705.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67764.101562 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -67764.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67799.718750 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -67799.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67816.078125 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -67816.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67824.679688 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -67824.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67830.835938 Penalty: 3172.049805
	Iteration 11Q: 3 clusters Score -67830.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67834.335938 Penalty: 3172.049805
	Iteration 12Q: 3 clusters Score -67834.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67834.335938 Penalty: 3172.049805
	Iteration 13F: 3 clusters Score -67834.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Entering Unmasked Estep 
Score: -282525.062500 Penalty: 1978.280762
	Iteration 0F: 2 clusters Score -282525.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -279362.750000 Penalty: 3956.561523
	Iteration 0F: 3 clusters Score -279362.8 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -280117.468750 Penalty: 3956.561523
	Iteration 1F: 3 clusters Score -280117.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -280377.281250 Penalty: 3956.561523
	Iteration 2F: 3 clusters Score -280377.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -280590.312500 Penalty: 3956.561523
	Iteration 3F: 3 clusters Score -280590.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -280791.812500 Penalty: 3956.561523
	Iteration 4F: 3 clusters Score -280791.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -280953.312500 Penalty: 3956.561523
	Iteration 5Q: 3 clusters Score -280953.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -281150.750000 Penalty: 3956.561523
	Iteration 6F: 3 clusters Score -281150.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -281368.343750 Penalty: 3956.561523
	Iteration 7F: 3 clusters Score -281368.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -281495.281250 Penalty: 3956.561523
	Iteration 8Q: 3 clusters Score -281495.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -281575.187500 Penalty: 3956.561523
	Iteration 9Q: 3 clusters Score -281575.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -281633.437500 Penalty: 3956.561523
	Iteration 10Q: 3 clusters Score -281633.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -281669.875000 Penalty: 3956.561523
	Iteration 11Q: 3 clusters Score -281669.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -281692.656250 Penalty: 3956.561523
	Iteration 12Q: 3 clusters Score -281692.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -281714.656250 Penalty: 3956.561523
	Iteration 13Q: 3 clusters Score -281714.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -281728.593750 Penalty: 3956.561523
	Iteration 14Q: 3 clusters Score -281728.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -281741.312500 Penalty: 3956.561523
	Iteration 15Q: 3 clusters Score -281741.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -281754.250000 Penalty: 3956.561523
	Iteration 16Q: 3 clusters Score -281754.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -281764.343750 Penalty: 3956.561523
	Iteration 17Q: 3 clusters Score -281764.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -281773.343750 Penalty: 3956.561523
	Iteration 18Q: 3 clusters Score -281773.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -281781.468750 Penalty: 3956.561523
	Iteration 19Q: 3 clusters Score -281781.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -281787.250000 Penalty: 3956.561523
	Iteration 20F: 3 clusters Score -281787.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -281791.937500 Penalty: 3956.561523
	Iteration 21Q: 3 clusters Score -281791.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -281798.031250 Penalty: 3956.561523
	Iteration 22Q: 3 clusters Score -281798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -281799.343750 Penalty: 3956.561523
	Iteration 23Q: 3 clusters Score -281799.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -281800.125000 Penalty: 3956.561523
	Iteration 24Q: 3 clusters Score -281800.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -281801.062500 Penalty: 3956.561523
	Iteration 25Q: 3 clusters Score -281801.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -281802.218750 Penalty: 3956.561523
	Iteration 26Q: 3 clusters Score -281802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -281802.031250 Penalty: 3956.561523
	Iteration 27Q: 3 clusters Score -281802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -281802.406250 Penalty: 3956.561523
	Iteration 28Q: 3 clusters Score -281802.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -281803.781250 Penalty: 3956.561523
	Iteration 29Q: 3 clusters Score -281803.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -281803.781250 Penalty: 3956.561523
	Iteration 30F: 3 clusters Score -281803.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Entering Unmasked Estep 
Score: -764689.750000 Penalty: 2168.395752
	Iteration 0F: 2 clusters Score -764689.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -759349.062500 Penalty: 4336.791504
	Iteration 0F: 3 clusters Score -759349.1 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -760742.625000 Penalty: 4336.791504
	Iteration 1F: 3 clusters Score -760742.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -761014.750000 Penalty: 4336.791504
	Iteration 2F: 3 clusters Score -761014.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -761185.687500 Penalty: 4336.791504
	Iteration 3Q: 3 clusters Score -761185.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -761319.125000 Penalty: 4336.791504
	Iteration 4Q: 3 clusters Score -761319.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -761413.937500 Penalty: 4336.791504
	Iteration 5Q: 3 clusters Score -761413.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -761496.000000 Penalty: 4336.791504
	Iteration 6Q: 3 clusters Score -761496 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -761575.750000 Penalty: 4336.791504
	Iteration 7Q: 3 clusters Score -761575.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -761646.562500 Penalty: 4336.791504
	Iteration 8Q: 3 clusters Score -761646.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -761707.125000 Penalty: 4336.791504
	Iteration 9Q: 3 clusters Score -761707.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -761764.250000 Penalty: 4336.791504
	Iteration 10Q: 3 clusters Score -761764.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -761816.812500 Penalty: 4336.791504
	Iteration 11Q: 3 clusters Score -761816.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -761867.312500 Penalty: 4336.791504
	Iteration 12Q: 3 clusters Score -761867.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -761909.687500 Penalty: 4336.791504
	Iteration 13Q: 3 clusters Score -761909.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -761946.875000 Penalty: 4336.791504
	Iteration 14Q: 3 clusters Score -761946.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -761970.625000 Penalty: 4336.791504
	Iteration 15Q: 3 clusters Score -761970.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -761995.562500 Penalty: 4336.791504
	Iteration 16Q: 3 clusters Score -761995.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -762023.375000 Penalty: 4336.791504
	Iteration 17Q: 3 clusters Score -762023.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -762045.187500 Penalty: 4336.791504
	Iteration 18Q: 3 clusters Score -762045.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -762064.562500 Penalty: 4336.791504
	Iteration 19Q: 3 clusters Score -762064.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -762084.937500 Penalty: 4336.791504
	Iteration 20F: 3 clusters Score -762084.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -762107.000000 Penalty: 4336.791504
	Iteration 21Q: 3 clusters Score -762107 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -762133.000000 Penalty: 4336.791504
	Iteration 22Q: 3 clusters Score -762133 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -762158.625000 Penalty: 4336.791504
	Iteration 23Q: 3 clusters Score -762158.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -762177.437500 Penalty: 4336.791504
	Iteration 24Q: 3 clusters Score -762177.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -762189.812500 Penalty: 4336.791504
	Iteration 25Q: 3 clusters Score -762189.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -762199.187500 Penalty: 4336.791504
	Iteration 26Q: 3 clusters Score -762199.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -762213.250000 Penalty: 4336.791504
	Iteration 27Q: 3 clusters Score -762213.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -762226.687500 Penalty: 4336.791504
	Iteration 28Q: 3 clusters Score -762226.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -762239.000000 Penalty: 4336.791504
	Iteration 29Q: 3 clusters Score -762239 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -762251.500000 Penalty: 4336.791504
	Iteration 30Q: 3 clusters Score -762251.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -762258.750000 Penalty: 4336.791504
	Iteration 31Q: 3 clusters Score -762258.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -762268.437500 Penalty: 4336.791504
	Iteration 32Q: 3 clusters Score -762268.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -762279.875000 Penalty: 4336.791504
	Iteration 33Q: 3 clusters Score -762279.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -762293.937500 Penalty: 4336.791504
	Iteration 34Q: 3 clusters Score -762293.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -762305.625000 Penalty: 4336.791504
	Iteration 35Q: 3 clusters Score -762305.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -762314.437500 Penalty: 4336.791504
	Iteration 36Q: 3 clusters Score -762314.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -762324.500000 Penalty: 4336.791504
	Iteration 37Q: 3 clusters Score -762324.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -762333.875000 Penalty: 4336.791504
	Iteration 38Q: 3 clusters Score -762333.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -762343.437500 Penalty: 4336.791504
	Iteration 39Q: 3 clusters Score -762343.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -762352.500000 Penalty: 4336.791504
	Iteration 40F: 3 clusters Score -762352.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -762359.187500 Penalty: 4336.791504
	Iteration 41Q: 3 clusters Score -762359.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -762368.625000 Penalty: 4336.791504
	Iteration 42Q: 3 clusters Score -762368.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -762375.437500 Penalty: 4336.791504
	Iteration 43Q: 3 clusters Score -762375.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -762382.812500 Penalty: 4336.791504
	Iteration 44Q: 3 clusters Score -762382.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -762390.375000 Penalty: 4336.791504
	Iteration 45Q: 3 clusters Score -762390.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -762396.625000 Penalty: 4336.791504
	Iteration 46Q: 3 clusters Score -762396.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -762401.437500 Penalty: 4336.791504
	Iteration 47Q: 3 clusters Score -762401.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -762402.187500 Penalty: 4336.791504
	Iteration 48Q: 3 clusters Score -762402.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -762405.250000 Penalty: 4336.791504
	Iteration 49Q: 3 clusters Score -762405.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -762407.312500 Penalty: 4336.791504
	Iteration 50Q: 3 clusters Score -762407.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -762409.500000 Penalty: 4336.791504
	Iteration 51Q: 3 clusters Score -762409.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -762412.125000 Penalty: 4336.791504
	Iteration 52Q: 3 clusters Score -762412.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -762414.125000 Penalty: 4336.791504
	Iteration 53Q: 3 clusters Score -762414.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -762417.187500 Penalty: 4336.791504
	Iteration 54Q: 3 clusters Score -762417.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -762422.562500 Penalty: 4336.791504
	Iteration 55Q: 3 clusters Score -762422.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -762427.500000 Penalty: 4336.791504
	Iteration 56Q: 3 clusters Score -762427.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -762431.625000 Penalty: 4336.791504
	Iteration 57Q: 3 clusters Score -762431.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -762438.375000 Penalty: 4336.791504
	Iteration 58Q: 3 clusters Score -762438.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -762442.687500 Penalty: 4336.791504
	Iteration 59Q: 3 clusters Score -762442.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -762447.375000 Penalty: 4336.791504
	Iteration 60F: 3 clusters Score -762447.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -762452.687500 Penalty: 4336.791504
	Iteration 61Q: 3 clusters Score -762452.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -762459.750000 Penalty: 4336.791504
	Iteration 62Q: 3 clusters Score -762459.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -762462.937500 Penalty: 4336.791504
	Iteration 63Q: 3 clusters Score -762462.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -762471.750000 Penalty: 4336.791504
	Iteration 64Q: 3 clusters Score -762471.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -762482.687500 Penalty: 4336.791504
	Iteration 65Q: 3 clusters Score -762482.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -762497.312500 Penalty: 4336.791504
	Iteration 66Q: 3 clusters Score -762497.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -762509.750000 Penalty: 4336.791504
	Iteration 67Q: 3 clusters Score -762509.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -762527.500000 Penalty: 4336.791504
	Iteration 68Q: 3 clusters Score -762527.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -762547.750000 Penalty: 4336.791504
	Iteration 69Q: 3 clusters Score -762547.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -762562.250000 Penalty: 4336.791504
	Iteration 70Q: 3 clusters Score -762562.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -762579.187500 Penalty: 4336.791504
	Iteration 71Q: 3 clusters Score -762579.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -762589.562500 Penalty: 4336.791504
	Iteration 72Q: 3 clusters Score -762589.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -762601.250000 Penalty: 4336.791504
	Iteration 73Q: 3 clusters Score -762601.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -762612.187500 Penalty: 4336.791504
	Iteration 74Q: 3 clusters Score -762612.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -762624.562500 Penalty: 4336.791504
	Iteration 75Q: 3 clusters Score -762624.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -762629.437500 Penalty: 4336.791504
	Iteration 76Q: 3 clusters Score -762629.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -762634.625000 Penalty: 4336.791504
	Iteration 77Q: 3 clusters Score -762634.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -762643.937500 Penalty: 4336.791504
	Iteration 78Q: 3 clusters Score -762643.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -762654.187500 Penalty: 4336.791504
	Iteration 79Q: 3 clusters Score -762654.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -762658.750000 Penalty: 4336.791504
	Iteration 80F: 3 clusters Score -762658.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -762666.125000 Penalty: 4336.791504
	Iteration 81Q: 3 clusters Score -762666.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -762672.187500 Penalty: 4336.791504
	Iteration 82Q: 3 clusters Score -762672.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -762678.187500 Penalty: 4336.791504
	Iteration 83Q: 3 clusters Score -762678.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -762686.062500 Penalty: 4336.791504
	Iteration 84Q: 3 clusters Score -762686.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -762691.437500 Penalty: 4336.791504
	Iteration 85Q: 3 clusters Score -762691.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -762694.937500 Penalty: 4336.791504
	Iteration 86Q: 3 clusters Score -762694.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -762699.250000 Penalty: 4336.791504
	Iteration 87Q: 3 clusters Score -762699.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -762700.125000 Penalty: 4336.791504
	Iteration 88Q: 3 clusters Score -762700.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -762704.000000 Penalty: 4336.791504
	Iteration 89Q: 3 clusters Score -762704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -762706.125000 Penalty: 4336.791504
	Iteration 90Q: 3 clusters Score -762706.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -762708.875000 Penalty: 4336.791504
	Iteration 91Q: 3 clusters Score -762708.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -762712.812500 Penalty: 4336.791504
	Iteration 92Q: 3 clusters Score -762712.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -762720.312500 Penalty: 4336.791504
	Iteration 93Q: 3 clusters Score -762720.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -762721.562500 Penalty: 4336.791504
	Iteration 94Q: 3 clusters Score -762721.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -762726.062500 Penalty: 4336.791504
	Iteration 95Q: 3 clusters Score -762726.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -762730.625000 Penalty: 4336.791504
	Iteration 96Q: 3 clusters Score -762730.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -762733.062500 Penalty: 4336.791504
	Iteration 97Q: 3 clusters Score -762733.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -762735.937500 Penalty: 4336.791504
	Iteration 98Q: 3 clusters Score -762735.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -762736.312500 Penalty: 4336.791504
	Iteration 99Q: 3 clusters Score -762736.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -762737.437500 Penalty: 4336.791504
	Iteration 100F: 3 clusters Score -762737.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -762737.250000 Penalty: 4336.791504
	Iteration 101Q: 3 clusters Score -762737.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -762738.062500 Penalty: 4336.791504
	Iteration 102Q: 3 clusters Score -762738.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -762736.937500 Penalty: 4336.791504
	Iteration 103Q: 3 clusters Score -762736.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -762737.687500 Penalty: 4336.791504
	Iteration 104Q: 3 clusters Score -762737.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -762738.562500 Penalty: 4336.791504
	Iteration 105Q: 3 clusters Score -762738.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -762740.250000 Penalty: 4336.791504
	Iteration 106Q: 3 clusters Score -762740.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -762742.500000 Penalty: 4336.791504
	Iteration 107Q: 3 clusters Score -762742.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -762746.437500 Penalty: 4336.791504
	Iteration 108Q: 3 clusters Score -762746.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -762751.312500 Penalty: 4336.791504
	Iteration 109Q: 3 clusters Score -762751.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -762751.937500 Penalty: 4336.791504
	Iteration 110Q: 3 clusters Score -762751.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -762756.250000 Penalty: 4336.791504
	Iteration 111Q: 3 clusters Score -762756.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -762759.250000 Penalty: 4336.791504
	Iteration 112Q: 3 clusters Score -762759.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -762760.000000 Penalty: 4336.791504
	Iteration 113Q: 3 clusters Score -762760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -762758.812500 Penalty: 4336.791504
	Iteration 114Q: 3 clusters Score -762758.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -762758.812500 Penalty: 4336.791504
	Iteration 115F: 3 clusters Score -762758.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123384 members 
Mstep: Class 4 contains 18957 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 20525 members 
Mstep: Class 8 contains 246524 members 
Mstep: Class 9 contains 62578 members 
Mstep: Class 10 contains 27485 members 
Mstep: Class 11 contains 4173 members 
Mstep: Class 12 contains 30323 members 
Mstep: Class 13 contains 14858 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195823 members 
Mstep: Class 16 contains 75704 members 
Mstep: Class 17 contains 31941 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24632 members 
Mstep: Class 21 contains 3086 members 
Mstep: Class 22 contains 19416 members 
Mstep: Class 23 contains 10691 members 
Mstep: Class 24 contains 34694 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298775 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588608.000000 Penalty: 104589.859375
Iteration 479Q: 31 clusters Score -1.545886e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123384 members 
Mstep: Class 4 contains 18957 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 20528 members 
Mstep: Class 8 contains 246455 members 
Mstep: Class 9 contains 62588 members 
Mstep: Class 10 contains 27488 members 
Mstep: Class 11 contains 4174 members 
Mstep: Class 12 contains 30323 members 
Mstep: Class 13 contains 14858 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195853 members 
Mstep: Class 16 contains 75710 members 
Mstep: Class 17 contains 31944 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24632 members 
Mstep: Class 21 contains 3087 members 
Mstep: Class 22 contains 19410 members 
Mstep: Class 23 contains 10690 members 
Mstep: Class 24 contains 34710 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298776 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588432.000000 Penalty: 104589.859375
Iteration 480F: 31 clusters Score -1.545884e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123401 members 
Mstep: Class 4 contains 18964 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 20536 members 
Mstep: Class 8 contains 246364 members 
Mstep: Class 9 contains 62596 members 
Mstep: Class 10 contains 27488 members 
Mstep: Class 11 contains 4174 members 
Mstep: Class 12 contains 30326 members 
Mstep: Class 13 contains 14861 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195869 members 
Mstep: Class 16 contains 75713 members 
Mstep: Class 17 contains 31944 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24630 members 
Mstep: Class 21 contains 3087 members 
Mstep: Class 22 contains 19405 members 
Mstep: Class 23 contains 10687 members 
Mstep: Class 24 contains 34719 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298801 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588272.000000 Penalty: 104589.859375
Iteration 481Q: 31 clusters Score -1.545883e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123416 members 
Mstep: Class 4 contains 18971 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 20541 members 
Mstep: Class 8 contains 246284 members 
Mstep: Class 9 contains 62604 members 
Mstep: Class 10 contains 27490 members 
Mstep: Class 11 contains 4174 members 
Mstep: Class 12 contains 30326 members 
Mstep: Class 13 contains 14862 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195871 members 
Mstep: Class 16 contains 75714 members 
Mstep: Class 17 contains 31945 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24631 members 
Mstep: Class 21 contains 3088 members 
Mstep: Class 22 contains 19396 members 
Mstep: Class 23 contains 10688 members 
Mstep: Class 24 contains 34733 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298828 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588432.000000 Penalty: 104589.859375
Iteration 482Q: 31 clusters Score -1.545884e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123433 members 
Mstep: Class 4 contains 18985 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 246204 members 
Mstep: Class 9 contains 62621 members 
Mstep: Class 10 contains 27488 members 
Mstep: Class 11 contains 4174 members 
Mstep: Class 12 contains 30329 members 
Mstep: Class 13 contains 14871 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195860 members 
Mstep: Class 16 contains 75722 members 
Mstep: Class 17 contains 31948 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24632 members 
Mstep: Class 21 contains 3088 members 
Mstep: Class 22 contains 19387 members 
Mstep: Class 23 contains 10688 members 
Mstep: Class 24 contains 34749 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298832 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588448.000000 Penalty: 104589.859375
Iteration 483Q: 31 clusters Score -1.545884e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123438 members 
Mstep: Class 4 contains 18997 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 20555 members 
Mstep: Class 8 contains 246111 members 
Mstep: Class 9 contains 62618 members 
Mstep: Class 10 contains 27488 members 
Mstep: Class 11 contains 4175 members 
Mstep: Class 12 contains 30334 members 
Mstep: Class 13 contains 14873 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195868 members 
Mstep: Class 16 contains 75728 members 
Mstep: Class 17 contains 31952 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24632 members 
Mstep: Class 21 contains 3089 members 
Mstep: Class 22 contains 19380 members 
Mstep: Class 23 contains 10688 members 
Mstep: Class 24 contains 34763 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298872 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588288.000000 Penalty: 104589.859375
Iteration 484Q: 31 clusters Score -1.545883e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123450 members 
Mstep: Class 4 contains 19011 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 246036 members 
Mstep: Class 9 contains 62614 members 
Mstep: Class 10 contains 27490 members 
Mstep: Class 11 contains 4175 members 
Mstep: Class 12 contains 30340 members 
Mstep: Class 13 contains 14875 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195879 members 
Mstep: Class 16 contains 75732 members 
Mstep: Class 17 contains 31954 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24630 members 
Mstep: Class 21 contains 3089 members 
Mstep: Class 22 contains 19372 members 
Mstep: Class 23 contains 10686 members 
Mstep: Class 24 contains 34774 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298893 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588448.000000 Penalty: 104589.859375
Iteration 485Q: 31 clusters Score -1.545884e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123461 members 
Mstep: Class 4 contains 19020 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 20567 members 
Mstep: Class 8 contains 245986 members 
Mstep: Class 9 contains 62610 members 
Mstep: Class 10 contains 27490 members 
Mstep: Class 11 contains 4175 members 
Mstep: Class 12 contains 30342 members 
Mstep: Class 13 contains 14875 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195877 members 
Mstep: Class 16 contains 75736 members 
Mstep: Class 17 contains 31953 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24633 members 
Mstep: Class 21 contains 3090 members 
Mstep: Class 22 contains 19364 members 
Mstep: Class 23 contains 10685 members 
Mstep: Class 24 contains 34784 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298911 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588480.000000 Penalty: 104589.859375
Iteration 486Q: 31 clusters Score -1.545885e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123472 members 
Mstep: Class 4 contains 19034 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 20576 members 
Mstep: Class 8 contains 245942 members 
Mstep: Class 9 contains 62606 members 
Mstep: Class 10 contains 27492 members 
Mstep: Class 11 contains 4175 members 
Mstep: Class 12 contains 30343 members 
Mstep: Class 13 contains 14877 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195880 members 
Mstep: Class 16 contains 75741 members 
Mstep: Class 17 contains 31954 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24630 members 
Mstep: Class 21 contains 3090 members 
Mstep: Class 22 contains 19361 members 
Mstep: Class 23 contains 10685 members 
Mstep: Class 24 contains 34793 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298906 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588448.000000 Penalty: 104589.859375
Iteration 487Q: 31 clusters Score -1.545884e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123484 members 
Mstep: Class 4 contains 19047 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 20577 members 
Mstep: Class 8 contains 245899 members 
Mstep: Class 9 contains 62601 members 
Mstep: Class 10 contains 27491 members 
Mstep: Class 11 contains 4176 members 
Mstep: Class 12 contains 30354 members 
Mstep: Class 13 contains 14876 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195901 members 
Mstep: Class 16 contains 75744 members 
Mstep: Class 17 contains 31956 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24628 members 
Mstep: Class 21 contains 3090 members 
Mstep: Class 22 contains 19354 members 
Mstep: Class 23 contains 10689 members 
Mstep: Class 24 contains 34797 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298892 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588288.000000 Penalty: 104589.859375
Iteration 488Q: 31 clusters Score -1.545883e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123500 members 
Mstep: Class 4 contains 19056 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 20580 members 
Mstep: Class 8 contains 245872 members 
Mstep: Class 9 contains 62599 members 
Mstep: Class 10 contains 27496 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 30360 members 
Mstep: Class 13 contains 14873 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195911 members 
Mstep: Class 16 contains 75747 members 
Mstep: Class 17 contains 31964 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24629 members 
Mstep: Class 21 contains 3090 members 
Mstep: Class 22 contains 19344 members 
Mstep: Class 23 contains 10688 members 
Mstep: Class 24 contains 34804 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298864 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588432.000000 Penalty: 104589.859375
Iteration 489Q: 31 clusters Score -1.545884e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123517 members 
Mstep: Class 4 contains 19063 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 20579 members 
Mstep: Class 8 contains 245862 members 
Mstep: Class 9 contains 62604 members 
Mstep: Class 10 contains 27494 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 30367 members 
Mstep: Class 13 contains 14875 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195924 members 
Mstep: Class 16 contains 75745 members 
Mstep: Class 17 contains 31962 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24628 members 
Mstep: Class 21 contains 3090 members 
Mstep: Class 22 contains 19336 members 
Mstep: Class 23 contains 10689 members 
Mstep: Class 24 contains 34814 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298826 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588144.000000 Penalty: 104589.859375
Iteration 490Q: 31 clusters Score -1.545881e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123524 members 
Mstep: Class 4 contains 19064 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 20581 members 
Mstep: Class 8 contains 245883 members 
Mstep: Class 9 contains 62614 members 
Mstep: Class 10 contains 27491 members 
Mstep: Class 11 contains 4175 members 
Mstep: Class 12 contains 30378 members 
Mstep: Class 13 contains 14875 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195946 members 
Mstep: Class 16 contains 75747 members 
Mstep: Class 17 contains 31959 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24628 members 
Mstep: Class 21 contains 3091 members 
Mstep: Class 22 contains 19331 members 
Mstep: Class 23 contains 10691 members 
Mstep: Class 24 contains 34820 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298753 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588128.000000 Penalty: 104589.859375
Iteration 491Q: 31 clusters Score -1.545881e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123524 members 
Mstep: Class 4 contains 19073 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 20585 members 
Mstep: Class 8 contains 245913 members 
Mstep: Class 9 contains 62628 members 
Mstep: Class 10 contains 27492 members 
Mstep: Class 11 contains 4173 members 
Mstep: Class 12 contains 30380 members 
Mstep: Class 13 contains 14874 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195944 members 
Mstep: Class 16 contains 75747 members 
Mstep: Class 17 contains 31958 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24630 members 
Mstep: Class 21 contains 3091 members 
Mstep: Class 22 contains 19326 members 
Mstep: Class 23 contains 10692 members 
Mstep: Class 24 contains 34830 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298689 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154587952.000000 Penalty: 104589.859375
Iteration 492Q: 31 clusters Score -1.54588e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123539 members 
Mstep: Class 4 contains 19080 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 20586 members 
Mstep: Class 8 contains 245937 members 
Mstep: Class 9 contains 62636 members 
Mstep: Class 10 contains 27492 members 
Mstep: Class 11 contains 4173 members 
Mstep: Class 12 contains 30381 members 
Mstep: Class 13 contains 14874 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195938 members 
Mstep: Class 16 contains 75753 members 
Mstep: Class 17 contains 31958 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24629 members 
Mstep: Class 21 contains 3093 members 
Mstep: Class 22 contains 19327 members 
Mstep: Class 23 contains 10691 members 
Mstep: Class 24 contains 34832 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298628 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154587968.000000 Penalty: 104589.859375
Iteration 493Q: 31 clusters Score -1.54588e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123553 members 
Mstep: Class 4 contains 19089 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 20585 members 
Mstep: Class 8 contains 245932 members 
Mstep: Class 9 contains 62647 members 
Mstep: Class 10 contains 27493 members 
Mstep: Class 11 contains 4173 members 
Mstep: Class 12 contains 30385 members 
Mstep: Class 13 contains 14875 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195941 members 
Mstep: Class 16 contains 75755 members 
Mstep: Class 17 contains 31964 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24629 members 
Mstep: Class 21 contains 3094 members 
Mstep: Class 22 contains 19320 members 
Mstep: Class 23 contains 10693 members 
Mstep: Class 24 contains 34840 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298578 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154587872.000000 Penalty: 104589.859375
Iteration 494Q: 31 clusters Score -1.545879e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123564 members 
Mstep: Class 4 contains 19097 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 20583 members 
Mstep: Class 8 contains 245894 members 
Mstep: Class 9 contains 62662 members 
Mstep: Class 10 contains 27494 members 
Mstep: Class 11 contains 4173 members 
Mstep: Class 12 contains 30390 members 
Mstep: Class 13 contains 14880 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195968 members 
Mstep: Class 16 contains 75761 members 
Mstep: Class 17 contains 31968 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24630 members 
Mstep: Class 21 contains 3094 members 
Mstep: Class 22 contains 19307 members 
Mstep: Class 23 contains 10692 members 
Mstep: Class 24 contains 34848 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298541 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154587888.000000 Penalty: 104589.859375
Iteration 495Q: 31 clusters Score -1.545879e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123578 members 
Mstep: Class 4 contains 19102 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 20584 members 
Mstep: Class 8 contains 245853 members 
Mstep: Class 9 contains 62670 members 
Mstep: Class 10 contains 27495 members 
Mstep: Class 11 contains 4173 members 
Mstep: Class 12 contains 30397 members 
Mstep: Class 13 contains 14884 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 195997 members 
Mstep: Class 16 contains 75762 members 
Mstep: Class 17 contains 31968 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24630 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 19296 members 
Mstep: Class 23 contains 10691 members 
Mstep: Class 24 contains 34857 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298513 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154587888.000000 Penalty: 104589.859375
Iteration 496Q: 31 clusters Score -1.545879e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123599 members 
Mstep: Class 4 contains 19106 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 20583 members 
Mstep: Class 8 contains 245820 members 
Mstep: Class 9 contains 62675 members 
Mstep: Class 10 contains 27494 members 
Mstep: Class 11 contains 4173 members 
Mstep: Class 12 contains 30410 members 
Mstep: Class 13 contains 14887 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 196029 members 
Mstep: Class 16 contains 75759 members 
Mstep: Class 17 contains 31970 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24624 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 19288 members 
Mstep: Class 23 contains 10691 members 
Mstep: Class 24 contains 34872 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298469 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154587936.000000 Penalty: 104589.859375
Iteration 497Q: 31 clusters Score -1.545879e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123619 members 
Mstep: Class 4 contains 19114 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 20579 members 
Mstep: Class 8 contains 245805 members 
Mstep: Class 9 contains 62676 members 
Mstep: Class 10 contains 27492 members 
Mstep: Class 11 contains 4173 members 
Mstep: Class 12 contains 30420 members 
Mstep: Class 13 contains 14890 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 196044 members 
Mstep: Class 16 contains 75755 members 
Mstep: Class 17 contains 31974 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24620 members 
Mstep: Class 21 contains 3096 members 
Mstep: Class 22 contains 19279 members 
Mstep: Class 23 contains 10690 members 
Mstep: Class 24 contains 34880 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298437 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588144.000000 Penalty: 104589.859375
Iteration 498Q: 31 clusters Score -1.545881e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123629 members 
Mstep: Class 4 contains 19130 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 20576 members 
Mstep: Class 8 contains 245784 members 
Mstep: Class 9 contains 62670 members 
Mstep: Class 10 contains 27490 members 
Mstep: Class 11 contains 4173 members 
Mstep: Class 12 contains 30434 members 
Mstep: Class 13 contains 14895 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 196054 members 
Mstep: Class 16 contains 75754 members 
Mstep: Class 17 contains 31976 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24618 members 
Mstep: Class 21 contains 3097 members 
Mstep: Class 22 contains 19270 members 
Mstep: Class 23 contains 10690 members 
Mstep: Class 24 contains 34888 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298415 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588128.000000 Penalty: 104589.859375
Iteration 499Q: 31 clusters Score -1.545881e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 123641 members 
Mstep: Class 4 contains 19142 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 20579 members 
Mstep: Class 8 contains 245776 members 
Mstep: Class 9 contains 62667 members 
Mstep: Class 10 contains 27490 members 
Mstep: Class 11 contains 4173 members 
Mstep: Class 12 contains 30440 members 
Mstep: Class 13 contains 14895 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 196063 members 
Mstep: Class 16 contains 75748 members 
Mstep: Class 17 contains 31979 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 24619 members 
Mstep: Class 21 contains 3097 members 
Mstep: Class 22 contains 19263 members 
Mstep: Class 23 contains 10690 members 
Mstep: Class 24 contains 34896 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 298384 members 
Mstep: Class 28 contains 599 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588112.000000 Penalty: 104589.859375
Iteration 500F: 31 clusters Score -1.545881e+08 nChanged 216
Maximum iterations exceeded
--- Evaluating fit on full set of 3822400 points ---
Entering Unmasked Estep 
Score: -471365376.000000 Penalty: 112763.539062
23->31 Clusters: Score -471365376.000000, best is -473340288.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1274133 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55195 members 
Mstep: Class 2 contains 55394 members 
Mstep: Class 3 contains 55259 members 
Mstep: Class 4 contains 55437 members 
Mstep: Class 5 contains 55129 members 
Mstep: Class 6 contains 55222 members 
Mstep: Class 7 contains 55255 members 
Mstep: Class 8 contains 55394 members 
Mstep: Class 9 contains 55257 members 
Mstep: Class 10 contains 55578 members 
Mstep: Class 11 contains 55679 members 
Mstep: Class 12 contains 55520 members 
Mstep: Class 13 contains 55716 members 
Mstep: Class 14 contains 55370 members 
Mstep: Class 15 contains 55411 members 
Mstep: Class 16 contains 55559 members 
Mstep: Class 17 contains 55409 members 
Mstep: Class 18 contains 55454 members 
Mstep: Class 19 contains 55447 members 
Mstep: Class 20 contains 55202 members 
Mstep: Class 21 contains 55391 members 
Mstep: Class 22 contains 55455 members 
Mstep: Class 23 contains 55400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 516.513245 but Gain 3486.328125
Score: -147709696.000000 Penalty: 76699.226562
Iteration 0F: 23 clusters Score -1.477097e+08 nChanged 1215834
Entering Unmasked Mstep 
Mstep: Class 0 contains 3612 members 
Mstep: Class 1 contains 87065 members 
Mstep: Class 2 contains 44099 members 
Mstep: Class 3 contains 27519 members 
Mstep: Class 4 contains 108029 members 
Mstep: Class 5 contains 82508 members 
Mstep: Class 6 contains 24409 members 
Mstep: Class 7 contains 22065 members 
Mstep: Class 8 contains 60241 members 
Mstep: Class 9 contains 56522 members 
Mstep: Class 10 contains 97317 members 
Mstep: Class 11 contains 50619 members 
Mstep: Class 12 contains 52870 members 
Mstep: Class 13 contains 38325 members 
Mstep: Class 14 contains 39513 members 
Mstep: Class 15 contains 77509 members 
Mstep: Class 16 contains 51901 members 
Mstep: Class 17 contains 42435 members 
Mstep: Class 19 contains 82827 members 
Mstep: Class 20 contains 93504 members 
Mstep: Class 21 contains 10062 members 
Mstep: Class 22 contains 42825 members 
Mstep: Class 23 contains 78357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151879872.000000 Penalty: 76699.226562
Iteration 1F: 23 clusters Score -1.518799e+08 nChanged 558195
Entering Unmasked Mstep 
Mstep: Class 0 contains 2791 members 
Mstep: Class 1 contains 133283 members 
Mstep: Class 2 contains 44953 members 
Mstep: Class 3 contains 24531 members 
Mstep: Class 4 contains 178659 members 
Mstep: Class 5 contains 76313 members 
Mstep: Class 6 contains 11609 members 
Mstep: Class 7 contains 19540 members 
Mstep: Class 8 contains 57019 members 
Mstep: Class 9 contains 44486 members 
Mstep: Class 10 contains 117162 members 
Mstep: Class 11 contains 40159 members 
Mstep: Class 12 contains 17657 members 
Mstep: Class 13 contains 17577 members 
Mstep: Class 14 contains 21261 members 
Mstep: Class 15 contains 68673 members 
Mstep: Class 16 contains 45003 members 
Mstep: Class 17 contains 20743 members 
Mstep: Class 19 contains 80514 members 
Mstep: Class 20 contains 61489 members 
Mstep: Class 21 contains 6480 members 
Mstep: Class 22 contains 39314 members 
Mstep: Class 23 contains 144917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153166512.000000 Penalty: 76699.226562
Iteration 2F: 23 clusters Score -1.531665e+08 nChanged 335898
Entering Unmasked Mstep 
Mstep: Class 0 contains 684 members 
Mstep: Class 1 contains 151224 members 
Mstep: Class 2 contains 44207 members 
Mstep: Class 3 contains 17229 members 
Mstep: Class 4 contains 234537 members 
Mstep: Class 5 contains 70675 members 
Mstep: Class 6 contains 11257 members 
Mstep: Class 7 contains 18020 members 
Mstep: Class 8 contains 59689 members 
Mstep: Class 9 contains 43905 members 
Mstep: Class 10 contains 138915 members 
Mstep: Class 11 contains 28640 members 
Mstep: Class 12 contains 7008 members 
Mstep: Class 13 contains 8929 members 
Mstep: Class 14 contains 18702 members 
Mstep: Class 15 contains 60193 members 
Mstep: Class 16 contains 36624 members 
Mstep: Class 17 contains 11339 members 
Mstep: Class 19 contains 60753 members 
Mstep: Class 20 contains 45172 members 
Mstep: Class 21 contains 5341 members 
Mstep: Class 22 contains 29065 members 
Mstep: Class 23 contains 172025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153642288.000000 Penalty: 76699.226562
Iteration 3F: 23 clusters Score -1.536423e+08 nChanged 234199
Entering Unmasked Mstep 
Mstep: Class 0 contains 363 members 
Mstep: Class 1 contains 165906 members 
Mstep: Class 2 contains 43976 members 
Mstep: Class 3 contains 11269 members 
Mstep: Class 4 contains 271544 members 
Mstep: Class 5 contains 63675 members 
Mstep: Class 6 contains 14651 members 
Mstep: Class 7 contains 14603 members 
Mstep: Class 8 contains 62445 members 
Mstep: Class 9 contains 46222 members 
Mstep: Class 10 contains 157533 members 
Mstep: Class 11 contains 18054 members 
Mstep: Class 12 contains 4278 members 
Mstep: Class 13 contains 6767 members 
Mstep: Class 14 contains 19703 members 
Mstep: Class 15 contains 50647 members 
Mstep: Class 16 contains 27259 members 
Mstep: Class 17 contains 7290 members 
Mstep: Class 19 contains 41564 members 
Mstep: Class 20 contains 36768 members 
Mstep: Class 21 contains 4993 members 
Mstep: Class 22 contains 19071 members 
Mstep: Class 23 contains 185552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153835488.000000 Penalty: 76699.226562
Iteration 4F: 23 clusters Score -1.538355e+08 nChanged 178163
Entering Unmasked Mstep 
Mstep: Class 0 contains 324 members 
Mstep: Class 1 contains 180853 members 
Mstep: Class 2 contains 44993 members 
Mstep: Class 3 contains 7630 members 
Mstep: Class 4 contains 290301 members 
Mstep: Class 5 contains 57578 members 
Mstep: Class 6 contains 16988 members 
Mstep: Class 7 contains 12966 members 
Mstep: Class 8 contains 65269 members 
Mstep: Class 9 contains 47609 members 
Mstep: Class 10 contains 170426 members 
Mstep: Class 11 contains 11519 members 
Mstep: Class 12 contains 3533 members 
Mstep: Class 13 contains 6009 members 
Mstep: Class 14 contains 21189 members 
Mstep: Class 15 contains 43361 members 
Mstep: Class 16 contains 19099 members 
Mstep: Class 17 contains 4857 members 
Mstep: Class 19 contains 27350 members 
Mstep: Class 20 contains 30574 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 12014 members 
Mstep: Class 23 contains 194633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153964096.000000 Penalty: 76699.226562
Iteration 5F: 23 clusters Score -1.539641e+08 nChanged 144543
Entering Unmasked Mstep 
Mstep: Class 0 contains 290 members 
Mstep: Class 1 contains 197839 members 
Mstep: Class 2 contains 47397 members 
Mstep: Class 3 contains 5761 members 
Mstep: Class 4 contains 291722 members 
Mstep: Class 5 contains 53384 members 
Mstep: Class 6 contains 18720 members 
Mstep: Class 7 contains 11969 members 
Mstep: Class 8 contains 67186 members 
Mstep: Class 9 contains 47756 members 
Mstep: Class 10 contains 177150 members 
Mstep: Class 11 contains 8220 members 
Mstep: Class 12 contains 3245 members 
Mstep: Class 13 contains 5885 members 
Mstep: Class 14 contains 21899 members 
Mstep: Class 15 contains 38632 members 
Mstep: Class 16 contains 12840 members 
Mstep: Class 17 contains 3523 members 
Mstep: Class 19 contains 20408 members 
Mstep: Class 20 contains 26232 members 
Mstep: Class 21 contains 4697 members 
Mstep: Class 22 contains 7628 members 
Mstep: Class 23 contains 201750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069840.000000 Penalty: 76699.226562
Iteration 6F: 23 clusters Score -1.540698e+08 nChanged 125383
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 219060 members 
Mstep: Class 2 contains 50542 members 
Mstep: Class 3 contains 4880 members 
Mstep: Class 4 contains 278638 members 
Mstep: Class 5 contains 50977 members 
Mstep: Class 6 contains 20162 members 
Mstep: Class 7 contains 11191 members 
Mstep: Class 8 contains 68009 members 
Mstep: Class 9 contains 47396 members 
Mstep: Class 10 contains 179066 members 
Mstep: Class 11 contains 6709 members 
Mstep: Class 12 contains 2964 members 
Mstep: Class 13 contains 6267 members 
Mstep: Class 14 contains 22135 members 
Mstep: Class 15 contains 36395 members 
Mstep: Class 16 contains 8587 members 
Mstep: Class 17 contains 2738 members 
Mstep: Class 19 contains 18799 members 
Mstep: Class 20 contains 23554 members 
Mstep: Class 21 contains 3905 members 
Mstep: Class 22 contains 5066 members 
Mstep: Class 23 contains 206900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154159168.000000 Penalty: 76699.226562
Iteration 7F: 23 clusters Score -1.541592e+08 nChanged 114152
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 246497 members 
Mstep: Class 2 contains 53753 members 
Mstep: Class 3 contains 4673 members 
Mstep: Class 4 contains 255951 members 
Mstep: Class 5 contains 49826 members 
Mstep: Class 6 contains 21357 members 
Mstep: Class 7 contains 10552 members 
Mstep: Class 8 contains 68046 members 
Mstep: Class 9 contains 46556 members 
Mstep: Class 10 contains 177221 members 
Mstep: Class 11 contains 6257 members 
Mstep: Class 12 contains 2754 members 
Mstep: Class 13 contains 6974 members 
Mstep: Class 14 contains 22424 members 
Mstep: Class 15 contains 35980 members 
Mstep: Class 16 contains 5765 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 19 contains 19086 members 
Mstep: Class 20 contains 21877 members 
Mstep: Class 21 contains 3427 members 
Mstep: Class 22 contains 3631 members 
Mstep: Class 23 contains 209220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2942.895020 but Gain 3486.328125
Score: -154232832.000000 Penalty: 73212.898438
Iteration 8F: 22 clusters Score -1.542328e+08 nChanged 108802
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 279890 members 
Mstep: Class 2 contains 56617 members 
Mstep: Class 3 contains 4748 members 
Mstep: Class 4 contains 230506 members 
Mstep: Class 5 contains 49193 members 
Mstep: Class 6 contains 22245 members 
Mstep: Class 7 contains 9971 members 
Mstep: Class 8 contains 68057 members 
Mstep: Class 9 contains 45413 members 
Mstep: Class 10 contains 173090 members 
Mstep: Class 11 contains 6552 members 
Mstep: Class 12 contains 2578 members 
Mstep: Class 13 contains 8044 members 
Mstep: Class 14 contains 22794 members 
Mstep: Class 15 contains 36444 members 
Mstep: Class 16 contains 3988 members 
Mstep: Class 17 contains 1603 members 
Mstep: Class 19 contains 19407 members 
Mstep: Class 20 contains 20902 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 23 contains 208316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3246.214111 but Gain 3486.328125
Score: -154304176.000000 Penalty: 69726.570312
Iteration 9F: 21 clusters Score -1.543042e+08 nChanged 99039
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 315078 members 
Mstep: Class 2 contains 58755 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 205194 members 
Mstep: Class 5 contains 48209 members 
Mstep: Class 6 contains 22797 members 
Mstep: Class 7 contains 9619 members 
Mstep: Class 8 contains 67455 members 
Mstep: Class 9 contains 44036 members 
Mstep: Class 10 contains 167881 members 
Mstep: Class 11 contains 7254 members 
Mstep: Class 12 contains 2455 members 
Mstep: Class 13 contains 9263 members 
Mstep: Class 14 contains 23236 members 
Mstep: Class 15 contains 37462 members 
Mstep: Class 17 contains 1172 members 
Mstep: Class 19 contains 19616 members 
Mstep: Class 20 contains 20305 members 
Mstep: Class 21 contains 3823 members 
Mstep: Class 23 contains 205593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154358016.000000 Penalty: 69726.570312
Iteration 10F: 21 clusters Score -1.54358e+08 nChanged 85114
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 342400 members 
Mstep: Class 2 contains 60196 members 
Mstep: Class 3 contains 5122 members 
Mstep: Class 4 contains 186713 members 
Mstep: Class 5 contains 46197 members 
Mstep: Class 6 contains 22997 members 
Mstep: Class 7 contains 9105 members 
Mstep: Class 8 contains 66204 members 
Mstep: Class 9 contains 42845 members 
Mstep: Class 10 contains 161729 members 
Mstep: Class 11 contains 8208 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 10607 members 
Mstep: Class 14 contains 23721 members 
Mstep: Class 15 contains 37438 members 
Mstep: Class 17 contains 798 members 
Mstep: Class 19 contains 19696 members 
Mstep: Class 20 contains 19824 members 
Mstep: Class 21 contains 4007 members 
Mstep: Class 23 contains 203931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3421.477051 but Gain 3486.328125
Score: -154364304.000000 Penalty: 66240.242188
Iteration 11F: 20 clusters Score -1.543643e+08 nChanged 77576
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 347530 members 
Mstep: Class 2 contains 61556 members 
Mstep: Class 3 contains 5364 members 
Mstep: Class 4 contains 180063 members 
Mstep: Class 5 contains 44093 members 
Mstep: Class 6 contains 23039 members 
Mstep: Class 7 contains 9522 members 
Mstep: Class 8 contains 65167 members 
Mstep: Class 9 contains 41359 members 
Mstep: Class 10 contains 157687 members 
Mstep: Class 11 contains 9266 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12054 members 
Mstep: Class 14 contains 24315 members 
Mstep: Class 15 contains 38057 members 
Mstep: Class 19 contains 19625 members 
Mstep: Class 20 contains 19654 members 
Mstep: Class 21 contains 4116 members 
Mstep: Class 23 contains 209273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154367136.000000 Penalty: 66240.242188
Iteration 12F: 20 clusters Score -1.543671e+08 nChanged 59519
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 343401 members 
Mstep: Class 2 contains 63149 members 
Mstep: Class 3 contains 5708 members 
Mstep: Class 4 contains 175301 members 
Mstep: Class 5 contains 42538 members 
Mstep: Class 6 contains 22989 members 
Mstep: Class 7 contains 10035 members 
Mstep: Class 8 contains 64846 members 
Mstep: Class 9 contains 40155 members 
Mstep: Class 10 contains 155537 members 
Mstep: Class 11 contains 10529 members 
Mstep: Class 12 contains 2416 members 
Mstep: Class 13 contains 13486 members 
Mstep: Class 14 contains 24384 members 
Mstep: Class 15 contains 39310 members 
Mstep: Class 19 contains 19522 members 
Mstep: Class 20 contains 19617 members 
Mstep: Class 21 contains 4018 members 
Mstep: Class 23 contains 217170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154380896.000000 Penalty: 66240.242188
Iteration 13Q: 20 clusters Score -1.543809e+08 nChanged 47484
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 339333 members 
Mstep: Class 2 contains 64796 members 
Mstep: Class 3 contains 6365 members 
Mstep: Class 4 contains 170412 members 
Mstep: Class 5 contains 41302 members 
Mstep: Class 6 contains 23022 members 
Mstep: Class 7 contains 10268 members 
Mstep: Class 8 contains 64739 members 
Mstep: Class 9 contains 39222 members 
Mstep: Class 10 contains 153288 members 
Mstep: Class 11 contains 11858 members 
Mstep: Class 12 contains 2513 members 
Mstep: Class 13 contains 14645 members 
Mstep: Class 14 contains 24429 members 
Mstep: Class 15 contains 40686 members 
Mstep: Class 19 contains 19457 members 
Mstep: Class 20 contains 19637 members 
Mstep: Class 21 contains 3957 members 
Mstep: Class 23 contains 224180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154396560.000000 Penalty: 66240.242188
Iteration 14Q: 20 clusters Score -1.543966e+08 nChanged 40776
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 336017 members 
Mstep: Class 2 contains 66186 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 166240 members 
Mstep: Class 5 contains 40135 members 
Mstep: Class 6 contains 22977 members 
Mstep: Class 7 contains 10394 members 
Mstep: Class 8 contains 64885 members 
Mstep: Class 9 contains 38471 members 
Mstep: Class 10 contains 150831 members 
Mstep: Class 11 contains 13126 members 
Mstep: Class 12 contains 2718 members 
Mstep: Class 13 contains 15566 members 
Mstep: Class 14 contains 24449 members 
Mstep: Class 15 contains 42108 members 
Mstep: Class 19 contains 19389 members 
Mstep: Class 20 contains 19638 members 
Mstep: Class 21 contains 3892 members 
Mstep: Class 23 contains 229767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154409152.000000 Penalty: 66240.242188
Iteration 15Q: 20 clusters Score -1.544092e+08 nChanged 36326
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 333166 members 
Mstep: Class 2 contains 67491 members 
Mstep: Class 3 contains 8228 members 
Mstep: Class 4 contains 163437 members 
Mstep: Class 5 contains 38901 members 
Mstep: Class 6 contains 22996 members 
Mstep: Class 7 contains 10449 members 
Mstep: Class 8 contains 65332 members 
Mstep: Class 9 contains 37760 members 
Mstep: Class 10 contains 148276 members 
Mstep: Class 11 contains 14272 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 16231 members 
Mstep: Class 14 contains 24438 members 
Mstep: Class 15 contains 43591 members 
Mstep: Class 19 contains 19301 members 
Mstep: Class 20 contains 19620 members 
Mstep: Class 21 contains 3855 members 
Mstep: Class 23 contains 233763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154419552.000000 Penalty: 66240.242188
Iteration 16Q: 20 clusters Score -1.544196e+08 nChanged 32318
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 330740 members 
Mstep: Class 2 contains 68604 members 
Mstep: Class 3 contains 9040 members 
Mstep: Class 4 contains 161975 members 
Mstep: Class 5 contains 37802 members 
Mstep: Class 6 contains 23010 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 65753 members 
Mstep: Class 9 contains 37109 members 
Mstep: Class 10 contains 145705 members 
Mstep: Class 11 contains 15318 members 
Mstep: Class 12 contains 3291 members 
Mstep: Class 13 contains 16751 members 
Mstep: Class 14 contains 24353 members 
Mstep: Class 15 contains 45291 members 
Mstep: Class 19 contains 19226 members 
Mstep: Class 20 contains 19625 members 
Mstep: Class 21 contains 3839 members 
Mstep: Class 23 contains 236231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154426576.000000 Penalty: 66240.242188
Iteration 17Q: 20 clusters Score -1.544266e+08 nChanged 29375
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 328831 members 
Mstep: Class 2 contains 69626 members 
Mstep: Class 3 contains 9735 members 
Mstep: Class 4 contains 162039 members 
Mstep: Class 5 contains 36735 members 
Mstep: Class 6 contains 23039 members 
Mstep: Class 7 contains 10414 members 
Mstep: Class 8 contains 66305 members 
Mstep: Class 9 contains 36498 members 
Mstep: Class 10 contains 143010 members 
Mstep: Class 11 contains 16136 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 17219 members 
Mstep: Class 14 contains 24281 members 
Mstep: Class 15 contains 47064 members 
Mstep: Class 19 contains 19164 members 
Mstep: Class 20 contains 19666 members 
Mstep: Class 21 contains 3834 members 
Mstep: Class 23 contains 237033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154431520.000000 Penalty: 66240.242188
Iteration 18Q: 20 clusters Score -1.544315e+08 nChanged 27143
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 326985 members 
Mstep: Class 2 contains 70567 members 
Mstep: Class 3 contains 10255 members 
Mstep: Class 4 contains 163270 members 
Mstep: Class 5 contains 35766 members 
Mstep: Class 6 contains 23073 members 
Mstep: Class 7 contains 10356 members 
Mstep: Class 8 contains 66841 members 
Mstep: Class 9 contains 35967 members 
Mstep: Class 10 contains 140449 members 
Mstep: Class 11 contains 16888 members 
Mstep: Class 12 contains 3621 members 
Mstep: Class 13 contains 17607 members 
Mstep: Class 14 contains 24227 members 
Mstep: Class 15 contains 49059 members 
Mstep: Class 19 contains 19101 members 
Mstep: Class 20 contains 19738 members 
Mstep: Class 21 contains 3835 members 
Mstep: Class 23 contains 236504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154436912.000000 Penalty: 66240.242188
Iteration 19Q: 20 clusters Score -1.544369e+08 nChanged 24740
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 325568 members 
Mstep: Class 2 contains 71435 members 
Mstep: Class 3 contains 10713 members 
Mstep: Class 4 contains 165281 members 
Mstep: Class 5 contains 34845 members 
Mstep: Class 6 contains 23052 members 
Mstep: Class 7 contains 10279 members 
Mstep: Class 8 contains 67361 members 
Mstep: Class 9 contains 35569 members 
Mstep: Class 10 contains 137860 members 
Mstep: Class 11 contains 17523 members 
Mstep: Class 12 contains 3714 members 
Mstep: Class 13 contains 17915 members 
Mstep: Class 14 contains 24186 members 
Mstep: Class 15 contains 51058 members 
Mstep: Class 19 contains 19016 members 
Mstep: Class 20 contains 19770 members 
Mstep: Class 21 contains 3832 members 
Mstep: Class 23 contains 235132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154443200.000000 Penalty: 66240.242188
Iteration 20F: 20 clusters Score -1.544432e+08 nChanged 24483
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 324328 members 
Mstep: Class 2 contains 72226 members 
Mstep: Class 3 contains 11184 members 
Mstep: Class 4 contains 168067 members 
Mstep: Class 5 contains 33884 members 
Mstep: Class 6 contains 23054 members 
Mstep: Class 7 contains 10147 members 
Mstep: Class 8 contains 67830 members 
Mstep: Class 9 contains 35008 members 
Mstep: Class 10 contains 135111 members 
Mstep: Class 11 contains 18081 members 
Mstep: Class 12 contains 4522 members 
Mstep: Class 13 contains 18208 members 
Mstep: Class 14 contains 24139 members 
Mstep: Class 15 contains 53124 members 
Mstep: Class 19 contains 18853 members 
Mstep: Class 20 contains 19833 members 
Mstep: Class 21 contains 3596 members 
Mstep: Class 23 contains 232914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154450848.000000 Penalty: 66240.242188
Iteration 21Q: 20 clusters Score -1.544508e+08 nChanged 23942
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 323269 members 
Mstep: Class 2 contains 72811 members 
Mstep: Class 3 contains 11595 members 
Mstep: Class 4 contains 172005 members 
Mstep: Class 5 contains 33072 members 
Mstep: Class 6 contains 23071 members 
Mstep: Class 7 contains 10050 members 
Mstep: Class 8 contains 68222 members 
Mstep: Class 9 contains 34342 members 
Mstep: Class 10 contains 132443 members 
Mstep: Class 11 contains 18523 members 
Mstep: Class 12 contains 5295 members 
Mstep: Class 13 contains 18507 members 
Mstep: Class 14 contains 24081 members 
Mstep: Class 15 contains 55197 members 
Mstep: Class 19 contains 18718 members 
Mstep: Class 20 contains 19913 members 
Mstep: Class 21 contains 3330 members 
Mstep: Class 23 contains 229665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154457072.000000 Penalty: 66240.242188
Iteration 22Q: 20 clusters Score -1.544571e+08 nChanged 22702
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 322090 members 
Mstep: Class 2 contains 73315 members 
Mstep: Class 3 contains 11922 members 
Mstep: Class 4 contains 176837 members 
Mstep: Class 5 contains 32266 members 
Mstep: Class 6 contains 23127 members 
Mstep: Class 7 contains 9932 members 
Mstep: Class 8 contains 68622 members 
Mstep: Class 9 contains 33729 members 
Mstep: Class 10 contains 130079 members 
Mstep: Class 11 contains 18931 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 18791 members 
Mstep: Class 14 contains 24008 members 
Mstep: Class 15 contains 57281 members 
Mstep: Class 19 contains 18572 members 
Mstep: Class 20 contains 20029 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 23 contains 225637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154462960.000000 Penalty: 66240.242188
Iteration 23Q: 20 clusters Score -1.54463e+08 nChanged 21832
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 321064 members 
Mstep: Class 2 contains 73659 members 
Mstep: Class 3 contains 12224 members 
Mstep: Class 4 contains 182288 members 
Mstep: Class 5 contains 31489 members 
Mstep: Class 6 contains 23159 members 
Mstep: Class 7 contains 9786 members 
Mstep: Class 8 contains 69063 members 
Mstep: Class 9 contains 33158 members 
Mstep: Class 10 contains 127755 members 
Mstep: Class 11 contains 19271 members 
Mstep: Class 12 contains 6052 members 
Mstep: Class 13 contains 19098 members 
Mstep: Class 14 contains 23908 members 
Mstep: Class 15 contains 59316 members 
Mstep: Class 19 contains 18411 members 
Mstep: Class 20 contains 20158 members 
Mstep: Class 21 contains 3202 members 
Mstep: Class 23 contains 221048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154468336.000000 Penalty: 66240.242188
Iteration 24Q: 20 clusters Score -1.544683e+08 nChanged 21318
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 320179 members 
Mstep: Class 2 contains 73897 members 
Mstep: Class 3 contains 12434 members 
Mstep: Class 4 contains 188298 members 
Mstep: Class 5 contains 30786 members 
Mstep: Class 6 contains 23183 members 
Mstep: Class 7 contains 9657 members 
Mstep: Class 8 contains 69616 members 
Mstep: Class 9 contains 32604 members 
Mstep: Class 10 contains 125491 members 
Mstep: Class 11 contains 19555 members 
Mstep: Class 12 contains 6329 members 
Mstep: Class 13 contains 19389 members 
Mstep: Class 14 contains 23795 members 
Mstep: Class 15 contains 61242 members 
Mstep: Class 19 contains 18224 members 
Mstep: Class 20 contains 20284 members 
Mstep: Class 21 contains 3183 members 
Mstep: Class 23 contains 215961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154472144.000000 Penalty: 66240.242188
Iteration 25Q: 20 clusters Score -1.544721e+08 nChanged 21175
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 318985 members 
Mstep: Class 2 contains 73900 members 
Mstep: Class 3 contains 12625 members 
Mstep: Class 4 contains 194714 members 
Mstep: Class 5 contains 30203 members 
Mstep: Class 6 contains 23217 members 
Mstep: Class 7 contains 9491 members 
Mstep: Class 8 contains 70263 members 
Mstep: Class 9 contains 32108 members 
Mstep: Class 10 contains 123307 members 
Mstep: Class 11 contains 19771 members 
Mstep: Class 12 contains 6617 members 
Mstep: Class 13 contains 19652 members 
Mstep: Class 14 contains 23657 members 
Mstep: Class 15 contains 63168 members 
Mstep: Class 19 contains 18005 members 
Mstep: Class 20 contains 20429 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 23 contains 210824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154477648.000000 Penalty: 66240.242188
Iteration 26Q: 20 clusters Score -1.544776e+08 nChanged 20814
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 317909 members 
Mstep: Class 2 contains 73826 members 
Mstep: Class 3 contains 12794 members 
Mstep: Class 4 contains 201112 members 
Mstep: Class 5 contains 29624 members 
Mstep: Class 6 contains 23226 members 
Mstep: Class 7 contains 9294 members 
Mstep: Class 8 contains 70893 members 
Mstep: Class 9 contains 31698 members 
Mstep: Class 10 contains 121198 members 
Mstep: Class 11 contains 19927 members 
Mstep: Class 12 contains 6868 members 
Mstep: Class 13 contains 19855 members 
Mstep: Class 14 contains 23530 members 
Mstep: Class 15 contains 65075 members 
Mstep: Class 19 contains 17778 members 
Mstep: Class 20 contains 20572 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 23 contains 205760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154482528.000000 Penalty: 66240.242188
Iteration 27Q: 20 clusters Score -1.544825e+08 nChanged 20635
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 316707 members 
Mstep: Class 2 contains 73679 members 
Mstep: Class 3 contains 12951 members 
Mstep: Class 4 contains 207382 members 
Mstep: Class 5 contains 29047 members 
Mstep: Class 6 contains 23251 members 
Mstep: Class 7 contains 9092 members 
Mstep: Class 8 contains 71593 members 
Mstep: Class 9 contains 31374 members 
Mstep: Class 10 contains 119223 members 
Mstep: Class 11 contains 20057 members 
Mstep: Class 12 contains 7046 members 
Mstep: Class 13 contains 20058 members 
Mstep: Class 14 contains 23390 members 
Mstep: Class 15 contains 66868 members 
Mstep: Class 19 contains 17532 members 
Mstep: Class 20 contains 20722 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 23 contains 200961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154487280.000000 Penalty: 66240.242188
Iteration 28Q: 20 clusters Score -1.544873e+08 nChanged 20399
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 316128 members 
Mstep: Class 2 contains 73384 members 
Mstep: Class 3 contains 13105 members 
Mstep: Class 4 contains 213035 members 
Mstep: Class 5 contains 28448 members 
Mstep: Class 6 contains 23321 members 
Mstep: Class 7 contains 8908 members 
Mstep: Class 8 contains 72453 members 
Mstep: Class 9 contains 31117 members 
Mstep: Class 10 contains 117220 members 
Mstep: Class 11 contains 20185 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 20231 members 
Mstep: Class 14 contains 23253 members 
Mstep: Class 15 contains 68547 members 
Mstep: Class 19 contains 17259 members 
Mstep: Class 20 contains 20845 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 23 contains 196288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154491440.000000 Penalty: 66240.242188
Iteration 29Q: 20 clusters Score -1.544914e+08 nChanged 19967
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 315676 members 
Mstep: Class 2 contains 73073 members 
Mstep: Class 3 contains 13230 members 
Mstep: Class 4 contains 218206 members 
Mstep: Class 5 contains 27894 members 
Mstep: Class 6 contains 23370 members 
Mstep: Class 7 contains 8723 members 
Mstep: Class 8 contains 73389 members 
Mstep: Class 9 contains 30924 members 
Mstep: Class 10 contains 115257 members 
Mstep: Class 11 contains 20296 members 
Mstep: Class 12 contains 7302 members 
Mstep: Class 13 contains 20390 members 
Mstep: Class 14 contains 23073 members 
Mstep: Class 15 contains 70140 members 
Mstep: Class 19 contains 17016 members 
Mstep: Class 20 contains 20996 members 
Mstep: Class 21 contains 3165 members 
Mstep: Class 23 contains 191987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154493872.000000 Penalty: 66240.242188
Iteration 30Q: 20 clusters Score -1.544939e+08 nChanged 19322
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 315113 members 
Mstep: Class 2 contains 72720 members 
Mstep: Class 3 contains 13366 members 
Mstep: Class 4 contains 222817 members 
Mstep: Class 5 contains 27402 members 
Mstep: Class 6 contains 23402 members 
Mstep: Class 7 contains 8533 members 
Mstep: Class 8 contains 74390 members 
Mstep: Class 9 contains 30753 members 
Mstep: Class 10 contains 113504 members 
Mstep: Class 11 contains 20385 members 
Mstep: Class 12 contains 7404 members 
Mstep: Class 13 contains 20511 members 
Mstep: Class 14 contains 22887 members 
Mstep: Class 15 contains 71724 members 
Mstep: Class 19 contains 16769 members 
Mstep: Class 20 contains 21163 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 23 contains 188097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154497280.000000 Penalty: 66240.242188
Iteration 31Q: 20 clusters Score -1.544973e+08 nChanged 18609
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 314544 members 
Mstep: Class 2 contains 72314 members 
Mstep: Class 3 contains 13512 members 
Mstep: Class 4 contains 226816 members 
Mstep: Class 5 contains 26962 members 
Mstep: Class 6 contains 23450 members 
Mstep: Class 7 contains 8348 members 
Mstep: Class 8 contains 75474 members 
Mstep: Class 9 contains 30584 members 
Mstep: Class 10 contains 111923 members 
Mstep: Class 11 contains 20489 members 
Mstep: Class 12 contains 7474 members 
Mstep: Class 13 contains 20616 members 
Mstep: Class 14 contains 22724 members 
Mstep: Class 15 contains 73269 members 
Mstep: Class 19 contains 16536 members 
Mstep: Class 20 contains 21293 members 
Mstep: Class 21 contains 3166 members 
Mstep: Class 23 contains 184613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154500272.000000 Penalty: 66240.242188
Iteration 32Q: 20 clusters Score -1.545003e+08 nChanged 18555
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 313896 members 
Mstep: Class 2 contains 71888 members 
Mstep: Class 3 contains 13639 members 
Mstep: Class 4 contains 230369 members 
Mstep: Class 5 contains 26562 members 
Mstep: Class 6 contains 23468 members 
Mstep: Class 7 contains 8164 members 
Mstep: Class 8 contains 76678 members 
Mstep: Class 9 contains 30443 members 
Mstep: Class 10 contains 110434 members 
Mstep: Class 11 contains 20598 members 
Mstep: Class 12 contains 7503 members 
Mstep: Class 13 contains 20744 members 
Mstep: Class 14 contains 22584 members 
Mstep: Class 15 contains 74823 members 
Mstep: Class 19 contains 16273 members 
Mstep: Class 20 contains 21412 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 23 contains 181460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154503488.000000 Penalty: 66240.242188
Iteration 33Q: 20 clusters Score -1.545035e+08 nChanged 17954
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 313186 members 
Mstep: Class 2 contains 71500 members 
Mstep: Class 3 contains 13761 members 
Mstep: Class 4 contains 233308 members 
Mstep: Class 5 contains 26138 members 
Mstep: Class 6 contains 23517 members 
Mstep: Class 7 contains 8002 members 
Mstep: Class 8 contains 77869 members 
Mstep: Class 9 contains 30304 members 
Mstep: Class 10 contains 108976 members 
Mstep: Class 11 contains 20695 members 
Mstep: Class 12 contains 7501 members 
Mstep: Class 13 contains 20866 members 
Mstep: Class 14 contains 22480 members 
Mstep: Class 15 contains 76320 members 
Mstep: Class 19 contains 16003 members 
Mstep: Class 20 contains 21516 members 
Mstep: Class 21 contains 3165 members 
Mstep: Class 23 contains 179000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154507760.000000 Penalty: 66240.242188
Iteration 34Q: 20 clusters Score -1.545078e+08 nChanged 17568
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 312722 members 
Mstep: Class 2 contains 71039 members 
Mstep: Class 3 contains 13912 members 
Mstep: Class 4 contains 235783 members 
Mstep: Class 5 contains 25714 members 
Mstep: Class 6 contains 23609 members 
Mstep: Class 7 contains 7883 members 
Mstep: Class 8 contains 79088 members 
Mstep: Class 9 contains 30161 members 
Mstep: Class 10 contains 107574 members 
Mstep: Class 11 contains 20822 members 
Mstep: Class 12 contains 7469 members 
Mstep: Class 13 contains 20991 members 
Mstep: Class 14 contains 22375 members 
Mstep: Class 15 contains 77726 members 
Mstep: Class 19 contains 15736 members 
Mstep: Class 20 contains 21586 members 
Mstep: Class 21 contains 3164 members 
Mstep: Class 23 contains 176753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154510752.000000 Penalty: 66240.242188
Iteration 35Q: 20 clusters Score -1.545108e+08 nChanged 16718
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 312097 members 
Mstep: Class 2 contains 70561 members 
Mstep: Class 3 contains 14044 members 
Mstep: Class 4 contains 237875 members 
Mstep: Class 5 contains 25325 members 
Mstep: Class 6 contains 23659 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 80259 members 
Mstep: Class 9 contains 30021 members 
Mstep: Class 10 contains 106319 members 
Mstep: Class 11 contains 20913 members 
Mstep: Class 12 contains 7459 members 
Mstep: Class 13 contains 21124 members 
Mstep: Class 14 contains 22281 members 
Mstep: Class 15 contains 79158 members 
Mstep: Class 19 contains 15470 members 
Mstep: Class 20 contains 21673 members 
Mstep: Class 21 contains 3164 members 
Mstep: Class 23 contains 174931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154513872.000000 Penalty: 66240.242188
Iteration 36Q: 20 clusters Score -1.545139e+08 nChanged 16199
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 311518 members 
Mstep: Class 2 contains 70089 members 
Mstep: Class 3 contains 14159 members 
Mstep: Class 4 contains 239627 members 
Mstep: Class 5 contains 24957 members 
Mstep: Class 6 contains 23716 members 
Mstep: Class 7 contains 7684 members 
Mstep: Class 8 contains 81497 members 
Mstep: Class 9 contains 29883 members 
Mstep: Class 10 contains 105146 members 
Mstep: Class 11 contains 20966 members 
Mstep: Class 12 contains 7459 members 
Mstep: Class 13 contains 21237 members 
Mstep: Class 14 contains 22191 members 
Mstep: Class 15 contains 80464 members 
Mstep: Class 19 contains 15183 members 
Mstep: Class 20 contains 21735 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 23 contains 173428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154517760.000000 Penalty: 66240.242188
Iteration 37Q: 20 clusters Score -1.545178e+08 nChanged 15403
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 311164 members 
Mstep: Class 2 contains 69578 members 
Mstep: Class 3 contains 14303 members 
Mstep: Class 4 contains 240937 members 
Mstep: Class 5 contains 24615 members 
Mstep: Class 6 contains 23778 members 
Mstep: Class 7 contains 7594 members 
Mstep: Class 8 contains 82706 members 
Mstep: Class 9 contains 29769 members 
Mstep: Class 10 contains 103973 members 
Mstep: Class 11 contains 21038 members 
Mstep: Class 12 contains 7446 members 
Mstep: Class 13 contains 21356 members 
Mstep: Class 14 contains 22112 members 
Mstep: Class 15 contains 81679 members 
Mstep: Class 19 contains 14897 members 
Mstep: Class 20 contains 21798 members 
Mstep: Class 21 contains 3165 members 
Mstep: Class 23 contains 172199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154520544.000000 Penalty: 66240.242188
Iteration 38Q: 20 clusters Score -1.545205e+08 nChanged 14713
Entering ConstructFrom: 
Score: -154520544.000000 Penalty: 66240.242188
Entering ConstructFrom: 
Trying to split cluster 1 (310719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310719 members 
Entering Unmasked Estep 
Score: -38556692.000000 Penalty: 3136.367920
	Iteration 0F: 2 clusters Score -3.855669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155065 members 
Mstep: Class 2 contains 155654 members 
Entering Unmasked Estep 
Score: -38368988.000000 Penalty: 6272.735840
	Iteration 0F: 3 clusters Score -3.836899e+07 nChanged 150693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151632 members 
Mstep: Class 2 contains 159087 members 
Entering Unmasked Estep 
Score: -38458252.000000 Penalty: 6272.735840
	Iteration 1F: 3 clusters Score -3.845825e+07 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149436 members 
Mstep: Class 2 contains 161283 members 
Entering Unmasked Estep 
Score: -38460236.000000 Penalty: 6272.735840
	Iteration 2Q: 3 clusters Score -3.846024e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146015 members 
Mstep: Class 2 contains 164704 members 
Entering Unmasked Estep 
Score: -38462968.000000 Penalty: 6272.735840
	Iteration 3Q: 3 clusters Score -3.846297e+07 nChanged 12040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140529 members 
Mstep: Class 2 contains 170190 members 
Entering Unmasked Estep 
Score: -38467360.000000 Penalty: 6272.735840
	Iteration 4Q: 3 clusters Score -3.846736e+07 nChanged 16182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131877 members 
Mstep: Class 2 contains 178842 members 
Entering Unmasked Estep 
Score: -38476556.000000 Penalty: 6272.735840
	Iteration 5F: 3 clusters Score -3.847656e+07 nChanged 21112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119481 members 
Mstep: Class 2 contains 191238 members 
Entering Unmasked Estep 
Score: -38491660.000000 Penalty: 6272.735840
	Iteration 6F: 3 clusters Score -3.849166e+07 nChanged 24885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105090 members 
Mstep: Class 2 contains 205629 members 
Entering Unmasked Estep 
Score: -38512692.000000 Penalty: 6272.735840
	Iteration 7F: 3 clusters Score -3.851269e+07 nChanged 24136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94338 members 
Mstep: Class 2 contains 216381 members 
Entering Unmasked Estep 
Score: -38533496.000000 Penalty: 6272.735840
	Iteration 8F: 3 clusters Score -3.85335e+07 nChanged 17966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89770 members 
Mstep: Class 2 contains 220949 members 
Entering Unmasked Estep 
Score: -38544096.000000 Penalty: 6272.735840
	Iteration 9F: 3 clusters Score -3.85441e+07 nChanged 9956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88072 members 
Mstep: Class 2 contains 222647 members 
Entering Unmasked Estep 
Score: -38547872.000000 Penalty: 6272.735840
	Iteration 10Q: 3 clusters Score -3.854787e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87179 members 
Mstep: Class 2 contains 223540 members 
Entering Unmasked Estep 
Score: -38549528.000000 Penalty: 6272.735840
	Iteration 11Q: 3 clusters Score -3.854953e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86661 members 
Mstep: Class 2 contains 224058 members 
Entering Unmasked Estep 
Score: -38551084.000000 Penalty: 6272.735840
	Iteration 12Q: 3 clusters Score -3.855108e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86469 members 
Mstep: Class 2 contains 224250 members 
Entering Unmasked Estep 
Score: -38552104.000000 Penalty: 6272.735840
	Iteration 13Q: 3 clusters Score -3.85521e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86553 members 
Mstep: Class 2 contains 224166 members 
Entering Unmasked Estep 
Score: -38552824.000000 Penalty: 6272.735840
	Iteration 14Q: 3 clusters Score -3.855282e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 223896 members 
Entering Unmasked Estep 
Score: -38553292.000000 Penalty: 6272.735840
	Iteration 15Q: 3 clusters Score -3.855329e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87186 members 
Mstep: Class 2 contains 223533 members 
Entering Unmasked Estep 
Score: -38553552.000000 Penalty: 6272.735840
	Iteration 16Q: 3 clusters Score -3.855355e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87656 members 
Mstep: Class 2 contains 223063 members 
Entering Unmasked Estep 
Score: -38553836.000000 Penalty: 6272.735840
	Iteration 17Q: 3 clusters Score -3.855384e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88182 members 
Mstep: Class 2 contains 222537 members 
Entering Unmasked Estep 
Score: -38553896.000000 Penalty: 6272.735840
	Iteration 18Q: 3 clusters Score -3.85539e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88730 members 
Mstep: Class 2 contains 221989 members 
Entering Unmasked Estep 
Score: -38553972.000000 Penalty: 6272.735840
	Iteration 19Q: 3 clusters Score -3.855397e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89181 members 
Mstep: Class 2 contains 221538 members 
Entering Unmasked Estep 
Score: -38554084.000000 Penalty: 6272.735840
	Iteration 20F: 3 clusters Score -3.855408e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89698 members 
Mstep: Class 2 contains 221021 members 
Entering Unmasked Estep 
Score: -38554192.000000 Penalty: 6272.735840
	Iteration 21Q: 3 clusters Score -3.855419e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90076 members 
Mstep: Class 2 contains 220643 members 
Entering Unmasked Estep 
Score: -38554212.000000 Penalty: 6272.735840
	Iteration 22Q: 3 clusters Score -3.855421e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90424 members 
Mstep: Class 2 contains 220295 members 
Entering Unmasked Estep 
Score: -38554112.000000 Penalty: 6272.735840
	Iteration 23Q: 3 clusters Score -3.855411e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90759 members 
Mstep: Class 2 contains 219960 members 
Entering Unmasked Estep 
Score: -38554144.000000 Penalty: 6272.735840
	Iteration 24Q: 3 clusters Score -3.855414e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91093 members 
Mstep: Class 2 contains 219626 members 
Entering Unmasked Estep 
Score: -38554144.000000 Penalty: 6272.735840
	Iteration 25Q: 3 clusters Score -3.855414e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91450 members 
Mstep: Class 2 contains 219269 members 
Entering Unmasked Estep 
Score: -38554176.000000 Penalty: 6272.735840
	Iteration 26Q: 3 clusters Score -3.855418e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91814 members 
Mstep: Class 2 contains 218905 members 
Entering Unmasked Estep 
Score: -38554168.000000 Penalty: 6272.735840
	Iteration 27Q: 3 clusters Score -3.855417e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92203 members 
Mstep: Class 2 contains 218516 members 
Entering Unmasked Estep 
Score: -38554156.000000 Penalty: 6272.735840
	Iteration 28Q: 3 clusters Score -3.855416e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 218064 members 
Entering Unmasked Estep 
Score: -38554076.000000 Penalty: 6272.735840
	Iteration 29Q: 3 clusters Score -3.855408e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93130 members 
Mstep: Class 2 contains 217589 members 
Entering Unmasked Estep 
Score: -38553956.000000 Penalty: 6272.735840
	Iteration 30Q: 3 clusters Score -3.855396e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93646 members 
Mstep: Class 2 contains 217073 members 
Entering Unmasked Estep 
Score: -38553932.000000 Penalty: 6272.735840
	Iteration 31Q: 3 clusters Score -3.855393e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94205 members 
Mstep: Class 2 contains 216514 members 
Entering Unmasked Estep 
Score: -38553992.000000 Penalty: 6272.735840
	Iteration 32Q: 3 clusters Score -3.855399e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94774 members 
Mstep: Class 2 contains 215945 members 
Entering Unmasked Estep 
Score: -38553880.000000 Penalty: 6272.735840
	Iteration 33Q: 3 clusters Score -3.855388e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95339 members 
Mstep: Class 2 contains 215380 members 
Entering Unmasked Estep 
Score: -38553804.000000 Penalty: 6272.735840
	Iteration 34Q: 3 clusters Score -3.85538e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95934 members 
Mstep: Class 2 contains 214785 members 
Entering Unmasked Estep 
Score: -38553816.000000 Penalty: 6272.735840
	Iteration 35Q: 3 clusters Score -3.855382e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96598 members 
Mstep: Class 2 contains 214121 members 
Entering Unmasked Estep 
Score: -38553744.000000 Penalty: 6272.735840
	Iteration 36Q: 3 clusters Score -3.855374e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97288 members 
Mstep: Class 2 contains 213431 members 
Entering Unmasked Estep 
Score: -38553664.000000 Penalty: 6272.735840
	Iteration 37Q: 3 clusters Score -3.855366e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97968 members 
Mstep: Class 2 contains 212751 members 
Entering Unmasked Estep 
Score: -38553780.000000 Penalty: 6272.735840
	Iteration 38Q: 3 clusters Score -3.855378e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98661 members 
Mstep: Class 2 contains 212058 members 
Entering Unmasked Estep 
Score: -38553768.000000 Penalty: 6272.735840
	Iteration 39Q: 3 clusters Score -3.855377e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99392 members 
Mstep: Class 2 contains 211327 members 
Entering Unmasked Estep 
Score: -38553700.000000 Penalty: 6272.735840
	Iteration 40F: 3 clusters Score -3.85537e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100184 members 
Mstep: Class 2 contains 210535 members 
Entering Unmasked Estep 
Score: -38553572.000000 Penalty: 6272.735840
	Iteration 41Q: 3 clusters Score -3.855357e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100993 members 
Mstep: Class 2 contains 209726 members 
Entering Unmasked Estep 
Score: -38553484.000000 Penalty: 6272.735840
	Iteration 42Q: 3 clusters Score -3.855348e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101744 members 
Mstep: Class 2 contains 208975 members 
Entering Unmasked Estep 
Score: -38553396.000000 Penalty: 6272.735840
	Iteration 43Q: 3 clusters Score -3.85534e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102591 members 
Mstep: Class 2 contains 208128 members 
Entering Unmasked Estep 
Score: -38553388.000000 Penalty: 6272.735840
	Iteration 44Q: 3 clusters Score -3.855339e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103465 members 
Mstep: Class 2 contains 207254 members 
Entering Unmasked Estep 
Score: -38553364.000000 Penalty: 6272.735840
	Iteration 45Q: 3 clusters Score -3.855336e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104370 members 
Mstep: Class 2 contains 206349 members 
Entering Unmasked Estep 
Score: -38553272.000000 Penalty: 6272.735840
	Iteration 46Q: 3 clusters Score -3.855327e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105287 members 
Mstep: Class 2 contains 205432 members 
Entering Unmasked Estep 
Score: -38553260.000000 Penalty: 6272.735840
	Iteration 47Q: 3 clusters Score -3.855326e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106201 members 
Mstep: Class 2 contains 204518 members 
Entering Unmasked Estep 
Score: -38553316.000000 Penalty: 6272.735840
	Iteration 48Q: 3 clusters Score -3.855332e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107225 members 
Mstep: Class 2 contains 203494 members 
Entering Unmasked Estep 
Score: -38553284.000000 Penalty: 6272.735840
	Iteration 49Q: 3 clusters Score -3.855328e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108227 members 
Mstep: Class 2 contains 202492 members 
Entering Unmasked Estep 
Score: -38553224.000000 Penalty: 6272.735840
	Iteration 50Q: 3 clusters Score -3.855322e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109208 members 
Mstep: Class 2 contains 201511 members 
Entering Unmasked Estep 
Score: -38553184.000000 Penalty: 6272.735840
	Iteration 51Q: 3 clusters Score -3.855318e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110162 members 
Mstep: Class 2 contains 200557 members 
Entering Unmasked Estep 
Score: -38553180.000000 Penalty: 6272.735840
	Iteration 52Q: 3 clusters Score -3.855318e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111012 members 
Mstep: Class 2 contains 199707 members 
Entering Unmasked Estep 
Score: -38553088.000000 Penalty: 6272.735840
	Iteration 53Q: 3 clusters Score -3.855309e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111862 members 
Mstep: Class 2 contains 198857 members 
Entering Unmasked Estep 
Score: -38553012.000000 Penalty: 6272.735840
	Iteration 54Q: 3 clusters Score -3.855301e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112658 members 
Mstep: Class 2 contains 198061 members 
Entering Unmasked Estep 
Score: -38552976.000000 Penalty: 6272.735840
	Iteration 55Q: 3 clusters Score -3.855298e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113463 members 
Mstep: Class 2 contains 197256 members 
Entering Unmasked Estep 
Score: -38552900.000000 Penalty: 6272.735840
	Iteration 56Q: 3 clusters Score -3.85529e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114262 members 
Mstep: Class 2 contains 196457 members 
Entering Unmasked Estep 
Score: -38552896.000000 Penalty: 6272.735840
	Iteration 57Q: 3 clusters Score -3.85529e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115065 members 
Mstep: Class 2 contains 195654 members 
Entering Unmasked Estep 
Score: -38552816.000000 Penalty: 6272.735840
	Iteration 58Q: 3 clusters Score -3.855282e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115848 members 
Mstep: Class 2 contains 194871 members 
Entering Unmasked Estep 
Score: -38552800.000000 Penalty: 6272.735840
	Iteration 59Q: 3 clusters Score -3.85528e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116650 members 
Mstep: Class 2 contains 194069 members 
Entering Unmasked Estep 
Score: -38552744.000000 Penalty: 6272.735840
	Iteration 60F: 3 clusters Score -3.855274e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117408 members 
Mstep: Class 2 contains 193311 members 
Entering Unmasked Estep 
Score: -38552824.000000 Penalty: 6272.735840
	Iteration 61Q: 3 clusters Score -3.855282e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118115 members 
Mstep: Class 2 contains 192604 members 
Entering Unmasked Estep 
Score: -38552900.000000 Penalty: 6272.735840
	Iteration 62Q: 3 clusters Score -3.85529e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118835 members 
Mstep: Class 2 contains 191884 members 
Entering Unmasked Estep 
Score: -38552744.000000 Penalty: 6272.735840
	Iteration 63Q: 3 clusters Score -3.855274e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119566 members 
Mstep: Class 2 contains 191153 members 
Entering Unmasked Estep 
Score: -38552716.000000 Penalty: 6272.735840
	Iteration 64Q: 3 clusters Score -3.855272e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120338 members 
Mstep: Class 2 contains 190381 members 
Entering Unmasked Estep 
Score: -38552600.000000 Penalty: 6272.735840
	Iteration 65Q: 3 clusters Score -3.85526e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121035 members 
Mstep: Class 2 contains 189684 members 
Entering Unmasked Estep 
Score: -38552680.000000 Penalty: 6272.735840
	Iteration 66Q: 3 clusters Score -3.855268e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121672 members 
Mstep: Class 2 contains 189047 members 
Entering Unmasked Estep 
Score: -38552580.000000 Penalty: 6272.735840
	Iteration 67Q: 3 clusters Score -3.855258e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122327 members 
Mstep: Class 2 contains 188392 members 
Entering Unmasked Estep 
Score: -38552624.000000 Penalty: 6272.735840
	Iteration 68Q: 3 clusters Score -3.855262e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122924 members 
Mstep: Class 2 contains 187795 members 
Entering Unmasked Estep 
Score: -38552676.000000 Penalty: 6272.735840
	Iteration 69Q: 3 clusters Score -3.855268e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123567 members 
Mstep: Class 2 contains 187152 members 
Entering Unmasked Estep 
Score: -38552576.000000 Penalty: 6272.735840
	Iteration 70Q: 3 clusters Score -3.855258e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124163 members 
Mstep: Class 2 contains 186556 members 
Entering Unmasked Estep 
Score: -38552556.000000 Penalty: 6272.735840
	Iteration 71Q: 3 clusters Score -3.855256e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124650 members 
Mstep: Class 2 contains 186069 members 
Entering Unmasked Estep 
Score: -38552532.000000 Penalty: 6272.735840
	Iteration 72Q: 3 clusters Score -3.855253e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125158 members 
Mstep: Class 2 contains 185561 members 
Entering Unmasked Estep 
Score: -38552584.000000 Penalty: 6272.735840
	Iteration 73Q: 3 clusters Score -3.855258e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125583 members 
Mstep: Class 2 contains 185136 members 
Entering Unmasked Estep 
Score: -38552584.000000 Penalty: 6272.735840
	Iteration 74Q: 3 clusters Score -3.855258e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126020 members 
Mstep: Class 2 contains 184699 members 
Entering Unmasked Estep 
Score: -38552592.000000 Penalty: 6272.735840
	Iteration 75Q: 3 clusters Score -3.855259e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126428 members 
Mstep: Class 2 contains 184291 members 
Entering Unmasked Estep 
Score: -38552628.000000 Penalty: 6272.735840
	Iteration 76Q: 3 clusters Score -3.855263e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126847 members 
Mstep: Class 2 contains 183872 members 
Entering Unmasked Estep 
Score: -38552592.000000 Penalty: 6272.735840
	Iteration 77Q: 3 clusters Score -3.855259e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127255 members 
Mstep: Class 2 contains 183464 members 
Entering Unmasked Estep 
Score: -38552512.000000 Penalty: 6272.735840
	Iteration 78Q: 3 clusters Score -3.855251e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127636 members 
Mstep: Class 2 contains 183083 members 
Entering Unmasked Estep 
Score: -38552492.000000 Penalty: 6272.735840
	Iteration 79Q: 3 clusters Score -3.855249e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127960 members 
Mstep: Class 2 contains 182759 members 
Entering Unmasked Estep 
Score: -38552540.000000 Penalty: 6272.735840
	Iteration 80F: 3 clusters Score -3.855254e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128298 members 
Mstep: Class 2 contains 182421 members 
Entering Unmasked Estep 
Score: -38552500.000000 Penalty: 6272.735840
	Iteration 81Q: 3 clusters Score -3.85525e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128654 members 
Mstep: Class 2 contains 182065 members 
Entering Unmasked Estep 
Score: -38552556.000000 Penalty: 6272.735840
	Iteration 82Q: 3 clusters Score -3.855256e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128988 members 
Mstep: Class 2 contains 181731 members 
Entering Unmasked Estep 
Score: -38552412.000000 Penalty: 6272.735840
	Iteration 83Q: 3 clusters Score -3.855241e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129334 members 
Mstep: Class 2 contains 181385 members 
Entering Unmasked Estep 
Score: -38552456.000000 Penalty: 6272.735840
	Iteration 84Q: 3 clusters Score -3.855246e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129673 members 
Mstep: Class 2 contains 181046 members 
Entering Unmasked Estep 
Score: -38552472.000000 Penalty: 6272.735840
	Iteration 85Q: 3 clusters Score -3.855247e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130006 members 
Mstep: Class 2 contains 180713 members 
Entering Unmasked Estep 
Score: -38552384.000000 Penalty: 6272.735840
	Iteration 86Q: 3 clusters Score -3.855238e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130317 members 
Mstep: Class 2 contains 180402 members 
Entering Unmasked Estep 
Score: -38552372.000000 Penalty: 6272.735840
	Iteration 87Q: 3 clusters Score -3.855237e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130612 members 
Mstep: Class 2 contains 180107 members 
Entering Unmasked Estep 
Score: -38552424.000000 Penalty: 6272.735840
	Iteration 88Q: 3 clusters Score -3.855242e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130915 members 
Mstep: Class 2 contains 179804 members 
Entering Unmasked Estep 
Score: -38552428.000000 Penalty: 6272.735840
	Iteration 89Q: 3 clusters Score -3.855243e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131201 members 
Mstep: Class 2 contains 179518 members 
Entering Unmasked Estep 
Score: -38552384.000000 Penalty: 6272.735840
	Iteration 90Q: 3 clusters Score -3.855238e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131479 members 
Mstep: Class 2 contains 179240 members 
Entering Unmasked Estep 
Score: -38552404.000000 Penalty: 6272.735840
	Iteration 91Q: 3 clusters Score -3.85524e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131755 members 
Mstep: Class 2 contains 178964 members 
Entering Unmasked Estep 
Score: -38552336.000000 Penalty: 6272.735840
	Iteration 92Q: 3 clusters Score -3.855234e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132019 members 
Mstep: Class 2 contains 178700 members 
Entering Unmasked Estep 
Score: -38552260.000000 Penalty: 6272.735840
	Iteration 93Q: 3 clusters Score -3.855226e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132300 members 
Mstep: Class 2 contains 178419 members 
Entering Unmasked Estep 
Score: -38552236.000000 Penalty: 6272.735840
	Iteration 94Q: 3 clusters Score -3.855224e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132561 members 
Mstep: Class 2 contains 178158 members 
Entering Unmasked Estep 
Score: -38552204.000000 Penalty: 6272.735840
	Iteration 95Q: 3 clusters Score -3.85522e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132899 members 
Mstep: Class 2 contains 177820 members 
Entering Unmasked Estep 
Score: -38552168.000000 Penalty: 6272.735840
	Iteration 96Q: 3 clusters Score -3.855217e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133229 members 
Mstep: Class 2 contains 177490 members 
Entering Unmasked Estep 
Score: -38552124.000000 Penalty: 6272.735840
	Iteration 97Q: 3 clusters Score -3.855212e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133602 members 
Mstep: Class 2 contains 177117 members 
Entering Unmasked Estep 
Score: -38552100.000000 Penalty: 6272.735840
	Iteration 98Q: 3 clusters Score -3.85521e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133966 members 
Mstep: Class 2 contains 176753 members 
Entering Unmasked Estep 
Score: -38552036.000000 Penalty: 6272.735840
	Iteration 99Q: 3 clusters Score -3.855204e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134353 members 
Mstep: Class 2 contains 176366 members 
Entering Unmasked Estep 
Score: -38551948.000000 Penalty: 6272.735840
	Iteration 100F: 3 clusters Score -3.855195e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134765 members 
Mstep: Class 2 contains 175954 members 
Entering Unmasked Estep 
Score: -38551976.000000 Penalty: 6272.735840
	Iteration 101Q: 3 clusters Score -3.855198e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135122 members 
Mstep: Class 2 contains 175597 members 
Entering Unmasked Estep 
Score: -38551972.000000 Penalty: 6272.735840
	Iteration 102Q: 3 clusters Score -3.855197e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135469 members 
Mstep: Class 2 contains 175250 members 
Entering Unmasked Estep 
Score: -38551948.000000 Penalty: 6272.735840
	Iteration 103Q: 3 clusters Score -3.855195e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135816 members 
Mstep: Class 2 contains 174903 members 
Entering Unmasked Estep 
Score: -38552020.000000 Penalty: 6272.735840
	Iteration 104Q: 3 clusters Score -3.855202e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136184 members 
Mstep: Class 2 contains 174535 members 
Entering Unmasked Estep 
Score: -38551956.000000 Penalty: 6272.735840
	Iteration 105Q: 3 clusters Score -3.855196e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136513 members 
Mstep: Class 2 contains 174206 members 
Entering Unmasked Estep 
Score: -38551880.000000 Penalty: 6272.735840
	Iteration 106Q: 3 clusters Score -3.855188e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136791 members 
Mstep: Class 2 contains 173928 members 
Entering Unmasked Estep 
Score: -38551816.000000 Penalty: 6272.735840
	Iteration 107Q: 3 clusters Score -3.855182e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137106 members 
Mstep: Class 2 contains 173613 members 
Entering Unmasked Estep 
Score: -38551868.000000 Penalty: 6272.735840
	Iteration 108Q: 3 clusters Score -3.855187e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137390 members 
Mstep: Class 2 contains 173329 members 
Entering Unmasked Estep 
Score: -38551884.000000 Penalty: 6272.735840
	Iteration 109Q: 3 clusters Score -3.855188e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137659 members 
Mstep: Class 2 contains 173060 members 
Entering Unmasked Estep 
Score: -38551900.000000 Penalty: 6272.735840
	Iteration 110Q: 3 clusters Score -3.85519e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137884 members 
Mstep: Class 2 contains 172835 members 
Entering Unmasked Estep 
Score: -38551948.000000 Penalty: 6272.735840
	Iteration 111Q: 3 clusters Score -3.855195e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138104 members 
Mstep: Class 2 contains 172615 members 
Entering Unmasked Estep 
Score: -38551992.000000 Penalty: 6272.735840
	Iteration 112Q: 3 clusters Score -3.855199e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138293 members 
Mstep: Class 2 contains 172426 members 
Entering Unmasked Estep 
Score: -38551996.000000 Penalty: 6272.735840
	Iteration 113Q: 3 clusters Score -3.8552e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138493 members 
Mstep: Class 2 contains 172226 members 
Entering Unmasked Estep 
Score: -38551940.000000 Penalty: 6272.735840
	Iteration 114Q: 3 clusters Score -3.855194e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138667 members 
Mstep: Class 2 contains 172052 members 
Entering Unmasked Estep 
Score: -38551952.000000 Penalty: 6272.735840
	Iteration 115Q: 3 clusters Score -3.855195e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138791 members 
Mstep: Class 2 contains 171928 members 
Entering Unmasked Estep 
Score: -38551956.000000 Penalty: 6272.735840
	Iteration 116Q: 3 clusters Score -3.855196e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138909 members 
Mstep: Class 2 contains 171810 members 
Entering Unmasked Estep 
Score: -38551960.000000 Penalty: 6272.735840
	Iteration 117Q: 3 clusters Score -3.855196e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139007 members 
Mstep: Class 2 contains 171712 members 
Entering Unmasked Estep 
Score: -38551956.000000 Penalty: 6272.735840
	Iteration 118Q: 3 clusters Score -3.855196e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139118 members 
Mstep: Class 2 contains 171601 members 
Entering Unmasked Estep 
Score: -38551948.000000 Penalty: 6272.735840
	Iteration 119Q: 3 clusters Score -3.855195e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139256 members 
Mstep: Class 2 contains 171463 members 
Entering Unmasked Estep 
Score: -38551948.000000 Penalty: 6272.735840
	Iteration 120F: 3 clusters Score -3.855195e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139386 members 
Mstep: Class 2 contains 171333 members 
Entering Unmasked Estep 
Score: -38551912.000000 Penalty: 6272.735840
	Iteration 121Q: 3 clusters Score -3.855191e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139501 members 
Mstep: Class 2 contains 171218 members 
Entering Unmasked Estep 
Score: -38551916.000000 Penalty: 6272.735840
	Iteration 122Q: 3 clusters Score -3.855192e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139634 members 
Mstep: Class 2 contains 171085 members 
Entering Unmasked Estep 
Score: -38551868.000000 Penalty: 6272.735840
	Iteration 123Q: 3 clusters Score -3.855187e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139765 members 
Mstep: Class 2 contains 170954 members 
Entering Unmasked Estep 
Score: -38551840.000000 Penalty: 6272.735840
	Iteration 124Q: 3 clusters Score -3.855184e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139891 members 
Mstep: Class 2 contains 170828 members 
Entering Unmasked Estep 
Score: -38551852.000000 Penalty: 6272.735840
	Iteration 125Q: 3 clusters Score -3.855185e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140014 members 
Mstep: Class 2 contains 170705 members 
Entering Unmasked Estep 
Score: -38551832.000000 Penalty: 6272.735840
	Iteration 126Q: 3 clusters Score -3.855183e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140139 members 
Mstep: Class 2 contains 170580 members 
Entering Unmasked Estep 
Score: -38551804.000000 Penalty: 6272.735840
	Iteration 127Q: 3 clusters Score -3.85518e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140241 members 
Mstep: Class 2 contains 170478 members 
Entering Unmasked Estep 
Score: -38551856.000000 Penalty: 6272.735840
	Iteration 128Q: 3 clusters Score -3.855186e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140350 members 
Mstep: Class 2 contains 170369 members 
Entering Unmasked Estep 
Score: -38551860.000000 Penalty: 6272.735840
	Iteration 129Q: 3 clusters Score -3.855186e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140483 members 
Mstep: Class 2 contains 170236 members 
Entering Unmasked Estep 
Score: -38551784.000000 Penalty: 6272.735840
	Iteration 130Q: 3 clusters Score -3.855178e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140627 members 
Mstep: Class 2 contains 170092 members 
Entering Unmasked Estep 
Score: -38551796.000000 Penalty: 6272.735840
	Iteration 131Q: 3 clusters Score -3.85518e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140769 members 
Mstep: Class 2 contains 169950 members 
Entering Unmasked Estep 
Score: -38551820.000000 Penalty: 6272.735840
	Iteration 132Q: 3 clusters Score -3.855182e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140906 members 
Mstep: Class 2 contains 169813 members 
Entering Unmasked Estep 
Score: -38551848.000000 Penalty: 6272.735840
	Iteration 133Q: 3 clusters Score -3.855185e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140995 members 
Mstep: Class 2 contains 169724 members 
Entering Unmasked Estep 
Score: -38551796.000000 Penalty: 6272.735840
	Iteration 134Q: 3 clusters Score -3.85518e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141092 members 
Mstep: Class 2 contains 169627 members 
Entering Unmasked Estep 
Score: -38551792.000000 Penalty: 6272.735840
	Iteration 135Q: 3 clusters Score -3.855179e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141200 members 
Mstep: Class 2 contains 169519 members 
Entering Unmasked Estep 
Score: -38551780.000000 Penalty: 6272.735840
	Iteration 136Q: 3 clusters Score -3.855178e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141292 members 
Mstep: Class 2 contains 169427 members 
Entering Unmasked Estep 
Score: -38551800.000000 Penalty: 6272.735840
	Iteration 137Q: 3 clusters Score -3.85518e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141383 members 
Mstep: Class 2 contains 169336 members 
Entering Unmasked Estep 
Score: -38551808.000000 Penalty: 6272.735840
	Iteration 138Q: 3 clusters Score -3.855181e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141470 members 
Mstep: Class 2 contains 169249 members 
Entering Unmasked Estep 
Score: -38551812.000000 Penalty: 6272.735840
	Iteration 139Q: 3 clusters Score -3.855181e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141561 members 
Mstep: Class 2 contains 169158 members 
Entering Unmasked Estep 
Score: -38551760.000000 Penalty: 6272.735840
	Iteration 140F: 3 clusters Score -3.855176e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141664 members 
Mstep: Class 2 contains 169055 members 
Entering Unmasked Estep 
Score: -38551768.000000 Penalty: 6272.735840
	Iteration 141Q: 3 clusters Score -3.855177e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141760 members 
Mstep: Class 2 contains 168959 members 
Entering Unmasked Estep 
Score: -38551792.000000 Penalty: 6272.735840
	Iteration 142Q: 3 clusters Score -3.855179e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141852 members 
Mstep: Class 2 contains 168867 members 
Entering Unmasked Estep 
Score: -38551708.000000 Penalty: 6272.735840
	Iteration 143Q: 3 clusters Score -3.855171e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141957 members 
Mstep: Class 2 contains 168762 members 
Entering Unmasked Estep 
Score: -38551700.000000 Penalty: 6272.735840
	Iteration 144Q: 3 clusters Score -3.85517e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142043 members 
Mstep: Class 2 contains 168676 members 
Entering Unmasked Estep 
Score: -38551688.000000 Penalty: 6272.735840
	Iteration 145Q: 3 clusters Score -3.855169e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142116 members 
Mstep: Class 2 contains 168603 members 
Entering Unmasked Estep 
Score: -38551688.000000 Penalty: 6272.735840
	Iteration 146Q: 3 clusters Score -3.855169e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142176 members 
Mstep: Class 2 contains 168543 members 
Entering Unmasked Estep 
Score: -38551700.000000 Penalty: 6272.735840
	Iteration 147Q: 3 clusters Score -3.85517e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142228 members 
Mstep: Class 2 contains 168491 members 
Entering Unmasked Estep 
Score: -38551736.000000 Penalty: 6272.735840
	Iteration 148Q: 3 clusters Score -3.855174e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142292 members 
Mstep: Class 2 contains 168427 members 
Entering Unmasked Estep 
Score: -38551724.000000 Penalty: 6272.735840
	Iteration 149Q: 3 clusters Score -3.855172e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142341 members 
Mstep: Class 2 contains 168378 members 
Entering Unmasked Estep 
Score: -38551712.000000 Penalty: 6272.735840
	Iteration 150Q: 3 clusters Score -3.855171e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142382 members 
Mstep: Class 2 contains 168337 members 
Entering Unmasked Estep 
Score: -38551700.000000 Penalty: 6272.735840
	Iteration 151Q: 3 clusters Score -3.85517e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142416 members 
Mstep: Class 2 contains 168303 members 
Entering Unmasked Estep 
Score: -38551736.000000 Penalty: 6272.735840
	Iteration 152Q: 3 clusters Score -3.855174e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142439 members 
Mstep: Class 2 contains 168280 members 
Entering Unmasked Estep 
Score: -38551692.000000 Penalty: 6272.735840
	Iteration 153Q: 3 clusters Score -3.855169e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142466 members 
Mstep: Class 2 contains 168253 members 
Entering Unmasked Estep 
Score: -38551684.000000 Penalty: 6272.735840
	Iteration 154Q: 3 clusters Score -3.855168e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142513 members 
Mstep: Class 2 contains 168206 members 
Entering Unmasked Estep 
Score: -38551708.000000 Penalty: 6272.735840
	Iteration 155Q: 3 clusters Score -3.855171e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142542 members 
Mstep: Class 2 contains 168177 members 
Entering Unmasked Estep 
Score: -38551692.000000 Penalty: 6272.735840
	Iteration 156Q: 3 clusters Score -3.855169e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142571 members 
Mstep: Class 2 contains 168148 members 
Entering Unmasked Estep 
Score: -38551680.000000 Penalty: 6272.735840
	Iteration 157Q: 3 clusters Score -3.855168e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142610 members 
Mstep: Class 2 contains 168109 members 
Entering Unmasked Estep 
Score: -38551728.000000 Penalty: 6272.735840
	Iteration 158Q: 3 clusters Score -3.855173e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142647 members 
Mstep: Class 2 contains 168072 members 
Entering Unmasked Estep 
Score: -38551668.000000 Penalty: 6272.735840
	Iteration 159Q: 3 clusters Score -3.855167e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142681 members 
Mstep: Class 2 contains 168038 members 
Entering Unmasked Estep 
Score: -38551684.000000 Penalty: 6272.735840
	Iteration 160F: 3 clusters Score -3.855168e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142708 members 
Mstep: Class 2 contains 168011 members 
Entering Unmasked Estep 
Score: -38551656.000000 Penalty: 6272.735840
	Iteration 161Q: 3 clusters Score -3.855166e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142729 members 
Mstep: Class 2 contains 167990 members 
Entering Unmasked Estep 
Score: -38551660.000000 Penalty: 6272.735840
	Iteration 162Q: 3 clusters Score -3.855166e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142747 members 
Mstep: Class 2 contains 167972 members 
Entering Unmasked Estep 
Score: -38551648.000000 Penalty: 6272.735840
	Iteration 163Q: 3 clusters Score -3.855165e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142754 members 
Mstep: Class 2 contains 167965 members 
Entering Unmasked Estep 
Score: -38551656.000000 Penalty: 6272.735840
	Iteration 164Q: 3 clusters Score -3.855166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142755 members 
Mstep: Class 2 contains 167964 members 
Entering Unmasked Estep 
Score: -38551644.000000 Penalty: 6272.735840
	Iteration 165Q: 3 clusters Score -3.855164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142756 members 
Mstep: Class 2 contains 167963 members 
Entering Unmasked Estep 
Score: -38551632.000000 Penalty: 6272.735840
	Iteration 166Q: 3 clusters Score -3.855163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142760 members 
Mstep: Class 2 contains 167959 members 
Entering Unmasked Estep 
Score: -38551632.000000 Penalty: 6272.735840
	Iteration 167Q: 3 clusters Score -3.855163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142763 members 
Mstep: Class 2 contains 167956 members 
Entering Unmasked Estep 
Score: -38551640.000000 Penalty: 6272.735840
	Iteration 168Q: 3 clusters Score -3.855164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142769 members 
Mstep: Class 2 contains 167950 members 
Entering Unmasked Estep 
Score: -38551652.000000 Penalty: 6272.735840
	Iteration 169Q: 3 clusters Score -3.855165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142775 members 
Mstep: Class 2 contains 167944 members 
Entering Unmasked Estep 
Score: -38551676.000000 Penalty: 6272.735840
	Iteration 170Q: 3 clusters Score -3.855168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142780 members 
Mstep: Class 2 contains 167939 members 
Entering Unmasked Estep 
Score: -38551688.000000 Penalty: 6272.735840
	Iteration 171Q: 3 clusters Score -3.855169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142783 members 
Mstep: Class 2 contains 167936 members 
Entering Unmasked Estep 
Score: -38551656.000000 Penalty: 6272.735840
	Iteration 172Q: 3 clusters Score -3.855166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142785 members 
Mstep: Class 2 contains 167934 members 
Entering Unmasked Estep 
Score: -38551668.000000 Penalty: 6272.735840
	Iteration 173Q: 3 clusters Score -3.855167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142792 members 
Mstep: Class 2 contains 167927 members 
Entering Unmasked Estep 
Score: -38551672.000000 Penalty: 6272.735840
	Iteration 174Q: 3 clusters Score -3.855167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142796 members 
Mstep: Class 2 contains 167923 members 
Entering Unmasked Estep 
Score: -38551688.000000 Penalty: 6272.735840
	Iteration 175Q: 3 clusters Score -3.855169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142807 members 
Mstep: Class 2 contains 167912 members 
Entering Unmasked Estep 
Score: -38551656.000000 Penalty: 6272.735840
	Iteration 176Q: 3 clusters Score -3.855166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142816 members 
Mstep: Class 2 contains 167903 members 
Entering Unmasked Estep 
Score: -38551660.000000 Penalty: 6272.735840
	Iteration 177Q: 3 clusters Score -3.855166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142820 members 
Mstep: Class 2 contains 167899 members 
Entering Unmasked Estep 
Score: -38551656.000000 Penalty: 6272.735840
	Iteration 178Q: 3 clusters Score -3.855166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142827 members 
Mstep: Class 2 contains 167892 members 
Entering Unmasked Estep 
Score: -38551688.000000 Penalty: 6272.735840
	Iteration 179Q: 3 clusters Score -3.855169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142836 members 
Mstep: Class 2 contains 167883 members 
Entering Unmasked Estep 
Score: -38551664.000000 Penalty: 6272.735840
	Iteration 180F: 3 clusters Score -3.855166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142840 members 
Mstep: Class 2 contains 167879 members 
Entering Unmasked Estep 
Score: -38551692.000000 Penalty: 6272.735840
	Iteration 181Q: 3 clusters Score -3.855169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142848 members 
Mstep: Class 2 contains 167871 members 
Entering Unmasked Estep 
Score: -38551720.000000 Penalty: 6272.735840
	Iteration 182Q: 3 clusters Score -3.855172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142850 members 
Mstep: Class 2 contains 167869 members 
Entering Unmasked Estep 
Score: -38551676.000000 Penalty: 6272.735840
	Iteration 183Q: 3 clusters Score -3.855168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142855 members 
Mstep: Class 2 contains 167864 members 
Entering Unmasked Estep 
Score: -38551700.000000 Penalty: 6272.735840
	Iteration 184Q: 3 clusters Score -3.85517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142861 members 
Mstep: Class 2 contains 167858 members 
Entering Unmasked Estep 
Score: -38551700.000000 Penalty: 6272.735840
	Iteration 185Q: 3 clusters Score -3.85517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142863 members 
Mstep: Class 2 contains 167856 members 
Entering Unmasked Estep 
Score: -38551704.000000 Penalty: 6272.735840
	Iteration 186Q: 3 clusters Score -3.85517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142865 members 
Mstep: Class 2 contains 167854 members 
Entering Unmasked Estep 
Score: -38551716.000000 Penalty: 6272.735840
	Iteration 187Q: 3 clusters Score -3.855172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142865 members 
Mstep: Class 2 contains 167854 members 
Entering Unmasked Estep 
Score: -38551716.000000 Penalty: 6272.735840
	Iteration 188F: 3 clusters Score -3.855172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (69071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69071 members 
Entering Unmasked Estep 
Score: -8658888.000000 Penalty: 2763.436768
	Iteration 0F: 2 clusters Score -8658888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -8612307.000000 Penalty: 5526.873535
	Iteration 0F: 3 clusters Score -8612307 nChanged 32306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -8630626.000000 Penalty: 5526.873535
	Iteration 1F: 3 clusters Score -8630626 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -8631268.000000 Penalty: 5526.873535
	Iteration 2Q: 3 clusters Score -8631268 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -8632000.000000 Penalty: 5526.873535
	Iteration 3Q: 3 clusters Score -8632000 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -8632898.000000 Penalty: 5526.873535
	Iteration 4Q: 3 clusters Score -8632898 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -8634407.000000 Penalty: 5526.873535
	Iteration 5Q: 3 clusters Score -8634407 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -8636846.000000 Penalty: 5526.873535
	Iteration 6F: 3 clusters Score -8636846 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -8640595.000000 Penalty: 5526.873535
	Iteration 7F: 3 clusters Score -8640595 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -8645330.000000 Penalty: 5526.873535
	Iteration 8F: 3 clusters Score -8645330 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 62225 members 
Entering Unmasked Estep 
Score: -8650234.000000 Penalty: 5526.873535
	Iteration 9F: 3 clusters Score -8650234 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 65943 members 
Entering Unmasked Estep 
Score: -8653681.000000 Penalty: 5526.873535
	Iteration 10F: 3 clusters Score -8653681 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 67814 members 
Entering Unmasked Estep 
Score: -8655376.000000 Penalty: 5526.873535
	Iteration 11Q: 3 clusters Score -8655376 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 68503 members 
Entering Unmasked Estep 
Score: -8656018.000000 Penalty: 5526.873535
	Iteration 12Q: 3 clusters Score -8656018 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 68693 members 
Entering Unmasked Estep 
Score: -8656229.000000 Penalty: 5526.873535
	Iteration 13Q: 3 clusters Score -8656229 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 68755 members 
Entering Unmasked Estep 
Score: -8656314.000000 Penalty: 5526.873535
	Iteration 14Q: 3 clusters Score -8656314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 68780 members 
Entering Unmasked Estep 
Score: -8656353.000000 Penalty: 5526.873535
	Iteration 15Q: 3 clusters Score -8656353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -8656384.000000 Penalty: 5526.873535
	Iteration 16Q: 3 clusters Score -8656384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 68799 members 
Entering Unmasked Estep 
Score: -8656396.000000 Penalty: 5526.873535
	Iteration 17Q: 3 clusters Score -8656396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 68806 members 
Entering Unmasked Estep 
Score: -8656407.000000 Penalty: 5526.873535
	Iteration 18Q: 3 clusters Score -8656407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -8656412.000000 Penalty: 5526.873535
	Iteration 19Q: 3 clusters Score -8656412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -8656425.000000 Penalty: 5526.873535
	Iteration 20F: 3 clusters Score -8656425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 68820 members 
Entering Unmasked Estep 
Score: -8656428.000000 Penalty: 5526.873535
	Iteration 21Q: 3 clusters Score -8656428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -8656422.000000 Penalty: 5526.873535
	Iteration 22Q: 3 clusters Score -8656422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 68822 members 
Entering Unmasked Estep 
Score: -8656425.000000 Penalty: 5526.873535
	Iteration 23Q: 3 clusters Score -8656425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -8656436.000000 Penalty: 5526.873535
	Iteration 24Q: 3 clusters Score -8656436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 68826 members 
Entering Unmasked Estep 
Score: -8656437.000000 Penalty: 5526.873535
	Iteration 25Q: 3 clusters Score -8656437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 68829 members 
Entering Unmasked Estep 
Score: -8656443.000000 Penalty: 5526.873535
	Iteration 26Q: 3 clusters Score -8656443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 68831 members 
Entering Unmasked Estep 
Score: -8656452.000000 Penalty: 5526.873535
	Iteration 27Q: 3 clusters Score -8656452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 68832 members 
Entering Unmasked Estep 
Score: -8656455.000000 Penalty: 5526.873535
	Iteration 28Q: 3 clusters Score -8656455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 68832 members 
Entering Unmasked Estep 
Score: -8656455.000000 Penalty: 5526.873535
	Iteration 29F: 3 clusters Score -8656455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Entering Unmasked Estep 
Score: -1800637.500000 Penalty: 2374.561523
	Iteration 0F: 2 clusters Score -1800638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1790187.125000 Penalty: 4749.123047
	Iteration 0F: 3 clusters Score -1790187 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1793515.250000 Penalty: 4749.123047
	Iteration 1F: 3 clusters Score -1793515 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1793851.875000 Penalty: 4749.123047
	Iteration 2F: 3 clusters Score -1793852 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1794082.000000 Penalty: 4749.123047
	Iteration 3Q: 3 clusters Score -1794082 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1794307.875000 Penalty: 4749.123047
	Iteration 4Q: 3 clusters Score -1794308 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1794550.125000 Penalty: 4749.123047
	Iteration 5Q: 3 clusters Score -1794550 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1794820.875000 Penalty: 4749.123047
	Iteration 6Q: 3 clusters Score -1794821 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1795140.875000 Penalty: 4749.123047
	Iteration 7Q: 3 clusters Score -1795141 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1795555.250000 Penalty: 4749.123047
	Iteration 8Q: 3 clusters Score -1795555 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1796090.750000 Penalty: 4749.123047
	Iteration 9F: 3 clusters Score -1796091 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1796642.750000 Penalty: 4749.123047
	Iteration 10F: 3 clusters Score -1796643 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1797221.250000 Penalty: 4749.123047
	Iteration 11Q: 3 clusters Score -1797221 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1797707.000000 Penalty: 4749.123047
	Iteration 12Q: 3 clusters Score -1797707 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1798015.250000 Penalty: 4749.123047
	Iteration 13Q: 3 clusters Score -1798015 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1798220.250000 Penalty: 4749.123047
	Iteration 14Q: 3 clusters Score -1798220 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1798350.375000 Penalty: 4749.123047
	Iteration 15Q: 3 clusters Score -1798350 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1798453.875000 Penalty: 4749.123047
	Iteration 16Q: 3 clusters Score -1798454 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1798523.875000 Penalty: 4749.123047
	Iteration 17Q: 3 clusters Score -1798524 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1798557.500000 Penalty: 4749.123047
	Iteration 18Q: 3 clusters Score -1798558 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1798586.750000 Penalty: 4749.123047
	Iteration 19Q: 3 clusters Score -1798587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1798603.000000 Penalty: 4749.123047
	Iteration 20F: 3 clusters Score -1798603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1798617.000000 Penalty: 4749.123047
	Iteration 21Q: 3 clusters Score -1798617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1798616.375000 Penalty: 4749.123047
	Iteration 22Q: 3 clusters Score -1798616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1798619.750000 Penalty: 4749.123047
	Iteration 23Q: 3 clusters Score -1798620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1798626.500000 Penalty: 4749.123047
	Iteration 24Q: 3 clusters Score -1798626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1798626.000000 Penalty: 4749.123047
	Iteration 25Q: 3 clusters Score -1798626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1798633.625000 Penalty: 4749.123047
	Iteration 26Q: 3 clusters Score -1798634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1798636.250000 Penalty: 4749.123047
	Iteration 27Q: 3 clusters Score -1798636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1798638.750000 Penalty: 4749.123047
	Iteration 28Q: 3 clusters Score -1798639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1798638.625000 Penalty: 4749.123047
	Iteration 29Q: 3 clusters Score -1798639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1798641.125000 Penalty: 4749.123047
	Iteration 30Q: 3 clusters Score -1798641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1798641.125000 Penalty: 4749.123047
	Iteration 31F: 3 clusters Score -1798641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (241996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241996 members 
Entering Unmasked Estep 
Score: -30076730.000000 Penalty: 3074.375732
	Iteration 0F: 2 clusters Score -3.007673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121305 members 
Mstep: Class 2 contains 120691 members 
Entering Unmasked Estep 
Score: -29922142.000000 Penalty: 6148.751465
	Iteration 0F: 3 clusters Score -2.992214e+07 nChanged 116692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128269 members 
Mstep: Class 2 contains 113727 members 
Entering Unmasked Estep 
Score: -29991834.000000 Penalty: 6148.751465
	Iteration 1F: 3 clusters Score -2.999183e+07 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132818 members 
Mstep: Class 2 contains 109178 members 
Entering Unmasked Estep 
Score: -29994634.000000 Penalty: 6148.751465
	Iteration 2Q: 3 clusters Score -2.999463e+07 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139799 members 
Mstep: Class 2 contains 102197 members 
Entering Unmasked Estep 
Score: -29999498.000000 Penalty: 6148.751465
	Iteration 3Q: 3 clusters Score -2.99995e+07 nChanged 14605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150548 members 
Mstep: Class 2 contains 91448 members 
Entering Unmasked Estep 
Score: -30008564.000000 Penalty: 6148.751465
	Iteration 4F: 3 clusters Score -3.000856e+07 nChanged 18371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165037 members 
Mstep: Class 2 contains 76959 members 
Entering Unmasked Estep 
Score: -30022932.000000 Penalty: 6148.751465
	Iteration 5F: 3 clusters Score -3.002293e+07 nChanged 19961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181902 members 
Mstep: Class 2 contains 60094 members 
Entering Unmasked Estep 
Score: -30040470.000000 Penalty: 6148.751465
	Iteration 6F: 3 clusters Score -3.004047e+07 nChanged 17647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197519 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -30056460.000000 Penalty: 6148.751465
	Iteration 7F: 3 clusters Score -3.005646e+07 nChanged 12422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208499 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -30066086.000000 Penalty: 6148.751465
	Iteration 8F: 3 clusters Score -3.006609e+07 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215794 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -30070652.000000 Penalty: 6148.751465
	Iteration 9Q: 3 clusters Score -3.007065e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221049 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -30072598.000000 Penalty: 6148.751465
	Iteration 10Q: 3 clusters Score -3.00726e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225268 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -30073938.000000 Penalty: 6148.751465
	Iteration 11Q: 3 clusters Score -3.007394e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228625 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -30074738.000000 Penalty: 6148.751465
	Iteration 12Q: 3 clusters Score -3.007474e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231386 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -30075124.000000 Penalty: 6148.751465
	Iteration 13Q: 3 clusters Score -3.007512e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233554 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -30075248.000000 Penalty: 6148.751465
	Iteration 14Q: 3 clusters Score -3.007525e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235204 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -30075240.000000 Penalty: 6148.751465
	Iteration 15Q: 3 clusters Score -3.007524e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236461 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -30075284.000000 Penalty: 6148.751465
	Iteration 16Q: 3 clusters Score -3.007528e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237431 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -30075322.000000 Penalty: 6148.751465
	Iteration 17Q: 3 clusters Score -3.007532e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238204 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -30075324.000000 Penalty: 6148.751465
	Iteration 18Q: 3 clusters Score -3.007532e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238811 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -30075184.000000 Penalty: 6148.751465
	Iteration 19Q: 3 clusters Score -3.007518e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239276 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -30075112.000000 Penalty: 6148.751465
	Iteration 20F: 3 clusters Score -3.007511e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239603 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -30075088.000000 Penalty: 6148.751465
	Iteration 21Q: 3 clusters Score -3.007509e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239871 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -30075040.000000 Penalty: 6148.751465
	Iteration 22Q: 3 clusters Score -3.007504e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240082 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -30075032.000000 Penalty: 6148.751465
	Iteration 23Q: 3 clusters Score -3.007503e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240235 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -30075022.000000 Penalty: 6148.751465
	Iteration 24Q: 3 clusters Score -3.007502e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240347 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -30075008.000000 Penalty: 6148.751465
	Iteration 25Q: 3 clusters Score -3.007501e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240428 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -30074980.000000 Penalty: 6148.751465
	Iteration 26Q: 3 clusters Score -3.007498e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240481 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -30074958.000000 Penalty: 6148.751465
	Iteration 27Q: 3 clusters Score -3.007496e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240528 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -30074934.000000 Penalty: 6148.751465
	Iteration 28Q: 3 clusters Score -3.007493e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240583 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -30074946.000000 Penalty: 6148.751465
	Iteration 29Q: 3 clusters Score -3.007495e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240628 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -30074950.000000 Penalty: 6148.751465
	Iteration 30Q: 3 clusters Score -3.007495e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240679 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -30074976.000000 Penalty: 6148.751465
	Iteration 31Q: 3 clusters Score -3.007498e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240721 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -30074946.000000 Penalty: 6148.751465
	Iteration 32Q: 3 clusters Score -3.007495e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240758 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -30074954.000000 Penalty: 6148.751465
	Iteration 33Q: 3 clusters Score -3.007495e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240786 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -30074936.000000 Penalty: 6148.751465
	Iteration 34Q: 3 clusters Score -3.007494e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240813 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -30074920.000000 Penalty: 6148.751465
	Iteration 35Q: 3 clusters Score -3.007492e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240830 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -30074926.000000 Penalty: 6148.751465
	Iteration 36Q: 3 clusters Score -3.007493e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240844 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -30074934.000000 Penalty: 6148.751465
	Iteration 37Q: 3 clusters Score -3.007493e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240854 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -30074934.000000 Penalty: 6148.751465
	Iteration 38Q: 3 clusters Score -3.007493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240860 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -30074948.000000 Penalty: 6148.751465
	Iteration 39Q: 3 clusters Score -3.007495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240866 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -30074946.000000 Penalty: 6148.751465
	Iteration 40F: 3 clusters Score -3.007495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240871 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -30074940.000000 Penalty: 6148.751465
	Iteration 41Q: 3 clusters Score -3.007494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240874 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -30074948.000000 Penalty: 6148.751465
	Iteration 42Q: 3 clusters Score -3.007495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240881 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -30074936.000000 Penalty: 6148.751465
	Iteration 43Q: 3 clusters Score -3.007494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240882 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -30074934.000000 Penalty: 6148.751465
	Iteration 44Q: 3 clusters Score -3.007493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240883 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -30074948.000000 Penalty: 6148.751465
	Iteration 45Q: 3 clusters Score -3.007495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240885 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -30074936.000000 Penalty: 6148.751465
	Iteration 46Q: 3 clusters Score -3.007494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240886 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -30074950.000000 Penalty: 6148.751465
	Iteration 47Q: 3 clusters Score -3.007495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240886 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -30074950.000000 Penalty: 6148.751465
	Iteration 48F: 3 clusters Score -3.007495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Entering Unmasked Estep 
Score: -2976900.250000 Penalty: 2504.146973
	Iteration 0F: 2 clusters Score -2976900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2960168.250000 Penalty: 5008.293945
	Iteration 0F: 3 clusters Score -2960168 nChanged 10835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2965960.250000 Penalty: 5008.293945
	Iteration 1F: 3 clusters Score -2965960 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2966560.500000 Penalty: 5008.293945
	Iteration 2F: 3 clusters Score -2966560 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2967118.500000 Penalty: 5008.293945
	Iteration 3Q: 3 clusters Score -2967118 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2967624.250000 Penalty: 5008.293945
	Iteration 4Q: 3 clusters Score -2967624 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2968118.500000 Penalty: 5008.293945
	Iteration 5Q: 3 clusters Score -2968118 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2968571.000000 Penalty: 5008.293945
	Iteration 6Q: 3 clusters Score -2968571 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2968991.500000 Penalty: 5008.293945
	Iteration 7Q: 3 clusters Score -2968992 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2969361.500000 Penalty: 5008.293945
	Iteration 8Q: 3 clusters Score -2969362 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2969761.500000 Penalty: 5008.293945
	Iteration 9Q: 3 clusters Score -2969762 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2970275.500000 Penalty: 5008.293945
	Iteration 10Q: 3 clusters Score -2970276 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2970949.750000 Penalty: 5008.293945
	Iteration 11Q: 3 clusters Score -2970950 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2971891.000000 Penalty: 5008.293945
	Iteration 12F: 3 clusters Score -2971891 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2972934.500000 Penalty: 5008.293945
	Iteration 13F: 3 clusters Score -2972934 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2973920.250000 Penalty: 5008.293945
	Iteration 14Q: 3 clusters Score -2973920 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2974622.750000 Penalty: 5008.293945
	Iteration 15Q: 3 clusters Score -2974623 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2975040.500000 Penalty: 5008.293945
	Iteration 16Q: 3 clusters Score -2975040 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2975253.750000 Penalty: 5008.293945
	Iteration 17Q: 3 clusters Score -2975254 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2975413.500000 Penalty: 5008.293945
	Iteration 18Q: 3 clusters Score -2975414 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2975527.500000 Penalty: 5008.293945
	Iteration 19Q: 3 clusters Score -2975528 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2975615.000000 Penalty: 5008.293945
	Iteration 20F: 3 clusters Score -2975615 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2975699.250000 Penalty: 5008.293945
	Iteration 21Q: 3 clusters Score -2975699 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2975753.500000 Penalty: 5008.293945
	Iteration 22Q: 3 clusters Score -2975754 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2975791.250000 Penalty: 5008.293945
	Iteration 23Q: 3 clusters Score -2975791 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2975818.500000 Penalty: 5008.293945
	Iteration 24Q: 3 clusters Score -2975818 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2975851.500000 Penalty: 5008.293945
	Iteration 25Q: 3 clusters Score -2975852 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2975883.750000 Penalty: 5008.293945
	Iteration 26Q: 3 clusters Score -2975884 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2975897.000000 Penalty: 5008.293945
	Iteration 27Q: 3 clusters Score -2975897 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2975912.000000 Penalty: 5008.293945
	Iteration 28Q: 3 clusters Score -2975912 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -2975925.000000 Penalty: 5008.293945
	Iteration 29Q: 3 clusters Score -2975925 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2975930.000000 Penalty: 5008.293945
	Iteration 30Q: 3 clusters Score -2975930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2975937.000000 Penalty: 5008.293945
	Iteration 31Q: 3 clusters Score -2975937 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2975943.750000 Penalty: 5008.293945
	Iteration 32Q: 3 clusters Score -2975944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2975945.500000 Penalty: 5008.293945
	Iteration 33Q: 3 clusters Score -2975946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2975953.750000 Penalty: 5008.293945
	Iteration 34Q: 3 clusters Score -2975954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2975959.250000 Penalty: 5008.293945
	Iteration 35Q: 3 clusters Score -2975959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2975959.500000 Penalty: 5008.293945
	Iteration 36Q: 3 clusters Score -2975960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2975974.000000 Penalty: 5008.293945
	Iteration 37Q: 3 clusters Score -2975974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2975972.250000 Penalty: 5008.293945
	Iteration 38Q: 3 clusters Score -2975972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2975981.000000 Penalty: 5008.293945
	Iteration 39Q: 3 clusters Score -2975981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -2975978.750000 Penalty: 5008.293945
	Iteration 40F: 3 clusters Score -2975979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2975990.500000 Penalty: 5008.293945
	Iteration 41Q: 3 clusters Score -2975990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2975987.500000 Penalty: 5008.293945
	Iteration 42Q: 3 clusters Score -2975988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2975993.250000 Penalty: 5008.293945
	Iteration 43Q: 3 clusters Score -2975993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -2975988.750000 Penalty: 5008.293945
	Iteration 44Q: 3 clusters Score -2975989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -2975986.750000 Penalty: 5008.293945
	Iteration 45Q: 3 clusters Score -2975987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -2975989.750000 Penalty: 5008.293945
	Iteration 46Q: 3 clusters Score -2975990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2975993.250000 Penalty: 5008.293945
	Iteration 47Q: 3 clusters Score -2975993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2975995.500000 Penalty: 5008.293945
	Iteration 48Q: 3 clusters Score -2975996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2975997.750000 Penalty: 5008.293945
	Iteration 49Q: 3 clusters Score -2975998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2975994.500000 Penalty: 5008.293945
	Iteration 50Q: 3 clusters Score -2975994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -2976001.500000 Penalty: 5008.293945
	Iteration 51Q: 3 clusters Score -2976002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -2975995.750000 Penalty: 5008.293945
	Iteration 52Q: 3 clusters Score -2975996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2976009.000000 Penalty: 5008.293945
	Iteration 53Q: 3 clusters Score -2976009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2976009.750000 Penalty: 5008.293945
	Iteration 54Q: 3 clusters Score -2976010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -2976010.250000 Penalty: 5008.293945
	Iteration 55Q: 3 clusters Score -2976010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2976018.250000 Penalty: 5008.293945
	Iteration 56Q: 3 clusters Score -2976018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2976010.750000 Penalty: 5008.293945
	Iteration 57Q: 3 clusters Score -2976011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -2976015.250000 Penalty: 5008.293945
	Iteration 58Q: 3 clusters Score -2976015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2976014.000000 Penalty: 5008.293945
	Iteration 59Q: 3 clusters Score -2976014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2976013.000000 Penalty: 5008.293945
	Iteration 60F: 3 clusters Score -2976013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Entering Unmasked Estep 
Score: -2902256.500000 Penalty: 2499.694580
	Iteration 0F: 2 clusters Score -2902256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2885663.250000 Penalty: 4999.389160
	Iteration 0F: 3 clusters Score -2885663 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2891299.750000 Penalty: 4999.389160
	Iteration 1F: 3 clusters Score -2891300 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2891798.750000 Penalty: 4999.389160
	Iteration 2F: 3 clusters Score -2891799 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2892204.500000 Penalty: 4999.389160
	Iteration 3Q: 3 clusters Score -2892204 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2892583.250000 Penalty: 4999.389160
	Iteration 4Q: 3 clusters Score -2892583 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2893016.000000 Penalty: 4999.389160
	Iteration 5Q: 3 clusters Score -2893016 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2893471.250000 Penalty: 4999.389160
	Iteration 6Q: 3 clusters Score -2893471 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2894080.000000 Penalty: 4999.389160
	Iteration 7Q: 3 clusters Score -2894080 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2894797.750000 Penalty: 4999.389160
	Iteration 8Q: 3 clusters Score -2894798 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2895600.000000 Penalty: 4999.389160
	Iteration 9F: 3 clusters Score -2895600 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2896494.250000 Penalty: 4999.389160
	Iteration 10F: 3 clusters Score -2896494 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2897406.250000 Penalty: 4999.389160
	Iteration 11Q: 3 clusters Score -2897406 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2898117.250000 Penalty: 4999.389160
	Iteration 12Q: 3 clusters Score -2898117 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2898629.500000 Penalty: 4999.389160
	Iteration 13Q: 3 clusters Score -2898630 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2899019.750000 Penalty: 4999.389160
	Iteration 14Q: 3 clusters Score -2899020 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2899323.250000 Penalty: 4999.389160
	Iteration 15Q: 3 clusters Score -2899323 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -2899562.750000 Penalty: 4999.389160
	Iteration 16Q: 3 clusters Score -2899563 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -2899732.750000 Penalty: 4999.389160
	Iteration 17Q: 3 clusters Score -2899733 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2899860.000000 Penalty: 4999.389160
	Iteration 18Q: 3 clusters Score -2899860 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -2899975.000000 Penalty: 4999.389160
	Iteration 19Q: 3 clusters Score -2899975 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -2900056.250000 Penalty: 4999.389160
	Iteration 20F: 3 clusters Score -2900056 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -2900107.500000 Penalty: 4999.389160
	Iteration 21Q: 3 clusters Score -2900108 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -2900156.000000 Penalty: 4999.389160
	Iteration 22Q: 3 clusters Score -2900156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -2900190.250000 Penalty: 4999.389160
	Iteration 23Q: 3 clusters Score -2900190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -2900212.250000 Penalty: 4999.389160
	Iteration 24Q: 3 clusters Score -2900212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -2900230.000000 Penalty: 4999.389160
	Iteration 25Q: 3 clusters Score -2900230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -2900256.500000 Penalty: 4999.389160
	Iteration 26Q: 3 clusters Score -2900256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -2900269.000000 Penalty: 4999.389160
	Iteration 27Q: 3 clusters Score -2900269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -2900277.250000 Penalty: 4999.389160
	Iteration 28Q: 3 clusters Score -2900277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -2900287.000000 Penalty: 4999.389160
	Iteration 29Q: 3 clusters Score -2900287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -2900292.000000 Penalty: 4999.389160
	Iteration 30Q: 3 clusters Score -2900292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -2900300.000000 Penalty: 4999.389160
	Iteration 31Q: 3 clusters Score -2900300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -2900302.000000 Penalty: 4999.389160
	Iteration 32Q: 3 clusters Score -2900302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -2900301.500000 Penalty: 4999.389160
	Iteration 33Q: 3 clusters Score -2900302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -2900307.500000 Penalty: 4999.389160
	Iteration 34Q: 3 clusters Score -2900308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -2900312.500000 Penalty: 4999.389160
	Iteration 35Q: 3 clusters Score -2900312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -2900313.250000 Penalty: 4999.389160
	Iteration 36Q: 3 clusters Score -2900313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -2900312.750000 Penalty: 4999.389160
	Iteration 37Q: 3 clusters Score -2900313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -2900312.250000 Penalty: 4999.389160
	Iteration 38Q: 3 clusters Score -2900312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -2900315.500000 Penalty: 4999.389160
	Iteration 39Q: 3 clusters Score -2900316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -2900316.500000 Penalty: 4999.389160
	Iteration 40F: 3 clusters Score -2900316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -2900315.750000 Penalty: 4999.389160
	Iteration 41Q: 3 clusters Score -2900316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -2900320.750000 Penalty: 4999.389160
	Iteration 42Q: 3 clusters Score -2900321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -2900323.000000 Penalty: 4999.389160
	Iteration 43Q: 3 clusters Score -2900323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -2900324.250000 Penalty: 4999.389160
	Iteration 44Q: 3 clusters Score -2900324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -2900324.500000 Penalty: 4999.389160
	Iteration 45Q: 3 clusters Score -2900324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -2900329.250000 Penalty: 4999.389160
	Iteration 46Q: 3 clusters Score -2900329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -2900333.750000 Penalty: 4999.389160
	Iteration 47Q: 3 clusters Score -2900334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -2900337.750000 Penalty: 4999.389160
	Iteration 48Q: 3 clusters Score -2900338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -2900341.500000 Penalty: 4999.389160
	Iteration 49Q: 3 clusters Score -2900342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -2900347.500000 Penalty: 4999.389160
	Iteration 50Q: 3 clusters Score -2900348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -2900349.500000 Penalty: 4999.389160
	Iteration 51Q: 3 clusters Score -2900350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2900349.000000 Penalty: 4999.389160
	Iteration 52Q: 3 clusters Score -2900349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -2900353.500000 Penalty: 4999.389160
	Iteration 53Q: 3 clusters Score -2900354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -2900361.750000 Penalty: 4999.389160
	Iteration 54Q: 3 clusters Score -2900362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -2900359.750000 Penalty: 4999.389160
	Iteration 55Q: 3 clusters Score -2900360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -2900363.000000 Penalty: 4999.389160
	Iteration 56Q: 3 clusters Score -2900363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -2900363.000000 Penalty: 4999.389160
	Iteration 57F: 3 clusters Score -2900363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Entering Unmasked Estep 
Score: -745732.375000 Penalty: 2212.355957
	Iteration 0F: 2 clusters Score -745732.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -739805.062500 Penalty: 4424.711914
	Iteration 0F: 3 clusters Score -739805.1 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -742041.437500 Penalty: 4424.711914
	Iteration 1F: 3 clusters Score -742041.4 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -743239.812500 Penalty: 4424.711914
	Iteration 2F: 3 clusters Score -743239.8 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -744901.562500 Penalty: 4424.711914
	Iteration 3F: 3 clusters Score -744901.6 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -746318.875000 Penalty: 4424.711914
	Iteration 4F: 3 clusters Score -746318.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -746883.562500 Penalty: 4424.711914
	Iteration 5F: 3 clusters Score -746883.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -747101.312500 Penalty: 4424.711914
	Iteration 6Q: 3 clusters Score -747101.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -747191.812500 Penalty: 4424.711914
	Iteration 7Q: 3 clusters Score -747191.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -747231.375000 Penalty: 4424.711914
	Iteration 8Q: 3 clusters Score -747231.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -747254.125000 Penalty: 4424.711914
	Iteration 9Q: 3 clusters Score -747254.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -747267.187500 Penalty: 4424.711914
	Iteration 10Q: 3 clusters Score -747267.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -747273.437500 Penalty: 4424.711914
	Iteration 11Q: 3 clusters Score -747273.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -747280.750000 Penalty: 4424.711914
	Iteration 12Q: 3 clusters Score -747280.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -747287.687500 Penalty: 4424.711914
	Iteration 13Q: 3 clusters Score -747287.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -747291.437500 Penalty: 4424.711914
	Iteration 14Q: 3 clusters Score -747291.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -747296.187500 Penalty: 4424.711914
	Iteration 15Q: 3 clusters Score -747296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -747297.250000 Penalty: 4424.711914
	Iteration 16Q: 3 clusters Score -747297.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -747298.687500 Penalty: 4424.711914
	Iteration 17Q: 3 clusters Score -747298.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -747297.375000 Penalty: 4424.711914
	Iteration 18Q: 3 clusters Score -747297.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -747298.687500 Penalty: 4424.711914
	Iteration 19Q: 3 clusters Score -747298.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -747297.000000 Penalty: 4424.711914
	Iteration 20F: 3 clusters Score -747297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -747298.625000 Penalty: 4424.711914
	Iteration 21Q: 3 clusters Score -747298.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -747298.625000 Penalty: 4424.711914
	Iteration 22F: 3 clusters Score -747298.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 310719 members 
Mstep: Class 2 contains 69071 members 
Mstep: Class 3 contains 14398 members 
Mstep: Class 4 contains 241996 members 
Mstep: Class 5 contains 24279 members 
Mstep: Class 6 contains 23847 members 
Mstep: Class 7 contains 6405 members 
Mstep: Class 8 contains 83996 members 
Mstep: Class 9 contains 29674 members 
Mstep: Class 10 contains 102918 members 
Mstep: Class 11 contains 21067 members 
Mstep: Class 12 contains 7428 members 
Mstep: Class 13 contains 21466 members 
Mstep: Class 14 contains 22037 members 
Mstep: Class 15 contains 82903 members 
Mstep: Class 16 contains 1081 members 
Mstep: Class 19 contains 14631 members 
Mstep: Class 20 contains 21880 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 23 contains 171144 members 
Entering Unmasked Estep 
Score: -154522240.000000 Penalty: 69726.570312
Splitting cluster 7 changes total score from -154520544.000000 to -154522240.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 8 (83996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83996 members 
Entering Unmasked Estep 
Score: -10559877.000000 Penalty: 2811.954102
	Iteration 0F: 2 clusters Score -1.055988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -10503721.000000 Penalty: 5623.908203
	Iteration 0F: 3 clusters Score -1.050372e+07 nChanged 39621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -10526309.000000 Penalty: 5623.908203
	Iteration 1F: 3 clusters Score -1.052631e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -10527525.000000 Penalty: 5623.908203
	Iteration 2Q: 3 clusters Score -1.052752e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -10529278.000000 Penalty: 5623.908203
	Iteration 3Q: 3 clusters Score -1.052928e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -10532478.000000 Penalty: 5623.908203
	Iteration 4F: 3 clusters Score -1.053248e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53460 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -10537526.000000 Penalty: 5623.908203
	Iteration 5F: 3 clusters Score -1.053753e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -10543969.000000 Penalty: 5623.908203
	Iteration 6F: 3 clusters Score -1.054397e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64270 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -10550416.000000 Penalty: 5623.908203
	Iteration 7F: 3 clusters Score -1.055042e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68446 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -10555043.000000 Penalty: 5623.908203
	Iteration 8F: 3 clusters Score -1.055504e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -10557571.000000 Penalty: 5623.908203
	Iteration 9Q: 3 clusters Score -1.055757e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72735 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -10558817.000000 Penalty: 5623.908203
	Iteration 10Q: 3 clusters Score -1.055882e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73948 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -10559676.000000 Penalty: 5623.908203
	Iteration 11Q: 3 clusters Score -1.055968e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74860 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -10560200.000000 Penalty: 5623.908203
	Iteration 12Q: 3 clusters Score -1.05602e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -10560641.000000 Penalty: 5623.908203
	Iteration 13Q: 3 clusters Score -1.056064e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76096 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -10560906.000000 Penalty: 5623.908203
	Iteration 14Q: 3 clusters Score -1.056091e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76534 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -10561082.000000 Penalty: 5623.908203
	Iteration 15Q: 3 clusters Score -1.056108e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76855 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -10561206.000000 Penalty: 5623.908203
	Iteration 16Q: 3 clusters Score -1.056121e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77112 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -10561288.000000 Penalty: 5623.908203
	Iteration 17Q: 3 clusters Score -1.056129e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77342 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -10561297.000000 Penalty: 5623.908203
	Iteration 18Q: 3 clusters Score -1.05613e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77530 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -10561321.000000 Penalty: 5623.908203
	Iteration 19Q: 3 clusters Score -1.056132e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77674 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -10561364.000000 Penalty: 5623.908203
	Iteration 20F: 3 clusters Score -1.056136e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77784 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -10561385.000000 Penalty: 5623.908203
	Iteration 21Q: 3 clusters Score -1.056138e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77884 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -10561391.000000 Penalty: 5623.908203
	Iteration 22Q: 3 clusters Score -1.056139e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77987 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -10561395.000000 Penalty: 5623.908203
	Iteration 23Q: 3 clusters Score -1.05614e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78064 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -10561381.000000 Penalty: 5623.908203
	Iteration 24Q: 3 clusters Score -1.056138e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78118 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -10561388.000000 Penalty: 5623.908203
	Iteration 25Q: 3 clusters Score -1.056139e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78154 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -10561388.000000 Penalty: 5623.908203
	Iteration 26Q: 3 clusters Score -1.056139e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78188 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -10561395.000000 Penalty: 5623.908203
	Iteration 27Q: 3 clusters Score -1.05614e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78210 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -10561400.000000 Penalty: 5623.908203
	Iteration 28Q: 3 clusters Score -1.05614e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78224 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -10561412.000000 Penalty: 5623.908203
	Iteration 29Q: 3 clusters Score -1.056141e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78241 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -10561414.000000 Penalty: 5623.908203
	Iteration 30Q: 3 clusters Score -1.056141e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78256 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -10561414.000000 Penalty: 5623.908203
	Iteration 31Q: 3 clusters Score -1.056141e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78275 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -10561410.000000 Penalty: 5623.908203
	Iteration 32Q: 3 clusters Score -1.056141e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78295 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -10561426.000000 Penalty: 5623.908203
	Iteration 33Q: 3 clusters Score -1.056143e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78311 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -10561407.000000 Penalty: 5623.908203
	Iteration 34Q: 3 clusters Score -1.056141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78321 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -10561418.000000 Penalty: 5623.908203
	Iteration 35Q: 3 clusters Score -1.056142e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78333 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -10561418.000000 Penalty: 5623.908203
	Iteration 36Q: 3 clusters Score -1.056142e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78350 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -10561416.000000 Penalty: 5623.908203
	Iteration 37Q: 3 clusters Score -1.056142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78361 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -10561407.000000 Penalty: 5623.908203
	Iteration 38Q: 3 clusters Score -1.056141e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78374 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -10561428.000000 Penalty: 5623.908203
	Iteration 39Q: 3 clusters Score -1.056143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78387 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -10561398.000000 Penalty: 5623.908203
	Iteration 40F: 3 clusters Score -1.05614e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78404 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -10561424.000000 Penalty: 5623.908203
	Iteration 41Q: 3 clusters Score -1.056142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78417 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -10561417.000000 Penalty: 5623.908203
	Iteration 42Q: 3 clusters Score -1.056142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78428 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -10561418.000000 Penalty: 5623.908203
	Iteration 43Q: 3 clusters Score -1.056142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78443 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -10561421.000000 Penalty: 5623.908203
	Iteration 44Q: 3 clusters Score -1.056142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78453 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -10561435.000000 Penalty: 5623.908203
	Iteration 45Q: 3 clusters Score -1.056144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78465 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -10561412.000000 Penalty: 5623.908203
	Iteration 46Q: 3 clusters Score -1.056141e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78480 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -10561428.000000 Penalty: 5623.908203
	Iteration 47Q: 3 clusters Score -1.056143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78492 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -10561425.000000 Penalty: 5623.908203
	Iteration 48Q: 3 clusters Score -1.056142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78499 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -10561425.000000 Penalty: 5623.908203
	Iteration 49Q: 3 clusters Score -1.056142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78504 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -10561429.000000 Penalty: 5623.908203
	Iteration 50Q: 3 clusters Score -1.056143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78509 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -10561434.000000 Penalty: 5623.908203
	Iteration 51Q: 3 clusters Score -1.056143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78513 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -10561432.000000 Penalty: 5623.908203
	Iteration 52Q: 3 clusters Score -1.056143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78519 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -10561440.000000 Penalty: 5623.908203
	Iteration 53Q: 3 clusters Score -1.056144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78528 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -10561447.000000 Penalty: 5623.908203
	Iteration 54Q: 3 clusters Score -1.056145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78534 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -10561454.000000 Penalty: 5623.908203
	Iteration 55Q: 3 clusters Score -1.056145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78539 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -10561446.000000 Penalty: 5623.908203
	Iteration 56Q: 3 clusters Score -1.056145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78545 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -10561438.000000 Penalty: 5623.908203
	Iteration 57Q: 3 clusters Score -1.056144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78548 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -10561439.000000 Penalty: 5623.908203
	Iteration 58Q: 3 clusters Score -1.056144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78551 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -10561441.000000 Penalty: 5623.908203
	Iteration 59Q: 3 clusters Score -1.056144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78553 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -10561454.000000 Penalty: 5623.908203
	Iteration 60F: 3 clusters Score -1.056145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78555 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -10561457.000000 Penalty: 5623.908203
	Iteration 61Q: 3 clusters Score -1.056146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78558 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -10561450.000000 Penalty: 5623.908203
	Iteration 62Q: 3 clusters Score -1.056145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78561 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -10561447.000000 Penalty: 5623.908203
	Iteration 63Q: 3 clusters Score -1.056145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78563 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -10561448.000000 Penalty: 5623.908203
	Iteration 64Q: 3 clusters Score -1.056145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78563 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -10561448.000000 Penalty: 5623.908203
	Iteration 65F: 3 clusters Score -1.056145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 310719 members 
Mstep: Class 2 contains 69071 members 
Mstep: Class 3 contains 14398 members 
Mstep: Class 4 contains 241996 members 
Mstep: Class 5 contains 24279 members 
Mstep: Class 6 contains 23847 members 
Mstep: Class 7 contains 6405 members 
Mstep: Class 8 contains 78563 members 
Mstep: Class 9 contains 29674 members 
Mstep: Class 10 contains 102918 members 
Mstep: Class 11 contains 21067 members 
Mstep: Class 12 contains 7428 members 
Mstep: Class 13 contains 21466 members 
Mstep: Class 14 contains 22037 members 
Mstep: Class 15 contains 82903 members 
Mstep: Class 16 contains 1081 members 
Mstep: Class 17 contains 5433 members 
Mstep: Class 19 contains 14631 members 
Mstep: Class 20 contains 21880 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 23 contains 171144 members 
Entering Unmasked Estep 
Score: -154523040.000000 Penalty: 73212.898438
Splitting cluster 8 changes total score from -154520544.000000 to -154523040.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 9 (29674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Entering Unmasked Estep 
Score: -3330963.500000 Penalty: 2553.910400
	Iteration 0F: 2 clusters Score -3330964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -3310721.500000 Penalty: 5107.820801
	Iteration 0F: 3 clusters Score -3310722 nChanged 13320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -3318649.250000 Penalty: 5107.820801
	Iteration 1F: 3 clusters Score -3318649 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3320331.000000 Penalty: 5107.820801
	Iteration 2F: 3 clusters Score -3320331 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -3321842.750000 Penalty: 5107.820801
	Iteration 3F: 3 clusters Score -3321843 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3323096.250000 Penalty: 5107.820801
	Iteration 4F: 3 clusters Score -3323096 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -3324388.500000 Penalty: 5107.820801
	Iteration 5F: 3 clusters Score -3324388 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -3325675.000000 Penalty: 5107.820801
	Iteration 6F: 3 clusters Score -3325675 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -3327082.750000 Penalty: 5107.820801
	Iteration 7F: 3 clusters Score -3327083 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -3328430.000000 Penalty: 5107.820801
	Iteration 8F: 3 clusters Score -3328430 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -3329780.000000 Penalty: 5107.820801
	Iteration 9Q: 3 clusters Score -3329780 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -3330883.500000 Penalty: 5107.820801
	Iteration 10Q: 3 clusters Score -3330884 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -3331754.500000 Penalty: 5107.820801
	Iteration 11Q: 3 clusters Score -3331754 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -3332444.250000 Penalty: 5107.820801
	Iteration 12Q: 3 clusters Score -3332444 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3333019.500000 Penalty: 5107.820801
	Iteration 13Q: 3 clusters Score -3333020 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3333505.000000 Penalty: 5107.820801
	Iteration 14Q: 3 clusters Score -3333505 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3334050.750000 Penalty: 5107.820801
	Iteration 15Q: 3 clusters Score -3334051 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3334642.500000 Penalty: 5107.820801
	Iteration 16Q: 3 clusters Score -3334642 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3335225.000000 Penalty: 5107.820801
	Iteration 17Q: 3 clusters Score -3335225 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3335693.750000 Penalty: 5107.820801
	Iteration 18Q: 3 clusters Score -3335694 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3336112.500000 Penalty: 5107.820801
	Iteration 19Q: 3 clusters Score -3336112 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3336496.500000 Penalty: 5107.820801
	Iteration 20F: 3 clusters Score -3336496 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3337012.750000 Penalty: 5107.820801
	Iteration 21Q: 3 clusters Score -3337013 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3337399.500000 Penalty: 5107.820801
	Iteration 22Q: 3 clusters Score -3337400 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3337664.000000 Penalty: 5107.820801
	Iteration 23Q: 3 clusters Score -3337664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3337788.750000 Penalty: 5107.820801
	Iteration 24Q: 3 clusters Score -3337789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3337801.500000 Penalty: 5107.820801
	Iteration 25Q: 3 clusters Score -3337802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3337803.500000 Penalty: 5107.820801
	Iteration 26Q: 3 clusters Score -3337804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3337803.500000 Penalty: 5107.820801
	Iteration 27F: 3 clusters Score -3337804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 310719 members 
Mstep: Class 2 contains 69071 members 
Mstep: Class 3 contains 14398 members 
Mstep: Class 4 contains 241996 members 
Mstep: Class 5 contains 24279 members 
Mstep: Class 6 contains 23847 members 
Mstep: Class 7 contains 6405 members 
Mstep: Class 8 contains 78563 members 
Mstep: Class 9 contains 28720 members 
Mstep: Class 10 contains 102918 members 
Mstep: Class 11 contains 21067 members 
Mstep: Class 12 contains 7428 members 
Mstep: Class 13 contains 21466 members 
Mstep: Class 14 contains 22037 members 
Mstep: Class 15 contains 82903 members 
Mstep: Class 16 contains 1081 members 
Mstep: Class 17 contains 5433 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 14631 members 
Mstep: Class 20 contains 21880 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 23 contains 171144 members 
Entering Unmasked Estep 
Score: -154529152.000000 Penalty: 76699.226562
Splitting cluster 9 changes total score from -154520544.000000 to -154529152.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 10 (102918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102918 members 
Entering Unmasked Estep 
Score: -12487042.000000 Penalty: 2862.338623
	Iteration 0F: 2 clusters Score -1.248704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -12418396.000000 Penalty: 5724.677246
	Iteration 0F: 3 clusters Score -1.24184e+07 nChanged 48411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57046 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -12446410.000000 Penalty: 5724.677246
	Iteration 1F: 3 clusters Score -1.244641e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60397 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -12447983.000000 Penalty: 5724.677246
	Iteration 2Q: 3 clusters Score -1.244798e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65345 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -12450731.000000 Penalty: 5724.677246
	Iteration 3F: 3 clusters Score -1.245073e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -12455683.000000 Penalty: 5724.677246
	Iteration 4F: 3 clusters Score -1.245568e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81208 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -12463149.000000 Penalty: 5724.677246
	Iteration 5F: 3 clusters Score -1.246315e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90277 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -12472115.000000 Penalty: 5724.677246
	Iteration 6F: 3 clusters Score -1.247212e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97136 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -12479060.000000 Penalty: 5724.677246
	Iteration 7F: 3 clusters Score -1.247906e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100764 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -12482724.000000 Penalty: 5724.677246
	Iteration 8Q: 3 clusters Score -1.248272e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102063 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -12484013.000000 Penalty: 5724.677246
	Iteration 9Q: 3 clusters Score -1.248401e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102427 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -12484423.000000 Penalty: 5724.677246
	Iteration 10Q: 3 clusters Score -1.248442e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102524 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -12484559.000000 Penalty: 5724.677246
	Iteration 11Q: 3 clusters Score -1.248456e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102563 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -12484663.000000 Penalty: 5724.677246
	Iteration 12Q: 3 clusters Score -1.248466e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102581 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -12484704.000000 Penalty: 5724.677246
	Iteration 13Q: 3 clusters Score -1.24847e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102584 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -12484753.000000 Penalty: 5724.677246
	Iteration 14Q: 3 clusters Score -1.248475e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102591 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -12484766.000000 Penalty: 5724.677246
	Iteration 15Q: 3 clusters Score -1.248477e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102593 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -12484777.000000 Penalty: 5724.677246
	Iteration 16Q: 3 clusters Score -1.248478e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102601 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -12484790.000000 Penalty: 5724.677246
	Iteration 17Q: 3 clusters Score -1.248479e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102602 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -12484804.000000 Penalty: 5724.677246
	Iteration 18Q: 3 clusters Score -1.24848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102610 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -12484826.000000 Penalty: 5724.677246
	Iteration 19Q: 3 clusters Score -1.248483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102609 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -12484845.000000 Penalty: 5724.677246
	Iteration 20F: 3 clusters Score -1.248484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102601 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -12484859.000000 Penalty: 5724.677246
	Iteration 21Q: 3 clusters Score -1.248486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102596 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -12484875.000000 Penalty: 5724.677246
	Iteration 22Q: 3 clusters Score -1.248488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102596 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -12484892.000000 Penalty: 5724.677246
	Iteration 23Q: 3 clusters Score -1.248489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102592 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -12484910.000000 Penalty: 5724.677246
	Iteration 24Q: 3 clusters Score -1.248491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102590 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -12484908.000000 Penalty: 5724.677246
	Iteration 25Q: 3 clusters Score -1.248491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102590 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -12484910.000000 Penalty: 5724.677246
	Iteration 26Q: 3 clusters Score -1.248491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102591 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -12484915.000000 Penalty: 5724.677246
	Iteration 27Q: 3 clusters Score -1.248492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102591 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -12484912.000000 Penalty: 5724.677246
	Iteration 28Q: 3 clusters Score -1.248491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102592 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -12484925.000000 Penalty: 5724.677246
	Iteration 29Q: 3 clusters Score -1.248492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102595 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -12484924.000000 Penalty: 5724.677246
	Iteration 30Q: 3 clusters Score -1.248492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102593 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -12484923.000000 Penalty: 5724.677246
	Iteration 31Q: 3 clusters Score -1.248492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102593 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -12484918.000000 Penalty: 5724.677246
	Iteration 32Q: 3 clusters Score -1.248492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102591 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -12484927.000000 Penalty: 5724.677246
	Iteration 33Q: 3 clusters Score -1.248493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102591 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -12484927.000000 Penalty: 5724.677246
	Iteration 34F: 3 clusters Score -1.248493e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Entering Unmasked Estep 
Score: -2640506.750000 Penalty: 2468.954834
	Iteration 0F: 2 clusters Score -2640507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2625783.000000 Penalty: 4937.909668
	Iteration 0F: 3 clusters Score -2625783 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2630811.250000 Penalty: 4937.909668
	Iteration 1F: 3 clusters Score -2630811 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2631310.500000 Penalty: 4937.909668
	Iteration 2F: 3 clusters Score -2631310 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2631796.000000 Penalty: 4937.909668
	Iteration 3Q: 3 clusters Score -2631796 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2632371.000000 Penalty: 4937.909668
	Iteration 4Q: 3 clusters Score -2632371 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2632954.000000 Penalty: 4937.909668
	Iteration 5Q: 3 clusters Score -2632954 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2633530.250000 Penalty: 4937.909668
	Iteration 6Q: 3 clusters Score -2633530 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2634178.750000 Penalty: 4937.909668
	Iteration 7F: 3 clusters Score -2634179 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2634856.500000 Penalty: 4937.909668
	Iteration 8F: 3 clusters Score -2634856 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2635478.000000 Penalty: 4937.909668
	Iteration 9F: 3 clusters Score -2635478 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2635954.000000 Penalty: 4937.909668
	Iteration 10Q: 3 clusters Score -2635954 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2636278.000000 Penalty: 4937.909668
	Iteration 11Q: 3 clusters Score -2636278 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2636486.250000 Penalty: 4937.909668
	Iteration 12Q: 3 clusters Score -2636486 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2636623.750000 Penalty: 4937.909668
	Iteration 13Q: 3 clusters Score -2636624 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2636700.000000 Penalty: 4937.909668
	Iteration 14Q: 3 clusters Score -2636700 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2636759.750000 Penalty: 4937.909668
	Iteration 15Q: 3 clusters Score -2636760 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2636797.750000 Penalty: 4937.909668
	Iteration 16Q: 3 clusters Score -2636798 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2636821.750000 Penalty: 4937.909668
	Iteration 17Q: 3 clusters Score -2636822 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2636843.750000 Penalty: 4937.909668
	Iteration 18Q: 3 clusters Score -2636844 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2636848.250000 Penalty: 4937.909668
	Iteration 19Q: 3 clusters Score -2636848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2636856.250000 Penalty: 4937.909668
	Iteration 20F: 3 clusters Score -2636856 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2636864.750000 Penalty: 4937.909668
	Iteration 21Q: 3 clusters Score -2636865 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2636881.000000 Penalty: 4937.909668
	Iteration 22Q: 3 clusters Score -2636881 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2636882.250000 Penalty: 4937.909668
	Iteration 23Q: 3 clusters Score -2636882 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2636892.250000 Penalty: 4937.909668
	Iteration 24Q: 3 clusters Score -2636892 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2636893.500000 Penalty: 4937.909668
	Iteration 25Q: 3 clusters Score -2636894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2636903.250000 Penalty: 4937.909668
	Iteration 26Q: 3 clusters Score -2636903 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2636909.000000 Penalty: 4937.909668
	Iteration 27Q: 3 clusters Score -2636909 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2636913.000000 Penalty: 4937.909668
	Iteration 28Q: 3 clusters Score -2636913 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2636924.000000 Penalty: 4937.909668
	Iteration 29Q: 3 clusters Score -2636924 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2636925.750000 Penalty: 4937.909668
	Iteration 30Q: 3 clusters Score -2636926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2636929.500000 Penalty: 4937.909668
	Iteration 31Q: 3 clusters Score -2636930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2636934.250000 Penalty: 4937.909668
	Iteration 32Q: 3 clusters Score -2636934 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2636945.500000 Penalty: 4937.909668
	Iteration 33Q: 3 clusters Score -2636946 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2636951.250000 Penalty: 4937.909668
	Iteration 34Q: 3 clusters Score -2636951 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2636957.500000 Penalty: 4937.909668
	Iteration 35Q: 3 clusters Score -2636958 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2636979.000000 Penalty: 4937.909668
	Iteration 36Q: 3 clusters Score -2636979 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2637002.250000 Penalty: 4937.909668
	Iteration 37Q: 3 clusters Score -2637002 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2637005.000000 Penalty: 4937.909668
	Iteration 38Q: 3 clusters Score -2637005 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2637025.750000 Penalty: 4937.909668
	Iteration 39Q: 3 clusters Score -2637026 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2637036.000000 Penalty: 4937.909668
	Iteration 40F: 3 clusters Score -2637036 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2637054.500000 Penalty: 4937.909668
	Iteration 41Q: 3 clusters Score -2637054 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2637067.750000 Penalty: 4937.909668
	Iteration 42Q: 3 clusters Score -2637068 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2637086.500000 Penalty: 4937.909668
	Iteration 43Q: 3 clusters Score -2637086 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2637094.500000 Penalty: 4937.909668
	Iteration 44Q: 3 clusters Score -2637094 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2637109.500000 Penalty: 4937.909668
	Iteration 45Q: 3 clusters Score -2637110 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2637120.500000 Penalty: 4937.909668
	Iteration 46Q: 3 clusters Score -2637120 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2637129.500000 Penalty: 4937.909668
	Iteration 47Q: 3 clusters Score -2637130 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2637146.750000 Penalty: 4937.909668
	Iteration 48Q: 3 clusters Score -2637147 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2637156.750000 Penalty: 4937.909668
	Iteration 49Q: 3 clusters Score -2637157 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2637165.500000 Penalty: 4937.909668
	Iteration 50Q: 3 clusters Score -2637166 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2637176.250000 Penalty: 4937.909668
	Iteration 51Q: 3 clusters Score -2637176 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2637202.000000 Penalty: 4937.909668
	Iteration 52Q: 3 clusters Score -2637202 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2637229.750000 Penalty: 4937.909668
	Iteration 53Q: 3 clusters Score -2637230 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2637246.000000 Penalty: 4937.909668
	Iteration 54Q: 3 clusters Score -2637246 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2637281.500000 Penalty: 4937.909668
	Iteration 55Q: 3 clusters Score -2637282 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2637306.250000 Penalty: 4937.909668
	Iteration 56Q: 3 clusters Score -2637306 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2637334.000000 Penalty: 4937.909668
	Iteration 57Q: 3 clusters Score -2637334 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2637356.500000 Penalty: 4937.909668
	Iteration 58Q: 3 clusters Score -2637356 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2637385.500000 Penalty: 4937.909668
	Iteration 59Q: 3 clusters Score -2637386 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2637410.000000 Penalty: 4937.909668
	Iteration 60F: 3 clusters Score -2637410 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2637432.000000 Penalty: 4937.909668
	Iteration 61Q: 3 clusters Score -2637432 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2637446.500000 Penalty: 4937.909668
	Iteration 62Q: 3 clusters Score -2637446 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2637471.000000 Penalty: 4937.909668
	Iteration 63Q: 3 clusters Score -2637471 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2637484.000000 Penalty: 4937.909668
	Iteration 64Q: 3 clusters Score -2637484 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 8166 members 
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Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 7840 members 
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Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 7608 members 
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Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 7534 members 
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Mstep: Class 2 contains 7386 members 
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Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 7184 members 
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Mstep: Class 1 contains 13966 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2637639 nChanged 85
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Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 7016 members 
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Mstep: Class 2 contains 6928 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 14380 members 
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Mstep: Class 2 contains 6575 members 
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Mstep: Class 2 contains 6070 members 
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Mstep: Class 1 contains 15064 members 
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Mstep: Class 2 contains 5932 members 
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	Iteration 108Q: 3 clusters Score -2637971 nChanged 52
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	Iteration 133Q: 3 clusters Score -2638168 nChanged 48
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	Iteration 134Q: 3 clusters Score -2638160 nChanged 28
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	Iteration 140F: 3 clusters Score -2638199 nChanged 9
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	Iteration 141Q: 3 clusters Score -2638201 nChanged 7
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	Iteration 142Q: 3 clusters Score -2638204 nChanged 10
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	Iteration 143Q: 3 clusters Score -2638208 nChanged 15
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	Iteration 146Q: 3 clusters Score -2638210 nChanged 7
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	Iteration 150Q: 3 clusters Score -2638212 nChanged 6
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	Iteration 154Q: 3 clusters Score -2638214 nChanged 6
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	Iteration 155Q: 3 clusters Score -2638217 nChanged 9
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	Iteration 156Q: 3 clusters Score -2638216 nChanged 9
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	Iteration 157Q: 3 clusters Score -2638221 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2638217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2638222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2638221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2638225 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2638227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2638228 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17550 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2638230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2638232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2638232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2638227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2638226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2638225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2638227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2638224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2638224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2638229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2638226.250000 Penalty: 4937.909668
	Iteration 174Q: 3 clusters Score -2638226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2638226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2638226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2638226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2638229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2638231.500000 Penalty: 4937.909668
	Iteration 179Q: 3 clusters Score -2638232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2638232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2638229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2638231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2638233 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2638232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2638240.000000 Penalty: 4937.909668
	Iteration 185Q: 3 clusters Score -2638240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2638236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2638237 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2638240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2638244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2638242 nChanged 8
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Mstep: Class 1 contains 17741 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2638242 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2638245 nChanged 4
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Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2638244 nChanged 7
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	Iteration 194Q: 3 clusters Score -2638244 nChanged 5
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2638242 nChanged 9
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2638246 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2638248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2638251 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2638250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2638253.000000 Penalty: 4937.909668
	Iteration 200F: 3 clusters Score -2638253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -2638249 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2638250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
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Entering Unmasked Estep 
Score: -2638257.750000 Penalty: 4937.909668
	Iteration 203Q: 3 clusters Score -2638258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
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Entering Unmasked Estep 
Score: -2638259.250000 Penalty: 4937.909668
	Iteration 204Q: 3 clusters Score -2638259 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2638260 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2638266 nChanged 9
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Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -2638266 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17875 members 
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	Iteration 208Q: 3 clusters Score -2638267 nChanged 10
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Mstep: Class 1 contains 17885 members 
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -2638268 nChanged 7
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Mstep: Class 1 contains 17892 members 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2638268 nChanged 5
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Mstep: Class 1 contains 17897 members 
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -2638270 nChanged 7
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -2638270 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17916 members 
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2638274 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17930 members 
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -2638275 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17942 members 
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -2638281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -2638282 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2638282 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -2638282 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -2638291 nChanged 8
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Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -2638292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -2638288 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18016 members 
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -2638290 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -2638291 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18023 members 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -2638288 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18026 members 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -2638291 nChanged 5
Entering Unmasked Mstep 
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	Iteration 226Q: 3 clusters Score -2638296 nChanged 3
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	Iteration 227Q: 3 clusters Score -2638293 nChanged 2
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	Iteration 228Q: 3 clusters Score -2638295 nChanged 3
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Mstep: Class 1 contains 18039 members 
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	Iteration 229Q: 3 clusters Score -2638296 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18051 members 
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Entering Unmasked Estep 
Score: -2638302.250000 Penalty: 4937.909668
	Iteration 230Q: 3 clusters Score -2638302 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18071 members 
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Entering Unmasked Estep 
Score: -2638300.250000 Penalty: 4937.909668
	Iteration 231Q: 3 clusters Score -2638300 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -2638301 nChanged 19
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -2638308 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18122 members 
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -2638321 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -2638324 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -2638325 nChanged 32
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -2638337 nChanged 32
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	Iteration 238Q: 3 clusters Score -2638336 nChanged 28
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Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -2638347 nChanged 26
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Mstep: Class 1 contains 18278 members 
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -2638348 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18289 members 
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Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -2638351 nChanged 10
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Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -2638352 nChanged 13
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Mstep: Class 1 contains 18312 members 
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Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -2638356 nChanged 15
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Mstep: Class 1 contains 18327 members 
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	Iteration 244Q: 3 clusters Score -2638362 nChanged 11
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Mstep: Class 1 contains 18338 members 
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Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -2638357 nChanged 4
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Mstep: Class 1 contains 18342 members 
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	Iteration 246Q: 3 clusters Score -2638358 nChanged 7
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Mstep: Class 1 contains 18349 members 
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Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -2638365 nChanged 6
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Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -2638359 nChanged 10
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Mstep: Class 1 contains 18365 members 
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Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -2638364 nChanged 8
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Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -2638363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2638364.500000 Penalty: 4937.909668
	Iteration 251Q: 3 clusters Score -2638364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2638366.750000 Penalty: 4937.909668
	Iteration 252Q: 3 clusters Score -2638367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2638369.250000 Penalty: 4937.909668
	Iteration 253Q: 3 clusters Score -2638369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2638365.000000 Penalty: 4937.909668
	Iteration 254Q: 3 clusters Score -2638365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2638369.000000 Penalty: 4937.909668
	Iteration 255Q: 3 clusters Score -2638369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2638365.250000 Penalty: 4937.909668
	Iteration 256Q: 3 clusters Score -2638365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2638369.750000 Penalty: 4937.909668
	Iteration 257Q: 3 clusters Score -2638370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2638374.250000 Penalty: 4937.909668
	Iteration 258Q: 3 clusters Score -2638374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2638381.250000 Penalty: 4937.909668
	Iteration 259Q: 3 clusters Score -2638381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2638390.250000 Penalty: 4937.909668
	Iteration 260F: 3 clusters Score -2638390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2638392.500000 Penalty: 4937.909668
	Iteration 261Q: 3 clusters Score -2638392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2638389.000000 Penalty: 4937.909668
	Iteration 262Q: 3 clusters Score -2638389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2638391.000000 Penalty: 4937.909668
	Iteration 263Q: 3 clusters Score -2638391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2638391.250000 Penalty: 4937.909668
	Iteration 264Q: 3 clusters Score -2638391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2638395.250000 Penalty: 4937.909668
	Iteration 265Q: 3 clusters Score -2638395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2638399.750000 Penalty: 4937.909668
	Iteration 266Q: 3 clusters Score -2638400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2638401.750000 Penalty: 4937.909668
	Iteration 267Q: 3 clusters Score -2638402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2638400.750000 Penalty: 4937.909668
	Iteration 268Q: 3 clusters Score -2638401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2638406.000000 Penalty: 4937.909668
	Iteration 269Q: 3 clusters Score -2638406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2638404.750000 Penalty: 4937.909668
	Iteration 270Q: 3 clusters Score -2638405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2638405.000000 Penalty: 4937.909668
	Iteration 271Q: 3 clusters Score -2638405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2638404.000000 Penalty: 4937.909668
	Iteration 272Q: 3 clusters Score -2638404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2638405.750000 Penalty: 4937.909668
	Iteration 273Q: 3 clusters Score -2638406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2638405.500000 Penalty: 4937.909668
	Iteration 274Q: 3 clusters Score -2638406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2638408.750000 Penalty: 4937.909668
	Iteration 275Q: 3 clusters Score -2638409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2638408.750000 Penalty: 4937.909668
	Iteration 276Q: 3 clusters Score -2638409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2638412.750000 Penalty: 4937.909668
	Iteration 277Q: 3 clusters Score -2638413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2638420.500000 Penalty: 4937.909668
	Iteration 278Q: 3 clusters Score -2638420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2638419.500000 Penalty: 4937.909668
	Iteration 279Q: 3 clusters Score -2638420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2638418.750000 Penalty: 4937.909668
	Iteration 280F: 3 clusters Score -2638419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2638423.500000 Penalty: 4937.909668
	Iteration 281Q: 3 clusters Score -2638424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2638422.000000 Penalty: 4937.909668
	Iteration 282Q: 3 clusters Score -2638422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2638425.000000 Penalty: 4937.909668
	Iteration 283Q: 3 clusters Score -2638425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2638427.250000 Penalty: 4937.909668
	Iteration 284Q: 3 clusters Score -2638427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2638432.750000 Penalty: 4937.909668
	Iteration 285Q: 3 clusters Score -2638433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2638427.250000 Penalty: 4937.909668
	Iteration 286Q: 3 clusters Score -2638427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2638433.250000 Penalty: 4937.909668
	Iteration 287Q: 3 clusters Score -2638433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2638433.000000 Penalty: 4937.909668
	Iteration 288Q: 3 clusters Score -2638433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2638429.250000 Penalty: 4937.909668
	Iteration 289Q: 3 clusters Score -2638429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2638430.750000 Penalty: 4937.909668
	Iteration 290Q: 3 clusters Score -2638431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2638432.750000 Penalty: 4937.909668
	Iteration 291Q: 3 clusters Score -2638433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2638435.250000 Penalty: 4937.909668
	Iteration 292Q: 3 clusters Score -2638435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2638439.000000 Penalty: 4937.909668
	Iteration 293Q: 3 clusters Score -2638439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2638436.500000 Penalty: 4937.909668
	Iteration 294Q: 3 clusters Score -2638436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2638441.500000 Penalty: 4937.909668
	Iteration 295Q: 3 clusters Score -2638442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2638440.500000 Penalty: 4937.909668
	Iteration 296Q: 3 clusters Score -2638440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2638449.750000 Penalty: 4937.909668
	Iteration 297Q: 3 clusters Score -2638450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2638453.750000 Penalty: 4937.909668
	Iteration 298Q: 3 clusters Score -2638454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2638452.000000 Penalty: 4937.909668
	Iteration 299Q: 3 clusters Score -2638452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2638453.000000 Penalty: 4937.909668
	Iteration 300F: 3 clusters Score -2638453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2638447.750000 Penalty: 4937.909668
	Iteration 301Q: 3 clusters Score -2638448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2638449.000000 Penalty: 4937.909668
	Iteration 302Q: 3 clusters Score -2638449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2638450.000000 Penalty: 4937.909668
	Iteration 303Q: 3 clusters Score -2638450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2638450.000000 Penalty: 4937.909668
	Iteration 304F: 3 clusters Score -2638450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Entering Unmasked Estep 
Score: -876254.187500 Penalty: 2210.426758
	Iteration 0F: 2 clusters Score -876254.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -870371.375000 Penalty: 4420.853516
	Iteration 0F: 3 clusters Score -870371.4 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -872851.437500 Penalty: 4420.853516
	Iteration 1F: 3 clusters Score -872851.4 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -874502.312500 Penalty: 4420.853516
	Iteration 2F: 3 clusters Score -874502.3 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -875798.375000 Penalty: 4420.853516
	Iteration 3F: 3 clusters Score -875798.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -876462.812500 Penalty: 4420.853516
	Iteration 4F: 3 clusters Score -876462.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -876716.062500 Penalty: 4420.853516
	Iteration 5Q: 3 clusters Score -876716.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -876834.000000 Penalty: 4420.853516
	Iteration 6Q: 3 clusters Score -876834 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -876886.437500 Penalty: 4420.853516
	Iteration 7Q: 3 clusters Score -876886.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -876928.812500 Penalty: 4420.853516
	Iteration 8Q: 3 clusters Score -876928.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -876960.500000 Penalty: 4420.853516
	Iteration 9Q: 3 clusters Score -876960.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -876983.187500 Penalty: 4420.853516
	Iteration 10Q: 3 clusters Score -876983.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -877001.500000 Penalty: 4420.853516
	Iteration 11Q: 3 clusters Score -877001.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -877014.812500 Penalty: 4420.853516
	Iteration 12Q: 3 clusters Score -877014.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -877024.687500 Penalty: 4420.853516
	Iteration 13Q: 3 clusters Score -877024.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -877029.125000 Penalty: 4420.853516
	Iteration 14Q: 3 clusters Score -877029.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -877038.625000 Penalty: 4420.853516
	Iteration 15Q: 3 clusters Score -877038.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -877046.875000 Penalty: 4420.853516
	Iteration 16Q: 3 clusters Score -877046.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -877051.625000 Penalty: 4420.853516
	Iteration 17Q: 3 clusters Score -877051.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -877062.500000 Penalty: 4420.853516
	Iteration 18Q: 3 clusters Score -877062.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -877071.625000 Penalty: 4420.853516
	Iteration 19Q: 3 clusters Score -877071.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -877085.625000 Penalty: 4420.853516
	Iteration 20F: 3 clusters Score -877085.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -877104.812500 Penalty: 4420.853516
	Iteration 21Q: 3 clusters Score -877104.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -877127.625000 Penalty: 4420.853516
	Iteration 22Q: 3 clusters Score -877127.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -877148.625000 Penalty: 4420.853516
	Iteration 23Q: 3 clusters Score -877148.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -877177.375000 Penalty: 4420.853516
	Iteration 24Q: 3 clusters Score -877177.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -877207.500000 Penalty: 4420.853516
	Iteration 25Q: 3 clusters Score -877207.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -877245.687500 Penalty: 4420.853516
	Iteration 26Q: 3 clusters Score -877245.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -877283.000000 Penalty: 4420.853516
	Iteration 27Q: 3 clusters Score -877283 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -877336.500000 Penalty: 4420.853516
	Iteration 28Q: 3 clusters Score -877336.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -877417.687500 Penalty: 4420.853516
	Iteration 29Q: 3 clusters Score -877417.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -877528.375000 Penalty: 4420.853516
	Iteration 30Q: 3 clusters Score -877528.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -877676.750000 Penalty: 4420.853516
	Iteration 31Q: 3 clusters Score -877676.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -877805.000000 Penalty: 4420.853516
	Iteration 32Q: 3 clusters Score -877805 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -877866.250000 Penalty: 4420.853516
	Iteration 33Q: 3 clusters Score -877866.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -877888.250000 Penalty: 4420.853516
	Iteration 34Q: 3 clusters Score -877888.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -877906.750000 Penalty: 4420.853516
	Iteration 35Q: 3 clusters Score -877906.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -877916.750000 Penalty: 4420.853516
	Iteration 36Q: 3 clusters Score -877916.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -877922.000000 Penalty: 4420.853516
	Iteration 37Q: 3 clusters Score -877922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -877925.125000 Penalty: 4420.853516
	Iteration 38Q: 3 clusters Score -877925.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -877924.687500 Penalty: 4420.853516
	Iteration 39Q: 3 clusters Score -877924.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -877927.687500 Penalty: 4420.853516
	Iteration 40F: 3 clusters Score -877927.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 310719 members 
Mstep: Class 2 contains 69071 members 
Mstep: Class 3 contains 14398 members 
Mstep: Class 4 contains 241996 members 
Mstep: Class 5 contains 24279 members 
Mstep: Class 6 contains 23847 members 
Mstep: Class 7 contains 6405 members 
Mstep: Class 8 contains 78563 members 
Mstep: Class 9 contains 28720 members 
Mstep: Class 10 contains 102918 members 
Mstep: Class 11 contains 21067 members 
Mstep: Class 12 contains 4719 members 
Mstep: Class 13 contains 21466 members 
Mstep: Class 14 contains 22037 members 
Mstep: Class 15 contains 82903 members 
Mstep: Class 16 contains 1081 members 
Mstep: Class 17 contains 5433 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 14631 members 
Mstep: Class 20 contains 21880 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 2709 members 
Mstep: Class 23 contains 171144 members 
Entering Unmasked Estep 
Score: -154529456.000000 Penalty: 80185.554688
Splitting cluster 12 changes total score from -154520544.000000 to -154529456.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 13 (21466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Entering Unmasked Estep 
Score: -2640560.750000 Penalty: 2473.608154
	Iteration 0F: 2 clusters Score -2640561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2625613.000000 Penalty: 4947.216309
	Iteration 0F: 3 clusters Score -2625613 nChanged 9469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2630699.250000 Penalty: 4947.216309
	Iteration 1F: 3 clusters Score -2630699 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2631110.250000 Penalty: 4947.216309
	Iteration 2F: 3 clusters Score -2631110 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2631517.000000 Penalty: 4947.216309
	Iteration 3Q: 3 clusters Score -2631517 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2632005.750000 Penalty: 4947.216309
	Iteration 4Q: 3 clusters Score -2632006 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2632644.250000 Penalty: 4947.216309
	Iteration 5F: 3 clusters Score -2632644 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2633465.250000 Penalty: 4947.216309
	Iteration 6F: 3 clusters Score -2633465 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2634563.750000 Penalty: 4947.216309
	Iteration 7F: 3 clusters Score -2634564 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2635741.750000 Penalty: 4947.216309
	Iteration 8F: 3 clusters Score -2635742 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2636777.500000 Penalty: 4947.216309
	Iteration 9F: 3 clusters Score -2636778 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2637482.000000 Penalty: 4947.216309
	Iteration 10Q: 3 clusters Score -2637482 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2637889.750000 Penalty: 4947.216309
	Iteration 11Q: 3 clusters Score -2637890 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2638082.000000 Penalty: 4947.216309
	Iteration 12Q: 3 clusters Score -2638082 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2638202.250000 Penalty: 4947.216309
	Iteration 13Q: 3 clusters Score -2638202 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2638278.250000 Penalty: 4947.216309
	Iteration 14Q: 3 clusters Score -2638278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2638322.000000 Penalty: 4947.216309
	Iteration 15Q: 3 clusters Score -2638322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2638349.500000 Penalty: 4947.216309
	Iteration 16Q: 3 clusters Score -2638350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2638361.000000 Penalty: 4947.216309
	Iteration 17Q: 3 clusters Score -2638361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2638368.000000 Penalty: 4947.216309
	Iteration 18Q: 3 clusters Score -2638368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2638371.500000 Penalty: 4947.216309
	Iteration 19Q: 3 clusters Score -2638372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2638374.000000 Penalty: 4947.216309
	Iteration 20F: 3 clusters Score -2638374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2638378.500000 Penalty: 4947.216309
	Iteration 21Q: 3 clusters Score -2638378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2638377.750000 Penalty: 4947.216309
	Iteration 22Q: 3 clusters Score -2638378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2638382.500000 Penalty: 4947.216309
	Iteration 23Q: 3 clusters Score -2638382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2638385.750000 Penalty: 4947.216309
	Iteration 24Q: 3 clusters Score -2638386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2638385.250000 Penalty: 4947.216309
	Iteration 25Q: 3 clusters Score -2638385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2638385.250000 Penalty: 4947.216309
	Iteration 26F: 3 clusters Score -2638385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Entering Unmasked Estep 
Score: -2644922.250000 Penalty: 2480.118408
	Iteration 0F: 2 clusters Score -2644922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2629608.750000 Penalty: 4960.236816
	Iteration 0F: 3 clusters Score -2629609 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2634854.500000 Penalty: 4960.236816
	Iteration 1F: 3 clusters Score -2634854 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2635365.250000 Penalty: 4960.236816
	Iteration 2F: 3 clusters Score -2635365 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2635902.500000 Penalty: 4960.236816
	Iteration 3Q: 3 clusters Score -2635902 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2636565.750000 Penalty: 4960.236816
	Iteration 4F: 3 clusters Score -2636566 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2637427.000000 Penalty: 4960.236816
	Iteration 5F: 3 clusters Score -2637427 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2638329.500000 Penalty: 4960.236816
	Iteration 6F: 3 clusters Score -2638330 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2639077.500000 Penalty: 4960.236816
	Iteration 7F: 3 clusters Score -2639078 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2639643.000000 Penalty: 4960.236816
	Iteration 8F: 3 clusters Score -2639643 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2640045.500000 Penalty: 4960.236816
	Iteration 9Q: 3 clusters Score -2640046 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2640307.750000 Penalty: 4960.236816
	Iteration 10Q: 3 clusters Score -2640308 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2640481.500000 Penalty: 4960.236816
	Iteration 11Q: 3 clusters Score -2640482 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2640575.500000 Penalty: 4960.236816
	Iteration 12Q: 3 clusters Score -2640576 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2640667.500000 Penalty: 4960.236816
	Iteration 13Q: 3 clusters Score -2640668 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2640711.000000 Penalty: 4960.236816
	Iteration 14Q: 3 clusters Score -2640711 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2640740.250000 Penalty: 4960.236816
	Iteration 15Q: 3 clusters Score -2640740 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2640765.750000 Penalty: 4960.236816
	Iteration 16Q: 3 clusters Score -2640766 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2640776.500000 Penalty: 4960.236816
	Iteration 17Q: 3 clusters Score -2640776 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2640796.750000 Penalty: 4960.236816
	Iteration 18Q: 3 clusters Score -2640797 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2640810.750000 Penalty: 4960.236816
	Iteration 19Q: 3 clusters Score -2640811 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2640812.250000 Penalty: 4960.236816
	Iteration 20F: 3 clusters Score -2640812 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2640825.500000 Penalty: 4960.236816
	Iteration 21Q: 3 clusters Score -2640826 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2640838.250000 Penalty: 4960.236816
	Iteration 22Q: 3 clusters Score -2640838 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2640843.000000 Penalty: 4960.236816
	Iteration 23Q: 3 clusters Score -2640843 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2640837.750000 Penalty: 4960.236816
	Iteration 24Q: 3 clusters Score -2640838 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2640853.000000 Penalty: 4960.236816
	Iteration 25Q: 3 clusters Score -2640853 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2640862.750000 Penalty: 4960.236816
	Iteration 26Q: 3 clusters Score -2640863 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2640864.250000 Penalty: 4960.236816
	Iteration 27Q: 3 clusters Score -2640864 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2640880.000000 Penalty: 4960.236816
	Iteration 28Q: 3 clusters Score -2640880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2640884.250000 Penalty: 4960.236816
	Iteration 29Q: 3 clusters Score -2640884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2640888.000000 Penalty: 4960.236816
	Iteration 30Q: 3 clusters Score -2640888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2640886.250000 Penalty: 4960.236816
	Iteration 31Q: 3 clusters Score -2640886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2640895.750000 Penalty: 4960.236816
	Iteration 32Q: 3 clusters Score -2640896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2640901.500000 Penalty: 4960.236816
	Iteration 33Q: 3 clusters Score -2640902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2640888.000000 Penalty: 4960.236816
	Iteration 34Q: 3 clusters Score -2640888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2640894.250000 Penalty: 4960.236816
	Iteration 35Q: 3 clusters Score -2640894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2640896.000000 Penalty: 4960.236816
	Iteration 36Q: 3 clusters Score -2640896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2640896.750000 Penalty: 4960.236816
	Iteration 37Q: 3 clusters Score -2640897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2640896.500000 Penalty: 4960.236816
	Iteration 38Q: 3 clusters Score -2640896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2640900.500000 Penalty: 4960.236816
	Iteration 39Q: 3 clusters Score -2640900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -2640898.750000 Penalty: 4960.236816
	Iteration 40F: 3 clusters Score -2640899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2640900.750000 Penalty: 4960.236816
	Iteration 41Q: 3 clusters Score -2640901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2640896.500000 Penalty: 4960.236816
	Iteration 42Q: 3 clusters Score -2640896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2640900.750000 Penalty: 4960.236816
	Iteration 43Q: 3 clusters Score -2640901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2640906.000000 Penalty: 4960.236816
	Iteration 44Q: 3 clusters Score -2640906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2640913.250000 Penalty: 4960.236816
	Iteration 45Q: 3 clusters Score -2640913 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2640925.500000 Penalty: 4960.236816
	Iteration 46Q: 3 clusters Score -2640926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2640927.000000 Penalty: 4960.236816
	Iteration 47Q: 3 clusters Score -2640927 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2640932.250000 Penalty: 4960.236816
	Iteration 48Q: 3 clusters Score -2640932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2640933.500000 Penalty: 4960.236816
	Iteration 49Q: 3 clusters Score -2640934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2640947.500000 Penalty: 4960.236816
	Iteration 50Q: 3 clusters Score -2640948 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2640950.500000 Penalty: 4960.236816
	Iteration 51Q: 3 clusters Score -2640950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2640952.000000 Penalty: 4960.236816
	Iteration 52Q: 3 clusters Score -2640952 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2640959.000000 Penalty: 4960.236816
	Iteration 53Q: 3 clusters Score -2640959 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2640961.000000 Penalty: 4960.236816
	Iteration 54Q: 3 clusters Score -2640961 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2640973.000000 Penalty: 4960.236816
	Iteration 55Q: 3 clusters Score -2640973 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2640989.500000 Penalty: 4960.236816
	Iteration 56Q: 3 clusters Score -2640990 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2641006.250000 Penalty: 4960.236816
	Iteration 57Q: 3 clusters Score -2641006 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2641034.500000 Penalty: 4960.236816
	Iteration 58Q: 3 clusters Score -2641034 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2641039.750000 Penalty: 4960.236816
	Iteration 59Q: 3 clusters Score -2641040 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2641071.250000 Penalty: 4960.236816
	Iteration 60F: 3 clusters Score -2641071 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2641093.000000 Penalty: 4960.236816
	Iteration 61Q: 3 clusters Score -2641093 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2641141.250000 Penalty: 4960.236816
	Iteration 62Q: 3 clusters Score -2641141 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2641177.500000 Penalty: 4960.236816
	Iteration 63Q: 3 clusters Score -2641178 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2641219.000000 Penalty: 4960.236816
	Iteration 64Q: 3 clusters Score -2641219 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2641277.250000 Penalty: 4960.236816
	Iteration 65Q: 3 clusters Score -2641277 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2641365.250000 Penalty: 4960.236816
	Iteration 66Q: 3 clusters Score -2641365 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2641472.000000 Penalty: 4960.236816
	Iteration 67Q: 3 clusters Score -2641472 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2641609.000000 Penalty: 4960.236816
	Iteration 68Q: 3 clusters Score -2641609 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2641736.500000 Penalty: 4960.236816
	Iteration 69Q: 3 clusters Score -2641736 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2641877.500000 Penalty: 4960.236816
	Iteration 70Q: 3 clusters Score -2641878 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2642054.750000 Penalty: 4960.236816
	Iteration 71Q: 3 clusters Score -2642055 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2642251.000000 Penalty: 4960.236816
	Iteration 72Q: 3 clusters Score -2642251 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2642446.000000 Penalty: 4960.236816
	Iteration 73Q: 3 clusters Score -2642446 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2642655.750000 Penalty: 4960.236816
	Iteration 74Q: 3 clusters Score -2642656 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2642885.500000 Penalty: 4960.236816
	Iteration 75Q: 3 clusters Score -2642886 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2643080.000000 Penalty: 4960.236816
	Iteration 76Q: 3 clusters Score -2643080 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2643264.750000 Penalty: 4960.236816
	Iteration 77Q: 3 clusters Score -2643265 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -2643383.750000 Penalty: 4960.236816
	Iteration 78Q: 3 clusters Score -2643384 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2643483.750000 Penalty: 4960.236816
	Iteration 79Q: 3 clusters Score -2643484 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -2643554.000000 Penalty: 4960.236816
	Iteration 80F: 3 clusters Score -2643554 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2643608.750000 Penalty: 4960.236816
	Iteration 81Q: 3 clusters Score -2643609 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2643640.500000 Penalty: 4960.236816
	Iteration 82Q: 3 clusters Score -2643640 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2643669.500000 Penalty: 4960.236816
	Iteration 83Q: 3 clusters Score -2643670 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2643691.500000 Penalty: 4960.236816
	Iteration 84Q: 3 clusters Score -2643692 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2643721.500000 Penalty: 4960.236816
	Iteration 85Q: 3 clusters Score -2643722 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -2643743.250000 Penalty: 4960.236816
	Iteration 86Q: 3 clusters Score -2643743 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2643755.250000 Penalty: 4960.236816
	Iteration 87Q: 3 clusters Score -2643755 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2643768.250000 Penalty: 4960.236816
	Iteration 88Q: 3 clusters Score -2643768 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2643780.750000 Penalty: 4960.236816
	Iteration 89Q: 3 clusters Score -2643781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2643787.500000 Penalty: 4960.236816
	Iteration 90Q: 3 clusters Score -2643788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2643797.000000 Penalty: 4960.236816
	Iteration 91Q: 3 clusters Score -2643797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2643798.000000 Penalty: 4960.236816
	Iteration 92Q: 3 clusters Score -2643798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2643810.750000 Penalty: 4960.236816
	Iteration 93Q: 3 clusters Score -2643811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2643819.000000 Penalty: 4960.236816
	Iteration 94Q: 3 clusters Score -2643819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2643819.750000 Penalty: 4960.236816
	Iteration 95Q: 3 clusters Score -2643820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -2643822.000000 Penalty: 4960.236816
	Iteration 96Q: 3 clusters Score -2643822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2643821.250000 Penalty: 4960.236816
	Iteration 97Q: 3 clusters Score -2643821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2643823.500000 Penalty: 4960.236816
	Iteration 98Q: 3 clusters Score -2643824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2643822.250000 Penalty: 4960.236816
	Iteration 99Q: 3 clusters Score -2643822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -2643823.250000 Penalty: 4960.236816
	Iteration 100F: 3 clusters Score -2643823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2643825.000000 Penalty: 4960.236816
	Iteration 101Q: 3 clusters Score -2643825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2643826.500000 Penalty: 4960.236816
	Iteration 102Q: 3 clusters Score -2643826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2643826.250000 Penalty: 4960.236816
	Iteration 103Q: 3 clusters Score -2643826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2643828.500000 Penalty: 4960.236816
	Iteration 104Q: 3 clusters Score -2643828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2643829.750000 Penalty: 4960.236816
	Iteration 105Q: 3 clusters Score -2643830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2643826.000000 Penalty: 4960.236816
	Iteration 106Q: 3 clusters Score -2643826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2643826.000000 Penalty: 4960.236816
	Iteration 107F: 3 clusters Score -2643826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (82903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82903 members 
Entering Unmasked Estep 
Score: -10410263.000000 Penalty: 2808.705566
	Iteration 0F: 2 clusters Score -1.041026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -10354470.000000 Penalty: 5617.411133
	Iteration 0F: 3 clusters Score -1.035447e+07 nChanged 39156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -10377595.000000 Penalty: 5617.411133
	Iteration 1F: 3 clusters Score -1.03776e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -10379357.000000 Penalty: 5617.411133
	Iteration 2F: 3 clusters Score -1.037936e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -10382102.000000 Penalty: 5617.411133
	Iteration 3F: 3 clusters Score -1.03821e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55484 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -10386536.000000 Penalty: 5617.411133
	Iteration 4F: 3 clusters Score -1.038654e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -10392526.000000 Penalty: 5617.411133
	Iteration 5F: 3 clusters Score -1.039253e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66078 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -10398674.000000 Penalty: 5617.411133
	Iteration 6F: 3 clusters Score -1.039867e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70222 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -10402951.000000 Penalty: 5617.411133
	Iteration 7F: 3 clusters Score -1.040295e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73010 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -10405591.000000 Penalty: 5617.411133
	Iteration 8Q: 3 clusters Score -1.040559e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -10407095.000000 Penalty: 5617.411133
	Iteration 9Q: 3 clusters Score -1.04071e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -10407823.000000 Penalty: 5617.411133
	Iteration 10Q: 3 clusters Score -1.040782e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76854 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -10408341.000000 Penalty: 5617.411133
	Iteration 11Q: 3 clusters Score -1.040834e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77517 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -10408716.000000 Penalty: 5617.411133
	Iteration 12Q: 3 clusters Score -1.040872e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78012 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -10408991.000000 Penalty: 5617.411133
	Iteration 13Q: 3 clusters Score -1.040899e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78435 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -10409220.000000 Penalty: 5617.411133
	Iteration 14Q: 3 clusters Score -1.040922e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78720 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -10409365.000000 Penalty: 5617.411133
	Iteration 15Q: 3 clusters Score -1.040936e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78910 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -10409426.000000 Penalty: 5617.411133
	Iteration 16Q: 3 clusters Score -1.040943e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79068 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -10409485.000000 Penalty: 5617.411133
	Iteration 17Q: 3 clusters Score -1.040948e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79192 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -10409536.000000 Penalty: 5617.411133
	Iteration 18Q: 3 clusters Score -1.040954e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79293 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -10409589.000000 Penalty: 5617.411133
	Iteration 19Q: 3 clusters Score -1.040959e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79373 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -10409640.000000 Penalty: 5617.411133
	Iteration 20F: 3 clusters Score -1.040964e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79442 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -10409661.000000 Penalty: 5617.411133
	Iteration 21Q: 3 clusters Score -1.040966e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79499 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -10409672.000000 Penalty: 5617.411133
	Iteration 22Q: 3 clusters Score -1.040967e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79548 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -10409670.000000 Penalty: 5617.411133
	Iteration 23Q: 3 clusters Score -1.040967e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79579 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -10409680.000000 Penalty: 5617.411133
	Iteration 24Q: 3 clusters Score -1.040968e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79598 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -10409694.000000 Penalty: 5617.411133
	Iteration 25Q: 3 clusters Score -1.040969e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79614 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -10409694.000000 Penalty: 5617.411133
	Iteration 26Q: 3 clusters Score -1.040969e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79627 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -10409697.000000 Penalty: 5617.411133
	Iteration 27Q: 3 clusters Score -1.04097e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79629 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -10409704.000000 Penalty: 5617.411133
	Iteration 28Q: 3 clusters Score -1.04097e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79628 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -10409722.000000 Penalty: 5617.411133
	Iteration 29Q: 3 clusters Score -1.040972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79631 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -10409722.000000 Penalty: 5617.411133
	Iteration 30Q: 3 clusters Score -1.040972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79632 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -10409726.000000 Penalty: 5617.411133
	Iteration 31Q: 3 clusters Score -1.040973e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79636 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -10409715.000000 Penalty: 5617.411133
	Iteration 32Q: 3 clusters Score -1.040972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79635 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -10409712.000000 Penalty: 5617.411133
	Iteration 33Q: 3 clusters Score -1.040971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79638 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -10409701.000000 Penalty: 5617.411133
	Iteration 34Q: 3 clusters Score -1.04097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79643 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -10409698.000000 Penalty: 5617.411133
	Iteration 35Q: 3 clusters Score -1.04097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79650 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -10409700.000000 Penalty: 5617.411133
	Iteration 36Q: 3 clusters Score -1.04097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79656 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -10409706.000000 Penalty: 5617.411133
	Iteration 37Q: 3 clusters Score -1.040971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79659 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -10409698.000000 Penalty: 5617.411133
	Iteration 38Q: 3 clusters Score -1.04097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -10409699.000000 Penalty: 5617.411133
	Iteration 39Q: 3 clusters Score -1.04097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79662 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -10409698.000000 Penalty: 5617.411133
	Iteration 40F: 3 clusters Score -1.04097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79664 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -10409701.000000 Penalty: 5617.411133
	Iteration 41Q: 3 clusters Score -1.04097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79664 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -10409705.000000 Penalty: 5617.411133
	Iteration 42Q: 3 clusters Score -1.04097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79664 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -10409715.000000 Penalty: 5617.411133
	Iteration 43Q: 3 clusters Score -1.040972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79667 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -10409704.000000 Penalty: 5617.411133
	Iteration 44Q: 3 clusters Score -1.04097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79667 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -10409704.000000 Penalty: 5617.411133
	Iteration 45F: 3 clusters Score -1.04097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Entering Unmasked Estep 
Score: -1726531.125000 Penalty: 2378.542480
	Iteration 0F: 2 clusters Score -1726531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1716089.750000 Penalty: 4757.084961
	Iteration 0F: 3 clusters Score -1716090 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1719562.250000 Penalty: 4757.084961
	Iteration 1F: 3 clusters Score -1719562 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1720059.000000 Penalty: 4757.084961
	Iteration 2F: 3 clusters Score -1720059 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1720453.750000 Penalty: 4757.084961
	Iteration 3F: 3 clusters Score -1720454 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1720854.000000 Penalty: 4757.084961
	Iteration 4Q: 3 clusters Score -1720854 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1721335.500000 Penalty: 4757.084961
	Iteration 5F: 3 clusters Score -1721336 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1721869.750000 Penalty: 4757.084961
	Iteration 6F: 3 clusters Score -1721870 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1722478.750000 Penalty: 4757.084961
	Iteration 7F: 3 clusters Score -1722479 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1723099.125000 Penalty: 4757.084961
	Iteration 8F: 3 clusters Score -1723099 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1723643.375000 Penalty: 4757.084961
	Iteration 9F: 3 clusters Score -1723643 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1724011.250000 Penalty: 4757.084961
	Iteration 10Q: 3 clusters Score -1724011 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1724240.250000 Penalty: 4757.084961
	Iteration 11Q: 3 clusters Score -1724240 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1724392.000000 Penalty: 4757.084961
	Iteration 12Q: 3 clusters Score -1724392 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1724496.000000 Penalty: 4757.084961
	Iteration 13Q: 3 clusters Score -1724496 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1724595.500000 Penalty: 4757.084961
	Iteration 14Q: 3 clusters Score -1724596 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1724685.375000 Penalty: 4757.084961
	Iteration 15Q: 3 clusters Score -1724685 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1724748.125000 Penalty: 4757.084961
	Iteration 16Q: 3 clusters Score -1724748 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1724795.625000 Penalty: 4757.084961
	Iteration 17Q: 3 clusters Score -1724796 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1724824.875000 Penalty: 4757.084961
	Iteration 18Q: 3 clusters Score -1724825 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1724860.500000 Penalty: 4757.084961
	Iteration 19Q: 3 clusters Score -1724860 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1724880.875000 Penalty: 4757.084961
	Iteration 20F: 3 clusters Score -1724881 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1724908.625000 Penalty: 4757.084961
	Iteration 21Q: 3 clusters Score -1724909 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1724924.625000 Penalty: 4757.084961
	Iteration 22Q: 3 clusters Score -1724925 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1724946.000000 Penalty: 4757.084961
	Iteration 23Q: 3 clusters Score -1724946 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1724961.375000 Penalty: 4757.084961
	Iteration 24Q: 3 clusters Score -1724961 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1724976.500000 Penalty: 4757.084961
	Iteration 25Q: 3 clusters Score -1724976 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1724990.375000 Penalty: 4757.084961
	Iteration 26Q: 3 clusters Score -1724990 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1725004.250000 Penalty: 4757.084961
	Iteration 27Q: 3 clusters Score -1725004 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1725017.125000 Penalty: 4757.084961
	Iteration 28Q: 3 clusters Score -1725017 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1725031.500000 Penalty: 4757.084961
	Iteration 29Q: 3 clusters Score -1725032 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1725039.875000 Penalty: 4757.084961
	Iteration 30Q: 3 clusters Score -1725040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1725047.250000 Penalty: 4757.084961
	Iteration 31Q: 3 clusters Score -1725047 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1725055.750000 Penalty: 4757.084961
	Iteration 32Q: 3 clusters Score -1725056 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1725069.750000 Penalty: 4757.084961
	Iteration 33Q: 3 clusters Score -1725070 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1725084.000000 Penalty: 4757.084961
	Iteration 34Q: 3 clusters Score -1725084 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1725094.125000 Penalty: 4757.084961
	Iteration 35Q: 3 clusters Score -1725094 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1725111.875000 Penalty: 4757.084961
	Iteration 36Q: 3 clusters Score -1725112 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1725121.000000 Penalty: 4757.084961
	Iteration 37Q: 3 clusters Score -1725121 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1725141.000000 Penalty: 4757.084961
	Iteration 38Q: 3 clusters Score -1725141 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1725142.000000 Penalty: 4757.084961
	Iteration 39Q: 3 clusters Score -1725142 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1725156.000000 Penalty: 4757.084961
	Iteration 40F: 3 clusters Score -1725156 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1725166.250000 Penalty: 4757.084961
	Iteration 41Q: 3 clusters Score -1725166 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1725180.375000 Penalty: 4757.084961
	Iteration 42Q: 3 clusters Score -1725180 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1725193.750000 Penalty: 4757.084961
	Iteration 43Q: 3 clusters Score -1725194 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1725206.750000 Penalty: 4757.084961
	Iteration 44Q: 3 clusters Score -1725207 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1725212.625000 Penalty: 4757.084961
	Iteration 45Q: 3 clusters Score -1725213 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1725226.625000 Penalty: 4757.084961
	Iteration 46Q: 3 clusters Score -1725227 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1725235.250000 Penalty: 4757.084961
	Iteration 47Q: 3 clusters Score -1725235 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1725244.250000 Penalty: 4757.084961
	Iteration 48Q: 3 clusters Score -1725244 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1725252.750000 Penalty: 4757.084961
	Iteration 49Q: 3 clusters Score -1725253 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1725265.750000 Penalty: 4757.084961
	Iteration 50Q: 3 clusters Score -1725266 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1725279.625000 Penalty: 4757.084961
	Iteration 51Q: 3 clusters Score -1725280 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1725287.250000 Penalty: 4757.084961
	Iteration 52Q: 3 clusters Score -1725287 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1725300.625000 Penalty: 4757.084961
	Iteration 53Q: 3 clusters Score -1725301 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1725301.625000 Penalty: 4757.084961
	Iteration 54Q: 3 clusters Score -1725302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1725311.250000 Penalty: 4757.084961
	Iteration 55Q: 3 clusters Score -1725311 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1725315.875000 Penalty: 4757.084961
	Iteration 56Q: 3 clusters Score -1725316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1725322.750000 Penalty: 4757.084961
	Iteration 57Q: 3 clusters Score -1725323 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1725332.750000 Penalty: 4757.084961
	Iteration 58Q: 3 clusters Score -1725333 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1725333.875000 Penalty: 4757.084961
	Iteration 59Q: 3 clusters Score -1725334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1725346.250000 Penalty: 4757.084961
	Iteration 60F: 3 clusters Score -1725346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1725354.875000 Penalty: 4757.084961
	Iteration 61Q: 3 clusters Score -1725355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1725356.375000 Penalty: 4757.084961
	Iteration 62Q: 3 clusters Score -1725356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1725357.625000 Penalty: 4757.084961
	Iteration 63Q: 3 clusters Score -1725358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1725364.875000 Penalty: 4757.084961
	Iteration 64Q: 3 clusters Score -1725365 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1725368.125000 Penalty: 4757.084961
	Iteration 65Q: 3 clusters Score -1725368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1725370.750000 Penalty: 4757.084961
	Iteration 66Q: 3 clusters Score -1725371 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1725378.750000 Penalty: 4757.084961
	Iteration 67Q: 3 clusters Score -1725379 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1725384.875000 Penalty: 4757.084961
	Iteration 68Q: 3 clusters Score -1725385 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1725391.750000 Penalty: 4757.084961
	Iteration 69Q: 3 clusters Score -1725392 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1725396.375000 Penalty: 4757.084961
	Iteration 70Q: 3 clusters Score -1725396 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1725406.875000 Penalty: 4757.084961
	Iteration 71Q: 3 clusters Score -1725407 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1725421.000000 Penalty: 4757.084961
	Iteration 72Q: 3 clusters Score -1725421 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1725435.250000 Penalty: 4757.084961
	Iteration 73Q: 3 clusters Score -1725435 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1725458.875000 Penalty: 4757.084961
	Iteration 74Q: 3 clusters Score -1725459 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1725488.000000 Penalty: 4757.084961
	Iteration 75Q: 3 clusters Score -1725488 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1725516.125000 Penalty: 4757.084961
	Iteration 76Q: 3 clusters Score -1725516 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1725555.375000 Penalty: 4757.084961
	Iteration 77Q: 3 clusters Score -1725555 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1725607.500000 Penalty: 4757.084961
	Iteration 78Q: 3 clusters Score -1725608 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1725674.125000 Penalty: 4757.084961
	Iteration 79Q: 3 clusters Score -1725674 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1725752.500000 Penalty: 4757.084961
	Iteration 80F: 3 clusters Score -1725752 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1725846.375000 Penalty: 4757.084961
	Iteration 81Q: 3 clusters Score -1725846 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1725951.750000 Penalty: 4757.084961
	Iteration 82Q: 3 clusters Score -1725952 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1726064.750000 Penalty: 4757.084961
	Iteration 83Q: 3 clusters Score -1726065 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1726192.750000 Penalty: 4757.084961
	Iteration 84Q: 3 clusters Score -1726193 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1726321.250000 Penalty: 4757.084961
	Iteration 85Q: 3 clusters Score -1726321 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1726421.250000 Penalty: 4757.084961
	Iteration 86Q: 3 clusters Score -1726421 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1726491.000000 Penalty: 4757.084961
	Iteration 87Q: 3 clusters Score -1726491 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1726556.000000 Penalty: 4757.084961
	Iteration 88Q: 3 clusters Score -1726556 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1726595.750000 Penalty: 4757.084961
	Iteration 89Q: 3 clusters Score -1726596 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1726631.500000 Penalty: 4757.084961
	Iteration 90Q: 3 clusters Score -1726632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1726644.500000 Penalty: 4757.084961
	Iteration 91Q: 3 clusters Score -1726644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1726660.125000 Penalty: 4757.084961
	Iteration 92Q: 3 clusters Score -1726660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1726663.375000 Penalty: 4757.084961
	Iteration 93Q: 3 clusters Score -1726663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1726667.375000 Penalty: 4757.084961
	Iteration 94Q: 3 clusters Score -1726667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1726667.375000 Penalty: 4757.084961
	Iteration 95Q: 3 clusters Score -1726667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1726668.375000 Penalty: 4757.084961
	Iteration 96Q: 3 clusters Score -1726668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1726672.125000 Penalty: 4757.084961
	Iteration 97Q: 3 clusters Score -1726672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1726677.625000 Penalty: 4757.084961
	Iteration 98Q: 3 clusters Score -1726678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1726679.125000 Penalty: 4757.084961
	Iteration 99Q: 3 clusters Score -1726679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1726691.875000 Penalty: 4757.084961
	Iteration 100F: 3 clusters Score -1726692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1726697.250000 Penalty: 4757.084961
	Iteration 101Q: 3 clusters Score -1726697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1726699.875000 Penalty: 4757.084961
	Iteration 102Q: 3 clusters Score -1726700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1726703.500000 Penalty: 4757.084961
	Iteration 103Q: 3 clusters Score -1726704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1726703.875000 Penalty: 4757.084961
	Iteration 104Q: 3 clusters Score -1726704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1726703.625000 Penalty: 4757.084961
	Iteration 105Q: 3 clusters Score -1726704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1726706.625000 Penalty: 4757.084961
	Iteration 106Q: 3 clusters Score -1726707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1726706.375000 Penalty: 4757.084961
	Iteration 107Q: 3 clusters Score -1726706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1726706.375000 Penalty: 4757.084961
	Iteration 108F: 3 clusters Score -1726706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 310719 members 
Mstep: Class 2 contains 69071 members 
Mstep: Class 3 contains 14398 members 
Mstep: Class 4 contains 241996 members 
Mstep: Class 5 contains 24279 members 
Mstep: Class 6 contains 23847 members 
Mstep: Class 7 contains 6405 members 
Mstep: Class 8 contains 78563 members 
Mstep: Class 9 contains 28720 members 
Mstep: Class 10 contains 102918 members 
Mstep: Class 11 contains 21067 members 
Mstep: Class 12 contains 4719 members 
Mstep: Class 13 contains 21466 members 
Mstep: Class 14 contains 22037 members 
Mstep: Class 15 contains 82903 members 
Mstep: Class 16 contains 1081 members 
Mstep: Class 17 contains 5433 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 1247 members 
Mstep: Class 20 contains 21880 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 2709 members 
Mstep: Class 23 contains 171144 members 
Mstep: Class 24 contains 13384 members 
Entering Unmasked Estep 
Score: -154528992.000000 Penalty: 83671.882812
Splitting cluster 19 changes total score from -154520544.000000 to -154528992.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 20 (21880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Entering Unmasked Estep 
Score: -2569211.750000 Penalty: 2478.345459
	Iteration 0F: 2 clusters Score -2569212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2553886.500000 Penalty: 4956.690918
	Iteration 0F: 3 clusters Score -2553886 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2559678.000000 Penalty: 4956.690918
	Iteration 1F: 3 clusters Score -2559678 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2560859.250000 Penalty: 4956.690918
	Iteration 2F: 3 clusters Score -2560859 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2562133.750000 Penalty: 4956.690918
	Iteration 3F: 3 clusters Score -2562134 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2563399.750000 Penalty: 4956.690918
	Iteration 4F: 3 clusters Score -2563400 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2564476.500000 Penalty: 4956.690918
	Iteration 5F: 3 clusters Score -2564476 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2565394.000000 Penalty: 4956.690918
	Iteration 6F: 3 clusters Score -2565394 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2566160.250000 Penalty: 4956.690918
	Iteration 7Q: 3 clusters Score -2566160 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2566820.500000 Penalty: 4956.690918
	Iteration 8Q: 3 clusters Score -2566820 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2567246.750000 Penalty: 4956.690918
	Iteration 9Q: 3 clusters Score -2567247 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2567518.750000 Penalty: 4956.690918
	Iteration 10Q: 3 clusters Score -2567519 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2567676.000000 Penalty: 4956.690918
	Iteration 11Q: 3 clusters Score -2567676 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2567794.750000 Penalty: 4956.690918
	Iteration 12Q: 3 clusters Score -2567795 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2567851.500000 Penalty: 4956.690918
	Iteration 13Q: 3 clusters Score -2567852 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2567897.750000 Penalty: 4956.690918
	Iteration 14Q: 3 clusters Score -2567898 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2567930.000000 Penalty: 4956.690918
	Iteration 15Q: 3 clusters Score -2567930 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2567963.000000 Penalty: 4956.690918
	Iteration 16Q: 3 clusters Score -2567963 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2567990.500000 Penalty: 4956.690918
	Iteration 17Q: 3 clusters Score -2567990 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2568023.750000 Penalty: 4956.690918
	Iteration 18Q: 3 clusters Score -2568024 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2568039.250000 Penalty: 4956.690918
	Iteration 19Q: 3 clusters Score -2568039 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2568059.000000 Penalty: 4956.690918
	Iteration 20F: 3 clusters Score -2568059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2568068.750000 Penalty: 4956.690918
	Iteration 21Q: 3 clusters Score -2568069 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2568085.000000 Penalty: 4956.690918
	Iteration 22Q: 3 clusters Score -2568085 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2568109.000000 Penalty: 4956.690918
	Iteration 23Q: 3 clusters Score -2568109 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2568117.500000 Penalty: 4956.690918
	Iteration 24Q: 3 clusters Score -2568118 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2568129.000000 Penalty: 4956.690918
	Iteration 25Q: 3 clusters Score -2568129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2568137.500000 Penalty: 4956.690918
	Iteration 26Q: 3 clusters Score -2568138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2568144.500000 Penalty: 4956.690918
	Iteration 27Q: 3 clusters Score -2568144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2568141.000000 Penalty: 4956.690918
	Iteration 28Q: 3 clusters Score -2568141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2568145.500000 Penalty: 4956.690918
	Iteration 29Q: 3 clusters Score -2568146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2568149.000000 Penalty: 4956.690918
	Iteration 30Q: 3 clusters Score -2568149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2568149.250000 Penalty: 4956.690918
	Iteration 31Q: 3 clusters Score -2568149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2568151.250000 Penalty: 4956.690918
	Iteration 32Q: 3 clusters Score -2568151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2568153.000000 Penalty: 4956.690918
	Iteration 33Q: 3 clusters Score -2568153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2568154.500000 Penalty: 4956.690918
	Iteration 34Q: 3 clusters Score -2568154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2568160.250000 Penalty: 4956.690918
	Iteration 35Q: 3 clusters Score -2568160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2568159.750000 Penalty: 4956.690918
	Iteration 36Q: 3 clusters Score -2568160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2568159.750000 Penalty: 4956.690918
	Iteration 37F: 3 clusters Score -2568160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Entering Unmasked Estep 
Score: -330149.187500 Penalty: 1999.013916
	Iteration 0F: 2 clusters Score -330149.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -327173.656250 Penalty: 3998.027832
	Iteration 0F: 3 clusters Score -327173.7 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -330518.250000 Penalty: 3998.027832
	Iteration 1F: 3 clusters Score -330518.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -332986.906250 Penalty: 3998.027832
	Iteration 2F: 3 clusters Score -332986.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -334909.593750 Penalty: 3998.027832
	Iteration 3F: 3 clusters Score -334909.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -336716.093750 Penalty: 3998.027832
	Iteration 4F: 3 clusters Score -336716.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -337671.093750 Penalty: 3998.027832
	Iteration 5Q: 3 clusters Score -337671.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -337738.562500 Penalty: 3998.027832
	Iteration 6Q: 3 clusters Score -337738.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -337742.687500 Penalty: 3998.027832
	Iteration 7Q: 3 clusters Score -337742.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -337743.500000 Penalty: 3998.027832
	Iteration 8Q: 3 clusters Score -337743.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -337743.843750 Penalty: 3998.027832
	Iteration 9Q: 3 clusters Score -337743.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -337744.593750 Penalty: 3998.027832
	Iteration 10Q: 3 clusters Score -337744.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -337744.593750 Penalty: 3998.027832
	Iteration 11F: 3 clusters Score -337744.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 310719 members 
Mstep: Class 2 contains 69071 members 
Mstep: Class 3 contains 14398 members 
Mstep: Class 4 contains 241996 members 
Mstep: Class 5 contains 24279 members 
Mstep: Class 6 contains 23847 members 
Mstep: Class 7 contains 6405 members 
Mstep: Class 8 contains 78563 members 
Mstep: Class 9 contains 28720 members 
Mstep: Class 10 contains 102918 members 
Mstep: Class 11 contains 21067 members 
Mstep: Class 12 contains 4719 members 
Mstep: Class 13 contains 21466 members 
Mstep: Class 14 contains 22037 members 
Mstep: Class 15 contains 82903 members 
Mstep: Class 16 contains 1081 members 
Mstep: Class 17 contains 5433 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 1247 members 
Mstep: Class 20 contains 21880 members 
Mstep: Class 21 contains 1930 members 
Mstep: Class 22 contains 2709 members 
Mstep: Class 23 contains 171144 members 
Mstep: Class 24 contains 13384 members 
Mstep: Class 25 contains 1237 members 
Entering Unmasked Estep 
Score: -154535024.000000 Penalty: 87158.210938
Splitting cluster 21 changes total score from -154520544.000000 to -154535024.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 23 (171144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171144 members 
Entering Unmasked Estep 
Score: -21414496.000000 Penalty: 2988.464600
	Iteration 0F: 2 clusters Score -2.14145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85226 members 
Mstep: Class 2 contains 85918 members 
Entering Unmasked Estep 
Score: -21300820.000000 Penalty: 5976.929199
	Iteration 0F: 3 clusters Score -2.130082e+07 nChanged 82057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77527 members 
Mstep: Class 2 contains 93617 members 
Entering Unmasked Estep 
Score: -21350046.000000 Penalty: 5976.929199
	Iteration 1F: 3 clusters Score -2.135005e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72521 members 
Mstep: Class 2 contains 98623 members 
Entering Unmasked Estep 
Score: -21353156.000000 Penalty: 5976.929199
	Iteration 2Q: 3 clusters Score -2.135316e+07 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65065 members 
Mstep: Class 2 contains 106079 members 
Entering Unmasked Estep 
Score: -21358160.000000 Penalty: 5976.929199
	Iteration 3F: 3 clusters Score -2.135816e+07 nChanged 12097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54696 members 
Mstep: Class 2 contains 116448 members 
Entering Unmasked Estep 
Score: -21366130.000000 Penalty: 5976.929199
	Iteration 4F: 3 clusters Score -2.136613e+07 nChanged 14063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 129307 members 
Entering Unmasked Estep 
Score: -21377418.000000 Penalty: 5976.929199
	Iteration 5F: 3 clusters Score -2.137742e+07 nChanged 13926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 142607 members 
Entering Unmasked Estep 
Score: -21390150.000000 Penalty: 5976.929199
	Iteration 6F: 3 clusters Score -2.139015e+07 nChanged 11095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 153384 members 
Entering Unmasked Estep 
Score: -21400938.000000 Penalty: 5976.929199
	Iteration 7F: 3 clusters Score -2.140094e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 160198 members 
Entering Unmasked Estep 
Score: -21407594.000000 Penalty: 5976.929199
	Iteration 8Q: 3 clusters Score -2.140759e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 163733 members 
Entering Unmasked Estep 
Score: -21410942.000000 Penalty: 5976.929199
	Iteration 9Q: 3 clusters Score -2.141094e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 165376 members 
Entering Unmasked Estep 
Score: -21412540.000000 Penalty: 5976.929199
	Iteration 10Q: 3 clusters Score -2.141254e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 166131 members 
Entering Unmasked Estep 
Score: -21413568.000000 Penalty: 5976.929199
	Iteration 11Q: 3 clusters Score -2.141357e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 166535 members 
Entering Unmasked Estep 
Score: -21414126.000000 Penalty: 5976.929199
	Iteration 12Q: 3 clusters Score -2.141413e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 166745 members 
Entering Unmasked Estep 
Score: -21414424.000000 Penalty: 5976.929199
	Iteration 13Q: 3 clusters Score -2.141442e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 166822 members 
Entering Unmasked Estep 
Score: -21414456.000000 Penalty: 5976.929199
	Iteration 14Q: 3 clusters Score -2.141446e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 166871 members 
Entering Unmasked Estep 
Score: -21414568.000000 Penalty: 5976.929199
	Iteration 15Q: 3 clusters Score -2.141457e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 166878 members 
Entering Unmasked Estep 
Score: -21414672.000000 Penalty: 5976.929199
	Iteration 16Q: 3 clusters Score -2.141467e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 166887 members 
Entering Unmasked Estep 
Score: -21414652.000000 Penalty: 5976.929199
	Iteration 17Q: 3 clusters Score -2.141465e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 166876 members 
Entering Unmasked Estep 
Score: -21414682.000000 Penalty: 5976.929199
	Iteration 18Q: 3 clusters Score -2.141468e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 166867 members 
Entering Unmasked Estep 
Score: -21414674.000000 Penalty: 5976.929199
	Iteration 19Q: 3 clusters Score -2.141467e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 166862 members 
Entering Unmasked Estep 
Score: -21414688.000000 Penalty: 5976.929199
	Iteration 20F: 3 clusters Score -2.141469e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 166857 members 
Entering Unmasked Estep 
Score: -21414684.000000 Penalty: 5976.929199
	Iteration 21Q: 3 clusters Score -2.141468e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 166861 members 
Entering Unmasked Estep 
Score: -21414740.000000 Penalty: 5976.929199
	Iteration 22Q: 3 clusters Score -2.141474e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 166871 members 
Entering Unmasked Estep 
Score: -21414716.000000 Penalty: 5976.929199
	Iteration 23Q: 3 clusters Score -2.141472e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 166878 members 
Entering Unmasked Estep 
Score: -21414738.000000 Penalty: 5976.929199
	Iteration 24Q: 3 clusters Score -2.141474e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 166878 members 
Entering Unmasked Estep 
Score: -21414708.000000 Penalty: 5976.929199
	Iteration 25Q: 3 clusters Score -2.141471e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 166866 members 
Entering Unmasked Estep 
Score: -21414710.000000 Penalty: 5976.929199
	Iteration 26Q: 3 clusters Score -2.141471e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 166858 members 
Entering Unmasked Estep 
Score: -21414688.000000 Penalty: 5976.929199
	Iteration 27Q: 3 clusters Score -2.141469e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 166854 members 
Entering Unmasked Estep 
Score: -21414702.000000 Penalty: 5976.929199
	Iteration 28Q: 3 clusters Score -2.14147e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 166851 members 
Entering Unmasked Estep 
Score: -21414714.000000 Penalty: 5976.929199
	Iteration 29Q: 3 clusters Score -2.141471e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 166853 members 
Entering Unmasked Estep 
Score: -21414722.000000 Penalty: 5976.929199
	Iteration 30Q: 3 clusters Score -2.141472e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 166858 members 
Entering Unmasked Estep 
Score: -21414704.000000 Penalty: 5976.929199
	Iteration 31Q: 3 clusters Score -2.14147e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 166855 members 
Entering Unmasked Estep 
Score: -21414708.000000 Penalty: 5976.929199
	Iteration 32Q: 3 clusters Score -2.141471e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 166857 members 
Entering Unmasked Estep 
Score: -21414718.000000 Penalty: 5976.929199
	Iteration 33Q: 3 clusters Score -2.141472e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 166856 members 
Entering Unmasked Estep 
Score: -21414708.000000 Penalty: 5976.929199
	Iteration 34Q: 3 clusters Score -2.141471e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 166854 members 
Entering Unmasked Estep 
Score: -21414712.000000 Penalty: 5976.929199
	Iteration 35Q: 3 clusters Score -2.141471e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 166849 members 
Entering Unmasked Estep 
Score: -21414732.000000 Penalty: 5976.929199
	Iteration 36Q: 3 clusters Score -2.141473e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 166842 members 
Entering Unmasked Estep 
Score: -21414740.000000 Penalty: 5976.929199
	Iteration 37Q: 3 clusters Score -2.141474e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 166841 members 
Entering Unmasked Estep 
Score: -21414738.000000 Penalty: 5976.929199
	Iteration 38Q: 3 clusters Score -2.141474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 166844 members 
Entering Unmasked Estep 
Score: -21414748.000000 Penalty: 5976.929199
	Iteration 39Q: 3 clusters Score -2.141475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 166843 members 
Entering Unmasked Estep 
Score: -21414744.000000 Penalty: 5976.929199
	Iteration 40F: 3 clusters Score -2.141474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 166843 members 
Entering Unmasked Estep 
Score: -21414742.000000 Penalty: 5976.929199
	Iteration 41Q: 3 clusters Score -2.141474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 166838 members 
Entering Unmasked Estep 
Score: -21414736.000000 Penalty: 5976.929199
	Iteration 42Q: 3 clusters Score -2.141474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 166833 members 
Entering Unmasked Estep 
Score: -21414736.000000 Penalty: 5976.929199
	Iteration 43Q: 3 clusters Score -2.141474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 166828 members 
Entering Unmasked Estep 
Score: -21414744.000000 Penalty: 5976.929199
	Iteration 44Q: 3 clusters Score -2.141474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 166829 members 
Entering Unmasked Estep 
Score: -21414736.000000 Penalty: 5976.929199
	Iteration 45Q: 3 clusters Score -2.141474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 166829 members 
Entering Unmasked Estep 
Score: -21414736.000000 Penalty: 5976.929199
	Iteration 46F: 3 clusters Score -2.141474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 310719 members 
Mstep: Class 2 contains 69071 members 
Mstep: Class 3 contains 14398 members 
Mstep: Class 4 contains 241996 members 
Mstep: Class 5 contains 24279 members 
Mstep: Class 6 contains 23847 members 
Mstep: Class 7 contains 6405 members 
Mstep: Class 8 contains 78563 members 
Mstep: Class 9 contains 28720 members 
Mstep: Class 10 contains 102918 members 
Mstep: Class 11 contains 21067 members 
Mstep: Class 12 contains 4719 members 
Mstep: Class 13 contains 21466 members 
Mstep: Class 14 contains 22037 members 
Mstep: Class 15 contains 82903 members 
Mstep: Class 16 contains 1081 members 
Mstep: Class 17 contains 5433 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 1247 members 
Mstep: Class 20 contains 21880 members 
Mstep: Class 21 contains 1930 members 
Mstep: Class 22 contains 2709 members 
Mstep: Class 23 contains 4315 members 
Mstep: Class 24 contains 13384 members 
Mstep: Class 25 contains 1237 members 
Mstep: Class 26 contains 166829 members 
Entering Unmasked Estep 
Score: -154535312.000000 Penalty: 90644.539062
Splitting cluster 23 changes total score from -154520544.000000 to -154535312.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 310719 members 
Mstep: Class 2 contains 69071 members 
Mstep: Class 3 contains 14398 members 
Mstep: Class 4 contains 241996 members 
Mstep: Class 5 contains 24279 members 
Mstep: Class 6 contains 23847 members 
Mstep: Class 7 contains 6405 members 
Mstep: Class 8 contains 78563 members 
Mstep: Class 9 contains 28720 members 
Mstep: Class 10 contains 102918 members 
Mstep: Class 11 contains 21067 members 
Mstep: Class 12 contains 4719 members 
Mstep: Class 13 contains 21466 members 
Mstep: Class 14 contains 22037 members 
Mstep: Class 15 contains 82903 members 
Mstep: Class 19 contains 1247 members 
Mstep: Class 20 contains 21880 members 
Mstep: Class 21 contains 1930 members 
Mstep: Class 23 contains 4315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2388.229492 but Gain 3486.328125
Score: -154543056.000000 Penalty: 87158.210938
Iteration 39Q: 26 clusters Score -1.545431e+08 nChanged 21881
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 311673 members 
Mstep: Class 2 contains 68792 members 
Mstep: Class 3 contains 14460 members 
Mstep: Class 4 contains 243887 members 
Mstep: Class 5 contains 23782 members 
Mstep: Class 6 contains 23815 members 
Mstep: Class 7 contains 6819 members 
Mstep: Class 8 contains 79769 members 
Mstep: Class 9 contains 28479 members 
Mstep: Class 10 contains 101704 members 
Mstep: Class 11 contains 21142 members 
Mstep: Class 12 contains 4756 members 
Mstep: Class 13 contains 21654 members 
Mstep: Class 14 contains 21840 members 
Mstep: Class 15 contains 84439 members 
Mstep: Class 16 contains 1042 members 
Mstep: Class 17 contains 5292 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 21847 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 3605 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 13139 members 
Mstep: Class 25 contains 1106 members 
Mstep: Class 26 contains 163044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551728.000000 Penalty: 87158.210938
Iteration 40F: 26 clusters Score -1.545517e+08 nChanged 21617
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 309743 members 
Mstep: Class 2 contains 68280 members 
Mstep: Class 3 contains 14479 members 
Mstep: Class 4 contains 245482 members 
Mstep: Class 5 contains 23296 members 
Mstep: Class 6 contains 23634 members 
Mstep: Class 7 contains 7039 members 
Mstep: Class 8 contains 80672 members 
Mstep: Class 9 contains 28380 members 
Mstep: Class 10 contains 99893 members 
Mstep: Class 11 contains 21174 members 
Mstep: Class 12 contains 4708 members 
Mstep: Class 13 contains 21672 members 
Mstep: Class 14 contains 21716 members 
Mstep: Class 15 contains 85511 members 
Mstep: Class 16 contains 1022 members 
Mstep: Class 17 contains 6449 members 
Mstep: Class 19 contains 1803 members 
Mstep: Class 20 contains 21658 members 
Mstep: Class 21 contains 1928 members 
Mstep: Class 22 contains 3764 members 
Mstep: Class 23 contains 4766 members 
Mstep: Class 24 contains 13130 members 
Mstep: Class 25 contains 1052 members 
Mstep: Class 26 contains 162866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154557984.000000 Penalty: 87158.210938
Iteration 41Q: 26 clusters Score -1.54558e+08 nChanged 17912
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 308903 members 
Mstep: Class 2 contains 67779 members 
Mstep: Class 3 contains 14509 members 
Mstep: Class 4 contains 246188 members 
Mstep: Class 5 contains 22808 members 
Mstep: Class 6 contains 23427 members 
Mstep: Class 7 contains 7188 members 
Mstep: Class 8 contains 81748 members 
Mstep: Class 9 contains 28444 members 
Mstep: Class 10 contains 98197 members 
Mstep: Class 11 contains 21189 members 
Mstep: Class 12 contains 4606 members 
Mstep: Class 13 contains 21706 members 
Mstep: Class 14 contains 21642 members 
Mstep: Class 15 contains 86555 members 
Mstep: Class 16 contains 1007 members 
Mstep: Class 17 contains 7486 members 
Mstep: Class 19 contains 2025 members 
Mstep: Class 20 contains 21515 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 3816 members 
Mstep: Class 23 contains 4997 members 
Mstep: Class 24 contains 13091 members 
Mstep: Class 25 contains 1028 members 
Mstep: Class 26 contains 162330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154562352.000000 Penalty: 87158.210938
Iteration 42Q: 26 clusters Score -1.545624e+08 nChanged 16097
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 308545 members 
Mstep: Class 2 contains 67338 members 
Mstep: Class 3 contains 14559 members 
Mstep: Class 4 contains 246634 members 
Mstep: Class 5 contains 22308 members 
Mstep: Class 6 contains 23270 members 
Mstep: Class 7 contains 7287 members 
Mstep: Class 8 contains 82873 members 
Mstep: Class 9 contains 28543 members 
Mstep: Class 10 contains 96599 members 
Mstep: Class 11 contains 21207 members 
Mstep: Class 12 contains 4525 members 
Mstep: Class 13 contains 21736 members 
Mstep: Class 14 contains 21601 members 
Mstep: Class 15 contains 87445 members 
Mstep: Class 16 contains 1008 members 
Mstep: Class 17 contains 8432 members 
Mstep: Class 19 contains 2161 members 
Mstep: Class 20 contains 21374 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 3838 members 
Mstep: Class 23 contains 5244 members 
Mstep: Class 24 contains 13042 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 161595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154565008.000000 Penalty: 87158.210938
Iteration 43Q: 26 clusters Score -1.54565e+08 nChanged 15039
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 308406 members 
Mstep: Class 2 contains 66922 members 
Mstep: Class 3 contains 14637 members 
Mstep: Class 4 contains 246835 members 
Mstep: Class 5 contains 21819 members 
Mstep: Class 6 contains 23134 members 
Mstep: Class 7 contains 7368 members 
Mstep: Class 8 contains 84046 members 
Mstep: Class 9 contains 28671 members 
Mstep: Class 10 contains 95072 members 
Mstep: Class 11 contains 21194 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 21754 members 
Mstep: Class 14 contains 21585 members 
Mstep: Class 15 contains 88346 members 
Mstep: Class 16 contains 1008 members 
Mstep: Class 17 contains 9274 members 
Mstep: Class 19 contains 2238 members 
Mstep: Class 20 contains 21241 members 
Mstep: Class 21 contains 1936 members 
Mstep: Class 22 contains 3844 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 12988 members 
Mstep: Class 25 contains 1010 members 
Mstep: Class 26 contains 160824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154567328.000000 Penalty: 87158.210938
Iteration 44Q: 26 clusters Score -1.545673e+08 nChanged 13919
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 308117 members 
Mstep: Class 2 contains 66506 members 
Mstep: Class 3 contains 14718 members 
Mstep: Class 4 contains 247086 members 
Mstep: Class 5 contains 21388 members 
Mstep: Class 6 contains 23031 members 
Mstep: Class 7 contains 7441 members 
Mstep: Class 8 contains 85225 members 
Mstep: Class 9 contains 28810 members 
Mstep: Class 10 contains 93683 members 
Mstep: Class 11 contains 21167 members 
Mstep: Class 12 contains 4406 members 
Mstep: Class 13 contains 21763 members 
Mstep: Class 14 contains 21577 members 
Mstep: Class 15 contains 89305 members 
Mstep: Class 16 contains 1010 members 
Mstep: Class 17 contains 10005 members 
Mstep: Class 19 contains 2288 members 
Mstep: Class 20 contains 21083 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 3855 members 
Mstep: Class 23 contains 5742 members 
Mstep: Class 24 contains 12941 members 
Mstep: Class 25 contains 1007 members 
Mstep: Class 26 contains 160026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154569744.000000 Penalty: 87158.210938
Iteration 45Q: 26 clusters Score -1.545697e+08 nChanged 12977
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 308109 members 
Mstep: Class 2 contains 66134 members 
Mstep: Class 3 contains 14792 members 
Mstep: Class 4 contains 247349 members 
Mstep: Class 5 contains 20942 members 
Mstep: Class 6 contains 22965 members 
Mstep: Class 7 contains 7505 members 
Mstep: Class 8 contains 86295 members 
Mstep: Class 9 contains 28956 members 
Mstep: Class 10 contains 92412 members 
Mstep: Class 11 contains 21135 members 
Mstep: Class 12 contains 4355 members 
Mstep: Class 13 contains 21742 members 
Mstep: Class 14 contains 21592 members 
Mstep: Class 15 contains 90219 members 
Mstep: Class 16 contains 1010 members 
Mstep: Class 17 contains 10613 members 
Mstep: Class 19 contains 2327 members 
Mstep: Class 20 contains 20955 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 3863 members 
Mstep: Class 23 contains 6004 members 
Mstep: Class 24 contains 12860 members 
Mstep: Class 25 contains 1005 members 
Mstep: Class 26 contains 159041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154572496.000000 Penalty: 87158.210938
Iteration 46Q: 26 clusters Score -1.545725e+08 nChanged 12030
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 308076 members 
Mstep: Class 2 contains 65723 members 
Mstep: Class 3 contains 14872 members 
Mstep: Class 4 contains 247651 members 
Mstep: Class 5 contains 20540 members 
Mstep: Class 6 contains 22950 members 
Mstep: Class 7 contains 7568 members 
Mstep: Class 8 contains 87423 members 
Mstep: Class 9 contains 29055 members 
Mstep: Class 10 contains 91307 members 
Mstep: Class 11 contains 21091 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 21725 members 
Mstep: Class 14 contains 21617 members 
Mstep: Class 15 contains 91039 members 
Mstep: Class 16 contains 1012 members 
Mstep: Class 17 contains 11094 members 
Mstep: Class 19 contains 2337 members 
Mstep: Class 20 contains 20843 members 
Mstep: Class 21 contains 1936 members 
Mstep: Class 22 contains 3876 members 
Mstep: Class 23 contains 6228 members 
Mstep: Class 24 contains 12749 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 158084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574240.000000 Penalty: 87158.210938
Iteration 47Q: 26 clusters Score -1.545742e+08 nChanged 11332
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 307934 members 
Mstep: Class 2 contains 65320 members 
Mstep: Class 3 contains 14941 members 
Mstep: Class 4 contains 248010 members 
Mstep: Class 5 contains 20184 members 
Mstep: Class 6 contains 22945 members 
Mstep: Class 7 contains 7622 members 
Mstep: Class 8 contains 88530 members 
Mstep: Class 9 contains 29190 members 
Mstep: Class 10 contains 90331 members 
Mstep: Class 11 contains 21061 members 
Mstep: Class 12 contains 4285 members 
Mstep: Class 13 contains 21708 members 
Mstep: Class 14 contains 21628 members 
Mstep: Class 15 contains 91877 members 
Mstep: Class 16 contains 1014 members 
Mstep: Class 17 contains 11461 members 
Mstep: Class 19 contains 2343 members 
Mstep: Class 20 contains 20711 members 
Mstep: Class 21 contains 1936 members 
Mstep: Class 22 contains 3882 members 
Mstep: Class 23 contains 6448 members 
Mstep: Class 24 contains 12616 members 
Mstep: Class 25 contains 1000 members 
Mstep: Class 26 contains 157140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154575040.000000 Penalty: 87158.210938
Iteration 48Q: 26 clusters Score -1.54575e+08 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 307951 members 
Mstep: Class 2 contains 64913 members 
Mstep: Class 3 contains 15012 members 
Mstep: Class 4 contains 248375 members 
Mstep: Class 5 contains 19861 members 
Mstep: Class 6 contains 22956 members 
Mstep: Class 7 contains 7665 members 
Mstep: Class 8 contains 89563 members 
Mstep: Class 9 contains 29291 members 
Mstep: Class 10 contains 89271 members 
Mstep: Class 11 contains 21060 members 
Mstep: Class 12 contains 4269 members 
Mstep: Class 13 contains 21687 members 
Mstep: Class 14 contains 21647 members 
Mstep: Class 15 contains 92678 members 
Mstep: Class 16 contains 1014 members 
Mstep: Class 17 contains 11779 members 
Mstep: Class 19 contains 2362 members 
Mstep: Class 20 contains 20615 members 
Mstep: Class 21 contains 1936 members 
Mstep: Class 22 contains 3884 members 
Mstep: Class 23 contains 6679 members 
Mstep: Class 24 contains 12477 members 
Mstep: Class 25 contains 999 members 
Mstep: Class 26 contains 156173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154575776.000000 Penalty: 87158.210938
Iteration 49Q: 26 clusters Score -1.545758e+08 nChanged 10332
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 307830 members 
Mstep: Class 2 contains 64507 members 
Mstep: Class 3 contains 15071 members 
Mstep: Class 4 contains 248811 members 
Mstep: Class 5 contains 19573 members 
Mstep: Class 6 contains 22960 members 
Mstep: Class 7 contains 7698 members 
Mstep: Class 8 contains 90611 members 
Mstep: Class 9 contains 29392 members 
Mstep: Class 10 contains 88275 members 
Mstep: Class 11 contains 21059 members 
Mstep: Class 12 contains 4258 members 
Mstep: Class 13 contains 21667 members 
Mstep: Class 14 contains 21657 members 
Mstep: Class 15 contains 93453 members 
Mstep: Class 16 contains 1022 members 
Mstep: Class 17 contains 12046 members 
Mstep: Class 19 contains 2362 members 
Mstep: Class 20 contains 20547 members 
Mstep: Class 21 contains 1936 members 
Mstep: Class 22 contains 3887 members 
Mstep: Class 23 contains 6924 members 
Mstep: Class 24 contains 12348 members 
Mstep: Class 25 contains 998 members 
Mstep: Class 26 contains 155225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576320.000000 Penalty: 87158.210938
Iteration 50Q: 26 clusters Score -1.545763e+08 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 307772 members 
Mstep: Class 2 contains 64157 members 
Mstep: Class 3 contains 15131 members 
Mstep: Class 4 contains 249140 members 
Mstep: Class 5 contains 19229 members 
Mstep: Class 6 contains 22985 members 
Mstep: Class 7 contains 7740 members 
Mstep: Class 8 contains 91618 members 
Mstep: Class 9 contains 29467 members 
Mstep: Class 10 contains 87368 members 
Mstep: Class 11 contains 21065 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 21646 members 
Mstep: Class 14 contains 21692 members 
Mstep: Class 15 contains 94183 members 
Mstep: Class 16 contains 1027 members 
Mstep: Class 17 contains 12287 members 
Mstep: Class 19 contains 2369 members 
Mstep: Class 20 contains 20466 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 3891 members 
Mstep: Class 23 contains 7159 members 
Mstep: Class 24 contains 12214 members 
Mstep: Class 25 contains 996 members 
Mstep: Class 26 contains 154326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577536.000000 Penalty: 87158.210938
Iteration 51Q: 26 clusters Score -1.545775e+08 nChanged 9371
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 307687 members 
Mstep: Class 2 contains 63829 members 
Mstep: Class 3 contains 15192 members 
Mstep: Class 4 contains 249446 members 
Mstep: Class 5 contains 18877 members 
Mstep: Class 6 contains 23022 members 
Mstep: Class 7 contains 7778 members 
Mstep: Class 8 contains 92536 members 
Mstep: Class 9 contains 29551 members 
Mstep: Class 10 contains 86573 members 
Mstep: Class 11 contains 21077 members 
Mstep: Class 12 contains 4255 members 
Mstep: Class 13 contains 21640 members 
Mstep: Class 14 contains 21749 members 
Mstep: Class 15 contains 94952 members 
Mstep: Class 16 contains 1030 members 
Mstep: Class 17 contains 12517 members 
Mstep: Class 19 contains 2360 members 
Mstep: Class 20 contains 20372 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 3894 members 
Mstep: Class 23 contains 7364 members 
Mstep: Class 24 contains 12084 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 153402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578416.000000 Penalty: 87158.210938
Iteration 52Q: 26 clusters Score -1.545784e+08 nChanged 8988
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 307430 members 
Mstep: Class 2 contains 63460 members 
Mstep: Class 3 contains 15274 members 
Mstep: Class 4 contains 249893 members 
Mstep: Class 5 contains 18552 members 
Mstep: Class 6 contains 23057 members 
Mstep: Class 7 contains 7812 members 
Mstep: Class 8 contains 93430 members 
Mstep: Class 9 contains 29655 members 
Mstep: Class 10 contains 85833 members 
Mstep: Class 11 contains 21095 members 
Mstep: Class 12 contains 4250 members 
Mstep: Class 13 contains 21629 members 
Mstep: Class 14 contains 21784 members 
Mstep: Class 15 contains 95716 members 
Mstep: Class 16 contains 1031 members 
Mstep: Class 17 contains 12720 members 
Mstep: Class 19 contains 2354 members 
Mstep: Class 20 contains 20290 members 
Mstep: Class 21 contains 1934 members 
Mstep: Class 22 contains 3897 members 
Mstep: Class 23 contains 7539 members 
Mstep: Class 24 contains 11959 members 
Mstep: Class 25 contains 994 members 
Mstep: Class 26 contains 152529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580048.000000 Penalty: 87158.210938
Iteration 53Q: 26 clusters Score -1.5458e+08 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 307236 members 
Mstep: Class 2 contains 63120 members 
Mstep: Class 3 contains 15368 members 
Mstep: Class 4 contains 250394 members 
Mstep: Class 5 contains 18265 members 
Mstep: Class 6 contains 23106 members 
Mstep: Class 7 contains 7843 members 
Mstep: Class 8 contains 94291 members 
Mstep: Class 9 contains 29745 members 
Mstep: Class 10 contains 85175 members 
Mstep: Class 11 contains 21118 members 
Mstep: Class 12 contains 4241 members 
Mstep: Class 13 contains 21600 members 
Mstep: Class 14 contains 21816 members 
Mstep: Class 15 contains 96480 members 
Mstep: Class 16 contains 1035 members 
Mstep: Class 17 contains 12908 members 
Mstep: Class 19 contains 2348 members 
Mstep: Class 20 contains 20204 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 3901 members 
Mstep: Class 23 contains 7718 members 
Mstep: Class 24 contains 11794 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 151483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579904.000000 Penalty: 87158.210938
Iteration 54Q: 26 clusters Score -1.545799e+08 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 307168 members 
Mstep: Class 2 contains 62799 members 
Mstep: Class 3 contains 15454 members 
Mstep: Class 4 contains 250967 members 
Mstep: Class 5 contains 17949 members 
Mstep: Class 6 contains 23124 members 
Mstep: Class 7 contains 7872 members 
Mstep: Class 8 contains 95157 members 
Mstep: Class 9 contains 29844 members 
Mstep: Class 10 contains 84549 members 
Mstep: Class 11 contains 21148 members 
Mstep: Class 12 contains 4236 members 
Mstep: Class 13 contains 21582 members 
Mstep: Class 14 contains 21865 members 
Mstep: Class 15 contains 97184 members 
Mstep: Class 16 contains 1039 members 
Mstep: Class 17 contains 13087 members 
Mstep: Class 19 contains 2340 members 
Mstep: Class 20 contains 20121 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 3903 members 
Mstep: Class 23 contains 7875 members 
Mstep: Class 24 contains 11637 members 
Mstep: Class 25 contains 994 members 
Mstep: Class 26 contains 150290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580752.000000 Penalty: 87158.210938
Iteration 55Q: 26 clusters Score -1.545808e+08 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 307169 members 
Mstep: Class 2 contains 62518 members 
Mstep: Class 3 contains 15550 members 
Mstep: Class 4 contains 251562 members 
Mstep: Class 5 contains 17670 members 
Mstep: Class 6 contains 23136 members 
Mstep: Class 7 contains 7894 members 
Mstep: Class 8 contains 95934 members 
Mstep: Class 9 contains 29949 members 
Mstep: Class 10 contains 83912 members 
Mstep: Class 11 contains 21165 members 
Mstep: Class 12 contains 4226 members 
Mstep: Class 13 contains 21563 members 
Mstep: Class 14 contains 21913 members 
Mstep: Class 15 contains 97902 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 13246 members 
Mstep: Class 19 contains 2345 members 
Mstep: Class 20 contains 20019 members 
Mstep: Class 21 contains 1934 members 
Mstep: Class 22 contains 3904 members 
Mstep: Class 23 contains 8014 members 
Mstep: Class 24 contains 11480 members 
Mstep: Class 25 contains 993 members 
Mstep: Class 26 contains 149078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581488.000000 Penalty: 87158.210938
Iteration 56Q: 26 clusters Score -1.545815e+08 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 307093 members 
Mstep: Class 2 contains 62294 members 
Mstep: Class 3 contains 15626 members 
Mstep: Class 4 contains 252131 members 
Mstep: Class 5 contains 17424 members 
Mstep: Class 6 contains 23150 members 
Mstep: Class 7 contains 7927 members 
Mstep: Class 8 contains 96721 members 
Mstep: Class 9 contains 30032 members 
Mstep: Class 10 contains 83382 members 
Mstep: Class 11 contains 21190 members 
Mstep: Class 12 contains 4211 members 
Mstep: Class 13 contains 21536 members 
Mstep: Class 14 contains 21960 members 
Mstep: Class 15 contains 98600 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 13396 members 
Mstep: Class 19 contains 2369 members 
Mstep: Class 20 contains 19905 members 
Mstep: Class 21 contains 1934 members 
Mstep: Class 22 contains 3905 members 
Mstep: Class 23 contains 8152 members 
Mstep: Class 24 contains 11313 members 
Mstep: Class 25 contains 993 members 
Mstep: Class 26 contains 147832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581920.000000 Penalty: 87158.210938
Iteration 57Q: 26 clusters Score -1.545819e+08 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 306851 members 
Mstep: Class 2 contains 62108 members 
Mstep: Class 3 contains 15718 members 
Mstep: Class 4 contains 252869 members 
Mstep: Class 5 contains 17178 members 
Mstep: Class 6 contains 23156 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 97461 members 
Mstep: Class 9 contains 30134 members 
Mstep: Class 10 contains 82926 members 
Mstep: Class 11 contains 21215 members 
Mstep: Class 12 contains 4200 members 
Mstep: Class 13 contains 21519 members 
Mstep: Class 14 contains 22007 members 
Mstep: Class 15 contains 99275 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 13519 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 19832 members 
Mstep: Class 21 contains 1934 members 
Mstep: Class 22 contains 3905 members 
Mstep: Class 23 contains 8300 members 
Mstep: Class 24 contains 11138 members 
Mstep: Class 25 contains 993 members 
Mstep: Class 26 contains 146491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154582192.000000 Penalty: 87158.210938
Iteration 58Q: 26 clusters Score -1.545822e+08 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 306626 members 
Mstep: Class 2 contains 61930 members 
Mstep: Class 3 contains 15810 members 
Mstep: Class 4 contains 253668 members 
Mstep: Class 5 contains 16910 members 
Mstep: Class 6 contains 23158 members 
Mstep: Class 7 contains 7964 members 
Mstep: Class 8 contains 98134 members 
Mstep: Class 9 contains 30227 members 
Mstep: Class 10 contains 82520 members 
Mstep: Class 11 contains 21248 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 21497 members 
Mstep: Class 14 contains 22056 members 
Mstep: Class 15 contains 99906 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 13622 members 
Mstep: Class 19 contains 2436 members 
Mstep: Class 20 contains 19750 members 
Mstep: Class 21 contains 1934 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 8426 members 
Mstep: Class 24 contains 10980 members 
Mstep: Class 25 contains 993 members 
Mstep: Class 26 contains 145180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154582912.000000 Penalty: 87158.210938
Iteration 59Q: 26 clusters Score -1.545829e+08 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 306401 members 
Mstep: Class 2 contains 61745 members 
Mstep: Class 3 contains 15898 members 
Mstep: Class 4 contains 254679 members 
Mstep: Class 5 contains 16618 members 
Mstep: Class 6 contains 23163 members 
Mstep: Class 7 contains 7980 members 
Mstep: Class 8 contains 98785 members 
Mstep: Class 9 contains 30296 members 
Mstep: Class 10 contains 82108 members 
Mstep: Class 11 contains 21257 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 21483 members 
Mstep: Class 14 contains 22106 members 
Mstep: Class 15 contains 100454 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 13718 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 19680 members 
Mstep: Class 21 contains 1934 members 
Mstep: Class 22 contains 3909 members 
Mstep: Class 23 contains 8561 members 
Mstep: Class 24 contains 10824 members 
Mstep: Class 25 contains 993 members 
Mstep: Class 26 contains 143816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154584224.000000 Penalty: 87158.210938
Iteration 60F: 26 clusters Score -1.545842e+08 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 306089 members 
Mstep: Class 2 contains 61565 members 
Mstep: Class 3 contains 15999 members 
Mstep: Class 4 contains 255886 members 
Mstep: Class 5 contains 16352 members 
Mstep: Class 6 contains 23183 members 
Mstep: Class 7 contains 7996 members 
Mstep: Class 8 contains 99406 members 
Mstep: Class 9 contains 30329 members 
Mstep: Class 10 contains 81697 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 21461 members 
Mstep: Class 14 contains 22167 members 
Mstep: Class 15 contains 100908 members 
Mstep: Class 16 contains 1040 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 19 contains 2535 members 
Mstep: Class 20 contains 19592 members 
Mstep: Class 21 contains 1934 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 8690 members 
Mstep: Class 24 contains 10680 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 142385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154585696.000000 Penalty: 87158.210938
Iteration 61Q: 26 clusters Score -1.545857e+08 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 305650 members 
Mstep: Class 2 contains 61349 members 
Mstep: Class 3 contains 16086 members 
Mstep: Class 4 contains 257363 members 
Mstep: Class 5 contains 16117 members 
Mstep: Class 6 contains 23198 members 
Mstep: Class 7 contains 8007 members 
Mstep: Class 8 contains 99990 members 
Mstep: Class 9 contains 30373 members 
Mstep: Class 10 contains 81278 members 
Mstep: Class 11 contains 21244 members 
Mstep: Class 12 contains 4170 members 
Mstep: Class 13 contains 21450 members 
Mstep: Class 14 contains 22218 members 
Mstep: Class 15 contains 101324 members 
Mstep: Class 16 contains 1039 members 
Mstep: Class 17 contains 14008 members 
Mstep: Class 19 contains 2674 members 
Mstep: Class 20 contains 19497 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 8800 members 
Mstep: Class 24 contains 10531 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 140916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154587312.000000 Penalty: 87158.210938
Iteration 62Q: 26 clusters Score -1.545873e+08 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 305221 members 
Mstep: Class 2 contains 61137 members 
Mstep: Class 3 contains 16150 members 
Mstep: Class 4 contains 259030 members 
Mstep: Class 5 contains 15897 members 
Mstep: Class 6 contains 23197 members 
Mstep: Class 7 contains 8031 members 
Mstep: Class 8 contains 100518 members 
Mstep: Class 9 contains 30411 members 
Mstep: Class 10 contains 80911 members 
Mstep: Class 11 contains 21241 members 
Mstep: Class 12 contains 4162 members 
Mstep: Class 13 contains 21438 members 
Mstep: Class 14 contains 22269 members 
Mstep: Class 15 contains 101682 members 
Mstep: Class 16 contains 1038 members 
Mstep: Class 17 contains 14100 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 19413 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 8892 members 
Mstep: Class 24 contains 10380 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 139364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588448.000000 Penalty: 87158.210938
Iteration 63Q: 26 clusters Score -1.545884e+08 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 304901 members 
Mstep: Class 2 contains 60934 members 
Mstep: Class 3 contains 16203 members 
Mstep: Class 4 contains 260786 members 
Mstep: Class 5 contains 15701 members 
Mstep: Class 6 contains 23203 members 
Mstep: Class 7 contains 8043 members 
Mstep: Class 8 contains 101021 members 
Mstep: Class 9 contains 30451 members 
Mstep: Class 10 contains 80553 members 
Mstep: Class 11 contains 21243 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 21429 members 
Mstep: Class 14 contains 22325 members 
Mstep: Class 15 contains 101965 members 
Mstep: Class 16 contains 1042 members 
Mstep: Class 17 contains 14201 members 
Mstep: Class 19 contains 2907 members 
Mstep: Class 20 contains 19316 members 
Mstep: Class 21 contains 1932 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 8954 members 
Mstep: Class 24 contains 10236 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 137713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589600.000000 Penalty: 87158.210938
Iteration 64Q: 26 clusters Score -1.545896e+08 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 304465 members 
Mstep: Class 2 contains 60713 members 
Mstep: Class 3 contains 16269 members 
Mstep: Class 4 contains 262859 members 
Mstep: Class 5 contains 15519 members 
Mstep: Class 6 contains 23210 members 
Mstep: Class 7 contains 8054 members 
Mstep: Class 8 contains 101509 members 
Mstep: Class 9 contains 30501 members 
Mstep: Class 10 contains 80213 members 
Mstep: Class 11 contains 21247 members 
Mstep: Class 12 contains 4143 members 
Mstep: Class 13 contains 21426 members 
Mstep: Class 14 contains 22380 members 
Mstep: Class 15 contains 102176 members 
Mstep: Class 16 contains 1045 members 
Mstep: Class 17 contains 14271 members 
Mstep: Class 19 contains 2993 members 
Mstep: Class 20 contains 19229 members 
Mstep: Class 21 contains 1932 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 9011 members 
Mstep: Class 24 contains 10097 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 135950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154590896.000000 Penalty: 87158.210938
Iteration 65Q: 26 clusters Score -1.545909e+08 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 304118 members 
Mstep: Class 2 contains 60442 members 
Mstep: Class 3 contains 16323 members 
Mstep: Class 4 contains 265144 members 
Mstep: Class 5 contains 15351 members 
Mstep: Class 6 contains 23223 members 
Mstep: Class 7 contains 8061 members 
Mstep: Class 8 contains 102000 members 
Mstep: Class 9 contains 30550 members 
Mstep: Class 10 contains 79897 members 
Mstep: Class 11 contains 21229 members 
Mstep: Class 12 contains 4139 members 
Mstep: Class 13 contains 21422 members 
Mstep: Class 14 contains 22435 members 
Mstep: Class 15 contains 102253 members 
Mstep: Class 16 contains 1047 members 
Mstep: Class 17 contains 14330 members 
Mstep: Class 19 contains 3051 members 
Mstep: Class 20 contains 19136 members 
Mstep: Class 21 contains 1932 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 9047 members 
Mstep: Class 24 contains 9966 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 134115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154592160.000000 Penalty: 87158.210938
Iteration 66Q: 26 clusters Score -1.545922e+08 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 303689 members 
Mstep: Class 2 contains 60215 members 
Mstep: Class 3 contains 16375 members 
Mstep: Class 4 contains 267487 members 
Mstep: Class 5 contains 15159 members 
Mstep: Class 6 contains 23249 members 
Mstep: Class 7 contains 8070 members 
Mstep: Class 8 contains 102484 members 
Mstep: Class 9 contains 30584 members 
Mstep: Class 10 contains 79623 members 
Mstep: Class 11 contains 21201 members 
Mstep: Class 12 contains 4142 members 
Mstep: Class 13 contains 21428 members 
Mstep: Class 14 contains 22488 members 
Mstep: Class 15 contains 102302 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 14386 members 
Mstep: Class 19 contains 3103 members 
Mstep: Class 20 contains 19053 members 
Mstep: Class 21 contains 1932 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 9066 members 
Mstep: Class 24 contains 9852 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 132273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154592720.000000 Penalty: 87158.210938
Iteration 67Q: 26 clusters Score -1.545927e+08 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 303210 members 
Mstep: Class 2 contains 59936 members 
Mstep: Class 3 contains 16424 members 
Mstep: Class 4 contains 270116 members 
Mstep: Class 5 contains 14968 members 
Mstep: Class 6 contains 23266 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 102902 members 
Mstep: Class 9 contains 30629 members 
Mstep: Class 10 contains 79385 members 
Mstep: Class 11 contains 21200 members 
Mstep: Class 12 contains 4145 members 
Mstep: Class 13 contains 21440 members 
Mstep: Class 14 contains 22566 members 
Mstep: Class 15 contains 102300 members 
Mstep: Class 16 contains 1053 members 
Mstep: Class 17 contains 14452 members 
Mstep: Class 19 contains 3143 members 
Mstep: Class 20 contains 18963 members 
Mstep: Class 21 contains 1932 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 9081 members 
Mstep: Class 24 contains 9756 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 130265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154594416.000000 Penalty: 87158.210938
Iteration 68Q: 26 clusters Score -1.545944e+08 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 302415 members 
Mstep: Class 2 contains 59664 members 
Mstep: Class 3 contains 16496 members 
Mstep: Class 4 contains 273097 members 
Mstep: Class 5 contains 14800 members 
Mstep: Class 6 contains 23278 members 
Mstep: Class 7 contains 8086 members 
Mstep: Class 8 contains 103311 members 
Mstep: Class 9 contains 30664 members 
Mstep: Class 10 contains 79206 members 
Mstep: Class 11 contains 21198 members 
Mstep: Class 12 contains 4139 members 
Mstep: Class 13 contains 21447 members 
Mstep: Class 14 contains 22626 members 
Mstep: Class 15 contains 102245 members 
Mstep: Class 16 contains 1054 members 
Mstep: Class 17 contains 14493 members 
Mstep: Class 19 contains 3195 members 
Mstep: Class 20 contains 18870 members 
Mstep: Class 21 contains 1932 members 
Mstep: Class 22 contains 3918 members 
Mstep: Class 23 contains 9078 members 
Mstep: Class 24 contains 9659 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 128255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596080.000000 Penalty: 87158.210938
Iteration 69Q: 26 clusters Score -1.545961e+08 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 301612 members 
Mstep: Class 2 contains 59415 members 
Mstep: Class 3 contains 16551 members 
Mstep: Class 4 contains 276160 members 
Mstep: Class 5 contains 14670 members 
Mstep: Class 6 contains 23273 members 
Mstep: Class 7 contains 8093 members 
Mstep: Class 8 contains 103701 members 
Mstep: Class 9 contains 30714 members 
Mstep: Class 10 contains 79054 members 
Mstep: Class 11 contains 21188 members 
Mstep: Class 12 contains 4141 members 
Mstep: Class 13 contains 21447 members 
Mstep: Class 14 contains 22690 members 
Mstep: Class 15 contains 102151 members 
Mstep: Class 16 contains 1054 members 
Mstep: Class 17 contains 14519 members 
Mstep: Class 19 contains 3230 members 
Mstep: Class 20 contains 18775 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 3918 members 
Mstep: Class 23 contains 9080 members 
Mstep: Class 24 contains 9572 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 126185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597200.000000 Penalty: 87158.210938
Iteration 70Q: 26 clusters Score -1.545972e+08 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 300818 members 
Mstep: Class 2 contains 59143 members 
Mstep: Class 3 contains 16600 members 
Mstep: Class 4 contains 279306 members 
Mstep: Class 5 contains 14532 members 
Mstep: Class 6 contains 23267 members 
Mstep: Class 7 contains 8100 members 
Mstep: Class 8 contains 104086 members 
Mstep: Class 9 contains 30774 members 
Mstep: Class 10 contains 78907 members 
Mstep: Class 11 contains 21162 members 
Mstep: Class 12 contains 4142 members 
Mstep: Class 13 contains 21447 members 
Mstep: Class 14 contains 22768 members 
Mstep: Class 15 contains 102006 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 14519 members 
Mstep: Class 19 contains 3279 members 
Mstep: Class 20 contains 18674 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 9076 members 
Mstep: Class 24 contains 9491 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 124124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597936.000000 Penalty: 87158.210938
Iteration 71Q: 26 clusters Score -1.545979e+08 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 299961 members 
Mstep: Class 2 contains 58867 members 
Mstep: Class 3 contains 16641 members 
Mstep: Class 4 contains 282525 members 
Mstep: Class 5 contains 14410 members 
Mstep: Class 6 contains 23255 members 
Mstep: Class 7 contains 8108 members 
Mstep: Class 8 contains 104439 members 
Mstep: Class 9 contains 30820 members 
Mstep: Class 10 contains 78794 members 
Mstep: Class 11 contains 21115 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 21448 members 
Mstep: Class 14 contains 22830 members 
Mstep: Class 15 contains 101894 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 14518 members 
Mstep: Class 19 contains 3336 members 
Mstep: Class 20 contains 18604 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 9068 members 
Mstep: Class 24 contains 9417 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 122026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598896.000000 Penalty: 87158.210938
Iteration 72Q: 26 clusters Score -1.545989e+08 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 299139 members 
Mstep: Class 2 contains 58621 members 
Mstep: Class 3 contains 16669 members 
Mstep: Class 4 contains 285681 members 
Mstep: Class 5 contains 14275 members 
Mstep: Class 6 contains 23237 members 
Mstep: Class 7 contains 8122 members 
Mstep: Class 8 contains 104745 members 
Mstep: Class 9 contains 30864 members 
Mstep: Class 10 contains 78733 members 
Mstep: Class 11 contains 21088 members 
Mstep: Class 12 contains 4144 members 
Mstep: Class 13 contains 21458 members 
Mstep: Class 14 contains 22870 members 
Mstep: Class 15 contains 101769 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 14529 members 
Mstep: Class 19 contains 3382 members 
Mstep: Class 20 contains 18522 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 9045 members 
Mstep: Class 24 contains 9348 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 119981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600640.000000 Penalty: 87158.210938
Iteration 73Q: 26 clusters Score -1.546006e+08 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 298202 members 
Mstep: Class 2 contains 58400 members 
Mstep: Class 3 contains 16709 members 
Mstep: Class 4 contains 289004 members 
Mstep: Class 5 contains 14167 members 
Mstep: Class 6 contains 23226 members 
Mstep: Class 7 contains 8135 members 
Mstep: Class 8 contains 104974 members 
Mstep: Class 9 contains 30899 members 
Mstep: Class 10 contains 78684 members 
Mstep: Class 11 contains 21043 members 
Mstep: Class 12 contains 4144 members 
Mstep: Class 13 contains 21463 members 
Mstep: Class 14 contains 22911 members 
Mstep: Class 15 contains 101598 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 14551 members 
Mstep: Class 19 contains 3421 members 
Mstep: Class 20 contains 18452 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 9008 members 
Mstep: Class 24 contains 9304 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 117926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601744.000000 Penalty: 87158.210938
Iteration 74Q: 26 clusters Score -1.546017e+08 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 297348 members 
Mstep: Class 2 contains 58167 members 
Mstep: Class 3 contains 16733 members 
Mstep: Class 4 contains 292253 members 
Mstep: Class 5 contains 14054 members 
Mstep: Class 6 contains 23216 members 
Mstep: Class 7 contains 8149 members 
Mstep: Class 8 contains 105167 members 
Mstep: Class 9 contains 30935 members 
Mstep: Class 10 contains 78674 members 
Mstep: Class 11 contains 21001 members 
Mstep: Class 12 contains 4144 members 
Mstep: Class 13 contains 21471 members 
Mstep: Class 14 contains 22952 members 
Mstep: Class 15 contains 101433 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 14550 members 
Mstep: Class 19 contains 3447 members 
Mstep: Class 20 contains 18374 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 3918 members 
Mstep: Class 23 contains 8966 members 
Mstep: Class 24 contains 9257 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 115929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154602512.000000 Penalty: 87158.210938
Iteration 75Q: 26 clusters Score -1.546025e+08 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 296366 members 
Mstep: Class 2 contains 57936 members 
Mstep: Class 3 contains 16770 members 
Mstep: Class 4 contains 295572 members 
Mstep: Class 5 contains 13928 members 
Mstep: Class 6 contains 23221 members 
Mstep: Class 7 contains 8157 members 
Mstep: Class 8 contains 105369 members 
Mstep: Class 9 contains 30957 members 
Mstep: Class 10 contains 78693 members 
Mstep: Class 11 contains 20953 members 
Mstep: Class 12 contains 4145 members 
Mstep: Class 13 contains 21478 members 
Mstep: Class 14 contains 23009 members 
Mstep: Class 15 contains 101215 members 
Mstep: Class 16 contains 1057 members 
Mstep: Class 17 contains 14524 members 
Mstep: Class 19 contains 3471 members 
Mstep: Class 20 contains 18298 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 3918 members 
Mstep: Class 23 contains 8925 members 
Mstep: Class 24 contains 9225 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 114006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154603504.000000 Penalty: 87158.210938
Iteration 76Q: 26 clusters Score -1.546035e+08 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 295189 members 
Mstep: Class 2 contains 57677 members 
Mstep: Class 3 contains 16799 members 
Mstep: Class 4 contains 299285 members 
Mstep: Class 5 contains 13791 members 
Mstep: Class 6 contains 23218 members 
Mstep: Class 7 contains 8166 members 
Mstep: Class 8 contains 105535 members 
Mstep: Class 9 contains 30982 members 
Mstep: Class 10 contains 78743 members 
Mstep: Class 11 contains 20895 members 
Mstep: Class 12 contains 4146 members 
Mstep: Class 13 contains 21492 members 
Mstep: Class 14 contains 23066 members 
Mstep: Class 15 contains 100853 members 
Mstep: Class 16 contains 1058 members 
Mstep: Class 17 contains 14464 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 18213 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 8883 members 
Mstep: Class 24 contains 9199 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 112130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154605040.000000 Penalty: 87158.210938
Iteration 77Q: 26 clusters Score -1.54605e+08 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 293758 members 
Mstep: Class 2 contains 57444 members 
Mstep: Class 3 contains 16814 members 
Mstep: Class 4 contains 303428 members 
Mstep: Class 5 contains 13675 members 
Mstep: Class 6 contains 23223 members 
Mstep: Class 7 contains 8172 members 
Mstep: Class 8 contains 105686 members 
Mstep: Class 9 contains 31010 members 
Mstep: Class 10 contains 78786 members 
Mstep: Class 11 contains 20820 members 
Mstep: Class 12 contains 4141 members 
Mstep: Class 13 contains 21512 members 
Mstep: Class 14 contains 23112 members 
Mstep: Class 15 contains 100303 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 14397 members 
Mstep: Class 19 contains 3514 members 
Mstep: Class 20 contains 18134 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 8843 members 
Mstep: Class 24 contains 9181 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 110264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154605280.000000 Penalty: 87158.210938
Iteration 78Q: 26 clusters Score -1.546053e+08 nChanged 10792
Entering ConstructFrom: 
Score: -154605280.000000 Penalty: 87158.210938
Entering ConstructFrom: 
Trying to split cluster 1 (291970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291970 members 
Entering Unmasked Estep 
Score: -36219768.000000 Penalty: 3120.932617
	Iteration 0F: 2 clusters Score -3.621977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145823 members 
Mstep: Class 2 contains 146147 members 
Entering Unmasked Estep 
Score: -36031656.000000 Penalty: 6241.865234
	Iteration 0F: 3 clusters Score -3.603166e+07 nChanged 141850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145069 members 
Mstep: Class 2 contains 146901 members 
Entering Unmasked Estep 
Score: -36114172.000000 Penalty: 6241.865234
	Iteration 1F: 3 clusters Score -3.611417e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143808 members 
Mstep: Class 2 contains 148162 members 
Entering Unmasked Estep 
Score: -36115884.000000 Penalty: 6241.865234
	Iteration 2Q: 3 clusters Score -3.611588e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141671 members 
Mstep: Class 2 contains 150299 members 
Entering Unmasked Estep 
Score: -36118928.000000 Penalty: 6241.865234
	Iteration 3Q: 3 clusters Score -3.611893e+07 nChanged 11802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137787 members 
Mstep: Class 2 contains 154183 members 
Entering Unmasked Estep 
Score: -36124228.000000 Penalty: 6241.865234
	Iteration 4Q: 3 clusters Score -3.612423e+07 nChanged 16292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130789 members 
Mstep: Class 2 contains 161181 members 
Entering Unmasked Estep 
Score: -36133292.000000 Penalty: 6241.865234
	Iteration 5F: 3 clusters Score -3.613329e+07 nChanged 21552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119513 members 
Mstep: Class 2 contains 172457 members 
Entering Unmasked Estep 
Score: -36148488.000000 Penalty: 6241.865234
	Iteration 6F: 3 clusters Score -3.614849e+07 nChanged 25606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105069 members 
Mstep: Class 2 contains 186901 members 
Entering Unmasked Estep 
Score: -36171068.000000 Penalty: 6241.865234
	Iteration 7F: 3 clusters Score -3.617107e+07 nChanged 25095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92346 members 
Mstep: Class 2 contains 199624 members 
Entering Unmasked Estep 
Score: -36196732.000000 Penalty: 6241.865234
	Iteration 8F: 3 clusters Score -3.619673e+07 nChanged 17638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87476 members 
Mstep: Class 2 contains 204494 members 
Entering Unmasked Estep 
Score: -36208972.000000 Penalty: 6241.865234
	Iteration 9F: 3 clusters Score -3.620897e+07 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86780 members 
Mstep: Class 2 contains 205190 members 
Entering Unmasked Estep 
Score: -36210760.000000 Penalty: 6241.865234
	Iteration 10Q: 3 clusters Score -3.621076e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87194 members 
Mstep: Class 2 contains 204776 members 
Entering Unmasked Estep 
Score: -36211560.000000 Penalty: 6241.865234
	Iteration 11Q: 3 clusters Score -3.621156e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88024 members 
Mstep: Class 2 contains 203946 members 
Entering Unmasked Estep 
Score: -36211876.000000 Penalty: 6241.865234
	Iteration 12Q: 3 clusters Score -3.621188e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89001 members 
Mstep: Class 2 contains 202969 members 
Entering Unmasked Estep 
Score: -36211956.000000 Penalty: 6241.865234
	Iteration 13Q: 3 clusters Score -3.621196e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90103 members 
Mstep: Class 2 contains 201867 members 
Entering Unmasked Estep 
Score: -36211896.000000 Penalty: 6241.865234
	Iteration 14Q: 3 clusters Score -3.62119e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91339 members 
Mstep: Class 2 contains 200631 members 
Entering Unmasked Estep 
Score: -36211784.000000 Penalty: 6241.865234
	Iteration 15Q: 3 clusters Score -3.621178e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92646 members 
Mstep: Class 2 contains 199324 members 
Entering Unmasked Estep 
Score: -36211720.000000 Penalty: 6241.865234
	Iteration 16Q: 3 clusters Score -3.621172e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93971 members 
Mstep: Class 2 contains 197999 members 
Entering Unmasked Estep 
Score: -36211724.000000 Penalty: 6241.865234
	Iteration 17Q: 3 clusters Score -3.621172e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95270 members 
Mstep: Class 2 contains 196700 members 
Entering Unmasked Estep 
Score: -36211512.000000 Penalty: 6241.865234
	Iteration 18Q: 3 clusters Score -3.621151e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96517 members 
Mstep: Class 2 contains 195453 members 
Entering Unmasked Estep 
Score: -36211408.000000 Penalty: 6241.865234
	Iteration 19Q: 3 clusters Score -3.621141e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97696 members 
Mstep: Class 2 contains 194274 members 
Entering Unmasked Estep 
Score: -36211288.000000 Penalty: 6241.865234
	Iteration 20F: 3 clusters Score -3.621129e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98868 members 
Mstep: Class 2 contains 193102 members 
Entering Unmasked Estep 
Score: -36211180.000000 Penalty: 6241.865234
	Iteration 21Q: 3 clusters Score -3.621118e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99977 members 
Mstep: Class 2 contains 191993 members 
Entering Unmasked Estep 
Score: -36211260.000000 Penalty: 6241.865234
	Iteration 22Q: 3 clusters Score -3.621126e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101091 members 
Mstep: Class 2 contains 190879 members 
Entering Unmasked Estep 
Score: -36211208.000000 Penalty: 6241.865234
	Iteration 23Q: 3 clusters Score -3.621121e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102228 members 
Mstep: Class 2 contains 189742 members 
Entering Unmasked Estep 
Score: -36211192.000000 Penalty: 6241.865234
	Iteration 24Q: 3 clusters Score -3.621119e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103272 members 
Mstep: Class 2 contains 188698 members 
Entering Unmasked Estep 
Score: -36211120.000000 Penalty: 6241.865234
	Iteration 25Q: 3 clusters Score -3.621112e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104254 members 
Mstep: Class 2 contains 187716 members 
Entering Unmasked Estep 
Score: -36211156.000000 Penalty: 6241.865234
	Iteration 26Q: 3 clusters Score -3.621116e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105233 members 
Mstep: Class 2 contains 186737 members 
Entering Unmasked Estep 
Score: -36211168.000000 Penalty: 6241.865234
	Iteration 27Q: 3 clusters Score -3.621117e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106102 members 
Mstep: Class 2 contains 185868 members 
Entering Unmasked Estep 
Score: -36211156.000000 Penalty: 6241.865234
	Iteration 28Q: 3 clusters Score -3.621116e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107048 members 
Mstep: Class 2 contains 184922 members 
Entering Unmasked Estep 
Score: -36211112.000000 Penalty: 6241.865234
	Iteration 29Q: 3 clusters Score -3.621111e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107981 members 
Mstep: Class 2 contains 183989 members 
Entering Unmasked Estep 
Score: -36211076.000000 Penalty: 6241.865234
	Iteration 30Q: 3 clusters Score -3.621108e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108941 members 
Mstep: Class 2 contains 183029 members 
Entering Unmasked Estep 
Score: -36210860.000000 Penalty: 6241.865234
	Iteration 31Q: 3 clusters Score -3.621086e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109920 members 
Mstep: Class 2 contains 182050 members 
Entering Unmasked Estep 
Score: -36210852.000000 Penalty: 6241.865234
	Iteration 32Q: 3 clusters Score -3.621085e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110802 members 
Mstep: Class 2 contains 181168 members 
Entering Unmasked Estep 
Score: -36210752.000000 Penalty: 6241.865234
	Iteration 33Q: 3 clusters Score -3.621075e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111678 members 
Mstep: Class 2 contains 180292 members 
Entering Unmasked Estep 
Score: -36210784.000000 Penalty: 6241.865234
	Iteration 34Q: 3 clusters Score -3.621078e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112532 members 
Mstep: Class 2 contains 179438 members 
Entering Unmasked Estep 
Score: -36210748.000000 Penalty: 6241.865234
	Iteration 35Q: 3 clusters Score -3.621075e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113289 members 
Mstep: Class 2 contains 178681 members 
Entering Unmasked Estep 
Score: -36210644.000000 Penalty: 6241.865234
	Iteration 36Q: 3 clusters Score -3.621064e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114010 members 
Mstep: Class 2 contains 177960 members 
Entering Unmasked Estep 
Score: -36210640.000000 Penalty: 6241.865234
	Iteration 37Q: 3 clusters Score -3.621064e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114801 members 
Mstep: Class 2 contains 177169 members 
Entering Unmasked Estep 
Score: -36210520.000000 Penalty: 6241.865234
	Iteration 38Q: 3 clusters Score -3.621052e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115551 members 
Mstep: Class 2 contains 176419 members 
Entering Unmasked Estep 
Score: -36210460.000000 Penalty: 6241.865234
	Iteration 39Q: 3 clusters Score -3.621046e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116351 members 
Mstep: Class 2 contains 175619 members 
Entering Unmasked Estep 
Score: -36210372.000000 Penalty: 6241.865234
	Iteration 40F: 3 clusters Score -3.621037e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117047 members 
Mstep: Class 2 contains 174923 members 
Entering Unmasked Estep 
Score: -36210416.000000 Penalty: 6241.865234
	Iteration 41Q: 3 clusters Score -3.621042e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117693 members 
Mstep: Class 2 contains 174277 members 
Entering Unmasked Estep 
Score: -36210516.000000 Penalty: 6241.865234
	Iteration 42Q: 3 clusters Score -3.621052e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118360 members 
Mstep: Class 2 contains 173610 members 
Entering Unmasked Estep 
Score: -36210480.000000 Penalty: 6241.865234
	Iteration 43Q: 3 clusters Score -3.621048e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118907 members 
Mstep: Class 2 contains 173063 members 
Entering Unmasked Estep 
Score: -36210500.000000 Penalty: 6241.865234
	Iteration 44Q: 3 clusters Score -3.62105e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119404 members 
Mstep: Class 2 contains 172566 members 
Entering Unmasked Estep 
Score: -36210584.000000 Penalty: 6241.865234
	Iteration 45Q: 3 clusters Score -3.621058e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119941 members 
Mstep: Class 2 contains 172029 members 
Entering Unmasked Estep 
Score: -36210544.000000 Penalty: 6241.865234
	Iteration 46Q: 3 clusters Score -3.621054e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120408 members 
Mstep: Class 2 contains 171562 members 
Entering Unmasked Estep 
Score: -36210440.000000 Penalty: 6241.865234
	Iteration 47Q: 3 clusters Score -3.621044e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120895 members 
Mstep: Class 2 contains 171075 members 
Entering Unmasked Estep 
Score: -36210392.000000 Penalty: 6241.865234
	Iteration 48Q: 3 clusters Score -3.621039e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121340 members 
Mstep: Class 2 contains 170630 members 
Entering Unmasked Estep 
Score: -36210372.000000 Penalty: 6241.865234
	Iteration 49Q: 3 clusters Score -3.621037e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121734 members 
Mstep: Class 2 contains 170236 members 
Entering Unmasked Estep 
Score: -36210392.000000 Penalty: 6241.865234
	Iteration 50Q: 3 clusters Score -3.621039e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122089 members 
Mstep: Class 2 contains 169881 members 
Entering Unmasked Estep 
Score: -36210416.000000 Penalty: 6241.865234
	Iteration 51Q: 3 clusters Score -3.621042e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122447 members 
Mstep: Class 2 contains 169523 members 
Entering Unmasked Estep 
Score: -36210384.000000 Penalty: 6241.865234
	Iteration 52Q: 3 clusters Score -3.621038e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122890 members 
Mstep: Class 2 contains 169080 members 
Entering Unmasked Estep 
Score: -36210348.000000 Penalty: 6241.865234
	Iteration 53Q: 3 clusters Score -3.621035e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123321 members 
Mstep: Class 2 contains 168649 members 
Entering Unmasked Estep 
Score: -36210308.000000 Penalty: 6241.865234
	Iteration 54Q: 3 clusters Score -3.621031e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123718 members 
Mstep: Class 2 contains 168252 members 
Entering Unmasked Estep 
Score: -36210396.000000 Penalty: 6241.865234
	Iteration 55Q: 3 clusters Score -3.62104e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124055 members 
Mstep: Class 2 contains 167915 members 
Entering Unmasked Estep 
Score: -36210376.000000 Penalty: 6241.865234
	Iteration 56Q: 3 clusters Score -3.621038e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124431 members 
Mstep: Class 2 contains 167539 members 
Entering Unmasked Estep 
Score: -36210444.000000 Penalty: 6241.865234
	Iteration 57Q: 3 clusters Score -3.621044e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124742 members 
Mstep: Class 2 contains 167228 members 
Entering Unmasked Estep 
Score: -36210416.000000 Penalty: 6241.865234
	Iteration 58Q: 3 clusters Score -3.621042e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125030 members 
Mstep: Class 2 contains 166940 members 
Entering Unmasked Estep 
Score: -36210396.000000 Penalty: 6241.865234
	Iteration 59Q: 3 clusters Score -3.62104e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125314 members 
Mstep: Class 2 contains 166656 members 
Entering Unmasked Estep 
Score: -36210340.000000 Penalty: 6241.865234
	Iteration 60F: 3 clusters Score -3.621034e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125604 members 
Mstep: Class 2 contains 166366 members 
Entering Unmasked Estep 
Score: -36210312.000000 Penalty: 6241.865234
	Iteration 61Q: 3 clusters Score -3.621031e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125882 members 
Mstep: Class 2 contains 166088 members 
Entering Unmasked Estep 
Score: -36210248.000000 Penalty: 6241.865234
	Iteration 62Q: 3 clusters Score -3.621025e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126128 members 
Mstep: Class 2 contains 165842 members 
Entering Unmasked Estep 
Score: -36210248.000000 Penalty: 6241.865234
	Iteration 63Q: 3 clusters Score -3.621025e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126347 members 
Mstep: Class 2 contains 165623 members 
Entering Unmasked Estep 
Score: -36210296.000000 Penalty: 6241.865234
	Iteration 64Q: 3 clusters Score -3.62103e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126530 members 
Mstep: Class 2 contains 165440 members 
Entering Unmasked Estep 
Score: -36210292.000000 Penalty: 6241.865234
	Iteration 65Q: 3 clusters Score -3.621029e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126664 members 
Mstep: Class 2 contains 165306 members 
Entering Unmasked Estep 
Score: -36210276.000000 Penalty: 6241.865234
	Iteration 66Q: 3 clusters Score -3.621028e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126890 members 
Mstep: Class 2 contains 165080 members 
Entering Unmasked Estep 
Score: -36210268.000000 Penalty: 6241.865234
	Iteration 67Q: 3 clusters Score -3.621027e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127091 members 
Mstep: Class 2 contains 164879 members 
Entering Unmasked Estep 
Score: -36210236.000000 Penalty: 6241.865234
	Iteration 68Q: 3 clusters Score -3.621024e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127254 members 
Mstep: Class 2 contains 164716 members 
Entering Unmasked Estep 
Score: -36210240.000000 Penalty: 6241.865234
	Iteration 69Q: 3 clusters Score -3.621024e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127364 members 
Mstep: Class 2 contains 164606 members 
Entering Unmasked Estep 
Score: -36210268.000000 Penalty: 6241.865234
	Iteration 70Q: 3 clusters Score -3.621027e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127444 members 
Mstep: Class 2 contains 164526 members 
Entering Unmasked Estep 
Score: -36210192.000000 Penalty: 6241.865234
	Iteration 71Q: 3 clusters Score -3.621019e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127534 members 
Mstep: Class 2 contains 164436 members 
Entering Unmasked Estep 
Score: -36210208.000000 Penalty: 6241.865234
	Iteration 72Q: 3 clusters Score -3.621021e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127630 members 
Mstep: Class 2 contains 164340 members 
Entering Unmasked Estep 
Score: -36210212.000000 Penalty: 6241.865234
	Iteration 73Q: 3 clusters Score -3.621021e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127739 members 
Mstep: Class 2 contains 164231 members 
Entering Unmasked Estep 
Score: -36210200.000000 Penalty: 6241.865234
	Iteration 74Q: 3 clusters Score -3.62102e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127832 members 
Mstep: Class 2 contains 164138 members 
Entering Unmasked Estep 
Score: -36210200.000000 Penalty: 6241.865234
	Iteration 75Q: 3 clusters Score -3.62102e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127915 members 
Mstep: Class 2 contains 164055 members 
Entering Unmasked Estep 
Score: -36210252.000000 Penalty: 6241.865234
	Iteration 76Q: 3 clusters Score -3.621025e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127982 members 
Mstep: Class 2 contains 163988 members 
Entering Unmasked Estep 
Score: -36210244.000000 Penalty: 6241.865234
	Iteration 77Q: 3 clusters Score -3.621024e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128056 members 
Mstep: Class 2 contains 163914 members 
Entering Unmasked Estep 
Score: -36210228.000000 Penalty: 6241.865234
	Iteration 78Q: 3 clusters Score -3.621023e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128179 members 
Mstep: Class 2 contains 163791 members 
Entering Unmasked Estep 
Score: -36210156.000000 Penalty: 6241.865234
	Iteration 79Q: 3 clusters Score -3.621016e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128343 members 
Mstep: Class 2 contains 163627 members 
Entering Unmasked Estep 
Score: -36210184.000000 Penalty: 6241.865234
	Iteration 80F: 3 clusters Score -3.621018e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128507 members 
Mstep: Class 2 contains 163463 members 
Entering Unmasked Estep 
Score: -36210200.000000 Penalty: 6241.865234
	Iteration 81Q: 3 clusters Score -3.62102e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128614 members 
Mstep: Class 2 contains 163356 members 
Entering Unmasked Estep 
Score: -36210172.000000 Penalty: 6241.865234
	Iteration 82Q: 3 clusters Score -3.621017e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128752 members 
Mstep: Class 2 contains 163218 members 
Entering Unmasked Estep 
Score: -36210156.000000 Penalty: 6241.865234
	Iteration 83Q: 3 clusters Score -3.621016e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128896 members 
Mstep: Class 2 contains 163074 members 
Entering Unmasked Estep 
Score: -36210188.000000 Penalty: 6241.865234
	Iteration 84Q: 3 clusters Score -3.621019e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129014 members 
Mstep: Class 2 contains 162956 members 
Entering Unmasked Estep 
Score: -36210184.000000 Penalty: 6241.865234
	Iteration 85Q: 3 clusters Score -3.621018e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129078 members 
Mstep: Class 2 contains 162892 members 
Entering Unmasked Estep 
Score: -36210164.000000 Penalty: 6241.865234
	Iteration 86Q: 3 clusters Score -3.621016e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129137 members 
Mstep: Class 2 contains 162833 members 
Entering Unmasked Estep 
Score: -36210160.000000 Penalty: 6241.865234
	Iteration 87Q: 3 clusters Score -3.621016e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129207 members 
Mstep: Class 2 contains 162763 members 
Entering Unmasked Estep 
Score: -36210144.000000 Penalty: 6241.865234
	Iteration 88Q: 3 clusters Score -3.621014e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129286 members 
Mstep: Class 2 contains 162684 members 
Entering Unmasked Estep 
Score: -36210132.000000 Penalty: 6241.865234
	Iteration 89Q: 3 clusters Score -3.621013e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129386 members 
Mstep: Class 2 contains 162584 members 
Entering Unmasked Estep 
Score: -36210112.000000 Penalty: 6241.865234
	Iteration 90Q: 3 clusters Score -3.621011e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129486 members 
Mstep: Class 2 contains 162484 members 
Entering Unmasked Estep 
Score: -36210120.000000 Penalty: 6241.865234
	Iteration 91Q: 3 clusters Score -3.621012e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129583 members 
Mstep: Class 2 contains 162387 members 
Entering Unmasked Estep 
Score: -36210144.000000 Penalty: 6241.865234
	Iteration 92Q: 3 clusters Score -3.621014e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129643 members 
Mstep: Class 2 contains 162327 members 
Entering Unmasked Estep 
Score: -36210152.000000 Penalty: 6241.865234
	Iteration 93Q: 3 clusters Score -3.621015e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129692 members 
Mstep: Class 2 contains 162278 members 
Entering Unmasked Estep 
Score: -36210132.000000 Penalty: 6241.865234
	Iteration 94Q: 3 clusters Score -3.621013e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129718 members 
Mstep: Class 2 contains 162252 members 
Entering Unmasked Estep 
Score: -36210136.000000 Penalty: 6241.865234
	Iteration 95Q: 3 clusters Score -3.621014e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129742 members 
Mstep: Class 2 contains 162228 members 
Entering Unmasked Estep 
Score: -36210156.000000 Penalty: 6241.865234
	Iteration 96Q: 3 clusters Score -3.621016e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129755 members 
Mstep: Class 2 contains 162215 members 
Entering Unmasked Estep 
Score: -36210168.000000 Penalty: 6241.865234
	Iteration 97Q: 3 clusters Score -3.621017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129771 members 
Mstep: Class 2 contains 162199 members 
Entering Unmasked Estep 
Score: -36210136.000000 Penalty: 6241.865234
	Iteration 98Q: 3 clusters Score -3.621014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129782 members 
Mstep: Class 2 contains 162188 members 
Entering Unmasked Estep 
Score: -36210116.000000 Penalty: 6241.865234
	Iteration 99Q: 3 clusters Score -3.621012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129788 members 
Mstep: Class 2 contains 162182 members 
Entering Unmasked Estep 
Score: -36210104.000000 Penalty: 6241.865234
	Iteration 100F: 3 clusters Score -3.62101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129801 members 
Mstep: Class 2 contains 162169 members 
Entering Unmasked Estep 
Score: -36210128.000000 Penalty: 6241.865234
	Iteration 101Q: 3 clusters Score -3.621013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129811 members 
Mstep: Class 2 contains 162159 members 
Entering Unmasked Estep 
Score: -36210116.000000 Penalty: 6241.865234
	Iteration 102Q: 3 clusters Score -3.621012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129824 members 
Mstep: Class 2 contains 162146 members 
Entering Unmasked Estep 
Score: -36210096.000000 Penalty: 6241.865234
	Iteration 103Q: 3 clusters Score -3.62101e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129835 members 
Mstep: Class 2 contains 162135 members 
Entering Unmasked Estep 
Score: -36210108.000000 Penalty: 6241.865234
	Iteration 104Q: 3 clusters Score -3.621011e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129849 members 
Mstep: Class 2 contains 162121 members 
Entering Unmasked Estep 
Score: -36210104.000000 Penalty: 6241.865234
	Iteration 105Q: 3 clusters Score -3.62101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129862 members 
Mstep: Class 2 contains 162108 members 
Entering Unmasked Estep 
Score: -36210092.000000 Penalty: 6241.865234
	Iteration 106Q: 3 clusters Score -3.621009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129872 members 
Mstep: Class 2 contains 162098 members 
Entering Unmasked Estep 
Score: -36210068.000000 Penalty: 6241.865234
	Iteration 107Q: 3 clusters Score -3.621007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129883 members 
Mstep: Class 2 contains 162087 members 
Entering Unmasked Estep 
Score: -36210056.000000 Penalty: 6241.865234
	Iteration 108Q: 3 clusters Score -3.621006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129894 members 
Mstep: Class 2 contains 162076 members 
Entering Unmasked Estep 
Score: -36210076.000000 Penalty: 6241.865234
	Iteration 109Q: 3 clusters Score -3.621008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129901 members 
Mstep: Class 2 contains 162069 members 
Entering Unmasked Estep 
Score: -36210076.000000 Penalty: 6241.865234
	Iteration 110Q: 3 clusters Score -3.621008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129903 members 
Mstep: Class 2 contains 162067 members 
Entering Unmasked Estep 
Score: -36210064.000000 Penalty: 6241.865234
	Iteration 111Q: 3 clusters Score -3.621006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129903 members 
Mstep: Class 2 contains 162067 members 
Entering Unmasked Estep 
Score: -36210064.000000 Penalty: 6241.865234
	Iteration 112F: 3 clusters Score -3.621006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (57220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57220 members 
Entering Unmasked Estep 
Score: -7185026.500000 Penalty: 2716.755371
	Iteration 0F: 2 clusters Score -7185026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -7146470.000000 Penalty: 5433.510742
	Iteration 0F: 3 clusters Score -7146470 nChanged 26485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -7161222.500000 Penalty: 5433.510742
	Iteration 1F: 3 clusters Score -7161222 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -7161740.500000 Penalty: 5433.510742
	Iteration 2Q: 3 clusters Score -7161740 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -7162209.000000 Penalty: 5433.510742
	Iteration 3Q: 3 clusters Score -7162209 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -7162799.500000 Penalty: 5433.510742
	Iteration 4Q: 3 clusters Score -7162800 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -7163545.500000 Penalty: 5433.510742
	Iteration 5Q: 3 clusters Score -7163546 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -7164556.000000 Penalty: 5433.510742
	Iteration 6Q: 3 clusters Score -7164556 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -7166082.500000 Penalty: 5433.510742
	Iteration 7F: 3 clusters Score -7166082 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -7168619.500000 Penalty: 5433.510742
	Iteration 8F: 3 clusters Score -7168620 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -7172062.000000 Penalty: 5433.510742
	Iteration 9F: 3 clusters Score -7172062 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -7175898.500000 Penalty: 5433.510742
	Iteration 10F: 3 clusters Score -7175898 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -7179005.500000 Penalty: 5433.510742
	Iteration 11F: 3 clusters Score -7179006 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -7180820.500000 Penalty: 5433.510742
	Iteration 12Q: 3 clusters Score -7180820 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 55875 members 
Entering Unmasked Estep 
Score: -7181701.000000 Penalty: 5433.510742
	Iteration 13Q: 3 clusters Score -7181701 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -7182127.000000 Penalty: 5433.510742
	Iteration 14Q: 3 clusters Score -7182127 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -7182322.500000 Penalty: 5433.510742
	Iteration 15Q: 3 clusters Score -7182322 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 56635 members 
Entering Unmasked Estep 
Score: -7182447.000000 Penalty: 5433.510742
	Iteration 16Q: 3 clusters Score -7182447 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -7182521.500000 Penalty: 5433.510742
	Iteration 17Q: 3 clusters Score -7182522 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -7182584.000000 Penalty: 5433.510742
	Iteration 18Q: 3 clusters Score -7182584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 56766 members 
Entering Unmasked Estep 
Score: -7182626.000000 Penalty: 5433.510742
	Iteration 19Q: 3 clusters Score -7182626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 56782 members 
Entering Unmasked Estep 
Score: -7182664.000000 Penalty: 5433.510742
	Iteration 20F: 3 clusters Score -7182664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -7182702.500000 Penalty: 5433.510742
	Iteration 21Q: 3 clusters Score -7182702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 56804 members 
Entering Unmasked Estep 
Score: -7182718.500000 Penalty: 5433.510742
	Iteration 22Q: 3 clusters Score -7182718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 56814 members 
Entering Unmasked Estep 
Score: -7182736.000000 Penalty: 5433.510742
	Iteration 23Q: 3 clusters Score -7182736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -7182736.500000 Penalty: 5433.510742
	Iteration 24Q: 3 clusters Score -7182736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -7182740.500000 Penalty: 5433.510742
	Iteration 25Q: 3 clusters Score -7182740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -7182742.000000 Penalty: 5433.510742
	Iteration 26Q: 3 clusters Score -7182742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -7182745.000000 Penalty: 5433.510742
	Iteration 27Q: 3 clusters Score -7182745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -7182745.000000 Penalty: 5433.510742
	Iteration 28Q: 3 clusters Score -7182745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -7182745.000000 Penalty: 5433.510742
	Iteration 29F: 3 clusters Score -7182745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Entering Unmasked Estep 
Score: -2109716.250000 Penalty: 2413.576904
	Iteration 0F: 2 clusters Score -2109716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2097621.250000 Penalty: 4827.153809
	Iteration 0F: 3 clusters Score -2097621 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2101437.750000 Penalty: 4827.153809
	Iteration 1F: 3 clusters Score -2101438 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2101764.000000 Penalty: 4827.153809
	Iteration 2F: 3 clusters Score -2101764 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2102024.250000 Penalty: 4827.153809
	Iteration 3Q: 3 clusters Score -2102024 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2102241.500000 Penalty: 4827.153809
	Iteration 4Q: 3 clusters Score -2102242 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2102452.250000 Penalty: 4827.153809
	Iteration 5Q: 3 clusters Score -2102452 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2102697.500000 Penalty: 4827.153809
	Iteration 6Q: 3 clusters Score -2102698 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2103041.750000 Penalty: 4827.153809
	Iteration 7Q: 3 clusters Score -2103042 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2103532.750000 Penalty: 4827.153809
	Iteration 8F: 3 clusters Score -2103533 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2104188.000000 Penalty: 4827.153809
	Iteration 9F: 3 clusters Score -2104188 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2104997.500000 Penalty: 4827.153809
	Iteration 10F: 3 clusters Score -2104998 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2105832.000000 Penalty: 4827.153809
	Iteration 11F: 3 clusters Score -2105832 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2106537.250000 Penalty: 4827.153809
	Iteration 12Q: 3 clusters Score -2106537 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2106982.250000 Penalty: 4827.153809
	Iteration 13Q: 3 clusters Score -2106982 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2107229.500000 Penalty: 4827.153809
	Iteration 14Q: 3 clusters Score -2107230 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2107379.500000 Penalty: 4827.153809
	Iteration 15Q: 3 clusters Score -2107380 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2107471.500000 Penalty: 4827.153809
	Iteration 16Q: 3 clusters Score -2107472 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2107522.250000 Penalty: 4827.153809
	Iteration 17Q: 3 clusters Score -2107522 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2107562.000000 Penalty: 4827.153809
	Iteration 18Q: 3 clusters Score -2107562 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2107587.500000 Penalty: 4827.153809
	Iteration 19Q: 3 clusters Score -2107588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2107608.000000 Penalty: 4827.153809
	Iteration 20F: 3 clusters Score -2107608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2107632.500000 Penalty: 4827.153809
	Iteration 21Q: 3 clusters Score -2107632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2107644.500000 Penalty: 4827.153809
	Iteration 22Q: 3 clusters Score -2107644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2107653.250000 Penalty: 4827.153809
	Iteration 23Q: 3 clusters Score -2107653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2107664.000000 Penalty: 4827.153809
	Iteration 24Q: 3 clusters Score -2107664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2107666.500000 Penalty: 4827.153809
	Iteration 25Q: 3 clusters Score -2107666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2107667.000000 Penalty: 4827.153809
	Iteration 26Q: 3 clusters Score -2107667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2107668.500000 Penalty: 4827.153809
	Iteration 27Q: 3 clusters Score -2107668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2107669.500000 Penalty: 4827.153809
	Iteration 28Q: 3 clusters Score -2107670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2107669.500000 Penalty: 4827.153809
	Iteration 29F: 3 clusters Score -2107670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (307994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307994 members 
Entering Unmasked Estep 
Score: -38208076.000000 Penalty: 3134.183105
	Iteration 0F: 2 clusters Score -3.820808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153710 members 
Mstep: Class 2 contains 154284 members 
Entering Unmasked Estep 
Score: -38010876.000000 Penalty: 6268.366211
	Iteration 0F: 3 clusters Score -3.801088e+07 nChanged 149384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149646 members 
Mstep: Class 2 contains 158348 members 
Entering Unmasked Estep 
Score: -38099320.000000 Penalty: 6268.366211
	Iteration 1F: 3 clusters Score -3.809932e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147251 members 
Mstep: Class 2 contains 160743 members 
Entering Unmasked Estep 
Score: -38100332.000000 Penalty: 6268.366211
	Iteration 2Q: 3 clusters Score -3.810033e+07 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143571 members 
Mstep: Class 2 contains 164423 members 
Entering Unmasked Estep 
Score: -38102692.000000 Penalty: 6268.366211
	Iteration 3Q: 3 clusters Score -3.810269e+07 nChanged 10086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138367 members 
Mstep: Class 2 contains 169627 members 
Entering Unmasked Estep 
Score: -38106748.000000 Penalty: 6268.366211
	Iteration 4Q: 3 clusters Score -3.810675e+07 nChanged 12529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131682 members 
Mstep: Class 2 contains 176312 members 
Entering Unmasked Estep 
Score: -38114148.000000 Penalty: 6268.366211
	Iteration 5Q: 3 clusters Score -3.811415e+07 nChanged 15637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124571 members 
Mstep: Class 2 contains 183423 members 
Entering Unmasked Estep 
Score: -38124268.000000 Penalty: 6268.366211
	Iteration 6F: 3 clusters Score -3.812427e+07 nChanged 19068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118879 members 
Mstep: Class 2 contains 189115 members 
Entering Unmasked Estep 
Score: -38137592.000000 Penalty: 6268.366211
	Iteration 7F: 3 clusters Score -3.813759e+07 nChanged 21183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116784 members 
Mstep: Class 2 contains 191210 members 
Entering Unmasked Estep 
Score: -38152820.000000 Penalty: 6268.366211
	Iteration 8F: 3 clusters Score -3.815282e+07 nChanged 21898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118986 members 
Mstep: Class 2 contains 189008 members 
Entering Unmasked Estep 
Score: -38168088.000000 Penalty: 6268.366211
	Iteration 9F: 3 clusters Score -3.816809e+07 nChanged 19246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124072 members 
Mstep: Class 2 contains 183922 members 
Entering Unmasked Estep 
Score: -38179436.000000 Penalty: 6268.366211
	Iteration 10F: 3 clusters Score -3.817944e+07 nChanged 13277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129051 members 
Mstep: Class 2 contains 178943 members 
Entering Unmasked Estep 
Score: -38183844.000000 Penalty: 6268.366211
	Iteration 11Q: 3 clusters Score -3.818384e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133479 members 
Mstep: Class 2 contains 174515 members 
Entering Unmasked Estep 
Score: -38186420.000000 Penalty: 6268.366211
	Iteration 12Q: 3 clusters Score -3.818642e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137499 members 
Mstep: Class 2 contains 170495 members 
Entering Unmasked Estep 
Score: -38188104.000000 Penalty: 6268.366211
	Iteration 13Q: 3 clusters Score -3.81881e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141594 members 
Mstep: Class 2 contains 166400 members 
Entering Unmasked Estep 
Score: -38190072.000000 Penalty: 6268.366211
	Iteration 14Q: 3 clusters Score -3.819007e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145584 members 
Mstep: Class 2 contains 162410 members 
Entering Unmasked Estep 
Score: -38192060.000000 Penalty: 6268.366211
	Iteration 15Q: 3 clusters Score -3.819206e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149167 members 
Mstep: Class 2 contains 158827 members 
Entering Unmasked Estep 
Score: -38193912.000000 Penalty: 6268.366211
	Iteration 16Q: 3 clusters Score -3.819391e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152279 members 
Mstep: Class 2 contains 155715 members 
Entering Unmasked Estep 
Score: -38195248.000000 Penalty: 6268.366211
	Iteration 17Q: 3 clusters Score -3.819525e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155208 members 
Mstep: Class 2 contains 152786 members 
Entering Unmasked Estep 
Score: -38196380.000000 Penalty: 6268.366211
	Iteration 18Q: 3 clusters Score -3.819638e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158177 members 
Mstep: Class 2 contains 149817 members 
Entering Unmasked Estep 
Score: -38196988.000000 Penalty: 6268.366211
	Iteration 19Q: 3 clusters Score -3.819699e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161390 members 
Mstep: Class 2 contains 146604 members 
Entering Unmasked Estep 
Score: -38197596.000000 Penalty: 6268.366211
	Iteration 20F: 3 clusters Score -3.81976e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164930 members 
Mstep: Class 2 contains 143064 members 
Entering Unmasked Estep 
Score: -38197952.000000 Penalty: 6268.366211
	Iteration 21Q: 3 clusters Score -3.819795e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168907 members 
Mstep: Class 2 contains 139087 members 
Entering Unmasked Estep 
Score: -38198348.000000 Penalty: 6268.366211
	Iteration 22Q: 3 clusters Score -3.819835e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173282 members 
Mstep: Class 2 contains 134712 members 
Entering Unmasked Estep 
Score: -38198392.000000 Penalty: 6268.366211
	Iteration 23Q: 3 clusters Score -3.819839e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178424 members 
Mstep: Class 2 contains 129570 members 
Entering Unmasked Estep 
Score: -38198780.000000 Penalty: 6268.366211
	Iteration 24Q: 3 clusters Score -3.819878e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184137 members 
Mstep: Class 2 contains 123857 members 
Entering Unmasked Estep 
Score: -38199048.000000 Penalty: 6268.366211
	Iteration 25Q: 3 clusters Score -3.819905e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190349 members 
Mstep: Class 2 contains 117645 members 
Entering Unmasked Estep 
Score: -38198912.000000 Penalty: 6268.366211
	Iteration 26Q: 3 clusters Score -3.819891e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197454 members 
Mstep: Class 2 contains 110540 members 
Entering Unmasked Estep 
Score: -38199296.000000 Penalty: 6268.366211
	Iteration 27Q: 3 clusters Score -3.81993e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205133 members 
Mstep: Class 2 contains 102861 members 
Entering Unmasked Estep 
Score: -38199712.000000 Penalty: 6268.366211
	Iteration 28Q: 3 clusters Score -3.819971e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213156 members 
Mstep: Class 2 contains 94838 members 
Entering Unmasked Estep 
Score: -38199492.000000 Penalty: 6268.366211
	Iteration 29Q: 3 clusters Score -3.819949e+07 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221730 members 
Mstep: Class 2 contains 86264 members 
Entering Unmasked Estep 
Score: -38199460.000000 Penalty: 6268.366211
	Iteration 30Q: 3 clusters Score -3.819946e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230382 members 
Mstep: Class 2 contains 77612 members 
Entering Unmasked Estep 
Score: -38199448.000000 Penalty: 6268.366211
	Iteration 31Q: 3 clusters Score -3.819945e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237930 members 
Mstep: Class 2 contains 70064 members 
Entering Unmasked Estep 
Score: -38199188.000000 Penalty: 6268.366211
	Iteration 32Q: 3 clusters Score -3.819919e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243838 members 
Mstep: Class 2 contains 64156 members 
Entering Unmasked Estep 
Score: -38198844.000000 Penalty: 6268.366211
	Iteration 33Q: 3 clusters Score -3.819884e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247905 members 
Mstep: Class 2 contains 60089 members 
Entering Unmasked Estep 
Score: -38198696.000000 Penalty: 6268.366211
	Iteration 34Q: 3 clusters Score -3.81987e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250341 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -38198520.000000 Penalty: 6268.366211
	Iteration 35Q: 3 clusters Score -3.819852e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251652 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
Score: -38198212.000000 Penalty: 6268.366211
	Iteration 36Q: 3 clusters Score -3.819821e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252304 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -38198504.000000 Penalty: 6268.366211
	Iteration 37Q: 3 clusters Score -3.81985e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252628 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
Score: -38198468.000000 Penalty: 6268.366211
	Iteration 38Q: 3 clusters Score -3.819847e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252801 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -38198488.000000 Penalty: 6268.366211
	Iteration 39Q: 3 clusters Score -3.819849e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252870 members 
Mstep: Class 2 contains 55124 members 
Entering Unmasked Estep 
Score: -38201964.000000 Penalty: 6268.366211
	Iteration 40F: 3 clusters Score -3.820196e+07 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261614 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -38204460.000000 Penalty: 6268.366211
	Iteration 41Q: 3 clusters Score -3.820446e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267870 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -38205256.000000 Penalty: 6268.366211
	Iteration 42Q: 3 clusters Score -3.820526e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272754 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -38206020.000000 Penalty: 6268.366211
	Iteration 43Q: 3 clusters Score -3.820602e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276748 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -38206404.000000 Penalty: 6268.366211
	Iteration 44Q: 3 clusters Score -3.82064e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280034 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -38206544.000000 Penalty: 6268.366211
	Iteration 45Q: 3 clusters Score -3.820654e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282867 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -38206624.000000 Penalty: 6268.366211
	Iteration 46Q: 3 clusters Score -3.820662e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285436 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -38206824.000000 Penalty: 6268.366211
	Iteration 47Q: 3 clusters Score -3.820682e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287611 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -38207092.000000 Penalty: 6268.366211
	Iteration 48Q: 3 clusters Score -3.820709e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289566 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -38207308.000000 Penalty: 6268.366211
	Iteration 49Q: 3 clusters Score -3.820731e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291149 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -38207356.000000 Penalty: 6268.366211
	Iteration 50Q: 3 clusters Score -3.820736e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292512 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -38207424.000000 Penalty: 6268.366211
	Iteration 51Q: 3 clusters Score -3.820742e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293722 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -38207484.000000 Penalty: 6268.366211
	Iteration 52Q: 3 clusters Score -3.820748e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294737 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -38207648.000000 Penalty: 6268.366211
	Iteration 53Q: 3 clusters Score -3.820765e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295546 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -38207588.000000 Penalty: 6268.366211
	Iteration 54Q: 3 clusters Score -3.820759e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296271 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -38207552.000000 Penalty: 6268.366211
	Iteration 55Q: 3 clusters Score -3.820755e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296885 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -38207484.000000 Penalty: 6268.366211
	Iteration 56Q: 3 clusters Score -3.820748e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297389 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -38207376.000000 Penalty: 6268.366211
	Iteration 57Q: 3 clusters Score -3.820738e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297817 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -38207348.000000 Penalty: 6268.366211
	Iteration 58Q: 3 clusters Score -3.820735e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298201 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -38207456.000000 Penalty: 6268.366211
	Iteration 59Q: 3 clusters Score -3.820746e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298531 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -38207460.000000 Penalty: 6268.366211
	Iteration 60F: 3 clusters Score -3.820746e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298837 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -38207580.000000 Penalty: 6268.366211
	Iteration 61Q: 3 clusters Score -3.820758e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299106 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -38207460.000000 Penalty: 6268.366211
	Iteration 62Q: 3 clusters Score -3.820746e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299341 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -38207420.000000 Penalty: 6268.366211
	Iteration 63Q: 3 clusters Score -3.820742e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299549 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -38207408.000000 Penalty: 6268.366211
	Iteration 64Q: 3 clusters Score -3.820741e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299746 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -38207424.000000 Penalty: 6268.366211
	Iteration 65Q: 3 clusters Score -3.820742e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299926 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -38207512.000000 Penalty: 6268.366211
	Iteration 66Q: 3 clusters Score -3.820751e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300088 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -38207476.000000 Penalty: 6268.366211
	Iteration 67Q: 3 clusters Score -3.820748e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300241 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -38207412.000000 Penalty: 6268.366211
	Iteration 68Q: 3 clusters Score -3.820741e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300373 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -38207412.000000 Penalty: 6268.366211
	Iteration 69Q: 3 clusters Score -3.820741e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300476 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -38207468.000000 Penalty: 6268.366211
	Iteration 70Q: 3 clusters Score -3.820747e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300590 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -38207508.000000 Penalty: 6268.366211
	Iteration 71Q: 3 clusters Score -3.820751e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300706 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -38207564.000000 Penalty: 6268.366211
	Iteration 72Q: 3 clusters Score -3.820756e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300803 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -38207604.000000 Penalty: 6268.366211
	Iteration 73Q: 3 clusters Score -3.82076e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300901 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -38207556.000000 Penalty: 6268.366211
	Iteration 74Q: 3 clusters Score -3.820756e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300993 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -38207592.000000 Penalty: 6268.366211
	Iteration 75Q: 3 clusters Score -3.820759e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301061 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -38207568.000000 Penalty: 6268.366211
	Iteration 76Q: 3 clusters Score -3.820757e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301117 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -38207560.000000 Penalty: 6268.366211
	Iteration 77Q: 3 clusters Score -3.820756e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301163 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -38207588.000000 Penalty: 6268.366211
	Iteration 78Q: 3 clusters Score -3.820759e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301205 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -38207600.000000 Penalty: 6268.366211
	Iteration 79Q: 3 clusters Score -3.82076e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301240 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -38207588.000000 Penalty: 6268.366211
	Iteration 80F: 3 clusters Score -3.820759e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301285 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -38207588.000000 Penalty: 6268.366211
	Iteration 81Q: 3 clusters Score -3.820759e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301330 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -38207580.000000 Penalty: 6268.366211
	Iteration 82Q: 3 clusters Score -3.820758e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301368 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -38207612.000000 Penalty: 6268.366211
	Iteration 83Q: 3 clusters Score -3.820761e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301410 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -38207616.000000 Penalty: 6268.366211
	Iteration 84Q: 3 clusters Score -3.820762e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301452 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -38207656.000000 Penalty: 6268.366211
	Iteration 85Q: 3 clusters Score -3.820766e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301491 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -38207660.000000 Penalty: 6268.366211
	Iteration 86Q: 3 clusters Score -3.820766e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301521 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -38207624.000000 Penalty: 6268.366211
	Iteration 87Q: 3 clusters Score -3.820762e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301547 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -38207604.000000 Penalty: 6268.366211
	Iteration 88Q: 3 clusters Score -3.82076e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301568 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -38207584.000000 Penalty: 6268.366211
	Iteration 89Q: 3 clusters Score -3.820758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301579 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -38207564.000000 Penalty: 6268.366211
	Iteration 90Q: 3 clusters Score -3.820756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301589 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -38207544.000000 Penalty: 6268.366211
	Iteration 91Q: 3 clusters Score -3.820754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301598 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -38207564.000000 Penalty: 6268.366211
	Iteration 92Q: 3 clusters Score -3.820756e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301615 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -38207612.000000 Penalty: 6268.366211
	Iteration 93Q: 3 clusters Score -3.820761e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301630 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -38207604.000000 Penalty: 6268.366211
	Iteration 94Q: 3 clusters Score -3.82076e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301645 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -38207612.000000 Penalty: 6268.366211
	Iteration 95Q: 3 clusters Score -3.820761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301657 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -38207600.000000 Penalty: 6268.366211
	Iteration 96Q: 3 clusters Score -3.82076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301663 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -38207584.000000 Penalty: 6268.366211
	Iteration 97Q: 3 clusters Score -3.820758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301664 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -38207588.000000 Penalty: 6268.366211
	Iteration 98Q: 3 clusters Score -3.820759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301665 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -38207592.000000 Penalty: 6268.366211
	Iteration 99Q: 3 clusters Score -3.820759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301666 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -38207608.000000 Penalty: 6268.366211
	Iteration 100F: 3 clusters Score -3.820761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301671 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -38207616.000000 Penalty: 6268.366211
	Iteration 101Q: 3 clusters Score -3.820762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301675 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -38207592.000000 Penalty: 6268.366211
	Iteration 102Q: 3 clusters Score -3.820759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301681 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -38207600.000000 Penalty: 6268.366211
	Iteration 103Q: 3 clusters Score -3.82076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301682 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -38207616.000000 Penalty: 6268.366211
	Iteration 104Q: 3 clusters Score -3.820762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301682 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -38207616.000000 Penalty: 6268.366211
	Iteration 105F: 3 clusters Score -3.820762e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Entering Unmasked Estep 
Score: -1656472.500000 Penalty: 2358.975830
	Iteration 0F: 2 clusters Score -1656472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1646551.125000 Penalty: 4717.951660
	Iteration 0F: 3 clusters Score -1646551 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1649593.000000 Penalty: 4717.951660
	Iteration 1F: 3 clusters Score -1649593 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1649986.750000 Penalty: 4717.951660
	Iteration 2F: 3 clusters Score -1649987 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1650344.000000 Penalty: 4717.951660
	Iteration 3F: 3 clusters Score -1650344 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1650760.125000 Penalty: 4717.951660
	Iteration 4F: 3 clusters Score -1650760 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1651261.625000 Penalty: 4717.951660
	Iteration 5F: 3 clusters Score -1651262 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1651809.000000 Penalty: 4717.951660
	Iteration 6F: 3 clusters Score -1651809 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1652490.375000 Penalty: 4717.951660
	Iteration 7F: 3 clusters Score -1652490 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1653194.750000 Penalty: 4717.951660
	Iteration 8F: 3 clusters Score -1653195 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1653763.625000 Penalty: 4717.951660
	Iteration 9F: 3 clusters Score -1653764 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1654126.750000 Penalty: 4717.951660
	Iteration 10Q: 3 clusters Score -1654127 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1654337.250000 Penalty: 4717.951660
	Iteration 11Q: 3 clusters Score -1654337 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1654463.625000 Penalty: 4717.951660
	Iteration 12Q: 3 clusters Score -1654464 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1654568.125000 Penalty: 4717.951660
	Iteration 13Q: 3 clusters Score -1654568 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1654649.000000 Penalty: 4717.951660
	Iteration 14Q: 3 clusters Score -1654649 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1654718.500000 Penalty: 4717.951660
	Iteration 15Q: 3 clusters Score -1654718 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1654769.000000 Penalty: 4717.951660
	Iteration 16Q: 3 clusters Score -1654769 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1654805.125000 Penalty: 4717.951660
	Iteration 17Q: 3 clusters Score -1654805 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1654836.500000 Penalty: 4717.951660
	Iteration 18Q: 3 clusters Score -1654836 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1654863.375000 Penalty: 4717.951660
	Iteration 19Q: 3 clusters Score -1654863 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1654883.750000 Penalty: 4717.951660
	Iteration 20F: 3 clusters Score -1654884 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1654900.500000 Penalty: 4717.951660
	Iteration 21Q: 3 clusters Score -1654900 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1654925.000000 Penalty: 4717.951660
	Iteration 22Q: 3 clusters Score -1654925 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1654943.125000 Penalty: 4717.951660
	Iteration 23Q: 3 clusters Score -1654943 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1654960.875000 Penalty: 4717.951660
	Iteration 24Q: 3 clusters Score -1654961 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1654973.750000 Penalty: 4717.951660
	Iteration 25Q: 3 clusters Score -1654974 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1654980.625000 Penalty: 4717.951660
	Iteration 26Q: 3 clusters Score -1654981 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1654987.750000 Penalty: 4717.951660
	Iteration 27Q: 3 clusters Score -1654988 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1655004.375000 Penalty: 4717.951660
	Iteration 28Q: 3 clusters Score -1655004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1655008.000000 Penalty: 4717.951660
	Iteration 29Q: 3 clusters Score -1655008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1655013.875000 Penalty: 4717.951660
	Iteration 30Q: 3 clusters Score -1655014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1655018.500000 Penalty: 4717.951660
	Iteration 31Q: 3 clusters Score -1655018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1655029.875000 Penalty: 4717.951660
	Iteration 32Q: 3 clusters Score -1655030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1655035.375000 Penalty: 4717.951660
	Iteration 33Q: 3 clusters Score -1655035 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1655041.000000 Penalty: 4717.951660
	Iteration 34Q: 3 clusters Score -1655041 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1655042.750000 Penalty: 4717.951660
	Iteration 35Q: 3 clusters Score -1655043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1655049.000000 Penalty: 4717.951660
	Iteration 36Q: 3 clusters Score -1655049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1655052.875000 Penalty: 4717.951660
	Iteration 37Q: 3 clusters Score -1655053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1655053.000000 Penalty: 4717.951660
	Iteration 38Q: 3 clusters Score -1655053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1655056.500000 Penalty: 4717.951660
	Iteration 39Q: 3 clusters Score -1655056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1655062.000000 Penalty: 4717.951660
	Iteration 40F: 3 clusters Score -1655062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1655067.000000 Penalty: 4717.951660
	Iteration 41Q: 3 clusters Score -1655067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1655073.375000 Penalty: 4717.951660
	Iteration 42Q: 3 clusters Score -1655073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1655076.875000 Penalty: 4717.951660
	Iteration 43Q: 3 clusters Score -1655077 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1655085.875000 Penalty: 4717.951660
	Iteration 44Q: 3 clusters Score -1655086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1655089.750000 Penalty: 4717.951660
	Iteration 45Q: 3 clusters Score -1655090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1655093.875000 Penalty: 4717.951660
	Iteration 46Q: 3 clusters Score -1655094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1655098.000000 Penalty: 4717.951660
	Iteration 47Q: 3 clusters Score -1655098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1655108.375000 Penalty: 4717.951660
	Iteration 48Q: 3 clusters Score -1655108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1655106.250000 Penalty: 4717.951660
	Iteration 49Q: 3 clusters Score -1655106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1655113.500000 Penalty: 4717.951660
	Iteration 50Q: 3 clusters Score -1655114 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1655125.375000 Penalty: 4717.951660
	Iteration 51Q: 3 clusters Score -1655125 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1655138.875000 Penalty: 4717.951660
	Iteration 52Q: 3 clusters Score -1655139 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1655158.500000 Penalty: 4717.951660
	Iteration 53Q: 3 clusters Score -1655158 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1655172.125000 Penalty: 4717.951660
	Iteration 54Q: 3 clusters Score -1655172 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1655194.625000 Penalty: 4717.951660
	Iteration 55Q: 3 clusters Score -1655195 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1655218.375000 Penalty: 4717.951660
	Iteration 56Q: 3 clusters Score -1655218 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1655246.375000 Penalty: 4717.951660
	Iteration 57Q: 3 clusters Score -1655246 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1655256.375000 Penalty: 4717.951660
	Iteration 58Q: 3 clusters Score -1655256 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1655272.125000 Penalty: 4717.951660
	Iteration 59Q: 3 clusters Score -1655272 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1655287.875000 Penalty: 4717.951660
	Iteration 60F: 3 clusters Score -1655288 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1655301.250000 Penalty: 4717.951660
	Iteration 61Q: 3 clusters Score -1655301 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1655324.500000 Penalty: 4717.951660
	Iteration 62Q: 3 clusters Score -1655324 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1655344.375000 Penalty: 4717.951660
	Iteration 63Q: 3 clusters Score -1655344 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1655362.125000 Penalty: 4717.951660
	Iteration 64Q: 3 clusters Score -1655362 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1655390.375000 Penalty: 4717.951660
	Iteration 65Q: 3 clusters Score -1655390 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1655423.000000 Penalty: 4717.951660
	Iteration 66Q: 3 clusters Score -1655423 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1655460.875000 Penalty: 4717.951660
	Iteration 67Q: 3 clusters Score -1655461 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1655497.875000 Penalty: 4717.951660
	Iteration 68Q: 3 clusters Score -1655498 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1655541.875000 Penalty: 4717.951660
	Iteration 69Q: 3 clusters Score -1655542 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1655584.750000 Penalty: 4717.951660
	Iteration 70Q: 3 clusters Score -1655585 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1655627.500000 Penalty: 4717.951660
	Iteration 71Q: 3 clusters Score -1655628 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1655682.375000 Penalty: 4717.951660
	Iteration 72Q: 3 clusters Score -1655682 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1655727.375000 Penalty: 4717.951660
	Iteration 73Q: 3 clusters Score -1655727 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1655790.000000 Penalty: 4717.951660
	Iteration 74Q: 3 clusters Score -1655790 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1655850.375000 Penalty: 4717.951660
	Iteration 75Q: 3 clusters Score -1655850 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1655920.375000 Penalty: 4717.951660
	Iteration 76Q: 3 clusters Score -1655920 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1656018.125000 Penalty: 4717.951660
	Iteration 77Q: 3 clusters Score -1656018 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1656120.500000 Penalty: 4717.951660
	Iteration 78Q: 3 clusters Score -1656120 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1656199.875000 Penalty: 4717.951660
	Iteration 79Q: 3 clusters Score -1656200 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1656253.875000 Penalty: 4717.951660
	Iteration 80F: 3 clusters Score -1656254 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1656301.125000 Penalty: 4717.951660
	Iteration 81Q: 3 clusters Score -1656301 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1656344.375000 Penalty: 4717.951660
	Iteration 82Q: 3 clusters Score -1656344 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1656387.125000 Penalty: 4717.951660
	Iteration 83Q: 3 clusters Score -1656387 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1656423.500000 Penalty: 4717.951660
	Iteration 84Q: 3 clusters Score -1656424 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1656445.875000 Penalty: 4717.951660
	Iteration 85Q: 3 clusters Score -1656446 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1656468.500000 Penalty: 4717.951660
	Iteration 86Q: 3 clusters Score -1656468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1656491.750000 Penalty: 4717.951660
	Iteration 87Q: 3 clusters Score -1656492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1656498.125000 Penalty: 4717.951660
	Iteration 88Q: 3 clusters Score -1656498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1656508.875000 Penalty: 4717.951660
	Iteration 89Q: 3 clusters Score -1656509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1656520.875000 Penalty: 4717.951660
	Iteration 90Q: 3 clusters Score -1656521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1656525.000000 Penalty: 4717.951660
	Iteration 91Q: 3 clusters Score -1656525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1656520.250000 Penalty: 4717.951660
	Iteration 92Q: 3 clusters Score -1656520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1656522.125000 Penalty: 4717.951660
	Iteration 93Q: 3 clusters Score -1656522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1656524.875000 Penalty: 4717.951660
	Iteration 94Q: 3 clusters Score -1656525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1656524.750000 Penalty: 4717.951660
	Iteration 95Q: 3 clusters Score -1656525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1656528.125000 Penalty: 4717.951660
	Iteration 96Q: 3 clusters Score -1656528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1656527.000000 Penalty: 4717.951660
	Iteration 97Q: 3 clusters Score -1656527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1656534.250000 Penalty: 4717.951660
	Iteration 98Q: 3 clusters Score -1656534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1656533.625000 Penalty: 4717.951660
	Iteration 99Q: 3 clusters Score -1656534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1656534.375000 Penalty: 4717.951660
	Iteration 100F: 3 clusters Score -1656534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1656531.500000 Penalty: 4717.951660
	Iteration 101Q: 3 clusters Score -1656532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1656530.750000 Penalty: 4717.951660
	Iteration 102Q: 3 clusters Score -1656531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1656530.375000 Penalty: 4717.951660
	Iteration 103Q: 3 clusters Score -1656530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1656533.250000 Penalty: 4717.951660
	Iteration 104Q: 3 clusters Score -1656533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1656532.875000 Penalty: 4717.951660
	Iteration 105Q: 3 clusters Score -1656533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1656535.500000 Penalty: 4717.951660
	Iteration 106Q: 3 clusters Score -1656536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1656534.625000 Penalty: 4717.951660
	Iteration 107Q: 3 clusters Score -1656535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1656540.500000 Penalty: 4717.951660
	Iteration 108Q: 3 clusters Score -1656540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1656540.750000 Penalty: 4717.951660
	Iteration 109Q: 3 clusters Score -1656541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1656543.250000 Penalty: 4717.951660
	Iteration 110Q: 3 clusters Score -1656543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1656543.125000 Penalty: 4717.951660
	Iteration 111Q: 3 clusters Score -1656543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1656541.250000 Penalty: 4717.951660
	Iteration 112Q: 3 clusters Score -1656541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1656547.125000 Penalty: 4717.951660
	Iteration 113Q: 3 clusters Score -1656547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1656542.875000 Penalty: 4717.951660
	Iteration 114Q: 3 clusters Score -1656543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1656544.625000 Penalty: 4717.951660
	Iteration 115Q: 3 clusters Score -1656545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1656544.625000 Penalty: 4717.951660
	Iteration 116F: 3 clusters Score -1656545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 291970 members 
Mstep: Class 2 contains 57220 members 
Mstep: Class 3 contains 16851 members 
Mstep: Class 4 contains 307994 members 
Mstep: Class 5 contains 3479 members 
Mstep: Class 6 contains 23248 members 
Mstep: Class 7 contains 8180 members 
Mstep: Class 8 contains 105792 members 
Mstep: Class 9 contains 31032 members 
Mstep: Class 10 contains 78863 members 
Mstep: Class 11 contains 20759 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 21529 members 
Mstep: Class 14 contains 23189 members 
Mstep: Class 15 contains 99651 members 
Mstep: Class 16 contains 1061 members 
Mstep: Class 17 contains 14370 members 
Mstep: Class 18 contains 10042 members 
Mstep: Class 19 contains 3530 members 
Mstep: Class 20 contains 18024 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 3918 members 
Mstep: Class 23 contains 8767 members 
Mstep: Class 24 contains 9176 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 108412 members 
Entering Unmasked Estep 
Score: -154604064.000000 Penalty: 90644.539062
Splitting cluster 5 changes total score from -154605280.000000 to -154604064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (23248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Entering Unmasked Estep 
Score: -2837122.500000 Penalty: 2493.385498
	Iteration 0F: 2 clusters Score -2837122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2820945.000000 Penalty: 4986.770996
	Iteration 0F: 3 clusters Score -2820945 nChanged 10378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2826424.000000 Penalty: 4986.770996
	Iteration 1F: 3 clusters Score -2826424 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2826780.250000 Penalty: 4986.770996
	Iteration 2Q: 3 clusters Score -2826780 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2827096.250000 Penalty: 4986.770996
	Iteration 3Q: 3 clusters Score -2827096 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2827387.750000 Penalty: 4986.770996
	Iteration 4Q: 3 clusters Score -2827388 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2827737.500000 Penalty: 4986.770996
	Iteration 5Q: 3 clusters Score -2827738 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2828174.000000 Penalty: 4986.770996
	Iteration 6Q: 3 clusters Score -2828174 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2828762.000000 Penalty: 4986.770996
	Iteration 7Q: 3 clusters Score -2828762 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2829501.750000 Penalty: 4986.770996
	Iteration 8F: 3 clusters Score -2829502 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2830450.500000 Penalty: 4986.770996
	Iteration 9F: 3 clusters Score -2830450 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -2831554.250000 Penalty: 4986.770996
	Iteration 10F: 3 clusters Score -2831554 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2832600.250000 Penalty: 4986.770996
	Iteration 11F: 3 clusters Score -2832600 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2833382.250000 Penalty: 4986.770996
	Iteration 12Q: 3 clusters Score -2833382 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2833912.000000 Penalty: 4986.770996
	Iteration 13Q: 3 clusters Score -2833912 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2834260.250000 Penalty: 4986.770996
	Iteration 14Q: 3 clusters Score -2834260 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2834467.000000 Penalty: 4986.770996
	Iteration 15Q: 3 clusters Score -2834467 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2834591.250000 Penalty: 4986.770996
	Iteration 16Q: 3 clusters Score -2834591 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2834680.250000 Penalty: 4986.770996
	Iteration 17Q: 3 clusters Score -2834680 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2834758.000000 Penalty: 4986.770996
	Iteration 18Q: 3 clusters Score -2834758 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2834833.750000 Penalty: 4986.770996
	Iteration 19Q: 3 clusters Score -2834834 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2834886.500000 Penalty: 4986.770996
	Iteration 20F: 3 clusters Score -2834886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2834924.000000 Penalty: 4986.770996
	Iteration 21Q: 3 clusters Score -2834924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2834944.250000 Penalty: 4986.770996
	Iteration 22Q: 3 clusters Score -2834944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2834971.000000 Penalty: 4986.770996
	Iteration 23Q: 3 clusters Score -2834971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2834983.500000 Penalty: 4986.770996
	Iteration 24Q: 3 clusters Score -2834984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2834991.500000 Penalty: 4986.770996
	Iteration 25Q: 3 clusters Score -2834992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2834997.000000 Penalty: 4986.770996
	Iteration 26Q: 3 clusters Score -2834997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2835001.750000 Penalty: 4986.770996
	Iteration 27Q: 3 clusters Score -2835002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2835005.000000 Penalty: 4986.770996
	Iteration 28Q: 3 clusters Score -2835005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2835006.000000 Penalty: 4986.770996
	Iteration 29Q: 3 clusters Score -2835006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2835013.750000 Penalty: 4986.770996
	Iteration 30Q: 3 clusters Score -2835014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2835016.250000 Penalty: 4986.770996
	Iteration 31Q: 3 clusters Score -2835016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2835017.250000 Penalty: 4986.770996
	Iteration 32Q: 3 clusters Score -2835017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2835020.250000 Penalty: 4986.770996
	Iteration 33Q: 3 clusters Score -2835020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2835020.250000 Penalty: 4986.770996
	Iteration 34F: 3 clusters Score -2835020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Entering Unmasked Estep 
Score: -841500.187500 Penalty: 2234.342773
	Iteration 0F: 2 clusters Score -841500.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -835033.437500 Penalty: 4468.685547
	Iteration 0F: 3 clusters Score -835033.4 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -836979.437500 Penalty: 4468.685547
	Iteration 1F: 3 clusters Score -836979.4 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -837789.750000 Penalty: 4468.685547
	Iteration 2F: 3 clusters Score -837789.8 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -838632.437500 Penalty: 4468.685547
	Iteration 3F: 3 clusters Score -838632.4 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -839492.812500 Penalty: 4468.685547
	Iteration 4F: 3 clusters Score -839492.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -840309.125000 Penalty: 4468.685547
	Iteration 5F: 3 clusters Score -840309.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -840947.437500 Penalty: 4468.685547
	Iteration 6F: 3 clusters Score -840947.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -841319.062500 Penalty: 4468.685547
	Iteration 7F: 3 clusters Score -841319.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -841543.437500 Penalty: 4468.685547
	Iteration 8Q: 3 clusters Score -841543.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -841715.000000 Penalty: 4468.685547
	Iteration 9Q: 3 clusters Score -841715 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -841859.812500 Penalty: 4468.685547
	Iteration 10Q: 3 clusters Score -841859.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -841970.750000 Penalty: 4468.685547
	Iteration 11Q: 3 clusters Score -841970.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -842026.437500 Penalty: 4468.685547
	Iteration 12Q: 3 clusters Score -842026.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -842063.937500 Penalty: 4468.685547
	Iteration 13Q: 3 clusters Score -842063.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -842093.375000 Penalty: 4468.685547
	Iteration 14Q: 3 clusters Score -842093.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -842113.125000 Penalty: 4468.685547
	Iteration 15Q: 3 clusters Score -842113.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -842129.062500 Penalty: 4468.685547
	Iteration 16Q: 3 clusters Score -842129.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -842141.000000 Penalty: 4468.685547
	Iteration 17Q: 3 clusters Score -842141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -842147.562500 Penalty: 4468.685547
	Iteration 18Q: 3 clusters Score -842147.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -842151.187500 Penalty: 4468.685547
	Iteration 19Q: 3 clusters Score -842151.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -842156.125000 Penalty: 4468.685547
	Iteration 20F: 3 clusters Score -842156.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -842162.187500 Penalty: 4468.685547
	Iteration 21Q: 3 clusters Score -842162.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -842165.187500 Penalty: 4468.685547
	Iteration 22Q: 3 clusters Score -842165.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -842166.562500 Penalty: 4468.685547
	Iteration 23Q: 3 clusters Score -842166.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -842167.250000 Penalty: 4468.685547
	Iteration 24Q: 3 clusters Score -842167.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -842168.812500 Penalty: 4468.685547
	Iteration 25Q: 3 clusters Score -842168.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -842169.562500 Penalty: 4468.685547
	Iteration 26Q: 3 clusters Score -842169.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -842170.750000 Penalty: 4468.685547
	Iteration 27Q: 3 clusters Score -842170.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -842171.187500 Penalty: 4468.685547
	Iteration 28Q: 3 clusters Score -842171.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -842172.937500 Penalty: 4468.685547
	Iteration 29Q: 3 clusters Score -842172.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -842173.875000 Penalty: 4468.685547
	Iteration 30Q: 3 clusters Score -842173.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -842179.250000 Penalty: 4468.685547
	Iteration 31Q: 3 clusters Score -842179.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -842179.062500 Penalty: 4468.685547
	Iteration 32Q: 3 clusters Score -842179.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -842178.812500 Penalty: 4468.685547
	Iteration 33Q: 3 clusters Score -842178.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -842178.937500 Penalty: 4468.685547
	Iteration 34Q: 3 clusters Score -842178.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -842178.937500 Penalty: 4468.685547
	Iteration 35F: 3 clusters Score -842178.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 291970 members 
Mstep: Class 2 contains 57220 members 
Mstep: Class 3 contains 16851 members 
Mstep: Class 4 contains 307994 members 
Mstep: Class 5 contains 13521 members 
Mstep: Class 6 contains 23248 members 
Mstep: Class 7 contains 5513 members 
Mstep: Class 8 contains 105792 members 
Mstep: Class 9 contains 31032 members 
Mstep: Class 10 contains 78863 members 
Mstep: Class 11 contains 20759 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 21529 members 
Mstep: Class 14 contains 23189 members 
Mstep: Class 15 contains 99651 members 
Mstep: Class 16 contains 1061 members 
Mstep: Class 17 contains 14370 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 3530 members 
Mstep: Class 20 contains 18024 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 3918 members 
Mstep: Class 23 contains 8767 members 
Mstep: Class 24 contains 9176 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 108412 members 
Entering Unmasked Estep 
Score: -154604144.000000 Penalty: 90644.539062
Splitting cluster 7 changes total score from -154605280.000000 to -154604144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (105792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105792 members 
Entering Unmasked Estep 
Score: -13295327.000000 Penalty: 2869.168945
	Iteration 0F: 2 clusters Score -1.329533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53070 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -13224458.000000 Penalty: 5738.337891
	Iteration 0F: 3 clusters Score -1.322446e+07 nChanged 50230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54120 members 
Mstep: Class 2 contains 51672 members 
Entering Unmasked Estep 
Score: -13253419.000000 Penalty: 5738.337891
	Iteration 1F: 3 clusters Score -1.325342e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55159 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -13254077.000000 Penalty: 5738.337891
	Iteration 2Q: 3 clusters Score -1.325408e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56674 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -13254886.000000 Penalty: 5738.337891
	Iteration 3Q: 3 clusters Score -1.325489e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -13255945.000000 Penalty: 5738.337891
	Iteration 4Q: 3 clusters Score -1.325594e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -13257754.000000 Penalty: 5738.337891
	Iteration 5Q: 3 clusters Score -1.325775e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67466 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -13260582.000000 Penalty: 5738.337891
	Iteration 6F: 3 clusters Score -1.326058e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74081 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -13265194.000000 Penalty: 5738.337891
	Iteration 7F: 3 clusters Score -1.326519e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -13271784.000000 Penalty: 5738.337891
	Iteration 8F: 3 clusters Score -1.327178e+07 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90501 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -13279387.000000 Penalty: 5738.337891
	Iteration 9F: 3 clusters Score -1.327939e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97295 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -13285905.000000 Penalty: 5738.337891
	Iteration 10F: 3 clusters Score -1.32859e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101439 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -13289785.000000 Penalty: 5738.337891
	Iteration 11Q: 3 clusters Score -1.328978e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103476 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -13291596.000000 Penalty: 5738.337891
	Iteration 12Q: 3 clusters Score -1.32916e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104344 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -13292361.000000 Penalty: 5738.337891
	Iteration 13Q: 3 clusters Score -1.329236e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104668 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -13292748.000000 Penalty: 5738.337891
	Iteration 14Q: 3 clusters Score -1.329275e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104795 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -13292927.000000 Penalty: 5738.337891
	Iteration 15Q: 3 clusters Score -1.329293e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104837 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -13293069.000000 Penalty: 5738.337891
	Iteration 16Q: 3 clusters Score -1.329307e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104850 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -13293135.000000 Penalty: 5738.337891
	Iteration 17Q: 3 clusters Score -1.329314e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104844 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -13293227.000000 Penalty: 5738.337891
	Iteration 18Q: 3 clusters Score -1.329323e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104837 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -13293291.000000 Penalty: 5738.337891
	Iteration 19Q: 3 clusters Score -1.329329e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104810 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -13293324.000000 Penalty: 5738.337891
	Iteration 20F: 3 clusters Score -1.329332e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104791 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -13293353.000000 Penalty: 5738.337891
	Iteration 21Q: 3 clusters Score -1.329335e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104774 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -13293386.000000 Penalty: 5738.337891
	Iteration 22Q: 3 clusters Score -1.329339e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104749 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -13293404.000000 Penalty: 5738.337891
	Iteration 23Q: 3 clusters Score -1.32934e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104724 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -13293424.000000 Penalty: 5738.337891
	Iteration 24Q: 3 clusters Score -1.329342e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104698 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -13293450.000000 Penalty: 5738.337891
	Iteration 25Q: 3 clusters Score -1.329345e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104679 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -13293468.000000 Penalty: 5738.337891
	Iteration 26Q: 3 clusters Score -1.329347e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104659 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -13293482.000000 Penalty: 5738.337891
	Iteration 27Q: 3 clusters Score -1.329348e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104660 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -13293519.000000 Penalty: 5738.337891
	Iteration 28Q: 3 clusters Score -1.329352e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104663 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -13293506.000000 Penalty: 5738.337891
	Iteration 29Q: 3 clusters Score -1.329351e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104660 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -13293531.000000 Penalty: 5738.337891
	Iteration 30Q: 3 clusters Score -1.329353e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -13293543.000000 Penalty: 5738.337891
	Iteration 31Q: 3 clusters Score -1.329354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104648 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -13293553.000000 Penalty: 5738.337891
	Iteration 32Q: 3 clusters Score -1.329355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104650 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -13293570.000000 Penalty: 5738.337891
	Iteration 33Q: 3 clusters Score -1.329357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104648 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -13293583.000000 Penalty: 5738.337891
	Iteration 34Q: 3 clusters Score -1.329358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104645 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -13293593.000000 Penalty: 5738.337891
	Iteration 35Q: 3 clusters Score -1.329359e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104646 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -13293587.000000 Penalty: 5738.337891
	Iteration 36Q: 3 clusters Score -1.329359e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104641 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -13293585.000000 Penalty: 5738.337891
	Iteration 37Q: 3 clusters Score -1.329358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104640 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -13293617.000000 Penalty: 5738.337891
	Iteration 38Q: 3 clusters Score -1.329362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104642 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -13293613.000000 Penalty: 5738.337891
	Iteration 39Q: 3 clusters Score -1.329361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104640 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -13293623.000000 Penalty: 5738.337891
	Iteration 40F: 3 clusters Score -1.329362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104640 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -13293614.000000 Penalty: 5738.337891
	Iteration 41Q: 3 clusters Score -1.329361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104638 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -13293631.000000 Penalty: 5738.337891
	Iteration 42Q: 3 clusters Score -1.329363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104634 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -13293620.000000 Penalty: 5738.337891
	Iteration 43Q: 3 clusters Score -1.329362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104631 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -13293623.000000 Penalty: 5738.337891
	Iteration 44Q: 3 clusters Score -1.329362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104629 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -13293632.000000 Penalty: 5738.337891
	Iteration 45Q: 3 clusters Score -1.329363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104627 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -13293634.000000 Penalty: 5738.337891
	Iteration 46Q: 3 clusters Score -1.329363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104626 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -13293638.000000 Penalty: 5738.337891
	Iteration 47Q: 3 clusters Score -1.329364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104626 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -13293638.000000 Penalty: 5738.337891
	Iteration 48F: 3 clusters Score -1.329364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Entering Unmasked Estep 
Score: -3516521.500000 Penalty: 2565.008057
	Iteration 0F: 2 clusters Score -3516522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -3495355.000000 Penalty: 5130.016113
	Iteration 0F: 3 clusters Score -3495355 nChanged 13945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -3502946.500000 Penalty: 5130.016113
	Iteration 1F: 3 clusters Score -3502946 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -3503554.500000 Penalty: 5130.016113
	Iteration 2F: 3 clusters Score -3503554 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -3504245.500000 Penalty: 5130.016113
	Iteration 3Q: 3 clusters Score -3504246 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3504969.750000 Penalty: 5130.016113
	Iteration 4Q: 3 clusters Score -3504970 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -3505726.250000 Penalty: 5130.016113
	Iteration 5Q: 3 clusters Score -3505726 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -3506541.250000 Penalty: 5130.016113
	Iteration 6Q: 3 clusters Score -3506541 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3507416.500000 Penalty: 5130.016113
	Iteration 7F: 3 clusters Score -3507416 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -3508352.500000 Penalty: 5130.016113
	Iteration 8F: 3 clusters Score -3508352 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -3509221.500000 Penalty: 5130.016113
	Iteration 9Q: 3 clusters Score -3509222 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -3509986.500000 Penalty: 5130.016113
	Iteration 10Q: 3 clusters Score -3509986 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -3510611.750000 Penalty: 5130.016113
	Iteration 11Q: 3 clusters Score -3510612 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -3511047.250000 Penalty: 5130.016113
	Iteration 12Q: 3 clusters Score -3511047 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -3511383.000000 Penalty: 5130.016113
	Iteration 13Q: 3 clusters Score -3511383 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -3511634.750000 Penalty: 5130.016113
	Iteration 14Q: 3 clusters Score -3511635 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3511868.500000 Penalty: 5130.016113
	Iteration 15Q: 3 clusters Score -3511868 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -3512089.250000 Penalty: 5130.016113
	Iteration 16Q: 3 clusters Score -3512089 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -3512260.750000 Penalty: 5130.016113
	Iteration 17Q: 3 clusters Score -3512261 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3512410.500000 Penalty: 5130.016113
	Iteration 18Q: 3 clusters Score -3512410 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -3512566.500000 Penalty: 5130.016113
	Iteration 19Q: 3 clusters Score -3512566 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3512706.000000 Penalty: 5130.016113
	Iteration 20F: 3 clusters Score -3512706 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -3512834.500000 Penalty: 5130.016113
	Iteration 21Q: 3 clusters Score -3512834 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -3512990.250000 Penalty: 5130.016113
	Iteration 22Q: 3 clusters Score -3512990 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3513148.500000 Penalty: 5130.016113
	Iteration 23Q: 3 clusters Score -3513148 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -3513285.000000 Penalty: 5130.016113
	Iteration 24Q: 3 clusters Score -3513285 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -3513415.000000 Penalty: 5130.016113
	Iteration 25Q: 3 clusters Score -3513415 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3513534.250000 Penalty: 5130.016113
	Iteration 26Q: 3 clusters Score -3513534 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -3513641.750000 Penalty: 5130.016113
	Iteration 27Q: 3 clusters Score -3513642 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -3513724.000000 Penalty: 5130.016113
	Iteration 28Q: 3 clusters Score -3513724 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -3513833.500000 Penalty: 5130.016113
	Iteration 29Q: 3 clusters Score -3513834 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -3513931.250000 Penalty: 5130.016113
	Iteration 30Q: 3 clusters Score -3513931 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -3514004.250000 Penalty: 5130.016113
	Iteration 31Q: 3 clusters Score -3514004 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -3514073.250000 Penalty: 5130.016113
	Iteration 32Q: 3 clusters Score -3514073 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -3514133.750000 Penalty: 5130.016113
	Iteration 33Q: 3 clusters Score -3514134 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -3514180.250000 Penalty: 5130.016113
	Iteration 34Q: 3 clusters Score -3514180 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -3514222.250000 Penalty: 5130.016113
	Iteration 35Q: 3 clusters Score -3514222 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -3514265.750000 Penalty: 5130.016113
	Iteration 36Q: 3 clusters Score -3514266 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -3514300.750000 Penalty: 5130.016113
	Iteration 37Q: 3 clusters Score -3514301 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -3514316.500000 Penalty: 5130.016113
	Iteration 38Q: 3 clusters Score -3514316 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -3514335.250000 Penalty: 5130.016113
	Iteration 39Q: 3 clusters Score -3514335 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -3514359.750000 Penalty: 5130.016113
	Iteration 40F: 3 clusters Score -3514360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -3514373.500000 Penalty: 5130.016113
	Iteration 41Q: 3 clusters Score -3514374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -3514392.000000 Penalty: 5130.016113
	Iteration 42Q: 3 clusters Score -3514392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -3514401.000000 Penalty: 5130.016113
	Iteration 43Q: 3 clusters Score -3514401 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -3514410.750000 Penalty: 5130.016113
	Iteration 44Q: 3 clusters Score -3514411 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -3514425.000000 Penalty: 5130.016113
	Iteration 45Q: 3 clusters Score -3514425 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -3514431.500000 Penalty: 5130.016113
	Iteration 46Q: 3 clusters Score -3514432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -3514432.000000 Penalty: 5130.016113
	Iteration 47Q: 3 clusters Score -3514432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -3514443.250000 Penalty: 5130.016113
	Iteration 48Q: 3 clusters Score -3514443 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -3514450.250000 Penalty: 5130.016113
	Iteration 49Q: 3 clusters Score -3514450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -3514455.000000 Penalty: 5130.016113
	Iteration 50Q: 3 clusters Score -3514455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -3514459.750000 Penalty: 5130.016113
	Iteration 51Q: 3 clusters Score -3514460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -3514460.500000 Penalty: 5130.016113
	Iteration 52Q: 3 clusters Score -3514460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -3514465.000000 Penalty: 5130.016113
	Iteration 53Q: 3 clusters Score -3514465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -3514470.250000 Penalty: 5130.016113
	Iteration 54Q: 3 clusters Score -3514470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -3514481.500000 Penalty: 5130.016113
	Iteration 55Q: 3 clusters Score -3514482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -3514479.250000 Penalty: 5130.016113
	Iteration 56Q: 3 clusters Score -3514479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -3514490.500000 Penalty: 5130.016113
	Iteration 57Q: 3 clusters Score -3514490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -3514487.000000 Penalty: 5130.016113
	Iteration 58Q: 3 clusters Score -3514487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -3514485.750000 Penalty: 5130.016113
	Iteration 59Q: 3 clusters Score -3514486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -3514485.250000 Penalty: 5130.016113
	Iteration 60F: 3 clusters Score -3514485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -3514492.500000 Penalty: 5130.016113
	Iteration 61Q: 3 clusters Score -3514492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -3514492.500000 Penalty: 5130.016113
	Iteration 62F: 3 clusters Score -3514492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (78863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78863 members 
Entering Unmasked Estep 
Score: -9542228.000000 Penalty: 2796.315918
	Iteration 0F: 2 clusters Score -9542228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -9489416.000000 Penalty: 5592.631836
	Iteration 0F: 3 clusters Score -9489416 nChanged 37101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -9510463.000000 Penalty: 5592.631836
	Iteration 1F: 3 clusters Score -9510463 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -9511038.000000 Penalty: 5592.631836
	Iteration 2Q: 3 clusters Score -9511038 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -9511617.000000 Penalty: 5592.631836
	Iteration 3Q: 3 clusters Score -9511617 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -9512298.000000 Penalty: 5592.631836
	Iteration 4Q: 3 clusters Score -9512298 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -9513187.000000 Penalty: 5592.631836
	Iteration 5Q: 3 clusters Score -9513187 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -9514239.000000 Penalty: 5592.631836
	Iteration 6Q: 3 clusters Score -9514239 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48781 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -9515830.000000 Penalty: 5592.631836
	Iteration 7Q: 3 clusters Score -9515830 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -9518222.000000 Penalty: 5592.631836
	Iteration 8F: 3 clusters Score -9518222 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57430 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -9521646.000000 Penalty: 5592.631836
	Iteration 9F: 3 clusters Score -9521646 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62818 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -9526096.000000 Penalty: 5592.631836
	Iteration 10F: 3 clusters Score -9526096 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68024 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -9530657.000000 Penalty: 5592.631836
	Iteration 11F: 3 clusters Score -9530657 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72157 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -9534380.000000 Penalty: 5592.631836
	Iteration 12F: 3 clusters Score -9534380 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74988 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -9536886.000000 Penalty: 5592.631836
	Iteration 13Q: 3 clusters Score -9536886 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76697 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -9538438.000000 Penalty: 5592.631836
	Iteration 14Q: 3 clusters Score -9538438 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77563 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -9539117.000000 Penalty: 5592.631836
	Iteration 15Q: 3 clusters Score -9539117 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77970 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -9539431.000000 Penalty: 5592.631836
	Iteration 16Q: 3 clusters Score -9539431 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78178 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -9539616.000000 Penalty: 5592.631836
	Iteration 17Q: 3 clusters Score -9539616 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78282 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9539696.000000 Penalty: 5592.631836
	Iteration 18Q: 3 clusters Score -9539696 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78350 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9539755.000000 Penalty: 5592.631836
	Iteration 19Q: 3 clusters Score -9539755 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78389 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9539794.000000 Penalty: 5592.631836
	Iteration 20F: 3 clusters Score -9539794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78416 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9539807.000000 Penalty: 5592.631836
	Iteration 21Q: 3 clusters Score -9539807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78430 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9539821.000000 Penalty: 5592.631836
	Iteration 22Q: 3 clusters Score -9539821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78433 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9539822.000000 Penalty: 5592.631836
	Iteration 23Q: 3 clusters Score -9539822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78437 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9539824.000000 Penalty: 5592.631836
	Iteration 24Q: 3 clusters Score -9539824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78440 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9539823.000000 Penalty: 5592.631836
	Iteration 25Q: 3 clusters Score -9539823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78444 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9539821.000000 Penalty: 5592.631836
	Iteration 26Q: 3 clusters Score -9539821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78450 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9539825.000000 Penalty: 5592.631836
	Iteration 27Q: 3 clusters Score -9539825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78451 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9539830.000000 Penalty: 5592.631836
	Iteration 28Q: 3 clusters Score -9539830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78454 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9539832.000000 Penalty: 5592.631836
	Iteration 29Q: 3 clusters Score -9539832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78458 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9539838.000000 Penalty: 5592.631836
	Iteration 30Q: 3 clusters Score -9539838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78460 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9539842.000000 Penalty: 5592.631836
	Iteration 31Q: 3 clusters Score -9539842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78460 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9539827.000000 Penalty: 5592.631836
	Iteration 32Q: 3 clusters Score -9539827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78459 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9539853.000000 Penalty: 5592.631836
	Iteration 33Q: 3 clusters Score -9539853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78462 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9539856.000000 Penalty: 5592.631836
	Iteration 34Q: 3 clusters Score -9539856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78464 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9539857.000000 Penalty: 5592.631836
	Iteration 35Q: 3 clusters Score -9539857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78468 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9539853.000000 Penalty: 5592.631836
	Iteration 36Q: 3 clusters Score -9539853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78473 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9539855.000000 Penalty: 5592.631836
	Iteration 37Q: 3 clusters Score -9539855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78472 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9539862.000000 Penalty: 5592.631836
	Iteration 38Q: 3 clusters Score -9539862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78472 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9539870.000000 Penalty: 5592.631836
	Iteration 39Q: 3 clusters Score -9539870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78474 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9539864.000000 Penalty: 5592.631836
	Iteration 40F: 3 clusters Score -9539864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78475 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9539867.000000 Penalty: 5592.631836
	Iteration 41Q: 3 clusters Score -9539867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78477 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9539875.000000 Penalty: 5592.631836
	Iteration 42Q: 3 clusters Score -9539875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78477 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9539875.000000 Penalty: 5592.631836
	Iteration 43F: 3 clusters Score -9539875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Entering Unmasked Estep 
Score: -2600689.250000 Penalty: 2465.302246
	Iteration 0F: 2 clusters Score -2600689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2586130.500000 Penalty: 4930.604492
	Iteration 0F: 3 clusters Score -2586130 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2591186.500000 Penalty: 4930.604492
	Iteration 1F: 3 clusters Score -2591186 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2591736.000000 Penalty: 4930.604492
	Iteration 2F: 3 clusters Score -2591736 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2592318.250000 Penalty: 4930.604492
	Iteration 3F: 3 clusters Score -2592318 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2593052.750000 Penalty: 4930.604492
	Iteration 4F: 3 clusters Score -2593053 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2594007.750000 Penalty: 4930.604492
	Iteration 5F: 3 clusters Score -2594008 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2595083.500000 Penalty: 4930.604492
	Iteration 6F: 3 clusters Score -2595084 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2596053.750000 Penalty: 4930.604492
	Iteration 7F: 3 clusters Score -2596054 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2596892.500000 Penalty: 4930.604492
	Iteration 8Q: 3 clusters Score -2596892 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2597504.000000 Penalty: 4930.604492
	Iteration 9Q: 3 clusters Score -2597504 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2597899.750000 Penalty: 4930.604492
	Iteration 10Q: 3 clusters Score -2597900 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2598168.750000 Penalty: 4930.604492
	Iteration 11Q: 3 clusters Score -2598169 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2598369.250000 Penalty: 4930.604492
	Iteration 12Q: 3 clusters Score -2598369 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2598494.000000 Penalty: 4930.604492
	Iteration 13Q: 3 clusters Score -2598494 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2598569.000000 Penalty: 4930.604492
	Iteration 14Q: 3 clusters Score -2598569 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2598644.750000 Penalty: 4930.604492
	Iteration 15Q: 3 clusters Score -2598645 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2598697.750000 Penalty: 4930.604492
	Iteration 16Q: 3 clusters Score -2598698 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2598730.500000 Penalty: 4930.604492
	Iteration 17Q: 3 clusters Score -2598730 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2598764.500000 Penalty: 4930.604492
	Iteration 18Q: 3 clusters Score -2598764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2598786.000000 Penalty: 4930.604492
	Iteration 19Q: 3 clusters Score -2598786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2598803.250000 Penalty: 4930.604492
	Iteration 20F: 3 clusters Score -2598803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2598809.750000 Penalty: 4930.604492
	Iteration 21Q: 3 clusters Score -2598810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2598814.250000 Penalty: 4930.604492
	Iteration 22Q: 3 clusters Score -2598814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2598829.250000 Penalty: 4930.604492
	Iteration 23Q: 3 clusters Score -2598829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2598844.000000 Penalty: 4930.604492
	Iteration 24Q: 3 clusters Score -2598844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2598845.500000 Penalty: 4930.604492
	Iteration 25Q: 3 clusters Score -2598846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2598850.750000 Penalty: 4930.604492
	Iteration 26Q: 3 clusters Score -2598851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2598861.750000 Penalty: 4930.604492
	Iteration 27Q: 3 clusters Score -2598862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2598867.750000 Penalty: 4930.604492
	Iteration 28Q: 3 clusters Score -2598868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2598874.750000 Penalty: 4930.604492
	Iteration 29Q: 3 clusters Score -2598875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2598879.000000 Penalty: 4930.604492
	Iteration 30Q: 3 clusters Score -2598879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2598885.250000 Penalty: 4930.604492
	Iteration 31Q: 3 clusters Score -2598885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2598890.000000 Penalty: 4930.604492
	Iteration 32Q: 3 clusters Score -2598890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2598891.500000 Penalty: 4930.604492
	Iteration 33Q: 3 clusters Score -2598892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2598897.750000 Penalty: 4930.604492
	Iteration 34Q: 3 clusters Score -2598898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2598895.000000 Penalty: 4930.604492
	Iteration 35Q: 3 clusters Score -2598895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2598898.250000 Penalty: 4930.604492
	Iteration 36Q: 3 clusters Score -2598898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2598899.750000 Penalty: 4930.604492
	Iteration 37Q: 3 clusters Score -2598900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2598897.750000 Penalty: 4930.604492
	Iteration 38Q: 3 clusters Score -2598898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2598899.250000 Penalty: 4930.604492
	Iteration 39Q: 3 clusters Score -2598899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2598900.750000 Penalty: 4930.604492
	Iteration 40F: 3 clusters Score -2598901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2598899.500000 Penalty: 4930.604492
	Iteration 41Q: 3 clusters Score -2598900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2598903.250000 Penalty: 4930.604492
	Iteration 42Q: 3 clusters Score -2598903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2598904.000000 Penalty: 4930.604492
	Iteration 43Q: 3 clusters Score -2598904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2598904.500000 Penalty: 4930.604492
	Iteration 44Q: 3 clusters Score -2598904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2598905.250000 Penalty: 4930.604492
	Iteration 45Q: 3 clusters Score -2598905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2598906.000000 Penalty: 4930.604492
	Iteration 46Q: 3 clusters Score -2598906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2598906.500000 Penalty: 4930.604492
	Iteration 47Q: 3 clusters Score -2598906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2598908.250000 Penalty: 4930.604492
	Iteration 48Q: 3 clusters Score -2598908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2598908.500000 Penalty: 4930.604492
	Iteration 49Q: 3 clusters Score -2598908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2598906.500000 Penalty: 4930.604492
	Iteration 50Q: 3 clusters Score -2598906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2598909.250000 Penalty: 4930.604492
	Iteration 51Q: 3 clusters Score -2598909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2598910.000000 Penalty: 4930.604492
	Iteration 52Q: 3 clusters Score -2598910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2598912.000000 Penalty: 4930.604492
	Iteration 53Q: 3 clusters Score -2598912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2598913.500000 Penalty: 4930.604492
	Iteration 54Q: 3 clusters Score -2598914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2598916.000000 Penalty: 4930.604492
	Iteration 55Q: 3 clusters Score -2598916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2598920.500000 Penalty: 4930.604492
	Iteration 56Q: 3 clusters Score -2598920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2598924.250000 Penalty: 4930.604492
	Iteration 57Q: 3 clusters Score -2598924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2598928.750000 Penalty: 4930.604492
	Iteration 58Q: 3 clusters Score -2598929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2598934.000000 Penalty: 4930.604492
	Iteration 59Q: 3 clusters Score -2598934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2598937.500000 Penalty: 4930.604492
	Iteration 60F: 3 clusters Score -2598938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2598939.750000 Penalty: 4930.604492
	Iteration 61Q: 3 clusters Score -2598940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2598948.000000 Penalty: 4930.604492
	Iteration 62Q: 3 clusters Score -2598948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2598949.000000 Penalty: 4930.604492
	Iteration 63Q: 3 clusters Score -2598949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2598954.000000 Penalty: 4930.604492
	Iteration 64Q: 3 clusters Score -2598954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2598954.250000 Penalty: 4930.604492
	Iteration 65Q: 3 clusters Score -2598954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2598953.500000 Penalty: 4930.604492
	Iteration 66Q: 3 clusters Score -2598954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2598960.750000 Penalty: 4930.604492
	Iteration 67Q: 3 clusters Score -2598961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2598963.250000 Penalty: 4930.604492
	Iteration 68Q: 3 clusters Score -2598963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2598962.000000 Penalty: 4930.604492
	Iteration 69Q: 3 clusters Score -2598962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2598961.500000 Penalty: 4930.604492
	Iteration 70Q: 3 clusters Score -2598962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2598966.000000 Penalty: 4930.604492
	Iteration 71Q: 3 clusters Score -2598966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2598965.750000 Penalty: 4930.604492
	Iteration 72Q: 3 clusters Score -2598966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2598965.750000 Penalty: 4930.604492
	Iteration 73F: 3 clusters Score -2598966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Entering Unmasked Estep 
Score: -481311.687500 Penalty: 2065.216064
	Iteration 0F: 2 clusters Score -481311.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -477327.593750 Penalty: 4130.432129
	Iteration 0F: 3 clusters Score -477327.6 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -478297.843750 Penalty: 4130.432129
	Iteration 1F: 3 clusters Score -478297.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -478617.968750 Penalty: 4130.432129
	Iteration 2F: 3 clusters Score -478618 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -478944.000000 Penalty: 4130.432129
	Iteration 3F: 3 clusters Score -478944 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -479311.625000 Penalty: 4130.432129
	Iteration 4F: 3 clusters Score -479311.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -479681.250000 Penalty: 4130.432129
	Iteration 5F: 3 clusters Score -479681.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -479984.062500 Penalty: 4130.432129
	Iteration 6F: 3 clusters Score -479984.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -480147.531250 Penalty: 4130.432129
	Iteration 7Q: 3 clusters Score -480147.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -480272.343750 Penalty: 4130.432129
	Iteration 8Q: 3 clusters Score -480272.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -480383.343750 Penalty: 4130.432129
	Iteration 9Q: 3 clusters Score -480383.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -480487.062500 Penalty: 4130.432129
	Iteration 10Q: 3 clusters Score -480487.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -480579.906250 Penalty: 4130.432129
	Iteration 11Q: 3 clusters Score -480579.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -480656.781250 Penalty: 4130.432129
	Iteration 12Q: 3 clusters Score -480656.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -480709.812500 Penalty: 4130.432129
	Iteration 13Q: 3 clusters Score -480709.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -480737.250000 Penalty: 4130.432129
	Iteration 14Q: 3 clusters Score -480737.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -480764.000000 Penalty: 4130.432129
	Iteration 15Q: 3 clusters Score -480764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -480773.250000 Penalty: 4130.432129
	Iteration 16Q: 3 clusters Score -480773.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -480778.906250 Penalty: 4130.432129
	Iteration 17Q: 3 clusters Score -480778.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -480780.906250 Penalty: 4130.432129
	Iteration 18Q: 3 clusters Score -480780.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -480782.750000 Penalty: 4130.432129
	Iteration 19Q: 3 clusters Score -480782.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -480784.937500 Penalty: 4130.432129
	Iteration 20F: 3 clusters Score -480784.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -480786.656250 Penalty: 4130.432129
	Iteration 21Q: 3 clusters Score -480786.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -480788.156250 Penalty: 4130.432129
	Iteration 22Q: 3 clusters Score -480788.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -480789.562500 Penalty: 4130.432129
	Iteration 23Q: 3 clusters Score -480789.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -480789.562500 Penalty: 4130.432129
	Iteration 24Q: 3 clusters Score -480789.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -480789.562500 Penalty: 4130.432129
	Iteration 25F: 3 clusters Score -480789.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Entering Unmasked Estep 
Score: -2649301.500000 Penalty: 2474.334717
	Iteration 0F: 2 clusters Score -2649302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2634187.500000 Penalty: 4948.669434
	Iteration 0F: 3 clusters Score -2634188 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2639379.750000 Penalty: 4948.669434
	Iteration 1F: 3 clusters Score -2639380 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2639804.000000 Penalty: 4948.669434
	Iteration 2F: 3 clusters Score -2639804 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2640197.750000 Penalty: 4948.669434
	Iteration 3Q: 3 clusters Score -2640198 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2640540.500000 Penalty: 4948.669434
	Iteration 4Q: 3 clusters Score -2640540 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2640851.500000 Penalty: 4948.669434
	Iteration 5Q: 3 clusters Score -2640852 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2641173.000000 Penalty: 4948.669434
	Iteration 6Q: 3 clusters Score -2641173 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2641567.500000 Penalty: 4948.669434
	Iteration 7Q: 3 clusters Score -2641568 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2642026.750000 Penalty: 4948.669434
	Iteration 8Q: 3 clusters Score -2642027 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2642546.000000 Penalty: 4948.669434
	Iteration 9Q: 3 clusters Score -2642546 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2643157.250000 Penalty: 4948.669434
	Iteration 10Q: 3 clusters Score -2643157 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2643856.500000 Penalty: 4948.669434
	Iteration 11Q: 3 clusters Score -2643856 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2644605.000000 Penalty: 4948.669434
	Iteration 12Q: 3 clusters Score -2644605 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2645325.500000 Penalty: 4948.669434
	Iteration 13Q: 3 clusters Score -2645326 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2645930.000000 Penalty: 4948.669434
	Iteration 14Q: 3 clusters Score -2645930 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2646333.500000 Penalty: 4948.669434
	Iteration 15Q: 3 clusters Score -2646334 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2646624.000000 Penalty: 4948.669434
	Iteration 16Q: 3 clusters Score -2646624 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2646851.250000 Penalty: 4948.669434
	Iteration 17Q: 3 clusters Score -2646851 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2646975.750000 Penalty: 4948.669434
	Iteration 18Q: 3 clusters Score -2646976 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2647032.750000 Penalty: 4948.669434
	Iteration 19Q: 3 clusters Score -2647033 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2647084.000000 Penalty: 4948.669434
	Iteration 20F: 3 clusters Score -2647084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2647119.750000 Penalty: 4948.669434
	Iteration 21Q: 3 clusters Score -2647120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2647142.750000 Penalty: 4948.669434
	Iteration 22Q: 3 clusters Score -2647143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2647148.500000 Penalty: 4948.669434
	Iteration 23Q: 3 clusters Score -2647148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2647160.250000 Penalty: 4948.669434
	Iteration 24Q: 3 clusters Score -2647160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2647170.750000 Penalty: 4948.669434
	Iteration 25Q: 3 clusters Score -2647171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2647173.750000 Penalty: 4948.669434
	Iteration 26Q: 3 clusters Score -2647174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2647178.000000 Penalty: 4948.669434
	Iteration 27Q: 3 clusters Score -2647178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2647177.500000 Penalty: 4948.669434
	Iteration 28Q: 3 clusters Score -2647178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2647176.500000 Penalty: 4948.669434
	Iteration 29Q: 3 clusters Score -2647176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2647176.500000 Penalty: 4948.669434
	Iteration 30F: 3 clusters Score -2647176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Entering Unmasked Estep 
Score: -2792986.750000 Penalty: 2492.755615
	Iteration 0F: 2 clusters Score -2792987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2776958.500000 Penalty: 4985.511230
	Iteration 0F: 3 clusters Score -2776958 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2782567.250000 Penalty: 4985.511230
	Iteration 1F: 3 clusters Score -2782567 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2783174.500000 Penalty: 4985.511230
	Iteration 2F: 3 clusters Score -2783174 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2783844.500000 Penalty: 4985.511230
	Iteration 3F: 3 clusters Score -2783844 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2784556.000000 Penalty: 4985.511230
	Iteration 4F: 3 clusters Score -2784556 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2785229.250000 Penalty: 4985.511230
	Iteration 5F: 3 clusters Score -2785229 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2785880.750000 Penalty: 4985.511230
	Iteration 6F: 3 clusters Score -2785881 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2786498.750000 Penalty: 4985.511230
	Iteration 7Q: 3 clusters Score -2786499 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2787077.750000 Penalty: 4985.511230
	Iteration 8Q: 3 clusters Score -2787078 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2787600.750000 Penalty: 4985.511230
	Iteration 9Q: 3 clusters Score -2787601 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2788037.250000 Penalty: 4985.511230
	Iteration 10Q: 3 clusters Score -2788037 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2788416.500000 Penalty: 4985.511230
	Iteration 11Q: 3 clusters Score -2788416 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2788709.250000 Penalty: 4985.511230
	Iteration 12Q: 3 clusters Score -2788709 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2788898.000000 Penalty: 4985.511230
	Iteration 13Q: 3 clusters Score -2788898 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2789018.250000 Penalty: 4985.511230
	Iteration 14Q: 3 clusters Score -2789018 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2789087.500000 Penalty: 4985.511230
	Iteration 15Q: 3 clusters Score -2789088 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2789145.750000 Penalty: 4985.511230
	Iteration 16Q: 3 clusters Score -2789146 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2789180.750000 Penalty: 4985.511230
	Iteration 17Q: 3 clusters Score -2789181 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2789218.500000 Penalty: 4985.511230
	Iteration 18Q: 3 clusters Score -2789218 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2789237.250000 Penalty: 4985.511230
	Iteration 19Q: 3 clusters Score -2789237 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2789236.000000 Penalty: 4985.511230
	Iteration 20F: 3 clusters Score -2789236 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2789255.750000 Penalty: 4985.511230
	Iteration 21Q: 3 clusters Score -2789256 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2789269.250000 Penalty: 4985.511230
	Iteration 22Q: 3 clusters Score -2789269 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2789273.250000 Penalty: 4985.511230
	Iteration 23Q: 3 clusters Score -2789273 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2789282.000000 Penalty: 4985.511230
	Iteration 24Q: 3 clusters Score -2789282 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2789299.000000 Penalty: 4985.511230
	Iteration 25Q: 3 clusters Score -2789299 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2789300.000000 Penalty: 4985.511230
	Iteration 26Q: 3 clusters Score -2789300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2789300.500000 Penalty: 4985.511230
	Iteration 27Q: 3 clusters Score -2789300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2789311.000000 Penalty: 4985.511230
	Iteration 28Q: 3 clusters Score -2789311 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2789314.250000 Penalty: 4985.511230
	Iteration 29Q: 3 clusters Score -2789314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2789320.000000 Penalty: 4985.511230
	Iteration 30Q: 3 clusters Score -2789320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2789328.500000 Penalty: 4985.511230
	Iteration 31Q: 3 clusters Score -2789328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2789323.250000 Penalty: 4985.511230
	Iteration 32Q: 3 clusters Score -2789323 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2789325.750000 Penalty: 4985.511230
	Iteration 33Q: 3 clusters Score -2789326 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2789333.750000 Penalty: 4985.511230
	Iteration 34Q: 3 clusters Score -2789334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2789345.000000 Penalty: 4985.511230
	Iteration 35Q: 3 clusters Score -2789345 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2789348.000000 Penalty: 4985.511230
	Iteration 36Q: 3 clusters Score -2789348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2789344.500000 Penalty: 4985.511230
	Iteration 37Q: 3 clusters Score -2789344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2789350.250000 Penalty: 4985.511230
	Iteration 38Q: 3 clusters Score -2789350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2789354.000000 Penalty: 4985.511230
	Iteration 39Q: 3 clusters Score -2789354 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2789360.250000 Penalty: 4985.511230
	Iteration 40F: 3 clusters Score -2789360 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2789365.500000 Penalty: 4985.511230
	Iteration 41Q: 3 clusters Score -2789366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2789366.000000 Penalty: 4985.511230
	Iteration 42Q: 3 clusters Score -2789366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2789373.750000 Penalty: 4985.511230
	Iteration 43Q: 3 clusters Score -2789374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2789379.250000 Penalty: 4985.511230
	Iteration 44Q: 3 clusters Score -2789379 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2789387.000000 Penalty: 4985.511230
	Iteration 45Q: 3 clusters Score -2789387 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2789386.000000 Penalty: 4985.511230
	Iteration 46Q: 3 clusters Score -2789386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2789392.750000 Penalty: 4985.511230
	Iteration 47Q: 3 clusters Score -2789393 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2789401.250000 Penalty: 4985.511230
	Iteration 48Q: 3 clusters Score -2789401 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2789411.000000 Penalty: 4985.511230
	Iteration 49Q: 3 clusters Score -2789411 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2789412.750000 Penalty: 4985.511230
	Iteration 50Q: 3 clusters Score -2789413 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2789419.500000 Penalty: 4985.511230
	Iteration 51Q: 3 clusters Score -2789420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2789443.750000 Penalty: 4985.511230
	Iteration 52Q: 3 clusters Score -2789444 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2789447.250000 Penalty: 4985.511230
	Iteration 53Q: 3 clusters Score -2789447 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2789470.250000 Penalty: 4985.511230
	Iteration 54Q: 3 clusters Score -2789470 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2789497.750000 Penalty: 4985.511230
	Iteration 55Q: 3 clusters Score -2789498 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2789549.750000 Penalty: 4985.511230
	Iteration 56Q: 3 clusters Score -2789550 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2789592.250000 Penalty: 4985.511230
	Iteration 57Q: 3 clusters Score -2789592 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2789631.250000 Penalty: 4985.511230
	Iteration 58Q: 3 clusters Score -2789631 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2789673.250000 Penalty: 4985.511230
	Iteration 59Q: 3 clusters Score -2789673 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2789710.000000 Penalty: 4985.511230
	Iteration 60F: 3 clusters Score -2789710 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2789734.250000 Penalty: 4985.511230
	Iteration 61Q: 3 clusters Score -2789734 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2789757.500000 Penalty: 4985.511230
	Iteration 62Q: 3 clusters Score -2789758 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2789780.500000 Penalty: 4985.511230
	Iteration 63Q: 3 clusters Score -2789780 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2789805.500000 Penalty: 4985.511230
	Iteration 64Q: 3 clusters Score -2789806 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2789828.750000 Penalty: 4985.511230
	Iteration 65Q: 3 clusters Score -2789829 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2789859.250000 Penalty: 4985.511230
	Iteration 66Q: 3 clusters Score -2789859 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2789888.500000 Penalty: 4985.511230
	Iteration 67Q: 3 clusters Score -2789888 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2789919.500000 Penalty: 4985.511230
	Iteration 68Q: 3 clusters Score -2789920 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2789928.750000 Penalty: 4985.511230
	Iteration 69Q: 3 clusters Score -2789929 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2789955.750000 Penalty: 4985.511230
	Iteration 70Q: 3 clusters Score -2789956 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2789971.000000 Penalty: 4985.511230
	Iteration 71Q: 3 clusters Score -2789971 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2789997.500000 Penalty: 4985.511230
	Iteration 72Q: 3 clusters Score -2789998 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2790035.500000 Penalty: 4985.511230
	Iteration 73Q: 3 clusters Score -2790036 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2790067.750000 Penalty: 4985.511230
	Iteration 74Q: 3 clusters Score -2790068 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2790094.750000 Penalty: 4985.511230
	Iteration 75Q: 3 clusters Score -2790095 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2790133.750000 Penalty: 4985.511230
	Iteration 76Q: 3 clusters Score -2790134 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2790181.500000 Penalty: 4985.511230
	Iteration 77Q: 3 clusters Score -2790182 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2790222.000000 Penalty: 4985.511230
	Iteration 78Q: 3 clusters Score -2790222 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2790256.250000 Penalty: 4985.511230
	Iteration 79Q: 3 clusters Score -2790256 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2790300.750000 Penalty: 4985.511230
	Iteration 80F: 3 clusters Score -2790301 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2790349.500000 Penalty: 4985.511230
	Iteration 81Q: 3 clusters Score -2790350 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2790384.500000 Penalty: 4985.511230
	Iteration 82Q: 3 clusters Score -2790384 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2790420.750000 Penalty: 4985.511230
	Iteration 83Q: 3 clusters Score -2790421 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2790462.750000 Penalty: 4985.511230
	Iteration 84Q: 3 clusters Score -2790463 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2790509.500000 Penalty: 4985.511230
	Iteration 85Q: 3 clusters Score -2790510 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2790554.750000 Penalty: 4985.511230
	Iteration 86Q: 3 clusters Score -2790555 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2790627.500000 Penalty: 4985.511230
	Iteration 87Q: 3 clusters Score -2790628 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2790677.000000 Penalty: 4985.511230
	Iteration 88Q: 3 clusters Score -2790677 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2790730.250000 Penalty: 4985.511230
	Iteration 89Q: 3 clusters Score -2790730 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2790773.750000 Penalty: 4985.511230
	Iteration 90Q: 3 clusters Score -2790774 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2790825.500000 Penalty: 4985.511230
	Iteration 91Q: 3 clusters Score -2790826 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2790880.500000 Penalty: 4985.511230
	Iteration 92Q: 3 clusters Score -2790880 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2790936.500000 Penalty: 4985.511230
	Iteration 93Q: 3 clusters Score -2790936 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2790996.750000 Penalty: 4985.511230
	Iteration 94Q: 3 clusters Score -2790997 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2791045.500000 Penalty: 4985.511230
	Iteration 95Q: 3 clusters Score -2791046 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2791086.250000 Penalty: 4985.511230
	Iteration 96Q: 3 clusters Score -2791086 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2791134.500000 Penalty: 4985.511230
	Iteration 97Q: 3 clusters Score -2791134 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2791174.750000 Penalty: 4985.511230
	Iteration 98Q: 3 clusters Score -2791175 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2791206.000000 Penalty: 4985.511230
	Iteration 99Q: 3 clusters Score -2791206 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2791242.750000 Penalty: 4985.511230
	Iteration 100F: 3 clusters Score -2791243 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2791267.500000 Penalty: 4985.511230
	Iteration 101Q: 3 clusters Score -2791268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2791288.000000 Penalty: 4985.511230
	Iteration 102Q: 3 clusters Score -2791288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2791301.250000 Penalty: 4985.511230
	Iteration 103Q: 3 clusters Score -2791301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2791306.750000 Penalty: 4985.511230
	Iteration 104Q: 3 clusters Score -2791307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2791319.500000 Penalty: 4985.511230
	Iteration 105Q: 3 clusters Score -2791320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2791324.500000 Penalty: 4985.511230
	Iteration 106Q: 3 clusters Score -2791324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2791327.000000 Penalty: 4985.511230
	Iteration 107Q: 3 clusters Score -2791327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2791334.500000 Penalty: 4985.511230
	Iteration 108Q: 3 clusters Score -2791334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2791336.750000 Penalty: 4985.511230
	Iteration 109Q: 3 clusters Score -2791337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2791341.000000 Penalty: 4985.511230
	Iteration 110Q: 3 clusters Score -2791341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2791340.500000 Penalty: 4985.511230
	Iteration 111Q: 3 clusters Score -2791340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2791343.000000 Penalty: 4985.511230
	Iteration 112Q: 3 clusters Score -2791343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2791353.750000 Penalty: 4985.511230
	Iteration 113Q: 3 clusters Score -2791354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2791355.250000 Penalty: 4985.511230
	Iteration 114Q: 3 clusters Score -2791355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2791355.000000 Penalty: 4985.511230
	Iteration 115Q: 3 clusters Score -2791355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2791351.250000 Penalty: 4985.511230
	Iteration 116Q: 3 clusters Score -2791351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2791354.000000 Penalty: 4985.511230
	Iteration 117Q: 3 clusters Score -2791354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2791354.250000 Penalty: 4985.511230
	Iteration 118Q: 3 clusters Score -2791354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2791359.500000 Penalty: 4985.511230
	Iteration 119Q: 3 clusters Score -2791360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2791361.500000 Penalty: 4985.511230
	Iteration 120F: 3 clusters Score -2791362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2791362.750000 Penalty: 4985.511230
	Iteration 121Q: 3 clusters Score -2791363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2791361.500000 Penalty: 4985.511230
	Iteration 122Q: 3 clusters Score -2791362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2791365.000000 Penalty: 4985.511230
	Iteration 123Q: 3 clusters Score -2791365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2791360.500000 Penalty: 4985.511230
	Iteration 124Q: 3 clusters Score -2791360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2791362.750000 Penalty: 4985.511230
	Iteration 125Q: 3 clusters Score -2791363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2791362.750000 Penalty: 4985.511230
	Iteration 126F: 3 clusters Score -2791363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (99651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99651 members 
Entering Unmasked Estep 
Score: -12510518.000000 Penalty: 2854.338379
	Iteration 0F: 2 clusters Score -1.251052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -12444088.000000 Penalty: 5708.676758
	Iteration 0F: 3 clusters Score -1.244409e+07 nChanged 47064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -12471309.000000 Penalty: 5708.676758
	Iteration 1F: 3 clusters Score -1.247131e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -12472236.000000 Penalty: 5708.676758
	Iteration 2Q: 3 clusters Score -1.247224e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -12473144.000000 Penalty: 5708.676758
	Iteration 3Q: 3 clusters Score -1.247314e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 52860 members 
Entering Unmasked Estep 
Score: -12474438.000000 Penalty: 5708.676758
	Iteration 4Q: 3 clusters Score -1.247444e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -12475993.000000 Penalty: 5708.676758
	Iteration 5Q: 3 clusters Score -1.247599e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 55769 members 
Entering Unmasked Estep 
Score: -12478061.000000 Penalty: 5708.676758
	Iteration 6Q: 3 clusters Score -1.247806e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 57825 members 
Entering Unmasked Estep 
Score: -12480808.000000 Penalty: 5708.676758
	Iteration 7Q: 3 clusters Score -1.248081e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 60125 members 
Entering Unmasked Estep 
Score: -12484073.000000 Penalty: 5708.676758
	Iteration 8F: 3 clusters Score -1.248407e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -12487799.000000 Penalty: 5708.676758
	Iteration 9F: 3 clusters Score -1.24878e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -12491162.000000 Penalty: 5708.676758
	Iteration 10F: 3 clusters Score -1.249116e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 65607 members 
Entering Unmasked Estep 
Score: -12493318.000000 Penalty: 5708.676758
	Iteration 11Q: 3 clusters Score -1.249332e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
Score: -12494426.000000 Penalty: 5708.676758
	Iteration 12Q: 3 clusters Score -1.249443e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 67737 members 
Entering Unmasked Estep 
Score: -12494997.000000 Penalty: 5708.676758
	Iteration 13Q: 3 clusters Score -1.2495e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 68719 members 
Entering Unmasked Estep 
Score: -12495459.000000 Penalty: 5708.676758
	Iteration 14Q: 3 clusters Score -1.249546e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 69774 members 
Entering Unmasked Estep 
Score: -12495959.000000 Penalty: 5708.676758
	Iteration 15Q: 3 clusters Score -1.249596e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -12496321.000000 Penalty: 5708.676758
	Iteration 16Q: 3 clusters Score -1.249632e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 71972 members 
Entering Unmasked Estep 
Score: -12496855.000000 Penalty: 5708.676758
	Iteration 17Q: 3 clusters Score -1.249686e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 73073 members 
Entering Unmasked Estep 
Score: -12497310.000000 Penalty: 5708.676758
	Iteration 18Q: 3 clusters Score -1.249731e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 74247 members 
Entering Unmasked Estep 
Score: -12497710.000000 Penalty: 5708.676758
	Iteration 19Q: 3 clusters Score -1.249771e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 75427 members 
Entering Unmasked Estep 
Score: -12498121.000000 Penalty: 5708.676758
	Iteration 20F: 3 clusters Score -1.249812e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 76629 members 
Entering Unmasked Estep 
Score: -12498579.000000 Penalty: 5708.676758
	Iteration 21Q: 3 clusters Score -1.249858e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 77891 members 
Entering Unmasked Estep 
Score: -12499073.000000 Penalty: 5708.676758
	Iteration 22Q: 3 clusters Score -1.249907e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 79174 members 
Entering Unmasked Estep 
Score: -12499595.000000 Penalty: 5708.676758
	Iteration 23Q: 3 clusters Score -1.24996e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 80454 members 
Entering Unmasked Estep 
Score: -12500011.000000 Penalty: 5708.676758
	Iteration 24Q: 3 clusters Score -1.250001e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 81727 members 
Entering Unmasked Estep 
Score: -12500559.000000 Penalty: 5708.676758
	Iteration 25Q: 3 clusters Score -1.250056e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 83005 members 
Entering Unmasked Estep 
Score: -12501101.000000 Penalty: 5708.676758
	Iteration 26Q: 3 clusters Score -1.25011e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 84302 members 
Entering Unmasked Estep 
Score: -12501699.000000 Penalty: 5708.676758
	Iteration 27Q: 3 clusters Score -1.25017e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 85650 members 
Entering Unmasked Estep 
Score: -12502199.000000 Penalty: 5708.676758
	Iteration 28Q: 3 clusters Score -1.25022e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 86993 members 
Entering Unmasked Estep 
Score: -12502781.000000 Penalty: 5708.676758
	Iteration 29Q: 3 clusters Score -1.250278e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 88347 members 
Entering Unmasked Estep 
Score: -12503337.000000 Penalty: 5708.676758
	Iteration 30Q: 3 clusters Score -1.250334e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 89758 members 
Entering Unmasked Estep 
Score: -12503934.000000 Penalty: 5708.676758
	Iteration 31Q: 3 clusters Score -1.250393e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 91112 members 
Entering Unmasked Estep 
Score: -12504594.000000 Penalty: 5708.676758
	Iteration 32Q: 3 clusters Score -1.250459e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 92360 members 
Entering Unmasked Estep 
Score: -12505238.000000 Penalty: 5708.676758
	Iteration 33Q: 3 clusters Score -1.250524e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 93507 members 
Entering Unmasked Estep 
Score: -12505850.000000 Penalty: 5708.676758
	Iteration 34Q: 3 clusters Score -1.250585e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 94428 members 
Entering Unmasked Estep 
Score: -12506352.000000 Penalty: 5708.676758
	Iteration 35Q: 3 clusters Score -1.250635e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 95222 members 
Entering Unmasked Estep 
Score: -12506726.000000 Penalty: 5708.676758
	Iteration 36Q: 3 clusters Score -1.250673e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 95907 members 
Entering Unmasked Estep 
Score: -12506989.000000 Penalty: 5708.676758
	Iteration 37Q: 3 clusters Score -1.250699e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 96458 members 
Entering Unmasked Estep 
Score: -12507283.000000 Penalty: 5708.676758
	Iteration 38Q: 3 clusters Score -1.250728e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 96891 members 
Entering Unmasked Estep 
Score: -12507437.000000 Penalty: 5708.676758
	Iteration 39Q: 3 clusters Score -1.250744e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 97242 members 
Entering Unmasked Estep 
Score: -12507640.000000 Penalty: 5708.676758
	Iteration 40F: 3 clusters Score -1.250764e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 97508 members 
Entering Unmasked Estep 
Score: -12507743.000000 Penalty: 5708.676758
	Iteration 41Q: 3 clusters Score -1.250774e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 97698 members 
Entering Unmasked Estep 
Score: -12507815.000000 Penalty: 5708.676758
	Iteration 42Q: 3 clusters Score -1.250782e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 97861 members 
Entering Unmasked Estep 
Score: -12507901.000000 Penalty: 5708.676758
	Iteration 43Q: 3 clusters Score -1.25079e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 97994 members 
Entering Unmasked Estep 
Score: -12507973.000000 Penalty: 5708.676758
	Iteration 44Q: 3 clusters Score -1.250797e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 98103 members 
Entering Unmasked Estep 
Score: -12508008.000000 Penalty: 5708.676758
	Iteration 45Q: 3 clusters Score -1.250801e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 98177 members 
Entering Unmasked Estep 
Score: -12508045.000000 Penalty: 5708.676758
	Iteration 46Q: 3 clusters Score -1.250804e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 98237 members 
Entering Unmasked Estep 
Score: -12508061.000000 Penalty: 5708.676758
	Iteration 47Q: 3 clusters Score -1.250806e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 98281 members 
Entering Unmasked Estep 
Score: -12508076.000000 Penalty: 5708.676758
	Iteration 48Q: 3 clusters Score -1.250808e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 98322 members 
Entering Unmasked Estep 
Score: -12508098.000000 Penalty: 5708.676758
	Iteration 49Q: 3 clusters Score -1.25081e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 98366 members 
Entering Unmasked Estep 
Score: -12508134.000000 Penalty: 5708.676758
	Iteration 50Q: 3 clusters Score -1.250813e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 98401 members 
Entering Unmasked Estep 
Score: -12508138.000000 Penalty: 5708.676758
	Iteration 51Q: 3 clusters Score -1.250814e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 98438 members 
Entering Unmasked Estep 
Score: -12508142.000000 Penalty: 5708.676758
	Iteration 52Q: 3 clusters Score -1.250814e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 98462 members 
Entering Unmasked Estep 
Score: -12508143.000000 Penalty: 5708.676758
	Iteration 53Q: 3 clusters Score -1.250814e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 98479 members 
Entering Unmasked Estep 
Score: -12508149.000000 Penalty: 5708.676758
	Iteration 54Q: 3 clusters Score -1.250815e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 98495 members 
Entering Unmasked Estep 
Score: -12508143.000000 Penalty: 5708.676758
	Iteration 55Q: 3 clusters Score -1.250814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 98508 members 
Entering Unmasked Estep 
Score: -12508141.000000 Penalty: 5708.676758
	Iteration 56Q: 3 clusters Score -1.250814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 98516 members 
Entering Unmasked Estep 
Score: -12508152.000000 Penalty: 5708.676758
	Iteration 57Q: 3 clusters Score -1.250815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 98520 members 
Entering Unmasked Estep 
Score: -12508161.000000 Penalty: 5708.676758
	Iteration 58Q: 3 clusters Score -1.250816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 98523 members 
Entering Unmasked Estep 
Score: -12508165.000000 Penalty: 5708.676758
	Iteration 59Q: 3 clusters Score -1.250816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 98524 members 
Entering Unmasked Estep 
Score: -12508153.000000 Penalty: 5708.676758
	Iteration 60F: 3 clusters Score -1.250815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 98527 members 
Entering Unmasked Estep 
Score: -12508152.000000 Penalty: 5708.676758
	Iteration 61Q: 3 clusters Score -1.250815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 98531 members 
Entering Unmasked Estep 
Score: -12508156.000000 Penalty: 5708.676758
	Iteration 62Q: 3 clusters Score -1.250816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 98531 members 
Entering Unmasked Estep 
Score: -12508156.000000 Penalty: 5708.676758
	Iteration 63F: 3 clusters Score -1.250816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -96948.257812 Penalty: 1727.807861
	Iteration 0F: 2 clusters Score -96948.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -95024.226562 Penalty: 3455.615723
	Iteration 0F: 3 clusters Score -95024.23 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -95450.531250 Penalty: 3455.615723
	Iteration 1F: 3 clusters Score -95450.53 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -95800.312500 Penalty: 3455.615723
	Iteration 2F: 3 clusters Score -95800.31 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -96059.828125 Penalty: 3455.615723
	Iteration 3F: 3 clusters Score -96059.83 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -96179.382812 Penalty: 3455.615723
	Iteration 4F: 3 clusters Score -96179.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -96237.257812 Penalty: 3455.615723
	Iteration 5Q: 3 clusters Score -96237.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -96267.398438 Penalty: 3455.615723
	Iteration 6Q: 3 clusters Score -96267.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -96292.109375 Penalty: 3455.615723
	Iteration 7Q: 3 clusters Score -96292.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -96310.945312 Penalty: 3455.615723
	Iteration 8Q: 3 clusters Score -96310.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -96319.445312 Penalty: 3455.615723
	Iteration 9Q: 3 clusters Score -96319.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -96324.507812 Penalty: 3455.615723
	Iteration 10Q: 3 clusters Score -96324.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -96327.539062 Penalty: 3455.615723
	Iteration 11Q: 3 clusters Score -96327.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -96328.164062 Penalty: 3455.615723
	Iteration 12Q: 3 clusters Score -96328.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -96330.234375 Penalty: 3455.615723
	Iteration 13Q: 3 clusters Score -96330.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -96330.234375 Penalty: 3455.615723
	Iteration 14F: 3 clusters Score -96330.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Entering Unmasked Estep 
Score: -1791261.125000 Penalty: 2374.078613
	Iteration 0F: 2 clusters Score -1791261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1780821.000000 Penalty: 4748.157227
	Iteration 0F: 3 clusters Score -1780821 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1784206.250000 Penalty: 4748.157227
	Iteration 1F: 3 clusters Score -1784206 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1784601.500000 Penalty: 4748.157227
	Iteration 2F: 3 clusters Score -1784602 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1784886.250000 Penalty: 4748.157227
	Iteration 3Q: 3 clusters Score -1784886 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1785171.125000 Penalty: 4748.157227
	Iteration 4Q: 3 clusters Score -1785171 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1785458.875000 Penalty: 4748.157227
	Iteration 5Q: 3 clusters Score -1785459 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1785750.250000 Penalty: 4748.157227
	Iteration 6Q: 3 clusters Score -1785750 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1786062.000000 Penalty: 4748.157227
	Iteration 7Q: 3 clusters Score -1786062 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1786397.875000 Penalty: 4748.157227
	Iteration 8Q: 3 clusters Score -1786398 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1786741.000000 Penalty: 4748.157227
	Iteration 9Q: 3 clusters Score -1786741 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1787080.750000 Penalty: 4748.157227
	Iteration 10Q: 3 clusters Score -1787081 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1787390.250000 Penalty: 4748.157227
	Iteration 11Q: 3 clusters Score -1787390 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1787689.125000 Penalty: 4748.157227
	Iteration 12Q: 3 clusters Score -1787689 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1787959.625000 Penalty: 4748.157227
	Iteration 13Q: 3 clusters Score -1787960 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1788194.500000 Penalty: 4748.157227
	Iteration 14Q: 3 clusters Score -1788194 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1788364.875000 Penalty: 4748.157227
	Iteration 15Q: 3 clusters Score -1788365 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1788522.875000 Penalty: 4748.157227
	Iteration 16Q: 3 clusters Score -1788523 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1788646.250000 Penalty: 4748.157227
	Iteration 17Q: 3 clusters Score -1788646 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1788748.875000 Penalty: 4748.157227
	Iteration 18Q: 3 clusters Score -1788749 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1788823.250000 Penalty: 4748.157227
	Iteration 19Q: 3 clusters Score -1788823 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1788880.250000 Penalty: 4748.157227
	Iteration 20F: 3 clusters Score -1788880 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1788923.250000 Penalty: 4748.157227
	Iteration 21Q: 3 clusters Score -1788923 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1788963.875000 Penalty: 4748.157227
	Iteration 22Q: 3 clusters Score -1788964 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1788988.250000 Penalty: 4748.157227
	Iteration 23Q: 3 clusters Score -1788988 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1789017.375000 Penalty: 4748.157227
	Iteration 24Q: 3 clusters Score -1789017 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1789036.250000 Penalty: 4748.157227
	Iteration 25Q: 3 clusters Score -1789036 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1789048.750000 Penalty: 4748.157227
	Iteration 26Q: 3 clusters Score -1789049 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1789079.375000 Penalty: 4748.157227
	Iteration 27Q: 3 clusters Score -1789079 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1789097.000000 Penalty: 4748.157227
	Iteration 28Q: 3 clusters Score -1789097 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1789114.000000 Penalty: 4748.157227
	Iteration 29Q: 3 clusters Score -1789114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1789128.750000 Penalty: 4748.157227
	Iteration 30Q: 3 clusters Score -1789129 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1789140.250000 Penalty: 4748.157227
	Iteration 31Q: 3 clusters Score -1789140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1789149.000000 Penalty: 4748.157227
	Iteration 32Q: 3 clusters Score -1789149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1789159.250000 Penalty: 4748.157227
	Iteration 33Q: 3 clusters Score -1789159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1789162.750000 Penalty: 4748.157227
	Iteration 34Q: 3 clusters Score -1789163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1789171.875000 Penalty: 4748.157227
	Iteration 35Q: 3 clusters Score -1789172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1789173.125000 Penalty: 4748.157227
	Iteration 36Q: 3 clusters Score -1789173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1789177.875000 Penalty: 4748.157227
	Iteration 37Q: 3 clusters Score -1789178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1789181.500000 Penalty: 4748.157227
	Iteration 38Q: 3 clusters Score -1789182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1789185.500000 Penalty: 4748.157227
	Iteration 39Q: 3 clusters Score -1789186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1789192.000000 Penalty: 4748.157227
	Iteration 40F: 3 clusters Score -1789192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1789191.000000 Penalty: 4748.157227
	Iteration 41Q: 3 clusters Score -1789191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1789191.875000 Penalty: 4748.157227
	Iteration 42Q: 3 clusters Score -1789192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1789199.000000 Penalty: 4748.157227
	Iteration 43Q: 3 clusters Score -1789199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1789202.000000 Penalty: 4748.157227
	Iteration 44Q: 3 clusters Score -1789202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1789204.750000 Penalty: 4748.157227
	Iteration 45Q: 3 clusters Score -1789205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1789208.625000 Penalty: 4748.157227
	Iteration 46Q: 3 clusters Score -1789209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1789213.625000 Penalty: 4748.157227
	Iteration 47Q: 3 clusters Score -1789214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1789216.625000 Penalty: 4748.157227
	Iteration 48Q: 3 clusters Score -1789217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1789216.625000 Penalty: 4748.157227
	Iteration 49Q: 3 clusters Score -1789217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1789220.125000 Penalty: 4748.157227
	Iteration 50Q: 3 clusters Score -1789220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1789224.500000 Penalty: 4748.157227
	Iteration 51Q: 3 clusters Score -1789224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1789222.875000 Penalty: 4748.157227
	Iteration 52Q: 3 clusters Score -1789223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1789227.750000 Penalty: 4748.157227
	Iteration 53Q: 3 clusters Score -1789228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1789225.125000 Penalty: 4748.157227
	Iteration 54Q: 3 clusters Score -1789225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1789227.500000 Penalty: 4748.157227
	Iteration 55Q: 3 clusters Score -1789228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1789228.125000 Penalty: 4748.157227
	Iteration 56Q: 3 clusters Score -1789228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1789229.000000 Penalty: 4748.157227
	Iteration 57Q: 3 clusters Score -1789229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1789229.250000 Penalty: 4748.157227
	Iteration 58Q: 3 clusters Score -1789229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1789229.250000 Penalty: 4748.157227
	Iteration 59F: 3 clusters Score -1789229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Entering Unmasked Estep 
Score: -402369.812500 Penalty: 2025.925171
	Iteration 0F: 2 clusters Score -402369.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -398773.125000 Penalty: 4051.850342
	Iteration 0F: 3 clusters Score -398773.1 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -399613.500000 Penalty: 4051.850342
	Iteration 1F: 3 clusters Score -399613.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -399779.406250 Penalty: 4051.850342
	Iteration 2F: 3 clusters Score -399779.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -399884.687500 Penalty: 4051.850342
	Iteration 3Q: 3 clusters Score -399884.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -399982.562500 Penalty: 4051.850342
	Iteration 4Q: 3 clusters Score -399982.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -400074.281250 Penalty: 4051.850342
	Iteration 5Q: 3 clusters Score -400074.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -400145.000000 Penalty: 4051.850342
	Iteration 6Q: 3 clusters Score -400145 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -400216.812500 Penalty: 4051.850342
	Iteration 7Q: 3 clusters Score -400216.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -400302.437500 Penalty: 4051.850342
	Iteration 8Q: 3 clusters Score -400302.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -400379.343750 Penalty: 4051.850342
	Iteration 9Q: 3 clusters Score -400379.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -400444.906250 Penalty: 4051.850342
	Iteration 10Q: 3 clusters Score -400444.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -400514.343750 Penalty: 4051.850342
	Iteration 11Q: 3 clusters Score -400514.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -400580.187500 Penalty: 4051.850342
	Iteration 12Q: 3 clusters Score -400580.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -400631.375000 Penalty: 4051.850342
	Iteration 13Q: 3 clusters Score -400631.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -400684.531250 Penalty: 4051.850342
	Iteration 14Q: 3 clusters Score -400684.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -400731.687500 Penalty: 4051.850342
	Iteration 15Q: 3 clusters Score -400731.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -400774.562500 Penalty: 4051.850342
	Iteration 16Q: 3 clusters Score -400774.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -400819.875000 Penalty: 4051.850342
	Iteration 17Q: 3 clusters Score -400819.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -400855.156250 Penalty: 4051.850342
	Iteration 18Q: 3 clusters Score -400855.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -400894.000000 Penalty: 4051.850342
	Iteration 19Q: 3 clusters Score -400894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -400920.031250 Penalty: 4051.850342
	Iteration 20F: 3 clusters Score -400920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -400936.500000 Penalty: 4051.850342
	Iteration 21Q: 3 clusters Score -400936.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -400950.906250 Penalty: 4051.850342
	Iteration 22Q: 3 clusters Score -400950.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -400960.781250 Penalty: 4051.850342
	Iteration 23Q: 3 clusters Score -400960.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -400970.875000 Penalty: 4051.850342
	Iteration 24Q: 3 clusters Score -400970.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -400976.968750 Penalty: 4051.850342
	Iteration 25Q: 3 clusters Score -400977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -400980.468750 Penalty: 4051.850342
	Iteration 26Q: 3 clusters Score -400980.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -400982.906250 Penalty: 4051.850342
	Iteration 27Q: 3 clusters Score -400982.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -400985.375000 Penalty: 4051.850342
	Iteration 28Q: 3 clusters Score -400985.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -400987.968750 Penalty: 4051.850342
	Iteration 29Q: 3 clusters Score -400988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -400990.093750 Penalty: 4051.850342
	Iteration 30Q: 3 clusters Score -400990.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -400989.875000 Penalty: 4051.850342
	Iteration 31Q: 3 clusters Score -400989.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -400991.562500 Penalty: 4051.850342
	Iteration 32Q: 3 clusters Score -400991.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -400991.750000 Penalty: 4051.850342
	Iteration 33Q: 3 clusters Score -400991.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -400992.937500 Penalty: 4051.850342
	Iteration 34Q: 3 clusters Score -400992.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -400993.250000 Penalty: 4051.850342
	Iteration 35Q: 3 clusters Score -400993.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -400993.250000 Penalty: 4051.850342
	Iteration 36F: 3 clusters Score -400993.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Entering Unmasked Estep 
Score: -2125378.500000 Penalty: 2430.265869
	Iteration 0F: 2 clusters Score -2125378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2112624.500000 Penalty: 4860.531738
	Iteration 0F: 3 clusters Score -2112624 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2116845.250000 Penalty: 4860.531738
	Iteration 1F: 3 clusters Score -2116845 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2117378.000000 Penalty: 4860.531738
	Iteration 2F: 3 clusters Score -2117378 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2117937.250000 Penalty: 4860.531738
	Iteration 3F: 3 clusters Score -2117937 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2118507.250000 Penalty: 4860.531738
	Iteration 4F: 3 clusters Score -2118507 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2119076.250000 Penalty: 4860.531738
	Iteration 5F: 3 clusters Score -2119076 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2119623.500000 Penalty: 4860.531738
	Iteration 6F: 3 clusters Score -2119624 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2120188.750000 Penalty: 4860.531738
	Iteration 7F: 3 clusters Score -2120189 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2120788.250000 Penalty: 4860.531738
	Iteration 8F: 3 clusters Score -2120788 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2121354.000000 Penalty: 4860.531738
	Iteration 9Q: 3 clusters Score -2121354 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2121929.750000 Penalty: 4860.531738
	Iteration 10Q: 3 clusters Score -2121930 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2122462.500000 Penalty: 4860.531738
	Iteration 11Q: 3 clusters Score -2122462 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2122972.750000 Penalty: 4860.531738
	Iteration 12Q: 3 clusters Score -2122973 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2123353.000000 Penalty: 4860.531738
	Iteration 13Q: 3 clusters Score -2123353 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2123621.250000 Penalty: 4860.531738
	Iteration 14Q: 3 clusters Score -2123621 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2123810.000000 Penalty: 4860.531738
	Iteration 15Q: 3 clusters Score -2123810 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2123952.750000 Penalty: 4860.531738
	Iteration 16Q: 3 clusters Score -2123953 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2124052.250000 Penalty: 4860.531738
	Iteration 17Q: 3 clusters Score -2124052 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2124135.000000 Penalty: 4860.531738
	Iteration 18Q: 3 clusters Score -2124135 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2124206.250000 Penalty: 4860.531738
	Iteration 19Q: 3 clusters Score -2124206 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2124254.500000 Penalty: 4860.531738
	Iteration 20F: 3 clusters Score -2124254 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2124276.500000 Penalty: 4860.531738
	Iteration 21Q: 3 clusters Score -2124276 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2124288.250000 Penalty: 4860.531738
	Iteration 22Q: 3 clusters Score -2124288 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2124306.250000 Penalty: 4860.531738
	Iteration 23Q: 3 clusters Score -2124306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2124308.500000 Penalty: 4860.531738
	Iteration 24Q: 3 clusters Score -2124308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2124308.000000 Penalty: 4860.531738
	Iteration 25Q: 3 clusters Score -2124308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2124309.500000 Penalty: 4860.531738
	Iteration 26Q: 3 clusters Score -2124310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2124312.250000 Penalty: 4860.531738
	Iteration 27Q: 3 clusters Score -2124312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2124320.250000 Penalty: 4860.531738
	Iteration 28Q: 3 clusters Score -2124320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2124318.250000 Penalty: 4860.531738
	Iteration 29Q: 3 clusters Score -2124318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2124321.250000 Penalty: 4860.531738
	Iteration 30Q: 3 clusters Score -2124321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2124321.750000 Penalty: 4860.531738
	Iteration 31Q: 3 clusters Score -2124322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2124319.250000 Penalty: 4860.531738
	Iteration 32Q: 3 clusters Score -2124319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2124323.750000 Penalty: 4860.531738
	Iteration 33Q: 3 clusters Score -2124324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2124332.000000 Penalty: 4860.531738
	Iteration 34Q: 3 clusters Score -2124332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2124330.500000 Penalty: 4860.531738
	Iteration 35Q: 3 clusters Score -2124330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2124328.500000 Penalty: 4860.531738
	Iteration 36Q: 3 clusters Score -2124328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2124329.500000 Penalty: 4860.531738
	Iteration 37Q: 3 clusters Score -2124330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2124330.000000 Penalty: 4860.531738
	Iteration 38Q: 3 clusters Score -2124330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2124330.750000 Penalty: 4860.531738
	Iteration 39Q: 3 clusters Score -2124331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2124333.500000 Penalty: 4860.531738
	Iteration 40F: 3 clusters Score -2124334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2124332.000000 Penalty: 4860.531738
	Iteration 41Q: 3 clusters Score -2124332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2124333.000000 Penalty: 4860.531738
	Iteration 42Q: 3 clusters Score -2124333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2124332.750000 Penalty: 4860.531738
	Iteration 43Q: 3 clusters Score -2124333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2124332.250000 Penalty: 4860.531738
	Iteration 44Q: 3 clusters Score -2124332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2124338.750000 Penalty: 4860.531738
	Iteration 45Q: 3 clusters Score -2124339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2124338.750000 Penalty: 4860.531738
	Iteration 46Q: 3 clusters Score -2124339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2124340.500000 Penalty: 4860.531738
	Iteration 47Q: 3 clusters Score -2124340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2124338.250000 Penalty: 4860.531738
	Iteration 48Q: 3 clusters Score -2124338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2124338.000000 Penalty: 4860.531738
	Iteration 49Q: 3 clusters Score -2124338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2124338.000000 Penalty: 4860.531738
	Iteration 50F: 3 clusters Score -2124338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Entering Unmasked Estep 
Score: -212063.718750 Penalty: 1876.573364
	Iteration 0F: 2 clusters Score -212063.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -209569.531250 Penalty: 3753.146729
	Iteration 0F: 3 clusters Score -209569.5 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -210617.562500 Penalty: 3753.146729
	Iteration 1F: 3 clusters Score -210617.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -211550.921875 Penalty: 3753.146729
	Iteration 2F: 3 clusters Score -211550.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -212833.578125 Penalty: 3753.146729
	Iteration 3F: 3 clusters Score -212833.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -214382.515625 Penalty: 3753.146729
	Iteration 4F: 3 clusters Score -214382.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -215575.265625 Penalty: 3753.146729
	Iteration 5F: 3 clusters Score -215575.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -215786.515625 Penalty: 3753.146729
	Iteration 6Q: 3 clusters Score -215786.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -215982.906250 Penalty: 3753.146729
	Iteration 7Q: 3 clusters Score -215982.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -216127.250000 Penalty: 3753.146729
	Iteration 8Q: 3 clusters Score -216127.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -216206.718750 Penalty: 3753.146729
	Iteration 9Q: 3 clusters Score -216206.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -216219.796875 Penalty: 3753.146729
	Iteration 10Q: 3 clusters Score -216219.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -216219.796875 Penalty: 3753.146729
	Iteration 11F: 3 clusters Score -216219.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 291970 members 
Mstep: Class 2 contains 57220 members 
Mstep: Class 3 contains 16851 members 
Mstep: Class 4 contains 307994 members 
Mstep: Class 5 contains 13521 members 
Mstep: Class 6 contains 23248 members 
Mstep: Class 7 contains 8180 members 
Mstep: Class 8 contains 105792 members 
Mstep: Class 9 contains 31032 members 
Mstep: Class 10 contains 78863 members 
Mstep: Class 11 contains 20759 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 21529 members 
Mstep: Class 14 contains 23189 members 
Mstep: Class 15 contains 99651 members 
Mstep: Class 16 contains 1061 members 
Mstep: Class 17 contains 14370 members 
Mstep: Class 18 contains 1663 members 
Mstep: Class 19 contains 3530 members 
Mstep: Class 20 contains 18024 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3918 members 
Mstep: Class 23 contains 8767 members 
Mstep: Class 24 contains 9176 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 108412 members 
Entering Unmasked Estep 
Score: -154607712.000000 Penalty: 90644.539062
Splitting cluster 21 changes total score from -154605280.000000 to -154607712.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 22 (3918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Entering Unmasked Estep 
Score: -476614.218750 Penalty: 2051.787354
	Iteration 0F: 2 clusters Score -476614.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -472789.593750 Penalty: 4103.574707
	Iteration 0F: 3 clusters Score -472789.6 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -473625.000000 Penalty: 4103.574707
	Iteration 1F: 3 clusters Score -473625 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -473800.218750 Penalty: 4103.574707
	Iteration 2F: 3 clusters Score -473800.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -473902.312500 Penalty: 4103.574707
	Iteration 3Q: 3 clusters Score -473902.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -473962.843750 Penalty: 4103.574707
	Iteration 4Q: 3 clusters Score -473962.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -474012.187500 Penalty: 4103.574707
	Iteration 5Q: 3 clusters Score -474012.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -474044.437500 Penalty: 4103.574707
	Iteration 6Q: 3 clusters Score -474044.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -474069.718750 Penalty: 4103.574707
	Iteration 7Q: 3 clusters Score -474069.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -474088.343750 Penalty: 4103.574707
	Iteration 8Q: 3 clusters Score -474088.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -474101.343750 Penalty: 4103.574707
	Iteration 9Q: 3 clusters Score -474101.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -474115.562500 Penalty: 4103.574707
	Iteration 10Q: 3 clusters Score -474115.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -474127.750000 Penalty: 4103.574707
	Iteration 11Q: 3 clusters Score -474127.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -474134.281250 Penalty: 4103.574707
	Iteration 12Q: 3 clusters Score -474134.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -474143.781250 Penalty: 4103.574707
	Iteration 13Q: 3 clusters Score -474143.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -474151.906250 Penalty: 4103.574707
	Iteration 14Q: 3 clusters Score -474151.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -474159.562500 Penalty: 4103.574707
	Iteration 15Q: 3 clusters Score -474159.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -474161.468750 Penalty: 4103.574707
	Iteration 16Q: 3 clusters Score -474161.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -474165.062500 Penalty: 4103.574707
	Iteration 17Q: 3 clusters Score -474165.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -474170.625000 Penalty: 4103.574707
	Iteration 18Q: 3 clusters Score -474170.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -474177.093750 Penalty: 4103.574707
	Iteration 19Q: 3 clusters Score -474177.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -474180.468750 Penalty: 4103.574707
	Iteration 20F: 3 clusters Score -474180.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -474184.875000 Penalty: 4103.574707
	Iteration 21Q: 3 clusters Score -474184.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -474186.625000 Penalty: 4103.574707
	Iteration 22Q: 3 clusters Score -474186.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -474188.687500 Penalty: 4103.574707
	Iteration 23Q: 3 clusters Score -474188.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -474191.125000 Penalty: 4103.574707
	Iteration 24Q: 3 clusters Score -474191.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -474190.937500 Penalty: 4103.574707
	Iteration 25Q: 3 clusters Score -474190.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -474192.312500 Penalty: 4103.574707
	Iteration 26Q: 3 clusters Score -474192.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -474193.125000 Penalty: 4103.574707
	Iteration 27Q: 3 clusters Score -474193.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -474193.875000 Penalty: 4103.574707
	Iteration 28Q: 3 clusters Score -474193.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -474196.656250 Penalty: 4103.574707
	Iteration 29Q: 3 clusters Score -474196.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -474197.843750 Penalty: 4103.574707
	Iteration 30Q: 3 clusters Score -474197.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -474199.687500 Penalty: 4103.574707
	Iteration 31Q: 3 clusters Score -474199.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -474199.968750 Penalty: 4103.574707
	Iteration 32Q: 3 clusters Score -474200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -474202.375000 Penalty: 4103.574707
	Iteration 33Q: 3 clusters Score -474202.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -474205.593750 Penalty: 4103.574707
	Iteration 34Q: 3 clusters Score -474205.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -474206.812500 Penalty: 4103.574707
	Iteration 35Q: 3 clusters Score -474206.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -474208.125000 Penalty: 4103.574707
	Iteration 36Q: 3 clusters Score -474208.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -474208.875000 Penalty: 4103.574707
	Iteration 37Q: 3 clusters Score -474208.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -474211.375000 Penalty: 4103.574707
	Iteration 38Q: 3 clusters Score -474211.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -474210.687500 Penalty: 4103.574707
	Iteration 39Q: 3 clusters Score -474210.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -474212.156250 Penalty: 4103.574707
	Iteration 40F: 3 clusters Score -474212.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -474214.531250 Penalty: 4103.574707
	Iteration 41Q: 3 clusters Score -474214.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -474216.656250 Penalty: 4103.574707
	Iteration 42Q: 3 clusters Score -474216.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -474218.375000 Penalty: 4103.574707
	Iteration 43Q: 3 clusters Score -474218.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -474222.093750 Penalty: 4103.574707
	Iteration 44Q: 3 clusters Score -474222.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -474224.250000 Penalty: 4103.574707
	Iteration 45Q: 3 clusters Score -474224.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -474226.062500 Penalty: 4103.574707
	Iteration 46Q: 3 clusters Score -474226.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -474226.593750 Penalty: 4103.574707
	Iteration 47Q: 3 clusters Score -474226.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -474228.218750 Penalty: 4103.574707
	Iteration 48Q: 3 clusters Score -474228.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -474229.593750 Penalty: 4103.574707
	Iteration 49Q: 3 clusters Score -474229.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -474231.437500 Penalty: 4103.574707
	Iteration 50Q: 3 clusters Score -474231.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -474233.968750 Penalty: 4103.574707
	Iteration 51Q: 3 clusters Score -474234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -474235.843750 Penalty: 4103.574707
	Iteration 52Q: 3 clusters Score -474235.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -474237.375000 Penalty: 4103.574707
	Iteration 53Q: 3 clusters Score -474237.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -474239.437500 Penalty: 4103.574707
	Iteration 54Q: 3 clusters Score -474239.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -474240.750000 Penalty: 4103.574707
	Iteration 55Q: 3 clusters Score -474240.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -474242.500000 Penalty: 4103.574707
	Iteration 56Q: 3 clusters Score -474242.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -474244.562500 Penalty: 4103.574707
	Iteration 57Q: 3 clusters Score -474244.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -474246.437500 Penalty: 4103.574707
	Iteration 58Q: 3 clusters Score -474246.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -474251.406250 Penalty: 4103.574707
	Iteration 59Q: 3 clusters Score -474251.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -474254.656250 Penalty: 4103.574707
	Iteration 60F: 3 clusters Score -474254.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -474257.312500 Penalty: 4103.574707
	Iteration 61Q: 3 clusters Score -474257.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -474259.437500 Penalty: 4103.574707
	Iteration 62Q: 3 clusters Score -474259.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -474262.093750 Penalty: 4103.574707
	Iteration 63Q: 3 clusters Score -474262.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -474265.656250 Penalty: 4103.574707
	Iteration 64Q: 3 clusters Score -474265.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -474269.062500 Penalty: 4103.574707
	Iteration 65Q: 3 clusters Score -474269.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -474271.312500 Penalty: 4103.574707
	Iteration 66Q: 3 clusters Score -474271.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -474276.218750 Penalty: 4103.574707
	Iteration 67Q: 3 clusters Score -474276.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -474277.906250 Penalty: 4103.574707
	Iteration 68Q: 3 clusters Score -474277.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -474283.468750 Penalty: 4103.574707
	Iteration 69Q: 3 clusters Score -474283.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -474288.218750 Penalty: 4103.574707
	Iteration 70Q: 3 clusters Score -474288.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -474296.906250 Penalty: 4103.574707
	Iteration 71Q: 3 clusters Score -474296.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -474307.062500 Penalty: 4103.574707
	Iteration 72Q: 3 clusters Score -474307.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -474321.437500 Penalty: 4103.574707
	Iteration 73Q: 3 clusters Score -474321.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -474338.906250 Penalty: 4103.574707
	Iteration 74Q: 3 clusters Score -474338.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -474355.156250 Penalty: 4103.574707
	Iteration 75Q: 3 clusters Score -474355.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -474371.875000 Penalty: 4103.574707
	Iteration 76Q: 3 clusters Score -474371.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -474383.656250 Penalty: 4103.574707
	Iteration 77Q: 3 clusters Score -474383.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -474398.000000 Penalty: 4103.574707
	Iteration 78Q: 3 clusters Score -474398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -474413.468750 Penalty: 4103.574707
	Iteration 79Q: 3 clusters Score -474413.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -474430.250000 Penalty: 4103.574707
	Iteration 80F: 3 clusters Score -474430.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -474448.593750 Penalty: 4103.574707
	Iteration 81Q: 3 clusters Score -474448.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -474458.968750 Penalty: 4103.574707
	Iteration 82Q: 3 clusters Score -474459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -474464.968750 Penalty: 4103.574707
	Iteration 83Q: 3 clusters Score -474465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -474474.312500 Penalty: 4103.574707
	Iteration 84Q: 3 clusters Score -474474.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -474481.093750 Penalty: 4103.574707
	Iteration 85Q: 3 clusters Score -474481.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -474486.718750 Penalty: 4103.574707
	Iteration 86Q: 3 clusters Score -474486.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -474491.906250 Penalty: 4103.574707
	Iteration 87Q: 3 clusters Score -474491.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -474503.937500 Penalty: 4103.574707
	Iteration 88Q: 3 clusters Score -474503.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -474513.343750 Penalty: 4103.574707
	Iteration 89Q: 3 clusters Score -474513.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -474524.562500 Penalty: 4103.574707
	Iteration 90Q: 3 clusters Score -474524.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -474536.531250 Penalty: 4103.574707
	Iteration 91Q: 3 clusters Score -474536.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -474549.656250 Penalty: 4103.574707
	Iteration 92Q: 3 clusters Score -474549.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -474566.656250 Penalty: 4103.574707
	Iteration 93Q: 3 clusters Score -474566.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -474582.281250 Penalty: 4103.574707
	Iteration 94Q: 3 clusters Score -474582.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -474601.062500 Penalty: 4103.574707
	Iteration 95Q: 3 clusters Score -474601.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -474617.687500 Penalty: 4103.574707
	Iteration 96Q: 3 clusters Score -474617.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -474635.187500 Penalty: 4103.574707
	Iteration 97Q: 3 clusters Score -474635.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -474647.562500 Penalty: 4103.574707
	Iteration 98Q: 3 clusters Score -474647.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -474661.218750 Penalty: 4103.574707
	Iteration 99Q: 3 clusters Score -474661.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -474677.500000 Penalty: 4103.574707
	Iteration 100F: 3 clusters Score -474677.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -474692.968750 Penalty: 4103.574707
	Iteration 101Q: 3 clusters Score -474693 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -474709.843750 Penalty: 4103.574707
	Iteration 102Q: 3 clusters Score -474709.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -474729.750000 Penalty: 4103.574707
	Iteration 103Q: 3 clusters Score -474729.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -474753.875000 Penalty: 4103.574707
	Iteration 104Q: 3 clusters Score -474753.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -474775.875000 Penalty: 4103.574707
	Iteration 105Q: 3 clusters Score -474775.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -474807.625000 Penalty: 4103.574707
	Iteration 106Q: 3 clusters Score -474807.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -474830.250000 Penalty: 4103.574707
	Iteration 107Q: 3 clusters Score -474830.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -474845.375000 Penalty: 4103.574707
	Iteration 108Q: 3 clusters Score -474845.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -474858.468750 Penalty: 4103.574707
	Iteration 109Q: 3 clusters Score -474858.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -474868.218750 Penalty: 4103.574707
	Iteration 110Q: 3 clusters Score -474868.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -474878.375000 Penalty: 4103.574707
	Iteration 111Q: 3 clusters Score -474878.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -474884.437500 Penalty: 4103.574707
	Iteration 112Q: 3 clusters Score -474884.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -474888.562500 Penalty: 4103.574707
	Iteration 113Q: 3 clusters Score -474888.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -474892.281250 Penalty: 4103.574707
	Iteration 114Q: 3 clusters Score -474892.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -474894.031250 Penalty: 4103.574707
	Iteration 115Q: 3 clusters Score -474894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -474898.937500 Penalty: 4103.574707
	Iteration 116Q: 3 clusters Score -474898.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -474906.937500 Penalty: 4103.574707
	Iteration 117Q: 3 clusters Score -474906.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -474911.406250 Penalty: 4103.574707
	Iteration 118Q: 3 clusters Score -474911.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -474917.062500 Penalty: 4103.574707
	Iteration 119Q: 3 clusters Score -474917.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -474923.500000 Penalty: 4103.574707
	Iteration 120F: 3 clusters Score -474923.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -474927.875000 Penalty: 4103.574707
	Iteration 121Q: 3 clusters Score -474927.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -474934.093750 Penalty: 4103.574707
	Iteration 122Q: 3 clusters Score -474934.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -474937.375000 Penalty: 4103.574707
	Iteration 123Q: 3 clusters Score -474937.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -474939.375000 Penalty: 4103.574707
	Iteration 124Q: 3 clusters Score -474939.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -474940.843750 Penalty: 4103.574707
	Iteration 125Q: 3 clusters Score -474940.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -474941.125000 Penalty: 4103.574707
	Iteration 126Q: 3 clusters Score -474941.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -474941.125000 Penalty: 4103.574707
	Iteration 127F: 3 clusters Score -474941.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Entering Unmasked Estep 
Score: -1107480.750000 Penalty: 2251.530029
	Iteration 0F: 2 clusters Score -1107481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1100709.500000 Penalty: 4503.060059
	Iteration 0F: 3 clusters Score -1100710 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1102670.375000 Penalty: 4503.060059
	Iteration 1F: 3 clusters Score -1102670 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1103017.000000 Penalty: 4503.060059
	Iteration 2F: 3 clusters Score -1103017 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1103341.750000 Penalty: 4503.060059
	Iteration 3F: 3 clusters Score -1103342 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1103641.500000 Penalty: 4503.060059
	Iteration 4F: 3 clusters Score -1103642 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1103916.000000 Penalty: 4503.060059
	Iteration 5Q: 3 clusters Score -1103916 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1104174.750000 Penalty: 4503.060059
	Iteration 6Q: 3 clusters Score -1104175 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1104442.375000 Penalty: 4503.060059
	Iteration 7Q: 3 clusters Score -1104442 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1104682.750000 Penalty: 4503.060059
	Iteration 8Q: 3 clusters Score -1104683 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1104903.625000 Penalty: 4503.060059
	Iteration 9Q: 3 clusters Score -1104904 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1105079.375000 Penalty: 4503.060059
	Iteration 10Q: 3 clusters Score -1105079 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1105217.000000 Penalty: 4503.060059
	Iteration 11Q: 3 clusters Score -1105217 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1105341.750000 Penalty: 4503.060059
	Iteration 12Q: 3 clusters Score -1105342 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1105423.875000 Penalty: 4503.060059
	Iteration 13Q: 3 clusters Score -1105424 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1105470.250000 Penalty: 4503.060059
	Iteration 14Q: 3 clusters Score -1105470 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1105513.125000 Penalty: 4503.060059
	Iteration 15Q: 3 clusters Score -1105513 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1105544.625000 Penalty: 4503.060059
	Iteration 16Q: 3 clusters Score -1105545 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1105572.375000 Penalty: 4503.060059
	Iteration 17Q: 3 clusters Score -1105572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1105597.000000 Penalty: 4503.060059
	Iteration 18Q: 3 clusters Score -1105597 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1105613.750000 Penalty: 4503.060059
	Iteration 19Q: 3 clusters Score -1105614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1105620.000000 Penalty: 4503.060059
	Iteration 20F: 3 clusters Score -1105620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1105623.750000 Penalty: 4503.060059
	Iteration 21Q: 3 clusters Score -1105624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1105632.500000 Penalty: 4503.060059
	Iteration 22Q: 3 clusters Score -1105632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1105638.125000 Penalty: 4503.060059
	Iteration 23Q: 3 clusters Score -1105638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1105647.000000 Penalty: 4503.060059
	Iteration 24Q: 3 clusters Score -1105647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1105650.000000 Penalty: 4503.060059
	Iteration 25Q: 3 clusters Score -1105650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1105654.000000 Penalty: 4503.060059
	Iteration 26Q: 3 clusters Score -1105654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1105656.125000 Penalty: 4503.060059
	Iteration 27Q: 3 clusters Score -1105656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1105658.750000 Penalty: 4503.060059
	Iteration 28Q: 3 clusters Score -1105659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1105659.500000 Penalty: 4503.060059
	Iteration 29Q: 3 clusters Score -1105660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1105660.500000 Penalty: 4503.060059
	Iteration 30Q: 3 clusters Score -1105660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1105661.750000 Penalty: 4503.060059
	Iteration 31Q: 3 clusters Score -1105662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1105661.750000 Penalty: 4503.060059
	Iteration 32F: 3 clusters Score -1105662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Entering Unmasked Estep 
Score: -1082640.625000 Penalty: 2262.837891
	Iteration 0F: 2 clusters Score -1082641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1075511.250000 Penalty: 4525.675781
	Iteration 0F: 3 clusters Score -1075511 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1077429.250000 Penalty: 4525.675781
	Iteration 1F: 3 clusters Score -1077429 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1077782.125000 Penalty: 4525.675781
	Iteration 2F: 3 clusters Score -1077782 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1078177.125000 Penalty: 4525.675781
	Iteration 3F: 3 clusters Score -1078177 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1078669.500000 Penalty: 4525.675781
	Iteration 4F: 3 clusters Score -1078670 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1079259.750000 Penalty: 4525.675781
	Iteration 5F: 3 clusters Score -1079260 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1079843.375000 Penalty: 4525.675781
	Iteration 6F: 3 clusters Score -1079843 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1080383.750000 Penalty: 4525.675781
	Iteration 7F: 3 clusters Score -1080384 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1080815.000000 Penalty: 4525.675781
	Iteration 8F: 3 clusters Score -1080815 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1081070.625000 Penalty: 4525.675781
	Iteration 9Q: 3 clusters Score -1081071 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1081229.375000 Penalty: 4525.675781
	Iteration 10Q: 3 clusters Score -1081229 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1081334.625000 Penalty: 4525.675781
	Iteration 11Q: 3 clusters Score -1081335 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1081405.875000 Penalty: 4525.675781
	Iteration 12Q: 3 clusters Score -1081406 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1081455.625000 Penalty: 4525.675781
	Iteration 13Q: 3 clusters Score -1081456 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1081483.625000 Penalty: 4525.675781
	Iteration 14Q: 3 clusters Score -1081484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1081503.000000 Penalty: 4525.675781
	Iteration 15Q: 3 clusters Score -1081503 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1081522.125000 Penalty: 4525.675781
	Iteration 16Q: 3 clusters Score -1081522 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1081532.875000 Penalty: 4525.675781
	Iteration 17Q: 3 clusters Score -1081533 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1081546.375000 Penalty: 4525.675781
	Iteration 18Q: 3 clusters Score -1081546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1081551.750000 Penalty: 4525.675781
	Iteration 19Q: 3 clusters Score -1081552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1081559.500000 Penalty: 4525.675781
	Iteration 20F: 3 clusters Score -1081560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1081568.250000 Penalty: 4525.675781
	Iteration 21Q: 3 clusters Score -1081568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1081572.500000 Penalty: 4525.675781
	Iteration 22Q: 3 clusters Score -1081572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1081578.125000 Penalty: 4525.675781
	Iteration 23Q: 3 clusters Score -1081578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1081585.500000 Penalty: 4525.675781
	Iteration 24Q: 3 clusters Score -1081586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1081596.375000 Penalty: 4525.675781
	Iteration 25Q: 3 clusters Score -1081596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1081605.250000 Penalty: 4525.675781
	Iteration 26Q: 3 clusters Score -1081605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1081614.125000 Penalty: 4525.675781
	Iteration 27Q: 3 clusters Score -1081614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1081620.250000 Penalty: 4525.675781
	Iteration 28Q: 3 clusters Score -1081620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1081628.375000 Penalty: 4525.675781
	Iteration 29Q: 3 clusters Score -1081628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1081639.250000 Penalty: 4525.675781
	Iteration 30Q: 3 clusters Score -1081639 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1081648.750000 Penalty: 4525.675781
	Iteration 31Q: 3 clusters Score -1081649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1081653.375000 Penalty: 4525.675781
	Iteration 32Q: 3 clusters Score -1081653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1081659.000000 Penalty: 4525.675781
	Iteration 33Q: 3 clusters Score -1081659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1081662.250000 Penalty: 4525.675781
	Iteration 34Q: 3 clusters Score -1081662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1081665.750000 Penalty: 4525.675781
	Iteration 35Q: 3 clusters Score -1081666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1081665.875000 Penalty: 4525.675781
	Iteration 36Q: 3 clusters Score -1081666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1081672.000000 Penalty: 4525.675781
	Iteration 37Q: 3 clusters Score -1081672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1081675.125000 Penalty: 4525.675781
	Iteration 38Q: 3 clusters Score -1081675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1081673.625000 Penalty: 4525.675781
	Iteration 39Q: 3 clusters Score -1081674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1081679.000000 Penalty: 4525.675781
	Iteration 40F: 3 clusters Score -1081679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1081681.875000 Penalty: 4525.675781
	Iteration 41Q: 3 clusters Score -1081682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1081684.500000 Penalty: 4525.675781
	Iteration 42Q: 3 clusters Score -1081684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1081686.500000 Penalty: 4525.675781
	Iteration 43Q: 3 clusters Score -1081686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1081686.000000 Penalty: 4525.675781
	Iteration 44Q: 3 clusters Score -1081686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1081686.625000 Penalty: 4525.675781
	Iteration 45Q: 3 clusters Score -1081687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1081688.875000 Penalty: 4525.675781
	Iteration 46Q: 3 clusters Score -1081689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1081688.250000 Penalty: 4525.675781
	Iteration 47Q: 3 clusters Score -1081688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1081688.250000 Penalty: 4525.675781
	Iteration 48F: 3 clusters Score -1081688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -102736.835938 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -102736.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -101075.406250 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -101075.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -101877.445312 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -101877.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -102214.468750 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -102214.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -102934.265625 Penalty: 3421.762451
	Iteration 3F: 3 clusters Score -102934.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -103806.132812 Penalty: 3421.762451
	Iteration 4F: 3 clusters Score -103806.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -104090.375000 Penalty: 3421.762451
	Iteration 5F: 3 clusters Score -104090.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -104162.500000 Penalty: 3421.762451
	Iteration 6Q: 3 clusters Score -104162.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -104205.710938 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -104205.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -104236.773438 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -104236.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -104258.218750 Penalty: 3421.762451
	Iteration 9Q: 3 clusters Score -104258.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -104264.125000 Penalty: 3421.762451
	Iteration 10Q: 3 clusters Score -104264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -104269.859375 Penalty: 3421.762451
	Iteration 11Q: 3 clusters Score -104269.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -104272.359375 Penalty: 3421.762451
	Iteration 12F: 3 clusters Score -104272.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -104290.953125 Penalty: 3421.762451
	Iteration 13Q: 3 clusters Score -104291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -104290.953125 Penalty: 3421.762451
	Iteration 14F: 3 clusters Score -104291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 291970 members 
Mstep: Class 2 contains 57220 members 
Mstep: Class 3 contains 16851 members 
Mstep: Class 4 contains 307994 members 
Mstep: Class 5 contains 13521 members 
Mstep: Class 6 contains 23248 members 
Mstep: Class 7 contains 8180 members 
Mstep: Class 8 contains 105792 members 
Mstep: Class 9 contains 31032 members 
Mstep: Class 10 contains 78863 members 
Mstep: Class 11 contains 20759 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 21529 members 
Mstep: Class 14 contains 23189 members 
Mstep: Class 15 contains 99651 members 
Mstep: Class 16 contains 1061 members 
Mstep: Class 17 contains 14370 members 
Mstep: Class 18 contains 1663 members 
Mstep: Class 19 contains 3530 members 
Mstep: Class 20 contains 18024 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3918 members 
Mstep: Class 23 contains 8767 members 
Mstep: Class 24 contains 9176 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 108412 members 
Mstep: Class 27 contains 185 members 
Entering Unmasked Estep 
Score: -154607264.000000 Penalty: 94130.875000
Splitting cluster 25 changes total score from -154605280.000000 to -154607264.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 26 (108412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108412 members 
Entering Unmasked Estep 
Score: -13638727.000000 Penalty: 2875.236084
	Iteration 0F: 2 clusters Score -1.363873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -13566169.000000 Penalty: 5750.472168
	Iteration 0F: 3 clusters Score -1.356617e+07 nChanged 51545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -13595784.000000 Penalty: 5750.472168
	Iteration 1F: 3 clusters Score -1.359578e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51931 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -13596529.000000 Penalty: 5750.472168
	Iteration 2Q: 3 clusters Score -1.359653e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50554 members 
Mstep: Class 2 contains 57858 members 
Entering Unmasked Estep 
Score: -13597506.000000 Penalty: 5750.472168
	Iteration 3Q: 3 clusters Score -1.359751e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 59987 members 
Entering Unmasked Estep 
Score: -13598700.000000 Penalty: 5750.472168
	Iteration 4Q: 3 clusters Score -1.35987e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 62953 members 
Entering Unmasked Estep 
Score: -13600420.000000 Penalty: 5750.472168
	Iteration 5Q: 3 clusters Score -1.360042e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 67201 members 
Entering Unmasked Estep 
Score: -13603198.000000 Penalty: 5750.472168
	Iteration 6Q: 3 clusters Score -1.36032e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 72992 members 
Entering Unmasked Estep 
Score: -13607710.000000 Penalty: 5750.472168
	Iteration 7F: 3 clusters Score -1.360771e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 79969 members 
Entering Unmasked Estep 
Score: -13613619.000000 Penalty: 5750.472168
	Iteration 8F: 3 clusters Score -1.361362e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 87095 members 
Entering Unmasked Estep 
Score: -13620027.000000 Penalty: 5750.472168
	Iteration 9F: 3 clusters Score -1.362003e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 93375 members 
Entering Unmasked Estep 
Score: -13625513.000000 Penalty: 5750.472168
	Iteration 10F: 3 clusters Score -1.362551e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 98129 members 
Entering Unmasked Estep 
Score: -13629396.000000 Penalty: 5750.472168
	Iteration 11Q: 3 clusters Score -1.36294e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 101508 members 
Entering Unmasked Estep 
Score: -13631981.000000 Penalty: 5750.472168
	Iteration 12Q: 3 clusters Score -1.363198e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 103663 members 
Entering Unmasked Estep 
Score: -13633621.000000 Penalty: 5750.472168
	Iteration 13Q: 3 clusters Score -1.363362e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 105057 members 
Entering Unmasked Estep 
Score: -13634630.000000 Penalty: 5750.472168
	Iteration 14Q: 3 clusters Score -1.363463e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 105945 members 
Entering Unmasked Estep 
Score: -13635295.000000 Penalty: 5750.472168
	Iteration 15Q: 3 clusters Score -1.36353e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 106451 members 
Entering Unmasked Estep 
Score: -13635634.000000 Penalty: 5750.472168
	Iteration 16Q: 3 clusters Score -1.363563e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 106770 members 
Entering Unmasked Estep 
Score: -13635852.000000 Penalty: 5750.472168
	Iteration 17Q: 3 clusters Score -1.363585e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 106965 members 
Entering Unmasked Estep 
Score: -13635988.000000 Penalty: 5750.472168
	Iteration 18Q: 3 clusters Score -1.363599e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 107105 members 
Entering Unmasked Estep 
Score: -13636125.000000 Penalty: 5750.472168
	Iteration 19Q: 3 clusters Score -1.363612e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 107205 members 
Entering Unmasked Estep 
Score: -13636187.000000 Penalty: 5750.472168
	Iteration 20F: 3 clusters Score -1.363619e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 107290 members 
Entering Unmasked Estep 
Score: -13636254.000000 Penalty: 5750.472168
	Iteration 21Q: 3 clusters Score -1.363625e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 107358 members 
Entering Unmasked Estep 
Score: -13636279.000000 Penalty: 5750.472168
	Iteration 22Q: 3 clusters Score -1.363628e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 107404 members 
Entering Unmasked Estep 
Score: -13636289.000000 Penalty: 5750.472168
	Iteration 23Q: 3 clusters Score -1.363629e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 107435 members 
Entering Unmasked Estep 
Score: -13636311.000000 Penalty: 5750.472168
	Iteration 24Q: 3 clusters Score -1.363631e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 107471 members 
Entering Unmasked Estep 
Score: -13636342.000000 Penalty: 5750.472168
	Iteration 25Q: 3 clusters Score -1.363634e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 107497 members 
Entering Unmasked Estep 
Score: -13636377.000000 Penalty: 5750.472168
	Iteration 26Q: 3 clusters Score -1.363638e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 107520 members 
Entering Unmasked Estep 
Score: -13636375.000000 Penalty: 5750.472168
	Iteration 27Q: 3 clusters Score -1.363638e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 107528 members 
Entering Unmasked Estep 
Score: -13636375.000000 Penalty: 5750.472168
	Iteration 28Q: 3 clusters Score -1.363638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 107534 members 
Entering Unmasked Estep 
Score: -13636390.000000 Penalty: 5750.472168
	Iteration 29Q: 3 clusters Score -1.363639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 107539 members 
Entering Unmasked Estep 
Score: -13636397.000000 Penalty: 5750.472168
	Iteration 30Q: 3 clusters Score -1.36364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 107544 members 
Entering Unmasked Estep 
Score: -13636398.000000 Penalty: 5750.472168
	Iteration 31Q: 3 clusters Score -1.36364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 107550 members 
Entering Unmasked Estep 
Score: -13636407.000000 Penalty: 5750.472168
	Iteration 32Q: 3 clusters Score -1.363641e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 107551 members 
Entering Unmasked Estep 
Score: -13636410.000000 Penalty: 5750.472168
	Iteration 33Q: 3 clusters Score -1.363641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 107553 members 
Entering Unmasked Estep 
Score: -13636401.000000 Penalty: 5750.472168
	Iteration 34Q: 3 clusters Score -1.36364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 107556 members 
Entering Unmasked Estep 
Score: -13636418.000000 Penalty: 5750.472168
	Iteration 35Q: 3 clusters Score -1.363642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 107559 members 
Entering Unmasked Estep 
Score: -13636427.000000 Penalty: 5750.472168
	Iteration 36Q: 3 clusters Score -1.363643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 107562 members 
Entering Unmasked Estep 
Score: -13636417.000000 Penalty: 5750.472168
	Iteration 37Q: 3 clusters Score -1.363642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 107561 members 
Entering Unmasked Estep 
Score: -13636414.000000 Penalty: 5750.472168
	Iteration 38Q: 3 clusters Score -1.363641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 107561 members 
Entering Unmasked Estep 
Score: -13636421.000000 Penalty: 5750.472168
	Iteration 39Q: 3 clusters Score -1.363642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 107562 members 
Entering Unmasked Estep 
Score: -13636421.000000 Penalty: 5750.472168
	Iteration 40F: 3 clusters Score -1.363642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 107564 members 
Entering Unmasked Estep 
Score: -13636427.000000 Penalty: 5750.472168
	Iteration 41Q: 3 clusters Score -1.363643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 107563 members 
Entering Unmasked Estep 
Score: -13636427.000000 Penalty: 5750.472168
	Iteration 42Q: 3 clusters Score -1.363643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 107564 members 
Entering Unmasked Estep 
Score: -13636430.000000 Penalty: 5750.472168
	Iteration 43Q: 3 clusters Score -1.363643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 107565 members 
Entering Unmasked Estep 
Score: -13636430.000000 Penalty: 5750.472168
	Iteration 44Q: 3 clusters Score -1.363643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 107566 members 
Entering Unmasked Estep 
Score: -13636433.000000 Penalty: 5750.472168
	Iteration 45Q: 3 clusters Score -1.363643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 107566 members 
Entering Unmasked Estep 
Score: -13636433.000000 Penalty: 5750.472168
	Iteration 46F: 3 clusters Score -1.363643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 291970 members 
Mstep: Class 2 contains 57220 members 
Mstep: Class 3 contains 16851 members 
Mstep: Class 4 contains 307994 members 
Mstep: Class 5 contains 13521 members 
Mstep: Class 6 contains 23248 members 
Mstep: Class 7 contains 8180 members 
Mstep: Class 8 contains 105792 members 
Mstep: Class 9 contains 31032 members 
Mstep: Class 10 contains 78863 members 
Mstep: Class 11 contains 20759 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 21529 members 
Mstep: Class 14 contains 23189 members 
Mstep: Class 15 contains 99651 members 
Mstep: Class 16 contains 1061 members 
Mstep: Class 17 contains 14370 members 
Mstep: Class 19 contains 3530 members 
Mstep: Class 20 contains 18024 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3918 members 
Mstep: Class 23 contains 8767 members 
Mstep: Class 24 contains 9176 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 108412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154608944.000000 Penalty: 94130.875000
Iteration 79Q: 28 clusters Score -1.546089e+08 nChanged 15637
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 287362 members 
Mstep: Class 2 contains 56906 members 
Mstep: Class 3 contains 16836 members 
Mstep: Class 4 contains 316056 members 
Mstep: Class 5 contains 13352 members 
Mstep: Class 6 contains 23266 members 
Mstep: Class 7 contains 8189 members 
Mstep: Class 8 contains 105832 members 
Mstep: Class 9 contains 31065 members 
Mstep: Class 10 contains 79032 members 
Mstep: Class 11 contains 20671 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 21547 members 
Mstep: Class 14 contains 23265 members 
Mstep: Class 15 contains 98490 members 
Mstep: Class 16 contains 1065 members 
Mstep: Class 17 contains 14288 members 
Mstep: Class 18 contains 1660 members 
Mstep: Class 19 contains 3543 members 
Mstep: Class 20 contains 17967 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 8698 members 
Mstep: Class 24 contains 9165 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 106551 members 
Mstep: Class 27 contains 180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154609216.000000 Penalty: 94130.875000
Iteration 80F: 28 clusters Score -1.546092e+08 nChanged 23980
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 278306 members 
Mstep: Class 2 contains 56537 members 
Mstep: Class 3 contains 16867 members 
Mstep: Class 4 contains 329093 members 
Mstep: Class 5 contains 13144 members 
Mstep: Class 6 contains 23254 members 
Mstep: Class 7 contains 8193 members 
Mstep: Class 8 contains 105899 members 
Mstep: Class 9 contains 31112 members 
Mstep: Class 10 contains 79314 members 
Mstep: Class 11 contains 20573 members 
Mstep: Class 12 contains 4095 members 
Mstep: Class 13 contains 21567 members 
Mstep: Class 14 contains 23324 members 
Mstep: Class 15 contains 96804 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 14152 members 
Mstep: Class 18 contains 1700 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 17945 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 8640 members 
Mstep: Class 24 contains 9151 members 
Mstep: Class 25 contains 793 members 
Mstep: Class 26 contains 104631 members 
Mstep: Class 27 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154603616.000000 Penalty: 94130.875000
Iteration 81Q: 28 clusters Score -1.546036e+08 nChanged 37365
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 263878 members 
Mstep: Class 2 contains 56108 members 
Mstep: Class 3 contains 16942 members 
Mstep: Class 4 contains 347365 members 
Mstep: Class 5 contains 12863 members 
Mstep: Class 6 contains 23270 members 
Mstep: Class 7 contains 8183 members 
Mstep: Class 8 contains 106265 members 
Mstep: Class 9 contains 31158 members 
Mstep: Class 10 contains 79777 members 
Mstep: Class 11 contains 20485 members 
Mstep: Class 12 contains 4095 members 
Mstep: Class 13 contains 21561 members 
Mstep: Class 14 contains 23390 members 
Mstep: Class 15 contains 94615 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 13953 members 
Mstep: Class 18 contains 1705 members 
Mstep: Class 19 contains 3618 members 
Mstep: Class 20 contains 18118 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 8560 members 
Mstep: Class 24 contains 9137 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 102810 members 
Mstep: Class 27 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154587744.000000 Penalty: 94130.875000
Iteration 82Q: 28 clusters Score -1.545877e+08 nChanged 51586
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 247470 members 
Mstep: Class 2 contains 55878 members 
Mstep: Class 3 contains 17143 members 
Mstep: Class 4 contains 366081 members 
Mstep: Class 5 contains 12535 members 
Mstep: Class 6 contains 23312 members 
Mstep: Class 7 contains 8197 members 
Mstep: Class 8 contains 106940 members 
Mstep: Class 9 contains 31195 members 
Mstep: Class 10 contains 80545 members 
Mstep: Class 11 contains 20460 members 
Mstep: Class 12 contains 4112 members 
Mstep: Class 13 contains 21556 members 
Mstep: Class 14 contains 23436 members 
Mstep: Class 15 contains 92618 members 
Mstep: Class 16 contains 1076 members 
Mstep: Class 17 contains 13832 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3660 members 
Mstep: Class 20 contains 18417 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3903 members 
Mstep: Class 23 contains 8486 members 
Mstep: Class 24 contains 9122 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 101146 members 
Mstep: Class 27 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154559184.000000 Penalty: 94130.875000
Iteration 83Q: 28 clusters Score -1.545592e+08 nChanged 57120
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238308 members 
Mstep: Class 2 contains 56222 members 
Mstep: Class 3 contains 17650 members 
Mstep: Class 4 contains 372149 members 
Mstep: Class 5 contains 12287 members 
Mstep: Class 6 contains 23454 members 
Mstep: Class 7 contains 8215 members 
Mstep: Class 8 contains 108436 members 
Mstep: Class 9 contains 31189 members 
Mstep: Class 10 contains 81541 members 
Mstep: Class 11 contains 20642 members 
Mstep: Class 12 contains 4133 members 
Mstep: Class 13 contains 21561 members 
Mstep: Class 14 contains 23486 members 
Mstep: Class 15 contains 92178 members 
Mstep: Class 16 contains 1082 members 
Mstep: Class 17 contains 14097 members 
Mstep: Class 18 contains 1710 members 
Mstep: Class 19 contains 3712 members 
Mstep: Class 20 contains 18762 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3901 members 
Mstep: Class 23 contains 8405 members 
Mstep: Class 24 contains 9102 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 100596 members 
Mstep: Class 27 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154544544.000000 Penalty: 94130.875000
Iteration 84Q: 28 clusters Score -1.545445e+08 nChanged 45408
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 240234 members 
Mstep: Class 2 contains 57047 members 
Mstep: Class 3 contains 18252 members 
Mstep: Class 4 contains 362962 members 
Mstep: Class 5 contains 12123 members 
Mstep: Class 6 contains 23564 members 
Mstep: Class 7 contains 8218 members 
Mstep: Class 8 contains 110474 members 
Mstep: Class 9 contains 31197 members 
Mstep: Class 10 contains 82195 members 
Mstep: Class 11 contains 20988 members 
Mstep: Class 12 contains 4145 members 
Mstep: Class 13 contains 21566 members 
Mstep: Class 14 contains 23557 members 
Mstep: Class 15 contains 93550 members 
Mstep: Class 16 contains 1088 members 
Mstep: Class 17 contains 14640 members 
Mstep: Class 18 contains 1711 members 
Mstep: Class 19 contains 3750 members 
Mstep: Class 20 contains 18990 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 8339 members 
Mstep: Class 24 contains 9087 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 101226 members 
Mstep: Class 27 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154557536.000000 Penalty: 94130.875000
Iteration 85Q: 28 clusters Score -1.545575e+08 nChanged 32165
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 246778 members 
Mstep: Class 2 contains 57712 members 
Mstep: Class 3 contains 18681 members 
Mstep: Class 4 contains 351067 members 
Mstep: Class 5 contains 11940 members 
Mstep: Class 6 contains 23576 members 
Mstep: Class 7 contains 8226 members 
Mstep: Class 8 contains 112135 members 
Mstep: Class 9 contains 31189 members 
Mstep: Class 10 contains 82196 members 
Mstep: Class 11 contains 21212 members 
Mstep: Class 12 contains 4149 members 
Mstep: Class 13 contains 21569 members 
Mstep: Class 14 contains 23601 members 
Mstep: Class 15 contains 95067 members 
Mstep: Class 16 contains 1092 members 
Mstep: Class 17 contains 14995 members 
Mstep: Class 18 contains 1712 members 
Mstep: Class 19 contains 3771 members 
Mstep: Class 20 contains 19024 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 8274 members 
Mstep: Class 24 contains 9067 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 101853 members 
Mstep: Class 27 contains 235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573312.000000 Penalty: 94130.875000
Iteration 86Q: 28 clusters Score -1.545733e+08 nChanged 25190
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 255034 members 
Mstep: Class 2 contains 58154 members 
Mstep: Class 3 contains 18938 members 
Mstep: Class 4 contains 339643 members 
Mstep: Class 5 contains 11733 members 
Mstep: Class 6 contains 23578 members 
Mstep: Class 7 contains 8235 members 
Mstep: Class 8 contains 113255 members 
Mstep: Class 9 contains 31169 members 
Mstep: Class 10 contains 81843 members 
Mstep: Class 11 contains 21359 members 
Mstep: Class 12 contains 4141 members 
Mstep: Class 13 contains 21580 members 
Mstep: Class 14 contains 23664 members 
Mstep: Class 15 contains 96483 members 
Mstep: Class 16 contains 1099 members 
Mstep: Class 17 contains 15137 members 
Mstep: Class 18 contains 1712 members 
Mstep: Class 19 contains 3786 members 
Mstep: Class 20 contains 18917 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 9040 members 
Mstep: Class 25 contains 813 members 
Mstep: Class 26 contains 102160 members 
Mstep: Class 27 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154586896.000000 Penalty: 94130.875000
Iteration 87Q: 28 clusters Score -1.545869e+08 nChanged 20972
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 262645 members 
Mstep: Class 2 contains 58381 members 
Mstep: Class 3 contains 19041 members 
Mstep: Class 4 contains 331000 members 
Mstep: Class 5 contains 11532 members 
Mstep: Class 6 contains 23553 members 
Mstep: Class 7 contains 8238 members 
Mstep: Class 8 contains 113949 members 
Mstep: Class 9 contains 31144 members 
Mstep: Class 10 contains 81252 members 
Mstep: Class 11 contains 21380 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 21587 members 
Mstep: Class 14 contains 23719 members 
Mstep: Class 15 contains 97500 members 
Mstep: Class 16 contains 1105 members 
Mstep: Class 17 contains 15047 members 
Mstep: Class 18 contains 1712 members 
Mstep: Class 19 contains 3795 members 
Mstep: Class 20 contains 18732 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 8164 members 
Mstep: Class 24 contains 9028 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 102231 members 
Mstep: Class 27 contains 249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154594320.000000 Penalty: 94130.875000
Iteration 88Q: 28 clusters Score -1.545943e+08 nChanged 18186
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 269283 members 
Mstep: Class 2 contains 58505 members 
Mstep: Class 3 contains 19019 members 
Mstep: Class 4 contains 324211 members 
Mstep: Class 5 contains 11335 members 
Mstep: Class 6 contains 23518 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 114405 members 
Mstep: Class 9 contains 31105 members 
Mstep: Class 10 contains 80697 members 
Mstep: Class 11 contains 21369 members 
Mstep: Class 12 contains 4142 members 
Mstep: Class 13 contains 21613 members 
Mstep: Class 14 contains 23788 members 
Mstep: Class 15 contains 98402 members 
Mstep: Class 16 contains 1115 members 
Mstep: Class 17 contains 14893 members 
Mstep: Class 18 contains 1712 members 
Mstep: Class 19 contains 3806 members 
Mstep: Class 20 contains 18539 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 102048 members 
Mstep: Class 27 contains 251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600384.000000 Penalty: 94130.875000
Iteration 89Q: 28 clusters Score -1.546004e+08 nChanged 14998
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 274525 members 
Mstep: Class 2 contains 58519 members 
Mstep: Class 3 contains 18910 members 
Mstep: Class 4 contains 319712 members 
Mstep: Class 5 contains 11160 members 
Mstep: Class 6 contains 23462 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 114640 members 
Mstep: Class 9 contains 31082 members 
Mstep: Class 10 contains 80136 members 
Mstep: Class 11 contains 21331 members 
Mstep: Class 12 contains 4144 members 
Mstep: Class 13 contains 21648 members 
Mstep: Class 14 contains 23839 members 
Mstep: Class 15 contains 99031 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 14703 members 
Mstep: Class 18 contains 1711 members 
Mstep: Class 19 contains 3824 members 
Mstep: Class 20 contains 18348 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3920 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 101693 members 
Mstep: Class 27 contains 251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154603920.000000 Penalty: 94130.875000
Iteration 90Q: 28 clusters Score -1.546039e+08 nChanged 12685
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 278572 members 
Mstep: Class 2 contains 58494 members 
Mstep: Class 3 contains 18782 members 
Mstep: Class 4 contains 317057 members 
Mstep: Class 5 contains 10983 members 
Mstep: Class 6 contains 23414 members 
Mstep: Class 7 contains 8208 members 
Mstep: Class 8 contains 114684 members 
Mstep: Class 9 contains 31068 members 
Mstep: Class 10 contains 79690 members 
Mstep: Class 11 contains 21276 members 
Mstep: Class 12 contains 4145 members 
Mstep: Class 13 contains 21674 members 
Mstep: Class 14 contains 23897 members 
Mstep: Class 15 contains 99335 members 
Mstep: Class 16 contains 1145 members 
Mstep: Class 17 contains 14486 members 
Mstep: Class 18 contains 1711 members 
Mstep: Class 19 contains 3833 members 
Mstep: Class 20 contains 18147 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3920 members 
Mstep: Class 23 contains 8040 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 101203 members 
Mstep: Class 27 contains 251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154604864.000000 Penalty: 94130.875000
Iteration 91Q: 28 clusters Score -1.546049e+08 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 282569 members 
Mstep: Class 2 contains 58519 members 
Mstep: Class 3 contains 18706 members 
Mstep: Class 4 contains 314210 members 
Mstep: Class 5 contains 10820 members 
Mstep: Class 6 contains 23381 members 
Mstep: Class 7 contains 8207 members 
Mstep: Class 8 contains 114661 members 
Mstep: Class 9 contains 31073 members 
Mstep: Class 10 contains 79352 members 
Mstep: Class 11 contains 21223 members 
Mstep: Class 12 contains 4149 members 
Mstep: Class 13 contains 21704 members 
Mstep: Class 14 contains 23962 members 
Mstep: Class 15 contains 99664 members 
Mstep: Class 16 contains 1151 members 
Mstep: Class 17 contains 14349 members 
Mstep: Class 18 contains 1710 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 17976 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3920 members 
Mstep: Class 23 contains 7999 members 
Mstep: Class 24 contains 9027 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 100600 members 
Mstep: Class 27 contains 251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154605456.000000 Penalty: 94130.875000
Iteration 92Q: 28 clusters Score -1.546055e+08 nChanged 10460
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 286563 members 
Mstep: Class 2 contains 58534 members 
Mstep: Class 3 contains 18655 members 
Mstep: Class 4 contains 311171 members 
Mstep: Class 5 contains 10693 members 
Mstep: Class 6 contains 23342 members 
Mstep: Class 7 contains 8215 members 
Mstep: Class 8 contains 114550 members 
Mstep: Class 9 contains 31087 members 
Mstep: Class 10 contains 79090 members 
Mstep: Class 11 contains 21171 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 21729 members 
Mstep: Class 14 contains 24018 members 
Mstep: Class 15 contains 100092 members 
Mstep: Class 16 contains 1151 members 
Mstep: Class 17 contains 14189 members 
Mstep: Class 18 contains 1710 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 17836 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 7967 members 
Mstep: Class 24 contains 9022 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 100057 members 
Mstep: Class 27 contains 252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154606736.000000 Penalty: 94130.875000
Iteration 93Q: 28 clusters Score -1.546067e+08 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 290383 members 
Mstep: Class 2 contains 58550 members 
Mstep: Class 3 contains 18606 members 
Mstep: Class 4 contains 308232 members 
Mstep: Class 5 contains 10587 members 
Mstep: Class 6 contains 23321 members 
Mstep: Class 7 contains 8224 members 
Mstep: Class 8 contains 114437 members 
Mstep: Class 9 contains 31103 members 
Mstep: Class 10 contains 78814 members 
Mstep: Class 11 contains 21131 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 21775 members 
Mstep: Class 14 contains 24092 members 
Mstep: Class 15 contains 100510 members 
Mstep: Class 16 contains 1152 members 
Mstep: Class 17 contains 14025 members 
Mstep: Class 18 contains 1710 members 
Mstep: Class 19 contains 3885 members 
Mstep: Class 20 contains 17692 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3919 members 
Mstep: Class 23 contains 7938 members 
Mstep: Class 24 contains 9020 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 99525 members 
Mstep: Class 27 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154607616.000000 Penalty: 94130.875000
Iteration 94Q: 28 clusters Score -1.546076e+08 nChanged 8908
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 294237 members 
Mstep: Class 2 contains 58509 members 
Mstep: Class 3 contains 18516 members 
Mstep: Class 4 contains 305166 members 
Mstep: Class 5 contains 10477 members 
Mstep: Class 6 contains 23303 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 114305 members 
Mstep: Class 9 contains 31138 members 
Mstep: Class 10 contains 78630 members 
Mstep: Class 11 contains 21107 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 21814 members 
Mstep: Class 14 contains 24157 members 
Mstep: Class 15 contains 100982 members 
Mstep: Class 16 contains 1152 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 1710 members 
Mstep: Class 19 contains 3879 members 
Mstep: Class 20 contains 17566 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 7905 members 
Mstep: Class 24 contains 9011 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 99047 members 
Mstep: Class 27 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154608048.000000 Penalty: 94130.875000
Iteration 95Q: 28 clusters Score -1.54608e+08 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 298022 members 
Mstep: Class 2 contains 58469 members 
Mstep: Class 3 contains 18421 members 
Mstep: Class 4 contains 302093 members 
Mstep: Class 5 contains 10398 members 
Mstep: Class 6 contains 23291 members 
Mstep: Class 7 contains 8234 members 
Mstep: Class 8 contains 114130 members 
Mstep: Class 9 contains 31157 members 
Mstep: Class 10 contains 78501 members 
Mstep: Class 11 contains 21089 members 
Mstep: Class 12 contains 4153 members 
Mstep: Class 13 contains 21844 members 
Mstep: Class 14 contains 24210 members 
Mstep: Class 15 contains 101456 members 
Mstep: Class 16 contains 1152 members 
Mstep: Class 17 contains 13772 members 
Mstep: Class 18 contains 1710 members 
Mstep: Class 19 contains 3886 members 
Mstep: Class 20 contains 17455 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7880 members 
Mstep: Class 24 contains 9003 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 98542 members 
Mstep: Class 27 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154608304.000000 Penalty: 94130.875000
Iteration 96Q: 28 clusters Score -1.546083e+08 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 301799 members 
Mstep: Class 2 contains 58441 members 
Mstep: Class 3 contains 18324 members 
Mstep: Class 4 contains 298885 members 
Mstep: Class 5 contains 10316 members 
Mstep: Class 6 contains 23266 members 
Mstep: Class 7 contains 8244 members 
Mstep: Class 8 contains 113915 members 
Mstep: Class 9 contains 31178 members 
Mstep: Class 10 contains 78378 members 
Mstep: Class 11 contains 21097 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 21874 members 
Mstep: Class 14 contains 24247 members 
Mstep: Class 15 contains 102017 members 
Mstep: Class 16 contains 1152 members 
Mstep: Class 17 contains 13654 members 
Mstep: Class 18 contains 1711 members 
Mstep: Class 19 contains 3891 members 
Mstep: Class 20 contains 17375 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 7858 members 
Mstep: Class 24 contains 8997 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 98093 members 
Mstep: Class 27 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154607808.000000 Penalty: 94130.875000
Iteration 97Q: 28 clusters Score -1.546078e+08 nChanged 8818
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 305444 members 
Mstep: Class 2 contains 58432 members 
Mstep: Class 3 contains 18278 members 
Mstep: Class 4 contains 295685 members 
Mstep: Class 5 contains 10213 members 
Mstep: Class 6 contains 23274 members 
Mstep: Class 7 contains 8250 members 
Mstep: Class 8 contains 113663 members 
Mstep: Class 9 contains 31204 members 
Mstep: Class 10 contains 78280 members 
Mstep: Class 11 contains 21070 members 
Mstep: Class 12 contains 4161 members 
Mstep: Class 13 contains 21918 members 
Mstep: Class 14 contains 24291 members 
Mstep: Class 15 contains 102597 members 
Mstep: Class 16 contains 1153 members 
Mstep: Class 17 contains 13537 members 
Mstep: Class 18 contains 1711 members 
Mstep: Class 19 contains 3894 members 
Mstep: Class 20 contains 17315 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 8987 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 97697 members 
Mstep: Class 27 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154608096.000000 Penalty: 94130.875000
Iteration 98Q: 28 clusters Score -1.546081e+08 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 308912 members 
Mstep: Class 2 contains 58487 members 
Mstep: Class 3 contains 18244 members 
Mstep: Class 4 contains 292638 members 
Mstep: Class 5 contains 10111 members 
Mstep: Class 6 contains 23269 members 
Mstep: Class 7 contains 8253 members 
Mstep: Class 8 contains 113422 members 
Mstep: Class 9 contains 31220 members 
Mstep: Class 10 contains 78215 members 
Mstep: Class 11 contains 21051 members 
Mstep: Class 12 contains 4162 members 
Mstep: Class 13 contains 21944 members 
Mstep: Class 14 contains 24347 members 
Mstep: Class 15 contains 103090 members 
Mstep: Class 16 contains 1155 members 
Mstep: Class 17 contains 13454 members 
Mstep: Class 18 contains 1711 members 
Mstep: Class 19 contains 3904 members 
Mstep: Class 20 contains 17266 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3918 members 
Mstep: Class 23 contains 7759 members 
Mstep: Class 24 contains 8973 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 97277 members 
Mstep: Class 27 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154608544.000000 Penalty: 94130.875000
Iteration 99Q: 28 clusters Score -1.546085e+08 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 312017 members 
Mstep: Class 2 contains 58511 members 
Mstep: Class 3 contains 18193 members 
Mstep: Class 4 contains 289964 members 
Mstep: Class 5 contains 10007 members 
Mstep: Class 6 contains 23269 members 
Mstep: Class 7 contains 8257 members 
Mstep: Class 8 contains 113229 members 
Mstep: Class 9 contains 31246 members 
Mstep: Class 10 contains 78157 members 
Mstep: Class 11 contains 21045 members 
Mstep: Class 12 contains 4162 members 
Mstep: Class 13 contains 21966 members 
Mstep: Class 14 contains 24392 members 
Mstep: Class 15 contains 103517 members 
Mstep: Class 16 contains 1156 members 
Mstep: Class 17 contains 13397 members 
Mstep: Class 18 contains 1711 members 
Mstep: Class 19 contains 3905 members 
Mstep: Class 20 contains 17252 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 7711 members 
Mstep: Class 24 contains 8967 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 96835 members 
Mstep: Class 27 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154607680.000000 Penalty: 94130.875000
Iteration 100F: 28 clusters Score -1.546077e+08 nChanged 10473
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 314882 members 
Mstep: Class 2 contains 58573 members 
Mstep: Class 3 contains 18160 members 
Mstep: Class 4 contains 287289 members 
Mstep: Class 5 contains 9910 members 
Mstep: Class 6 contains 23269 members 
Mstep: Class 7 contains 8266 members 
Mstep: Class 8 contains 113061 members 
Mstep: Class 9 contains 31237 members 
Mstep: Class 10 contains 78099 members 
Mstep: Class 11 contains 21079 members 
Mstep: Class 12 contains 4158 members 
Mstep: Class 13 contains 21997 members 
Mstep: Class 14 contains 24444 members 
Mstep: Class 15 contains 103988 members 
Mstep: Class 16 contains 1154 members 
Mstep: Class 17 contains 13358 members 
Mstep: Class 18 contains 1711 members 
Mstep: Class 19 contains 3897 members 
Mstep: Class 20 contains 17242 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7659 members 
Mstep: Class 24 contains 8960 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 96461 members 
Mstep: Class 27 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154606128.000000 Penalty: 94130.875000
Iteration 101Q: 28 clusters Score -1.546061e+08 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 317102 members 
Mstep: Class 2 contains 58620 members 
Mstep: Class 3 contains 18156 members 
Mstep: Class 4 contains 285079 members 
Mstep: Class 5 contains 9831 members 
Mstep: Class 6 contains 23255 members 
Mstep: Class 7 contains 8264 members 
Mstep: Class 8 contains 112972 members 
Mstep: Class 9 contains 31238 members 
Mstep: Class 10 contains 78068 members 
Mstep: Class 11 contains 21099 members 
Mstep: Class 12 contains 4145 members 
Mstep: Class 13 contains 22033 members 
Mstep: Class 14 contains 24493 members 
Mstep: Class 15 contains 104559 members 
Mstep: Class 16 contains 1157 members 
Mstep: Class 17 contains 13307 members 
Mstep: Class 18 contains 1711 members 
Mstep: Class 19 contains 3895 members 
Mstep: Class 20 contains 17239 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7608 members 
Mstep: Class 24 contains 8955 members 
Mstep: Class 25 contains 810 members 
Mstep: Class 26 contains 96049 members 
Mstep: Class 27 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154604704.000000 Penalty: 94130.875000
Iteration 102Q: 28 clusters Score -1.546047e+08 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 318774 members 
Mstep: Class 2 contains 58730 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 283110 members 
Mstep: Class 5 contains 9745 members 
Mstep: Class 6 contains 23255 members 
Mstep: Class 7 contains 8263 members 
Mstep: Class 8 contains 112953 members 
Mstep: Class 9 contains 31238 members 
Mstep: Class 10 contains 78052 members 
Mstep: Class 11 contains 21181 members 
Mstep: Class 12 contains 4144 members 
Mstep: Class 13 contains 22043 members 
Mstep: Class 14 contains 24547 members 
Mstep: Class 15 contains 105152 members 
Mstep: Class 16 contains 1160 members 
Mstep: Class 17 contains 13266 members 
Mstep: Class 18 contains 1711 members 
Mstep: Class 19 contains 3904 members 
Mstep: Class 20 contains 17230 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 7557 members 
Mstep: Class 24 contains 8950 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 95681 members 
Mstep: Class 27 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154603328.000000 Penalty: 94130.875000
Iteration 103Q: 28 clusters Score -1.546033e+08 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 319824 members 
Mstep: Class 2 contains 58820 members 
Mstep: Class 3 contains 18215 members 
Mstep: Class 4 contains 281567 members 
Mstep: Class 5 contains 9626 members 
Mstep: Class 6 contains 23255 members 
Mstep: Class 7 contains 8262 members 
Mstep: Class 8 contains 113043 members 
Mstep: Class 9 contains 31252 members 
Mstep: Class 10 contains 78066 members 
Mstep: Class 11 contains 21246 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 22061 members 
Mstep: Class 14 contains 24603 members 
Mstep: Class 15 contains 105778 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 13233 members 
Mstep: Class 18 contains 1711 members 
Mstep: Class 19 contains 3915 members 
Mstep: Class 20 contains 17225 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 8942 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 95348 members 
Mstep: Class 27 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601888.000000 Penalty: 94130.875000
Iteration 104Q: 28 clusters Score -1.546019e+08 nChanged 9664
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 320767 members 
Mstep: Class 2 contains 58908 members 
Mstep: Class 3 contains 18267 members 
Mstep: Class 4 contains 280103 members 
Mstep: Class 5 contains 9530 members 
Mstep: Class 6 contains 23231 members 
Mstep: Class 7 contains 8264 members 
Mstep: Class 8 contains 113117 members 
Mstep: Class 9 contains 31261 members 
Mstep: Class 10 contains 78067 members 
Mstep: Class 11 contains 21310 members 
Mstep: Class 12 contains 4158 members 
Mstep: Class 13 contains 22078 members 
Mstep: Class 14 contains 24633 members 
Mstep: Class 15 contains 106437 members 
Mstep: Class 16 contains 1164 members 
Mstep: Class 17 contains 13195 members 
Mstep: Class 18 contains 1710 members 
Mstep: Class 19 contains 3921 members 
Mstep: Class 20 contains 17215 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 7453 members 
Mstep: Class 24 contains 8938 members 
Mstep: Class 25 contains 810 members 
Mstep: Class 26 contains 95077 members 
Mstep: Class 27 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601024.000000 Penalty: 94130.875000
Iteration 105Q: 28 clusters Score -1.54601e+08 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 321351 members 
Mstep: Class 2 contains 58983 members 
Mstep: Class 3 contains 18335 members 
Mstep: Class 4 contains 278821 members 
Mstep: Class 5 contains 9446 members 
Mstep: Class 6 contains 23213 members 
Mstep: Class 7 contains 8262 members 
Mstep: Class 8 contains 113178 members 
Mstep: Class 9 contains 31277 members 
Mstep: Class 10 contains 78065 members 
Mstep: Class 11 contains 21383 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 22099 members 
Mstep: Class 14 contains 24683 members 
Mstep: Class 15 contains 107222 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 13148 members 
Mstep: Class 18 contains 1710 members 
Mstep: Class 19 contains 3921 members 
Mstep: Class 20 contains 17189 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3909 members 
Mstep: Class 23 contains 7410 members 
Mstep: Class 24 contains 8935 members 
Mstep: Class 25 contains 808 members 
Mstep: Class 26 contains 94844 members 
Mstep: Class 27 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600880.000000 Penalty: 94130.875000
Iteration 106Q: 28 clusters Score -1.546009e+08 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 321582 members 
Mstep: Class 2 contains 59083 members 
Mstep: Class 3 contains 18394 members 
Mstep: Class 4 contains 277701 members 
Mstep: Class 5 contains 9350 members 
Mstep: Class 6 contains 23201 members 
Mstep: Class 7 contains 8269 members 
Mstep: Class 8 contains 113266 members 
Mstep: Class 9 contains 31289 members 
Mstep: Class 10 contains 78011 members 
Mstep: Class 11 contains 21478 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 22101 members 
Mstep: Class 14 contains 24731 members 
Mstep: Class 15 contains 108114 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 13130 members 
Mstep: Class 18 contains 1710 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 17177 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 7384 members 
Mstep: Class 24 contains 8926 members 
Mstep: Class 25 contains 808 members 
Mstep: Class 26 contains 94640 members 
Mstep: Class 27 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601248.000000 Penalty: 94130.875000
Iteration 107Q: 28 clusters Score -1.546012e+08 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 321363 members 
Mstep: Class 2 contains 59156 members 
Mstep: Class 3 contains 18434 members 
Mstep: Class 4 contains 277041 members 
Mstep: Class 5 contains 9264 members 
Mstep: Class 6 contains 23202 members 
Mstep: Class 7 contains 8276 members 
Mstep: Class 8 contains 113403 members 
Mstep: Class 9 contains 31297 members 
Mstep: Class 10 contains 77912 members 
Mstep: Class 11 contains 21562 members 
Mstep: Class 12 contains 4150 members 
Mstep: Class 13 contains 22121 members 
Mstep: Class 14 contains 24779 members 
Mstep: Class 15 contains 108929 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 13131 members 
Mstep: Class 18 contains 1710 members 
Mstep: Class 19 contains 3952 members 
Mstep: Class 20 contains 17138 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 7365 members 
Mstep: Class 24 contains 8916 members 
Mstep: Class 25 contains 809 members 
Mstep: Class 26 contains 94515 members 
Mstep: Class 27 contains 340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601312.000000 Penalty: 94130.875000
Iteration 108Q: 28 clusters Score -1.546013e+08 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 320719 members 
Mstep: Class 2 contains 59240 members 
Mstep: Class 3 contains 18467 members 
Mstep: Class 4 contains 276835 members 
Mstep: Class 5 contains 9206 members 
Mstep: Class 6 contains 23197 members 
Mstep: Class 7 contains 8279 members 
Mstep: Class 8 contains 113560 members 
Mstep: Class 9 contains 31301 members 
Mstep: Class 10 contains 77795 members 
Mstep: Class 11 contains 21668 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 22138 members 
Mstep: Class 14 contains 24807 members 
Mstep: Class 15 contains 109703 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 13124 members 
Mstep: Class 18 contains 1710 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 17099 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3902 members 
Mstep: Class 23 contains 7353 members 
Mstep: Class 24 contains 8905 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 94392 members 
Mstep: Class 27 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601344.000000 Penalty: 94130.875000
Iteration 109Q: 28 clusters Score -1.546013e+08 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 319862 members 
Mstep: Class 2 contains 59324 members 
Mstep: Class 3 contains 18500 members 
Mstep: Class 4 contains 276831 members 
Mstep: Class 5 contains 9135 members 
Mstep: Class 6 contains 23181 members 
Mstep: Class 7 contains 8282 members 
Mstep: Class 8 contains 113738 members 
Mstep: Class 9 contains 31303 members 
Mstep: Class 10 contains 77692 members 
Mstep: Class 11 contains 21772 members 
Mstep: Class 12 contains 4161 members 
Mstep: Class 13 contains 22151 members 
Mstep: Class 14 contains 24854 members 
Mstep: Class 15 contains 110458 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 13110 members 
Mstep: Class 18 contains 1710 members 
Mstep: Class 19 contains 3971 members 
Mstep: Class 20 contains 17072 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 7334 members 
Mstep: Class 24 contains 8890 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 94282 members 
Mstep: Class 27 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601424.000000 Penalty: 94130.875000
Iteration 110Q: 28 clusters Score -1.546014e+08 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 318848 members 
Mstep: Class 2 contains 59438 members 
Mstep: Class 3 contains 18523 members 
Mstep: Class 4 contains 276943 members 
Mstep: Class 5 contains 9075 members 
Mstep: Class 6 contains 23169 members 
Mstep: Class 7 contains 8289 members 
Mstep: Class 8 contains 113918 members 
Mstep: Class 9 contains 31298 members 
Mstep: Class 10 contains 77559 members 
Mstep: Class 11 contains 21883 members 
Mstep: Class 12 contains 4163 members 
Mstep: Class 13 contains 22165 members 
Mstep: Class 14 contains 24904 members 
Mstep: Class 15 contains 111278 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 13079 members 
Mstep: Class 18 contains 1710 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 17028 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 7320 members 
Mstep: Class 24 contains 8879 members 
Mstep: Class 25 contains 813 members 
Mstep: Class 26 contains 94162 members 
Mstep: Class 27 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601408.000000 Penalty: 94130.875000
Iteration 111Q: 28 clusters Score -1.546014e+08 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 317619 members 
Mstep: Class 2 contains 59511 members 
Mstep: Class 3 contains 18559 members 
Mstep: Class 4 contains 277271 members 
Mstep: Class 5 contains 9019 members 
Mstep: Class 6 contains 23159 members 
Mstep: Class 7 contains 8295 members 
Mstep: Class 8 contains 114136 members 
Mstep: Class 9 contains 31286 members 
Mstep: Class 10 contains 77385 members 
Mstep: Class 11 contains 21961 members 
Mstep: Class 12 contains 4164 members 
Mstep: Class 13 contains 22175 members 
Mstep: Class 14 contains 24948 members 
Mstep: Class 15 contains 112097 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 13107 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 3987 members 
Mstep: Class 20 contains 16980 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 7301 members 
Mstep: Class 24 contains 8872 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 94066 members 
Mstep: Class 27 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601792.000000 Penalty: 94130.875000
Iteration 112Q: 28 clusters Score -1.546018e+08 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 316637 members 
Mstep: Class 2 contains 59582 members 
Mstep: Class 3 contains 18596 members 
Mstep: Class 4 contains 277471 members 
Mstep: Class 5 contains 8957 members 
Mstep: Class 6 contains 23157 members 
Mstep: Class 7 contains 8299 members 
Mstep: Class 8 contains 114291 members 
Mstep: Class 9 contains 31289 members 
Mstep: Class 10 contains 77217 members 
Mstep: Class 11 contains 22040 members 
Mstep: Class 12 contains 4159 members 
Mstep: Class 13 contains 22183 members 
Mstep: Class 14 contains 24980 members 
Mstep: Class 15 contains 112898 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 13133 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 3992 members 
Mstep: Class 20 contains 16937 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 7288 members 
Mstep: Class 24 contains 8867 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 93919 members 
Mstep: Class 27 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154602496.000000 Penalty: 94130.875000
Iteration 113Q: 28 clusters Score -1.546025e+08 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 315811 members 
Mstep: Class 2 contains 59664 members 
Mstep: Class 3 contains 18622 members 
Mstep: Class 4 contains 277576 members 
Mstep: Class 5 contains 8899 members 
Mstep: Class 6 contains 23143 members 
Mstep: Class 7 contains 8309 members 
Mstep: Class 8 contains 114405 members 
Mstep: Class 9 contains 31274 members 
Mstep: Class 10 contains 77071 members 
Mstep: Class 11 contains 22103 members 
Mstep: Class 12 contains 4162 members 
Mstep: Class 13 contains 22184 members 
Mstep: Class 14 contains 25011 members 
Mstep: Class 15 contains 113648 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 13170 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 3991 members 
Mstep: Class 20 contains 16899 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3898 members 
Mstep: Class 23 contains 7265 members 
Mstep: Class 24 contains 8857 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 93826 members 
Mstep: Class 27 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154603504.000000 Penalty: 94130.875000
Iteration 114Q: 28 clusters Score -1.546035e+08 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 315103 members 
Mstep: Class 2 contains 59704 members 
Mstep: Class 3 contains 18648 members 
Mstep: Class 4 contains 277709 members 
Mstep: Class 5 contains 8840 members 
Mstep: Class 6 contains 23127 members 
Mstep: Class 7 contains 8310 members 
Mstep: Class 8 contains 114466 members 
Mstep: Class 9 contains 31272 members 
Mstep: Class 10 contains 76957 members 
Mstep: Class 11 contains 22178 members 
Mstep: Class 12 contains 4172 members 
Mstep: Class 13 contains 22189 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 114335 members 
Mstep: Class 16 contains 1192 members 
Mstep: Class 17 contains 13206 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 3998 members 
Mstep: Class 20 contains 16842 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3898 members 
Mstep: Class 23 contains 7253 members 
Mstep: Class 24 contains 8848 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 93694 members 
Mstep: Class 27 contains 347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154604928.000000 Penalty: 94130.875000
Iteration 115Q: 28 clusters Score -1.546049e+08 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 314607 members 
Mstep: Class 2 contains 59766 members 
Mstep: Class 3 contains 18674 members 
Mstep: Class 4 contains 277678 members 
Mstep: Class 5 contains 8780 members 
Mstep: Class 6 contains 23116 members 
Mstep: Class 7 contains 8315 members 
Mstep: Class 8 contains 114500 members 
Mstep: Class 9 contains 31261 members 
Mstep: Class 10 contains 76836 members 
Mstep: Class 11 contains 22243 members 
Mstep: Class 12 contains 4174 members 
Mstep: Class 13 contains 22183 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 115039 members 
Mstep: Class 16 contains 1194 members 
Mstep: Class 17 contains 13256 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 3998 members 
Mstep: Class 20 contains 16791 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3898 members 
Mstep: Class 23 contains 7229 members 
Mstep: Class 24 contains 8844 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 93541 members 
Mstep: Class 27 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154605184.000000 Penalty: 94130.875000
Iteration 116Q: 28 clusters Score -1.546052e+08 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 314189 members 
Mstep: Class 2 contains 59814 members 
Mstep: Class 3 contains 18690 members 
Mstep: Class 4 contains 277619 members 
Mstep: Class 5 contains 8689 members 
Mstep: Class 6 contains 23103 members 
Mstep: Class 7 contains 8322 members 
Mstep: Class 8 contains 114550 members 
Mstep: Class 9 contains 31267 members 
Mstep: Class 10 contains 76726 members 
Mstep: Class 11 contains 22307 members 
Mstep: Class 12 contains 4171 members 
Mstep: Class 13 contains 22191 members 
Mstep: Class 14 contains 25067 members 
Mstep: Class 15 contains 115708 members 
Mstep: Class 16 contains 1196 members 
Mstep: Class 17 contains 13291 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 4001 members 
Mstep: Class 20 contains 16725 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 7214 members 
Mstep: Class 24 contains 8841 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 93389 members 
Mstep: Class 27 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154605856.000000 Penalty: 94130.875000
Iteration 117Q: 28 clusters Score -1.546059e+08 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 313773 members 
Mstep: Class 2 contains 59845 members 
Mstep: Class 3 contains 18697 members 
Mstep: Class 4 contains 277597 members 
Mstep: Class 5 contains 8616 members 
Mstep: Class 6 contains 23096 members 
Mstep: Class 7 contains 8325 members 
Mstep: Class 8 contains 114570 members 
Mstep: Class 9 contains 31269 members 
Mstep: Class 10 contains 76629 members 
Mstep: Class 11 contains 22366 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 22197 members 
Mstep: Class 14 contains 25085 members 
Mstep: Class 15 contains 116328 members 
Mstep: Class 16 contains 1198 members 
Mstep: Class 17 contains 13356 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 4007 members 
Mstep: Class 20 contains 16663 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 7204 members 
Mstep: Class 24 contains 8839 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 93235 members 
Mstep: Class 27 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154606560.000000 Penalty: 94130.875000
Iteration 118Q: 28 clusters Score -1.546066e+08 nChanged 3731
Entering ConstructFrom: 
Score: -154606560.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (313457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313457 members 
Entering Unmasked Estep 
Score: -38859724.000000 Penalty: 3138.543457
	Iteration 0F: 2 clusters Score -3.885972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156742 members 
Mstep: Class 2 contains 156715 members 
Entering Unmasked Estep 
Score: -38667384.000000 Penalty: 6277.086914
	Iteration 0F: 3 clusters Score -3.866738e+07 nChanged 151792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153702 members 
Mstep: Class 2 contains 159755 members 
Entering Unmasked Estep 
Score: -38757612.000000 Penalty: 6277.086914
	Iteration 1F: 3 clusters Score -3.875761e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152476 members 
Mstep: Class 2 contains 160981 members 
Entering Unmasked Estep 
Score: -38758548.000000 Penalty: 6277.086914
	Iteration 2Q: 3 clusters Score -3.875855e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150677 members 
Mstep: Class 2 contains 162780 members 
Entering Unmasked Estep 
Score: -38759452.000000 Penalty: 6277.086914
	Iteration 3Q: 3 clusters Score -3.875945e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147938 members 
Mstep: Class 2 contains 165519 members 
Entering Unmasked Estep 
Score: -38760532.000000 Penalty: 6277.086914
	Iteration 4Q: 3 clusters Score -3.876053e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143853 members 
Mstep: Class 2 contains 169604 members 
Entering Unmasked Estep 
Score: -38762560.000000 Penalty: 6277.086914
	Iteration 5Q: 3 clusters Score -3.876256e+07 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137696 members 
Mstep: Class 2 contains 175761 members 
Entering Unmasked Estep 
Score: -38764780.000000 Penalty: 6277.086914
	Iteration 6Q: 3 clusters Score -3.876478e+07 nChanged 11469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128857 members 
Mstep: Class 2 contains 184600 members 
Entering Unmasked Estep 
Score: -38768648.000000 Penalty: 6277.086914
	Iteration 7Q: 3 clusters Score -3.876865e+07 nChanged 14583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116506 members 
Mstep: Class 2 contains 196951 members 
Entering Unmasked Estep 
Score: -38775412.000000 Penalty: 6277.086914
	Iteration 8Q: 3 clusters Score -3.877541e+07 nChanged 17867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100747 members 
Mstep: Class 2 contains 212710 members 
Entering Unmasked Estep 
Score: -38786168.000000 Penalty: 6277.086914
	Iteration 9F: 3 clusters Score -3.878617e+07 nChanged 19936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83119 members 
Mstep: Class 2 contains 230338 members 
Entering Unmasked Estep 
Score: -38800656.000000 Penalty: 6277.086914
	Iteration 10F: 3 clusters Score -3.880066e+07 nChanged 19004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67307 members 
Mstep: Class 2 contains 246150 members 
Entering Unmasked Estep 
Score: -38816492.000000 Penalty: 6277.086914
	Iteration 11F: 3 clusters Score -3.881649e+07 nChanged 15258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 256960 members 
Entering Unmasked Estep 
Score: -38828272.000000 Penalty: 6277.086914
	Iteration 12Q: 3 clusters Score -3.882827e+07 nChanged 11176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 264066 members 
Entering Unmasked Estep 
Score: -38835320.000000 Penalty: 6277.086914
	Iteration 13Q: 3 clusters Score -3.883532e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 269855 members 
Entering Unmasked Estep 
Score: -38838696.000000 Penalty: 6277.086914
	Iteration 14Q: 3 clusters Score -3.88387e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 275219 members 
Entering Unmasked Estep 
Score: -38841012.000000 Penalty: 6277.086914
	Iteration 15Q: 3 clusters Score -3.884101e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 280577 members 
Entering Unmasked Estep 
Score: -38843392.000000 Penalty: 6277.086914
	Iteration 16Q: 3 clusters Score -3.884339e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 285628 members 
Entering Unmasked Estep 
Score: -38845952.000000 Penalty: 6277.086914
	Iteration 17Q: 3 clusters Score -3.884595e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 290406 members 
Entering Unmasked Estep 
Score: -38847956.000000 Penalty: 6277.086914
	Iteration 18Q: 3 clusters Score -3.884796e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 294730 members 
Entering Unmasked Estep 
Score: -38849972.000000 Penalty: 6277.086914
	Iteration 19Q: 3 clusters Score -3.884997e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 298599 members 
Entering Unmasked Estep 
Score: -38851648.000000 Penalty: 6277.086914
	Iteration 20F: 3 clusters Score -3.885165e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 301925 members 
Entering Unmasked Estep 
Score: -38853248.000000 Penalty: 6277.086914
	Iteration 21Q: 3 clusters Score -3.885325e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 304624 members 
Entering Unmasked Estep 
Score: -38854536.000000 Penalty: 6277.086914
	Iteration 22Q: 3 clusters Score -3.885454e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 306867 members 
Entering Unmasked Estep 
Score: -38855128.000000 Penalty: 6277.086914
	Iteration 23Q: 3 clusters Score -3.885513e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 308655 members 
Entering Unmasked Estep 
Score: -38855748.000000 Penalty: 6277.086914
	Iteration 24Q: 3 clusters Score -3.885575e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 310148 members 
Entering Unmasked Estep 
Score: -38856088.000000 Penalty: 6277.086914
	Iteration 25Q: 3 clusters Score -3.885609e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 311272 members 
Entering Unmasked Estep 
Score: -38856344.000000 Penalty: 6277.086914
	Iteration 26Q: 3 clusters Score -3.885634e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 312017 members 
Entering Unmasked Estep 
Score: -38856716.000000 Penalty: 6277.086914
	Iteration 27Q: 3 clusters Score -3.885672e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 312449 members 
Entering Unmasked Estep 
Score: -38856944.000000 Penalty: 6277.086914
	Iteration 28Q: 3 clusters Score -3.885694e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 312684 members 
Entering Unmasked Estep 
Score: -38856984.000000 Penalty: 6277.086914
	Iteration 29Q: 3 clusters Score -3.885698e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 312813 members 
Entering Unmasked Estep 
Score: -38857044.000000 Penalty: 6277.086914
	Iteration 30Q: 3 clusters Score -3.885704e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 312896 members 
Entering Unmasked Estep 
Score: -38857080.000000 Penalty: 6277.086914
	Iteration 31Q: 3 clusters Score -3.885708e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 312929 members 
Entering Unmasked Estep 
Score: -38857132.000000 Penalty: 6277.086914
	Iteration 32Q: 3 clusters Score -3.885713e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 312956 members 
Entering Unmasked Estep 
Score: -38857132.000000 Penalty: 6277.086914
	Iteration 33Q: 3 clusters Score -3.885713e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 312971 members 
Entering Unmasked Estep 
Score: -38857144.000000 Penalty: 6277.086914
	Iteration 34Q: 3 clusters Score -3.885714e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 312985 members 
Entering Unmasked Estep 
Score: -38857164.000000 Penalty: 6277.086914
	Iteration 35Q: 3 clusters Score -3.885716e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 312994 members 
Entering Unmasked Estep 
Score: -38857168.000000 Penalty: 6277.086914
	Iteration 36Q: 3 clusters Score -3.885717e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 312997 members 
Entering Unmasked Estep 
Score: -38857180.000000 Penalty: 6277.086914
	Iteration 37Q: 3 clusters Score -3.885718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 312999 members 
Entering Unmasked Estep 
Score: -38857160.000000 Penalty: 6277.086914
	Iteration 38Q: 3 clusters Score -3.885716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 313001 members 
Entering Unmasked Estep 
Score: -38857184.000000 Penalty: 6277.086914
	Iteration 39Q: 3 clusters Score -3.885718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 313003 members 
Entering Unmasked Estep 
Score: -38857176.000000 Penalty: 6277.086914
	Iteration 40F: 3 clusters Score -3.885718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 313004 members 
Entering Unmasked Estep 
Score: -38857180.000000 Penalty: 6277.086914
	Iteration 41Q: 3 clusters Score -3.885718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 313005 members 
Entering Unmasked Estep 
Score: -38857180.000000 Penalty: 6277.086914
	Iteration 42Q: 3 clusters Score -3.885718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 313008 members 
Entering Unmasked Estep 
Score: -38857180.000000 Penalty: 6277.086914
	Iteration 43Q: 3 clusters Score -3.885718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 313011 members 
Entering Unmasked Estep 
Score: -38857172.000000 Penalty: 6277.086914
	Iteration 44Q: 3 clusters Score -3.885717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 313014 members 
Entering Unmasked Estep 
Score: -38857164.000000 Penalty: 6277.086914
	Iteration 45Q: 3 clusters Score -3.885716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 313014 members 
Entering Unmasked Estep 
Score: -38857164.000000 Penalty: 6277.086914
	Iteration 46F: 3 clusters Score -3.885716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (59898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Entering Unmasked Estep 
Score: -7525726.000000 Penalty: 2728.098877
	Iteration 0F: 2 clusters Score -7525726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -7485538.000000 Penalty: 5456.197754
	Iteration 0F: 3 clusters Score -7485538 nChanged 27842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -7501088.500000 Penalty: 5456.197754
	Iteration 1F: 3 clusters Score -7501088 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -7501723.000000 Penalty: 5456.197754
	Iteration 2Q: 3 clusters Score -7501723 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -7502333.000000 Penalty: 5456.197754
	Iteration 3Q: 3 clusters Score -7502333 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -7502908.000000 Penalty: 5456.197754
	Iteration 4Q: 3 clusters Score -7502908 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -7503587.500000 Penalty: 5456.197754
	Iteration 5Q: 3 clusters Score -7503588 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -7504486.500000 Penalty: 5456.197754
	Iteration 6Q: 3 clusters Score -7504486 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -7505700.500000 Penalty: 5456.197754
	Iteration 7Q: 3 clusters Score -7505700 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -7507037.500000 Penalty: 5456.197754
	Iteration 8Q: 3 clusters Score -7507038 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -7508559.500000 Penalty: 5456.197754
	Iteration 9F: 3 clusters Score -7508560 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -7510219.500000 Penalty: 5456.197754
	Iteration 10F: 3 clusters Score -7510220 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -7512134.500000 Penalty: 5456.197754
	Iteration 11F: 3 clusters Score -7512134 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -7514100.500000 Penalty: 5456.197754
	Iteration 12F: 3 clusters Score -7514100 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -7515863.500000 Penalty: 5456.197754
	Iteration 13Q: 3 clusters Score -7515864 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -7517205.000000 Penalty: 5456.197754
	Iteration 14Q: 3 clusters Score -7517205 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -7518226.500000 Penalty: 5456.197754
	Iteration 15Q: 3 clusters Score -7518226 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -7519059.000000 Penalty: 5456.197754
	Iteration 16Q: 3 clusters Score -7519059 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -7519709.000000 Penalty: 5456.197754
	Iteration 17Q: 3 clusters Score -7519709 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -7520288.000000 Penalty: 5456.197754
	Iteration 18Q: 3 clusters Score -7520288 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 50592 members 
Entering Unmasked Estep 
Score: -7520899.000000 Penalty: 5456.197754
	Iteration 19Q: 3 clusters Score -7520899 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -7521352.000000 Penalty: 5456.197754
	Iteration 20F: 3 clusters Score -7521352 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -7521817.000000 Penalty: 5456.197754
	Iteration 21Q: 3 clusters Score -7521817 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 53374 members 
Entering Unmasked Estep 
Score: -7522186.000000 Penalty: 5456.197754
	Iteration 22Q: 3 clusters Score -7522186 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -7522524.500000 Penalty: 5456.197754
	Iteration 23Q: 3 clusters Score -7522524 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 54636 members 
Entering Unmasked Estep 
Score: -7522810.500000 Penalty: 5456.197754
	Iteration 24Q: 3 clusters Score -7522810 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -7523107.000000 Penalty: 5456.197754
	Iteration 25Q: 3 clusters Score -7523107 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -7523292.000000 Penalty: 5456.197754
	Iteration 26Q: 3 clusters Score -7523292 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 55924 members 
Entering Unmasked Estep 
Score: -7523434.500000 Penalty: 5456.197754
	Iteration 27Q: 3 clusters Score -7523434 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 56227 members 
Entering Unmasked Estep 
Score: -7523550.500000 Penalty: 5456.197754
	Iteration 28Q: 3 clusters Score -7523550 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 56465 members 
Entering Unmasked Estep 
Score: -7523641.000000 Penalty: 5456.197754
	Iteration 29Q: 3 clusters Score -7523641 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -7523710.500000 Penalty: 5456.197754
	Iteration 30Q: 3 clusters Score -7523710 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 56821 members 
Entering Unmasked Estep 
Score: -7523781.000000 Penalty: 5456.197754
	Iteration 31Q: 3 clusters Score -7523781 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 56945 members 
Entering Unmasked Estep 
Score: -7523808.000000 Penalty: 5456.197754
	Iteration 32Q: 3 clusters Score -7523808 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 57043 members 
Entering Unmasked Estep 
Score: -7523825.000000 Penalty: 5456.197754
	Iteration 33Q: 3 clusters Score -7523825 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -7523843.500000 Penalty: 5456.197754
	Iteration 34Q: 3 clusters Score -7523844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 57185 members 
Entering Unmasked Estep 
Score: -7523848.500000 Penalty: 5456.197754
	Iteration 35Q: 3 clusters Score -7523848 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -7523853.500000 Penalty: 5456.197754
	Iteration 36Q: 3 clusters Score -7523854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
Score: -7523862.500000 Penalty: 5456.197754
	Iteration 37Q: 3 clusters Score -7523862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 57338 members 
Entering Unmasked Estep 
Score: -7523875.000000 Penalty: 5456.197754
	Iteration 38Q: 3 clusters Score -7523875 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 57390 members 
Entering Unmasked Estep 
Score: -7523890.500000 Penalty: 5456.197754
	Iteration 39Q: 3 clusters Score -7523890 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 57442 members 
Entering Unmasked Estep 
Score: -7523876.500000 Penalty: 5456.197754
	Iteration 40F: 3 clusters Score -7523876 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 57489 members 
Entering Unmasked Estep 
Score: -7523911.500000 Penalty: 5456.197754
	Iteration 41Q: 3 clusters Score -7523912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 57529 members 
Entering Unmasked Estep 
Score: -7523917.000000 Penalty: 5456.197754
	Iteration 42Q: 3 clusters Score -7523917 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -7523928.500000 Penalty: 5456.197754
	Iteration 43Q: 3 clusters Score -7523928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 57585 members 
Entering Unmasked Estep 
Score: -7523919.500000 Penalty: 5456.197754
	Iteration 44Q: 3 clusters Score -7523920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 57607 members 
Entering Unmasked Estep 
Score: -7523933.500000 Penalty: 5456.197754
	Iteration 45Q: 3 clusters Score -7523934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 57633 members 
Entering Unmasked Estep 
Score: -7523928.000000 Penalty: 5456.197754
	Iteration 46Q: 3 clusters Score -7523928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 57650 members 
Entering Unmasked Estep 
Score: -7523926.500000 Penalty: 5456.197754
	Iteration 47Q: 3 clusters Score -7523926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 57664 members 
Entering Unmasked Estep 
Score: -7523935.500000 Penalty: 5456.197754
	Iteration 48Q: 3 clusters Score -7523936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 57676 members 
Entering Unmasked Estep 
Score: -7523940.000000 Penalty: 5456.197754
	Iteration 49Q: 3 clusters Score -7523940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 57684 members 
Entering Unmasked Estep 
Score: -7523939.500000 Penalty: 5456.197754
	Iteration 50Q: 3 clusters Score -7523940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 57690 members 
Entering Unmasked Estep 
Score: -7523936.000000 Penalty: 5456.197754
	Iteration 51Q: 3 clusters Score -7523936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 57699 members 
Entering Unmasked Estep 
Score: -7523937.000000 Penalty: 5456.197754
	Iteration 52Q: 3 clusters Score -7523937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -7523931.000000 Penalty: 5456.197754
	Iteration 53Q: 3 clusters Score -7523931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 57713 members 
Entering Unmasked Estep 
Score: -7523935.500000 Penalty: 5456.197754
	Iteration 54Q: 3 clusters Score -7523936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 57722 members 
Entering Unmasked Estep 
Score: -7523938.500000 Penalty: 5456.197754
	Iteration 55Q: 3 clusters Score -7523938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 57727 members 
Entering Unmasked Estep 
Score: -7523941.000000 Penalty: 5456.197754
	Iteration 56Q: 3 clusters Score -7523941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -7523946.500000 Penalty: 5456.197754
	Iteration 57Q: 3 clusters Score -7523946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 57731 members 
Entering Unmasked Estep 
Score: -7523948.000000 Penalty: 5456.197754
	Iteration 58Q: 3 clusters Score -7523948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 57734 members 
Entering Unmasked Estep 
Score: -7523953.000000 Penalty: 5456.197754
	Iteration 59Q: 3 clusters Score -7523953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 57737 members 
Entering Unmasked Estep 
Score: -7523963.000000 Penalty: 5456.197754
	Iteration 60F: 3 clusters Score -7523963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 57739 members 
Entering Unmasked Estep 
Score: -7523961.500000 Penalty: 5456.197754
	Iteration 61Q: 3 clusters Score -7523962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
Score: -7523963.000000 Penalty: 5456.197754
	Iteration 62Q: 3 clusters Score -7523963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -7523957.500000 Penalty: 5456.197754
	Iteration 63Q: 3 clusters Score -7523958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 57762 members 
Entering Unmasked Estep 
Score: -7523957.500000 Penalty: 5456.197754
	Iteration 64Q: 3 clusters Score -7523958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 57767 members 
Entering Unmasked Estep 
Score: -7523967.500000 Penalty: 5456.197754
	Iteration 65Q: 3 clusters Score -7523968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -7523968.500000 Penalty: 5456.197754
	Iteration 66Q: 3 clusters Score -7523968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 57775 members 
Entering Unmasked Estep 
Score: -7523962.000000 Penalty: 5456.197754
	Iteration 67Q: 3 clusters Score -7523962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 57782 members 
Entering Unmasked Estep 
Score: -7523955.000000 Penalty: 5456.197754
	Iteration 68Q: 3 clusters Score -7523955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 57787 members 
Entering Unmasked Estep 
Score: -7523961.500000 Penalty: 5456.197754
	Iteration 69Q: 3 clusters Score -7523962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 57791 members 
Entering Unmasked Estep 
Score: -7523963.500000 Penalty: 5456.197754
	Iteration 70Q: 3 clusters Score -7523964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -7523960.500000 Penalty: 5456.197754
	Iteration 71Q: 3 clusters Score -7523960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -7523960.500000 Penalty: 5456.197754
	Iteration 72F: 3 clusters Score -7523960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Entering Unmasked Estep 
Score: -2345291.000000 Penalty: 2439.649170
	Iteration 0F: 2 clusters Score -2345291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2331995.750000 Penalty: 4879.298340
	Iteration 0F: 3 clusters Score -2331996 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2336580.250000 Penalty: 4879.298340
	Iteration 1F: 3 clusters Score -2336580 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2337110.250000 Penalty: 4879.298340
	Iteration 2F: 3 clusters Score -2337110 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2337616.750000 Penalty: 4879.298340
	Iteration 3F: 3 clusters Score -2337617 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2338094.500000 Penalty: 4879.298340
	Iteration 4Q: 3 clusters Score -2338094 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2338543.000000 Penalty: 4879.298340
	Iteration 5Q: 3 clusters Score -2338543 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2338995.750000 Penalty: 4879.298340
	Iteration 6Q: 3 clusters Score -2338996 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2339472.750000 Penalty: 4879.298340
	Iteration 7Q: 3 clusters Score -2339473 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2340027.500000 Penalty: 4879.298340
	Iteration 8Q: 3 clusters Score -2340028 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2340505.000000 Penalty: 4879.298340
	Iteration 9Q: 3 clusters Score -2340505 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2340859.500000 Penalty: 4879.298340
	Iteration 10Q: 3 clusters Score -2340860 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2341094.500000 Penalty: 4879.298340
	Iteration 11Q: 3 clusters Score -2341094 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2341231.500000 Penalty: 4879.298340
	Iteration 12Q: 3 clusters Score -2341232 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2341316.250000 Penalty: 4879.298340
	Iteration 13Q: 3 clusters Score -2341316 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2341350.750000 Penalty: 4879.298340
	Iteration 14Q: 3 clusters Score -2341351 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2341390.750000 Penalty: 4879.298340
	Iteration 15Q: 3 clusters Score -2341391 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2341416.000000 Penalty: 4879.298340
	Iteration 16Q: 3 clusters Score -2341416 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2341443.750000 Penalty: 4879.298340
	Iteration 17Q: 3 clusters Score -2341444 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2341477.750000 Penalty: 4879.298340
	Iteration 18Q: 3 clusters Score -2341478 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2341496.500000 Penalty: 4879.298340
	Iteration 19Q: 3 clusters Score -2341496 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2341521.000000 Penalty: 4879.298340
	Iteration 20F: 3 clusters Score -2341521 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2341532.250000 Penalty: 4879.298340
	Iteration 21Q: 3 clusters Score -2341532 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2341537.250000 Penalty: 4879.298340
	Iteration 22Q: 3 clusters Score -2341537 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2341553.250000 Penalty: 4879.298340
	Iteration 23Q: 3 clusters Score -2341553 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2341570.000000 Penalty: 4879.298340
	Iteration 24Q: 3 clusters Score -2341570 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2341582.750000 Penalty: 4879.298340
	Iteration 25Q: 3 clusters Score -2341583 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2341593.500000 Penalty: 4879.298340
	Iteration 26Q: 3 clusters Score -2341594 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2341599.250000 Penalty: 4879.298340
	Iteration 27Q: 3 clusters Score -2341599 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2341617.250000 Penalty: 4879.298340
	Iteration 28Q: 3 clusters Score -2341617 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2341621.250000 Penalty: 4879.298340
	Iteration 29Q: 3 clusters Score -2341621 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2341634.500000 Penalty: 4879.298340
	Iteration 30Q: 3 clusters Score -2341634 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2341657.000000 Penalty: 4879.298340
	Iteration 31Q: 3 clusters Score -2341657 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2341661.750000 Penalty: 4879.298340
	Iteration 32Q: 3 clusters Score -2341662 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2341669.500000 Penalty: 4879.298340
	Iteration 33Q: 3 clusters Score -2341670 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2341677.000000 Penalty: 4879.298340
	Iteration 34Q: 3 clusters Score -2341677 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2341685.250000 Penalty: 4879.298340
	Iteration 35Q: 3 clusters Score -2341685 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2341692.250000 Penalty: 4879.298340
	Iteration 36Q: 3 clusters Score -2341692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2341700.750000 Penalty: 4879.298340
	Iteration 37Q: 3 clusters Score -2341701 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2341698.250000 Penalty: 4879.298340
	Iteration 38Q: 3 clusters Score -2341698 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2341703.000000 Penalty: 4879.298340
	Iteration 39Q: 3 clusters Score -2341703 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2341708.750000 Penalty: 4879.298340
	Iteration 40F: 3 clusters Score -2341709 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2341719.000000 Penalty: 4879.298340
	Iteration 41Q: 3 clusters Score -2341719 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2341729.250000 Penalty: 4879.298340
	Iteration 42Q: 3 clusters Score -2341729 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2341732.000000 Penalty: 4879.298340
	Iteration 43Q: 3 clusters Score -2341732 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2341740.500000 Penalty: 4879.298340
	Iteration 44Q: 3 clusters Score -2341740 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2341745.000000 Penalty: 4879.298340
	Iteration 45Q: 3 clusters Score -2341745 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2341757.750000 Penalty: 4879.298340
	Iteration 46Q: 3 clusters Score -2341758 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2341760.250000 Penalty: 4879.298340
	Iteration 47Q: 3 clusters Score -2341760 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2341773.750000 Penalty: 4879.298340
	Iteration 48Q: 3 clusters Score -2341774 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2341769.750000 Penalty: 4879.298340
	Iteration 49Q: 3 clusters Score -2341770 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2341789.000000 Penalty: 4879.298340
	Iteration 50Q: 3 clusters Score -2341789 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2341797.750000 Penalty: 4879.298340
	Iteration 51Q: 3 clusters Score -2341798 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2341797.250000 Penalty: 4879.298340
	Iteration 52Q: 3 clusters Score -2341797 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2341809.250000 Penalty: 4879.298340
	Iteration 53Q: 3 clusters Score -2341809 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2341819.250000 Penalty: 4879.298340
	Iteration 54Q: 3 clusters Score -2341819 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2341831.000000 Penalty: 4879.298340
	Iteration 55Q: 3 clusters Score -2341831 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2341849.000000 Penalty: 4879.298340
	Iteration 56Q: 3 clusters Score -2341849 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2341862.500000 Penalty: 4879.298340
	Iteration 57Q: 3 clusters Score -2341862 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2341882.250000 Penalty: 4879.298340
	Iteration 58Q: 3 clusters Score -2341882 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2341901.750000 Penalty: 4879.298340
	Iteration 59Q: 3 clusters Score -2341902 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2341916.250000 Penalty: 4879.298340
	Iteration 60F: 3 clusters Score -2341916 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2341928.000000 Penalty: 4879.298340
	Iteration 61Q: 3 clusters Score -2341928 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2341941.250000 Penalty: 4879.298340
	Iteration 62Q: 3 clusters Score -2341941 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2341956.750000 Penalty: 4879.298340
	Iteration 63Q: 3 clusters Score -2341957 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2341978.250000 Penalty: 4879.298340
	Iteration 64Q: 3 clusters Score -2341978 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2341997.750000 Penalty: 4879.298340
	Iteration 65Q: 3 clusters Score -2341998 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2342012.500000 Penalty: 4879.298340
	Iteration 66Q: 3 clusters Score -2342012 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2342035.500000 Penalty: 4879.298340
	Iteration 67Q: 3 clusters Score -2342036 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2342063.500000 Penalty: 4879.298340
	Iteration 68Q: 3 clusters Score -2342064 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2342092.750000 Penalty: 4879.298340
	Iteration 69Q: 3 clusters Score -2342093 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2342123.250000 Penalty: 4879.298340
	Iteration 70Q: 3 clusters Score -2342123 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2342161.000000 Penalty: 4879.298340
	Iteration 71Q: 3 clusters Score -2342161 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2342196.500000 Penalty: 4879.298340
	Iteration 72Q: 3 clusters Score -2342196 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2342244.750000 Penalty: 4879.298340
	Iteration 73Q: 3 clusters Score -2342245 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2342296.750000 Penalty: 4879.298340
	Iteration 74Q: 3 clusters Score -2342297 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2342339.500000 Penalty: 4879.298340
	Iteration 75Q: 3 clusters Score -2342340 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2342388.750000 Penalty: 4879.298340
	Iteration 76Q: 3 clusters Score -2342389 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2342424.750000 Penalty: 4879.298340
	Iteration 77Q: 3 clusters Score -2342425 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2342467.250000 Penalty: 4879.298340
	Iteration 78Q: 3 clusters Score -2342467 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2342499.500000 Penalty: 4879.298340
	Iteration 79Q: 3 clusters Score -2342500 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2342542.500000 Penalty: 4879.298340
	Iteration 80F: 3 clusters Score -2342542 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2342575.250000 Penalty: 4879.298340
	Iteration 81Q: 3 clusters Score -2342575 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2342607.750000 Penalty: 4879.298340
	Iteration 82Q: 3 clusters Score -2342608 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2342636.750000 Penalty: 4879.298340
	Iteration 83Q: 3 clusters Score -2342637 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2342663.750000 Penalty: 4879.298340
	Iteration 84Q: 3 clusters Score -2342664 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2342696.500000 Penalty: 4879.298340
	Iteration 85Q: 3 clusters Score -2342696 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2342715.250000 Penalty: 4879.298340
	Iteration 86Q: 3 clusters Score -2342715 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2342738.000000 Penalty: 4879.298340
	Iteration 87Q: 3 clusters Score -2342738 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2342770.000000 Penalty: 4879.298340
	Iteration 88Q: 3 clusters Score -2342770 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2342789.250000 Penalty: 4879.298340
	Iteration 89Q: 3 clusters Score -2342789 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2342816.250000 Penalty: 4879.298340
	Iteration 90Q: 3 clusters Score -2342816 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2342836.750000 Penalty: 4879.298340
	Iteration 91Q: 3 clusters Score -2342837 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2342859.500000 Penalty: 4879.298340
	Iteration 92Q: 3 clusters Score -2342860 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2342890.750000 Penalty: 4879.298340
	Iteration 93Q: 3 clusters Score -2342891 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2342916.500000 Penalty: 4879.298340
	Iteration 94Q: 3 clusters Score -2342916 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2342943.250000 Penalty: 4879.298340
	Iteration 95Q: 3 clusters Score -2342943 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2342983.250000 Penalty: 4879.298340
	Iteration 96Q: 3 clusters Score -2342983 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -2343020.750000 Penalty: 4879.298340
	Iteration 97Q: 3 clusters Score -2343021 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2343036.500000 Penalty: 4879.298340
	Iteration 98Q: 3 clusters Score -2343036 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2343056.500000 Penalty: 4879.298340
	Iteration 99Q: 3 clusters Score -2343056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2343071.250000 Penalty: 4879.298340
	Iteration 100F: 3 clusters Score -2343071 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2343089.250000 Penalty: 4879.298340
	Iteration 101Q: 3 clusters Score -2343089 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2343105.750000 Penalty: 4879.298340
	Iteration 102Q: 3 clusters Score -2343106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2343119.000000 Penalty: 4879.298340
	Iteration 103Q: 3 clusters Score -2343119 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2343145.500000 Penalty: 4879.298340
	Iteration 104Q: 3 clusters Score -2343146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2343153.750000 Penalty: 4879.298340
	Iteration 105Q: 3 clusters Score -2343154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2343169.250000 Penalty: 4879.298340
	Iteration 106Q: 3 clusters Score -2343169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2343186.250000 Penalty: 4879.298340
	Iteration 107Q: 3 clusters Score -2343186 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2343202.500000 Penalty: 4879.298340
	Iteration 108Q: 3 clusters Score -2343202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2343227.250000 Penalty: 4879.298340
	Iteration 109Q: 3 clusters Score -2343227 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2343253.750000 Penalty: 4879.298340
	Iteration 110Q: 3 clusters Score -2343254 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2343280.000000 Penalty: 4879.298340
	Iteration 111Q: 3 clusters Score -2343280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2343299.000000 Penalty: 4879.298340
	Iteration 112Q: 3 clusters Score -2343299 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2343309.250000 Penalty: 4879.298340
	Iteration 113Q: 3 clusters Score -2343309 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2343319.500000 Penalty: 4879.298340
	Iteration 114Q: 3 clusters Score -2343320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2343339.000000 Penalty: 4879.298340
	Iteration 115Q: 3 clusters Score -2343339 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2343353.500000 Penalty: 4879.298340
	Iteration 116Q: 3 clusters Score -2343354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2343366.000000 Penalty: 4879.298340
	Iteration 117Q: 3 clusters Score -2343366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2343373.750000 Penalty: 4879.298340
	Iteration 118Q: 3 clusters Score -2343374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2343379.750000 Penalty: 4879.298340
	Iteration 119Q: 3 clusters Score -2343380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2343386.750000 Penalty: 4879.298340
	Iteration 120F: 3 clusters Score -2343387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2343393.250000 Penalty: 4879.298340
	Iteration 121Q: 3 clusters Score -2343393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2343395.250000 Penalty: 4879.298340
	Iteration 122Q: 3 clusters Score -2343395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2343394.000000 Penalty: 4879.298340
	Iteration 123Q: 3 clusters Score -2343394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2343400.000000 Penalty: 4879.298340
	Iteration 124Q: 3 clusters Score -2343400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2343407.000000 Penalty: 4879.298340
	Iteration 125Q: 3 clusters Score -2343407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2343413.750000 Penalty: 4879.298340
	Iteration 126Q: 3 clusters Score -2343414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2343416.250000 Penalty: 4879.298340
	Iteration 127Q: 3 clusters Score -2343416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2343422.000000 Penalty: 4879.298340
	Iteration 128Q: 3 clusters Score -2343422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2343418.500000 Penalty: 4879.298340
	Iteration 129Q: 3 clusters Score -2343418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2343421.750000 Penalty: 4879.298340
	Iteration 130Q: 3 clusters Score -2343422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2343424.250000 Penalty: 4879.298340
	Iteration 131Q: 3 clusters Score -2343424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2343428.250000 Penalty: 4879.298340
	Iteration 132Q: 3 clusters Score -2343428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2343431.000000 Penalty: 4879.298340
	Iteration 133Q: 3 clusters Score -2343431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2343431.500000 Penalty: 4879.298340
	Iteration 134Q: 3 clusters Score -2343432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2343429.750000 Penalty: 4879.298340
	Iteration 135Q: 3 clusters Score -2343430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2343432.000000 Penalty: 4879.298340
	Iteration 136Q: 3 clusters Score -2343432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2343429.000000 Penalty: 4879.298340
	Iteration 137Q: 3 clusters Score -2343429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2343431.750000 Penalty: 4879.298340
	Iteration 138Q: 3 clusters Score -2343432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2343432.000000 Penalty: 4879.298340
	Iteration 139Q: 3 clusters Score -2343432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2343431.000000 Penalty: 4879.298340
	Iteration 140F: 3 clusters Score -2343431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2343432.000000 Penalty: 4879.298340
	Iteration 141Q: 3 clusters Score -2343432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2343431.750000 Penalty: 4879.298340
	Iteration 142Q: 3 clusters Score -2343432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2343433.000000 Penalty: 4879.298340
	Iteration 143Q: 3 clusters Score -2343433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2343431.250000 Penalty: 4879.298340
	Iteration 144Q: 3 clusters Score -2343431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2343431.500000 Penalty: 4879.298340
	Iteration 145Q: 3 clusters Score -2343432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2343431.000000 Penalty: 4879.298340
	Iteration 146Q: 3 clusters Score -2343431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2343435.500000 Penalty: 4879.298340
	Iteration 147Q: 3 clusters Score -2343436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2343436.000000 Penalty: 4879.298340
	Iteration 148Q: 3 clusters Score -2343436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2343436.750000 Penalty: 4879.298340
	Iteration 149Q: 3 clusters Score -2343437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2343436.750000 Penalty: 4879.298340
	Iteration 150F: 3 clusters Score -2343437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (277443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277443 members 
Entering Unmasked Estep 
Score: -34394168.000000 Penalty: 3108.275879
	Iteration 0F: 2 clusters Score -3.439417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138640 members 
Mstep: Class 2 contains 138803 members 
Entering Unmasked Estep 
Score: -34217300.000000 Penalty: 6216.551758
	Iteration 0F: 3 clusters Score -3.42173e+07 nChanged 134255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136317 members 
Mstep: Class 2 contains 141126 members 
Entering Unmasked Estep 
Score: -34296036.000000 Penalty: 6216.551758
	Iteration 1F: 3 clusters Score -3.429604e+07 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134365 members 
Mstep: Class 2 contains 143078 members 
Entering Unmasked Estep 
Score: -34297824.000000 Penalty: 6216.551758
	Iteration 2Q: 3 clusters Score -3.429782e+07 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131243 members 
Mstep: Class 2 contains 146200 members 
Entering Unmasked Estep 
Score: -34301484.000000 Penalty: 6216.551758
	Iteration 3Q: 3 clusters Score -3.430148e+07 nChanged 12587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125974 members 
Mstep: Class 2 contains 151469 members 
Entering Unmasked Estep 
Score: -34307496.000000 Penalty: 6216.551758
	Iteration 4Q: 3 clusters Score -3.43075e+07 nChanged 16888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117170 members 
Mstep: Class 2 contains 160273 members 
Entering Unmasked Estep 
Score: -34317356.000000 Penalty: 6216.551758
	Iteration 5F: 3 clusters Score -3.431736e+07 nChanged 21039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104311 members 
Mstep: Class 2 contains 173132 members 
Entering Unmasked Estep 
Score: -34333060.000000 Penalty: 6216.551758
	Iteration 6F: 3 clusters Score -3.433306e+07 nChanged 23280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88955 members 
Mstep: Class 2 contains 188488 members 
Entering Unmasked Estep 
Score: -34354412.000000 Penalty: 6216.551758
	Iteration 7F: 3 clusters Score -3.435441e+07 nChanged 20528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75515 members 
Mstep: Class 2 contains 201928 members 
Entering Unmasked Estep 
Score: -34374104.000000 Penalty: 6216.551758
	Iteration 8F: 3 clusters Score -3.43741e+07 nChanged 13854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66817 members 
Mstep: Class 2 contains 210626 members 
Entering Unmasked Estep 
Score: -34384304.000000 Penalty: 6216.551758
	Iteration 9Q: 3 clusters Score -3.43843e+07 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 216819 members 
Entering Unmasked Estep 
Score: -34387524.000000 Penalty: 6216.551758
	Iteration 10Q: 3 clusters Score -3.438752e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 222334 members 
Entering Unmasked Estep 
Score: -34389152.000000 Penalty: 6216.551758
	Iteration 11Q: 3 clusters Score -3.438915e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 227415 members 
Entering Unmasked Estep 
Score: -34390044.000000 Penalty: 6216.551758
	Iteration 12Q: 3 clusters Score -3.439004e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 232222 members 
Entering Unmasked Estep 
Score: -34390864.000000 Penalty: 6216.551758
	Iteration 13Q: 3 clusters Score -3.439086e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 236922 members 
Entering Unmasked Estep 
Score: -34391300.000000 Penalty: 6216.551758
	Iteration 14Q: 3 clusters Score -3.43913e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 241655 members 
Entering Unmasked Estep 
Score: -34391544.000000 Penalty: 6216.551758
	Iteration 15Q: 3 clusters Score -3.439154e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 246435 members 
Entering Unmasked Estep 
Score: -34391980.000000 Penalty: 6216.551758
	Iteration 16Q: 3 clusters Score -3.439198e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 250907 members 
Entering Unmasked Estep 
Score: -34392532.000000 Penalty: 6216.551758
	Iteration 17Q: 3 clusters Score -3.439253e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 254962 members 
Entering Unmasked Estep 
Score: -34393128.000000 Penalty: 6216.551758
	Iteration 18Q: 3 clusters Score -3.439313e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 258625 members 
Entering Unmasked Estep 
Score: -34393500.000000 Penalty: 6216.551758
	Iteration 19Q: 3 clusters Score -3.43935e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 261820 members 
Entering Unmasked Estep 
Score: -34393764.000000 Penalty: 6216.551758
	Iteration 20F: 3 clusters Score -3.439376e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 264493 members 
Entering Unmasked Estep 
Score: -34394056.000000 Penalty: 6216.551758
	Iteration 21Q: 3 clusters Score -3.439406e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 266771 members 
Entering Unmasked Estep 
Score: -34394248.000000 Penalty: 6216.551758
	Iteration 22Q: 3 clusters Score -3.439425e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 268590 members 
Entering Unmasked Estep 
Score: -34394104.000000 Penalty: 6216.551758
	Iteration 23Q: 3 clusters Score -3.43941e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 270066 members 
Entering Unmasked Estep 
Score: -34394212.000000 Penalty: 6216.551758
	Iteration 24Q: 3 clusters Score -3.439421e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 271218 members 
Entering Unmasked Estep 
Score: -34394064.000000 Penalty: 6216.551758
	Iteration 25Q: 3 clusters Score -3.439406e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 272169 members 
Entering Unmasked Estep 
Score: -34394052.000000 Penalty: 6216.551758
	Iteration 26Q: 3 clusters Score -3.439405e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 272837 members 
Entering Unmasked Estep 
Score: -34394044.000000 Penalty: 6216.551758
	Iteration 27Q: 3 clusters Score -3.439404e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 273356 members 
Entering Unmasked Estep 
Score: -34393976.000000 Penalty: 6216.551758
	Iteration 28Q: 3 clusters Score -3.439398e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 273736 members 
Entering Unmasked Estep 
Score: -34393880.000000 Penalty: 6216.551758
	Iteration 29Q: 3 clusters Score -3.439388e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 274044 members 
Entering Unmasked Estep 
Score: -34393640.000000 Penalty: 6216.551758
	Iteration 30Q: 3 clusters Score -3.439364e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 274292 members 
Entering Unmasked Estep 
Score: -34393596.000000 Penalty: 6216.551758
	Iteration 31Q: 3 clusters Score -3.43936e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 274506 members 
Entering Unmasked Estep 
Score: -34393536.000000 Penalty: 6216.551758
	Iteration 32Q: 3 clusters Score -3.439354e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 274695 members 
Entering Unmasked Estep 
Score: -34393552.000000 Penalty: 6216.551758
	Iteration 33Q: 3 clusters Score -3.439355e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 274834 members 
Entering Unmasked Estep 
Score: -34393524.000000 Penalty: 6216.551758
	Iteration 34Q: 3 clusters Score -3.439352e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 274945 members 
Entering Unmasked Estep 
Score: -34393420.000000 Penalty: 6216.551758
	Iteration 35Q: 3 clusters Score -3.439342e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 275033 members 
Entering Unmasked Estep 
Score: -34393420.000000 Penalty: 6216.551758
	Iteration 36Q: 3 clusters Score -3.439342e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 275110 members 
Entering Unmasked Estep 
Score: -34393440.000000 Penalty: 6216.551758
	Iteration 37Q: 3 clusters Score -3.439344e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 275179 members 
Entering Unmasked Estep 
Score: -34393408.000000 Penalty: 6216.551758
	Iteration 38Q: 3 clusters Score -3.439341e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 275238 members 
Entering Unmasked Estep 
Score: -34393376.000000 Penalty: 6216.551758
	Iteration 39Q: 3 clusters Score -3.439338e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 275282 members 
Entering Unmasked Estep 
Score: -34393348.000000 Penalty: 6216.551758
	Iteration 40F: 3 clusters Score -3.439335e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 275327 members 
Entering Unmasked Estep 
Score: -34393308.000000 Penalty: 6216.551758
	Iteration 41Q: 3 clusters Score -3.439331e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 275360 members 
Entering Unmasked Estep 
Score: -34393324.000000 Penalty: 6216.551758
	Iteration 42Q: 3 clusters Score -3.439332e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 275382 members 
Entering Unmasked Estep 
Score: -34393308.000000 Penalty: 6216.551758
	Iteration 43Q: 3 clusters Score -3.439331e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 275407 members 
Entering Unmasked Estep 
Score: -34393280.000000 Penalty: 6216.551758
	Iteration 44Q: 3 clusters Score -3.439328e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 275433 members 
Entering Unmasked Estep 
Score: -34393312.000000 Penalty: 6216.551758
	Iteration 45Q: 3 clusters Score -3.439331e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 275451 members 
Entering Unmasked Estep 
Score: -34393364.000000 Penalty: 6216.551758
	Iteration 46Q: 3 clusters Score -3.439336e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 275470 members 
Entering Unmasked Estep 
Score: -34393344.000000 Penalty: 6216.551758
	Iteration 47Q: 3 clusters Score -3.439334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 275484 members 
Entering Unmasked Estep 
Score: -34393352.000000 Penalty: 6216.551758
	Iteration 48Q: 3 clusters Score -3.439335e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 275499 members 
Entering Unmasked Estep 
Score: -34393304.000000 Penalty: 6216.551758
	Iteration 49Q: 3 clusters Score -3.43933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 275508 members 
Entering Unmasked Estep 
Score: -34393328.000000 Penalty: 6216.551758
	Iteration 50Q: 3 clusters Score -3.439333e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 275519 members 
Entering Unmasked Estep 
Score: -34393332.000000 Penalty: 6216.551758
	Iteration 51Q: 3 clusters Score -3.439333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 275531 members 
Entering Unmasked Estep 
Score: -34393332.000000 Penalty: 6216.551758
	Iteration 52Q: 3 clusters Score -3.439333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 275540 members 
Entering Unmasked Estep 
Score: -34393332.000000 Penalty: 6216.551758
	Iteration 53Q: 3 clusters Score -3.439333e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 275563 members 
Entering Unmasked Estep 
Score: -34393328.000000 Penalty: 6216.551758
	Iteration 54Q: 3 clusters Score -3.439333e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 275581 members 
Entering Unmasked Estep 
Score: -34393344.000000 Penalty: 6216.551758
	Iteration 55Q: 3 clusters Score -3.439334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 275593 members 
Entering Unmasked Estep 
Score: -34393340.000000 Penalty: 6216.551758
	Iteration 56Q: 3 clusters Score -3.439334e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 275603 members 
Entering Unmasked Estep 
Score: -34393324.000000 Penalty: 6216.551758
	Iteration 57Q: 3 clusters Score -3.439332e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 275616 members 
Entering Unmasked Estep 
Score: -34393332.000000 Penalty: 6216.551758
	Iteration 58Q: 3 clusters Score -3.439333e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 275629 members 
Entering Unmasked Estep 
Score: -34393328.000000 Penalty: 6216.551758
	Iteration 59Q: 3 clusters Score -3.439333e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 275637 members 
Entering Unmasked Estep 
Score: -34393328.000000 Penalty: 6216.551758
	Iteration 60F: 3 clusters Score -3.439333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 275642 members 
Entering Unmasked Estep 
Score: -34393312.000000 Penalty: 6216.551758
	Iteration 61Q: 3 clusters Score -3.439331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 275646 members 
Entering Unmasked Estep 
Score: -34393328.000000 Penalty: 6216.551758
	Iteration 62Q: 3 clusters Score -3.439333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 275651 members 
Entering Unmasked Estep 
Score: -34393328.000000 Penalty: 6216.551758
	Iteration 63Q: 3 clusters Score -3.439333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 275654 members 
Entering Unmasked Estep 
Score: -34393336.000000 Penalty: 6216.551758
	Iteration 64Q: 3 clusters Score -3.439334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 275655 members 
Entering Unmasked Estep 
Score: -34393348.000000 Penalty: 6216.551758
	Iteration 65Q: 3 clusters Score -3.439335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 275660 members 
Entering Unmasked Estep 
Score: -34393356.000000 Penalty: 6216.551758
	Iteration 66Q: 3 clusters Score -3.439336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 275666 members 
Entering Unmasked Estep 
Score: -34393360.000000 Penalty: 6216.551758
	Iteration 67Q: 3 clusters Score -3.439336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 275671 members 
Entering Unmasked Estep 
Score: -34393352.000000 Penalty: 6216.551758
	Iteration 68Q: 3 clusters Score -3.439335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 275673 members 
Entering Unmasked Estep 
Score: -34393352.000000 Penalty: 6216.551758
	Iteration 69Q: 3 clusters Score -3.439335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 275673 members 
Entering Unmasked Estep 
Score: -34393352.000000 Penalty: 6216.551758
	Iteration 70F: 3 clusters Score -3.439335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Entering Unmasked Estep 
Score: -1040262.437500 Penalty: 2244.966064
	Iteration 0F: 2 clusters Score -1040262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1033498.312500 Penalty: 4489.932129
	Iteration 0F: 3 clusters Score -1033498 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1035498.687500 Penalty: 4489.932129
	Iteration 1F: 3 clusters Score -1035499 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1035966.750000 Penalty: 4489.932129
	Iteration 2F: 3 clusters Score -1035967 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1036310.312500 Penalty: 4489.932129
	Iteration 3F: 3 clusters Score -1036310 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1036588.812500 Penalty: 4489.932129
	Iteration 4F: 3 clusters Score -1036589 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1036781.062500 Penalty: 4489.932129
	Iteration 5Q: 3 clusters Score -1036781 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1036935.812500 Penalty: 4489.932129
	Iteration 6Q: 3 clusters Score -1036936 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1037075.625000 Penalty: 4489.932129
	Iteration 7Q: 3 clusters Score -1037076 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1037196.687500 Penalty: 4489.932129
	Iteration 8Q: 3 clusters Score -1037197 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1037327.437500 Penalty: 4489.932129
	Iteration 9Q: 3 clusters Score -1037327 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1037473.937500 Penalty: 4489.932129
	Iteration 10Q: 3 clusters Score -1037474 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1037618.250000 Penalty: 4489.932129
	Iteration 11Q: 3 clusters Score -1037618 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1037744.687500 Penalty: 4489.932129
	Iteration 12Q: 3 clusters Score -1037745 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1037836.312500 Penalty: 4489.932129
	Iteration 13Q: 3 clusters Score -1037836 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1037900.750000 Penalty: 4489.932129
	Iteration 14Q: 3 clusters Score -1037901 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1037950.250000 Penalty: 4489.932129
	Iteration 15Q: 3 clusters Score -1037950 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1037987.250000 Penalty: 4489.932129
	Iteration 16Q: 3 clusters Score -1037987 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1038015.687500 Penalty: 4489.932129
	Iteration 17Q: 3 clusters Score -1038016 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1038036.500000 Penalty: 4489.932129
	Iteration 18Q: 3 clusters Score -1038036 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1038057.812500 Penalty: 4489.932129
	Iteration 19Q: 3 clusters Score -1038058 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1038071.750000 Penalty: 4489.932129
	Iteration 20F: 3 clusters Score -1038072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1038079.812500 Penalty: 4489.932129
	Iteration 21Q: 3 clusters Score -1038080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1038088.562500 Penalty: 4489.932129
	Iteration 22Q: 3 clusters Score -1038089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1038100.937500 Penalty: 4489.932129
	Iteration 23Q: 3 clusters Score -1038101 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1038107.687500 Penalty: 4489.932129
	Iteration 24Q: 3 clusters Score -1038108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1038113.750000 Penalty: 4489.932129
	Iteration 25Q: 3 clusters Score -1038114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1038119.875000 Penalty: 4489.932129
	Iteration 26Q: 3 clusters Score -1038120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1038127.750000 Penalty: 4489.932129
	Iteration 27Q: 3 clusters Score -1038128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1038133.000000 Penalty: 4489.932129
	Iteration 28Q: 3 clusters Score -1038133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1038135.250000 Penalty: 4489.932129
	Iteration 29Q: 3 clusters Score -1038135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1038136.875000 Penalty: 4489.932129
	Iteration 30Q: 3 clusters Score -1038137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1038138.187500 Penalty: 4489.932129
	Iteration 31Q: 3 clusters Score -1038138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1038138.562500 Penalty: 4489.932129
	Iteration 32Q: 3 clusters Score -1038139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1038137.312500 Penalty: 4489.932129
	Iteration 33Q: 3 clusters Score -1038137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1038138.375000 Penalty: 4489.932129
	Iteration 34Q: 3 clusters Score -1038138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1038140.562500 Penalty: 4489.932129
	Iteration 35Q: 3 clusters Score -1038141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1038142.562500 Penalty: 4489.932129
	Iteration 36Q: 3 clusters Score -1038143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1038143.687500 Penalty: 4489.932129
	Iteration 37Q: 3 clusters Score -1038144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1038147.125000 Penalty: 4489.932129
	Iteration 38Q: 3 clusters Score -1038147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1038149.750000 Penalty: 4489.932129
	Iteration 39Q: 3 clusters Score -1038150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1038152.000000 Penalty: 4489.932129
	Iteration 40F: 3 clusters Score -1038152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1038158.312500 Penalty: 4489.932129
	Iteration 41Q: 3 clusters Score -1038158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1038162.375000 Penalty: 4489.932129
	Iteration 42Q: 3 clusters Score -1038162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1038169.062500 Penalty: 4489.932129
	Iteration 43Q: 3 clusters Score -1038169 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1038178.750000 Penalty: 4489.932129
	Iteration 44Q: 3 clusters Score -1038179 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1038184.437500 Penalty: 4489.932129
	Iteration 45Q: 3 clusters Score -1038184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1038190.437500 Penalty: 4489.932129
	Iteration 46Q: 3 clusters Score -1038190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1038196.750000 Penalty: 4489.932129
	Iteration 47Q: 3 clusters Score -1038197 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1038202.750000 Penalty: 4489.932129
	Iteration 48Q: 3 clusters Score -1038203 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1038206.250000 Penalty: 4489.932129
	Iteration 49Q: 3 clusters Score -1038206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1038212.375000 Penalty: 4489.932129
	Iteration 50Q: 3 clusters Score -1038212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1038212.812500 Penalty: 4489.932129
	Iteration 51Q: 3 clusters Score -1038213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1038212.062500 Penalty: 4489.932129
	Iteration 52Q: 3 clusters Score -1038212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1038217.562500 Penalty: 4489.932129
	Iteration 53Q: 3 clusters Score -1038218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1038217.562500 Penalty: 4489.932129
	Iteration 54Q: 3 clusters Score -1038218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1038220.437500 Penalty: 4489.932129
	Iteration 55Q: 3 clusters Score -1038220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1038221.625000 Penalty: 4489.932129
	Iteration 56Q: 3 clusters Score -1038222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1038219.562500 Penalty: 4489.932129
	Iteration 57Q: 3 clusters Score -1038220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1038221.187500 Penalty: 4489.932129
	Iteration 58Q: 3 clusters Score -1038221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1038221.625000 Penalty: 4489.932129
	Iteration 59Q: 3 clusters Score -1038222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1038220.750000 Penalty: 4489.932129
	Iteration 60F: 3 clusters Score -1038221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1038225.062500 Penalty: 4489.932129
	Iteration 61Q: 3 clusters Score -1038225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1038225.125000 Penalty: 4489.932129
	Iteration 62Q: 3 clusters Score -1038225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1038225.125000 Penalty: 4489.932129
	Iteration 63F: 3 clusters Score -1038225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Entering Unmasked Estep 
Score: -2818652.500000 Penalty: 2491.608398
	Iteration 0F: 2 clusters Score -2818652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2802410.250000 Penalty: 4983.216797
	Iteration 0F: 3 clusters Score -2802410 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2807875.000000 Penalty: 4983.216797
	Iteration 1F: 3 clusters Score -2807875 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2808228.500000 Penalty: 4983.216797
	Iteration 2Q: 3 clusters Score -2808228 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2808517.750000 Penalty: 4983.216797
	Iteration 3Q: 3 clusters Score -2808518 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2808786.750000 Penalty: 4983.216797
	Iteration 4Q: 3 clusters Score -2808787 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2809041.000000 Penalty: 4983.216797
	Iteration 5Q: 3 clusters Score -2809041 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2809316.500000 Penalty: 4983.216797
	Iteration 6Q: 3 clusters Score -2809316 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2809639.250000 Penalty: 4983.216797
	Iteration 7Q: 3 clusters Score -2809639 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2809994.750000 Penalty: 4983.216797
	Iteration 8Q: 3 clusters Score -2809995 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2810403.750000 Penalty: 4983.216797
	Iteration 9Q: 3 clusters Score -2810404 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2810905.500000 Penalty: 4983.216797
	Iteration 10Q: 3 clusters Score -2810906 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2811483.750000 Penalty: 4983.216797
	Iteration 11Q: 3 clusters Score -2811484 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2812113.750000 Penalty: 4983.216797
	Iteration 12Q: 3 clusters Score -2812114 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2812717.000000 Penalty: 4983.216797
	Iteration 13Q: 3 clusters Score -2812717 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2813297.250000 Penalty: 4983.216797
	Iteration 14Q: 3 clusters Score -2813297 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2813674.000000 Penalty: 4983.216797
	Iteration 15Q: 3 clusters Score -2813674 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2813905.250000 Penalty: 4983.216797
	Iteration 16Q: 3 clusters Score -2813905 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2814042.000000 Penalty: 4983.216797
	Iteration 17Q: 3 clusters Score -2814042 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2814147.250000 Penalty: 4983.216797
	Iteration 18Q: 3 clusters Score -2814147 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2814236.000000 Penalty: 4983.216797
	Iteration 19Q: 3 clusters Score -2814236 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2814324.500000 Penalty: 4983.216797
	Iteration 20F: 3 clusters Score -2814324 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2814410.000000 Penalty: 4983.216797
	Iteration 21Q: 3 clusters Score -2814410 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2814486.250000 Penalty: 4983.216797
	Iteration 22Q: 3 clusters Score -2814486 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2814578.500000 Penalty: 4983.216797
	Iteration 23Q: 3 clusters Score -2814578 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2814644.000000 Penalty: 4983.216797
	Iteration 24Q: 3 clusters Score -2814644 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2814711.500000 Penalty: 4983.216797
	Iteration 25Q: 3 clusters Score -2814712 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2814772.250000 Penalty: 4983.216797
	Iteration 26Q: 3 clusters Score -2814772 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2814827.750000 Penalty: 4983.216797
	Iteration 27Q: 3 clusters Score -2814828 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2814902.000000 Penalty: 4983.216797
	Iteration 28Q: 3 clusters Score -2814902 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2814965.250000 Penalty: 4983.216797
	Iteration 29Q: 3 clusters Score -2814965 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2815039.500000 Penalty: 4983.216797
	Iteration 30Q: 3 clusters Score -2815040 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2815116.000000 Penalty: 4983.216797
	Iteration 31Q: 3 clusters Score -2815116 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2815186.000000 Penalty: 4983.216797
	Iteration 32Q: 3 clusters Score -2815186 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2815250.500000 Penalty: 4983.216797
	Iteration 33Q: 3 clusters Score -2815250 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2815312.500000 Penalty: 4983.216797
	Iteration 34Q: 3 clusters Score -2815312 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2815372.000000 Penalty: 4983.216797
	Iteration 35Q: 3 clusters Score -2815372 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2815413.000000 Penalty: 4983.216797
	Iteration 36Q: 3 clusters Score -2815413 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2815467.000000 Penalty: 4983.216797
	Iteration 37Q: 3 clusters Score -2815467 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2815515.000000 Penalty: 4983.216797
	Iteration 38Q: 3 clusters Score -2815515 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2815595.500000 Penalty: 4983.216797
	Iteration 39Q: 3 clusters Score -2815596 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2815647.250000 Penalty: 4983.216797
	Iteration 40F: 3 clusters Score -2815647 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2815706.250000 Penalty: 4983.216797
	Iteration 41Q: 3 clusters Score -2815706 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2815772.500000 Penalty: 4983.216797
	Iteration 42Q: 3 clusters Score -2815772 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2815856.500000 Penalty: 4983.216797
	Iteration 43Q: 3 clusters Score -2815856 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2815918.000000 Penalty: 4983.216797
	Iteration 44Q: 3 clusters Score -2815918 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2815989.500000 Penalty: 4983.216797
	Iteration 45Q: 3 clusters Score -2815990 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -2816041.500000 Penalty: 4983.216797
	Iteration 46Q: 3 clusters Score -2816042 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2816079.250000 Penalty: 4983.216797
	Iteration 47Q: 3 clusters Score -2816079 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2816120.000000 Penalty: 4983.216797
	Iteration 48Q: 3 clusters Score -2816120 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2816168.500000 Penalty: 4983.216797
	Iteration 49Q: 3 clusters Score -2816168 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2816218.250000 Penalty: 4983.216797
	Iteration 50Q: 3 clusters Score -2816218 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -2816263.500000 Penalty: 4983.216797
	Iteration 51Q: 3 clusters Score -2816264 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -2816300.000000 Penalty: 4983.216797
	Iteration 52Q: 3 clusters Score -2816300 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2816330.500000 Penalty: 4983.216797
	Iteration 53Q: 3 clusters Score -2816330 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2816362.500000 Penalty: 4983.216797
	Iteration 54Q: 3 clusters Score -2816362 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2816381.750000 Penalty: 4983.216797
	Iteration 55Q: 3 clusters Score -2816382 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -2816389.500000 Penalty: 4983.216797
	Iteration 56Q: 3 clusters Score -2816390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -2816399.000000 Penalty: 4983.216797
	Iteration 57Q: 3 clusters Score -2816399 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2816419.500000 Penalty: 4983.216797
	Iteration 58Q: 3 clusters Score -2816420 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2816430.750000 Penalty: 4983.216797
	Iteration 59Q: 3 clusters Score -2816431 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2816436.250000 Penalty: 4983.216797
	Iteration 60F: 3 clusters Score -2816436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -2816438.750000 Penalty: 4983.216797
	Iteration 61Q: 3 clusters Score -2816439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -2816451.000000 Penalty: 4983.216797
	Iteration 62Q: 3 clusters Score -2816451 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -2816463.250000 Penalty: 4983.216797
	Iteration 63Q: 3 clusters Score -2816463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -2816472.250000 Penalty: 4983.216797
	Iteration 64Q: 3 clusters Score -2816472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2816476.250000 Penalty: 4983.216797
	Iteration 65Q: 3 clusters Score -2816476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -2816479.250000 Penalty: 4983.216797
	Iteration 66Q: 3 clusters Score -2816479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2816482.500000 Penalty: 4983.216797
	Iteration 67Q: 3 clusters Score -2816482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -2816490.500000 Penalty: 4983.216797
	Iteration 68Q: 3 clusters Score -2816490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2816492.500000 Penalty: 4983.216797
	Iteration 69Q: 3 clusters Score -2816492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -2816488.500000 Penalty: 4983.216797
	Iteration 70Q: 3 clusters Score -2816488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2816492.250000 Penalty: 4983.216797
	Iteration 71Q: 3 clusters Score -2816492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -2816494.500000 Penalty: 4983.216797
	Iteration 72Q: 3 clusters Score -2816494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -2816502.500000 Penalty: 4983.216797
	Iteration 73Q: 3 clusters Score -2816502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -2816499.500000 Penalty: 4983.216797
	Iteration 74Q: 3 clusters Score -2816500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -2816513.250000 Penalty: 4983.216797
	Iteration 75Q: 3 clusters Score -2816513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -2816514.500000 Penalty: 4983.216797
	Iteration 76Q: 3 clusters Score -2816514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -2816519.250000 Penalty: 4983.216797
	Iteration 77Q: 3 clusters Score -2816519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2816525.750000 Penalty: 4983.216797
	Iteration 78Q: 3 clusters Score -2816526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -2816525.750000 Penalty: 4983.216797
	Iteration 79Q: 3 clusters Score -2816526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -2816524.500000 Penalty: 4983.216797
	Iteration 80F: 3 clusters Score -2816524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -2816526.000000 Penalty: 4983.216797
	Iteration 81Q: 3 clusters Score -2816526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2816524.250000 Penalty: 4983.216797
	Iteration 82Q: 3 clusters Score -2816524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2816527.500000 Penalty: 4983.216797
	Iteration 83Q: 3 clusters Score -2816528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -2816523.500000 Penalty: 4983.216797
	Iteration 84Q: 3 clusters Score -2816524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -2816524.500000 Penalty: 4983.216797
	Iteration 85Q: 3 clusters Score -2816524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2816530.500000 Penalty: 4983.216797
	Iteration 86Q: 3 clusters Score -2816530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -2816534.500000 Penalty: 4983.216797
	Iteration 87Q: 3 clusters Score -2816534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2816537.250000 Penalty: 4983.216797
	Iteration 88Q: 3 clusters Score -2816537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2816540.500000 Penalty: 4983.216797
	Iteration 89Q: 3 clusters Score -2816540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -2816539.500000 Penalty: 4983.216797
	Iteration 90Q: 3 clusters Score -2816540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -2816539.250000 Penalty: 4983.216797
	Iteration 91Q: 3 clusters Score -2816539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2816543.500000 Penalty: 4983.216797
	Iteration 92Q: 3 clusters Score -2816544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -2816549.750000 Penalty: 4983.216797
	Iteration 93Q: 3 clusters Score -2816550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2816550.000000 Penalty: 4983.216797
	Iteration 94Q: 3 clusters Score -2816550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2816551.000000 Penalty: 4983.216797
	Iteration 95Q: 3 clusters Score -2816551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -2816553.000000 Penalty: 4983.216797
	Iteration 96Q: 3 clusters Score -2816553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2816552.250000 Penalty: 4983.216797
	Iteration 97Q: 3 clusters Score -2816552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -2816550.250000 Penalty: 4983.216797
	Iteration 98Q: 3 clusters Score -2816550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -2816550.750000 Penalty: 4983.216797
	Iteration 99Q: 3 clusters Score -2816551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2816547.500000 Penalty: 4983.216797
	Iteration 100F: 3 clusters Score -2816548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -2816546.250000 Penalty: 4983.216797
	Iteration 101Q: 3 clusters Score -2816546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -2816546.250000 Penalty: 4983.216797
	Iteration 102Q: 3 clusters Score -2816546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -2816549.500000 Penalty: 4983.216797
	Iteration 103Q: 3 clusters Score -2816550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -2816551.500000 Penalty: 4983.216797
	Iteration 104Q: 3 clusters Score -2816552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -2816555.500000 Penalty: 4983.216797
	Iteration 105Q: 3 clusters Score -2816556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -2816561.000000 Penalty: 4983.216797
	Iteration 106Q: 3 clusters Score -2816561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2816561.250000 Penalty: 4983.216797
	Iteration 107Q: 3 clusters Score -2816561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2816558.750000 Penalty: 4983.216797
	Iteration 108Q: 3 clusters Score -2816559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -2816559.250000 Penalty: 4983.216797
	Iteration 109Q: 3 clusters Score -2816559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -2816560.250000 Penalty: 4983.216797
	Iteration 110Q: 3 clusters Score -2816560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -2816560.500000 Penalty: 4983.216797
	Iteration 111Q: 3 clusters Score -2816560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -2816563.750000 Penalty: 4983.216797
	Iteration 112Q: 3 clusters Score -2816564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2816563.750000 Penalty: 4983.216797
	Iteration 113Q: 3 clusters Score -2816564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2816568.250000 Penalty: 4983.216797
	Iteration 114Q: 3 clusters Score -2816568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -2816570.000000 Penalty: 4983.216797
	Iteration 115Q: 3 clusters Score -2816570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -2816568.250000 Penalty: 4983.216797
	Iteration 116Q: 3 clusters Score -2816568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -2816569.500000 Penalty: 4983.216797
	Iteration 117Q: 3 clusters Score -2816570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2816568.500000 Penalty: 4983.216797
	Iteration 118Q: 3 clusters Score -2816568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -2816570.750000 Penalty: 4983.216797
	Iteration 119Q: 3 clusters Score -2816571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -2816568.500000 Penalty: 4983.216797
	Iteration 120F: 3 clusters Score -2816568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -2816571.250000 Penalty: 4983.216797
	Iteration 121Q: 3 clusters Score -2816571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -2816573.750000 Penalty: 4983.216797
	Iteration 122Q: 3 clusters Score -2816574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2816570.000000 Penalty: 4983.216797
	Iteration 123Q: 3 clusters Score -2816570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -2816570.250000 Penalty: 4983.216797
	Iteration 124Q: 3 clusters Score -2816570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2816571.000000 Penalty: 4983.216797
	Iteration 125Q: 3 clusters Score -2816571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -2816571.250000 Penalty: 4983.216797
	Iteration 126Q: 3 clusters Score -2816571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -2816567.750000 Penalty: 4983.216797
	Iteration 127Q: 3 clusters Score -2816568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -2816567.750000 Penalty: 4983.216797
	Iteration 128F: 3 clusters Score -2816568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Entering Unmasked Estep 
Score: -858596.375000 Penalty: 2238.670898
	Iteration 0F: 2 clusters Score -858596.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -852022.750000 Penalty: 4477.341797
	Iteration 0F: 3 clusters Score -852022.8 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -854051.687500 Penalty: 4477.341797
	Iteration 1F: 3 clusters Score -854051.7 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -854577.812500 Penalty: 4477.341797
	Iteration 2F: 3 clusters Score -854577.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -855329.875000 Penalty: 4477.341797
	Iteration 3F: 3 clusters Score -855329.9 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -856042.500000 Penalty: 4477.341797
	Iteration 4F: 3 clusters Score -856042.5 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -856765.750000 Penalty: 4477.341797
	Iteration 5F: 3 clusters Score -856765.8 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -857577.500000 Penalty: 4477.341797
	Iteration 6F: 3 clusters Score -857577.5 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -858298.937500 Penalty: 4477.341797
	Iteration 7F: 3 clusters Score -858298.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -858652.125000 Penalty: 4477.341797
	Iteration 8F: 3 clusters Score -858652.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -858812.812500 Penalty: 4477.341797
	Iteration 9Q: 3 clusters Score -858812.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -858897.625000 Penalty: 4477.341797
	Iteration 10Q: 3 clusters Score -858897.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -858950.562500 Penalty: 4477.341797
	Iteration 11Q: 3 clusters Score -858950.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -858976.812500 Penalty: 4477.341797
	Iteration 12Q: 3 clusters Score -858976.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -858998.750000 Penalty: 4477.341797
	Iteration 13Q: 3 clusters Score -858998.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -859015.687500 Penalty: 4477.341797
	Iteration 14Q: 3 clusters Score -859015.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -859028.187500 Penalty: 4477.341797
	Iteration 15Q: 3 clusters Score -859028.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -859044.562500 Penalty: 4477.341797
	Iteration 16Q: 3 clusters Score -859044.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -859059.375000 Penalty: 4477.341797
	Iteration 17Q: 3 clusters Score -859059.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -859065.250000 Penalty: 4477.341797
	Iteration 18Q: 3 clusters Score -859065.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -859073.312500 Penalty: 4477.341797
	Iteration 19Q: 3 clusters Score -859073.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -859078.812500 Penalty: 4477.341797
	Iteration 20F: 3 clusters Score -859078.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -859086.250000 Penalty: 4477.341797
	Iteration 21Q: 3 clusters Score -859086.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -859089.687500 Penalty: 4477.341797
	Iteration 22Q: 3 clusters Score -859089.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -859091.500000 Penalty: 4477.341797
	Iteration 23Q: 3 clusters Score -859091.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -859096.500000 Penalty: 4477.341797
	Iteration 24Q: 3 clusters Score -859096.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -859097.875000 Penalty: 4477.341797
	Iteration 25Q: 3 clusters Score -859097.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -859100.500000 Penalty: 4477.341797
	Iteration 26Q: 3 clusters Score -859100.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -859099.750000 Penalty: 4477.341797
	Iteration 27Q: 3 clusters Score -859099.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -859100.875000 Penalty: 4477.341797
	Iteration 28Q: 3 clusters Score -859100.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -859103.000000 Penalty: 4477.341797
	Iteration 29Q: 3 clusters Score -859103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -859103.437500 Penalty: 4477.341797
	Iteration 30Q: 3 clusters Score -859103.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -859107.187500 Penalty: 4477.341797
	Iteration 31Q: 3 clusters Score -859107.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -859106.812500 Penalty: 4477.341797
	Iteration 32Q: 3 clusters Score -859106.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -859106.937500 Penalty: 4477.341797
	Iteration 33Q: 3 clusters Score -859106.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -859106.062500 Penalty: 4477.341797
	Iteration 34Q: 3 clusters Score -859106.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -859106.250000 Penalty: 4477.341797
	Iteration 35Q: 3 clusters Score -859106.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -859106.625000 Penalty: 4477.341797
	Iteration 36Q: 3 clusters Score -859106.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -859111.937500 Penalty: 4477.341797
	Iteration 37Q: 3 clusters Score -859111.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -859110.812500 Penalty: 4477.341797
	Iteration 38Q: 3 clusters Score -859110.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -859110.750000 Penalty: 4477.341797
	Iteration 39Q: 3 clusters Score -859110.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -859110.750000 Penalty: 4477.341797
	Iteration 40F: 3 clusters Score -859110.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 313457 members 
Mstep: Class 2 contains 59898 members 
Mstep: Class 3 contains 18719 members 
Mstep: Class 4 contains 277443 members 
Mstep: Class 5 contains 8538 members 
Mstep: Class 6 contains 23082 members 
Mstep: Class 7 contains 5447 members 
Mstep: Class 8 contains 114621 members 
Mstep: Class 9 contains 31279 members 
Mstep: Class 10 contains 76564 members 
Mstep: Class 11 contains 22440 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 22195 members 
Mstep: Class 14 contains 25105 members 
Mstep: Class 15 contains 116870 members 
Mstep: Class 16 contains 1200 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 4012 members 
Mstep: Class 20 contains 16577 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3898 members 
Mstep: Class 23 contains 7199 members 
Mstep: Class 24 contains 8833 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 93105 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 2877 members 
Entering Unmasked Estep 
Score: -154606064.000000 Penalty: 97617.203125
Splitting cluster 7 changes total score from -154606560.000000 to -154606064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (114621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114621 members 
Entering Unmasked Estep 
Score: -14396654.000000 Penalty: 2889.047852
	Iteration 0F: 2 clusters Score -1.439665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57163 members 
Mstep: Class 2 contains 57458 members 
Entering Unmasked Estep 
Score: -14320098.000000 Penalty: 5778.095703
	Iteration 0F: 3 clusters Score -1.43201e+07 nChanged 54505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 58809 members 
Entering Unmasked Estep 
Score: -14351548.000000 Penalty: 5778.095703
	Iteration 1F: 3 clusters Score -1.435155e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54983 members 
Mstep: Class 2 contains 59638 members 
Entering Unmasked Estep 
Score: -14352865.000000 Penalty: 5778.095703
	Iteration 2Q: 3 clusters Score -1.435286e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53829 members 
Mstep: Class 2 contains 60792 members 
Entering Unmasked Estep 
Score: -14354440.000000 Penalty: 5778.095703
	Iteration 3Q: 3 clusters Score -1.435444e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52368 members 
Mstep: Class 2 contains 62253 members 
Entering Unmasked Estep 
Score: -14356400.000000 Penalty: 5778.095703
	Iteration 4Q: 3 clusters Score -1.43564e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 64062 members 
Entering Unmasked Estep 
Score: -14359270.000000 Penalty: 5778.095703
	Iteration 5Q: 3 clusters Score -1.435927e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 66125 members 
Entering Unmasked Estep 
Score: -14362397.000000 Penalty: 5778.095703
	Iteration 6F: 3 clusters Score -1.43624e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 68331 members 
Entering Unmasked Estep 
Score: -14365558.000000 Penalty: 5778.095703
	Iteration 7F: 3 clusters Score -1.436556e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 70753 members 
Entering Unmasked Estep 
Score: -14368540.000000 Penalty: 5778.095703
	Iteration 8F: 3 clusters Score -1.436854e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 73212 members 
Entering Unmasked Estep 
Score: -14371157.000000 Penalty: 5778.095703
	Iteration 9Q: 3 clusters Score -1.437116e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 75783 members 
Entering Unmasked Estep 
Score: -14373628.000000 Penalty: 5778.095703
	Iteration 10Q: 3 clusters Score -1.437363e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 78590 members 
Entering Unmasked Estep 
Score: -14375791.000000 Penalty: 5778.095703
	Iteration 11Q: 3 clusters Score -1.437579e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 81366 members 
Entering Unmasked Estep 
Score: -14377772.000000 Penalty: 5778.095703
	Iteration 12Q: 3 clusters Score -1.437777e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 84081 members 
Entering Unmasked Estep 
Score: -14379489.000000 Penalty: 5778.095703
	Iteration 13Q: 3 clusters Score -1.437949e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 86855 members 
Entering Unmasked Estep 
Score: -14381044.000000 Penalty: 5778.095703
	Iteration 14Q: 3 clusters Score -1.438104e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 89635 members 
Entering Unmasked Estep 
Score: -14382422.000000 Penalty: 5778.095703
	Iteration 15Q: 3 clusters Score -1.438242e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 92384 members 
Entering Unmasked Estep 
Score: -14383759.000000 Penalty: 5778.095703
	Iteration 16Q: 3 clusters Score -1.438376e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 94981 members 
Entering Unmasked Estep 
Score: -14385008.000000 Penalty: 5778.095703
	Iteration 17Q: 3 clusters Score -1.438501e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 97449 members 
Entering Unmasked Estep 
Score: -14386102.000000 Penalty: 5778.095703
	Iteration 18Q: 3 clusters Score -1.43861e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 99795 members 
Entering Unmasked Estep 
Score: -14387178.000000 Penalty: 5778.095703
	Iteration 19Q: 3 clusters Score -1.438718e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 102086 members 
Entering Unmasked Estep 
Score: -14388247.000000 Penalty: 5778.095703
	Iteration 20F: 3 clusters Score -1.438825e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 104124 members 
Entering Unmasked Estep 
Score: -14389277.000000 Penalty: 5778.095703
	Iteration 21Q: 3 clusters Score -1.438928e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 105963 members 
Entering Unmasked Estep 
Score: -14390283.000000 Penalty: 5778.095703
	Iteration 22Q: 3 clusters Score -1.439028e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 107599 members 
Entering Unmasked Estep 
Score: -14391095.000000 Penalty: 5778.095703
	Iteration 23Q: 3 clusters Score -1.43911e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 108989 members 
Entering Unmasked Estep 
Score: -14391793.000000 Penalty: 5778.095703
	Iteration 24Q: 3 clusters Score -1.439179e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 110104 members 
Entering Unmasked Estep 
Score: -14392336.000000 Penalty: 5778.095703
	Iteration 25Q: 3 clusters Score -1.439234e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 110993 members 
Entering Unmasked Estep 
Score: -14392824.000000 Penalty: 5778.095703
	Iteration 26Q: 3 clusters Score -1.439282e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 111706 members 
Entering Unmasked Estep 
Score: -14393167.000000 Penalty: 5778.095703
	Iteration 27Q: 3 clusters Score -1.439317e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 112224 members 
Entering Unmasked Estep 
Score: -14393462.000000 Penalty: 5778.095703
	Iteration 28Q: 3 clusters Score -1.439346e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 112601 members 
Entering Unmasked Estep 
Score: -14393630.000000 Penalty: 5778.095703
	Iteration 29Q: 3 clusters Score -1.439363e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 112860 members 
Entering Unmasked Estep 
Score: -14393776.000000 Penalty: 5778.095703
	Iteration 30Q: 3 clusters Score -1.439378e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 113024 members 
Entering Unmasked Estep 
Score: -14393827.000000 Penalty: 5778.095703
	Iteration 31Q: 3 clusters Score -1.439383e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 113152 members 
Entering Unmasked Estep 
Score: -14393863.000000 Penalty: 5778.095703
	Iteration 32Q: 3 clusters Score -1.439386e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 113257 members 
Entering Unmasked Estep 
Score: -14393931.000000 Penalty: 5778.095703
	Iteration 33Q: 3 clusters Score -1.439393e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 113335 members 
Entering Unmasked Estep 
Score: -14393975.000000 Penalty: 5778.095703
	Iteration 34Q: 3 clusters Score -1.439398e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 113395 members 
Entering Unmasked Estep 
Score: -14394011.000000 Penalty: 5778.095703
	Iteration 35Q: 3 clusters Score -1.439401e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 113451 members 
Entering Unmasked Estep 
Score: -14394050.000000 Penalty: 5778.095703
	Iteration 36Q: 3 clusters Score -1.439405e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 113500 members 
Entering Unmasked Estep 
Score: -14394083.000000 Penalty: 5778.095703
	Iteration 37Q: 3 clusters Score -1.439408e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 113539 members 
Entering Unmasked Estep 
Score: -14394092.000000 Penalty: 5778.095703
	Iteration 38Q: 3 clusters Score -1.439409e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 113573 members 
Entering Unmasked Estep 
Score: -14394112.000000 Penalty: 5778.095703
	Iteration 39Q: 3 clusters Score -1.439411e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 113603 members 
Entering Unmasked Estep 
Score: -14394131.000000 Penalty: 5778.095703
	Iteration 40F: 3 clusters Score -1.439413e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 113629 members 
Entering Unmasked Estep 
Score: -14394138.000000 Penalty: 5778.095703
	Iteration 41Q: 3 clusters Score -1.439414e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 113655 members 
Entering Unmasked Estep 
Score: -14394155.000000 Penalty: 5778.095703
	Iteration 42Q: 3 clusters Score -1.439416e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 113673 members 
Entering Unmasked Estep 
Score: -14394176.000000 Penalty: 5778.095703
	Iteration 43Q: 3 clusters Score -1.439418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 113681 members 
Entering Unmasked Estep 
Score: -14394179.000000 Penalty: 5778.095703
	Iteration 44Q: 3 clusters Score -1.439418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 113685 members 
Entering Unmasked Estep 
Score: -14394182.000000 Penalty: 5778.095703
	Iteration 45Q: 3 clusters Score -1.439418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 113687 members 
Entering Unmasked Estep 
Score: -14394173.000000 Penalty: 5778.095703
	Iteration 46Q: 3 clusters Score -1.439417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 113694 members 
Entering Unmasked Estep 
Score: -14394180.000000 Penalty: 5778.095703
	Iteration 47Q: 3 clusters Score -1.439418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 113700 members 
Entering Unmasked Estep 
Score: -14394192.000000 Penalty: 5778.095703
	Iteration 48Q: 3 clusters Score -1.439419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 113700 members 
Entering Unmasked Estep 
Score: -14394178.000000 Penalty: 5778.095703
	Iteration 49Q: 3 clusters Score -1.439418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 113705 members 
Entering Unmasked Estep 
Score: -14394183.000000 Penalty: 5778.095703
	Iteration 50Q: 3 clusters Score -1.439418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 113710 members 
Entering Unmasked Estep 
Score: -14394198.000000 Penalty: 5778.095703
	Iteration 51Q: 3 clusters Score -1.43942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 113717 members 
Entering Unmasked Estep 
Score: -14394192.000000 Penalty: 5778.095703
	Iteration 52Q: 3 clusters Score -1.439419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 113719 members 
Entering Unmasked Estep 
Score: -14394201.000000 Penalty: 5778.095703
	Iteration 53Q: 3 clusters Score -1.43942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 113725 members 
Entering Unmasked Estep 
Score: -14394201.000000 Penalty: 5778.095703
	Iteration 54Q: 3 clusters Score -1.43942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 113727 members 
Entering Unmasked Estep 
Score: -14394194.000000 Penalty: 5778.095703
	Iteration 55Q: 3 clusters Score -1.439419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 113727 members 
Entering Unmasked Estep 
Score: -14394194.000000 Penalty: 5778.095703
	Iteration 56F: 3 clusters Score -1.439419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Entering Unmasked Estep 
Score: -3546332.750000 Penalty: 2566.974121
	Iteration 0F: 2 clusters Score -3546333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -3524776.250000 Penalty: 5133.948242
	Iteration 0F: 3 clusters Score -3524776 nChanged 14210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -3532595.250000 Penalty: 5133.948242
	Iteration 1F: 3 clusters Score -3532595 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3533180.500000 Penalty: 5133.948242
	Iteration 2F: 3 clusters Score -3533180 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -3533734.000000 Penalty: 5133.948242
	Iteration 3Q: 3 clusters Score -3533734 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -3534263.250000 Penalty: 5133.948242
	Iteration 4Q: 3 clusters Score -3534263 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3534920.250000 Penalty: 5133.948242
	Iteration 5Q: 3 clusters Score -3534920 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -3535653.000000 Penalty: 5133.948242
	Iteration 6Q: 3 clusters Score -3535653 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3536536.500000 Penalty: 5133.948242
	Iteration 7Q: 3 clusters Score -3536536 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -3537556.500000 Penalty: 5133.948242
	Iteration 8F: 3 clusters Score -3537556 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -3538528.000000 Penalty: 5133.948242
	Iteration 9F: 3 clusters Score -3538528 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3539507 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -3540334.250000 Penalty: 5133.948242
	Iteration 11Q: 3 clusters Score -3540334 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -3540842.500000 Penalty: 5133.948242
	Iteration 12Q: 3 clusters Score -3540842 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -3541185.750000 Penalty: 5133.948242
	Iteration 13Q: 3 clusters Score -3541186 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -3541447.000000 Penalty: 5133.948242
	Iteration 14Q: 3 clusters Score -3541447 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -3541637.750000 Penalty: 5133.948242
	Iteration 15Q: 3 clusters Score -3541638 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -3541769.750000 Penalty: 5133.948242
	Iteration 16Q: 3 clusters Score -3541770 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -3541892.000000 Penalty: 5133.948242
	Iteration 17Q: 3 clusters Score -3541892 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -3541978.750000 Penalty: 5133.948242
	Iteration 18Q: 3 clusters Score -3541979 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -3542087.000000 Penalty: 5133.948242
	Iteration 19Q: 3 clusters Score -3542087 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -3542186.000000 Penalty: 5133.948242
	Iteration 20F: 3 clusters Score -3542186 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -3542258.000000 Penalty: 5133.948242
	Iteration 21Q: 3 clusters Score -3542258 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -3542286.500000 Penalty: 5133.948242
	Iteration 22Q: 3 clusters Score -3542286 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -3542309.500000 Penalty: 5133.948242
	Iteration 23Q: 3 clusters Score -3542310 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -3542334.000000 Penalty: 5133.948242
	Iteration 24Q: 3 clusters Score -3542334 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -3542359.750000 Penalty: 5133.948242
	Iteration 25Q: 3 clusters Score -3542360 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3542386.000000 Penalty: 5133.948242
	Iteration 26Q: 3 clusters Score -3542386 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -3542408.500000 Penalty: 5133.948242
	Iteration 27Q: 3 clusters Score -3542408 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -3542439.250000 Penalty: 5133.948242
	Iteration 28Q: 3 clusters Score -3542439 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -3542467.000000 Penalty: 5133.948242
	Iteration 29Q: 3 clusters Score -3542467 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -3542486.250000 Penalty: 5133.948242
	Iteration 30Q: 3 clusters Score -3542486 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -3542494.000000 Penalty: 5133.948242
	Iteration 31Q: 3 clusters Score -3542494 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -3542525.000000 Penalty: 5133.948242
	Iteration 32Q: 3 clusters Score -3542525 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -3542549.500000 Penalty: 5133.948242
	Iteration 33Q: 3 clusters Score -3542550 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -3542581.250000 Penalty: 5133.948242
	Iteration 34Q: 3 clusters Score -3542581 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -3542612.250000 Penalty: 5133.948242
	Iteration 35Q: 3 clusters Score -3542612 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -3542631.250000 Penalty: 5133.948242
	Iteration 36Q: 3 clusters Score -3542631 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -3542642.750000 Penalty: 5133.948242
	Iteration 37Q: 3 clusters Score -3542643 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -3542656.250000 Penalty: 5133.948242
	Iteration 38Q: 3 clusters Score -3542656 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -3542668.500000 Penalty: 5133.948242
	Iteration 39Q: 3 clusters Score -3542668 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -3542696.750000 Penalty: 5133.948242
	Iteration 40F: 3 clusters Score -3542697 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -3542724.750000 Penalty: 5133.948242
	Iteration 41Q: 3 clusters Score -3542725 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -3542742.750000 Penalty: 5133.948242
	Iteration 42Q: 3 clusters Score -3542743 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -3542769.750000 Penalty: 5133.948242
	Iteration 43Q: 3 clusters Score -3542770 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -3542790.500000 Penalty: 5133.948242
	Iteration 44Q: 3 clusters Score -3542790 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -3542818.500000 Penalty: 5133.948242
	Iteration 45Q: 3 clusters Score -3542818 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -3542832.500000 Penalty: 5133.948242
	Iteration 46Q: 3 clusters Score -3542832 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -3542846.500000 Penalty: 5133.948242
	Iteration 47Q: 3 clusters Score -3542846 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -3542864.000000 Penalty: 5133.948242
	Iteration 48Q: 3 clusters Score -3542864 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -3542884.750000 Penalty: 5133.948242
	Iteration 49Q: 3 clusters Score -3542885 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -3542926.500000 Penalty: 5133.948242
	Iteration 50Q: 3 clusters Score -3542926 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -3542952.750000 Penalty: 5133.948242
	Iteration 51Q: 3 clusters Score -3542953 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -3542980.250000 Penalty: 5133.948242
	Iteration 52Q: 3 clusters Score -3542980 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -3543011.250000 Penalty: 5133.948242
	Iteration 53Q: 3 clusters Score -3543011 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -3543042.500000 Penalty: 5133.948242
	Iteration 54Q: 3 clusters Score -3543042 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -3543075.250000 Penalty: 5133.948242
	Iteration 55Q: 3 clusters Score -3543075 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -3543093.500000 Penalty: 5133.948242
	Iteration 56Q: 3 clusters Score -3543094 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -3543104.500000 Penalty: 5133.948242
	Iteration 57Q: 3 clusters Score -3543104 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -3543130.250000 Penalty: 5133.948242
	Iteration 58Q: 3 clusters Score -3543130 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -3543185.250000 Penalty: 5133.948242
	Iteration 59Q: 3 clusters Score -3543185 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -3543230.000000 Penalty: 5133.948242
	Iteration 60F: 3 clusters Score -3543230 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3543280.750000 Penalty: 5133.948242
	Iteration 61Q: 3 clusters Score -3543281 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -3543318.750000 Penalty: 5133.948242
	Iteration 62Q: 3 clusters Score -3543319 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -3543361.250000 Penalty: 5133.948242
	Iteration 63Q: 3 clusters Score -3543361 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3543405.500000 Penalty: 5133.948242
	Iteration 64Q: 3 clusters Score -3543406 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -3543419.750000 Penalty: 5133.948242
	Iteration 65Q: 3 clusters Score -3543420 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3543462.750000 Penalty: 5133.948242
	Iteration 66Q: 3 clusters Score -3543463 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -3543505.750000 Penalty: 5133.948242
	Iteration 67Q: 3 clusters Score -3543506 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3543542.750000 Penalty: 5133.948242
	Iteration 68Q: 3 clusters Score -3543543 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -3543589.750000 Penalty: 5133.948242
	Iteration 69Q: 3 clusters Score -3543590 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3543628.000000 Penalty: 5133.948242
	Iteration 70Q: 3 clusters Score -3543628 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -3543680.250000 Penalty: 5133.948242
	Iteration 71Q: 3 clusters Score -3543680 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3543704.000000 Penalty: 5133.948242
	Iteration 72Q: 3 clusters Score -3543704 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -3543747.250000 Penalty: 5133.948242
	Iteration 73Q: 3 clusters Score -3543747 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3543771.000000 Penalty: 5133.948242
	Iteration 74Q: 3 clusters Score -3543771 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3543799.000000 Penalty: 5133.948242
	Iteration 75Q: 3 clusters Score -3543799 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -3543825.250000 Penalty: 5133.948242
	Iteration 76Q: 3 clusters Score -3543825 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3543837.000000 Penalty: 5133.948242
	Iteration 77Q: 3 clusters Score -3543837 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3543865.750000 Penalty: 5133.948242
	Iteration 78Q: 3 clusters Score -3543866 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3543885.500000 Penalty: 5133.948242
	Iteration 79Q: 3 clusters Score -3543886 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3543900.750000 Penalty: 5133.948242
	Iteration 80F: 3 clusters Score -3543901 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3543930.000000 Penalty: 5133.948242
	Iteration 81Q: 3 clusters Score -3543930 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3543955.000000 Penalty: 5133.948242
	Iteration 82Q: 3 clusters Score -3543955 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3543982.250000 Penalty: 5133.948242
	Iteration 83Q: 3 clusters Score -3543982 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3544003.500000 Penalty: 5133.948242
	Iteration 84Q: 3 clusters Score -3544004 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3544026.250000 Penalty: 5133.948242
	Iteration 85Q: 3 clusters Score -3544026 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3544036.000000 Penalty: 5133.948242
	Iteration 86Q: 3 clusters Score -3544036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3544051.500000 Penalty: 5133.948242
	Iteration 87Q: 3 clusters Score -3544052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3544060.250000 Penalty: 5133.948242
	Iteration 88Q: 3 clusters Score -3544060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3544059.750000 Penalty: 5133.948242
	Iteration 89Q: 3 clusters Score -3544060 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3544073.500000 Penalty: 5133.948242
	Iteration 90Q: 3 clusters Score -3544074 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3544101.750000 Penalty: 5133.948242
	Iteration 91Q: 3 clusters Score -3544102 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3544129.000000 Penalty: 5133.948242
	Iteration 92Q: 3 clusters Score -3544129 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3544149.250000 Penalty: 5133.948242
	Iteration 93Q: 3 clusters Score -3544149 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3544162.250000 Penalty: 5133.948242
	Iteration 94Q: 3 clusters Score -3544162 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3544183.750000 Penalty: 5133.948242
	Iteration 95Q: 3 clusters Score -3544184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3544196.750000 Penalty: 5133.948242
	Iteration 96Q: 3 clusters Score -3544197 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3544219.250000 Penalty: 5133.948242
	Iteration 97Q: 3 clusters Score -3544219 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3544230.000000 Penalty: 5133.948242
	Iteration 98Q: 3 clusters Score -3544230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3544251.250000 Penalty: 5133.948242
	Iteration 99Q: 3 clusters Score -3544251 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3544270.000000 Penalty: 5133.948242
	Iteration 100F: 3 clusters Score -3544270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3544264.500000 Penalty: 5133.948242
	Iteration 101Q: 3 clusters Score -3544264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3544279.000000 Penalty: 5133.948242
	Iteration 102Q: 3 clusters Score -3544279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3544289.500000 Penalty: 5133.948242
	Iteration 103Q: 3 clusters Score -3544290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3544298.750000 Penalty: 5133.948242
	Iteration 104Q: 3 clusters Score -3544299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3544304.500000 Penalty: 5133.948242
	Iteration 105Q: 3 clusters Score -3544304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3544317.000000 Penalty: 5133.948242
	Iteration 106Q: 3 clusters Score -3544317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3544327.000000 Penalty: 5133.948242
	Iteration 107Q: 3 clusters Score -3544327 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3544334.750000 Penalty: 5133.948242
	Iteration 108Q: 3 clusters Score -3544335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3544340.000000 Penalty: 5133.948242
	Iteration 109Q: 3 clusters Score -3544340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3544365.750000 Penalty: 5133.948242
	Iteration 110Q: 3 clusters Score -3544366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3544368.750000 Penalty: 5133.948242
	Iteration 111Q: 3 clusters Score -3544369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3544387.250000 Penalty: 5133.948242
	Iteration 112Q: 3 clusters Score -3544387 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3544408.750000 Penalty: 5133.948242
	Iteration 113Q: 3 clusters Score -3544409 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3544433.500000 Penalty: 5133.948242
	Iteration 114Q: 3 clusters Score -3544434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3544454.750000 Penalty: 5133.948242
	Iteration 115Q: 3 clusters Score -3544455 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3544468.500000 Penalty: 5133.948242
	Iteration 116Q: 3 clusters Score -3544468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3544496.750000 Penalty: 5133.948242
	Iteration 117Q: 3 clusters Score -3544497 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3544512.750000 Penalty: 5133.948242
	Iteration 118Q: 3 clusters Score -3544513 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3544530.000000 Penalty: 5133.948242
	Iteration 119Q: 3 clusters Score -3544530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3544548.750000 Penalty: 5133.948242
	Iteration 120F: 3 clusters Score -3544549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3544565.500000 Penalty: 5133.948242
	Iteration 121Q: 3 clusters Score -3544566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3544572.750000 Penalty: 5133.948242
	Iteration 122Q: 3 clusters Score -3544573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3544581.000000 Penalty: 5133.948242
	Iteration 123Q: 3 clusters Score -3544581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3544581.000000 Penalty: 5133.948242
	Iteration 124Q: 3 clusters Score -3544581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3544584.250000 Penalty: 5133.948242
	Iteration 125Q: 3 clusters Score -3544584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3544589.500000 Penalty: 5133.948242
	Iteration 126Q: 3 clusters Score -3544590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3544591.500000 Penalty: 5133.948242
	Iteration 127Q: 3 clusters Score -3544592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3544597.250000 Penalty: 5133.948242
	Iteration 128Q: 3 clusters Score -3544597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3544598.250000 Penalty: 5133.948242
	Iteration 129Q: 3 clusters Score -3544598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3544600.000000 Penalty: 5133.948242
	Iteration 130Q: 3 clusters Score -3544600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3544600.000000 Penalty: 5133.948242
	Iteration 131F: 3 clusters Score -3544600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76564 members 
Entering Unmasked Estep 
Score: -9262823.000000 Penalty: 2788.978760
	Iteration 0F: 2 clusters Score -9262823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -9211526.000000 Penalty: 5577.957520
	Iteration 0F: 3 clusters Score -9211526 nChanged 35874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -9231719.000000 Penalty: 5577.957520
	Iteration 1F: 3 clusters Score -9231719 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -9232374.000000 Penalty: 5577.957520
	Iteration 2Q: 3 clusters Score -9232374 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -9232882.000000 Penalty: 5577.957520
	Iteration 3Q: 3 clusters Score -9232882 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -9233460.000000 Penalty: 5577.957520
	Iteration 4Q: 3 clusters Score -9233460 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -9234145.000000 Penalty: 5577.957520
	Iteration 5Q: 3 clusters Score -9234145 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -9235133.000000 Penalty: 5577.957520
	Iteration 6Q: 3 clusters Score -9235133 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -9236451.000000 Penalty: 5577.957520
	Iteration 7Q: 3 clusters Score -9236451 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -9238193.000000 Penalty: 5577.957520
	Iteration 8F: 3 clusters Score -9238193 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 51854 members 
Entering Unmasked Estep 
Score: -9240662.000000 Penalty: 5577.957520
	Iteration 9F: 3 clusters Score -9240662 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 56177 members 
Entering Unmasked Estep 
Score: -9243776.000000 Penalty: 5577.957520
	Iteration 10F: 3 clusters Score -9243776 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 60582 members 
Entering Unmasked Estep 
Score: -9247381.000000 Penalty: 5577.957520
	Iteration 11F: 3 clusters Score -9247381 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 64480 members 
Entering Unmasked Estep 
Score: -9251040.000000 Penalty: 5577.957520
	Iteration 12F: 3 clusters Score -9251040 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 67353 members 
Entering Unmasked Estep 
Score: -9254375.000000 Penalty: 5577.957520
	Iteration 13Q: 3 clusters Score -9254375 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 69095 members 
Entering Unmasked Estep 
Score: -9256577.000000 Penalty: 5577.957520
	Iteration 14Q: 3 clusters Score -9256577 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 70116 members 
Entering Unmasked Estep 
Score: -9257792.000000 Penalty: 5577.957520
	Iteration 15Q: 3 clusters Score -9257792 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 70837 members 
Entering Unmasked Estep 
Score: -9258587.000000 Penalty: 5577.957520
	Iteration 16Q: 3 clusters Score -9258587 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 71356 members 
Entering Unmasked Estep 
Score: -9259133.000000 Penalty: 5577.957520
	Iteration 17Q: 3 clusters Score -9259133 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 71752 members 
Entering Unmasked Estep 
Score: -9259377.000000 Penalty: 5577.957520
	Iteration 18Q: 3 clusters Score -9259377 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 72073 members 
Entering Unmasked Estep 
Score: -9259562.000000 Penalty: 5577.957520
	Iteration 19Q: 3 clusters Score -9259562 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 72335 members 
Entering Unmasked Estep 
Score: -9259694.000000 Penalty: 5577.957520
	Iteration 20F: 3 clusters Score -9259694 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 72545 members 
Entering Unmasked Estep 
Score: -9259802.000000 Penalty: 5577.957520
	Iteration 21Q: 3 clusters Score -9259802 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 72730 members 
Entering Unmasked Estep 
Score: -9259897.000000 Penalty: 5577.957520
	Iteration 22Q: 3 clusters Score -9259897 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -9259939.000000 Penalty: 5577.957520
	Iteration 23Q: 3 clusters Score -9259939 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 72997 members 
Entering Unmasked Estep 
Score: -9259974.000000 Penalty: 5577.957520
	Iteration 24Q: 3 clusters Score -9259974 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 73100 members 
Entering Unmasked Estep 
Score: -9259965.000000 Penalty: 5577.957520
	Iteration 25Q: 3 clusters Score -9259965 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 73198 members 
Entering Unmasked Estep 
Score: -9259980.000000 Penalty: 5577.957520
	Iteration 26Q: 3 clusters Score -9259980 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 73282 members 
Entering Unmasked Estep 
Score: -9260032.000000 Penalty: 5577.957520
	Iteration 27Q: 3 clusters Score -9260032 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 73354 members 
Entering Unmasked Estep 
Score: -9260024.000000 Penalty: 5577.957520
	Iteration 28Q: 3 clusters Score -9260024 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 73412 members 
Entering Unmasked Estep 
Score: -9260053.000000 Penalty: 5577.957520
	Iteration 29Q: 3 clusters Score -9260053 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 73472 members 
Entering Unmasked Estep 
Score: -9260069.000000 Penalty: 5577.957520
	Iteration 30Q: 3 clusters Score -9260069 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 73532 members 
Entering Unmasked Estep 
Score: -9260081.000000 Penalty: 5577.957520
	Iteration 31Q: 3 clusters Score -9260081 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 73588 members 
Entering Unmasked Estep 
Score: -9260102.000000 Penalty: 5577.957520
	Iteration 32Q: 3 clusters Score -9260102 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 73634 members 
Entering Unmasked Estep 
Score: -9260110.000000 Penalty: 5577.957520
	Iteration 33Q: 3 clusters Score -9260110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 73668 members 
Entering Unmasked Estep 
Score: -9260107.000000 Penalty: 5577.957520
	Iteration 34Q: 3 clusters Score -9260107 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 73700 members 
Entering Unmasked Estep 
Score: -9260115.000000 Penalty: 5577.957520
	Iteration 35Q: 3 clusters Score -9260115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 73725 members 
Entering Unmasked Estep 
Score: -9260122.000000 Penalty: 5577.957520
	Iteration 36Q: 3 clusters Score -9260122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 73756 members 
Entering Unmasked Estep 
Score: -9260110.000000 Penalty: 5577.957520
	Iteration 37Q: 3 clusters Score -9260110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -9260103.000000 Penalty: 5577.957520
	Iteration 38Q: 3 clusters Score -9260103 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 73813 members 
Entering Unmasked Estep 
Score: -9260122.000000 Penalty: 5577.957520
	Iteration 39Q: 3 clusters Score -9260122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 73839 members 
Entering Unmasked Estep 
Score: -9260126.000000 Penalty: 5577.957520
	Iteration 40F: 3 clusters Score -9260126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 73858 members 
Entering Unmasked Estep 
Score: -9260128.000000 Penalty: 5577.957520
	Iteration 41Q: 3 clusters Score -9260128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 73875 members 
Entering Unmasked Estep 
Score: -9260126.000000 Penalty: 5577.957520
	Iteration 42Q: 3 clusters Score -9260126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 73899 members 
Entering Unmasked Estep 
Score: -9260139.000000 Penalty: 5577.957520
	Iteration 43Q: 3 clusters Score -9260139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 73918 members 
Entering Unmasked Estep 
Score: -9260153.000000 Penalty: 5577.957520
	Iteration 44Q: 3 clusters Score -9260153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 73934 members 
Entering Unmasked Estep 
Score: -9260144.000000 Penalty: 5577.957520
	Iteration 45Q: 3 clusters Score -9260144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 73956 members 
Entering Unmasked Estep 
Score: -9260145.000000 Penalty: 5577.957520
	Iteration 46Q: 3 clusters Score -9260145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 73972 members 
Entering Unmasked Estep 
Score: -9260145.000000 Penalty: 5577.957520
	Iteration 47Q: 3 clusters Score -9260145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 73990 members 
Entering Unmasked Estep 
Score: -9260139.000000 Penalty: 5577.957520
	Iteration 48Q: 3 clusters Score -9260139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 74007 members 
Entering Unmasked Estep 
Score: -9260156.000000 Penalty: 5577.957520
	Iteration 49Q: 3 clusters Score -9260156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 74014 members 
Entering Unmasked Estep 
Score: -9260158.000000 Penalty: 5577.957520
	Iteration 50Q: 3 clusters Score -9260158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 74024 members 
Entering Unmasked Estep 
Score: -9260149.000000 Penalty: 5577.957520
	Iteration 51Q: 3 clusters Score -9260149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 74033 members 
Entering Unmasked Estep 
Score: -9260157.000000 Penalty: 5577.957520
	Iteration 52Q: 3 clusters Score -9260157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -9260169.000000 Penalty: 5577.957520
	Iteration 53Q: 3 clusters Score -9260169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 74053 members 
Entering Unmasked Estep 
Score: -9260163.000000 Penalty: 5577.957520
	Iteration 54Q: 3 clusters Score -9260163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 74059 members 
Entering Unmasked Estep 
Score: -9260170.000000 Penalty: 5577.957520
	Iteration 55Q: 3 clusters Score -9260170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 74064 members 
Entering Unmasked Estep 
Score: -9260173.000000 Penalty: 5577.957520
	Iteration 56Q: 3 clusters Score -9260173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 74069 members 
Entering Unmasked Estep 
Score: -9260178.000000 Penalty: 5577.957520
	Iteration 57Q: 3 clusters Score -9260178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -9260173.000000 Penalty: 5577.957520
	Iteration 58Q: 3 clusters Score -9260173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 74079 members 
Entering Unmasked Estep 
Score: -9260172.000000 Penalty: 5577.957520
	Iteration 59Q: 3 clusters Score -9260172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 74083 members 
Entering Unmasked Estep 
Score: -9260168.000000 Penalty: 5577.957520
	Iteration 60F: 3 clusters Score -9260168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -9260172.000000 Penalty: 5577.957520
	Iteration 61Q: 3 clusters Score -9260172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 74089 members 
Entering Unmasked Estep 
Score: -9260168.000000 Penalty: 5577.957520
	Iteration 62Q: 3 clusters Score -9260168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 74090 members 
Entering Unmasked Estep 
Score: -9260170.000000 Penalty: 5577.957520
	Iteration 63Q: 3 clusters Score -9260170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 74095 members 
Entering Unmasked Estep 
Score: -9260178.000000 Penalty: 5577.957520
	Iteration 64Q: 3 clusters Score -9260178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 74100 members 
Entering Unmasked Estep 
Score: -9260179.000000 Penalty: 5577.957520
	Iteration 65Q: 3 clusters Score -9260179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 74109 members 
Entering Unmasked Estep 
Score: -9260182.000000 Penalty: 5577.957520
	Iteration 66Q: 3 clusters Score -9260182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 74116 members 
Entering Unmasked Estep 
Score: -9260175.000000 Penalty: 5577.957520
	Iteration 67Q: 3 clusters Score -9260175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 74121 members 
Entering Unmasked Estep 
Score: -9260180.000000 Penalty: 5577.957520
	Iteration 68Q: 3 clusters Score -9260180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 74127 members 
Entering Unmasked Estep 
Score: -9260188.000000 Penalty: 5577.957520
	Iteration 69Q: 3 clusters Score -9260188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 74136 members 
Entering Unmasked Estep 
Score: -9260188.000000 Penalty: 5577.957520
	Iteration 70Q: 3 clusters Score -9260188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 74150 members 
Entering Unmasked Estep 
Score: -9260198.000000 Penalty: 5577.957520
	Iteration 71Q: 3 clusters Score -9260198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 74158 members 
Entering Unmasked Estep 
Score: -9260195.000000 Penalty: 5577.957520
	Iteration 72Q: 3 clusters Score -9260195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 74164 members 
Entering Unmasked Estep 
Score: -9260197.000000 Penalty: 5577.957520
	Iteration 73Q: 3 clusters Score -9260197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 74166 members 
Entering Unmasked Estep 
Score: -9260190.000000 Penalty: 5577.957520
	Iteration 74Q: 3 clusters Score -9260190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 74170 members 
Entering Unmasked Estep 
Score: -9260196.000000 Penalty: 5577.957520
	Iteration 75Q: 3 clusters Score -9260196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 74172 members 
Entering Unmasked Estep 
Score: -9260194.000000 Penalty: 5577.957520
	Iteration 76Q: 3 clusters Score -9260194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 74174 members 
Entering Unmasked Estep 
Score: -9260197.000000 Penalty: 5577.957520
	Iteration 77Q: 3 clusters Score -9260197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 74178 members 
Entering Unmasked Estep 
Score: -9260196.000000 Penalty: 5577.957520
	Iteration 78Q: 3 clusters Score -9260196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 74183 members 
Entering Unmasked Estep 
Score: -9260196.000000 Penalty: 5577.957520
	Iteration 79Q: 3 clusters Score -9260196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 74189 members 
Entering Unmasked Estep 
Score: -9260191.000000 Penalty: 5577.957520
	Iteration 80F: 3 clusters Score -9260191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 74197 members 
Entering Unmasked Estep 
Score: -9260201.000000 Penalty: 5577.957520
	Iteration 81Q: 3 clusters Score -9260201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 74200 members 
Entering Unmasked Estep 
Score: -9260207.000000 Penalty: 5577.957520
	Iteration 82Q: 3 clusters Score -9260207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 74201 members 
Entering Unmasked Estep 
Score: -9260202.000000 Penalty: 5577.957520
	Iteration 83Q: 3 clusters Score -9260202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 74204 members 
Entering Unmasked Estep 
Score: -9260202.000000 Penalty: 5577.957520
	Iteration 84Q: 3 clusters Score -9260202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 74206 members 
Entering Unmasked Estep 
Score: -9260206.000000 Penalty: 5577.957520
	Iteration 85Q: 3 clusters Score -9260206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 74210 members 
Entering Unmasked Estep 
Score: -9260196.000000 Penalty: 5577.957520
	Iteration 86Q: 3 clusters Score -9260196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 74212 members 
Entering Unmasked Estep 
Score: -9260195.000000 Penalty: 5577.957520
	Iteration 87Q: 3 clusters Score -9260195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 74215 members 
Entering Unmasked Estep 
Score: -9260202.000000 Penalty: 5577.957520
	Iteration 88Q: 3 clusters Score -9260202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 74216 members 
Entering Unmasked Estep 
Score: -9260202.000000 Penalty: 5577.957520
	Iteration 89Q: 3 clusters Score -9260202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 74217 members 
Entering Unmasked Estep 
Score: -9260202.000000 Penalty: 5577.957520
	Iteration 90Q: 3 clusters Score -9260202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 74218 members 
Entering Unmasked Estep 
Score: -9260203.000000 Penalty: 5577.957520
	Iteration 91Q: 3 clusters Score -9260203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 74218 members 
Entering Unmasked Estep 
Score: -9260203.000000 Penalty: 5577.957520
	Iteration 92F: 3 clusters Score -9260203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Entering Unmasked Estep 
Score: -2810919.500000 Penalty: 2484.612793
	Iteration 0F: 2 clusters Score -2810920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2795384.000000 Penalty: 4969.225586
	Iteration 0F: 3 clusters Score -2795384 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2800740.750000 Penalty: 4969.225586
	Iteration 1F: 3 clusters Score -2800741 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2801248.250000 Penalty: 4969.225586
	Iteration 2F: 3 clusters Score -2801248 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2801771.000000 Penalty: 4969.225586
	Iteration 3F: 3 clusters Score -2801771 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2802383.750000 Penalty: 4969.225586
	Iteration 4F: 3 clusters Score -2802384 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2803117.000000 Penalty: 4969.225586
	Iteration 5F: 3 clusters Score -2803117 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2804116.500000 Penalty: 4969.225586
	Iteration 6F: 3 clusters Score -2804116 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2805295.750000 Penalty: 4969.225586
	Iteration 7F: 3 clusters Score -2805296 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2806410.250000 Penalty: 4969.225586
	Iteration 8F: 3 clusters Score -2806410 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2807162.000000 Penalty: 4969.225586
	Iteration 9Q: 3 clusters Score -2807162 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2807751.750000 Penalty: 4969.225586
	Iteration 10Q: 3 clusters Score -2807752 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2808146.750000 Penalty: 4969.225586
	Iteration 11Q: 3 clusters Score -2808147 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2808392.250000 Penalty: 4969.225586
	Iteration 12Q: 3 clusters Score -2808392 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2808521.500000 Penalty: 4969.225586
	Iteration 13Q: 3 clusters Score -2808522 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2808623.000000 Penalty: 4969.225586
	Iteration 14Q: 3 clusters Score -2808623 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2808694.000000 Penalty: 4969.225586
	Iteration 15Q: 3 clusters Score -2808694 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2808761.000000 Penalty: 4969.225586
	Iteration 16Q: 3 clusters Score -2808761 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2808835.250000 Penalty: 4969.225586
	Iteration 17Q: 3 clusters Score -2808835 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2808910.750000 Penalty: 4969.225586
	Iteration 18Q: 3 clusters Score -2808911 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2808954.750000 Penalty: 4969.225586
	Iteration 19Q: 3 clusters Score -2808955 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2808981.750000 Penalty: 4969.225586
	Iteration 20F: 3 clusters Score -2808982 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2809005.750000 Penalty: 4969.225586
	Iteration 21Q: 3 clusters Score -2809006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2809016.500000 Penalty: 4969.225586
	Iteration 22Q: 3 clusters Score -2809016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2809030.750000 Penalty: 4969.225586
	Iteration 23Q: 3 clusters Score -2809031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2809044.250000 Penalty: 4969.225586
	Iteration 24Q: 3 clusters Score -2809044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2809061.250000 Penalty: 4969.225586
	Iteration 25Q: 3 clusters Score -2809061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2809072.500000 Penalty: 4969.225586
	Iteration 26Q: 3 clusters Score -2809072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2809077.250000 Penalty: 4969.225586
	Iteration 27Q: 3 clusters Score -2809077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2809083.250000 Penalty: 4969.225586
	Iteration 28Q: 3 clusters Score -2809083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2809092.250000 Penalty: 4969.225586
	Iteration 29Q: 3 clusters Score -2809092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2809095.000000 Penalty: 4969.225586
	Iteration 30Q: 3 clusters Score -2809095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2809098.250000 Penalty: 4969.225586
	Iteration 31Q: 3 clusters Score -2809098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2809107.750000 Penalty: 4969.225586
	Iteration 32Q: 3 clusters Score -2809108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2809106.750000 Penalty: 4969.225586
	Iteration 33Q: 3 clusters Score -2809107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2809106.750000 Penalty: 4969.225586
	Iteration 34Q: 3 clusters Score -2809107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2809106.750000 Penalty: 4969.225586
	Iteration 35Q: 3 clusters Score -2809107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2809106.750000 Penalty: 4969.225586
	Iteration 36Q: 3 clusters Score -2809107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2809106.250000 Penalty: 4969.225586
	Iteration 37Q: 3 clusters Score -2809106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2809105.500000 Penalty: 4969.225586
	Iteration 38Q: 3 clusters Score -2809106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2809108.250000 Penalty: 4969.225586
	Iteration 39Q: 3 clusters Score -2809108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2809110.000000 Penalty: 4969.225586
	Iteration 40F: 3 clusters Score -2809110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2809113.250000 Penalty: 4969.225586
	Iteration 41Q: 3 clusters Score -2809113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2809113.250000 Penalty: 4969.225586
	Iteration 42F: 3 clusters Score -2809113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Entering Unmasked Estep 
Score: -489808.968750 Penalty: 2067.424805
	Iteration 0F: 2 clusters Score -489809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -485871.562500 Penalty: 4134.849609
	Iteration 0F: 3 clusters Score -485871.6 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -486802.656250 Penalty: 4134.849609
	Iteration 1F: 3 clusters Score -486802.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -487020.656250 Penalty: 4134.849609
	Iteration 2F: 3 clusters Score -487020.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -487147.218750 Penalty: 4134.849609
	Iteration 3F: 3 clusters Score -487147.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -487227.781250 Penalty: 4134.849609
	Iteration 4Q: 3 clusters Score -487227.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -487298.500000 Penalty: 4134.849609
	Iteration 5Q: 3 clusters Score -487298.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -487360.312500 Penalty: 4134.849609
	Iteration 6Q: 3 clusters Score -487360.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -487417.718750 Penalty: 4134.849609
	Iteration 7Q: 3 clusters Score -487417.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -487469.375000 Penalty: 4134.849609
	Iteration 8Q: 3 clusters Score -487469.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -487518.718750 Penalty: 4134.849609
	Iteration 9Q: 3 clusters Score -487518.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -487558.687500 Penalty: 4134.849609
	Iteration 10Q: 3 clusters Score -487558.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -487598.875000 Penalty: 4134.849609
	Iteration 11Q: 3 clusters Score -487598.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -487644.718750 Penalty: 4134.849609
	Iteration 12Q: 3 clusters Score -487644.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -487692.406250 Penalty: 4134.849609
	Iteration 13Q: 3 clusters Score -487692.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -487734.031250 Penalty: 4134.849609
	Iteration 14Q: 3 clusters Score -487734 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -487778.281250 Penalty: 4134.849609
	Iteration 15Q: 3 clusters Score -487778.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -487830.093750 Penalty: 4134.849609
	Iteration 16Q: 3 clusters Score -487830.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -487881.656250 Penalty: 4134.849609
	Iteration 17Q: 3 clusters Score -487881.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -487917.968750 Penalty: 4134.849609
	Iteration 18Q: 3 clusters Score -487918 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -487946.781250 Penalty: 4134.849609
	Iteration 19Q: 3 clusters Score -487946.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -487964.781250 Penalty: 4134.849609
	Iteration 20F: 3 clusters Score -487964.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -487981.312500 Penalty: 4134.849609
	Iteration 21Q: 3 clusters Score -487981.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -487997.468750 Penalty: 4134.849609
	Iteration 22Q: 3 clusters Score -487997.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -488016.406250 Penalty: 4134.849609
	Iteration 23Q: 3 clusters Score -488016.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -488034.437500 Penalty: 4134.849609
	Iteration 24Q: 3 clusters Score -488034.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -488058.906250 Penalty: 4134.849609
	Iteration 25Q: 3 clusters Score -488058.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -488081.218750 Penalty: 4134.849609
	Iteration 26Q: 3 clusters Score -488081.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -488098.250000 Penalty: 4134.849609
	Iteration 27Q: 3 clusters Score -488098.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -488110.312500 Penalty: 4134.849609
	Iteration 28Q: 3 clusters Score -488110.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -488120.531250 Penalty: 4134.849609
	Iteration 29Q: 3 clusters Score -488120.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -488127.375000 Penalty: 4134.849609
	Iteration 30Q: 3 clusters Score -488127.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -488134.218750 Penalty: 4134.849609
	Iteration 31Q: 3 clusters Score -488134.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -488139.500000 Penalty: 4134.849609
	Iteration 32Q: 3 clusters Score -488139.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -488148.781250 Penalty: 4134.849609
	Iteration 33Q: 3 clusters Score -488148.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -488160.218750 Penalty: 4134.849609
	Iteration 34Q: 3 clusters Score -488160.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -488167.968750 Penalty: 4134.849609
	Iteration 35Q: 3 clusters Score -488168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -488175.250000 Penalty: 4134.849609
	Iteration 36Q: 3 clusters Score -488175.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -488185.343750 Penalty: 4134.849609
	Iteration 37Q: 3 clusters Score -488185.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -488198.906250 Penalty: 4134.849609
	Iteration 38Q: 3 clusters Score -488198.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -488214.000000 Penalty: 4134.849609
	Iteration 39Q: 3 clusters Score -488214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -488226.312500 Penalty: 4134.849609
	Iteration 40F: 3 clusters Score -488226.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -488241.437500 Penalty: 4134.849609
	Iteration 41Q: 3 clusters Score -488241.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -488270.468750 Penalty: 4134.849609
	Iteration 42Q: 3 clusters Score -488270.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -488294.312500 Penalty: 4134.849609
	Iteration 43Q: 3 clusters Score -488294.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -488312.937500 Penalty: 4134.849609
	Iteration 44Q: 3 clusters Score -488312.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -488321.593750 Penalty: 4134.849609
	Iteration 45Q: 3 clusters Score -488321.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -488332.093750 Penalty: 4134.849609
	Iteration 46Q: 3 clusters Score -488332.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -488338.093750 Penalty: 4134.849609
	Iteration 47Q: 3 clusters Score -488338.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -488340.843750 Penalty: 4134.849609
	Iteration 48Q: 3 clusters Score -488340.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -488345.750000 Penalty: 4134.849609
	Iteration 49Q: 3 clusters Score -488345.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -488347.250000 Penalty: 4134.849609
	Iteration 50Q: 3 clusters Score -488347.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -488349.500000 Penalty: 4134.849609
	Iteration 51Q: 3 clusters Score -488349.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -488352.031250 Penalty: 4134.849609
	Iteration 52Q: 3 clusters Score -488352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -488353.906250 Penalty: 4134.849609
	Iteration 53Q: 3 clusters Score -488353.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -488355.343750 Penalty: 4134.849609
	Iteration 54Q: 3 clusters Score -488355.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -488357.218750 Penalty: 4134.849609
	Iteration 55Q: 3 clusters Score -488357.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -488357.218750 Penalty: 4134.849609
	Iteration 56F: 3 clusters Score -488357.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Entering Unmasked Estep 
Score: -2732416.500000 Penalty: 2481.890381
	Iteration 0F: 2 clusters Score -2732416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2716999.250000 Penalty: 4963.780762
	Iteration 0F: 3 clusters Score -2716999 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2722345.750000 Penalty: 4963.780762
	Iteration 1F: 3 clusters Score -2722346 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2722734.250000 Penalty: 4963.780762
	Iteration 2F: 3 clusters Score -2722734 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2723092.250000 Penalty: 4963.780762
	Iteration 3Q: 3 clusters Score -2723092 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2723371.500000 Penalty: 4963.780762
	Iteration 4Q: 3 clusters Score -2723372 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2723655.500000 Penalty: 4963.780762
	Iteration 5Q: 3 clusters Score -2723656 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2723934.250000 Penalty: 4963.780762
	Iteration 6Q: 3 clusters Score -2723934 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2724246.250000 Penalty: 4963.780762
	Iteration 7Q: 3 clusters Score -2724246 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2724589.500000 Penalty: 4963.780762
	Iteration 8Q: 3 clusters Score -2724590 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -2724949.750000 Penalty: 4963.780762
	Iteration 9Q: 3 clusters Score -2724950 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2725344.750000 Penalty: 4963.780762
	Iteration 10Q: 3 clusters Score -2725345 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2725802.000000 Penalty: 4963.780762
	Iteration 11Q: 3 clusters Score -2725802 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2726287.250000 Penalty: 4963.780762
	Iteration 12Q: 3 clusters Score -2726287 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2726719.250000 Penalty: 4963.780762
	Iteration 13Q: 3 clusters Score -2726719 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2727079.750000 Penalty: 4963.780762
	Iteration 14Q: 3 clusters Score -2727080 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2727393.500000 Penalty: 4963.780762
	Iteration 15Q: 3 clusters Score -2727394 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2727686.500000 Penalty: 4963.780762
	Iteration 16Q: 3 clusters Score -2727686 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2727930.500000 Penalty: 4963.780762
	Iteration 17Q: 3 clusters Score -2727930 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2728123.500000 Penalty: 4963.780762
	Iteration 18Q: 3 clusters Score -2728124 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2728272.250000 Penalty: 4963.780762
	Iteration 19Q: 3 clusters Score -2728272 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2728407.000000 Penalty: 4963.780762
	Iteration 20F: 3 clusters Score -2728407 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2728521.250000 Penalty: 4963.780762
	Iteration 21Q: 3 clusters Score -2728521 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2728644.500000 Penalty: 4963.780762
	Iteration 22Q: 3 clusters Score -2728644 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2728761.000000 Penalty: 4963.780762
	Iteration 23Q: 3 clusters Score -2728761 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2728899.500000 Penalty: 4963.780762
	Iteration 24Q: 3 clusters Score -2728900 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2729027.750000 Penalty: 4963.780762
	Iteration 25Q: 3 clusters Score -2729028 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2729135.250000 Penalty: 4963.780762
	Iteration 26Q: 3 clusters Score -2729135 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2729239.750000 Penalty: 4963.780762
	Iteration 27Q: 3 clusters Score -2729240 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2729352.750000 Penalty: 4963.780762
	Iteration 28Q: 3 clusters Score -2729353 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2729448.750000 Penalty: 4963.780762
	Iteration 29Q: 3 clusters Score -2729449 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2729548.250000 Penalty: 4963.780762
	Iteration 30Q: 3 clusters Score -2729548 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -2729644.750000 Penalty: 4963.780762
	Iteration 31Q: 3 clusters Score -2729645 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2729711.750000 Penalty: 4963.780762
	Iteration 32Q: 3 clusters Score -2729712 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2729793.500000 Penalty: 4963.780762
	Iteration 33Q: 3 clusters Score -2729794 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -2729835.250000 Penalty: 4963.780762
	Iteration 34Q: 3 clusters Score -2729835 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2729900.250000 Penalty: 4963.780762
	Iteration 35Q: 3 clusters Score -2729900 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2729950.500000 Penalty: 4963.780762
	Iteration 36Q: 3 clusters Score -2729950 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2729992.250000 Penalty: 4963.780762
	Iteration 37Q: 3 clusters Score -2729992 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2730011.750000 Penalty: 4963.780762
	Iteration 38Q: 3 clusters Score -2730012 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2730044.750000 Penalty: 4963.780762
	Iteration 39Q: 3 clusters Score -2730045 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2730079.500000 Penalty: 4963.780762
	Iteration 40F: 3 clusters Score -2730080 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2730104.750000 Penalty: 4963.780762
	Iteration 41Q: 3 clusters Score -2730105 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2730133.000000 Penalty: 4963.780762
	Iteration 42Q: 3 clusters Score -2730133 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2730157.000000 Penalty: 4963.780762
	Iteration 43Q: 3 clusters Score -2730157 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -2730172.500000 Penalty: 4963.780762
	Iteration 44Q: 3 clusters Score -2730172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2730186.000000 Penalty: 4963.780762
	Iteration 45Q: 3 clusters Score -2730186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2730186.750000 Penalty: 4963.780762
	Iteration 46Q: 3 clusters Score -2730187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2730193.000000 Penalty: 4963.780762
	Iteration 47Q: 3 clusters Score -2730193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2730195.750000 Penalty: 4963.780762
	Iteration 48Q: 3 clusters Score -2730196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2730201.000000 Penalty: 4963.780762
	Iteration 49Q: 3 clusters Score -2730201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2730204.250000 Penalty: 4963.780762
	Iteration 50Q: 3 clusters Score -2730204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2730211.250000 Penalty: 4963.780762
	Iteration 51Q: 3 clusters Score -2730211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2730219.500000 Penalty: 4963.780762
	Iteration 52Q: 3 clusters Score -2730220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -2730227.250000 Penalty: 4963.780762
	Iteration 53Q: 3 clusters Score -2730227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -2730224.750000 Penalty: 4963.780762
	Iteration 54Q: 3 clusters Score -2730225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -2730229.750000 Penalty: 4963.780762
	Iteration 55Q: 3 clusters Score -2730230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -2730237.250000 Penalty: 4963.780762
	Iteration 56Q: 3 clusters Score -2730237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2730245.500000 Penalty: 4963.780762
	Iteration 57Q: 3 clusters Score -2730246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -2730250.250000 Penalty: 4963.780762
	Iteration 58Q: 3 clusters Score -2730250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2730255.000000 Penalty: 4963.780762
	Iteration 59Q: 3 clusters Score -2730255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -2730261.750000 Penalty: 4963.780762
	Iteration 60F: 3 clusters Score -2730262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2730268.250000 Penalty: 4963.780762
	Iteration 61Q: 3 clusters Score -2730268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2730274.000000 Penalty: 4963.780762
	Iteration 62Q: 3 clusters Score -2730274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2730286.250000 Penalty: 4963.780762
	Iteration 63Q: 3 clusters Score -2730286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -2730288.250000 Penalty: 4963.780762
	Iteration 64Q: 3 clusters Score -2730288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2730288.250000 Penalty: 4963.780762
	Iteration 65Q: 3 clusters Score -2730288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2730289.250000 Penalty: 4963.780762
	Iteration 66Q: 3 clusters Score -2730289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2730292.250000 Penalty: 4963.780762
	Iteration 67Q: 3 clusters Score -2730292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -2730292.250000 Penalty: 4963.780762
	Iteration 68Q: 3 clusters Score -2730292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -2730292.250000 Penalty: 4963.780762
	Iteration 69Q: 3 clusters Score -2730292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2730292.500000 Penalty: 4963.780762
	Iteration 70Q: 3 clusters Score -2730292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -2730297.250000 Penalty: 4963.780762
	Iteration 71Q: 3 clusters Score -2730297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -2730296.500000 Penalty: 4963.780762
	Iteration 72Q: 3 clusters Score -2730296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -2730301.250000 Penalty: 4963.780762
	Iteration 73Q: 3 clusters Score -2730301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -2730299.250000 Penalty: 4963.780762
	Iteration 74Q: 3 clusters Score -2730299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -2730302.500000 Penalty: 4963.780762
	Iteration 75Q: 3 clusters Score -2730302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2730304.000000 Penalty: 4963.780762
	Iteration 76Q: 3 clusters Score -2730304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2730304.000000 Penalty: 4963.780762
	Iteration 77F: 3 clusters Score -2730304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Entering Unmasked Estep 
Score: -3025873.750000 Penalty: 2512.443848
	Iteration 0F: 2 clusters Score -3025874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -3008488.500000 Penalty: 5024.887695
	Iteration 0F: 3 clusters Score -3008488 nChanged 11212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3014803.750000 Penalty: 5024.887695
	Iteration 1F: 3 clusters Score -3014804 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -3015320.000000 Penalty: 5024.887695
	Iteration 2F: 3 clusters Score -3015320 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3015742.000000 Penalty: 5024.887695
	Iteration 3Q: 3 clusters Score -3015742 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -3016129.000000 Penalty: 5024.887695
	Iteration 4Q: 3 clusters Score -3016129 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -3016589.750000 Penalty: 5024.887695
	Iteration 5Q: 3 clusters Score -3016590 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3017151.000000 Penalty: 5024.887695
	Iteration 6Q: 3 clusters Score -3017151 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -3017922.500000 Penalty: 5024.887695
	Iteration 7F: 3 clusters Score -3017922 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -3018914.750000 Penalty: 5024.887695
	Iteration 8F: 3 clusters Score -3018915 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -3020126.250000 Penalty: 5024.887695
	Iteration 9F: 3 clusters Score -3020126 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -3021339.750000 Penalty: 5024.887695
	Iteration 10F: 3 clusters Score -3021340 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -3022419.750000 Penalty: 5024.887695
	Iteration 11Q: 3 clusters Score -3022420 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -3023177.500000 Penalty: 5024.887695
	Iteration 12Q: 3 clusters Score -3023178 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -3023671.750000 Penalty: 5024.887695
	Iteration 13Q: 3 clusters Score -3023672 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -3023938.000000 Penalty: 5024.887695
	Iteration 14Q: 3 clusters Score -3023938 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -3024089.000000 Penalty: 5024.887695
	Iteration 15Q: 3 clusters Score -3024089 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3024180.750000 Penalty: 5024.887695
	Iteration 16Q: 3 clusters Score -3024181 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -3024242.250000 Penalty: 5024.887695
	Iteration 17Q: 3 clusters Score -3024242 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -3024275.000000 Penalty: 5024.887695
	Iteration 18Q: 3 clusters Score -3024275 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -3024301.000000 Penalty: 5024.887695
	Iteration 19Q: 3 clusters Score -3024301 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3024323.250000 Penalty: 5024.887695
	Iteration 20F: 3 clusters Score -3024323 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -3024340.500000 Penalty: 5024.887695
	Iteration 21Q: 3 clusters Score -3024340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -3024345.500000 Penalty: 5024.887695
	Iteration 22Q: 3 clusters Score -3024346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -3024358.250000 Penalty: 5024.887695
	Iteration 23Q: 3 clusters Score -3024358 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -3024375.500000 Penalty: 5024.887695
	Iteration 24Q: 3 clusters Score -3024376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -3024382.250000 Penalty: 5024.887695
	Iteration 25Q: 3 clusters Score -3024382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -3024390.000000 Penalty: 5024.887695
	Iteration 26Q: 3 clusters Score -3024390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -3024401.000000 Penalty: 5024.887695
	Iteration 27Q: 3 clusters Score -3024401 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -3024410.250000 Penalty: 5024.887695
	Iteration 28Q: 3 clusters Score -3024410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -3024418.000000 Penalty: 5024.887695
	Iteration 29Q: 3 clusters Score -3024418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -3024424.750000 Penalty: 5024.887695
	Iteration 30Q: 3 clusters Score -3024425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -3024440.250000 Penalty: 5024.887695
	Iteration 31Q: 3 clusters Score -3024440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -3024448.250000 Penalty: 5024.887695
	Iteration 32Q: 3 clusters Score -3024448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -3024459.000000 Penalty: 5024.887695
	Iteration 33Q: 3 clusters Score -3024459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -3024466.250000 Penalty: 5024.887695
	Iteration 34Q: 3 clusters Score -3024466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -3024462.750000 Penalty: 5024.887695
	Iteration 35Q: 3 clusters Score -3024463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -3024466.250000 Penalty: 5024.887695
	Iteration 36Q: 3 clusters Score -3024466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3024468.500000 Penalty: 5024.887695
	Iteration 37Q: 3 clusters Score -3024468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -3024470.750000 Penalty: 5024.887695
	Iteration 38Q: 3 clusters Score -3024471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -3024468.250000 Penalty: 5024.887695
	Iteration 39Q: 3 clusters Score -3024468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -3024479.250000 Penalty: 5024.887695
	Iteration 40F: 3 clusters Score -3024479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -3024484.500000 Penalty: 5024.887695
	Iteration 41Q: 3 clusters Score -3024484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -3024489.750000 Penalty: 5024.887695
	Iteration 42Q: 3 clusters Score -3024490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -3024489.500000 Penalty: 5024.887695
	Iteration 43Q: 3 clusters Score -3024490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -3024495.500000 Penalty: 5024.887695
	Iteration 44Q: 3 clusters Score -3024496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -3024505.000000 Penalty: 5024.887695
	Iteration 45Q: 3 clusters Score -3024505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -3024510.750000 Penalty: 5024.887695
	Iteration 46Q: 3 clusters Score -3024511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -3024515.000000 Penalty: 5024.887695
	Iteration 47Q: 3 clusters Score -3024515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -3024524.250000 Penalty: 5024.887695
	Iteration 48Q: 3 clusters Score -3024524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3024523.500000 Penalty: 5024.887695
	Iteration 49Q: 3 clusters Score -3024524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3024529.250000 Penalty: 5024.887695
	Iteration 50Q: 3 clusters Score -3024529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -3024533.000000 Penalty: 5024.887695
	Iteration 51Q: 3 clusters Score -3024533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -3024539.250000 Penalty: 5024.887695
	Iteration 52Q: 3 clusters Score -3024539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -3024544.250000 Penalty: 5024.887695
	Iteration 53Q: 3 clusters Score -3024544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3024546.500000 Penalty: 5024.887695
	Iteration 54Q: 3 clusters Score -3024546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -3024549.500000 Penalty: 5024.887695
	Iteration 55Q: 3 clusters Score -3024550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -3024544.500000 Penalty: 5024.887695
	Iteration 56Q: 3 clusters Score -3024544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3024555.250000 Penalty: 5024.887695
	Iteration 57Q: 3 clusters Score -3024555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -3024552.000000 Penalty: 5024.887695
	Iteration 58Q: 3 clusters Score -3024552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -3024556.000000 Penalty: 5024.887695
	Iteration 59Q: 3 clusters Score -3024556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3024558.500000 Penalty: 5024.887695
	Iteration 60F: 3 clusters Score -3024558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -3024569.000000 Penalty: 5024.887695
	Iteration 61Q: 3 clusters Score -3024569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -3024577.500000 Penalty: 5024.887695
	Iteration 62Q: 3 clusters Score -3024578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3024580.000000 Penalty: 5024.887695
	Iteration 63Q: 3 clusters Score -3024580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -3024586.500000 Penalty: 5024.887695
	Iteration 64Q: 3 clusters Score -3024586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -3024589.000000 Penalty: 5024.887695
	Iteration 65Q: 3 clusters Score -3024589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3024583.000000 Penalty: 5024.887695
	Iteration 66Q: 3 clusters Score -3024583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -3024589.750000 Penalty: 5024.887695
	Iteration 67Q: 3 clusters Score -3024590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -3024590.750000 Penalty: 5024.887695
	Iteration 68Q: 3 clusters Score -3024591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -3024592.250000 Penalty: 5024.887695
	Iteration 69Q: 3 clusters Score -3024592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -3024596.000000 Penalty: 5024.887695
	Iteration 70Q: 3 clusters Score -3024596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -3024597.500000 Penalty: 5024.887695
	Iteration 71Q: 3 clusters Score -3024598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3024603.250000 Penalty: 5024.887695
	Iteration 72Q: 3 clusters Score -3024603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -3024610.000000 Penalty: 5024.887695
	Iteration 73Q: 3 clusters Score -3024610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -3024607.250000 Penalty: 5024.887695
	Iteration 74Q: 3 clusters Score -3024607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -3024612.500000 Penalty: 5024.887695
	Iteration 75Q: 3 clusters Score -3024612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -3024613.250000 Penalty: 5024.887695
	Iteration 76Q: 3 clusters Score -3024613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3024613.000000 Penalty: 5024.887695
	Iteration 77Q: 3 clusters Score -3024613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3024615.250000 Penalty: 5024.887695
	Iteration 78Q: 3 clusters Score -3024615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -3024617.500000 Penalty: 5024.887695
	Iteration 79Q: 3 clusters Score -3024618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -3024617.500000 Penalty: 5024.887695
	Iteration 80F: 3 clusters Score -3024618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (116870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116870 members 
Entering Unmasked Estep 
Score: -14667433.000000 Penalty: 2893.866699
	Iteration 0F: 2 clusters Score -1.466743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58319 members 
Mstep: Class 2 contains 58551 members 
Entering Unmasked Estep 
Score: -14589188.000000 Penalty: 5787.733398
	Iteration 0F: 3 clusters Score -1.458919e+07 nChanged 55533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Mstep: Class 2 contains 60834 members 
Entering Unmasked Estep 
Score: -14621415.000000 Penalty: 5787.733398
	Iteration 1F: 3 clusters Score -1.462142e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54663 members 
Mstep: Class 2 contains 62207 members 
Entering Unmasked Estep 
Score: -14622538.000000 Penalty: 5787.733398
	Iteration 2Q: 3 clusters Score -1.462254e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52503 members 
Mstep: Class 2 contains 64367 members 
Entering Unmasked Estep 
Score: -14624063.000000 Penalty: 5787.733398
	Iteration 3Q: 3 clusters Score -1.462406e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 67694 members 
Entering Unmasked Estep 
Score: -14626262.000000 Penalty: 5787.733398
	Iteration 4Q: 3 clusters Score -1.462626e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 72549 members 
Entering Unmasked Estep 
Score: -14630049.000000 Penalty: 5787.733398
	Iteration 5F: 3 clusters Score -1.463005e+07 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 79001 members 
Entering Unmasked Estep 
Score: -14635946.000000 Penalty: 5787.733398
	Iteration 6F: 3 clusters Score -1.463595e+07 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 86525 members 
Entering Unmasked Estep 
Score: -14643871.000000 Penalty: 5787.733398
	Iteration 7F: 3 clusters Score -1.464387e+07 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 93562 members 
Entering Unmasked Estep 
Score: -14651969.000000 Penalty: 5787.733398
	Iteration 8F: 3 clusters Score -1.465197e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 98788 members 
Entering Unmasked Estep 
Score: -14657738.000000 Penalty: 5787.733398
	Iteration 9F: 3 clusters Score -1.465774e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 102075 members 
Entering Unmasked Estep 
Score: -14660770.000000 Penalty: 5787.733398
	Iteration 10Q: 3 clusters Score -1.466077e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 104335 members 
Entering Unmasked Estep 
Score: -14662396.000000 Penalty: 5787.733398
	Iteration 11Q: 3 clusters Score -1.46624e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 106141 members 
Entering Unmasked Estep 
Score: -14663499.000000 Penalty: 5787.733398
	Iteration 12Q: 3 clusters Score -1.46635e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 107618 members 
Entering Unmasked Estep 
Score: -14664260.000000 Penalty: 5787.733398
	Iteration 13Q: 3 clusters Score -1.466426e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 108810 members 
Entering Unmasked Estep 
Score: -14664787.000000 Penalty: 5787.733398
	Iteration 14Q: 3 clusters Score -1.466479e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 109767 members 
Entering Unmasked Estep 
Score: -14665260.000000 Penalty: 5787.733398
	Iteration 15Q: 3 clusters Score -1.466526e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 110505 members 
Entering Unmasked Estep 
Score: -14665598.000000 Penalty: 5787.733398
	Iteration 16Q: 3 clusters Score -1.46656e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 111122 members 
Entering Unmasked Estep 
Score: -14665776.000000 Penalty: 5787.733398
	Iteration 17Q: 3 clusters Score -1.466578e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 111598 members 
Entering Unmasked Estep 
Score: -14665976.000000 Penalty: 5787.733398
	Iteration 18Q: 3 clusters Score -1.466598e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 111980 members 
Entering Unmasked Estep 
Score: -14666007.000000 Penalty: 5787.733398
	Iteration 19Q: 3 clusters Score -1.466601e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 112284 members 
Entering Unmasked Estep 
Score: -14666116.000000 Penalty: 5787.733398
	Iteration 20F: 3 clusters Score -1.466612e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 112555 members 
Entering Unmasked Estep 
Score: -14666186.000000 Penalty: 5787.733398
	Iteration 21Q: 3 clusters Score -1.466619e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 112787 members 
Entering Unmasked Estep 
Score: -14666281.000000 Penalty: 5787.733398
	Iteration 22Q: 3 clusters Score -1.466628e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 112974 members 
Entering Unmasked Estep 
Score: -14666292.000000 Penalty: 5787.733398
	Iteration 23Q: 3 clusters Score -1.466629e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 113112 members 
Entering Unmasked Estep 
Score: -14666358.000000 Penalty: 5787.733398
	Iteration 24Q: 3 clusters Score -1.466636e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 113228 members 
Entering Unmasked Estep 
Score: -14666370.000000 Penalty: 5787.733398
	Iteration 25Q: 3 clusters Score -1.466637e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 113319 members 
Entering Unmasked Estep 
Score: -14666409.000000 Penalty: 5787.733398
	Iteration 26Q: 3 clusters Score -1.466641e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 113398 members 
Entering Unmasked Estep 
Score: -14666427.000000 Penalty: 5787.733398
	Iteration 27Q: 3 clusters Score -1.466643e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 113475 members 
Entering Unmasked Estep 
Score: -14666423.000000 Penalty: 5787.733398
	Iteration 28Q: 3 clusters Score -1.466642e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 113536 members 
Entering Unmasked Estep 
Score: -14666438.000000 Penalty: 5787.733398
	Iteration 29Q: 3 clusters Score -1.466644e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 113587 members 
Entering Unmasked Estep 
Score: -14666432.000000 Penalty: 5787.733398
	Iteration 30Q: 3 clusters Score -1.466643e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 113636 members 
Entering Unmasked Estep 
Score: -14666466.000000 Penalty: 5787.733398
	Iteration 31Q: 3 clusters Score -1.466647e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 113679 members 
Entering Unmasked Estep 
Score: -14666450.000000 Penalty: 5787.733398
	Iteration 32Q: 3 clusters Score -1.466645e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 113713 members 
Entering Unmasked Estep 
Score: -14666436.000000 Penalty: 5787.733398
	Iteration 33Q: 3 clusters Score -1.466644e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 113744 members 
Entering Unmasked Estep 
Score: -14666486.000000 Penalty: 5787.733398
	Iteration 34Q: 3 clusters Score -1.466649e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 113773 members 
Entering Unmasked Estep 
Score: -14666484.000000 Penalty: 5787.733398
	Iteration 35Q: 3 clusters Score -1.466648e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 113801 members 
Entering Unmasked Estep 
Score: -14666499.000000 Penalty: 5787.733398
	Iteration 36Q: 3 clusters Score -1.46665e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 113820 members 
Entering Unmasked Estep 
Score: -14666474.000000 Penalty: 5787.733398
	Iteration 37Q: 3 clusters Score -1.466647e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 113838 members 
Entering Unmasked Estep 
Score: -14666465.000000 Penalty: 5787.733398
	Iteration 38Q: 3 clusters Score -1.466646e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 113854 members 
Entering Unmasked Estep 
Score: -14666476.000000 Penalty: 5787.733398
	Iteration 39Q: 3 clusters Score -1.466648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 113868 members 
Entering Unmasked Estep 
Score: -14666488.000000 Penalty: 5787.733398
	Iteration 40F: 3 clusters Score -1.466649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 113880 members 
Entering Unmasked Estep 
Score: -14666473.000000 Penalty: 5787.733398
	Iteration 41Q: 3 clusters Score -1.466647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 113888 members 
Entering Unmasked Estep 
Score: -14666477.000000 Penalty: 5787.733398
	Iteration 42Q: 3 clusters Score -1.466648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 113895 members 
Entering Unmasked Estep 
Score: -14666497.000000 Penalty: 5787.733398
	Iteration 43Q: 3 clusters Score -1.46665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 113899 members 
Entering Unmasked Estep 
Score: -14666486.000000 Penalty: 5787.733398
	Iteration 44Q: 3 clusters Score -1.466649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 113903 members 
Entering Unmasked Estep 
Score: -14666485.000000 Penalty: 5787.733398
	Iteration 45Q: 3 clusters Score -1.466648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 113907 members 
Entering Unmasked Estep 
Score: -14666483.000000 Penalty: 5787.733398
	Iteration 46Q: 3 clusters Score -1.466648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 113915 members 
Entering Unmasked Estep 
Score: -14666491.000000 Penalty: 5787.733398
	Iteration 47Q: 3 clusters Score -1.466649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 113918 members 
Entering Unmasked Estep 
Score: -14666502.000000 Penalty: 5787.733398
	Iteration 48Q: 3 clusters Score -1.46665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 113924 members 
Entering Unmasked Estep 
Score: -14666499.000000 Penalty: 5787.733398
	Iteration 49Q: 3 clusters Score -1.46665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 113929 members 
Entering Unmasked Estep 
Score: -14666501.000000 Penalty: 5787.733398
	Iteration 50Q: 3 clusters Score -1.46665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 113931 members 
Entering Unmasked Estep 
Score: -14666506.000000 Penalty: 5787.733398
	Iteration 51Q: 3 clusters Score -1.466651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 113931 members 
Entering Unmasked Estep 
Score: -14666506.000000 Penalty: 5787.733398
	Iteration 52F: 3 clusters Score -1.466651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -110950.296875 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -110950.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -108977.140625 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -108977.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -109406.718750 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -109406.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -109687.445312 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -109687.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -109888.125000 Penalty: 3516.678223
	Iteration 3F: 3 clusters Score -109888.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -110083.132812 Penalty: 3516.678223
	Iteration 4F: 3 clusters Score -110083.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -110211.000000 Penalty: 3516.678223
	Iteration 5Q: 3 clusters Score -110211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -110303.382812 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -110303.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -110364.718750 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -110364.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -110414.125000 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -110414.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -110438.531250 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -110438.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -110457.953125 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -110458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -110473.726562 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -110473.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -110489.617188 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -110489.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -110499.929688 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -110499.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -110504.742188 Penalty: 3516.678223
	Iteration 14Q: 3 clusters Score -110504.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -110505.664062 Penalty: 3516.678223
	Iteration 15Q: 3 clusters Score -110505.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -110505.664062 Penalty: 3516.678223
	Iteration 16F: 3 clusters Score -110505.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Entering Unmasked Estep 
Score: -1669317.875000 Penalty: 2357.356445
	Iteration 0F: 2 clusters Score -1669318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1659542.625000 Penalty: 4714.712891
	Iteration 0F: 3 clusters Score -1659543 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1662506.750000 Penalty: 4714.712891
	Iteration 1F: 3 clusters Score -1662507 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1662889.125000 Penalty: 4714.712891
	Iteration 2F: 3 clusters Score -1662889 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1663266.750000 Penalty: 4714.712891
	Iteration 3F: 3 clusters Score -1663267 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1663696.500000 Penalty: 4714.712891
	Iteration 4F: 3 clusters Score -1663696 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1664158.625000 Penalty: 4714.712891
	Iteration 5F: 3 clusters Score -1664159 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1664658.375000 Penalty: 4714.712891
	Iteration 6F: 3 clusters Score -1664658 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1665135.625000 Penalty: 4714.712891
	Iteration 7F: 3 clusters Score -1665136 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1665644.875000 Penalty: 4714.712891
	Iteration 8Q: 3 clusters Score -1665645 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1666177.000000 Penalty: 4714.712891
	Iteration 9Q: 3 clusters Score -1666177 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1666668.625000 Penalty: 4714.712891
	Iteration 10Q: 3 clusters Score -1666669 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1667039.375000 Penalty: 4714.712891
	Iteration 11Q: 3 clusters Score -1667039 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1667311.375000 Penalty: 4714.712891
	Iteration 12Q: 3 clusters Score -1667311 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1667462.750000 Penalty: 4714.712891
	Iteration 13Q: 3 clusters Score -1667463 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1667568.500000 Penalty: 4714.712891
	Iteration 14Q: 3 clusters Score -1667568 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1667625.625000 Penalty: 4714.712891
	Iteration 15Q: 3 clusters Score -1667626 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1667649.125000 Penalty: 4714.712891
	Iteration 16Q: 3 clusters Score -1667649 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1667659.750000 Penalty: 4714.712891
	Iteration 17Q: 3 clusters Score -1667660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1667673.000000 Penalty: 4714.712891
	Iteration 18Q: 3 clusters Score -1667673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1667673.875000 Penalty: 4714.712891
	Iteration 19Q: 3 clusters Score -1667674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1667681.750000 Penalty: 4714.712891
	Iteration 20F: 3 clusters Score -1667682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1667692.875000 Penalty: 4714.712891
	Iteration 21Q: 3 clusters Score -1667693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1667700.875000 Penalty: 4714.712891
	Iteration 22Q: 3 clusters Score -1667701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1667712.625000 Penalty: 4714.712891
	Iteration 23Q: 3 clusters Score -1667713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1667718.625000 Penalty: 4714.712891
	Iteration 24Q: 3 clusters Score -1667719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1667724.625000 Penalty: 4714.712891
	Iteration 25Q: 3 clusters Score -1667725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1667731.125000 Penalty: 4714.712891
	Iteration 26Q: 3 clusters Score -1667731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1667735.000000 Penalty: 4714.712891
	Iteration 27Q: 3 clusters Score -1667735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1667736.625000 Penalty: 4714.712891
	Iteration 28Q: 3 clusters Score -1667737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1667741.000000 Penalty: 4714.712891
	Iteration 29Q: 3 clusters Score -1667741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1667746.000000 Penalty: 4714.712891
	Iteration 30Q: 3 clusters Score -1667746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1667746.125000 Penalty: 4714.712891
	Iteration 31Q: 3 clusters Score -1667746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1667750.500000 Penalty: 4714.712891
	Iteration 32Q: 3 clusters Score -1667750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1667748.750000 Penalty: 4714.712891
	Iteration 33Q: 3 clusters Score -1667749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1667750.375000 Penalty: 4714.712891
	Iteration 34Q: 3 clusters Score -1667750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1667748.625000 Penalty: 4714.712891
	Iteration 35Q: 3 clusters Score -1667749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1667753.250000 Penalty: 4714.712891
	Iteration 36Q: 3 clusters Score -1667753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1667753.750000 Penalty: 4714.712891
	Iteration 37Q: 3 clusters Score -1667754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1667751.875000 Penalty: 4714.712891
	Iteration 38Q: 3 clusters Score -1667752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1667753.500000 Penalty: 4714.712891
	Iteration 39Q: 3 clusters Score -1667754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1667756.125000 Penalty: 4714.712891
	Iteration 40F: 3 clusters Score -1667756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1667757.500000 Penalty: 4714.712891
	Iteration 41Q: 3 clusters Score -1667758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1667757.500000 Penalty: 4714.712891
	Iteration 42F: 3 clusters Score -1667758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Entering Unmasked Estep 
Score: -194283.640625 Penalty: 1846.028564
	Iteration 0F: 2 clusters Score -194283.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -191816.343750 Penalty: 3692.057129
	Iteration 0F: 3 clusters Score -191816.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -192262.703125 Penalty: 3692.057129
	Iteration 1F: 3 clusters Score -192262.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -192390.875000 Penalty: 3692.057129
	Iteration 2F: 3 clusters Score -192390.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -192485.531250 Penalty: 3692.057129
	Iteration 3Q: 3 clusters Score -192485.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -192573.359375 Penalty: 3692.057129
	Iteration 4Q: 3 clusters Score -192573.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -192685.875000 Penalty: 3692.057129
	Iteration 5Q: 3 clusters Score -192685.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -192821.703125 Penalty: 3692.057129
	Iteration 6Q: 3 clusters Score -192821.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -193002.500000 Penalty: 3692.057129
	Iteration 7Q: 3 clusters Score -193002.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -193283.765625 Penalty: 3692.057129
	Iteration 8F: 3 clusters Score -193283.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -193606.765625 Penalty: 3692.057129
	Iteration 9F: 3 clusters Score -193606.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -193893.578125 Penalty: 3692.057129
	Iteration 10F: 3 clusters Score -193893.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -194272.140625 Penalty: 3692.057129
	Iteration 11Q: 3 clusters Score -194272.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -195068.890625 Penalty: 3692.057129
	Iteration 12Q: 3 clusters Score -195068.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -195387.109375 Penalty: 3692.057129
	Iteration 13Q: 3 clusters Score -195387.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -195473.000000 Penalty: 3692.057129
	Iteration 14Q: 3 clusters Score -195473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -195510.593750 Penalty: 3692.057129
	Iteration 15Q: 3 clusters Score -195510.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -195518.109375 Penalty: 3692.057129
	Iteration 16Q: 3 clusters Score -195518.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -195518.109375 Penalty: 3692.057129
	Iteration 17F: 3 clusters Score -195518.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 313457 members 
Mstep: Class 2 contains 59898 members 
Mstep: Class 3 contains 18719 members 
Mstep: Class 4 contains 277443 members 
Mstep: Class 5 contains 8538 members 
Mstep: Class 6 contains 23082 members 
Mstep: Class 7 contains 8324 members 
Mstep: Class 8 contains 114621 members 
Mstep: Class 9 contains 31279 members 
Mstep: Class 10 contains 76564 members 
Mstep: Class 11 contains 22440 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 22195 members 
Mstep: Class 14 contains 25105 members 
Mstep: Class 15 contains 116870 members 
Mstep: Class 16 contains 1200 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 4012 members 
Mstep: Class 20 contains 16577 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3898 members 
Mstep: Class 23 contains 7199 members 
Mstep: Class 24 contains 8833 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 93105 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 875 members 
Entering Unmasked Estep 
Score: -154606336.000000 Penalty: 97617.203125
Splitting cluster 18 changes total score from -154606560.000000 to -154606336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (4012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Entering Unmasked Estep 
Score: -458161.375000 Penalty: 2057.666992
	Iteration 0F: 2 clusters Score -458161.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -454267.656250 Penalty: 4115.333984
	Iteration 0F: 3 clusters Score -454267.7 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -455171.343750 Penalty: 4115.333984
	Iteration 1F: 3 clusters Score -455171.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -455387.406250 Penalty: 4115.333984
	Iteration 2F: 3 clusters Score -455387.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -455518.125000 Penalty: 4115.333984
	Iteration 3F: 3 clusters Score -455518.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -455622.031250 Penalty: 4115.333984
	Iteration 4Q: 3 clusters Score -455622 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -455768.500000 Penalty: 4115.333984
	Iteration 5Q: 3 clusters Score -455768.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -455898.875000 Penalty: 4115.333984
	Iteration 6Q: 3 clusters Score -455898.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -456028.875000 Penalty: 4115.333984
	Iteration 7Q: 3 clusters Score -456028.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -456130.187500 Penalty: 4115.333984
	Iteration 8Q: 3 clusters Score -456130.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -456215.375000 Penalty: 4115.333984
	Iteration 9Q: 3 clusters Score -456215.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -456293.968750 Penalty: 4115.333984
	Iteration 10Q: 3 clusters Score -456294 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -456353.625000 Penalty: 4115.333984
	Iteration 11Q: 3 clusters Score -456353.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -456398.937500 Penalty: 4115.333984
	Iteration 12Q: 3 clusters Score -456398.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -456432.593750 Penalty: 4115.333984
	Iteration 13Q: 3 clusters Score -456432.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -456463.343750 Penalty: 4115.333984
	Iteration 14Q: 3 clusters Score -456463.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -456492.343750 Penalty: 4115.333984
	Iteration 15Q: 3 clusters Score -456492.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -456511.000000 Penalty: 4115.333984
	Iteration 16Q: 3 clusters Score -456511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -456529.218750 Penalty: 4115.333984
	Iteration 17Q: 3 clusters Score -456529.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -456554.812500 Penalty: 4115.333984
	Iteration 18Q: 3 clusters Score -456554.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -456585.156250 Penalty: 4115.333984
	Iteration 19Q: 3 clusters Score -456585.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -456616.531250 Penalty: 4115.333984
	Iteration 20F: 3 clusters Score -456616.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -456658.562500 Penalty: 4115.333984
	Iteration 21Q: 3 clusters Score -456658.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -456690.812500 Penalty: 4115.333984
	Iteration 22Q: 3 clusters Score -456690.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -456714.218750 Penalty: 4115.333984
	Iteration 23Q: 3 clusters Score -456714.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -456730.593750 Penalty: 4115.333984
	Iteration 24Q: 3 clusters Score -456730.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -456741.843750 Penalty: 4115.333984
	Iteration 25Q: 3 clusters Score -456741.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -456755.375000 Penalty: 4115.333984
	Iteration 26Q: 3 clusters Score -456755.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -456762.500000 Penalty: 4115.333984
	Iteration 27Q: 3 clusters Score -456762.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -456773.187500 Penalty: 4115.333984
	Iteration 28Q: 3 clusters Score -456773.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -456781.437500 Penalty: 4115.333984
	Iteration 29Q: 3 clusters Score -456781.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -456788.062500 Penalty: 4115.333984
	Iteration 30Q: 3 clusters Score -456788.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -456792.812500 Penalty: 4115.333984
	Iteration 31Q: 3 clusters Score -456792.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -456796.781250 Penalty: 4115.333984
	Iteration 32Q: 3 clusters Score -456796.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -456801.500000 Penalty: 4115.333984
	Iteration 33Q: 3 clusters Score -456801.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -456806.656250 Penalty: 4115.333984
	Iteration 34Q: 3 clusters Score -456806.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -456808.531250 Penalty: 4115.333984
	Iteration 35Q: 3 clusters Score -456808.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -456810.687500 Penalty: 4115.333984
	Iteration 36Q: 3 clusters Score -456810.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -456811.156250 Penalty: 4115.333984
	Iteration 37Q: 3 clusters Score -456811.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -456811.156250 Penalty: 4115.333984
	Iteration 38F: 3 clusters Score -456811.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Entering Unmasked Estep 
Score: -1961863.875000 Penalty: 2409.511475
	Iteration 0F: 2 clusters Score -1961864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1949993.875000 Penalty: 4819.022949
	Iteration 0F: 3 clusters Score -1949994 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1953884.250000 Penalty: 4819.022949
	Iteration 1F: 3 clusters Score -1953884 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1954453.000000 Penalty: 4819.022949
	Iteration 2F: 3 clusters Score -1954453 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1954970.000000 Penalty: 4819.022949
	Iteration 3F: 3 clusters Score -1954970 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1955561.500000 Penalty: 4819.022949
	Iteration 4F: 3 clusters Score -1955562 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1956183.125000 Penalty: 4819.022949
	Iteration 5F: 3 clusters Score -1956183 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1956740.250000 Penalty: 4819.022949
	Iteration 6F: 3 clusters Score -1956740 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1957210.125000 Penalty: 4819.022949
	Iteration 7F: 3 clusters Score -1957210 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1957688.250000 Penalty: 4819.022949
	Iteration 8Q: 3 clusters Score -1957688 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1958185.125000 Penalty: 4819.022949
	Iteration 9Q: 3 clusters Score -1958185 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1958664.250000 Penalty: 4819.022949
	Iteration 10Q: 3 clusters Score -1958664 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1959100.000000 Penalty: 4819.022949
	Iteration 11Q: 3 clusters Score -1959100 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1959427.000000 Penalty: 4819.022949
	Iteration 12Q: 3 clusters Score -1959427 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1959658.125000 Penalty: 4819.022949
	Iteration 13Q: 3 clusters Score -1959658 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1959850.375000 Penalty: 4819.022949
	Iteration 14Q: 3 clusters Score -1959850 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1960007.875000 Penalty: 4819.022949
	Iteration 15Q: 3 clusters Score -1960008 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1960121.875000 Penalty: 4819.022949
	Iteration 16Q: 3 clusters Score -1960122 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1960213.500000 Penalty: 4819.022949
	Iteration 17Q: 3 clusters Score -1960214 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1960274.000000 Penalty: 4819.022949
	Iteration 18Q: 3 clusters Score -1960274 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1960331.000000 Penalty: 4819.022949
	Iteration 19Q: 3 clusters Score -1960331 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1960375.125000 Penalty: 4819.022949
	Iteration 20F: 3 clusters Score -1960375 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1960413.000000 Penalty: 4819.022949
	Iteration 21Q: 3 clusters Score -1960413 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1960449.625000 Penalty: 4819.022949
	Iteration 22Q: 3 clusters Score -1960450 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1960470.250000 Penalty: 4819.022949
	Iteration 23Q: 3 clusters Score -1960470 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1960505.375000 Penalty: 4819.022949
	Iteration 24Q: 3 clusters Score -1960505 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1960528.250000 Penalty: 4819.022949
	Iteration 25Q: 3 clusters Score -1960528 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1960542.625000 Penalty: 4819.022949
	Iteration 26Q: 3 clusters Score -1960543 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1960566.375000 Penalty: 4819.022949
	Iteration 27Q: 3 clusters Score -1960566 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1960582.875000 Penalty: 4819.022949
	Iteration 28Q: 3 clusters Score -1960583 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1960606.750000 Penalty: 4819.022949
	Iteration 29Q: 3 clusters Score -1960607 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1960626.125000 Penalty: 4819.022949
	Iteration 30Q: 3 clusters Score -1960626 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1960650.125000 Penalty: 4819.022949
	Iteration 31Q: 3 clusters Score -1960650 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1960678.250000 Penalty: 4819.022949
	Iteration 32Q: 3 clusters Score -1960678 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1960696.375000 Penalty: 4819.022949
	Iteration 33Q: 3 clusters Score -1960696 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1960714.625000 Penalty: 4819.022949
	Iteration 34Q: 3 clusters Score -1960715 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1960724.500000 Penalty: 4819.022949
	Iteration 35Q: 3 clusters Score -1960724 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1960735.750000 Penalty: 4819.022949
	Iteration 36Q: 3 clusters Score -1960736 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1960744.875000 Penalty: 4819.022949
	Iteration 37Q: 3 clusters Score -1960745 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1960747.875000 Penalty: 4819.022949
	Iteration 38Q: 3 clusters Score -1960748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1960755.875000 Penalty: 4819.022949
	Iteration 39Q: 3 clusters Score -1960756 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1960763.500000 Penalty: 4819.022949
	Iteration 40F: 3 clusters Score -1960764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1960766.000000 Penalty: 4819.022949
	Iteration 41Q: 3 clusters Score -1960766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1960774.250000 Penalty: 4819.022949
	Iteration 42Q: 3 clusters Score -1960774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1960786.375000 Penalty: 4819.022949
	Iteration 43Q: 3 clusters Score -1960786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1960789.500000 Penalty: 4819.022949
	Iteration 44Q: 3 clusters Score -1960790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1960796.500000 Penalty: 4819.022949
	Iteration 45Q: 3 clusters Score -1960796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1960788.750000 Penalty: 4819.022949
	Iteration 46Q: 3 clusters Score -1960789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1960789.625000 Penalty: 4819.022949
	Iteration 47Q: 3 clusters Score -1960790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1960792.250000 Penalty: 4819.022949
	Iteration 48Q: 3 clusters Score -1960792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1960791.625000 Penalty: 4819.022949
	Iteration 49Q: 3 clusters Score -1960792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1960796.625000 Penalty: 4819.022949
	Iteration 50Q: 3 clusters Score -1960797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1960798.375000 Penalty: 4819.022949
	Iteration 51Q: 3 clusters Score -1960798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1960804.250000 Penalty: 4819.022949
	Iteration 52Q: 3 clusters Score -1960804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1960808.875000 Penalty: 4819.022949
	Iteration 53Q: 3 clusters Score -1960809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1960811.250000 Penalty: 4819.022949
	Iteration 54Q: 3 clusters Score -1960811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1960815.875000 Penalty: 4819.022949
	Iteration 55Q: 3 clusters Score -1960816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1960816.500000 Penalty: 4819.022949
	Iteration 56Q: 3 clusters Score -1960816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1960817.000000 Penalty: 4819.022949
	Iteration 57Q: 3 clusters Score -1960817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1960818.375000 Penalty: 4819.022949
	Iteration 58Q: 3 clusters Score -1960818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1960819.500000 Penalty: 4819.022949
	Iteration 59Q: 3 clusters Score -1960820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1960818.500000 Penalty: 4819.022949
	Iteration 60F: 3 clusters Score -1960818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1960819.375000 Penalty: 4819.022949
	Iteration 61Q: 3 clusters Score -1960819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1960818.625000 Penalty: 4819.022949
	Iteration 62Q: 3 clusters Score -1960819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1960819.750000 Penalty: 4819.022949
	Iteration 63Q: 3 clusters Score -1960820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1960818.125000 Penalty: 4819.022949
	Iteration 64Q: 3 clusters Score -1960818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1960819.000000 Penalty: 4819.022949
	Iteration 65Q: 3 clusters Score -1960819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1960816.250000 Penalty: 4819.022949
	Iteration 66Q: 3 clusters Score -1960816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1960815.875000 Penalty: 4819.022949
	Iteration 67Q: 3 clusters Score -1960816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1960819.875000 Penalty: 4819.022949
	Iteration 68Q: 3 clusters Score -1960820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1960825.625000 Penalty: 4819.022949
	Iteration 69Q: 3 clusters Score -1960826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1960822.375000 Penalty: 4819.022949
	Iteration 70Q: 3 clusters Score -1960822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1960818.125000 Penalty: 4819.022949
	Iteration 71Q: 3 clusters Score -1960818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1960819.000000 Penalty: 4819.022949
	Iteration 72Q: 3 clusters Score -1960819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1960821.500000 Penalty: 4819.022949
	Iteration 73Q: 3 clusters Score -1960822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1960818.375000 Penalty: 4819.022949
	Iteration 74Q: 3 clusters Score -1960818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1960819.500000 Penalty: 4819.022949
	Iteration 75Q: 3 clusters Score -1960820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1960821.250000 Penalty: 4819.022949
	Iteration 76Q: 3 clusters Score -1960821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1960821.250000 Penalty: 4819.022949
	Iteration 77F: 3 clusters Score -1960821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -28581.498047 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -28581.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27368.060547 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -27368.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27482.458984 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -27482.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27506.261719 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -27506.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27511.791016 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -27511.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27516.113281 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -27516.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27519.712891 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -27519.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27525.935547 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -27525.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27547.085938 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -27547.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27554.837891 Penalty: 2778.651123
	Iteration 8Q: 3 clusters Score -27554.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27577.347656 Penalty: 2778.651123
	Iteration 9Q: 3 clusters Score -27577.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27591.316406 Penalty: 2778.651123
	Iteration 10Q: 3 clusters Score -27591.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27597.236328 Penalty: 2778.651123
	Iteration 11Q: 3 clusters Score -27597.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27597.236328 Penalty: 2778.651123
	Iteration 12F: 3 clusters Score -27597.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Entering Unmasked Estep 
Score: -474215.375000 Penalty: 2050.518311
	Iteration 0F: 2 clusters Score -474215.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -470387.093750 Penalty: 4101.036621
	Iteration 0F: 3 clusters Score -470387.1 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -471187.312500 Penalty: 4101.036621
	Iteration 1F: 3 clusters Score -471187.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -471387.687500 Penalty: 4101.036621
	Iteration 2F: 3 clusters Score -471387.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -471515.500000 Penalty: 4101.036621
	Iteration 3F: 3 clusters Score -471515.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -471603.906250 Penalty: 4101.036621
	Iteration 4Q: 3 clusters Score -471603.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -471678.343750 Penalty: 4101.036621
	Iteration 5Q: 3 clusters Score -471678.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -471732.093750 Penalty: 4101.036621
	Iteration 6Q: 3 clusters Score -471732.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -471782.625000 Penalty: 4101.036621
	Iteration 7Q: 3 clusters Score -471782.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -471816.031250 Penalty: 4101.036621
	Iteration 8Q: 3 clusters Score -471816 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -471840.437500 Penalty: 4101.036621
	Iteration 9Q: 3 clusters Score -471840.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -471860.687500 Penalty: 4101.036621
	Iteration 10Q: 3 clusters Score -471860.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -471881.750000 Penalty: 4101.036621
	Iteration 11Q: 3 clusters Score -471881.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -471897.406250 Penalty: 4101.036621
	Iteration 12Q: 3 clusters Score -471897.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -471907.000000 Penalty: 4101.036621
	Iteration 13Q: 3 clusters Score -471907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -471915.843750 Penalty: 4101.036621
	Iteration 14Q: 3 clusters Score -471915.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -471921.750000 Penalty: 4101.036621
	Iteration 15Q: 3 clusters Score -471921.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -471924.906250 Penalty: 4101.036621
	Iteration 16Q: 3 clusters Score -471924.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -471927.375000 Penalty: 4101.036621
	Iteration 17Q: 3 clusters Score -471927.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -471929.781250 Penalty: 4101.036621
	Iteration 18Q: 3 clusters Score -471929.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -471931.937500 Penalty: 4101.036621
	Iteration 19Q: 3 clusters Score -471931.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -471932.906250 Penalty: 4101.036621
	Iteration 20F: 3 clusters Score -471932.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -471934.187500 Penalty: 4101.036621
	Iteration 21Q: 3 clusters Score -471934.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -471937.156250 Penalty: 4101.036621
	Iteration 22Q: 3 clusters Score -471937.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -471937.656250 Penalty: 4101.036621
	Iteration 23Q: 3 clusters Score -471937.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -471939.156250 Penalty: 4101.036621
	Iteration 24Q: 3 clusters Score -471939.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -471940.031250 Penalty: 4101.036621
	Iteration 25Q: 3 clusters Score -471940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -471939.625000 Penalty: 4101.036621
	Iteration 26Q: 3 clusters Score -471939.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -471940.812500 Penalty: 4101.036621
	Iteration 27Q: 3 clusters Score -471940.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -471941.656250 Penalty: 4101.036621
	Iteration 28Q: 3 clusters Score -471941.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -471942.593750 Penalty: 4101.036621
	Iteration 29Q: 3 clusters Score -471942.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -471943.218750 Penalty: 4101.036621
	Iteration 30Q: 3 clusters Score -471943.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -471943.218750 Penalty: 4101.036621
	Iteration 31F: 3 clusters Score -471943.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Entering Unmasked Estep 
Score: -907427.000000 Penalty: 2202.661133
	Iteration 0F: 2 clusters Score -907427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -901548.500000 Penalty: 4405.322266
	Iteration 0F: 3 clusters Score -901548.5 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -903028.375000 Penalty: 4405.322266
	Iteration 1F: 3 clusters Score -903028.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -903243.250000 Penalty: 4405.322266
	Iteration 2F: 3 clusters Score -903243.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -903373.000000 Penalty: 4405.322266
	Iteration 3Q: 3 clusters Score -903373 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -903490.062500 Penalty: 4405.322266
	Iteration 4Q: 3 clusters Score -903490.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -903585.875000 Penalty: 4405.322266
	Iteration 5Q: 3 clusters Score -903585.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -903653.000000 Penalty: 4405.322266
	Iteration 6Q: 3 clusters Score -903653 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -903717.125000 Penalty: 4405.322266
	Iteration 7Q: 3 clusters Score -903717.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -903787.000000 Penalty: 4405.322266
	Iteration 8Q: 3 clusters Score -903787 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -903868.562500 Penalty: 4405.322266
	Iteration 9Q: 3 clusters Score -903868.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -903969.500000 Penalty: 4405.322266
	Iteration 10Q: 3 clusters Score -903969.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -904078.375000 Penalty: 4405.322266
	Iteration 11Q: 3 clusters Score -904078.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -904193.062500 Penalty: 4405.322266
	Iteration 12Q: 3 clusters Score -904193.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -904307.937500 Penalty: 4405.322266
	Iteration 13Q: 3 clusters Score -904307.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -904432.250000 Penalty: 4405.322266
	Iteration 14Q: 3 clusters Score -904432.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -904579.125000 Penalty: 4405.322266
	Iteration 15Q: 3 clusters Score -904579.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -904727.500000 Penalty: 4405.322266
	Iteration 16Q: 3 clusters Score -904727.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -904870.187500 Penalty: 4405.322266
	Iteration 17Q: 3 clusters Score -904870.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -904992.437500 Penalty: 4405.322266
	Iteration 18Q: 3 clusters Score -904992.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -905103.750000 Penalty: 4405.322266
	Iteration 19Q: 3 clusters Score -905103.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -905188.562500 Penalty: 4405.322266
	Iteration 20F: 3 clusters Score -905188.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -905262.250000 Penalty: 4405.322266
	Iteration 21Q: 3 clusters Score -905262.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -905309.125000 Penalty: 4405.322266
	Iteration 22Q: 3 clusters Score -905309.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -905343.187500 Penalty: 4405.322266
	Iteration 23Q: 3 clusters Score -905343.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -905370.312500 Penalty: 4405.322266
	Iteration 24Q: 3 clusters Score -905370.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -905399.000000 Penalty: 4405.322266
	Iteration 25Q: 3 clusters Score -905399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -905427.937500 Penalty: 4405.322266
	Iteration 26Q: 3 clusters Score -905427.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -905453.187500 Penalty: 4405.322266
	Iteration 27Q: 3 clusters Score -905453.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -905478.875000 Penalty: 4405.322266
	Iteration 28Q: 3 clusters Score -905478.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -905504.875000 Penalty: 4405.322266
	Iteration 29Q: 3 clusters Score -905504.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -905517.500000 Penalty: 4405.322266
	Iteration 30Q: 3 clusters Score -905517.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -905524.312500 Penalty: 4405.322266
	Iteration 31Q: 3 clusters Score -905524.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -905529.625000 Penalty: 4405.322266
	Iteration 32Q: 3 clusters Score -905529.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -905533.250000 Penalty: 4405.322266
	Iteration 33Q: 3 clusters Score -905533.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -905535.250000 Penalty: 4405.322266
	Iteration 34Q: 3 clusters Score -905535.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -905535.250000 Penalty: 4405.322266
	Iteration 35F: 3 clusters Score -905535.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Entering Unmasked Estep 
Score: -1041367.625000 Penalty: 2253.390137
	Iteration 0F: 2 clusters Score -1041368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1034488.312500 Penalty: 4506.780273
	Iteration 0F: 3 clusters Score -1034488 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1036546.437500 Penalty: 4506.780273
	Iteration 1F: 3 clusters Score -1036546 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1037066.500000 Penalty: 4506.780273
	Iteration 2F: 3 clusters Score -1037066 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1037560.187500 Penalty: 4506.780273
	Iteration 3F: 3 clusters Score -1037560 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1037975.937500 Penalty: 4506.780273
	Iteration 4F: 3 clusters Score -1037976 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1038297.000000 Penalty: 4506.780273
	Iteration 5F: 3 clusters Score -1038297 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1038555.000000 Penalty: 4506.780273
	Iteration 6Q: 3 clusters Score -1038555 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1038821.187500 Penalty: 4506.780273
	Iteration 7Q: 3 clusters Score -1038821 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1039101.000000 Penalty: 4506.780273
	Iteration 8Q: 3 clusters Score -1039101 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1039362.875000 Penalty: 4506.780273
	Iteration 9Q: 3 clusters Score -1039363 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1039547.500000 Penalty: 4506.780273
	Iteration 10Q: 3 clusters Score -1039548 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1039693.812500 Penalty: 4506.780273
	Iteration 11Q: 3 clusters Score -1039694 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1039814.750000 Penalty: 4506.780273
	Iteration 12Q: 3 clusters Score -1039815 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1039912.687500 Penalty: 4506.780273
	Iteration 13Q: 3 clusters Score -1039913 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1039987.625000 Penalty: 4506.780273
	Iteration 14Q: 3 clusters Score -1039988 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1040034.187500 Penalty: 4506.780273
	Iteration 15Q: 3 clusters Score -1040034 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1040070.312500 Penalty: 4506.780273
	Iteration 16Q: 3 clusters Score -1040070 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1040099.000000 Penalty: 4506.780273
	Iteration 17Q: 3 clusters Score -1040099 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1040123.687500 Penalty: 4506.780273
	Iteration 18Q: 3 clusters Score -1040124 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1040144.937500 Penalty: 4506.780273
	Iteration 19Q: 3 clusters Score -1040145 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1040161.562500 Penalty: 4506.780273
	Iteration 20F: 3 clusters Score -1040162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1040171.000000 Penalty: 4506.780273
	Iteration 21Q: 3 clusters Score -1040171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1040175.937500 Penalty: 4506.780273
	Iteration 22Q: 3 clusters Score -1040176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1040179.937500 Penalty: 4506.780273
	Iteration 23Q: 3 clusters Score -1040180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1040190.500000 Penalty: 4506.780273
	Iteration 24Q: 3 clusters Score -1040190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1040197.312500 Penalty: 4506.780273
	Iteration 25Q: 3 clusters Score -1040197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1040202.125000 Penalty: 4506.780273
	Iteration 26Q: 3 clusters Score -1040202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1040208.562500 Penalty: 4506.780273
	Iteration 27Q: 3 clusters Score -1040209 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1040217.437500 Penalty: 4506.780273
	Iteration 28Q: 3 clusters Score -1040217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1040225.125000 Penalty: 4506.780273
	Iteration 29Q: 3 clusters Score -1040225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1040232.312500 Penalty: 4506.780273
	Iteration 30Q: 3 clusters Score -1040232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1040242.375000 Penalty: 4506.780273
	Iteration 31Q: 3 clusters Score -1040242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1040248.062500 Penalty: 4506.780273
	Iteration 32Q: 3 clusters Score -1040248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1040252.375000 Penalty: 4506.780273
	Iteration 33Q: 3 clusters Score -1040252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1040261.687500 Penalty: 4506.780273
	Iteration 34Q: 3 clusters Score -1040262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1040269.062500 Penalty: 4506.780273
	Iteration 35Q: 3 clusters Score -1040269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1040271.187500 Penalty: 4506.780273
	Iteration 36Q: 3 clusters Score -1040271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1040277.812500 Penalty: 4506.780273
	Iteration 37Q: 3 clusters Score -1040278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1040285.250000 Penalty: 4506.780273
	Iteration 38Q: 3 clusters Score -1040285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1040287.562500 Penalty: 4506.780273
	Iteration 39Q: 3 clusters Score -1040288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1040290.562500 Penalty: 4506.780273
	Iteration 40F: 3 clusters Score -1040291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1040292.375000 Penalty: 4506.780273
	Iteration 41Q: 3 clusters Score -1040292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1040292.625000 Penalty: 4506.780273
	Iteration 42Q: 3 clusters Score -1040293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1040299.812500 Penalty: 4506.780273
	Iteration 43Q: 3 clusters Score -1040300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1040301.687500 Penalty: 4506.780273
	Iteration 44Q: 3 clusters Score -1040302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1040303.437500 Penalty: 4506.780273
	Iteration 45Q: 3 clusters Score -1040303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1040305.500000 Penalty: 4506.780273
	Iteration 46Q: 3 clusters Score -1040306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1040306.812500 Penalty: 4506.780273
	Iteration 47Q: 3 clusters Score -1040307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1040308.125000 Penalty: 4506.780273
	Iteration 48Q: 3 clusters Score -1040308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1040310.437500 Penalty: 4506.780273
	Iteration 49Q: 3 clusters Score -1040310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1040312.187500 Penalty: 4506.780273
	Iteration 50Q: 3 clusters Score -1040312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1040313.500000 Penalty: 4506.780273
	Iteration 51Q: 3 clusters Score -1040314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1040314.375000 Penalty: 4506.780273
	Iteration 52Q: 3 clusters Score -1040314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1040314.375000 Penalty: 4506.780273
	Iteration 53Q: 3 clusters Score -1040314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1040315.125000 Penalty: 4506.780273
	Iteration 54Q: 3 clusters Score -1040315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1040315.125000 Penalty: 4506.780273
	Iteration 55F: 3 clusters Score -1040315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Entering Unmasked Estep 
Score: -88379.687500 Penalty: 1662.694824
	Iteration 0F: 2 clusters Score -88379.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -86654.562500 Penalty: 3325.389648
	Iteration 0F: 3 clusters Score -86654.56 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -87232.218750 Penalty: 3325.389648
	Iteration 1F: 3 clusters Score -87232.22 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -87667.148438 Penalty: 3325.389648
	Iteration 2F: 3 clusters Score -87667.15 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -87958.695312 Penalty: 3325.389648
	Iteration 3F: 3 clusters Score -87958.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -88140.554688 Penalty: 3325.389648
	Iteration 4F: 3 clusters Score -88140.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -88233.601562 Penalty: 3325.389648
	Iteration 5Q: 3 clusters Score -88233.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -88303.289062 Penalty: 3325.389648
	Iteration 6Q: 3 clusters Score -88303.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -88369.007812 Penalty: 3325.389648
	Iteration 7Q: 3 clusters Score -88369.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -88478.132812 Penalty: 3325.389648
	Iteration 8Q: 3 clusters Score -88478.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -88508.101562 Penalty: 3325.389648
	Iteration 9Q: 3 clusters Score -88508.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -88511.375000 Penalty: 3325.389648
	Iteration 10Q: 3 clusters Score -88511.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -88511.375000 Penalty: 3325.389648
	Iteration 11F: 3 clusters Score -88511.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 313457 members 
Mstep: Class 2 contains 59898 members 
Mstep: Class 3 contains 18719 members 
Mstep: Class 4 contains 277443 members 
Mstep: Class 5 contains 8538 members 
Mstep: Class 6 contains 23082 members 
Mstep: Class 7 contains 8324 members 
Mstep: Class 8 contains 114621 members 
Mstep: Class 9 contains 31279 members 
Mstep: Class 10 contains 76564 members 
Mstep: Class 11 contains 22440 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 22195 members 
Mstep: Class 14 contains 25105 members 
Mstep: Class 15 contains 116870 members 
Mstep: Class 16 contains 1200 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 4012 members 
Mstep: Class 20 contains 16577 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3898 members 
Mstep: Class 23 contains 7199 members 
Mstep: Class 24 contains 8833 members 
Mstep: Class 25 contains 618 members 
Mstep: Class 26 contains 93105 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 198 members 
Entering Unmasked Estep 
Score: -154605360.000000 Penalty: 97617.203125
Splitting cluster 25 changes total score from -154606560.000000 to -154605360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (93105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93105 members 
Entering Unmasked Estep 
Score: -11744064.000000 Penalty: 2837.487793
	Iteration 0F: 2 clusters Score -1.174406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -11681767.000000 Penalty: 5674.975586
	Iteration 0F: 3 clusters Score -1.168177e+07 nChanged 43939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -11707023.000000 Penalty: 5674.975586
	Iteration 1F: 3 clusters Score -1.170702e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -11707690.000000 Penalty: 5674.975586
	Iteration 2Q: 3 clusters Score -1.170769e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -11708402.000000 Penalty: 5674.975586
	Iteration 3Q: 3 clusters Score -1.17084e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -11709215.000000 Penalty: 5674.975586
	Iteration 4Q: 3 clusters Score -1.170922e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -11710504.000000 Penalty: 5674.975586
	Iteration 5Q: 3 clusters Score -1.17105e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -11712412.000000 Penalty: 5674.975586
	Iteration 6Q: 3 clusters Score -1.171241e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -11715415.000000 Penalty: 5674.975586
	Iteration 7F: 3 clusters Score -1.171542e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -11719942.000000 Penalty: 5674.975586
	Iteration 8F: 3 clusters Score -1.171994e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71970 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -11725448.000000 Penalty: 5674.975586
	Iteration 9F: 3 clusters Score -1.172545e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -11730610.000000 Penalty: 5674.975586
	Iteration 10F: 3 clusters Score -1.173061e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82166 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -11734558.000000 Penalty: 5674.975586
	Iteration 11Q: 3 clusters Score -1.173456e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85087 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -11737098.000000 Penalty: 5674.975586
	Iteration 12Q: 3 clusters Score -1.17371e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86907 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -11738624.000000 Penalty: 5674.975586
	Iteration 13Q: 3 clusters Score -1.173862e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88149 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -11739681.000000 Penalty: 5674.975586
	Iteration 14Q: 3 clusters Score -1.173968e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89029 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -11740286.000000 Penalty: 5674.975586
	Iteration 15Q: 3 clusters Score -1.174029e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89660 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -11740684.000000 Penalty: 5674.975586
	Iteration 16Q: 3 clusters Score -1.174068e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90132 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -11740948.000000 Penalty: 5674.975586
	Iteration 17Q: 3 clusters Score -1.174095e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90489 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -11741152.000000 Penalty: 5674.975586
	Iteration 18Q: 3 clusters Score -1.174115e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90745 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -11741259.000000 Penalty: 5674.975586
	Iteration 19Q: 3 clusters Score -1.174126e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90956 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -11741342.000000 Penalty: 5674.975586
	Iteration 20F: 3 clusters Score -1.174134e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91112 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -11741385.000000 Penalty: 5674.975586
	Iteration 21Q: 3 clusters Score -1.174138e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91242 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -11741447.000000 Penalty: 5674.975586
	Iteration 22Q: 3 clusters Score -1.174145e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91351 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -11741481.000000 Penalty: 5674.975586
	Iteration 23Q: 3 clusters Score -1.174148e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91435 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -11741480.000000 Penalty: 5674.975586
	Iteration 24Q: 3 clusters Score -1.174148e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91510 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -11741520.000000 Penalty: 5674.975586
	Iteration 25Q: 3 clusters Score -1.174152e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91564 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -11741553.000000 Penalty: 5674.975586
	Iteration 26Q: 3 clusters Score -1.174155e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91622 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -11741579.000000 Penalty: 5674.975586
	Iteration 27Q: 3 clusters Score -1.174158e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91664 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -11741596.000000 Penalty: 5674.975586
	Iteration 28Q: 3 clusters Score -1.17416e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91701 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -11741571.000000 Penalty: 5674.975586
	Iteration 29Q: 3 clusters Score -1.174157e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91728 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -11741600.000000 Penalty: 5674.975586
	Iteration 30Q: 3 clusters Score -1.17416e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91751 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -11741602.000000 Penalty: 5674.975586
	Iteration 31Q: 3 clusters Score -1.17416e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91776 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -11741602.000000 Penalty: 5674.975586
	Iteration 32Q: 3 clusters Score -1.17416e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91799 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -11741608.000000 Penalty: 5674.975586
	Iteration 33Q: 3 clusters Score -1.174161e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91826 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -11741625.000000 Penalty: 5674.975586
	Iteration 34Q: 3 clusters Score -1.174162e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91845 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -11741640.000000 Penalty: 5674.975586
	Iteration 35Q: 3 clusters Score -1.174164e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91866 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -11741654.000000 Penalty: 5674.975586
	Iteration 36Q: 3 clusters Score -1.174165e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91887 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -11741642.000000 Penalty: 5674.975586
	Iteration 37Q: 3 clusters Score -1.174164e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91899 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -11741637.000000 Penalty: 5674.975586
	Iteration 38Q: 3 clusters Score -1.174164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91908 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -11741640.000000 Penalty: 5674.975586
	Iteration 39Q: 3 clusters Score -1.174164e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91920 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -11741643.000000 Penalty: 5674.975586
	Iteration 40F: 3 clusters Score -1.174164e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91933 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -11741649.000000 Penalty: 5674.975586
	Iteration 41Q: 3 clusters Score -1.174165e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91943 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -11741646.000000 Penalty: 5674.975586
	Iteration 42Q: 3 clusters Score -1.174165e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91956 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -11741656.000000 Penalty: 5674.975586
	Iteration 43Q: 3 clusters Score -1.174166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91967 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -11741652.000000 Penalty: 5674.975586
	Iteration 44Q: 3 clusters Score -1.174165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91976 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -11741650.000000 Penalty: 5674.975586
	Iteration 45Q: 3 clusters Score -1.174165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91986 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -11741651.000000 Penalty: 5674.975586
	Iteration 46Q: 3 clusters Score -1.174165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91991 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -11741650.000000 Penalty: 5674.975586
	Iteration 47Q: 3 clusters Score -1.174165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91994 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11741659.000000 Penalty: 5674.975586
	Iteration 48Q: 3 clusters Score -1.174166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92000 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -11741657.000000 Penalty: 5674.975586
	Iteration 49Q: 3 clusters Score -1.174166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92006 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -11741660.000000 Penalty: 5674.975586
	Iteration 50Q: 3 clusters Score -1.174166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92009 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -11741654.000000 Penalty: 5674.975586
	Iteration 51Q: 3 clusters Score -1.174165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92010 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -11741657.000000 Penalty: 5674.975586
	Iteration 52Q: 3 clusters Score -1.174166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92010 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -11741657.000000 Penalty: 5674.975586
	Iteration 53F: 3 clusters Score -1.174166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -35791.035156 Penalty: 1457.678467
	Iteration 0F: 2 clusters Score -35791.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34454.792969 Penalty: 2915.356934
	Iteration 0F: 3 clusters Score -34454.79 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34657.816406 Penalty: 2915.356934
	Iteration 1F: 3 clusters Score -34657.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34700.093750 Penalty: 2915.356934
	Iteration 2Q: 3 clusters Score -34700.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34717.562500 Penalty: 2915.356934
	Iteration 3Q: 3 clusters Score -34717.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34720.972656 Penalty: 2915.356934
	Iteration 4Q: 3 clusters Score -34720.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34727.628906 Penalty: 2915.356934
	Iteration 5Q: 3 clusters Score -34727.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34727.628906 Penalty: 2915.356934
	Iteration 6F: 3 clusters Score -34727.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 313457 members 
Mstep: Class 2 contains 59898 members 
Mstep: Class 3 contains 18719 members 
Mstep: Class 4 contains 277443 members 
Mstep: Class 5 contains 8538 members 
Mstep: Class 6 contains 23082 members 
Mstep: Class 7 contains 8324 members 
Mstep: Class 8 contains 114621 members 
Mstep: Class 9 contains 31279 members 
Mstep: Class 10 contains 76564 members 
Mstep: Class 11 contains 22440 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 22195 members 
Mstep: Class 14 contains 25105 members 
Mstep: Class 15 contains 116870 members 
Mstep: Class 16 contains 1200 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 4012 members 
Mstep: Class 20 contains 16577 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3898 members 
Mstep: Class 23 contains 7199 members 
Mstep: Class 24 contains 8833 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 93105 members 
Mstep: Class 27 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154607072.000000 Penalty: 94130.875000
Iteration 119Q: 28 clusters Score -1.546071e+08 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 313198 members 
Mstep: Class 2 contains 59940 members 
Mstep: Class 3 contains 18728 members 
Mstep: Class 4 contains 277261 members 
Mstep: Class 5 contains 8459 members 
Mstep: Class 6 contains 23076 members 
Mstep: Class 7 contains 8325 members 
Mstep: Class 8 contains 114646 members 
Mstep: Class 9 contains 31278 members 
Mstep: Class 10 contains 76517 members 
Mstep: Class 11 contains 22498 members 
Mstep: Class 12 contains 4172 members 
Mstep: Class 13 contains 22192 members 
Mstep: Class 14 contains 25118 members 
Mstep: Class 15 contains 117458 members 
Mstep: Class 16 contains 1200 members 
Mstep: Class 17 contains 13537 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 4008 members 
Mstep: Class 20 contains 16483 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3898 members 
Mstep: Class 23 contains 7193 members 
Mstep: Class 24 contains 8828 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 92951 members 
Mstep: Class 27 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154607456.000000 Penalty: 94130.875000
Iteration 120F: 28 clusters Score -1.546075e+08 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 312906 members 
Mstep: Class 2 contains 59984 members 
Mstep: Class 3 contains 18738 members 
Mstep: Class 4 contains 277137 members 
Mstep: Class 5 contains 8442 members 
Mstep: Class 6 contains 23066 members 
Mstep: Class 7 contains 8327 members 
Mstep: Class 8 contains 114685 members 
Mstep: Class 9 contains 31242 members 
Mstep: Class 10 contains 76471 members 
Mstep: Class 11 contains 22543 members 
Mstep: Class 12 contains 4168 members 
Mstep: Class 13 contains 22188 members 
Mstep: Class 14 contains 25117 members 
Mstep: Class 15 contains 118009 members 
Mstep: Class 16 contains 1200 members 
Mstep: Class 17 contains 13644 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 4011 members 
Mstep: Class 20 contains 16397 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3897 members 
Mstep: Class 23 contains 7188 members 
Mstep: Class 24 contains 8819 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 92780 members 
Mstep: Class 27 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154608000.000000 Penalty: 94130.875000
Iteration 121Q: 28 clusters Score -1.54608e+08 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 312676 members 
Mstep: Class 2 contains 59994 members 
Mstep: Class 3 contains 18740 members 
Mstep: Class 4 contains 276972 members 
Mstep: Class 5 contains 8488 members 
Mstep: Class 6 contains 23043 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 114712 members 
Mstep: Class 9 contains 31208 members 
Mstep: Class 10 contains 76435 members 
Mstep: Class 11 contains 22586 members 
Mstep: Class 12 contains 4167 members 
Mstep: Class 13 contains 22172 members 
Mstep: Class 14 contains 25140 members 
Mstep: Class 15 contains 118527 members 
Mstep: Class 16 contains 1198 members 
Mstep: Class 17 contains 13752 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 4002 members 
Mstep: Class 20 contains 16316 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3896 members 
Mstep: Class 23 contains 7176 members 
Mstep: Class 24 contains 8812 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 92614 members 
Mstep: Class 27 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154609056.000000 Penalty: 94130.875000
Iteration 122Q: 28 clusters Score -1.546091e+08 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 312481 members 
Mstep: Class 2 contains 59985 members 
Mstep: Class 3 contains 18738 members 
Mstep: Class 4 contains 276822 members 
Mstep: Class 5 contains 8564 members 
Mstep: Class 6 contains 23032 members 
Mstep: Class 7 contains 8332 members 
Mstep: Class 8 contains 114715 members 
Mstep: Class 9 contains 31191 members 
Mstep: Class 10 contains 76396 members 
Mstep: Class 11 contains 22617 members 
Mstep: Class 12 contains 4169 members 
Mstep: Class 13 contains 22150 members 
Mstep: Class 14 contains 25147 members 
Mstep: Class 15 contains 118995 members 
Mstep: Class 16 contains 1198 members 
Mstep: Class 17 contains 13908 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 3989 members 
Mstep: Class 20 contains 16223 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3894 members 
Mstep: Class 23 contains 7163 members 
Mstep: Class 24 contains 8809 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 92435 members 
Mstep: Class 27 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154609584.000000 Penalty: 94130.875000
Iteration 123Q: 28 clusters Score -1.546096e+08 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 312340 members 
Mstep: Class 2 contains 59961 members 
Mstep: Class 3 contains 18747 members 
Mstep: Class 4 contains 276566 members 
Mstep: Class 5 contains 8686 members 
Mstep: Class 6 contains 23019 members 
Mstep: Class 7 contains 8336 members 
Mstep: Class 8 contains 114725 members 
Mstep: Class 9 contains 31191 members 
Mstep: Class 10 contains 76358 members 
Mstep: Class 11 contains 22646 members 
Mstep: Class 12 contains 4170 members 
Mstep: Class 13 contains 22132 members 
Mstep: Class 14 contains 25140 members 
Mstep: Class 15 contains 119495 members 
Mstep: Class 16 contains 1198 members 
Mstep: Class 17 contains 14067 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 3968 members 
Mstep: Class 20 contains 16119 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3893 members 
Mstep: Class 23 contains 7160 members 
Mstep: Class 24 contains 8804 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 92232 members 
Mstep: Class 27 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154610048.000000 Penalty: 94130.875000
Iteration 124Q: 28 clusters Score -1.5461e+08 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 312160 members 
Mstep: Class 2 contains 59912 members 
Mstep: Class 3 contains 18745 members 
Mstep: Class 4 contains 276292 members 
Mstep: Class 5 contains 8794 members 
Mstep: Class 6 contains 23004 members 
Mstep: Class 7 contains 8337 members 
Mstep: Class 8 contains 114777 members 
Mstep: Class 9 contains 31178 members 
Mstep: Class 10 contains 76326 members 
Mstep: Class 11 contains 22678 members 
Mstep: Class 12 contains 4177 members 
Mstep: Class 13 contains 22123 members 
Mstep: Class 14 contains 25120 members 
Mstep: Class 15 contains 120001 members 
Mstep: Class 16 contains 1198 members 
Mstep: Class 17 contains 14240 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 20 contains 16044 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3895 members 
Mstep: Class 23 contains 7158 members 
Mstep: Class 24 contains 8798 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 92041 members 
Mstep: Class 27 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154610272.000000 Penalty: 94130.875000
Iteration 125Q: 28 clusters Score -1.546103e+08 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 312036 members 
Mstep: Class 2 contains 59875 members 
Mstep: Class 3 contains 18767 members 
Mstep: Class 4 contains 276042 members 
Mstep: Class 5 contains 8882 members 
Mstep: Class 6 contains 22994 members 
Mstep: Class 7 contains 8339 members 
Mstep: Class 8 contains 114787 members 
Mstep: Class 9 contains 31190 members 
Mstep: Class 10 contains 76293 members 
Mstep: Class 11 contains 22707 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22114 members 
Mstep: Class 14 contains 25096 members 
Mstep: Class 15 contains 120469 members 
Mstep: Class 16 contains 1198 members 
Mstep: Class 17 contains 14384 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 3940 members 
Mstep: Class 20 contains 15985 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3896 members 
Mstep: Class 23 contains 7155 members 
Mstep: Class 24 contains 8789 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 91834 members 
Mstep: Class 27 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154610192.000000 Penalty: 94130.875000
Iteration 126Q: 28 clusters Score -1.546102e+08 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 311878 members 
Mstep: Class 2 contains 59857 members 
Mstep: Class 3 contains 18771 members 
Mstep: Class 4 contains 275831 members 
Mstep: Class 5 contains 9003 members 
Mstep: Class 6 contains 22976 members 
Mstep: Class 7 contains 8336 members 
Mstep: Class 8 contains 114779 members 
Mstep: Class 9 contains 31207 members 
Mstep: Class 10 contains 76284 members 
Mstep: Class 11 contains 22731 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 22104 members 
Mstep: Class 14 contains 25069 members 
Mstep: Class 15 contains 120953 members 
Mstep: Class 16 contains 1198 members 
Mstep: Class 17 contains 14484 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 3917 members 
Mstep: Class 20 contains 15923 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3897 members 
Mstep: Class 23 contains 7150 members 
Mstep: Class 24 contains 8781 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 91642 members 
Mstep: Class 27 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154610496.000000 Penalty: 94130.875000
Iteration 127Q: 28 clusters Score -1.546105e+08 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 311731 members 
Mstep: Class 2 contains 59843 members 
Mstep: Class 3 contains 18766 members 
Mstep: Class 4 contains 275666 members 
Mstep: Class 5 contains 9122 members 
Mstep: Class 6 contains 22964 members 
Mstep: Class 7 contains 8338 members 
Mstep: Class 8 contains 114748 members 
Mstep: Class 9 contains 31227 members 
Mstep: Class 10 contains 76286 members 
Mstep: Class 11 contains 22747 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 22091 members 
Mstep: Class 14 contains 25031 members 
Mstep: Class 15 contains 121373 members 
Mstep: Class 16 contains 1198 members 
Mstep: Class 17 contains 14607 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 3891 members 
Mstep: Class 20 contains 15847 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3898 members 
Mstep: Class 23 contains 7144 members 
Mstep: Class 24 contains 8774 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 91477 members 
Mstep: Class 27 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154610608.000000 Penalty: 94130.875000
Iteration 128Q: 28 clusters Score -1.546106e+08 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 311573 members 
Mstep: Class 2 contains 59831 members 
Mstep: Class 3 contains 18778 members 
Mstep: Class 4 contains 275544 members 
Mstep: Class 5 contains 9248 members 
Mstep: Class 6 contains 22956 members 
Mstep: Class 7 contains 8338 members 
Mstep: Class 8 contains 114691 members 
Mstep: Class 9 contains 31245 members 
Mstep: Class 10 contains 76279 members 
Mstep: Class 11 contains 22759 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 22087 members 
Mstep: Class 14 contains 25002 members 
Mstep: Class 15 contains 121757 members 
Mstep: Class 16 contains 1198 members 
Mstep: Class 17 contains 14726 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 3866 members 
Mstep: Class 20 contains 15777 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 7125 members 
Mstep: Class 24 contains 8768 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 91320 members 
Mstep: Class 27 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154610752.000000 Penalty: 94130.875000
Iteration 129Q: 28 clusters Score -1.546108e+08 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 311359 members 
Mstep: Class 2 contains 59821 members 
Mstep: Class 3 contains 18813 members 
Mstep: Class 4 contains 275481 members 
Mstep: Class 5 contains 9329 members 
Mstep: Class 6 contains 22952 members 
Mstep: Class 7 contains 8342 members 
Mstep: Class 8 contains 114655 members 
Mstep: Class 9 contains 31263 members 
Mstep: Class 10 contains 76282 members 
Mstep: Class 11 contains 22784 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 22090 members 
Mstep: Class 14 contains 24967 members 
Mstep: Class 15 contains 122108 members 
Mstep: Class 16 contains 1198 members 
Mstep: Class 17 contains 14833 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 3837 members 
Mstep: Class 20 contains 15703 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3901 members 
Mstep: Class 23 contains 7113 members 
Mstep: Class 24 contains 8765 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 91168 members 
Mstep: Class 27 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154611024.000000 Penalty: 94130.875000
Iteration 130Q: 28 clusters Score -1.54611e+08 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 311209 members 
Mstep: Class 2 contains 59824 members 
Mstep: Class 3 contains 18850 members 
Mstep: Class 4 contains 275387 members 
Mstep: Class 5 contains 9423 members 
Mstep: Class 6 contains 22929 members 
Mstep: Class 7 contains 8349 members 
Mstep: Class 8 contains 114613 members 
Mstep: Class 9 contains 31292 members 
Mstep: Class 10 contains 76279 members 
Mstep: Class 11 contains 22793 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 22081 members 
Mstep: Class 14 contains 24949 members 
Mstep: Class 15 contains 122435 members 
Mstep: Class 16 contains 1198 members 
Mstep: Class 17 contains 14913 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 3827 members 
Mstep: Class 20 contains 15619 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3901 members 
Mstep: Class 23 contains 7094 members 
Mstep: Class 24 contains 8761 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 91035 members 
Mstep: Class 27 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154611344.000000 Penalty: 94130.875000
Iteration 131Q: 28 clusters Score -1.546113e+08 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 311043 members 
Mstep: Class 2 contains 59824 members 
Mstep: Class 3 contains 18874 members 
Mstep: Class 4 contains 275383 members 
Mstep: Class 5 contains 9508 members 
Mstep: Class 6 contains 22910 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 114568 members 
Mstep: Class 9 contains 31315 members 
Mstep: Class 10 contains 76261 members 
Mstep: Class 11 contains 22803 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 22078 members 
Mstep: Class 14 contains 24929 members 
Mstep: Class 15 contains 122757 members 
Mstep: Class 16 contains 1198 members 
Mstep: Class 17 contains 14993 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 3813 members 
Mstep: Class 20 contains 15536 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3901 members 
Mstep: Class 23 contains 7087 members 
Mstep: Class 24 contains 8758 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 90863 members 
Mstep: Class 27 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154611568.000000 Penalty: 94130.875000
Iteration 132Q: 28 clusters Score -1.546116e+08 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 310900 members 
Mstep: Class 2 contains 59818 members 
Mstep: Class 3 contains 18892 members 
Mstep: Class 4 contains 275363 members 
Mstep: Class 5 contains 9588 members 
Mstep: Class 6 contains 22898 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 114511 members 
Mstep: Class 9 contains 31339 members 
Mstep: Class 10 contains 76252 members 
Mstep: Class 11 contains 22802 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22074 members 
Mstep: Class 14 contains 24921 members 
Mstep: Class 15 contains 123133 members 
Mstep: Class 16 contains 1198 members 
Mstep: Class 17 contains 15061 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 3799 members 
Mstep: Class 20 contains 15451 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3902 members 
Mstep: Class 23 contains 7085 members 
Mstep: Class 24 contains 8757 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 90650 members 
Mstep: Class 27 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154611488.000000 Penalty: 94130.875000
Iteration 133Q: 28 clusters Score -1.546115e+08 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 310794 members 
Mstep: Class 2 contains 59788 members 
Mstep: Class 3 contains 18908 members 
Mstep: Class 4 contains 275332 members 
Mstep: Class 5 contains 9641 members 
Mstep: Class 6 contains 22898 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 114449 members 
Mstep: Class 9 contains 31358 members 
Mstep: Class 10 contains 76242 members 
Mstep: Class 11 contains 22798 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22075 members 
Mstep: Class 14 contains 24906 members 
Mstep: Class 15 contains 123505 members 
Mstep: Class 16 contains 1199 members 
Mstep: Class 17 contains 15113 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 3792 members 
Mstep: Class 20 contains 15392 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3903 members 
Mstep: Class 23 contains 7079 members 
Mstep: Class 24 contains 8755 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 90469 members 
Mstep: Class 27 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612080.000000 Penalty: 94130.875000
Iteration 134Q: 28 clusters Score -1.546121e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 310662 members 
Mstep: Class 2 contains 59776 members 
Mstep: Class 3 contains 18920 members 
Mstep: Class 4 contains 275378 members 
Mstep: Class 5 contains 9684 members 
Mstep: Class 6 contains 22891 members 
Mstep: Class 7 contains 8373 members 
Mstep: Class 8 contains 114371 members 
Mstep: Class 9 contains 31390 members 
Mstep: Class 10 contains 76223 members 
Mstep: Class 11 contains 22801 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 22073 members 
Mstep: Class 14 contains 24883 members 
Mstep: Class 15 contains 123838 members 
Mstep: Class 16 contains 1201 members 
Mstep: Class 17 contains 15163 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3785 members 
Mstep: Class 20 contains 15330 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3902 members 
Mstep: Class 23 contains 7060 members 
Mstep: Class 24 contains 8754 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 90303 members 
Mstep: Class 27 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612416.000000 Penalty: 94130.875000
Iteration 135Q: 28 clusters Score -1.546124e+08 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 310514 members 
Mstep: Class 2 contains 59764 members 
Mstep: Class 3 contains 18925 members 
Mstep: Class 4 contains 275452 members 
Mstep: Class 5 contains 9728 members 
Mstep: Class 6 contains 22878 members 
Mstep: Class 7 contains 8379 members 
Mstep: Class 8 contains 114289 members 
Mstep: Class 9 contains 31417 members 
Mstep: Class 10 contains 76216 members 
Mstep: Class 11 contains 22809 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 22070 members 
Mstep: Class 14 contains 24866 members 
Mstep: Class 15 contains 124164 members 
Mstep: Class 16 contains 1201 members 
Mstep: Class 17 contains 15218 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3775 members 
Mstep: Class 20 contains 15271 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3902 members 
Mstep: Class 23 contains 7034 members 
Mstep: Class 24 contains 8753 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 90134 members 
Mstep: Class 27 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612384.000000 Penalty: 94130.875000
Iteration 136Q: 28 clusters Score -1.546124e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 310348 members 
Mstep: Class 2 contains 59768 members 
Mstep: Class 3 contains 18946 members 
Mstep: Class 4 contains 275481 members 
Mstep: Class 5 contains 9762 members 
Mstep: Class 6 contains 22865 members 
Mstep: Class 7 contains 8390 members 
Mstep: Class 8 contains 114226 members 
Mstep: Class 9 contains 31459 members 
Mstep: Class 10 contains 76218 members 
Mstep: Class 11 contains 22812 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 22066 members 
Mstep: Class 14 contains 24848 members 
Mstep: Class 15 contains 124506 members 
Mstep: Class 16 contains 1201 members 
Mstep: Class 17 contains 15264 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3763 members 
Mstep: Class 20 contains 15204 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3901 members 
Mstep: Class 23 contains 7020 members 
Mstep: Class 24 contains 8753 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 89957 members 
Mstep: Class 27 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612784.000000 Penalty: 94130.875000
Iteration 137Q: 28 clusters Score -1.546128e+08 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 310173 members 
Mstep: Class 2 contains 59765 members 
Mstep: Class 3 contains 18962 members 
Mstep: Class 4 contains 275565 members 
Mstep: Class 5 contains 9788 members 
Mstep: Class 6 contains 22856 members 
Mstep: Class 7 contains 8394 members 
Mstep: Class 8 contains 114159 members 
Mstep: Class 9 contains 31506 members 
Mstep: Class 10 contains 76223 members 
Mstep: Class 11 contains 22806 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 22062 members 
Mstep: Class 14 contains 24834 members 
Mstep: Class 15 contains 124828 members 
Mstep: Class 16 contains 1202 members 
Mstep: Class 17 contains 15298 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3759 members 
Mstep: Class 20 contains 15149 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3901 members 
Mstep: Class 23 contains 7003 members 
Mstep: Class 24 contains 8753 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 89774 members 
Mstep: Class 27 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613088.000000 Penalty: 94130.875000
Iteration 138Q: 28 clusters Score -1.546131e+08 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 310030 members 
Mstep: Class 2 contains 59751 members 
Mstep: Class 3 contains 18972 members 
Mstep: Class 4 contains 275626 members 
Mstep: Class 5 contains 9789 members 
Mstep: Class 6 contains 22840 members 
Mstep: Class 7 contains 8400 members 
Mstep: Class 8 contains 114106 members 
Mstep: Class 9 contains 31553 members 
Mstep: Class 10 contains 76226 members 
Mstep: Class 11 contains 22799 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 22064 members 
Mstep: Class 14 contains 24829 members 
Mstep: Class 15 contains 125153 members 
Mstep: Class 16 contains 1202 members 
Mstep: Class 17 contains 15322 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3758 members 
Mstep: Class 20 contains 15098 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3901 members 
Mstep: Class 23 contains 6991 members 
Mstep: Class 24 contains 8752 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 89596 members 
Mstep: Class 27 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613056.000000 Penalty: 94130.875000
Iteration 139Q: 28 clusters Score -1.546131e+08 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 309892 members 
Mstep: Class 2 contains 59733 members 
Mstep: Class 3 contains 18987 members 
Mstep: Class 4 contains 275679 members 
Mstep: Class 5 contains 9787 members 
Mstep: Class 6 contains 22825 members 
Mstep: Class 7 contains 8407 members 
Mstep: Class 8 contains 114041 members 
Mstep: Class 9 contains 31603 members 
Mstep: Class 10 contains 76223 members 
Mstep: Class 11 contains 22787 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 22064 members 
Mstep: Class 14 contains 24825 members 
Mstep: Class 15 contains 125508 members 
Mstep: Class 16 contains 1202 members 
Mstep: Class 17 contains 15326 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3754 members 
Mstep: Class 20 contains 15046 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 6983 members 
Mstep: Class 24 contains 8752 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 89433 members 
Mstep: Class 27 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612992.000000 Penalty: 94130.875000
Iteration 140F: 28 clusters Score -1.54613e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 309733 members 
Mstep: Class 2 contains 59727 members 
Mstep: Class 3 contains 18993 members 
Mstep: Class 4 contains 275723 members 
Mstep: Class 5 contains 9799 members 
Mstep: Class 6 contains 22809 members 
Mstep: Class 7 contains 8411 members 
Mstep: Class 8 contains 113972 members 
Mstep: Class 9 contains 31648 members 
Mstep: Class 10 contains 76218 members 
Mstep: Class 11 contains 22771 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 22068 members 
Mstep: Class 14 contains 24816 members 
Mstep: Class 15 contains 125863 members 
Mstep: Class 16 contains 1201 members 
Mstep: Class 17 contains 15350 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3750 members 
Mstep: Class 20 contains 14993 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 6978 members 
Mstep: Class 24 contains 8751 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 89282 members 
Mstep: Class 27 contains 375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613216.000000 Penalty: 94130.875000
Iteration 141Q: 28 clusters Score -1.546132e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 309624 members 
Mstep: Class 2 contains 59715 members 
Mstep: Class 3 contains 19000 members 
Mstep: Class 4 contains 275766 members 
Mstep: Class 5 contains 9806 members 
Mstep: Class 6 contains 22796 members 
Mstep: Class 7 contains 8414 members 
Mstep: Class 8 contains 113885 members 
Mstep: Class 9 contains 31681 members 
Mstep: Class 10 contains 76209 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 22071 members 
Mstep: Class 14 contains 24809 members 
Mstep: Class 15 contains 126199 members 
Mstep: Class 16 contains 1204 members 
Mstep: Class 17 contains 15373 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 3748 members 
Mstep: Class 20 contains 14954 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 6963 members 
Mstep: Class 24 contains 8747 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 89112 members 
Mstep: Class 27 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612912.000000 Penalty: 94130.875000
Iteration 142Q: 28 clusters Score -1.546129e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 309499 members 
Mstep: Class 2 contains 59708 members 
Mstep: Class 3 contains 19012 members 
Mstep: Class 4 contains 275804 members 
Mstep: Class 5 contains 9816 members 
Mstep: Class 6 contains 22786 members 
Mstep: Class 7 contains 8418 members 
Mstep: Class 8 contains 113792 members 
Mstep: Class 9 contains 31694 members 
Mstep: Class 10 contains 76205 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 22073 members 
Mstep: Class 14 contains 24805 members 
Mstep: Class 15 contains 126525 members 
Mstep: Class 16 contains 1212 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 3744 members 
Mstep: Class 20 contains 14909 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 6950 members 
Mstep: Class 24 contains 8744 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 88972 members 
Mstep: Class 27 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612848.000000 Penalty: 94130.875000
Iteration 143Q: 28 clusters Score -1.546128e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 309404 members 
Mstep: Class 2 contains 59693 members 
Mstep: Class 3 contains 19017 members 
Mstep: Class 4 contains 275868 members 
Mstep: Class 5 contains 9817 members 
Mstep: Class 6 contains 22777 members 
Mstep: Class 7 contains 8422 members 
Mstep: Class 8 contains 113699 members 
Mstep: Class 9 contains 31726 members 
Mstep: Class 10 contains 76204 members 
Mstep: Class 11 contains 22779 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22082 members 
Mstep: Class 14 contains 24805 members 
Mstep: Class 15 contains 126805 members 
Mstep: Class 16 contains 1216 members 
Mstep: Class 17 contains 15419 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3747 members 
Mstep: Class 20 contains 14854 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 6934 members 
Mstep: Class 24 contains 8737 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 88852 members 
Mstep: Class 27 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154612912.000000 Penalty: 94130.875000
Iteration 144Q: 28 clusters Score -1.546129e+08 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 309351 members 
Mstep: Class 2 contains 59674 members 
Mstep: Class 3 contains 19018 members 
Mstep: Class 4 contains 275956 members 
Mstep: Class 5 contains 9818 members 
Mstep: Class 6 contains 22755 members 
Mstep: Class 7 contains 8424 members 
Mstep: Class 8 contains 113613 members 
Mstep: Class 9 contains 31774 members 
Mstep: Class 10 contains 76189 members 
Mstep: Class 11 contains 22768 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22092 members 
Mstep: Class 14 contains 24811 members 
Mstep: Class 15 contains 127051 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 15428 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3750 members 
Mstep: Class 20 contains 14796 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 6930 members 
Mstep: Class 24 contains 8734 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 88706 members 
Mstep: Class 27 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613008.000000 Penalty: 94130.875000
Iteration 145Q: 28 clusters Score -1.54613e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 309247 members 
Mstep: Class 2 contains 59645 members 
Mstep: Class 3 contains 19015 members 
Mstep: Class 4 contains 276112 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 22738 members 
Mstep: Class 7 contains 8434 members 
Mstep: Class 8 contains 113523 members 
Mstep: Class 9 contains 31804 members 
Mstep: Class 10 contains 76187 members 
Mstep: Class 11 contains 22754 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22094 members 
Mstep: Class 14 contains 24810 members 
Mstep: Class 15 contains 127304 members 
Mstep: Class 16 contains 1222 members 
Mstep: Class 17 contains 15417 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3746 members 
Mstep: Class 20 contains 14757 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 6921 members 
Mstep: Class 24 contains 8732 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 88561 members 
Mstep: Class 27 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613232.000000 Penalty: 94130.875000
Iteration 146Q: 28 clusters Score -1.546132e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 309112 members 
Mstep: Class 2 contains 59604 members 
Mstep: Class 3 contains 19025 members 
Mstep: Class 4 contains 276310 members 
Mstep: Class 5 contains 9855 members 
Mstep: Class 6 contains 22719 members 
Mstep: Class 7 contains 8438 members 
Mstep: Class 8 contains 113410 members 
Mstep: Class 9 contains 31829 members 
Mstep: Class 10 contains 76198 members 
Mstep: Class 11 contains 22733 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 22099 members 
Mstep: Class 14 contains 24813 members 
Mstep: Class 15 contains 127531 members 
Mstep: Class 16 contains 1223 members 
Mstep: Class 17 contains 15415 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3746 members 
Mstep: Class 20 contains 14728 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 6916 members 
Mstep: Class 24 contains 8729 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 88423 members 
Mstep: Class 27 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613568.000000 Penalty: 94130.875000
Iteration 147Q: 28 clusters Score -1.546136e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 309003 members 
Mstep: Class 2 contains 59568 members 
Mstep: Class 3 contains 19031 members 
Mstep: Class 4 contains 276441 members 
Mstep: Class 5 contains 9874 members 
Mstep: Class 6 contains 22703 members 
Mstep: Class 7 contains 8441 members 
Mstep: Class 8 contains 113314 members 
Mstep: Class 9 contains 31852 members 
Mstep: Class 10 contains 76212 members 
Mstep: Class 11 contains 22721 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 22092 members 
Mstep: Class 14 contains 24808 members 
Mstep: Class 15 contains 127767 members 
Mstep: Class 16 contains 1225 members 
Mstep: Class 17 contains 15417 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3741 members 
Mstep: Class 20 contains 14714 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3901 members 
Mstep: Class 23 contains 6908 members 
Mstep: Class 24 contains 8728 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 88297 members 
Mstep: Class 27 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613824.000000 Penalty: 94130.875000
Iteration 148Q: 28 clusters Score -1.546138e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 308929 members 
Mstep: Class 2 contains 59522 members 
Mstep: Class 3 contains 19036 members 
Mstep: Class 4 contains 276546 members 
Mstep: Class 5 contains 9873 members 
Mstep: Class 6 contains 22702 members 
Mstep: Class 7 contains 8447 members 
Mstep: Class 8 contains 113213 members 
Mstep: Class 9 contains 31866 members 
Mstep: Class 10 contains 76213 members 
Mstep: Class 11 contains 22718 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22085 members 
Mstep: Class 14 contains 24802 members 
Mstep: Class 15 contains 128003 members 
Mstep: Class 16 contains 1227 members 
Mstep: Class 17 contains 15421 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3734 members 
Mstep: Class 20 contains 14706 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3901 members 
Mstep: Class 23 contains 6901 members 
Mstep: Class 24 contains 8728 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 88186 members 
Mstep: Class 27 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613600.000000 Penalty: 94130.875000
Iteration 149Q: 28 clusters Score -1.546136e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 308868 members 
Mstep: Class 2 contains 59480 members 
Mstep: Class 3 contains 19033 members 
Mstep: Class 4 contains 276619 members 
Mstep: Class 5 contains 9863 members 
Mstep: Class 6 contains 22692 members 
Mstep: Class 7 contains 8463 members 
Mstep: Class 8 contains 113130 members 
Mstep: Class 9 contains 31879 members 
Mstep: Class 10 contains 76218 members 
Mstep: Class 11 contains 22711 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 22093 members 
Mstep: Class 14 contains 24789 members 
Mstep: Class 15 contains 128233 members 
Mstep: Class 16 contains 1227 members 
Mstep: Class 17 contains 15427 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3734 members 
Mstep: Class 20 contains 14701 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 6883 members 
Mstep: Class 24 contains 8728 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 88088 members 
Mstep: Class 27 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613808.000000 Penalty: 94130.875000
Iteration 150Q: 28 clusters Score -1.546138e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 308833 members 
Mstep: Class 2 contains 59439 members 
Mstep: Class 3 contains 19027 members 
Mstep: Class 4 contains 276684 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 6 contains 22683 members 
Mstep: Class 7 contains 8470 members 
Mstep: Class 8 contains 113033 members 
Mstep: Class 9 contains 31887 members 
Mstep: Class 10 contains 76230 members 
Mstep: Class 11 contains 22695 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22096 members 
Mstep: Class 14 contains 24787 members 
Mstep: Class 15 contains 128479 members 
Mstep: Class 16 contains 1228 members 
Mstep: Class 17 contains 15435 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3734 members 
Mstep: Class 20 contains 14698 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 6867 members 
Mstep: Class 24 contains 8728 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 87968 members 
Mstep: Class 27 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613680.000000 Penalty: 94130.875000
Iteration 151Q: 28 clusters Score -1.546137e+08 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 308791 members 
Mstep: Class 2 contains 59412 members 
Mstep: Class 3 contains 19020 members 
Mstep: Class 4 contains 276739 members 
Mstep: Class 5 contains 9854 members 
Mstep: Class 6 contains 22683 members 
Mstep: Class 7 contains 8478 members 
Mstep: Class 8 contains 112936 members 
Mstep: Class 9 contains 31893 members 
Mstep: Class 10 contains 76244 members 
Mstep: Class 11 contains 22679 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22095 members 
Mstep: Class 14 contains 24793 members 
Mstep: Class 15 contains 128715 members 
Mstep: Class 16 contains 1230 members 
Mstep: Class 17 contains 15442 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3733 members 
Mstep: Class 20 contains 14692 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 6853 members 
Mstep: Class 24 contains 8728 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 87848 members 
Mstep: Class 27 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613808.000000 Penalty: 94130.875000
Iteration 152Q: 28 clusters Score -1.546138e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 308745 members 
Mstep: Class 2 contains 59394 members 
Mstep: Class 3 contains 19022 members 
Mstep: Class 4 contains 276767 members 
Mstep: Class 5 contains 9842 members 
Mstep: Class 6 contains 22682 members 
Mstep: Class 7 contains 8490 members 
Mstep: Class 8 contains 112825 members 
Mstep: Class 9 contains 31897 members 
Mstep: Class 10 contains 76259 members 
Mstep: Class 11 contains 22673 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22098 members 
Mstep: Class 14 contains 24801 members 
Mstep: Class 15 contains 128973 members 
Mstep: Class 16 contains 1232 members 
Mstep: Class 17 contains 15445 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3732 members 
Mstep: Class 20 contains 14687 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 6840 members 
Mstep: Class 24 contains 8728 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 87726 members 
Mstep: Class 27 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614176.000000 Penalty: 94130.875000
Iteration 153Q: 28 clusters Score -1.546142e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 308668 members 
Mstep: Class 2 contains 59364 members 
Mstep: Class 3 contains 19028 members 
Mstep: Class 4 contains 276841 members 
Mstep: Class 5 contains 9829 members 
Mstep: Class 6 contains 22670 members 
Mstep: Class 7 contains 8497 members 
Mstep: Class 8 contains 112735 members 
Mstep: Class 9 contains 31906 members 
Mstep: Class 10 contains 76263 members 
Mstep: Class 11 contains 22667 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 22099 members 
Mstep: Class 14 contains 24808 members 
Mstep: Class 15 contains 129223 members 
Mstep: Class 16 contains 1235 members 
Mstep: Class 17 contains 15453 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3733 members 
Mstep: Class 20 contains 14682 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 6822 members 
Mstep: Class 24 contains 8728 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 87608 members 
Mstep: Class 27 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614048.000000 Penalty: 94130.875000
Iteration 154Q: 28 clusters Score -1.54614e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 308630 members 
Mstep: Class 2 contains 59348 members 
Mstep: Class 3 contains 19027 members 
Mstep: Class 4 contains 276871 members 
Mstep: Class 5 contains 9812 members 
Mstep: Class 6 contains 22660 members 
Mstep: Class 7 contains 8504 members 
Mstep: Class 8 contains 112656 members 
Mstep: Class 9 contains 31920 members 
Mstep: Class 10 contains 76263 members 
Mstep: Class 11 contains 22656 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22099 members 
Mstep: Class 14 contains 24818 members 
Mstep: Class 15 contains 129472 members 
Mstep: Class 16 contains 1239 members 
Mstep: Class 17 contains 15450 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3731 members 
Mstep: Class 20 contains 14680 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 6802 members 
Mstep: Class 24 contains 8728 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 87495 members 
Mstep: Class 27 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613840.000000 Penalty: 94130.875000
Iteration 155Q: 28 clusters Score -1.546138e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 308580 members 
Mstep: Class 2 contains 59326 members 
Mstep: Class 3 contains 19021 members 
Mstep: Class 4 contains 276883 members 
Mstep: Class 5 contains 9809 members 
Mstep: Class 6 contains 22656 members 
Mstep: Class 7 contains 8506 members 
Mstep: Class 8 contains 112575 members 
Mstep: Class 9 contains 31941 members 
Mstep: Class 10 contains 76266 members 
Mstep: Class 11 contains 22643 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22100 members 
Mstep: Class 14 contains 24823 members 
Mstep: Class 15 contains 129750 members 
Mstep: Class 16 contains 1243 members 
Mstep: Class 17 contains 15456 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3728 members 
Mstep: Class 20 contains 14659 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 6785 members 
Mstep: Class 24 contains 8728 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 87383 members 
Mstep: Class 27 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154613968.000000 Penalty: 94130.875000
Iteration 156Q: 28 clusters Score -1.54614e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 308506 members 
Mstep: Class 2 contains 59312 members 
Mstep: Class 3 contains 19023 members 
Mstep: Class 4 contains 276927 members 
Mstep: Class 5 contains 9796 members 
Mstep: Class 6 contains 22654 members 
Mstep: Class 7 contains 8514 members 
Mstep: Class 8 contains 112478 members 
Mstep: Class 9 contains 31961 members 
Mstep: Class 10 contains 76261 members 
Mstep: Class 11 contains 22632 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22101 members 
Mstep: Class 14 contains 24827 members 
Mstep: Class 15 contains 130029 members 
Mstep: Class 16 contains 1244 members 
Mstep: Class 17 contains 15455 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3725 members 
Mstep: Class 20 contains 14643 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 6773 members 
Mstep: Class 24 contains 8728 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 87272 members 
Mstep: Class 27 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614160.000000 Penalty: 94130.875000
Iteration 157Q: 28 clusters Score -1.546142e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 308413 members 
Mstep: Class 2 contains 59275 members 
Mstep: Class 3 contains 19026 members 
Mstep: Class 4 contains 277000 members 
Mstep: Class 5 contains 9779 members 
Mstep: Class 6 contains 22651 members 
Mstep: Class 7 contains 8520 members 
Mstep: Class 8 contains 112389 members 
Mstep: Class 9 contains 31972 members 
Mstep: Class 10 contains 76266 members 
Mstep: Class 11 contains 22619 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22113 members 
Mstep: Class 14 contains 24837 members 
Mstep: Class 15 contains 130273 members 
Mstep: Class 16 contains 1244 members 
Mstep: Class 17 contains 15450 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3717 members 
Mstep: Class 20 contains 14635 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 87197 members 
Mstep: Class 27 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614240.000000 Penalty: 94130.875000
Iteration 158Q: 28 clusters Score -1.546142e+08 nChanged 953
Entering ConstructFrom: 
Score: -154614240.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (308303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308303 members 
Entering Unmasked Estep 
Score: -38225384.000000 Penalty: 3134.432129
	Iteration 0F: 2 clusters Score -3.822538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154135 members 
Mstep: Class 2 contains 154168 members 
Entering Unmasked Estep 
Score: -38033184.000000 Penalty: 6268.864258
	Iteration 0F: 3 clusters Score -3.803318e+07 nChanged 149179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147482 members 
Mstep: Class 2 contains 160821 members 
Entering Unmasked Estep 
Score: -38121880.000000 Penalty: 6268.864258
	Iteration 1F: 3 clusters Score -3.812188e+07 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143733 members 
Mstep: Class 2 contains 164570 members 
Entering Unmasked Estep 
Score: -38123276.000000 Penalty: 6268.864258
	Iteration 2Q: 3 clusters Score -3.812328e+07 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137996 members 
Mstep: Class 2 contains 170307 members 
Entering Unmasked Estep 
Score: -38125456.000000 Penalty: 6268.864258
	Iteration 3Q: 3 clusters Score -3.812546e+07 nChanged 11414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129692 members 
Mstep: Class 2 contains 178611 members 
Entering Unmasked Estep 
Score: -38129152.000000 Penalty: 6268.864258
	Iteration 4Q: 3 clusters Score -3.812915e+07 nChanged 15120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117588 members 
Mstep: Class 2 contains 190715 members 
Entering Unmasked Estep 
Score: -38135832.000000 Penalty: 6268.864258
	Iteration 5Q: 3 clusters Score -3.813583e+07 nChanged 19793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100899 members 
Mstep: Class 2 contains 207404 members 
Entering Unmasked Estep 
Score: -38146656.000000 Penalty: 6268.864258
	Iteration 6F: 3 clusters Score -3.814666e+07 nChanged 23982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80387 members 
Mstep: Class 2 contains 227916 members 
Entering Unmasked Estep 
Score: -38163764.000000 Penalty: 6268.864258
	Iteration 7F: 3 clusters Score -3.816376e+07 nChanged 24861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58734 members 
Mstep: Class 2 contains 249569 members 
Entering Unmasked Estep 
Score: -38184484.000000 Penalty: 6268.864258
	Iteration 8F: 3 clusters Score -3.818448e+07 nChanged 20530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 268075 members 
Entering Unmasked Estep 
Score: -38203528.000000 Penalty: 6268.864258
	Iteration 9F: 3 clusters Score -3.820353e+07 nChanged 14102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 281447 members 
Entering Unmasked Estep 
Score: -38215552.000000 Penalty: 6268.864258
	Iteration 10Q: 3 clusters Score -3.821555e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 288989 members 
Entering Unmasked Estep 
Score: -38221560.000000 Penalty: 6268.864258
	Iteration 11Q: 3 clusters Score -3.822156e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 293019 members 
Entering Unmasked Estep 
Score: -38224304.000000 Penalty: 6268.864258
	Iteration 12Q: 3 clusters Score -3.82243e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 295488 members 
Entering Unmasked Estep 
Score: -38225480.000000 Penalty: 6268.864258
	Iteration 13Q: 3 clusters Score -3.822548e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 297290 members 
Entering Unmasked Estep 
Score: -38226004.000000 Penalty: 6268.864258
	Iteration 14Q: 3 clusters Score -3.8226e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 298742 members 
Entering Unmasked Estep 
Score: -38226280.000000 Penalty: 6268.864258
	Iteration 15Q: 3 clusters Score -3.822628e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 299941 members 
Entering Unmasked Estep 
Score: -38226400.000000 Penalty: 6268.864258
	Iteration 16Q: 3 clusters Score -3.82264e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 301024 members 
Entering Unmasked Estep 
Score: -38226268.000000 Penalty: 6268.864258
	Iteration 17Q: 3 clusters Score -3.822627e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 301942 members 
Entering Unmasked Estep 
Score: -38226100.000000 Penalty: 6268.864258
	Iteration 18Q: 3 clusters Score -3.82261e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 302686 members 
Entering Unmasked Estep 
Score: -38225844.000000 Penalty: 6268.864258
	Iteration 19Q: 3 clusters Score -3.822584e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 303303 members 
Entering Unmasked Estep 
Score: -38225616.000000 Penalty: 6268.864258
	Iteration 20F: 3 clusters Score -3.822562e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 303848 members 
Entering Unmasked Estep 
Score: -38225432.000000 Penalty: 6268.864258
	Iteration 21Q: 3 clusters Score -3.822543e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 304320 members 
Entering Unmasked Estep 
Score: -38225260.000000 Penalty: 6268.864258
	Iteration 22Q: 3 clusters Score -3.822526e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 304751 members 
Entering Unmasked Estep 
Score: -38225028.000000 Penalty: 6268.864258
	Iteration 23Q: 3 clusters Score -3.822503e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 305108 members 
Entering Unmasked Estep 
Score: -38224864.000000 Penalty: 6268.864258
	Iteration 24Q: 3 clusters Score -3.822486e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 305377 members 
Entering Unmasked Estep 
Score: -38224840.000000 Penalty: 6268.864258
	Iteration 25Q: 3 clusters Score -3.822484e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 305605 members 
Entering Unmasked Estep 
Score: -38224744.000000 Penalty: 6268.864258
	Iteration 26Q: 3 clusters Score -3.822474e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 305784 members 
Entering Unmasked Estep 
Score: -38224736.000000 Penalty: 6268.864258
	Iteration 27Q: 3 clusters Score -3.822474e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 305951 members 
Entering Unmasked Estep 
Score: -38224640.000000 Penalty: 6268.864258
	Iteration 28Q: 3 clusters Score -3.822464e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 306099 members 
Entering Unmasked Estep 
Score: -38224584.000000 Penalty: 6268.864258
	Iteration 29Q: 3 clusters Score -3.822458e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 306236 members 
Entering Unmasked Estep 
Score: -38224552.000000 Penalty: 6268.864258
	Iteration 30Q: 3 clusters Score -3.822455e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 306346 members 
Entering Unmasked Estep 
Score: -38224484.000000 Penalty: 6268.864258
	Iteration 31Q: 3 clusters Score -3.822448e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 306429 members 
Entering Unmasked Estep 
Score: -38224448.000000 Penalty: 6268.864258
	Iteration 32Q: 3 clusters Score -3.822445e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 306501 members 
Entering Unmasked Estep 
Score: -38224408.000000 Penalty: 6268.864258
	Iteration 33Q: 3 clusters Score -3.822441e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 306559 members 
Entering Unmasked Estep 
Score: -38224396.000000 Penalty: 6268.864258
	Iteration 34Q: 3 clusters Score -3.82244e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 306608 members 
Entering Unmasked Estep 
Score: -38224372.000000 Penalty: 6268.864258
	Iteration 35Q: 3 clusters Score -3.822437e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 306652 members 
Entering Unmasked Estep 
Score: -38224388.000000 Penalty: 6268.864258
	Iteration 36Q: 3 clusters Score -3.822439e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 306693 members 
Entering Unmasked Estep 
Score: -38224360.000000 Penalty: 6268.864258
	Iteration 37Q: 3 clusters Score -3.822436e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 306730 members 
Entering Unmasked Estep 
Score: -38224312.000000 Penalty: 6268.864258
	Iteration 38Q: 3 clusters Score -3.822431e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 306758 members 
Entering Unmasked Estep 
Score: -38224232.000000 Penalty: 6268.864258
	Iteration 39Q: 3 clusters Score -3.822423e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 306781 members 
Entering Unmasked Estep 
Score: -38224248.000000 Penalty: 6268.864258
	Iteration 40F: 3 clusters Score -3.822425e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 306807 members 
Entering Unmasked Estep 
Score: -38224188.000000 Penalty: 6268.864258
	Iteration 41Q: 3 clusters Score -3.822419e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 306829 members 
Entering Unmasked Estep 
Score: -38224184.000000 Penalty: 6268.864258
	Iteration 42Q: 3 clusters Score -3.822418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 306850 members 
Entering Unmasked Estep 
Score: -38224168.000000 Penalty: 6268.864258
	Iteration 43Q: 3 clusters Score -3.822417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 306868 members 
Entering Unmasked Estep 
Score: -38224140.000000 Penalty: 6268.864258
	Iteration 44Q: 3 clusters Score -3.822414e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 306882 members 
Entering Unmasked Estep 
Score: -38224124.000000 Penalty: 6268.864258
	Iteration 45Q: 3 clusters Score -3.822412e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 306897 members 
Entering Unmasked Estep 
Score: -38224160.000000 Penalty: 6268.864258
	Iteration 46Q: 3 clusters Score -3.822416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 306913 members 
Entering Unmasked Estep 
Score: -38224136.000000 Penalty: 6268.864258
	Iteration 47Q: 3 clusters Score -3.822414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 306926 members 
Entering Unmasked Estep 
Score: -38224140.000000 Penalty: 6268.864258
	Iteration 48Q: 3 clusters Score -3.822414e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 306944 members 
Entering Unmasked Estep 
Score: -38224112.000000 Penalty: 6268.864258
	Iteration 49Q: 3 clusters Score -3.822411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 306955 members 
Entering Unmasked Estep 
Score: -38224108.000000 Penalty: 6268.864258
	Iteration 50Q: 3 clusters Score -3.822411e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 306963 members 
Entering Unmasked Estep 
Score: -38224104.000000 Penalty: 6268.864258
	Iteration 51Q: 3 clusters Score -3.82241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 306971 members 
Entering Unmasked Estep 
Score: -38224100.000000 Penalty: 6268.864258
	Iteration 52Q: 3 clusters Score -3.82241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 306977 members 
Entering Unmasked Estep 
Score: -38224136.000000 Penalty: 6268.864258
	Iteration 53Q: 3 clusters Score -3.822414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 306985 members 
Entering Unmasked Estep 
Score: -38224116.000000 Penalty: 6268.864258
	Iteration 54Q: 3 clusters Score -3.822412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 306990 members 
Entering Unmasked Estep 
Score: -38224120.000000 Penalty: 6268.864258
	Iteration 55Q: 3 clusters Score -3.822412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 306997 members 
Entering Unmasked Estep 
Score: -38224128.000000 Penalty: 6268.864258
	Iteration 56Q: 3 clusters Score -3.822413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 307003 members 
Entering Unmasked Estep 
Score: -38224144.000000 Penalty: 6268.864258
	Iteration 57Q: 3 clusters Score -3.822414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 307006 members 
Entering Unmasked Estep 
Score: -38224116.000000 Penalty: 6268.864258
	Iteration 58Q: 3 clusters Score -3.822412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 307007 members 
Entering Unmasked Estep 
Score: -38224120.000000 Penalty: 6268.864258
	Iteration 59Q: 3 clusters Score -3.822412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 307010 members 
Entering Unmasked Estep 
Score: -38224108.000000 Penalty: 6268.864258
	Iteration 60F: 3 clusters Score -3.822411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 307012 members 
Entering Unmasked Estep 
Score: -38224104.000000 Penalty: 6268.864258
	Iteration 61Q: 3 clusters Score -3.82241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 307014 members 
Entering Unmasked Estep 
Score: -38224096.000000 Penalty: 6268.864258
	Iteration 62Q: 3 clusters Score -3.82241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 307014 members 
Entering Unmasked Estep 
Score: -38224100.000000 Penalty: 6268.864258
	Iteration 63Q: 3 clusters Score -3.82241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 307017 members 
Entering Unmasked Estep 
Score: -38224100.000000 Penalty: 6268.864258
	Iteration 64Q: 3 clusters Score -3.82241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 307019 members 
Entering Unmasked Estep 
Score: -38224068.000000 Penalty: 6268.864258
	Iteration 65Q: 3 clusters Score -3.822407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 307021 members 
Entering Unmasked Estep 
Score: -38224072.000000 Penalty: 6268.864258
	Iteration 66Q: 3 clusters Score -3.822407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 307022 members 
Entering Unmasked Estep 
Score: -38224084.000000 Penalty: 6268.864258
	Iteration 67Q: 3 clusters Score -3.822408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 307023 members 
Entering Unmasked Estep 
Score: -38224088.000000 Penalty: 6268.864258
	Iteration 68Q: 3 clusters Score -3.822409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 307023 members 
Entering Unmasked Estep 
Score: -38224088.000000 Penalty: 6268.864258
	Iteration 69F: 3 clusters Score -3.822409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (59251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Entering Unmasked Estep 
Score: -7444369.000000 Penalty: 2725.405518
	Iteration 0F: 2 clusters Score -7444369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -7404770.000000 Penalty: 5450.811035
	Iteration 0F: 3 clusters Score -7404770 nChanged 27431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -7420209.500000 Penalty: 5450.811035
	Iteration 1F: 3 clusters Score -7420210 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -7421007.500000 Penalty: 5450.811035
	Iteration 2Q: 3 clusters Score -7421008 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -7421833.000000 Penalty: 5450.811035
	Iteration 3Q: 3 clusters Score -7421833 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -7422794.500000 Penalty: 5450.811035
	Iteration 4Q: 3 clusters Score -7422794 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -7423975.000000 Penalty: 5450.811035
	Iteration 5Q: 3 clusters Score -7423975 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -7425513.500000 Penalty: 5450.811035
	Iteration 6Q: 3 clusters Score -7425514 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -7427624.500000 Penalty: 5450.811035
	Iteration 7F: 3 clusters Score -7427624 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -7430353.000000 Penalty: 5450.811035
	Iteration 8F: 3 clusters Score -7430353 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -7433567.500000 Penalty: 5450.811035
	Iteration 9F: 3 clusters Score -7433568 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -7436701.500000 Penalty: 5450.811035
	Iteration 10F: 3 clusters Score -7436702 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -7439118.500000 Penalty: 5450.811035
	Iteration 11Q: 3 clusters Score -7439118 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 57442 members 
Entering Unmasked Estep 
Score: -7440587.500000 Penalty: 5450.811035
	Iteration 12Q: 3 clusters Score -7440588 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 58226 members 
Entering Unmasked Estep 
Score: -7441261.000000 Penalty: 5450.811035
	Iteration 13Q: 3 clusters Score -7441261 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 58561 members 
Entering Unmasked Estep 
Score: -7441554.500000 Penalty: 5450.811035
	Iteration 14Q: 3 clusters Score -7441554 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 58738 members 
Entering Unmasked Estep 
Score: -7441743.000000 Penalty: 5450.811035
	Iteration 15Q: 3 clusters Score -7441743 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 58833 members 
Entering Unmasked Estep 
Score: -7441851.000000 Penalty: 5450.811035
	Iteration 16Q: 3 clusters Score -7441851 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 58878 members 
Entering Unmasked Estep 
Score: -7441895.500000 Penalty: 5450.811035
	Iteration 17Q: 3 clusters Score -7441896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -7441931.500000 Penalty: 5450.811035
	Iteration 18Q: 3 clusters Score -7441932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -7441954.000000 Penalty: 5450.811035
	Iteration 19Q: 3 clusters Score -7441954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
Score: -7441965.000000 Penalty: 5450.811035
	Iteration 20F: 3 clusters Score -7441965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 58941 members 
Entering Unmasked Estep 
Score: -7441976.500000 Penalty: 5450.811035
	Iteration 21Q: 3 clusters Score -7441976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 58943 members 
Entering Unmasked Estep 
Score: -7441979.500000 Penalty: 5450.811035
	Iteration 22Q: 3 clusters Score -7441980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -7441983.500000 Penalty: 5450.811035
	Iteration 23Q: 3 clusters Score -7441984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 58946 members 
Entering Unmasked Estep 
Score: -7441985.000000 Penalty: 5450.811035
	Iteration 24Q: 3 clusters Score -7441985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -7441984.000000 Penalty: 5450.811035
	Iteration 25Q: 3 clusters Score -7441984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -7441984.000000 Penalty: 5450.811035
	Iteration 26F: 3 clusters Score -7441984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Entering Unmasked Estep 
Score: -2383684.250000 Penalty: 2443.735596
	Iteration 0F: 2 clusters Score -2383684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2370179.250000 Penalty: 4887.471191
	Iteration 0F: 3 clusters Score -2370179 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2374657.000000 Penalty: 4887.471191
	Iteration 1F: 3 clusters Score -2374657 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2375112.000000 Penalty: 4887.471191
	Iteration 2F: 3 clusters Score -2375112 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2375583.000000 Penalty: 4887.471191
	Iteration 3F: 3 clusters Score -2375583 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2376129.500000 Penalty: 4887.471191
	Iteration 4F: 3 clusters Score -2376130 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2376785.750000 Penalty: 4887.471191
	Iteration 5F: 3 clusters Score -2376786 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2377616.250000 Penalty: 4887.471191
	Iteration 6F: 3 clusters Score -2377616 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2378597.500000 Penalty: 4887.471191
	Iteration 7F: 3 clusters Score -2378598 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2379628.250000 Penalty: 4887.471191
	Iteration 8F: 3 clusters Score -2379628 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2380459.750000 Penalty: 4887.471191
	Iteration 9Q: 3 clusters Score -2380460 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2380985.500000 Penalty: 4887.471191
	Iteration 10Q: 3 clusters Score -2380986 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2381228.500000 Penalty: 4887.471191
	Iteration 11Q: 3 clusters Score -2381228 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2381333.250000 Penalty: 4887.471191
	Iteration 12Q: 3 clusters Score -2381333 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2381423.750000 Penalty: 4887.471191
	Iteration 13Q: 3 clusters Score -2381424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2381472.750000 Penalty: 4887.471191
	Iteration 14Q: 3 clusters Score -2381473 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2381503.750000 Penalty: 4887.471191
	Iteration 15Q: 3 clusters Score -2381504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2381529.750000 Penalty: 4887.471191
	Iteration 16Q: 3 clusters Score -2381530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2381544.000000 Penalty: 4887.471191
	Iteration 17Q: 3 clusters Score -2381544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2381551.000000 Penalty: 4887.471191
	Iteration 18Q: 3 clusters Score -2381551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2381554.000000 Penalty: 4887.471191
	Iteration 19Q: 3 clusters Score -2381554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2381562.500000 Penalty: 4887.471191
	Iteration 20F: 3 clusters Score -2381562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2381567.250000 Penalty: 4887.471191
	Iteration 21Q: 3 clusters Score -2381567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2381571.000000 Penalty: 4887.471191
	Iteration 22Q: 3 clusters Score -2381571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2381571.000000 Penalty: 4887.471191
	Iteration 23F: 3 clusters Score -2381571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (277104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277104 members 
Entering Unmasked Estep 
Score: -34357484.000000 Penalty: 3107.972900
	Iteration 0F: 2 clusters Score -3.435748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138890 members 
Mstep: Class 2 contains 138214 members 
Entering Unmasked Estep 
Score: -34179404.000000 Penalty: 6215.945801
	Iteration 0F: 3 clusters Score -3.41794e+07 nChanged 133843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147081 members 
Mstep: Class 2 contains 130023 members 
Entering Unmasked Estep 
Score: -34258720.000000 Penalty: 6215.945801
	Iteration 1F: 3 clusters Score -3.425872e+07 nChanged 8423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152098 members 
Mstep: Class 2 contains 125006 members 
Entering Unmasked Estep 
Score: -34261148.000000 Penalty: 6215.945801
	Iteration 2Q: 3 clusters Score -3.426115e+07 nChanged 11259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160207 members 
Mstep: Class 2 contains 116897 members 
Entering Unmasked Estep 
Score: -34265612.000000 Penalty: 6215.945801
	Iteration 3Q: 3 clusters Score -3.426561e+07 nChanged 15517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172774 members 
Mstep: Class 2 contains 104330 members 
Entering Unmasked Estep 
Score: -34274048.000000 Penalty: 6215.945801
	Iteration 4F: 3 clusters Score -3.427405e+07 nChanged 20743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190793 members 
Mstep: Class 2 contains 86311 members 
Entering Unmasked Estep 
Score: -34287952.000000 Penalty: 6215.945801
	Iteration 5F: 3 clusters Score -3.428795e+07 nChanged 24671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213704 members 
Mstep: Class 2 contains 63400 members 
Entering Unmasked Estep 
Score: -34307940.000000 Penalty: 6215.945801
	Iteration 6F: 3 clusters Score -3.430794e+07 nChanged 23844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236770 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -34329580.000000 Penalty: 6215.945801
	Iteration 7F: 3 clusters Score -3.432958e+07 nChanged 16774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253206 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -34345296.000000 Penalty: 6215.945801
	Iteration 8F: 3 clusters Score -3.43453e+07 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261813 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -34353284.000000 Penalty: 6215.945801
	Iteration 9Q: 3 clusters Score -3.435328e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265687 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -34355416.000000 Penalty: 6215.945801
	Iteration 10Q: 3 clusters Score -3.435542e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267946 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -34356200.000000 Penalty: 6215.945801
	Iteration 11Q: 3 clusters Score -3.43562e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269595 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -34356500.000000 Penalty: 6215.945801
	Iteration 12Q: 3 clusters Score -3.43565e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270833 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -34356568.000000 Penalty: 6215.945801
	Iteration 13Q: 3 clusters Score -3.435657e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271788 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -34356600.000000 Penalty: 6215.945801
	Iteration 14Q: 3 clusters Score -3.43566e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272556 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -34356540.000000 Penalty: 6215.945801
	Iteration 15Q: 3 clusters Score -3.435654e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273130 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -34356460.000000 Penalty: 6215.945801
	Iteration 16Q: 3 clusters Score -3.435646e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273539 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -34356468.000000 Penalty: 6215.945801
	Iteration 17Q: 3 clusters Score -3.435647e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273870 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -34356396.000000 Penalty: 6215.945801
	Iteration 18Q: 3 clusters Score -3.43564e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274132 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -34356344.000000 Penalty: 6215.945801
	Iteration 19Q: 3 clusters Score -3.435634e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274317 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -34356292.000000 Penalty: 6215.945801
	Iteration 20F: 3 clusters Score -3.435629e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274454 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -34356260.000000 Penalty: 6215.945801
	Iteration 21Q: 3 clusters Score -3.435626e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274552 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -34356232.000000 Penalty: 6215.945801
	Iteration 22Q: 3 clusters Score -3.435623e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274627 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -34356204.000000 Penalty: 6215.945801
	Iteration 23Q: 3 clusters Score -3.43562e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274692 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -34356164.000000 Penalty: 6215.945801
	Iteration 24Q: 3 clusters Score -3.435616e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274740 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -34356088.000000 Penalty: 6215.945801
	Iteration 25Q: 3 clusters Score -3.435609e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274786 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -34356048.000000 Penalty: 6215.945801
	Iteration 26Q: 3 clusters Score -3.435605e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274826 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -34356064.000000 Penalty: 6215.945801
	Iteration 27Q: 3 clusters Score -3.435606e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274859 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -34356036.000000 Penalty: 6215.945801
	Iteration 28Q: 3 clusters Score -3.435604e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274890 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -34356056.000000 Penalty: 6215.945801
	Iteration 29Q: 3 clusters Score -3.435606e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274915 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -34356064.000000 Penalty: 6215.945801
	Iteration 30Q: 3 clusters Score -3.435606e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274940 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -34356068.000000 Penalty: 6215.945801
	Iteration 31Q: 3 clusters Score -3.435607e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274965 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -34356068.000000 Penalty: 6215.945801
	Iteration 32Q: 3 clusters Score -3.435607e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274979 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -34356072.000000 Penalty: 6215.945801
	Iteration 33Q: 3 clusters Score -3.435607e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274994 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -34356064.000000 Penalty: 6215.945801
	Iteration 34Q: 3 clusters Score -3.435606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275004 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -34356032.000000 Penalty: 6215.945801
	Iteration 35Q: 3 clusters Score -3.435603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275016 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -34356012.000000 Penalty: 6215.945801
	Iteration 36Q: 3 clusters Score -3.435601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275021 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -34356032.000000 Penalty: 6215.945801
	Iteration 37Q: 3 clusters Score -3.435603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275027 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -34356020.000000 Penalty: 6215.945801
	Iteration 38Q: 3 clusters Score -3.435602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275036 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -34356016.000000 Penalty: 6215.945801
	Iteration 39Q: 3 clusters Score -3.435602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275039 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -34356040.000000 Penalty: 6215.945801
	Iteration 40F: 3 clusters Score -3.435604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275042 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -34356020.000000 Penalty: 6215.945801
	Iteration 41Q: 3 clusters Score -3.435602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275044 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -34356020.000000 Penalty: 6215.945801
	Iteration 42Q: 3 clusters Score -3.435602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275044 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -34356020.000000 Penalty: 6215.945801
	Iteration 43F: 3 clusters Score -3.435602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Entering Unmasked Estep 
Score: -1179945.500000 Penalty: 2278.343018
	Iteration 0F: 2 clusters Score -1179946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1172394.500000 Penalty: 4556.686035
	Iteration 0F: 3 clusters Score -1172394 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1174506.375000 Penalty: 4556.686035
	Iteration 1F: 3 clusters Score -1174506 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1174781.625000 Penalty: 4556.686035
	Iteration 2F: 3 clusters Score -1174782 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1175000.750000 Penalty: 4556.686035
	Iteration 3Q: 3 clusters Score -1175001 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1175187.750000 Penalty: 4556.686035
	Iteration 4Q: 3 clusters Score -1175188 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1175333.125000 Penalty: 4556.686035
	Iteration 5Q: 3 clusters Score -1175333 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1175472.625000 Penalty: 4556.686035
	Iteration 6Q: 3 clusters Score -1175473 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1175643.375000 Penalty: 4556.686035
	Iteration 7Q: 3 clusters Score -1175643 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1175838.500000 Penalty: 4556.686035
	Iteration 8Q: 3 clusters Score -1175838 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1176063.250000 Penalty: 4556.686035
	Iteration 9Q: 3 clusters Score -1176063 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1176306.125000 Penalty: 4556.686035
	Iteration 10Q: 3 clusters Score -1176306 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1176545.875000 Penalty: 4556.686035
	Iteration 11Q: 3 clusters Score -1176546 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1176755.375000 Penalty: 4556.686035
	Iteration 12Q: 3 clusters Score -1176755 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1176936.375000 Penalty: 4556.686035
	Iteration 13Q: 3 clusters Score -1176936 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1177080.875000 Penalty: 4556.686035
	Iteration 14Q: 3 clusters Score -1177081 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1177212.125000 Penalty: 4556.686035
	Iteration 15Q: 3 clusters Score -1177212 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1177306.250000 Penalty: 4556.686035
	Iteration 16Q: 3 clusters Score -1177306 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1177398.125000 Penalty: 4556.686035
	Iteration 17Q: 3 clusters Score -1177398 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1177488.125000 Penalty: 4556.686035
	Iteration 18Q: 3 clusters Score -1177488 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1177589.125000 Penalty: 4556.686035
	Iteration 19Q: 3 clusters Score -1177589 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1177679.125000 Penalty: 4556.686035
	Iteration 20F: 3 clusters Score -1177679 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1177759.625000 Penalty: 4556.686035
	Iteration 21Q: 3 clusters Score -1177760 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1177847.750000 Penalty: 4556.686035
	Iteration 22Q: 3 clusters Score -1177848 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1177935.000000 Penalty: 4556.686035
	Iteration 23Q: 3 clusters Score -1177935 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1178021.375000 Penalty: 4556.686035
	Iteration 24Q: 3 clusters Score -1178021 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1178122.250000 Penalty: 4556.686035
	Iteration 25Q: 3 clusters Score -1178122 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1178228.625000 Penalty: 4556.686035
	Iteration 26Q: 3 clusters Score -1178229 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1178321.125000 Penalty: 4556.686035
	Iteration 27Q: 3 clusters Score -1178321 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1178396.125000 Penalty: 4556.686035
	Iteration 28Q: 3 clusters Score -1178396 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1178445.500000 Penalty: 4556.686035
	Iteration 29Q: 3 clusters Score -1178446 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1178473.250000 Penalty: 4556.686035
	Iteration 30Q: 3 clusters Score -1178473 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1178493.875000 Penalty: 4556.686035
	Iteration 31Q: 3 clusters Score -1178494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1178500.875000 Penalty: 4556.686035
	Iteration 32Q: 3 clusters Score -1178501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1178505.000000 Penalty: 4556.686035
	Iteration 33Q: 3 clusters Score -1178505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1178513.250000 Penalty: 4556.686035
	Iteration 34Q: 3 clusters Score -1178513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1178514.875000 Penalty: 4556.686035
	Iteration 35Q: 3 clusters Score -1178515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1178516.375000 Penalty: 4556.686035
	Iteration 36Q: 3 clusters Score -1178516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1178519.625000 Penalty: 4556.686035
	Iteration 37Q: 3 clusters Score -1178520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1178519.750000 Penalty: 4556.686035
	Iteration 38Q: 3 clusters Score -1178520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1178519.500000 Penalty: 4556.686035
	Iteration 39Q: 3 clusters Score -1178520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1178520.625000 Penalty: 4556.686035
	Iteration 40F: 3 clusters Score -1178521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1178522.875000 Penalty: 4556.686035
	Iteration 41Q: 3 clusters Score -1178523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1178524.375000 Penalty: 4556.686035
	Iteration 42Q: 3 clusters Score -1178524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1178526.875000 Penalty: 4556.686035
	Iteration 43Q: 3 clusters Score -1178527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1178526.500000 Penalty: 4556.686035
	Iteration 44Q: 3 clusters Score -1178526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1178527.125000 Penalty: 4556.686035
	Iteration 45Q: 3 clusters Score -1178527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1178527.000000 Penalty: 4556.686035
	Iteration 46Q: 3 clusters Score -1178527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1178527.000000 Penalty: 4556.686035
	Iteration 47F: 3 clusters Score -1178527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Entering Unmasked Estep 
Score: -2767324.000000 Penalty: 2486.933838
	Iteration 0F: 2 clusters Score -2767324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2751543.500000 Penalty: 4973.867676
	Iteration 0F: 3 clusters Score -2751544 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2756920.000000 Penalty: 4973.867676
	Iteration 1F: 3 clusters Score -2756920 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2757217.000000 Penalty: 4973.867676
	Iteration 2Q: 3 clusters Score -2757217 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2757456.000000 Penalty: 4973.867676
	Iteration 3Q: 3 clusters Score -2757456 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2757653.750000 Penalty: 4973.867676
	Iteration 4Q: 3 clusters Score -2757654 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2757831.750000 Penalty: 4973.867676
	Iteration 5Q: 3 clusters Score -2757832 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2757997.000000 Penalty: 4973.867676
	Iteration 6Q: 3 clusters Score -2757997 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2758176.500000 Penalty: 4973.867676
	Iteration 7Q: 3 clusters Score -2758176 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2758328.250000 Penalty: 4973.867676
	Iteration 8Q: 3 clusters Score -2758328 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2758497.750000 Penalty: 4973.867676
	Iteration 9Q: 3 clusters Score -2758498 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2758671.750000 Penalty: 4973.867676
	Iteration 10Q: 3 clusters Score -2758672 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2758916.000000 Penalty: 4973.867676
	Iteration 11Q: 3 clusters Score -2758916 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2759258.000000 Penalty: 4973.867676
	Iteration 12Q: 3 clusters Score -2759258 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2759740.250000 Penalty: 4973.867676
	Iteration 13Q: 3 clusters Score -2759740 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2760284.750000 Penalty: 4973.867676
	Iteration 14Q: 3 clusters Score -2760285 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2760962.500000 Penalty: 4973.867676
	Iteration 15Q: 3 clusters Score -2760962 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2761729.000000 Penalty: 4973.867676
	Iteration 16Q: 3 clusters Score -2761729 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2762549.250000 Penalty: 4973.867676
	Iteration 17Q: 3 clusters Score -2762549 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2763341.250000 Penalty: 4973.867676
	Iteration 18Q: 3 clusters Score -2763341 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2763966.500000 Penalty: 4973.867676
	Iteration 19Q: 3 clusters Score -2763966 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2764356.750000 Penalty: 4973.867676
	Iteration 20F: 3 clusters Score -2764357 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2764624.000000 Penalty: 4973.867676
	Iteration 21Q: 3 clusters Score -2764624 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2764789.250000 Penalty: 4973.867676
	Iteration 22Q: 3 clusters Score -2764789 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2764902.750000 Penalty: 4973.867676
	Iteration 23Q: 3 clusters Score -2764903 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2764985.500000 Penalty: 4973.867676
	Iteration 24Q: 3 clusters Score -2764986 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2765024.000000 Penalty: 4973.867676
	Iteration 25Q: 3 clusters Score -2765024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2765069.750000 Penalty: 4973.867676
	Iteration 26Q: 3 clusters Score -2765070 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2765102.250000 Penalty: 4973.867676
	Iteration 27Q: 3 clusters Score -2765102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2765119.000000 Penalty: 4973.867676
	Iteration 28Q: 3 clusters Score -2765119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2765136.750000 Penalty: 4973.867676
	Iteration 29Q: 3 clusters Score -2765137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2765151.250000 Penalty: 4973.867676
	Iteration 30Q: 3 clusters Score -2765151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2765157.750000 Penalty: 4973.867676
	Iteration 31Q: 3 clusters Score -2765158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2765162.250000 Penalty: 4973.867676
	Iteration 32Q: 3 clusters Score -2765162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2765172.750000 Penalty: 4973.867676
	Iteration 33Q: 3 clusters Score -2765173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2765177.000000 Penalty: 4973.867676
	Iteration 34Q: 3 clusters Score -2765177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2765179.000000 Penalty: 4973.867676
	Iteration 35Q: 3 clusters Score -2765179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2765180.500000 Penalty: 4973.867676
	Iteration 36Q: 3 clusters Score -2765180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2765181.500000 Penalty: 4973.867676
	Iteration 37Q: 3 clusters Score -2765182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2765181.750000 Penalty: 4973.867676
	Iteration 38Q: 3 clusters Score -2765182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2765181.750000 Penalty: 4973.867676
	Iteration 39F: 3 clusters Score -2765182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Entering Unmasked Estep 
Score: -880454.437500 Penalty: 2244.529785
	Iteration 0F: 2 clusters Score -880454.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -873719.937500 Penalty: 4489.059570
	Iteration 0F: 3 clusters Score -873719.9 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -875680.875000 Penalty: 4489.059570
	Iteration 1F: 3 clusters Score -875680.9 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -876228.750000 Penalty: 4489.059570
	Iteration 2F: 3 clusters Score -876228.8 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -877165.250000 Penalty: 4489.059570
	Iteration 3F: 3 clusters Score -877165.2 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -878260.250000 Penalty: 4489.059570
	Iteration 4F: 3 clusters Score -878260.2 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -879362.625000 Penalty: 4489.059570
	Iteration 5F: 3 clusters Score -879362.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -880173.562500 Penalty: 4489.059570
	Iteration 6F: 3 clusters Score -880173.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -880536.937500 Penalty: 4489.059570
	Iteration 7F: 3 clusters Score -880536.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -880683.937500 Penalty: 4489.059570
	Iteration 8Q: 3 clusters Score -880683.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -880778.312500 Penalty: 4489.059570
	Iteration 9Q: 3 clusters Score -880778.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -880856.750000 Penalty: 4489.059570
	Iteration 10Q: 3 clusters Score -880856.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -880925.187500 Penalty: 4489.059570
	Iteration 11Q: 3 clusters Score -880925.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -880975.187500 Penalty: 4489.059570
	Iteration 12Q: 3 clusters Score -880975.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -881000.062500 Penalty: 4489.059570
	Iteration 13Q: 3 clusters Score -881000.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -881011.187500 Penalty: 4489.059570
	Iteration 14Q: 3 clusters Score -881011.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -881017.000000 Penalty: 4489.059570
	Iteration 15Q: 3 clusters Score -881017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -881022.000000 Penalty: 4489.059570
	Iteration 16Q: 3 clusters Score -881022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -881024.250000 Penalty: 4489.059570
	Iteration 17Q: 3 clusters Score -881024.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -881027.250000 Penalty: 4489.059570
	Iteration 18Q: 3 clusters Score -881027.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -881027.812500 Penalty: 4489.059570
	Iteration 19Q: 3 clusters Score -881027.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -881030.375000 Penalty: 4489.059570
	Iteration 20F: 3 clusters Score -881030.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -881034.250000 Penalty: 4489.059570
	Iteration 21Q: 3 clusters Score -881034.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -881035.062500 Penalty: 4489.059570
	Iteration 22Q: 3 clusters Score -881035.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -881035.125000 Penalty: 4489.059570
	Iteration 23Q: 3 clusters Score -881035.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -881035.062500 Penalty: 4489.059570
	Iteration 24Q: 3 clusters Score -881035.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -881037.000000 Penalty: 4489.059570
	Iteration 25Q: 3 clusters Score -881037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -881036.937500 Penalty: 4489.059570
	Iteration 26Q: 3 clusters Score -881036.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -881035.062500 Penalty: 4489.059570
	Iteration 27Q: 3 clusters Score -881035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -881036.500000 Penalty: 4489.059570
	Iteration 28Q: 3 clusters Score -881036.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -881036.500000 Penalty: 4489.059570
	Iteration 29F: 3 clusters Score -881036.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 308303 members 
Mstep: Class 2 contains 59251 members 
Mstep: Class 3 contains 19030 members 
Mstep: Class 4 contains 277104 members 
Mstep: Class 5 contains 9768 members 
Mstep: Class 6 contains 22651 members 
Mstep: Class 7 contains 2878 members 
Mstep: Class 8 contains 112308 members 
Mstep: Class 9 contains 31976 members 
Mstep: Class 10 contains 76266 members 
Mstep: Class 11 contains 22611 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22119 members 
Mstep: Class 14 contains 24854 members 
Mstep: Class 15 contains 130473 members 
Mstep: Class 16 contains 1244 members 
Mstep: Class 17 contains 15445 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3715 members 
Mstep: Class 20 contains 14629 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 87111 members 
Mstep: Class 27 contains 379 members 
Mstep: Class 28 contains 5645 members 
Entering Unmasked Estep 
Score: -154613552.000000 Penalty: 97617.203125
Splitting cluster 7 changes total score from -154614240.000000 to -154613552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (112308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112308 members 
Entering Unmasked Estep 
Score: -14109406.000000 Penalty: 2883.992188
	Iteration 0F: 2 clusters Score -1.410941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55960 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -14034664.000000 Penalty: 5767.984375
	Iteration 0F: 3 clusters Score -1.403466e+07 nChanged 53331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 57835 members 
Entering Unmasked Estep 
Score: -14065307.000000 Penalty: 5767.984375
	Iteration 1F: 3 clusters Score -1.406531e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -14066732.000000 Penalty: 5767.984375
	Iteration 2Q: 3 clusters Score -1.406673e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 59688 members 
Entering Unmasked Estep 
Score: -14068752.000000 Penalty: 5767.984375
	Iteration 3Q: 3 clusters Score -1.406875e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 60920 members 
Entering Unmasked Estep 
Score: -14071421.000000 Penalty: 5767.984375
	Iteration 4Q: 3 clusters Score -1.407142e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -14074822.000000 Penalty: 5767.984375
	Iteration 5F: 3 clusters Score -1.407482e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 63796 members 
Entering Unmasked Estep 
Score: -14078508.000000 Penalty: 5767.984375
	Iteration 6F: 3 clusters Score -1.407851e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 65256 members 
Entering Unmasked Estep 
Score: -14081851.000000 Penalty: 5767.984375
	Iteration 7F: 3 clusters Score -1.408185e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 66821 members 
Entering Unmasked Estep 
Score: -14084863.000000 Penalty: 5767.984375
	Iteration 8F: 3 clusters Score -1.408486e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 68421 members 
Entering Unmasked Estep 
Score: -14087261.000000 Penalty: 5767.984375
	Iteration 9Q: 3 clusters Score -1.408726e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 70076 members 
Entering Unmasked Estep 
Score: -14089358.000000 Penalty: 5767.984375
	Iteration 10Q: 3 clusters Score -1.408936e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 71622 members 
Entering Unmasked Estep 
Score: -14090832.000000 Penalty: 5767.984375
	Iteration 11Q: 3 clusters Score -1.409083e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 73091 members 
Entering Unmasked Estep 
Score: -14091861.000000 Penalty: 5767.984375
	Iteration 12Q: 3 clusters Score -1.409186e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 74565 members 
Entering Unmasked Estep 
Score: -14092651.000000 Penalty: 5767.984375
	Iteration 13Q: 3 clusters Score -1.409265e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
Score: -14093119.000000 Penalty: 5767.984375
	Iteration 14Q: 3 clusters Score -1.409312e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 77583 members 
Entering Unmasked Estep 
Score: -14093673.000000 Penalty: 5767.984375
	Iteration 15Q: 3 clusters Score -1.409367e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 79135 members 
Entering Unmasked Estep 
Score: -14094131.000000 Penalty: 5767.984375
	Iteration 16Q: 3 clusters Score -1.409413e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 80710 members 
Entering Unmasked Estep 
Score: -14094580.000000 Penalty: 5767.984375
	Iteration 17Q: 3 clusters Score -1.409458e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 82336 members 
Entering Unmasked Estep 
Score: -14095035.000000 Penalty: 5767.984375
	Iteration 18Q: 3 clusters Score -1.409504e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 84084 members 
Entering Unmasked Estep 
Score: -14095571.000000 Penalty: 5767.984375
	Iteration 19Q: 3 clusters Score -1.409557e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 85820 members 
Entering Unmasked Estep 
Score: -14096157.000000 Penalty: 5767.984375
	Iteration 20F: 3 clusters Score -1.409616e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 87618 members 
Entering Unmasked Estep 
Score: -14096684.000000 Penalty: 5767.984375
	Iteration 21Q: 3 clusters Score -1.409668e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 89487 members 
Entering Unmasked Estep 
Score: -14097333.000000 Penalty: 5767.984375
	Iteration 22Q: 3 clusters Score -1.409733e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 91344 members 
Entering Unmasked Estep 
Score: -14098038.000000 Penalty: 5767.984375
	Iteration 23Q: 3 clusters Score -1.409804e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 93213 members 
Entering Unmasked Estep 
Score: -14098662.000000 Penalty: 5767.984375
	Iteration 24Q: 3 clusters Score -1.409866e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 95126 members 
Entering Unmasked Estep 
Score: -14099442.000000 Penalty: 5767.984375
	Iteration 25Q: 3 clusters Score -1.409944e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 97007 members 
Entering Unmasked Estep 
Score: -14100202.000000 Penalty: 5767.984375
	Iteration 26Q: 3 clusters Score -1.41002e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 98846 members 
Entering Unmasked Estep 
Score: -14100979.000000 Penalty: 5767.984375
	Iteration 27Q: 3 clusters Score -1.410098e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 100604 members 
Entering Unmasked Estep 
Score: -14101885.000000 Penalty: 5767.984375
	Iteration 28Q: 3 clusters Score -1.410188e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 102252 members 
Entering Unmasked Estep 
Score: -14102619.000000 Penalty: 5767.984375
	Iteration 29Q: 3 clusters Score -1.410262e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 103796 members 
Entering Unmasked Estep 
Score: -14103329.000000 Penalty: 5767.984375
	Iteration 30Q: 3 clusters Score -1.410333e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 105130 members 
Entering Unmasked Estep 
Score: -14103943.000000 Penalty: 5767.984375
	Iteration 31Q: 3 clusters Score -1.410394e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 106358 members 
Entering Unmasked Estep 
Score: -14104578.000000 Penalty: 5767.984375
	Iteration 32Q: 3 clusters Score -1.410458e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 107382 members 
Entering Unmasked Estep 
Score: -14105035.000000 Penalty: 5767.984375
	Iteration 33Q: 3 clusters Score -1.410504e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 108255 members 
Entering Unmasked Estep 
Score: -14105480.000000 Penalty: 5767.984375
	Iteration 34Q: 3 clusters Score -1.410548e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 108969 members 
Entering Unmasked Estep 
Score: -14105847.000000 Penalty: 5767.984375
	Iteration 35Q: 3 clusters Score -1.410585e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 109503 members 
Entering Unmasked Estep 
Score: -14106095.000000 Penalty: 5767.984375
	Iteration 36Q: 3 clusters Score -1.41061e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 109923 members 
Entering Unmasked Estep 
Score: -14106317.000000 Penalty: 5767.984375
	Iteration 37Q: 3 clusters Score -1.410632e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 110226 members 
Entering Unmasked Estep 
Score: -14106395.000000 Penalty: 5767.984375
	Iteration 38Q: 3 clusters Score -1.41064e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 110447 members 
Entering Unmasked Estep 
Score: -14106503.000000 Penalty: 5767.984375
	Iteration 39Q: 3 clusters Score -1.41065e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 110633 members 
Entering Unmasked Estep 
Score: -14106569.000000 Penalty: 5767.984375
	Iteration 40F: 3 clusters Score -1.410657e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 110791 members 
Entering Unmasked Estep 
Score: -14106618.000000 Penalty: 5767.984375
	Iteration 41Q: 3 clusters Score -1.410662e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 110911 members 
Entering Unmasked Estep 
Score: -14106665.000000 Penalty: 5767.984375
	Iteration 42Q: 3 clusters Score -1.410666e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 111014 members 
Entering Unmasked Estep 
Score: -14106742.000000 Penalty: 5767.984375
	Iteration 43Q: 3 clusters Score -1.410674e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 111093 members 
Entering Unmasked Estep 
Score: -14106797.000000 Penalty: 5767.984375
	Iteration 44Q: 3 clusters Score -1.41068e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 111160 members 
Entering Unmasked Estep 
Score: -14106802.000000 Penalty: 5767.984375
	Iteration 45Q: 3 clusters Score -1.41068e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 111214 members 
Entering Unmasked Estep 
Score: -14106849.000000 Penalty: 5767.984375
	Iteration 46Q: 3 clusters Score -1.410685e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 111261 members 
Entering Unmasked Estep 
Score: -14106869.000000 Penalty: 5767.984375
	Iteration 47Q: 3 clusters Score -1.410687e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 111296 members 
Entering Unmasked Estep 
Score: -14106883.000000 Penalty: 5767.984375
	Iteration 48Q: 3 clusters Score -1.410688e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 111324 members 
Entering Unmasked Estep 
Score: -14106896.000000 Penalty: 5767.984375
	Iteration 49Q: 3 clusters Score -1.41069e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 111344 members 
Entering Unmasked Estep 
Score: -14106898.000000 Penalty: 5767.984375
	Iteration 50Q: 3 clusters Score -1.41069e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 111360 members 
Entering Unmasked Estep 
Score: -14106912.000000 Penalty: 5767.984375
	Iteration 51Q: 3 clusters Score -1.410691e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 111382 members 
Entering Unmasked Estep 
Score: -14106938.000000 Penalty: 5767.984375
	Iteration 52Q: 3 clusters Score -1.410694e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 111408 members 
Entering Unmasked Estep 
Score: -14106939.000000 Penalty: 5767.984375
	Iteration 53Q: 3 clusters Score -1.410694e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 111426 members 
Entering Unmasked Estep 
Score: -14106952.000000 Penalty: 5767.984375
	Iteration 54Q: 3 clusters Score -1.410695e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 111438 members 
Entering Unmasked Estep 
Score: -14106970.000000 Penalty: 5767.984375
	Iteration 55Q: 3 clusters Score -1.410697e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 111448 members 
Entering Unmasked Estep 
Score: -14106964.000000 Penalty: 5767.984375
	Iteration 56Q: 3 clusters Score -1.410696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 111456 members 
Entering Unmasked Estep 
Score: -14106978.000000 Penalty: 5767.984375
	Iteration 57Q: 3 clusters Score -1.410698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 111461 members 
Entering Unmasked Estep 
Score: -14106973.000000 Penalty: 5767.984375
	Iteration 58Q: 3 clusters Score -1.410697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 111469 members 
Entering Unmasked Estep 
Score: -14106995.000000 Penalty: 5767.984375
	Iteration 59Q: 3 clusters Score -1.4107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 111475 members 
Entering Unmasked Estep 
Score: -14106994.000000 Penalty: 5767.984375
	Iteration 60F: 3 clusters Score -1.410699e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 111488 members 
Entering Unmasked Estep 
Score: -14107004.000000 Penalty: 5767.984375
	Iteration 61Q: 3 clusters Score -1.4107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 111495 members 
Entering Unmasked Estep 
Score: -14107023.000000 Penalty: 5767.984375
	Iteration 62Q: 3 clusters Score -1.410702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 111498 members 
Entering Unmasked Estep 
Score: -14107025.000000 Penalty: 5767.984375
	Iteration 63Q: 3 clusters Score -1.410702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 111498 members 
Entering Unmasked Estep 
Score: -14107024.000000 Penalty: 5767.984375
	Iteration 64Q: 3 clusters Score -1.410702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 111498 members 
Entering Unmasked Estep 
Score: -14107028.000000 Penalty: 5767.984375
	Iteration 65Q: 3 clusters Score -1.410703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 111500 members 
Entering Unmasked Estep 
Score: -14107026.000000 Penalty: 5767.984375
	Iteration 66Q: 3 clusters Score -1.410703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 111501 members 
Entering Unmasked Estep 
Score: -14107032.000000 Penalty: 5767.984375
	Iteration 67Q: 3 clusters Score -1.410703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 111502 members 
Entering Unmasked Estep 
Score: -14107024.000000 Penalty: 5767.984375
	Iteration 68Q: 3 clusters Score -1.410702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 111503 members 
Entering Unmasked Estep 
Score: -14107014.000000 Penalty: 5767.984375
	Iteration 69Q: 3 clusters Score -1.410701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 111505 members 
Entering Unmasked Estep 
Score: -14107023.000000 Penalty: 5767.984375
	Iteration 70Q: 3 clusters Score -1.410702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 111503 members 
Entering Unmasked Estep 
Score: -14107022.000000 Penalty: 5767.984375
	Iteration 71Q: 3 clusters Score -1.410702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 111503 members 
Entering Unmasked Estep 
Score: -14107028.000000 Penalty: 5767.984375
	Iteration 72Q: 3 clusters Score -1.410703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 111505 members 
Entering Unmasked Estep 
Score: -14107024.000000 Penalty: 5767.984375
	Iteration 73Q: 3 clusters Score -1.410702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 111507 members 
Entering Unmasked Estep 
Score: -14107034.000000 Penalty: 5767.984375
	Iteration 74Q: 3 clusters Score -1.410703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 111507 members 
Entering Unmasked Estep 
Score: -14107034.000000 Penalty: 5767.984375
	Iteration 75F: 3 clusters Score -1.410703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Entering Unmasked Estep 
Score: -3626691.250000 Penalty: 2572.439697
	Iteration 0F: 2 clusters Score -3626691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3604923.250000 Penalty: 5144.879395
	Iteration 0F: 3 clusters Score -3604923 nChanged 14403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -3613180.500000 Penalty: 5144.879395
	Iteration 1F: 3 clusters Score -3613180 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3614177.750000 Penalty: 5144.879395
	Iteration 2F: 3 clusters Score -3614178 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -3615412.000000 Penalty: 5144.879395
	Iteration 3F: 3 clusters Score -3615412 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -3616789.000000 Penalty: 5144.879395
	Iteration 4F: 3 clusters Score -3616789 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -3618224.500000 Penalty: 5144.879395
	Iteration 5F: 3 clusters Score -3618224 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -3619482.000000 Penalty: 5144.879395
	Iteration 6F: 3 clusters Score -3619482 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -3620468.250000 Penalty: 5144.879395
	Iteration 7F: 3 clusters Score -3620468 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -3621128.750000 Penalty: 5144.879395
	Iteration 8Q: 3 clusters Score -3621129 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -3621634.000000 Penalty: 5144.879395
	Iteration 9Q: 3 clusters Score -3621634 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3621977.250000 Penalty: 5144.879395
	Iteration 10Q: 3 clusters Score -3621977 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -3622322.250000 Penalty: 5144.879395
	Iteration 11Q: 3 clusters Score -3622322 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -3622662.500000 Penalty: 5144.879395
	Iteration 12Q: 3 clusters Score -3622662 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -3622990.250000 Penalty: 5144.879395
	Iteration 13Q: 3 clusters Score -3622990 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -3623311.250000 Penalty: 5144.879395
	Iteration 14Q: 3 clusters Score -3623311 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -3623586.500000 Penalty: 5144.879395
	Iteration 15Q: 3 clusters Score -3623586 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -3623815.000000 Penalty: 5144.879395
	Iteration 16Q: 3 clusters Score -3623815 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -3623990.500000 Penalty: 5144.879395
	Iteration 17Q: 3 clusters Score -3623990 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -3624136.000000 Penalty: 5144.879395
	Iteration 18Q: 3 clusters Score -3624136 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -3624236.750000 Penalty: 5144.879395
	Iteration 19Q: 3 clusters Score -3624237 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -3624295.250000 Penalty: 5144.879395
	Iteration 20F: 3 clusters Score -3624295 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -3624340.000000 Penalty: 5144.879395
	Iteration 21Q: 3 clusters Score -3624340 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3624362.250000 Penalty: 5144.879395
	Iteration 22Q: 3 clusters Score -3624362 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -3624396.750000 Penalty: 5144.879395
	Iteration 23Q: 3 clusters Score -3624397 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -3624409.750000 Penalty: 5144.879395
	Iteration 24Q: 3 clusters Score -3624410 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3624427.500000 Penalty: 5144.879395
	Iteration 25Q: 3 clusters Score -3624428 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3624448.250000 Penalty: 5144.879395
	Iteration 26Q: 3 clusters Score -3624448 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -3624461.250000 Penalty: 5144.879395
	Iteration 27Q: 3 clusters Score -3624461 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -3624475.500000 Penalty: 5144.879395
	Iteration 28Q: 3 clusters Score -3624476 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3624488.750000 Penalty: 5144.879395
	Iteration 29Q: 3 clusters Score -3624489 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3624494.750000 Penalty: 5144.879395
	Iteration 30Q: 3 clusters Score -3624495 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -3624492.750000 Penalty: 5144.879395
	Iteration 31Q: 3 clusters Score -3624493 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -3624502.750000 Penalty: 5144.879395
	Iteration 32Q: 3 clusters Score -3624503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3624506.250000 Penalty: 5144.879395
	Iteration 33Q: 3 clusters Score -3624506 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -3624514.250000 Penalty: 5144.879395
	Iteration 34Q: 3 clusters Score -3624514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3624519.250000 Penalty: 5144.879395
	Iteration 35Q: 3 clusters Score -3624519 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3624523.250000 Penalty: 5144.879395
	Iteration 36Q: 3 clusters Score -3624523 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -3624524.500000 Penalty: 5144.879395
	Iteration 37Q: 3 clusters Score -3624524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -3624533.500000 Penalty: 5144.879395
	Iteration 38Q: 3 clusters Score -3624534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3624537.750000 Penalty: 5144.879395
	Iteration 39Q: 3 clusters Score -3624538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -3624547.250000 Penalty: 5144.879395
	Iteration 40F: 3 clusters Score -3624547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3624555.000000 Penalty: 5144.879395
	Iteration 41Q: 3 clusters Score -3624555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3624554.250000 Penalty: 5144.879395
	Iteration 42Q: 3 clusters Score -3624554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -3624558.000000 Penalty: 5144.879395
	Iteration 43Q: 3 clusters Score -3624558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3624559.250000 Penalty: 5144.879395
	Iteration 44Q: 3 clusters Score -3624559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3624568.750000 Penalty: 5144.879395
	Iteration 45Q: 3 clusters Score -3624569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3624569.750000 Penalty: 5144.879395
	Iteration 46Q: 3 clusters Score -3624570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3624570.250000 Penalty: 5144.879395
	Iteration 47Q: 3 clusters Score -3624570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3624573.500000 Penalty: 5144.879395
	Iteration 48Q: 3 clusters Score -3624574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3624575.250000 Penalty: 5144.879395
	Iteration 49Q: 3 clusters Score -3624575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -3624573.750000 Penalty: 5144.879395
	Iteration 50Q: 3 clusters Score -3624574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3624573.000000 Penalty: 5144.879395
	Iteration 51Q: 3 clusters Score -3624573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3624569.500000 Penalty: 5144.879395
	Iteration 52Q: 3 clusters Score -3624570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3624570.000000 Penalty: 5144.879395
	Iteration 53Q: 3 clusters Score -3624570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3624574.500000 Penalty: 5144.879395
	Iteration 54Q: 3 clusters Score -3624574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3624579.250000 Penalty: 5144.879395
	Iteration 55Q: 3 clusters Score -3624579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3624581.000000 Penalty: 5144.879395
	Iteration 56Q: 3 clusters Score -3624581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3624581.250000 Penalty: 5144.879395
	Iteration 57Q: 3 clusters Score -3624581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3624583.750000 Penalty: 5144.879395
	Iteration 58Q: 3 clusters Score -3624584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3624579.750000 Penalty: 5144.879395
	Iteration 59Q: 3 clusters Score -3624580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3624582.500000 Penalty: 5144.879395
	Iteration 60F: 3 clusters Score -3624582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3624583.250000 Penalty: 5144.879395
	Iteration 61Q: 3 clusters Score -3624583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3624584.250000 Penalty: 5144.879395
	Iteration 62Q: 3 clusters Score -3624584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3624589.500000 Penalty: 5144.879395
	Iteration 63Q: 3 clusters Score -3624590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3624586.000000 Penalty: 5144.879395
	Iteration 64Q: 3 clusters Score -3624586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3624591.250000 Penalty: 5144.879395
	Iteration 65Q: 3 clusters Score -3624591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3624591.750000 Penalty: 5144.879395
	Iteration 66Q: 3 clusters Score -3624592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3624590.000000 Penalty: 5144.879395
	Iteration 67Q: 3 clusters Score -3624590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3624589.500000 Penalty: 5144.879395
	Iteration 68Q: 3 clusters Score -3624590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3624588.250000 Penalty: 5144.879395
	Iteration 69Q: 3 clusters Score -3624588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3624586.250000 Penalty: 5144.879395
	Iteration 70Q: 3 clusters Score -3624586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3624591.250000 Penalty: 5144.879395
	Iteration 71Q: 3 clusters Score -3624591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3624593.000000 Penalty: 5144.879395
	Iteration 72Q: 3 clusters Score -3624593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3624587.500000 Penalty: 5144.879395
	Iteration 73Q: 3 clusters Score -3624588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3624595.500000 Penalty: 5144.879395
	Iteration 74Q: 3 clusters Score -3624596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3624600.000000 Penalty: 5144.879395
	Iteration 75Q: 3 clusters Score -3624600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3624604.250000 Penalty: 5144.879395
	Iteration 76Q: 3 clusters Score -3624604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3624608.750000 Penalty: 5144.879395
	Iteration 77Q: 3 clusters Score -3624609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3624603.500000 Penalty: 5144.879395
	Iteration 78Q: 3 clusters Score -3624604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3624605.750000 Penalty: 5144.879395
	Iteration 79Q: 3 clusters Score -3624606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3624607.250000 Penalty: 5144.879395
	Iteration 80F: 3 clusters Score -3624607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3624609.500000 Penalty: 5144.879395
	Iteration 81Q: 3 clusters Score -3624610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3624612.000000 Penalty: 5144.879395
	Iteration 82Q: 3 clusters Score -3624612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -3624605.500000 Penalty: 5144.879395
	Iteration 83Q: 3 clusters Score -3624606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3624605.750000 Penalty: 5144.879395
	Iteration 84Q: 3 clusters Score -3624606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3624606.500000 Penalty: 5144.879395
	Iteration 85Q: 3 clusters Score -3624606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3624608.000000 Penalty: 5144.879395
	Iteration 86Q: 3 clusters Score -3624608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3624608.000000 Penalty: 5144.879395
	Iteration 87Q: 3 clusters Score -3624608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -3624610.500000 Penalty: 5144.879395
	Iteration 88Q: 3 clusters Score -3624610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3624611.500000 Penalty: 5144.879395
	Iteration 89Q: 3 clusters Score -3624612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3624610.750000 Penalty: 5144.879395
	Iteration 90Q: 3 clusters Score -3624611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3624617.750000 Penalty: 5144.879395
	Iteration 91Q: 3 clusters Score -3624618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3624618.750000 Penalty: 5144.879395
	Iteration 92Q: 3 clusters Score -3624619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3624618.750000 Penalty: 5144.879395
	Iteration 93F: 3 clusters Score -3624619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76266 members 
Entering Unmasked Estep 
Score: -9226479.000000 Penalty: 2788.011719
	Iteration 0F: 2 clusters Score -9226479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -9175432.000000 Penalty: 5576.023438
	Iteration 0F: 3 clusters Score -9175432 nChanged 35651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -9195728.000000 Penalty: 5576.023438
	Iteration 1F: 3 clusters Score -9195728 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -9196735.000000 Penalty: 5576.023438
	Iteration 2Q: 3 clusters Score -9196735 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -9198297.000000 Penalty: 5576.023438
	Iteration 3Q: 3 clusters Score -9198297 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -9200658.000000 Penalty: 5576.023438
	Iteration 4F: 3 clusters Score -9200658 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55170 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -9204558.000000 Penalty: 5576.023438
	Iteration 5F: 3 clusters Score -9204558 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -9210138.000000 Penalty: 5576.023438
	Iteration 6F: 3 clusters Score -9210138 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67733 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -9216181.000000 Penalty: 5576.023438
	Iteration 7F: 3 clusters Score -9216181 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72291 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -9220664.000000 Penalty: 5576.023438
	Iteration 8F: 3 clusters Score -9220664 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74585 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -9222836.000000 Penalty: 5576.023438
	Iteration 9Q: 3 clusters Score -9222836 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75470 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -9223626.000000 Penalty: 5576.023438
	Iteration 10Q: 3 clusters Score -9223626 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75760 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9223914.000000 Penalty: 5576.023438
	Iteration 11Q: 3 clusters Score -9223914 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75849 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9224023.000000 Penalty: 5576.023438
	Iteration 12Q: 3 clusters Score -9224023 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75880 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9224091.000000 Penalty: 5576.023438
	Iteration 13Q: 3 clusters Score -9224091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75894 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9224114.000000 Penalty: 5576.023438
	Iteration 14Q: 3 clusters Score -9224114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75909 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9224147.000000 Penalty: 5576.023438
	Iteration 15Q: 3 clusters Score -9224147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75918 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9224155.000000 Penalty: 5576.023438
	Iteration 16Q: 3 clusters Score -9224155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9224163.000000 Penalty: 5576.023438
	Iteration 17Q: 3 clusters Score -9224163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75924 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9224168.000000 Penalty: 5576.023438
	Iteration 18Q: 3 clusters Score -9224168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75925 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9224163.000000 Penalty: 5576.023438
	Iteration 19Q: 3 clusters Score -9224163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75924 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9224173.000000 Penalty: 5576.023438
	Iteration 20F: 3 clusters Score -9224173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Entering Unmasked Estep 
Score: -2830986.250000 Penalty: 2486.495605
	Iteration 0F: 2 clusters Score -2830986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2815222.000000 Penalty: 4972.991211
	Iteration 0F: 3 clusters Score -2815222 nChanged 10073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2820748.750000 Penalty: 4972.991211
	Iteration 1F: 3 clusters Score -2820749 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2821111.000000 Penalty: 4972.991211
	Iteration 2Q: 3 clusters Score -2821111 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2821385.000000 Penalty: 4972.991211
	Iteration 3Q: 3 clusters Score -2821385 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2821674.000000 Penalty: 4972.991211
	Iteration 4Q: 3 clusters Score -2821674 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2821947.500000 Penalty: 4972.991211
	Iteration 5Q: 3 clusters Score -2821948 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2822255.250000 Penalty: 4972.991211
	Iteration 6Q: 3 clusters Score -2822255 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2822660.750000 Penalty: 4972.991211
	Iteration 7Q: 3 clusters Score -2822661 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2823077.250000 Penalty: 4972.991211
	Iteration 8Q: 3 clusters Score -2823077 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2823546.750000 Penalty: 4972.991211
	Iteration 9Q: 3 clusters Score -2823547 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2824086.750000 Penalty: 4972.991211
	Iteration 10Q: 3 clusters Score -2824087 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2824724.500000 Penalty: 4972.991211
	Iteration 11Q: 3 clusters Score -2824724 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2825400.500000 Penalty: 4972.991211
	Iteration 12Q: 3 clusters Score -2825400 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2825985.750000 Penalty: 4972.991211
	Iteration 13Q: 3 clusters Score -2825986 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2826368.500000 Penalty: 4972.991211
	Iteration 14Q: 3 clusters Score -2826368 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2826635.250000 Penalty: 4972.991211
	Iteration 15Q: 3 clusters Score -2826635 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2826842.750000 Penalty: 4972.991211
	Iteration 16Q: 3 clusters Score -2826843 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2826956.750000 Penalty: 4972.991211
	Iteration 17Q: 3 clusters Score -2826957 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2827039.250000 Penalty: 4972.991211
	Iteration 18Q: 3 clusters Score -2827039 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2827100.000000 Penalty: 4972.991211
	Iteration 19Q: 3 clusters Score -2827100 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2827142.250000 Penalty: 4972.991211
	Iteration 20F: 3 clusters Score -2827142 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2827201.000000 Penalty: 4972.991211
	Iteration 21Q: 3 clusters Score -2827201 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2827214.250000 Penalty: 4972.991211
	Iteration 22Q: 3 clusters Score -2827214 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2827255.500000 Penalty: 4972.991211
	Iteration 23Q: 3 clusters Score -2827256 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2827311.000000 Penalty: 4972.991211
	Iteration 24Q: 3 clusters Score -2827311 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2827356.750000 Penalty: 4972.991211
	Iteration 25Q: 3 clusters Score -2827357 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2827418.250000 Penalty: 4972.991211
	Iteration 26Q: 3 clusters Score -2827418 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2827506.000000 Penalty: 4972.991211
	Iteration 27Q: 3 clusters Score -2827506 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2827581.500000 Penalty: 4972.991211
	Iteration 28Q: 3 clusters Score -2827582 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2827655.000000 Penalty: 4972.991211
	Iteration 29Q: 3 clusters Score -2827655 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2827721.750000 Penalty: 4972.991211
	Iteration 30Q: 3 clusters Score -2827722 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2827798.000000 Penalty: 4972.991211
	Iteration 31Q: 3 clusters Score -2827798 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2827855.000000 Penalty: 4972.991211
	Iteration 32Q: 3 clusters Score -2827855 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2827928.750000 Penalty: 4972.991211
	Iteration 33Q: 3 clusters Score -2827929 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2828000.750000 Penalty: 4972.991211
	Iteration 34Q: 3 clusters Score -2828001 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2828070.000000 Penalty: 4972.991211
	Iteration 35Q: 3 clusters Score -2828070 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2828122.500000 Penalty: 4972.991211
	Iteration 36Q: 3 clusters Score -2828122 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2828180.000000 Penalty: 4972.991211
	Iteration 37Q: 3 clusters Score -2828180 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2828215.000000 Penalty: 4972.991211
	Iteration 38Q: 3 clusters Score -2828215 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2828255.250000 Penalty: 4972.991211
	Iteration 39Q: 3 clusters Score -2828255 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2828292.750000 Penalty: 4972.991211
	Iteration 40F: 3 clusters Score -2828293 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2828338.250000 Penalty: 4972.991211
	Iteration 41Q: 3 clusters Score -2828338 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2828359.500000 Penalty: 4972.991211
	Iteration 42Q: 3 clusters Score -2828360 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2828372.250000 Penalty: 4972.991211
	Iteration 43Q: 3 clusters Score -2828372 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2828391.000000 Penalty: 4972.991211
	Iteration 44Q: 3 clusters Score -2828391 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2828407.750000 Penalty: 4972.991211
	Iteration 45Q: 3 clusters Score -2828408 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2828434.500000 Penalty: 4972.991211
	Iteration 46Q: 3 clusters Score -2828434 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2828456.000000 Penalty: 4972.991211
	Iteration 47Q: 3 clusters Score -2828456 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2828480.000000 Penalty: 4972.991211
	Iteration 48Q: 3 clusters Score -2828480 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2828498.250000 Penalty: 4972.991211
	Iteration 49Q: 3 clusters Score -2828498 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2828515.000000 Penalty: 4972.991211
	Iteration 50Q: 3 clusters Score -2828515 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2828526.000000 Penalty: 4972.991211
	Iteration 51Q: 3 clusters Score -2828526 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2828559.500000 Penalty: 4972.991211
	Iteration 52Q: 3 clusters Score -2828560 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2828583.000000 Penalty: 4972.991211
	Iteration 53Q: 3 clusters Score -2828583 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2828601.500000 Penalty: 4972.991211
	Iteration 54Q: 3 clusters Score -2828602 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2828615.250000 Penalty: 4972.991211
	Iteration 55Q: 3 clusters Score -2828615 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2828626.750000 Penalty: 4972.991211
	Iteration 56Q: 3 clusters Score -2828627 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2828632.750000 Penalty: 4972.991211
	Iteration 57Q: 3 clusters Score -2828633 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2828637.250000 Penalty: 4972.991211
	Iteration 58Q: 3 clusters Score -2828637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2828648.750000 Penalty: 4972.991211
	Iteration 59Q: 3 clusters Score -2828649 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2828654.750000 Penalty: 4972.991211
	Iteration 60F: 3 clusters Score -2828655 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2828659.750000 Penalty: 4972.991211
	Iteration 61Q: 3 clusters Score -2828660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2828661.750000 Penalty: 4972.991211
	Iteration 62Q: 3 clusters Score -2828662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2828670.750000 Penalty: 4972.991211
	Iteration 63Q: 3 clusters Score -2828671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2828679.500000 Penalty: 4972.991211
	Iteration 64Q: 3 clusters Score -2828680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2828687.250000 Penalty: 4972.991211
	Iteration 65Q: 3 clusters Score -2828687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2828689.500000 Penalty: 4972.991211
	Iteration 66Q: 3 clusters Score -2828690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2828690.500000 Penalty: 4972.991211
	Iteration 67Q: 3 clusters Score -2828690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2828696.500000 Penalty: 4972.991211
	Iteration 68Q: 3 clusters Score -2828696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2828702.250000 Penalty: 4972.991211
	Iteration 69Q: 3 clusters Score -2828702 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2828715.500000 Penalty: 4972.991211
	Iteration 70Q: 3 clusters Score -2828716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2828718.750000 Penalty: 4972.991211
	Iteration 71Q: 3 clusters Score -2828719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2828725.500000 Penalty: 4972.991211
	Iteration 72Q: 3 clusters Score -2828726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2828732.750000 Penalty: 4972.991211
	Iteration 73Q: 3 clusters Score -2828733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2828733.250000 Penalty: 4972.991211
	Iteration 74Q: 3 clusters Score -2828733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2828746.000000 Penalty: 4972.991211
	Iteration 75Q: 3 clusters Score -2828746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2828760.000000 Penalty: 4972.991211
	Iteration 76Q: 3 clusters Score -2828760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2828767.750000 Penalty: 4972.991211
	Iteration 77Q: 3 clusters Score -2828768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2828772.250000 Penalty: 4972.991211
	Iteration 78Q: 3 clusters Score -2828772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2828776.250000 Penalty: 4972.991211
	Iteration 79Q: 3 clusters Score -2828776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2828782.250000 Penalty: 4972.991211
	Iteration 80F: 3 clusters Score -2828782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2828786.250000 Penalty: 4972.991211
	Iteration 81Q: 3 clusters Score -2828786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2828788.750000 Penalty: 4972.991211
	Iteration 82Q: 3 clusters Score -2828789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2828793.750000 Penalty: 4972.991211
	Iteration 83Q: 3 clusters Score -2828794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2828798.000000 Penalty: 4972.991211
	Iteration 84Q: 3 clusters Score -2828798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2828808.250000 Penalty: 4972.991211
	Iteration 85Q: 3 clusters Score -2828808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2828812.250000 Penalty: 4972.991211
	Iteration 86Q: 3 clusters Score -2828812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2828818.750000 Penalty: 4972.991211
	Iteration 87Q: 3 clusters Score -2828819 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2828834.000000 Penalty: 4972.991211
	Iteration 88Q: 3 clusters Score -2828834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2828836.750000 Penalty: 4972.991211
	Iteration 89Q: 3 clusters Score -2828837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2828844.750000 Penalty: 4972.991211
	Iteration 90Q: 3 clusters Score -2828845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2828850.250000 Penalty: 4972.991211
	Iteration 91Q: 3 clusters Score -2828850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2828853.000000 Penalty: 4972.991211
	Iteration 92Q: 3 clusters Score -2828853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2828856.000000 Penalty: 4972.991211
	Iteration 93Q: 3 clusters Score -2828856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2828859.500000 Penalty: 4972.991211
	Iteration 94Q: 3 clusters Score -2828860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2828862.250000 Penalty: 4972.991211
	Iteration 95Q: 3 clusters Score -2828862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2828873.000000 Penalty: 4972.991211
	Iteration 96Q: 3 clusters Score -2828873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2828878.250000 Penalty: 4972.991211
	Iteration 97Q: 3 clusters Score -2828878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2828884.000000 Penalty: 4972.991211
	Iteration 98Q: 3 clusters Score -2828884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2828888.000000 Penalty: 4972.991211
	Iteration 99Q: 3 clusters Score -2828888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2828894.250000 Penalty: 4972.991211
	Iteration 100F: 3 clusters Score -2828894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2828899.500000 Penalty: 4972.991211
	Iteration 101Q: 3 clusters Score -2828900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2828907.750000 Penalty: 4972.991211
	Iteration 102Q: 3 clusters Score -2828908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2828907.000000 Penalty: 4972.991211
	Iteration 103Q: 3 clusters Score -2828907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2828911.000000 Penalty: 4972.991211
	Iteration 104Q: 3 clusters Score -2828911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2828920.000000 Penalty: 4972.991211
	Iteration 105Q: 3 clusters Score -2828920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2828919.750000 Penalty: 4972.991211
	Iteration 106Q: 3 clusters Score -2828920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2828919.500000 Penalty: 4972.991211
	Iteration 107Q: 3 clusters Score -2828920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2828917.000000 Penalty: 4972.991211
	Iteration 108Q: 3 clusters Score -2828917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2828920.750000 Penalty: 4972.991211
	Iteration 109Q: 3 clusters Score -2828921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2828922.500000 Penalty: 4972.991211
	Iteration 110Q: 3 clusters Score -2828922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2828925.750000 Penalty: 4972.991211
	Iteration 111Q: 3 clusters Score -2828926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2828926.000000 Penalty: 4972.991211
	Iteration 112Q: 3 clusters Score -2828926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2828929.000000 Penalty: 4972.991211
	Iteration 113Q: 3 clusters Score -2828929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2828930.750000 Penalty: 4972.991211
	Iteration 114Q: 3 clusters Score -2828931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2828927.500000 Penalty: 4972.991211
	Iteration 115Q: 3 clusters Score -2828928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2828928.000000 Penalty: 4972.991211
	Iteration 116Q: 3 clusters Score -2828928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2828928.500000 Penalty: 4972.991211
	Iteration 117Q: 3 clusters Score -2828928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2828923.000000 Penalty: 4972.991211
	Iteration 118Q: 3 clusters Score -2828923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2828921.500000 Penalty: 4972.991211
	Iteration 119Q: 3 clusters Score -2828922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2828925.000000 Penalty: 4972.991211
	Iteration 120F: 3 clusters Score -2828925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2828922.250000 Penalty: 4972.991211
	Iteration 121Q: 3 clusters Score -2828922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2828930.000000 Penalty: 4972.991211
	Iteration 122Q: 3 clusters Score -2828930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2828927.750000 Penalty: 4972.991211
	Iteration 123Q: 3 clusters Score -2828928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2828927.500000 Penalty: 4972.991211
	Iteration 124Q: 3 clusters Score -2828928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2828929.500000 Penalty: 4972.991211
	Iteration 125Q: 3 clusters Score -2828930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2828933.000000 Penalty: 4972.991211
	Iteration 126Q: 3 clusters Score -2828933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2828933.750000 Penalty: 4972.991211
	Iteration 127Q: 3 clusters Score -2828934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2828933.000000 Penalty: 4972.991211
	Iteration 128Q: 3 clusters Score -2828933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2828940.000000 Penalty: 4972.991211
	Iteration 129Q: 3 clusters Score -2828940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2828939.500000 Penalty: 4972.991211
	Iteration 130Q: 3 clusters Score -2828940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2828941.000000 Penalty: 4972.991211
	Iteration 131Q: 3 clusters Score -2828941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2828939.750000 Penalty: 4972.991211
	Iteration 132Q: 3 clusters Score -2828940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2828941.750000 Penalty: 4972.991211
	Iteration 133Q: 3 clusters Score -2828942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2828942.000000 Penalty: 4972.991211
	Iteration 134Q: 3 clusters Score -2828942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2828943.250000 Penalty: 4972.991211
	Iteration 135Q: 3 clusters Score -2828943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2828946.250000 Penalty: 4972.991211
	Iteration 136Q: 3 clusters Score -2828946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2828945.000000 Penalty: 4972.991211
	Iteration 137Q: 3 clusters Score -2828945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2828947.500000 Penalty: 4972.991211
	Iteration 138Q: 3 clusters Score -2828948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2828947.000000 Penalty: 4972.991211
	Iteration 139Q: 3 clusters Score -2828947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2828951.000000 Penalty: 4972.991211
	Iteration 140F: 3 clusters Score -2828951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2828953.750000 Penalty: 4972.991211
	Iteration 141Q: 3 clusters Score -2828954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2828955.250000 Penalty: 4972.991211
	Iteration 142Q: 3 clusters Score -2828955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2828950.250000 Penalty: 4972.991211
	Iteration 143Q: 3 clusters Score -2828950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2828961.250000 Penalty: 4972.991211
	Iteration 144Q: 3 clusters Score -2828961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2828966.000000 Penalty: 4972.991211
	Iteration 145Q: 3 clusters Score -2828966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2828964.750000 Penalty: 4972.991211
	Iteration 146Q: 3 clusters Score -2828965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2828968.250000 Penalty: 4972.991211
	Iteration 147Q: 3 clusters Score -2828968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2828966.500000 Penalty: 4972.991211
	Iteration 148Q: 3 clusters Score -2828966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2828972.250000 Penalty: 4972.991211
	Iteration 149Q: 3 clusters Score -2828972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2828975.500000 Penalty: 4972.991211
	Iteration 150Q: 3 clusters Score -2828976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2828977.250000 Penalty: 4972.991211
	Iteration 151Q: 3 clusters Score -2828977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2828976.750000 Penalty: 4972.991211
	Iteration 152Q: 3 clusters Score -2828977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2828976.500000 Penalty: 4972.991211
	Iteration 153Q: 3 clusters Score -2828976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2828981.000000 Penalty: 4972.991211
	Iteration 154Q: 3 clusters Score -2828981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2828978.000000 Penalty: 4972.991211
	Iteration 155Q: 3 clusters Score -2828978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2828980.000000 Penalty: 4972.991211
	Iteration 156Q: 3 clusters Score -2828980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2828984.250000 Penalty: 4972.991211
	Iteration 157Q: 3 clusters Score -2828984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2828981.500000 Penalty: 4972.991211
	Iteration 158Q: 3 clusters Score -2828982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2828979.500000 Penalty: 4972.991211
	Iteration 159Q: 3 clusters Score -2828980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2828984.250000 Penalty: 4972.991211
	Iteration 160F: 3 clusters Score -2828984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2828981.250000 Penalty: 4972.991211
	Iteration 161Q: 3 clusters Score -2828981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2828988.000000 Penalty: 4972.991211
	Iteration 162Q: 3 clusters Score -2828988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2828987.000000 Penalty: 4972.991211
	Iteration 163Q: 3 clusters Score -2828987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2828984.750000 Penalty: 4972.991211
	Iteration 164Q: 3 clusters Score -2828985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2828990.000000 Penalty: 4972.991211
	Iteration 165Q: 3 clusters Score -2828990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2828986.250000 Penalty: 4972.991211
	Iteration 166Q: 3 clusters Score -2828986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2828985.250000 Penalty: 4972.991211
	Iteration 167Q: 3 clusters Score -2828985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2828987.500000 Penalty: 4972.991211
	Iteration 168Q: 3 clusters Score -2828988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2828992.250000 Penalty: 4972.991211
	Iteration 169Q: 3 clusters Score -2828992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2828996.000000 Penalty: 4972.991211
	Iteration 170Q: 3 clusters Score -2828996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2828992.500000 Penalty: 4972.991211
	Iteration 171Q: 3 clusters Score -2828992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2828997.750000 Penalty: 4972.991211
	Iteration 172Q: 3 clusters Score -2828998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2829000.500000 Penalty: 4972.991211
	Iteration 173Q: 3 clusters Score -2829000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2828997.750000 Penalty: 4972.991211
	Iteration 174Q: 3 clusters Score -2828998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2829004.000000 Penalty: 4972.991211
	Iteration 175Q: 3 clusters Score -2829004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2829006.500000 Penalty: 4972.991211
	Iteration 176Q: 3 clusters Score -2829006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2829003.500000 Penalty: 4972.991211
	Iteration 177Q: 3 clusters Score -2829004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2829007.500000 Penalty: 4972.991211
	Iteration 178Q: 3 clusters Score -2829008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2829013.000000 Penalty: 4972.991211
	Iteration 179Q: 3 clusters Score -2829013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2829019.000000 Penalty: 4972.991211
	Iteration 180F: 3 clusters Score -2829019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2829014.500000 Penalty: 4972.991211
	Iteration 181Q: 3 clusters Score -2829014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2829021.000000 Penalty: 4972.991211
	Iteration 182Q: 3 clusters Score -2829021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2829016.750000 Penalty: 4972.991211
	Iteration 183Q: 3 clusters Score -2829017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2829017.500000 Penalty: 4972.991211
	Iteration 184Q: 3 clusters Score -2829018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2829016.250000 Penalty: 4972.991211
	Iteration 185Q: 3 clusters Score -2829016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2829020.500000 Penalty: 4972.991211
	Iteration 186Q: 3 clusters Score -2829020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2829021.250000 Penalty: 4972.991211
	Iteration 187Q: 3 clusters Score -2829021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2829020.750000 Penalty: 4972.991211
	Iteration 188Q: 3 clusters Score -2829021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2829021.250000 Penalty: 4972.991211
	Iteration 189Q: 3 clusters Score -2829021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2829021.250000 Penalty: 4972.991211
	Iteration 190Q: 3 clusters Score -2829021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2829021.250000 Penalty: 4972.991211
	Iteration 191F: 3 clusters Score -2829021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Entering Unmasked Estep 
Score: -491852.718750 Penalty: 2068.255371
	Iteration 0F: 2 clusters Score -491852.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -487916.093750 Penalty: 4136.510742
	Iteration 0F: 3 clusters Score -487916.1 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -488795.656250 Penalty: 4136.510742
	Iteration 1F: 3 clusters Score -488795.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -489034.000000 Penalty: 4136.510742
	Iteration 2F: 3 clusters Score -489034 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -489198.906250 Penalty: 4136.510742
	Iteration 3F: 3 clusters Score -489198.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -489313.250000 Penalty: 4136.510742
	Iteration 4Q: 3 clusters Score -489313.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -489397.968750 Penalty: 4136.510742
	Iteration 5Q: 3 clusters Score -489398 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -489482.906250 Penalty: 4136.510742
	Iteration 6Q: 3 clusters Score -489482.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -489569.312500 Penalty: 4136.510742
	Iteration 7Q: 3 clusters Score -489569.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -489636.468750 Penalty: 4136.510742
	Iteration 8Q: 3 clusters Score -489636.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -489694.406250 Penalty: 4136.510742
	Iteration 9Q: 3 clusters Score -489694.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -489748.843750 Penalty: 4136.510742
	Iteration 10Q: 3 clusters Score -489748.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -489796.937500 Penalty: 4136.510742
	Iteration 11Q: 3 clusters Score -489796.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -489842.500000 Penalty: 4136.510742
	Iteration 12Q: 3 clusters Score -489842.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -489892.000000 Penalty: 4136.510742
	Iteration 13Q: 3 clusters Score -489892 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -489928.937500 Penalty: 4136.510742
	Iteration 14Q: 3 clusters Score -489928.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -489960.375000 Penalty: 4136.510742
	Iteration 15Q: 3 clusters Score -489960.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -489992.875000 Penalty: 4136.510742
	Iteration 16Q: 3 clusters Score -489992.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -490018.750000 Penalty: 4136.510742
	Iteration 17Q: 3 clusters Score -490018.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -490034.500000 Penalty: 4136.510742
	Iteration 18Q: 3 clusters Score -490034.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -490048.312500 Penalty: 4136.510742
	Iteration 19Q: 3 clusters Score -490048.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -490061.031250 Penalty: 4136.510742
	Iteration 20F: 3 clusters Score -490061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -490071.781250 Penalty: 4136.510742
	Iteration 21Q: 3 clusters Score -490071.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -490077.812500 Penalty: 4136.510742
	Iteration 22Q: 3 clusters Score -490077.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -490084.968750 Penalty: 4136.510742
	Iteration 23Q: 3 clusters Score -490085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -490092.031250 Penalty: 4136.510742
	Iteration 24Q: 3 clusters Score -490092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -490097.906250 Penalty: 4136.510742
	Iteration 25Q: 3 clusters Score -490097.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -490103.750000 Penalty: 4136.510742
	Iteration 26Q: 3 clusters Score -490103.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -490108.312500 Penalty: 4136.510742
	Iteration 27Q: 3 clusters Score -490108.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -490113.593750 Penalty: 4136.510742
	Iteration 28Q: 3 clusters Score -490113.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -490117.406250 Penalty: 4136.510742
	Iteration 29Q: 3 clusters Score -490117.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -490125.937500 Penalty: 4136.510742
	Iteration 30Q: 3 clusters Score -490125.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -490132.031250 Penalty: 4136.510742
	Iteration 31Q: 3 clusters Score -490132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -490140.000000 Penalty: 4136.510742
	Iteration 32Q: 3 clusters Score -490140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -490148.937500 Penalty: 4136.510742
	Iteration 33Q: 3 clusters Score -490148.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -490153.218750 Penalty: 4136.510742
	Iteration 34Q: 3 clusters Score -490153.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -490157.031250 Penalty: 4136.510742
	Iteration 35Q: 3 clusters Score -490157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -490161.093750 Penalty: 4136.510742
	Iteration 36Q: 3 clusters Score -490161.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -490164.968750 Penalty: 4136.510742
	Iteration 37Q: 3 clusters Score -490165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -490167.562500 Penalty: 4136.510742
	Iteration 38Q: 3 clusters Score -490167.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -490169.875000 Penalty: 4136.510742
	Iteration 39Q: 3 clusters Score -490169.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -490172.843750 Penalty: 4136.510742
	Iteration 40F: 3 clusters Score -490172.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -490175.500000 Penalty: 4136.510742
	Iteration 41Q: 3 clusters Score -490175.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -490176.031250 Penalty: 4136.510742
	Iteration 42Q: 3 clusters Score -490176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -490179.125000 Penalty: 4136.510742
	Iteration 43Q: 3 clusters Score -490179.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -490183.312500 Penalty: 4136.510742
	Iteration 44Q: 3 clusters Score -490183.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -490185.625000 Penalty: 4136.510742
	Iteration 45Q: 3 clusters Score -490185.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -490188.968750 Penalty: 4136.510742
	Iteration 46Q: 3 clusters Score -490189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -490191.062500 Penalty: 4136.510742
	Iteration 47Q: 3 clusters Score -490191.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -490195.156250 Penalty: 4136.510742
	Iteration 48Q: 3 clusters Score -490195.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -490196.625000 Penalty: 4136.510742
	Iteration 49Q: 3 clusters Score -490196.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -490197.875000 Penalty: 4136.510742
	Iteration 50Q: 3 clusters Score -490197.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -490199.343750 Penalty: 4136.510742
	Iteration 51Q: 3 clusters Score -490199.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -490200.968750 Penalty: 4136.510742
	Iteration 52Q: 3 clusters Score -490201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -490202.718750 Penalty: 4136.510742
	Iteration 53Q: 3 clusters Score -490202.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -490204.343750 Penalty: 4136.510742
	Iteration 54Q: 3 clusters Score -490204.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -490205.750000 Penalty: 4136.510742
	Iteration 55Q: 3 clusters Score -490205.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -490208.406250 Penalty: 4136.510742
	Iteration 56Q: 3 clusters Score -490208.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -490209.937500 Penalty: 4136.510742
	Iteration 57Q: 3 clusters Score -490209.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -490212.125000 Penalty: 4136.510742
	Iteration 58Q: 3 clusters Score -490212.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -490215.875000 Penalty: 4136.510742
	Iteration 59Q: 3 clusters Score -490215.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -490217.875000 Penalty: 4136.510742
	Iteration 60F: 3 clusters Score -490217.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -490220.593750 Penalty: 4136.510742
	Iteration 61Q: 3 clusters Score -490220.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -490221.562500 Penalty: 4136.510742
	Iteration 62Q: 3 clusters Score -490221.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -490222.031250 Penalty: 4136.510742
	Iteration 63Q: 3 clusters Score -490222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -490223.906250 Penalty: 4136.510742
	Iteration 64Q: 3 clusters Score -490223.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -490223.781250 Penalty: 4136.510742
	Iteration 65Q: 3 clusters Score -490223.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -490225.531250 Penalty: 4136.510742
	Iteration 66Q: 3 clusters Score -490225.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -490229.625000 Penalty: 4136.510742
	Iteration 67Q: 3 clusters Score -490229.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -490231.593750 Penalty: 4136.510742
	Iteration 68Q: 3 clusters Score -490231.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -490233.625000 Penalty: 4136.510742
	Iteration 69Q: 3 clusters Score -490233.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -490234.281250 Penalty: 4136.510742
	Iteration 70Q: 3 clusters Score -490234.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -490234.750000 Penalty: 4136.510742
	Iteration 71Q: 3 clusters Score -490234.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -490235.375000 Penalty: 4136.510742
	Iteration 72Q: 3 clusters Score -490235.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -490235.375000 Penalty: 4136.510742
	Iteration 73F: 3 clusters Score -490235.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Entering Unmasked Estep 
Score: -2724028.500000 Penalty: 2481.039795
	Iteration 0F: 2 clusters Score -2724028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2708561.250000 Penalty: 4962.079590
	Iteration 0F: 3 clusters Score -2708561 nChanged 9828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2713744.500000 Penalty: 4962.079590
	Iteration 1F: 3 clusters Score -2713744 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2714128.500000 Penalty: 4962.079590
	Iteration 2Q: 3 clusters Score -2714128 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2714457.250000 Penalty: 4962.079590
	Iteration 3Q: 3 clusters Score -2714457 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2714762.000000 Penalty: 4962.079590
	Iteration 4Q: 3 clusters Score -2714762 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2715131.750000 Penalty: 4962.079590
	Iteration 5Q: 3 clusters Score -2715132 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2715552.750000 Penalty: 4962.079590
	Iteration 6Q: 3 clusters Score -2715553 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2716027.500000 Penalty: 4962.079590
	Iteration 7Q: 3 clusters Score -2716028 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2716575.000000 Penalty: 4962.079590
	Iteration 8Q: 3 clusters Score -2716575 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2717283.500000 Penalty: 4962.079590
	Iteration 9F: 3 clusters Score -2717284 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2718036.000000 Penalty: 4962.079590
	Iteration 10F: 3 clusters Score -2718036 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2718811.750000 Penalty: 4962.079590
	Iteration 11F: 3 clusters Score -2718812 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2719613.250000 Penalty: 4962.079590
	Iteration 12F: 3 clusters Score -2719613 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2720295.750000 Penalty: 4962.079590
	Iteration 13Q: 3 clusters Score -2720296 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2720817.750000 Penalty: 4962.079590
	Iteration 14Q: 3 clusters Score -2720818 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2721183.250000 Penalty: 4962.079590
	Iteration 15Q: 3 clusters Score -2721183 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2721406.250000 Penalty: 4962.079590
	Iteration 16Q: 3 clusters Score -2721406 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2721564.750000 Penalty: 4962.079590
	Iteration 17Q: 3 clusters Score -2721565 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2721664.500000 Penalty: 4962.079590
	Iteration 18Q: 3 clusters Score -2721664 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2721739.250000 Penalty: 4962.079590
	Iteration 19Q: 3 clusters Score -2721739 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2721797.000000 Penalty: 4962.079590
	Iteration 20F: 3 clusters Score -2721797 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2721829.000000 Penalty: 4962.079590
	Iteration 21Q: 3 clusters Score -2721829 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2721857.750000 Penalty: 4962.079590
	Iteration 22Q: 3 clusters Score -2721858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2721873.000000 Penalty: 4962.079590
	Iteration 23Q: 3 clusters Score -2721873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2721887.000000 Penalty: 4962.079590
	Iteration 24Q: 3 clusters Score -2721887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2721888.750000 Penalty: 4962.079590
	Iteration 25Q: 3 clusters Score -2721889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2721891.000000 Penalty: 4962.079590
	Iteration 26Q: 3 clusters Score -2721891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2721891.000000 Penalty: 4962.079590
	Iteration 27F: 3 clusters Score -2721891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Entering Unmasked Estep 
Score: -2997904.500000 Penalty: 2509.951904
	Iteration 0F: 2 clusters Score -2997904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2980611.250000 Penalty: 5019.903809
	Iteration 0F: 3 clusters Score -2980611 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2986663.750000 Penalty: 5019.903809
	Iteration 1F: 3 clusters Score -2986664 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2987105.250000 Penalty: 5019.903809
	Iteration 2F: 3 clusters Score -2987105 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2987541.750000 Penalty: 5019.903809
	Iteration 3Q: 3 clusters Score -2987542 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2987986.250000 Penalty: 5019.903809
	Iteration 4Q: 3 clusters Score -2987986 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2988517.000000 Penalty: 5019.903809
	Iteration 5Q: 3 clusters Score -2988517 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2989236.500000 Penalty: 5019.903809
	Iteration 6F: 3 clusters Score -2989236 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2990220.500000 Penalty: 5019.903809
	Iteration 7F: 3 clusters Score -2990220 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2991403.500000 Penalty: 5019.903809
	Iteration 8F: 3 clusters Score -2991404 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2992742.000000 Penalty: 5019.903809
	Iteration 9F: 3 clusters Score -2992742 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2993938.250000 Penalty: 5019.903809
	Iteration 10F: 3 clusters Score -2993938 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -2994894.250000 Penalty: 5019.903809
	Iteration 11Q: 3 clusters Score -2994894 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -2995415.000000 Penalty: 5019.903809
	Iteration 12Q: 3 clusters Score -2995415 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -2995688.750000 Penalty: 5019.903809
	Iteration 13Q: 3 clusters Score -2995689 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -2995786.250000 Penalty: 5019.903809
	Iteration 14Q: 3 clusters Score -2995786 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -2995850.250000 Penalty: 5019.903809
	Iteration 15Q: 3 clusters Score -2995850 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -2995913.500000 Penalty: 5019.903809
	Iteration 16Q: 3 clusters Score -2995914 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -2995946.750000 Penalty: 5019.903809
	Iteration 17Q: 3 clusters Score -2995947 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -2995990.750000 Penalty: 5019.903809
	Iteration 18Q: 3 clusters Score -2995991 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -2996042.000000 Penalty: 5019.903809
	Iteration 19Q: 3 clusters Score -2996042 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -2996085.750000 Penalty: 5019.903809
	Iteration 20F: 3 clusters Score -2996086 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -2996127.500000 Penalty: 5019.903809
	Iteration 21Q: 3 clusters Score -2996128 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2996155.500000 Penalty: 5019.903809
	Iteration 22Q: 3 clusters Score -2996156 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -2996196.500000 Penalty: 5019.903809
	Iteration 23Q: 3 clusters Score -2996196 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -2996231.750000 Penalty: 5019.903809
	Iteration 24Q: 3 clusters Score -2996232 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -2996276.750000 Penalty: 5019.903809
	Iteration 25Q: 3 clusters Score -2996277 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -2996302.500000 Penalty: 5019.903809
	Iteration 26Q: 3 clusters Score -2996302 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -2996316.000000 Penalty: 5019.903809
	Iteration 27Q: 3 clusters Score -2996316 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -2996342.500000 Penalty: 5019.903809
	Iteration 28Q: 3 clusters Score -2996342 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -2996366.750000 Penalty: 5019.903809
	Iteration 29Q: 3 clusters Score -2996367 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -2996386.000000 Penalty: 5019.903809
	Iteration 30Q: 3 clusters Score -2996386 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -2996404.750000 Penalty: 5019.903809
	Iteration 31Q: 3 clusters Score -2996405 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -2996419.500000 Penalty: 5019.903809
	Iteration 32Q: 3 clusters Score -2996420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -2996428.750000 Penalty: 5019.903809
	Iteration 33Q: 3 clusters Score -2996429 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -2996446.000000 Penalty: 5019.903809
	Iteration 34Q: 3 clusters Score -2996446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -2996472.000000 Penalty: 5019.903809
	Iteration 35Q: 3 clusters Score -2996472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -2996475.250000 Penalty: 5019.903809
	Iteration 36Q: 3 clusters Score -2996475 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -2996488.000000 Penalty: 5019.903809
	Iteration 37Q: 3 clusters Score -2996488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -2996487.250000 Penalty: 5019.903809
	Iteration 38Q: 3 clusters Score -2996487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -2996500.250000 Penalty: 5019.903809
	Iteration 39Q: 3 clusters Score -2996500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -2996511.500000 Penalty: 5019.903809
	Iteration 40F: 3 clusters Score -2996512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -2996516.250000 Penalty: 5019.903809
	Iteration 41Q: 3 clusters Score -2996516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -2996521.000000 Penalty: 5019.903809
	Iteration 42Q: 3 clusters Score -2996521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -2996523.500000 Penalty: 5019.903809
	Iteration 43Q: 3 clusters Score -2996524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -2996522.500000 Penalty: 5019.903809
	Iteration 44Q: 3 clusters Score -2996522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -2996525.750000 Penalty: 5019.903809
	Iteration 45Q: 3 clusters Score -2996526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -2996527.250000 Penalty: 5019.903809
	Iteration 46Q: 3 clusters Score -2996527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -2996529.500000 Penalty: 5019.903809
	Iteration 47Q: 3 clusters Score -2996530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -2996536.250000 Penalty: 5019.903809
	Iteration 48Q: 3 clusters Score -2996536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -2996530.500000 Penalty: 5019.903809
	Iteration 49Q: 3 clusters Score -2996530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -2996535.750000 Penalty: 5019.903809
	Iteration 50Q: 3 clusters Score -2996536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -2996535.500000 Penalty: 5019.903809
	Iteration 51Q: 3 clusters Score -2996536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -2996534.500000 Penalty: 5019.903809
	Iteration 52Q: 3 clusters Score -2996534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -2996540.000000 Penalty: 5019.903809
	Iteration 53Q: 3 clusters Score -2996540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -2996541.750000 Penalty: 5019.903809
	Iteration 54Q: 3 clusters Score -2996542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -2996541.750000 Penalty: 5019.903809
	Iteration 55Q: 3 clusters Score -2996542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -2996543.000000 Penalty: 5019.903809
	Iteration 56Q: 3 clusters Score -2996543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -2996545.250000 Penalty: 5019.903809
	Iteration 57Q: 3 clusters Score -2996545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -2996540.750000 Penalty: 5019.903809
	Iteration 58Q: 3 clusters Score -2996541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -2996546.500000 Penalty: 5019.903809
	Iteration 59Q: 3 clusters Score -2996546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -2996544.500000 Penalty: 5019.903809
	Iteration 60F: 3 clusters Score -2996544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -2996546.250000 Penalty: 5019.903809
	Iteration 61Q: 3 clusters Score -2996546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -2996546.250000 Penalty: 5019.903809
	Iteration 62F: 3 clusters Score -2996546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (130473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130473 members 
Entering Unmasked Estep 
Score: -16366472.000000 Penalty: 2921.172363
	Iteration 0F: 2 clusters Score -1.636647e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 65327 members 
Entering Unmasked Estep 
Score: -16279287.000000 Penalty: 5842.344727
	Iteration 0F: 3 clusters Score -1.627929e+07 nChanged 62078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61696 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -16315394.000000 Penalty: 5842.344727
	Iteration 1F: 3 clusters Score -1.631539e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Mstep: Class 2 contains 71016 members 
Entering Unmasked Estep 
Score: -16317166.000000 Penalty: 5842.344727
	Iteration 2Q: 3 clusters Score -1.631717e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56034 members 
Mstep: Class 2 contains 74439 members 
Entering Unmasked Estep 
Score: -16320048.000000 Penalty: 5842.344727
	Iteration 3Q: 3 clusters Score -1.632005e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 79475 members 
Entering Unmasked Estep 
Score: -16324354.000000 Penalty: 5842.344727
	Iteration 4F: 3 clusters Score -1.632435e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 86427 members 
Entering Unmasked Estep 
Score: -16330711.000000 Penalty: 5842.344727
	Iteration 5F: 3 clusters Score -1.633071e+07 nChanged 10277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 94878 members 
Entering Unmasked Estep 
Score: -16338973.000000 Penalty: 5842.344727
	Iteration 6F: 3 clusters Score -1.633897e+07 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 103539 members 
Entering Unmasked Estep 
Score: -16347272.000000 Penalty: 5842.344727
	Iteration 7F: 3 clusters Score -1.634727e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 110518 members 
Entering Unmasked Estep 
Score: -16354030.000000 Penalty: 5842.344727
	Iteration 8F: 3 clusters Score -1.635403e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 115351 members 
Entering Unmasked Estep 
Score: -16358302.000000 Penalty: 5842.344727
	Iteration 9Q: 3 clusters Score -1.63583e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 118522 members 
Entering Unmasked Estep 
Score: -16360803.000000 Penalty: 5842.344727
	Iteration 10Q: 3 clusters Score -1.63608e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 120580 members 
Entering Unmasked Estep 
Score: -16362110.000000 Penalty: 5842.344727
	Iteration 11Q: 3 clusters Score -1.636211e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 122122 members 
Entering Unmasked Estep 
Score: -16362973.000000 Penalty: 5842.344727
	Iteration 12Q: 3 clusters Score -1.636297e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 123287 members 
Entering Unmasked Estep 
Score: -16363611.000000 Penalty: 5842.344727
	Iteration 13Q: 3 clusters Score -1.636361e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 124242 members 
Entering Unmasked Estep 
Score: -16364047.000000 Penalty: 5842.344727
	Iteration 14Q: 3 clusters Score -1.636405e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 124974 members 
Entering Unmasked Estep 
Score: -16364368.000000 Penalty: 5842.344727
	Iteration 15Q: 3 clusters Score -1.636437e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 125569 members 
Entering Unmasked Estep 
Score: -16364758.000000 Penalty: 5842.344727
	Iteration 16Q: 3 clusters Score -1.636476e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 126046 members 
Entering Unmasked Estep 
Score: -16364972.000000 Penalty: 5842.344727
	Iteration 17Q: 3 clusters Score -1.636497e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 126417 members 
Entering Unmasked Estep 
Score: -16365112.000000 Penalty: 5842.344727
	Iteration 18Q: 3 clusters Score -1.636511e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 126714 members 
Entering Unmasked Estep 
Score: -16365306.000000 Penalty: 5842.344727
	Iteration 19Q: 3 clusters Score -1.636531e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 126964 members 
Entering Unmasked Estep 
Score: -16365428.000000 Penalty: 5842.344727
	Iteration 20F: 3 clusters Score -1.636543e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 127162 members 
Entering Unmasked Estep 
Score: -16365503.000000 Penalty: 5842.344727
	Iteration 21Q: 3 clusters Score -1.63655e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 127285 members 
Entering Unmasked Estep 
Score: -16365565.000000 Penalty: 5842.344727
	Iteration 22Q: 3 clusters Score -1.636556e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 127380 members 
Entering Unmasked Estep 
Score: -16365643.000000 Penalty: 5842.344727
	Iteration 23Q: 3 clusters Score -1.636564e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 127462 members 
Entering Unmasked Estep 
Score: -16365670.000000 Penalty: 5842.344727
	Iteration 24Q: 3 clusters Score -1.636567e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 127534 members 
Entering Unmasked Estep 
Score: -16365688.000000 Penalty: 5842.344727
	Iteration 25Q: 3 clusters Score -1.636569e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 127591 members 
Entering Unmasked Estep 
Score: -16365711.000000 Penalty: 5842.344727
	Iteration 26Q: 3 clusters Score -1.636571e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 127640 members 
Entering Unmasked Estep 
Score: -16365725.000000 Penalty: 5842.344727
	Iteration 27Q: 3 clusters Score -1.636572e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 127677 members 
Entering Unmasked Estep 
Score: -16365761.000000 Penalty: 5842.344727
	Iteration 28Q: 3 clusters Score -1.636576e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 127707 members 
Entering Unmasked Estep 
Score: -16365773.000000 Penalty: 5842.344727
	Iteration 29Q: 3 clusters Score -1.636577e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 127728 members 
Entering Unmasked Estep 
Score: -16365789.000000 Penalty: 5842.344727
	Iteration 30Q: 3 clusters Score -1.636579e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 127750 members 
Entering Unmasked Estep 
Score: -16365768.000000 Penalty: 5842.344727
	Iteration 31Q: 3 clusters Score -1.636577e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 127766 members 
Entering Unmasked Estep 
Score: -16365792.000000 Penalty: 5842.344727
	Iteration 32Q: 3 clusters Score -1.636579e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 127773 members 
Entering Unmasked Estep 
Score: -16365778.000000 Penalty: 5842.344727
	Iteration 33Q: 3 clusters Score -1.636578e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 127785 members 
Entering Unmasked Estep 
Score: -16365772.000000 Penalty: 5842.344727
	Iteration 34Q: 3 clusters Score -1.636577e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 127800 members 
Entering Unmasked Estep 
Score: -16365774.000000 Penalty: 5842.344727
	Iteration 35Q: 3 clusters Score -1.636577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 127809 members 
Entering Unmasked Estep 
Score: -16365760.000000 Penalty: 5842.344727
	Iteration 36Q: 3 clusters Score -1.636576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 127817 members 
Entering Unmasked Estep 
Score: -16365756.000000 Penalty: 5842.344727
	Iteration 37Q: 3 clusters Score -1.636576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 127820 members 
Entering Unmasked Estep 
Score: -16365754.000000 Penalty: 5842.344727
	Iteration 38Q: 3 clusters Score -1.636575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 127826 members 
Entering Unmasked Estep 
Score: -16365772.000000 Penalty: 5842.344727
	Iteration 39Q: 3 clusters Score -1.636577e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 127838 members 
Entering Unmasked Estep 
Score: -16365757.000000 Penalty: 5842.344727
	Iteration 40F: 3 clusters Score -1.636576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 127851 members 
Entering Unmasked Estep 
Score: -16365759.000000 Penalty: 5842.344727
	Iteration 41Q: 3 clusters Score -1.636576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 127859 members 
Entering Unmasked Estep 
Score: -16365756.000000 Penalty: 5842.344727
	Iteration 42Q: 3 clusters Score -1.636576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 127864 members 
Entering Unmasked Estep 
Score: -16365764.000000 Penalty: 5842.344727
	Iteration 43Q: 3 clusters Score -1.636576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 127869 members 
Entering Unmasked Estep 
Score: -16365774.000000 Penalty: 5842.344727
	Iteration 44Q: 3 clusters Score -1.636577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 127873 members 
Entering Unmasked Estep 
Score: -16365774.000000 Penalty: 5842.344727
	Iteration 45Q: 3 clusters Score -1.636577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 127875 members 
Entering Unmasked Estep 
Score: -16365765.000000 Penalty: 5842.344727
	Iteration 46Q: 3 clusters Score -1.636576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 127879 members 
Entering Unmasked Estep 
Score: -16365758.000000 Penalty: 5842.344727
	Iteration 47Q: 3 clusters Score -1.636576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 127885 members 
Entering Unmasked Estep 
Score: -16365748.000000 Penalty: 5842.344727
	Iteration 48Q: 3 clusters Score -1.636575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 127889 members 
Entering Unmasked Estep 
Score: -16365744.000000 Penalty: 5842.344727
	Iteration 49Q: 3 clusters Score -1.636574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 127890 members 
Entering Unmasked Estep 
Score: -16365743.000000 Penalty: 5842.344727
	Iteration 50Q: 3 clusters Score -1.636574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 127892 members 
Entering Unmasked Estep 
Score: -16365755.000000 Penalty: 5842.344727
	Iteration 51Q: 3 clusters Score -1.636576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 127894 members 
Entering Unmasked Estep 
Score: -16365752.000000 Penalty: 5842.344727
	Iteration 52Q: 3 clusters Score -1.636575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 127895 members 
Entering Unmasked Estep 
Score: -16365763.000000 Penalty: 5842.344727
	Iteration 53Q: 3 clusters Score -1.636576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 127899 members 
Entering Unmasked Estep 
Score: -16365761.000000 Penalty: 5842.344727
	Iteration 54Q: 3 clusters Score -1.636576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 127902 members 
Entering Unmasked Estep 
Score: -16365761.000000 Penalty: 5842.344727
	Iteration 55Q: 3 clusters Score -1.636576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 127902 members 
Entering Unmasked Estep 
Score: -16365765.000000 Penalty: 5842.344727
	Iteration 56Q: 3 clusters Score -1.636576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 127903 members 
Entering Unmasked Estep 
Score: -16365754.000000 Penalty: 5842.344727
	Iteration 57Q: 3 clusters Score -1.636575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 127902 members 
Entering Unmasked Estep 
Score: -16365759.000000 Penalty: 5842.344727
	Iteration 58Q: 3 clusters Score -1.636576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 127903 members 
Entering Unmasked Estep 
Score: -16365761.000000 Penalty: 5842.344727
	Iteration 59Q: 3 clusters Score -1.636576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 127906 members 
Entering Unmasked Estep 
Score: -16365766.000000 Penalty: 5842.344727
	Iteration 60F: 3 clusters Score -1.636577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 127909 members 
Entering Unmasked Estep 
Score: -16365759.000000 Penalty: 5842.344727
	Iteration 61Q: 3 clusters Score -1.636576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 127909 members 
Entering Unmasked Estep 
Score: -16365776.000000 Penalty: 5842.344727
	Iteration 62Q: 3 clusters Score -1.636578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 127909 members 
Entering Unmasked Estep 
Score: -16365772.000000 Penalty: 5842.344727
	Iteration 63Q: 3 clusters Score -1.636577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 127909 members 
Entering Unmasked Estep 
Score: -16365764.000000 Penalty: 5842.344727
	Iteration 64Q: 3 clusters Score -1.636576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 127912 members 
Entering Unmasked Estep 
Score: -16365765.000000 Penalty: 5842.344727
	Iteration 65Q: 3 clusters Score -1.636576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 127913 members 
Entering Unmasked Estep 
Score: -16365772.000000 Penalty: 5842.344727
	Iteration 66Q: 3 clusters Score -1.636577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 127913 members 
Entering Unmasked Estep 
Score: -16365772.000000 Penalty: 5842.344727
	Iteration 67F: 3 clusters Score -1.636577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -115354.460938 Penalty: 1767.269653
	Iteration 0F: 2 clusters Score -115354.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -113259.804688 Penalty: 3534.539307
	Iteration 0F: 3 clusters Score -113259.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -113604.476562 Penalty: 3534.539307
	Iteration 1F: 3 clusters Score -113604.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -113711.007812 Penalty: 3534.539307
	Iteration 2F: 3 clusters Score -113711 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -113760.562500 Penalty: 3534.539307
	Iteration 3Q: 3 clusters Score -113760.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -113788.250000 Penalty: 3534.539307
	Iteration 4Q: 3 clusters Score -113788.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -113817.015625 Penalty: 3534.539307
	Iteration 5Q: 3 clusters Score -113817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -113840.914062 Penalty: 3534.539307
	Iteration 6Q: 3 clusters Score -113840.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -113870.742188 Penalty: 3534.539307
	Iteration 7Q: 3 clusters Score -113870.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -113898.273438 Penalty: 3534.539307
	Iteration 8Q: 3 clusters Score -113898.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -113926.484375 Penalty: 3534.539307
	Iteration 9Q: 3 clusters Score -113926.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -113969.851562 Penalty: 3534.539307
	Iteration 10Q: 3 clusters Score -113969.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -114007.359375 Penalty: 3534.539307
	Iteration 11Q: 3 clusters Score -114007.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -114046.250000 Penalty: 3534.539307
	Iteration 12Q: 3 clusters Score -114046.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -114083.406250 Penalty: 3534.539307
	Iteration 13Q: 3 clusters Score -114083.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -114128.421875 Penalty: 3534.539307
	Iteration 14Q: 3 clusters Score -114128.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -114170.890625 Penalty: 3534.539307
	Iteration 15Q: 3 clusters Score -114170.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -114203.601562 Penalty: 3534.539307
	Iteration 16Q: 3 clusters Score -114203.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -114219.734375 Penalty: 3534.539307
	Iteration 17Q: 3 clusters Score -114219.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -114240.382812 Penalty: 3534.539307
	Iteration 18Q: 3 clusters Score -114240.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -114279.570312 Penalty: 3534.539307
	Iteration 19Q: 3 clusters Score -114279.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -114332.304688 Penalty: 3534.539307
	Iteration 20F: 3 clusters Score -114332.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -114426.296875 Penalty: 3534.539307
	Iteration 21Q: 3 clusters Score -114426.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -114496.101562 Penalty: 3534.539307
	Iteration 22Q: 3 clusters Score -114496.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -114598.242188 Penalty: 3534.539307
	Iteration 23Q: 3 clusters Score -114598.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -114728.406250 Penalty: 3534.539307
	Iteration 24Q: 3 clusters Score -114728.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -114826.593750 Penalty: 3534.539307
	Iteration 25Q: 3 clusters Score -114826.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -114888.867188 Penalty: 3534.539307
	Iteration 26Q: 3 clusters Score -114888.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -114917.351562 Penalty: 3534.539307
	Iteration 27Q: 3 clusters Score -114917.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -114927.156250 Penalty: 3534.539307
	Iteration 28Q: 3 clusters Score -114927.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -114938.921875 Penalty: 3534.539307
	Iteration 29Q: 3 clusters Score -114938.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -114940.820312 Penalty: 3534.539307
	Iteration 30Q: 3 clusters Score -114940.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -114941.101562 Penalty: 3534.539307
	Iteration 31Q: 3 clusters Score -114941.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -114941.101562 Penalty: 3534.539307
	Iteration 32F: 3 clusters Score -114941.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Entering Unmasked Estep 
Score: -1912353.250000 Penalty: 2391.969971
	Iteration 0F: 2 clusters Score -1912353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1901222.125000 Penalty: 4783.939941
	Iteration 0F: 3 clusters Score -1901222 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1904962.625000 Penalty: 4783.939941
	Iteration 1F: 3 clusters Score -1904963 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1905440.625000 Penalty: 4783.939941
	Iteration 2F: 3 clusters Score -1905441 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1905941.125000 Penalty: 4783.939941
	Iteration 3F: 3 clusters Score -1905941 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1906516.500000 Penalty: 4783.939941
	Iteration 4F: 3 clusters Score -1906516 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1907235.250000 Penalty: 4783.939941
	Iteration 5F: 3 clusters Score -1907235 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1908108.750000 Penalty: 4783.939941
	Iteration 6F: 3 clusters Score -1908109 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1909124.875000 Penalty: 4783.939941
	Iteration 7F: 3 clusters Score -1909125 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1910099.750000 Penalty: 4783.939941
	Iteration 8F: 3 clusters Score -1910100 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1910765.875000 Penalty: 4783.939941
	Iteration 9F: 3 clusters Score -1910766 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1911152.375000 Penalty: 4783.939941
	Iteration 10Q: 3 clusters Score -1911152 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1911396.125000 Penalty: 4783.939941
	Iteration 11Q: 3 clusters Score -1911396 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1911591.500000 Penalty: 4783.939941
	Iteration 12Q: 3 clusters Score -1911592 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1911729.750000 Penalty: 4783.939941
	Iteration 13Q: 3 clusters Score -1911730 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1911841.500000 Penalty: 4783.939941
	Iteration 14Q: 3 clusters Score -1911842 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1911922.250000 Penalty: 4783.939941
	Iteration 15Q: 3 clusters Score -1911922 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1911967.125000 Penalty: 4783.939941
	Iteration 16Q: 3 clusters Score -1911967 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1911982.250000 Penalty: 4783.939941
	Iteration 17Q: 3 clusters Score -1911982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1911994.500000 Penalty: 4783.939941
	Iteration 18Q: 3 clusters Score -1911994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1912003.625000 Penalty: 4783.939941
	Iteration 19Q: 3 clusters Score -1912004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1912001.625000 Penalty: 4783.939941
	Iteration 20F: 3 clusters Score -1912002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1912005.250000 Penalty: 4783.939941
	Iteration 21Q: 3 clusters Score -1912005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1912005.750000 Penalty: 4783.939941
	Iteration 22Q: 3 clusters Score -1912006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1912004.250000 Penalty: 4783.939941
	Iteration 23Q: 3 clusters Score -1912004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1912005.500000 Penalty: 4783.939941
	Iteration 24Q: 3 clusters Score -1912006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1912006.625000 Penalty: 4783.939941
	Iteration 25Q: 3 clusters Score -1912007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1912006.625000 Penalty: 4783.939941
	Iteration 26F: 3 clusters Score -1912007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Entering Unmasked Estep 
Score: -194057.375000 Penalty: 1845.738159
	Iteration 0F: 2 clusters Score -194057.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -191652.281250 Penalty: 3691.476318
	Iteration 0F: 3 clusters Score -191652.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -192137.140625 Penalty: 3691.476318
	Iteration 1F: 3 clusters Score -192137.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -192308.953125 Penalty: 3691.476318
	Iteration 2F: 3 clusters Score -192309 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -192509.812500 Penalty: 3691.476318
	Iteration 3F: 3 clusters Score -192509.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -192815.125000 Penalty: 3691.476318
	Iteration 4F: 3 clusters Score -192815.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -193165.656250 Penalty: 3691.476318
	Iteration 5F: 3 clusters Score -193165.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -193588.187500 Penalty: 3691.476318
	Iteration 6F: 3 clusters Score -193588.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -193803.750000 Penalty: 3691.476318
	Iteration 7Q: 3 clusters Score -193803.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -193928.890625 Penalty: 3691.476318
	Iteration 8Q: 3 clusters Score -193928.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -193966.453125 Penalty: 3691.476318
	Iteration 9Q: 3 clusters Score -193966.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -193988.875000 Penalty: 3691.476318
	Iteration 10Q: 3 clusters Score -193988.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -194009.125000 Penalty: 3691.476318
	Iteration 11Q: 3 clusters Score -194009.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -194021.921875 Penalty: 3691.476318
	Iteration 12Q: 3 clusters Score -194021.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -194027.875000 Penalty: 3691.476318
	Iteration 13Q: 3 clusters Score -194027.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -194028.953125 Penalty: 3691.476318
	Iteration 14Q: 3 clusters Score -194029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -194031.046875 Penalty: 3691.476318
	Iteration 15Q: 3 clusters Score -194031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -194031.046875 Penalty: 3691.476318
	Iteration 16F: 3 clusters Score -194031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Entering Unmasked Estep 
Score: -423721.687500 Penalty: 2038.593140
	Iteration 0F: 2 clusters Score -423721.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -420018.906250 Penalty: 4077.186279
	Iteration 0F: 3 clusters Score -420018.9 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -420845.093750 Penalty: 4077.186279
	Iteration 1F: 3 clusters Score -420845.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -421138.968750 Penalty: 4077.186279
	Iteration 2F: 3 clusters Score -421139 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -421369.062500 Penalty: 4077.186279
	Iteration 3F: 3 clusters Score -421369.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -421588.593750 Penalty: 4077.186279
	Iteration 4F: 3 clusters Score -421588.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -421768.187500 Penalty: 4077.186279
	Iteration 5F: 3 clusters Score -421768.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -421900.218750 Penalty: 4077.186279
	Iteration 6Q: 3 clusters Score -421900.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -421982.343750 Penalty: 4077.186279
	Iteration 7Q: 3 clusters Score -421982.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -422021.312500 Penalty: 4077.186279
	Iteration 8Q: 3 clusters Score -422021.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -422059.531250 Penalty: 4077.186279
	Iteration 9Q: 3 clusters Score -422059.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -422087.906250 Penalty: 4077.186279
	Iteration 10Q: 3 clusters Score -422087.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -422107.281250 Penalty: 4077.186279
	Iteration 11Q: 3 clusters Score -422107.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -422128.343750 Penalty: 4077.186279
	Iteration 12Q: 3 clusters Score -422128.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -422146.000000 Penalty: 4077.186279
	Iteration 13Q: 3 clusters Score -422146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -422165.593750 Penalty: 4077.186279
	Iteration 14Q: 3 clusters Score -422165.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -422189.093750 Penalty: 4077.186279
	Iteration 15Q: 3 clusters Score -422189.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -422209.187500 Penalty: 4077.186279
	Iteration 16Q: 3 clusters Score -422209.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -422218.843750 Penalty: 4077.186279
	Iteration 17Q: 3 clusters Score -422218.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -422226.406250 Penalty: 4077.186279
	Iteration 18Q: 3 clusters Score -422226.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -422233.656250 Penalty: 4077.186279
	Iteration 19Q: 3 clusters Score -422233.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -422240.843750 Penalty: 4077.186279
	Iteration 20F: 3 clusters Score -422240.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -422244.187500 Penalty: 4077.186279
	Iteration 21Q: 3 clusters Score -422244.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -422244.812500 Penalty: 4077.186279
	Iteration 22Q: 3 clusters Score -422244.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -422245.968750 Penalty: 4077.186279
	Iteration 23Q: 3 clusters Score -422246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -422248.812500 Penalty: 4077.186279
	Iteration 24Q: 3 clusters Score -422248.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -422252.468750 Penalty: 4077.186279
	Iteration 25Q: 3 clusters Score -422252.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -422255.281250 Penalty: 4077.186279
	Iteration 26Q: 3 clusters Score -422255.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -422256.625000 Penalty: 4077.186279
	Iteration 27Q: 3 clusters Score -422256.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -422256.968750 Penalty: 4077.186279
	Iteration 28Q: 3 clusters Score -422257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -422258.750000 Penalty: 4077.186279
	Iteration 29Q: 3 clusters Score -422258.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -422260.093750 Penalty: 4077.186279
	Iteration 30Q: 3 clusters Score -422260.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -422260.687500 Penalty: 4077.186279
	Iteration 31Q: 3 clusters Score -422260.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -422261.593750 Penalty: 4077.186279
	Iteration 32Q: 3 clusters Score -422261.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -422261.750000 Penalty: 4077.186279
	Iteration 33Q: 3 clusters Score -422261.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -422263.093750 Penalty: 4077.186279
	Iteration 34Q: 3 clusters Score -422263.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -422265.750000 Penalty: 4077.186279
	Iteration 35Q: 3 clusters Score -422265.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -422265.843750 Penalty: 4077.186279
	Iteration 36Q: 3 clusters Score -422265.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -422266.468750 Penalty: 4077.186279
	Iteration 37Q: 3 clusters Score -422266.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -422266.687500 Penalty: 4077.186279
	Iteration 38Q: 3 clusters Score -422266.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -422266.781250 Penalty: 4077.186279
	Iteration 39Q: 3 clusters Score -422266.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -422266.781250 Penalty: 4077.186279
	Iteration 40F: 3 clusters Score -422266.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Entering Unmasked Estep 
Score: -1742383.250000 Penalty: 2378.508789
	Iteration 0F: 2 clusters Score -1742383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1731781.000000 Penalty: 4757.017578
	Iteration 0F: 3 clusters Score -1731781 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1735439.625000 Penalty: 4757.017578
	Iteration 1F: 3 clusters Score -1735440 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1736273.750000 Penalty: 4757.017578
	Iteration 2F: 3 clusters Score -1736274 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1737101.750000 Penalty: 4757.017578
	Iteration 3F: 3 clusters Score -1737102 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1737909.000000 Penalty: 4757.017578
	Iteration 4F: 3 clusters Score -1737909 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1738564.125000 Penalty: 4757.017578
	Iteration 5F: 3 clusters Score -1738564 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1739083.375000 Penalty: 4757.017578
	Iteration 6F: 3 clusters Score -1739083 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1739479.500000 Penalty: 4757.017578
	Iteration 7Q: 3 clusters Score -1739480 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1739794.375000 Penalty: 4757.017578
	Iteration 8Q: 3 clusters Score -1739794 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1740060.375000 Penalty: 4757.017578
	Iteration 9Q: 3 clusters Score -1740060 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1740254.125000 Penalty: 4757.017578
	Iteration 10Q: 3 clusters Score -1740254 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1740422.250000 Penalty: 4757.017578
	Iteration 11Q: 3 clusters Score -1740422 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1740578.500000 Penalty: 4757.017578
	Iteration 12Q: 3 clusters Score -1740578 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1740676.875000 Penalty: 4757.017578
	Iteration 13Q: 3 clusters Score -1740677 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1740774.875000 Penalty: 4757.017578
	Iteration 14Q: 3 clusters Score -1740775 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1740866.625000 Penalty: 4757.017578
	Iteration 15Q: 3 clusters Score -1740867 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1740924.250000 Penalty: 4757.017578
	Iteration 16Q: 3 clusters Score -1740924 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1740994.000000 Penalty: 4757.017578
	Iteration 17Q: 3 clusters Score -1740994 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1741045.250000 Penalty: 4757.017578
	Iteration 18Q: 3 clusters Score -1741045 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1741100.000000 Penalty: 4757.017578
	Iteration 19Q: 3 clusters Score -1741100 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1741134.625000 Penalty: 4757.017578
	Iteration 20F: 3 clusters Score -1741135 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1741163.000000 Penalty: 4757.017578
	Iteration 21Q: 3 clusters Score -1741163 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1741183.375000 Penalty: 4757.017578
	Iteration 22Q: 3 clusters Score -1741183 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1741197.625000 Penalty: 4757.017578
	Iteration 23Q: 3 clusters Score -1741198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1741212.750000 Penalty: 4757.017578
	Iteration 24Q: 3 clusters Score -1741213 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1741229.875000 Penalty: 4757.017578
	Iteration 25Q: 3 clusters Score -1741230 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1741241.250000 Penalty: 4757.017578
	Iteration 26Q: 3 clusters Score -1741241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1741246.375000 Penalty: 4757.017578
	Iteration 27Q: 3 clusters Score -1741246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1741254.875000 Penalty: 4757.017578
	Iteration 28Q: 3 clusters Score -1741255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1741265.125000 Penalty: 4757.017578
	Iteration 29Q: 3 clusters Score -1741265 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1741269.125000 Penalty: 4757.017578
	Iteration 30Q: 3 clusters Score -1741269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1741276.375000 Penalty: 4757.017578
	Iteration 31Q: 3 clusters Score -1741276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1741285.625000 Penalty: 4757.017578
	Iteration 32Q: 3 clusters Score -1741286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1741287.500000 Penalty: 4757.017578
	Iteration 33Q: 3 clusters Score -1741288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1741291.875000 Penalty: 4757.017578
	Iteration 34Q: 3 clusters Score -1741292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1741289.375000 Penalty: 4757.017578
	Iteration 35Q: 3 clusters Score -1741289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1741294.500000 Penalty: 4757.017578
	Iteration 36Q: 3 clusters Score -1741294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1741292.500000 Penalty: 4757.017578
	Iteration 37Q: 3 clusters Score -1741292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1741293.875000 Penalty: 4757.017578
	Iteration 38Q: 3 clusters Score -1741294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1741297.750000 Penalty: 4757.017578
	Iteration 39Q: 3 clusters Score -1741298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1741302.375000 Penalty: 4757.017578
	Iteration 40F: 3 clusters Score -1741302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1741306.000000 Penalty: 4757.017578
	Iteration 41Q: 3 clusters Score -1741306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1741312.250000 Penalty: 4757.017578
	Iteration 42Q: 3 clusters Score -1741312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1741321.250000 Penalty: 4757.017578
	Iteration 43Q: 3 clusters Score -1741321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1741322.250000 Penalty: 4757.017578
	Iteration 44Q: 3 clusters Score -1741322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1741331.750000 Penalty: 4757.017578
	Iteration 45Q: 3 clusters Score -1741332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1741330.500000 Penalty: 4757.017578
	Iteration 46Q: 3 clusters Score -1741330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1741331.250000 Penalty: 4757.017578
	Iteration 47Q: 3 clusters Score -1741331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1741332.875000 Penalty: 4757.017578
	Iteration 48Q: 3 clusters Score -1741333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1741331.250000 Penalty: 4757.017578
	Iteration 49Q: 3 clusters Score -1741331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1741334.375000 Penalty: 4757.017578
	Iteration 50Q: 3 clusters Score -1741334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1741334.750000 Penalty: 4757.017578
	Iteration 51Q: 3 clusters Score -1741335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1741333.625000 Penalty: 4757.017578
	Iteration 52Q: 3 clusters Score -1741334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1741334.125000 Penalty: 4757.017578
	Iteration 53Q: 3 clusters Score -1741334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1741335.750000 Penalty: 4757.017578
	Iteration 54Q: 3 clusters Score -1741336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1741336.750000 Penalty: 4757.017578
	Iteration 55Q: 3 clusters Score -1741337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1741337.500000 Penalty: 4757.017578
	Iteration 56Q: 3 clusters Score -1741338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1741336.750000 Penalty: 4757.017578
	Iteration 57Q: 3 clusters Score -1741337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1741340.375000 Penalty: 4757.017578
	Iteration 58Q: 3 clusters Score -1741340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1741340.250000 Penalty: 4757.017578
	Iteration 59Q: 3 clusters Score -1741340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1741339.875000 Penalty: 4757.017578
	Iteration 60F: 3 clusters Score -1741340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -28581.498047 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -28581.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27319.736328 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -27319.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27458.750000 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -27458.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27499.789062 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -27499.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27499.789062 Penalty: 2778.651123
	Iteration 3F: 3 clusters Score -27499.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Entering Unmasked Estep 
Score: -474441.812500 Penalty: 2050.645508
	Iteration 0F: 2 clusters Score -474441.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -470577.687500 Penalty: 4101.291016
	Iteration 0F: 3 clusters Score -470577.7 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -471419.281250 Penalty: 4101.291016
	Iteration 1F: 3 clusters Score -471419.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -471633.812500 Penalty: 4101.291016
	Iteration 2F: 3 clusters Score -471633.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -471775.500000 Penalty: 4101.291016
	Iteration 3F: 3 clusters Score -471775.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -471868.531250 Penalty: 4101.291016
	Iteration 4Q: 3 clusters Score -471868.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -471950.000000 Penalty: 4101.291016
	Iteration 5Q: 3 clusters Score -471950 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -472031.375000 Penalty: 4101.291016
	Iteration 6Q: 3 clusters Score -472031.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -472104.343750 Penalty: 4101.291016
	Iteration 7Q: 3 clusters Score -472104.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -472162.125000 Penalty: 4101.291016
	Iteration 8Q: 3 clusters Score -472162.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -472210.406250 Penalty: 4101.291016
	Iteration 9Q: 3 clusters Score -472210.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -472256.593750 Penalty: 4101.291016
	Iteration 10Q: 3 clusters Score -472256.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -472294.875000 Penalty: 4101.291016
	Iteration 11Q: 3 clusters Score -472294.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -472334.093750 Penalty: 4101.291016
	Iteration 12Q: 3 clusters Score -472334.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -472380.593750 Penalty: 4101.291016
	Iteration 13Q: 3 clusters Score -472380.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -472438.562500 Penalty: 4101.291016
	Iteration 14Q: 3 clusters Score -472438.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -472497.968750 Penalty: 4101.291016
	Iteration 15Q: 3 clusters Score -472498 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -472538.968750 Penalty: 4101.291016
	Iteration 16Q: 3 clusters Score -472539 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -472569.562500 Penalty: 4101.291016
	Iteration 17Q: 3 clusters Score -472569.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -472596.718750 Penalty: 4101.291016
	Iteration 18Q: 3 clusters Score -472596.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -472633.312500 Penalty: 4101.291016
	Iteration 19Q: 3 clusters Score -472633.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -472662.531250 Penalty: 4101.291016
	Iteration 20F: 3 clusters Score -472662.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -472689.312500 Penalty: 4101.291016
	Iteration 21Q: 3 clusters Score -472689.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -472711.375000 Penalty: 4101.291016
	Iteration 22Q: 3 clusters Score -472711.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -472727.562500 Penalty: 4101.291016
	Iteration 23Q: 3 clusters Score -472727.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -472740.031250 Penalty: 4101.291016
	Iteration 24Q: 3 clusters Score -472740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -472754.375000 Penalty: 4101.291016
	Iteration 25Q: 3 clusters Score -472754.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -472768.187500 Penalty: 4101.291016
	Iteration 26Q: 3 clusters Score -472768.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -472777.531250 Penalty: 4101.291016
	Iteration 27Q: 3 clusters Score -472777.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -472786.250000 Penalty: 4101.291016
	Iteration 28Q: 3 clusters Score -472786.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -472790.468750 Penalty: 4101.291016
	Iteration 29Q: 3 clusters Score -472790.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -472794.343750 Penalty: 4101.291016
	Iteration 30Q: 3 clusters Score -472794.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -472799.750000 Penalty: 4101.291016
	Iteration 31Q: 3 clusters Score -472799.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -472807.906250 Penalty: 4101.291016
	Iteration 32Q: 3 clusters Score -472807.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -472814.218750 Penalty: 4101.291016
	Iteration 33Q: 3 clusters Score -472814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -472815.437500 Penalty: 4101.291016
	Iteration 34Q: 3 clusters Score -472815.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -472815.437500 Penalty: 4101.291016
	Iteration 35F: 3 clusters Score -472815.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Entering Unmasked Estep 
Score: -850947.625000 Penalty: 2186.763184
	Iteration 0F: 2 clusters Score -850947.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -845341.625000 Penalty: 4373.526367
	Iteration 0F: 3 clusters Score -845341.6 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -846785.625000 Penalty: 4373.526367
	Iteration 1F: 3 clusters Score -846785.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -847006.937500 Penalty: 4373.526367
	Iteration 2F: 3 clusters Score -847006.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -847161.062500 Penalty: 4373.526367
	Iteration 3Q: 3 clusters Score -847161.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -847249.500000 Penalty: 4373.526367
	Iteration 4Q: 3 clusters Score -847249.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -847322.562500 Penalty: 4373.526367
	Iteration 5Q: 3 clusters Score -847322.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -847378.000000 Penalty: 4373.526367
	Iteration 6Q: 3 clusters Score -847378 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -847450.687500 Penalty: 4373.526367
	Iteration 7Q: 3 clusters Score -847450.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -847531.312500 Penalty: 4373.526367
	Iteration 8Q: 3 clusters Score -847531.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -847616.187500 Penalty: 4373.526367
	Iteration 9Q: 3 clusters Score -847616.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -847707.812500 Penalty: 4373.526367
	Iteration 10Q: 3 clusters Score -847707.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -847788.250000 Penalty: 4373.526367
	Iteration 11Q: 3 clusters Score -847788.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -847862.875000 Penalty: 4373.526367
	Iteration 12Q: 3 clusters Score -847862.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -847939.187500 Penalty: 4373.526367
	Iteration 13Q: 3 clusters Score -847939.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -848023.937500 Penalty: 4373.526367
	Iteration 14Q: 3 clusters Score -848023.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -848111.062500 Penalty: 4373.526367
	Iteration 15Q: 3 clusters Score -848111.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -848211.812500 Penalty: 4373.526367
	Iteration 16Q: 3 clusters Score -848211.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -848312.062500 Penalty: 4373.526367
	Iteration 17Q: 3 clusters Score -848312.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -848396.937500 Penalty: 4373.526367
	Iteration 18Q: 3 clusters Score -848396.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -848469.937500 Penalty: 4373.526367
	Iteration 19Q: 3 clusters Score -848469.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -848540.125000 Penalty: 4373.526367
	Iteration 20F: 3 clusters Score -848540.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -848608.125000 Penalty: 4373.526367
	Iteration 21Q: 3 clusters Score -848608.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -848682.562500 Penalty: 4373.526367
	Iteration 22Q: 3 clusters Score -848682.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -848753.812500 Penalty: 4373.526367
	Iteration 23Q: 3 clusters Score -848753.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -848791.750000 Penalty: 4373.526367
	Iteration 24Q: 3 clusters Score -848791.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -848832.000000 Penalty: 4373.526367
	Iteration 25Q: 3 clusters Score -848832 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -848873.875000 Penalty: 4373.526367
	Iteration 26Q: 3 clusters Score -848873.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -848915.875000 Penalty: 4373.526367
	Iteration 27Q: 3 clusters Score -848915.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -848960.812500 Penalty: 4373.526367
	Iteration 28Q: 3 clusters Score -848960.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -848994.125000 Penalty: 4373.526367
	Iteration 29Q: 3 clusters Score -848994.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -849011.562500 Penalty: 4373.526367
	Iteration 30Q: 3 clusters Score -849011.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -849025.187500 Penalty: 4373.526367
	Iteration 31Q: 3 clusters Score -849025.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -849035.187500 Penalty: 4373.526367
	Iteration 32Q: 3 clusters Score -849035.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -849042.125000 Penalty: 4373.526367
	Iteration 33Q: 3 clusters Score -849042.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -849044.250000 Penalty: 4373.526367
	Iteration 34Q: 3 clusters Score -849044.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -849044.250000 Penalty: 4373.526367
	Iteration 35F: 3 clusters Score -849044.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Entering Unmasked Estep 
Score: -1028770.062500 Penalty: 2250.395752
	Iteration 0F: 2 clusters Score -1028770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1021907.437500 Penalty: 4500.791504
	Iteration 0F: 3 clusters Score -1021907 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1024139.250000 Penalty: 4500.791504
	Iteration 1F: 3 clusters Score -1024139 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1024868.625000 Penalty: 4500.791504
	Iteration 2F: 3 clusters Score -1024869 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1025630.750000 Penalty: 4500.791504
	Iteration 3F: 3 clusters Score -1025631 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1026223.187500 Penalty: 4500.791504
	Iteration 4F: 3 clusters Score -1026223 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1026682.125000 Penalty: 4500.791504
	Iteration 5F: 3 clusters Score -1026682 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1026997.312500 Penalty: 4500.791504
	Iteration 6F: 3 clusters Score -1026997 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1027198.687500 Penalty: 4500.791504
	Iteration 7Q: 3 clusters Score -1027199 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1027329.625000 Penalty: 4500.791504
	Iteration 8Q: 3 clusters Score -1027330 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1027406.312500 Penalty: 4500.791504
	Iteration 9Q: 3 clusters Score -1027406 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1027465.125000 Penalty: 4500.791504
	Iteration 10Q: 3 clusters Score -1027465 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1027514.312500 Penalty: 4500.791504
	Iteration 11Q: 3 clusters Score -1027514 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1027545.187500 Penalty: 4500.791504
	Iteration 12Q: 3 clusters Score -1027545 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1027564.687500 Penalty: 4500.791504
	Iteration 13Q: 3 clusters Score -1027565 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1027576.000000 Penalty: 4500.791504
	Iteration 14Q: 3 clusters Score -1027576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1027591.125000 Penalty: 4500.791504
	Iteration 15Q: 3 clusters Score -1027591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1027607.875000 Penalty: 4500.791504
	Iteration 16Q: 3 clusters Score -1027608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1027623.500000 Penalty: 4500.791504
	Iteration 17Q: 3 clusters Score -1027624 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1027643.437500 Penalty: 4500.791504
	Iteration 18Q: 3 clusters Score -1027643 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1027664.812500 Penalty: 4500.791504
	Iteration 19Q: 3 clusters Score -1027665 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1027682.125000 Penalty: 4500.791504
	Iteration 20F: 3 clusters Score -1027682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1027695.562500 Penalty: 4500.791504
	Iteration 21Q: 3 clusters Score -1027696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1027707.562500 Penalty: 4500.791504
	Iteration 22Q: 3 clusters Score -1027708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1027714.687500 Penalty: 4500.791504
	Iteration 23Q: 3 clusters Score -1027715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1027720.875000 Penalty: 4500.791504
	Iteration 24Q: 3 clusters Score -1027721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1027730.250000 Penalty: 4500.791504
	Iteration 25Q: 3 clusters Score -1027730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1027732.562500 Penalty: 4500.791504
	Iteration 26Q: 3 clusters Score -1027733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1027737.125000 Penalty: 4500.791504
	Iteration 27Q: 3 clusters Score -1027737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1027740.187500 Penalty: 4500.791504
	Iteration 28Q: 3 clusters Score -1027740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1027741.750000 Penalty: 4500.791504
	Iteration 29Q: 3 clusters Score -1027742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1027744.375000 Penalty: 4500.791504
	Iteration 30Q: 3 clusters Score -1027744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1027746.375000 Penalty: 4500.791504
	Iteration 31Q: 3 clusters Score -1027746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1027748.000000 Penalty: 4500.791504
	Iteration 32Q: 3 clusters Score -1027748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1027747.125000 Penalty: 4500.791504
	Iteration 33Q: 3 clusters Score -1027747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1027748.250000 Penalty: 4500.791504
	Iteration 34Q: 3 clusters Score -1027748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1027748.437500 Penalty: 4500.791504
	Iteration 35Q: 3 clusters Score -1027748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1027748.437500 Penalty: 4500.791504
	Iteration 36Q: 3 clusters Score -1027748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1027748.437500 Penalty: 4500.791504
	Iteration 37F: 3 clusters Score -1027748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Entering Unmasked Estep 
Score: -88275.750000 Penalty: 1662.390625
	Iteration 0F: 2 clusters Score -88275.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -86500.421875 Penalty: 3324.781250
	Iteration 0F: 3 clusters Score -86500.42 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -86856.554688 Penalty: 3324.781250
	Iteration 1F: 3 clusters Score -86856.55 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -87063.757812 Penalty: 3324.781250
	Iteration 2F: 3 clusters Score -87063.76 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -87260.953125 Penalty: 3324.781250
	Iteration 3F: 3 clusters Score -87260.95 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -87371.937500 Penalty: 3324.781250
	Iteration 4Q: 3 clusters Score -87371.94 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -87499.507812 Penalty: 3324.781250
	Iteration 5F: 3 clusters Score -87499.51 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -87620.445312 Penalty: 3324.781250
	Iteration 6Q: 3 clusters Score -87620.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -87760.218750 Penalty: 3324.781250
	Iteration 7Q: 3 clusters Score -87760.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -87943.195312 Penalty: 3324.781250
	Iteration 8Q: 3 clusters Score -87943.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -88112.179688 Penalty: 3324.781250
	Iteration 9Q: 3 clusters Score -88112.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -88269.976562 Penalty: 3324.781250
	Iteration 10Q: 3 clusters Score -88269.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -88393.273438 Penalty: 3324.781250
	Iteration 11Q: 3 clusters Score -88393.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -88436.906250 Penalty: 3324.781250
	Iteration 12Q: 3 clusters Score -88436.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -88472.265625 Penalty: 3324.781250
	Iteration 13Q: 3 clusters Score -88472.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -88484.523438 Penalty: 3324.781250
	Iteration 14Q: 3 clusters Score -88484.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -88503.039062 Penalty: 3324.781250
	Iteration 15Q: 3 clusters Score -88503.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -88528.054688 Penalty: 3324.781250
	Iteration 16Q: 3 clusters Score -88528.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -88537.648438 Penalty: 3324.781250
	Iteration 17Q: 3 clusters Score -88537.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -88540.171875 Penalty: 3324.781250
	Iteration 18Q: 3 clusters Score -88540.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -88543.218750 Penalty: 3324.781250
	Iteration 19Q: 3 clusters Score -88543.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -88559.085938 Penalty: 3324.781250
	Iteration 20F: 3 clusters Score -88559.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -88609.570312 Penalty: 3324.781250
	Iteration 21Q: 3 clusters Score -88609.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -88742.531250 Penalty: 3324.781250
	Iteration 22Q: 3 clusters Score -88742.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -88772.429688 Penalty: 3324.781250
	Iteration 23Q: 3 clusters Score -88772.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -88772.429688 Penalty: 3324.781250
	Iteration 24F: 3 clusters Score -88772.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 308303 members 
Mstep: Class 2 contains 59251 members 
Mstep: Class 3 contains 19030 members 
Mstep: Class 4 contains 277104 members 
Mstep: Class 5 contains 9768 members 
Mstep: Class 6 contains 22651 members 
Mstep: Class 7 contains 8523 members 
Mstep: Class 8 contains 112308 members 
Mstep: Class 9 contains 31976 members 
Mstep: Class 10 contains 76266 members 
Mstep: Class 11 contains 22611 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22119 members 
Mstep: Class 14 contains 24854 members 
Mstep: Class 15 contains 130473 members 
Mstep: Class 16 contains 1244 members 
Mstep: Class 17 contains 15445 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3715 members 
Mstep: Class 20 contains 14629 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 87111 members 
Mstep: Class 27 contains 379 members 
Mstep: Class 28 contains 502 members 
Entering Unmasked Estep 
Score: -154613056.000000 Penalty: 97617.203125
Splitting cluster 25 changes total score from -154614240.000000 to -154613056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (87111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87111 members 
Entering Unmasked Estep 
Score: -10993672.000000 Penalty: 2820.984619
	Iteration 0F: 2 clusters Score -1.099367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -10935564.000000 Penalty: 5641.969238
	Iteration 0F: 3 clusters Score -1.093556e+07 nChanged 40952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -10958929.000000 Penalty: 5641.969238
	Iteration 1F: 3 clusters Score -1.095893e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -10960100.000000 Penalty: 5641.969238
	Iteration 2Q: 3 clusters Score -1.09601e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -10961627.000000 Penalty: 5641.969238
	Iteration 3Q: 3 clusters Score -1.096163e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -10963977.000000 Penalty: 5641.969238
	Iteration 4Q: 3 clusters Score -1.096398e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 58749 members 
Entering Unmasked Estep 
Score: -10967432.000000 Penalty: 5641.969238
	Iteration 5F: 3 clusters Score -1.096743e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 64369 members 
Entering Unmasked Estep 
Score: -10972163.000000 Penalty: 5641.969238
	Iteration 6F: 3 clusters Score -1.097216e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 70397 members 
Entering Unmasked Estep 
Score: -10977617.000000 Penalty: 5641.969238
	Iteration 7F: 3 clusters Score -1.097762e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 75786 members 
Entering Unmasked Estep 
Score: -10982304.000000 Penalty: 5641.969238
	Iteration 8F: 3 clusters Score -1.09823e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 79944 members 
Entering Unmasked Estep 
Score: -10985852.000000 Penalty: 5641.969238
	Iteration 9Q: 3 clusters Score -1.098585e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 82851 members 
Entering Unmasked Estep 
Score: -10988196.000000 Penalty: 5641.969238
	Iteration 10Q: 3 clusters Score -1.09882e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 84525 members 
Entering Unmasked Estep 
Score: -10989516.000000 Penalty: 5641.969238
	Iteration 11Q: 3 clusters Score -1.098952e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -10990308.000000 Penalty: 5641.969238
	Iteration 12Q: 3 clusters Score -1.099031e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 85980 members 
Entering Unmasked Estep 
Score: -10990679.000000 Penalty: 5641.969238
	Iteration 13Q: 3 clusters Score -1.099068e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 86259 members 
Entering Unmasked Estep 
Score: -10990917.000000 Penalty: 5641.969238
	Iteration 14Q: 3 clusters Score -1.099092e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 86400 members 
Entering Unmasked Estep 
Score: -10991023.000000 Penalty: 5641.969238
	Iteration 15Q: 3 clusters Score -1.099102e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 86482 members 
Entering Unmasked Estep 
Score: -10991121.000000 Penalty: 5641.969238
	Iteration 16Q: 3 clusters Score -1.099112e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 86530 members 
Entering Unmasked Estep 
Score: -10991161.000000 Penalty: 5641.969238
	Iteration 17Q: 3 clusters Score -1.099116e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 86563 members 
Entering Unmasked Estep 
Score: -10991178.000000 Penalty: 5641.969238
	Iteration 18Q: 3 clusters Score -1.099118e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 86574 members 
Entering Unmasked Estep 
Score: -10991208.000000 Penalty: 5641.969238
	Iteration 19Q: 3 clusters Score -1.099121e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 86590 members 
Entering Unmasked Estep 
Score: -10991218.000000 Penalty: 5641.969238
	Iteration 20F: 3 clusters Score -1.099122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 86599 members 
Entering Unmasked Estep 
Score: -10991228.000000 Penalty: 5641.969238
	Iteration 21Q: 3 clusters Score -1.099123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 86609 members 
Entering Unmasked Estep 
Score: -10991237.000000 Penalty: 5641.969238
	Iteration 22Q: 3 clusters Score -1.099124e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 86616 members 
Entering Unmasked Estep 
Score: -10991237.000000 Penalty: 5641.969238
	Iteration 23Q: 3 clusters Score -1.099124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -10991250.000000 Penalty: 5641.969238
	Iteration 24Q: 3 clusters Score -1.099125e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 86629 members 
Entering Unmasked Estep 
Score: -10991253.000000 Penalty: 5641.969238
	Iteration 25Q: 3 clusters Score -1.099125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 86635 members 
Entering Unmasked Estep 
Score: -10991250.000000 Penalty: 5641.969238
	Iteration 26Q: 3 clusters Score -1.099125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 86638 members 
Entering Unmasked Estep 
Score: -10991252.000000 Penalty: 5641.969238
	Iteration 27Q: 3 clusters Score -1.099125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 86640 members 
Entering Unmasked Estep 
Score: -10991256.000000 Penalty: 5641.969238
	Iteration 28Q: 3 clusters Score -1.099126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 86643 members 
Entering Unmasked Estep 
Score: -10991253.000000 Penalty: 5641.969238
	Iteration 29Q: 3 clusters Score -1.099125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 86648 members 
Entering Unmasked Estep 
Score: -10991255.000000 Penalty: 5641.969238
	Iteration 30Q: 3 clusters Score -1.099126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 86650 members 
Entering Unmasked Estep 
Score: -10991264.000000 Penalty: 5641.969238
	Iteration 31Q: 3 clusters Score -1.099126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 86650 members 
Entering Unmasked Estep 
Score: -10991264.000000 Penalty: 5641.969238
	Iteration 32F: 3 clusters Score -1.099126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -37886.957031 Penalty: 1472.509033
	Iteration 0F: 2 clusters Score -37886.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36577.625000 Penalty: 2945.018066
	Iteration 0F: 3 clusters Score -36577.62 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36767.613281 Penalty: 2945.018066
	Iteration 1F: 3 clusters Score -36767.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -36821.859375 Penalty: 2945.018066
	Iteration 2Q: 3 clusters Score -36821.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36841.652344 Penalty: 2945.018066
	Iteration 3Q: 3 clusters Score -36841.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36855.414062 Penalty: 2945.018066
	Iteration 4Q: 3 clusters Score -36855.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -36865.769531 Penalty: 2945.018066
	Iteration 5Q: 3 clusters Score -36865.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36867.535156 Penalty: 2945.018066
	Iteration 6Q: 3 clusters Score -36867.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36867.535156 Penalty: 2945.018066
	Iteration 7F: 3 clusters Score -36867.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 308303 members 
Mstep: Class 2 contains 59251 members 
Mstep: Class 3 contains 19030 members 
Mstep: Class 4 contains 277104 members 
Mstep: Class 5 contains 9768 members 
Mstep: Class 6 contains 22651 members 
Mstep: Class 7 contains 8523 members 
Mstep: Class 8 contains 112308 members 
Mstep: Class 9 contains 31976 members 
Mstep: Class 10 contains 76266 members 
Mstep: Class 11 contains 22611 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22119 members 
Mstep: Class 14 contains 24854 members 
Mstep: Class 15 contains 130473 members 
Mstep: Class 16 contains 1244 members 
Mstep: Class 17 contains 15445 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3715 members 
Mstep: Class 20 contains 14629 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 87111 members 
Mstep: Class 27 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614448.000000 Penalty: 94130.875000
Iteration 159Q: 28 clusters Score -1.546144e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 308196 members 
Mstep: Class 2 contains 59228 members 
Mstep: Class 3 contains 19030 members 
Mstep: Class 4 contains 277219 members 
Mstep: Class 5 contains 9754 members 
Mstep: Class 6 contains 22647 members 
Mstep: Class 7 contains 8526 members 
Mstep: Class 8 contains 112222 members 
Mstep: Class 9 contains 31982 members 
Mstep: Class 10 contains 76276 members 
Mstep: Class 11 contains 22596 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22120 members 
Mstep: Class 14 contains 24867 members 
Mstep: Class 15 contains 130676 members 
Mstep: Class 16 contains 1244 members 
Mstep: Class 17 contains 15438 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3714 members 
Mstep: Class 20 contains 14627 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 87024 members 
Mstep: Class 27 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614640.000000 Penalty: 94130.875000
Iteration 160F: 28 clusters Score -1.546146e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 308125 members 
Mstep: Class 2 contains 59202 members 
Mstep: Class 3 contains 19033 members 
Mstep: Class 4 contains 277305 members 
Mstep: Class 5 contains 9747 members 
Mstep: Class 6 contains 22642 members 
Mstep: Class 7 contains 8530 members 
Mstep: Class 8 contains 112122 members 
Mstep: Class 9 contains 31984 members 
Mstep: Class 10 contains 76279 members 
Mstep: Class 11 contains 22584 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 22122 members 
Mstep: Class 14 contains 24877 members 
Mstep: Class 15 contains 130880 members 
Mstep: Class 16 contains 1243 members 
Mstep: Class 17 contains 15435 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3715 members 
Mstep: Class 20 contains 14626 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 6736 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 86944 members 
Mstep: Class 27 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614608.000000 Penalty: 94130.875000
Iteration 161Q: 28 clusters Score -1.546146e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 308073 members 
Mstep: Class 2 contains 59185 members 
Mstep: Class 3 contains 19038 members 
Mstep: Class 4 contains 277350 members 
Mstep: Class 5 contains 9747 members 
Mstep: Class 6 contains 22633 members 
Mstep: Class 7 contains 8532 members 
Mstep: Class 8 contains 112041 members 
Mstep: Class 9 contains 31986 members 
Mstep: Class 10 contains 76284 members 
Mstep: Class 11 contains 22574 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22123 members 
Mstep: Class 14 contains 24884 members 
Mstep: Class 15 contains 131071 members 
Mstep: Class 16 contains 1244 members 
Mstep: Class 17 contains 15425 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3713 members 
Mstep: Class 20 contains 14627 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3901 members 
Mstep: Class 23 contains 6725 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 86875 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614608.000000 Penalty: 94130.875000
Iteration 162Q: 28 clusters Score -1.546146e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 308050 members 
Mstep: Class 2 contains 59162 members 
Mstep: Class 3 contains 19044 members 
Mstep: Class 4 contains 277365 members 
Mstep: Class 5 contains 9740 members 
Mstep: Class 6 contains 22622 members 
Mstep: Class 7 contains 8536 members 
Mstep: Class 8 contains 111970 members 
Mstep: Class 9 contains 31998 members 
Mstep: Class 10 contains 76290 members 
Mstep: Class 11 contains 22563 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22121 members 
Mstep: Class 14 contains 24889 members 
Mstep: Class 15 contains 131253 members 
Mstep: Class 16 contains 1248 members 
Mstep: Class 17 contains 15426 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3710 members 
Mstep: Class 20 contains 14630 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 6711 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 86803 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614624.000000 Penalty: 94130.875000
Iteration 163Q: 28 clusters Score -1.546146e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 308018 members 
Mstep: Class 2 contains 59132 members 
Mstep: Class 3 contains 19046 members 
Mstep: Class 4 contains 277409 members 
Mstep: Class 5 contains 9732 members 
Mstep: Class 6 contains 22611 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 111921 members 
Mstep: Class 9 contains 32008 members 
Mstep: Class 10 contains 76290 members 
Mstep: Class 11 contains 22544 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 22122 members 
Mstep: Class 14 contains 24898 members 
Mstep: Class 15 contains 131437 members 
Mstep: Class 16 contains 1249 members 
Mstep: Class 17 contains 15418 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3708 members 
Mstep: Class 20 contains 14639 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 6696 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 86717 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614720.000000 Penalty: 94130.875000
Iteration 164Q: 28 clusters Score -1.546147e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307970 members 
Mstep: Class 2 contains 59108 members 
Mstep: Class 3 contains 19058 members 
Mstep: Class 4 contains 277449 members 
Mstep: Class 5 contains 9725 members 
Mstep: Class 6 contains 22603 members 
Mstep: Class 7 contains 8540 members 
Mstep: Class 8 contains 111877 members 
Mstep: Class 9 contains 32022 members 
Mstep: Class 10 contains 76295 members 
Mstep: Class 11 contains 22530 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 22125 members 
Mstep: Class 14 contains 24908 members 
Mstep: Class 15 contains 131604 members 
Mstep: Class 16 contains 1250 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3707 members 
Mstep: Class 20 contains 14633 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 6683 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 86640 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154614800.000000 Penalty: 94130.875000
Iteration 165Q: 28 clusters Score -1.546148e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307943 members 
Mstep: Class 2 contains 59076 members 
Mstep: Class 3 contains 19060 members 
Mstep: Class 4 contains 277470 members 
Mstep: Class 5 contains 9720 members 
Mstep: Class 6 contains 22595 members 
Mstep: Class 7 contains 8542 members 
Mstep: Class 8 contains 111830 members 
Mstep: Class 9 contains 32033 members 
Mstep: Class 10 contains 76302 members 
Mstep: Class 11 contains 22522 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 22125 members 
Mstep: Class 14 contains 24910 members 
Mstep: Class 15 contains 131769 members 
Mstep: Class 16 contains 1251 members 
Mstep: Class 17 contains 15402 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3704 members 
Mstep: Class 20 contains 14632 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 6665 members 
Mstep: Class 24 contains 8726 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 86584 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615200.000000 Penalty: 94130.875000
Iteration 166Q: 28 clusters Score -1.546152e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307913 members 
Mstep: Class 2 contains 59046 members 
Mstep: Class 3 contains 19052 members 
Mstep: Class 4 contains 277520 members 
Mstep: Class 5 contains 9719 members 
Mstep: Class 6 contains 22584 members 
Mstep: Class 7 contains 8545 members 
Mstep: Class 8 contains 111769 members 
Mstep: Class 9 contains 32042 members 
Mstep: Class 10 contains 76311 members 
Mstep: Class 11 contains 22511 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 22128 members 
Mstep: Class 14 contains 24914 members 
Mstep: Class 15 contains 131931 members 
Mstep: Class 16 contains 1251 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3700 members 
Mstep: Class 20 contains 14631 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 6652 members 
Mstep: Class 24 contains 8725 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 86508 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615008.000000 Penalty: 94130.875000
Iteration 167Q: 28 clusters Score -1.54615e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307884 members 
Mstep: Class 2 contains 59016 members 
Mstep: Class 3 contains 19053 members 
Mstep: Class 4 contains 277563 members 
Mstep: Class 5 contains 9712 members 
Mstep: Class 6 contains 22577 members 
Mstep: Class 7 contains 8549 members 
Mstep: Class 8 contains 111700 members 
Mstep: Class 9 contains 32049 members 
Mstep: Class 10 contains 76323 members 
Mstep: Class 11 contains 22500 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22124 members 
Mstep: Class 14 contains 24929 members 
Mstep: Class 15 contains 132113 members 
Mstep: Class 16 contains 1251 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3698 members 
Mstep: Class 20 contains 14628 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 86425 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615056.000000 Penalty: 94130.875000
Iteration 168Q: 28 clusters Score -1.546151e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307919 members 
Mstep: Class 2 contains 58996 members 
Mstep: Class 3 contains 19056 members 
Mstep: Class 4 contains 277555 members 
Mstep: Class 5 contains 9708 members 
Mstep: Class 6 contains 22569 members 
Mstep: Class 7 contains 8548 members 
Mstep: Class 8 contains 111620 members 
Mstep: Class 9 contains 32055 members 
Mstep: Class 10 contains 76328 members 
Mstep: Class 11 contains 22486 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22127 members 
Mstep: Class 14 contains 24932 members 
Mstep: Class 15 contains 132293 members 
Mstep: Class 16 contains 1251 members 
Mstep: Class 17 contains 15401 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3699 members 
Mstep: Class 20 contains 14628 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 6625 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 86339 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615120.000000 Penalty: 94130.875000
Iteration 169Q: 28 clusters Score -1.546151e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307907 members 
Mstep: Class 2 contains 58981 members 
Mstep: Class 3 contains 19060 members 
Mstep: Class 4 contains 277568 members 
Mstep: Class 5 contains 9703 members 
Mstep: Class 6 contains 22561 members 
Mstep: Class 7 contains 8551 members 
Mstep: Class 8 contains 111550 members 
Mstep: Class 9 contains 32059 members 
Mstep: Class 10 contains 76334 members 
Mstep: Class 11 contains 22475 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22126 members 
Mstep: Class 14 contains 24934 members 
Mstep: Class 15 contains 132475 members 
Mstep: Class 16 contains 1251 members 
Mstep: Class 17 contains 15397 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3697 members 
Mstep: Class 20 contains 14633 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 6606 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 86267 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615104.000000 Penalty: 94130.875000
Iteration 170Q: 28 clusters Score -1.546151e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307897 members 
Mstep: Class 2 contains 58962 members 
Mstep: Class 3 contains 19062 members 
Mstep: Class 4 contains 277571 members 
Mstep: Class 5 contains 9702 members 
Mstep: Class 6 contains 22553 members 
Mstep: Class 7 contains 8554 members 
Mstep: Class 8 contains 111487 members 
Mstep: Class 9 contains 32063 members 
Mstep: Class 10 contains 76343 members 
Mstep: Class 11 contains 22468 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22127 members 
Mstep: Class 14 contains 24935 members 
Mstep: Class 15 contains 132654 members 
Mstep: Class 16 contains 1251 members 
Mstep: Class 17 contains 15388 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 14630 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 6593 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 86198 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615296.000000 Penalty: 94130.875000
Iteration 171Q: 28 clusters Score -1.546153e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307857 members 
Mstep: Class 2 contains 58945 members 
Mstep: Class 3 contains 19068 members 
Mstep: Class 4 contains 277597 members 
Mstep: Class 5 contains 9699 members 
Mstep: Class 6 contains 22549 members 
Mstep: Class 7 contains 8558 members 
Mstep: Class 8 contains 111436 members 
Mstep: Class 9 contains 32064 members 
Mstep: Class 10 contains 76352 members 
Mstep: Class 11 contains 22461 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22130 members 
Mstep: Class 14 contains 24935 members 
Mstep: Class 15 contains 132813 members 
Mstep: Class 16 contains 1251 members 
Mstep: Class 17 contains 15385 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 14627 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 6580 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 86132 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615424.000000 Penalty: 94130.875000
Iteration 172Q: 28 clusters Score -1.546154e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307800 members 
Mstep: Class 2 contains 58930 members 
Mstep: Class 3 contains 19072 members 
Mstep: Class 4 contains 277633 members 
Mstep: Class 5 contains 9692 members 
Mstep: Class 6 contains 22545 members 
Mstep: Class 7 contains 8563 members 
Mstep: Class 8 contains 111393 members 
Mstep: Class 9 contains 32062 members 
Mstep: Class 10 contains 76365 members 
Mstep: Class 11 contains 22454 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22130 members 
Mstep: Class 14 contains 24939 members 
Mstep: Class 15 contains 132959 members 
Mstep: Class 16 contains 1251 members 
Mstep: Class 17 contains 15383 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3695 members 
Mstep: Class 20 contains 14628 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 6578 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 86063 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615488.000000 Penalty: 94130.875000
Iteration 173Q: 28 clusters Score -1.546155e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307789 members 
Mstep: Class 2 contains 58912 members 
Mstep: Class 3 contains 19073 members 
Mstep: Class 4 contains 277640 members 
Mstep: Class 5 contains 9685 members 
Mstep: Class 6 contains 22540 members 
Mstep: Class 7 contains 8569 members 
Mstep: Class 8 contains 111351 members 
Mstep: Class 9 contains 32058 members 
Mstep: Class 10 contains 76371 members 
Mstep: Class 11 contains 22449 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22133 members 
Mstep: Class 14 contains 24942 members 
Mstep: Class 15 contains 133103 members 
Mstep: Class 16 contains 1251 members 
Mstep: Class 17 contains 15380 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3694 members 
Mstep: Class 20 contains 14625 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 6575 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 85994 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615616.000000 Penalty: 94130.875000
Iteration 174Q: 28 clusters Score -1.546156e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307744 members 
Mstep: Class 2 contains 58891 members 
Mstep: Class 3 contains 19076 members 
Mstep: Class 4 contains 277659 members 
Mstep: Class 5 contains 9689 members 
Mstep: Class 6 contains 22543 members 
Mstep: Class 7 contains 8571 members 
Mstep: Class 8 contains 111299 members 
Mstep: Class 9 contains 32056 members 
Mstep: Class 10 contains 76375 members 
Mstep: Class 11 contains 22445 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22134 members 
Mstep: Class 14 contains 24946 members 
Mstep: Class 15 contains 133254 members 
Mstep: Class 16 contains 1252 members 
Mstep: Class 17 contains 15376 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3694 members 
Mstep: Class 20 contains 14625 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 6571 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 85935 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615936.000000 Penalty: 94130.875000
Iteration 175Q: 28 clusters Score -1.546159e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307687 members 
Mstep: Class 2 contains 58864 members 
Mstep: Class 3 contains 19077 members 
Mstep: Class 4 contains 277688 members 
Mstep: Class 5 contains 9682 members 
Mstep: Class 6 contains 22537 members 
Mstep: Class 7 contains 8573 members 
Mstep: Class 8 contains 111265 members 
Mstep: Class 9 contains 32056 members 
Mstep: Class 10 contains 76384 members 
Mstep: Class 11 contains 22446 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22136 members 
Mstep: Class 14 contains 24947 members 
Mstep: Class 15 contains 133410 members 
Mstep: Class 16 contains 1252 members 
Mstep: Class 17 contains 15381 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3692 members 
Mstep: Class 20 contains 14627 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 6565 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 85865 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615424.000000 Penalty: 94130.875000
Iteration 176Q: 28 clusters Score -1.546154e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307631 members 
Mstep: Class 2 contains 58840 members 
Mstep: Class 3 contains 19079 members 
Mstep: Class 4 contains 277722 members 
Mstep: Class 5 contains 9672 members 
Mstep: Class 6 contains 22534 members 
Mstep: Class 7 contains 8579 members 
Mstep: Class 8 contains 111230 members 
Mstep: Class 9 contains 32052 members 
Mstep: Class 10 contains 76388 members 
Mstep: Class 11 contains 22441 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 22140 members 
Mstep: Class 14 contains 24951 members 
Mstep: Class 15 contains 133555 members 
Mstep: Class 16 contains 1252 members 
Mstep: Class 17 contains 15385 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 14625 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 6561 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 85805 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615696.000000 Penalty: 94130.875000
Iteration 177Q: 28 clusters Score -1.546157e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307582 members 
Mstep: Class 2 contains 58825 members 
Mstep: Class 3 contains 19079 members 
Mstep: Class 4 contains 277757 members 
Mstep: Class 5 contains 9674 members 
Mstep: Class 6 contains 22531 members 
Mstep: Class 7 contains 8585 members 
Mstep: Class 8 contains 111184 members 
Mstep: Class 9 contains 32049 members 
Mstep: Class 10 contains 76398 members 
Mstep: Class 11 contains 22436 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22141 members 
Mstep: Class 14 contains 24953 members 
Mstep: Class 15 contains 133677 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 15385 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3692 members 
Mstep: Class 20 contains 14628 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 6557 members 
Mstep: Class 24 contains 8723 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 85749 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615968.000000 Penalty: 94130.875000
Iteration 178Q: 28 clusters Score -1.54616e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307561 members 
Mstep: Class 2 contains 58811 members 
Mstep: Class 3 contains 19081 members 
Mstep: Class 4 contains 277785 members 
Mstep: Class 5 contains 9672 members 
Mstep: Class 6 contains 22530 members 
Mstep: Class 7 contains 8589 members 
Mstep: Class 8 contains 111129 members 
Mstep: Class 9 contains 32049 members 
Mstep: Class 10 contains 76402 members 
Mstep: Class 11 contains 22428 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 22140 members 
Mstep: Class 14 contains 24950 members 
Mstep: Class 15 contains 133814 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 15380 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3691 members 
Mstep: Class 20 contains 14630 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 6556 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 85685 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615936.000000 Penalty: 94130.875000
Iteration 179Q: 28 clusters Score -1.546159e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307580 members 
Mstep: Class 2 contains 58793 members 
Mstep: Class 3 contains 19078 members 
Mstep: Class 4 contains 277772 members 
Mstep: Class 5 contains 9664 members 
Mstep: Class 6 contains 22529 members 
Mstep: Class 7 contains 8595 members 
Mstep: Class 8 contains 111066 members 
Mstep: Class 9 contains 32048 members 
Mstep: Class 10 contains 76397 members 
Mstep: Class 11 contains 22423 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22138 members 
Mstep: Class 14 contains 24952 members 
Mstep: Class 15 contains 133961 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 15380 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3689 members 
Mstep: Class 20 contains 14630 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 6555 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 85630 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615952.000000 Penalty: 94130.875000
Iteration 180F: 28 clusters Score -1.54616e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307547 members 
Mstep: Class 2 contains 58777 members 
Mstep: Class 3 contains 19082 members 
Mstep: Class 4 contains 277801 members 
Mstep: Class 5 contains 9654 members 
Mstep: Class 6 contains 22527 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 111020 members 
Mstep: Class 9 contains 32045 members 
Mstep: Class 10 contains 76406 members 
Mstep: Class 11 contains 22411 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22140 members 
Mstep: Class 14 contains 24957 members 
Mstep: Class 15 contains 134090 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 15382 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3688 members 
Mstep: Class 20 contains 14629 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 6558 members 
Mstep: Class 24 contains 8723 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 85571 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616144.000000 Penalty: 94130.875000
Iteration 181Q: 28 clusters Score -1.546161e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307514 members 
Mstep: Class 2 contains 58754 members 
Mstep: Class 3 contains 19089 members 
Mstep: Class 4 contains 277839 members 
Mstep: Class 5 contains 9656 members 
Mstep: Class 6 contains 22525 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 110965 members 
Mstep: Class 9 contains 32043 members 
Mstep: Class 10 contains 76417 members 
Mstep: Class 11 contains 22392 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22142 members 
Mstep: Class 14 contains 24961 members 
Mstep: Class 15 contains 134193 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 15389 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 14631 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3901 members 
Mstep: Class 23 contains 6559 members 
Mstep: Class 24 contains 8722 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 85526 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616240.000000 Penalty: 94130.875000
Iteration 182Q: 28 clusters Score -1.546162e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307467 members 
Mstep: Class 2 contains 58724 members 
Mstep: Class 3 contains 19092 members 
Mstep: Class 4 contains 277880 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 22525 members 
Mstep: Class 7 contains 8599 members 
Mstep: Class 8 contains 110918 members 
Mstep: Class 9 contains 32039 members 
Mstep: Class 10 contains 76424 members 
Mstep: Class 11 contains 22367 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 22142 members 
Mstep: Class 14 contains 24966 members 
Mstep: Class 15 contains 134324 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15390 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3688 members 
Mstep: Class 20 contains 14630 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3902 members 
Mstep: Class 23 contains 6555 members 
Mstep: Class 24 contains 8720 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 85491 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616640.000000 Penalty: 94130.875000
Iteration 183Q: 28 clusters Score -1.546166e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307401 members 
Mstep: Class 2 contains 58697 members 
Mstep: Class 3 contains 19094 members 
Mstep: Class 4 contains 277931 members 
Mstep: Class 5 contains 9660 members 
Mstep: Class 6 contains 22518 members 
Mstep: Class 7 contains 8600 members 
Mstep: Class 8 contains 110871 members 
Mstep: Class 9 contains 32044 members 
Mstep: Class 10 contains 76425 members 
Mstep: Class 11 contains 22347 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22143 members 
Mstep: Class 14 contains 24971 members 
Mstep: Class 15 contains 134462 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15388 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 14631 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3902 members 
Mstep: Class 23 contains 6555 members 
Mstep: Class 24 contains 8720 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 85456 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616576.000000 Penalty: 94130.875000
Iteration 184Q: 28 clusters Score -1.546166e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307361 members 
Mstep: Class 2 contains 58679 members 
Mstep: Class 3 contains 19099 members 
Mstep: Class 4 contains 277967 members 
Mstep: Class 5 contains 9661 members 
Mstep: Class 6 contains 22512 members 
Mstep: Class 7 contains 8602 members 
Mstep: Class 8 contains 110816 members 
Mstep: Class 9 contains 32033 members 
Mstep: Class 10 contains 76426 members 
Mstep: Class 11 contains 22334 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 22146 members 
Mstep: Class 14 contains 24982 members 
Mstep: Class 15 contains 134611 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15387 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3682 members 
Mstep: Class 20 contains 14627 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3902 members 
Mstep: Class 23 contains 6557 members 
Mstep: Class 24 contains 8720 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 85397 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616400.000000 Penalty: 94130.875000
Iteration 185Q: 28 clusters Score -1.546164e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307284 members 
Mstep: Class 2 contains 58658 members 
Mstep: Class 3 contains 19099 members 
Mstep: Class 4 contains 278018 members 
Mstep: Class 5 contains 9666 members 
Mstep: Class 6 contains 22503 members 
Mstep: Class 7 contains 8605 members 
Mstep: Class 8 contains 110780 members 
Mstep: Class 9 contains 32029 members 
Mstep: Class 10 contains 76424 members 
Mstep: Class 11 contains 22321 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22148 members 
Mstep: Class 14 contains 24987 members 
Mstep: Class 15 contains 134744 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15392 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3681 members 
Mstep: Class 20 contains 14628 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3902 members 
Mstep: Class 23 contains 6558 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 85354 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616448.000000 Penalty: 94130.875000
Iteration 186Q: 28 clusters Score -1.546164e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307211 members 
Mstep: Class 2 contains 58628 members 
Mstep: Class 3 contains 19105 members 
Mstep: Class 4 contains 278070 members 
Mstep: Class 5 contains 9673 members 
Mstep: Class 6 contains 22504 members 
Mstep: Class 7 contains 8606 members 
Mstep: Class 8 contains 110745 members 
Mstep: Class 9 contains 32025 members 
Mstep: Class 10 contains 76427 members 
Mstep: Class 11 contains 22315 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22145 members 
Mstep: Class 14 contains 24989 members 
Mstep: Class 15 contains 134877 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15397 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 14620 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3902 members 
Mstep: Class 23 contains 6557 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 85305 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616944.000000 Penalty: 94130.875000
Iteration 187Q: 28 clusters Score -1.546169e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307158 members 
Mstep: Class 2 contains 58597 members 
Mstep: Class 3 contains 19104 members 
Mstep: Class 4 contains 278092 members 
Mstep: Class 5 contains 9676 members 
Mstep: Class 6 contains 22503 members 
Mstep: Class 7 contains 8606 members 
Mstep: Class 8 contains 110700 members 
Mstep: Class 9 contains 32027 members 
Mstep: Class 10 contains 76434 members 
Mstep: Class 11 contains 22310 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22144 members 
Mstep: Class 14 contains 24993 members 
Mstep: Class 15 contains 135028 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15398 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3679 members 
Mstep: Class 20 contains 14618 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3902 members 
Mstep: Class 23 contains 6554 members 
Mstep: Class 24 contains 8720 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 85259 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617040.000000 Penalty: 94130.875000
Iteration 188Q: 28 clusters Score -1.54617e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307122 members 
Mstep: Class 2 contains 58572 members 
Mstep: Class 3 contains 19105 members 
Mstep: Class 4 contains 278105 members 
Mstep: Class 5 contains 9676 members 
Mstep: Class 6 contains 22500 members 
Mstep: Class 7 contains 8606 members 
Mstep: Class 8 contains 110657 members 
Mstep: Class 9 contains 32030 members 
Mstep: Class 10 contains 76439 members 
Mstep: Class 11 contains 22313 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 22146 members 
Mstep: Class 14 contains 24994 members 
Mstep: Class 15 contains 135149 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15402 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3679 members 
Mstep: Class 20 contains 14619 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3902 members 
Mstep: Class 23 contains 6553 members 
Mstep: Class 24 contains 8718 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 85214 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616832.000000 Penalty: 94130.875000
Iteration 189Q: 28 clusters Score -1.546168e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 307065 members 
Mstep: Class 2 contains 58544 members 
Mstep: Class 3 contains 19102 members 
Mstep: Class 4 contains 278176 members 
Mstep: Class 5 contains 9681 members 
Mstep: Class 6 contains 22499 members 
Mstep: Class 7 contains 8606 members 
Mstep: Class 8 contains 110608 members 
Mstep: Class 9 contains 32025 members 
Mstep: Class 10 contains 76439 members 
Mstep: Class 11 contains 22312 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 22146 members 
Mstep: Class 14 contains 24993 members 
Mstep: Class 15 contains 135256 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15403 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3679 members 
Mstep: Class 20 contains 14617 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3903 members 
Mstep: Class 23 contains 6546 members 
Mstep: Class 24 contains 8717 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 85184 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154616784.000000 Penalty: 94130.875000
Iteration 190Q: 28 clusters Score -1.546168e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306999 members 
Mstep: Class 2 contains 58512 members 
Mstep: Class 3 contains 19097 members 
Mstep: Class 4 contains 278226 members 
Mstep: Class 5 contains 9686 members 
Mstep: Class 6 contains 22499 members 
Mstep: Class 7 contains 8606 members 
Mstep: Class 8 contains 110565 members 
Mstep: Class 9 contains 32025 members 
Mstep: Class 10 contains 76451 members 
Mstep: Class 11 contains 22310 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 22144 members 
Mstep: Class 14 contains 24993 members 
Mstep: Class 15 contains 135373 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15398 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3678 members 
Mstep: Class 20 contains 14616 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3903 members 
Mstep: Class 23 contains 6541 members 
Mstep: Class 24 contains 8716 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 85163 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617040.000000 Penalty: 94130.875000
Iteration 191Q: 28 clusters Score -1.54617e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306969 members 
Mstep: Class 2 contains 58479 members 
Mstep: Class 3 contains 19098 members 
Mstep: Class 4 contains 278248 members 
Mstep: Class 5 contains 9686 members 
Mstep: Class 6 contains 22496 members 
Mstep: Class 7 contains 8607 members 
Mstep: Class 8 contains 110512 members 
Mstep: Class 9 contains 32023 members 
Mstep: Class 10 contains 76462 members 
Mstep: Class 11 contains 22300 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22144 members 
Mstep: Class 14 contains 24991 members 
Mstep: Class 15 contains 135494 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15402 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3678 members 
Mstep: Class 20 contains 14619 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3903 members 
Mstep: Class 23 contains 6539 members 
Mstep: Class 24 contains 8715 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 85135 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617152.000000 Penalty: 94130.875000
Iteration 192Q: 28 clusters Score -1.546172e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306925 members 
Mstep: Class 2 contains 58449 members 
Mstep: Class 3 contains 19101 members 
Mstep: Class 4 contains 278263 members 
Mstep: Class 5 contains 9689 members 
Mstep: Class 6 contains 22494 members 
Mstep: Class 7 contains 8607 members 
Mstep: Class 8 contains 110479 members 
Mstep: Class 9 contains 32020 members 
Mstep: Class 10 contains 76480 members 
Mstep: Class 11 contains 22286 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22147 members 
Mstep: Class 14 contains 24991 members 
Mstep: Class 15 contains 135611 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15397 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3676 members 
Mstep: Class 20 contains 14619 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3904 members 
Mstep: Class 23 contains 6536 members 
Mstep: Class 24 contains 8715 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 85111 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617232.000000 Penalty: 94130.875000
Iteration 193Q: 28 clusters Score -1.546172e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306872 members 
Mstep: Class 2 contains 58426 members 
Mstep: Class 3 contains 19100 members 
Mstep: Class 4 contains 278279 members 
Mstep: Class 5 contains 9690 members 
Mstep: Class 6 contains 22497 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 110455 members 
Mstep: Class 9 contains 32019 members 
Mstep: Class 10 contains 76505 members 
Mstep: Class 11 contains 22278 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22148 members 
Mstep: Class 14 contains 24994 members 
Mstep: Class 15 contains 135704 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15390 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3675 members 
Mstep: Class 20 contains 14620 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3904 members 
Mstep: Class 23 contains 6534 members 
Mstep: Class 24 contains 8714 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 85088 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617248.000000 Penalty: 94130.875000
Iteration 194Q: 28 clusters Score -1.546172e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306825 members 
Mstep: Class 2 contains 58405 members 
Mstep: Class 3 contains 19106 members 
Mstep: Class 4 contains 278276 members 
Mstep: Class 5 contains 9693 members 
Mstep: Class 6 contains 22496 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 110420 members 
Mstep: Class 9 contains 32018 members 
Mstep: Class 10 contains 76524 members 
Mstep: Class 11 contains 22276 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22145 members 
Mstep: Class 14 contains 24998 members 
Mstep: Class 15 contains 135825 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15381 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3675 members 
Mstep: Class 20 contains 14622 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3904 members 
Mstep: Class 23 contains 6529 members 
Mstep: Class 24 contains 8713 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 85063 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617424.000000 Penalty: 94130.875000
Iteration 195Q: 28 clusters Score -1.546174e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306794 members 
Mstep: Class 2 contains 58373 members 
Mstep: Class 3 contains 19106 members 
Mstep: Class 4 contains 278292 members 
Mstep: Class 5 contains 9697 members 
Mstep: Class 6 contains 22493 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 110400 members 
Mstep: Class 9 contains 32017 members 
Mstep: Class 10 contains 76528 members 
Mstep: Class 11 contains 22277 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 22148 members 
Mstep: Class 14 contains 25001 members 
Mstep: Class 15 contains 135931 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15381 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3675 members 
Mstep: Class 20 contains 14620 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3904 members 
Mstep: Class 23 contains 6524 members 
Mstep: Class 24 contains 8713 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 85019 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617376.000000 Penalty: 94130.875000
Iteration 196Q: 28 clusters Score -1.546174e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306748 members 
Mstep: Class 2 contains 58348 members 
Mstep: Class 3 contains 19109 members 
Mstep: Class 4 contains 278281 members 
Mstep: Class 5 contains 9703 members 
Mstep: Class 6 contains 22490 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 110385 members 
Mstep: Class 9 contains 32016 members 
Mstep: Class 10 contains 76534 members 
Mstep: Class 11 contains 22277 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22154 members 
Mstep: Class 14 contains 25004 members 
Mstep: Class 15 contains 136060 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15376 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3676 members 
Mstep: Class 20 contains 14620 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3904 members 
Mstep: Class 23 contains 6520 members 
Mstep: Class 24 contains 8713 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84974 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617360.000000 Penalty: 94130.875000
Iteration 197Q: 28 clusters Score -1.546174e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306729 members 
Mstep: Class 2 contains 58322 members 
Mstep: Class 3 contains 19113 members 
Mstep: Class 4 contains 278288 members 
Mstep: Class 5 contains 9704 members 
Mstep: Class 6 contains 22492 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 110356 members 
Mstep: Class 9 contains 32020 members 
Mstep: Class 10 contains 76542 members 
Mstep: Class 11 contains 22274 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22156 members 
Mstep: Class 14 contains 25003 members 
Mstep: Class 15 contains 136157 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15366 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3675 members 
Mstep: Class 20 contains 14614 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3905 members 
Mstep: Class 23 contains 6515 members 
Mstep: Class 24 contains 8713 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84948 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617280.000000 Penalty: 94130.875000
Iteration 198Q: 28 clusters Score -1.546173e+08 nChanged 717
Entering ConstructFrom: 
Score: -154617280.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (306711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306711 members 
Entering Unmasked Estep 
Score: -38031692.000000 Penalty: 3133.147949
	Iteration 0F: 2 clusters Score -3.803169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153511 members 
Mstep: Class 2 contains 153200 members 
Entering Unmasked Estep 
Score: -37839976.000000 Penalty: 6266.295898
	Iteration 0F: 3 clusters Score -3.783998e+07 nChanged 148567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158318 members 
Mstep: Class 2 contains 148393 members 
Entering Unmasked Estep 
Score: -37928076.000000 Penalty: 6266.295898
	Iteration 1F: 3 clusters Score -3.792808e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161203 members 
Mstep: Class 2 contains 145508 members 
Entering Unmasked Estep 
Score: -37929340.000000 Penalty: 6266.295898
	Iteration 2Q: 3 clusters Score -3.792934e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165644 members 
Mstep: Class 2 contains 141067 members 
Entering Unmasked Estep 
Score: -37931164.000000 Penalty: 6266.295898
	Iteration 3Q: 3 clusters Score -3.793116e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172586 members 
Mstep: Class 2 contains 134125 members 
Entering Unmasked Estep 
Score: -37933916.000000 Penalty: 6266.295898
	Iteration 4Q: 3 clusters Score -3.793392e+07 nChanged 12384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183144 members 
Mstep: Class 2 contains 123567 members 
Entering Unmasked Estep 
Score: -37939492.000000 Penalty: 6266.295898
	Iteration 5Q: 3 clusters Score -3.793949e+07 nChanged 16178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198000 members 
Mstep: Class 2 contains 108711 members 
Entering Unmasked Estep 
Score: -37948212.000000 Penalty: 6266.295898
	Iteration 6F: 3 clusters Score -3.794821e+07 nChanged 20123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217105 members 
Mstep: Class 2 contains 89606 members 
Entering Unmasked Estep 
Score: -37962296.000000 Penalty: 6266.295898
	Iteration 7F: 3 clusters Score -3.79623e+07 nChanged 21896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237995 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -37980304.000000 Penalty: 6266.295898
	Iteration 8F: 3 clusters Score -3.79803e+07 nChanged 19705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256614 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -37997040.000000 Penalty: 6266.295898
	Iteration 9F: 3 clusters Score -3.799704e+07 nChanged 14886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269994 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -38009440.000000 Penalty: 6266.295898
	Iteration 10Q: 3 clusters Score -3.800944e+07 nChanged 10333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278827 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -38016632.000000 Penalty: 6266.295898
	Iteration 11Q: 3 clusters Score -3.801663e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284697 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -38020468.000000 Penalty: 6266.295898
	Iteration 12Q: 3 clusters Score -3.802047e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288958 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -38022788.000000 Penalty: 6266.295898
	Iteration 13Q: 3 clusters Score -3.802279e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292301 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -38024108.000000 Penalty: 6266.295898
	Iteration 14Q: 3 clusters Score -3.802411e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294980 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -38025368.000000 Penalty: 6266.295898
	Iteration 15Q: 3 clusters Score -3.802537e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297119 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -38026340.000000 Penalty: 6266.295898
	Iteration 16Q: 3 clusters Score -3.802634e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298803 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -38027024.000000 Penalty: 6266.295898
	Iteration 17Q: 3 clusters Score -3.802702e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300067 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -38027356.000000 Penalty: 6266.295898
	Iteration 18Q: 3 clusters Score -3.802736e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301042 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -38027812.000000 Penalty: 6266.295898
	Iteration 19Q: 3 clusters Score -3.802781e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301802 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -38028028.000000 Penalty: 6266.295898
	Iteration 20F: 3 clusters Score -3.802803e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302335 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -38028192.000000 Penalty: 6266.295898
	Iteration 21Q: 3 clusters Score -3.802819e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302762 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -38028380.000000 Penalty: 6266.295898
	Iteration 22Q: 3 clusters Score -3.802838e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303117 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -38028452.000000 Penalty: 6266.295898
	Iteration 23Q: 3 clusters Score -3.802845e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303445 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -38028516.000000 Penalty: 6266.295898
	Iteration 24Q: 3 clusters Score -3.802852e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303698 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -38028544.000000 Penalty: 6266.295898
	Iteration 25Q: 3 clusters Score -3.802854e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303889 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -38028548.000000 Penalty: 6266.295898
	Iteration 26Q: 3 clusters Score -3.802855e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304062 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -38028600.000000 Penalty: 6266.295898
	Iteration 27Q: 3 clusters Score -3.80286e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304202 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -38028684.000000 Penalty: 6266.295898
	Iteration 28Q: 3 clusters Score -3.802868e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304305 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -38028664.000000 Penalty: 6266.295898
	Iteration 29Q: 3 clusters Score -3.802866e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304401 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -38028712.000000 Penalty: 6266.295898
	Iteration 30Q: 3 clusters Score -3.802871e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304501 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -38028760.000000 Penalty: 6266.295898
	Iteration 31Q: 3 clusters Score -3.802876e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304576 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -38028768.000000 Penalty: 6266.295898
	Iteration 32Q: 3 clusters Score -3.802877e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304636 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -38028796.000000 Penalty: 6266.295898
	Iteration 33Q: 3 clusters Score -3.80288e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304689 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -38028784.000000 Penalty: 6266.295898
	Iteration 34Q: 3 clusters Score -3.802878e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304724 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -38028800.000000 Penalty: 6266.295898
	Iteration 35Q: 3 clusters Score -3.80288e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304755 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -38028792.000000 Penalty: 6266.295898
	Iteration 36Q: 3 clusters Score -3.802879e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304781 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -38028816.000000 Penalty: 6266.295898
	Iteration 37Q: 3 clusters Score -3.802882e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304805 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -38028872.000000 Penalty: 6266.295898
	Iteration 38Q: 3 clusters Score -3.802887e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304838 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -38028884.000000 Penalty: 6266.295898
	Iteration 39Q: 3 clusters Score -3.802888e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304863 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -38028888.000000 Penalty: 6266.295898
	Iteration 40F: 3 clusters Score -3.802889e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304886 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -38028900.000000 Penalty: 6266.295898
	Iteration 41Q: 3 clusters Score -3.80289e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304907 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -38028884.000000 Penalty: 6266.295898
	Iteration 42Q: 3 clusters Score -3.802888e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304921 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -38028916.000000 Penalty: 6266.295898
	Iteration 43Q: 3 clusters Score -3.802892e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304936 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -38028928.000000 Penalty: 6266.295898
	Iteration 44Q: 3 clusters Score -3.802893e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304959 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -38028904.000000 Penalty: 6266.295898
	Iteration 45Q: 3 clusters Score -3.80289e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304980 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -38028944.000000 Penalty: 6266.295898
	Iteration 46Q: 3 clusters Score -3.802894e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304999 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -38028984.000000 Penalty: 6266.295898
	Iteration 47Q: 3 clusters Score -3.802898e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305016 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -38028980.000000 Penalty: 6266.295898
	Iteration 48Q: 3 clusters Score -3.802898e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305026 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -38028952.000000 Penalty: 6266.295898
	Iteration 49Q: 3 clusters Score -3.802895e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305033 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -38028928.000000 Penalty: 6266.295898
	Iteration 50Q: 3 clusters Score -3.802893e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305052 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -38028988.000000 Penalty: 6266.295898
	Iteration 51Q: 3 clusters Score -3.802899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305068 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -38029020.000000 Penalty: 6266.295898
	Iteration 52Q: 3 clusters Score -3.802902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305082 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -38029016.000000 Penalty: 6266.295898
	Iteration 53Q: 3 clusters Score -3.802902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305092 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -38029016.000000 Penalty: 6266.295898
	Iteration 54Q: 3 clusters Score -3.802902e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305102 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -38029024.000000 Penalty: 6266.295898
	Iteration 55Q: 3 clusters Score -3.802902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305104 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -38029028.000000 Penalty: 6266.295898
	Iteration 56Q: 3 clusters Score -3.802903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305107 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -38029036.000000 Penalty: 6266.295898
	Iteration 57Q: 3 clusters Score -3.802904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305111 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -38029044.000000 Penalty: 6266.295898
	Iteration 58Q: 3 clusters Score -3.802904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305115 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -38029052.000000 Penalty: 6266.295898
	Iteration 59Q: 3 clusters Score -3.802905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305121 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -38029052.000000 Penalty: 6266.295898
	Iteration 60F: 3 clusters Score -3.802905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305129 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -38029072.000000 Penalty: 6266.295898
	Iteration 61Q: 3 clusters Score -3.802907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305134 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -38029056.000000 Penalty: 6266.295898
	Iteration 62Q: 3 clusters Score -3.802906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305138 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -38029060.000000 Penalty: 6266.295898
	Iteration 63Q: 3 clusters Score -3.802906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305142 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -38029056.000000 Penalty: 6266.295898
	Iteration 64Q: 3 clusters Score -3.802906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305144 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -38029064.000000 Penalty: 6266.295898
	Iteration 65Q: 3 clusters Score -3.802906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305143 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -38029060.000000 Penalty: 6266.295898
	Iteration 66Q: 3 clusters Score -3.802906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305143 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -38029060.000000 Penalty: 6266.295898
	Iteration 67F: 3 clusters Score -3.802906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (58296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58296 members 
Entering Unmasked Estep 
Score: -7325124.500000 Penalty: 2721.375488
	Iteration 0F: 2 clusters Score -7325124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -7285921.000000 Penalty: 5442.750977
	Iteration 0F: 3 clusters Score -7285921 nChanged 26992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -7301067.000000 Penalty: 5442.750977
	Iteration 1F: 3 clusters Score -7301067 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -7301605.000000 Penalty: 5442.750977
	Iteration 2Q: 3 clusters Score -7301605 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -7302267.000000 Penalty: 5442.750977
	Iteration 3Q: 3 clusters Score -7302267 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -7303019.000000 Penalty: 5442.750977
	Iteration 4Q: 3 clusters Score -7303019 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -7304059.000000 Penalty: 5442.750977
	Iteration 5Q: 3 clusters Score -7304059 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -7305611.000000 Penalty: 5442.750977
	Iteration 6Q: 3 clusters Score -7305611 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -7307973.500000 Penalty: 5442.750977
	Iteration 7F: 3 clusters Score -7307974 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -7311021.500000 Penalty: 5442.750977
	Iteration 8F: 3 clusters Score -7311022 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 48087 members 
Entering Unmasked Estep 
Score: -7314490.500000 Penalty: 5442.750977
	Iteration 9F: 3 clusters Score -7314490 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -7317525.500000 Penalty: 5442.750977
	Iteration 10F: 3 clusters Score -7317526 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -7319577.500000 Penalty: 5442.750977
	Iteration 11Q: 3 clusters Score -7319578 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 55200 members 
Entering Unmasked Estep 
Score: -7320920.000000 Penalty: 5442.750977
	Iteration 12Q: 3 clusters Score -7320920 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 56131 members 
Entering Unmasked Estep 
Score: -7321636.000000 Penalty: 5442.750977
	Iteration 13Q: 3 clusters Score -7321636 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 56679 members 
Entering Unmasked Estep 
Score: -7322062.000000 Penalty: 5442.750977
	Iteration 14Q: 3 clusters Score -7322062 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -7322297.000000 Penalty: 5442.750977
	Iteration 15Q: 3 clusters Score -7322297 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 57224 members 
Entering Unmasked Estep 
Score: -7322460.500000 Penalty: 5442.750977
	Iteration 16Q: 3 clusters Score -7322460 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 57368 members 
Entering Unmasked Estep 
Score: -7322582.000000 Penalty: 5442.750977
	Iteration 17Q: 3 clusters Score -7322582 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -7322648.000000 Penalty: 5442.750977
	Iteration 18Q: 3 clusters Score -7322648 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 57531 members 
Entering Unmasked Estep 
Score: -7322696.500000 Penalty: 5442.750977
	Iteration 19Q: 3 clusters Score -7322696 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 57585 members 
Entering Unmasked Estep 
Score: -7322740.000000 Penalty: 5442.750977
	Iteration 20F: 3 clusters Score -7322740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 57617 members 
Entering Unmasked Estep 
Score: -7322767.500000 Penalty: 5442.750977
	Iteration 21Q: 3 clusters Score -7322768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -7322792.500000 Penalty: 5442.750977
	Iteration 22Q: 3 clusters Score -7322792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 57664 members 
Entering Unmasked Estep 
Score: -7322821.500000 Penalty: 5442.750977
	Iteration 23Q: 3 clusters Score -7322822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 57681 members 
Entering Unmasked Estep 
Score: -7322838.000000 Penalty: 5442.750977
	Iteration 24Q: 3 clusters Score -7322838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -7322870.000000 Penalty: 5442.750977
	Iteration 25Q: 3 clusters Score -7322870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -7322869.000000 Penalty: 5442.750977
	Iteration 26Q: 3 clusters Score -7322869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 57708 members 
Entering Unmasked Estep 
Score: -7322876.500000 Penalty: 5442.750977
	Iteration 27Q: 3 clusters Score -7322876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 57712 members 
Entering Unmasked Estep 
Score: -7322893.000000 Penalty: 5442.750977
	Iteration 28Q: 3 clusters Score -7322893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 57721 members 
Entering Unmasked Estep 
Score: -7322895.000000 Penalty: 5442.750977
	Iteration 29Q: 3 clusters Score -7322895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 57729 members 
Entering Unmasked Estep 
Score: -7322912.000000 Penalty: 5442.750977
	Iteration 30Q: 3 clusters Score -7322912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 57734 members 
Entering Unmasked Estep 
Score: -7322919.500000 Penalty: 5442.750977
	Iteration 31Q: 3 clusters Score -7322920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 57738 members 
Entering Unmasked Estep 
Score: -7322920.000000 Penalty: 5442.750977
	Iteration 32Q: 3 clusters Score -7322920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 57737 members 
Entering Unmasked Estep 
Score: -7322929.500000 Penalty: 5442.750977
	Iteration 33Q: 3 clusters Score -7322930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 57738 members 
Entering Unmasked Estep 
Score: -7322933.500000 Penalty: 5442.750977
	Iteration 34Q: 3 clusters Score -7322934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 57740 members 
Entering Unmasked Estep 
Score: -7322936.000000 Penalty: 5442.750977
	Iteration 35Q: 3 clusters Score -7322936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 57743 members 
Entering Unmasked Estep 
Score: -7322942.000000 Penalty: 5442.750977
	Iteration 36Q: 3 clusters Score -7322942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 57741 members 
Entering Unmasked Estep 
Score: -7322943.500000 Penalty: 5442.750977
	Iteration 37Q: 3 clusters Score -7322944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
Score: -7322948.500000 Penalty: 5442.750977
	Iteration 38Q: 3 clusters Score -7322948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 57744 members 
Entering Unmasked Estep 
Score: -7322949.500000 Penalty: 5442.750977
	Iteration 39Q: 3 clusters Score -7322950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 57744 members 
Entering Unmasked Estep 
Score: -7322950.000000 Penalty: 5442.750977
	Iteration 40F: 3 clusters Score -7322950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -7322956.500000 Penalty: 5442.750977
	Iteration 41Q: 3 clusters Score -7322956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -7322956.000000 Penalty: 5442.750977
	Iteration 42Q: 3 clusters Score -7322956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -7322951.500000 Penalty: 5442.750977
	Iteration 43Q: 3 clusters Score -7322952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -7322950.000000 Penalty: 5442.750977
	Iteration 44Q: 3 clusters Score -7322950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -7322950.000000 Penalty: 5442.750977
	Iteration 45F: 3 clusters Score -7322950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Entering Unmasked Estep 
Score: -2394535.750000 Penalty: 2444.879639
	Iteration 0F: 2 clusters Score -2394536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2381108.500000 Penalty: 4889.759277
	Iteration 0F: 3 clusters Score -2381108 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2385776.000000 Penalty: 4889.759277
	Iteration 1F: 3 clusters Score -2385776 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2386266.250000 Penalty: 4889.759277
	Iteration 2F: 3 clusters Score -2386266 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2386714.750000 Penalty: 4889.759277
	Iteration 3F: 3 clusters Score -2386715 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2387189.250000 Penalty: 4889.759277
	Iteration 4F: 3 clusters Score -2387189 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2387710.000000 Penalty: 4889.759277
	Iteration 5F: 3 clusters Score -2387710 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2388305.250000 Penalty: 4889.759277
	Iteration 6F: 3 clusters Score -2388305 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2389036.500000 Penalty: 4889.759277
	Iteration 7F: 3 clusters Score -2389036 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2389832.000000 Penalty: 4889.759277
	Iteration 8F: 3 clusters Score -2389832 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2390509.750000 Penalty: 4889.759277
	Iteration 9Q: 3 clusters Score -2390510 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2390967.750000 Penalty: 4889.759277
	Iteration 10Q: 3 clusters Score -2390968 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2391217.500000 Penalty: 4889.759277
	Iteration 11Q: 3 clusters Score -2391218 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2391351.250000 Penalty: 4889.759277
	Iteration 12Q: 3 clusters Score -2391351 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2391444.750000 Penalty: 4889.759277
	Iteration 13Q: 3 clusters Score -2391445 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2391532.750000 Penalty: 4889.759277
	Iteration 14Q: 3 clusters Score -2391533 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2391600.500000 Penalty: 4889.759277
	Iteration 15Q: 3 clusters Score -2391600 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2391665.750000 Penalty: 4889.759277
	Iteration 16Q: 3 clusters Score -2391666 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2391734.750000 Penalty: 4889.759277
	Iteration 17Q: 3 clusters Score -2391735 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2391789.750000 Penalty: 4889.759277
	Iteration 18Q: 3 clusters Score -2391790 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2391845.500000 Penalty: 4889.759277
	Iteration 19Q: 3 clusters Score -2391846 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2391902.250000 Penalty: 4889.759277
	Iteration 20F: 3 clusters Score -2391902 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2391957.250000 Penalty: 4889.759277
	Iteration 21Q: 3 clusters Score -2391957 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2392010.500000 Penalty: 4889.759277
	Iteration 22Q: 3 clusters Score -2392010 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2392043.000000 Penalty: 4889.759277
	Iteration 23Q: 3 clusters Score -2392043 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2392086.000000 Penalty: 4889.759277
	Iteration 24Q: 3 clusters Score -2392086 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2392130.500000 Penalty: 4889.759277
	Iteration 25Q: 3 clusters Score -2392130 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2392174.250000 Penalty: 4889.759277
	Iteration 26Q: 3 clusters Score -2392174 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2392219.500000 Penalty: 4889.759277
	Iteration 27Q: 3 clusters Score -2392220 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2392258.000000 Penalty: 4889.759277
	Iteration 28Q: 3 clusters Score -2392258 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2392302.250000 Penalty: 4889.759277
	Iteration 29Q: 3 clusters Score -2392302 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2392340.500000 Penalty: 4889.759277
	Iteration 30Q: 3 clusters Score -2392340 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2392368.000000 Penalty: 4889.759277
	Iteration 31Q: 3 clusters Score -2392368 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2392394.750000 Penalty: 4889.759277
	Iteration 32Q: 3 clusters Score -2392395 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2392425.000000 Penalty: 4889.759277
	Iteration 33Q: 3 clusters Score -2392425 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2392459.000000 Penalty: 4889.759277
	Iteration 34Q: 3 clusters Score -2392459 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2392484.500000 Penalty: 4889.759277
	Iteration 35Q: 3 clusters Score -2392484 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2392512.500000 Penalty: 4889.759277
	Iteration 36Q: 3 clusters Score -2392512 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2392534.000000 Penalty: 4889.759277
	Iteration 37Q: 3 clusters Score -2392534 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2392549.750000 Penalty: 4889.759277
	Iteration 38Q: 3 clusters Score -2392550 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2392572.500000 Penalty: 4889.759277
	Iteration 39Q: 3 clusters Score -2392572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2392591.750000 Penalty: 4889.759277
	Iteration 40F: 3 clusters Score -2392592 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2392622.500000 Penalty: 4889.759277
	Iteration 41Q: 3 clusters Score -2392622 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2392631.500000 Penalty: 4889.759277
	Iteration 42Q: 3 clusters Score -2392632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2392646.000000 Penalty: 4889.759277
	Iteration 43Q: 3 clusters Score -2392646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2392658.750000 Penalty: 4889.759277
	Iteration 44Q: 3 clusters Score -2392659 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2392663.500000 Penalty: 4889.759277
	Iteration 45Q: 3 clusters Score -2392664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2392674.250000 Penalty: 4889.759277
	Iteration 46Q: 3 clusters Score -2392674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2392683.250000 Penalty: 4889.759277
	Iteration 47Q: 3 clusters Score -2392683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2392688.250000 Penalty: 4889.759277
	Iteration 48Q: 3 clusters Score -2392688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2392689.750000 Penalty: 4889.759277
	Iteration 49Q: 3 clusters Score -2392690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2392690.500000 Penalty: 4889.759277
	Iteration 50Q: 3 clusters Score -2392690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2392693.000000 Penalty: 4889.759277
	Iteration 51Q: 3 clusters Score -2392693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2392697.500000 Penalty: 4889.759277
	Iteration 52Q: 3 clusters Score -2392698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -2392696.500000 Penalty: 4889.759277
	Iteration 53Q: 3 clusters Score -2392696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2392698.000000 Penalty: 4889.759277
	Iteration 54Q: 3 clusters Score -2392698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2392700.750000 Penalty: 4889.759277
	Iteration 55Q: 3 clusters Score -2392701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2392700.250000 Penalty: 4889.759277
	Iteration 56Q: 3 clusters Score -2392700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2392697.750000 Penalty: 4889.759277
	Iteration 57Q: 3 clusters Score -2392698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2392699.000000 Penalty: 4889.759277
	Iteration 58Q: 3 clusters Score -2392699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2392697.000000 Penalty: 4889.759277
	Iteration 59Q: 3 clusters Score -2392697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2392696.500000 Penalty: 4889.759277
	Iteration 60F: 3 clusters Score -2392696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (278290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278290 members 
Entering Unmasked Estep 
Score: -34505716.000000 Penalty: 3109.031982
	Iteration 0F: 2 clusters Score -3.450572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139457 members 
Mstep: Class 2 contains 138833 members 
Entering Unmasked Estep 
Score: -34326468.000000 Penalty: 6218.063965
	Iteration 0F: 3 clusters Score -3.432647e+07 nChanged 134745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149328 members 
Mstep: Class 2 contains 128962 members 
Entering Unmasked Estep 
Score: -34406268.000000 Penalty: 6218.063965
	Iteration 1F: 3 clusters Score -3.440627e+07 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155327 members 
Mstep: Class 2 contains 122963 members 
Entering Unmasked Estep 
Score: -34408868.000000 Penalty: 6218.063965
	Iteration 2Q: 3 clusters Score -3.440887e+07 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164520 members 
Mstep: Class 2 contains 113770 members 
Entering Unmasked Estep 
Score: -34412896.000000 Penalty: 6218.063965
	Iteration 3Q: 3 clusters Score -3.44129e+07 nChanged 14361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177783 members 
Mstep: Class 2 contains 100507 members 
Entering Unmasked Estep 
Score: -34420072.000000 Penalty: 6218.063965
	Iteration 4F: 3 clusters Score -3.442007e+07 nChanged 18940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196223 members 
Mstep: Class 2 contains 82067 members 
Entering Unmasked Estep 
Score: -34432300.000000 Penalty: 6218.063965
	Iteration 5F: 3 clusters Score -3.44323e+07 nChanged 23006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218937 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -34449704.000000 Penalty: 6218.063965
	Iteration 6F: 3 clusters Score -3.44497e+07 nChanged 23240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242085 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -34469764.000000 Penalty: 6218.063965
	Iteration 7F: 3 clusters Score -3.446976e+07 nChanged 17745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259806 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -34486732.000000 Penalty: 6218.063965
	Iteration 8F: 3 clusters Score -3.448673e+07 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270466 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -34496680.000000 Penalty: 6218.063965
	Iteration 9Q: 3 clusters Score -3.449668e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275274 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -34500524.000000 Penalty: 6218.063965
	Iteration 10Q: 3 clusters Score -3.450052e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277021 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -34501952.000000 Penalty: 6218.063965
	Iteration 11Q: 3 clusters Score -3.450195e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277576 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -34502464.000000 Penalty: 6218.063965
	Iteration 12Q: 3 clusters Score -3.450246e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277772 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -34502684.000000 Penalty: 6218.063965
	Iteration 13Q: 3 clusters Score -3.450268e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277849 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -34502796.000000 Penalty: 6218.063965
	Iteration 14Q: 3 clusters Score -3.45028e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277887 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -34502836.000000 Penalty: 6218.063965
	Iteration 15Q: 3 clusters Score -3.450284e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277900 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -34502872.000000 Penalty: 6218.063965
	Iteration 16Q: 3 clusters Score -3.450287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277910 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -34502896.000000 Penalty: 6218.063965
	Iteration 17Q: 3 clusters Score -3.45029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277913 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -34502892.000000 Penalty: 6218.063965
	Iteration 18Q: 3 clusters Score -3.450289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277919 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -34502896.000000 Penalty: 6218.063965
	Iteration 19Q: 3 clusters Score -3.45029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277923 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -34502924.000000 Penalty: 6218.063965
	Iteration 20F: 3 clusters Score -3.450292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277925 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -34502932.000000 Penalty: 6218.063965
	Iteration 21Q: 3 clusters Score -3.450293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277925 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -34502920.000000 Penalty: 6218.063965
	Iteration 22Q: 3 clusters Score -3.450292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277926 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -34502916.000000 Penalty: 6218.063965
	Iteration 23Q: 3 clusters Score -3.450292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277928 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -34502912.000000 Penalty: 6218.063965
	Iteration 24Q: 3 clusters Score -3.450291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277932 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -34502908.000000 Penalty: 6218.063965
	Iteration 25Q: 3 clusters Score -3.450291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277934 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -34502920.000000 Penalty: 6218.063965
	Iteration 26Q: 3 clusters Score -3.450292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277935 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -34502924.000000 Penalty: 6218.063965
	Iteration 27Q: 3 clusters Score -3.450292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277936 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -34502932.000000 Penalty: 6218.063965
	Iteration 28Q: 3 clusters Score -3.450293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277935 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -34502924.000000 Penalty: 6218.063965
	Iteration 29Q: 3 clusters Score -3.450292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277935 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -34502924.000000 Penalty: 6218.063965
	Iteration 30F: 3 clusters Score -3.450292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Entering Unmasked Estep 
Score: -1171246.125000 Penalty: 2276.789551
	Iteration 0F: 2 clusters Score -1171246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1163770.375000 Penalty: 4553.579102
	Iteration 0F: 3 clusters Score -1163770 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1166021.750000 Penalty: 4553.579102
	Iteration 1F: 3 clusters Score -1166022 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1166389.875000 Penalty: 4553.579102
	Iteration 2F: 3 clusters Score -1166390 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1166725.375000 Penalty: 4553.579102
	Iteration 3F: 3 clusters Score -1166725 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1167048.500000 Penalty: 4553.579102
	Iteration 4F: 3 clusters Score -1167048 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1167345.750000 Penalty: 4553.579102
	Iteration 5Q: 3 clusters Score -1167346 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1167623.750000 Penalty: 4553.579102
	Iteration 6Q: 3 clusters Score -1167624 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1167871.000000 Penalty: 4553.579102
	Iteration 7Q: 3 clusters Score -1167871 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1168154.500000 Penalty: 4553.579102
	Iteration 8Q: 3 clusters Score -1168154 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1168431.750000 Penalty: 4553.579102
	Iteration 9Q: 3 clusters Score -1168432 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1168698.625000 Penalty: 4553.579102
	Iteration 10Q: 3 clusters Score -1168699 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1168935.500000 Penalty: 4553.579102
	Iteration 11Q: 3 clusters Score -1168936 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1169156.250000 Penalty: 4553.579102
	Iteration 12Q: 3 clusters Score -1169156 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1169308.125000 Penalty: 4553.579102
	Iteration 13Q: 3 clusters Score -1169308 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1169461.000000 Penalty: 4553.579102
	Iteration 14Q: 3 clusters Score -1169461 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1169577.375000 Penalty: 4553.579102
	Iteration 15Q: 3 clusters Score -1169577 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1169663.875000 Penalty: 4553.579102
	Iteration 16Q: 3 clusters Score -1169664 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1169730.375000 Penalty: 4553.579102
	Iteration 17Q: 3 clusters Score -1169730 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1169782.500000 Penalty: 4553.579102
	Iteration 18Q: 3 clusters Score -1169782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1169813.125000 Penalty: 4553.579102
	Iteration 19Q: 3 clusters Score -1169813 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1169839.375000 Penalty: 4553.579102
	Iteration 20F: 3 clusters Score -1169839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1169856.250000 Penalty: 4553.579102
	Iteration 21Q: 3 clusters Score -1169856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1169868.125000 Penalty: 4553.579102
	Iteration 22Q: 3 clusters Score -1169868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1169875.375000 Penalty: 4553.579102
	Iteration 23Q: 3 clusters Score -1169875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1169883.250000 Penalty: 4553.579102
	Iteration 24Q: 3 clusters Score -1169883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1169883.250000 Penalty: 4553.579102
	Iteration 25Q: 3 clusters Score -1169883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1169887.125000 Penalty: 4553.579102
	Iteration 26Q: 3 clusters Score -1169887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1169888.500000 Penalty: 4553.579102
	Iteration 27Q: 3 clusters Score -1169888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1169890.375000 Penalty: 4553.579102
	Iteration 28Q: 3 clusters Score -1169890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1169893.000000 Penalty: 4553.579102
	Iteration 29Q: 3 clusters Score -1169893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1169892.750000 Penalty: 4553.579102
	Iteration 30Q: 3 clusters Score -1169893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1169893.000000 Penalty: 4553.579102
	Iteration 31Q: 3 clusters Score -1169893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1169894.750000 Penalty: 4553.579102
	Iteration 32Q: 3 clusters Score -1169895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1169893.875000 Penalty: 4553.579102
	Iteration 33Q: 3 clusters Score -1169894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1169894.750000 Penalty: 4553.579102
	Iteration 34Q: 3 clusters Score -1169895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1169894.500000 Penalty: 4553.579102
	Iteration 35Q: 3 clusters Score -1169894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1169894.500000 Penalty: 4553.579102
	Iteration 36F: 3 clusters Score -1169894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Entering Unmasked Estep 
Score: -2748036.250000 Penalty: 2485.153809
	Iteration 0F: 2 clusters Score -2748036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2732272.000000 Penalty: 4970.307617
	Iteration 0F: 3 clusters Score -2732272 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2737768.250000 Penalty: 4970.307617
	Iteration 1F: 3 clusters Score -2737768 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2738281.000000 Penalty: 4970.307617
	Iteration 2F: 3 clusters Score -2738281 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2738750.500000 Penalty: 4970.307617
	Iteration 3Q: 3 clusters Score -2738750 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2739176.000000 Penalty: 4970.307617
	Iteration 4Q: 3 clusters Score -2739176 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2739565.250000 Penalty: 4970.307617
	Iteration 5Q: 3 clusters Score -2739565 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2739964.250000 Penalty: 4970.307617
	Iteration 6Q: 3 clusters Score -2739964 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2740424.250000 Penalty: 4970.307617
	Iteration 7Q: 3 clusters Score -2740424 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2740953.000000 Penalty: 4970.307617
	Iteration 8Q: 3 clusters Score -2740953 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2741578.500000 Penalty: 4970.307617
	Iteration 9Q: 3 clusters Score -2741578 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2742198.250000 Penalty: 4970.307617
	Iteration 10Q: 3 clusters Score -2742198 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2742758.250000 Penalty: 4970.307617
	Iteration 11Q: 3 clusters Score -2742758 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2743213.250000 Penalty: 4970.307617
	Iteration 12Q: 3 clusters Score -2743213 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2743619.000000 Penalty: 4970.307617
	Iteration 13Q: 3 clusters Score -2743619 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2743906.000000 Penalty: 4970.307617
	Iteration 14Q: 3 clusters Score -2743906 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2744161.000000 Penalty: 4970.307617
	Iteration 15Q: 3 clusters Score -2744161 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -2744373.500000 Penalty: 4970.307617
	Iteration 16Q: 3 clusters Score -2744374 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2744574.000000 Penalty: 4970.307617
	Iteration 17Q: 3 clusters Score -2744574 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2744741.750000 Penalty: 4970.307617
	Iteration 18Q: 3 clusters Score -2744742 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2744908.000000 Penalty: 4970.307617
	Iteration 19Q: 3 clusters Score -2744908 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2745062.000000 Penalty: 4970.307617
	Iteration 20F: 3 clusters Score -2745062 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -2745196.000000 Penalty: 4970.307617
	Iteration 21Q: 3 clusters Score -2745196 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -2745328.000000 Penalty: 4970.307617
	Iteration 22Q: 3 clusters Score -2745328 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -2745430.750000 Penalty: 4970.307617
	Iteration 23Q: 3 clusters Score -2745431 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -2745514.500000 Penalty: 4970.307617
	Iteration 24Q: 3 clusters Score -2745514 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2745574.000000 Penalty: 4970.307617
	Iteration 25Q: 3 clusters Score -2745574 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -2745614.750000 Penalty: 4970.307617
	Iteration 26Q: 3 clusters Score -2745615 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2745662.750000 Penalty: 4970.307617
	Iteration 27Q: 3 clusters Score -2745663 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2745707.250000 Penalty: 4970.307617
	Iteration 28Q: 3 clusters Score -2745707 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -2745749.500000 Penalty: 4970.307617
	Iteration 29Q: 3 clusters Score -2745750 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -2745783.000000 Penalty: 4970.307617
	Iteration 30Q: 3 clusters Score -2745783 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2745803.500000 Penalty: 4970.307617
	Iteration 31Q: 3 clusters Score -2745804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2745828.250000 Penalty: 4970.307617
	Iteration 32Q: 3 clusters Score -2745828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2745844.750000 Penalty: 4970.307617
	Iteration 33Q: 3 clusters Score -2745845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -2745852.250000 Penalty: 4970.307617
	Iteration 34Q: 3 clusters Score -2745852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2745860.750000 Penalty: 4970.307617
	Iteration 35Q: 3 clusters Score -2745861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -2745874.750000 Penalty: 4970.307617
	Iteration 36Q: 3 clusters Score -2745875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2745880.000000 Penalty: 4970.307617
	Iteration 37Q: 3 clusters Score -2745880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2745879.000000 Penalty: 4970.307617
	Iteration 38Q: 3 clusters Score -2745879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2745888.500000 Penalty: 4970.307617
	Iteration 39Q: 3 clusters Score -2745888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -2745887.000000 Penalty: 4970.307617
	Iteration 40F: 3 clusters Score -2745887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -2745888.250000 Penalty: 4970.307617
	Iteration 41Q: 3 clusters Score -2745888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -2745890.750000 Penalty: 4970.307617
	Iteration 42Q: 3 clusters Score -2745891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -2745889.750000 Penalty: 4970.307617
	Iteration 43Q: 3 clusters Score -2745890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -2745889.750000 Penalty: 4970.307617
	Iteration 44F: 3 clusters Score -2745890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Entering Unmasked Estep 
Score: -889787.875000 Penalty: 2247.019531
	Iteration 0F: 2 clusters Score -889787.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -883018.750000 Penalty: 4494.039062
	Iteration 0F: 3 clusters Score -883018.8 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -885782.437500 Penalty: 4494.039062
	Iteration 1F: 3 clusters Score -885782.4 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -887207.437500 Penalty: 4494.039062
	Iteration 2F: 3 clusters Score -887207.4 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -888516.187500 Penalty: 4494.039062
	Iteration 3F: 3 clusters Score -888516.2 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -889512.812500 Penalty: 4494.039062
	Iteration 4F: 3 clusters Score -889512.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -889930.937500 Penalty: 4494.039062
	Iteration 5F: 3 clusters Score -889930.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -890108.937500 Penalty: 4494.039062
	Iteration 6Q: 3 clusters Score -890108.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -890181.000000 Penalty: 4494.039062
	Iteration 7Q: 3 clusters Score -890181 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -890224.375000 Penalty: 4494.039062
	Iteration 8Q: 3 clusters Score -890224.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -890261.562500 Penalty: 4494.039062
	Iteration 9Q: 3 clusters Score -890261.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -890291.937500 Penalty: 4494.039062
	Iteration 10Q: 3 clusters Score -890291.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -890309.687500 Penalty: 4494.039062
	Iteration 11Q: 3 clusters Score -890309.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -890322.500000 Penalty: 4494.039062
	Iteration 12Q: 3 clusters Score -890322.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -890331.375000 Penalty: 4494.039062
	Iteration 13Q: 3 clusters Score -890331.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -890335.625000 Penalty: 4494.039062
	Iteration 14Q: 3 clusters Score -890335.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -890337.687500 Penalty: 4494.039062
	Iteration 15Q: 3 clusters Score -890337.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -890340.625000 Penalty: 4494.039062
	Iteration 16Q: 3 clusters Score -890340.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -890344.250000 Penalty: 4494.039062
	Iteration 17Q: 3 clusters Score -890344.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -890348.250000 Penalty: 4494.039062
	Iteration 18Q: 3 clusters Score -890348.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -890352.937500 Penalty: 4494.039062
	Iteration 19Q: 3 clusters Score -890352.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -890356.312500 Penalty: 4494.039062
	Iteration 20F: 3 clusters Score -890356.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -890359.812500 Penalty: 4494.039062
	Iteration 21Q: 3 clusters Score -890359.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -890360.687500 Penalty: 4494.039062
	Iteration 22Q: 3 clusters Score -890360.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -890360.937500 Penalty: 4494.039062
	Iteration 23Q: 3 clusters Score -890360.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -890360.687500 Penalty: 4494.039062
	Iteration 24Q: 3 clusters Score -890360.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -890361.812500 Penalty: 4494.039062
	Iteration 25Q: 3 clusters Score -890361.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -890362.000000 Penalty: 4494.039062
	Iteration 26Q: 3 clusters Score -890362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -890362.625000 Penalty: 4494.039062
	Iteration 27Q: 3 clusters Score -890362.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -890362.625000 Penalty: 4494.039062
	Iteration 28F: 3 clusters Score -890362.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306711 members 
Mstep: Class 2 contains 58296 members 
Mstep: Class 3 contains 19118 members 
Mstep: Class 4 contains 278290 members 
Mstep: Class 5 contains 9707 members 
Mstep: Class 6 contains 22489 members 
Mstep: Class 7 contains 3598 members 
Mstep: Class 8 contains 110323 members 
Mstep: Class 9 contains 32018 members 
Mstep: Class 10 contains 76552 members 
Mstep: Class 11 contains 22269 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22160 members 
Mstep: Class 14 contains 25005 members 
Mstep: Class 15 contains 136271 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15362 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3675 members 
Mstep: Class 20 contains 14614 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3905 members 
Mstep: Class 23 contains 6514 members 
Mstep: Class 24 contains 8713 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84901 members 
Mstep: Class 27 contains 382 members 
Mstep: Class 28 contains 5011 members 
Entering Unmasked Estep 
Score: -154616752.000000 Penalty: 97617.203125
Splitting cluster 7 changes total score from -154617280.000000 to -154616752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (110323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110323 members 
Entering Unmasked Estep 
Score: -13862406.000000 Penalty: 2879.569580
	Iteration 0F: 2 clusters Score -1.386241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 55256 members 
Entering Unmasked Estep 
Score: -13788734.000000 Penalty: 5759.139160
	Iteration 0F: 3 clusters Score -1.378873e+07 nChanged 52463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 56099 members 
Entering Unmasked Estep 
Score: -13819267.000000 Penalty: 5759.139160
	Iteration 1F: 3 clusters Score -1.381927e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -13820341.000000 Penalty: 5759.139160
	Iteration 2Q: 3 clusters Score -1.382034e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53408 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -13821690.000000 Penalty: 5759.139160
	Iteration 3Q: 3 clusters Score -1.382169e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 57338 members 
Entering Unmasked Estep 
Score: -13823579.000000 Penalty: 5759.139160
	Iteration 4Q: 3 clusters Score -1.382358e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 57737 members 
Entering Unmasked Estep 
Score: -13825890.000000 Penalty: 5759.139160
	Iteration 5Q: 3 clusters Score -1.382589e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 58003 members 
Entering Unmasked Estep 
Score: -13828552.000000 Penalty: 5759.139160
	Iteration 6F: 3 clusters Score -1.382855e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52241 members 
Mstep: Class 2 contains 58082 members 
Entering Unmasked Estep 
Score: -13831826.000000 Penalty: 5759.139160
	Iteration 7F: 3 clusters Score -1.383183e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52391 members 
Mstep: Class 2 contains 57932 members 
Entering Unmasked Estep 
Score: -13835333.000000 Penalty: 5759.139160
	Iteration 8F: 3 clusters Score -1.383533e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
Score: -13839240.000000 Penalty: 5759.139160
	Iteration 9F: 3 clusters Score -1.383924e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53232 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -13842363.000000 Penalty: 5759.139160
	Iteration 10F: 3 clusters Score -1.384236e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
Score: -13844393.000000 Penalty: 5759.139160
	Iteration 11Q: 3 clusters Score -1.384439e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
Score: -13845513.000000 Penalty: 5759.139160
	Iteration 12Q: 3 clusters Score -1.384551e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -13845986.000000 Penalty: 5759.139160
	Iteration 13Q: 3 clusters Score -1.384599e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 55955 members 
Entering Unmasked Estep 
Score: -13846252.000000 Penalty: 5759.139160
	Iteration 14Q: 3 clusters Score -1.384625e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -13846501.000000 Penalty: 5759.139160
	Iteration 15Q: 3 clusters Score -1.38465e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -13846736.000000 Penalty: 5759.139160
	Iteration 16Q: 3 clusters Score -1.384674e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 55307 members 
Entering Unmasked Estep 
Score: -13846966.000000 Penalty: 5759.139160
	Iteration 17Q: 3 clusters Score -1.384697e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55298 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -13847198.000000 Penalty: 5759.139160
	Iteration 18Q: 3 clusters Score -1.38472e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 54710 members 
Entering Unmasked Estep 
Score: -13847371.000000 Penalty: 5759.139160
	Iteration 19Q: 3 clusters Score -1.384737e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -13847625.000000 Penalty: 5759.139160
	Iteration 20F: 3 clusters Score -1.384762e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -13847730.000000 Penalty: 5759.139160
	Iteration 21Q: 3 clusters Score -1.384773e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56489 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -13847863.000000 Penalty: 5759.139160
	Iteration 22Q: 3 clusters Score -1.384786e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56675 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
Score: -13848020.000000 Penalty: 5759.139160
	Iteration 23Q: 3 clusters Score -1.384802e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 53493 members 
Entering Unmasked Estep 
Score: -13848144.000000 Penalty: 5759.139160
	Iteration 24Q: 3 clusters Score -1.384814e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 53339 members 
Entering Unmasked Estep 
Score: -13848191.000000 Penalty: 5759.139160
	Iteration 25Q: 3 clusters Score -1.384819e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 53197 members 
Entering Unmasked Estep 
Score: -13848270.000000 Penalty: 5759.139160
	Iteration 26Q: 3 clusters Score -1.384827e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57285 members 
Mstep: Class 2 contains 53038 members 
Entering Unmasked Estep 
Score: -13848333.000000 Penalty: 5759.139160
	Iteration 27Q: 3 clusters Score -1.384833e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57470 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -13848429.000000 Penalty: 5759.139160
	Iteration 28Q: 3 clusters Score -1.384843e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 52680 members 
Entering Unmasked Estep 
Score: -13848522.000000 Penalty: 5759.139160
	Iteration 29Q: 3 clusters Score -1.384852e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57820 members 
Mstep: Class 2 contains 52503 members 
Entering Unmasked Estep 
Score: -13848545.000000 Penalty: 5759.139160
	Iteration 30Q: 3 clusters Score -1.384854e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58014 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -13848576.000000 Penalty: 5759.139160
	Iteration 31Q: 3 clusters Score -1.384858e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -13848633.000000 Penalty: 5759.139160
	Iteration 32Q: 3 clusters Score -1.384863e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58461 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -13848671.000000 Penalty: 5759.139160
	Iteration 33Q: 3 clusters Score -1.384867e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58688 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -13848620.000000 Penalty: 5759.139160
	Iteration 34Q: 3 clusters Score -1.384862e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58916 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -13848634.000000 Penalty: 5759.139160
	Iteration 35Q: 3 clusters Score -1.384863e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59161 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -13848692.000000 Penalty: 5759.139160
	Iteration 36Q: 3 clusters Score -1.384869e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -13848749.000000 Penalty: 5759.139160
	Iteration 37Q: 3 clusters Score -1.384875e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -13848774.000000 Penalty: 5759.139160
	Iteration 38Q: 3 clusters Score -1.384877e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60024 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -13848811.000000 Penalty: 5759.139160
	Iteration 39Q: 3 clusters Score -1.384881e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60340 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -13848804.000000 Penalty: 5759.139160
	Iteration 40F: 3 clusters Score -1.38488e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -13848855.000000 Penalty: 5759.139160
	Iteration 41Q: 3 clusters Score -1.384886e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61006 members 
Mstep: Class 2 contains 49317 members 
Entering Unmasked Estep 
Score: -13848881.000000 Penalty: 5759.139160
	Iteration 42Q: 3 clusters Score -1.384888e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61368 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -13848931.000000 Penalty: 5759.139160
	Iteration 43Q: 3 clusters Score -1.384893e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -13849020.000000 Penalty: 5759.139160
	Iteration 44Q: 3 clusters Score -1.384902e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62184 members 
Mstep: Class 2 contains 48139 members 
Entering Unmasked Estep 
Score: -13849013.000000 Penalty: 5759.139160
	Iteration 45Q: 3 clusters Score -1.384901e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62576 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -13849023.000000 Penalty: 5759.139160
	Iteration 46Q: 3 clusters Score -1.384902e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62959 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -13849043.000000 Penalty: 5759.139160
	Iteration 47Q: 3 clusters Score -1.384904e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -13849067.000000 Penalty: 5759.139160
	Iteration 48Q: 3 clusters Score -1.384907e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -13849072.000000 Penalty: 5759.139160
	Iteration 49Q: 3 clusters Score -1.384907e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64245 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -13849113.000000 Penalty: 5759.139160
	Iteration 50Q: 3 clusters Score -1.384911e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64726 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -13849181.000000 Penalty: 5759.139160
	Iteration 51Q: 3 clusters Score -1.384918e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -13849254.000000 Penalty: 5759.139160
	Iteration 52Q: 3 clusters Score -1.384925e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65612 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -13849238.000000 Penalty: 5759.139160
	Iteration 53Q: 3 clusters Score -1.384924e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66086 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -13849287.000000 Penalty: 5759.139160
	Iteration 54Q: 3 clusters Score -1.384929e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66582 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -13849370.000000 Penalty: 5759.139160
	Iteration 55Q: 3 clusters Score -1.384937e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67110 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -13849430.000000 Penalty: 5759.139160
	Iteration 56Q: 3 clusters Score -1.384943e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -13849501.000000 Penalty: 5759.139160
	Iteration 57Q: 3 clusters Score -1.38495e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68214 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -13849533.000000 Penalty: 5759.139160
	Iteration 58Q: 3 clusters Score -1.384953e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -13849542.000000 Penalty: 5759.139160
	Iteration 59Q: 3 clusters Score -1.384954e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -13849647.000000 Penalty: 5759.139160
	Iteration 60F: 3 clusters Score -1.384965e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70191 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -13849675.000000 Penalty: 5759.139160
	Iteration 61Q: 3 clusters Score -1.384968e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70975 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -13849805.000000 Penalty: 5759.139160
	Iteration 62Q: 3 clusters Score -1.38498e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71836 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -13850030.000000 Penalty: 5759.139160
	Iteration 63Q: 3 clusters Score -1.385003e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72752 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -13850165.000000 Penalty: 5759.139160
	Iteration 64Q: 3 clusters Score -1.385016e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73798 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -13850440.000000 Penalty: 5759.139160
	Iteration 65Q: 3 clusters Score -1.385044e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74887 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -13850697.000000 Penalty: 5759.139160
	Iteration 66Q: 3 clusters Score -1.38507e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -13850961.000000 Penalty: 5759.139160
	Iteration 67Q: 3 clusters Score -1.385096e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77181 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -13851181.000000 Penalty: 5759.139160
	Iteration 68Q: 3 clusters Score -1.385118e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78369 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -13851444.000000 Penalty: 5759.139160
	Iteration 69Q: 3 clusters Score -1.385144e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79617 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -13851768.000000 Penalty: 5759.139160
	Iteration 70Q: 3 clusters Score -1.385177e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80936 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -13852064.000000 Penalty: 5759.139160
	Iteration 71Q: 3 clusters Score -1.385206e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82282 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -13852334.000000 Penalty: 5759.139160
	Iteration 72Q: 3 clusters Score -1.385233e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83585 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -13852647.000000 Penalty: 5759.139160
	Iteration 73Q: 3 clusters Score -1.385265e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84919 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -13853003.000000 Penalty: 5759.139160
	Iteration 74Q: 3 clusters Score -1.3853e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86250 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -13853284.000000 Penalty: 5759.139160
	Iteration 75Q: 3 clusters Score -1.385328e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87617 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -13853658.000000 Penalty: 5759.139160
	Iteration 76Q: 3 clusters Score -1.385366e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89037 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -13854125.000000 Penalty: 5759.139160
	Iteration 77Q: 3 clusters Score -1.385412e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90408 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -13854463.000000 Penalty: 5759.139160
	Iteration 78Q: 3 clusters Score -1.385446e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91751 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -13854870.000000 Penalty: 5759.139160
	Iteration 79Q: 3 clusters Score -1.385487e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93106 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -13855426.000000 Penalty: 5759.139160
	Iteration 80F: 3 clusters Score -1.385543e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94444 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -13855913.000000 Penalty: 5759.139160
	Iteration 81Q: 3 clusters Score -1.385591e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95634 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -13856247.000000 Penalty: 5759.139160
	Iteration 82Q: 3 clusters Score -1.385625e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96767 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -13856633.000000 Penalty: 5759.139160
	Iteration 83Q: 3 clusters Score -1.385663e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97913 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -13856996.000000 Penalty: 5759.139160
	Iteration 84Q: 3 clusters Score -1.3857e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98962 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -13857332.000000 Penalty: 5759.139160
	Iteration 85Q: 3 clusters Score -1.385733e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99976 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -13857743.000000 Penalty: 5759.139160
	Iteration 86Q: 3 clusters Score -1.385774e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100859 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -13858067.000000 Penalty: 5759.139160
	Iteration 87Q: 3 clusters Score -1.385807e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101747 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -13858398.000000 Penalty: 5759.139160
	Iteration 88Q: 3 clusters Score -1.38584e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102559 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -13858762.000000 Penalty: 5759.139160
	Iteration 89Q: 3 clusters Score -1.385876e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103259 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -13859097.000000 Penalty: 5759.139160
	Iteration 90Q: 3 clusters Score -1.38591e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103881 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -13859308.000000 Penalty: 5759.139160
	Iteration 91Q: 3 clusters Score -1.385931e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104419 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -13859540.000000 Penalty: 5759.139160
	Iteration 92Q: 3 clusters Score -1.385954e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104870 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -13859760.000000 Penalty: 5759.139160
	Iteration 93Q: 3 clusters Score -1.385976e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105293 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -13859896.000000 Penalty: 5759.139160
	Iteration 94Q: 3 clusters Score -1.38599e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105660 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -13860068.000000 Penalty: 5759.139160
	Iteration 95Q: 3 clusters Score -1.386007e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105981 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -13860191.000000 Penalty: 5759.139160
	Iteration 96Q: 3 clusters Score -1.386019e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106268 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -13860254.000000 Penalty: 5759.139160
	Iteration 97Q: 3 clusters Score -1.386025e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106498 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -13860302.000000 Penalty: 5759.139160
	Iteration 98Q: 3 clusters Score -1.38603e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106699 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -13860399.000000 Penalty: 5759.139160
	Iteration 99Q: 3 clusters Score -1.38604e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106861 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -13860433.000000 Penalty: 5759.139160
	Iteration 100F: 3 clusters Score -1.386043e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106970 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -13860510.000000 Penalty: 5759.139160
	Iteration 101Q: 3 clusters Score -1.386051e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107075 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -13860562.000000 Penalty: 5759.139160
	Iteration 102Q: 3 clusters Score -1.386056e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107156 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -13860593.000000 Penalty: 5759.139160
	Iteration 103Q: 3 clusters Score -1.386059e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107239 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -13860611.000000 Penalty: 5759.139160
	Iteration 104Q: 3 clusters Score -1.386061e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107313 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -13860600.000000 Penalty: 5759.139160
	Iteration 105Q: 3 clusters Score -1.38606e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107372 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -13860653.000000 Penalty: 5759.139160
	Iteration 106Q: 3 clusters Score -1.386065e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107422 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -13860657.000000 Penalty: 5759.139160
	Iteration 107Q: 3 clusters Score -1.386066e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107470 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -13860648.000000 Penalty: 5759.139160
	Iteration 108Q: 3 clusters Score -1.386065e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107522 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -13860695.000000 Penalty: 5759.139160
	Iteration 109Q: 3 clusters Score -1.38607e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107547 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -13860670.000000 Penalty: 5759.139160
	Iteration 110Q: 3 clusters Score -1.386067e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107576 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -13860670.000000 Penalty: 5759.139160
	Iteration 111Q: 3 clusters Score -1.386067e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107611 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -13860684.000000 Penalty: 5759.139160
	Iteration 112Q: 3 clusters Score -1.386068e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107647 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -13860684.000000 Penalty: 5759.139160
	Iteration 113Q: 3 clusters Score -1.386068e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107678 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -13860696.000000 Penalty: 5759.139160
	Iteration 114Q: 3 clusters Score -1.38607e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107705 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -13860707.000000 Penalty: 5759.139160
	Iteration 115Q: 3 clusters Score -1.386071e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107723 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -13860730.000000 Penalty: 5759.139160
	Iteration 116Q: 3 clusters Score -1.386073e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107747 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -13860742.000000 Penalty: 5759.139160
	Iteration 117Q: 3 clusters Score -1.386074e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107771 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -13860736.000000 Penalty: 5759.139160
	Iteration 118Q: 3 clusters Score -1.386074e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107801 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -13860710.000000 Penalty: 5759.139160
	Iteration 119Q: 3 clusters Score -1.386071e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107826 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -13860722.000000 Penalty: 5759.139160
	Iteration 120F: 3 clusters Score -1.386072e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107846 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -13860743.000000 Penalty: 5759.139160
	Iteration 121Q: 3 clusters Score -1.386074e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107860 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -13860723.000000 Penalty: 5759.139160
	Iteration 122Q: 3 clusters Score -1.386072e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107869 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -13860724.000000 Penalty: 5759.139160
	Iteration 123Q: 3 clusters Score -1.386072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107879 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -13860720.000000 Penalty: 5759.139160
	Iteration 124Q: 3 clusters Score -1.386072e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107893 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -13860712.000000 Penalty: 5759.139160
	Iteration 125Q: 3 clusters Score -1.386071e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107910 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -13860727.000000 Penalty: 5759.139160
	Iteration 126Q: 3 clusters Score -1.386073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107926 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -13860740.000000 Penalty: 5759.139160
	Iteration 127Q: 3 clusters Score -1.386074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107940 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -13860740.000000 Penalty: 5759.139160
	Iteration 128Q: 3 clusters Score -1.386074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107948 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -13860764.000000 Penalty: 5759.139160
	Iteration 129Q: 3 clusters Score -1.386076e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107959 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -13860752.000000 Penalty: 5759.139160
	Iteration 130Q: 3 clusters Score -1.386075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107969 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -13860763.000000 Penalty: 5759.139160
	Iteration 131Q: 3 clusters Score -1.386076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107975 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -13860771.000000 Penalty: 5759.139160
	Iteration 132Q: 3 clusters Score -1.386077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107982 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -13860757.000000 Penalty: 5759.139160
	Iteration 133Q: 3 clusters Score -1.386076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107991 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -13860756.000000 Penalty: 5759.139160
	Iteration 134Q: 3 clusters Score -1.386076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108000 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -13860772.000000 Penalty: 5759.139160
	Iteration 135Q: 3 clusters Score -1.386077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108003 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -13860777.000000 Penalty: 5759.139160
	Iteration 136Q: 3 clusters Score -1.386078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108007 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -13860782.000000 Penalty: 5759.139160
	Iteration 137Q: 3 clusters Score -1.386078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108009 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -13860777.000000 Penalty: 5759.139160
	Iteration 138Q: 3 clusters Score -1.386078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108012 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -13860774.000000 Penalty: 5759.139160
	Iteration 139Q: 3 clusters Score -1.386077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108015 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -13860780.000000 Penalty: 5759.139160
	Iteration 140F: 3 clusters Score -1.386078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108018 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -13860782.000000 Penalty: 5759.139160
	Iteration 141Q: 3 clusters Score -1.386078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108020 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -13860778.000000 Penalty: 5759.139160
	Iteration 142Q: 3 clusters Score -1.386078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108022 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -13860771.000000 Penalty: 5759.139160
	Iteration 143Q: 3 clusters Score -1.386077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108023 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -13860770.000000 Penalty: 5759.139160
	Iteration 144Q: 3 clusters Score -1.386077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108023 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -13860770.000000 Penalty: 5759.139160
	Iteration 145F: 3 clusters Score -1.386077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Entering Unmasked Estep 
Score: -3632823.000000 Penalty: 2572.765381
	Iteration 0F: 2 clusters Score -3632823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3610820.250000 Penalty: 5145.530762
	Iteration 0F: 3 clusters Score -3610820 nChanged 14452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -3618964.500000 Penalty: 5145.530762
	Iteration 1F: 3 clusters Score -3618964 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3619676.000000 Penalty: 5145.530762
	Iteration 2F: 3 clusters Score -3619676 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -3620473.000000 Penalty: 5145.530762
	Iteration 3F: 3 clusters Score -3620473 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -3621381.250000 Penalty: 5145.530762
	Iteration 4F: 3 clusters Score -3621381 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -3622427.750000 Penalty: 5145.530762
	Iteration 5F: 3 clusters Score -3622428 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -3623531.750000 Penalty: 5145.530762
	Iteration 6F: 3 clusters Score -3623532 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -3624708.250000 Penalty: 5145.530762
	Iteration 7F: 3 clusters Score -3624708 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -3625747.500000 Penalty: 5145.530762
	Iteration 8F: 3 clusters Score -3625748 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -3626555.750000 Penalty: 5145.530762
	Iteration 9Q: 3 clusters Score -3626556 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -3627215.000000 Penalty: 5145.530762
	Iteration 10Q: 3 clusters Score -3627215 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -3627765.250000 Penalty: 5145.530762
	Iteration 11Q: 3 clusters Score -3627765 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -3628229.500000 Penalty: 5145.530762
	Iteration 12Q: 3 clusters Score -3628230 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -3628681.750000 Penalty: 5145.530762
	Iteration 13Q: 3 clusters Score -3628682 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -3629141.000000 Penalty: 5145.530762
	Iteration 14Q: 3 clusters Score -3629141 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -3629563.500000 Penalty: 5145.530762
	Iteration 15Q: 3 clusters Score -3629564 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -3629864.000000 Penalty: 5145.530762
	Iteration 16Q: 3 clusters Score -3629864 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -3630041.000000 Penalty: 5145.530762
	Iteration 17Q: 3 clusters Score -3630041 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -3630172.250000 Penalty: 5145.530762
	Iteration 18Q: 3 clusters Score -3630172 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -3630290.750000 Penalty: 5145.530762
	Iteration 19Q: 3 clusters Score -3630291 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -3630353.500000 Penalty: 5145.530762
	Iteration 20F: 3 clusters Score -3630354 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -3630404.750000 Penalty: 5145.530762
	Iteration 21Q: 3 clusters Score -3630405 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -3630430.750000 Penalty: 5145.530762
	Iteration 22Q: 3 clusters Score -3630431 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -3630479.250000 Penalty: 5145.530762
	Iteration 23Q: 3 clusters Score -3630479 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -3630510.750000 Penalty: 5145.530762
	Iteration 24Q: 3 clusters Score -3630511 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -3630521.250000 Penalty: 5145.530762
	Iteration 25Q: 3 clusters Score -3630521 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -3630547.250000 Penalty: 5145.530762
	Iteration 26Q: 3 clusters Score -3630547 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -3630560.000000 Penalty: 5145.530762
	Iteration 27Q: 3 clusters Score -3630560 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -3630573.250000 Penalty: 5145.530762
	Iteration 28Q: 3 clusters Score -3630573 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -3630590.250000 Penalty: 5145.530762
	Iteration 29Q: 3 clusters Score -3630590 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -3630608.250000 Penalty: 5145.530762
	Iteration 30Q: 3 clusters Score -3630608 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -3630608.750000 Penalty: 5145.530762
	Iteration 31Q: 3 clusters Score -3630609 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -3630610.250000 Penalty: 5145.530762
	Iteration 32Q: 3 clusters Score -3630610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -3630620.250000 Penalty: 5145.530762
	Iteration 33Q: 3 clusters Score -3630620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -3630629.500000 Penalty: 5145.530762
	Iteration 34Q: 3 clusters Score -3630630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -3630634.750000 Penalty: 5145.530762
	Iteration 35Q: 3 clusters Score -3630635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -3630636.750000 Penalty: 5145.530762
	Iteration 36Q: 3 clusters Score -3630637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -3630648.000000 Penalty: 5145.530762
	Iteration 37Q: 3 clusters Score -3630648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -3630649.750000 Penalty: 5145.530762
	Iteration 38Q: 3 clusters Score -3630650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -3630654.000000 Penalty: 5145.530762
	Iteration 39Q: 3 clusters Score -3630654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -3630660.750000 Penalty: 5145.530762
	Iteration 40F: 3 clusters Score -3630661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -3630661.750000 Penalty: 5145.530762
	Iteration 41Q: 3 clusters Score -3630662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -3630658.250000 Penalty: 5145.530762
	Iteration 42Q: 3 clusters Score -3630658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -3630663.750000 Penalty: 5145.530762
	Iteration 43Q: 3 clusters Score -3630664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -3630666.500000 Penalty: 5145.530762
	Iteration 44Q: 3 clusters Score -3630666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -3630663.500000 Penalty: 5145.530762
	Iteration 45Q: 3 clusters Score -3630664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -3630664.750000 Penalty: 5145.530762
	Iteration 46Q: 3 clusters Score -3630665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -3630664.500000 Penalty: 5145.530762
	Iteration 47Q: 3 clusters Score -3630664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -3630665.250000 Penalty: 5145.530762
	Iteration 48Q: 3 clusters Score -3630665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -3630673.000000 Penalty: 5145.530762
	Iteration 49Q: 3 clusters Score -3630673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -3630671.750000 Penalty: 5145.530762
	Iteration 50Q: 3 clusters Score -3630672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -3630671.000000 Penalty: 5145.530762
	Iteration 51Q: 3 clusters Score -3630671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -3630669.750000 Penalty: 5145.530762
	Iteration 52Q: 3 clusters Score -3630670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -3630675.000000 Penalty: 5145.530762
	Iteration 53Q: 3 clusters Score -3630675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -3630669.750000 Penalty: 5145.530762
	Iteration 54Q: 3 clusters Score -3630670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -3630678.500000 Penalty: 5145.530762
	Iteration 55Q: 3 clusters Score -3630678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -3630681.250000 Penalty: 5145.530762
	Iteration 56Q: 3 clusters Score -3630681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -3630683.500000 Penalty: 5145.530762
	Iteration 57Q: 3 clusters Score -3630684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -3630687.250000 Penalty: 5145.530762
	Iteration 58Q: 3 clusters Score -3630687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -3630690.000000 Penalty: 5145.530762
	Iteration 59Q: 3 clusters Score -3630690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -3630691.500000 Penalty: 5145.530762
	Iteration 60F: 3 clusters Score -3630692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -3630690.000000 Penalty: 5145.530762
	Iteration 61Q: 3 clusters Score -3630690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -3630690.000000 Penalty: 5145.530762
	Iteration 62F: 3 clusters Score -3630690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76552 members 
Entering Unmasked Estep 
Score: -9261196.000000 Penalty: 2788.939941
	Iteration 0F: 2 clusters Score -9261196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -9210062.000000 Penalty: 5577.879883
	Iteration 0F: 3 clusters Score -9210062 nChanged 35847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -9230098.000000 Penalty: 5577.879883
	Iteration 1F: 3 clusters Score -9230098 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -9230951.000000 Penalty: 5577.879883
	Iteration 2Q: 3 clusters Score -9230951 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -9231955.000000 Penalty: 5577.879883
	Iteration 3Q: 3 clusters Score -9231955 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -9233702.000000 Penalty: 5577.879883
	Iteration 4Q: 3 clusters Score -9233702 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -9236736.000000 Penalty: 5577.879883
	Iteration 5F: 3 clusters Score -9236736 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -9241482.000000 Penalty: 5577.879883
	Iteration 6F: 3 clusters Score -9241482 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65846 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -9247920.000000 Penalty: 5577.879883
	Iteration 7F: 3 clusters Score -9247920 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71729 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -9253870.000000 Penalty: 5577.879883
	Iteration 8F: 3 clusters Score -9253870 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74991 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -9257094.000000 Penalty: 5577.879883
	Iteration 9Q: 3 clusters Score -9257094 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76040 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9258194.000000 Penalty: 5577.879883
	Iteration 10Q: 3 clusters Score -9258194 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76286 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9258458.000000 Penalty: 5577.879883
	Iteration 11Q: 3 clusters Score -9258458 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76348 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9258583.000000 Penalty: 5577.879883
	Iteration 12Q: 3 clusters Score -9258583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9258637.000000 Penalty: 5577.879883
	Iteration 13Q: 3 clusters Score -9258637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76365 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9258655.000000 Penalty: 5577.879883
	Iteration 14Q: 3 clusters Score -9258655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76372 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9258681.000000 Penalty: 5577.879883
	Iteration 15Q: 3 clusters Score -9258681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76375 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9258693.000000 Penalty: 5577.879883
	Iteration 16Q: 3 clusters Score -9258693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76376 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9258690.000000 Penalty: 5577.879883
	Iteration 17Q: 3 clusters Score -9258690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9258691.000000 Penalty: 5577.879883
	Iteration 18Q: 3 clusters Score -9258691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9258707.000000 Penalty: 5577.879883
	Iteration 19Q: 3 clusters Score -9258707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9258707.000000 Penalty: 5577.879883
	Iteration 20F: 3 clusters Score -9258707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76376 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9258710.000000 Penalty: 5577.879883
	Iteration 21Q: 3 clusters Score -9258710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9258710.000000 Penalty: 5577.879883
	Iteration 22Q: 3 clusters Score -9258710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9258711.000000 Penalty: 5577.879883
	Iteration 23Q: 3 clusters Score -9258711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9258711.000000 Penalty: 5577.879883
	Iteration 24F: 3 clusters Score -9258711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Entering Unmasked Estep 
Score: -2787947.750000 Penalty: 2482.715820
	Iteration 0F: 2 clusters Score -2787948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2772444.250000 Penalty: 4965.431641
	Iteration 0F: 3 clusters Score -2772444 nChanged 9825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2777809.000000 Penalty: 4965.431641
	Iteration 1F: 3 clusters Score -2777809 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2778344.750000 Penalty: 4965.431641
	Iteration 2F: 3 clusters Score -2778345 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2778832.500000 Penalty: 4965.431641
	Iteration 3Q: 3 clusters Score -2778832 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2779340.750000 Penalty: 4965.431641
	Iteration 4Q: 3 clusters Score -2779341 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2779974.500000 Penalty: 4965.431641
	Iteration 5Q: 3 clusters Score -2779974 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2780677.500000 Penalty: 4965.431641
	Iteration 6F: 3 clusters Score -2780678 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2781411.250000 Penalty: 4965.431641
	Iteration 7F: 3 clusters Score -2781411 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2782185.250000 Penalty: 4965.431641
	Iteration 8F: 3 clusters Score -2782185 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2783044.750000 Penalty: 4965.431641
	Iteration 9F: 3 clusters Score -2783045 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2783817.000000 Penalty: 4965.431641
	Iteration 10Q: 3 clusters Score -2783817 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -2784444.500000 Penalty: 4965.431641
	Iteration 11Q: 3 clusters Score -2784444 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2784852.500000 Penalty: 4965.431641
	Iteration 12Q: 3 clusters Score -2784852 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2785129.000000 Penalty: 4965.431641
	Iteration 13Q: 3 clusters Score -2785129 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -2785305.250000 Penalty: 4965.431641
	Iteration 14Q: 3 clusters Score -2785305 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2785433.000000 Penalty: 4965.431641
	Iteration 15Q: 3 clusters Score -2785433 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2785542.750000 Penalty: 4965.431641
	Iteration 16Q: 3 clusters Score -2785543 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -2785612.500000 Penalty: 4965.431641
	Iteration 17Q: 3 clusters Score -2785612 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2785660.500000 Penalty: 4965.431641
	Iteration 18Q: 3 clusters Score -2785660 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -2785699.250000 Penalty: 4965.431641
	Iteration 19Q: 3 clusters Score -2785699 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -2785724.250000 Penalty: 4965.431641
	Iteration 20F: 3 clusters Score -2785724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -2785751.500000 Penalty: 4965.431641
	Iteration 21Q: 3 clusters Score -2785752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2785766.750000 Penalty: 4965.431641
	Iteration 22Q: 3 clusters Score -2785767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -2785777.250000 Penalty: 4965.431641
	Iteration 23Q: 3 clusters Score -2785777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -2785781.250000 Penalty: 4965.431641
	Iteration 24Q: 3 clusters Score -2785781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2785787.500000 Penalty: 4965.431641
	Iteration 25Q: 3 clusters Score -2785788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -2785795.000000 Penalty: 4965.431641
	Iteration 26Q: 3 clusters Score -2785795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -2785796.250000 Penalty: 4965.431641
	Iteration 27Q: 3 clusters Score -2785796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2785801.500000 Penalty: 4965.431641
	Iteration 28Q: 3 clusters Score -2785802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2785813.250000 Penalty: 4965.431641
	Iteration 29Q: 3 clusters Score -2785813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -2785821.250000 Penalty: 4965.431641
	Iteration 30Q: 3 clusters Score -2785821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -2785832.750000 Penalty: 4965.431641
	Iteration 31Q: 3 clusters Score -2785833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2785836.750000 Penalty: 4965.431641
	Iteration 32Q: 3 clusters Score -2785837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2785843.250000 Penalty: 4965.431641
	Iteration 33Q: 3 clusters Score -2785843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -2785842.500000 Penalty: 4965.431641
	Iteration 34Q: 3 clusters Score -2785842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2785847.500000 Penalty: 4965.431641
	Iteration 35Q: 3 clusters Score -2785848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -2785848.500000 Penalty: 4965.431641
	Iteration 36Q: 3 clusters Score -2785848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -2785855.000000 Penalty: 4965.431641
	Iteration 37Q: 3 clusters Score -2785855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -2785858.500000 Penalty: 4965.431641
	Iteration 38Q: 3 clusters Score -2785858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2785859.500000 Penalty: 4965.431641
	Iteration 39Q: 3 clusters Score -2785860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2785859.500000 Penalty: 4965.431641
	Iteration 40F: 3 clusters Score -2785860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Entering Unmasked Estep 
Score: -491937.937500 Penalty: 2068.255371
	Iteration 0F: 2 clusters Score -491937.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -487916.312500 Penalty: 4136.510742
	Iteration 0F: 3 clusters Score -487916.3 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -488825.343750 Penalty: 4136.510742
	Iteration 1F: 3 clusters Score -488825.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -489013.781250 Penalty: 4136.510742
	Iteration 2F: 3 clusters Score -489013.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -489126.625000 Penalty: 4136.510742
	Iteration 3Q: 3 clusters Score -489126.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -489207.062500 Penalty: 4136.510742
	Iteration 4Q: 3 clusters Score -489207.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -489266.218750 Penalty: 4136.510742
	Iteration 5Q: 3 clusters Score -489266.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -489306.375000 Penalty: 4136.510742
	Iteration 6Q: 3 clusters Score -489306.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -489336.750000 Penalty: 4136.510742
	Iteration 7Q: 3 clusters Score -489336.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -489363.250000 Penalty: 4136.510742
	Iteration 8Q: 3 clusters Score -489363.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -489389.718750 Penalty: 4136.510742
	Iteration 9Q: 3 clusters Score -489389.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -489413.093750 Penalty: 4136.510742
	Iteration 10Q: 3 clusters Score -489413.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -489432.968750 Penalty: 4136.510742
	Iteration 11Q: 3 clusters Score -489433 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -489457.468750 Penalty: 4136.510742
	Iteration 12Q: 3 clusters Score -489457.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -489479.218750 Penalty: 4136.510742
	Iteration 13Q: 3 clusters Score -489479.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -489505.906250 Penalty: 4136.510742
	Iteration 14Q: 3 clusters Score -489505.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -489528.593750 Penalty: 4136.510742
	Iteration 15Q: 3 clusters Score -489528.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -489554.250000 Penalty: 4136.510742
	Iteration 16Q: 3 clusters Score -489554.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -489578.500000 Penalty: 4136.510742
	Iteration 17Q: 3 clusters Score -489578.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -489592.375000 Penalty: 4136.510742
	Iteration 18Q: 3 clusters Score -489592.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -489600.343750 Penalty: 4136.510742
	Iteration 19Q: 3 clusters Score -489600.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -489608.687500 Penalty: 4136.510742
	Iteration 20F: 3 clusters Score -489608.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -489613.718750 Penalty: 4136.510742
	Iteration 21Q: 3 clusters Score -489613.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -489617.406250 Penalty: 4136.510742
	Iteration 22Q: 3 clusters Score -489617.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -489621.281250 Penalty: 4136.510742
	Iteration 23Q: 3 clusters Score -489621.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -489621.843750 Penalty: 4136.510742
	Iteration 24Q: 3 clusters Score -489621.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -489624.625000 Penalty: 4136.510742
	Iteration 25Q: 3 clusters Score -489624.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -489627.031250 Penalty: 4136.510742
	Iteration 26Q: 3 clusters Score -489627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -489630.718750 Penalty: 4136.510742
	Iteration 27Q: 3 clusters Score -489630.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -489633.875000 Penalty: 4136.510742
	Iteration 28Q: 3 clusters Score -489633.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -489635.062500 Penalty: 4136.510742
	Iteration 29Q: 3 clusters Score -489635.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -489639.187500 Penalty: 4136.510742
	Iteration 30Q: 3 clusters Score -489639.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -489640.406250 Penalty: 4136.510742
	Iteration 31Q: 3 clusters Score -489640.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -489642.343750 Penalty: 4136.510742
	Iteration 32Q: 3 clusters Score -489642.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -489643.968750 Penalty: 4136.510742
	Iteration 33Q: 3 clusters Score -489644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -489645.281250 Penalty: 4136.510742
	Iteration 34Q: 3 clusters Score -489645.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -489646.437500 Penalty: 4136.510742
	Iteration 35Q: 3 clusters Score -489646.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -489646.343750 Penalty: 4136.510742
	Iteration 36Q: 3 clusters Score -489646.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -489648.343750 Penalty: 4136.510742
	Iteration 37Q: 3 clusters Score -489648.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -489649.031250 Penalty: 4136.510742
	Iteration 38Q: 3 clusters Score -489649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -489648.406250 Penalty: 4136.510742
	Iteration 39Q: 3 clusters Score -489648.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -489649.093750 Penalty: 4136.510742
	Iteration 40F: 3 clusters Score -489649.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Entering Unmasked Estep 
Score: -2729381.000000 Penalty: 2481.499023
	Iteration 0F: 2 clusters Score -2729381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2713863.250000 Penalty: 4962.998047
	Iteration 0F: 3 clusters Score -2713863 nChanged 9797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2719051.750000 Penalty: 4962.998047
	Iteration 1F: 3 clusters Score -2719052 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2719518.500000 Penalty: 4962.998047
	Iteration 2F: 3 clusters Score -2719518 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2719965.500000 Penalty: 4962.998047
	Iteration 3Q: 3 clusters Score -2719966 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2720468.750000 Penalty: 4962.998047
	Iteration 4Q: 3 clusters Score -2720469 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2721099.000000 Penalty: 4962.998047
	Iteration 5F: 3 clusters Score -2721099 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2721900.250000 Penalty: 4962.998047
	Iteration 6F: 3 clusters Score -2721900 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2722921.000000 Penalty: 4962.998047
	Iteration 7F: 3 clusters Score -2722921 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2724069.000000 Penalty: 4962.998047
	Iteration 8F: 3 clusters Score -2724069 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2725133.000000 Penalty: 4962.998047
	Iteration 9F: 3 clusters Score -2725133 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2725905.500000 Penalty: 4962.998047
	Iteration 10Q: 3 clusters Score -2725906 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2726372.250000 Penalty: 4962.998047
	Iteration 11Q: 3 clusters Score -2726372 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2726664.250000 Penalty: 4962.998047
	Iteration 12Q: 3 clusters Score -2726664 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2726846.500000 Penalty: 4962.998047
	Iteration 13Q: 3 clusters Score -2726846 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2726972.000000 Penalty: 4962.998047
	Iteration 14Q: 3 clusters Score -2726972 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2727052.500000 Penalty: 4962.998047
	Iteration 15Q: 3 clusters Score -2727052 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2727103.750000 Penalty: 4962.998047
	Iteration 16Q: 3 clusters Score -2727104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2727134.250000 Penalty: 4962.998047
	Iteration 17Q: 3 clusters Score -2727134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2727154.500000 Penalty: 4962.998047
	Iteration 18Q: 3 clusters Score -2727154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2727172.250000 Penalty: 4962.998047
	Iteration 19Q: 3 clusters Score -2727172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2727181.500000 Penalty: 4962.998047
	Iteration 20F: 3 clusters Score -2727182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2727191.750000 Penalty: 4962.998047
	Iteration 21Q: 3 clusters Score -2727192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2727196.750000 Penalty: 4962.998047
	Iteration 22Q: 3 clusters Score -2727197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2727198.750000 Penalty: 4962.998047
	Iteration 23Q: 3 clusters Score -2727199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2727199.500000 Penalty: 4962.998047
	Iteration 24Q: 3 clusters Score -2727200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2727207.000000 Penalty: 4962.998047
	Iteration 25Q: 3 clusters Score -2727207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2727205.250000 Penalty: 4962.998047
	Iteration 26Q: 3 clusters Score -2727205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2727205.250000 Penalty: 4962.998047
	Iteration 27F: 3 clusters Score -2727205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Entering Unmasked Estep 
Score: -3016215.000000 Penalty: 2511.454102
	Iteration 0F: 2 clusters Score -3016215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2998818.750000 Penalty: 5022.908203
	Iteration 0F: 3 clusters Score -2998819 nChanged 11142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -3004976.750000 Penalty: 5022.908203
	Iteration 1F: 3 clusters Score -3004977 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -3005454.000000 Penalty: 5022.908203
	Iteration 2F: 3 clusters Score -3005454 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3005962.000000 Penalty: 5022.908203
	Iteration 3Q: 3 clusters Score -3005962 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -3006520.250000 Penalty: 5022.908203
	Iteration 4Q: 3 clusters Score -3006520 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -3007174.500000 Penalty: 5022.908203
	Iteration 5Q: 3 clusters Score -3007174 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -3007883.250000 Penalty: 5022.908203
	Iteration 6F: 3 clusters Score -3007883 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -3008671.000000 Penalty: 5022.908203
	Iteration 7F: 3 clusters Score -3008671 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -3009533.500000 Penalty: 5022.908203
	Iteration 8F: 3 clusters Score -3009534 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -3010404.250000 Penalty: 5022.908203
	Iteration 9F: 3 clusters Score -3010404 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -3011324.500000 Penalty: 5022.908203
	Iteration 10F: 3 clusters Score -3011324 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -3012227.000000 Penalty: 5022.908203
	Iteration 11Q: 3 clusters Score -3012227 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -3012976.500000 Penalty: 5022.908203
	Iteration 12Q: 3 clusters Score -3012976 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -3013551.000000 Penalty: 5022.908203
	Iteration 13Q: 3 clusters Score -3013551 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -3013881.000000 Penalty: 5022.908203
	Iteration 14Q: 3 clusters Score -3013881 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -3014068.750000 Penalty: 5022.908203
	Iteration 15Q: 3 clusters Score -3014069 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -3014200.500000 Penalty: 5022.908203
	Iteration 16Q: 3 clusters Score -3014200 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -3014300.500000 Penalty: 5022.908203
	Iteration 17Q: 3 clusters Score -3014300 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -3014368.000000 Penalty: 5022.908203
	Iteration 18Q: 3 clusters Score -3014368 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -3014415.500000 Penalty: 5022.908203
	Iteration 19Q: 3 clusters Score -3014416 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -3014460.250000 Penalty: 5022.908203
	Iteration 20F: 3 clusters Score -3014460 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -3014494.000000 Penalty: 5022.908203
	Iteration 21Q: 3 clusters Score -3014494 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -3014530.250000 Penalty: 5022.908203
	Iteration 22Q: 3 clusters Score -3014530 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -3014553.750000 Penalty: 5022.908203
	Iteration 23Q: 3 clusters Score -3014554 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -3014578.250000 Penalty: 5022.908203
	Iteration 24Q: 3 clusters Score -3014578 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -3014609.250000 Penalty: 5022.908203
	Iteration 25Q: 3 clusters Score -3014609 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -3014643.250000 Penalty: 5022.908203
	Iteration 26Q: 3 clusters Score -3014643 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -3014670.750000 Penalty: 5022.908203
	Iteration 27Q: 3 clusters Score -3014671 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -3014681.500000 Penalty: 5022.908203
	Iteration 28Q: 3 clusters Score -3014682 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -3014689.500000 Penalty: 5022.908203
	Iteration 29Q: 3 clusters Score -3014690 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -3014706.000000 Penalty: 5022.908203
	Iteration 30Q: 3 clusters Score -3014706 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -3014722.750000 Penalty: 5022.908203
	Iteration 31Q: 3 clusters Score -3014723 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -3014733.750000 Penalty: 5022.908203
	Iteration 32Q: 3 clusters Score -3014734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -3014758.000000 Penalty: 5022.908203
	Iteration 33Q: 3 clusters Score -3014758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -3014765.750000 Penalty: 5022.908203
	Iteration 34Q: 3 clusters Score -3014766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -3014782.250000 Penalty: 5022.908203
	Iteration 35Q: 3 clusters Score -3014782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -3014784.000000 Penalty: 5022.908203
	Iteration 36Q: 3 clusters Score -3014784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3014798.500000 Penalty: 5022.908203
	Iteration 37Q: 3 clusters Score -3014798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -3014813.750000 Penalty: 5022.908203
	Iteration 38Q: 3 clusters Score -3014814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3014816.000000 Penalty: 5022.908203
	Iteration 39Q: 3 clusters Score -3014816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -3014814.500000 Penalty: 5022.908203
	Iteration 40F: 3 clusters Score -3014814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -3014819.750000 Penalty: 5022.908203
	Iteration 41Q: 3 clusters Score -3014820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -3014817.500000 Penalty: 5022.908203
	Iteration 42Q: 3 clusters Score -3014818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -3014824.750000 Penalty: 5022.908203
	Iteration 43Q: 3 clusters Score -3014825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -3014828.500000 Penalty: 5022.908203
	Iteration 44Q: 3 clusters Score -3014828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -3014832.750000 Penalty: 5022.908203
	Iteration 45Q: 3 clusters Score -3014833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -3014838.750000 Penalty: 5022.908203
	Iteration 46Q: 3 clusters Score -3014839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -3014852.000000 Penalty: 5022.908203
	Iteration 47Q: 3 clusters Score -3014852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3014865.000000 Penalty: 5022.908203
	Iteration 48Q: 3 clusters Score -3014865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -3014866.500000 Penalty: 5022.908203
	Iteration 49Q: 3 clusters Score -3014866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3014868.750000 Penalty: 5022.908203
	Iteration 50Q: 3 clusters Score -3014869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -3014870.000000 Penalty: 5022.908203
	Iteration 51Q: 3 clusters Score -3014870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -3014869.500000 Penalty: 5022.908203
	Iteration 52Q: 3 clusters Score -3014870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -3014874.500000 Penalty: 5022.908203
	Iteration 53Q: 3 clusters Score -3014874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -3014874.250000 Penalty: 5022.908203
	Iteration 54Q: 3 clusters Score -3014874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3014874.000000 Penalty: 5022.908203
	Iteration 55Q: 3 clusters Score -3014874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -3014874.000000 Penalty: 5022.908203
	Iteration 56Q: 3 clusters Score -3014874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -3014873.000000 Penalty: 5022.908203
	Iteration 57Q: 3 clusters Score -3014873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -3014875.000000 Penalty: 5022.908203
	Iteration 58Q: 3 clusters Score -3014875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -3014878.750000 Penalty: 5022.908203
	Iteration 59Q: 3 clusters Score -3014879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -3014882.250000 Penalty: 5022.908203
	Iteration 60F: 3 clusters Score -3014882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -3014880.500000 Penalty: 5022.908203
	Iteration 61Q: 3 clusters Score -3014880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -3014880.500000 Penalty: 5022.908203
	Iteration 62Q: 3 clusters Score -3014880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -3014881.250000 Penalty: 5022.908203
	Iteration 63Q: 3 clusters Score -3014881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -3014881.750000 Penalty: 5022.908203
	Iteration 64Q: 3 clusters Score -3014882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -3014881.750000 Penalty: 5022.908203
	Iteration 65F: 3 clusters Score -3014882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (136271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136271 members 
Entering Unmasked Estep 
Score: -17086294.000000 Penalty: 2931.955566
	Iteration 0F: 2 clusters Score -1.708629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68197 members 
Mstep: Class 2 contains 68074 members 
Entering Unmasked Estep 
Score: -16995150.000000 Penalty: 5863.911133
	Iteration 0F: 3 clusters Score -1.699515e+07 nChanged 65172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68971 members 
Mstep: Class 2 contains 67300 members 
Entering Unmasked Estep 
Score: -17033414.000000 Penalty: 5863.911133
	Iteration 1F: 3 clusters Score -1.703341e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69397 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -17034970.000000 Penalty: 5863.911133
	Iteration 2Q: 3 clusters Score -1.703497e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70194 members 
Mstep: Class 2 contains 66077 members 
Entering Unmasked Estep 
Score: -17036860.000000 Penalty: 5863.911133
	Iteration 3Q: 3 clusters Score -1.703686e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71531 members 
Mstep: Class 2 contains 64740 members 
Entering Unmasked Estep 
Score: -17039264.000000 Penalty: 5863.911133
	Iteration 4Q: 3 clusters Score -1.703926e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73532 members 
Mstep: Class 2 contains 62739 members 
Entering Unmasked Estep 
Score: -17042470.000000 Penalty: 5863.911133
	Iteration 5Q: 3 clusters Score -1.704247e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76462 members 
Mstep: Class 2 contains 59809 members 
Entering Unmasked Estep 
Score: -17046382.000000 Penalty: 5863.911133
	Iteration 6F: 3 clusters Score -1.704638e+07 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80162 members 
Mstep: Class 2 contains 56109 members 
Entering Unmasked Estep 
Score: -17051710.000000 Penalty: 5863.911133
	Iteration 7F: 3 clusters Score -1.705171e+07 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84377 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -17057504.000000 Penalty: 5863.911133
	Iteration 8F: 3 clusters Score -1.70575e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88312 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -17062734.000000 Penalty: 5863.911133
	Iteration 9F: 3 clusters Score -1.706273e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91656 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -17066474.000000 Penalty: 5863.911133
	Iteration 10Q: 3 clusters Score -1.706647e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94593 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -17068386.000000 Penalty: 5863.911133
	Iteration 11Q: 3 clusters Score -1.706839e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97365 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -17069806.000000 Penalty: 5863.911133
	Iteration 12Q: 3 clusters Score -1.706981e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100196 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -17071154.000000 Penalty: 5863.911133
	Iteration 13Q: 3 clusters Score -1.707115e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102963 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -17072462.000000 Penalty: 5863.911133
	Iteration 14Q: 3 clusters Score -1.707246e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105711 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -17073734.000000 Penalty: 5863.911133
	Iteration 15Q: 3 clusters Score -1.707373e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108394 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -17075014.000000 Penalty: 5863.911133
	Iteration 16Q: 3 clusters Score -1.707501e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110884 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -17076130.000000 Penalty: 5863.911133
	Iteration 17Q: 3 clusters Score -1.707613e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113231 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -17077256.000000 Penalty: 5863.911133
	Iteration 18Q: 3 clusters Score -1.707726e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115364 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -17078268.000000 Penalty: 5863.911133
	Iteration 19Q: 3 clusters Score -1.707827e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117361 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -17079150.000000 Penalty: 5863.911133
	Iteration 20F: 3 clusters Score -1.707915e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119200 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -17079890.000000 Penalty: 5863.911133
	Iteration 21Q: 3 clusters Score -1.707989e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120881 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -17080634.000000 Penalty: 5863.911133
	Iteration 22Q: 3 clusters Score -1.708063e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122371 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -17081230.000000 Penalty: 5863.911133
	Iteration 23Q: 3 clusters Score -1.708123e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123738 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -17081862.000000 Penalty: 5863.911133
	Iteration 24Q: 3 clusters Score -1.708186e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124960 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -17082344.000000 Penalty: 5863.911133
	Iteration 25Q: 3 clusters Score -1.708234e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126080 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -17082774.000000 Penalty: 5863.911133
	Iteration 26Q: 3 clusters Score -1.708277e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127091 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -17083072.000000 Penalty: 5863.911133
	Iteration 27Q: 3 clusters Score -1.708307e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127999 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -17083374.000000 Penalty: 5863.911133
	Iteration 28Q: 3 clusters Score -1.708337e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128814 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -17083778.000000 Penalty: 5863.911133
	Iteration 29Q: 3 clusters Score -1.708378e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129532 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -17084012.000000 Penalty: 5863.911133
	Iteration 30Q: 3 clusters Score -1.708401e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130169 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -17084316.000000 Penalty: 5863.911133
	Iteration 31Q: 3 clusters Score -1.708432e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130681 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -17084520.000000 Penalty: 5863.911133
	Iteration 32Q: 3 clusters Score -1.708452e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131108 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -17084770.000000 Penalty: 5863.911133
	Iteration 33Q: 3 clusters Score -1.708477e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131466 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -17084878.000000 Penalty: 5863.911133
	Iteration 34Q: 3 clusters Score -1.708488e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131785 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -17084996.000000 Penalty: 5863.911133
	Iteration 35Q: 3 clusters Score -1.7085e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132083 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -17085128.000000 Penalty: 5863.911133
	Iteration 36Q: 3 clusters Score -1.708513e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132324 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -17085208.000000 Penalty: 5863.911133
	Iteration 37Q: 3 clusters Score -1.708521e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132543 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -17085266.000000 Penalty: 5863.911133
	Iteration 38Q: 3 clusters Score -1.708527e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132709 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -17085300.000000 Penalty: 5863.911133
	Iteration 39Q: 3 clusters Score -1.70853e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132838 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -17085348.000000 Penalty: 5863.911133
	Iteration 40F: 3 clusters Score -1.708535e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132939 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -17085368.000000 Penalty: 5863.911133
	Iteration 41Q: 3 clusters Score -1.708537e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133039 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -17085402.000000 Penalty: 5863.911133
	Iteration 42Q: 3 clusters Score -1.70854e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133118 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -17085428.000000 Penalty: 5863.911133
	Iteration 43Q: 3 clusters Score -1.708543e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133169 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -17085448.000000 Penalty: 5863.911133
	Iteration 44Q: 3 clusters Score -1.708545e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133212 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -17085492.000000 Penalty: 5863.911133
	Iteration 45Q: 3 clusters Score -1.708549e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133256 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -17085472.000000 Penalty: 5863.911133
	Iteration 46Q: 3 clusters Score -1.708547e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133288 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -17085474.000000 Penalty: 5863.911133
	Iteration 47Q: 3 clusters Score -1.708547e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133322 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -17085452.000000 Penalty: 5863.911133
	Iteration 48Q: 3 clusters Score -1.708545e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133355 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -17085448.000000 Penalty: 5863.911133
	Iteration 49Q: 3 clusters Score -1.708545e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133373 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -17085448.000000 Penalty: 5863.911133
	Iteration 50Q: 3 clusters Score -1.708545e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133384 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -17085454.000000 Penalty: 5863.911133
	Iteration 51Q: 3 clusters Score -1.708545e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133399 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -17085490.000000 Penalty: 5863.911133
	Iteration 52Q: 3 clusters Score -1.708549e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133406 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -17085482.000000 Penalty: 5863.911133
	Iteration 53Q: 3 clusters Score -1.708548e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133410 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -17085500.000000 Penalty: 5863.911133
	Iteration 54Q: 3 clusters Score -1.70855e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133401 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -17085524.000000 Penalty: 5863.911133
	Iteration 55Q: 3 clusters Score -1.708552e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133400 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -17085536.000000 Penalty: 5863.911133
	Iteration 56Q: 3 clusters Score -1.708554e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133408 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -17085532.000000 Penalty: 5863.911133
	Iteration 57Q: 3 clusters Score -1.708553e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133415 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -17085542.000000 Penalty: 5863.911133
	Iteration 58Q: 3 clusters Score -1.708554e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133423 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -17085536.000000 Penalty: 5863.911133
	Iteration 59Q: 3 clusters Score -1.708554e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133437 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -17085526.000000 Penalty: 5863.911133
	Iteration 60F: 3 clusters Score -1.708553e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133445 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -17085538.000000 Penalty: 5863.911133
	Iteration 61Q: 3 clusters Score -1.708554e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133464 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -17085532.000000 Penalty: 5863.911133
	Iteration 62Q: 3 clusters Score -1.708553e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133485 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -17085534.000000 Penalty: 5863.911133
	Iteration 63Q: 3 clusters Score -1.708553e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133497 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -17085532.000000 Penalty: 5863.911133
	Iteration 64Q: 3 clusters Score -1.708553e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133507 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -17085538.000000 Penalty: 5863.911133
	Iteration 65Q: 3 clusters Score -1.708554e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133513 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -17085548.000000 Penalty: 5863.911133
	Iteration 66Q: 3 clusters Score -1.708555e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133526 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -17085560.000000 Penalty: 5863.911133
	Iteration 67Q: 3 clusters Score -1.708556e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133543 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -17085550.000000 Penalty: 5863.911133
	Iteration 68Q: 3 clusters Score -1.708555e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133556 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -17085554.000000 Penalty: 5863.911133
	Iteration 69Q: 3 clusters Score -1.708555e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133566 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -17085556.000000 Penalty: 5863.911133
	Iteration 70Q: 3 clusters Score -1.708556e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133581 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -17085550.000000 Penalty: 5863.911133
	Iteration 71Q: 3 clusters Score -1.708555e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133586 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -17085546.000000 Penalty: 5863.911133
	Iteration 72Q: 3 clusters Score -1.708555e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133602 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -17085540.000000 Penalty: 5863.911133
	Iteration 73Q: 3 clusters Score -1.708554e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133614 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -17085542.000000 Penalty: 5863.911133
	Iteration 74Q: 3 clusters Score -1.708554e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133629 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -17085550.000000 Penalty: 5863.911133
	Iteration 75Q: 3 clusters Score -1.708555e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133645 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -17085532.000000 Penalty: 5863.911133
	Iteration 76Q: 3 clusters Score -1.708553e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133662 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -17085548.000000 Penalty: 5863.911133
	Iteration 77Q: 3 clusters Score -1.708555e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133671 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -17085562.000000 Penalty: 5863.911133
	Iteration 78Q: 3 clusters Score -1.708556e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133679 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -17085566.000000 Penalty: 5863.911133
	Iteration 79Q: 3 clusters Score -1.708557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133689 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -17085574.000000 Penalty: 5863.911133
	Iteration 80F: 3 clusters Score -1.708557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133694 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -17085574.000000 Penalty: 5863.911133
	Iteration 81Q: 3 clusters Score -1.708557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133705 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -17085570.000000 Penalty: 5863.911133
	Iteration 82Q: 3 clusters Score -1.708557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133710 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -17085574.000000 Penalty: 5863.911133
	Iteration 83Q: 3 clusters Score -1.708557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133715 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -17085572.000000 Penalty: 5863.911133
	Iteration 84Q: 3 clusters Score -1.708557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133719 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -17085576.000000 Penalty: 5863.911133
	Iteration 85Q: 3 clusters Score -1.708558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133724 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -17085574.000000 Penalty: 5863.911133
	Iteration 86Q: 3 clusters Score -1.708557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133728 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -17085564.000000 Penalty: 5863.911133
	Iteration 87Q: 3 clusters Score -1.708556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133734 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -17085568.000000 Penalty: 5863.911133
	Iteration 88Q: 3 clusters Score -1.708557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133739 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -17085578.000000 Penalty: 5863.911133
	Iteration 89Q: 3 clusters Score -1.708558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133746 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -17085572.000000 Penalty: 5863.911133
	Iteration 90Q: 3 clusters Score -1.708557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133754 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -17085576.000000 Penalty: 5863.911133
	Iteration 91Q: 3 clusters Score -1.708558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133757 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -17085558.000000 Penalty: 5863.911133
	Iteration 92Q: 3 clusters Score -1.708556e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133759 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -17085570.000000 Penalty: 5863.911133
	Iteration 93Q: 3 clusters Score -1.708557e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133760 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -17085574.000000 Penalty: 5863.911133
	Iteration 94Q: 3 clusters Score -1.708557e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133760 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -17085556.000000 Penalty: 5863.911133
	Iteration 95Q: 3 clusters Score -1.708556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133762 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -17085564.000000 Penalty: 5863.911133
	Iteration 96Q: 3 clusters Score -1.708556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133767 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -17085566.000000 Penalty: 5863.911133
	Iteration 97Q: 3 clusters Score -1.708557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133774 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -17085578.000000 Penalty: 5863.911133
	Iteration 98Q: 3 clusters Score -1.708558e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133777 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -17085586.000000 Penalty: 5863.911133
	Iteration 99Q: 3 clusters Score -1.708559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133782 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -17085578.000000 Penalty: 5863.911133
	Iteration 100F: 3 clusters Score -1.708558e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133791 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -17085594.000000 Penalty: 5863.911133
	Iteration 101Q: 3 clusters Score -1.708559e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133807 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -17085580.000000 Penalty: 5863.911133
	Iteration 102Q: 3 clusters Score -1.708558e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133819 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -17085590.000000 Penalty: 5863.911133
	Iteration 103Q: 3 clusters Score -1.708559e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133822 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -17085606.000000 Penalty: 5863.911133
	Iteration 104Q: 3 clusters Score -1.708561e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133833 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -17085606.000000 Penalty: 5863.911133
	Iteration 105Q: 3 clusters Score -1.708561e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133842 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -17085644.000000 Penalty: 5863.911133
	Iteration 106Q: 3 clusters Score -1.708564e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133859 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -17085622.000000 Penalty: 5863.911133
	Iteration 107Q: 3 clusters Score -1.708562e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133858 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -17085676.000000 Penalty: 5863.911133
	Iteration 108Q: 3 clusters Score -1.708568e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133875 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -17085698.000000 Penalty: 5863.911133
	Iteration 109Q: 3 clusters Score -1.70857e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133884 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -17085724.000000 Penalty: 5863.911133
	Iteration 110Q: 3 clusters Score -1.708572e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133903 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -17085762.000000 Penalty: 5863.911133
	Iteration 111Q: 3 clusters Score -1.708576e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133916 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -17085808.000000 Penalty: 5863.911133
	Iteration 112Q: 3 clusters Score -1.708581e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133942 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -17085822.000000 Penalty: 5863.911133
	Iteration 113Q: 3 clusters Score -1.708582e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133961 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -17085882.000000 Penalty: 5863.911133
	Iteration 114Q: 3 clusters Score -1.708588e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133968 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -17085912.000000 Penalty: 5863.911133
	Iteration 115Q: 3 clusters Score -1.708591e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133984 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -17085944.000000 Penalty: 5863.911133
	Iteration 116Q: 3 clusters Score -1.708594e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133993 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -17086028.000000 Penalty: 5863.911133
	Iteration 117Q: 3 clusters Score -1.708603e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134027 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -17086074.000000 Penalty: 5863.911133
	Iteration 118Q: 3 clusters Score -1.708607e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134049 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -17086132.000000 Penalty: 5863.911133
	Iteration 119Q: 3 clusters Score -1.708613e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134067 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -17086132.000000 Penalty: 5863.911133
	Iteration 120F: 3 clusters Score -1.708613e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134068 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -17086152.000000 Penalty: 5863.911133
	Iteration 121Q: 3 clusters Score -1.708615e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134066 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -17086160.000000 Penalty: 5863.911133
	Iteration 122Q: 3 clusters Score -1.708616e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134072 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -17086158.000000 Penalty: 5863.911133
	Iteration 123Q: 3 clusters Score -1.708616e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134072 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -17086176.000000 Penalty: 5863.911133
	Iteration 124Q: 3 clusters Score -1.708618e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134077 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -17086186.000000 Penalty: 5863.911133
	Iteration 125Q: 3 clusters Score -1.708619e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134081 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -17086178.000000 Penalty: 5863.911133
	Iteration 126Q: 3 clusters Score -1.708618e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134086 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -17086182.000000 Penalty: 5863.911133
	Iteration 127Q: 3 clusters Score -1.708618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134089 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -17086168.000000 Penalty: 5863.911133
	Iteration 128Q: 3 clusters Score -1.708617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134090 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -17086164.000000 Penalty: 5863.911133
	Iteration 129Q: 3 clusters Score -1.708616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134089 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -17086188.000000 Penalty: 5863.911133
	Iteration 130Q: 3 clusters Score -1.708619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134085 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -17086196.000000 Penalty: 5863.911133
	Iteration 131Q: 3 clusters Score -1.70862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134085 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -17086184.000000 Penalty: 5863.911133
	Iteration 132Q: 3 clusters Score -1.708618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134082 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -17086174.000000 Penalty: 5863.911133
	Iteration 133Q: 3 clusters Score -1.708617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134077 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -17086168.000000 Penalty: 5863.911133
	Iteration 134Q: 3 clusters Score -1.708617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134074 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -17086174.000000 Penalty: 5863.911133
	Iteration 135Q: 3 clusters Score -1.708617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134071 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -17086178.000000 Penalty: 5863.911133
	Iteration 136Q: 3 clusters Score -1.708618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134070 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -17086174.000000 Penalty: 5863.911133
	Iteration 137Q: 3 clusters Score -1.708617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134069 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -17086164.000000 Penalty: 5863.911133
	Iteration 138Q: 3 clusters Score -1.708616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134068 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -17086174.000000 Penalty: 5863.911133
	Iteration 139Q: 3 clusters Score -1.708617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134067 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -17086172.000000 Penalty: 5863.911133
	Iteration 140F: 3 clusters Score -1.708617e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -116516.492188 Penalty: 1769.453003
	Iteration 0F: 2 clusters Score -116516.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -114524.617188 Penalty: 3538.906006
	Iteration 0F: 3 clusters Score -114524.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -115048.914062 Penalty: 3538.906006
	Iteration 1F: 3 clusters Score -115048.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -115250.250000 Penalty: 3538.906006
	Iteration 2F: 3 clusters Score -115250.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -115401.734375 Penalty: 3538.906006
	Iteration 3F: 3 clusters Score -115401.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -115536.414062 Penalty: 3538.906006
	Iteration 4F: 3 clusters Score -115536.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -115657.375000 Penalty: 3538.906006
	Iteration 5Q: 3 clusters Score -115657.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -115753.453125 Penalty: 3538.906006
	Iteration 6Q: 3 clusters Score -115753.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -115827.539062 Penalty: 3538.906006
	Iteration 7Q: 3 clusters Score -115827.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -115865.851562 Penalty: 3538.906006
	Iteration 8Q: 3 clusters Score -115865.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -115896.859375 Penalty: 3538.906006
	Iteration 9Q: 3 clusters Score -115896.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -115927.476562 Penalty: 3538.906006
	Iteration 10Q: 3 clusters Score -115927.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -115936.437500 Penalty: 3538.906006
	Iteration 11Q: 3 clusters Score -115936.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -115946.156250 Penalty: 3538.906006
	Iteration 12Q: 3 clusters Score -115946.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -115946.156250 Penalty: 3538.906006
	Iteration 13F: 3 clusters Score -115946.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Entering Unmasked Estep 
Score: -1901492.250000 Penalty: 2390.633789
	Iteration 0F: 2 clusters Score -1901492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1890445.375000 Penalty: 4781.267578
	Iteration 0F: 3 clusters Score -1890445 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1893971.500000 Penalty: 4781.267578
	Iteration 1F: 3 clusters Score -1893972 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1894402.750000 Penalty: 4781.267578
	Iteration 2F: 3 clusters Score -1894403 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1894756.250000 Penalty: 4781.267578
	Iteration 3F: 3 clusters Score -1894756 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1895044.000000 Penalty: 4781.267578
	Iteration 4Q: 3 clusters Score -1895044 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1895298.875000 Penalty: 4781.267578
	Iteration 5Q: 3 clusters Score -1895299 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1895533.750000 Penalty: 4781.267578
	Iteration 6Q: 3 clusters Score -1895534 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1895769.500000 Penalty: 4781.267578
	Iteration 7Q: 3 clusters Score -1895770 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1896000.125000 Penalty: 4781.267578
	Iteration 8Q: 3 clusters Score -1896000 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1896257.625000 Penalty: 4781.267578
	Iteration 9Q: 3 clusters Score -1896258 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1896522.500000 Penalty: 4781.267578
	Iteration 10Q: 3 clusters Score -1896522 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1896797.625000 Penalty: 4781.267578
	Iteration 11Q: 3 clusters Score -1896798 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1897089.375000 Penalty: 4781.267578
	Iteration 12Q: 3 clusters Score -1897089 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1897375.875000 Penalty: 4781.267578
	Iteration 13Q: 3 clusters Score -1897376 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1897640.500000 Penalty: 4781.267578
	Iteration 14Q: 3 clusters Score -1897640 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1897866.875000 Penalty: 4781.267578
	Iteration 15Q: 3 clusters Score -1897867 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1898070.000000 Penalty: 4781.267578
	Iteration 16Q: 3 clusters Score -1898070 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1898231.875000 Penalty: 4781.267578
	Iteration 17Q: 3 clusters Score -1898232 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1898330.250000 Penalty: 4781.267578
	Iteration 18Q: 3 clusters Score -1898330 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1898411.125000 Penalty: 4781.267578
	Iteration 19Q: 3 clusters Score -1898411 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1898487.875000 Penalty: 4781.267578
	Iteration 20F: 3 clusters Score -1898488 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1898569.875000 Penalty: 4781.267578
	Iteration 21Q: 3 clusters Score -1898570 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1898647.375000 Penalty: 4781.267578
	Iteration 22Q: 3 clusters Score -1898647 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1898717.000000 Penalty: 4781.267578
	Iteration 23Q: 3 clusters Score -1898717 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1898772.125000 Penalty: 4781.267578
	Iteration 24Q: 3 clusters Score -1898772 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1898816.875000 Penalty: 4781.267578
	Iteration 25Q: 3 clusters Score -1898817 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1898860.750000 Penalty: 4781.267578
	Iteration 26Q: 3 clusters Score -1898861 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1898895.375000 Penalty: 4781.267578
	Iteration 27Q: 3 clusters Score -1898895 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1898938.000000 Penalty: 4781.267578
	Iteration 28Q: 3 clusters Score -1898938 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1898977.000000 Penalty: 4781.267578
	Iteration 29Q: 3 clusters Score -1898977 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1899015.875000 Penalty: 4781.267578
	Iteration 30Q: 3 clusters Score -1899016 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1899061.875000 Penalty: 4781.267578
	Iteration 31Q: 3 clusters Score -1899062 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1899112.125000 Penalty: 4781.267578
	Iteration 32Q: 3 clusters Score -1899112 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1899162.625000 Penalty: 4781.267578
	Iteration 33Q: 3 clusters Score -1899163 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1899209.625000 Penalty: 4781.267578
	Iteration 34Q: 3 clusters Score -1899210 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1899264.625000 Penalty: 4781.267578
	Iteration 35Q: 3 clusters Score -1899265 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1899317.750000 Penalty: 4781.267578
	Iteration 36Q: 3 clusters Score -1899318 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1899365.250000 Penalty: 4781.267578
	Iteration 37Q: 3 clusters Score -1899365 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1899407.500000 Penalty: 4781.267578
	Iteration 38Q: 3 clusters Score -1899408 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1899441.500000 Penalty: 4781.267578
	Iteration 39Q: 3 clusters Score -1899442 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1899465.250000 Penalty: 4781.267578
	Iteration 40F: 3 clusters Score -1899465 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1899505.125000 Penalty: 4781.267578
	Iteration 41Q: 3 clusters Score -1899505 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1899537.250000 Penalty: 4781.267578
	Iteration 42Q: 3 clusters Score -1899537 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1899565.625000 Penalty: 4781.267578
	Iteration 43Q: 3 clusters Score -1899566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1899586.500000 Penalty: 4781.267578
	Iteration 44Q: 3 clusters Score -1899586 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1899609.125000 Penalty: 4781.267578
	Iteration 45Q: 3 clusters Score -1899609 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1899637.750000 Penalty: 4781.267578
	Iteration 46Q: 3 clusters Score -1899638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1899663.750000 Penalty: 4781.267578
	Iteration 47Q: 3 clusters Score -1899664 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1899689.125000 Penalty: 4781.267578
	Iteration 48Q: 3 clusters Score -1899689 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1899718.250000 Penalty: 4781.267578
	Iteration 49Q: 3 clusters Score -1899718 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1899746.750000 Penalty: 4781.267578
	Iteration 50Q: 3 clusters Score -1899747 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1899772.375000 Penalty: 4781.267578
	Iteration 51Q: 3 clusters Score -1899772 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1899802.125000 Penalty: 4781.267578
	Iteration 52Q: 3 clusters Score -1899802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1899820.375000 Penalty: 4781.267578
	Iteration 53Q: 3 clusters Score -1899820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1899838.875000 Penalty: 4781.267578
	Iteration 54Q: 3 clusters Score -1899839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1899852.750000 Penalty: 4781.267578
	Iteration 55Q: 3 clusters Score -1899853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1899861.375000 Penalty: 4781.267578
	Iteration 56Q: 3 clusters Score -1899861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1899877.000000 Penalty: 4781.267578
	Iteration 57Q: 3 clusters Score -1899877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1899881.125000 Penalty: 4781.267578
	Iteration 58Q: 3 clusters Score -1899881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1899890.750000 Penalty: 4781.267578
	Iteration 59Q: 3 clusters Score -1899891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1899903.125000 Penalty: 4781.267578
	Iteration 60F: 3 clusters Score -1899903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1899920.750000 Penalty: 4781.267578
	Iteration 61Q: 3 clusters Score -1899921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13965 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13942 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1900040 nChanged 27
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Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13886 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1900080 nChanged 41
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Mstep: Class 1 contains 13879 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1900159 nChanged 45
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Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13797 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13727 members 
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Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13653 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13629 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13597 members 
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Mstep: Class 1 contains 13566 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13534 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13510 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 1880 members 
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Mstep: Class 1 contains 13450 members 
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Mstep: Class 1 contains 13415 members 
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Mstep: Class 1 contains 13279 members 
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Mstep: Class 1 contains 13245 members 
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Mstep: Class 1 contains 13214 members 
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Mstep: Class 1 contains 13191 members 
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	Iteration 100F: 3 clusters Score -1900580 nChanged 35
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Mstep: Class 1 contains 13156 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13081 members 
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	Iteration 104Q: 3 clusters Score -1900621 nChanged 26
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Mstep: Class 1 contains 13059 members 
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Mstep: Class 1 contains 13031 members 
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	Iteration 106Q: 3 clusters Score -1900627 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 2364 members 
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	Iteration 107Q: 3 clusters Score -1900634 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12973 members 
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	Iteration 108Q: 3 clusters Score -1900645 nChanged 28
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Mstep: Class 1 contains 12949 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12928 members 
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Mstep: Class 1 contains 12903 members 
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	Iteration 111Q: 3 clusters Score -1900655 nChanged 29
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	Iteration 112Q: 3 clusters Score -1900669 nChanged 35
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Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 2521 members 
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Mstep: Class 1 contains 12804 members 
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	Iteration 114Q: 3 clusters Score -1900691 nChanged 57
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Mstep: Class 1 contains 12710 members 
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	Iteration 116Q: 3 clusters Score -1900720 nChanged 51
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Mstep: Class 1 contains 12661 members 
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Mstep: Class 1 contains 12614 members 
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Mstep: Class 1 contains 12568 members 
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Mstep: Class 1 contains 12516 members 
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Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 2899 members 
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Mstep: Class 1 contains 12417 members 
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Mstep: Class 1 contains 12358 members 
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Mstep: Class 1 contains 12306 members 
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Mstep: Class 1 contains 12201 members 
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	Iteration 126Q: 3 clusters Score -1900882 nChanged 57
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Mstep: Class 1 contains 12049 members 
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Mstep: Class 1 contains 12003 members 
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	Iteration 130Q: 3 clusters Score -1900938 nChanged 48
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Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 3405 members 
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	Iteration 131Q: 3 clusters Score -1900954 nChanged 43
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Mstep: Class 1 contains 11739 members 
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	Iteration 135Q: 3 clusters Score -1901009 nChanged 45
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Mstep: Class 1 contains 11698 members 
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	Iteration 137Q: 3 clusters Score -1901032 nChanged 36
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Score: -1901041.500000 Penalty: 4781.267578
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	Iteration 139Q: 3 clusters Score -1901047 nChanged 28
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Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 3792 members 
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Score: -1901057.000000 Penalty: 4781.267578
	Iteration 140F: 3 clusters Score -1901057 nChanged 29
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Mstep: Class 1 contains 11543 members 
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	Iteration 141Q: 3 clusters Score -1901063 nChanged 30
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	Iteration 142Q: 3 clusters Score -1901070 nChanged 24
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	Iteration 143Q: 3 clusters Score -1901070 nChanged 23
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	Iteration 144Q: 3 clusters Score -1901074 nChanged 16
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	Iteration 145Q: 3 clusters Score -1901073 nChanged 17
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	Iteration 146Q: 3 clusters Score -1901079 nChanged 20
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	Iteration 147Q: 3 clusters Score -1901086 nChanged 23
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Mstep: Class 1 contains 11392 members 
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	Iteration 148Q: 3 clusters Score -1901090 nChanged 23
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Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 3993 members 
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Score: -1901091.250000 Penalty: 4781.267578
	Iteration 149Q: 3 clusters Score -1901091 nChanged 18
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Mstep: Class 1 contains 11351 members 
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	Iteration 150Q: 3 clusters Score -1901099 nChanged 9
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Mstep: Class 1 contains 11342 members 
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	Iteration 151Q: 3 clusters Score -1901100 nChanged 10
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Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 4030 members 
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	Iteration 152Q: 3 clusters Score -1901102 nChanged 9
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Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 4039 members 
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	Iteration 153Q: 3 clusters Score -1901101 nChanged 7
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Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 4046 members 
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	Iteration 154Q: 3 clusters Score -1901098 nChanged 8
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Mstep: Class 1 contains 11308 members 
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Score: -1901100.375000 Penalty: 4781.267578
	Iteration 155Q: 3 clusters Score -1901100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1901099.875000 Penalty: 4781.267578
	Iteration 156Q: 3 clusters Score -1901100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1901103.000000 Penalty: 4781.267578
	Iteration 157Q: 3 clusters Score -1901103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1901102.250000 Penalty: 4781.267578
	Iteration 158Q: 3 clusters Score -1901102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1901100.375000 Penalty: 4781.267578
	Iteration 159Q: 3 clusters Score -1901100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1901102.250000 Penalty: 4781.267578
	Iteration 160F: 3 clusters Score -1901102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1901102.500000 Penalty: 4781.267578
	Iteration 161Q: 3 clusters Score -1901102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1901102.625000 Penalty: 4781.267578
	Iteration 162Q: 3 clusters Score -1901103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1901102.000000 Penalty: 4781.267578
	Iteration 163Q: 3 clusters Score -1901102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1901101.750000 Penalty: 4781.267578
	Iteration 164Q: 3 clusters Score -1901102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1901101.750000 Penalty: 4781.267578
	Iteration 165F: 3 clusters Score -1901102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Entering Unmasked Estep 
Score: -194057.375000 Penalty: 1845.738159
	Iteration 0F: 2 clusters Score -194057.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -191652.171875 Penalty: 3691.476318
	Iteration 0F: 3 clusters Score -191652.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -192172.500000 Penalty: 3691.476318
	Iteration 1F: 3 clusters Score -192172.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -192345.687500 Penalty: 3691.476318
	Iteration 2F: 3 clusters Score -192345.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -192456.453125 Penalty: 3691.476318
	Iteration 3Q: 3 clusters Score -192456.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -192595.046875 Penalty: 3691.476318
	Iteration 4Q: 3 clusters Score -192595 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -192780.125000 Penalty: 3691.476318
	Iteration 5Q: 3 clusters Score -192780.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -193008.015625 Penalty: 3691.476318
	Iteration 6F: 3 clusters Score -193008 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -193242.531250 Penalty: 3691.476318
	Iteration 7F: 3 clusters Score -193242.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -193392.328125 Penalty: 3691.476318
	Iteration 8Q: 3 clusters Score -193392.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -193547.812500 Penalty: 3691.476318
	Iteration 9Q: 3 clusters Score -193547.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -193687.078125 Penalty: 3691.476318
	Iteration 10Q: 3 clusters Score -193687.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -193796.359375 Penalty: 3691.476318
	Iteration 11Q: 3 clusters Score -193796.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -193843.609375 Penalty: 3691.476318
	Iteration 12Q: 3 clusters Score -193843.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -193861.984375 Penalty: 3691.476318
	Iteration 13Q: 3 clusters Score -193862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -193875.671875 Penalty: 3691.476318
	Iteration 14Q: 3 clusters Score -193875.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -193887.031250 Penalty: 3691.476318
	Iteration 15Q: 3 clusters Score -193887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -193904.734375 Penalty: 3691.476318
	Iteration 16Q: 3 clusters Score -193904.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -193917.593750 Penalty: 3691.476318
	Iteration 17Q: 3 clusters Score -193917.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -193939.062500 Penalty: 3691.476318
	Iteration 18Q: 3 clusters Score -193939.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -193963.765625 Penalty: 3691.476318
	Iteration 19Q: 3 clusters Score -193963.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -193979.796875 Penalty: 3691.476318
	Iteration 20F: 3 clusters Score -193979.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -193991.203125 Penalty: 3691.476318
	Iteration 21Q: 3 clusters Score -193991.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -194002.343750 Penalty: 3691.476318
	Iteration 22Q: 3 clusters Score -194002.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -194010.875000 Penalty: 3691.476318
	Iteration 23Q: 3 clusters Score -194010.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -194018.109375 Penalty: 3691.476318
	Iteration 24Q: 3 clusters Score -194018.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -194019.406250 Penalty: 3691.476318
	Iteration 25Q: 3 clusters Score -194019.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -194020.671875 Penalty: 3691.476318
	Iteration 26Q: 3 clusters Score -194020.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -194021.265625 Penalty: 3691.476318
	Iteration 27Q: 3 clusters Score -194021.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -194021.265625 Penalty: 3691.476318
	Iteration 28F: 3 clusters Score -194021.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Entering Unmasked Estep 
Score: -419132.718750 Penalty: 2035.908569
	Iteration 0F: 2 clusters Score -419132.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -415453.375000 Penalty: 4071.817139
	Iteration 0F: 3 clusters Score -415453.4 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -416244.625000 Penalty: 4071.817139
	Iteration 1F: 3 clusters Score -416244.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -416433.500000 Penalty: 4071.817139
	Iteration 2F: 3 clusters Score -416433.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -416545.875000 Penalty: 4071.817139
	Iteration 3Q: 3 clusters Score -416545.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -416633.843750 Penalty: 4071.817139
	Iteration 4Q: 3 clusters Score -416633.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -416721.875000 Penalty: 4071.817139
	Iteration 5Q: 3 clusters Score -416721.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -416804.718750 Penalty: 4071.817139
	Iteration 6Q: 3 clusters Score -416804.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -416870.062500 Penalty: 4071.817139
	Iteration 7Q: 3 clusters Score -416870.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -416929.093750 Penalty: 4071.817139
	Iteration 8Q: 3 clusters Score -416929.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -416976.281250 Penalty: 4071.817139
	Iteration 9Q: 3 clusters Score -416976.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -417031.093750 Penalty: 4071.817139
	Iteration 10Q: 3 clusters Score -417031.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -417079.093750 Penalty: 4071.817139
	Iteration 11Q: 3 clusters Score -417079.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -417113.625000 Penalty: 4071.817139
	Iteration 12Q: 3 clusters Score -417113.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -417148.562500 Penalty: 4071.817139
	Iteration 13Q: 3 clusters Score -417148.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -417184.125000 Penalty: 4071.817139
	Iteration 14Q: 3 clusters Score -417184.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -417217.125000 Penalty: 4071.817139
	Iteration 15Q: 3 clusters Score -417217.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -417252.218750 Penalty: 4071.817139
	Iteration 16Q: 3 clusters Score -417252.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -417285.718750 Penalty: 4071.817139
	Iteration 17Q: 3 clusters Score -417285.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -417315.250000 Penalty: 4071.817139
	Iteration 18Q: 3 clusters Score -417315.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -417342.218750 Penalty: 4071.817139
	Iteration 19Q: 3 clusters Score -417342.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -417363.031250 Penalty: 4071.817139
	Iteration 20F: 3 clusters Score -417363 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -417374.718750 Penalty: 4071.817139
	Iteration 21Q: 3 clusters Score -417374.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -417380.250000 Penalty: 4071.817139
	Iteration 22Q: 3 clusters Score -417380.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -417385.781250 Penalty: 4071.817139
	Iteration 23Q: 3 clusters Score -417385.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -417393.500000 Penalty: 4071.817139
	Iteration 24Q: 3 clusters Score -417393.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -417400.562500 Penalty: 4071.817139
	Iteration 25Q: 3 clusters Score -417400.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -417403.843750 Penalty: 4071.817139
	Iteration 26Q: 3 clusters Score -417403.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -417406.187500 Penalty: 4071.817139
	Iteration 27Q: 3 clusters Score -417406.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -417408.187500 Penalty: 4071.817139
	Iteration 28Q: 3 clusters Score -417408.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -417411.562500 Penalty: 4071.817139
	Iteration 29Q: 3 clusters Score -417411.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -417416.656250 Penalty: 4071.817139
	Iteration 30Q: 3 clusters Score -417416.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -417426.031250 Penalty: 4071.817139
	Iteration 31Q: 3 clusters Score -417426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -417433.625000 Penalty: 4071.817139
	Iteration 32Q: 3 clusters Score -417433.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -417437.375000 Penalty: 4071.817139
	Iteration 33Q: 3 clusters Score -417437.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -417447.156250 Penalty: 4071.817139
	Iteration 34Q: 3 clusters Score -417447.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -417456.500000 Penalty: 4071.817139
	Iteration 35Q: 3 clusters Score -417456.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -417465.437500 Penalty: 4071.817139
	Iteration 36Q: 3 clusters Score -417465.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -417471.500000 Penalty: 4071.817139
	Iteration 37Q: 3 clusters Score -417471.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -417479.343750 Penalty: 4071.817139
	Iteration 38Q: 3 clusters Score -417479.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -417485.375000 Penalty: 4071.817139
	Iteration 39Q: 3 clusters Score -417485.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -417492.281250 Penalty: 4071.817139
	Iteration 40F: 3 clusters Score -417492.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -417496.531250 Penalty: 4071.817139
	Iteration 41Q: 3 clusters Score -417496.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -417502.093750 Penalty: 4071.817139
	Iteration 42Q: 3 clusters Score -417502.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -417508.687500 Penalty: 4071.817139
	Iteration 43Q: 3 clusters Score -417508.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -417514.656250 Penalty: 4071.817139
	Iteration 44Q: 3 clusters Score -417514.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -417519.625000 Penalty: 4071.817139
	Iteration 45Q: 3 clusters Score -417519.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -417525.843750 Penalty: 4071.817139
	Iteration 46Q: 3 clusters Score -417525.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -417530.937500 Penalty: 4071.817139
	Iteration 47Q: 3 clusters Score -417530.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -417535.656250 Penalty: 4071.817139
	Iteration 48Q: 3 clusters Score -417535.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -417538.906250 Penalty: 4071.817139
	Iteration 49Q: 3 clusters Score -417538.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -417540.968750 Penalty: 4071.817139
	Iteration 50Q: 3 clusters Score -417541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -417543.156250 Penalty: 4071.817139
	Iteration 51Q: 3 clusters Score -417543.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -417545.625000 Penalty: 4071.817139
	Iteration 52Q: 3 clusters Score -417545.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -417547.343750 Penalty: 4071.817139
	Iteration 53Q: 3 clusters Score -417547.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -417548.656250 Penalty: 4071.817139
	Iteration 54Q: 3 clusters Score -417548.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -417548.593750 Penalty: 4071.817139
	Iteration 55Q: 3 clusters Score -417548.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -417548.593750 Penalty: 4071.817139
	Iteration 56F: 3 clusters Score -417548.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Entering Unmasked Estep 
Score: -1741190.500000 Penalty: 2378.254395
	Iteration 0F: 2 clusters Score -1741190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1730543.750000 Penalty: 4756.508789
	Iteration 0F: 3 clusters Score -1730544 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1734004.625000 Penalty: 4756.508789
	Iteration 1F: 3 clusters Score -1734005 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1734612.500000 Penalty: 4756.508789
	Iteration 2F: 3 clusters Score -1734612 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1735255.000000 Penalty: 4756.508789
	Iteration 3F: 3 clusters Score -1735255 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1736011.375000 Penalty: 4756.508789
	Iteration 4F: 3 clusters Score -1736011 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1736698.500000 Penalty: 4756.508789
	Iteration 5F: 3 clusters Score -1736698 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1737315.750000 Penalty: 4756.508789
	Iteration 6F: 3 clusters Score -1737316 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1737788.500000 Penalty: 4756.508789
	Iteration 7Q: 3 clusters Score -1737788 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1738124.625000 Penalty: 4756.508789
	Iteration 8Q: 3 clusters Score -1738125 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1738370.875000 Penalty: 4756.508789
	Iteration 9Q: 3 clusters Score -1738371 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1738545.625000 Penalty: 4756.508789
	Iteration 10Q: 3 clusters Score -1738546 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1738661.500000 Penalty: 4756.508789
	Iteration 11Q: 3 clusters Score -1738662 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1738744.500000 Penalty: 4756.508789
	Iteration 12Q: 3 clusters Score -1738744 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1738808.625000 Penalty: 4756.508789
	Iteration 13Q: 3 clusters Score -1738809 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1738858.375000 Penalty: 4756.508789
	Iteration 14Q: 3 clusters Score -1738858 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1738887.250000 Penalty: 4756.508789
	Iteration 15Q: 3 clusters Score -1738887 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1738941.000000 Penalty: 4756.508789
	Iteration 16Q: 3 clusters Score -1738941 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1738987.375000 Penalty: 4756.508789
	Iteration 17Q: 3 clusters Score -1738987 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1739031.125000 Penalty: 4756.508789
	Iteration 18Q: 3 clusters Score -1739031 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1739096.875000 Penalty: 4756.508789
	Iteration 19Q: 3 clusters Score -1739097 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1739156.125000 Penalty: 4756.508789
	Iteration 20F: 3 clusters Score -1739156 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1739207.625000 Penalty: 4756.508789
	Iteration 21Q: 3 clusters Score -1739208 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1739261.125000 Penalty: 4756.508789
	Iteration 22Q: 3 clusters Score -1739261 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1739305.000000 Penalty: 4756.508789
	Iteration 23Q: 3 clusters Score -1739305 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1739343.625000 Penalty: 4756.508789
	Iteration 24Q: 3 clusters Score -1739344 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1739371.000000 Penalty: 4756.508789
	Iteration 25Q: 3 clusters Score -1739371 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1739391.625000 Penalty: 4756.508789
	Iteration 26Q: 3 clusters Score -1739392 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1739409.375000 Penalty: 4756.508789
	Iteration 27Q: 3 clusters Score -1739409 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1739415.125000 Penalty: 4756.508789
	Iteration 28Q: 3 clusters Score -1739415 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1739426.375000 Penalty: 4756.508789
	Iteration 29Q: 3 clusters Score -1739426 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1739432.750000 Penalty: 4756.508789
	Iteration 30Q: 3 clusters Score -1739433 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1739440.125000 Penalty: 4756.508789
	Iteration 31Q: 3 clusters Score -1739440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1739448.750000 Penalty: 4756.508789
	Iteration 32Q: 3 clusters Score -1739449 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1739455.125000 Penalty: 4756.508789
	Iteration 33Q: 3 clusters Score -1739455 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1739460.625000 Penalty: 4756.508789
	Iteration 34Q: 3 clusters Score -1739461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1739460.750000 Penalty: 4756.508789
	Iteration 35Q: 3 clusters Score -1739461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1739458.750000 Penalty: 4756.508789
	Iteration 36Q: 3 clusters Score -1739459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1739460.000000 Penalty: 4756.508789
	Iteration 37Q: 3 clusters Score -1739460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1739455.750000 Penalty: 4756.508789
	Iteration 38Q: 3 clusters Score -1739456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1739456.250000 Penalty: 4756.508789
	Iteration 39Q: 3 clusters Score -1739456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1739456.250000 Penalty: 4756.508789
	Iteration 40F: 3 clusters Score -1739456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -28581.498047 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -28581.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27312.587891 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -27312.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27382.292969 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -27382.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27421.070312 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -27421.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27433.318359 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -27433.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27438.761719 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -27438.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27443.669922 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -27443.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27453.222656 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -27453.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27458.925781 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -27458.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27458.925781 Penalty: 2778.651123
	Iteration 8F: 3 clusters Score -27458.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Entering Unmasked Estep 
Score: -474999.187500 Penalty: 2050.963135
	Iteration 0F: 2 clusters Score -474999.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -471210.656250 Penalty: 4101.926270
	Iteration 0F: 3 clusters Score -471210.7 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -472052.468750 Penalty: 4101.926270
	Iteration 1F: 3 clusters Score -472052.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -472221.593750 Penalty: 4101.926270
	Iteration 2F: 3 clusters Score -472221.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -472319.656250 Penalty: 4101.926270
	Iteration 3Q: 3 clusters Score -472319.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -472382.187500 Penalty: 4101.926270
	Iteration 4Q: 3 clusters Score -472382.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -472427.906250 Penalty: 4101.926270
	Iteration 5Q: 3 clusters Score -472427.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -472464.781250 Penalty: 4101.926270
	Iteration 6Q: 3 clusters Score -472464.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -472490.250000 Penalty: 4101.926270
	Iteration 7Q: 3 clusters Score -472490.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -472505.000000 Penalty: 4101.926270
	Iteration 8Q: 3 clusters Score -472505 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -472519.968750 Penalty: 4101.926270
	Iteration 9Q: 3 clusters Score -472520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -472536.312500 Penalty: 4101.926270
	Iteration 10Q: 3 clusters Score -472536.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -472553.187500 Penalty: 4101.926270
	Iteration 11Q: 3 clusters Score -472553.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -472562.218750 Penalty: 4101.926270
	Iteration 12Q: 3 clusters Score -472562.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -472568.031250 Penalty: 4101.926270
	Iteration 13Q: 3 clusters Score -472568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -472573.250000 Penalty: 4101.926270
	Iteration 14Q: 3 clusters Score -472573.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -472578.781250 Penalty: 4101.926270
	Iteration 15Q: 3 clusters Score -472578.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -472582.625000 Penalty: 4101.926270
	Iteration 16Q: 3 clusters Score -472582.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -472586.812500 Penalty: 4101.926270
	Iteration 17Q: 3 clusters Score -472586.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -472593.625000 Penalty: 4101.926270
	Iteration 18Q: 3 clusters Score -472593.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -472600.281250 Penalty: 4101.926270
	Iteration 19Q: 3 clusters Score -472600.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -472607.468750 Penalty: 4101.926270
	Iteration 20F: 3 clusters Score -472607.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -472613.875000 Penalty: 4101.926270
	Iteration 21Q: 3 clusters Score -472613.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -472618.312500 Penalty: 4101.926270
	Iteration 22Q: 3 clusters Score -472618.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -472621.968750 Penalty: 4101.926270
	Iteration 23Q: 3 clusters Score -472622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -472627.781250 Penalty: 4101.926270
	Iteration 24Q: 3 clusters Score -472627.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -472630.656250 Penalty: 4101.926270
	Iteration 25Q: 3 clusters Score -472630.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -472634.375000 Penalty: 4101.926270
	Iteration 26Q: 3 clusters Score -472634.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -472636.312500 Penalty: 4101.926270
	Iteration 27Q: 3 clusters Score -472636.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -472640.593750 Penalty: 4101.926270
	Iteration 28Q: 3 clusters Score -472640.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -472643.656250 Penalty: 4101.926270
	Iteration 29Q: 3 clusters Score -472643.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -472649.843750 Penalty: 4101.926270
	Iteration 30Q: 3 clusters Score -472649.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -472655.562500 Penalty: 4101.926270
	Iteration 31Q: 3 clusters Score -472655.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -472658.968750 Penalty: 4101.926270
	Iteration 32Q: 3 clusters Score -472659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -472662.968750 Penalty: 4101.926270
	Iteration 33Q: 3 clusters Score -472663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -472666.656250 Penalty: 4101.926270
	Iteration 34Q: 3 clusters Score -472666.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -472669.593750 Penalty: 4101.926270
	Iteration 35Q: 3 clusters Score -472669.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -472672.437500 Penalty: 4101.926270
	Iteration 36Q: 3 clusters Score -472672.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -472673.156250 Penalty: 4101.926270
	Iteration 37Q: 3 clusters Score -472673.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -472676.687500 Penalty: 4101.926270
	Iteration 38Q: 3 clusters Score -472676.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -472681.656250 Penalty: 4101.926270
	Iteration 39Q: 3 clusters Score -472681.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -472688.062500 Penalty: 4101.926270
	Iteration 40F: 3 clusters Score -472688.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -472693.062500 Penalty: 4101.926270
	Iteration 41Q: 3 clusters Score -472693.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -472701.718750 Penalty: 4101.926270
	Iteration 42Q: 3 clusters Score -472701.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -472708.656250 Penalty: 4101.926270
	Iteration 43Q: 3 clusters Score -472708.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -472718.937500 Penalty: 4101.926270
	Iteration 44Q: 3 clusters Score -472718.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -472725.750000 Penalty: 4101.926270
	Iteration 45Q: 3 clusters Score -472725.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -472731.656250 Penalty: 4101.926270
	Iteration 46Q: 3 clusters Score -472731.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -472736.562500 Penalty: 4101.926270
	Iteration 47Q: 3 clusters Score -472736.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -472746.281250 Penalty: 4101.926270
	Iteration 48Q: 3 clusters Score -472746.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -472753.812500 Penalty: 4101.926270
	Iteration 49Q: 3 clusters Score -472753.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -472762.250000 Penalty: 4101.926270
	Iteration 50Q: 3 clusters Score -472762.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -472771.031250 Penalty: 4101.926270
	Iteration 51Q: 3 clusters Score -472771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -472775.718750 Penalty: 4101.926270
	Iteration 52Q: 3 clusters Score -472775.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -472778.218750 Penalty: 4101.926270
	Iteration 53Q: 3 clusters Score -472778.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -472782.875000 Penalty: 4101.926270
	Iteration 54Q: 3 clusters Score -472782.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -472785.781250 Penalty: 4101.926270
	Iteration 55Q: 3 clusters Score -472785.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -472789.625000 Penalty: 4101.926270
	Iteration 56Q: 3 clusters Score -472789.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -472793.531250 Penalty: 4101.926270
	Iteration 57Q: 3 clusters Score -472793.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -472798.468750 Penalty: 4101.926270
	Iteration 58Q: 3 clusters Score -472798.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -472801.125000 Penalty: 4101.926270
	Iteration 59Q: 3 clusters Score -472801.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -472802.218750 Penalty: 4101.926270
	Iteration 60F: 3 clusters Score -472802.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -472805.343750 Penalty: 4101.926270
	Iteration 61Q: 3 clusters Score -472805.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -472808.093750 Penalty: 4101.926270
	Iteration 62Q: 3 clusters Score -472808.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -472812.875000 Penalty: 4101.926270
	Iteration 63Q: 3 clusters Score -472812.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -472816.593750 Penalty: 4101.926270
	Iteration 64Q: 3 clusters Score -472816.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -472819.781250 Penalty: 4101.926270
	Iteration 65Q: 3 clusters Score -472819.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -472823.312500 Penalty: 4101.926270
	Iteration 66Q: 3 clusters Score -472823.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -472826.468750 Penalty: 4101.926270
	Iteration 67Q: 3 clusters Score -472826.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -472828.562500 Penalty: 4101.926270
	Iteration 68Q: 3 clusters Score -472828.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -472829.812500 Penalty: 4101.926270
	Iteration 69Q: 3 clusters Score -472829.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -472831.312500 Penalty: 4101.926270
	Iteration 70Q: 3 clusters Score -472831.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -472832.406250 Penalty: 4101.926270
	Iteration 71Q: 3 clusters Score -472832.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -472832.718750 Penalty: 4101.926270
	Iteration 72Q: 3 clusters Score -472832.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -472833.968750 Penalty: 4101.926270
	Iteration 73Q: 3 clusters Score -472834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -472833.750000 Penalty: 4101.926270
	Iteration 74Q: 3 clusters Score -472833.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -472834.406250 Penalty: 4101.926270
	Iteration 75Q: 3 clusters Score -472834.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -472835.062500 Penalty: 4101.926270
	Iteration 76Q: 3 clusters Score -472835.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -472835.531250 Penalty: 4101.926270
	Iteration 77Q: 3 clusters Score -472835.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -472835.750000 Penalty: 4101.926270
	Iteration 78Q: 3 clusters Score -472835.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -472835.750000 Penalty: 4101.926270
	Iteration 79F: 3 clusters Score -472835.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Entering Unmasked Estep 
Score: -820460.437500 Penalty: 2177.863770
	Iteration 0F: 2 clusters Score -820460.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -814878.437500 Penalty: 4355.727539
	Iteration 0F: 3 clusters Score -814878.4 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -816295.375000 Penalty: 4355.727539
	Iteration 1F: 3 clusters Score -816295.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -816539.312500 Penalty: 4355.727539
	Iteration 2F: 3 clusters Score -816539.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -816703.187500 Penalty: 4355.727539
	Iteration 3F: 3 clusters Score -816703.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -816830.062500 Penalty: 4355.727539
	Iteration 4Q: 3 clusters Score -816830.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -816935.875000 Penalty: 4355.727539
	Iteration 5Q: 3 clusters Score -816935.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -817020.625000 Penalty: 4355.727539
	Iteration 6Q: 3 clusters Score -817020.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -817102.437500 Penalty: 4355.727539
	Iteration 7Q: 3 clusters Score -817102.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -817171.000000 Penalty: 4355.727539
	Iteration 8Q: 3 clusters Score -817171 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -817226.562500 Penalty: 4355.727539
	Iteration 9Q: 3 clusters Score -817226.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -817276.562500 Penalty: 4355.727539
	Iteration 10Q: 3 clusters Score -817276.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -817328.250000 Penalty: 4355.727539
	Iteration 11Q: 3 clusters Score -817328.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -817383.750000 Penalty: 4355.727539
	Iteration 12Q: 3 clusters Score -817383.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -817445.250000 Penalty: 4355.727539
	Iteration 13Q: 3 clusters Score -817445.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -817505.750000 Penalty: 4355.727539
	Iteration 14Q: 3 clusters Score -817505.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -817571.437500 Penalty: 4355.727539
	Iteration 15Q: 3 clusters Score -817571.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -817632.937500 Penalty: 4355.727539
	Iteration 16Q: 3 clusters Score -817632.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -817697.312500 Penalty: 4355.727539
	Iteration 17Q: 3 clusters Score -817697.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -817762.812500 Penalty: 4355.727539
	Iteration 18Q: 3 clusters Score -817762.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -817818.187500 Penalty: 4355.727539
	Iteration 19Q: 3 clusters Score -817818.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -817871.500000 Penalty: 4355.727539
	Iteration 20F: 3 clusters Score -817871.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -817920.500000 Penalty: 4355.727539
	Iteration 21Q: 3 clusters Score -817920.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -817969.250000 Penalty: 4355.727539
	Iteration 22Q: 3 clusters Score -817969.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -818021.875000 Penalty: 4355.727539
	Iteration 23Q: 3 clusters Score -818021.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -818074.500000 Penalty: 4355.727539
	Iteration 24Q: 3 clusters Score -818074.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -818117.500000 Penalty: 4355.727539
	Iteration 25Q: 3 clusters Score -818117.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -818152.500000 Penalty: 4355.727539
	Iteration 26Q: 3 clusters Score -818152.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -818180.500000 Penalty: 4355.727539
	Iteration 27Q: 3 clusters Score -818180.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -818214.500000 Penalty: 4355.727539
	Iteration 28Q: 3 clusters Score -818214.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -818245.687500 Penalty: 4355.727539
	Iteration 29Q: 3 clusters Score -818245.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -818275.125000 Penalty: 4355.727539
	Iteration 30Q: 3 clusters Score -818275.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -818301.375000 Penalty: 4355.727539
	Iteration 31Q: 3 clusters Score -818301.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -818325.000000 Penalty: 4355.727539
	Iteration 32Q: 3 clusters Score -818325 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -818347.437500 Penalty: 4355.727539
	Iteration 33Q: 3 clusters Score -818347.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -818365.312500 Penalty: 4355.727539
	Iteration 34Q: 3 clusters Score -818365.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -818379.437500 Penalty: 4355.727539
	Iteration 35Q: 3 clusters Score -818379.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -818397.875000 Penalty: 4355.727539
	Iteration 36Q: 3 clusters Score -818397.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -818410.562500 Penalty: 4355.727539
	Iteration 37Q: 3 clusters Score -818410.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -818418.937500 Penalty: 4355.727539
	Iteration 38Q: 3 clusters Score -818418.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -818428.875000 Penalty: 4355.727539
	Iteration 39Q: 3 clusters Score -818428.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -818439.562500 Penalty: 4355.727539
	Iteration 40F: 3 clusters Score -818439.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -818444.937500 Penalty: 4355.727539
	Iteration 41Q: 3 clusters Score -818444.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -818450.312500 Penalty: 4355.727539
	Iteration 42Q: 3 clusters Score -818450.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -818455.625000 Penalty: 4355.727539
	Iteration 43Q: 3 clusters Score -818455.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -818455.562500 Penalty: 4355.727539
	Iteration 44Q: 3 clusters Score -818455.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -818459.562500 Penalty: 4355.727539
	Iteration 45Q: 3 clusters Score -818459.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -818463.250000 Penalty: 4355.727539
	Iteration 46Q: 3 clusters Score -818463.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -818464.187500 Penalty: 4355.727539
	Iteration 47Q: 3 clusters Score -818464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -818466.125000 Penalty: 4355.727539
	Iteration 48Q: 3 clusters Score -818466.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -818471.125000 Penalty: 4355.727539
	Iteration 49Q: 3 clusters Score -818471.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -818472.625000 Penalty: 4355.727539
	Iteration 50Q: 3 clusters Score -818472.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -818477.375000 Penalty: 4355.727539
	Iteration 51Q: 3 clusters Score -818477.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -818483.937500 Penalty: 4355.727539
	Iteration 52Q: 3 clusters Score -818483.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -818486.687500 Penalty: 4355.727539
	Iteration 53Q: 3 clusters Score -818486.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -818490.125000 Penalty: 4355.727539
	Iteration 54Q: 3 clusters Score -818490.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -818491.750000 Penalty: 4355.727539
	Iteration 55Q: 3 clusters Score -818491.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -818492.625000 Penalty: 4355.727539
	Iteration 56Q: 3 clusters Score -818492.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -818492.937500 Penalty: 4355.727539
	Iteration 57Q: 3 clusters Score -818492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -818497.000000 Penalty: 4355.727539
	Iteration 58Q: 3 clusters Score -818497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -818499.625000 Penalty: 4355.727539
	Iteration 59Q: 3 clusters Score -818499.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -818501.437500 Penalty: 4355.727539
	Iteration 60F: 3 clusters Score -818501.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -818506.500000 Penalty: 4355.727539
	Iteration 61Q: 3 clusters Score -818506.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -818508.250000 Penalty: 4355.727539
	Iteration 62Q: 3 clusters Score -818508.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -818509.375000 Penalty: 4355.727539
	Iteration 63Q: 3 clusters Score -818509.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -818510.687500 Penalty: 4355.727539
	Iteration 64Q: 3 clusters Score -818510.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -818512.062500 Penalty: 4355.727539
	Iteration 65Q: 3 clusters Score -818512.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -818512.937500 Penalty: 4355.727539
	Iteration 66Q: 3 clusters Score -818512.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -818514.562500 Penalty: 4355.727539
	Iteration 67Q: 3 clusters Score -818514.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -818516.312500 Penalty: 4355.727539
	Iteration 68Q: 3 clusters Score -818516.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -818516.375000 Penalty: 4355.727539
	Iteration 69Q: 3 clusters Score -818516.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -818517.750000 Penalty: 4355.727539
	Iteration 70Q: 3 clusters Score -818517.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -818518.812500 Penalty: 4355.727539
	Iteration 71Q: 3 clusters Score -818518.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -818519.812500 Penalty: 4355.727539
	Iteration 72Q: 3 clusters Score -818519.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -818519.812500 Penalty: 4355.727539
	Iteration 73F: 3 clusters Score -818519.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Entering Unmasked Estep 
Score: -1027112.125000 Penalty: 2249.997803
	Iteration 0F: 2 clusters Score -1027112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1020296.000000 Penalty: 4499.995605
	Iteration 0F: 3 clusters Score -1020296 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1022227.875000 Penalty: 4499.995605
	Iteration 1F: 3 clusters Score -1022228 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1022678.937500 Penalty: 4499.995605
	Iteration 2F: 3 clusters Score -1022679 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1023129.000000 Penalty: 4499.995605
	Iteration 3F: 3 clusters Score -1023129 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1023507.312500 Penalty: 4499.995605
	Iteration 4F: 3 clusters Score -1023507 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1023857.625000 Penalty: 4499.995605
	Iteration 5F: 3 clusters Score -1023858 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1024203.375000 Penalty: 4499.995605
	Iteration 6F: 3 clusters Score -1024203 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1024524.437500 Penalty: 4499.995605
	Iteration 7F: 3 clusters Score -1024524 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1024827.437500 Penalty: 4499.995605
	Iteration 8F: 3 clusters Score -1024827 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1025073.187500 Penalty: 4499.995605
	Iteration 9Q: 3 clusters Score -1025073 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1025257.812500 Penalty: 4499.995605
	Iteration 10Q: 3 clusters Score -1025258 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1025409.312500 Penalty: 4499.995605
	Iteration 11Q: 3 clusters Score -1025409 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1025540.562500 Penalty: 4499.995605
	Iteration 12Q: 3 clusters Score -1025541 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1025655.187500 Penalty: 4499.995605
	Iteration 13Q: 3 clusters Score -1025655 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1025749.375000 Penalty: 4499.995605
	Iteration 14Q: 3 clusters Score -1025749 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1025814.687500 Penalty: 4499.995605
	Iteration 15Q: 3 clusters Score -1025815 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1025872.000000 Penalty: 4499.995605
	Iteration 16Q: 3 clusters Score -1025872 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1025924.250000 Penalty: 4499.995605
	Iteration 17Q: 3 clusters Score -1025924 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1025959.187500 Penalty: 4499.995605
	Iteration 18Q: 3 clusters Score -1025959 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1025995.687500 Penalty: 4499.995605
	Iteration 19Q: 3 clusters Score -1025996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1026023.750000 Penalty: 4499.995605
	Iteration 20F: 3 clusters Score -1026024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1026040.000000 Penalty: 4499.995605
	Iteration 21Q: 3 clusters Score -1026040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1026056.687500 Penalty: 4499.995605
	Iteration 22Q: 3 clusters Score -1026057 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1026072.750000 Penalty: 4499.995605
	Iteration 23Q: 3 clusters Score -1026073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1026084.062500 Penalty: 4499.995605
	Iteration 24Q: 3 clusters Score -1026084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1026088.625000 Penalty: 4499.995605
	Iteration 25Q: 3 clusters Score -1026089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1026095.500000 Penalty: 4499.995605
	Iteration 26Q: 3 clusters Score -1026096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1026100.312500 Penalty: 4499.995605
	Iteration 27Q: 3 clusters Score -1026100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1026102.625000 Penalty: 4499.995605
	Iteration 28Q: 3 clusters Score -1026103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1026104.812500 Penalty: 4499.995605
	Iteration 29Q: 3 clusters Score -1026105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1026108.312500 Penalty: 4499.995605
	Iteration 30Q: 3 clusters Score -1026108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1026109.875000 Penalty: 4499.995605
	Iteration 31Q: 3 clusters Score -1026110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1026111.562500 Penalty: 4499.995605
	Iteration 32Q: 3 clusters Score -1026112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1026110.562500 Penalty: 4499.995605
	Iteration 33Q: 3 clusters Score -1026111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1026113.625000 Penalty: 4499.995605
	Iteration 34Q: 3 clusters Score -1026114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1026114.812500 Penalty: 4499.995605
	Iteration 35Q: 3 clusters Score -1026115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1026116.000000 Penalty: 4499.995605
	Iteration 36Q: 3 clusters Score -1026116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1026115.937500 Penalty: 4499.995605
	Iteration 37Q: 3 clusters Score -1026116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1026115.375000 Penalty: 4499.995605
	Iteration 38Q: 3 clusters Score -1026115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1026114.250000 Penalty: 4499.995605
	Iteration 39Q: 3 clusters Score -1026114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1026116.062500 Penalty: 4499.995605
	Iteration 40F: 3 clusters Score -1026116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1026116.125000 Penalty: 4499.995605
	Iteration 41Q: 3 clusters Score -1026116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1026116.125000 Penalty: 4499.995605
	Iteration 42F: 3 clusters Score -1026116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Entering Unmasked Estep 
Score: -88275.750000 Penalty: 1662.390625
	Iteration 0F: 2 clusters Score -88275.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -86473.468750 Penalty: 3324.781250
	Iteration 0F: 3 clusters Score -86473.47 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -86810.164062 Penalty: 3324.781250
	Iteration 1F: 3 clusters Score -86810.16 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -87017.398438 Penalty: 3324.781250
	Iteration 2F: 3 clusters Score -87017.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -87115.343750 Penalty: 3324.781250
	Iteration 3F: 3 clusters Score -87115.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -87184.695312 Penalty: 3324.781250
	Iteration 4Q: 3 clusters Score -87184.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -87255.328125 Penalty: 3324.781250
	Iteration 5Q: 3 clusters Score -87255.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -87302.437500 Penalty: 3324.781250
	Iteration 6Q: 3 clusters Score -87302.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -87347.585938 Penalty: 3324.781250
	Iteration 7Q: 3 clusters Score -87347.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -87406.070312 Penalty: 3324.781250
	Iteration 8Q: 3 clusters Score -87406.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -87472.460938 Penalty: 3324.781250
	Iteration 9Q: 3 clusters Score -87472.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -87552.289062 Penalty: 3324.781250
	Iteration 10Q: 3 clusters Score -87552.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -87638.585938 Penalty: 3324.781250
	Iteration 11Q: 3 clusters Score -87638.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -87800.351562 Penalty: 3324.781250
	Iteration 12Q: 3 clusters Score -87800.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -87961.304688 Penalty: 3324.781250
	Iteration 13Q: 3 clusters Score -87961.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -88068.906250 Penalty: 3324.781250
	Iteration 14Q: 3 clusters Score -88068.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -88126.492188 Penalty: 3324.781250
	Iteration 15Q: 3 clusters Score -88126.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -88162.117188 Penalty: 3324.781250
	Iteration 16Q: 3 clusters Score -88162.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -88184.296875 Penalty: 3324.781250
	Iteration 17Q: 3 clusters Score -88184.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -88188.398438 Penalty: 3324.781250
	Iteration 18Q: 3 clusters Score -88188.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -88195.140625 Penalty: 3324.781250
	Iteration 19Q: 3 clusters Score -88195.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -88206.593750 Penalty: 3324.781250
	Iteration 20F: 3 clusters Score -88206.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -88218.726562 Penalty: 3324.781250
	Iteration 21Q: 3 clusters Score -88218.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -88225.812500 Penalty: 3324.781250
	Iteration 22Q: 3 clusters Score -88225.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -88244.960938 Penalty: 3324.781250
	Iteration 23Q: 3 clusters Score -88244.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -88290.523438 Penalty: 3324.781250
	Iteration 24Q: 3 clusters Score -88290.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -88444.781250 Penalty: 3324.781250
	Iteration 25Q: 3 clusters Score -88444.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -88580.929688 Penalty: 3324.781250
	Iteration 26Q: 3 clusters Score -88580.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -88582.664062 Penalty: 3324.781250
	Iteration 27Q: 3 clusters Score -88582.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -88582.664062 Penalty: 3324.781250
	Iteration 28F: 3 clusters Score -88582.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306711 members 
Mstep: Class 2 contains 58296 members 
Mstep: Class 3 contains 19118 members 
Mstep: Class 4 contains 278290 members 
Mstep: Class 5 contains 9707 members 
Mstep: Class 6 contains 22489 members 
Mstep: Class 7 contains 8609 members 
Mstep: Class 8 contains 110323 members 
Mstep: Class 9 contains 32018 members 
Mstep: Class 10 contains 76552 members 
Mstep: Class 11 contains 22269 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22160 members 
Mstep: Class 14 contains 25005 members 
Mstep: Class 15 contains 136271 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15362 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3675 members 
Mstep: Class 20 contains 14614 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3905 members 
Mstep: Class 23 contains 6514 members 
Mstep: Class 24 contains 8713 members 
Mstep: Class 25 contains 333 members 
Mstep: Class 26 contains 84901 members 
Mstep: Class 27 contains 382 members 
Mstep: Class 28 contains 482 members 
Entering Unmasked Estep 
Score: -154615888.000000 Penalty: 97617.203125
Splitting cluster 25 changes total score from -154617280.000000 to -154615888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (84901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84901 members 
Entering Unmasked Estep 
Score: -10717531.000000 Penalty: 2814.611816
	Iteration 0F: 2 clusters Score -1.071753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -10660655.000000 Penalty: 5629.223633
	Iteration 0F: 3 clusters Score -1.066066e+07 nChanged 39869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -10683145.000000 Penalty: 5629.223633
	Iteration 1F: 3 clusters Score -1.068314e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -10683796.000000 Penalty: 5629.223633
	Iteration 2Q: 3 clusters Score -1.06838e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -10684550.000000 Penalty: 5629.223633
	Iteration 3Q: 3 clusters Score -1.068455e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -10685372.000000 Penalty: 5629.223633
	Iteration 4Q: 3 clusters Score -1.068537e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -10686404.000000 Penalty: 5629.223633
	Iteration 5Q: 3 clusters Score -1.06864e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -10687895.000000 Penalty: 5629.223633
	Iteration 6Q: 3 clusters Score -1.06879e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -10690180.000000 Penalty: 5629.223633
	Iteration 7F: 3 clusters Score -1.069018e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59880 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -10693506.000000 Penalty: 5629.223633
	Iteration 8F: 3 clusters Score -1.069351e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65518 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -10698110.000000 Penalty: 5629.223633
	Iteration 9F: 3 clusters Score -1.069811e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71324 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -10703480.000000 Penalty: 5629.223633
	Iteration 10F: 3 clusters Score -1.070348e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76153 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -10708064.000000 Penalty: 5629.223633
	Iteration 11F: 3 clusters Score -1.070806e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79415 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -10711206.000000 Penalty: 5629.223633
	Iteration 12Q: 3 clusters Score -1.071121e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81240 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -10712883.000000 Penalty: 5629.223633
	Iteration 13Q: 3 clusters Score -1.071288e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82234 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -10713841.000000 Penalty: 5629.223633
	Iteration 14Q: 3 clusters Score -1.071384e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82810 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -10714342.000000 Penalty: 5629.223633
	Iteration 15Q: 3 clusters Score -1.071434e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83161 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -10714646.000000 Penalty: 5629.223633
	Iteration 16Q: 3 clusters Score -1.071465e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83365 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -10714842.000000 Penalty: 5629.223633
	Iteration 17Q: 3 clusters Score -1.071484e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83514 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -10714997.000000 Penalty: 5629.223633
	Iteration 18Q: 3 clusters Score -1.0715e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83616 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -10715057.000000 Penalty: 5629.223633
	Iteration 19Q: 3 clusters Score -1.071506e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83701 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -10715103.000000 Penalty: 5629.223633
	Iteration 20F: 3 clusters Score -1.07151e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83765 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -10715177.000000 Penalty: 5629.223633
	Iteration 21Q: 3 clusters Score -1.071518e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83804 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -10715169.000000 Penalty: 5629.223633
	Iteration 22Q: 3 clusters Score -1.071517e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83841 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -10715207.000000 Penalty: 5629.223633
	Iteration 23Q: 3 clusters Score -1.071521e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83870 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -10715211.000000 Penalty: 5629.223633
	Iteration 24Q: 3 clusters Score -1.071521e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83888 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -10715215.000000 Penalty: 5629.223633
	Iteration 25Q: 3 clusters Score -1.071522e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83904 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -10715223.000000 Penalty: 5629.223633
	Iteration 26Q: 3 clusters Score -1.071522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83919 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -10715233.000000 Penalty: 5629.223633
	Iteration 27Q: 3 clusters Score -1.071523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83931 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -10715233.000000 Penalty: 5629.223633
	Iteration 28Q: 3 clusters Score -1.071523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83935 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -10715246.000000 Penalty: 5629.223633
	Iteration 29Q: 3 clusters Score -1.071525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83940 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -10715236.000000 Penalty: 5629.223633
	Iteration 30Q: 3 clusters Score -1.071524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83946 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10715240.000000 Penalty: 5629.223633
	Iteration 31Q: 3 clusters Score -1.071524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83950 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -10715245.000000 Penalty: 5629.223633
	Iteration 32Q: 3 clusters Score -1.071524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83952 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -10715242.000000 Penalty: 5629.223633
	Iteration 33Q: 3 clusters Score -1.071524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83955 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -10715247.000000 Penalty: 5629.223633
	Iteration 34Q: 3 clusters Score -1.071525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -10715259.000000 Penalty: 5629.223633
	Iteration 35Q: 3 clusters Score -1.071526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83966 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -10715261.000000 Penalty: 5629.223633
	Iteration 36Q: 3 clusters Score -1.071526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83970 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -10715274.000000 Penalty: 5629.223633
	Iteration 37Q: 3 clusters Score -1.071527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83977 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -10715272.000000 Penalty: 5629.223633
	Iteration 38Q: 3 clusters Score -1.071527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83984 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -10715281.000000 Penalty: 5629.223633
	Iteration 39Q: 3 clusters Score -1.071528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83992 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10715280.000000 Penalty: 5629.223633
	Iteration 40F: 3 clusters Score -1.071528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83995 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -10715285.000000 Penalty: 5629.223633
	Iteration 41Q: 3 clusters Score -1.071528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83998 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -10715284.000000 Penalty: 5629.223633
	Iteration 42Q: 3 clusters Score -1.071528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84003 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10715278.000000 Penalty: 5629.223633
	Iteration 43Q: 3 clusters Score -1.071528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84005 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -10715281.000000 Penalty: 5629.223633
	Iteration 44Q: 3 clusters Score -1.071528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84003 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10715288.000000 Penalty: 5629.223633
	Iteration 45Q: 3 clusters Score -1.071529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -10715290.000000 Penalty: 5629.223633
	Iteration 46Q: 3 clusters Score -1.071529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84006 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10715290.000000 Penalty: 5629.223633
	Iteration 47Q: 3 clusters Score -1.071529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84008 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -10715289.000000 Penalty: 5629.223633
	Iteration 48Q: 3 clusters Score -1.071529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84009 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -10715289.000000 Penalty: 5629.223633
	Iteration 49Q: 3 clusters Score -1.071529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84011 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -10715289.000000 Penalty: 5629.223633
	Iteration 50Q: 3 clusters Score -1.071529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84013 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10715285.000000 Penalty: 5629.223633
	Iteration 51Q: 3 clusters Score -1.071528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84016 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10715297.000000 Penalty: 5629.223633
	Iteration 52Q: 3 clusters Score -1.07153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84018 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -10715292.000000 Penalty: 5629.223633
	Iteration 53Q: 3 clusters Score -1.071529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84018 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -10715286.000000 Penalty: 5629.223633
	Iteration 54Q: 3 clusters Score -1.071529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84020 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -10715299.000000 Penalty: 5629.223633
	Iteration 55Q: 3 clusters Score -1.07153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84021 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10715301.000000 Penalty: 5629.223633
	Iteration 56Q: 3 clusters Score -1.07153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84021 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10715301.000000 Penalty: 5629.223633
	Iteration 57F: 3 clusters Score -1.07153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -38157.753906 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -38157.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36872.769531 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -36872.77 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37104.890625 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -37104.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37160.933594 Penalty: 2948.928711
	Iteration 2Q: 3 clusters Score -37160.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37211.527344 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -37211.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37224.601562 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -37224.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37227.695312 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -37227.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37227.695312 Penalty: 2948.928711
	Iteration 6F: 3 clusters Score -37227.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306711 members 
Mstep: Class 2 contains 58296 members 
Mstep: Class 3 contains 19118 members 
Mstep: Class 4 contains 278290 members 
Mstep: Class 5 contains 9707 members 
Mstep: Class 6 contains 22489 members 
Mstep: Class 7 contains 8609 members 
Mstep: Class 8 contains 110323 members 
Mstep: Class 9 contains 32018 members 
Mstep: Class 10 contains 76552 members 
Mstep: Class 11 contains 22269 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22160 members 
Mstep: Class 14 contains 25005 members 
Mstep: Class 15 contains 136271 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15362 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3675 members 
Mstep: Class 20 contains 14614 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3905 members 
Mstep: Class 23 contains 6514 members 
Mstep: Class 24 contains 8713 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84901 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617376.000000 Penalty: 94130.875000
Iteration 199Q: 28 clusters Score -1.546174e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306673 members 
Mstep: Class 2 contains 58288 members 
Mstep: Class 3 contains 19121 members 
Mstep: Class 4 contains 278336 members 
Mstep: Class 5 contains 9706 members 
Mstep: Class 6 contains 22487 members 
Mstep: Class 7 contains 8609 members 
Mstep: Class 8 contains 110287 members 
Mstep: Class 9 contains 32018 members 
Mstep: Class 10 contains 76562 members 
Mstep: Class 11 contains 22259 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22162 members 
Mstep: Class 14 contains 25006 members 
Mstep: Class 15 contains 136364 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15362 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3674 members 
Mstep: Class 20 contains 14615 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3905 members 
Mstep: Class 23 contains 6511 members 
Mstep: Class 24 contains 8713 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84845 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617424.000000 Penalty: 94130.875000
Iteration 200F: 28 clusters Score -1.546174e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306632 members 
Mstep: Class 2 contains 58275 members 
Mstep: Class 3 contains 19123 members 
Mstep: Class 4 contains 278379 members 
Mstep: Class 5 contains 9708 members 
Mstep: Class 6 contains 22482 members 
Mstep: Class 7 contains 8609 members 
Mstep: Class 8 contains 110254 members 
Mstep: Class 9 contains 32022 members 
Mstep: Class 10 contains 76567 members 
Mstep: Class 11 contains 22257 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22162 members 
Mstep: Class 14 contains 25006 members 
Mstep: Class 15 contains 136464 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15354 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3672 members 
Mstep: Class 20 contains 14613 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3905 members 
Mstep: Class 23 contains 6512 members 
Mstep: Class 24 contains 8712 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84794 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617424.000000 Penalty: 94130.875000
Iteration 201Q: 28 clusters Score -1.546174e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306607 members 
Mstep: Class 2 contains 58264 members 
Mstep: Class 3 contains 19127 members 
Mstep: Class 4 contains 278409 members 
Mstep: Class 5 contains 9710 members 
Mstep: Class 6 contains 22478 members 
Mstep: Class 7 contains 8610 members 
Mstep: Class 8 contains 110218 members 
Mstep: Class 9 contains 32021 members 
Mstep: Class 10 contains 76572 members 
Mstep: Class 11 contains 22250 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22165 members 
Mstep: Class 14 contains 25005 members 
Mstep: Class 15 contains 136553 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15357 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3670 members 
Mstep: Class 20 contains 14616 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3905 members 
Mstep: Class 23 contains 6511 members 
Mstep: Class 24 contains 8712 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84742 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617504.000000 Penalty: 94130.875000
Iteration 202Q: 28 clusters Score -1.546175e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306577 members 
Mstep: Class 2 contains 58258 members 
Mstep: Class 3 contains 19131 members 
Mstep: Class 4 contains 278414 members 
Mstep: Class 5 contains 9708 members 
Mstep: Class 6 contains 22478 members 
Mstep: Class 7 contains 8610 members 
Mstep: Class 8 contains 110183 members 
Mstep: Class 9 contains 32022 members 
Mstep: Class 10 contains 76569 members 
Mstep: Class 11 contains 22238 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22167 members 
Mstep: Class 14 contains 25008 members 
Mstep: Class 15 contains 136669 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15355 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3667 members 
Mstep: Class 20 contains 14615 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3905 members 
Mstep: Class 23 contains 6510 members 
Mstep: Class 24 contains 8712 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84706 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617456.000000 Penalty: 94130.875000
Iteration 203Q: 28 clusters Score -1.546175e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306537 members 
Mstep: Class 2 contains 58236 members 
Mstep: Class 3 contains 19138 members 
Mstep: Class 4 contains 278445 members 
Mstep: Class 5 contains 9707 members 
Mstep: Class 6 contains 22478 members 
Mstep: Class 7 contains 8610 members 
Mstep: Class 8 contains 110156 members 
Mstep: Class 9 contains 32019 members 
Mstep: Class 10 contains 76565 members 
Mstep: Class 11 contains 22233 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22172 members 
Mstep: Class 14 contains 25010 members 
Mstep: Class 15 contains 136771 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15343 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3668 members 
Mstep: Class 20 contains 14615 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3905 members 
Mstep: Class 23 contains 6512 members 
Mstep: Class 24 contains 8712 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84671 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617488.000000 Penalty: 94130.875000
Iteration 204Q: 28 clusters Score -1.546175e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306543 members 
Mstep: Class 2 contains 58212 members 
Mstep: Class 3 contains 19144 members 
Mstep: Class 4 contains 278451 members 
Mstep: Class 5 contains 9705 members 
Mstep: Class 6 contains 22481 members 
Mstep: Class 7 contains 8610 members 
Mstep: Class 8 contains 110116 members 
Mstep: Class 9 contains 32015 members 
Mstep: Class 10 contains 76558 members 
Mstep: Class 11 contains 22226 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22180 members 
Mstep: Class 14 contains 25009 members 
Mstep: Class 15 contains 136871 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15337 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3666 members 
Mstep: Class 20 contains 14617 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3905 members 
Mstep: Class 23 contains 6510 members 
Mstep: Class 24 contains 8712 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84635 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617488.000000 Penalty: 94130.875000
Iteration 205Q: 28 clusters Score -1.546175e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306541 members 
Mstep: Class 2 contains 58188 members 
Mstep: Class 3 contains 19149 members 
Mstep: Class 4 contains 278458 members 
Mstep: Class 5 contains 9705 members 
Mstep: Class 6 contains 22478 members 
Mstep: Class 7 contains 8610 members 
Mstep: Class 8 contains 110066 members 
Mstep: Class 9 contains 32019 members 
Mstep: Class 10 contains 76557 members 
Mstep: Class 11 contains 22216 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 22189 members 
Mstep: Class 14 contains 25006 members 
Mstep: Class 15 contains 136975 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15332 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3665 members 
Mstep: Class 20 contains 14621 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3905 members 
Mstep: Class 23 contains 6507 members 
Mstep: Class 24 contains 8712 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84602 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617264.000000 Penalty: 94130.875000
Iteration 206Q: 28 clusters Score -1.546173e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306541 members 
Mstep: Class 2 contains 58164 members 
Mstep: Class 3 contains 19152 members 
Mstep: Class 4 contains 278472 members 
Mstep: Class 5 contains 9706 members 
Mstep: Class 6 contains 22477 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 110016 members 
Mstep: Class 9 contains 32024 members 
Mstep: Class 10 contains 76569 members 
Mstep: Class 11 contains 22211 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 22190 members 
Mstep: Class 14 contains 25004 members 
Mstep: Class 15 contains 137074 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15323 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3661 members 
Mstep: Class 20 contains 14617 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 6507 members 
Mstep: Class 24 contains 8711 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84564 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617328.000000 Penalty: 94130.875000
Iteration 207Q: 28 clusters Score -1.546173e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306539 members 
Mstep: Class 2 contains 58141 members 
Mstep: Class 3 contains 19152 members 
Mstep: Class 4 contains 278477 members 
Mstep: Class 5 contains 9707 members 
Mstep: Class 6 contains 22480 members 
Mstep: Class 7 contains 8612 members 
Mstep: Class 8 contains 109979 members 
Mstep: Class 9 contains 32022 members 
Mstep: Class 10 contains 76563 members 
Mstep: Class 11 contains 22204 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22188 members 
Mstep: Class 14 contains 25003 members 
Mstep: Class 15 contains 137182 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15323 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3659 members 
Mstep: Class 20 contains 14619 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 8710 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84528 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617280.000000 Penalty: 94130.875000
Iteration 208Q: 28 clusters Score -1.546173e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306487 members 
Mstep: Class 2 contains 58119 members 
Mstep: Class 3 contains 19156 members 
Mstep: Class 4 contains 278518 members 
Mstep: Class 5 contains 9716 members 
Mstep: Class 6 contains 22479 members 
Mstep: Class 7 contains 8613 members 
Mstep: Class 8 contains 109929 members 
Mstep: Class 9 contains 32022 members 
Mstep: Class 10 contains 76564 members 
Mstep: Class 11 contains 22198 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 22185 members 
Mstep: Class 14 contains 25005 members 
Mstep: Class 15 contains 137298 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15324 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3656 members 
Mstep: Class 20 contains 14619 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 6506 members 
Mstep: Class 24 contains 8709 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84491 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617136.000000 Penalty: 94130.875000
Iteration 209Q: 28 clusters Score -1.546171e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306425 members 
Mstep: Class 2 contains 58099 members 
Mstep: Class 3 contains 19160 members 
Mstep: Class 4 contains 278538 members 
Mstep: Class 5 contains 9716 members 
Mstep: Class 6 contains 22478 members 
Mstep: Class 7 contains 8614 members 
Mstep: Class 8 contains 109911 members 
Mstep: Class 9 contains 32024 members 
Mstep: Class 10 contains 76560 members 
Mstep: Class 11 contains 22197 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 22187 members 
Mstep: Class 14 contains 25010 members 
Mstep: Class 15 contains 137412 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15324 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3652 members 
Mstep: Class 20 contains 14617 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 8709 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84453 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617280.000000 Penalty: 94130.875000
Iteration 210Q: 28 clusters Score -1.546173e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306372 members 
Mstep: Class 2 contains 58067 members 
Mstep: Class 3 contains 19163 members 
Mstep: Class 4 contains 278617 members 
Mstep: Class 5 contains 9720 members 
Mstep: Class 6 contains 22476 members 
Mstep: Class 7 contains 8615 members 
Mstep: Class 8 contains 109873 members 
Mstep: Class 9 contains 32020 members 
Mstep: Class 10 contains 76551 members 
Mstep: Class 11 contains 22192 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 22189 members 
Mstep: Class 14 contains 25014 members 
Mstep: Class 15 contains 137513 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15317 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3645 members 
Mstep: Class 20 contains 14615 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 8709 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84418 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617168.000000 Penalty: 94130.875000
Iteration 211Q: 28 clusters Score -1.546172e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306318 members 
Mstep: Class 2 contains 58037 members 
Mstep: Class 3 contains 19172 members 
Mstep: Class 4 contains 278681 members 
Mstep: Class 5 contains 9721 members 
Mstep: Class 6 contains 22474 members 
Mstep: Class 7 contains 8615 members 
Mstep: Class 8 contains 109827 members 
Mstep: Class 9 contains 32023 members 
Mstep: Class 10 contains 76544 members 
Mstep: Class 11 contains 22180 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22192 members 
Mstep: Class 14 contains 25015 members 
Mstep: Class 15 contains 137625 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15308 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3642 members 
Mstep: Class 20 contains 14611 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 6511 members 
Mstep: Class 24 contains 8709 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84388 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617184.000000 Penalty: 94130.875000
Iteration 212Q: 28 clusters Score -1.546172e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306234 members 
Mstep: Class 2 contains 58010 members 
Mstep: Class 3 contains 19177 members 
Mstep: Class 4 contains 278787 members 
Mstep: Class 5 contains 9722 members 
Mstep: Class 6 contains 22474 members 
Mstep: Class 7 contains 8615 members 
Mstep: Class 8 contains 109796 members 
Mstep: Class 9 contains 32023 members 
Mstep: Class 10 contains 76554 members 
Mstep: Class 11 contains 22172 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22191 members 
Mstep: Class 14 contains 25018 members 
Mstep: Class 15 contains 137713 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15295 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3641 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 6514 members 
Mstep: Class 24 contains 8709 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84340 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617424.000000 Penalty: 94130.875000
Iteration 213Q: 28 clusters Score -1.546174e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 306123 members 
Mstep: Class 2 contains 57999 members 
Mstep: Class 3 contains 19179 members 
Mstep: Class 4 contains 278917 members 
Mstep: Class 5 contains 9723 members 
Mstep: Class 6 contains 22474 members 
Mstep: Class 7 contains 8615 members 
Mstep: Class 8 contains 109765 members 
Mstep: Class 9 contains 32019 members 
Mstep: Class 10 contains 76560 members 
Mstep: Class 11 contains 22165 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22190 members 
Mstep: Class 14 contains 25018 members 
Mstep: Class 15 contains 137795 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15279 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3640 members 
Mstep: Class 20 contains 14607 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 6524 members 
Mstep: Class 24 contains 8709 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84292 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617584.000000 Penalty: 94130.875000
Iteration 214Q: 28 clusters Score -1.546176e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 305958 members 
Mstep: Class 2 contains 57978 members 
Mstep: Class 3 contains 19186 members 
Mstep: Class 4 contains 279103 members 
Mstep: Class 5 contains 9729 members 
Mstep: Class 6 contains 22468 members 
Mstep: Class 7 contains 8615 members 
Mstep: Class 8 contains 109733 members 
Mstep: Class 9 contains 32018 members 
Mstep: Class 10 contains 76570 members 
Mstep: Class 11 contains 22156 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 22191 members 
Mstep: Class 14 contains 25019 members 
Mstep: Class 15 contains 137873 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15265 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3640 members 
Mstep: Class 20 contains 14606 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 6530 members 
Mstep: Class 24 contains 8709 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84247 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617520.000000 Penalty: 94130.875000
Iteration 215Q: 28 clusters Score -1.546175e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 305803 members 
Mstep: Class 2 contains 57967 members 
Mstep: Class 3 contains 19181 members 
Mstep: Class 4 contains 279283 members 
Mstep: Class 5 contains 9736 members 
Mstep: Class 6 contains 22462 members 
Mstep: Class 7 contains 8615 members 
Mstep: Class 8 contains 109709 members 
Mstep: Class 9 contains 32019 members 
Mstep: Class 10 contains 76561 members 
Mstep: Class 11 contains 22146 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22191 members 
Mstep: Class 14 contains 25018 members 
Mstep: Class 15 contains 137971 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15244 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3641 members 
Mstep: Class 20 contains 14605 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 6536 members 
Mstep: Class 24 contains 8710 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84195 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617536.000000 Penalty: 94130.875000
Iteration 216Q: 28 clusters Score -1.546175e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 305599 members 
Mstep: Class 2 contains 57966 members 
Mstep: Class 3 contains 19179 members 
Mstep: Class 4 contains 279495 members 
Mstep: Class 5 contains 9739 members 
Mstep: Class 6 contains 22464 members 
Mstep: Class 7 contains 8615 members 
Mstep: Class 8 contains 109683 members 
Mstep: Class 9 contains 32019 members 
Mstep: Class 10 contains 76569 members 
Mstep: Class 11 contains 22139 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 22191 members 
Mstep: Class 14 contains 25013 members 
Mstep: Class 15 contains 138069 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15231 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3639 members 
Mstep: Class 20 contains 14603 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 6538 members 
Mstep: Class 24 contains 8710 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84131 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617664.000000 Penalty: 94130.875000
Iteration 217Q: 28 clusters Score -1.546177e+08 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 305420 members 
Mstep: Class 2 contains 57952 members 
Mstep: Class 3 contains 19177 members 
Mstep: Class 4 contains 279706 members 
Mstep: Class 5 contains 9746 members 
Mstep: Class 6 contains 22463 members 
Mstep: Class 7 contains 8615 members 
Mstep: Class 8 contains 109639 members 
Mstep: Class 9 contains 32018 members 
Mstep: Class 10 contains 76580 members 
Mstep: Class 11 contains 22128 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22193 members 
Mstep: Class 14 contains 25011 members 
Mstep: Class 15 contains 138175 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15215 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3634 members 
Mstep: Class 20 contains 14603 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 6538 members 
Mstep: Class 24 contains 8709 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84071 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617904.000000 Penalty: 94130.875000
Iteration 218Q: 28 clusters Score -1.546179e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 305262 members 
Mstep: Class 2 contains 57931 members 
Mstep: Class 3 contains 19176 members 
Mstep: Class 4 contains 279881 members 
Mstep: Class 5 contains 9750 members 
Mstep: Class 6 contains 22466 members 
Mstep: Class 7 contains 8615 members 
Mstep: Class 8 contains 109614 members 
Mstep: Class 9 contains 32015 members 
Mstep: Class 10 contains 76590 members 
Mstep: Class 11 contains 22114 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22195 members 
Mstep: Class 14 contains 25012 members 
Mstep: Class 15 contains 138257 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15205 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3630 members 
Mstep: Class 20 contains 14597 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 6539 members 
Mstep: Class 24 contains 8709 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84034 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618160.000000 Penalty: 94130.875000
Iteration 219Q: 28 clusters Score -1.546182e+08 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 305162 members 
Mstep: Class 2 contains 57900 members 
Mstep: Class 3 contains 19169 members 
Mstep: Class 4 contains 280051 members 
Mstep: Class 5 contains 9754 members 
Mstep: Class 6 contains 22464 members 
Mstep: Class 7 contains 8615 members 
Mstep: Class 8 contains 109548 members 
Mstep: Class 9 contains 32019 members 
Mstep: Class 10 contains 76594 members 
Mstep: Class 11 contains 22102 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 22194 members 
Mstep: Class 14 contains 25013 members 
Mstep: Class 15 contains 138351 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15193 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3630 members 
Mstep: Class 20 contains 14596 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 6540 members 
Mstep: Class 24 contains 8709 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83989 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617696.000000 Penalty: 94130.875000
Iteration 220F: 28 clusters Score -1.546177e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 304990 members 
Mstep: Class 2 contains 57858 members 
Mstep: Class 3 contains 19164 members 
Mstep: Class 4 contains 280271 members 
Mstep: Class 5 contains 9759 members 
Mstep: Class 6 contains 22462 members 
Mstep: Class 7 contains 8617 members 
Mstep: Class 8 contains 109498 members 
Mstep: Class 9 contains 32016 members 
Mstep: Class 10 contains 76611 members 
Mstep: Class 11 contains 22097 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22196 members 
Mstep: Class 14 contains 25016 members 
Mstep: Class 15 contains 138459 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15173 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3631 members 
Mstep: Class 20 contains 14587 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 6543 members 
Mstep: Class 24 contains 8709 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83935 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617856.000000 Penalty: 94130.875000
Iteration 221Q: 28 clusters Score -1.546179e+08 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 304778 members 
Mstep: Class 2 contains 57838 members 
Mstep: Class 3 contains 19158 members 
Mstep: Class 4 contains 280474 members 
Mstep: Class 5 contains 9760 members 
Mstep: Class 6 contains 22464 members 
Mstep: Class 7 contains 8617 members 
Mstep: Class 8 contains 109467 members 
Mstep: Class 9 contains 32012 members 
Mstep: Class 10 contains 76636 members 
Mstep: Class 11 contains 22081 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 22199 members 
Mstep: Class 14 contains 25016 members 
Mstep: Class 15 contains 138568 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15149 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3630 members 
Mstep: Class 20 contains 14584 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3909 members 
Mstep: Class 23 contains 6547 members 
Mstep: Class 24 contains 8709 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83901 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617632.000000 Penalty: 94130.875000
Iteration 222Q: 28 clusters Score -1.546176e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 304647 members 
Mstep: Class 2 contains 57818 members 
Mstep: Class 3 contains 19151 members 
Mstep: Class 4 contains 280699 members 
Mstep: Class 5 contains 9763 members 
Mstep: Class 6 contains 22464 members 
Mstep: Class 7 contains 8617 members 
Mstep: Class 8 contains 109432 members 
Mstep: Class 9 contains 32017 members 
Mstep: Class 10 contains 76629 members 
Mstep: Class 11 contains 22070 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 22199 members 
Mstep: Class 14 contains 25017 members 
Mstep: Class 15 contains 138621 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15134 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3627 members 
Mstep: Class 20 contains 14575 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3909 members 
Mstep: Class 23 contains 6543 members 
Mstep: Class 24 contains 8708 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83858 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617712.000000 Penalty: 94130.875000
Iteration 223Q: 28 clusters Score -1.546177e+08 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 304542 members 
Mstep: Class 2 contains 57782 members 
Mstep: Class 3 contains 19139 members 
Mstep: Class 4 contains 280919 members 
Mstep: Class 5 contains 9761 members 
Mstep: Class 6 contains 22467 members 
Mstep: Class 7 contains 8617 members 
Mstep: Class 8 contains 109396 members 
Mstep: Class 9 contains 32010 members 
Mstep: Class 10 contains 76615 members 
Mstep: Class 11 contains 22049 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 22201 members 
Mstep: Class 14 contains 25015 members 
Mstep: Class 15 contains 138700 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15119 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14574 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3909 members 
Mstep: Class 23 contains 6542 members 
Mstep: Class 24 contains 8707 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83808 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617712.000000 Penalty: 94130.875000
Iteration 224Q: 28 clusters Score -1.546177e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 304421 members 
Mstep: Class 2 contains 57756 members 
Mstep: Class 3 contains 19122 members 
Mstep: Class 4 contains 281147 members 
Mstep: Class 5 contains 9766 members 
Mstep: Class 6 contains 22467 members 
Mstep: Class 7 contains 8617 members 
Mstep: Class 8 contains 109365 members 
Mstep: Class 9 contains 32003 members 
Mstep: Class 10 contains 76623 members 
Mstep: Class 11 contains 22032 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 22204 members 
Mstep: Class 14 contains 25018 members 
Mstep: Class 15 contains 138767 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15095 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 14564 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3908 members 
Mstep: Class 23 contains 6538 members 
Mstep: Class 24 contains 8707 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83751 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154617984.000000 Penalty: 94130.875000
Iteration 225Q: 28 clusters Score -1.54618e+08 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 304287 members 
Mstep: Class 2 contains 57730 members 
Mstep: Class 3 contains 19109 members 
Mstep: Class 4 contains 281425 members 
Mstep: Class 5 contains 9773 members 
Mstep: Class 6 contains 22461 members 
Mstep: Class 7 contains 8619 members 
Mstep: Class 8 contains 109314 members 
Mstep: Class 9 contains 31997 members 
Mstep: Class 10 contains 76622 members 
Mstep: Class 11 contains 22014 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 22204 members 
Mstep: Class 14 contains 25022 members 
Mstep: Class 15 contains 138831 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15075 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 14556 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3909 members 
Mstep: Class 23 contains 6538 members 
Mstep: Class 24 contains 8706 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83681 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618160.000000 Penalty: 94130.875000
Iteration 226Q: 28 clusters Score -1.546182e+08 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 304169 members 
Mstep: Class 2 contains 57711 members 
Mstep: Class 3 contains 19092 members 
Mstep: Class 4 contains 281670 members 
Mstep: Class 5 contains 9782 members 
Mstep: Class 6 contains 22463 members 
Mstep: Class 7 contains 8618 members 
Mstep: Class 8 contains 109262 members 
Mstep: Class 9 contains 31991 members 
Mstep: Class 10 contains 76620 members 
Mstep: Class 11 contains 22006 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 22203 members 
Mstep: Class 14 contains 25022 members 
Mstep: Class 15 contains 138898 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 15045 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 14549 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3909 members 
Mstep: Class 23 contains 6540 members 
Mstep: Class 24 contains 8706 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83615 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618352.000000 Penalty: 94130.875000
Iteration 227Q: 28 clusters Score -1.546184e+08 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 304031 members 
Mstep: Class 2 contains 57688 members 
Mstep: Class 3 contains 19083 members 
Mstep: Class 4 contains 281844 members 
Mstep: Class 5 contains 9791 members 
Mstep: Class 6 contains 22457 members 
Mstep: Class 7 contains 8617 members 
Mstep: Class 8 contains 109209 members 
Mstep: Class 9 contains 31994 members 
Mstep: Class 10 contains 76617 members 
Mstep: Class 11 contains 21995 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 22205 members 
Mstep: Class 14 contains 25024 members 
Mstep: Class 15 contains 139019 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 15020 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 14541 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3908 members 
Mstep: Class 23 contains 6541 members 
Mstep: Class 24 contains 8706 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83580 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618368.000000 Penalty: 94130.875000
Iteration 228Q: 28 clusters Score -1.546184e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 303875 members 
Mstep: Class 2 contains 57663 members 
Mstep: Class 3 contains 19058 members 
Mstep: Class 4 contains 282042 members 
Mstep: Class 5 contains 9797 members 
Mstep: Class 6 contains 22441 members 
Mstep: Class 7 contains 8617 members 
Mstep: Class 8 contains 109169 members 
Mstep: Class 9 contains 31991 members 
Mstep: Class 10 contains 76608 members 
Mstep: Class 11 contains 21985 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 22207 members 
Mstep: Class 14 contains 25026 members 
Mstep: Class 15 contains 139136 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 15009 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 14536 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3908 members 
Mstep: Class 23 contains 6540 members 
Mstep: Class 24 contains 8707 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83555 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618688.000000 Penalty: 94130.875000
Iteration 229Q: 28 clusters Score -1.546187e+08 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 303742 members 
Mstep: Class 2 contains 57624 members 
Mstep: Class 3 contains 19037 members 
Mstep: Class 4 contains 282245 members 
Mstep: Class 5 contains 9803 members 
Mstep: Class 6 contains 22434 members 
Mstep: Class 7 contains 8617 members 
Mstep: Class 8 contains 109137 members 
Mstep: Class 9 contains 31983 members 
Mstep: Class 10 contains 76605 members 
Mstep: Class 11 contains 21960 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 22206 members 
Mstep: Class 14 contains 25033 members 
Mstep: Class 15 contains 139260 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 14978 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 14536 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3908 members 
Mstep: Class 23 contains 6542 members 
Mstep: Class 24 contains 8706 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83516 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618832.000000 Penalty: 94130.875000
Iteration 230Q: 28 clusters Score -1.546188e+08 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 303463 members 
Mstep: Class 2 contains 57580 members 
Mstep: Class 3 contains 19024 members 
Mstep: Class 4 contains 282574 members 
Mstep: Class 5 contains 9803 members 
Mstep: Class 6 contains 22432 members 
Mstep: Class 7 contains 8617 members 
Mstep: Class 8 contains 109106 members 
Mstep: Class 9 contains 31975 members 
Mstep: Class 10 contains 76597 members 
Mstep: Class 11 contains 21970 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 22209 members 
Mstep: Class 14 contains 25037 members 
Mstep: Class 15 contains 139369 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 14948 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14534 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3908 members 
Mstep: Class 23 contains 6543 members 
Mstep: Class 24 contains 8703 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83481 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619072.000000 Penalty: 94130.875000
Iteration 231Q: 28 clusters Score -1.546191e+08 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 303172 members 
Mstep: Class 2 contains 57533 members 
Mstep: Class 3 contains 19008 members 
Mstep: Class 4 contains 282943 members 
Mstep: Class 5 contains 9808 members 
Mstep: Class 6 contains 22430 members 
Mstep: Class 7 contains 8618 members 
Mstep: Class 8 contains 109060 members 
Mstep: Class 9 contains 31971 members 
Mstep: Class 10 contains 76583 members 
Mstep: Class 11 contains 21966 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 22211 members 
Mstep: Class 14 contains 25037 members 
Mstep: Class 15 contains 139491 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 14917 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14540 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3908 members 
Mstep: Class 23 contains 6543 members 
Mstep: Class 24 contains 8700 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83434 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618848.000000 Penalty: 94130.875000
Iteration 232Q: 28 clusters Score -1.546188e+08 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 302897 members 
Mstep: Class 2 contains 57513 members 
Mstep: Class 3 contains 19007 members 
Mstep: Class 4 contains 283330 members 
Mstep: Class 5 contains 9812 members 
Mstep: Class 6 contains 22416 members 
Mstep: Class 7 contains 8619 members 
Mstep: Class 8 contains 109003 members 
Mstep: Class 9 contains 31968 members 
Mstep: Class 10 contains 76574 members 
Mstep: Class 11 contains 21954 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 22213 members 
Mstep: Class 14 contains 25035 members 
Mstep: Class 15 contains 139633 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 14867 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 14541 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3908 members 
Mstep: Class 23 contains 6543 members 
Mstep: Class 24 contains 8695 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83346 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154618864.000000 Penalty: 94130.875000
Iteration 233Q: 28 clusters Score -1.546189e+08 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 302684 members 
Mstep: Class 2 contains 57485 members 
Mstep: Class 3 contains 19011 members 
Mstep: Class 4 contains 283687 members 
Mstep: Class 5 contains 9815 members 
Mstep: Class 6 contains 22415 members 
Mstep: Class 7 contains 8617 members 
Mstep: Class 8 contains 108919 members 
Mstep: Class 9 contains 31965 members 
Mstep: Class 10 contains 76581 members 
Mstep: Class 11 contains 21926 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 22216 members 
Mstep: Class 14 contains 25036 members 
Mstep: Class 15 contains 139744 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14824 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3619 members 
Mstep: Class 20 contains 14546 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 6541 members 
Mstep: Class 24 contains 8692 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83262 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619024.000000 Penalty: 94130.875000
Iteration 234Q: 28 clusters Score -1.54619e+08 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 302473 members 
Mstep: Class 2 contains 57455 members 
Mstep: Class 3 contains 19002 members 
Mstep: Class 4 contains 284032 members 
Mstep: Class 5 contains 9821 members 
Mstep: Class 6 contains 22408 members 
Mstep: Class 7 contains 8618 members 
Mstep: Class 8 contains 108814 members 
Mstep: Class 9 contains 31965 members 
Mstep: Class 10 contains 76587 members 
Mstep: Class 11 contains 21916 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 22215 members 
Mstep: Class 14 contains 25039 members 
Mstep: Class 15 contains 139857 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14803 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3616 members 
Mstep: Class 20 contains 14543 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 6537 members 
Mstep: Class 24 contains 8691 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83192 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619328.000000 Penalty: 94130.875000
Iteration 235Q: 28 clusters Score -1.546193e+08 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 302269 members 
Mstep: Class 2 contains 57441 members 
Mstep: Class 3 contains 18995 members 
Mstep: Class 4 contains 284358 members 
Mstep: Class 5 contains 9827 members 
Mstep: Class 6 contains 22396 members 
Mstep: Class 7 contains 8618 members 
Mstep: Class 8 contains 108739 members 
Mstep: Class 9 contains 31960 members 
Mstep: Class 10 contains 76596 members 
Mstep: Class 11 contains 21897 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 22215 members 
Mstep: Class 14 contains 25042 members 
Mstep: Class 15 contains 139952 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14784 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3613 members 
Mstep: Class 20 contains 14542 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3909 members 
Mstep: Class 23 contains 6537 members 
Mstep: Class 24 contains 8689 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83113 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619200.000000 Penalty: 94130.875000
Iteration 236Q: 28 clusters Score -1.546192e+08 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 302088 members 
Mstep: Class 2 contains 57411 members 
Mstep: Class 3 contains 18982 members 
Mstep: Class 4 contains 284645 members 
Mstep: Class 5 contains 9822 members 
Mstep: Class 6 contains 22392 members 
Mstep: Class 7 contains 8618 members 
Mstep: Class 8 contains 108692 members 
Mstep: Class 9 contains 31960 members 
Mstep: Class 10 contains 76620 members 
Mstep: Class 11 contains 21891 members 
Mstep: Class 12 contains 4197 members 
Mstep: Class 13 contains 22214 members 
Mstep: Class 14 contains 25041 members 
Mstep: Class 15 contains 140010 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14769 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3616 members 
Mstep: Class 20 contains 14535 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3909 members 
Mstep: Class 23 contains 6531 members 
Mstep: Class 24 contains 8689 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83054 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619456.000000 Penalty: 94130.875000
Iteration 237Q: 28 clusters Score -1.546195e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 301878 members 
Mstep: Class 2 contains 57367 members 
Mstep: Class 3 contains 18972 members 
Mstep: Class 4 contains 284995 members 
Mstep: Class 5 contains 9824 members 
Mstep: Class 6 contains 22394 members 
Mstep: Class 7 contains 8620 members 
Mstep: Class 8 contains 108653 members 
Mstep: Class 9 contains 31947 members 
Mstep: Class 10 contains 76642 members 
Mstep: Class 11 contains 21878 members 
Mstep: Class 12 contains 4197 members 
Mstep: Class 13 contains 22215 members 
Mstep: Class 14 contains 25038 members 
Mstep: Class 15 contains 140059 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14751 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3614 members 
Mstep: Class 20 contains 14534 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3909 members 
Mstep: Class 23 contains 6526 members 
Mstep: Class 24 contains 8689 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82984 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619568.000000 Penalty: 94130.875000
Iteration 238Q: 28 clusters Score -1.546196e+08 nChanged 2219
Entering ConstructFrom: 
Score: -154619568.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (301659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301659 members 
Entering Unmasked Estep 
Score: -37409940.000000 Penalty: 3129.028809
	Iteration 0F: 2 clusters Score -3.740994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150943 members 
Mstep: Class 2 contains 150716 members 
Entering Unmasked Estep 
Score: -37220532.000000 Penalty: 6258.057617
	Iteration 0F: 3 clusters Score -3.722053e+07 nChanged 146139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151666 members 
Mstep: Class 2 contains 149993 members 
Entering Unmasked Estep 
Score: -37307172.000000 Penalty: 6258.057617
	Iteration 1F: 3 clusters Score -3.730717e+07 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152136 members 
Mstep: Class 2 contains 149523 members 
Entering Unmasked Estep 
Score: -37308820.000000 Penalty: 6258.057617
	Iteration 2Q: 3 clusters Score -3.730882e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152710 members 
Mstep: Class 2 contains 148949 members 
Entering Unmasked Estep 
Score: -37311648.000000 Penalty: 6258.057617
	Iteration 3Q: 3 clusters Score -3.731165e+07 nChanged 10349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153211 members 
Mstep: Class 2 contains 148448 members 
Entering Unmasked Estep 
Score: -37315812.000000 Penalty: 6258.057617
	Iteration 4Q: 3 clusters Score -3.731581e+07 nChanged 12833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153312 members 
Mstep: Class 2 contains 148347 members 
Entering Unmasked Estep 
Score: -37321684.000000 Penalty: 6258.057617
	Iteration 5Q: 3 clusters Score -3.732168e+07 nChanged 15689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152767 members 
Mstep: Class 2 contains 148892 members 
Entering Unmasked Estep 
Score: -37330516.000000 Penalty: 6258.057617
	Iteration 6F: 3 clusters Score -3.733052e+07 nChanged 18462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150953 members 
Mstep: Class 2 contains 150706 members 
Entering Unmasked Estep 
Score: -37341832.000000 Penalty: 6258.057617
	Iteration 7F: 3 clusters Score -3.734183e+07 nChanged 20595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147304 members 
Mstep: Class 2 contains 154355 members 
Entering Unmasked Estep 
Score: -37355724.000000 Penalty: 6258.057617
	Iteration 8F: 3 clusters Score -3.735572e+07 nChanged 21133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142481 members 
Mstep: Class 2 contains 159178 members 
Entering Unmasked Estep 
Score: -37371296.000000 Penalty: 6258.057617
	Iteration 9F: 3 clusters Score -3.73713e+07 nChanged 19068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137491 members 
Mstep: Class 2 contains 164168 members 
Entering Unmasked Estep 
Score: -37385236.000000 Penalty: 6258.057617
	Iteration 10F: 3 clusters Score -3.738524e+07 nChanged 14204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133363 members 
Mstep: Class 2 contains 168296 members 
Entering Unmasked Estep 
Score: -37393240.000000 Penalty: 6258.057617
	Iteration 11Q: 3 clusters Score -3.739324e+07 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130448 members 
Mstep: Class 2 contains 171211 members 
Entering Unmasked Estep 
Score: -37396424.000000 Penalty: 6258.057617
	Iteration 12Q: 3 clusters Score -3.739642e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128446 members 
Mstep: Class 2 contains 173213 members 
Entering Unmasked Estep 
Score: -37398268.000000 Penalty: 6258.057617
	Iteration 13Q: 3 clusters Score -3.739827e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127009 members 
Mstep: Class 2 contains 174650 members 
Entering Unmasked Estep 
Score: -37399728.000000 Penalty: 6258.057617
	Iteration 14Q: 3 clusters Score -3.739973e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125873 members 
Mstep: Class 2 contains 175786 members 
Entering Unmasked Estep 
Score: -37400816.000000 Penalty: 6258.057617
	Iteration 15Q: 3 clusters Score -3.740082e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125160 members 
Mstep: Class 2 contains 176499 members 
Entering Unmasked Estep 
Score: -37401536.000000 Penalty: 6258.057617
	Iteration 16Q: 3 clusters Score -3.740154e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124666 members 
Mstep: Class 2 contains 176993 members 
Entering Unmasked Estep 
Score: -37402020.000000 Penalty: 6258.057617
	Iteration 17Q: 3 clusters Score -3.740202e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124389 members 
Mstep: Class 2 contains 177270 members 
Entering Unmasked Estep 
Score: -37402248.000000 Penalty: 6258.057617
	Iteration 18Q: 3 clusters Score -3.740225e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124190 members 
Mstep: Class 2 contains 177469 members 
Entering Unmasked Estep 
Score: -37402352.000000 Penalty: 6258.057617
	Iteration 19Q: 3 clusters Score -3.740235e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124146 members 
Mstep: Class 2 contains 177513 members 
Entering Unmasked Estep 
Score: -37402680.000000 Penalty: 6258.057617
	Iteration 20F: 3 clusters Score -3.740268e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124154 members 
Mstep: Class 2 contains 177505 members 
Entering Unmasked Estep 
Score: -37402800.000000 Penalty: 6258.057617
	Iteration 21Q: 3 clusters Score -3.74028e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124159 members 
Mstep: Class 2 contains 177500 members 
Entering Unmasked Estep 
Score: -37402808.000000 Penalty: 6258.057617
	Iteration 22Q: 3 clusters Score -3.740281e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124209 members 
Mstep: Class 2 contains 177450 members 
Entering Unmasked Estep 
Score: -37402836.000000 Penalty: 6258.057617
	Iteration 23Q: 3 clusters Score -3.740284e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124296 members 
Mstep: Class 2 contains 177363 members 
Entering Unmasked Estep 
Score: -37402908.000000 Penalty: 6258.057617
	Iteration 24Q: 3 clusters Score -3.740291e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124418 members 
Mstep: Class 2 contains 177241 members 
Entering Unmasked Estep 
Score: -37402976.000000 Penalty: 6258.057617
	Iteration 25Q: 3 clusters Score -3.740298e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124505 members 
Mstep: Class 2 contains 177154 members 
Entering Unmasked Estep 
Score: -37402948.000000 Penalty: 6258.057617
	Iteration 26Q: 3 clusters Score -3.740295e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124607 members 
Mstep: Class 2 contains 177052 members 
Entering Unmasked Estep 
Score: -37402996.000000 Penalty: 6258.057617
	Iteration 27Q: 3 clusters Score -3.7403e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124710 members 
Mstep: Class 2 contains 176949 members 
Entering Unmasked Estep 
Score: -37402988.000000 Penalty: 6258.057617
	Iteration 28Q: 3 clusters Score -3.740299e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124796 members 
Mstep: Class 2 contains 176863 members 
Entering Unmasked Estep 
Score: -37403040.000000 Penalty: 6258.057617
	Iteration 29Q: 3 clusters Score -3.740304e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124877 members 
Mstep: Class 2 contains 176782 members 
Entering Unmasked Estep 
Score: -37403024.000000 Penalty: 6258.057617
	Iteration 30Q: 3 clusters Score -3.740302e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124941 members 
Mstep: Class 2 contains 176718 members 
Entering Unmasked Estep 
Score: -37403064.000000 Penalty: 6258.057617
	Iteration 31Q: 3 clusters Score -3.740306e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125010 members 
Mstep: Class 2 contains 176649 members 
Entering Unmasked Estep 
Score: -37403036.000000 Penalty: 6258.057617
	Iteration 32Q: 3 clusters Score -3.740304e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125058 members 
Mstep: Class 2 contains 176601 members 
Entering Unmasked Estep 
Score: -37403024.000000 Penalty: 6258.057617
	Iteration 33Q: 3 clusters Score -3.740302e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125110 members 
Mstep: Class 2 contains 176549 members 
Entering Unmasked Estep 
Score: -37403008.000000 Penalty: 6258.057617
	Iteration 34Q: 3 clusters Score -3.740301e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125174 members 
Mstep: Class 2 contains 176485 members 
Entering Unmasked Estep 
Score: -37403004.000000 Penalty: 6258.057617
	Iteration 35Q: 3 clusters Score -3.7403e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125231 members 
Mstep: Class 2 contains 176428 members 
Entering Unmasked Estep 
Score: -37402996.000000 Penalty: 6258.057617
	Iteration 36Q: 3 clusters Score -3.7403e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125292 members 
Mstep: Class 2 contains 176367 members 
Entering Unmasked Estep 
Score: -37402944.000000 Penalty: 6258.057617
	Iteration 37Q: 3 clusters Score -3.740294e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125357 members 
Mstep: Class 2 contains 176302 members 
Entering Unmasked Estep 
Score: -37402952.000000 Penalty: 6258.057617
	Iteration 38Q: 3 clusters Score -3.740295e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125413 members 
Mstep: Class 2 contains 176246 members 
Entering Unmasked Estep 
Score: -37402956.000000 Penalty: 6258.057617
	Iteration 39Q: 3 clusters Score -3.740296e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125454 members 
Mstep: Class 2 contains 176205 members 
Entering Unmasked Estep 
Score: -37402964.000000 Penalty: 6258.057617
	Iteration 40F: 3 clusters Score -3.740296e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125503 members 
Mstep: Class 2 contains 176156 members 
Entering Unmasked Estep 
Score: -37402940.000000 Penalty: 6258.057617
	Iteration 41Q: 3 clusters Score -3.740294e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125542 members 
Mstep: Class 2 contains 176117 members 
Entering Unmasked Estep 
Score: -37402916.000000 Penalty: 6258.057617
	Iteration 42Q: 3 clusters Score -3.740292e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125578 members 
Mstep: Class 2 contains 176081 members 
Entering Unmasked Estep 
Score: -37402920.000000 Penalty: 6258.057617
	Iteration 43Q: 3 clusters Score -3.740292e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125616 members 
Mstep: Class 2 contains 176043 members 
Entering Unmasked Estep 
Score: -37402920.000000 Penalty: 6258.057617
	Iteration 44Q: 3 clusters Score -3.740292e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125650 members 
Mstep: Class 2 contains 176009 members 
Entering Unmasked Estep 
Score: -37402932.000000 Penalty: 6258.057617
	Iteration 45Q: 3 clusters Score -3.740293e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125687 members 
Mstep: Class 2 contains 175972 members 
Entering Unmasked Estep 
Score: -37402936.000000 Penalty: 6258.057617
	Iteration 46Q: 3 clusters Score -3.740294e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125735 members 
Mstep: Class 2 contains 175924 members 
Entering Unmasked Estep 
Score: -37402952.000000 Penalty: 6258.057617
	Iteration 47Q: 3 clusters Score -3.740295e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125789 members 
Mstep: Class 2 contains 175870 members 
Entering Unmasked Estep 
Score: -37402920.000000 Penalty: 6258.057617
	Iteration 48Q: 3 clusters Score -3.740292e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125849 members 
Mstep: Class 2 contains 175810 members 
Entering Unmasked Estep 
Score: -37402876.000000 Penalty: 6258.057617
	Iteration 49Q: 3 clusters Score -3.740288e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125917 members 
Mstep: Class 2 contains 175742 members 
Entering Unmasked Estep 
Score: -37402908.000000 Penalty: 6258.057617
	Iteration 50Q: 3 clusters Score -3.740291e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125987 members 
Mstep: Class 2 contains 175672 members 
Entering Unmasked Estep 
Score: -37402848.000000 Penalty: 6258.057617
	Iteration 51Q: 3 clusters Score -3.740285e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126061 members 
Mstep: Class 2 contains 175598 members 
Entering Unmasked Estep 
Score: -37402884.000000 Penalty: 6258.057617
	Iteration 52Q: 3 clusters Score -3.740288e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126133 members 
Mstep: Class 2 contains 175526 members 
Entering Unmasked Estep 
Score: -37402868.000000 Penalty: 6258.057617
	Iteration 53Q: 3 clusters Score -3.740287e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126177 members 
Mstep: Class 2 contains 175482 members 
Entering Unmasked Estep 
Score: -37402864.000000 Penalty: 6258.057617
	Iteration 54Q: 3 clusters Score -3.740286e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126213 members 
Mstep: Class 2 contains 175446 members 
Entering Unmasked Estep 
Score: -37402856.000000 Penalty: 6258.057617
	Iteration 55Q: 3 clusters Score -3.740286e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126250 members 
Mstep: Class 2 contains 175409 members 
Entering Unmasked Estep 
Score: -37402856.000000 Penalty: 6258.057617
	Iteration 56Q: 3 clusters Score -3.740286e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126286 members 
Mstep: Class 2 contains 175373 members 
Entering Unmasked Estep 
Score: -37402824.000000 Penalty: 6258.057617
	Iteration 57Q: 3 clusters Score -3.740282e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126314 members 
Mstep: Class 2 contains 175345 members 
Entering Unmasked Estep 
Score: -37402848.000000 Penalty: 6258.057617
	Iteration 58Q: 3 clusters Score -3.740285e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126331 members 
Mstep: Class 2 contains 175328 members 
Entering Unmasked Estep 
Score: -37402820.000000 Penalty: 6258.057617
	Iteration 59Q: 3 clusters Score -3.740282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126348 members 
Mstep: Class 2 contains 175311 members 
Entering Unmasked Estep 
Score: -37402804.000000 Penalty: 6258.057617
	Iteration 60F: 3 clusters Score -3.74028e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126363 members 
Mstep: Class 2 contains 175296 members 
Entering Unmasked Estep 
Score: -37402768.000000 Penalty: 6258.057617
	Iteration 61Q: 3 clusters Score -3.740277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126374 members 
Mstep: Class 2 contains 175285 members 
Entering Unmasked Estep 
Score: -37402784.000000 Penalty: 6258.057617
	Iteration 62Q: 3 clusters Score -3.740278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126390 members 
Mstep: Class 2 contains 175269 members 
Entering Unmasked Estep 
Score: -37402796.000000 Penalty: 6258.057617
	Iteration 63Q: 3 clusters Score -3.74028e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126412 members 
Mstep: Class 2 contains 175247 members 
Entering Unmasked Estep 
Score: -37402768.000000 Penalty: 6258.057617
	Iteration 64Q: 3 clusters Score -3.740277e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126426 members 
Mstep: Class 2 contains 175233 members 
Entering Unmasked Estep 
Score: -37402772.000000 Penalty: 6258.057617
	Iteration 65Q: 3 clusters Score -3.740277e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126444 members 
Mstep: Class 2 contains 175215 members 
Entering Unmasked Estep 
Score: -37402772.000000 Penalty: 6258.057617
	Iteration 66Q: 3 clusters Score -3.740277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126458 members 
Mstep: Class 2 contains 175201 members 
Entering Unmasked Estep 
Score: -37402752.000000 Penalty: 6258.057617
	Iteration 67Q: 3 clusters Score -3.740275e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126473 members 
Mstep: Class 2 contains 175186 members 
Entering Unmasked Estep 
Score: -37402748.000000 Penalty: 6258.057617
	Iteration 68Q: 3 clusters Score -3.740275e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126491 members 
Mstep: Class 2 contains 175168 members 
Entering Unmasked Estep 
Score: -37402764.000000 Penalty: 6258.057617
	Iteration 69Q: 3 clusters Score -3.740276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126509 members 
Mstep: Class 2 contains 175150 members 
Entering Unmasked Estep 
Score: -37402752.000000 Penalty: 6258.057617
	Iteration 70Q: 3 clusters Score -3.740275e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126528 members 
Mstep: Class 2 contains 175131 members 
Entering Unmasked Estep 
Score: -37402780.000000 Penalty: 6258.057617
	Iteration 71Q: 3 clusters Score -3.740278e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126546 members 
Mstep: Class 2 contains 175113 members 
Entering Unmasked Estep 
Score: -37402756.000000 Penalty: 6258.057617
	Iteration 72Q: 3 clusters Score -3.740276e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126571 members 
Mstep: Class 2 contains 175088 members 
Entering Unmasked Estep 
Score: -37402748.000000 Penalty: 6258.057617
	Iteration 73Q: 3 clusters Score -3.740275e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126595 members 
Mstep: Class 2 contains 175064 members 
Entering Unmasked Estep 
Score: -37402740.000000 Penalty: 6258.057617
	Iteration 74Q: 3 clusters Score -3.740274e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126617 members 
Mstep: Class 2 contains 175042 members 
Entering Unmasked Estep 
Score: -37402724.000000 Penalty: 6258.057617
	Iteration 75Q: 3 clusters Score -3.740272e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126639 members 
Mstep: Class 2 contains 175020 members 
Entering Unmasked Estep 
Score: -37402736.000000 Penalty: 6258.057617
	Iteration 76Q: 3 clusters Score -3.740274e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126661 members 
Mstep: Class 2 contains 174998 members 
Entering Unmasked Estep 
Score: -37402740.000000 Penalty: 6258.057617
	Iteration 77Q: 3 clusters Score -3.740274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126674 members 
Mstep: Class 2 contains 174985 members 
Entering Unmasked Estep 
Score: -37402732.000000 Penalty: 6258.057617
	Iteration 78Q: 3 clusters Score -3.740273e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126692 members 
Mstep: Class 2 contains 174967 members 
Entering Unmasked Estep 
Score: -37402728.000000 Penalty: 6258.057617
	Iteration 79Q: 3 clusters Score -3.740273e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126714 members 
Mstep: Class 2 contains 174945 members 
Entering Unmasked Estep 
Score: -37402728.000000 Penalty: 6258.057617
	Iteration 80F: 3 clusters Score -3.740273e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126740 members 
Mstep: Class 2 contains 174919 members 
Entering Unmasked Estep 
Score: -37402736.000000 Penalty: 6258.057617
	Iteration 81Q: 3 clusters Score -3.740274e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126761 members 
Mstep: Class 2 contains 174898 members 
Entering Unmasked Estep 
Score: -37402744.000000 Penalty: 6258.057617
	Iteration 82Q: 3 clusters Score -3.740274e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126784 members 
Mstep: Class 2 contains 174875 members 
Entering Unmasked Estep 
Score: -37402748.000000 Penalty: 6258.057617
	Iteration 83Q: 3 clusters Score -3.740275e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126814 members 
Mstep: Class 2 contains 174845 members 
Entering Unmasked Estep 
Score: -37402744.000000 Penalty: 6258.057617
	Iteration 84Q: 3 clusters Score -3.740274e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126851 members 
Mstep: Class 2 contains 174808 members 
Entering Unmasked Estep 
Score: -37402768.000000 Penalty: 6258.057617
	Iteration 85Q: 3 clusters Score -3.740277e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126886 members 
Mstep: Class 2 contains 174773 members 
Entering Unmasked Estep 
Score: -37402788.000000 Penalty: 6258.057617
	Iteration 86Q: 3 clusters Score -3.740279e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126928 members 
Mstep: Class 2 contains 174731 members 
Entering Unmasked Estep 
Score: -37402800.000000 Penalty: 6258.057617
	Iteration 87Q: 3 clusters Score -3.74028e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126972 members 
Mstep: Class 2 contains 174687 members 
Entering Unmasked Estep 
Score: -37402740.000000 Penalty: 6258.057617
	Iteration 88Q: 3 clusters Score -3.740274e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127005 members 
Mstep: Class 2 contains 174654 members 
Entering Unmasked Estep 
Score: -37402760.000000 Penalty: 6258.057617
	Iteration 89Q: 3 clusters Score -3.740276e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127037 members 
Mstep: Class 2 contains 174622 members 
Entering Unmasked Estep 
Score: -37402744.000000 Penalty: 6258.057617
	Iteration 90Q: 3 clusters Score -3.740274e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127064 members 
Mstep: Class 2 contains 174595 members 
Entering Unmasked Estep 
Score: -37402724.000000 Penalty: 6258.057617
	Iteration 91Q: 3 clusters Score -3.740272e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127082 members 
Mstep: Class 2 contains 174577 members 
Entering Unmasked Estep 
Score: -37402720.000000 Penalty: 6258.057617
	Iteration 92Q: 3 clusters Score -3.740272e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127103 members 
Mstep: Class 2 contains 174556 members 
Entering Unmasked Estep 
Score: -37402720.000000 Penalty: 6258.057617
	Iteration 93Q: 3 clusters Score -3.740272e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127124 members 
Mstep: Class 2 contains 174535 members 
Entering Unmasked Estep 
Score: -37402696.000000 Penalty: 6258.057617
	Iteration 94Q: 3 clusters Score -3.74027e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127142 members 
Mstep: Class 2 contains 174517 members 
Entering Unmasked Estep 
Score: -37402696.000000 Penalty: 6258.057617
	Iteration 95Q: 3 clusters Score -3.74027e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127166 members 
Mstep: Class 2 contains 174493 members 
Entering Unmasked Estep 
Score: -37402716.000000 Penalty: 6258.057617
	Iteration 96Q: 3 clusters Score -3.740272e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127196 members 
Mstep: Class 2 contains 174463 members 
Entering Unmasked Estep 
Score: -37402744.000000 Penalty: 6258.057617
	Iteration 97Q: 3 clusters Score -3.740274e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127219 members 
Mstep: Class 2 contains 174440 members 
Entering Unmasked Estep 
Score: -37402740.000000 Penalty: 6258.057617
	Iteration 98Q: 3 clusters Score -3.740274e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127245 members 
Mstep: Class 2 contains 174414 members 
Entering Unmasked Estep 
Score: -37402756.000000 Penalty: 6258.057617
	Iteration 99Q: 3 clusters Score -3.740276e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127265 members 
Mstep: Class 2 contains 174394 members 
Entering Unmasked Estep 
Score: -37402732.000000 Penalty: 6258.057617
	Iteration 100F: 3 clusters Score -3.740273e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127290 members 
Mstep: Class 2 contains 174369 members 
Entering Unmasked Estep 
Score: -37402740.000000 Penalty: 6258.057617
	Iteration 101Q: 3 clusters Score -3.740274e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127299 members 
Mstep: Class 2 contains 174360 members 
Entering Unmasked Estep 
Score: -37402736.000000 Penalty: 6258.057617
	Iteration 102Q: 3 clusters Score -3.740274e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127324 members 
Mstep: Class 2 contains 174335 members 
Entering Unmasked Estep 
Score: -37402720.000000 Penalty: 6258.057617
	Iteration 103Q: 3 clusters Score -3.740272e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127353 members 
Mstep: Class 2 contains 174306 members 
Entering Unmasked Estep 
Score: -37402724.000000 Penalty: 6258.057617
	Iteration 104Q: 3 clusters Score -3.740272e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127383 members 
Mstep: Class 2 contains 174276 members 
Entering Unmasked Estep 
Score: -37402704.000000 Penalty: 6258.057617
	Iteration 105Q: 3 clusters Score -3.74027e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127412 members 
Mstep: Class 2 contains 174247 members 
Entering Unmasked Estep 
Score: -37402680.000000 Penalty: 6258.057617
	Iteration 106Q: 3 clusters Score -3.740268e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127436 members 
Mstep: Class 2 contains 174223 members 
Entering Unmasked Estep 
Score: -37402700.000000 Penalty: 6258.057617
	Iteration 107Q: 3 clusters Score -3.74027e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127457 members 
Mstep: Class 2 contains 174202 members 
Entering Unmasked Estep 
Score: -37402672.000000 Penalty: 6258.057617
	Iteration 108Q: 3 clusters Score -3.740267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127471 members 
Mstep: Class 2 contains 174188 members 
Entering Unmasked Estep 
Score: -37402660.000000 Penalty: 6258.057617
	Iteration 109Q: 3 clusters Score -3.740266e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127488 members 
Mstep: Class 2 contains 174171 members 
Entering Unmasked Estep 
Score: -37402656.000000 Penalty: 6258.057617
	Iteration 110Q: 3 clusters Score -3.740266e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127506 members 
Mstep: Class 2 contains 174153 members 
Entering Unmasked Estep 
Score: -37402648.000000 Penalty: 6258.057617
	Iteration 111Q: 3 clusters Score -3.740265e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127522 members 
Mstep: Class 2 contains 174137 members 
Entering Unmasked Estep 
Score: -37402656.000000 Penalty: 6258.057617
	Iteration 112Q: 3 clusters Score -3.740266e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127538 members 
Mstep: Class 2 contains 174121 members 
Entering Unmasked Estep 
Score: -37402640.000000 Penalty: 6258.057617
	Iteration 113Q: 3 clusters Score -3.740264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127546 members 
Mstep: Class 2 contains 174113 members 
Entering Unmasked Estep 
Score: -37402644.000000 Penalty: 6258.057617
	Iteration 114Q: 3 clusters Score -3.740264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127557 members 
Mstep: Class 2 contains 174102 members 
Entering Unmasked Estep 
Score: -37402644.000000 Penalty: 6258.057617
	Iteration 115Q: 3 clusters Score -3.740264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127566 members 
Mstep: Class 2 contains 174093 members 
Entering Unmasked Estep 
Score: -37402672.000000 Penalty: 6258.057617
	Iteration 116Q: 3 clusters Score -3.740267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127569 members 
Mstep: Class 2 contains 174090 members 
Entering Unmasked Estep 
Score: -37402664.000000 Penalty: 6258.057617
	Iteration 117Q: 3 clusters Score -3.740266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127572 members 
Mstep: Class 2 contains 174087 members 
Entering Unmasked Estep 
Score: -37402660.000000 Penalty: 6258.057617
	Iteration 118Q: 3 clusters Score -3.740266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127577 members 
Mstep: Class 2 contains 174082 members 
Entering Unmasked Estep 
Score: -37402668.000000 Penalty: 6258.057617
	Iteration 119Q: 3 clusters Score -3.740267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127579 members 
Mstep: Class 2 contains 174080 members 
Entering Unmasked Estep 
Score: -37402640.000000 Penalty: 6258.057617
	Iteration 120F: 3 clusters Score -3.740264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127584 members 
Mstep: Class 2 contains 174075 members 
Entering Unmasked Estep 
Score: -37402656.000000 Penalty: 6258.057617
	Iteration 121Q: 3 clusters Score -3.740266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127589 members 
Mstep: Class 2 contains 174070 members 
Entering Unmasked Estep 
Score: -37402640.000000 Penalty: 6258.057617
	Iteration 122Q: 3 clusters Score -3.740264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127593 members 
Mstep: Class 2 contains 174066 members 
Entering Unmasked Estep 
Score: -37402640.000000 Penalty: 6258.057617
	Iteration 123Q: 3 clusters Score -3.740264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127595 members 
Mstep: Class 2 contains 174064 members 
Entering Unmasked Estep 
Score: -37402648.000000 Penalty: 6258.057617
	Iteration 124Q: 3 clusters Score -3.740265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127599 members 
Mstep: Class 2 contains 174060 members 
Entering Unmasked Estep 
Score: -37402652.000000 Penalty: 6258.057617
	Iteration 125Q: 3 clusters Score -3.740265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127602 members 
Mstep: Class 2 contains 174057 members 
Entering Unmasked Estep 
Score: -37402648.000000 Penalty: 6258.057617
	Iteration 126Q: 3 clusters Score -3.740265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127606 members 
Mstep: Class 2 contains 174053 members 
Entering Unmasked Estep 
Score: -37402668.000000 Penalty: 6258.057617
	Iteration 127Q: 3 clusters Score -3.740267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127608 members 
Mstep: Class 2 contains 174051 members 
Entering Unmasked Estep 
Score: -37402656.000000 Penalty: 6258.057617
	Iteration 128Q: 3 clusters Score -3.740266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127615 members 
Mstep: Class 2 contains 174044 members 
Entering Unmasked Estep 
Score: -37402664.000000 Penalty: 6258.057617
	Iteration 129Q: 3 clusters Score -3.740266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127617 members 
Mstep: Class 2 contains 174042 members 
Entering Unmasked Estep 
Score: -37402636.000000 Penalty: 6258.057617
	Iteration 130Q: 3 clusters Score -3.740264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127623 members 
Mstep: Class 2 contains 174036 members 
Entering Unmasked Estep 
Score: -37402652.000000 Penalty: 6258.057617
	Iteration 131Q: 3 clusters Score -3.740265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127627 members 
Mstep: Class 2 contains 174032 members 
Entering Unmasked Estep 
Score: -37402656.000000 Penalty: 6258.057617
	Iteration 132Q: 3 clusters Score -3.740266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127631 members 
Mstep: Class 2 contains 174028 members 
Entering Unmasked Estep 
Score: -37402656.000000 Penalty: 6258.057617
	Iteration 133Q: 3 clusters Score -3.740266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127635 members 
Mstep: Class 2 contains 174024 members 
Entering Unmasked Estep 
Score: -37402676.000000 Penalty: 6258.057617
	Iteration 134Q: 3 clusters Score -3.740268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127640 members 
Mstep: Class 2 contains 174019 members 
Entering Unmasked Estep 
Score: -37402684.000000 Penalty: 6258.057617
	Iteration 135Q: 3 clusters Score -3.740268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127644 members 
Mstep: Class 2 contains 174015 members 
Entering Unmasked Estep 
Score: -37402652.000000 Penalty: 6258.057617
	Iteration 136Q: 3 clusters Score -3.740265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127647 members 
Mstep: Class 2 contains 174012 members 
Entering Unmasked Estep 
Score: -37402664.000000 Penalty: 6258.057617
	Iteration 137Q: 3 clusters Score -3.740266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127652 members 
Mstep: Class 2 contains 174007 members 
Entering Unmasked Estep 
Score: -37402660.000000 Penalty: 6258.057617
	Iteration 138Q: 3 clusters Score -3.740266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127658 members 
Mstep: Class 2 contains 174001 members 
Entering Unmasked Estep 
Score: -37402656.000000 Penalty: 6258.057617
	Iteration 139Q: 3 clusters Score -3.740266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127660 members 
Mstep: Class 2 contains 173999 members 
Entering Unmasked Estep 
Score: -37402664.000000 Penalty: 6258.057617
	Iteration 140F: 3 clusters Score -3.740266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127662 members 
Mstep: Class 2 contains 173997 members 
Entering Unmasked Estep 
Score: -37402672.000000 Penalty: 6258.057617
	Iteration 141Q: 3 clusters Score -3.740267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127662 members 
Mstep: Class 2 contains 173997 members 
Entering Unmasked Estep 
Score: -37402672.000000 Penalty: 6258.057617
	Iteration 142F: 3 clusters Score -3.740267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (57324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57324 members 
Entering Unmasked Estep 
Score: -7203573.000000 Penalty: 2717.205566
	Iteration 0F: 2 clusters Score -7203573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -7164982.000000 Penalty: 5434.411133
	Iteration 0F: 3 clusters Score -7164982 nChanged 26499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -7179647.500000 Penalty: 5434.411133
	Iteration 1F: 3 clusters Score -7179648 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -7180224.000000 Penalty: 5434.411133
	Iteration 2Q: 3 clusters Score -7180224 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -7180782.500000 Penalty: 5434.411133
	Iteration 3Q: 3 clusters Score -7180782 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -7181566.000000 Penalty: 5434.411133
	Iteration 4Q: 3 clusters Score -7181566 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -7182424.500000 Penalty: 5434.411133
	Iteration 5Q: 3 clusters Score -7182424 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -7183649.500000 Penalty: 5434.411133
	Iteration 6Q: 3 clusters Score -7183650 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -7185456.000000 Penalty: 5434.411133
	Iteration 7F: 3 clusters Score -7185456 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -7187780.500000 Penalty: 5434.411133
	Iteration 8F: 3 clusters Score -7187780 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -7191035.500000 Penalty: 5434.411133
	Iteration 9F: 3 clusters Score -7191036 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -7194523.500000 Penalty: 5434.411133
	Iteration 10F: 3 clusters Score -7194524 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53036 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -7197403.000000 Penalty: 5434.411133
	Iteration 11F: 3 clusters Score -7197403 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -7199345.000000 Penalty: 5434.411133
	Iteration 12Q: 3 clusters Score -7199345 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7200314.500000 Penalty: 5434.411133
	Iteration 13Q: 3 clusters Score -7200314 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56710 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7200749.000000 Penalty: 5434.411133
	Iteration 14Q: 3 clusters Score -7200749 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7200944.000000 Penalty: 5434.411133
	Iteration 15Q: 3 clusters Score -7200944 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56956 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7201027.000000 Penalty: 5434.411133
	Iteration 16Q: 3 clusters Score -7201027 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56988 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7201087.000000 Penalty: 5434.411133
	Iteration 17Q: 3 clusters Score -7201087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57009 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7201122.000000 Penalty: 5434.411133
	Iteration 18Q: 3 clusters Score -7201122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57022 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7201142.500000 Penalty: 5434.411133
	Iteration 19Q: 3 clusters Score -7201142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57030 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7201155.500000 Penalty: 5434.411133
	Iteration 20F: 3 clusters Score -7201156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57035 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7201160.500000 Penalty: 5434.411133
	Iteration 21Q: 3 clusters Score -7201160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57037 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7201163.000000 Penalty: 5434.411133
	Iteration 22Q: 3 clusters Score -7201163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57037 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7201163.000000 Penalty: 5434.411133
	Iteration 23F: 3 clusters Score -7201163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Entering Unmasked Estep 
Score: -2374028.000000 Penalty: 2442.743164
	Iteration 0F: 2 clusters Score -2374028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2360670.500000 Penalty: 4885.486328
	Iteration 0F: 3 clusters Score -2360670 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2365124.500000 Penalty: 4885.486328
	Iteration 1F: 3 clusters Score -2365124 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2365499.000000 Penalty: 4885.486328
	Iteration 2F: 3 clusters Score -2365499 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2365839.500000 Penalty: 4885.486328
	Iteration 3Q: 3 clusters Score -2365840 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2366165.500000 Penalty: 4885.486328
	Iteration 4Q: 3 clusters Score -2366166 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2366474.000000 Penalty: 4885.486328
	Iteration 5Q: 3 clusters Score -2366474 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2366819.000000 Penalty: 4885.486328
	Iteration 6Q: 3 clusters Score -2366819 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2367212.500000 Penalty: 4885.486328
	Iteration 7Q: 3 clusters Score -2367212 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2367706.250000 Penalty: 4885.486328
	Iteration 8Q: 3 clusters Score -2367706 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2368314.750000 Penalty: 4885.486328
	Iteration 9Q: 3 clusters Score -2368315 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2368980.250000 Penalty: 4885.486328
	Iteration 10Q: 3 clusters Score -2368980 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2369573.000000 Penalty: 4885.486328
	Iteration 11Q: 3 clusters Score -2369573 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2370071.250000 Penalty: 4885.486328
	Iteration 12Q: 3 clusters Score -2370071 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2370470.500000 Penalty: 4885.486328
	Iteration 13Q: 3 clusters Score -2370470 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2370821.250000 Penalty: 4885.486328
	Iteration 14Q: 3 clusters Score -2370821 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2371092.500000 Penalty: 4885.486328
	Iteration 15Q: 3 clusters Score -2371092 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2371287.000000 Penalty: 4885.486328
	Iteration 16Q: 3 clusters Score -2371287 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2371431.500000 Penalty: 4885.486328
	Iteration 17Q: 3 clusters Score -2371432 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2371538.750000 Penalty: 4885.486328
	Iteration 18Q: 3 clusters Score -2371539 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2371632.750000 Penalty: 4885.486328
	Iteration 19Q: 3 clusters Score -2371633 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2371712.250000 Penalty: 4885.486328
	Iteration 20F: 3 clusters Score -2371712 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2371769.250000 Penalty: 4885.486328
	Iteration 21Q: 3 clusters Score -2371769 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2371814.750000 Penalty: 4885.486328
	Iteration 22Q: 3 clusters Score -2371815 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2371852.250000 Penalty: 4885.486328
	Iteration 23Q: 3 clusters Score -2371852 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2371890.500000 Penalty: 4885.486328
	Iteration 24Q: 3 clusters Score -2371890 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2371911.750000 Penalty: 4885.486328
	Iteration 25Q: 3 clusters Score -2371912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2371922.000000 Penalty: 4885.486328
	Iteration 26Q: 3 clusters Score -2371922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2371938.000000 Penalty: 4885.486328
	Iteration 27Q: 3 clusters Score -2371938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2371954.750000 Penalty: 4885.486328
	Iteration 28Q: 3 clusters Score -2371955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2371964.500000 Penalty: 4885.486328
	Iteration 29Q: 3 clusters Score -2371964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2371969.250000 Penalty: 4885.486328
	Iteration 30Q: 3 clusters Score -2371969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2371980.500000 Penalty: 4885.486328
	Iteration 31Q: 3 clusters Score -2371980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2371991.000000 Penalty: 4885.486328
	Iteration 32Q: 3 clusters Score -2371991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2372001.250000 Penalty: 4885.486328
	Iteration 33Q: 3 clusters Score -2372001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2372011.750000 Penalty: 4885.486328
	Iteration 34Q: 3 clusters Score -2372012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2372021.250000 Penalty: 4885.486328
	Iteration 35Q: 3 clusters Score -2372021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2372029.000000 Penalty: 4885.486328
	Iteration 36Q: 3 clusters Score -2372029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2372034.500000 Penalty: 4885.486328
	Iteration 37Q: 3 clusters Score -2372034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -2372042.250000 Penalty: 4885.486328
	Iteration 38Q: 3 clusters Score -2372042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2372045.500000 Penalty: 4885.486328
	Iteration 39Q: 3 clusters Score -2372046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2372052.000000 Penalty: 4885.486328
	Iteration 40F: 3 clusters Score -2372052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2372058.750000 Penalty: 4885.486328
	Iteration 41Q: 3 clusters Score -2372059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2372058.250000 Penalty: 4885.486328
	Iteration 42Q: 3 clusters Score -2372058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2372063.750000 Penalty: 4885.486328
	Iteration 43Q: 3 clusters Score -2372064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2372065.750000 Penalty: 4885.486328
	Iteration 44Q: 3 clusters Score -2372066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2372071.500000 Penalty: 4885.486328
	Iteration 45Q: 3 clusters Score -2372072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2372076.750000 Penalty: 4885.486328
	Iteration 46Q: 3 clusters Score -2372077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2372078.250000 Penalty: 4885.486328
	Iteration 47Q: 3 clusters Score -2372078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -2372076.750000 Penalty: 4885.486328
	Iteration 48Q: 3 clusters Score -2372077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2372084.000000 Penalty: 4885.486328
	Iteration 49Q: 3 clusters Score -2372084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2372086.000000 Penalty: 4885.486328
	Iteration 50Q: 3 clusters Score -2372086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2372089.000000 Penalty: 4885.486328
	Iteration 51Q: 3 clusters Score -2372089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2372090.750000 Penalty: 4885.486328
	Iteration 52Q: 3 clusters Score -2372091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2372092.250000 Penalty: 4885.486328
	Iteration 53Q: 3 clusters Score -2372092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2372095.250000 Penalty: 4885.486328
	Iteration 54Q: 3 clusters Score -2372095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2372096.000000 Penalty: 4885.486328
	Iteration 55Q: 3 clusters Score -2372096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2372094.500000 Penalty: 4885.486328
	Iteration 56Q: 3 clusters Score -2372094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2372096.250000 Penalty: 4885.486328
	Iteration 57Q: 3 clusters Score -2372096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2372095.750000 Penalty: 4885.486328
	Iteration 58Q: 3 clusters Score -2372096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2372098.000000 Penalty: 4885.486328
	Iteration 59Q: 3 clusters Score -2372098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2372098.750000 Penalty: 4885.486328
	Iteration 60F: 3 clusters Score -2372099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2372097.750000 Penalty: 4885.486328
	Iteration 61Q: 3 clusters Score -2372098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2372099.500000 Penalty: 4885.486328
	Iteration 62Q: 3 clusters Score -2372100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2372100.500000 Penalty: 4885.486328
	Iteration 63Q: 3 clusters Score -2372100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2372102.250000 Penalty: 4885.486328
	Iteration 64Q: 3 clusters Score -2372102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2372101.500000 Penalty: 4885.486328
	Iteration 65Q: 3 clusters Score -2372102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2372103.500000 Penalty: 4885.486328
	Iteration 66Q: 3 clusters Score -2372104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2372105.000000 Penalty: 4885.486328
	Iteration 67Q: 3 clusters Score -2372105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2372111.000000 Penalty: 4885.486328
	Iteration 68Q: 3 clusters Score -2372111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2372112.250000 Penalty: 4885.486328
	Iteration 69Q: 3 clusters Score -2372112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2372112.250000 Penalty: 4885.486328
	Iteration 70F: 3 clusters Score -2372112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (285389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285389 members 
Entering Unmasked Estep 
Score: -35383380.000000 Penalty: 3115.278809
	Iteration 0F: 2 clusters Score -3.538338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142765 members 
Mstep: Class 2 contains 142624 members 
Entering Unmasked Estep 
Score: -35200264.000000 Penalty: 6230.557617
	Iteration 0F: 3 clusters Score -3.520026e+07 nChanged 137949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142266 members 
Mstep: Class 2 contains 143123 members 
Entering Unmasked Estep 
Score: -35281408.000000 Penalty: 6230.557617
	Iteration 1F: 3 clusters Score -3.528141e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142717 members 
Mstep: Class 2 contains 142672 members 
Entering Unmasked Estep 
Score: -35282240.000000 Penalty: 6230.557617
	Iteration 2Q: 3 clusters Score -3.528224e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143377 members 
Mstep: Class 2 contains 142012 members 
Entering Unmasked Estep 
Score: -35283312.000000 Penalty: 6230.557617
	Iteration 3Q: 3 clusters Score -3.528331e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144202 members 
Mstep: Class 2 contains 141187 members 
Entering Unmasked Estep 
Score: -35284984.000000 Penalty: 6230.557617
	Iteration 4Q: 3 clusters Score -3.528498e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145463 members 
Mstep: Class 2 contains 139926 members 
Entering Unmasked Estep 
Score: -35287020.000000 Penalty: 6230.557617
	Iteration 5Q: 3 clusters Score -3.528702e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147173 members 
Mstep: Class 2 contains 138216 members 
Entering Unmasked Estep 
Score: -35289976.000000 Penalty: 6230.557617
	Iteration 6Q: 3 clusters Score -3.528998e+07 nChanged 10500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149271 members 
Mstep: Class 2 contains 136118 members 
Entering Unmasked Estep 
Score: -35294308.000000 Penalty: 6230.557617
	Iteration 7Q: 3 clusters Score -3.529431e+07 nChanged 12797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151492 members 
Mstep: Class 2 contains 133897 members 
Entering Unmasked Estep 
Score: -35301332.000000 Penalty: 6230.557617
	Iteration 8Q: 3 clusters Score -3.530133e+07 nChanged 15754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153108 members 
Mstep: Class 2 contains 132281 members 
Entering Unmasked Estep 
Score: -35312468.000000 Penalty: 6230.557617
	Iteration 9F: 3 clusters Score -3.531247e+07 nChanged 18417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153559 members 
Mstep: Class 2 contains 131830 members 
Entering Unmasked Estep 
Score: -35326916.000000 Penalty: 6230.557617
	Iteration 10F: 3 clusters Score -3.532692e+07 nChanged 19193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152806 members 
Mstep: Class 2 contains 132583 members 
Entering Unmasked Estep 
Score: -35341108.000000 Penalty: 6230.557617
	Iteration 11F: 3 clusters Score -3.534111e+07 nChanged 16175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151635 members 
Mstep: Class 2 contains 133754 members 
Entering Unmasked Estep 
Score: -35349196.000000 Penalty: 6230.557617
	Iteration 12F: 3 clusters Score -3.53492e+07 nChanged 10805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150582 members 
Mstep: Class 2 contains 134807 members 
Entering Unmasked Estep 
Score: -35352480.000000 Penalty: 6230.557617
	Iteration 13Q: 3 clusters Score -3.535248e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149530 members 
Mstep: Class 2 contains 135859 members 
Entering Unmasked Estep 
Score: -35354148.000000 Penalty: 6230.557617
	Iteration 14Q: 3 clusters Score -3.535415e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148441 members 
Mstep: Class 2 contains 136948 members 
Entering Unmasked Estep 
Score: -35355260.000000 Penalty: 6230.557617
	Iteration 15Q: 3 clusters Score -3.535526e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147279 members 
Mstep: Class 2 contains 138110 members 
Entering Unmasked Estep 
Score: -35356428.000000 Penalty: 6230.557617
	Iteration 16Q: 3 clusters Score -3.535643e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146055 members 
Mstep: Class 2 contains 139334 members 
Entering Unmasked Estep 
Score: -35357784.000000 Penalty: 6230.557617
	Iteration 17Q: 3 clusters Score -3.535778e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144526 members 
Mstep: Class 2 contains 140863 members 
Entering Unmasked Estep 
Score: -35359108.000000 Penalty: 6230.557617
	Iteration 18Q: 3 clusters Score -3.535911e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142788 members 
Mstep: Class 2 contains 142601 members 
Entering Unmasked Estep 
Score: -35360456.000000 Penalty: 6230.557617
	Iteration 19Q: 3 clusters Score -3.536046e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140816 members 
Mstep: Class 2 contains 144573 members 
Entering Unmasked Estep 
Score: -35361916.000000 Penalty: 6230.557617
	Iteration 20F: 3 clusters Score -3.536192e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138806 members 
Mstep: Class 2 contains 146583 members 
Entering Unmasked Estep 
Score: -35363580.000000 Penalty: 6230.557617
	Iteration 21Q: 3 clusters Score -3.536358e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136780 members 
Mstep: Class 2 contains 148609 members 
Entering Unmasked Estep 
Score: -35365388.000000 Penalty: 6230.557617
	Iteration 22Q: 3 clusters Score -3.536539e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134779 members 
Mstep: Class 2 contains 150610 members 
Entering Unmasked Estep 
Score: -35366800.000000 Penalty: 6230.557617
	Iteration 23Q: 3 clusters Score -3.53668e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132847 members 
Mstep: Class 2 contains 152542 members 
Entering Unmasked Estep 
Score: -35368024.000000 Penalty: 6230.557617
	Iteration 24Q: 3 clusters Score -3.536802e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131261 members 
Mstep: Class 2 contains 154128 members 
Entering Unmasked Estep 
Score: -35369188.000000 Penalty: 6230.557617
	Iteration 25Q: 3 clusters Score -3.536919e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129910 members 
Mstep: Class 2 contains 155479 members 
Entering Unmasked Estep 
Score: -35370084.000000 Penalty: 6230.557617
	Iteration 26Q: 3 clusters Score -3.537008e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128693 members 
Mstep: Class 2 contains 156696 members 
Entering Unmasked Estep 
Score: -35370608.000000 Penalty: 6230.557617
	Iteration 27Q: 3 clusters Score -3.537061e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127590 members 
Mstep: Class 2 contains 157799 members 
Entering Unmasked Estep 
Score: -35371060.000000 Penalty: 6230.557617
	Iteration 28Q: 3 clusters Score -3.537106e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126537 members 
Mstep: Class 2 contains 158852 members 
Entering Unmasked Estep 
Score: -35371248.000000 Penalty: 6230.557617
	Iteration 29Q: 3 clusters Score -3.537125e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125469 members 
Mstep: Class 2 contains 159920 members 
Entering Unmasked Estep 
Score: -35371648.000000 Penalty: 6230.557617
	Iteration 30Q: 3 clusters Score -3.537165e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124428 members 
Mstep: Class 2 contains 160961 members 
Entering Unmasked Estep 
Score: -35371792.000000 Penalty: 6230.557617
	Iteration 31Q: 3 clusters Score -3.537179e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123430 members 
Mstep: Class 2 contains 161959 members 
Entering Unmasked Estep 
Score: -35371804.000000 Penalty: 6230.557617
	Iteration 32Q: 3 clusters Score -3.53718e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122405 members 
Mstep: Class 2 contains 162984 members 
Entering Unmasked Estep 
Score: -35371984.000000 Penalty: 6230.557617
	Iteration 33Q: 3 clusters Score -3.537198e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121355 members 
Mstep: Class 2 contains 164034 members 
Entering Unmasked Estep 
Score: -35371988.000000 Penalty: 6230.557617
	Iteration 34Q: 3 clusters Score -3.537199e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120348 members 
Mstep: Class 2 contains 165041 members 
Entering Unmasked Estep 
Score: -35372140.000000 Penalty: 6230.557617
	Iteration 35Q: 3 clusters Score -3.537214e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119258 members 
Mstep: Class 2 contains 166131 members 
Entering Unmasked Estep 
Score: -35372144.000000 Penalty: 6230.557617
	Iteration 36Q: 3 clusters Score -3.537214e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118170 members 
Mstep: Class 2 contains 167219 members 
Entering Unmasked Estep 
Score: -35372100.000000 Penalty: 6230.557617
	Iteration 37Q: 3 clusters Score -3.53721e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117132 members 
Mstep: Class 2 contains 168257 members 
Entering Unmasked Estep 
Score: -35372092.000000 Penalty: 6230.557617
	Iteration 38Q: 3 clusters Score -3.537209e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116044 members 
Mstep: Class 2 contains 169345 members 
Entering Unmasked Estep 
Score: -35372228.000000 Penalty: 6230.557617
	Iteration 39Q: 3 clusters Score -3.537223e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114852 members 
Mstep: Class 2 contains 170537 members 
Entering Unmasked Estep 
Score: -35372404.000000 Penalty: 6230.557617
	Iteration 40F: 3 clusters Score -3.53724e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113636 members 
Mstep: Class 2 contains 171753 members 
Entering Unmasked Estep 
Score: -35372584.000000 Penalty: 6230.557617
	Iteration 41Q: 3 clusters Score -3.537258e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112306 members 
Mstep: Class 2 contains 173083 members 
Entering Unmasked Estep 
Score: -35372692.000000 Penalty: 6230.557617
	Iteration 42Q: 3 clusters Score -3.537269e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110968 members 
Mstep: Class 2 contains 174421 members 
Entering Unmasked Estep 
Score: -35372924.000000 Penalty: 6230.557617
	Iteration 43Q: 3 clusters Score -3.537292e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109578 members 
Mstep: Class 2 contains 175811 members 
Entering Unmasked Estep 
Score: -35373180.000000 Penalty: 6230.557617
	Iteration 44Q: 3 clusters Score -3.537318e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108127 members 
Mstep: Class 2 contains 177262 members 
Entering Unmasked Estep 
Score: -35373288.000000 Penalty: 6230.557617
	Iteration 45Q: 3 clusters Score -3.537329e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106540 members 
Mstep: Class 2 contains 178849 members 
Entering Unmasked Estep 
Score: -35373264.000000 Penalty: 6230.557617
	Iteration 46Q: 3 clusters Score -3.537326e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104752 members 
Mstep: Class 2 contains 180637 members 
Entering Unmasked Estep 
Score: -35373332.000000 Penalty: 6230.557617
	Iteration 47Q: 3 clusters Score -3.537333e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102906 members 
Mstep: Class 2 contains 182483 members 
Entering Unmasked Estep 
Score: -35373480.000000 Penalty: 6230.557617
	Iteration 48Q: 3 clusters Score -3.537348e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100915 members 
Mstep: Class 2 contains 184474 members 
Entering Unmasked Estep 
Score: -35373560.000000 Penalty: 6230.557617
	Iteration 49Q: 3 clusters Score -3.537356e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98867 members 
Mstep: Class 2 contains 186522 members 
Entering Unmasked Estep 
Score: -35373652.000000 Penalty: 6230.557617
	Iteration 50Q: 3 clusters Score -3.537365e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96792 members 
Mstep: Class 2 contains 188597 members 
Entering Unmasked Estep 
Score: -35373928.000000 Penalty: 6230.557617
	Iteration 51Q: 3 clusters Score -3.537393e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94563 members 
Mstep: Class 2 contains 190826 members 
Entering Unmasked Estep 
Score: -35374132.000000 Penalty: 6230.557617
	Iteration 52Q: 3 clusters Score -3.537413e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92350 members 
Mstep: Class 2 contains 193039 members 
Entering Unmasked Estep 
Score: -35374288.000000 Penalty: 6230.557617
	Iteration 53Q: 3 clusters Score -3.537429e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89991 members 
Mstep: Class 2 contains 195398 members 
Entering Unmasked Estep 
Score: -35374560.000000 Penalty: 6230.557617
	Iteration 54Q: 3 clusters Score -3.537456e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87584 members 
Mstep: Class 2 contains 197805 members 
Entering Unmasked Estep 
Score: -35374508.000000 Penalty: 6230.557617
	Iteration 55Q: 3 clusters Score -3.537451e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85136 members 
Mstep: Class 2 contains 200253 members 
Entering Unmasked Estep 
Score: -35374736.000000 Penalty: 6230.557617
	Iteration 56Q: 3 clusters Score -3.537474e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82546 members 
Mstep: Class 2 contains 202843 members 
Entering Unmasked Estep 
Score: -35374972.000000 Penalty: 6230.557617
	Iteration 57Q: 3 clusters Score -3.537497e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79878 members 
Mstep: Class 2 contains 205511 members 
Entering Unmasked Estep 
Score: -35375252.000000 Penalty: 6230.557617
	Iteration 58Q: 3 clusters Score -3.537525e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77215 members 
Mstep: Class 2 contains 208174 members 
Entering Unmasked Estep 
Score: -35375444.000000 Penalty: 6230.557617
	Iteration 59Q: 3 clusters Score -3.537544e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74376 members 
Mstep: Class 2 contains 211013 members 
Entering Unmasked Estep 
Score: -35375608.000000 Penalty: 6230.557617
	Iteration 60F: 3 clusters Score -3.537561e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71368 members 
Mstep: Class 2 contains 214021 members 
Entering Unmasked Estep 
Score: -35375716.000000 Penalty: 6230.557617
	Iteration 61Q: 3 clusters Score -3.537572e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68238 members 
Mstep: Class 2 contains 217151 members 
Entering Unmasked Estep 
Score: -35376100.000000 Penalty: 6230.557617
	Iteration 62Q: 3 clusters Score -3.53761e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65018 members 
Mstep: Class 2 contains 220371 members 
Entering Unmasked Estep 
Score: -35376308.000000 Penalty: 6230.557617
	Iteration 63Q: 3 clusters Score -3.537631e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 223510 members 
Entering Unmasked Estep 
Score: -35376416.000000 Penalty: 6230.557617
	Iteration 64Q: 3 clusters Score -3.537642e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 226706 members 
Entering Unmasked Estep 
Score: -35376868.000000 Penalty: 6230.557617
	Iteration 65Q: 3 clusters Score -3.537687e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Mstep: Class 2 contains 229931 members 
Entering Unmasked Estep 
Score: -35377200.000000 Penalty: 6230.557617
	Iteration 66Q: 3 clusters Score -3.53772e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Mstep: Class 2 contains 233225 members 
Entering Unmasked Estep 
Score: -35377528.000000 Penalty: 6230.557617
	Iteration 67Q: 3 clusters Score -3.537753e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48830 members 
Mstep: Class 2 contains 236559 members 
Entering Unmasked Estep 
Score: -35377756.000000 Penalty: 6230.557617
	Iteration 68Q: 3 clusters Score -3.537776e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 239938 members 
Entering Unmasked Estep 
Score: -35377852.000000 Penalty: 6230.557617
	Iteration 69Q: 3 clusters Score -3.537785e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 243587 members 
Entering Unmasked Estep 
Score: -35378240.000000 Penalty: 6230.557617
	Iteration 70Q: 3 clusters Score -3.537824e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 247397 members 
Entering Unmasked Estep 
Score: -35378452.000000 Penalty: 6230.557617
	Iteration 71Q: 3 clusters Score -3.537845e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 251185 members 
Entering Unmasked Estep 
Score: -35378840.000000 Penalty: 6230.557617
	Iteration 72Q: 3 clusters Score -3.537884e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 254976 members 
Entering Unmasked Estep 
Score: -35379644.000000 Penalty: 6230.557617
	Iteration 73Q: 3 clusters Score -3.537964e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 258740 members 
Entering Unmasked Estep 
Score: -35380316.000000 Penalty: 6230.557617
	Iteration 74Q: 3 clusters Score -3.538032e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 262192 members 
Entering Unmasked Estep 
Score: -35380844.000000 Penalty: 6230.557617
	Iteration 75Q: 3 clusters Score -3.538084e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 265330 members 
Entering Unmasked Estep 
Score: -35381464.000000 Penalty: 6230.557617
	Iteration 76Q: 3 clusters Score -3.538146e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 268165 members 
Entering Unmasked Estep 
Score: -35381808.000000 Penalty: 6230.557617
	Iteration 77Q: 3 clusters Score -3.538181e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 270694 members 
Entering Unmasked Estep 
Score: -35381884.000000 Penalty: 6230.557617
	Iteration 78Q: 3 clusters Score -3.538188e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 272741 members 
Entering Unmasked Estep 
Score: -35381836.000000 Penalty: 6230.557617
	Iteration 79Q: 3 clusters Score -3.538184e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 274332 members 
Entering Unmasked Estep 
Score: -35382192.000000 Penalty: 6230.557617
	Iteration 80F: 3 clusters Score -3.538219e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 275959 members 
Entering Unmasked Estep 
Score: -35382176.000000 Penalty: 6230.557617
	Iteration 81Q: 3 clusters Score -3.538218e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 277350 members 
Entering Unmasked Estep 
Score: -35382244.000000 Penalty: 6230.557617
	Iteration 82Q: 3 clusters Score -3.538224e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 278441 members 
Entering Unmasked Estep 
Score: -35382188.000000 Penalty: 6230.557617
	Iteration 83Q: 3 clusters Score -3.538219e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 279321 members 
Entering Unmasked Estep 
Score: -35382208.000000 Penalty: 6230.557617
	Iteration 84Q: 3 clusters Score -3.538221e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 280084 members 
Entering Unmasked Estep 
Score: -35382224.000000 Penalty: 6230.557617
	Iteration 85Q: 3 clusters Score -3.538222e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 280690 members 
Entering Unmasked Estep 
Score: -35382100.000000 Penalty: 6230.557617
	Iteration 86Q: 3 clusters Score -3.53821e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 281190 members 
Entering Unmasked Estep 
Score: -35382112.000000 Penalty: 6230.557617
	Iteration 87Q: 3 clusters Score -3.538211e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 281581 members 
Entering Unmasked Estep 
Score: -35382024.000000 Penalty: 6230.557617
	Iteration 88Q: 3 clusters Score -3.538202e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 281883 members 
Entering Unmasked Estep 
Score: -35382060.000000 Penalty: 6230.557617
	Iteration 89Q: 3 clusters Score -3.538206e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 282119 members 
Entering Unmasked Estep 
Score: -35382100.000000 Penalty: 6230.557617
	Iteration 90Q: 3 clusters Score -3.53821e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 282330 members 
Entering Unmasked Estep 
Score: -35382040.000000 Penalty: 6230.557617
	Iteration 91Q: 3 clusters Score -3.538204e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 282502 members 
Entering Unmasked Estep 
Score: -35382088.000000 Penalty: 6230.557617
	Iteration 92Q: 3 clusters Score -3.538209e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 282647 members 
Entering Unmasked Estep 
Score: -35382104.000000 Penalty: 6230.557617
	Iteration 93Q: 3 clusters Score -3.53821e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 282769 members 
Entering Unmasked Estep 
Score: -35382096.000000 Penalty: 6230.557617
	Iteration 94Q: 3 clusters Score -3.53821e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 282876 members 
Entering Unmasked Estep 
Score: -35382128.000000 Penalty: 6230.557617
	Iteration 95Q: 3 clusters Score -3.538213e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 282965 members 
Entering Unmasked Estep 
Score: -35382044.000000 Penalty: 6230.557617
	Iteration 96Q: 3 clusters Score -3.538204e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 283032 members 
Entering Unmasked Estep 
Score: -35381996.000000 Penalty: 6230.557617
	Iteration 97Q: 3 clusters Score -3.5382e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 283094 members 
Entering Unmasked Estep 
Score: -35382012.000000 Penalty: 6230.557617
	Iteration 98Q: 3 clusters Score -3.538201e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 283139 members 
Entering Unmasked Estep 
Score: -35382064.000000 Penalty: 6230.557617
	Iteration 99Q: 3 clusters Score -3.538206e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 283178 members 
Entering Unmasked Estep 
Score: -35382096.000000 Penalty: 6230.557617
	Iteration 100F: 3 clusters Score -3.53821e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 283214 members 
Entering Unmasked Estep 
Score: -35382084.000000 Penalty: 6230.557617
	Iteration 101Q: 3 clusters Score -3.538208e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 283237 members 
Entering Unmasked Estep 
Score: -35382076.000000 Penalty: 6230.557617
	Iteration 102Q: 3 clusters Score -3.538208e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 283264 members 
Entering Unmasked Estep 
Score: -35382072.000000 Penalty: 6230.557617
	Iteration 103Q: 3 clusters Score -3.538207e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 283292 members 
Entering Unmasked Estep 
Score: -35382016.000000 Penalty: 6230.557617
	Iteration 104Q: 3 clusters Score -3.538202e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 283325 members 
Entering Unmasked Estep 
Score: -35382032.000000 Penalty: 6230.557617
	Iteration 105Q: 3 clusters Score -3.538203e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 283356 members 
Entering Unmasked Estep 
Score: -35382024.000000 Penalty: 6230.557617
	Iteration 106Q: 3 clusters Score -3.538202e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 283379 members 
Entering Unmasked Estep 
Score: -35382036.000000 Penalty: 6230.557617
	Iteration 107Q: 3 clusters Score -3.538204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 283391 members 
Entering Unmasked Estep 
Score: -35382036.000000 Penalty: 6230.557617
	Iteration 108Q: 3 clusters Score -3.538204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 283405 members 
Entering Unmasked Estep 
Score: -35382020.000000 Penalty: 6230.557617
	Iteration 109Q: 3 clusters Score -3.538202e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 283416 members 
Entering Unmasked Estep 
Score: -35382024.000000 Penalty: 6230.557617
	Iteration 110Q: 3 clusters Score -3.538202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 283427 members 
Entering Unmasked Estep 
Score: -35382028.000000 Penalty: 6230.557617
	Iteration 111Q: 3 clusters Score -3.538203e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 283442 members 
Entering Unmasked Estep 
Score: -35382028.000000 Penalty: 6230.557617
	Iteration 112Q: 3 clusters Score -3.538203e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 283456 members 
Entering Unmasked Estep 
Score: -35382044.000000 Penalty: 6230.557617
	Iteration 113Q: 3 clusters Score -3.538204e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 283474 members 
Entering Unmasked Estep 
Score: -35382076.000000 Penalty: 6230.557617
	Iteration 114Q: 3 clusters Score -3.538208e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 283486 members 
Entering Unmasked Estep 
Score: -35382040.000000 Penalty: 6230.557617
	Iteration 115Q: 3 clusters Score -3.538204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 283498 members 
Entering Unmasked Estep 
Score: -35382044.000000 Penalty: 6230.557617
	Iteration 116Q: 3 clusters Score -3.538204e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 283513 members 
Entering Unmasked Estep 
Score: -35382052.000000 Penalty: 6230.557617
	Iteration 117Q: 3 clusters Score -3.538205e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 283527 members 
Entering Unmasked Estep 
Score: -35382044.000000 Penalty: 6230.557617
	Iteration 118Q: 3 clusters Score -3.538204e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 283543 members 
Entering Unmasked Estep 
Score: -35382040.000000 Penalty: 6230.557617
	Iteration 119Q: 3 clusters Score -3.538204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 283553 members 
Entering Unmasked Estep 
Score: -35382040.000000 Penalty: 6230.557617
	Iteration 120F: 3 clusters Score -3.538204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 283562 members 
Entering Unmasked Estep 
Score: -35382052.000000 Penalty: 6230.557617
	Iteration 121Q: 3 clusters Score -3.538205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 283569 members 
Entering Unmasked Estep 
Score: -35382040.000000 Penalty: 6230.557617
	Iteration 122Q: 3 clusters Score -3.538204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 283578 members 
Entering Unmasked Estep 
Score: -35382024.000000 Penalty: 6230.557617
	Iteration 123Q: 3 clusters Score -3.538202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 283590 members 
Entering Unmasked Estep 
Score: -35382020.000000 Penalty: 6230.557617
	Iteration 124Q: 3 clusters Score -3.538202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 283602 members 
Entering Unmasked Estep 
Score: -35382028.000000 Penalty: 6230.557617
	Iteration 125Q: 3 clusters Score -3.538203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 283608 members 
Entering Unmasked Estep 
Score: -35382024.000000 Penalty: 6230.557617
	Iteration 126Q: 3 clusters Score -3.538202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 283616 members 
Entering Unmasked Estep 
Score: -35382008.000000 Penalty: 6230.557617
	Iteration 127Q: 3 clusters Score -3.538201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 283622 members 
Entering Unmasked Estep 
Score: -35382004.000000 Penalty: 6230.557617
	Iteration 128Q: 3 clusters Score -3.5382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 283624 members 
Entering Unmasked Estep 
Score: -35382020.000000 Penalty: 6230.557617
	Iteration 129Q: 3 clusters Score -3.538202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 283625 members 
Entering Unmasked Estep 
Score: -35382012.000000 Penalty: 6230.557617
	Iteration 130Q: 3 clusters Score -3.538201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 283627 members 
Entering Unmasked Estep 
Score: -35381996.000000 Penalty: 6230.557617
	Iteration 131Q: 3 clusters Score -3.5382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 283628 members 
Entering Unmasked Estep 
Score: -35382020.000000 Penalty: 6230.557617
	Iteration 132Q: 3 clusters Score -3.538202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 283629 members 
Entering Unmasked Estep 
Score: -35382012.000000 Penalty: 6230.557617
	Iteration 133Q: 3 clusters Score -3.538201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 283629 members 
Entering Unmasked Estep 
Score: -35382012.000000 Penalty: 6230.557617
	Iteration 134F: 3 clusters Score -3.538201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Entering Unmasked Estep 
Score: -1185069.625000 Penalty: 2279.886963
	Iteration 0F: 2 clusters Score -1185070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1177421.125000 Penalty: 4559.773926
	Iteration 0F: 3 clusters Score -1177421 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1179710.750000 Penalty: 4559.773926
	Iteration 1F: 3 clusters Score -1179711 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1179990.375000 Penalty: 4559.773926
	Iteration 2F: 3 clusters Score -1179990 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1180193.125000 Penalty: 4559.773926
	Iteration 3Q: 3 clusters Score -1180193 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1180330.875000 Penalty: 4559.773926
	Iteration 4Q: 3 clusters Score -1180331 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1180469.125000 Penalty: 4559.773926
	Iteration 5Q: 3 clusters Score -1180469 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1180595.500000 Penalty: 4559.773926
	Iteration 6Q: 3 clusters Score -1180596 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1180721.625000 Penalty: 4559.773926
	Iteration 7Q: 3 clusters Score -1180722 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1180862.250000 Penalty: 4559.773926
	Iteration 8Q: 3 clusters Score -1180862 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1181001.625000 Penalty: 4559.773926
	Iteration 9Q: 3 clusters Score -1181002 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1181154.375000 Penalty: 4559.773926
	Iteration 10Q: 3 clusters Score -1181154 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1181304.375000 Penalty: 4559.773926
	Iteration 11Q: 3 clusters Score -1181304 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1181456.750000 Penalty: 4559.773926
	Iteration 12Q: 3 clusters Score -1181457 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1181602.750000 Penalty: 4559.773926
	Iteration 13Q: 3 clusters Score -1181603 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1181753.625000 Penalty: 4559.773926
	Iteration 14Q: 3 clusters Score -1181754 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1181921.250000 Penalty: 4559.773926
	Iteration 15Q: 3 clusters Score -1181921 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1182080.500000 Penalty: 4559.773926
	Iteration 16Q: 3 clusters Score -1182080 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1182232.250000 Penalty: 4559.773926
	Iteration 17Q: 3 clusters Score -1182232 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1182394.250000 Penalty: 4559.773926
	Iteration 18Q: 3 clusters Score -1182394 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1182591.375000 Penalty: 4559.773926
	Iteration 19Q: 3 clusters Score -1182591 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1182854.875000 Penalty: 4559.773926
	Iteration 20F: 3 clusters Score -1182855 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1183124.500000 Penalty: 4559.773926
	Iteration 21Q: 3 clusters Score -1183124 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1183374.500000 Penalty: 4559.773926
	Iteration 22Q: 3 clusters Score -1183374 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1183599.625000 Penalty: 4559.773926
	Iteration 23Q: 3 clusters Score -1183600 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1183775.125000 Penalty: 4559.773926
	Iteration 24Q: 3 clusters Score -1183775 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1183895.125000 Penalty: 4559.773926
	Iteration 25Q: 3 clusters Score -1183895 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1183977.750000 Penalty: 4559.773926
	Iteration 26Q: 3 clusters Score -1183978 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1184020.000000 Penalty: 4559.773926
	Iteration 27Q: 3 clusters Score -1184020 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1184046.750000 Penalty: 4559.773926
	Iteration 28Q: 3 clusters Score -1184047 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1184059.875000 Penalty: 4559.773926
	Iteration 29Q: 3 clusters Score -1184060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1184069.875000 Penalty: 4559.773926
	Iteration 30Q: 3 clusters Score -1184070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1184077.375000 Penalty: 4559.773926
	Iteration 31Q: 3 clusters Score -1184077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1184082.375000 Penalty: 4559.773926
	Iteration 32Q: 3 clusters Score -1184082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1184086.875000 Penalty: 4559.773926
	Iteration 33Q: 3 clusters Score -1184087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1184090.375000 Penalty: 4559.773926
	Iteration 34Q: 3 clusters Score -1184090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1184094.000000 Penalty: 4559.773926
	Iteration 35Q: 3 clusters Score -1184094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1184093.750000 Penalty: 4559.773926
	Iteration 36Q: 3 clusters Score -1184094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1184097.375000 Penalty: 4559.773926
	Iteration 37Q: 3 clusters Score -1184097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1184096.375000 Penalty: 4559.773926
	Iteration 38Q: 3 clusters Score -1184096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1184096.375000 Penalty: 4559.773926
	Iteration 39F: 3 clusters Score -1184096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Entering Unmasked Estep 
Score: -2736105.750000 Penalty: 2484.070801
	Iteration 0F: 2 clusters Score -2736106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2720552.250000 Penalty: 4968.141602
	Iteration 0F: 3 clusters Score -2720552 nChanged 9929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2725787.000000 Penalty: 4968.141602
	Iteration 1F: 3 clusters Score -2725787 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2726210.500000 Penalty: 4968.141602
	Iteration 2F: 3 clusters Score -2726210 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2726593.250000 Penalty: 4968.141602
	Iteration 3Q: 3 clusters Score -2726593 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2726910.500000 Penalty: 4968.141602
	Iteration 4Q: 3 clusters Score -2726910 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2727202.500000 Penalty: 4968.141602
	Iteration 5Q: 3 clusters Score -2727202 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2727504.500000 Penalty: 4968.141602
	Iteration 6Q: 3 clusters Score -2727504 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2727787.500000 Penalty: 4968.141602
	Iteration 7Q: 3 clusters Score -2727788 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2728090.250000 Penalty: 4968.141602
	Iteration 8Q: 3 clusters Score -2728090 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2728422.000000 Penalty: 4968.141602
	Iteration 9Q: 3 clusters Score -2728422 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2728801.250000 Penalty: 4968.141602
	Iteration 10Q: 3 clusters Score -2728801 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2729281.000000 Penalty: 4968.141602
	Iteration 11Q: 3 clusters Score -2729281 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2729826.500000 Penalty: 4968.141602
	Iteration 12Q: 3 clusters Score -2729826 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2730371.000000 Penalty: 4968.141602
	Iteration 13Q: 3 clusters Score -2730371 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2730831.250000 Penalty: 4968.141602
	Iteration 14Q: 3 clusters Score -2730831 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2731105.750000 Penalty: 4968.141602
	Iteration 15Q: 3 clusters Score -2731106 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2731314.500000 Penalty: 4968.141602
	Iteration 16Q: 3 clusters Score -2731314 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2731475.000000 Penalty: 4968.141602
	Iteration 17Q: 3 clusters Score -2731475 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2731605.000000 Penalty: 4968.141602
	Iteration 18Q: 3 clusters Score -2731605 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2731729.750000 Penalty: 4968.141602
	Iteration 19Q: 3 clusters Score -2731730 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2731850.250000 Penalty: 4968.141602
	Iteration 20F: 3 clusters Score -2731850 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2731969.000000 Penalty: 4968.141602
	Iteration 21Q: 3 clusters Score -2731969 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2732088.750000 Penalty: 4968.141602
	Iteration 22Q: 3 clusters Score -2732089 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2732222.250000 Penalty: 4968.141602
	Iteration 23Q: 3 clusters Score -2732222 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2732335.500000 Penalty: 4968.141602
	Iteration 24Q: 3 clusters Score -2732336 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2732452.000000 Penalty: 4968.141602
	Iteration 25Q: 3 clusters Score -2732452 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2732569.000000 Penalty: 4968.141602
	Iteration 26Q: 3 clusters Score -2732569 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2732678.750000 Penalty: 4968.141602
	Iteration 27Q: 3 clusters Score -2732679 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2732764.750000 Penalty: 4968.141602
	Iteration 28Q: 3 clusters Score -2732765 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2732849.750000 Penalty: 4968.141602
	Iteration 29Q: 3 clusters Score -2732850 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2732935.000000 Penalty: 4968.141602
	Iteration 30Q: 3 clusters Score -2732935 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2732996.250000 Penalty: 4968.141602
	Iteration 31Q: 3 clusters Score -2732996 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2733049.000000 Penalty: 4968.141602
	Iteration 32Q: 3 clusters Score -2733049 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2733090.750000 Penalty: 4968.141602
	Iteration 33Q: 3 clusters Score -2733091 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2733130.000000 Penalty: 4968.141602
	Iteration 34Q: 3 clusters Score -2733130 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2733170.750000 Penalty: 4968.141602
	Iteration 35Q: 3 clusters Score -2733171 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2733180.000000 Penalty: 4968.141602
	Iteration 36Q: 3 clusters Score -2733180 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2733198.000000 Penalty: 4968.141602
	Iteration 37Q: 3 clusters Score -2733198 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2733221.500000 Penalty: 4968.141602
	Iteration 38Q: 3 clusters Score -2733222 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2733252.000000 Penalty: 4968.141602
	Iteration 39Q: 3 clusters Score -2733252 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2733263.500000 Penalty: 4968.141602
	Iteration 40F: 3 clusters Score -2733264 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2733274.250000 Penalty: 4968.141602
	Iteration 41Q: 3 clusters Score -2733274 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2733287.500000 Penalty: 4968.141602
	Iteration 42Q: 3 clusters Score -2733288 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2733302.750000 Penalty: 4968.141602
	Iteration 43Q: 3 clusters Score -2733303 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2733317.500000 Penalty: 4968.141602
	Iteration 44Q: 3 clusters Score -2733318 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2733334.750000 Penalty: 4968.141602
	Iteration 45Q: 3 clusters Score -2733335 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2733344.500000 Penalty: 4968.141602
	Iteration 46Q: 3 clusters Score -2733344 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2733350.000000 Penalty: 4968.141602
	Iteration 47Q: 3 clusters Score -2733350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2733358.000000 Penalty: 4968.141602
	Iteration 48Q: 3 clusters Score -2733358 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2733364.250000 Penalty: 4968.141602
	Iteration 49Q: 3 clusters Score -2733364 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2733371.000000 Penalty: 4968.141602
	Iteration 50Q: 3 clusters Score -2733371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2733382.500000 Penalty: 4968.141602
	Iteration 51Q: 3 clusters Score -2733382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2733379.250000 Penalty: 4968.141602
	Iteration 52Q: 3 clusters Score -2733379 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2733390.500000 Penalty: 4968.141602
	Iteration 53Q: 3 clusters Score -2733390 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2733409.000000 Penalty: 4968.141602
	Iteration 54Q: 3 clusters Score -2733409 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2733407.000000 Penalty: 4968.141602
	Iteration 55Q: 3 clusters Score -2733407 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2733417.250000 Penalty: 4968.141602
	Iteration 56Q: 3 clusters Score -2733417 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2733432.500000 Penalty: 4968.141602
	Iteration 57Q: 3 clusters Score -2733432 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2733453.750000 Penalty: 4968.141602
	Iteration 58Q: 3 clusters Score -2733454 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2733467.500000 Penalty: 4968.141602
	Iteration 59Q: 3 clusters Score -2733468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2733487.250000 Penalty: 4968.141602
	Iteration 60F: 3 clusters Score -2733487 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2733489.750000 Penalty: 4968.141602
	Iteration 61Q: 3 clusters Score -2733490 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2733502.750000 Penalty: 4968.141602
	Iteration 62Q: 3 clusters Score -2733503 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2733523.500000 Penalty: 4968.141602
	Iteration 63Q: 3 clusters Score -2733524 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2733539.500000 Penalty: 4968.141602
	Iteration 64Q: 3 clusters Score -2733540 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2733555.250000 Penalty: 4968.141602
	Iteration 65Q: 3 clusters Score -2733555 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2733574.500000 Penalty: 4968.141602
	Iteration 66Q: 3 clusters Score -2733574 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2733587.500000 Penalty: 4968.141602
	Iteration 67Q: 3 clusters Score -2733588 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2733607.000000 Penalty: 4968.141602
	Iteration 68Q: 3 clusters Score -2733607 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2733621.000000 Penalty: 4968.141602
	Iteration 69Q: 3 clusters Score -2733621 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2733651.500000 Penalty: 4968.141602
	Iteration 70Q: 3 clusters Score -2733652 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2733680.250000 Penalty: 4968.141602
	Iteration 71Q: 3 clusters Score -2733680 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2733692.500000 Penalty: 4968.141602
	Iteration 72Q: 3 clusters Score -2733692 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2733706.250000 Penalty: 4968.141602
	Iteration 73Q: 3 clusters Score -2733706 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2733714.250000 Penalty: 4968.141602
	Iteration 74Q: 3 clusters Score -2733714 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2733735.250000 Penalty: 4968.141602
	Iteration 75Q: 3 clusters Score -2733735 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2733747.500000 Penalty: 4968.141602
	Iteration 76Q: 3 clusters Score -2733748 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2733756.750000 Penalty: 4968.141602
	Iteration 77Q: 3 clusters Score -2733757 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2733781.250000 Penalty: 4968.141602
	Iteration 78Q: 3 clusters Score -2733781 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2733789.250000 Penalty: 4968.141602
	Iteration 79Q: 3 clusters Score -2733789 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2733796.000000 Penalty: 4968.141602
	Iteration 80F: 3 clusters Score -2733796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2733793.250000 Penalty: 4968.141602
	Iteration 81Q: 3 clusters Score -2733793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2733805.000000 Penalty: 4968.141602
	Iteration 82Q: 3 clusters Score -2733805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2733813.250000 Penalty: 4968.141602
	Iteration 83Q: 3 clusters Score -2733813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2733809.500000 Penalty: 4968.141602
	Iteration 84Q: 3 clusters Score -2733810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2733817.000000 Penalty: 4968.141602
	Iteration 85Q: 3 clusters Score -2733817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2733821.250000 Penalty: 4968.141602
	Iteration 86Q: 3 clusters Score -2733821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2733820.000000 Penalty: 4968.141602
	Iteration 87Q: 3 clusters Score -2733820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2733818.750000 Penalty: 4968.141602
	Iteration 88Q: 3 clusters Score -2733819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2733823.000000 Penalty: 4968.141602
	Iteration 89Q: 3 clusters Score -2733823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2733822.750000 Penalty: 4968.141602
	Iteration 90Q: 3 clusters Score -2733823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2733825.750000 Penalty: 4968.141602
	Iteration 91Q: 3 clusters Score -2733826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2733816.750000 Penalty: 4968.141602
	Iteration 92Q: 3 clusters Score -2733817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2733813.500000 Penalty: 4968.141602
	Iteration 93Q: 3 clusters Score -2733814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2733814.500000 Penalty: 4968.141602
	Iteration 94Q: 3 clusters Score -2733814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2733816.000000 Penalty: 4968.141602
	Iteration 95Q: 3 clusters Score -2733816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2733817.000000 Penalty: 4968.141602
	Iteration 96Q: 3 clusters Score -2733817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2733820.750000 Penalty: 4968.141602
	Iteration 97Q: 3 clusters Score -2733821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2733817.250000 Penalty: 4968.141602
	Iteration 98Q: 3 clusters Score -2733817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2733818.250000 Penalty: 4968.141602
	Iteration 99Q: 3 clusters Score -2733818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2733818.250000 Penalty: 4968.141602
	Iteration 100F: 3 clusters Score -2733818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Entering Unmasked Estep 
Score: -891317.375000 Penalty: 2247.422607
	Iteration 0F: 2 clusters Score -891317.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -884563.812500 Penalty: 4494.845215
	Iteration 0F: 3 clusters Score -884563.8 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -886804.312500 Penalty: 4494.845215
	Iteration 1F: 3 clusters Score -886804.3 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -887376.125000 Penalty: 4494.845215
	Iteration 2F: 3 clusters Score -887376.1 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -887986.625000 Penalty: 4494.845215
	Iteration 3F: 3 clusters Score -887986.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -888689.500000 Penalty: 4494.845215
	Iteration 4F: 3 clusters Score -888689.5 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -889571.437500 Penalty: 4494.845215
	Iteration 5F: 3 clusters Score -889571.4 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -890537.562500 Penalty: 4494.845215
	Iteration 6F: 3 clusters Score -890537.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -891262.750000 Penalty: 4494.845215
	Iteration 7F: 3 clusters Score -891262.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -891588.375000 Penalty: 4494.845215
	Iteration 8Q: 3 clusters Score -891588.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -891728.000000 Penalty: 4494.845215
	Iteration 9Q: 3 clusters Score -891728 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -891791.937500 Penalty: 4494.845215
	Iteration 10Q: 3 clusters Score -891791.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -891828.000000 Penalty: 4494.845215
	Iteration 11Q: 3 clusters Score -891828 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -891853.687500 Penalty: 4494.845215
	Iteration 12Q: 3 clusters Score -891853.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -891871.500000 Penalty: 4494.845215
	Iteration 13Q: 3 clusters Score -891871.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -891884.000000 Penalty: 4494.845215
	Iteration 14Q: 3 clusters Score -891884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -891891.500000 Penalty: 4494.845215
	Iteration 15Q: 3 clusters Score -891891.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -891889.750000 Penalty: 4494.845215
	Iteration 16Q: 3 clusters Score -891889.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -891892.125000 Penalty: 4494.845215
	Iteration 17Q: 3 clusters Score -891892.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -891894.625000 Penalty: 4494.845215
	Iteration 18Q: 3 clusters Score -891894.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -891894.625000 Penalty: 4494.845215
	Iteration 19Q: 3 clusters Score -891894.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -891894.562500 Penalty: 4494.845215
	Iteration 20F: 3 clusters Score -891894.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -891895.750000 Penalty: 4494.845215
	Iteration 21Q: 3 clusters Score -891895.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -891895.187500 Penalty: 4494.845215
	Iteration 22Q: 3 clusters Score -891895.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -891896.937500 Penalty: 4494.845215
	Iteration 23Q: 3 clusters Score -891896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -891895.625000 Penalty: 4494.845215
	Iteration 24Q: 3 clusters Score -891895.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -891895.625000 Penalty: 4494.845215
	Iteration 25F: 3 clusters Score -891895.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 301659 members 
Mstep: Class 2 contains 57324 members 
Mstep: Class 3 contains 18954 members 
Mstep: Class 4 contains 285389 members 
Mstep: Class 5 contains 9829 members 
Mstep: Class 6 contains 22391 members 
Mstep: Class 7 contains 3313 members 
Mstep: Class 8 contains 108613 members 
Mstep: Class 9 contains 31942 members 
Mstep: Class 10 contains 76657 members 
Mstep: Class 11 contains 21863 members 
Mstep: Class 12 contains 4196 members 
Mstep: Class 13 contains 22215 members 
Mstep: Class 14 contains 25040 members 
Mstep: Class 15 contains 140093 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14738 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3615 members 
Mstep: Class 20 contains 14523 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 6524 members 
Mstep: Class 24 contains 8689 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82899 members 
Mstep: Class 27 contains 383 members 
Mstep: Class 28 contains 5310 members 
Entering Unmasked Estep 
Score: -154618992.000000 Penalty: 97617.203125
Splitting cluster 7 changes total score from -154619568.000000 to -154618992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (108613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108613 members 
Entering Unmasked Estep 
Score: -13649275.000000 Penalty: 2875.695557
	Iteration 0F: 2 clusters Score -1.364928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -13576778.000000 Penalty: 5751.391113
	Iteration 0F: 3 clusters Score -1.357678e+07 nChanged 51562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 56201 members 
Entering Unmasked Estep 
Score: -13606295.000000 Penalty: 5751.391113
	Iteration 1F: 3 clusters Score -1.36063e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -13607262.000000 Penalty: 5751.391113
	Iteration 2Q: 3 clusters Score -1.360726e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 58709 members 
Entering Unmasked Estep 
Score: -13608268.000000 Penalty: 5751.391113
	Iteration 3Q: 3 clusters Score -1.360827e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 60855 members 
Entering Unmasked Estep 
Score: -13609444.000000 Penalty: 5751.391113
	Iteration 4Q: 3 clusters Score -1.360944e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 63972 members 
Entering Unmasked Estep 
Score: -13611329.000000 Penalty: 5751.391113
	Iteration 5Q: 3 clusters Score -1.361133e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 68287 members 
Entering Unmasked Estep 
Score: -13614058.000000 Penalty: 5751.391113
	Iteration 6Q: 3 clusters Score -1.361406e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 73999 members 
Entering Unmasked Estep 
Score: -13618192.000000 Penalty: 5751.391113
	Iteration 7F: 3 clusters Score -1.361819e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 80773 members 
Entering Unmasked Estep 
Score: -13623562.000000 Penalty: 5751.391113
	Iteration 8F: 3 clusters Score -1.362356e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 88012 members 
Entering Unmasked Estep 
Score: -13629823.000000 Penalty: 5751.391113
	Iteration 9F: 3 clusters Score -1.362982e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 94504 members 
Entering Unmasked Estep 
Score: -13635454.000000 Penalty: 5751.391113
	Iteration 10F: 3 clusters Score -1.363545e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 99422 members 
Entering Unmasked Estep 
Score: -13640036.000000 Penalty: 5751.391113
	Iteration 11Q: 3 clusters Score -1.364004e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 102766 members 
Entering Unmasked Estep 
Score: -13642889.000000 Penalty: 5751.391113
	Iteration 12Q: 3 clusters Score -1.364289e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 104836 members 
Entering Unmasked Estep 
Score: -13644590.000000 Penalty: 5751.391113
	Iteration 13Q: 3 clusters Score -1.364459e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 105995 members 
Entering Unmasked Estep 
Score: -13645458.000000 Penalty: 5751.391113
	Iteration 14Q: 3 clusters Score -1.364546e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 106669 members 
Entering Unmasked Estep 
Score: -13646002.000000 Penalty: 5751.391113
	Iteration 15Q: 3 clusters Score -1.3646e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 107074 members 
Entering Unmasked Estep 
Score: -13646326.000000 Penalty: 5751.391113
	Iteration 16Q: 3 clusters Score -1.364633e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 107319 members 
Entering Unmasked Estep 
Score: -13646509.000000 Penalty: 5751.391113
	Iteration 17Q: 3 clusters Score -1.364651e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 107464 members 
Entering Unmasked Estep 
Score: -13646596.000000 Penalty: 5751.391113
	Iteration 18Q: 3 clusters Score -1.36466e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 107561 members 
Entering Unmasked Estep 
Score: -13646655.000000 Penalty: 5751.391113
	Iteration 19Q: 3 clusters Score -1.364666e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 107621 members 
Entering Unmasked Estep 
Score: -13646719.000000 Penalty: 5751.391113
	Iteration 20F: 3 clusters Score -1.364672e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 107677 members 
Entering Unmasked Estep 
Score: -13646731.000000 Penalty: 5751.391113
	Iteration 21Q: 3 clusters Score -1.364673e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 107713 members 
Entering Unmasked Estep 
Score: -13646775.000000 Penalty: 5751.391113
	Iteration 22Q: 3 clusters Score -1.364678e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 107744 members 
Entering Unmasked Estep 
Score: -13646782.000000 Penalty: 5751.391113
	Iteration 23Q: 3 clusters Score -1.364678e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 107758 members 
Entering Unmasked Estep 
Score: -13646806.000000 Penalty: 5751.391113
	Iteration 24Q: 3 clusters Score -1.364681e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 107774 members 
Entering Unmasked Estep 
Score: -13646813.000000 Penalty: 5751.391113
	Iteration 25Q: 3 clusters Score -1.364681e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 107788 members 
Entering Unmasked Estep 
Score: -13646828.000000 Penalty: 5751.391113
	Iteration 26Q: 3 clusters Score -1.364683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 107790 members 
Entering Unmasked Estep 
Score: -13646833.000000 Penalty: 5751.391113
	Iteration 27Q: 3 clusters Score -1.364683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 107796 members 
Entering Unmasked Estep 
Score: -13646839.000000 Penalty: 5751.391113
	Iteration 28Q: 3 clusters Score -1.364684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 107802 members 
Entering Unmasked Estep 
Score: -13646849.000000 Penalty: 5751.391113
	Iteration 29Q: 3 clusters Score -1.364685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 107810 members 
Entering Unmasked Estep 
Score: -13646865.000000 Penalty: 5751.391113
	Iteration 30Q: 3 clusters Score -1.364686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 107818 members 
Entering Unmasked Estep 
Score: -13646878.000000 Penalty: 5751.391113
	Iteration 31Q: 3 clusters Score -1.364688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 107819 members 
Entering Unmasked Estep 
Score: -13646871.000000 Penalty: 5751.391113
	Iteration 32Q: 3 clusters Score -1.364687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 107826 members 
Entering Unmasked Estep 
Score: -13646876.000000 Penalty: 5751.391113
	Iteration 33Q: 3 clusters Score -1.364688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 107833 members 
Entering Unmasked Estep 
Score: -13646869.000000 Penalty: 5751.391113
	Iteration 34Q: 3 clusters Score -1.364687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 107838 members 
Entering Unmasked Estep 
Score: -13646883.000000 Penalty: 5751.391113
	Iteration 35Q: 3 clusters Score -1.364688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 107839 members 
Entering Unmasked Estep 
Score: -13646883.000000 Penalty: 5751.391113
	Iteration 36Q: 3 clusters Score -1.364688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 107844 members 
Entering Unmasked Estep 
Score: -13646894.000000 Penalty: 5751.391113
	Iteration 37Q: 3 clusters Score -1.364689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 107850 members 
Entering Unmasked Estep 
Score: -13646903.000000 Penalty: 5751.391113
	Iteration 38Q: 3 clusters Score -1.36469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 107855 members 
Entering Unmasked Estep 
Score: -13646896.000000 Penalty: 5751.391113
	Iteration 39Q: 3 clusters Score -1.36469e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 107855 members 
Entering Unmasked Estep 
Score: -13646900.000000 Penalty: 5751.391113
	Iteration 40F: 3 clusters Score -1.36469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 107855 members 
Entering Unmasked Estep 
Score: -13646909.000000 Penalty: 5751.391113
	Iteration 41Q: 3 clusters Score -1.364691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 107861 members 
Entering Unmasked Estep 
Score: -13646915.000000 Penalty: 5751.391113
	Iteration 42Q: 3 clusters Score -1.364692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 107862 members 
Entering Unmasked Estep 
Score: -13646918.000000 Penalty: 5751.391113
	Iteration 43Q: 3 clusters Score -1.364692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 107867 members 
Entering Unmasked Estep 
Score: -13646918.000000 Penalty: 5751.391113
	Iteration 44Q: 3 clusters Score -1.364692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 107871 members 
Entering Unmasked Estep 
Score: -13646920.000000 Penalty: 5751.391113
	Iteration 45Q: 3 clusters Score -1.364692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 107874 members 
Entering Unmasked Estep 
Score: -13646927.000000 Penalty: 5751.391113
	Iteration 46Q: 3 clusters Score -1.364693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 107873 members 
Entering Unmasked Estep 
Score: -13646929.000000 Penalty: 5751.391113
	Iteration 47Q: 3 clusters Score -1.364693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 107873 members 
Entering Unmasked Estep 
Score: -13646936.000000 Penalty: 5751.391113
	Iteration 48Q: 3 clusters Score -1.364694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 107874 members 
Entering Unmasked Estep 
Score: -13646937.000000 Penalty: 5751.391113
	Iteration 49Q: 3 clusters Score -1.364694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 107875 members 
Entering Unmasked Estep 
Score: -13646936.000000 Penalty: 5751.391113
	Iteration 50Q: 3 clusters Score -1.364694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 107877 members 
Entering Unmasked Estep 
Score: -13646938.000000 Penalty: 5751.391113
	Iteration 51Q: 3 clusters Score -1.364694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 107880 members 
Entering Unmasked Estep 
Score: -13646936.000000 Penalty: 5751.391113
	Iteration 52Q: 3 clusters Score -1.364694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 107882 members 
Entering Unmasked Estep 
Score: -13646947.000000 Penalty: 5751.391113
	Iteration 53Q: 3 clusters Score -1.364695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 107883 members 
Entering Unmasked Estep 
Score: -13646941.000000 Penalty: 5751.391113
	Iteration 54Q: 3 clusters Score -1.364694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 107883 members 
Entering Unmasked Estep 
Score: -13646941.000000 Penalty: 5751.391113
	Iteration 55F: 3 clusters Score -1.364694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Entering Unmasked Estep 
Score: -3624464.500000 Penalty: 2572.176025
	Iteration 0F: 2 clusters Score -3624464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -3602630.250000 Penalty: 5144.352051
	Iteration 0F: 3 clusters Score -3602630 nChanged 14423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -3610400.250000 Penalty: 5144.352051
	Iteration 1F: 3 clusters Score -3610400 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -3610901.250000 Penalty: 5144.352051
	Iteration 2Q: 3 clusters Score -3610901 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3611326.000000 Penalty: 5144.352051
	Iteration 3Q: 3 clusters Score -3611326 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -3611877.000000 Penalty: 5144.352051
	Iteration 4Q: 3 clusters Score -3611877 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -3612596.500000 Penalty: 5144.352051
	Iteration 5Q: 3 clusters Score -3612596 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -3613524.000000 Penalty: 5144.352051
	Iteration 6F: 3 clusters Score -3613524 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -3614776.250000 Penalty: 5144.352051
	Iteration 7F: 3 clusters Score -3614776 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -3616290.000000 Penalty: 5144.352051
	Iteration 8F: 3 clusters Score -3616290 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -3618031.250000 Penalty: 5144.352051
	Iteration 9F: 3 clusters Score -3618031 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -3619556.500000 Penalty: 5144.352051
	Iteration 10F: 3 clusters Score -3619556 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3620615.000000 Penalty: 5144.352051
	Iteration 11Q: 3 clusters Score -3620615 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3621328.500000 Penalty: 5144.352051
	Iteration 12Q: 3 clusters Score -3621328 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3621738.500000 Penalty: 5144.352051
	Iteration 13Q: 3 clusters Score -3621738 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3621960.250000 Penalty: 5144.352051
	Iteration 14Q: 3 clusters Score -3621960 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3622091.750000 Penalty: 5144.352051
	Iteration 15Q: 3 clusters Score -3622092 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3622153.750000 Penalty: 5144.352051
	Iteration 16Q: 3 clusters Score -3622154 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3622201.000000 Penalty: 5144.352051
	Iteration 17Q: 3 clusters Score -3622201 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3622236.000000 Penalty: 5144.352051
	Iteration 18Q: 3 clusters Score -3622236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3622258.000000 Penalty: 5144.352051
	Iteration 19Q: 3 clusters Score -3622258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3622269.500000 Penalty: 5144.352051
	Iteration 20F: 3 clusters Score -3622270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3622279.000000 Penalty: 5144.352051
	Iteration 21Q: 3 clusters Score -3622279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3622284.500000 Penalty: 5144.352051
	Iteration 22Q: 3 clusters Score -3622284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3622294.250000 Penalty: 5144.352051
	Iteration 23Q: 3 clusters Score -3622294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3622297.000000 Penalty: 5144.352051
	Iteration 24Q: 3 clusters Score -3622297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3622302.250000 Penalty: 5144.352051
	Iteration 25Q: 3 clusters Score -3622302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3622307.500000 Penalty: 5144.352051
	Iteration 26Q: 3 clusters Score -3622308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3622305.500000 Penalty: 5144.352051
	Iteration 27Q: 3 clusters Score -3622306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3622308.250000 Penalty: 5144.352051
	Iteration 28Q: 3 clusters Score -3622308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3622304.250000 Penalty: 5144.352051
	Iteration 29Q: 3 clusters Score -3622304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3622308.500000 Penalty: 5144.352051
	Iteration 30Q: 3 clusters Score -3622308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3622312.000000 Penalty: 5144.352051
	Iteration 31Q: 3 clusters Score -3622312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3622309.000000 Penalty: 5144.352051
	Iteration 32Q: 3 clusters Score -3622309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3622310.500000 Penalty: 5144.352051
	Iteration 33Q: 3 clusters Score -3622310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3622311.500000 Penalty: 5144.352051
	Iteration 34Q: 3 clusters Score -3622312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3622311.500000 Penalty: 5144.352051
	Iteration 35F: 3 clusters Score -3622312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76657 members 
Entering Unmasked Estep 
Score: -9272993.000000 Penalty: 2789.279785
	Iteration 0F: 2 clusters Score -9272993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -9221369.000000 Penalty: 5578.559570
	Iteration 0F: 3 clusters Score -9221369 nChanged 36115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -9241795.000000 Penalty: 5578.559570
	Iteration 1F: 3 clusters Score -9241795 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -9242698.000000 Penalty: 5578.559570
	Iteration 2Q: 3 clusters Score -9242698 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -9244177.000000 Penalty: 5578.559570
	Iteration 3Q: 3 clusters Score -9244177 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -9246703.000000 Penalty: 5578.559570
	Iteration 4F: 3 clusters Score -9246703 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -9250812.000000 Penalty: 5578.559570
	Iteration 5F: 3 clusters Score -9250812 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62001 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -9256458.000000 Penalty: 5578.559570
	Iteration 6F: 3 clusters Score -9256458 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68257 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -9262580.000000 Penalty: 5578.559570
	Iteration 7F: 3 clusters Score -9262580 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72741 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -9267082.000000 Penalty: 5578.559570
	Iteration 8F: 3 clusters Score -9267082 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75030 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -9269284.000000 Penalty: 5578.559570
	Iteration 9Q: 3 clusters Score -9269284 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75903 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9270077.000000 Penalty: 5578.559570
	Iteration 10Q: 3 clusters Score -9270077 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76181 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9270363.000000 Penalty: 5578.559570
	Iteration 11Q: 3 clusters Score -9270363 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76272 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9270442.000000 Penalty: 5578.559570
	Iteration 12Q: 3 clusters Score -9270442 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76306 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9270474.000000 Penalty: 5578.559570
	Iteration 13Q: 3 clusters Score -9270474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76323 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9270493.000000 Penalty: 5578.559570
	Iteration 14Q: 3 clusters Score -9270493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76322 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9270508.000000 Penalty: 5578.559570
	Iteration 15Q: 3 clusters Score -9270508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76327 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9270526.000000 Penalty: 5578.559570
	Iteration 16Q: 3 clusters Score -9270526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9270522.000000 Penalty: 5578.559570
	Iteration 17Q: 3 clusters Score -9270522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76337 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9270534.000000 Penalty: 5578.559570
	Iteration 18Q: 3 clusters Score -9270534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76342 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9270541.000000 Penalty: 5578.559570
	Iteration 19Q: 3 clusters Score -9270541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76343 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9270547.000000 Penalty: 5578.559570
	Iteration 20F: 3 clusters Score -9270547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9270551.000000 Penalty: 5578.559570
	Iteration 21Q: 3 clusters Score -9270551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76346 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9270556.000000 Penalty: 5578.559570
	Iteration 22Q: 3 clusters Score -9270556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76347 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9270555.000000 Penalty: 5578.559570
	Iteration 23Q: 3 clusters Score -9270555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76347 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9270554.000000 Penalty: 5578.559570
	Iteration 24Q: 3 clusters Score -9270554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76348 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9270559.000000 Penalty: 5578.559570
	Iteration 25Q: 3 clusters Score -9270559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9270554.000000 Penalty: 5578.559570
	Iteration 26Q: 3 clusters Score -9270554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76352 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9270563.000000 Penalty: 5578.559570
	Iteration 27Q: 3 clusters Score -9270563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76354 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9270568.000000 Penalty: 5578.559570
	Iteration 28Q: 3 clusters Score -9270568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76356 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9270567.000000 Penalty: 5578.559570
	Iteration 29Q: 3 clusters Score -9270567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76357 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9270567.000000 Penalty: 5578.559570
	Iteration 30Q: 3 clusters Score -9270567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76357 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9270570.000000 Penalty: 5578.559570
	Iteration 31Q: 3 clusters Score -9270570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76358 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9270577.000000 Penalty: 5578.559570
	Iteration 32Q: 3 clusters Score -9270577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9270580.000000 Penalty: 5578.559570
	Iteration 33Q: 3 clusters Score -9270580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9270589.000000 Penalty: 5578.559570
	Iteration 34Q: 3 clusters Score -9270589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76365 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9270591.000000 Penalty: 5578.559570
	Iteration 35Q: 3 clusters Score -9270591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76365 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9270591.000000 Penalty: 5578.559570
	Iteration 36F: 3 clusters Score -9270591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Entering Unmasked Estep 
Score: -2737314.250000 Penalty: 2478.152588
	Iteration 0F: 2 clusters Score -2737314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2722027.250000 Penalty: 4956.305176
	Iteration 0F: 3 clusters Score -2722027 nChanged 9655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2727214.000000 Penalty: 4956.305176
	Iteration 1F: 3 clusters Score -2727214 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2727733.500000 Penalty: 4956.305176
	Iteration 2F: 3 clusters Score -2727734 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2728282.750000 Penalty: 4956.305176
	Iteration 3F: 3 clusters Score -2728283 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2728966.500000 Penalty: 4956.305176
	Iteration 4F: 3 clusters Score -2728966 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2729732.750000 Penalty: 4956.305176
	Iteration 5F: 3 clusters Score -2729733 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2730634.000000 Penalty: 4956.305176
	Iteration 6F: 3 clusters Score -2730634 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2731591.000000 Penalty: 4956.305176
	Iteration 7F: 3 clusters Score -2731591 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2732528.250000 Penalty: 4956.305176
	Iteration 8F: 3 clusters Score -2732528 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2733232.750000 Penalty: 4956.305176
	Iteration 9Q: 3 clusters Score -2733233 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2733621.500000 Penalty: 4956.305176
	Iteration 10Q: 3 clusters Score -2733622 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2733880.250000 Penalty: 4956.305176
	Iteration 11Q: 3 clusters Score -2733880 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2734010.500000 Penalty: 4956.305176
	Iteration 12Q: 3 clusters Score -2734010 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2734128.500000 Penalty: 4956.305176
	Iteration 13Q: 3 clusters Score -2734128 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2734199.500000 Penalty: 4956.305176
	Iteration 14Q: 3 clusters Score -2734200 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2734274.750000 Penalty: 4956.305176
	Iteration 15Q: 3 clusters Score -2734275 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2734339.250000 Penalty: 4956.305176
	Iteration 16Q: 3 clusters Score -2734339 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2734386.000000 Penalty: 4956.305176
	Iteration 17Q: 3 clusters Score -2734386 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2734433.250000 Penalty: 4956.305176
	Iteration 18Q: 3 clusters Score -2734433 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2734484.000000 Penalty: 4956.305176
	Iteration 19Q: 3 clusters Score -2734484 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2734539.250000 Penalty: 4956.305176
	Iteration 20F: 3 clusters Score -2734539 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2734596.500000 Penalty: 4956.305176
	Iteration 21Q: 3 clusters Score -2734596 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2734637.750000 Penalty: 4956.305176
	Iteration 22Q: 3 clusters Score -2734638 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2734672.750000 Penalty: 4956.305176
	Iteration 23Q: 3 clusters Score -2734673 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2734685.750000 Penalty: 4956.305176
	Iteration 24Q: 3 clusters Score -2734686 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2734706.500000 Penalty: 4956.305176
	Iteration 25Q: 3 clusters Score -2734706 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2734726.250000 Penalty: 4956.305176
	Iteration 26Q: 3 clusters Score -2734726 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2734751.250000 Penalty: 4956.305176
	Iteration 27Q: 3 clusters Score -2734751 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2734770.500000 Penalty: 4956.305176
	Iteration 28Q: 3 clusters Score -2734770 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2734786.000000 Penalty: 4956.305176
	Iteration 29Q: 3 clusters Score -2734786 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2734799.000000 Penalty: 4956.305176
	Iteration 30Q: 3 clusters Score -2734799 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2734807.500000 Penalty: 4956.305176
	Iteration 31Q: 3 clusters Score -2734808 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2734810.000000 Penalty: 4956.305176
	Iteration 32Q: 3 clusters Score -2734810 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2734833.000000 Penalty: 4956.305176
	Iteration 33Q: 3 clusters Score -2734833 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2734838.500000 Penalty: 4956.305176
	Iteration 34Q: 3 clusters Score -2734838 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2734845.500000 Penalty: 4956.305176
	Iteration 35Q: 3 clusters Score -2734846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2734855.250000 Penalty: 4956.305176
	Iteration 36Q: 3 clusters Score -2734855 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2734873.250000 Penalty: 4956.305176
	Iteration 37Q: 3 clusters Score -2734873 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2734883.500000 Penalty: 4956.305176
	Iteration 38Q: 3 clusters Score -2734884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2734891.500000 Penalty: 4956.305176
	Iteration 39Q: 3 clusters Score -2734892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2734907.000000 Penalty: 4956.305176
	Iteration 40F: 3 clusters Score -2734907 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2734913.000000 Penalty: 4956.305176
	Iteration 41Q: 3 clusters Score -2734913 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2734915.750000 Penalty: 4956.305176
	Iteration 42Q: 3 clusters Score -2734916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2734919.500000 Penalty: 4956.305176
	Iteration 43Q: 3 clusters Score -2734920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2734925.250000 Penalty: 4956.305176
	Iteration 44Q: 3 clusters Score -2734925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2734918.500000 Penalty: 4956.305176
	Iteration 45Q: 3 clusters Score -2734918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2734924.500000 Penalty: 4956.305176
	Iteration 46Q: 3 clusters Score -2734924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2734930.250000 Penalty: 4956.305176
	Iteration 47Q: 3 clusters Score -2734930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2734932.750000 Penalty: 4956.305176
	Iteration 48Q: 3 clusters Score -2734933 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -2734943.750000 Penalty: 4956.305176
	Iteration 49Q: 3 clusters Score -2734944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2734958.250000 Penalty: 4956.305176
	Iteration 50Q: 3 clusters Score -2734958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2734954.250000 Penalty: 4956.305176
	Iteration 51Q: 3 clusters Score -2734954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2734956.250000 Penalty: 4956.305176
	Iteration 52Q: 3 clusters Score -2734956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2734961.500000 Penalty: 4956.305176
	Iteration 53Q: 3 clusters Score -2734962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2734961.750000 Penalty: 4956.305176
	Iteration 54Q: 3 clusters Score -2734962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2734961.500000 Penalty: 4956.305176
	Iteration 55Q: 3 clusters Score -2734962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2734963.250000 Penalty: 4956.305176
	Iteration 56Q: 3 clusters Score -2734963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2734956.750000 Penalty: 4956.305176
	Iteration 57Q: 3 clusters Score -2734957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2734961.500000 Penalty: 4956.305176
	Iteration 58Q: 3 clusters Score -2734962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -2734961.750000 Penalty: 4956.305176
	Iteration 59Q: 3 clusters Score -2734962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2734964.000000 Penalty: 4956.305176
	Iteration 60F: 3 clusters Score -2734964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2734960.500000 Penalty: 4956.305176
	Iteration 61Q: 3 clusters Score -2734960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -2734960.250000 Penalty: 4956.305176
	Iteration 62Q: 3 clusters Score -2734960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2734960.500000 Penalty: 4956.305176
	Iteration 63Q: 3 clusters Score -2734960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2734962.750000 Penalty: 4956.305176
	Iteration 64Q: 3 clusters Score -2734963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2734965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2734966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2734964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2734971.000000 Penalty: 4956.305176
	Iteration 68Q: 3 clusters Score -2734971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2734968.000000 Penalty: 4956.305176
	Iteration 69Q: 3 clusters Score -2734968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2734967.500000 Penalty: 4956.305176
	Iteration 70Q: 3 clusters Score -2734968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2734970.500000 Penalty: 4956.305176
	Iteration 71Q: 3 clusters Score -2734970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2734976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2734986.500000 Penalty: 4956.305176
	Iteration 73Q: 3 clusters Score -2734986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2734991.250000 Penalty: 4956.305176
	Iteration 74Q: 3 clusters Score -2734991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2734992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2734994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2734992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -2734989.500000 Penalty: 4956.305176
	Iteration 78Q: 3 clusters Score -2734990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2734996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2734989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2734997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2735002.500000 Penalty: 4956.305176
	Iteration 82Q: 3 clusters Score -2735002 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2735008.500000 Penalty: 4956.305176
	Iteration 83Q: 3 clusters Score -2735008 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2735011.000000 Penalty: 4956.305176
	Iteration 84Q: 3 clusters Score -2735011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2735015.250000 Penalty: 4956.305176
	Iteration 85Q: 3 clusters Score -2735015 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2735017.000000 Penalty: 4956.305176
	Iteration 86Q: 3 clusters Score -2735017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2735018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2735021.000000 Penalty: 4956.305176
	Iteration 88Q: 3 clusters Score -2735021 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2735027 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2735026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2735025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2735028.250000 Penalty: 4956.305176
	Iteration 92Q: 3 clusters Score -2735028 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2735035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2735031.750000 Penalty: 4956.305176
	Iteration 94Q: 3 clusters Score -2735032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2735034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2735033.250000 Penalty: 4956.305176
	Iteration 96Q: 3 clusters Score -2735033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2735034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2735036.000000 Penalty: 4956.305176
	Iteration 98Q: 3 clusters Score -2735036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2735039.250000 Penalty: 4956.305176
	Iteration 99Q: 3 clusters Score -2735039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2735042.000000 Penalty: 4956.305176
	Iteration 100F: 3 clusters Score -2735042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2735049.000000 Penalty: 4956.305176
	Iteration 101Q: 3 clusters Score -2735049 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2735058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2735056.250000 Penalty: 4956.305176
	Iteration 103Q: 3 clusters Score -2735056 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2735063 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2735063 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2735067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2735070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2735068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2735071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2735068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2735066 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2735075.250000 Penalty: 4956.305176
	Iteration 112Q: 3 clusters Score -2735075 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2735076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2735075 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2735074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2735087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2735088.750000 Penalty: 4956.305176
	Iteration 117Q: 3 clusters Score -2735089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2735092.250000 Penalty: 4956.305176
	Iteration 118Q: 3 clusters Score -2735092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2735094.250000 Penalty: 4956.305176
	Iteration 119Q: 3 clusters Score -2735094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2735111.500000 Penalty: 4956.305176
	Iteration 120F: 3 clusters Score -2735112 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2735117.750000 Penalty: 4956.305176
	Iteration 121Q: 3 clusters Score -2735118 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -2735133.250000 Penalty: 4956.305176
	Iteration 122Q: 3 clusters Score -2735133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2735143.000000 Penalty: 4956.305176
	Iteration 123Q: 3 clusters Score -2735143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2735144.500000 Penalty: 4956.305176
	Iteration 124Q: 3 clusters Score -2735144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -2735146.750000 Penalty: 4956.305176
	Iteration 125Q: 3 clusters Score -2735147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2735153.500000 Penalty: 4956.305176
	Iteration 126Q: 3 clusters Score -2735154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2735161.000000 Penalty: 4956.305176
	Iteration 127Q: 3 clusters Score -2735161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -2735166.750000 Penalty: 4956.305176
	Iteration 128Q: 3 clusters Score -2735167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2735175.750000 Penalty: 4956.305176
	Iteration 129Q: 3 clusters Score -2735176 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2735192.750000 Penalty: 4956.305176
	Iteration 130Q: 3 clusters Score -2735193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2735203.250000 Penalty: 4956.305176
	Iteration 131Q: 3 clusters Score -2735203 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2735210.250000 Penalty: 4956.305176
	Iteration 132Q: 3 clusters Score -2735210 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2735212.500000 Penalty: 4956.305176
	Iteration 133Q: 3 clusters Score -2735212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2735217.000000 Penalty: 4956.305176
	Iteration 134Q: 3 clusters Score -2735217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -2735221.000000 Penalty: 4956.305176
	Iteration 135Q: 3 clusters Score -2735221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2735227.500000 Penalty: 4956.305176
	Iteration 136Q: 3 clusters Score -2735228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2735223.250000 Penalty: 4956.305176
	Iteration 137Q: 3 clusters Score -2735223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -2735226.500000 Penalty: 4956.305176
	Iteration 138Q: 3 clusters Score -2735226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2735228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -2735228.000000 Penalty: 4956.305176
	Iteration 140F: 3 clusters Score -2735228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -2735227.750000 Penalty: 4956.305176
	Iteration 141Q: 3 clusters Score -2735228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -2735232.750000 Penalty: 4956.305176
	Iteration 142Q: 3 clusters Score -2735233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2735233.250000 Penalty: 4956.305176
	Iteration 143Q: 3 clusters Score -2735233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2735237.250000 Penalty: 4956.305176
	Iteration 144Q: 3 clusters Score -2735237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2735232.000000 Penalty: 4956.305176
	Iteration 145Q: 3 clusters Score -2735232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2735232.750000 Penalty: 4956.305176
	Iteration 146Q: 3 clusters Score -2735233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2735241.750000 Penalty: 4956.305176
	Iteration 147Q: 3 clusters Score -2735242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2735246.000000 Penalty: 4956.305176
	Iteration 148Q: 3 clusters Score -2735246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2735248.500000 Penalty: 4956.305176
	Iteration 149Q: 3 clusters Score -2735248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2735247.000000 Penalty: 4956.305176
	Iteration 150Q: 3 clusters Score -2735247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2735251.500000 Penalty: 4956.305176
	Iteration 151Q: 3 clusters Score -2735252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2735250.250000 Penalty: 4956.305176
	Iteration 152Q: 3 clusters Score -2735250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2735248.000000 Penalty: 4956.305176
	Iteration 153Q: 3 clusters Score -2735248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2735252.250000 Penalty: 4956.305176
	Iteration 154Q: 3 clusters Score -2735252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2735254.000000 Penalty: 4956.305176
	Iteration 155Q: 3 clusters Score -2735254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -2735257.750000 Penalty: 4956.305176
	Iteration 156Q: 3 clusters Score -2735258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2735258.500000 Penalty: 4956.305176
	Iteration 157Q: 3 clusters Score -2735258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2735258.250000 Penalty: 4956.305176
	Iteration 158Q: 3 clusters Score -2735258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2735261.500000 Penalty: 4956.305176
	Iteration 159Q: 3 clusters Score -2735262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2735259.250000 Penalty: 4956.305176
	Iteration 160F: 3 clusters Score -2735259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2735259.250000 Penalty: 4956.305176
	Iteration 161Q: 3 clusters Score -2735259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -2735259.250000 Penalty: 4956.305176
	Iteration 162Q: 3 clusters Score -2735259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2735264.500000 Penalty: 4956.305176
	Iteration 163Q: 3 clusters Score -2735264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2735263.500000 Penalty: 4956.305176
	Iteration 164Q: 3 clusters Score -2735264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2735266.250000 Penalty: 4956.305176
	Iteration 165Q: 3 clusters Score -2735266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -2735259.750000 Penalty: 4956.305176
	Iteration 166Q: 3 clusters Score -2735260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2735257.500000 Penalty: 4956.305176
	Iteration 167Q: 3 clusters Score -2735258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2735259.750000 Penalty: 4956.305176
	Iteration 168Q: 3 clusters Score -2735260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -2735266.250000 Penalty: 4956.305176
	Iteration 169Q: 3 clusters Score -2735266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -2735264.000000 Penalty: 4956.305176
	Iteration 170Q: 3 clusters Score -2735264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2735269.500000 Penalty: 4956.305176
	Iteration 171Q: 3 clusters Score -2735270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -2735265.250000 Penalty: 4956.305176
	Iteration 172Q: 3 clusters Score -2735265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2735269.500000 Penalty: 4956.305176
	Iteration 173Q: 3 clusters Score -2735270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2735270.000000 Penalty: 4956.305176
	Iteration 174Q: 3 clusters Score -2735270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2735276.000000 Penalty: 4956.305176
	Iteration 175Q: 3 clusters Score -2735276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2735274.250000 Penalty: 4956.305176
	Iteration 176Q: 3 clusters Score -2735274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2735274.250000 Penalty: 4956.305176
	Iteration 177F: 3 clusters Score -2735274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Entering Unmasked Estep 
Score: -493071.156250 Penalty: 2068.787842
	Iteration 0F: 2 clusters Score -493071.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -489048.156250 Penalty: 4137.575684
	Iteration 0F: 3 clusters Score -489048.2 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -489959.281250 Penalty: 4137.575684
	Iteration 1F: 3 clusters Score -489959.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -490179.375000 Penalty: 4137.575684
	Iteration 2F: 3 clusters Score -490179.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -490337.343750 Penalty: 4137.575684
	Iteration 3F: 3 clusters Score -490337.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -490449.250000 Penalty: 4137.575684
	Iteration 4Q: 3 clusters Score -490449.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -490533.937500 Penalty: 4137.575684
	Iteration 5Q: 3 clusters Score -490533.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -490598.625000 Penalty: 4137.575684
	Iteration 6Q: 3 clusters Score -490598.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -490650.031250 Penalty: 4137.575684
	Iteration 7Q: 3 clusters Score -490650 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -490696.125000 Penalty: 4137.575684
	Iteration 8Q: 3 clusters Score -490696.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -490735.250000 Penalty: 4137.575684
	Iteration 9Q: 3 clusters Score -490735.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -490768.437500 Penalty: 4137.575684
	Iteration 10Q: 3 clusters Score -490768.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -490799.343750 Penalty: 4137.575684
	Iteration 11Q: 3 clusters Score -490799.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -490828.031250 Penalty: 4137.575684
	Iteration 12Q: 3 clusters Score -490828 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -490847.562500 Penalty: 4137.575684
	Iteration 13Q: 3 clusters Score -490847.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -490861.750000 Penalty: 4137.575684
	Iteration 14Q: 3 clusters Score -490861.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -490873.906250 Penalty: 4137.575684
	Iteration 15Q: 3 clusters Score -490873.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -490881.218750 Penalty: 4137.575684
	Iteration 16Q: 3 clusters Score -490881.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -490890.125000 Penalty: 4137.575684
	Iteration 17Q: 3 clusters Score -490890.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -490897.875000 Penalty: 4137.575684
	Iteration 18Q: 3 clusters Score -490897.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -490904.281250 Penalty: 4137.575684
	Iteration 19Q: 3 clusters Score -490904.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -490908.906250 Penalty: 4137.575684
	Iteration 20F: 3 clusters Score -490908.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -490916.656250 Penalty: 4137.575684
	Iteration 21Q: 3 clusters Score -490916.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -490923.687500 Penalty: 4137.575684
	Iteration 22Q: 3 clusters Score -490923.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -490931.000000 Penalty: 4137.575684
	Iteration 23Q: 3 clusters Score -490931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -490943.250000 Penalty: 4137.575684
	Iteration 24Q: 3 clusters Score -490943.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -490953.500000 Penalty: 4137.575684
	Iteration 25Q: 3 clusters Score -490953.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -490963.406250 Penalty: 4137.575684
	Iteration 26Q: 3 clusters Score -490963.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -490977.000000 Penalty: 4137.575684
	Iteration 27Q: 3 clusters Score -490977 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -490992.250000 Penalty: 4137.575684
	Iteration 28Q: 3 clusters Score -490992.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -491008.312500 Penalty: 4137.575684
	Iteration 29Q: 3 clusters Score -491008.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -491019.062500 Penalty: 4137.575684
	Iteration 30Q: 3 clusters Score -491019.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -491031.093750 Penalty: 4137.575684
	Iteration 31Q: 3 clusters Score -491031.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -491040.437500 Penalty: 4137.575684
	Iteration 32Q: 3 clusters Score -491040.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -491050.593750 Penalty: 4137.575684
	Iteration 33Q: 3 clusters Score -491050.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -491060.625000 Penalty: 4137.575684
	Iteration 34Q: 3 clusters Score -491060.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -491071.156250 Penalty: 4137.575684
	Iteration 35Q: 3 clusters Score -491071.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -491086.718750 Penalty: 4137.575684
	Iteration 36Q: 3 clusters Score -491086.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -491096.718750 Penalty: 4137.575684
	Iteration 37Q: 3 clusters Score -491096.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -491107.187500 Penalty: 4137.575684
	Iteration 38Q: 3 clusters Score -491107.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -491113.437500 Penalty: 4137.575684
	Iteration 39Q: 3 clusters Score -491113.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -491120.500000 Penalty: 4137.575684
	Iteration 40F: 3 clusters Score -491120.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -491126.781250 Penalty: 4137.575684
	Iteration 41Q: 3 clusters Score -491126.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -491131.687500 Penalty: 4137.575684
	Iteration 42Q: 3 clusters Score -491131.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -491136.968750 Penalty: 4137.575684
	Iteration 43Q: 3 clusters Score -491137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -491142.187500 Penalty: 4137.575684
	Iteration 44Q: 3 clusters Score -491142.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -491146.656250 Penalty: 4137.575684
	Iteration 45Q: 3 clusters Score -491146.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -491151.218750 Penalty: 4137.575684
	Iteration 46Q: 3 clusters Score -491151.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -491152.375000 Penalty: 4137.575684
	Iteration 47Q: 3 clusters Score -491152.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -491156.968750 Penalty: 4137.575684
	Iteration 48Q: 3 clusters Score -491157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -491161.812500 Penalty: 4137.575684
	Iteration 49Q: 3 clusters Score -491161.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -491164.375000 Penalty: 4137.575684
	Iteration 50Q: 3 clusters Score -491164.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -491167.218750 Penalty: 4137.575684
	Iteration 51Q: 3 clusters Score -491167.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -491169.968750 Penalty: 4137.575684
	Iteration 52Q: 3 clusters Score -491170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -491171.875000 Penalty: 4137.575684
	Iteration 53Q: 3 clusters Score -491171.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -491173.531250 Penalty: 4137.575684
	Iteration 54Q: 3 clusters Score -491173.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -491175.593750 Penalty: 4137.575684
	Iteration 55Q: 3 clusters Score -491175.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -491179.125000 Penalty: 4137.575684
	Iteration 56Q: 3 clusters Score -491179.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -491182.312500 Penalty: 4137.575684
	Iteration 57Q: 3 clusters Score -491182.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -491185.468750 Penalty: 4137.575684
	Iteration 58Q: 3 clusters Score -491185.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -491189.125000 Penalty: 4137.575684
	Iteration 59Q: 3 clusters Score -491189.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -491189.875000 Penalty: 4137.575684
	Iteration 60F: 3 clusters Score -491189.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -491190.406250 Penalty: 4137.575684
	Iteration 61Q: 3 clusters Score -491190.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -491190.593750 Penalty: 4137.575684
	Iteration 62Q: 3 clusters Score -491190.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -491190.593750 Penalty: 4137.575684
	Iteration 63F: 3 clusters Score -491190.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Entering Unmasked Estep 
Score: -2736142.000000 Penalty: 2482.113770
	Iteration 0F: 2 clusters Score -2736142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2720644.500000 Penalty: 4964.227539
	Iteration 0F: 3 clusters Score -2720644 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2725982.750000 Penalty: 4964.227539
	Iteration 1F: 3 clusters Score -2725983 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2726352.250000 Penalty: 4964.227539
	Iteration 2F: 3 clusters Score -2726352 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2726635.250000 Penalty: 4964.227539
	Iteration 3Q: 3 clusters Score -2726635 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2726871.000000 Penalty: 4964.227539
	Iteration 4Q: 3 clusters Score -2726871 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2727073.000000 Penalty: 4964.227539
	Iteration 5Q: 3 clusters Score -2727073 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2727280.750000 Penalty: 4964.227539
	Iteration 6Q: 3 clusters Score -2727281 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2727578.250000 Penalty: 4964.227539
	Iteration 7Q: 3 clusters Score -2727578 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2727945.750000 Penalty: 4964.227539
	Iteration 8Q: 3 clusters Score -2727946 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2728515.000000 Penalty: 4964.227539
	Iteration 9Q: 3 clusters Score -2728515 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2729343.000000 Penalty: 4964.227539
	Iteration 10F: 3 clusters Score -2729343 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2730407.250000 Penalty: 4964.227539
	Iteration 11F: 3 clusters Score -2730407 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2731579.250000 Penalty: 4964.227539
	Iteration 12F: 3 clusters Score -2731579 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2732537.250000 Penalty: 4964.227539
	Iteration 13Q: 3 clusters Score -2732537 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2733172.500000 Penalty: 4964.227539
	Iteration 14Q: 3 clusters Score -2733172 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2733526.500000 Penalty: 4964.227539
	Iteration 15Q: 3 clusters Score -2733526 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -2733719.250000 Penalty: 4964.227539
	Iteration 16Q: 3 clusters Score -2733719 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -2733803.500000 Penalty: 4964.227539
	Iteration 17Q: 3 clusters Score -2733804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -2733842.750000 Penalty: 4964.227539
	Iteration 18Q: 3 clusters Score -2733843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -2733871.500000 Penalty: 4964.227539
	Iteration 19Q: 3 clusters Score -2733872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -2733896.250000 Penalty: 4964.227539
	Iteration 20F: 3 clusters Score -2733896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -2733906.500000 Penalty: 4964.227539
	Iteration 21Q: 3 clusters Score -2733906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -2733908.500000 Penalty: 4964.227539
	Iteration 22Q: 3 clusters Score -2733908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -2733911.250000 Penalty: 4964.227539
	Iteration 23Q: 3 clusters Score -2733911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -2733911.250000 Penalty: 4964.227539
	Iteration 24F: 3 clusters Score -2733911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Entering Unmasked Estep 
Score: -3020306.250000 Penalty: 2511.801025
	Iteration 0F: 2 clusters Score -3020306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -3002737.250000 Penalty: 5023.602051
	Iteration 0F: 3 clusters Score -3002737 nChanged 11203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -3008789.750000 Penalty: 5023.602051
	Iteration 1F: 3 clusters Score -3008790 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -3009316.250000 Penalty: 5023.602051
	Iteration 2F: 3 clusters Score -3009316 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3009864.000000 Penalty: 5023.602051
	Iteration 3F: 3 clusters Score -3009864 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -3010451.750000 Penalty: 5023.602051
	Iteration 4F: 3 clusters Score -3010452 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -3011114.000000 Penalty: 5023.602051
	Iteration 5F: 3 clusters Score -3011114 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -3011905.250000 Penalty: 5023.602051
	Iteration 6F: 3 clusters Score -3011905 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -3012820.500000 Penalty: 5023.602051
	Iteration 7F: 3 clusters Score -3012820 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -3013850.500000 Penalty: 5023.602051
	Iteration 8F: 3 clusters Score -3013850 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -3015042.500000 Penalty: 5023.602051
	Iteration 9F: 3 clusters Score -3015042 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -3016159.000000 Penalty: 5023.602051
	Iteration 10F: 3 clusters Score -3016159 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -3017180.500000 Penalty: 5023.602051
	Iteration 11Q: 3 clusters Score -3017180 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -3017964.250000 Penalty: 5023.602051
	Iteration 12Q: 3 clusters Score -3017964 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -3018473.500000 Penalty: 5023.602051
	Iteration 13Q: 3 clusters Score -3018474 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -3018769.000000 Penalty: 5023.602051
	Iteration 14Q: 3 clusters Score -3018769 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -3018967.250000 Penalty: 5023.602051
	Iteration 15Q: 3 clusters Score -3018967 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -3019073.750000 Penalty: 5023.602051
	Iteration 16Q: 3 clusters Score -3019074 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -3019143.250000 Penalty: 5023.602051
	Iteration 17Q: 3 clusters Score -3019143 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -3019191.250000 Penalty: 5023.602051
	Iteration 18Q: 3 clusters Score -3019191 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -3019228.000000 Penalty: 5023.602051
	Iteration 19Q: 3 clusters Score -3019228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -3019245.500000 Penalty: 5023.602051
	Iteration 20F: 3 clusters Score -3019246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -3019248.000000 Penalty: 5023.602051
	Iteration 21Q: 3 clusters Score -3019248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -3019259.250000 Penalty: 5023.602051
	Iteration 22Q: 3 clusters Score -3019259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -3019261.750000 Penalty: 5023.602051
	Iteration 23Q: 3 clusters Score -3019262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -3019261.250000 Penalty: 5023.602051
	Iteration 24Q: 3 clusters Score -3019261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -3019258.250000 Penalty: 5023.602051
	Iteration 25Q: 3 clusters Score -3019258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -3019266.250000 Penalty: 5023.602051
	Iteration 26Q: 3 clusters Score -3019266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -3019266.250000 Penalty: 5023.602051
	Iteration 27Q: 3 clusters Score -3019266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -3019264.250000 Penalty: 5023.602051
	Iteration 28Q: 3 clusters Score -3019264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -3019265.750000 Penalty: 5023.602051
	Iteration 29Q: 3 clusters Score -3019266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -3019263.000000 Penalty: 5023.602051
	Iteration 30Q: 3 clusters Score -3019263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -3019263.000000 Penalty: 5023.602051
	Iteration 31F: 3 clusters Score -3019263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (140093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140093 members 
Entering Unmasked Estep 
Score: -17560690.000000 Penalty: 2938.815186
	Iteration 0F: 2 clusters Score -1.756069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69962 members 
Mstep: Class 2 contains 70131 members 
Entering Unmasked Estep 
Score: -17466382.000000 Penalty: 5877.630371
	Iteration 0F: 3 clusters Score -1.746638e+07 nChanged 67013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69153 members 
Mstep: Class 2 contains 70940 members 
Entering Unmasked Estep 
Score: -17505574.000000 Penalty: 5877.630371
	Iteration 1F: 3 clusters Score -1.750557e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69001 members 
Mstep: Class 2 contains 71092 members 
Entering Unmasked Estep 
Score: -17507192.000000 Penalty: 5877.630371
	Iteration 2Q: 3 clusters Score -1.750719e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69056 members 
Mstep: Class 2 contains 71037 members 
Entering Unmasked Estep 
Score: -17509302.000000 Penalty: 5877.630371
	Iteration 3Q: 3 clusters Score -1.75093e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69385 members 
Mstep: Class 2 contains 70708 members 
Entering Unmasked Estep 
Score: -17512354.000000 Penalty: 5877.630371
	Iteration 4Q: 3 clusters Score -1.751235e+07 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70224 members 
Mstep: Class 2 contains 69869 members 
Entering Unmasked Estep 
Score: -17516352.000000 Penalty: 5877.630371
	Iteration 5F: 3 clusters Score -1.751635e+07 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71805 members 
Mstep: Class 2 contains 68288 members 
Entering Unmasked Estep 
Score: -17521794.000000 Penalty: 5877.630371
	Iteration 6F: 3 clusters Score -1.752179e+07 nChanged 9389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73874 members 
Mstep: Class 2 contains 66219 members 
Entering Unmasked Estep 
Score: -17527964.000000 Penalty: 5877.630371
	Iteration 7F: 3 clusters Score -1.752796e+07 nChanged 9290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76234 members 
Mstep: Class 2 contains 63859 members 
Entering Unmasked Estep 
Score: -17534264.000000 Penalty: 5877.630371
	Iteration 8F: 3 clusters Score -1.753426e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78279 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
Score: -17538650.000000 Penalty: 5877.630371
	Iteration 9F: 3 clusters Score -1.753865e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80050 members 
Mstep: Class 2 contains 60043 members 
Entering Unmasked Estep 
Score: -17541078.000000 Penalty: 5877.630371
	Iteration 10Q: 3 clusters Score -1.754108e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81705 members 
Mstep: Class 2 contains 58388 members 
Entering Unmasked Estep 
Score: -17542002.000000 Penalty: 5877.630371
	Iteration 11Q: 3 clusters Score -1.7542e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83321 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -17542710.000000 Penalty: 5877.630371
	Iteration 12Q: 3 clusters Score -1.754271e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85063 members 
Mstep: Class 2 contains 55030 members 
Entering Unmasked Estep 
Score: -17543264.000000 Penalty: 5877.630371
	Iteration 13Q: 3 clusters Score -1.754326e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86910 members 
Mstep: Class 2 contains 53183 members 
Entering Unmasked Estep 
Score: -17543884.000000 Penalty: 5877.630371
	Iteration 14Q: 3 clusters Score -1.754388e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88814 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -17544392.000000 Penalty: 5877.630371
	Iteration 15Q: 3 clusters Score -1.754439e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90758 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -17545054.000000 Penalty: 5877.630371
	Iteration 16Q: 3 clusters Score -1.754505e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92838 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -17545806.000000 Penalty: 5877.630371
	Iteration 17Q: 3 clusters Score -1.754581e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94971 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -17546512.000000 Penalty: 5877.630371
	Iteration 18Q: 3 clusters Score -1.754651e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97229 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -17547240.000000 Penalty: 5877.630371
	Iteration 19Q: 3 clusters Score -1.754724e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99473 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -17547950.000000 Penalty: 5877.630371
	Iteration 20F: 3 clusters Score -1.754795e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101627 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -17548526.000000 Penalty: 5877.630371
	Iteration 21Q: 3 clusters Score -1.754853e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103741 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -17549262.000000 Penalty: 5877.630371
	Iteration 22Q: 3 clusters Score -1.754926e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105760 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -17549860.000000 Penalty: 5877.630371
	Iteration 23Q: 3 clusters Score -1.754986e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107805 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -17550450.000000 Penalty: 5877.630371
	Iteration 24Q: 3 clusters Score -1.755045e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109839 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -17551000.000000 Penalty: 5877.630371
	Iteration 25Q: 3 clusters Score -1.7551e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111902 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -17551776.000000 Penalty: 5877.630371
	Iteration 26Q: 3 clusters Score -1.755178e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113882 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -17552430.000000 Penalty: 5877.630371
	Iteration 27Q: 3 clusters Score -1.755243e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115774 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -17552920.000000 Penalty: 5877.630371
	Iteration 28Q: 3 clusters Score -1.755292e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117647 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -17553470.000000 Penalty: 5877.630371
	Iteration 29Q: 3 clusters Score -1.755347e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119502 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -17554102.000000 Penalty: 5877.630371
	Iteration 30Q: 3 clusters Score -1.75541e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121261 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -17554788.000000 Penalty: 5877.630371
	Iteration 31Q: 3 clusters Score -1.755479e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122857 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -17555268.000000 Penalty: 5877.630371
	Iteration 32Q: 3 clusters Score -1.755527e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124378 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -17555752.000000 Penalty: 5877.630371
	Iteration 33Q: 3 clusters Score -1.755575e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125787 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -17556190.000000 Penalty: 5877.630371
	Iteration 34Q: 3 clusters Score -1.755619e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127144 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -17556660.000000 Penalty: 5877.630371
	Iteration 35Q: 3 clusters Score -1.755666e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128413 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -17557046.000000 Penalty: 5877.630371
	Iteration 36Q: 3 clusters Score -1.755705e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129554 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -17557528.000000 Penalty: 5877.630371
	Iteration 37Q: 3 clusters Score -1.755753e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130555 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -17557856.000000 Penalty: 5877.630371
	Iteration 38Q: 3 clusters Score -1.755786e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131451 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -17558202.000000 Penalty: 5877.630371
	Iteration 39Q: 3 clusters Score -1.75582e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132225 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -17558472.000000 Penalty: 5877.630371
	Iteration 40F: 3 clusters Score -1.755847e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132888 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -17558628.000000 Penalty: 5877.630371
	Iteration 41Q: 3 clusters Score -1.755863e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133469 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -17558820.000000 Penalty: 5877.630371
	Iteration 42Q: 3 clusters Score -1.755882e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133985 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -17559000.000000 Penalty: 5877.630371
	Iteration 43Q: 3 clusters Score -1.7559e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134407 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -17559062.000000 Penalty: 5877.630371
	Iteration 44Q: 3 clusters Score -1.755906e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134806 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -17559228.000000 Penalty: 5877.630371
	Iteration 45Q: 3 clusters Score -1.755923e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135146 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -17559258.000000 Penalty: 5877.630371
	Iteration 46Q: 3 clusters Score -1.755926e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135434 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -17559318.000000 Penalty: 5877.630371
	Iteration 47Q: 3 clusters Score -1.755932e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135678 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -17559410.000000 Penalty: 5877.630371
	Iteration 48Q: 3 clusters Score -1.755941e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135904 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -17559486.000000 Penalty: 5877.630371
	Iteration 49Q: 3 clusters Score -1.755949e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136096 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -17559592.000000 Penalty: 5877.630371
	Iteration 50Q: 3 clusters Score -1.755959e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136267 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -17559630.000000 Penalty: 5877.630371
	Iteration 51Q: 3 clusters Score -1.755963e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136431 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -17559710.000000 Penalty: 5877.630371
	Iteration 52Q: 3 clusters Score -1.755971e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136556 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -17559730.000000 Penalty: 5877.630371
	Iteration 53Q: 3 clusters Score -1.755973e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136669 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -17559744.000000 Penalty: 5877.630371
	Iteration 54Q: 3 clusters Score -1.755974e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136768 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -17559792.000000 Penalty: 5877.630371
	Iteration 55Q: 3 clusters Score -1.755979e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136854 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -17559820.000000 Penalty: 5877.630371
	Iteration 56Q: 3 clusters Score -1.755982e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136921 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -17559848.000000 Penalty: 5877.630371
	Iteration 57Q: 3 clusters Score -1.755985e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136971 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -17559850.000000 Penalty: 5877.630371
	Iteration 58Q: 3 clusters Score -1.755985e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137007 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -17559848.000000 Penalty: 5877.630371
	Iteration 59Q: 3 clusters Score -1.755985e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137046 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -17559874.000000 Penalty: 5877.630371
	Iteration 60F: 3 clusters Score -1.755987e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137073 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -17559886.000000 Penalty: 5877.630371
	Iteration 61Q: 3 clusters Score -1.755989e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137094 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -17559876.000000 Penalty: 5877.630371
	Iteration 62Q: 3 clusters Score -1.755988e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137113 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -17559876.000000 Penalty: 5877.630371
	Iteration 63Q: 3 clusters Score -1.755988e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137134 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -17559862.000000 Penalty: 5877.630371
	Iteration 64Q: 3 clusters Score -1.755986e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137165 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -17559890.000000 Penalty: 5877.630371
	Iteration 65Q: 3 clusters Score -1.755989e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137187 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -17559898.000000 Penalty: 5877.630371
	Iteration 66Q: 3 clusters Score -1.75599e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137204 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -17559908.000000 Penalty: 5877.630371
	Iteration 67Q: 3 clusters Score -1.755991e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137210 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -17559894.000000 Penalty: 5877.630371
	Iteration 68Q: 3 clusters Score -1.755989e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137216 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -17559914.000000 Penalty: 5877.630371
	Iteration 69Q: 3 clusters Score -1.755991e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137224 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -17559944.000000 Penalty: 5877.630371
	Iteration 70Q: 3 clusters Score -1.755994e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137227 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -17559936.000000 Penalty: 5877.630371
	Iteration 71Q: 3 clusters Score -1.755994e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137236 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -17559948.000000 Penalty: 5877.630371
	Iteration 72Q: 3 clusters Score -1.755995e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137254 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -17559930.000000 Penalty: 5877.630371
	Iteration 73Q: 3 clusters Score -1.755993e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137267 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -17559934.000000 Penalty: 5877.630371
	Iteration 74Q: 3 clusters Score -1.755993e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137279 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -17559928.000000 Penalty: 5877.630371
	Iteration 75Q: 3 clusters Score -1.755993e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137290 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -17559934.000000 Penalty: 5877.630371
	Iteration 76Q: 3 clusters Score -1.755993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137297 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -17559938.000000 Penalty: 5877.630371
	Iteration 77Q: 3 clusters Score -1.755994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137302 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -17559944.000000 Penalty: 5877.630371
	Iteration 78Q: 3 clusters Score -1.755994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137306 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -17559940.000000 Penalty: 5877.630371
	Iteration 79Q: 3 clusters Score -1.755994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137310 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -17559936.000000 Penalty: 5877.630371
	Iteration 80F: 3 clusters Score -1.755994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137312 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -17559940.000000 Penalty: 5877.630371
	Iteration 81Q: 3 clusters Score -1.755994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137314 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -17559952.000000 Penalty: 5877.630371
	Iteration 82Q: 3 clusters Score -1.755995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137317 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -17559946.000000 Penalty: 5877.630371
	Iteration 83Q: 3 clusters Score -1.755995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137323 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -17559948.000000 Penalty: 5877.630371
	Iteration 84Q: 3 clusters Score -1.755995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137329 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -17559944.000000 Penalty: 5877.630371
	Iteration 85Q: 3 clusters Score -1.755994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137334 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -17559942.000000 Penalty: 5877.630371
	Iteration 86Q: 3 clusters Score -1.755994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137342 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -17559934.000000 Penalty: 5877.630371
	Iteration 87Q: 3 clusters Score -1.755993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137342 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -17559920.000000 Penalty: 5877.630371
	Iteration 88Q: 3 clusters Score -1.755992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137343 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -17559924.000000 Penalty: 5877.630371
	Iteration 89Q: 3 clusters Score -1.755992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137344 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -17559920.000000 Penalty: 5877.630371
	Iteration 90Q: 3 clusters Score -1.755992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137344 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -17559920.000000 Penalty: 5877.630371
	Iteration 91Q: 3 clusters Score -1.755992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137345 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -17559924.000000 Penalty: 5877.630371
	Iteration 92Q: 3 clusters Score -1.755992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137350 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -17559944.000000 Penalty: 5877.630371
	Iteration 93Q: 3 clusters Score -1.755994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137352 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -17559940.000000 Penalty: 5877.630371
	Iteration 94Q: 3 clusters Score -1.755994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137354 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -17559932.000000 Penalty: 5877.630371
	Iteration 95Q: 3 clusters Score -1.755993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137356 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -17559934.000000 Penalty: 5877.630371
	Iteration 96Q: 3 clusters Score -1.755993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137358 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -17559926.000000 Penalty: 5877.630371
	Iteration 97Q: 3 clusters Score -1.755993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137359 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -17559938.000000 Penalty: 5877.630371
	Iteration 98Q: 3 clusters Score -1.755994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137360 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -17559934.000000 Penalty: 5877.630371
	Iteration 99Q: 3 clusters Score -1.755993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137362 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -17559940.000000 Penalty: 5877.630371
	Iteration 100F: 3 clusters Score -1.755994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137364 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -17559930.000000 Penalty: 5877.630371
	Iteration 101Q: 3 clusters Score -1.755993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137365 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -17559924.000000 Penalty: 5877.630371
	Iteration 102Q: 3 clusters Score -1.755992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137365 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -17559924.000000 Penalty: 5877.630371
	Iteration 103F: 3 clusters Score -1.755992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -116718.640625 Penalty: 1769.847778
	Iteration 0F: 2 clusters Score -116718.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -114620.242188 Penalty: 3539.695557
	Iteration 0F: 3 clusters Score -114620.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -114994.656250 Penalty: 3539.695557
	Iteration 1F: 3 clusters Score -114994.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -115155.281250 Penalty: 3539.695557
	Iteration 2F: 3 clusters Score -115155.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -115279.421875 Penalty: 3539.695557
	Iteration 3F: 3 clusters Score -115279.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -115386.226562 Penalty: 3539.695557
	Iteration 4Q: 3 clusters Score -115386.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -115497.859375 Penalty: 3539.695557
	Iteration 5Q: 3 clusters Score -115497.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -115622.562500 Penalty: 3539.695557
	Iteration 6Q: 3 clusters Score -115622.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -115787.585938 Penalty: 3539.695557
	Iteration 7Q: 3 clusters Score -115787.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -115940.203125 Penalty: 3539.695557
	Iteration 8Q: 3 clusters Score -115940.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -116041.421875 Penalty: 3539.695557
	Iteration 9Q: 3 clusters Score -116041.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -116109.945312 Penalty: 3539.695557
	Iteration 10Q: 3 clusters Score -116109.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -116151.500000 Penalty: 3539.695557
	Iteration 11Q: 3 clusters Score -116151.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -116171.437500 Penalty: 3539.695557
	Iteration 12Q: 3 clusters Score -116171.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -116186.015625 Penalty: 3539.695557
	Iteration 13Q: 3 clusters Score -116186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -116192.296875 Penalty: 3539.695557
	Iteration 14Q: 3 clusters Score -116192.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -116197.468750 Penalty: 3539.695557
	Iteration 15Q: 3 clusters Score -116197.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -116201.335938 Penalty: 3539.695557
	Iteration 16Q: 3 clusters Score -116201.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -116202.500000 Penalty: 3539.695557
	Iteration 17Q: 3 clusters Score -116202.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -116203.609375 Penalty: 3539.695557
	Iteration 18Q: 3 clusters Score -116203.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -116205.148438 Penalty: 3539.695557
	Iteration 19Q: 3 clusters Score -116205.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -116209.062500 Penalty: 3539.695557
	Iteration 20F: 3 clusters Score -116209.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -116216.164062 Penalty: 3539.695557
	Iteration 21Q: 3 clusters Score -116216.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -116222.000000 Penalty: 3539.695557
	Iteration 22Q: 3 clusters Score -116222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -116224.789062 Penalty: 3539.695557
	Iteration 23Q: 3 clusters Score -116224.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -116224.789062 Penalty: 3539.695557
	Iteration 24F: 3 clusters Score -116224.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Entering Unmasked Estep 
Score: -1822556.250000 Penalty: 2380.349854
	Iteration 0F: 2 clusters Score -1822556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1811794.500000 Penalty: 4760.699707
	Iteration 0F: 3 clusters Score -1811794 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1815259.000000 Penalty: 4760.699707
	Iteration 1F: 3 clusters Score -1815259 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1815773.375000 Penalty: 4760.699707
	Iteration 2F: 3 clusters Score -1815773 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1816275.250000 Penalty: 4760.699707
	Iteration 3F: 3 clusters Score -1816275 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1816776.000000 Penalty: 4760.699707
	Iteration 4F: 3 clusters Score -1816776 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1817282.500000 Penalty: 4760.699707
	Iteration 5F: 3 clusters Score -1817282 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1817874.375000 Penalty: 4760.699707
	Iteration 6F: 3 clusters Score -1817874 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1818474.375000 Penalty: 4760.699707
	Iteration 7F: 3 clusters Score -1818474 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1819055.125000 Penalty: 4760.699707
	Iteration 8Q: 3 clusters Score -1819055 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1819556.250000 Penalty: 4760.699707
	Iteration 9Q: 3 clusters Score -1819556 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1819848.000000 Penalty: 4760.699707
	Iteration 10Q: 3 clusters Score -1819848 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1820008.375000 Penalty: 4760.699707
	Iteration 11Q: 3 clusters Score -1820008 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1820099.500000 Penalty: 4760.699707
	Iteration 12Q: 3 clusters Score -1820100 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1820147.250000 Penalty: 4760.699707
	Iteration 13Q: 3 clusters Score -1820147 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1820181.125000 Penalty: 4760.699707
	Iteration 14Q: 3 clusters Score -1820181 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1820206.875000 Penalty: 4760.699707
	Iteration 15Q: 3 clusters Score -1820207 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1820213.750000 Penalty: 4760.699707
	Iteration 16Q: 3 clusters Score -1820214 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1820226.375000 Penalty: 4760.699707
	Iteration 17Q: 3 clusters Score -1820226 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1820235.625000 Penalty: 4760.699707
	Iteration 18Q: 3 clusters Score -1820236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1820243.000000 Penalty: 4760.699707
	Iteration 19Q: 3 clusters Score -1820243 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1820252.875000 Penalty: 4760.699707
	Iteration 20F: 3 clusters Score -1820253 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1820269.875000 Penalty: 4760.699707
	Iteration 21Q: 3 clusters Score -1820270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1820292.875000 Penalty: 4760.699707
	Iteration 22Q: 3 clusters Score -1820293 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1820308.875000 Penalty: 4760.699707
	Iteration 23Q: 3 clusters Score -1820309 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1820329.375000 Penalty: 4760.699707
	Iteration 24Q: 3 clusters Score -1820329 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1820353.875000 Penalty: 4760.699707
	Iteration 25Q: 3 clusters Score -1820354 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1820394.250000 Penalty: 4760.699707
	Iteration 26Q: 3 clusters Score -1820394 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1820467.000000 Penalty: 4760.699707
	Iteration 27Q: 3 clusters Score -1820467 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1820611.875000 Penalty: 4760.699707
	Iteration 28Q: 3 clusters Score -1820612 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1820854.000000 Penalty: 4760.699707
	Iteration 29Q: 3 clusters Score -1820854 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1821109.500000 Penalty: 4760.699707
	Iteration 30Q: 3 clusters Score -1821110 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1821309.875000 Penalty: 4760.699707
	Iteration 31Q: 3 clusters Score -1821310 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1821390.250000 Penalty: 4760.699707
	Iteration 32Q: 3 clusters Score -1821390 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1821437.125000 Penalty: 4760.699707
	Iteration 33Q: 3 clusters Score -1821437 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1821467.500000 Penalty: 4760.699707
	Iteration 34Q: 3 clusters Score -1821468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1821486.625000 Penalty: 4760.699707
	Iteration 35Q: 3 clusters Score -1821487 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1821499.375000 Penalty: 4760.699707
	Iteration 36Q: 3 clusters Score -1821499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1821501.000000 Penalty: 4760.699707
	Iteration 37Q: 3 clusters Score -1821501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1821503.375000 Penalty: 4760.699707
	Iteration 38Q: 3 clusters Score -1821503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1821502.875000 Penalty: 4760.699707
	Iteration 39Q: 3 clusters Score -1821503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1821511.000000 Penalty: 4760.699707
	Iteration 40F: 3 clusters Score -1821511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1821508.250000 Penalty: 4760.699707
	Iteration 41Q: 3 clusters Score -1821508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1821508.500000 Penalty: 4760.699707
	Iteration 42Q: 3 clusters Score -1821508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1821509.500000 Penalty: 4760.699707
	Iteration 43Q: 3 clusters Score -1821510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1821508.125000 Penalty: 4760.699707
	Iteration 44Q: 3 clusters Score -1821508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1821508.625000 Penalty: 4760.699707
	Iteration 45Q: 3 clusters Score -1821509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1821509.125000 Penalty: 4760.699707
	Iteration 46Q: 3 clusters Score -1821509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1821509.125000 Penalty: 4760.699707
	Iteration 47F: 3 clusters Score -1821509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Entering Unmasked Estep 
Score: -194057.375000 Penalty: 1845.738159
	Iteration 0F: 2 clusters Score -194057.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -191625.343750 Penalty: 3691.476318
	Iteration 0F: 3 clusters Score -191625.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -192131.859375 Penalty: 3691.476318
	Iteration 1F: 3 clusters Score -192131.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -192321.046875 Penalty: 3691.476318
	Iteration 2F: 3 clusters Score -192321 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -192471.390625 Penalty: 3691.476318
	Iteration 3F: 3 clusters Score -192471.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -192614.484375 Penalty: 3691.476318
	Iteration 4Q: 3 clusters Score -192614.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -192784.328125 Penalty: 3691.476318
	Iteration 5Q: 3 clusters Score -192784.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -192940.203125 Penalty: 3691.476318
	Iteration 6Q: 3 clusters Score -192940.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -193041.750000 Penalty: 3691.476318
	Iteration 7Q: 3 clusters Score -193041.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -193127.171875 Penalty: 3691.476318
	Iteration 8Q: 3 clusters Score -193127.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -193199.234375 Penalty: 3691.476318
	Iteration 9Q: 3 clusters Score -193199.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -193241.703125 Penalty: 3691.476318
	Iteration 10Q: 3 clusters Score -193241.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -193269.296875 Penalty: 3691.476318
	Iteration 11Q: 3 clusters Score -193269.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -193288.015625 Penalty: 3691.476318
	Iteration 12Q: 3 clusters Score -193288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -193300.937500 Penalty: 3691.476318
	Iteration 13Q: 3 clusters Score -193300.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -193318.500000 Penalty: 3691.476318
	Iteration 14Q: 3 clusters Score -193318.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -193349.234375 Penalty: 3691.476318
	Iteration 15Q: 3 clusters Score -193349.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -193412.078125 Penalty: 3691.476318
	Iteration 16Q: 3 clusters Score -193412.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -193509.515625 Penalty: 3691.476318
	Iteration 17Q: 3 clusters Score -193509.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -193739.218750 Penalty: 3691.476318
	Iteration 18Q: 3 clusters Score -193739.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -194055.765625 Penalty: 3691.476318
	Iteration 19Q: 3 clusters Score -194055.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -194304.812500 Penalty: 3691.476318
	Iteration 20F: 3 clusters Score -194304.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -194905.265625 Penalty: 3691.476318
	Iteration 21Q: 3 clusters Score -194905.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -195161.328125 Penalty: 3691.476318
	Iteration 22Q: 3 clusters Score -195161.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -195289.890625 Penalty: 3691.476318
	Iteration 23Q: 3 clusters Score -195289.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -195296.250000 Penalty: 3691.476318
	Iteration 24Q: 3 clusters Score -195296.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -195296.250000 Penalty: 3691.476318
	Iteration 25F: 3 clusters Score -195296.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 301659 members 
Mstep: Class 2 contains 57324 members 
Mstep: Class 3 contains 18954 members 
Mstep: Class 4 contains 285389 members 
Mstep: Class 5 contains 9829 members 
Mstep: Class 6 contains 22391 members 
Mstep: Class 7 contains 8623 members 
Mstep: Class 8 contains 108613 members 
Mstep: Class 9 contains 31942 members 
Mstep: Class 10 contains 76657 members 
Mstep: Class 11 contains 21863 members 
Mstep: Class 12 contains 4196 members 
Mstep: Class 13 contains 22215 members 
Mstep: Class 14 contains 25040 members 
Mstep: Class 15 contains 140093 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14738 members 
Mstep: Class 18 contains 878 members 
Mstep: Class 19 contains 3615 members 
Mstep: Class 20 contains 14523 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 6524 members 
Mstep: Class 24 contains 8689 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82899 members 
Mstep: Class 27 contains 383 members 
Mstep: Class 28 contains 829 members 
Entering Unmasked Estep 
Score: -154618976.000000 Penalty: 97617.203125
Splitting cluster 18 changes total score from -154619568.000000 to -154618976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -412229.343750 Penalty: 2031.826172
	Iteration 0F: 2 clusters Score -412229.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -408636.781250 Penalty: 4063.652344
	Iteration 0F: 3 clusters Score -408636.8 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -409443.937500 Penalty: 4063.652344
	Iteration 1F: 3 clusters Score -409443.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -409635.781250 Penalty: 4063.652344
	Iteration 2F: 3 clusters Score -409635.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -409788.000000 Penalty: 4063.652344
	Iteration 3F: 3 clusters Score -409788 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -409910.406250 Penalty: 4063.652344
	Iteration 4Q: 3 clusters Score -409910.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -410003.906250 Penalty: 4063.652344
	Iteration 5Q: 3 clusters Score -410003.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -410092.312500 Penalty: 4063.652344
	Iteration 6Q: 3 clusters Score -410092.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -410150.375000 Penalty: 4063.652344
	Iteration 7Q: 3 clusters Score -410150.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -410191.968750 Penalty: 4063.652344
	Iteration 8Q: 3 clusters Score -410192 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -410221.125000 Penalty: 4063.652344
	Iteration 9Q: 3 clusters Score -410221.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -410240.500000 Penalty: 4063.652344
	Iteration 10Q: 3 clusters Score -410240.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -410260.187500 Penalty: 4063.652344
	Iteration 11Q: 3 clusters Score -410260.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -410282.156250 Penalty: 4063.652344
	Iteration 12Q: 3 clusters Score -410282.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -410315.968750 Penalty: 4063.652344
	Iteration 13Q: 3 clusters Score -410316 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -410345.125000 Penalty: 4063.652344
	Iteration 14Q: 3 clusters Score -410345.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -410370.312500 Penalty: 4063.652344
	Iteration 15Q: 3 clusters Score -410370.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -410388.718750 Penalty: 4063.652344
	Iteration 16Q: 3 clusters Score -410388.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -410410.843750 Penalty: 4063.652344
	Iteration 17Q: 3 clusters Score -410410.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -410430.843750 Penalty: 4063.652344
	Iteration 18Q: 3 clusters Score -410430.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -410448.500000 Penalty: 4063.652344
	Iteration 19Q: 3 clusters Score -410448.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -410461.875000 Penalty: 4063.652344
	Iteration 20F: 3 clusters Score -410461.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -410473.468750 Penalty: 4063.652344
	Iteration 21Q: 3 clusters Score -410473.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -410480.187500 Penalty: 4063.652344
	Iteration 22Q: 3 clusters Score -410480.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -410487.718750 Penalty: 4063.652344
	Iteration 23Q: 3 clusters Score -410487.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -410494.687500 Penalty: 4063.652344
	Iteration 24Q: 3 clusters Score -410494.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -410504.718750 Penalty: 4063.652344
	Iteration 25Q: 3 clusters Score -410504.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -410509.062500 Penalty: 4063.652344
	Iteration 26Q: 3 clusters Score -410509.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -410515.187500 Penalty: 4063.652344
	Iteration 27Q: 3 clusters Score -410515.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -410521.500000 Penalty: 4063.652344
	Iteration 28Q: 3 clusters Score -410521.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -410525.500000 Penalty: 4063.652344
	Iteration 29Q: 3 clusters Score -410525.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -410530.250000 Penalty: 4063.652344
	Iteration 30Q: 3 clusters Score -410530.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -410535.500000 Penalty: 4063.652344
	Iteration 31Q: 3 clusters Score -410535.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -410538.875000 Penalty: 4063.652344
	Iteration 32Q: 3 clusters Score -410538.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -410542.937500 Penalty: 4063.652344
	Iteration 33Q: 3 clusters Score -410542.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -410547.250000 Penalty: 4063.652344
	Iteration 34Q: 3 clusters Score -410547.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -410550.125000 Penalty: 4063.652344
	Iteration 35Q: 3 clusters Score -410550.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -410553.718750 Penalty: 4063.652344
	Iteration 36Q: 3 clusters Score -410553.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -410558.375000 Penalty: 4063.652344
	Iteration 37Q: 3 clusters Score -410558.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -410561.218750 Penalty: 4063.652344
	Iteration 38Q: 3 clusters Score -410561.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -410562.312500 Penalty: 4063.652344
	Iteration 39Q: 3 clusters Score -410562.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -410562.187500 Penalty: 4063.652344
	Iteration 40F: 3 clusters Score -410562.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -410562.656250 Penalty: 4063.652344
	Iteration 41Q: 3 clusters Score -410562.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -410563.968750 Penalty: 4063.652344
	Iteration 42Q: 3 clusters Score -410564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -410565.937500 Penalty: 4063.652344
	Iteration 43Q: 3 clusters Score -410565.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -410567.625000 Penalty: 4063.652344
	Iteration 44Q: 3 clusters Score -410567.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -410569.843750 Penalty: 4063.652344
	Iteration 45Q: 3 clusters Score -410569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -410570.718750 Penalty: 4063.652344
	Iteration 46Q: 3 clusters Score -410570.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -410570.687500 Penalty: 4063.652344
	Iteration 47Q: 3 clusters Score -410570.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -410571.312500 Penalty: 4063.652344
	Iteration 48Q: 3 clusters Score -410571.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -410573.812500 Penalty: 4063.652344
	Iteration 49Q: 3 clusters Score -410573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -410575.218750 Penalty: 4063.652344
	Iteration 50Q: 3 clusters Score -410575.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -410576.406250 Penalty: 4063.652344
	Iteration 51Q: 3 clusters Score -410576.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -410577.562500 Penalty: 4063.652344
	Iteration 52Q: 3 clusters Score -410577.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -410578.718750 Penalty: 4063.652344
	Iteration 53Q: 3 clusters Score -410578.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -410578.718750 Penalty: 4063.652344
	Iteration 54F: 3 clusters Score -410578.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Entering Unmasked Estep 
Score: -1730604.625000 Penalty: 2376.705078
	Iteration 0F: 2 clusters Score -1730605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1720079.875000 Penalty: 4753.410156
	Iteration 0F: 3 clusters Score -1720080 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1723511.750000 Penalty: 4753.410156
	Iteration 1F: 3 clusters Score -1723512 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1724026.875000 Penalty: 4753.410156
	Iteration 2F: 3 clusters Score -1724027 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1724526.625000 Penalty: 4753.410156
	Iteration 3F: 3 clusters Score -1724527 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1725063.750000 Penalty: 4753.410156
	Iteration 4F: 3 clusters Score -1725064 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1725666.000000 Penalty: 4753.410156
	Iteration 5F: 3 clusters Score -1725666 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1726286.875000 Penalty: 4753.410156
	Iteration 6F: 3 clusters Score -1726287 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1726887.500000 Penalty: 4753.410156
	Iteration 7F: 3 clusters Score -1726888 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1727481.750000 Penalty: 4753.410156
	Iteration 8Q: 3 clusters Score -1727482 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1728006.375000 Penalty: 4753.410156
	Iteration 9Q: 3 clusters Score -1728006 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1728418.750000 Penalty: 4753.410156
	Iteration 10Q: 3 clusters Score -1728419 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1728709.875000 Penalty: 4753.410156
	Iteration 11Q: 3 clusters Score -1728710 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1728880.875000 Penalty: 4753.410156
	Iteration 12Q: 3 clusters Score -1728881 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1728973.750000 Penalty: 4753.410156
	Iteration 13Q: 3 clusters Score -1728974 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1729033.375000 Penalty: 4753.410156
	Iteration 14Q: 3 clusters Score -1729033 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1729078.875000 Penalty: 4753.410156
	Iteration 15Q: 3 clusters Score -1729079 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1729119.375000 Penalty: 4753.410156
	Iteration 16Q: 3 clusters Score -1729119 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1729148.375000 Penalty: 4753.410156
	Iteration 17Q: 3 clusters Score -1729148 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1729164.250000 Penalty: 4753.410156
	Iteration 18Q: 3 clusters Score -1729164 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1729178.375000 Penalty: 4753.410156
	Iteration 19Q: 3 clusters Score -1729178 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1729187.250000 Penalty: 4753.410156
	Iteration 20F: 3 clusters Score -1729187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1729198.250000 Penalty: 4753.410156
	Iteration 21Q: 3 clusters Score -1729198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1729207.125000 Penalty: 4753.410156
	Iteration 22Q: 3 clusters Score -1729207 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1729216.125000 Penalty: 4753.410156
	Iteration 23Q: 3 clusters Score -1729216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1729221.375000 Penalty: 4753.410156
	Iteration 24Q: 3 clusters Score -1729221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1729225.375000 Penalty: 4753.410156
	Iteration 25Q: 3 clusters Score -1729225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1729228.500000 Penalty: 4753.410156
	Iteration 26Q: 3 clusters Score -1729228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1729232.750000 Penalty: 4753.410156
	Iteration 27Q: 3 clusters Score -1729233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1729229.250000 Penalty: 4753.410156
	Iteration 28Q: 3 clusters Score -1729229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1729232.250000 Penalty: 4753.410156
	Iteration 29Q: 3 clusters Score -1729232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1729240.250000 Penalty: 4753.410156
	Iteration 30Q: 3 clusters Score -1729240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1729241.875000 Penalty: 4753.410156
	Iteration 31Q: 3 clusters Score -1729242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1729241.250000 Penalty: 4753.410156
	Iteration 32Q: 3 clusters Score -1729241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1729236.750000 Penalty: 4753.410156
	Iteration 33Q: 3 clusters Score -1729237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1729241.375000 Penalty: 4753.410156
	Iteration 34Q: 3 clusters Score -1729241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1729240.375000 Penalty: 4753.410156
	Iteration 35Q: 3 clusters Score -1729240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1729236.875000 Penalty: 4753.410156
	Iteration 36Q: 3 clusters Score -1729237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1729239.500000 Penalty: 4753.410156
	Iteration 37Q: 3 clusters Score -1729240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1729237.500000 Penalty: 4753.410156
	Iteration 38Q: 3 clusters Score -1729238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1729237.500000 Penalty: 4753.410156
	Iteration 39Q: 3 clusters Score -1729238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1729242.500000 Penalty: 4753.410156
	Iteration 40F: 3 clusters Score -1729242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1729242.375000 Penalty: 4753.410156
	Iteration 41Q: 3 clusters Score -1729242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1729245.000000 Penalty: 4753.410156
	Iteration 42Q: 3 clusters Score -1729245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1729243.875000 Penalty: 4753.410156
	Iteration 43Q: 3 clusters Score -1729244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1729248.875000 Penalty: 4753.410156
	Iteration 44Q: 3 clusters Score -1729249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1729248.250000 Penalty: 4753.410156
	Iteration 45Q: 3 clusters Score -1729248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1729248.125000 Penalty: 4753.410156
	Iteration 46Q: 3 clusters Score -1729248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1729247.875000 Penalty: 4753.410156
	Iteration 47Q: 3 clusters Score -1729248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1729248.375000 Penalty: 4753.410156
	Iteration 48Q: 3 clusters Score -1729248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1729249.125000 Penalty: 4753.410156
	Iteration 49Q: 3 clusters Score -1729249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1729249.125000 Penalty: 4753.410156
	Iteration 50F: 3 clusters Score -1729249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -28581.498047 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -28581.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27323.789062 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -27323.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27411.716797 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -27411.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27449.888672 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -27449.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27456.984375 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -27456.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27460.445312 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -27460.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27460.445312 Penalty: 2778.651123
	Iteration 5F: 3 clusters Score -27460.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Entering Unmasked Estep 
Score: -475627.312500 Penalty: 2051.280518
	Iteration 0F: 2 clusters Score -475627.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -471823.281250 Penalty: 4102.561035
	Iteration 0F: 3 clusters Score -471823.3 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -472697.968750 Penalty: 4102.561035
	Iteration 1F: 3 clusters Score -472698 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -472898.562500 Penalty: 4102.561035
	Iteration 2F: 3 clusters Score -472898.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -473012.250000 Penalty: 4102.561035
	Iteration 3F: 3 clusters Score -473012.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -473089.343750 Penalty: 4102.561035
	Iteration 4Q: 3 clusters Score -473089.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -473153.000000 Penalty: 4102.561035
	Iteration 5Q: 3 clusters Score -473153 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -473211.000000 Penalty: 4102.561035
	Iteration 6Q: 3 clusters Score -473211 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -473253.500000 Penalty: 4102.561035
	Iteration 7Q: 3 clusters Score -473253.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -473284.406250 Penalty: 4102.561035
	Iteration 8Q: 3 clusters Score -473284.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -473305.875000 Penalty: 4102.561035
	Iteration 9Q: 3 clusters Score -473305.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -473332.218750 Penalty: 4102.561035
	Iteration 10Q: 3 clusters Score -473332.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -473354.500000 Penalty: 4102.561035
	Iteration 11Q: 3 clusters Score -473354.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -473367.000000 Penalty: 4102.561035
	Iteration 12Q: 3 clusters Score -473367 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -473387.406250 Penalty: 4102.561035
	Iteration 13Q: 3 clusters Score -473387.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -473409.687500 Penalty: 4102.561035
	Iteration 14Q: 3 clusters Score -473409.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -473435.375000 Penalty: 4102.561035
	Iteration 15Q: 3 clusters Score -473435.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -473462.562500 Penalty: 4102.561035
	Iteration 16Q: 3 clusters Score -473462.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -473486.031250 Penalty: 4102.561035
	Iteration 17Q: 3 clusters Score -473486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -473505.187500 Penalty: 4102.561035
	Iteration 18Q: 3 clusters Score -473505.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -473523.218750 Penalty: 4102.561035
	Iteration 19Q: 3 clusters Score -473523.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -473545.218750 Penalty: 4102.561035
	Iteration 20F: 3 clusters Score -473545.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -473564.250000 Penalty: 4102.561035
	Iteration 21Q: 3 clusters Score -473564.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -473580.093750 Penalty: 4102.561035
	Iteration 22Q: 3 clusters Score -473580.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -473598.062500 Penalty: 4102.561035
	Iteration 23Q: 3 clusters Score -473598.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -473619.156250 Penalty: 4102.561035
	Iteration 24Q: 3 clusters Score -473619.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -473644.281250 Penalty: 4102.561035
	Iteration 25Q: 3 clusters Score -473644.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -473679.125000 Penalty: 4102.561035
	Iteration 26Q: 3 clusters Score -473679.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -473701.812500 Penalty: 4102.561035
	Iteration 27Q: 3 clusters Score -473701.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -473724.437500 Penalty: 4102.561035
	Iteration 28Q: 3 clusters Score -473724.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -473746.843750 Penalty: 4102.561035
	Iteration 29Q: 3 clusters Score -473746.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -473763.937500 Penalty: 4102.561035
	Iteration 30Q: 3 clusters Score -473763.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -473778.218750 Penalty: 4102.561035
	Iteration 31Q: 3 clusters Score -473778.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -473789.500000 Penalty: 4102.561035
	Iteration 32Q: 3 clusters Score -473789.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -473799.031250 Penalty: 4102.561035
	Iteration 33Q: 3 clusters Score -473799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -473807.843750 Penalty: 4102.561035
	Iteration 34Q: 3 clusters Score -473807.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -473817.281250 Penalty: 4102.561035
	Iteration 35Q: 3 clusters Score -473817.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -473824.968750 Penalty: 4102.561035
	Iteration 36Q: 3 clusters Score -473825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -473834.468750 Penalty: 4102.561035
	Iteration 37Q: 3 clusters Score -473834.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -473846.031250 Penalty: 4102.561035
	Iteration 38Q: 3 clusters Score -473846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -473857.250000 Penalty: 4102.561035
	Iteration 39Q: 3 clusters Score -473857.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -473871.687500 Penalty: 4102.561035
	Iteration 40F: 3 clusters Score -473871.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -473885.937500 Penalty: 4102.561035
	Iteration 41Q: 3 clusters Score -473885.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -473899.343750 Penalty: 4102.561035
	Iteration 42Q: 3 clusters Score -473899.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -473914.500000 Penalty: 4102.561035
	Iteration 43Q: 3 clusters Score -473914.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -473927.937500 Penalty: 4102.561035
	Iteration 44Q: 3 clusters Score -473927.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -473945.875000 Penalty: 4102.561035
	Iteration 45Q: 3 clusters Score -473945.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -473964.156250 Penalty: 4102.561035
	Iteration 46Q: 3 clusters Score -473964.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -473972.500000 Penalty: 4102.561035
	Iteration 47Q: 3 clusters Score -473972.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -473980.156250 Penalty: 4102.561035
	Iteration 48Q: 3 clusters Score -473980.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -473984.500000 Penalty: 4102.561035
	Iteration 49Q: 3 clusters Score -473984.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -473988.312500 Penalty: 4102.561035
	Iteration 50Q: 3 clusters Score -473988.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -473992.062500 Penalty: 4102.561035
	Iteration 51Q: 3 clusters Score -473992.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -473996.593750 Penalty: 4102.561035
	Iteration 52Q: 3 clusters Score -473996.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -473998.343750 Penalty: 4102.561035
	Iteration 53Q: 3 clusters Score -473998.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -473998.843750 Penalty: 4102.561035
	Iteration 54Q: 3 clusters Score -473998.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -474000.468750 Penalty: 4102.561035
	Iteration 55Q: 3 clusters Score -474000.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -474004.968750 Penalty: 4102.561035
	Iteration 56Q: 3 clusters Score -474005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -474005.343750 Penalty: 4102.561035
	Iteration 57Q: 3 clusters Score -474005.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -474006.062500 Penalty: 4102.561035
	Iteration 58Q: 3 clusters Score -474006.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -474005.343750 Penalty: 4102.561035
	Iteration 59Q: 3 clusters Score -474005.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -474005.343750 Penalty: 4102.561035
	Iteration 60F: 3 clusters Score -474005.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Entering Unmasked Estep 
Score: -821437.250000 Penalty: 2178.244385
	Iteration 0F: 2 clusters Score -821437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -816000.875000 Penalty: 4356.488770
	Iteration 0F: 3 clusters Score -816000.9 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -817386.187500 Penalty: 4356.488770
	Iteration 1F: 3 clusters Score -817386.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -817610.875000 Penalty: 4356.488770
	Iteration 2F: 3 clusters Score -817610.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -817752.937500 Penalty: 4356.488770
	Iteration 3Q: 3 clusters Score -817752.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -817847.625000 Penalty: 4356.488770
	Iteration 4Q: 3 clusters Score -817847.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -817908.875000 Penalty: 4356.488770
	Iteration 5Q: 3 clusters Score -817908.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -817951.187500 Penalty: 4356.488770
	Iteration 6Q: 3 clusters Score -817951.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -817980.250000 Penalty: 4356.488770
	Iteration 7Q: 3 clusters Score -817980.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -818001.187500 Penalty: 4356.488770
	Iteration 8Q: 3 clusters Score -818001.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -818018.750000 Penalty: 4356.488770
	Iteration 9Q: 3 clusters Score -818018.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -818034.125000 Penalty: 4356.488770
	Iteration 10Q: 3 clusters Score -818034.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -818053.062500 Penalty: 4356.488770
	Iteration 11Q: 3 clusters Score -818053.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -818066.312500 Penalty: 4356.488770
	Iteration 12Q: 3 clusters Score -818066.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -818083.125000 Penalty: 4356.488770
	Iteration 13Q: 3 clusters Score -818083.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -818097.375000 Penalty: 4356.488770
	Iteration 14Q: 3 clusters Score -818097.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -818108.812500 Penalty: 4356.488770
	Iteration 15Q: 3 clusters Score -818108.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -818120.687500 Penalty: 4356.488770
	Iteration 16Q: 3 clusters Score -818120.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -818131.500000 Penalty: 4356.488770
	Iteration 17Q: 3 clusters Score -818131.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -818139.937500 Penalty: 4356.488770
	Iteration 18Q: 3 clusters Score -818139.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -818150.000000 Penalty: 4356.488770
	Iteration 19Q: 3 clusters Score -818150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -818161.125000 Penalty: 4356.488770
	Iteration 20F: 3 clusters Score -818161.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -818168.437500 Penalty: 4356.488770
	Iteration 21Q: 3 clusters Score -818168.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -818176.937500 Penalty: 4356.488770
	Iteration 22Q: 3 clusters Score -818176.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -818184.375000 Penalty: 4356.488770
	Iteration 23Q: 3 clusters Score -818184.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -818189.750000 Penalty: 4356.488770
	Iteration 24Q: 3 clusters Score -818189.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -818197.937500 Penalty: 4356.488770
	Iteration 25Q: 3 clusters Score -818197.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -818206.125000 Penalty: 4356.488770
	Iteration 26Q: 3 clusters Score -818206.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -818213.875000 Penalty: 4356.488770
	Iteration 27Q: 3 clusters Score -818213.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -818224.625000 Penalty: 4356.488770
	Iteration 28Q: 3 clusters Score -818224.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -818237.375000 Penalty: 4356.488770
	Iteration 29Q: 3 clusters Score -818237.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -818248.812500 Penalty: 4356.488770
	Iteration 30Q: 3 clusters Score -818248.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -818258.500000 Penalty: 4356.488770
	Iteration 31Q: 3 clusters Score -818258.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -818266.687500 Penalty: 4356.488770
	Iteration 32Q: 3 clusters Score -818266.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -818275.062500 Penalty: 4356.488770
	Iteration 33Q: 3 clusters Score -818275.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -818284.000000 Penalty: 4356.488770
	Iteration 34Q: 3 clusters Score -818284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -818291.937500 Penalty: 4356.488770
	Iteration 35Q: 3 clusters Score -818291.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -818304.312500 Penalty: 4356.488770
	Iteration 36Q: 3 clusters Score -818304.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -818316.000000 Penalty: 4356.488770
	Iteration 37Q: 3 clusters Score -818316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -818325.125000 Penalty: 4356.488770
	Iteration 38Q: 3 clusters Score -818325.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -818336.375000 Penalty: 4356.488770
	Iteration 39Q: 3 clusters Score -818336.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -818344.812500 Penalty: 4356.488770
	Iteration 40F: 3 clusters Score -818344.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -818351.875000 Penalty: 4356.488770
	Iteration 41Q: 3 clusters Score -818351.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -818355.250000 Penalty: 4356.488770
	Iteration 42Q: 3 clusters Score -818355.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -818357.562500 Penalty: 4356.488770
	Iteration 43Q: 3 clusters Score -818357.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -818360.437500 Penalty: 4356.488770
	Iteration 44Q: 3 clusters Score -818360.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -818360.875000 Penalty: 4356.488770
	Iteration 45Q: 3 clusters Score -818360.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -818363.625000 Penalty: 4356.488770
	Iteration 46Q: 3 clusters Score -818363.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -818367.062500 Penalty: 4356.488770
	Iteration 47Q: 3 clusters Score -818367.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -818373.500000 Penalty: 4356.488770
	Iteration 48Q: 3 clusters Score -818373.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -818384.000000 Penalty: 4356.488770
	Iteration 49Q: 3 clusters Score -818384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -818396.562500 Penalty: 4356.488770
	Iteration 50Q: 3 clusters Score -818396.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -818408.312500 Penalty: 4356.488770
	Iteration 51Q: 3 clusters Score -818408.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -818424.000000 Penalty: 4356.488770
	Iteration 52Q: 3 clusters Score -818424 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -818452.250000 Penalty: 4356.488770
	Iteration 53Q: 3 clusters Score -818452.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -818491.250000 Penalty: 4356.488770
	Iteration 54Q: 3 clusters Score -818491.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -818532.500000 Penalty: 4356.488770
	Iteration 55Q: 3 clusters Score -818532.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -818582.750000 Penalty: 4356.488770
	Iteration 56Q: 3 clusters Score -818582.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -818631.187500 Penalty: 4356.488770
	Iteration 57Q: 3 clusters Score -818631.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -818688.375000 Penalty: 4356.488770
	Iteration 58Q: 3 clusters Score -818688.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -818747.500000 Penalty: 4356.488770
	Iteration 59Q: 3 clusters Score -818747.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -818814.562500 Penalty: 4356.488770
	Iteration 60F: 3 clusters Score -818814.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -818879.250000 Penalty: 4356.488770
	Iteration 61Q: 3 clusters Score -818879.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -818936.000000 Penalty: 4356.488770
	Iteration 62Q: 3 clusters Score -818936 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -818983.375000 Penalty: 4356.488770
	Iteration 63Q: 3 clusters Score -818983.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -819020.437500 Penalty: 4356.488770
	Iteration 64Q: 3 clusters Score -819020.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -819062.687500 Penalty: 4356.488770
	Iteration 65Q: 3 clusters Score -819062.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -819102.187500 Penalty: 4356.488770
	Iteration 66Q: 3 clusters Score -819102.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -819137.687500 Penalty: 4356.488770
	Iteration 67Q: 3 clusters Score -819137.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -819159.062500 Penalty: 4356.488770
	Iteration 68Q: 3 clusters Score -819159.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -819180.750000 Penalty: 4356.488770
	Iteration 69Q: 3 clusters Score -819180.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -819202.875000 Penalty: 4356.488770
	Iteration 70Q: 3 clusters Score -819202.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -819228.500000 Penalty: 4356.488770
	Iteration 71Q: 3 clusters Score -819228.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -819255.875000 Penalty: 4356.488770
	Iteration 72Q: 3 clusters Score -819255.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -819284.500000 Penalty: 4356.488770
	Iteration 73Q: 3 clusters Score -819284.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -819308.937500 Penalty: 4356.488770
	Iteration 74Q: 3 clusters Score -819308.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -819328.000000 Penalty: 4356.488770
	Iteration 75Q: 3 clusters Score -819328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -819341.250000 Penalty: 4356.488770
	Iteration 76Q: 3 clusters Score -819341.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -819351.875000 Penalty: 4356.488770
	Iteration 77Q: 3 clusters Score -819351.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -819363.312500 Penalty: 4356.488770
	Iteration 78Q: 3 clusters Score -819363.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -819373.375000 Penalty: 4356.488770
	Iteration 79Q: 3 clusters Score -819373.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -819381.187500 Penalty: 4356.488770
	Iteration 80F: 3 clusters Score -819381.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -819389.187500 Penalty: 4356.488770
	Iteration 81Q: 3 clusters Score -819389.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -819396.125000 Penalty: 4356.488770
	Iteration 82Q: 3 clusters Score -819396.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -819404.000000 Penalty: 4356.488770
	Iteration 83Q: 3 clusters Score -819404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -819414.187500 Penalty: 4356.488770
	Iteration 84Q: 3 clusters Score -819414.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -819422.687500 Penalty: 4356.488770
	Iteration 85Q: 3 clusters Score -819422.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -819428.687500 Penalty: 4356.488770
	Iteration 86Q: 3 clusters Score -819428.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -819435.250000 Penalty: 4356.488770
	Iteration 87Q: 3 clusters Score -819435.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -819439.687500 Penalty: 4356.488770
	Iteration 88Q: 3 clusters Score -819439.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -819445.125000 Penalty: 4356.488770
	Iteration 89Q: 3 clusters Score -819445.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -819450.562500 Penalty: 4356.488770
	Iteration 90Q: 3 clusters Score -819450.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -819455.562500 Penalty: 4356.488770
	Iteration 91Q: 3 clusters Score -819455.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -819459.625000 Penalty: 4356.488770
	Iteration 92Q: 3 clusters Score -819459.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -819459.625000 Penalty: 4356.488770
	Iteration 93Q: 3 clusters Score -819459.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -819458.750000 Penalty: 4356.488770
	Iteration 94Q: 3 clusters Score -819458.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -819460.875000 Penalty: 4356.488770
	Iteration 95Q: 3 clusters Score -819460.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -819464.500000 Penalty: 4356.488770
	Iteration 96Q: 3 clusters Score -819464.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -819466.375000 Penalty: 4356.488770
	Iteration 97Q: 3 clusters Score -819466.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -819468.312500 Penalty: 4356.488770
	Iteration 98Q: 3 clusters Score -819468.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -819472.125000 Penalty: 4356.488770
	Iteration 99Q: 3 clusters Score -819472.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -819477.000000 Penalty: 4356.488770
	Iteration 100F: 3 clusters Score -819477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -819481.375000 Penalty: 4356.488770
	Iteration 101Q: 3 clusters Score -819481.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -819485.125000 Penalty: 4356.488770
	Iteration 102Q: 3 clusters Score -819485.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -819489.125000 Penalty: 4356.488770
	Iteration 103Q: 3 clusters Score -819489.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -819495.000000 Penalty: 4356.488770
	Iteration 104Q: 3 clusters Score -819495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -819497.500000 Penalty: 4356.488770
	Iteration 105Q: 3 clusters Score -819497.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -819498.812500 Penalty: 4356.488770
	Iteration 106Q: 3 clusters Score -819498.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -819503.062500 Penalty: 4356.488770
	Iteration 107Q: 3 clusters Score -819503.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -819503.937500 Penalty: 4356.488770
	Iteration 108Q: 3 clusters Score -819503.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -819509.250000 Penalty: 4356.488770
	Iteration 109Q: 3 clusters Score -819509.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -819512.562500 Penalty: 4356.488770
	Iteration 110Q: 3 clusters Score -819512.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -819511.812500 Penalty: 4356.488770
	Iteration 111Q: 3 clusters Score -819511.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -819512.750000 Penalty: 4356.488770
	Iteration 112Q: 3 clusters Score -819512.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -819512.437500 Penalty: 4356.488770
	Iteration 113Q: 3 clusters Score -819512.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -819513.250000 Penalty: 4356.488770
	Iteration 114Q: 3 clusters Score -819513.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -819513.250000 Penalty: 4356.488770
	Iteration 115F: 3 clusters Score -819513.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Entering Unmasked Estep 
Score: -1024252.375000 Penalty: 2249.313477
	Iteration 0F: 2 clusters Score -1024252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1017508.437500 Penalty: 4498.626953
	Iteration 0F: 3 clusters Score -1017508 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1019855.625000 Penalty: 4498.626953
	Iteration 1F: 3 clusters Score -1019856 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1020580.750000 Penalty: 4498.626953
	Iteration 2F: 3 clusters Score -1020581 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1021262.812500 Penalty: 4498.626953
	Iteration 3F: 3 clusters Score -1021263 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1021866.312500 Penalty: 4498.626953
	Iteration 4F: 3 clusters Score -1021866 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1022327.125000 Penalty: 4498.626953
	Iteration 5F: 3 clusters Score -1022327 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1022648.937500 Penalty: 4498.626953
	Iteration 6F: 3 clusters Score -1022649 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1022822.562500 Penalty: 4498.626953
	Iteration 7Q: 3 clusters Score -1022823 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1022920.437500 Penalty: 4498.626953
	Iteration 8Q: 3 clusters Score -1022920 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1022986.187500 Penalty: 4498.626953
	Iteration 9Q: 3 clusters Score -1022986 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1023028.875000 Penalty: 4498.626953
	Iteration 10Q: 3 clusters Score -1023029 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1023055.187500 Penalty: 4498.626953
	Iteration 11Q: 3 clusters Score -1023055 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1023068.812500 Penalty: 4498.626953
	Iteration 12Q: 3 clusters Score -1023069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1023076.937500 Penalty: 4498.626953
	Iteration 13Q: 3 clusters Score -1023077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1023087.437500 Penalty: 4498.626953
	Iteration 14Q: 3 clusters Score -1023087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1023088.937500 Penalty: 4498.626953
	Iteration 15Q: 3 clusters Score -1023089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1023099.562500 Penalty: 4498.626953
	Iteration 16Q: 3 clusters Score -1023100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1023102.750000 Penalty: 4498.626953
	Iteration 17Q: 3 clusters Score -1023103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1023113.062500 Penalty: 4498.626953
	Iteration 18Q: 3 clusters Score -1023113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1023119.750000 Penalty: 4498.626953
	Iteration 19Q: 3 clusters Score -1023120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1023124.750000 Penalty: 4498.626953
	Iteration 20F: 3 clusters Score -1023125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1023128.125000 Penalty: 4498.626953
	Iteration 21Q: 3 clusters Score -1023128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1023132.062500 Penalty: 4498.626953
	Iteration 22Q: 3 clusters Score -1023132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1023138.000000 Penalty: 4498.626953
	Iteration 23Q: 3 clusters Score -1023138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1023143.687500 Penalty: 4498.626953
	Iteration 24Q: 3 clusters Score -1023144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1023148.500000 Penalty: 4498.626953
	Iteration 25Q: 3 clusters Score -1023148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1023150.000000 Penalty: 4498.626953
	Iteration 26Q: 3 clusters Score -1023150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1023152.000000 Penalty: 4498.626953
	Iteration 27Q: 3 clusters Score -1023152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1023156.187500 Penalty: 4498.626953
	Iteration 28Q: 3 clusters Score -1023156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1023155.437500 Penalty: 4498.626953
	Iteration 29Q: 3 clusters Score -1023155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1023155.437500 Penalty: 4498.626953
	Iteration 30F: 3 clusters Score -1023155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Entering Unmasked Estep 
Score: -88275.750000 Penalty: 1662.390625
	Iteration 0F: 2 clusters Score -88275.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -86523.046875 Penalty: 3324.781250
	Iteration 0F: 3 clusters Score -86523.05 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -86967.023438 Penalty: 3324.781250
	Iteration 1F: 3 clusters Score -86967.02 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -87206.664062 Penalty: 3324.781250
	Iteration 2F: 3 clusters Score -87206.66 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -87382.164062 Penalty: 3324.781250
	Iteration 3F: 3 clusters Score -87382.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -87595.953125 Penalty: 3324.781250
	Iteration 4F: 3 clusters Score -87595.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -87809.578125 Penalty: 3324.781250
	Iteration 5Q: 3 clusters Score -87809.58 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -88077.296875 Penalty: 3324.781250
	Iteration 6Q: 3 clusters Score -88077.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -88274.101562 Penalty: 3324.781250
	Iteration 7Q: 3 clusters Score -88274.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -88327.890625 Penalty: 3324.781250
	Iteration 8Q: 3 clusters Score -88327.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -88349.539062 Penalty: 3324.781250
	Iteration 9Q: 3 clusters Score -88349.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -88354.953125 Penalty: 3324.781250
	Iteration 10Q: 3 clusters Score -88354.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -88364.515625 Penalty: 3324.781250
	Iteration 11Q: 3 clusters Score -88364.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -88405.296875 Penalty: 3324.781250
	Iteration 12Q: 3 clusters Score -88405.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -88551.296875 Penalty: 3324.781250
	Iteration 13Q: 3 clusters Score -88551.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -88661.984375 Penalty: 3324.781250
	Iteration 14Q: 3 clusters Score -88661.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -88670.218750 Penalty: 3324.781250
	Iteration 15Q: 3 clusters Score -88670.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -88670.218750 Penalty: 3324.781250
	Iteration 16F: 3 clusters Score -88670.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 301659 members 
Mstep: Class 2 contains 57324 members 
Mstep: Class 3 contains 18954 members 
Mstep: Class 4 contains 285389 members 
Mstep: Class 5 contains 9829 members 
Mstep: Class 6 contains 22391 members 
Mstep: Class 7 contains 8623 members 
Mstep: Class 8 contains 108613 members 
Mstep: Class 9 contains 31942 members 
Mstep: Class 10 contains 76657 members 
Mstep: Class 11 contains 21863 members 
Mstep: Class 12 contains 4196 members 
Mstep: Class 13 contains 22215 members 
Mstep: Class 14 contains 25040 members 
Mstep: Class 15 contains 140093 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14738 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3615 members 
Mstep: Class 20 contains 14523 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 6524 members 
Mstep: Class 24 contains 8689 members 
Mstep: Class 25 contains 350 members 
Mstep: Class 26 contains 82899 members 
Mstep: Class 27 contains 383 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
Score: -154618080.000000 Penalty: 97617.203125
Splitting cluster 25 changes total score from -154619568.000000 to -154618080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (82899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82899 members 
Entering Unmasked Estep 
Score: -10468449.000000 Penalty: 2808.693848
	Iteration 0F: 2 clusters Score -1.046845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -10412972.000000 Penalty: 5617.387695
	Iteration 0F: 3 clusters Score -1.041297e+07 nChanged 39056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -10434962.000000 Penalty: 5617.387695
	Iteration 1F: 3 clusters Score -1.043496e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -10435598.000000 Penalty: 5617.387695
	Iteration 2Q: 3 clusters Score -1.04356e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -10436101.000000 Penalty: 5617.387695
	Iteration 3Q: 3 clusters Score -1.04361e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -10436660.000000 Penalty: 5617.387695
	Iteration 4Q: 3 clusters Score -1.043666e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -10437081.000000 Penalty: 5617.387695
	Iteration 5Q: 3 clusters Score -1.043708e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -10437700.000000 Penalty: 5617.387695
	Iteration 6Q: 3 clusters Score -1.04377e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -10438214.000000 Penalty: 5617.387695
	Iteration 7Q: 3 clusters Score -1.043821e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -10438864.000000 Penalty: 5617.387695
	Iteration 8Q: 3 clusters Score -1.043886e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -10439739.000000 Penalty: 5617.387695
	Iteration 9Q: 3 clusters Score -1.043974e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -10440740.000000 Penalty: 5617.387695
	Iteration 10Q: 3 clusters Score -1.044074e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -10441948.000000 Penalty: 5617.387695
	Iteration 11Q: 3 clusters Score -1.044195e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -10443601.000000 Penalty: 5617.387695
	Iteration 12Q: 3 clusters Score -1.04436e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -10446009.000000 Penalty: 5617.387695
	Iteration 13Q: 3 clusters Score -1.044601e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -10449092.000000 Penalty: 5617.387695
	Iteration 14F: 3 clusters Score -1.044909e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -10452082.000000 Penalty: 5617.387695
	Iteration 15F: 3 clusters Score -1.045208e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -10454309.000000 Penalty: 5617.387695
	Iteration 16Q: 3 clusters Score -1.045431e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -10455584.000000 Penalty: 5617.387695
	Iteration 17Q: 3 clusters Score -1.045558e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -10456208.000000 Penalty: 5617.387695
	Iteration 18Q: 3 clusters Score -1.045621e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54164 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -10456641.000000 Penalty: 5617.387695
	Iteration 19Q: 3 clusters Score -1.045664e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54916 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -10457002.000000 Penalty: 5617.387695
	Iteration 20F: 3 clusters Score -1.0457e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -10457273.000000 Penalty: 5617.387695
	Iteration 21Q: 3 clusters Score -1.045727e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -10457530.000000 Penalty: 5617.387695
	Iteration 22Q: 3 clusters Score -1.045753e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57370 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -10457814.000000 Penalty: 5617.387695
	Iteration 23Q: 3 clusters Score -1.045781e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -10458091.000000 Penalty: 5617.387695
	Iteration 24Q: 3 clusters Score -1.045809e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -10458318.000000 Penalty: 5617.387695
	Iteration 25Q: 3 clusters Score -1.045832e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -10458681.000000 Penalty: 5617.387695
	Iteration 26Q: 3 clusters Score -1.045868e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60975 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -10458953.000000 Penalty: 5617.387695
	Iteration 27Q: 3 clusters Score -1.045895e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -10459261.000000 Penalty: 5617.387695
	Iteration 28Q: 3 clusters Score -1.045926e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -10459613.000000 Penalty: 5617.387695
	Iteration 29Q: 3 clusters Score -1.045961e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64017 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -10459979.000000 Penalty: 5617.387695
	Iteration 30Q: 3 clusters Score -1.045998e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65044 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -10460311.000000 Penalty: 5617.387695
	Iteration 31Q: 3 clusters Score -1.046031e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66070 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -10460639.000000 Penalty: 5617.387695
	Iteration 32Q: 3 clusters Score -1.046064e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67134 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -10460995.000000 Penalty: 5617.387695
	Iteration 33Q: 3 clusters Score -1.0461e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68168 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -10461364.000000 Penalty: 5617.387695
	Iteration 34Q: 3 clusters Score -1.046136e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69205 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -10461693.000000 Penalty: 5617.387695
	Iteration 35Q: 3 clusters Score -1.046169e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70174 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -10462021.000000 Penalty: 5617.387695
	Iteration 36Q: 3 clusters Score -1.046202e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71093 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -10462279.000000 Penalty: 5617.387695
	Iteration 37Q: 3 clusters Score -1.046228e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72001 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -10462613.000000 Penalty: 5617.387695
	Iteration 38Q: 3 clusters Score -1.046261e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72882 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -10462924.000000 Penalty: 5617.387695
	Iteration 39Q: 3 clusters Score -1.046292e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73718 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -10463192.000000 Penalty: 5617.387695
	Iteration 40F: 3 clusters Score -1.046319e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74584 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -10463565.000000 Penalty: 5617.387695
	Iteration 41Q: 3 clusters Score -1.046356e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75397 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -10463903.000000 Penalty: 5617.387695
	Iteration 42Q: 3 clusters Score -1.04639e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76124 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -10464135.000000 Penalty: 5617.387695
	Iteration 43Q: 3 clusters Score -1.046414e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76756 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -10464366.000000 Penalty: 5617.387695
	Iteration 44Q: 3 clusters Score -1.046437e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77346 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -10464611.000000 Penalty: 5617.387695
	Iteration 45Q: 3 clusters Score -1.046461e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77846 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -10464764.000000 Penalty: 5617.387695
	Iteration 46Q: 3 clusters Score -1.046476e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78309 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -10464910.000000 Penalty: 5617.387695
	Iteration 47Q: 3 clusters Score -1.046491e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78718 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -10465059.000000 Penalty: 5617.387695
	Iteration 48Q: 3 clusters Score -1.046506e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79090 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -10465235.000000 Penalty: 5617.387695
	Iteration 49Q: 3 clusters Score -1.046524e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79434 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -10465374.000000 Penalty: 5617.387695
	Iteration 50Q: 3 clusters Score -1.046537e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79749 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -10465444.000000 Penalty: 5617.387695
	Iteration 51Q: 3 clusters Score -1.046544e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80019 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -10465540.000000 Penalty: 5617.387695
	Iteration 52Q: 3 clusters Score -1.046554e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80274 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -10465625.000000 Penalty: 5617.387695
	Iteration 53Q: 3 clusters Score -1.046562e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80470 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -10465710.000000 Penalty: 5617.387695
	Iteration 54Q: 3 clusters Score -1.046571e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80617 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -10465764.000000 Penalty: 5617.387695
	Iteration 55Q: 3 clusters Score -1.046576e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80746 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -10465813.000000 Penalty: 5617.387695
	Iteration 56Q: 3 clusters Score -1.046581e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80847 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -10465850.000000 Penalty: 5617.387695
	Iteration 57Q: 3 clusters Score -1.046585e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80938 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -10465881.000000 Penalty: 5617.387695
	Iteration 58Q: 3 clusters Score -1.046588e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81010 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -10465919.000000 Penalty: 5617.387695
	Iteration 59Q: 3 clusters Score -1.046592e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81081 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -10465964.000000 Penalty: 5617.387695
	Iteration 60F: 3 clusters Score -1.046596e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81146 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -10465996.000000 Penalty: 5617.387695
	Iteration 61Q: 3 clusters Score -1.0466e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81205 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -10466006.000000 Penalty: 5617.387695
	Iteration 62Q: 3 clusters Score -1.046601e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81250 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -10466029.000000 Penalty: 5617.387695
	Iteration 63Q: 3 clusters Score -1.046603e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -10466051.000000 Penalty: 5617.387695
	Iteration 64Q: 3 clusters Score -1.046605e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81333 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -10466064.000000 Penalty: 5617.387695
	Iteration 65Q: 3 clusters Score -1.046606e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81358 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -10466078.000000 Penalty: 5617.387695
	Iteration 66Q: 3 clusters Score -1.046608e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81381 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -10466067.000000 Penalty: 5617.387695
	Iteration 67Q: 3 clusters Score -1.046607e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81404 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -10466075.000000 Penalty: 5617.387695
	Iteration 68Q: 3 clusters Score -1.046608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81420 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -10466057.000000 Penalty: 5617.387695
	Iteration 69Q: 3 clusters Score -1.046606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81434 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -10466075.000000 Penalty: 5617.387695
	Iteration 70Q: 3 clusters Score -1.046608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81448 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -10466080.000000 Penalty: 5617.387695
	Iteration 71Q: 3 clusters Score -1.046608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81455 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -10466087.000000 Penalty: 5617.387695
	Iteration 72Q: 3 clusters Score -1.046609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81459 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -10466091.000000 Penalty: 5617.387695
	Iteration 73Q: 3 clusters Score -1.046609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81462 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -10466097.000000 Penalty: 5617.387695
	Iteration 74Q: 3 clusters Score -1.04661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81464 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -10466098.000000 Penalty: 5617.387695
	Iteration 75Q: 3 clusters Score -1.04661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81466 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -10466100.000000 Penalty: 5617.387695
	Iteration 76Q: 3 clusters Score -1.04661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81468 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -10466099.000000 Penalty: 5617.387695
	Iteration 77Q: 3 clusters Score -1.04661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81470 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -10466096.000000 Penalty: 5617.387695
	Iteration 78Q: 3 clusters Score -1.04661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81471 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -10466096.000000 Penalty: 5617.387695
	Iteration 79Q: 3 clusters Score -1.04661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81473 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -10466091.000000 Penalty: 5617.387695
	Iteration 80F: 3 clusters Score -1.046609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81475 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -10466097.000000 Penalty: 5617.387695
	Iteration 81Q: 3 clusters Score -1.04661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81476 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -10466101.000000 Penalty: 5617.387695
	Iteration 82Q: 3 clusters Score -1.04661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81476 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -10466101.000000 Penalty: 5617.387695
	Iteration 83F: 3 clusters Score -1.04661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -38267.535156 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -38267.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36951.136719 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -36951.14 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37189.902344 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -37189.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37269.757812 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -37269.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -37312.261719 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -37312.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37323.324219 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -37323.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -37332.269531 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -37332.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -37337.316406 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -37337.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -37347.597656 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -37347.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -37359.808594 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -37359.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -37364.406250 Penalty: 2950.225586
	Iteration 9Q: 3 clusters Score -37364.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -37369.503906 Penalty: 2950.225586
	Iteration 10Q: 3 clusters Score -37369.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -37369.503906 Penalty: 2950.225586
	Iteration 11F: 3 clusters Score -37369.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 301659 members 
Mstep: Class 2 contains 57324 members 
Mstep: Class 3 contains 18954 members 
Mstep: Class 4 contains 285389 members 
Mstep: Class 5 contains 9829 members 
Mstep: Class 6 contains 22391 members 
Mstep: Class 7 contains 8623 members 
Mstep: Class 8 contains 108613 members 
Mstep: Class 9 contains 31942 members 
Mstep: Class 10 contains 76657 members 
Mstep: Class 11 contains 21863 members 
Mstep: Class 12 contains 4196 members 
Mstep: Class 13 contains 22215 members 
Mstep: Class 14 contains 25040 members 
Mstep: Class 15 contains 140093 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14738 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3615 members 
Mstep: Class 20 contains 14523 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 6524 members 
Mstep: Class 24 contains 8689 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82899 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619568.000000 Penalty: 94130.875000
Iteration 239Q: 28 clusters Score -1.546196e+08 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 301513 members 
Mstep: Class 2 contains 57281 members 
Mstep: Class 3 contains 18931 members 
Mstep: Class 4 contains 285730 members 
Mstep: Class 5 contains 9835 members 
Mstep: Class 6 contains 22389 members 
Mstep: Class 7 contains 8623 members 
Mstep: Class 8 contains 108555 members 
Mstep: Class 9 contains 31934 members 
Mstep: Class 10 contains 76681 members 
Mstep: Class 11 contains 21848 members 
Mstep: Class 12 contains 4200 members 
Mstep: Class 13 contains 22214 members 
Mstep: Class 14 contains 25040 members 
Mstep: Class 15 contains 140075 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14715 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3615 members 
Mstep: Class 20 contains 14524 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 6523 members 
Mstep: Class 24 contains 8689 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82861 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620048.000000 Penalty: 94130.875000
Iteration 240F: 28 clusters Score -1.5462e+08 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 301319 members 
Mstep: Class 2 contains 57250 members 
Mstep: Class 3 contains 18917 members 
Mstep: Class 4 contains 286076 members 
Mstep: Class 5 contains 9842 members 
Mstep: Class 6 contains 22395 members 
Mstep: Class 7 contains 8622 members 
Mstep: Class 8 contains 108492 members 
Mstep: Class 9 contains 31938 members 
Mstep: Class 10 contains 76700 members 
Mstep: Class 11 contains 21835 members 
Mstep: Class 12 contains 4203 members 
Mstep: Class 13 contains 22215 members 
Mstep: Class 14 contains 25036 members 
Mstep: Class 15 contains 140108 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14674 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3612 members 
Mstep: Class 20 contains 14524 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 6525 members 
Mstep: Class 24 contains 8686 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82807 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619984.000000 Penalty: 94130.875000
Iteration 241Q: 28 clusters Score -1.5462e+08 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 301086 members 
Mstep: Class 2 contains 57227 members 
Mstep: Class 3 contains 18904 members 
Mstep: Class 4 contains 286473 members 
Mstep: Class 5 contains 9842 members 
Mstep: Class 6 contains 22390 members 
Mstep: Class 7 contains 8621 members 
Mstep: Class 8 contains 108408 members 
Mstep: Class 9 contains 31936 members 
Mstep: Class 10 contains 76727 members 
Mstep: Class 11 contains 21814 members 
Mstep: Class 12 contains 4202 members 
Mstep: Class 13 contains 22218 members 
Mstep: Class 14 contains 25039 members 
Mstep: Class 15 contains 140153 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3612 members 
Mstep: Class 20 contains 14522 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3909 members 
Mstep: Class 23 contains 6523 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82759 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619680.000000 Penalty: 94130.875000
Iteration 242Q: 28 clusters Score -1.546197e+08 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 300879 members 
Mstep: Class 2 contains 57223 members 
Mstep: Class 3 contains 18888 members 
Mstep: Class 4 contains 286700 members 
Mstep: Class 5 contains 9849 members 
Mstep: Class 6 contains 22390 members 
Mstep: Class 7 contains 8622 members 
Mstep: Class 8 contains 108347 members 
Mstep: Class 9 contains 31931 members 
Mstep: Class 10 contains 76755 members 
Mstep: Class 11 contains 21793 members 
Mstep: Class 12 contains 4204 members 
Mstep: Class 13 contains 22221 members 
Mstep: Class 14 contains 25042 members 
Mstep: Class 15 contains 140241 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14598 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3611 members 
Mstep: Class 20 contains 14522 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3909 members 
Mstep: Class 23 contains 6523 members 
Mstep: Class 24 contains 8683 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82756 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154619952.000000 Penalty: 94130.875000
Iteration 243Q: 28 clusters Score -1.5462e+08 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 300749 members 
Mstep: Class 2 contains 57210 members 
Mstep: Class 3 contains 18879 members 
Mstep: Class 4 contains 286889 members 
Mstep: Class 5 contains 9850 members 
Mstep: Class 6 contains 22395 members 
Mstep: Class 7 contains 8623 members 
Mstep: Class 8 contains 108287 members 
Mstep: Class 9 contains 31930 members 
Mstep: Class 10 contains 76783 members 
Mstep: Class 11 contains 21761 members 
Mstep: Class 12 contains 4205 members 
Mstep: Class 13 contains 22222 members 
Mstep: Class 14 contains 25042 members 
Mstep: Class 15 contains 140293 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14555 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 14516 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3909 members 
Mstep: Class 23 contains 6526 members 
Mstep: Class 24 contains 8683 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82770 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620288.000000 Penalty: 94130.875000
Iteration 244Q: 28 clusters Score -1.546203e+08 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 300584 members 
Mstep: Class 2 contains 57168 members 
Mstep: Class 3 contains 18873 members 
Mstep: Class 4 contains 287149 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 22392 members 
Mstep: Class 7 contains 8624 members 
Mstep: Class 8 contains 108212 members 
Mstep: Class 9 contains 31929 members 
Mstep: Class 10 contains 76811 members 
Mstep: Class 11 contains 21739 members 
Mstep: Class 12 contains 4205 members 
Mstep: Class 13 contains 22224 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 140326 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14515 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3608 members 
Mstep: Class 20 contains 14510 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3909 members 
Mstep: Class 23 contains 6531 members 
Mstep: Class 24 contains 8685 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82795 members 
Mstep: Class 27 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620176.000000 Penalty: 94130.875000
Iteration 245Q: 28 clusters Score -1.546202e+08 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 300383 members 
Mstep: Class 2 contains 57122 members 
Mstep: Class 3 contains 18857 members 
Mstep: Class 4 contains 287464 members 
Mstep: Class 5 contains 9849 members 
Mstep: Class 6 contains 22391 members 
Mstep: Class 7 contains 8624 members 
Mstep: Class 8 contains 108131 members 
Mstep: Class 9 contains 31929 members 
Mstep: Class 10 contains 76829 members 
Mstep: Class 11 contains 21726 members 
Mstep: Class 12 contains 4202 members 
Mstep: Class 13 contains 22227 members 
Mstep: Class 14 contains 25049 members 
Mstep: Class 15 contains 140367 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14489 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3608 members 
Mstep: Class 20 contains 14505 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3908 members 
Mstep: Class 23 contains 6532 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82810 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620352.000000 Penalty: 94130.875000
Iteration 246Q: 28 clusters Score -1.546204e+08 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 300222 members 
Mstep: Class 2 contains 57076 members 
Mstep: Class 3 contains 18849 members 
Mstep: Class 4 contains 287717 members 
Mstep: Class 5 contains 9850 members 
Mstep: Class 6 contains 22398 members 
Mstep: Class 7 contains 8624 members 
Mstep: Class 8 contains 108061 members 
Mstep: Class 9 contains 31932 members 
Mstep: Class 10 contains 76844 members 
Mstep: Class 11 contains 21703 members 
Mstep: Class 12 contains 4199 members 
Mstep: Class 13 contains 22225 members 
Mstep: Class 14 contains 25051 members 
Mstep: Class 15 contains 140403 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14469 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3611 members 
Mstep: Class 20 contains 14502 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 6532 members 
Mstep: Class 24 contains 8685 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82826 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620576.000000 Penalty: 94130.875000
Iteration 247Q: 28 clusters Score -1.546206e+08 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 300115 members 
Mstep: Class 2 contains 57054 members 
Mstep: Class 3 contains 18839 members 
Mstep: Class 4 contains 287884 members 
Mstep: Class 5 contains 9851 members 
Mstep: Class 6 contains 22398 members 
Mstep: Class 7 contains 8624 members 
Mstep: Class 8 contains 108010 members 
Mstep: Class 9 contains 31936 members 
Mstep: Class 10 contains 76858 members 
Mstep: Class 11 contains 21678 members 
Mstep: Class 12 contains 4199 members 
Mstep: Class 13 contains 22228 members 
Mstep: Class 14 contains 25051 members 
Mstep: Class 15 contains 140445 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14444 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3613 members 
Mstep: Class 20 contains 14499 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 6537 members 
Mstep: Class 24 contains 8685 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82831 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620736.000000 Penalty: 94130.875000
Iteration 248Q: 28 clusters Score -1.546207e+08 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 299997 members 
Mstep: Class 2 contains 57052 members 
Mstep: Class 3 contains 18834 members 
Mstep: Class 4 contains 288038 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 22397 members 
Mstep: Class 7 contains 8624 members 
Mstep: Class 8 contains 107980 members 
Mstep: Class 9 contains 31940 members 
Mstep: Class 10 contains 76879 members 
Mstep: Class 11 contains 21674 members 
Mstep: Class 12 contains 4196 members 
Mstep: Class 13 contains 22230 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 140498 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14407 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3614 members 
Mstep: Class 20 contains 14495 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 6539 members 
Mstep: Class 24 contains 8685 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82803 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620752.000000 Penalty: 94130.875000
Iteration 249Q: 28 clusters Score -1.546208e+08 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 299943 members 
Mstep: Class 2 contains 57058 members 
Mstep: Class 3 contains 18828 members 
Mstep: Class 4 contains 288084 members 
Mstep: Class 5 contains 9849 members 
Mstep: Class 6 contains 22394 members 
Mstep: Class 7 contains 8624 members 
Mstep: Class 8 contains 107948 members 
Mstep: Class 9 contains 31939 members 
Mstep: Class 10 contains 76892 members 
Mstep: Class 11 contains 21666 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 22232 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 140566 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14371 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3611 members 
Mstep: Class 20 contains 14495 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 6542 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82805 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620544.000000 Penalty: 94130.875000
Iteration 250Q: 28 clusters Score -1.546205e+08 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 299896 members 
Mstep: Class 2 contains 57057 members 
Mstep: Class 3 contains 18821 members 
Mstep: Class 4 contains 288090 members 
Mstep: Class 5 contains 9845 members 
Mstep: Class 6 contains 22388 members 
Mstep: Class 7 contains 8624 members 
Mstep: Class 8 contains 107926 members 
Mstep: Class 9 contains 31941 members 
Mstep: Class 10 contains 76908 members 
Mstep: Class 11 contains 21654 members 
Mstep: Class 12 contains 4199 members 
Mstep: Class 13 contains 22233 members 
Mstep: Class 14 contains 25052 members 
Mstep: Class 15 contains 140634 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14358 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 14499 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 6541 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82819 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620912.000000 Penalty: 94130.875000
Iteration 251Q: 28 clusters Score -1.546209e+08 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 299809 members 
Mstep: Class 2 contains 57052 members 
Mstep: Class 3 contains 18818 members 
Mstep: Class 4 contains 288088 members 
Mstep: Class 5 contains 9842 members 
Mstep: Class 6 contains 22388 members 
Mstep: Class 7 contains 8624 members 
Mstep: Class 8 contains 107904 members 
Mstep: Class 9 contains 31939 members 
Mstep: Class 10 contains 76911 members 
Mstep: Class 11 contains 21638 members 
Mstep: Class 12 contains 4196 members 
Mstep: Class 13 contains 22243 members 
Mstep: Class 14 contains 25055 members 
Mstep: Class 15 contains 140740 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14342 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3611 members 
Mstep: Class 20 contains 14501 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 6540 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82854 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620672.000000 Penalty: 94130.875000
Iteration 252Q: 28 clusters Score -1.546207e+08 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 299768 members 
Mstep: Class 2 contains 57049 members 
Mstep: Class 3 contains 18816 members 
Mstep: Class 4 contains 288086 members 
Mstep: Class 5 contains 9841 members 
Mstep: Class 6 contains 22386 members 
Mstep: Class 7 contains 8624 members 
Mstep: Class 8 contains 107882 members 
Mstep: Class 9 contains 31943 members 
Mstep: Class 10 contains 76916 members 
Mstep: Class 11 contains 21608 members 
Mstep: Class 12 contains 4197 members 
Mstep: Class 13 contains 22245 members 
Mstep: Class 14 contains 25056 members 
Mstep: Class 15 contains 140837 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14314 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3612 members 
Mstep: Class 20 contains 14500 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 6536 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82880 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620912.000000 Penalty: 94130.875000
Iteration 253Q: 28 clusters Score -1.546209e+08 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 299758 members 
Mstep: Class 2 contains 57030 members 
Mstep: Class 3 contains 18796 members 
Mstep: Class 4 contains 288036 members 
Mstep: Class 5 contains 9833 members 
Mstep: Class 6 contains 22386 members 
Mstep: Class 7 contains 8625 members 
Mstep: Class 8 contains 107859 members 
Mstep: Class 9 contains 31940 members 
Mstep: Class 10 contains 76927 members 
Mstep: Class 11 contains 21579 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 22248 members 
Mstep: Class 14 contains 25061 members 
Mstep: Class 15 contains 140974 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14304 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3615 members 
Mstep: Class 20 contains 14497 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 6537 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82893 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620880.000000 Penalty: 94130.875000
Iteration 254Q: 28 clusters Score -1.546209e+08 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 299776 members 
Mstep: Class 2 contains 57029 members 
Mstep: Class 3 contains 18785 members 
Mstep: Class 4 contains 287923 members 
Mstep: Class 5 contains 9826 members 
Mstep: Class 6 contains 22389 members 
Mstep: Class 7 contains 8625 members 
Mstep: Class 8 contains 107851 members 
Mstep: Class 9 contains 31943 members 
Mstep: Class 10 contains 76922 members 
Mstep: Class 11 contains 21550 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 22243 members 
Mstep: Class 14 contains 25061 members 
Mstep: Class 15 contains 141131 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14290 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3617 members 
Mstep: Class 20 contains 14496 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 6536 members 
Mstep: Class 24 contains 8685 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82907 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620912.000000 Penalty: 94130.875000
Iteration 255Q: 28 clusters Score -1.546209e+08 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 299754 members 
Mstep: Class 2 contains 57035 members 
Mstep: Class 3 contains 18784 members 
Mstep: Class 4 contains 287835 members 
Mstep: Class 5 contains 9831 members 
Mstep: Class 6 contains 22383 members 
Mstep: Class 7 contains 8625 members 
Mstep: Class 8 contains 107828 members 
Mstep: Class 9 contains 31943 members 
Mstep: Class 10 contains 76918 members 
Mstep: Class 11 contains 21528 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 22245 members 
Mstep: Class 14 contains 25063 members 
Mstep: Class 15 contains 141316 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14272 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3617 members 
Mstep: Class 20 contains 14494 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 6535 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82897 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620720.000000 Penalty: 94130.875000
Iteration 256Q: 28 clusters Score -1.546207e+08 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 299758 members 
Mstep: Class 2 contains 57007 members 
Mstep: Class 3 contains 18781 members 
Mstep: Class 4 contains 287792 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 22373 members 
Mstep: Class 7 contains 8625 members 
Mstep: Class 8 contains 107806 members 
Mstep: Class 9 contains 31936 members 
Mstep: Class 10 contains 76914 members 
Mstep: Class 11 contains 21508 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 22242 members 
Mstep: Class 14 contains 25062 members 
Mstep: Class 15 contains 141471 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14244 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3615 members 
Mstep: Class 20 contains 14492 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 6537 members 
Mstep: Class 24 contains 8681 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82902 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620704.000000 Penalty: 94130.875000
Iteration 257Q: 28 clusters Score -1.546207e+08 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 299749 members 
Mstep: Class 2 contains 56991 members 
Mstep: Class 3 contains 18785 members 
Mstep: Class 4 contains 287719 members 
Mstep: Class 5 contains 9841 members 
Mstep: Class 6 contains 22357 members 
Mstep: Class 7 contains 8625 members 
Mstep: Class 8 contains 107757 members 
Mstep: Class 9 contains 31935 members 
Mstep: Class 10 contains 76901 members 
Mstep: Class 11 contains 21500 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 22245 members 
Mstep: Class 14 contains 25067 members 
Mstep: Class 15 contains 141651 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14218 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3616 members 
Mstep: Class 20 contains 14492 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 6544 members 
Mstep: Class 24 contains 8679 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82912 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620928.000000 Penalty: 94130.875000
Iteration 258Q: 28 clusters Score -1.546209e+08 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 299759 members 
Mstep: Class 2 contains 56962 members 
Mstep: Class 3 contains 18793 members 
Mstep: Class 4 contains 287605 members 
Mstep: Class 5 contains 9842 members 
Mstep: Class 6 contains 22343 members 
Mstep: Class 7 contains 8625 members 
Mstep: Class 8 contains 107714 members 
Mstep: Class 9 contains 31932 members 
Mstep: Class 10 contains 76905 members 
Mstep: Class 11 contains 21479 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 22249 members 
Mstep: Class 14 contains 25066 members 
Mstep: Class 15 contains 141823 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14215 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3619 members 
Mstep: Class 20 contains 14493 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 6544 members 
Mstep: Class 24 contains 8679 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82936 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621152.000000 Penalty: 94130.875000
Iteration 259Q: 28 clusters Score -1.546212e+08 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 299744 members 
Mstep: Class 2 contains 56934 members 
Mstep: Class 3 contains 18795 members 
Mstep: Class 4 contains 287514 members 
Mstep: Class 5 contains 9846 members 
Mstep: Class 6 contains 22333 members 
Mstep: Class 7 contains 8625 members 
Mstep: Class 8 contains 107678 members 
Mstep: Class 9 contains 31927 members 
Mstep: Class 10 contains 76910 members 
Mstep: Class 11 contains 21463 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 22252 members 
Mstep: Class 14 contains 25070 members 
Mstep: Class 15 contains 141996 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14205 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3615 members 
Mstep: Class 20 contains 14487 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 6544 members 
Mstep: Class 24 contains 8679 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82963 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621184.000000 Penalty: 94130.875000
Iteration 260F: 28 clusters Score -1.546212e+08 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 299721 members 
Mstep: Class 2 contains 56892 members 
Mstep: Class 3 contains 18798 members 
Mstep: Class 4 contains 287350 members 
Mstep: Class 5 contains 9852 members 
Mstep: Class 6 contains 22333 members 
Mstep: Class 7 contains 8625 members 
Mstep: Class 8 contains 107650 members 
Mstep: Class 9 contains 31919 members 
Mstep: Class 10 contains 76920 members 
Mstep: Class 11 contains 21470 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 22250 members 
Mstep: Class 14 contains 25076 members 
Mstep: Class 15 contains 142210 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14176 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3614 members 
Mstep: Class 20 contains 14481 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 6546 members 
Mstep: Class 24 contains 8680 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83019 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621088.000000 Penalty: 94130.875000
Iteration 261Q: 28 clusters Score -1.546211e+08 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 299683 members 
Mstep: Class 2 contains 56876 members 
Mstep: Class 3 contains 18803 members 
Mstep: Class 4 contains 287191 members 
Mstep: Class 5 contains 9852 members 
Mstep: Class 6 contains 22327 members 
Mstep: Class 7 contains 8625 members 
Mstep: Class 8 contains 107612 members 
Mstep: Class 9 contains 31921 members 
Mstep: Class 10 contains 76918 members 
Mstep: Class 11 contains 21477 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22249 members 
Mstep: Class 14 contains 25080 members 
Mstep: Class 15 contains 142431 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14154 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3614 members 
Mstep: Class 20 contains 14478 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 6545 members 
Mstep: Class 24 contains 8681 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83067 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621200.000000 Penalty: 94130.875000
Iteration 262Q: 28 clusters Score -1.546212e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 299669 members 
Mstep: Class 2 contains 56852 members 
Mstep: Class 3 contains 18816 members 
Mstep: Class 4 contains 287017 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 6 contains 22322 members 
Mstep: Class 7 contains 8625 members 
Mstep: Class 8 contains 107589 members 
Mstep: Class 9 contains 31916 members 
Mstep: Class 10 contains 76921 members 
Mstep: Class 11 contains 21465 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 22249 members 
Mstep: Class 14 contains 25086 members 
Mstep: Class 15 contains 142640 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14136 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3611 members 
Mstep: Class 20 contains 14478 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 6548 members 
Mstep: Class 24 contains 8680 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83104 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621184.000000 Penalty: 94130.875000
Iteration 263Q: 28 clusters Score -1.546212e+08 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 299616 members 
Mstep: Class 2 contains 56836 members 
Mstep: Class 3 contains 18821 members 
Mstep: Class 4 contains 286925 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 6 contains 22318 members 
Mstep: Class 7 contains 8626 members 
Mstep: Class 8 contains 107583 members 
Mstep: Class 9 contains 31911 members 
Mstep: Class 10 contains 76923 members 
Mstep: Class 11 contains 21446 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 22251 members 
Mstep: Class 14 contains 25090 members 
Mstep: Class 15 contains 142815 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14121 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3609 members 
Mstep: Class 20 contains 14480 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 6549 members 
Mstep: Class 24 contains 8677 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83125 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620944.000000 Penalty: 94130.875000
Iteration 264Q: 28 clusters Score -1.546209e+08 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 299550 members 
Mstep: Class 2 contains 56821 members 
Mstep: Class 3 contains 18820 members 
Mstep: Class 4 contains 286907 members 
Mstep: Class 5 contains 9861 members 
Mstep: Class 6 contains 22315 members 
Mstep: Class 7 contains 8626 members 
Mstep: Class 8 contains 107564 members 
Mstep: Class 9 contains 31905 members 
Mstep: Class 10 contains 76916 members 
Mstep: Class 11 contains 21437 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 22255 members 
Mstep: Class 14 contains 25094 members 
Mstep: Class 15 contains 142975 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14082 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3607 members 
Mstep: Class 20 contains 14480 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 6551 members 
Mstep: Class 24 contains 8675 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83135 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620848.000000 Penalty: 94130.875000
Iteration 265Q: 28 clusters Score -1.546208e+08 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 299444 members 
Mstep: Class 2 contains 56802 members 
Mstep: Class 3 contains 18825 members 
Mstep: Class 4 contains 286869 members 
Mstep: Class 5 contains 9865 members 
Mstep: Class 6 contains 22308 members 
Mstep: Class 7 contains 8626 members 
Mstep: Class 8 contains 107557 members 
Mstep: Class 9 contains 31900 members 
Mstep: Class 10 contains 76919 members 
Mstep: Class 11 contains 21431 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 22260 members 
Mstep: Class 14 contains 25097 members 
Mstep: Class 15 contains 143159 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14063 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3608 members 
Mstep: Class 20 contains 14469 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6555 members 
Mstep: Class 24 contains 8673 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83147 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620576.000000 Penalty: 94130.875000
Iteration 266Q: 28 clusters Score -1.546206e+08 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 299288 members 
Mstep: Class 2 contains 56801 members 
Mstep: Class 3 contains 18833 members 
Mstep: Class 4 contains 286843 members 
Mstep: Class 5 contains 9864 members 
Mstep: Class 6 contains 22304 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 107554 members 
Mstep: Class 9 contains 31901 members 
Mstep: Class 10 contains 76927 members 
Mstep: Class 11 contains 21434 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 22262 members 
Mstep: Class 14 contains 25097 members 
Mstep: Class 15 contains 143340 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14045 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3611 members 
Mstep: Class 20 contains 14464 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 6559 members 
Mstep: Class 24 contains 8670 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83153 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620736.000000 Penalty: 94130.875000
Iteration 267Q: 28 clusters Score -1.546207e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 299097 members 
Mstep: Class 2 contains 56804 members 
Mstep: Class 3 contains 18837 members 
Mstep: Class 4 contains 286844 members 
Mstep: Class 5 contains 9866 members 
Mstep: Class 6 contains 22296 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 107543 members 
Mstep: Class 9 contains 31899 members 
Mstep: Class 10 contains 76938 members 
Mstep: Class 11 contains 21444 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22262 members 
Mstep: Class 14 contains 25095 members 
Mstep: Class 15 contains 143528 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 14021 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3611 members 
Mstep: Class 20 contains 14464 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 6559 members 
Mstep: Class 24 contains 8669 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83176 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620720.000000 Penalty: 94130.875000
Iteration 268Q: 28 clusters Score -1.546207e+08 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 298918 members 
Mstep: Class 2 contains 56800 members 
Mstep: Class 3 contains 18842 members 
Mstep: Class 4 contains 286885 members 
Mstep: Class 5 contains 9864 members 
Mstep: Class 6 contains 22291 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 107533 members 
Mstep: Class 9 contains 31896 members 
Mstep: Class 10 contains 76940 members 
Mstep: Class 11 contains 21440 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 22258 members 
Mstep: Class 14 contains 25094 members 
Mstep: Class 15 contains 143719 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13988 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 14457 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 6558 members 
Mstep: Class 24 contains 8669 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83190 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620752.000000 Penalty: 94130.875000
Iteration 269Q: 28 clusters Score -1.546208e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 298767 members 
Mstep: Class 2 contains 56783 members 
Mstep: Class 3 contains 18851 members 
Mstep: Class 4 contains 286891 members 
Mstep: Class 5 contains 9863 members 
Mstep: Class 6 contains 22288 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 107507 members 
Mstep: Class 9 contains 31892 members 
Mstep: Class 10 contains 76945 members 
Mstep: Class 11 contains 21440 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 22255 members 
Mstep: Class 14 contains 25097 members 
Mstep: Class 15 contains 143887 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13970 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3606 members 
Mstep: Class 20 contains 14457 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 6561 members 
Mstep: Class 24 contains 8668 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83223 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620928.000000 Penalty: 94130.875000
Iteration 270Q: 28 clusters Score -1.546209e+08 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 298685 members 
Mstep: Class 2 contains 56756 members 
Mstep: Class 3 contains 18845 members 
Mstep: Class 4 contains 286828 members 
Mstep: Class 5 contains 9861 members 
Mstep: Class 6 contains 22288 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 107488 members 
Mstep: Class 9 contains 31897 members 
Mstep: Class 10 contains 76955 members 
Mstep: Class 11 contains 21435 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 22256 members 
Mstep: Class 14 contains 25097 members 
Mstep: Class 15 contains 144049 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13965 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 14459 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6561 members 
Mstep: Class 24 contains 8667 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83257 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620880.000000 Penalty: 94130.875000
Iteration 271Q: 28 clusters Score -1.546209e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 298625 members 
Mstep: Class 2 contains 56746 members 
Mstep: Class 3 contains 18830 members 
Mstep: Class 4 contains 286727 members 
Mstep: Class 5 contains 9863 members 
Mstep: Class 6 contains 22285 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 107463 members 
Mstep: Class 9 contains 31901 members 
Mstep: Class 10 contains 76962 members 
Mstep: Class 11 contains 21421 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 22259 members 
Mstep: Class 14 contains 25093 members 
Mstep: Class 15 contains 144238 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13961 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 14457 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6561 members 
Mstep: Class 24 contains 8667 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83292 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621136.000000 Penalty: 94130.875000
Iteration 272Q: 28 clusters Score -1.546211e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 298583 members 
Mstep: Class 2 contains 56738 members 
Mstep: Class 3 contains 18831 members 
Mstep: Class 4 contains 286572 members 
Mstep: Class 5 contains 9864 members 
Mstep: Class 6 contains 22285 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 107423 members 
Mstep: Class 9 contains 31904 members 
Mstep: Class 10 contains 76962 members 
Mstep: Class 11 contains 21417 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22263 members 
Mstep: Class 14 contains 25094 members 
Mstep: Class 15 contains 144463 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13944 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3603 members 
Mstep: Class 20 contains 14453 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6562 members 
Mstep: Class 24 contains 8667 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83329 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621152.000000 Penalty: 94130.875000
Iteration 273Q: 28 clusters Score -1.546212e+08 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 298488 members 
Mstep: Class 2 contains 56731 members 
Mstep: Class 3 contains 18837 members 
Mstep: Class 4 contains 286466 members 
Mstep: Class 5 contains 9864 members 
Mstep: Class 6 contains 22287 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 107392 members 
Mstep: Class 9 contains 31904 members 
Mstep: Class 10 contains 76951 members 
Mstep: Class 11 contains 21410 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 22268 members 
Mstep: Class 14 contains 25094 members 
Mstep: Class 15 contains 144687 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13926 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 14457 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 6564 members 
Mstep: Class 24 contains 8667 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83361 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621040.000000 Penalty: 94130.875000
Iteration 274Q: 28 clusters Score -1.54621e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 298446 members 
Mstep: Class 2 contains 56713 members 
Mstep: Class 3 contains 18844 members 
Mstep: Class 4 contains 286316 members 
Mstep: Class 5 contains 9869 members 
Mstep: Class 6 contains 22283 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 107363 members 
Mstep: Class 9 contains 31900 members 
Mstep: Class 10 contains 76934 members 
Mstep: Class 11 contains 21402 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 22269 members 
Mstep: Class 14 contains 25091 members 
Mstep: Class 15 contains 144945 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13924 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 14453 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 6561 members 
Mstep: Class 24 contains 8667 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83376 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621280.000000 Penalty: 94130.875000
Iteration 275Q: 28 clusters Score -1.546213e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 298319 members 
Mstep: Class 2 contains 56713 members 
Mstep: Class 3 contains 18852 members 
Mstep: Class 4 contains 286178 members 
Mstep: Class 5 contains 9862 members 
Mstep: Class 6 contains 22284 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 107347 members 
Mstep: Class 9 contains 31901 members 
Mstep: Class 10 contains 76919 members 
Mstep: Class 11 contains 21407 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 22271 members 
Mstep: Class 14 contains 25089 members 
Mstep: Class 15 contains 145216 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13915 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3603 members 
Mstep: Class 20 contains 14451 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 6560 members 
Mstep: Class 24 contains 8667 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83405 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621072.000000 Penalty: 94130.875000
Iteration 276Q: 28 clusters Score -1.546211e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 298194 members 
Mstep: Class 2 contains 56704 members 
Mstep: Class 3 contains 18860 members 
Mstep: Class 4 contains 286018 members 
Mstep: Class 5 contains 9860 members 
Mstep: Class 6 contains 22281 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 107334 members 
Mstep: Class 9 contains 31903 members 
Mstep: Class 10 contains 76899 members 
Mstep: Class 11 contains 21415 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22270 members 
Mstep: Class 14 contains 25084 members 
Mstep: Class 15 contains 145510 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13901 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3600 members 
Mstep: Class 20 contains 14450 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 6561 members 
Mstep: Class 24 contains 8667 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83446 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620864.000000 Penalty: 94130.875000
Iteration 277Q: 28 clusters Score -1.546209e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 298051 members 
Mstep: Class 2 contains 56694 members 
Mstep: Class 3 contains 18868 members 
Mstep: Class 4 contains 285911 members 
Mstep: Class 5 contains 9862 members 
Mstep: Class 6 contains 22274 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 107305 members 
Mstep: Class 9 contains 31900 members 
Mstep: Class 10 contains 76884 members 
Mstep: Class 11 contains 21419 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22271 members 
Mstep: Class 14 contains 25086 members 
Mstep: Class 15 contains 145804 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 14448 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 6562 members 
Mstep: Class 24 contains 8667 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83468 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621056.000000 Penalty: 94130.875000
Iteration 278Q: 28 clusters Score -1.546211e+08 nChanged 1343
Entering ConstructFrom: 
Score: -154621056.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (297960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297960 members 
Entering Unmasked Estep 
Score: -36957604.000000 Penalty: 3125.969238
	Iteration 0F: 2 clusters Score -3.69576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148638 members 
Mstep: Class 2 contains 149322 members 
Entering Unmasked Estep 
Score: -36770724.000000 Penalty: 6251.938477
	Iteration 0F: 3 clusters Score -3.677072e+07 nChanged 143974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139172 members 
Mstep: Class 2 contains 158788 members 
Entering Unmasked Estep 
Score: -36856440.000000 Penalty: 6251.938477
	Iteration 1F: 3 clusters Score -3.685644e+07 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133254 members 
Mstep: Class 2 contains 164706 members 
Entering Unmasked Estep 
Score: -36858196.000000 Penalty: 6251.938477
	Iteration 2Q: 3 clusters Score -3.68582e+07 nChanged 10429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124135 members 
Mstep: Class 2 contains 173825 members 
Entering Unmasked Estep 
Score: -36861356.000000 Penalty: 6251.938477
	Iteration 3Q: 3 clusters Score -3.686136e+07 nChanged 14509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110294 members 
Mstep: Class 2 contains 187666 members 
Entering Unmasked Estep 
Score: -36867376.000000 Penalty: 6251.938477
	Iteration 4Q: 3 clusters Score -3.686738e+07 nChanged 20129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90463 members 
Mstep: Class 2 contains 207497 members 
Entering Unmasked Estep 
Score: -36879172.000000 Penalty: 6251.938477
	Iteration 5F: 3 clusters Score -3.687917e+07 nChanged 25437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 232788 members 
Entering Unmasked Estep 
Score: -36897984.000000 Penalty: 6251.938477
	Iteration 6F: 3 clusters Score -3.689798e+07 nChanged 26440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 259174 members 
Entering Unmasked Estep 
Score: -36921076.000000 Penalty: 6251.938477
	Iteration 7F: 3 clusters Score -3.692108e+07 nChanged 19603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 278751 members 
Entering Unmasked Estep 
Score: -36938700.000000 Penalty: 6251.938477
	Iteration 8F: 3 clusters Score -3.69387e+07 nChanged 10613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 289350 members 
Entering Unmasked Estep 
Score: -36947812.000000 Penalty: 6251.938477
	Iteration 9Q: 3 clusters Score -3.694781e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 293951 members 
Entering Unmasked Estep 
Score: -36951764.000000 Penalty: 6251.938477
	Iteration 10Q: 3 clusters Score -3.695176e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 295835 members 
Entering Unmasked Estep 
Score: -36953276.000000 Penalty: 6251.938477
	Iteration 11Q: 3 clusters Score -3.695328e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 296593 members 
Entering Unmasked Estep 
Score: -36953972.000000 Penalty: 6251.938477
	Iteration 12Q: 3 clusters Score -3.695397e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 296938 members 
Entering Unmasked Estep 
Score: -36954388.000000 Penalty: 6251.938477
	Iteration 13Q: 3 clusters Score -3.695439e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 297088 members 
Entering Unmasked Estep 
Score: -36954472.000000 Penalty: 6251.938477
	Iteration 14Q: 3 clusters Score -3.695447e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 297153 members 
Entering Unmasked Estep 
Score: -36954540.000000 Penalty: 6251.938477
	Iteration 15Q: 3 clusters Score -3.695454e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 297204 members 
Entering Unmasked Estep 
Score: -36954604.000000 Penalty: 6251.938477
	Iteration 16Q: 3 clusters Score -3.69546e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 297244 members 
Entering Unmasked Estep 
Score: -36954664.000000 Penalty: 6251.938477
	Iteration 17Q: 3 clusters Score -3.695466e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 297263 members 
Entering Unmasked Estep 
Score: -36954704.000000 Penalty: 6251.938477
	Iteration 18Q: 3 clusters Score -3.69547e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 297274 members 
Entering Unmasked Estep 
Score: -36954716.000000 Penalty: 6251.938477
	Iteration 19Q: 3 clusters Score -3.695472e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 297284 members 
Entering Unmasked Estep 
Score: -36954764.000000 Penalty: 6251.938477
	Iteration 20F: 3 clusters Score -3.695476e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 297288 members 
Entering Unmasked Estep 
Score: -36954760.000000 Penalty: 6251.938477
	Iteration 21Q: 3 clusters Score -3.695476e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 297292 members 
Entering Unmasked Estep 
Score: -36954780.000000 Penalty: 6251.938477
	Iteration 22Q: 3 clusters Score -3.695478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 297295 members 
Entering Unmasked Estep 
Score: -36954832.000000 Penalty: 6251.938477
	Iteration 23Q: 3 clusters Score -3.695483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 297301 members 
Entering Unmasked Estep 
Score: -36954820.000000 Penalty: 6251.938477
	Iteration 24Q: 3 clusters Score -3.695482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 297303 members 
Entering Unmasked Estep 
Score: -36954828.000000 Penalty: 6251.938477
	Iteration 25Q: 3 clusters Score -3.695483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 297301 members 
Entering Unmasked Estep 
Score: -36954828.000000 Penalty: 6251.938477
	Iteration 26Q: 3 clusters Score -3.695483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 297303 members 
Entering Unmasked Estep 
Score: -36954852.000000 Penalty: 6251.938477
	Iteration 27Q: 3 clusters Score -3.695485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 297304 members 
Entering Unmasked Estep 
Score: -36954848.000000 Penalty: 6251.938477
	Iteration 28Q: 3 clusters Score -3.695485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 297309 members 
Entering Unmasked Estep 
Score: -36954872.000000 Penalty: 6251.938477
	Iteration 29Q: 3 clusters Score -3.695487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 297313 members 
Entering Unmasked Estep 
Score: -36954872.000000 Penalty: 6251.938477
	Iteration 30Q: 3 clusters Score -3.695487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 297316 members 
Entering Unmasked Estep 
Score: -36954876.000000 Penalty: 6251.938477
	Iteration 31Q: 3 clusters Score -3.695488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 297317 members 
Entering Unmasked Estep 
Score: -36954872.000000 Penalty: 6251.938477
	Iteration 32Q: 3 clusters Score -3.695487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 297324 members 
Entering Unmasked Estep 
Score: -36954852.000000 Penalty: 6251.938477
	Iteration 33Q: 3 clusters Score -3.695485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 297328 members 
Entering Unmasked Estep 
Score: -36954868.000000 Penalty: 6251.938477
	Iteration 34Q: 3 clusters Score -3.695487e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 297333 members 
Entering Unmasked Estep 
Score: -36954848.000000 Penalty: 6251.938477
	Iteration 35Q: 3 clusters Score -3.695485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 297337 members 
Entering Unmasked Estep 
Score: -36954880.000000 Penalty: 6251.938477
	Iteration 36Q: 3 clusters Score -3.695488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 297339 members 
Entering Unmasked Estep 
Score: -36954876.000000 Penalty: 6251.938477
	Iteration 37Q: 3 clusters Score -3.695488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 297342 members 
Entering Unmasked Estep 
Score: -36954856.000000 Penalty: 6251.938477
	Iteration 38Q: 3 clusters Score -3.695486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 297340 members 
Entering Unmasked Estep 
Score: -36954876.000000 Penalty: 6251.938477
	Iteration 39Q: 3 clusters Score -3.695488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 297340 members 
Entering Unmasked Estep 
Score: -36954876.000000 Penalty: 6251.938477
	Iteration 40F: 3 clusters Score -3.695488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56682 members 
Entering Unmasked Estep 
Score: -7124147.500000 Penalty: 2714.412598
	Iteration 0F: 2 clusters Score -7124148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -7086112.500000 Penalty: 5428.825195
	Iteration 0F: 3 clusters Score -7086112 nChanged 26316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -7100797.000000 Penalty: 5428.825195
	Iteration 1F: 3 clusters Score -7100797 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -7101397.000000 Penalty: 5428.825195
	Iteration 2Q: 3 clusters Score -7101397 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -7102005.500000 Penalty: 5428.825195
	Iteration 3Q: 3 clusters Score -7102006 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -7102766.000000 Penalty: 5428.825195
	Iteration 4Q: 3 clusters Score -7102766 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -7103910.500000 Penalty: 5428.825195
	Iteration 5Q: 3 clusters Score -7103910 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -7105723.500000 Penalty: 5428.825195
	Iteration 6F: 3 clusters Score -7105724 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -7108526.000000 Penalty: 5428.825195
	Iteration 7F: 3 clusters Score -7108526 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -7112191.000000 Penalty: 5428.825195
	Iteration 8F: 3 clusters Score -7112191 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -7116049.500000 Penalty: 5428.825195
	Iteration 9F: 3 clusters Score -7116050 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -7119076.500000 Penalty: 5428.825195
	Iteration 10F: 3 clusters Score -7119076 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -7120702.000000 Penalty: 5428.825195
	Iteration 11Q: 3 clusters Score -7120702 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -7121261.000000 Penalty: 5428.825195
	Iteration 12Q: 3 clusters Score -7121261 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 56291 members 
Entering Unmasked Estep 
Score: -7121490.500000 Penalty: 5428.825195
	Iteration 13Q: 3 clusters Score -7121490 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 56367 members 
Entering Unmasked Estep 
Score: -7121602.500000 Penalty: 5428.825195
	Iteration 14Q: 3 clusters Score -7121602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 56397 members 
Entering Unmasked Estep 
Score: -7121670.000000 Penalty: 5428.825195
	Iteration 15Q: 3 clusters Score -7121670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 56408 members 
Entering Unmasked Estep 
Score: -7121685.000000 Penalty: 5428.825195
	Iteration 16Q: 3 clusters Score -7121685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -7121706.500000 Penalty: 5428.825195
	Iteration 17Q: 3 clusters Score -7121706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
Score: -7121728.500000 Penalty: 5428.825195
	Iteration 18Q: 3 clusters Score -7121728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 56427 members 
Entering Unmasked Estep 
Score: -7121754.500000 Penalty: 5428.825195
	Iteration 19Q: 3 clusters Score -7121754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -7121769.000000 Penalty: 5428.825195
	Iteration 20F: 3 clusters Score -7121769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 56437 members 
Entering Unmasked Estep 
Score: -7121777.000000 Penalty: 5428.825195
	Iteration 21Q: 3 clusters Score -7121777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -7121776.000000 Penalty: 5428.825195
	Iteration 22Q: 3 clusters Score -7121776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -7121784.500000 Penalty: 5428.825195
	Iteration 23Q: 3 clusters Score -7121784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -7121789.000000 Penalty: 5428.825195
	Iteration 24Q: 3 clusters Score -7121789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 56449 members 
Entering Unmasked Estep 
Score: -7121794.000000 Penalty: 5428.825195
	Iteration 25Q: 3 clusters Score -7121794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 56449 members 
Entering Unmasked Estep 
Score: -7121794.000000 Penalty: 5428.825195
	Iteration 26F: 3 clusters Score -7121794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Entering Unmasked Estep 
Score: -2363827.500000 Penalty: 2441.628418
	Iteration 0F: 2 clusters Score -2363828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2350543.750000 Penalty: 4883.256836
	Iteration 0F: 3 clusters Score -2350544 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2355242.750000 Penalty: 4883.256836
	Iteration 1F: 3 clusters Score -2355243 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2355834.750000 Penalty: 4883.256836
	Iteration 2F: 3 clusters Score -2355835 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2356380.500000 Penalty: 4883.256836
	Iteration 3F: 3 clusters Score -2356380 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2356983.250000 Penalty: 4883.256836
	Iteration 4F: 3 clusters Score -2356983 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2357705.500000 Penalty: 4883.256836
	Iteration 5F: 3 clusters Score -2357706 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2358483.750000 Penalty: 4883.256836
	Iteration 6F: 3 clusters Score -2358484 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2359255.750000 Penalty: 4883.256836
	Iteration 7F: 3 clusters Score -2359256 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2359930.750000 Penalty: 4883.256836
	Iteration 8Q: 3 clusters Score -2359931 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2360495.500000 Penalty: 4883.256836
	Iteration 9Q: 3 clusters Score -2360496 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2360924.500000 Penalty: 4883.256836
	Iteration 10Q: 3 clusters Score -2360924 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2361207.750000 Penalty: 4883.256836
	Iteration 11Q: 3 clusters Score -2361208 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2361385.500000 Penalty: 4883.256836
	Iteration 12Q: 3 clusters Score -2361386 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2361502.000000 Penalty: 4883.256836
	Iteration 13Q: 3 clusters Score -2361502 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2361578.250000 Penalty: 4883.256836
	Iteration 14Q: 3 clusters Score -2361578 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2361648.250000 Penalty: 4883.256836
	Iteration 15Q: 3 clusters Score -2361648 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2361694.500000 Penalty: 4883.256836
	Iteration 16Q: 3 clusters Score -2361694 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2361734.500000 Penalty: 4883.256836
	Iteration 17Q: 3 clusters Score -2361734 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2361775.000000 Penalty: 4883.256836
	Iteration 18Q: 3 clusters Score -2361775 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2361815.500000 Penalty: 4883.256836
	Iteration 19Q: 3 clusters Score -2361816 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2361833.500000 Penalty: 4883.256836
	Iteration 20F: 3 clusters Score -2361834 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2361857.500000 Penalty: 4883.256836
	Iteration 21Q: 3 clusters Score -2361858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2361881.500000 Penalty: 4883.256836
	Iteration 22Q: 3 clusters Score -2361882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2361894.750000 Penalty: 4883.256836
	Iteration 23Q: 3 clusters Score -2361895 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2361909.500000 Penalty: 4883.256836
	Iteration 24Q: 3 clusters Score -2361910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2361932.750000 Penalty: 4883.256836
	Iteration 25Q: 3 clusters Score -2361933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2361938.000000 Penalty: 4883.256836
	Iteration 26Q: 3 clusters Score -2361938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2361946.500000 Penalty: 4883.256836
	Iteration 27Q: 3 clusters Score -2361946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2361957.750000 Penalty: 4883.256836
	Iteration 28Q: 3 clusters Score -2361958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2361969.000000 Penalty: 4883.256836
	Iteration 29Q: 3 clusters Score -2361969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2361983.500000 Penalty: 4883.256836
	Iteration 30Q: 3 clusters Score -2361984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2361988.500000 Penalty: 4883.256836
	Iteration 31Q: 3 clusters Score -2361988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2361992.500000 Penalty: 4883.256836
	Iteration 32Q: 3 clusters Score -2361992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2362000.500000 Penalty: 4883.256836
	Iteration 33Q: 3 clusters Score -2362000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2362002.750000 Penalty: 4883.256836
	Iteration 34Q: 3 clusters Score -2362003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2362014.750000 Penalty: 4883.256836
	Iteration 35Q: 3 clusters Score -2362015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2362021.500000 Penalty: 4883.256836
	Iteration 36Q: 3 clusters Score -2362022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2362024.500000 Penalty: 4883.256836
	Iteration 37Q: 3 clusters Score -2362024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2362027.500000 Penalty: 4883.256836
	Iteration 38Q: 3 clusters Score -2362028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2362032.250000 Penalty: 4883.256836
	Iteration 39Q: 3 clusters Score -2362032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2362032.000000 Penalty: 4883.256836
	Iteration 40F: 3 clusters Score -2362032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2362030.250000 Penalty: 4883.256836
	Iteration 41Q: 3 clusters Score -2362030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2362030.500000 Penalty: 4883.256836
	Iteration 42Q: 3 clusters Score -2362030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2362032.250000 Penalty: 4883.256836
	Iteration 43Q: 3 clusters Score -2362032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2362031.500000 Penalty: 4883.256836
	Iteration 44Q: 3 clusters Score -2362032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2362031.250000 Penalty: 4883.256836
	Iteration 45Q: 3 clusters Score -2362031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2362033.750000 Penalty: 4883.256836
	Iteration 46Q: 3 clusters Score -2362034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2362034.250000 Penalty: 4883.256836
	Iteration 47Q: 3 clusters Score -2362034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2362038.500000 Penalty: 4883.256836
	Iteration 48Q: 3 clusters Score -2362038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2362038.500000 Penalty: 4883.256836
	Iteration 49F: 3 clusters Score -2362038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (285757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285757 members 
Entering Unmasked Estep 
Score: -35424240.000000 Penalty: 3115.598389
	Iteration 0F: 2 clusters Score -3.542424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142865 members 
Mstep: Class 2 contains 142892 members 
Entering Unmasked Estep 
Score: -35239904.000000 Penalty: 6231.196777
	Iteration 0F: 3 clusters Score -3.52399e+07 nChanged 138466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141905 members 
Mstep: Class 2 contains 143852 members 
Entering Unmasked Estep 
Score: -35321520.000000 Penalty: 6231.196777
	Iteration 1F: 3 clusters Score -3.532152e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141207 members 
Mstep: Class 2 contains 144550 members 
Entering Unmasked Estep 
Score: -35322836.000000 Penalty: 6231.196777
	Iteration 2Q: 3 clusters Score -3.532284e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140021 members 
Mstep: Class 2 contains 145736 members 
Entering Unmasked Estep 
Score: -35323780.000000 Penalty: 6231.196777
	Iteration 3Q: 3 clusters Score -3.532378e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138190 members 
Mstep: Class 2 contains 147567 members 
Entering Unmasked Estep 
Score: -35325152.000000 Penalty: 6231.196777
	Iteration 4Q: 3 clusters Score -3.532515e+07 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135335 members 
Mstep: Class 2 contains 150422 members 
Entering Unmasked Estep 
Score: -35326932.000000 Penalty: 6231.196777
	Iteration 5Q: 3 clusters Score -3.532693e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130971 members 
Mstep: Class 2 contains 154786 members 
Entering Unmasked Estep 
Score: -35328968.000000 Penalty: 6231.196777
	Iteration 6Q: 3 clusters Score -3.532897e+07 nChanged 10538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124573 members 
Mstep: Class 2 contains 161184 members 
Entering Unmasked Estep 
Score: -35332128.000000 Penalty: 6231.196777
	Iteration 7Q: 3 clusters Score -3.533213e+07 nChanged 12871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115390 members 
Mstep: Class 2 contains 170367 members 
Entering Unmasked Estep 
Score: -35337448.000000 Penalty: 6231.196777
	Iteration 8Q: 3 clusters Score -3.533745e+07 nChanged 15875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102675 members 
Mstep: Class 2 contains 183082 members 
Entering Unmasked Estep 
Score: -35345712.000000 Penalty: 6231.196777
	Iteration 9F: 3 clusters Score -3.534571e+07 nChanged 19078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86543 members 
Mstep: Class 2 contains 199214 members 
Entering Unmasked Estep 
Score: -35357960.000000 Penalty: 6231.196777
	Iteration 10F: 3 clusters Score -3.535796e+07 nChanged 20680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68597 members 
Mstep: Class 2 contains 217160 members 
Entering Unmasked Estep 
Score: -35373172.000000 Penalty: 6231.196777
	Iteration 11F: 3 clusters Score -3.537317e+07 nChanged 18785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 233379 members 
Entering Unmasked Estep 
Score: -35389224.000000 Penalty: 6231.196777
	Iteration 12F: 3 clusters Score -3.538922e+07 nChanged 13896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 244901 members 
Entering Unmasked Estep 
Score: -35400916.000000 Penalty: 6231.196777
	Iteration 13Q: 3 clusters Score -3.540092e+07 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 252530 members 
Entering Unmasked Estep 
Score: -35408028.000000 Penalty: 6231.196777
	Iteration 14Q: 3 clusters Score -3.540803e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 257865 members 
Entering Unmasked Estep 
Score: -35412072.000000 Penalty: 6231.196777
	Iteration 15Q: 3 clusters Score -3.541207e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 262196 members 
Entering Unmasked Estep 
Score: -35414528.000000 Penalty: 6231.196777
	Iteration 16Q: 3 clusters Score -3.541453e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 266016 members 
Entering Unmasked Estep 
Score: -35416380.000000 Penalty: 6231.196777
	Iteration 17Q: 3 clusters Score -3.541638e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 269343 members 
Entering Unmasked Estep 
Score: -35417656.000000 Penalty: 6231.196777
	Iteration 18Q: 3 clusters Score -3.541766e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 272275 members 
Entering Unmasked Estep 
Score: -35418956.000000 Penalty: 6231.196777
	Iteration 19Q: 3 clusters Score -3.541896e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 274724 members 
Entering Unmasked Estep 
Score: -35419720.000000 Penalty: 6231.196777
	Iteration 20F: 3 clusters Score -3.541972e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 276694 members 
Entering Unmasked Estep 
Score: -35420412.000000 Penalty: 6231.196777
	Iteration 21Q: 3 clusters Score -3.542041e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 278274 members 
Entering Unmasked Estep 
Score: -35420716.000000 Penalty: 6231.196777
	Iteration 22Q: 3 clusters Score -3.542072e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 279578 members 
Entering Unmasked Estep 
Score: -35421200.000000 Penalty: 6231.196777
	Iteration 23Q: 3 clusters Score -3.54212e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 280588 members 
Entering Unmasked Estep 
Score: -35421600.000000 Penalty: 6231.196777
	Iteration 24Q: 3 clusters Score -3.54216e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 281371 members 
Entering Unmasked Estep 
Score: -35421916.000000 Penalty: 6231.196777
	Iteration 25Q: 3 clusters Score -3.542192e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 281969 members 
Entering Unmasked Estep 
Score: -35421960.000000 Penalty: 6231.196777
	Iteration 26Q: 3 clusters Score -3.542196e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 282421 members 
Entering Unmasked Estep 
Score: -35422160.000000 Penalty: 6231.196777
	Iteration 27Q: 3 clusters Score -3.542216e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 282774 members 
Entering Unmasked Estep 
Score: -35422276.000000 Penalty: 6231.196777
	Iteration 28Q: 3 clusters Score -3.542228e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 283042 members 
Entering Unmasked Estep 
Score: -35422332.000000 Penalty: 6231.196777
	Iteration 29Q: 3 clusters Score -3.542233e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 283249 members 
Entering Unmasked Estep 
Score: -35422376.000000 Penalty: 6231.196777
	Iteration 30Q: 3 clusters Score -3.542238e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 283402 members 
Entering Unmasked Estep 
Score: -35422416.000000 Penalty: 6231.196777
	Iteration 31Q: 3 clusters Score -3.542242e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 283515 members 
Entering Unmasked Estep 
Score: -35422412.000000 Penalty: 6231.196777
	Iteration 32Q: 3 clusters Score -3.542241e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 283609 members 
Entering Unmasked Estep 
Score: -35422384.000000 Penalty: 6231.196777
	Iteration 33Q: 3 clusters Score -3.542238e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 283683 members 
Entering Unmasked Estep 
Score: -35422372.000000 Penalty: 6231.196777
	Iteration 34Q: 3 clusters Score -3.542237e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 283737 members 
Entering Unmasked Estep 
Score: -35422416.000000 Penalty: 6231.196777
	Iteration 35Q: 3 clusters Score -3.542242e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 283784 members 
Entering Unmasked Estep 
Score: -35422404.000000 Penalty: 6231.196777
	Iteration 36Q: 3 clusters Score -3.54224e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 283831 members 
Entering Unmasked Estep 
Score: -35422400.000000 Penalty: 6231.196777
	Iteration 37Q: 3 clusters Score -3.54224e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 283870 members 
Entering Unmasked Estep 
Score: -35422432.000000 Penalty: 6231.196777
	Iteration 38Q: 3 clusters Score -3.542243e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 283911 members 
Entering Unmasked Estep 
Score: -35422416.000000 Penalty: 6231.196777
	Iteration 39Q: 3 clusters Score -3.542242e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 283954 members 
Entering Unmasked Estep 
Score: -35422420.000000 Penalty: 6231.196777
	Iteration 40F: 3 clusters Score -3.542242e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 283987 members 
Entering Unmasked Estep 
Score: -35422420.000000 Penalty: 6231.196777
	Iteration 41Q: 3 clusters Score -3.542242e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 284018 members 
Entering Unmasked Estep 
Score: -35422428.000000 Penalty: 6231.196777
	Iteration 42Q: 3 clusters Score -3.542243e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 284043 members 
Entering Unmasked Estep 
Score: -35422428.000000 Penalty: 6231.196777
	Iteration 43Q: 3 clusters Score -3.542243e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 284061 members 
Entering Unmasked Estep 
Score: -35422408.000000 Penalty: 6231.196777
	Iteration 44Q: 3 clusters Score -3.542241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 284074 members 
Entering Unmasked Estep 
Score: -35422408.000000 Penalty: 6231.196777
	Iteration 45Q: 3 clusters Score -3.542241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 284085 members 
Entering Unmasked Estep 
Score: -35422408.000000 Penalty: 6231.196777
	Iteration 46Q: 3 clusters Score -3.542241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 284093 members 
Entering Unmasked Estep 
Score: -35422412.000000 Penalty: 6231.196777
	Iteration 47Q: 3 clusters Score -3.542241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 284099 members 
Entering Unmasked Estep 
Score: -35422420.000000 Penalty: 6231.196777
	Iteration 48Q: 3 clusters Score -3.542242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 284107 members 
Entering Unmasked Estep 
Score: -35422448.000000 Penalty: 6231.196777
	Iteration 49Q: 3 clusters Score -3.542245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 284118 members 
Entering Unmasked Estep 
Score: -35422408.000000 Penalty: 6231.196777
	Iteration 50Q: 3 clusters Score -3.542241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 284125 members 
Entering Unmasked Estep 
Score: -35422440.000000 Penalty: 6231.196777
	Iteration 51Q: 3 clusters Score -3.542244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 284133 members 
Entering Unmasked Estep 
Score: -35422408.000000 Penalty: 6231.196777
	Iteration 52Q: 3 clusters Score -3.542241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 284143 members 
Entering Unmasked Estep 
Score: -35422428.000000 Penalty: 6231.196777
	Iteration 53Q: 3 clusters Score -3.542243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 284152 members 
Entering Unmasked Estep 
Score: -35422444.000000 Penalty: 6231.196777
	Iteration 54Q: 3 clusters Score -3.542244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 284162 members 
Entering Unmasked Estep 
Score: -35422432.000000 Penalty: 6231.196777
	Iteration 55Q: 3 clusters Score -3.542243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 284173 members 
Entering Unmasked Estep 
Score: -35422428.000000 Penalty: 6231.196777
	Iteration 56Q: 3 clusters Score -3.542243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 284181 members 
Entering Unmasked Estep 
Score: -35422428.000000 Penalty: 6231.196777
	Iteration 57Q: 3 clusters Score -3.542243e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 284193 members 
Entering Unmasked Estep 
Score: -35422456.000000 Penalty: 6231.196777
	Iteration 58Q: 3 clusters Score -3.542246e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 284204 members 
Entering Unmasked Estep 
Score: -35422444.000000 Penalty: 6231.196777
	Iteration 59Q: 3 clusters Score -3.542244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 284215 members 
Entering Unmasked Estep 
Score: -35422428.000000 Penalty: 6231.196777
	Iteration 60F: 3 clusters Score -3.542243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 284223 members 
Entering Unmasked Estep 
Score: -35422400.000000 Penalty: 6231.196777
	Iteration 61Q: 3 clusters Score -3.54224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 284226 members 
Entering Unmasked Estep 
Score: -35422384.000000 Penalty: 6231.196777
	Iteration 62Q: 3 clusters Score -3.542238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 284234 members 
Entering Unmasked Estep 
Score: -35422396.000000 Penalty: 6231.196777
	Iteration 63Q: 3 clusters Score -3.54224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 284242 members 
Entering Unmasked Estep 
Score: -35422352.000000 Penalty: 6231.196777
	Iteration 64Q: 3 clusters Score -3.542235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 284249 members 
Entering Unmasked Estep 
Score: -35422364.000000 Penalty: 6231.196777
	Iteration 65Q: 3 clusters Score -3.542236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 284263 members 
Entering Unmasked Estep 
Score: -35422388.000000 Penalty: 6231.196777
	Iteration 66Q: 3 clusters Score -3.542239e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 284271 members 
Entering Unmasked Estep 
Score: -35422392.000000 Penalty: 6231.196777
	Iteration 67Q: 3 clusters Score -3.542239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 284278 members 
Entering Unmasked Estep 
Score: -35422404.000000 Penalty: 6231.196777
	Iteration 68Q: 3 clusters Score -3.54224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 284285 members 
Entering Unmasked Estep 
Score: -35422364.000000 Penalty: 6231.196777
	Iteration 69Q: 3 clusters Score -3.542236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 284296 members 
Entering Unmasked Estep 
Score: -35422400.000000 Penalty: 6231.196777
	Iteration 70Q: 3 clusters Score -3.54224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 284304 members 
Entering Unmasked Estep 
Score: -35422376.000000 Penalty: 6231.196777
	Iteration 71Q: 3 clusters Score -3.542238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 284307 members 
Entering Unmasked Estep 
Score: -35422380.000000 Penalty: 6231.196777
	Iteration 72Q: 3 clusters Score -3.542238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 284309 members 
Entering Unmasked Estep 
Score: -35422388.000000 Penalty: 6231.196777
	Iteration 73Q: 3 clusters Score -3.542239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 284310 members 
Entering Unmasked Estep 
Score: -35422400.000000 Penalty: 6231.196777
	Iteration 74Q: 3 clusters Score -3.54224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 284313 members 
Entering Unmasked Estep 
Score: -35422400.000000 Penalty: 6231.196777
	Iteration 75Q: 3 clusters Score -3.54224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 284319 members 
Entering Unmasked Estep 
Score: -35422408.000000 Penalty: 6231.196777
	Iteration 76Q: 3 clusters Score -3.542241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 284324 members 
Entering Unmasked Estep 
Score: -35422408.000000 Penalty: 6231.196777
	Iteration 77Q: 3 clusters Score -3.542241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 284327 members 
Entering Unmasked Estep 
Score: -35422392.000000 Penalty: 6231.196777
	Iteration 78Q: 3 clusters Score -3.542239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 284327 members 
Entering Unmasked Estep 
Score: -35422392.000000 Penalty: 6231.196777
	Iteration 79F: 3 clusters Score -3.542239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Entering Unmasked Estep 
Score: -1188461.250000 Penalty: 2280.743408
	Iteration 0F: 2 clusters Score -1188461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1180876.125000 Penalty: 4561.486816
	Iteration 0F: 3 clusters Score -1180876 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1183135.625000 Penalty: 4561.486816
	Iteration 1F: 3 clusters Score -1183136 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1183450.750000 Penalty: 4561.486816
	Iteration 2F: 3 clusters Score -1183451 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1183704.000000 Penalty: 4561.486816
	Iteration 3F: 3 clusters Score -1183704 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1183927.875000 Penalty: 4561.486816
	Iteration 4Q: 3 clusters Score -1183928 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1184135.625000 Penalty: 4561.486816
	Iteration 5Q: 3 clusters Score -1184136 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1184353.750000 Penalty: 4561.486816
	Iteration 6Q: 3 clusters Score -1184354 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1184615.250000 Penalty: 4561.486816
	Iteration 7Q: 3 clusters Score -1184615 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1184897.125000 Penalty: 4561.486816
	Iteration 8Q: 3 clusters Score -1184897 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1185210.500000 Penalty: 4561.486816
	Iteration 9Q: 3 clusters Score -1185210 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1185510.750000 Penalty: 4561.486816
	Iteration 10Q: 3 clusters Score -1185511 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1185805.750000 Penalty: 4561.486816
	Iteration 11Q: 3 clusters Score -1185806 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1186111.750000 Penalty: 4561.486816
	Iteration 12Q: 3 clusters Score -1186112 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1186403.750000 Penalty: 4561.486816
	Iteration 13Q: 3 clusters Score -1186404 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1186652.375000 Penalty: 4561.486816
	Iteration 14Q: 3 clusters Score -1186652 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1186855.750000 Penalty: 4561.486816
	Iteration 15Q: 3 clusters Score -1186856 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1187022.000000 Penalty: 4561.486816
	Iteration 16Q: 3 clusters Score -1187022 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1187148.875000 Penalty: 4561.486816
	Iteration 17Q: 3 clusters Score -1187149 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1187244.750000 Penalty: 4561.486816
	Iteration 18Q: 3 clusters Score -1187245 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1187312.000000 Penalty: 4561.486816
	Iteration 19Q: 3 clusters Score -1187312 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1187351.500000 Penalty: 4561.486816
	Iteration 20F: 3 clusters Score -1187352 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1187375.375000 Penalty: 4561.486816
	Iteration 21Q: 3 clusters Score -1187375 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1187388.625000 Penalty: 4561.486816
	Iteration 22Q: 3 clusters Score -1187389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1187396.250000 Penalty: 4561.486816
	Iteration 23Q: 3 clusters Score -1187396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1187405.625000 Penalty: 4561.486816
	Iteration 24Q: 3 clusters Score -1187406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1187413.250000 Penalty: 4561.486816
	Iteration 25Q: 3 clusters Score -1187413 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1187420.500000 Penalty: 4561.486816
	Iteration 26Q: 3 clusters Score -1187420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1187429.500000 Penalty: 4561.486816
	Iteration 27Q: 3 clusters Score -1187430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1187436.125000 Penalty: 4561.486816
	Iteration 28Q: 3 clusters Score -1187436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1187439.875000 Penalty: 4561.486816
	Iteration 29Q: 3 clusters Score -1187440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1187450.250000 Penalty: 4561.486816
	Iteration 30Q: 3 clusters Score -1187450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1187456.000000 Penalty: 4561.486816
	Iteration 31Q: 3 clusters Score -1187456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1187453.375000 Penalty: 4561.486816
	Iteration 32Q: 3 clusters Score -1187453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1187459.000000 Penalty: 4561.486816
	Iteration 33Q: 3 clusters Score -1187459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1187462.125000 Penalty: 4561.486816
	Iteration 34Q: 3 clusters Score -1187462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1187462.250000 Penalty: 4561.486816
	Iteration 35Q: 3 clusters Score -1187462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1187463.625000 Penalty: 4561.486816
	Iteration 36Q: 3 clusters Score -1187464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1187461.625000 Penalty: 4561.486816
	Iteration 37Q: 3 clusters Score -1187462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1187462.000000 Penalty: 4561.486816
	Iteration 38Q: 3 clusters Score -1187462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1187463.250000 Penalty: 4561.486816
	Iteration 39Q: 3 clusters Score -1187463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1187462.875000 Penalty: 4561.486816
	Iteration 40F: 3 clusters Score -1187463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1187463.875000 Penalty: 4561.486816
	Iteration 41Q: 3 clusters Score -1187464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1187463.875000 Penalty: 4561.486816
	Iteration 42F: 3 clusters Score -1187464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Entering Unmasked Estep 
Score: -2721874.250000 Penalty: 2482.771484
	Iteration 0F: 2 clusters Score -2721874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2706308.500000 Penalty: 4965.542969
	Iteration 0F: 3 clusters Score -2706308 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2711721.000000 Penalty: 4965.542969
	Iteration 1F: 3 clusters Score -2711721 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2712186.250000 Penalty: 4965.542969
	Iteration 2F: 3 clusters Score -2712186 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2712624.750000 Penalty: 4965.542969
	Iteration 3Q: 3 clusters Score -2712625 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2713092.000000 Penalty: 4965.542969
	Iteration 4Q: 3 clusters Score -2713092 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2713642.250000 Penalty: 4965.542969
	Iteration 5Q: 3 clusters Score -2713642 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2714410.500000 Penalty: 4965.542969
	Iteration 6F: 3 clusters Score -2714410 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2715428.250000 Penalty: 4965.542969
	Iteration 7F: 3 clusters Score -2715428 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2716546.750000 Penalty: 4965.542969
	Iteration 8F: 3 clusters Score -2716547 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2717608.750000 Penalty: 4965.542969
	Iteration 9F: 3 clusters Score -2717609 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2718428.000000 Penalty: 4965.542969
	Iteration 10Q: 3 clusters Score -2718428 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2718948.000000 Penalty: 4965.542969
	Iteration 11Q: 3 clusters Score -2718948 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2719202.250000 Penalty: 4965.542969
	Iteration 12Q: 3 clusters Score -2719202 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2719384.500000 Penalty: 4965.542969
	Iteration 13Q: 3 clusters Score -2719384 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2719515.750000 Penalty: 4965.542969
	Iteration 14Q: 3 clusters Score -2719516 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2719586.250000 Penalty: 4965.542969
	Iteration 15Q: 3 clusters Score -2719586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2719626.000000 Penalty: 4965.542969
	Iteration 16Q: 3 clusters Score -2719626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2719647.000000 Penalty: 4965.542969
	Iteration 17Q: 3 clusters Score -2719647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2719665.500000 Penalty: 4965.542969
	Iteration 18Q: 3 clusters Score -2719666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2719679.000000 Penalty: 4965.542969
	Iteration 19Q: 3 clusters Score -2719679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2719681.500000 Penalty: 4965.542969
	Iteration 20F: 3 clusters Score -2719682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2719694.000000 Penalty: 4965.542969
	Iteration 21Q: 3 clusters Score -2719694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2719699.750000 Penalty: 4965.542969
	Iteration 22Q: 3 clusters Score -2719700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2719706.750000 Penalty: 4965.542969
	Iteration 23Q: 3 clusters Score -2719707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2719709.250000 Penalty: 4965.542969
	Iteration 24Q: 3 clusters Score -2719709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2719709.000000 Penalty: 4965.542969
	Iteration 25Q: 3 clusters Score -2719709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2719707.000000 Penalty: 4965.542969
	Iteration 26Q: 3 clusters Score -2719707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2719710.000000 Penalty: 4965.542969
	Iteration 27Q: 3 clusters Score -2719710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2719710.000000 Penalty: 4965.542969
	Iteration 28F: 3 clusters Score -2719710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Entering Unmasked Estep 
Score: -891725.687500 Penalty: 2247.537598
	Iteration 0F: 2 clusters Score -891725.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -884986.750000 Penalty: 4495.075195
	Iteration 0F: 3 clusters Score -884986.8 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -886987.562500 Penalty: 4495.075195
	Iteration 1F: 3 clusters Score -886987.6 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -887586.125000 Penalty: 4495.075195
	Iteration 2F: 3 clusters Score -887586.1 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -888433.750000 Penalty: 4495.075195
	Iteration 3F: 3 clusters Score -888433.8 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -889541.500000 Penalty: 4495.075195
	Iteration 4F: 3 clusters Score -889541.5 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -890556.250000 Penalty: 4495.075195
	Iteration 5F: 3 clusters Score -890556.2 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -891314.250000 Penalty: 4495.075195
	Iteration 6F: 3 clusters Score -891314.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -891775.000000 Penalty: 4495.075195
	Iteration 7F: 3 clusters Score -891775 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -892032.000000 Penalty: 4495.075195
	Iteration 8Q: 3 clusters Score -892032 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -892147.687500 Penalty: 4495.075195
	Iteration 9Q: 3 clusters Score -892147.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -892205.562500 Penalty: 4495.075195
	Iteration 10Q: 3 clusters Score -892205.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -892236.250000 Penalty: 4495.075195
	Iteration 11Q: 3 clusters Score -892236.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -892246.812500 Penalty: 4495.075195
	Iteration 12Q: 3 clusters Score -892246.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -892259.500000 Penalty: 4495.075195
	Iteration 13Q: 3 clusters Score -892259.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -892267.687500 Penalty: 4495.075195
	Iteration 14Q: 3 clusters Score -892267.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -892276.812500 Penalty: 4495.075195
	Iteration 15Q: 3 clusters Score -892276.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -892281.312500 Penalty: 4495.075195
	Iteration 16Q: 3 clusters Score -892281.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -892283.812500 Penalty: 4495.075195
	Iteration 17Q: 3 clusters Score -892283.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -892291.125000 Penalty: 4495.075195
	Iteration 18Q: 3 clusters Score -892291.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -892297.937500 Penalty: 4495.075195
	Iteration 19Q: 3 clusters Score -892297.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -892297.812500 Penalty: 4495.075195
	Iteration 20F: 3 clusters Score -892297.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -892298.062500 Penalty: 4495.075195
	Iteration 21Q: 3 clusters Score -892298.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -892298.750000 Penalty: 4495.075195
	Iteration 22Q: 3 clusters Score -892298.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -892300.750000 Penalty: 4495.075195
	Iteration 23Q: 3 clusters Score -892300.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -892301.562500 Penalty: 4495.075195
	Iteration 24Q: 3 clusters Score -892301.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -892301.562500 Penalty: 4495.075195
	Iteration 25F: 3 clusters Score -892301.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 297960 members 
Mstep: Class 2 contains 56682 members 
Mstep: Class 3 contains 18869 members 
Mstep: Class 4 contains 285757 members 
Mstep: Class 5 contains 9863 members 
Mstep: Class 6 contains 22274 members 
Mstep: Class 7 contains 3262 members 
Mstep: Class 8 contains 107277 members 
Mstep: Class 9 contains 31896 members 
Mstep: Class 10 contains 76870 members 
Mstep: Class 11 contains 21418 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 22274 members 
Mstep: Class 14 contains 25083 members 
Mstep: Class 15 contains 146113 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13861 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3597 members 
Mstep: Class 20 contains 14445 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 6566 members 
Mstep: Class 24 contains 8667 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83486 members 
Mstep: Class 27 contains 384 members 
Mstep: Class 28 contains 5365 members 
Entering Unmasked Estep 
Score: -154620512.000000 Penalty: 97617.203125
Splitting cluster 7 changes total score from -154621056.000000 to -154620512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (107277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107277 members 
Entering Unmasked Estep 
Score: -13481918.000000 Penalty: 2872.626221
	Iteration 0F: 2 clusters Score -1.348192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53882 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -13410167.000000 Penalty: 5745.252441
	Iteration 0F: 3 clusters Score -1.341017e+07 nChanged 50758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -13439433.000000 Penalty: 5745.252441
	Iteration 1F: 3 clusters Score -1.343943e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58548 members 
Mstep: Class 2 contains 48729 members 
Entering Unmasked Estep 
Score: -13440590.000000 Penalty: 5745.252441
	Iteration 2Q: 3 clusters Score -1.344059e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61127 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -13442076.000000 Penalty: 5745.252441
	Iteration 3Q: 3 clusters Score -1.344208e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64943 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -13444523.000000 Penalty: 5745.252441
	Iteration 4Q: 3 clusters Score -1.344452e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70301 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -13448016.000000 Penalty: 5745.252441
	Iteration 5F: 3 clusters Score -1.344802e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -13453288.000000 Penalty: 5745.252441
	Iteration 6F: 3 clusters Score -1.345329e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85230 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -13460016.000000 Penalty: 5745.252441
	Iteration 7F: 3 clusters Score -1.346002e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92928 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -13467096.000000 Penalty: 5745.252441
	Iteration 8F: 3 clusters Score -1.34671e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99156 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -13472714.000000 Penalty: 5745.252441
	Iteration 9F: 3 clusters Score -1.347271e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103105 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -13476171.000000 Penalty: 5745.252441
	Iteration 10Q: 3 clusters Score -1.347617e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105147 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -13477856.000000 Penalty: 5745.252441
	Iteration 11Q: 3 clusters Score -1.347786e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106052 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -13478574.000000 Penalty: 5745.252441
	Iteration 12Q: 3 clusters Score -1.347857e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106482 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -13478949.000000 Penalty: 5745.252441
	Iteration 13Q: 3 clusters Score -1.347895e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106696 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -13479158.000000 Penalty: 5745.252441
	Iteration 14Q: 3 clusters Score -1.347916e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106788 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -13479274.000000 Penalty: 5745.252441
	Iteration 15Q: 3 clusters Score -1.347927e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106835 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -13479341.000000 Penalty: 5745.252441
	Iteration 16Q: 3 clusters Score -1.347934e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106873 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -13479417.000000 Penalty: 5745.252441
	Iteration 17Q: 3 clusters Score -1.347942e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106893 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -13479440.000000 Penalty: 5745.252441
	Iteration 18Q: 3 clusters Score -1.347944e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106906 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -13479450.000000 Penalty: 5745.252441
	Iteration 19Q: 3 clusters Score -1.347945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106911 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -13479455.000000 Penalty: 5745.252441
	Iteration 20F: 3 clusters Score -1.347946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106913 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -13479458.000000 Penalty: 5745.252441
	Iteration 21Q: 3 clusters Score -1.347946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106913 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -13479468.000000 Penalty: 5745.252441
	Iteration 22Q: 3 clusters Score -1.347947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106915 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -13479470.000000 Penalty: 5745.252441
	Iteration 23Q: 3 clusters Score -1.347947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106917 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -13479460.000000 Penalty: 5745.252441
	Iteration 24Q: 3 clusters Score -1.347946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106917 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -13479463.000000 Penalty: 5745.252441
	Iteration 25Q: 3 clusters Score -1.347946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106918 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -13479468.000000 Penalty: 5745.252441
	Iteration 26Q: 3 clusters Score -1.347947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106919 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -13479472.000000 Penalty: 5745.252441
	Iteration 27Q: 3 clusters Score -1.347947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106922 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -13479478.000000 Penalty: 5745.252441
	Iteration 28Q: 3 clusters Score -1.347948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106924 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -13479485.000000 Penalty: 5745.252441
	Iteration 29Q: 3 clusters Score -1.347948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106924 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -13479490.000000 Penalty: 5745.252441
	Iteration 30Q: 3 clusters Score -1.347949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106923 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -13479481.000000 Penalty: 5745.252441
	Iteration 31Q: 3 clusters Score -1.347948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106923 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -13479481.000000 Penalty: 5745.252441
	Iteration 32F: 3 clusters Score -1.347948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Entering Unmasked Estep 
Score: -3619238.000000 Penalty: 2571.818359
	Iteration 0F: 2 clusters Score -3619238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -3597566.750000 Penalty: 5143.636719
	Iteration 0F: 3 clusters Score -3597567 nChanged 14411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -3605879.500000 Penalty: 5143.636719
	Iteration 1F: 3 clusters Score -3605880 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -3606754.000000 Penalty: 5143.636719
	Iteration 2F: 3 clusters Score -3606754 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -3607706.000000 Penalty: 5143.636719
	Iteration 3F: 3 clusters Score -3607706 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -3608633.000000 Penalty: 5143.636719
	Iteration 4F: 3 clusters Score -3608633 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3609483.250000 Penalty: 5143.636719
	Iteration 5F: 3 clusters Score -3609483 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -3610175.000000 Penalty: 5143.636719
	Iteration 6Q: 3 clusters Score -3610175 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -3610737.500000 Penalty: 5143.636719
	Iteration 7Q: 3 clusters Score -3610738 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3611205.500000 Penalty: 5143.636719
	Iteration 8Q: 3 clusters Score -3611206 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -3611533.000000 Penalty: 5143.636719
	Iteration 9Q: 3 clusters Score -3611533 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3611782.500000 Penalty: 5143.636719
	Iteration 10Q: 3 clusters Score -3611782 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -3611968.000000 Penalty: 5143.636719
	Iteration 11Q: 3 clusters Score -3611968 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -3612091.500000 Penalty: 5143.636719
	Iteration 12Q: 3 clusters Score -3612092 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -3612213.250000 Penalty: 5143.636719
	Iteration 13Q: 3 clusters Score -3612213 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3612321.250000 Penalty: 5143.636719
	Iteration 14Q: 3 clusters Score -3612321 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -3612428.250000 Penalty: 5143.636719
	Iteration 15Q: 3 clusters Score -3612428 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -3612521.500000 Penalty: 5143.636719
	Iteration 16Q: 3 clusters Score -3612522 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -3612593.500000 Penalty: 5143.636719
	Iteration 17Q: 3 clusters Score -3612594 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -3612647.250000 Penalty: 5143.636719
	Iteration 18Q: 3 clusters Score -3612647 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -3612737.250000 Penalty: 5143.636719
	Iteration 19Q: 3 clusters Score -3612737 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -3612811.500000 Penalty: 5143.636719
	Iteration 20F: 3 clusters Score -3612812 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -3612909.500000 Penalty: 5143.636719
	Iteration 21Q: 3 clusters Score -3612910 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -3612972.500000 Penalty: 5143.636719
	Iteration 22Q: 3 clusters Score -3612972 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -3613053.750000 Penalty: 5143.636719
	Iteration 23Q: 3 clusters Score -3613054 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -3613125.500000 Penalty: 5143.636719
	Iteration 24Q: 3 clusters Score -3613126 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -3613223.250000 Penalty: 5143.636719
	Iteration 25Q: 3 clusters Score -3613223 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -3613331.250000 Penalty: 5143.636719
	Iteration 26Q: 3 clusters Score -3613331 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -3613445.000000 Penalty: 5143.636719
	Iteration 27Q: 3 clusters Score -3613445 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -3613598.000000 Penalty: 5143.636719
	Iteration 28Q: 3 clusters Score -3613598 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -3613801.000000 Penalty: 5143.636719
	Iteration 29Q: 3 clusters Score -3613801 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -3613990.000000 Penalty: 5143.636719
	Iteration 30Q: 3 clusters Score -3613990 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -3614240.750000 Penalty: 5143.636719
	Iteration 31Q: 3 clusters Score -3614241 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -3614484.000000 Penalty: 5143.636719
	Iteration 32Q: 3 clusters Score -3614484 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -3614778.750000 Penalty: 5143.636719
	Iteration 33Q: 3 clusters Score -3614779 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -3615090.500000 Penalty: 5143.636719
	Iteration 34Q: 3 clusters Score -3615090 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -3615408.750000 Penalty: 5143.636719
	Iteration 35Q: 3 clusters Score -3615409 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -3615702.750000 Penalty: 5143.636719
	Iteration 36Q: 3 clusters Score -3615703 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -3615964.500000 Penalty: 5143.636719
	Iteration 37Q: 3 clusters Score -3615964 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -3616221.250000 Penalty: 5143.636719
	Iteration 38Q: 3 clusters Score -3616221 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -3616422.500000 Penalty: 5143.636719
	Iteration 39Q: 3 clusters Score -3616422 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3616600.000000 Penalty: 5143.636719
	Iteration 40F: 3 clusters Score -3616600 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -3616701.250000 Penalty: 5143.636719
	Iteration 41Q: 3 clusters Score -3616701 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -3616768.500000 Penalty: 5143.636719
	Iteration 42Q: 3 clusters Score -3616768 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3616816.750000 Penalty: 5143.636719
	Iteration 43Q: 3 clusters Score -3616817 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3616856.250000 Penalty: 5143.636719
	Iteration 44Q: 3 clusters Score -3616856 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3616895.500000 Penalty: 5143.636719
	Iteration 45Q: 3 clusters Score -3616896 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3616929.000000 Penalty: 5143.636719
	Iteration 46Q: 3 clusters Score -3616929 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3616957.750000 Penalty: 5143.636719
	Iteration 47Q: 3 clusters Score -3616958 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3616988.250000 Penalty: 5143.636719
	Iteration 48Q: 3 clusters Score -3616988 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3616997.250000 Penalty: 5143.636719
	Iteration 49Q: 3 clusters Score -3616997 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3617020.250000 Penalty: 5143.636719
	Iteration 50Q: 3 clusters Score -3617020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3617025.750000 Penalty: 5143.636719
	Iteration 51Q: 3 clusters Score -3617026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3617043.250000 Penalty: 5143.636719
	Iteration 52Q: 3 clusters Score -3617043 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3617040.750000 Penalty: 5143.636719
	Iteration 53Q: 3 clusters Score -3617041 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3617041.750000 Penalty: 5143.636719
	Iteration 54Q: 3 clusters Score -3617042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3617056.500000 Penalty: 5143.636719
	Iteration 55Q: 3 clusters Score -3617056 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3617061.000000 Penalty: 5143.636719
	Iteration 56Q: 3 clusters Score -3617061 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3617078.500000 Penalty: 5143.636719
	Iteration 57Q: 3 clusters Score -3617078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3617080.750000 Penalty: 5143.636719
	Iteration 58Q: 3 clusters Score -3617081 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3617099.000000 Penalty: 5143.636719
	Iteration 59Q: 3 clusters Score -3617099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3617109.000000 Penalty: 5143.636719
	Iteration 60F: 3 clusters Score -3617109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3617121.500000 Penalty: 5143.636719
	Iteration 61Q: 3 clusters Score -3617122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3617119.250000 Penalty: 5143.636719
	Iteration 62Q: 3 clusters Score -3617119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3617128.250000 Penalty: 5143.636719
	Iteration 63Q: 3 clusters Score -3617128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3617129.750000 Penalty: 5143.636719
	Iteration 64Q: 3 clusters Score -3617130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3617139.000000 Penalty: 5143.636719
	Iteration 65Q: 3 clusters Score -3617139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3617136.750000 Penalty: 5143.636719
	Iteration 66Q: 3 clusters Score -3617137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3617141.250000 Penalty: 5143.636719
	Iteration 67Q: 3 clusters Score -3617141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3617141.000000 Penalty: 5143.636719
	Iteration 68Q: 3 clusters Score -3617141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3617139.000000 Penalty: 5143.636719
	Iteration 69Q: 3 clusters Score -3617139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3617140.500000 Penalty: 5143.636719
	Iteration 70Q: 3 clusters Score -3617140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3617144.750000 Penalty: 5143.636719
	Iteration 71Q: 3 clusters Score -3617145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3617148.000000 Penalty: 5143.636719
	Iteration 72Q: 3 clusters Score -3617148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3617147.000000 Penalty: 5143.636719
	Iteration 73Q: 3 clusters Score -3617147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3617145.500000 Penalty: 5143.636719
	Iteration 74Q: 3 clusters Score -3617146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3617152.250000 Penalty: 5143.636719
	Iteration 75Q: 3 clusters Score -3617152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3617145.750000 Penalty: 5143.636719
	Iteration 76Q: 3 clusters Score -3617146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3617154.500000 Penalty: 5143.636719
	Iteration 77Q: 3 clusters Score -3617154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3617157.500000 Penalty: 5143.636719
	Iteration 78Q: 3 clusters Score -3617158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3617155.000000 Penalty: 5143.636719
	Iteration 79Q: 3 clusters Score -3617155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3617153.500000 Penalty: 5143.636719
	Iteration 80F: 3 clusters Score -3617154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76870 members 
Entering Unmasked Estep 
Score: -9298056.000000 Penalty: 2789.968018
	Iteration 0F: 2 clusters Score -9298056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -9246332.000000 Penalty: 5579.936035
	Iteration 0F: 3 clusters Score -9246332 nChanged 36121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -9266701.000000 Penalty: 5579.936035
	Iteration 1F: 3 clusters Score -9266701 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -9267293.000000 Penalty: 5579.936035
	Iteration 2Q: 3 clusters Score -9267293 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -9268035.000000 Penalty: 5579.936035
	Iteration 3Q: 3 clusters Score -9268035 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -9268794.000000 Penalty: 5579.936035
	Iteration 4Q: 3 clusters Score -9268794 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -9269803.000000 Penalty: 5579.936035
	Iteration 5Q: 3 clusters Score -9269803 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -9271133.000000 Penalty: 5579.936035
	Iteration 6Q: 3 clusters Score -9271133 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -9273158.000000 Penalty: 5579.936035
	Iteration 7F: 3 clusters Score -9273158 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -9275789.000000 Penalty: 5579.936035
	Iteration 8F: 3 clusters Score -9275789 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 56160 members 
Entering Unmasked Estep 
Score: -9278851.000000 Penalty: 5579.936035
	Iteration 9F: 3 clusters Score -9278851 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -9282145.000000 Penalty: 5579.936035
	Iteration 10F: 3 clusters Score -9282145 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 64963 members 
Entering Unmasked Estep 
Score: -9285306.000000 Penalty: 5579.936035
	Iteration 11F: 3 clusters Score -9285306 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 68809 members 
Entering Unmasked Estep 
Score: -9288483.000000 Penalty: 5579.936035
	Iteration 12F: 3 clusters Score -9288483 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 71882 members 
Entering Unmasked Estep 
Score: -9291356.000000 Penalty: 5579.936035
	Iteration 13Q: 3 clusters Score -9291356 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 74005 members 
Entering Unmasked Estep 
Score: -9293343.000000 Penalty: 5579.936035
	Iteration 14Q: 3 clusters Score -9293343 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 75232 members 
Entering Unmasked Estep 
Score: -9294432.000000 Penalty: 5579.936035
	Iteration 15Q: 3 clusters Score -9294432 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 75845 members 
Entering Unmasked Estep 
Score: -9294970.000000 Penalty: 5579.936035
	Iteration 16Q: 3 clusters Score -9294970 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 76176 members 
Entering Unmasked Estep 
Score: -9295239.000000 Penalty: 5579.936035
	Iteration 17Q: 3 clusters Score -9295239 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 76316 members 
Entering Unmasked Estep 
Score: -9295373.000000 Penalty: 5579.936035
	Iteration 18Q: 3 clusters Score -9295373 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 76403 members 
Entering Unmasked Estep 
Score: -9295467.000000 Penalty: 5579.936035
	Iteration 19Q: 3 clusters Score -9295467 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 76457 members 
Entering Unmasked Estep 
Score: -9295525.000000 Penalty: 5579.936035
	Iteration 20F: 3 clusters Score -9295525 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 76492 members 
Entering Unmasked Estep 
Score: -9295564.000000 Penalty: 5579.936035
	Iteration 21Q: 3 clusters Score -9295564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 76511 members 
Entering Unmasked Estep 
Score: -9295595.000000 Penalty: 5579.936035
	Iteration 22Q: 3 clusters Score -9295595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 76521 members 
Entering Unmasked Estep 
Score: -9295616.000000 Penalty: 5579.936035
	Iteration 23Q: 3 clusters Score -9295616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 76530 members 
Entering Unmasked Estep 
Score: -9295635.000000 Penalty: 5579.936035
	Iteration 24Q: 3 clusters Score -9295635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -9295651.000000 Penalty: 5579.936035
	Iteration 25Q: 3 clusters Score -9295651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 76538 members 
Entering Unmasked Estep 
Score: -9295660.000000 Penalty: 5579.936035
	Iteration 26Q: 3 clusters Score -9295660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 76537 members 
Entering Unmasked Estep 
Score: -9295660.000000 Penalty: 5579.936035
	Iteration 27Q: 3 clusters Score -9295660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 76539 members 
Entering Unmasked Estep 
Score: -9295670.000000 Penalty: 5579.936035
	Iteration 28Q: 3 clusters Score -9295670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 76541 members 
Entering Unmasked Estep 
Score: -9295672.000000 Penalty: 5579.936035
	Iteration 29Q: 3 clusters Score -9295672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 76540 members 
Entering Unmasked Estep 
Score: -9295675.000000 Penalty: 5579.936035
	Iteration 30Q: 3 clusters Score -9295675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 76540 members 
Entering Unmasked Estep 
Score: -9295675.000000 Penalty: 5579.936035
	Iteration 31F: 3 clusters Score -9295675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Entering Unmasked Estep 
Score: -2681873.000000 Penalty: 2473.052734
	Iteration 0F: 2 clusters Score -2681873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2666975.500000 Penalty: 4946.105469
	Iteration 0F: 3 clusters Score -2666976 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2671976.250000 Penalty: 4946.105469
	Iteration 1F: 3 clusters Score -2671976 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2672390.750000 Penalty: 4946.105469
	Iteration 2F: 3 clusters Score -2672391 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2672741.250000 Penalty: 4946.105469
	Iteration 3Q: 3 clusters Score -2672741 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2673074.750000 Penalty: 4946.105469
	Iteration 4Q: 3 clusters Score -2673075 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2673470.500000 Penalty: 4946.105469
	Iteration 5Q: 3 clusters Score -2673470 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2673984.500000 Penalty: 4946.105469
	Iteration 6Q: 3 clusters Score -2673984 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2674677.250000 Penalty: 4946.105469
	Iteration 7F: 3 clusters Score -2674677 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2675586.750000 Penalty: 4946.105469
	Iteration 8F: 3 clusters Score -2675587 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2676667.500000 Penalty: 4946.105469
	Iteration 9F: 3 clusters Score -2676668 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2677719.250000 Penalty: 4946.105469
	Iteration 10F: 3 clusters Score -2677719 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2678443.000000 Penalty: 4946.105469
	Iteration 11Q: 3 clusters Score -2678443 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2678913.500000 Penalty: 4946.105469
	Iteration 12Q: 3 clusters Score -2678914 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2679190.250000 Penalty: 4946.105469
	Iteration 13Q: 3 clusters Score -2679190 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2679399.000000 Penalty: 4946.105469
	Iteration 14Q: 3 clusters Score -2679399 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2679531.500000 Penalty: 4946.105469
	Iteration 15Q: 3 clusters Score -2679532 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2679651.000000 Penalty: 4946.105469
	Iteration 16Q: 3 clusters Score -2679651 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2679749.000000 Penalty: 4946.105469
	Iteration 17Q: 3 clusters Score -2679749 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2679800.500000 Penalty: 4946.105469
	Iteration 18Q: 3 clusters Score -2679800 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2679838.500000 Penalty: 4946.105469
	Iteration 19Q: 3 clusters Score -2679838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2679887.250000 Penalty: 4946.105469
	Iteration 20F: 3 clusters Score -2679887 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2679927.250000 Penalty: 4946.105469
	Iteration 21Q: 3 clusters Score -2679927 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2679951.500000 Penalty: 4946.105469
	Iteration 22Q: 3 clusters Score -2679952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2679972.250000 Penalty: 4946.105469
	Iteration 23Q: 3 clusters Score -2679972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2679982.750000 Penalty: 4946.105469
	Iteration 24Q: 3 clusters Score -2679983 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2679996.250000 Penalty: 4946.105469
	Iteration 25Q: 3 clusters Score -2679996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2680002.500000 Penalty: 4946.105469
	Iteration 26Q: 3 clusters Score -2680002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2680009.000000 Penalty: 4946.105469
	Iteration 27Q: 3 clusters Score -2680009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2680020.000000 Penalty: 4946.105469
	Iteration 28Q: 3 clusters Score -2680020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2680025.000000 Penalty: 4946.105469
	Iteration 29Q: 3 clusters Score -2680025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2680027.250000 Penalty: 4946.105469
	Iteration 30Q: 3 clusters Score -2680027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2680034.000000 Penalty: 4946.105469
	Iteration 31Q: 3 clusters Score -2680034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2680038.500000 Penalty: 4946.105469
	Iteration 32Q: 3 clusters Score -2680038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2680041.250000 Penalty: 4946.105469
	Iteration 33Q: 3 clusters Score -2680041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2680048.000000 Penalty: 4946.105469
	Iteration 34Q: 3 clusters Score -2680048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2680050.000000 Penalty: 4946.105469
	Iteration 35Q: 3 clusters Score -2680050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2680047.750000 Penalty: 4946.105469
	Iteration 36Q: 3 clusters Score -2680048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2680043.500000 Penalty: 4946.105469
	Iteration 37Q: 3 clusters Score -2680044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2680043.750000 Penalty: 4946.105469
	Iteration 38Q: 3 clusters Score -2680044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2680043.750000 Penalty: 4946.105469
	Iteration 39F: 3 clusters Score -2680044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Entering Unmasked Estep 
Score: -491863.687500 Penalty: 2068.136963
	Iteration 0F: 2 clusters Score -491863.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -487818.656250 Penalty: 4136.273926
	Iteration 0F: 3 clusters Score -487818.7 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -488658.250000 Penalty: 4136.273926
	Iteration 1F: 3 clusters Score -488658.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -488877.156250 Penalty: 4136.273926
	Iteration 2F: 3 clusters Score -488877.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -488990.968750 Penalty: 4136.273926
	Iteration 3Q: 3 clusters Score -488991 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -489075.875000 Penalty: 4136.273926
	Iteration 4Q: 3 clusters Score -489075.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -489167.625000 Penalty: 4136.273926
	Iteration 5Q: 3 clusters Score -489167.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -489248.125000 Penalty: 4136.273926
	Iteration 6Q: 3 clusters Score -489248.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -489328.437500 Penalty: 4136.273926
	Iteration 7Q: 3 clusters Score -489328.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -489402.156250 Penalty: 4136.273926
	Iteration 8Q: 3 clusters Score -489402.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -489466.156250 Penalty: 4136.273926
	Iteration 9Q: 3 clusters Score -489466.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -489526.906250 Penalty: 4136.273926
	Iteration 10Q: 3 clusters Score -489526.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -489581.718750 Penalty: 4136.273926
	Iteration 11Q: 3 clusters Score -489581.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -489654.562500 Penalty: 4136.273926
	Iteration 12Q: 3 clusters Score -489654.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -489706.187500 Penalty: 4136.273926
	Iteration 13Q: 3 clusters Score -489706.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -489746.562500 Penalty: 4136.273926
	Iteration 14Q: 3 clusters Score -489746.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -489784.781250 Penalty: 4136.273926
	Iteration 15Q: 3 clusters Score -489784.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -489827.343750 Penalty: 4136.273926
	Iteration 16Q: 3 clusters Score -489827.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -489864.250000 Penalty: 4136.273926
	Iteration 17Q: 3 clusters Score -489864.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -489904.437500 Penalty: 4136.273926
	Iteration 18Q: 3 clusters Score -489904.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -489952.500000 Penalty: 4136.273926
	Iteration 19Q: 3 clusters Score -489952.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -490008.343750 Penalty: 4136.273926
	Iteration 20F: 3 clusters Score -490008.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -490069.187500 Penalty: 4136.273926
	Iteration 21Q: 3 clusters Score -490069.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -490122.406250 Penalty: 4136.273926
	Iteration 22Q: 3 clusters Score -490122.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -490178.312500 Penalty: 4136.273926
	Iteration 23Q: 3 clusters Score -490178.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -490209.812500 Penalty: 4136.273926
	Iteration 24Q: 3 clusters Score -490209.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -490239.343750 Penalty: 4136.273926
	Iteration 25Q: 3 clusters Score -490239.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -490259.500000 Penalty: 4136.273926
	Iteration 26Q: 3 clusters Score -490259.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -490270.656250 Penalty: 4136.273926
	Iteration 27Q: 3 clusters Score -490270.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -490277.500000 Penalty: 4136.273926
	Iteration 28Q: 3 clusters Score -490277.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -490283.156250 Penalty: 4136.273926
	Iteration 29Q: 3 clusters Score -490283.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -490292.687500 Penalty: 4136.273926
	Iteration 30Q: 3 clusters Score -490292.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -490297.125000 Penalty: 4136.273926
	Iteration 31Q: 3 clusters Score -490297.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -490299.500000 Penalty: 4136.273926
	Iteration 32Q: 3 clusters Score -490299.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -490301.312500 Penalty: 4136.273926
	Iteration 33Q: 3 clusters Score -490301.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -490302.875000 Penalty: 4136.273926
	Iteration 34Q: 3 clusters Score -490302.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -490306.437500 Penalty: 4136.273926
	Iteration 35Q: 3 clusters Score -490306.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -490310.562500 Penalty: 4136.273926
	Iteration 36Q: 3 clusters Score -490310.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -490314.906250 Penalty: 4136.273926
	Iteration 37Q: 3 clusters Score -490314.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -490317.343750 Penalty: 4136.273926
	Iteration 38Q: 3 clusters Score -490317.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -490319.375000 Penalty: 4136.273926
	Iteration 39Q: 3 clusters Score -490319.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -490323.593750 Penalty: 4136.273926
	Iteration 40F: 3 clusters Score -490323.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -490330.875000 Penalty: 4136.273926
	Iteration 41Q: 3 clusters Score -490330.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -490337.593750 Penalty: 4136.273926
	Iteration 42Q: 3 clusters Score -490337.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -490339.531250 Penalty: 4136.273926
	Iteration 43Q: 3 clusters Score -490339.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -490340.500000 Penalty: 4136.273926
	Iteration 44Q: 3 clusters Score -490340.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -490341.937500 Penalty: 4136.273926
	Iteration 45Q: 3 clusters Score -490341.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -490343.312500 Penalty: 4136.273926
	Iteration 46Q: 3 clusters Score -490343.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -490345.562500 Penalty: 4136.273926
	Iteration 47Q: 3 clusters Score -490345.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -490345.781250 Penalty: 4136.273926
	Iteration 48Q: 3 clusters Score -490345.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -490345.781250 Penalty: 4136.273926
	Iteration 49F: 3 clusters Score -490345.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Entering Unmasked Estep 
Score: -2743500.750000 Penalty: 2482.771484
	Iteration 0F: 2 clusters Score -2743501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2727952.250000 Penalty: 4965.542969
	Iteration 0F: 3 clusters Score -2727952 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2733153.000000 Penalty: 4965.542969
	Iteration 1F: 3 clusters Score -2733153 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2733575.750000 Penalty: 4965.542969
	Iteration 2F: 3 clusters Score -2733576 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2733939.500000 Penalty: 4965.542969
	Iteration 3Q: 3 clusters Score -2733940 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2734323.500000 Penalty: 4965.542969
	Iteration 4Q: 3 clusters Score -2734324 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2734801.500000 Penalty: 4965.542969
	Iteration 5Q: 3 clusters Score -2734802 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2735416.750000 Penalty: 4965.542969
	Iteration 6F: 3 clusters Score -2735417 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2736235.000000 Penalty: 4965.542969
	Iteration 7F: 3 clusters Score -2736235 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2737233.250000 Penalty: 4965.542969
	Iteration 8F: 3 clusters Score -2737233 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2738326.000000 Penalty: 4965.542969
	Iteration 9F: 3 clusters Score -2738326 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2739328.000000 Penalty: 4965.542969
	Iteration 10F: 3 clusters Score -2739328 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2740127.250000 Penalty: 4965.542969
	Iteration 11Q: 3 clusters Score -2740127 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2740613.000000 Penalty: 4965.542969
	Iteration 12Q: 3 clusters Score -2740613 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2740922.750000 Penalty: 4965.542969
	Iteration 13Q: 3 clusters Score -2740923 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2741073.750000 Penalty: 4965.542969
	Iteration 14Q: 3 clusters Score -2741074 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2741156.250000 Penalty: 4965.542969
	Iteration 15Q: 3 clusters Score -2741156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2741227.250000 Penalty: 4965.542969
	Iteration 16Q: 3 clusters Score -2741227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2741269.000000 Penalty: 4965.542969
	Iteration 17Q: 3 clusters Score -2741269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2741300.000000 Penalty: 4965.542969
	Iteration 18Q: 3 clusters Score -2741300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2741308.750000 Penalty: 4965.542969
	Iteration 19Q: 3 clusters Score -2741309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2741329.250000 Penalty: 4965.542969
	Iteration 20F: 3 clusters Score -2741329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2741337.250000 Penalty: 4965.542969
	Iteration 21Q: 3 clusters Score -2741337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2741347.000000 Penalty: 4965.542969
	Iteration 22Q: 3 clusters Score -2741347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2741360.250000 Penalty: 4965.542969
	Iteration 23Q: 3 clusters Score -2741360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2741368.000000 Penalty: 4965.542969
	Iteration 24Q: 3 clusters Score -2741368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2741373.750000 Penalty: 4965.542969
	Iteration 25Q: 3 clusters Score -2741374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2741372.750000 Penalty: 4965.542969
	Iteration 26Q: 3 clusters Score -2741373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2741375.500000 Penalty: 4965.542969
	Iteration 27Q: 3 clusters Score -2741376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2741375.500000 Penalty: 4965.542969
	Iteration 28F: 3 clusters Score -2741376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Entering Unmasked Estep 
Score: -3025545.750000 Penalty: 2512.226562
	Iteration 0F: 2 clusters Score -3025546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -3008362.000000 Penalty: 5024.453125
	Iteration 0F: 3 clusters Score -3008362 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -3014264.250000 Penalty: 5024.453125
	Iteration 1F: 3 clusters Score -3014264 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -3014769.500000 Penalty: 5024.453125
	Iteration 2Q: 3 clusters Score -3014770 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -3015204.250000 Penalty: 5024.453125
	Iteration 3Q: 3 clusters Score -3015204 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -3015659.750000 Penalty: 5024.453125
	Iteration 4Q: 3 clusters Score -3015660 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -3016071.250000 Penalty: 5024.453125
	Iteration 5Q: 3 clusters Score -3016071 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -3016462.500000 Penalty: 5024.453125
	Iteration 6Q: 3 clusters Score -3016462 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -3016807.500000 Penalty: 5024.453125
	Iteration 7Q: 3 clusters Score -3016808 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -3017148.750000 Penalty: 5024.453125
	Iteration 8Q: 3 clusters Score -3017149 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -3017495.250000 Penalty: 5024.453125
	Iteration 9Q: 3 clusters Score -3017495 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -3017767.750000 Penalty: 5024.453125
	Iteration 10Q: 3 clusters Score -3017768 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -3018071.000000 Penalty: 5024.453125
	Iteration 11Q: 3 clusters Score -3018071 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -3018414.250000 Penalty: 5024.453125
	Iteration 12Q: 3 clusters Score -3018414 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -3018825.000000 Penalty: 5024.453125
	Iteration 13Q: 3 clusters Score -3018825 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -3019280.500000 Penalty: 5024.453125
	Iteration 14Q: 3 clusters Score -3019280 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -3019753.500000 Penalty: 5024.453125
	Iteration 15Q: 3 clusters Score -3019754 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -3020256.750000 Penalty: 5024.453125
	Iteration 16Q: 3 clusters Score -3020257 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -3020753.250000 Penalty: 5024.453125
	Iteration 17Q: 3 clusters Score -3020753 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -3021156.500000 Penalty: 5024.453125
	Iteration 18Q: 3 clusters Score -3021156 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -3021428.250000 Penalty: 5024.453125
	Iteration 19Q: 3 clusters Score -3021428 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -3021617.500000 Penalty: 5024.453125
	Iteration 20F: 3 clusters Score -3021618 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -3021774.000000 Penalty: 5024.453125
	Iteration 21Q: 3 clusters Score -3021774 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -3021915.750000 Penalty: 5024.453125
	Iteration 22Q: 3 clusters Score -3021916 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -3022079.500000 Penalty: 5024.453125
	Iteration 23Q: 3 clusters Score -3022080 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -3022254.000000 Penalty: 5024.453125
	Iteration 24Q: 3 clusters Score -3022254 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -3022385.000000 Penalty: 5024.453125
	Iteration 25Q: 3 clusters Score -3022385 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -3022544.750000 Penalty: 5024.453125
	Iteration 26Q: 3 clusters Score -3022545 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -3022688.500000 Penalty: 5024.453125
	Iteration 27Q: 3 clusters Score -3022688 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -3022821.250000 Penalty: 5024.453125
	Iteration 28Q: 3 clusters Score -3022821 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -3022975.000000 Penalty: 5024.453125
	Iteration 29Q: 3 clusters Score -3022975 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -3023102.500000 Penalty: 5024.453125
	Iteration 30Q: 3 clusters Score -3023102 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -3023238.000000 Penalty: 5024.453125
	Iteration 31Q: 3 clusters Score -3023238 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3023350.250000 Penalty: 5024.453125
	Iteration 32Q: 3 clusters Score -3023350 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -3023450.250000 Penalty: 5024.453125
	Iteration 33Q: 3 clusters Score -3023450 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3023535.000000 Penalty: 5024.453125
	Iteration 34Q: 3 clusters Score -3023535 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3023608.500000 Penalty: 5024.453125
	Iteration 35Q: 3 clusters Score -3023608 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3023675.750000 Penalty: 5024.453125
	Iteration 36Q: 3 clusters Score -3023676 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3023732.000000 Penalty: 5024.453125
	Iteration 37Q: 3 clusters Score -3023732 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3023783.750000 Penalty: 5024.453125
	Iteration 38Q: 3 clusters Score -3023784 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3023810.500000 Penalty: 5024.453125
	Iteration 39Q: 3 clusters Score -3023810 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3023842.250000 Penalty: 5024.453125
	Iteration 40F: 3 clusters Score -3023842 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3023874.250000 Penalty: 5024.453125
	Iteration 41Q: 3 clusters Score -3023874 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3023897.500000 Penalty: 5024.453125
	Iteration 42Q: 3 clusters Score -3023898 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3023922.250000 Penalty: 5024.453125
	Iteration 43Q: 3 clusters Score -3023922 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3023948.500000 Penalty: 5024.453125
	Iteration 44Q: 3 clusters Score -3023948 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3023974.000000 Penalty: 5024.453125
	Iteration 45Q: 3 clusters Score -3023974 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3023991.750000 Penalty: 5024.453125
	Iteration 46Q: 3 clusters Score -3023992 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3024004.750000 Penalty: 5024.453125
	Iteration 47Q: 3 clusters Score -3024005 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3024015.500000 Penalty: 5024.453125
	Iteration 48Q: 3 clusters Score -3024016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3024030.750000 Penalty: 5024.453125
	Iteration 49Q: 3 clusters Score -3024031 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3024037.250000 Penalty: 5024.453125
	Iteration 50Q: 3 clusters Score -3024037 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3024049.250000 Penalty: 5024.453125
	Iteration 51Q: 3 clusters Score -3024049 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3024044.750000 Penalty: 5024.453125
	Iteration 52Q: 3 clusters Score -3024045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3024060.500000 Penalty: 5024.453125
	Iteration 53Q: 3 clusters Score -3024060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3024065.500000 Penalty: 5024.453125
	Iteration 54Q: 3 clusters Score -3024066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3024071.750000 Penalty: 5024.453125
	Iteration 55Q: 3 clusters Score -3024072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3024079.750000 Penalty: 5024.453125
	Iteration 56Q: 3 clusters Score -3024080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3024080.750000 Penalty: 5024.453125
	Iteration 57Q: 3 clusters Score -3024081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3024089.750000 Penalty: 5024.453125
	Iteration 58Q: 3 clusters Score -3024090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3024098.750000 Penalty: 5024.453125
	Iteration 59Q: 3 clusters Score -3024099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3024099.250000 Penalty: 5024.453125
	Iteration 60F: 3 clusters Score -3024099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3024098.000000 Penalty: 5024.453125
	Iteration 61Q: 3 clusters Score -3024098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3024098.250000 Penalty: 5024.453125
	Iteration 62Q: 3 clusters Score -3024098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3024104.250000 Penalty: 5024.453125
	Iteration 63Q: 3 clusters Score -3024104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3024116.750000 Penalty: 5024.453125
	Iteration 64Q: 3 clusters Score -3024117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3024126.750000 Penalty: 5024.453125
	Iteration 65Q: 3 clusters Score -3024127 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3024132.500000 Penalty: 5024.453125
	Iteration 66Q: 3 clusters Score -3024132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3024144.750000 Penalty: 5024.453125
	Iteration 67Q: 3 clusters Score -3024145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3024149.500000 Penalty: 5024.453125
	Iteration 68Q: 3 clusters Score -3024150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3024153.750000 Penalty: 5024.453125
	Iteration 69Q: 3 clusters Score -3024154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3024154.000000 Penalty: 5024.453125
	Iteration 70Q: 3 clusters Score -3024154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3024153.000000 Penalty: 5024.453125
	Iteration 71Q: 3 clusters Score -3024153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3024153.000000 Penalty: 5024.453125
	Iteration 72Q: 3 clusters Score -3024153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3024156.250000 Penalty: 5024.453125
	Iteration 73Q: 3 clusters Score -3024156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3024160.750000 Penalty: 5024.453125
	Iteration 74Q: 3 clusters Score -3024161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3024166.750000 Penalty: 5024.453125
	Iteration 75Q: 3 clusters Score -3024167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3024169.250000 Penalty: 5024.453125
	Iteration 76Q: 3 clusters Score -3024169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3024169.000000 Penalty: 5024.453125
	Iteration 77Q: 3 clusters Score -3024169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3024171.250000 Penalty: 5024.453125
	Iteration 78Q: 3 clusters Score -3024171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3024171.750000 Penalty: 5024.453125
	Iteration 79Q: 3 clusters Score -3024172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3024171.750000 Penalty: 5024.453125
	Iteration 80F: 3 clusters Score -3024172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (146113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146113 members 
Entering Unmasked Estep 
Score: -18307850.000000 Penalty: 2949.249512
	Iteration 0F: 2 clusters Score -1.830785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73170 members 
Mstep: Class 2 contains 72943 members 
Entering Unmasked Estep 
Score: -18209966.000000 Penalty: 5898.499023
	Iteration 0F: 3 clusters Score -1.820997e+07 nChanged 69835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74405 members 
Mstep: Class 2 contains 71708 members 
Entering Unmasked Estep 
Score: -18250814.000000 Penalty: 5898.499023
	Iteration 1F: 3 clusters Score -1.825081e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74820 members 
Mstep: Class 2 contains 71293 members 
Entering Unmasked Estep 
Score: -18251734.000000 Penalty: 5898.499023
	Iteration 2Q: 3 clusters Score -1.825173e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75357 members 
Mstep: Class 2 contains 70756 members 
Entering Unmasked Estep 
Score: -18252866.000000 Penalty: 5898.499023
	Iteration 3Q: 3 clusters Score -1.825287e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76109 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -18254216.000000 Penalty: 5898.499023
	Iteration 4Q: 3 clusters Score -1.825422e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77199 members 
Mstep: Class 2 contains 68914 members 
Entering Unmasked Estep 
Score: -18256026.000000 Penalty: 5898.499023
	Iteration 5Q: 3 clusters Score -1.825603e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78748 members 
Mstep: Class 2 contains 67365 members 
Entering Unmasked Estep 
Score: -18258362.000000 Penalty: 5898.499023
	Iteration 6Q: 3 clusters Score -1.825836e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80754 members 
Mstep: Class 2 contains 65359 members 
Entering Unmasked Estep 
Score: -18260720.000000 Penalty: 5898.499023
	Iteration 7Q: 3 clusters Score -1.826072e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83304 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -18263798.000000 Penalty: 5898.499023
	Iteration 8Q: 3 clusters Score -1.82638e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86427 members 
Mstep: Class 2 contains 59686 members 
Entering Unmasked Estep 
Score: -18267188.000000 Penalty: 5898.499023
	Iteration 9Q: 3 clusters Score -1.826719e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90208 members 
Mstep: Class 2 contains 55905 members 
Entering Unmasked Estep 
Score: -18271208.000000 Penalty: 5898.499023
	Iteration 10Q: 3 clusters Score -1.827121e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94342 members 
Mstep: Class 2 contains 51771 members 
Entering Unmasked Estep 
Score: -18275532.000000 Penalty: 5898.499023
	Iteration 11F: 3 clusters Score -1.827553e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98290 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -18279664.000000 Penalty: 5898.499023
	Iteration 12Q: 3 clusters Score -1.827966e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101825 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -18282572.000000 Penalty: 5898.499023
	Iteration 13Q: 3 clusters Score -1.828257e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104889 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -18284684.000000 Penalty: 5898.499023
	Iteration 14Q: 3 clusters Score -1.828468e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107686 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -18286040.000000 Penalty: 5898.499023
	Iteration 15Q: 3 clusters Score -1.828604e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110384 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -18287000.000000 Penalty: 5898.499023
	Iteration 16Q: 3 clusters Score -1.8287e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113112 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -18287892.000000 Penalty: 5898.499023
	Iteration 17Q: 3 clusters Score -1.828789e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115951 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -18289030.000000 Penalty: 5898.499023
	Iteration 18Q: 3 clusters Score -1.828903e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118864 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -18290176.000000 Penalty: 5898.499023
	Iteration 19Q: 3 clusters Score -1.829018e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121855 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -18291448.000000 Penalty: 5898.499023
	Iteration 20F: 3 clusters Score -1.829145e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124969 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -18293042.000000 Penalty: 5898.499023
	Iteration 21Q: 3 clusters Score -1.829304e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128118 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -18294696.000000 Penalty: 5898.499023
	Iteration 22Q: 3 clusters Score -1.82947e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131093 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -18296228.000000 Penalty: 5898.499023
	Iteration 23Q: 3 clusters Score -1.829623e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133850 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -18297804.000000 Penalty: 5898.499023
	Iteration 24Q: 3 clusters Score -1.82978e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136372 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -18299394.000000 Penalty: 5898.499023
	Iteration 25Q: 3 clusters Score -1.829939e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138585 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -18300750.000000 Penalty: 5898.499023
	Iteration 26Q: 3 clusters Score -1.830075e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140492 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -18302064.000000 Penalty: 5898.499023
	Iteration 27Q: 3 clusters Score -1.830206e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141994 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -18302946.000000 Penalty: 5898.499023
	Iteration 28Q: 3 clusters Score -1.830295e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143089 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -18303668.000000 Penalty: 5898.499023
	Iteration 29Q: 3 clusters Score -1.830367e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143867 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -18304158.000000 Penalty: 5898.499023
	Iteration 30Q: 3 clusters Score -1.830416e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144386 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -18304578.000000 Penalty: 5898.499023
	Iteration 31Q: 3 clusters Score -1.830458e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144719 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -18304850.000000 Penalty: 5898.499023
	Iteration 32Q: 3 clusters Score -1.830485e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144956 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -18305018.000000 Penalty: 5898.499023
	Iteration 33Q: 3 clusters Score -1.830502e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145108 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -18305126.000000 Penalty: 5898.499023
	Iteration 34Q: 3 clusters Score -1.830513e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145202 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -18305152.000000 Penalty: 5898.499023
	Iteration 35Q: 3 clusters Score -1.830515e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145264 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -18305174.000000 Penalty: 5898.499023
	Iteration 36Q: 3 clusters Score -1.830517e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145312 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -18305216.000000 Penalty: 5898.499023
	Iteration 37Q: 3 clusters Score -1.830522e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145353 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -18305262.000000 Penalty: 5898.499023
	Iteration 38Q: 3 clusters Score -1.830526e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145378 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -18305294.000000 Penalty: 5898.499023
	Iteration 39Q: 3 clusters Score -1.830529e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145407 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -18305302.000000 Penalty: 5898.499023
	Iteration 40F: 3 clusters Score -1.83053e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145420 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -18305324.000000 Penalty: 5898.499023
	Iteration 41Q: 3 clusters Score -1.830532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145431 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -18305326.000000 Penalty: 5898.499023
	Iteration 42Q: 3 clusters Score -1.830533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145436 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -18305340.000000 Penalty: 5898.499023
	Iteration 43Q: 3 clusters Score -1.830534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145442 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -18305338.000000 Penalty: 5898.499023
	Iteration 44Q: 3 clusters Score -1.830534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145446 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -18305342.000000 Penalty: 5898.499023
	Iteration 45Q: 3 clusters Score -1.830534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145451 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -18305356.000000 Penalty: 5898.499023
	Iteration 46Q: 3 clusters Score -1.830536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145453 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -18305350.000000 Penalty: 5898.499023
	Iteration 47Q: 3 clusters Score -1.830535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145455 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -18305360.000000 Penalty: 5898.499023
	Iteration 48Q: 3 clusters Score -1.830536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145463 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -18305366.000000 Penalty: 5898.499023
	Iteration 49Q: 3 clusters Score -1.830537e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145470 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -18305378.000000 Penalty: 5898.499023
	Iteration 50Q: 3 clusters Score -1.830538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145476 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -18305368.000000 Penalty: 5898.499023
	Iteration 51Q: 3 clusters Score -1.830537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145480 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -18305370.000000 Penalty: 5898.499023
	Iteration 52Q: 3 clusters Score -1.830537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145481 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -18305372.000000 Penalty: 5898.499023
	Iteration 53Q: 3 clusters Score -1.830537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145481 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -18305372.000000 Penalty: 5898.499023
	Iteration 54F: 3 clusters Score -1.830537e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -116718.640625 Penalty: 1769.847778
	Iteration 0F: 2 clusters Score -116718.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -114627.203125 Penalty: 3539.695557
	Iteration 0F: 3 clusters Score -114627.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -114929.523438 Penalty: 3539.695557
	Iteration 1F: 3 clusters Score -114929.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -115017.921875 Penalty: 3539.695557
	Iteration 2F: 3 clusters Score -115017.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -115064.984375 Penalty: 3539.695557
	Iteration 3Q: 3 clusters Score -115065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -115097.296875 Penalty: 3539.695557
	Iteration 4Q: 3 clusters Score -115097.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -115176.906250 Penalty: 3539.695557
	Iteration 5Q: 3 clusters Score -115176.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -115306.218750 Penalty: 3539.695557
	Iteration 6Q: 3 clusters Score -115306.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -115420.351562 Penalty: 3539.695557
	Iteration 7F: 3 clusters Score -115420.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -115583.328125 Penalty: 3539.695557
	Iteration 8F: 3 clusters Score -115583.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -115754.335938 Penalty: 3539.695557
	Iteration 9F: 3 clusters Score -115754.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -115908.210938 Penalty: 3539.695557
	Iteration 10Q: 3 clusters Score -115908.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -116046.281250 Penalty: 3539.695557
	Iteration 11Q: 3 clusters Score -116046.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -116126.828125 Penalty: 3539.695557
	Iteration 12Q: 3 clusters Score -116126.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -116179.468750 Penalty: 3539.695557
	Iteration 13Q: 3 clusters Score -116179.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -116218.578125 Penalty: 3539.695557
	Iteration 14Q: 3 clusters Score -116218.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -116251.812500 Penalty: 3539.695557
	Iteration 15Q: 3 clusters Score -116251.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -116266.570312 Penalty: 3539.695557
	Iteration 16Q: 3 clusters Score -116266.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -116274.539062 Penalty: 3539.695557
	Iteration 17Q: 3 clusters Score -116274.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -116276.507812 Penalty: 3539.695557
	Iteration 18Q: 3 clusters Score -116276.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -116276.507812 Penalty: 3539.695557
	Iteration 19F: 3 clusters Score -116276.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Entering Unmasked Estep 
Score: -1712959.000000 Penalty: 2365.135010
	Iteration 0F: 2 clusters Score -1712959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1702839.875000 Penalty: 4730.270020
	Iteration 0F: 3 clusters Score -1702840 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1705948.375000 Penalty: 4730.270020
	Iteration 1F: 3 clusters Score -1705948 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1706285.125000 Penalty: 4730.270020
	Iteration 2F: 3 clusters Score -1706285 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1706505.875000 Penalty: 4730.270020
	Iteration 3Q: 3 clusters Score -1706506 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1706695.125000 Penalty: 4730.270020
	Iteration 4Q: 3 clusters Score -1706695 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1706859.000000 Penalty: 4730.270020
	Iteration 5Q: 3 clusters Score -1706859 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1707035.000000 Penalty: 4730.270020
	Iteration 6Q: 3 clusters Score -1707035 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1707225.375000 Penalty: 4730.270020
	Iteration 7Q: 3 clusters Score -1707225 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1707522.875000 Penalty: 4730.270020
	Iteration 8Q: 3 clusters Score -1707523 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1707959.125000 Penalty: 4730.270020
	Iteration 9Q: 3 clusters Score -1707959 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1708562.750000 Penalty: 4730.270020
	Iteration 10F: 3 clusters Score -1708563 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1709230.750000 Penalty: 4730.270020
	Iteration 11F: 3 clusters Score -1709231 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1709882.500000 Penalty: 4730.270020
	Iteration 12F: 3 clusters Score -1709882 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1710410.250000 Penalty: 4730.270020
	Iteration 13Q: 3 clusters Score -1710410 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1710871.750000 Penalty: 4730.270020
	Iteration 14Q: 3 clusters Score -1710872 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1711244.375000 Penalty: 4730.270020
	Iteration 15Q: 3 clusters Score -1711244 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1711525.375000 Penalty: 4730.270020
	Iteration 16Q: 3 clusters Score -1711525 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1711737.250000 Penalty: 4730.270020
	Iteration 17Q: 3 clusters Score -1711737 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1711886.375000 Penalty: 4730.270020
	Iteration 18Q: 3 clusters Score -1711886 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1711990.375000 Penalty: 4730.270020
	Iteration 19Q: 3 clusters Score -1711990 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1712056.250000 Penalty: 4730.270020
	Iteration 20F: 3 clusters Score -1712056 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1712118.375000 Penalty: 4730.270020
	Iteration 21Q: 3 clusters Score -1712118 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1712162.000000 Penalty: 4730.270020
	Iteration 22Q: 3 clusters Score -1712162 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1712208.625000 Penalty: 4730.270020
	Iteration 23Q: 3 clusters Score -1712209 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1712240.875000 Penalty: 4730.270020
	Iteration 24Q: 3 clusters Score -1712241 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1712271.625000 Penalty: 4730.270020
	Iteration 25Q: 3 clusters Score -1712272 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1712295.875000 Penalty: 4730.270020
	Iteration 26Q: 3 clusters Score -1712296 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1712318.125000 Penalty: 4730.270020
	Iteration 27Q: 3 clusters Score -1712318 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1712343.000000 Penalty: 4730.270020
	Iteration 28Q: 3 clusters Score -1712343 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1712370.125000 Penalty: 4730.270020
	Iteration 29Q: 3 clusters Score -1712370 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1712392.375000 Penalty: 4730.270020
	Iteration 30Q: 3 clusters Score -1712392 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1712415.250000 Penalty: 4730.270020
	Iteration 31Q: 3 clusters Score -1712415 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1712450.000000 Penalty: 4730.270020
	Iteration 32Q: 3 clusters Score -1712450 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1712468.625000 Penalty: 4730.270020
	Iteration 33Q: 3 clusters Score -1712469 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1712488.875000 Penalty: 4730.270020
	Iteration 34Q: 3 clusters Score -1712489 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1712504.250000 Penalty: 4730.270020
	Iteration 35Q: 3 clusters Score -1712504 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1712518.875000 Penalty: 4730.270020
	Iteration 36Q: 3 clusters Score -1712519 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1712537.125000 Penalty: 4730.270020
	Iteration 37Q: 3 clusters Score -1712537 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1712544.000000 Penalty: 4730.270020
	Iteration 38Q: 3 clusters Score -1712544 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1712555.500000 Penalty: 4730.270020
	Iteration 39Q: 3 clusters Score -1712556 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1712568.875000 Penalty: 4730.270020
	Iteration 40F: 3 clusters Score -1712569 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1712578.625000 Penalty: 4730.270020
	Iteration 41Q: 3 clusters Score -1712579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1712579.500000 Penalty: 4730.270020
	Iteration 42Q: 3 clusters Score -1712580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1712587.375000 Penalty: 4730.270020
	Iteration 43Q: 3 clusters Score -1712587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1712593.875000 Penalty: 4730.270020
	Iteration 44Q: 3 clusters Score -1712594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1712598.875000 Penalty: 4730.270020
	Iteration 45Q: 3 clusters Score -1712599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1712598.375000 Penalty: 4730.270020
	Iteration 46Q: 3 clusters Score -1712598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1712598.875000 Penalty: 4730.270020
	Iteration 47Q: 3 clusters Score -1712599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1712601.000000 Penalty: 4730.270020
	Iteration 48Q: 3 clusters Score -1712601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1712603.250000 Penalty: 4730.270020
	Iteration 49Q: 3 clusters Score -1712603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1712608.125000 Penalty: 4730.270020
	Iteration 50Q: 3 clusters Score -1712608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1712608.750000 Penalty: 4730.270020
	Iteration 51Q: 3 clusters Score -1712609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1712608.750000 Penalty: 4730.270020
	Iteration 52Q: 3 clusters Score -1712609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1712614.250000 Penalty: 4730.270020
	Iteration 53Q: 3 clusters Score -1712614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1712613.625000 Penalty: 4730.270020
	Iteration 54Q: 3 clusters Score -1712614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1712616.000000 Penalty: 4730.270020
	Iteration 55Q: 3 clusters Score -1712616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1712618.500000 Penalty: 4730.270020
	Iteration 56Q: 3 clusters Score -1712618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1712623.500000 Penalty: 4730.270020
	Iteration 57Q: 3 clusters Score -1712624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1712627.750000 Penalty: 4730.270020
	Iteration 58Q: 3 clusters Score -1712628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1712629.375000 Penalty: 4730.270020
	Iteration 59Q: 3 clusters Score -1712629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1712630.750000 Penalty: 4730.270020
	Iteration 60F: 3 clusters Score -1712631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1712634.125000 Penalty: 4730.270020
	Iteration 61Q: 3 clusters Score -1712634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1712626.000000 Penalty: 4730.270020
	Iteration 62Q: 3 clusters Score -1712626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1712628.250000 Penalty: 4730.270020
	Iteration 63Q: 3 clusters Score -1712628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1712632.750000 Penalty: 4730.270020
	Iteration 64Q: 3 clusters Score -1712633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1712634.375000 Penalty: 4730.270020
	Iteration 65Q: 3 clusters Score -1712634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1712636.000000 Penalty: 4730.270020
	Iteration 66Q: 3 clusters Score -1712636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1712635.750000 Penalty: 4730.270020
	Iteration 67Q: 3 clusters Score -1712636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1712637.750000 Penalty: 4730.270020
	Iteration 68Q: 3 clusters Score -1712638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1712638.125000 Penalty: 4730.270020
	Iteration 69Q: 3 clusters Score -1712638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1712638.250000 Penalty: 4730.270020
	Iteration 70Q: 3 clusters Score -1712638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1712640.125000 Penalty: 4730.270020
	Iteration 71Q: 3 clusters Score -1712640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1712637.875000 Penalty: 4730.270020
	Iteration 72Q: 3 clusters Score -1712638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1712638.750000 Penalty: 4730.270020
	Iteration 73Q: 3 clusters Score -1712639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1712637.750000 Penalty: 4730.270020
	Iteration 74Q: 3 clusters Score -1712638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1712636.625000 Penalty: 4730.270020
	Iteration 75Q: 3 clusters Score -1712637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1712638.250000 Penalty: 4730.270020
	Iteration 76Q: 3 clusters Score -1712638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1712642.500000 Penalty: 4730.270020
	Iteration 77Q: 3 clusters Score -1712642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1712642.375000 Penalty: 4730.270020
	Iteration 78Q: 3 clusters Score -1712642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1712647.625000 Penalty: 4730.270020
	Iteration 79Q: 3 clusters Score -1712648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1712648.250000 Penalty: 4730.270020
	Iteration 80F: 3 clusters Score -1712648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1712655.250000 Penalty: 4730.270020
	Iteration 81Q: 3 clusters Score -1712655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1712654.750000 Penalty: 4730.270020
	Iteration 82Q: 3 clusters Score -1712655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1712652.125000 Penalty: 4730.270020
	Iteration 83Q: 3 clusters Score -1712652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1712649.875000 Penalty: 4730.270020
	Iteration 84Q: 3 clusters Score -1712650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1712648.750000 Penalty: 4730.270020
	Iteration 85Q: 3 clusters Score -1712649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1712652.250000 Penalty: 4730.270020
	Iteration 86Q: 3 clusters Score -1712652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1712649.625000 Penalty: 4730.270020
	Iteration 87Q: 3 clusters Score -1712650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1712650.750000 Penalty: 4730.270020
	Iteration 88Q: 3 clusters Score -1712651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1712650.000000 Penalty: 4730.270020
	Iteration 89Q: 3 clusters Score -1712650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1712651.250000 Penalty: 4730.270020
	Iteration 90Q: 3 clusters Score -1712651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1712651.250000 Penalty: 4730.270020
	Iteration 91Q: 3 clusters Score -1712651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1712651.625000 Penalty: 4730.270020
	Iteration 92Q: 3 clusters Score -1712652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1712651.625000 Penalty: 4730.270020
	Iteration 93Q: 3 clusters Score -1712652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1712651.125000 Penalty: 4730.270020
	Iteration 94Q: 3 clusters Score -1712651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1712653.000000 Penalty: 4730.270020
	Iteration 95Q: 3 clusters Score -1712653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1712654.125000 Penalty: 4730.270020
	Iteration 96Q: 3 clusters Score -1712654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1712654.500000 Penalty: 4730.270020
	Iteration 97Q: 3 clusters Score -1712654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1712655.625000 Penalty: 4730.270020
	Iteration 98Q: 3 clusters Score -1712656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1712656.250000 Penalty: 4730.270020
	Iteration 99Q: 3 clusters Score -1712656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1712656.750000 Penalty: 4730.270020
	Iteration 100F: 3 clusters Score -1712657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Entering Unmasked Estep 
Score: -193941.453125 Penalty: 1845.592896
	Iteration 0F: 2 clusters Score -193941.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -191534.984375 Penalty: 3691.185791
	Iteration 0F: 3 clusters Score -191535 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -191987.609375 Penalty: 3691.185791
	Iteration 1F: 3 clusters Score -191987.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -192169.156250 Penalty: 3691.185791
	Iteration 2F: 3 clusters Score -192169.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -192276.031250 Penalty: 3691.185791
	Iteration 3F: 3 clusters Score -192276 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -192357.796875 Penalty: 3691.185791
	Iteration 4Q: 3 clusters Score -192357.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -192443.281250 Penalty: 3691.185791
	Iteration 5Q: 3 clusters Score -192443.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -192557.125000 Penalty: 3691.185791
	Iteration 6Q: 3 clusters Score -192557.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -192693.078125 Penalty: 3691.185791
	Iteration 7Q: 3 clusters Score -192693.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -192947.156250 Penalty: 3691.185791
	Iteration 8F: 3 clusters Score -192947.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -193220.031250 Penalty: 3691.185791
	Iteration 9F: 3 clusters Score -193220 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -193411.828125 Penalty: 3691.185791
	Iteration 10Q: 3 clusters Score -193411.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -193549.031250 Penalty: 3691.185791
	Iteration 11Q: 3 clusters Score -193549 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -193608.734375 Penalty: 3691.185791
	Iteration 12Q: 3 clusters Score -193608.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -193639.312500 Penalty: 3691.185791
	Iteration 13Q: 3 clusters Score -193639.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -193659.406250 Penalty: 3691.185791
	Iteration 14Q: 3 clusters Score -193659.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -193670.750000 Penalty: 3691.185791
	Iteration 15Q: 3 clusters Score -193670.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -193675.546875 Penalty: 3691.185791
	Iteration 16Q: 3 clusters Score -193675.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -193684.515625 Penalty: 3691.185791
	Iteration 17Q: 3 clusters Score -193684.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -193693.859375 Penalty: 3691.185791
	Iteration 18Q: 3 clusters Score -193693.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -193699.328125 Penalty: 3691.185791
	Iteration 19Q: 3 clusters Score -193699.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -193699.968750 Penalty: 3691.185791
	Iteration 20F: 3 clusters Score -193700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -193700.609375 Penalty: 3691.185791
	Iteration 21Q: 3 clusters Score -193700.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -193700.609375 Penalty: 3691.185791
	Iteration 22F: 3 clusters Score -193700.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Entering Unmasked Estep 
Score: -410282.093750 Penalty: 2030.588257
	Iteration 0F: 2 clusters Score -410282.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -406668.843750 Penalty: 4061.176514
	Iteration 0F: 3 clusters Score -406668.8 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -407436.375000 Penalty: 4061.176514
	Iteration 1F: 3 clusters Score -407436.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -407622.718750 Penalty: 4061.176514
	Iteration 2F: 3 clusters Score -407622.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -407730.718750 Penalty: 4061.176514
	Iteration 3F: 3 clusters Score -407730.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -407800.937500 Penalty: 4061.176514
	Iteration 4Q: 3 clusters Score -407800.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -407849.656250 Penalty: 4061.176514
	Iteration 5Q: 3 clusters Score -407849.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -407885.593750 Penalty: 4061.176514
	Iteration 6Q: 3 clusters Score -407885.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -407908.000000 Penalty: 4061.176514
	Iteration 7Q: 3 clusters Score -407908 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -407931.031250 Penalty: 4061.176514
	Iteration 8Q: 3 clusters Score -407931 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -407946.375000 Penalty: 4061.176514
	Iteration 9Q: 3 clusters Score -407946.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -407955.218750 Penalty: 4061.176514
	Iteration 10Q: 3 clusters Score -407955.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -407963.500000 Penalty: 4061.176514
	Iteration 11Q: 3 clusters Score -407963.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -407967.875000 Penalty: 4061.176514
	Iteration 12Q: 3 clusters Score -407967.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -407974.156250 Penalty: 4061.176514
	Iteration 13Q: 3 clusters Score -407974.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -407979.843750 Penalty: 4061.176514
	Iteration 14Q: 3 clusters Score -407979.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -407984.812500 Penalty: 4061.176514
	Iteration 15Q: 3 clusters Score -407984.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -407987.750000 Penalty: 4061.176514
	Iteration 16Q: 3 clusters Score -407987.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -407991.875000 Penalty: 4061.176514
	Iteration 17Q: 3 clusters Score -407991.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -407995.031250 Penalty: 4061.176514
	Iteration 18Q: 3 clusters Score -407995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -408001.812500 Penalty: 4061.176514
	Iteration 19Q: 3 clusters Score -408001.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -408008.375000 Penalty: 4061.176514
	Iteration 20F: 3 clusters Score -408008.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -408016.937500 Penalty: 4061.176514
	Iteration 21Q: 3 clusters Score -408016.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -408024.531250 Penalty: 4061.176514
	Iteration 22Q: 3 clusters Score -408024.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -408029.812500 Penalty: 4061.176514
	Iteration 23Q: 3 clusters Score -408029.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -408036.218750 Penalty: 4061.176514
	Iteration 24Q: 3 clusters Score -408036.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -408046.625000 Penalty: 4061.176514
	Iteration 25Q: 3 clusters Score -408046.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -408054.593750 Penalty: 4061.176514
	Iteration 26Q: 3 clusters Score -408054.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -408066.843750 Penalty: 4061.176514
	Iteration 27Q: 3 clusters Score -408066.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -408075.437500 Penalty: 4061.176514
	Iteration 28Q: 3 clusters Score -408075.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -408086.218750 Penalty: 4061.176514
	Iteration 29Q: 3 clusters Score -408086.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -408099.687500 Penalty: 4061.176514
	Iteration 30Q: 3 clusters Score -408099.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -408116.031250 Penalty: 4061.176514
	Iteration 31Q: 3 clusters Score -408116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -408125.562500 Penalty: 4061.176514
	Iteration 32Q: 3 clusters Score -408125.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -408131.031250 Penalty: 4061.176514
	Iteration 33Q: 3 clusters Score -408131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -408141.562500 Penalty: 4061.176514
	Iteration 34Q: 3 clusters Score -408141.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -408151.062500 Penalty: 4061.176514
	Iteration 35Q: 3 clusters Score -408151.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -408161.187500 Penalty: 4061.176514
	Iteration 36Q: 3 clusters Score -408161.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -408173.062500 Penalty: 4061.176514
	Iteration 37Q: 3 clusters Score -408173.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -408187.250000 Penalty: 4061.176514
	Iteration 38Q: 3 clusters Score -408187.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -408201.562500 Penalty: 4061.176514
	Iteration 39Q: 3 clusters Score -408201.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -408220.062500 Penalty: 4061.176514
	Iteration 40F: 3 clusters Score -408220.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -408236.562500 Penalty: 4061.176514
	Iteration 41Q: 3 clusters Score -408236.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -408259.031250 Penalty: 4061.176514
	Iteration 42Q: 3 clusters Score -408259 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -408286.031250 Penalty: 4061.176514
	Iteration 43Q: 3 clusters Score -408286 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -408316.375000 Penalty: 4061.176514
	Iteration 44Q: 3 clusters Score -408316.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -408353.500000 Penalty: 4061.176514
	Iteration 45Q: 3 clusters Score -408353.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -408387.468750 Penalty: 4061.176514
	Iteration 46Q: 3 clusters Score -408387.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -408426.375000 Penalty: 4061.176514
	Iteration 47Q: 3 clusters Score -408426.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -408468.343750 Penalty: 4061.176514
	Iteration 48Q: 3 clusters Score -408468.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -408508.250000 Penalty: 4061.176514
	Iteration 49Q: 3 clusters Score -408508.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -408549.593750 Penalty: 4061.176514
	Iteration 50Q: 3 clusters Score -408549.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -408583.937500 Penalty: 4061.176514
	Iteration 51Q: 3 clusters Score -408583.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -408615.250000 Penalty: 4061.176514
	Iteration 52Q: 3 clusters Score -408615.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -408637.187500 Penalty: 4061.176514
	Iteration 53Q: 3 clusters Score -408637.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -408658.281250 Penalty: 4061.176514
	Iteration 54Q: 3 clusters Score -408658.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -408679.593750 Penalty: 4061.176514
	Iteration 55Q: 3 clusters Score -408679.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -408703.781250 Penalty: 4061.176514
	Iteration 56Q: 3 clusters Score -408703.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -408717.593750 Penalty: 4061.176514
	Iteration 57Q: 3 clusters Score -408717.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -408728.718750 Penalty: 4061.176514
	Iteration 58Q: 3 clusters Score -408728.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -408739.656250 Penalty: 4061.176514
	Iteration 59Q: 3 clusters Score -408739.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -408748.093750 Penalty: 4061.176514
	Iteration 60F: 3 clusters Score -408748.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -408754.062500 Penalty: 4061.176514
	Iteration 61Q: 3 clusters Score -408754.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -408758.500000 Penalty: 4061.176514
	Iteration 62Q: 3 clusters Score -408758.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -408762.156250 Penalty: 4061.176514
	Iteration 63Q: 3 clusters Score -408762.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -408764.531250 Penalty: 4061.176514
	Iteration 64Q: 3 clusters Score -408764.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -408766.031250 Penalty: 4061.176514
	Iteration 65Q: 3 clusters Score -408766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -408768.375000 Penalty: 4061.176514
	Iteration 66Q: 3 clusters Score -408768.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -408772.187500 Penalty: 4061.176514
	Iteration 67Q: 3 clusters Score -408772.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -408772.750000 Penalty: 4061.176514
	Iteration 68Q: 3 clusters Score -408772.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -408773.531250 Penalty: 4061.176514
	Iteration 69Q: 3 clusters Score -408773.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -408773.656250 Penalty: 4061.176514
	Iteration 70Q: 3 clusters Score -408773.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -408773.687500 Penalty: 4061.176514
	Iteration 71Q: 3 clusters Score -408773.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -408774.531250 Penalty: 4061.176514
	Iteration 72Q: 3 clusters Score -408774.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -408775.906250 Penalty: 4061.176514
	Iteration 73Q: 3 clusters Score -408775.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -408777.312500 Penalty: 4061.176514
	Iteration 74Q: 3 clusters Score -408777.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -408778.156250 Penalty: 4061.176514
	Iteration 75Q: 3 clusters Score -408778.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -408778.750000 Penalty: 4061.176514
	Iteration 76Q: 3 clusters Score -408778.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -408779.281250 Penalty: 4061.176514
	Iteration 77Q: 3 clusters Score -408779.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -408780.250000 Penalty: 4061.176514
	Iteration 78Q: 3 clusters Score -408780.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -408779.906250 Penalty: 4061.176514
	Iteration 79Q: 3 clusters Score -408779.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -408779.968750 Penalty: 4061.176514
	Iteration 80F: 3 clusters Score -408780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -408780.625000 Penalty: 4061.176514
	Iteration 81Q: 3 clusters Score -408780.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -408780.687500 Penalty: 4061.176514
	Iteration 82Q: 3 clusters Score -408780.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -408781.281250 Penalty: 4061.176514
	Iteration 83Q: 3 clusters Score -408781.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -408781.343750 Penalty: 4061.176514
	Iteration 84Q: 3 clusters Score -408781.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -408781.781250 Penalty: 4061.176514
	Iteration 85Q: 3 clusters Score -408781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -408781.562500 Penalty: 4061.176514
	Iteration 86Q: 3 clusters Score -408781.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -408781.562500 Penalty: 4061.176514
	Iteration 87F: 3 clusters Score -408781.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Entering Unmasked Estep 
Score: -1721234.625000 Penalty: 2375.369873
	Iteration 0F: 2 clusters Score -1721235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1710664.000000 Penalty: 4750.739746
	Iteration 0F: 3 clusters Score -1710664 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1714307.125000 Penalty: 4750.739746
	Iteration 1F: 3 clusters Score -1714307 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1715079.250000 Penalty: 4750.739746
	Iteration 2F: 3 clusters Score -1715079 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1715932.500000 Penalty: 4750.739746
	Iteration 3F: 3 clusters Score -1715932 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1716688.125000 Penalty: 4750.739746
	Iteration 4F: 3 clusters Score -1716688 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1717329.250000 Penalty: 4750.739746
	Iteration 5F: 3 clusters Score -1717329 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1717857.500000 Penalty: 4750.739746
	Iteration 6F: 3 clusters Score -1717858 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1718266.625000 Penalty: 4750.739746
	Iteration 7Q: 3 clusters Score -1718267 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1718544.875000 Penalty: 4750.739746
	Iteration 8Q: 3 clusters Score -1718545 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1718751.250000 Penalty: 4750.739746
	Iteration 9Q: 3 clusters Score -1718751 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1718948.625000 Penalty: 4750.739746
	Iteration 10Q: 3 clusters Score -1718949 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1719110.250000 Penalty: 4750.739746
	Iteration 11Q: 3 clusters Score -1719110 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1719232.250000 Penalty: 4750.739746
	Iteration 12Q: 3 clusters Score -1719232 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1719317.250000 Penalty: 4750.739746
	Iteration 13Q: 3 clusters Score -1719317 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1719383.750000 Penalty: 4750.739746
	Iteration 14Q: 3 clusters Score -1719384 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1719452.000000 Penalty: 4750.739746
	Iteration 15Q: 3 clusters Score -1719452 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1719499.500000 Penalty: 4750.739746
	Iteration 16Q: 3 clusters Score -1719500 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1719531.875000 Penalty: 4750.739746
	Iteration 17Q: 3 clusters Score -1719532 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1719576.500000 Penalty: 4750.739746
	Iteration 18Q: 3 clusters Score -1719576 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1719616.500000 Penalty: 4750.739746
	Iteration 19Q: 3 clusters Score -1719616 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1719650.375000 Penalty: 4750.739746
	Iteration 20F: 3 clusters Score -1719650 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1719688.625000 Penalty: 4750.739746
	Iteration 21Q: 3 clusters Score -1719689 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1719718.375000 Penalty: 4750.739746
	Iteration 22Q: 3 clusters Score -1719718 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1719740.375000 Penalty: 4750.739746
	Iteration 23Q: 3 clusters Score -1719740 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1719767.125000 Penalty: 4750.739746
	Iteration 24Q: 3 clusters Score -1719767 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1719785.750000 Penalty: 4750.739746
	Iteration 25Q: 3 clusters Score -1719786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1719808.625000 Penalty: 4750.739746
	Iteration 26Q: 3 clusters Score -1719809 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1719826.375000 Penalty: 4750.739746
	Iteration 27Q: 3 clusters Score -1719826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1719839.500000 Penalty: 4750.739746
	Iteration 28Q: 3 clusters Score -1719840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1719847.000000 Penalty: 4750.739746
	Iteration 29Q: 3 clusters Score -1719847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1719863.000000 Penalty: 4750.739746
	Iteration 30Q: 3 clusters Score -1719863 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1719870.375000 Penalty: 4750.739746
	Iteration 31Q: 3 clusters Score -1719870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1719879.875000 Penalty: 4750.739746
	Iteration 32Q: 3 clusters Score -1719880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1719886.750000 Penalty: 4750.739746
	Iteration 33Q: 3 clusters Score -1719887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1719897.500000 Penalty: 4750.739746
	Iteration 34Q: 3 clusters Score -1719898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1719899.375000 Penalty: 4750.739746
	Iteration 35Q: 3 clusters Score -1719899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1719906.625000 Penalty: 4750.739746
	Iteration 36Q: 3 clusters Score -1719907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1719911.625000 Penalty: 4750.739746
	Iteration 37Q: 3 clusters Score -1719912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1719917.500000 Penalty: 4750.739746
	Iteration 38Q: 3 clusters Score -1719918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1719927.000000 Penalty: 4750.739746
	Iteration 39Q: 3 clusters Score -1719927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1719928.250000 Penalty: 4750.739746
	Iteration 40F: 3 clusters Score -1719928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1719937.375000 Penalty: 4750.739746
	Iteration 41Q: 3 clusters Score -1719937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1719937.500000 Penalty: 4750.739746
	Iteration 42Q: 3 clusters Score -1719938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1719939.750000 Penalty: 4750.739746
	Iteration 43Q: 3 clusters Score -1719940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1719943.500000 Penalty: 4750.739746
	Iteration 44Q: 3 clusters Score -1719944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1719942.125000 Penalty: 4750.739746
	Iteration 45Q: 3 clusters Score -1719942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1719942.125000 Penalty: 4750.739746
	Iteration 46F: 3 clusters Score -1719942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -28581.498047 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -28581.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27365.421875 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -27365.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27463.890625 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -27463.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27486.982422 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -27486.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27498.998047 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -27499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27510.714844 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -27510.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27520.355469 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -27520.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27520.355469 Penalty: 2778.651123
	Iteration 6F: 3 clusters Score -27520.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Entering Unmasked Estep 
Score: -476319.500000 Penalty: 2051.660889
	Iteration 0F: 2 clusters Score -476319.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -472515.468750 Penalty: 4103.321777
	Iteration 0F: 3 clusters Score -472515.5 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -473334.843750 Penalty: 4103.321777
	Iteration 1F: 3 clusters Score -473334.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -473504.281250 Penalty: 4103.321777
	Iteration 2F: 3 clusters Score -473504.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -473621.531250 Penalty: 4103.321777
	Iteration 3Q: 3 clusters Score -473621.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -473714.843750 Penalty: 4103.321777
	Iteration 4Q: 3 clusters Score -473714.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -473788.031250 Penalty: 4103.321777
	Iteration 5Q: 3 clusters Score -473788 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -473854.968750 Penalty: 4103.321777
	Iteration 6Q: 3 clusters Score -473855 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -473909.156250 Penalty: 4103.321777
	Iteration 7Q: 3 clusters Score -473909.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -473951.093750 Penalty: 4103.321777
	Iteration 8Q: 3 clusters Score -473951.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -473988.343750 Penalty: 4103.321777
	Iteration 9Q: 3 clusters Score -473988.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -474017.406250 Penalty: 4103.321777
	Iteration 10Q: 3 clusters Score -474017.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -474046.062500 Penalty: 4103.321777
	Iteration 11Q: 3 clusters Score -474046.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -474073.343750 Penalty: 4103.321777
	Iteration 12Q: 3 clusters Score -474073.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -474098.375000 Penalty: 4103.321777
	Iteration 13Q: 3 clusters Score -474098.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -474118.000000 Penalty: 4103.321777
	Iteration 14Q: 3 clusters Score -474118 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -474139.968750 Penalty: 4103.321777
	Iteration 15Q: 3 clusters Score -474140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -474158.156250 Penalty: 4103.321777
	Iteration 16Q: 3 clusters Score -474158.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -474176.156250 Penalty: 4103.321777
	Iteration 17Q: 3 clusters Score -474176.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -474186.906250 Penalty: 4103.321777
	Iteration 18Q: 3 clusters Score -474186.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -474208.343750 Penalty: 4103.321777
	Iteration 19Q: 3 clusters Score -474208.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -474225.937500 Penalty: 4103.321777
	Iteration 20F: 3 clusters Score -474225.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -474238.125000 Penalty: 4103.321777
	Iteration 21Q: 3 clusters Score -474238.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -474249.593750 Penalty: 4103.321777
	Iteration 22Q: 3 clusters Score -474249.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -474260.687500 Penalty: 4103.321777
	Iteration 23Q: 3 clusters Score -474260.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -474271.156250 Penalty: 4103.321777
	Iteration 24Q: 3 clusters Score -474271.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -474280.718750 Penalty: 4103.321777
	Iteration 25Q: 3 clusters Score -474280.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -474292.843750 Penalty: 4103.321777
	Iteration 26Q: 3 clusters Score -474292.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -474312.968750 Penalty: 4103.321777
	Iteration 27Q: 3 clusters Score -474313 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -474339.218750 Penalty: 4103.321777
	Iteration 28Q: 3 clusters Score -474339.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -474363.750000 Penalty: 4103.321777
	Iteration 29Q: 3 clusters Score -474363.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -474382.312500 Penalty: 4103.321777
	Iteration 30Q: 3 clusters Score -474382.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -474401.781250 Penalty: 4103.321777
	Iteration 31Q: 3 clusters Score -474401.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -474414.125000 Penalty: 4103.321777
	Iteration 32Q: 3 clusters Score -474414.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -474426.187500 Penalty: 4103.321777
	Iteration 33Q: 3 clusters Score -474426.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -474437.187500 Penalty: 4103.321777
	Iteration 34Q: 3 clusters Score -474437.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -474444.968750 Penalty: 4103.321777
	Iteration 35Q: 3 clusters Score -474445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -474450.531250 Penalty: 4103.321777
	Iteration 36Q: 3 clusters Score -474450.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -474456.750000 Penalty: 4103.321777
	Iteration 37Q: 3 clusters Score -474456.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -474465.718750 Penalty: 4103.321777
	Iteration 38Q: 3 clusters Score -474465.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -474473.812500 Penalty: 4103.321777
	Iteration 39Q: 3 clusters Score -474473.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -474481.937500 Penalty: 4103.321777
	Iteration 40F: 3 clusters Score -474481.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -474492.468750 Penalty: 4103.321777
	Iteration 41Q: 3 clusters Score -474492.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -474504.718750 Penalty: 4103.321777
	Iteration 42Q: 3 clusters Score -474504.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -474522.625000 Penalty: 4103.321777
	Iteration 43Q: 3 clusters Score -474522.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -474538.843750 Penalty: 4103.321777
	Iteration 44Q: 3 clusters Score -474538.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -474548.156250 Penalty: 4103.321777
	Iteration 45Q: 3 clusters Score -474548.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -474557.531250 Penalty: 4103.321777
	Iteration 46Q: 3 clusters Score -474557.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -474564.531250 Penalty: 4103.321777
	Iteration 47Q: 3 clusters Score -474564.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -474570.250000 Penalty: 4103.321777
	Iteration 48Q: 3 clusters Score -474570.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -474575.187500 Penalty: 4103.321777
	Iteration 49Q: 3 clusters Score -474575.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -474580.718750 Penalty: 4103.321777
	Iteration 50Q: 3 clusters Score -474580.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -474586.718750 Penalty: 4103.321777
	Iteration 51Q: 3 clusters Score -474586.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -474590.343750 Penalty: 4103.321777
	Iteration 52Q: 3 clusters Score -474590.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -474592.843750 Penalty: 4103.321777
	Iteration 53Q: 3 clusters Score -474592.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -474596.687500 Penalty: 4103.321777
	Iteration 54Q: 3 clusters Score -474596.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -474599.000000 Penalty: 4103.321777
	Iteration 55Q: 3 clusters Score -474599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -474599.875000 Penalty: 4103.321777
	Iteration 56Q: 3 clusters Score -474599.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -474599.968750 Penalty: 4103.321777
	Iteration 57Q: 3 clusters Score -474600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -474600.937500 Penalty: 4103.321777
	Iteration 58Q: 3 clusters Score -474600.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -474603.937500 Penalty: 4103.321777
	Iteration 59Q: 3 clusters Score -474603.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -474605.531250 Penalty: 4103.321777
	Iteration 60F: 3 clusters Score -474605.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -474609.187500 Penalty: 4103.321777
	Iteration 61Q: 3 clusters Score -474609.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -474612.156250 Penalty: 4103.321777
	Iteration 62Q: 3 clusters Score -474612.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -474613.218750 Penalty: 4103.321777
	Iteration 63Q: 3 clusters Score -474613.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -474613.437500 Penalty: 4103.321777
	Iteration 64Q: 3 clusters Score -474613.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -474613.937500 Penalty: 4103.321777
	Iteration 65Q: 3 clusters Score -474613.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -474613.281250 Penalty: 4103.321777
	Iteration 66Q: 3 clusters Score -474613.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -474614.593750 Penalty: 4103.321777
	Iteration 67Q: 3 clusters Score -474614.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -474614.593750 Penalty: 4103.321777
	Iteration 68F: 3 clusters Score -474614.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Entering Unmasked Estep 
Score: -826433.312500 Penalty: 2179.835693
	Iteration 0F: 2 clusters Score -826433.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -820909.000000 Penalty: 4359.671387
	Iteration 0F: 3 clusters Score -820909 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -822306.187500 Penalty: 4359.671387
	Iteration 1F: 3 clusters Score -822306.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -822563.187500 Penalty: 4359.671387
	Iteration 2F: 3 clusters Score -822563.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -822727.562500 Penalty: 4359.671387
	Iteration 3F: 3 clusters Score -822727.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -822838.062500 Penalty: 4359.671387
	Iteration 4Q: 3 clusters Score -822838.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -822913.187500 Penalty: 4359.671387
	Iteration 5Q: 3 clusters Score -822913.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -822968.687500 Penalty: 4359.671387
	Iteration 6Q: 3 clusters Score -822968.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -823006.687500 Penalty: 4359.671387
	Iteration 7Q: 3 clusters Score -823006.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -823045.500000 Penalty: 4359.671387
	Iteration 8Q: 3 clusters Score -823045.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -823084.500000 Penalty: 4359.671387
	Iteration 9Q: 3 clusters Score -823084.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -823124.750000 Penalty: 4359.671387
	Iteration 10Q: 3 clusters Score -823124.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -823160.625000 Penalty: 4359.671387
	Iteration 11Q: 3 clusters Score -823160.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -823190.625000 Penalty: 4359.671387
	Iteration 12Q: 3 clusters Score -823190.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -823221.812500 Penalty: 4359.671387
	Iteration 13Q: 3 clusters Score -823221.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -823265.187500 Penalty: 4359.671387
	Iteration 14Q: 3 clusters Score -823265.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -823303.500000 Penalty: 4359.671387
	Iteration 15Q: 3 clusters Score -823303.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -823338.375000 Penalty: 4359.671387
	Iteration 16Q: 3 clusters Score -823338.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -823369.687500 Penalty: 4359.671387
	Iteration 17Q: 3 clusters Score -823369.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -823399.250000 Penalty: 4359.671387
	Iteration 18Q: 3 clusters Score -823399.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -823440.187500 Penalty: 4359.671387
	Iteration 19Q: 3 clusters Score -823440.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -823490.812500 Penalty: 4359.671387
	Iteration 20F: 3 clusters Score -823490.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -823539.562500 Penalty: 4359.671387
	Iteration 21Q: 3 clusters Score -823539.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -823604.312500 Penalty: 4359.671387
	Iteration 22Q: 3 clusters Score -823604.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -823676.375000 Penalty: 4359.671387
	Iteration 23Q: 3 clusters Score -823676.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -823744.000000 Penalty: 4359.671387
	Iteration 24Q: 3 clusters Score -823744 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -823814.437500 Penalty: 4359.671387
	Iteration 25Q: 3 clusters Score -823814.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -823887.375000 Penalty: 4359.671387
	Iteration 26Q: 3 clusters Score -823887.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -823973.375000 Penalty: 4359.671387
	Iteration 27Q: 3 clusters Score -823973.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -824040.187500 Penalty: 4359.671387
	Iteration 28Q: 3 clusters Score -824040.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -824093.875000 Penalty: 4359.671387
	Iteration 29Q: 3 clusters Score -824093.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -824149.812500 Penalty: 4359.671387
	Iteration 30Q: 3 clusters Score -824149.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -824216.687500 Penalty: 4359.671387
	Iteration 31Q: 3 clusters Score -824216.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -824271.562500 Penalty: 4359.671387
	Iteration 32Q: 3 clusters Score -824271.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -824326.062500 Penalty: 4359.671387
	Iteration 33Q: 3 clusters Score -824326.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -824367.875000 Penalty: 4359.671387
	Iteration 34Q: 3 clusters Score -824367.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -824398.062500 Penalty: 4359.671387
	Iteration 35Q: 3 clusters Score -824398.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -824428.187500 Penalty: 4359.671387
	Iteration 36Q: 3 clusters Score -824428.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -824451.875000 Penalty: 4359.671387
	Iteration 37Q: 3 clusters Score -824451.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -824466.375000 Penalty: 4359.671387
	Iteration 38Q: 3 clusters Score -824466.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -824478.937500 Penalty: 4359.671387
	Iteration 39Q: 3 clusters Score -824478.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -824487.875000 Penalty: 4359.671387
	Iteration 40F: 3 clusters Score -824487.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -824493.187500 Penalty: 4359.671387
	Iteration 41Q: 3 clusters Score -824493.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -824496.312500 Penalty: 4359.671387
	Iteration 42Q: 3 clusters Score -824496.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -824503.375000 Penalty: 4359.671387
	Iteration 43Q: 3 clusters Score -824503.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -824512.937500 Penalty: 4359.671387
	Iteration 44Q: 3 clusters Score -824512.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -824523.312500 Penalty: 4359.671387
	Iteration 45Q: 3 clusters Score -824523.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -824529.687500 Penalty: 4359.671387
	Iteration 46Q: 3 clusters Score -824529.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -824533.312500 Penalty: 4359.671387
	Iteration 47Q: 3 clusters Score -824533.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -824537.437500 Penalty: 4359.671387
	Iteration 48Q: 3 clusters Score -824537.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -824539.125000 Penalty: 4359.671387
	Iteration 49Q: 3 clusters Score -824539.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -824542.000000 Penalty: 4359.671387
	Iteration 50Q: 3 clusters Score -824542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -824542.812500 Penalty: 4359.671387
	Iteration 51Q: 3 clusters Score -824542.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -824542.250000 Penalty: 4359.671387
	Iteration 52Q: 3 clusters Score -824542.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -824544.000000 Penalty: 4359.671387
	Iteration 53Q: 3 clusters Score -824544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -824544.187500 Penalty: 4359.671387
	Iteration 54Q: 3 clusters Score -824544.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -824546.500000 Penalty: 4359.671387
	Iteration 55Q: 3 clusters Score -824546.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -824548.250000 Penalty: 4359.671387
	Iteration 56Q: 3 clusters Score -824548.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -824548.062500 Penalty: 4359.671387
	Iteration 57Q: 3 clusters Score -824548.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -824549.500000 Penalty: 4359.671387
	Iteration 58Q: 3 clusters Score -824549.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -824550.812500 Penalty: 4359.671387
	Iteration 59Q: 3 clusters Score -824550.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -824550.812500 Penalty: 4359.671387
	Iteration 60F: 3 clusters Score -824550.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Entering Unmasked Estep 
Score: -1021633.875000 Penalty: 2248.684814
	Iteration 0F: 2 clusters Score -1021634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1014801.062500 Penalty: 4497.369629
	Iteration 0F: 3 clusters Score -1014801 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1016800.125000 Penalty: 4497.369629
	Iteration 1F: 3 clusters Score -1016800 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1017341.437500 Penalty: 4497.369629
	Iteration 2F: 3 clusters Score -1017341 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1017875.500000 Penalty: 4497.369629
	Iteration 3F: 3 clusters Score -1017876 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1018376.500000 Penalty: 4497.369629
	Iteration 4F: 3 clusters Score -1018376 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1018777.125000 Penalty: 4497.369629
	Iteration 5F: 3 clusters Score -1018777 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1019091.875000 Penalty: 4497.369629
	Iteration 6F: 3 clusters Score -1019092 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1019345.312500 Penalty: 4497.369629
	Iteration 7Q: 3 clusters Score -1019345 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1019548.187500 Penalty: 4497.369629
	Iteration 8Q: 3 clusters Score -1019548 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1019716.625000 Penalty: 4497.369629
	Iteration 9Q: 3 clusters Score -1019717 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1019846.000000 Penalty: 4497.369629
	Iteration 10Q: 3 clusters Score -1019846 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1019953.812500 Penalty: 4497.369629
	Iteration 11Q: 3 clusters Score -1019954 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1020038.500000 Penalty: 4497.369629
	Iteration 12Q: 3 clusters Score -1020038 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1020111.625000 Penalty: 4497.369629
	Iteration 13Q: 3 clusters Score -1020112 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1020165.937500 Penalty: 4497.369629
	Iteration 14Q: 3 clusters Score -1020166 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1020207.125000 Penalty: 4497.369629
	Iteration 15Q: 3 clusters Score -1020207 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1020243.625000 Penalty: 4497.369629
	Iteration 16Q: 3 clusters Score -1020244 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1020270.250000 Penalty: 4497.369629
	Iteration 17Q: 3 clusters Score -1020270 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1020301.750000 Penalty: 4497.369629
	Iteration 18Q: 3 clusters Score -1020302 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1020326.625000 Penalty: 4497.369629
	Iteration 19Q: 3 clusters Score -1020327 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1020358.250000 Penalty: 4497.369629
	Iteration 20F: 3 clusters Score -1020358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1020388.312500 Penalty: 4497.369629
	Iteration 21Q: 3 clusters Score -1020388 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1020414.812500 Penalty: 4497.369629
	Iteration 22Q: 3 clusters Score -1020415 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1020427.687500 Penalty: 4497.369629
	Iteration 23Q: 3 clusters Score -1020428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1020444.750000 Penalty: 4497.369629
	Iteration 24Q: 3 clusters Score -1020445 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1020461.062500 Penalty: 4497.369629
	Iteration 25Q: 3 clusters Score -1020461 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1020472.687500 Penalty: 4497.369629
	Iteration 26Q: 3 clusters Score -1020473 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1020487.250000 Penalty: 4497.369629
	Iteration 27Q: 3 clusters Score -1020487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1020499.625000 Penalty: 4497.369629
	Iteration 28Q: 3 clusters Score -1020500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1020515.562500 Penalty: 4497.369629
	Iteration 29Q: 3 clusters Score -1020516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1020527.937500 Penalty: 4497.369629
	Iteration 30Q: 3 clusters Score -1020528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1020542.125000 Penalty: 4497.369629
	Iteration 31Q: 3 clusters Score -1020542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1020545.437500 Penalty: 4497.369629
	Iteration 32Q: 3 clusters Score -1020545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1020549.812500 Penalty: 4497.369629
	Iteration 33Q: 3 clusters Score -1020550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1020553.625000 Penalty: 4497.369629
	Iteration 34Q: 3 clusters Score -1020554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1020558.125000 Penalty: 4497.369629
	Iteration 35Q: 3 clusters Score -1020558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1020559.875000 Penalty: 4497.369629
	Iteration 36Q: 3 clusters Score -1020560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1020560.812500 Penalty: 4497.369629
	Iteration 37Q: 3 clusters Score -1020561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1020562.750000 Penalty: 4497.369629
	Iteration 38Q: 3 clusters Score -1020563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1020562.312500 Penalty: 4497.369629
	Iteration 39Q: 3 clusters Score -1020562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1020563.562500 Penalty: 4497.369629
	Iteration 40F: 3 clusters Score -1020564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1020564.500000 Penalty: 4497.369629
	Iteration 41Q: 3 clusters Score -1020564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1020566.000000 Penalty: 4497.369629
	Iteration 42Q: 3 clusters Score -1020566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1020565.187500 Penalty: 4497.369629
	Iteration 43Q: 3 clusters Score -1020565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1020565.187500 Penalty: 4497.369629
	Iteration 44F: 3 clusters Score -1020565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Entering Unmasked Estep 
Score: -88275.750000 Penalty: 1662.390625
	Iteration 0F: 2 clusters Score -88275.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -86569.195312 Penalty: 3324.781250
	Iteration 0F: 3 clusters Score -86569.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -86932.039062 Penalty: 3324.781250
	Iteration 1F: 3 clusters Score -86932.04 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -87095.640625 Penalty: 3324.781250
	Iteration 2F: 3 clusters Score -87095.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -87240.796875 Penalty: 3324.781250
	Iteration 3Q: 3 clusters Score -87240.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -87530.273438 Penalty: 3324.781250
	Iteration 4F: 3 clusters Score -87530.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -87761.718750 Penalty: 3324.781250
	Iteration 5F: 3 clusters Score -87761.72 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -87962.789062 Penalty: 3324.781250
	Iteration 6Q: 3 clusters Score -87962.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -88121.289062 Penalty: 3324.781250
	Iteration 7Q: 3 clusters Score -88121.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -88217.460938 Penalty: 3324.781250
	Iteration 8Q: 3 clusters Score -88217.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -88302.593750 Penalty: 3324.781250
	Iteration 9Q: 3 clusters Score -88302.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -88336.914062 Penalty: 3324.781250
	Iteration 10Q: 3 clusters Score -88336.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -88401.156250 Penalty: 3324.781250
	Iteration 11Q: 3 clusters Score -88401.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -88494.656250 Penalty: 3324.781250
	Iteration 12Q: 3 clusters Score -88494.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -88549.976562 Penalty: 3324.781250
	Iteration 13Q: 3 clusters Score -88549.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -88615.468750 Penalty: 3324.781250
	Iteration 14Q: 3 clusters Score -88615.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -88649.093750 Penalty: 3324.781250
	Iteration 15Q: 3 clusters Score -88649.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -88694.148438 Penalty: 3324.781250
	Iteration 16Q: 3 clusters Score -88694.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -88721.921875 Penalty: 3324.781250
	Iteration 17Q: 3 clusters Score -88721.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -88724.578125 Penalty: 3324.781250
	Iteration 18Q: 3 clusters Score -88724.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -88724.578125 Penalty: 3324.781250
	Iteration 19F: 3 clusters Score -88724.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 297960 members 
Mstep: Class 2 contains 56682 members 
Mstep: Class 3 contains 18869 members 
Mstep: Class 4 contains 285757 members 
Mstep: Class 5 contains 9863 members 
Mstep: Class 6 contains 22274 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 107277 members 
Mstep: Class 9 contains 31896 members 
Mstep: Class 10 contains 76870 members 
Mstep: Class 11 contains 21418 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 22274 members 
Mstep: Class 14 contains 25083 members 
Mstep: Class 15 contains 146113 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13861 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3597 members 
Mstep: Class 20 contains 14445 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 6566 members 
Mstep: Class 24 contains 8667 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 83486 members 
Mstep: Class 27 contains 384 members 
Mstep: Class 28 contains 596 members 
Entering Unmasked Estep 
Score: -154619872.000000 Penalty: 97617.203125
Splitting cluster 25 changes total score from -154621056.000000 to -154619872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (83486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83486 members 
Entering Unmasked Estep 
Score: -10542052.000000 Penalty: 2810.443848
	Iteration 0F: 2 clusters Score -1.054205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -10486414.000000 Penalty: 5620.887695
	Iteration 0F: 3 clusters Score -1.048641e+07 nChanged 39114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -10508270.000000 Penalty: 5620.887695
	Iteration 1F: 3 clusters Score -1.050827e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -10508858.000000 Penalty: 5620.887695
	Iteration 2Q: 3 clusters Score -1.050886e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -10509482.000000 Penalty: 5620.887695
	Iteration 3Q: 3 clusters Score -1.050948e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -10510164.000000 Penalty: 5620.887695
	Iteration 4Q: 3 clusters Score -1.051016e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -10511043.000000 Penalty: 5620.887695
	Iteration 5Q: 3 clusters Score -1.051104e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -10512428.000000 Penalty: 5620.887695
	Iteration 6Q: 3 clusters Score -1.051243e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51267 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -10514601.000000 Penalty: 5620.887695
	Iteration 7Q: 3 clusters Score -1.05146e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55232 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -10517756.000000 Penalty: 5620.887695
	Iteration 8F: 3 clusters Score -1.051776e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59949 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -10522168.000000 Penalty: 5620.887695
	Iteration 9F: 3 clusters Score -1.052217e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64665 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -10526473.000000 Penalty: 5620.887695
	Iteration 10F: 3 clusters Score -1.052647e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68713 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -10530106.000000 Penalty: 5620.887695
	Iteration 11F: 3 clusters Score -1.053011e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -10532851.000000 Penalty: 5620.887695
	Iteration 12Q: 3 clusters Score -1.053285e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -10534578.000000 Penalty: 5620.887695
	Iteration 13Q: 3 clusters Score -1.053458e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76159 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -10535898.000000 Penalty: 5620.887695
	Iteration 14Q: 3 clusters Score -1.05359e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77627 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -10536860.000000 Penalty: 5620.887695
	Iteration 15Q: 3 clusters Score -1.053686e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78758 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -10537507.000000 Penalty: 5620.887695
	Iteration 16Q: 3 clusters Score -1.053751e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79639 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -10537977.000000 Penalty: 5620.887695
	Iteration 17Q: 3 clusters Score -1.053798e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80318 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -10538375.000000 Penalty: 5620.887695
	Iteration 18Q: 3 clusters Score -1.053838e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80863 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -10538690.000000 Penalty: 5620.887695
	Iteration 19Q: 3 clusters Score -1.053869e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81272 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -10538974.000000 Penalty: 5620.887695
	Iteration 20F: 3 clusters Score -1.053897e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -10539135.000000 Penalty: 5620.887695
	Iteration 21Q: 3 clusters Score -1.053914e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81848 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -10539324.000000 Penalty: 5620.887695
	Iteration 22Q: 3 clusters Score -1.053932e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82029 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -10539437.000000 Penalty: 5620.887695
	Iteration 23Q: 3 clusters Score -1.053944e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -10539522.000000 Penalty: 5620.887695
	Iteration 24Q: 3 clusters Score -1.053952e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82277 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -10539577.000000 Penalty: 5620.887695
	Iteration 25Q: 3 clusters Score -1.053958e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82358 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -10539623.000000 Penalty: 5620.887695
	Iteration 26Q: 3 clusters Score -1.053962e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82420 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -10539671.000000 Penalty: 5620.887695
	Iteration 27Q: 3 clusters Score -1.053967e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82465 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -10539675.000000 Penalty: 5620.887695
	Iteration 28Q: 3 clusters Score -1.053968e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82505 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -10539708.000000 Penalty: 5620.887695
	Iteration 29Q: 3 clusters Score -1.053971e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82536 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -10539733.000000 Penalty: 5620.887695
	Iteration 30Q: 3 clusters Score -1.053973e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82566 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10539741.000000 Penalty: 5620.887695
	Iteration 31Q: 3 clusters Score -1.053974e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82593 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -10539765.000000 Penalty: 5620.887695
	Iteration 32Q: 3 clusters Score -1.053976e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82615 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10539771.000000 Penalty: 5620.887695
	Iteration 33Q: 3 clusters Score -1.053977e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82633 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -10539778.000000 Penalty: 5620.887695
	Iteration 34Q: 3 clusters Score -1.053978e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82646 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -10539789.000000 Penalty: 5620.887695
	Iteration 35Q: 3 clusters Score -1.053979e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82657 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -10539804.000000 Penalty: 5620.887695
	Iteration 36Q: 3 clusters Score -1.05398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82663 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -10539814.000000 Penalty: 5620.887695
	Iteration 37Q: 3 clusters Score -1.053981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82665 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -10539812.000000 Penalty: 5620.887695
	Iteration 38Q: 3 clusters Score -1.053981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82666 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -10539817.000000 Penalty: 5620.887695
	Iteration 39Q: 3 clusters Score -1.053982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82666 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -10539817.000000 Penalty: 5620.887695
	Iteration 40F: 3 clusters Score -1.053982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -38373.765625 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -38373.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37093.757812 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -37093.76 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37372.105469 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -37372.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -37545.144531 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -37545.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -37609.035156 Penalty: 2951.518799
	Iteration 3F: 3 clusters Score -37609.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37642.839844 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -37642.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -37667.375000 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -37667.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -37684.871094 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -37684.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -37696.875000 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -37696.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -37705.988281 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -37705.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37719.203125 Penalty: 2951.518799
	Iteration 9Q: 3 clusters Score -37719.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37739.625000 Penalty: 2951.518799
	Iteration 10Q: 3 clusters Score -37739.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37739.625000 Penalty: 2951.518799
	Iteration 11F: 3 clusters Score -37739.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 297960 members 
Mstep: Class 2 contains 56682 members 
Mstep: Class 3 contains 18869 members 
Mstep: Class 4 contains 285757 members 
Mstep: Class 5 contains 9863 members 
Mstep: Class 6 contains 22274 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 107277 members 
Mstep: Class 9 contains 31896 members 
Mstep: Class 10 contains 76870 members 
Mstep: Class 11 contains 21418 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 22274 members 
Mstep: Class 14 contains 25083 members 
Mstep: Class 15 contains 146113 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13861 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3597 members 
Mstep: Class 20 contains 14445 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 6566 members 
Mstep: Class 24 contains 8667 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83486 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621280.000000 Penalty: 94130.875000
Iteration 279Q: 28 clusters Score -1.546213e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 297884 members 
Mstep: Class 2 contains 56682 members 
Mstep: Class 3 contains 18872 members 
Mstep: Class 4 contains 285614 members 
Mstep: Class 5 contains 9867 members 
Mstep: Class 6 contains 22267 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 107252 members 
Mstep: Class 9 contains 31897 members 
Mstep: Class 10 contains 76847 members 
Mstep: Class 11 contains 21425 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 22275 members 
Mstep: Class 14 contains 25084 members 
Mstep: Class 15 contains 146377 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13846 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3596 members 
Mstep: Class 20 contains 14442 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 6567 members 
Mstep: Class 24 contains 8667 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83496 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620960.000000 Penalty: 94130.875000
Iteration 280F: 28 clusters Score -1.54621e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 297748 members 
Mstep: Class 2 contains 56686 members 
Mstep: Class 3 contains 18876 members 
Mstep: Class 4 contains 285506 members 
Mstep: Class 5 contains 9871 members 
Mstep: Class 6 contains 22265 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 107237 members 
Mstep: Class 9 contains 31896 members 
Mstep: Class 10 contains 76842 members 
Mstep: Class 11 contains 21430 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 22275 members 
Mstep: Class 14 contains 25086 members 
Mstep: Class 15 contains 146614 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13831 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3597 members 
Mstep: Class 20 contains 14438 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 6569 members 
Mstep: Class 24 contains 8667 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83524 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620704.000000 Penalty: 94130.875000
Iteration 281Q: 28 clusters Score -1.546207e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 297574 members 
Mstep: Class 2 contains 56694 members 
Mstep: Class 3 contains 18882 members 
Mstep: Class 4 contains 285409 members 
Mstep: Class 5 contains 9871 members 
Mstep: Class 6 contains 22269 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 107223 members 
Mstep: Class 9 contains 31895 members 
Mstep: Class 10 contains 76836 members 
Mstep: Class 11 contains 21437 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 22275 members 
Mstep: Class 14 contains 25083 members 
Mstep: Class 15 contains 146856 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13821 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3598 members 
Mstep: Class 20 contains 14435 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 6572 members 
Mstep: Class 24 contains 8666 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83562 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620624.000000 Penalty: 94130.875000
Iteration 282Q: 28 clusters Score -1.546206e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 297397 members 
Mstep: Class 2 contains 56691 members 
Mstep: Class 3 contains 18893 members 
Mstep: Class 4 contains 285349 members 
Mstep: Class 5 contains 9866 members 
Mstep: Class 6 contains 22267 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 107213 members 
Mstep: Class 9 contains 31894 members 
Mstep: Class 10 contains 76837 members 
Mstep: Class 11 contains 21435 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 22277 members 
Mstep: Class 14 contains 25082 members 
Mstep: Class 15 contains 147079 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13808 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 14436 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 6575 members 
Mstep: Class 24 contains 8666 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83594 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620928.000000 Penalty: 94130.875000
Iteration 283Q: 28 clusters Score -1.546209e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 297259 members 
Mstep: Class 2 contains 56690 members 
Mstep: Class 3 contains 18894 members 
Mstep: Class 4 contains 285290 members 
Mstep: Class 5 contains 9862 members 
Mstep: Class 6 contains 22273 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 107209 members 
Mstep: Class 9 contains 31896 members 
Mstep: Class 10 contains 76832 members 
Mstep: Class 11 contains 21435 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 22277 members 
Mstep: Class 14 contains 25081 members 
Mstep: Class 15 contains 147277 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13794 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3602 members 
Mstep: Class 20 contains 14434 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 8666 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83609 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620816.000000 Penalty: 94130.875000
Iteration 284Q: 28 clusters Score -1.546208e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 297120 members 
Mstep: Class 2 contains 56690 members 
Mstep: Class 3 contains 18900 members 
Mstep: Class 4 contains 285269 members 
Mstep: Class 5 contains 9864 members 
Mstep: Class 6 contains 22272 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 107202 members 
Mstep: Class 9 contains 31898 members 
Mstep: Class 10 contains 76824 members 
Mstep: Class 11 contains 21434 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 22276 members 
Mstep: Class 14 contains 25079 members 
Mstep: Class 15 contains 147461 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13781 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3600 members 
Mstep: Class 20 contains 14431 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6582 members 
Mstep: Class 24 contains 8666 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83613 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620976.000000 Penalty: 94130.875000
Iteration 285Q: 28 clusters Score -1.54621e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 297008 members 
Mstep: Class 2 contains 56688 members 
Mstep: Class 3 contains 18893 members 
Mstep: Class 4 contains 285244 members 
Mstep: Class 5 contains 9865 members 
Mstep: Class 6 contains 22273 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 107193 members 
Mstep: Class 9 contains 31896 members 
Mstep: Class 10 contains 76815 members 
Mstep: Class 11 contains 21437 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 22276 members 
Mstep: Class 14 contains 25084 members 
Mstep: Class 15 contains 147632 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13758 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3600 members 
Mstep: Class 20 contains 14428 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6592 members 
Mstep: Class 24 contains 8666 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83612 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621104.000000 Penalty: 94130.875000
Iteration 286Q: 28 clusters Score -1.546211e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 296896 members 
Mstep: Class 2 contains 56677 members 
Mstep: Class 3 contains 18885 members 
Mstep: Class 4 contains 285234 members 
Mstep: Class 5 contains 9868 members 
Mstep: Class 6 contains 22267 members 
Mstep: Class 7 contains 8628 members 
Mstep: Class 8 contains 107170 members 
Mstep: Class 9 contains 31902 members 
Mstep: Class 10 contains 76819 members 
Mstep: Class 11 contains 21435 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 22281 members 
Mstep: Class 14 contains 25086 members 
Mstep: Class 15 contains 147776 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13744 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3600 members 
Mstep: Class 20 contains 14426 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6598 members 
Mstep: Class 24 contains 8666 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83629 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621120.000000 Penalty: 94130.875000
Iteration 287Q: 28 clusters Score -1.546211e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 296793 members 
Mstep: Class 2 contains 56672 members 
Mstep: Class 3 contains 18879 members 
Mstep: Class 4 contains 285221 members 
Mstep: Class 5 contains 9865 members 
Mstep: Class 6 contains 22267 members 
Mstep: Class 7 contains 8628 members 
Mstep: Class 8 contains 107150 members 
Mstep: Class 9 contains 31901 members 
Mstep: Class 10 contains 76817 members 
Mstep: Class 11 contains 21441 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 22283 members 
Mstep: Class 14 contains 25085 members 
Mstep: Class 15 contains 147905 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13725 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3600 members 
Mstep: Class 20 contains 14424 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 8666 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83661 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620784.000000 Penalty: 94130.875000
Iteration 288Q: 28 clusters Score -1.546208e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 296662 members 
Mstep: Class 2 contains 56659 members 
Mstep: Class 3 contains 18869 members 
Mstep: Class 4 contains 285200 members 
Mstep: Class 5 contains 9864 members 
Mstep: Class 6 contains 22266 members 
Mstep: Class 7 contains 8628 members 
Mstep: Class 8 contains 107139 members 
Mstep: Class 9 contains 31908 members 
Mstep: Class 10 contains 76817 members 
Mstep: Class 11 contains 21446 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22285 members 
Mstep: Class 14 contains 25082 members 
Mstep: Class 15 contains 148052 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13711 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3600 members 
Mstep: Class 20 contains 14422 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 6610 members 
Mstep: Class 24 contains 8666 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83695 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621072.000000 Penalty: 94130.875000
Iteration 289Q: 28 clusters Score -1.546211e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 296559 members 
Mstep: Class 2 contains 56652 members 
Mstep: Class 3 contains 18868 members 
Mstep: Class 4 contains 285129 members 
Mstep: Class 5 contains 9864 members 
Mstep: Class 6 contains 22264 members 
Mstep: Class 7 contains 8628 members 
Mstep: Class 8 contains 107153 members 
Mstep: Class 9 contains 31903 members 
Mstep: Class 10 contains 76811 members 
Mstep: Class 11 contains 21432 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 22289 members 
Mstep: Class 14 contains 25084 members 
Mstep: Class 15 contains 148214 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13700 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3600 members 
Mstep: Class 20 contains 14417 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6618 members 
Mstep: Class 24 contains 8666 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83728 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621008.000000 Penalty: 94130.875000
Iteration 290Q: 28 clusters Score -1.54621e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 296452 members 
Mstep: Class 2 contains 56637 members 
Mstep: Class 3 contains 18870 members 
Mstep: Class 4 contains 285029 members 
Mstep: Class 5 contains 9864 members 
Mstep: Class 6 contains 22262 members 
Mstep: Class 7 contains 8628 members 
Mstep: Class 8 contains 107165 members 
Mstep: Class 9 contains 31903 members 
Mstep: Class 10 contains 76812 members 
Mstep: Class 11 contains 21439 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 22293 members 
Mstep: Class 14 contains 25084 members 
Mstep: Class 15 contains 148396 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13693 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3598 members 
Mstep: Class 20 contains 14415 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 8667 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83753 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620880.000000 Penalty: 94130.875000
Iteration 291Q: 28 clusters Score -1.546209e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 296379 members 
Mstep: Class 2 contains 56635 members 
Mstep: Class 3 contains 18875 members 
Mstep: Class 4 contains 284899 members 
Mstep: Class 5 contains 9860 members 
Mstep: Class 6 contains 22260 members 
Mstep: Class 7 contains 8628 members 
Mstep: Class 8 contains 107181 members 
Mstep: Class 9 contains 31903 members 
Mstep: Class 10 contains 76813 members 
Mstep: Class 11 contains 21439 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22294 members 
Mstep: Class 14 contains 25086 members 
Mstep: Class 15 contains 148556 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13684 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3597 members 
Mstep: Class 20 contains 14415 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 8667 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83788 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620880.000000 Penalty: 94130.875000
Iteration 292Q: 28 clusters Score -1.546209e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 296331 members 
Mstep: Class 2 contains 56618 members 
Mstep: Class 3 contains 18880 members 
Mstep: Class 4 contains 284769 members 
Mstep: Class 5 contains 9859 members 
Mstep: Class 6 contains 22260 members 
Mstep: Class 7 contains 8628 members 
Mstep: Class 8 contains 107180 members 
Mstep: Class 9 contains 31906 members 
Mstep: Class 10 contains 76825 members 
Mstep: Class 11 contains 21442 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22295 members 
Mstep: Class 14 contains 25085 members 
Mstep: Class 15 contains 148713 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13663 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3597 members 
Mstep: Class 20 contains 14413 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6629 members 
Mstep: Class 24 contains 8667 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83822 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620864.000000 Penalty: 94130.875000
Iteration 293Q: 28 clusters Score -1.546209e+08 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 296286 members 
Mstep: Class 2 contains 56602 members 
Mstep: Class 3 contains 18877 members 
Mstep: Class 4 contains 284686 members 
Mstep: Class 5 contains 9858 members 
Mstep: Class 6 contains 22261 members 
Mstep: Class 7 contains 8629 members 
Mstep: Class 8 contains 107179 members 
Mstep: Class 9 contains 31908 members 
Mstep: Class 10 contains 76826 members 
Mstep: Class 11 contains 21442 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22295 members 
Mstep: Class 14 contains 25087 members 
Mstep: Class 15 contains 148849 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13642 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3598 members 
Mstep: Class 20 contains 14414 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6632 members 
Mstep: Class 24 contains 8667 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83844 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620992.000000 Penalty: 94130.875000
Iteration 294Q: 28 clusters Score -1.54621e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 296258 members 
Mstep: Class 2 contains 56601 members 
Mstep: Class 3 contains 18874 members 
Mstep: Class 4 contains 284577 members 
Mstep: Class 5 contains 9858 members 
Mstep: Class 6 contains 22259 members 
Mstep: Class 7 contains 8629 members 
Mstep: Class 8 contains 107182 members 
Mstep: Class 9 contains 31907 members 
Mstep: Class 10 contains 76826 members 
Mstep: Class 11 contains 21452 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 22292 members 
Mstep: Class 14 contains 25090 members 
Mstep: Class 15 contains 148978 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13631 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3600 members 
Mstep: Class 20 contains 14411 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 8666 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83858 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620848.000000 Penalty: 94130.875000
Iteration 295Q: 28 clusters Score -1.546208e+08 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 296231 members 
Mstep: Class 2 contains 56577 members 
Mstep: Class 3 contains 18877 members 
Mstep: Class 4 contains 284500 members 
Mstep: Class 5 contains 9856 members 
Mstep: Class 6 contains 22257 members 
Mstep: Class 7 contains 8629 members 
Mstep: Class 8 contains 107195 members 
Mstep: Class 9 contains 31907 members 
Mstep: Class 10 contains 76809 members 
Mstep: Class 11 contains 21455 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 22292 members 
Mstep: Class 14 contains 25095 members 
Mstep: Class 15 contains 149102 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13610 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3601 members 
Mstep: Class 20 contains 14418 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 8666 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83873 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620560.000000 Penalty: 94130.875000
Iteration 296Q: 28 clusters Score -1.546206e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 296218 members 
Mstep: Class 2 contains 56568 members 
Mstep: Class 3 contains 18880 members 
Mstep: Class 4 contains 284387 members 
Mstep: Class 5 contains 9855 members 
Mstep: Class 6 contains 22255 members 
Mstep: Class 7 contains 8629 members 
Mstep: Class 8 contains 107199 members 
Mstep: Class 9 contains 31906 members 
Mstep: Class 10 contains 76804 members 
Mstep: Class 11 contains 21459 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 22295 members 
Mstep: Class 14 contains 25094 members 
Mstep: Class 15 contains 149243 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13589 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3600 members 
Mstep: Class 20 contains 14420 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 8666 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83880 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620880.000000 Penalty: 94130.875000
Iteration 297Q: 28 clusters Score -1.546209e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 296191 members 
Mstep: Class 2 contains 56574 members 
Mstep: Class 3 contains 18884 members 
Mstep: Class 4 contains 284266 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 6 contains 22250 members 
Mstep: Class 7 contains 8629 members 
Mstep: Class 8 contains 107200 members 
Mstep: Class 9 contains 31905 members 
Mstep: Class 10 contains 76793 members 
Mstep: Class 11 contains 21465 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 22301 members 
Mstep: Class 14 contains 25089 members 
Mstep: Class 15 contains 149380 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13572 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3601 members 
Mstep: Class 20 contains 14423 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 8665 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83902 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621040.000000 Penalty: 94130.875000
Iteration 298Q: 28 clusters Score -1.54621e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 296172 members 
Mstep: Class 2 contains 56579 members 
Mstep: Class 3 contains 18880 members 
Mstep: Class 4 contains 284151 members 
Mstep: Class 5 contains 9859 members 
Mstep: Class 6 contains 22244 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107184 members 
Mstep: Class 9 contains 31906 members 
Mstep: Class 10 contains 76784 members 
Mstep: Class 11 contains 21467 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 22307 members 
Mstep: Class 14 contains 25088 members 
Mstep: Class 15 contains 149514 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13564 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3605 members 
Mstep: Class 20 contains 14425 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 8663 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83922 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621056.000000 Penalty: 94130.875000
Iteration 299Q: 28 clusters Score -1.546211e+08 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 296144 members 
Mstep: Class 2 contains 56593 members 
Mstep: Class 3 contains 18877 members 
Mstep: Class 4 contains 284016 members 
Mstep: Class 5 contains 9856 members 
Mstep: Class 6 contains 22240 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107184 members 
Mstep: Class 9 contains 31907 members 
Mstep: Class 10 contains 76776 members 
Mstep: Class 11 contains 21470 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 22313 members 
Mstep: Class 14 contains 25085 members 
Mstep: Class 15 contains 149669 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13552 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3606 members 
Mstep: Class 20 contains 14429 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6632 members 
Mstep: Class 24 contains 8659 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83941 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621200.000000 Penalty: 94130.875000
Iteration 300F: 28 clusters Score -1.546212e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 296093 members 
Mstep: Class 2 contains 56585 members 
Mstep: Class 3 contains 18878 members 
Mstep: Class 4 contains 283906 members 
Mstep: Class 5 contains 9856 members 
Mstep: Class 6 contains 22239 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107194 members 
Mstep: Class 9 contains 31908 members 
Mstep: Class 10 contains 76765 members 
Mstep: Class 11 contains 21480 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 22314 members 
Mstep: Class 14 contains 25088 members 
Mstep: Class 15 contains 149823 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13537 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3605 members 
Mstep: Class 20 contains 14430 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 8656 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83958 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621216.000000 Penalty: 94130.875000
Iteration 301Q: 28 clusters Score -1.546212e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 296060 members 
Mstep: Class 2 contains 56577 members 
Mstep: Class 3 contains 18877 members 
Mstep: Class 4 contains 283758 members 
Mstep: Class 5 contains 9856 members 
Mstep: Class 6 contains 22234 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107198 members 
Mstep: Class 9 contains 31905 members 
Mstep: Class 10 contains 76758 members 
Mstep: Class 11 contains 21488 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 22317 members 
Mstep: Class 14 contains 25086 members 
Mstep: Class 15 contains 149984 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13532 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3605 members 
Mstep: Class 20 contains 14435 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6637 members 
Mstep: Class 24 contains 8655 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83986 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620880.000000 Penalty: 94130.875000
Iteration 302Q: 28 clusters Score -1.546209e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 295998 members 
Mstep: Class 2 contains 56559 members 
Mstep: Class 3 contains 18880 members 
Mstep: Class 4 contains 283654 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 6 contains 22230 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107185 members 
Mstep: Class 9 contains 31904 members 
Mstep: Class 10 contains 76753 members 
Mstep: Class 11 contains 21499 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 22319 members 
Mstep: Class 14 contains 25086 members 
Mstep: Class 15 contains 150140 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13525 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3606 members 
Mstep: Class 20 contains 14440 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6639 members 
Mstep: Class 24 contains 8655 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84018 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620848.000000 Penalty: 94130.875000
Iteration 303Q: 28 clusters Score -1.546208e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 295970 members 
Mstep: Class 2 contains 56542 members 
Mstep: Class 3 contains 18884 members 
Mstep: Class 4 contains 283585 members 
Mstep: Class 5 contains 9855 members 
Mstep: Class 6 contains 22226 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107183 members 
Mstep: Class 9 contains 31903 members 
Mstep: Class 10 contains 76735 members 
Mstep: Class 11 contains 21500 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 22321 members 
Mstep: Class 14 contains 25089 members 
Mstep: Class 15 contains 150258 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13519 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3606 members 
Mstep: Class 20 contains 14440 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6644 members 
Mstep: Class 24 contains 8655 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84033 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621312.000000 Penalty: 94130.875000
Iteration 304Q: 28 clusters Score -1.546213e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 295924 members 
Mstep: Class 2 contains 56527 members 
Mstep: Class 3 contains 18887 members 
Mstep: Class 4 contains 283499 members 
Mstep: Class 5 contains 9851 members 
Mstep: Class 6 contains 22222 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107186 members 
Mstep: Class 9 contains 31903 members 
Mstep: Class 10 contains 76728 members 
Mstep: Class 11 contains 21508 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 22321 members 
Mstep: Class 14 contains 25090 members 
Mstep: Class 15 contains 150388 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13523 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3605 members 
Mstep: Class 20 contains 14437 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6643 members 
Mstep: Class 24 contains 8655 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84050 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620976.000000 Penalty: 94130.875000
Iteration 305Q: 28 clusters Score -1.54621e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 295874 members 
Mstep: Class 2 contains 56522 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 283383 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 22216 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107183 members 
Mstep: Class 9 contains 31900 members 
Mstep: Class 10 contains 76724 members 
Mstep: Class 11 contains 21508 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 22325 members 
Mstep: Class 14 contains 25093 members 
Mstep: Class 15 contains 150539 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13523 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3605 members 
Mstep: Class 20 contains 14437 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6643 members 
Mstep: Class 24 contains 8655 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84070 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620944.000000 Penalty: 94130.875000
Iteration 306Q: 28 clusters Score -1.546209e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 295820 members 
Mstep: Class 2 contains 56505 members 
Mstep: Class 3 contains 18904 members 
Mstep: Class 4 contains 283293 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 22211 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107194 members 
Mstep: Class 9 contains 31900 members 
Mstep: Class 10 contains 76724 members 
Mstep: Class 11 contains 21508 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 22329 members 
Mstep: Class 14 contains 25090 members 
Mstep: Class 15 contains 150688 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13512 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3606 members 
Mstep: Class 20 contains 14438 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6646 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84078 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621008.000000 Penalty: 94130.875000
Iteration 307Q: 28 clusters Score -1.54621e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 295757 members 
Mstep: Class 2 contains 56488 members 
Mstep: Class 3 contains 18908 members 
Mstep: Class 4 contains 283219 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 22206 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107207 members 
Mstep: Class 9 contains 31898 members 
Mstep: Class 10 contains 76714 members 
Mstep: Class 11 contains 21507 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 22335 members 
Mstep: Class 14 contains 25090 members 
Mstep: Class 15 contains 150841 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13511 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3609 members 
Mstep: Class 20 contains 14435 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 6649 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84074 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621024.000000 Penalty: 94130.875000
Iteration 308Q: 28 clusters Score -1.54621e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 295679 members 
Mstep: Class 2 contains 56464 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 283166 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 22197 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107213 members 
Mstep: Class 9 contains 31897 members 
Mstep: Class 10 contains 76711 members 
Mstep: Class 11 contains 21507 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 22341 members 
Mstep: Class 14 contains 25092 members 
Mstep: Class 15 contains 150991 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13506 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3611 members 
Mstep: Class 20 contains 14433 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 6652 members 
Mstep: Class 24 contains 8652 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84086 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621056.000000 Penalty: 94130.875000
Iteration 309Q: 28 clusters Score -1.546211e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 295647 members 
Mstep: Class 2 contains 56441 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 283093 members 
Mstep: Class 5 contains 9850 members 
Mstep: Class 6 contains 22193 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107214 members 
Mstep: Class 9 contains 31895 members 
Mstep: Class 10 contains 76709 members 
Mstep: Class 11 contains 21509 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 22344 members 
Mstep: Class 14 contains 25092 members 
Mstep: Class 15 contains 151132 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13497 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3611 members 
Mstep: Class 20 contains 14433 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 6655 members 
Mstep: Class 24 contains 8652 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84083 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621216.000000 Penalty: 94130.875000
Iteration 310Q: 28 clusters Score -1.546212e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 295624 members 
Mstep: Class 2 contains 56421 members 
Mstep: Class 3 contains 18899 members 
Mstep: Class 4 contains 283031 members 
Mstep: Class 5 contains 9851 members 
Mstep: Class 6 contains 22192 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107223 members 
Mstep: Class 9 contains 31893 members 
Mstep: Class 10 contains 76701 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 22349 members 
Mstep: Class 14 contains 25093 members 
Mstep: Class 15 contains 151232 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13494 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3611 members 
Mstep: Class 20 contains 14432 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 6658 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84079 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621104.000000 Penalty: 94130.875000
Iteration 311Q: 28 clusters Score -1.546211e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 295561 members 
Mstep: Class 2 contains 56401 members 
Mstep: Class 3 contains 18905 members 
Mstep: Class 4 contains 282999 members 
Mstep: Class 5 contains 9851 members 
Mstep: Class 6 contains 22191 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107228 members 
Mstep: Class 9 contains 31892 members 
Mstep: Class 10 contains 76684 members 
Mstep: Class 11 contains 21514 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 22349 members 
Mstep: Class 14 contains 25093 members 
Mstep: Class 15 contains 151352 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13496 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3612 members 
Mstep: Class 20 contains 14434 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 6664 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84072 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621232.000000 Penalty: 94130.875000
Iteration 312Q: 28 clusters Score -1.546212e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 295482 members 
Mstep: Class 2 contains 56391 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 283014 members 
Mstep: Class 5 contains 9850 members 
Mstep: Class 6 contains 22185 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107231 members 
Mstep: Class 9 contains 31892 members 
Mstep: Class 10 contains 76677 members 
Mstep: Class 11 contains 21511 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 22348 members 
Mstep: Class 14 contains 25095 members 
Mstep: Class 15 contains 151442 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13486 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3613 members 
Mstep: Class 20 contains 14435 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 6668 members 
Mstep: Class 24 contains 8650 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84075 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621312.000000 Penalty: 94130.875000
Iteration 313Q: 28 clusters Score -1.546213e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 295404 members 
Mstep: Class 2 contains 56383 members 
Mstep: Class 3 contains 18897 members 
Mstep: Class 4 contains 282997 members 
Mstep: Class 5 contains 9849 members 
Mstep: Class 6 contains 22184 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107237 members 
Mstep: Class 9 contains 31894 members 
Mstep: Class 10 contains 76665 members 
Mstep: Class 11 contains 21501 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 22347 members 
Mstep: Class 14 contains 25098 members 
Mstep: Class 15 contains 151558 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13487 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3612 members 
Mstep: Class 20 contains 14437 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 6677 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84071 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621408.000000 Penalty: 94130.875000
Iteration 314Q: 28 clusters Score -1.546214e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 295314 members 
Mstep: Class 2 contains 56371 members 
Mstep: Class 3 contains 18889 members 
Mstep: Class 4 contains 283022 members 
Mstep: Class 5 contains 9850 members 
Mstep: Class 6 contains 22181 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107245 members 
Mstep: Class 9 contains 31895 members 
Mstep: Class 10 contains 76664 members 
Mstep: Class 11 contains 21489 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 22346 members 
Mstep: Class 14 contains 25099 members 
Mstep: Class 15 contains 151667 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13473 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3612 members 
Mstep: Class 20 contains 14438 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 6682 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84061 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621408.000000 Penalty: 94130.875000
Iteration 315Q: 28 clusters Score -1.546214e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 295235 members 
Mstep: Class 2 contains 56361 members 
Mstep: Class 3 contains 18891 members 
Mstep: Class 4 contains 283010 members 
Mstep: Class 5 contains 9850 members 
Mstep: Class 6 contains 22182 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107265 members 
Mstep: Class 9 contains 31895 members 
Mstep: Class 10 contains 76656 members 
Mstep: Class 11 contains 21478 members 
Mstep: Class 12 contains 4196 members 
Mstep: Class 13 contains 22346 members 
Mstep: Class 14 contains 25098 members 
Mstep: Class 15 contains 151766 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13473 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3613 members 
Mstep: Class 20 contains 14437 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 6684 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84057 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621712.000000 Penalty: 94130.875000
Iteration 316Q: 28 clusters Score -1.546217e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 295159 members 
Mstep: Class 2 contains 56347 members 
Mstep: Class 3 contains 18894 members 
Mstep: Class 4 contains 282980 members 
Mstep: Class 5 contains 9852 members 
Mstep: Class 6 contains 22184 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107284 members 
Mstep: Class 9 contains 31893 members 
Mstep: Class 10 contains 76659 members 
Mstep: Class 11 contains 21471 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 22345 members 
Mstep: Class 14 contains 25097 members 
Mstep: Class 15 contains 151879 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13471 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3613 members 
Mstep: Class 20 contains 14436 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 6687 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84048 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621664.000000 Penalty: 94130.875000
Iteration 317Q: 28 clusters Score -1.546217e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 295071 members 
Mstep: Class 2 contains 56332 members 
Mstep: Class 3 contains 18897 members 
Mstep: Class 4 contains 282955 members 
Mstep: Class 5 contains 9854 members 
Mstep: Class 6 contains 22187 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107295 members 
Mstep: Class 9 contains 31894 members 
Mstep: Class 10 contains 76660 members 
Mstep: Class 11 contains 21463 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 22344 members 
Mstep: Class 14 contains 25095 members 
Mstep: Class 15 contains 152000 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13458 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3612 members 
Mstep: Class 20 contains 14438 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 6695 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84046 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621648.000000 Penalty: 94130.875000
Iteration 318Q: 28 clusters Score -1.546216e+08 nChanged 886
Entering ConstructFrom: 
Score: -154621648.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (294982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294982 members 
Entering Unmasked Estep 
Score: -36588556.000000 Penalty: 3123.478027
	Iteration 0F: 2 clusters Score -3.658856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147784 members 
Mstep: Class 2 contains 147198 members 
Entering Unmasked Estep 
Score: -36403608.000000 Penalty: 6246.956055
	Iteration 0F: 3 clusters Score -3.640361e+07 nChanged 142864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152648 members 
Mstep: Class 2 contains 142334 members 
Entering Unmasked Estep 
Score: -36488140.000000 Penalty: 6246.956055
	Iteration 1F: 3 clusters Score -3.648814e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155488 members 
Mstep: Class 2 contains 139494 members 
Entering Unmasked Estep 
Score: -36489700.000000 Penalty: 6246.956055
	Iteration 2Q: 3 clusters Score -3.64897e+07 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159849 members 
Mstep: Class 2 contains 135133 members 
Entering Unmasked Estep 
Score: -36491828.000000 Penalty: 6246.956055
	Iteration 3Q: 3 clusters Score -3.649183e+07 nChanged 9828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166617 members 
Mstep: Class 2 contains 128365 members 
Entering Unmasked Estep 
Score: -36495380.000000 Penalty: 6246.956055
	Iteration 4Q: 3 clusters Score -3.649538e+07 nChanged 12433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176482 members 
Mstep: Class 2 contains 118500 members 
Entering Unmasked Estep 
Score: -36502180.000000 Penalty: 6246.956055
	Iteration 5Q: 3 clusters Score -3.650218e+07 nChanged 15676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189878 members 
Mstep: Class 2 contains 105104 members 
Entering Unmasked Estep 
Score: -36513136.000000 Penalty: 6246.956055
	Iteration 6F: 3 clusters Score -3.651314e+07 nChanged 18239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205935 members 
Mstep: Class 2 contains 89047 members 
Entering Unmasked Estep 
Score: -36528000.000000 Penalty: 6246.956055
	Iteration 7F: 3 clusters Score -3.6528e+07 nChanged 18960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222123 members 
Mstep: Class 2 contains 72859 members 
Entering Unmasked Estep 
Score: -36543284.000000 Penalty: 6246.956055
	Iteration 8F: 3 clusters Score -3.654328e+07 nChanged 17104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235925 members 
Mstep: Class 2 contains 59057 members 
Entering Unmasked Estep 
Score: -36555940.000000 Penalty: 6246.956055
	Iteration 9F: 3 clusters Score -3.655594e+07 nChanged 13430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246351 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -36564348.000000 Penalty: 6246.956055
	Iteration 10Q: 3 clusters Score -3.656435e+07 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253890 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -36569672.000000 Penalty: 6246.956055
	Iteration 11Q: 3 clusters Score -3.656967e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259448 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -36573240.000000 Penalty: 6246.956055
	Iteration 12Q: 3 clusters Score -3.657324e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263848 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -36575448.000000 Penalty: 6246.956055
	Iteration 13Q: 3 clusters Score -3.657545e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267550 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -36577020.000000 Penalty: 6246.956055
	Iteration 14Q: 3 clusters Score -3.657702e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270739 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -36578216.000000 Penalty: 6246.956055
	Iteration 15Q: 3 clusters Score -3.657822e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273465 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -36579288.000000 Penalty: 6246.956055
	Iteration 16Q: 3 clusters Score -3.657929e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275857 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -36580208.000000 Penalty: 6246.956055
	Iteration 17Q: 3 clusters Score -3.658021e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277949 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -36580992.000000 Penalty: 6246.956055
	Iteration 18Q: 3 clusters Score -3.658099e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279783 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -36581572.000000 Penalty: 6246.956055
	Iteration 19Q: 3 clusters Score -3.658157e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281306 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -36582060.000000 Penalty: 6246.956055
	Iteration 20F: 3 clusters Score -3.658206e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282647 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -36582412.000000 Penalty: 6246.956055
	Iteration 21Q: 3 clusters Score -3.658241e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283872 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -36582932.000000 Penalty: 6246.956055
	Iteration 22Q: 3 clusters Score -3.658293e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284983 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -36583188.000000 Penalty: 6246.956055
	Iteration 23Q: 3 clusters Score -3.658319e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285940 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -36583452.000000 Penalty: 6246.956055
	Iteration 24Q: 3 clusters Score -3.658345e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286771 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -36583628.000000 Penalty: 6246.956055
	Iteration 25Q: 3 clusters Score -3.658363e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287453 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -36583812.000000 Penalty: 6246.956055
	Iteration 26Q: 3 clusters Score -3.658381e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288067 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -36584004.000000 Penalty: 6246.956055
	Iteration 27Q: 3 clusters Score -3.6584e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288656 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -36584168.000000 Penalty: 6246.956055
	Iteration 28Q: 3 clusters Score -3.658417e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289174 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -36584344.000000 Penalty: 6246.956055
	Iteration 29Q: 3 clusters Score -3.658434e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289647 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -36584504.000000 Penalty: 6246.956055
	Iteration 30Q: 3 clusters Score -3.65845e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290053 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -36584640.000000 Penalty: 6246.956055
	Iteration 31Q: 3 clusters Score -3.658464e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290393 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -36584692.000000 Penalty: 6246.956055
	Iteration 32Q: 3 clusters Score -3.658469e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290682 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -36584808.000000 Penalty: 6246.956055
	Iteration 33Q: 3 clusters Score -3.658481e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290922 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -36584900.000000 Penalty: 6246.956055
	Iteration 34Q: 3 clusters Score -3.65849e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291148 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -36585052.000000 Penalty: 6246.956055
	Iteration 35Q: 3 clusters Score -3.658505e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291343 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -36585164.000000 Penalty: 6246.956055
	Iteration 36Q: 3 clusters Score -3.658516e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291511 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -36585188.000000 Penalty: 6246.956055
	Iteration 37Q: 3 clusters Score -3.658519e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291662 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -36585272.000000 Penalty: 6246.956055
	Iteration 38Q: 3 clusters Score -3.658527e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291787 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -36585352.000000 Penalty: 6246.956055
	Iteration 39Q: 3 clusters Score -3.658535e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291886 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -36585404.000000 Penalty: 6246.956055
	Iteration 40F: 3 clusters Score -3.65854e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291964 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -36585452.000000 Penalty: 6246.956055
	Iteration 41Q: 3 clusters Score -3.658545e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292037 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -36585420.000000 Penalty: 6246.956055
	Iteration 42Q: 3 clusters Score -3.658542e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292104 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -36585424.000000 Penalty: 6246.956055
	Iteration 43Q: 3 clusters Score -3.658542e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292168 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -36585396.000000 Penalty: 6246.956055
	Iteration 44Q: 3 clusters Score -3.65854e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292213 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -36585424.000000 Penalty: 6246.956055
	Iteration 45Q: 3 clusters Score -3.658542e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292249 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -36585480.000000 Penalty: 6246.956055
	Iteration 46Q: 3 clusters Score -3.658548e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292279 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -36585444.000000 Penalty: 6246.956055
	Iteration 47Q: 3 clusters Score -3.658544e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292310 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -36585464.000000 Penalty: 6246.956055
	Iteration 48Q: 3 clusters Score -3.658546e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292345 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -36585460.000000 Penalty: 6246.956055
	Iteration 49Q: 3 clusters Score -3.658546e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292369 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -36585456.000000 Penalty: 6246.956055
	Iteration 50Q: 3 clusters Score -3.658546e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292382 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -36585452.000000 Penalty: 6246.956055
	Iteration 51Q: 3 clusters Score -3.658545e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292403 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -36585456.000000 Penalty: 6246.956055
	Iteration 52Q: 3 clusters Score -3.658546e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292418 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -36585412.000000 Penalty: 6246.956055
	Iteration 53Q: 3 clusters Score -3.658541e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292430 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -36585440.000000 Penalty: 6246.956055
	Iteration 54Q: 3 clusters Score -3.658544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292439 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -36585440.000000 Penalty: 6246.956055
	Iteration 55Q: 3 clusters Score -3.658544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292450 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -36585440.000000 Penalty: 6246.956055
	Iteration 56Q: 3 clusters Score -3.658544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292455 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -36585472.000000 Penalty: 6246.956055
	Iteration 57Q: 3 clusters Score -3.658547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292458 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -36585492.000000 Penalty: 6246.956055
	Iteration 58Q: 3 clusters Score -3.658549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292460 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -36585496.000000 Penalty: 6246.956055
	Iteration 59Q: 3 clusters Score -3.65855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292464 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -36585508.000000 Penalty: 6246.956055
	Iteration 60F: 3 clusters Score -3.658551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292469 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -36585484.000000 Penalty: 6246.956055
	Iteration 61Q: 3 clusters Score -3.658548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292474 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -36585488.000000 Penalty: 6246.956055
	Iteration 62Q: 3 clusters Score -3.658549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292474 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -36585484.000000 Penalty: 6246.956055
	Iteration 63Q: 3 clusters Score -3.658548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292474 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -36585484.000000 Penalty: 6246.956055
	Iteration 64F: 3 clusters Score -3.658548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Entering Unmasked Estep 
Score: -7078006.500000 Penalty: 2712.792725
	Iteration 0F: 2 clusters Score -7078006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -7040226.500000 Penalty: 5425.585449
	Iteration 0F: 3 clusters Score -7040226 nChanged 26061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -7055234.500000 Penalty: 5425.585449
	Iteration 1F: 3 clusters Score -7055234 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -7056096.500000 Penalty: 5425.585449
	Iteration 2Q: 3 clusters Score -7056096 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -7057084.000000 Penalty: 5425.585449
	Iteration 3Q: 3 clusters Score -7057084 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -7058320.500000 Penalty: 5425.585449
	Iteration 4Q: 3 clusters Score -7058320 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -7060097.000000 Penalty: 5425.585449
	Iteration 5F: 3 clusters Score -7060097 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -7062557.500000 Penalty: 5425.585449
	Iteration 6F: 3 clusters Score -7062558 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -7065665.000000 Penalty: 5425.585449
	Iteration 7F: 3 clusters Score -7065665 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -7068862.500000 Penalty: 5425.585449
	Iteration 8F: 3 clusters Score -7068862 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -7071443.000000 Penalty: 5425.585449
	Iteration 9F: 3 clusters Score -7071443 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -7073104.500000 Penalty: 5425.585449
	Iteration 10Q: 3 clusters Score -7073104 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 53878 members 
Entering Unmasked Estep 
Score: -7074150.000000 Penalty: 5425.585449
	Iteration 11Q: 3 clusters Score -7074150 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 54490 members 
Entering Unmasked Estep 
Score: -7074745.000000 Penalty: 5425.585449
	Iteration 12Q: 3 clusters Score -7074745 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -7075087.500000 Penalty: 5425.585449
	Iteration 13Q: 3 clusters Score -7075088 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -7075321.000000 Penalty: 5425.585449
	Iteration 14Q: 3 clusters Score -7075321 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 55122 members 
Entering Unmasked Estep 
Score: -7075482.000000 Penalty: 5425.585449
	Iteration 15Q: 3 clusters Score -7075482 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 55211 members 
Entering Unmasked Estep 
Score: -7075556.000000 Penalty: 5425.585449
	Iteration 16Q: 3 clusters Score -7075556 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -7075656.000000 Penalty: 5425.585449
	Iteration 17Q: 3 clusters Score -7075656 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 55311 members 
Entering Unmasked Estep 
Score: -7075692.000000 Penalty: 5425.585449
	Iteration 18Q: 3 clusters Score -7075692 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -7075729.000000 Penalty: 5425.585449
	Iteration 19Q: 3 clusters Score -7075729 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
Score: -7075734.500000 Penalty: 5425.585449
	Iteration 20F: 3 clusters Score -7075734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 55383 members 
Entering Unmasked Estep 
Score: -7075770.000000 Penalty: 5425.585449
	Iteration 21Q: 3 clusters Score -7075770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 55394 members 
Entering Unmasked Estep 
Score: -7075807.500000 Penalty: 5425.585449
	Iteration 22Q: 3 clusters Score -7075808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 55407 members 
Entering Unmasked Estep 
Score: -7075817.000000 Penalty: 5425.585449
	Iteration 23Q: 3 clusters Score -7075817 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 55423 members 
Entering Unmasked Estep 
Score: -7075820.000000 Penalty: 5425.585449
	Iteration 24Q: 3 clusters Score -7075820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -7075849.000000 Penalty: 5425.585449
	Iteration 25Q: 3 clusters Score -7075849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 55447 members 
Entering Unmasked Estep 
Score: -7075844.500000 Penalty: 5425.585449
	Iteration 26Q: 3 clusters Score -7075844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 55448 members 
Entering Unmasked Estep 
Score: -7075844.500000 Penalty: 5425.585449
	Iteration 27Q: 3 clusters Score -7075844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 55448 members 
Entering Unmasked Estep 
Score: -7075858.000000 Penalty: 5425.585449
	Iteration 28Q: 3 clusters Score -7075858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 55457 members 
Entering Unmasked Estep 
Score: -7075865.000000 Penalty: 5425.585449
	Iteration 29Q: 3 clusters Score -7075865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 55461 members 
Entering Unmasked Estep 
Score: -7075871.500000 Penalty: 5425.585449
	Iteration 30Q: 3 clusters Score -7075872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -7075865.500000 Penalty: 5425.585449
	Iteration 31Q: 3 clusters Score -7075866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -7075877.000000 Penalty: 5425.585449
	Iteration 32Q: 3 clusters Score -7075877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 55484 members 
Entering Unmasked Estep 
Score: -7075892.500000 Penalty: 5425.585449
	Iteration 33Q: 3 clusters Score -7075892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 55492 members 
Entering Unmasked Estep 
Score: -7075895.000000 Penalty: 5425.585449
	Iteration 34Q: 3 clusters Score -7075895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -7075904.000000 Penalty: 5425.585449
	Iteration 35Q: 3 clusters Score -7075904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -7075908.500000 Penalty: 5425.585449
	Iteration 36Q: 3 clusters Score -7075908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 55498 members 
Entering Unmasked Estep 
Score: -7075913.500000 Penalty: 5425.585449
	Iteration 37Q: 3 clusters Score -7075914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
Score: -7075916.500000 Penalty: 5425.585449
	Iteration 38Q: 3 clusters Score -7075916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -7075915.500000 Penalty: 5425.585449
	Iteration 39Q: 3 clusters Score -7075916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -7075910.000000 Penalty: 5425.585449
	Iteration 40F: 3 clusters Score -7075910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Entering Unmasked Estep 
Score: -2368219.750000 Penalty: 2442.074707
	Iteration 0F: 2 clusters Score -2368220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2354844.000000 Penalty: 4884.149414
	Iteration 0F: 3 clusters Score -2354844 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2359210.750000 Penalty: 4884.149414
	Iteration 1F: 3 clusters Score -2359211 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2359511.250000 Penalty: 4884.149414
	Iteration 2Q: 3 clusters Score -2359511 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2359760.750000 Penalty: 4884.149414
	Iteration 3Q: 3 clusters Score -2359761 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2360028.500000 Penalty: 4884.149414
	Iteration 4Q: 3 clusters Score -2360028 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2360339.250000 Penalty: 4884.149414
	Iteration 5Q: 3 clusters Score -2360339 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2360738.000000 Penalty: 4884.149414
	Iteration 6Q: 3 clusters Score -2360738 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2361269.000000 Penalty: 4884.149414
	Iteration 7F: 3 clusters Score -2361269 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2362021.250000 Penalty: 4884.149414
	Iteration 8F: 3 clusters Score -2362021 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2362956.500000 Penalty: 4884.149414
	Iteration 9F: 3 clusters Score -2362956 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2363892.500000 Penalty: 4884.149414
	Iteration 10F: 3 clusters Score -2363892 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2364627.000000 Penalty: 4884.149414
	Iteration 11Q: 3 clusters Score -2364627 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2365206.500000 Penalty: 4884.149414
	Iteration 12Q: 3 clusters Score -2365206 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2365571.000000 Penalty: 4884.149414
	Iteration 13Q: 3 clusters Score -2365571 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2365809.000000 Penalty: 4884.149414
	Iteration 14Q: 3 clusters Score -2365809 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2365992.750000 Penalty: 4884.149414
	Iteration 15Q: 3 clusters Score -2365993 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2366129.250000 Penalty: 4884.149414
	Iteration 16Q: 3 clusters Score -2366129 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2366231.000000 Penalty: 4884.149414
	Iteration 17Q: 3 clusters Score -2366231 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2366303.250000 Penalty: 4884.149414
	Iteration 18Q: 3 clusters Score -2366303 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2366355.000000 Penalty: 4884.149414
	Iteration 19Q: 3 clusters Score -2366355 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2366379.250000 Penalty: 4884.149414
	Iteration 20F: 3 clusters Score -2366379 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2366399.750000 Penalty: 4884.149414
	Iteration 21Q: 3 clusters Score -2366400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2366414.500000 Penalty: 4884.149414
	Iteration 22Q: 3 clusters Score -2366414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2366424.500000 Penalty: 4884.149414
	Iteration 23Q: 3 clusters Score -2366424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2366428.500000 Penalty: 4884.149414
	Iteration 24Q: 3 clusters Score -2366428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2366445.500000 Penalty: 4884.149414
	Iteration 25Q: 3 clusters Score -2366446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2366452.000000 Penalty: 4884.149414
	Iteration 26Q: 3 clusters Score -2366452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2366458.750000 Penalty: 4884.149414
	Iteration 27Q: 3 clusters Score -2366459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2366466.000000 Penalty: 4884.149414
	Iteration 28Q: 3 clusters Score -2366466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2366466.000000 Penalty: 4884.149414
	Iteration 29Q: 3 clusters Score -2366466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2366472.750000 Penalty: 4884.149414
	Iteration 30Q: 3 clusters Score -2366473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2366472.000000 Penalty: 4884.149414
	Iteration 31Q: 3 clusters Score -2366472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2366473.500000 Penalty: 4884.149414
	Iteration 32Q: 3 clusters Score -2366474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2366477.750000 Penalty: 4884.149414
	Iteration 33Q: 3 clusters Score -2366478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2366477.250000 Penalty: 4884.149414
	Iteration 34Q: 3 clusters Score -2366477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2366474.500000 Penalty: 4884.149414
	Iteration 35Q: 3 clusters Score -2366474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2366476.000000 Penalty: 4884.149414
	Iteration 36Q: 3 clusters Score -2366476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2366476.000000 Penalty: 4884.149414
	Iteration 37Q: 3 clusters Score -2366476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2366478.500000 Penalty: 4884.149414
	Iteration 38Q: 3 clusters Score -2366478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2366480.750000 Penalty: 4884.149414
	Iteration 39Q: 3 clusters Score -2366481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2366480.750000 Penalty: 4884.149414
	Iteration 40F: 3 clusters Score -2366481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (282918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282918 members 
Entering Unmasked Estep 
Score: -35072148.000000 Penalty: 3113.122314
	Iteration 0F: 2 clusters Score -3.507215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141422 members 
Mstep: Class 2 contains 141496 members 
Entering Unmasked Estep 
Score: -34890192.000000 Penalty: 6226.244629
	Iteration 0F: 3 clusters Score -3.489019e+07 nChanged 137222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138322 members 
Mstep: Class 2 contains 144596 members 
Entering Unmasked Estep 
Score: -34971808.000000 Penalty: 6226.244629
	Iteration 1F: 3 clusters Score -3.497181e+07 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136593 members 
Mstep: Class 2 contains 146325 members 
Entering Unmasked Estep 
Score: -34973860.000000 Penalty: 6226.244629
	Iteration 2Q: 3 clusters Score -3.497386e+07 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133967 members 
Mstep: Class 2 contains 148951 members 
Entering Unmasked Estep 
Score: -34976888.000000 Penalty: 6226.244629
	Iteration 3Q: 3 clusters Score -3.497689e+07 nChanged 11041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129678 members 
Mstep: Class 2 contains 153240 members 
Entering Unmasked Estep 
Score: -34980828.000000 Penalty: 6226.244629
	Iteration 4Q: 3 clusters Score -3.498083e+07 nChanged 13597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123263 members 
Mstep: Class 2 contains 159655 members 
Entering Unmasked Estep 
Score: -34987024.000000 Penalty: 6226.244629
	Iteration 5Q: 3 clusters Score -3.498702e+07 nChanged 16846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114129 members 
Mstep: Class 2 contains 168789 members 
Entering Unmasked Estep 
Score: -34997420.000000 Penalty: 6226.244629
	Iteration 6F: 3 clusters Score -3.499742e+07 nChanged 19646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102705 members 
Mstep: Class 2 contains 180213 members 
Entering Unmasked Estep 
Score: -35012364.000000 Penalty: 6226.244629
	Iteration 7F: 3 clusters Score -3.501236e+07 nChanged 19983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91268 members 
Mstep: Class 2 contains 191650 members 
Entering Unmasked Estep 
Score: -35028832.000000 Penalty: 6226.244629
	Iteration 8F: 3 clusters Score -3.502883e+07 nChanged 17264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82512 members 
Mstep: Class 2 contains 200406 members 
Entering Unmasked Estep 
Score: -35041724.000000 Penalty: 6226.244629
	Iteration 9F: 3 clusters Score -3.504172e+07 nChanged 12372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76458 members 
Mstep: Class 2 contains 206460 members 
Entering Unmasked Estep 
Score: -35048580.000000 Penalty: 6226.244629
	Iteration 10Q: 3 clusters Score -3.504858e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71534 members 
Mstep: Class 2 contains 211384 members 
Entering Unmasked Estep 
Score: -35052220.000000 Penalty: 6226.244629
	Iteration 11Q: 3 clusters Score -3.505222e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 215991 members 
Entering Unmasked Estep 
Score: -35054620.000000 Penalty: 6226.244629
	Iteration 12Q: 3 clusters Score -3.505462e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62576 members 
Mstep: Class 2 contains 220342 members 
Entering Unmasked Estep 
Score: -35056680.000000 Penalty: 6226.244629
	Iteration 13Q: 3 clusters Score -3.505668e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58397 members 
Mstep: Class 2 contains 224521 members 
Entering Unmasked Estep 
Score: -35058716.000000 Penalty: 6226.244629
	Iteration 14Q: 3 clusters Score -3.505872e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 228550 members 
Entering Unmasked Estep 
Score: -35060768.000000 Penalty: 6226.244629
	Iteration 15Q: 3 clusters Score -3.506077e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 232218 members 
Entering Unmasked Estep 
Score: -35062516.000000 Penalty: 6226.244629
	Iteration 16Q: 3 clusters Score -3.506252e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 235694 members 
Entering Unmasked Estep 
Score: -35063868.000000 Penalty: 6226.244629
	Iteration 17Q: 3 clusters Score -3.506387e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 238925 members 
Entering Unmasked Estep 
Score: -35064880.000000 Penalty: 6226.244629
	Iteration 18Q: 3 clusters Score -3.506488e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 242268 members 
Entering Unmasked Estep 
Score: -35065960.000000 Penalty: 6226.244629
	Iteration 19Q: 3 clusters Score -3.506596e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 245645 members 
Entering Unmasked Estep 
Score: -35066512.000000 Penalty: 6226.244629
	Iteration 20F: 3 clusters Score -3.506651e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 249009 members 
Entering Unmasked Estep 
Score: -35067044.000000 Penalty: 6226.244629
	Iteration 21Q: 3 clusters Score -3.506704e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 252187 members 
Entering Unmasked Estep 
Score: -35067816.000000 Penalty: 6226.244629
	Iteration 22Q: 3 clusters Score -3.506782e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 255453 members 
Entering Unmasked Estep 
Score: -35068452.000000 Penalty: 6226.244629
	Iteration 23Q: 3 clusters Score -3.506845e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 258605 members 
Entering Unmasked Estep 
Score: -35069064.000000 Penalty: 6226.244629
	Iteration 24Q: 3 clusters Score -3.506906e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 261684 members 
Entering Unmasked Estep 
Score: -35069336.000000 Penalty: 6226.244629
	Iteration 25Q: 3 clusters Score -3.506934e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 264572 members 
Entering Unmasked Estep 
Score: -35069820.000000 Penalty: 6226.244629
	Iteration 26Q: 3 clusters Score -3.506982e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 267220 members 
Entering Unmasked Estep 
Score: -35070224.000000 Penalty: 6226.244629
	Iteration 27Q: 3 clusters Score -3.507022e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 269537 members 
Entering Unmasked Estep 
Score: -35070524.000000 Penalty: 6226.244629
	Iteration 28Q: 3 clusters Score -3.507052e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 271509 members 
Entering Unmasked Estep 
Score: -35070716.000000 Penalty: 6226.244629
	Iteration 29Q: 3 clusters Score -3.507072e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 273255 members 
Entering Unmasked Estep 
Score: -35070756.000000 Penalty: 6226.244629
	Iteration 30Q: 3 clusters Score -3.507076e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 274764 members 
Entering Unmasked Estep 
Score: -35070752.000000 Penalty: 6226.244629
	Iteration 31Q: 3 clusters Score -3.507075e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 276013 members 
Entering Unmasked Estep 
Score: -35070728.000000 Penalty: 6226.244629
	Iteration 32Q: 3 clusters Score -3.507073e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 277017 members 
Entering Unmasked Estep 
Score: -35070716.000000 Penalty: 6226.244629
	Iteration 33Q: 3 clusters Score -3.507072e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 277808 members 
Entering Unmasked Estep 
Score: -35070732.000000 Penalty: 6226.244629
	Iteration 34Q: 3 clusters Score -3.507073e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 278452 members 
Entering Unmasked Estep 
Score: -35070736.000000 Penalty: 6226.244629
	Iteration 35Q: 3 clusters Score -3.507074e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 278952 members 
Entering Unmasked Estep 
Score: -35070708.000000 Penalty: 6226.244629
	Iteration 36Q: 3 clusters Score -3.507071e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 279373 members 
Entering Unmasked Estep 
Score: -35070664.000000 Penalty: 6226.244629
	Iteration 37Q: 3 clusters Score -3.507066e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 279712 members 
Entering Unmasked Estep 
Score: -35070636.000000 Penalty: 6226.244629
	Iteration 38Q: 3 clusters Score -3.507064e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 279969 members 
Entering Unmasked Estep 
Score: -35070604.000000 Penalty: 6226.244629
	Iteration 39Q: 3 clusters Score -3.50706e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 280196 members 
Entering Unmasked Estep 
Score: -35070560.000000 Penalty: 6226.244629
	Iteration 40F: 3 clusters Score -3.507056e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 280368 members 
Entering Unmasked Estep 
Score: -35070552.000000 Penalty: 6226.244629
	Iteration 41Q: 3 clusters Score -3.507055e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 280502 members 
Entering Unmasked Estep 
Score: -35070508.000000 Penalty: 6226.244629
	Iteration 42Q: 3 clusters Score -3.507051e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 280589 members 
Entering Unmasked Estep 
Score: -35070540.000000 Penalty: 6226.244629
	Iteration 43Q: 3 clusters Score -3.507054e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 280663 members 
Entering Unmasked Estep 
Score: -35070536.000000 Penalty: 6226.244629
	Iteration 44Q: 3 clusters Score -3.507054e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 280733 members 
Entering Unmasked Estep 
Score: -35070516.000000 Penalty: 6226.244629
	Iteration 45Q: 3 clusters Score -3.507052e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 280809 members 
Entering Unmasked Estep 
Score: -35070524.000000 Penalty: 6226.244629
	Iteration 46Q: 3 clusters Score -3.507052e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 280888 members 
Entering Unmasked Estep 
Score: -35070464.000000 Penalty: 6226.244629
	Iteration 47Q: 3 clusters Score -3.507046e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 280950 members 
Entering Unmasked Estep 
Score: -35070440.000000 Penalty: 6226.244629
	Iteration 48Q: 3 clusters Score -3.507044e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 281001 members 
Entering Unmasked Estep 
Score: -35070472.000000 Penalty: 6226.244629
	Iteration 49Q: 3 clusters Score -3.507047e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 281040 members 
Entering Unmasked Estep 
Score: -35070496.000000 Penalty: 6226.244629
	Iteration 50Q: 3 clusters Score -3.50705e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 281076 members 
Entering Unmasked Estep 
Score: -35070472.000000 Penalty: 6226.244629
	Iteration 51Q: 3 clusters Score -3.507047e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 281121 members 
Entering Unmasked Estep 
Score: -35070476.000000 Penalty: 6226.244629
	Iteration 52Q: 3 clusters Score -3.507048e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 281155 members 
Entering Unmasked Estep 
Score: -35070452.000000 Penalty: 6226.244629
	Iteration 53Q: 3 clusters Score -3.507045e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 281182 members 
Entering Unmasked Estep 
Score: -35070452.000000 Penalty: 6226.244629
	Iteration 54Q: 3 clusters Score -3.507045e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 281214 members 
Entering Unmasked Estep 
Score: -35070448.000000 Penalty: 6226.244629
	Iteration 55Q: 3 clusters Score -3.507045e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 281243 members 
Entering Unmasked Estep 
Score: -35070456.000000 Penalty: 6226.244629
	Iteration 56Q: 3 clusters Score -3.507046e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 281269 members 
Entering Unmasked Estep 
Score: -35070464.000000 Penalty: 6226.244629
	Iteration 57Q: 3 clusters Score -3.507046e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 281291 members 
Entering Unmasked Estep 
Score: -35070468.000000 Penalty: 6226.244629
	Iteration 58Q: 3 clusters Score -3.507047e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 281306 members 
Entering Unmasked Estep 
Score: -35070484.000000 Penalty: 6226.244629
	Iteration 59Q: 3 clusters Score -3.507048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 281315 members 
Entering Unmasked Estep 
Score: -35070460.000000 Penalty: 6226.244629
	Iteration 60F: 3 clusters Score -3.507046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 281326 members 
Entering Unmasked Estep 
Score: -35070468.000000 Penalty: 6226.244629
	Iteration 61Q: 3 clusters Score -3.507047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 281332 members 
Entering Unmasked Estep 
Score: -35070476.000000 Penalty: 6226.244629
	Iteration 62Q: 3 clusters Score -3.507048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 281338 members 
Entering Unmasked Estep 
Score: -35070484.000000 Penalty: 6226.244629
	Iteration 63Q: 3 clusters Score -3.507048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 281345 members 
Entering Unmasked Estep 
Score: -35070480.000000 Penalty: 6226.244629
	Iteration 64Q: 3 clusters Score -3.507048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 281354 members 
Entering Unmasked Estep 
Score: -35070476.000000 Penalty: 6226.244629
	Iteration 65Q: 3 clusters Score -3.507048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 281362 members 
Entering Unmasked Estep 
Score: -35070496.000000 Penalty: 6226.244629
	Iteration 66Q: 3 clusters Score -3.50705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 281367 members 
Entering Unmasked Estep 
Score: -35070480.000000 Penalty: 6226.244629
	Iteration 67Q: 3 clusters Score -3.507048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 281370 members 
Entering Unmasked Estep 
Score: -35070464.000000 Penalty: 6226.244629
	Iteration 68Q: 3 clusters Score -3.507046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 281372 members 
Entering Unmasked Estep 
Score: -35070480.000000 Penalty: 6226.244629
	Iteration 69Q: 3 clusters Score -3.507048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 281374 members 
Entering Unmasked Estep 
Score: -35070484.000000 Penalty: 6226.244629
	Iteration 70Q: 3 clusters Score -3.507048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 281374 members 
Entering Unmasked Estep 
Score: -35070484.000000 Penalty: 6226.244629
	Iteration 71F: 3 clusters Score -3.507048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Entering Unmasked Estep 
Score: -1187696.875000 Penalty: 2280.617432
	Iteration 0F: 2 clusters Score -1187697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1180079.250000 Penalty: 4561.234863
	Iteration 0F: 3 clusters Score -1180079 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1182386.000000 Penalty: 4561.234863
	Iteration 1F: 3 clusters Score -1182386 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1182764.750000 Penalty: 4561.234863
	Iteration 2F: 3 clusters Score -1182765 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1183014.250000 Penalty: 4561.234863
	Iteration 3F: 3 clusters Score -1183014 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1183230.125000 Penalty: 4561.234863
	Iteration 4Q: 3 clusters Score -1183230 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1183405.625000 Penalty: 4561.234863
	Iteration 5Q: 3 clusters Score -1183406 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1183588.750000 Penalty: 4561.234863
	Iteration 6Q: 3 clusters Score -1183589 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1183792.875000 Penalty: 4561.234863
	Iteration 7Q: 3 clusters Score -1183793 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1183985.500000 Penalty: 4561.234863
	Iteration 8Q: 3 clusters Score -1183986 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1184194.125000 Penalty: 4561.234863
	Iteration 9Q: 3 clusters Score -1184194 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1184406.875000 Penalty: 4561.234863
	Iteration 10Q: 3 clusters Score -1184407 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1184595.625000 Penalty: 4561.234863
	Iteration 11Q: 3 clusters Score -1184596 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1184781.250000 Penalty: 4561.234863
	Iteration 12Q: 3 clusters Score -1184781 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1184991.125000 Penalty: 4561.234863
	Iteration 13Q: 3 clusters Score -1184991 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1185219.000000 Penalty: 4561.234863
	Iteration 14Q: 3 clusters Score -1185219 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1185468.500000 Penalty: 4561.234863
	Iteration 15Q: 3 clusters Score -1185468 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1185673.625000 Penalty: 4561.234863
	Iteration 16Q: 3 clusters Score -1185674 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1185848.750000 Penalty: 4561.234863
	Iteration 17Q: 3 clusters Score -1185849 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1186027.500000 Penalty: 4561.234863
	Iteration 18Q: 3 clusters Score -1186028 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1186173.500000 Penalty: 4561.234863
	Iteration 19Q: 3 clusters Score -1186174 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1186277.250000 Penalty: 4561.234863
	Iteration 20F: 3 clusters Score -1186277 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1186351.000000 Penalty: 4561.234863
	Iteration 21Q: 3 clusters Score -1186351 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1186412.375000 Penalty: 4561.234863
	Iteration 22Q: 3 clusters Score -1186412 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1186466.750000 Penalty: 4561.234863
	Iteration 23Q: 3 clusters Score -1186467 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1186507.625000 Penalty: 4561.234863
	Iteration 24Q: 3 clusters Score -1186508 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1186539.000000 Penalty: 4561.234863
	Iteration 25Q: 3 clusters Score -1186539 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1186560.250000 Penalty: 4561.234863
	Iteration 26Q: 3 clusters Score -1186560 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1186573.125000 Penalty: 4561.234863
	Iteration 27Q: 3 clusters Score -1186573 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1186588.375000 Penalty: 4561.234863
	Iteration 28Q: 3 clusters Score -1186588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1186600.125000 Penalty: 4561.234863
	Iteration 29Q: 3 clusters Score -1186600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1186608.000000 Penalty: 4561.234863
	Iteration 30Q: 3 clusters Score -1186608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1186615.250000 Penalty: 4561.234863
	Iteration 31Q: 3 clusters Score -1186615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1186619.875000 Penalty: 4561.234863
	Iteration 32Q: 3 clusters Score -1186620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1186628.000000 Penalty: 4561.234863
	Iteration 33Q: 3 clusters Score -1186628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1186629.625000 Penalty: 4561.234863
	Iteration 34Q: 3 clusters Score -1186630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1186628.000000 Penalty: 4561.234863
	Iteration 35Q: 3 clusters Score -1186628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1186640.125000 Penalty: 4561.234863
	Iteration 36Q: 3 clusters Score -1186640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1186647.375000 Penalty: 4561.234863
	Iteration 37Q: 3 clusters Score -1186647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1186648.125000 Penalty: 4561.234863
	Iteration 38Q: 3 clusters Score -1186648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1186652.500000 Penalty: 4561.234863
	Iteration 39Q: 3 clusters Score -1186652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1186656.375000 Penalty: 4561.234863
	Iteration 40F: 3 clusters Score -1186656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1186659.875000 Penalty: 4561.234863
	Iteration 41Q: 3 clusters Score -1186660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1186666.000000 Penalty: 4561.234863
	Iteration 42Q: 3 clusters Score -1186666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1186666.625000 Penalty: 4561.234863
	Iteration 43Q: 3 clusters Score -1186667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1186671.125000 Penalty: 4561.234863
	Iteration 44Q: 3 clusters Score -1186671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1186671.875000 Penalty: 4561.234863
	Iteration 45Q: 3 clusters Score -1186672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1186671.750000 Penalty: 4561.234863
	Iteration 46Q: 3 clusters Score -1186672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1186671.500000 Penalty: 4561.234863
	Iteration 47Q: 3 clusters Score -1186672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1186672.250000 Penalty: 4561.234863
	Iteration 48Q: 3 clusters Score -1186672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1186675.500000 Penalty: 4561.234863
	Iteration 49Q: 3 clusters Score -1186676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1186673.250000 Penalty: 4561.234863
	Iteration 50Q: 3 clusters Score -1186673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1186675.250000 Penalty: 4561.234863
	Iteration 51Q: 3 clusters Score -1186675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1186675.500000 Penalty: 4561.234863
	Iteration 52Q: 3 clusters Score -1186676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1186676.250000 Penalty: 4561.234863
	Iteration 53Q: 3 clusters Score -1186676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1186676.625000 Penalty: 4561.234863
	Iteration 54Q: 3 clusters Score -1186677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1186680.625000 Penalty: 4561.234863
	Iteration 55Q: 3 clusters Score -1186681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1186680.875000 Penalty: 4561.234863
	Iteration 56Q: 3 clusters Score -1186681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1186679.000000 Penalty: 4561.234863
	Iteration 57Q: 3 clusters Score -1186679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1186676.750000 Penalty: 4561.234863
	Iteration 58Q: 3 clusters Score -1186677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1186677.750000 Penalty: 4561.234863
	Iteration 59Q: 3 clusters Score -1186678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1186678.625000 Penalty: 4561.234863
	Iteration 60F: 3 clusters Score -1186679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1186679.625000 Penalty: 4561.234863
	Iteration 61Q: 3 clusters Score -1186680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1186677.875000 Penalty: 4561.234863
	Iteration 62Q: 3 clusters Score -1186678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1186679.125000 Penalty: 4561.234863
	Iteration 63Q: 3 clusters Score -1186679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1186679.125000 Penalty: 4561.234863
	Iteration 64F: 3 clusters Score -1186679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Entering Unmasked Estep 
Score: -2710947.000000 Penalty: 2481.778564
	Iteration 0F: 2 clusters Score -2710947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2695486.750000 Penalty: 4963.557129
	Iteration 0F: 3 clusters Score -2695487 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2700792.750000 Penalty: 4963.557129
	Iteration 1F: 3 clusters Score -2700793 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2701183.000000 Penalty: 4963.557129
	Iteration 2F: 3 clusters Score -2701183 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2701518.000000 Penalty: 4963.557129
	Iteration 3Q: 3 clusters Score -2701518 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2701823.250000 Penalty: 4963.557129
	Iteration 4Q: 3 clusters Score -2701823 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2702161.250000 Penalty: 4963.557129
	Iteration 5Q: 3 clusters Score -2702161 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2702565.500000 Penalty: 4963.557129
	Iteration 6Q: 3 clusters Score -2702566 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2703056.750000 Penalty: 4963.557129
	Iteration 7Q: 3 clusters Score -2703057 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2703595.000000 Penalty: 4963.557129
	Iteration 8Q: 3 clusters Score -2703595 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2704155.500000 Penalty: 4963.557129
	Iteration 9Q: 3 clusters Score -2704156 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2704665.500000 Penalty: 4963.557129
	Iteration 10Q: 3 clusters Score -2704666 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2705124.500000 Penalty: 4963.557129
	Iteration 11Q: 3 clusters Score -2705124 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2705552.000000 Penalty: 4963.557129
	Iteration 12Q: 3 clusters Score -2705552 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2705938.500000 Penalty: 4963.557129
	Iteration 13Q: 3 clusters Score -2705938 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2706223.000000 Penalty: 4963.557129
	Iteration 14Q: 3 clusters Score -2706223 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2706459.250000 Penalty: 4963.557129
	Iteration 15Q: 3 clusters Score -2706459 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2706650.000000 Penalty: 4963.557129
	Iteration 16Q: 3 clusters Score -2706650 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2706789.250000 Penalty: 4963.557129
	Iteration 17Q: 3 clusters Score -2706789 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2706869.000000 Penalty: 4963.557129
	Iteration 18Q: 3 clusters Score -2706869 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2706919.250000 Penalty: 4963.557129
	Iteration 19Q: 3 clusters Score -2706919 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2706974.000000 Penalty: 4963.557129
	Iteration 20F: 3 clusters Score -2706974 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2707000.250000 Penalty: 4963.557129
	Iteration 21Q: 3 clusters Score -2707000 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2707036.000000 Penalty: 4963.557129
	Iteration 22Q: 3 clusters Score -2707036 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2707055.750000 Penalty: 4963.557129
	Iteration 23Q: 3 clusters Score -2707056 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2707092.000000 Penalty: 4963.557129
	Iteration 24Q: 3 clusters Score -2707092 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2707122.000000 Penalty: 4963.557129
	Iteration 25Q: 3 clusters Score -2707122 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2707140.750000 Penalty: 4963.557129
	Iteration 26Q: 3 clusters Score -2707141 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2707155.000000 Penalty: 4963.557129
	Iteration 27Q: 3 clusters Score -2707155 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2707160.250000 Penalty: 4963.557129
	Iteration 28Q: 3 clusters Score -2707160 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2707173.750000 Penalty: 4963.557129
	Iteration 29Q: 3 clusters Score -2707174 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2707190.250000 Penalty: 4963.557129
	Iteration 30Q: 3 clusters Score -2707190 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2707199.500000 Penalty: 4963.557129
	Iteration 31Q: 3 clusters Score -2707200 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2707210.750000 Penalty: 4963.557129
	Iteration 32Q: 3 clusters Score -2707211 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2707219.250000 Penalty: 4963.557129
	Iteration 33Q: 3 clusters Score -2707219 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2707220.500000 Penalty: 4963.557129
	Iteration 34Q: 3 clusters Score -2707220 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2707222.750000 Penalty: 4963.557129
	Iteration 35Q: 3 clusters Score -2707223 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2707236.500000 Penalty: 4963.557129
	Iteration 36Q: 3 clusters Score -2707236 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2707245.000000 Penalty: 4963.557129
	Iteration 37Q: 3 clusters Score -2707245 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2707249.500000 Penalty: 4963.557129
	Iteration 38Q: 3 clusters Score -2707250 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2707277.000000 Penalty: 4963.557129
	Iteration 39Q: 3 clusters Score -2707277 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2707291.000000 Penalty: 4963.557129
	Iteration 40F: 3 clusters Score -2707291 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2707300.750000 Penalty: 4963.557129
	Iteration 41Q: 3 clusters Score -2707301 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2707309.500000 Penalty: 4963.557129
	Iteration 42Q: 3 clusters Score -2707310 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2707328.750000 Penalty: 4963.557129
	Iteration 43Q: 3 clusters Score -2707329 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2707343.750000 Penalty: 4963.557129
	Iteration 44Q: 3 clusters Score -2707344 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2707367.500000 Penalty: 4963.557129
	Iteration 45Q: 3 clusters Score -2707368 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2707393.750000 Penalty: 4963.557129
	Iteration 46Q: 3 clusters Score -2707394 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2707400.250000 Penalty: 4963.557129
	Iteration 47Q: 3 clusters Score -2707400 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2707423.500000 Penalty: 4963.557129
	Iteration 48Q: 3 clusters Score -2707424 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2707456.500000 Penalty: 4963.557129
	Iteration 49Q: 3 clusters Score -2707456 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2707491.250000 Penalty: 4963.557129
	Iteration 50Q: 3 clusters Score -2707491 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2707519.750000 Penalty: 4963.557129
	Iteration 51Q: 3 clusters Score -2707520 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2707548.500000 Penalty: 4963.557129
	Iteration 52Q: 3 clusters Score -2707548 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2707596.250000 Penalty: 4963.557129
	Iteration 53Q: 3 clusters Score -2707596 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2707629.750000 Penalty: 4963.557129
	Iteration 54Q: 3 clusters Score -2707630 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2707689.500000 Penalty: 4963.557129
	Iteration 55Q: 3 clusters Score -2707690 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2707747.750000 Penalty: 4963.557129
	Iteration 56Q: 3 clusters Score -2707748 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2707813.000000 Penalty: 4963.557129
	Iteration 57Q: 3 clusters Score -2707813 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2707863.500000 Penalty: 4963.557129
	Iteration 58Q: 3 clusters Score -2707864 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2707915.500000 Penalty: 4963.557129
	Iteration 59Q: 3 clusters Score -2707916 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2707964.500000 Penalty: 4963.557129
	Iteration 60F: 3 clusters Score -2707964 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2708021.750000 Penalty: 4963.557129
	Iteration 61Q: 3 clusters Score -2708022 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2708082.750000 Penalty: 4963.557129
	Iteration 62Q: 3 clusters Score -2708083 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2708136.750000 Penalty: 4963.557129
	Iteration 63Q: 3 clusters Score -2708137 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2708200.750000 Penalty: 4963.557129
	Iteration 64Q: 3 clusters Score -2708201 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2708266.250000 Penalty: 4963.557129
	Iteration 65Q: 3 clusters Score -2708266 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -2708335.000000 Penalty: 4963.557129
	Iteration 66Q: 3 clusters Score -2708335 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2708384.250000 Penalty: 4963.557129
	Iteration 67Q: 3 clusters Score -2708384 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2708430.500000 Penalty: 4963.557129
	Iteration 68Q: 3 clusters Score -2708430 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2708477.000000 Penalty: 4963.557129
	Iteration 69Q: 3 clusters Score -2708477 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2708501.500000 Penalty: 4963.557129
	Iteration 70Q: 3 clusters Score -2708502 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2708540.750000 Penalty: 4963.557129
	Iteration 71Q: 3 clusters Score -2708541 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2708581.750000 Penalty: 4963.557129
	Iteration 72Q: 3 clusters Score -2708582 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -2708611.000000 Penalty: 4963.557129
	Iteration 73Q: 3 clusters Score -2708611 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2708638.250000 Penalty: 4963.557129
	Iteration 74Q: 3 clusters Score -2708638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -2708651.750000 Penalty: 4963.557129
	Iteration 75Q: 3 clusters Score -2708652 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2708678.500000 Penalty: 4963.557129
	Iteration 76Q: 3 clusters Score -2708678 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2708695.750000 Penalty: 4963.557129
	Iteration 77Q: 3 clusters Score -2708696 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2708721.000000 Penalty: 4963.557129
	Iteration 78Q: 3 clusters Score -2708721 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2708735.500000 Penalty: 4963.557129
	Iteration 79Q: 3 clusters Score -2708736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2708746.750000 Penalty: 4963.557129
	Iteration 80F: 3 clusters Score -2708747 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -2708761.750000 Penalty: 4963.557129
	Iteration 81Q: 3 clusters Score -2708762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2708770.500000 Penalty: 4963.557129
	Iteration 82Q: 3 clusters Score -2708770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2708782.750000 Penalty: 4963.557129
	Iteration 83Q: 3 clusters Score -2708783 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2708793.750000 Penalty: 4963.557129
	Iteration 84Q: 3 clusters Score -2708794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2708800.750000 Penalty: 4963.557129
	Iteration 85Q: 3 clusters Score -2708801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2708824.750000 Penalty: 4963.557129
	Iteration 86Q: 3 clusters Score -2708825 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2708832.000000 Penalty: 4963.557129
	Iteration 87Q: 3 clusters Score -2708832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -2708844.500000 Penalty: 4963.557129
	Iteration 88Q: 3 clusters Score -2708844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2708851.250000 Penalty: 4963.557129
	Iteration 89Q: 3 clusters Score -2708851 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2708859.750000 Penalty: 4963.557129
	Iteration 90Q: 3 clusters Score -2708860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2708864.750000 Penalty: 4963.557129
	Iteration 91Q: 3 clusters Score -2708865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2708876.750000 Penalty: 4963.557129
	Iteration 92Q: 3 clusters Score -2708877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -2708885.250000 Penalty: 4963.557129
	Iteration 93Q: 3 clusters Score -2708885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2708893.250000 Penalty: 4963.557129
	Iteration 94Q: 3 clusters Score -2708893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2708905.250000 Penalty: 4963.557129
	Iteration 95Q: 3 clusters Score -2708905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2708911.750000 Penalty: 4963.557129
	Iteration 96Q: 3 clusters Score -2708912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2708914.250000 Penalty: 4963.557129
	Iteration 97Q: 3 clusters Score -2708914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -2708919.750000 Penalty: 4963.557129
	Iteration 98Q: 3 clusters Score -2708920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -2708919.500000 Penalty: 4963.557129
	Iteration 99Q: 3 clusters Score -2708920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -2708924.000000 Penalty: 4963.557129
	Iteration 100F: 3 clusters Score -2708924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -2708926.750000 Penalty: 4963.557129
	Iteration 101Q: 3 clusters Score -2708927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2708927.750000 Penalty: 4963.557129
	Iteration 102Q: 3 clusters Score -2708928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2708929.000000 Penalty: 4963.557129
	Iteration 103Q: 3 clusters Score -2708929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -2708925.250000 Penalty: 4963.557129
	Iteration 104Q: 3 clusters Score -2708925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -2708926.250000 Penalty: 4963.557129
	Iteration 105Q: 3 clusters Score -2708926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -2708926.250000 Penalty: 4963.557129
	Iteration 106F: 3 clusters Score -2708926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Entering Unmasked Estep 
Score: -892044.937500 Penalty: 2247.624023
	Iteration 0F: 2 clusters Score -892044.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -885226.375000 Penalty: 4495.248047
	Iteration 0F: 3 clusters Score -885226.4 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -887306.937500 Penalty: 4495.248047
	Iteration 1F: 3 clusters Score -887306.9 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -887900.187500 Penalty: 4495.248047
	Iteration 2F: 3 clusters Score -887900.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -888490.687500 Penalty: 4495.248047
	Iteration 3F: 3 clusters Score -888490.7 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -889178.437500 Penalty: 4495.248047
	Iteration 4F: 3 clusters Score -889178.4 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -889927.687500 Penalty: 4495.248047
	Iteration 5F: 3 clusters Score -889927.7 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -890680.750000 Penalty: 4495.248047
	Iteration 6F: 3 clusters Score -890680.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -891356.562500 Penalty: 4495.248047
	Iteration 7F: 3 clusters Score -891356.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -891846.875000 Penalty: 4495.248047
	Iteration 8F: 3 clusters Score -891846.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -892113.750000 Penalty: 4495.248047
	Iteration 9Q: 3 clusters Score -892113.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -892248.687500 Penalty: 4495.248047
	Iteration 10Q: 3 clusters Score -892248.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -892311.375000 Penalty: 4495.248047
	Iteration 11Q: 3 clusters Score -892311.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -892351.875000 Penalty: 4495.248047
	Iteration 12Q: 3 clusters Score -892351.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -892384.750000 Penalty: 4495.248047
	Iteration 13Q: 3 clusters Score -892384.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -892425.937500 Penalty: 4495.248047
	Iteration 14Q: 3 clusters Score -892425.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -892469.875000 Penalty: 4495.248047
	Iteration 15Q: 3 clusters Score -892469.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -892501.500000 Penalty: 4495.248047
	Iteration 16Q: 3 clusters Score -892501.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -892537.562500 Penalty: 4495.248047
	Iteration 17Q: 3 clusters Score -892537.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -892564.250000 Penalty: 4495.248047
	Iteration 18Q: 3 clusters Score -892564.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -892581.812500 Penalty: 4495.248047
	Iteration 19Q: 3 clusters Score -892581.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -892594.062500 Penalty: 4495.248047
	Iteration 20F: 3 clusters Score -892594.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -892607.687500 Penalty: 4495.248047
	Iteration 21Q: 3 clusters Score -892607.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -892612.375000 Penalty: 4495.248047
	Iteration 22Q: 3 clusters Score -892612.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -892617.062500 Penalty: 4495.248047
	Iteration 23Q: 3 clusters Score -892617.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -892619.187500 Penalty: 4495.248047
	Iteration 24Q: 3 clusters Score -892619.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -892625.250000 Penalty: 4495.248047
	Iteration 25Q: 3 clusters Score -892625.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -892624.562500 Penalty: 4495.248047
	Iteration 26Q: 3 clusters Score -892624.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -892624.562500 Penalty: 4495.248047
	Iteration 27Q: 3 clusters Score -892624.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -892626.875000 Penalty: 4495.248047
	Iteration 28Q: 3 clusters Score -892626.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -892627.812500 Penalty: 4495.248047
	Iteration 29Q: 3 clusters Score -892627.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -892628.562500 Penalty: 4495.248047
	Iteration 30Q: 3 clusters Score -892628.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -892629.562500 Penalty: 4495.248047
	Iteration 31Q: 3 clusters Score -892629.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -892629.187500 Penalty: 4495.248047
	Iteration 32Q: 3 clusters Score -892629.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -892629.187500 Penalty: 4495.248047
	Iteration 33F: 3 clusters Score -892629.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 294982 members 
Mstep: Class 2 contains 56313 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 282918 members 
Mstep: Class 5 contains 9858 members 
Mstep: Class 6 contains 22185 members 
Mstep: Class 7 contains 5216 members 
Mstep: Class 8 contains 107317 members 
Mstep: Class 9 contains 31893 members 
Mstep: Class 10 contains 76669 members 
Mstep: Class 11 contains 21458 members 
Mstep: Class 12 contains 4199 members 
Mstep: Class 13 contains 22345 members 
Mstep: Class 14 contains 25093 members 
Mstep: Class 15 contains 152108 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13442 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 14440 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 6708 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84052 members 
Mstep: Class 27 contains 384 members 
Mstep: Class 28 contains 3414 members 
Entering Unmasked Estep 
Score: -154620944.000000 Penalty: 97617.203125
Splitting cluster 7 changes total score from -154621648.000000 to -154620944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (107317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107317 members 
Entering Unmasked Estep 
Score: -13487010.000000 Penalty: 2872.718262
	Iteration 0F: 2 clusters Score -1.348701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -13415143.000000 Penalty: 5745.436523
	Iteration 0F: 3 clusters Score -1.341514e+07 nChanged 51044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53883 members 
Mstep: Class 2 contains 53434 members 
Entering Unmasked Estep 
Score: -13444428.000000 Penalty: 5745.436523
	Iteration 1F: 3 clusters Score -1.344443e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 53095 members 
Entering Unmasked Estep 
Score: -13445332.000000 Penalty: 5745.436523
	Iteration 2Q: 3 clusters Score -1.344533e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -13446180.000000 Penalty: 5745.436523
	Iteration 3Q: 3 clusters Score -1.344618e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -13447426.000000 Penalty: 5745.436523
	Iteration 4Q: 3 clusters Score -1.344743e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56772 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -13448896.000000 Penalty: 5745.436523
	Iteration 5Q: 3 clusters Score -1.34489e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58411 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -13451292.000000 Penalty: 5745.436523
	Iteration 6Q: 3 clusters Score -1.345129e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60630 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -13454415.000000 Penalty: 5745.436523
	Iteration 7F: 3 clusters Score -1.345442e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63499 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -13458713.000000 Penalty: 5745.436523
	Iteration 8F: 3 clusters Score -1.345871e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66767 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -13463688.000000 Penalty: 5745.436523
	Iteration 9F: 3 clusters Score -1.346369e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69792 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -13468440.000000 Penalty: 5745.436523
	Iteration 10F: 3 clusters Score -1.346844e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72194 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -13471547.000000 Penalty: 5745.436523
	Iteration 11Q: 3 clusters Score -1.347155e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74249 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -13473155.000000 Penalty: 5745.436523
	Iteration 12Q: 3 clusters Score -1.347316e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76169 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -13474200.000000 Penalty: 5745.436523
	Iteration 13Q: 3 clusters Score -1.34742e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78017 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -13475076.000000 Penalty: 5745.436523
	Iteration 14Q: 3 clusters Score -1.347508e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79839 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -13475775.000000 Penalty: 5745.436523
	Iteration 15Q: 3 clusters Score -1.347578e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81512 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -13476424.000000 Penalty: 5745.436523
	Iteration 16Q: 3 clusters Score -1.347642e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83155 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -13477083.000000 Penalty: 5745.436523
	Iteration 17Q: 3 clusters Score -1.347708e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84706 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -13477644.000000 Penalty: 5745.436523
	Iteration 18Q: 3 clusters Score -1.347764e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86241 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -13478278.000000 Penalty: 5745.436523
	Iteration 19Q: 3 clusters Score -1.347828e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87699 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -13478824.000000 Penalty: 5745.436523
	Iteration 20F: 3 clusters Score -1.347882e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89077 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -13479242.000000 Penalty: 5745.436523
	Iteration 21Q: 3 clusters Score -1.347924e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90387 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -13479737.000000 Penalty: 5745.436523
	Iteration 22Q: 3 clusters Score -1.347974e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91627 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -13480153.000000 Penalty: 5745.436523
	Iteration 23Q: 3 clusters Score -1.348015e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92818 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -13480612.000000 Penalty: 5745.436523
	Iteration 24Q: 3 clusters Score -1.348061e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93966 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -13481082.000000 Penalty: 5745.436523
	Iteration 25Q: 3 clusters Score -1.348108e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95039 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -13481401.000000 Penalty: 5745.436523
	Iteration 26Q: 3 clusters Score -1.34814e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96053 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -13481778.000000 Penalty: 5745.436523
	Iteration 27Q: 3 clusters Score -1.348178e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96985 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -13482118.000000 Penalty: 5745.436523
	Iteration 28Q: 3 clusters Score -1.348212e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97879 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -13482481.000000 Penalty: 5745.436523
	Iteration 29Q: 3 clusters Score -1.348248e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98719 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -13482791.000000 Penalty: 5745.436523
	Iteration 30Q: 3 clusters Score -1.348279e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99524 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -13483181.000000 Penalty: 5745.436523
	Iteration 31Q: 3 clusters Score -1.348318e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100268 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -13483457.000000 Penalty: 5745.436523
	Iteration 32Q: 3 clusters Score -1.348346e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100874 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -13483664.000000 Penalty: 5745.436523
	Iteration 33Q: 3 clusters Score -1.348366e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101389 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -13483864.000000 Penalty: 5745.436523
	Iteration 34Q: 3 clusters Score -1.348386e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101837 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -13484021.000000 Penalty: 5745.436523
	Iteration 35Q: 3 clusters Score -1.348402e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102251 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -13484183.000000 Penalty: 5745.436523
	Iteration 36Q: 3 clusters Score -1.348418e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102624 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -13484289.000000 Penalty: 5745.436523
	Iteration 37Q: 3 clusters Score -1.348429e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102951 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -13484453.000000 Penalty: 5745.436523
	Iteration 38Q: 3 clusters Score -1.348445e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103257 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -13484610.000000 Penalty: 5745.436523
	Iteration 39Q: 3 clusters Score -1.348461e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103516 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -13484712.000000 Penalty: 5745.436523
	Iteration 40F: 3 clusters Score -1.348471e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103731 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -13484767.000000 Penalty: 5745.436523
	Iteration 41Q: 3 clusters Score -1.348477e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103919 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -13484834.000000 Penalty: 5745.436523
	Iteration 42Q: 3 clusters Score -1.348483e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104075 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -13484874.000000 Penalty: 5745.436523
	Iteration 43Q: 3 clusters Score -1.348487e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104193 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -13484899.000000 Penalty: 5745.436523
	Iteration 44Q: 3 clusters Score -1.34849e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104295 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -13484926.000000 Penalty: 5745.436523
	Iteration 45Q: 3 clusters Score -1.348493e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104385 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -13484982.000000 Penalty: 5745.436523
	Iteration 46Q: 3 clusters Score -1.348498e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104466 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -13485013.000000 Penalty: 5745.436523
	Iteration 47Q: 3 clusters Score -1.348501e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104554 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -13485036.000000 Penalty: 5745.436523
	Iteration 48Q: 3 clusters Score -1.348504e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104630 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -13485036.000000 Penalty: 5745.436523
	Iteration 49Q: 3 clusters Score -1.348504e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104686 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -13485050.000000 Penalty: 5745.436523
	Iteration 50Q: 3 clusters Score -1.348505e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104723 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -13485074.000000 Penalty: 5745.436523
	Iteration 51Q: 3 clusters Score -1.348507e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104762 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -13485082.000000 Penalty: 5745.436523
	Iteration 52Q: 3 clusters Score -1.348508e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104800 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -13485082.000000 Penalty: 5745.436523
	Iteration 53Q: 3 clusters Score -1.348508e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104839 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -13485092.000000 Penalty: 5745.436523
	Iteration 54Q: 3 clusters Score -1.348509e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104886 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -13485139.000000 Penalty: 5745.436523
	Iteration 55Q: 3 clusters Score -1.348514e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104930 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -13485141.000000 Penalty: 5745.436523
	Iteration 56Q: 3 clusters Score -1.348514e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104963 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -13485150.000000 Penalty: 5745.436523
	Iteration 57Q: 3 clusters Score -1.348515e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104988 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -13485141.000000 Penalty: 5745.436523
	Iteration 58Q: 3 clusters Score -1.348514e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105028 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -13485175.000000 Penalty: 5745.436523
	Iteration 59Q: 3 clusters Score -1.348518e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105065 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -13485197.000000 Penalty: 5745.436523
	Iteration 60F: 3 clusters Score -1.34852e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105093 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -13485172.000000 Penalty: 5745.436523
	Iteration 61Q: 3 clusters Score -1.348517e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105107 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -13485194.000000 Penalty: 5745.436523
	Iteration 62Q: 3 clusters Score -1.348519e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105132 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -13485200.000000 Penalty: 5745.436523
	Iteration 63Q: 3 clusters Score -1.34852e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105151 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -13485204.000000 Penalty: 5745.436523
	Iteration 64Q: 3 clusters Score -1.34852e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105170 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -13485198.000000 Penalty: 5745.436523
	Iteration 65Q: 3 clusters Score -1.34852e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105184 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -13485201.000000 Penalty: 5745.436523
	Iteration 66Q: 3 clusters Score -1.34852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105193 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -13485195.000000 Penalty: 5745.436523
	Iteration 67Q: 3 clusters Score -1.34852e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105204 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -13485217.000000 Penalty: 5745.436523
	Iteration 68Q: 3 clusters Score -1.348522e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105214 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -13485215.000000 Penalty: 5745.436523
	Iteration 69Q: 3 clusters Score -1.348522e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105232 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -13485209.000000 Penalty: 5745.436523
	Iteration 70Q: 3 clusters Score -1.348521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105241 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -13485218.000000 Penalty: 5745.436523
	Iteration 71Q: 3 clusters Score -1.348522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105247 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -13485225.000000 Penalty: 5745.436523
	Iteration 72Q: 3 clusters Score -1.348522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105251 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -13485224.000000 Penalty: 5745.436523
	Iteration 73Q: 3 clusters Score -1.348522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105255 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -13485234.000000 Penalty: 5745.436523
	Iteration 74Q: 3 clusters Score -1.348523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105256 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -13485229.000000 Penalty: 5745.436523
	Iteration 75Q: 3 clusters Score -1.348523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105259 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -13485235.000000 Penalty: 5745.436523
	Iteration 76Q: 3 clusters Score -1.348524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105260 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -13485229.000000 Penalty: 5745.436523
	Iteration 77Q: 3 clusters Score -1.348523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105262 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -13485228.000000 Penalty: 5745.436523
	Iteration 78Q: 3 clusters Score -1.348523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105263 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -13485235.000000 Penalty: 5745.436523
	Iteration 79Q: 3 clusters Score -1.348524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105265 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -13485238.000000 Penalty: 5745.436523
	Iteration 80F: 3 clusters Score -1.348524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105267 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -13485231.000000 Penalty: 5745.436523
	Iteration 81Q: 3 clusters Score -1.348523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105270 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -13485234.000000 Penalty: 5745.436523
	Iteration 82Q: 3 clusters Score -1.348523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105271 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -13485225.000000 Penalty: 5745.436523
	Iteration 83Q: 3 clusters Score -1.348522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105272 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -13485229.000000 Penalty: 5745.436523
	Iteration 84Q: 3 clusters Score -1.348523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105272 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -13485230.000000 Penalty: 5745.436523
	Iteration 85Q: 3 clusters Score -1.348523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105272 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -13485239.000000 Penalty: 5745.436523
	Iteration 86Q: 3 clusters Score -1.348524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105274 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -13485244.000000 Penalty: 5745.436523
	Iteration 87Q: 3 clusters Score -1.348524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105279 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -13485249.000000 Penalty: 5745.436523
	Iteration 88Q: 3 clusters Score -1.348525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105281 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -13485250.000000 Penalty: 5745.436523
	Iteration 89Q: 3 clusters Score -1.348525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105283 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -13485242.000000 Penalty: 5745.436523
	Iteration 90Q: 3 clusters Score -1.348524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105285 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -13485248.000000 Penalty: 5745.436523
	Iteration 91Q: 3 clusters Score -1.348525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105290 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -13485251.000000 Penalty: 5745.436523
	Iteration 92Q: 3 clusters Score -1.348525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105295 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -13485241.000000 Penalty: 5745.436523
	Iteration 93Q: 3 clusters Score -1.348524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105297 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -13485245.000000 Penalty: 5745.436523
	Iteration 94Q: 3 clusters Score -1.348524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105300 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -13485255.000000 Penalty: 5745.436523
	Iteration 95Q: 3 clusters Score -1.348526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105301 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -13485254.000000 Penalty: 5745.436523
	Iteration 96Q: 3 clusters Score -1.348525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105301 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -13485254.000000 Penalty: 5745.436523
	Iteration 97F: 3 clusters Score -1.348525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Entering Unmasked Estep 
Score: -3618924.500000 Penalty: 2571.795166
	Iteration 0F: 2 clusters Score -3618924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -3597127.750000 Penalty: 5143.590332
	Iteration 0F: 3 clusters Score -3597128 nChanged 14412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3605082.000000 Penalty: 5143.590332
	Iteration 1F: 3 clusters Score -3605082 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -3605730.000000 Penalty: 5143.590332
	Iteration 2F: 3 clusters Score -3605730 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -3606424.250000 Penalty: 5143.590332
	Iteration 3Q: 3 clusters Score -3606424 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -3607237.000000 Penalty: 5143.590332
	Iteration 4F: 3 clusters Score -3607237 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -3608227.000000 Penalty: 5143.590332
	Iteration 5F: 3 clusters Score -3608227 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -3609315.500000 Penalty: 5143.590332
	Iteration 6F: 3 clusters Score -3609316 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -3610465.000000 Penalty: 5143.590332
	Iteration 7F: 3 clusters Score -3610465 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -3611745.750000 Penalty: 5143.590332
	Iteration 8F: 3 clusters Score -3611746 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -3612913.500000 Penalty: 5143.590332
	Iteration 9F: 3 clusters Score -3612914 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3613841.000000 Penalty: 5143.590332
	Iteration 10Q: 3 clusters Score -3613841 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -3614454.750000 Penalty: 5143.590332
	Iteration 11Q: 3 clusters Score -3614455 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -3614815.250000 Penalty: 5143.590332
	Iteration 12Q: 3 clusters Score -3614815 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -3615054.000000 Penalty: 5143.590332
	Iteration 13Q: 3 clusters Score -3615054 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -3615239.500000 Penalty: 5143.590332
	Iteration 14Q: 3 clusters Score -3615240 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -3615392.500000 Penalty: 5143.590332
	Iteration 15Q: 3 clusters Score -3615392 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -3615533.500000 Penalty: 5143.590332
	Iteration 16Q: 3 clusters Score -3615534 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -3615657.750000 Penalty: 5143.590332
	Iteration 17Q: 3 clusters Score -3615658 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -3615757.500000 Penalty: 5143.590332
	Iteration 18Q: 3 clusters Score -3615758 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -3615843.750000 Penalty: 5143.590332
	Iteration 19Q: 3 clusters Score -3615844 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -3615920.500000 Penalty: 5143.590332
	Iteration 20F: 3 clusters Score -3615920 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -3615979.750000 Penalty: 5143.590332
	Iteration 21Q: 3 clusters Score -3615980 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -3616053.250000 Penalty: 5143.590332
	Iteration 22Q: 3 clusters Score -3616053 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -3616114.750000 Penalty: 5143.590332
	Iteration 23Q: 3 clusters Score -3616115 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3616183.500000 Penalty: 5143.590332
	Iteration 24Q: 3 clusters Score -3616184 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -3616228.250000 Penalty: 5143.590332
	Iteration 25Q: 3 clusters Score -3616228 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3616287.250000 Penalty: 5143.590332
	Iteration 26Q: 3 clusters Score -3616287 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -3616324.000000 Penalty: 5143.590332
	Iteration 27Q: 3 clusters Score -3616324 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -3616343.250000 Penalty: 5143.590332
	Iteration 28Q: 3 clusters Score -3616343 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3616378.500000 Penalty: 5143.590332
	Iteration 29Q: 3 clusters Score -3616378 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -3616387.750000 Penalty: 5143.590332
	Iteration 30Q: 3 clusters Score -3616388 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -3616408.000000 Penalty: 5143.590332
	Iteration 31Q: 3 clusters Score -3616408 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -3616429.250000 Penalty: 5143.590332
	Iteration 32Q: 3 clusters Score -3616429 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -3616444.000000 Penalty: 5143.590332
	Iteration 33Q: 3 clusters Score -3616444 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -3616481.750000 Penalty: 5143.590332
	Iteration 34Q: 3 clusters Score -3616482 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -3616482.750000 Penalty: 5143.590332
	Iteration 35Q: 3 clusters Score -3616483 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -3616507.750000 Penalty: 5143.590332
	Iteration 36Q: 3 clusters Score -3616508 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3616519.750000 Penalty: 5143.590332
	Iteration 37Q: 3 clusters Score -3616520 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -3616543.250000 Penalty: 5143.590332
	Iteration 38Q: 3 clusters Score -3616543 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -3616559.750000 Penalty: 5143.590332
	Iteration 39Q: 3 clusters Score -3616560 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -3616572.000000 Penalty: 5143.590332
	Iteration 40F: 3 clusters Score -3616572 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -3616588.500000 Penalty: 5143.590332
	Iteration 41Q: 3 clusters Score -3616588 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -3616593.750000 Penalty: 5143.590332
	Iteration 42Q: 3 clusters Score -3616594 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -3616588.750000 Penalty: 5143.590332
	Iteration 43Q: 3 clusters Score -3616589 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -3616602.250000 Penalty: 5143.590332
	Iteration 44Q: 3 clusters Score -3616602 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -3616610.500000 Penalty: 5143.590332
	Iteration 45Q: 3 clusters Score -3616610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -3616627.500000 Penalty: 5143.590332
	Iteration 46Q: 3 clusters Score -3616628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -3616638.500000 Penalty: 5143.590332
	Iteration 47Q: 3 clusters Score -3616638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -3616640.000000 Penalty: 5143.590332
	Iteration 48Q: 3 clusters Score -3616640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -3616648.000000 Penalty: 5143.590332
	Iteration 49Q: 3 clusters Score -3616648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -3616657.750000 Penalty: 5143.590332
	Iteration 50Q: 3 clusters Score -3616658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -3616665.500000 Penalty: 5143.590332
	Iteration 51Q: 3 clusters Score -3616666 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -3616680.000000 Penalty: 5143.590332
	Iteration 52Q: 3 clusters Score -3616680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -3616683.500000 Penalty: 5143.590332
	Iteration 53Q: 3 clusters Score -3616684 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -3616675.500000 Penalty: 5143.590332
	Iteration 54Q: 3 clusters Score -3616676 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -3616685.000000 Penalty: 5143.590332
	Iteration 55Q: 3 clusters Score -3616685 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -3616695.500000 Penalty: 5143.590332
	Iteration 56Q: 3 clusters Score -3616696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -3616700.000000 Penalty: 5143.590332
	Iteration 57Q: 3 clusters Score -3616700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -3616707.000000 Penalty: 5143.590332
	Iteration 58Q: 3 clusters Score -3616707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -3616708.250000 Penalty: 5143.590332
	Iteration 59Q: 3 clusters Score -3616708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -3616708.750000 Penalty: 5143.590332
	Iteration 60F: 3 clusters Score -3616709 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -3616708.500000 Penalty: 5143.590332
	Iteration 61Q: 3 clusters Score -3616708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -3616708.500000 Penalty: 5143.590332
	Iteration 62Q: 3 clusters Score -3616708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -3616718.250000 Penalty: 5143.590332
	Iteration 63Q: 3 clusters Score -3616718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -3616724.750000 Penalty: 5143.590332
	Iteration 64Q: 3 clusters Score -3616725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3616725.500000 Penalty: 5143.590332
	Iteration 65Q: 3 clusters Score -3616726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -3616725.000000 Penalty: 5143.590332
	Iteration 66Q: 3 clusters Score -3616725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -3616720.750000 Penalty: 5143.590332
	Iteration 67Q: 3 clusters Score -3616721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -3616728.000000 Penalty: 5143.590332
	Iteration 68Q: 3 clusters Score -3616728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -3616737.000000 Penalty: 5143.590332
	Iteration 69Q: 3 clusters Score -3616737 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -3616736.000000 Penalty: 5143.590332
	Iteration 70Q: 3 clusters Score -3616736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -3616735.250000 Penalty: 5143.590332
	Iteration 71Q: 3 clusters Score -3616735 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -3616746.000000 Penalty: 5143.590332
	Iteration 72Q: 3 clusters Score -3616746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -3616750.000000 Penalty: 5143.590332
	Iteration 73Q: 3 clusters Score -3616750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -3616751.000000 Penalty: 5143.590332
	Iteration 74Q: 3 clusters Score -3616751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -3616748.000000 Penalty: 5143.590332
	Iteration 75Q: 3 clusters Score -3616748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -3616749.000000 Penalty: 5143.590332
	Iteration 76Q: 3 clusters Score -3616749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -3616758.250000 Penalty: 5143.590332
	Iteration 77Q: 3 clusters Score -3616758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -3616758.000000 Penalty: 5143.590332
	Iteration 78Q: 3 clusters Score -3616758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -3616752.750000 Penalty: 5143.590332
	Iteration 79Q: 3 clusters Score -3616753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -3616756.750000 Penalty: 5143.590332
	Iteration 80F: 3 clusters Score -3616757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -3616757.500000 Penalty: 5143.590332
	Iteration 81Q: 3 clusters Score -3616758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -3616757.250000 Penalty: 5143.590332
	Iteration 82Q: 3 clusters Score -3616757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -3616763.000000 Penalty: 5143.590332
	Iteration 83Q: 3 clusters Score -3616763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -3616766.000000 Penalty: 5143.590332
	Iteration 84Q: 3 clusters Score -3616766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -3616766.250000 Penalty: 5143.590332
	Iteration 85Q: 3 clusters Score -3616766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -3616771.750000 Penalty: 5143.590332
	Iteration 86Q: 3 clusters Score -3616772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -3616762.000000 Penalty: 5143.590332
	Iteration 87Q: 3 clusters Score -3616762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -3616763.500000 Penalty: 5143.590332
	Iteration 88Q: 3 clusters Score -3616764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -3616759.000000 Penalty: 5143.590332
	Iteration 89Q: 3 clusters Score -3616759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -3616771.250000 Penalty: 5143.590332
	Iteration 90Q: 3 clusters Score -3616771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -3616775.750000 Penalty: 5143.590332
	Iteration 91Q: 3 clusters Score -3616776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -3616772.500000 Penalty: 5143.590332
	Iteration 92Q: 3 clusters Score -3616772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -3616773.750000 Penalty: 5143.590332
	Iteration 93Q: 3 clusters Score -3616774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -3616785.000000 Penalty: 5143.590332
	Iteration 94Q: 3 clusters Score -3616785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -3616795.000000 Penalty: 5143.590332
	Iteration 95Q: 3 clusters Score -3616795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -3616802.000000 Penalty: 5143.590332
	Iteration 96Q: 3 clusters Score -3616802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -3616793.250000 Penalty: 5143.590332
	Iteration 97Q: 3 clusters Score -3616793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -3616792.000000 Penalty: 5143.590332
	Iteration 98Q: 3 clusters Score -3616792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -3616809.250000 Penalty: 5143.590332
	Iteration 99Q: 3 clusters Score -3616809 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -3616814.750000 Penalty: 5143.590332
	Iteration 100F: 3 clusters Score -3616815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -3616821.000000 Penalty: 5143.590332
	Iteration 101Q: 3 clusters Score -3616821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -3616821.500000 Penalty: 5143.590332
	Iteration 102Q: 3 clusters Score -3616822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -3616821.500000 Penalty: 5143.590332
	Iteration 103Q: 3 clusters Score -3616822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -3616826.750000 Penalty: 5143.590332
	Iteration 104Q: 3 clusters Score -3616827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -3616832.250000 Penalty: 5143.590332
	Iteration 105Q: 3 clusters Score -3616832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -3616833.250000 Penalty: 5143.590332
	Iteration 106Q: 3 clusters Score -3616833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -3616836.000000 Penalty: 5143.590332
	Iteration 107Q: 3 clusters Score -3616836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -3616840.250000 Penalty: 5143.590332
	Iteration 108Q: 3 clusters Score -3616840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -3616838.250000 Penalty: 5143.590332
	Iteration 109Q: 3 clusters Score -3616838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -3616840.250000 Penalty: 5143.590332
	Iteration 110Q: 3 clusters Score -3616840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -3616841.000000 Penalty: 5143.590332
	Iteration 111Q: 3 clusters Score -3616841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -3616841.000000 Penalty: 5143.590332
	Iteration 112Q: 3 clusters Score -3616841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -3616838.750000 Penalty: 5143.590332
	Iteration 113Q: 3 clusters Score -3616839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -3616838.250000 Penalty: 5143.590332
	Iteration 114Q: 3 clusters Score -3616838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -3616845.250000 Penalty: 5143.590332
	Iteration 115Q: 3 clusters Score -3616845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -3616838.750000 Penalty: 5143.590332
	Iteration 116Q: 3 clusters Score -3616839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -3616842.000000 Penalty: 5143.590332
	Iteration 117Q: 3 clusters Score -3616842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -3616842.500000 Penalty: 5143.590332
	Iteration 118Q: 3 clusters Score -3616842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -3616836.750000 Penalty: 5143.590332
	Iteration 119Q: 3 clusters Score -3616837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -3616836.750000 Penalty: 5143.590332
	Iteration 120F: 3 clusters Score -3616837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76669 members 
Entering Unmasked Estep 
Score: -9273737.000000 Penalty: 2789.318604
	Iteration 0F: 2 clusters Score -9273737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -9222294.000000 Penalty: 5578.637207
	Iteration 0F: 3 clusters Score -9222294 nChanged 35949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -9242519.000000 Penalty: 5578.637207
	Iteration 1F: 3 clusters Score -9242519 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -9243049.000000 Penalty: 5578.637207
	Iteration 2Q: 3 clusters Score -9243049 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -9243534.000000 Penalty: 5578.637207
	Iteration 3Q: 3 clusters Score -9243534 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -9244058.000000 Penalty: 5578.637207
	Iteration 4Q: 3 clusters Score -9244058 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -9244620.000000 Penalty: 5578.637207
	Iteration 5Q: 3 clusters Score -9244620 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -9245425.000000 Penalty: 5578.637207
	Iteration 6Q: 3 clusters Score -9245425 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -9246527.000000 Penalty: 5578.637207
	Iteration 7Q: 3 clusters Score -9246527 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -9248180.000000 Penalty: 5578.637207
	Iteration 8Q: 3 clusters Score -9248180 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 51790 members 
Entering Unmasked Estep 
Score: -9250847.000000 Penalty: 5578.637207
	Iteration 9F: 3 clusters Score -9250847 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 56967 members 
Entering Unmasked Estep 
Score: -9254759.000000 Penalty: 5578.637207
	Iteration 10F: 3 clusters Score -9254759 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 62494 members 
Entering Unmasked Estep 
Score: -9259321.000000 Penalty: 5578.637207
	Iteration 11F: 3 clusters Score -9259321 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 67525 members 
Entering Unmasked Estep 
Score: -9263859.000000 Penalty: 5578.637207
	Iteration 12F: 3 clusters Score -9263859 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 71215 members 
Entering Unmasked Estep 
Score: -9267454.000000 Penalty: 5578.637207
	Iteration 13Q: 3 clusters Score -9267454 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 73236 members 
Entering Unmasked Estep 
Score: -9269390.000000 Penalty: 5578.637207
	Iteration 14Q: 3 clusters Score -9269390 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 74276 members 
Entering Unmasked Estep 
Score: -9270373.000000 Penalty: 5578.637207
	Iteration 15Q: 3 clusters Score -9270373 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 74834 members 
Entering Unmasked Estep 
Score: -9270808.000000 Penalty: 5578.637207
	Iteration 16Q: 3 clusters Score -9270808 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 75135 members 
Entering Unmasked Estep 
Score: -9271062.000000 Penalty: 5578.637207
	Iteration 17Q: 3 clusters Score -9271062 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 75355 members 
Entering Unmasked Estep 
Score: -9271252.000000 Penalty: 5578.637207
	Iteration 18Q: 3 clusters Score -9271252 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 75477 members 
Entering Unmasked Estep 
Score: -9271329.000000 Penalty: 5578.637207
	Iteration 19Q: 3 clusters Score -9271329 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 75551 members 
Entering Unmasked Estep 
Score: -9271357.000000 Penalty: 5578.637207
	Iteration 20F: 3 clusters Score -9271357 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 75615 members 
Entering Unmasked Estep 
Score: -9271395.000000 Penalty: 5578.637207
	Iteration 21Q: 3 clusters Score -9271395 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 75671 members 
Entering Unmasked Estep 
Score: -9271427.000000 Penalty: 5578.637207
	Iteration 22Q: 3 clusters Score -9271427 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 75711 members 
Entering Unmasked Estep 
Score: -9271448.000000 Penalty: 5578.637207
	Iteration 23Q: 3 clusters Score -9271448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 75733 members 
Entering Unmasked Estep 
Score: -9271462.000000 Penalty: 5578.637207
	Iteration 24Q: 3 clusters Score -9271462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 75754 members 
Entering Unmasked Estep 
Score: -9271488.000000 Penalty: 5578.637207
	Iteration 25Q: 3 clusters Score -9271488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 75775 members 
Entering Unmasked Estep 
Score: -9271505.000000 Penalty: 5578.637207
	Iteration 26Q: 3 clusters Score -9271505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 75794 members 
Entering Unmasked Estep 
Score: -9271515.000000 Penalty: 5578.637207
	Iteration 27Q: 3 clusters Score -9271515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 75808 members 
Entering Unmasked Estep 
Score: -9271533.000000 Penalty: 5578.637207
	Iteration 28Q: 3 clusters Score -9271533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -9271530.000000 Penalty: 5578.637207
	Iteration 29Q: 3 clusters Score -9271530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 75828 members 
Entering Unmasked Estep 
Score: -9271554.000000 Penalty: 5578.637207
	Iteration 30Q: 3 clusters Score -9271554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 75840 members 
Entering Unmasked Estep 
Score: -9271543.000000 Penalty: 5578.637207
	Iteration 31Q: 3 clusters Score -9271543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 75845 members 
Entering Unmasked Estep 
Score: -9271558.000000 Penalty: 5578.637207
	Iteration 32Q: 3 clusters Score -9271558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 75846 members 
Entering Unmasked Estep 
Score: -9271547.000000 Penalty: 5578.637207
	Iteration 33Q: 3 clusters Score -9271547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 75848 members 
Entering Unmasked Estep 
Score: -9271556.000000 Penalty: 5578.637207
	Iteration 34Q: 3 clusters Score -9271556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 75851 members 
Entering Unmasked Estep 
Score: -9271544.000000 Penalty: 5578.637207
	Iteration 35Q: 3 clusters Score -9271544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 75853 members 
Entering Unmasked Estep 
Score: -9271545.000000 Penalty: 5578.637207
	Iteration 36Q: 3 clusters Score -9271545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 75853 members 
Entering Unmasked Estep 
Score: -9271545.000000 Penalty: 5578.637207
	Iteration 37F: 3 clusters Score -9271545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Entering Unmasked Estep 
Score: -2687242.000000 Penalty: 2473.515625
	Iteration 0F: 2 clusters Score -2687242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2672270.750000 Penalty: 4947.031250
	Iteration 0F: 3 clusters Score -2672271 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2677408.500000 Penalty: 4947.031250
	Iteration 1F: 3 clusters Score -2677408 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2677909.500000 Penalty: 4947.031250
	Iteration 2F: 3 clusters Score -2677910 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2678467.000000 Penalty: 4947.031250
	Iteration 3F: 3 clusters Score -2678467 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2679130.250000 Penalty: 4947.031250
	Iteration 4F: 3 clusters Score -2679130 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2679920.750000 Penalty: 4947.031250
	Iteration 5F: 3 clusters Score -2679921 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2680970.000000 Penalty: 4947.031250
	Iteration 6F: 3 clusters Score -2680970 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2682025.250000 Penalty: 4947.031250
	Iteration 7F: 3 clusters Score -2682025 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2682933.500000 Penalty: 4947.031250
	Iteration 8F: 3 clusters Score -2682934 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2683675.500000 Penalty: 4947.031250
	Iteration 9Q: 3 clusters Score -2683676 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2684199.250000 Penalty: 4947.031250
	Iteration 10Q: 3 clusters Score -2684199 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2684576.750000 Penalty: 4947.031250
	Iteration 11Q: 3 clusters Score -2684577 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2684813.750000 Penalty: 4947.031250
	Iteration 12Q: 3 clusters Score -2684814 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2684966.750000 Penalty: 4947.031250
	Iteration 13Q: 3 clusters Score -2684967 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2685088.000000 Penalty: 4947.031250
	Iteration 14Q: 3 clusters Score -2685088 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2685146.250000 Penalty: 4947.031250
	Iteration 15Q: 3 clusters Score -2685146 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2685192.500000 Penalty: 4947.031250
	Iteration 16Q: 3 clusters Score -2685192 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2685229.750000 Penalty: 4947.031250
	Iteration 17Q: 3 clusters Score -2685230 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2685261.000000 Penalty: 4947.031250
	Iteration 18Q: 3 clusters Score -2685261 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2685291.250000 Penalty: 4947.031250
	Iteration 19Q: 3 clusters Score -2685291 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2685311.000000 Penalty: 4947.031250
	Iteration 20F: 3 clusters Score -2685311 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2685331.250000 Penalty: 4947.031250
	Iteration 21Q: 3 clusters Score -2685331 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2685350.500000 Penalty: 4947.031250
	Iteration 22Q: 3 clusters Score -2685350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2685358.250000 Penalty: 4947.031250
	Iteration 23Q: 3 clusters Score -2685358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2685365.750000 Penalty: 4947.031250
	Iteration 24Q: 3 clusters Score -2685366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2685368.750000 Penalty: 4947.031250
	Iteration 25Q: 3 clusters Score -2685369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2685381.750000 Penalty: 4947.031250
	Iteration 26Q: 3 clusters Score -2685382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2685381.750000 Penalty: 4947.031250
	Iteration 27Q: 3 clusters Score -2685382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2685383.250000 Penalty: 4947.031250
	Iteration 28Q: 3 clusters Score -2685383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2685386.750000 Penalty: 4947.031250
	Iteration 29Q: 3 clusters Score -2685387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2685386.500000 Penalty: 4947.031250
	Iteration 30Q: 3 clusters Score -2685386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2685389.000000 Penalty: 4947.031250
	Iteration 31Q: 3 clusters Score -2685389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2685393.750000 Penalty: 4947.031250
	Iteration 32Q: 3 clusters Score -2685394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2685401.750000 Penalty: 4947.031250
	Iteration 33Q: 3 clusters Score -2685402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2685401.250000 Penalty: 4947.031250
	Iteration 34Q: 3 clusters Score -2685401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2685402.500000 Penalty: 4947.031250
	Iteration 35Q: 3 clusters Score -2685402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2685410.500000 Penalty: 4947.031250
	Iteration 36Q: 3 clusters Score -2685410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2685415.000000 Penalty: 4947.031250
	Iteration 37Q: 3 clusters Score -2685415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2685419.250000 Penalty: 4947.031250
	Iteration 38Q: 3 clusters Score -2685419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2685420.250000 Penalty: 4947.031250
	Iteration 39Q: 3 clusters Score -2685420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2685425.250000 Penalty: 4947.031250
	Iteration 40F: 3 clusters Score -2685425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2685430.250000 Penalty: 4947.031250
	Iteration 41Q: 3 clusters Score -2685430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2685430.000000 Penalty: 4947.031250
	Iteration 42Q: 3 clusters Score -2685430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2685430.250000 Penalty: 4947.031250
	Iteration 43Q: 3 clusters Score -2685430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2685428.750000 Penalty: 4947.031250
	Iteration 44Q: 3 clusters Score -2685429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2685429.500000 Penalty: 4947.031250
	Iteration 45Q: 3 clusters Score -2685430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2685428.500000 Penalty: 4947.031250
	Iteration 46Q: 3 clusters Score -2685428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2685431.500000 Penalty: 4947.031250
	Iteration 47Q: 3 clusters Score -2685432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2685430.250000 Penalty: 4947.031250
	Iteration 48Q: 3 clusters Score -2685430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2685429.750000 Penalty: 4947.031250
	Iteration 49Q: 3 clusters Score -2685430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2685434.250000 Penalty: 4947.031250
	Iteration 50Q: 3 clusters Score -2685434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2685429.500000 Penalty: 4947.031250
	Iteration 51Q: 3 clusters Score -2685430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2685432.000000 Penalty: 4947.031250
	Iteration 52Q: 3 clusters Score -2685432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2685433.250000 Penalty: 4947.031250
	Iteration 53Q: 3 clusters Score -2685433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2685434.750000 Penalty: 4947.031250
	Iteration 54Q: 3 clusters Score -2685435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2685434.750000 Penalty: 4947.031250
	Iteration 55F: 3 clusters Score -2685435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Entering Unmasked Estep 
Score: -493604.750000 Penalty: 2068.965332
	Iteration 0F: 2 clusters Score -493604.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -489598.781250 Penalty: 4137.930664
	Iteration 0F: 3 clusters Score -489598.8 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -490517.500000 Penalty: 4137.930664
	Iteration 1F: 3 clusters Score -490517.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -490707.000000 Penalty: 4137.930664
	Iteration 2F: 3 clusters Score -490707 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -490825.375000 Penalty: 4137.930664
	Iteration 3Q: 3 clusters Score -490825.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -490916.468750 Penalty: 4137.930664
	Iteration 4Q: 3 clusters Score -490916.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -490997.343750 Penalty: 4137.930664
	Iteration 5Q: 3 clusters Score -490997.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -491071.656250 Penalty: 4137.930664
	Iteration 6Q: 3 clusters Score -491071.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -491134.625000 Penalty: 4137.930664
	Iteration 7Q: 3 clusters Score -491134.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -491201.218750 Penalty: 4137.930664
	Iteration 8Q: 3 clusters Score -491201.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -491260.875000 Penalty: 4137.930664
	Iteration 9Q: 3 clusters Score -491260.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -491298.250000 Penalty: 4137.930664
	Iteration 10Q: 3 clusters Score -491298.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -491326.000000 Penalty: 4137.930664
	Iteration 11Q: 3 clusters Score -491326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -491349.375000 Penalty: 4137.930664
	Iteration 12Q: 3 clusters Score -491349.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -491363.406250 Penalty: 4137.930664
	Iteration 13Q: 3 clusters Score -491363.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -491371.250000 Penalty: 4137.930664
	Iteration 14Q: 3 clusters Score -491371.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -491380.625000 Penalty: 4137.930664
	Iteration 15Q: 3 clusters Score -491380.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -491389.343750 Penalty: 4137.930664
	Iteration 16Q: 3 clusters Score -491389.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -491397.500000 Penalty: 4137.930664
	Iteration 17Q: 3 clusters Score -491397.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -491404.093750 Penalty: 4137.930664
	Iteration 18Q: 3 clusters Score -491404.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -491408.906250 Penalty: 4137.930664
	Iteration 19Q: 3 clusters Score -491408.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -491412.781250 Penalty: 4137.930664
	Iteration 20F: 3 clusters Score -491412.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -491412.812500 Penalty: 4137.930664
	Iteration 21Q: 3 clusters Score -491412.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -491414.625000 Penalty: 4137.930664
	Iteration 22Q: 3 clusters Score -491414.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -491416.593750 Penalty: 4137.930664
	Iteration 23Q: 3 clusters Score -491416.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -491417.750000 Penalty: 4137.930664
	Iteration 24Q: 3 clusters Score -491417.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -491419.031250 Penalty: 4137.930664
	Iteration 25Q: 3 clusters Score -491419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -491420.531250 Penalty: 4137.930664
	Iteration 26Q: 3 clusters Score -491420.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -491422.625000 Penalty: 4137.930664
	Iteration 27Q: 3 clusters Score -491422.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -491422.687500 Penalty: 4137.930664
	Iteration 28Q: 3 clusters Score -491422.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -491423.687500 Penalty: 4137.930664
	Iteration 29Q: 3 clusters Score -491423.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -491424.218750 Penalty: 4137.930664
	Iteration 30Q: 3 clusters Score -491424.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -491424.500000 Penalty: 4137.930664
	Iteration 31Q: 3 clusters Score -491424.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -491423.781250 Penalty: 4137.930664
	Iteration 32Q: 3 clusters Score -491423.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -491425.937500 Penalty: 4137.930664
	Iteration 33Q: 3 clusters Score -491425.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -491426.562500 Penalty: 4137.930664
	Iteration 34Q: 3 clusters Score -491426.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -491427.625000 Penalty: 4137.930664
	Iteration 35Q: 3 clusters Score -491427.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -491427.656250 Penalty: 4137.930664
	Iteration 36Q: 3 clusters Score -491427.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -491428.562500 Penalty: 4137.930664
	Iteration 37Q: 3 clusters Score -491428.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -491429.718750 Penalty: 4137.930664
	Iteration 38Q: 3 clusters Score -491429.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -491430.500000 Penalty: 4137.930664
	Iteration 39Q: 3 clusters Score -491430.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -491431.375000 Penalty: 4137.930664
	Iteration 40F: 3 clusters Score -491431.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -491431.468750 Penalty: 4137.930664
	Iteration 41Q: 3 clusters Score -491431.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -491431.156250 Penalty: 4137.930664
	Iteration 42Q: 3 clusters Score -491431.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -491432.031250 Penalty: 4137.930664
	Iteration 43Q: 3 clusters Score -491432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -491432.031250 Penalty: 4137.930664
	Iteration 44F: 3 clusters Score -491432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Entering Unmasked Estep 
Score: -2752358.750000 Penalty: 2483.560791
	Iteration 0F: 2 clusters Score -2752359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2736775.750000 Penalty: 4967.121582
	Iteration 0F: 3 clusters Score -2736776 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2742166.000000 Penalty: 4967.121582
	Iteration 1F: 3 clusters Score -2742166 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2742546.750000 Penalty: 4967.121582
	Iteration 2Q: 3 clusters Score -2742547 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2742852.750000 Penalty: 4967.121582
	Iteration 3Q: 3 clusters Score -2742853 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2743111.500000 Penalty: 4967.121582
	Iteration 4Q: 3 clusters Score -2743112 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2743336.000000 Penalty: 4967.121582
	Iteration 5Q: 3 clusters Score -2743336 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2743611.250000 Penalty: 4967.121582
	Iteration 6Q: 3 clusters Score -2743611 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2743947.500000 Penalty: 4967.121582
	Iteration 7Q: 3 clusters Score -2743948 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2744393.000000 Penalty: 4967.121582
	Iteration 8Q: 3 clusters Score -2744393 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2745018.500000 Penalty: 4967.121582
	Iteration 9Q: 3 clusters Score -2745018 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2745946.500000 Penalty: 4967.121582
	Iteration 10F: 3 clusters Score -2745946 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2747008.750000 Penalty: 4967.121582
	Iteration 11F: 3 clusters Score -2747009 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2748040.250000 Penalty: 4967.121582
	Iteration 12F: 3 clusters Score -2748040 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2748895.500000 Penalty: 4967.121582
	Iteration 13Q: 3 clusters Score -2748896 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -2749471.500000 Penalty: 4967.121582
	Iteration 14Q: 3 clusters Score -2749472 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2749790.750000 Penalty: 4967.121582
	Iteration 15Q: 3 clusters Score -2749791 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -2749950.000000 Penalty: 4967.121582
	Iteration 16Q: 3 clusters Score -2749950 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -2750054.250000 Penalty: 4967.121582
	Iteration 17Q: 3 clusters Score -2750054 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -2750145.750000 Penalty: 4967.121582
	Iteration 18Q: 3 clusters Score -2750146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2750186.500000 Penalty: 4967.121582
	Iteration 19Q: 3 clusters Score -2750186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -2750209.000000 Penalty: 4967.121582
	Iteration 20F: 3 clusters Score -2750209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -2750232.000000 Penalty: 4967.121582
	Iteration 21Q: 3 clusters Score -2750232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -2750246.500000 Penalty: 4967.121582
	Iteration 22Q: 3 clusters Score -2750246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -2750264.750000 Penalty: 4967.121582
	Iteration 23Q: 3 clusters Score -2750265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -2750272.000000 Penalty: 4967.121582
	Iteration 24Q: 3 clusters Score -2750272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2750274.750000 Penalty: 4967.121582
	Iteration 25Q: 3 clusters Score -2750275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2750276.500000 Penalty: 4967.121582
	Iteration 26Q: 3 clusters Score -2750276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -2750277.000000 Penalty: 4967.121582
	Iteration 27Q: 3 clusters Score -2750277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -2750280.750000 Penalty: 4967.121582
	Iteration 28Q: 3 clusters Score -2750281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -2750280.750000 Penalty: 4967.121582
	Iteration 29F: 3 clusters Score -2750281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Entering Unmasked Estep 
Score: -3026892.750000 Penalty: 2512.325439
	Iteration 0F: 2 clusters Score -3026893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -3009571.250000 Penalty: 5024.650879
	Iteration 0F: 3 clusters Score -3009571 nChanged 11145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -3015750.750000 Penalty: 5024.650879
	Iteration 1F: 3 clusters Score -3015751 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -3016346.750000 Penalty: 5024.650879
	Iteration 2F: 3 clusters Score -3016347 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -3017020.000000 Penalty: 5024.650879
	Iteration 3F: 3 clusters Score -3017020 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -3017713.250000 Penalty: 5024.650879
	Iteration 4Q: 3 clusters Score -3017713 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -3018471.750000 Penalty: 5024.650879
	Iteration 5F: 3 clusters Score -3018472 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3019155.000000 Penalty: 5024.650879
	Iteration 6F: 3 clusters Score -3019155 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -3019715.500000 Penalty: 5024.650879
	Iteration 7Q: 3 clusters Score -3019716 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -3020206.500000 Penalty: 5024.650879
	Iteration 8Q: 3 clusters Score -3020206 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -3020552.500000 Penalty: 5024.650879
	Iteration 9Q: 3 clusters Score -3020552 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -3020857.500000 Penalty: 5024.650879
	Iteration 10Q: 3 clusters Score -3020858 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -3021166.500000 Penalty: 5024.650879
	Iteration 11Q: 3 clusters Score -3021166 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -3021465.500000 Penalty: 5024.650879
	Iteration 12Q: 3 clusters Score -3021466 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -3021758.750000 Penalty: 5024.650879
	Iteration 13Q: 3 clusters Score -3021759 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -3022041.250000 Penalty: 5024.650879
	Iteration 14Q: 3 clusters Score -3022041 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -3022253.500000 Penalty: 5024.650879
	Iteration 15Q: 3 clusters Score -3022254 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -3022507.000000 Penalty: 5024.650879
	Iteration 16Q: 3 clusters Score -3022507 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -3022767.500000 Penalty: 5024.650879
	Iteration 17Q: 3 clusters Score -3022768 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -3023032.250000 Penalty: 5024.650879
	Iteration 18Q: 3 clusters Score -3023032 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3023273.000000 Penalty: 5024.650879
	Iteration 19Q: 3 clusters Score -3023273 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -3023459.000000 Penalty: 5024.650879
	Iteration 20F: 3 clusters Score -3023459 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -3023620.250000 Penalty: 5024.650879
	Iteration 21Q: 3 clusters Score -3023620 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -3023740.250000 Penalty: 5024.650879
	Iteration 22Q: 3 clusters Score -3023740 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -3023873.250000 Penalty: 5024.650879
	Iteration 23Q: 3 clusters Score -3023873 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -3023997.000000 Penalty: 5024.650879
	Iteration 24Q: 3 clusters Score -3023997 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -3024122.000000 Penalty: 5024.650879
	Iteration 25Q: 3 clusters Score -3024122 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -3024207.750000 Penalty: 5024.650879
	Iteration 26Q: 3 clusters Score -3024208 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -3024289.750000 Penalty: 5024.650879
	Iteration 27Q: 3 clusters Score -3024290 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -3024355.750000 Penalty: 5024.650879
	Iteration 28Q: 3 clusters Score -3024356 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -3024416.250000 Penalty: 5024.650879
	Iteration 29Q: 3 clusters Score -3024416 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -3024471.500000 Penalty: 5024.650879
	Iteration 30Q: 3 clusters Score -3024472 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -3024510.000000 Penalty: 5024.650879
	Iteration 31Q: 3 clusters Score -3024510 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -3024539.500000 Penalty: 5024.650879
	Iteration 32Q: 3 clusters Score -3024540 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -3024568.500000 Penalty: 5024.650879
	Iteration 33Q: 3 clusters Score -3024568 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3024596.750000 Penalty: 5024.650879
	Iteration 34Q: 3 clusters Score -3024597 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -3024630.750000 Penalty: 5024.650879
	Iteration 35Q: 3 clusters Score -3024631 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -3024653.250000 Penalty: 5024.650879
	Iteration 36Q: 3 clusters Score -3024653 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -3024677.750000 Penalty: 5024.650879
	Iteration 37Q: 3 clusters Score -3024678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -3024690.250000 Penalty: 5024.650879
	Iteration 38Q: 3 clusters Score -3024690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -3024707.250000 Penalty: 5024.650879
	Iteration 39Q: 3 clusters Score -3024707 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -3024710.750000 Penalty: 5024.650879
	Iteration 40F: 3 clusters Score -3024711 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -3024729.250000 Penalty: 5024.650879
	Iteration 41Q: 3 clusters Score -3024729 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -3024739.000000 Penalty: 5024.650879
	Iteration 42Q: 3 clusters Score -3024739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3024752.000000 Penalty: 5024.650879
	Iteration 43Q: 3 clusters Score -3024752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3024755.500000 Penalty: 5024.650879
	Iteration 44Q: 3 clusters Score -3024756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -3024754.750000 Penalty: 5024.650879
	Iteration 45Q: 3 clusters Score -3024755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -3024769.250000 Penalty: 5024.650879
	Iteration 46Q: 3 clusters Score -3024769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -3024768.750000 Penalty: 5024.650879
	Iteration 47Q: 3 clusters Score -3024769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -3024773.000000 Penalty: 5024.650879
	Iteration 48Q: 3 clusters Score -3024773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -3024781.750000 Penalty: 5024.650879
	Iteration 49Q: 3 clusters Score -3024782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -3024787.250000 Penalty: 5024.650879
	Iteration 50Q: 3 clusters Score -3024787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -3024790.250000 Penalty: 5024.650879
	Iteration 51Q: 3 clusters Score -3024790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -3024797.500000 Penalty: 5024.650879
	Iteration 52Q: 3 clusters Score -3024798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -3024799.500000 Penalty: 5024.650879
	Iteration 53Q: 3 clusters Score -3024800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -3024801.250000 Penalty: 5024.650879
	Iteration 54Q: 3 clusters Score -3024801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -3024803.000000 Penalty: 5024.650879
	Iteration 55Q: 3 clusters Score -3024803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -3024803.250000 Penalty: 5024.650879
	Iteration 56Q: 3 clusters Score -3024803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -3024811.000000 Penalty: 5024.650879
	Iteration 57Q: 3 clusters Score -3024811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -3024809.500000 Penalty: 5024.650879
	Iteration 58Q: 3 clusters Score -3024810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3024817.000000 Penalty: 5024.650879
	Iteration 59Q: 3 clusters Score -3024817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -3024824.750000 Penalty: 5024.650879
	Iteration 60F: 3 clusters Score -3024825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -3024828.750000 Penalty: 5024.650879
	Iteration 61Q: 3 clusters Score -3024829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -3024838.000000 Penalty: 5024.650879
	Iteration 62Q: 3 clusters Score -3024838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -3024841.250000 Penalty: 5024.650879
	Iteration 63Q: 3 clusters Score -3024841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -3024844.750000 Penalty: 5024.650879
	Iteration 64Q: 3 clusters Score -3024845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -3024843.250000 Penalty: 5024.650879
	Iteration 65Q: 3 clusters Score -3024843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -3024846.750000 Penalty: 5024.650879
	Iteration 66Q: 3 clusters Score -3024847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -3024850.000000 Penalty: 5024.650879
	Iteration 67Q: 3 clusters Score -3024850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -3024850.750000 Penalty: 5024.650879
	Iteration 68Q: 3 clusters Score -3024851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -3024853.750000 Penalty: 5024.650879
	Iteration 69Q: 3 clusters Score -3024854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -3024853.750000 Penalty: 5024.650879
	Iteration 70F: 3 clusters Score -3024854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (152108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152108 members 
Entering Unmasked Estep 
Score: -19052306.000000 Penalty: 2959.221924
	Iteration 0F: 2 clusters Score -1.905231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75761 members 
Mstep: Class 2 contains 76347 members 
Entering Unmasked Estep 
Score: -18950588.000000 Penalty: 5918.443848
	Iteration 0F: 3 clusters Score -1.895059e+07 nChanged 72719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71704 members 
Mstep: Class 2 contains 80404 members 
Entering Unmasked Estep 
Score: -18992656.000000 Penalty: 5918.443848
	Iteration 1F: 3 clusters Score -1.899266e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69180 members 
Mstep: Class 2 contains 82928 members 
Entering Unmasked Estep 
Score: -18994598.000000 Penalty: 5918.443848
	Iteration 2Q: 3 clusters Score -1.89946e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65586 members 
Mstep: Class 2 contains 86522 members 
Entering Unmasked Estep 
Score: -18997302.000000 Penalty: 5918.443848
	Iteration 3Q: 3 clusters Score -1.89973e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 91419 members 
Entering Unmasked Estep 
Score: -19001330.000000 Penalty: 5918.443848
	Iteration 4Q: 3 clusters Score -1.900133e+07 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 97645 members 
Entering Unmasked Estep 
Score: -19006960.000000 Penalty: 5918.443848
	Iteration 5F: 3 clusters Score -1.900696e+07 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 104974 members 
Entering Unmasked Estep 
Score: -19013614.000000 Penalty: 5918.443848
	Iteration 6F: 3 clusters Score -1.901361e+07 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 112976 members 
Entering Unmasked Estep 
Score: -19021062.000000 Penalty: 5918.443848
	Iteration 7F: 3 clusters Score -1.902106e+07 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 121129 members 
Entering Unmasked Estep 
Score: -19028474.000000 Penalty: 5918.443848
	Iteration 8F: 3 clusters Score -1.902847e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 128447 members 
Entering Unmasked Estep 
Score: -19034456.000000 Penalty: 5918.443848
	Iteration 9F: 3 clusters Score -1.903446e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 134659 members 
Entering Unmasked Estep 
Score: -19039076.000000 Penalty: 5918.443848
	Iteration 10Q: 3 clusters Score -1.903908e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 139581 members 
Entering Unmasked Estep 
Score: -19042548.000000 Penalty: 5918.443848
	Iteration 11Q: 3 clusters Score -1.904255e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 143293 members 
Entering Unmasked Estep 
Score: -19045004.000000 Penalty: 5918.443848
	Iteration 12Q: 3 clusters Score -1.9045e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 145921 members 
Entering Unmasked Estep 
Score: -19046732.000000 Penalty: 5918.443848
	Iteration 13Q: 3 clusters Score -1.904673e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 147724 members 
Entering Unmasked Estep 
Score: -19047802.000000 Penalty: 5918.443848
	Iteration 14Q: 3 clusters Score -1.90478e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 148876 members 
Entering Unmasked Estep 
Score: -19048492.000000 Penalty: 5918.443848
	Iteration 15Q: 3 clusters Score -1.904849e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 149609 members 
Entering Unmasked Estep 
Score: -19048870.000000 Penalty: 5918.443848
	Iteration 16Q: 3 clusters Score -1.904887e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 150117 members 
Entering Unmasked Estep 
Score: -19049114.000000 Penalty: 5918.443848
	Iteration 17Q: 3 clusters Score -1.904911e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 150450 members 
Entering Unmasked Estep 
Score: -19049330.000000 Penalty: 5918.443848
	Iteration 18Q: 3 clusters Score -1.904933e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 150662 members 
Entering Unmasked Estep 
Score: -19049446.000000 Penalty: 5918.443848
	Iteration 19Q: 3 clusters Score -1.904945e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 150802 members 
Entering Unmasked Estep 
Score: -19049502.000000 Penalty: 5918.443848
	Iteration 20F: 3 clusters Score -1.90495e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 150905 members 
Entering Unmasked Estep 
Score: -19049536.000000 Penalty: 5918.443848
	Iteration 21Q: 3 clusters Score -1.904954e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 150999 members 
Entering Unmasked Estep 
Score: -19049568.000000 Penalty: 5918.443848
	Iteration 22Q: 3 clusters Score -1.904957e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 151070 members 
Entering Unmasked Estep 
Score: -19049620.000000 Penalty: 5918.443848
	Iteration 23Q: 3 clusters Score -1.904962e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 151125 members 
Entering Unmasked Estep 
Score: -19049642.000000 Penalty: 5918.443848
	Iteration 24Q: 3 clusters Score -1.904964e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 151165 members 
Entering Unmasked Estep 
Score: -19049706.000000 Penalty: 5918.443848
	Iteration 25Q: 3 clusters Score -1.904971e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 151195 members 
Entering Unmasked Estep 
Score: -19049734.000000 Penalty: 5918.443848
	Iteration 26Q: 3 clusters Score -1.904973e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 151211 members 
Entering Unmasked Estep 
Score: -19049742.000000 Penalty: 5918.443848
	Iteration 27Q: 3 clusters Score -1.904974e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 151240 members 
Entering Unmasked Estep 
Score: -19049782.000000 Penalty: 5918.443848
	Iteration 28Q: 3 clusters Score -1.904978e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 151250 members 
Entering Unmasked Estep 
Score: -19049780.000000 Penalty: 5918.443848
	Iteration 29Q: 3 clusters Score -1.904978e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 151266 members 
Entering Unmasked Estep 
Score: -19049774.000000 Penalty: 5918.443848
	Iteration 30Q: 3 clusters Score -1.904977e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 151272 members 
Entering Unmasked Estep 
Score: -19049778.000000 Penalty: 5918.443848
	Iteration 31Q: 3 clusters Score -1.904978e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 151282 members 
Entering Unmasked Estep 
Score: -19049784.000000 Penalty: 5918.443848
	Iteration 32Q: 3 clusters Score -1.904978e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 151294 members 
Entering Unmasked Estep 
Score: -19049790.000000 Penalty: 5918.443848
	Iteration 33Q: 3 clusters Score -1.904979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 151300 members 
Entering Unmasked Estep 
Score: -19049810.000000 Penalty: 5918.443848
	Iteration 34Q: 3 clusters Score -1.904981e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 151303 members 
Entering Unmasked Estep 
Score: -19049830.000000 Penalty: 5918.443848
	Iteration 35Q: 3 clusters Score -1.904983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 151305 members 
Entering Unmasked Estep 
Score: -19049836.000000 Penalty: 5918.443848
	Iteration 36Q: 3 clusters Score -1.904984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 151314 members 
Entering Unmasked Estep 
Score: -19049856.000000 Penalty: 5918.443848
	Iteration 37Q: 3 clusters Score -1.904986e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 151323 members 
Entering Unmasked Estep 
Score: -19049848.000000 Penalty: 5918.443848
	Iteration 38Q: 3 clusters Score -1.904985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 151329 members 
Entering Unmasked Estep 
Score: -19049856.000000 Penalty: 5918.443848
	Iteration 39Q: 3 clusters Score -1.904986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 151330 members 
Entering Unmasked Estep 
Score: -19049860.000000 Penalty: 5918.443848
	Iteration 40F: 3 clusters Score -1.904986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 151331 members 
Entering Unmasked Estep 
Score: -19049854.000000 Penalty: 5918.443848
	Iteration 41Q: 3 clusters Score -1.904985e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 151335 members 
Entering Unmasked Estep 
Score: -19049854.000000 Penalty: 5918.443848
	Iteration 42Q: 3 clusters Score -1.904985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 151338 members 
Entering Unmasked Estep 
Score: -19049852.000000 Penalty: 5918.443848
	Iteration 43Q: 3 clusters Score -1.904985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 151337 members 
Entering Unmasked Estep 
Score: -19049856.000000 Penalty: 5918.443848
	Iteration 44Q: 3 clusters Score -1.904986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 151338 members 
Entering Unmasked Estep 
Score: -19049852.000000 Penalty: 5918.443848
	Iteration 45Q: 3 clusters Score -1.904985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 151339 members 
Entering Unmasked Estep 
Score: -19049848.000000 Penalty: 5918.443848
	Iteration 46Q: 3 clusters Score -1.904985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 151337 members 
Entering Unmasked Estep 
Score: -19049858.000000 Penalty: 5918.443848
	Iteration 47Q: 3 clusters Score -1.904986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 151339 members 
Entering Unmasked Estep 
Score: -19049842.000000 Penalty: 5918.443848
	Iteration 48Q: 3 clusters Score -1.904984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 151341 members 
Entering Unmasked Estep 
Score: -19049850.000000 Penalty: 5918.443848
	Iteration 49Q: 3 clusters Score -1.904985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 151341 members 
Entering Unmasked Estep 
Score: -19049850.000000 Penalty: 5918.443848
	Iteration 50F: 3 clusters Score -1.904985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -116718.640625 Penalty: 1769.847778
	Iteration 0F: 2 clusters Score -116718.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -114669.585938 Penalty: 3539.695557
	Iteration 0F: 3 clusters Score -114669.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -115181.406250 Penalty: 3539.695557
	Iteration 1F: 3 clusters Score -115181.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -115425.703125 Penalty: 3539.695557
	Iteration 2F: 3 clusters Score -115425.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -115638.867188 Penalty: 3539.695557
	Iteration 3F: 3 clusters Score -115638.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -115763.914062 Penalty: 3539.695557
	Iteration 4F: 3 clusters Score -115763.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -115879.265625 Penalty: 3539.695557
	Iteration 5Q: 3 clusters Score -115879.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -115996.460938 Penalty: 3539.695557
	Iteration 6Q: 3 clusters Score -115996.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -116087.312500 Penalty: 3539.695557
	Iteration 7Q: 3 clusters Score -116087.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -116148.101562 Penalty: 3539.695557
	Iteration 8Q: 3 clusters Score -116148.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -116190.312500 Penalty: 3539.695557
	Iteration 9Q: 3 clusters Score -116190.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -116217.281250 Penalty: 3539.695557
	Iteration 10Q: 3 clusters Score -116217.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -116230.695312 Penalty: 3539.695557
	Iteration 11Q: 3 clusters Score -116230.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -116243.390625 Penalty: 3539.695557
	Iteration 12Q: 3 clusters Score -116243.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -116252.648438 Penalty: 3539.695557
	Iteration 13Q: 3 clusters Score -116252.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -116254.898438 Penalty: 3539.695557
	Iteration 14Q: 3 clusters Score -116254.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -116258.843750 Penalty: 3539.695557
	Iteration 15Q: 3 clusters Score -116258.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -116260.343750 Penalty: 3539.695557
	Iteration 16Q: 3 clusters Score -116260.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -116262.429688 Penalty: 3539.695557
	Iteration 17Q: 3 clusters Score -116262.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -116262.429688 Penalty: 3539.695557
	Iteration 18F: 3 clusters Score -116262.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Entering Unmasked Estep 
Score: -1660581.125000 Penalty: 2357.522705
	Iteration 0F: 2 clusters Score -1660581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1650751.750000 Penalty: 4715.045410
	Iteration 0F: 3 clusters Score -1650752 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1653779.375000 Penalty: 4715.045410
	Iteration 1F: 3 clusters Score -1653779 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1654150.375000 Penalty: 4715.045410
	Iteration 2F: 3 clusters Score -1654150 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1654492.500000 Penalty: 4715.045410
	Iteration 3F: 3 clusters Score -1654492 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1654822.250000 Penalty: 4715.045410
	Iteration 4Q: 3 clusters Score -1654822 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1655147.000000 Penalty: 4715.045410
	Iteration 5Q: 3 clusters Score -1655147 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1655523.625000 Penalty: 4715.045410
	Iteration 6Q: 3 clusters Score -1655524 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1656012.875000 Penalty: 4715.045410
	Iteration 7Q: 3 clusters Score -1656013 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1656702.000000 Penalty: 4715.045410
	Iteration 8F: 3 clusters Score -1656702 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1657595.125000 Penalty: 4715.045410
	Iteration 9F: 3 clusters Score -1657595 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1658291.750000 Penalty: 4715.045410
	Iteration 10F: 3 clusters Score -1658292 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1658696.250000 Penalty: 4715.045410
	Iteration 11Q: 3 clusters Score -1658696 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1658893.250000 Penalty: 4715.045410
	Iteration 12Q: 3 clusters Score -1658893 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1658991.500000 Penalty: 4715.045410
	Iteration 13Q: 3 clusters Score -1658992 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1659056.750000 Penalty: 4715.045410
	Iteration 14Q: 3 clusters Score -1659057 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1659097.875000 Penalty: 4715.045410
	Iteration 15Q: 3 clusters Score -1659098 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1659125.500000 Penalty: 4715.045410
	Iteration 16Q: 3 clusters Score -1659126 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1659158.250000 Penalty: 4715.045410
	Iteration 17Q: 3 clusters Score -1659158 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1659195.500000 Penalty: 4715.045410
	Iteration 18Q: 3 clusters Score -1659196 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1659216.000000 Penalty: 4715.045410
	Iteration 19Q: 3 clusters Score -1659216 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1659234.625000 Penalty: 4715.045410
	Iteration 20F: 3 clusters Score -1659235 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1659254.000000 Penalty: 4715.045410
	Iteration 21Q: 3 clusters Score -1659254 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1659264.625000 Penalty: 4715.045410
	Iteration 22Q: 3 clusters Score -1659265 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1659276.500000 Penalty: 4715.045410
	Iteration 23Q: 3 clusters Score -1659276 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1659286.125000 Penalty: 4715.045410
	Iteration 24Q: 3 clusters Score -1659286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1659298.125000 Penalty: 4715.045410
	Iteration 25Q: 3 clusters Score -1659298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1659301.250000 Penalty: 4715.045410
	Iteration 26Q: 3 clusters Score -1659301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1659305.375000 Penalty: 4715.045410
	Iteration 27Q: 3 clusters Score -1659305 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1659317.500000 Penalty: 4715.045410
	Iteration 28Q: 3 clusters Score -1659318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1659319.375000 Penalty: 4715.045410
	Iteration 29Q: 3 clusters Score -1659319 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1659324.875000 Penalty: 4715.045410
	Iteration 30Q: 3 clusters Score -1659325 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1659327.750000 Penalty: 4715.045410
	Iteration 31Q: 3 clusters Score -1659328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1659334.125000 Penalty: 4715.045410
	Iteration 32Q: 3 clusters Score -1659334 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1659339.750000 Penalty: 4715.045410
	Iteration 33Q: 3 clusters Score -1659340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1659345.875000 Penalty: 4715.045410
	Iteration 34Q: 3 clusters Score -1659346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1659349.250000 Penalty: 4715.045410
	Iteration 35Q: 3 clusters Score -1659349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1659354.000000 Penalty: 4715.045410
	Iteration 36Q: 3 clusters Score -1659354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1659359.500000 Penalty: 4715.045410
	Iteration 37Q: 3 clusters Score -1659360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1659360.250000 Penalty: 4715.045410
	Iteration 38Q: 3 clusters Score -1659360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1659361.500000 Penalty: 4715.045410
	Iteration 39Q: 3 clusters Score -1659362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1659365.875000 Penalty: 4715.045410
	Iteration 40F: 3 clusters Score -1659366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1659370.250000 Penalty: 4715.045410
	Iteration 41Q: 3 clusters Score -1659370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1659376.500000 Penalty: 4715.045410
	Iteration 42Q: 3 clusters Score -1659376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1659379.250000 Penalty: 4715.045410
	Iteration 43Q: 3 clusters Score -1659379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1659382.375000 Penalty: 4715.045410
	Iteration 44Q: 3 clusters Score -1659382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1659383.125000 Penalty: 4715.045410
	Iteration 45Q: 3 clusters Score -1659383 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1659383.875000 Penalty: 4715.045410
	Iteration 46Q: 3 clusters Score -1659384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1659395.125000 Penalty: 4715.045410
	Iteration 47Q: 3 clusters Score -1659395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1659399.250000 Penalty: 4715.045410
	Iteration 48Q: 3 clusters Score -1659399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1659404.000000 Penalty: 4715.045410
	Iteration 49Q: 3 clusters Score -1659404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1659404.125000 Penalty: 4715.045410
	Iteration 50Q: 3 clusters Score -1659404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1659407.625000 Penalty: 4715.045410
	Iteration 51Q: 3 clusters Score -1659408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1659405.125000 Penalty: 4715.045410
	Iteration 52Q: 3 clusters Score -1659405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1659404.250000 Penalty: 4715.045410
	Iteration 53Q: 3 clusters Score -1659404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1659406.000000 Penalty: 4715.045410
	Iteration 54Q: 3 clusters Score -1659406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1659407.125000 Penalty: 4715.045410
	Iteration 55Q: 3 clusters Score -1659407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1659408.875000 Penalty: 4715.045410
	Iteration 56Q: 3 clusters Score -1659409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1659415.000000 Penalty: 4715.045410
	Iteration 57Q: 3 clusters Score -1659415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1659418.250000 Penalty: 4715.045410
	Iteration 58Q: 3 clusters Score -1659418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1659425.625000 Penalty: 4715.045410
	Iteration 59Q: 3 clusters Score -1659426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1659419.875000 Penalty: 4715.045410
	Iteration 60F: 3 clusters Score -1659420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1659421.000000 Penalty: 4715.045410
	Iteration 61Q: 3 clusters Score -1659421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1659430.750000 Penalty: 4715.045410
	Iteration 62Q: 3 clusters Score -1659431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1659431.500000 Penalty: 4715.045410
	Iteration 63Q: 3 clusters Score -1659432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1659437.375000 Penalty: 4715.045410
	Iteration 64Q: 3 clusters Score -1659437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1659444.000000 Penalty: 4715.045410
	Iteration 65Q: 3 clusters Score -1659444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1659448.625000 Penalty: 4715.045410
	Iteration 66Q: 3 clusters Score -1659449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1659448.250000 Penalty: 4715.045410
	Iteration 67Q: 3 clusters Score -1659448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1659447.375000 Penalty: 4715.045410
	Iteration 68Q: 3 clusters Score -1659447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1659447.375000 Penalty: 4715.045410
	Iteration 69Q: 3 clusters Score -1659447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1659449.125000 Penalty: 4715.045410
	Iteration 70Q: 3 clusters Score -1659449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1659447.250000 Penalty: 4715.045410
	Iteration 71Q: 3 clusters Score -1659447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1659448.250000 Penalty: 4715.045410
	Iteration 72Q: 3 clusters Score -1659448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1659447.500000 Penalty: 4715.045410
	Iteration 73Q: 3 clusters Score -1659448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1659447.500000 Penalty: 4715.045410
	Iteration 74F: 3 clusters Score -1659448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Entering Unmasked Estep 
Score: -193941.453125 Penalty: 1845.592896
	Iteration 0F: 2 clusters Score -193941.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -191517.015625 Penalty: 3691.185791
	Iteration 0F: 3 clusters Score -191517 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -192012.421875 Penalty: 3691.185791
	Iteration 1F: 3 clusters Score -192012.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -192268.375000 Penalty: 3691.185791
	Iteration 2F: 3 clusters Score -192268.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -192598.890625 Penalty: 3691.185791
	Iteration 3F: 3 clusters Score -192598.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -192940.890625 Penalty: 3691.185791
	Iteration 4F: 3 clusters Score -192940.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -193188.531250 Penalty: 3691.185791
	Iteration 5F: 3 clusters Score -193188.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -193305.531250 Penalty: 3691.185791
	Iteration 6Q: 3 clusters Score -193305.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -193404.156250 Penalty: 3691.185791
	Iteration 7Q: 3 clusters Score -193404.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -193531.703125 Penalty: 3691.185791
	Iteration 8Q: 3 clusters Score -193531.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -193653.468750 Penalty: 3691.185791
	Iteration 9Q: 3 clusters Score -193653.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -193818.734375 Penalty: 3691.185791
	Iteration 10Q: 3 clusters Score -193818.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -194092.875000 Penalty: 3691.185791
	Iteration 11Q: 3 clusters Score -194092.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -194264.656250 Penalty: 3691.185791
	Iteration 12Q: 3 clusters Score -194264.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -194339.281250 Penalty: 3691.185791
	Iteration 13Q: 3 clusters Score -194339.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -194368.531250 Penalty: 3691.185791
	Iteration 14Q: 3 clusters Score -194368.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -194374.015625 Penalty: 3691.185791
	Iteration 15Q: 3 clusters Score -194374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -194374.015625 Penalty: 3691.185791
	Iteration 16F: 3 clusters Score -194374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 294982 members 
Mstep: Class 2 contains 56313 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 282918 members 
Mstep: Class 5 contains 9858 members 
Mstep: Class 6 contains 22185 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107317 members 
Mstep: Class 9 contains 31893 members 
Mstep: Class 10 contains 76669 members 
Mstep: Class 11 contains 21458 members 
Mstep: Class 12 contains 4199 members 
Mstep: Class 13 contains 22345 members 
Mstep: Class 14 contains 25093 members 
Mstep: Class 15 contains 152108 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13442 members 
Mstep: Class 18 contains 948 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 14440 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 6708 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84052 members 
Mstep: Class 27 contains 384 members 
Mstep: Class 28 contains 758 members 
Entering Unmasked Estep 
Score: -154620304.000000 Penalty: 97617.203125
Splitting cluster 18 changes total score from -154621648.000000 to -154620304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (3610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Entering Unmasked Estep 
Score: -411769.687500 Penalty: 2031.482910
	Iteration 0F: 2 clusters Score -411769.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -408097.937500 Penalty: 4062.965820
	Iteration 0F: 3 clusters Score -408097.9 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -408992.968750 Penalty: 4062.965820
	Iteration 1F: 3 clusters Score -408993 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -409247.125000 Penalty: 4062.965820
	Iteration 2F: 3 clusters Score -409247.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -409385.875000 Penalty: 4062.965820
	Iteration 3F: 3 clusters Score -409385.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -409483.906250 Penalty: 4062.965820
	Iteration 4Q: 3 clusters Score -409483.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -409574.718750 Penalty: 4062.965820
	Iteration 5Q: 3 clusters Score -409574.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -409650.125000 Penalty: 4062.965820
	Iteration 6Q: 3 clusters Score -409650.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -409706.000000 Penalty: 4062.965820
	Iteration 7Q: 3 clusters Score -409706 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -409764.906250 Penalty: 4062.965820
	Iteration 8Q: 3 clusters Score -409764.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -409818.843750 Penalty: 4062.965820
	Iteration 9Q: 3 clusters Score -409818.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -409856.312500 Penalty: 4062.965820
	Iteration 10Q: 3 clusters Score -409856.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -409897.531250 Penalty: 4062.965820
	Iteration 11Q: 3 clusters Score -409897.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -409924.687500 Penalty: 4062.965820
	Iteration 12Q: 3 clusters Score -409924.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -409954.312500 Penalty: 4062.965820
	Iteration 13Q: 3 clusters Score -409954.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -409984.406250 Penalty: 4062.965820
	Iteration 14Q: 3 clusters Score -409984.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -410005.000000 Penalty: 4062.965820
	Iteration 15Q: 3 clusters Score -410005 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -410023.468750 Penalty: 4062.965820
	Iteration 16Q: 3 clusters Score -410023.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -410042.843750 Penalty: 4062.965820
	Iteration 17Q: 3 clusters Score -410042.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -410064.531250 Penalty: 4062.965820
	Iteration 18Q: 3 clusters Score -410064.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -410078.125000 Penalty: 4062.965820
	Iteration 19Q: 3 clusters Score -410078.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -410087.937500 Penalty: 4062.965820
	Iteration 20F: 3 clusters Score -410087.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -410093.687500 Penalty: 4062.965820
	Iteration 21Q: 3 clusters Score -410093.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -410099.750000 Penalty: 4062.965820
	Iteration 22Q: 3 clusters Score -410099.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -410111.593750 Penalty: 4062.965820
	Iteration 23Q: 3 clusters Score -410111.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -410121.656250 Penalty: 4062.965820
	Iteration 24Q: 3 clusters Score -410121.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -410126.000000 Penalty: 4062.965820
	Iteration 25Q: 3 clusters Score -410126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -410131.093750 Penalty: 4062.965820
	Iteration 26Q: 3 clusters Score -410131.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -410137.062500 Penalty: 4062.965820
	Iteration 27Q: 3 clusters Score -410137.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -410142.531250 Penalty: 4062.965820
	Iteration 28Q: 3 clusters Score -410142.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -410147.343750 Penalty: 4062.965820
	Iteration 29Q: 3 clusters Score -410147.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -410156.531250 Penalty: 4062.965820
	Iteration 30Q: 3 clusters Score -410156.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -410166.875000 Penalty: 4062.965820
	Iteration 31Q: 3 clusters Score -410166.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -410174.437500 Penalty: 4062.965820
	Iteration 32Q: 3 clusters Score -410174.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -410179.468750 Penalty: 4062.965820
	Iteration 33Q: 3 clusters Score -410179.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -410183.968750 Penalty: 4062.965820
	Iteration 34Q: 3 clusters Score -410184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -410187.343750 Penalty: 4062.965820
	Iteration 35Q: 3 clusters Score -410187.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -410187.937500 Penalty: 4062.965820
	Iteration 36Q: 3 clusters Score -410187.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -410189.937500 Penalty: 4062.965820
	Iteration 37Q: 3 clusters Score -410189.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -410192.281250 Penalty: 4062.965820
	Iteration 38Q: 3 clusters Score -410192.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -410194.093750 Penalty: 4062.965820
	Iteration 39Q: 3 clusters Score -410194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -410194.093750 Penalty: 4062.965820
	Iteration 40F: 3 clusters Score -410194.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -410195.062500 Penalty: 4062.965820
	Iteration 41Q: 3 clusters Score -410195.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -410195.062500 Penalty: 4062.965820
	Iteration 42F: 3 clusters Score -410195.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Entering Unmasked Estep 
Score: -1720747.625000 Penalty: 2375.283936
	Iteration 0F: 2 clusters Score -1720748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1710252.375000 Penalty: 4750.567871
	Iteration 0F: 3 clusters Score -1710252 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1713673.875000 Penalty: 4750.567871
	Iteration 1F: 3 clusters Score -1713674 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1714289.750000 Penalty: 4750.567871
	Iteration 2F: 3 clusters Score -1714290 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1715011.500000 Penalty: 4750.567871
	Iteration 3F: 3 clusters Score -1715012 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1715694.500000 Penalty: 4750.567871
	Iteration 4F: 3 clusters Score -1715694 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1716274.000000 Penalty: 4750.567871
	Iteration 5F: 3 clusters Score -1716274 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1716788.875000 Penalty: 4750.567871
	Iteration 6F: 3 clusters Score -1716789 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1717339.750000 Penalty: 4750.567871
	Iteration 7F: 3 clusters Score -1717340 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1717831.000000 Penalty: 4750.567871
	Iteration 8Q: 3 clusters Score -1717831 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1718183.000000 Penalty: 4750.567871
	Iteration 9Q: 3 clusters Score -1718183 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1718424.750000 Penalty: 4750.567871
	Iteration 10Q: 3 clusters Score -1718425 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1718604.625000 Penalty: 4750.567871
	Iteration 11Q: 3 clusters Score -1718605 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1718731.000000 Penalty: 4750.567871
	Iteration 12Q: 3 clusters Score -1718731 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1718822.625000 Penalty: 4750.567871
	Iteration 13Q: 3 clusters Score -1718823 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1718902.500000 Penalty: 4750.567871
	Iteration 14Q: 3 clusters Score -1718902 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1718982.875000 Penalty: 4750.567871
	Iteration 15Q: 3 clusters Score -1718983 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1719071.625000 Penalty: 4750.567871
	Iteration 16Q: 3 clusters Score -1719072 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1719142.375000 Penalty: 4750.567871
	Iteration 17Q: 3 clusters Score -1719142 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1719185.125000 Penalty: 4750.567871
	Iteration 18Q: 3 clusters Score -1719185 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1719222.625000 Penalty: 4750.567871
	Iteration 19Q: 3 clusters Score -1719223 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1719250.125000 Penalty: 4750.567871
	Iteration 20F: 3 clusters Score -1719250 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1719269.500000 Penalty: 4750.567871
	Iteration 21Q: 3 clusters Score -1719270 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1719275.000000 Penalty: 4750.567871
	Iteration 22Q: 3 clusters Score -1719275 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1719292.625000 Penalty: 4750.567871
	Iteration 23Q: 3 clusters Score -1719293 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1719302.875000 Penalty: 4750.567871
	Iteration 24Q: 3 clusters Score -1719303 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1719304.500000 Penalty: 4750.567871
	Iteration 25Q: 3 clusters Score -1719304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1719317.125000 Penalty: 4750.567871
	Iteration 26Q: 3 clusters Score -1719317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1719324.625000 Penalty: 4750.567871
	Iteration 27Q: 3 clusters Score -1719325 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1719334.875000 Penalty: 4750.567871
	Iteration 28Q: 3 clusters Score -1719335 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1719346.875000 Penalty: 4750.567871
	Iteration 29Q: 3 clusters Score -1719347 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1719358.625000 Penalty: 4750.567871
	Iteration 30Q: 3 clusters Score -1719359 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1719370.125000 Penalty: 4750.567871
	Iteration 31Q: 3 clusters Score -1719370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1719376.375000 Penalty: 4750.567871
	Iteration 32Q: 3 clusters Score -1719376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1719374.125000 Penalty: 4750.567871
	Iteration 33Q: 3 clusters Score -1719374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1719377.375000 Penalty: 4750.567871
	Iteration 34Q: 3 clusters Score -1719377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1719374.875000 Penalty: 4750.567871
	Iteration 35Q: 3 clusters Score -1719375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1719381.625000 Penalty: 4750.567871
	Iteration 36Q: 3 clusters Score -1719382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1719384.000000 Penalty: 4750.567871
	Iteration 37Q: 3 clusters Score -1719384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1719383.625000 Penalty: 4750.567871
	Iteration 38Q: 3 clusters Score -1719384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1719383.000000 Penalty: 4750.567871
	Iteration 39Q: 3 clusters Score -1719383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1719386.250000 Penalty: 4750.567871
	Iteration 40F: 3 clusters Score -1719386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1719387.625000 Penalty: 4750.567871
	Iteration 41Q: 3 clusters Score -1719388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1719387.500000 Penalty: 4750.567871
	Iteration 42Q: 3 clusters Score -1719388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1719392.125000 Penalty: 4750.567871
	Iteration 43Q: 3 clusters Score -1719392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1719391.875000 Penalty: 4750.567871
	Iteration 44Q: 3 clusters Score -1719392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1719389.500000 Penalty: 4750.567871
	Iteration 45Q: 3 clusters Score -1719390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1719391.250000 Penalty: 4750.567871
	Iteration 46Q: 3 clusters Score -1719391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1719389.375000 Penalty: 4750.567871
	Iteration 47Q: 3 clusters Score -1719389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1719394.125000 Penalty: 4750.567871
	Iteration 48Q: 3 clusters Score -1719394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1719393.000000 Penalty: 4750.567871
	Iteration 49Q: 3 clusters Score -1719393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1719390.875000 Penalty: 4750.567871
	Iteration 50Q: 3 clusters Score -1719391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1719392.125000 Penalty: 4750.567871
	Iteration 51Q: 3 clusters Score -1719392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1719389.000000 Penalty: 4750.567871
	Iteration 52Q: 3 clusters Score -1719389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1719388.000000 Penalty: 4750.567871
	Iteration 53Q: 3 clusters Score -1719388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1719388.000000 Penalty: 4750.567871
	Iteration 54F: 3 clusters Score -1719388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -28581.498047 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -28581.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27318.253906 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -27318.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27412.810547 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -27412.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27445.705078 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -27445.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27459.185547 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -27459.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27469.097656 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -27469.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27469.097656 Penalty: 2778.651123
	Iteration 5F: 3 clusters Score -27469.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Entering Unmasked Estep 
Score: -476081.625000 Penalty: 2051.534180
	Iteration 0F: 2 clusters Score -476081.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -472253.718750 Penalty: 4103.068359
	Iteration 0F: 3 clusters Score -472253.7 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -473083.125000 Penalty: 4103.068359
	Iteration 1F: 3 clusters Score -473083.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -473290.281250 Penalty: 4103.068359
	Iteration 2F: 3 clusters Score -473290.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -473417.593750 Penalty: 4103.068359
	Iteration 3Q: 3 clusters Score -473417.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -473538.781250 Penalty: 4103.068359
	Iteration 4Q: 3 clusters Score -473538.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -473650.718750 Penalty: 4103.068359
	Iteration 5Q: 3 clusters Score -473650.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -473738.687500 Penalty: 4103.068359
	Iteration 6Q: 3 clusters Score -473738.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -473810.406250 Penalty: 4103.068359
	Iteration 7Q: 3 clusters Score -473810.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -473877.125000 Penalty: 4103.068359
	Iteration 8Q: 3 clusters Score -473877.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -473932.187500 Penalty: 4103.068359
	Iteration 9Q: 3 clusters Score -473932.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -473988.968750 Penalty: 4103.068359
	Iteration 10Q: 3 clusters Score -473989 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -474040.156250 Penalty: 4103.068359
	Iteration 11Q: 3 clusters Score -474040.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -474077.656250 Penalty: 4103.068359
	Iteration 12Q: 3 clusters Score -474077.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -474103.500000 Penalty: 4103.068359
	Iteration 13Q: 3 clusters Score -474103.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -474124.718750 Penalty: 4103.068359
	Iteration 14Q: 3 clusters Score -474124.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -474142.875000 Penalty: 4103.068359
	Iteration 15Q: 3 clusters Score -474142.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -474162.718750 Penalty: 4103.068359
	Iteration 16Q: 3 clusters Score -474162.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -474180.718750 Penalty: 4103.068359
	Iteration 17Q: 3 clusters Score -474180.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -474203.468750 Penalty: 4103.068359
	Iteration 18Q: 3 clusters Score -474203.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -474218.843750 Penalty: 4103.068359
	Iteration 19Q: 3 clusters Score -474218.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -474238.718750 Penalty: 4103.068359
	Iteration 20F: 3 clusters Score -474238.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -474258.625000 Penalty: 4103.068359
	Iteration 21Q: 3 clusters Score -474258.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -474271.656250 Penalty: 4103.068359
	Iteration 22Q: 3 clusters Score -474271.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -474282.781250 Penalty: 4103.068359
	Iteration 23Q: 3 clusters Score -474282.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -474298.406250 Penalty: 4103.068359
	Iteration 24Q: 3 clusters Score -474298.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -474317.875000 Penalty: 4103.068359
	Iteration 25Q: 3 clusters Score -474317.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -474331.562500 Penalty: 4103.068359
	Iteration 26Q: 3 clusters Score -474331.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -474346.093750 Penalty: 4103.068359
	Iteration 27Q: 3 clusters Score -474346.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -474357.875000 Penalty: 4103.068359
	Iteration 28Q: 3 clusters Score -474357.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -474366.437500 Penalty: 4103.068359
	Iteration 29Q: 3 clusters Score -474366.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -474377.875000 Penalty: 4103.068359
	Iteration 30Q: 3 clusters Score -474377.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -474386.812500 Penalty: 4103.068359
	Iteration 31Q: 3 clusters Score -474386.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -474395.937500 Penalty: 4103.068359
	Iteration 32Q: 3 clusters Score -474395.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -474400.968750 Penalty: 4103.068359
	Iteration 33Q: 3 clusters Score -474401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -474402.781250 Penalty: 4103.068359
	Iteration 34Q: 3 clusters Score -474402.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -474405.812500 Penalty: 4103.068359
	Iteration 35Q: 3 clusters Score -474405.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -474405.812500 Penalty: 4103.068359
	Iteration 36F: 3 clusters Score -474405.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Entering Unmasked Estep 
Score: -843987.625000 Penalty: 2185.141846
	Iteration 0F: 2 clusters Score -843987.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -838465.000000 Penalty: 4370.283691
	Iteration 0F: 3 clusters Score -838465 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -839926.000000 Penalty: 4370.283691
	Iteration 1F: 3 clusters Score -839926 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -840204.750000 Penalty: 4370.283691
	Iteration 2F: 3 clusters Score -840204.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -840395.937500 Penalty: 4370.283691
	Iteration 3F: 3 clusters Score -840395.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -840553.250000 Penalty: 4370.283691
	Iteration 4Q: 3 clusters Score -840553.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -840680.750000 Penalty: 4370.283691
	Iteration 5Q: 3 clusters Score -840680.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -840786.875000 Penalty: 4370.283691
	Iteration 6Q: 3 clusters Score -840786.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -840863.437500 Penalty: 4370.283691
	Iteration 7Q: 3 clusters Score -840863.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -840939.500000 Penalty: 4370.283691
	Iteration 8Q: 3 clusters Score -840939.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -841020.562500 Penalty: 4370.283691
	Iteration 9Q: 3 clusters Score -841020.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -841095.812500 Penalty: 4370.283691
	Iteration 10Q: 3 clusters Score -841095.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -841151.687500 Penalty: 4370.283691
	Iteration 11Q: 3 clusters Score -841151.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -841197.625000 Penalty: 4370.283691
	Iteration 12Q: 3 clusters Score -841197.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -841248.125000 Penalty: 4370.283691
	Iteration 13Q: 3 clusters Score -841248.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -841306.687500 Penalty: 4370.283691
	Iteration 14Q: 3 clusters Score -841306.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -841360.187500 Penalty: 4370.283691
	Iteration 15Q: 3 clusters Score -841360.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -841412.375000 Penalty: 4370.283691
	Iteration 16Q: 3 clusters Score -841412.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -841455.750000 Penalty: 4370.283691
	Iteration 17Q: 3 clusters Score -841455.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -841493.187500 Penalty: 4370.283691
	Iteration 18Q: 3 clusters Score -841493.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -841531.125000 Penalty: 4370.283691
	Iteration 19Q: 3 clusters Score -841531.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -841561.625000 Penalty: 4370.283691
	Iteration 20F: 3 clusters Score -841561.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -841594.687500 Penalty: 4370.283691
	Iteration 21Q: 3 clusters Score -841594.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -841629.187500 Penalty: 4370.283691
	Iteration 22Q: 3 clusters Score -841629.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -841657.875000 Penalty: 4370.283691
	Iteration 23Q: 3 clusters Score -841657.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -841689.562500 Penalty: 4370.283691
	Iteration 24Q: 3 clusters Score -841689.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -841722.000000 Penalty: 4370.283691
	Iteration 25Q: 3 clusters Score -841722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -841751.937500 Penalty: 4370.283691
	Iteration 26Q: 3 clusters Score -841751.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -841780.625000 Penalty: 4370.283691
	Iteration 27Q: 3 clusters Score -841780.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -841795.375000 Penalty: 4370.283691
	Iteration 28Q: 3 clusters Score -841795.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -841808.625000 Penalty: 4370.283691
	Iteration 29Q: 3 clusters Score -841808.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -841823.062500 Penalty: 4370.283691
	Iteration 30Q: 3 clusters Score -841823.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -841834.750000 Penalty: 4370.283691
	Iteration 31Q: 3 clusters Score -841834.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -841846.312500 Penalty: 4370.283691
	Iteration 32Q: 3 clusters Score -841846.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -841855.250000 Penalty: 4370.283691
	Iteration 33Q: 3 clusters Score -841855.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -841865.875000 Penalty: 4370.283691
	Iteration 34Q: 3 clusters Score -841865.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -841877.875000 Penalty: 4370.283691
	Iteration 35Q: 3 clusters Score -841877.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -841888.375000 Penalty: 4370.283691
	Iteration 36Q: 3 clusters Score -841888.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -841894.375000 Penalty: 4370.283691
	Iteration 37Q: 3 clusters Score -841894.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -841900.437500 Penalty: 4370.283691
	Iteration 38Q: 3 clusters Score -841900.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -841909.750000 Penalty: 4370.283691
	Iteration 39Q: 3 clusters Score -841909.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -841916.437500 Penalty: 4370.283691
	Iteration 40F: 3 clusters Score -841916.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -841922.312500 Penalty: 4370.283691
	Iteration 41Q: 3 clusters Score -841922.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -841929.250000 Penalty: 4370.283691
	Iteration 42Q: 3 clusters Score -841929.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -841933.875000 Penalty: 4370.283691
	Iteration 43Q: 3 clusters Score -841933.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -841936.625000 Penalty: 4370.283691
	Iteration 44Q: 3 clusters Score -841936.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -841940.875000 Penalty: 4370.283691
	Iteration 45Q: 3 clusters Score -841940.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -841946.187500 Penalty: 4370.283691
	Iteration 46Q: 3 clusters Score -841946.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -841949.062500 Penalty: 4370.283691
	Iteration 47Q: 3 clusters Score -841949.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -841955.875000 Penalty: 4370.283691
	Iteration 48Q: 3 clusters Score -841955.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -841965.562500 Penalty: 4370.283691
	Iteration 49Q: 3 clusters Score -841965.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -841978.375000 Penalty: 4370.283691
	Iteration 50Q: 3 clusters Score -841978.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -841989.187500 Penalty: 4370.283691
	Iteration 51Q: 3 clusters Score -841989.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -841999.812500 Penalty: 4370.283691
	Iteration 52Q: 3 clusters Score -841999.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -842010.062500 Penalty: 4370.283691
	Iteration 53Q: 3 clusters Score -842010.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -842020.562500 Penalty: 4370.283691
	Iteration 54Q: 3 clusters Score -842020.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -842029.125000 Penalty: 4370.283691
	Iteration 55Q: 3 clusters Score -842029.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -842036.937500 Penalty: 4370.283691
	Iteration 56Q: 3 clusters Score -842036.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -842039.750000 Penalty: 4370.283691
	Iteration 57Q: 3 clusters Score -842039.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -842045.812500 Penalty: 4370.283691
	Iteration 58Q: 3 clusters Score -842045.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -842050.937500 Penalty: 4370.283691
	Iteration 59Q: 3 clusters Score -842050.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -842055.187500 Penalty: 4370.283691
	Iteration 60F: 3 clusters Score -842055.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -842058.562500 Penalty: 4370.283691
	Iteration 61Q: 3 clusters Score -842058.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -842061.750000 Penalty: 4370.283691
	Iteration 62Q: 3 clusters Score -842061.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -842066.062500 Penalty: 4370.283691
	Iteration 63Q: 3 clusters Score -842066.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -842071.875000 Penalty: 4370.283691
	Iteration 64Q: 3 clusters Score -842071.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -842075.500000 Penalty: 4370.283691
	Iteration 65Q: 3 clusters Score -842075.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -842075.937500 Penalty: 4370.283691
	Iteration 66Q: 3 clusters Score -842075.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -842078.937500 Penalty: 4370.283691
	Iteration 67Q: 3 clusters Score -842078.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -842082.187500 Penalty: 4370.283691
	Iteration 68Q: 3 clusters Score -842082.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -842085.375000 Penalty: 4370.283691
	Iteration 69Q: 3 clusters Score -842085.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -842085.375000 Penalty: 4370.283691
	Iteration 70Q: 3 clusters Score -842085.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -842087.125000 Penalty: 4370.283691
	Iteration 71Q: 3 clusters Score -842087.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -842089.062500 Penalty: 4370.283691
	Iteration 72Q: 3 clusters Score -842089.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -842091.062500 Penalty: 4370.283691
	Iteration 73Q: 3 clusters Score -842091.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -842094.187500 Penalty: 4370.283691
	Iteration 74Q: 3 clusters Score -842094.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -842093.187500 Penalty: 4370.283691
	Iteration 75Q: 3 clusters Score -842093.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -842096.125000 Penalty: 4370.283691
	Iteration 76Q: 3 clusters Score -842096.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -842096.687500 Penalty: 4370.283691
	Iteration 77Q: 3 clusters Score -842096.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -842097.187500 Penalty: 4370.283691
	Iteration 78Q: 3 clusters Score -842097.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -842097.187500 Penalty: 4370.283691
	Iteration 79F: 3 clusters Score -842097.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Entering Unmasked Estep 
Score: -1019491.500000 Penalty: 2248.169434
	Iteration 0F: 2 clusters Score -1019492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1012692.062500 Penalty: 4496.338867
	Iteration 0F: 3 clusters Score -1012692 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1014569.812500 Penalty: 4496.338867
	Iteration 1F: 3 clusters Score -1014570 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1014906.937500 Penalty: 4496.338867
	Iteration 2F: 3 clusters Score -1014907 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1015137.875000 Penalty: 4496.338867
	Iteration 3F: 3 clusters Score -1015138 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1015323.375000 Penalty: 4496.338867
	Iteration 4Q: 3 clusters Score -1015323 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1015496.062500 Penalty: 4496.338867
	Iteration 5Q: 3 clusters Score -1015496 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1015696.187500 Penalty: 4496.338867
	Iteration 6Q: 3 clusters Score -1015696 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1015964.625000 Penalty: 4496.338867
	Iteration 7Q: 3 clusters Score -1015965 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1016225.750000 Penalty: 4496.338867
	Iteration 8Q: 3 clusters Score -1016226 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1016497.000000 Penalty: 4496.338867
	Iteration 9Q: 3 clusters Score -1016497 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1016787.375000 Penalty: 4496.338867
	Iteration 10Q: 3 clusters Score -1016787 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1017025.500000 Penalty: 4496.338867
	Iteration 11Q: 3 clusters Score -1017026 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1017229.500000 Penalty: 4496.338867
	Iteration 12Q: 3 clusters Score -1017230 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1017403.125000 Penalty: 4496.338867
	Iteration 13Q: 3 clusters Score -1017403 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1017517.875000 Penalty: 4496.338867
	Iteration 14Q: 3 clusters Score -1017518 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1017600.187500 Penalty: 4496.338867
	Iteration 15Q: 3 clusters Score -1017600 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1017655.937500 Penalty: 4496.338867
	Iteration 16Q: 3 clusters Score -1017656 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1017705.062500 Penalty: 4496.338867
	Iteration 17Q: 3 clusters Score -1017705 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1017762.062500 Penalty: 4496.338867
	Iteration 18Q: 3 clusters Score -1017762 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1017827.375000 Penalty: 4496.338867
	Iteration 19Q: 3 clusters Score -1017827 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1017899.625000 Penalty: 4496.338867
	Iteration 20F: 3 clusters Score -1017900 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1017979.062500 Penalty: 4496.338867
	Iteration 21Q: 3 clusters Score -1017979 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1018042.875000 Penalty: 4496.338867
	Iteration 22Q: 3 clusters Score -1018043 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1018094.437500 Penalty: 4496.338867
	Iteration 23Q: 3 clusters Score -1018094 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1018143.750000 Penalty: 4496.338867
	Iteration 24Q: 3 clusters Score -1018144 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1018181.562500 Penalty: 4496.338867
	Iteration 25Q: 3 clusters Score -1018182 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1018207.062500 Penalty: 4496.338867
	Iteration 26Q: 3 clusters Score -1018207 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1018217.000000 Penalty: 4496.338867
	Iteration 27Q: 3 clusters Score -1018217 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1018222.125000 Penalty: 4496.338867
	Iteration 28Q: 3 clusters Score -1018222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1018226.500000 Penalty: 4496.338867
	Iteration 29Q: 3 clusters Score -1018226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1018227.687500 Penalty: 4496.338867
	Iteration 30Q: 3 clusters Score -1018228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1018229.125000 Penalty: 4496.338867
	Iteration 31Q: 3 clusters Score -1018229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1018231.750000 Penalty: 4496.338867
	Iteration 32Q: 3 clusters Score -1018232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1018232.062500 Penalty: 4496.338867
	Iteration 33Q: 3 clusters Score -1018232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1018236.187500 Penalty: 4496.338867
	Iteration 34Q: 3 clusters Score -1018236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1018237.187500 Penalty: 4496.338867
	Iteration 35Q: 3 clusters Score -1018237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1018244.250000 Penalty: 4496.338867
	Iteration 36Q: 3 clusters Score -1018244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1018245.937500 Penalty: 4496.338867
	Iteration 37Q: 3 clusters Score -1018246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1018251.062500 Penalty: 4496.338867
	Iteration 38Q: 3 clusters Score -1018251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1018252.500000 Penalty: 4496.338867
	Iteration 39Q: 3 clusters Score -1018252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1018254.750000 Penalty: 4496.338867
	Iteration 40F: 3 clusters Score -1018255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1018254.937500 Penalty: 4496.338867
	Iteration 41Q: 3 clusters Score -1018255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1018256.187500 Penalty: 4496.338867
	Iteration 42Q: 3 clusters Score -1018256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1018255.500000 Penalty: 4496.338867
	Iteration 43Q: 3 clusters Score -1018256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1018257.812500 Penalty: 4496.338867
	Iteration 44Q: 3 clusters Score -1018258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1018256.375000 Penalty: 4496.338867
	Iteration 45Q: 3 clusters Score -1018256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1018257.875000 Penalty: 4496.338867
	Iteration 46Q: 3 clusters Score -1018258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1018260.062500 Penalty: 4496.338867
	Iteration 47Q: 3 clusters Score -1018260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1018263.062500 Penalty: 4496.338867
	Iteration 48Q: 3 clusters Score -1018263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1018265.062500 Penalty: 4496.338867
	Iteration 49Q: 3 clusters Score -1018265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1018264.437500 Penalty: 4496.338867
	Iteration 50Q: 3 clusters Score -1018264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1018264.625000 Penalty: 4496.338867
	Iteration 51Q: 3 clusters Score -1018265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1018264.437500 Penalty: 4496.338867
	Iteration 52Q: 3 clusters Score -1018264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1018266.000000 Penalty: 4496.338867
	Iteration 53Q: 3 clusters Score -1018266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1018266.000000 Penalty: 4496.338867
	Iteration 54F: 3 clusters Score -1018266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Entering Unmasked Estep 
Score: -88275.750000 Penalty: 1662.390625
	Iteration 0F: 2 clusters Score -88275.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -86505.671875 Penalty: 3324.781250
	Iteration 0F: 3 clusters Score -86505.67 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -86887.039062 Penalty: 3324.781250
	Iteration 1F: 3 clusters Score -86887.04 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -87145.562500 Penalty: 3324.781250
	Iteration 2F: 3 clusters Score -87145.56 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -87458.984375 Penalty: 3324.781250
	Iteration 3F: 3 clusters Score -87458.98 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -87859.320312 Penalty: 3324.781250
	Iteration 4F: 3 clusters Score -87859.32 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -88208.687500 Penalty: 3324.781250
	Iteration 5F: 3 clusters Score -88208.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -88355.843750 Penalty: 3324.781250
	Iteration 6Q: 3 clusters Score -88355.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -88397.515625 Penalty: 3324.781250
	Iteration 7Q: 3 clusters Score -88397.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -88438.343750 Penalty: 3324.781250
	Iteration 8Q: 3 clusters Score -88438.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -88476.882812 Penalty: 3324.781250
	Iteration 9Q: 3 clusters Score -88476.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -88518.734375 Penalty: 3324.781250
	Iteration 10Q: 3 clusters Score -88518.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -88568.054688 Penalty: 3324.781250
	Iteration 11Q: 3 clusters Score -88568.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -88637.234375 Penalty: 3324.781250
	Iteration 12Q: 3 clusters Score -88637.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -88692.140625 Penalty: 3324.781250
	Iteration 13Q: 3 clusters Score -88692.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -88776.601562 Penalty: 3324.781250
	Iteration 14Q: 3 clusters Score -88776.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -88893.976562 Penalty: 3324.781250
	Iteration 15Q: 3 clusters Score -88893.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -88922.039062 Penalty: 3324.781250
	Iteration 16Q: 3 clusters Score -88922.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -88922.039062 Penalty: 3324.781250
	Iteration 17F: 3 clusters Score -88922.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 294982 members 
Mstep: Class 2 contains 56313 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 282918 members 
Mstep: Class 5 contains 9858 members 
Mstep: Class 6 contains 22185 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107317 members 
Mstep: Class 9 contains 31893 members 
Mstep: Class 10 contains 76669 members 
Mstep: Class 11 contains 21458 members 
Mstep: Class 12 contains 4199 members 
Mstep: Class 13 contains 22345 members 
Mstep: Class 14 contains 25093 members 
Mstep: Class 15 contains 152108 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13442 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 14440 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 6708 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 84052 members 
Mstep: Class 27 contains 384 members 
Mstep: Class 28 contains 476 members 
Entering Unmasked Estep 
Score: -154620416.000000 Penalty: 97617.203125
Splitting cluster 25 changes total score from -154621648.000000 to -154620416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (84052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84052 members 
Entering Unmasked Estep 
Score: -10613422.000000 Penalty: 2812.119141
	Iteration 0F: 2 clusters Score -1.061342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -10557193.000000 Penalty: 5624.238281
	Iteration 0F: 3 clusters Score -1.055719e+07 nChanged 39510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -10579281.000000 Penalty: 5624.238281
	Iteration 1F: 3 clusters Score -1.057928e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -10580035.000000 Penalty: 5624.238281
	Iteration 2Q: 3 clusters Score -1.058004e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -10580904.000000 Penalty: 5624.238281
	Iteration 3Q: 3 clusters Score -1.05809e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -10581841.000000 Penalty: 5624.238281
	Iteration 4Q: 3 clusters Score -1.058184e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -10583037.000000 Penalty: 5624.238281
	Iteration 5Q: 3 clusters Score -1.058304e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -10584766.000000 Penalty: 5624.238281
	Iteration 6Q: 3 clusters Score -1.058477e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -10587234.000000 Penalty: 5624.238281
	Iteration 7F: 3 clusters Score -1.058723e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 56454 members 
Entering Unmasked Estep 
Score: -10590623.000000 Penalty: 5624.238281
	Iteration 8F: 3 clusters Score -1.059062e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 61247 members 
Entering Unmasked Estep 
Score: -10594848.000000 Penalty: 5624.238281
	Iteration 9F: 3 clusters Score -1.059485e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 65857 members 
Entering Unmasked Estep 
Score: -10598990.000000 Penalty: 5624.238281
	Iteration 10F: 3 clusters Score -1.059899e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 69604 members 
Entering Unmasked Estep 
Score: -10602207.000000 Penalty: 5624.238281
	Iteration 11F: 3 clusters Score -1.060221e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -10604367.000000 Penalty: 5624.238281
	Iteration 12Q: 3 clusters Score -1.060437e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 74668 members 
Entering Unmasked Estep 
Score: -10605785.000000 Penalty: 5624.238281
	Iteration 13Q: 3 clusters Score -1.060578e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 76424 members 
Entering Unmasked Estep 
Score: -10606888.000000 Penalty: 5624.238281
	Iteration 14Q: 3 clusters Score -1.060689e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 77919 members 
Entering Unmasked Estep 
Score: -10607786.000000 Penalty: 5624.238281
	Iteration 15Q: 3 clusters Score -1.060779e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 79152 members 
Entering Unmasked Estep 
Score: -10608445.000000 Penalty: 5624.238281
	Iteration 16Q: 3 clusters Score -1.060844e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 80183 members 
Entering Unmasked Estep 
Score: -10609016.000000 Penalty: 5624.238281
	Iteration 17Q: 3 clusters Score -1.060902e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 80985 members 
Entering Unmasked Estep 
Score: -10609442.000000 Penalty: 5624.238281
	Iteration 18Q: 3 clusters Score -1.060944e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 81626 members 
Entering Unmasked Estep 
Score: -10609830.000000 Penalty: 5624.238281
	Iteration 19Q: 3 clusters Score -1.060983e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 82096 members 
Entering Unmasked Estep 
Score: -10610123.000000 Penalty: 5624.238281
	Iteration 20F: 3 clusters Score -1.061012e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 82417 members 
Entering Unmasked Estep 
Score: -10610295.000000 Penalty: 5624.238281
	Iteration 21Q: 3 clusters Score -1.06103e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 82649 members 
Entering Unmasked Estep 
Score: -10610442.000000 Penalty: 5624.238281
	Iteration 22Q: 3 clusters Score -1.061044e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 82835 members 
Entering Unmasked Estep 
Score: -10610534.000000 Penalty: 5624.238281
	Iteration 23Q: 3 clusters Score -1.061053e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 82975 members 
Entering Unmasked Estep 
Score: -10610627.000000 Penalty: 5624.238281
	Iteration 24Q: 3 clusters Score -1.061063e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 83081 members 
Entering Unmasked Estep 
Score: -10610689.000000 Penalty: 5624.238281
	Iteration 25Q: 3 clusters Score -1.061069e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 83166 members 
Entering Unmasked Estep 
Score: -10610747.000000 Penalty: 5624.238281
	Iteration 26Q: 3 clusters Score -1.061075e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 83233 members 
Entering Unmasked Estep 
Score: -10610814.000000 Penalty: 5624.238281
	Iteration 27Q: 3 clusters Score -1.061081e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 83292 members 
Entering Unmasked Estep 
Score: -10610826.000000 Penalty: 5624.238281
	Iteration 28Q: 3 clusters Score -1.061083e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 83333 members 
Entering Unmasked Estep 
Score: -10610861.000000 Penalty: 5624.238281
	Iteration 29Q: 3 clusters Score -1.061086e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 83355 members 
Entering Unmasked Estep 
Score: -10610895.000000 Penalty: 5624.238281
	Iteration 30Q: 3 clusters Score -1.06109e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 83379 members 
Entering Unmasked Estep 
Score: -10610911.000000 Penalty: 5624.238281
	Iteration 31Q: 3 clusters Score -1.061091e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 83397 members 
Entering Unmasked Estep 
Score: -10610924.000000 Penalty: 5624.238281
	Iteration 32Q: 3 clusters Score -1.061092e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 83412 members 
Entering Unmasked Estep 
Score: -10610933.000000 Penalty: 5624.238281
	Iteration 33Q: 3 clusters Score -1.061093e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 83423 members 
Entering Unmasked Estep 
Score: -10610960.000000 Penalty: 5624.238281
	Iteration 34Q: 3 clusters Score -1.061096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 83432 members 
Entering Unmasked Estep 
Score: -10610955.000000 Penalty: 5624.238281
	Iteration 35Q: 3 clusters Score -1.061096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 83436 members 
Entering Unmasked Estep 
Score: -10610974.000000 Penalty: 5624.238281
	Iteration 36Q: 3 clusters Score -1.061097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 83446 members 
Entering Unmasked Estep 
Score: -10610984.000000 Penalty: 5624.238281
	Iteration 37Q: 3 clusters Score -1.061098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 83450 members 
Entering Unmasked Estep 
Score: -10610987.000000 Penalty: 5624.238281
	Iteration 38Q: 3 clusters Score -1.061099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 83452 members 
Entering Unmasked Estep 
Score: -10610989.000000 Penalty: 5624.238281
	Iteration 39Q: 3 clusters Score -1.061099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 83454 members 
Entering Unmasked Estep 
Score: -10610988.000000 Penalty: 5624.238281
	Iteration 40F: 3 clusters Score -1.061099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 83458 members 
Entering Unmasked Estep 
Score: -10610992.000000 Penalty: 5624.238281
	Iteration 41Q: 3 clusters Score -1.061099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 83462 members 
Entering Unmasked Estep 
Score: -10610984.000000 Penalty: 5624.238281
	Iteration 42Q: 3 clusters Score -1.061098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 83464 members 
Entering Unmasked Estep 
Score: -10610986.000000 Penalty: 5624.238281
	Iteration 43Q: 3 clusters Score -1.061099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 83464 members 
Entering Unmasked Estep 
Score: -10610986.000000 Penalty: 5624.238281
	Iteration 44F: 3 clusters Score -1.061099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -38373.765625 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -38373.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37051.726562 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -37051.73 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37241.457031 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -37241.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37292.757812 Penalty: 2951.518799
	Iteration 2Q: 3 clusters Score -37292.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37308.410156 Penalty: 2951.518799
	Iteration 3Q: 3 clusters Score -37308.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37314.082031 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -37314.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37321.148438 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -37321.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37321.148438 Penalty: 2951.518799
	Iteration 6F: 3 clusters Score -37321.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 294982 members 
Mstep: Class 2 contains 56313 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 282918 members 
Mstep: Class 5 contains 9858 members 
Mstep: Class 6 contains 22185 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107317 members 
Mstep: Class 9 contains 31893 members 
Mstep: Class 10 contains 76669 members 
Mstep: Class 11 contains 21458 members 
Mstep: Class 12 contains 4199 members 
Mstep: Class 13 contains 22345 members 
Mstep: Class 14 contains 25093 members 
Mstep: Class 15 contains 152108 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13442 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 14440 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 6708 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84052 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621584.000000 Penalty: 94130.875000
Iteration 319Q: 28 clusters Score -1.546216e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 294950 members 
Mstep: Class 2 contains 56292 members 
Mstep: Class 3 contains 18900 members 
Mstep: Class 4 contains 282855 members 
Mstep: Class 5 contains 9860 members 
Mstep: Class 6 contains 22182 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107330 members 
Mstep: Class 9 contains 31888 members 
Mstep: Class 10 contains 76684 members 
Mstep: Class 11 contains 21448 members 
Mstep: Class 12 contains 4199 members 
Mstep: Class 13 contains 22346 members 
Mstep: Class 14 contains 25093 members 
Mstep: Class 15 contains 152207 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13431 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3611 members 
Mstep: Class 20 contains 14443 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 6718 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84056 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621712.000000 Penalty: 94130.875000
Iteration 320F: 28 clusters Score -1.546217e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 294900 members 
Mstep: Class 2 contains 56271 members 
Mstep: Class 3 contains 18902 members 
Mstep: Class 4 contains 282794 members 
Mstep: Class 5 contains 9862 members 
Mstep: Class 6 contains 22183 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107341 members 
Mstep: Class 9 contains 31888 members 
Mstep: Class 10 contains 76685 members 
Mstep: Class 11 contains 21440 members 
Mstep: Class 12 contains 4200 members 
Mstep: Class 13 contains 22353 members 
Mstep: Class 14 contains 25091 members 
Mstep: Class 15 contains 152331 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13418 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3612 members 
Mstep: Class 20 contains 14442 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6726 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84053 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621888.000000 Penalty: 94130.875000
Iteration 321Q: 28 clusters Score -1.546219e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 294847 members 
Mstep: Class 2 contains 56263 members 
Mstep: Class 3 contains 18902 members 
Mstep: Class 4 contains 282713 members 
Mstep: Class 5 contains 9864 members 
Mstep: Class 6 contains 22185 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 107345 members 
Mstep: Class 9 contains 31884 members 
Mstep: Class 10 contains 76695 members 
Mstep: Class 11 contains 21431 members 
Mstep: Class 12 contains 4199 members 
Mstep: Class 13 contains 22351 members 
Mstep: Class 14 contains 25093 members 
Mstep: Class 15 contains 152488 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13403 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 14443 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6734 members 
Mstep: Class 24 contains 8647 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84044 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621776.000000 Penalty: 94130.875000
Iteration 322Q: 28 clusters Score -1.546218e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 294773 members 
Mstep: Class 2 contains 56245 members 
Mstep: Class 3 contains 18899 members 
Mstep: Class 4 contains 282629 members 
Mstep: Class 5 contains 9858 members 
Mstep: Class 6 contains 22186 members 
Mstep: Class 7 contains 8631 members 
Mstep: Class 8 contains 107349 members 
Mstep: Class 9 contains 31883 members 
Mstep: Class 10 contains 76708 members 
Mstep: Class 11 contains 21426 members 
Mstep: Class 12 contains 4199 members 
Mstep: Class 13 contains 22353 members 
Mstep: Class 14 contains 25093 members 
Mstep: Class 15 contains 152659 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13396 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3612 members 
Mstep: Class 20 contains 14438 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 6743 members 
Mstep: Class 24 contains 8645 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84047 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621936.000000 Penalty: 94130.875000
Iteration 323Q: 28 clusters Score -1.546219e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 294669 members 
Mstep: Class 2 contains 56235 members 
Mstep: Class 3 contains 18892 members 
Mstep: Class 4 contains 282576 members 
Mstep: Class 5 contains 9859 members 
Mstep: Class 6 contains 22186 members 
Mstep: Class 7 contains 8631 members 
Mstep: Class 8 contains 107354 members 
Mstep: Class 9 contains 31880 members 
Mstep: Class 10 contains 76723 members 
Mstep: Class 11 contains 21421 members 
Mstep: Class 12 contains 4199 members 
Mstep: Class 13 contains 22352 members 
Mstep: Class 14 contains 25094 members 
Mstep: Class 15 contains 152811 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13383 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3614 members 
Mstep: Class 20 contains 14436 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 8643 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84062 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621904.000000 Penalty: 94130.875000
Iteration 324Q: 28 clusters Score -1.546219e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 294618 members 
Mstep: Class 2 contains 56226 members 
Mstep: Class 3 contains 18887 members 
Mstep: Class 4 contains 282485 members 
Mstep: Class 5 contains 9860 members 
Mstep: Class 6 contains 22186 members 
Mstep: Class 7 contains 8631 members 
Mstep: Class 8 contains 107360 members 
Mstep: Class 9 contains 31881 members 
Mstep: Class 10 contains 76729 members 
Mstep: Class 11 contains 21411 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 22350 members 
Mstep: Class 14 contains 25092 members 
Mstep: Class 15 contains 152965 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13378 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3614 members 
Mstep: Class 20 contains 14436 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 8639 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84066 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621888.000000 Penalty: 94130.875000
Iteration 325Q: 28 clusters Score -1.546219e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 294573 members 
Mstep: Class 2 contains 56210 members 
Mstep: Class 3 contains 18885 members 
Mstep: Class 4 contains 282409 members 
Mstep: Class 5 contains 9859 members 
Mstep: Class 6 contains 22184 members 
Mstep: Class 7 contains 8631 members 
Mstep: Class 8 contains 107347 members 
Mstep: Class 9 contains 31881 members 
Mstep: Class 10 contains 76739 members 
Mstep: Class 11 contains 21395 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 22353 members 
Mstep: Class 14 contains 25095 members 
Mstep: Class 15 contains 153120 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13373 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3614 members 
Mstep: Class 20 contains 14437 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6772 members 
Mstep: Class 24 contains 8637 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84059 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622048.000000 Penalty: 94130.875000
Iteration 326Q: 28 clusters Score -1.54622e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 294554 members 
Mstep: Class 2 contains 56191 members 
Mstep: Class 3 contains 18885 members 
Mstep: Class 4 contains 282258 members 
Mstep: Class 5 contains 9858 members 
Mstep: Class 6 contains 22183 members 
Mstep: Class 7 contains 8631 members 
Mstep: Class 8 contains 107348 members 
Mstep: Class 9 contains 31884 members 
Mstep: Class 10 contains 76744 members 
Mstep: Class 11 contains 21381 members 
Mstep: Class 12 contains 4197 members 
Mstep: Class 13 contains 22354 members 
Mstep: Class 14 contains 25093 members 
Mstep: Class 15 contains 153297 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3616 members 
Mstep: Class 20 contains 14439 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6776 members 
Mstep: Class 24 contains 8636 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84075 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621840.000000 Penalty: 94130.875000
Iteration 327Q: 28 clusters Score -1.546218e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 294546 members 
Mstep: Class 2 contains 56177 members 
Mstep: Class 3 contains 18889 members 
Mstep: Class 4 contains 282138 members 
Mstep: Class 5 contains 9862 members 
Mstep: Class 6 contains 22179 members 
Mstep: Class 7 contains 8631 members 
Mstep: Class 8 contains 107332 members 
Mstep: Class 9 contains 31885 members 
Mstep: Class 10 contains 76735 members 
Mstep: Class 11 contains 21369 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 22354 members 
Mstep: Class 14 contains 25093 members 
Mstep: Class 15 contains 153452 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13375 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3617 members 
Mstep: Class 20 contains 14442 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 6780 members 
Mstep: Class 24 contains 8635 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84084 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621984.000000 Penalty: 94130.875000
Iteration 328Q: 28 clusters Score -1.54622e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 294516 members 
Mstep: Class 2 contains 56168 members 
Mstep: Class 3 contains 18879 members 
Mstep: Class 4 contains 282026 members 
Mstep: Class 5 contains 9867 members 
Mstep: Class 6 contains 22180 members 
Mstep: Class 7 contains 8631 members 
Mstep: Class 8 contains 107328 members 
Mstep: Class 9 contains 31884 members 
Mstep: Class 10 contains 76739 members 
Mstep: Class 11 contains 21368 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 22356 members 
Mstep: Class 14 contains 25097 members 
Mstep: Class 15 contains 153612 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13366 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3615 members 
Mstep: Class 20 contains 14441 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 6783 members 
Mstep: Class 24 contains 8635 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84087 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622128.000000 Penalty: 94130.875000
Iteration 329Q: 28 clusters Score -1.546221e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 294503 members 
Mstep: Class 2 contains 56148 members 
Mstep: Class 3 contains 18878 members 
Mstep: Class 4 contains 281920 members 
Mstep: Class 5 contains 9869 members 
Mstep: Class 6 contains 22178 members 
Mstep: Class 7 contains 8631 members 
Mstep: Class 8 contains 107325 members 
Mstep: Class 9 contains 31885 members 
Mstep: Class 10 contains 76736 members 
Mstep: Class 11 contains 21366 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 22356 members 
Mstep: Class 14 contains 25093 members 
Mstep: Class 15 contains 153782 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13359 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3614 members 
Mstep: Class 20 contains 14438 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 6788 members 
Mstep: Class 24 contains 8635 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84074 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621840.000000 Penalty: 94130.875000
Iteration 330Q: 28 clusters Score -1.546218e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 294520 members 
Mstep: Class 2 contains 56151 members 
Mstep: Class 3 contains 18875 members 
Mstep: Class 4 contains 281759 members 
Mstep: Class 5 contains 9869 members 
Mstep: Class 6 contains 22177 members 
Mstep: Class 7 contains 8631 members 
Mstep: Class 8 contains 107336 members 
Mstep: Class 9 contains 31885 members 
Mstep: Class 10 contains 76746 members 
Mstep: Class 11 contains 21354 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 22358 members 
Mstep: Class 14 contains 25094 members 
Mstep: Class 15 contains 153935 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13356 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3613 members 
Mstep: Class 20 contains 14437 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 6791 members 
Mstep: Class 24 contains 8635 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84056 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621920.000000 Penalty: 94130.875000
Iteration 331Q: 28 clusters Score -1.546219e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 294476 members 
Mstep: Class 2 contains 56162 members 
Mstep: Class 3 contains 18864 members 
Mstep: Class 4 contains 281659 members 
Mstep: Class 5 contains 9869 members 
Mstep: Class 6 contains 22180 members 
Mstep: Class 7 contains 8631 members 
Mstep: Class 8 contains 107335 members 
Mstep: Class 9 contains 31884 members 
Mstep: Class 10 contains 76751 members 
Mstep: Class 11 contains 21346 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 22358 members 
Mstep: Class 14 contains 25093 members 
Mstep: Class 15 contains 154105 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13351 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3612 members 
Mstep: Class 20 contains 14436 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 6794 members 
Mstep: Class 24 contains 8635 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84036 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621840.000000 Penalty: 94130.875000
Iteration 332Q: 28 clusters Score -1.546218e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 294391 members 
Mstep: Class 2 contains 56183 members 
Mstep: Class 3 contains 18856 members 
Mstep: Class 4 contains 281578 members 
Mstep: Class 5 contains 9869 members 
Mstep: Class 6 contains 22176 members 
Mstep: Class 7 contains 8631 members 
Mstep: Class 8 contains 107335 members 
Mstep: Class 9 contains 31882 members 
Mstep: Class 10 contains 76757 members 
Mstep: Class 11 contains 21342 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 22357 members 
Mstep: Class 14 contains 25089 members 
Mstep: Class 15 contains 154274 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13354 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3614 members 
Mstep: Class 20 contains 14437 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 6799 members 
Mstep: Class 24 contains 8635 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84020 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622128.000000 Penalty: 94130.875000
Iteration 333Q: 28 clusters Score -1.546221e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 294300 members 
Mstep: Class 2 contains 56184 members 
Mstep: Class 3 contains 18847 members 
Mstep: Class 4 contains 281501 members 
Mstep: Class 5 contains 9870 members 
Mstep: Class 6 contains 22176 members 
Mstep: Class 7 contains 8632 members 
Mstep: Class 8 contains 107347 members 
Mstep: Class 9 contains 31881 members 
Mstep: Class 10 contains 76763 members 
Mstep: Class 11 contains 21333 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 22357 members 
Mstep: Class 14 contains 25088 members 
Mstep: Class 15 contains 154450 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13362 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3615 members 
Mstep: Class 20 contains 14436 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 6796 members 
Mstep: Class 24 contains 8634 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84008 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622016.000000 Penalty: 94130.875000
Iteration 334Q: 28 clusters Score -1.54622e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 294217 members 
Mstep: Class 2 contains 56180 members 
Mstep: Class 3 contains 18847 members 
Mstep: Class 4 contains 281381 members 
Mstep: Class 5 contains 9870 members 
Mstep: Class 6 contains 22176 members 
Mstep: Class 7 contains 8632 members 
Mstep: Class 8 contains 107366 members 
Mstep: Class 9 contains 31881 members 
Mstep: Class 10 contains 76762 members 
Mstep: Class 11 contains 21327 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22357 members 
Mstep: Class 14 contains 25086 members 
Mstep: Class 15 contains 154652 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13368 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3614 members 
Mstep: Class 20 contains 14434 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 6796 members 
Mstep: Class 24 contains 8632 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84002 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622128.000000 Penalty: 94130.875000
Iteration 335Q: 28 clusters Score -1.546221e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 294093 members 
Mstep: Class 2 contains 56171 members 
Mstep: Class 3 contains 18835 members 
Mstep: Class 4 contains 281384 members 
Mstep: Class 5 contains 9874 members 
Mstep: Class 6 contains 22174 members 
Mstep: Class 7 contains 8632 members 
Mstep: Class 8 contains 107357 members 
Mstep: Class 9 contains 31877 members 
Mstep: Class 10 contains 76766 members 
Mstep: Class 11 contains 21322 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22357 members 
Mstep: Class 14 contains 25088 members 
Mstep: Class 15 contains 154806 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13377 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3614 members 
Mstep: Class 20 contains 14433 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 6798 members 
Mstep: Class 24 contains 8631 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83990 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621952.000000 Penalty: 94130.875000
Iteration 336Q: 28 clusters Score -1.54622e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 293957 members 
Mstep: Class 2 contains 56172 members 
Mstep: Class 3 contains 18830 members 
Mstep: Class 4 contains 281357 members 
Mstep: Class 5 contains 9881 members 
Mstep: Class 6 contains 22173 members 
Mstep: Class 7 contains 8632 members 
Mstep: Class 8 contains 107369 members 
Mstep: Class 9 contains 31879 members 
Mstep: Class 10 contains 76758 members 
Mstep: Class 11 contains 21314 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 22357 members 
Mstep: Class 14 contains 25089 members 
Mstep: Class 15 contains 154989 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13378 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3614 members 
Mstep: Class 20 contains 14424 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 6798 members 
Mstep: Class 24 contains 8631 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83976 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621872.000000 Penalty: 94130.875000
Iteration 337Q: 28 clusters Score -1.546219e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 293808 members 
Mstep: Class 2 contains 56177 members 
Mstep: Class 3 contains 18827 members 
Mstep: Class 4 contains 281336 members 
Mstep: Class 5 contains 9886 members 
Mstep: Class 6 contains 22171 members 
Mstep: Class 7 contains 8632 members 
Mstep: Class 8 contains 107390 members 
Mstep: Class 9 contains 31881 members 
Mstep: Class 10 contains 76752 members 
Mstep: Class 11 contains 21307 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 22359 members 
Mstep: Class 14 contains 25087 members 
Mstep: Class 15 contains 155153 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13372 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3614 members 
Mstep: Class 20 contains 14421 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 6801 members 
Mstep: Class 24 contains 8631 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83973 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621808.000000 Penalty: 94130.875000
Iteration 338Q: 28 clusters Score -1.546218e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 293681 members 
Mstep: Class 2 contains 56176 members 
Mstep: Class 3 contains 18821 members 
Mstep: Class 4 contains 281324 members 
Mstep: Class 5 contains 9887 members 
Mstep: Class 6 contains 22172 members 
Mstep: Class 7 contains 8633 members 
Mstep: Class 8 contains 107410 members 
Mstep: Class 9 contains 31879 members 
Mstep: Class 10 contains 76743 members 
Mstep: Class 11 contains 21299 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 22361 members 
Mstep: Class 14 contains 25082 members 
Mstep: Class 15 contains 155306 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13373 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3613 members 
Mstep: Class 20 contains 14421 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 6805 members 
Mstep: Class 24 contains 8631 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83959 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621824.000000 Penalty: 94130.875000
Iteration 339Q: 28 clusters Score -1.546218e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 293581 members 
Mstep: Class 2 contains 56190 members 
Mstep: Class 3 contains 18810 members 
Mstep: Class 4 contains 281278 members 
Mstep: Class 5 contains 9888 members 
Mstep: Class 6 contains 22171 members 
Mstep: Class 7 contains 8633 members 
Mstep: Class 8 contains 107422 members 
Mstep: Class 9 contains 31878 members 
Mstep: Class 10 contains 76738 members 
Mstep: Class 11 contains 21293 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 22359 members 
Mstep: Class 14 contains 25080 members 
Mstep: Class 15 contains 155462 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3613 members 
Mstep: Class 20 contains 14421 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 6811 members 
Mstep: Class 24 contains 8630 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83941 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621776.000000 Penalty: 94130.875000
Iteration 340F: 28 clusters Score -1.546218e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 293482 members 
Mstep: Class 2 contains 56201 members 
Mstep: Class 3 contains 18793 members 
Mstep: Class 4 contains 281217 members 
Mstep: Class 5 contains 9888 members 
Mstep: Class 6 contains 22169 members 
Mstep: Class 7 contains 8632 members 
Mstep: Class 8 contains 107445 members 
Mstep: Class 9 contains 31880 members 
Mstep: Class 10 contains 76734 members 
Mstep: Class 11 contains 21286 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 22361 members 
Mstep: Class 14 contains 25078 members 
Mstep: Class 15 contains 155608 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 13391 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3613 members 
Mstep: Class 20 contains 14420 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 6813 members 
Mstep: Class 24 contains 8630 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83934 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621840.000000 Penalty: 94130.875000
Iteration 341Q: 28 clusters Score -1.546218e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 293360 members 
Mstep: Class 2 contains 56207 members 
Mstep: Class 3 contains 18784 members 
Mstep: Class 4 contains 281191 members 
Mstep: Class 5 contains 9890 members 
Mstep: Class 6 contains 22163 members 
Mstep: Class 7 contains 8631 members 
Mstep: Class 8 contains 107473 members 
Mstep: Class 9 contains 31883 members 
Mstep: Class 10 contains 76737 members 
Mstep: Class 11 contains 21277 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 22364 members 
Mstep: Class 14 contains 25074 members 
Mstep: Class 15 contains 155755 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13397 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3612 members 
Mstep: Class 20 contains 14419 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 6814 members 
Mstep: Class 24 contains 8630 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83912 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621792.000000 Penalty: 94130.875000
Iteration 342Q: 28 clusters Score -1.546218e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 293261 members 
Mstep: Class 2 contains 56205 members 
Mstep: Class 3 contains 18781 members 
Mstep: Class 4 contains 281154 members 
Mstep: Class 5 contains 9889 members 
Mstep: Class 6 contains 22162 members 
Mstep: Class 7 contains 8631 members 
Mstep: Class 8 contains 107488 members 
Mstep: Class 9 contains 31883 members 
Mstep: Class 10 contains 76733 members 
Mstep: Class 11 contains 21273 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 22364 members 
Mstep: Class 14 contains 25075 members 
Mstep: Class 15 contains 155882 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13398 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 14423 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 6817 members 
Mstep: Class 24 contains 8627 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83918 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621728.000000 Penalty: 94130.875000
Iteration 343Q: 28 clusters Score -1.546217e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 293183 members 
Mstep: Class 2 contains 56205 members 
Mstep: Class 3 contains 18784 members 
Mstep: Class 4 contains 281076 members 
Mstep: Class 5 contains 9890 members 
Mstep: Class 6 contains 22160 members 
Mstep: Class 7 contains 8631 members 
Mstep: Class 8 contains 107487 members 
Mstep: Class 9 contains 31881 members 
Mstep: Class 10 contains 76729 members 
Mstep: Class 11 contains 21272 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 22361 members 
Mstep: Class 14 contains 25076 members 
Mstep: Class 15 contains 156027 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13399 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3612 members 
Mstep: Class 20 contains 14424 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 6819 members 
Mstep: Class 24 contains 8628 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83932 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621472.000000 Penalty: 94130.875000
Iteration 344Q: 28 clusters Score -1.546215e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 293158 members 
Mstep: Class 2 contains 56199 members 
Mstep: Class 3 contains 18776 members 
Mstep: Class 4 contains 280927 members 
Mstep: Class 5 contains 9893 members 
Mstep: Class 6 contains 22161 members 
Mstep: Class 7 contains 8632 members 
Mstep: Class 8 contains 107496 members 
Mstep: Class 9 contains 31876 members 
Mstep: Class 10 contains 76733 members 
Mstep: Class 11 contains 21269 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 22361 members 
Mstep: Class 14 contains 25077 members 
Mstep: Class 15 contains 156196 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13385 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3614 members 
Mstep: Class 20 contains 14420 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 6830 members 
Mstep: Class 24 contains 8627 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83945 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621328.000000 Penalty: 94130.875000
Iteration 345Q: 28 clusters Score -1.546213e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 293181 members 
Mstep: Class 2 contains 56202 members 
Mstep: Class 3 contains 18778 members 
Mstep: Class 4 contains 280754 members 
Mstep: Class 5 contains 9891 members 
Mstep: Class 6 contains 22155 members 
Mstep: Class 7 contains 8632 members 
Mstep: Class 8 contains 107480 members 
Mstep: Class 9 contains 31877 members 
Mstep: Class 10 contains 76733 members 
Mstep: Class 11 contains 21263 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 22361 members 
Mstep: Class 14 contains 25073 members 
Mstep: Class 15 contains 156374 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13373 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3615 members 
Mstep: Class 20 contains 14419 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 6839 members 
Mstep: Class 24 contains 8627 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83948 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621360.000000 Penalty: 94130.875000
Iteration 346Q: 28 clusters Score -1.546214e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 293169 members 
Mstep: Class 2 contains 56200 members 
Mstep: Class 3 contains 18780 members 
Mstep: Class 4 contains 280581 members 
Mstep: Class 5 contains 9893 members 
Mstep: Class 6 contains 22152 members 
Mstep: Class 7 contains 8632 members 
Mstep: Class 8 contains 107459 members 
Mstep: Class 9 contains 31879 members 
Mstep: Class 10 contains 76736 members 
Mstep: Class 11 contains 21261 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 22360 members 
Mstep: Class 14 contains 25073 members 
Mstep: Class 15 contains 156585 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13356 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3615 members 
Mstep: Class 20 contains 14418 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 6849 members 
Mstep: Class 24 contains 8626 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83952 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621376.000000 Penalty: 94130.875000
Iteration 347Q: 28 clusters Score -1.546214e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 293146 members 
Mstep: Class 2 contains 56200 members 
Mstep: Class 3 contains 18771 members 
Mstep: Class 4 contains 280457 members 
Mstep: Class 5 contains 9890 members 
Mstep: Class 6 contains 22150 members 
Mstep: Class 7 contains 8632 members 
Mstep: Class 8 contains 107420 members 
Mstep: Class 9 contains 31880 members 
Mstep: Class 10 contains 76737 members 
Mstep: Class 11 contains 21269 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 22357 members 
Mstep: Class 14 contains 25075 members 
Mstep: Class 15 contains 156787 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13344 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3615 members 
Mstep: Class 20 contains 14417 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 6866 members 
Mstep: Class 24 contains 8625 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83938 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621392.000000 Penalty: 94130.875000
Iteration 348Q: 28 clusters Score -1.546214e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 293131 members 
Mstep: Class 2 contains 56210 members 
Mstep: Class 3 contains 18765 members 
Mstep: Class 4 contains 280321 members 
Mstep: Class 5 contains 9889 members 
Mstep: Class 6 contains 22147 members 
Mstep: Class 7 contains 8632 members 
Mstep: Class 8 contains 107380 members 
Mstep: Class 9 contains 31881 members 
Mstep: Class 10 contains 76748 members 
Mstep: Class 11 contains 21265 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 22356 members 
Mstep: Class 14 contains 25075 members 
Mstep: Class 15 contains 156961 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13342 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3616 members 
Mstep: Class 20 contains 14416 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 6878 members 
Mstep: Class 24 contains 8624 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83940 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621088.000000 Penalty: 94130.875000
Iteration 349Q: 28 clusters Score -1.546211e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 293148 members 
Mstep: Class 2 contains 56213 members 
Mstep: Class 3 contains 18757 members 
Mstep: Class 4 contains 280158 members 
Mstep: Class 5 contains 9889 members 
Mstep: Class 6 contains 22147 members 
Mstep: Class 7 contains 8632 members 
Mstep: Class 8 contains 107358 members 
Mstep: Class 9 contains 31886 members 
Mstep: Class 10 contains 76757 members 
Mstep: Class 11 contains 21259 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 22355 members 
Mstep: Class 14 contains 25074 members 
Mstep: Class 15 contains 157121 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13344 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3616 members 
Mstep: Class 20 contains 14414 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 6885 members 
Mstep: Class 24 contains 8624 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83940 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621200.000000 Penalty: 94130.875000
Iteration 350Q: 28 clusters Score -1.546212e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 293147 members 
Mstep: Class 2 contains 56216 members 
Mstep: Class 3 contains 18748 members 
Mstep: Class 4 contains 280009 members 
Mstep: Class 5 contains 9890 members 
Mstep: Class 6 contains 22143 members 
Mstep: Class 7 contains 8632 members 
Mstep: Class 8 contains 107327 members 
Mstep: Class 9 contains 31887 members 
Mstep: Class 10 contains 76755 members 
Mstep: Class 11 contains 21260 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 22351 members 
Mstep: Class 14 contains 25076 members 
Mstep: Class 15 contains 157306 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13334 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3616 members 
Mstep: Class 20 contains 14417 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 6892 members 
Mstep: Class 24 contains 8623 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83948 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621168.000000 Penalty: 94130.875000
Iteration 351Q: 28 clusters Score -1.546212e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 293125 members 
Mstep: Class 2 contains 56224 members 
Mstep: Class 3 contains 18752 members 
Mstep: Class 4 contains 279896 members 
Mstep: Class 5 contains 9895 members 
Mstep: Class 6 contains 22141 members 
Mstep: Class 7 contains 8633 members 
Mstep: Class 8 contains 107288 members 
Mstep: Class 9 contains 31887 members 
Mstep: Class 10 contains 76754 members 
Mstep: Class 11 contains 21253 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 22350 members 
Mstep: Class 14 contains 25075 members 
Mstep: Class 15 contains 157461 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13327 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3617 members 
Mstep: Class 20 contains 14422 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 6907 members 
Mstep: Class 24 contains 8623 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83947 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620640.000000 Penalty: 94130.875000
Iteration 352Q: 28 clusters Score -1.546206e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 293095 members 
Mstep: Class 2 contains 56235 members 
Mstep: Class 3 contains 18752 members 
Mstep: Class 4 contains 279797 members 
Mstep: Class 5 contains 9895 members 
Mstep: Class 6 contains 22141 members 
Mstep: Class 7 contains 8633 members 
Mstep: Class 8 contains 107262 members 
Mstep: Class 9 contains 31881 members 
Mstep: Class 10 contains 76759 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 22347 members 
Mstep: Class 14 contains 25074 members 
Mstep: Class 15 contains 157600 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13318 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3616 members 
Mstep: Class 20 contains 14426 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 6921 members 
Mstep: Class 24 contains 8623 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83948 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620368.000000 Penalty: 94130.875000
Iteration 353Q: 28 clusters Score -1.546204e+08 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 292999 members 
Mstep: Class 2 contains 56245 members 
Mstep: Class 3 contains 18763 members 
Mstep: Class 4 contains 279723 members 
Mstep: Class 5 contains 9894 members 
Mstep: Class 6 contains 22140 members 
Mstep: Class 7 contains 8633 members 
Mstep: Class 8 contains 107248 members 
Mstep: Class 9 contains 31879 members 
Mstep: Class 10 contains 76768 members 
Mstep: Class 11 contains 21247 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22345 members 
Mstep: Class 14 contains 25074 members 
Mstep: Class 15 contains 157738 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13314 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3617 members 
Mstep: Class 20 contains 14425 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 6938 members 
Mstep: Class 24 contains 8622 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83967 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620416.000000 Penalty: 94130.875000
Iteration 354Q: 28 clusters Score -1.546204e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 292897 members 
Mstep: Class 2 contains 56252 members 
Mstep: Class 3 contains 18762 members 
Mstep: Class 4 contains 279650 members 
Mstep: Class 5 contains 9894 members 
Mstep: Class 6 contains 22144 members 
Mstep: Class 7 contains 8633 members 
Mstep: Class 8 contains 107225 members 
Mstep: Class 9 contains 31878 members 
Mstep: Class 10 contains 76778 members 
Mstep: Class 11 contains 21245 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22342 members 
Mstep: Class 14 contains 25073 members 
Mstep: Class 15 contains 157894 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13303 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3618 members 
Mstep: Class 20 contains 14423 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 6945 members 
Mstep: Class 24 contains 8622 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84000 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620528.000000 Penalty: 94130.875000
Iteration 355Q: 28 clusters Score -1.546205e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 292805 members 
Mstep: Class 2 contains 56259 members 
Mstep: Class 3 contains 18760 members 
Mstep: Class 4 contains 279580 members 
Mstep: Class 5 contains 9898 members 
Mstep: Class 6 contains 22147 members 
Mstep: Class 7 contains 8633 members 
Mstep: Class 8 contains 107220 members 
Mstep: Class 9 contains 31875 members 
Mstep: Class 10 contains 76785 members 
Mstep: Class 11 contains 21243 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 22340 members 
Mstep: Class 14 contains 25072 members 
Mstep: Class 15 contains 158038 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13291 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14423 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3918 members 
Mstep: Class 23 contains 6954 members 
Mstep: Class 24 contains 8622 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84009 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620784.000000 Penalty: 94130.875000
Iteration 356Q: 28 clusters Score -1.546208e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 292703 members 
Mstep: Class 2 contains 56265 members 
Mstep: Class 3 contains 18758 members 
Mstep: Class 4 contains 279551 members 
Mstep: Class 5 contains 9899 members 
Mstep: Class 6 contains 22145 members 
Mstep: Class 7 contains 8634 members 
Mstep: Class 8 contains 107209 members 
Mstep: Class 9 contains 31876 members 
Mstep: Class 10 contains 76788 members 
Mstep: Class 11 contains 21234 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 22337 members 
Mstep: Class 14 contains 25069 members 
Mstep: Class 15 contains 158171 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13283 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14419 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3919 members 
Mstep: Class 23 contains 6964 members 
Mstep: Class 24 contains 8622 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84024 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620496.000000 Penalty: 94130.875000
Iteration 357Q: 28 clusters Score -1.546205e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 292600 members 
Mstep: Class 2 contains 56267 members 
Mstep: Class 3 contains 18745 members 
Mstep: Class 4 contains 279502 members 
Mstep: Class 5 contains 9899 members 
Mstep: Class 6 contains 22142 members 
Mstep: Class 7 contains 8635 members 
Mstep: Class 8 contains 107206 members 
Mstep: Class 9 contains 31879 members 
Mstep: Class 10 contains 76783 members 
Mstep: Class 11 contains 21226 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22334 members 
Mstep: Class 14 contains 25068 members 
Mstep: Class 15 contains 158329 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13277 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14420 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3919 members 
Mstep: Class 23 contains 6968 members 
Mstep: Class 24 contains 8622 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84050 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620496.000000 Penalty: 94130.875000
Iteration 358Q: 28 clusters Score -1.546205e+08 nChanged 1011
Entering ConstructFrom: 
Score: -154620496.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (292523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292523 members 
Entering Unmasked Estep 
Score: -36285468.000000 Penalty: 3121.402100
	Iteration 0F: 2 clusters Score -3.628547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146209 members 
Mstep: Class 2 contains 146314 members 
Entering Unmasked Estep 
Score: -36101440.000000 Penalty: 6242.804199
	Iteration 0F: 3 clusters Score -3.610144e+07 nChanged 141627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147890 members 
Mstep: Class 2 contains 144633 members 
Entering Unmasked Estep 
Score: -36184672.000000 Penalty: 6242.804199
	Iteration 1F: 3 clusters Score -3.618467e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149079 members 
Mstep: Class 2 contains 143444 members 
Entering Unmasked Estep 
Score: -36186096.000000 Penalty: 6242.804199
	Iteration 2Q: 3 clusters Score -3.61861e+07 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150854 members 
Mstep: Class 2 contains 141669 members 
Entering Unmasked Estep 
Score: -36188504.000000 Penalty: 6242.804199
	Iteration 3Q: 3 clusters Score -3.61885e+07 nChanged 10892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153644 members 
Mstep: Class 2 contains 138879 members 
Entering Unmasked Estep 
Score: -36192924.000000 Penalty: 6242.804199
	Iteration 4Q: 3 clusters Score -3.619292e+07 nChanged 14301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158307 members 
Mstep: Class 2 contains 134216 members 
Entering Unmasked Estep 
Score: -36200048.000000 Penalty: 6242.804199
	Iteration 5Q: 3 clusters Score -3.620005e+07 nChanged 18434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165623 members 
Mstep: Class 2 contains 126900 members 
Entering Unmasked Estep 
Score: -36210980.000000 Penalty: 6242.804199
	Iteration 6F: 3 clusters Score -3.621098e+07 nChanged 22043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175708 members 
Mstep: Class 2 contains 116815 members 
Entering Unmasked Estep 
Score: -36227328.000000 Penalty: 6242.804199
	Iteration 7F: 3 clusters Score -3.622733e+07 nChanged 23400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186678 members 
Mstep: Class 2 contains 105845 members 
Entering Unmasked Estep 
Score: -36247852.000000 Penalty: 6242.804199
	Iteration 8F: 3 clusters Score -3.624785e+07 nChanged 20415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194983 members 
Mstep: Class 2 contains 97540 members 
Entering Unmasked Estep 
Score: -36266588.000000 Penalty: 6242.804199
	Iteration 9F: 3 clusters Score -3.626659e+07 nChanged 13484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198745 members 
Mstep: Class 2 contains 93778 members 
Entering Unmasked Estep 
Score: -36274472.000000 Penalty: 6242.804199
	Iteration 10Q: 3 clusters Score -3.627447e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200711 members 
Mstep: Class 2 contains 91812 members 
Entering Unmasked Estep 
Score: -36276900.000000 Penalty: 6242.804199
	Iteration 11Q: 3 clusters Score -3.62769e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202127 members 
Mstep: Class 2 contains 90396 members 
Entering Unmasked Estep 
Score: -36277768.000000 Penalty: 6242.804199
	Iteration 12Q: 3 clusters Score -3.627777e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203399 members 
Mstep: Class 2 contains 89124 members 
Entering Unmasked Estep 
Score: -36278300.000000 Penalty: 6242.804199
	Iteration 13Q: 3 clusters Score -3.62783e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204493 members 
Mstep: Class 2 contains 88030 members 
Entering Unmasked Estep 
Score: -36278668.000000 Penalty: 6242.804199
	Iteration 14Q: 3 clusters Score -3.627867e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205530 members 
Mstep: Class 2 contains 86993 members 
Entering Unmasked Estep 
Score: -36279152.000000 Penalty: 6242.804199
	Iteration 15Q: 3 clusters Score -3.627915e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206617 members 
Mstep: Class 2 contains 85906 members 
Entering Unmasked Estep 
Score: -36279436.000000 Penalty: 6242.804199
	Iteration 16Q: 3 clusters Score -3.627944e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207701 members 
Mstep: Class 2 contains 84822 members 
Entering Unmasked Estep 
Score: -36279512.000000 Penalty: 6242.804199
	Iteration 17Q: 3 clusters Score -3.627951e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208793 members 
Mstep: Class 2 contains 83730 members 
Entering Unmasked Estep 
Score: -36279556.000000 Penalty: 6242.804199
	Iteration 18Q: 3 clusters Score -3.627956e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209899 members 
Mstep: Class 2 contains 82624 members 
Entering Unmasked Estep 
Score: -36279660.000000 Penalty: 6242.804199
	Iteration 19Q: 3 clusters Score -3.627966e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211009 members 
Mstep: Class 2 contains 81514 members 
Entering Unmasked Estep 
Score: -36279752.000000 Penalty: 6242.804199
	Iteration 20F: 3 clusters Score -3.627975e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212154 members 
Mstep: Class 2 contains 80369 members 
Entering Unmasked Estep 
Score: -36279848.000000 Penalty: 6242.804199
	Iteration 21Q: 3 clusters Score -3.627985e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213409 members 
Mstep: Class 2 contains 79114 members 
Entering Unmasked Estep 
Score: -36279980.000000 Penalty: 6242.804199
	Iteration 22Q: 3 clusters Score -3.627998e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214687 members 
Mstep: Class 2 contains 77836 members 
Entering Unmasked Estep 
Score: -36280016.000000 Penalty: 6242.804199
	Iteration 23Q: 3 clusters Score -3.628002e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216037 members 
Mstep: Class 2 contains 76486 members 
Entering Unmasked Estep 
Score: -36280068.000000 Penalty: 6242.804199
	Iteration 24Q: 3 clusters Score -3.628007e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217497 members 
Mstep: Class 2 contains 75026 members 
Entering Unmasked Estep 
Score: -36279992.000000 Penalty: 6242.804199
	Iteration 25Q: 3 clusters Score -3.627999e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219074 members 
Mstep: Class 2 contains 73449 members 
Entering Unmasked Estep 
Score: -36280208.000000 Penalty: 6242.804199
	Iteration 26Q: 3 clusters Score -3.628021e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220628 members 
Mstep: Class 2 contains 71895 members 
Entering Unmasked Estep 
Score: -36280296.000000 Penalty: 6242.804199
	Iteration 27Q: 3 clusters Score -3.62803e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222295 members 
Mstep: Class 2 contains 70228 members 
Entering Unmasked Estep 
Score: -36280428.000000 Penalty: 6242.804199
	Iteration 28Q: 3 clusters Score -3.628043e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223985 members 
Mstep: Class 2 contains 68538 members 
Entering Unmasked Estep 
Score: -36280564.000000 Penalty: 6242.804199
	Iteration 29Q: 3 clusters Score -3.628056e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225688 members 
Mstep: Class 2 contains 66835 members 
Entering Unmasked Estep 
Score: -36280936.000000 Penalty: 6242.804199
	Iteration 30Q: 3 clusters Score -3.628094e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227425 members 
Mstep: Class 2 contains 65098 members 
Entering Unmasked Estep 
Score: -36280948.000000 Penalty: 6242.804199
	Iteration 31Q: 3 clusters Score -3.628095e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229220 members 
Mstep: Class 2 contains 63303 members 
Entering Unmasked Estep 
Score: -36280996.000000 Penalty: 6242.804199
	Iteration 32Q: 3 clusters Score -3.6281e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231072 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -36281220.000000 Penalty: 6242.804199
	Iteration 33Q: 3 clusters Score -3.628122e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232999 members 
Mstep: Class 2 contains 59524 members 
Entering Unmasked Estep 
Score: -36281552.000000 Penalty: 6242.804199
	Iteration 34Q: 3 clusters Score -3.628155e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235018 members 
Mstep: Class 2 contains 57505 members 
Entering Unmasked Estep 
Score: -36281716.000000 Penalty: 6242.804199
	Iteration 35Q: 3 clusters Score -3.628172e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237164 members 
Mstep: Class 2 contains 55359 members 
Entering Unmasked Estep 
Score: -36281820.000000 Penalty: 6242.804199
	Iteration 36Q: 3 clusters Score -3.628182e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239331 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -36282132.000000 Penalty: 6242.804199
	Iteration 37Q: 3 clusters Score -3.628213e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241703 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
Score: -36282356.000000 Penalty: 6242.804199
	Iteration 38Q: 3 clusters Score -3.628236e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244334 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -36282668.000000 Penalty: 6242.804199
	Iteration 39Q: 3 clusters Score -3.628267e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247250 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -36282732.000000 Penalty: 6242.804199
	Iteration 40F: 3 clusters Score -3.628273e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250314 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -36283012.000000 Penalty: 6242.804199
	Iteration 41Q: 3 clusters Score -3.628301e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253534 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -36283252.000000 Penalty: 6242.804199
	Iteration 42Q: 3 clusters Score -3.628325e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256859 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -36283436.000000 Penalty: 6242.804199
	Iteration 43Q: 3 clusters Score -3.628344e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260274 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -36283548.000000 Penalty: 6242.804199
	Iteration 44Q: 3 clusters Score -3.628355e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263652 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -36283940.000000 Penalty: 6242.804199
	Iteration 45Q: 3 clusters Score -3.628394e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266838 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -36284012.000000 Penalty: 6242.804199
	Iteration 46Q: 3 clusters Score -3.628401e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269774 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -36284448.000000 Penalty: 6242.804199
	Iteration 47Q: 3 clusters Score -3.628445e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272496 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -36284604.000000 Penalty: 6242.804199
	Iteration 48Q: 3 clusters Score -3.62846e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274942 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -36284584.000000 Penalty: 6242.804199
	Iteration 49Q: 3 clusters Score -3.628458e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277050 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -36284564.000000 Penalty: 6242.804199
	Iteration 50Q: 3 clusters Score -3.628456e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278968 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -36284596.000000 Penalty: 6242.804199
	Iteration 51Q: 3 clusters Score -3.62846e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280676 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -36284596.000000 Penalty: 6242.804199
	Iteration 52Q: 3 clusters Score -3.62846e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282128 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -36284596.000000 Penalty: 6242.804199
	Iteration 53Q: 3 clusters Score -3.62846e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283374 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -36284488.000000 Penalty: 6242.804199
	Iteration 54Q: 3 clusters Score -3.628449e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284445 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -36284576.000000 Penalty: 6242.804199
	Iteration 55Q: 3 clusters Score -3.628458e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285368 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -36284612.000000 Penalty: 6242.804199
	Iteration 56Q: 3 clusters Score -3.628461e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286164 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -36284692.000000 Penalty: 6242.804199
	Iteration 57Q: 3 clusters Score -3.628469e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286832 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -36284552.000000 Penalty: 6242.804199
	Iteration 58Q: 3 clusters Score -3.628455e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287387 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -36284500.000000 Penalty: 6242.804199
	Iteration 59Q: 3 clusters Score -3.62845e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287831 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -36284400.000000 Penalty: 6242.804199
	Iteration 60F: 3 clusters Score -3.62844e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288218 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -36284312.000000 Penalty: 6242.804199
	Iteration 61Q: 3 clusters Score -3.628431e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288546 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -36284380.000000 Penalty: 6242.804199
	Iteration 62Q: 3 clusters Score -3.628438e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288824 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -36284272.000000 Penalty: 6242.804199
	Iteration 63Q: 3 clusters Score -3.628427e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289069 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -36284116.000000 Penalty: 6242.804199
	Iteration 64Q: 3 clusters Score -3.628412e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289278 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -36284104.000000 Penalty: 6242.804199
	Iteration 65Q: 3 clusters Score -3.62841e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289449 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -36284124.000000 Penalty: 6242.804199
	Iteration 66Q: 3 clusters Score -3.628412e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289610 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -36284012.000000 Penalty: 6242.804199
	Iteration 67Q: 3 clusters Score -3.628401e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289744 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -36284020.000000 Penalty: 6242.804199
	Iteration 68Q: 3 clusters Score -3.628402e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289869 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -36284036.000000 Penalty: 6242.804199
	Iteration 69Q: 3 clusters Score -3.628404e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290000 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -36284004.000000 Penalty: 6242.804199
	Iteration 70Q: 3 clusters Score -3.6284e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290109 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -36283972.000000 Penalty: 6242.804199
	Iteration 71Q: 3 clusters Score -3.628397e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290209 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -36283940.000000 Penalty: 6242.804199
	Iteration 72Q: 3 clusters Score -3.628394e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290288 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -36283964.000000 Penalty: 6242.804199
	Iteration 73Q: 3 clusters Score -3.628396e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290357 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -36283988.000000 Penalty: 6242.804199
	Iteration 74Q: 3 clusters Score -3.628399e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290420 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -36283936.000000 Penalty: 6242.804199
	Iteration 75Q: 3 clusters Score -3.628394e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290474 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -36283976.000000 Penalty: 6242.804199
	Iteration 76Q: 3 clusters Score -3.628398e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290520 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -36283956.000000 Penalty: 6242.804199
	Iteration 77Q: 3 clusters Score -3.628396e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290567 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -36283928.000000 Penalty: 6242.804199
	Iteration 78Q: 3 clusters Score -3.628393e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290605 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -36283892.000000 Penalty: 6242.804199
	Iteration 79Q: 3 clusters Score -3.628389e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290633 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -36283852.000000 Penalty: 6242.804199
	Iteration 80F: 3 clusters Score -3.628385e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290664 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -36283872.000000 Penalty: 6242.804199
	Iteration 81Q: 3 clusters Score -3.628387e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290687 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -36283892.000000 Penalty: 6242.804199
	Iteration 82Q: 3 clusters Score -3.628389e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290711 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -36283844.000000 Penalty: 6242.804199
	Iteration 83Q: 3 clusters Score -3.628384e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290737 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -36283832.000000 Penalty: 6242.804199
	Iteration 84Q: 3 clusters Score -3.628383e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290757 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -36283800.000000 Penalty: 6242.804199
	Iteration 85Q: 3 clusters Score -3.62838e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290782 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -36283800.000000 Penalty: 6242.804199
	Iteration 86Q: 3 clusters Score -3.62838e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290807 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -36283808.000000 Penalty: 6242.804199
	Iteration 87Q: 3 clusters Score -3.628381e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290822 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -36283772.000000 Penalty: 6242.804199
	Iteration 88Q: 3 clusters Score -3.628377e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290839 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -36283808.000000 Penalty: 6242.804199
	Iteration 89Q: 3 clusters Score -3.628381e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290848 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -36283796.000000 Penalty: 6242.804199
	Iteration 90Q: 3 clusters Score -3.62838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290859 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -36283784.000000 Penalty: 6242.804199
	Iteration 91Q: 3 clusters Score -3.628378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290868 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -36283784.000000 Penalty: 6242.804199
	Iteration 92Q: 3 clusters Score -3.628378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290876 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -36283768.000000 Penalty: 6242.804199
	Iteration 93Q: 3 clusters Score -3.628377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290885 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -36283768.000000 Penalty: 6242.804199
	Iteration 94Q: 3 clusters Score -3.628377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290893 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -36283776.000000 Penalty: 6242.804199
	Iteration 95Q: 3 clusters Score -3.628378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290900 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -36283784.000000 Penalty: 6242.804199
	Iteration 96Q: 3 clusters Score -3.628378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290902 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -36283772.000000 Penalty: 6242.804199
	Iteration 97Q: 3 clusters Score -3.628377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290905 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -36283772.000000 Penalty: 6242.804199
	Iteration 98Q: 3 clusters Score -3.628377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290907 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -36283780.000000 Penalty: 6242.804199
	Iteration 99Q: 3 clusters Score -3.628378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290912 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -36283780.000000 Penalty: 6242.804199
	Iteration 100F: 3 clusters Score -3.628378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290917 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -36283772.000000 Penalty: 6242.804199
	Iteration 101Q: 3 clusters Score -3.628377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290924 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -36283768.000000 Penalty: 6242.804199
	Iteration 102Q: 3 clusters Score -3.628377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290926 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -36283768.000000 Penalty: 6242.804199
	Iteration 103Q: 3 clusters Score -3.628377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290929 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -36283800.000000 Penalty: 6242.804199
	Iteration 104Q: 3 clusters Score -3.62838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290931 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -36283768.000000 Penalty: 6242.804199
	Iteration 105Q: 3 clusters Score -3.628377e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290939 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -36283784.000000 Penalty: 6242.804199
	Iteration 106Q: 3 clusters Score -3.628378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290946 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -36283748.000000 Penalty: 6242.804199
	Iteration 107Q: 3 clusters Score -3.628375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290952 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -36283732.000000 Penalty: 6242.804199
	Iteration 108Q: 3 clusters Score -3.628373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290960 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -36283764.000000 Penalty: 6242.804199
	Iteration 109Q: 3 clusters Score -3.628376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290964 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -36283744.000000 Penalty: 6242.804199
	Iteration 110Q: 3 clusters Score -3.628374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290971 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -36283744.000000 Penalty: 6242.804199
	Iteration 111Q: 3 clusters Score -3.628374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290973 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -36283760.000000 Penalty: 6242.804199
	Iteration 112Q: 3 clusters Score -3.628376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290977 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -36283728.000000 Penalty: 6242.804199
	Iteration 113Q: 3 clusters Score -3.628373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290982 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -36283732.000000 Penalty: 6242.804199
	Iteration 114Q: 3 clusters Score -3.628373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290985 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -36283728.000000 Penalty: 6242.804199
	Iteration 115Q: 3 clusters Score -3.628373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290986 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -36283716.000000 Penalty: 6242.804199
	Iteration 116Q: 3 clusters Score -3.628372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290992 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -36283720.000000 Penalty: 6242.804199
	Iteration 117Q: 3 clusters Score -3.628372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291000 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -36283736.000000 Penalty: 6242.804199
	Iteration 118Q: 3 clusters Score -3.628374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291006 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -36283740.000000 Penalty: 6242.804199
	Iteration 119Q: 3 clusters Score -3.628374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291012 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -36283744.000000 Penalty: 6242.804199
	Iteration 120F: 3 clusters Score -3.628374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291017 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -36283732.000000 Penalty: 6242.804199
	Iteration 121Q: 3 clusters Score -3.628373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291021 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -36283736.000000 Penalty: 6242.804199
	Iteration 122Q: 3 clusters Score -3.628374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291028 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -36283700.000000 Penalty: 6242.804199
	Iteration 123Q: 3 clusters Score -3.62837e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291035 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -36283740.000000 Penalty: 6242.804199
	Iteration 124Q: 3 clusters Score -3.628374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291044 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -36283708.000000 Penalty: 6242.804199
	Iteration 125Q: 3 clusters Score -3.628371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291053 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -36283688.000000 Penalty: 6242.804199
	Iteration 126Q: 3 clusters Score -3.628369e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291062 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -36283704.000000 Penalty: 6242.804199
	Iteration 127Q: 3 clusters Score -3.62837e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291071 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -36283708.000000 Penalty: 6242.804199
	Iteration 128Q: 3 clusters Score -3.628371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291076 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -36283724.000000 Penalty: 6242.804199
	Iteration 129Q: 3 clusters Score -3.628372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291081 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -36283704.000000 Penalty: 6242.804199
	Iteration 130Q: 3 clusters Score -3.62837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291088 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -36283700.000000 Penalty: 6242.804199
	Iteration 131Q: 3 clusters Score -3.62837e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291098 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -36283680.000000 Penalty: 6242.804199
	Iteration 132Q: 3 clusters Score -3.628368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291103 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -36283680.000000 Penalty: 6242.804199
	Iteration 133Q: 3 clusters Score -3.628368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291113 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -36283696.000000 Penalty: 6242.804199
	Iteration 134Q: 3 clusters Score -3.62837e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291121 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -36283704.000000 Penalty: 6242.804199
	Iteration 135Q: 3 clusters Score -3.62837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291129 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -36283684.000000 Penalty: 6242.804199
	Iteration 136Q: 3 clusters Score -3.628368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291134 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -36283704.000000 Penalty: 6242.804199
	Iteration 137Q: 3 clusters Score -3.62837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291141 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -36283720.000000 Penalty: 6242.804199
	Iteration 138Q: 3 clusters Score -3.628372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291146 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -36283704.000000 Penalty: 6242.804199
	Iteration 139Q: 3 clusters Score -3.62837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291147 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -36283712.000000 Penalty: 6242.804199
	Iteration 140F: 3 clusters Score -3.628371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291149 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -36283700.000000 Penalty: 6242.804199
	Iteration 141Q: 3 clusters Score -3.62837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291151 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -36283700.000000 Penalty: 6242.804199
	Iteration 142Q: 3 clusters Score -3.62837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291155 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -36283704.000000 Penalty: 6242.804199
	Iteration 143Q: 3 clusters Score -3.62837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291157 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -36283708.000000 Penalty: 6242.804199
	Iteration 144Q: 3 clusters Score -3.628371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291160 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -36283704.000000 Penalty: 6242.804199
	Iteration 145Q: 3 clusters Score -3.62837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291162 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -36283700.000000 Penalty: 6242.804199
	Iteration 146Q: 3 clusters Score -3.62837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291164 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -36283704.000000 Penalty: 6242.804199
	Iteration 147Q: 3 clusters Score -3.62837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291165 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -36283716.000000 Penalty: 6242.804199
	Iteration 148Q: 3 clusters Score -3.628372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291165 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -36283716.000000 Penalty: 6242.804199
	Iteration 149F: 3 clusters Score -3.628372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56269 members 
Entering Unmasked Estep 
Score: -7072207.500000 Penalty: 2712.598877
	Iteration 0F: 2 clusters Score -7072208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -7034350.500000 Penalty: 5425.197754
	Iteration 0F: 3 clusters Score -7034350 nChanged 26113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -7048862.000000 Penalty: 5425.197754
	Iteration 1F: 3 clusters Score -7048862 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -7049448.000000 Penalty: 5425.197754
	Iteration 2Q: 3 clusters Score -7049448 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -7050113.500000 Penalty: 5425.197754
	Iteration 3Q: 3 clusters Score -7050114 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -7050895.500000 Penalty: 5425.197754
	Iteration 4Q: 3 clusters Score -7050896 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -7051810.500000 Penalty: 5425.197754
	Iteration 5Q: 3 clusters Score -7051810 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -7053129.500000 Penalty: 5425.197754
	Iteration 6Q: 3 clusters Score -7053130 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -7054921.500000 Penalty: 5425.197754
	Iteration 7F: 3 clusters Score -7054922 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -7057224.500000 Penalty: 5425.197754
	Iteration 8F: 3 clusters Score -7057224 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -7060043.000000 Penalty: 5425.197754
	Iteration 9F: 3 clusters Score -7060043 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -7062987.000000 Penalty: 5425.197754
	Iteration 10F: 3 clusters Score -7062987 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -7065261.000000 Penalty: 5425.197754
	Iteration 11Q: 3 clusters Score -7065261 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -7066529.000000 Penalty: 5425.197754
	Iteration 12Q: 3 clusters Score -7066529 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -7067251.500000 Penalty: 5425.197754
	Iteration 13Q: 3 clusters Score -7067252 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -7067739.500000 Penalty: 5425.197754
	Iteration 14Q: 3 clusters Score -7067740 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -7068047.500000 Penalty: 5425.197754
	Iteration 15Q: 3 clusters Score -7068048 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -7068345.000000 Penalty: 5425.197754
	Iteration 16Q: 3 clusters Score -7068345 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 49113 members 
Entering Unmasked Estep 
Score: -7068641.000000 Penalty: 5425.197754
	Iteration 17Q: 3 clusters Score -7068641 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -7068857.000000 Penalty: 5425.197754
	Iteration 18Q: 3 clusters Score -7068857 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -7069087.500000 Penalty: 5425.197754
	Iteration 19Q: 3 clusters Score -7069088 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -7069316.000000 Penalty: 5425.197754
	Iteration 20F: 3 clusters Score -7069316 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -7069485.500000 Penalty: 5425.197754
	Iteration 21Q: 3 clusters Score -7069486 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -7069593.000000 Penalty: 5425.197754
	Iteration 22Q: 3 clusters Score -7069593 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -7069712.500000 Penalty: 5425.197754
	Iteration 23Q: 3 clusters Score -7069712 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -7069815.500000 Penalty: 5425.197754
	Iteration 24Q: 3 clusters Score -7069816 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -7069894.500000 Penalty: 5425.197754
	Iteration 25Q: 3 clusters Score -7069894 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -7069947.000000 Penalty: 5425.197754
	Iteration 26Q: 3 clusters Score -7069947 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -7069999.500000 Penalty: 5425.197754
	Iteration 27Q: 3 clusters Score -7070000 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 53021 members 
Entering Unmasked Estep 
Score: -7070047.000000 Penalty: 5425.197754
	Iteration 28Q: 3 clusters Score -7070047 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
Score: -7070087.000000 Penalty: 5425.197754
	Iteration 29Q: 3 clusters Score -7070087 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 53283 members 
Entering Unmasked Estep 
Score: -7070138.500000 Penalty: 5425.197754
	Iteration 30Q: 3 clusters Score -7070138 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 53402 members 
Entering Unmasked Estep 
Score: -7070170.000000 Penalty: 5425.197754
	Iteration 31Q: 3 clusters Score -7070170 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -7070213.000000 Penalty: 5425.197754
	Iteration 32Q: 3 clusters Score -7070213 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 53643 members 
Entering Unmasked Estep 
Score: -7070247.000000 Penalty: 5425.197754
	Iteration 33Q: 3 clusters Score -7070247 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 53751 members 
Entering Unmasked Estep 
Score: -7070291.500000 Penalty: 5425.197754
	Iteration 34Q: 3 clusters Score -7070292 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -7070328.500000 Penalty: 5425.197754
	Iteration 35Q: 3 clusters Score -7070328 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -7070354.000000 Penalty: 5425.197754
	Iteration 36Q: 3 clusters Score -7070354 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -7070366.500000 Penalty: 5425.197754
	Iteration 37Q: 3 clusters Score -7070366 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 54026 members 
Entering Unmasked Estep 
Score: -7070378.000000 Penalty: 5425.197754
	Iteration 38Q: 3 clusters Score -7070378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -7070390.000000 Penalty: 5425.197754
	Iteration 39Q: 3 clusters Score -7070390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -7070386.000000 Penalty: 5425.197754
	Iteration 40F: 3 clusters Score -7070386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 54099 members 
Entering Unmasked Estep 
Score: -7070396.500000 Penalty: 5425.197754
	Iteration 41Q: 3 clusters Score -7070396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 54114 members 
Entering Unmasked Estep 
Score: -7070393.500000 Penalty: 5425.197754
	Iteration 42Q: 3 clusters Score -7070394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -7070388.500000 Penalty: 5425.197754
	Iteration 43Q: 3 clusters Score -7070388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 54135 members 
Entering Unmasked Estep 
Score: -7070400.500000 Penalty: 5425.197754
	Iteration 44Q: 3 clusters Score -7070400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -7070403.500000 Penalty: 5425.197754
	Iteration 45Q: 3 clusters Score -7070404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -7070409.000000 Penalty: 5425.197754
	Iteration 46Q: 3 clusters Score -7070409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 54163 members 
Entering Unmasked Estep 
Score: -7070414.500000 Penalty: 5425.197754
	Iteration 47Q: 3 clusters Score -7070414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -7070419.500000 Penalty: 5425.197754
	Iteration 48Q: 3 clusters Score -7070420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -7070419.500000 Penalty: 5425.197754
	Iteration 49Q: 3 clusters Score -7070420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
Score: -7070422.500000 Penalty: 5425.197754
	Iteration 50Q: 3 clusters Score -7070422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -7070420.500000 Penalty: 5425.197754
	Iteration 51Q: 3 clusters Score -7070420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 54193 members 
Entering Unmasked Estep 
Score: -7070415.000000 Penalty: 5425.197754
	Iteration 52Q: 3 clusters Score -7070415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 54198 members 
Entering Unmasked Estep 
Score: -7070412.500000 Penalty: 5425.197754
	Iteration 53Q: 3 clusters Score -7070412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 54201 members 
Entering Unmasked Estep 
Score: -7070417.000000 Penalty: 5425.197754
	Iteration 54Q: 3 clusters Score -7070417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -7070422.500000 Penalty: 5425.197754
	Iteration 55Q: 3 clusters Score -7070422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -7070416.500000 Penalty: 5425.197754
	Iteration 56Q: 3 clusters Score -7070416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -7070414.500000 Penalty: 5425.197754
	Iteration 57Q: 3 clusters Score -7070414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -7070422.000000 Penalty: 5425.197754
	Iteration 58Q: 3 clusters Score -7070422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 54217 members 
Entering Unmasked Estep 
Score: -7070422.500000 Penalty: 5425.197754
	Iteration 59Q: 3 clusters Score -7070422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
Score: -7070419.000000 Penalty: 5425.197754
	Iteration 60F: 3 clusters Score -7070419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -7070425.500000 Penalty: 5425.197754
	Iteration 61Q: 3 clusters Score -7070426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -7070414.500000 Penalty: 5425.197754
	Iteration 62Q: 3 clusters Score -7070414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -7070409.500000 Penalty: 5425.197754
	Iteration 63Q: 3 clusters Score -7070410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -7070414.500000 Penalty: 5425.197754
	Iteration 64Q: 3 clusters Score -7070414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -7070411.000000 Penalty: 5425.197754
	Iteration 65Q: 3 clusters Score -7070411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -7070411.000000 Penalty: 5425.197754
	Iteration 66F: 3 clusters Score -7070411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Entering Unmasked Estep 
Score: -2348384.750000 Penalty: 2439.966797
	Iteration 0F: 2 clusters Score -2348385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2335239.000000 Penalty: 4879.933594
	Iteration 0F: 3 clusters Score -2335239 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2339612.500000 Penalty: 4879.933594
	Iteration 1F: 3 clusters Score -2339612 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2339966.750000 Penalty: 4879.933594
	Iteration 2F: 3 clusters Score -2339967 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2340259.250000 Penalty: 4879.933594
	Iteration 3Q: 3 clusters Score -2340259 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2340514.000000 Penalty: 4879.933594
	Iteration 4Q: 3 clusters Score -2340514 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2340729.500000 Penalty: 4879.933594
	Iteration 5Q: 3 clusters Score -2340730 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2340923.500000 Penalty: 4879.933594
	Iteration 6Q: 3 clusters Score -2340924 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2341122.250000 Penalty: 4879.933594
	Iteration 7Q: 3 clusters Score -2341122 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2341309.500000 Penalty: 4879.933594
	Iteration 8Q: 3 clusters Score -2341310 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2341475.750000 Penalty: 4879.933594
	Iteration 9Q: 3 clusters Score -2341476 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2341637.750000 Penalty: 4879.933594
	Iteration 10Q: 3 clusters Score -2341638 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2341757.250000 Penalty: 4879.933594
	Iteration 11Q: 3 clusters Score -2341757 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2341889.500000 Penalty: 4879.933594
	Iteration 12Q: 3 clusters Score -2341890 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2342034.500000 Penalty: 4879.933594
	Iteration 13Q: 3 clusters Score -2342034 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2342164.500000 Penalty: 4879.933594
	Iteration 14Q: 3 clusters Score -2342164 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2342300.000000 Penalty: 4879.933594
	Iteration 15Q: 3 clusters Score -2342300 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2342466.750000 Penalty: 4879.933594
	Iteration 16Q: 3 clusters Score -2342467 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2342637.500000 Penalty: 4879.933594
	Iteration 17Q: 3 clusters Score -2342638 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2342859.750000 Penalty: 4879.933594
	Iteration 18Q: 3 clusters Score -2342860 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2343129.000000 Penalty: 4879.933594
	Iteration 19Q: 3 clusters Score -2343129 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2343413.500000 Penalty: 4879.933594
	Iteration 20F: 3 clusters Score -2343414 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2343686.000000 Penalty: 4879.933594
	Iteration 21Q: 3 clusters Score -2343686 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2343967.750000 Penalty: 4879.933594
	Iteration 22Q: 3 clusters Score -2343968 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2344204.000000 Penalty: 4879.933594
	Iteration 23Q: 3 clusters Score -2344204 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2344452.250000 Penalty: 4879.933594
	Iteration 24Q: 3 clusters Score -2344452 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2344682.500000 Penalty: 4879.933594
	Iteration 25Q: 3 clusters Score -2344682 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2344856.500000 Penalty: 4879.933594
	Iteration 26Q: 3 clusters Score -2344856 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2345018.500000 Penalty: 4879.933594
	Iteration 27Q: 3 clusters Score -2345018 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2345178.750000 Penalty: 4879.933594
	Iteration 28Q: 3 clusters Score -2345179 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2345305.250000 Penalty: 4879.933594
	Iteration 29Q: 3 clusters Score -2345305 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2345436.000000 Penalty: 4879.933594
	Iteration 30Q: 3 clusters Score -2345436 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2345540.750000 Penalty: 4879.933594
	Iteration 31Q: 3 clusters Score -2345541 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2345634.000000 Penalty: 4879.933594
	Iteration 32Q: 3 clusters Score -2345634 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2345736.750000 Penalty: 4879.933594
	Iteration 33Q: 3 clusters Score -2345737 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2345821.750000 Penalty: 4879.933594
	Iteration 34Q: 3 clusters Score -2345822 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2345892.250000 Penalty: 4879.933594
	Iteration 35Q: 3 clusters Score -2345892 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2345950.000000 Penalty: 4879.933594
	Iteration 36Q: 3 clusters Score -2345950 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2345991.750000 Penalty: 4879.933594
	Iteration 37Q: 3 clusters Score -2345992 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2346025.000000 Penalty: 4879.933594
	Iteration 38Q: 3 clusters Score -2346025 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2346059.750000 Penalty: 4879.933594
	Iteration 39Q: 3 clusters Score -2346060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2346087.750000 Penalty: 4879.933594
	Iteration 40F: 3 clusters Score -2346088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2346116.500000 Penalty: 4879.933594
	Iteration 41Q: 3 clusters Score -2346116 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2346134.250000 Penalty: 4879.933594
	Iteration 42Q: 3 clusters Score -2346134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2346153.750000 Penalty: 4879.933594
	Iteration 43Q: 3 clusters Score -2346154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2346169.250000 Penalty: 4879.933594
	Iteration 44Q: 3 clusters Score -2346169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2346188.750000 Penalty: 4879.933594
	Iteration 45Q: 3 clusters Score -2346189 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2346215.250000 Penalty: 4879.933594
	Iteration 46Q: 3 clusters Score -2346215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2346228.500000 Penalty: 4879.933594
	Iteration 47Q: 3 clusters Score -2346228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2346241.500000 Penalty: 4879.933594
	Iteration 48Q: 3 clusters Score -2346242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2346253.250000 Penalty: 4879.933594
	Iteration 49Q: 3 clusters Score -2346253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2346270.250000 Penalty: 4879.933594
	Iteration 50Q: 3 clusters Score -2346270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2346289.000000 Penalty: 4879.933594
	Iteration 51Q: 3 clusters Score -2346289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2346301.000000 Penalty: 4879.933594
	Iteration 52Q: 3 clusters Score -2346301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2346311.500000 Penalty: 4879.933594
	Iteration 53Q: 3 clusters Score -2346312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2346310.500000 Penalty: 4879.933594
	Iteration 54Q: 3 clusters Score -2346310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2346320.500000 Penalty: 4879.933594
	Iteration 55Q: 3 clusters Score -2346320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2346319.750000 Penalty: 4879.933594
	Iteration 56Q: 3 clusters Score -2346320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2346321.750000 Penalty: 4879.933594
	Iteration 57Q: 3 clusters Score -2346322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2346324.000000 Penalty: 4879.933594
	Iteration 58Q: 3 clusters Score -2346324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2346331.750000 Penalty: 4879.933594
	Iteration 59Q: 3 clusters Score -2346332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2346340.250000 Penalty: 4879.933594
	Iteration 60F: 3 clusters Score -2346340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2346350.500000 Penalty: 4879.933594
	Iteration 61Q: 3 clusters Score -2346350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2346350.250000 Penalty: 4879.933594
	Iteration 62Q: 3 clusters Score -2346350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2346351.750000 Penalty: 4879.933594
	Iteration 63Q: 3 clusters Score -2346352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2346358.750000 Penalty: 4879.933594
	Iteration 64Q: 3 clusters Score -2346359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2346359.500000 Penalty: 4879.933594
	Iteration 65Q: 3 clusters Score -2346360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2346362.250000 Penalty: 4879.933594
	Iteration 66Q: 3 clusters Score -2346362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2346364.750000 Penalty: 4879.933594
	Iteration 67Q: 3 clusters Score -2346365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2346368.000000 Penalty: 4879.933594
	Iteration 68Q: 3 clusters Score -2346368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2346365.750000 Penalty: 4879.933594
	Iteration 69Q: 3 clusters Score -2346366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2346365.500000 Penalty: 4879.933594
	Iteration 70Q: 3 clusters Score -2346366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2346366.250000 Penalty: 4879.933594
	Iteration 71Q: 3 clusters Score -2346366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2346369.000000 Penalty: 4879.933594
	Iteration 72Q: 3 clusters Score -2346369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2346369.000000 Penalty: 4879.933594
	Iteration 73F: 3 clusters Score -2346369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (279417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279417 members 
Entering Unmasked Estep 
Score: -34636488.000000 Penalty: 3110.034180
	Iteration 0F: 2 clusters Score -3.463649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139655 members 
Mstep: Class 2 contains 139762 members 
Entering Unmasked Estep 
Score: -34456688.000000 Penalty: 6220.068359
	Iteration 0F: 3 clusters Score -3.445669e+07 nChanged 135437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137020 members 
Mstep: Class 2 contains 142397 members 
Entering Unmasked Estep 
Score: -34539236.000000 Penalty: 6220.068359
	Iteration 1F: 3 clusters Score -3.453924e+07 nChanged 10333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135091 members 
Mstep: Class 2 contains 144326 members 
Entering Unmasked Estep 
Score: -34543368.000000 Penalty: 6220.068359
	Iteration 2Q: 3 clusters Score -3.454337e+07 nChanged 13044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131797 members 
Mstep: Class 2 contains 147620 members 
Entering Unmasked Estep 
Score: -34549480.000000 Penalty: 6220.068359
	Iteration 3Q: 3 clusters Score -3.454948e+07 nChanged 16288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126557 members 
Mstep: Class 2 contains 152860 members 
Entering Unmasked Estep 
Score: -34558816.000000 Penalty: 6220.068359
	Iteration 4F: 3 clusters Score -3.455882e+07 nChanged 19157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119286 members 
Mstep: Class 2 contains 160131 members 
Entering Unmasked Estep 
Score: -34571932.000000 Penalty: 6220.068359
	Iteration 5F: 3 clusters Score -3.457193e+07 nChanged 20545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110841 members 
Mstep: Class 2 contains 168576 members 
Entering Unmasked Estep 
Score: -34588320.000000 Penalty: 6220.068359
	Iteration 6F: 3 clusters Score -3.458832e+07 nChanged 19264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103007 members 
Mstep: Class 2 contains 176410 members 
Entering Unmasked Estep 
Score: -34603312.000000 Penalty: 6220.068359
	Iteration 7F: 3 clusters Score -3.460331e+07 nChanged 14765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97190 members 
Mstep: Class 2 contains 182227 members 
Entering Unmasked Estep 
Score: -34612016.000000 Penalty: 6220.068359
	Iteration 8F: 3 clusters Score -3.461202e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92903 members 
Mstep: Class 2 contains 186514 members 
Entering Unmasked Estep 
Score: -34616016.000000 Penalty: 6220.068359
	Iteration 9Q: 3 clusters Score -3.461602e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89100 members 
Mstep: Class 2 contains 190317 members 
Entering Unmasked Estep 
Score: -34618664.000000 Penalty: 6220.068359
	Iteration 10Q: 3 clusters Score -3.461866e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85411 members 
Mstep: Class 2 contains 194006 members 
Entering Unmasked Estep 
Score: -34620796.000000 Penalty: 6220.068359
	Iteration 11Q: 3 clusters Score -3.46208e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81922 members 
Mstep: Class 2 contains 197495 members 
Entering Unmasked Estep 
Score: -34622596.000000 Penalty: 6220.068359
	Iteration 12Q: 3 clusters Score -3.46226e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78670 members 
Mstep: Class 2 contains 200747 members 
Entering Unmasked Estep 
Score: -34624016.000000 Penalty: 6220.068359
	Iteration 13Q: 3 clusters Score -3.462402e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75569 members 
Mstep: Class 2 contains 203848 members 
Entering Unmasked Estep 
Score: -34624952.000000 Penalty: 6220.068359
	Iteration 14Q: 3 clusters Score -3.462495e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72671 members 
Mstep: Class 2 contains 206746 members 
Entering Unmasked Estep 
Score: -34625956.000000 Penalty: 6220.068359
	Iteration 15Q: 3 clusters Score -3.462596e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69866 members 
Mstep: Class 2 contains 209551 members 
Entering Unmasked Estep 
Score: -34626772.000000 Penalty: 6220.068359
	Iteration 16Q: 3 clusters Score -3.462677e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67257 members 
Mstep: Class 2 contains 212160 members 
Entering Unmasked Estep 
Score: -34627460.000000 Penalty: 6220.068359
	Iteration 17Q: 3 clusters Score -3.462746e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64711 members 
Mstep: Class 2 contains 214706 members 
Entering Unmasked Estep 
Score: -34627896.000000 Penalty: 6220.068359
	Iteration 18Q: 3 clusters Score -3.46279e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62176 members 
Mstep: Class 2 contains 217241 members 
Entering Unmasked Estep 
Score: -34628332.000000 Penalty: 6220.068359
	Iteration 19Q: 3 clusters Score -3.462833e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 219861 members 
Entering Unmasked Estep 
Score: -34628768.000000 Penalty: 6220.068359
	Iteration 20F: 3 clusters Score -3.462877e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56889 members 
Mstep: Class 2 contains 222528 members 
Entering Unmasked Estep 
Score: -34629132.000000 Penalty: 6220.068359
	Iteration 21Q: 3 clusters Score -3.462913e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 225202 members 
Entering Unmasked Estep 
Score: -34629616.000000 Penalty: 6220.068359
	Iteration 22Q: 3 clusters Score -3.462962e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 227919 members 
Entering Unmasked Estep 
Score: -34629944.000000 Penalty: 6220.068359
	Iteration 23Q: 3 clusters Score -3.462994e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 230621 members 
Entering Unmasked Estep 
Score: -34630200.000000 Penalty: 6220.068359
	Iteration 24Q: 3 clusters Score -3.46302e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 233322 members 
Entering Unmasked Estep 
Score: -34630588.000000 Penalty: 6220.068359
	Iteration 25Q: 3 clusters Score -3.463059e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 236082 members 
Entering Unmasked Estep 
Score: -34630980.000000 Penalty: 6220.068359
	Iteration 26Q: 3 clusters Score -3.463098e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 238995 members 
Entering Unmasked Estep 
Score: -34631540.000000 Penalty: 6220.068359
	Iteration 27Q: 3 clusters Score -3.463154e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 242146 members 
Entering Unmasked Estep 
Score: -34632024.000000 Penalty: 6220.068359
	Iteration 28Q: 3 clusters Score -3.463202e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 245373 members 
Entering Unmasked Estep 
Score: -34632520.000000 Penalty: 6220.068359
	Iteration 29Q: 3 clusters Score -3.463252e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 248621 members 
Entering Unmasked Estep 
Score: -34632652.000000 Penalty: 6220.068359
	Iteration 30Q: 3 clusters Score -3.463265e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 251782 members 
Entering Unmasked Estep 
Score: -34633004.000000 Penalty: 6220.068359
	Iteration 31Q: 3 clusters Score -3.4633e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 254956 members 
Entering Unmasked Estep 
Score: -34633500.000000 Penalty: 6220.068359
	Iteration 32Q: 3 clusters Score -3.46335e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 258130 members 
Entering Unmasked Estep 
Score: -34633968.000000 Penalty: 6220.068359
	Iteration 33Q: 3 clusters Score -3.463397e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 261071 members 
Entering Unmasked Estep 
Score: -34634396.000000 Penalty: 6220.068359
	Iteration 34Q: 3 clusters Score -3.46344e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 263765 members 
Entering Unmasked Estep 
Score: -34634796.000000 Penalty: 6220.068359
	Iteration 35Q: 3 clusters Score -3.46348e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 266140 members 
Entering Unmasked Estep 
Score: -34635212.000000 Penalty: 6220.068359
	Iteration 36Q: 3 clusters Score -3.463521e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 268198 members 
Entering Unmasked Estep 
Score: -34635288.000000 Penalty: 6220.068359
	Iteration 37Q: 3 clusters Score -3.463529e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 269998 members 
Entering Unmasked Estep 
Score: -34635268.000000 Penalty: 6220.068359
	Iteration 38Q: 3 clusters Score -3.463527e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 271514 members 
Entering Unmasked Estep 
Score: -34635328.000000 Penalty: 6220.068359
	Iteration 39Q: 3 clusters Score -3.463533e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 272696 members 
Entering Unmasked Estep 
Score: -34635284.000000 Penalty: 6220.068359
	Iteration 40F: 3 clusters Score -3.463528e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 273744 members 
Entering Unmasked Estep 
Score: -34635268.000000 Penalty: 6220.068359
	Iteration 41Q: 3 clusters Score -3.463527e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 274560 members 
Entering Unmasked Estep 
Score: -34635268.000000 Penalty: 6220.068359
	Iteration 42Q: 3 clusters Score -3.463527e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 275218 members 
Entering Unmasked Estep 
Score: -34635224.000000 Penalty: 6220.068359
	Iteration 43Q: 3 clusters Score -3.463522e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 275764 members 
Entering Unmasked Estep 
Score: -34635196.000000 Penalty: 6220.068359
	Iteration 44Q: 3 clusters Score -3.46352e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 276181 members 
Entering Unmasked Estep 
Score: -34635116.000000 Penalty: 6220.068359
	Iteration 45Q: 3 clusters Score -3.463512e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 276499 members 
Entering Unmasked Estep 
Score: -34635104.000000 Penalty: 6220.068359
	Iteration 46Q: 3 clusters Score -3.46351e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 276746 members 
Entering Unmasked Estep 
Score: -34635060.000000 Penalty: 6220.068359
	Iteration 47Q: 3 clusters Score -3.463506e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 276921 members 
Entering Unmasked Estep 
Score: -34635008.000000 Penalty: 6220.068359
	Iteration 48Q: 3 clusters Score -3.463501e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 277060 members 
Entering Unmasked Estep 
Score: -34635008.000000 Penalty: 6220.068359
	Iteration 49Q: 3 clusters Score -3.463501e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 277168 members 
Entering Unmasked Estep 
Score: -34635004.000000 Penalty: 6220.068359
	Iteration 50Q: 3 clusters Score -3.4635e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 277262 members 
Entering Unmasked Estep 
Score: -34635040.000000 Penalty: 6220.068359
	Iteration 51Q: 3 clusters Score -3.463504e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 277337 members 
Entering Unmasked Estep 
Score: -34635000.000000 Penalty: 6220.068359
	Iteration 52Q: 3 clusters Score -3.4635e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 277411 members 
Entering Unmasked Estep 
Score: -34635024.000000 Penalty: 6220.068359
	Iteration 53Q: 3 clusters Score -3.463502e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 277473 members 
Entering Unmasked Estep 
Score: -34635008.000000 Penalty: 6220.068359
	Iteration 54Q: 3 clusters Score -3.463501e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 277521 members 
Entering Unmasked Estep 
Score: -34635060.000000 Penalty: 6220.068359
	Iteration 55Q: 3 clusters Score -3.463506e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 277565 members 
Entering Unmasked Estep 
Score: -34635016.000000 Penalty: 6220.068359
	Iteration 56Q: 3 clusters Score -3.463502e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 277605 members 
Entering Unmasked Estep 
Score: -34634988.000000 Penalty: 6220.068359
	Iteration 57Q: 3 clusters Score -3.463499e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 277640 members 
Entering Unmasked Estep 
Score: -34635004.000000 Penalty: 6220.068359
	Iteration 58Q: 3 clusters Score -3.4635e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 277679 members 
Entering Unmasked Estep 
Score: -34635016.000000 Penalty: 6220.068359
	Iteration 59Q: 3 clusters Score -3.463502e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 277710 members 
Entering Unmasked Estep 
Score: -34635016.000000 Penalty: 6220.068359
	Iteration 60F: 3 clusters Score -3.463502e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 277730 members 
Entering Unmasked Estep 
Score: -34634992.000000 Penalty: 6220.068359
	Iteration 61Q: 3 clusters Score -3.463499e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 277749 members 
Entering Unmasked Estep 
Score: -34635012.000000 Penalty: 6220.068359
	Iteration 62Q: 3 clusters Score -3.463501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 277759 members 
Entering Unmasked Estep 
Score: -34635008.000000 Penalty: 6220.068359
	Iteration 63Q: 3 clusters Score -3.463501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 277766 members 
Entering Unmasked Estep 
Score: -34634988.000000 Penalty: 6220.068359
	Iteration 64Q: 3 clusters Score -3.463499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 277768 members 
Entering Unmasked Estep 
Score: -34635000.000000 Penalty: 6220.068359
	Iteration 65Q: 3 clusters Score -3.4635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 277774 members 
Entering Unmasked Estep 
Score: -34635008.000000 Penalty: 6220.068359
	Iteration 66Q: 3 clusters Score -3.463501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 277779 members 
Entering Unmasked Estep 
Score: -34634996.000000 Penalty: 6220.068359
	Iteration 67Q: 3 clusters Score -3.4635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 277787 members 
Entering Unmasked Estep 
Score: -34634984.000000 Penalty: 6220.068359
	Iteration 68Q: 3 clusters Score -3.463498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 277790 members 
Entering Unmasked Estep 
Score: -34634992.000000 Penalty: 6220.068359
	Iteration 69Q: 3 clusters Score -3.463499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 277796 members 
Entering Unmasked Estep 
Score: -34635004.000000 Penalty: 6220.068359
	Iteration 70Q: 3 clusters Score -3.4635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 277802 members 
Entering Unmasked Estep 
Score: -34635016.000000 Penalty: 6220.068359
	Iteration 71Q: 3 clusters Score -3.463502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 277805 members 
Entering Unmasked Estep 
Score: -34635024.000000 Penalty: 6220.068359
	Iteration 72Q: 3 clusters Score -3.463502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 277806 members 
Entering Unmasked Estep 
Score: -34635024.000000 Penalty: 6220.068359
	Iteration 73Q: 3 clusters Score -3.463502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 277806 members 
Entering Unmasked Estep 
Score: -34635024.000000 Penalty: 6220.068359
	Iteration 74F: 3 clusters Score -3.463502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Entering Unmasked Estep 
Score: -1192307.125000 Penalty: 2281.621826
	Iteration 0F: 2 clusters Score -1192307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1184714.375000 Penalty: 4563.243652
	Iteration 0F: 3 clusters Score -1184714 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1186932.125000 Penalty: 4563.243652
	Iteration 1F: 3 clusters Score -1186932 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1187253.375000 Penalty: 4563.243652
	Iteration 2F: 3 clusters Score -1187253 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1187472.750000 Penalty: 4563.243652
	Iteration 3Q: 3 clusters Score -1187473 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1187646.500000 Penalty: 4563.243652
	Iteration 4Q: 3 clusters Score -1187646 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1187784.125000 Penalty: 4563.243652
	Iteration 5Q: 3 clusters Score -1187784 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1187916.125000 Penalty: 4563.243652
	Iteration 6Q: 3 clusters Score -1187916 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1188019.000000 Penalty: 4563.243652
	Iteration 7Q: 3 clusters Score -1188019 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1188136.875000 Penalty: 4563.243652
	Iteration 8Q: 3 clusters Score -1188137 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1188271.000000 Penalty: 4563.243652
	Iteration 9Q: 3 clusters Score -1188271 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1188431.500000 Penalty: 4563.243652
	Iteration 10Q: 3 clusters Score -1188432 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1188593.500000 Penalty: 4563.243652
	Iteration 11Q: 3 clusters Score -1188594 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1188765.250000 Penalty: 4563.243652
	Iteration 12Q: 3 clusters Score -1188765 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1188976.875000 Penalty: 4563.243652
	Iteration 13Q: 3 clusters Score -1188977 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1189196.875000 Penalty: 4563.243652
	Iteration 14Q: 3 clusters Score -1189197 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1189411.625000 Penalty: 4563.243652
	Iteration 15Q: 3 clusters Score -1189412 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1189591.125000 Penalty: 4563.243652
	Iteration 16Q: 3 clusters Score -1189591 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1189775.375000 Penalty: 4563.243652
	Iteration 17Q: 3 clusters Score -1189775 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1189952.000000 Penalty: 4563.243652
	Iteration 18Q: 3 clusters Score -1189952 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1190095.250000 Penalty: 4563.243652
	Iteration 19Q: 3 clusters Score -1190095 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1190222.250000 Penalty: 4563.243652
	Iteration 20F: 3 clusters Score -1190222 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1190321.875000 Penalty: 4563.243652
	Iteration 21Q: 3 clusters Score -1190322 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1190412.500000 Penalty: 4563.243652
	Iteration 22Q: 3 clusters Score -1190412 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1190499.500000 Penalty: 4563.243652
	Iteration 23Q: 3 clusters Score -1190500 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1190564.750000 Penalty: 4563.243652
	Iteration 24Q: 3 clusters Score -1190565 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1190616.750000 Penalty: 4563.243652
	Iteration 25Q: 3 clusters Score -1190617 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1190663.625000 Penalty: 4563.243652
	Iteration 26Q: 3 clusters Score -1190664 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1190694.125000 Penalty: 4563.243652
	Iteration 27Q: 3 clusters Score -1190694 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1190726.375000 Penalty: 4563.243652
	Iteration 28Q: 3 clusters Score -1190726 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1190761.875000 Penalty: 4563.243652
	Iteration 29Q: 3 clusters Score -1190762 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1190789.125000 Penalty: 4563.243652
	Iteration 30Q: 3 clusters Score -1190789 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1190812.875000 Penalty: 4563.243652
	Iteration 31Q: 3 clusters Score -1190813 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1190839.125000 Penalty: 4563.243652
	Iteration 32Q: 3 clusters Score -1190839 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1190861.500000 Penalty: 4563.243652
	Iteration 33Q: 3 clusters Score -1190862 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1190877.125000 Penalty: 4563.243652
	Iteration 34Q: 3 clusters Score -1190877 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1190896.625000 Penalty: 4563.243652
	Iteration 35Q: 3 clusters Score -1190897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1190902.625000 Penalty: 4563.243652
	Iteration 36Q: 3 clusters Score -1190903 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1190907.125000 Penalty: 4563.243652
	Iteration 37Q: 3 clusters Score -1190907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1190915.625000 Penalty: 4563.243652
	Iteration 38Q: 3 clusters Score -1190916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1190919.000000 Penalty: 4563.243652
	Iteration 39Q: 3 clusters Score -1190919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1190922.250000 Penalty: 4563.243652
	Iteration 40F: 3 clusters Score -1190922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1190925.500000 Penalty: 4563.243652
	Iteration 41Q: 3 clusters Score -1190926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1190927.750000 Penalty: 4563.243652
	Iteration 42Q: 3 clusters Score -1190928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1190926.875000 Penalty: 4563.243652
	Iteration 43Q: 3 clusters Score -1190927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1190926.375000 Penalty: 4563.243652
	Iteration 44Q: 3 clusters Score -1190926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1190924.875000 Penalty: 4563.243652
	Iteration 45Q: 3 clusters Score -1190925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1190927.000000 Penalty: 4563.243652
	Iteration 46Q: 3 clusters Score -1190927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1190927.000000 Penalty: 4563.243652
	Iteration 47F: 3 clusters Score -1190927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Entering Unmasked Estep 
Score: -2705878.250000 Penalty: 2481.308594
	Iteration 0F: 2 clusters Score -2705878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2690375.250000 Penalty: 4962.617188
	Iteration 0F: 3 clusters Score -2690375 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2695598.000000 Penalty: 4962.617188
	Iteration 1F: 3 clusters Score -2695598 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2695995.750000 Penalty: 4962.617188
	Iteration 2F: 3 clusters Score -2695996 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2696289.000000 Penalty: 4962.617188
	Iteration 3Q: 3 clusters Score -2696289 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2696571.000000 Penalty: 4962.617188
	Iteration 4Q: 3 clusters Score -2696571 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2696842.750000 Penalty: 4962.617188
	Iteration 5Q: 3 clusters Score -2696843 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2697060.500000 Penalty: 4962.617188
	Iteration 6Q: 3 clusters Score -2697060 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2697313.500000 Penalty: 4962.617188
	Iteration 7Q: 3 clusters Score -2697314 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2697571.500000 Penalty: 4962.617188
	Iteration 8Q: 3 clusters Score -2697572 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2697906.250000 Penalty: 4962.617188
	Iteration 9Q: 3 clusters Score -2697906 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2698310.000000 Penalty: 4962.617188
	Iteration 10Q: 3 clusters Score -2698310 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2698850.750000 Penalty: 4962.617188
	Iteration 11Q: 3 clusters Score -2698851 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2699568.000000 Penalty: 4962.617188
	Iteration 12Q: 3 clusters Score -2699568 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2700284.000000 Penalty: 4962.617188
	Iteration 13Q: 3 clusters Score -2700284 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2700909.500000 Penalty: 4962.617188
	Iteration 14Q: 3 clusters Score -2700910 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2701364.250000 Penalty: 4962.617188
	Iteration 15Q: 3 clusters Score -2701364 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2701738.250000 Penalty: 4962.617188
	Iteration 16Q: 3 clusters Score -2701738 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2702006.500000 Penalty: 4962.617188
	Iteration 17Q: 3 clusters Score -2702006 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2702203.750000 Penalty: 4962.617188
	Iteration 18Q: 3 clusters Score -2702204 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2702375.250000 Penalty: 4962.617188
	Iteration 19Q: 3 clusters Score -2702375 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2702519.000000 Penalty: 4962.617188
	Iteration 20F: 3 clusters Score -2702519 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2702636.750000 Penalty: 4962.617188
	Iteration 21Q: 3 clusters Score -2702637 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2702744.250000 Penalty: 4962.617188
	Iteration 22Q: 3 clusters Score -2702744 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2702852.750000 Penalty: 4962.617188
	Iteration 23Q: 3 clusters Score -2702853 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2702965.000000 Penalty: 4962.617188
	Iteration 24Q: 3 clusters Score -2702965 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2703073.500000 Penalty: 4962.617188
	Iteration 25Q: 3 clusters Score -2703074 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2703168.250000 Penalty: 4962.617188
	Iteration 26Q: 3 clusters Score -2703168 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2703241.750000 Penalty: 4962.617188
	Iteration 27Q: 3 clusters Score -2703242 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2703307.000000 Penalty: 4962.617188
	Iteration 28Q: 3 clusters Score -2703307 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2703359.250000 Penalty: 4962.617188
	Iteration 29Q: 3 clusters Score -2703359 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2703400.000000 Penalty: 4962.617188
	Iteration 30Q: 3 clusters Score -2703400 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2703446.250000 Penalty: 4962.617188
	Iteration 31Q: 3 clusters Score -2703446 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2703476.000000 Penalty: 4962.617188
	Iteration 32Q: 3 clusters Score -2703476 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2703509.500000 Penalty: 4962.617188
	Iteration 33Q: 3 clusters Score -2703510 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2703526.750000 Penalty: 4962.617188
	Iteration 34Q: 3 clusters Score -2703527 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2703547.250000 Penalty: 4962.617188
	Iteration 35Q: 3 clusters Score -2703547 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2703567.250000 Penalty: 4962.617188
	Iteration 36Q: 3 clusters Score -2703567 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2703603.250000 Penalty: 4962.617188
	Iteration 37Q: 3 clusters Score -2703603 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2703630.500000 Penalty: 4962.617188
	Iteration 38Q: 3 clusters Score -2703630 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2703649.750000 Penalty: 4962.617188
	Iteration 39Q: 3 clusters Score -2703650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2703681.500000 Penalty: 4962.617188
	Iteration 40F: 3 clusters Score -2703682 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2703717.250000 Penalty: 4962.617188
	Iteration 41Q: 3 clusters Score -2703717 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2703742.750000 Penalty: 4962.617188
	Iteration 42Q: 3 clusters Score -2703743 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2703759.250000 Penalty: 4962.617188
	Iteration 43Q: 3 clusters Score -2703759 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2703778.750000 Penalty: 4962.617188
	Iteration 44Q: 3 clusters Score -2703779 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2703798.250000 Penalty: 4962.617188
	Iteration 45Q: 3 clusters Score -2703798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2703808.750000 Penalty: 4962.617188
	Iteration 46Q: 3 clusters Score -2703809 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2703805.500000 Penalty: 4962.617188
	Iteration 47Q: 3 clusters Score -2703806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2703822.500000 Penalty: 4962.617188
	Iteration 48Q: 3 clusters Score -2703822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2703831.500000 Penalty: 4962.617188
	Iteration 49Q: 3 clusters Score -2703832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2703841.250000 Penalty: 4962.617188
	Iteration 50Q: 3 clusters Score -2703841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2703842.250000 Penalty: 4962.617188
	Iteration 51Q: 3 clusters Score -2703842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2703844.500000 Penalty: 4962.617188
	Iteration 52Q: 3 clusters Score -2703844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2703850.000000 Penalty: 4962.617188
	Iteration 53Q: 3 clusters Score -2703850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2703851.500000 Penalty: 4962.617188
	Iteration 54Q: 3 clusters Score -2703852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2703851.250000 Penalty: 4962.617188
	Iteration 55Q: 3 clusters Score -2703851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2703851.250000 Penalty: 4962.617188
	Iteration 56F: 3 clusters Score -2703851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Entering Unmasked Estep 
Score: -892600.562500 Penalty: 2247.767578
	Iteration 0F: 2 clusters Score -892600.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -885909.750000 Penalty: 4495.535156
	Iteration 0F: 3 clusters Score -885909.8 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -888289.062500 Penalty: 4495.535156
	Iteration 1F: 3 clusters Score -888289.1 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -889377.812500 Penalty: 4495.535156
	Iteration 2F: 3 clusters Score -889377.8 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -890508.812500 Penalty: 4495.535156
	Iteration 3F: 3 clusters Score -890508.8 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -891707.750000 Penalty: 4495.535156
	Iteration 4F: 3 clusters Score -891707.8 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -892533.500000 Penalty: 4495.535156
	Iteration 5F: 3 clusters Score -892533.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -892825.500000 Penalty: 4495.535156
	Iteration 6Q: 3 clusters Score -892825.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -892943.437500 Penalty: 4495.535156
	Iteration 7Q: 3 clusters Score -892943.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -893011.687500 Penalty: 4495.535156
	Iteration 8Q: 3 clusters Score -893011.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -893058.562500 Penalty: 4495.535156
	Iteration 9Q: 3 clusters Score -893058.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -893092.625000 Penalty: 4495.535156
	Iteration 10Q: 3 clusters Score -893092.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -893110.937500 Penalty: 4495.535156
	Iteration 11Q: 3 clusters Score -893110.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -893130.750000 Penalty: 4495.535156
	Iteration 12Q: 3 clusters Score -893130.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -893141.562500 Penalty: 4495.535156
	Iteration 13Q: 3 clusters Score -893141.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -893154.625000 Penalty: 4495.535156
	Iteration 14Q: 3 clusters Score -893154.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -893161.000000 Penalty: 4495.535156
	Iteration 15Q: 3 clusters Score -893161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -893166.937500 Penalty: 4495.535156
	Iteration 16Q: 3 clusters Score -893166.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -893173.812500 Penalty: 4495.535156
	Iteration 17Q: 3 clusters Score -893173.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -893173.812500 Penalty: 4495.535156
	Iteration 18Q: 3 clusters Score -893173.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -893175.500000 Penalty: 4495.535156
	Iteration 19Q: 3 clusters Score -893175.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -893176.250000 Penalty: 4495.535156
	Iteration 20F: 3 clusters Score -893176.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -893177.125000 Penalty: 4495.535156
	Iteration 21Q: 3 clusters Score -893177.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -893180.187500 Penalty: 4495.535156
	Iteration 22Q: 3 clusters Score -893180.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -893183.812500 Penalty: 4495.535156
	Iteration 23Q: 3 clusters Score -893183.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -893183.812500 Penalty: 4495.535156
	Iteration 24F: 3 clusters Score -893183.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 292523 members 
Mstep: Class 2 contains 56269 members 
Mstep: Class 3 contains 18743 members 
Mstep: Class 4 contains 279417 members 
Mstep: Class 5 contains 9898 members 
Mstep: Class 6 contains 22143 members 
Mstep: Class 7 contains 5536 members 
Mstep: Class 8 contains 107205 members 
Mstep: Class 9 contains 31878 members 
Mstep: Class 10 contains 76778 members 
Mstep: Class 11 contains 21221 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22334 members 
Mstep: Class 14 contains 25067 members 
Mstep: Class 15 contains 158474 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13275 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14420 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3919 members 
Mstep: Class 23 contains 6976 members 
Mstep: Class 24 contains 8623 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84076 members 
Mstep: Class 27 contains 385 members 
Mstep: Class 28 contains 3099 members 
Entering Unmasked Estep 
Score: -154620128.000000 Penalty: 97617.203125
Splitting cluster 7 changes total score from -154620496.000000 to -154620128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (107205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107205 members 
Entering Unmasked Estep 
Score: -13473375.000000 Penalty: 2872.459717
	Iteration 0F: 2 clusters Score -1.347338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -13401552.000000 Penalty: 5744.919434
	Iteration 0F: 3 clusters Score -1.340155e+07 nChanged 50725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 56822 members 
Entering Unmasked Estep 
Score: -13431200.000000 Penalty: 5744.919434
	Iteration 1F: 3 clusters Score -1.34312e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 58750 members 
Entering Unmasked Estep 
Score: -13432314.000000 Penalty: 5744.919434
	Iteration 2Q: 3 clusters Score -1.343231e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 61631 members 
Entering Unmasked Estep 
Score: -13433644.000000 Penalty: 5744.919434
	Iteration 3Q: 3 clusters Score -1.343364e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -13436144.000000 Penalty: 5744.919434
	Iteration 4Q: 3 clusters Score -1.343614e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 71760 members 
Entering Unmasked Estep 
Score: -13439997.000000 Penalty: 5744.919434
	Iteration 5F: 3 clusters Score -1.344e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 79508 members 
Entering Unmasked Estep 
Score: -13446181.000000 Penalty: 5744.919434
	Iteration 6F: 3 clusters Score -1.344618e+07 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 88243 members 
Entering Unmasked Estep 
Score: -13454296.000000 Penalty: 5744.919434
	Iteration 7F: 3 clusters Score -1.34543e+07 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 95891 members 
Entering Unmasked Estep 
Score: -13461592.000000 Penalty: 5744.919434
	Iteration 8F: 3 clusters Score -1.346159e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 100907 members 
Entering Unmasked Estep 
Score: -13466286.000000 Penalty: 5744.919434
	Iteration 9Q: 3 clusters Score -1.346629e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 103563 members 
Entering Unmasked Estep 
Score: -13468846.000000 Penalty: 5744.919434
	Iteration 10Q: 3 clusters Score -1.346885e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 104767 members 
Entering Unmasked Estep 
Score: -13470056.000000 Penalty: 5744.919434
	Iteration 11Q: 3 clusters Score -1.347006e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 105289 members 
Entering Unmasked Estep 
Score: -13470611.000000 Penalty: 5744.919434
	Iteration 12Q: 3 clusters Score -1.347061e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 105544 members 
Entering Unmasked Estep 
Score: -13470894.000000 Penalty: 5744.919434
	Iteration 13Q: 3 clusters Score -1.347089e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 105687 members 
Entering Unmasked Estep 
Score: -13471067.000000 Penalty: 5744.919434
	Iteration 14Q: 3 clusters Score -1.347107e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 105763 members 
Entering Unmasked Estep 
Score: -13471181.000000 Penalty: 5744.919434
	Iteration 15Q: 3 clusters Score -1.347118e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 105806 members 
Entering Unmasked Estep 
Score: -13471235.000000 Penalty: 5744.919434
	Iteration 16Q: 3 clusters Score -1.347124e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 105832 members 
Entering Unmasked Estep 
Score: -13471301.000000 Penalty: 5744.919434
	Iteration 17Q: 3 clusters Score -1.34713e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 105865 members 
Entering Unmasked Estep 
Score: -13471337.000000 Penalty: 5744.919434
	Iteration 18Q: 3 clusters Score -1.347134e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 105881 members 
Entering Unmasked Estep 
Score: -13471344.000000 Penalty: 5744.919434
	Iteration 19Q: 3 clusters Score -1.347134e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 105894 members 
Entering Unmasked Estep 
Score: -13471380.000000 Penalty: 5744.919434
	Iteration 20F: 3 clusters Score -1.347138e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 105907 members 
Entering Unmasked Estep 
Score: -13471400.000000 Penalty: 5744.919434
	Iteration 21Q: 3 clusters Score -1.34714e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 105912 members 
Entering Unmasked Estep 
Score: -13471409.000000 Penalty: 5744.919434
	Iteration 22Q: 3 clusters Score -1.347141e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 105921 members 
Entering Unmasked Estep 
Score: -13471442.000000 Penalty: 5744.919434
	Iteration 23Q: 3 clusters Score -1.347144e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 105920 members 
Entering Unmasked Estep 
Score: -13471438.000000 Penalty: 5744.919434
	Iteration 24Q: 3 clusters Score -1.347144e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 105920 members 
Entering Unmasked Estep 
Score: -13471436.000000 Penalty: 5744.919434
	Iteration 25Q: 3 clusters Score -1.347144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 105916 members 
Entering Unmasked Estep 
Score: -13471442.000000 Penalty: 5744.919434
	Iteration 26Q: 3 clusters Score -1.347144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 105910 members 
Entering Unmasked Estep 
Score: -13471437.000000 Penalty: 5744.919434
	Iteration 27Q: 3 clusters Score -1.347144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 105909 members 
Entering Unmasked Estep 
Score: -13471442.000000 Penalty: 5744.919434
	Iteration 28Q: 3 clusters Score -1.347144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 105908 members 
Entering Unmasked Estep 
Score: -13471444.000000 Penalty: 5744.919434
	Iteration 29Q: 3 clusters Score -1.347144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 105908 members 
Entering Unmasked Estep 
Score: -13471429.000000 Penalty: 5744.919434
	Iteration 30Q: 3 clusters Score -1.347143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 105908 members 
Entering Unmasked Estep 
Score: -13471436.000000 Penalty: 5744.919434
	Iteration 31Q: 3 clusters Score -1.347144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 105907 members 
Entering Unmasked Estep 
Score: -13471437.000000 Penalty: 5744.919434
	Iteration 32Q: 3 clusters Score -1.347144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 105905 members 
Entering Unmasked Estep 
Score: -13471443.000000 Penalty: 5744.919434
	Iteration 33Q: 3 clusters Score -1.347144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 105903 members 
Entering Unmasked Estep 
Score: -13471448.000000 Penalty: 5744.919434
	Iteration 34Q: 3 clusters Score -1.347145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 105901 members 
Entering Unmasked Estep 
Score: -13471451.000000 Penalty: 5744.919434
	Iteration 35Q: 3 clusters Score -1.347145e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 105896 members 
Entering Unmasked Estep 
Score: -13471446.000000 Penalty: 5744.919434
	Iteration 36Q: 3 clusters Score -1.347145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 105890 members 
Entering Unmasked Estep 
Score: -13471451.000000 Penalty: 5744.919434
	Iteration 37Q: 3 clusters Score -1.347145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 105885 members 
Entering Unmasked Estep 
Score: -13471444.000000 Penalty: 5744.919434
	Iteration 38Q: 3 clusters Score -1.347144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 105884 members 
Entering Unmasked Estep 
Score: -13471450.000000 Penalty: 5744.919434
	Iteration 39Q: 3 clusters Score -1.347145e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 105876 members 
Entering Unmasked Estep 
Score: -13471449.000000 Penalty: 5744.919434
	Iteration 40F: 3 clusters Score -1.347145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 105871 members 
Entering Unmasked Estep 
Score: -13471470.000000 Penalty: 5744.919434
	Iteration 41Q: 3 clusters Score -1.347147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 105872 members 
Entering Unmasked Estep 
Score: -13471487.000000 Penalty: 5744.919434
	Iteration 42Q: 3 clusters Score -1.347149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 105874 members 
Entering Unmasked Estep 
Score: -13471497.000000 Penalty: 5744.919434
	Iteration 43Q: 3 clusters Score -1.34715e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 105876 members 
Entering Unmasked Estep 
Score: -13471495.000000 Penalty: 5744.919434
	Iteration 44Q: 3 clusters Score -1.34715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 105876 members 
Entering Unmasked Estep 
Score: -13471488.000000 Penalty: 5744.919434
	Iteration 45Q: 3 clusters Score -1.347149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 105878 members 
Entering Unmasked Estep 
Score: -13471485.000000 Penalty: 5744.919434
	Iteration 46Q: 3 clusters Score -1.347148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 105874 members 
Entering Unmasked Estep 
Score: -13471484.000000 Penalty: 5744.919434
	Iteration 47Q: 3 clusters Score -1.347148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 105874 members 
Entering Unmasked Estep 
Score: -13471493.000000 Penalty: 5744.919434
	Iteration 48Q: 3 clusters Score -1.347149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 105873 members 
Entering Unmasked Estep 
Score: -13471493.000000 Penalty: 5744.919434
	Iteration 49Q: 3 clusters Score -1.347149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 105873 members 
Entering Unmasked Estep 
Score: -13471493.000000 Penalty: 5744.919434
	Iteration 50F: 3 clusters Score -1.347149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Entering Unmasked Estep 
Score: -3617256.500000 Penalty: 2571.678711
	Iteration 0F: 2 clusters Score -3617256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -3595459.750000 Penalty: 5143.357422
	Iteration 0F: 3 clusters Score -3595460 nChanged 14436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -3603169.500000 Penalty: 5143.357422
	Iteration 1F: 3 clusters Score -3603170 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -3603682.250000 Penalty: 5143.357422
	Iteration 2Q: 3 clusters Score -3603682 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3604143.250000 Penalty: 5143.357422
	Iteration 3Q: 3 clusters Score -3604143 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -3604588.000000 Penalty: 5143.357422
	Iteration 4Q: 3 clusters Score -3604588 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -3605056.250000 Penalty: 5143.357422
	Iteration 5Q: 3 clusters Score -3605056 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -3605491.500000 Penalty: 5143.357422
	Iteration 6Q: 3 clusters Score -3605492 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -3606036.250000 Penalty: 5143.357422
	Iteration 7Q: 3 clusters Score -3606036 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3606674.750000 Penalty: 5143.357422
	Iteration 8Q: 3 clusters Score -3606675 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -3607394.250000 Penalty: 5143.357422
	Iteration 9Q: 3 clusters Score -3607394 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -3608193.500000 Penalty: 5143.357422
	Iteration 10Q: 3 clusters Score -3608194 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -3609057.000000 Penalty: 5143.357422
	Iteration 11Q: 3 clusters Score -3609057 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -3610006.750000 Penalty: 5143.357422
	Iteration 12Q: 3 clusters Score -3610007 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -3610910.500000 Penalty: 5143.357422
	Iteration 13Q: 3 clusters Score -3610910 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -3611784.500000 Penalty: 5143.357422
	Iteration 14Q: 3 clusters Score -3611784 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -3612483.250000 Penalty: 5143.357422
	Iteration 15Q: 3 clusters Score -3612483 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -3613057.750000 Penalty: 5143.357422
	Iteration 16Q: 3 clusters Score -3613058 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -3613502.750000 Penalty: 5143.357422
	Iteration 17Q: 3 clusters Score -3613503 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -3613867.250000 Penalty: 5143.357422
	Iteration 18Q: 3 clusters Score -3613867 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -3614211.000000 Penalty: 5143.357422
	Iteration 19Q: 3 clusters Score -3614211 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -3614489.000000 Penalty: 5143.357422
	Iteration 20F: 3 clusters Score -3614489 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -3614715.000000 Penalty: 5143.357422
	Iteration 21Q: 3 clusters Score -3614715 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -3614909.000000 Penalty: 5143.357422
	Iteration 22Q: 3 clusters Score -3614909 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -3615041.000000 Penalty: 5143.357422
	Iteration 23Q: 3 clusters Score -3615041 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -3615141.750000 Penalty: 5143.357422
	Iteration 24Q: 3 clusters Score -3615142 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -3615231.250000 Penalty: 5143.357422
	Iteration 25Q: 3 clusters Score -3615231 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -3615289.750000 Penalty: 5143.357422
	Iteration 26Q: 3 clusters Score -3615290 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -3615328.500000 Penalty: 5143.357422
	Iteration 27Q: 3 clusters Score -3615328 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -3615360.750000 Penalty: 5143.357422
	Iteration 28Q: 3 clusters Score -3615361 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -3615390.500000 Penalty: 5143.357422
	Iteration 29Q: 3 clusters Score -3615390 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -3615416.750000 Penalty: 5143.357422
	Iteration 30Q: 3 clusters Score -3615417 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -3615440.250000 Penalty: 5143.357422
	Iteration 31Q: 3 clusters Score -3615440 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -3615474.000000 Penalty: 5143.357422
	Iteration 32Q: 3 clusters Score -3615474 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -3615488.000000 Penalty: 5143.357422
	Iteration 33Q: 3 clusters Score -3615488 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -3615500.750000 Penalty: 5143.357422
	Iteration 34Q: 3 clusters Score -3615501 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -3615511.500000 Penalty: 5143.357422
	Iteration 35Q: 3 clusters Score -3615512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -3615528.750000 Penalty: 5143.357422
	Iteration 36Q: 3 clusters Score -3615529 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -3615538.750000 Penalty: 5143.357422
	Iteration 37Q: 3 clusters Score -3615539 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -3615546.500000 Penalty: 5143.357422
	Iteration 38Q: 3 clusters Score -3615546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -3615552.000000 Penalty: 5143.357422
	Iteration 39Q: 3 clusters Score -3615552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -3615554.750000 Penalty: 5143.357422
	Iteration 40F: 3 clusters Score -3615555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -3615560.750000 Penalty: 5143.357422
	Iteration 41Q: 3 clusters Score -3615561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -3615570.250000 Penalty: 5143.357422
	Iteration 42Q: 3 clusters Score -3615570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -3615576.500000 Penalty: 5143.357422
	Iteration 43Q: 3 clusters Score -3615576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -3615579.750000 Penalty: 5143.357422
	Iteration 44Q: 3 clusters Score -3615580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -3615585.250000 Penalty: 5143.357422
	Iteration 45Q: 3 clusters Score -3615585 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -3615591.000000 Penalty: 5143.357422
	Iteration 46Q: 3 clusters Score -3615591 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -3615600.750000 Penalty: 5143.357422
	Iteration 47Q: 3 clusters Score -3615601 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -3615612.500000 Penalty: 5143.357422
	Iteration 48Q: 3 clusters Score -3615612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -3615618.500000 Penalty: 5143.357422
	Iteration 49Q: 3 clusters Score -3615618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -3615621.250000 Penalty: 5143.357422
	Iteration 50Q: 3 clusters Score -3615621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -3615628.000000 Penalty: 5143.357422
	Iteration 51Q: 3 clusters Score -3615628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -3615631.000000 Penalty: 5143.357422
	Iteration 52Q: 3 clusters Score -3615631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -3615633.750000 Penalty: 5143.357422
	Iteration 53Q: 3 clusters Score -3615634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -3615633.250000 Penalty: 5143.357422
	Iteration 54Q: 3 clusters Score -3615633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -3615633.500000 Penalty: 5143.357422
	Iteration 55Q: 3 clusters Score -3615634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -3615637.250000 Penalty: 5143.357422
	Iteration 56Q: 3 clusters Score -3615637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -3615639.000000 Penalty: 5143.357422
	Iteration 57Q: 3 clusters Score -3615639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -3615643.000000 Penalty: 5143.357422
	Iteration 58Q: 3 clusters Score -3615643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -3615645.250000 Penalty: 5143.357422
	Iteration 59Q: 3 clusters Score -3615645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -3615643.750000 Penalty: 5143.357422
	Iteration 60F: 3 clusters Score -3615644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -3615651.750000 Penalty: 5143.357422
	Iteration 61Q: 3 clusters Score -3615652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -3615652.750000 Penalty: 5143.357422
	Iteration 62Q: 3 clusters Score -3615653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -3615650.000000 Penalty: 5143.357422
	Iteration 63Q: 3 clusters Score -3615650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -3615650.000000 Penalty: 5143.357422
	Iteration 64F: 3 clusters Score -3615650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76778 members 
Entering Unmasked Estep 
Score: -9286967.000000 Penalty: 2789.670898
	Iteration 0F: 2 clusters Score -9286967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -9235462.000000 Penalty: 5579.341797
	Iteration 0F: 3 clusters Score -9235462 nChanged 36130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -9255820.000000 Penalty: 5579.341797
	Iteration 1F: 3 clusters Score -9255820 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -9256616.000000 Penalty: 5579.341797
	Iteration 2Q: 3 clusters Score -9256616 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -9257530.000000 Penalty: 5579.341797
	Iteration 3Q: 3 clusters Score -9257530 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -9258651.000000 Penalty: 5579.341797
	Iteration 4Q: 3 clusters Score -9258651 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -9259876.000000 Penalty: 5579.341797
	Iteration 5Q: 3 clusters Score -9259876 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -9261370.000000 Penalty: 5579.341797
	Iteration 6Q: 3 clusters Score -9261370 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -9262813.000000 Penalty: 5579.341797
	Iteration 7Q: 3 clusters Score -9262813 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -9264267.000000 Penalty: 5579.341797
	Iteration 8Q: 3 clusters Score -9264267 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -9265702.000000 Penalty: 5579.341797
	Iteration 9Q: 3 clusters Score -9265702 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -9267092.000000 Penalty: 5579.341797
	Iteration 10Q: 3 clusters Score -9267092 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -9268558.000000 Penalty: 5579.341797
	Iteration 11Q: 3 clusters Score -9268558 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -9270005.000000 Penalty: 5579.341797
	Iteration 12Q: 3 clusters Score -9270005 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -9271545.000000 Penalty: 5579.341797
	Iteration 13Q: 3 clusters Score -9271545 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -9273002.000000 Penalty: 5579.341797
	Iteration 14Q: 3 clusters Score -9273002 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56292 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -9274150.000000 Penalty: 5579.341797
	Iteration 15Q: 3 clusters Score -9274150 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57931 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -9275058.000000 Penalty: 5579.341797
	Iteration 16Q: 3 clusters Score -9275058 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59570 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -9275806.000000 Penalty: 5579.341797
	Iteration 17Q: 3 clusters Score -9275806 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61229 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -9276430.000000 Penalty: 5579.341797
	Iteration 18Q: 3 clusters Score -9276430 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62886 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -9277236.000000 Penalty: 5579.341797
	Iteration 19Q: 3 clusters Score -9277236 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64562 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -9278106.000000 Penalty: 5579.341797
	Iteration 20F: 3 clusters Score -9278106 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66194 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -9278962.000000 Penalty: 5579.341797
	Iteration 21Q: 3 clusters Score -9278962 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67715 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -9279855.000000 Penalty: 5579.341797
	Iteration 22Q: 3 clusters Score -9279855 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69079 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -9280722.000000 Penalty: 5579.341797
	Iteration 23Q: 3 clusters Score -9280722 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70296 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -9281455.000000 Penalty: 5579.341797
	Iteration 24Q: 3 clusters Score -9281455 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71315 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -9282123.000000 Penalty: 5579.341797
	Iteration 25Q: 3 clusters Score -9282123 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72168 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -9282721.000000 Penalty: 5579.341797
	Iteration 26Q: 3 clusters Score -9282721 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72806 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -9283221.000000 Penalty: 5579.341797
	Iteration 27Q: 3 clusters Score -9283221 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73289 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -9283528.000000 Penalty: 5579.341797
	Iteration 28Q: 3 clusters Score -9283528 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73681 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -9283779.000000 Penalty: 5579.341797
	Iteration 29Q: 3 clusters Score -9283779 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73959 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -9283917.000000 Penalty: 5579.341797
	Iteration 30Q: 3 clusters Score -9283917 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74177 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -9284053.000000 Penalty: 5579.341797
	Iteration 31Q: 3 clusters Score -9284053 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74346 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -9284111.000000 Penalty: 5579.341797
	Iteration 32Q: 3 clusters Score -9284111 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74473 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -9284185.000000 Penalty: 5579.341797
	Iteration 33Q: 3 clusters Score -9284185 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74596 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -9284236.000000 Penalty: 5579.341797
	Iteration 34Q: 3 clusters Score -9284236 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74701 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -9284273.000000 Penalty: 5579.341797
	Iteration 35Q: 3 clusters Score -9284273 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74777 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -9284303.000000 Penalty: 5579.341797
	Iteration 36Q: 3 clusters Score -9284303 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74841 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -9284336.000000 Penalty: 5579.341797
	Iteration 37Q: 3 clusters Score -9284336 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74906 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -9284341.000000 Penalty: 5579.341797
	Iteration 38Q: 3 clusters Score -9284341 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74949 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -9284370.000000 Penalty: 5579.341797
	Iteration 39Q: 3 clusters Score -9284370 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74992 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -9284376.000000 Penalty: 5579.341797
	Iteration 40F: 3 clusters Score -9284376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75029 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -9284402.000000 Penalty: 5579.341797
	Iteration 41Q: 3 clusters Score -9284402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75050 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -9284394.000000 Penalty: 5579.341797
	Iteration 42Q: 3 clusters Score -9284394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75070 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -9284407.000000 Penalty: 5579.341797
	Iteration 43Q: 3 clusters Score -9284407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75092 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -9284400.000000 Penalty: 5579.341797
	Iteration 44Q: 3 clusters Score -9284400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75113 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -9284405.000000 Penalty: 5579.341797
	Iteration 45Q: 3 clusters Score -9284405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75133 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -9284406.000000 Penalty: 5579.341797
	Iteration 46Q: 3 clusters Score -9284406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75152 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -9284392.000000 Penalty: 5579.341797
	Iteration 47Q: 3 clusters Score -9284392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75169 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -9284396.000000 Penalty: 5579.341797
	Iteration 48Q: 3 clusters Score -9284396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75184 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -9284393.000000 Penalty: 5579.341797
	Iteration 49Q: 3 clusters Score -9284393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75198 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -9284402.000000 Penalty: 5579.341797
	Iteration 50Q: 3 clusters Score -9284402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75212 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -9284395.000000 Penalty: 5579.341797
	Iteration 51Q: 3 clusters Score -9284395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75226 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9284396.000000 Penalty: 5579.341797
	Iteration 52Q: 3 clusters Score -9284396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -9284410.000000 Penalty: 5579.341797
	Iteration 53Q: 3 clusters Score -9284410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75253 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -9284420.000000 Penalty: 5579.341797
	Iteration 54Q: 3 clusters Score -9284420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75259 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -9284442.000000 Penalty: 5579.341797
	Iteration 55Q: 3 clusters Score -9284442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75268 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -9284442.000000 Penalty: 5579.341797
	Iteration 56Q: 3 clusters Score -9284442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75276 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -9284451.000000 Penalty: 5579.341797
	Iteration 57Q: 3 clusters Score -9284451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75282 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -9284454.000000 Penalty: 5579.341797
	Iteration 58Q: 3 clusters Score -9284454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75287 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -9284455.000000 Penalty: 5579.341797
	Iteration 59Q: 3 clusters Score -9284455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75293 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -9284449.000000 Penalty: 5579.341797
	Iteration 60F: 3 clusters Score -9284449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75296 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -9284449.000000 Penalty: 5579.341797
	Iteration 61Q: 3 clusters Score -9284449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75299 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -9284458.000000 Penalty: 5579.341797
	Iteration 62Q: 3 clusters Score -9284458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75304 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -9284449.000000 Penalty: 5579.341797
	Iteration 63Q: 3 clusters Score -9284449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75309 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -9284450.000000 Penalty: 5579.341797
	Iteration 64Q: 3 clusters Score -9284450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75312 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -9284451.000000 Penalty: 5579.341797
	Iteration 65Q: 3 clusters Score -9284451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75317 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -9284458.000000 Penalty: 5579.341797
	Iteration 66Q: 3 clusters Score -9284458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75323 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -9284459.000000 Penalty: 5579.341797
	Iteration 67Q: 3 clusters Score -9284459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75327 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -9284453.000000 Penalty: 5579.341797
	Iteration 68Q: 3 clusters Score -9284453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75331 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -9284455.000000 Penalty: 5579.341797
	Iteration 69Q: 3 clusters Score -9284455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75338 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -9284457.000000 Penalty: 5579.341797
	Iteration 70Q: 3 clusters Score -9284457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75340 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -9284453.000000 Penalty: 5579.341797
	Iteration 71Q: 3 clusters Score -9284453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75343 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -9284458.000000 Penalty: 5579.341797
	Iteration 72Q: 3 clusters Score -9284458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75350 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -9284473.000000 Penalty: 5579.341797
	Iteration 73Q: 3 clusters Score -9284473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75355 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -9284474.000000 Penalty: 5579.341797
	Iteration 74Q: 3 clusters Score -9284474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75362 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -9284476.000000 Penalty: 5579.341797
	Iteration 75Q: 3 clusters Score -9284476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75366 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -9284470.000000 Penalty: 5579.341797
	Iteration 76Q: 3 clusters Score -9284470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75369 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -9284466.000000 Penalty: 5579.341797
	Iteration 77Q: 3 clusters Score -9284466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75372 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -9284463.000000 Penalty: 5579.341797
	Iteration 78Q: 3 clusters Score -9284463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75377 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -9284480.000000 Penalty: 5579.341797
	Iteration 79Q: 3 clusters Score -9284480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75379 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -9284475.000000 Penalty: 5579.341797
	Iteration 80F: 3 clusters Score -9284475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75380 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -9284468.000000 Penalty: 5579.341797
	Iteration 81Q: 3 clusters Score -9284468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75381 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -9284478.000000 Penalty: 5579.341797
	Iteration 82Q: 3 clusters Score -9284478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75382 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -9284475.000000 Penalty: 5579.341797
	Iteration 83Q: 3 clusters Score -9284475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75385 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -9284480.000000 Penalty: 5579.341797
	Iteration 84Q: 3 clusters Score -9284480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75390 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -9284487.000000 Penalty: 5579.341797
	Iteration 85Q: 3 clusters Score -9284487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75394 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -9284478.000000 Penalty: 5579.341797
	Iteration 86Q: 3 clusters Score -9284478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75397 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -9284476.000000 Penalty: 5579.341797
	Iteration 87Q: 3 clusters Score -9284476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75397 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -9284476.000000 Penalty: 5579.341797
	Iteration 88F: 3 clusters Score -9284476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Entering Unmasked Estep 
Score: -2657513.750000 Penalty: 2470.761230
	Iteration 0F: 2 clusters Score -2657514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2642687.000000 Penalty: 4941.522461
	Iteration 0F: 3 clusters Score -2642687 nChanged 9304
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2653331 nChanged 451
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Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2653488 nChanged 350
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Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2653584 nChanged 296
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Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2653677 nChanged 239
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Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2653802 nChanged 234
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Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2653910 nChanged 201
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Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2653951 nChanged 206
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Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2654021 nChanged 217
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Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2654070 nChanged 190
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Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2654129 nChanged 178
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Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2654172 nChanged 170
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Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2654270 nChanged 196
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2654325 nChanged 198
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Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2654382 nChanged 193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2654560 nChanged 156
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Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 5002 members 
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	Iteration 33Q: 3 clusters Score -2654667 nChanged 143
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Mstep: Class 1 contains 16360 members 
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Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2654740 nChanged 151
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Mstep: Class 1 contains 16655 members 
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Mstep: Class 1 contains 16797 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2654818 nChanged 131
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Mstep: Class 1 contains 16928 members 
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	Iteration 38Q: 3 clusters Score -2654854 nChanged 129
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Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2654880 nChanged 104
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Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2654900 nChanged 100
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Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2654912 nChanged 77
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Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2654926 nChanged 79
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Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 3812 members 
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	Iteration 43Q: 3 clusters Score -2654952 nChanged 80
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Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 3732 members 
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Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 3656 members 
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	Iteration 45Q: 3 clusters Score -2654987 nChanged 72
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Mstep: Class 1 contains 17635 members 
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	Iteration 46Q: 3 clusters Score -2655009 nChanged 71
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Mstep: Class 1 contains 17706 members 
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	Iteration 47Q: 3 clusters Score -2655029 nChanged 70
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Mstep: Class 1 contains 17776 members 
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	Iteration 48Q: 3 clusters Score -2655047 nChanged 61
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Mstep: Class 1 contains 17835 members 
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	Iteration 49Q: 3 clusters Score -2655045 nChanged 56
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Mstep: Class 1 contains 17891 members 
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	Iteration 50Q: 3 clusters Score -2655054 nChanged 55
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Mstep: Class 1 contains 17946 members 
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	Iteration 51Q: 3 clusters Score -2655070 nChanged 48
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Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 3227 members 
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	Iteration 52Q: 3 clusters Score -2655076 nChanged 44
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Mstep: Class 1 contains 18038 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2655089 nChanged 45
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Mstep: Class 1 contains 18081 members 
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	Iteration 54Q: 3 clusters Score -2655097 nChanged 39
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Mstep: Class 1 contains 18118 members 
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	Iteration 55Q: 3 clusters Score -2655102 nChanged 37
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Mstep: Class 1 contains 18155 members 
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	Iteration 56Q: 3 clusters Score -2655110 nChanged 34
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Mstep: Class 1 contains 18189 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2655124 nChanged 39
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Mstep: Class 1 contains 18228 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2655128 nChanged 40
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Mstep: Class 1 contains 18268 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2655139 nChanged 39
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Entering Unmasked Estep 
Score: -2655143.000000 Penalty: 4941.522461
	Iteration 60F: 3 clusters Score -2655143 nChanged 30
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Mstep: Class 1 contains 18337 members 
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	Iteration 61Q: 3 clusters Score -2655149 nChanged 29
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Mstep: Class 1 contains 18364 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2655150 nChanged 25
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Mstep: Class 1 contains 18387 members 
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	Iteration 63Q: 3 clusters Score -2655149 nChanged 20
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Mstep: Class 1 contains 18407 members 
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	Iteration 64Q: 3 clusters Score -2655163 nChanged 17
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Mstep: Class 1 contains 18424 members 
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	Iteration 65Q: 3 clusters Score -2655169 nChanged 15
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Mstep: Class 1 contains 18439 members 
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	Iteration 66Q: 3 clusters Score -2655174 nChanged 16
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Mstep: Class 1 contains 18455 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2655176 nChanged 19
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	Iteration 68Q: 3 clusters Score -2655181 nChanged 20
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Mstep: Class 1 contains 18490 members 
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	Iteration 69Q: 3 clusters Score -2655187 nChanged 22
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Mstep: Class 1 contains 18512 members 
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	Iteration 70Q: 3 clusters Score -2655191 nChanged 20
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Mstep: Class 1 contains 18532 members 
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	Iteration 71Q: 3 clusters Score -2655194 nChanged 18
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Mstep: Class 1 contains 18550 members 
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	Iteration 72Q: 3 clusters Score -2655197 nChanged 23
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	Iteration 73Q: 3 clusters Score -2655202 nChanged 11
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Mstep: Class 1 contains 18584 members 
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	Iteration 74Q: 3 clusters Score -2655205 nChanged 10
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Mstep: Class 1 contains 18594 members 
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	Iteration 75Q: 3 clusters Score -2655205 nChanged 8
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Mstep: Class 1 contains 18602 members 
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	Iteration 76Q: 3 clusters Score -2655206 nChanged 9
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Mstep: Class 1 contains 18609 members 
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	Iteration 77Q: 3 clusters Score -2655210 nChanged 8
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Mstep: Class 1 contains 18617 members 
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	Iteration 78Q: 3 clusters Score -2655214 nChanged 8
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	Iteration 79Q: 3 clusters Score -2655208 nChanged 16
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	Iteration 80F: 3 clusters Score -2655210 nChanged 18
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Mstep: Class 1 contains 18655 members 
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	Iteration 81Q: 3 clusters Score -2655214 nChanged 14
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Mstep: Class 1 contains 18669 members 
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	Iteration 82Q: 3 clusters Score -2655212 nChanged 13
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	Iteration 83Q: 3 clusters Score -2655216 nChanged 9
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	Iteration 84Q: 3 clusters Score -2655222 nChanged 8
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Mstep: Class 1 contains 18699 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2655217 nChanged 6
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Mstep: Class 1 contains 18705 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2655223 nChanged 11
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	Iteration 87Q: 3 clusters Score -2655227 nChanged 10
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Mstep: Class 1 contains 18726 members 
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	Iteration 88Q: 3 clusters Score -2655229 nChanged 10
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	Iteration 89Q: 3 clusters Score -2655228 nChanged 8
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Mstep: Class 1 contains 18744 members 
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Entering Unmasked Estep 
Score: -2655232.250000 Penalty: 4941.522461
	Iteration 90Q: 3 clusters Score -2655232 nChanged 8
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Mstep: Class 1 contains 18752 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2655227 nChanged 7
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Mstep: Class 1 contains 18759 members 
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Entering Unmasked Estep 
Score: -2655231.250000 Penalty: 4941.522461
	Iteration 92Q: 3 clusters Score -2655231 nChanged 6
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2655226 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2655230 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2655233 nChanged 5
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Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2655230 nChanged 5
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Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2655234 nChanged 7
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Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2655235 nChanged 8
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Mstep: Class 1 contains 18800 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2655240 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2655241 nChanged 11
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Mstep: Class 1 contains 18824 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2655244 nChanged 15
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Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2655253 nChanged 9
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Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2655252 nChanged 9
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Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2655245 nChanged 9
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Mstep: Class 1 contains 18862 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2655250 nChanged 7
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Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2655251 nChanged 8
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Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2655244 nChanged 12
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Mstep: Class 1 contains 18887 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2655244 nChanged 20
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Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2655254 nChanged 19
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Mstep: Class 1 contains 18926 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2655254 nChanged 16
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Mstep: Class 1 contains 18942 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2655257 nChanged 11
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Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2655256 nChanged 7
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Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2655256 nChanged 9
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Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2655260 nChanged 11
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Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 2241 members 
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	Iteration 115Q: 3 clusters Score -2655263 nChanged 11
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Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2655261 nChanged 9
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Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2655267 nChanged 14
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Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2655272 nChanged 18
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Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2655275 nChanged 15
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Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2655284 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2655284 nChanged 10
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Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2655288 nChanged 15
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Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2655282 nChanged 14
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Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2655286 nChanged 7
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Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2655287 nChanged 12
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Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 2113 members 
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	Iteration 126Q: 3 clusters Score -2655284 nChanged 10
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Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2655288 nChanged 7
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Mstep: Class 1 contains 19125 members 
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	Iteration 128Q: 3 clusters Score -2655292 nChanged 14
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Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2655288 nChanged 12
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Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 2072 members 
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	Iteration 130Q: 3 clusters Score -2655290 nChanged 16
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Mstep: Class 1 contains 19165 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2655298 nChanged 21
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Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2655306 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2655313 nChanged 19
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Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2655316 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2655327 nChanged 21
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Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2655323 nChanged 20
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Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2655334 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2655338 nChanged 19
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Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2655340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2655351 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2655364 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2655370 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2655376 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2655389 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2655399 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2655404 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19538 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2655413 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2655420 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2655421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2655424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2655436.250000 Penalty: 4941.522461
	Iteration 151Q: 3 clusters Score -2655436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2655439.750000 Penalty: 4941.522461
	Iteration 152Q: 3 clusters Score -2655440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2655448.250000 Penalty: 4941.522461
	Iteration 153Q: 3 clusters Score -2655448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2655451.500000 Penalty: 4941.522461
	Iteration 154Q: 3 clusters Score -2655452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2655451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2655457.250000 Penalty: 4941.522461
	Iteration 156Q: 3 clusters Score -2655457 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2655457 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2655465 nChanged 13
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Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2655460 nChanged 14
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Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2655470 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2655475 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2655477.000000 Penalty: 4941.522461
	Iteration 162Q: 3 clusters Score -2655477 nChanged 10
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Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2655480.250000 Penalty: 4941.522461
	Iteration 163Q: 3 clusters Score -2655480 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2655486.750000 Penalty: 4941.522461
	Iteration 164Q: 3 clusters Score -2655487 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2655490.000000 Penalty: 4941.522461
	Iteration 165Q: 3 clusters Score -2655490 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2655495.500000 Penalty: 4941.522461
	Iteration 166Q: 3 clusters Score -2655496 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2655500.250000 Penalty: 4941.522461
	Iteration 167Q: 3 clusters Score -2655500 nChanged 19
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Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2655499.000000 Penalty: 4941.522461
	Iteration 168Q: 3 clusters Score -2655499 nChanged 12
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Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2655510.250000 Penalty: 4941.522461
	Iteration 169Q: 3 clusters Score -2655510 nChanged 11
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Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2655511.500000 Penalty: 4941.522461
	Iteration 170Q: 3 clusters Score -2655512 nChanged 14
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Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2655510 nChanged 5
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Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 1327 members 
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	Iteration 172Q: 3 clusters Score -2655512 nChanged 5
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Mstep: Class 1 contains 19899 members 
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Entering Unmasked Estep 
Score: -2655516.500000 Penalty: 4941.522461
	Iteration 173Q: 3 clusters Score -2655516 nChanged 5
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Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2655515.000000 Penalty: 4941.522461
	Iteration 174Q: 3 clusters Score -2655515 nChanged 2
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Mstep: Class 1 contains 19906 members 
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Entering Unmasked Estep 
Score: -2655513.500000 Penalty: 4941.522461
	Iteration 175Q: 3 clusters Score -2655514 nChanged 5
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Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2655516 nChanged 6
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Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2655526.250000 Penalty: 4941.522461
	Iteration 177Q: 3 clusters Score -2655526 nChanged 5
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Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2655523.000000 Penalty: 4941.522461
	Iteration 178Q: 3 clusters Score -2655523 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2655522.000000 Penalty: 4941.522461
	Iteration 179Q: 3 clusters Score -2655522 nChanged 4
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Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2655523.000000 Penalty: 4941.522461
	Iteration 180F: 3 clusters Score -2655523 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2655525.000000 Penalty: 4941.522461
	Iteration 181Q: 3 clusters Score -2655525 nChanged 3
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Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2655528.000000 Penalty: 4941.522461
	Iteration 182Q: 3 clusters Score -2655528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2655529.500000 Penalty: 4941.522461
	Iteration 183Q: 3 clusters Score -2655530 nChanged 1
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Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2655528 nChanged 0
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Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
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	Iteration 185F: 3 clusters Score -2655528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4186 members 
Entering Unmasked Estep 
Score: -492067.281250 Penalty: 2068.196045
	Iteration 0F: 2 clusters Score -492067.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -488061.500000 Penalty: 4136.392090
	Iteration 0F: 3 clusters Score -488061.5 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -488969.125000 Penalty: 4136.392090
	Iteration 1F: 3 clusters Score -488969.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -489169.531250 Penalty: 4136.392090
	Iteration 2F: 3 clusters Score -489169.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -489278.125000 Penalty: 4136.392090
	Iteration 3Q: 3 clusters Score -489278.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -489343.875000 Penalty: 4136.392090
	Iteration 4Q: 3 clusters Score -489343.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -489396.093750 Penalty: 4136.392090
	Iteration 5Q: 3 clusters Score -489396.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -489438.718750 Penalty: 4136.392090
	Iteration 6Q: 3 clusters Score -489438.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -489480.187500 Penalty: 4136.392090
	Iteration 7Q: 3 clusters Score -489480.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -489512.468750 Penalty: 4136.392090
	Iteration 8Q: 3 clusters Score -489512.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -489542.531250 Penalty: 4136.392090
	Iteration 9Q: 3 clusters Score -489542.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -489560.156250 Penalty: 4136.392090
	Iteration 10Q: 3 clusters Score -489560.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -489572.312500 Penalty: 4136.392090
	Iteration 11Q: 3 clusters Score -489572.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -489585.031250 Penalty: 4136.392090
	Iteration 12Q: 3 clusters Score -489585 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -489599.968750 Penalty: 4136.392090
	Iteration 13Q: 3 clusters Score -489600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -489620.781250 Penalty: 4136.392090
	Iteration 14Q: 3 clusters Score -489620.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -489636.843750 Penalty: 4136.392090
	Iteration 15Q: 3 clusters Score -489636.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -489648.843750 Penalty: 4136.392090
	Iteration 16Q: 3 clusters Score -489648.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -489656.937500 Penalty: 4136.392090
	Iteration 17Q: 3 clusters Score -489656.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -489662.593750 Penalty: 4136.392090
	Iteration 18Q: 3 clusters Score -489662.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -489668.875000 Penalty: 4136.392090
	Iteration 19Q: 3 clusters Score -489668.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -489675.031250 Penalty: 4136.392090
	Iteration 20F: 3 clusters Score -489675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -489678.406250 Penalty: 4136.392090
	Iteration 21Q: 3 clusters Score -489678.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -489680.531250 Penalty: 4136.392090
	Iteration 22Q: 3 clusters Score -489680.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -489683.750000 Penalty: 4136.392090
	Iteration 23Q: 3 clusters Score -489683.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -489686.562500 Penalty: 4136.392090
	Iteration 24Q: 3 clusters Score -489686.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -489689.125000 Penalty: 4136.392090
	Iteration 25Q: 3 clusters Score -489689.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -489692.468750 Penalty: 4136.392090
	Iteration 26Q: 3 clusters Score -489692.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -489694.656250 Penalty: 4136.392090
	Iteration 27Q: 3 clusters Score -489694.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -489698.093750 Penalty: 4136.392090
	Iteration 28Q: 3 clusters Score -489698.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -489700.093750 Penalty: 4136.392090
	Iteration 29Q: 3 clusters Score -489700.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -489705.468750 Penalty: 4136.392090
	Iteration 30Q: 3 clusters Score -489705.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -489710.437500 Penalty: 4136.392090
	Iteration 31Q: 3 clusters Score -489710.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -489714.812500 Penalty: 4136.392090
	Iteration 32Q: 3 clusters Score -489714.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -489715.968750 Penalty: 4136.392090
	Iteration 33Q: 3 clusters Score -489716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -489717.968750 Penalty: 4136.392090
	Iteration 34Q: 3 clusters Score -489718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -489719.000000 Penalty: 4136.392090
	Iteration 35Q: 3 clusters Score -489719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -489721.375000 Penalty: 4136.392090
	Iteration 36Q: 3 clusters Score -489721.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -489723.125000 Penalty: 4136.392090
	Iteration 37Q: 3 clusters Score -489723.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -489725.500000 Penalty: 4136.392090
	Iteration 38Q: 3 clusters Score -489725.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -489727.750000 Penalty: 4136.392090
	Iteration 39Q: 3 clusters Score -489727.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -489728.687500 Penalty: 4136.392090
	Iteration 40F: 3 clusters Score -489728.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -489730.437500 Penalty: 4136.392090
	Iteration 41Q: 3 clusters Score -489730.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -489731.062500 Penalty: 4136.392090
	Iteration 42Q: 3 clusters Score -489731.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -489730.718750 Penalty: 4136.392090
	Iteration 43Q: 3 clusters Score -489730.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -489730.718750 Penalty: 4136.392090
	Iteration 44F: 3 clusters Score -489730.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Entering Unmasked Estep 
Score: -2751068.750000 Penalty: 2483.438721
	Iteration 0F: 2 clusters Score -2751069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2735522.750000 Penalty: 4966.877441
	Iteration 0F: 3 clusters Score -2735523 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2740678.500000 Penalty: 4966.877441
	Iteration 1F: 3 clusters Score -2740678 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2741154.750000 Penalty: 4966.877441
	Iteration 2F: 3 clusters Score -2741155 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2741538.000000 Penalty: 4966.877441
	Iteration 3Q: 3 clusters Score -2741538 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2741972.500000 Penalty: 4966.877441
	Iteration 4Q: 3 clusters Score -2741972 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2742505.250000 Penalty: 4966.877441
	Iteration 5Q: 3 clusters Score -2742505 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2743233.250000 Penalty: 4966.877441
	Iteration 6F: 3 clusters Score -2743233 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2744170.750000 Penalty: 4966.877441
	Iteration 7F: 3 clusters Score -2744171 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2745343.500000 Penalty: 4966.877441
	Iteration 8F: 3 clusters Score -2745344 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -2746538.000000 Penalty: 4966.877441
	Iteration 9F: 3 clusters Score -2746538 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2747530.000000 Penalty: 4966.877441
	Iteration 10Q: 3 clusters Score -2747530 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2748163.500000 Penalty: 4966.877441
	Iteration 11Q: 3 clusters Score -2748164 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -2748497.250000 Penalty: 4966.877441
	Iteration 12Q: 3 clusters Score -2748497 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -2748647.750000 Penalty: 4966.877441
	Iteration 13Q: 3 clusters Score -2748648 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -2748743.750000 Penalty: 4966.877441
	Iteration 14Q: 3 clusters Score -2748744 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2748809.500000 Penalty: 4966.877441
	Iteration 15Q: 3 clusters Score -2748810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -2748839.750000 Penalty: 4966.877441
	Iteration 16Q: 3 clusters Score -2748840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -2748867.750000 Penalty: 4966.877441
	Iteration 17Q: 3 clusters Score -2748868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2748876.000000 Penalty: 4966.877441
	Iteration 18Q: 3 clusters Score -2748876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2748881.500000 Penalty: 4966.877441
	Iteration 19Q: 3 clusters Score -2748882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -2748884.000000 Penalty: 4966.877441
	Iteration 20F: 3 clusters Score -2748884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -2748890.000000 Penalty: 4966.877441
	Iteration 21Q: 3 clusters Score -2748890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2748892.500000 Penalty: 4966.877441
	Iteration 22Q: 3 clusters Score -2748892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -2748897.750000 Penalty: 4966.877441
	Iteration 23Q: 3 clusters Score -2748898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -2748903.250000 Penalty: 4966.877441
	Iteration 24Q: 3 clusters Score -2748903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -2748902.000000 Penalty: 4966.877441
	Iteration 25Q: 3 clusters Score -2748902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -2748902.000000 Penalty: 4966.877441
	Iteration 26F: 3 clusters Score -2748902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Entering Unmasked Estep 
Score: -3023821.250000 Penalty: 2512.068359
	Iteration 0F: 2 clusters Score -3023821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -3006583.250000 Penalty: 5024.136719
	Iteration 0F: 3 clusters Score -3006583 nChanged 11087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -3012587.750000 Penalty: 5024.136719
	Iteration 1F: 3 clusters Score -3012588 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -3013136.000000 Penalty: 5024.136719
	Iteration 2F: 3 clusters Score -3013136 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -3013686.500000 Penalty: 5024.136719
	Iteration 3Q: 3 clusters Score -3013686 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -3014282.000000 Penalty: 5024.136719
	Iteration 4Q: 3 clusters Score -3014282 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3014884.250000 Penalty: 5024.136719
	Iteration 5Q: 3 clusters Score -3014884 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3015544.750000 Penalty: 5024.136719
	Iteration 6Q: 3 clusters Score -3015545 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -3016216.250000 Penalty: 5024.136719
	Iteration 7Q: 3 clusters Score -3016216 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -3016876.250000 Penalty: 5024.136719
	Iteration 8Q: 3 clusters Score -3016876 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3017452.750000 Penalty: 5024.136719
	Iteration 9Q: 3 clusters Score -3017453 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3017990.500000 Penalty: 5024.136719
	Iteration 10Q: 3 clusters Score -3017990 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -3018483.250000 Penalty: 5024.136719
	Iteration 11Q: 3 clusters Score -3018483 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3018887.750000 Penalty: 5024.136719
	Iteration 12Q: 3 clusters Score -3018888 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3019223.500000 Penalty: 5024.136719
	Iteration 13Q: 3 clusters Score -3019224 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -3019492.250000 Penalty: 5024.136719
	Iteration 14Q: 3 clusters Score -3019492 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3019732.750000 Penalty: 5024.136719
	Iteration 15Q: 3 clusters Score -3019733 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -3019911.000000 Penalty: 5024.136719
	Iteration 16Q: 3 clusters Score -3019911 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -3020064.250000 Penalty: 5024.136719
	Iteration 17Q: 3 clusters Score -3020064 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -3020165.500000 Penalty: 5024.136719
	Iteration 18Q: 3 clusters Score -3020166 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -3020256.000000 Penalty: 5024.136719
	Iteration 19Q: 3 clusters Score -3020256 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -3020331.000000 Penalty: 5024.136719
	Iteration 20F: 3 clusters Score -3020331 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3020399.000000 Penalty: 5024.136719
	Iteration 21Q: 3 clusters Score -3020399 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -3020476.000000 Penalty: 5024.136719
	Iteration 22Q: 3 clusters Score -3020476 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -3020544.500000 Penalty: 5024.136719
	Iteration 23Q: 3 clusters Score -3020544 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -3020624.000000 Penalty: 5024.136719
	Iteration 24Q: 3 clusters Score -3020624 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -3020688.500000 Penalty: 5024.136719
	Iteration 25Q: 3 clusters Score -3020688 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -3020743.000000 Penalty: 5024.136719
	Iteration 26Q: 3 clusters Score -3020743 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3020783.000000 Penalty: 5024.136719
	Iteration 27Q: 3 clusters Score -3020783 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -3020804.250000 Penalty: 5024.136719
	Iteration 28Q: 3 clusters Score -3020804 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -3020836.250000 Penalty: 5024.136719
	Iteration 29Q: 3 clusters Score -3020836 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -3020853.000000 Penalty: 5024.136719
	Iteration 30Q: 3 clusters Score -3020853 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -3020877.250000 Penalty: 5024.136719
	Iteration 31Q: 3 clusters Score -3020877 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -3020886.000000 Penalty: 5024.136719
	Iteration 32Q: 3 clusters Score -3020886 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -3020898.500000 Penalty: 5024.136719
	Iteration 33Q: 3 clusters Score -3020898 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -3020905.000000 Penalty: 5024.136719
	Iteration 34Q: 3 clusters Score -3020905 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -3020935.000000 Penalty: 5024.136719
	Iteration 35Q: 3 clusters Score -3020935 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -3020934.500000 Penalty: 5024.136719
	Iteration 36Q: 3 clusters Score -3020934 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -3020943.000000 Penalty: 5024.136719
	Iteration 37Q: 3 clusters Score -3020943 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3020946.250000 Penalty: 5024.136719
	Iteration 38Q: 3 clusters Score -3020946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -3020947.750000 Penalty: 5024.136719
	Iteration 39Q: 3 clusters Score -3020948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -3020941.000000 Penalty: 5024.136719
	Iteration 40F: 3 clusters Score -3020941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3020935.500000 Penalty: 5024.136719
	Iteration 41Q: 3 clusters Score -3020936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3020937.750000 Penalty: 5024.136719
	Iteration 42Q: 3 clusters Score -3020938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3020938.750000 Penalty: 5024.136719
	Iteration 43Q: 3 clusters Score -3020939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -3020943.000000 Penalty: 5024.136719
	Iteration 44Q: 3 clusters Score -3020943 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -3020949.250000 Penalty: 5024.136719
	Iteration 45Q: 3 clusters Score -3020949 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -3020949.500000 Penalty: 5024.136719
	Iteration 46Q: 3 clusters Score -3020950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3020953.250000 Penalty: 5024.136719
	Iteration 47Q: 3 clusters Score -3020953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3020952.750000 Penalty: 5024.136719
	Iteration 48Q: 3 clusters Score -3020953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -3020954.500000 Penalty: 5024.136719
	Iteration 49Q: 3 clusters Score -3020954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -3020949.750000 Penalty: 5024.136719
	Iteration 50Q: 3 clusters Score -3020950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -3020957.500000 Penalty: 5024.136719
	Iteration 51Q: 3 clusters Score -3020958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -3020956.250000 Penalty: 5024.136719
	Iteration 52Q: 3 clusters Score -3020956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3020961.250000 Penalty: 5024.136719
	Iteration 53Q: 3 clusters Score -3020961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3020963.250000 Penalty: 5024.136719
	Iteration 54Q: 3 clusters Score -3020963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -3020973.250000 Penalty: 5024.136719
	Iteration 55Q: 3 clusters Score -3020973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -3020974.500000 Penalty: 5024.136719
	Iteration 56Q: 3 clusters Score -3020974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -3020976.250000 Penalty: 5024.136719
	Iteration 57Q: 3 clusters Score -3020976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -3020972.500000 Penalty: 5024.136719
	Iteration 58Q: 3 clusters Score -3020972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -3020978.750000 Penalty: 5024.136719
	Iteration 59Q: 3 clusters Score -3020979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3020979.750000 Penalty: 5024.136719
	Iteration 60F: 3 clusters Score -3020980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -3020977.750000 Penalty: 5024.136719
	Iteration 61Q: 3 clusters Score -3020978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -3020984.000000 Penalty: 5024.136719
	Iteration 62Q: 3 clusters Score -3020984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3020980.000000 Penalty: 5024.136719
	Iteration 63Q: 3 clusters Score -3020980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -3020983.500000 Penalty: 5024.136719
	Iteration 64Q: 3 clusters Score -3020984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -3020985.250000 Penalty: 5024.136719
	Iteration 65Q: 3 clusters Score -3020985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -3020985.750000 Penalty: 5024.136719
	Iteration 66Q: 3 clusters Score -3020986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -3020984.250000 Penalty: 5024.136719
	Iteration 67Q: 3 clusters Score -3020984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3020983.250000 Penalty: 5024.136719
	Iteration 68Q: 3 clusters Score -3020983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -3020983.750000 Penalty: 5024.136719
	Iteration 69Q: 3 clusters Score -3020984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -3020984.000000 Penalty: 5024.136719
	Iteration 70Q: 3 clusters Score -3020984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -3020986.500000 Penalty: 5024.136719
	Iteration 71Q: 3 clusters Score -3020986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -3020988.000000 Penalty: 5024.136719
	Iteration 72Q: 3 clusters Score -3020988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -3020989.500000 Penalty: 5024.136719
	Iteration 73Q: 3 clusters Score -3020990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -3020986.250000 Penalty: 5024.136719
	Iteration 74Q: 3 clusters Score -3020986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3020989.500000 Penalty: 5024.136719
	Iteration 75Q: 3 clusters Score -3020990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -3020989.000000 Penalty: 5024.136719
	Iteration 76Q: 3 clusters Score -3020989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -3020992.500000 Penalty: 5024.136719
	Iteration 77Q: 3 clusters Score -3020992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -3020992.250000 Penalty: 5024.136719
	Iteration 78Q: 3 clusters Score -3020992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -3020990.250000 Penalty: 5024.136719
	Iteration 79Q: 3 clusters Score -3020990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -3020990.500000 Penalty: 5024.136719
	Iteration 80F: 3 clusters Score -3020990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3020990.750000 Penalty: 5024.136719
	Iteration 81Q: 3 clusters Score -3020991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3020994.500000 Penalty: 5024.136719
	Iteration 82Q: 3 clusters Score -3020994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3020990.000000 Penalty: 5024.136719
	Iteration 83Q: 3 clusters Score -3020990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -3020991.750000 Penalty: 5024.136719
	Iteration 84Q: 3 clusters Score -3020992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -3020992.000000 Penalty: 5024.136719
	Iteration 85Q: 3 clusters Score -3020992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -3020991.250000 Penalty: 5024.136719
	Iteration 86Q: 3 clusters Score -3020991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -3020989.250000 Penalty: 5024.136719
	Iteration 87Q: 3 clusters Score -3020989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -3020989.750000 Penalty: 5024.136719
	Iteration 88Q: 3 clusters Score -3020990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3020991.250000 Penalty: 5024.136719
	Iteration 89Q: 3 clusters Score -3020991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3020991.250000 Penalty: 5024.136719
	Iteration 90F: 3 clusters Score -3020991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (158474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158474 members 
Entering Unmasked Estep 
Score: -19846522.000000 Penalty: 2969.389648
	Iteration 0F: 2 clusters Score -1.984652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79378 members 
Mstep: Class 2 contains 79096 members 
Entering Unmasked Estep 
Score: -19740518.000000 Penalty: 5938.779297
	Iteration 0F: 3 clusters Score -1.974052e+07 nChanged 76024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81730 members 
Mstep: Class 2 contains 76744 members 
Entering Unmasked Estep 
Score: -19784768.000000 Penalty: 5938.779297
	Iteration 1F: 3 clusters Score -1.978477e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83409 members 
Mstep: Class 2 contains 75065 members 
Entering Unmasked Estep 
Score: -19786508.000000 Penalty: 5938.779297
	Iteration 2Q: 3 clusters Score -1.978651e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85813 members 
Mstep: Class 2 contains 72661 members 
Entering Unmasked Estep 
Score: -19789168.000000 Penalty: 5938.779297
	Iteration 3Q: 3 clusters Score -1.978917e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88879 members 
Mstep: Class 2 contains 69595 members 
Entering Unmasked Estep 
Score: -19792232.000000 Penalty: 5938.779297
	Iteration 4Q: 3 clusters Score -1.979223e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92624 members 
Mstep: Class 2 contains 65850 members 
Entering Unmasked Estep 
Score: -19796056.000000 Penalty: 5938.779297
	Iteration 5Q: 3 clusters Score -1.979606e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97068 members 
Mstep: Class 2 contains 61406 members 
Entering Unmasked Estep 
Score: -19800584.000000 Penalty: 5938.779297
	Iteration 6F: 3 clusters Score -1.980058e+07 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102189 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -19805922.000000 Penalty: 5938.779297
	Iteration 7F: 3 clusters Score -1.980592e+07 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107841 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -19811908.000000 Penalty: 5938.779297
	Iteration 8F: 3 clusters Score -1.981191e+07 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113325 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -19817474.000000 Penalty: 5938.779297
	Iteration 9F: 3 clusters Score -1.981747e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118354 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -19822396.000000 Penalty: 5938.779297
	Iteration 10Q: 3 clusters Score -1.98224e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122820 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -19826072.000000 Penalty: 5938.779297
	Iteration 11Q: 3 clusters Score -1.982607e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126857 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -19828694.000000 Penalty: 5938.779297
	Iteration 12Q: 3 clusters Score -1.982869e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130581 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -19830794.000000 Penalty: 5938.779297
	Iteration 13Q: 3 clusters Score -1.983079e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134008 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -19832582.000000 Penalty: 5938.779297
	Iteration 14Q: 3 clusters Score -1.983258e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137213 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -19834142.000000 Penalty: 5938.779297
	Iteration 15Q: 3 clusters Score -1.983414e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140204 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -19835584.000000 Penalty: 5938.779297
	Iteration 16Q: 3 clusters Score -1.983558e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142974 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -19837084.000000 Penalty: 5938.779297
	Iteration 17Q: 3 clusters Score -1.983708e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145491 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -19838430.000000 Penalty: 5938.779297
	Iteration 18Q: 3 clusters Score -1.983843e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147750 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -19839478.000000 Penalty: 5938.779297
	Iteration 19Q: 3 clusters Score -1.983948e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149718 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -19840544.000000 Penalty: 5938.779297
	Iteration 20F: 3 clusters Score -1.984054e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151392 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -19841396.000000 Penalty: 5938.779297
	Iteration 21Q: 3 clusters Score -1.98414e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152740 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -19842030.000000 Penalty: 5938.779297
	Iteration 22Q: 3 clusters Score -1.984203e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153784 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -19842532.000000 Penalty: 5938.779297
	Iteration 23Q: 3 clusters Score -1.984253e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154563 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -19842856.000000 Penalty: 5938.779297
	Iteration 24Q: 3 clusters Score -1.984286e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155190 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -19843162.000000 Penalty: 5938.779297
	Iteration 25Q: 3 clusters Score -1.984316e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155642 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -19843284.000000 Penalty: 5938.779297
	Iteration 26Q: 3 clusters Score -1.984328e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155984 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -19843416.000000 Penalty: 5938.779297
	Iteration 27Q: 3 clusters Score -1.984342e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156234 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -19843532.000000 Penalty: 5938.779297
	Iteration 28Q: 3 clusters Score -1.984353e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156424 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -19843644.000000 Penalty: 5938.779297
	Iteration 29Q: 3 clusters Score -1.984364e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156558 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -19843690.000000 Penalty: 5938.779297
	Iteration 30Q: 3 clusters Score -1.984369e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156675 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -19843728.000000 Penalty: 5938.779297
	Iteration 31Q: 3 clusters Score -1.984373e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156767 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -19843814.000000 Penalty: 5938.779297
	Iteration 32Q: 3 clusters Score -1.984381e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156842 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -19843858.000000 Penalty: 5938.779297
	Iteration 33Q: 3 clusters Score -1.984386e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156916 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -19843892.000000 Penalty: 5938.779297
	Iteration 34Q: 3 clusters Score -1.984389e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156973 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -19843926.000000 Penalty: 5938.779297
	Iteration 35Q: 3 clusters Score -1.984393e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157038 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -19843974.000000 Penalty: 5938.779297
	Iteration 36Q: 3 clusters Score -1.984397e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157087 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -19844012.000000 Penalty: 5938.779297
	Iteration 37Q: 3 clusters Score -1.984401e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157129 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -19844018.000000 Penalty: 5938.779297
	Iteration 38Q: 3 clusters Score -1.984402e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157163 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -19844040.000000 Penalty: 5938.779297
	Iteration 39Q: 3 clusters Score -1.984404e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157181 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -19844060.000000 Penalty: 5938.779297
	Iteration 40F: 3 clusters Score -1.984406e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157207 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -19844098.000000 Penalty: 5938.779297
	Iteration 41Q: 3 clusters Score -1.98441e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157232 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -19844082.000000 Penalty: 5938.779297
	Iteration 42Q: 3 clusters Score -1.984408e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157253 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -19844110.000000 Penalty: 5938.779297
	Iteration 43Q: 3 clusters Score -1.984411e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157271 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -19844114.000000 Penalty: 5938.779297
	Iteration 44Q: 3 clusters Score -1.984411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157284 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -19844144.000000 Penalty: 5938.779297
	Iteration 45Q: 3 clusters Score -1.984414e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157301 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -19844152.000000 Penalty: 5938.779297
	Iteration 46Q: 3 clusters Score -1.984415e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157310 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -19844152.000000 Penalty: 5938.779297
	Iteration 47Q: 3 clusters Score -1.984415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157313 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -19844160.000000 Penalty: 5938.779297
	Iteration 48Q: 3 clusters Score -1.984416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157321 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -19844174.000000 Penalty: 5938.779297
	Iteration 49Q: 3 clusters Score -1.984417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157322 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -19844170.000000 Penalty: 5938.779297
	Iteration 50Q: 3 clusters Score -1.984417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157325 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -19844164.000000 Penalty: 5938.779297
	Iteration 51Q: 3 clusters Score -1.984416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157330 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -19844160.000000 Penalty: 5938.779297
	Iteration 52Q: 3 clusters Score -1.984416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157332 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -19844160.000000 Penalty: 5938.779297
	Iteration 53Q: 3 clusters Score -1.984416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157337 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -19844180.000000 Penalty: 5938.779297
	Iteration 54Q: 3 clusters Score -1.984418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157341 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -19844170.000000 Penalty: 5938.779297
	Iteration 55Q: 3 clusters Score -1.984417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157346 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -19844166.000000 Penalty: 5938.779297
	Iteration 56Q: 3 clusters Score -1.984417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157347 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -19844170.000000 Penalty: 5938.779297
	Iteration 57Q: 3 clusters Score -1.984417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157351 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -19844178.000000 Penalty: 5938.779297
	Iteration 58Q: 3 clusters Score -1.984418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157354 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -19844172.000000 Penalty: 5938.779297
	Iteration 59Q: 3 clusters Score -1.984417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157357 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -19844178.000000 Penalty: 5938.779297
	Iteration 60F: 3 clusters Score -1.984418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157361 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -19844184.000000 Penalty: 5938.779297
	Iteration 61Q: 3 clusters Score -1.984418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157369 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -19844200.000000 Penalty: 5938.779297
	Iteration 62Q: 3 clusters Score -1.98442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157376 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -19844186.000000 Penalty: 5938.779297
	Iteration 63Q: 3 clusters Score -1.984419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157376 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -19844196.000000 Penalty: 5938.779297
	Iteration 64Q: 3 clusters Score -1.98442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157376 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -19844198.000000 Penalty: 5938.779297
	Iteration 65Q: 3 clusters Score -1.98442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157374 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -19844184.000000 Penalty: 5938.779297
	Iteration 66Q: 3 clusters Score -1.984418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157377 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -19844184.000000 Penalty: 5938.779297
	Iteration 67Q: 3 clusters Score -1.984418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157377 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -19844184.000000 Penalty: 5938.779297
	Iteration 68F: 3 clusters Score -1.984418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Entering Unmasked Estep 
Score: -116815.218750 Penalty: 1770.045044
	Iteration 0F: 2 clusters Score -116815.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -114759.734375 Penalty: 3540.090088
	Iteration 0F: 3 clusters Score -114759.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -115262.812500 Penalty: 3540.090088
	Iteration 1F: 3 clusters Score -115262.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -115590.460938 Penalty: 3540.090088
	Iteration 2F: 3 clusters Score -115590.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -115829.226562 Penalty: 3540.090088
	Iteration 3F: 3 clusters Score -115829.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -115979.664062 Penalty: 3540.090088
	Iteration 4F: 3 clusters Score -115979.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -116076.781250 Penalty: 3540.090088
	Iteration 5Q: 3 clusters Score -116076.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -116138.390625 Penalty: 3540.090088
	Iteration 6Q: 3 clusters Score -116138.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -116192.031250 Penalty: 3540.090088
	Iteration 7Q: 3 clusters Score -116192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -116229.570312 Penalty: 3540.090088
	Iteration 8Q: 3 clusters Score -116229.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -116259.507812 Penalty: 3540.090088
	Iteration 9Q: 3 clusters Score -116259.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -116300.320312 Penalty: 3540.090088
	Iteration 10Q: 3 clusters Score -116300.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -116328.921875 Penalty: 3540.090088
	Iteration 11Q: 3 clusters Score -116328.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -116339.703125 Penalty: 3540.090088
	Iteration 12Q: 3 clusters Score -116339.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -116344.750000 Penalty: 3540.090088
	Iteration 13Q: 3 clusters Score -116344.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -116344.750000 Penalty: 3540.090088
	Iteration 14F: 3 clusters Score -116344.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Entering Unmasked Estep 
Score: -1639154.625000 Penalty: 2354.422119
	Iteration 0F: 2 clusters Score -1639155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1629379.125000 Penalty: 4708.844238
	Iteration 0F: 3 clusters Score -1629379 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1632390.250000 Penalty: 4708.844238
	Iteration 1F: 3 clusters Score -1632390 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1632776.750000 Penalty: 4708.844238
	Iteration 2F: 3 clusters Score -1632777 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1633089.625000 Penalty: 4708.844238
	Iteration 3F: 3 clusters Score -1633090 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1633363.750000 Penalty: 4708.844238
	Iteration 4Q: 3 clusters Score -1633364 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1633647.875000 Penalty: 4708.844238
	Iteration 5Q: 3 clusters Score -1633648 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1633977.125000 Penalty: 4708.844238
	Iteration 6Q: 3 clusters Score -1633977 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1634363.250000 Penalty: 4708.844238
	Iteration 7Q: 3 clusters Score -1634363 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1634760.625000 Penalty: 4708.844238
	Iteration 8Q: 3 clusters Score -1634761 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1635177.000000 Penalty: 4708.844238
	Iteration 9Q: 3 clusters Score -1635177 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1635637.375000 Penalty: 4708.844238
	Iteration 10Q: 3 clusters Score -1635637 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1636120.625000 Penalty: 4708.844238
	Iteration 11Q: 3 clusters Score -1636121 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1636658.625000 Penalty: 4708.844238
	Iteration 12Q: 3 clusters Score -1636659 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1637209.875000 Penalty: 4708.844238
	Iteration 13Q: 3 clusters Score -1637210 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1637715.125000 Penalty: 4708.844238
	Iteration 14Q: 3 clusters Score -1637715 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1638084.125000 Penalty: 4708.844238
	Iteration 15Q: 3 clusters Score -1638084 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1638345.750000 Penalty: 4708.844238
	Iteration 16Q: 3 clusters Score -1638346 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1638505.000000 Penalty: 4708.844238
	Iteration 17Q: 3 clusters Score -1638505 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1638563.250000 Penalty: 4708.844238
	Iteration 18Q: 3 clusters Score -1638563 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1638597.875000 Penalty: 4708.844238
	Iteration 19Q: 3 clusters Score -1638598 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1638616.375000 Penalty: 4708.844238
	Iteration 20F: 3 clusters Score -1638616 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1638630.250000 Penalty: 4708.844238
	Iteration 21Q: 3 clusters Score -1638630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1638637.125000 Penalty: 4708.844238
	Iteration 22Q: 3 clusters Score -1638637 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1638641.000000 Penalty: 4708.844238
	Iteration 23Q: 3 clusters Score -1638641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1638644.000000 Penalty: 4708.844238
	Iteration 24Q: 3 clusters Score -1638644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1638646.000000 Penalty: 4708.844238
	Iteration 25Q: 3 clusters Score -1638646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1638652.875000 Penalty: 4708.844238
	Iteration 26Q: 3 clusters Score -1638653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1638655.750000 Penalty: 4708.844238
	Iteration 27Q: 3 clusters Score -1638656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1638659.625000 Penalty: 4708.844238
	Iteration 28Q: 3 clusters Score -1638660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1638663.375000 Penalty: 4708.844238
	Iteration 29Q: 3 clusters Score -1638663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1638661.000000 Penalty: 4708.844238
	Iteration 30Q: 3 clusters Score -1638661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1638664.000000 Penalty: 4708.844238
	Iteration 31Q: 3 clusters Score -1638664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1638666.625000 Penalty: 4708.844238
	Iteration 32Q: 3 clusters Score -1638667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1638667.125000 Penalty: 4708.844238
	Iteration 33Q: 3 clusters Score -1638667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1638668.625000 Penalty: 4708.844238
	Iteration 34Q: 3 clusters Score -1638669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1638669.375000 Penalty: 4708.844238
	Iteration 35Q: 3 clusters Score -1638669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1638671.375000 Penalty: 4708.844238
	Iteration 36Q: 3 clusters Score -1638671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1638671.750000 Penalty: 4708.844238
	Iteration 37Q: 3 clusters Score -1638672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1638671.500000 Penalty: 4708.844238
	Iteration 38Q: 3 clusters Score -1638672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1638672.625000 Penalty: 4708.844238
	Iteration 39Q: 3 clusters Score -1638673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1638672.125000 Penalty: 4708.844238
	Iteration 40F: 3 clusters Score -1638672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Entering Unmasked Estep 
Score: -193941.453125 Penalty: 1845.592896
	Iteration 0F: 2 clusters Score -193941.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -191526.125000 Penalty: 3691.185791
	Iteration 0F: 3 clusters Score -191526.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -191977.500000 Penalty: 3691.185791
	Iteration 1F: 3 clusters Score -191977.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -192155.265625 Penalty: 3691.185791
	Iteration 2F: 3 clusters Score -192155.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -192279.812500 Penalty: 3691.185791
	Iteration 3F: 3 clusters Score -192279.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -192423.062500 Penalty: 3691.185791
	Iteration 4Q: 3 clusters Score -192423.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -192592.875000 Penalty: 3691.185791
	Iteration 5Q: 3 clusters Score -192592.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -192742.406250 Penalty: 3691.185791
	Iteration 6Q: 3 clusters Score -192742.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -192896.062500 Penalty: 3691.185791
	Iteration 7Q: 3 clusters Score -192896.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -193145.937500 Penalty: 3691.185791
	Iteration 8F: 3 clusters Score -193145.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -193389.093750 Penalty: 3691.185791
	Iteration 9Q: 3 clusters Score -193389.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -193534.140625 Penalty: 3691.185791
	Iteration 10Q: 3 clusters Score -193534.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -193618.468750 Penalty: 3691.185791
	Iteration 11Q: 3 clusters Score -193618.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -193708.250000 Penalty: 3691.185791
	Iteration 12Q: 3 clusters Score -193708.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -193805.328125 Penalty: 3691.185791
	Iteration 13Q: 3 clusters Score -193805.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -193902.140625 Penalty: 3691.185791
	Iteration 14Q: 3 clusters Score -193902.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -194006.109375 Penalty: 3691.185791
	Iteration 15Q: 3 clusters Score -194006.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -194090.390625 Penalty: 3691.185791
	Iteration 16Q: 3 clusters Score -194090.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -194234.671875 Penalty: 3691.185791
	Iteration 17Q: 3 clusters Score -194234.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -194308.734375 Penalty: 3691.185791
	Iteration 18Q: 3 clusters Score -194308.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -194326.921875 Penalty: 3691.185791
	Iteration 19Q: 3 clusters Score -194326.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -194338.046875 Penalty: 3691.185791
	Iteration 20F: 3 clusters Score -194338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -194344.765625 Penalty: 3691.185791
	Iteration 21Q: 3 clusters Score -194344.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -194350.296875 Penalty: 3691.185791
	Iteration 22Q: 3 clusters Score -194350.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -194352.687500 Penalty: 3691.185791
	Iteration 23Q: 3 clusters Score -194352.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -194356.250000 Penalty: 3691.185791
	Iteration 24Q: 3 clusters Score -194356.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -194360.484375 Penalty: 3691.185791
	Iteration 25Q: 3 clusters Score -194360.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -194362.437500 Penalty: 3691.185791
	Iteration 26Q: 3 clusters Score -194362.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -194362.437500 Penalty: 3691.185791
	Iteration 27F: 3 clusters Score -194362.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 292523 members 
Mstep: Class 2 contains 56269 members 
Mstep: Class 3 contains 18743 members 
Mstep: Class 4 contains 279417 members 
Mstep: Class 5 contains 9898 members 
Mstep: Class 6 contains 22143 members 
Mstep: Class 7 contains 8635 members 
Mstep: Class 8 contains 107205 members 
Mstep: Class 9 contains 31878 members 
Mstep: Class 10 contains 76778 members 
Mstep: Class 11 contains 21221 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22334 members 
Mstep: Class 14 contains 25067 members 
Mstep: Class 15 contains 158474 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13275 members 
Mstep: Class 18 contains 973 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14420 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3919 members 
Mstep: Class 23 contains 6976 members 
Mstep: Class 24 contains 8623 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84076 members 
Mstep: Class 27 contains 385 members 
Mstep: Class 28 contains 733 members 
Entering Unmasked Estep 
Score: -154619712.000000 Penalty: 97617.203125
Splitting cluster 18 changes total score from -154620496.000000 to -154619712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (3624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Entering Unmasked Estep 
Score: -413450.656250 Penalty: 2032.442749
	Iteration 0F: 2 clusters Score -413450.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -409814.937500 Penalty: 4064.885498
	Iteration 0F: 3 clusters Score -409814.9 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -410576.000000 Penalty: 4064.885498
	Iteration 1F: 3 clusters Score -410576 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -410725.468750 Penalty: 4064.885498
	Iteration 2F: 3 clusters Score -410725.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -410816.687500 Penalty: 4064.885498
	Iteration 3Q: 3 clusters Score -410816.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -410884.000000 Penalty: 4064.885498
	Iteration 4Q: 3 clusters Score -410884 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -410938.343750 Penalty: 4064.885498
	Iteration 5Q: 3 clusters Score -410938.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -410978.156250 Penalty: 4064.885498
	Iteration 6Q: 3 clusters Score -410978.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -411019.250000 Penalty: 4064.885498
	Iteration 7Q: 3 clusters Score -411019.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -411061.437500 Penalty: 4064.885498
	Iteration 8Q: 3 clusters Score -411061.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -411116.406250 Penalty: 4064.885498
	Iteration 9Q: 3 clusters Score -411116.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -411178.375000 Penalty: 4064.885498
	Iteration 10Q: 3 clusters Score -411178.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -411226.343750 Penalty: 4064.885498
	Iteration 11Q: 3 clusters Score -411226.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -411294.281250 Penalty: 4064.885498
	Iteration 12Q: 3 clusters Score -411294.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -411367.968750 Penalty: 4064.885498
	Iteration 13Q: 3 clusters Score -411368 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -411453.656250 Penalty: 4064.885498
	Iteration 14Q: 3 clusters Score -411453.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -411528.843750 Penalty: 4064.885498
	Iteration 15Q: 3 clusters Score -411528.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -411587.125000 Penalty: 4064.885498
	Iteration 16Q: 3 clusters Score -411587.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -411636.750000 Penalty: 4064.885498
	Iteration 17Q: 3 clusters Score -411636.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -411679.468750 Penalty: 4064.885498
	Iteration 18Q: 3 clusters Score -411679.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -411728.312500 Penalty: 4064.885498
	Iteration 19Q: 3 clusters Score -411728.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -411781.000000 Penalty: 4064.885498
	Iteration 20F: 3 clusters Score -411781 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -411813.781250 Penalty: 4064.885498
	Iteration 21Q: 3 clusters Score -411813.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -411839.781250 Penalty: 4064.885498
	Iteration 22Q: 3 clusters Score -411839.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -411854.843750 Penalty: 4064.885498
	Iteration 23Q: 3 clusters Score -411854.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -411870.593750 Penalty: 4064.885498
	Iteration 24Q: 3 clusters Score -411870.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -411886.656250 Penalty: 4064.885498
	Iteration 25Q: 3 clusters Score -411886.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -411900.625000 Penalty: 4064.885498
	Iteration 26Q: 3 clusters Score -411900.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -411912.562500 Penalty: 4064.885498
	Iteration 27Q: 3 clusters Score -411912.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -411920.843750 Penalty: 4064.885498
	Iteration 28Q: 3 clusters Score -411920.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -411927.062500 Penalty: 4064.885498
	Iteration 29Q: 3 clusters Score -411927.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -411934.906250 Penalty: 4064.885498
	Iteration 30Q: 3 clusters Score -411934.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -411941.156250 Penalty: 4064.885498
	Iteration 31Q: 3 clusters Score -411941.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -411943.718750 Penalty: 4064.885498
	Iteration 32Q: 3 clusters Score -411943.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -411947.531250 Penalty: 4064.885498
	Iteration 33Q: 3 clusters Score -411947.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -411949.562500 Penalty: 4064.885498
	Iteration 34Q: 3 clusters Score -411949.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -411951.125000 Penalty: 4064.885498
	Iteration 35Q: 3 clusters Score -411951.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -411951.125000 Penalty: 4064.885498
	Iteration 36F: 3 clusters Score -411951.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Entering Unmasked Estep 
Score: -1718317.125000 Penalty: 2374.939941
	Iteration 0F: 2 clusters Score -1718317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1707868.500000 Penalty: 4749.879883
	Iteration 0F: 3 clusters Score -1707868 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1711220.125000 Penalty: 4749.879883
	Iteration 1F: 3 clusters Score -1711220 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1711806.625000 Penalty: 4749.879883
	Iteration 2F: 3 clusters Score -1711807 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1712471.250000 Penalty: 4749.879883
	Iteration 3F: 3 clusters Score -1712471 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1713225.125000 Penalty: 4749.879883
	Iteration 4F: 3 clusters Score -1713225 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1713942.375000 Penalty: 4749.879883
	Iteration 5F: 3 clusters Score -1713942 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1714529.375000 Penalty: 4749.879883
	Iteration 6F: 3 clusters Score -1714529 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1715008.750000 Penalty: 4749.879883
	Iteration 7F: 3 clusters Score -1715009 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1715385.000000 Penalty: 4749.879883
	Iteration 8Q: 3 clusters Score -1715385 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1715674.250000 Penalty: 4749.879883
	Iteration 9Q: 3 clusters Score -1715674 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1715958.875000 Penalty: 4749.879883
	Iteration 10Q: 3 clusters Score -1715959 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1716177.250000 Penalty: 4749.879883
	Iteration 11Q: 3 clusters Score -1716177 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1716328.875000 Penalty: 4749.879883
	Iteration 12Q: 3 clusters Score -1716329 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1716442.875000 Penalty: 4749.879883
	Iteration 13Q: 3 clusters Score -1716443 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1716534.375000 Penalty: 4749.879883
	Iteration 14Q: 3 clusters Score -1716534 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1716614.625000 Penalty: 4749.879883
	Iteration 15Q: 3 clusters Score -1716615 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1716689.125000 Penalty: 4749.879883
	Iteration 16Q: 3 clusters Score -1716689 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1716749.250000 Penalty: 4749.879883
	Iteration 17Q: 3 clusters Score -1716749 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1716796.000000 Penalty: 4749.879883
	Iteration 18Q: 3 clusters Score -1716796 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1716835.250000 Penalty: 4749.879883
	Iteration 19Q: 3 clusters Score -1716835 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1716863.750000 Penalty: 4749.879883
	Iteration 20F: 3 clusters Score -1716864 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1716882.875000 Penalty: 4749.879883
	Iteration 21Q: 3 clusters Score -1716883 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1716907.625000 Penalty: 4749.879883
	Iteration 22Q: 3 clusters Score -1716908 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1716927.375000 Penalty: 4749.879883
	Iteration 23Q: 3 clusters Score -1716927 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1716944.625000 Penalty: 4749.879883
	Iteration 24Q: 3 clusters Score -1716945 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1716961.625000 Penalty: 4749.879883
	Iteration 25Q: 3 clusters Score -1716962 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1716979.500000 Penalty: 4749.879883
	Iteration 26Q: 3 clusters Score -1716980 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1716999.875000 Penalty: 4749.879883
	Iteration 27Q: 3 clusters Score -1717000 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1717004.500000 Penalty: 4749.879883
	Iteration 28Q: 3 clusters Score -1717004 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1717019.375000 Penalty: 4749.879883
	Iteration 29Q: 3 clusters Score -1717019 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1717037.875000 Penalty: 4749.879883
	Iteration 30Q: 3 clusters Score -1717038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1717051.000000 Penalty: 4749.879883
	Iteration 31Q: 3 clusters Score -1717051 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1717061.875000 Penalty: 4749.879883
	Iteration 32Q: 3 clusters Score -1717062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1717069.625000 Penalty: 4749.879883
	Iteration 33Q: 3 clusters Score -1717070 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1717075.000000 Penalty: 4749.879883
	Iteration 34Q: 3 clusters Score -1717075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1717079.875000 Penalty: 4749.879883
	Iteration 35Q: 3 clusters Score -1717080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1717089.750000 Penalty: 4749.879883
	Iteration 36Q: 3 clusters Score -1717090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1717094.375000 Penalty: 4749.879883
	Iteration 37Q: 3 clusters Score -1717094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1717101.000000 Penalty: 4749.879883
	Iteration 38Q: 3 clusters Score -1717101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1717106.875000 Penalty: 4749.879883
	Iteration 39Q: 3 clusters Score -1717107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1717111.625000 Penalty: 4749.879883
	Iteration 40F: 3 clusters Score -1717112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1717115.375000 Penalty: 4749.879883
	Iteration 41Q: 3 clusters Score -1717115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1717118.750000 Penalty: 4749.879883
	Iteration 42Q: 3 clusters Score -1717119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1717120.250000 Penalty: 4749.879883
	Iteration 43Q: 3 clusters Score -1717120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1717121.375000 Penalty: 4749.879883
	Iteration 44Q: 3 clusters Score -1717121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1717123.375000 Penalty: 4749.879883
	Iteration 45Q: 3 clusters Score -1717123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1717130.875000 Penalty: 4749.879883
	Iteration 46Q: 3 clusters Score -1717131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1717129.875000 Penalty: 4749.879883
	Iteration 47Q: 3 clusters Score -1717130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1717131.375000 Penalty: 4749.879883
	Iteration 48Q: 3 clusters Score -1717131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1717136.875000 Penalty: 4749.879883
	Iteration 49Q: 3 clusters Score -1717137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1717143.875000 Penalty: 4749.879883
	Iteration 50Q: 3 clusters Score -1717144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1717146.375000 Penalty: 4749.879883
	Iteration 51Q: 3 clusters Score -1717146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1717148.125000 Penalty: 4749.879883
	Iteration 52Q: 3 clusters Score -1717148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1717154.500000 Penalty: 4749.879883
	Iteration 53Q: 3 clusters Score -1717154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1717154.375000 Penalty: 4749.879883
	Iteration 54Q: 3 clusters Score -1717154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1717165.375000 Penalty: 4749.879883
	Iteration 55Q: 3 clusters Score -1717165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1717170.000000 Penalty: 4749.879883
	Iteration 56Q: 3 clusters Score -1717170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1717175.250000 Penalty: 4749.879883
	Iteration 57Q: 3 clusters Score -1717175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1717180.875000 Penalty: 4749.879883
	Iteration 58Q: 3 clusters Score -1717181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1717188.625000 Penalty: 4749.879883
	Iteration 59Q: 3 clusters Score -1717189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1717191.250000 Penalty: 4749.879883
	Iteration 60F: 3 clusters Score -1717191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1717194.125000 Penalty: 4749.879883
	Iteration 61Q: 3 clusters Score -1717194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1717195.750000 Penalty: 4749.879883
	Iteration 62Q: 3 clusters Score -1717196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1717203.250000 Penalty: 4749.879883
	Iteration 63Q: 3 clusters Score -1717203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1717211.625000 Penalty: 4749.879883
	Iteration 64Q: 3 clusters Score -1717212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1717211.250000 Penalty: 4749.879883
	Iteration 65Q: 3 clusters Score -1717211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1717213.875000 Penalty: 4749.879883
	Iteration 66Q: 3 clusters Score -1717214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1717213.000000 Penalty: 4749.879883
	Iteration 67Q: 3 clusters Score -1717213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1717214.250000 Penalty: 4749.879883
	Iteration 68Q: 3 clusters Score -1717214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1717213.500000 Penalty: 4749.879883
	Iteration 69Q: 3 clusters Score -1717214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1717211.250000 Penalty: 4749.879883
	Iteration 70Q: 3 clusters Score -1717211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1717212.750000 Penalty: 4749.879883
	Iteration 71Q: 3 clusters Score -1717213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1717212.750000 Penalty: 4749.879883
	Iteration 72F: 3 clusters Score -1717213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -28581.498047 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -28581.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27336.496094 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -27336.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27429.298828 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -27429.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27451.591797 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -27451.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27463.611328 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -27463.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27466.103516 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -27466.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27466.103516 Penalty: 2778.651123
	Iteration 5F: 3 clusters Score -27466.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Entering Unmasked Estep 
Score: -476667.093750 Penalty: 2051.850830
	Iteration 0F: 2 clusters Score -476667.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -472852.000000 Penalty: 4103.701660
	Iteration 0F: 3 clusters Score -472852 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -473657.031250 Penalty: 4103.701660
	Iteration 1F: 3 clusters Score -473657 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -473835.281250 Penalty: 4103.701660
	Iteration 2F: 3 clusters Score -473835.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -473948.000000 Penalty: 4103.701660
	Iteration 3Q: 3 clusters Score -473948 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -474027.531250 Penalty: 4103.701660
	Iteration 4Q: 3 clusters Score -474027.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -474082.406250 Penalty: 4103.701660
	Iteration 5Q: 3 clusters Score -474082.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -474124.656250 Penalty: 4103.701660
	Iteration 6Q: 3 clusters Score -474124.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -474156.593750 Penalty: 4103.701660
	Iteration 7Q: 3 clusters Score -474156.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -474184.250000 Penalty: 4103.701660
	Iteration 8Q: 3 clusters Score -474184.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -474204.093750 Penalty: 4103.701660
	Iteration 9Q: 3 clusters Score -474204.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -474220.750000 Penalty: 4103.701660
	Iteration 10Q: 3 clusters Score -474220.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -474237.531250 Penalty: 4103.701660
	Iteration 11Q: 3 clusters Score -474237.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -474249.187500 Penalty: 4103.701660
	Iteration 12Q: 3 clusters Score -474249.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -474259.468750 Penalty: 4103.701660
	Iteration 13Q: 3 clusters Score -474259.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -474270.437500 Penalty: 4103.701660
	Iteration 14Q: 3 clusters Score -474270.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -474282.843750 Penalty: 4103.701660
	Iteration 15Q: 3 clusters Score -474282.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -474296.156250 Penalty: 4103.701660
	Iteration 16Q: 3 clusters Score -474296.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -474305.781250 Penalty: 4103.701660
	Iteration 17Q: 3 clusters Score -474305.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -474314.718750 Penalty: 4103.701660
	Iteration 18Q: 3 clusters Score -474314.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -474322.906250 Penalty: 4103.701660
	Iteration 19Q: 3 clusters Score -474322.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -474330.187500 Penalty: 4103.701660
	Iteration 20F: 3 clusters Score -474330.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -474343.281250 Penalty: 4103.701660
	Iteration 21Q: 3 clusters Score -474343.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -474363.031250 Penalty: 4103.701660
	Iteration 22Q: 3 clusters Score -474363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -474374.093750 Penalty: 4103.701660
	Iteration 23Q: 3 clusters Score -474374.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -474387.875000 Penalty: 4103.701660
	Iteration 24Q: 3 clusters Score -474387.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -474401.593750 Penalty: 4103.701660
	Iteration 25Q: 3 clusters Score -474401.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -474414.343750 Penalty: 4103.701660
	Iteration 26Q: 3 clusters Score -474414.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -474426.875000 Penalty: 4103.701660
	Iteration 27Q: 3 clusters Score -474426.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -474439.875000 Penalty: 4103.701660
	Iteration 28Q: 3 clusters Score -474439.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -474451.875000 Penalty: 4103.701660
	Iteration 29Q: 3 clusters Score -474451.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -474460.218750 Penalty: 4103.701660
	Iteration 30Q: 3 clusters Score -474460.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -474472.375000 Penalty: 4103.701660
	Iteration 31Q: 3 clusters Score -474472.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -474481.437500 Penalty: 4103.701660
	Iteration 32Q: 3 clusters Score -474481.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -474489.156250 Penalty: 4103.701660
	Iteration 33Q: 3 clusters Score -474489.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -474496.406250 Penalty: 4103.701660
	Iteration 34Q: 3 clusters Score -474496.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -474507.593750 Penalty: 4103.701660
	Iteration 35Q: 3 clusters Score -474507.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -474521.843750 Penalty: 4103.701660
	Iteration 36Q: 3 clusters Score -474521.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -474539.875000 Penalty: 4103.701660
	Iteration 37Q: 3 clusters Score -474539.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -474563.468750 Penalty: 4103.701660
	Iteration 38Q: 3 clusters Score -474563.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -474581.281250 Penalty: 4103.701660
	Iteration 39Q: 3 clusters Score -474581.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -474601.218750 Penalty: 4103.701660
	Iteration 40F: 3 clusters Score -474601.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -474618.687500 Penalty: 4103.701660
	Iteration 41Q: 3 clusters Score -474618.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -474646.843750 Penalty: 4103.701660
	Iteration 42Q: 3 clusters Score -474646.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -474670.250000 Penalty: 4103.701660
	Iteration 43Q: 3 clusters Score -474670.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -474691.031250 Penalty: 4103.701660
	Iteration 44Q: 3 clusters Score -474691 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -474710.406250 Penalty: 4103.701660
	Iteration 45Q: 3 clusters Score -474710.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -474729.781250 Penalty: 4103.701660
	Iteration 46Q: 3 clusters Score -474729.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -474748.750000 Penalty: 4103.701660
	Iteration 47Q: 3 clusters Score -474748.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -474767.093750 Penalty: 4103.701660
	Iteration 48Q: 3 clusters Score -474767.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -474797.343750 Penalty: 4103.701660
	Iteration 49Q: 3 clusters Score -474797.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -474823.781250 Penalty: 4103.701660
	Iteration 50Q: 3 clusters Score -474823.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -474846.312500 Penalty: 4103.701660
	Iteration 51Q: 3 clusters Score -474846.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -474871.625000 Penalty: 4103.701660
	Iteration 52Q: 3 clusters Score -474871.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -474899.781250 Penalty: 4103.701660
	Iteration 53Q: 3 clusters Score -474899.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -474927.968750 Penalty: 4103.701660
	Iteration 54Q: 3 clusters Score -474928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -474960.500000 Penalty: 4103.701660
	Iteration 55Q: 3 clusters Score -474960.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -474992.500000 Penalty: 4103.701660
	Iteration 56Q: 3 clusters Score -474992.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -475019.625000 Penalty: 4103.701660
	Iteration 57Q: 3 clusters Score -475019.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -475066.187500 Penalty: 4103.701660
	Iteration 58Q: 3 clusters Score -475066.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -475119.531250 Penalty: 4103.701660
	Iteration 59Q: 3 clusters Score -475119.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -475173.093750 Penalty: 4103.701660
	Iteration 60F: 3 clusters Score -475173.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -475239.093750 Penalty: 4103.701660
	Iteration 61Q: 3 clusters Score -475239.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -475315.750000 Penalty: 4103.701660
	Iteration 62Q: 3 clusters Score -475315.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -475397.218750 Penalty: 4103.701660
	Iteration 63Q: 3 clusters Score -475397.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -475479.187500 Penalty: 4103.701660
	Iteration 64Q: 3 clusters Score -475479.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -475536.531250 Penalty: 4103.701660
	Iteration 65Q: 3 clusters Score -475536.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -475570.906250 Penalty: 4103.701660
	Iteration 66Q: 3 clusters Score -475570.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -475587.406250 Penalty: 4103.701660
	Iteration 67Q: 3 clusters Score -475587.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -475600.500000 Penalty: 4103.701660
	Iteration 68Q: 3 clusters Score -475600.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -475615.656250 Penalty: 4103.701660
	Iteration 69Q: 3 clusters Score -475615.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -475624.312500 Penalty: 4103.701660
	Iteration 70Q: 3 clusters Score -475624.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -475630.062500 Penalty: 4103.701660
	Iteration 71Q: 3 clusters Score -475630.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -475634.687500 Penalty: 4103.701660
	Iteration 72Q: 3 clusters Score -475634.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -475636.718750 Penalty: 4103.701660
	Iteration 73Q: 3 clusters Score -475636.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -475639.375000 Penalty: 4103.701660
	Iteration 74Q: 3 clusters Score -475639.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -475642.218750 Penalty: 4103.701660
	Iteration 75Q: 3 clusters Score -475642.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -475644.687500 Penalty: 4103.701660
	Iteration 76Q: 3 clusters Score -475644.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -475644.625000 Penalty: 4103.701660
	Iteration 77Q: 3 clusters Score -475644.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -475645.156250 Penalty: 4103.701660
	Iteration 78Q: 3 clusters Score -475645.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -475646.093750 Penalty: 4103.701660
	Iteration 79Q: 3 clusters Score -475646.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -475646.093750 Penalty: 4103.701660
	Iteration 80F: 3 clusters Score -475646.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Entering Unmasked Estep 
Score: -877165.125000 Penalty: 2194.857422
	Iteration 0F: 2 clusters Score -877165.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -871398.750000 Penalty: 4389.714844
	Iteration 0F: 3 clusters Score -871398.8 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -872869.437500 Penalty: 4389.714844
	Iteration 1F: 3 clusters Score -872869.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -873140.437500 Penalty: 4389.714844
	Iteration 2F: 3 clusters Score -873140.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -873336.625000 Penalty: 4389.714844
	Iteration 3F: 3 clusters Score -873336.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -873521.625000 Penalty: 4389.714844
	Iteration 4Q: 3 clusters Score -873521.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -873668.125000 Penalty: 4389.714844
	Iteration 5Q: 3 clusters Score -873668.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -873781.812500 Penalty: 4389.714844
	Iteration 6Q: 3 clusters Score -873781.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -873876.750000 Penalty: 4389.714844
	Iteration 7Q: 3 clusters Score -873876.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -873970.937500 Penalty: 4389.714844
	Iteration 8Q: 3 clusters Score -873970.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -874060.437500 Penalty: 4389.714844
	Iteration 9Q: 3 clusters Score -874060.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -874147.687500 Penalty: 4389.714844
	Iteration 10Q: 3 clusters Score -874147.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -874242.750000 Penalty: 4389.714844
	Iteration 11Q: 3 clusters Score -874242.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -874340.937500 Penalty: 4389.714844
	Iteration 12Q: 3 clusters Score -874340.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -874446.437500 Penalty: 4389.714844
	Iteration 13Q: 3 clusters Score -874446.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -874553.937500 Penalty: 4389.714844
	Iteration 14Q: 3 clusters Score -874553.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -874655.937500 Penalty: 4389.714844
	Iteration 15Q: 3 clusters Score -874655.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -874729.500000 Penalty: 4389.714844
	Iteration 16Q: 3 clusters Score -874729.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -874785.625000 Penalty: 4389.714844
	Iteration 17Q: 3 clusters Score -874785.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -874823.187500 Penalty: 4389.714844
	Iteration 18Q: 3 clusters Score -874823.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -874849.812500 Penalty: 4389.714844
	Iteration 19Q: 3 clusters Score -874849.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -874870.375000 Penalty: 4389.714844
	Iteration 20F: 3 clusters Score -874870.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -874886.812500 Penalty: 4389.714844
	Iteration 21Q: 3 clusters Score -874886.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -874902.250000 Penalty: 4389.714844
	Iteration 22Q: 3 clusters Score -874902.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -874915.812500 Penalty: 4389.714844
	Iteration 23Q: 3 clusters Score -874915.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -874931.625000 Penalty: 4389.714844
	Iteration 24Q: 3 clusters Score -874931.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -874947.125000 Penalty: 4389.714844
	Iteration 25Q: 3 clusters Score -874947.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -874956.000000 Penalty: 4389.714844
	Iteration 26Q: 3 clusters Score -874956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -874965.687500 Penalty: 4389.714844
	Iteration 27Q: 3 clusters Score -874965.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -874975.500000 Penalty: 4389.714844
	Iteration 28Q: 3 clusters Score -874975.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -874982.750000 Penalty: 4389.714844
	Iteration 29Q: 3 clusters Score -874982.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -874989.750000 Penalty: 4389.714844
	Iteration 30Q: 3 clusters Score -874989.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -874992.437500 Penalty: 4389.714844
	Iteration 31Q: 3 clusters Score -874992.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -874994.562500 Penalty: 4389.714844
	Iteration 32Q: 3 clusters Score -874994.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -874999.562500 Penalty: 4389.714844
	Iteration 33Q: 3 clusters Score -874999.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -874998.625000 Penalty: 4389.714844
	Iteration 34Q: 3 clusters Score -874998.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -874999.625000 Penalty: 4389.714844
	Iteration 35Q: 3 clusters Score -874999.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -874998.812500 Penalty: 4389.714844
	Iteration 36Q: 3 clusters Score -874998.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -875000.125000 Penalty: 4389.714844
	Iteration 37Q: 3 clusters Score -875000.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -875001.000000 Penalty: 4389.714844
	Iteration 38Q: 3 clusters Score -875001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -875001.687500 Penalty: 4389.714844
	Iteration 39Q: 3 clusters Score -875001.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -875002.625000 Penalty: 4389.714844
	Iteration 40F: 3 clusters Score -875002.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -875003.937500 Penalty: 4389.714844
	Iteration 41Q: 3 clusters Score -875003.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -875008.062500 Penalty: 4389.714844
	Iteration 42Q: 3 clusters Score -875008.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -875007.625000 Penalty: 4389.714844
	Iteration 43Q: 3 clusters Score -875007.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -875010.062500 Penalty: 4389.714844
	Iteration 44Q: 3 clusters Score -875010.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -875009.437500 Penalty: 4389.714844
	Iteration 45Q: 3 clusters Score -875009.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -875009.437500 Penalty: 4389.714844
	Iteration 46F: 3 clusters Score -875009.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Entering Unmasked Estep 
Score: -1016384.812500 Penalty: 2247.422607
	Iteration 0F: 2 clusters Score -1016385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1009561.000000 Penalty: 4494.845215
	Iteration 0F: 3 clusters Score -1009561 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1011543.562500 Penalty: 4494.845215
	Iteration 1F: 3 clusters Score -1011544 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1011843.500000 Penalty: 4494.845215
	Iteration 2F: 3 clusters Score -1011844 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1012214.687500 Penalty: 4494.845215
	Iteration 3F: 3 clusters Score -1012215 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1012675.687500 Penalty: 4494.845215
	Iteration 4F: 3 clusters Score -1012676 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1013131.375000 Penalty: 4494.845215
	Iteration 5F: 3 clusters Score -1013131 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1013581.000000 Penalty: 4494.845215
	Iteration 6F: 3 clusters Score -1013581 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1014020.875000 Penalty: 4494.845215
	Iteration 7F: 3 clusters Score -1014021 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1014392.937500 Penalty: 4494.845215
	Iteration 8F: 3 clusters Score -1014393 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1014664.125000 Penalty: 4494.845215
	Iteration 9Q: 3 clusters Score -1014664 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1014835.312500 Penalty: 4494.845215
	Iteration 10Q: 3 clusters Score -1014835 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1014942.875000 Penalty: 4494.845215
	Iteration 11Q: 3 clusters Score -1014943 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1015004.812500 Penalty: 4494.845215
	Iteration 12Q: 3 clusters Score -1015005 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1015040.312500 Penalty: 4494.845215
	Iteration 13Q: 3 clusters Score -1015040 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1015059.875000 Penalty: 4494.845215
	Iteration 14Q: 3 clusters Score -1015060 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1015074.687500 Penalty: 4494.845215
	Iteration 15Q: 3 clusters Score -1015075 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1015091.000000 Penalty: 4494.845215
	Iteration 16Q: 3 clusters Score -1015091 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1015105.312500 Penalty: 4494.845215
	Iteration 17Q: 3 clusters Score -1015105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1015116.375000 Penalty: 4494.845215
	Iteration 18Q: 3 clusters Score -1015116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1015127.625000 Penalty: 4494.845215
	Iteration 19Q: 3 clusters Score -1015128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1015135.062500 Penalty: 4494.845215
	Iteration 20F: 3 clusters Score -1015135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1015140.062500 Penalty: 4494.845215
	Iteration 21Q: 3 clusters Score -1015140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1015145.187500 Penalty: 4494.845215
	Iteration 22Q: 3 clusters Score -1015145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1015149.625000 Penalty: 4494.845215
	Iteration 23Q: 3 clusters Score -1015150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1015154.750000 Penalty: 4494.845215
	Iteration 24Q: 3 clusters Score -1015155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1015155.687500 Penalty: 4494.845215
	Iteration 25Q: 3 clusters Score -1015156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1015161.437500 Penalty: 4494.845215
	Iteration 26Q: 3 clusters Score -1015161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1015168.062500 Penalty: 4494.845215
	Iteration 27Q: 3 clusters Score -1015168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1015172.500000 Penalty: 4494.845215
	Iteration 28Q: 3 clusters Score -1015172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1015174.562500 Penalty: 4494.845215
	Iteration 29Q: 3 clusters Score -1015175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1015176.500000 Penalty: 4494.845215
	Iteration 30Q: 3 clusters Score -1015176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1015174.875000 Penalty: 4494.845215
	Iteration 31Q: 3 clusters Score -1015175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1015176.500000 Penalty: 4494.845215
	Iteration 32Q: 3 clusters Score -1015176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1015181.687500 Penalty: 4494.845215
	Iteration 33Q: 3 clusters Score -1015182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1015187.250000 Penalty: 4494.845215
	Iteration 34Q: 3 clusters Score -1015187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1015190.250000 Penalty: 4494.845215
	Iteration 35Q: 3 clusters Score -1015190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1015196.250000 Penalty: 4494.845215
	Iteration 36Q: 3 clusters Score -1015196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1015199.437500 Penalty: 4494.845215
	Iteration 37Q: 3 clusters Score -1015199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1015203.187500 Penalty: 4494.845215
	Iteration 38Q: 3 clusters Score -1015203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1015204.562500 Penalty: 4494.845215
	Iteration 39Q: 3 clusters Score -1015205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1015207.687500 Penalty: 4494.845215
	Iteration 40F: 3 clusters Score -1015208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1015209.625000 Penalty: 4494.845215
	Iteration 41Q: 3 clusters Score -1015210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1015212.875000 Penalty: 4494.845215
	Iteration 42Q: 3 clusters Score -1015213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1015214.437500 Penalty: 4494.845215
	Iteration 43Q: 3 clusters Score -1015214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1015213.625000 Penalty: 4494.845215
	Iteration 44Q: 3 clusters Score -1015214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1015214.500000 Penalty: 4494.845215
	Iteration 45Q: 3 clusters Score -1015214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1015214.562500 Penalty: 4494.845215
	Iteration 46Q: 3 clusters Score -1015215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1015214.562500 Penalty: 4494.845215
	Iteration 47Q: 3 clusters Score -1015215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1015218.375000 Penalty: 4494.845215
	Iteration 48Q: 3 clusters Score -1015218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1015219.375000 Penalty: 4494.845215
	Iteration 49Q: 3 clusters Score -1015219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1015218.062500 Penalty: 4494.845215
	Iteration 50Q: 3 clusters Score -1015218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1015220.875000 Penalty: 4494.845215
	Iteration 51Q: 3 clusters Score -1015221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1015220.500000 Penalty: 4494.845215
	Iteration 52Q: 3 clusters Score -1015220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1015220.500000 Penalty: 4494.845215
	Iteration 53F: 3 clusters Score -1015220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Entering Unmasked Estep 
Score: -88275.750000 Penalty: 1662.390625
	Iteration 0F: 2 clusters Score -88275.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -86584.171875 Penalty: 3324.781250
	Iteration 0F: 3 clusters Score -86584.17 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -87226.492188 Penalty: 3324.781250
	Iteration 1F: 3 clusters Score -87226.49 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -87661.625000 Penalty: 3324.781250
	Iteration 2F: 3 clusters Score -87661.62 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -87886.968750 Penalty: 3324.781250
	Iteration 3F: 3 clusters Score -87886.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -88034.000000 Penalty: 3324.781250
	Iteration 4Q: 3 clusters Score -88034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -88146.664062 Penalty: 3324.781250
	Iteration 5Q: 3 clusters Score -88146.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -88230.078125 Penalty: 3324.781250
	Iteration 6Q: 3 clusters Score -88230.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -88280.210938 Penalty: 3324.781250
	Iteration 7Q: 3 clusters Score -88280.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -88317.132812 Penalty: 3324.781250
	Iteration 8Q: 3 clusters Score -88317.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -88337.757812 Penalty: 3324.781250
	Iteration 9Q: 3 clusters Score -88337.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -88347.968750 Penalty: 3324.781250
	Iteration 10Q: 3 clusters Score -88347.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -88349.859375 Penalty: 3324.781250
	Iteration 11Q: 3 clusters Score -88349.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -88351.187500 Penalty: 3324.781250
	Iteration 12F: 3 clusters Score -88351.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -88360.070312 Penalty: 3324.781250
	Iteration 13Q: 3 clusters Score -88360.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -88360.968750 Penalty: 3324.781250
	Iteration 14Q: 3 clusters Score -88360.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -88360.968750 Penalty: 3324.781250
	Iteration 15F: 3 clusters Score -88360.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 292523 members 
Mstep: Class 2 contains 56269 members 
Mstep: Class 3 contains 18743 members 
Mstep: Class 4 contains 279417 members 
Mstep: Class 5 contains 9898 members 
Mstep: Class 6 contains 22143 members 
Mstep: Class 7 contains 8635 members 
Mstep: Class 8 contains 107205 members 
Mstep: Class 9 contains 31878 members 
Mstep: Class 10 contains 76778 members 
Mstep: Class 11 contains 21221 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22334 members 
Mstep: Class 14 contains 25067 members 
Mstep: Class 15 contains 158474 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13275 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14420 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3919 members 
Mstep: Class 23 contains 6976 members 
Mstep: Class 24 contains 8623 members 
Mstep: Class 25 contains 268 members 
Mstep: Class 26 contains 84076 members 
Mstep: Class 27 contains 385 members 
Mstep: Class 28 contains 547 members 
Entering Unmasked Estep 
Score: -154619152.000000 Penalty: 97617.203125
Splitting cluster 25 changes total score from -154620496.000000 to -154619152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (84076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84076 members 
Entering Unmasked Estep 
Score: -10616414.000000 Penalty: 2812.190186
	Iteration 0F: 2 clusters Score -1.061641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -10560130.000000 Penalty: 5624.380371
	Iteration 0F: 3 clusters Score -1.056013e+07 nChanged 39517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -10582567.000000 Penalty: 5624.380371
	Iteration 1F: 3 clusters Score -1.058257e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -10583111.000000 Penalty: 5624.380371
	Iteration 2Q: 3 clusters Score -1.058311e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -10583803.000000 Penalty: 5624.380371
	Iteration 3Q: 3 clusters Score -1.05838e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -10584721.000000 Penalty: 5624.380371
	Iteration 4Q: 3 clusters Score -1.058472e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -10586066.000000 Penalty: 5624.380371
	Iteration 5Q: 3 clusters Score -1.058607e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -10588258.000000 Penalty: 5624.380371
	Iteration 6F: 3 clusters Score -1.058826e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -10591878.000000 Penalty: 5624.380371
	Iteration 7F: 3 clusters Score -1.059188e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 66791 members 
Entering Unmasked Estep 
Score: -10597292.000000 Penalty: 5624.380371
	Iteration 8F: 3 clusters Score -1.059729e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 73675 members 
Entering Unmasked Estep 
Score: -10603825.000000 Penalty: 5624.380371
	Iteration 9F: 3 clusters Score -1.060382e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 79063 members 
Entering Unmasked Estep 
Score: -10609237.000000 Penalty: 5624.380371
	Iteration 10F: 3 clusters Score -1.060924e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 82108 members 
Entering Unmasked Estep 
Score: -10612199.000000 Penalty: 5624.380371
	Iteration 11Q: 3 clusters Score -1.06122e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 83268 members 
Entering Unmasked Estep 
Score: -10613236.000000 Penalty: 5624.380371
	Iteration 12Q: 3 clusters Score -1.061324e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 83639 members 
Entering Unmasked Estep 
Score: -10613593.000000 Penalty: 5624.380371
	Iteration 13Q: 3 clusters Score -1.061359e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 83762 members 
Entering Unmasked Estep 
Score: -10613745.000000 Penalty: 5624.380371
	Iteration 14Q: 3 clusters Score -1.061374e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 83816 members 
Entering Unmasked Estep 
Score: -10613811.000000 Penalty: 5624.380371
	Iteration 15Q: 3 clusters Score -1.061381e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 83838 members 
Entering Unmasked Estep 
Score: -10613853.000000 Penalty: 5624.380371
	Iteration 16Q: 3 clusters Score -1.061385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 83848 members 
Entering Unmasked Estep 
Score: -10613884.000000 Penalty: 5624.380371
	Iteration 17Q: 3 clusters Score -1.061388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 83853 members 
Entering Unmasked Estep 
Score: -10613904.000000 Penalty: 5624.380371
	Iteration 18Q: 3 clusters Score -1.06139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 83856 members 
Entering Unmasked Estep 
Score: -10613908.000000 Penalty: 5624.380371
	Iteration 19Q: 3 clusters Score -1.061391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 83858 members 
Entering Unmasked Estep 
Score: -10613924.000000 Penalty: 5624.380371
	Iteration 20F: 3 clusters Score -1.061392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 83856 members 
Entering Unmasked Estep 
Score: -10613920.000000 Penalty: 5624.380371
	Iteration 21Q: 3 clusters Score -1.061392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 83854 members 
Entering Unmasked Estep 
Score: -10613922.000000 Penalty: 5624.380371
	Iteration 22Q: 3 clusters Score -1.061392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 83855 members 
Entering Unmasked Estep 
Score: -10613928.000000 Penalty: 5624.380371
	Iteration 23Q: 3 clusters Score -1.061393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 83855 members 
Entering Unmasked Estep 
Score: -10613927.000000 Penalty: 5624.380371
	Iteration 24Q: 3 clusters Score -1.061393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 83853 members 
Entering Unmasked Estep 
Score: -10613922.000000 Penalty: 5624.380371
	Iteration 25Q: 3 clusters Score -1.061392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 83853 members 
Entering Unmasked Estep 
Score: -10613922.000000 Penalty: 5624.380371
	Iteration 26F: 3 clusters Score -1.061392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -38475.421875 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -38475.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37173.312500 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -37173.31 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37401.289062 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -37401.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -37503.285156 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -37503.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -37578.156250 Penalty: 2952.808594
	Iteration 3Q: 3 clusters Score -37578.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -37606.312500 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -37606.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -37620.390625 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -37620.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -37620.390625 Penalty: 2952.808594
	Iteration 6F: 3 clusters Score -37620.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 292523 members 
Mstep: Class 2 contains 56269 members 
Mstep: Class 3 contains 18743 members 
Mstep: Class 4 contains 279417 members 
Mstep: Class 5 contains 9898 members 
Mstep: Class 6 contains 22143 members 
Mstep: Class 7 contains 8635 members 
Mstep: Class 8 contains 107205 members 
Mstep: Class 9 contains 31878 members 
Mstep: Class 10 contains 76778 members 
Mstep: Class 11 contains 21221 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22334 members 
Mstep: Class 14 contains 25067 members 
Mstep: Class 15 contains 158474 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13275 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14420 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3919 members 
Mstep: Class 23 contains 6976 members 
Mstep: Class 24 contains 8623 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84076 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620928.000000 Penalty: 94130.875000
Iteration 359Q: 28 clusters Score -1.546209e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 292435 members 
Mstep: Class 2 contains 56276 members 
Mstep: Class 3 contains 18743 members 
Mstep: Class 4 contains 279354 members 
Mstep: Class 5 contains 9897 members 
Mstep: Class 6 contains 22145 members 
Mstep: Class 7 contains 8635 members 
Mstep: Class 8 contains 107196 members 
Mstep: Class 9 contains 31874 members 
Mstep: Class 10 contains 76775 members 
Mstep: Class 11 contains 21206 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22333 members 
Mstep: Class 14 contains 25065 members 
Mstep: Class 15 contains 158623 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13261 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 14416 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3919 members 
Mstep: Class 23 contains 6983 members 
Mstep: Class 24 contains 8623 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84115 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620960.000000 Penalty: 94130.875000
Iteration 360F: 28 clusters Score -1.54621e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 292325 members 
Mstep: Class 2 contains 56284 members 
Mstep: Class 3 contains 18737 members 
Mstep: Class 4 contains 279316 members 
Mstep: Class 5 contains 9897 members 
Mstep: Class 6 contains 22148 members 
Mstep: Class 7 contains 8635 members 
Mstep: Class 8 contains 107181 members 
Mstep: Class 9 contains 31870 members 
Mstep: Class 10 contains 76779 members 
Mstep: Class 11 contains 21210 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 22331 members 
Mstep: Class 14 contains 25064 members 
Mstep: Class 15 contains 158769 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13240 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14409 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3919 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 8622 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84137 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621008.000000 Penalty: 94130.875000
Iteration 361Q: 28 clusters Score -1.54621e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 292202 members 
Mstep: Class 2 contains 56292 members 
Mstep: Class 3 contains 18727 members 
Mstep: Class 4 contains 279290 members 
Mstep: Class 5 contains 9897 members 
Mstep: Class 6 contains 22154 members 
Mstep: Class 7 contains 8635 members 
Mstep: Class 8 contains 107172 members 
Mstep: Class 9 contains 31871 members 
Mstep: Class 10 contains 76779 members 
Mstep: Class 11 contains 21199 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 22331 members 
Mstep: Class 14 contains 25063 members 
Mstep: Class 15 contains 158905 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13227 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14405 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3919 members 
Mstep: Class 23 contains 7025 members 
Mstep: Class 24 contains 8622 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84161 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620832.000000 Penalty: 94130.875000
Iteration 362Q: 28 clusters Score -1.546208e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 292116 members 
Mstep: Class 2 contains 56304 members 
Mstep: Class 3 contains 18718 members 
Mstep: Class 4 contains 279244 members 
Mstep: Class 5 contains 9897 members 
Mstep: Class 6 contains 22155 members 
Mstep: Class 7 contains 8635 members 
Mstep: Class 8 contains 107159 members 
Mstep: Class 9 contains 31870 members 
Mstep: Class 10 contains 76782 members 
Mstep: Class 11 contains 21199 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 22330 members 
Mstep: Class 14 contains 25066 members 
Mstep: Class 15 contains 159038 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13197 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14402 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3919 members 
Mstep: Class 23 contains 7044 members 
Mstep: Class 24 contains 8622 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84179 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154620720.000000 Penalty: 94130.875000
Iteration 363Q: 28 clusters Score -1.546207e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 292033 members 
Mstep: Class 2 contains 56308 members 
Mstep: Class 3 contains 18712 members 
Mstep: Class 4 contains 279195 members 
Mstep: Class 5 contains 9899 members 
Mstep: Class 6 contains 22152 members 
Mstep: Class 7 contains 8636 members 
Mstep: Class 8 contains 107161 members 
Mstep: Class 9 contains 31873 members 
Mstep: Class 10 contains 76785 members 
Mstep: Class 11 contains 21204 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 22330 members 
Mstep: Class 14 contains 25064 members 
Mstep: Class 15 contains 159147 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13180 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14401 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3919 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 8621 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84192 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621008.000000 Penalty: 94130.875000
Iteration 364Q: 28 clusters Score -1.54621e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 291969 members 
Mstep: Class 2 contains 56298 members 
Mstep: Class 3 contains 18716 members 
Mstep: Class 4 contains 279150 members 
Mstep: Class 5 contains 9898 members 
Mstep: Class 6 contains 22151 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 107147 members 
Mstep: Class 9 contains 31871 members 
Mstep: Class 10 contains 76792 members 
Mstep: Class 11 contains 21205 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 22330 members 
Mstep: Class 14 contains 25064 members 
Mstep: Class 15 contains 159252 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13151 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3626 members 
Mstep: Class 20 contains 14400 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3920 members 
Mstep: Class 23 contains 7102 members 
Mstep: Class 24 contains 8621 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84199 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621216.000000 Penalty: 94130.875000
Iteration 365Q: 28 clusters Score -1.546212e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 291893 members 
Mstep: Class 2 contains 56295 members 
Mstep: Class 3 contains 18701 members 
Mstep: Class 4 contains 279116 members 
Mstep: Class 5 contains 9897 members 
Mstep: Class 6 contains 22148 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 107140 members 
Mstep: Class 9 contains 31875 members 
Mstep: Class 10 contains 76805 members 
Mstep: Class 11 contains 21208 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 22329 members 
Mstep: Class 14 contains 25067 members 
Mstep: Class 15 contains 159347 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13127 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3627 members 
Mstep: Class 20 contains 14393 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3920 members 
Mstep: Class 23 contains 7152 members 
Mstep: Class 24 contains 8621 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84202 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621008.000000 Penalty: 94130.875000
Iteration 366Q: 28 clusters Score -1.54621e+08 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 291826 members 
Mstep: Class 2 contains 56282 members 
Mstep: Class 3 contains 18687 members 
Mstep: Class 4 contains 279093 members 
Mstep: Class 5 contains 9900 members 
Mstep: Class 6 contains 22146 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 107148 members 
Mstep: Class 9 contains 31876 members 
Mstep: Class 10 contains 76812 members 
Mstep: Class 11 contains 21208 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 22329 members 
Mstep: Class 14 contains 25067 members 
Mstep: Class 15 contains 159415 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13103 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3627 members 
Mstep: Class 20 contains 14394 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3920 members 
Mstep: Class 23 contains 7206 members 
Mstep: Class 24 contains 8621 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84202 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621104.000000 Penalty: 94130.875000
Iteration 367Q: 28 clusters Score -1.546211e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 291766 members 
Mstep: Class 2 contains 56269 members 
Mstep: Class 3 contains 18688 members 
Mstep: Class 4 contains 279078 members 
Mstep: Class 5 contains 9902 members 
Mstep: Class 6 contains 22146 members 
Mstep: Class 7 contains 8638 members 
Mstep: Class 8 contains 107141 members 
Mstep: Class 9 contains 31876 members 
Mstep: Class 10 contains 76816 members 
Mstep: Class 11 contains 21205 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 22328 members 
Mstep: Class 14 contains 25068 members 
Mstep: Class 15 contains 159497 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13057 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3627 members 
Mstep: Class 20 contains 14395 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3920 members 
Mstep: Class 23 contains 7276 members 
Mstep: Class 24 contains 8620 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84186 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621344.000000 Penalty: 94130.875000
Iteration 368Q: 28 clusters Score -1.546213e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 291704 members 
Mstep: Class 2 contains 56268 members 
Mstep: Class 3 contains 18684 members 
Mstep: Class 4 contains 279051 members 
Mstep: Class 5 contains 9904 members 
Mstep: Class 6 contains 22143 members 
Mstep: Class 7 contains 8639 members 
Mstep: Class 8 contains 107144 members 
Mstep: Class 9 contains 31874 members 
Mstep: Class 10 contains 76821 members 
Mstep: Class 11 contains 21207 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 22324 members 
Mstep: Class 14 contains 25068 members 
Mstep: Class 15 contains 159565 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 13022 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3627 members 
Mstep: Class 20 contains 14397 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 7334 members 
Mstep: Class 24 contains 8620 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84181 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621472.000000 Penalty: 94130.875000
Iteration 369Q: 28 clusters Score -1.546215e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 291655 members 
Mstep: Class 2 contains 56270 members 
Mstep: Class 3 contains 18652 members 
Mstep: Class 4 contains 279027 members 
Mstep: Class 5 contains 9901 members 
Mstep: Class 6 contains 22142 members 
Mstep: Class 7 contains 8639 members 
Mstep: Class 8 contains 107142 members 
Mstep: Class 9 contains 31874 members 
Mstep: Class 10 contains 76817 members 
Mstep: Class 11 contains 21196 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 22323 members 
Mstep: Class 14 contains 25067 members 
Mstep: Class 15 contains 159660 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12977 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3628 members 
Mstep: Class 20 contains 14398 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 7413 members 
Mstep: Class 24 contains 8620 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84179 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621488.000000 Penalty: 94130.875000
Iteration 370Q: 28 clusters Score -1.546215e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 291623 members 
Mstep: Class 2 contains 56282 members 
Mstep: Class 3 contains 18628 members 
Mstep: Class 4 contains 278982 members 
Mstep: Class 5 contains 9902 members 
Mstep: Class 6 contains 22141 members 
Mstep: Class 7 contains 8639 members 
Mstep: Class 8 contains 107121 members 
Mstep: Class 9 contains 31873 members 
Mstep: Class 10 contains 76807 members 
Mstep: Class 11 contains 21190 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 22320 members 
Mstep: Class 14 contains 25067 members 
Mstep: Class 15 contains 159767 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12925 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3628 members 
Mstep: Class 20 contains 14396 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 8620 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84163 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621328.000000 Penalty: 94130.875000
Iteration 371Q: 28 clusters Score -1.546213e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 291609 members 
Mstep: Class 2 contains 56299 members 
Mstep: Class 3 contains 18596 members 
Mstep: Class 4 contains 278928 members 
Mstep: Class 5 contains 9902 members 
Mstep: Class 6 contains 22138 members 
Mstep: Class 7 contains 8639 members 
Mstep: Class 8 contains 107107 members 
Mstep: Class 9 contains 31874 members 
Mstep: Class 10 contains 76804 members 
Mstep: Class 11 contains 21186 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 22317 members 
Mstep: Class 14 contains 25066 members 
Mstep: Class 15 contains 159849 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12872 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3628 members 
Mstep: Class 20 contains 14394 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 7606 members 
Mstep: Class 24 contains 8620 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84144 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621440.000000 Penalty: 94130.875000
Iteration 372Q: 28 clusters Score -1.546214e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 291562 members 
Mstep: Class 2 contains 56312 members 
Mstep: Class 3 contains 18568 members 
Mstep: Class 4 contains 278881 members 
Mstep: Class 5 contains 9901 members 
Mstep: Class 6 contains 22138 members 
Mstep: Class 7 contains 8639 members 
Mstep: Class 8 contains 107075 members 
Mstep: Class 9 contains 31874 members 
Mstep: Class 10 contains 76794 members 
Mstep: Class 11 contains 21184 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 22315 members 
Mstep: Class 14 contains 25064 members 
Mstep: Class 15 contains 159976 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12809 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 3630 members 
Mstep: Class 20 contains 14390 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 7698 members 
Mstep: Class 24 contains 8619 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84149 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621792.000000 Penalty: 94130.875000
Iteration 373Q: 28 clusters Score -1.546218e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 291516 members 
Mstep: Class 2 contains 56308 members 
Mstep: Class 3 contains 18549 members 
Mstep: Class 4 contains 278799 members 
Mstep: Class 5 contains 9902 members 
Mstep: Class 6 contains 22139 members 
Mstep: Class 7 contains 8640 members 
Mstep: Class 8 contains 107054 members 
Mstep: Class 9 contains 31875 members 
Mstep: Class 10 contains 76801 members 
Mstep: Class 11 contains 21183 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 22313 members 
Mstep: Class 14 contains 25062 members 
Mstep: Class 15 contains 160099 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12750 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3632 members 
Mstep: Class 20 contains 14388 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 7796 members 
Mstep: Class 24 contains 8618 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84153 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621824.000000 Penalty: 94130.875000
Iteration 374Q: 28 clusters Score -1.546218e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 291457 members 
Mstep: Class 2 contains 56309 members 
Mstep: Class 3 contains 18519 members 
Mstep: Class 4 contains 278673 members 
Mstep: Class 5 contains 9905 members 
Mstep: Class 6 contains 22136 members 
Mstep: Class 7 contains 8640 members 
Mstep: Class 8 contains 107050 members 
Mstep: Class 9 contains 31875 members 
Mstep: Class 10 contains 76799 members 
Mstep: Class 11 contains 21189 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 22311 members 
Mstep: Class 14 contains 25063 members 
Mstep: Class 15 contains 160222 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12679 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3630 members 
Mstep: Class 20 contains 14390 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 7924 members 
Mstep: Class 24 contains 8616 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84191 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621920.000000 Penalty: 94130.875000
Iteration 375Q: 28 clusters Score -1.546219e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 291404 members 
Mstep: Class 2 contains 56309 members 
Mstep: Class 3 contains 18492 members 
Mstep: Class 4 contains 278595 members 
Mstep: Class 5 contains 9907 members 
Mstep: Class 6 contains 22135 members 
Mstep: Class 7 contains 8640 members 
Mstep: Class 8 contains 107030 members 
Mstep: Class 9 contains 31873 members 
Mstep: Class 10 contains 76791 members 
Mstep: Class 11 contains 21179 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22311 members 
Mstep: Class 14 contains 25066 members 
Mstep: Class 15 contains 160320 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12617 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3632 members 
Mstep: Class 20 contains 14382 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 8063 members 
Mstep: Class 24 contains 8615 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84219 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622128.000000 Penalty: 94130.875000
Iteration 376Q: 28 clusters Score -1.546221e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 291346 members 
Mstep: Class 2 contains 56312 members 
Mstep: Class 3 contains 18474 members 
Mstep: Class 4 contains 278497 members 
Mstep: Class 5 contains 9908 members 
Mstep: Class 6 contains 22138 members 
Mstep: Class 7 contains 8640 members 
Mstep: Class 8 contains 107032 members 
Mstep: Class 9 contains 31873 members 
Mstep: Class 10 contains 76785 members 
Mstep: Class 11 contains 21168 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 22311 members 
Mstep: Class 14 contains 25065 members 
Mstep: Class 15 contains 160427 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12582 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3633 members 
Mstep: Class 20 contains 14377 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 8170 members 
Mstep: Class 24 contains 8614 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84230 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622144.000000 Penalty: 94130.875000
Iteration 377Q: 28 clusters Score -1.546221e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 291318 members 
Mstep: Class 2 contains 56302 members 
Mstep: Class 3 contains 18455 members 
Mstep: Class 4 contains 278398 members 
Mstep: Class 5 contains 9909 members 
Mstep: Class 6 contains 22131 members 
Mstep: Class 7 contains 8640 members 
Mstep: Class 8 contains 107005 members 
Mstep: Class 9 contains 31877 members 
Mstep: Class 10 contains 76776 members 
Mstep: Class 11 contains 21156 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 22309 members 
Mstep: Class 14 contains 25064 members 
Mstep: Class 15 contains 160547 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12563 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3633 members 
Mstep: Class 20 contains 14373 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 8288 members 
Mstep: Class 24 contains 8614 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84225 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622144.000000 Penalty: 94130.875000
Iteration 378Q: 28 clusters Score -1.546221e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 291309 members 
Mstep: Class 2 contains 56290 members 
Mstep: Class 3 contains 18440 members 
Mstep: Class 4 contains 278279 members 
Mstep: Class 5 contains 9912 members 
Mstep: Class 6 contains 22127 members 
Mstep: Class 7 contains 8640 members 
Mstep: Class 8 contains 106974 members 
Mstep: Class 9 contains 31877 members 
Mstep: Class 10 contains 76764 members 
Mstep: Class 11 contains 21147 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 22305 members 
Mstep: Class 14 contains 25066 members 
Mstep: Class 15 contains 160666 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12546 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3631 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 8409 members 
Mstep: Class 24 contains 8613 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84218 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622416.000000 Penalty: 94130.875000
Iteration 379Q: 28 clusters Score -1.546224e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 291295 members 
Mstep: Class 2 contains 56271 members 
Mstep: Class 3 contains 18429 members 
Mstep: Class 4 contains 278153 members 
Mstep: Class 5 contains 9914 members 
Mstep: Class 6 contains 22127 members 
Mstep: Class 7 contains 8640 members 
Mstep: Class 8 contains 106923 members 
Mstep: Class 9 contains 31880 members 
Mstep: Class 10 contains 76758 members 
Mstep: Class 11 contains 21138 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 22304 members 
Mstep: Class 14 contains 25067 members 
Mstep: Class 15 contains 160825 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12536 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3631 members 
Mstep: Class 20 contains 14370 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 8496 members 
Mstep: Class 24 contains 8611 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84213 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622352.000000 Penalty: 94130.875000
Iteration 380F: 28 clusters Score -1.546224e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 291317 members 
Mstep: Class 2 contains 56253 members 
Mstep: Class 3 contains 18424 members 
Mstep: Class 4 contains 277997 members 
Mstep: Class 5 contains 9912 members 
Mstep: Class 6 contains 22131 members 
Mstep: Class 7 contains 8640 members 
Mstep: Class 8 contains 106868 members 
Mstep: Class 9 contains 31881 members 
Mstep: Class 10 contains 76750 members 
Mstep: Class 11 contains 21125 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 22302 members 
Mstep: Class 14 contains 25068 members 
Mstep: Class 15 contains 160944 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12489 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3630 members 
Mstep: Class 20 contains 14366 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 8693 members 
Mstep: Class 24 contains 8608 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84182 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622304.000000 Penalty: 94130.875000
Iteration 381Q: 28 clusters Score -1.546223e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 291320 members 
Mstep: Class 2 contains 56244 members 
Mstep: Class 3 contains 18416 members 
Mstep: Class 4 contains 277898 members 
Mstep: Class 5 contains 9911 members 
Mstep: Class 6 contains 22135 members 
Mstep: Class 7 contains 8640 members 
Mstep: Class 8 contains 106814 members 
Mstep: Class 9 contains 31882 members 
Mstep: Class 10 contains 76745 members 
Mstep: Class 11 contains 21100 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 22304 members 
Mstep: Class 14 contains 25065 members 
Mstep: Class 15 contains 161046 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12423 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3629 members 
Mstep: Class 20 contains 14365 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 8872 members 
Mstep: Class 24 contains 8608 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84162 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622368.000000 Penalty: 94130.875000
Iteration 382Q: 28 clusters Score -1.546224e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 291262 members 
Mstep: Class 2 contains 56237 members 
Mstep: Class 3 contains 18415 members 
Mstep: Class 4 contains 277820 members 
Mstep: Class 5 contains 9912 members 
Mstep: Class 6 contains 22140 members 
Mstep: Class 7 contains 8641 members 
Mstep: Class 8 contains 106767 members 
Mstep: Class 9 contains 31876 members 
Mstep: Class 10 contains 76742 members 
Mstep: Class 11 contains 21089 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 22300 members 
Mstep: Class 14 contains 25065 members 
Mstep: Class 15 contains 161179 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12363 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3628 members 
Mstep: Class 20 contains 14357 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9051 members 
Mstep: Class 24 contains 8608 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84128 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622624.000000 Penalty: 94130.875000
Iteration 383Q: 28 clusters Score -1.546226e+08 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 291212 members 
Mstep: Class 2 contains 56229 members 
Mstep: Class 3 contains 18399 members 
Mstep: Class 4 contains 277746 members 
Mstep: Class 5 contains 9909 members 
Mstep: Class 6 contains 22139 members 
Mstep: Class 7 contains 8640 members 
Mstep: Class 8 contains 106708 members 
Mstep: Class 9 contains 31879 members 
Mstep: Class 10 contains 76734 members 
Mstep: Class 11 contains 21082 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 22298 members 
Mstep: Class 14 contains 25064 members 
Mstep: Class 15 contains 161335 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12305 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3627 members 
Mstep: Class 20 contains 14358 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9213 members 
Mstep: Class 24 contains 8609 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84093 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154622752.000000 Penalty: 94130.875000
Iteration 384Q: 28 clusters Score -1.546228e+08 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 291159 members 
Mstep: Class 2 contains 56221 members 
Mstep: Class 3 contains 18396 members 
Mstep: Class 4 contains 277672 members 
Mstep: Class 5 contains 9908 members 
Mstep: Class 6 contains 22134 members 
Mstep: Class 7 contains 8641 members 
Mstep: Class 8 contains 106652 members 
Mstep: Class 9 contains 31885 members 
Mstep: Class 10 contains 76739 members 
Mstep: Class 11 contains 21075 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 22298 members 
Mstep: Class 14 contains 25064 members 
Mstep: Class 15 contains 161473 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12252 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 14354 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9386 members 
Mstep: Class 24 contains 8607 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84040 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154623024.000000 Penalty: 94130.875000
Iteration 385Q: 28 clusters Score -1.54623e+08 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 291058 members 
Mstep: Class 2 contains 56208 members 
Mstep: Class 3 contains 18406 members 
Mstep: Class 4 contains 277637 members 
Mstep: Class 5 contains 9908 members 
Mstep: Class 6 contains 22133 members 
Mstep: Class 7 contains 8641 members 
Mstep: Class 8 contains 106623 members 
Mstep: Class 9 contains 31889 members 
Mstep: Class 10 contains 76739 members 
Mstep: Class 11 contains 21065 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 22297 members 
Mstep: Class 14 contains 25067 members 
Mstep: Class 15 contains 161603 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12175 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 14353 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9527 members 
Mstep: Class 24 contains 8606 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84021 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154623392.000000 Penalty: 94130.875000
Iteration 386Q: 28 clusters Score -1.546234e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 290939 members 
Mstep: Class 2 contains 56206 members 
Mstep: Class 3 contains 18405 members 
Mstep: Class 4 contains 277588 members 
Mstep: Class 5 contains 9905 members 
Mstep: Class 6 contains 22133 members 
Mstep: Class 7 contains 8641 members 
Mstep: Class 8 contains 106576 members 
Mstep: Class 9 contains 31886 members 
Mstep: Class 10 contains 76745 members 
Mstep: Class 11 contains 21058 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 22294 members 
Mstep: Class 14 contains 25064 members 
Mstep: Class 15 contains 161750 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12147 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3626 members 
Mstep: Class 20 contains 14354 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9656 members 
Mstep: Class 24 contains 8605 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84001 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154623424.000000 Penalty: 94130.875000
Iteration 387Q: 28 clusters Score -1.546234e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 290821 members 
Mstep: Class 2 contains 56198 members 
Mstep: Class 3 contains 18399 members 
Mstep: Class 4 contains 277532 members 
Mstep: Class 5 contains 9903 members 
Mstep: Class 6 contains 22136 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 106558 members 
Mstep: Class 9 contains 31889 members 
Mstep: Class 10 contains 76743 members 
Mstep: Class 11 contains 21045 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22291 members 
Mstep: Class 14 contains 25058 members 
Mstep: Class 15 contains 161862 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12125 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 14353 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9799 members 
Mstep: Class 24 contains 8604 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83994 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154623728.000000 Penalty: 94130.875000
Iteration 388Q: 28 clusters Score -1.546237e+08 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 290702 members 
Mstep: Class 2 contains 56203 members 
Mstep: Class 3 contains 18401 members 
Mstep: Class 4 contains 277480 members 
Mstep: Class 5 contains 9907 members 
Mstep: Class 6 contains 22141 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 106548 members 
Mstep: Class 9 contains 31882 members 
Mstep: Class 10 contains 76751 members 
Mstep: Class 11 contains 21036 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 22292 members 
Mstep: Class 14 contains 25054 members 
Mstep: Class 15 contains 161958 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12077 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3626 members 
Mstep: Class 20 contains 14357 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 9949 members 
Mstep: Class 24 contains 8601 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83970 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154623552.000000 Penalty: 94130.875000
Iteration 389Q: 28 clusters Score -1.546236e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 290642 members 
Mstep: Class 2 contains 56205 members 
Mstep: Class 3 contains 18400 members 
Mstep: Class 4 contains 277390 members 
Mstep: Class 5 contains 9906 members 
Mstep: Class 6 contains 22139 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 106502 members 
Mstep: Class 9 contains 31889 members 
Mstep: Class 10 contains 76757 members 
Mstep: Class 11 contains 21021 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 22291 members 
Mstep: Class 14 contains 25055 members 
Mstep: Class 15 contains 162062 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12059 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3626 members 
Mstep: Class 20 contains 14358 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10086 members 
Mstep: Class 24 contains 8600 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83947 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154623744.000000 Penalty: 94130.875000
Iteration 390Q: 28 clusters Score -1.546237e+08 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 290570 members 
Mstep: Class 2 contains 56211 members 
Mstep: Class 3 contains 18402 members 
Mstep: Class 4 contains 277329 members 
Mstep: Class 5 contains 9907 members 
Mstep: Class 6 contains 22139 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 106469 members 
Mstep: Class 9 contains 31893 members 
Mstep: Class 10 contains 76765 members 
Mstep: Class 11 contains 20999 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 22290 members 
Mstep: Class 14 contains 25051 members 
Mstep: Class 15 contains 162162 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12044 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3627 members 
Mstep: Class 20 contains 14357 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10188 members 
Mstep: Class 24 contains 8599 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83933 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154623792.000000 Penalty: 94130.875000
Iteration 391Q: 28 clusters Score -1.546238e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 290456 members 
Mstep: Class 2 contains 56211 members 
Mstep: Class 3 contains 18409 members 
Mstep: Class 4 contains 277262 members 
Mstep: Class 5 contains 9902 members 
Mstep: Class 6 contains 22138 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 106452 members 
Mstep: Class 9 contains 31899 members 
Mstep: Class 10 contains 76777 members 
Mstep: Class 11 contains 20990 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 22290 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 162269 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12032 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3628 members 
Mstep: Class 20 contains 14360 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10272 members 
Mstep: Class 24 contains 8599 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83939 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154623872.000000 Penalty: 94130.875000
Iteration 392Q: 28 clusters Score -1.546239e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 290381 members 
Mstep: Class 2 contains 56203 members 
Mstep: Class 3 contains 18418 members 
Mstep: Class 4 contains 277182 members 
Mstep: Class 5 contains 9905 members 
Mstep: Class 6 contains 22140 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 106436 members 
Mstep: Class 9 contains 31900 members 
Mstep: Class 10 contains 76776 members 
Mstep: Class 11 contains 20975 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 22291 members 
Mstep: Class 14 contains 25045 members 
Mstep: Class 15 contains 162374 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12015 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3629 members 
Mstep: Class 20 contains 14355 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10343 members 
Mstep: Class 24 contains 8599 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83969 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624256.000000 Penalty: 94130.875000
Iteration 393Q: 28 clusters Score -1.546243e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 290298 members 
Mstep: Class 2 contains 56205 members 
Mstep: Class 3 contains 18426 members 
Mstep: Class 4 contains 277062 members 
Mstep: Class 5 contains 9905 members 
Mstep: Class 6 contains 22139 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 106415 members 
Mstep: Class 9 contains 31903 members 
Mstep: Class 10 contains 76785 members 
Mstep: Class 11 contains 20967 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22292 members 
Mstep: Class 14 contains 25047 members 
Mstep: Class 15 contains 162473 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12033 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3630 members 
Mstep: Class 20 contains 14350 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10429 members 
Mstep: Class 24 contains 8599 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 83978 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624560.000000 Penalty: 94130.875000
Iteration 394Q: 28 clusters Score -1.546246e+08 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 290238 members 
Mstep: Class 2 contains 56202 members 
Mstep: Class 3 contains 18423 members 
Mstep: Class 4 contains 276961 members 
Mstep: Class 5 contains 9906 members 
Mstep: Class 6 contains 22139 members 
Mstep: Class 7 contains 8644 members 
Mstep: Class 8 contains 106385 members 
Mstep: Class 9 contains 31900 members 
Mstep: Class 10 contains 76795 members 
Mstep: Class 11 contains 20952 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22292 members 
Mstep: Class 14 contains 25049 members 
Mstep: Class 15 contains 162570 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12043 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3631 members 
Mstep: Class 20 contains 14352 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10507 members 
Mstep: Class 24 contains 8599 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 83991 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624608.000000 Penalty: 94130.875000
Iteration 395Q: 28 clusters Score -1.546246e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 290183 members 
Mstep: Class 2 contains 56207 members 
Mstep: Class 3 contains 18410 members 
Mstep: Class 4 contains 276848 members 
Mstep: Class 5 contains 9911 members 
Mstep: Class 6 contains 22134 members 
Mstep: Class 7 contains 8646 members 
Mstep: Class 8 contains 106373 members 
Mstep: Class 9 contains 31899 members 
Mstep: Class 10 contains 76794 members 
Mstep: Class 11 contains 20932 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22292 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 162700 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12052 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3631 members 
Mstep: Class 20 contains 14351 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10574 members 
Mstep: Class 24 contains 8598 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 83994 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624688.000000 Penalty: 94130.875000
Iteration 396Q: 28 clusters Score -1.546247e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 290131 members 
Mstep: Class 2 contains 56206 members 
Mstep: Class 3 contains 18406 members 
Mstep: Class 4 contains 276713 members 
Mstep: Class 5 contains 9910 members 
Mstep: Class 6 contains 22133 members 
Mstep: Class 7 contains 8647 members 
Mstep: Class 8 contains 106375 members 
Mstep: Class 9 contains 31902 members 
Mstep: Class 10 contains 76803 members 
Mstep: Class 11 contains 20911 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22290 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 162818 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3629 members 
Mstep: Class 20 contains 14355 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10647 members 
Mstep: Class 24 contains 8598 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 84006 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624976.000000 Penalty: 94130.875000
Iteration 397Q: 28 clusters Score -1.54625e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 290070 members 
Mstep: Class 2 contains 56191 members 
Mstep: Class 3 contains 18404 members 
Mstep: Class 4 contains 276606 members 
Mstep: Class 5 contains 9902 members 
Mstep: Class 6 contains 22130 members 
Mstep: Class 7 contains 8647 members 
Mstep: Class 8 contains 106367 members 
Mstep: Class 9 contains 31903 members 
Mstep: Class 10 contains 76814 members 
Mstep: Class 11 contains 20885 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22293 members 
Mstep: Class 14 contains 25052 members 
Mstep: Class 15 contains 162960 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12063 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3628 members 
Mstep: Class 20 contains 14357 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10711 members 
Mstep: Class 24 contains 8598 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 83998 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624720.000000 Penalty: 94130.875000
Iteration 398Q: 28 clusters Score -1.546247e+08 nChanged 1215
Entering ConstructFrom: 
Score: -154624720.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (289979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289979 members 
Entering Unmasked Estep 
Score: -35970920.000000 Penalty: 3119.235840
	Iteration 0F: 2 clusters Score -3.597092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145293 members 
Mstep: Class 2 contains 144686 members 
Entering Unmasked Estep 
Score: -35787324.000000 Penalty: 6238.471680
	Iteration 0F: 3 clusters Score -3.578732e+07 nChanged 140313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148966 members 
Mstep: Class 2 contains 141013 members 
Entering Unmasked Estep 
Score: -35871904.000000 Penalty: 6238.471680
	Iteration 1F: 3 clusters Score -3.58719e+07 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151164 members 
Mstep: Class 2 contains 138815 members 
Entering Unmasked Estep 
Score: -35874952.000000 Penalty: 6238.471680
	Iteration 2Q: 3 clusters Score -3.587495e+07 nChanged 10511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153961 members 
Mstep: Class 2 contains 136018 members 
Entering Unmasked Estep 
Score: -35879776.000000 Penalty: 6238.471680
	Iteration 3Q: 3 clusters Score -3.587978e+07 nChanged 12692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157117 members 
Mstep: Class 2 contains 132862 members 
Entering Unmasked Estep 
Score: -35886976.000000 Penalty: 6238.471680
	Iteration 4Q: 3 clusters Score -3.588698e+07 nChanged 15584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160363 members 
Mstep: Class 2 contains 129616 members 
Entering Unmasked Estep 
Score: -35897592.000000 Penalty: 6238.471680
	Iteration 5F: 3 clusters Score -3.589759e+07 nChanged 18372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162565 members 
Mstep: Class 2 contains 127414 members 
Entering Unmasked Estep 
Score: -35910740.000000 Penalty: 6238.471680
	Iteration 6F: 3 clusters Score -3.591074e+07 nChanged 19988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163045 members 
Mstep: Class 2 contains 126934 members 
Entering Unmasked Estep 
Score: -35925576.000000 Penalty: 6238.471680
	Iteration 7F: 3 clusters Score -3.592558e+07 nChanged 19432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161543 members 
Mstep: Class 2 contains 128436 members 
Entering Unmasked Estep 
Score: -35939384.000000 Penalty: 6238.471680
	Iteration 8F: 3 clusters Score -3.593938e+07 nChanged 16070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159355 members 
Mstep: Class 2 contains 130624 members 
Entering Unmasked Estep 
Score: -35948132.000000 Penalty: 6238.471680
	Iteration 9F: 3 clusters Score -3.594813e+07 nChanged 10908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157395 members 
Mstep: Class 2 contains 132584 members 
Entering Unmasked Estep 
Score: -35952128.000000 Penalty: 6238.471680
	Iteration 10Q: 3 clusters Score -3.595213e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155813 members 
Mstep: Class 2 contains 134166 members 
Entering Unmasked Estep 
Score: -35954388.000000 Penalty: 6238.471680
	Iteration 11Q: 3 clusters Score -3.595439e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154338 members 
Mstep: Class 2 contains 135641 members 
Entering Unmasked Estep 
Score: -35955776.000000 Penalty: 6238.471680
	Iteration 12Q: 3 clusters Score -3.595578e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152998 members 
Mstep: Class 2 contains 136981 members 
Entering Unmasked Estep 
Score: -35956896.000000 Penalty: 6238.471680
	Iteration 13Q: 3 clusters Score -3.59569e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151981 members 
Mstep: Class 2 contains 137998 members 
Entering Unmasked Estep 
Score: -35957916.000000 Penalty: 6238.471680
	Iteration 14Q: 3 clusters Score -3.595792e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151211 members 
Mstep: Class 2 contains 138768 members 
Entering Unmasked Estep 
Score: -35958576.000000 Penalty: 6238.471680
	Iteration 15Q: 3 clusters Score -3.595858e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150582 members 
Mstep: Class 2 contains 139397 members 
Entering Unmasked Estep 
Score: -35959064.000000 Penalty: 6238.471680
	Iteration 16Q: 3 clusters Score -3.595906e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150046 members 
Mstep: Class 2 contains 139933 members 
Entering Unmasked Estep 
Score: -35959408.000000 Penalty: 6238.471680
	Iteration 17Q: 3 clusters Score -3.595941e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149589 members 
Mstep: Class 2 contains 140390 members 
Entering Unmasked Estep 
Score: -35959628.000000 Penalty: 6238.471680
	Iteration 18Q: 3 clusters Score -3.595963e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149204 members 
Mstep: Class 2 contains 140775 members 
Entering Unmasked Estep 
Score: -35959868.000000 Penalty: 6238.471680
	Iteration 19Q: 3 clusters Score -3.595987e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148888 members 
Mstep: Class 2 contains 141091 members 
Entering Unmasked Estep 
Score: -35959992.000000 Penalty: 6238.471680
	Iteration 20F: 3 clusters Score -3.595999e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148641 members 
Mstep: Class 2 contains 141338 members 
Entering Unmasked Estep 
Score: -35960204.000000 Penalty: 6238.471680
	Iteration 21Q: 3 clusters Score -3.59602e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148414 members 
Mstep: Class 2 contains 141565 members 
Entering Unmasked Estep 
Score: -35960152.000000 Penalty: 6238.471680
	Iteration 22Q: 3 clusters Score -3.596015e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148194 members 
Mstep: Class 2 contains 141785 members 
Entering Unmasked Estep 
Score: -35960176.000000 Penalty: 6238.471680
	Iteration 23Q: 3 clusters Score -3.596018e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148007 members 
Mstep: Class 2 contains 141972 members 
Entering Unmasked Estep 
Score: -35960188.000000 Penalty: 6238.471680
	Iteration 24Q: 3 clusters Score -3.596019e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147853 members 
Mstep: Class 2 contains 142126 members 
Entering Unmasked Estep 
Score: -35960236.000000 Penalty: 6238.471680
	Iteration 25Q: 3 clusters Score -3.596024e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147700 members 
Mstep: Class 2 contains 142279 members 
Entering Unmasked Estep 
Score: -35960320.000000 Penalty: 6238.471680
	Iteration 26Q: 3 clusters Score -3.596032e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147556 members 
Mstep: Class 2 contains 142423 members 
Entering Unmasked Estep 
Score: -35960324.000000 Penalty: 6238.471680
	Iteration 27Q: 3 clusters Score -3.596032e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147392 members 
Mstep: Class 2 contains 142587 members 
Entering Unmasked Estep 
Score: -35960356.000000 Penalty: 6238.471680
	Iteration 28Q: 3 clusters Score -3.596036e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147213 members 
Mstep: Class 2 contains 142766 members 
Entering Unmasked Estep 
Score: -35960428.000000 Penalty: 6238.471680
	Iteration 29Q: 3 clusters Score -3.596043e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147047 members 
Mstep: Class 2 contains 142932 members 
Entering Unmasked Estep 
Score: -35960460.000000 Penalty: 6238.471680
	Iteration 30Q: 3 clusters Score -3.596046e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146900 members 
Mstep: Class 2 contains 143079 members 
Entering Unmasked Estep 
Score: -35960400.000000 Penalty: 6238.471680
	Iteration 31Q: 3 clusters Score -3.59604e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146743 members 
Mstep: Class 2 contains 143236 members 
Entering Unmasked Estep 
Score: -35960404.000000 Penalty: 6238.471680
	Iteration 32Q: 3 clusters Score -3.59604e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146609 members 
Mstep: Class 2 contains 143370 members 
Entering Unmasked Estep 
Score: -35960376.000000 Penalty: 6238.471680
	Iteration 33Q: 3 clusters Score -3.596038e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146465 members 
Mstep: Class 2 contains 143514 members 
Entering Unmasked Estep 
Score: -35960328.000000 Penalty: 6238.471680
	Iteration 34Q: 3 clusters Score -3.596033e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146356 members 
Mstep: Class 2 contains 143623 members 
Entering Unmasked Estep 
Score: -35960356.000000 Penalty: 6238.471680
	Iteration 35Q: 3 clusters Score -3.596036e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146243 members 
Mstep: Class 2 contains 143736 members 
Entering Unmasked Estep 
Score: -35960352.000000 Penalty: 6238.471680
	Iteration 36Q: 3 clusters Score -3.596035e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146139 members 
Mstep: Class 2 contains 143840 members 
Entering Unmasked Estep 
Score: -35960360.000000 Penalty: 6238.471680
	Iteration 37Q: 3 clusters Score -3.596036e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146028 members 
Mstep: Class 2 contains 143951 members 
Entering Unmasked Estep 
Score: -35960380.000000 Penalty: 6238.471680
	Iteration 38Q: 3 clusters Score -3.596038e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145934 members 
Mstep: Class 2 contains 144045 members 
Entering Unmasked Estep 
Score: -35960388.000000 Penalty: 6238.471680
	Iteration 39Q: 3 clusters Score -3.596039e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145865 members 
Mstep: Class 2 contains 144114 members 
Entering Unmasked Estep 
Score: -35960376.000000 Penalty: 6238.471680
	Iteration 40F: 3 clusters Score -3.596038e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145793 members 
Mstep: Class 2 contains 144186 members 
Entering Unmasked Estep 
Score: -35960408.000000 Penalty: 6238.471680
	Iteration 41Q: 3 clusters Score -3.596041e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145736 members 
Mstep: Class 2 contains 144243 members 
Entering Unmasked Estep 
Score: -35960376.000000 Penalty: 6238.471680
	Iteration 42Q: 3 clusters Score -3.596038e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145665 members 
Mstep: Class 2 contains 144314 members 
Entering Unmasked Estep 
Score: -35960380.000000 Penalty: 6238.471680
	Iteration 43Q: 3 clusters Score -3.596038e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145601 members 
Mstep: Class 2 contains 144378 members 
Entering Unmasked Estep 
Score: -35960364.000000 Penalty: 6238.471680
	Iteration 44Q: 3 clusters Score -3.596036e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145539 members 
Mstep: Class 2 contains 144440 members 
Entering Unmasked Estep 
Score: -35960372.000000 Penalty: 6238.471680
	Iteration 45Q: 3 clusters Score -3.596037e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145480 members 
Mstep: Class 2 contains 144499 members 
Entering Unmasked Estep 
Score: -35960412.000000 Penalty: 6238.471680
	Iteration 46Q: 3 clusters Score -3.596041e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145428 members 
Mstep: Class 2 contains 144551 members 
Entering Unmasked Estep 
Score: -35960432.000000 Penalty: 6238.471680
	Iteration 47Q: 3 clusters Score -3.596043e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145382 members 
Mstep: Class 2 contains 144597 members 
Entering Unmasked Estep 
Score: -35960416.000000 Penalty: 6238.471680
	Iteration 48Q: 3 clusters Score -3.596042e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145334 members 
Mstep: Class 2 contains 144645 members 
Entering Unmasked Estep 
Score: -35960440.000000 Penalty: 6238.471680
	Iteration 49Q: 3 clusters Score -3.596044e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145298 members 
Mstep: Class 2 contains 144681 members 
Entering Unmasked Estep 
Score: -35960428.000000 Penalty: 6238.471680
	Iteration 50Q: 3 clusters Score -3.596043e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145261 members 
Mstep: Class 2 contains 144718 members 
Entering Unmasked Estep 
Score: -35960460.000000 Penalty: 6238.471680
	Iteration 51Q: 3 clusters Score -3.596046e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145223 members 
Mstep: Class 2 contains 144756 members 
Entering Unmasked Estep 
Score: -35960408.000000 Penalty: 6238.471680
	Iteration 52Q: 3 clusters Score -3.596041e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145189 members 
Mstep: Class 2 contains 144790 members 
Entering Unmasked Estep 
Score: -35960444.000000 Penalty: 6238.471680
	Iteration 53Q: 3 clusters Score -3.596044e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145166 members 
Mstep: Class 2 contains 144813 members 
Entering Unmasked Estep 
Score: -35960440.000000 Penalty: 6238.471680
	Iteration 54Q: 3 clusters Score -3.596044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145145 members 
Mstep: Class 2 contains 144834 members 
Entering Unmasked Estep 
Score: -35960416.000000 Penalty: 6238.471680
	Iteration 55Q: 3 clusters Score -3.596042e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145124 members 
Mstep: Class 2 contains 144855 members 
Entering Unmasked Estep 
Score: -35960432.000000 Penalty: 6238.471680
	Iteration 56Q: 3 clusters Score -3.596043e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145099 members 
Mstep: Class 2 contains 144880 members 
Entering Unmasked Estep 
Score: -35960432.000000 Penalty: 6238.471680
	Iteration 57Q: 3 clusters Score -3.596043e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145081 members 
Mstep: Class 2 contains 144898 members 
Entering Unmasked Estep 
Score: -35960440.000000 Penalty: 6238.471680
	Iteration 58Q: 3 clusters Score -3.596044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145064 members 
Mstep: Class 2 contains 144915 members 
Entering Unmasked Estep 
Score: -35960436.000000 Penalty: 6238.471680
	Iteration 59Q: 3 clusters Score -3.596044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145050 members 
Mstep: Class 2 contains 144929 members 
Entering Unmasked Estep 
Score: -35960420.000000 Penalty: 6238.471680
	Iteration 60F: 3 clusters Score -3.596042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145041 members 
Mstep: Class 2 contains 144938 members 
Entering Unmasked Estep 
Score: -35960436.000000 Penalty: 6238.471680
	Iteration 61Q: 3 clusters Score -3.596044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145029 members 
Mstep: Class 2 contains 144950 members 
Entering Unmasked Estep 
Score: -35960440.000000 Penalty: 6238.471680
	Iteration 62Q: 3 clusters Score -3.596044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145019 members 
Mstep: Class 2 contains 144960 members 
Entering Unmasked Estep 
Score: -35960444.000000 Penalty: 6238.471680
	Iteration 63Q: 3 clusters Score -3.596044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145010 members 
Mstep: Class 2 contains 144969 members 
Entering Unmasked Estep 
Score: -35960440.000000 Penalty: 6238.471680
	Iteration 64Q: 3 clusters Score -3.596044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145005 members 
Mstep: Class 2 contains 144974 members 
Entering Unmasked Estep 
Score: -35960452.000000 Penalty: 6238.471680
	Iteration 65Q: 3 clusters Score -3.596045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145003 members 
Mstep: Class 2 contains 144976 members 
Entering Unmasked Estep 
Score: -35960412.000000 Penalty: 6238.471680
	Iteration 66Q: 3 clusters Score -3.596041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144997 members 
Mstep: Class 2 contains 144982 members 
Entering Unmasked Estep 
Score: -35960428.000000 Penalty: 6238.471680
	Iteration 67Q: 3 clusters Score -3.596043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144991 members 
Mstep: Class 2 contains 144988 members 
Entering Unmasked Estep 
Score: -35960436.000000 Penalty: 6238.471680
	Iteration 68Q: 3 clusters Score -3.596044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144984 members 
Mstep: Class 2 contains 144995 members 
Entering Unmasked Estep 
Score: -35960400.000000 Penalty: 6238.471680
	Iteration 69Q: 3 clusters Score -3.59604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144979 members 
Mstep: Class 2 contains 145000 members 
Entering Unmasked Estep 
Score: -35960424.000000 Penalty: 6238.471680
	Iteration 70Q: 3 clusters Score -3.596042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144972 members 
Mstep: Class 2 contains 145007 members 
Entering Unmasked Estep 
Score: -35960428.000000 Penalty: 6238.471680
	Iteration 71Q: 3 clusters Score -3.596043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144969 members 
Mstep: Class 2 contains 145010 members 
Entering Unmasked Estep 
Score: -35960432.000000 Penalty: 6238.471680
	Iteration 72Q: 3 clusters Score -3.596043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144965 members 
Mstep: Class 2 contains 145014 members 
Entering Unmasked Estep 
Score: -35960440.000000 Penalty: 6238.471680
	Iteration 73Q: 3 clusters Score -3.596044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144959 members 
Mstep: Class 2 contains 145020 members 
Entering Unmasked Estep 
Score: -35960440.000000 Penalty: 6238.471680
	Iteration 74Q: 3 clusters Score -3.596044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144947 members 
Mstep: Class 2 contains 145032 members 
Entering Unmasked Estep 
Score: -35960420.000000 Penalty: 6238.471680
	Iteration 75Q: 3 clusters Score -3.596042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144935 members 
Mstep: Class 2 contains 145044 members 
Entering Unmasked Estep 
Score: -35960436.000000 Penalty: 6238.471680
	Iteration 76Q: 3 clusters Score -3.596044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144919 members 
Mstep: Class 2 contains 145060 members 
Entering Unmasked Estep 
Score: -35960436.000000 Penalty: 6238.471680
	Iteration 77Q: 3 clusters Score -3.596044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144904 members 
Mstep: Class 2 contains 145075 members 
Entering Unmasked Estep 
Score: -35960432.000000 Penalty: 6238.471680
	Iteration 78Q: 3 clusters Score -3.596043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144891 members 
Mstep: Class 2 contains 145088 members 
Entering Unmasked Estep 
Score: -35960428.000000 Penalty: 6238.471680
	Iteration 79Q: 3 clusters Score -3.596043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144879 members 
Mstep: Class 2 contains 145100 members 
Entering Unmasked Estep 
Score: -35960432.000000 Penalty: 6238.471680
	Iteration 80F: 3 clusters Score -3.596043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144870 members 
Mstep: Class 2 contains 145109 members 
Entering Unmasked Estep 
Score: -35960432.000000 Penalty: 6238.471680
	Iteration 81Q: 3 clusters Score -3.596043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144859 members 
Mstep: Class 2 contains 145120 members 
Entering Unmasked Estep 
Score: -35960436.000000 Penalty: 6238.471680
	Iteration 82Q: 3 clusters Score -3.596044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144851 members 
Mstep: Class 2 contains 145128 members 
Entering Unmasked Estep 
Score: -35960412.000000 Penalty: 6238.471680
	Iteration 83Q: 3 clusters Score -3.596041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144837 members 
Mstep: Class 2 contains 145142 members 
Entering Unmasked Estep 
Score: -35960392.000000 Penalty: 6238.471680
	Iteration 84Q: 3 clusters Score -3.596039e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144821 members 
Mstep: Class 2 contains 145158 members 
Entering Unmasked Estep 
Score: -35960396.000000 Penalty: 6238.471680
	Iteration 85Q: 3 clusters Score -3.59604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144809 members 
Mstep: Class 2 contains 145170 members 
Entering Unmasked Estep 
Score: -35960404.000000 Penalty: 6238.471680
	Iteration 86Q: 3 clusters Score -3.59604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144799 members 
Mstep: Class 2 contains 145180 members 
Entering Unmasked Estep 
Score: -35960404.000000 Penalty: 6238.471680
	Iteration 87Q: 3 clusters Score -3.59604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144789 members 
Mstep: Class 2 contains 145190 members 
Entering Unmasked Estep 
Score: -35960400.000000 Penalty: 6238.471680
	Iteration 88Q: 3 clusters Score -3.59604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144777 members 
Mstep: Class 2 contains 145202 members 
Entering Unmasked Estep 
Score: -35960392.000000 Penalty: 6238.471680
	Iteration 89Q: 3 clusters Score -3.596039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144763 members 
Mstep: Class 2 contains 145216 members 
Entering Unmasked Estep 
Score: -35960392.000000 Penalty: 6238.471680
	Iteration 90Q: 3 clusters Score -3.596039e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144749 members 
Mstep: Class 2 contains 145230 members 
Entering Unmasked Estep 
Score: -35960412.000000 Penalty: 6238.471680
	Iteration 91Q: 3 clusters Score -3.596041e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144736 members 
Mstep: Class 2 contains 145243 members 
Entering Unmasked Estep 
Score: -35960396.000000 Penalty: 6238.471680
	Iteration 92Q: 3 clusters Score -3.59604e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144721 members 
Mstep: Class 2 contains 145258 members 
Entering Unmasked Estep 
Score: -35960376.000000 Penalty: 6238.471680
	Iteration 93Q: 3 clusters Score -3.596038e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144707 members 
Mstep: Class 2 contains 145272 members 
Entering Unmasked Estep 
Score: -35960352.000000 Penalty: 6238.471680
	Iteration 94Q: 3 clusters Score -3.596035e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144695 members 
Mstep: Class 2 contains 145284 members 
Entering Unmasked Estep 
Score: -35960384.000000 Penalty: 6238.471680
	Iteration 95Q: 3 clusters Score -3.596038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144685 members 
Mstep: Class 2 contains 145294 members 
Entering Unmasked Estep 
Score: -35960384.000000 Penalty: 6238.471680
	Iteration 96Q: 3 clusters Score -3.596038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144679 members 
Mstep: Class 2 contains 145300 members 
Entering Unmasked Estep 
Score: -35960384.000000 Penalty: 6238.471680
	Iteration 97Q: 3 clusters Score -3.596038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144671 members 
Mstep: Class 2 contains 145308 members 
Entering Unmasked Estep 
Score: -35960372.000000 Penalty: 6238.471680
	Iteration 98Q: 3 clusters Score -3.596037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144665 members 
Mstep: Class 2 contains 145314 members 
Entering Unmasked Estep 
Score: -35960380.000000 Penalty: 6238.471680
	Iteration 99Q: 3 clusters Score -3.596038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144655 members 
Mstep: Class 2 contains 145324 members 
Entering Unmasked Estep 
Score: -35960400.000000 Penalty: 6238.471680
	Iteration 100F: 3 clusters Score -3.59604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144644 members 
Mstep: Class 2 contains 145335 members 
Entering Unmasked Estep 
Score: -35960392.000000 Penalty: 6238.471680
	Iteration 101Q: 3 clusters Score -3.596039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144631 members 
Mstep: Class 2 contains 145348 members 
Entering Unmasked Estep 
Score: -35960388.000000 Penalty: 6238.471680
	Iteration 102Q: 3 clusters Score -3.596039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144619 members 
Mstep: Class 2 contains 145360 members 
Entering Unmasked Estep 
Score: -35960376.000000 Penalty: 6238.471680
	Iteration 103Q: 3 clusters Score -3.596038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144612 members 
Mstep: Class 2 contains 145367 members 
Entering Unmasked Estep 
Score: -35960392.000000 Penalty: 6238.471680
	Iteration 104Q: 3 clusters Score -3.596039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144606 members 
Mstep: Class 2 contains 145373 members 
Entering Unmasked Estep 
Score: -35960400.000000 Penalty: 6238.471680
	Iteration 105Q: 3 clusters Score -3.59604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144597 members 
Mstep: Class 2 contains 145382 members 
Entering Unmasked Estep 
Score: -35960388.000000 Penalty: 6238.471680
	Iteration 106Q: 3 clusters Score -3.596039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144585 members 
Mstep: Class 2 contains 145394 members 
Entering Unmasked Estep 
Score: -35960400.000000 Penalty: 6238.471680
	Iteration 107Q: 3 clusters Score -3.59604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144574 members 
Mstep: Class 2 contains 145405 members 
Entering Unmasked Estep 
Score: -35960428.000000 Penalty: 6238.471680
	Iteration 108Q: 3 clusters Score -3.596043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144567 members 
Mstep: Class 2 contains 145412 members 
Entering Unmasked Estep 
Score: -35960416.000000 Penalty: 6238.471680
	Iteration 109Q: 3 clusters Score -3.596042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144557 members 
Mstep: Class 2 contains 145422 members 
Entering Unmasked Estep 
Score: -35960424.000000 Penalty: 6238.471680
	Iteration 110Q: 3 clusters Score -3.596042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144546 members 
Mstep: Class 2 contains 145433 members 
Entering Unmasked Estep 
Score: -35960420.000000 Penalty: 6238.471680
	Iteration 111Q: 3 clusters Score -3.596042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144534 members 
Mstep: Class 2 contains 145445 members 
Entering Unmasked Estep 
Score: -35960436.000000 Penalty: 6238.471680
	Iteration 112Q: 3 clusters Score -3.596044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144526 members 
Mstep: Class 2 contains 145453 members 
Entering Unmasked Estep 
Score: -35960448.000000 Penalty: 6238.471680
	Iteration 113Q: 3 clusters Score -3.596045e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144515 members 
Mstep: Class 2 contains 145464 members 
Entering Unmasked Estep 
Score: -35960428.000000 Penalty: 6238.471680
	Iteration 114Q: 3 clusters Score -3.596043e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144496 members 
Mstep: Class 2 contains 145483 members 
Entering Unmasked Estep 
Score: -35960428.000000 Penalty: 6238.471680
	Iteration 115Q: 3 clusters Score -3.596043e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144474 members 
Mstep: Class 2 contains 145505 members 
Entering Unmasked Estep 
Score: -35960448.000000 Penalty: 6238.471680
	Iteration 116Q: 3 clusters Score -3.596045e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144451 members 
Mstep: Class 2 contains 145528 members 
Entering Unmasked Estep 
Score: -35960404.000000 Penalty: 6238.471680
	Iteration 117Q: 3 clusters Score -3.59604e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144433 members 
Mstep: Class 2 contains 145546 members 
Entering Unmasked Estep 
Score: -35960392.000000 Penalty: 6238.471680
	Iteration 118Q: 3 clusters Score -3.596039e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144417 members 
Mstep: Class 2 contains 145562 members 
Entering Unmasked Estep 
Score: -35960392.000000 Penalty: 6238.471680
	Iteration 119Q: 3 clusters Score -3.596039e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144400 members 
Mstep: Class 2 contains 145579 members 
Entering Unmasked Estep 
Score: -35960392.000000 Penalty: 6238.471680
	Iteration 120F: 3 clusters Score -3.596039e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144371 members 
Mstep: Class 2 contains 145608 members 
Entering Unmasked Estep 
Score: -35960408.000000 Penalty: 6238.471680
	Iteration 121Q: 3 clusters Score -3.596041e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144343 members 
Mstep: Class 2 contains 145636 members 
Entering Unmasked Estep 
Score: -35960392.000000 Penalty: 6238.471680
	Iteration 122Q: 3 clusters Score -3.596039e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144317 members 
Mstep: Class 2 contains 145662 members 
Entering Unmasked Estep 
Score: -35960400.000000 Penalty: 6238.471680
	Iteration 123Q: 3 clusters Score -3.59604e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144289 members 
Mstep: Class 2 contains 145690 members 
Entering Unmasked Estep 
Score: -35960396.000000 Penalty: 6238.471680
	Iteration 124Q: 3 clusters Score -3.59604e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144259 members 
Mstep: Class 2 contains 145720 members 
Entering Unmasked Estep 
Score: -35960372.000000 Penalty: 6238.471680
	Iteration 125Q: 3 clusters Score -3.596037e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144242 members 
Mstep: Class 2 contains 145737 members 
Entering Unmasked Estep 
Score: -35960368.000000 Penalty: 6238.471680
	Iteration 126Q: 3 clusters Score -3.596037e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144216 members 
Mstep: Class 2 contains 145763 members 
Entering Unmasked Estep 
Score: -35960400.000000 Penalty: 6238.471680
	Iteration 127Q: 3 clusters Score -3.59604e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144195 members 
Mstep: Class 2 contains 145784 members 
Entering Unmasked Estep 
Score: -35960376.000000 Penalty: 6238.471680
	Iteration 128Q: 3 clusters Score -3.596038e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144172 members 
Mstep: Class 2 contains 145807 members 
Entering Unmasked Estep 
Score: -35960384.000000 Penalty: 6238.471680
	Iteration 129Q: 3 clusters Score -3.596038e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144146 members 
Mstep: Class 2 contains 145833 members 
Entering Unmasked Estep 
Score: -35960372.000000 Penalty: 6238.471680
	Iteration 130Q: 3 clusters Score -3.596037e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144115 members 
Mstep: Class 2 contains 145864 members 
Entering Unmasked Estep 
Score: -35960416.000000 Penalty: 6238.471680
	Iteration 131Q: 3 clusters Score -3.596042e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144085 members 
Mstep: Class 2 contains 145894 members 
Entering Unmasked Estep 
Score: -35960408.000000 Penalty: 6238.471680
	Iteration 132Q: 3 clusters Score -3.596041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144068 members 
Mstep: Class 2 contains 145911 members 
Entering Unmasked Estep 
Score: -35960416.000000 Penalty: 6238.471680
	Iteration 133Q: 3 clusters Score -3.596042e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144043 members 
Mstep: Class 2 contains 145936 members 
Entering Unmasked Estep 
Score: -35960420.000000 Penalty: 6238.471680
	Iteration 134Q: 3 clusters Score -3.596042e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144023 members 
Mstep: Class 2 contains 145956 members 
Entering Unmasked Estep 
Score: -35960432.000000 Penalty: 6238.471680
	Iteration 135Q: 3 clusters Score -3.596043e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143998 members 
Mstep: Class 2 contains 145981 members 
Entering Unmasked Estep 
Score: -35960452.000000 Penalty: 6238.471680
	Iteration 136Q: 3 clusters Score -3.596045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143978 members 
Mstep: Class 2 contains 146001 members 
Entering Unmasked Estep 
Score: -35960444.000000 Penalty: 6238.471680
	Iteration 137Q: 3 clusters Score -3.596044e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143955 members 
Mstep: Class 2 contains 146024 members 
Entering Unmasked Estep 
Score: -35960444.000000 Penalty: 6238.471680
	Iteration 138Q: 3 clusters Score -3.596044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143941 members 
Mstep: Class 2 contains 146038 members 
Entering Unmasked Estep 
Score: -35960424.000000 Penalty: 6238.471680
	Iteration 139Q: 3 clusters Score -3.596042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143925 members 
Mstep: Class 2 contains 146054 members 
Entering Unmasked Estep 
Score: -35960416.000000 Penalty: 6238.471680
	Iteration 140F: 3 clusters Score -3.596042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143910 members 
Mstep: Class 2 contains 146069 members 
Entering Unmasked Estep 
Score: -35960412.000000 Penalty: 6238.471680
	Iteration 141Q: 3 clusters Score -3.596041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143898 members 
Mstep: Class 2 contains 146081 members 
Entering Unmasked Estep 
Score: -35960412.000000 Penalty: 6238.471680
	Iteration 142Q: 3 clusters Score -3.596041e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143885 members 
Mstep: Class 2 contains 146094 members 
Entering Unmasked Estep 
Score: -35960392.000000 Penalty: 6238.471680
	Iteration 143Q: 3 clusters Score -3.596039e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143868 members 
Mstep: Class 2 contains 146111 members 
Entering Unmasked Estep 
Score: -35960412.000000 Penalty: 6238.471680
	Iteration 144Q: 3 clusters Score -3.596041e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143849 members 
Mstep: Class 2 contains 146130 members 
Entering Unmasked Estep 
Score: -35960376.000000 Penalty: 6238.471680
	Iteration 145Q: 3 clusters Score -3.596038e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143825 members 
Mstep: Class 2 contains 146154 members 
Entering Unmasked Estep 
Score: -35960396.000000 Penalty: 6238.471680
	Iteration 146Q: 3 clusters Score -3.59604e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143792 members 
Mstep: Class 2 contains 146187 members 
Entering Unmasked Estep 
Score: -35960372.000000 Penalty: 6238.471680
	Iteration 147Q: 3 clusters Score -3.596037e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143756 members 
Mstep: Class 2 contains 146223 members 
Entering Unmasked Estep 
Score: -35960384.000000 Penalty: 6238.471680
	Iteration 148Q: 3 clusters Score -3.596038e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143724 members 
Mstep: Class 2 contains 146255 members 
Entering Unmasked Estep 
Score: -35960392.000000 Penalty: 6238.471680
	Iteration 149Q: 3 clusters Score -3.596039e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143693 members 
Mstep: Class 2 contains 146286 members 
Entering Unmasked Estep 
Score: -35960416.000000 Penalty: 6238.471680
	Iteration 150Q: 3 clusters Score -3.596042e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143675 members 
Mstep: Class 2 contains 146304 members 
Entering Unmasked Estep 
Score: -35960400.000000 Penalty: 6238.471680
	Iteration 151Q: 3 clusters Score -3.59604e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143658 members 
Mstep: Class 2 contains 146321 members 
Entering Unmasked Estep 
Score: -35960376.000000 Penalty: 6238.471680
	Iteration 152Q: 3 clusters Score -3.596038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143637 members 
Mstep: Class 2 contains 146342 members 
Entering Unmasked Estep 
Score: -35960412.000000 Penalty: 6238.471680
	Iteration 153Q: 3 clusters Score -3.596041e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143616 members 
Mstep: Class 2 contains 146363 members 
Entering Unmasked Estep 
Score: -35960392.000000 Penalty: 6238.471680
	Iteration 154Q: 3 clusters Score -3.596039e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143596 members 
Mstep: Class 2 contains 146383 members 
Entering Unmasked Estep 
Score: -35960364.000000 Penalty: 6238.471680
	Iteration 155Q: 3 clusters Score -3.596036e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143573 members 
Mstep: Class 2 contains 146406 members 
Entering Unmasked Estep 
Score: -35960364.000000 Penalty: 6238.471680
	Iteration 156Q: 3 clusters Score -3.596036e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143552 members 
Mstep: Class 2 contains 146427 members 
Entering Unmasked Estep 
Score: -35960356.000000 Penalty: 6238.471680
	Iteration 157Q: 3 clusters Score -3.596036e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143536 members 
Mstep: Class 2 contains 146443 members 
Entering Unmasked Estep 
Score: -35960360.000000 Penalty: 6238.471680
	Iteration 158Q: 3 clusters Score -3.596036e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143510 members 
Mstep: Class 2 contains 146469 members 
Entering Unmasked Estep 
Score: -35960344.000000 Penalty: 6238.471680
	Iteration 159Q: 3 clusters Score -3.596034e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143488 members 
Mstep: Class 2 contains 146491 members 
Entering Unmasked Estep 
Score: -35960336.000000 Penalty: 6238.471680
	Iteration 160F: 3 clusters Score -3.596034e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143460 members 
Mstep: Class 2 contains 146519 members 
Entering Unmasked Estep 
Score: -35960320.000000 Penalty: 6238.471680
	Iteration 161Q: 3 clusters Score -3.596032e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143431 members 
Mstep: Class 2 contains 146548 members 
Entering Unmasked Estep 
Score: -35960336.000000 Penalty: 6238.471680
	Iteration 162Q: 3 clusters Score -3.596034e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143390 members 
Mstep: Class 2 contains 146589 members 
Entering Unmasked Estep 
Score: -35960356.000000 Penalty: 6238.471680
	Iteration 163Q: 3 clusters Score -3.596036e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143352 members 
Mstep: Class 2 contains 146627 members 
Entering Unmasked Estep 
Score: -35960344.000000 Penalty: 6238.471680
	Iteration 164Q: 3 clusters Score -3.596034e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143318 members 
Mstep: Class 2 contains 146661 members 
Entering Unmasked Estep 
Score: -35960312.000000 Penalty: 6238.471680
	Iteration 165Q: 3 clusters Score -3.596031e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143271 members 
Mstep: Class 2 contains 146708 members 
Entering Unmasked Estep 
Score: -35960352.000000 Penalty: 6238.471680
	Iteration 166Q: 3 clusters Score -3.596035e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143222 members 
Mstep: Class 2 contains 146757 members 
Entering Unmasked Estep 
Score: -35960400.000000 Penalty: 6238.471680
	Iteration 167Q: 3 clusters Score -3.59604e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143177 members 
Mstep: Class 2 contains 146802 members 
Entering Unmasked Estep 
Score: -35960380.000000 Penalty: 6238.471680
	Iteration 168Q: 3 clusters Score -3.596038e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143134 members 
Mstep: Class 2 contains 146845 members 
Entering Unmasked Estep 
Score: -35960392.000000 Penalty: 6238.471680
	Iteration 169Q: 3 clusters Score -3.596039e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143089 members 
Mstep: Class 2 contains 146890 members 
Entering Unmasked Estep 
Score: -35960408.000000 Penalty: 6238.471680
	Iteration 170Q: 3 clusters Score -3.596041e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143040 members 
Mstep: Class 2 contains 146939 members 
Entering Unmasked Estep 
Score: -35960404.000000 Penalty: 6238.471680
	Iteration 171Q: 3 clusters Score -3.59604e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142990 members 
Mstep: Class 2 contains 146989 members 
Entering Unmasked Estep 
Score: -35960448.000000 Penalty: 6238.471680
	Iteration 172Q: 3 clusters Score -3.596045e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142939 members 
Mstep: Class 2 contains 147040 members 
Entering Unmasked Estep 
Score: -35960468.000000 Penalty: 6238.471680
	Iteration 173Q: 3 clusters Score -3.596047e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142891 members 
Mstep: Class 2 contains 147088 members 
Entering Unmasked Estep 
Score: -35960464.000000 Penalty: 6238.471680
	Iteration 174Q: 3 clusters Score -3.596046e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142846 members 
Mstep: Class 2 contains 147133 members 
Entering Unmasked Estep 
Score: -35960448.000000 Penalty: 6238.471680
	Iteration 175Q: 3 clusters Score -3.596045e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142799 members 
Mstep: Class 2 contains 147180 members 
Entering Unmasked Estep 
Score: -35960512.000000 Penalty: 6238.471680
	Iteration 176Q: 3 clusters Score -3.596051e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142749 members 
Mstep: Class 2 contains 147230 members 
Entering Unmasked Estep 
Score: -35960468.000000 Penalty: 6238.471680
	Iteration 177Q: 3 clusters Score -3.596047e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142701 members 
Mstep: Class 2 contains 147278 members 
Entering Unmasked Estep 
Score: -35960476.000000 Penalty: 6238.471680
	Iteration 178Q: 3 clusters Score -3.596048e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142664 members 
Mstep: Class 2 contains 147315 members 
Entering Unmasked Estep 
Score: -35960508.000000 Penalty: 6238.471680
	Iteration 179Q: 3 clusters Score -3.596051e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142627 members 
Mstep: Class 2 contains 147352 members 
Entering Unmasked Estep 
Score: -35960540.000000 Penalty: 6238.471680
	Iteration 180F: 3 clusters Score -3.596054e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142594 members 
Mstep: Class 2 contains 147385 members 
Entering Unmasked Estep 
Score: -35960540.000000 Penalty: 6238.471680
	Iteration 181Q: 3 clusters Score -3.596054e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142554 members 
Mstep: Class 2 contains 147425 members 
Entering Unmasked Estep 
Score: -35960560.000000 Penalty: 6238.471680
	Iteration 182Q: 3 clusters Score -3.596056e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142507 members 
Mstep: Class 2 contains 147472 members 
Entering Unmasked Estep 
Score: -35960568.000000 Penalty: 6238.471680
	Iteration 183Q: 3 clusters Score -3.596057e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142453 members 
Mstep: Class 2 contains 147526 members 
Entering Unmasked Estep 
Score: -35960556.000000 Penalty: 6238.471680
	Iteration 184Q: 3 clusters Score -3.596056e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142413 members 
Mstep: Class 2 contains 147566 members 
Entering Unmasked Estep 
Score: -35960532.000000 Penalty: 6238.471680
	Iteration 185Q: 3 clusters Score -3.596053e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142362 members 
Mstep: Class 2 contains 147617 members 
Entering Unmasked Estep 
Score: -35960524.000000 Penalty: 6238.471680
	Iteration 186Q: 3 clusters Score -3.596052e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142314 members 
Mstep: Class 2 contains 147665 members 
Entering Unmasked Estep 
Score: -35960544.000000 Penalty: 6238.471680
	Iteration 187Q: 3 clusters Score -3.596054e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142262 members 
Mstep: Class 2 contains 147717 members 
Entering Unmasked Estep 
Score: -35960520.000000 Penalty: 6238.471680
	Iteration 188Q: 3 clusters Score -3.596052e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142211 members 
Mstep: Class 2 contains 147768 members 
Entering Unmasked Estep 
Score: -35960508.000000 Penalty: 6238.471680
	Iteration 189Q: 3 clusters Score -3.596051e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142166 members 
Mstep: Class 2 contains 147813 members 
Entering Unmasked Estep 
Score: -35960540.000000 Penalty: 6238.471680
	Iteration 190Q: 3 clusters Score -3.596054e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142127 members 
Mstep: Class 2 contains 147852 members 
Entering Unmasked Estep 
Score: -35960560.000000 Penalty: 6238.471680
	Iteration 191Q: 3 clusters Score -3.596056e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142079 members 
Mstep: Class 2 contains 147900 members 
Entering Unmasked Estep 
Score: -35960532.000000 Penalty: 6238.471680
	Iteration 192Q: 3 clusters Score -3.596053e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142019 members 
Mstep: Class 2 contains 147960 members 
Entering Unmasked Estep 
Score: -35960548.000000 Penalty: 6238.471680
	Iteration 193Q: 3 clusters Score -3.596055e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141943 members 
Mstep: Class 2 contains 148036 members 
Entering Unmasked Estep 
Score: -35960576.000000 Penalty: 6238.471680
	Iteration 194Q: 3 clusters Score -3.596058e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141868 members 
Mstep: Class 2 contains 148111 members 
Entering Unmasked Estep 
Score: -35960548.000000 Penalty: 6238.471680
	Iteration 195Q: 3 clusters Score -3.596055e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141782 members 
Mstep: Class 2 contains 148197 members 
Entering Unmasked Estep 
Score: -35960560.000000 Penalty: 6238.471680
	Iteration 196Q: 3 clusters Score -3.596056e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141692 members 
Mstep: Class 2 contains 148287 members 
Entering Unmasked Estep 
Score: -35960544.000000 Penalty: 6238.471680
	Iteration 197Q: 3 clusters Score -3.596054e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141577 members 
Mstep: Class 2 contains 148402 members 
Entering Unmasked Estep 
Score: -35960552.000000 Penalty: 6238.471680
	Iteration 198Q: 3 clusters Score -3.596055e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141482 members 
Mstep: Class 2 contains 148497 members 
Entering Unmasked Estep 
Score: -35960576.000000 Penalty: 6238.471680
	Iteration 199Q: 3 clusters Score -3.596058e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141384 members 
Mstep: Class 2 contains 148595 members 
Entering Unmasked Estep 
Score: -35960596.000000 Penalty: 6238.471680
	Iteration 200F: 3 clusters Score -3.59606e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141284 members 
Mstep: Class 2 contains 148695 members 
Entering Unmasked Estep 
Score: -35960560.000000 Penalty: 6238.471680
	Iteration 201Q: 3 clusters Score -3.596056e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141201 members 
Mstep: Class 2 contains 148778 members 
Entering Unmasked Estep 
Score: -35960552.000000 Penalty: 6238.471680
	Iteration 202Q: 3 clusters Score -3.596055e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141101 members 
Mstep: Class 2 contains 148878 members 
Entering Unmasked Estep 
Score: -35960604.000000 Penalty: 6238.471680
	Iteration 203Q: 3 clusters Score -3.59606e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140992 members 
Mstep: Class 2 contains 148987 members 
Entering Unmasked Estep 
Score: -35960552.000000 Penalty: 6238.471680
	Iteration 204Q: 3 clusters Score -3.596055e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140877 members 
Mstep: Class 2 contains 149102 members 
Entering Unmasked Estep 
Score: -35960576.000000 Penalty: 6238.471680
	Iteration 205Q: 3 clusters Score -3.596058e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140750 members 
Mstep: Class 2 contains 149229 members 
Entering Unmasked Estep 
Score: -35960552.000000 Penalty: 6238.471680
	Iteration 206Q: 3 clusters Score -3.596055e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140617 members 
Mstep: Class 2 contains 149362 members 
Entering Unmasked Estep 
Score: -35960568.000000 Penalty: 6238.471680
	Iteration 207Q: 3 clusters Score -3.596057e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140465 members 
Mstep: Class 2 contains 149514 members 
Entering Unmasked Estep 
Score: -35960624.000000 Penalty: 6238.471680
	Iteration 208Q: 3 clusters Score -3.596062e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140328 members 
Mstep: Class 2 contains 149651 members 
Entering Unmasked Estep 
Score: -35960636.000000 Penalty: 6238.471680
	Iteration 209Q: 3 clusters Score -3.596064e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140209 members 
Mstep: Class 2 contains 149770 members 
Entering Unmasked Estep 
Score: -35960632.000000 Penalty: 6238.471680
	Iteration 210Q: 3 clusters Score -3.596063e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140093 members 
Mstep: Class 2 contains 149886 members 
Entering Unmasked Estep 
Score: -35960624.000000 Penalty: 6238.471680
	Iteration 211Q: 3 clusters Score -3.596062e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139983 members 
Mstep: Class 2 contains 149996 members 
Entering Unmasked Estep 
Score: -35960668.000000 Penalty: 6238.471680
	Iteration 212Q: 3 clusters Score -3.596067e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139872 members 
Mstep: Class 2 contains 150107 members 
Entering Unmasked Estep 
Score: -35960668.000000 Penalty: 6238.471680
	Iteration 213Q: 3 clusters Score -3.596067e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139764 members 
Mstep: Class 2 contains 150215 members 
Entering Unmasked Estep 
Score: -35960676.000000 Penalty: 6238.471680
	Iteration 214Q: 3 clusters Score -3.596068e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139630 members 
Mstep: Class 2 contains 150349 members 
Entering Unmasked Estep 
Score: -35960668.000000 Penalty: 6238.471680
	Iteration 215Q: 3 clusters Score -3.596067e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139503 members 
Mstep: Class 2 contains 150476 members 
Entering Unmasked Estep 
Score: -35960688.000000 Penalty: 6238.471680
	Iteration 216Q: 3 clusters Score -3.596069e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139371 members 
Mstep: Class 2 contains 150608 members 
Entering Unmasked Estep 
Score: -35960704.000000 Penalty: 6238.471680
	Iteration 217Q: 3 clusters Score -3.59607e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139253 members 
Mstep: Class 2 contains 150726 members 
Entering Unmasked Estep 
Score: -35960668.000000 Penalty: 6238.471680
	Iteration 218Q: 3 clusters Score -3.596067e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139131 members 
Mstep: Class 2 contains 150848 members 
Entering Unmasked Estep 
Score: -35960676.000000 Penalty: 6238.471680
	Iteration 219Q: 3 clusters Score -3.596068e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139007 members 
Mstep: Class 2 contains 150972 members 
Entering Unmasked Estep 
Score: -35960708.000000 Penalty: 6238.471680
	Iteration 220F: 3 clusters Score -3.596071e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 151114 members 
Entering Unmasked Estep 
Score: -35960720.000000 Penalty: 6238.471680
	Iteration 221Q: 3 clusters Score -3.596072e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138742 members 
Mstep: Class 2 contains 151237 members 
Entering Unmasked Estep 
Score: -35960736.000000 Penalty: 6238.471680
	Iteration 222Q: 3 clusters Score -3.596074e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138617 members 
Mstep: Class 2 contains 151362 members 
Entering Unmasked Estep 
Score: -35960736.000000 Penalty: 6238.471680
	Iteration 223Q: 3 clusters Score -3.596074e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138498 members 
Mstep: Class 2 contains 151481 members 
Entering Unmasked Estep 
Score: -35960676.000000 Penalty: 6238.471680
	Iteration 224Q: 3 clusters Score -3.596068e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138371 members 
Mstep: Class 2 contains 151608 members 
Entering Unmasked Estep 
Score: -35960708.000000 Penalty: 6238.471680
	Iteration 225Q: 3 clusters Score -3.596071e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138234 members 
Mstep: Class 2 contains 151745 members 
Entering Unmasked Estep 
Score: -35960656.000000 Penalty: 6238.471680
	Iteration 226Q: 3 clusters Score -3.596066e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138096 members 
Mstep: Class 2 contains 151883 members 
Entering Unmasked Estep 
Score: -35960672.000000 Penalty: 6238.471680
	Iteration 227Q: 3 clusters Score -3.596067e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137942 members 
Mstep: Class 2 contains 152037 members 
Entering Unmasked Estep 
Score: -35960668.000000 Penalty: 6238.471680
	Iteration 228Q: 3 clusters Score -3.596067e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137805 members 
Mstep: Class 2 contains 152174 members 
Entering Unmasked Estep 
Score: -35960660.000000 Penalty: 6238.471680
	Iteration 229Q: 3 clusters Score -3.596066e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137672 members 
Mstep: Class 2 contains 152307 members 
Entering Unmasked Estep 
Score: -35960664.000000 Penalty: 6238.471680
	Iteration 230Q: 3 clusters Score -3.596066e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137533 members 
Mstep: Class 2 contains 152446 members 
Entering Unmasked Estep 
Score: -35960728.000000 Penalty: 6238.471680
	Iteration 231Q: 3 clusters Score -3.596073e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137414 members 
Mstep: Class 2 contains 152565 members 
Entering Unmasked Estep 
Score: -35960708.000000 Penalty: 6238.471680
	Iteration 232Q: 3 clusters Score -3.596071e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137278 members 
Mstep: Class 2 contains 152701 members 
Entering Unmasked Estep 
Score: -35960732.000000 Penalty: 6238.471680
	Iteration 233Q: 3 clusters Score -3.596073e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137124 members 
Mstep: Class 2 contains 152855 members 
Entering Unmasked Estep 
Score: -35960768.000000 Penalty: 6238.471680
	Iteration 234Q: 3 clusters Score -3.596077e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136990 members 
Mstep: Class 2 contains 152989 members 
Entering Unmasked Estep 
Score: -35960736.000000 Penalty: 6238.471680
	Iteration 235Q: 3 clusters Score -3.596074e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136856 members 
Mstep: Class 2 contains 153123 members 
Entering Unmasked Estep 
Score: -35960704.000000 Penalty: 6238.471680
	Iteration 236Q: 3 clusters Score -3.59607e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136719 members 
Mstep: Class 2 contains 153260 members 
Entering Unmasked Estep 
Score: -35960724.000000 Penalty: 6238.471680
	Iteration 237Q: 3 clusters Score -3.596072e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136572 members 
Mstep: Class 2 contains 153407 members 
Entering Unmasked Estep 
Score: -35960684.000000 Penalty: 6238.471680
	Iteration 238Q: 3 clusters Score -3.596068e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136414 members 
Mstep: Class 2 contains 153565 members 
Entering Unmasked Estep 
Score: -35960668.000000 Penalty: 6238.471680
	Iteration 239Q: 3 clusters Score -3.596067e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136252 members 
Mstep: Class 2 contains 153727 members 
Entering Unmasked Estep 
Score: -35960744.000000 Penalty: 6238.471680
	Iteration 240F: 3 clusters Score -3.596074e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136100 members 
Mstep: Class 2 contains 153879 members 
Entering Unmasked Estep 
Score: -35960744.000000 Penalty: 6238.471680
	Iteration 241Q: 3 clusters Score -3.596074e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135925 members 
Mstep: Class 2 contains 154054 members 
Entering Unmasked Estep 
Score: -35960788.000000 Penalty: 6238.471680
	Iteration 242Q: 3 clusters Score -3.596079e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135749 members 
Mstep: Class 2 contains 154230 members 
Entering Unmasked Estep 
Score: -35960796.000000 Penalty: 6238.471680
	Iteration 243Q: 3 clusters Score -3.59608e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135581 members 
Mstep: Class 2 contains 154398 members 
Entering Unmasked Estep 
Score: -35960868.000000 Penalty: 6238.471680
	Iteration 244Q: 3 clusters Score -3.596087e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135415 members 
Mstep: Class 2 contains 154564 members 
Entering Unmasked Estep 
Score: -35960872.000000 Penalty: 6238.471680
	Iteration 245Q: 3 clusters Score -3.596087e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135220 members 
Mstep: Class 2 contains 154759 members 
Entering Unmasked Estep 
Score: -35960860.000000 Penalty: 6238.471680
	Iteration 246Q: 3 clusters Score -3.596086e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135038 members 
Mstep: Class 2 contains 154941 members 
Entering Unmasked Estep 
Score: -35960932.000000 Penalty: 6238.471680
	Iteration 247Q: 3 clusters Score -3.596093e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134849 members 
Mstep: Class 2 contains 155130 members 
Entering Unmasked Estep 
Score: -35960916.000000 Penalty: 6238.471680
	Iteration 248Q: 3 clusters Score -3.596092e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134660 members 
Mstep: Class 2 contains 155319 members 
Entering Unmasked Estep 
Score: -35960880.000000 Penalty: 6238.471680
	Iteration 249Q: 3 clusters Score -3.596088e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134463 members 
Mstep: Class 2 contains 155516 members 
Entering Unmasked Estep 
Score: -35960888.000000 Penalty: 6238.471680
	Iteration 250Q: 3 clusters Score -3.596089e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134274 members 
Mstep: Class 2 contains 155705 members 
Entering Unmasked Estep 
Score: -35960936.000000 Penalty: 6238.471680
	Iteration 251Q: 3 clusters Score -3.596094e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134101 members 
Mstep: Class 2 contains 155878 members 
Entering Unmasked Estep 
Score: -35960972.000000 Penalty: 6238.471680
	Iteration 252Q: 3 clusters Score -3.596097e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133921 members 
Mstep: Class 2 contains 156058 members 
Entering Unmasked Estep 
Score: -35960964.000000 Penalty: 6238.471680
	Iteration 253Q: 3 clusters Score -3.596096e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133697 members 
Mstep: Class 2 contains 156282 members 
Entering Unmasked Estep 
Score: -35961044.000000 Penalty: 6238.471680
	Iteration 254Q: 3 clusters Score -3.596104e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133504 members 
Mstep: Class 2 contains 156475 members 
Entering Unmasked Estep 
Score: -35960992.000000 Penalty: 6238.471680
	Iteration 255Q: 3 clusters Score -3.596099e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133321 members 
Mstep: Class 2 contains 156658 members 
Entering Unmasked Estep 
Score: -35960996.000000 Penalty: 6238.471680
	Iteration 256Q: 3 clusters Score -3.5961e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133148 members 
Mstep: Class 2 contains 156831 members 
Entering Unmasked Estep 
Score: -35961028.000000 Penalty: 6238.471680
	Iteration 257Q: 3 clusters Score -3.596103e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132989 members 
Mstep: Class 2 contains 156990 members 
Entering Unmasked Estep 
Score: -35961060.000000 Penalty: 6238.471680
	Iteration 258Q: 3 clusters Score -3.596106e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132846 members 
Mstep: Class 2 contains 157133 members 
Entering Unmasked Estep 
Score: -35961104.000000 Penalty: 6238.471680
	Iteration 259Q: 3 clusters Score -3.59611e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132697 members 
Mstep: Class 2 contains 157282 members 
Entering Unmasked Estep 
Score: -35961080.000000 Penalty: 6238.471680
	Iteration 260F: 3 clusters Score -3.596108e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132536 members 
Mstep: Class 2 contains 157443 members 
Entering Unmasked Estep 
Score: -35961056.000000 Penalty: 6238.471680
	Iteration 261Q: 3 clusters Score -3.596106e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132358 members 
Mstep: Class 2 contains 157621 members 
Entering Unmasked Estep 
Score: -35961008.000000 Penalty: 6238.471680
	Iteration 262Q: 3 clusters Score -3.596101e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132168 members 
Mstep: Class 2 contains 157811 members 
Entering Unmasked Estep 
Score: -35961056.000000 Penalty: 6238.471680
	Iteration 263Q: 3 clusters Score -3.596106e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131979 members 
Mstep: Class 2 contains 158000 members 
Entering Unmasked Estep 
Score: -35961064.000000 Penalty: 6238.471680
	Iteration 264Q: 3 clusters Score -3.596106e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131800 members 
Mstep: Class 2 contains 158179 members 
Entering Unmasked Estep 
Score: -35961144.000000 Penalty: 6238.471680
	Iteration 265Q: 3 clusters Score -3.596114e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131623 members 
Mstep: Class 2 contains 158356 members 
Entering Unmasked Estep 
Score: -35961120.000000 Penalty: 6238.471680
	Iteration 266Q: 3 clusters Score -3.596112e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131450 members 
Mstep: Class 2 contains 158529 members 
Entering Unmasked Estep 
Score: -35961156.000000 Penalty: 6238.471680
	Iteration 267Q: 3 clusters Score -3.596116e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131285 members 
Mstep: Class 2 contains 158694 members 
Entering Unmasked Estep 
Score: -35961104.000000 Penalty: 6238.471680
	Iteration 268Q: 3 clusters Score -3.59611e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131123 members 
Mstep: Class 2 contains 158856 members 
Entering Unmasked Estep 
Score: -35961120.000000 Penalty: 6238.471680
	Iteration 269Q: 3 clusters Score -3.596112e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130975 members 
Mstep: Class 2 contains 159004 members 
Entering Unmasked Estep 
Score: -35961124.000000 Penalty: 6238.471680
	Iteration 270Q: 3 clusters Score -3.596112e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130830 members 
Mstep: Class 2 contains 159149 members 
Entering Unmasked Estep 
Score: -35961172.000000 Penalty: 6238.471680
	Iteration 271Q: 3 clusters Score -3.596117e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130680 members 
Mstep: Class 2 contains 159299 members 
Entering Unmasked Estep 
Score: -35961120.000000 Penalty: 6238.471680
	Iteration 272Q: 3 clusters Score -3.596112e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130522 members 
Mstep: Class 2 contains 159457 members 
Entering Unmasked Estep 
Score: -35961108.000000 Penalty: 6238.471680
	Iteration 273Q: 3 clusters Score -3.596111e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130354 members 
Mstep: Class 2 contains 159625 members 
Entering Unmasked Estep 
Score: -35961088.000000 Penalty: 6238.471680
	Iteration 274Q: 3 clusters Score -3.596109e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130217 members 
Mstep: Class 2 contains 159762 members 
Entering Unmasked Estep 
Score: -35961104.000000 Penalty: 6238.471680
	Iteration 275Q: 3 clusters Score -3.59611e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130064 members 
Mstep: Class 2 contains 159915 members 
Entering Unmasked Estep 
Score: -35961188.000000 Penalty: 6238.471680
	Iteration 276Q: 3 clusters Score -3.596119e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129885 members 
Mstep: Class 2 contains 160094 members 
Entering Unmasked Estep 
Score: -35961152.000000 Penalty: 6238.471680
	Iteration 277Q: 3 clusters Score -3.596115e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129701 members 
Mstep: Class 2 contains 160278 members 
Entering Unmasked Estep 
Score: -35961104.000000 Penalty: 6238.471680
	Iteration 278Q: 3 clusters Score -3.59611e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129521 members 
Mstep: Class 2 contains 160458 members 
Entering Unmasked Estep 
Score: -35961092.000000 Penalty: 6238.471680
	Iteration 279Q: 3 clusters Score -3.596109e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129336 members 
Mstep: Class 2 contains 160643 members 
Entering Unmasked Estep 
Score: -35961148.000000 Penalty: 6238.471680
	Iteration 280F: 3 clusters Score -3.596115e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129171 members 
Mstep: Class 2 contains 160808 members 
Entering Unmasked Estep 
Score: -35961156.000000 Penalty: 6238.471680
	Iteration 281Q: 3 clusters Score -3.596116e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128987 members 
Mstep: Class 2 contains 160992 members 
Entering Unmasked Estep 
Score: -35961112.000000 Penalty: 6238.471680
	Iteration 282Q: 3 clusters Score -3.596111e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128837 members 
Mstep: Class 2 contains 161142 members 
Entering Unmasked Estep 
Score: -35961100.000000 Penalty: 6238.471680
	Iteration 283Q: 3 clusters Score -3.59611e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128710 members 
Mstep: Class 2 contains 161269 members 
Entering Unmasked Estep 
Score: -35961160.000000 Penalty: 6238.471680
	Iteration 284Q: 3 clusters Score -3.596116e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128586 members 
Mstep: Class 2 contains 161393 members 
Entering Unmasked Estep 
Score: -35961108.000000 Penalty: 6238.471680
	Iteration 285Q: 3 clusters Score -3.596111e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128461 members 
Mstep: Class 2 contains 161518 members 
Entering Unmasked Estep 
Score: -35961136.000000 Penalty: 6238.471680
	Iteration 286Q: 3 clusters Score -3.596114e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128344 members 
Mstep: Class 2 contains 161635 members 
Entering Unmasked Estep 
Score: -35961120.000000 Penalty: 6238.471680
	Iteration 287Q: 3 clusters Score -3.596112e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128246 members 
Mstep: Class 2 contains 161733 members 
Entering Unmasked Estep 
Score: -35961116.000000 Penalty: 6238.471680
	Iteration 288Q: 3 clusters Score -3.596112e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128148 members 
Mstep: Class 2 contains 161831 members 
Entering Unmasked Estep 
Score: -35961168.000000 Penalty: 6238.471680
	Iteration 289Q: 3 clusters Score -3.596117e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128056 members 
Mstep: Class 2 contains 161923 members 
Entering Unmasked Estep 
Score: -35961156.000000 Penalty: 6238.471680
	Iteration 290Q: 3 clusters Score -3.596116e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127964 members 
Mstep: Class 2 contains 162015 members 
Entering Unmasked Estep 
Score: -35961120.000000 Penalty: 6238.471680
	Iteration 291Q: 3 clusters Score -3.596112e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127852 members 
Mstep: Class 2 contains 162127 members 
Entering Unmasked Estep 
Score: -35961064.000000 Penalty: 6238.471680
	Iteration 292Q: 3 clusters Score -3.596106e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127732 members 
Mstep: Class 2 contains 162247 members 
Entering Unmasked Estep 
Score: -35961128.000000 Penalty: 6238.471680
	Iteration 293Q: 3 clusters Score -3.596113e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127614 members 
Mstep: Class 2 contains 162365 members 
Entering Unmasked Estep 
Score: -35961148.000000 Penalty: 6238.471680
	Iteration 294Q: 3 clusters Score -3.596115e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127512 members 
Mstep: Class 2 contains 162467 members 
Entering Unmasked Estep 
Score: -35961160.000000 Penalty: 6238.471680
	Iteration 295Q: 3 clusters Score -3.596116e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127406 members 
Mstep: Class 2 contains 162573 members 
Entering Unmasked Estep 
Score: -35961212.000000 Penalty: 6238.471680
	Iteration 296Q: 3 clusters Score -3.596121e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127296 members 
Mstep: Class 2 contains 162683 members 
Entering Unmasked Estep 
Score: -35961196.000000 Penalty: 6238.471680
	Iteration 297Q: 3 clusters Score -3.59612e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127191 members 
Mstep: Class 2 contains 162788 members 
Entering Unmasked Estep 
Score: -35961192.000000 Penalty: 6238.471680
	Iteration 298Q: 3 clusters Score -3.596119e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127088 members 
Mstep: Class 2 contains 162891 members 
Entering Unmasked Estep 
Score: -35961236.000000 Penalty: 6238.471680
	Iteration 299Q: 3 clusters Score -3.596124e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126987 members 
Mstep: Class 2 contains 162992 members 
Entering Unmasked Estep 
Score: -35961256.000000 Penalty: 6238.471680
	Iteration 300F: 3 clusters Score -3.596126e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126858 members 
Mstep: Class 2 contains 163121 members 
Entering Unmasked Estep 
Score: -35961292.000000 Penalty: 6238.471680
	Iteration 301Q: 3 clusters Score -3.596129e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126729 members 
Mstep: Class 2 contains 163250 members 
Entering Unmasked Estep 
Score: -35961300.000000 Penalty: 6238.471680
	Iteration 302Q: 3 clusters Score -3.59613e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126600 members 
Mstep: Class 2 contains 163379 members 
Entering Unmasked Estep 
Score: -35961344.000000 Penalty: 6238.471680
	Iteration 303Q: 3 clusters Score -3.596134e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126473 members 
Mstep: Class 2 contains 163506 members 
Entering Unmasked Estep 
Score: -35961344.000000 Penalty: 6238.471680
	Iteration 304Q: 3 clusters Score -3.596134e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126339 members 
Mstep: Class 2 contains 163640 members 
Entering Unmasked Estep 
Score: -35961376.000000 Penalty: 6238.471680
	Iteration 305Q: 3 clusters Score -3.596138e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126230 members 
Mstep: Class 2 contains 163749 members 
Entering Unmasked Estep 
Score: -35961360.000000 Penalty: 6238.471680
	Iteration 306Q: 3 clusters Score -3.596136e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126139 members 
Mstep: Class 2 contains 163840 members 
Entering Unmasked Estep 
Score: -35961344.000000 Penalty: 6238.471680
	Iteration 307Q: 3 clusters Score -3.596134e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126036 members 
Mstep: Class 2 contains 163943 members 
Entering Unmasked Estep 
Score: -35961388.000000 Penalty: 6238.471680
	Iteration 308Q: 3 clusters Score -3.596139e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125932 members 
Mstep: Class 2 contains 164047 members 
Entering Unmasked Estep 
Score: -35961392.000000 Penalty: 6238.471680
	Iteration 309Q: 3 clusters Score -3.596139e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125844 members 
Mstep: Class 2 contains 164135 members 
Entering Unmasked Estep 
Score: -35961368.000000 Penalty: 6238.471680
	Iteration 310Q: 3 clusters Score -3.596137e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125744 members 
Mstep: Class 2 contains 164235 members 
Entering Unmasked Estep 
Score: -35961364.000000 Penalty: 6238.471680
	Iteration 311Q: 3 clusters Score -3.596136e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125639 members 
Mstep: Class 2 contains 164340 members 
Entering Unmasked Estep 
Score: -35961328.000000 Penalty: 6238.471680
	Iteration 312Q: 3 clusters Score -3.596133e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125535 members 
Mstep: Class 2 contains 164444 members 
Entering Unmasked Estep 
Score: -35961356.000000 Penalty: 6238.471680
	Iteration 313Q: 3 clusters Score -3.596136e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125444 members 
Mstep: Class 2 contains 164535 members 
Entering Unmasked Estep 
Score: -35961396.000000 Penalty: 6238.471680
	Iteration 314Q: 3 clusters Score -3.59614e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125360 members 
Mstep: Class 2 contains 164619 members 
Entering Unmasked Estep 
Score: -35961400.000000 Penalty: 6238.471680
	Iteration 315Q: 3 clusters Score -3.59614e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125241 members 
Mstep: Class 2 contains 164738 members 
Entering Unmasked Estep 
Score: -35961440.000000 Penalty: 6238.471680
	Iteration 316Q: 3 clusters Score -3.596144e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125141 members 
Mstep: Class 2 contains 164838 members 
Entering Unmasked Estep 
Score: -35961452.000000 Penalty: 6238.471680
	Iteration 317Q: 3 clusters Score -3.596145e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125041 members 
Mstep: Class 2 contains 164938 members 
Entering Unmasked Estep 
Score: -35961508.000000 Penalty: 6238.471680
	Iteration 318Q: 3 clusters Score -3.596151e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124928 members 
Mstep: Class 2 contains 165051 members 
Entering Unmasked Estep 
Score: -35961520.000000 Penalty: 6238.471680
	Iteration 319Q: 3 clusters Score -3.596152e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124823 members 
Mstep: Class 2 contains 165156 members 
Entering Unmasked Estep 
Score: -35961512.000000 Penalty: 6238.471680
	Iteration 320F: 3 clusters Score -3.596151e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124737 members 
Mstep: Class 2 contains 165242 members 
Entering Unmasked Estep 
Score: -35961544.000000 Penalty: 6238.471680
	Iteration 321Q: 3 clusters Score -3.596154e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124641 members 
Mstep: Class 2 contains 165338 members 
Entering Unmasked Estep 
Score: -35961504.000000 Penalty: 6238.471680
	Iteration 322Q: 3 clusters Score -3.59615e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124537 members 
Mstep: Class 2 contains 165442 members 
Entering Unmasked Estep 
Score: -35961516.000000 Penalty: 6238.471680
	Iteration 323Q: 3 clusters Score -3.596152e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124436 members 
Mstep: Class 2 contains 165543 members 
Entering Unmasked Estep 
Score: -35961532.000000 Penalty: 6238.471680
	Iteration 324Q: 3 clusters Score -3.596153e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124320 members 
Mstep: Class 2 contains 165659 members 
Entering Unmasked Estep 
Score: -35961524.000000 Penalty: 6238.471680
	Iteration 325Q: 3 clusters Score -3.596152e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124199 members 
Mstep: Class 2 contains 165780 members 
Entering Unmasked Estep 
Score: -35961580.000000 Penalty: 6238.471680
	Iteration 326Q: 3 clusters Score -3.596158e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124071 members 
Mstep: Class 2 contains 165908 members 
Entering Unmasked Estep 
Score: -35961552.000000 Penalty: 6238.471680
	Iteration 327Q: 3 clusters Score -3.596155e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123925 members 
Mstep: Class 2 contains 166054 members 
Entering Unmasked Estep 
Score: -35961616.000000 Penalty: 6238.471680
	Iteration 328Q: 3 clusters Score -3.596162e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123764 members 
Mstep: Class 2 contains 166215 members 
Entering Unmasked Estep 
Score: -35961684.000000 Penalty: 6238.471680
	Iteration 329Q: 3 clusters Score -3.596168e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123609 members 
Mstep: Class 2 contains 166370 members 
Entering Unmasked Estep 
Score: -35961656.000000 Penalty: 6238.471680
	Iteration 330Q: 3 clusters Score -3.596166e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123470 members 
Mstep: Class 2 contains 166509 members 
Entering Unmasked Estep 
Score: -35961680.000000 Penalty: 6238.471680
	Iteration 331Q: 3 clusters Score -3.596168e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123338 members 
Mstep: Class 2 contains 166641 members 
Entering Unmasked Estep 
Score: -35961684.000000 Penalty: 6238.471680
	Iteration 332Q: 3 clusters Score -3.596168e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123221 members 
Mstep: Class 2 contains 166758 members 
Entering Unmasked Estep 
Score: -35961700.000000 Penalty: 6238.471680
	Iteration 333Q: 3 clusters Score -3.59617e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123117 members 
Mstep: Class 2 contains 166862 members 
Entering Unmasked Estep 
Score: -35961632.000000 Penalty: 6238.471680
	Iteration 334Q: 3 clusters Score -3.596163e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123025 members 
Mstep: Class 2 contains 166954 members 
Entering Unmasked Estep 
Score: -35961664.000000 Penalty: 6238.471680
	Iteration 335Q: 3 clusters Score -3.596166e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122936 members 
Mstep: Class 2 contains 167043 members 
Entering Unmasked Estep 
Score: -35961664.000000 Penalty: 6238.471680
	Iteration 336Q: 3 clusters Score -3.596166e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122840 members 
Mstep: Class 2 contains 167139 members 
Entering Unmasked Estep 
Score: -35961628.000000 Penalty: 6238.471680
	Iteration 337Q: 3 clusters Score -3.596163e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122751 members 
Mstep: Class 2 contains 167228 members 
Entering Unmasked Estep 
Score: -35961672.000000 Penalty: 6238.471680
	Iteration 338Q: 3 clusters Score -3.596167e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122657 members 
Mstep: Class 2 contains 167322 members 
Entering Unmasked Estep 
Score: -35961684.000000 Penalty: 6238.471680
	Iteration 339Q: 3 clusters Score -3.596168e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122592 members 
Mstep: Class 2 contains 167387 members 
Entering Unmasked Estep 
Score: -35961712.000000 Penalty: 6238.471680
	Iteration 340F: 3 clusters Score -3.596171e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122526 members 
Mstep: Class 2 contains 167453 members 
Entering Unmasked Estep 
Score: -35961728.000000 Penalty: 6238.471680
	Iteration 341Q: 3 clusters Score -3.596173e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122450 members 
Mstep: Class 2 contains 167529 members 
Entering Unmasked Estep 
Score: -35961692.000000 Penalty: 6238.471680
	Iteration 342Q: 3 clusters Score -3.596169e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122371 members 
Mstep: Class 2 contains 167608 members 
Entering Unmasked Estep 
Score: -35961700.000000 Penalty: 6238.471680
	Iteration 343Q: 3 clusters Score -3.59617e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122302 members 
Mstep: Class 2 contains 167677 members 
Entering Unmasked Estep 
Score: -35961740.000000 Penalty: 6238.471680
	Iteration 344Q: 3 clusters Score -3.596174e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122209 members 
Mstep: Class 2 contains 167770 members 
Entering Unmasked Estep 
Score: -35961748.000000 Penalty: 6238.471680
	Iteration 345Q: 3 clusters Score -3.596175e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122127 members 
Mstep: Class 2 contains 167852 members 
Entering Unmasked Estep 
Score: -35961772.000000 Penalty: 6238.471680
	Iteration 346Q: 3 clusters Score -3.596177e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122038 members 
Mstep: Class 2 contains 167941 members 
Entering Unmasked Estep 
Score: -35961732.000000 Penalty: 6238.471680
	Iteration 347Q: 3 clusters Score -3.596173e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121944 members 
Mstep: Class 2 contains 168035 members 
Entering Unmasked Estep 
Score: -35961796.000000 Penalty: 6238.471680
	Iteration 348Q: 3 clusters Score -3.59618e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121848 members 
Mstep: Class 2 contains 168131 members 
Entering Unmasked Estep 
Score: -35961820.000000 Penalty: 6238.471680
	Iteration 349Q: 3 clusters Score -3.596182e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121740 members 
Mstep: Class 2 contains 168239 members 
Entering Unmasked Estep 
Score: -35961852.000000 Penalty: 6238.471680
	Iteration 350Q: 3 clusters Score -3.596185e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121618 members 
Mstep: Class 2 contains 168361 members 
Entering Unmasked Estep 
Score: -35961780.000000 Penalty: 6238.471680
	Iteration 351Q: 3 clusters Score -3.596178e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121485 members 
Mstep: Class 2 contains 168494 members 
Entering Unmasked Estep 
Score: -35961776.000000 Penalty: 6238.471680
	Iteration 352Q: 3 clusters Score -3.596178e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121342 members 
Mstep: Class 2 contains 168637 members 
Entering Unmasked Estep 
Score: -35961808.000000 Penalty: 6238.471680
	Iteration 353Q: 3 clusters Score -3.596181e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121198 members 
Mstep: Class 2 contains 168781 members 
Entering Unmasked Estep 
Score: -35961800.000000 Penalty: 6238.471680
	Iteration 354Q: 3 clusters Score -3.59618e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121045 members 
Mstep: Class 2 contains 168934 members 
Entering Unmasked Estep 
Score: -35961748.000000 Penalty: 6238.471680
	Iteration 355Q: 3 clusters Score -3.596175e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120900 members 
Mstep: Class 2 contains 169079 members 
Entering Unmasked Estep 
Score: -35961712.000000 Penalty: 6238.471680
	Iteration 356Q: 3 clusters Score -3.596171e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120744 members 
Mstep: Class 2 contains 169235 members 
Entering Unmasked Estep 
Score: -35961668.000000 Penalty: 6238.471680
	Iteration 357Q: 3 clusters Score -3.596167e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120565 members 
Mstep: Class 2 contains 169414 members 
Entering Unmasked Estep 
Score: -35961728.000000 Penalty: 6238.471680
	Iteration 358Q: 3 clusters Score -3.596173e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120384 members 
Mstep: Class 2 contains 169595 members 
Entering Unmasked Estep 
Score: -35961692.000000 Penalty: 6238.471680
	Iteration 359Q: 3 clusters Score -3.596169e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120192 members 
Mstep: Class 2 contains 169787 members 
Entering Unmasked Estep 
Score: -35961776.000000 Penalty: 6238.471680
	Iteration 360F: 3 clusters Score -3.596178e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120009 members 
Mstep: Class 2 contains 169970 members 
Entering Unmasked Estep 
Score: -35961748.000000 Penalty: 6238.471680
	Iteration 361Q: 3 clusters Score -3.596175e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119821 members 
Mstep: Class 2 contains 170158 members 
Entering Unmasked Estep 
Score: -35961784.000000 Penalty: 6238.471680
	Iteration 362Q: 3 clusters Score -3.596178e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119620 members 
Mstep: Class 2 contains 170359 members 
Entering Unmasked Estep 
Score: -35961812.000000 Penalty: 6238.471680
	Iteration 363Q: 3 clusters Score -3.596181e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119417 members 
Mstep: Class 2 contains 170562 members 
Entering Unmasked Estep 
Score: -35961872.000000 Penalty: 6238.471680
	Iteration 364Q: 3 clusters Score -3.596187e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119180 members 
Mstep: Class 2 contains 170799 members 
Entering Unmasked Estep 
Score: -35961904.000000 Penalty: 6238.471680
	Iteration 365Q: 3 clusters Score -3.59619e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118921 members 
Mstep: Class 2 contains 171058 members 
Entering Unmasked Estep 
Score: -35961844.000000 Penalty: 6238.471680
	Iteration 366Q: 3 clusters Score -3.596184e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118697 members 
Mstep: Class 2 contains 171282 members 
Entering Unmasked Estep 
Score: -35961872.000000 Penalty: 6238.471680
	Iteration 367Q: 3 clusters Score -3.596187e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118453 members 
Mstep: Class 2 contains 171526 members 
Entering Unmasked Estep 
Score: -35961888.000000 Penalty: 6238.471680
	Iteration 368Q: 3 clusters Score -3.596189e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118181 members 
Mstep: Class 2 contains 171798 members 
Entering Unmasked Estep 
Score: -35961968.000000 Penalty: 6238.471680
	Iteration 369Q: 3 clusters Score -3.596197e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117896 members 
Mstep: Class 2 contains 172083 members 
Entering Unmasked Estep 
Score: -35961964.000000 Penalty: 6238.471680
	Iteration 370Q: 3 clusters Score -3.596196e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117583 members 
Mstep: Class 2 contains 172396 members 
Entering Unmasked Estep 
Score: -35961936.000000 Penalty: 6238.471680
	Iteration 371Q: 3 clusters Score -3.596194e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117268 members 
Mstep: Class 2 contains 172711 members 
Entering Unmasked Estep 
Score: -35961916.000000 Penalty: 6238.471680
	Iteration 372Q: 3 clusters Score -3.596192e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116930 members 
Mstep: Class 2 contains 173049 members 
Entering Unmasked Estep 
Score: -35961956.000000 Penalty: 6238.471680
	Iteration 373Q: 3 clusters Score -3.596196e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116601 members 
Mstep: Class 2 contains 173378 members 
Entering Unmasked Estep 
Score: -35961936.000000 Penalty: 6238.471680
	Iteration 374Q: 3 clusters Score -3.596194e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116271 members 
Mstep: Class 2 contains 173708 members 
Entering Unmasked Estep 
Score: -35962044.000000 Penalty: 6238.471680
	Iteration 375Q: 3 clusters Score -3.596204e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115939 members 
Mstep: Class 2 contains 174040 members 
Entering Unmasked Estep 
Score: -35962112.000000 Penalty: 6238.471680
	Iteration 376Q: 3 clusters Score -3.596211e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115630 members 
Mstep: Class 2 contains 174349 members 
Entering Unmasked Estep 
Score: -35962108.000000 Penalty: 6238.471680
	Iteration 377Q: 3 clusters Score -3.596211e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115308 members 
Mstep: Class 2 contains 174671 members 
Entering Unmasked Estep 
Score: -35962076.000000 Penalty: 6238.471680
	Iteration 378Q: 3 clusters Score -3.596208e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114965 members 
Mstep: Class 2 contains 175014 members 
Entering Unmasked Estep 
Score: -35962072.000000 Penalty: 6238.471680
	Iteration 379Q: 3 clusters Score -3.596207e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114631 members 
Mstep: Class 2 contains 175348 members 
Entering Unmasked Estep 
Score: -35962024.000000 Penalty: 6238.471680
	Iteration 380F: 3 clusters Score -3.596202e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114296 members 
Mstep: Class 2 contains 175683 members 
Entering Unmasked Estep 
Score: -35962044.000000 Penalty: 6238.471680
	Iteration 381Q: 3 clusters Score -3.596204e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113909 members 
Mstep: Class 2 contains 176070 members 
Entering Unmasked Estep 
Score: -35962056.000000 Penalty: 6238.471680
	Iteration 382Q: 3 clusters Score -3.596206e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113527 members 
Mstep: Class 2 contains 176452 members 
Entering Unmasked Estep 
Score: -35962076.000000 Penalty: 6238.471680
	Iteration 383Q: 3 clusters Score -3.596208e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113123 members 
Mstep: Class 2 contains 176856 members 
Entering Unmasked Estep 
Score: -35962056.000000 Penalty: 6238.471680
	Iteration 384Q: 3 clusters Score -3.596206e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112667 members 
Mstep: Class 2 contains 177312 members 
Entering Unmasked Estep 
Score: -35962048.000000 Penalty: 6238.471680
	Iteration 385Q: 3 clusters Score -3.596205e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112198 members 
Mstep: Class 2 contains 177781 members 
Entering Unmasked Estep 
Score: -35962044.000000 Penalty: 6238.471680
	Iteration 386Q: 3 clusters Score -3.596204e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111722 members 
Mstep: Class 2 contains 178257 members 
Entering Unmasked Estep 
Score: -35962036.000000 Penalty: 6238.471680
	Iteration 387Q: 3 clusters Score -3.596204e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111252 members 
Mstep: Class 2 contains 178727 members 
Entering Unmasked Estep 
Score: -35962024.000000 Penalty: 6238.471680
	Iteration 388Q: 3 clusters Score -3.596202e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110796 members 
Mstep: Class 2 contains 179183 members 
Entering Unmasked Estep 
Score: -35962100.000000 Penalty: 6238.471680
	Iteration 389Q: 3 clusters Score -3.59621e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110328 members 
Mstep: Class 2 contains 179651 members 
Entering Unmasked Estep 
Score: -35962180.000000 Penalty: 6238.471680
	Iteration 390Q: 3 clusters Score -3.596218e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109837 members 
Mstep: Class 2 contains 180142 members 
Entering Unmasked Estep 
Score: -35962252.000000 Penalty: 6238.471680
	Iteration 391Q: 3 clusters Score -3.596225e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109336 members 
Mstep: Class 2 contains 180643 members 
Entering Unmasked Estep 
Score: -35962364.000000 Penalty: 6238.471680
	Iteration 392Q: 3 clusters Score -3.596236e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108867 members 
Mstep: Class 2 contains 181112 members 
Entering Unmasked Estep 
Score: -35962384.000000 Penalty: 6238.471680
	Iteration 393Q: 3 clusters Score -3.596238e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108383 members 
Mstep: Class 2 contains 181596 members 
Entering Unmasked Estep 
Score: -35962484.000000 Penalty: 6238.471680
	Iteration 394Q: 3 clusters Score -3.596248e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107887 members 
Mstep: Class 2 contains 182092 members 
Entering Unmasked Estep 
Score: -35962468.000000 Penalty: 6238.471680
	Iteration 395Q: 3 clusters Score -3.596247e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107422 members 
Mstep: Class 2 contains 182557 members 
Entering Unmasked Estep 
Score: -35962384.000000 Penalty: 6238.471680
	Iteration 396Q: 3 clusters Score -3.596238e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106960 members 
Mstep: Class 2 contains 183019 members 
Entering Unmasked Estep 
Score: -35962344.000000 Penalty: 6238.471680
	Iteration 397Q: 3 clusters Score -3.596234e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106509 members 
Mstep: Class 2 contains 183470 members 
Entering Unmasked Estep 
Score: -35962316.000000 Penalty: 6238.471680
	Iteration 398Q: 3 clusters Score -3.596232e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105977 members 
Mstep: Class 2 contains 184002 members 
Entering Unmasked Estep 
Score: -35962336.000000 Penalty: 6238.471680
	Iteration 399Q: 3 clusters Score -3.596234e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105424 members 
Mstep: Class 2 contains 184555 members 
Entering Unmasked Estep 
Score: -35962480.000000 Penalty: 6238.471680
	Iteration 400F: 3 clusters Score -3.596248e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104843 members 
Mstep: Class 2 contains 185136 members 
Entering Unmasked Estep 
Score: -35962548.000000 Penalty: 6238.471680
	Iteration 401Q: 3 clusters Score -3.596255e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104284 members 
Mstep: Class 2 contains 185695 members 
Entering Unmasked Estep 
Score: -35962576.000000 Penalty: 6238.471680
	Iteration 402Q: 3 clusters Score -3.596258e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103709 members 
Mstep: Class 2 contains 186270 members 
Entering Unmasked Estep 
Score: -35962672.000000 Penalty: 6238.471680
	Iteration 403Q: 3 clusters Score -3.596267e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103136 members 
Mstep: Class 2 contains 186843 members 
Entering Unmasked Estep 
Score: -35962644.000000 Penalty: 6238.471680
	Iteration 404Q: 3 clusters Score -3.596264e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102551 members 
Mstep: Class 2 contains 187428 members 
Entering Unmasked Estep 
Score: -35962564.000000 Penalty: 6238.471680
	Iteration 405Q: 3 clusters Score -3.596256e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101927 members 
Mstep: Class 2 contains 188052 members 
Entering Unmasked Estep 
Score: -35962664.000000 Penalty: 6238.471680
	Iteration 406Q: 3 clusters Score -3.596266e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101283 members 
Mstep: Class 2 contains 188696 members 
Entering Unmasked Estep 
Score: -35962772.000000 Penalty: 6238.471680
	Iteration 407Q: 3 clusters Score -3.596277e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100648 members 
Mstep: Class 2 contains 189331 members 
Entering Unmasked Estep 
Score: -35962824.000000 Penalty: 6238.471680
	Iteration 408Q: 3 clusters Score -3.596282e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100005 members 
Mstep: Class 2 contains 189974 members 
Entering Unmasked Estep 
Score: -35962852.000000 Penalty: 6238.471680
	Iteration 409Q: 3 clusters Score -3.596285e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99389 members 
Mstep: Class 2 contains 190590 members 
Entering Unmasked Estep 
Score: -35962952.000000 Penalty: 6238.471680
	Iteration 410Q: 3 clusters Score -3.596295e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98738 members 
Mstep: Class 2 contains 191241 members 
Entering Unmasked Estep 
Score: -35962956.000000 Penalty: 6238.471680
	Iteration 411Q: 3 clusters Score -3.596296e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98080 members 
Mstep: Class 2 contains 191899 members 
Entering Unmasked Estep 
Score: -35963096.000000 Penalty: 6238.471680
	Iteration 412Q: 3 clusters Score -3.59631e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97426 members 
Mstep: Class 2 contains 192553 members 
Entering Unmasked Estep 
Score: -35963172.000000 Penalty: 6238.471680
	Iteration 413Q: 3 clusters Score -3.596317e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96742 members 
Mstep: Class 2 contains 193237 members 
Entering Unmasked Estep 
Score: -35963236.000000 Penalty: 6238.471680
	Iteration 414Q: 3 clusters Score -3.596324e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96053 members 
Mstep: Class 2 contains 193926 members 
Entering Unmasked Estep 
Score: -35963348.000000 Penalty: 6238.471680
	Iteration 415Q: 3 clusters Score -3.596335e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95371 members 
Mstep: Class 2 contains 194608 members 
Entering Unmasked Estep 
Score: -35963368.000000 Penalty: 6238.471680
	Iteration 416Q: 3 clusters Score -3.596337e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94683 members 
Mstep: Class 2 contains 195296 members 
Entering Unmasked Estep 
Score: -35963480.000000 Penalty: 6238.471680
	Iteration 417Q: 3 clusters Score -3.596348e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94064 members 
Mstep: Class 2 contains 195915 members 
Entering Unmasked Estep 
Score: -35963532.000000 Penalty: 6238.471680
	Iteration 418Q: 3 clusters Score -3.596353e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93478 members 
Mstep: Class 2 contains 196501 members 
Entering Unmasked Estep 
Score: -35963612.000000 Penalty: 6238.471680
	Iteration 419Q: 3 clusters Score -3.596361e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92910 members 
Mstep: Class 2 contains 197069 members 
Entering Unmasked Estep 
Score: -35963668.000000 Penalty: 6238.471680
	Iteration 420F: 3 clusters Score -3.596367e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92301 members 
Mstep: Class 2 contains 197678 members 
Entering Unmasked Estep 
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	Iteration 421Q: 3 clusters Score -3.596373e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91699 members 
Mstep: Class 2 contains 198280 members 
Entering Unmasked Estep 
Score: -35963776.000000 Penalty: 6238.471680
	Iteration 422Q: 3 clusters Score -3.596378e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91111 members 
Mstep: Class 2 contains 198868 members 
Entering Unmasked Estep 
Score: -35963744.000000 Penalty: 6238.471680
	Iteration 423Q: 3 clusters Score -3.596374e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90493 members 
Mstep: Class 2 contains 199486 members 
Entering Unmasked Estep 
Score: -35963796.000000 Penalty: 6238.471680
	Iteration 424Q: 3 clusters Score -3.59638e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 200142 members 
Entering Unmasked Estep 
Score: -35963824.000000 Penalty: 6238.471680
	Iteration 425Q: 3 clusters Score -3.596382e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89115 members 
Mstep: Class 2 contains 200864 members 
Entering Unmasked Estep 
Score: -35963892.000000 Penalty: 6238.471680
	Iteration 426Q: 3 clusters Score -3.596389e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88330 members 
Mstep: Class 2 contains 201649 members 
Entering Unmasked Estep 
Score: -35963948.000000 Penalty: 6238.471680
	Iteration 427Q: 3 clusters Score -3.596395e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 202468 members 
Entering Unmasked Estep 
Score: -35964088.000000 Penalty: 6238.471680
	Iteration 428Q: 3 clusters Score -3.596409e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86654 members 
Mstep: Class 2 contains 203325 members 
Entering Unmasked Estep 
Score: -35963996.000000 Penalty: 6238.471680
	Iteration 429Q: 3 clusters Score -3.5964e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85795 members 
Mstep: Class 2 contains 204184 members 
Entering Unmasked Estep 
Score: -35963976.000000 Penalty: 6238.471680
	Iteration 430Q: 3 clusters Score -3.596398e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84939 members 
Mstep: Class 2 contains 205040 members 
Entering Unmasked Estep 
Score: -35963988.000000 Penalty: 6238.471680
	Iteration 431Q: 3 clusters Score -3.596399e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84038 members 
Mstep: Class 2 contains 205941 members 
Entering Unmasked Estep 
Score: -35964160.000000 Penalty: 6238.471680
	Iteration 432Q: 3 clusters Score -3.596416e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83110 members 
Mstep: Class 2 contains 206869 members 
Entering Unmasked Estep 
Score: -35964256.000000 Penalty: 6238.471680
	Iteration 433Q: 3 clusters Score -3.596426e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82109 members 
Mstep: Class 2 contains 207870 members 
Entering Unmasked Estep 
Score: -35964284.000000 Penalty: 6238.471680
	Iteration 434Q: 3 clusters Score -3.596428e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81048 members 
Mstep: Class 2 contains 208931 members 
Entering Unmasked Estep 
Score: -35964248.000000 Penalty: 6238.471680
	Iteration 435Q: 3 clusters Score -3.596425e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79838 members 
Mstep: Class 2 contains 210141 members 
Entering Unmasked Estep 
Score: -35964424.000000 Penalty: 6238.471680
	Iteration 436Q: 3 clusters Score -3.596442e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78529 members 
Mstep: Class 2 contains 211450 members 
Entering Unmasked Estep 
Score: -35964608.000000 Penalty: 6238.471680
	Iteration 437Q: 3 clusters Score -3.596461e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77151 members 
Mstep: Class 2 contains 212828 members 
Entering Unmasked Estep 
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	Iteration 438Q: 3 clusters Score -3.596469e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75658 members 
Mstep: Class 2 contains 214321 members 
Entering Unmasked Estep 
Score: -35964836.000000 Penalty: 6238.471680
	Iteration 439Q: 3 clusters Score -3.596484e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74048 members 
Mstep: Class 2 contains 215931 members 
Entering Unmasked Estep 
Score: -35964996.000000 Penalty: 6238.471680
	Iteration 440F: 3 clusters Score -3.5965e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72305 members 
Mstep: Class 2 contains 217674 members 
Entering Unmasked Estep 
Score: -35965144.000000 Penalty: 6238.471680
	Iteration 441Q: 3 clusters Score -3.596514e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70530 members 
Mstep: Class 2 contains 219449 members 
Entering Unmasked Estep 
Score: -35965292.000000 Penalty: 6238.471680
	Iteration 442Q: 3 clusters Score -3.596529e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68626 members 
Mstep: Class 2 contains 221353 members 
Entering Unmasked Estep 
Score: -35965608.000000 Penalty: 6238.471680
	Iteration 443Q: 3 clusters Score -3.596561e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66694 members 
Mstep: Class 2 contains 223285 members 
Entering Unmasked Estep 
Score: -35965824.000000 Penalty: 6238.471680
	Iteration 444Q: 3 clusters Score -3.596582e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64729 members 
Mstep: Class 2 contains 225250 members 
Entering Unmasked Estep 
Score: -35965944.000000 Penalty: 6238.471680
	Iteration 445Q: 3 clusters Score -3.596594e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62711 members 
Mstep: Class 2 contains 227268 members 
Entering Unmasked Estep 
Score: -35965832.000000 Penalty: 6238.471680
	Iteration 446Q: 3 clusters Score -3.596583e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60734 members 
Mstep: Class 2 contains 229245 members 
Entering Unmasked Estep 
Score: -35966060.000000 Penalty: 6238.471680
	Iteration 447Q: 3 clusters Score -3.596606e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 231223 members 
Entering Unmasked Estep 
Score: -35966340.000000 Penalty: 6238.471680
	Iteration 448Q: 3 clusters Score -3.596634e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 233281 members 
Entering Unmasked Estep 
Score: -35966484.000000 Penalty: 6238.471680
	Iteration 449Q: 3 clusters Score -3.596648e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54545 members 
Mstep: Class 2 contains 235434 members 
Entering Unmasked Estep 
Score: -35966560.000000 Penalty: 6238.471680
	Iteration 450Q: 3 clusters Score -3.596656e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 237556 members 
Entering Unmasked Estep 
Score: -35966652.000000 Penalty: 6238.471680
	Iteration 451Q: 3 clusters Score -3.596665e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 239800 members 
Entering Unmasked Estep 
Score: -35966836.000000 Penalty: 6238.471680
	Iteration 452Q: 3 clusters Score -3.596684e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 242270 members 
Entering Unmasked Estep 
Score: -35967076.000000 Penalty: 6238.471680
	Iteration 453Q: 3 clusters Score -3.596708e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 245055 members 
Entering Unmasked Estep 
Score: -35967584.000000 Penalty: 6238.471680
	Iteration 454Q: 3 clusters Score -3.596758e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 248071 members 
Entering Unmasked Estep 
Score: -35967788.000000 Penalty: 6238.471680
	Iteration 455Q: 3 clusters Score -3.596779e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 251267 members 
Entering Unmasked Estep 
Score: -35968076.000000 Penalty: 6238.471680
	Iteration 456Q: 3 clusters Score -3.596808e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 254576 members 
Entering Unmasked Estep 
Score: -35968172.000000 Penalty: 6238.471680
	Iteration 457Q: 3 clusters Score -3.596817e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 257842 members 
Entering Unmasked Estep 
Score: -35968496.000000 Penalty: 6238.471680
	Iteration 458Q: 3 clusters Score -3.59685e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 261147 members 
Entering Unmasked Estep 
Score: -35968836.000000 Penalty: 6238.471680
	Iteration 459Q: 3 clusters Score -3.596884e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 264217 members 
Entering Unmasked Estep 
Score: -35969096.000000 Penalty: 6238.471680
	Iteration 460F: 3 clusters Score -3.59691e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 267214 members 
Entering Unmasked Estep 
Score: -35969164.000000 Penalty: 6238.471680
	Iteration 461Q: 3 clusters Score -3.596916e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 269900 members 
Entering Unmasked Estep 
Score: -35969268.000000 Penalty: 6238.471680
	Iteration 462Q: 3 clusters Score -3.596927e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 272270 members 
Entering Unmasked Estep 
Score: -35969508.000000 Penalty: 6238.471680
	Iteration 463Q: 3 clusters Score -3.596951e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 274396 members 
Entering Unmasked Estep 
Score: -35969800.000000 Penalty: 6238.471680
	Iteration 464Q: 3 clusters Score -3.59698e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 276304 members 
Entering Unmasked Estep 
Score: -35969760.000000 Penalty: 6238.471680
	Iteration 465Q: 3 clusters Score -3.596976e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 277953 members 
Entering Unmasked Estep 
Score: -35969892.000000 Penalty: 6238.471680
	Iteration 466Q: 3 clusters Score -3.596989e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 279382 members 
Entering Unmasked Estep 
Score: -35969872.000000 Penalty: 6238.471680
	Iteration 467Q: 3 clusters Score -3.596987e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 280601 members 
Entering Unmasked Estep 
Score: -35969900.000000 Penalty: 6238.471680
	Iteration 468Q: 3 clusters Score -3.59699e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 281664 members 
Entering Unmasked Estep 
Score: -35969776.000000 Penalty: 6238.471680
	Iteration 469Q: 3 clusters Score -3.596978e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 282574 members 
Entering Unmasked Estep 
Score: -35969688.000000 Penalty: 6238.471680
	Iteration 470Q: 3 clusters Score -3.596969e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 283353 members 
Entering Unmasked Estep 
Score: -35969628.000000 Penalty: 6238.471680
	Iteration 471Q: 3 clusters Score -3.596963e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 284031 members 
Entering Unmasked Estep 
Score: -35969600.000000 Penalty: 6238.471680
	Iteration 472Q: 3 clusters Score -3.59696e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 284580 members 
Entering Unmasked Estep 
Score: -35969552.000000 Penalty: 6238.471680
	Iteration 473Q: 3 clusters Score -3.596955e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 285037 members 
Entering Unmasked Estep 
Score: -35969624.000000 Penalty: 6238.471680
	Iteration 474Q: 3 clusters Score -3.596962e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 285431 members 
Entering Unmasked Estep 
Score: -35969552.000000 Penalty: 6238.471680
	Iteration 475Q: 3 clusters Score -3.596955e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 285772 members 
Entering Unmasked Estep 
Score: -35969556.000000 Penalty: 6238.471680
	Iteration 476Q: 3 clusters Score -3.596956e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 286062 members 
Entering Unmasked Estep 
Score: -35969608.000000 Penalty: 6238.471680
	Iteration 477Q: 3 clusters Score -3.596961e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 286326 members 
Entering Unmasked Estep 
Score: -35969604.000000 Penalty: 6238.471680
	Iteration 478Q: 3 clusters Score -3.59696e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 286535 members 
Entering Unmasked Estep 
Score: -35969520.000000 Penalty: 6238.471680
	Iteration 479Q: 3 clusters Score -3.596952e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 286728 members 
Entering Unmasked Estep 
Score: -35969500.000000 Penalty: 6238.471680
	Iteration 480F: 3 clusters Score -3.59695e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 286884 members 
Entering Unmasked Estep 
Score: -35969448.000000 Penalty: 6238.471680
	Iteration 481Q: 3 clusters Score -3.596945e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 287026 members 
Entering Unmasked Estep 
Score: -35969484.000000 Penalty: 6238.471680
	Iteration 482Q: 3 clusters Score -3.596948e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 287159 members 
Entering Unmasked Estep 
Score: -35969432.000000 Penalty: 6238.471680
	Iteration 483Q: 3 clusters Score -3.596943e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 287265 members 
Entering Unmasked Estep 
Score: -35969376.000000 Penalty: 6238.471680
	Iteration 484Q: 3 clusters Score -3.596938e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 287355 members 
Entering Unmasked Estep 
Score: -35969332.000000 Penalty: 6238.471680
	Iteration 485Q: 3 clusters Score -3.596933e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 287432 members 
Entering Unmasked Estep 
Score: -35969336.000000 Penalty: 6238.471680
	Iteration 486Q: 3 clusters Score -3.596934e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 287506 members 
Entering Unmasked Estep 
Score: -35969332.000000 Penalty: 6238.471680
	Iteration 487Q: 3 clusters Score -3.596933e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 287576 members 
Entering Unmasked Estep 
Score: -35969396.000000 Penalty: 6238.471680
	Iteration 488Q: 3 clusters Score -3.59694e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 287648 members 
Entering Unmasked Estep 
Score: -35969352.000000 Penalty: 6238.471680
	Iteration 489Q: 3 clusters Score -3.596935e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 287693 members 
Entering Unmasked Estep 
Score: -35969316.000000 Penalty: 6238.471680
	Iteration 490Q: 3 clusters Score -3.596932e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 287733 members 
Entering Unmasked Estep 
Score: -35969300.000000 Penalty: 6238.471680
	Iteration 491Q: 3 clusters Score -3.59693e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 287771 members 
Entering Unmasked Estep 
Score: -35969288.000000 Penalty: 6238.471680
	Iteration 492Q: 3 clusters Score -3.596929e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 287803 members 
Entering Unmasked Estep 
Score: -35969260.000000 Penalty: 6238.471680
	Iteration 493Q: 3 clusters Score -3.596926e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 287836 members 
Entering Unmasked Estep 
Score: -35969260.000000 Penalty: 6238.471680
	Iteration 494Q: 3 clusters Score -3.596926e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 287860 members 
Entering Unmasked Estep 
Score: -35969256.000000 Penalty: 6238.471680
	Iteration 495Q: 3 clusters Score -3.596926e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 287889 members 
Entering Unmasked Estep 
Score: -35969252.000000 Penalty: 6238.471680
	Iteration 496Q: 3 clusters Score -3.596925e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 287912 members 
Entering Unmasked Estep 
Score: -35969240.000000 Penalty: 6238.471680
	Iteration 497Q: 3 clusters Score -3.596924e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 287940 members 
Entering Unmasked Estep 
Score: -35969244.000000 Penalty: 6238.471680
	Iteration 498Q: 3 clusters Score -3.596924e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 287954 members 
Entering Unmasked Estep 
Score: -35969240.000000 Penalty: 6238.471680
	Iteration 499Q: 3 clusters Score -3.596924e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 287976 members 
Entering Unmasked Estep 
Score: -35969188.000000 Penalty: 6238.471680
	Iteration 500F: 3 clusters Score -3.596919e+07 nChanged 14
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 2 (56180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56180 members 
Entering Unmasked Estep 
Score: -7060819.000000 Penalty: 2712.206543
	Iteration 0F: 2 clusters Score -7060819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -7023120.500000 Penalty: 5424.413086
	Iteration 0F: 3 clusters Score -7023120 nChanged 26102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -7037696.500000 Penalty: 5424.413086
	Iteration 1F: 3 clusters Score -7037696 nChanged 2176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -7038265.500000 Penalty: 5424.413086
	Iteration 2Q: 3 clusters Score -7038266 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -7039033.000000 Penalty: 5424.413086
	Iteration 3Q: 3 clusters Score -7039033 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -7039822.000000 Penalty: 5424.413086
	Iteration 4Q: 3 clusters Score -7039822 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -7040763.500000 Penalty: 5424.413086
	Iteration 5Q: 3 clusters Score -7040764 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -7041971.500000 Penalty: 5424.413086
	Iteration 6Q: 3 clusters Score -7041972 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -7043569.500000 Penalty: 5424.413086
	Iteration 7F: 3 clusters Score -7043570 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -7045544.000000 Penalty: 5424.413086
	Iteration 8F: 3 clusters Score -7045544 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -7047953.500000 Penalty: 5424.413086
	Iteration 9F: 3 clusters Score -7047954 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -7050452.500000 Penalty: 5424.413086
	Iteration 10F: 3 clusters Score -7050452 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -7052365.500000 Penalty: 5424.413086
	Iteration 11Q: 3 clusters Score -7052366 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -7053454.500000 Penalty: 5424.413086
	Iteration 12Q: 3 clusters Score -7053454 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -7054069.500000 Penalty: 5424.413086
	Iteration 13Q: 3 clusters Score -7054070 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -7054581.000000 Penalty: 5424.413086
	Iteration 14Q: 3 clusters Score -7054581 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -7055001.500000 Penalty: 5424.413086
	Iteration 15Q: 3 clusters Score -7055002 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -7055442.500000 Penalty: 5424.413086
	Iteration 16Q: 3 clusters Score -7055442 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -7055817.500000 Penalty: 5424.413086
	Iteration 17Q: 3 clusters Score -7055818 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -7056164.000000 Penalty: 5424.413086
	Iteration 18Q: 3 clusters Score -7056164 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -7056506.500000 Penalty: 5424.413086
	Iteration 19Q: 3 clusters Score -7056506 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -7056795.500000 Penalty: 5424.413086
	Iteration 20F: 3 clusters Score -7056796 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -7057098.500000 Penalty: 5424.413086
	Iteration 21Q: 3 clusters Score -7057098 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -7057358.500000 Penalty: 5424.413086
	Iteration 22Q: 3 clusters Score -7057358 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -7057549.500000 Penalty: 5424.413086
	Iteration 23Q: 3 clusters Score -7057550 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50235 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -7057714.000000 Penalty: 5424.413086
	Iteration 24Q: 3 clusters Score -7057714 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -7057854.500000 Penalty: 5424.413086
	Iteration 25Q: 3 clusters Score -7057854 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -7058008.000000 Penalty: 5424.413086
	Iteration 26Q: 3 clusters Score -7058008 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -7058139.000000 Penalty: 5424.413086
	Iteration 27Q: 3 clusters Score -7058139 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -7058254.500000 Penalty: 5424.413086
	Iteration 28Q: 3 clusters Score -7058254 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -7058344.000000 Penalty: 5424.413086
	Iteration 29Q: 3 clusters Score -7058344 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -7058426.500000 Penalty: 5424.413086
	Iteration 30Q: 3 clusters Score -7058426 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -7058491.000000 Penalty: 5424.413086
	Iteration 31Q: 3 clusters Score -7058491 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52647 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -7058543.000000 Penalty: 5424.413086
	Iteration 32Q: 3 clusters Score -7058543 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -7058575.000000 Penalty: 5424.413086
	Iteration 33Q: 3 clusters Score -7058575 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -7058619.500000 Penalty: 5424.413086
	Iteration 34Q: 3 clusters Score -7058620 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -7058642.500000 Penalty: 5424.413086
	Iteration 35Q: 3 clusters Score -7058642 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53194 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -7058662.500000 Penalty: 5424.413086
	Iteration 36Q: 3 clusters Score -7058662 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -7058727.000000 Penalty: 5424.413086
	Iteration 37Q: 3 clusters Score -7058727 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -7058793.000000 Penalty: 5424.413086
	Iteration 38Q: 3 clusters Score -7058793 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -7058837.000000 Penalty: 5424.413086
	Iteration 39Q: 3 clusters Score -7058837 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -7058831.500000 Penalty: 5424.413086
	Iteration 40F: 3 clusters Score -7058832 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -7058846.000000 Penalty: 5424.413086
	Iteration 41Q: 3 clusters Score -7058846 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -7058863.500000 Penalty: 5424.413086
	Iteration 42Q: 3 clusters Score -7058864 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -7058867.000000 Penalty: 5424.413086
	Iteration 43Q: 3 clusters Score -7058867 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -7058907.500000 Penalty: 5424.413086
	Iteration 44Q: 3 clusters Score -7058908 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -7058935.500000 Penalty: 5424.413086
	Iteration 45Q: 3 clusters Score -7058936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -7058920.500000 Penalty: 5424.413086
	Iteration 46Q: 3 clusters Score -7058920 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -7058936.500000 Penalty: 5424.413086
	Iteration 47Q: 3 clusters Score -7058936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -7058941.500000 Penalty: 5424.413086
	Iteration 48Q: 3 clusters Score -7058942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7058944.000000 Penalty: 5424.413086
	Iteration 49Q: 3 clusters Score -7058944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -7058945.500000 Penalty: 5424.413086
	Iteration 50Q: 3 clusters Score -7058946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54096 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -7058961.000000 Penalty: 5424.413086
	Iteration 51Q: 3 clusters Score -7058961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7058957.500000 Penalty: 5424.413086
	Iteration 52Q: 3 clusters Score -7058958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -7058966.000000 Penalty: 5424.413086
	Iteration 53Q: 3 clusters Score -7058966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54118 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -7058958.500000 Penalty: 5424.413086
	Iteration 54Q: 3 clusters Score -7058958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -7058956.500000 Penalty: 5424.413086
	Iteration 55Q: 3 clusters Score -7058956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -7058952.000000 Penalty: 5424.413086
	Iteration 56Q: 3 clusters Score -7058952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -7058961.000000 Penalty: 5424.413086
	Iteration 57Q: 3 clusters Score -7058961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -7058962.500000 Penalty: 5424.413086
	Iteration 58Q: 3 clusters Score -7058962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -7058961.000000 Penalty: 5424.413086
	Iteration 59Q: 3 clusters Score -7058961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54144 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7058967.000000 Penalty: 5424.413086
	Iteration 60F: 3 clusters Score -7058967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7058968.000000 Penalty: 5424.413086
	Iteration 61Q: 3 clusters Score -7058968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -7058979.000000 Penalty: 5424.413086
	Iteration 62Q: 3 clusters Score -7058979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54157 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -7058972.000000 Penalty: 5424.413086
	Iteration 63Q: 3 clusters Score -7058972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54160 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -7058981.500000 Penalty: 5424.413086
	Iteration 64Q: 3 clusters Score -7058982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54168 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -7058971.000000 Penalty: 5424.413086
	Iteration 65Q: 3 clusters Score -7058971 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -7058975.500000 Penalty: 5424.413086
	Iteration 66Q: 3 clusters Score -7058976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -7058979.500000 Penalty: 5424.413086
	Iteration 67Q: 3 clusters Score -7058980 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -7058975.500000 Penalty: 5424.413086
	Iteration 68Q: 3 clusters Score -7058976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -7058973.000000 Penalty: 5424.413086
	Iteration 69Q: 3 clusters Score -7058973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54221 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7058976.500000 Penalty: 5424.413086
	Iteration 70Q: 3 clusters Score -7058976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -7058976.000000 Penalty: 5424.413086
	Iteration 71Q: 3 clusters Score -7058976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54236 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7058987.000000 Penalty: 5424.413086
	Iteration 72Q: 3 clusters Score -7058987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -7058986.000000 Penalty: 5424.413086
	Iteration 73Q: 3 clusters Score -7058986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -7058988.500000 Penalty: 5424.413086
	Iteration 74Q: 3 clusters Score -7058988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -7058992.500000 Penalty: 5424.413086
	Iteration 75Q: 3 clusters Score -7058992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7058995.500000 Penalty: 5424.413086
	Iteration 76Q: 3 clusters Score -7058996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -7058998.500000 Penalty: 5424.413086
	Iteration 77Q: 3 clusters Score -7058998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -7058999.500000 Penalty: 5424.413086
	Iteration 78Q: 3 clusters Score -7059000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54263 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -7059001.000000 Penalty: 5424.413086
	Iteration 79Q: 3 clusters Score -7059001 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -7059001.500000 Penalty: 5424.413086
	Iteration 80F: 3 clusters Score -7059002 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7059002.500000 Penalty: 5424.413086
	Iteration 81Q: 3 clusters Score -7059002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7059005.500000 Penalty: 5424.413086
	Iteration 82Q: 3 clusters Score -7059006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -7058997.500000 Penalty: 5424.413086
	Iteration 83Q: 3 clusters Score -7058998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -7059004.500000 Penalty: 5424.413086
	Iteration 84Q: 3 clusters Score -7059004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -7059003.000000 Penalty: 5424.413086
	Iteration 85Q: 3 clusters Score -7059003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -7059003.000000 Penalty: 5424.413086
	Iteration 86F: 3 clusters Score -7059003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Entering Unmasked Estep 
Score: -2308696.750000 Penalty: 2435.601807
	Iteration 0F: 2 clusters Score -2308697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2295583.500000 Penalty: 4871.203613
	Iteration 0F: 3 clusters Score -2295584 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2300031.750000 Penalty: 4871.203613
	Iteration 1F: 3 clusters Score -2300032 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2300550.250000 Penalty: 4871.203613
	Iteration 2F: 3 clusters Score -2300550 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2301038.250000 Penalty: 4871.203613
	Iteration 3F: 3 clusters Score -2301038 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2301587.250000 Penalty: 4871.203613
	Iteration 4F: 3 clusters Score -2301587 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2302156.250000 Penalty: 4871.203613
	Iteration 5F: 3 clusters Score -2302156 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2302807.000000 Penalty: 4871.203613
	Iteration 6F: 3 clusters Score -2302807 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2303494.000000 Penalty: 4871.203613
	Iteration 7F: 3 clusters Score -2303494 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2304140.500000 Penalty: 4871.203613
	Iteration 8F: 3 clusters Score -2304140 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2304651.000000 Penalty: 4871.203613
	Iteration 9Q: 3 clusters Score -2304651 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2304999.250000 Penalty: 4871.203613
	Iteration 10Q: 3 clusters Score -2304999 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2305209.750000 Penalty: 4871.203613
	Iteration 11Q: 3 clusters Score -2305210 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2305317.750000 Penalty: 4871.203613
	Iteration 12Q: 3 clusters Score -2305318 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2305412.750000 Penalty: 4871.203613
	Iteration 13Q: 3 clusters Score -2305413 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2305482.250000 Penalty: 4871.203613
	Iteration 14Q: 3 clusters Score -2305482 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2305528.500000 Penalty: 4871.203613
	Iteration 15Q: 3 clusters Score -2305528 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2305565.500000 Penalty: 4871.203613
	Iteration 16Q: 3 clusters Score -2305566 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2305598.750000 Penalty: 4871.203613
	Iteration 17Q: 3 clusters Score -2305599 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2305621.500000 Penalty: 4871.203613
	Iteration 18Q: 3 clusters Score -2305622 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2305655.500000 Penalty: 4871.203613
	Iteration 19Q: 3 clusters Score -2305656 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2305683.750000 Penalty: 4871.203613
	Iteration 20F: 3 clusters Score -2305684 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2305712.500000 Penalty: 4871.203613
	Iteration 21Q: 3 clusters Score -2305712 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2305749.000000 Penalty: 4871.203613
	Iteration 22Q: 3 clusters Score -2305749 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2305768.500000 Penalty: 4871.203613
	Iteration 23Q: 3 clusters Score -2305768 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2305783.750000 Penalty: 4871.203613
	Iteration 24Q: 3 clusters Score -2305784 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2305810.750000 Penalty: 4871.203613
	Iteration 25Q: 3 clusters Score -2305811 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2305828.500000 Penalty: 4871.203613
	Iteration 26Q: 3 clusters Score -2305828 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2305833.000000 Penalty: 4871.203613
	Iteration 27Q: 3 clusters Score -2305833 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2305850.500000 Penalty: 4871.203613
	Iteration 28Q: 3 clusters Score -2305850 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -2305863.250000 Penalty: 4871.203613
	Iteration 29Q: 3 clusters Score -2305863 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2305869.250000 Penalty: 4871.203613
	Iteration 30Q: 3 clusters Score -2305869 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2305910.500000 Penalty: 4871.203613
	Iteration 31Q: 3 clusters Score -2305910 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2305921.500000 Penalty: 4871.203613
	Iteration 32Q: 3 clusters Score -2305922 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2305929.750000 Penalty: 4871.203613
	Iteration 33Q: 3 clusters Score -2305930 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2305948.750000 Penalty: 4871.203613
	Iteration 34Q: 3 clusters Score -2305949 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2305963.250000 Penalty: 4871.203613
	Iteration 35Q: 3 clusters Score -2305963 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2305982.500000 Penalty: 4871.203613
	Iteration 36Q: 3 clusters Score -2305982 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2305986.250000 Penalty: 4871.203613
	Iteration 37Q: 3 clusters Score -2305986 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2305991.250000 Penalty: 4871.203613
	Iteration 38Q: 3 clusters Score -2305991 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2306000.750000 Penalty: 4871.203613
	Iteration 39Q: 3 clusters Score -2306001 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2306010.250000 Penalty: 4871.203613
	Iteration 40F: 3 clusters Score -2306010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2306013.000000 Penalty: 4871.203613
	Iteration 41Q: 3 clusters Score -2306013 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2306021.000000 Penalty: 4871.203613
	Iteration 42Q: 3 clusters Score -2306021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2306028.750000 Penalty: 4871.203613
	Iteration 43Q: 3 clusters Score -2306029 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2306034.000000 Penalty: 4871.203613
	Iteration 44Q: 3 clusters Score -2306034 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2306040.250000 Penalty: 4871.203613
	Iteration 45Q: 3 clusters Score -2306040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2306049.250000 Penalty: 4871.203613
	Iteration 46Q: 3 clusters Score -2306049 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2306058.500000 Penalty: 4871.203613
	Iteration 47Q: 3 clusters Score -2306058 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2306063.750000 Penalty: 4871.203613
	Iteration 48Q: 3 clusters Score -2306064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2306068.750000 Penalty: 4871.203613
	Iteration 49Q: 3 clusters Score -2306069 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2306081.000000 Penalty: 4871.203613
	Iteration 50Q: 3 clusters Score -2306081 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2306090.000000 Penalty: 4871.203613
	Iteration 51Q: 3 clusters Score -2306090 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2306095.000000 Penalty: 4871.203613
	Iteration 52Q: 3 clusters Score -2306095 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2306110.500000 Penalty: 4871.203613
	Iteration 53Q: 3 clusters Score -2306110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2306117.750000 Penalty: 4871.203613
	Iteration 54Q: 3 clusters Score -2306118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2306119.000000 Penalty: 4871.203613
	Iteration 55Q: 3 clusters Score -2306119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2306121.500000 Penalty: 4871.203613
	Iteration 56Q: 3 clusters Score -2306122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2306125.000000 Penalty: 4871.203613
	Iteration 57Q: 3 clusters Score -2306125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2306128.750000 Penalty: 4871.203613
	Iteration 58Q: 3 clusters Score -2306129 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2306132.000000 Penalty: 4871.203613
	Iteration 59Q: 3 clusters Score -2306132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2306136.000000 Penalty: 4871.203613
	Iteration 60F: 3 clusters Score -2306136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2306138.750000 Penalty: 4871.203613
	Iteration 61Q: 3 clusters Score -2306139 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2306148.500000 Penalty: 4871.203613
	Iteration 62Q: 3 clusters Score -2306148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2306151.750000 Penalty: 4871.203613
	Iteration 63Q: 3 clusters Score -2306152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2306156.500000 Penalty: 4871.203613
	Iteration 64Q: 3 clusters Score -2306156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2306165.500000 Penalty: 4871.203613
	Iteration 65Q: 3 clusters Score -2306166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2306168.250000 Penalty: 4871.203613
	Iteration 66Q: 3 clusters Score -2306168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2306171.250000 Penalty: 4871.203613
	Iteration 67Q: 3 clusters Score -2306171 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2306180.250000 Penalty: 4871.203613
	Iteration 68Q: 3 clusters Score -2306180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2306185.250000 Penalty: 4871.203613
	Iteration 69Q: 3 clusters Score -2306185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2306189.500000 Penalty: 4871.203613
	Iteration 70Q: 3 clusters Score -2306190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2306188.750000 Penalty: 4871.203613
	Iteration 71Q: 3 clusters Score -2306189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2306198.500000 Penalty: 4871.203613
	Iteration 72Q: 3 clusters Score -2306198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2306198.250000 Penalty: 4871.203613
	Iteration 73Q: 3 clusters Score -2306198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2306194.000000 Penalty: 4871.203613
	Iteration 74Q: 3 clusters Score -2306194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2306198.500000 Penalty: 4871.203613
	Iteration 75Q: 3 clusters Score -2306198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2306211.250000 Penalty: 4871.203613
	Iteration 76Q: 3 clusters Score -2306211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2306212.000000 Penalty: 4871.203613
	Iteration 77Q: 3 clusters Score -2306212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2306214.000000 Penalty: 4871.203613
	Iteration 78Q: 3 clusters Score -2306214 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2306223.500000 Penalty: 4871.203613
	Iteration 79Q: 3 clusters Score -2306224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2306227.250000 Penalty: 4871.203613
	Iteration 80F: 3 clusters Score -2306227 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2306231.250000 Penalty: 4871.203613
	Iteration 81Q: 3 clusters Score -2306231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2306232.250000 Penalty: 4871.203613
	Iteration 82Q: 3 clusters Score -2306232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2306243.250000 Penalty: 4871.203613
	Iteration 83Q: 3 clusters Score -2306243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2306250.750000 Penalty: 4871.203613
	Iteration 84Q: 3 clusters Score -2306251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2306255.500000 Penalty: 4871.203613
	Iteration 85Q: 3 clusters Score -2306256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2306260.250000 Penalty: 4871.203613
	Iteration 86Q: 3 clusters Score -2306260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2306262.500000 Penalty: 4871.203613
	Iteration 87Q: 3 clusters Score -2306262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2306265.250000 Penalty: 4871.203613
	Iteration 88Q: 3 clusters Score -2306265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2306271.250000 Penalty: 4871.203613
	Iteration 89Q: 3 clusters Score -2306271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2306278.000000 Penalty: 4871.203613
	Iteration 90Q: 3 clusters Score -2306278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2306279.750000 Penalty: 4871.203613
	Iteration 91Q: 3 clusters Score -2306280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2306291.250000 Penalty: 4871.203613
	Iteration 92Q: 3 clusters Score -2306291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2306292.250000 Penalty: 4871.203613
	Iteration 93Q: 3 clusters Score -2306292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2306292.750000 Penalty: 4871.203613
	Iteration 94Q: 3 clusters Score -2306293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2306296.750000 Penalty: 4871.203613
	Iteration 95Q: 3 clusters Score -2306297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2306301.500000 Penalty: 4871.203613
	Iteration 96Q: 3 clusters Score -2306302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2306306.000000 Penalty: 4871.203613
	Iteration 97Q: 3 clusters Score -2306306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2306302.750000 Penalty: 4871.203613
	Iteration 98Q: 3 clusters Score -2306303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2306304.750000 Penalty: 4871.203613
	Iteration 99Q: 3 clusters Score -2306305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2306305.750000 Penalty: 4871.203613
	Iteration 100F: 3 clusters Score -2306306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2306307.000000 Penalty: 4871.203613
	Iteration 101Q: 3 clusters Score -2306307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2306316.000000 Penalty: 4871.203613
	Iteration 102Q: 3 clusters Score -2306316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2306320.500000 Penalty: 4871.203613
	Iteration 103Q: 3 clusters Score -2306320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2306320.750000 Penalty: 4871.203613
	Iteration 104Q: 3 clusters Score -2306321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2306323.250000 Penalty: 4871.203613
	Iteration 105Q: 3 clusters Score -2306323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2306331.000000 Penalty: 4871.203613
	Iteration 106Q: 3 clusters Score -2306331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2306340.500000 Penalty: 4871.203613
	Iteration 107Q: 3 clusters Score -2306340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2306347.250000 Penalty: 4871.203613
	Iteration 108Q: 3 clusters Score -2306347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2306342.500000 Penalty: 4871.203613
	Iteration 109Q: 3 clusters Score -2306342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2306346.000000 Penalty: 4871.203613
	Iteration 110Q: 3 clusters Score -2306346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2306345.750000 Penalty: 4871.203613
	Iteration 111Q: 3 clusters Score -2306346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2306344.750000 Penalty: 4871.203613
	Iteration 112Q: 3 clusters Score -2306345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2306351.500000 Penalty: 4871.203613
	Iteration 113Q: 3 clusters Score -2306352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2306353.000000 Penalty: 4871.203613
	Iteration 114Q: 3 clusters Score -2306353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2306354.500000 Penalty: 4871.203613
	Iteration 115Q: 3 clusters Score -2306354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2306351.250000 Penalty: 4871.203613
	Iteration 116Q: 3 clusters Score -2306351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2306357.250000 Penalty: 4871.203613
	Iteration 117Q: 3 clusters Score -2306357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2306354.000000 Penalty: 4871.203613
	Iteration 118Q: 3 clusters Score -2306354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2306353.500000 Penalty: 4871.203613
	Iteration 119Q: 3 clusters Score -2306354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2306350.750000 Penalty: 4871.203613
	Iteration 120F: 3 clusters Score -2306351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2306354.000000 Penalty: 4871.203613
	Iteration 121Q: 3 clusters Score -2306354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2306355.750000 Penalty: 4871.203613
	Iteration 122Q: 3 clusters Score -2306356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2306355.250000 Penalty: 4871.203613
	Iteration 123Q: 3 clusters Score -2306355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2306355.750000 Penalty: 4871.203613
	Iteration 124Q: 3 clusters Score -2306356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2306360.750000 Penalty: 4871.203613
	Iteration 125Q: 3 clusters Score -2306361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2306363.750000 Penalty: 4871.203613
	Iteration 126Q: 3 clusters Score -2306364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2306370.250000 Penalty: 4871.203613
	Iteration 127Q: 3 clusters Score -2306370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2306374.250000 Penalty: 4871.203613
	Iteration 128Q: 3 clusters Score -2306374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2306382.250000 Penalty: 4871.203613
	Iteration 129Q: 3 clusters Score -2306382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2306387.750000 Penalty: 4871.203613
	Iteration 130Q: 3 clusters Score -2306388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2306385.750000 Penalty: 4871.203613
	Iteration 131Q: 3 clusters Score -2306386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2306388.000000 Penalty: 4871.203613
	Iteration 132Q: 3 clusters Score -2306388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2306392.500000 Penalty: 4871.203613
	Iteration 133Q: 3 clusters Score -2306392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2306399.250000 Penalty: 4871.203613
	Iteration 134Q: 3 clusters Score -2306399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2306406.500000 Penalty: 4871.203613
	Iteration 135Q: 3 clusters Score -2306406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2306407.250000 Penalty: 4871.203613
	Iteration 136Q: 3 clusters Score -2306407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2306411.000000 Penalty: 4871.203613
	Iteration 137Q: 3 clusters Score -2306411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2306415.250000 Penalty: 4871.203613
	Iteration 138Q: 3 clusters Score -2306415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2306418.750000 Penalty: 4871.203613
	Iteration 139Q: 3 clusters Score -2306419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2306427.000000 Penalty: 4871.203613
	Iteration 140F: 3 clusters Score -2306427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2306427.750000 Penalty: 4871.203613
	Iteration 141Q: 3 clusters Score -2306428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2306432.750000 Penalty: 4871.203613
	Iteration 142Q: 3 clusters Score -2306433 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2306441.500000 Penalty: 4871.203613
	Iteration 143Q: 3 clusters Score -2306442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2306456.500000 Penalty: 4871.203613
	Iteration 144Q: 3 clusters Score -2306456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2306460.750000 Penalty: 4871.203613
	Iteration 145Q: 3 clusters Score -2306461 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2306469.750000 Penalty: 4871.203613
	Iteration 146Q: 3 clusters Score -2306470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2306476.250000 Penalty: 4871.203613
	Iteration 147Q: 3 clusters Score -2306476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2306482.500000 Penalty: 4871.203613
	Iteration 148Q: 3 clusters Score -2306482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2306488.250000 Penalty: 4871.203613
	Iteration 149Q: 3 clusters Score -2306488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2306491.250000 Penalty: 4871.203613
	Iteration 150Q: 3 clusters Score -2306491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2306491.500000 Penalty: 4871.203613
	Iteration 151Q: 3 clusters Score -2306492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2306491.250000 Penalty: 4871.203613
	Iteration 152Q: 3 clusters Score -2306491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2306498.000000 Penalty: 4871.203613
	Iteration 153Q: 3 clusters Score -2306498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2306497.000000 Penalty: 4871.203613
	Iteration 154Q: 3 clusters Score -2306497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2306501.500000 Penalty: 4871.203613
	Iteration 155Q: 3 clusters Score -2306502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2306501.750000 Penalty: 4871.203613
	Iteration 156Q: 3 clusters Score -2306502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2306504.000000 Penalty: 4871.203613
	Iteration 157Q: 3 clusters Score -2306504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2306504.500000 Penalty: 4871.203613
	Iteration 158Q: 3 clusters Score -2306504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2306508.500000 Penalty: 4871.203613
	Iteration 159Q: 3 clusters Score -2306508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2306507.500000 Penalty: 4871.203613
	Iteration 160F: 3 clusters Score -2306508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2306506.250000 Penalty: 4871.203613
	Iteration 161Q: 3 clusters Score -2306506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2306508.000000 Penalty: 4871.203613
	Iteration 162Q: 3 clusters Score -2306508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2306509.000000 Penalty: 4871.203613
	Iteration 163Q: 3 clusters Score -2306509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2306516.750000 Penalty: 4871.203613
	Iteration 164Q: 3 clusters Score -2306517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2306514.750000 Penalty: 4871.203613
	Iteration 165Q: 3 clusters Score -2306515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2306515.750000 Penalty: 4871.203613
	Iteration 166Q: 3 clusters Score -2306516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2306518.500000 Penalty: 4871.203613
	Iteration 167Q: 3 clusters Score -2306518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2306519.250000 Penalty: 4871.203613
	Iteration 168Q: 3 clusters Score -2306519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2306524.250000 Penalty: 4871.203613
	Iteration 169Q: 3 clusters Score -2306524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2306526.000000 Penalty: 4871.203613
	Iteration 170Q: 3 clusters Score -2306526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2306523.250000 Penalty: 4871.203613
	Iteration 171Q: 3 clusters Score -2306523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2306520.250000 Penalty: 4871.203613
	Iteration 172Q: 3 clusters Score -2306520 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2306523.500000 Penalty: 4871.203613
	Iteration 173Q: 3 clusters Score -2306524 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2306524.250000 Penalty: 4871.203613
	Iteration 174Q: 3 clusters Score -2306524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2306529.000000 Penalty: 4871.203613
	Iteration 175Q: 3 clusters Score -2306529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2306529.250000 Penalty: 4871.203613
	Iteration 176Q: 3 clusters Score -2306529 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2306530.750000 Penalty: 4871.203613
	Iteration 177Q: 3 clusters Score -2306531 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2306530.250000 Penalty: 4871.203613
	Iteration 178Q: 3 clusters Score -2306530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2306530.250000 Penalty: 4871.203613
	Iteration 179Q: 3 clusters Score -2306530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2306530.500000 Penalty: 4871.203613
	Iteration 180F: 3 clusters Score -2306530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2306530.250000 Penalty: 4871.203613
	Iteration 181Q: 3 clusters Score -2306530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2306530.250000 Penalty: 4871.203613
	Iteration 182F: 3 clusters Score -2306530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (276504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276504 members 
Entering Unmasked Estep 
Score: -34277108.000000 Penalty: 3107.435303
	Iteration 0F: 2 clusters Score -3.427711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138538 members 
Mstep: Class 2 contains 137966 members 
Entering Unmasked Estep 
Score: -34098548.000000 Penalty: 6214.870605
	Iteration 0F: 3 clusters Score -3.409855e+07 nChanged 133825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144749 members 
Mstep: Class 2 contains 131755 members 
Entering Unmasked Estep 
Score: -34178316.000000 Penalty: 6214.870605
	Iteration 1F: 3 clusters Score -3.417832e+07 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149056 members 
Mstep: Class 2 contains 127448 members 
Entering Unmasked Estep 
Score: -34179980.000000 Penalty: 6214.870605
	Iteration 2Q: 3 clusters Score -3.417998e+07 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155715 members 
Mstep: Class 2 contains 120789 members 
Entering Unmasked Estep 
Score: -34182308.000000 Penalty: 6214.870605
	Iteration 3Q: 3 clusters Score -3.418231e+07 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166037 members 
Mstep: Class 2 contains 110467 members 
Entering Unmasked Estep 
Score: -34186852.000000 Penalty: 6214.870605
	Iteration 4Q: 3 clusters Score -3.418685e+07 nChanged 15946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181275 members 
Mstep: Class 2 contains 95229 members 
Entering Unmasked Estep 
Score: -34195516.000000 Penalty: 6214.870605
	Iteration 5F: 3 clusters Score -3.419552e+07 nChanged 21097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201890 members 
Mstep: Class 2 contains 74614 members 
Entering Unmasked Estep 
Score: -34210068.000000 Penalty: 6214.870605
	Iteration 6F: 3 clusters Score -3.421007e+07 nChanged 24093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225655 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -34229776.000000 Penalty: 6214.870605
	Iteration 7F: 3 clusters Score -3.422978e+07 nChanged 21891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247352 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -34249692.000000 Penalty: 6214.870605
	Iteration 8F: 3 clusters Score -3.424969e+07 nChanged 15056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262316 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -34263664.000000 Penalty: 6214.870605
	Iteration 9F: 3 clusters Score -3.426366e+07 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270252 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -34270608.000000 Penalty: 6214.870605
	Iteration 10Q: 3 clusters Score -3.427061e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273572 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -34273184.000000 Penalty: 6214.870605
	Iteration 11Q: 3 clusters Score -3.427318e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274832 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -34274060.000000 Penalty: 6214.870605
	Iteration 12Q: 3 clusters Score -3.427406e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275336 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -34274488.000000 Penalty: 6214.870605
	Iteration 13Q: 3 clusters Score -3.427449e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275544 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -34274712.000000 Penalty: 6214.870605
	Iteration 14Q: 3 clusters Score -3.427471e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275639 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -34274792.000000 Penalty: 6214.870605
	Iteration 15Q: 3 clusters Score -3.427479e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275685 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -34274876.000000 Penalty: 6214.870605
	Iteration 16Q: 3 clusters Score -3.427488e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275715 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -34274940.000000 Penalty: 6214.870605
	Iteration 17Q: 3 clusters Score -3.427494e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275741 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -34274956.000000 Penalty: 6214.870605
	Iteration 18Q: 3 clusters Score -3.427496e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275758 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -34274940.000000 Penalty: 6214.870605
	Iteration 19Q: 3 clusters Score -3.427494e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275778 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -34274960.000000 Penalty: 6214.870605
	Iteration 20F: 3 clusters Score -3.427496e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275790 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -34274972.000000 Penalty: 6214.870605
	Iteration 21Q: 3 clusters Score -3.427497e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275807 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -34274996.000000 Penalty: 6214.870605
	Iteration 22Q: 3 clusters Score -3.4275e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275823 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -34275008.000000 Penalty: 6214.870605
	Iteration 23Q: 3 clusters Score -3.427501e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275836 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -34275020.000000 Penalty: 6214.870605
	Iteration 24Q: 3 clusters Score -3.427502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275839 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -34275012.000000 Penalty: 6214.870605
	Iteration 25Q: 3 clusters Score -3.427501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275844 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -34275004.000000 Penalty: 6214.870605
	Iteration 26Q: 3 clusters Score -3.4275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275843 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -34275000.000000 Penalty: 6214.870605
	Iteration 27Q: 3 clusters Score -3.4275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275842 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -34275012.000000 Penalty: 6214.870605
	Iteration 28Q: 3 clusters Score -3.427501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275843 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -34275000.000000 Penalty: 6214.870605
	Iteration 29Q: 3 clusters Score -3.4275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275844 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -34275004.000000 Penalty: 6214.870605
	Iteration 30Q: 3 clusters Score -3.4275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275845 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -34275016.000000 Penalty: 6214.870605
	Iteration 31Q: 3 clusters Score -3.427502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275845 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -34275016.000000 Penalty: 6214.870605
	Iteration 32F: 3 clusters Score -3.427502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Entering Unmasked Estep 
Score: -1192115.000000 Penalty: 2281.621826
	Iteration 0F: 2 clusters Score -1192115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1184547.875000 Penalty: 4563.243652
	Iteration 0F: 3 clusters Score -1184548 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1186686.125000 Penalty: 4563.243652
	Iteration 1F: 3 clusters Score -1186686 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1187000.500000 Penalty: 4563.243652
	Iteration 2F: 3 clusters Score -1187000 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1187208.625000 Penalty: 4563.243652
	Iteration 3Q: 3 clusters Score -1187209 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1187361.000000 Penalty: 4563.243652
	Iteration 4Q: 3 clusters Score -1187361 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1187504.750000 Penalty: 4563.243652
	Iteration 5Q: 3 clusters Score -1187505 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1187643.250000 Penalty: 4563.243652
	Iteration 6Q: 3 clusters Score -1187643 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1187786.375000 Penalty: 4563.243652
	Iteration 7Q: 3 clusters Score -1187786 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1187937.750000 Penalty: 4563.243652
	Iteration 8Q: 3 clusters Score -1187938 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1188082.375000 Penalty: 4563.243652
	Iteration 9Q: 3 clusters Score -1188082 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1188236.250000 Penalty: 4563.243652
	Iteration 10Q: 3 clusters Score -1188236 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1188410.500000 Penalty: 4563.243652
	Iteration 11Q: 3 clusters Score -1188410 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1188641.875000 Penalty: 4563.243652
	Iteration 12Q: 3 clusters Score -1188642 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1188910.500000 Penalty: 4563.243652
	Iteration 13Q: 3 clusters Score -1188910 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1189136.875000 Penalty: 4563.243652
	Iteration 14Q: 3 clusters Score -1189137 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1189339.875000 Penalty: 4563.243652
	Iteration 15Q: 3 clusters Score -1189340 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1189540.125000 Penalty: 4563.243652
	Iteration 16Q: 3 clusters Score -1189540 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1189703.875000 Penalty: 4563.243652
	Iteration 17Q: 3 clusters Score -1189704 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1189852.750000 Penalty: 4563.243652
	Iteration 18Q: 3 clusters Score -1189853 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1189996.250000 Penalty: 4563.243652
	Iteration 19Q: 3 clusters Score -1189996 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1190161.375000 Penalty: 4563.243652
	Iteration 20F: 3 clusters Score -1190161 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1190302.250000 Penalty: 4563.243652
	Iteration 21Q: 3 clusters Score -1190302 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1190396.500000 Penalty: 4563.243652
	Iteration 22Q: 3 clusters Score -1190396 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1190460.250000 Penalty: 4563.243652
	Iteration 23Q: 3 clusters Score -1190460 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1190500.250000 Penalty: 4563.243652
	Iteration 24Q: 3 clusters Score -1190500 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1190534.000000 Penalty: 4563.243652
	Iteration 25Q: 3 clusters Score -1190534 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1190555.375000 Penalty: 4563.243652
	Iteration 26Q: 3 clusters Score -1190555 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1190575.375000 Penalty: 4563.243652
	Iteration 27Q: 3 clusters Score -1190575 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1190583.625000 Penalty: 4563.243652
	Iteration 28Q: 3 clusters Score -1190584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1190585.625000 Penalty: 4563.243652
	Iteration 29Q: 3 clusters Score -1190586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1190591.500000 Penalty: 4563.243652
	Iteration 30Q: 3 clusters Score -1190592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1190595.250000 Penalty: 4563.243652
	Iteration 31Q: 3 clusters Score -1190595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1190599.375000 Penalty: 4563.243652
	Iteration 32Q: 3 clusters Score -1190599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1190601.500000 Penalty: 4563.243652
	Iteration 33Q: 3 clusters Score -1190602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1190601.625000 Penalty: 4563.243652
	Iteration 34Q: 3 clusters Score -1190602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1190604.125000 Penalty: 4563.243652
	Iteration 35Q: 3 clusters Score -1190604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1190605.625000 Penalty: 4563.243652
	Iteration 36Q: 3 clusters Score -1190606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1190606.000000 Penalty: 4563.243652
	Iteration 37Q: 3 clusters Score -1190606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1190604.625000 Penalty: 4563.243652
	Iteration 38Q: 3 clusters Score -1190605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1190605.500000 Penalty: 4563.243652
	Iteration 39Q: 3 clusters Score -1190606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1190606.500000 Penalty: 4563.243652
	Iteration 40F: 3 clusters Score -1190606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1190605.875000 Penalty: 4563.243652
	Iteration 41Q: 3 clusters Score -1190606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1190607.500000 Penalty: 4563.243652
	Iteration 42Q: 3 clusters Score -1190608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1190609.000000 Penalty: 4563.243652
	Iteration 43Q: 3 clusters Score -1190609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1190610.875000 Penalty: 4563.243652
	Iteration 44Q: 3 clusters Score -1190611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1190609.875000 Penalty: 4563.243652
	Iteration 45Q: 3 clusters Score -1190610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1190612.000000 Penalty: 4563.243652
	Iteration 46Q: 3 clusters Score -1190612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1190612.000000 Penalty: 4563.243652
	Iteration 47F: 3 clusters Score -1190612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Entering Unmasked Estep 
Score: -2704043.250000 Penalty: 2481.140381
	Iteration 0F: 2 clusters Score -2704043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2688622.250000 Penalty: 4962.280762
	Iteration 0F: 3 clusters Score -2688622 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2693908.000000 Penalty: 4962.280762
	Iteration 1F: 3 clusters Score -2693908 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2694315.000000 Penalty: 4962.280762
	Iteration 2F: 3 clusters Score -2694315 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2694655.000000 Penalty: 4962.280762
	Iteration 3Q: 3 clusters Score -2694655 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2694998.250000 Penalty: 4962.280762
	Iteration 4Q: 3 clusters Score -2694998 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2695334.000000 Penalty: 4962.280762
	Iteration 5Q: 3 clusters Score -2695334 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2695715.000000 Penalty: 4962.280762
	Iteration 6Q: 3 clusters Score -2695715 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2696103.750000 Penalty: 4962.280762
	Iteration 7Q: 3 clusters Score -2696104 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2696594.750000 Penalty: 4962.280762
	Iteration 8Q: 3 clusters Score -2696595 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2697243.500000 Penalty: 4962.280762
	Iteration 9Q: 3 clusters Score -2697244 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2698103.000000 Penalty: 4962.280762
	Iteration 10F: 3 clusters Score -2698103 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2699086.500000 Penalty: 4962.280762
	Iteration 11F: 3 clusters Score -2699086 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2699950.500000 Penalty: 4962.280762
	Iteration 12Q: 3 clusters Score -2699950 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2700551.750000 Penalty: 4962.280762
	Iteration 13Q: 3 clusters Score -2700552 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2700920.250000 Penalty: 4962.280762
	Iteration 14Q: 3 clusters Score -2700920 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2701159.500000 Penalty: 4962.280762
	Iteration 15Q: 3 clusters Score -2701160 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2701318.000000 Penalty: 4962.280762
	Iteration 16Q: 3 clusters Score -2701318 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2701427.000000 Penalty: 4962.280762
	Iteration 17Q: 3 clusters Score -2701427 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2701498.250000 Penalty: 4962.280762
	Iteration 18Q: 3 clusters Score -2701498 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2701563.500000 Penalty: 4962.280762
	Iteration 19Q: 3 clusters Score -2701564 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2701611.000000 Penalty: 4962.280762
	Iteration 20F: 3 clusters Score -2701611 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2701648.000000 Penalty: 4962.280762
	Iteration 21Q: 3 clusters Score -2701648 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2701683.750000 Penalty: 4962.280762
	Iteration 22Q: 3 clusters Score -2701684 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2701713.750000 Penalty: 4962.280762
	Iteration 23Q: 3 clusters Score -2701714 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2701738.250000 Penalty: 4962.280762
	Iteration 24Q: 3 clusters Score -2701738 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2701757.250000 Penalty: 4962.280762
	Iteration 25Q: 3 clusters Score -2701757 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2701770.250000 Penalty: 4962.280762
	Iteration 26Q: 3 clusters Score -2701770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2701770.500000 Penalty: 4962.280762
	Iteration 27Q: 3 clusters Score -2701770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2701775.250000 Penalty: 4962.280762
	Iteration 28Q: 3 clusters Score -2701775 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2701788.500000 Penalty: 4962.280762
	Iteration 29Q: 3 clusters Score -2701788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2701794.250000 Penalty: 4962.280762
	Iteration 30Q: 3 clusters Score -2701794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2701795.500000 Penalty: 4962.280762
	Iteration 31Q: 3 clusters Score -2701796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2701797.750000 Penalty: 4962.280762
	Iteration 32Q: 3 clusters Score -2701798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2701796.000000 Penalty: 4962.280762
	Iteration 33Q: 3 clusters Score -2701796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2701796.000000 Penalty: 4962.280762
	Iteration 34Q: 3 clusters Score -2701796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2701794.750000 Penalty: 4962.280762
	Iteration 35Q: 3 clusters Score -2701795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2701796.750000 Penalty: 4962.280762
	Iteration 36Q: 3 clusters Score -2701797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2701796.750000 Penalty: 4962.280762
	Iteration 37F: 3 clusters Score -2701797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Entering Unmasked Estep 
Score: -893886.500000 Penalty: 2248.112061
	Iteration 0F: 2 clusters Score -893886.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -887061.125000 Penalty: 4496.224121
	Iteration 0F: 3 clusters Score -887061.1 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -889164.062500 Penalty: 4496.224121
	Iteration 1F: 3 clusters Score -889164.1 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -889861.437500 Penalty: 4496.224121
	Iteration 2F: 3 clusters Score -889861.4 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -890761.250000 Penalty: 4496.224121
	Iteration 3F: 3 clusters Score -890761.2 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -891897.562500 Penalty: 4496.224121
	Iteration 4F: 3 clusters Score -891897.6 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -892950.187500 Penalty: 4496.224121
	Iteration 5F: 3 clusters Score -892950.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -893546.375000 Penalty: 4496.224121
	Iteration 6F: 3 clusters Score -893546.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -893866.312500 Penalty: 4496.224121
	Iteration 7Q: 3 clusters Score -893866.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -894044.562500 Penalty: 4496.224121
	Iteration 8Q: 3 clusters Score -894044.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -894139.250000 Penalty: 4496.224121
	Iteration 9Q: 3 clusters Score -894139.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -894195.937500 Penalty: 4496.224121
	Iteration 10Q: 3 clusters Score -894195.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -894245.187500 Penalty: 4496.224121
	Iteration 11Q: 3 clusters Score -894245.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -894289.562500 Penalty: 4496.224121
	Iteration 12Q: 3 clusters Score -894289.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -894335.562500 Penalty: 4496.224121
	Iteration 13Q: 3 clusters Score -894335.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -894370.312500 Penalty: 4496.224121
	Iteration 14Q: 3 clusters Score -894370.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -894401.250000 Penalty: 4496.224121
	Iteration 15Q: 3 clusters Score -894401.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -894424.437500 Penalty: 4496.224121
	Iteration 16Q: 3 clusters Score -894424.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -894438.500000 Penalty: 4496.224121
	Iteration 17Q: 3 clusters Score -894438.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -894450.625000 Penalty: 4496.224121
	Iteration 18Q: 3 clusters Score -894450.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -894457.625000 Penalty: 4496.224121
	Iteration 19Q: 3 clusters Score -894457.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -894460.687500 Penalty: 4496.224121
	Iteration 20F: 3 clusters Score -894460.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -894464.687500 Penalty: 4496.224121
	Iteration 21Q: 3 clusters Score -894464.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -894466.312500 Penalty: 4496.224121
	Iteration 22Q: 3 clusters Score -894466.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -894465.312500 Penalty: 4496.224121
	Iteration 23Q: 3 clusters Score -894465.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -894468.250000 Penalty: 4496.224121
	Iteration 24Q: 3 clusters Score -894468.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -894467.125000 Penalty: 4496.224121
	Iteration 25Q: 3 clusters Score -894467.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -894468.062500 Penalty: 4496.224121
	Iteration 26Q: 3 clusters Score -894468.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -894468.937500 Penalty: 4496.224121
	Iteration 27Q: 3 clusters Score -894468.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -894468.937500 Penalty: 4496.224121
	Iteration 28F: 3 clusters Score -894468.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 289979 members 
Mstep: Class 2 contains 56180 members 
Mstep: Class 3 contains 18416 members 
Mstep: Class 4 contains 276504 members 
Mstep: Class 5 contains 9898 members 
Mstep: Class 6 contains 22128 members 
Mstep: Class 7 contains 5086 members 
Mstep: Class 8 contains 106365 members 
Mstep: Class 9 contains 31902 members 
Mstep: Class 10 contains 76824 members 
Mstep: Class 11 contains 20878 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 22296 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 163081 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12088 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3627 members 
Mstep: Class 20 contains 14358 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10764 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 83999 members 
Mstep: Class 27 contains 386 members 
Mstep: Class 28 contains 3561 members 
Entering Unmasked Estep 
Score: -154624288.000000 Penalty: 97617.203125
Splitting cluster 7 changes total score from -154624720.000000 to -154624288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (106365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106365 members 
Entering Unmasked Estep 
Score: -13369877.000000 Penalty: 2870.508545
	Iteration 0F: 2 clusters Score -1.336988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -13298678.000000 Penalty: 5741.017090
	Iteration 0F: 3 clusters Score -1.329868e+07 nChanged 50455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 57233 members 
Entering Unmasked Estep 
Score: -13328114.000000 Penalty: 5741.017090
	Iteration 1F: 3 clusters Score -1.332811e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -13329632.000000 Penalty: 5741.017090
	Iteration 2Q: 3 clusters Score -1.332963e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 63143 members 
Entering Unmasked Estep 
Score: -13331768.000000 Penalty: 5741.017090
	Iteration 3Q: 3 clusters Score -1.333177e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 68089 members 
Entering Unmasked Estep 
Score: -13335161.000000 Penalty: 5741.017090
	Iteration 4F: 3 clusters Score -1.333516e+07 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 74393 members 
Entering Unmasked Estep 
Score: -13340452.000000 Penalty: 5741.017090
	Iteration 5F: 3 clusters Score -1.334045e+07 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 81862 members 
Entering Unmasked Estep 
Score: -13347564.000000 Penalty: 5741.017090
	Iteration 6F: 3 clusters Score -1.334756e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 88922 members 
Entering Unmasked Estep 
Score: -13354586.000000 Penalty: 5741.017090
	Iteration 7F: 3 clusters Score -1.335459e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 94201 members 
Entering Unmasked Estep 
Score: -13359860.000000 Penalty: 5741.017090
	Iteration 8F: 3 clusters Score -1.335986e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 97388 members 
Entering Unmasked Estep 
Score: -13363248.000000 Penalty: 5741.017090
	Iteration 9Q: 3 clusters Score -1.336325e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 99115 members 
Entering Unmasked Estep 
Score: -13365030.000000 Penalty: 5741.017090
	Iteration 10Q: 3 clusters Score -1.336503e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 100190 members 
Entering Unmasked Estep 
Score: -13365941.000000 Penalty: 5741.017090
	Iteration 11Q: 3 clusters Score -1.336594e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 100919 members 
Entering Unmasked Estep 
Score: -13366440.000000 Penalty: 5741.017090
	Iteration 12Q: 3 clusters Score -1.336644e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 101490 members 
Entering Unmasked Estep 
Score: -13366770.000000 Penalty: 5741.017090
	Iteration 13Q: 3 clusters Score -1.336677e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 101925 members 
Entering Unmasked Estep 
Score: -13366980.000000 Penalty: 5741.017090
	Iteration 14Q: 3 clusters Score -1.336698e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 102293 members 
Entering Unmasked Estep 
Score: -13367168.000000 Penalty: 5741.017090
	Iteration 15Q: 3 clusters Score -1.336717e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 102605 members 
Entering Unmasked Estep 
Score: -13367264.000000 Penalty: 5741.017090
	Iteration 16Q: 3 clusters Score -1.336726e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 102880 members 
Entering Unmasked Estep 
Score: -13367397.000000 Penalty: 5741.017090
	Iteration 17Q: 3 clusters Score -1.33674e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 103114 members 
Entering Unmasked Estep 
Score: -13367487.000000 Penalty: 5741.017090
	Iteration 18Q: 3 clusters Score -1.336749e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 103333 members 
Entering Unmasked Estep 
Score: -13367517.000000 Penalty: 5741.017090
	Iteration 19Q: 3 clusters Score -1.336752e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 103526 members 
Entering Unmasked Estep 
Score: -13367617.000000 Penalty: 5741.017090
	Iteration 20F: 3 clusters Score -1.336762e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 103688 members 
Entering Unmasked Estep 
Score: -13367742.000000 Penalty: 5741.017090
	Iteration 21Q: 3 clusters Score -1.336774e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 103822 members 
Entering Unmasked Estep 
Score: -13367774.000000 Penalty: 5741.017090
	Iteration 22Q: 3 clusters Score -1.336777e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 103937 members 
Entering Unmasked Estep 
Score: -13367836.000000 Penalty: 5741.017090
	Iteration 23Q: 3 clusters Score -1.336784e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 104018 members 
Entering Unmasked Estep 
Score: -13367878.000000 Penalty: 5741.017090
	Iteration 24Q: 3 clusters Score -1.336788e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 104091 members 
Entering Unmasked Estep 
Score: -13367897.000000 Penalty: 5741.017090
	Iteration 25Q: 3 clusters Score -1.33679e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 104158 members 
Entering Unmasked Estep 
Score: -13367928.000000 Penalty: 5741.017090
	Iteration 26Q: 3 clusters Score -1.336793e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 104220 members 
Entering Unmasked Estep 
Score: -13367955.000000 Penalty: 5741.017090
	Iteration 27Q: 3 clusters Score -1.336796e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 104286 members 
Entering Unmasked Estep 
Score: -13367983.000000 Penalty: 5741.017090
	Iteration 28Q: 3 clusters Score -1.336798e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 104335 members 
Entering Unmasked Estep 
Score: -13367976.000000 Penalty: 5741.017090
	Iteration 29Q: 3 clusters Score -1.336798e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 104372 members 
Entering Unmasked Estep 
Score: -13367973.000000 Penalty: 5741.017090
	Iteration 30Q: 3 clusters Score -1.336797e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 104413 members 
Entering Unmasked Estep 
Score: -13367986.000000 Penalty: 5741.017090
	Iteration 31Q: 3 clusters Score -1.336799e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 104436 members 
Entering Unmasked Estep 
Score: -13367992.000000 Penalty: 5741.017090
	Iteration 32Q: 3 clusters Score -1.336799e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 104464 members 
Entering Unmasked Estep 
Score: -13367999.000000 Penalty: 5741.017090
	Iteration 33Q: 3 clusters Score -1.3368e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 104482 members 
Entering Unmasked Estep 
Score: -13368004.000000 Penalty: 5741.017090
	Iteration 34Q: 3 clusters Score -1.3368e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 104494 members 
Entering Unmasked Estep 
Score: -13368002.000000 Penalty: 5741.017090
	Iteration 35Q: 3 clusters Score -1.3368e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 104509 members 
Entering Unmasked Estep 
Score: -13368014.000000 Penalty: 5741.017090
	Iteration 36Q: 3 clusters Score -1.336801e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 104524 members 
Entering Unmasked Estep 
Score: -13368042.000000 Penalty: 5741.017090
	Iteration 37Q: 3 clusters Score -1.336804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 104539 members 
Entering Unmasked Estep 
Score: -13368070.000000 Penalty: 5741.017090
	Iteration 38Q: 3 clusters Score -1.336807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 104547 members 
Entering Unmasked Estep 
Score: -13368051.000000 Penalty: 5741.017090
	Iteration 39Q: 3 clusters Score -1.336805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 104549 members 
Entering Unmasked Estep 
Score: -13368033.000000 Penalty: 5741.017090
	Iteration 40F: 3 clusters Score -1.336803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 104555 members 
Entering Unmasked Estep 
Score: -13368047.000000 Penalty: 5741.017090
	Iteration 41Q: 3 clusters Score -1.336805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 104562 members 
Entering Unmasked Estep 
Score: -13368031.000000 Penalty: 5741.017090
	Iteration 42Q: 3 clusters Score -1.336803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 104565 members 
Entering Unmasked Estep 
Score: -13368030.000000 Penalty: 5741.017090
	Iteration 43Q: 3 clusters Score -1.336803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 104567 members 
Entering Unmasked Estep 
Score: -13368026.000000 Penalty: 5741.017090
	Iteration 44Q: 3 clusters Score -1.336803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 104569 members 
Entering Unmasked Estep 
Score: -13368022.000000 Penalty: 5741.017090
	Iteration 45Q: 3 clusters Score -1.336802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 104571 members 
Entering Unmasked Estep 
Score: -13368030.000000 Penalty: 5741.017090
	Iteration 46Q: 3 clusters Score -1.336803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 104574 members 
Entering Unmasked Estep 
Score: -13368038.000000 Penalty: 5741.017090
	Iteration 47Q: 3 clusters Score -1.336804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 104581 members 
Entering Unmasked Estep 
Score: -13368032.000000 Penalty: 5741.017090
	Iteration 48Q: 3 clusters Score -1.336803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 104583 members 
Entering Unmasked Estep 
Score: -13368043.000000 Penalty: 5741.017090
	Iteration 49Q: 3 clusters Score -1.336804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 104588 members 
Entering Unmasked Estep 
Score: -13368043.000000 Penalty: 5741.017090
	Iteration 50Q: 3 clusters Score -1.336804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 104590 members 
Entering Unmasked Estep 
Score: -13368049.000000 Penalty: 5741.017090
	Iteration 51Q: 3 clusters Score -1.336805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 104591 members 
Entering Unmasked Estep 
Score: -13368045.000000 Penalty: 5741.017090
	Iteration 52Q: 3 clusters Score -1.336804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 104591 members 
Entering Unmasked Estep 
Score: -13368045.000000 Penalty: 5741.017090
	Iteration 53F: 3 clusters Score -1.336804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Entering Unmasked Estep 
Score: -3620255.000000 Penalty: 2571.865234
	Iteration 0F: 2 clusters Score -3620255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3598502.000000 Penalty: 5143.730469
	Iteration 0F: 3 clusters Score -3598502 nChanged 14528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3606323.000000 Penalty: 5143.730469
	Iteration 1F: 3 clusters Score -3606323 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -3606851.500000 Penalty: 5143.730469
	Iteration 2Q: 3 clusters Score -3606852 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -3607457.750000 Penalty: 5143.730469
	Iteration 3Q: 3 clusters Score -3607458 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -3608146.750000 Penalty: 5143.730469
	Iteration 4Q: 3 clusters Score -3608147 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -3609017.250000 Penalty: 5143.730469
	Iteration 5F: 3 clusters Score -3609017 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -3610087.500000 Penalty: 5143.730469
	Iteration 6F: 3 clusters Score -3610088 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -3611339.000000 Penalty: 5143.730469
	Iteration 7F: 3 clusters Score -3611339 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -3612721.000000 Penalty: 5143.730469
	Iteration 8F: 3 clusters Score -3612721 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -3614030.750000 Penalty: 5143.730469
	Iteration 9F: 3 clusters Score -3614031 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -3615021.500000 Penalty: 5143.730469
	Iteration 10Q: 3 clusters Score -3615022 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -3615685.750000 Penalty: 5143.730469
	Iteration 11Q: 3 clusters Score -3615686 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -3616129.250000 Penalty: 5143.730469
	Iteration 12Q: 3 clusters Score -3616129 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -3616456.750000 Penalty: 5143.730469
	Iteration 13Q: 3 clusters Score -3616457 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -3616726.250000 Penalty: 5143.730469
	Iteration 14Q: 3 clusters Score -3616726 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -3616940.500000 Penalty: 5143.730469
	Iteration 15Q: 3 clusters Score -3616940 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3617071.500000 Penalty: 5143.730469
	Iteration 16Q: 3 clusters Score -3617072 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3617172.000000 Penalty: 5143.730469
	Iteration 17Q: 3 clusters Score -3617172 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3617292.000000 Penalty: 5143.730469
	Iteration 18Q: 3 clusters Score -3617292 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -3617370.250000 Penalty: 5143.730469
	Iteration 19Q: 3 clusters Score -3617370 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3617436.000000 Penalty: 5143.730469
	Iteration 20F: 3 clusters Score -3617436 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -3617519.250000 Penalty: 5143.730469
	Iteration 21Q: 3 clusters Score -3617519 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -3617588.000000 Penalty: 5143.730469
	Iteration 22Q: 3 clusters Score -3617588 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -3617648.750000 Penalty: 5143.730469
	Iteration 23Q: 3 clusters Score -3617649 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3617709.500000 Penalty: 5143.730469
	Iteration 24Q: 3 clusters Score -3617710 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -3617749.000000 Penalty: 5143.730469
	Iteration 25Q: 3 clusters Score -3617749 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -3617801.750000 Penalty: 5143.730469
	Iteration 26Q: 3 clusters Score -3617802 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -3617822.750000 Penalty: 5143.730469
	Iteration 27Q: 3 clusters Score -3617823 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -3617848.500000 Penalty: 5143.730469
	Iteration 28Q: 3 clusters Score -3617848 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -3617878.750000 Penalty: 5143.730469
	Iteration 29Q: 3 clusters Score -3617879 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -3617907.500000 Penalty: 5143.730469
	Iteration 30Q: 3 clusters Score -3617908 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -3617934.250000 Penalty: 5143.730469
	Iteration 31Q: 3 clusters Score -3617934 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -3617977.750000 Penalty: 5143.730469
	Iteration 32Q: 3 clusters Score -3617978 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -3617997.750000 Penalty: 5143.730469
	Iteration 33Q: 3 clusters Score -3617998 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3618012.750000 Penalty: 5143.730469
	Iteration 34Q: 3 clusters Score -3618013 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -3618018.500000 Penalty: 5143.730469
	Iteration 35Q: 3 clusters Score -3618018 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -3618038.500000 Penalty: 5143.730469
	Iteration 36Q: 3 clusters Score -3618038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -3618052.500000 Penalty: 5143.730469
	Iteration 37Q: 3 clusters Score -3618052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -3618066.750000 Penalty: 5143.730469
	Iteration 38Q: 3 clusters Score -3618067 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -3618076.000000 Penalty: 5143.730469
	Iteration 39Q: 3 clusters Score -3618076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -3618079.750000 Penalty: 5143.730469
	Iteration 40F: 3 clusters Score -3618080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -3618080.250000 Penalty: 5143.730469
	Iteration 41Q: 3 clusters Score -3618080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -3618081.750000 Penalty: 5143.730469
	Iteration 42Q: 3 clusters Score -3618082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -3618085.500000 Penalty: 5143.730469
	Iteration 43Q: 3 clusters Score -3618086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -3618083.000000 Penalty: 5143.730469
	Iteration 44Q: 3 clusters Score -3618083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -3618091.500000 Penalty: 5143.730469
	Iteration 45Q: 3 clusters Score -3618092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -3618097.750000 Penalty: 5143.730469
	Iteration 46Q: 3 clusters Score -3618098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -3618104.000000 Penalty: 5143.730469
	Iteration 47Q: 3 clusters Score -3618104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -3618111.500000 Penalty: 5143.730469
	Iteration 48Q: 3 clusters Score -3618112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -3618120.500000 Penalty: 5143.730469
	Iteration 49Q: 3 clusters Score -3618120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -3618127.000000 Penalty: 5143.730469
	Iteration 50Q: 3 clusters Score -3618127 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -3618130.750000 Penalty: 5143.730469
	Iteration 51Q: 3 clusters Score -3618131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -3618128.500000 Penalty: 5143.730469
	Iteration 52Q: 3 clusters Score -3618128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -3618135.250000 Penalty: 5143.730469
	Iteration 53Q: 3 clusters Score -3618135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -3618136.500000 Penalty: 5143.730469
	Iteration 54Q: 3 clusters Score -3618136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -3618129.500000 Penalty: 5143.730469
	Iteration 55Q: 3 clusters Score -3618130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -3618131.500000 Penalty: 5143.730469
	Iteration 56Q: 3 clusters Score -3618132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -3618137.000000 Penalty: 5143.730469
	Iteration 57Q: 3 clusters Score -3618137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -3618142.250000 Penalty: 5143.730469
	Iteration 58Q: 3 clusters Score -3618142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -3618144.000000 Penalty: 5143.730469
	Iteration 59Q: 3 clusters Score -3618144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -3618150.500000 Penalty: 5143.730469
	Iteration 60F: 3 clusters Score -3618150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -3618154.000000 Penalty: 5143.730469
	Iteration 61Q: 3 clusters Score -3618154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -3618161.750000 Penalty: 5143.730469
	Iteration 62Q: 3 clusters Score -3618162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -3618160.500000 Penalty: 5143.730469
	Iteration 63Q: 3 clusters Score -3618160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -3618149.750000 Penalty: 5143.730469
	Iteration 64Q: 3 clusters Score -3618150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -3618155.750000 Penalty: 5143.730469
	Iteration 65Q: 3 clusters Score -3618156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -3618158.000000 Penalty: 5143.730469
	Iteration 66Q: 3 clusters Score -3618158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -3618164.000000 Penalty: 5143.730469
	Iteration 67Q: 3 clusters Score -3618164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -3618169.750000 Penalty: 5143.730469
	Iteration 68Q: 3 clusters Score -3618170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -3618170.250000 Penalty: 5143.730469
	Iteration 69Q: 3 clusters Score -3618170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -3618180.250000 Penalty: 5143.730469
	Iteration 70Q: 3 clusters Score -3618180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -3618187.000000 Penalty: 5143.730469
	Iteration 71Q: 3 clusters Score -3618187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -3618191.250000 Penalty: 5143.730469
	Iteration 72Q: 3 clusters Score -3618191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -3618186.000000 Penalty: 5143.730469
	Iteration 73Q: 3 clusters Score -3618186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -3618185.500000 Penalty: 5143.730469
	Iteration 74Q: 3 clusters Score -3618186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -3618196.500000 Penalty: 5143.730469
	Iteration 75Q: 3 clusters Score -3618196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -3618194.750000 Penalty: 5143.730469
	Iteration 76Q: 3 clusters Score -3618195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -3618206.750000 Penalty: 5143.730469
	Iteration 77Q: 3 clusters Score -3618207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -3618213.000000 Penalty: 5143.730469
	Iteration 78Q: 3 clusters Score -3618213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -3618214.000000 Penalty: 5143.730469
	Iteration 79Q: 3 clusters Score -3618214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -3618225.250000 Penalty: 5143.730469
	Iteration 80F: 3 clusters Score -3618225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -3618223.250000 Penalty: 5143.730469
	Iteration 81Q: 3 clusters Score -3618223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -3618229.500000 Penalty: 5143.730469
	Iteration 82Q: 3 clusters Score -3618230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -3618228.500000 Penalty: 5143.730469
	Iteration 83Q: 3 clusters Score -3618228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -3618227.000000 Penalty: 5143.730469
	Iteration 84Q: 3 clusters Score -3618227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -3618224.000000 Penalty: 5143.730469
	Iteration 85Q: 3 clusters Score -3618224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -3618227.500000 Penalty: 5143.730469
	Iteration 86Q: 3 clusters Score -3618228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -3618231.750000 Penalty: 5143.730469
	Iteration 87Q: 3 clusters Score -3618232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -3618231.750000 Penalty: 5143.730469
	Iteration 88Q: 3 clusters Score -3618232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -3618226.250000 Penalty: 5143.730469
	Iteration 89Q: 3 clusters Score -3618226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -3618225.250000 Penalty: 5143.730469
	Iteration 90Q: 3 clusters Score -3618225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -3618224.750000 Penalty: 5143.730469
	Iteration 91Q: 3 clusters Score -3618225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -3618226.500000 Penalty: 5143.730469
	Iteration 92Q: 3 clusters Score -3618226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -3618224.750000 Penalty: 5143.730469
	Iteration 93Q: 3 clusters Score -3618225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -3618224.750000 Penalty: 5143.730469
	Iteration 94F: 3 clusters Score -3618225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76824 members 
Entering Unmasked Estep 
Score: -9292567.000000 Penalty: 2789.819580
	Iteration 0F: 2 clusters Score -9292567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -9241348.000000 Penalty: 5579.639160
	Iteration 0F: 3 clusters Score -9241348 nChanged 35868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -9261580.000000 Penalty: 5579.639160
	Iteration 1F: 3 clusters Score -9261580 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -9262605.000000 Penalty: 5579.639160
	Iteration 2Q: 3 clusters Score -9262605 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -9264039.000000 Penalty: 5579.639160
	Iteration 3Q: 3 clusters Score -9264039 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -9266097.000000 Penalty: 5579.639160
	Iteration 4Q: 3 clusters Score -9266097 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -9269383.000000 Penalty: 5579.639160
	Iteration 5F: 3 clusters Score -9269383 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57181 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -9274055.000000 Penalty: 5579.639160
	Iteration 6F: 3 clusters Score -9274055 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -9279363.000000 Penalty: 5579.639160
	Iteration 7F: 3 clusters Score -9279363 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67127 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -9283737.000000 Penalty: 5579.639160
	Iteration 8F: 3 clusters Score -9283737 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70147 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -9286667.000000 Penalty: 5579.639160
	Iteration 9Q: 3 clusters Score -9286667 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71892 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -9288202.000000 Penalty: 5579.639160
	Iteration 10Q: 3 clusters Score -9288202 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72901 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -9289065.000000 Penalty: 5579.639160
	Iteration 11Q: 3 clusters Score -9289065 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73526 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -9289623.000000 Penalty: 5579.639160
	Iteration 12Q: 3 clusters Score -9289623 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73933 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -9289912.000000 Penalty: 5579.639160
	Iteration 13Q: 3 clusters Score -9289912 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74225 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -9290088.000000 Penalty: 5579.639160
	Iteration 14Q: 3 clusters Score -9290088 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74418 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -9290195.000000 Penalty: 5579.639160
	Iteration 15Q: 3 clusters Score -9290195 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74548 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -9290254.000000 Penalty: 5579.639160
	Iteration 16Q: 3 clusters Score -9290254 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74635 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -9290341.000000 Penalty: 5579.639160
	Iteration 17Q: 3 clusters Score -9290341 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74716 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -9290371.000000 Penalty: 5579.639160
	Iteration 18Q: 3 clusters Score -9290371 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74781 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -9290410.000000 Penalty: 5579.639160
	Iteration 19Q: 3 clusters Score -9290410 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74836 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -9290421.000000 Penalty: 5579.639160
	Iteration 20F: 3 clusters Score -9290421 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74887 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -9290454.000000 Penalty: 5579.639160
	Iteration 21Q: 3 clusters Score -9290454 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74929 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -9290460.000000 Penalty: 5579.639160
	Iteration 22Q: 3 clusters Score -9290460 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74963 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -9290496.000000 Penalty: 5579.639160
	Iteration 23Q: 3 clusters Score -9290496 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74988 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -9290510.000000 Penalty: 5579.639160
	Iteration 24Q: 3 clusters Score -9290510 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75006 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -9290531.000000 Penalty: 5579.639160
	Iteration 25Q: 3 clusters Score -9290531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75012 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -9290535.000000 Penalty: 5579.639160
	Iteration 26Q: 3 clusters Score -9290535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75024 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -9290539.000000 Penalty: 5579.639160
	Iteration 27Q: 3 clusters Score -9290539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75035 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -9290544.000000 Penalty: 5579.639160
	Iteration 28Q: 3 clusters Score -9290544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75041 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -9290546.000000 Penalty: 5579.639160
	Iteration 29Q: 3 clusters Score -9290546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75047 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -9290545.000000 Penalty: 5579.639160
	Iteration 30Q: 3 clusters Score -9290545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75059 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -9290557.000000 Penalty: 5579.639160
	Iteration 31Q: 3 clusters Score -9290557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75075 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -9290563.000000 Penalty: 5579.639160
	Iteration 32Q: 3 clusters Score -9290563 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75089 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -9290559.000000 Penalty: 5579.639160
	Iteration 33Q: 3 clusters Score -9290559 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75095 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -9290567.000000 Penalty: 5579.639160
	Iteration 34Q: 3 clusters Score -9290567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75100 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -9290586.000000 Penalty: 5579.639160
	Iteration 35Q: 3 clusters Score -9290586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75107 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -9290588.000000 Penalty: 5579.639160
	Iteration 36Q: 3 clusters Score -9290588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75115 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -9290579.000000 Penalty: 5579.639160
	Iteration 37Q: 3 clusters Score -9290579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75117 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -9290587.000000 Penalty: 5579.639160
	Iteration 38Q: 3 clusters Score -9290587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75120 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -9290591.000000 Penalty: 5579.639160
	Iteration 39Q: 3 clusters Score -9290591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75121 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -9290596.000000 Penalty: 5579.639160
	Iteration 40F: 3 clusters Score -9290596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75125 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -9290597.000000 Penalty: 5579.639160
	Iteration 41Q: 3 clusters Score -9290597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75128 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -9290595.000000 Penalty: 5579.639160
	Iteration 42Q: 3 clusters Score -9290595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75131 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -9290597.000000 Penalty: 5579.639160
	Iteration 43Q: 3 clusters Score -9290597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75131 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -9290602.000000 Penalty: 5579.639160
	Iteration 44Q: 3 clusters Score -9290602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75133 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -9290609.000000 Penalty: 5579.639160
	Iteration 45Q: 3 clusters Score -9290609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75135 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -9290622.000000 Penalty: 5579.639160
	Iteration 46Q: 3 clusters Score -9290622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75132 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -9290608.000000 Penalty: 5579.639160
	Iteration 47Q: 3 clusters Score -9290608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75134 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -9290606.000000 Penalty: 5579.639160
	Iteration 48Q: 3 clusters Score -9290606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75136 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -9290601.000000 Penalty: 5579.639160
	Iteration 49Q: 3 clusters Score -9290601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75139 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -9290605.000000 Penalty: 5579.639160
	Iteration 50Q: 3 clusters Score -9290605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75137 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -9290605.000000 Penalty: 5579.639160
	Iteration 51Q: 3 clusters Score -9290605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75139 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -9290619.000000 Penalty: 5579.639160
	Iteration 52Q: 3 clusters Score -9290619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75143 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -9290619.000000 Penalty: 5579.639160
	Iteration 53Q: 3 clusters Score -9290619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75148 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -9290622.000000 Penalty: 5579.639160
	Iteration 54Q: 3 clusters Score -9290622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75152 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -9290624.000000 Penalty: 5579.639160
	Iteration 55Q: 3 clusters Score -9290624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75156 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -9290622.000000 Penalty: 5579.639160
	Iteration 56Q: 3 clusters Score -9290622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -9290627.000000 Penalty: 5579.639160
	Iteration 57Q: 3 clusters Score -9290627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75164 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -9290623.000000 Penalty: 5579.639160
	Iteration 58Q: 3 clusters Score -9290623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75166 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -9290624.000000 Penalty: 5579.639160
	Iteration 59Q: 3 clusters Score -9290624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75170 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -9290624.000000 Penalty: 5579.639160
	Iteration 60F: 3 clusters Score -9290624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75171 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -9290624.000000 Penalty: 5579.639160
	Iteration 61Q: 3 clusters Score -9290624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75171 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -9290630.000000 Penalty: 5579.639160
	Iteration 62Q: 3 clusters Score -9290630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -9290625.000000 Penalty: 5579.639160
	Iteration 63Q: 3 clusters Score -9290625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -9290630.000000 Penalty: 5579.639160
	Iteration 64Q: 3 clusters Score -9290630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75179 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -9290639.000000 Penalty: 5579.639160
	Iteration 65Q: 3 clusters Score -9290639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75180 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -9290635.000000 Penalty: 5579.639160
	Iteration 66Q: 3 clusters Score -9290635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75180 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -9290636.000000 Penalty: 5579.639160
	Iteration 67Q: 3 clusters Score -9290636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75183 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -9290641.000000 Penalty: 5579.639160
	Iteration 68Q: 3 clusters Score -9290641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75183 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -9290641.000000 Penalty: 5579.639160
	Iteration 69F: 3 clusters Score -9290641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Entering Unmasked Estep 
Score: -2615494.000000 Penalty: 2466.719971
	Iteration 0F: 2 clusters Score -2615494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2600948.750000 Penalty: 4933.439941
	Iteration 0F: 3 clusters Score -2600949 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2605802.000000 Penalty: 4933.439941
	Iteration 1F: 3 clusters Score -2605802 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2606196.500000 Penalty: 4933.439941
	Iteration 2F: 3 clusters Score -2606196 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2606599.000000 Penalty: 4933.439941
	Iteration 3Q: 3 clusters Score -2606599 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2607088.750000 Penalty: 4933.439941
	Iteration 4Q: 3 clusters Score -2607089 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2607661.750000 Penalty: 4933.439941
	Iteration 5F: 3 clusters Score -2607662 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2608415.250000 Penalty: 4933.439941
	Iteration 6F: 3 clusters Score -2608415 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2609427.000000 Penalty: 4933.439941
	Iteration 7F: 3 clusters Score -2609427 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2610601.000000 Penalty: 4933.439941
	Iteration 8F: 3 clusters Score -2610601 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2611565.500000 Penalty: 4933.439941
	Iteration 9F: 3 clusters Score -2611566 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2612276.000000 Penalty: 4933.439941
	Iteration 10Q: 3 clusters Score -2612276 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2612732.250000 Penalty: 4933.439941
	Iteration 11Q: 3 clusters Score -2612732 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2612985.500000 Penalty: 4933.439941
	Iteration 12Q: 3 clusters Score -2612986 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2613160.750000 Penalty: 4933.439941
	Iteration 13Q: 3 clusters Score -2613161 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2613276.000000 Penalty: 4933.439941
	Iteration 14Q: 3 clusters Score -2613276 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2613358.500000 Penalty: 4933.439941
	Iteration 15Q: 3 clusters Score -2613358 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2613412.250000 Penalty: 4933.439941
	Iteration 16Q: 3 clusters Score -2613412 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2613458.750000 Penalty: 4933.439941
	Iteration 17Q: 3 clusters Score -2613459 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2613498.250000 Penalty: 4933.439941
	Iteration 18Q: 3 clusters Score -2613498 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2613545.250000 Penalty: 4933.439941
	Iteration 19Q: 3 clusters Score -2613545 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2613559.000000 Penalty: 4933.439941
	Iteration 20F: 3 clusters Score -2613559 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2613577.500000 Penalty: 4933.439941
	Iteration 21Q: 3 clusters Score -2613578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2613585.750000 Penalty: 4933.439941
	Iteration 22Q: 3 clusters Score -2613586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2613594.750000 Penalty: 4933.439941
	Iteration 23Q: 3 clusters Score -2613595 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2613616.750000 Penalty: 4933.439941
	Iteration 24Q: 3 clusters Score -2613617 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2613634.000000 Penalty: 4933.439941
	Iteration 25Q: 3 clusters Score -2613634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2613651.500000 Penalty: 4933.439941
	Iteration 26Q: 3 clusters Score -2613652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2613665.000000 Penalty: 4933.439941
	Iteration 27Q: 3 clusters Score -2613665 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2613677.500000 Penalty: 4933.439941
	Iteration 28Q: 3 clusters Score -2613678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2613687.000000 Penalty: 4933.439941
	Iteration 29Q: 3 clusters Score -2613687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2613700.500000 Penalty: 4933.439941
	Iteration 30Q: 3 clusters Score -2613700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2613709.250000 Penalty: 4933.439941
	Iteration 31Q: 3 clusters Score -2613709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2613714.500000 Penalty: 4933.439941
	Iteration 32Q: 3 clusters Score -2613714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2613723.500000 Penalty: 4933.439941
	Iteration 33Q: 3 clusters Score -2613724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2613733.500000 Penalty: 4933.439941
	Iteration 34Q: 3 clusters Score -2613734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2613736.250000 Penalty: 4933.439941
	Iteration 35Q: 3 clusters Score -2613736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2613737.000000 Penalty: 4933.439941
	Iteration 36Q: 3 clusters Score -2613737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2613736.750000 Penalty: 4933.439941
	Iteration 37Q: 3 clusters Score -2613737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2613738.000000 Penalty: 4933.439941
	Iteration 38Q: 3 clusters Score -2613738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2613741.000000 Penalty: 4933.439941
	Iteration 39Q: 3 clusters Score -2613741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2613742.000000 Penalty: 4933.439941
	Iteration 40F: 3 clusters Score -2613742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2613742.250000 Penalty: 4933.439941
	Iteration 41Q: 3 clusters Score -2613742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2613739.750000 Penalty: 4933.439941
	Iteration 42Q: 3 clusters Score -2613740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2613741.500000 Penalty: 4933.439941
	Iteration 43Q: 3 clusters Score -2613742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2613741.000000 Penalty: 4933.439941
	Iteration 44Q: 3 clusters Score -2613741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2613741.000000 Penalty: 4933.439941
	Iteration 45Q: 3 clusters Score -2613741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2613743.250000 Penalty: 4933.439941
	Iteration 46Q: 3 clusters Score -2613743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2613743.250000 Penalty: 4933.439941
	Iteration 47Q: 3 clusters Score -2613743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -2613743.000000 Penalty: 4933.439941
	Iteration 48Q: 3 clusters Score -2613743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2613746.500000 Penalty: 4933.439941
	Iteration 49Q: 3 clusters Score -2613746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2613746.250000 Penalty: 4933.439941
	Iteration 50Q: 3 clusters Score -2613746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2613747.250000 Penalty: 4933.439941
	Iteration 51Q: 3 clusters Score -2613747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2613746.000000 Penalty: 4933.439941
	Iteration 52Q: 3 clusters Score -2613746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2613743.000000 Penalty: 4933.439941
	Iteration 53Q: 3 clusters Score -2613743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2613743.000000 Penalty: 4933.439941
	Iteration 54F: 3 clusters Score -2613743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Entering Unmasked Estep 
Score: -491225.343750 Penalty: 2067.781250
	Iteration 0F: 2 clusters Score -491225.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -487248.531250 Penalty: 4135.562500
	Iteration 0F: 3 clusters Score -487248.5 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -488133.687500 Penalty: 4135.562500
	Iteration 1F: 3 clusters Score -488133.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -488344.000000 Penalty: 4135.562500
	Iteration 2F: 3 clusters Score -488344 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -488481.906250 Penalty: 4135.562500
	Iteration 3F: 3 clusters Score -488481.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -488570.718750 Penalty: 4135.562500
	Iteration 4Q: 3 clusters Score -488570.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -488640.312500 Penalty: 4135.562500
	Iteration 5Q: 3 clusters Score -488640.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -488702.375000 Penalty: 4135.562500
	Iteration 6Q: 3 clusters Score -488702.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -488755.718750 Penalty: 4135.562500
	Iteration 7Q: 3 clusters Score -488755.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -488799.562500 Penalty: 4135.562500
	Iteration 8Q: 3 clusters Score -488799.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -488838.812500 Penalty: 4135.562500
	Iteration 9Q: 3 clusters Score -488838.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -488870.875000 Penalty: 4135.562500
	Iteration 10Q: 3 clusters Score -488870.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -488899.656250 Penalty: 4135.562500
	Iteration 11Q: 3 clusters Score -488899.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -488927.875000 Penalty: 4135.562500
	Iteration 12Q: 3 clusters Score -488927.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -488949.000000 Penalty: 4135.562500
	Iteration 13Q: 3 clusters Score -488949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -488969.218750 Penalty: 4135.562500
	Iteration 14Q: 3 clusters Score -488969.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -488985.968750 Penalty: 4135.562500
	Iteration 15Q: 3 clusters Score -488986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -489000.281250 Penalty: 4135.562500
	Iteration 16Q: 3 clusters Score -489000.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -489009.750000 Penalty: 4135.562500
	Iteration 17Q: 3 clusters Score -489009.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -489018.062500 Penalty: 4135.562500
	Iteration 18Q: 3 clusters Score -489018.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -489025.250000 Penalty: 4135.562500
	Iteration 19Q: 3 clusters Score -489025.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -489032.875000 Penalty: 4135.562500
	Iteration 20F: 3 clusters Score -489032.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -489042.343750 Penalty: 4135.562500
	Iteration 21Q: 3 clusters Score -489042.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -489055.937500 Penalty: 4135.562500
	Iteration 22Q: 3 clusters Score -489055.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -489065.625000 Penalty: 4135.562500
	Iteration 23Q: 3 clusters Score -489065.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -489073.781250 Penalty: 4135.562500
	Iteration 24Q: 3 clusters Score -489073.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -489083.031250 Penalty: 4135.562500
	Iteration 25Q: 3 clusters Score -489083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -489091.187500 Penalty: 4135.562500
	Iteration 26Q: 3 clusters Score -489091.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -489097.312500 Penalty: 4135.562500
	Iteration 27Q: 3 clusters Score -489097.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -489102.468750 Penalty: 4135.562500
	Iteration 28Q: 3 clusters Score -489102.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -489109.000000 Penalty: 4135.562500
	Iteration 29Q: 3 clusters Score -489109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -489116.593750 Penalty: 4135.562500
	Iteration 30Q: 3 clusters Score -489116.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -489121.375000 Penalty: 4135.562500
	Iteration 31Q: 3 clusters Score -489121.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -489125.843750 Penalty: 4135.562500
	Iteration 32Q: 3 clusters Score -489125.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -489128.312500 Penalty: 4135.562500
	Iteration 33Q: 3 clusters Score -489128.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -489130.156250 Penalty: 4135.562500
	Iteration 34Q: 3 clusters Score -489130.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -489136.000000 Penalty: 4135.562500
	Iteration 35Q: 3 clusters Score -489136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -489141.968750 Penalty: 4135.562500
	Iteration 36Q: 3 clusters Score -489142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -489143.281250 Penalty: 4135.562500
	Iteration 37Q: 3 clusters Score -489143.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -489143.625000 Penalty: 4135.562500
	Iteration 38Q: 3 clusters Score -489143.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -489145.625000 Penalty: 4135.562500
	Iteration 39Q: 3 clusters Score -489145.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -489146.343750 Penalty: 4135.562500
	Iteration 40F: 3 clusters Score -489146.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -489148.750000 Penalty: 4135.562500
	Iteration 41Q: 3 clusters Score -489148.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -489150.593750 Penalty: 4135.562500
	Iteration 42Q: 3 clusters Score -489150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -489152.468750 Penalty: 4135.562500
	Iteration 43Q: 3 clusters Score -489152.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -489153.875000 Penalty: 4135.562500
	Iteration 44Q: 3 clusters Score -489153.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -489154.031250 Penalty: 4135.562500
	Iteration 45Q: 3 clusters Score -489154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -489154.468750 Penalty: 4135.562500
	Iteration 46Q: 3 clusters Score -489154.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -489154.843750 Penalty: 4135.562500
	Iteration 47Q: 3 clusters Score -489154.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -489154.843750 Penalty: 4135.562500
	Iteration 48F: 3 clusters Score -489154.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Entering Unmasked Estep 
Score: -2746424.500000 Penalty: 2483.016113
	Iteration 0F: 2 clusters Score -2746424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2730994.750000 Penalty: 4966.032227
	Iteration 0F: 3 clusters Score -2730995 nChanged 9938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2736300.500000 Penalty: 4966.032227
	Iteration 1F: 3 clusters Score -2736300 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2736666.000000 Penalty: 4966.032227
	Iteration 2Q: 3 clusters Score -2736666 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2736932.500000 Penalty: 4966.032227
	Iteration 3Q: 3 clusters Score -2736932 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2737110.250000 Penalty: 4966.032227
	Iteration 4Q: 3 clusters Score -2737110 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2737291.500000 Penalty: 4966.032227
	Iteration 5Q: 3 clusters Score -2737292 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2737430.250000 Penalty: 4966.032227
	Iteration 6Q: 3 clusters Score -2737430 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2737646.250000 Penalty: 4966.032227
	Iteration 7Q: 3 clusters Score -2737646 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2737900.000000 Penalty: 4966.032227
	Iteration 8Q: 3 clusters Score -2737900 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2738245.750000 Penalty: 4966.032227
	Iteration 9Q: 3 clusters Score -2738246 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2738858.000000 Penalty: 4966.032227
	Iteration 10Q: 3 clusters Score -2738858 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2739674.000000 Penalty: 4966.032227
	Iteration 11F: 3 clusters Score -2739674 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2740635.500000 Penalty: 4966.032227
	Iteration 12F: 3 clusters Score -2740636 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2741657.000000 Penalty: 4966.032227
	Iteration 13F: 3 clusters Score -2741657 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2742602.250000 Penalty: 4966.032227
	Iteration 14Q: 3 clusters Score -2742602 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2743290.250000 Penalty: 4966.032227
	Iteration 15Q: 3 clusters Score -2743290 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2743712.250000 Penalty: 4966.032227
	Iteration 16Q: 3 clusters Score -2743712 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2743928.000000 Penalty: 4966.032227
	Iteration 17Q: 3 clusters Score -2743928 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2744055.250000 Penalty: 4966.032227
	Iteration 18Q: 3 clusters Score -2744055 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2744145.500000 Penalty: 4966.032227
	Iteration 19Q: 3 clusters Score -2744146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2744194.500000 Penalty: 4966.032227
	Iteration 20F: 3 clusters Score -2744194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2744226.500000 Penalty: 4966.032227
	Iteration 21Q: 3 clusters Score -2744226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2744249.250000 Penalty: 4966.032227
	Iteration 22Q: 3 clusters Score -2744249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2744268.500000 Penalty: 4966.032227
	Iteration 23Q: 3 clusters Score -2744268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2744277.500000 Penalty: 4966.032227
	Iteration 24Q: 3 clusters Score -2744278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2744286.750000 Penalty: 4966.032227
	Iteration 25Q: 3 clusters Score -2744287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2744296.750000 Penalty: 4966.032227
	Iteration 26Q: 3 clusters Score -2744297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2744300.750000 Penalty: 4966.032227
	Iteration 27Q: 3 clusters Score -2744301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2744300.750000 Penalty: 4966.032227
	Iteration 28F: 3 clusters Score -2744301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Entering Unmasked Estep 
Score: -3021694.500000 Penalty: 2511.899902
	Iteration 0F: 2 clusters Score -3021694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -3004328.750000 Penalty: 5023.799805
	Iteration 0F: 3 clusters Score -3004329 nChanged 11114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -3010508.500000 Penalty: 5023.799805
	Iteration 1F: 3 clusters Score -3010508 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -3011403.000000 Penalty: 5023.799805
	Iteration 2F: 3 clusters Score -3011403 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -3012507.750000 Penalty: 5023.799805
	Iteration 3F: 3 clusters Score -3012508 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3013763.500000 Penalty: 5023.799805
	Iteration 4F: 3 clusters Score -3013764 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -3015059.500000 Penalty: 5023.799805
	Iteration 5F: 3 clusters Score -3015060 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -3016266.000000 Penalty: 5023.799805
	Iteration 6F: 3 clusters Score -3016266 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3017294.750000 Penalty: 5023.799805
	Iteration 7F: 3 clusters Score -3017295 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -3018249.000000 Penalty: 5023.799805
	Iteration 8Q: 3 clusters Score -3018249 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -3019055.250000 Penalty: 5023.799805
	Iteration 9Q: 3 clusters Score -3019055 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -3019642.500000 Penalty: 5023.799805
	Iteration 10Q: 3 clusters Score -3019642 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -3019972.000000 Penalty: 5023.799805
	Iteration 11Q: 3 clusters Score -3019972 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -3020151.750000 Penalty: 5023.799805
	Iteration 12Q: 3 clusters Score -3020152 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -3020247.750000 Penalty: 5023.799805
	Iteration 13Q: 3 clusters Score -3020248 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -3020309.000000 Penalty: 5023.799805
	Iteration 14Q: 3 clusters Score -3020309 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -3020360.250000 Penalty: 5023.799805
	Iteration 15Q: 3 clusters Score -3020360 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -3020400.500000 Penalty: 5023.799805
	Iteration 16Q: 3 clusters Score -3020400 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -3020427.500000 Penalty: 5023.799805
	Iteration 17Q: 3 clusters Score -3020428 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -3020458.250000 Penalty: 5023.799805
	Iteration 18Q: 3 clusters Score -3020458 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -3020475.000000 Penalty: 5023.799805
	Iteration 19Q: 3 clusters Score -3020475 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -3020494.250000 Penalty: 5023.799805
	Iteration 20F: 3 clusters Score -3020494 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -3020510.250000 Penalty: 5023.799805
	Iteration 21Q: 3 clusters Score -3020510 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -3020532.250000 Penalty: 5023.799805
	Iteration 22Q: 3 clusters Score -3020532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -3020533.250000 Penalty: 5023.799805
	Iteration 23Q: 3 clusters Score -3020533 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -3020551.000000 Penalty: 5023.799805
	Iteration 24Q: 3 clusters Score -3020551 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -3020554.250000 Penalty: 5023.799805
	Iteration 25Q: 3 clusters Score -3020554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -3020561.500000 Penalty: 5023.799805
	Iteration 26Q: 3 clusters Score -3020562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -3020571.250000 Penalty: 5023.799805
	Iteration 27Q: 3 clusters Score -3020571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -3020586.000000 Penalty: 5023.799805
	Iteration 28Q: 3 clusters Score -3020586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -3020586.250000 Penalty: 5023.799805
	Iteration 29Q: 3 clusters Score -3020586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -3020596.250000 Penalty: 5023.799805
	Iteration 30Q: 3 clusters Score -3020596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -3020593.750000 Penalty: 5023.799805
	Iteration 31Q: 3 clusters Score -3020594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -3020590.750000 Penalty: 5023.799805
	Iteration 32Q: 3 clusters Score -3020591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -3020595.000000 Penalty: 5023.799805
	Iteration 33Q: 3 clusters Score -3020595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -3020601.000000 Penalty: 5023.799805
	Iteration 34Q: 3 clusters Score -3020601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -3020602.500000 Penalty: 5023.799805
	Iteration 35Q: 3 clusters Score -3020602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -3020601.500000 Penalty: 5023.799805
	Iteration 36Q: 3 clusters Score -3020602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -3020605.250000 Penalty: 5023.799805
	Iteration 37Q: 3 clusters Score -3020605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -3020609.000000 Penalty: 5023.799805
	Iteration 38Q: 3 clusters Score -3020609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -3020609.750000 Penalty: 5023.799805
	Iteration 39Q: 3 clusters Score -3020610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -3020614.750000 Penalty: 5023.799805
	Iteration 40F: 3 clusters Score -3020615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -3020621.250000 Penalty: 5023.799805
	Iteration 41Q: 3 clusters Score -3020621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3020625.000000 Penalty: 5023.799805
	Iteration 42Q: 3 clusters Score -3020625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -3020625.250000 Penalty: 5023.799805
	Iteration 43Q: 3 clusters Score -3020625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -3020629.000000 Penalty: 5023.799805
	Iteration 44Q: 3 clusters Score -3020629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -3020630.000000 Penalty: 5023.799805
	Iteration 45Q: 3 clusters Score -3020630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -3020636.750000 Penalty: 5023.799805
	Iteration 46Q: 3 clusters Score -3020637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -3020637.250000 Penalty: 5023.799805
	Iteration 47Q: 3 clusters Score -3020637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -3020641.000000 Penalty: 5023.799805
	Iteration 48Q: 3 clusters Score -3020641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -3020643.750000 Penalty: 5023.799805
	Iteration 49Q: 3 clusters Score -3020644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -3020646.750000 Penalty: 5023.799805
	Iteration 50Q: 3 clusters Score -3020647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -3020648.500000 Penalty: 5023.799805
	Iteration 51Q: 3 clusters Score -3020648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -3020648.250000 Penalty: 5023.799805
	Iteration 52Q: 3 clusters Score -3020648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -3020652.750000 Penalty: 5023.799805
	Iteration 53Q: 3 clusters Score -3020653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -3020650.500000 Penalty: 5023.799805
	Iteration 54Q: 3 clusters Score -3020650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -3020650.000000 Penalty: 5023.799805
	Iteration 55Q: 3 clusters Score -3020650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -3020650.250000 Penalty: 5023.799805
	Iteration 56Q: 3 clusters Score -3020650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -3020651.000000 Penalty: 5023.799805
	Iteration 57Q: 3 clusters Score -3020651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -3020650.000000 Penalty: 5023.799805
	Iteration 58Q: 3 clusters Score -3020650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -3020650.750000 Penalty: 5023.799805
	Iteration 59Q: 3 clusters Score -3020651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -3020650.250000 Penalty: 5023.799805
	Iteration 60F: 3 clusters Score -3020650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -3020646.750000 Penalty: 5023.799805
	Iteration 61Q: 3 clusters Score -3020647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -3020647.750000 Penalty: 5023.799805
	Iteration 62Q: 3 clusters Score -3020648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -3020645.000000 Penalty: 5023.799805
	Iteration 63Q: 3 clusters Score -3020645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -3020645.000000 Penalty: 5023.799805
	Iteration 64Q: 3 clusters Score -3020645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -3020643.250000 Penalty: 5023.799805
	Iteration 65Q: 3 clusters Score -3020643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -3020641.750000 Penalty: 5023.799805
	Iteration 66Q: 3 clusters Score -3020642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -3020642.000000 Penalty: 5023.799805
	Iteration 67Q: 3 clusters Score -3020642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -3020644.750000 Penalty: 5023.799805
	Iteration 68Q: 3 clusters Score -3020645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -3020647.500000 Penalty: 5023.799805
	Iteration 69Q: 3 clusters Score -3020648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -3020648.000000 Penalty: 5023.799805
	Iteration 70Q: 3 clusters Score -3020648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -3020648.000000 Penalty: 5023.799805
	Iteration 71F: 3 clusters Score -3020648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (163081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163081 members 
Entering Unmasked Estep 
Score: -20429194.000000 Penalty: 2976.496582
	Iteration 0F: 2 clusters Score -2.042919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81794 members 
Mstep: Class 2 contains 81287 members 
Entering Unmasked Estep 
Score: -20320416.000000 Penalty: 5952.993164
	Iteration 0F: 3 clusters Score -2.032042e+07 nChanged 78019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85361 members 
Mstep: Class 2 contains 77720 members 
Entering Unmasked Estep 
Score: -20365578.000000 Penalty: 5952.993164
	Iteration 1F: 3 clusters Score -2.036558e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87666 members 
Mstep: Class 2 contains 75415 members 
Entering Unmasked Estep 
Score: -20366814.000000 Penalty: 5952.993164
	Iteration 2Q: 3 clusters Score -2.036681e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91227 members 
Mstep: Class 2 contains 71854 members 
Entering Unmasked Estep 
Score: -20368844.000000 Penalty: 5952.993164
	Iteration 3Q: 3 clusters Score -2.036884e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96773 members 
Mstep: Class 2 contains 66308 members 
Entering Unmasked Estep 
Score: -20372578.000000 Penalty: 5952.993164
	Iteration 4Q: 3 clusters Score -2.037258e+07 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104873 members 
Mstep: Class 2 contains 58208 members 
Entering Unmasked Estep 
Score: -20378924.000000 Penalty: 5952.993164
	Iteration 5F: 3 clusters Score -2.037892e+07 nChanged 12794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115633 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -20388864.000000 Penalty: 5952.993164
	Iteration 6F: 3 clusters Score -2.038886e+07 nChanged 13800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127763 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -20401330.000000 Penalty: 5952.993164
	Iteration 7F: 3 clusters Score -2.040133e+07 nChanged 11799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138218 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -20412798.000000 Penalty: 5952.993164
	Iteration 8F: 3 clusters Score -2.04128e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144924 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -20420232.000000 Penalty: 5952.993164
	Iteration 9Q: 3 clusters Score -2.042023e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148581 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -20423606.000000 Penalty: 5952.993164
	Iteration 10Q: 3 clusters Score -2.042361e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150774 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -20425198.000000 Penalty: 5952.993164
	Iteration 11Q: 3 clusters Score -2.04252e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152425 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -20426028.000000 Penalty: 5952.993164
	Iteration 12Q: 3 clusters Score -2.042603e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153746 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -20426646.000000 Penalty: 5952.993164
	Iteration 13Q: 3 clusters Score -2.042665e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154859 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -20427054.000000 Penalty: 5952.993164
	Iteration 14Q: 3 clusters Score -2.042705e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155771 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -20427426.000000 Penalty: 5952.993164
	Iteration 15Q: 3 clusters Score -2.042743e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156535 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -20427576.000000 Penalty: 5952.993164
	Iteration 16Q: 3 clusters Score -2.042758e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157143 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -20427658.000000 Penalty: 5952.993164
	Iteration 17Q: 3 clusters Score -2.042766e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157646 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -20427826.000000 Penalty: 5952.993164
	Iteration 18Q: 3 clusters Score -2.042783e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158070 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -20427948.000000 Penalty: 5952.993164
	Iteration 19Q: 3 clusters Score -2.042795e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158430 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -20428116.000000 Penalty: 5952.993164
	Iteration 20F: 3 clusters Score -2.042812e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158700 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -20428158.000000 Penalty: 5952.993164
	Iteration 21Q: 3 clusters Score -2.042816e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158959 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -20428294.000000 Penalty: 5952.993164
	Iteration 22Q: 3 clusters Score -2.042829e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159186 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -20428372.000000 Penalty: 5952.993164
	Iteration 23Q: 3 clusters Score -2.042837e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159376 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -20428442.000000 Penalty: 5952.993164
	Iteration 24Q: 3 clusters Score -2.042844e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159537 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -20428516.000000 Penalty: 5952.993164
	Iteration 25Q: 3 clusters Score -2.042852e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159669 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -20428506.000000 Penalty: 5952.993164
	Iteration 26Q: 3 clusters Score -2.042851e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159785 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -20428542.000000 Penalty: 5952.993164
	Iteration 27Q: 3 clusters Score -2.042854e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159887 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -20428570.000000 Penalty: 5952.993164
	Iteration 28Q: 3 clusters Score -2.042857e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159985 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -20428624.000000 Penalty: 5952.993164
	Iteration 29Q: 3 clusters Score -2.042862e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160072 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -20428658.000000 Penalty: 5952.993164
	Iteration 30Q: 3 clusters Score -2.042866e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160135 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -20428638.000000 Penalty: 5952.993164
	Iteration 31Q: 3 clusters Score -2.042864e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160189 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -20428608.000000 Penalty: 5952.993164
	Iteration 32Q: 3 clusters Score -2.042861e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160234 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -20428620.000000 Penalty: 5952.993164
	Iteration 33Q: 3 clusters Score -2.042862e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160286 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -20428668.000000 Penalty: 5952.993164
	Iteration 34Q: 3 clusters Score -2.042867e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160320 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -20428674.000000 Penalty: 5952.993164
	Iteration 35Q: 3 clusters Score -2.042867e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160361 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -20428718.000000 Penalty: 5952.993164
	Iteration 36Q: 3 clusters Score -2.042872e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160409 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -20428720.000000 Penalty: 5952.993164
	Iteration 37Q: 3 clusters Score -2.042872e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160444 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -20428738.000000 Penalty: 5952.993164
	Iteration 38Q: 3 clusters Score -2.042874e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160474 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -20428756.000000 Penalty: 5952.993164
	Iteration 39Q: 3 clusters Score -2.042876e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160521 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -20428812.000000 Penalty: 5952.993164
	Iteration 40F: 3 clusters Score -2.042881e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160566 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -20428866.000000 Penalty: 5952.993164
	Iteration 41Q: 3 clusters Score -2.042887e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160607 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -20428926.000000 Penalty: 5952.993164
	Iteration 42Q: 3 clusters Score -2.042893e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160633 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -20428980.000000 Penalty: 5952.993164
	Iteration 43Q: 3 clusters Score -2.042898e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160675 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -20429000.000000 Penalty: 5952.993164
	Iteration 44Q: 3 clusters Score -2.0429e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160709 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -20429056.000000 Penalty: 5952.993164
	Iteration 45Q: 3 clusters Score -2.042906e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160727 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -20429102.000000 Penalty: 5952.993164
	Iteration 46Q: 3 clusters Score -2.04291e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160749 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -20429128.000000 Penalty: 5952.993164
	Iteration 47Q: 3 clusters Score -2.042913e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160770 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -20429186.000000 Penalty: 5952.993164
	Iteration 48Q: 3 clusters Score -2.042919e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160776 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -20429184.000000 Penalty: 5952.993164
	Iteration 49Q: 3 clusters Score -2.042918e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160779 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -20429218.000000 Penalty: 5952.993164
	Iteration 50Q: 3 clusters Score -2.042922e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160786 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -20429280.000000 Penalty: 5952.993164
	Iteration 51Q: 3 clusters Score -2.042928e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160799 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -20429330.000000 Penalty: 5952.993164
	Iteration 52Q: 3 clusters Score -2.042933e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160800 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -20429312.000000 Penalty: 5952.993164
	Iteration 53Q: 3 clusters Score -2.042931e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160806 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -20429324.000000 Penalty: 5952.993164
	Iteration 54Q: 3 clusters Score -2.042932e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160814 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -20429348.000000 Penalty: 5952.993164
	Iteration 55Q: 3 clusters Score -2.042935e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160824 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -20429352.000000 Penalty: 5952.993164
	Iteration 56Q: 3 clusters Score -2.042935e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160830 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -20429354.000000 Penalty: 5952.993164
	Iteration 57Q: 3 clusters Score -2.042935e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160835 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -20429356.000000 Penalty: 5952.993164
	Iteration 58Q: 3 clusters Score -2.042936e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160839 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -20429358.000000 Penalty: 5952.993164
	Iteration 59Q: 3 clusters Score -2.042936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160838 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -20429360.000000 Penalty: 5952.993164
	Iteration 60F: 3 clusters Score -2.042936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160839 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -20429354.000000 Penalty: 5952.993164
	Iteration 61Q: 3 clusters Score -2.042935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160842 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -20429356.000000 Penalty: 5952.993164
	Iteration 62Q: 3 clusters Score -2.042936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160846 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -20429362.000000 Penalty: 5952.993164
	Iteration 63Q: 3 clusters Score -2.042936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160846 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -20429370.000000 Penalty: 5952.993164
	Iteration 64Q: 3 clusters Score -2.042937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160846 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -20429358.000000 Penalty: 5952.993164
	Iteration 65Q: 3 clusters Score -2.042936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160844 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -20429360.000000 Penalty: 5952.993164
	Iteration 66Q: 3 clusters Score -2.042936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160843 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -20429358.000000 Penalty: 5952.993164
	Iteration 67Q: 3 clusters Score -2.042936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160843 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -20429358.000000 Penalty: 5952.993164
	Iteration 68F: 3 clusters Score -2.042936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 289979 members 
Mstep: Class 2 contains 56180 members 
Mstep: Class 3 contains 18416 members 
Mstep: Class 4 contains 276504 members 
Mstep: Class 5 contains 9898 members 
Mstep: Class 6 contains 22128 members 
Mstep: Class 7 contains 8647 members 
Mstep: Class 8 contains 106365 members 
Mstep: Class 9 contains 31902 members 
Mstep: Class 10 contains 76824 members 
Mstep: Class 11 contains 20878 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 22296 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 160843 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12088 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3627 members 
Mstep: Class 20 contains 14358 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10764 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 83999 members 
Mstep: Class 27 contains 386 members 
Mstep: Class 28 contains 2238 members 
Entering Unmasked Estep 
Score: -154624464.000000 Penalty: 97617.203125
Splitting cluster 15 changes total score from -154624720.000000 to -154624464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Entering Unmasked Estep 
Score: -116815.218750 Penalty: 1770.045044
	Iteration 0F: 2 clusters Score -116815.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -114819.703125 Penalty: 3540.090088
	Iteration 0F: 3 clusters Score -114819.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -115247.882812 Penalty: 3540.090088
	Iteration 1F: 3 clusters Score -115247.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -115402.789062 Penalty: 3540.090088
	Iteration 2F: 3 clusters Score -115402.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -115498.054688 Penalty: 3540.090088
	Iteration 3Q: 3 clusters Score -115498.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -115590.609375 Penalty: 3540.090088
	Iteration 4Q: 3 clusters Score -115590.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -115664.460938 Penalty: 3540.090088
	Iteration 5Q: 3 clusters Score -115664.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -115717.164062 Penalty: 3540.090088
	Iteration 6Q: 3 clusters Score -115717.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -115759.359375 Penalty: 3540.090088
	Iteration 7Q: 3 clusters Score -115759.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -115795.742188 Penalty: 3540.090088
	Iteration 8Q: 3 clusters Score -115795.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -115814.187500 Penalty: 3540.090088
	Iteration 9Q: 3 clusters Score -115814.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -115830.007812 Penalty: 3540.090088
	Iteration 10Q: 3 clusters Score -115830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -115854.484375 Penalty: 3540.090088
	Iteration 11Q: 3 clusters Score -115854.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -115898.765625 Penalty: 3540.090088
	Iteration 12Q: 3 clusters Score -115898.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -115945.937500 Penalty: 3540.090088
	Iteration 13Q: 3 clusters Score -115945.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -115987.031250 Penalty: 3540.090088
	Iteration 14Q: 3 clusters Score -115987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -116010.296875 Penalty: 3540.090088
	Iteration 15Q: 3 clusters Score -116010.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -116017.820312 Penalty: 3540.090088
	Iteration 16Q: 3 clusters Score -116017.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -116027.023438 Penalty: 3540.090088
	Iteration 17Q: 3 clusters Score -116027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -116038.218750 Penalty: 3540.090088
	Iteration 18Q: 3 clusters Score -116038.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -116045.921875 Penalty: 3540.090088
	Iteration 19Q: 3 clusters Score -116045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -116056.468750 Penalty: 3540.090088
	Iteration 20F: 3 clusters Score -116056.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -116067.812500 Penalty: 3540.090088
	Iteration 21Q: 3 clusters Score -116067.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -116073.062500 Penalty: 3540.090088
	Iteration 22Q: 3 clusters Score -116073.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -116074.085938 Penalty: 3540.090088
	Iteration 23Q: 3 clusters Score -116074.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -116076.781250 Penalty: 3540.090088
	Iteration 24Q: 3 clusters Score -116076.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -116078.328125 Penalty: 3540.090088
	Iteration 25Q: 3 clusters Score -116078.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -116078.328125 Penalty: 3540.090088
	Iteration 26F: 3 clusters Score -116078.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Entering Unmasked Estep 
Score: -1493226.750000 Penalty: 2331.192139
	Iteration 0F: 2 clusters Score -1493227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1484169.000000 Penalty: 4662.384277
	Iteration 0F: 3 clusters Score -1484169 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1486969.125000 Penalty: 4662.384277
	Iteration 1F: 3 clusters Score -1486969 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1487324.125000 Penalty: 4662.384277
	Iteration 2F: 3 clusters Score -1487324 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1487621.875000 Penalty: 4662.384277
	Iteration 3F: 3 clusters Score -1487622 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1487829.375000 Penalty: 4662.384277
	Iteration 4Q: 3 clusters Score -1487829 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1488029.000000 Penalty: 4662.384277
	Iteration 5Q: 3 clusters Score -1488029 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1488197.250000 Penalty: 4662.384277
	Iteration 6Q: 3 clusters Score -1488197 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1488341.250000 Penalty: 4662.384277
	Iteration 7Q: 3 clusters Score -1488341 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1488491.625000 Penalty: 4662.384277
	Iteration 8Q: 3 clusters Score -1488492 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1488664.250000 Penalty: 4662.384277
	Iteration 9Q: 3 clusters Score -1488664 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1488866.250000 Penalty: 4662.384277
	Iteration 10Q: 3 clusters Score -1488866 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1489108.000000 Penalty: 4662.384277
	Iteration 11Q: 3 clusters Score -1489108 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1489429.750000 Penalty: 4662.384277
	Iteration 12Q: 3 clusters Score -1489430 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1489795.625000 Penalty: 4662.384277
	Iteration 13Q: 3 clusters Score -1489796 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1490134.750000 Penalty: 4662.384277
	Iteration 14Q: 3 clusters Score -1490135 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1490443.375000 Penalty: 4662.384277
	Iteration 15Q: 3 clusters Score -1490443 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1490723.125000 Penalty: 4662.384277
	Iteration 16Q: 3 clusters Score -1490723 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1490887.875000 Penalty: 4662.384277
	Iteration 17Q: 3 clusters Score -1490888 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1491011.750000 Penalty: 4662.384277
	Iteration 18Q: 3 clusters Score -1491012 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1491115.625000 Penalty: 4662.384277
	Iteration 19Q: 3 clusters Score -1491116 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1491190.625000 Penalty: 4662.384277
	Iteration 20F: 3 clusters Score -1491191 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1491250.000000 Penalty: 4662.384277
	Iteration 21Q: 3 clusters Score -1491250 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1491297.875000 Penalty: 4662.384277
	Iteration 22Q: 3 clusters Score -1491298 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1491338.000000 Penalty: 4662.384277
	Iteration 23Q: 3 clusters Score -1491338 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1491364.750000 Penalty: 4662.384277
	Iteration 24Q: 3 clusters Score -1491365 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1491390.375000 Penalty: 4662.384277
	Iteration 25Q: 3 clusters Score -1491390 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1491415.625000 Penalty: 4662.384277
	Iteration 26Q: 3 clusters Score -1491416 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1491432.375000 Penalty: 4662.384277
	Iteration 27Q: 3 clusters Score -1491432 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1491444.625000 Penalty: 4662.384277
	Iteration 28Q: 3 clusters Score -1491445 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1491453.000000 Penalty: 4662.384277
	Iteration 29Q: 3 clusters Score -1491453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1491458.625000 Penalty: 4662.384277
	Iteration 30Q: 3 clusters Score -1491459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1491461.250000 Penalty: 4662.384277
	Iteration 31Q: 3 clusters Score -1491461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1491465.625000 Penalty: 4662.384277
	Iteration 32Q: 3 clusters Score -1491466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1491465.250000 Penalty: 4662.384277
	Iteration 33Q: 3 clusters Score -1491465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1491463.625000 Penalty: 4662.384277
	Iteration 34Q: 3 clusters Score -1491464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1491466.125000 Penalty: 4662.384277
	Iteration 35Q: 3 clusters Score -1491466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1491465.500000 Penalty: 4662.384277
	Iteration 36Q: 3 clusters Score -1491466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1491468.750000 Penalty: 4662.384277
	Iteration 37Q: 3 clusters Score -1491469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1491465.750000 Penalty: 4662.384277
	Iteration 38Q: 3 clusters Score -1491466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1491466.000000 Penalty: 4662.384277
	Iteration 39Q: 3 clusters Score -1491466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1491464.500000 Penalty: 4662.384277
	Iteration 40F: 3 clusters Score -1491464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1491466.625000 Penalty: 4662.384277
	Iteration 41Q: 3 clusters Score -1491467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1491470.000000 Penalty: 4662.384277
	Iteration 42Q: 3 clusters Score -1491470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1491473.875000 Penalty: 4662.384277
	Iteration 43Q: 3 clusters Score -1491474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1491469.625000 Penalty: 4662.384277
	Iteration 44Q: 3 clusters Score -1491470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1491471.500000 Penalty: 4662.384277
	Iteration 45Q: 3 clusters Score -1491472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1491468.625000 Penalty: 4662.384277
	Iteration 46Q: 3 clusters Score -1491469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1491472.000000 Penalty: 4662.384277
	Iteration 47Q: 3 clusters Score -1491472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1491475.750000 Penalty: 4662.384277
	Iteration 48Q: 3 clusters Score -1491476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1491476.250000 Penalty: 4662.384277
	Iteration 49Q: 3 clusters Score -1491476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1491480.750000 Penalty: 4662.384277
	Iteration 50Q: 3 clusters Score -1491481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1491482.375000 Penalty: 4662.384277
	Iteration 51Q: 3 clusters Score -1491482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1491479.375000 Penalty: 4662.384277
	Iteration 52Q: 3 clusters Score -1491479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1491485.375000 Penalty: 4662.384277
	Iteration 53Q: 3 clusters Score -1491485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1491483.375000 Penalty: 4662.384277
	Iteration 54Q: 3 clusters Score -1491483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1491486.125000 Penalty: 4662.384277
	Iteration 55Q: 3 clusters Score -1491486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1491486.750000 Penalty: 4662.384277
	Iteration 56Q: 3 clusters Score -1491487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1491490.875000 Penalty: 4662.384277
	Iteration 57Q: 3 clusters Score -1491491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1491487.750000 Penalty: 4662.384277
	Iteration 58Q: 3 clusters Score -1491488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1491493.375000 Penalty: 4662.384277
	Iteration 59Q: 3 clusters Score -1491493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1491492.125000 Penalty: 4662.384277
	Iteration 60F: 3 clusters Score -1491492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1491493.500000 Penalty: 4662.384277
	Iteration 61Q: 3 clusters Score -1491494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1491492.625000 Penalty: 4662.384277
	Iteration 62Q: 3 clusters Score -1491493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1491490.875000 Penalty: 4662.384277
	Iteration 63Q: 3 clusters Score -1491491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1491492.875000 Penalty: 4662.384277
	Iteration 64Q: 3 clusters Score -1491493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1491494.000000 Penalty: 4662.384277
	Iteration 65Q: 3 clusters Score -1491494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1491495.250000 Penalty: 4662.384277
	Iteration 66Q: 3 clusters Score -1491495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1491493.500000 Penalty: 4662.384277
	Iteration 67Q: 3 clusters Score -1491494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1491493.500000 Penalty: 4662.384277
	Iteration 68F: 3 clusters Score -1491494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Entering Unmasked Estep 
Score: -194054.187500 Penalty: 1845.738159
	Iteration 0F: 2 clusters Score -194054.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -191604.062500 Penalty: 3691.476318
	Iteration 0F: 3 clusters Score -191604.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -192058.718750 Penalty: 3691.476318
	Iteration 1F: 3 clusters Score -192058.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -192235.671875 Penalty: 3691.476318
	Iteration 2F: 3 clusters Score -192235.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -192407.765625 Penalty: 3691.476318
	Iteration 3F: 3 clusters Score -192407.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -192663.437500 Penalty: 3691.476318
	Iteration 4F: 3 clusters Score -192663.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -192990.765625 Penalty: 3691.476318
	Iteration 5F: 3 clusters Score -192990.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -193269.328125 Penalty: 3691.476318
	Iteration 6F: 3 clusters Score -193269.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -193493.656250 Penalty: 3691.476318
	Iteration 7F: 3 clusters Score -193493.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -193717.046875 Penalty: 3691.476318
	Iteration 8F: 3 clusters Score -193717 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -193875.234375 Penalty: 3691.476318
	Iteration 9Q: 3 clusters Score -193875.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -193962.078125 Penalty: 3691.476318
	Iteration 10Q: 3 clusters Score -193962.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -193982.671875 Penalty: 3691.476318
	Iteration 11Q: 3 clusters Score -193982.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -193992.546875 Penalty: 3691.476318
	Iteration 12Q: 3 clusters Score -193992.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -193996.406250 Penalty: 3691.476318
	Iteration 13Q: 3 clusters Score -193996.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -194002.640625 Penalty: 3691.476318
	Iteration 14Q: 3 clusters Score -194002.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -194008.890625 Penalty: 3691.476318
	Iteration 15Q: 3 clusters Score -194008.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -194014.171875 Penalty: 3691.476318
	Iteration 16Q: 3 clusters Score -194014.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -194018.765625 Penalty: 3691.476318
	Iteration 17Q: 3 clusters Score -194018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -194023.796875 Penalty: 3691.476318
	Iteration 18Q: 3 clusters Score -194023.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -194028.515625 Penalty: 3691.476318
	Iteration 19Q: 3 clusters Score -194028.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -194029.921875 Penalty: 3691.476318
	Iteration 20F: 3 clusters Score -194029.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -194030.390625 Penalty: 3691.476318
	Iteration 21Q: 3 clusters Score -194030.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -194030.390625 Penalty: 3691.476318
	Iteration 22F: 3 clusters Score -194030.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Entering Unmasked Estep 
Score: -413850.906250 Penalty: 2032.647949
	Iteration 0F: 2 clusters Score -413850.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -410229.156250 Penalty: 4065.295898
	Iteration 0F: 3 clusters Score -410229.2 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -410991.218750 Penalty: 4065.295898
	Iteration 1F: 3 clusters Score -410991.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -411178.812500 Penalty: 4065.295898
	Iteration 2F: 3 clusters Score -411178.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -411297.593750 Penalty: 4065.295898
	Iteration 3F: 3 clusters Score -411297.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -411384.187500 Penalty: 4065.295898
	Iteration 4Q: 3 clusters Score -411384.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -411464.093750 Penalty: 4065.295898
	Iteration 5Q: 3 clusters Score -411464.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -411531.593750 Penalty: 4065.295898
	Iteration 6Q: 3 clusters Score -411531.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -411618.375000 Penalty: 4065.295898
	Iteration 7Q: 3 clusters Score -411618.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -411698.593750 Penalty: 4065.295898
	Iteration 8Q: 3 clusters Score -411698.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -411758.312500 Penalty: 4065.295898
	Iteration 9Q: 3 clusters Score -411758.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -411805.468750 Penalty: 4065.295898
	Iteration 10Q: 3 clusters Score -411805.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -411863.062500 Penalty: 4065.295898
	Iteration 11Q: 3 clusters Score -411863.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -411934.000000 Penalty: 4065.295898
	Iteration 12Q: 3 clusters Score -411934 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -412008.218750 Penalty: 4065.295898
	Iteration 13Q: 3 clusters Score -412008.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -412074.031250 Penalty: 4065.295898
	Iteration 14Q: 3 clusters Score -412074 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -412143.218750 Penalty: 4065.295898
	Iteration 15Q: 3 clusters Score -412143.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -412195.375000 Penalty: 4065.295898
	Iteration 16Q: 3 clusters Score -412195.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -412253.156250 Penalty: 4065.295898
	Iteration 17Q: 3 clusters Score -412253.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -412303.625000 Penalty: 4065.295898
	Iteration 18Q: 3 clusters Score -412303.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -412345.468750 Penalty: 4065.295898
	Iteration 19Q: 3 clusters Score -412345.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -412377.625000 Penalty: 4065.295898
	Iteration 20F: 3 clusters Score -412377.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -412413.531250 Penalty: 4065.295898
	Iteration 21Q: 3 clusters Score -412413.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -412452.218750 Penalty: 4065.295898
	Iteration 22Q: 3 clusters Score -412452.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -412484.656250 Penalty: 4065.295898
	Iteration 23Q: 3 clusters Score -412484.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -412516.906250 Penalty: 4065.295898
	Iteration 24Q: 3 clusters Score -412516.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -412547.312500 Penalty: 4065.295898
	Iteration 25Q: 3 clusters Score -412547.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -412578.812500 Penalty: 4065.295898
	Iteration 26Q: 3 clusters Score -412578.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -412610.500000 Penalty: 4065.295898
	Iteration 27Q: 3 clusters Score -412610.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -412642.937500 Penalty: 4065.295898
	Iteration 28Q: 3 clusters Score -412642.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -412676.375000 Penalty: 4065.295898
	Iteration 29Q: 3 clusters Score -412676.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -412696.375000 Penalty: 4065.295898
	Iteration 30Q: 3 clusters Score -412696.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -412717.718750 Penalty: 4065.295898
	Iteration 31Q: 3 clusters Score -412717.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -412731.500000 Penalty: 4065.295898
	Iteration 32Q: 3 clusters Score -412731.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -412737.625000 Penalty: 4065.295898
	Iteration 33Q: 3 clusters Score -412737.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -412744.562500 Penalty: 4065.295898
	Iteration 34Q: 3 clusters Score -412744.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -412746.312500 Penalty: 4065.295898
	Iteration 35Q: 3 clusters Score -412746.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -412748.000000 Penalty: 4065.295898
	Iteration 36Q: 3 clusters Score -412748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -412749.812500 Penalty: 4065.295898
	Iteration 37Q: 3 clusters Score -412749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -412751.031250 Penalty: 4065.295898
	Iteration 38Q: 3 clusters Score -412751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -412751.031250 Penalty: 4065.295898
	Iteration 39F: 3 clusters Score -412751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Entering Unmasked Estep 
Score: -1711003.125000 Penalty: 2373.871582
	Iteration 0F: 2 clusters Score -1711003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1700560.500000 Penalty: 4747.743164
	Iteration 0F: 3 clusters Score -1700560 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1703983.875000 Penalty: 4747.743164
	Iteration 1F: 3 clusters Score -1703984 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1704362.000000 Penalty: 4747.743164
	Iteration 2F: 3 clusters Score -1704362 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1704727.250000 Penalty: 4747.743164
	Iteration 3F: 3 clusters Score -1704727 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1705122.875000 Penalty: 4747.743164
	Iteration 4F: 3 clusters Score -1705123 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1705588.500000 Penalty: 4747.743164
	Iteration 5F: 3 clusters Score -1705588 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1706133.125000 Penalty: 4747.743164
	Iteration 6F: 3 clusters Score -1706133 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1706744.750000 Penalty: 4747.743164
	Iteration 7F: 3 clusters Score -1706745 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1707327.000000 Penalty: 4747.743164
	Iteration 8F: 3 clusters Score -1707327 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1707850.625000 Penalty: 4747.743164
	Iteration 9F: 3 clusters Score -1707851 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1708259.000000 Penalty: 4747.743164
	Iteration 10Q: 3 clusters Score -1708259 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1708517.875000 Penalty: 4747.743164
	Iteration 11Q: 3 clusters Score -1708518 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1708702.875000 Penalty: 4747.743164
	Iteration 12Q: 3 clusters Score -1708703 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1708844.125000 Penalty: 4747.743164
	Iteration 13Q: 3 clusters Score -1708844 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1708964.875000 Penalty: 4747.743164
	Iteration 14Q: 3 clusters Score -1708965 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1709056.375000 Penalty: 4747.743164
	Iteration 15Q: 3 clusters Score -1709056 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1709122.000000 Penalty: 4747.743164
	Iteration 16Q: 3 clusters Score -1709122 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1709164.000000 Penalty: 4747.743164
	Iteration 17Q: 3 clusters Score -1709164 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1709212.250000 Penalty: 4747.743164
	Iteration 18Q: 3 clusters Score -1709212 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1709237.875000 Penalty: 4747.743164
	Iteration 19Q: 3 clusters Score -1709238 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1709262.500000 Penalty: 4747.743164
	Iteration 20F: 3 clusters Score -1709262 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1709280.250000 Penalty: 4747.743164
	Iteration 21Q: 3 clusters Score -1709280 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1709294.500000 Penalty: 4747.743164
	Iteration 22Q: 3 clusters Score -1709294 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1709304.625000 Penalty: 4747.743164
	Iteration 23Q: 3 clusters Score -1709305 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1709319.625000 Penalty: 4747.743164
	Iteration 24Q: 3 clusters Score -1709320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1709330.375000 Penalty: 4747.743164
	Iteration 25Q: 3 clusters Score -1709330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1709341.750000 Penalty: 4747.743164
	Iteration 26Q: 3 clusters Score -1709342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1709350.625000 Penalty: 4747.743164
	Iteration 27Q: 3 clusters Score -1709351 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1709354.500000 Penalty: 4747.743164
	Iteration 28Q: 3 clusters Score -1709354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1709354.750000 Penalty: 4747.743164
	Iteration 29Q: 3 clusters Score -1709355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1709356.125000 Penalty: 4747.743164
	Iteration 30Q: 3 clusters Score -1709356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1709360.375000 Penalty: 4747.743164
	Iteration 31Q: 3 clusters Score -1709360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1709364.125000 Penalty: 4747.743164
	Iteration 32Q: 3 clusters Score -1709364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1709362.875000 Penalty: 4747.743164
	Iteration 33Q: 3 clusters Score -1709363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1709368.125000 Penalty: 4747.743164
	Iteration 34Q: 3 clusters Score -1709368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1709370.500000 Penalty: 4747.743164
	Iteration 35Q: 3 clusters Score -1709370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1709376.000000 Penalty: 4747.743164
	Iteration 36Q: 3 clusters Score -1709376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1709374.000000 Penalty: 4747.743164
	Iteration 37Q: 3 clusters Score -1709374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1709379.000000 Penalty: 4747.743164
	Iteration 38Q: 3 clusters Score -1709379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1709381.250000 Penalty: 4747.743164
	Iteration 39Q: 3 clusters Score -1709381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1709385.750000 Penalty: 4747.743164
	Iteration 40F: 3 clusters Score -1709386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1709390.500000 Penalty: 4747.743164
	Iteration 41Q: 3 clusters Score -1709390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1709386.750000 Penalty: 4747.743164
	Iteration 42Q: 3 clusters Score -1709387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1709393.125000 Penalty: 4747.743164
	Iteration 43Q: 3 clusters Score -1709393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1709388.250000 Penalty: 4747.743164
	Iteration 44Q: 3 clusters Score -1709388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1709390.500000 Penalty: 4747.743164
	Iteration 45Q: 3 clusters Score -1709390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1709393.875000 Penalty: 4747.743164
	Iteration 46Q: 3 clusters Score -1709394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1709398.250000 Penalty: 4747.743164
	Iteration 47Q: 3 clusters Score -1709398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1709397.250000 Penalty: 4747.743164
	Iteration 48Q: 3 clusters Score -1709397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1709400.375000 Penalty: 4747.743164
	Iteration 49Q: 3 clusters Score -1709400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1709400.000000 Penalty: 4747.743164
	Iteration 50Q: 3 clusters Score -1709400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1709403.500000 Penalty: 4747.743164
	Iteration 51Q: 3 clusters Score -1709404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1709398.500000 Penalty: 4747.743164
	Iteration 52Q: 3 clusters Score -1709398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1709400.625000 Penalty: 4747.743164
	Iteration 53Q: 3 clusters Score -1709401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1709402.875000 Penalty: 4747.743164
	Iteration 54Q: 3 clusters Score -1709403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1709403.250000 Penalty: 4747.743164
	Iteration 55Q: 3 clusters Score -1709403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1709405.375000 Penalty: 4747.743164
	Iteration 56Q: 3 clusters Score -1709405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1709405.750000 Penalty: 4747.743164
	Iteration 57Q: 3 clusters Score -1709406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1709403.375000 Penalty: 4747.743164
	Iteration 58Q: 3 clusters Score -1709403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1709406.000000 Penalty: 4747.743164
	Iteration 59Q: 3 clusters Score -1709406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1709405.250000 Penalty: 4747.743164
	Iteration 60F: 3 clusters Score -1709405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1709400.875000 Penalty: 4747.743164
	Iteration 61Q: 3 clusters Score -1709401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1709403.125000 Penalty: 4747.743164
	Iteration 62Q: 3 clusters Score -1709403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1709409.250000 Penalty: 4747.743164
	Iteration 63Q: 3 clusters Score -1709409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1709407.500000 Penalty: 4747.743164
	Iteration 64Q: 3 clusters Score -1709408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1709404.625000 Penalty: 4747.743164
	Iteration 65Q: 3 clusters Score -1709405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1709406.375000 Penalty: 4747.743164
	Iteration 66Q: 3 clusters Score -1709406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1709408.250000 Penalty: 4747.743164
	Iteration 67Q: 3 clusters Score -1709408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1709406.750000 Penalty: 4747.743164
	Iteration 68Q: 3 clusters Score -1709407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1709407.000000 Penalty: 4747.743164
	Iteration 69Q: 3 clusters Score -1709407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1709407.125000 Penalty: 4747.743164
	Iteration 70Q: 3 clusters Score -1709407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1709406.250000 Penalty: 4747.743164
	Iteration 71Q: 3 clusters Score -1709406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1709407.875000 Penalty: 4747.743164
	Iteration 72Q: 3 clusters Score -1709408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1709408.000000 Penalty: 4747.743164
	Iteration 73Q: 3 clusters Score -1709408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1709409.250000 Penalty: 4747.743164
	Iteration 74Q: 3 clusters Score -1709409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1709408.000000 Penalty: 4747.743164
	Iteration 75Q: 3 clusters Score -1709408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1709408.000000 Penalty: 4747.743164
	Iteration 76F: 3 clusters Score -1709408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -28581.498047 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -28581.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27312.060547 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -27312.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27417.671875 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -27417.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27466.792969 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -27466.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27506.972656 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -27506.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27560.761719 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -27560.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27571.546875 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -27571.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27574.595703 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -27574.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27574.595703 Penalty: 2778.651123
	Iteration 7F: 3 clusters Score -27574.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Entering Unmasked Estep 
Score: -476916.406250 Penalty: 2051.977295
	Iteration 0F: 2 clusters Score -476916.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -473090.593750 Penalty: 4103.954590
	Iteration 0F: 3 clusters Score -473090.6 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -473951.312500 Penalty: 4103.954590
	Iteration 1F: 3 clusters Score -473951.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -474148.906250 Penalty: 4103.954590
	Iteration 2F: 3 clusters Score -474148.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -474295.968750 Penalty: 4103.954590
	Iteration 3F: 3 clusters Score -474296 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -474399.937500 Penalty: 4103.954590
	Iteration 4Q: 3 clusters Score -474399.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -474499.312500 Penalty: 4103.954590
	Iteration 5Q: 3 clusters Score -474499.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -474569.562500 Penalty: 4103.954590
	Iteration 6Q: 3 clusters Score -474569.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -474633.625000 Penalty: 4103.954590
	Iteration 7Q: 3 clusters Score -474633.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -474701.093750 Penalty: 4103.954590
	Iteration 8Q: 3 clusters Score -474701.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -474771.875000 Penalty: 4103.954590
	Iteration 9Q: 3 clusters Score -474771.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -474843.375000 Penalty: 4103.954590
	Iteration 10Q: 3 clusters Score -474843.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -474894.437500 Penalty: 4103.954590
	Iteration 11Q: 3 clusters Score -474894.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -474938.031250 Penalty: 4103.954590
	Iteration 12Q: 3 clusters Score -474938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -474980.406250 Penalty: 4103.954590
	Iteration 13Q: 3 clusters Score -474980.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -475023.875000 Penalty: 4103.954590
	Iteration 14Q: 3 clusters Score -475023.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -475057.156250 Penalty: 4103.954590
	Iteration 15Q: 3 clusters Score -475057.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -475087.656250 Penalty: 4103.954590
	Iteration 16Q: 3 clusters Score -475087.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -475112.375000 Penalty: 4103.954590
	Iteration 17Q: 3 clusters Score -475112.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -475136.250000 Penalty: 4103.954590
	Iteration 18Q: 3 clusters Score -475136.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -475156.812500 Penalty: 4103.954590
	Iteration 19Q: 3 clusters Score -475156.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -475176.937500 Penalty: 4103.954590
	Iteration 20F: 3 clusters Score -475176.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -475203.500000 Penalty: 4103.954590
	Iteration 21Q: 3 clusters Score -475203.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -475223.593750 Penalty: 4103.954590
	Iteration 22Q: 3 clusters Score -475223.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -475236.156250 Penalty: 4103.954590
	Iteration 23Q: 3 clusters Score -475236.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -475247.593750 Penalty: 4103.954590
	Iteration 24Q: 3 clusters Score -475247.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -475257.250000 Penalty: 4103.954590
	Iteration 25Q: 3 clusters Score -475257.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -475269.593750 Penalty: 4103.954590
	Iteration 26Q: 3 clusters Score -475269.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -475275.593750 Penalty: 4103.954590
	Iteration 27Q: 3 clusters Score -475275.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -475282.437500 Penalty: 4103.954590
	Iteration 28Q: 3 clusters Score -475282.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -475295.531250 Penalty: 4103.954590
	Iteration 29Q: 3 clusters Score -475295.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -475307.218750 Penalty: 4103.954590
	Iteration 30Q: 3 clusters Score -475307.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -475324.906250 Penalty: 4103.954590
	Iteration 31Q: 3 clusters Score -475324.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -475342.281250 Penalty: 4103.954590
	Iteration 32Q: 3 clusters Score -475342.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -475365.687500 Penalty: 4103.954590
	Iteration 33Q: 3 clusters Score -475365.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -475387.437500 Penalty: 4103.954590
	Iteration 34Q: 3 clusters Score -475387.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -475395.843750 Penalty: 4103.954590
	Iteration 35Q: 3 clusters Score -475395.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -475403.156250 Penalty: 4103.954590
	Iteration 36Q: 3 clusters Score -475403.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -475410.687500 Penalty: 4103.954590
	Iteration 37Q: 3 clusters Score -475410.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -475416.812500 Penalty: 4103.954590
	Iteration 38Q: 3 clusters Score -475416.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -475421.500000 Penalty: 4103.954590
	Iteration 39Q: 3 clusters Score -475421.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -475426.812500 Penalty: 4103.954590
	Iteration 40F: 3 clusters Score -475426.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -475429.500000 Penalty: 4103.954590
	Iteration 41Q: 3 clusters Score -475429.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -475432.812500 Penalty: 4103.954590
	Iteration 42Q: 3 clusters Score -475432.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -475434.156250 Penalty: 4103.954590
	Iteration 43Q: 3 clusters Score -475434.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -475436.156250 Penalty: 4103.954590
	Iteration 44Q: 3 clusters Score -475436.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -475438.312500 Penalty: 4103.954590
	Iteration 45Q: 3 clusters Score -475438.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -475439.281250 Penalty: 4103.954590
	Iteration 46Q: 3 clusters Score -475439.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -475440.843750 Penalty: 4103.954590
	Iteration 47Q: 3 clusters Score -475440.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -475443.125000 Penalty: 4103.954590
	Iteration 48Q: 3 clusters Score -475443.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -475443.906250 Penalty: 4103.954590
	Iteration 49Q: 3 clusters Score -475443.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -475443.906250 Penalty: 4103.954590
	Iteration 50F: 3 clusters Score -475443.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Entering Unmasked Estep 
Score: -1344953.375000 Penalty: 2302.422607
	Iteration 0F: 2 clusters Score -1344953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1336741.250000 Penalty: 4604.845215
	Iteration 0F: 3 clusters Score -1336741 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1339135.500000 Penalty: 4604.845215
	Iteration 1F: 3 clusters Score -1339136 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1339420.625000 Penalty: 4604.845215
	Iteration 2F: 3 clusters Score -1339421 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1339649.000000 Penalty: 4604.845215
	Iteration 3Q: 3 clusters Score -1339649 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1339870.000000 Penalty: 4604.845215
	Iteration 4Q: 3 clusters Score -1339870 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1340090.625000 Penalty: 4604.845215
	Iteration 5Q: 3 clusters Score -1340091 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1340348.375000 Penalty: 4604.845215
	Iteration 6Q: 3 clusters Score -1340348 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1340614.500000 Penalty: 4604.845215
	Iteration 7Q: 3 clusters Score -1340614 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1340915.500000 Penalty: 4604.845215
	Iteration 8Q: 3 clusters Score -1340916 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1341243.000000 Penalty: 4604.845215
	Iteration 9Q: 3 clusters Score -1341243 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1341607.500000 Penalty: 4604.845215
	Iteration 10Q: 3 clusters Score -1341608 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1341916.500000 Penalty: 4604.845215
	Iteration 11Q: 3 clusters Score -1341916 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1342169.375000 Penalty: 4604.845215
	Iteration 12Q: 3 clusters Score -1342169 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1342359.875000 Penalty: 4604.845215
	Iteration 13Q: 3 clusters Score -1342360 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1342507.375000 Penalty: 4604.845215
	Iteration 14Q: 3 clusters Score -1342507 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1342609.250000 Penalty: 4604.845215
	Iteration 15Q: 3 clusters Score -1342609 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1342694.000000 Penalty: 4604.845215
	Iteration 16Q: 3 clusters Score -1342694 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1342760.375000 Penalty: 4604.845215
	Iteration 17Q: 3 clusters Score -1342760 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1342812.250000 Penalty: 4604.845215
	Iteration 18Q: 3 clusters Score -1342812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1342847.250000 Penalty: 4604.845215
	Iteration 19Q: 3 clusters Score -1342847 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1342867.125000 Penalty: 4604.845215
	Iteration 20F: 3 clusters Score -1342867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1342886.000000 Penalty: 4604.845215
	Iteration 21Q: 3 clusters Score -1342886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1342898.250000 Penalty: 4604.845215
	Iteration 22Q: 3 clusters Score -1342898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1342906.750000 Penalty: 4604.845215
	Iteration 23Q: 3 clusters Score -1342907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1342921.250000 Penalty: 4604.845215
	Iteration 24Q: 3 clusters Score -1342921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1342928.625000 Penalty: 4604.845215
	Iteration 25Q: 3 clusters Score -1342929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1342939.375000 Penalty: 4604.845215
	Iteration 26Q: 3 clusters Score -1342939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1342955.625000 Penalty: 4604.845215
	Iteration 27Q: 3 clusters Score -1342956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1342959.625000 Penalty: 4604.845215
	Iteration 28Q: 3 clusters Score -1342960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1342966.500000 Penalty: 4604.845215
	Iteration 29Q: 3 clusters Score -1342966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1342969.625000 Penalty: 4604.845215
	Iteration 30Q: 3 clusters Score -1342970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1342972.875000 Penalty: 4604.845215
	Iteration 31Q: 3 clusters Score -1342973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1342974.250000 Penalty: 4604.845215
	Iteration 32Q: 3 clusters Score -1342974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1342976.625000 Penalty: 4604.845215
	Iteration 33Q: 3 clusters Score -1342977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1342975.875000 Penalty: 4604.845215
	Iteration 34Q: 3 clusters Score -1342976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1342975.375000 Penalty: 4604.845215
	Iteration 35Q: 3 clusters Score -1342975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1342980.750000 Penalty: 4604.845215
	Iteration 36Q: 3 clusters Score -1342981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1342986.750000 Penalty: 4604.845215
	Iteration 37Q: 3 clusters Score -1342987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1342991.000000 Penalty: 4604.845215
	Iteration 38Q: 3 clusters Score -1342991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1342991.000000 Penalty: 4604.845215
	Iteration 39F: 3 clusters Score -1342991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Entering Unmasked Estep 
Score: -1013300.625000 Penalty: 2246.673828
	Iteration 0F: 2 clusters Score -1013301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1006621.812500 Penalty: 4493.347656
	Iteration 0F: 3 clusters Score -1006622 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1008606.687500 Penalty: 4493.347656
	Iteration 1F: 3 clusters Score -1008607 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1009037.000000 Penalty: 4493.347656
	Iteration 2F: 3 clusters Score -1009037 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1009405.562500 Penalty: 4493.347656
	Iteration 3F: 3 clusters Score -1009406 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1009747.875000 Penalty: 4493.347656
	Iteration 4F: 3 clusters Score -1009748 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1010095.062500 Penalty: 4493.347656
	Iteration 5Q: 3 clusters Score -1010095 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1010451.062500 Penalty: 4493.347656
	Iteration 6F: 3 clusters Score -1010451 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1010802.062500 Penalty: 4493.347656
	Iteration 7F: 3 clusters Score -1010802 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1011097.687500 Penalty: 4493.347656
	Iteration 8F: 3 clusters Score -1011098 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1011344.437500 Penalty: 4493.347656
	Iteration 9Q: 3 clusters Score -1011344 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1011538.437500 Penalty: 4493.347656
	Iteration 10Q: 3 clusters Score -1011538 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1011668.062500 Penalty: 4493.347656
	Iteration 11Q: 3 clusters Score -1011668 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1011760.062500 Penalty: 4493.347656
	Iteration 12Q: 3 clusters Score -1011760 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1011823.062500 Penalty: 4493.347656
	Iteration 13Q: 3 clusters Score -1011823 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1011876.062500 Penalty: 4493.347656
	Iteration 14Q: 3 clusters Score -1011876 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1011924.000000 Penalty: 4493.347656
	Iteration 15Q: 3 clusters Score -1011924 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1011949.437500 Penalty: 4493.347656
	Iteration 16Q: 3 clusters Score -1011949 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1011970.125000 Penalty: 4493.347656
	Iteration 17Q: 3 clusters Score -1011970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1011982.812500 Penalty: 4493.347656
	Iteration 18Q: 3 clusters Score -1011983 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1011997.562500 Penalty: 4493.347656
	Iteration 19Q: 3 clusters Score -1011998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1012010.812500 Penalty: 4493.347656
	Iteration 20F: 3 clusters Score -1012011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1012016.125000 Penalty: 4493.347656
	Iteration 21Q: 3 clusters Score -1012016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1012021.187500 Penalty: 4493.347656
	Iteration 22Q: 3 clusters Score -1012021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1012023.250000 Penalty: 4493.347656
	Iteration 23Q: 3 clusters Score -1012023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1012020.312500 Penalty: 4493.347656
	Iteration 24Q: 3 clusters Score -1012020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1012024.437500 Penalty: 4493.347656
	Iteration 25Q: 3 clusters Score -1012024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1012023.562500 Penalty: 4493.347656
	Iteration 26Q: 3 clusters Score -1012024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1012024.250000 Penalty: 4493.347656
	Iteration 27Q: 3 clusters Score -1012024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1012029.187500 Penalty: 4493.347656
	Iteration 28Q: 3 clusters Score -1012029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1012027.812500 Penalty: 4493.347656
	Iteration 29Q: 3 clusters Score -1012028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1012031.625000 Penalty: 4493.347656
	Iteration 30Q: 3 clusters Score -1012032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1012030.312500 Penalty: 4493.347656
	Iteration 31Q: 3 clusters Score -1012030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1012032.625000 Penalty: 4493.347656
	Iteration 32Q: 3 clusters Score -1012033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1012030.250000 Penalty: 4493.347656
	Iteration 33Q: 3 clusters Score -1012030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1012033.312500 Penalty: 4493.347656
	Iteration 34Q: 3 clusters Score -1012033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1012034.750000 Penalty: 4493.347656
	Iteration 35Q: 3 clusters Score -1012035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1012034.375000 Penalty: 4493.347656
	Iteration 36Q: 3 clusters Score -1012034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1012035.375000 Penalty: 4493.347656
	Iteration 37Q: 3 clusters Score -1012035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1012036.312500 Penalty: 4493.347656
	Iteration 38Q: 3 clusters Score -1012036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1012035.812500 Penalty: 4493.347656
	Iteration 39Q: 3 clusters Score -1012036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1012036.687500 Penalty: 4493.347656
	Iteration 40F: 3 clusters Score -1012037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1012037.125000 Penalty: 4493.347656
	Iteration 41Q: 3 clusters Score -1012037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1012038.375000 Penalty: 4493.347656
	Iteration 42Q: 3 clusters Score -1012038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1012038.375000 Penalty: 4493.347656
	Iteration 43F: 3 clusters Score -1012038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Entering Unmasked Estep 
Score: -88387.812500 Penalty: 1662.694824
	Iteration 0F: 2 clusters Score -88387.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -86663.804688 Penalty: 3325.389648
	Iteration 0F: 3 clusters Score -86663.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -87101.632812 Penalty: 3325.389648
	Iteration 1F: 3 clusters Score -87101.63 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -87302.601562 Penalty: 3325.389648
	Iteration 2F: 3 clusters Score -87302.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -87428.070312 Penalty: 3325.389648
	Iteration 3F: 3 clusters Score -87428.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -87519.648438 Penalty: 3325.389648
	Iteration 4Q: 3 clusters Score -87519.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -87616.773438 Penalty: 3325.389648
	Iteration 5Q: 3 clusters Score -87616.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -87700.609375 Penalty: 3325.389648
	Iteration 6Q: 3 clusters Score -87700.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -87771.828125 Penalty: 3325.389648
	Iteration 7Q: 3 clusters Score -87771.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -87865.726562 Penalty: 3325.389648
	Iteration 8Q: 3 clusters Score -87865.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -87944.328125 Penalty: 3325.389648
	Iteration 9Q: 3 clusters Score -87944.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -88067.140625 Penalty: 3325.389648
	Iteration 10Q: 3 clusters Score -88067.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -88151.664062 Penalty: 3325.389648
	Iteration 11Q: 3 clusters Score -88151.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -88221.421875 Penalty: 3325.389648
	Iteration 12Q: 3 clusters Score -88221.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -88257.914062 Penalty: 3325.389648
	Iteration 13Q: 3 clusters Score -88257.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -88266.257812 Penalty: 3325.389648
	Iteration 14Q: 3 clusters Score -88266.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -88291.812500 Penalty: 3325.389648
	Iteration 15Q: 3 clusters Score -88291.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -88333.109375 Penalty: 3325.389648
	Iteration 16Q: 3 clusters Score -88333.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -88398.078125 Penalty: 3325.389648
	Iteration 17Q: 3 clusters Score -88398.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -88508.601562 Penalty: 3325.389648
	Iteration 18Q: 3 clusters Score -88508.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -88759.515625 Penalty: 3325.389648
	Iteration 19Q: 3 clusters Score -88759.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -88816.664062 Penalty: 3325.389648
	Iteration 20F: 3 clusters Score -88816.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -88819.882812 Penalty: 3325.389648
	Iteration 21Q: 3 clusters Score -88819.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -88819.882812 Penalty: 3325.389648
	Iteration 22F: 3 clusters Score -88819.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 289979 members 
Mstep: Class 2 contains 56180 members 
Mstep: Class 3 contains 18416 members 
Mstep: Class 4 contains 276504 members 
Mstep: Class 5 contains 9898 members 
Mstep: Class 6 contains 22128 members 
Mstep: Class 7 contains 8647 members 
Mstep: Class 8 contains 106365 members 
Mstep: Class 9 contains 31902 members 
Mstep: Class 10 contains 76824 members 
Mstep: Class 11 contains 20878 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 22296 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 163081 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12088 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3627 members 
Mstep: Class 20 contains 14358 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10764 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 403 members 
Mstep: Class 26 contains 83999 members 
Mstep: Class 27 contains 386 members 
Mstep: Class 28 contains 413 members 
Entering Unmasked Estep 
Score: -154623456.000000 Penalty: 97617.203125
Splitting cluster 25 changes total score from -154624720.000000 to -154623456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (83999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83999 members 
Entering Unmasked Estep 
Score: -10604401.000000 Penalty: 2811.962891
	Iteration 0F: 2 clusters Score -1.06044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -10548035.000000 Penalty: 5623.925781
	Iteration 0F: 3 clusters Score -1.054804e+07 nChanged 39598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -10570747.000000 Penalty: 5623.925781
	Iteration 1F: 3 clusters Score -1.057075e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -10571514.000000 Penalty: 5623.925781
	Iteration 2Q: 3 clusters Score -1.057151e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -10572550.000000 Penalty: 5623.925781
	Iteration 3Q: 3 clusters Score -1.057255e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -10574154.000000 Penalty: 5623.925781
	Iteration 4Q: 3 clusters Score -1.057415e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -10576358.000000 Penalty: 5623.925781
	Iteration 5F: 3 clusters Score -1.057636e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -10579728.000000 Penalty: 5623.925781
	Iteration 6F: 3 clusters Score -1.057973e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -10584721.000000 Penalty: 5623.925781
	Iteration 7F: 3 clusters Score -1.058472e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57291 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -10589998.000000 Penalty: 5623.925781
	Iteration 8F: 3 clusters Score -1.059e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -10593790.000000 Penalty: 5623.925781
	Iteration 9F: 3 clusters Score -1.059379e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60961 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -10595441.000000 Penalty: 5623.925781
	Iteration 10Q: 3 clusters Score -1.059544e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62075 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -10596096.000000 Penalty: 5623.925781
	Iteration 11Q: 3 clusters Score -1.05961e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63066 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -10596478.000000 Penalty: 5623.925781
	Iteration 12Q: 3 clusters Score -1.059648e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64018 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -10596778.000000 Penalty: 5623.925781
	Iteration 13Q: 3 clusters Score -1.059678e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64939 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -10597014.000000 Penalty: 5623.925781
	Iteration 14Q: 3 clusters Score -1.059701e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65814 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -10597306.000000 Penalty: 5623.925781
	Iteration 15Q: 3 clusters Score -1.059731e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66705 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -10597528.000000 Penalty: 5623.925781
	Iteration 16Q: 3 clusters Score -1.059753e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67570 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -10597808.000000 Penalty: 5623.925781
	Iteration 17Q: 3 clusters Score -1.059781e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68412 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -10598037.000000 Penalty: 5623.925781
	Iteration 18Q: 3 clusters Score -1.059804e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69223 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -10598233.000000 Penalty: 5623.925781
	Iteration 19Q: 3 clusters Score -1.059823e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69993 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -10598432.000000 Penalty: 5623.925781
	Iteration 20F: 3 clusters Score -1.059843e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70753 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -10598592.000000 Penalty: 5623.925781
	Iteration 21Q: 3 clusters Score -1.059859e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71481 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -10598794.000000 Penalty: 5623.925781
	Iteration 22Q: 3 clusters Score -1.059879e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72150 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -10598946.000000 Penalty: 5623.925781
	Iteration 23Q: 3 clusters Score -1.059895e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72772 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -10599179.000000 Penalty: 5623.925781
	Iteration 24Q: 3 clusters Score -1.059918e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73391 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -10599357.000000 Penalty: 5623.925781
	Iteration 25Q: 3 clusters Score -1.059936e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73997 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -10599516.000000 Penalty: 5623.925781
	Iteration 26Q: 3 clusters Score -1.059952e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74557 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -10599623.000000 Penalty: 5623.925781
	Iteration 27Q: 3 clusters Score -1.059962e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75109 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -10599738.000000 Penalty: 5623.925781
	Iteration 28Q: 3 clusters Score -1.059974e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -10599880.000000 Penalty: 5623.925781
	Iteration 29Q: 3 clusters Score -1.059988e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76154 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -10599985.000000 Penalty: 5623.925781
	Iteration 30Q: 3 clusters Score -1.059998e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76608 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -10600147.000000 Penalty: 5623.925781
	Iteration 31Q: 3 clusters Score -1.060015e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77052 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -10600282.000000 Penalty: 5623.925781
	Iteration 32Q: 3 clusters Score -1.060028e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77483 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -10600412.000000 Penalty: 5623.925781
	Iteration 33Q: 3 clusters Score -1.060041e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77921 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -10600494.000000 Penalty: 5623.925781
	Iteration 34Q: 3 clusters Score -1.060049e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -10600646.000000 Penalty: 5623.925781
	Iteration 35Q: 3 clusters Score -1.060065e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78671 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -10600740.000000 Penalty: 5623.925781
	Iteration 36Q: 3 clusters Score -1.060074e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79011 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -10600859.000000 Penalty: 5623.925781
	Iteration 37Q: 3 clusters Score -1.060086e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79356 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -10600960.000000 Penalty: 5623.925781
	Iteration 38Q: 3 clusters Score -1.060096e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79669 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -10601090.000000 Penalty: 5623.925781
	Iteration 39Q: 3 clusters Score -1.060109e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -10601171.000000 Penalty: 5623.925781
	Iteration 40F: 3 clusters Score -1.060117e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80219 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -10601263.000000 Penalty: 5623.925781
	Iteration 41Q: 3 clusters Score -1.060126e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80480 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -10601352.000000 Penalty: 5623.925781
	Iteration 42Q: 3 clusters Score -1.060135e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80719 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -10601429.000000 Penalty: 5623.925781
	Iteration 43Q: 3 clusters Score -1.060143e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80925 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -10601492.000000 Penalty: 5623.925781
	Iteration 44Q: 3 clusters Score -1.060149e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81099 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -10601539.000000 Penalty: 5623.925781
	Iteration 45Q: 3 clusters Score -1.060154e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81245 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -10601582.000000 Penalty: 5623.925781
	Iteration 46Q: 3 clusters Score -1.060158e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81368 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -10601605.000000 Penalty: 5623.925781
	Iteration 47Q: 3 clusters Score -1.06016e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81477 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -10601657.000000 Penalty: 5623.925781
	Iteration 48Q: 3 clusters Score -1.060166e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -10601695.000000 Penalty: 5623.925781
	Iteration 49Q: 3 clusters Score -1.06017e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81675 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -10601732.000000 Penalty: 5623.925781
	Iteration 50Q: 3 clusters Score -1.060173e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81762 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -10601754.000000 Penalty: 5623.925781
	Iteration 51Q: 3 clusters Score -1.060175e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81845 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -10601785.000000 Penalty: 5623.925781
	Iteration 52Q: 3 clusters Score -1.060178e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81925 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -10601806.000000 Penalty: 5623.925781
	Iteration 53Q: 3 clusters Score -1.060181e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81994 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -10601827.000000 Penalty: 5623.925781
	Iteration 54Q: 3 clusters Score -1.060183e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82056 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -10601852.000000 Penalty: 5623.925781
	Iteration 55Q: 3 clusters Score -1.060185e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82106 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -10601858.000000 Penalty: 5623.925781
	Iteration 56Q: 3 clusters Score -1.060186e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82147 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -10601865.000000 Penalty: 5623.925781
	Iteration 57Q: 3 clusters Score -1.060186e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82178 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -10601889.000000 Penalty: 5623.925781
	Iteration 58Q: 3 clusters Score -1.060189e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -10601892.000000 Penalty: 5623.925781
	Iteration 59Q: 3 clusters Score -1.060189e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82225 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -10601901.000000 Penalty: 5623.925781
	Iteration 60F: 3 clusters Score -1.06019e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82253 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -10601913.000000 Penalty: 5623.925781
	Iteration 61Q: 3 clusters Score -1.060191e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82273 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -10601917.000000 Penalty: 5623.925781
	Iteration 62Q: 3 clusters Score -1.060192e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -10601916.000000 Penalty: 5623.925781
	Iteration 63Q: 3 clusters Score -1.060192e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82324 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -10601924.000000 Penalty: 5623.925781
	Iteration 64Q: 3 clusters Score -1.060192e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82346 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -10601921.000000 Penalty: 5623.925781
	Iteration 65Q: 3 clusters Score -1.060192e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82364 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -10601921.000000 Penalty: 5623.925781
	Iteration 66Q: 3 clusters Score -1.060192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82374 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -10601937.000000 Penalty: 5623.925781
	Iteration 67Q: 3 clusters Score -1.060194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82383 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -10601929.000000 Penalty: 5623.925781
	Iteration 68Q: 3 clusters Score -1.060193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82390 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -10601944.000000 Penalty: 5623.925781
	Iteration 69Q: 3 clusters Score -1.060194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82397 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -10601949.000000 Penalty: 5623.925781
	Iteration 70Q: 3 clusters Score -1.060195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82409 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -10601950.000000 Penalty: 5623.925781
	Iteration 71Q: 3 clusters Score -1.060195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82419 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -10601949.000000 Penalty: 5623.925781
	Iteration 72Q: 3 clusters Score -1.060195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82429 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -10601948.000000 Penalty: 5623.925781
	Iteration 73Q: 3 clusters Score -1.060195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82440 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -10601946.000000 Penalty: 5623.925781
	Iteration 74Q: 3 clusters Score -1.060195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82446 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -10601949.000000 Penalty: 5623.925781
	Iteration 75Q: 3 clusters Score -1.060195e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82459 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -10601946.000000 Penalty: 5623.925781
	Iteration 76Q: 3 clusters Score -1.060195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82471 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -10601955.000000 Penalty: 5623.925781
	Iteration 77Q: 3 clusters Score -1.060196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82482 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -10601953.000000 Penalty: 5623.925781
	Iteration 78Q: 3 clusters Score -1.060195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82490 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -10601961.000000 Penalty: 5623.925781
	Iteration 79Q: 3 clusters Score -1.060196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82499 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -10601970.000000 Penalty: 5623.925781
	Iteration 80F: 3 clusters Score -1.060197e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82512 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -10601967.000000 Penalty: 5623.925781
	Iteration 81Q: 3 clusters Score -1.060197e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82523 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -10601962.000000 Penalty: 5623.925781
	Iteration 82Q: 3 clusters Score -1.060196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82528 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -10601966.000000 Penalty: 5623.925781
	Iteration 83Q: 3 clusters Score -1.060197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82531 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -10601977.000000 Penalty: 5623.925781
	Iteration 84Q: 3 clusters Score -1.060198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82535 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -10601982.000000 Penalty: 5623.925781
	Iteration 85Q: 3 clusters Score -1.060198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82538 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -10601983.000000 Penalty: 5623.925781
	Iteration 86Q: 3 clusters Score -1.060198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82547 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -10601998.000000 Penalty: 5623.925781
	Iteration 87Q: 3 clusters Score -1.0602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82555 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -10601987.000000 Penalty: 5623.925781
	Iteration 88Q: 3 clusters Score -1.060199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82564 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -10601995.000000 Penalty: 5623.925781
	Iteration 89Q: 3 clusters Score -1.0602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82577 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -10601996.000000 Penalty: 5623.925781
	Iteration 90Q: 3 clusters Score -1.0602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82583 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -10601986.000000 Penalty: 5623.925781
	Iteration 91Q: 3 clusters Score -1.060199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82591 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -10601981.000000 Penalty: 5623.925781
	Iteration 92Q: 3 clusters Score -1.060198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -10601993.000000 Penalty: 5623.925781
	Iteration 93Q: 3 clusters Score -1.060199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82605 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -10601998.000000 Penalty: 5623.925781
	Iteration 94Q: 3 clusters Score -1.0602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82611 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -10602002.000000 Penalty: 5623.925781
	Iteration 95Q: 3 clusters Score -1.0602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82620 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -10602008.000000 Penalty: 5623.925781
	Iteration 96Q: 3 clusters Score -1.060201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82628 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -10602010.000000 Penalty: 5623.925781
	Iteration 97Q: 3 clusters Score -1.060201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82634 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -10602007.000000 Penalty: 5623.925781
	Iteration 98Q: 3 clusters Score -1.060201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82642 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -10602017.000000 Penalty: 5623.925781
	Iteration 99Q: 3 clusters Score -1.060202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82647 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -10602022.000000 Penalty: 5623.925781
	Iteration 100F: 3 clusters Score -1.060202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82648 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -10602024.000000 Penalty: 5623.925781
	Iteration 101Q: 3 clusters Score -1.060202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82648 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -10602024.000000 Penalty: 5623.925781
	Iteration 102F: 3 clusters Score -1.060202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -38578.675781 Penalty: 1477.047607
	Iteration 0F: 2 clusters Score -38578.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37270.679688 Penalty: 2954.095215
	Iteration 0F: 3 clusters Score -37270.68 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37481.199219 Penalty: 2954.095215
	Iteration 1F: 3 clusters Score -37481.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37571.531250 Penalty: 2954.095215
	Iteration 2F: 3 clusters Score -37571.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37612.171875 Penalty: 2954.095215
	Iteration 3Q: 3 clusters Score -37612.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37624.105469 Penalty: 2954.095215
	Iteration 4Q: 3 clusters Score -37624.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37634.964844 Penalty: 2954.095215
	Iteration 5Q: 3 clusters Score -37634.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37644.542969 Penalty: 2954.095215
	Iteration 6Q: 3 clusters Score -37644.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37653.671875 Penalty: 2954.095215
	Iteration 7Q: 3 clusters Score -37653.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37654.957031 Penalty: 2954.095215
	Iteration 8Q: 3 clusters Score -37654.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37659.960938 Penalty: 2954.095215
	Iteration 9Q: 3 clusters Score -37659.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37669.816406 Penalty: 2954.095215
	Iteration 10Q: 3 clusters Score -37669.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37683.605469 Penalty: 2954.095215
	Iteration 11Q: 3 clusters Score -37683.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37698.445312 Penalty: 2954.095215
	Iteration 12Q: 3 clusters Score -37698.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37726.214844 Penalty: 2954.095215
	Iteration 13Q: 3 clusters Score -37726.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -37742.878906 Penalty: 2954.095215
	Iteration 14Q: 3 clusters Score -37742.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -37757.765625 Penalty: 2954.095215
	Iteration 15Q: 3 clusters Score -37757.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -37788.289062 Penalty: 2954.095215
	Iteration 16Q: 3 clusters Score -37788.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -37828.238281 Penalty: 2954.095215
	Iteration 17Q: 3 clusters Score -37828.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -37839.945312 Penalty: 2954.095215
	Iteration 18Q: 3 clusters Score -37839.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37841.679688 Penalty: 2954.095215
	Iteration 19Q: 3 clusters Score -37841.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -37843.726562 Penalty: 2954.095215
	Iteration 20F: 3 clusters Score -37843.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 289979 members 
Mstep: Class 2 contains 56180 members 
Mstep: Class 3 contains 18416 members 
Mstep: Class 4 contains 276504 members 
Mstep: Class 5 contains 9898 members 
Mstep: Class 6 contains 22128 members 
Mstep: Class 7 contains 8647 members 
Mstep: Class 8 contains 106365 members 
Mstep: Class 9 contains 31902 members 
Mstep: Class 10 contains 76824 members 
Mstep: Class 11 contains 20878 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 22296 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 163081 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12088 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3627 members 
Mstep: Class 20 contains 14358 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10764 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 83999 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624896.000000 Penalty: 94130.875000
Iteration 399Q: 28 clusters Score -1.546249e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 289870 members 
Mstep: Class 2 contains 56173 members 
Mstep: Class 3 contains 18427 members 
Mstep: Class 4 contains 276425 members 
Mstep: Class 5 contains 9897 members 
Mstep: Class 6 contains 22129 members 
Mstep: Class 7 contains 8646 members 
Mstep: Class 8 contains 106371 members 
Mstep: Class 9 contains 31904 members 
Mstep: Class 10 contains 76836 members 
Mstep: Class 11 contains 20874 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 22296 members 
Mstep: Class 14 contains 25044 members 
Mstep: Class 15 contains 163219 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12101 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3626 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10789 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 83995 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624896.000000 Penalty: 94130.875000
Iteration 400F: 28 clusters Score -1.546249e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 289790 members 
Mstep: Class 2 contains 56164 members 
Mstep: Class 3 contains 18438 members 
Mstep: Class 4 contains 276356 members 
Mstep: Class 5 contains 9897 members 
Mstep: Class 6 contains 22129 members 
Mstep: Class 7 contains 8646 members 
Mstep: Class 8 contains 106382 members 
Mstep: Class 9 contains 31907 members 
Mstep: Class 10 contains 76841 members 
Mstep: Class 11 contains 20870 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 22297 members 
Mstep: Class 14 contains 25041 members 
Mstep: Class 15 contains 163342 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12084 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3920 members 
Mstep: Class 23 contains 10841 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 83973 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624672.000000 Penalty: 94130.875000
Iteration 401Q: 28 clusters Score -1.546247e+08 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 289665 members 
Mstep: Class 2 contains 56174 members 
Mstep: Class 3 contains 18448 members 
Mstep: Class 4 contains 276355 members 
Mstep: Class 5 contains 9901 members 
Mstep: Class 6 contains 22131 members 
Mstep: Class 7 contains 8646 members 
Mstep: Class 8 contains 106375 members 
Mstep: Class 9 contains 31908 members 
Mstep: Class 10 contains 76847 members 
Mstep: Class 11 contains 20869 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 22294 members 
Mstep: Class 14 contains 25042 members 
Mstep: Class 15 contains 163445 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12078 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 14361 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3920 members 
Mstep: Class 23 contains 10877 members 
Mstep: Class 24 contains 8598 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 83943 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624752.000000 Penalty: 94130.875000
Iteration 402Q: 28 clusters Score -1.546248e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 289516 members 
Mstep: Class 2 contains 56180 members 
Mstep: Class 3 contains 18453 members 
Mstep: Class 4 contains 276402 members 
Mstep: Class 5 contains 9903 members 
Mstep: Class 6 contains 22129 members 
Mstep: Class 7 contains 8646 members 
Mstep: Class 8 contains 106344 members 
Mstep: Class 9 contains 31911 members 
Mstep: Class 10 contains 76854 members 
Mstep: Class 11 contains 20871 members 
Mstep: Class 12 contains 4177 members 
Mstep: Class 13 contains 22293 members 
Mstep: Class 14 contains 25042 members 
Mstep: Class 15 contains 163539 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12095 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 14361 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3920 members 
Mstep: Class 23 contains 10884 members 
Mstep: Class 24 contains 8598 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 83938 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154624848.000000 Penalty: 94130.875000
Iteration 403Q: 28 clusters Score -1.546248e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 289387 members 
Mstep: Class 2 contains 56183 members 
Mstep: Class 3 contains 18461 members 
Mstep: Class 4 contains 276437 members 
Mstep: Class 5 contains 9906 members 
Mstep: Class 6 contains 22130 members 
Mstep: Class 7 contains 8647 members 
Mstep: Class 8 contains 106324 members 
Mstep: Class 9 contains 31910 members 
Mstep: Class 10 contains 76865 members 
Mstep: Class 11 contains 20880 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 22292 members 
Mstep: Class 14 contains 25045 members 
Mstep: Class 15 contains 163629 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12083 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14359 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3920 members 
Mstep: Class 23 contains 10918 members 
Mstep: Class 24 contains 8598 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 83905 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625120.000000 Penalty: 94130.875000
Iteration 404Q: 28 clusters Score -1.546251e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 289263 members 
Mstep: Class 2 contains 56190 members 
Mstep: Class 3 contains 18473 members 
Mstep: Class 4 contains 276431 members 
Mstep: Class 5 contains 9907 members 
Mstep: Class 6 contains 22134 members 
Mstep: Class 7 contains 8647 members 
Mstep: Class 8 contains 106311 members 
Mstep: Class 9 contains 31907 members 
Mstep: Class 10 contains 76868 members 
Mstep: Class 11 contains 20882 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 22291 members 
Mstep: Class 14 contains 25045 members 
Mstep: Class 15 contains 163737 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12085 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 14360 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3920 members 
Mstep: Class 23 contains 10951 members 
Mstep: Class 24 contains 8598 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 83880 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625200.000000 Penalty: 94130.875000
Iteration 405Q: 28 clusters Score -1.546252e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 289169 members 
Mstep: Class 2 contains 56202 members 
Mstep: Class 3 contains 18484 members 
Mstep: Class 4 contains 276407 members 
Mstep: Class 5 contains 9907 members 
Mstep: Class 6 contains 22137 members 
Mstep: Class 7 contains 8648 members 
Mstep: Class 8 contains 106300 members 
Mstep: Class 9 contains 31905 members 
Mstep: Class 10 contains 76864 members 
Mstep: Class 11 contains 20874 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 22290 members 
Mstep: Class 14 contains 25047 members 
Mstep: Class 15 contains 163825 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12106 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 14360 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10975 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 83862 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625248.000000 Penalty: 94130.875000
Iteration 406Q: 28 clusters Score -1.546252e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 289113 members 
Mstep: Class 2 contains 56208 members 
Mstep: Class 3 contains 18487 members 
Mstep: Class 4 contains 276368 members 
Mstep: Class 5 contains 9910 members 
Mstep: Class 6 contains 22136 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106284 members 
Mstep: Class 9 contains 31904 members 
Mstep: Class 10 contains 76864 members 
Mstep: Class 11 contains 20868 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 22289 members 
Mstep: Class 14 contains 25049 members 
Mstep: Class 15 contains 163889 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12132 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10987 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 83861 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625216.000000 Penalty: 94130.875000
Iteration 407Q: 28 clusters Score -1.546252e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 289042 members 
Mstep: Class 2 contains 56209 members 
Mstep: Class 3 contains 18486 members 
Mstep: Class 4 contains 276343 members 
Mstep: Class 5 contains 9914 members 
Mstep: Class 6 contains 22137 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106277 members 
Mstep: Class 9 contains 31904 members 
Mstep: Class 10 contains 76868 members 
Mstep: Class 11 contains 20859 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 22292 members 
Mstep: Class 14 contains 25047 members 
Mstep: Class 15 contains 163993 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12149 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 14361 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10970 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 83861 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625504.000000 Penalty: 94130.875000
Iteration 408Q: 28 clusters Score -1.546255e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 288982 members 
Mstep: Class 2 contains 56210 members 
Mstep: Class 3 contains 18494 members 
Mstep: Class 4 contains 276356 members 
Mstep: Class 5 contains 9916 members 
Mstep: Class 6 contains 22136 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106262 members 
Mstep: Class 9 contains 31904 members 
Mstep: Class 10 contains 76865 members 
Mstep: Class 11 contains 20855 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 22291 members 
Mstep: Class 14 contains 25046 members 
Mstep: Class 15 contains 164062 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12150 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10950 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 83871 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625840.000000 Penalty: 94130.875000
Iteration 409Q: 28 clusters Score -1.546258e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 288941 members 
Mstep: Class 2 contains 56216 members 
Mstep: Class 3 contains 18499 members 
Mstep: Class 4 contains 276342 members 
Mstep: Class 5 contains 9920 members 
Mstep: Class 6 contains 22136 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106259 members 
Mstep: Class 9 contains 31905 members 
Mstep: Class 10 contains 76859 members 
Mstep: Class 11 contains 20851 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22288 members 
Mstep: Class 14 contains 25046 members 
Mstep: Class 15 contains 164145 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12155 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10938 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 83848 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625680.000000 Penalty: 94130.875000
Iteration 410Q: 28 clusters Score -1.546257e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 288899 members 
Mstep: Class 2 contains 56218 members 
Mstep: Class 3 contains 18499 members 
Mstep: Class 4 contains 276314 members 
Mstep: Class 5 contains 9920 members 
Mstep: Class 6 contains 22135 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106257 members 
Mstep: Class 9 contains 31905 members 
Mstep: Class 10 contains 76868 members 
Mstep: Class 11 contains 20841 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22287 members 
Mstep: Class 14 contains 25048 members 
Mstep: Class 15 contains 164228 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12162 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10923 members 
Mstep: Class 24 contains 8596 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 83844 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625840.000000 Penalty: 94130.875000
Iteration 411Q: 28 clusters Score -1.546258e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 288864 members 
Mstep: Class 2 contains 56229 members 
Mstep: Class 3 contains 18498 members 
Mstep: Class 4 contains 276269 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 22135 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106240 members 
Mstep: Class 9 contains 31906 members 
Mstep: Class 10 contains 76878 members 
Mstep: Class 11 contains 20830 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 22290 members 
Mstep: Class 14 contains 25048 members 
Mstep: Class 15 contains 164320 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12172 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3621 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10901 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83849 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625760.000000 Penalty: 94130.875000
Iteration 412Q: 28 clusters Score -1.546258e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 288846 members 
Mstep: Class 2 contains 56236 members 
Mstep: Class 3 contains 18500 members 
Mstep: Class 4 contains 276253 members 
Mstep: Class 5 contains 9918 members 
Mstep: Class 6 contains 22135 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106236 members 
Mstep: Class 9 contains 31907 members 
Mstep: Class 10 contains 76878 members 
Mstep: Class 11 contains 20819 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22290 members 
Mstep: Class 14 contains 25047 members 
Mstep: Class 15 contains 164375 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12192 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3621 members 
Mstep: Class 20 contains 14367 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3923 members 
Mstep: Class 23 contains 10860 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83853 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625728.000000 Penalty: 94130.875000
Iteration 413Q: 28 clusters Score -1.546257e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 288808 members 
Mstep: Class 2 contains 56242 members 
Mstep: Class 3 contains 18504 members 
Mstep: Class 4 contains 276214 members 
Mstep: Class 5 contains 9918 members 
Mstep: Class 6 contains 22132 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106228 members 
Mstep: Class 9 contains 31911 members 
Mstep: Class 10 contains 76889 members 
Mstep: Class 11 contains 20808 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22290 members 
Mstep: Class 14 contains 25044 members 
Mstep: Class 15 contains 164461 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12212 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3621 members 
Mstep: Class 20 contains 14367 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3923 members 
Mstep: Class 23 contains 10824 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83860 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625568.000000 Penalty: 94130.875000
Iteration 414Q: 28 clusters Score -1.546256e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 288769 members 
Mstep: Class 2 contains 56241 members 
Mstep: Class 3 contains 18499 members 
Mstep: Class 4 contains 276201 members 
Mstep: Class 5 contains 9916 members 
Mstep: Class 6 contains 22130 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106216 members 
Mstep: Class 9 contains 31913 members 
Mstep: Class 10 contains 76893 members 
Mstep: Class 11 contains 20795 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 22290 members 
Mstep: Class 14 contains 25046 members 
Mstep: Class 15 contains 164567 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12234 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 14371 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3923 members 
Mstep: Class 23 contains 10787 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83843 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625504.000000 Penalty: 94130.875000
Iteration 415Q: 28 clusters Score -1.546255e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 288692 members 
Mstep: Class 2 contains 56237 members 
Mstep: Class 3 contains 18495 members 
Mstep: Class 4 contains 276199 members 
Mstep: Class 5 contains 9915 members 
Mstep: Class 6 contains 22130 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106204 members 
Mstep: Class 9 contains 31916 members 
Mstep: Class 10 contains 76900 members 
Mstep: Class 11 contains 20789 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22290 members 
Mstep: Class 14 contains 25047 members 
Mstep: Class 15 contains 164674 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12243 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14368 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10766 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83845 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625296.000000 Penalty: 94130.875000
Iteration 416Q: 28 clusters Score -1.546253e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 288605 members 
Mstep: Class 2 contains 56235 members 
Mstep: Class 3 contains 18487 members 
Mstep: Class 4 contains 276189 members 
Mstep: Class 5 contains 9917 members 
Mstep: Class 6 contains 22131 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106191 members 
Mstep: Class 9 contains 31915 members 
Mstep: Class 10 contains 76911 members 
Mstep: Class 11 contains 20787 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 22290 members 
Mstep: Class 14 contains 25047 members 
Mstep: Class 15 contains 164793 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12254 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 14367 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83841 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625408.000000 Penalty: 94130.875000
Iteration 417Q: 28 clusters Score -1.546254e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 288559 members 
Mstep: Class 2 contains 56233 members 
Mstep: Class 3 contains 18486 members 
Mstep: Class 4 contains 276170 members 
Mstep: Class 5 contains 9918 members 
Mstep: Class 6 contains 22130 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106178 members 
Mstep: Class 9 contains 31916 members 
Mstep: Class 10 contains 76912 members 
Mstep: Class 11 contains 20788 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 22290 members 
Mstep: Class 14 contains 25048 members 
Mstep: Class 15 contains 164907 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12262 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3626 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10746 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83800 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625504.000000 Penalty: 94130.875000
Iteration 418Q: 28 clusters Score -1.546255e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 288475 members 
Mstep: Class 2 contains 56237 members 
Mstep: Class 3 contains 18479 members 
Mstep: Class 4 contains 276178 members 
Mstep: Class 5 contains 9916 members 
Mstep: Class 6 contains 22133 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106163 members 
Mstep: Class 9 contains 31919 members 
Mstep: Class 10 contains 76914 members 
Mstep: Class 11 contains 20781 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22291 members 
Mstep: Class 14 contains 25048 members 
Mstep: Class 15 contains 165024 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12274 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10738 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83776 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625664.000000 Penalty: 94130.875000
Iteration 419Q: 28 clusters Score -1.546257e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 288370 members 
Mstep: Class 2 contains 56228 members 
Mstep: Class 3 contains 18483 members 
Mstep: Class 4 contains 276192 members 
Mstep: Class 5 contains 9916 members 
Mstep: Class 6 contains 22129 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106171 members 
Mstep: Class 9 contains 31920 members 
Mstep: Class 10 contains 76926 members 
Mstep: Class 11 contains 20779 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 22292 members 
Mstep: Class 14 contains 25048 members 
Mstep: Class 15 contains 165145 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12280 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14365 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10729 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83738 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625744.000000 Penalty: 94130.875000
Iteration 420F: 28 clusters Score -1.546257e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 288278 members 
Mstep: Class 2 contains 56222 members 
Mstep: Class 3 contains 18484 members 
Mstep: Class 4 contains 276175 members 
Mstep: Class 5 contains 9918 members 
Mstep: Class 6 contains 22129 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106165 members 
Mstep: Class 9 contains 31921 members 
Mstep: Class 10 contains 76931 members 
Mstep: Class 11 contains 20780 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 22289 members 
Mstep: Class 14 contains 25049 members 
Mstep: Class 15 contains 165284 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12281 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14361 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10712 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83733 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625440.000000 Penalty: 94130.875000
Iteration 421Q: 28 clusters Score -1.546254e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 288186 members 
Mstep: Class 2 contains 56213 members 
Mstep: Class 3 contains 18483 members 
Mstep: Class 4 contains 276183 members 
Mstep: Class 5 contains 9918 members 
Mstep: Class 6 contains 22126 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106160 members 
Mstep: Class 9 contains 31921 members 
Mstep: Class 10 contains 76941 members 
Mstep: Class 11 contains 20774 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 22290 members 
Mstep: Class 14 contains 25046 members 
Mstep: Class 15 contains 165419 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12284 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 14360 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10695 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83713 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625488.000000 Penalty: 94130.875000
Iteration 422Q: 28 clusters Score -1.546255e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 288113 members 
Mstep: Class 2 contains 56209 members 
Mstep: Class 3 contains 18484 members 
Mstep: Class 4 contains 276164 members 
Mstep: Class 5 contains 9918 members 
Mstep: Class 6 contains 22121 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106133 members 
Mstep: Class 9 contains 31923 members 
Mstep: Class 10 contains 76946 members 
Mstep: Class 11 contains 20762 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 22287 members 
Mstep: Class 14 contains 25045 members 
Mstep: Class 15 contains 165583 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12295 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14359 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10675 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83695 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625216.000000 Penalty: 94130.875000
Iteration 423Q: 28 clusters Score -1.546252e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 288061 members 
Mstep: Class 2 contains 56203 members 
Mstep: Class 3 contains 18483 members 
Mstep: Class 4 contains 276119 members 
Mstep: Class 5 contains 9916 members 
Mstep: Class 6 contains 22119 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106131 members 
Mstep: Class 9 contains 31926 members 
Mstep: Class 10 contains 76945 members 
Mstep: Class 11 contains 20757 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 22286 members 
Mstep: Class 14 contains 25043 members 
Mstep: Class 15 contains 165720 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12296 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 14361 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10658 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83687 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625632.000000 Penalty: 94130.875000
Iteration 424Q: 28 clusters Score -1.546256e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 288011 members 
Mstep: Class 2 contains 56204 members 
Mstep: Class 3 contains 18486 members 
Mstep: Class 4 contains 276070 members 
Mstep: Class 5 contains 9920 members 
Mstep: Class 6 contains 22116 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106133 members 
Mstep: Class 9 contains 31930 members 
Mstep: Class 10 contains 76951 members 
Mstep: Class 11 contains 20751 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 22285 members 
Mstep: Class 14 contains 25043 members 
Mstep: Class 15 contains 165840 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12306 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 14359 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10647 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83656 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625648.000000 Penalty: 94130.875000
Iteration 425Q: 28 clusters Score -1.546256e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287955 members 
Mstep: Class 2 contains 56210 members 
Mstep: Class 3 contains 18494 members 
Mstep: Class 4 contains 276055 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 22114 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106127 members 
Mstep: Class 9 contains 31931 members 
Mstep: Class 10 contains 76952 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22284 members 
Mstep: Class 14 contains 25046 members 
Mstep: Class 15 contains 165952 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12315 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14359 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10634 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83615 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625856.000000 Penalty: 94130.875000
Iteration 426Q: 28 clusters Score -1.546259e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287887 members 
Mstep: Class 2 contains 56217 members 
Mstep: Class 3 contains 18494 members 
Mstep: Class 4 contains 276068 members 
Mstep: Class 5 contains 9917 members 
Mstep: Class 6 contains 22112 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106122 members 
Mstep: Class 9 contains 31928 members 
Mstep: Class 10 contains 76954 members 
Mstep: Class 11 contains 20738 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22284 members 
Mstep: Class 14 contains 25046 members 
Mstep: Class 15 contains 166061 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12323 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14359 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10611 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83589 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625808.000000 Penalty: 94130.875000
Iteration 427Q: 28 clusters Score -1.546258e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287842 members 
Mstep: Class 2 contains 56219 members 
Mstep: Class 3 contains 18497 members 
Mstep: Class 4 contains 276067 members 
Mstep: Class 5 contains 9918 members 
Mstep: Class 6 contains 22113 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106113 members 
Mstep: Class 9 contains 31929 members 
Mstep: Class 10 contains 76955 members 
Mstep: Class 11 contains 20729 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22281 members 
Mstep: Class 14 contains 25044 members 
Mstep: Class 15 contains 166166 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12324 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14360 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10589 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83564 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625840.000000 Penalty: 94130.875000
Iteration 428Q: 28 clusters Score -1.546258e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287782 members 
Mstep: Class 2 contains 56215 members 
Mstep: Class 3 contains 18500 members 
Mstep: Class 4 contains 276080 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 22115 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106100 members 
Mstep: Class 9 contains 31928 members 
Mstep: Class 10 contains 76959 members 
Mstep: Class 11 contains 20726 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 22277 members 
Mstep: Class 14 contains 25043 members 
Mstep: Class 15 contains 166279 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12322 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14358 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10545 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83561 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626064.000000 Penalty: 94130.875000
Iteration 429Q: 28 clusters Score -1.546261e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287715 members 
Mstep: Class 2 contains 56215 members 
Mstep: Class 3 contains 18502 members 
Mstep: Class 4 contains 276066 members 
Mstep: Class 5 contains 9922 members 
Mstep: Class 6 contains 22118 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106089 members 
Mstep: Class 9 contains 31932 members 
Mstep: Class 10 contains 76964 members 
Mstep: Class 11 contains 20721 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 22275 members 
Mstep: Class 14 contains 25042 members 
Mstep: Class 15 contains 166410 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12326 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14356 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10509 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83547 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626160.000000 Penalty: 94130.875000
Iteration 430Q: 28 clusters Score -1.546262e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287667 members 
Mstep: Class 2 contains 56214 members 
Mstep: Class 3 contains 18501 members 
Mstep: Class 4 contains 276050 members 
Mstep: Class 5 contains 9925 members 
Mstep: Class 6 contains 22119 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106077 members 
Mstep: Class 9 contains 31931 members 
Mstep: Class 10 contains 76966 members 
Mstep: Class 11 contains 20713 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 22274 members 
Mstep: Class 14 contains 25042 members 
Mstep: Class 15 contains 166553 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12326 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14359 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10470 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83522 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626320.000000 Penalty: 94130.875000
Iteration 431Q: 28 clusters Score -1.546263e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287596 members 
Mstep: Class 2 contains 56213 members 
Mstep: Class 3 contains 18503 members 
Mstep: Class 4 contains 276064 members 
Mstep: Class 5 contains 9927 members 
Mstep: Class 6 contains 22120 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106060 members 
Mstep: Class 9 contains 31930 members 
Mstep: Class 10 contains 76976 members 
Mstep: Class 11 contains 20713 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 22273 members 
Mstep: Class 14 contains 25040 members 
Mstep: Class 15 contains 166696 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12323 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14359 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10442 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83474 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626288.000000 Penalty: 94130.875000
Iteration 432Q: 28 clusters Score -1.546263e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287536 members 
Mstep: Class 2 contains 56206 members 
Mstep: Class 3 contains 18506 members 
Mstep: Class 4 contains 276078 members 
Mstep: Class 5 contains 9929 members 
Mstep: Class 6 contains 22122 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106046 members 
Mstep: Class 9 contains 31931 members 
Mstep: Class 10 contains 76986 members 
Mstep: Class 11 contains 20710 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 22272 members 
Mstep: Class 14 contains 25038 members 
Mstep: Class 15 contains 166820 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12323 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14359 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10391 members 
Mstep: Class 24 contains 8594 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83457 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626240.000000 Penalty: 94130.875000
Iteration 433Q: 28 clusters Score -1.546262e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287489 members 
Mstep: Class 2 contains 56196 members 
Mstep: Class 3 contains 18512 members 
Mstep: Class 4 contains 276124 members 
Mstep: Class 5 contains 9931 members 
Mstep: Class 6 contains 22124 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106040 members 
Mstep: Class 9 contains 31931 members 
Mstep: Class 10 contains 76994 members 
Mstep: Class 11 contains 20708 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 22271 members 
Mstep: Class 14 contains 25035 members 
Mstep: Class 15 contains 166928 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12318 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14357 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10348 members 
Mstep: Class 24 contains 8593 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83405 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626160.000000 Penalty: 94130.875000
Iteration 434Q: 28 clusters Score -1.546262e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287439 members 
Mstep: Class 2 contains 56186 members 
Mstep: Class 3 contains 18512 members 
Mstep: Class 4 contains 276137 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 22125 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106037 members 
Mstep: Class 9 contains 31933 members 
Mstep: Class 10 contains 77005 members 
Mstep: Class 11 contains 20705 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22272 members 
Mstep: Class 14 contains 25036 members 
Mstep: Class 15 contains 167050 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12319 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 14358 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10301 members 
Mstep: Class 24 contains 8593 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83366 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625984.000000 Penalty: 94130.875000
Iteration 435Q: 28 clusters Score -1.54626e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287403 members 
Mstep: Class 2 contains 56173 members 
Mstep: Class 3 contains 18517 members 
Mstep: Class 4 contains 276173 members 
Mstep: Class 5 contains 9933 members 
Mstep: Class 6 contains 22126 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106034 members 
Mstep: Class 9 contains 31936 members 
Mstep: Class 10 contains 77004 members 
Mstep: Class 11 contains 20701 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 22272 members 
Mstep: Class 14 contains 25037 members 
Mstep: Class 15 contains 167152 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12326 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 14358 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10269 members 
Mstep: Class 24 contains 8593 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83301 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625728.000000 Penalty: 94130.875000
Iteration 436Q: 28 clusters Score -1.546257e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287378 members 
Mstep: Class 2 contains 56168 members 
Mstep: Class 3 contains 18517 members 
Mstep: Class 4 contains 276179 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 22128 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106031 members 
Mstep: Class 9 contains 31936 members 
Mstep: Class 10 contains 77015 members 
Mstep: Class 11 contains 20699 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22272 members 
Mstep: Class 14 contains 25036 members 
Mstep: Class 15 contains 167246 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12318 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14358 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 10249 members 
Mstep: Class 24 contains 8593 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83250 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625872.000000 Penalty: 94130.875000
Iteration 437Q: 28 clusters Score -1.546259e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287376 members 
Mstep: Class 2 contains 56156 members 
Mstep: Class 3 contains 18521 members 
Mstep: Class 4 contains 276184 members 
Mstep: Class 5 contains 9933 members 
Mstep: Class 6 contains 22130 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106025 members 
Mstep: Class 9 contains 31935 members 
Mstep: Class 10 contains 77018 members 
Mstep: Class 11 contains 20694 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22271 members 
Mstep: Class 14 contains 25037 members 
Mstep: Class 15 contains 167325 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12319 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 14358 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10220 members 
Mstep: Class 24 contains 8593 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83210 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625904.000000 Penalty: 94130.875000
Iteration 438Q: 28 clusters Score -1.546259e+08 nChanged 601
Entering ConstructFrom: 
Score: -154625904.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (287373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287373 members 
Entering Unmasked Estep 
Score: -35649160.000000 Penalty: 3116.997070
	Iteration 0F: 2 clusters Score -3.564916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143865 members 
Mstep: Class 2 contains 143508 members 
Entering Unmasked Estep 
Score: -35467536.000000 Penalty: 6233.994141
	Iteration 0F: 3 clusters Score -3.546754e+07 nChanged 139028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146515 members 
Mstep: Class 2 contains 140858 members 
Entering Unmasked Estep 
Score: -35549372.000000 Penalty: 6233.994141
	Iteration 1F: 3 clusters Score -3.554937e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148502 members 
Mstep: Class 2 contains 138871 members 
Entering Unmasked Estep 
Score: -35550848.000000 Penalty: 6233.994141
	Iteration 2Q: 3 clusters Score -3.555085e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151520 members 
Mstep: Class 2 contains 135853 members 
Entering Unmasked Estep 
Score: -35553164.000000 Penalty: 6233.994141
	Iteration 3Q: 3 clusters Score -3.555316e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156000 members 
Mstep: Class 2 contains 131373 members 
Entering Unmasked Estep 
Score: -35556756.000000 Penalty: 6233.994141
	Iteration 4Q: 3 clusters Score -3.555676e+07 nChanged 11360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162178 members 
Mstep: Class 2 contains 125195 members 
Entering Unmasked Estep 
Score: -35562712.000000 Penalty: 6233.994141
	Iteration 5Q: 3 clusters Score -3.556271e+07 nChanged 13767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169727 members 
Mstep: Class 2 contains 117646 members 
Entering Unmasked Estep 
Score: -35571332.000000 Penalty: 6233.994141
	Iteration 6Q: 3 clusters Score -3.557133e+07 nChanged 16240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178345 members 
Mstep: Class 2 contains 109028 members 
Entering Unmasked Estep 
Score: -35583184.000000 Penalty: 6233.994141
	Iteration 7F: 3 clusters Score -3.558318e+07 nChanged 18108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186633 members 
Mstep: Class 2 contains 100740 members 
Entering Unmasked Estep 
Score: -35596904.000000 Penalty: 6233.994141
	Iteration 8F: 3 clusters Score -3.55969e+07 nChanged 18335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192778 members 
Mstep: Class 2 contains 94595 members 
Entering Unmasked Estep 
Score: -35609940.000000 Penalty: 6233.994141
	Iteration 9F: 3 clusters Score -3.560994e+07 nChanged 16101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196561 members 
Mstep: Class 2 contains 90812 members 
Entering Unmasked Estep 
Score: -35618984.000000 Penalty: 6233.994141
	Iteration 10F: 3 clusters Score -3.561898e+07 nChanged 11943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198856 members 
Mstep: Class 2 contains 88517 members 
Entering Unmasked Estep 
Score: -35623300.000000 Penalty: 6233.994141
	Iteration 11Q: 3 clusters Score -3.56233e+07 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200660 members 
Mstep: Class 2 contains 86713 members 
Entering Unmasked Estep 
Score: -35625336.000000 Penalty: 6233.994141
	Iteration 12Q: 3 clusters Score -3.562534e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202261 members 
Mstep: Class 2 contains 85112 members 
Entering Unmasked Estep 
Score: -35626284.000000 Penalty: 6233.994141
	Iteration 13Q: 3 clusters Score -3.562628e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203618 members 
Mstep: Class 2 contains 83755 members 
Entering Unmasked Estep 
Score: -35627052.000000 Penalty: 6233.994141
	Iteration 14Q: 3 clusters Score -3.562705e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204841 members 
Mstep: Class 2 contains 82532 members 
Entering Unmasked Estep 
Score: -35627648.000000 Penalty: 6233.994141
	Iteration 15Q: 3 clusters Score -3.562765e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205856 members 
Mstep: Class 2 contains 81517 members 
Entering Unmasked Estep 
Score: -35628112.000000 Penalty: 6233.994141
	Iteration 16Q: 3 clusters Score -3.562811e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206675 members 
Mstep: Class 2 contains 80698 members 
Entering Unmasked Estep 
Score: -35628672.000000 Penalty: 6233.994141
	Iteration 17Q: 3 clusters Score -3.562867e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207424 members 
Mstep: Class 2 contains 79949 members 
Entering Unmasked Estep 
Score: -35628996.000000 Penalty: 6233.994141
	Iteration 18Q: 3 clusters Score -3.5629e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208069 members 
Mstep: Class 2 contains 79304 members 
Entering Unmasked Estep 
Score: -35629680.000000 Penalty: 6233.994141
	Iteration 19Q: 3 clusters Score -3.562968e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208666 members 
Mstep: Class 2 contains 78707 members 
Entering Unmasked Estep 
Score: -35630204.000000 Penalty: 6233.994141
	Iteration 20F: 3 clusters Score -3.56302e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209221 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -35630484.000000 Penalty: 6233.994141
	Iteration 21Q: 3 clusters Score -3.563048e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209656 members 
Mstep: Class 2 contains 77717 members 
Entering Unmasked Estep 
Score: -35630908.000000 Penalty: 6233.994141
	Iteration 22Q: 3 clusters Score -3.563091e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210045 members 
Mstep: Class 2 contains 77328 members 
Entering Unmasked Estep 
Score: -35631324.000000 Penalty: 6233.994141
	Iteration 23Q: 3 clusters Score -3.563132e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210351 members 
Mstep: Class 2 contains 77022 members 
Entering Unmasked Estep 
Score: -35631520.000000 Penalty: 6233.994141
	Iteration 24Q: 3 clusters Score -3.563152e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210620 members 
Mstep: Class 2 contains 76753 members 
Entering Unmasked Estep 
Score: -35631656.000000 Penalty: 6233.994141
	Iteration 25Q: 3 clusters Score -3.563166e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210778 members 
Mstep: Class 2 contains 76595 members 
Entering Unmasked Estep 
Score: -35632000.000000 Penalty: 6233.994141
	Iteration 26Q: 3 clusters Score -3.5632e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210888 members 
Mstep: Class 2 contains 76485 members 
Entering Unmasked Estep 
Score: -35632308.000000 Penalty: 6233.994141
	Iteration 27Q: 3 clusters Score -3.563231e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211002 members 
Mstep: Class 2 contains 76371 members 
Entering Unmasked Estep 
Score: -35632656.000000 Penalty: 6233.994141
	Iteration 28Q: 3 clusters Score -3.563266e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211186 members 
Mstep: Class 2 contains 76187 members 
Entering Unmasked Estep 
Score: -35632964.000000 Penalty: 6233.994141
	Iteration 29Q: 3 clusters Score -3.563296e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211299 members 
Mstep: Class 2 contains 76074 members 
Entering Unmasked Estep 
Score: -35633296.000000 Penalty: 6233.994141
	Iteration 30Q: 3 clusters Score -3.56333e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211379 members 
Mstep: Class 2 contains 75994 members 
Entering Unmasked Estep 
Score: -35633540.000000 Penalty: 6233.994141
	Iteration 31Q: 3 clusters Score -3.563354e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211473 members 
Mstep: Class 2 contains 75900 members 
Entering Unmasked Estep 
Score: -35633788.000000 Penalty: 6233.994141
	Iteration 32Q: 3 clusters Score -3.563379e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211497 members 
Mstep: Class 2 contains 75876 members 
Entering Unmasked Estep 
Score: -35634084.000000 Penalty: 6233.994141
	Iteration 33Q: 3 clusters Score -3.563408e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211483 members 
Mstep: Class 2 contains 75890 members 
Entering Unmasked Estep 
Score: -35634364.000000 Penalty: 6233.994141
	Iteration 34Q: 3 clusters Score -3.563436e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211482 members 
Mstep: Class 2 contains 75891 members 
Entering Unmasked Estep 
Score: -35634708.000000 Penalty: 6233.994141
	Iteration 35Q: 3 clusters Score -3.563471e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211446 members 
Mstep: Class 2 contains 75927 members 
Entering Unmasked Estep 
Score: -35635000.000000 Penalty: 6233.994141
	Iteration 36Q: 3 clusters Score -3.5635e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211375 members 
Mstep: Class 2 contains 75998 members 
Entering Unmasked Estep 
Score: -35635232.000000 Penalty: 6233.994141
	Iteration 37Q: 3 clusters Score -3.563523e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211364 members 
Mstep: Class 2 contains 76009 members 
Entering Unmasked Estep 
Score: -35635476.000000 Penalty: 6233.994141
	Iteration 38Q: 3 clusters Score -3.563548e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211317 members 
Mstep: Class 2 contains 76056 members 
Entering Unmasked Estep 
Score: -35635760.000000 Penalty: 6233.994141
	Iteration 39Q: 3 clusters Score -3.563576e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211281 members 
Mstep: Class 2 contains 76092 members 
Entering Unmasked Estep 
Score: -35635932.000000 Penalty: 6233.994141
	Iteration 40F: 3 clusters Score -3.563593e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211279 members 
Mstep: Class 2 contains 76094 members 
Entering Unmasked Estep 
Score: -35636232.000000 Penalty: 6233.994141
	Iteration 41Q: 3 clusters Score -3.563623e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211327 members 
Mstep: Class 2 contains 76046 members 
Entering Unmasked Estep 
Score: -35636384.000000 Penalty: 6233.994141
	Iteration 42Q: 3 clusters Score -3.563638e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211423 members 
Mstep: Class 2 contains 75950 members 
Entering Unmasked Estep 
Score: -35636592.000000 Penalty: 6233.994141
	Iteration 43Q: 3 clusters Score -3.563659e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211550 members 
Mstep: Class 2 contains 75823 members 
Entering Unmasked Estep 
Score: -35636728.000000 Penalty: 6233.994141
	Iteration 44Q: 3 clusters Score -3.563673e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211696 members 
Mstep: Class 2 contains 75677 members 
Entering Unmasked Estep 
Score: -35636736.000000 Penalty: 6233.994141
	Iteration 45Q: 3 clusters Score -3.563674e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211876 members 
Mstep: Class 2 contains 75497 members 
Entering Unmasked Estep 
Score: -35636772.000000 Penalty: 6233.994141
	Iteration 46Q: 3 clusters Score -3.563677e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212084 members 
Mstep: Class 2 contains 75289 members 
Entering Unmasked Estep 
Score: -35636868.000000 Penalty: 6233.994141
	Iteration 47Q: 3 clusters Score -3.563687e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212330 members 
Mstep: Class 2 contains 75043 members 
Entering Unmasked Estep 
Score: -35636928.000000 Penalty: 6233.994141
	Iteration 48Q: 3 clusters Score -3.563693e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212618 members 
Mstep: Class 2 contains 74755 members 
Entering Unmasked Estep 
Score: -35637024.000000 Penalty: 6233.994141
	Iteration 49Q: 3 clusters Score -3.563702e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212917 members 
Mstep: Class 2 contains 74456 members 
Entering Unmasked Estep 
Score: -35637048.000000 Penalty: 6233.994141
	Iteration 50Q: 3 clusters Score -3.563705e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213197 members 
Mstep: Class 2 contains 74176 members 
Entering Unmasked Estep 
Score: -35637108.000000 Penalty: 6233.994141
	Iteration 51Q: 3 clusters Score -3.563711e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213464 members 
Mstep: Class 2 contains 73909 members 
Entering Unmasked Estep 
Score: -35637168.000000 Penalty: 6233.994141
	Iteration 52Q: 3 clusters Score -3.563717e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213768 members 
Mstep: Class 2 contains 73605 members 
Entering Unmasked Estep 
Score: -35637196.000000 Penalty: 6233.994141
	Iteration 53Q: 3 clusters Score -3.56372e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214087 members 
Mstep: Class 2 contains 73286 members 
Entering Unmasked Estep 
Score: -35637244.000000 Penalty: 6233.994141
	Iteration 54Q: 3 clusters Score -3.563724e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214416 members 
Mstep: Class 2 contains 72957 members 
Entering Unmasked Estep 
Score: -35637228.000000 Penalty: 6233.994141
	Iteration 55Q: 3 clusters Score -3.563723e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214768 members 
Mstep: Class 2 contains 72605 members 
Entering Unmasked Estep 
Score: -35637228.000000 Penalty: 6233.994141
	Iteration 56Q: 3 clusters Score -3.563723e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215124 members 
Mstep: Class 2 contains 72249 members 
Entering Unmasked Estep 
Score: -35637248.000000 Penalty: 6233.994141
	Iteration 57Q: 3 clusters Score -3.563725e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215477 members 
Mstep: Class 2 contains 71896 members 
Entering Unmasked Estep 
Score: -35637264.000000 Penalty: 6233.994141
	Iteration 58Q: 3 clusters Score -3.563726e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215824 members 
Mstep: Class 2 contains 71549 members 
Entering Unmasked Estep 
Score: -35637244.000000 Penalty: 6233.994141
	Iteration 59Q: 3 clusters Score -3.563724e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216176 members 
Mstep: Class 2 contains 71197 members 
Entering Unmasked Estep 
Score: -35637328.000000 Penalty: 6233.994141
	Iteration 60F: 3 clusters Score -3.563733e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216508 members 
Mstep: Class 2 contains 70865 members 
Entering Unmasked Estep 
Score: -35637292.000000 Penalty: 6233.994141
	Iteration 61Q: 3 clusters Score -3.563729e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216843 members 
Mstep: Class 2 contains 70530 members 
Entering Unmasked Estep 
Score: -35637360.000000 Penalty: 6233.994141
	Iteration 62Q: 3 clusters Score -3.563736e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217178 members 
Mstep: Class 2 contains 70195 members 
Entering Unmasked Estep 
Score: -35637404.000000 Penalty: 6233.994141
	Iteration 63Q: 3 clusters Score -3.56374e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217541 members 
Mstep: Class 2 contains 69832 members 
Entering Unmasked Estep 
Score: -35637444.000000 Penalty: 6233.994141
	Iteration 64Q: 3 clusters Score -3.563744e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217918 members 
Mstep: Class 2 contains 69455 members 
Entering Unmasked Estep 
Score: -35637360.000000 Penalty: 6233.994141
	Iteration 65Q: 3 clusters Score -3.563736e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218352 members 
Mstep: Class 2 contains 69021 members 
Entering Unmasked Estep 
Score: -35637404.000000 Penalty: 6233.994141
	Iteration 66Q: 3 clusters Score -3.56374e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218800 members 
Mstep: Class 2 contains 68573 members 
Entering Unmasked Estep 
Score: -35637348.000000 Penalty: 6233.994141
	Iteration 67Q: 3 clusters Score -3.563735e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219250 members 
Mstep: Class 2 contains 68123 members 
Entering Unmasked Estep 
Score: -35637328.000000 Penalty: 6233.994141
	Iteration 68Q: 3 clusters Score -3.563733e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219713 members 
Mstep: Class 2 contains 67660 members 
Entering Unmasked Estep 
Score: -35637312.000000 Penalty: 6233.994141
	Iteration 69Q: 3 clusters Score -3.563731e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220148 members 
Mstep: Class 2 contains 67225 members 
Entering Unmasked Estep 
Score: -35637192.000000 Penalty: 6233.994141
	Iteration 70Q: 3 clusters Score -3.563719e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220584 members 
Mstep: Class 2 contains 66789 members 
Entering Unmasked Estep 
Score: -35637136.000000 Penalty: 6233.994141
	Iteration 71Q: 3 clusters Score -3.563714e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221067 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -35637136.000000 Penalty: 6233.994141
	Iteration 72Q: 3 clusters Score -3.563714e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221519 members 
Mstep: Class 2 contains 65854 members 
Entering Unmasked Estep 
Score: -35637268.000000 Penalty: 6233.994141
	Iteration 73Q: 3 clusters Score -3.563727e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221998 members 
Mstep: Class 2 contains 65375 members 
Entering Unmasked Estep 
Score: -35637280.000000 Penalty: 6233.994141
	Iteration 74Q: 3 clusters Score -3.563728e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222457 members 
Mstep: Class 2 contains 64916 members 
Entering Unmasked Estep 
Score: -35637276.000000 Penalty: 6233.994141
	Iteration 75Q: 3 clusters Score -3.563728e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222954 members 
Mstep: Class 2 contains 64419 members 
Entering Unmasked Estep 
Score: -35637408.000000 Penalty: 6233.994141
	Iteration 76Q: 3 clusters Score -3.563741e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223482 members 
Mstep: Class 2 contains 63891 members 
Entering Unmasked Estep 
Score: -35637428.000000 Penalty: 6233.994141
	Iteration 77Q: 3 clusters Score -3.563743e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224016 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -35637484.000000 Penalty: 6233.994141
	Iteration 78Q: 3 clusters Score -3.563748e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224566 members 
Mstep: Class 2 contains 62807 members 
Entering Unmasked Estep 
Score: -35637524.000000 Penalty: 6233.994141
	Iteration 79Q: 3 clusters Score -3.563752e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225087 members 
Mstep: Class 2 contains 62286 members 
Entering Unmasked Estep 
Score: -35637564.000000 Penalty: 6233.994141
	Iteration 80F: 3 clusters Score -3.563756e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225656 members 
Mstep: Class 2 contains 61717 members 
Entering Unmasked Estep 
Score: -35637676.000000 Penalty: 6233.994141
	Iteration 81Q: 3 clusters Score -3.563768e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226291 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -35637668.000000 Penalty: 6233.994141
	Iteration 82Q: 3 clusters Score -3.563767e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226935 members 
Mstep: Class 2 contains 60438 members 
Entering Unmasked Estep 
Score: -35637664.000000 Penalty: 6233.994141
	Iteration 83Q: 3 clusters Score -3.563766e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227619 members 
Mstep: Class 2 contains 59754 members 
Entering Unmasked Estep 
Score: -35637668.000000 Penalty: 6233.994141
	Iteration 84Q: 3 clusters Score -3.563767e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228363 members 
Mstep: Class 2 contains 59010 members 
Entering Unmasked Estep 
Score: -35637748.000000 Penalty: 6233.994141
	Iteration 85Q: 3 clusters Score -3.563775e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229114 members 
Mstep: Class 2 contains 58259 members 
Entering Unmasked Estep 
Score: -35637804.000000 Penalty: 6233.994141
	Iteration 86Q: 3 clusters Score -3.56378e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229890 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -35638008.000000 Penalty: 6233.994141
	Iteration 87Q: 3 clusters Score -3.563801e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230682 members 
Mstep: Class 2 contains 56691 members 
Entering Unmasked Estep 
Score: -35638132.000000 Penalty: 6233.994141
	Iteration 88Q: 3 clusters Score -3.563813e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231514 members 
Mstep: Class 2 contains 55859 members 
Entering Unmasked Estep 
Score: -35638080.000000 Penalty: 6233.994141
	Iteration 89Q: 3 clusters Score -3.563808e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232389 members 
Mstep: Class 2 contains 54984 members 
Entering Unmasked Estep 
Score: -35638056.000000 Penalty: 6233.994141
	Iteration 90Q: 3 clusters Score -3.563806e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233353 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -35638120.000000 Penalty: 6233.994141
	Iteration 91Q: 3 clusters Score -3.563812e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234337 members 
Mstep: Class 2 contains 53036 members 
Entering Unmasked Estep 
Score: -35638112.000000 Penalty: 6233.994141
	Iteration 92Q: 3 clusters Score -3.563811e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235338 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -35638312.000000 Penalty: 6233.994141
	Iteration 93Q: 3 clusters Score -3.563831e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236374 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -35638364.000000 Penalty: 6233.994141
	Iteration 94Q: 3 clusters Score -3.563836e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237497 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -35638340.000000 Penalty: 6233.994141
	Iteration 95Q: 3 clusters Score -3.563834e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238617 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -35638420.000000 Penalty: 6233.994141
	Iteration 96Q: 3 clusters Score -3.563842e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239781 members 
Mstep: Class 2 contains 47592 members 
Entering Unmasked Estep 
Score: -35638516.000000 Penalty: 6233.994141
	Iteration 97Q: 3 clusters Score -3.563852e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240898 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -35638624.000000 Penalty: 6233.994141
	Iteration 98Q: 3 clusters Score -3.563862e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242002 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -35638652.000000 Penalty: 6233.994141
	Iteration 99Q: 3 clusters Score -3.563865e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243084 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -35638716.000000 Penalty: 6233.994141
	Iteration 100F: 3 clusters Score -3.563872e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244142 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -35638764.000000 Penalty: 6233.994141
	Iteration 101Q: 3 clusters Score -3.563876e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245195 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -35638824.000000 Penalty: 6233.994141
	Iteration 102Q: 3 clusters Score -3.563882e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246237 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -35638944.000000 Penalty: 6233.994141
	Iteration 103Q: 3 clusters Score -3.563894e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247343 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -35639024.000000 Penalty: 6233.994141
	Iteration 104Q: 3 clusters Score -3.563902e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248521 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -35639184.000000 Penalty: 6233.994141
	Iteration 105Q: 3 clusters Score -3.563918e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249725 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -35639484.000000 Penalty: 6233.994141
	Iteration 106Q: 3 clusters Score -3.563948e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251014 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -35639668.000000 Penalty: 6233.994141
	Iteration 107Q: 3 clusters Score -3.563967e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252293 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -35639812.000000 Penalty: 6233.994141
	Iteration 108Q: 3 clusters Score -3.563981e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253609 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -35640092.000000 Penalty: 6233.994141
	Iteration 109Q: 3 clusters Score -3.564009e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254898 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -35640388.000000 Penalty: 6233.994141
	Iteration 110Q: 3 clusters Score -3.564039e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256195 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -35640712.000000 Penalty: 6233.994141
	Iteration 111Q: 3 clusters Score -3.564071e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257444 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -35640880.000000 Penalty: 6233.994141
	Iteration 112Q: 3 clusters Score -3.564088e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258708 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -35641192.000000 Penalty: 6233.994141
	Iteration 113Q: 3 clusters Score -3.564119e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259901 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -35641416.000000 Penalty: 6233.994141
	Iteration 114Q: 3 clusters Score -3.564142e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261113 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -35641572.000000 Penalty: 6233.994141
	Iteration 115Q: 3 clusters Score -3.564157e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262310 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -35641836.000000 Penalty: 6233.994141
	Iteration 116Q: 3 clusters Score -3.564184e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263490 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -35642048.000000 Penalty: 6233.994141
	Iteration 117Q: 3 clusters Score -3.564205e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264691 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -35642356.000000 Penalty: 6233.994141
	Iteration 118Q: 3 clusters Score -3.564236e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265916 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -35642732.000000 Penalty: 6233.994141
	Iteration 119Q: 3 clusters Score -3.564273e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267031 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -35643040.000000 Penalty: 6233.994141
	Iteration 120F: 3 clusters Score -3.564304e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268047 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -35643252.000000 Penalty: 6233.994141
	Iteration 121Q: 3 clusters Score -3.564325e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269006 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -35643424.000000 Penalty: 6233.994141
	Iteration 122Q: 3 clusters Score -3.564342e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269934 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -35643604.000000 Penalty: 6233.994141
	Iteration 123Q: 3 clusters Score -3.56436e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270786 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -35643804.000000 Penalty: 6233.994141
	Iteration 124Q: 3 clusters Score -3.56438e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271614 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -35644052.000000 Penalty: 6233.994141
	Iteration 125Q: 3 clusters Score -3.564405e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272330 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -35644316.000000 Penalty: 6233.994141
	Iteration 126Q: 3 clusters Score -3.564432e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273036 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -35644432.000000 Penalty: 6233.994141
	Iteration 127Q: 3 clusters Score -3.564443e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273713 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -35644528.000000 Penalty: 6233.994141
	Iteration 128Q: 3 clusters Score -3.564453e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274351 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -35644636.000000 Penalty: 6233.994141
	Iteration 129Q: 3 clusters Score -3.564464e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274963 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -35644760.000000 Penalty: 6233.994141
	Iteration 130Q: 3 clusters Score -3.564476e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275534 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -35644920.000000 Penalty: 6233.994141
	Iteration 131Q: 3 clusters Score -3.564492e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276048 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -35645080.000000 Penalty: 6233.994141
	Iteration 132Q: 3 clusters Score -3.564508e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276518 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -35645092.000000 Penalty: 6233.994141
	Iteration 133Q: 3 clusters Score -3.564509e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276945 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -35645260.000000 Penalty: 6233.994141
	Iteration 134Q: 3 clusters Score -3.564526e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277333 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -35645252.000000 Penalty: 6233.994141
	Iteration 135Q: 3 clusters Score -3.564525e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277707 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -35645344.000000 Penalty: 6233.994141
	Iteration 136Q: 3 clusters Score -3.564534e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278034 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -35645368.000000 Penalty: 6233.994141
	Iteration 137Q: 3 clusters Score -3.564537e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278370 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -35645392.000000 Penalty: 6233.994141
	Iteration 138Q: 3 clusters Score -3.564539e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278665 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -35645468.000000 Penalty: 6233.994141
	Iteration 139Q: 3 clusters Score -3.564547e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278962 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -35645508.000000 Penalty: 6233.994141
	Iteration 140F: 3 clusters Score -3.564551e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279256 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -35645564.000000 Penalty: 6233.994141
	Iteration 141Q: 3 clusters Score -3.564556e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279502 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -35645588.000000 Penalty: 6233.994141
	Iteration 142Q: 3 clusters Score -3.564559e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279720 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -35645636.000000 Penalty: 6233.994141
	Iteration 143Q: 3 clusters Score -3.564564e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279918 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -35645704.000000 Penalty: 6233.994141
	Iteration 144Q: 3 clusters Score -3.56457e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280096 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -35645748.000000 Penalty: 6233.994141
	Iteration 145Q: 3 clusters Score -3.564575e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280263 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -35645808.000000 Penalty: 6233.994141
	Iteration 146Q: 3 clusters Score -3.564581e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280422 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -35645816.000000 Penalty: 6233.994141
	Iteration 147Q: 3 clusters Score -3.564582e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280596 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -35645920.000000 Penalty: 6233.994141
	Iteration 148Q: 3 clusters Score -3.564592e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280742 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -35645996.000000 Penalty: 6233.994141
	Iteration 149Q: 3 clusters Score -3.5646e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280876 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -35645976.000000 Penalty: 6233.994141
	Iteration 150Q: 3 clusters Score -3.564598e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281004 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -35646100.000000 Penalty: 6233.994141
	Iteration 151Q: 3 clusters Score -3.56461e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281129 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -35646092.000000 Penalty: 6233.994141
	Iteration 152Q: 3 clusters Score -3.564609e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281241 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -35646140.000000 Penalty: 6233.994141
	Iteration 153Q: 3 clusters Score -3.564614e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281356 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -35646164.000000 Penalty: 6233.994141
	Iteration 154Q: 3 clusters Score -3.564616e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281469 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -35646228.000000 Penalty: 6233.994141
	Iteration 155Q: 3 clusters Score -3.564623e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281567 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -35646216.000000 Penalty: 6233.994141
	Iteration 156Q: 3 clusters Score -3.564622e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281673 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -35646216.000000 Penalty: 6233.994141
	Iteration 157Q: 3 clusters Score -3.564622e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281784 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -35646216.000000 Penalty: 6233.994141
	Iteration 158Q: 3 clusters Score -3.564622e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281887 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -35646164.000000 Penalty: 6233.994141
	Iteration 159Q: 3 clusters Score -3.564616e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281974 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -35646168.000000 Penalty: 6233.994141
	Iteration 160F: 3 clusters Score -3.564617e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282045 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -35646204.000000 Penalty: 6233.994141
	Iteration 161Q: 3 clusters Score -3.56462e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282122 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -35646244.000000 Penalty: 6233.994141
	Iteration 162Q: 3 clusters Score -3.564624e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282185 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -35646236.000000 Penalty: 6233.994141
	Iteration 163Q: 3 clusters Score -3.564624e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282243 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -35646216.000000 Penalty: 6233.994141
	Iteration 164Q: 3 clusters Score -3.564622e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282306 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -35646236.000000 Penalty: 6233.994141
	Iteration 165Q: 3 clusters Score -3.564624e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282372 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -35646264.000000 Penalty: 6233.994141
	Iteration 166Q: 3 clusters Score -3.564626e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282413 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -35646244.000000 Penalty: 6233.994141
	Iteration 167Q: 3 clusters Score -3.564624e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282465 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -35646276.000000 Penalty: 6233.994141
	Iteration 168Q: 3 clusters Score -3.564628e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282528 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -35646328.000000 Penalty: 6233.994141
	Iteration 169Q: 3 clusters Score -3.564633e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282588 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -35646296.000000 Penalty: 6233.994141
	Iteration 170Q: 3 clusters Score -3.56463e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282635 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -35646312.000000 Penalty: 6233.994141
	Iteration 171Q: 3 clusters Score -3.564631e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282681 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -35646308.000000 Penalty: 6233.994141
	Iteration 172Q: 3 clusters Score -3.564631e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282717 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -35646316.000000 Penalty: 6233.994141
	Iteration 173Q: 3 clusters Score -3.564632e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282756 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -35646316.000000 Penalty: 6233.994141
	Iteration 174Q: 3 clusters Score -3.564632e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282791 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -35646340.000000 Penalty: 6233.994141
	Iteration 175Q: 3 clusters Score -3.564634e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282828 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -35646344.000000 Penalty: 6233.994141
	Iteration 176Q: 3 clusters Score -3.564634e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282854 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -35646328.000000 Penalty: 6233.994141
	Iteration 177Q: 3 clusters Score -3.564633e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282881 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -35646356.000000 Penalty: 6233.994141
	Iteration 178Q: 3 clusters Score -3.564636e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282903 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -35646352.000000 Penalty: 6233.994141
	Iteration 179Q: 3 clusters Score -3.564635e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282931 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -35646368.000000 Penalty: 6233.994141
	Iteration 180F: 3 clusters Score -3.564637e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282955 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -35646416.000000 Penalty: 6233.994141
	Iteration 181Q: 3 clusters Score -3.564642e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282982 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -35646436.000000 Penalty: 6233.994141
	Iteration 182Q: 3 clusters Score -3.564644e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283014 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -35646412.000000 Penalty: 6233.994141
	Iteration 183Q: 3 clusters Score -3.564641e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283054 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -35646492.000000 Penalty: 6233.994141
	Iteration 184Q: 3 clusters Score -3.564649e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283091 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -35646472.000000 Penalty: 6233.994141
	Iteration 185Q: 3 clusters Score -3.564647e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283121 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -35646468.000000 Penalty: 6233.994141
	Iteration 186Q: 3 clusters Score -3.564647e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283154 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -35646488.000000 Penalty: 6233.994141
	Iteration 187Q: 3 clusters Score -3.564649e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283177 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -35646476.000000 Penalty: 6233.994141
	Iteration 188Q: 3 clusters Score -3.564648e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283203 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -35646496.000000 Penalty: 6233.994141
	Iteration 189Q: 3 clusters Score -3.56465e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283230 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -35646480.000000 Penalty: 6233.994141
	Iteration 190Q: 3 clusters Score -3.564648e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283253 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -35646484.000000 Penalty: 6233.994141
	Iteration 191Q: 3 clusters Score -3.564648e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283277 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -35646460.000000 Penalty: 6233.994141
	Iteration 192Q: 3 clusters Score -3.564646e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283295 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -35646480.000000 Penalty: 6233.994141
	Iteration 193Q: 3 clusters Score -3.564648e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283317 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -35646484.000000 Penalty: 6233.994141
	Iteration 194Q: 3 clusters Score -3.564648e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283333 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -35646484.000000 Penalty: 6233.994141
	Iteration 195Q: 3 clusters Score -3.564648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283346 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -35646452.000000 Penalty: 6233.994141
	Iteration 196Q: 3 clusters Score -3.564645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283353 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -35646472.000000 Penalty: 6233.994141
	Iteration 197Q: 3 clusters Score -3.564647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283361 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -35646472.000000 Penalty: 6233.994141
	Iteration 198Q: 3 clusters Score -3.564647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283371 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -35646456.000000 Penalty: 6233.994141
	Iteration 199Q: 3 clusters Score -3.564646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283380 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -35646464.000000 Penalty: 6233.994141
	Iteration 200F: 3 clusters Score -3.564646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283391 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -35646428.000000 Penalty: 6233.994141
	Iteration 201Q: 3 clusters Score -3.564643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283400 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -35646444.000000 Penalty: 6233.994141
	Iteration 202Q: 3 clusters Score -3.564644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283409 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -35646440.000000 Penalty: 6233.994141
	Iteration 203Q: 3 clusters Score -3.564644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283423 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -35646452.000000 Penalty: 6233.994141
	Iteration 204Q: 3 clusters Score -3.564645e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283437 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -35646432.000000 Penalty: 6233.994141
	Iteration 205Q: 3 clusters Score -3.564643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283448 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -35646444.000000 Penalty: 6233.994141
	Iteration 206Q: 3 clusters Score -3.564644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283462 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -35646444.000000 Penalty: 6233.994141
	Iteration 207Q: 3 clusters Score -3.564644e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283475 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -35646448.000000 Penalty: 6233.994141
	Iteration 208Q: 3 clusters Score -3.564645e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283489 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -35646440.000000 Penalty: 6233.994141
	Iteration 209Q: 3 clusters Score -3.564644e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283505 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -35646444.000000 Penalty: 6233.994141
	Iteration 210Q: 3 clusters Score -3.564644e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283518 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -35646452.000000 Penalty: 6233.994141
	Iteration 211Q: 3 clusters Score -3.564645e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283542 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -35646480.000000 Penalty: 6233.994141
	Iteration 212Q: 3 clusters Score -3.564648e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283562 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -35646504.000000 Penalty: 6233.994141
	Iteration 213Q: 3 clusters Score -3.56465e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283579 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -35646500.000000 Penalty: 6233.994141
	Iteration 214Q: 3 clusters Score -3.56465e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283591 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -35646508.000000 Penalty: 6233.994141
	Iteration 215Q: 3 clusters Score -3.564651e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283605 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -35646500.000000 Penalty: 6233.994141
	Iteration 216Q: 3 clusters Score -3.56465e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283615 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -35646492.000000 Penalty: 6233.994141
	Iteration 217Q: 3 clusters Score -3.564649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283627 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -35646484.000000 Penalty: 6233.994141
	Iteration 218Q: 3 clusters Score -3.564648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283639 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -35646488.000000 Penalty: 6233.994141
	Iteration 219Q: 3 clusters Score -3.564649e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283651 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -35646504.000000 Penalty: 6233.994141
	Iteration 220F: 3 clusters Score -3.56465e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283663 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -35646484.000000 Penalty: 6233.994141
	Iteration 221Q: 3 clusters Score -3.564648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283675 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -35646500.000000 Penalty: 6233.994141
	Iteration 222Q: 3 clusters Score -3.56465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283685 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -35646512.000000 Penalty: 6233.994141
	Iteration 223Q: 3 clusters Score -3.564651e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283697 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -35646520.000000 Penalty: 6233.994141
	Iteration 224Q: 3 clusters Score -3.564652e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283711 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -35646524.000000 Penalty: 6233.994141
	Iteration 225Q: 3 clusters Score -3.564652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283722 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -35646516.000000 Penalty: 6233.994141
	Iteration 226Q: 3 clusters Score -3.564652e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283741 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -35646508.000000 Penalty: 6233.994141
	Iteration 227Q: 3 clusters Score -3.564651e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283752 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -35646504.000000 Penalty: 6233.994141
	Iteration 228Q: 3 clusters Score -3.56465e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283758 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -35646488.000000 Penalty: 6233.994141
	Iteration 229Q: 3 clusters Score -3.564649e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283769 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -35646528.000000 Penalty: 6233.994141
	Iteration 230Q: 3 clusters Score -3.564653e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283780 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -35646524.000000 Penalty: 6233.994141
	Iteration 231Q: 3 clusters Score -3.564652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283788 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -35646544.000000 Penalty: 6233.994141
	Iteration 232Q: 3 clusters Score -3.564654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283795 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -35646536.000000 Penalty: 6233.994141
	Iteration 233Q: 3 clusters Score -3.564654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283799 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -35646568.000000 Penalty: 6233.994141
	Iteration 234Q: 3 clusters Score -3.564657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283802 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -35646564.000000 Penalty: 6233.994141
	Iteration 235Q: 3 clusters Score -3.564656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283803 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -35646560.000000 Penalty: 6233.994141
	Iteration 236Q: 3 clusters Score -3.564656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283806 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -35646548.000000 Penalty: 6233.994141
	Iteration 237Q: 3 clusters Score -3.564655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283807 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -35646548.000000 Penalty: 6233.994141
	Iteration 238Q: 3 clusters Score -3.564655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283807 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -35646548.000000 Penalty: 6233.994141
	Iteration 239F: 3 clusters Score -3.564655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56150 members 
Entering Unmasked Estep 
Score: -7057037.000000 Penalty: 2712.073730
	Iteration 0F: 2 clusters Score -7057037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -7019192.500000 Penalty: 5424.147461
	Iteration 0F: 3 clusters Score -7019192 nChanged 25988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -7033842.500000 Penalty: 5424.147461
	Iteration 1F: 3 clusters Score -7033842 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -7034652.000000 Penalty: 5424.147461
	Iteration 2Q: 3 clusters Score -7034652 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -7035757.000000 Penalty: 5424.147461
	Iteration 3Q: 3 clusters Score -7035757 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -7037468.000000 Penalty: 5424.147461
	Iteration 4F: 3 clusters Score -7037468 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -7040340.500000 Penalty: 5424.147461
	Iteration 5F: 3 clusters Score -7040340 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -7044360.000000 Penalty: 5424.147461
	Iteration 6F: 3 clusters Score -7044360 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -7048632.000000 Penalty: 5424.147461
	Iteration 7F: 3 clusters Score -7048632 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 50491 members 
Entering Unmasked Estep 
Score: -7051652.500000 Penalty: 5424.147461
	Iteration 8F: 3 clusters Score -7051652 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -7053344.500000 Penalty: 5424.147461
	Iteration 9Q: 3 clusters Score -7053344 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -7054181.500000 Penalty: 5424.147461
	Iteration 10Q: 3 clusters Score -7054182 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -7054570.500000 Penalty: 5424.147461
	Iteration 11Q: 3 clusters Score -7054570 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -7054796.000000 Penalty: 5424.147461
	Iteration 12Q: 3 clusters Score -7054796 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -7054949.000000 Penalty: 5424.147461
	Iteration 13Q: 3 clusters Score -7054949 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -7055011.500000 Penalty: 5424.147461
	Iteration 14Q: 3 clusters Score -7055012 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -7055049.500000 Penalty: 5424.147461
	Iteration 15Q: 3 clusters Score -7055050 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 53922 members 
Entering Unmasked Estep 
Score: -7055091.500000 Penalty: 5424.147461
	Iteration 16Q: 3 clusters Score -7055092 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -7055135.000000 Penalty: 5424.147461
	Iteration 17Q: 3 clusters Score -7055135 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -7055167.000000 Penalty: 5424.147461
	Iteration 18Q: 3 clusters Score -7055167 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 54085 members 
Entering Unmasked Estep 
Score: -7055174.000000 Penalty: 5424.147461
	Iteration 19Q: 3 clusters Score -7055174 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -7055182.000000 Penalty: 5424.147461
	Iteration 20F: 3 clusters Score -7055182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 54155 members 
Entering Unmasked Estep 
Score: -7055195.500000 Penalty: 5424.147461
	Iteration 21Q: 3 clusters Score -7055196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 54178 members 
Entering Unmasked Estep 
Score: -7055211.000000 Penalty: 5424.147461
	Iteration 22Q: 3 clusters Score -7055211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 54196 members 
Entering Unmasked Estep 
Score: -7055207.500000 Penalty: 5424.147461
	Iteration 23Q: 3 clusters Score -7055208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 54210 members 
Entering Unmasked Estep 
Score: -7055209.500000 Penalty: 5424.147461
	Iteration 24Q: 3 clusters Score -7055210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -7055211.000000 Penalty: 5424.147461
	Iteration 25Q: 3 clusters Score -7055211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -7055208.500000 Penalty: 5424.147461
	Iteration 26Q: 3 clusters Score -7055208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
Score: -7055209.000000 Penalty: 5424.147461
	Iteration 27Q: 3 clusters Score -7055209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 54257 members 
Entering Unmasked Estep 
Score: -7055229.000000 Penalty: 5424.147461
	Iteration 28Q: 3 clusters Score -7055229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -7055233.000000 Penalty: 5424.147461
	Iteration 29Q: 3 clusters Score -7055233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 54280 members 
Entering Unmasked Estep 
Score: -7055243.500000 Penalty: 5424.147461
	Iteration 30Q: 3 clusters Score -7055244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 54289 members 
Entering Unmasked Estep 
Score: -7055232.500000 Penalty: 5424.147461
	Iteration 31Q: 3 clusters Score -7055232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 54299 members 
Entering Unmasked Estep 
Score: -7055237.000000 Penalty: 5424.147461
	Iteration 32Q: 3 clusters Score -7055237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -7055236.500000 Penalty: 5424.147461
	Iteration 33Q: 3 clusters Score -7055236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -7055226.500000 Penalty: 5424.147461
	Iteration 34Q: 3 clusters Score -7055226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 54312 members 
Entering Unmasked Estep 
Score: -7055221.000000 Penalty: 5424.147461
	Iteration 35Q: 3 clusters Score -7055221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 54312 members 
Entering Unmasked Estep 
Score: -7055220.000000 Penalty: 5424.147461
	Iteration 36Q: 3 clusters Score -7055220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 54313 members 
Entering Unmasked Estep 
Score: -7055219.500000 Penalty: 5424.147461
	Iteration 37Q: 3 clusters Score -7055220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 54315 members 
Entering Unmasked Estep 
Score: -7055227.500000 Penalty: 5424.147461
	Iteration 38Q: 3 clusters Score -7055228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -7055227.500000 Penalty: 5424.147461
	Iteration 39Q: 3 clusters Score -7055228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 54319 members 
Entering Unmasked Estep 
Score: -7055228.000000 Penalty: 5424.147461
	Iteration 40F: 3 clusters Score -7055228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -7055227.000000 Penalty: 5424.147461
	Iteration 41Q: 3 clusters Score -7055227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -7055225.500000 Penalty: 5424.147461
	Iteration 42Q: 3 clusters Score -7055226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 54326 members 
Entering Unmasked Estep 
Score: -7055226.500000 Penalty: 5424.147461
	Iteration 43Q: 3 clusters Score -7055226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -7055222.500000 Penalty: 5424.147461
	Iteration 44Q: 3 clusters Score -7055222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 54331 members 
Entering Unmasked Estep 
Score: -7055223.500000 Penalty: 5424.147461
	Iteration 45Q: 3 clusters Score -7055224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 54332 members 
Entering Unmasked Estep 
Score: -7055225.500000 Penalty: 5424.147461
	Iteration 46Q: 3 clusters Score -7055226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 54332 members 
Entering Unmasked Estep 
Score: -7055225.500000 Penalty: 5424.147461
	Iteration 47F: 3 clusters Score -7055226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Entering Unmasked Estep 
Score: -2322424.000000 Penalty: 2437.118896
	Iteration 0F: 2 clusters Score -2322424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2309516.250000 Penalty: 4874.237793
	Iteration 0F: 3 clusters Score -2309516 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2314031.750000 Penalty: 4874.237793
	Iteration 1F: 3 clusters Score -2314032 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2314602.500000 Penalty: 4874.237793
	Iteration 2F: 3 clusters Score -2314602 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2315119.750000 Penalty: 4874.237793
	Iteration 3F: 3 clusters Score -2315120 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2315579.500000 Penalty: 4874.237793
	Iteration 4Q: 3 clusters Score -2315580 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2316013.250000 Penalty: 4874.237793
	Iteration 5Q: 3 clusters Score -2316013 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2316502.250000 Penalty: 4874.237793
	Iteration 6Q: 3 clusters Score -2316502 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2317112.250000 Penalty: 4874.237793
	Iteration 7F: 3 clusters Score -2317112 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2317852.000000 Penalty: 4874.237793
	Iteration 8F: 3 clusters Score -2317852 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2318600.000000 Penalty: 4874.237793
	Iteration 9Q: 3 clusters Score -2318600 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2319077.500000 Penalty: 4874.237793
	Iteration 10Q: 3 clusters Score -2319078 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2319345.000000 Penalty: 4874.237793
	Iteration 11Q: 3 clusters Score -2319345 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2319502.750000 Penalty: 4874.237793
	Iteration 12Q: 3 clusters Score -2319503 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2319624.500000 Penalty: 4874.237793
	Iteration 13Q: 3 clusters Score -2319624 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2319713.500000 Penalty: 4874.237793
	Iteration 14Q: 3 clusters Score -2319714 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2319772.750000 Penalty: 4874.237793
	Iteration 15Q: 3 clusters Score -2319773 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2319838.750000 Penalty: 4874.237793
	Iteration 16Q: 3 clusters Score -2319839 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2319907.000000 Penalty: 4874.237793
	Iteration 17Q: 3 clusters Score -2319907 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2319959.250000 Penalty: 4874.237793
	Iteration 18Q: 3 clusters Score -2319959 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2320006.250000 Penalty: 4874.237793
	Iteration 19Q: 3 clusters Score -2320006 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2320073.750000 Penalty: 4874.237793
	Iteration 20F: 3 clusters Score -2320074 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2320126.000000 Penalty: 4874.237793
	Iteration 21Q: 3 clusters Score -2320126 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2320176.000000 Penalty: 4874.237793
	Iteration 22Q: 3 clusters Score -2320176 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2320220.000000 Penalty: 4874.237793
	Iteration 23Q: 3 clusters Score -2320220 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2320257.250000 Penalty: 4874.237793
	Iteration 24Q: 3 clusters Score -2320257 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2320297.000000 Penalty: 4874.237793
	Iteration 25Q: 3 clusters Score -2320297 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2320340.000000 Penalty: 4874.237793
	Iteration 26Q: 3 clusters Score -2320340 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2320370.750000 Penalty: 4874.237793
	Iteration 27Q: 3 clusters Score -2320371 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2320406.250000 Penalty: 4874.237793
	Iteration 28Q: 3 clusters Score -2320406 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2320448.000000 Penalty: 4874.237793
	Iteration 29Q: 3 clusters Score -2320448 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2320469.000000 Penalty: 4874.237793
	Iteration 30Q: 3 clusters Score -2320469 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2320482.250000 Penalty: 4874.237793
	Iteration 31Q: 3 clusters Score -2320482 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2320489.500000 Penalty: 4874.237793
	Iteration 32Q: 3 clusters Score -2320490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2320506.500000 Penalty: 4874.237793
	Iteration 33Q: 3 clusters Score -2320506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2320518.000000 Penalty: 4874.237793
	Iteration 34Q: 3 clusters Score -2320518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2320521.000000 Penalty: 4874.237793
	Iteration 35Q: 3 clusters Score -2320521 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2320531.000000 Penalty: 4874.237793
	Iteration 36Q: 3 clusters Score -2320531 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2320537.000000 Penalty: 4874.237793
	Iteration 37Q: 3 clusters Score -2320537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2320541.750000 Penalty: 4874.237793
	Iteration 38Q: 3 clusters Score -2320542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2320544.500000 Penalty: 4874.237793
	Iteration 39Q: 3 clusters Score -2320544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2320550.250000 Penalty: 4874.237793
	Iteration 40F: 3 clusters Score -2320550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2320545.000000 Penalty: 4874.237793
	Iteration 41Q: 3 clusters Score -2320545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2320552.500000 Penalty: 4874.237793
	Iteration 42Q: 3 clusters Score -2320552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2320552.000000 Penalty: 4874.237793
	Iteration 43Q: 3 clusters Score -2320552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2320553.000000 Penalty: 4874.237793
	Iteration 44Q: 3 clusters Score -2320553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2320555.750000 Penalty: 4874.237793
	Iteration 45Q: 3 clusters Score -2320556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2320558.500000 Penalty: 4874.237793
	Iteration 46Q: 3 clusters Score -2320558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2320566.000000 Penalty: 4874.237793
	Iteration 47Q: 3 clusters Score -2320566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2320571.250000 Penalty: 4874.237793
	Iteration 48Q: 3 clusters Score -2320571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2320574.250000 Penalty: 4874.237793
	Iteration 49Q: 3 clusters Score -2320574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2320572.500000 Penalty: 4874.237793
	Iteration 50Q: 3 clusters Score -2320572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2320575.750000 Penalty: 4874.237793
	Iteration 51Q: 3 clusters Score -2320576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2320583.000000 Penalty: 4874.237793
	Iteration 52Q: 3 clusters Score -2320583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2320584.750000 Penalty: 4874.237793
	Iteration 53Q: 3 clusters Score -2320585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2320589.750000 Penalty: 4874.237793
	Iteration 54Q: 3 clusters Score -2320590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2320595.500000 Penalty: 4874.237793
	Iteration 55Q: 3 clusters Score -2320596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2320601.000000 Penalty: 4874.237793
	Iteration 56Q: 3 clusters Score -2320601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2320600.750000 Penalty: 4874.237793
	Iteration 57Q: 3 clusters Score -2320601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2320604.500000 Penalty: 4874.237793
	Iteration 58Q: 3 clusters Score -2320604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2320607.000000 Penalty: 4874.237793
	Iteration 59Q: 3 clusters Score -2320607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2320611.750000 Penalty: 4874.237793
	Iteration 60F: 3 clusters Score -2320612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2320616.000000 Penalty: 4874.237793
	Iteration 61Q: 3 clusters Score -2320616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2320609.000000 Penalty: 4874.237793
	Iteration 62Q: 3 clusters Score -2320609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2320617.000000 Penalty: 4874.237793
	Iteration 63Q: 3 clusters Score -2320617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2320617.000000 Penalty: 4874.237793
	Iteration 64Q: 3 clusters Score -2320617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2320617.000000 Penalty: 4874.237793
	Iteration 65Q: 3 clusters Score -2320617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2320620.750000 Penalty: 4874.237793
	Iteration 66Q: 3 clusters Score -2320621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2320620.750000 Penalty: 4874.237793
	Iteration 67Q: 3 clusters Score -2320621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2320624.750000 Penalty: 4874.237793
	Iteration 68Q: 3 clusters Score -2320625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2320629.750000 Penalty: 4874.237793
	Iteration 69Q: 3 clusters Score -2320630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2320630.250000 Penalty: 4874.237793
	Iteration 70Q: 3 clusters Score -2320630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2320628.750000 Penalty: 4874.237793
	Iteration 71Q: 3 clusters Score -2320629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2320632.500000 Penalty: 4874.237793
	Iteration 72Q: 3 clusters Score -2320632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2320637.000000 Penalty: 4874.237793
	Iteration 73Q: 3 clusters Score -2320637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2320640.250000 Penalty: 4874.237793
	Iteration 74Q: 3 clusters Score -2320640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2320641.250000 Penalty: 4874.237793
	Iteration 75Q: 3 clusters Score -2320641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2320640.500000 Penalty: 4874.237793
	Iteration 76Q: 3 clusters Score -2320640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2320643.250000 Penalty: 4874.237793
	Iteration 77Q: 3 clusters Score -2320643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2320642.500000 Penalty: 4874.237793
	Iteration 78Q: 3 clusters Score -2320642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2320644.750000 Penalty: 4874.237793
	Iteration 79Q: 3 clusters Score -2320645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2320642.000000 Penalty: 4874.237793
	Iteration 80F: 3 clusters Score -2320642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2320644.250000 Penalty: 4874.237793
	Iteration 81Q: 3 clusters Score -2320644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2320641.000000 Penalty: 4874.237793
	Iteration 82Q: 3 clusters Score -2320641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2320643.000000 Penalty: 4874.237793
	Iteration 83Q: 3 clusters Score -2320643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2320641.000000 Penalty: 4874.237793
	Iteration 84Q: 3 clusters Score -2320641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2320641.000000 Penalty: 4874.237793
	Iteration 85F: 3 clusters Score -2320641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (276194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276194 members 
Entering Unmasked Estep 
Score: -34238632.000000 Penalty: 3107.156982
	Iteration 0F: 2 clusters Score -3.423863e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137778 members 
Mstep: Class 2 contains 138416 members 
Entering Unmasked Estep 
Score: -34060116.000000 Penalty: 6214.313965
	Iteration 0F: 3 clusters Score -3.406012e+07 nChanged 133733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131093 members 
Mstep: Class 2 contains 145101 members 
Entering Unmasked Estep 
Score: -34140752.000000 Penalty: 6214.313965
	Iteration 1F: 3 clusters Score -3.414075e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126454 members 
Mstep: Class 2 contains 149740 members 
Entering Unmasked Estep 
Score: -34143088.000000 Penalty: 6214.313965
	Iteration 2Q: 3 clusters Score -3.414309e+07 nChanged 11339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119319 members 
Mstep: Class 2 contains 156875 members 
Entering Unmasked Estep 
Score: -34147044.000000 Penalty: 6214.313965
	Iteration 3Q: 3 clusters Score -3.414704e+07 nChanged 14488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108781 members 
Mstep: Class 2 contains 167413 members 
Entering Unmasked Estep 
Score: -34154252.000000 Penalty: 6214.313965
	Iteration 4F: 3 clusters Score -3.415425e+07 nChanged 18312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94045 members 
Mstep: Class 2 contains 182149 members 
Entering Unmasked Estep 
Score: -34166240.000000 Penalty: 6214.313965
	Iteration 5F: 3 clusters Score -3.416624e+07 nChanged 21485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 200342 members 
Entering Unmasked Estep 
Score: -34183700.000000 Penalty: 6214.313965
	Iteration 6F: 3 clusters Score -3.41837e+07 nChanged 21265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57357 members 
Mstep: Class 2 contains 218837 members 
Entering Unmasked Estep 
Score: -34202560.000000 Penalty: 6214.313965
	Iteration 7F: 3 clusters Score -3.420256e+07 nChanged 16469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 232860 members 
Entering Unmasked Estep 
Score: -34217804.000000 Penalty: 6214.313965
	Iteration 8F: 3 clusters Score -3.42178e+07 nChanged 10595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 241083 members 
Entering Unmasked Estep 
Score: -34226640.000000 Penalty: 6214.313965
	Iteration 9Q: 3 clusters Score -3.422664e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 246212 members 
Entering Unmasked Estep 
Score: -34231048.000000 Penalty: 6214.313965
	Iteration 10Q: 3 clusters Score -3.423105e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 250272 members 
Entering Unmasked Estep 
Score: -34233044.000000 Penalty: 6214.313965
	Iteration 11Q: 3 clusters Score -3.423304e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 253865 members 
Entering Unmasked Estep 
Score: -34234500.000000 Penalty: 6214.313965
	Iteration 12Q: 3 clusters Score -3.42345e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 257176 members 
Entering Unmasked Estep 
Score: -34235164.000000 Penalty: 6214.313965
	Iteration 13Q: 3 clusters Score -3.423516e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 260116 members 
Entering Unmasked Estep 
Score: -34236104.000000 Penalty: 6214.313965
	Iteration 14Q: 3 clusters Score -3.42361e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 262697 members 
Entering Unmasked Estep 
Score: -34236564.000000 Penalty: 6214.313965
	Iteration 15Q: 3 clusters Score -3.423656e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 264903 members 
Entering Unmasked Estep 
Score: -34236996.000000 Penalty: 6214.313965
	Iteration 16Q: 3 clusters Score -3.4237e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 266794 members 
Entering Unmasked Estep 
Score: -34237284.000000 Penalty: 6214.313965
	Iteration 17Q: 3 clusters Score -3.423728e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 268351 members 
Entering Unmasked Estep 
Score: -34237400.000000 Penalty: 6214.313965
	Iteration 18Q: 3 clusters Score -3.42374e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 269602 members 
Entering Unmasked Estep 
Score: -34237392.000000 Penalty: 6214.313965
	Iteration 19Q: 3 clusters Score -3.423739e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 270623 members 
Entering Unmasked Estep 
Score: -34237448.000000 Penalty: 6214.313965
	Iteration 20F: 3 clusters Score -3.423745e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 271411 members 
Entering Unmasked Estep 
Score: -34237224.000000 Penalty: 6214.313965
	Iteration 21Q: 3 clusters Score -3.423722e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 272059 members 
Entering Unmasked Estep 
Score: -34237324.000000 Penalty: 6214.313965
	Iteration 22Q: 3 clusters Score -3.423732e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 272540 members 
Entering Unmasked Estep 
Score: -34237452.000000 Penalty: 6214.313965
	Iteration 23Q: 3 clusters Score -3.423745e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 272915 members 
Entering Unmasked Estep 
Score: -34237360.000000 Penalty: 6214.313965
	Iteration 24Q: 3 clusters Score -3.423736e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 273215 members 
Entering Unmasked Estep 
Score: -34237352.000000 Penalty: 6214.313965
	Iteration 25Q: 3 clusters Score -3.423735e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 273456 members 
Entering Unmasked Estep 
Score: -34237288.000000 Penalty: 6214.313965
	Iteration 26Q: 3 clusters Score -3.423729e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 273634 members 
Entering Unmasked Estep 
Score: -34237212.000000 Penalty: 6214.313965
	Iteration 27Q: 3 clusters Score -3.423721e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 273773 members 
Entering Unmasked Estep 
Score: -34237188.000000 Penalty: 6214.313965
	Iteration 28Q: 3 clusters Score -3.423719e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 273908 members 
Entering Unmasked Estep 
Score: -34237188.000000 Penalty: 6214.313965
	Iteration 29Q: 3 clusters Score -3.423719e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 274016 members 
Entering Unmasked Estep 
Score: -34237208.000000 Penalty: 6214.313965
	Iteration 30Q: 3 clusters Score -3.423721e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 274096 members 
Entering Unmasked Estep 
Score: -34237172.000000 Penalty: 6214.313965
	Iteration 31Q: 3 clusters Score -3.423717e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 274166 members 
Entering Unmasked Estep 
Score: -34237168.000000 Penalty: 6214.313965
	Iteration 32Q: 3 clusters Score -3.423717e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 274226 members 
Entering Unmasked Estep 
Score: -34237132.000000 Penalty: 6214.313965
	Iteration 33Q: 3 clusters Score -3.423713e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 274285 members 
Entering Unmasked Estep 
Score: -34237156.000000 Penalty: 6214.313965
	Iteration 34Q: 3 clusters Score -3.423716e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 274335 members 
Entering Unmasked Estep 
Score: -34237144.000000 Penalty: 6214.313965
	Iteration 35Q: 3 clusters Score -3.423714e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 274371 members 
Entering Unmasked Estep 
Score: -34237128.000000 Penalty: 6214.313965
	Iteration 36Q: 3 clusters Score -3.423713e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 274404 members 
Entering Unmasked Estep 
Score: -34237160.000000 Penalty: 6214.313965
	Iteration 37Q: 3 clusters Score -3.423716e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 274425 members 
Entering Unmasked Estep 
Score: -34237156.000000 Penalty: 6214.313965
	Iteration 38Q: 3 clusters Score -3.423716e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 274448 members 
Entering Unmasked Estep 
Score: -34237168.000000 Penalty: 6214.313965
	Iteration 39Q: 3 clusters Score -3.423717e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 274463 members 
Entering Unmasked Estep 
Score: -34237164.000000 Penalty: 6214.313965
	Iteration 40F: 3 clusters Score -3.423716e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 274478 members 
Entering Unmasked Estep 
Score: -34237164.000000 Penalty: 6214.313965
	Iteration 41Q: 3 clusters Score -3.423716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 274488 members 
Entering Unmasked Estep 
Score: -34237172.000000 Penalty: 6214.313965
	Iteration 42Q: 3 clusters Score -3.423717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 274496 members 
Entering Unmasked Estep 
Score: -34237172.000000 Penalty: 6214.313965
	Iteration 43Q: 3 clusters Score -3.423717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 274502 members 
Entering Unmasked Estep 
Score: -34237184.000000 Penalty: 6214.313965
	Iteration 44Q: 3 clusters Score -3.423718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 274507 members 
Entering Unmasked Estep 
Score: -34237176.000000 Penalty: 6214.313965
	Iteration 45Q: 3 clusters Score -3.423718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 274511 members 
Entering Unmasked Estep 
Score: -34237180.000000 Penalty: 6214.313965
	Iteration 46Q: 3 clusters Score -3.423718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 274516 members 
Entering Unmasked Estep 
Score: -34237176.000000 Penalty: 6214.313965
	Iteration 47Q: 3 clusters Score -3.423718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 274522 members 
Entering Unmasked Estep 
Score: -34237176.000000 Penalty: 6214.313965
	Iteration 48Q: 3 clusters Score -3.423718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 274529 members 
Entering Unmasked Estep 
Score: -34237184.000000 Penalty: 6214.313965
	Iteration 49Q: 3 clusters Score -3.423718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 274534 members 
Entering Unmasked Estep 
Score: -34237180.000000 Penalty: 6214.313965
	Iteration 50Q: 3 clusters Score -3.423718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 274536 members 
Entering Unmasked Estep 
Score: -34237188.000000 Penalty: 6214.313965
	Iteration 51Q: 3 clusters Score -3.423719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 274538 members 
Entering Unmasked Estep 
Score: -34237192.000000 Penalty: 6214.313965
	Iteration 52Q: 3 clusters Score -3.423719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 274539 members 
Entering Unmasked Estep 
Score: -34237184.000000 Penalty: 6214.313965
	Iteration 53Q: 3 clusters Score -3.423718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 274541 members 
Entering Unmasked Estep 
Score: -34237176.000000 Penalty: 6214.313965
	Iteration 54Q: 3 clusters Score -3.423718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 274544 members 
Entering Unmasked Estep 
Score: -34237156.000000 Penalty: 6214.313965
	Iteration 55Q: 3 clusters Score -3.423716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 274545 members 
Entering Unmasked Estep 
Score: -34237160.000000 Penalty: 6214.313965
	Iteration 56Q: 3 clusters Score -3.423716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 274550 members 
Entering Unmasked Estep 
Score: -34237168.000000 Penalty: 6214.313965
	Iteration 57Q: 3 clusters Score -3.423717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 274557 members 
Entering Unmasked Estep 
Score: -34237144.000000 Penalty: 6214.313965
	Iteration 58Q: 3 clusters Score -3.423714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 274562 members 
Entering Unmasked Estep 
Score: -34237144.000000 Penalty: 6214.313965
	Iteration 59Q: 3 clusters Score -3.423714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 274565 members 
Entering Unmasked Estep 
Score: -34237156.000000 Penalty: 6214.313965
	Iteration 60F: 3 clusters Score -3.423716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 274568 members 
Entering Unmasked Estep 
Score: -34237144.000000 Penalty: 6214.313965
	Iteration 61Q: 3 clusters Score -3.423714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 274571 members 
Entering Unmasked Estep 
Score: -34237144.000000 Penalty: 6214.313965
	Iteration 62Q: 3 clusters Score -3.423714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 274572 members 
Entering Unmasked Estep 
Score: -34237152.000000 Penalty: 6214.313965
	Iteration 63Q: 3 clusters Score -3.423715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 274572 members 
Entering Unmasked Estep 
Score: -34237152.000000 Penalty: 6214.313965
	Iteration 64F: 3 clusters Score -3.423715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Entering Unmasked Estep 
Score: -1196200.000000 Penalty: 2282.497314
	Iteration 0F: 2 clusters Score -1196200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1188553.000000 Penalty: 4564.994629
	Iteration 0F: 3 clusters Score -1188553 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1190729.000000 Penalty: 4564.994629
	Iteration 1F: 3 clusters Score -1190729 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1191029.625000 Penalty: 4564.994629
	Iteration 2F: 3 clusters Score -1191030 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1191259.500000 Penalty: 4564.994629
	Iteration 3F: 3 clusters Score -1191260 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1191429.000000 Penalty: 4564.994629
	Iteration 4Q: 3 clusters Score -1191429 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1191566.375000 Penalty: 4564.994629
	Iteration 5Q: 3 clusters Score -1191566 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1191717.500000 Penalty: 4564.994629
	Iteration 6Q: 3 clusters Score -1191718 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1191858.500000 Penalty: 4564.994629
	Iteration 7Q: 3 clusters Score -1191858 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1192007.875000 Penalty: 4564.994629
	Iteration 8Q: 3 clusters Score -1192008 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1192170.125000 Penalty: 4564.994629
	Iteration 9Q: 3 clusters Score -1192170 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1192343.750000 Penalty: 4564.994629
	Iteration 10Q: 3 clusters Score -1192344 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1192518.125000 Penalty: 4564.994629
	Iteration 11Q: 3 clusters Score -1192518 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1192731.000000 Penalty: 4564.994629
	Iteration 12Q: 3 clusters Score -1192731 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1192932.625000 Penalty: 4564.994629
	Iteration 13Q: 3 clusters Score -1192933 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1193126.250000 Penalty: 4564.994629
	Iteration 14Q: 3 clusters Score -1193126 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1193299.625000 Penalty: 4564.994629
	Iteration 15Q: 3 clusters Score -1193300 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1193454.250000 Penalty: 4564.994629
	Iteration 16Q: 3 clusters Score -1193454 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1193595.500000 Penalty: 4564.994629
	Iteration 17Q: 3 clusters Score -1193596 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1193720.250000 Penalty: 4564.994629
	Iteration 18Q: 3 clusters Score -1193720 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1193812.000000 Penalty: 4564.994629
	Iteration 19Q: 3 clusters Score -1193812 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1193877.125000 Penalty: 4564.994629
	Iteration 20F: 3 clusters Score -1193877 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1193920.750000 Penalty: 4564.994629
	Iteration 21Q: 3 clusters Score -1193921 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1193957.125000 Penalty: 4564.994629
	Iteration 22Q: 3 clusters Score -1193957 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1193989.000000 Penalty: 4564.994629
	Iteration 23Q: 3 clusters Score -1193989 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1194016.000000 Penalty: 4564.994629
	Iteration 24Q: 3 clusters Score -1194016 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1194043.000000 Penalty: 4564.994629
	Iteration 25Q: 3 clusters Score -1194043 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1194064.625000 Penalty: 4564.994629
	Iteration 26Q: 3 clusters Score -1194065 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1194076.250000 Penalty: 4564.994629
	Iteration 27Q: 3 clusters Score -1194076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1194088.250000 Penalty: 4564.994629
	Iteration 28Q: 3 clusters Score -1194088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1194095.500000 Penalty: 4564.994629
	Iteration 29Q: 3 clusters Score -1194096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1194107.250000 Penalty: 4564.994629
	Iteration 30Q: 3 clusters Score -1194107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1194118.500000 Penalty: 4564.994629
	Iteration 31Q: 3 clusters Score -1194118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1194131.500000 Penalty: 4564.994629
	Iteration 32Q: 3 clusters Score -1194132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1194143.625000 Penalty: 4564.994629
	Iteration 33Q: 3 clusters Score -1194144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1194153.625000 Penalty: 4564.994629
	Iteration 34Q: 3 clusters Score -1194154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1194168.625000 Penalty: 4564.994629
	Iteration 35Q: 3 clusters Score -1194169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1194178.875000 Penalty: 4564.994629
	Iteration 36Q: 3 clusters Score -1194179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1194181.000000 Penalty: 4564.994629
	Iteration 37Q: 3 clusters Score -1194181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1194183.500000 Penalty: 4564.994629
	Iteration 38Q: 3 clusters Score -1194184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1194189.125000 Penalty: 4564.994629
	Iteration 39Q: 3 clusters Score -1194189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1194196.375000 Penalty: 4564.994629
	Iteration 40F: 3 clusters Score -1194196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1194198.375000 Penalty: 4564.994629
	Iteration 41Q: 3 clusters Score -1194198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1194205.500000 Penalty: 4564.994629
	Iteration 42Q: 3 clusters Score -1194206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1194213.750000 Penalty: 4564.994629
	Iteration 43Q: 3 clusters Score -1194214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1194220.000000 Penalty: 4564.994629
	Iteration 44Q: 3 clusters Score -1194220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1194222.500000 Penalty: 4564.994629
	Iteration 45Q: 3 clusters Score -1194222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1194226.000000 Penalty: 4564.994629
	Iteration 46Q: 3 clusters Score -1194226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1194224.625000 Penalty: 4564.994629
	Iteration 47Q: 3 clusters Score -1194225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1194225.500000 Penalty: 4564.994629
	Iteration 48Q: 3 clusters Score -1194226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1194225.500000 Penalty: 4564.994629
	Iteration 49F: 3 clusters Score -1194226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Entering Unmasked Estep 
Score: -2704249.000000 Penalty: 2481.151855
	Iteration 0F: 2 clusters Score -2704249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2688774.000000 Penalty: 4962.303711
	Iteration 0F: 3 clusters Score -2688774 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2693954.250000 Penalty: 4962.303711
	Iteration 1F: 3 clusters Score -2693954 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2694285.250000 Penalty: 4962.303711
	Iteration 2Q: 3 clusters Score -2694285 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2694574.500000 Penalty: 4962.303711
	Iteration 3Q: 3 clusters Score -2694574 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2694882.250000 Penalty: 4962.303711
	Iteration 4Q: 3 clusters Score -2694882 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2695231.250000 Penalty: 4962.303711
	Iteration 5Q: 3 clusters Score -2695231 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2695684.500000 Penalty: 4962.303711
	Iteration 6Q: 3 clusters Score -2695684 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2696259.250000 Penalty: 4962.303711
	Iteration 7Q: 3 clusters Score -2696259 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2697018.000000 Penalty: 4962.303711
	Iteration 8F: 3 clusters Score -2697018 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2697916.000000 Penalty: 4962.303711
	Iteration 9F: 3 clusters Score -2697916 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2698859.000000 Penalty: 4962.303711
	Iteration 10F: 3 clusters Score -2698859 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2699613.750000 Penalty: 4962.303711
	Iteration 11Q: 3 clusters Score -2699614 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2700267.750000 Penalty: 4962.303711
	Iteration 12Q: 3 clusters Score -2700268 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2700775.250000 Penalty: 4962.303711
	Iteration 13Q: 3 clusters Score -2700775 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2701168.000000 Penalty: 4962.303711
	Iteration 14Q: 3 clusters Score -2701168 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2701448.000000 Penalty: 4962.303711
	Iteration 15Q: 3 clusters Score -2701448 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2701637.500000 Penalty: 4962.303711
	Iteration 16Q: 3 clusters Score -2701638 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2701752.750000 Penalty: 4962.303711
	Iteration 17Q: 3 clusters Score -2701753 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2701846.500000 Penalty: 4962.303711
	Iteration 18Q: 3 clusters Score -2701846 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2701933.500000 Penalty: 4962.303711
	Iteration 19Q: 3 clusters Score -2701934 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2702003.250000 Penalty: 4962.303711
	Iteration 20F: 3 clusters Score -2702003 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2702039.250000 Penalty: 4962.303711
	Iteration 21Q: 3 clusters Score -2702039 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2702077.500000 Penalty: 4962.303711
	Iteration 22Q: 3 clusters Score -2702078 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2702117.000000 Penalty: 4962.303711
	Iteration 23Q: 3 clusters Score -2702117 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2702138.000000 Penalty: 4962.303711
	Iteration 24Q: 3 clusters Score -2702138 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2702151.750000 Penalty: 4962.303711
	Iteration 25Q: 3 clusters Score -2702152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2702166.500000 Penalty: 4962.303711
	Iteration 26Q: 3 clusters Score -2702166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2702176.750000 Penalty: 4962.303711
	Iteration 27Q: 3 clusters Score -2702177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2702186.500000 Penalty: 4962.303711
	Iteration 28Q: 3 clusters Score -2702186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2702189.500000 Penalty: 4962.303711
	Iteration 29Q: 3 clusters Score -2702190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2702195.750000 Penalty: 4962.303711
	Iteration 30Q: 3 clusters Score -2702196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2702201.000000 Penalty: 4962.303711
	Iteration 31Q: 3 clusters Score -2702201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2702205.250000 Penalty: 4962.303711
	Iteration 32Q: 3 clusters Score -2702205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2702209.000000 Penalty: 4962.303711
	Iteration 33Q: 3 clusters Score -2702209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2702211.000000 Penalty: 4962.303711
	Iteration 34Q: 3 clusters Score -2702211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2702210.500000 Penalty: 4962.303711
	Iteration 35Q: 3 clusters Score -2702210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2702215.250000 Penalty: 4962.303711
	Iteration 36Q: 3 clusters Score -2702215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2702215.250000 Penalty: 4962.303711
	Iteration 37Q: 3 clusters Score -2702215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2702216.250000 Penalty: 4962.303711
	Iteration 38Q: 3 clusters Score -2702216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2702217.000000 Penalty: 4962.303711
	Iteration 39Q: 3 clusters Score -2702217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2702215.500000 Penalty: 4962.303711
	Iteration 40F: 3 clusters Score -2702216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2702217.500000 Penalty: 4962.303711
	Iteration 41Q: 3 clusters Score -2702218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2702223.250000 Penalty: 4962.303711
	Iteration 42Q: 3 clusters Score -2702223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2702218.500000 Penalty: 4962.303711
	Iteration 43Q: 3 clusters Score -2702218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2702219.750000 Penalty: 4962.303711
	Iteration 44Q: 3 clusters Score -2702220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2702219.750000 Penalty: 4962.303711
	Iteration 45F: 3 clusters Score -2702220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Entering Unmasked Estep 
Score: -894107.187500 Penalty: 2248.169434
	Iteration 0F: 2 clusters Score -894107.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -887286.562500 Penalty: 4496.338867
	Iteration 0F: 3 clusters Score -887286.6 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -889423.937500 Penalty: 4496.338867
	Iteration 1F: 3 clusters Score -889423.9 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -889898.375000 Penalty: 4496.338867
	Iteration 2F: 3 clusters Score -889898.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -890350.625000 Penalty: 4496.338867
	Iteration 3F: 3 clusters Score -890350.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -890754.625000 Penalty: 4496.338867
	Iteration 4F: 3 clusters Score -890754.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -891196.875000 Penalty: 4496.338867
	Iteration 5F: 3 clusters Score -891196.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -891746.375000 Penalty: 4496.338867
	Iteration 6F: 3 clusters Score -891746.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -892353.562500 Penalty: 4496.338867
	Iteration 7F: 3 clusters Score -892353.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -892995.062500 Penalty: 4496.338867
	Iteration 8F: 3 clusters Score -892995.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -893550.750000 Penalty: 4496.338867
	Iteration 9F: 3 clusters Score -893550.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -894031.687500 Penalty: 4496.338867
	Iteration 10F: 3 clusters Score -894031.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -894350.937500 Penalty: 4496.338867
	Iteration 11Q: 3 clusters Score -894350.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -894490.062500 Penalty: 4496.338867
	Iteration 12Q: 3 clusters Score -894490.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -894566.187500 Penalty: 4496.338867
	Iteration 13Q: 3 clusters Score -894566.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -894606.125000 Penalty: 4496.338867
	Iteration 14Q: 3 clusters Score -894606.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -894626.500000 Penalty: 4496.338867
	Iteration 15Q: 3 clusters Score -894626.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -894642.812500 Penalty: 4496.338867
	Iteration 16Q: 3 clusters Score -894642.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -894659.687500 Penalty: 4496.338867
	Iteration 17Q: 3 clusters Score -894659.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -894667.562500 Penalty: 4496.338867
	Iteration 18Q: 3 clusters Score -894667.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -894678.625000 Penalty: 4496.338867
	Iteration 19Q: 3 clusters Score -894678.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -894680.750000 Penalty: 4496.338867
	Iteration 20F: 3 clusters Score -894680.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -894687.312500 Penalty: 4496.338867
	Iteration 21Q: 3 clusters Score -894687.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -894688.062500 Penalty: 4496.338867
	Iteration 22Q: 3 clusters Score -894688.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -894689.250000 Penalty: 4496.338867
	Iteration 23Q: 3 clusters Score -894689.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -894690.187500 Penalty: 4496.338867
	Iteration 24Q: 3 clusters Score -894690.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -894689.500000 Penalty: 4496.338867
	Iteration 25Q: 3 clusters Score -894689.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -894694.250000 Penalty: 4496.338867
	Iteration 26Q: 3 clusters Score -894694.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -894694.250000 Penalty: 4496.338867
	Iteration 27Q: 3 clusters Score -894694.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -894694.625000 Penalty: 4496.338867
	Iteration 28Q: 3 clusters Score -894694.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -894695.687500 Penalty: 4496.338867
	Iteration 29Q: 3 clusters Score -894695.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -894695.687500 Penalty: 4496.338867
	Iteration 30Q: 3 clusters Score -894695.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -894695.062500 Penalty: 4496.338867
	Iteration 31Q: 3 clusters Score -894695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -894695.500000 Penalty: 4496.338867
	Iteration 32Q: 3 clusters Score -894695.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -894695.500000 Penalty: 4496.338867
	Iteration 33F: 3 clusters Score -894695.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287373 members 
Mstep: Class 2 contains 56150 members 
Mstep: Class 3 contains 18529 members 
Mstep: Class 4 contains 276194 members 
Mstep: Class 5 contains 9933 members 
Mstep: Class 6 contains 22129 members 
Mstep: Class 7 contains 5224 members 
Mstep: Class 8 contains 106009 members 
Mstep: Class 9 contains 31938 members 
Mstep: Class 10 contains 77024 members 
Mstep: Class 11 contains 20692 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22271 members 
Mstep: Class 14 contains 25037 members 
Mstep: Class 15 contains 167392 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12331 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 14358 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10161 members 
Mstep: Class 24 contains 8594 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83190 members 
Mstep: Class 27 contains 385 members 
Mstep: Class 28 contains 3425 members 
Entering Unmasked Estep 
Score: -154625344.000000 Penalty: 97617.203125
Splitting cluster 7 changes total score from -154625904.000000 to -154625344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (106009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106009 members 
Entering Unmasked Estep 
Score: -13324891.000000 Penalty: 2869.677246
	Iteration 0F: 2 clusters Score -1.332489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53050 members 
Mstep: Class 2 contains 52959 members 
Entering Unmasked Estep 
Score: -13254016.000000 Penalty: 5739.354492
	Iteration 0F: 3 clusters Score -1.325402e+07 nChanged 50118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53920 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -13282660.000000 Penalty: 5739.354492
	Iteration 1F: 3 clusters Score -1.328266e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -13283202.000000 Penalty: 5739.354492
	Iteration 2Q: 3 clusters Score -1.32832e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -13283753.000000 Penalty: 5739.354492
	Iteration 3Q: 3 clusters Score -1.328375e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57743 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -13284454.000000 Penalty: 5739.354492
	Iteration 4Q: 3 clusters Score -1.328445e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -13285460.000000 Penalty: 5739.354492
	Iteration 5Q: 3 clusters Score -1.328546e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64322 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -13287276.000000 Penalty: 5739.354492
	Iteration 6Q: 3 clusters Score -1.328728e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69940 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -13290374.000000 Penalty: 5739.354492
	Iteration 7F: 3 clusters Score -1.329037e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77421 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -13295830.000000 Penalty: 5739.354492
	Iteration 8F: 3 clusters Score -1.329583e+07 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86336 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -13303676.000000 Penalty: 5739.354492
	Iteration 9F: 3 clusters Score -1.330368e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94755 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -13312041.000000 Penalty: 5739.354492
	Iteration 10F: 3 clusters Score -1.331204e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100571 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -13317751.000000 Penalty: 5739.354492
	Iteration 11F: 3 clusters Score -1.331775e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103570 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -13320554.000000 Penalty: 5739.354492
	Iteration 12Q: 3 clusters Score -1.332055e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104775 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -13321640.000000 Penalty: 5739.354492
	Iteration 13Q: 3 clusters Score -1.332164e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105247 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -13322085.000000 Penalty: 5739.354492
	Iteration 14Q: 3 clusters Score -1.332208e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105407 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -13322294.000000 Penalty: 5739.354492
	Iteration 15Q: 3 clusters Score -1.332229e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105476 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -13322411.000000 Penalty: 5739.354492
	Iteration 16Q: 3 clusters Score -1.332241e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105512 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -13322456.000000 Penalty: 5739.354492
	Iteration 17Q: 3 clusters Score -1.332246e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105536 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -13322544.000000 Penalty: 5739.354492
	Iteration 18Q: 3 clusters Score -1.332254e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105545 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -13322613.000000 Penalty: 5739.354492
	Iteration 19Q: 3 clusters Score -1.332261e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105550 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -13322630.000000 Penalty: 5739.354492
	Iteration 20F: 3 clusters Score -1.332263e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105557 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -13322647.000000 Penalty: 5739.354492
	Iteration 21Q: 3 clusters Score -1.332265e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105562 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -13322666.000000 Penalty: 5739.354492
	Iteration 22Q: 3 clusters Score -1.332267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105564 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -13322665.000000 Penalty: 5739.354492
	Iteration 23Q: 3 clusters Score -1.332266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105563 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -13322684.000000 Penalty: 5739.354492
	Iteration 24Q: 3 clusters Score -1.332268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105568 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -13322695.000000 Penalty: 5739.354492
	Iteration 25Q: 3 clusters Score -1.33227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105573 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -13322697.000000 Penalty: 5739.354492
	Iteration 26Q: 3 clusters Score -1.33227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105576 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -13322698.000000 Penalty: 5739.354492
	Iteration 27Q: 3 clusters Score -1.33227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105578 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -13322693.000000 Penalty: 5739.354492
	Iteration 28Q: 3 clusters Score -1.332269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105581 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -13322704.000000 Penalty: 5739.354492
	Iteration 29Q: 3 clusters Score -1.33227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105579 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -13322700.000000 Penalty: 5739.354492
	Iteration 30Q: 3 clusters Score -1.33227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105578 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -13322708.000000 Penalty: 5739.354492
	Iteration 31Q: 3 clusters Score -1.332271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105576 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -13322709.000000 Penalty: 5739.354492
	Iteration 32Q: 3 clusters Score -1.332271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105575 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -13322713.000000 Penalty: 5739.354492
	Iteration 33Q: 3 clusters Score -1.332271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105571 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -13322720.000000 Penalty: 5739.354492
	Iteration 34Q: 3 clusters Score -1.332272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105571 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -13322720.000000 Penalty: 5739.354492
	Iteration 35F: 3 clusters Score -1.332272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Entering Unmasked Estep 
Score: -3624390.250000 Penalty: 2572.144775
	Iteration 0F: 2 clusters Score -3624390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -3602689.000000 Penalty: 5144.289551
	Iteration 0F: 3 clusters Score -3602689 nChanged 14298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -3610527.750000 Penalty: 5144.289551
	Iteration 1F: 3 clusters Score -3610528 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -3611206.250000 Penalty: 5144.289551
	Iteration 2F: 3 clusters Score -3611206 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -3611967.000000 Penalty: 5144.289551
	Iteration 3Q: 3 clusters Score -3611967 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -3612874.750000 Penalty: 5144.289551
	Iteration 4F: 3 clusters Score -3612875 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -3613973.750000 Penalty: 5144.289551
	Iteration 5F: 3 clusters Score -3613974 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -3615387.500000 Penalty: 5144.289551
	Iteration 6F: 3 clusters Score -3615388 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3617082.750000 Penalty: 5144.289551
	Iteration 7F: 3 clusters Score -3617083 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3618913.500000 Penalty: 5144.289551
	Iteration 8F: 3 clusters Score -3618914 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3620380.250000 Penalty: 5144.289551
	Iteration 9F: 3 clusters Score -3620380 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3621292.750000 Penalty: 5144.289551
	Iteration 10Q: 3 clusters Score -3621293 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3621731.250000 Penalty: 5144.289551
	Iteration 11Q: 3 clusters Score -3621731 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3621925.000000 Penalty: 5144.289551
	Iteration 12Q: 3 clusters Score -3621925 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3622045.500000 Penalty: 5144.289551
	Iteration 13Q: 3 clusters Score -3622046 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3622098.500000 Penalty: 5144.289551
	Iteration 14Q: 3 clusters Score -3622098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3622136.250000 Penalty: 5144.289551
	Iteration 15Q: 3 clusters Score -3622136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3622163.250000 Penalty: 5144.289551
	Iteration 16Q: 3 clusters Score -3622163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3622183.000000 Penalty: 5144.289551
	Iteration 17Q: 3 clusters Score -3622183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3622199.250000 Penalty: 5144.289551
	Iteration 18Q: 3 clusters Score -3622199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3622209.750000 Penalty: 5144.289551
	Iteration 19Q: 3 clusters Score -3622210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3622228.000000 Penalty: 5144.289551
	Iteration 20F: 3 clusters Score -3622228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3622242.500000 Penalty: 5144.289551
	Iteration 21Q: 3 clusters Score -3622242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3622247.500000 Penalty: 5144.289551
	Iteration 22Q: 3 clusters Score -3622248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3622255.500000 Penalty: 5144.289551
	Iteration 23Q: 3 clusters Score -3622256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3622254.250000 Penalty: 5144.289551
	Iteration 24Q: 3 clusters Score -3622254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3622253.250000 Penalty: 5144.289551
	Iteration 25Q: 3 clusters Score -3622253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3622253.250000 Penalty: 5144.289551
	Iteration 26F: 3 clusters Score -3622253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (77024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77024 members 
Entering Unmasked Estep 
Score: -9317114.000000 Penalty: 2790.464355
	Iteration 0F: 2 clusters Score -9317114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -9265650.000000 Penalty: 5580.928711
	Iteration 0F: 3 clusters Score -9265650 nChanged 36069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -9286011.000000 Penalty: 5580.928711
	Iteration 1F: 3 clusters Score -9286011 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -9286589.000000 Penalty: 5580.928711
	Iteration 2Q: 3 clusters Score -9286589 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -9287270.000000 Penalty: 5580.928711
	Iteration 3Q: 3 clusters Score -9287270 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -9288159.000000 Penalty: 5580.928711
	Iteration 4Q: 3 clusters Score -9288159 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -9289402.000000 Penalty: 5580.928711
	Iteration 5Q: 3 clusters Score -9289402 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -9291420.000000 Penalty: 5580.928711
	Iteration 6F: 3 clusters Score -9291420 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 55010 members 
Entering Unmasked Estep 
Score: -9294998.000000 Penalty: 5580.928711
	Iteration 7F: 3 clusters Score -9294998 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 61165 members 
Entering Unmasked Estep 
Score: -9300003.000000 Penalty: 5580.928711
	Iteration 8F: 3 clusters Score -9300003 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 67318 members 
Entering Unmasked Estep 
Score: -9305585.000000 Penalty: 5580.928711
	Iteration 9F: 3 clusters Score -9305585 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 72046 members 
Entering Unmasked Estep 
Score: -9310200.000000 Penalty: 5580.928711
	Iteration 10F: 3 clusters Score -9310200 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 74737 members 
Entering Unmasked Estep 
Score: -9312771.000000 Penalty: 5580.928711
	Iteration 11Q: 3 clusters Score -9312771 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 75952 members 
Entering Unmasked Estep 
Score: -9313872.000000 Penalty: 5580.928711
	Iteration 12Q: 3 clusters Score -9313872 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 76414 members 
Entering Unmasked Estep 
Score: -9314259.000000 Penalty: 5580.928711
	Iteration 13Q: 3 clusters Score -9314259 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 76595 members 
Entering Unmasked Estep 
Score: -9314442.000000 Penalty: 5580.928711
	Iteration 14Q: 3 clusters Score -9314442 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 76673 members 
Entering Unmasked Estep 
Score: -9314522.000000 Penalty: 5580.928711
	Iteration 15Q: 3 clusters Score -9314522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 76709 members 
Entering Unmasked Estep 
Score: -9314583.000000 Penalty: 5580.928711
	Iteration 16Q: 3 clusters Score -9314583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 76720 members 
Entering Unmasked Estep 
Score: -9314616.000000 Penalty: 5580.928711
	Iteration 17Q: 3 clusters Score -9314616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 76727 members 
Entering Unmasked Estep 
Score: -9314623.000000 Penalty: 5580.928711
	Iteration 18Q: 3 clusters Score -9314623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 76734 members 
Entering Unmasked Estep 
Score: -9314625.000000 Penalty: 5580.928711
	Iteration 19Q: 3 clusters Score -9314625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 76736 members 
Entering Unmasked Estep 
Score: -9314634.000000 Penalty: 5580.928711
	Iteration 20F: 3 clusters Score -9314634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 76737 members 
Entering Unmasked Estep 
Score: -9314637.000000 Penalty: 5580.928711
	Iteration 21Q: 3 clusters Score -9314637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 76738 members 
Entering Unmasked Estep 
Score: -9314642.000000 Penalty: 5580.928711
	Iteration 22Q: 3 clusters Score -9314642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 76739 members 
Entering Unmasked Estep 
Score: -9314638.000000 Penalty: 5580.928711
	Iteration 23Q: 3 clusters Score -9314638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 76741 members 
Entering Unmasked Estep 
Score: -9314632.000000 Penalty: 5580.928711
	Iteration 24Q: 3 clusters Score -9314632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 76743 members 
Entering Unmasked Estep 
Score: -9314636.000000 Penalty: 5580.928711
	Iteration 25Q: 3 clusters Score -9314636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 76744 members 
Entering Unmasked Estep 
Score: -9314642.000000 Penalty: 5580.928711
	Iteration 26Q: 3 clusters Score -9314642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 76744 members 
Entering Unmasked Estep 
Score: -9314642.000000 Penalty: 5580.928711
	Iteration 27F: 3 clusters Score -9314642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Entering Unmasked Estep 
Score: -2592729.750000 Penalty: 2464.500732
	Iteration 0F: 2 clusters Score -2592730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2578259.250000 Penalty: 4929.001465
	Iteration 0F: 3 clusters Score -2578259 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2583281.250000 Penalty: 4929.001465
	Iteration 1F: 3 clusters Score -2583281 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2583799.250000 Penalty: 4929.001465
	Iteration 2F: 3 clusters Score -2583799 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2584329.750000 Penalty: 4929.001465
	Iteration 3F: 3 clusters Score -2584330 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2584887.000000 Penalty: 4929.001465
	Iteration 4F: 3 clusters Score -2584887 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2585560.000000 Penalty: 4929.001465
	Iteration 5F: 3 clusters Score -2585560 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2586315.000000 Penalty: 4929.001465
	Iteration 6F: 3 clusters Score -2586315 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2587119.250000 Penalty: 4929.001465
	Iteration 7F: 3 clusters Score -2587119 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2587906.500000 Penalty: 4929.001465
	Iteration 8F: 3 clusters Score -2587906 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2588560.500000 Penalty: 4929.001465
	Iteration 9Q: 3 clusters Score -2588560 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2589034.500000 Penalty: 4929.001465
	Iteration 10Q: 3 clusters Score -2589034 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2589354.500000 Penalty: 4929.001465
	Iteration 11Q: 3 clusters Score -2589354 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2589546.500000 Penalty: 4929.001465
	Iteration 12Q: 3 clusters Score -2589546 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2589700.250000 Penalty: 4929.001465
	Iteration 13Q: 3 clusters Score -2589700 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2589827.250000 Penalty: 4929.001465
	Iteration 14Q: 3 clusters Score -2589827 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2589946.000000 Penalty: 4929.001465
	Iteration 15Q: 3 clusters Score -2589946 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2590055.750000 Penalty: 4929.001465
	Iteration 16Q: 3 clusters Score -2590056 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2590156.000000 Penalty: 4929.001465
	Iteration 17Q: 3 clusters Score -2590156 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2590234.750000 Penalty: 4929.001465
	Iteration 18Q: 3 clusters Score -2590235 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2590298.500000 Penalty: 4929.001465
	Iteration 19Q: 3 clusters Score -2590298 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2590343.750000 Penalty: 4929.001465
	Iteration 20F: 3 clusters Score -2590344 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2590403.250000 Penalty: 4929.001465
	Iteration 21Q: 3 clusters Score -2590403 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2590463.250000 Penalty: 4929.001465
	Iteration 22Q: 3 clusters Score -2590463 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2590512.750000 Penalty: 4929.001465
	Iteration 23Q: 3 clusters Score -2590513 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2590558.000000 Penalty: 4929.001465
	Iteration 24Q: 3 clusters Score -2590558 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2590590.000000 Penalty: 4929.001465
	Iteration 25Q: 3 clusters Score -2590590 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2590628.750000 Penalty: 4929.001465
	Iteration 26Q: 3 clusters Score -2590629 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2590668.000000 Penalty: 4929.001465
	Iteration 27Q: 3 clusters Score -2590668 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2590696.000000 Penalty: 4929.001465
	Iteration 28Q: 3 clusters Score -2590696 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2590739.500000 Penalty: 4929.001465
	Iteration 29Q: 3 clusters Score -2590740 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2590766.500000 Penalty: 4929.001465
	Iteration 30Q: 3 clusters Score -2590766 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2590792.000000 Penalty: 4929.001465
	Iteration 31Q: 3 clusters Score -2590792 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2590817.500000 Penalty: 4929.001465
	Iteration 32Q: 3 clusters Score -2590818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2590837.500000 Penalty: 4929.001465
	Iteration 33Q: 3 clusters Score -2590838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2590850.500000 Penalty: 4929.001465
	Iteration 34Q: 3 clusters Score -2590850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2590865.750000 Penalty: 4929.001465
	Iteration 35Q: 3 clusters Score -2590866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2590870.500000 Penalty: 4929.001465
	Iteration 36Q: 3 clusters Score -2590870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2590884.750000 Penalty: 4929.001465
	Iteration 37Q: 3 clusters Score -2590885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2590884.500000 Penalty: 4929.001465
	Iteration 38Q: 3 clusters Score -2590884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2590890.750000 Penalty: 4929.001465
	Iteration 39Q: 3 clusters Score -2590891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2590895.000000 Penalty: 4929.001465
	Iteration 40F: 3 clusters Score -2590895 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2590904.250000 Penalty: 4929.001465
	Iteration 41Q: 3 clusters Score -2590904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2590910.500000 Penalty: 4929.001465
	Iteration 42Q: 3 clusters Score -2590910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2590911.500000 Penalty: 4929.001465
	Iteration 43Q: 3 clusters Score -2590912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2590915.500000 Penalty: 4929.001465
	Iteration 44Q: 3 clusters Score -2590916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2590919.500000 Penalty: 4929.001465
	Iteration 45Q: 3 clusters Score -2590920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2590918.250000 Penalty: 4929.001465
	Iteration 46Q: 3 clusters Score -2590918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2590917.000000 Penalty: 4929.001465
	Iteration 47Q: 3 clusters Score -2590917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2590920.500000 Penalty: 4929.001465
	Iteration 48Q: 3 clusters Score -2590920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2590928.000000 Penalty: 4929.001465
	Iteration 49Q: 3 clusters Score -2590928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2590934.000000 Penalty: 4929.001465
	Iteration 50Q: 3 clusters Score -2590934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2590933.750000 Penalty: 4929.001465
	Iteration 51Q: 3 clusters Score -2590934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2590935.500000 Penalty: 4929.001465
	Iteration 52Q: 3 clusters Score -2590936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2590936.500000 Penalty: 4929.001465
	Iteration 53Q: 3 clusters Score -2590936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2590939.250000 Penalty: 4929.001465
	Iteration 54Q: 3 clusters Score -2590939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2590942.250000 Penalty: 4929.001465
	Iteration 55Q: 3 clusters Score -2590942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2590946.000000 Penalty: 4929.001465
	Iteration 56Q: 3 clusters Score -2590946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2590946.500000 Penalty: 4929.001465
	Iteration 57Q: 3 clusters Score -2590946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2590951.250000 Penalty: 4929.001465
	Iteration 58Q: 3 clusters Score -2590951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2590949.000000 Penalty: 4929.001465
	Iteration 59Q: 3 clusters Score -2590949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2590953.500000 Penalty: 4929.001465
	Iteration 60F: 3 clusters Score -2590954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2590953.000000 Penalty: 4929.001465
	Iteration 61Q: 3 clusters Score -2590953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2590958.250000 Penalty: 4929.001465
	Iteration 62Q: 3 clusters Score -2590958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2590964.250000 Penalty: 4929.001465
	Iteration 63Q: 3 clusters Score -2590964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2590961.250000 Penalty: 4929.001465
	Iteration 64Q: 3 clusters Score -2590961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2590963.750000 Penalty: 4929.001465
	Iteration 65Q: 3 clusters Score -2590964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2590966.250000 Penalty: 4929.001465
	Iteration 66Q: 3 clusters Score -2590966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2590966.250000 Penalty: 4929.001465
	Iteration 67F: 3 clusters Score -2590966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Entering Unmasked Estep 
Score: -491469.718750 Penalty: 2067.899658
	Iteration 0F: 2 clusters Score -491469.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -487475.281250 Penalty: 4135.799316
	Iteration 0F: 3 clusters Score -487475.3 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -488376.062500 Penalty: 4135.799316
	Iteration 1F: 3 clusters Score -488376.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -488560.687500 Penalty: 4135.799316
	Iteration 2F: 3 clusters Score -488560.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -488697.562500 Penalty: 4135.799316
	Iteration 3Q: 3 clusters Score -488697.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -488804.750000 Penalty: 4135.799316
	Iteration 4Q: 3 clusters Score -488804.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -488882.812500 Penalty: 4135.799316
	Iteration 5Q: 3 clusters Score -488882.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -488960.875000 Penalty: 4135.799316
	Iteration 6Q: 3 clusters Score -488960.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -489024.000000 Penalty: 4135.799316
	Iteration 7Q: 3 clusters Score -489024 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -489085.125000 Penalty: 4135.799316
	Iteration 8Q: 3 clusters Score -489085.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -489144.468750 Penalty: 4135.799316
	Iteration 9Q: 3 clusters Score -489144.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -489199.156250 Penalty: 4135.799316
	Iteration 10Q: 3 clusters Score -489199.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -489241.375000 Penalty: 4135.799316
	Iteration 11Q: 3 clusters Score -489241.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -489278.312500 Penalty: 4135.799316
	Iteration 12Q: 3 clusters Score -489278.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -489307.750000 Penalty: 4135.799316
	Iteration 13Q: 3 clusters Score -489307.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -489327.281250 Penalty: 4135.799316
	Iteration 14Q: 3 clusters Score -489327.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -489346.625000 Penalty: 4135.799316
	Iteration 15Q: 3 clusters Score -489346.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -489362.812500 Penalty: 4135.799316
	Iteration 16Q: 3 clusters Score -489362.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -489376.562500 Penalty: 4135.799316
	Iteration 17Q: 3 clusters Score -489376.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -489387.000000 Penalty: 4135.799316
	Iteration 18Q: 3 clusters Score -489387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -489396.187500 Penalty: 4135.799316
	Iteration 19Q: 3 clusters Score -489396.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -489404.312500 Penalty: 4135.799316
	Iteration 20F: 3 clusters Score -489404.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -489408.156250 Penalty: 4135.799316
	Iteration 21Q: 3 clusters Score -489408.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -489415.062500 Penalty: 4135.799316
	Iteration 22Q: 3 clusters Score -489415.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -489424.750000 Penalty: 4135.799316
	Iteration 23Q: 3 clusters Score -489424.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -489432.062500 Penalty: 4135.799316
	Iteration 24Q: 3 clusters Score -489432.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -489439.437500 Penalty: 4135.799316
	Iteration 25Q: 3 clusters Score -489439.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -489446.000000 Penalty: 4135.799316
	Iteration 26Q: 3 clusters Score -489446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -489453.437500 Penalty: 4135.799316
	Iteration 27Q: 3 clusters Score -489453.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -489458.437500 Penalty: 4135.799316
	Iteration 28Q: 3 clusters Score -489458.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -489461.656250 Penalty: 4135.799316
	Iteration 29Q: 3 clusters Score -489461.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -489467.718750 Penalty: 4135.799316
	Iteration 30Q: 3 clusters Score -489467.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -489471.468750 Penalty: 4135.799316
	Iteration 31Q: 3 clusters Score -489471.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -489474.218750 Penalty: 4135.799316
	Iteration 32Q: 3 clusters Score -489474.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -489475.812500 Penalty: 4135.799316
	Iteration 33Q: 3 clusters Score -489475.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -489477.093750 Penalty: 4135.799316
	Iteration 34Q: 3 clusters Score -489477.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -489478.812500 Penalty: 4135.799316
	Iteration 35Q: 3 clusters Score -489478.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -489480.312500 Penalty: 4135.799316
	Iteration 36Q: 3 clusters Score -489480.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -489482.593750 Penalty: 4135.799316
	Iteration 37Q: 3 clusters Score -489482.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -489484.343750 Penalty: 4135.799316
	Iteration 38Q: 3 clusters Score -489484.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -489486.593750 Penalty: 4135.799316
	Iteration 39Q: 3 clusters Score -489486.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -489489.468750 Penalty: 4135.799316
	Iteration 40F: 3 clusters Score -489489.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -489489.218750 Penalty: 4135.799316
	Iteration 41Q: 3 clusters Score -489489.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -489488.843750 Penalty: 4135.799316
	Iteration 42Q: 3 clusters Score -489488.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -489489.000000 Penalty: 4135.799316
	Iteration 43Q: 3 clusters Score -489489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -489489.000000 Penalty: 4135.799316
	Iteration 44F: 3 clusters Score -489489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Entering Unmasked Estep 
Score: -2743382.500000 Penalty: 2482.738037
	Iteration 0F: 2 clusters Score -2743382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2727865.750000 Penalty: 4965.476074
	Iteration 0F: 3 clusters Score -2727866 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2733073.000000 Penalty: 4965.476074
	Iteration 1F: 3 clusters Score -2733073 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2733452.500000 Penalty: 4965.476074
	Iteration 2Q: 3 clusters Score -2733452 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2733771.250000 Penalty: 4965.476074
	Iteration 3Q: 3 clusters Score -2733771 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2734038.250000 Penalty: 4965.476074
	Iteration 4Q: 3 clusters Score -2734038 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2734270.750000 Penalty: 4965.476074
	Iteration 5Q: 3 clusters Score -2734271 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2734503.250000 Penalty: 4965.476074
	Iteration 6Q: 3 clusters Score -2734503 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2734741.000000 Penalty: 4965.476074
	Iteration 7Q: 3 clusters Score -2734741 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2734964.000000 Penalty: 4965.476074
	Iteration 8Q: 3 clusters Score -2734964 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2735206.250000 Penalty: 4965.476074
	Iteration 9Q: 3 clusters Score -2735206 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2735515.250000 Penalty: 4965.476074
	Iteration 10Q: 3 clusters Score -2735515 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2735851.500000 Penalty: 4965.476074
	Iteration 11Q: 3 clusters Score -2735852 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2736259.750000 Penalty: 4965.476074
	Iteration 12Q: 3 clusters Score -2736260 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2736736.750000 Penalty: 4965.476074
	Iteration 13Q: 3 clusters Score -2736737 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2737272.500000 Penalty: 4965.476074
	Iteration 14Q: 3 clusters Score -2737272 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2737744.500000 Penalty: 4965.476074
	Iteration 15Q: 3 clusters Score -2737744 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2738042.500000 Penalty: 4965.476074
	Iteration 16Q: 3 clusters Score -2738042 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2738222.000000 Penalty: 4965.476074
	Iteration 17Q: 3 clusters Score -2738222 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2738309.000000 Penalty: 4965.476074
	Iteration 18Q: 3 clusters Score -2738309 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2738359.500000 Penalty: 4965.476074
	Iteration 19Q: 3 clusters Score -2738360 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2738401.750000 Penalty: 4965.476074
	Iteration 20F: 3 clusters Score -2738402 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2738429.500000 Penalty: 4965.476074
	Iteration 21Q: 3 clusters Score -2738430 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2738458 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2738500 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2738546.500000 Penalty: 4965.476074
	Iteration 24Q: 3 clusters Score -2738546 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2738550.250000 Penalty: 4965.476074
	Iteration 25Q: 3 clusters Score -2738550 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2738594 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2738634.000000 Penalty: 4965.476074
	Iteration 27Q: 3 clusters Score -2738634 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2738679.500000 Penalty: 4965.476074
	Iteration 28Q: 3 clusters Score -2738680 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2738709.750000 Penalty: 4965.476074
	Iteration 29Q: 3 clusters Score -2738710 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2738747 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2738778 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2738807.250000 Penalty: 4965.476074
	Iteration 32Q: 3 clusters Score -2738807 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2738837.250000 Penalty: 4965.476074
	Iteration 33Q: 3 clusters Score -2738837 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2738866.500000 Penalty: 4965.476074
	Iteration 34Q: 3 clusters Score -2738866 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2738901.000000 Penalty: 4965.476074
	Iteration 35Q: 3 clusters Score -2738901 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2738942.750000 Penalty: 4965.476074
	Iteration 36Q: 3 clusters Score -2738943 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2738963.250000 Penalty: 4965.476074
	Iteration 37Q: 3 clusters Score -2738963 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2738980 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2739005.000000 Penalty: 4965.476074
	Iteration 39Q: 3 clusters Score -2739005 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2739031.000000 Penalty: 4965.476074
	Iteration 40F: 3 clusters Score -2739031 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2739066 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2739077.500000 Penalty: 4965.476074
	Iteration 42Q: 3 clusters Score -2739078 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2739099.750000 Penalty: 4965.476074
	Iteration 43Q: 3 clusters Score -2739100 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2739137.250000 Penalty: 4965.476074
	Iteration 44Q: 3 clusters Score -2739137 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2739176.500000 Penalty: 4965.476074
	Iteration 45Q: 3 clusters Score -2739176 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2739220.500000 Penalty: 4965.476074
	Iteration 46Q: 3 clusters Score -2739220 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2739254.000000 Penalty: 4965.476074
	Iteration 47Q: 3 clusters Score -2739254 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2739307.750000 Penalty: 4965.476074
	Iteration 48Q: 3 clusters Score -2739308 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2739352.750000 Penalty: 4965.476074
	Iteration 49Q: 3 clusters Score -2739353 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2739400.250000 Penalty: 4965.476074
	Iteration 50Q: 3 clusters Score -2739400 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2739462.500000 Penalty: 4965.476074
	Iteration 51Q: 3 clusters Score -2739462 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2739527.250000 Penalty: 4965.476074
	Iteration 52Q: 3 clusters Score -2739527 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2739582 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2739651.750000 Penalty: 4965.476074
	Iteration 54Q: 3 clusters Score -2739652 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2739708.250000 Penalty: 4965.476074
	Iteration 55Q: 3 clusters Score -2739708 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2739765 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2739823.500000 Penalty: 4965.476074
	Iteration 57Q: 3 clusters Score -2739824 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2739893.500000 Penalty: 4965.476074
	Iteration 58Q: 3 clusters Score -2739894 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2739951.250000 Penalty: 4965.476074
	Iteration 59Q: 3 clusters Score -2739951 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2740011.250000 Penalty: 4965.476074
	Iteration 60F: 3 clusters Score -2740011 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2740045.500000 Penalty: 4965.476074
	Iteration 61Q: 3 clusters Score -2740046 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2740081 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2740126 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2740169 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2740205.500000 Penalty: 4965.476074
	Iteration 65Q: 3 clusters Score -2740206 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2740238.750000 Penalty: 4965.476074
	Iteration 66Q: 3 clusters Score -2740239 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2740257.250000 Penalty: 4965.476074
	Iteration 67Q: 3 clusters Score -2740257 nChanged 115
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Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2740303.250000 Penalty: 4965.476074
	Iteration 68Q: 3 clusters Score -2740303 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2740329.500000 Penalty: 4965.476074
	Iteration 69Q: 3 clusters Score -2740330 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2740347 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2740373 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2740411 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2740431 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2740462 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2740486 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2740495 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2740515 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2740521.500000 Penalty: 4965.476074
	Iteration 78Q: 3 clusters Score -2740522 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2740537 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2740552.000000 Penalty: 4965.476074
	Iteration 80F: 3 clusters Score -2740552 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2740559.750000 Penalty: 4965.476074
	Iteration 81Q: 3 clusters Score -2740560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2740563.000000 Penalty: 4965.476074
	Iteration 82Q: 3 clusters Score -2740563 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2740583.000000 Penalty: 4965.476074
	Iteration 83Q: 3 clusters Score -2740583 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2740591.250000 Penalty: 4965.476074
	Iteration 84Q: 3 clusters Score -2740591 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2740611 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -2740613.750000 Penalty: 4965.476074
	Iteration 86Q: 3 clusters Score -2740614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2740618.250000 Penalty: 4965.476074
	Iteration 87Q: 3 clusters Score -2740618 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2740637.000000 Penalty: 4965.476074
	Iteration 88Q: 3 clusters Score -2740637 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2740651 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2740670.750000 Penalty: 4965.476074
	Iteration 90Q: 3 clusters Score -2740671 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2740684.500000 Penalty: 4965.476074
	Iteration 91Q: 3 clusters Score -2740684 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2740705.000000 Penalty: 4965.476074
	Iteration 92Q: 3 clusters Score -2740705 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2740710 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2740729.250000 Penalty: 4965.476074
	Iteration 94Q: 3 clusters Score -2740729 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
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Entering Unmasked Estep 
Score: -2740741.250000 Penalty: 4965.476074
	Iteration 95Q: 3 clusters Score -2740741 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2740755.500000 Penalty: 4965.476074
	Iteration 96Q: 3 clusters Score -2740756 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -2740769.250000 Penalty: 4965.476074
	Iteration 97Q: 3 clusters Score -2740769 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2740776.250000 Penalty: 4965.476074
	Iteration 98Q: 3 clusters Score -2740776 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2740787.250000 Penalty: 4965.476074
	Iteration 99Q: 3 clusters Score -2740787 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -2740805.000000 Penalty: 4965.476074
	Iteration 100F: 3 clusters Score -2740805 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2740813.000000 Penalty: 4965.476074
	Iteration 101Q: 3 clusters Score -2740813 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2740825.500000 Penalty: 4965.476074
	Iteration 102Q: 3 clusters Score -2740826 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2740828.750000 Penalty: 4965.476074
	Iteration 103Q: 3 clusters Score -2740829 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2740836 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2043 members 
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Entering Unmasked Estep 
Score: -2740840.750000 Penalty: 4965.476074
	Iteration 105Q: 3 clusters Score -2740841 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2740839.500000 Penalty: 4965.476074
	Iteration 106Q: 3 clusters Score -2740840 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -2740846.500000 Penalty: 4965.476074
	Iteration 107Q: 3 clusters Score -2740846 nChanged 15
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Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2740845.000000 Penalty: 4965.476074
	Iteration 108Q: 3 clusters Score -2740845 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2740852.500000 Penalty: 4965.476074
	Iteration 109Q: 3 clusters Score -2740852 nChanged 11
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Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2740859.000000 Penalty: 4965.476074
	Iteration 110Q: 3 clusters Score -2740859 nChanged 13
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Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2740860.000000 Penalty: 4965.476074
	Iteration 111Q: 3 clusters Score -2740860 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -2740865.500000 Penalty: 4965.476074
	Iteration 112Q: 3 clusters Score -2740866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2740871.500000 Penalty: 4965.476074
	Iteration 113Q: 3 clusters Score -2740872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2740878.500000 Penalty: 4965.476074
	Iteration 114Q: 3 clusters Score -2740878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2740878.750000 Penalty: 4965.476074
	Iteration 115Q: 3 clusters Score -2740879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2740890.250000 Penalty: 4965.476074
	Iteration 116Q: 3 clusters Score -2740890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2740900.250000 Penalty: 4965.476074
	Iteration 117Q: 3 clusters Score -2740900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2740912.000000 Penalty: 4965.476074
	Iteration 118Q: 3 clusters Score -2740912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2740919.250000 Penalty: 4965.476074
	Iteration 119Q: 3 clusters Score -2740919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -2740931.500000 Penalty: 4965.476074
	Iteration 120F: 3 clusters Score -2740932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -2740938.500000 Penalty: 4965.476074
	Iteration 121Q: 3 clusters Score -2740938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2740936.500000 Penalty: 4965.476074
	Iteration 122Q: 3 clusters Score -2740936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2740939.000000 Penalty: 4965.476074
	Iteration 123Q: 3 clusters Score -2740939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2740939.250000 Penalty: 4965.476074
	Iteration 124Q: 3 clusters Score -2740939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2740944.750000 Penalty: 4965.476074
	Iteration 125Q: 3 clusters Score -2740945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2740949.750000 Penalty: 4965.476074
	Iteration 126Q: 3 clusters Score -2740950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2740956.750000 Penalty: 4965.476074
	Iteration 127Q: 3 clusters Score -2740957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2740957.250000 Penalty: 4965.476074
	Iteration 128Q: 3 clusters Score -2740957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2740966.750000 Penalty: 4965.476074
	Iteration 129Q: 3 clusters Score -2740967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2740974.500000 Penalty: 4965.476074
	Iteration 130Q: 3 clusters Score -2740974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2740978.750000 Penalty: 4965.476074
	Iteration 131Q: 3 clusters Score -2740979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2740980.500000 Penalty: 4965.476074
	Iteration 132Q: 3 clusters Score -2740980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2740982.750000 Penalty: 4965.476074
	Iteration 133Q: 3 clusters Score -2740983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2740987.500000 Penalty: 4965.476074
	Iteration 134Q: 3 clusters Score -2740988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -2740991.000000 Penalty: 4965.476074
	Iteration 135Q: 3 clusters Score -2740991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2740988.250000 Penalty: 4965.476074
	Iteration 136Q: 3 clusters Score -2740988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2740992.500000 Penalty: 4965.476074
	Iteration 137Q: 3 clusters Score -2740992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2740993.500000 Penalty: 4965.476074
	Iteration 138Q: 3 clusters Score -2740994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -2740997.500000 Penalty: 4965.476074
	Iteration 139Q: 3 clusters Score -2740998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -2740997.750000 Penalty: 4965.476074
	Iteration 140F: 3 clusters Score -2740998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -2740998.500000 Penalty: 4965.476074
	Iteration 141Q: 3 clusters Score -2740998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2741000.750000 Penalty: 4965.476074
	Iteration 142Q: 3 clusters Score -2741001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2741000.750000 Penalty: 4965.476074
	Iteration 143F: 3 clusters Score -2741001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Entering Unmasked Estep 
Score: -3020138.500000 Penalty: 2511.771240
	Iteration 0F: 2 clusters Score -3020138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3002700.500000 Penalty: 5023.542480
	Iteration 0F: 3 clusters Score -3002700 nChanged 11235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -3008729.500000 Penalty: 5023.542480
	Iteration 1F: 3 clusters Score -3008730 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3009249.750000 Penalty: 5023.542480
	Iteration 2F: 3 clusters Score -3009250 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -3009784.500000 Penalty: 5023.542480
	Iteration 3F: 3 clusters Score -3009784 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -3010336.500000 Penalty: 5023.542480
	Iteration 4Q: 3 clusters Score -3010336 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -3010992.750000 Penalty: 5023.542480
	Iteration 5Q: 3 clusters Score -3010993 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -3011751.750000 Penalty: 5023.542480
	Iteration 6F: 3 clusters Score -3011752 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -3012551.000000 Penalty: 5023.542480
	Iteration 7F: 3 clusters Score -3012551 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -3013384.750000 Penalty: 5023.542480
	Iteration 8F: 3 clusters Score -3013385 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -3014166.750000 Penalty: 5023.542480
	Iteration 9F: 3 clusters Score -3014167 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -3014864.500000 Penalty: 5023.542480
	Iteration 10Q: 3 clusters Score -3014864 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3015444.500000 Penalty: 5023.542480
	Iteration 11Q: 3 clusters Score -3015444 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -3015884.250000 Penalty: 5023.542480
	Iteration 12Q: 3 clusters Score -3015884 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -3016284.000000 Penalty: 5023.542480
	Iteration 13Q: 3 clusters Score -3016284 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -3016609.000000 Penalty: 5023.542480
	Iteration 14Q: 3 clusters Score -3016609 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -3016927.750000 Penalty: 5023.542480
	Iteration 15Q: 3 clusters Score -3016928 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -3017188.500000 Penalty: 5023.542480
	Iteration 16Q: 3 clusters Score -3017188 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -3017385.250000 Penalty: 5023.542480
	Iteration 17Q: 3 clusters Score -3017385 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -3017545.250000 Penalty: 5023.542480
	Iteration 18Q: 3 clusters Score -3017545 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -3017695.250000 Penalty: 5023.542480
	Iteration 19Q: 3 clusters Score -3017695 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -3017788.750000 Penalty: 5023.542480
	Iteration 20F: 3 clusters Score -3017789 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -3017865.500000 Penalty: 5023.542480
	Iteration 21Q: 3 clusters Score -3017866 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -3017908.500000 Penalty: 5023.542480
	Iteration 22Q: 3 clusters Score -3017908 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -3017976.750000 Penalty: 5023.542480
	Iteration 23Q: 3 clusters Score -3017977 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -3018025.750000 Penalty: 5023.542480
	Iteration 24Q: 3 clusters Score -3018026 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -3018082.250000 Penalty: 5023.542480
	Iteration 25Q: 3 clusters Score -3018082 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -3018140.250000 Penalty: 5023.542480
	Iteration 26Q: 3 clusters Score -3018140 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -3018201.750000 Penalty: 5023.542480
	Iteration 27Q: 3 clusters Score -3018202 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -3018261.250000 Penalty: 5023.542480
	Iteration 28Q: 3 clusters Score -3018261 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -3018298.000000 Penalty: 5023.542480
	Iteration 29Q: 3 clusters Score -3018298 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -3018335.250000 Penalty: 5023.542480
	Iteration 30Q: 3 clusters Score -3018335 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -3018380.000000 Penalty: 5023.542480
	Iteration 31Q: 3 clusters Score -3018380 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -3018413.000000 Penalty: 5023.542480
	Iteration 32Q: 3 clusters Score -3018413 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -3018449.000000 Penalty: 5023.542480
	Iteration 33Q: 3 clusters Score -3018449 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -3018470.750000 Penalty: 5023.542480
	Iteration 34Q: 3 clusters Score -3018471 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -3018495.000000 Penalty: 5023.542480
	Iteration 35Q: 3 clusters Score -3018495 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -3018500.000000 Penalty: 5023.542480
	Iteration 36Q: 3 clusters Score -3018500 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -3018523.000000 Penalty: 5023.542480
	Iteration 37Q: 3 clusters Score -3018523 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -3018537.250000 Penalty: 5023.542480
	Iteration 38Q: 3 clusters Score -3018537 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -3018570.000000 Penalty: 5023.542480
	Iteration 39Q: 3 clusters Score -3018570 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -3018599.500000 Penalty: 5023.542480
	Iteration 40F: 3 clusters Score -3018600 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -3018604.500000 Penalty: 5023.542480
	Iteration 41Q: 3 clusters Score -3018604 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -3018632.000000 Penalty: 5023.542480
	Iteration 42Q: 3 clusters Score -3018632 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -3018648.000000 Penalty: 5023.542480
	Iteration 43Q: 3 clusters Score -3018648 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3018662.000000 Penalty: 5023.542480
	Iteration 44Q: 3 clusters Score -3018662 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -3018681.000000 Penalty: 5023.542480
	Iteration 45Q: 3 clusters Score -3018681 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3018696.750000 Penalty: 5023.542480
	Iteration 46Q: 3 clusters Score -3018697 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -3018707.500000 Penalty: 5023.542480
	Iteration 47Q: 3 clusters Score -3018708 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3018716.750000 Penalty: 5023.542480
	Iteration 48Q: 3 clusters Score -3018717 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3018727.000000 Penalty: 5023.542480
	Iteration 49Q: 3 clusters Score -3018727 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3018737.750000 Penalty: 5023.542480
	Iteration 50Q: 3 clusters Score -3018738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3018755.250000 Penalty: 5023.542480
	Iteration 51Q: 3 clusters Score -3018755 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3018765.000000 Penalty: 5023.542480
	Iteration 52Q: 3 clusters Score -3018765 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3018784.000000 Penalty: 5023.542480
	Iteration 53Q: 3 clusters Score -3018784 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3018800.750000 Penalty: 5023.542480
	Iteration 54Q: 3 clusters Score -3018801 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3018823.500000 Penalty: 5023.542480
	Iteration 55Q: 3 clusters Score -3018824 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3018831.750000 Penalty: 5023.542480
	Iteration 56Q: 3 clusters Score -3018832 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3018859.250000 Penalty: 5023.542480
	Iteration 57Q: 3 clusters Score -3018859 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3018862.000000 Penalty: 5023.542480
	Iteration 58Q: 3 clusters Score -3018862 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3018873.750000 Penalty: 5023.542480
	Iteration 59Q: 3 clusters Score -3018874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3018890.250000 Penalty: 5023.542480
	Iteration 60F: 3 clusters Score -3018890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3018900.500000 Penalty: 5023.542480
	Iteration 61Q: 3 clusters Score -3018900 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3018924.000000 Penalty: 5023.542480
	Iteration 62Q: 3 clusters Score -3018924 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3018935.750000 Penalty: 5023.542480
	Iteration 63Q: 3 clusters Score -3018936 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3018951.500000 Penalty: 5023.542480
	Iteration 64Q: 3 clusters Score -3018952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3018958.500000 Penalty: 5023.542480
	Iteration 65Q: 3 clusters Score -3018958 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3018979.000000 Penalty: 5023.542480
	Iteration 66Q: 3 clusters Score -3018979 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3018985.500000 Penalty: 5023.542480
	Iteration 67Q: 3 clusters Score -3018986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3018997.750000 Penalty: 5023.542480
	Iteration 68Q: 3 clusters Score -3018998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3018997.000000 Penalty: 5023.542480
	Iteration 69Q: 3 clusters Score -3018997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3018998.750000 Penalty: 5023.542480
	Iteration 70Q: 3 clusters Score -3018999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3019007.000000 Penalty: 5023.542480
	Iteration 71Q: 3 clusters Score -3019007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3019001.750000 Penalty: 5023.542480
	Iteration 72Q: 3 clusters Score -3019002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3019009.750000 Penalty: 5023.542480
	Iteration 73Q: 3 clusters Score -3019010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3019009.000000 Penalty: 5023.542480
	Iteration 74Q: 3 clusters Score -3019009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3019012.250000 Penalty: 5023.542480
	Iteration 75Q: 3 clusters Score -3019012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3019009.000000 Penalty: 5023.542480
	Iteration 76Q: 3 clusters Score -3019009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3019016.000000 Penalty: 5023.542480
	Iteration 77Q: 3 clusters Score -3019016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3019027.000000 Penalty: 5023.542480
	Iteration 78Q: 3 clusters Score -3019027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3019030.000000 Penalty: 5023.542480
	Iteration 79Q: 3 clusters Score -3019030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3019031.750000 Penalty: 5023.542480
	Iteration 80F: 3 clusters Score -3019032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3019032.750000 Penalty: 5023.542480
	Iteration 81Q: 3 clusters Score -3019033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3019037.500000 Penalty: 5023.542480
	Iteration 82Q: 3 clusters Score -3019038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3019034.750000 Penalty: 5023.542480
	Iteration 83Q: 3 clusters Score -3019035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3019032.750000 Penalty: 5023.542480
	Iteration 84Q: 3 clusters Score -3019033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3019028.500000 Penalty: 5023.542480
	Iteration 85Q: 3 clusters Score -3019028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3019038.250000 Penalty: 5023.542480
	Iteration 86Q: 3 clusters Score -3019038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3019035.750000 Penalty: 5023.542480
	Iteration 87Q: 3 clusters Score -3019036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3019039.500000 Penalty: 5023.542480
	Iteration 88Q: 3 clusters Score -3019040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3019042.000000 Penalty: 5023.542480
	Iteration 89Q: 3 clusters Score -3019042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3019049.250000 Penalty: 5023.542480
	Iteration 90Q: 3 clusters Score -3019049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3019049.750000 Penalty: 5023.542480
	Iteration 91Q: 3 clusters Score -3019050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3019059.500000 Penalty: 5023.542480
	Iteration 92Q: 3 clusters Score -3019060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3019065.250000 Penalty: 5023.542480
	Iteration 93Q: 3 clusters Score -3019065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3019061.500000 Penalty: 5023.542480
	Iteration 94Q: 3 clusters Score -3019062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3019066.750000 Penalty: 5023.542480
	Iteration 95Q: 3 clusters Score -3019067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3019070.500000 Penalty: 5023.542480
	Iteration 96Q: 3 clusters Score -3019070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3019067.750000 Penalty: 5023.542480
	Iteration 97Q: 3 clusters Score -3019068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3019076.000000 Penalty: 5023.542480
	Iteration 98Q: 3 clusters Score -3019076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3019078.250000 Penalty: 5023.542480
	Iteration 99Q: 3 clusters Score -3019078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3019073.000000 Penalty: 5023.542480
	Iteration 100F: 3 clusters Score -3019073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3019075.000000 Penalty: 5023.542480
	Iteration 101Q: 3 clusters Score -3019075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3019087.250000 Penalty: 5023.542480
	Iteration 102Q: 3 clusters Score -3019087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3019089.750000 Penalty: 5023.542480
	Iteration 103Q: 3 clusters Score -3019090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3019088.000000 Penalty: 5023.542480
	Iteration 104Q: 3 clusters Score -3019088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3019091.750000 Penalty: 5023.542480
	Iteration 105Q: 3 clusters Score -3019092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3019094.250000 Penalty: 5023.542480
	Iteration 106Q: 3 clusters Score -3019094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3019093.750000 Penalty: 5023.542480
	Iteration 107Q: 3 clusters Score -3019094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3019097.000000 Penalty: 5023.542480
	Iteration 108Q: 3 clusters Score -3019097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3019096.000000 Penalty: 5023.542480
	Iteration 109Q: 3 clusters Score -3019096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3019095.000000 Penalty: 5023.542480
	Iteration 110Q: 3 clusters Score -3019095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3019094.750000 Penalty: 5023.542480
	Iteration 111Q: 3 clusters Score -3019095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3019094.750000 Penalty: 5023.542480
	Iteration 112F: 3 clusters Score -3019095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (167392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167392 members 
Entering Unmasked Estep 
Score: -20969420.000000 Penalty: 2982.967041
	Iteration 0F: 2 clusters Score -2.096942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83398 members 
Mstep: Class 2 contains 83994 members 
Entering Unmasked Estep 
Score: -20858304.000000 Penalty: 5965.934082
	Iteration 0F: 3 clusters Score -2.08583e+07 nChanged 80174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78758 members 
Mstep: Class 2 contains 88634 members 
Entering Unmasked Estep 
Score: -20904778.000000 Penalty: 5965.934082
	Iteration 1F: 3 clusters Score -2.090478e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75709 members 
Mstep: Class 2 contains 91683 members 
Entering Unmasked Estep 
Score: -20906076.000000 Penalty: 5965.934082
	Iteration 2Q: 3 clusters Score -2.090608e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71108 members 
Mstep: Class 2 contains 96284 members 
Entering Unmasked Estep 
Score: -20908222.000000 Penalty: 5965.934082
	Iteration 3Q: 3 clusters Score -2.090822e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 103015 members 
Entering Unmasked Estep 
Score: -20911574.000000 Penalty: 5965.934082
	Iteration 4Q: 3 clusters Score -2.091157e+07 nChanged 9768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 112441 members 
Entering Unmasked Estep 
Score: -20917268.000000 Penalty: 5965.934082
	Iteration 5F: 3 clusters Score -2.091727e+07 nChanged 12539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 124874 members 
Entering Unmasked Estep 
Score: -20926652.000000 Penalty: 5965.934082
	Iteration 6F: 3 clusters Score -2.092665e+07 nChanged 14808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 139654 members 
Entering Unmasked Estep 
Score: -20940038.000000 Penalty: 5965.934082
	Iteration 7F: 3 clusters Score -2.094004e+07 nChanged 13421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 153073 members 
Entering Unmasked Estep 
Score: -20953488.000000 Penalty: 5965.934082
	Iteration 8F: 3 clusters Score -2.095349e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 161843 members 
Entering Unmasked Estep 
Score: -20961850.000000 Penalty: 5965.934082
	Iteration 9F: 3 clusters Score -2.096185e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 165601 members 
Entering Unmasked Estep 
Score: -20965240.000000 Penalty: 5965.934082
	Iteration 10Q: 3 clusters Score -2.096524e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 166784 members 
Entering Unmasked Estep 
Score: -20966232.000000 Penalty: 5965.934082
	Iteration 11Q: 3 clusters Score -2.096623e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 167079 members 
Entering Unmasked Estep 
Score: -20966536.000000 Penalty: 5965.934082
	Iteration 12Q: 3 clusters Score -2.096654e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 167157 members 
Entering Unmasked Estep 
Score: -20966682.000000 Penalty: 5965.934082
	Iteration 13Q: 3 clusters Score -2.096668e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 167173 members 
Entering Unmasked Estep 
Score: -20966704.000000 Penalty: 5965.934082
	Iteration 14Q: 3 clusters Score -2.09667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 167174 members 
Entering Unmasked Estep 
Score: -20966708.000000 Penalty: 5965.934082
	Iteration 15Q: 3 clusters Score -2.096671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 167180 members 
Entering Unmasked Estep 
Score: -20966738.000000 Penalty: 5965.934082
	Iteration 16Q: 3 clusters Score -2.096674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 167185 members 
Entering Unmasked Estep 
Score: -20966760.000000 Penalty: 5965.934082
	Iteration 17Q: 3 clusters Score -2.096676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 167188 members 
Entering Unmasked Estep 
Score: -20966774.000000 Penalty: 5965.934082
	Iteration 18Q: 3 clusters Score -2.096677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 167193 members 
Entering Unmasked Estep 
Score: -20966786.000000 Penalty: 5965.934082
	Iteration 19Q: 3 clusters Score -2.096679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 167193 members 
Entering Unmasked Estep 
Score: -20966776.000000 Penalty: 5965.934082
	Iteration 20F: 3 clusters Score -2.096678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 167194 members 
Entering Unmasked Estep 
Score: -20966776.000000 Penalty: 5965.934082
	Iteration 21Q: 3 clusters Score -2.096678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 167195 members 
Entering Unmasked Estep 
Score: -20966782.000000 Penalty: 5965.934082
	Iteration 22Q: 3 clusters Score -2.096678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 167194 members 
Entering Unmasked Estep 
Score: -20966780.000000 Penalty: 5965.934082
	Iteration 23Q: 3 clusters Score -2.096678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 167193 members 
Entering Unmasked Estep 
Score: -20966790.000000 Penalty: 5965.934082
	Iteration 24Q: 3 clusters Score -2.096679e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 167193 members 
Entering Unmasked Estep 
Score: -20966790.000000 Penalty: 5965.934082
	Iteration 25F: 3 clusters Score -2.096679e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Entering Unmasked Estep 
Score: -116815.218750 Penalty: 1770.045044
	Iteration 0F: 2 clusters Score -116815.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -114803.148438 Penalty: 3540.090088
	Iteration 0F: 3 clusters Score -114803.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -115371.757812 Penalty: 3540.090088
	Iteration 1F: 3 clusters Score -115371.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -115661.078125 Penalty: 3540.090088
	Iteration 2F: 3 clusters Score -115661.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -115858.390625 Penalty: 3540.090088
	Iteration 3F: 3 clusters Score -115858.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -116033.546875 Penalty: 3540.090088
	Iteration 4F: 3 clusters Score -116033.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -116190.695312 Penalty: 3540.090088
	Iteration 5Q: 3 clusters Score -116190.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -116238.218750 Penalty: 3540.090088
	Iteration 6Q: 3 clusters Score -116238.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -116269.062500 Penalty: 3540.090088
	Iteration 7Q: 3 clusters Score -116269.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -116282.234375 Penalty: 3540.090088
	Iteration 8Q: 3 clusters Score -116282.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -116292.250000 Penalty: 3540.090088
	Iteration 9Q: 3 clusters Score -116292.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -116303.054688 Penalty: 3540.090088
	Iteration 10Q: 3 clusters Score -116303.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -116311.156250 Penalty: 3540.090088
	Iteration 11Q: 3 clusters Score -116311.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -116316.687500 Penalty: 3540.090088
	Iteration 12Q: 3 clusters Score -116316.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -116319.562500 Penalty: 3540.090088
	Iteration 13Q: 3 clusters Score -116319.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -116321.390625 Penalty: 3540.090088
	Iteration 14Q: 3 clusters Score -116321.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -116321.390625 Penalty: 3540.090088
	Iteration 15F: 3 clusters Score -116321.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Entering Unmasked Estep 
Score: -1525014.750000 Penalty: 2336.128174
	Iteration 0F: 2 clusters Score -1525015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1515792.500000 Penalty: 4672.256348
	Iteration 0F: 3 clusters Score -1515792 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1518684.500000 Penalty: 4672.256348
	Iteration 1F: 3 clusters Score -1518684 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1519036.250000 Penalty: 4672.256348
	Iteration 2F: 3 clusters Score -1519036 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1519332.125000 Penalty: 4672.256348
	Iteration 3F: 3 clusters Score -1519332 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1519600.625000 Penalty: 4672.256348
	Iteration 4Q: 3 clusters Score -1519601 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1519853.875000 Penalty: 4672.256348
	Iteration 5Q: 3 clusters Score -1519854 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1520064.000000 Penalty: 4672.256348
	Iteration 6Q: 3 clusters Score -1520064 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1520275.000000 Penalty: 4672.256348
	Iteration 7Q: 3 clusters Score -1520275 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1520495.875000 Penalty: 4672.256348
	Iteration 8Q: 3 clusters Score -1520496 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1520725.250000 Penalty: 4672.256348
	Iteration 9Q: 3 clusters Score -1520725 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1520977.125000 Penalty: 4672.256348
	Iteration 10Q: 3 clusters Score -1520977 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1521234.750000 Penalty: 4672.256348
	Iteration 11Q: 3 clusters Score -1521235 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1521490.875000 Penalty: 4672.256348
	Iteration 12Q: 3 clusters Score -1521491 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1521732.625000 Penalty: 4672.256348
	Iteration 13Q: 3 clusters Score -1521733 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1521964.125000 Penalty: 4672.256348
	Iteration 14Q: 3 clusters Score -1521964 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1522180.125000 Penalty: 4672.256348
	Iteration 15Q: 3 clusters Score -1522180 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1522331.125000 Penalty: 4672.256348
	Iteration 16Q: 3 clusters Score -1522331 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1522455.875000 Penalty: 4672.256348
	Iteration 17Q: 3 clusters Score -1522456 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1522567.125000 Penalty: 4672.256348
	Iteration 18Q: 3 clusters Score -1522567 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1522644.250000 Penalty: 4672.256348
	Iteration 19Q: 3 clusters Score -1522644 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1522691.500000 Penalty: 4672.256348
	Iteration 20F: 3 clusters Score -1522692 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1522750.250000 Penalty: 4672.256348
	Iteration 21Q: 3 clusters Score -1522750 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1522793.875000 Penalty: 4672.256348
	Iteration 22Q: 3 clusters Score -1522794 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1522836.875000 Penalty: 4672.256348
	Iteration 23Q: 3 clusters Score -1522837 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1522863.250000 Penalty: 4672.256348
	Iteration 24Q: 3 clusters Score -1522863 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1522887.125000 Penalty: 4672.256348
	Iteration 25Q: 3 clusters Score -1522887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1522908.250000 Penalty: 4672.256348
	Iteration 26Q: 3 clusters Score -1522908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1522930.750000 Penalty: 4672.256348
	Iteration 27Q: 3 clusters Score -1522931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1522947.000000 Penalty: 4672.256348
	Iteration 28Q: 3 clusters Score -1522947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1522961.375000 Penalty: 4672.256348
	Iteration 29Q: 3 clusters Score -1522961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1522967.250000 Penalty: 4672.256348
	Iteration 30Q: 3 clusters Score -1522967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1522979.625000 Penalty: 4672.256348
	Iteration 31Q: 3 clusters Score -1522980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1522994.250000 Penalty: 4672.256348
	Iteration 32Q: 3 clusters Score -1522994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1523006.125000 Penalty: 4672.256348
	Iteration 33Q: 3 clusters Score -1523006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1523017.500000 Penalty: 4672.256348
	Iteration 34Q: 3 clusters Score -1523018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1523024.250000 Penalty: 4672.256348
	Iteration 35Q: 3 clusters Score -1523024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1523035.750000 Penalty: 4672.256348
	Iteration 36Q: 3 clusters Score -1523036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1523042.125000 Penalty: 4672.256348
	Iteration 37Q: 3 clusters Score -1523042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1523045.875000 Penalty: 4672.256348
	Iteration 38Q: 3 clusters Score -1523046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1523046.750000 Penalty: 4672.256348
	Iteration 39Q: 3 clusters Score -1523047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1523054.000000 Penalty: 4672.256348
	Iteration 40F: 3 clusters Score -1523054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1523054.125000 Penalty: 4672.256348
	Iteration 41Q: 3 clusters Score -1523054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1523055.625000 Penalty: 4672.256348
	Iteration 42Q: 3 clusters Score -1523056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1523057.000000 Penalty: 4672.256348
	Iteration 43Q: 3 clusters Score -1523057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1523060.375000 Penalty: 4672.256348
	Iteration 44Q: 3 clusters Score -1523060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1523064.250000 Penalty: 4672.256348
	Iteration 45Q: 3 clusters Score -1523064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1523066.625000 Penalty: 4672.256348
	Iteration 46Q: 3 clusters Score -1523067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1523066.625000 Penalty: 4672.256348
	Iteration 47Q: 3 clusters Score -1523067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1523066.625000 Penalty: 4672.256348
	Iteration 48F: 3 clusters Score -1523067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Entering Unmasked Estep 
Score: -194054.187500 Penalty: 1845.738159
	Iteration 0F: 2 clusters Score -194054.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -191613.734375 Penalty: 3691.476318
	Iteration 0F: 3 clusters Score -191613.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -192072.296875 Penalty: 3691.476318
	Iteration 1F: 3 clusters Score -192072.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -192218.984375 Penalty: 3691.476318
	Iteration 2F: 3 clusters Score -192219 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -192325.250000 Penalty: 3691.476318
	Iteration 3Q: 3 clusters Score -192325.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -192416.187500 Penalty: 3691.476318
	Iteration 4Q: 3 clusters Score -192416.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -192497.593750 Penalty: 3691.476318
	Iteration 5Q: 3 clusters Score -192497.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -192609.187500 Penalty: 3691.476318
	Iteration 6Q: 3 clusters Score -192609.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -192789.031250 Penalty: 3691.476318
	Iteration 7Q: 3 clusters Score -192789 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -193025.500000 Penalty: 3691.476318
	Iteration 8Q: 3 clusters Score -193025.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -193200.531250 Penalty: 3691.476318
	Iteration 9Q: 3 clusters Score -193200.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -193381.437500 Penalty: 3691.476318
	Iteration 10Q: 3 clusters Score -193381.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -193513.109375 Penalty: 3691.476318
	Iteration 11Q: 3 clusters Score -193513.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -193620.734375 Penalty: 3691.476318
	Iteration 12Q: 3 clusters Score -193620.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -193721.296875 Penalty: 3691.476318
	Iteration 13Q: 3 clusters Score -193721.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -193798.500000 Penalty: 3691.476318
	Iteration 14Q: 3 clusters Score -193798.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -193843.140625 Penalty: 3691.476318
	Iteration 15Q: 3 clusters Score -193843.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -193875.593750 Penalty: 3691.476318
	Iteration 16Q: 3 clusters Score -193875.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -193903.250000 Penalty: 3691.476318
	Iteration 17Q: 3 clusters Score -193903.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -193926.609375 Penalty: 3691.476318
	Iteration 18Q: 3 clusters Score -193926.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -193948.562500 Penalty: 3691.476318
	Iteration 19Q: 3 clusters Score -193948.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -193968.984375 Penalty: 3691.476318
	Iteration 20F: 3 clusters Score -193969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -193981.859375 Penalty: 3691.476318
	Iteration 21Q: 3 clusters Score -193981.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -193987.375000 Penalty: 3691.476318
	Iteration 22Q: 3 clusters Score -193987.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -193990.000000 Penalty: 3691.476318
	Iteration 23Q: 3 clusters Score -193990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -193991.453125 Penalty: 3691.476318
	Iteration 24Q: 3 clusters Score -193991.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -193993.171875 Penalty: 3691.476318
	Iteration 25Q: 3 clusters Score -193993.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -193994.656250 Penalty: 3691.476318
	Iteration 26Q: 3 clusters Score -193994.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -193994.656250 Penalty: 3691.476318
	Iteration 27F: 3 clusters Score -193994.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Entering Unmasked Estep 
Score: -413576.906250 Penalty: 2032.511230
	Iteration 0F: 2 clusters Score -413576.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -409978.750000 Penalty: 4065.022461
	Iteration 0F: 3 clusters Score -409978.8 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -410806.625000 Penalty: 4065.022461
	Iteration 1F: 3 clusters Score -410806.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -411071.593750 Penalty: 4065.022461
	Iteration 2F: 3 clusters Score -411071.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -411269.500000 Penalty: 4065.022461
	Iteration 3F: 3 clusters Score -411269.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -411407.093750 Penalty: 4065.022461
	Iteration 4Q: 3 clusters Score -411407.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -411525.750000 Penalty: 4065.022461
	Iteration 5Q: 3 clusters Score -411525.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -411617.125000 Penalty: 4065.022461
	Iteration 6Q: 3 clusters Score -411617.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -411696.687500 Penalty: 4065.022461
	Iteration 7Q: 3 clusters Score -411696.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -411757.375000 Penalty: 4065.022461
	Iteration 8Q: 3 clusters Score -411757.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -411818.218750 Penalty: 4065.022461
	Iteration 9Q: 3 clusters Score -411818.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -411872.093750 Penalty: 4065.022461
	Iteration 10Q: 3 clusters Score -411872.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -411912.062500 Penalty: 4065.022461
	Iteration 11Q: 3 clusters Score -411912.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -411953.218750 Penalty: 4065.022461
	Iteration 12Q: 3 clusters Score -411953.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -411983.312500 Penalty: 4065.022461
	Iteration 13Q: 3 clusters Score -411983.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -412009.750000 Penalty: 4065.022461
	Iteration 14Q: 3 clusters Score -412009.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -412030.468750 Penalty: 4065.022461
	Iteration 15Q: 3 clusters Score -412030.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -412050.312500 Penalty: 4065.022461
	Iteration 16Q: 3 clusters Score -412050.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -412070.062500 Penalty: 4065.022461
	Iteration 17Q: 3 clusters Score -412070.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -412083.031250 Penalty: 4065.022461
	Iteration 18Q: 3 clusters Score -412083 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -412100.781250 Penalty: 4065.022461
	Iteration 19Q: 3 clusters Score -412100.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -412122.968750 Penalty: 4065.022461
	Iteration 20F: 3 clusters Score -412123 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -412138.562500 Penalty: 4065.022461
	Iteration 21Q: 3 clusters Score -412138.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -412148.093750 Penalty: 4065.022461
	Iteration 22Q: 3 clusters Score -412148.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -412157.062500 Penalty: 4065.022461
	Iteration 23Q: 3 clusters Score -412157.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -412163.562500 Penalty: 4065.022461
	Iteration 24Q: 3 clusters Score -412163.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -412167.687500 Penalty: 4065.022461
	Iteration 25Q: 3 clusters Score -412167.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -412169.875000 Penalty: 4065.022461
	Iteration 26Q: 3 clusters Score -412169.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -412171.406250 Penalty: 4065.022461
	Iteration 27Q: 3 clusters Score -412171.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -412172.125000 Penalty: 4065.022461
	Iteration 28Q: 3 clusters Score -412172.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -412172.718750 Penalty: 4065.022461
	Iteration 29Q: 3 clusters Score -412172.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -412172.718750 Penalty: 4065.022461
	Iteration 30F: 3 clusters Score -412172.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Entering Unmasked Estep 
Score: -1711151.375000 Penalty: 2373.871582
	Iteration 0F: 2 clusters Score -1711151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1700667.125000 Penalty: 4747.743164
	Iteration 0F: 3 clusters Score -1700667 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1704267.375000 Penalty: 4747.743164
	Iteration 1F: 3 clusters Score -1704267 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1704908.250000 Penalty: 4747.743164
	Iteration 2F: 3 clusters Score -1704908 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1705566.875000 Penalty: 4747.743164
	Iteration 3F: 3 clusters Score -1705567 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1706251.625000 Penalty: 4747.743164
	Iteration 4F: 3 clusters Score -1706252 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1706874.500000 Penalty: 4747.743164
	Iteration 5F: 3 clusters Score -1706874 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1707340.500000 Penalty: 4747.743164
	Iteration 6F: 3 clusters Score -1707340 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1707702.500000 Penalty: 4747.743164
	Iteration 7Q: 3 clusters Score -1707702 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1708001.375000 Penalty: 4747.743164
	Iteration 8Q: 3 clusters Score -1708001 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1708199.500000 Penalty: 4747.743164
	Iteration 9Q: 3 clusters Score -1708200 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1708311.625000 Penalty: 4747.743164
	Iteration 10Q: 3 clusters Score -1708312 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1708395.750000 Penalty: 4747.743164
	Iteration 11Q: 3 clusters Score -1708396 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1708449.125000 Penalty: 4747.743164
	Iteration 12Q: 3 clusters Score -1708449 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1708507.125000 Penalty: 4747.743164
	Iteration 13Q: 3 clusters Score -1708507 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1708567.500000 Penalty: 4747.743164
	Iteration 14Q: 3 clusters Score -1708568 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1708637.500000 Penalty: 4747.743164
	Iteration 15Q: 3 clusters Score -1708638 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1708696.125000 Penalty: 4747.743164
	Iteration 16Q: 3 clusters Score -1708696 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1708756.500000 Penalty: 4747.743164
	Iteration 17Q: 3 clusters Score -1708756 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1708812.125000 Penalty: 4747.743164
	Iteration 18Q: 3 clusters Score -1708812 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1708864.000000 Penalty: 4747.743164
	Iteration 19Q: 3 clusters Score -1708864 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1708914.875000 Penalty: 4747.743164
	Iteration 20F: 3 clusters Score -1708915 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1708966.375000 Penalty: 4747.743164
	Iteration 21Q: 3 clusters Score -1708966 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1709016.250000 Penalty: 4747.743164
	Iteration 22Q: 3 clusters Score -1709016 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1709063.250000 Penalty: 4747.743164
	Iteration 23Q: 3 clusters Score -1709063 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1709122.375000 Penalty: 4747.743164
	Iteration 24Q: 3 clusters Score -1709122 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1709187.875000 Penalty: 4747.743164
	Iteration 25Q: 3 clusters Score -1709188 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1709262.250000 Penalty: 4747.743164
	Iteration 26Q: 3 clusters Score -1709262 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1709322.750000 Penalty: 4747.743164
	Iteration 27Q: 3 clusters Score -1709323 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1709382.500000 Penalty: 4747.743164
	Iteration 28Q: 3 clusters Score -1709382 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1709436.750000 Penalty: 4747.743164
	Iteration 29Q: 3 clusters Score -1709437 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1709480.625000 Penalty: 4747.743164
	Iteration 30Q: 3 clusters Score -1709481 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1709512.375000 Penalty: 4747.743164
	Iteration 31Q: 3 clusters Score -1709512 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1709543.625000 Penalty: 4747.743164
	Iteration 32Q: 3 clusters Score -1709544 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1709569.625000 Penalty: 4747.743164
	Iteration 33Q: 3 clusters Score -1709570 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1709596.625000 Penalty: 4747.743164
	Iteration 34Q: 3 clusters Score -1709597 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1709615.500000 Penalty: 4747.743164
	Iteration 35Q: 3 clusters Score -1709616 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1709639.875000 Penalty: 4747.743164
	Iteration 36Q: 3 clusters Score -1709640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1709646.750000 Penalty: 4747.743164
	Iteration 37Q: 3 clusters Score -1709647 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1709657.500000 Penalty: 4747.743164
	Iteration 38Q: 3 clusters Score -1709658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1709672.875000 Penalty: 4747.743164
	Iteration 39Q: 3 clusters Score -1709673 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1709682.750000 Penalty: 4747.743164
	Iteration 40F: 3 clusters Score -1709683 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1709700.250000 Penalty: 4747.743164
	Iteration 41Q: 3 clusters Score -1709700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1709719.250000 Penalty: 4747.743164
	Iteration 42Q: 3 clusters Score -1709719 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1709735.250000 Penalty: 4747.743164
	Iteration 43Q: 3 clusters Score -1709735 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1709743.375000 Penalty: 4747.743164
	Iteration 44Q: 3 clusters Score -1709743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1709757.250000 Penalty: 4747.743164
	Iteration 45Q: 3 clusters Score -1709757 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1709764.500000 Penalty: 4747.743164
	Iteration 46Q: 3 clusters Score -1709764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1709773.125000 Penalty: 4747.743164
	Iteration 47Q: 3 clusters Score -1709773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1709771.375000 Penalty: 4747.743164
	Iteration 48Q: 3 clusters Score -1709771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1709775.000000 Penalty: 4747.743164
	Iteration 49Q: 3 clusters Score -1709775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1709787.750000 Penalty: 4747.743164
	Iteration 50Q: 3 clusters Score -1709788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1709793.000000 Penalty: 4747.743164
	Iteration 51Q: 3 clusters Score -1709793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1709805.375000 Penalty: 4747.743164
	Iteration 52Q: 3 clusters Score -1709805 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1709813.750000 Penalty: 4747.743164
	Iteration 53Q: 3 clusters Score -1709814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1709824.875000 Penalty: 4747.743164
	Iteration 54Q: 3 clusters Score -1709825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1709836.500000 Penalty: 4747.743164
	Iteration 55Q: 3 clusters Score -1709836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1709843.000000 Penalty: 4747.743164
	Iteration 56Q: 3 clusters Score -1709843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1709844.250000 Penalty: 4747.743164
	Iteration 57Q: 3 clusters Score -1709844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1709844.625000 Penalty: 4747.743164
	Iteration 58Q: 3 clusters Score -1709845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1709846.250000 Penalty: 4747.743164
	Iteration 59Q: 3 clusters Score -1709846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1709845.375000 Penalty: 4747.743164
	Iteration 60F: 3 clusters Score -1709845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1709845.000000 Penalty: 4747.743164
	Iteration 61Q: 3 clusters Score -1709845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1709845.500000 Penalty: 4747.743164
	Iteration 62Q: 3 clusters Score -1709846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1709847.375000 Penalty: 4747.743164
	Iteration 63Q: 3 clusters Score -1709847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1709848.875000 Penalty: 4747.743164
	Iteration 64Q: 3 clusters Score -1709849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1709851.875000 Penalty: 4747.743164
	Iteration 65Q: 3 clusters Score -1709852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1709854.000000 Penalty: 4747.743164
	Iteration 66Q: 3 clusters Score -1709854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1709853.875000 Penalty: 4747.743164
	Iteration 67Q: 3 clusters Score -1709854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1709854.750000 Penalty: 4747.743164
	Iteration 68Q: 3 clusters Score -1709855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1709858.125000 Penalty: 4747.743164
	Iteration 69Q: 3 clusters Score -1709858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1709864.250000 Penalty: 4747.743164
	Iteration 70Q: 3 clusters Score -1709864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1709862.125000 Penalty: 4747.743164
	Iteration 71Q: 3 clusters Score -1709862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1709863.500000 Penalty: 4747.743164
	Iteration 72Q: 3 clusters Score -1709864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1709865.875000 Penalty: 4747.743164
	Iteration 73Q: 3 clusters Score -1709866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1709869.875000 Penalty: 4747.743164
	Iteration 74Q: 3 clusters Score -1709870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1709872.250000 Penalty: 4747.743164
	Iteration 75Q: 3 clusters Score -1709872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1709874.000000 Penalty: 4747.743164
	Iteration 76Q: 3 clusters Score -1709874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1709875.875000 Penalty: 4747.743164
	Iteration 77Q: 3 clusters Score -1709876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1709879.375000 Penalty: 4747.743164
	Iteration 78Q: 3 clusters Score -1709879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1709879.125000 Penalty: 4747.743164
	Iteration 79Q: 3 clusters Score -1709879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1709882.000000 Penalty: 4747.743164
	Iteration 80F: 3 clusters Score -1709882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1709887.500000 Penalty: 4747.743164
	Iteration 81Q: 3 clusters Score -1709888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1709885.875000 Penalty: 4747.743164
	Iteration 82Q: 3 clusters Score -1709886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1709886.000000 Penalty: 4747.743164
	Iteration 83Q: 3 clusters Score -1709886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1709882.375000 Penalty: 4747.743164
	Iteration 84Q: 3 clusters Score -1709882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1709884.750000 Penalty: 4747.743164
	Iteration 85Q: 3 clusters Score -1709885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1709887.750000 Penalty: 4747.743164
	Iteration 86Q: 3 clusters Score -1709888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1709885.500000 Penalty: 4747.743164
	Iteration 87Q: 3 clusters Score -1709886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1709886.875000 Penalty: 4747.743164
	Iteration 88Q: 3 clusters Score -1709887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1709887.625000 Penalty: 4747.743164
	Iteration 89Q: 3 clusters Score -1709888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1709887.625000 Penalty: 4747.743164
	Iteration 90F: 3 clusters Score -1709888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -28581.498047 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -28581.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27359.326172 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -27359.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27466.050781 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -27466.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27508.160156 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -27508.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27510.464844 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -27510.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27514.085938 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -27514.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27514.085938 Penalty: 2778.651123
	Iteration 5F: 3 clusters Score -27514.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Entering Unmasked Estep 
Score: -476903.843750 Penalty: 2051.977295
	Iteration 0F: 2 clusters Score -476903.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -473072.343750 Penalty: 4103.954590
	Iteration 0F: 3 clusters Score -473072.3 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -473934.906250 Penalty: 4103.954590
	Iteration 1F: 3 clusters Score -473934.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -474079.875000 Penalty: 4103.954590
	Iteration 2F: 3 clusters Score -474079.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -474172.531250 Penalty: 4103.954590
	Iteration 3Q: 3 clusters Score -474172.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -474247.593750 Penalty: 4103.954590
	Iteration 4Q: 3 clusters Score -474247.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -474318.312500 Penalty: 4103.954590
	Iteration 5Q: 3 clusters Score -474318.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -474369.125000 Penalty: 4103.954590
	Iteration 6Q: 3 clusters Score -474369.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -474403.343750 Penalty: 4103.954590
	Iteration 7Q: 3 clusters Score -474403.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -474431.062500 Penalty: 4103.954590
	Iteration 8Q: 3 clusters Score -474431.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -474450.312500 Penalty: 4103.954590
	Iteration 9Q: 3 clusters Score -474450.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -474466.843750 Penalty: 4103.954590
	Iteration 10Q: 3 clusters Score -474466.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -474487.593750 Penalty: 4103.954590
	Iteration 11Q: 3 clusters Score -474487.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -474513.125000 Penalty: 4103.954590
	Iteration 12Q: 3 clusters Score -474513.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -474546.312500 Penalty: 4103.954590
	Iteration 13Q: 3 clusters Score -474546.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -474573.343750 Penalty: 4103.954590
	Iteration 14Q: 3 clusters Score -474573.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -474601.281250 Penalty: 4103.954590
	Iteration 15Q: 3 clusters Score -474601.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -474636.218750 Penalty: 4103.954590
	Iteration 16Q: 3 clusters Score -474636.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -474669.750000 Penalty: 4103.954590
	Iteration 17Q: 3 clusters Score -474669.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -474697.781250 Penalty: 4103.954590
	Iteration 18Q: 3 clusters Score -474697.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -474731.312500 Penalty: 4103.954590
	Iteration 19Q: 3 clusters Score -474731.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -474758.718750 Penalty: 4103.954590
	Iteration 20F: 3 clusters Score -474758.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -474783.281250 Penalty: 4103.954590
	Iteration 21Q: 3 clusters Score -474783.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -474804.375000 Penalty: 4103.954590
	Iteration 22Q: 3 clusters Score -474804.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -474831.875000 Penalty: 4103.954590
	Iteration 23Q: 3 clusters Score -474831.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -474858.687500 Penalty: 4103.954590
	Iteration 24Q: 3 clusters Score -474858.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -474881.687500 Penalty: 4103.954590
	Iteration 25Q: 3 clusters Score -474881.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -474910.156250 Penalty: 4103.954590
	Iteration 26Q: 3 clusters Score -474910.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -474938.656250 Penalty: 4103.954590
	Iteration 27Q: 3 clusters Score -474938.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -474961.812500 Penalty: 4103.954590
	Iteration 28Q: 3 clusters Score -474961.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -474983.750000 Penalty: 4103.954590
	Iteration 29Q: 3 clusters Score -474983.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -474998.437500 Penalty: 4103.954590
	Iteration 30Q: 3 clusters Score -474998.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -475010.343750 Penalty: 4103.954590
	Iteration 31Q: 3 clusters Score -475010.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -475024.000000 Penalty: 4103.954590
	Iteration 32Q: 3 clusters Score -475024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -475030.968750 Penalty: 4103.954590
	Iteration 33Q: 3 clusters Score -475031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -475035.437500 Penalty: 4103.954590
	Iteration 34Q: 3 clusters Score -475035.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -475041.875000 Penalty: 4103.954590
	Iteration 35Q: 3 clusters Score -475041.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -475051.156250 Penalty: 4103.954590
	Iteration 36Q: 3 clusters Score -475051.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -475060.312500 Penalty: 4103.954590
	Iteration 37Q: 3 clusters Score -475060.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -475066.625000 Penalty: 4103.954590
	Iteration 38Q: 3 clusters Score -475066.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -475073.687500 Penalty: 4103.954590
	Iteration 39Q: 3 clusters Score -475073.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -475079.187500 Penalty: 4103.954590
	Iteration 40F: 3 clusters Score -475079.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -475081.468750 Penalty: 4103.954590
	Iteration 41Q: 3 clusters Score -475081.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -475092.062500 Penalty: 4103.954590
	Iteration 42Q: 3 clusters Score -475092.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -475101.375000 Penalty: 4103.954590
	Iteration 43Q: 3 clusters Score -475101.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -475107.937500 Penalty: 4103.954590
	Iteration 44Q: 3 clusters Score -475107.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -475114.531250 Penalty: 4103.954590
	Iteration 45Q: 3 clusters Score -475114.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -475119.843750 Penalty: 4103.954590
	Iteration 46Q: 3 clusters Score -475119.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -475122.968750 Penalty: 4103.954590
	Iteration 47Q: 3 clusters Score -475123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -475124.437500 Penalty: 4103.954590
	Iteration 48Q: 3 clusters Score -475124.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -475126.406250 Penalty: 4103.954590
	Iteration 49Q: 3 clusters Score -475126.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -475129.375000 Penalty: 4103.954590
	Iteration 50Q: 3 clusters Score -475129.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -475129.531250 Penalty: 4103.954590
	Iteration 51Q: 3 clusters Score -475129.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -475129.531250 Penalty: 4103.954590
	Iteration 52F: 3 clusters Score -475129.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Entering Unmasked Estep 
Score: -1267148.250000 Penalty: 2288.125244
	Iteration 0F: 2 clusters Score -1267148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1259360.250000 Penalty: 4576.250488
	Iteration 0F: 3 clusters Score -1259360 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1261589.000000 Penalty: 4576.250488
	Iteration 1F: 3 clusters Score -1261589 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1261873.250000 Penalty: 4576.250488
	Iteration 2F: 3 clusters Score -1261873 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1262104.000000 Penalty: 4576.250488
	Iteration 3F: 3 clusters Score -1262104 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1262258.375000 Penalty: 4576.250488
	Iteration 4Q: 3 clusters Score -1262258 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1262368.625000 Penalty: 4576.250488
	Iteration 5Q: 3 clusters Score -1262369 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1262466.750000 Penalty: 4576.250488
	Iteration 6Q: 3 clusters Score -1262467 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1262590.125000 Penalty: 4576.250488
	Iteration 7Q: 3 clusters Score -1262590 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1262710.625000 Penalty: 4576.250488
	Iteration 8Q: 3 clusters Score -1262711 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1262826.500000 Penalty: 4576.250488
	Iteration 9Q: 3 clusters Score -1262826 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1262949.625000 Penalty: 4576.250488
	Iteration 10Q: 3 clusters Score -1262950 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1263116.875000 Penalty: 4576.250488
	Iteration 11Q: 3 clusters Score -1263117 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1263314.250000 Penalty: 4576.250488
	Iteration 12Q: 3 clusters Score -1263314 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1263528.875000 Penalty: 4576.250488
	Iteration 13Q: 3 clusters Score -1263529 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1263709.250000 Penalty: 4576.250488
	Iteration 14Q: 3 clusters Score -1263709 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1263873.000000 Penalty: 4576.250488
	Iteration 15Q: 3 clusters Score -1263873 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1264053.500000 Penalty: 4576.250488
	Iteration 16Q: 3 clusters Score -1264054 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1264223.625000 Penalty: 4576.250488
	Iteration 17Q: 3 clusters Score -1264224 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1264384.250000 Penalty: 4576.250488
	Iteration 18Q: 3 clusters Score -1264384 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1264534.000000 Penalty: 4576.250488
	Iteration 19Q: 3 clusters Score -1264534 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1264646.625000 Penalty: 4576.250488
	Iteration 20F: 3 clusters Score -1264647 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1264739.250000 Penalty: 4576.250488
	Iteration 21Q: 3 clusters Score -1264739 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1264822.250000 Penalty: 4576.250488
	Iteration 22Q: 3 clusters Score -1264822 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1264894.875000 Penalty: 4576.250488
	Iteration 23Q: 3 clusters Score -1264895 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1264957.000000 Penalty: 4576.250488
	Iteration 24Q: 3 clusters Score -1264957 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1265001.625000 Penalty: 4576.250488
	Iteration 25Q: 3 clusters Score -1265002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1265044.875000 Penalty: 4576.250488
	Iteration 26Q: 3 clusters Score -1265045 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1265084.375000 Penalty: 4576.250488
	Iteration 27Q: 3 clusters Score -1265084 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1265122.125000 Penalty: 4576.250488
	Iteration 28Q: 3 clusters Score -1265122 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1265168.875000 Penalty: 4576.250488
	Iteration 29Q: 3 clusters Score -1265169 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1265221.250000 Penalty: 4576.250488
	Iteration 30Q: 3 clusters Score -1265221 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1265264.750000 Penalty: 4576.250488
	Iteration 31Q: 3 clusters Score -1265265 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1265289.875000 Penalty: 4576.250488
	Iteration 32Q: 3 clusters Score -1265290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1265309.000000 Penalty: 4576.250488
	Iteration 33Q: 3 clusters Score -1265309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1265321.750000 Penalty: 4576.250488
	Iteration 34Q: 3 clusters Score -1265322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1265329.250000 Penalty: 4576.250488
	Iteration 35Q: 3 clusters Score -1265329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1265336.250000 Penalty: 4576.250488
	Iteration 36Q: 3 clusters Score -1265336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1265344.375000 Penalty: 4576.250488
	Iteration 37Q: 3 clusters Score -1265344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1265355.250000 Penalty: 4576.250488
	Iteration 38Q: 3 clusters Score -1265355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1265359.875000 Penalty: 4576.250488
	Iteration 39Q: 3 clusters Score -1265360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1265368.250000 Penalty: 4576.250488
	Iteration 40F: 3 clusters Score -1265368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1265377.375000 Penalty: 4576.250488
	Iteration 41Q: 3 clusters Score -1265377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1265378.000000 Penalty: 4576.250488
	Iteration 42Q: 3 clusters Score -1265378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1265377.875000 Penalty: 4576.250488
	Iteration 43Q: 3 clusters Score -1265378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1265377.875000 Penalty: 4576.250488
	Iteration 44Q: 3 clusters Score -1265378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1265380.875000 Penalty: 4576.250488
	Iteration 45Q: 3 clusters Score -1265381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1265380.000000 Penalty: 4576.250488
	Iteration 46Q: 3 clusters Score -1265380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1265380.000000 Penalty: 4576.250488
	Iteration 47F: 3 clusters Score -1265380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Entering Unmasked Estep 
Score: -1012939.375000 Penalty: 2246.587402
	Iteration 0F: 2 clusters Score -1012939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1006172.937500 Penalty: 4493.174805
	Iteration 0F: 3 clusters Score -1006173 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1008229.250000 Penalty: 4493.174805
	Iteration 1F: 3 clusters Score -1008229 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1008879.812500 Penalty: 4493.174805
	Iteration 2F: 3 clusters Score -1008880 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1009551.500000 Penalty: 4493.174805
	Iteration 3F: 3 clusters Score -1009552 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1010111.687500 Penalty: 4493.174805
	Iteration 4F: 3 clusters Score -1010112 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1010555.562500 Penalty: 4493.174805
	Iteration 5F: 3 clusters Score -1010556 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1010876.312500 Penalty: 4493.174805
	Iteration 6F: 3 clusters Score -1010876 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1011107.437500 Penalty: 4493.174805
	Iteration 7Q: 3 clusters Score -1011107 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1011262.562500 Penalty: 4493.174805
	Iteration 8Q: 3 clusters Score -1011263 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1011384.375000 Penalty: 4493.174805
	Iteration 9Q: 3 clusters Score -1011384 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1011495.125000 Penalty: 4493.174805
	Iteration 10Q: 3 clusters Score -1011495 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1011588.312500 Penalty: 4493.174805
	Iteration 11Q: 3 clusters Score -1011588 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1011649.250000 Penalty: 4493.174805
	Iteration 12Q: 3 clusters Score -1011649 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1011690.437500 Penalty: 4493.174805
	Iteration 13Q: 3 clusters Score -1011690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1011717.687500 Penalty: 4493.174805
	Iteration 14Q: 3 clusters Score -1011718 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1011739.625000 Penalty: 4493.174805
	Iteration 15Q: 3 clusters Score -1011740 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1011764.625000 Penalty: 4493.174805
	Iteration 16Q: 3 clusters Score -1011765 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1011783.937500 Penalty: 4493.174805
	Iteration 17Q: 3 clusters Score -1011784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1011802.375000 Penalty: 4493.174805
	Iteration 18Q: 3 clusters Score -1011802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1011819.875000 Penalty: 4493.174805
	Iteration 19Q: 3 clusters Score -1011820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1011835.625000 Penalty: 4493.174805
	Iteration 20F: 3 clusters Score -1011836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1011844.062500 Penalty: 4493.174805
	Iteration 21Q: 3 clusters Score -1011844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1011846.437500 Penalty: 4493.174805
	Iteration 22Q: 3 clusters Score -1011846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1011849.187500 Penalty: 4493.174805
	Iteration 23Q: 3 clusters Score -1011849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1011851.437500 Penalty: 4493.174805
	Iteration 24Q: 3 clusters Score -1011851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1011853.375000 Penalty: 4493.174805
	Iteration 25Q: 3 clusters Score -1011853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1011855.125000 Penalty: 4493.174805
	Iteration 26Q: 3 clusters Score -1011855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1011860.562500 Penalty: 4493.174805
	Iteration 27Q: 3 clusters Score -1011861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1011862.250000 Penalty: 4493.174805
	Iteration 28Q: 3 clusters Score -1011862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1011862.875000 Penalty: 4493.174805
	Iteration 29Q: 3 clusters Score -1011863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1011864.937500 Penalty: 4493.174805
	Iteration 30Q: 3 clusters Score -1011865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1011867.000000 Penalty: 4493.174805
	Iteration 31Q: 3 clusters Score -1011867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1011867.312500 Penalty: 4493.174805
	Iteration 32Q: 3 clusters Score -1011867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1011871.937500 Penalty: 4493.174805
	Iteration 33Q: 3 clusters Score -1011872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1011877.187500 Penalty: 4493.174805
	Iteration 34Q: 3 clusters Score -1011877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1011880.625000 Penalty: 4493.174805
	Iteration 35Q: 3 clusters Score -1011881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1011881.875000 Penalty: 4493.174805
	Iteration 36Q: 3 clusters Score -1011882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1011885.812500 Penalty: 4493.174805
	Iteration 37Q: 3 clusters Score -1011886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1011891.125000 Penalty: 4493.174805
	Iteration 38Q: 3 clusters Score -1011891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1011892.437500 Penalty: 4493.174805
	Iteration 39Q: 3 clusters Score -1011892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1011894.187500 Penalty: 4493.174805
	Iteration 40F: 3 clusters Score -1011894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1011894.187500 Penalty: 4493.174805
	Iteration 41Q: 3 clusters Score -1011894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1011893.875000 Penalty: 4493.174805
	Iteration 42Q: 3 clusters Score -1011894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1011895.750000 Penalty: 4493.174805
	Iteration 43Q: 3 clusters Score -1011896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1011896.937500 Penalty: 4493.174805
	Iteration 44Q: 3 clusters Score -1011897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1011896.937500 Penalty: 4493.174805
	Iteration 45F: 3 clusters Score -1011897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -88490.750000 Penalty: 1662.998413
	Iteration 0F: 2 clusters Score -88490.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -86753.179688 Penalty: 3325.996826
	Iteration 0F: 3 clusters Score -86753.18 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -87178.000000 Penalty: 3325.996826
	Iteration 1F: 3 clusters Score -87178 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -87328.164062 Penalty: 3325.996826
	Iteration 2F: 3 clusters Score -87328.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -87446.328125 Penalty: 3325.996826
	Iteration 3Q: 3 clusters Score -87446.33 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -87592.468750 Penalty: 3325.996826
	Iteration 4Q: 3 clusters Score -87592.47 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -87764.351562 Penalty: 3325.996826
	Iteration 5F: 3 clusters Score -87764.35 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -87889.070312 Penalty: 3325.996826
	Iteration 6F: 3 clusters Score -87889.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -87993.093750 Penalty: 3325.996826
	Iteration 7Q: 3 clusters Score -87993.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -88065.843750 Penalty: 3325.996826
	Iteration 8Q: 3 clusters Score -88065.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -88104.804688 Penalty: 3325.996826
	Iteration 9Q: 3 clusters Score -88104.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -88140.781250 Penalty: 3325.996826
	Iteration 10Q: 3 clusters Score -88140.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -88175.062500 Penalty: 3325.996826
	Iteration 11Q: 3 clusters Score -88175.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -88187.101562 Penalty: 3325.996826
	Iteration 12Q: 3 clusters Score -88187.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -88194.789062 Penalty: 3325.996826
	Iteration 13Q: 3 clusters Score -88194.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -88199.359375 Penalty: 3325.996826
	Iteration 14Q: 3 clusters Score -88199.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -88202.484375 Penalty: 3325.996826
	Iteration 15Q: 3 clusters Score -88202.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -88206.593750 Penalty: 3325.996826
	Iteration 16Q: 3 clusters Score -88206.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -88211.914062 Penalty: 3325.996826
	Iteration 17Q: 3 clusters Score -88211.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -88223.484375 Penalty: 3325.996826
	Iteration 18Q: 3 clusters Score -88223.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -88232.664062 Penalty: 3325.996826
	Iteration 19Q: 3 clusters Score -88232.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -88241.921875 Penalty: 3325.996826
	Iteration 20F: 3 clusters Score -88241.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -88254.406250 Penalty: 3325.996826
	Iteration 21Q: 3 clusters Score -88254.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -88300.984375 Penalty: 3325.996826
	Iteration 22Q: 3 clusters Score -88300.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -88391.890625 Penalty: 3325.996826
	Iteration 23Q: 3 clusters Score -88391.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -88429.484375 Penalty: 3325.996826
	Iteration 24Q: 3 clusters Score -88429.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -88459.429688 Penalty: 3325.996826
	Iteration 25Q: 3 clusters Score -88459.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -88483.875000 Penalty: 3325.996826
	Iteration 26Q: 3 clusters Score -88483.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -88517.429688 Penalty: 3325.996826
	Iteration 27Q: 3 clusters Score -88517.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -88553.015625 Penalty: 3325.996826
	Iteration 28Q: 3 clusters Score -88553.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -88588.484375 Penalty: 3325.996826
	Iteration 29Q: 3 clusters Score -88588.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -88624.445312 Penalty: 3325.996826
	Iteration 30Q: 3 clusters Score -88624.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -88687.765625 Penalty: 3325.996826
	Iteration 31Q: 3 clusters Score -88687.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -88748.132812 Penalty: 3325.996826
	Iteration 32Q: 3 clusters Score -88748.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -88802.976562 Penalty: 3325.996826
	Iteration 33Q: 3 clusters Score -88802.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -88802.976562 Penalty: 3325.996826
	Iteration 34F: 3 clusters Score -88802.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287373 members 
Mstep: Class 2 contains 56150 members 
Mstep: Class 3 contains 18529 members 
Mstep: Class 4 contains 276194 members 
Mstep: Class 5 contains 9933 members 
Mstep: Class 6 contains 22129 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106009 members 
Mstep: Class 9 contains 31938 members 
Mstep: Class 10 contains 77024 members 
Mstep: Class 11 contains 20692 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22271 members 
Mstep: Class 14 contains 25037 members 
Mstep: Class 15 contains 167392 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12331 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 14358 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10161 members 
Mstep: Class 24 contains 8594 members 
Mstep: Class 25 contains 293 members 
Mstep: Class 26 contains 83190 members 
Mstep: Class 27 contains 385 members 
Mstep: Class 28 contains 524 members 
Entering Unmasked Estep 
Score: -154624464.000000 Penalty: 97617.203125
Splitting cluster 25 changes total score from -154625904.000000 to -154624464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (83190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83190 members 
Entering Unmasked Estep 
Score: -10500309.000000 Penalty: 2809.562744
	Iteration 0F: 2 clusters Score -1.050031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -10444697.000000 Penalty: 5619.125488
	Iteration 0F: 3 clusters Score -1.04447e+07 nChanged 39043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -10466889.000000 Penalty: 5619.125488
	Iteration 1F: 3 clusters Score -1.046689e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -10467607.000000 Penalty: 5619.125488
	Iteration 2Q: 3 clusters Score -1.046761e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -10468396.000000 Penalty: 5619.125488
	Iteration 3Q: 3 clusters Score -1.04684e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -10469240.000000 Penalty: 5619.125488
	Iteration 4Q: 3 clusters Score -1.046924e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -10470134.000000 Penalty: 5619.125488
	Iteration 5Q: 3 clusters Score -1.047013e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -10471280.000000 Penalty: 5619.125488
	Iteration 6Q: 3 clusters Score -1.047128e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -10472684.000000 Penalty: 5619.125488
	Iteration 7Q: 3 clusters Score -1.047268e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -10474596.000000 Penalty: 5619.125488
	Iteration 8Q: 3 clusters Score -1.04746e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 55901 members 
Entering Unmasked Estep 
Score: -10477066.000000 Penalty: 5619.125488
	Iteration 9Q: 3 clusters Score -1.047707e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 59863 members 
Entering Unmasked Estep 
Score: -10480161.000000 Penalty: 5619.125488
	Iteration 10F: 3 clusters Score -1.048016e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 64126 members 
Entering Unmasked Estep 
Score: -10483595.000000 Penalty: 5619.125488
	Iteration 11F: 3 clusters Score -1.04836e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 68194 members 
Entering Unmasked Estep 
Score: -10486905.000000 Penalty: 5619.125488
	Iteration 12F: 3 clusters Score -1.04869e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 71970 members 
Entering Unmasked Estep 
Score: -10490101.000000 Penalty: 5619.125488
	Iteration 13Q: 3 clusters Score -1.04901e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 75064 members 
Entering Unmasked Estep 
Score: -10492530.000000 Penalty: 5619.125488
	Iteration 14Q: 3 clusters Score -1.049253e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 77339 members 
Entering Unmasked Estep 
Score: -10494250.000000 Penalty: 5619.125488
	Iteration 15Q: 3 clusters Score -1.049425e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -10495469.000000 Penalty: 5619.125488
	Iteration 16Q: 3 clusters Score -1.049547e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 80223 members 
Entering Unmasked Estep 
Score: -10496305.000000 Penalty: 5619.125488
	Iteration 17Q: 3 clusters Score -1.04963e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 81014 members 
Entering Unmasked Estep 
Score: -10496806.000000 Penalty: 5619.125488
	Iteration 18Q: 3 clusters Score -1.049681e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 81531 members 
Entering Unmasked Estep 
Score: -10497095.000000 Penalty: 5619.125488
	Iteration 19Q: 3 clusters Score -1.04971e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 81865 members 
Entering Unmasked Estep 
Score: -10497312.000000 Penalty: 5619.125488
	Iteration 20F: 3 clusters Score -1.049731e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 82081 members 
Entering Unmasked Estep 
Score: -10497443.000000 Penalty: 5619.125488
	Iteration 21Q: 3 clusters Score -1.049744e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 82215 members 
Entering Unmasked Estep 
Score: -10497548.000000 Penalty: 5619.125488
	Iteration 22Q: 3 clusters Score -1.049755e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 82319 members 
Entering Unmasked Estep 
Score: -10497609.000000 Penalty: 5619.125488
	Iteration 23Q: 3 clusters Score -1.049761e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 82395 members 
Entering Unmasked Estep 
Score: -10497693.000000 Penalty: 5619.125488
	Iteration 24Q: 3 clusters Score -1.049769e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 82445 members 
Entering Unmasked Estep 
Score: -10497724.000000 Penalty: 5619.125488
	Iteration 25Q: 3 clusters Score -1.049772e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 82493 members 
Entering Unmasked Estep 
Score: -10497769.000000 Penalty: 5619.125488
	Iteration 26Q: 3 clusters Score -1.049777e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 82518 members 
Entering Unmasked Estep 
Score: -10497804.000000 Penalty: 5619.125488
	Iteration 27Q: 3 clusters Score -1.04978e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 82547 members 
Entering Unmasked Estep 
Score: -10497833.000000 Penalty: 5619.125488
	Iteration 28Q: 3 clusters Score -1.049783e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 82570 members 
Entering Unmasked Estep 
Score: -10497856.000000 Penalty: 5619.125488
	Iteration 29Q: 3 clusters Score -1.049786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 82579 members 
Entering Unmasked Estep 
Score: -10497862.000000 Penalty: 5619.125488
	Iteration 30Q: 3 clusters Score -1.049786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 82586 members 
Entering Unmasked Estep 
Score: -10497883.000000 Penalty: 5619.125488
	Iteration 31Q: 3 clusters Score -1.049788e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 82592 members 
Entering Unmasked Estep 
Score: -10497881.000000 Penalty: 5619.125488
	Iteration 32Q: 3 clusters Score -1.049788e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 82591 members 
Entering Unmasked Estep 
Score: -10497883.000000 Penalty: 5619.125488
	Iteration 33Q: 3 clusters Score -1.049788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 82593 members 
Entering Unmasked Estep 
Score: -10497883.000000 Penalty: 5619.125488
	Iteration 34Q: 3 clusters Score -1.049788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 82594 members 
Entering Unmasked Estep 
Score: -10497888.000000 Penalty: 5619.125488
	Iteration 35Q: 3 clusters Score -1.049789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 82597 members 
Entering Unmasked Estep 
Score: -10497893.000000 Penalty: 5619.125488
	Iteration 36Q: 3 clusters Score -1.049789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 82599 members 
Entering Unmasked Estep 
Score: -10497891.000000 Penalty: 5619.125488
	Iteration 37Q: 3 clusters Score -1.049789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 82601 members 
Entering Unmasked Estep 
Score: -10497901.000000 Penalty: 5619.125488
	Iteration 38Q: 3 clusters Score -1.04979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 82605 members 
Entering Unmasked Estep 
Score: -10497896.000000 Penalty: 5619.125488
	Iteration 39Q: 3 clusters Score -1.04979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 82608 members 
Entering Unmasked Estep 
Score: -10497901.000000 Penalty: 5619.125488
	Iteration 40F: 3 clusters Score -1.04979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 82613 members 
Entering Unmasked Estep 
Score: -10497914.000000 Penalty: 5619.125488
	Iteration 41Q: 3 clusters Score -1.049791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 82616 members 
Entering Unmasked Estep 
Score: -10497912.000000 Penalty: 5619.125488
	Iteration 42Q: 3 clusters Score -1.049791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 82616 members 
Entering Unmasked Estep 
Score: -10497922.000000 Penalty: 5619.125488
	Iteration 43Q: 3 clusters Score -1.049792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 82618 members 
Entering Unmasked Estep 
Score: -10497923.000000 Penalty: 5619.125488
	Iteration 44Q: 3 clusters Score -1.049792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 82620 members 
Entering Unmasked Estep 
Score: -10497924.000000 Penalty: 5619.125488
	Iteration 45Q: 3 clusters Score -1.049792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 82620 members 
Entering Unmasked Estep 
Score: -10497924.000000 Penalty: 5619.125488
	Iteration 46F: 3 clusters Score -1.049792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -38474.781250 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -38474.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37222.144531 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -37222.14 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37556.156250 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -37556.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -37650.574219 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -37650.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -37708.390625 Penalty: 2952.808594
	Iteration 3Q: 3 clusters Score -37708.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37727.500000 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -37727.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -37748.070312 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -37748.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -37753.214844 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -37753.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -37771.570312 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -37771.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -37779.664062 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -37779.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -37784.187500 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -37784.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -37784.187500 Penalty: 2952.808594
	Iteration 10F: 3 clusters Score -37784.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287373 members 
Mstep: Class 2 contains 56150 members 
Mstep: Class 3 contains 18529 members 
Mstep: Class 4 contains 276194 members 
Mstep: Class 5 contains 9933 members 
Mstep: Class 6 contains 22129 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106009 members 
Mstep: Class 9 contains 31938 members 
Mstep: Class 10 contains 77024 members 
Mstep: Class 11 contains 20692 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22271 members 
Mstep: Class 14 contains 25037 members 
Mstep: Class 15 contains 167392 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12331 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 14358 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10161 members 
Mstep: Class 24 contains 8594 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83190 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625952.000000 Penalty: 94130.875000
Iteration 439Q: 28 clusters Score -1.54626e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287346 members 
Mstep: Class 2 contains 56145 members 
Mstep: Class 3 contains 18540 members 
Mstep: Class 4 contains 276230 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 22127 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 106002 members 
Mstep: Class 9 contains 31938 members 
Mstep: Class 10 contains 77033 members 
Mstep: Class 11 contains 20687 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22271 members 
Mstep: Class 14 contains 25040 members 
Mstep: Class 15 contains 167468 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12330 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 14359 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10122 members 
Mstep: Class 24 contains 8594 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83141 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626128.000000 Penalty: 94130.875000
Iteration 440F: 28 clusters Score -1.546261e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287315 members 
Mstep: Class 2 contains 56137 members 
Mstep: Class 3 contains 18540 members 
Mstep: Class 4 contains 276265 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 22128 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 105989 members 
Mstep: Class 9 contains 31940 members 
Mstep: Class 10 contains 77044 members 
Mstep: Class 11 contains 20687 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 22270 members 
Mstep: Class 14 contains 25042 members 
Mstep: Class 15 contains 167541 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12332 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 14360 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10083 members 
Mstep: Class 24 contains 8594 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83109 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626272.000000 Penalty: 94130.875000
Iteration 441Q: 28 clusters Score -1.546263e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287296 members 
Mstep: Class 2 contains 56129 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 4 contains 276285 members 
Mstep: Class 5 contains 9930 members 
Mstep: Class 6 contains 22127 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 105976 members 
Mstep: Class 9 contains 31939 members 
Mstep: Class 10 contains 77059 members 
Mstep: Class 11 contains 20678 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 22270 members 
Mstep: Class 14 contains 25043 members 
Mstep: Class 15 contains 167593 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12346 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 14360 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10037 members 
Mstep: Class 24 contains 8594 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83099 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626080.000000 Penalty: 94130.875000
Iteration 442Q: 28 clusters Score -1.546261e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287280 members 
Mstep: Class 2 contains 56126 members 
Mstep: Class 3 contains 18549 members 
Mstep: Class 4 contains 276316 members 
Mstep: Class 5 contains 9928 members 
Mstep: Class 6 contains 22121 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 105954 members 
Mstep: Class 9 contains 31942 members 
Mstep: Class 10 contains 77073 members 
Mstep: Class 11 contains 20671 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 22270 members 
Mstep: Class 14 contains 25044 members 
Mstep: Class 15 contains 167653 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12354 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 14359 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 10011 members 
Mstep: Class 24 contains 8593 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83064 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626160.000000 Penalty: 94130.875000
Iteration 443Q: 28 clusters Score -1.546262e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287257 members 
Mstep: Class 2 contains 56117 members 
Mstep: Class 3 contains 18554 members 
Mstep: Class 4 contains 276352 members 
Mstep: Class 5 contains 9929 members 
Mstep: Class 6 contains 22122 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 105940 members 
Mstep: Class 9 contains 31943 members 
Mstep: Class 10 contains 77083 members 
Mstep: Class 11 contains 20666 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 22269 members 
Mstep: Class 14 contains 25043 members 
Mstep: Class 15 contains 167698 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12362 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 9982 members 
Mstep: Class 24 contains 8593 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83039 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626032.000000 Penalty: 94130.875000
Iteration 444Q: 28 clusters Score -1.54626e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287248 members 
Mstep: Class 2 contains 56113 members 
Mstep: Class 3 contains 18553 members 
Mstep: Class 4 contains 276396 members 
Mstep: Class 5 contains 9929 members 
Mstep: Class 6 contains 22123 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105938 members 
Mstep: Class 9 contains 31943 members 
Mstep: Class 10 contains 77091 members 
Mstep: Class 11 contains 20662 members 
Mstep: Class 12 contains 4177 members 
Mstep: Class 13 contains 22266 members 
Mstep: Class 14 contains 25045 members 
Mstep: Class 15 contains 167719 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12363 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 8593 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 83019 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626080.000000 Penalty: 94130.875000
Iteration 445Q: 28 clusters Score -1.546261e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287217 members 
Mstep: Class 2 contains 56101 members 
Mstep: Class 3 contains 18562 members 
Mstep: Class 4 contains 276439 members 
Mstep: Class 5 contains 9927 members 
Mstep: Class 6 contains 22123 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105942 members 
Mstep: Class 9 contains 31941 members 
Mstep: Class 10 contains 77100 members 
Mstep: Class 11 contains 20656 members 
Mstep: Class 12 contains 4177 members 
Mstep: Class 13 contains 22266 members 
Mstep: Class 14 contains 25046 members 
Mstep: Class 15 contains 167753 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12373 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3621 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 9919 members 
Mstep: Class 24 contains 8593 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82992 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625936.000000 Penalty: 94130.875000
Iteration 446Q: 28 clusters Score -1.546259e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287223 members 
Mstep: Class 2 contains 56079 members 
Mstep: Class 3 contains 18563 members 
Mstep: Class 4 contains 276454 members 
Mstep: Class 5 contains 9929 members 
Mstep: Class 6 contains 22121 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105942 members 
Mstep: Class 9 contains 31940 members 
Mstep: Class 10 contains 77113 members 
Mstep: Class 11 contains 20653 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 22265 members 
Mstep: Class 14 contains 25045 members 
Mstep: Class 15 contains 167796 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3621 members 
Mstep: Class 20 contains 14365 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 9881 members 
Mstep: Class 24 contains 8593 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82970 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626048.000000 Penalty: 94130.875000
Iteration 447Q: 28 clusters Score -1.54626e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287232 members 
Mstep: Class 2 contains 56071 members 
Mstep: Class 3 contains 18564 members 
Mstep: Class 4 contains 276481 members 
Mstep: Class 5 contains 9930 members 
Mstep: Class 6 contains 22117 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105944 members 
Mstep: Class 9 contains 31941 members 
Mstep: Class 10 contains 77118 members 
Mstep: Class 11 contains 20652 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 22264 members 
Mstep: Class 14 contains 25045 members 
Mstep: Class 15 contains 167824 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12390 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3621 members 
Mstep: Class 20 contains 14365 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 9842 members 
Mstep: Class 24 contains 8593 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82940 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625920.000000 Penalty: 94130.875000
Iteration 448Q: 28 clusters Score -1.546259e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287220 members 
Mstep: Class 2 contains 56071 members 
Mstep: Class 3 contains 18566 members 
Mstep: Class 4 contains 276480 members 
Mstep: Class 5 contains 9930 members 
Mstep: Class 6 contains 22117 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105953 members 
Mstep: Class 9 contains 31944 members 
Mstep: Class 10 contains 77125 members 
Mstep: Class 11 contains 20651 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 22264 members 
Mstep: Class 14 contains 25047 members 
Mstep: Class 15 contains 167867 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12388 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3621 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 9811 members 
Mstep: Class 24 contains 8593 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82922 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625792.000000 Penalty: 94130.875000
Iteration 449Q: 28 clusters Score -1.546258e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287188 members 
Mstep: Class 2 contains 56061 members 
Mstep: Class 3 contains 18569 members 
Mstep: Class 4 contains 276494 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 22118 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105962 members 
Mstep: Class 9 contains 31945 members 
Mstep: Class 10 contains 77136 members 
Mstep: Class 11 contains 20647 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 22264 members 
Mstep: Class 14 contains 25048 members 
Mstep: Class 15 contains 167934 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12385 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3621 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 9774 members 
Mstep: Class 24 contains 8592 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82902 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625744.000000 Penalty: 94130.875000
Iteration 450Q: 28 clusters Score -1.546257e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287172 members 
Mstep: Class 2 contains 56048 members 
Mstep: Class 3 contains 18573 members 
Mstep: Class 4 contains 276481 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 22117 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105972 members 
Mstep: Class 9 contains 31946 members 
Mstep: Class 10 contains 77146 members 
Mstep: Class 11 contains 20638 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 22264 members 
Mstep: Class 14 contains 25047 members 
Mstep: Class 15 contains 167992 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12393 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 9737 members 
Mstep: Class 24 contains 8590 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82900 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625696.000000 Penalty: 94130.875000
Iteration 451Q: 28 clusters Score -1.546257e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287150 members 
Mstep: Class 2 contains 56034 members 
Mstep: Class 3 contains 18578 members 
Mstep: Class 4 contains 276482 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 22116 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105978 members 
Mstep: Class 9 contains 31946 members 
Mstep: Class 10 contains 77153 members 
Mstep: Class 11 contains 20635 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 22265 members 
Mstep: Class 14 contains 25047 members 
Mstep: Class 15 contains 168039 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12399 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 9717 members 
Mstep: Class 24 contains 8589 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82888 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625776.000000 Penalty: 94130.875000
Iteration 452Q: 28 clusters Score -1.546258e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287127 members 
Mstep: Class 2 contains 56026 members 
Mstep: Class 3 contains 18580 members 
Mstep: Class 4 contains 276487 members 
Mstep: Class 5 contains 9930 members 
Mstep: Class 6 contains 22116 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105981 members 
Mstep: Class 9 contains 31945 members 
Mstep: Class 10 contains 77158 members 
Mstep: Class 11 contains 20634 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 22265 members 
Mstep: Class 14 contains 25048 members 
Mstep: Class 15 contains 168078 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12403 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 14361 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 9706 members 
Mstep: Class 24 contains 8589 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82877 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625840.000000 Penalty: 94130.875000
Iteration 453Q: 28 clusters Score -1.546258e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287103 members 
Mstep: Class 2 contains 56015 members 
Mstep: Class 3 contains 18578 members 
Mstep: Class 4 contains 276514 members 
Mstep: Class 5 contains 9929 members 
Mstep: Class 6 contains 22116 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105993 members 
Mstep: Class 9 contains 31946 members 
Mstep: Class 10 contains 77163 members 
Mstep: Class 11 contains 20631 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 22266 members 
Mstep: Class 14 contains 25049 members 
Mstep: Class 15 contains 168083 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12416 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 14360 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 9696 members 
Mstep: Class 24 contains 8589 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82861 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625920.000000 Penalty: 94130.875000
Iteration 454Q: 28 clusters Score -1.546259e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287070 members 
Mstep: Class 2 contains 56001 members 
Mstep: Class 3 contains 18576 members 
Mstep: Class 4 contains 276569 members 
Mstep: Class 5 contains 9928 members 
Mstep: Class 6 contains 22116 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105997 members 
Mstep: Class 9 contains 31946 members 
Mstep: Class 10 contains 77168 members 
Mstep: Class 11 contains 20635 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 22267 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 168099 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12427 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 14361 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 9686 members 
Mstep: Class 24 contains 8589 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82824 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625920.000000 Penalty: 94130.875000
Iteration 455Q: 28 clusters Score -1.546259e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287029 members 
Mstep: Class 2 contains 55994 members 
Mstep: Class 3 contains 18579 members 
Mstep: Class 4 contains 276622 members 
Mstep: Class 5 contains 9926 members 
Mstep: Class 6 contains 22117 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 106003 members 
Mstep: Class 9 contains 31945 members 
Mstep: Class 10 contains 77177 members 
Mstep: Class 11 contains 20631 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 22267 members 
Mstep: Class 14 contains 25049 members 
Mstep: Class 15 contains 168117 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12434 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 9671 members 
Mstep: Class 24 contains 8589 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82794 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626064.000000 Penalty: 94130.875000
Iteration 456Q: 28 clusters Score -1.546261e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286988 members 
Mstep: Class 2 contains 55986 members 
Mstep: Class 3 contains 18575 members 
Mstep: Class 4 contains 276700 members 
Mstep: Class 5 contains 9927 members 
Mstep: Class 6 contains 22114 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 106009 members 
Mstep: Class 9 contains 31943 members 
Mstep: Class 10 contains 77179 members 
Mstep: Class 11 contains 20637 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 22268 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 168118 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12432 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 9661 members 
Mstep: Class 24 contains 8589 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82768 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626080.000000 Penalty: 94130.875000
Iteration 457Q: 28 clusters Score -1.546261e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286972 members 
Mstep: Class 2 contains 55979 members 
Mstep: Class 3 contains 18568 members 
Mstep: Class 4 contains 276752 members 
Mstep: Class 5 contains 9928 members 
Mstep: Class 6 contains 22115 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 106009 members 
Mstep: Class 9 contains 31942 members 
Mstep: Class 10 contains 77188 members 
Mstep: Class 11 contains 20635 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 22269 members 
Mstep: Class 14 contains 25049 members 
Mstep: Class 15 contains 168121 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12442 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 9649 members 
Mstep: Class 24 contains 8589 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82738 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625968.000000 Penalty: 94130.875000
Iteration 458Q: 28 clusters Score -1.54626e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286946 members 
Mstep: Class 2 contains 55969 members 
Mstep: Class 3 contains 18569 members 
Mstep: Class 4 contains 276799 members 
Mstep: Class 5 contains 9928 members 
Mstep: Class 6 contains 22117 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 106002 members 
Mstep: Class 9 contains 31943 members 
Mstep: Class 10 contains 77194 members 
Mstep: Class 11 contains 20636 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 22269 members 
Mstep: Class 14 contains 25047 members 
Mstep: Class 15 contains 168132 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12444 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 9645 members 
Mstep: Class 24 contains 8590 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82716 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625888.000000 Penalty: 94130.875000
Iteration 459Q: 28 clusters Score -1.546259e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286890 members 
Mstep: Class 2 contains 55960 members 
Mstep: Class 3 contains 18570 members 
Mstep: Class 4 contains 276875 members 
Mstep: Class 5 contains 9928 members 
Mstep: Class 6 contains 22117 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105999 members 
Mstep: Class 9 contains 31944 members 
Mstep: Class 10 contains 77201 members 
Mstep: Class 11 contains 20634 members 
Mstep: Class 12 contains 4175 members 
Mstep: Class 13 contains 22269 members 
Mstep: Class 14 contains 25046 members 
Mstep: Class 15 contains 168149 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12442 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14366 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9635 members 
Mstep: Class 24 contains 8590 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82697 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626016.000000 Penalty: 94130.875000
Iteration 460F: 28 clusters Score -1.54626e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286830 members 
Mstep: Class 2 contains 55953 members 
Mstep: Class 3 contains 18571 members 
Mstep: Class 4 contains 276952 members 
Mstep: Class 5 contains 9929 members 
Mstep: Class 6 contains 22115 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 106007 members 
Mstep: Class 9 contains 31946 members 
Mstep: Class 10 contains 77203 members 
Mstep: Class 11 contains 20635 members 
Mstep: Class 12 contains 4175 members 
Mstep: Class 13 contains 22269 members 
Mstep: Class 14 contains 25046 members 
Mstep: Class 15 contains 168166 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12446 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14367 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9606 members 
Mstep: Class 24 contains 8591 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82680 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626208.000000 Penalty: 94130.875000
Iteration 461Q: 28 clusters Score -1.546262e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286768 members 
Mstep: Class 2 contains 55948 members 
Mstep: Class 3 contains 18569 members 
Mstep: Class 4 contains 277013 members 
Mstep: Class 5 contains 9927 members 
Mstep: Class 6 contains 22115 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 106000 members 
Mstep: Class 9 contains 31945 members 
Mstep: Class 10 contains 77212 members 
Mstep: Class 11 contains 20636 members 
Mstep: Class 12 contains 4175 members 
Mstep: Class 13 contains 22269 members 
Mstep: Class 14 contains 25046 members 
Mstep: Class 15 contains 168195 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12451 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14370 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9585 members 
Mstep: Class 24 contains 8591 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82672 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626112.000000 Penalty: 94130.875000
Iteration 462Q: 28 clusters Score -1.546261e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286737 members 
Mstep: Class 2 contains 55938 members 
Mstep: Class 3 contains 18568 members 
Mstep: Class 4 contains 277049 members 
Mstep: Class 5 contains 9928 members 
Mstep: Class 6 contains 22117 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105993 members 
Mstep: Class 9 contains 31943 members 
Mstep: Class 10 contains 77223 members 
Mstep: Class 11 contains 20636 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 22269 members 
Mstep: Class 14 contains 25045 members 
Mstep: Class 15 contains 168227 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12455 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 14370 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9565 members 
Mstep: Class 24 contains 8591 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82656 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626000.000000 Penalty: 94130.875000
Iteration 463Q: 28 clusters Score -1.54626e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286706 members 
Mstep: Class 2 contains 55931 members 
Mstep: Class 3 contains 18569 members 
Mstep: Class 4 contains 277064 members 
Mstep: Class 5 contains 9930 members 
Mstep: Class 6 contains 22118 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105996 members 
Mstep: Class 9 contains 31941 members 
Mstep: Class 10 contains 77228 members 
Mstep: Class 11 contains 20636 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 22268 members 
Mstep: Class 14 contains 25046 members 
Mstep: Class 15 contains 168261 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12460 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 14371 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9549 members 
Mstep: Class 24 contains 8591 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82645 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626176.000000 Penalty: 94130.875000
Iteration 464Q: 28 clusters Score -1.546262e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286673 members 
Mstep: Class 2 contains 55922 members 
Mstep: Class 3 contains 18572 members 
Mstep: Class 4 contains 277094 members 
Mstep: Class 5 contains 9931 members 
Mstep: Class 6 contains 22119 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105991 members 
Mstep: Class 9 contains 31941 members 
Mstep: Class 10 contains 77233 members 
Mstep: Class 11 contains 20637 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 22270 members 
Mstep: Class 14 contains 25045 members 
Mstep: Class 15 contains 168306 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12456 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14371 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9536 members 
Mstep: Class 24 contains 8591 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82621 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626160.000000 Penalty: 94130.875000
Iteration 465Q: 28 clusters Score -1.546262e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286649 members 
Mstep: Class 2 contains 55912 members 
Mstep: Class 3 contains 18572 members 
Mstep: Class 4 contains 277145 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 22119 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105989 members 
Mstep: Class 9 contains 31946 members 
Mstep: Class 10 contains 77241 members 
Mstep: Class 11 contains 20631 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 22270 members 
Mstep: Class 14 contains 25045 members 
Mstep: Class 15 contains 168331 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12459 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14371 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9522 members 
Mstep: Class 24 contains 8591 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82584 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626064.000000 Penalty: 94130.875000
Iteration 466Q: 28 clusters Score -1.546261e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286619 members 
Mstep: Class 2 contains 55905 members 
Mstep: Class 3 contains 18577 members 
Mstep: Class 4 contains 277183 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 22121 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105990 members 
Mstep: Class 9 contains 31945 members 
Mstep: Class 10 contains 77249 members 
Mstep: Class 11 contains 20626 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 22270 members 
Mstep: Class 14 contains 25045 members 
Mstep: Class 15 contains 168380 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12462 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14371 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9503 members 
Mstep: Class 24 contains 8591 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82539 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626096.000000 Penalty: 94130.875000
Iteration 467Q: 28 clusters Score -1.546261e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286587 members 
Mstep: Class 2 contains 55888 members 
Mstep: Class 3 contains 18577 members 
Mstep: Class 4 contains 277239 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 22120 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105982 members 
Mstep: Class 9 contains 31944 members 
Mstep: Class 10 contains 77257 members 
Mstep: Class 11 contains 20621 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 22271 members 
Mstep: Class 14 contains 25045 members 
Mstep: Class 15 contains 168424 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12472 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14370 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9476 members 
Mstep: Class 24 contains 8591 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82512 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626352.000000 Penalty: 94130.875000
Iteration 468Q: 28 clusters Score -1.546264e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286574 members 
Mstep: Class 2 contains 55886 members 
Mstep: Class 3 contains 18578 members 
Mstep: Class 4 contains 277284 members 
Mstep: Class 5 contains 9931 members 
Mstep: Class 6 contains 22118 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105977 members 
Mstep: Class 9 contains 31948 members 
Mstep: Class 10 contains 77263 members 
Mstep: Class 11 contains 20615 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 22270 members 
Mstep: Class 14 contains 25047 members 
Mstep: Class 15 contains 168445 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12480 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9440 members 
Mstep: Class 24 contains 8592 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82491 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626432.000000 Penalty: 94130.875000
Iteration 469Q: 28 clusters Score -1.546264e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286556 members 
Mstep: Class 2 contains 55885 members 
Mstep: Class 3 contains 18574 members 
Mstep: Class 4 contains 277315 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 22118 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105977 members 
Mstep: Class 9 contains 31950 members 
Mstep: Class 10 contains 77274 members 
Mstep: Class 11 contains 20615 members 
Mstep: Class 12 contains 4177 members 
Mstep: Class 13 contains 22271 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 168477 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12486 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14368 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9404 members 
Mstep: Class 24 contains 8592 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82463 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626480.000000 Penalty: 94130.875000
Iteration 470Q: 28 clusters Score -1.546265e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286561 members 
Mstep: Class 2 contains 55883 members 
Mstep: Class 3 contains 18576 members 
Mstep: Class 4 contains 277313 members 
Mstep: Class 5 contains 9931 members 
Mstep: Class 6 contains 22114 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105977 members 
Mstep: Class 9 contains 31954 members 
Mstep: Class 10 contains 77280 members 
Mstep: Class 11 contains 20617 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 22271 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 168508 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12491 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14368 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9369 members 
Mstep: Class 24 contains 8593 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82449 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626368.000000 Penalty: 94130.875000
Iteration 471Q: 28 clusters Score -1.546264e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286558 members 
Mstep: Class 2 contains 55878 members 
Mstep: Class 3 contains 18580 members 
Mstep: Class 4 contains 277331 members 
Mstep: Class 5 contains 9929 members 
Mstep: Class 6 contains 22113 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105971 members 
Mstep: Class 9 contains 31957 members 
Mstep: Class 10 contains 77285 members 
Mstep: Class 11 contains 20613 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 22271 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 168573 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12490 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 14366 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9328 members 
Mstep: Class 24 contains 8593 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82417 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626240.000000 Penalty: 94130.875000
Iteration 472Q: 28 clusters Score -1.546262e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286542 members 
Mstep: Class 2 contains 55866 members 
Mstep: Class 3 contains 18583 members 
Mstep: Class 4 contains 277369 members 
Mstep: Class 5 contains 9926 members 
Mstep: Class 6 contains 22112 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105967 members 
Mstep: Class 9 contains 31958 members 
Mstep: Class 10 contains 77288 members 
Mstep: Class 11 contains 20611 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 22273 members 
Mstep: Class 14 contains 25051 members 
Mstep: Class 15 contains 168634 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12486 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 14367 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9280 members 
Mstep: Class 24 contains 8593 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82397 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626304.000000 Penalty: 94130.875000
Iteration 473Q: 28 clusters Score -1.546263e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286530 members 
Mstep: Class 2 contains 55858 members 
Mstep: Class 3 contains 18584 members 
Mstep: Class 4 contains 277393 members 
Mstep: Class 5 contains 9924 members 
Mstep: Class 6 contains 22109 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105961 members 
Mstep: Class 9 contains 31961 members 
Mstep: Class 10 contains 77294 members 
Mstep: Class 11 contains 20607 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 22275 members 
Mstep: Class 14 contains 25051 members 
Mstep: Class 15 contains 168689 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12483 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 14367 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9252 members 
Mstep: Class 24 contains 8594 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82371 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626160.000000 Penalty: 94130.875000
Iteration 474Q: 28 clusters Score -1.546262e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286515 members 
Mstep: Class 2 contains 55851 members 
Mstep: Class 3 contains 18590 members 
Mstep: Class 4 contains 277434 members 
Mstep: Class 5 contains 9924 members 
Mstep: Class 6 contains 22109 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105951 members 
Mstep: Class 9 contains 31961 members 
Mstep: Class 10 contains 77299 members 
Mstep: Class 11 contains 20607 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 22275 members 
Mstep: Class 14 contains 25051 members 
Mstep: Class 15 contains 168729 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12479 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 14366 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9214 members 
Mstep: Class 24 contains 8594 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82355 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626304.000000 Penalty: 94130.875000
Iteration 475Q: 28 clusters Score -1.546263e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286508 members 
Mstep: Class 2 contains 55842 members 
Mstep: Class 3 contains 18593 members 
Mstep: Class 4 contains 277474 members 
Mstep: Class 5 contains 9924 members 
Mstep: Class 6 contains 22108 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105934 members 
Mstep: Class 9 contains 31961 members 
Mstep: Class 10 contains 77306 members 
Mstep: Class 11 contains 20604 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 22275 members 
Mstep: Class 14 contains 25051 members 
Mstep: Class 15 contains 168772 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12477 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9189 members 
Mstep: Class 24 contains 8594 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82325 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626528.000000 Penalty: 94130.875000
Iteration 476Q: 28 clusters Score -1.546265e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286497 members 
Mstep: Class 2 contains 55830 members 
Mstep: Class 3 contains 18594 members 
Mstep: Class 4 contains 277500 members 
Mstep: Class 5 contains 9923 members 
Mstep: Class 6 contains 22106 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105925 members 
Mstep: Class 9 contains 31962 members 
Mstep: Class 10 contains 77311 members 
Mstep: Class 11 contains 20612 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22275 members 
Mstep: Class 14 contains 25051 members 
Mstep: Class 15 contains 168800 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12477 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9164 members 
Mstep: Class 24 contains 8594 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82315 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626336.000000 Penalty: 94130.875000
Iteration 477Q: 28 clusters Score -1.546263e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286475 members 
Mstep: Class 2 contains 55820 members 
Mstep: Class 3 contains 18595 members 
Mstep: Class 4 contains 277515 members 
Mstep: Class 5 contains 9925 members 
Mstep: Class 6 contains 22104 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105917 members 
Mstep: Class 9 contains 31963 members 
Mstep: Class 10 contains 77315 members 
Mstep: Class 11 contains 20614 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22274 members 
Mstep: Class 14 contains 25051 members 
Mstep: Class 15 contains 168830 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12487 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14370 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9154 members 
Mstep: Class 24 contains 8594 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82302 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626400.000000 Penalty: 94130.875000
Iteration 478Q: 28 clusters Score -1.546264e+08 nChanged 488
Entering ConstructFrom: 
Score: -154626400.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (286464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286464 members 
Entering Unmasked Estep 
Score: -35537756.000000 Penalty: 3116.211182
	Iteration 0F: 2 clusters Score -3.553776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143317 members 
Mstep: Class 2 contains 143147 members 
Entering Unmasked Estep 
Score: -35355792.000000 Penalty: 6232.422363
	Iteration 0F: 3 clusters Score -3.535579e+07 nChanged 138972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144925 members 
Mstep: Class 2 contains 141539 members 
Entering Unmasked Estep 
Score: -35437884.000000 Penalty: 6232.422363
	Iteration 1F: 3 clusters Score -3.543788e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146198 members 
Mstep: Class 2 contains 140266 members 
Entering Unmasked Estep 
Score: -35438692.000000 Penalty: 6232.422363
	Iteration 2Q: 3 clusters Score -3.543869e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148257 members 
Mstep: Class 2 contains 138207 members 
Entering Unmasked Estep 
Score: -35439984.000000 Penalty: 6232.422363
	Iteration 3Q: 3 clusters Score -3.543998e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151380 members 
Mstep: Class 2 contains 135084 members 
Entering Unmasked Estep 
Score: -35441272.000000 Penalty: 6232.422363
	Iteration 4Q: 3 clusters Score -3.544127e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156200 members 
Mstep: Class 2 contains 130264 members 
Entering Unmasked Estep 
Score: -35443024.000000 Penalty: 6232.422363
	Iteration 5Q: 3 clusters Score -3.544302e+07 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163399 members 
Mstep: Class 2 contains 123065 members 
Entering Unmasked Estep 
Score: -35445864.000000 Penalty: 6232.422363
	Iteration 6Q: 3 clusters Score -3.544586e+07 nChanged 11927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173834 members 
Mstep: Class 2 contains 112630 members 
Entering Unmasked Estep 
Score: -35450872.000000 Penalty: 6232.422363
	Iteration 7Q: 3 clusters Score -3.545087e+07 nChanged 15768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188878 members 
Mstep: Class 2 contains 97586 members 
Entering Unmasked Estep 
Score: -35459440.000000 Penalty: 6232.422363
	Iteration 8F: 3 clusters Score -3.545944e+07 nChanged 20133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208655 members 
Mstep: Class 2 contains 77809 members 
Entering Unmasked Estep 
Score: -35472368.000000 Penalty: 6232.422363
	Iteration 9F: 3 clusters Score -3.547237e+07 nChanged 23125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231632 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -35489100.000000 Penalty: 6232.422363
	Iteration 10F: 3 clusters Score -3.54891e+07 nChanged 21769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253365 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -35506596.000000 Penalty: 6232.422363
	Iteration 11F: 3 clusters Score -3.55066e+07 nChanged 16302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269661 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -35520816.000000 Penalty: 6232.422363
	Iteration 12F: 3 clusters Score -3.552082e+07 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279244 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -35529384.000000 Penalty: 6232.422363
	Iteration 13Q: 3 clusters Score -3.552938e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283428 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -35532852.000000 Penalty: 6232.422363
	Iteration 14Q: 3 clusters Score -3.553285e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285101 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -35534252.000000 Penalty: 6232.422363
	Iteration 15Q: 3 clusters Score -3.553425e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285640 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -35534760.000000 Penalty: 6232.422363
	Iteration 16Q: 3 clusters Score -3.553476e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285823 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -35534968.000000 Penalty: 6232.422363
	Iteration 17Q: 3 clusters Score -3.553497e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285905 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -35535104.000000 Penalty: 6232.422363
	Iteration 18Q: 3 clusters Score -3.55351e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285941 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -35535156.000000 Penalty: 6232.422363
	Iteration 19Q: 3 clusters Score -3.553516e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285953 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -35535200.000000 Penalty: 6232.422363
	Iteration 20F: 3 clusters Score -3.55352e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285965 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -35535236.000000 Penalty: 6232.422363
	Iteration 21Q: 3 clusters Score -3.553524e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285975 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -35535224.000000 Penalty: 6232.422363
	Iteration 22Q: 3 clusters Score -3.553522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285983 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -35535244.000000 Penalty: 6232.422363
	Iteration 23Q: 3 clusters Score -3.553524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285989 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -35535248.000000 Penalty: 6232.422363
	Iteration 24Q: 3 clusters Score -3.553525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285992 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -35535252.000000 Penalty: 6232.422363
	Iteration 25Q: 3 clusters Score -3.553525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285995 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -35535240.000000 Penalty: 6232.422363
	Iteration 26Q: 3 clusters Score -3.553524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286000 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -35535240.000000 Penalty: 6232.422363
	Iteration 27Q: 3 clusters Score -3.553524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286002 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -35535236.000000 Penalty: 6232.422363
	Iteration 28Q: 3 clusters Score -3.553524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286003 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -35535244.000000 Penalty: 6232.422363
	Iteration 29Q: 3 clusters Score -3.553524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286004 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -35535244.000000 Penalty: 6232.422363
	Iteration 30Q: 3 clusters Score -3.553524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286005 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -35535228.000000 Penalty: 6232.422363
	Iteration 31Q: 3 clusters Score -3.553523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286007 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -35535232.000000 Penalty: 6232.422363
	Iteration 32Q: 3 clusters Score -3.553523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286007 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -35535232.000000 Penalty: 6232.422363
	Iteration 33Q: 3 clusters Score -3.553523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286009 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -35535236.000000 Penalty: 6232.422363
	Iteration 34Q: 3 clusters Score -3.553524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286011 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -35535232.000000 Penalty: 6232.422363
	Iteration 35Q: 3 clusters Score -3.553523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286010 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -35535240.000000 Penalty: 6232.422363
	Iteration 36Q: 3 clusters Score -3.553524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286010 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -35535240.000000 Penalty: 6232.422363
	Iteration 37F: 3 clusters Score -3.553524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (55809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55809 members 
Entering Unmasked Estep 
Score: -7014944.000000 Penalty: 2710.563232
	Iteration 0F: 2 clusters Score -7014944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -6977201.500000 Penalty: 5421.126465
	Iteration 0F: 3 clusters Score -6977202 nChanged 26128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -6991686.500000 Penalty: 5421.126465
	Iteration 1F: 3 clusters Score -6991686 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -6992388.000000 Penalty: 5421.126465
	Iteration 2Q: 3 clusters Score -6992388 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -6993134.000000 Penalty: 5421.126465
	Iteration 3Q: 3 clusters Score -6993134 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -6994011.500000 Penalty: 5421.126465
	Iteration 4Q: 3 clusters Score -6994012 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -6994995.000000 Penalty: 5421.126465
	Iteration 5Q: 3 clusters Score -6994995 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -6996238.000000 Penalty: 5421.126465
	Iteration 6Q: 3 clusters Score -6996238 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -6997858.000000 Penalty: 5421.126465
	Iteration 7Q: 3 clusters Score -6997858 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -6999731.500000 Penalty: 5421.126465
	Iteration 8F: 3 clusters Score -6999732 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -7001702.000000 Penalty: 5421.126465
	Iteration 9F: 3 clusters Score -7001702 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -7003602.000000 Penalty: 5421.126465
	Iteration 10Q: 3 clusters Score -7003602 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -7005289.000000 Penalty: 5421.126465
	Iteration 11Q: 3 clusters Score -7005289 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -7006702.000000 Penalty: 5421.126465
	Iteration 12Q: 3 clusters Score -7006702 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -7007753.500000 Penalty: 5421.126465
	Iteration 13Q: 3 clusters Score -7007754 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -7008716.500000 Penalty: 5421.126465
	Iteration 14Q: 3 clusters Score -7008716 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -7009589.000000 Penalty: 5421.126465
	Iteration 15Q: 3 clusters Score -7009589 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -7010282.500000 Penalty: 5421.126465
	Iteration 16Q: 3 clusters Score -7010282 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -7010901.000000 Penalty: 5421.126465
	Iteration 17Q: 3 clusters Score -7010901 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 53058 members 
Entering Unmasked Estep 
Score: -7011298.500000 Penalty: 5421.126465
	Iteration 18Q: 3 clusters Score -7011298 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
Score: -7011630.500000 Penalty: 5421.126465
	Iteration 19Q: 3 clusters Score -7011630 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -7011889.000000 Penalty: 5421.126465
	Iteration 20F: 3 clusters Score -7011889 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 54324 members 
Entering Unmasked Estep 
Score: -7012085.500000 Penalty: 5421.126465
	Iteration 21Q: 3 clusters Score -7012086 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 54551 members 
Entering Unmasked Estep 
Score: -7012224.500000 Penalty: 5421.126465
	Iteration 22Q: 3 clusters Score -7012224 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
Score: -7012309.000000 Penalty: 5421.126465
	Iteration 23Q: 3 clusters Score -7012309 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 54813 members 
Entering Unmasked Estep 
Score: -7012395.000000 Penalty: 5421.126465
	Iteration 24Q: 3 clusters Score -7012395 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 54909 members 
Entering Unmasked Estep 
Score: -7012469.500000 Penalty: 5421.126465
	Iteration 25Q: 3 clusters Score -7012470 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 54976 members 
Entering Unmasked Estep 
Score: -7012507.500000 Penalty: 5421.126465
	Iteration 26Q: 3 clusters Score -7012508 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 55024 members 
Entering Unmasked Estep 
Score: -7012540.000000 Penalty: 5421.126465
	Iteration 27Q: 3 clusters Score -7012540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 55043 members 
Entering Unmasked Estep 
Score: -7012568.000000 Penalty: 5421.126465
	Iteration 28Q: 3 clusters Score -7012568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 55071 members 
Entering Unmasked Estep 
Score: -7012605.500000 Penalty: 5421.126465
	Iteration 29Q: 3 clusters Score -7012606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 55085 members 
Entering Unmasked Estep 
Score: -7012611.000000 Penalty: 5421.126465
	Iteration 30Q: 3 clusters Score -7012611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 55102 members 
Entering Unmasked Estep 
Score: -7012619.500000 Penalty: 5421.126465
	Iteration 31Q: 3 clusters Score -7012620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 55114 members 
Entering Unmasked Estep 
Score: -7012629.000000 Penalty: 5421.126465
	Iteration 32Q: 3 clusters Score -7012629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 55127 members 
Entering Unmasked Estep 
Score: -7012638.500000 Penalty: 5421.126465
	Iteration 33Q: 3 clusters Score -7012638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -7012645.500000 Penalty: 5421.126465
	Iteration 34Q: 3 clusters Score -7012646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -7012650.500000 Penalty: 5421.126465
	Iteration 35Q: 3 clusters Score -7012650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -7012641.000000 Penalty: 5421.126465
	Iteration 36Q: 3 clusters Score -7012641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
Score: -7012640.000000 Penalty: 5421.126465
	Iteration 37Q: 3 clusters Score -7012640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
Score: -7012643.000000 Penalty: 5421.126465
	Iteration 38Q: 3 clusters Score -7012643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 55147 members 
Entering Unmasked Estep 
Score: -7012655.500000 Penalty: 5421.126465
	Iteration 39Q: 3 clusters Score -7012656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 55148 members 
Entering Unmasked Estep 
Score: -7012655.500000 Penalty: 5421.126465
	Iteration 40F: 3 clusters Score -7012656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -7012653.500000 Penalty: 5421.126465
	Iteration 41Q: 3 clusters Score -7012654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -7012656.500000 Penalty: 5421.126465
	Iteration 42Q: 3 clusters Score -7012656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -7012653.000000 Penalty: 5421.126465
	Iteration 43Q: 3 clusters Score -7012653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -7012655.000000 Penalty: 5421.126465
	Iteration 44Q: 3 clusters Score -7012655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -7012658.000000 Penalty: 5421.126465
	Iteration 45Q: 3 clusters Score -7012658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -7012660.000000 Penalty: 5421.126465
	Iteration 46Q: 3 clusters Score -7012660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -7012657.500000 Penalty: 5421.126465
	Iteration 47Q: 3 clusters Score -7012658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 55167 members 
Entering Unmasked Estep 
Score: -7012658.000000 Penalty: 5421.126465
	Iteration 48Q: 3 clusters Score -7012658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -7012652.500000 Penalty: 5421.126465
	Iteration 49Q: 3 clusters Score -7012652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -7012661.500000 Penalty: 5421.126465
	Iteration 50Q: 3 clusters Score -7012662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 55177 members 
Entering Unmasked Estep 
Score: -7012661.500000 Penalty: 5421.126465
	Iteration 51Q: 3 clusters Score -7012662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 55178 members 
Entering Unmasked Estep 
Score: -7012667.000000 Penalty: 5421.126465
	Iteration 52Q: 3 clusters Score -7012667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 55179 members 
Entering Unmasked Estep 
Score: -7012666.500000 Penalty: 5421.126465
	Iteration 53Q: 3 clusters Score -7012666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 55181 members 
Entering Unmasked Estep 
Score: -7012656.500000 Penalty: 5421.126465
	Iteration 54Q: 3 clusters Score -7012656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 55181 members 
Entering Unmasked Estep 
Score: -7012656.500000 Penalty: 5421.126465
	Iteration 55F: 3 clusters Score -7012656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Entering Unmasked Estep 
Score: -2330841.250000 Penalty: 2438.067383
	Iteration 0F: 2 clusters Score -2330841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2317652.500000 Penalty: 4876.134766
	Iteration 0F: 3 clusters Score -2317652 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2321986.750000 Penalty: 4876.134766
	Iteration 1F: 3 clusters Score -2321987 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2322385.500000 Penalty: 4876.134766
	Iteration 2F: 3 clusters Score -2322386 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2322707.500000 Penalty: 4876.134766
	Iteration 3Q: 3 clusters Score -2322708 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2323081.000000 Penalty: 4876.134766
	Iteration 4Q: 3 clusters Score -2323081 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2323546.750000 Penalty: 4876.134766
	Iteration 5F: 3 clusters Score -2323547 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2324154.750000 Penalty: 4876.134766
	Iteration 6F: 3 clusters Score -2324155 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2325020.250000 Penalty: 4876.134766
	Iteration 7F: 3 clusters Score -2325020 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2326114.000000 Penalty: 4876.134766
	Iteration 8F: 3 clusters Score -2326114 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2327137.250000 Penalty: 4876.134766
	Iteration 9F: 3 clusters Score -2327137 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2327822.000000 Penalty: 4876.134766
	Iteration 10Q: 3 clusters Score -2327822 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2328236.250000 Penalty: 4876.134766
	Iteration 11Q: 3 clusters Score -2328236 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2328476.750000 Penalty: 4876.134766
	Iteration 12Q: 3 clusters Score -2328477 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2328585.000000 Penalty: 4876.134766
	Iteration 13Q: 3 clusters Score -2328585 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2328632.750000 Penalty: 4876.134766
	Iteration 14Q: 3 clusters Score -2328633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2328657.500000 Penalty: 4876.134766
	Iteration 15Q: 3 clusters Score -2328658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2328677.000000 Penalty: 4876.134766
	Iteration 16Q: 3 clusters Score -2328677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2328695.750000 Penalty: 4876.134766
	Iteration 17Q: 3 clusters Score -2328696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2328713.750000 Penalty: 4876.134766
	Iteration 18Q: 3 clusters Score -2328714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -2328723.250000 Penalty: 4876.134766
	Iteration 19Q: 3 clusters Score -2328723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2328730.000000 Penalty: 4876.134766
	Iteration 20F: 3 clusters Score -2328730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2328735.500000 Penalty: 4876.134766
	Iteration 21Q: 3 clusters Score -2328736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2328741.500000 Penalty: 4876.134766
	Iteration 22Q: 3 clusters Score -2328742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2328750.250000 Penalty: 4876.134766
	Iteration 23Q: 3 clusters Score -2328750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2328753.750000 Penalty: 4876.134766
	Iteration 24Q: 3 clusters Score -2328754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2328750.500000 Penalty: 4876.134766
	Iteration 25Q: 3 clusters Score -2328750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2328750.500000 Penalty: 4876.134766
	Iteration 26F: 3 clusters Score -2328750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (277524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277524 members 
Entering Unmasked Estep 
Score: -34404920.000000 Penalty: 3108.348389
	Iteration 0F: 2 clusters Score -3.440492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138649 members 
Mstep: Class 2 contains 138875 members 
Entering Unmasked Estep 
Score: -34225876.000000 Penalty: 6216.696777
	Iteration 0F: 3 clusters Score -3.422588e+07 nChanged 134419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136480 members 
Mstep: Class 2 contains 141044 members 
Entering Unmasked Estep 
Score: -34306156.000000 Penalty: 6216.696777
	Iteration 1F: 3 clusters Score -3.430616e+07 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135914 members 
Mstep: Class 2 contains 141610 members 
Entering Unmasked Estep 
Score: -34308548.000000 Penalty: 6216.696777
	Iteration 2Q: 3 clusters Score -3.430855e+07 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135454 members 
Mstep: Class 2 contains 142070 members 
Entering Unmasked Estep 
Score: -34312224.000000 Penalty: 6216.696777
	Iteration 3Q: 3 clusters Score -3.431222e+07 nChanged 11871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135079 members 
Mstep: Class 2 contains 142445 members 
Entering Unmasked Estep 
Score: -34317248.000000 Penalty: 6216.696777
	Iteration 4Q: 3 clusters Score -3.431725e+07 nChanged 14045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135354 members 
Mstep: Class 2 contains 142170 members 
Entering Unmasked Estep 
Score: -34324624.000000 Penalty: 6216.696777
	Iteration 5F: 3 clusters Score -3.432462e+07 nChanged 16491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136617 members 
Mstep: Class 2 contains 140907 members 
Entering Unmasked Estep 
Score: -34335012.000000 Penalty: 6216.696777
	Iteration 6F: 3 clusters Score -3.433501e+07 nChanged 19063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138786 members 
Mstep: Class 2 contains 138738 members 
Entering Unmasked Estep 
Score: -34349408.000000 Penalty: 6216.696777
	Iteration 7F: 3 clusters Score -3.434941e+07 nChanged 19901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141663 members 
Mstep: Class 2 contains 135861 members 
Entering Unmasked Estep 
Score: -34364084.000000 Penalty: 6216.696777
	Iteration 8F: 3 clusters Score -3.436408e+07 nChanged 17114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144231 members 
Mstep: Class 2 contains 133293 members 
Entering Unmasked Estep 
Score: -34374064.000000 Penalty: 6216.696777
	Iteration 9F: 3 clusters Score -3.437406e+07 nChanged 11418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146187 members 
Mstep: Class 2 contains 131337 members 
Entering Unmasked Estep 
Score: -34378088.000000 Penalty: 6216.696777
	Iteration 10Q: 3 clusters Score -3.437809e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147666 members 
Mstep: Class 2 contains 129858 members 
Entering Unmasked Estep 
Score: -34380168.000000 Penalty: 6216.696777
	Iteration 11Q: 3 clusters Score -3.438017e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148940 members 
Mstep: Class 2 contains 128584 members 
Entering Unmasked Estep 
Score: -34381776.000000 Penalty: 6216.696777
	Iteration 12Q: 3 clusters Score -3.438178e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150114 members 
Mstep: Class 2 contains 127410 members 
Entering Unmasked Estep 
Score: -34383172.000000 Penalty: 6216.696777
	Iteration 13Q: 3 clusters Score -3.438317e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151237 members 
Mstep: Class 2 contains 126287 members 
Entering Unmasked Estep 
Score: -34384472.000000 Penalty: 6216.696777
	Iteration 14Q: 3 clusters Score -3.438447e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152325 members 
Mstep: Class 2 contains 125199 members 
Entering Unmasked Estep 
Score: -34385588.000000 Penalty: 6216.696777
	Iteration 15Q: 3 clusters Score -3.438559e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153298 members 
Mstep: Class 2 contains 124226 members 
Entering Unmasked Estep 
Score: -34386816.000000 Penalty: 6216.696777
	Iteration 16Q: 3 clusters Score -3.438682e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154155 members 
Mstep: Class 2 contains 123369 members 
Entering Unmasked Estep 
Score: -34387812.000000 Penalty: 6216.696777
	Iteration 17Q: 3 clusters Score -3.438781e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154889 members 
Mstep: Class 2 contains 122635 members 
Entering Unmasked Estep 
Score: -34388448.000000 Penalty: 6216.696777
	Iteration 18Q: 3 clusters Score -3.438845e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155502 members 
Mstep: Class 2 contains 122022 members 
Entering Unmasked Estep 
Score: -34389360.000000 Penalty: 6216.696777
	Iteration 19Q: 3 clusters Score -3.438936e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155961 members 
Mstep: Class 2 contains 121563 members 
Entering Unmasked Estep 
Score: -34390004.000000 Penalty: 6216.696777
	Iteration 20F: 3 clusters Score -3.439e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156302 members 
Mstep: Class 2 contains 121222 members 
Entering Unmasked Estep 
Score: -34390440.000000 Penalty: 6216.696777
	Iteration 21Q: 3 clusters Score -3.439044e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156623 members 
Mstep: Class 2 contains 120901 members 
Entering Unmasked Estep 
Score: -34390856.000000 Penalty: 6216.696777
	Iteration 22Q: 3 clusters Score -3.439086e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156854 members 
Mstep: Class 2 contains 120670 members 
Entering Unmasked Estep 
Score: -34391288.000000 Penalty: 6216.696777
	Iteration 23Q: 3 clusters Score -3.439129e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157068 members 
Mstep: Class 2 contains 120456 members 
Entering Unmasked Estep 
Score: -34391664.000000 Penalty: 6216.696777
	Iteration 24Q: 3 clusters Score -3.439166e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157129 members 
Mstep: Class 2 contains 120395 members 
Entering Unmasked Estep 
Score: -34391928.000000 Penalty: 6216.696777
	Iteration 25Q: 3 clusters Score -3.439193e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157100 members 
Mstep: Class 2 contains 120424 members 
Entering Unmasked Estep 
Score: -34392128.000000 Penalty: 6216.696777
	Iteration 26Q: 3 clusters Score -3.439213e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157081 members 
Mstep: Class 2 contains 120443 members 
Entering Unmasked Estep 
Score: -34392176.000000 Penalty: 6216.696777
	Iteration 27Q: 3 clusters Score -3.439218e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157027 members 
Mstep: Class 2 contains 120497 members 
Entering Unmasked Estep 
Score: -34392336.000000 Penalty: 6216.696777
	Iteration 28Q: 3 clusters Score -3.439234e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156997 members 
Mstep: Class 2 contains 120527 members 
Entering Unmasked Estep 
Score: -34392416.000000 Penalty: 6216.696777
	Iteration 29Q: 3 clusters Score -3.439242e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156945 members 
Mstep: Class 2 contains 120579 members 
Entering Unmasked Estep 
Score: -34392532.000000 Penalty: 6216.696777
	Iteration 30Q: 3 clusters Score -3.439253e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156840 members 
Mstep: Class 2 contains 120684 members 
Entering Unmasked Estep 
Score: -34392576.000000 Penalty: 6216.696777
	Iteration 31Q: 3 clusters Score -3.439258e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156717 members 
Mstep: Class 2 contains 120807 members 
Entering Unmasked Estep 
Score: -34392712.000000 Penalty: 6216.696777
	Iteration 32Q: 3 clusters Score -3.439271e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156618 members 
Mstep: Class 2 contains 120906 members 
Entering Unmasked Estep 
Score: -34392728.000000 Penalty: 6216.696777
	Iteration 33Q: 3 clusters Score -3.439273e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156521 members 
Mstep: Class 2 contains 121003 members 
Entering Unmasked Estep 
Score: -34392692.000000 Penalty: 6216.696777
	Iteration 34Q: 3 clusters Score -3.439269e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156398 members 
Mstep: Class 2 contains 121126 members 
Entering Unmasked Estep 
Score: -34392716.000000 Penalty: 6216.696777
	Iteration 35Q: 3 clusters Score -3.439272e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156294 members 
Mstep: Class 2 contains 121230 members 
Entering Unmasked Estep 
Score: -34392720.000000 Penalty: 6216.696777
	Iteration 36Q: 3 clusters Score -3.439272e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156211 members 
Mstep: Class 2 contains 121313 members 
Entering Unmasked Estep 
Score: -34392740.000000 Penalty: 6216.696777
	Iteration 37Q: 3 clusters Score -3.439274e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156077 members 
Mstep: Class 2 contains 121447 members 
Entering Unmasked Estep 
Score: -34392820.000000 Penalty: 6216.696777
	Iteration 38Q: 3 clusters Score -3.439282e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155932 members 
Mstep: Class 2 contains 121592 members 
Entering Unmasked Estep 
Score: -34392788.000000 Penalty: 6216.696777
	Iteration 39Q: 3 clusters Score -3.439279e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155773 members 
Mstep: Class 2 contains 121751 members 
Entering Unmasked Estep 
Score: -34392816.000000 Penalty: 6216.696777
	Iteration 40F: 3 clusters Score -3.439282e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155606 members 
Mstep: Class 2 contains 121918 members 
Entering Unmasked Estep 
Score: -34392848.000000 Penalty: 6216.696777
	Iteration 41Q: 3 clusters Score -3.439285e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155498 members 
Mstep: Class 2 contains 122026 members 
Entering Unmasked Estep 
Score: -34392800.000000 Penalty: 6216.696777
	Iteration 42Q: 3 clusters Score -3.43928e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155414 members 
Mstep: Class 2 contains 122110 members 
Entering Unmasked Estep 
Score: -34392828.000000 Penalty: 6216.696777
	Iteration 43Q: 3 clusters Score -3.439283e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155295 members 
Mstep: Class 2 contains 122229 members 
Entering Unmasked Estep 
Score: -34392804.000000 Penalty: 6216.696777
	Iteration 44Q: 3 clusters Score -3.43928e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155175 members 
Mstep: Class 2 contains 122349 members 
Entering Unmasked Estep 
Score: -34392796.000000 Penalty: 6216.696777
	Iteration 45Q: 3 clusters Score -3.43928e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155080 members 
Mstep: Class 2 contains 122444 members 
Entering Unmasked Estep 
Score: -34392848.000000 Penalty: 6216.696777
	Iteration 46Q: 3 clusters Score -3.439285e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154992 members 
Mstep: Class 2 contains 122532 members 
Entering Unmasked Estep 
Score: -34392832.000000 Penalty: 6216.696777
	Iteration 47Q: 3 clusters Score -3.439283e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154922 members 
Mstep: Class 2 contains 122602 members 
Entering Unmasked Estep 
Score: -34392820.000000 Penalty: 6216.696777
	Iteration 48Q: 3 clusters Score -3.439282e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154856 members 
Mstep: Class 2 contains 122668 members 
Entering Unmasked Estep 
Score: -34392872.000000 Penalty: 6216.696777
	Iteration 49Q: 3 clusters Score -3.439287e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154779 members 
Mstep: Class 2 contains 122745 members 
Entering Unmasked Estep 
Score: -34392860.000000 Penalty: 6216.696777
	Iteration 50Q: 3 clusters Score -3.439286e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154723 members 
Mstep: Class 2 contains 122801 members 
Entering Unmasked Estep 
Score: -34392856.000000 Penalty: 6216.696777
	Iteration 51Q: 3 clusters Score -3.439286e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154645 members 
Mstep: Class 2 contains 122879 members 
Entering Unmasked Estep 
Score: -34392868.000000 Penalty: 6216.696777
	Iteration 52Q: 3 clusters Score -3.439287e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154575 members 
Mstep: Class 2 contains 122949 members 
Entering Unmasked Estep 
Score: -34392904.000000 Penalty: 6216.696777
	Iteration 53Q: 3 clusters Score -3.43929e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154512 members 
Mstep: Class 2 contains 123012 members 
Entering Unmasked Estep 
Score: -34392912.000000 Penalty: 6216.696777
	Iteration 54Q: 3 clusters Score -3.439291e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154433 members 
Mstep: Class 2 contains 123091 members 
Entering Unmasked Estep 
Score: -34392872.000000 Penalty: 6216.696777
	Iteration 55Q: 3 clusters Score -3.439287e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154342 members 
Mstep: Class 2 contains 123182 members 
Entering Unmasked Estep 
Score: -34392868.000000 Penalty: 6216.696777
	Iteration 56Q: 3 clusters Score -3.439287e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154244 members 
Mstep: Class 2 contains 123280 members 
Entering Unmasked Estep 
Score: -34392844.000000 Penalty: 6216.696777
	Iteration 57Q: 3 clusters Score -3.439284e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154135 members 
Mstep: Class 2 contains 123389 members 
Entering Unmasked Estep 
Score: -34392896.000000 Penalty: 6216.696777
	Iteration 58Q: 3 clusters Score -3.43929e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154024 members 
Mstep: Class 2 contains 123500 members 
Entering Unmasked Estep 
Score: -34392860.000000 Penalty: 6216.696777
	Iteration 59Q: 3 clusters Score -3.439286e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153908 members 
Mstep: Class 2 contains 123616 members 
Entering Unmasked Estep 
Score: -34392852.000000 Penalty: 6216.696777
	Iteration 60F: 3 clusters Score -3.439285e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153788 members 
Mstep: Class 2 contains 123736 members 
Entering Unmasked Estep 
Score: -34392832.000000 Penalty: 6216.696777
	Iteration 61Q: 3 clusters Score -3.439283e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153652 members 
Mstep: Class 2 contains 123872 members 
Entering Unmasked Estep 
Score: -34392796.000000 Penalty: 6216.696777
	Iteration 62Q: 3 clusters Score -3.43928e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153527 members 
Mstep: Class 2 contains 123997 members 
Entering Unmasked Estep 
Score: -34392812.000000 Penalty: 6216.696777
	Iteration 63Q: 3 clusters Score -3.439281e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153377 members 
Mstep: Class 2 contains 124147 members 
Entering Unmasked Estep 
Score: -34392816.000000 Penalty: 6216.696777
	Iteration 64Q: 3 clusters Score -3.439282e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153207 members 
Mstep: Class 2 contains 124317 members 
Entering Unmasked Estep 
Score: -34392796.000000 Penalty: 6216.696777
	Iteration 65Q: 3 clusters Score -3.43928e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153066 members 
Mstep: Class 2 contains 124458 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3.43928e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152941 members 
Mstep: Class 2 contains 124583 members 
Entering Unmasked Estep 
Score: -34392724.000000 Penalty: 6216.696777
	Iteration 67Q: 3 clusters Score -3.439272e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152763 members 
Mstep: Class 2 contains 124761 members 
Entering Unmasked Estep 
Score: -34392736.000000 Penalty: 6216.696777
	Iteration 68Q: 3 clusters Score -3.439274e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152605 members 
Mstep: Class 2 contains 124919 members 
Entering Unmasked Estep 
Score: -34392664.000000 Penalty: 6216.696777
	Iteration 69Q: 3 clusters Score -3.439266e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152450 members 
Mstep: Class 2 contains 125074 members 
Entering Unmasked Estep 
Score: -34392628.000000 Penalty: 6216.696777
	Iteration 70Q: 3 clusters Score -3.439263e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152297 members 
Mstep: Class 2 contains 125227 members 
Entering Unmasked Estep 
Score: -34392636.000000 Penalty: 6216.696777
	Iteration 71Q: 3 clusters Score -3.439264e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152148 members 
Mstep: Class 2 contains 125376 members 
Entering Unmasked Estep 
Score: -34392632.000000 Penalty: 6216.696777
	Iteration 72Q: 3 clusters Score -3.439263e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152008 members 
Mstep: Class 2 contains 125516 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3.439264e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151903 members 
Mstep: Class 2 contains 125621 members 
Entering Unmasked Estep 
Score: -34392648.000000 Penalty: 6216.696777
	Iteration 74Q: 3 clusters Score -3.439265e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151793 members 
Mstep: Class 2 contains 125731 members 
Entering Unmasked Estep 
Score: -34392620.000000 Penalty: 6216.696777
	Iteration 75Q: 3 clusters Score -3.439262e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151700 members 
Mstep: Class 2 contains 125824 members 
Entering Unmasked Estep 
Score: -34392604.000000 Penalty: 6216.696777
	Iteration 76Q: 3 clusters Score -3.43926e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151611 members 
Mstep: Class 2 contains 125913 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3.439264e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151504 members 
Mstep: Class 2 contains 126020 members 
Entering Unmasked Estep 
Score: -34392640.000000 Penalty: 6216.696777
	Iteration 78Q: 3 clusters Score -3.439264e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151416 members 
Mstep: Class 2 contains 126108 members 
Entering Unmasked Estep 
Score: -34392648.000000 Penalty: 6216.696777
	Iteration 79Q: 3 clusters Score -3.439265e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151325 members 
Mstep: Class 2 contains 126199 members 
Entering Unmasked Estep 
Score: -34392676.000000 Penalty: 6216.696777
	Iteration 80F: 3 clusters Score -3.439268e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151259 members 
Mstep: Class 2 contains 126265 members 
Entering Unmasked Estep 
Score: -34392692.000000 Penalty: 6216.696777
	Iteration 81Q: 3 clusters Score -3.439269e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151185 members 
Mstep: Class 2 contains 126339 members 
Entering Unmasked Estep 
Score: -34392704.000000 Penalty: 6216.696777
	Iteration 82Q: 3 clusters Score -3.43927e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151102 members 
Mstep: Class 2 contains 126422 members 
Entering Unmasked Estep 
Score: -34392724.000000 Penalty: 6216.696777
	Iteration 83Q: 3 clusters Score -3.439272e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151038 members 
Mstep: Class 2 contains 126486 members 
Entering Unmasked Estep 
Score: -34392684.000000 Penalty: 6216.696777
	Iteration 84Q: 3 clusters Score -3.439268e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150959 members 
Mstep: Class 2 contains 126565 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3.439269e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150878 members 
Mstep: Class 2 contains 126646 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3.439264e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150820 members 
Mstep: Class 2 contains 126704 members 
Entering Unmasked Estep 
Score: -34392664.000000 Penalty: 6216.696777
	Iteration 87Q: 3 clusters Score -3.439266e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150749 members 
Mstep: Class 2 contains 126775 members 
Entering Unmasked Estep 
Score: -34392668.000000 Penalty: 6216.696777
	Iteration 88Q: 3 clusters Score -3.439267e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150692 members 
Mstep: Class 2 contains 126832 members 
Entering Unmasked Estep 
Score: -34392648.000000 Penalty: 6216.696777
	Iteration 89Q: 3 clusters Score -3.439265e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150621 members 
Mstep: Class 2 contains 126903 members 
Entering Unmasked Estep 
Score: -34392608.000000 Penalty: 6216.696777
	Iteration 90Q: 3 clusters Score -3.439261e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150555 members 
Mstep: Class 2 contains 126969 members 
Entering Unmasked Estep 
Score: -34392528.000000 Penalty: 6216.696777
	Iteration 91Q: 3 clusters Score -3.439253e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150466 members 
Mstep: Class 2 contains 127058 members 
Entering Unmasked Estep 
Score: -34392572.000000 Penalty: 6216.696777
	Iteration 92Q: 3 clusters Score -3.439257e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150371 members 
Mstep: Class 2 contains 127153 members 
Entering Unmasked Estep 
Score: -34392616.000000 Penalty: 6216.696777
	Iteration 93Q: 3 clusters Score -3.439262e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150286 members 
Mstep: Class 2 contains 127238 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3.439261e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150187 members 
Mstep: Class 2 contains 127337 members 
Entering Unmasked Estep 
Score: -34392600.000000 Penalty: 6216.696777
	Iteration 95Q: 3 clusters Score -3.43926e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150090 members 
Mstep: Class 2 contains 127434 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3.439256e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149983 members 
Mstep: Class 2 contains 127541 members 
Entering Unmasked Estep 
Score: -34392596.000000 Penalty: 6216.696777
	Iteration 97Q: 3 clusters Score -3.43926e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149894 members 
Mstep: Class 2 contains 127630 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3.439261e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149804 members 
Mstep: Class 2 contains 127720 members 
Entering Unmasked Estep 
Score: -34392532.000000 Penalty: 6216.696777
	Iteration 99Q: 3 clusters Score -3.439253e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149734 members 
Mstep: Class 2 contains 127790 members 
Entering Unmasked Estep 
Score: -34392560.000000 Penalty: 6216.696777
	Iteration 100F: 3 clusters Score -3.439256e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149661 members 
Mstep: Class 2 contains 127863 members 
Entering Unmasked Estep 
Score: -34392572.000000 Penalty: 6216.696777
	Iteration 101Q: 3 clusters Score -3.439257e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149590 members 
Mstep: Class 2 contains 127934 members 
Entering Unmasked Estep 
Score: -34392548.000000 Penalty: 6216.696777
	Iteration 102Q: 3 clusters Score -3.439255e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149524 members 
Mstep: Class 2 contains 128000 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3.439255e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149464 members 
Mstep: Class 2 contains 128060 members 
Entering Unmasked Estep 
Score: -34392568.000000 Penalty: 6216.696777
	Iteration 104Q: 3 clusters Score -3.439257e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149395 members 
Mstep: Class 2 contains 128129 members 
Entering Unmasked Estep 
Score: -34392544.000000 Penalty: 6216.696777
	Iteration 105Q: 3 clusters Score -3.439254e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149328 members 
Mstep: Class 2 contains 128196 members 
Entering Unmasked Estep 
Score: -34392588.000000 Penalty: 6216.696777
	Iteration 106Q: 3 clusters Score -3.439259e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149261 members 
Mstep: Class 2 contains 128263 members 
Entering Unmasked Estep 
Score: -34392616.000000 Penalty: 6216.696777
	Iteration 107Q: 3 clusters Score -3.439262e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149190 members 
Mstep: Class 2 contains 128334 members 
Entering Unmasked Estep 
Score: -34392556.000000 Penalty: 6216.696777
	Iteration 108Q: 3 clusters Score -3.439256e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149118 members 
Mstep: Class 2 contains 128406 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3.439253e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149056 members 
Mstep: Class 2 contains 128468 members 
Entering Unmasked Estep 
Score: -34392540.000000 Penalty: 6216.696777
	Iteration 110Q: 3 clusters Score -3.439254e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148980 members 
Mstep: Class 2 contains 128544 members 
Entering Unmasked Estep 
Score: -34392524.000000 Penalty: 6216.696777
	Iteration 111Q: 3 clusters Score -3.439252e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148901 members 
Mstep: Class 2 contains 128623 members 
Entering Unmasked Estep 
Score: -34392512.000000 Penalty: 6216.696777
	Iteration 112Q: 3 clusters Score -3.439251e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148827 members 
Mstep: Class 2 contains 128697 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3.43925e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148761 members 
Mstep: Class 2 contains 128763 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3.439247e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148709 members 
Mstep: Class 2 contains 128815 members 
Entering Unmasked Estep 
Score: -34392484.000000 Penalty: 6216.696777
	Iteration 115Q: 3 clusters Score -3.439248e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148657 members 
Mstep: Class 2 contains 128867 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3.43925e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148606 members 
Mstep: Class 2 contains 128918 members 
Entering Unmasked Estep 
Score: -34392528.000000 Penalty: 6216.696777
	Iteration 117Q: 3 clusters Score -3.439253e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148563 members 
Mstep: Class 2 contains 128961 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3.439249e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148513 members 
Mstep: Class 2 contains 129011 members 
Entering Unmasked Estep 
Score: -34392516.000000 Penalty: 6216.696777
	Iteration 119Q: 3 clusters Score -3.439252e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148464 members 
Mstep: Class 2 contains 129060 members 
Entering Unmasked Estep 
Score: -34392516.000000 Penalty: 6216.696777
	Iteration 120F: 3 clusters Score -3.439252e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148417 members 
Mstep: Class 2 contains 129107 members 
Entering Unmasked Estep 
Score: -34392536.000000 Penalty: 6216.696777
	Iteration 121Q: 3 clusters Score -3.439254e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148386 members 
Mstep: Class 2 contains 129138 members 
Entering Unmasked Estep 
Score: -34392512.000000 Penalty: 6216.696777
	Iteration 122Q: 3 clusters Score -3.439251e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148352 members 
Mstep: Class 2 contains 129172 members 
Entering Unmasked Estep 
Score: -34392504.000000 Penalty: 6216.696777
	Iteration 123Q: 3 clusters Score -3.43925e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148315 members 
Mstep: Class 2 contains 129209 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3.43925e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148273 members 
Mstep: Class 2 contains 129251 members 
Entering Unmasked Estep 
Score: -34392452.000000 Penalty: 6216.696777
	Iteration 125Q: 3 clusters Score -3.439245e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148214 members 
Mstep: Class 2 contains 129310 members 
Entering Unmasked Estep 
Score: -34392444.000000 Penalty: 6216.696777
	Iteration 126Q: 3 clusters Score -3.439244e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148154 members 
Mstep: Class 2 contains 129370 members 
Entering Unmasked Estep 
Score: -34392456.000000 Penalty: 6216.696777
	Iteration 127Q: 3 clusters Score -3.439246e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148081 members 
Mstep: Class 2 contains 129443 members 
Entering Unmasked Estep 
Score: -34392452.000000 Penalty: 6216.696777
	Iteration 128Q: 3 clusters Score -3.439245e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148017 members 
Mstep: Class 2 contains 129507 members 
Entering Unmasked Estep 
Score: -34392464.000000 Penalty: 6216.696777
	Iteration 129Q: 3 clusters Score -3.439246e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147955 members 
Mstep: Class 2 contains 129569 members 
Entering Unmasked Estep 
Score: -34392492.000000 Penalty: 6216.696777
	Iteration 130Q: 3 clusters Score -3.439249e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147888 members 
Mstep: Class 2 contains 129636 members 
Entering Unmasked Estep 
Score: -34392456.000000 Penalty: 6216.696777
	Iteration 131Q: 3 clusters Score -3.439246e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147816 members 
Mstep: Class 2 contains 129708 members 
Entering Unmasked Estep 
Score: -34392444.000000 Penalty: 6216.696777
	Iteration 132Q: 3 clusters Score -3.439244e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147739 members 
Mstep: Class 2 contains 129785 members 
Entering Unmasked Estep 
Score: -34392456.000000 Penalty: 6216.696777
	Iteration 133Q: 3 clusters Score -3.439246e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147655 members 
Mstep: Class 2 contains 129869 members 
Entering Unmasked Estep 
Score: -34392464.000000 Penalty: 6216.696777
	Iteration 134Q: 3 clusters Score -3.439246e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147554 members 
Mstep: Class 2 contains 129970 members 
Entering Unmasked Estep 
Score: -34392480.000000 Penalty: 6216.696777
	Iteration 135Q: 3 clusters Score -3.439248e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147470 members 
Mstep: Class 2 contains 130054 members 
Entering Unmasked Estep 
Score: -34392468.000000 Penalty: 6216.696777
	Iteration 136Q: 3 clusters Score -3.439247e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147373 members 
Mstep: Class 2 contains 130151 members 
Entering Unmasked Estep 
Score: -34392512.000000 Penalty: 6216.696777
	Iteration 137Q: 3 clusters Score -3.439251e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147276 members 
Mstep: Class 2 contains 130248 members 
Entering Unmasked Estep 
Score: -34392484.000000 Penalty: 6216.696777
	Iteration 138Q: 3 clusters Score -3.439248e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147193 members 
Mstep: Class 2 contains 130331 members 
Entering Unmasked Estep 
Score: -34392500.000000 Penalty: 6216.696777
	Iteration 139Q: 3 clusters Score -3.43925e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147116 members 
Mstep: Class 2 contains 130408 members 
Entering Unmasked Estep 
Score: -34392484.000000 Penalty: 6216.696777
	Iteration 140F: 3 clusters Score -3.439248e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147045 members 
Mstep: Class 2 contains 130479 members 
Entering Unmasked Estep 
Score: -34392492.000000 Penalty: 6216.696777
	Iteration 141Q: 3 clusters Score -3.439249e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146977 members 
Mstep: Class 2 contains 130547 members 
Entering Unmasked Estep 
Score: -34392468.000000 Penalty: 6216.696777
	Iteration 142Q: 3 clusters Score -3.439247e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146923 members 
Mstep: Class 2 contains 130601 members 
Entering Unmasked Estep 
Score: -34392476.000000 Penalty: 6216.696777
	Iteration 143Q: 3 clusters Score -3.439248e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146879 members 
Mstep: Class 2 contains 130645 members 
Entering Unmasked Estep 
Score: -34392492.000000 Penalty: 6216.696777
	Iteration 144Q: 3 clusters Score -3.439249e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146820 members 
Mstep: Class 2 contains 130704 members 
Entering Unmasked Estep 
Score: -34392496.000000 Penalty: 6216.696777
	Iteration 145Q: 3 clusters Score -3.43925e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146754 members 
Mstep: Class 2 contains 130770 members 
Entering Unmasked Estep 
Score: -34392500.000000 Penalty: 6216.696777
	Iteration 146Q: 3 clusters Score -3.43925e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146683 members 
Mstep: Class 2 contains 130841 members 
Entering Unmasked Estep 
Score: -34392472.000000 Penalty: 6216.696777
	Iteration 147Q: 3 clusters Score -3.439247e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146617 members 
Mstep: Class 2 contains 130907 members 
Entering Unmasked Estep 
Score: -34392464.000000 Penalty: 6216.696777
	Iteration 148Q: 3 clusters Score -3.439246e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146553 members 
Mstep: Class 2 contains 130971 members 
Entering Unmasked Estep 
Score: -34392504.000000 Penalty: 6216.696777
	Iteration 149Q: 3 clusters Score -3.43925e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146477 members 
Mstep: Class 2 contains 131047 members 
Entering Unmasked Estep 
Score: -34392496.000000 Penalty: 6216.696777
	Iteration 150Q: 3 clusters Score -3.43925e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146392 members 
Mstep: Class 2 contains 131132 members 
Entering Unmasked Estep 
Score: -34392492.000000 Penalty: 6216.696777
	Iteration 151Q: 3 clusters Score -3.439249e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146302 members 
Mstep: Class 2 contains 131222 members 
Entering Unmasked Estep 
Score: -34392488.000000 Penalty: 6216.696777
	Iteration 152Q: 3 clusters Score -3.439249e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146221 members 
Mstep: Class 2 contains 131303 members 
Entering Unmasked Estep 
Score: -34392512.000000 Penalty: 6216.696777
	Iteration 153Q: 3 clusters Score -3.439251e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146134 members 
Mstep: Class 2 contains 131390 members 
Entering Unmasked Estep 
Score: -34392516.000000 Penalty: 6216.696777
	Iteration 154Q: 3 clusters Score -3.439252e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146038 members 
Mstep: Class 2 contains 131486 members 
Entering Unmasked Estep 
Score: -34392472.000000 Penalty: 6216.696777
	Iteration 155Q: 3 clusters Score -3.439247e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145958 members 
Mstep: Class 2 contains 131566 members 
Entering Unmasked Estep 
Score: -34392444.000000 Penalty: 6216.696777
	Iteration 156Q: 3 clusters Score -3.439244e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145889 members 
Mstep: Class 2 contains 131635 members 
Entering Unmasked Estep 
Score: -34392476.000000 Penalty: 6216.696777
	Iteration 157Q: 3 clusters Score -3.439248e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145827 members 
Mstep: Class 2 contains 131697 members 
Entering Unmasked Estep 
Score: -34392444.000000 Penalty: 6216.696777
	Iteration 158Q: 3 clusters Score -3.439244e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145761 members 
Mstep: Class 2 contains 131763 members 
Entering Unmasked Estep 
Score: -34392428.000000 Penalty: 6216.696777
	Iteration 159Q: 3 clusters Score -3.439243e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145701 members 
Mstep: Class 2 contains 131823 members 
Entering Unmasked Estep 
Score: -34392400.000000 Penalty: 6216.696777
	Iteration 160F: 3 clusters Score -3.43924e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145637 members 
Mstep: Class 2 contains 131887 members 
Entering Unmasked Estep 
Score: -34392352.000000 Penalty: 6216.696777
	Iteration 161Q: 3 clusters Score -3.439235e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145576 members 
Mstep: Class 2 contains 131948 members 
Entering Unmasked Estep 
Score: -34392360.000000 Penalty: 6216.696777
	Iteration 162Q: 3 clusters Score -3.439236e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145512 members 
Mstep: Class 2 contains 132012 members 
Entering Unmasked Estep 
Score: -34392392.000000 Penalty: 6216.696777
	Iteration 163Q: 3 clusters Score -3.439239e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145440 members 
Mstep: Class 2 contains 132084 members 
Entering Unmasked Estep 
Score: -34392384.000000 Penalty: 6216.696777
	Iteration 164Q: 3 clusters Score -3.439238e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145358 members 
Mstep: Class 2 contains 132166 members 
Entering Unmasked Estep 
Score: -34392388.000000 Penalty: 6216.696777
	Iteration 165Q: 3 clusters Score -3.439239e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145279 members 
Mstep: Class 2 contains 132245 members 
Entering Unmasked Estep 
Score: -34392396.000000 Penalty: 6216.696777
	Iteration 166Q: 3 clusters Score -3.43924e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145186 members 
Mstep: Class 2 contains 132338 members 
Entering Unmasked Estep 
Score: -34392368.000000 Penalty: 6216.696777
	Iteration 167Q: 3 clusters Score -3.439237e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145111 members 
Mstep: Class 2 contains 132413 members 
Entering Unmasked Estep 
Score: -34392404.000000 Penalty: 6216.696777
	Iteration 168Q: 3 clusters Score -3.43924e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145032 members 
Mstep: Class 2 contains 132492 members 
Entering Unmasked Estep 
Score: -34392448.000000 Penalty: 6216.696777
	Iteration 169Q: 3 clusters Score -3.439245e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144952 members 
Mstep: Class 2 contains 132572 members 
Entering Unmasked Estep 
Score: -34392444.000000 Penalty: 6216.696777
	Iteration 170Q: 3 clusters Score -3.439244e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144867 members 
Mstep: Class 2 contains 132657 members 
Entering Unmasked Estep 
Score: -34392464.000000 Penalty: 6216.696777
	Iteration 171Q: 3 clusters Score -3.439246e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144781 members 
Mstep: Class 2 contains 132743 members 
Entering Unmasked Estep 
Score: -34392456.000000 Penalty: 6216.696777
	Iteration 172Q: 3 clusters Score -3.439246e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144699 members 
Mstep: Class 2 contains 132825 members 
Entering Unmasked Estep 
Score: -34392436.000000 Penalty: 6216.696777
	Iteration 173Q: 3 clusters Score -3.439244e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144622 members 
Mstep: Class 2 contains 132902 members 
Entering Unmasked Estep 
Score: -34392460.000000 Penalty: 6216.696777
	Iteration 174Q: 3 clusters Score -3.439246e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144556 members 
Mstep: Class 2 contains 132968 members 
Entering Unmasked Estep 
Score: -34392488.000000 Penalty: 6216.696777
	Iteration 175Q: 3 clusters Score -3.439249e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144477 members 
Mstep: Class 2 contains 133047 members 
Entering Unmasked Estep 
Score: -34392468.000000 Penalty: 6216.696777
	Iteration 176Q: 3 clusters Score -3.439247e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144414 members 
Mstep: Class 2 contains 133110 members 
Entering Unmasked Estep 
Score: -34392472.000000 Penalty: 6216.696777
	Iteration 177Q: 3 clusters Score -3.439247e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144356 members 
Mstep: Class 2 contains 133168 members 
Entering Unmasked Estep 
Score: -34392464.000000 Penalty: 6216.696777
	Iteration 178Q: 3 clusters Score -3.439246e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144283 members 
Mstep: Class 2 contains 133241 members 
Entering Unmasked Estep 
Score: -34392480.000000 Penalty: 6216.696777
	Iteration 179Q: 3 clusters Score -3.439248e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144204 members 
Mstep: Class 2 contains 133320 members 
Entering Unmasked Estep 
Score: -34392432.000000 Penalty: 6216.696777
	Iteration 180F: 3 clusters Score -3.439243e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144143 members 
Mstep: Class 2 contains 133381 members 
Entering Unmasked Estep 
Score: -34392412.000000 Penalty: 6216.696777
	Iteration 181Q: 3 clusters Score -3.439241e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144091 members 
Mstep: Class 2 contains 133433 members 
Entering Unmasked Estep 
Score: -34392384.000000 Penalty: 6216.696777
	Iteration 182Q: 3 clusters Score -3.439238e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144039 members 
Mstep: Class 2 contains 133485 members 
Entering Unmasked Estep 
Score: -34392380.000000 Penalty: 6216.696777
	Iteration 183Q: 3 clusters Score -3.439238e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143983 members 
Mstep: Class 2 contains 133541 members 
Entering Unmasked Estep 
Score: -34392356.000000 Penalty: 6216.696777
	Iteration 184Q: 3 clusters Score -3.439236e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143924 members 
Mstep: Class 2 contains 133600 members 
Entering Unmasked Estep 
Score: -34392372.000000 Penalty: 6216.696777
	Iteration 185Q: 3 clusters Score -3.439237e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143862 members 
Mstep: Class 2 contains 133662 members 
Entering Unmasked Estep 
Score: -34392400.000000 Penalty: 6216.696777
	Iteration 186Q: 3 clusters Score -3.43924e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143796 members 
Mstep: Class 2 contains 133728 members 
Entering Unmasked Estep 
Score: -34392412.000000 Penalty: 6216.696777
	Iteration 187Q: 3 clusters Score -3.439241e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143742 members 
Mstep: Class 2 contains 133782 members 
Entering Unmasked Estep 
Score: -34392412.000000 Penalty: 6216.696777
	Iteration 188Q: 3 clusters Score -3.439241e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143678 members 
Mstep: Class 2 contains 133846 members 
Entering Unmasked Estep 
Score: -34392400.000000 Penalty: 6216.696777
	Iteration 189Q: 3 clusters Score -3.43924e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143626 members 
Mstep: Class 2 contains 133898 members 
Entering Unmasked Estep 
Score: -34392392.000000 Penalty: 6216.696777
	Iteration 190Q: 3 clusters Score -3.439239e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143572 members 
Mstep: Class 2 contains 133952 members 
Entering Unmasked Estep 
Score: -34392420.000000 Penalty: 6216.696777
	Iteration 191Q: 3 clusters Score -3.439242e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143522 members 
Mstep: Class 2 contains 134002 members 
Entering Unmasked Estep 
Score: -34392412.000000 Penalty: 6216.696777
	Iteration 192Q: 3 clusters Score -3.439241e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143472 members 
Mstep: Class 2 contains 134052 members 
Entering Unmasked Estep 
Score: -34392420.000000 Penalty: 6216.696777
	Iteration 193Q: 3 clusters Score -3.439242e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143431 members 
Mstep: Class 2 contains 134093 members 
Entering Unmasked Estep 
Score: -34392380.000000 Penalty: 6216.696777
	Iteration 194Q: 3 clusters Score -3.439238e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143384 members 
Mstep: Class 2 contains 134140 members 
Entering Unmasked Estep 
Score: -34392392.000000 Penalty: 6216.696777
	Iteration 195Q: 3 clusters Score -3.439239e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143327 members 
Mstep: Class 2 contains 134197 members 
Entering Unmasked Estep 
Score: -34392372.000000 Penalty: 6216.696777
	Iteration 196Q: 3 clusters Score -3.439237e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143268 members 
Mstep: Class 2 contains 134256 members 
Entering Unmasked Estep 
Score: -34392392.000000 Penalty: 6216.696777
	Iteration 197Q: 3 clusters Score -3.439239e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143209 members 
Mstep: Class 2 contains 134315 members 
Entering Unmasked Estep 
Score: -34392384.000000 Penalty: 6216.696777
	Iteration 198Q: 3 clusters Score -3.439238e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143149 members 
Mstep: Class 2 contains 134375 members 
Entering Unmasked Estep 
Score: -34392364.000000 Penalty: 6216.696777
	Iteration 199Q: 3 clusters Score -3.439236e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143085 members 
Mstep: Class 2 contains 134439 members 
Entering Unmasked Estep 
Score: -34392356.000000 Penalty: 6216.696777
	Iteration 200F: 3 clusters Score -3.439236e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143022 members 
Mstep: Class 2 contains 134502 members 
Entering Unmasked Estep 
Score: -34392384.000000 Penalty: 6216.696777
	Iteration 201Q: 3 clusters Score -3.439238e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142933 members 
Mstep: Class 2 contains 134591 members 
Entering Unmasked Estep 
Score: -34392380.000000 Penalty: 6216.696777
	Iteration 202Q: 3 clusters Score -3.439238e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142862 members 
Mstep: Class 2 contains 134662 members 
Entering Unmasked Estep 
Score: -34392368.000000 Penalty: 6216.696777
	Iteration 203Q: 3 clusters Score -3.439237e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142786 members 
Mstep: Class 2 contains 134738 members 
Entering Unmasked Estep 
Score: -34392328.000000 Penalty: 6216.696777
	Iteration 204Q: 3 clusters Score -3.439233e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142742 members 
Mstep: Class 2 contains 134782 members 
Entering Unmasked Estep 
Score: -34392352.000000 Penalty: 6216.696777
	Iteration 205Q: 3 clusters Score -3.439235e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142681 members 
Mstep: Class 2 contains 134843 members 
Entering Unmasked Estep 
Score: -34392372.000000 Penalty: 6216.696777
	Iteration 206Q: 3 clusters Score -3.439237e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142609 members 
Mstep: Class 2 contains 134915 members 
Entering Unmasked Estep 
Score: -34392412.000000 Penalty: 6216.696777
	Iteration 207Q: 3 clusters Score -3.439241e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142530 members 
Mstep: Class 2 contains 134994 members 
Entering Unmasked Estep 
Score: -34392440.000000 Penalty: 6216.696777
	Iteration 208Q: 3 clusters Score -3.439244e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142457 members 
Mstep: Class 2 contains 135067 members 
Entering Unmasked Estep 
Score: -34392484.000000 Penalty: 6216.696777
	Iteration 209Q: 3 clusters Score -3.439248e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142376 members 
Mstep: Class 2 contains 135148 members 
Entering Unmasked Estep 
Score: -34392432.000000 Penalty: 6216.696777
	Iteration 210Q: 3 clusters Score -3.439243e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142287 members 
Mstep: Class 2 contains 135237 members 
Entering Unmasked Estep 
Score: -34392428.000000 Penalty: 6216.696777
	Iteration 211Q: 3 clusters Score -3.439243e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142203 members 
Mstep: Class 2 contains 135321 members 
Entering Unmasked Estep 
Score: -34392448.000000 Penalty: 6216.696777
	Iteration 212Q: 3 clusters Score -3.439245e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142112 members 
Mstep: Class 2 contains 135412 members 
Entering Unmasked Estep 
Score: -34392476.000000 Penalty: 6216.696777
	Iteration 213Q: 3 clusters Score -3.439248e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142013 members 
Mstep: Class 2 contains 135511 members 
Entering Unmasked Estep 
Score: -34392436.000000 Penalty: 6216.696777
	Iteration 214Q: 3 clusters Score -3.439244e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141921 members 
Mstep: Class 2 contains 135603 members 
Entering Unmasked Estep 
Score: -34392376.000000 Penalty: 6216.696777
	Iteration 215Q: 3 clusters Score -3.439238e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141834 members 
Mstep: Class 2 contains 135690 members 
Entering Unmasked Estep 
Score: -34392352.000000 Penalty: 6216.696777
	Iteration 216Q: 3 clusters Score -3.439235e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141743 members 
Mstep: Class 2 contains 135781 members 
Entering Unmasked Estep 
Score: -34392364.000000 Penalty: 6216.696777
	Iteration 217Q: 3 clusters Score -3.439236e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141670 members 
Mstep: Class 2 contains 135854 members 
Entering Unmasked Estep 
Score: -34392356.000000 Penalty: 6216.696777
	Iteration 218Q: 3 clusters Score -3.439236e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141581 members 
Mstep: Class 2 contains 135943 members 
Entering Unmasked Estep 
Score: -34392364.000000 Penalty: 6216.696777
	Iteration 219Q: 3 clusters Score -3.439236e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141483 members 
Mstep: Class 2 contains 136041 members 
Entering Unmasked Estep 
Score: -34392376.000000 Penalty: 6216.696777
	Iteration 220F: 3 clusters Score -3.439238e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141391 members 
Mstep: Class 2 contains 136133 members 
Entering Unmasked Estep 
Score: -34392364.000000 Penalty: 6216.696777
	Iteration 221Q: 3 clusters Score -3.439236e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141298 members 
Mstep: Class 2 contains 136226 members 
Entering Unmasked Estep 
Score: -34392360.000000 Penalty: 6216.696777
	Iteration 222Q: 3 clusters Score -3.439236e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141209 members 
Mstep: Class 2 contains 136315 members 
Entering Unmasked Estep 
Score: -34392380.000000 Penalty: 6216.696777
	Iteration 223Q: 3 clusters Score -3.439238e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141105 members 
Mstep: Class 2 contains 136419 members 
Entering Unmasked Estep 
Score: -34392340.000000 Penalty: 6216.696777
	Iteration 224Q: 3 clusters Score -3.439234e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141033 members 
Mstep: Class 2 contains 136491 members 
Entering Unmasked Estep 
Score: -34392364.000000 Penalty: 6216.696777
	Iteration 225Q: 3 clusters Score -3.439236e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140947 members 
Mstep: Class 2 contains 136577 members 
Entering Unmasked Estep 
Score: -34392344.000000 Penalty: 6216.696777
	Iteration 226Q: 3 clusters Score -3.439234e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140858 members 
Mstep: Class 2 contains 136666 members 
Entering Unmasked Estep 
Score: -34392364.000000 Penalty: 6216.696777
	Iteration 227Q: 3 clusters Score -3.439236e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140770 members 
Mstep: Class 2 contains 136754 members 
Entering Unmasked Estep 
Score: -34392352.000000 Penalty: 6216.696777
	Iteration 228Q: 3 clusters Score -3.439235e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140694 members 
Mstep: Class 2 contains 136830 members 
Entering Unmasked Estep 
Score: -34392336.000000 Penalty: 6216.696777
	Iteration 229Q: 3 clusters Score -3.439234e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140587 members 
Mstep: Class 2 contains 136937 members 
Entering Unmasked Estep 
Score: -34392376.000000 Penalty: 6216.696777
	Iteration 230Q: 3 clusters Score -3.439238e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140445 members 
Mstep: Class 2 contains 137079 members 
Entering Unmasked Estep 
Score: -34392352.000000 Penalty: 6216.696777
	Iteration 231Q: 3 clusters Score -3.439235e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140319 members 
Mstep: Class 2 contains 137205 members 
Entering Unmasked Estep 
Score: -34392336.000000 Penalty: 6216.696777
	Iteration 232Q: 3 clusters Score -3.439234e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140169 members 
Mstep: Class 2 contains 137355 members 
Entering Unmasked Estep 
Score: -34392352.000000 Penalty: 6216.696777
	Iteration 233Q: 3 clusters Score -3.439235e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140021 members 
Mstep: Class 2 contains 137503 members 
Entering Unmasked Estep 
Score: -34392396.000000 Penalty: 6216.696777
	Iteration 234Q: 3 clusters Score -3.43924e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139900 members 
Mstep: Class 2 contains 137624 members 
Entering Unmasked Estep 
Score: -34392380.000000 Penalty: 6216.696777
	Iteration 235Q: 3 clusters Score -3.439238e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139799 members 
Mstep: Class 2 contains 137725 members 
Entering Unmasked Estep 
Score: -34392384.000000 Penalty: 6216.696777
	Iteration 236Q: 3 clusters Score -3.439238e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139697 members 
Mstep: Class 2 contains 137827 members 
Entering Unmasked Estep 
Score: -34392448.000000 Penalty: 6216.696777
	Iteration 237Q: 3 clusters Score -3.439245e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139580 members 
Mstep: Class 2 contains 137944 members 
Entering Unmasked Estep 
Score: -34392436.000000 Penalty: 6216.696777
	Iteration 238Q: 3 clusters Score -3.439244e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139475 members 
Mstep: Class 2 contains 138049 members 
Entering Unmasked Estep 
Score: -34392408.000000 Penalty: 6216.696777
	Iteration 239Q: 3 clusters Score -3.439241e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139365 members 
Mstep: Class 2 contains 138159 members 
Entering Unmasked Estep 
Score: -34392472.000000 Penalty: 6216.696777
	Iteration 240F: 3 clusters Score -3.439247e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139251 members 
Mstep: Class 2 contains 138273 members 
Entering Unmasked Estep 
Score: -34392484.000000 Penalty: 6216.696777
	Iteration 241Q: 3 clusters Score -3.439248e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139150 members 
Mstep: Class 2 contains 138374 members 
Entering Unmasked Estep 
Score: -34392460.000000 Penalty: 6216.696777
	Iteration 242Q: 3 clusters Score -3.439246e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139058 members 
Mstep: Class 2 contains 138466 members 
Entering Unmasked Estep 
Score: -34392428.000000 Penalty: 6216.696777
	Iteration 243Q: 3 clusters Score -3.439243e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138979 members 
Mstep: Class 2 contains 138545 members 
Entering Unmasked Estep 
Score: -34392436.000000 Penalty: 6216.696777
	Iteration 244Q: 3 clusters Score -3.439244e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138895 members 
Mstep: Class 2 contains 138629 members 
Entering Unmasked Estep 
Score: -34392396.000000 Penalty: 6216.696777
	Iteration 245Q: 3 clusters Score -3.43924e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138804 members 
Mstep: Class 2 contains 138720 members 
Entering Unmasked Estep 
Score: -34392428.000000 Penalty: 6216.696777
	Iteration 246Q: 3 clusters Score -3.439243e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138709 members 
Mstep: Class 2 contains 138815 members 
Entering Unmasked Estep 
Score: -34392416.000000 Penalty: 6216.696777
	Iteration 247Q: 3 clusters Score -3.439242e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138611 members 
Mstep: Class 2 contains 138913 members 
Entering Unmasked Estep 
Score: -34392456.000000 Penalty: 6216.696777
	Iteration 248Q: 3 clusters Score -3.439246e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138515 members 
Mstep: Class 2 contains 139009 members 
Entering Unmasked Estep 
Score: -34392448.000000 Penalty: 6216.696777
	Iteration 249Q: 3 clusters Score -3.439245e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138419 members 
Mstep: Class 2 contains 139105 members 
Entering Unmasked Estep 
Score: -34392412.000000 Penalty: 6216.696777
	Iteration 250Q: 3 clusters Score -3.439241e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138321 members 
Mstep: Class 2 contains 139203 members 
Entering Unmasked Estep 
Score: -34392376.000000 Penalty: 6216.696777
	Iteration 251Q: 3 clusters Score -3.439238e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138216 members 
Mstep: Class 2 contains 139308 members 
Entering Unmasked Estep 
Score: -34392376.000000 Penalty: 6216.696777
	Iteration 252Q: 3 clusters Score -3.439238e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138084 members 
Mstep: Class 2 contains 139440 members 
Entering Unmasked Estep 
Score: -34392364.000000 Penalty: 6216.696777
	Iteration 253Q: 3 clusters Score -3.439236e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137953 members 
Mstep: Class 2 contains 139571 members 
Entering Unmasked Estep 
Score: -34392384.000000 Penalty: 6216.696777
	Iteration 254Q: 3 clusters Score -3.439238e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137836 members 
Mstep: Class 2 contains 139688 members 
Entering Unmasked Estep 
Score: -34392340.000000 Penalty: 6216.696777
	Iteration 255Q: 3 clusters Score -3.439234e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137683 members 
Mstep: Class 2 contains 139841 members 
Entering Unmasked Estep 
Score: -34392372.000000 Penalty: 6216.696777
	Iteration 256Q: 3 clusters Score -3.439237e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137540 members 
Mstep: Class 2 contains 139984 members 
Entering Unmasked Estep 
Score: -34392384.000000 Penalty: 6216.696777
	Iteration 257Q: 3 clusters Score -3.439238e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137398 members 
Mstep: Class 2 contains 140126 members 
Entering Unmasked Estep 
Score: -34392372.000000 Penalty: 6216.696777
	Iteration 258Q: 3 clusters Score -3.439237e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137266 members 
Mstep: Class 2 contains 140258 members 
Entering Unmasked Estep 
Score: -34392356.000000 Penalty: 6216.696777
	Iteration 259Q: 3 clusters Score -3.439236e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137135 members 
Mstep: Class 2 contains 140389 members 
Entering Unmasked Estep 
Score: -34392360.000000 Penalty: 6216.696777
	Iteration 260F: 3 clusters Score -3.439236e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136997 members 
Mstep: Class 2 contains 140527 members 
Entering Unmasked Estep 
Score: -34392376.000000 Penalty: 6216.696777
	Iteration 261Q: 3 clusters Score -3.439238e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136856 members 
Mstep: Class 2 contains 140668 members 
Entering Unmasked Estep 
Score: -34392356.000000 Penalty: 6216.696777
	Iteration 262Q: 3 clusters Score -3.439236e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136705 members 
Mstep: Class 2 contains 140819 members 
Entering Unmasked Estep 
Score: -34392388.000000 Penalty: 6216.696777
	Iteration 263Q: 3 clusters Score -3.439239e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136541 members 
Mstep: Class 2 contains 140983 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -3.439236e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136356 members 
Mstep: Class 2 contains 141168 members 
Entering Unmasked Estep 
Score: -34392368.000000 Penalty: 6216.696777
	Iteration 265Q: 3 clusters Score -3.439237e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136173 members 
Mstep: Class 2 contains 141351 members 
Entering Unmasked Estep 
Score: -34392352.000000 Penalty: 6216.696777
	Iteration 266Q: 3 clusters Score -3.439235e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135998 members 
Mstep: Class 2 contains 141526 members 
Entering Unmasked Estep 
Score: -34392360.000000 Penalty: 6216.696777
	Iteration 267Q: 3 clusters Score -3.439236e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135799 members 
Mstep: Class 2 contains 141725 members 
Entering Unmasked Estep 
Score: -34392372.000000 Penalty: 6216.696777
	Iteration 268Q: 3 clusters Score -3.439237e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135598 members 
Mstep: Class 2 contains 141926 members 
Entering Unmasked Estep 
Score: -34392372.000000 Penalty: 6216.696777
	Iteration 269Q: 3 clusters Score -3.439237e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135372 members 
Mstep: Class 2 contains 142152 members 
Entering Unmasked Estep 
Score: -34392292.000000 Penalty: 6216.696777
	Iteration 270Q: 3 clusters Score -3.439229e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135160 members 
Mstep: Class 2 contains 142364 members 
Entering Unmasked Estep 
Score: -34392316.000000 Penalty: 6216.696777
	Iteration 271Q: 3 clusters Score -3.439232e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134930 members 
Mstep: Class 2 contains 142594 members 
Entering Unmasked Estep 
Score: -34392328.000000 Penalty: 6216.696777
	Iteration 272Q: 3 clusters Score -3.439233e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134703 members 
Mstep: Class 2 contains 142821 members 
Entering Unmasked Estep 
Score: -34392332.000000 Penalty: 6216.696777
	Iteration 273Q: 3 clusters Score -3.439233e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134492 members 
Mstep: Class 2 contains 143032 members 
Entering Unmasked Estep 
Score: -34392280.000000 Penalty: 6216.696777
	Iteration 274Q: 3 clusters Score -3.439228e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134285 members 
Mstep: Class 2 contains 143239 members 
Entering Unmasked Estep 
Score: -34392256.000000 Penalty: 6216.696777
	Iteration 275Q: 3 clusters Score -3.439226e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134068 members 
Mstep: Class 2 contains 143456 members 
Entering Unmasked Estep 
Score: -34392244.000000 Penalty: 6216.696777
	Iteration 276Q: 3 clusters Score -3.439224e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133845 members 
Mstep: Class 2 contains 143679 members 
Entering Unmasked Estep 
Score: -34392292.000000 Penalty: 6216.696777
	Iteration 277Q: 3 clusters Score -3.439229e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133617 members 
Mstep: Class 2 contains 143907 members 
Entering Unmasked Estep 
Score: -34392348.000000 Penalty: 6216.696777
	Iteration 278Q: 3 clusters Score -3.439235e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133416 members 
Mstep: Class 2 contains 144108 members 
Entering Unmasked Estep 
Score: -34392328.000000 Penalty: 6216.696777
	Iteration 279Q: 3 clusters Score -3.439233e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133182 members 
Mstep: Class 2 contains 144342 members 
Entering Unmasked Estep 
Score: -34392344.000000 Penalty: 6216.696777
	Iteration 280F: 3 clusters Score -3.439234e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132937 members 
Mstep: Class 2 contains 144587 members 
Entering Unmasked Estep 
Score: -34392316.000000 Penalty: 6216.696777
	Iteration 281Q: 3 clusters Score -3.439232e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132706 members 
Mstep: Class 2 contains 144818 members 
Entering Unmasked Estep 
Score: -34392328.000000 Penalty: 6216.696777
	Iteration 282Q: 3 clusters Score -3.439233e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132453 members 
Mstep: Class 2 contains 145071 members 
Entering Unmasked Estep 
Score: -34392292.000000 Penalty: 6216.696777
	Iteration 283Q: 3 clusters Score -3.439229e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132170 members 
Mstep: Class 2 contains 145354 members 
Entering Unmasked Estep 
Score: -34392296.000000 Penalty: 6216.696777
	Iteration 284Q: 3 clusters Score -3.43923e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131882 members 
Mstep: Class 2 contains 145642 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -3.43923e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131624 members 
Mstep: Class 2 contains 145900 members 
Entering Unmasked Estep 
Score: -34392324.000000 Penalty: 6216.696777
	Iteration 286Q: 3 clusters Score -3.439232e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131359 members 
Mstep: Class 2 contains 146165 members 
Entering Unmasked Estep 
Score: -34392256.000000 Penalty: 6216.696777
	Iteration 287Q: 3 clusters Score -3.439226e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131131 members 
Mstep: Class 2 contains 146393 members 
Entering Unmasked Estep 
Score: -34392296.000000 Penalty: 6216.696777
	Iteration 288Q: 3 clusters Score -3.43923e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130902 members 
Mstep: Class 2 contains 146622 members 
Entering Unmasked Estep 
Score: -34392328.000000 Penalty: 6216.696777
	Iteration 289Q: 3 clusters Score -3.439233e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130707 members 
Mstep: Class 2 contains 146817 members 
Entering Unmasked Estep 
Score: -34392328.000000 Penalty: 6216.696777
	Iteration 290Q: 3 clusters Score -3.439233e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130521 members 
Mstep: Class 2 contains 147003 members 
Entering Unmasked Estep 
Score: -34392376.000000 Penalty: 6216.696777
	Iteration 291Q: 3 clusters Score -3.439238e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130332 members 
Mstep: Class 2 contains 147192 members 
Entering Unmasked Estep 
Score: -34392348.000000 Penalty: 6216.696777
	Iteration 292Q: 3 clusters Score -3.439235e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130126 members 
Mstep: Class 2 contains 147398 members 
Entering Unmasked Estep 
Score: -34392404.000000 Penalty: 6216.696777
	Iteration 293Q: 3 clusters Score -3.43924e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129962 members 
Mstep: Class 2 contains 147562 members 
Entering Unmasked Estep 
Score: -34392368.000000 Penalty: 6216.696777
	Iteration 294Q: 3 clusters Score -3.439237e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129817 members 
Mstep: Class 2 contains 147707 members 
Entering Unmasked Estep 
Score: -34392380.000000 Penalty: 6216.696777
	Iteration 295Q: 3 clusters Score -3.439238e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129663 members 
Mstep: Class 2 contains 147861 members 
Entering Unmasked Estep 
Score: -34392304.000000 Penalty: 6216.696777
	Iteration 296Q: 3 clusters Score -3.43923e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129513 members 
Mstep: Class 2 contains 148011 members 
Entering Unmasked Estep 
Score: -34392292.000000 Penalty: 6216.696777
	Iteration 297Q: 3 clusters Score -3.439229e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129361 members 
Mstep: Class 2 contains 148163 members 
Entering Unmasked Estep 
Score: -34392292.000000 Penalty: 6216.696777
	Iteration 298Q: 3 clusters Score -3.439229e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129198 members 
Mstep: Class 2 contains 148326 members 
Entering Unmasked Estep 
Score: -34392280.000000 Penalty: 6216.696777
	Iteration 299Q: 3 clusters Score -3.439228e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129033 members 
Mstep: Class 2 contains 148491 members 
Entering Unmasked Estep 
Score: -34392236.000000 Penalty: 6216.696777
	Iteration 300F: 3 clusters Score -3.439224e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128833 members 
Mstep: Class 2 contains 148691 members 
Entering Unmasked Estep 
Score: -34392204.000000 Penalty: 6216.696777
	Iteration 301Q: 3 clusters Score -3.43922e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128635 members 
Mstep: Class 2 contains 148889 members 
Entering Unmasked Estep 
Score: -34392228.000000 Penalty: 6216.696777
	Iteration 302Q: 3 clusters Score -3.439223e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128473 members 
Mstep: Class 2 contains 149051 members 
Entering Unmasked Estep 
Score: -34392156.000000 Penalty: 6216.696777
	Iteration 303Q: 3 clusters Score -3.439216e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128309 members 
Mstep: Class 2 contains 149215 members 
Entering Unmasked Estep 
Score: -34392128.000000 Penalty: 6216.696777
	Iteration 304Q: 3 clusters Score -3.439213e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128161 members 
Mstep: Class 2 contains 149363 members 
Entering Unmasked Estep 
Score: -34392144.000000 Penalty: 6216.696777
	Iteration 305Q: 3 clusters Score -3.439214e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127996 members 
Mstep: Class 2 contains 149528 members 
Entering Unmasked Estep 
Score: -34392148.000000 Penalty: 6216.696777
	Iteration 306Q: 3 clusters Score -3.439215e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127782 members 
Mstep: Class 2 contains 149742 members 
Entering Unmasked Estep 
Score: -34392108.000000 Penalty: 6216.696777
	Iteration 307Q: 3 clusters Score -3.439211e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127541 members 
Mstep: Class 2 contains 149983 members 
Entering Unmasked Estep 
Score: -34392068.000000 Penalty: 6216.696777
	Iteration 308Q: 3 clusters Score -3.439207e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127294 members 
Mstep: Class 2 contains 150230 members 
Entering Unmasked Estep 
Score: -34392080.000000 Penalty: 6216.696777
	Iteration 309Q: 3 clusters Score -3.439208e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127037 members 
Mstep: Class 2 contains 150487 members 
Entering Unmasked Estep 
Score: -34391992.000000 Penalty: 6216.696777
	Iteration 310Q: 3 clusters Score -3.439199e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126792 members 
Mstep: Class 2 contains 150732 members 
Entering Unmasked Estep 
Score: -34391996.000000 Penalty: 6216.696777
	Iteration 311Q: 3 clusters Score -3.4392e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126546 members 
Mstep: Class 2 contains 150978 members 
Entering Unmasked Estep 
Score: -34392024.000000 Penalty: 6216.696777
	Iteration 312Q: 3 clusters Score -3.439202e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126293 members 
Mstep: Class 2 contains 151231 members 
Entering Unmasked Estep 
Score: -34392012.000000 Penalty: 6216.696777
	Iteration 313Q: 3 clusters Score -3.439201e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126046 members 
Mstep: Class 2 contains 151478 members 
Entering Unmasked Estep 
Score: -34392032.000000 Penalty: 6216.696777
	Iteration 314Q: 3 clusters Score -3.439203e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125769 members 
Mstep: Class 2 contains 151755 members 
Entering Unmasked Estep 
Score: -34392096.000000 Penalty: 6216.696777
	Iteration 315Q: 3 clusters Score -3.43921e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125503 members 
Mstep: Class 2 contains 152021 members 
Entering Unmasked Estep 
Score: -34392040.000000 Penalty: 6216.696777
	Iteration 316Q: 3 clusters Score -3.439204e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125212 members 
Mstep: Class 2 contains 152312 members 
Entering Unmasked Estep 
Score: -34392052.000000 Penalty: 6216.696777
	Iteration 317Q: 3 clusters Score -3.439205e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124895 members 
Mstep: Class 2 contains 152629 members 
Entering Unmasked Estep 
Score: -34392068.000000 Penalty: 6216.696777
	Iteration 318Q: 3 clusters Score -3.439207e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124575 members 
Mstep: Class 2 contains 152949 members 
Entering Unmasked Estep 
Score: -34392044.000000 Penalty: 6216.696777
	Iteration 319Q: 3 clusters Score -3.439204e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124237 members 
Mstep: Class 2 contains 153287 members 
Entering Unmasked Estep 
Score: -34392000.000000 Penalty: 6216.696777
	Iteration 320F: 3 clusters Score -3.4392e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123835 members 
Mstep: Class 2 contains 153689 members 
Entering Unmasked Estep 
Score: -34391928.000000 Penalty: 6216.696777
	Iteration 321Q: 3 clusters Score -3.439193e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123434 members 
Mstep: Class 2 contains 154090 members 
Entering Unmasked Estep 
Score: -34391912.000000 Penalty: 6216.696777
	Iteration 322Q: 3 clusters Score -3.439191e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123031 members 
Mstep: Class 2 contains 154493 members 
Entering Unmasked Estep 
Score: -34392024.000000 Penalty: 6216.696777
	Iteration 323Q: 3 clusters Score -3.439202e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122572 members 
Mstep: Class 2 contains 154952 members 
Entering Unmasked Estep 
Score: -34392032.000000 Penalty: 6216.696777
	Iteration 324Q: 3 clusters Score -3.439203e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122167 members 
Mstep: Class 2 contains 155357 members 
Entering Unmasked Estep 
Score: -34392004.000000 Penalty: 6216.696777
	Iteration 325Q: 3 clusters Score -3.4392e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121721 members 
Mstep: Class 2 contains 155803 members 
Entering Unmasked Estep 
Score: -34392004.000000 Penalty: 6216.696777
	Iteration 326Q: 3 clusters Score -3.4392e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121262 members 
Mstep: Class 2 contains 156262 members 
Entering Unmasked Estep 
Score: -34392040.000000 Penalty: 6216.696777
	Iteration 327Q: 3 clusters Score -3.439204e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120795 members 
Mstep: Class 2 contains 156729 members 
Entering Unmasked Estep 
Score: -34392004.000000 Penalty: 6216.696777
	Iteration 328Q: 3 clusters Score -3.4392e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120352 members 
Mstep: Class 2 contains 157172 members 
Entering Unmasked Estep 
Score: -34391960.000000 Penalty: 6216.696777
	Iteration 329Q: 3 clusters Score -3.439196e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119836 members 
Mstep: Class 2 contains 157688 members 
Entering Unmasked Estep 
Score: -34391992.000000 Penalty: 6216.696777
	Iteration 330Q: 3 clusters Score -3.439199e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119363 members 
Mstep: Class 2 contains 158161 members 
Entering Unmasked Estep 
Score: -34391988.000000 Penalty: 6216.696777
	Iteration 331Q: 3 clusters Score -3.439199e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118922 members 
Mstep: Class 2 contains 158602 members 
Entering Unmasked Estep 
Score: -34392012.000000 Penalty: 6216.696777
	Iteration 332Q: 3 clusters Score -3.439201e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118466 members 
Mstep: Class 2 contains 159058 members 
Entering Unmasked Estep 
Score: -34392044.000000 Penalty: 6216.696777
	Iteration 333Q: 3 clusters Score -3.439204e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118004 members 
Mstep: Class 2 contains 159520 members 
Entering Unmasked Estep 
Score: -34392024.000000 Penalty: 6216.696777
	Iteration 334Q: 3 clusters Score -3.439202e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117534 members 
Mstep: Class 2 contains 159990 members 
Entering Unmasked Estep 
Score: -34392052.000000 Penalty: 6216.696777
	Iteration 335Q: 3 clusters Score -3.439205e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117053 members 
Mstep: Class 2 contains 160471 members 
Entering Unmasked Estep 
Score: -34392116.000000 Penalty: 6216.696777
	Iteration 336Q: 3 clusters Score -3.439212e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116543 members 
Mstep: Class 2 contains 160981 members 
Entering Unmasked Estep 
Score: -34392160.000000 Penalty: 6216.696777
	Iteration 337Q: 3 clusters Score -3.439216e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116016 members 
Mstep: Class 2 contains 161508 members 
Entering Unmasked Estep 
Score: -34392204.000000 Penalty: 6216.696777
	Iteration 338Q: 3 clusters Score -3.43922e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115424 members 
Mstep: Class 2 contains 162100 members 
Entering Unmasked Estep 
Score: -34392312.000000 Penalty: 6216.696777
	Iteration 339Q: 3 clusters Score -3.439231e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114847 members 
Mstep: Class 2 contains 162677 members 
Entering Unmasked Estep 
Score: -34392336.000000 Penalty: 6216.696777
	Iteration 340F: 3 clusters Score -3.439234e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114258 members 
Mstep: Class 2 contains 163266 members 
Entering Unmasked Estep 
Score: -34392396.000000 Penalty: 6216.696777
	Iteration 341Q: 3 clusters Score -3.43924e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113665 members 
Mstep: Class 2 contains 163859 members 
Entering Unmasked Estep 
Score: -34392344.000000 Penalty: 6216.696777
	Iteration 342Q: 3 clusters Score -3.439234e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113088 members 
Mstep: Class 2 contains 164436 members 
Entering Unmasked Estep 
Score: -34392272.000000 Penalty: 6216.696777
	Iteration 343Q: 3 clusters Score -3.439227e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112484 members 
Mstep: Class 2 contains 165040 members 
Entering Unmasked Estep 
Score: -34392244.000000 Penalty: 6216.696777
	Iteration 344Q: 3 clusters Score -3.439224e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111888 members 
Mstep: Class 2 contains 165636 members 
Entering Unmasked Estep 
Score: -34392196.000000 Penalty: 6216.696777
	Iteration 345Q: 3 clusters Score -3.43922e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111291 members 
Mstep: Class 2 contains 166233 members 
Entering Unmasked Estep 
Score: -34392076.000000 Penalty: 6216.696777
	Iteration 346Q: 3 clusters Score -3.439208e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110676 members 
Mstep: Class 2 contains 166848 members 
Entering Unmasked Estep 
Score: -34392080.000000 Penalty: 6216.696777
	Iteration 347Q: 3 clusters Score -3.439208e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110083 members 
Mstep: Class 2 contains 167441 members 
Entering Unmasked Estep 
Score: -34392092.000000 Penalty: 6216.696777
	Iteration 348Q: 3 clusters Score -3.439209e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109501 members 
Mstep: Class 2 contains 168023 members 
Entering Unmasked Estep 
Score: -34392108.000000 Penalty: 6216.696777
	Iteration 349Q: 3 clusters Score -3.439211e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108920 members 
Mstep: Class 2 contains 168604 members 
Entering Unmasked Estep 
Score: -34392096.000000 Penalty: 6216.696777
	Iteration 350Q: 3 clusters Score -3.43921e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108335 members 
Mstep: Class 2 contains 169189 members 
Entering Unmasked Estep 
Score: -34392044.000000 Penalty: 6216.696777
	Iteration 351Q: 3 clusters Score -3.439204e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107683 members 
Mstep: Class 2 contains 169841 members 
Entering Unmasked Estep 
Score: -34392080.000000 Penalty: 6216.696777
	Iteration 352Q: 3 clusters Score -3.439208e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106991 members 
Mstep: Class 2 contains 170533 members 
Entering Unmasked Estep 
Score: -34392084.000000 Penalty: 6216.696777
	Iteration 353Q: 3 clusters Score -3.439208e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106247 members 
Mstep: Class 2 contains 171277 members 
Entering Unmasked Estep 
Score: -34392084.000000 Penalty: 6216.696777
	Iteration 354Q: 3 clusters Score -3.439208e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105500 members 
Mstep: Class 2 contains 172024 members 
Entering Unmasked Estep 
Score: -34392088.000000 Penalty: 6216.696777
	Iteration 355Q: 3 clusters Score -3.439209e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104754 members 
Mstep: Class 2 contains 172770 members 
Entering Unmasked Estep 
Score: -34392052.000000 Penalty: 6216.696777
	Iteration 356Q: 3 clusters Score -3.439205e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103992 members 
Mstep: Class 2 contains 173532 members 
Entering Unmasked Estep 
Score: -34392060.000000 Penalty: 6216.696777
	Iteration 357Q: 3 clusters Score -3.439206e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103215 members 
Mstep: Class 2 contains 174309 members 
Entering Unmasked Estep 
Score: -34392088.000000 Penalty: 6216.696777
	Iteration 358Q: 3 clusters Score -3.439209e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102444 members 
Mstep: Class 2 contains 175080 members 
Entering Unmasked Estep 
Score: -34392080.000000 Penalty: 6216.696777
	Iteration 359Q: 3 clusters Score -3.439208e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101668 members 
Mstep: Class 2 contains 175856 members 
Entering Unmasked Estep 
Score: -34392036.000000 Penalty: 6216.696777
	Iteration 360F: 3 clusters Score -3.439204e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100882 members 
Mstep: Class 2 contains 176642 members 
Entering Unmasked Estep 
Score: -34392076.000000 Penalty: 6216.696777
	Iteration 361Q: 3 clusters Score -3.439208e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100092 members 
Mstep: Class 2 contains 177432 members 
Entering Unmasked Estep 
Score: -34392136.000000 Penalty: 6216.696777
	Iteration 362Q: 3 clusters Score -3.439214e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99256 members 
Mstep: Class 2 contains 178268 members 
Entering Unmasked Estep 
Score: -34392128.000000 Penalty: 6216.696777
	Iteration 363Q: 3 clusters Score -3.439213e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98441 members 
Mstep: Class 2 contains 179083 members 
Entering Unmasked Estep 
Score: -34392164.000000 Penalty: 6216.696777
	Iteration 364Q: 3 clusters Score -3.439216e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97630 members 
Mstep: Class 2 contains 179894 members 
Entering Unmasked Estep 
Score: -34392172.000000 Penalty: 6216.696777
	Iteration 365Q: 3 clusters Score -3.439217e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96843 members 
Mstep: Class 2 contains 180681 members 
Entering Unmasked Estep 
Score: -34392184.000000 Penalty: 6216.696777
	Iteration 366Q: 3 clusters Score -3.439218e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96065 members 
Mstep: Class 2 contains 181459 members 
Entering Unmasked Estep 
Score: -34392268.000000 Penalty: 6216.696777
	Iteration 367Q: 3 clusters Score -3.439227e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95290 members 
Mstep: Class 2 contains 182234 members 
Entering Unmasked Estep 
Score: -34392296.000000 Penalty: 6216.696777
	Iteration 368Q: 3 clusters Score -3.43923e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94563 members 
Mstep: Class 2 contains 182961 members 
Entering Unmasked Estep 
Score: -34392216.000000 Penalty: 6216.696777
	Iteration 369Q: 3 clusters Score -3.439222e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93806 members 
Mstep: Class 2 contains 183718 members 
Entering Unmasked Estep 
Score: -34392244.000000 Penalty: 6216.696777
	Iteration 370Q: 3 clusters Score -3.439224e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93037 members 
Mstep: Class 2 contains 184487 members 
Entering Unmasked Estep 
Score: -34392296.000000 Penalty: 6216.696777
	Iteration 371Q: 3 clusters Score -3.43923e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92277 members 
Mstep: Class 2 contains 185247 members 
Entering Unmasked Estep 
Score: -34392364.000000 Penalty: 6216.696777
	Iteration 372Q: 3 clusters Score -3.439236e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91507 members 
Mstep: Class 2 contains 186017 members 
Entering Unmasked Estep 
Score: -34392480.000000 Penalty: 6216.696777
	Iteration 373Q: 3 clusters Score -3.439248e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90728 members 
Mstep: Class 2 contains 186796 members 
Entering Unmasked Estep 
Score: -34392512.000000 Penalty: 6216.696777
	Iteration 374Q: 3 clusters Score -3.439251e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89946 members 
Mstep: Class 2 contains 187578 members 
Entering Unmasked Estep 
Score: -34392440.000000 Penalty: 6216.696777
	Iteration 375Q: 3 clusters Score -3.439244e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89215 members 
Mstep: Class 2 contains 188309 members 
Entering Unmasked Estep 
Score: -34392444.000000 Penalty: 6216.696777
	Iteration 376Q: 3 clusters Score -3.439244e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88438 members 
Mstep: Class 2 contains 189086 members 
Entering Unmasked Estep 
Score: -34392536.000000 Penalty: 6216.696777
	Iteration 377Q: 3 clusters Score -3.439254e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87708 members 
Mstep: Class 2 contains 189816 members 
Entering Unmasked Estep 
Score: -34392548.000000 Penalty: 6216.696777
	Iteration 378Q: 3 clusters Score -3.439255e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87014 members 
Mstep: Class 2 contains 190510 members 
Entering Unmasked Estep 
Score: -34392632.000000 Penalty: 6216.696777
	Iteration 379Q: 3 clusters Score -3.439263e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86283 members 
Mstep: Class 2 contains 191241 members 
Entering Unmasked Estep 
Score: -34392704.000000 Penalty: 6216.696777
	Iteration 380F: 3 clusters Score -3.43927e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85500 members 
Mstep: Class 2 contains 192024 members 
Entering Unmasked Estep 
Score: -34392804.000000 Penalty: 6216.696777
	Iteration 381Q: 3 clusters Score -3.43928e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84666 members 
Mstep: Class 2 contains 192858 members 
Entering Unmasked Estep 
Score: -34392880.000000 Penalty: 6216.696777
	Iteration 382Q: 3 clusters Score -3.439288e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83804 members 
Mstep: Class 2 contains 193720 members 
Entering Unmasked Estep 
Score: -34392828.000000 Penalty: 6216.696777
	Iteration 383Q: 3 clusters Score -3.439283e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82986 members 
Mstep: Class 2 contains 194538 members 
Entering Unmasked Estep 
Score: -34392848.000000 Penalty: 6216.696777
	Iteration 384Q: 3 clusters Score -3.439285e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82178 members 
Mstep: Class 2 contains 195346 members 
Entering Unmasked Estep 
Score: -34392792.000000 Penalty: 6216.696777
	Iteration 385Q: 3 clusters Score -3.439279e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81372 members 
Mstep: Class 2 contains 196152 members 
Entering Unmasked Estep 
Score: -34392900.000000 Penalty: 6216.696777
	Iteration 386Q: 3 clusters Score -3.43929e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80519 members 
Mstep: Class 2 contains 197005 members 
Entering Unmasked Estep 
Score: -34392908.000000 Penalty: 6216.696777
	Iteration 387Q: 3 clusters Score -3.439291e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79717 members 
Mstep: Class 2 contains 197807 members 
Entering Unmasked Estep 
Score: -34393104.000000 Penalty: 6216.696777
	Iteration 388Q: 3 clusters Score -3.43931e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78928 members 
Mstep: Class 2 contains 198596 members 
Entering Unmasked Estep 
Score: -34393176.000000 Penalty: 6216.696777
	Iteration 389Q: 3 clusters Score -3.439318e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78055 members 
Mstep: Class 2 contains 199469 members 
Entering Unmasked Estep 
Score: -34393216.000000 Penalty: 6216.696777
	Iteration 390Q: 3 clusters Score -3.439322e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77160 members 
Mstep: Class 2 contains 200364 members 
Entering Unmasked Estep 
Score: -34393268.000000 Penalty: 6216.696777
	Iteration 391Q: 3 clusters Score -3.439327e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76291 members 
Mstep: Class 2 contains 201233 members 
Entering Unmasked Estep 
Score: -34393288.000000 Penalty: 6216.696777
	Iteration 392Q: 3 clusters Score -3.439329e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75436 members 
Mstep: Class 2 contains 202088 members 
Entering Unmasked Estep 
Score: -34393236.000000 Penalty: 6216.696777
	Iteration 393Q: 3 clusters Score -3.439324e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74570 members 
Mstep: Class 2 contains 202954 members 
Entering Unmasked Estep 
Score: -34393252.000000 Penalty: 6216.696777
	Iteration 394Q: 3 clusters Score -3.439325e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73722 members 
Mstep: Class 2 contains 203802 members 
Entering Unmasked Estep 
Score: -34393324.000000 Penalty: 6216.696777
	Iteration 395Q: 3 clusters Score -3.439332e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72814 members 
Mstep: Class 2 contains 204710 members 
Entering Unmasked Estep 
Score: -34393452.000000 Penalty: 6216.696777
	Iteration 396Q: 3 clusters Score -3.439345e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71857 members 
Mstep: Class 2 contains 205667 members 
Entering Unmasked Estep 
Score: -34393432.000000 Penalty: 6216.696777
	Iteration 397Q: 3 clusters Score -3.439343e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70991 members 
Mstep: Class 2 contains 206533 members 
Entering Unmasked Estep 
Score: -34393532.000000 Penalty: 6216.696777
	Iteration 398Q: 3 clusters Score -3.439353e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70121 members 
Mstep: Class 2 contains 207403 members 
Entering Unmasked Estep 
Score: -34393460.000000 Penalty: 6216.696777
	Iteration 399Q: 3 clusters Score -3.439346e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69237 members 
Mstep: Class 2 contains 208287 members 
Entering Unmasked Estep 
Score: -34393532.000000 Penalty: 6216.696777
	Iteration 400F: 3 clusters Score -3.439353e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 209215 members 
Entering Unmasked Estep 
Score: -34393652.000000 Penalty: 6216.696777
	Iteration 401Q: 3 clusters Score -3.439365e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67395 members 
Mstep: Class 2 contains 210129 members 
Entering Unmasked Estep 
Score: -34393628.000000 Penalty: 6216.696777
	Iteration 402Q: 3 clusters Score -3.439363e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66551 members 
Mstep: Class 2 contains 210973 members 
Entering Unmasked Estep 
Score: -34393492.000000 Penalty: 6216.696777
	Iteration 403Q: 3 clusters Score -3.439349e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65732 members 
Mstep: Class 2 contains 211792 members 
Entering Unmasked Estep 
Score: -34393544.000000 Penalty: 6216.696777
	Iteration 404Q: 3 clusters Score -3.439354e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64913 members 
Mstep: Class 2 contains 212611 members 
Entering Unmasked Estep 
Score: -34393588.000000 Penalty: 6216.696777
	Iteration 405Q: 3 clusters Score -3.439359e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 213462 members 
Entering Unmasked Estep 
Score: -34393680.000000 Penalty: 6216.696777
	Iteration 406Q: 3 clusters Score -3.439368e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63178 members 
Mstep: Class 2 contains 214346 members 
Entering Unmasked Estep 
Score: -34393640.000000 Penalty: 6216.696777
	Iteration 407Q: 3 clusters Score -3.439364e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 215230 members 
Entering Unmasked Estep 
Score: -34393752.000000 Penalty: 6216.696777
	Iteration 408Q: 3 clusters Score -3.439375e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61437 members 
Mstep: Class 2 contains 216087 members 
Entering Unmasked Estep 
Score: -34393780.000000 Penalty: 6216.696777
	Iteration 409Q: 3 clusters Score -3.439378e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 216965 members 
Entering Unmasked Estep 
Score: -34393844.000000 Penalty: 6216.696777
	Iteration 410Q: 3 clusters Score -3.439384e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 217889 members 
Entering Unmasked Estep 
Score: -34393844.000000 Penalty: 6216.696777
	Iteration 411Q: 3 clusters Score -3.439384e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58806 members 
Mstep: Class 2 contains 218718 members 
Entering Unmasked Estep 
Score: -34393880.000000 Penalty: 6216.696777
	Iteration 412Q: 3 clusters Score -3.439388e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57983 members 
Mstep: Class 2 contains 219541 members 
Entering Unmasked Estep 
Score: -34393920.000000 Penalty: 6216.696777
	Iteration 413Q: 3 clusters Score -3.439392e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57156 members 
Mstep: Class 2 contains 220368 members 
Entering Unmasked Estep 
Score: -34393984.000000 Penalty: 6216.696777
	Iteration 414Q: 3 clusters Score -3.439398e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 221180 members 
Entering Unmasked Estep 
Score: -34394008.000000 Penalty: 6216.696777
	Iteration 415Q: 3 clusters Score -3.439401e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55493 members 
Mstep: Class 2 contains 222031 members 
Entering Unmasked Estep 
Score: -34394076.000000 Penalty: 6216.696777
	Iteration 416Q: 3 clusters Score -3.439408e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 222946 members 
Entering Unmasked Estep 
Score: -34394176.000000 Penalty: 6216.696777
	Iteration 417Q: 3 clusters Score -3.439418e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 223861 members 
Entering Unmasked Estep 
Score: -34394328.000000 Penalty: 6216.696777
	Iteration 418Q: 3 clusters Score -3.439433e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 224784 members 
Entering Unmasked Estep 
Score: -34394292.000000 Penalty: 6216.696777
	Iteration 419Q: 3 clusters Score -3.439429e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 225751 members 
Entering Unmasked Estep 
Score: -34394420.000000 Penalty: 6216.696777
	Iteration 420F: 3 clusters Score -3.439442e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50825 members 
Mstep: Class 2 contains 226699 members 
Entering Unmasked Estep 
Score: -34394464.000000 Penalty: 6216.696777
	Iteration 421Q: 3 clusters Score -3.439446e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 227662 members 
Entering Unmasked Estep 
Score: -34394504.000000 Penalty: 6216.696777
	Iteration 422Q: 3 clusters Score -3.43945e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 228641 members 
Entering Unmasked Estep 
Score: -34394536.000000 Penalty: 6216.696777
	Iteration 423Q: 3 clusters Score -3.439454e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 229702 members 
Entering Unmasked Estep 
Score: -34394636.000000 Penalty: 6216.696777
	Iteration 424Q: 3 clusters Score -3.439464e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 230793 members 
Entering Unmasked Estep 
Score: -34394868.000000 Penalty: 6216.696777
	Iteration 425Q: 3 clusters Score -3.439487e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 231910 members 
Entering Unmasked Estep 
Score: -34395036.000000 Penalty: 6216.696777
	Iteration 426Q: 3 clusters Score -3.439504e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 233100 members 
Entering Unmasked Estep 
Score: -34395024.000000 Penalty: 6216.696777
	Iteration 427Q: 3 clusters Score -3.439502e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 234296 members 
Entering Unmasked Estep 
Score: -34395236.000000 Penalty: 6216.696777
	Iteration 428Q: 3 clusters Score -3.439524e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 235552 members 
Entering Unmasked Estep 
Score: -34395380.000000 Penalty: 6216.696777
	Iteration 429Q: 3 clusters Score -3.439538e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 236840 members 
Entering Unmasked Estep 
Score: -34395556.000000 Penalty: 6216.696777
	Iteration 430Q: 3 clusters Score -3.439556e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 238116 members 
Entering Unmasked Estep 
Score: -34395740.000000 Penalty: 6216.696777
	Iteration 431Q: 3 clusters Score -3.439574e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 239296 members 
Entering Unmasked Estep 
Score: -34395872.000000 Penalty: 6216.696777
	Iteration 432Q: 3 clusters Score -3.439587e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 240430 members 
Entering Unmasked Estep 
Score: -34396044.000000 Penalty: 6216.696777
	Iteration 433Q: 3 clusters Score -3.439604e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 241546 members 
Entering Unmasked Estep 
Score: -34396200.000000 Penalty: 6216.696777
	Iteration 434Q: 3 clusters Score -3.43962e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 242678 members 
Entering Unmasked Estep 
Score: -34396436.000000 Penalty: 6216.696777
	Iteration 435Q: 3 clusters Score -3.439644e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 243781 members 
Entering Unmasked Estep 
Score: -34396572.000000 Penalty: 6216.696777
	Iteration 436Q: 3 clusters Score -3.439657e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 244818 members 
Entering Unmasked Estep 
Score: -34396764.000000 Penalty: 6216.696777
	Iteration 437Q: 3 clusters Score -3.439676e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 245820 members 
Entering Unmasked Estep 
Score: -34396968.000000 Penalty: 6216.696777
	Iteration 438Q: 3 clusters Score -3.439697e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 246812 members 
Entering Unmasked Estep 
Score: -34397164.000000 Penalty: 6216.696777
	Iteration 439Q: 3 clusters Score -3.439716e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 247756 members 
Entering Unmasked Estep 
Score: -34397332.000000 Penalty: 6216.696777
	Iteration 440F: 3 clusters Score -3.439733e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 248681 members 
Entering Unmasked Estep 
Score: -34397380.000000 Penalty: 6216.696777
	Iteration 441Q: 3 clusters Score -3.439738e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 249555 members 
Entering Unmasked Estep 
Score: -34397464.000000 Penalty: 6216.696777
	Iteration 442Q: 3 clusters Score -3.439746e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 250401 members 
Entering Unmasked Estep 
Score: -34397532.000000 Penalty: 6216.696777
	Iteration 443Q: 3 clusters Score -3.439753e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 251228 members 
Entering Unmasked Estep 
Score: -34397672.000000 Penalty: 6216.696777
	Iteration 444Q: 3 clusters Score -3.439767e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 252021 members 
Entering Unmasked Estep 
Score: -34397776.000000 Penalty: 6216.696777
	Iteration 445Q: 3 clusters Score -3.439778e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 252761 members 
Entering Unmasked Estep 
Score: -34397980.000000 Penalty: 6216.696777
	Iteration 446Q: 3 clusters Score -3.439798e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 253532 members 
Entering Unmasked Estep 
Score: -34398252.000000 Penalty: 6216.696777
	Iteration 447Q: 3 clusters Score -3.439825e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 254288 members 
Entering Unmasked Estep 
Score: -34398300.000000 Penalty: 6216.696777
	Iteration 448Q: 3 clusters Score -3.43983e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 255036 members 
Entering Unmasked Estep 
Score: -34398432.000000 Penalty: 6216.696777
	Iteration 449Q: 3 clusters Score -3.439843e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 255783 members 
Entering Unmasked Estep 
Score: -34398576.000000 Penalty: 6216.696777
	Iteration 450Q: 3 clusters Score -3.439858e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 256470 members 
Entering Unmasked Estep 
Score: -34398684.000000 Penalty: 6216.696777
	Iteration 451Q: 3 clusters Score -3.439868e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 257084 members 
Entering Unmasked Estep 
Score: -34398732.000000 Penalty: 6216.696777
	Iteration 452Q: 3 clusters Score -3.439873e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 257706 members 
Entering Unmasked Estep 
Score: -34398832.000000 Penalty: 6216.696777
	Iteration 453Q: 3 clusters Score -3.439883e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 258316 members 
Entering Unmasked Estep 
Score: -34399096.000000 Penalty: 6216.696777
	Iteration 454Q: 3 clusters Score -3.43991e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 258877 members 
Entering Unmasked Estep 
Score: -34399240.000000 Penalty: 6216.696777
	Iteration 455Q: 3 clusters Score -3.439924e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 259426 members 
Entering Unmasked Estep 
Score: -34399380.000000 Penalty: 6216.696777
	Iteration 456Q: 3 clusters Score -3.439938e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 259981 members 
Entering Unmasked Estep 
Score: -34399376.000000 Penalty: 6216.696777
	Iteration 457Q: 3 clusters Score -3.439938e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 260502 members 
Entering Unmasked Estep 
Score: -34399476.000000 Penalty: 6216.696777
	Iteration 458Q: 3 clusters Score -3.439948e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 260996 members 
Entering Unmasked Estep 
Score: -34399628.000000 Penalty: 6216.696777
	Iteration 459Q: 3 clusters Score -3.439963e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 261477 members 
Entering Unmasked Estep 
Score: -34399656.000000 Penalty: 6216.696777
	Iteration 460F: 3 clusters Score -3.439966e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 261953 members 
Entering Unmasked Estep 
Score: -34399812.000000 Penalty: 6216.696777
	Iteration 461Q: 3 clusters Score -3.439981e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 262416 members 
Entering Unmasked Estep 
Score: -34400016.000000 Penalty: 6216.696777
	Iteration 462Q: 3 clusters Score -3.440002e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 262865 members 
Entering Unmasked Estep 
Score: -34400144.000000 Penalty: 6216.696777
	Iteration 463Q: 3 clusters Score -3.440014e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 263303 members 
Entering Unmasked Estep 
Score: -34400208.000000 Penalty: 6216.696777
	Iteration 464Q: 3 clusters Score -3.440021e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 263752 members 
Entering Unmasked Estep 
Score: -34400212.000000 Penalty: 6216.696777
	Iteration 465Q: 3 clusters Score -3.440021e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 264156 members 
Entering Unmasked Estep 
Score: -34400368.000000 Penalty: 6216.696777
	Iteration 466Q: 3 clusters Score -3.440037e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 264550 members 
Entering Unmasked Estep 
Score: -34400380.000000 Penalty: 6216.696777
	Iteration 467Q: 3 clusters Score -3.440038e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 264939 members 
Entering Unmasked Estep 
Score: -34400468.000000 Penalty: 6216.696777
	Iteration 468Q: 3 clusters Score -3.440047e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 265262 members 
Entering Unmasked Estep 
Score: -34400500.000000 Penalty: 6216.696777
	Iteration 469Q: 3 clusters Score -3.44005e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 265576 members 
Entering Unmasked Estep 
Score: -34400592.000000 Penalty: 6216.696777
	Iteration 470Q: 3 clusters Score -3.440059e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 265896 members 
Entering Unmasked Estep 
Score: -34400640.000000 Penalty: 6216.696777
	Iteration 471Q: 3 clusters Score -3.440064e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 266206 members 
Entering Unmasked Estep 
Score: -34400608.000000 Penalty: 6216.696777
	Iteration 472Q: 3 clusters Score -3.440061e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 266520 members 
Entering Unmasked Estep 
Score: -34400716.000000 Penalty: 6216.696777
	Iteration 473Q: 3 clusters Score -3.440072e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 266826 members 
Entering Unmasked Estep 
Score: -34400824.000000 Penalty: 6216.696777
	Iteration 474Q: 3 clusters Score -3.440082e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 267125 members 
Entering Unmasked Estep 
Score: -34400808.000000 Penalty: 6216.696777
	Iteration 475Q: 3 clusters Score -3.440081e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 267399 members 
Entering Unmasked Estep 
Score: -34400844.000000 Penalty: 6216.696777
	Iteration 476Q: 3 clusters Score -3.440084e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 267657 members 
Entering Unmasked Estep 
Score: -34400912.000000 Penalty: 6216.696777
	Iteration 477Q: 3 clusters Score -3.440091e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 267901 members 
Entering Unmasked Estep 
Score: -34400952.000000 Penalty: 6216.696777
	Iteration 478Q: 3 clusters Score -3.440095e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 268119 members 
Entering Unmasked Estep 
Score: -34400988.000000 Penalty: 6216.696777
	Iteration 479Q: 3 clusters Score -3.440099e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 268333 members 
Entering Unmasked Estep 
Score: -34401000.000000 Penalty: 6216.696777
	Iteration 480F: 3 clusters Score -3.4401e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 268530 members 
Entering Unmasked Estep 
Score: -34401028.000000 Penalty: 6216.696777
	Iteration 481Q: 3 clusters Score -3.440103e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 268697 members 
Entering Unmasked Estep 
Score: -34401116.000000 Penalty: 6216.696777
	Iteration 482Q: 3 clusters Score -3.440112e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 268865 members 
Entering Unmasked Estep 
Score: -34401184.000000 Penalty: 6216.696777
	Iteration 483Q: 3 clusters Score -3.440118e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 269039 members 
Entering Unmasked Estep 
Score: -34401160.000000 Penalty: 6216.696777
	Iteration 484Q: 3 clusters Score -3.440116e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 269204 members 
Entering Unmasked Estep 
Score: -34401132.000000 Penalty: 6216.696777
	Iteration 485Q: 3 clusters Score -3.440113e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 269359 members 
Entering Unmasked Estep 
Score: -34401208.000000 Penalty: 6216.696777
	Iteration 486Q: 3 clusters Score -3.440121e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 269524 members 
Entering Unmasked Estep 
Score: -34401256.000000 Penalty: 6216.696777
	Iteration 487Q: 3 clusters Score -3.440126e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 269667 members 
Entering Unmasked Estep 
Score: -34401220.000000 Penalty: 6216.696777
	Iteration 488Q: 3 clusters Score -3.440122e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 269802 members 
Entering Unmasked Estep 
Score: -34401204.000000 Penalty: 6216.696777
	Iteration 489Q: 3 clusters Score -3.44012e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 269914 members 
Entering Unmasked Estep 
Score: -34401288.000000 Penalty: 6216.696777
	Iteration 490Q: 3 clusters Score -3.440129e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 270027 members 
Entering Unmasked Estep 
Score: -34401280.000000 Penalty: 6216.696777
	Iteration 491Q: 3 clusters Score -3.440128e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 270151 members 
Entering Unmasked Estep 
Score: -34401328.000000 Penalty: 6216.696777
	Iteration 492Q: 3 clusters Score -3.440133e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 270266 members 
Entering Unmasked Estep 
Score: -34401352.000000 Penalty: 6216.696777
	Iteration 493Q: 3 clusters Score -3.440135e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 270365 members 
Entering Unmasked Estep 
Score: -34401332.000000 Penalty: 6216.696777
	Iteration 494Q: 3 clusters Score -3.440133e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 270466 members 
Entering Unmasked Estep 
Score: -34401356.000000 Penalty: 6216.696777
	Iteration 495Q: 3 clusters Score -3.440136e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 270548 members 
Entering Unmasked Estep 
Score: -34401404.000000 Penalty: 6216.696777
	Iteration 496Q: 3 clusters Score -3.44014e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 270617 members 
Entering Unmasked Estep 
Score: -34401404.000000 Penalty: 6216.696777
	Iteration 497Q: 3 clusters Score -3.44014e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 270699 members 
Entering Unmasked Estep 
Score: -34401368.000000 Penalty: 6216.696777
	Iteration 498Q: 3 clusters Score -3.440137e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 270798 members 
Entering Unmasked Estep 
Score: -34401448.000000 Penalty: 6216.696777
	Iteration 499Q: 3 clusters Score -3.440145e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 270890 members 
Entering Unmasked Estep 
Score: -34401436.000000 Penalty: 6216.696777
	Iteration 500F: 3 clusters Score -3.440144e+07 nChanged 110
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 5 (9932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Entering Unmasked Estep 
Score: -1196058.625000 Penalty: 2282.472168
	Iteration 0F: 2 clusters Score -1196059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1188436.000000 Penalty: 4564.944336
	Iteration 0F: 3 clusters Score -1188436 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1190693.375000 Penalty: 4564.944336
	Iteration 1F: 3 clusters Score -1190693 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1191034.125000 Penalty: 4564.944336
	Iteration 2F: 3 clusters Score -1191034 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1191353.750000 Penalty: 4564.944336
	Iteration 3F: 3 clusters Score -1191354 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1191654.625000 Penalty: 4564.944336
	Iteration 4F: 3 clusters Score -1191655 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1191987.875000 Penalty: 4564.944336
	Iteration 5F: 3 clusters Score -1191988 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1192381.875000 Penalty: 4564.944336
	Iteration 6F: 3 clusters Score -1192382 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1192807.250000 Penalty: 4564.944336
	Iteration 7F: 3 clusters Score -1192807 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1193236.125000 Penalty: 4564.944336
	Iteration 8F: 3 clusters Score -1193236 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1193631.000000 Penalty: 4564.944336
	Iteration 9Q: 3 clusters Score -1193631 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1193965.375000 Penalty: 4564.944336
	Iteration 10Q: 3 clusters Score -1193965 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1194254.250000 Penalty: 4564.944336
	Iteration 11Q: 3 clusters Score -1194254 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1194480.750000 Penalty: 4564.944336
	Iteration 12Q: 3 clusters Score -1194481 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1194647.750000 Penalty: 4564.944336
	Iteration 13Q: 3 clusters Score -1194648 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1194774.750000 Penalty: 4564.944336
	Iteration 14Q: 3 clusters Score -1194775 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1194857.625000 Penalty: 4564.944336
	Iteration 15Q: 3 clusters Score -1194858 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1194916.125000 Penalty: 4564.944336
	Iteration 16Q: 3 clusters Score -1194916 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1194951.500000 Penalty: 4564.944336
	Iteration 17Q: 3 clusters Score -1194952 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1194979.375000 Penalty: 4564.944336
	Iteration 18Q: 3 clusters Score -1194979 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1194997.375000 Penalty: 4564.944336
	Iteration 19Q: 3 clusters Score -1194997 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1195007.500000 Penalty: 4564.944336
	Iteration 20F: 3 clusters Score -1195008 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1195022.250000 Penalty: 4564.944336
	Iteration 21Q: 3 clusters Score -1195022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1195024.500000 Penalty: 4564.944336
	Iteration 22Q: 3 clusters Score -1195024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1195028.375000 Penalty: 4564.944336
	Iteration 23Q: 3 clusters Score -1195028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1195034.125000 Penalty: 4564.944336
	Iteration 24Q: 3 clusters Score -1195034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1195037.500000 Penalty: 4564.944336
	Iteration 25Q: 3 clusters Score -1195038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1195042.500000 Penalty: 4564.944336
	Iteration 26Q: 3 clusters Score -1195042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1195042.875000 Penalty: 4564.944336
	Iteration 27Q: 3 clusters Score -1195043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1195046.125000 Penalty: 4564.944336
	Iteration 28Q: 3 clusters Score -1195046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1195047.375000 Penalty: 4564.944336
	Iteration 29Q: 3 clusters Score -1195047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1195050.375000 Penalty: 4564.944336
	Iteration 30Q: 3 clusters Score -1195050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1195049.875000 Penalty: 4564.944336
	Iteration 31Q: 3 clusters Score -1195050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1195046.875000 Penalty: 4564.944336
	Iteration 32Q: 3 clusters Score -1195047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1195048.125000 Penalty: 4564.944336
	Iteration 33Q: 3 clusters Score -1195048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1195049.125000 Penalty: 4564.944336
	Iteration 34Q: 3 clusters Score -1195049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1195050.375000 Penalty: 4564.944336
	Iteration 35Q: 3 clusters Score -1195050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1195052.125000 Penalty: 4564.944336
	Iteration 36Q: 3 clusters Score -1195052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1195053.875000 Penalty: 4564.944336
	Iteration 37Q: 3 clusters Score -1195054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1195053.625000 Penalty: 4564.944336
	Iteration 38Q: 3 clusters Score -1195054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1195053.250000 Penalty: 4564.944336
	Iteration 39Q: 3 clusters Score -1195053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1195054.375000 Penalty: 4564.944336
	Iteration 40F: 3 clusters Score -1195054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1195053.500000 Penalty: 4564.944336
	Iteration 41Q: 3 clusters Score -1195054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1195053.750000 Penalty: 4564.944336
	Iteration 42Q: 3 clusters Score -1195054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1195054.875000 Penalty: 4564.944336
	Iteration 43Q: 3 clusters Score -1195055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1195056.125000 Penalty: 4564.944336
	Iteration 44Q: 3 clusters Score -1195056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1195052.875000 Penalty: 4564.944336
	Iteration 45Q: 3 clusters Score -1195053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1195054.125000 Penalty: 4564.944336
	Iteration 46Q: 3 clusters Score -1195054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1195054.125000 Penalty: 4564.944336
	Iteration 47F: 3 clusters Score -1195054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Entering Unmasked Estep 
Score: -2701306.250000 Penalty: 2480.871582
	Iteration 0F: 2 clusters Score -2701306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2685897.250000 Penalty: 4961.743164
	Iteration 0F: 3 clusters Score -2685897 nChanged 9819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2691131.000000 Penalty: 4961.743164
	Iteration 1F: 3 clusters Score -2691131 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2691511.500000 Penalty: 4961.743164
	Iteration 2F: 3 clusters Score -2691512 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2691797.000000 Penalty: 4961.743164
	Iteration 3Q: 3 clusters Score -2691797 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2692015.750000 Penalty: 4961.743164
	Iteration 4Q: 3 clusters Score -2692016 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2692215.500000 Penalty: 4961.743164
	Iteration 5Q: 3 clusters Score -2692216 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2692413.750000 Penalty: 4961.743164
	Iteration 6Q: 3 clusters Score -2692414 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2692575.250000 Penalty: 4961.743164
	Iteration 7Q: 3 clusters Score -2692575 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2692732.000000 Penalty: 4961.743164
	Iteration 8Q: 3 clusters Score -2692732 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2692845.500000 Penalty: 4961.743164
	Iteration 9Q: 3 clusters Score -2692846 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2693008.750000 Penalty: 4961.743164
	Iteration 10Q: 3 clusters Score -2693009 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2693177.750000 Penalty: 4961.743164
	Iteration 11Q: 3 clusters Score -2693178 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2693387.000000 Penalty: 4961.743164
	Iteration 12Q: 3 clusters Score -2693387 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2693658.000000 Penalty: 4961.743164
	Iteration 13Q: 3 clusters Score -2693658 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2693973.750000 Penalty: 4961.743164
	Iteration 14Q: 3 clusters Score -2693974 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2694341.500000 Penalty: 4961.743164
	Iteration 15Q: 3 clusters Score -2694342 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2694788.000000 Penalty: 4961.743164
	Iteration 16Q: 3 clusters Score -2694788 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2695246.500000 Penalty: 4961.743164
	Iteration 17Q: 3 clusters Score -2695246 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2695658.000000 Penalty: 4961.743164
	Iteration 18Q: 3 clusters Score -2695658 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2695969.250000 Penalty: 4961.743164
	Iteration 19Q: 3 clusters Score -2695969 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2696181.500000 Penalty: 4961.743164
	Iteration 20F: 3 clusters Score -2696182 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2696333.000000 Penalty: 4961.743164
	Iteration 21Q: 3 clusters Score -2696333 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2696479.250000 Penalty: 4961.743164
	Iteration 22Q: 3 clusters Score -2696479 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2696595.250000 Penalty: 4961.743164
	Iteration 23Q: 3 clusters Score -2696595 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -2696754.500000 Penalty: 4961.743164
	Iteration 24Q: 3 clusters Score -2696754 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2696888.500000 Penalty: 4961.743164
	Iteration 25Q: 3 clusters Score -2696888 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2697068.500000 Penalty: 4961.743164
	Iteration 26Q: 3 clusters Score -2697068 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2697210.750000 Penalty: 4961.743164
	Iteration 27Q: 3 clusters Score -2697211 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2697337.250000 Penalty: 4961.743164
	Iteration 28Q: 3 clusters Score -2697337 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2697462.500000 Penalty: 4961.743164
	Iteration 29Q: 3 clusters Score -2697462 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2697601.750000 Penalty: 4961.743164
	Iteration 30Q: 3 clusters Score -2697602 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2697792.250000 Penalty: 4961.743164
	Iteration 31Q: 3 clusters Score -2697792 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2697943.000000 Penalty: 4961.743164
	Iteration 32Q: 3 clusters Score -2697943 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2698075.750000 Penalty: 4961.743164
	Iteration 33Q: 3 clusters Score -2698076 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -2698187.000000 Penalty: 4961.743164
	Iteration 34Q: 3 clusters Score -2698187 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2698304.250000 Penalty: 4961.743164
	Iteration 35Q: 3 clusters Score -2698304 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2698429.000000 Penalty: 4961.743164
	Iteration 36Q: 3 clusters Score -2698429 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -2698533.250000 Penalty: 4961.743164
	Iteration 37Q: 3 clusters Score -2698533 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2698637.500000 Penalty: 4961.743164
	Iteration 38Q: 3 clusters Score -2698638 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2698727.000000 Penalty: 4961.743164
	Iteration 39Q: 3 clusters Score -2698727 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -2698784.500000 Penalty: 4961.743164
	Iteration 40F: 3 clusters Score -2698784 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2698825.500000 Penalty: 4961.743164
	Iteration 41Q: 3 clusters Score -2698826 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2698865.750000 Penalty: 4961.743164
	Iteration 42Q: 3 clusters Score -2698866 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2698893.000000 Penalty: 4961.743164
	Iteration 43Q: 3 clusters Score -2698893 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2698902.250000 Penalty: 4961.743164
	Iteration 44Q: 3 clusters Score -2698902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2698912.000000 Penalty: 4961.743164
	Iteration 45Q: 3 clusters Score -2698912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2698926.750000 Penalty: 4961.743164
	Iteration 46Q: 3 clusters Score -2698927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -2698929.750000 Penalty: 4961.743164
	Iteration 47Q: 3 clusters Score -2698930 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2698942.500000 Penalty: 4961.743164
	Iteration 48Q: 3 clusters Score -2698942 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2698960.750000 Penalty: 4961.743164
	Iteration 49Q: 3 clusters Score -2698961 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -2698985.250000 Penalty: 4961.743164
	Iteration 50Q: 3 clusters Score -2698985 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2698988.250000 Penalty: 4961.743164
	Iteration 51Q: 3 clusters Score -2698988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2698997.000000 Penalty: 4961.743164
	Iteration 52Q: 3 clusters Score -2698997 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2699006.000000 Penalty: 4961.743164
	Iteration 53Q: 3 clusters Score -2699006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2699024.750000 Penalty: 4961.743164
	Iteration 54Q: 3 clusters Score -2699025 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2699029.500000 Penalty: 4961.743164
	Iteration 55Q: 3 clusters Score -2699030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2699034.000000 Penalty: 4961.743164
	Iteration 56Q: 3 clusters Score -2699034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -2699038.250000 Penalty: 4961.743164
	Iteration 57Q: 3 clusters Score -2699038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2699039.500000 Penalty: 4961.743164
	Iteration 58Q: 3 clusters Score -2699040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2699041.750000 Penalty: 4961.743164
	Iteration 59Q: 3 clusters Score -2699042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2699042.500000 Penalty: 4961.743164
	Iteration 60F: 3 clusters Score -2699042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2699047.000000 Penalty: 4961.743164
	Iteration 61Q: 3 clusters Score -2699047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2699047.750000 Penalty: 4961.743164
	Iteration 62Q: 3 clusters Score -2699048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2699047.750000 Penalty: 4961.743164
	Iteration 63Q: 3 clusters Score -2699048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2699047.750000 Penalty: 4961.743164
	Iteration 64Q: 3 clusters Score -2699048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2699051.750000 Penalty: 4961.743164
	Iteration 65Q: 3 clusters Score -2699052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2699051.250000 Penalty: 4961.743164
	Iteration 66Q: 3 clusters Score -2699051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2699048.500000 Penalty: 4961.743164
	Iteration 67Q: 3 clusters Score -2699048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2699050.250000 Penalty: 4961.743164
	Iteration 68Q: 3 clusters Score -2699050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2699044.000000 Penalty: 4961.743164
	Iteration 69Q: 3 clusters Score -2699044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2699044.000000 Penalty: 4961.743164
	Iteration 70Q: 3 clusters Score -2699044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2699048.000000 Penalty: 4961.743164
	Iteration 71Q: 3 clusters Score -2699048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2699050.750000 Penalty: 4961.743164
	Iteration 72Q: 3 clusters Score -2699051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2699046.000000 Penalty: 4961.743164
	Iteration 73Q: 3 clusters Score -2699046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2699056.500000 Penalty: 4961.743164
	Iteration 74Q: 3 clusters Score -2699056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2699054.500000 Penalty: 4961.743164
	Iteration 75Q: 3 clusters Score -2699054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2699059.250000 Penalty: 4961.743164
	Iteration 76Q: 3 clusters Score -2699059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2699062.000000 Penalty: 4961.743164
	Iteration 77Q: 3 clusters Score -2699062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2699063.500000 Penalty: 4961.743164
	Iteration 78Q: 3 clusters Score -2699064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2699061.000000 Penalty: 4961.743164
	Iteration 79Q: 3 clusters Score -2699061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2699060.750000 Penalty: 4961.743164
	Iteration 80F: 3 clusters Score -2699061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2699059.250000 Penalty: 4961.743164
	Iteration 81Q: 3 clusters Score -2699059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2699064.500000 Penalty: 4961.743164
	Iteration 82Q: 3 clusters Score -2699064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -2699060.750000 Penalty: 4961.743164
	Iteration 83Q: 3 clusters Score -2699061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2699064.000000 Penalty: 4961.743164
	Iteration 84Q: 3 clusters Score -2699064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -2699067.250000 Penalty: 4961.743164
	Iteration 85Q: 3 clusters Score -2699067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2699068.000000 Penalty: 4961.743164
	Iteration 86Q: 3 clusters Score -2699068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2699070.750000 Penalty: 4961.743164
	Iteration 87Q: 3 clusters Score -2699071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -2699068.000000 Penalty: 4961.743164
	Iteration 88Q: 3 clusters Score -2699068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -2699068.000000 Penalty: 4961.743164
	Iteration 89F: 3 clusters Score -2699068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Entering Unmasked Estep 
Score: -894207.625000 Penalty: 2248.197998
	Iteration 0F: 2 clusters Score -894207.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -887348.312500 Penalty: 4496.395996
	Iteration 0F: 3 clusters Score -887348.3 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -889356.875000 Penalty: 4496.395996
	Iteration 1F: 3 clusters Score -889356.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -889849.250000 Penalty: 4496.395996
	Iteration 2F: 3 clusters Score -889849.2 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -890418.812500 Penalty: 4496.395996
	Iteration 3F: 3 clusters Score -890418.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -890922.312500 Penalty: 4496.395996
	Iteration 4F: 3 clusters Score -890922.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -891321.437500 Penalty: 4496.395996
	Iteration 5F: 3 clusters Score -891321.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -891611.312500 Penalty: 4496.395996
	Iteration 6F: 3 clusters Score -891611.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -891819.562500 Penalty: 4496.395996
	Iteration 7Q: 3 clusters Score -891819.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -892034.937500 Penalty: 4496.395996
	Iteration 8Q: 3 clusters Score -892034.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -892285.500000 Penalty: 4496.395996
	Iteration 9Q: 3 clusters Score -892285.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -892578.000000 Penalty: 4496.395996
	Iteration 10Q: 3 clusters Score -892578 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -892832.625000 Penalty: 4496.395996
	Iteration 11Q: 3 clusters Score -892832.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -893048.937500 Penalty: 4496.395996
	Iteration 12Q: 3 clusters Score -893048.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -893250.125000 Penalty: 4496.395996
	Iteration 13Q: 3 clusters Score -893250.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -893469.500000 Penalty: 4496.395996
	Iteration 14Q: 3 clusters Score -893469.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -893669.375000 Penalty: 4496.395996
	Iteration 15Q: 3 clusters Score -893669.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -893825.562500 Penalty: 4496.395996
	Iteration 16Q: 3 clusters Score -893825.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -893980.312500 Penalty: 4496.395996
	Iteration 17Q: 3 clusters Score -893980.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -894090.687500 Penalty: 4496.395996
	Iteration 18Q: 3 clusters Score -894090.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -894183.937500 Penalty: 4496.395996
	Iteration 19Q: 3 clusters Score -894183.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -894257.250000 Penalty: 4496.395996
	Iteration 20F: 3 clusters Score -894257.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -894314.000000 Penalty: 4496.395996
	Iteration 21Q: 3 clusters Score -894314 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -894364.937500 Penalty: 4496.395996
	Iteration 22Q: 3 clusters Score -894364.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -894418.062500 Penalty: 4496.395996
	Iteration 23Q: 3 clusters Score -894418.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -894483.625000 Penalty: 4496.395996
	Iteration 24Q: 3 clusters Score -894483.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -894571.875000 Penalty: 4496.395996
	Iteration 25Q: 3 clusters Score -894571.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -894630.062500 Penalty: 4496.395996
	Iteration 26Q: 3 clusters Score -894630.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -894672.312500 Penalty: 4496.395996
	Iteration 27Q: 3 clusters Score -894672.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -894700.062500 Penalty: 4496.395996
	Iteration 28Q: 3 clusters Score -894700.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -894715.875000 Penalty: 4496.395996
	Iteration 29Q: 3 clusters Score -894715.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -894729.625000 Penalty: 4496.395996
	Iteration 30Q: 3 clusters Score -894729.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -894739.500000 Penalty: 4496.395996
	Iteration 31Q: 3 clusters Score -894739.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -894747.562500 Penalty: 4496.395996
	Iteration 32Q: 3 clusters Score -894747.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -894752.000000 Penalty: 4496.395996
	Iteration 33Q: 3 clusters Score -894752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -894754.812500 Penalty: 4496.395996
	Iteration 34Q: 3 clusters Score -894754.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -894757.875000 Penalty: 4496.395996
	Iteration 35Q: 3 clusters Score -894757.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -894760.250000 Penalty: 4496.395996
	Iteration 36Q: 3 clusters Score -894760.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -894763.375000 Penalty: 4496.395996
	Iteration 37Q: 3 clusters Score -894763.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -894766.437500 Penalty: 4496.395996
	Iteration 38Q: 3 clusters Score -894766.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -894768.187500 Penalty: 4496.395996
	Iteration 39Q: 3 clusters Score -894768.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -894771.500000 Penalty: 4496.395996
	Iteration 40F: 3 clusters Score -894771.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -894775.375000 Penalty: 4496.395996
	Iteration 41Q: 3 clusters Score -894775.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -894774.562500 Penalty: 4496.395996
	Iteration 42Q: 3 clusters Score -894774.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -894778.937500 Penalty: 4496.395996
	Iteration 43Q: 3 clusters Score -894778.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -894783.812500 Penalty: 4496.395996
	Iteration 44Q: 3 clusters Score -894783.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -894789.125000 Penalty: 4496.395996
	Iteration 45Q: 3 clusters Score -894789.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -894793.312500 Penalty: 4496.395996
	Iteration 46Q: 3 clusters Score -894793.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -894796.500000 Penalty: 4496.395996
	Iteration 47Q: 3 clusters Score -894796.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -894799.125000 Penalty: 4496.395996
	Iteration 48Q: 3 clusters Score -894799.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -894803.250000 Penalty: 4496.395996
	Iteration 49Q: 3 clusters Score -894803.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -894805.812500 Penalty: 4496.395996
	Iteration 50Q: 3 clusters Score -894805.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -894808.437500 Penalty: 4496.395996
	Iteration 51Q: 3 clusters Score -894808.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -894814.875000 Penalty: 4496.395996
	Iteration 52Q: 3 clusters Score -894814.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -894817.625000 Penalty: 4496.395996
	Iteration 53Q: 3 clusters Score -894817.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -894822.625000 Penalty: 4496.395996
	Iteration 54Q: 3 clusters Score -894822.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -894825.500000 Penalty: 4496.395996
	Iteration 55Q: 3 clusters Score -894825.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -894828.687500 Penalty: 4496.395996
	Iteration 56Q: 3 clusters Score -894828.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -894830.625000 Penalty: 4496.395996
	Iteration 57Q: 3 clusters Score -894830.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -894833.250000 Penalty: 4496.395996
	Iteration 58Q: 3 clusters Score -894833.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -894834.437500 Penalty: 4496.395996
	Iteration 59Q: 3 clusters Score -894834.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -894835.000000 Penalty: 4496.395996
	Iteration 60F: 3 clusters Score -894835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -894834.187500 Penalty: 4496.395996
	Iteration 61Q: 3 clusters Score -894834.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -894834.750000 Penalty: 4496.395996
	Iteration 62Q: 3 clusters Score -894834.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -894834.750000 Penalty: 4496.395996
	Iteration 63F: 3 clusters Score -894834.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286464 members 
Mstep: Class 2 contains 55809 members 
Mstep: Class 3 contains 18600 members 
Mstep: Class 4 contains 277524 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 22104 members 
Mstep: Class 7 contains 2393 members 
Mstep: Class 8 contains 105907 members 
Mstep: Class 9 contains 31959 members 
Mstep: Class 10 contains 77318 members 
Mstep: Class 11 contains 20619 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22272 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 168874 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12484 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9139 members 
Mstep: Class 24 contains 8594 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82287 members 
Mstep: Class 27 contains 385 members 
Mstep: Class 28 contains 6257 members 
Entering Unmasked Estep 
Score: -154625504.000000 Penalty: 97617.203125
Splitting cluster 7 changes total score from -154626400.000000 to -154625504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (105907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105907 members 
Entering Unmasked Estep 
Score: -13311997.000000 Penalty: 2869.438477
	Iteration 0F: 2 clusters Score -1.3312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52827 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -13241199.000000 Penalty: 5738.876953
	Iteration 0F: 3 clusters Score -1.32412e+07 nChanged 50091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49986 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -13270427.000000 Penalty: 5738.876953
	Iteration 1F: 3 clusters Score -1.327043e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48082 members 
Mstep: Class 2 contains 57825 members 
Entering Unmasked Estep 
Score: -13272197.000000 Penalty: 5738.876953
	Iteration 2Q: 3 clusters Score -1.32722e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 60673 members 
Entering Unmasked Estep 
Score: -13275109.000000 Penalty: 5738.876953
	Iteration 3F: 3 clusters Score -1.327511e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -13279142.000000 Penalty: 5738.876953
	Iteration 4F: 3 clusters Score -1.327914e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 69710 members 
Entering Unmasked Estep 
Score: -13284289.000000 Penalty: 5738.876953
	Iteration 5F: 3 clusters Score -1.328429e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 75618 members 
Entering Unmasked Estep 
Score: -13290257.000000 Penalty: 5738.876953
	Iteration 6F: 3 clusters Score -1.329026e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 81306 members 
Entering Unmasked Estep 
Score: -13295929.000000 Penalty: 5738.876953
	Iteration 7F: 3 clusters Score -1.329593e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 85901 members 
Entering Unmasked Estep 
Score: -13300488.000000 Penalty: 5738.876953
	Iteration 8F: 3 clusters Score -1.330049e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 89112 members 
Entering Unmasked Estep 
Score: -13303524.000000 Penalty: 5738.876953
	Iteration 9Q: 3 clusters Score -1.330352e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 91383 members 
Entering Unmasked Estep 
Score: -13305433.000000 Penalty: 5738.876953
	Iteration 10Q: 3 clusters Score -1.330543e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 93140 members 
Entering Unmasked Estep 
Score: -13306413.000000 Penalty: 5738.876953
	Iteration 11Q: 3 clusters Score -1.330641e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 94563 members 
Entering Unmasked Estep 
Score: -13307155.000000 Penalty: 5738.876953
	Iteration 12Q: 3 clusters Score -1.330716e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 95770 members 
Entering Unmasked Estep 
Score: -13307698.000000 Penalty: 5738.876953
	Iteration 13Q: 3 clusters Score -1.33077e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 96823 members 
Entering Unmasked Estep 
Score: -13308121.000000 Penalty: 5738.876953
	Iteration 14Q: 3 clusters Score -1.330812e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 97790 members 
Entering Unmasked Estep 
Score: -13308454.000000 Penalty: 5738.876953
	Iteration 15Q: 3 clusters Score -1.330845e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 98592 members 
Entering Unmasked Estep 
Score: -13308800.000000 Penalty: 5738.876953
	Iteration 16Q: 3 clusters Score -1.33088e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 99280 members 
Entering Unmasked Estep 
Score: -13309051.000000 Penalty: 5738.876953
	Iteration 17Q: 3 clusters Score -1.330905e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 99888 members 
Entering Unmasked Estep 
Score: -13309215.000000 Penalty: 5738.876953
	Iteration 18Q: 3 clusters Score -1.330922e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 100407 members 
Entering Unmasked Estep 
Score: -13309442.000000 Penalty: 5738.876953
	Iteration 19Q: 3 clusters Score -1.330944e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 100869 members 
Entering Unmasked Estep 
Score: -13309605.000000 Penalty: 5738.876953
	Iteration 20F: 3 clusters Score -1.33096e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 101274 members 
Entering Unmasked Estep 
Score: -13309741.000000 Penalty: 5738.876953
	Iteration 21Q: 3 clusters Score -1.330974e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 101591 members 
Entering Unmasked Estep 
Score: -13309842.000000 Penalty: 5738.876953
	Iteration 22Q: 3 clusters Score -1.330984e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 101835 members 
Entering Unmasked Estep 
Score: -13309902.000000 Penalty: 5738.876953
	Iteration 23Q: 3 clusters Score -1.33099e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 102034 members 
Entering Unmasked Estep 
Score: -13309913.000000 Penalty: 5738.876953
	Iteration 24Q: 3 clusters Score -1.330991e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 102175 members 
Entering Unmasked Estep 
Score: -13309979.000000 Penalty: 5738.876953
	Iteration 25Q: 3 clusters Score -1.330998e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 102303 members 
Entering Unmasked Estep 
Score: -13309975.000000 Penalty: 5738.876953
	Iteration 26Q: 3 clusters Score -1.330998e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 102406 members 
Entering Unmasked Estep 
Score: -13310031.000000 Penalty: 5738.876953
	Iteration 27Q: 3 clusters Score -1.331003e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 102516 members 
Entering Unmasked Estep 
Score: -13310037.000000 Penalty: 5738.876953
	Iteration 28Q: 3 clusters Score -1.331004e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 102615 members 
Entering Unmasked Estep 
Score: -13310094.000000 Penalty: 5738.876953
	Iteration 29Q: 3 clusters Score -1.331009e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 102714 members 
Entering Unmasked Estep 
Score: -13310098.000000 Penalty: 5738.876953
	Iteration 30Q: 3 clusters Score -1.33101e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 102800 members 
Entering Unmasked Estep 
Score: -13310119.000000 Penalty: 5738.876953
	Iteration 31Q: 3 clusters Score -1.331012e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 102862 members 
Entering Unmasked Estep 
Score: -13310139.000000 Penalty: 5738.876953
	Iteration 32Q: 3 clusters Score -1.331014e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 102912 members 
Entering Unmasked Estep 
Score: -13310143.000000 Penalty: 5738.876953
	Iteration 33Q: 3 clusters Score -1.331014e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 102965 members 
Entering Unmasked Estep 
Score: -13310163.000000 Penalty: 5738.876953
	Iteration 34Q: 3 clusters Score -1.331016e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 103019 members 
Entering Unmasked Estep 
Score: -13310169.000000 Penalty: 5738.876953
	Iteration 35Q: 3 clusters Score -1.331017e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 103079 members 
Entering Unmasked Estep 
Score: -13310195.000000 Penalty: 5738.876953
	Iteration 36Q: 3 clusters Score -1.33102e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 103120 members 
Entering Unmasked Estep 
Score: -13310167.000000 Penalty: 5738.876953
	Iteration 37Q: 3 clusters Score -1.331017e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 103155 members 
Entering Unmasked Estep 
Score: -13310179.000000 Penalty: 5738.876953
	Iteration 38Q: 3 clusters Score -1.331018e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 103184 members 
Entering Unmasked Estep 
Score: -13310174.000000 Penalty: 5738.876953
	Iteration 39Q: 3 clusters Score -1.331017e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 103214 members 
Entering Unmasked Estep 
Score: -13310196.000000 Penalty: 5738.876953
	Iteration 40F: 3 clusters Score -1.33102e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 103236 members 
Entering Unmasked Estep 
Score: -13310204.000000 Penalty: 5738.876953
	Iteration 41Q: 3 clusters Score -1.33102e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 103264 members 
Entering Unmasked Estep 
Score: -13310232.000000 Penalty: 5738.876953
	Iteration 42Q: 3 clusters Score -1.331023e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 103295 members 
Entering Unmasked Estep 
Score: -13310227.000000 Penalty: 5738.876953
	Iteration 43Q: 3 clusters Score -1.331023e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 103329 members 
Entering Unmasked Estep 
Score: -13310209.000000 Penalty: 5738.876953
	Iteration 44Q: 3 clusters Score -1.331021e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 103361 members 
Entering Unmasked Estep 
Score: -13310226.000000 Penalty: 5738.876953
	Iteration 45Q: 3 clusters Score -1.331023e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 103383 members 
Entering Unmasked Estep 
Score: -13310244.000000 Penalty: 5738.876953
	Iteration 46Q: 3 clusters Score -1.331024e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 103400 members 
Entering Unmasked Estep 
Score: -13310260.000000 Penalty: 5738.876953
	Iteration 47Q: 3 clusters Score -1.331026e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 103424 members 
Entering Unmasked Estep 
Score: -13310266.000000 Penalty: 5738.876953
	Iteration 48Q: 3 clusters Score -1.331027e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 103446 members 
Entering Unmasked Estep 
Score: -13310265.000000 Penalty: 5738.876953
	Iteration 49Q: 3 clusters Score -1.331026e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 103464 members 
Entering Unmasked Estep 
Score: -13310261.000000 Penalty: 5738.876953
	Iteration 50Q: 3 clusters Score -1.331026e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 103481 members 
Entering Unmasked Estep 
Score: -13310277.000000 Penalty: 5738.876953
	Iteration 51Q: 3 clusters Score -1.331028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 103493 members 
Entering Unmasked Estep 
Score: -13310282.000000 Penalty: 5738.876953
	Iteration 52Q: 3 clusters Score -1.331028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 103505 members 
Entering Unmasked Estep 
Score: -13310280.000000 Penalty: 5738.876953
	Iteration 53Q: 3 clusters Score -1.331028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 103517 members 
Entering Unmasked Estep 
Score: -13310267.000000 Penalty: 5738.876953
	Iteration 54Q: 3 clusters Score -1.331027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 103526 members 
Entering Unmasked Estep 
Score: -13310289.000000 Penalty: 5738.876953
	Iteration 55Q: 3 clusters Score -1.331029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 103534 members 
Entering Unmasked Estep 
Score: -13310285.000000 Penalty: 5738.876953
	Iteration 56Q: 3 clusters Score -1.331028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 103541 members 
Entering Unmasked Estep 
Score: -13310267.000000 Penalty: 5738.876953
	Iteration 57Q: 3 clusters Score -1.331027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 103545 members 
Entering Unmasked Estep 
Score: -13310266.000000 Penalty: 5738.876953
	Iteration 58Q: 3 clusters Score -1.331027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 103553 members 
Entering Unmasked Estep 
Score: -13310257.000000 Penalty: 5738.876953
	Iteration 59Q: 3 clusters Score -1.331026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 103560 members 
Entering Unmasked Estep 
Score: -13310267.000000 Penalty: 5738.876953
	Iteration 60F: 3 clusters Score -1.331027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 103569 members 
Entering Unmasked Estep 
Score: -13310272.000000 Penalty: 5738.876953
	Iteration 61Q: 3 clusters Score -1.331027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 103577 members 
Entering Unmasked Estep 
Score: -13310278.000000 Penalty: 5738.876953
	Iteration 62Q: 3 clusters Score -1.331028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 103585 members 
Entering Unmasked Estep 
Score: -13310290.000000 Penalty: 5738.876953
	Iteration 63Q: 3 clusters Score -1.331029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 103593 members 
Entering Unmasked Estep 
Score: -13310294.000000 Penalty: 5738.876953
	Iteration 64Q: 3 clusters Score -1.331029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 103603 members 
Entering Unmasked Estep 
Score: -13310305.000000 Penalty: 5738.876953
	Iteration 65Q: 3 clusters Score -1.33103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 103612 members 
Entering Unmasked Estep 
Score: -13310300.000000 Penalty: 5738.876953
	Iteration 66Q: 3 clusters Score -1.33103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 103620 members 
Entering Unmasked Estep 
Score: -13310288.000000 Penalty: 5738.876953
	Iteration 67Q: 3 clusters Score -1.331029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 103623 members 
Entering Unmasked Estep 
Score: -13310297.000000 Penalty: 5738.876953
	Iteration 68Q: 3 clusters Score -1.33103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 103624 members 
Entering Unmasked Estep 
Score: -13310292.000000 Penalty: 5738.876953
	Iteration 69Q: 3 clusters Score -1.331029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 103626 members 
Entering Unmasked Estep 
Score: -13310294.000000 Penalty: 5738.876953
	Iteration 70Q: 3 clusters Score -1.331029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 103632 members 
Entering Unmasked Estep 
Score: -13310302.000000 Penalty: 5738.876953
	Iteration 71Q: 3 clusters Score -1.33103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 103636 members 
Entering Unmasked Estep 
Score: -13310302.000000 Penalty: 5738.876953
	Iteration 72Q: 3 clusters Score -1.33103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 103639 members 
Entering Unmasked Estep 
Score: -13310302.000000 Penalty: 5738.876953
	Iteration 73Q: 3 clusters Score -1.33103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 103644 members 
Entering Unmasked Estep 
Score: -13310286.000000 Penalty: 5738.876953
	Iteration 74Q: 3 clusters Score -1.331029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 103646 members 
Entering Unmasked Estep 
Score: -13310278.000000 Penalty: 5738.876953
	Iteration 75Q: 3 clusters Score -1.331028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 103647 members 
Entering Unmasked Estep 
Score: -13310285.000000 Penalty: 5738.876953
	Iteration 76Q: 3 clusters Score -1.331028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 103647 members 
Entering Unmasked Estep 
Score: -13310285.000000 Penalty: 5738.876953
	Iteration 77F: 3 clusters Score -1.331028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Entering Unmasked Estep 
Score: -3626877.000000 Penalty: 2572.307861
	Iteration 0F: 2 clusters Score -3626877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -3605082.000000 Penalty: 5144.615723
	Iteration 0F: 3 clusters Score -3605082 nChanged 14493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -3613190.500000 Penalty: 5144.615723
	Iteration 1F: 3 clusters Score -3613190 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -3614023.500000 Penalty: 5144.615723
	Iteration 2F: 3 clusters Score -3614024 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3614870.750000 Penalty: 5144.615723
	Iteration 3F: 3 clusters Score -3614871 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -3615766.250000 Penalty: 5144.615723
	Iteration 4F: 3 clusters Score -3615766 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -3616653.750000 Penalty: 5144.615723
	Iteration 5F: 3 clusters Score -3616654 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3617491.500000 Penalty: 5144.615723
	Iteration 6F: 3 clusters Score -3617492 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -3618307.000000 Penalty: 5144.615723
	Iteration 7Q: 3 clusters Score -3618307 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3619071.000000 Penalty: 5144.615723
	Iteration 8Q: 3 clusters Score -3619071 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -3619694.250000 Penalty: 5144.615723
	Iteration 9Q: 3 clusters Score -3619694 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -3620276.250000 Penalty: 5144.615723
	Iteration 10Q: 3 clusters Score -3620276 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -3620715.500000 Penalty: 5144.615723
	Iteration 11Q: 3 clusters Score -3620716 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -3621088.750000 Penalty: 5144.615723
	Iteration 12Q: 3 clusters Score -3621089 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -3621465.750000 Penalty: 5144.615723
	Iteration 13Q: 3 clusters Score -3621466 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -3621685.500000 Penalty: 5144.615723
	Iteration 14Q: 3 clusters Score -3621686 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -3621814.250000 Penalty: 5144.615723
	Iteration 15Q: 3 clusters Score -3621814 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3621886.500000 Penalty: 5144.615723
	Iteration 16Q: 3 clusters Score -3621886 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3621954.500000 Penalty: 5144.615723
	Iteration 17Q: 3 clusters Score -3621954 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -3621999.250000 Penalty: 5144.615723
	Iteration 18Q: 3 clusters Score -3621999 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3622036.750000 Penalty: 5144.615723
	Iteration 19Q: 3 clusters Score -3622037 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -3622049.500000 Penalty: 5144.615723
	Iteration 20F: 3 clusters Score -3622050 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3622066.250000 Penalty: 5144.615723
	Iteration 21Q: 3 clusters Score -3622066 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -3622091.250000 Penalty: 5144.615723
	Iteration 22Q: 3 clusters Score -3622091 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -3622088.750000 Penalty: 5144.615723
	Iteration 23Q: 3 clusters Score -3622089 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3622120.000000 Penalty: 5144.615723
	Iteration 24Q: 3 clusters Score -3622120 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -3622123.250000 Penalty: 5144.615723
	Iteration 25Q: 3 clusters Score -3622123 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -3622134.500000 Penalty: 5144.615723
	Iteration 26Q: 3 clusters Score -3622134 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -3622142.000000 Penalty: 5144.615723
	Iteration 27Q: 3 clusters Score -3622142 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -3622153.000000 Penalty: 5144.615723
	Iteration 28Q: 3 clusters Score -3622153 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3622155.750000 Penalty: 5144.615723
	Iteration 29Q: 3 clusters Score -3622156 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -3622157.250000 Penalty: 5144.615723
	Iteration 30Q: 3 clusters Score -3622157 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -3622160.750000 Penalty: 5144.615723
	Iteration 31Q: 3 clusters Score -3622161 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -3622167.000000 Penalty: 5144.615723
	Iteration 32Q: 3 clusters Score -3622167 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3622178.250000 Penalty: 5144.615723
	Iteration 33Q: 3 clusters Score -3622178 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -3622181.750000 Penalty: 5144.615723
	Iteration 34Q: 3 clusters Score -3622182 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -3622203.750000 Penalty: 5144.615723
	Iteration 35Q: 3 clusters Score -3622204 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -3622222.500000 Penalty: 5144.615723
	Iteration 36Q: 3 clusters Score -3622222 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -3622221.500000 Penalty: 5144.615723
	Iteration 37Q: 3 clusters Score -3622222 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -3622237.500000 Penalty: 5144.615723
	Iteration 38Q: 3 clusters Score -3622238 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -3622266.250000 Penalty: 5144.615723
	Iteration 39Q: 3 clusters Score -3622266 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -3622278.250000 Penalty: 5144.615723
	Iteration 40F: 3 clusters Score -3622278 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -3622300.500000 Penalty: 5144.615723
	Iteration 41Q: 3 clusters Score -3622300 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -3622320.000000 Penalty: 5144.615723
	Iteration 42Q: 3 clusters Score -3622320 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -3622358.000000 Penalty: 5144.615723
	Iteration 43Q: 3 clusters Score -3622358 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -3622393.500000 Penalty: 5144.615723
	Iteration 44Q: 3 clusters Score -3622394 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -3622433.500000 Penalty: 5144.615723
	Iteration 45Q: 3 clusters Score -3622434 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -3622485.000000 Penalty: 5144.615723
	Iteration 46Q: 3 clusters Score -3622485 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -3622565.250000 Penalty: 5144.615723
	Iteration 47Q: 3 clusters Score -3622565 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -3622678.750000 Penalty: 5144.615723
	Iteration 48Q: 3 clusters Score -3622679 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -3622743.500000 Penalty: 5144.615723
	Iteration 49Q: 3 clusters Score -3622744 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -3622855.750000 Penalty: 5144.615723
	Iteration 50Q: 3 clusters Score -3622856 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -3622946.750000 Penalty: 5144.615723
	Iteration 51Q: 3 clusters Score -3622947 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -3623049.250000 Penalty: 5144.615723
	Iteration 52Q: 3 clusters Score -3623049 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -3623130.750000 Penalty: 5144.615723
	Iteration 53Q: 3 clusters Score -3623131 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -3623222.000000 Penalty: 5144.615723
	Iteration 54Q: 3 clusters Score -3623222 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -3623311.000000 Penalty: 5144.615723
	Iteration 55Q: 3 clusters Score -3623311 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -3623401.250000 Penalty: 5144.615723
	Iteration 56Q: 3 clusters Score -3623401 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -3623479.500000 Penalty: 5144.615723
	Iteration 57Q: 3 clusters Score -3623480 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -3623570.000000 Penalty: 5144.615723
	Iteration 58Q: 3 clusters Score -3623570 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -3623631.750000 Penalty: 5144.615723
	Iteration 59Q: 3 clusters Score -3623632 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -3623711.750000 Penalty: 5144.615723
	Iteration 60F: 3 clusters Score -3623712 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -3623777.250000 Penalty: 5144.615723
	Iteration 61Q: 3 clusters Score -3623777 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -3623858.250000 Penalty: 5144.615723
	Iteration 62Q: 3 clusters Score -3623858 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -3623929.250000 Penalty: 5144.615723
	Iteration 63Q: 3 clusters Score -3623929 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -3623995.250000 Penalty: 5144.615723
	Iteration 64Q: 3 clusters Score -3623995 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -3624044.000000 Penalty: 5144.615723
	Iteration 65Q: 3 clusters Score -3624044 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -3624084.000000 Penalty: 5144.615723
	Iteration 66Q: 3 clusters Score -3624084 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -3624128.250000 Penalty: 5144.615723
	Iteration 67Q: 3 clusters Score -3624128 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -3624190.250000 Penalty: 5144.615723
	Iteration 68Q: 3 clusters Score -3624190 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -3624244.250000 Penalty: 5144.615723
	Iteration 69Q: 3 clusters Score -3624244 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -3624284.750000 Penalty: 5144.615723
	Iteration 70Q: 3 clusters Score -3624285 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -3624330.750000 Penalty: 5144.615723
	Iteration 71Q: 3 clusters Score -3624331 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3624363.000000 Penalty: 5144.615723
	Iteration 72Q: 3 clusters Score -3624363 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -3624381.500000 Penalty: 5144.615723
	Iteration 73Q: 3 clusters Score -3624382 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -3624398.000000 Penalty: 5144.615723
	Iteration 74Q: 3 clusters Score -3624398 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -3624447.750000 Penalty: 5144.615723
	Iteration 75Q: 3 clusters Score -3624448 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -3624461.000000 Penalty: 5144.615723
	Iteration 76Q: 3 clusters Score -3624461 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -3624484.250000 Penalty: 5144.615723
	Iteration 77Q: 3 clusters Score -3624484 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -3624491.000000 Penalty: 5144.615723
	Iteration 78Q: 3 clusters Score -3624491 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -3624522.250000 Penalty: 5144.615723
	Iteration 79Q: 3 clusters Score -3624522 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -3624530.000000 Penalty: 5144.615723
	Iteration 80F: 3 clusters Score -3624530 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3624566.250000 Penalty: 5144.615723
	Iteration 81Q: 3 clusters Score -3624566 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -3624576.750000 Penalty: 5144.615723
	Iteration 82Q: 3 clusters Score -3624577 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3624581.500000 Penalty: 5144.615723
	Iteration 83Q: 3 clusters Score -3624582 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3624597.000000 Penalty: 5144.615723
	Iteration 84Q: 3 clusters Score -3624597 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -3624610.750000 Penalty: 5144.615723
	Iteration 85Q: 3 clusters Score -3624611 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3624636.500000 Penalty: 5144.615723
	Iteration 86Q: 3 clusters Score -3624636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -3624642.500000 Penalty: 5144.615723
	Iteration 87Q: 3 clusters Score -3624642 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3624649.750000 Penalty: 5144.615723
	Iteration 88Q: 3 clusters Score -3624650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3624658.750000 Penalty: 5144.615723
	Iteration 89Q: 3 clusters Score -3624659 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -3624675.500000 Penalty: 5144.615723
	Iteration 90Q: 3 clusters Score -3624676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3624690.000000 Penalty: 5144.615723
	Iteration 91Q: 3 clusters Score -3624690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3624687.500000 Penalty: 5144.615723
	Iteration 92Q: 3 clusters Score -3624688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3624690.250000 Penalty: 5144.615723
	Iteration 93Q: 3 clusters Score -3624690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3624694.250000 Penalty: 5144.615723
	Iteration 94Q: 3 clusters Score -3624694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3624692.000000 Penalty: 5144.615723
	Iteration 95Q: 3 clusters Score -3624692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3624696.250000 Penalty: 5144.615723
	Iteration 96Q: 3 clusters Score -3624696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -3624701.000000 Penalty: 5144.615723
	Iteration 97Q: 3 clusters Score -3624701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3624703.500000 Penalty: 5144.615723
	Iteration 98Q: 3 clusters Score -3624704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3624698.000000 Penalty: 5144.615723
	Iteration 99Q: 3 clusters Score -3624698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3624696.500000 Penalty: 5144.615723
	Iteration 100F: 3 clusters Score -3624696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3624708.000000 Penalty: 5144.615723
	Iteration 101Q: 3 clusters Score -3624708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -3624711.500000 Penalty: 5144.615723
	Iteration 102Q: 3 clusters Score -3624712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -3624714.250000 Penalty: 5144.615723
	Iteration 103Q: 3 clusters Score -3624714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3624716.750000 Penalty: 5144.615723
	Iteration 104Q: 3 clusters Score -3624717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3624718.000000 Penalty: 5144.615723
	Iteration 105Q: 3 clusters Score -3624718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3624720.500000 Penalty: 5144.615723
	Iteration 106Q: 3 clusters Score -3624720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3624720.750000 Penalty: 5144.615723
	Iteration 107Q: 3 clusters Score -3624721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3624721.750000 Penalty: 5144.615723
	Iteration 108Q: 3 clusters Score -3624722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3624733.000000 Penalty: 5144.615723
	Iteration 109Q: 3 clusters Score -3624733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -3624737.750000 Penalty: 5144.615723
	Iteration 110Q: 3 clusters Score -3624738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3624748.000000 Penalty: 5144.615723
	Iteration 111Q: 3 clusters Score -3624748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3624745.250000 Penalty: 5144.615723
	Iteration 112Q: 3 clusters Score -3624745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3624744.250000 Penalty: 5144.615723
	Iteration 113Q: 3 clusters Score -3624744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3624748.000000 Penalty: 5144.615723
	Iteration 114Q: 3 clusters Score -3624748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3624742.750000 Penalty: 5144.615723
	Iteration 115Q: 3 clusters Score -3624743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3624741.250000 Penalty: 5144.615723
	Iteration 116Q: 3 clusters Score -3624741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3624745.000000 Penalty: 5144.615723
	Iteration 117Q: 3 clusters Score -3624745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3624746.250000 Penalty: 5144.615723
	Iteration 118Q: 3 clusters Score -3624746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3624749.750000 Penalty: 5144.615723
	Iteration 119Q: 3 clusters Score -3624750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3624750.500000 Penalty: 5144.615723
	Iteration 120F: 3 clusters Score -3624750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3624749.250000 Penalty: 5144.615723
	Iteration 121Q: 3 clusters Score -3624749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3624745.500000 Penalty: 5144.615723
	Iteration 122Q: 3 clusters Score -3624746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3624747.000000 Penalty: 5144.615723
	Iteration 123Q: 3 clusters Score -3624747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3624748.750000 Penalty: 5144.615723
	Iteration 124Q: 3 clusters Score -3624749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3624743.750000 Penalty: 5144.615723
	Iteration 125Q: 3 clusters Score -3624744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3624748.000000 Penalty: 5144.615723
	Iteration 126Q: 3 clusters Score -3624748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3624745.750000 Penalty: 5144.615723
	Iteration 127Q: 3 clusters Score -3624746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3624745.750000 Penalty: 5144.615723
	Iteration 128F: 3 clusters Score -3624746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (77318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77318 members 
Entering Unmasked Estep 
Score: -9353274.000000 Penalty: 2791.409180
	Iteration 0F: 2 clusters Score -9353274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -9301360.000000 Penalty: 5582.818359
	Iteration 0F: 3 clusters Score -9301360 nChanged 36316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -9322116.000000 Penalty: 5582.818359
	Iteration 1F: 3 clusters Score -9322116 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -9322902.000000 Penalty: 5582.818359
	Iteration 2Q: 3 clusters Score -9322902 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -9323892.000000 Penalty: 5582.818359
	Iteration 3Q: 3 clusters Score -9323892 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -9325366.000000 Penalty: 5582.818359
	Iteration 4Q: 3 clusters Score -9325366 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -9327830.000000 Penalty: 5582.818359
	Iteration 5F: 3 clusters Score -9327830 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56693 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -9331691.000000 Penalty: 5582.818359
	Iteration 6F: 3 clusters Score -9331691 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62897 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -9337158.000000 Penalty: 5582.818359
	Iteration 7F: 3 clusters Score -9337158 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68882 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -9342952.000000 Penalty: 5582.818359
	Iteration 8F: 3 clusters Score -9342952 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73156 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -9347300.000000 Penalty: 5582.818359
	Iteration 9F: 3 clusters Score -9347300 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75262 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -9349404.000000 Penalty: 5582.818359
	Iteration 10Q: 3 clusters Score -9349404 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76044 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9350211.000000 Penalty: 5582.818359
	Iteration 11Q: 3 clusters Score -9350211 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76352 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -9350557.000000 Penalty: 5582.818359
	Iteration 12Q: 3 clusters Score -9350557 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76490 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -9350730.000000 Penalty: 5582.818359
	Iteration 13Q: 3 clusters Score -9350730 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76559 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9350827.000000 Penalty: 5582.818359
	Iteration 14Q: 3 clusters Score -9350827 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76598 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9350879.000000 Penalty: 5582.818359
	Iteration 15Q: 3 clusters Score -9350879 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76625 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -9350905.000000 Penalty: 5582.818359
	Iteration 16Q: 3 clusters Score -9350905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76634 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9350914.000000 Penalty: 5582.818359
	Iteration 17Q: 3 clusters Score -9350914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76645 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9350926.000000 Penalty: 5582.818359
	Iteration 18Q: 3 clusters Score -9350926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76656 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -9350933.000000 Penalty: 5582.818359
	Iteration 19Q: 3 clusters Score -9350933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76666 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9350950.000000 Penalty: 5582.818359
	Iteration 20F: 3 clusters Score -9350950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76678 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9350964.000000 Penalty: 5582.818359
	Iteration 21Q: 3 clusters Score -9350964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76686 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9350973.000000 Penalty: 5582.818359
	Iteration 22Q: 3 clusters Score -9350973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76687 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -9350971.000000 Penalty: 5582.818359
	Iteration 23Q: 3 clusters Score -9350971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76692 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9350985.000000 Penalty: 5582.818359
	Iteration 24Q: 3 clusters Score -9350985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76696 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9350983.000000 Penalty: 5582.818359
	Iteration 25Q: 3 clusters Score -9350983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9350984.000000 Penalty: 5582.818359
	Iteration 26Q: 3 clusters Score -9350984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76707 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -9351001.000000 Penalty: 5582.818359
	Iteration 27Q: 3 clusters Score -9351001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9351001.000000 Penalty: 5582.818359
	Iteration 28Q: 3 clusters Score -9351001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76723 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9351010.000000 Penalty: 5582.818359
	Iteration 29Q: 3 clusters Score -9351010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76725 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9351016.000000 Penalty: 5582.818359
	Iteration 30Q: 3 clusters Score -9351016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76725 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9351016.000000 Penalty: 5582.818359
	Iteration 31Q: 3 clusters Score -9351016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76726 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9351014.000000 Penalty: 5582.818359
	Iteration 32Q: 3 clusters Score -9351014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76726 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9351014.000000 Penalty: 5582.818359
	Iteration 33F: 3 clusters Score -9351014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Entering Unmasked Estep 
Score: -2583730.750000 Penalty: 2463.624268
	Iteration 0F: 2 clusters Score -2583731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2569315.500000 Penalty: 4927.248535
	Iteration 0F: 3 clusters Score -2569316 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2574120.500000 Penalty: 4927.248535
	Iteration 1F: 3 clusters Score -2574120 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2574502.250000 Penalty: 4927.248535
	Iteration 2F: 3 clusters Score -2574502 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2574800.500000 Penalty: 4927.248535
	Iteration 3Q: 3 clusters Score -2574800 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2575032.500000 Penalty: 4927.248535
	Iteration 4Q: 3 clusters Score -2575032 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2575220.500000 Penalty: 4927.248535
	Iteration 5Q: 3 clusters Score -2575220 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2575381.500000 Penalty: 4927.248535
	Iteration 6Q: 3 clusters Score -2575382 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2575516.000000 Penalty: 4927.248535
	Iteration 7Q: 3 clusters Score -2575516 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2575654.500000 Penalty: 4927.248535
	Iteration 8Q: 3 clusters Score -2575654 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2575835.000000 Penalty: 4927.248535
	Iteration 9Q: 3 clusters Score -2575835 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2576061.250000 Penalty: 4927.248535
	Iteration 10Q: 3 clusters Score -2576061 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2576355.750000 Penalty: 4927.248535
	Iteration 11Q: 3 clusters Score -2576356 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2576754.250000 Penalty: 4927.248535
	Iteration 12Q: 3 clusters Score -2576754 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2577310.500000 Penalty: 4927.248535
	Iteration 13Q: 3 clusters Score -2577310 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2578006.750000 Penalty: 4927.248535
	Iteration 14Q: 3 clusters Score -2578007 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2578788.500000 Penalty: 4927.248535
	Iteration 15Q: 3 clusters Score -2578788 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2579467.000000 Penalty: 4927.248535
	Iteration 16Q: 3 clusters Score -2579467 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2580004.250000 Penalty: 4927.248535
	Iteration 17Q: 3 clusters Score -2580004 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2580329.250000 Penalty: 4927.248535
	Iteration 18Q: 3 clusters Score -2580329 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2580558.000000 Penalty: 4927.248535
	Iteration 19Q: 3 clusters Score -2580558 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2580714.500000 Penalty: 4927.248535
	Iteration 20F: 3 clusters Score -2580714 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2580829.750000 Penalty: 4927.248535
	Iteration 21Q: 3 clusters Score -2580830 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2580933.000000 Penalty: 4927.248535
	Iteration 22Q: 3 clusters Score -2580933 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2581014.250000 Penalty: 4927.248535
	Iteration 23Q: 3 clusters Score -2581014 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2581080.500000 Penalty: 4927.248535
	Iteration 24Q: 3 clusters Score -2581080 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2581137.750000 Penalty: 4927.248535
	Iteration 25Q: 3 clusters Score -2581138 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2581215.000000 Penalty: 4927.248535
	Iteration 26Q: 3 clusters Score -2581215 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2581276.000000 Penalty: 4927.248535
	Iteration 27Q: 3 clusters Score -2581276 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2581328.250000 Penalty: 4927.248535
	Iteration 28Q: 3 clusters Score -2581328 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2581382.750000 Penalty: 4927.248535
	Iteration 29Q: 3 clusters Score -2581383 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2581442.000000 Penalty: 4927.248535
	Iteration 30Q: 3 clusters Score -2581442 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2581483.250000 Penalty: 4927.248535
	Iteration 31Q: 3 clusters Score -2581483 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2581520.750000 Penalty: 4927.248535
	Iteration 32Q: 3 clusters Score -2581521 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2581564.750000 Penalty: 4927.248535
	Iteration 33Q: 3 clusters Score -2581565 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2581590.500000 Penalty: 4927.248535
	Iteration 34Q: 3 clusters Score -2581590 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2581617.250000 Penalty: 4927.248535
	Iteration 35Q: 3 clusters Score -2581617 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2581641.250000 Penalty: 4927.248535
	Iteration 36Q: 3 clusters Score -2581641 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2581664.250000 Penalty: 4927.248535
	Iteration 37Q: 3 clusters Score -2581664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2581684.250000 Penalty: 4927.248535
	Iteration 38Q: 3 clusters Score -2581684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2581705.250000 Penalty: 4927.248535
	Iteration 39Q: 3 clusters Score -2581705 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2581721.500000 Penalty: 4927.248535
	Iteration 40F: 3 clusters Score -2581722 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2581741.750000 Penalty: 4927.248535
	Iteration 41Q: 3 clusters Score -2581742 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2581776.750000 Penalty: 4927.248535
	Iteration 42Q: 3 clusters Score -2581777 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2581801.500000 Penalty: 4927.248535
	Iteration 43Q: 3 clusters Score -2581802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2581815.000000 Penalty: 4927.248535
	Iteration 44Q: 3 clusters Score -2581815 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2581831.750000 Penalty: 4927.248535
	Iteration 45Q: 3 clusters Score -2581832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2581836.750000 Penalty: 4927.248535
	Iteration 46Q: 3 clusters Score -2581837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2581850.250000 Penalty: 4927.248535
	Iteration 47Q: 3 clusters Score -2581850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2581863.000000 Penalty: 4927.248535
	Iteration 48Q: 3 clusters Score -2581863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2581866.500000 Penalty: 4927.248535
	Iteration 49Q: 3 clusters Score -2581866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2581869.750000 Penalty: 4927.248535
	Iteration 50Q: 3 clusters Score -2581870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2581880.500000 Penalty: 4927.248535
	Iteration 51Q: 3 clusters Score -2581880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2581880.250000 Penalty: 4927.248535
	Iteration 52Q: 3 clusters Score -2581880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2581882.250000 Penalty: 4927.248535
	Iteration 53Q: 3 clusters Score -2581882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2581883.750000 Penalty: 4927.248535
	Iteration 54Q: 3 clusters Score -2581884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2581888.500000 Penalty: 4927.248535
	Iteration 55Q: 3 clusters Score -2581888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2581890.500000 Penalty: 4927.248535
	Iteration 56Q: 3 clusters Score -2581890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2581894.250000 Penalty: 4927.248535
	Iteration 57Q: 3 clusters Score -2581894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2581899.000000 Penalty: 4927.248535
	Iteration 58Q: 3 clusters Score -2581899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2581896.000000 Penalty: 4927.248535
	Iteration 59Q: 3 clusters Score -2581896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2581905.750000 Penalty: 4927.248535
	Iteration 60F: 3 clusters Score -2581906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2581917.000000 Penalty: 4927.248535
	Iteration 61Q: 3 clusters Score -2581917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2581928.500000 Penalty: 4927.248535
	Iteration 62Q: 3 clusters Score -2581928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2581939.000000 Penalty: 4927.248535
	Iteration 63Q: 3 clusters Score -2581939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2581949.750000 Penalty: 4927.248535
	Iteration 64Q: 3 clusters Score -2581950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2581953.500000 Penalty: 4927.248535
	Iteration 65Q: 3 clusters Score -2581954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2581958.250000 Penalty: 4927.248535
	Iteration 66Q: 3 clusters Score -2581958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2581962.500000 Penalty: 4927.248535
	Iteration 67Q: 3 clusters Score -2581962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2581965.500000 Penalty: 4927.248535
	Iteration 68Q: 3 clusters Score -2581966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2581974.250000 Penalty: 4927.248535
	Iteration 69Q: 3 clusters Score -2581974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2581975.000000 Penalty: 4927.248535
	Iteration 70Q: 3 clusters Score -2581975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2581972.500000 Penalty: 4927.248535
	Iteration 71Q: 3 clusters Score -2581972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2581974.250000 Penalty: 4927.248535
	Iteration 72Q: 3 clusters Score -2581974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2581974.500000 Penalty: 4927.248535
	Iteration 73Q: 3 clusters Score -2581974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2581974.500000 Penalty: 4927.248535
	Iteration 74Q: 3 clusters Score -2581974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2581972.250000 Penalty: 4927.248535
	Iteration 75Q: 3 clusters Score -2581972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2581972.250000 Penalty: 4927.248535
	Iteration 76F: 3 clusters Score -2581972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Entering Unmasked Estep 
Score: -491467.093750 Penalty: 2067.899658
	Iteration 0F: 2 clusters Score -491467.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -487491.562500 Penalty: 4135.799316
	Iteration 0F: 3 clusters Score -487491.6 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -488423.687500 Penalty: 4135.799316
	Iteration 1F: 3 clusters Score -488423.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -488637.562500 Penalty: 4135.799316
	Iteration 2F: 3 clusters Score -488637.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -488819.406250 Penalty: 4135.799316
	Iteration 3F: 3 clusters Score -488819.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -488947.562500 Penalty: 4135.799316
	Iteration 4Q: 3 clusters Score -488947.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -489028.750000 Penalty: 4135.799316
	Iteration 5Q: 3 clusters Score -489028.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -489096.968750 Penalty: 4135.799316
	Iteration 6Q: 3 clusters Score -489097 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -489163.125000 Penalty: 4135.799316
	Iteration 7Q: 3 clusters Score -489163.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -489208.531250 Penalty: 4135.799316
	Iteration 8Q: 3 clusters Score -489208.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -489259.343750 Penalty: 4135.799316
	Iteration 9Q: 3 clusters Score -489259.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -489314.593750 Penalty: 4135.799316
	Iteration 10Q: 3 clusters Score -489314.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -489356.718750 Penalty: 4135.799316
	Iteration 11Q: 3 clusters Score -489356.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -489385.656250 Penalty: 4135.799316
	Iteration 12Q: 3 clusters Score -489385.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -489407.093750 Penalty: 4135.799316
	Iteration 13Q: 3 clusters Score -489407.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -489427.656250 Penalty: 4135.799316
	Iteration 14Q: 3 clusters Score -489427.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -489440.937500 Penalty: 4135.799316
	Iteration 15Q: 3 clusters Score -489440.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -489448.812500 Penalty: 4135.799316
	Iteration 16Q: 3 clusters Score -489448.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -489461.593750 Penalty: 4135.799316
	Iteration 17Q: 3 clusters Score -489461.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -489470.718750 Penalty: 4135.799316
	Iteration 18Q: 3 clusters Score -489470.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -489476.093750 Penalty: 4135.799316
	Iteration 19Q: 3 clusters Score -489476.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -489480.625000 Penalty: 4135.799316
	Iteration 20F: 3 clusters Score -489480.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -489481.250000 Penalty: 4135.799316
	Iteration 21Q: 3 clusters Score -489481.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -489483.750000 Penalty: 4135.799316
	Iteration 22Q: 3 clusters Score -489483.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -489485.656250 Penalty: 4135.799316
	Iteration 23Q: 3 clusters Score -489485.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -489491.375000 Penalty: 4135.799316
	Iteration 24Q: 3 clusters Score -489491.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -489496.468750 Penalty: 4135.799316
	Iteration 25Q: 3 clusters Score -489496.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -489503.625000 Penalty: 4135.799316
	Iteration 26Q: 3 clusters Score -489503.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -489512.562500 Penalty: 4135.799316
	Iteration 27Q: 3 clusters Score -489512.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -489520.062500 Penalty: 4135.799316
	Iteration 28Q: 3 clusters Score -489520.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -489525.312500 Penalty: 4135.799316
	Iteration 29Q: 3 clusters Score -489525.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -489529.750000 Penalty: 4135.799316
	Iteration 30Q: 3 clusters Score -489529.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -489535.937500 Penalty: 4135.799316
	Iteration 31Q: 3 clusters Score -489535.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -489543.531250 Penalty: 4135.799316
	Iteration 32Q: 3 clusters Score -489543.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -489549.375000 Penalty: 4135.799316
	Iteration 33Q: 3 clusters Score -489549.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -489553.812500 Penalty: 4135.799316
	Iteration 34Q: 3 clusters Score -489553.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -489556.375000 Penalty: 4135.799316
	Iteration 35Q: 3 clusters Score -489556.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -489560.968750 Penalty: 4135.799316
	Iteration 36Q: 3 clusters Score -489561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -489564.281250 Penalty: 4135.799316
	Iteration 37Q: 3 clusters Score -489564.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -489568.218750 Penalty: 4135.799316
	Iteration 38Q: 3 clusters Score -489568.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -489574.656250 Penalty: 4135.799316
	Iteration 39Q: 3 clusters Score -489574.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -489579.187500 Penalty: 4135.799316
	Iteration 40F: 3 clusters Score -489579.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -489583.781250 Penalty: 4135.799316
	Iteration 41Q: 3 clusters Score -489583.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -489591.406250 Penalty: 4135.799316
	Iteration 42Q: 3 clusters Score -489591.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -489603.000000 Penalty: 4135.799316
	Iteration 43Q: 3 clusters Score -489603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -489612.875000 Penalty: 4135.799316
	Iteration 44Q: 3 clusters Score -489612.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -489625.218750 Penalty: 4135.799316
	Iteration 45Q: 3 clusters Score -489625.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -489641.875000 Penalty: 4135.799316
	Iteration 46Q: 3 clusters Score -489641.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -489652.656250 Penalty: 4135.799316
	Iteration 47Q: 3 clusters Score -489652.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -489665.843750 Penalty: 4135.799316
	Iteration 48Q: 3 clusters Score -489665.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -489683.031250 Penalty: 4135.799316
	Iteration 49Q: 3 clusters Score -489683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -489700.093750 Penalty: 4135.799316
	Iteration 50Q: 3 clusters Score -489700.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -489720.687500 Penalty: 4135.799316
	Iteration 51Q: 3 clusters Score -489720.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -489736.750000 Penalty: 4135.799316
	Iteration 52Q: 3 clusters Score -489736.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -489746.843750 Penalty: 4135.799316
	Iteration 53Q: 3 clusters Score -489746.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -489760.187500 Penalty: 4135.799316
	Iteration 54Q: 3 clusters Score -489760.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -489766.968750 Penalty: 4135.799316
	Iteration 55Q: 3 clusters Score -489767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -489771.843750 Penalty: 4135.799316
	Iteration 56Q: 3 clusters Score -489771.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -489777.843750 Penalty: 4135.799316
	Iteration 57Q: 3 clusters Score -489777.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -489785.406250 Penalty: 4135.799316
	Iteration 58Q: 3 clusters Score -489785.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -489794.312500 Penalty: 4135.799316
	Iteration 59Q: 3 clusters Score -489794.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -489802.343750 Penalty: 4135.799316
	Iteration 60F: 3 clusters Score -489802.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -489811.093750 Penalty: 4135.799316
	Iteration 61Q: 3 clusters Score -489811.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -489814.906250 Penalty: 4135.799316
	Iteration 62Q: 3 clusters Score -489814.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -489818.375000 Penalty: 4135.799316
	Iteration 63Q: 3 clusters Score -489818.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -489820.125000 Penalty: 4135.799316
	Iteration 64Q: 3 clusters Score -489820.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -489824.187500 Penalty: 4135.799316
	Iteration 65Q: 3 clusters Score -489824.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -489826.375000 Penalty: 4135.799316
	Iteration 66Q: 3 clusters Score -489826.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -489828.968750 Penalty: 4135.799316
	Iteration 67Q: 3 clusters Score -489829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -489830.343750 Penalty: 4135.799316
	Iteration 68Q: 3 clusters Score -489830.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -489831.687500 Penalty: 4135.799316
	Iteration 69Q: 3 clusters Score -489831.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -489830.937500 Penalty: 4135.799316
	Iteration 70Q: 3 clusters Score -489830.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -489831.375000 Penalty: 4135.799316
	Iteration 71Q: 3 clusters Score -489831.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -489832.687500 Penalty: 4135.799316
	Iteration 72Q: 3 clusters Score -489832.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -489834.593750 Penalty: 4135.799316
	Iteration 73Q: 3 clusters Score -489834.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -489834.906250 Penalty: 4135.799316
	Iteration 74Q: 3 clusters Score -489834.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -489835.656250 Penalty: 4135.799316
	Iteration 75Q: 3 clusters Score -489835.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -489836.656250 Penalty: 4135.799316
	Iteration 76Q: 3 clusters Score -489836.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -489839.937500 Penalty: 4135.799316
	Iteration 77Q: 3 clusters Score -489839.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -489840.218750 Penalty: 4135.799316
	Iteration 78Q: 3 clusters Score -489840.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -489840.406250 Penalty: 4135.799316
	Iteration 79Q: 3 clusters Score -489840.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -489841.781250 Penalty: 4135.799316
	Iteration 80F: 3 clusters Score -489841.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Entering Unmasked Estep 
Score: -2743527.750000 Penalty: 2482.749268
	Iteration 0F: 2 clusters Score -2743528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2727962.750000 Penalty: 4965.498535
	Iteration 0F: 3 clusters Score -2727963 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2733170.250000 Penalty: 4965.498535
	Iteration 1F: 3 clusters Score -2733170 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2733498.500000 Penalty: 4965.498535
	Iteration 2Q: 3 clusters Score -2733498 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2733735.000000 Penalty: 4965.498535
	Iteration 3Q: 3 clusters Score -2733735 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2733936.250000 Penalty: 4965.498535
	Iteration 4Q: 3 clusters Score -2733936 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2734108.250000 Penalty: 4965.498535
	Iteration 5Q: 3 clusters Score -2734108 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2734262.750000 Penalty: 4965.498535
	Iteration 6Q: 3 clusters Score -2734263 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2734394.250000 Penalty: 4965.498535
	Iteration 7Q: 3 clusters Score -2734394 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2734545.500000 Penalty: 4965.498535
	Iteration 8Q: 3 clusters Score -2734546 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2734679.500000 Penalty: 4965.498535
	Iteration 9Q: 3 clusters Score -2734680 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2734837.750000 Penalty: 4965.498535
	Iteration 10Q: 3 clusters Score -2734838 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2735036.500000 Penalty: 4965.498535
	Iteration 11Q: 3 clusters Score -2735036 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2735284.500000 Penalty: 4965.498535
	Iteration 12Q: 3 clusters Score -2735284 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2735612.250000 Penalty: 4965.498535
	Iteration 13Q: 3 clusters Score -2735612 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2736105.250000 Penalty: 4965.498535
	Iteration 14Q: 3 clusters Score -2736105 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2736704.250000 Penalty: 4965.498535
	Iteration 15Q: 3 clusters Score -2736704 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2737470.500000 Penalty: 4965.498535
	Iteration 16F: 3 clusters Score -2737470 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2738377.500000 Penalty: 4965.498535
	Iteration 17F: 3 clusters Score -2738378 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2739273.750000 Penalty: 4965.498535
	Iteration 18F: 3 clusters Score -2739274 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2740033.500000 Penalty: 4965.498535
	Iteration 19Q: 3 clusters Score -2740034 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2740551.250000 Penalty: 4965.498535
	Iteration 20F: 3 clusters Score -2740551 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2740885.500000 Penalty: 4965.498535
	Iteration 21Q: 3 clusters Score -2740886 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2741061.750000 Penalty: 4965.498535
	Iteration 22Q: 3 clusters Score -2741062 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2741164.750000 Penalty: 4965.498535
	Iteration 23Q: 3 clusters Score -2741165 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2741222.000000 Penalty: 4965.498535
	Iteration 24Q: 3 clusters Score -2741222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2741261.750000 Penalty: 4965.498535
	Iteration 25Q: 3 clusters Score -2741262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2741289.000000 Penalty: 4965.498535
	Iteration 26Q: 3 clusters Score -2741289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2741304.000000 Penalty: 4965.498535
	Iteration 27Q: 3 clusters Score -2741304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2741321.250000 Penalty: 4965.498535
	Iteration 28Q: 3 clusters Score -2741321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2741326.250000 Penalty: 4965.498535
	Iteration 29Q: 3 clusters Score -2741326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2741339.000000 Penalty: 4965.498535
	Iteration 30Q: 3 clusters Score -2741339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2741344.750000 Penalty: 4965.498535
	Iteration 31Q: 3 clusters Score -2741345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2741357.250000 Penalty: 4965.498535
	Iteration 32Q: 3 clusters Score -2741357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2741364.500000 Penalty: 4965.498535
	Iteration 33Q: 3 clusters Score -2741364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2741372.250000 Penalty: 4965.498535
	Iteration 34Q: 3 clusters Score -2741372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2741372.750000 Penalty: 4965.498535
	Iteration 35Q: 3 clusters Score -2741373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2741376.000000 Penalty: 4965.498535
	Iteration 36Q: 3 clusters Score -2741376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2741377.250000 Penalty: 4965.498535
	Iteration 37Q: 3 clusters Score -2741377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2741379.000000 Penalty: 4965.498535
	Iteration 38Q: 3 clusters Score -2741379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2741382.500000 Penalty: 4965.498535
	Iteration 39Q: 3 clusters Score -2741382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2741384.500000 Penalty: 4965.498535
	Iteration 40F: 3 clusters Score -2741384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2741386.250000 Penalty: 4965.498535
	Iteration 41Q: 3 clusters Score -2741386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2741386.250000 Penalty: 4965.498535
	Iteration 42F: 3 clusters Score -2741386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Entering Unmasked Estep 
Score: -3021696.250000 Penalty: 2511.899902
	Iteration 0F: 2 clusters Score -3021696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -3004273.750000 Penalty: 5023.799805
	Iteration 0F: 3 clusters Score -3004274 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3010537.500000 Penalty: 5023.799805
	Iteration 1F: 3 clusters Score -3010538 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3011320.000000 Penalty: 5023.799805
	Iteration 2F: 3 clusters Score -3011320 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -3012333.000000 Penalty: 5023.799805
	Iteration 3F: 3 clusters Score -3012333 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -3013548.500000 Penalty: 5023.799805
	Iteration 4F: 3 clusters Score -3013548 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -3014927.750000 Penalty: 5023.799805
	Iteration 5F: 3 clusters Score -3014928 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3016341.000000 Penalty: 5023.799805
	Iteration 6F: 3 clusters Score -3016341 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -3017583.500000 Penalty: 5023.799805
	Iteration 7F: 3 clusters Score -3017584 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -3018595.250000 Penalty: 5023.799805
	Iteration 8Q: 3 clusters Score -3018595 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -3019366.500000 Penalty: 5023.799805
	Iteration 9Q: 3 clusters Score -3019366 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3019865.250000 Penalty: 5023.799805
	Iteration 10Q: 3 clusters Score -3019865 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -3020149.000000 Penalty: 5023.799805
	Iteration 11Q: 3 clusters Score -3020149 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3020276.750000 Penalty: 5023.799805
	Iteration 12Q: 3 clusters Score -3020277 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3020360.750000 Penalty: 5023.799805
	Iteration 13Q: 3 clusters Score -3020361 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3020418.750000 Penalty: 5023.799805
	Iteration 14Q: 3 clusters Score -3020419 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3020464.750000 Penalty: 5023.799805
	Iteration 15Q: 3 clusters Score -3020465 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3020483.750000 Penalty: 5023.799805
	Iteration 16Q: 3 clusters Score -3020484 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3020505.250000 Penalty: 5023.799805
	Iteration 17Q: 3 clusters Score -3020505 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3020531.000000 Penalty: 5023.799805
	Iteration 18Q: 3 clusters Score -3020531 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3020541.250000 Penalty: 5023.799805
	Iteration 19Q: 3 clusters Score -3020541 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3020549.500000 Penalty: 5023.799805
	Iteration 20F: 3 clusters Score -3020550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3020549.000000 Penalty: 5023.799805
	Iteration 21Q: 3 clusters Score -3020549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3020559.250000 Penalty: 5023.799805
	Iteration 22Q: 3 clusters Score -3020559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3020556.000000 Penalty: 5023.799805
	Iteration 23Q: 3 clusters Score -3020556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3020560.500000 Penalty: 5023.799805
	Iteration 24Q: 3 clusters Score -3020560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3020567.500000 Penalty: 5023.799805
	Iteration 25Q: 3 clusters Score -3020568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3020577.750000 Penalty: 5023.799805
	Iteration 26Q: 3 clusters Score -3020578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3020575.500000 Penalty: 5023.799805
	Iteration 27Q: 3 clusters Score -3020576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3020578.500000 Penalty: 5023.799805
	Iteration 28Q: 3 clusters Score -3020578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3020583.000000 Penalty: 5023.799805
	Iteration 29Q: 3 clusters Score -3020583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3020590.000000 Penalty: 5023.799805
	Iteration 30Q: 3 clusters Score -3020590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3020593.500000 Penalty: 5023.799805
	Iteration 31Q: 3 clusters Score -3020594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3020593.000000 Penalty: 5023.799805
	Iteration 32Q: 3 clusters Score -3020593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3020590.000000 Penalty: 5023.799805
	Iteration 33Q: 3 clusters Score -3020590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3020593.500000 Penalty: 5023.799805
	Iteration 34Q: 3 clusters Score -3020594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3020601.000000 Penalty: 5023.799805
	Iteration 35Q: 3 clusters Score -3020601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3020598.500000 Penalty: 5023.799805
	Iteration 36Q: 3 clusters Score -3020598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3020593.500000 Penalty: 5023.799805
	Iteration 37Q: 3 clusters Score -3020594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3020598.250000 Penalty: 5023.799805
	Iteration 38Q: 3 clusters Score -3020598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3020600.750000 Penalty: 5023.799805
	Iteration 39Q: 3 clusters Score -3020601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3020597.750000 Penalty: 5023.799805
	Iteration 40F: 3 clusters Score -3020598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3020600.250000 Penalty: 5023.799805
	Iteration 41Q: 3 clusters Score -3020600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3020605.750000 Penalty: 5023.799805
	Iteration 42Q: 3 clusters Score -3020606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3020612.250000 Penalty: 5023.799805
	Iteration 43Q: 3 clusters Score -3020612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3020615.250000 Penalty: 5023.799805
	Iteration 44Q: 3 clusters Score -3020615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3020619.000000 Penalty: 5023.799805
	Iteration 45Q: 3 clusters Score -3020619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3020617.000000 Penalty: 5023.799805
	Iteration 46Q: 3 clusters Score -3020617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3020627.750000 Penalty: 5023.799805
	Iteration 47Q: 3 clusters Score -3020628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3020622.750000 Penalty: 5023.799805
	Iteration 48Q: 3 clusters Score -3020623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3020633.500000 Penalty: 5023.799805
	Iteration 49Q: 3 clusters Score -3020634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3020636.250000 Penalty: 5023.799805
	Iteration 50Q: 3 clusters Score -3020636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3020634.000000 Penalty: 5023.799805
	Iteration 51Q: 3 clusters Score -3020634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3020636.500000 Penalty: 5023.799805
	Iteration 52Q: 3 clusters Score -3020636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3020640.500000 Penalty: 5023.799805
	Iteration 53Q: 3 clusters Score -3020640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3020637.500000 Penalty: 5023.799805
	Iteration 54Q: 3 clusters Score -3020638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3020638.000000 Penalty: 5023.799805
	Iteration 55Q: 3 clusters Score -3020638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3020638.500000 Penalty: 5023.799805
	Iteration 56Q: 3 clusters Score -3020638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3020638.500000 Penalty: 5023.799805
	Iteration 57F: 3 clusters Score -3020638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (168874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168874 members 
Entering Unmasked Estep 
Score: -21153576.000000 Penalty: 2985.153320
	Iteration 0F: 2 clusters Score -2.115358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84236 members 
Mstep: Class 2 contains 84638 members 
Entering Unmasked Estep 
Score: -21041298.000000 Penalty: 5970.306641
	Iteration 0F: 3 clusters Score -2.10413e+07 nChanged 80819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82667 members 
Mstep: Class 2 contains 86207 members 
Entering Unmasked Estep 
Score: -21090304.000000 Penalty: 5970.306641
	Iteration 1F: 3 clusters Score -2.10903e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82333 members 
Mstep: Class 2 contains 86541 members 
Entering Unmasked Estep 
Score: -21093218.000000 Penalty: 5970.306641
	Iteration 2Q: 3 clusters Score -2.109322e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82581 members 
Mstep: Class 2 contains 86293 members 
Entering Unmasked Estep 
Score: -21098006.000000 Penalty: 5970.306641
	Iteration 3F: 3 clusters Score -2.109801e+07 nChanged 10170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83895 members 
Mstep: Class 2 contains 84979 members 
Entering Unmasked Estep 
Score: -21103850.000000 Penalty: 5970.306641
	Iteration 4F: 3 clusters Score -2.110385e+07 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86485 members 
Mstep: Class 2 contains 82389 members 
Entering Unmasked Estep 
Score: -21111162.000000 Penalty: 5970.306641
	Iteration 5F: 3 clusters Score -2.111116e+07 nChanged 12079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90180 members 
Mstep: Class 2 contains 78694 members 
Entering Unmasked Estep 
Score: -21119822.000000 Penalty: 5970.306641
	Iteration 6F: 3 clusters Score -2.111982e+07 nChanged 11132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93954 members 
Mstep: Class 2 contains 74920 members 
Entering Unmasked Estep 
Score: -21127972.000000 Penalty: 5970.306641
	Iteration 7F: 3 clusters Score -2.112797e+07 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97033 members 
Mstep: Class 2 contains 71841 members 
Entering Unmasked Estep 
Score: -21132800.000000 Penalty: 5970.306641
	Iteration 8F: 3 clusters Score -2.11328e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99461 members 
Mstep: Class 2 contains 69413 members 
Entering Unmasked Estep 
Score: -21134944.000000 Penalty: 5970.306641
	Iteration 9Q: 3 clusters Score -2.113494e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101572 members 
Mstep: Class 2 contains 67302 members 
Entering Unmasked Estep 
Score: -21135886.000000 Penalty: 5970.306641
	Iteration 10Q: 3 clusters Score -2.113589e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103555 members 
Mstep: Class 2 contains 65319 members 
Entering Unmasked Estep 
Score: -21136406.000000 Penalty: 5970.306641
	Iteration 11Q: 3 clusters Score -2.113641e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105535 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -21136922.000000 Penalty: 5970.306641
	Iteration 12Q: 3 clusters Score -2.113692e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107428 members 
Mstep: Class 2 contains 61446 members 
Entering Unmasked Estep 
Score: -21137420.000000 Penalty: 5970.306641
	Iteration 13Q: 3 clusters Score -2.113742e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109379 members 
Mstep: Class 2 contains 59495 members 
Entering Unmasked Estep 
Score: -21137744.000000 Penalty: 5970.306641
	Iteration 14Q: 3 clusters Score -2.113774e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111371 members 
Mstep: Class 2 contains 57503 members 
Entering Unmasked Estep 
Score: -21138162.000000 Penalty: 5970.306641
	Iteration 15Q: 3 clusters Score -2.113816e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113385 members 
Mstep: Class 2 contains 55489 members 
Entering Unmasked Estep 
Score: -21138558.000000 Penalty: 5970.306641
	Iteration 16Q: 3 clusters Score -2.113856e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115425 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -21139054.000000 Penalty: 5970.306641
	Iteration 17Q: 3 clusters Score -2.113905e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117515 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -21139558.000000 Penalty: 5970.306641
	Iteration 18Q: 3 clusters Score -2.113956e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119647 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -21140126.000000 Penalty: 5970.306641
	Iteration 19Q: 3 clusters Score -2.114013e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121715 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -21140536.000000 Penalty: 5970.306641
	Iteration 20F: 3 clusters Score -2.114054e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123760 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -21140878.000000 Penalty: 5970.306641
	Iteration 21Q: 3 clusters Score -2.114088e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125756 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -21141376.000000 Penalty: 5970.306641
	Iteration 22Q: 3 clusters Score -2.114138e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127748 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -21141784.000000 Penalty: 5970.306641
	Iteration 23Q: 3 clusters Score -2.114178e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129829 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -21142230.000000 Penalty: 5970.306641
	Iteration 24Q: 3 clusters Score -2.114223e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131952 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -21142764.000000 Penalty: 5970.306641
	Iteration 25Q: 3 clusters Score -2.114276e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134214 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -21143294.000000 Penalty: 5970.306641
	Iteration 26Q: 3 clusters Score -2.114329e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136454 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -21143872.000000 Penalty: 5970.306641
	Iteration 27Q: 3 clusters Score -2.114387e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138721 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -21144538.000000 Penalty: 5970.306641
	Iteration 28Q: 3 clusters Score -2.114454e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140947 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -21145136.000000 Penalty: 5970.306641
	Iteration 29Q: 3 clusters Score -2.114514e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143125 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -21146104.000000 Penalty: 5970.306641
	Iteration 30Q: 3 clusters Score -2.11461e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145280 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -21146736.000000 Penalty: 5970.306641
	Iteration 31Q: 3 clusters Score -2.114674e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147362 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -21147362.000000 Penalty: 5970.306641
	Iteration 32Q: 3 clusters Score -2.114736e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149342 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -21148036.000000 Penalty: 5970.306641
	Iteration 33Q: 3 clusters Score -2.114804e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151241 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -21148688.000000 Penalty: 5970.306641
	Iteration 34Q: 3 clusters Score -2.114869e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152999 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -21149272.000000 Penalty: 5970.306641
	Iteration 35Q: 3 clusters Score -2.114927e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154665 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -21149836.000000 Penalty: 5970.306641
	Iteration 36Q: 3 clusters Score -2.114984e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156171 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -21150290.000000 Penalty: 5970.306641
	Iteration 37Q: 3 clusters Score -2.115029e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157508 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -21150694.000000 Penalty: 5970.306641
	Iteration 38Q: 3 clusters Score -2.115069e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158789 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -21151120.000000 Penalty: 5970.306641
	Iteration 39Q: 3 clusters Score -2.115112e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159931 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -21151480.000000 Penalty: 5970.306641
	Iteration 40F: 3 clusters Score -2.115148e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160989 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -21151766.000000 Penalty: 5970.306641
	Iteration 41Q: 3 clusters Score -2.115177e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161893 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -21152088.000000 Penalty: 5970.306641
	Iteration 42Q: 3 clusters Score -2.115209e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162602 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -21152388.000000 Penalty: 5970.306641
	Iteration 43Q: 3 clusters Score -2.115239e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163186 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -21152508.000000 Penalty: 5970.306641
	Iteration 44Q: 3 clusters Score -2.115251e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163680 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -21152622.000000 Penalty: 5970.306641
	Iteration 45Q: 3 clusters Score -2.115262e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164101 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -21152770.000000 Penalty: 5970.306641
	Iteration 46Q: 3 clusters Score -2.115277e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164425 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -21152800.000000 Penalty: 5970.306641
	Iteration 47Q: 3 clusters Score -2.11528e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164684 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -21152880.000000 Penalty: 5970.306641
	Iteration 48Q: 3 clusters Score -2.115288e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164904 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -21152952.000000 Penalty: 5970.306641
	Iteration 49Q: 3 clusters Score -2.115295e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165089 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -21152952.000000 Penalty: 5970.306641
	Iteration 50Q: 3 clusters Score -2.115295e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165244 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -21152974.000000 Penalty: 5970.306641
	Iteration 51Q: 3 clusters Score -2.115297e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165403 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -21152986.000000 Penalty: 5970.306641
	Iteration 52Q: 3 clusters Score -2.115299e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165539 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -21153046.000000 Penalty: 5970.306641
	Iteration 53Q: 3 clusters Score -2.115305e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165669 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -21153040.000000 Penalty: 5970.306641
	Iteration 54Q: 3 clusters Score -2.115304e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165784 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -21153042.000000 Penalty: 5970.306641
	Iteration 55Q: 3 clusters Score -2.115304e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165878 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -21153100.000000 Penalty: 5970.306641
	Iteration 56Q: 3 clusters Score -2.11531e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165957 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -21153084.000000 Penalty: 5970.306641
	Iteration 57Q: 3 clusters Score -2.115308e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166027 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -21153122.000000 Penalty: 5970.306641
	Iteration 58Q: 3 clusters Score -2.115312e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166091 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -21153156.000000 Penalty: 5970.306641
	Iteration 59Q: 3 clusters Score -2.115316e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166145 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -21153240.000000 Penalty: 5970.306641
	Iteration 60F: 3 clusters Score -2.115324e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166187 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -21153282.000000 Penalty: 5970.306641
	Iteration 61Q: 3 clusters Score -2.115328e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166226 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -21153316.000000 Penalty: 5970.306641
	Iteration 62Q: 3 clusters Score -2.115332e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166267 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -21153350.000000 Penalty: 5970.306641
	Iteration 63Q: 3 clusters Score -2.115335e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166325 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -21153374.000000 Penalty: 5970.306641
	Iteration 64Q: 3 clusters Score -2.115337e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166371 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -21153404.000000 Penalty: 5970.306641
	Iteration 65Q: 3 clusters Score -2.11534e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166414 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -21153424.000000 Penalty: 5970.306641
	Iteration 66Q: 3 clusters Score -2.115342e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166455 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -21153498.000000 Penalty: 5970.306641
	Iteration 67Q: 3 clusters Score -2.11535e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166495 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -21153528.000000 Penalty: 5970.306641
	Iteration 68Q: 3 clusters Score -2.115353e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166523 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -21153576.000000 Penalty: 5970.306641
	Iteration 69Q: 3 clusters Score -2.115358e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166548 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -21153640.000000 Penalty: 5970.306641
	Iteration 70Q: 3 clusters Score -2.115364e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166581 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -21153656.000000 Penalty: 5970.306641
	Iteration 71Q: 3 clusters Score -2.115366e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166603 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -21153676.000000 Penalty: 5970.306641
	Iteration 72Q: 3 clusters Score -2.115368e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166621 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -21153688.000000 Penalty: 5970.306641
	Iteration 73Q: 3 clusters Score -2.115369e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166631 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -21153662.000000 Penalty: 5970.306641
	Iteration 74Q: 3 clusters Score -2.115366e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166646 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -21153672.000000 Penalty: 5970.306641
	Iteration 75Q: 3 clusters Score -2.115367e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166658 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -21153720.000000 Penalty: 5970.306641
	Iteration 76Q: 3 clusters Score -2.115372e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166669 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -21153734.000000 Penalty: 5970.306641
	Iteration 77Q: 3 clusters Score -2.115373e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166683 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -21153706.000000 Penalty: 5970.306641
	Iteration 78Q: 3 clusters Score -2.115371e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166686 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -21153704.000000 Penalty: 5970.306641
	Iteration 79Q: 3 clusters Score -2.11537e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166686 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -21153720.000000 Penalty: 5970.306641
	Iteration 80F: 3 clusters Score -2.115372e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166691 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -21153732.000000 Penalty: 5970.306641
	Iteration 81Q: 3 clusters Score -2.115373e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166690 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -21153738.000000 Penalty: 5970.306641
	Iteration 82Q: 3 clusters Score -2.115374e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166694 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -21153752.000000 Penalty: 5970.306641
	Iteration 83Q: 3 clusters Score -2.115375e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166691 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -21153748.000000 Penalty: 5970.306641
	Iteration 84Q: 3 clusters Score -2.115375e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166687 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -21153750.000000 Penalty: 5970.306641
	Iteration 85Q: 3 clusters Score -2.115375e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166688 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -21153754.000000 Penalty: 5970.306641
	Iteration 86Q: 3 clusters Score -2.115375e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166684 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -21153744.000000 Penalty: 5970.306641
	Iteration 87Q: 3 clusters Score -2.115374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166684 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -21153770.000000 Penalty: 5970.306641
	Iteration 88Q: 3 clusters Score -2.115377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166682 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -21153756.000000 Penalty: 5970.306641
	Iteration 89Q: 3 clusters Score -2.115376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166679 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -21153750.000000 Penalty: 5970.306641
	Iteration 90Q: 3 clusters Score -2.115375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166679 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -21153762.000000 Penalty: 5970.306641
	Iteration 91Q: 3 clusters Score -2.115376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166677 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -21153762.000000 Penalty: 5970.306641
	Iteration 92Q: 3 clusters Score -2.115376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166675 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -21153762.000000 Penalty: 5970.306641
	Iteration 93Q: 3 clusters Score -2.115376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166674 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -21153766.000000 Penalty: 5970.306641
	Iteration 94Q: 3 clusters Score -2.115377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166673 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -21153754.000000 Penalty: 5970.306641
	Iteration 95Q: 3 clusters Score -2.115375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166669 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -21153748.000000 Penalty: 5970.306641
	Iteration 96Q: 3 clusters Score -2.115375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166666 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -21153736.000000 Penalty: 5970.306641
	Iteration 97Q: 3 clusters Score -2.115374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166667 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -21153750.000000 Penalty: 5970.306641
	Iteration 98Q: 3 clusters Score -2.115375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166668 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -21153744.000000 Penalty: 5970.306641
	Iteration 99Q: 3 clusters Score -2.115374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166669 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -21153756.000000 Penalty: 5970.306641
	Iteration 100F: 3 clusters Score -2.115376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166668 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -21153756.000000 Penalty: 5970.306641
	Iteration 101Q: 3 clusters Score -2.115376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166668 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -21153756.000000 Penalty: 5970.306641
	Iteration 102F: 3 clusters Score -2.115376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286464 members 
Mstep: Class 2 contains 55809 members 
Mstep: Class 3 contains 18600 members 
Mstep: Class 4 contains 277524 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 22104 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105907 members 
Mstep: Class 9 contains 31959 members 
Mstep: Class 10 contains 77318 members 
Mstep: Class 11 contains 20619 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22272 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 166668 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12484 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9139 members 
Mstep: Class 24 contains 8594 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82287 members 
Mstep: Class 27 contains 385 members 
Mstep: Class 28 contains 2206 members 
Entering Unmasked Estep 
Score: -154625600.000000 Penalty: 97617.203125
Splitting cluster 15 changes total score from -154626400.000000 to -154625600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Entering Unmasked Estep 
Score: -116815.218750 Penalty: 1770.045044
	Iteration 0F: 2 clusters Score -116815.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -114760.398438 Penalty: 3540.090088
	Iteration 0F: 3 clusters Score -114760.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -115151.257812 Penalty: 3540.090088
	Iteration 1F: 3 clusters Score -115151.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -115287.343750 Penalty: 3540.090088
	Iteration 2F: 3 clusters Score -115287.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -115370.468750 Penalty: 3540.090088
	Iteration 3Q: 3 clusters Score -115370.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -115463.125000 Penalty: 3540.090088
	Iteration 4Q: 3 clusters Score -115463.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -115651.609375 Penalty: 3540.090088
	Iteration 5Q: 3 clusters Score -115651.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -115758.414062 Penalty: 3540.090088
	Iteration 6Q: 3 clusters Score -115758.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -115842.570312 Penalty: 3540.090088
	Iteration 7Q: 3 clusters Score -115842.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -115928.601562 Penalty: 3540.090088
	Iteration 8Q: 3 clusters Score -115928.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -116027.859375 Penalty: 3540.090088
	Iteration 9Q: 3 clusters Score -116027.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -116116.929688 Penalty: 3540.090088
	Iteration 10Q: 3 clusters Score -116116.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -116196.320312 Penalty: 3540.090088
	Iteration 11Q: 3 clusters Score -116196.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -116247.382812 Penalty: 3540.090088
	Iteration 12Q: 3 clusters Score -116247.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -116285.882812 Penalty: 3540.090088
	Iteration 13Q: 3 clusters Score -116285.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -116309.148438 Penalty: 3540.090088
	Iteration 14Q: 3 clusters Score -116309.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -116319.937500 Penalty: 3540.090088
	Iteration 15Q: 3 clusters Score -116319.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -116327.773438 Penalty: 3540.090088
	Iteration 16Q: 3 clusters Score -116327.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -116332.898438 Penalty: 3540.090088
	Iteration 17Q: 3 clusters Score -116332.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -116342.773438 Penalty: 3540.090088
	Iteration 18Q: 3 clusters Score -116342.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -116350.523438 Penalty: 3540.090088
	Iteration 19Q: 3 clusters Score -116350.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -116357.640625 Penalty: 3540.090088
	Iteration 20F: 3 clusters Score -116357.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -116365.421875 Penalty: 3540.090088
	Iteration 21Q: 3 clusters Score -116365.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -116373.414062 Penalty: 3540.090088
	Iteration 22Q: 3 clusters Score -116373.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -116379.171875 Penalty: 3540.090088
	Iteration 23Q: 3 clusters Score -116379.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -116383.523438 Penalty: 3540.090088
	Iteration 24Q: 3 clusters Score -116383.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -116383.523438 Penalty: 3540.090088
	Iteration 25F: 3 clusters Score -116383.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Entering Unmasked Estep 
Score: -1544064.000000 Penalty: 2339.186523
	Iteration 0F: 2 clusters Score -1544064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1534839.750000 Penalty: 4678.373047
	Iteration 0F: 3 clusters Score -1534840 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1537837.375000 Penalty: 4678.373047
	Iteration 1F: 3 clusters Score -1537837 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1538254.750000 Penalty: 4678.373047
	Iteration 2F: 3 clusters Score -1538255 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1538557.375000 Penalty: 4678.373047
	Iteration 3F: 3 clusters Score -1538557 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1538799.375000 Penalty: 4678.373047
	Iteration 4Q: 3 clusters Score -1538799 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1539031.625000 Penalty: 4678.373047
	Iteration 5Q: 3 clusters Score -1539032 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1539266.375000 Penalty: 4678.373047
	Iteration 6Q: 3 clusters Score -1539266 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1539521.750000 Penalty: 4678.373047
	Iteration 7Q: 3 clusters Score -1539522 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1539750.875000 Penalty: 4678.373047
	Iteration 8Q: 3 clusters Score -1539751 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1539966.750000 Penalty: 4678.373047
	Iteration 9Q: 3 clusters Score -1539967 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1540183.125000 Penalty: 4678.373047
	Iteration 10Q: 3 clusters Score -1540183 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1540395.375000 Penalty: 4678.373047
	Iteration 11Q: 3 clusters Score -1540395 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1540586.250000 Penalty: 4678.373047
	Iteration 12Q: 3 clusters Score -1540586 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1540752.500000 Penalty: 4678.373047
	Iteration 13Q: 3 clusters Score -1540752 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1540881.625000 Penalty: 4678.373047
	Iteration 14Q: 3 clusters Score -1540882 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1540963.250000 Penalty: 4678.373047
	Iteration 15Q: 3 clusters Score -1540963 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1541019.375000 Penalty: 4678.373047
	Iteration 16Q: 3 clusters Score -1541019 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1541072.500000 Penalty: 4678.373047
	Iteration 17Q: 3 clusters Score -1541072 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1541114.125000 Penalty: 4678.373047
	Iteration 18Q: 3 clusters Score -1541114 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1541139.875000 Penalty: 4678.373047
	Iteration 19Q: 3 clusters Score -1541140 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1541171.500000 Penalty: 4678.373047
	Iteration 20F: 3 clusters Score -1541172 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1541202.750000 Penalty: 4678.373047
	Iteration 21Q: 3 clusters Score -1541203 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1541231.500000 Penalty: 4678.373047
	Iteration 22Q: 3 clusters Score -1541232 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1541252.625000 Penalty: 4678.373047
	Iteration 23Q: 3 clusters Score -1541253 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1541279.125000 Penalty: 4678.373047
	Iteration 24Q: 3 clusters Score -1541279 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1541294.250000 Penalty: 4678.373047
	Iteration 25Q: 3 clusters Score -1541294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1541308.750000 Penalty: 4678.373047
	Iteration 26Q: 3 clusters Score -1541309 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1541311.125000 Penalty: 4678.373047
	Iteration 27Q: 3 clusters Score -1541311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1541319.000000 Penalty: 4678.373047
	Iteration 28Q: 3 clusters Score -1541319 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1541327.375000 Penalty: 4678.373047
	Iteration 29Q: 3 clusters Score -1541327 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1541342.875000 Penalty: 4678.373047
	Iteration 30Q: 3 clusters Score -1541343 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1541356.875000 Penalty: 4678.373047
	Iteration 31Q: 3 clusters Score -1541357 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1541375.875000 Penalty: 4678.373047
	Iteration 32Q: 3 clusters Score -1541376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1541396.625000 Penalty: 4678.373047
	Iteration 33Q: 3 clusters Score -1541397 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1541416.250000 Penalty: 4678.373047
	Iteration 34Q: 3 clusters Score -1541416 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1541429.500000 Penalty: 4678.373047
	Iteration 35Q: 3 clusters Score -1541430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1541448.750000 Penalty: 4678.373047
	Iteration 36Q: 3 clusters Score -1541449 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1541467.875000 Penalty: 4678.373047
	Iteration 37Q: 3 clusters Score -1541468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1541484.500000 Penalty: 4678.373047
	Iteration 38Q: 3 clusters Score -1541484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1541496.125000 Penalty: 4678.373047
	Iteration 39Q: 3 clusters Score -1541496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1541512.750000 Penalty: 4678.373047
	Iteration 40F: 3 clusters Score -1541513 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1541531.625000 Penalty: 4678.373047
	Iteration 41Q: 3 clusters Score -1541532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1541545.125000 Penalty: 4678.373047
	Iteration 42Q: 3 clusters Score -1541545 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1541557.125000 Penalty: 4678.373047
	Iteration 43Q: 3 clusters Score -1541557 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1541565.875000 Penalty: 4678.373047
	Iteration 44Q: 3 clusters Score -1541566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1541579.625000 Penalty: 4678.373047
	Iteration 45Q: 3 clusters Score -1541580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1541579.125000 Penalty: 4678.373047
	Iteration 46Q: 3 clusters Score -1541579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1541589.250000 Penalty: 4678.373047
	Iteration 47Q: 3 clusters Score -1541589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1541593.750000 Penalty: 4678.373047
	Iteration 48Q: 3 clusters Score -1541594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1541602.250000 Penalty: 4678.373047
	Iteration 49Q: 3 clusters Score -1541602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1541611.500000 Penalty: 4678.373047
	Iteration 50Q: 3 clusters Score -1541612 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1541629.625000 Penalty: 4678.373047
	Iteration 51Q: 3 clusters Score -1541630 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1541647.125000 Penalty: 4678.373047
	Iteration 52Q: 3 clusters Score -1541647 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1541656.125000 Penalty: 4678.373047
	Iteration 53Q: 3 clusters Score -1541656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1541674.375000 Penalty: 4678.373047
	Iteration 54Q: 3 clusters Score -1541674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1541700.875000 Penalty: 4678.373047
	Iteration 55Q: 3 clusters Score -1541701 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1541727.125000 Penalty: 4678.373047
	Iteration 56Q: 3 clusters Score -1541727 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1541758.750000 Penalty: 4678.373047
	Iteration 57Q: 3 clusters Score -1541759 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1541814.250000 Penalty: 4678.373047
	Iteration 58Q: 3 clusters Score -1541814 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1541871.750000 Penalty: 4678.373047
	Iteration 59Q: 3 clusters Score -1541872 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1541949.500000 Penalty: 4678.373047
	Iteration 60F: 3 clusters Score -1541950 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1542044.750000 Penalty: 4678.373047
	Iteration 61Q: 3 clusters Score -1542045 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1542122.000000 Penalty: 4678.373047
	Iteration 62Q: 3 clusters Score -1542122 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1542188.375000 Penalty: 4678.373047
	Iteration 63Q: 3 clusters Score -1542188 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1542221.750000 Penalty: 4678.373047
	Iteration 64Q: 3 clusters Score -1542222 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1542254.500000 Penalty: 4678.373047
	Iteration 65Q: 3 clusters Score -1542254 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1542283.375000 Penalty: 4678.373047
	Iteration 66Q: 3 clusters Score -1542283 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1542303.625000 Penalty: 4678.373047
	Iteration 67Q: 3 clusters Score -1542304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1542320.125000 Penalty: 4678.373047
	Iteration 68Q: 3 clusters Score -1542320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1542335.875000 Penalty: 4678.373047
	Iteration 69Q: 3 clusters Score -1542336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1542344.250000 Penalty: 4678.373047
	Iteration 70Q: 3 clusters Score -1542344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1542353.125000 Penalty: 4678.373047
	Iteration 71Q: 3 clusters Score -1542353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1542363.500000 Penalty: 4678.373047
	Iteration 72Q: 3 clusters Score -1542364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1542368.875000 Penalty: 4678.373047
	Iteration 73Q: 3 clusters Score -1542369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1542371.125000 Penalty: 4678.373047
	Iteration 74Q: 3 clusters Score -1542371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1542372.500000 Penalty: 4678.373047
	Iteration 75Q: 3 clusters Score -1542372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1542371.375000 Penalty: 4678.373047
	Iteration 76Q: 3 clusters Score -1542371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1542377.500000 Penalty: 4678.373047
	Iteration 77Q: 3 clusters Score -1542378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1542378.500000 Penalty: 4678.373047
	Iteration 78Q: 3 clusters Score -1542378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1542378.625000 Penalty: 4678.373047
	Iteration 79F: 3 clusters Score -1542379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1542378.125000 Penalty: 4678.373047
	Iteration 80F: 3 clusters Score -1542378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1542377.625000 Penalty: 4678.373047
	Iteration 81Q: 3 clusters Score -1542378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1542377.625000 Penalty: 4678.373047
	Iteration 82F: 3 clusters Score -1542378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Entering Unmasked Estep 
Score: -194155.359375 Penalty: 1845.883423
	Iteration 0F: 2 clusters Score -194155.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -191744.609375 Penalty: 3691.766846
	Iteration 0F: 3 clusters Score -191744.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -192156.250000 Penalty: 3691.766846
	Iteration 1F: 3 clusters Score -192156.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -192332.187500 Penalty: 3691.766846
	Iteration 2F: 3 clusters Score -192332.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -192535.890625 Penalty: 3691.766846
	Iteration 3F: 3 clusters Score -192535.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -192743.265625 Penalty: 3691.766846
	Iteration 4F: 3 clusters Score -192743.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -192984.046875 Penalty: 3691.766846
	Iteration 5F: 3 clusters Score -192984 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -193145.921875 Penalty: 3691.766846
	Iteration 6Q: 3 clusters Score -193145.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -193256.015625 Penalty: 3691.766846
	Iteration 7Q: 3 clusters Score -193256 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -193323.187500 Penalty: 3691.766846
	Iteration 8Q: 3 clusters Score -193323.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -193368.937500 Penalty: 3691.766846
	Iteration 9Q: 3 clusters Score -193368.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -193412.140625 Penalty: 3691.766846
	Iteration 10Q: 3 clusters Score -193412.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -193460.890625 Penalty: 3691.766846
	Iteration 11Q: 3 clusters Score -193460.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -193490.343750 Penalty: 3691.766846
	Iteration 12Q: 3 clusters Score -193490.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -193532.578125 Penalty: 3691.766846
	Iteration 13Q: 3 clusters Score -193532.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -193584.328125 Penalty: 3691.766846
	Iteration 14Q: 3 clusters Score -193584.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -193662.468750 Penalty: 3691.766846
	Iteration 15Q: 3 clusters Score -193662.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -193719.515625 Penalty: 3691.766846
	Iteration 16Q: 3 clusters Score -193719.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -193749.406250 Penalty: 3691.766846
	Iteration 17Q: 3 clusters Score -193749.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -193775.015625 Penalty: 3691.766846
	Iteration 18Q: 3 clusters Score -193775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -193788.515625 Penalty: 3691.766846
	Iteration 19Q: 3 clusters Score -193788.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -193798.609375 Penalty: 3691.766846
	Iteration 20F: 3 clusters Score -193798.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -193821.453125 Penalty: 3691.766846
	Iteration 21Q: 3 clusters Score -193821.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -193850.578125 Penalty: 3691.766846
	Iteration 22Q: 3 clusters Score -193850.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -193906.593750 Penalty: 3691.766846
	Iteration 23Q: 3 clusters Score -193906.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -194013.750000 Penalty: 3691.766846
	Iteration 24Q: 3 clusters Score -194013.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -194090.015625 Penalty: 3691.766846
	Iteration 25Q: 3 clusters Score -194090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -194167.656250 Penalty: 3691.766846
	Iteration 26Q: 3 clusters Score -194167.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -194263.046875 Penalty: 3691.766846
	Iteration 27Q: 3 clusters Score -194263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -194365.250000 Penalty: 3691.766846
	Iteration 28Q: 3 clusters Score -194365.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -194469.296875 Penalty: 3691.766846
	Iteration 29Q: 3 clusters Score -194469.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -194514.250000 Penalty: 3691.766846
	Iteration 30Q: 3 clusters Score -194514.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -194535.531250 Penalty: 3691.766846
	Iteration 31Q: 3 clusters Score -194535.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -194542.468750 Penalty: 3691.766846
	Iteration 32Q: 3 clusters Score -194542.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -194549.187500 Penalty: 3691.766846
	Iteration 33Q: 3 clusters Score -194549.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -194552.812500 Penalty: 3691.766846
	Iteration 34Q: 3 clusters Score -194552.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -194553.609375 Penalty: 3691.766846
	Iteration 35Q: 3 clusters Score -194553.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -194554.890625 Penalty: 3691.766846
	Iteration 36Q: 3 clusters Score -194554.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -194555.468750 Penalty: 3691.766846
	Iteration 37Q: 3 clusters Score -194555.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -194556.921875 Penalty: 3691.766846
	Iteration 38F: 3 clusters Score -194556.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -194560.000000 Penalty: 3691.766846
	Iteration 39Q: 3 clusters Score -194560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -194561.187500 Penalty: 3691.766846
	Iteration 40F: 3 clusters Score -194561.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286464 members 
Mstep: Class 2 contains 55809 members 
Mstep: Class 3 contains 18600 members 
Mstep: Class 4 contains 277524 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 22104 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105907 members 
Mstep: Class 9 contains 31959 members 
Mstep: Class 10 contains 77318 members 
Mstep: Class 11 contains 20619 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22272 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 168874 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12484 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9139 members 
Mstep: Class 24 contains 8594 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82287 members 
Mstep: Class 27 contains 385 members 
Mstep: Class 28 contains 986 members 
Entering Unmasked Estep 
Score: -154625104.000000 Penalty: 97617.203125
Splitting cluster 18 changes total score from -154626400.000000 to -154625104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (3622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Entering Unmasked Estep 
Score: -413215.500000 Penalty: 2032.305786
	Iteration 0F: 2 clusters Score -413215.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -409563.625000 Penalty: 4064.611572
	Iteration 0F: 3 clusters Score -409563.6 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -410348.500000 Penalty: 4064.611572
	Iteration 1F: 3 clusters Score -410348.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -410534.500000 Penalty: 4064.611572
	Iteration 2F: 3 clusters Score -410534.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -410636.531250 Penalty: 4064.611572
	Iteration 3Q: 3 clusters Score -410636.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -410722.937500 Penalty: 4064.611572
	Iteration 4Q: 3 clusters Score -410722.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -410806.625000 Penalty: 4064.611572
	Iteration 5Q: 3 clusters Score -410806.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -410888.406250 Penalty: 4064.611572
	Iteration 6Q: 3 clusters Score -410888.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -410959.218750 Penalty: 4064.611572
	Iteration 7Q: 3 clusters Score -410959.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -411019.031250 Penalty: 4064.611572
	Iteration 8Q: 3 clusters Score -411019 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -411085.250000 Penalty: 4064.611572
	Iteration 9Q: 3 clusters Score -411085.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -411142.093750 Penalty: 4064.611572
	Iteration 10Q: 3 clusters Score -411142.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -411200.062500 Penalty: 4064.611572
	Iteration 11Q: 3 clusters Score -411200.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -411257.218750 Penalty: 4064.611572
	Iteration 12Q: 3 clusters Score -411257.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -411306.062500 Penalty: 4064.611572
	Iteration 13Q: 3 clusters Score -411306.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -411350.500000 Penalty: 4064.611572
	Iteration 14Q: 3 clusters Score -411350.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -411385.968750 Penalty: 4064.611572
	Iteration 15Q: 3 clusters Score -411386 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -411413.937500 Penalty: 4064.611572
	Iteration 16Q: 3 clusters Score -411413.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -411433.500000 Penalty: 4064.611572
	Iteration 17Q: 3 clusters Score -411433.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -411450.812500 Penalty: 4064.611572
	Iteration 18Q: 3 clusters Score -411450.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -411468.312500 Penalty: 4064.611572
	Iteration 19Q: 3 clusters Score -411468.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -411486.781250 Penalty: 4064.611572
	Iteration 20F: 3 clusters Score -411486.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -411505.468750 Penalty: 4064.611572
	Iteration 21Q: 3 clusters Score -411505.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -411521.875000 Penalty: 4064.611572
	Iteration 22Q: 3 clusters Score -411521.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -411531.718750 Penalty: 4064.611572
	Iteration 23Q: 3 clusters Score -411531.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -411538.781250 Penalty: 4064.611572
	Iteration 24Q: 3 clusters Score -411538.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -411545.156250 Penalty: 4064.611572
	Iteration 25Q: 3 clusters Score -411545.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -411549.312500 Penalty: 4064.611572
	Iteration 26Q: 3 clusters Score -411549.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -411552.187500 Penalty: 4064.611572
	Iteration 27Q: 3 clusters Score -411552.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -411556.656250 Penalty: 4064.611572
	Iteration 28Q: 3 clusters Score -411556.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -411565.156250 Penalty: 4064.611572
	Iteration 29Q: 3 clusters Score -411565.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -411575.968750 Penalty: 4064.611572
	Iteration 30Q: 3 clusters Score -411576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -411586.437500 Penalty: 4064.611572
	Iteration 31Q: 3 clusters Score -411586.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -411595.437500 Penalty: 4064.611572
	Iteration 32Q: 3 clusters Score -411595.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -411606.562500 Penalty: 4064.611572
	Iteration 33Q: 3 clusters Score -411606.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -411616.156250 Penalty: 4064.611572
	Iteration 34Q: 3 clusters Score -411616.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -411627.062500 Penalty: 4064.611572
	Iteration 35Q: 3 clusters Score -411627.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -411640.156250 Penalty: 4064.611572
	Iteration 36Q: 3 clusters Score -411640.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -411654.468750 Penalty: 4064.611572
	Iteration 37Q: 3 clusters Score -411654.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -411669.281250 Penalty: 4064.611572
	Iteration 38Q: 3 clusters Score -411669.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -411687.625000 Penalty: 4064.611572
	Iteration 39Q: 3 clusters Score -411687.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -411711.125000 Penalty: 4064.611572
	Iteration 40F: 3 clusters Score -411711.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -411736.625000 Penalty: 4064.611572
	Iteration 41Q: 3 clusters Score -411736.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -411762.843750 Penalty: 4064.611572
	Iteration 42Q: 3 clusters Score -411762.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -411789.000000 Penalty: 4064.611572
	Iteration 43Q: 3 clusters Score -411789 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -411810.562500 Penalty: 4064.611572
	Iteration 44Q: 3 clusters Score -411810.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -411834.437500 Penalty: 4064.611572
	Iteration 45Q: 3 clusters Score -411834.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -411873.406250 Penalty: 4064.611572
	Iteration 46Q: 3 clusters Score -411873.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -411900.687500 Penalty: 4064.611572
	Iteration 47Q: 3 clusters Score -411900.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -411923.375000 Penalty: 4064.611572
	Iteration 48Q: 3 clusters Score -411923.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -411944.812500 Penalty: 4064.611572
	Iteration 49Q: 3 clusters Score -411944.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -411962.843750 Penalty: 4064.611572
	Iteration 50Q: 3 clusters Score -411962.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -411989.187500 Penalty: 4064.611572
	Iteration 51Q: 3 clusters Score -411989.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -412008.500000 Penalty: 4064.611572
	Iteration 52Q: 3 clusters Score -412008.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -412026.531250 Penalty: 4064.611572
	Iteration 53Q: 3 clusters Score -412026.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -412036.937500 Penalty: 4064.611572
	Iteration 54Q: 3 clusters Score -412036.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -412044.500000 Penalty: 4064.611572
	Iteration 55Q: 3 clusters Score -412044.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -412049.593750 Penalty: 4064.611572
	Iteration 56Q: 3 clusters Score -412049.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -412053.062500 Penalty: 4064.611572
	Iteration 57Q: 3 clusters Score -412053.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -412054.937500 Penalty: 4064.611572
	Iteration 58Q: 3 clusters Score -412054.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -412056.750000 Penalty: 4064.611572
	Iteration 59Q: 3 clusters Score -412056.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -412057.906250 Penalty: 4064.611572
	Iteration 60F: 3 clusters Score -412057.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -412060.343750 Penalty: 4064.611572
	Iteration 61Q: 3 clusters Score -412060.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -412060.500000 Penalty: 4064.611572
	Iteration 62Q: 3 clusters Score -412060.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -412060.250000 Penalty: 4064.611572
	Iteration 63Q: 3 clusters Score -412060.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -412061.281250 Penalty: 4064.611572
	Iteration 64Q: 3 clusters Score -412061.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -412062.343750 Penalty: 4064.611572
	Iteration 65Q: 3 clusters Score -412062.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -412062.718750 Penalty: 4064.611572
	Iteration 66Q: 3 clusters Score -412062.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -412062.687500 Penalty: 4064.611572
	Iteration 67Q: 3 clusters Score -412062.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -412064.343750 Penalty: 4064.611572
	Iteration 68Q: 3 clusters Score -412064.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -412064.250000 Penalty: 4064.611572
	Iteration 69Q: 3 clusters Score -412064.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -412065.750000 Penalty: 4064.611572
	Iteration 70Q: 3 clusters Score -412065.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -412067.937500 Penalty: 4064.611572
	Iteration 71Q: 3 clusters Score -412067.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -412068.500000 Penalty: 4064.611572
	Iteration 72Q: 3 clusters Score -412068.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -412068.500000 Penalty: 4064.611572
	Iteration 73F: 3 clusters Score -412068.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Entering Unmasked Estep 
Score: -1712514.750000 Penalty: 2374.061523
	Iteration 0F: 2 clusters Score -1712515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1702134.625000 Penalty: 4748.123047
	Iteration 0F: 3 clusters Score -1702135 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1705489.000000 Penalty: 4748.123047
	Iteration 1F: 3 clusters Score -1705489 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1706007.750000 Penalty: 4748.123047
	Iteration 2F: 3 clusters Score -1706008 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1706584.000000 Penalty: 4748.123047
	Iteration 3F: 3 clusters Score -1706584 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1707208.125000 Penalty: 4748.123047
	Iteration 4F: 3 clusters Score -1707208 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1707805.500000 Penalty: 4748.123047
	Iteration 5F: 3 clusters Score -1707806 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1708381.125000 Penalty: 4748.123047
	Iteration 6F: 3 clusters Score -1708381 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1708882.750000 Penalty: 4748.123047
	Iteration 7F: 3 clusters Score -1708883 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1709350.625000 Penalty: 4748.123047
	Iteration 8Q: 3 clusters Score -1709351 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1709762.000000 Penalty: 4748.123047
	Iteration 9Q: 3 clusters Score -1709762 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1710027.375000 Penalty: 4748.123047
	Iteration 10Q: 3 clusters Score -1710027 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1710245.500000 Penalty: 4748.123047
	Iteration 11Q: 3 clusters Score -1710246 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1710401.250000 Penalty: 4748.123047
	Iteration 12Q: 3 clusters Score -1710401 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1710506.625000 Penalty: 4748.123047
	Iteration 13Q: 3 clusters Score -1710507 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1710579.375000 Penalty: 4748.123047
	Iteration 14Q: 3 clusters Score -1710579 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1710643.250000 Penalty: 4748.123047
	Iteration 15Q: 3 clusters Score -1710643 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1710684.375000 Penalty: 4748.123047
	Iteration 16Q: 3 clusters Score -1710684 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1710721.750000 Penalty: 4748.123047
	Iteration 17Q: 3 clusters Score -1710722 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1710747.500000 Penalty: 4748.123047
	Iteration 18Q: 3 clusters Score -1710748 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1710767.750000 Penalty: 4748.123047
	Iteration 19Q: 3 clusters Score -1710768 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1710790.000000 Penalty: 4748.123047
	Iteration 20F: 3 clusters Score -1710790 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1710807.500000 Penalty: 4748.123047
	Iteration 21Q: 3 clusters Score -1710808 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1710827.125000 Penalty: 4748.123047
	Iteration 22Q: 3 clusters Score -1710827 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1710845.875000 Penalty: 4748.123047
	Iteration 23Q: 3 clusters Score -1710846 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1710862.000000 Penalty: 4748.123047
	Iteration 24Q: 3 clusters Score -1710862 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1710873.250000 Penalty: 4748.123047
	Iteration 25Q: 3 clusters Score -1710873 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1710881.125000 Penalty: 4748.123047
	Iteration 26Q: 3 clusters Score -1710881 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1710889.500000 Penalty: 4748.123047
	Iteration 27Q: 3 clusters Score -1710890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1710894.750000 Penalty: 4748.123047
	Iteration 28Q: 3 clusters Score -1710895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1710897.125000 Penalty: 4748.123047
	Iteration 29Q: 3 clusters Score -1710897 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1710901.500000 Penalty: 4748.123047
	Iteration 30Q: 3 clusters Score -1710902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1710908.125000 Penalty: 4748.123047
	Iteration 31Q: 3 clusters Score -1710908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1710918.125000 Penalty: 4748.123047
	Iteration 32Q: 3 clusters Score -1710918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1710924.500000 Penalty: 4748.123047
	Iteration 33Q: 3 clusters Score -1710924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1710931.125000 Penalty: 4748.123047
	Iteration 34Q: 3 clusters Score -1710931 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1710941.125000 Penalty: 4748.123047
	Iteration 35Q: 3 clusters Score -1710941 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1710943.125000 Penalty: 4748.123047
	Iteration 36Q: 3 clusters Score -1710943 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1710951.250000 Penalty: 4748.123047
	Iteration 37Q: 3 clusters Score -1710951 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1710962.375000 Penalty: 4748.123047
	Iteration 38Q: 3 clusters Score -1710962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1710966.875000 Penalty: 4748.123047
	Iteration 39Q: 3 clusters Score -1710967 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1710977.250000 Penalty: 4748.123047
	Iteration 40F: 3 clusters Score -1710977 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1710982.250000 Penalty: 4748.123047
	Iteration 41Q: 3 clusters Score -1710982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1710985.625000 Penalty: 4748.123047
	Iteration 42Q: 3 clusters Score -1710986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1710986.125000 Penalty: 4748.123047
	Iteration 43Q: 3 clusters Score -1710986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1710993.500000 Penalty: 4748.123047
	Iteration 44Q: 3 clusters Score -1710994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1711005.000000 Penalty: 4748.123047
	Iteration 45Q: 3 clusters Score -1711005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1711009.375000 Penalty: 4748.123047
	Iteration 46Q: 3 clusters Score -1711009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1711016.750000 Penalty: 4748.123047
	Iteration 47Q: 3 clusters Score -1711017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1711022.375000 Penalty: 4748.123047
	Iteration 48Q: 3 clusters Score -1711022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1711023.875000 Penalty: 4748.123047
	Iteration 49Q: 3 clusters Score -1711024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1711029.500000 Penalty: 4748.123047
	Iteration 50Q: 3 clusters Score -1711030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1711027.125000 Penalty: 4748.123047
	Iteration 51Q: 3 clusters Score -1711027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1711025.500000 Penalty: 4748.123047
	Iteration 52Q: 3 clusters Score -1711026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1711027.250000 Penalty: 4748.123047
	Iteration 53Q: 3 clusters Score -1711027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1711031.125000 Penalty: 4748.123047
	Iteration 54Q: 3 clusters Score -1711031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1711036.750000 Penalty: 4748.123047
	Iteration 55Q: 3 clusters Score -1711037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1711038.625000 Penalty: 4748.123047
	Iteration 56Q: 3 clusters Score -1711039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1711041.750000 Penalty: 4748.123047
	Iteration 57Q: 3 clusters Score -1711042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1711039.375000 Penalty: 4748.123047
	Iteration 58Q: 3 clusters Score -1711039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1711041.000000 Penalty: 4748.123047
	Iteration 59Q: 3 clusters Score -1711041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1711035.375000 Penalty: 4748.123047
	Iteration 60F: 3 clusters Score -1711035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1711038.750000 Penalty: 4748.123047
	Iteration 61Q: 3 clusters Score -1711039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1711040.375000 Penalty: 4748.123047
	Iteration 62Q: 3 clusters Score -1711040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1711040.500000 Penalty: 4748.123047
	Iteration 63Q: 3 clusters Score -1711040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1711037.750000 Penalty: 4748.123047
	Iteration 64Q: 3 clusters Score -1711038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1711037.750000 Penalty: 4748.123047
	Iteration 65F: 3 clusters Score -1711038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -28581.498047 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -28581.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27321.115234 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -27321.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27460.687500 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -27460.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27502.000000 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -27502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27513.974609 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -27513.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27517.169922 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -27517.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27519.683594 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -27519.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27519.683594 Penalty: 2778.651123
	Iteration 6F: 3 clusters Score -27519.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Entering Unmasked Estep 
Score: -477016.312500 Penalty: 2052.040527
	Iteration 0F: 2 clusters Score -477016.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -473188.875000 Penalty: 4104.081055
	Iteration 0F: 3 clusters Score -473188.9 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -474072.906250 Penalty: 4104.081055
	Iteration 1F: 3 clusters Score -474072.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -474262.062500 Penalty: 4104.081055
	Iteration 2F: 3 clusters Score -474262.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -474391.781250 Penalty: 4104.081055
	Iteration 3Q: 3 clusters Score -474391.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -474480.968750 Penalty: 4104.081055
	Iteration 4Q: 3 clusters Score -474481 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -474543.093750 Penalty: 4104.081055
	Iteration 5Q: 3 clusters Score -474543.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -474591.437500 Penalty: 4104.081055
	Iteration 6Q: 3 clusters Score -474591.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -474637.531250 Penalty: 4104.081055
	Iteration 7Q: 3 clusters Score -474637.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -474685.656250 Penalty: 4104.081055
	Iteration 8Q: 3 clusters Score -474685.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -474739.531250 Penalty: 4104.081055
	Iteration 9Q: 3 clusters Score -474739.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -474798.218750 Penalty: 4104.081055
	Iteration 10Q: 3 clusters Score -474798.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -474857.156250 Penalty: 4104.081055
	Iteration 11Q: 3 clusters Score -474857.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -474915.500000 Penalty: 4104.081055
	Iteration 12Q: 3 clusters Score -474915.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -474964.218750 Penalty: 4104.081055
	Iteration 13Q: 3 clusters Score -474964.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -475022.500000 Penalty: 4104.081055
	Iteration 14Q: 3 clusters Score -475022.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -475078.968750 Penalty: 4104.081055
	Iteration 15Q: 3 clusters Score -475079 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -475121.343750 Penalty: 4104.081055
	Iteration 16Q: 3 clusters Score -475121.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -475164.875000 Penalty: 4104.081055
	Iteration 17Q: 3 clusters Score -475164.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -475201.000000 Penalty: 4104.081055
	Iteration 18Q: 3 clusters Score -475201 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -475247.562500 Penalty: 4104.081055
	Iteration 19Q: 3 clusters Score -475247.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -475288.750000 Penalty: 4104.081055
	Iteration 20F: 3 clusters Score -475288.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -475323.968750 Penalty: 4104.081055
	Iteration 21Q: 3 clusters Score -475324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -475353.125000 Penalty: 4104.081055
	Iteration 22Q: 3 clusters Score -475353.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -475369.781250 Penalty: 4104.081055
	Iteration 23Q: 3 clusters Score -475369.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -475381.156250 Penalty: 4104.081055
	Iteration 24Q: 3 clusters Score -475381.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -475391.125000 Penalty: 4104.081055
	Iteration 25Q: 3 clusters Score -475391.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -475402.906250 Penalty: 4104.081055
	Iteration 26Q: 3 clusters Score -475402.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -475413.906250 Penalty: 4104.081055
	Iteration 27Q: 3 clusters Score -475413.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -475423.125000 Penalty: 4104.081055
	Iteration 28Q: 3 clusters Score -475423.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -475429.781250 Penalty: 4104.081055
	Iteration 29Q: 3 clusters Score -475429.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -475436.031250 Penalty: 4104.081055
	Iteration 30Q: 3 clusters Score -475436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -475439.093750 Penalty: 4104.081055
	Iteration 31Q: 3 clusters Score -475439.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -475442.437500 Penalty: 4104.081055
	Iteration 32Q: 3 clusters Score -475442.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -475448.031250 Penalty: 4104.081055
	Iteration 33Q: 3 clusters Score -475448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -475451.937500 Penalty: 4104.081055
	Iteration 34Q: 3 clusters Score -475451.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -475453.437500 Penalty: 4104.081055
	Iteration 35Q: 3 clusters Score -475453.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -475454.750000 Penalty: 4104.081055
	Iteration 36Q: 3 clusters Score -475454.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -475454.750000 Penalty: 4104.081055
	Iteration 37F: 3 clusters Score -475454.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Entering Unmasked Estep 
Score: -1138503.625000 Penalty: 2261.835938
	Iteration 0F: 2 clusters Score -1138504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1131398.375000 Penalty: 4523.671875
	Iteration 0F: 3 clusters Score -1131398 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1133338.250000 Penalty: 4523.671875
	Iteration 1F: 3 clusters Score -1133338 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1133647.125000 Penalty: 4523.671875
	Iteration 2F: 3 clusters Score -1133647 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1133846.750000 Penalty: 4523.671875
	Iteration 3F: 3 clusters Score -1133847 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1133997.875000 Penalty: 4523.671875
	Iteration 4Q: 3 clusters Score -1133998 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1134109.125000 Penalty: 4523.671875
	Iteration 5Q: 3 clusters Score -1134109 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1134199.000000 Penalty: 4523.671875
	Iteration 6Q: 3 clusters Score -1134199 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1134277.875000 Penalty: 4523.671875
	Iteration 7Q: 3 clusters Score -1134278 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1134351.750000 Penalty: 4523.671875
	Iteration 8Q: 3 clusters Score -1134352 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1134425.125000 Penalty: 4523.671875
	Iteration 9Q: 3 clusters Score -1134425 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1134507.625000 Penalty: 4523.671875
	Iteration 10Q: 3 clusters Score -1134508 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1134595.875000 Penalty: 4523.671875
	Iteration 11Q: 3 clusters Score -1134596 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1134694.250000 Penalty: 4523.671875
	Iteration 12Q: 3 clusters Score -1134694 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1134805.000000 Penalty: 4523.671875
	Iteration 13Q: 3 clusters Score -1134805 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1134926.750000 Penalty: 4523.671875
	Iteration 14Q: 3 clusters Score -1134927 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1135060.375000 Penalty: 4523.671875
	Iteration 15Q: 3 clusters Score -1135060 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1135205.750000 Penalty: 4523.671875
	Iteration 16Q: 3 clusters Score -1135206 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1135361.375000 Penalty: 4523.671875
	Iteration 17Q: 3 clusters Score -1135361 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1135525.000000 Penalty: 4523.671875
	Iteration 18Q: 3 clusters Score -1135525 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1135708.000000 Penalty: 4523.671875
	Iteration 19Q: 3 clusters Score -1135708 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1135879.250000 Penalty: 4523.671875
	Iteration 20F: 3 clusters Score -1135879 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1136001.125000 Penalty: 4523.671875
	Iteration 21Q: 3 clusters Score -1136001 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1136063.875000 Penalty: 4523.671875
	Iteration 22Q: 3 clusters Score -1136064 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1136104.375000 Penalty: 4523.671875
	Iteration 23Q: 3 clusters Score -1136104 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1136124.375000 Penalty: 4523.671875
	Iteration 24Q: 3 clusters Score -1136124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1136135.625000 Penalty: 4523.671875
	Iteration 25Q: 3 clusters Score -1136136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1136142.875000 Penalty: 4523.671875
	Iteration 26Q: 3 clusters Score -1136143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1136147.875000 Penalty: 4523.671875
	Iteration 27Q: 3 clusters Score -1136148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1136151.750000 Penalty: 4523.671875
	Iteration 28Q: 3 clusters Score -1136152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1136156.500000 Penalty: 4523.671875
	Iteration 29Q: 3 clusters Score -1136156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1136164.000000 Penalty: 4523.671875
	Iteration 30Q: 3 clusters Score -1136164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1136165.000000 Penalty: 4523.671875
	Iteration 31Q: 3 clusters Score -1136165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1136165.500000 Penalty: 4523.671875
	Iteration 32Q: 3 clusters Score -1136166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1136167.625000 Penalty: 4523.671875
	Iteration 33Q: 3 clusters Score -1136168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1136167.500000 Penalty: 4523.671875
	Iteration 34Q: 3 clusters Score -1136168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1136172.125000 Penalty: 4523.671875
	Iteration 35Q: 3 clusters Score -1136172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1136174.875000 Penalty: 4523.671875
	Iteration 36Q: 3 clusters Score -1136175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1136177.375000 Penalty: 4523.671875
	Iteration 37Q: 3 clusters Score -1136177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1136179.750000 Penalty: 4523.671875
	Iteration 38Q: 3 clusters Score -1136180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1136181.250000 Penalty: 4523.671875
	Iteration 39Q: 3 clusters Score -1136181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1136182.625000 Penalty: 4523.671875
	Iteration 40F: 3 clusters Score -1136183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Entering Unmasked Estep 
Score: -1012934.187500 Penalty: 2246.587402
	Iteration 0F: 2 clusters Score -1012934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1006169.812500 Penalty: 4493.174805
	Iteration 0F: 3 clusters Score -1006170 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1008242.687500 Penalty: 4493.174805
	Iteration 1F: 3 clusters Score -1008243 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1008824.500000 Penalty: 4493.174805
	Iteration 2F: 3 clusters Score -1008824 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1009346.500000 Penalty: 4493.174805
	Iteration 3F: 3 clusters Score -1009346 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1009789.250000 Penalty: 4493.174805
	Iteration 4F: 3 clusters Score -1009789 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1010216.500000 Penalty: 4493.174805
	Iteration 5F: 3 clusters Score -1010216 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1010583.500000 Penalty: 4493.174805
	Iteration 6F: 3 clusters Score -1010584 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1010864.375000 Penalty: 4493.174805
	Iteration 7F: 3 clusters Score -1010864 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1011072.500000 Penalty: 4493.174805
	Iteration 8Q: 3 clusters Score -1011072 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1011239.500000 Penalty: 4493.174805
	Iteration 9Q: 3 clusters Score -1011240 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1011371.750000 Penalty: 4493.174805
	Iteration 10Q: 3 clusters Score -1011372 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1011471.437500 Penalty: 4493.174805
	Iteration 11Q: 3 clusters Score -1011471 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1011541.750000 Penalty: 4493.174805
	Iteration 12Q: 3 clusters Score -1011542 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1011596.437500 Penalty: 4493.174805
	Iteration 13Q: 3 clusters Score -1011596 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1011644.625000 Penalty: 4493.174805
	Iteration 14Q: 3 clusters Score -1011645 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1011684.312500 Penalty: 4493.174805
	Iteration 15Q: 3 clusters Score -1011684 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1011710.500000 Penalty: 4493.174805
	Iteration 16Q: 3 clusters Score -1011710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1011735.375000 Penalty: 4493.174805
	Iteration 17Q: 3 clusters Score -1011735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1011746.500000 Penalty: 4493.174805
	Iteration 18Q: 3 clusters Score -1011746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1011770.937500 Penalty: 4493.174805
	Iteration 19Q: 3 clusters Score -1011771 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1011789.937500 Penalty: 4493.174805
	Iteration 20F: 3 clusters Score -1011790 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1011816.750000 Penalty: 4493.174805
	Iteration 21Q: 3 clusters Score -1011817 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1011839.750000 Penalty: 4493.174805
	Iteration 22Q: 3 clusters Score -1011840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1011860.562500 Penalty: 4493.174805
	Iteration 23Q: 3 clusters Score -1011861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1011878.000000 Penalty: 4493.174805
	Iteration 24Q: 3 clusters Score -1011878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1011890.875000 Penalty: 4493.174805
	Iteration 25Q: 3 clusters Score -1011891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1011896.312500 Penalty: 4493.174805
	Iteration 26Q: 3 clusters Score -1011896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1011903.375000 Penalty: 4493.174805
	Iteration 27Q: 3 clusters Score -1011903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1011906.625000 Penalty: 4493.174805
	Iteration 28Q: 3 clusters Score -1011907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1011910.687500 Penalty: 4493.174805
	Iteration 29Q: 3 clusters Score -1011911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1011915.937500 Penalty: 4493.174805
	Iteration 30Q: 3 clusters Score -1011916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1011919.000000 Penalty: 4493.174805
	Iteration 31Q: 3 clusters Score -1011919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1011918.625000 Penalty: 4493.174805
	Iteration 32Q: 3 clusters Score -1011919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1011922.812500 Penalty: 4493.174805
	Iteration 33Q: 3 clusters Score -1011923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1011922.375000 Penalty: 4493.174805
	Iteration 34Q: 3 clusters Score -1011922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1011923.125000 Penalty: 4493.174805
	Iteration 35Q: 3 clusters Score -1011923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1011923.437500 Penalty: 4493.174805
	Iteration 36Q: 3 clusters Score -1011923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1011932.375000 Penalty: 4493.174805
	Iteration 37Q: 3 clusters Score -1011932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1011936.562500 Penalty: 4493.174805
	Iteration 38Q: 3 clusters Score -1011937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1011939.312500 Penalty: 4493.174805
	Iteration 39Q: 3 clusters Score -1011939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1011942.875000 Penalty: 4493.174805
	Iteration 40F: 3 clusters Score -1011943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1011946.312500 Penalty: 4493.174805
	Iteration 41Q: 3 clusters Score -1011946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1011948.562500 Penalty: 4493.174805
	Iteration 42Q: 3 clusters Score -1011949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1011948.375000 Penalty: 4493.174805
	Iteration 43Q: 3 clusters Score -1011948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1011948.375000 Penalty: 4493.174805
	Iteration 44Q: 3 clusters Score -1011948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1011947.000000 Penalty: 4493.174805
	Iteration 45Q: 3 clusters Score -1011947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1011949.625000 Penalty: 4493.174805
	Iteration 46Q: 3 clusters Score -1011950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1011949.625000 Penalty: 4493.174805
	Iteration 47Q: 3 clusters Score -1011950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1011950.375000 Penalty: 4493.174805
	Iteration 48Q: 3 clusters Score -1011950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1011952.250000 Penalty: 4493.174805
	Iteration 49Q: 3 clusters Score -1011952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1011956.375000 Penalty: 4493.174805
	Iteration 50Q: 3 clusters Score -1011956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1011956.875000 Penalty: 4493.174805
	Iteration 51Q: 3 clusters Score -1011957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1011956.875000 Penalty: 4493.174805
	Iteration 52F: 3 clusters Score -1011957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -88490.750000 Penalty: 1662.998413
	Iteration 0F: 2 clusters Score -88490.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -86726.515625 Penalty: 3325.996826
	Iteration 0F: 3 clusters Score -86726.52 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -87251.132812 Penalty: 3325.996826
	Iteration 1F: 3 clusters Score -87251.13 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -87702.476562 Penalty: 3325.996826
	Iteration 2F: 3 clusters Score -87702.48 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -88011.562500 Penalty: 3325.996826
	Iteration 3F: 3 clusters Score -88011.56 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -88284.289062 Penalty: 3325.996826
	Iteration 4F: 3 clusters Score -88284.29 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -88512.500000 Penalty: 3325.996826
	Iteration 5F: 3 clusters Score -88512.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -88602.250000 Penalty: 3325.996826
	Iteration 6Q: 3 clusters Score -88602.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -88684.984375 Penalty: 3325.996826
	Iteration 7Q: 3 clusters Score -88684.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -88783.070312 Penalty: 3325.996826
	Iteration 8Q: 3 clusters Score -88783.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -88913.882812 Penalty: 3325.996826
	Iteration 9Q: 3 clusters Score -88913.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -88942.445312 Penalty: 3325.996826
	Iteration 10Q: 3 clusters Score -88942.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -88949.031250 Penalty: 3325.996826
	Iteration 11Q: 3 clusters Score -88949.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -88952.523438 Penalty: 3325.996826
	Iteration 12Q: 3 clusters Score -88952.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -88952.523438 Penalty: 3325.996826
	Iteration 13F: 3 clusters Score -88952.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286464 members 
Mstep: Class 2 contains 55809 members 
Mstep: Class 3 contains 18600 members 
Mstep: Class 4 contains 277524 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 22104 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105907 members 
Mstep: Class 9 contains 31959 members 
Mstep: Class 10 contains 77318 members 
Mstep: Class 11 contains 20619 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22272 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 168874 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12484 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9139 members 
Mstep: Class 24 contains 8594 members 
Mstep: Class 25 contains 314 members 
Mstep: Class 26 contains 82287 members 
Mstep: Class 27 contains 385 members 
Mstep: Class 28 contains 503 members 
Entering Unmasked Estep 
Score: -154625008.000000 Penalty: 97617.203125
Splitting cluster 25 changes total score from -154626400.000000 to -154625008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (82287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82287 members 
Entering Unmasked Estep 
Score: -10384684.000000 Penalty: 2806.856201
	Iteration 0F: 2 clusters Score -1.038468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -10329509.000000 Penalty: 5613.712402
	Iteration 0F: 3 clusters Score -1.032951e+07 nChanged 38674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -10351530.000000 Penalty: 5613.712402
	Iteration 1F: 3 clusters Score -1.035153e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -10352204.000000 Penalty: 5613.712402
	Iteration 2Q: 3 clusters Score -1.03522e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -10353093.000000 Penalty: 5613.712402
	Iteration 3Q: 3 clusters Score -1.035309e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -10354145.000000 Penalty: 5613.712402
	Iteration 4Q: 3 clusters Score -1.035414e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -10355602.000000 Penalty: 5613.712402
	Iteration 5Q: 3 clusters Score -1.03556e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -10357771.000000 Penalty: 5613.712402
	Iteration 6F: 3 clusters Score -1.035777e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 54860 members 
Entering Unmasked Estep 
Score: -10361211.000000 Penalty: 5613.712402
	Iteration 7F: 3 clusters Score -1.036121e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
Score: -10365782.000000 Penalty: 5613.712402
	Iteration 8F: 3 clusters Score -1.036578e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 64672 members 
Entering Unmasked Estep 
Score: -10371092.000000 Penalty: 5613.712402
	Iteration 9F: 3 clusters Score -1.037109e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 68549 members 
Entering Unmasked Estep 
Score: -10375245.000000 Penalty: 5613.712402
	Iteration 10F: 3 clusters Score -1.037524e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 71070 members 
Entering Unmasked Estep 
Score: -10377770.000000 Penalty: 5613.712402
	Iteration 11Q: 3 clusters Score -1.037777e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 72760 members 
Entering Unmasked Estep 
Score: -10379283.000000 Penalty: 5613.712402
	Iteration 12Q: 3 clusters Score -1.037928e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 73977 members 
Entering Unmasked Estep 
Score: -10380264.000000 Penalty: 5613.712402
	Iteration 13Q: 3 clusters Score -1.038026e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 74918 members 
Entering Unmasked Estep 
Score: -10380878.000000 Penalty: 5613.712402
	Iteration 14Q: 3 clusters Score -1.038088e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 75690 members 
Entering Unmasked Estep 
Score: -10381241.000000 Penalty: 5613.712402
	Iteration 15Q: 3 clusters Score -1.038124e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 76309 members 
Entering Unmasked Estep 
Score: -10381527.000000 Penalty: 5613.712402
	Iteration 16Q: 3 clusters Score -1.038153e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 76823 members 
Entering Unmasked Estep 
Score: -10381734.000000 Penalty: 5613.712402
	Iteration 17Q: 3 clusters Score -1.038173e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 77263 members 
Entering Unmasked Estep 
Score: -10381929.000000 Penalty: 5613.712402
	Iteration 18Q: 3 clusters Score -1.038193e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 77664 members 
Entering Unmasked Estep 
Score: -10382055.000000 Penalty: 5613.712402
	Iteration 19Q: 3 clusters Score -1.038206e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 77982 members 
Entering Unmasked Estep 
Score: -10382128.000000 Penalty: 5613.712402
	Iteration 20F: 3 clusters Score -1.038213e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 78245 members 
Entering Unmasked Estep 
Score: -10382205.000000 Penalty: 5613.712402
	Iteration 21Q: 3 clusters Score -1.03822e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 78455 members 
Entering Unmasked Estep 
Score: -10382253.000000 Penalty: 5613.712402
	Iteration 22Q: 3 clusters Score -1.038225e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 78649 members 
Entering Unmasked Estep 
Score: -10382302.000000 Penalty: 5613.712402
	Iteration 23Q: 3 clusters Score -1.03823e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 78810 members 
Entering Unmasked Estep 
Score: -10382369.000000 Penalty: 5613.712402
	Iteration 24Q: 3 clusters Score -1.038237e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 78950 members 
Entering Unmasked Estep 
Score: -10382397.000000 Penalty: 5613.712402
	Iteration 25Q: 3 clusters Score -1.03824e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 79060 members 
Entering Unmasked Estep 
Score: -10382413.000000 Penalty: 5613.712402
	Iteration 26Q: 3 clusters Score -1.038241e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 79162 members 
Entering Unmasked Estep 
Score: -10382443.000000 Penalty: 5613.712402
	Iteration 27Q: 3 clusters Score -1.038244e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 79257 members 
Entering Unmasked Estep 
Score: -10382446.000000 Penalty: 5613.712402
	Iteration 28Q: 3 clusters Score -1.038245e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 79342 members 
Entering Unmasked Estep 
Score: -10382479.000000 Penalty: 5613.712402
	Iteration 29Q: 3 clusters Score -1.038248e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 79401 members 
Entering Unmasked Estep 
Score: -10382475.000000 Penalty: 5613.712402
	Iteration 30Q: 3 clusters Score -1.038248e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 79452 members 
Entering Unmasked Estep 
Score: -10382494.000000 Penalty: 5613.712402
	Iteration 31Q: 3 clusters Score -1.038249e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 79510 members 
Entering Unmasked Estep 
Score: -10382504.000000 Penalty: 5613.712402
	Iteration 32Q: 3 clusters Score -1.03825e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 79566 members 
Entering Unmasked Estep 
Score: -10382531.000000 Penalty: 5613.712402
	Iteration 33Q: 3 clusters Score -1.038253e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 79619 members 
Entering Unmasked Estep 
Score: -10382550.000000 Penalty: 5613.712402
	Iteration 34Q: 3 clusters Score -1.038255e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 79668 members 
Entering Unmasked Estep 
Score: -10382545.000000 Penalty: 5613.712402
	Iteration 35Q: 3 clusters Score -1.038254e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 79712 members 
Entering Unmasked Estep 
Score: -10382550.000000 Penalty: 5613.712402
	Iteration 36Q: 3 clusters Score -1.038255e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 79744 members 
Entering Unmasked Estep 
Score: -10382572.000000 Penalty: 5613.712402
	Iteration 37Q: 3 clusters Score -1.038257e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 79765 members 
Entering Unmasked Estep 
Score: -10382557.000000 Penalty: 5613.712402
	Iteration 38Q: 3 clusters Score -1.038256e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 79795 members 
Entering Unmasked Estep 
Score: -10382572.000000 Penalty: 5613.712402
	Iteration 39Q: 3 clusters Score -1.038257e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 79828 members 
Entering Unmasked Estep 
Score: -10382564.000000 Penalty: 5613.712402
	Iteration 40F: 3 clusters Score -1.038256e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 79859 members 
Entering Unmasked Estep 
Score: -10382572.000000 Penalty: 5613.712402
	Iteration 41Q: 3 clusters Score -1.038257e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 79883 members 
Entering Unmasked Estep 
Score: -10382578.000000 Penalty: 5613.712402
	Iteration 42Q: 3 clusters Score -1.038258e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 79907 members 
Entering Unmasked Estep 
Score: -10382581.000000 Penalty: 5613.712402
	Iteration 43Q: 3 clusters Score -1.038258e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 79939 members 
Entering Unmasked Estep 
Score: -10382595.000000 Penalty: 5613.712402
	Iteration 44Q: 3 clusters Score -1.03826e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 79971 members 
Entering Unmasked Estep 
Score: -10382607.000000 Penalty: 5613.712402
	Iteration 45Q: 3 clusters Score -1.038261e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 79997 members 
Entering Unmasked Estep 
Score: -10382603.000000 Penalty: 5613.712402
	Iteration 46Q: 3 clusters Score -1.03826e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 80018 members 
Entering Unmasked Estep 
Score: -10382604.000000 Penalty: 5613.712402
	Iteration 47Q: 3 clusters Score -1.03826e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 80044 members 
Entering Unmasked Estep 
Score: -10382626.000000 Penalty: 5613.712402
	Iteration 48Q: 3 clusters Score -1.038263e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 80060 members 
Entering Unmasked Estep 
Score: -10382620.000000 Penalty: 5613.712402
	Iteration 49Q: 3 clusters Score -1.038262e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 80076 members 
Entering Unmasked Estep 
Score: -10382622.000000 Penalty: 5613.712402
	Iteration 50Q: 3 clusters Score -1.038262e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 80091 members 
Entering Unmasked Estep 
Score: -10382630.000000 Penalty: 5613.712402
	Iteration 51Q: 3 clusters Score -1.038263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 80096 members 
Entering Unmasked Estep 
Score: -10382631.000000 Penalty: 5613.712402
	Iteration 52Q: 3 clusters Score -1.038263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 80103 members 
Entering Unmasked Estep 
Score: -10382640.000000 Penalty: 5613.712402
	Iteration 53Q: 3 clusters Score -1.038264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 80110 members 
Entering Unmasked Estep 
Score: -10382641.000000 Penalty: 5613.712402
	Iteration 54Q: 3 clusters Score -1.038264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 80116 members 
Entering Unmasked Estep 
Score: -10382644.000000 Penalty: 5613.712402
	Iteration 55Q: 3 clusters Score -1.038264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 80122 members 
Entering Unmasked Estep 
Score: -10382644.000000 Penalty: 5613.712402
	Iteration 56Q: 3 clusters Score -1.038264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 80127 members 
Entering Unmasked Estep 
Score: -10382649.000000 Penalty: 5613.712402
	Iteration 57Q: 3 clusters Score -1.038265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 80130 members 
Entering Unmasked Estep 
Score: -10382647.000000 Penalty: 5613.712402
	Iteration 58Q: 3 clusters Score -1.038265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 80131 members 
Entering Unmasked Estep 
Score: -10382651.000000 Penalty: 5613.712402
	Iteration 59Q: 3 clusters Score -1.038265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 80132 members 
Entering Unmasked Estep 
Score: -10382652.000000 Penalty: 5613.712402
	Iteration 60F: 3 clusters Score -1.038265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 80134 members 
Entering Unmasked Estep 
Score: -10382651.000000 Penalty: 5613.712402
	Iteration 61Q: 3 clusters Score -1.038265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 80139 members 
Entering Unmasked Estep 
Score: -10382658.000000 Penalty: 5613.712402
	Iteration 62Q: 3 clusters Score -1.038266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 80144 members 
Entering Unmasked Estep 
Score: -10382650.000000 Penalty: 5613.712402
	Iteration 63Q: 3 clusters Score -1.038265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 80147 members 
Entering Unmasked Estep 
Score: -10382647.000000 Penalty: 5613.712402
	Iteration 64Q: 3 clusters Score -1.038265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 80148 members 
Entering Unmasked Estep 
Score: -10382647.000000 Penalty: 5613.712402
	Iteration 65Q: 3 clusters Score -1.038265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 80150 members 
Entering Unmasked Estep 
Score: -10382642.000000 Penalty: 5613.712402
	Iteration 66Q: 3 clusters Score -1.038264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 80151 members 
Entering Unmasked Estep 
Score: -10382649.000000 Penalty: 5613.712402
	Iteration 67Q: 3 clusters Score -1.038265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 80151 members 
Entering Unmasked Estep 
Score: -10382649.000000 Penalty: 5613.712402
	Iteration 68F: 3 clusters Score -1.038265e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -38474.781250 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -38474.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37152.007812 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -37152.01 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37350.066406 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -37350.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37511.714844 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -37511.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37649.046875 Penalty: 2952.808594
	Iteration 3F: 3 clusters Score -37649.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -37740.167969 Penalty: 2952.808594
	Iteration 4F: 3 clusters Score -37740.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37783.308594 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -37783.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -37804.289062 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -37804.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -37808.890625 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -37808.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -37820.226562 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -37820.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -37825.433594 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -37825.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37829.042969 Penalty: 2952.808594
	Iteration 10Q: 3 clusters Score -37829.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37837.277344 Penalty: 2952.808594
	Iteration 11Q: 3 clusters Score -37837.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -37883.742188 Penalty: 2952.808594
	Iteration 12Q: 3 clusters Score -37883.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37886.910156 Penalty: 2952.808594
	Iteration 13Q: 3 clusters Score -37886.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37886.910156 Penalty: 2952.808594
	Iteration 14F: 3 clusters Score -37886.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286464 members 
Mstep: Class 2 contains 55809 members 
Mstep: Class 3 contains 18600 members 
Mstep: Class 4 contains 277524 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 22104 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105907 members 
Mstep: Class 9 contains 31959 members 
Mstep: Class 10 contains 77318 members 
Mstep: Class 11 contains 20619 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22272 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 168874 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12484 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9139 members 
Mstep: Class 24 contains 8594 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82287 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626352.000000 Penalty: 94130.875000
Iteration 479Q: 28 clusters Score -1.546264e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286439 members 
Mstep: Class 2 contains 55804 members 
Mstep: Class 3 contains 18605 members 
Mstep: Class 4 contains 277552 members 
Mstep: Class 5 contains 9931 members 
Mstep: Class 6 contains 22103 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105904 members 
Mstep: Class 9 contains 31961 members 
Mstep: Class 10 contains 77324 members 
Mstep: Class 11 contains 20622 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22269 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 168905 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12493 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14370 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9123 members 
Mstep: Class 24 contains 8594 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82256 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626368.000000 Penalty: 94130.875000
Iteration 480F: 28 clusters Score -1.546264e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286422 members 
Mstep: Class 2 contains 55789 members 
Mstep: Class 3 contains 18608 members 
Mstep: Class 4 contains 277574 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 22098 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105910 members 
Mstep: Class 9 contains 31959 members 
Mstep: Class 10 contains 77335 members 
Mstep: Class 11 contains 20623 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22269 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 168941 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12499 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14373 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9095 members 
Mstep: Class 24 contains 8594 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82234 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626336.000000 Penalty: 94130.875000
Iteration 481Q: 28 clusters Score -1.546263e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286387 members 
Mstep: Class 2 contains 55773 members 
Mstep: Class 3 contains 18609 members 
Mstep: Class 4 contains 277599 members 
Mstep: Class 5 contains 9930 members 
Mstep: Class 6 contains 22094 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105910 members 
Mstep: Class 9 contains 31957 members 
Mstep: Class 10 contains 77342 members 
Mstep: Class 11 contains 20629 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22270 members 
Mstep: Class 14 contains 25052 members 
Mstep: Class 15 contains 168989 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12504 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3621 members 
Mstep: Class 20 contains 14374 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9049 members 
Mstep: Class 24 contains 8594 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82244 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626384.000000 Penalty: 94130.875000
Iteration 482Q: 28 clusters Score -1.546264e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286390 members 
Mstep: Class 2 contains 55764 members 
Mstep: Class 3 contains 18604 members 
Mstep: Class 4 contains 277597 members 
Mstep: Class 5 contains 9931 members 
Mstep: Class 6 contains 22092 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105900 members 
Mstep: Class 9 contains 31957 members 
Mstep: Class 10 contains 77341 members 
Mstep: Class 11 contains 20634 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22270 members 
Mstep: Class 14 contains 25056 members 
Mstep: Class 15 contains 169039 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12509 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14378 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 9009 members 
Mstep: Class 24 contains 8594 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82240 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626320.000000 Penalty: 94130.875000
Iteration 483Q: 28 clusters Score -1.546263e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286416 members 
Mstep: Class 2 contains 55754 members 
Mstep: Class 3 contains 18603 members 
Mstep: Class 4 contains 277580 members 
Mstep: Class 5 contains 9928 members 
Mstep: Class 6 contains 22090 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105883 members 
Mstep: Class 9 contains 31957 members 
Mstep: Class 10 contains 77347 members 
Mstep: Class 11 contains 20633 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22271 members 
Mstep: Class 14 contains 25059 members 
Mstep: Class 15 contains 169081 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12511 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14376 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 8977 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82244 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626320.000000 Penalty: 94130.875000
Iteration 484Q: 28 clusters Score -1.546263e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286421 members 
Mstep: Class 2 contains 55747 members 
Mstep: Class 3 contains 18602 members 
Mstep: Class 4 contains 277599 members 
Mstep: Class 5 contains 9929 members 
Mstep: Class 6 contains 22086 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105884 members 
Mstep: Class 9 contains 31957 members 
Mstep: Class 10 contains 77354 members 
Mstep: Class 11 contains 20629 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 22271 members 
Mstep: Class 14 contains 25061 members 
Mstep: Class 15 contains 169091 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12520 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14376 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 8928 members 
Mstep: Class 24 contains 8596 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82255 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626512.000000 Penalty: 94130.875000
Iteration 485Q: 28 clusters Score -1.546265e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286432 members 
Mstep: Class 2 contains 55741 members 
Mstep: Class 3 contains 18599 members 
Mstep: Class 4 contains 277606 members 
Mstep: Class 5 contains 9929 members 
Mstep: Class 6 contains 22083 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105882 members 
Mstep: Class 9 contains 31960 members 
Mstep: Class 10 contains 77361 members 
Mstep: Class 11 contains 20626 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 22271 members 
Mstep: Class 14 contains 25061 members 
Mstep: Class 15 contains 169128 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12524 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 14379 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 8871 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82254 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626448.000000 Penalty: 94130.875000
Iteration 486Q: 28 clusters Score -1.546264e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286427 members 
Mstep: Class 2 contains 55732 members 
Mstep: Class 3 contains 18598 members 
Mstep: Class 4 contains 277622 members 
Mstep: Class 5 contains 9929 members 
Mstep: Class 6 contains 22083 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105872 members 
Mstep: Class 9 contains 31960 members 
Mstep: Class 10 contains 77363 members 
Mstep: Class 11 contains 20627 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 22270 members 
Mstep: Class 14 contains 25062 members 
Mstep: Class 15 contains 169167 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12533 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3621 members 
Mstep: Class 20 contains 14378 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 8829 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82255 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626592.000000 Penalty: 94130.875000
Iteration 487Q: 28 clusters Score -1.546266e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286418 members 
Mstep: Class 2 contains 55727 members 
Mstep: Class 3 contains 18594 members 
Mstep: Class 4 contains 277625 members 
Mstep: Class 5 contains 9928 members 
Mstep: Class 6 contains 22082 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105862 members 
Mstep: Class 9 contains 31957 members 
Mstep: Class 10 contains 77367 members 
Mstep: Class 11 contains 20627 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 22270 members 
Mstep: Class 14 contains 25062 members 
Mstep: Class 15 contains 169223 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12542 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3621 members 
Mstep: Class 20 contains 14381 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 8783 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82259 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626464.000000 Penalty: 94130.875000
Iteration 488Q: 28 clusters Score -1.546265e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286414 members 
Mstep: Class 2 contains 55722 members 
Mstep: Class 3 contains 18589 members 
Mstep: Class 4 contains 277657 members 
Mstep: Class 5 contains 9927 members 
Mstep: Class 6 contains 22083 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105857 members 
Mstep: Class 9 contains 31961 members 
Mstep: Class 10 contains 77373 members 
Mstep: Class 11 contains 20626 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 22270 members 
Mstep: Class 14 contains 25061 members 
Mstep: Class 15 contains 169252 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12554 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3621 members 
Mstep: Class 20 contains 14381 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 8739 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82241 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626384.000000 Penalty: 94130.875000
Iteration 489Q: 28 clusters Score -1.546264e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286401 members 
Mstep: Class 2 contains 55717 members 
Mstep: Class 3 contains 18587 members 
Mstep: Class 4 contains 277704 members 
Mstep: Class 5 contains 9926 members 
Mstep: Class 6 contains 22082 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105854 members 
Mstep: Class 9 contains 31960 members 
Mstep: Class 10 contains 77376 members 
Mstep: Class 11 contains 20627 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 22272 members 
Mstep: Class 14 contains 25063 members 
Mstep: Class 15 contains 169278 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12563 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3621 members 
Mstep: Class 20 contains 14383 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 8702 members 
Mstep: Class 24 contains 8598 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82211 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626352.000000 Penalty: 94130.875000
Iteration 490Q: 28 clusters Score -1.546264e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286387 members 
Mstep: Class 2 contains 55719 members 
Mstep: Class 3 contains 18579 members 
Mstep: Class 4 contains 277728 members 
Mstep: Class 5 contains 9925 members 
Mstep: Class 6 contains 22081 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105844 members 
Mstep: Class 9 contains 31957 members 
Mstep: Class 10 contains 77384 members 
Mstep: Class 11 contains 20629 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 22271 members 
Mstep: Class 14 contains 25065 members 
Mstep: Class 15 contains 169300 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12583 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3621 members 
Mstep: Class 20 contains 14382 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 8669 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82204 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626496.000000 Penalty: 94130.875000
Iteration 491Q: 28 clusters Score -1.546265e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286370 members 
Mstep: Class 2 contains 55720 members 
Mstep: Class 3 contains 18574 members 
Mstep: Class 4 contains 277752 members 
Mstep: Class 5 contains 9925 members 
Mstep: Class 6 contains 22081 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 105831 members 
Mstep: Class 9 contains 31958 members 
Mstep: Class 10 contains 77393 members 
Mstep: Class 11 contains 20629 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 22271 members 
Mstep: Class 14 contains 25067 members 
Mstep: Class 15 contains 169323 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12605 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3621 members 
Mstep: Class 20 contains 14381 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 8636 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82191 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626352.000000 Penalty: 94130.875000
Iteration 492Q: 28 clusters Score -1.546264e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286354 members 
Mstep: Class 2 contains 55710 members 
Mstep: Class 3 contains 18572 members 
Mstep: Class 4 contains 277765 members 
Mstep: Class 5 contains 9926 members 
Mstep: Class 6 contains 22082 members 
Mstep: Class 7 contains 8651 members 
Mstep: Class 8 contains 105822 members 
Mstep: Class 9 contains 31960 members 
Mstep: Class 10 contains 77401 members 
Mstep: Class 11 contains 20626 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 22274 members 
Mstep: Class 14 contains 25066 members 
Mstep: Class 15 contains 169338 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12627 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3621 members 
Mstep: Class 20 contains 14384 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 8614 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82185 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626416.000000 Penalty: 94130.875000
Iteration 493Q: 28 clusters Score -1.546264e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286354 members 
Mstep: Class 2 contains 55704 members 
Mstep: Class 3 contains 18576 members 
Mstep: Class 4 contains 277743 members 
Mstep: Class 5 contains 9928 members 
Mstep: Class 6 contains 22083 members 
Mstep: Class 7 contains 8651 members 
Mstep: Class 8 contains 105832 members 
Mstep: Class 9 contains 31959 members 
Mstep: Class 10 contains 77402 members 
Mstep: Class 11 contains 20625 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 22275 members 
Mstep: Class 14 contains 25062 members 
Mstep: Class 15 contains 169351 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12649 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3621 members 
Mstep: Class 20 contains 14384 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82195 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626320.000000 Penalty: 94130.875000
Iteration 494Q: 28 clusters Score -1.546263e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286361 members 
Mstep: Class 2 contains 55699 members 
Mstep: Class 3 contains 18575 members 
Mstep: Class 4 contains 277702 members 
Mstep: Class 5 contains 9929 members 
Mstep: Class 6 contains 22083 members 
Mstep: Class 7 contains 8651 members 
Mstep: Class 8 contains 105825 members 
Mstep: Class 9 contains 31958 members 
Mstep: Class 10 contains 77406 members 
Mstep: Class 11 contains 20626 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 22275 members 
Mstep: Class 14 contains 25062 members 
Mstep: Class 15 contains 169381 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12680 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3621 members 
Mstep: Class 20 contains 14382 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 8562 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82201 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626400.000000 Penalty: 94130.875000
Iteration 495Q: 28 clusters Score -1.546264e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286355 members 
Mstep: Class 2 contains 55698 members 
Mstep: Class 3 contains 18569 members 
Mstep: Class 4 contains 277702 members 
Mstep: Class 5 contains 9929 members 
Mstep: Class 6 contains 22084 members 
Mstep: Class 7 contains 8651 members 
Mstep: Class 8 contains 105813 members 
Mstep: Class 9 contains 31957 members 
Mstep: Class 10 contains 77407 members 
Mstep: Class 11 contains 20630 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 22275 members 
Mstep: Class 14 contains 25063 members 
Mstep: Class 15 contains 169413 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12691 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3620 members 
Mstep: Class 20 contains 14382 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 8548 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82193 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626192.000000 Penalty: 94130.875000
Iteration 496Q: 28 clusters Score -1.546262e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286344 members 
Mstep: Class 2 contains 55694 members 
Mstep: Class 3 contains 18570 members 
Mstep: Class 4 contains 277706 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 22085 members 
Mstep: Class 7 contains 8651 members 
Mstep: Class 8 contains 105811 members 
Mstep: Class 9 contains 31955 members 
Mstep: Class 10 contains 77414 members 
Mstep: Class 11 contains 20629 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 22276 members 
Mstep: Class 14 contains 25065 members 
Mstep: Class 15 contains 169443 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12698 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3619 members 
Mstep: Class 20 contains 14381 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 8525 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82183 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154626096.000000 Penalty: 94130.875000
Iteration 497Q: 28 clusters Score -1.546261e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286342 members 
Mstep: Class 2 contains 55693 members 
Mstep: Class 3 contains 18562 members 
Mstep: Class 4 contains 277712 members 
Mstep: Class 5 contains 9934 members 
Mstep: Class 6 contains 22086 members 
Mstep: Class 7 contains 8651 members 
Mstep: Class 8 contains 105809 members 
Mstep: Class 9 contains 31954 members 
Mstep: Class 10 contains 77419 members 
Mstep: Class 11 contains 20631 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22276 members 
Mstep: Class 14 contains 25065 members 
Mstep: Class 15 contains 169470 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12705 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3619 members 
Mstep: Class 20 contains 14381 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 8490 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82181 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625808.000000 Penalty: 94130.875000
Iteration 498Q: 28 clusters Score -1.546258e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286333 members 
Mstep: Class 2 contains 55695 members 
Mstep: Class 3 contains 18558 members 
Mstep: Class 4 contains 277740 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 22087 members 
Mstep: Class 7 contains 8651 members 
Mstep: Class 8 contains 105806 members 
Mstep: Class 9 contains 31954 members 
Mstep: Class 10 contains 77424 members 
Mstep: Class 11 contains 20627 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 22274 members 
Mstep: Class 14 contains 25068 members 
Mstep: Class 15 contains 169497 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12712 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3619 members 
Mstep: Class 20 contains 14383 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 8451 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82170 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625792.000000 Penalty: 94130.875000
Iteration 499Q: 28 clusters Score -1.546258e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286325 members 
Mstep: Class 2 contains 55688 members 
Mstep: Class 3 contains 18559 members 
Mstep: Class 4 contains 277758 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 22089 members 
Mstep: Class 7 contains 8651 members 
Mstep: Class 8 contains 105803 members 
Mstep: Class 9 contains 31954 members 
Mstep: Class 10 contains 77434 members 
Mstep: Class 11 contains 20623 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 22275 members 
Mstep: Class 14 contains 25071 members 
Mstep: Class 15 contains 169515 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 12708 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 3619 members 
Mstep: Class 20 contains 14386 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 8415 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 82176 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154625824.000000 Penalty: 94130.875000
Iteration 500F: 28 clusters Score -1.546258e+08 nChanged 477
Maximum iterations exceeded
--- Evaluating fit on full set of 3822400 points ---
Entering Unmasked Estep 
Score: -473318880.000000 Penalty: 101487.179688
24->28 Clusters: Score -473318880.000000, best is -473340288.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1274133 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 53052 members 
Mstep: Class 3 contains 53253 members 
Mstep: Class 4 contains 52774 members 
Mstep: Class 5 contains 52928 members 
Mstep: Class 6 contains 53138 members 
Mstep: Class 7 contains 53012 members 
Mstep: Class 8 contains 53231 members 
Mstep: Class 9 contains 53067 members 
Mstep: Class 10 contains 52912 members 
Mstep: Class 11 contains 53350 members 
Mstep: Class 12 contains 53184 members 
Mstep: Class 13 contains 53271 members 
Mstep: Class 14 contains 53193 members 
Mstep: Class 15 contains 52742 members 
Mstep: Class 16 contains 52824 members 
Mstep: Class 17 contains 53459 members 
Mstep: Class 18 contains 53065 members 
Mstep: Class 19 contains 53179 members 
Mstep: Class 20 contains 53150 members 
Mstep: Class 21 contains 53147 members 
Mstep: Class 22 contains 53212 members 
Mstep: Class 23 contains 53303 members 
Mstep: Class 24 contains 52689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 722.280396 but Gain 3486.328125
Score: -147655936.000000 Penalty: 80185.554688
Iteration 0F: 24 clusters Score -1.476559e+08 nChanged 1218398
Entering Unmasked Mstep 
Mstep: Class 0 contains 3543 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 29624 members 
Mstep: Class 3 contains 56941 members 
Mstep: Class 4 contains 81587 members 
Mstep: Class 5 contains 27225 members 
Mstep: Class 6 contains 56264 members 
Mstep: Class 7 contains 49863 members 
Mstep: Class 9 contains 27144 members 
Mstep: Class 10 contains 20799 members 
Mstep: Class 11 contains 15716 members 
Mstep: Class 12 contains 85274 members 
Mstep: Class 13 contains 52978 members 
Mstep: Class 14 contains 37442 members 
Mstep: Class 15 contains 6959 members 
Mstep: Class 16 contains 109688 members 
Mstep: Class 17 contains 193446 members 
Mstep: Class 18 contains 44431 members 
Mstep: Class 19 contains 71754 members 
Mstep: Class 20 contains 115841 members 
Mstep: Class 21 contains 12198 members 
Mstep: Class 22 contains 32438 members 
Mstep: Class 23 contains 30615 members 
Mstep: Class 24 contains 50852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152235504.000000 Penalty: 80185.554688
Iteration 1F: 24 clusters Score -1.522355e+08 nChanged 549692
Entering Unmasked Mstep 
Mstep: Class 0 contains 1833 members 
Mstep: Class 1 contains 72988 members 
Mstep: Class 2 contains 21234 members 
Mstep: Class 3 contains 34835 members 
Mstep: Class 4 contains 54760 members 
Mstep: Class 5 contains 23602 members 
Mstep: Class 6 contains 60580 members 
Mstep: Class 7 contains 31596 members 
Mstep: Class 9 contains 18562 members 
Mstep: Class 10 contains 9423 members 
Mstep: Class 11 contains 5124 members 
Mstep: Class 12 contains 100099 members 
Mstep: Class 13 contains 44074 members 
Mstep: Class 14 contains 25447 members 
Mstep: Class 15 contains 16873 members 
Mstep: Class 16 contains 117374 members 
Mstep: Class 17 contains 345345 members 
Mstep: Class 18 contains 26602 members 
Mstep: Class 19 contains 56284 members 
Mstep: Class 20 contains 131300 members 
Mstep: Class 21 contains 4303 members 
Mstep: Class 22 contains 16035 members 
Mstep: Class 23 contains 26482 members 
Mstep: Class 24 contains 29378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2810.100098 but Gain 3486.328125
Score: -153359376.000000 Penalty: 76699.226562
Iteration 2F: 23 clusters Score -1.533594e+08 nChanged 328596
Entering Unmasked Mstep 
Mstep: Class 0 contains 447 members 
Mstep: Class 1 contains 68069 members 
Mstep: Class 2 contains 12924 members 
Mstep: Class 3 contains 36860 members 
Mstep: Class 4 contains 50739 members 
Mstep: Class 5 contains 19268 members 
Mstep: Class 6 contains 61712 members 
Mstep: Class 7 contains 17258 members 
Mstep: Class 9 contains 11060 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 3261 members 
Mstep: Class 12 contains 118418 members 
Mstep: Class 13 contains 27148 members 
Mstep: Class 14 contains 20528 members 
Mstep: Class 15 contains 19089 members 
Mstep: Class 16 contains 132179 members 
Mstep: Class 17 contains 428634 members 
Mstep: Class 18 contains 18542 members 
Mstep: Class 19 contains 42333 members 
Mstep: Class 20 contains 132108 members 
Mstep: Class 22 contains 13273 members 
Mstep: Class 23 contains 18438 members 
Mstep: Class 24 contains 17244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153550928.000000 Penalty: 76699.226562
Iteration 3F: 23 clusters Score -1.535509e+08 nChanged 233302
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 66877 members 
Mstep: Class 2 contains 4909 members 
Mstep: Class 3 contains 44953 members 
Mstep: Class 4 contains 52339 members 
Mstep: Class 5 contains 17716 members 
Mstep: Class 6 contains 70771 members 
Mstep: Class 7 contains 8473 members 
Mstep: Class 9 contains 7020 members 
Mstep: Class 10 contains 2501 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 138707 members 
Mstep: Class 13 contains 15342 members 
Mstep: Class 14 contains 19504 members 
Mstep: Class 15 contains 19118 members 
Mstep: Class 16 contains 164537 members 
Mstep: Class 17 contains 400694 members 
Mstep: Class 18 contains 15281 members 
Mstep: Class 19 contains 33786 members 
Mstep: Class 20 contains 152488 members 
Mstep: Class 22 contains 11174 members 
Mstep: Class 23 contains 13712 members 
Mstep: Class 24 contains 11158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153807760.000000 Penalty: 76699.226562
Iteration 4F: 23 clusters Score -1.538078e+08 nChanged 163052
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 61959 members 
Mstep: Class 2 contains 3714 members 
Mstep: Class 3 contains 49560 members 
Mstep: Class 4 contains 52266 members 
Mstep: Class 5 contains 16652 members 
Mstep: Class 6 contains 78337 members 
Mstep: Class 7 contains 3324 members 
Mstep: Class 9 contains 4198 members 
Mstep: Class 10 contains 2411 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 146686 members 
Mstep: Class 13 contains 8027 members 
Mstep: Class 14 contains 19031 members 
Mstep: Class 15 contains 18096 members 
Mstep: Class 16 contains 195930 members 
Mstep: Class 17 contains 375322 members 
Mstep: Class 18 contains 13846 members 
Mstep: Class 19 contains 24707 members 
Mstep: Class 20 contains 170585 members 
Mstep: Class 22 contains 9172 members 
Mstep: Class 23 contains 9627 members 
Mstep: Class 24 contains 7952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2299.624023 but Gain 3486.328125
Score: -153985872.000000 Penalty: 73212.898438
Iteration 5F: 22 clusters Score -1.539859e+08 nChanged 137261
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 3611 members 
Mstep: Class 3 contains 52214 members 
Mstep: Class 4 contains 51808 members 
Mstep: Class 5 contains 16275 members 
Mstep: Class 6 contains 84025 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 2542 members 
Mstep: Class 12 contains 144843 members 
Mstep: Class 13 contains 4493 members 
Mstep: Class 14 contains 19367 members 
Mstep: Class 15 contains 16935 members 
Mstep: Class 16 contains 220524 members 
Mstep: Class 17 contains 355800 members 
Mstep: Class 18 contains 13839 members 
Mstep: Class 19 contains 17052 members 
Mstep: Class 20 contains 187945 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 6718 members 
Mstep: Class 24 contains 6236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2088.947266 but Gain 3486.328125
Score: -154123536.000000 Penalty: 69726.570312
Iteration 6F: 21 clusters Score -1.541235e+08 nChanged 119767
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 3370 members 
Mstep: Class 3 contains 54149 members 
Mstep: Class 4 contains 50876 members 
Mstep: Class 5 contains 16345 members 
Mstep: Class 6 contains 88870 members 
Mstep: Class 10 contains 5036 members 
Mstep: Class 11 contains 2901 members 
Mstep: Class 12 contains 139257 members 
Mstep: Class 13 contains 3018 members 
Mstep: Class 14 contains 20420 members 
Mstep: Class 15 contains 16062 members 
Mstep: Class 16 contains 234702 members 
Mstep: Class 17 contains 338180 members 
Mstep: Class 18 contains 14526 members 
Mstep: Class 19 contains 11371 members 
Mstep: Class 20 contains 204912 members 
Mstep: Class 22 contains 8279 members 
Mstep: Class 23 contains 4845 members 
Mstep: Class 24 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3006.736328 but Gain 3486.328125
Score: -154214560.000000 Penalty: 66240.242188
Iteration 7F: 20 clusters Score -1.542146e+08 nChanged 108255
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 3194 members 
Mstep: Class 3 contains 55447 members 
Mstep: Class 4 contains 50078 members 
Mstep: Class 5 contains 16946 members 
Mstep: Class 6 contains 93804 members 
Mstep: Class 10 contains 6300 members 
Mstep: Class 11 contains 3443 members 
Mstep: Class 12 contains 131788 members 
Mstep: Class 14 contains 22105 members 
Mstep: Class 15 contains 15358 members 
Mstep: Class 16 contains 237831 members 
Mstep: Class 17 contains 325877 members 
Mstep: Class 18 contains 15419 members 
Mstep: Class 19 contains 7642 members 
Mstep: Class 20 contains 223594 members 
Mstep: Class 22 contains 8246 members 
Mstep: Class 23 contains 3684 members 
Mstep: Class 24 contains 4454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 3205.054443 but Gain 3486.328125
Score: -154285488.000000 Penalty: 62753.914062
Iteration 8F: 19 clusters Score -1.542855e+08 nChanged 97821
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 3095 members 
Mstep: Class 3 contains 56369 members 
Mstep: Class 4 contains 48939 members 
Mstep: Class 5 contains 17461 members 
Mstep: Class 6 contains 98914 members 
Mstep: Class 10 contains 7278 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 124538 members 
Mstep: Class 14 contains 24177 members 
Mstep: Class 15 contains 14665 members 
Mstep: Class 16 contains 231621 members 
Mstep: Class 17 contains 316457 members 
Mstep: Class 18 contains 16344 members 
Mstep: Class 19 contains 5205 members 
Mstep: Class 20 contains 244451 members 
Mstep: Class 22 contains 8381 members 
Mstep: Class 24 contains 4053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154348960.000000 Penalty: 62753.914062
Iteration 9F: 19 clusters Score -1.54349e+08 nChanged 82050
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 3048 members 
Mstep: Class 3 contains 56813 members 
Mstep: Class 4 contains 47665 members 
Mstep: Class 5 contains 17855 members 
Mstep: Class 6 contains 103476 members 
Mstep: Class 10 contains 8001 members 
Mstep: Class 11 contains 5178 members 
Mstep: Class 12 contains 117620 members 
Mstep: Class 14 contains 26083 members 
Mstep: Class 15 contains 13883 members 
Mstep: Class 16 contains 217858 members 
Mstep: Class 17 contains 311864 members 
Mstep: Class 18 contains 17298 members 
Mstep: Class 19 contains 3700 members 
Mstep: Class 20 contains 264049 members 
Mstep: Class 22 contains 8441 members 
Mstep: Class 24 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2847.819092 but Gain 3486.328125
Score: -154388384.000000 Penalty: 59267.585938
Iteration 10F: 18 clusters Score -1.543884e+08 nChanged 68458
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 3011 members 
Mstep: Class 3 contains 57427 members 
Mstep: Class 4 contains 46443 members 
Mstep: Class 5 contains 18236 members 
Mstep: Class 6 contains 107922 members 
Mstep: Class 10 contains 8524 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 112075 members 
Mstep: Class 14 contains 28105 members 
Mstep: Class 15 contains 13019 members 
Mstep: Class 16 contains 204305 members 
Mstep: Class 17 contains 306009 members 
Mstep: Class 18 contains 18171 members 
Mstep: Class 20 contains 284704 members 
Mstep: Class 22 contains 8451 members 
Mstep: Class 24 contains 3506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154423696.000000 Penalty: 59267.585938
Iteration 11F: 18 clusters Score -1.544237e+08 nChanged 53290
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 2978 members 
Mstep: Class 3 contains 57335 members 
Mstep: Class 4 contains 45213 members 
Mstep: Class 5 contains 18650 members 
Mstep: Class 6 contains 111343 members 
Mstep: Class 10 contains 8907 members 
Mstep: Class 11 contains 7526 members 
Mstep: Class 12 contains 107762 members 
Mstep: Class 14 contains 29743 members 
Mstep: Class 15 contains 12098 members 
Mstep: Class 16 contains 191698 members 
Mstep: Class 17 contains 299655 members 
Mstep: Class 18 contains 18997 members 
Mstep: Class 20 contains 302301 members 
Mstep: Class 22 contains 8456 members 
Mstep: Class 24 contains 3307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154448272.000000 Penalty: 59267.585938
Iteration 12Q: 18 clusters Score -1.544483e+08 nChanged 47209
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 2954 members 
Mstep: Class 3 contains 57131 members 
Mstep: Class 4 contains 44124 members 
Mstep: Class 5 contains 19160 members 
Mstep: Class 6 contains 114093 members 
Mstep: Class 10 contains 9207 members 
Mstep: Class 11 contains 8859 members 
Mstep: Class 12 contains 104617 members 
Mstep: Class 14 contains 31137 members 
Mstep: Class 15 contains 11090 members 
Mstep: Class 16 contains 181438 members 
Mstep: Class 17 contains 291649 members 
Mstep: Class 18 contains 19753 members 
Mstep: Class 20 contains 319065 members 
Mstep: Class 22 contains 8447 members 
Mstep: Class 24 contains 3127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154462096.000000 Penalty: 59267.585938
Iteration 13Q: 18 clusters Score -1.544621e+08 nChanged 58637
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 56845 members 
Mstep: Class 4 contains 43162 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 115833 members 
Mstep: Class 10 contains 9450 members 
Mstep: Class 11 contains 10149 members 
Mstep: Class 12 contains 102471 members 
Mstep: Class 14 contains 32102 members 
Mstep: Class 15 contains 10157 members 
Mstep: Class 16 contains 176898 members 
Mstep: Class 17 contains 270814 members 
Mstep: Class 18 contains 20426 members 
Mstep: Class 20 contains 343484 members 
Mstep: Class 22 contains 8429 members 
Mstep: Class 24 contains 2973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154440192.000000 Penalty: 59267.585938
Iteration 14Q: 18 clusters Score -1.544402e+08 nChanged 91995
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 56465 members 
Mstep: Class 4 contains 42419 members 
Mstep: Class 5 contains 20571 members 
Mstep: Class 6 contains 117740 members 
Mstep: Class 10 contains 9670 members 
Mstep: Class 11 contains 11434 members 
Mstep: Class 12 contains 101672 members 
Mstep: Class 14 contains 33585 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 178726 members 
Mstep: Class 17 contains 222151 members 
Mstep: Class 18 contains 21105 members 
Mstep: Class 20 contains 386943 members 
Mstep: Class 22 contains 8402 members 
Mstep: Class 24 contains 2850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154338496.000000 Penalty: 59267.585938
Iteration 15F: 18 clusters Score -1.543385e+08 nChanged 114842
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 56497 members 
Mstep: Class 4 contains 41898 members 
Mstep: Class 5 contains 22548 members 
Mstep: Class 6 contains 123306 members 
Mstep: Class 10 contains 9877 members 
Mstep: Class 11 contains 12621 members 
Mstep: Class 12 contains 103761 members 
Mstep: Class 14 contains 37205 members 
Mstep: Class 15 contains 8577 members 
Mstep: Class 16 contains 186268 members 
Mstep: Class 17 contains 169160 members 
Mstep: Class 18 contains 21783 members 
Mstep: Class 20 contains 415892 members 
Mstep: Class 22 contains 8441 members 
Mstep: Class 24 contains 2837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154273904.000000 Penalty: 59267.585938
Iteration 16F: 18 clusters Score -1.542739e+08 nChanged 82738
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 54884 members 
Mstep: Class 2 contains 2913 members 
Mstep: Class 3 contains 56835 members 
Mstep: Class 4 contains 41439 members 
Mstep: Class 5 contains 25096 members 
Mstep: Class 6 contains 132208 members 
Mstep: Class 10 contains 10113 members 
Mstep: Class 11 contains 13542 members 
Mstep: Class 12 contains 107522 members 
Mstep: Class 14 contains 41873 members 
Mstep: Class 15 contains 8068 members 
Mstep: Class 16 contains 194406 members 
Mstep: Class 17 contains 153633 members 
Mstep: Class 18 contains 22403 members 
Mstep: Class 20 contains 397716 members 
Mstep: Class 22 contains 8528 members 
Mstep: Class 24 contains 2923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154321216.000000 Penalty: 59267.585938
Iteration 17F: 18 clusters Score -1.543212e+08 nChanged 53863
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 58328 members 
Mstep: Class 2 contains 2905 members 
Mstep: Class 3 contains 56769 members 
Mstep: Class 4 contains 40755 members 
Mstep: Class 5 contains 27069 members 
Mstep: Class 6 contains 139895 members 
Mstep: Class 10 contains 10389 members 
Mstep: Class 11 contains 14179 members 
Mstep: Class 12 contains 108682 members 
Mstep: Class 14 contains 45567 members 
Mstep: Class 15 contains 7729 members 
Mstep: Class 16 contains 199671 members 
Mstep: Class 17 contains 148411 members 
Mstep: Class 18 contains 22814 members 
Mstep: Class 20 contains 379475 members 
Mstep: Class 22 contains 8516 members 
Mstep: Class 24 contains 2946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154364000.000000 Penalty: 59267.585938
Iteration 18Q: 18 clusters Score -1.54364e+08 nChanged 42145
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 56624 members 
Mstep: Class 4 contains 40053 members 
Mstep: Class 5 contains 28453 members 
Mstep: Class 6 contains 146390 members 
Mstep: Class 10 contains 10646 members 
Mstep: Class 11 contains 14639 members 
Mstep: Class 12 contains 107774 members 
Mstep: Class 14 contains 48426 members 
Mstep: Class 15 contains 7514 members 
Mstep: Class 16 contains 201953 members 
Mstep: Class 17 contains 146789 members 
Mstep: Class 18 contains 23145 members 
Mstep: Class 20 contains 366339 members 
Mstep: Class 22 contains 8490 members 
Mstep: Class 24 contains 2928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154395616.000000 Penalty: 59267.585938
Iteration 19Q: 18 clusters Score -1.543956e+08 nChanged 35135
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 63118 members 
Mstep: Class 2 contains 2888 members 
Mstep: Class 3 contains 56444 members 
Mstep: Class 4 contains 39362 members 
Mstep: Class 5 contains 29512 members 
Mstep: Class 6 contains 152148 members 
Mstep: Class 10 contains 10800 members 
Mstep: Class 11 contains 14958 members 
Mstep: Class 12 contains 105736 members 
Mstep: Class 14 contains 50775 members 
Mstep: Class 15 contains 7343 members 
Mstep: Class 16 contains 201795 members 
Mstep: Class 17 contains 147590 members 
Mstep: Class 18 contains 23425 members 
Mstep: Class 20 contains 356862 members 
Mstep: Class 22 contains 8450 members 
Mstep: Class 24 contains 2893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154417024.000000 Penalty: 59267.585938
Iteration 20F: 18 clusters Score -1.54417e+08 nChanged 30808
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 2884 members 
Mstep: Class 3 contains 56386 members 
Mstep: Class 4 contains 38663 members 
Mstep: Class 5 contains 30270 members 
Mstep: Class 6 contains 157461 members 
Mstep: Class 10 contains 10899 members 
Mstep: Class 11 contains 15190 members 
Mstep: Class 12 contains 103356 members 
Mstep: Class 14 contains 52722 members 
Mstep: Class 15 contains 7207 members 
Mstep: Class 16 contains 199816 members 
Mstep: Class 17 contains 149863 members 
Mstep: Class 18 contains 23692 members 
Mstep: Class 20 contains 349690 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 24 contains 2850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154432624.000000 Penalty: 59267.585938
Iteration 21Q: 18 clusters Score -1.544326e+08 nChanged 28046
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 65992 members 
Mstep: Class 2 contains 2882 members 
Mstep: Class 3 contains 56370 members 
Mstep: Class 4 contains 38058 members 
Mstep: Class 5 contains 30785 members 
Mstep: Class 6 contains 162529 members 
Mstep: Class 10 contains 10951 members 
Mstep: Class 11 contains 15375 members 
Mstep: Class 12 contains 101009 members 
Mstep: Class 14 contains 54272 members 
Mstep: Class 15 contains 7090 members 
Mstep: Class 16 contains 196382 members 
Mstep: Class 17 contains 153142 members 
Mstep: Class 18 contains 23957 members 
Mstep: Class 20 contains 344135 members 
Mstep: Class 22 contains 8380 members 
Mstep: Class 24 contains 2790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154446048.000000 Penalty: 59267.585938
Iteration 22Q: 18 clusters Score -1.54446e+08 nChanged 26612
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 66953 members 
Mstep: Class 2 contains 2880 members 
Mstep: Class 3 contains 56409 members 
Mstep: Class 4 contains 37548 members 
Mstep: Class 5 contains 31173 members 
Mstep: Class 6 contains 167520 members 
Mstep: Class 10 contains 10997 members 
Mstep: Class 11 contains 15507 members 
Mstep: Class 12 contains 98792 members 
Mstep: Class 14 contains 55421 members 
Mstep: Class 15 contains 7005 members 
Mstep: Class 16 contains 191966 members 
Mstep: Class 17 contains 157573 members 
Mstep: Class 18 contains 24202 members 
Mstep: Class 20 contains 339035 members 
Mstep: Class 22 contains 8367 members 
Mstep: Class 24 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154455040.000000 Penalty: 59267.585938
Iteration 23Q: 18 clusters Score -1.54455e+08 nChanged 25859
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 67808 members 
Mstep: Class 2 contains 2877 members 
Mstep: Class 3 contains 56491 members 
Mstep: Class 4 contains 37080 members 
Mstep: Class 5 contains 31452 members 
Mstep: Class 6 contains 172648 members 
Mstep: Class 10 contains 11021 members 
Mstep: Class 11 contains 15611 members 
Mstep: Class 12 contains 96954 members 
Mstep: Class 14 contains 56307 members 
Mstep: Class 15 contains 6928 members 
Mstep: Class 16 contains 186323 members 
Mstep: Class 17 contains 162926 members 
Mstep: Class 18 contains 24417 members 
Mstep: Class 20 contains 334193 members 
Mstep: Class 22 contains 8349 members 
Mstep: Class 24 contains 2714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154463440.000000 Penalty: 59267.585938
Iteration 24Q: 18 clusters Score -1.544634e+08 nChanged 25505
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 68532 members 
Mstep: Class 2 contains 2874 members 
Mstep: Class 3 contains 56626 members 
Mstep: Class 4 contains 36613 members 
Mstep: Class 5 contains 31631 members 
Mstep: Class 6 contains 177701 members 
Mstep: Class 10 contains 11034 members 
Mstep: Class 11 contains 15691 members 
Mstep: Class 12 contains 95295 members 
Mstep: Class 14 contains 57032 members 
Mstep: Class 15 contains 6860 members 
Mstep: Class 16 contains 179556 members 
Mstep: Class 17 contains 168602 members 
Mstep: Class 18 contains 24658 members 
Mstep: Class 20 contains 330387 members 
Mstep: Class 22 contains 8328 members 
Mstep: Class 24 contains 2679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154468016.000000 Penalty: 59267.585938
Iteration 25Q: 18 clusters Score -1.54468e+08 nChanged 24662
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 69182 members 
Mstep: Class 2 contains 2869 members 
Mstep: Class 3 contains 56839 members 
Mstep: Class 4 contains 36181 members 
Mstep: Class 5 contains 31776 members 
Mstep: Class 6 contains 182553 members 
Mstep: Class 10 contains 11046 members 
Mstep: Class 11 contains 15759 members 
Mstep: Class 12 contains 93830 members 
Mstep: Class 14 contains 57656 members 
Mstep: Class 15 contains 6806 members 
Mstep: Class 16 contains 172363 members 
Mstep: Class 17 contains 173918 members 
Mstep: Class 18 contains 24871 members 
Mstep: Class 20 contains 327518 members 
Mstep: Class 22 contains 8305 members 
Mstep: Class 24 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154471344.000000 Penalty: 59267.585938
Iteration 26Q: 18 clusters Score -1.544713e+08 nChanged 23938
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 69778 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 57012 members 
Mstep: Class 4 contains 35757 members 
Mstep: Class 5 contains 31943 members 
Mstep: Class 6 contains 187066 members 
Mstep: Class 10 contains 11050 members 
Mstep: Class 11 contains 15831 members 
Mstep: Class 12 contains 92579 members 
Mstep: Class 14 contains 58342 members 
Mstep: Class 15 contains 6756 members 
Mstep: Class 16 contains 165328 members 
Mstep: Class 17 contains 178896 members 
Mstep: Class 18 contains 25055 members 
Mstep: Class 20 contains 324945 members 
Mstep: Class 22 contains 8284 members 
Mstep: Class 24 contains 2609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154472704.000000 Penalty: 59267.585938
Iteration 27Q: 18 clusters Score -1.544727e+08 nChanged 23184
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 70233 members 
Mstep: Class 2 contains 2866 members 
Mstep: Class 3 contains 57238 members 
Mstep: Class 4 contains 35337 members 
Mstep: Class 5 contains 32117 members 
Mstep: Class 6 contains 191287 members 
Mstep: Class 10 contains 11065 members 
Mstep: Class 11 contains 15881 members 
Mstep: Class 12 contains 91513 members 
Mstep: Class 14 contains 59017 members 
Mstep: Class 15 contains 6708 members 
Mstep: Class 16 contains 158767 members 
Mstep: Class 17 contains 183483 members 
Mstep: Class 18 contains 25231 members 
Mstep: Class 20 contains 322490 members 
Mstep: Class 22 contains 8268 members 
Mstep: Class 24 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154474512.000000 Penalty: 59267.585938
Iteration 28Q: 18 clusters Score -1.544745e+08 nChanged 22734
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 70612 members 
Mstep: Class 2 contains 2864 members 
Mstep: Class 3 contains 57467 members 
Mstep: Class 4 contains 34927 members 
Mstep: Class 5 contains 32307 members 
Mstep: Class 6 contains 195032 members 
Mstep: Class 10 contains 11079 members 
Mstep: Class 11 contains 15916 members 
Mstep: Class 12 contains 90617 members 
Mstep: Class 14 contains 59642 members 
Mstep: Class 15 contains 6669 members 
Mstep: Class 16 contains 152894 members 
Mstep: Class 17 contains 187704 members 
Mstep: Class 18 contains 25382 members 
Mstep: Class 20 contains 320163 members 
Mstep: Class 22 contains 8248 members 
Mstep: Class 24 contains 2575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154476768.000000 Penalty: 59267.585938
Iteration 29Q: 18 clusters Score -1.544768e+08 nChanged 22470
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 70962 members 
Mstep: Class 2 contains 2864 members 
Mstep: Class 3 contains 57749 members 
Mstep: Class 4 contains 34526 members 
Mstep: Class 5 contains 32444 members 
Mstep: Class 6 contains 198129 members 
Mstep: Class 10 contains 11094 members 
Mstep: Class 11 contains 15931 members 
Mstep: Class 12 contains 89880 members 
Mstep: Class 14 contains 60209 members 
Mstep: Class 15 contains 6637 members 
Mstep: Class 16 contains 147725 members 
Mstep: Class 17 contains 191473 members 
Mstep: Class 18 contains 25529 members 
Mstep: Class 20 contains 318156 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 24 contains 2558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154477216.000000 Penalty: 59267.585938
Iteration 30Q: 18 clusters Score -1.544772e+08 nChanged 21544
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 71392 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 58083 members 
Mstep: Class 4 contains 34149 members 
Mstep: Class 5 contains 32604 members 
Mstep: Class 6 contains 200481 members 
Mstep: Class 10 contains 11105 members 
Mstep: Class 11 contains 15940 members 
Mstep: Class 12 contains 89303 members 
Mstep: Class 14 contains 60864 members 
Mstep: Class 15 contains 6604 members 
Mstep: Class 16 contains 143207 members 
Mstep: Class 17 contains 194701 members 
Mstep: Class 18 contains 25650 members 
Mstep: Class 20 contains 316414 members 
Mstep: Class 22 contains 8223 members 
Mstep: Class 24 contains 2516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154478912.000000 Penalty: 59267.585938
Iteration 31Q: 18 clusters Score -1.544789e+08 nChanged 19922
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 71910 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 58372 members 
Mstep: Class 4 contains 33781 members 
Mstep: Class 5 contains 32763 members 
Mstep: Class 6 contains 202356 members 
Mstep: Class 10 contains 11113 members 
Mstep: Class 11 contains 15943 members 
Mstep: Class 12 contains 88833 members 
Mstep: Class 14 contains 61503 members 
Mstep: Class 15 contains 6577 members 
Mstep: Class 16 contains 139158 members 
Mstep: Class 17 contains 196919 members 
Mstep: Class 18 contains 25764 members 
Mstep: Class 20 contains 315531 members 
Mstep: Class 22 contains 8221 members 
Mstep: Class 24 contains 2492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154479072.000000 Penalty: 59267.585938
Iteration 32Q: 18 clusters Score -1.544791e+08 nChanged 18512
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 72449 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 58644 members 
Mstep: Class 4 contains 33392 members 
Mstep: Class 5 contains 32931 members 
Mstep: Class 6 contains 203851 members 
Mstep: Class 10 contains 11124 members 
Mstep: Class 11 contains 15945 members 
Mstep: Class 12 contains 88501 members 
Mstep: Class 14 contains 62271 members 
Mstep: Class 15 contains 6548 members 
Mstep: Class 16 contains 135613 members 
Mstep: Class 17 contains 198679 members 
Mstep: Class 18 contains 25863 members 
Mstep: Class 20 contains 314724 members 
Mstep: Class 22 contains 8230 members 
Mstep: Class 24 contains 2471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154479552.000000 Penalty: 59267.585938
Iteration 33Q: 18 clusters Score -1.544796e+08 nChanged 16932
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 73008 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 58885 members 
Mstep: Class 4 contains 33063 members 
Mstep: Class 5 contains 33087 members 
Mstep: Class 6 contains 204899 members 
Mstep: Class 10 contains 11121 members 
Mstep: Class 11 contains 15948 members 
Mstep: Class 12 contains 88197 members 
Mstep: Class 14 contains 63141 members 
Mstep: Class 15 contains 6521 members 
Mstep: Class 16 contains 132627 members 
Mstep: Class 17 contains 199930 members 
Mstep: Class 18 contains 25949 members 
Mstep: Class 20 contains 314170 members 
Mstep: Class 22 contains 8235 members 
Mstep: Class 24 contains 2455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154479872.000000 Penalty: 59267.585938
Iteration 34Q: 18 clusters Score -1.544799e+08 nChanged 15473
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 73557 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 59160 members 
Mstep: Class 4 contains 32748 members 
Mstep: Class 5 contains 33241 members 
Mstep: Class 6 contains 205684 members 
Mstep: Class 10 contains 11114 members 
Mstep: Class 11 contains 15957 members 
Mstep: Class 12 contains 87948 members 
Mstep: Class 14 contains 64089 members 
Mstep: Class 15 contains 6495 members 
Mstep: Class 16 contains 130258 members 
Mstep: Class 17 contains 200792 members 
Mstep: Class 18 contains 26016 members 
Mstep: Class 20 contains 313479 members 
Mstep: Class 22 contains 8240 members 
Mstep: Class 24 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154480656.000000 Penalty: 59267.585938
Iteration 35Q: 18 clusters Score -1.544807e+08 nChanged 14031
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 74079 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 59424 members 
Mstep: Class 4 contains 32478 members 
Mstep: Class 5 contains 33434 members 
Mstep: Class 6 contains 206335 members 
Mstep: Class 10 contains 11108 members 
Mstep: Class 11 contains 15946 members 
Mstep: Class 12 contains 87744 members 
Mstep: Class 14 contains 65093 members 
Mstep: Class 15 contains 6468 members 
Mstep: Class 16 contains 128191 members 
Mstep: Class 17 contains 201426 members 
Mstep: Class 18 contains 26056 members 
Mstep: Class 20 contains 312730 members 
Mstep: Class 22 contains 8252 members 
Mstep: Class 24 contains 2472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154480704.000000 Penalty: 59267.585938
Iteration 36Q: 18 clusters Score -1.544807e+08 nChanged 13007
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 74642 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 59662 members 
Mstep: Class 4 contains 32239 members 
Mstep: Class 5 contains 33621 members 
Mstep: Class 6 contains 206943 members 
Mstep: Class 10 contains 11096 members 
Mstep: Class 11 contains 15939 members 
Mstep: Class 12 contains 87577 members 
Mstep: Class 14 contains 66128 members 
Mstep: Class 15 contains 6444 members 
Mstep: Class 16 contains 126224 members 
Mstep: Class 17 contains 201885 members 
Mstep: Class 18 contains 26083 members 
Mstep: Class 20 contains 312005 members 
Mstep: Class 22 contains 8259 members 
Mstep: Class 24 contains 2489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154481152.000000 Penalty: 59267.585938
Iteration 37Q: 18 clusters Score -1.544812e+08 nChanged 12247
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 75182 members 
Mstep: Class 2 contains 2862 members 
Mstep: Class 3 contains 59883 members 
Mstep: Class 4 contains 31987 members 
Mstep: Class 5 contains 33814 members 
Mstep: Class 6 contains 207415 members 
Mstep: Class 10 contains 11093 members 
Mstep: Class 11 contains 15938 members 
Mstep: Class 12 contains 87369 members 
Mstep: Class 14 contains 67157 members 
Mstep: Class 15 contains 6428 members 
Mstep: Class 16 contains 124506 members 
Mstep: Class 17 contains 202186 members 
Mstep: Class 18 contains 26122 members 
Mstep: Class 20 contains 311392 members 
Mstep: Class 22 contains 8267 members 
Mstep: Class 24 contains 2498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154482032.000000 Penalty: 59267.585938
Iteration 38Q: 18 clusters Score -1.54482e+08 nChanged 11520
Entering ConstructFrom: 
Score: -154482032.000000 Penalty: 59267.585938
Entering ConstructFrom: 
Trying to split cluster 1 (75701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75701 members 
Entering Unmasked Estep 
Score: -9471778.000000 Penalty: 2786.167480
	Iteration 0F: 2 clusters Score -9471778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -9421071.000000 Penalty: 5572.334961
	Iteration 0F: 3 clusters Score -9421071 nChanged 35549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -9441740.000000 Penalty: 5572.334961
	Iteration 1F: 3 clusters Score -9441740 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -9442970.000000 Penalty: 5572.334961
	Iteration 2Q: 3 clusters Score -9442970 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -9444781.000000 Penalty: 5572.334961
	Iteration 3F: 3 clusters Score -9444781 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -9447875.000000 Penalty: 5572.334961
	Iteration 4F: 3 clusters Score -9447875 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -9452426.000000 Penalty: 5572.334961
	Iteration 5F: 3 clusters Score -9452426 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -9458184.000000 Penalty: 5572.334961
	Iteration 6F: 3 clusters Score -9458184 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -9463785.000000 Penalty: 5572.334961
	Iteration 7F: 3 clusters Score -9463785 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56281 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -9467921.000000 Penalty: 5572.334961
	Iteration 8F: 3 clusters Score -9467921 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -9470427.000000 Penalty: 5572.334961
	Iteration 9Q: 3 clusters Score -9470427 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56904 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -9471839.000000 Penalty: 5572.334961
	Iteration 10Q: 3 clusters Score -9471839 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56983 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -9472743.000000 Penalty: 5572.334961
	Iteration 11Q: 3 clusters Score -9472743 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57160 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -9473265.000000 Penalty: 5572.334961
	Iteration 12Q: 3 clusters Score -9473265 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -9473491.000000 Penalty: 5572.334961
	Iteration 13Q: 3 clusters Score -9473491 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -9473577.000000 Penalty: 5572.334961
	Iteration 14Q: 3 clusters Score -9473577 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57423 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -9473656.000000 Penalty: 5572.334961
	Iteration 15Q: 3 clusters Score -9473656 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57476 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -9473673.000000 Penalty: 5572.334961
	Iteration 16Q: 3 clusters Score -9473673 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -9473672.000000 Penalty: 5572.334961
	Iteration 17Q: 3 clusters Score -9473672 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57578 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -9473696.000000 Penalty: 5572.334961
	Iteration 18Q: 3 clusters Score -9473696 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -9473698.000000 Penalty: 5572.334961
	Iteration 19Q: 3 clusters Score -9473698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -9473720.000000 Penalty: 5572.334961
	Iteration 20F: 3 clusters Score -9473720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57665 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -9473729.000000 Penalty: 5572.334961
	Iteration 21Q: 3 clusters Score -9473729 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57683 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -9473733.000000 Penalty: 5572.334961
	Iteration 22Q: 3 clusters Score -9473733 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57696 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -9473725.000000 Penalty: 5572.334961
	Iteration 23Q: 3 clusters Score -9473725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -9473716.000000 Penalty: 5572.334961
	Iteration 24Q: 3 clusters Score -9473716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -9473731.000000 Penalty: 5572.334961
	Iteration 25Q: 3 clusters Score -9473731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57726 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -9473710.000000 Penalty: 5572.334961
	Iteration 26Q: 3 clusters Score -9473710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -9473708.000000 Penalty: 5572.334961
	Iteration 27Q: 3 clusters Score -9473708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57737 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -9473710.000000 Penalty: 5572.334961
	Iteration 28Q: 3 clusters Score -9473710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -9473701.000000 Penalty: 5572.334961
	Iteration 29Q: 3 clusters Score -9473701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57750 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -9473691.000000 Penalty: 5572.334961
	Iteration 30Q: 3 clusters Score -9473691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -9473703.000000 Penalty: 5572.334961
	Iteration 31Q: 3 clusters Score -9473703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -9473704.000000 Penalty: 5572.334961
	Iteration 32Q: 3 clusters Score -9473704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -9473700.000000 Penalty: 5572.334961
	Iteration 33Q: 3 clusters Score -9473700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -9473697.000000 Penalty: 5572.334961
	Iteration 34Q: 3 clusters Score -9473697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -9473704.000000 Penalty: 5572.334961
	Iteration 35Q: 3 clusters Score -9473704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57775 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -9473698.000000 Penalty: 5572.334961
	Iteration 36Q: 3 clusters Score -9473698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -9473698.000000 Penalty: 5572.334961
	Iteration 37Q: 3 clusters Score -9473698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -9473704.000000 Penalty: 5572.334961
	Iteration 38Q: 3 clusters Score -9473704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -9473709.000000 Penalty: 5572.334961
	Iteration 39Q: 3 clusters Score -9473709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -9473695.000000 Penalty: 5572.334961
	Iteration 40F: 3 clusters Score -9473695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -9473694.000000 Penalty: 5572.334961
	Iteration 41Q: 3 clusters Score -9473694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -9473700.000000 Penalty: 5572.334961
	Iteration 42Q: 3 clusters Score -9473700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -9473700.000000 Penalty: 5572.334961
	Iteration 43F: 3 clusters Score -9473700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 2861 members 
Mstep: Class 3 contains 60109 members 
Mstep: Class 4 contains 31748 members 
Mstep: Class 5 contains 33998 members 
Mstep: Class 6 contains 207943 members 
Mstep: Class 7 contains 17916 members 
Mstep: Class 10 contains 11085 members 
Mstep: Class 11 contains 15940 members 
Mstep: Class 12 contains 87199 members 
Mstep: Class 14 contains 68089 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 122945 members 
Mstep: Class 17 contains 202199 members 
Mstep: Class 18 contains 26130 members 
Mstep: Class 20 contains 310958 members 
Mstep: Class 22 contains 8268 members 
Mstep: Class 24 contains 2513 members 
Entering Unmasked Estep 
Score: -154482384.000000 Penalty: 62753.914062
Splitting cluster 1 changes total score from -154482032.000000 to -154482384.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 2 (2861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Entering Unmasked Estep 
Score: -301188.062500 Penalty: 1973.813843
	Iteration 0F: 2 clusters Score -301188.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -298292.468750 Penalty: 3947.627686
	Iteration 0F: 3 clusters Score -298292.5 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -300667.718750 Penalty: 3947.627686
	Iteration 1F: 3 clusters Score -300667.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -304016.312500 Penalty: 3947.627686
	Iteration 2F: 3 clusters Score -304016.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -307197.093750 Penalty: 3947.627686
	Iteration 3F: 3 clusters Score -307197.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -307865.593750 Penalty: 3947.627686
	Iteration 4Q: 3 clusters Score -307865.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -308318.750000 Penalty: 3947.627686
	Iteration 5Q: 3 clusters Score -308318.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -308448.343750 Penalty: 3947.627686
	Iteration 6Q: 3 clusters Score -308448.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -308572.062500 Penalty: 3947.627686
	Iteration 7Q: 3 clusters Score -308572.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -308724.937500 Penalty: 3947.627686
	Iteration 8Q: 3 clusters Score -308724.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -308874.437500 Penalty: 3947.627686
	Iteration 9Q: 3 clusters Score -308874.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -308973.250000 Penalty: 3947.627686
	Iteration 10Q: 3 clusters Score -308973.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -309020.437500 Penalty: 3947.627686
	Iteration 11Q: 3 clusters Score -309020.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -309043.687500 Penalty: 3947.627686
	Iteration 12Q: 3 clusters Score -309043.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -309056.187500 Penalty: 3947.627686
	Iteration 13Q: 3 clusters Score -309056.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -309064.218750 Penalty: 3947.627686
	Iteration 14Q: 3 clusters Score -309064.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -309068.218750 Penalty: 3947.627686
	Iteration 15Q: 3 clusters Score -309068.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -309075.218750 Penalty: 3947.627686
	Iteration 16Q: 3 clusters Score -309075.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -309081.500000 Penalty: 3947.627686
	Iteration 17Q: 3 clusters Score -309081.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -309090.187500 Penalty: 3947.627686
	Iteration 18Q: 3 clusters Score -309090.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -309096.468750 Penalty: 3947.627686
	Iteration 19Q: 3 clusters Score -309096.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -309203.906250 Penalty: 3947.627686
	Iteration 20F: 3 clusters Score -309203.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -309273.000000 Penalty: 3947.627686
	Iteration 21Q: 3 clusters Score -309273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -309334.781250 Penalty: 3947.627686
	Iteration 22Q: 3 clusters Score -309334.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -309512.937500 Penalty: 3947.627686
	Iteration 23Q: 3 clusters Score -309512.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -309809.406250 Penalty: 3947.627686
	Iteration 24Q: 3 clusters Score -309809.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -310061.343750 Penalty: 3947.627686
	Iteration 25Q: 3 clusters Score -310061.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -310189.218750 Penalty: 3947.627686
	Iteration 26Q: 3 clusters Score -310189.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -310257.250000 Penalty: 3947.627686
	Iteration 27Q: 3 clusters Score -310257.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -310346.062500 Penalty: 3947.627686
	Iteration 28Q: 3 clusters Score -310346.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -310491.437500 Penalty: 3947.627686
	Iteration 29Q: 3 clusters Score -310491.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -310564.750000 Penalty: 3947.627686
	Iteration 30Q: 3 clusters Score -310564.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -310570.687500 Penalty: 3947.627686
	Iteration 31Q: 3 clusters Score -310570.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -310571.343750 Penalty: 3947.627686
	Iteration 32Q: 3 clusters Score -310571.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -310571.343750 Penalty: 3947.627686
	Iteration 33F: 3 clusters Score -310571.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 2042 members 
Mstep: Class 3 contains 60109 members 
Mstep: Class 4 contains 31748 members 
Mstep: Class 5 contains 33998 members 
Mstep: Class 6 contains 207943 members 
Mstep: Class 7 contains 17916 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 10 contains 11085 members 
Mstep: Class 11 contains 15940 members 
Mstep: Class 12 contains 87199 members 
Mstep: Class 14 contains 68089 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 122945 members 
Mstep: Class 17 contains 202199 members 
Mstep: Class 18 contains 26130 members 
Mstep: Class 20 contains 310958 members 
Mstep: Class 22 contains 8268 members 
Mstep: Class 24 contains 2513 members 
Entering Unmasked Estep 
Score: -154490480.000000 Penalty: 66240.242188
Splitting cluster 2 changes total score from -154482032.000000 to -154490480.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 3 (60109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Entering Unmasked Estep 
Score: -7287453.500000 Penalty: 2728.970947
	Iteration 0F: 2 clusters Score -7287454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -7247088.000000 Penalty: 5457.941895
	Iteration 0F: 3 clusters Score -7247088 nChanged 28108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -7262887.500000 Penalty: 5457.941895
	Iteration 1F: 3 clusters Score -7262888 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -7263841.500000 Penalty: 5457.941895
	Iteration 2Q: 3 clusters Score -7263842 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -7265166.500000 Penalty: 5457.941895
	Iteration 3Q: 3 clusters Score -7265166 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -7266927.500000 Penalty: 5457.941895
	Iteration 4F: 3 clusters Score -7266928 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -7269152.500000 Penalty: 5457.941895
	Iteration 5F: 3 clusters Score -7269152 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -7271427.500000 Penalty: 5457.941895
	Iteration 6F: 3 clusters Score -7271428 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -7273451.000000 Penalty: 5457.941895
	Iteration 7F: 3 clusters Score -7273451 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -7275149.500000 Penalty: 5457.941895
	Iteration 8F: 3 clusters Score -7275150 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -7276635.500000 Penalty: 5457.941895
	Iteration 9Q: 3 clusters Score -7276636 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -7277852.000000 Penalty: 5457.941895
	Iteration 10Q: 3 clusters Score -7277852 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -7278897.000000 Penalty: 5457.941895
	Iteration 11Q: 3 clusters Score -7278897 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -7279673.000000 Penalty: 5457.941895
	Iteration 12Q: 3 clusters Score -7279673 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 46462 members 
Entering Unmasked Estep 
Score: -7280347.000000 Penalty: 5457.941895
	Iteration 13Q: 3 clusters Score -7280347 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -7280978.500000 Penalty: 5457.941895
	Iteration 14Q: 3 clusters Score -7280978 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 48456 members 
Entering Unmasked Estep 
Score: -7281452.000000 Penalty: 5457.941895
	Iteration 15Q: 3 clusters Score -7281452 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -7281855.000000 Penalty: 5457.941895
	Iteration 16Q: 3 clusters Score -7281855 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -7282238.500000 Penalty: 5457.941895
	Iteration 17Q: 3 clusters Score -7282238 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -7282579.500000 Penalty: 5457.941895
	Iteration 18Q: 3 clusters Score -7282580 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 51563 members 
Entering Unmasked Estep 
Score: -7282828.500000 Penalty: 5457.941895
	Iteration 19Q: 3 clusters Score -7282828 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -7283137.500000 Penalty: 5457.941895
	Iteration 20F: 3 clusters Score -7283138 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -7283468.000000 Penalty: 5457.941895
	Iteration 21Q: 3 clusters Score -7283468 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 53155 members 
Entering Unmasked Estep 
Score: -7283698.000000 Penalty: 5457.941895
	Iteration 22Q: 3 clusters Score -7283698 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -7283955.500000 Penalty: 5457.941895
	Iteration 23Q: 3 clusters Score -7283956 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -7284187.500000 Penalty: 5457.941895
	Iteration 24Q: 3 clusters Score -7284188 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 54126 members 
Entering Unmasked Estep 
Score: -7284462.000000 Penalty: 5457.941895
	Iteration 25Q: 3 clusters Score -7284462 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -7284720.500000 Penalty: 5457.941895
	Iteration 26Q: 3 clusters Score -7284720 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 54403 members 
Entering Unmasked Estep 
Score: -7284888.500000 Penalty: 5457.941895
	Iteration 27Q: 3 clusters Score -7284888 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -7285107.000000 Penalty: 5457.941895
	Iteration 28Q: 3 clusters Score -7285107 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -7285272.500000 Penalty: 5457.941895
	Iteration 29Q: 3 clusters Score -7285272 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -7285424.000000 Penalty: 5457.941895
	Iteration 30Q: 3 clusters Score -7285424 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -7285572.500000 Penalty: 5457.941895
	Iteration 31Q: 3 clusters Score -7285572 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
Score: -7285692.500000 Penalty: 5457.941895
	Iteration 32Q: 3 clusters Score -7285692 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -7285771.500000 Penalty: 5457.941895
	Iteration 33Q: 3 clusters Score -7285772 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 54507 members 
Entering Unmasked Estep 
Score: -7285804.000000 Penalty: 5457.941895
	Iteration 34Q: 3 clusters Score -7285804 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -7285889.000000 Penalty: 5457.941895
	Iteration 35Q: 3 clusters Score -7285889 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -7285943.000000 Penalty: 5457.941895
	Iteration 36Q: 3 clusters Score -7285943 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -7285968.000000 Penalty: 5457.941895
	Iteration 37Q: 3 clusters Score -7285968 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -7285996.000000 Penalty: 5457.941895
	Iteration 38Q: 3 clusters Score -7285996 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -7286036.000000 Penalty: 5457.941895
	Iteration 39Q: 3 clusters Score -7286036 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 54229 members 
Entering Unmasked Estep 
Score: -7286132.500000 Penalty: 5457.941895
	Iteration 40F: 3 clusters Score -7286132 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 54103 members 
Entering Unmasked Estep 
Score: -7286197.500000 Penalty: 5457.941895
	Iteration 41Q: 3 clusters Score -7286198 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -7286230.500000 Penalty: 5457.941895
	Iteration 42Q: 3 clusters Score -7286230 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 53850 members 
Entering Unmasked Estep 
Score: -7286270.000000 Penalty: 5457.941895
	Iteration 43Q: 3 clusters Score -7286270 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -7286284.000000 Penalty: 5457.941895
	Iteration 44Q: 3 clusters Score -7286284 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -7286313.500000 Penalty: 5457.941895
	Iteration 45Q: 3 clusters Score -7286314 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -7286344.500000 Penalty: 5457.941895
	Iteration 46Q: 3 clusters Score -7286344 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -7286389.500000 Penalty: 5457.941895
	Iteration 47Q: 3 clusters Score -7286390 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 53282 members 
Entering Unmasked Estep 
Score: -7286448.000000 Penalty: 5457.941895
	Iteration 48Q: 3 clusters Score -7286448 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -7286491.500000 Penalty: 5457.941895
	Iteration 49Q: 3 clusters Score -7286492 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -7286543.000000 Penalty: 5457.941895
	Iteration 50Q: 3 clusters Score -7286543 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -7286577.000000 Penalty: 5457.941895
	Iteration 51Q: 3 clusters Score -7286577 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -7286623.000000 Penalty: 5457.941895
	Iteration 52Q: 3 clusters Score -7286623 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 52359 members 
Entering Unmasked Estep 
Score: -7286662.000000 Penalty: 5457.941895
	Iteration 53Q: 3 clusters Score -7286662 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -7286686.500000 Penalty: 5457.941895
	Iteration 54Q: 3 clusters Score -7286686 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -7286729.000000 Penalty: 5457.941895
	Iteration 55Q: 3 clusters Score -7286729 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -7286758.000000 Penalty: 5457.941895
	Iteration 56Q: 3 clusters Score -7286758 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -7286815.000000 Penalty: 5457.941895
	Iteration 57Q: 3 clusters Score -7286815 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -7286843.000000 Penalty: 5457.941895
	Iteration 58Q: 3 clusters Score -7286843 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -7286863.000000 Penalty: 5457.941895
	Iteration 59Q: 3 clusters Score -7286863 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -7286913.000000 Penalty: 5457.941895
	Iteration 60F: 3 clusters Score -7286913 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -7286915.000000 Penalty: 5457.941895
	Iteration 61Q: 3 clusters Score -7286915 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -7286921.500000 Penalty: 5457.941895
	Iteration 62Q: 3 clusters Score -7286922 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 50566 members 
Entering Unmasked Estep 
Score: -7286942.500000 Penalty: 5457.941895
	Iteration 63Q: 3 clusters Score -7286942 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -7286944.000000 Penalty: 5457.941895
	Iteration 64Q: 3 clusters Score -7286944 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -7286988.000000 Penalty: 5457.941895
	Iteration 65Q: 3 clusters Score -7286988 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -7287028.000000 Penalty: 5457.941895
	Iteration 66Q: 3 clusters Score -7287028 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -7287030.500000 Penalty: 5457.941895
	Iteration 67Q: 3 clusters Score -7287030 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -7287049.000000 Penalty: 5457.941895
	Iteration 68Q: 3 clusters Score -7287049 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -7287062.000000 Penalty: 5457.941895
	Iteration 69Q: 3 clusters Score -7287062 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -7287090.500000 Penalty: 5457.941895
	Iteration 70Q: 3 clusters Score -7287090 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -7287083.000000 Penalty: 5457.941895
	Iteration 71Q: 3 clusters Score -7287083 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -7287081.000000 Penalty: 5457.941895
	Iteration 72Q: 3 clusters Score -7287081 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -7287073.000000 Penalty: 5457.941895
	Iteration 73Q: 3 clusters Score -7287073 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -7287085.500000 Penalty: 5457.941895
	Iteration 74Q: 3 clusters Score -7287086 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -7287099.500000 Penalty: 5457.941895
	Iteration 75Q: 3 clusters Score -7287100 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -7287117.500000 Penalty: 5457.941895
	Iteration 76Q: 3 clusters Score -7287118 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -7287136.500000 Penalty: 5457.941895
	Iteration 77Q: 3 clusters Score -7287136 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -7287156.000000 Penalty: 5457.941895
	Iteration 78Q: 3 clusters Score -7287156 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -7287168.000000 Penalty: 5457.941895
	Iteration 79Q: 3 clusters Score -7287168 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -7287179.500000 Penalty: 5457.941895
	Iteration 80F: 3 clusters Score -7287180 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -7287183.000000 Penalty: 5457.941895
	Iteration 81Q: 3 clusters Score -7287183 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -7287213.000000 Penalty: 5457.941895
	Iteration 82Q: 3 clusters Score -7287213 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -7287241.000000 Penalty: 5457.941895
	Iteration 83Q: 3 clusters Score -7287241 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -7287246.000000 Penalty: 5457.941895
	Iteration 84Q: 3 clusters Score -7287246 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -7287286.000000 Penalty: 5457.941895
	Iteration 85Q: 3 clusters Score -7287286 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -7287280.000000 Penalty: 5457.941895
	Iteration 86Q: 3 clusters Score -7287280 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -7287287.500000 Penalty: 5457.941895
	Iteration 87Q: 3 clusters Score -7287288 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -7287294.500000 Penalty: 5457.941895
	Iteration 88Q: 3 clusters Score -7287294 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -7287315.500000 Penalty: 5457.941895
	Iteration 89Q: 3 clusters Score -7287316 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -7287309.000000 Penalty: 5457.941895
	Iteration 90Q: 3 clusters Score -7287309 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -7287327.000000 Penalty: 5457.941895
	Iteration 91Q: 3 clusters Score -7287327 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -7287325.000000 Penalty: 5457.941895
	Iteration 92Q: 3 clusters Score -7287325 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -7287348.500000 Penalty: 5457.941895
	Iteration 93Q: 3 clusters Score -7287348 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -7287370.500000 Penalty: 5457.941895
	Iteration 94Q: 3 clusters Score -7287370 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -7287381.000000 Penalty: 5457.941895
	Iteration 95Q: 3 clusters Score -7287381 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -7287390.000000 Penalty: 5457.941895
	Iteration 96Q: 3 clusters Score -7287390 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 46649 members 
Entering Unmasked Estep 
Score: -7287391.000000 Penalty: 5457.941895
	Iteration 97Q: 3 clusters Score -7287391 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -7287391.500000 Penalty: 5457.941895
	Iteration 98Q: 3 clusters Score -7287392 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -7287389.500000 Penalty: 5457.941895
	Iteration 99Q: 3 clusters Score -7287390 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -7287382.000000 Penalty: 5457.941895
	Iteration 100F: 3 clusters Score -7287382 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -7287397.500000 Penalty: 5457.941895
	Iteration 101Q: 3 clusters Score -7287398 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -7287413.000000 Penalty: 5457.941895
	Iteration 102Q: 3 clusters Score -7287413 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -7287410.500000 Penalty: 5457.941895
	Iteration 103Q: 3 clusters Score -7287410 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -7287435.000000 Penalty: 5457.941895
	Iteration 104Q: 3 clusters Score -7287435 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -7287442.500000 Penalty: 5457.941895
	Iteration 105Q: 3 clusters Score -7287442 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -7287451.500000 Penalty: 5457.941895
	Iteration 106Q: 3 clusters Score -7287452 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -7287456.000000 Penalty: 5457.941895
	Iteration 107Q: 3 clusters Score -7287456 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -7287445.500000 Penalty: 5457.941895
	Iteration 108Q: 3 clusters Score -7287446 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -7287458.500000 Penalty: 5457.941895
	Iteration 109Q: 3 clusters Score -7287458 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -7287478.500000 Penalty: 5457.941895
	Iteration 110Q: 3 clusters Score -7287478 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -7287474.000000 Penalty: 5457.941895
	Iteration 111Q: 3 clusters Score -7287474 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -7287471.500000 Penalty: 5457.941895
	Iteration 112Q: 3 clusters Score -7287472 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -7287479.000000 Penalty: 5457.941895
	Iteration 113Q: 3 clusters Score -7287479 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -7287473.500000 Penalty: 5457.941895
	Iteration 114Q: 3 clusters Score -7287474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -7287478.000000 Penalty: 5457.941895
	Iteration 115Q: 3 clusters Score -7287478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -7287480.000000 Penalty: 5457.941895
	Iteration 116Q: 3 clusters Score -7287480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -7287491.000000 Penalty: 5457.941895
	Iteration 117Q: 3 clusters Score -7287491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -7287489.000000 Penalty: 5457.941895
	Iteration 118Q: 3 clusters Score -7287489 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -7287489.500000 Penalty: 5457.941895
	Iteration 119Q: 3 clusters Score -7287490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -7287493.500000 Penalty: 5457.941895
	Iteration 120F: 3 clusters Score -7287494 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -7287490.000000 Penalty: 5457.941895
	Iteration 121Q: 3 clusters Score -7287490 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -7287486.500000 Penalty: 5457.941895
	Iteration 122Q: 3 clusters Score -7287486 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -7287494.000000 Penalty: 5457.941895
	Iteration 123Q: 3 clusters Score -7287494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -7287503.500000 Penalty: 5457.941895
	Iteration 124Q: 3 clusters Score -7287504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -7287518.000000 Penalty: 5457.941895
	Iteration 125Q: 3 clusters Score -7287518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -7287506.000000 Penalty: 5457.941895
	Iteration 126Q: 3 clusters Score -7287506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -7287499.500000 Penalty: 5457.941895
	Iteration 127Q: 3 clusters Score -7287500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -7287507.500000 Penalty: 5457.941895
	Iteration 128Q: 3 clusters Score -7287508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -7287507.500000 Penalty: 5457.941895
	Iteration 129Q: 3 clusters Score -7287508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -7287493.500000 Penalty: 5457.941895
	Iteration 130Q: 3 clusters Score -7287494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -7287497.500000 Penalty: 5457.941895
	Iteration 131Q: 3 clusters Score -7287498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -7287511.500000 Penalty: 5457.941895
	Iteration 132Q: 3 clusters Score -7287512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -7287504.000000 Penalty: 5457.941895
	Iteration 133Q: 3 clusters Score -7287504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -7287515.500000 Penalty: 5457.941895
	Iteration 134Q: 3 clusters Score -7287516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -7287509.500000 Penalty: 5457.941895
	Iteration 135Q: 3 clusters Score -7287510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -7287509.500000 Penalty: 5457.941895
	Iteration 136Q: 3 clusters Score -7287510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -7287508.000000 Penalty: 5457.941895
	Iteration 137Q: 3 clusters Score -7287508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -7287507.500000 Penalty: 5457.941895
	Iteration 138Q: 3 clusters Score -7287508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -7287509.500000 Penalty: 5457.941895
	Iteration 139Q: 3 clusters Score -7287510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -7287508.000000 Penalty: 5457.941895
	Iteration 140F: 3 clusters Score -7287508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -7287507.500000 Penalty: 5457.941895
	Iteration 141Q: 3 clusters Score -7287508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -7287521.500000 Penalty: 5457.941895
	Iteration 142Q: 3 clusters Score -7287522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -7287517.500000 Penalty: 5457.941895
	Iteration 143Q: 3 clusters Score -7287518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -7287512.000000 Penalty: 5457.941895
	Iteration 144Q: 3 clusters Score -7287512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -7287517.000000 Penalty: 5457.941895
	Iteration 145Q: 3 clusters Score -7287517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -7287512.000000 Penalty: 5457.941895
	Iteration 146Q: 3 clusters Score -7287512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -7287508.500000 Penalty: 5457.941895
	Iteration 147Q: 3 clusters Score -7287508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -7287515.500000 Penalty: 5457.941895
	Iteration 148Q: 3 clusters Score -7287516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -7287517.000000 Penalty: 5457.941895
	Iteration 149Q: 3 clusters Score -7287517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -7287518.500000 Penalty: 5457.941895
	Iteration 150Q: 3 clusters Score -7287518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -7287512.000000 Penalty: 5457.941895
	Iteration 151Q: 3 clusters Score -7287512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -7287512.000000 Penalty: 5457.941895
	Iteration 152Q: 3 clusters Score -7287512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -7287516.500000 Penalty: 5457.941895
	Iteration 153Q: 3 clusters Score -7287516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -7287516.000000 Penalty: 5457.941895
	Iteration 154Q: 3 clusters Score -7287516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -7287507.000000 Penalty: 5457.941895
	Iteration 155Q: 3 clusters Score -7287507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -7287514.000000 Penalty: 5457.941895
	Iteration 156Q: 3 clusters Score -7287514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -7287515.000000 Penalty: 5457.941895
	Iteration 157Q: 3 clusters Score -7287515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -7287504.000000 Penalty: 5457.941895
	Iteration 158Q: 3 clusters Score -7287504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -7287508.000000 Penalty: 5457.941895
	Iteration 159Q: 3 clusters Score -7287508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -7287506.000000 Penalty: 5457.941895
	Iteration 160F: 3 clusters Score -7287506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 2042 members 
Mstep: Class 3 contains 15710 members 
Mstep: Class 4 contains 31748 members 
Mstep: Class 5 contains 33998 members 
Mstep: Class 6 contains 207943 members 
Mstep: Class 7 contains 17916 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 44399 members 
Mstep: Class 10 contains 11085 members 
Mstep: Class 11 contains 15940 members 
Mstep: Class 12 contains 87199 members 
Mstep: Class 14 contains 68089 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 122945 members 
Mstep: Class 17 contains 202199 members 
Mstep: Class 18 contains 26130 members 
Mstep: Class 20 contains 310958 members 
Mstep: Class 22 contains 8268 members 
Mstep: Class 24 contains 2513 members 
Entering Unmasked Estep 
Score: -154489552.000000 Penalty: 69726.570312
Splitting cluster 3 changes total score from -154482032.000000 to -154489552.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 4 (31748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Entering Unmasked Estep 
Score: -3629124.000000 Penalty: 2570.665039
	Iteration 0F: 2 clusters Score -3629124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -3607275.500000 Penalty: 5141.330078
	Iteration 0F: 3 clusters Score -3607276 nChanged 14393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -3615712.250000 Penalty: 5141.330078
	Iteration 1F: 3 clusters Score -3615712 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -3616998.000000 Penalty: 5141.330078
	Iteration 2F: 3 clusters Score -3616998 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -3618732.000000 Penalty: 5141.330078
	Iteration 3F: 3 clusters Score -3618732 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -3620976.000000 Penalty: 5141.330078
	Iteration 4F: 3 clusters Score -3620976 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3623401.000000 Penalty: 5141.330078
	Iteration 5F: 3 clusters Score -3623401 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -3625552.750000 Penalty: 5141.330078
	Iteration 6F: 3 clusters Score -3625553 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -3627143.000000 Penalty: 5141.330078
	Iteration 7F: 3 clusters Score -3627143 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -3628108.500000 Penalty: 5141.330078
	Iteration 8F: 3 clusters Score -3628108 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -3628631.000000 Penalty: 5141.330078
	Iteration 9Q: 3 clusters Score -3628631 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -3628874.000000 Penalty: 5141.330078
	Iteration 10Q: 3 clusters Score -3628874 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -3629025.000000 Penalty: 5141.330078
	Iteration 11Q: 3 clusters Score -3629025 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -3629089.000000 Penalty: 5141.330078
	Iteration 12Q: 3 clusters Score -3629089 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -3629136.750000 Penalty: 5141.330078
	Iteration 13Q: 3 clusters Score -3629137 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3629168.000000 Penalty: 5141.330078
	Iteration 14Q: 3 clusters Score -3629168 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -3629229.250000 Penalty: 5141.330078
	Iteration 15Q: 3 clusters Score -3629229 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -3629278.250000 Penalty: 5141.330078
	Iteration 16Q: 3 clusters Score -3629278 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3629304.500000 Penalty: 5141.330078
	Iteration 17Q: 3 clusters Score -3629304 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3629343.500000 Penalty: 5141.330078
	Iteration 18Q: 3 clusters Score -3629344 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -3629375.000000 Penalty: 5141.330078
	Iteration 19Q: 3 clusters Score -3629375 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -3629413.500000 Penalty: 5141.330078
	Iteration 20F: 3 clusters Score -3629414 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3629466.500000 Penalty: 5141.330078
	Iteration 21Q: 3 clusters Score -3629466 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -3629516.500000 Penalty: 5141.330078
	Iteration 22Q: 3 clusters Score -3629516 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -3629589.250000 Penalty: 5141.330078
	Iteration 23Q: 3 clusters Score -3629589 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -3629629.500000 Penalty: 5141.330078
	Iteration 24Q: 3 clusters Score -3629630 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3629650.500000 Penalty: 5141.330078
	Iteration 25Q: 3 clusters Score -3629650 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3629669.500000 Penalty: 5141.330078
	Iteration 26Q: 3 clusters Score -3629670 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -3629681.250000 Penalty: 5141.330078
	Iteration 27Q: 3 clusters Score -3629681 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -3629687.500000 Penalty: 5141.330078
	Iteration 28Q: 3 clusters Score -3629688 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -3629705.750000 Penalty: 5141.330078
	Iteration 29Q: 3 clusters Score -3629706 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3629717.750000 Penalty: 5141.330078
	Iteration 30Q: 3 clusters Score -3629718 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3629735.750000 Penalty: 5141.330078
	Iteration 31Q: 3 clusters Score -3629736 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -3629735.000000 Penalty: 5141.330078
	Iteration 32Q: 3 clusters Score -3629735 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -3629755.000000 Penalty: 5141.330078
	Iteration 33Q: 3 clusters Score -3629755 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -3629761.250000 Penalty: 5141.330078
	Iteration 34Q: 3 clusters Score -3629761 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3629777.500000 Penalty: 5141.330078
	Iteration 35Q: 3 clusters Score -3629778 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -3629780.750000 Penalty: 5141.330078
	Iteration 36Q: 3 clusters Score -3629781 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3629786.750000 Penalty: 5141.330078
	Iteration 37Q: 3 clusters Score -3629787 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -3629792.000000 Penalty: 5141.330078
	Iteration 38Q: 3 clusters Score -3629792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -3629792.000000 Penalty: 5141.330078
	Iteration 39Q: 3 clusters Score -3629792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -3629807.500000 Penalty: 5141.330078
	Iteration 40F: 3 clusters Score -3629808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -3629810.250000 Penalty: 5141.330078
	Iteration 41Q: 3 clusters Score -3629810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3629808.500000 Penalty: 5141.330078
	Iteration 42Q: 3 clusters Score -3629808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -3629798.750000 Penalty: 5141.330078
	Iteration 43Q: 3 clusters Score -3629799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -3629797.750000 Penalty: 5141.330078
	Iteration 44Q: 3 clusters Score -3629798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3629807.000000 Penalty: 5141.330078
	Iteration 45Q: 3 clusters Score -3629807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -3629804.000000 Penalty: 5141.330078
	Iteration 46Q: 3 clusters Score -3629804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3629814.500000 Penalty: 5141.330078
	Iteration 47Q: 3 clusters Score -3629814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -3629815.000000 Penalty: 5141.330078
	Iteration 48Q: 3 clusters Score -3629815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -3629812.000000 Penalty: 5141.330078
	Iteration 49Q: 3 clusters Score -3629812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -3629815.000000 Penalty: 5141.330078
	Iteration 50Q: 3 clusters Score -3629815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -3629814.250000 Penalty: 5141.330078
	Iteration 51Q: 3 clusters Score -3629814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -3629815.750000 Penalty: 5141.330078
	Iteration 52Q: 3 clusters Score -3629816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -3629818.000000 Penalty: 5141.330078
	Iteration 53Q: 3 clusters Score -3629818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3629819.250000 Penalty: 5141.330078
	Iteration 54Q: 3 clusters Score -3629819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -3629817.500000 Penalty: 5141.330078
	Iteration 55Q: 3 clusters Score -3629818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -3629820.250000 Penalty: 5141.330078
	Iteration 56Q: 3 clusters Score -3629820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3629819.250000 Penalty: 5141.330078
	Iteration 57Q: 3 clusters Score -3629819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3629817.000000 Penalty: 5141.330078
	Iteration 58Q: 3 clusters Score -3629817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3629817.000000 Penalty: 5141.330078
	Iteration 59F: 3 clusters Score -3629817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 2042 members 
Mstep: Class 3 contains 15710 members 
Mstep: Class 4 contains 18987 members 
Mstep: Class 5 contains 33998 members 
Mstep: Class 6 contains 207943 members 
Mstep: Class 7 contains 17916 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 44399 members 
Mstep: Class 10 contains 11085 members 
Mstep: Class 11 contains 15940 members 
Mstep: Class 12 contains 87199 members 
Mstep: Class 13 contains 12761 members 
Mstep: Class 14 contains 68089 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 122945 members 
Mstep: Class 17 contains 202199 members 
Mstep: Class 18 contains 26130 members 
Mstep: Class 20 contains 310958 members 
Mstep: Class 22 contains 8268 members 
Mstep: Class 24 contains 2513 members 
Entering Unmasked Estep 
Score: -154489520.000000 Penalty: 73212.898438
Splitting cluster 4 changes total score from -154482032.000000 to -154489520.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 5 (33998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Entering Unmasked Estep 
Score: -4293869.500000 Penalty: 2587.646240
	Iteration 0F: 2 clusters Score -4293870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -4270684.000000 Penalty: 5175.292480
	Iteration 0F: 3 clusters Score -4270684 nChanged 15374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -4279036.000000 Penalty: 5175.292480
	Iteration 1F: 3 clusters Score -4279036 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -4279548.000000 Penalty: 5175.292480
	Iteration 2Q: 3 clusters Score -4279548 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -4280028.000000 Penalty: 5175.292480
	Iteration 3Q: 3 clusters Score -4280028 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -4280499.000000 Penalty: 5175.292480
	Iteration 4Q: 3 clusters Score -4280499 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -4280900.000000 Penalty: 5175.292480
	Iteration 5Q: 3 clusters Score -4280900 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -4281302.500000 Penalty: 5175.292480
	Iteration 6Q: 3 clusters Score -4281302 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -4281661.500000 Penalty: 5175.292480
	Iteration 7Q: 3 clusters Score -4281662 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -4281951.000000 Penalty: 5175.292480
	Iteration 8Q: 3 clusters Score -4281951 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -4282282.000000 Penalty: 5175.292480
	Iteration 9Q: 3 clusters Score -4282282 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -4282643.500000 Penalty: 5175.292480
	Iteration 10Q: 3 clusters Score -4282644 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -4283111.500000 Penalty: 5175.292480
	Iteration 11Q: 3 clusters Score -4283112 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -4283654.500000 Penalty: 5175.292480
	Iteration 12Q: 3 clusters Score -4283654 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -4284354.500000 Penalty: 5175.292480
	Iteration 13Q: 3 clusters Score -4284354 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -4285172.500000 Penalty: 5175.292480
	Iteration 14Q: 3 clusters Score -4285172 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -4286132.000000 Penalty: 5175.292480
	Iteration 15Q: 3 clusters Score -4286132 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -4287012.000000 Penalty: 5175.292480
	Iteration 16Q: 3 clusters Score -4287012 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -4287770.000000 Penalty: 5175.292480
	Iteration 17Q: 3 clusters Score -4287770 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -4288315.000000 Penalty: 5175.292480
	Iteration 18Q: 3 clusters Score -4288315 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -4288865.000000 Penalty: 5175.292480
	Iteration 19Q: 3 clusters Score -4288865 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -4289344.000000 Penalty: 5175.292480
	Iteration 20F: 3 clusters Score -4289344 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -4289809.500000 Penalty: 5175.292480
	Iteration 21Q: 3 clusters Score -4289810 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -4290286.000000 Penalty: 5175.292480
	Iteration 22Q: 3 clusters Score -4290286 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -4290707.000000 Penalty: 5175.292480
	Iteration 23Q: 3 clusters Score -4290707 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -4291083.000000 Penalty: 5175.292480
	Iteration 24Q: 3 clusters Score -4291083 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -4291416.000000 Penalty: 5175.292480
	Iteration 25Q: 3 clusters Score -4291416 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -4291702.000000 Penalty: 5175.292480
	Iteration 26Q: 3 clusters Score -4291702 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -4291880.500000 Penalty: 5175.292480
	Iteration 27Q: 3 clusters Score -4291880 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -4291972.500000 Penalty: 5175.292480
	Iteration 28Q: 3 clusters Score -4291972 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -4292037.500000 Penalty: 5175.292480
	Iteration 29Q: 3 clusters Score -4292038 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -4292080.500000 Penalty: 5175.292480
	Iteration 30Q: 3 clusters Score -4292080 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -4292111.000000 Penalty: 5175.292480
	Iteration 31Q: 3 clusters Score -4292111 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -4292138.500000 Penalty: 5175.292480
	Iteration 32Q: 3 clusters Score -4292138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -4292158.000000 Penalty: 5175.292480
	Iteration 33Q: 3 clusters Score -4292158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -4292169.500000 Penalty: 5175.292480
	Iteration 34Q: 3 clusters Score -4292170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -4292180.000000 Penalty: 5175.292480
	Iteration 35Q: 3 clusters Score -4292180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -4292180.500000 Penalty: 5175.292480
	Iteration 36Q: 3 clusters Score -4292180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -4292186.500000 Penalty: 5175.292480
	Iteration 37Q: 3 clusters Score -4292186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -4292189.000000 Penalty: 5175.292480
	Iteration 38Q: 3 clusters Score -4292189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -4292185.500000 Penalty: 5175.292480
	Iteration 39Q: 3 clusters Score -4292186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -4292196.500000 Penalty: 5175.292480
	Iteration 40F: 3 clusters Score -4292196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -4292199.500000 Penalty: 5175.292480
	Iteration 41Q: 3 clusters Score -4292200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -4292204.000000 Penalty: 5175.292480
	Iteration 42Q: 3 clusters Score -4292204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -4292211.500000 Penalty: 5175.292480
	Iteration 43Q: 3 clusters Score -4292212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -4292215.000000 Penalty: 5175.292480
	Iteration 44Q: 3 clusters Score -4292215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -4292214.000000 Penalty: 5175.292480
	Iteration 45Q: 3 clusters Score -4292214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -4292218.500000 Penalty: 5175.292480
	Iteration 46Q: 3 clusters Score -4292218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -4292218.000000 Penalty: 5175.292480
	Iteration 47Q: 3 clusters Score -4292218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -4292217.000000 Penalty: 5175.292480
	Iteration 48Q: 3 clusters Score -4292217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -4292224.500000 Penalty: 5175.292480
	Iteration 49Q: 3 clusters Score -4292224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -4292225.500000 Penalty: 5175.292480
	Iteration 50Q: 3 clusters Score -4292226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -4292226.500000 Penalty: 5175.292480
	Iteration 51Q: 3 clusters Score -4292226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -4292225.000000 Penalty: 5175.292480
	Iteration 52Q: 3 clusters Score -4292225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -4292225.000000 Penalty: 5175.292480
	Iteration 53F: 3 clusters Score -4292225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (207943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207943 members 
Entering Unmasked Estep 
Score: -26010068.000000 Penalty: 3036.764648
	Iteration 0F: 2 clusters Score -2.601007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103921 members 
Mstep: Class 2 contains 104022 members 
Entering Unmasked Estep 
Score: -25880420.000000 Penalty: 6073.529297
	Iteration 0F: 3 clusters Score -2.588042e+07 nChanged 100183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105148 members 
Mstep: Class 2 contains 102795 members 
Entering Unmasked Estep 
Score: -25939044.000000 Penalty: 6073.529297
	Iteration 1F: 3 clusters Score -2.593904e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106000 members 
Mstep: Class 2 contains 101943 members 
Entering Unmasked Estep 
Score: -25940132.000000 Penalty: 6073.529297
	Iteration 2Q: 3 clusters Score -2.594013e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107394 members 
Mstep: Class 2 contains 100549 members 
Entering Unmasked Estep 
Score: -25941488.000000 Penalty: 6073.529297
	Iteration 3Q: 3 clusters Score -2.594149e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109478 members 
Mstep: Class 2 contains 98465 members 
Entering Unmasked Estep 
Score: -25943404.000000 Penalty: 6073.529297
	Iteration 4Q: 3 clusters Score -2.59434e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112682 members 
Mstep: Class 2 contains 95261 members 
Entering Unmasked Estep 
Score: -25945936.000000 Penalty: 6073.529297
	Iteration 5Q: 3 clusters Score -2.594594e+07 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117237 members 
Mstep: Class 2 contains 90706 members 
Entering Unmasked Estep 
Score: -25948974.000000 Penalty: 6073.529297
	Iteration 6Q: 3 clusters Score -2.594897e+07 nChanged 10559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123652 members 
Mstep: Class 2 contains 84291 members 
Entering Unmasked Estep 
Score: -25954152.000000 Penalty: 6073.529297
	Iteration 7F: 3 clusters Score -2.595415e+07 nChanged 12147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131937 members 
Mstep: Class 2 contains 76006 members 
Entering Unmasked Estep 
Score: -25961616.000000 Penalty: 6073.529297
	Iteration 8F: 3 clusters Score -2.596162e+07 nChanged 13420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141599 members 
Mstep: Class 2 contains 66344 members 
Entering Unmasked Estep 
Score: -25971292.000000 Penalty: 6073.529297
	Iteration 9F: 3 clusters Score -2.597129e+07 nChanged 13514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151471 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -25982600.000000 Penalty: 6073.529297
	Iteration 10F: 3 clusters Score -2.59826e+07 nChanged 11969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160214 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -25991998.000000 Penalty: 6073.529297
	Iteration 11F: 3 clusters Score -2.5992e+07 nChanged 9564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167812 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -25998760.000000 Penalty: 6073.529297
	Iteration 12Q: 3 clusters Score -2.599876e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174663 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -26002960.000000 Penalty: 6073.529297
	Iteration 13Q: 3 clusters Score -2.600296e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180688 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -26005904.000000 Penalty: 6073.529297
	Iteration 14Q: 3 clusters Score -2.60059e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185797 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -26008024.000000 Penalty: 6073.529297
	Iteration 15Q: 3 clusters Score -2.600802e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189820 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -26009578.000000 Penalty: 6073.529297
	Iteration 16Q: 3 clusters Score -2.600958e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192804 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -26010544.000000 Penalty: 6073.529297
	Iteration 17Q: 3 clusters Score -2.601054e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195079 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -26011068.000000 Penalty: 6073.529297
	Iteration 18Q: 3 clusters Score -2.601107e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196633 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -26011356.000000 Penalty: 6073.529297
	Iteration 19Q: 3 clusters Score -2.601136e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197743 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -26011256.000000 Penalty: 6073.529297
	Iteration 20F: 3 clusters Score -2.601126e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198552 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -26011164.000000 Penalty: 6073.529297
	Iteration 21Q: 3 clusters Score -2.601116e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199097 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -26011150.000000 Penalty: 6073.529297
	Iteration 22Q: 3 clusters Score -2.601115e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199517 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -26011188.000000 Penalty: 6073.529297
	Iteration 23Q: 3 clusters Score -2.601119e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199866 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -26011040.000000 Penalty: 6073.529297
	Iteration 24Q: 3 clusters Score -2.601104e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200131 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -26010974.000000 Penalty: 6073.529297
	Iteration 25Q: 3 clusters Score -2.601097e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200350 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -26010908.000000 Penalty: 6073.529297
	Iteration 26Q: 3 clusters Score -2.601091e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200534 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -26010914.000000 Penalty: 6073.529297
	Iteration 27Q: 3 clusters Score -2.601091e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200683 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -26010868.000000 Penalty: 6073.529297
	Iteration 28Q: 3 clusters Score -2.601087e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200797 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -26010878.000000 Penalty: 6073.529297
	Iteration 29Q: 3 clusters Score -2.601088e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200919 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -26010886.000000 Penalty: 6073.529297
	Iteration 30Q: 3 clusters Score -2.601089e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201010 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -26010858.000000 Penalty: 6073.529297
	Iteration 31Q: 3 clusters Score -2.601086e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201086 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -26010892.000000 Penalty: 6073.529297
	Iteration 32Q: 3 clusters Score -2.601089e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201144 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -26010812.000000 Penalty: 6073.529297
	Iteration 33Q: 3 clusters Score -2.601081e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201196 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -26010792.000000 Penalty: 6073.529297
	Iteration 34Q: 3 clusters Score -2.601079e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201254 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -26010722.000000 Penalty: 6073.529297
	Iteration 35Q: 3 clusters Score -2.601072e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201317 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -26010716.000000 Penalty: 6073.529297
	Iteration 36Q: 3 clusters Score -2.601072e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201358 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -26010692.000000 Penalty: 6073.529297
	Iteration 37Q: 3 clusters Score -2.601069e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201383 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -26010674.000000 Penalty: 6073.529297
	Iteration 38Q: 3 clusters Score -2.601067e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201421 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -26010668.000000 Penalty: 6073.529297
	Iteration 39Q: 3 clusters Score -2.601067e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201456 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -26010676.000000 Penalty: 6073.529297
	Iteration 40F: 3 clusters Score -2.601068e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201495 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -26010634.000000 Penalty: 6073.529297
	Iteration 41Q: 3 clusters Score -2.601063e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201530 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -26010626.000000 Penalty: 6073.529297
	Iteration 42Q: 3 clusters Score -2.601063e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201567 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -26010620.000000 Penalty: 6073.529297
	Iteration 43Q: 3 clusters Score -2.601062e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201587 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -26010626.000000 Penalty: 6073.529297
	Iteration 44Q: 3 clusters Score -2.601063e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201606 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -26010610.000000 Penalty: 6073.529297
	Iteration 45Q: 3 clusters Score -2.601061e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201628 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -26010612.000000 Penalty: 6073.529297
	Iteration 46Q: 3 clusters Score -2.601061e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201655 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -26010606.000000 Penalty: 6073.529297
	Iteration 47Q: 3 clusters Score -2.601061e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201671 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -26010608.000000 Penalty: 6073.529297
	Iteration 48Q: 3 clusters Score -2.601061e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201688 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -26010618.000000 Penalty: 6073.529297
	Iteration 49Q: 3 clusters Score -2.601062e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201707 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -26010628.000000 Penalty: 6073.529297
	Iteration 50Q: 3 clusters Score -2.601063e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201727 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -26010618.000000 Penalty: 6073.529297
	Iteration 51Q: 3 clusters Score -2.601062e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201739 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -26010614.000000 Penalty: 6073.529297
	Iteration 52Q: 3 clusters Score -2.601061e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201750 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -26010582.000000 Penalty: 6073.529297
	Iteration 53Q: 3 clusters Score -2.601058e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201761 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -26010602.000000 Penalty: 6073.529297
	Iteration 54Q: 3 clusters Score -2.60106e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201781 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -26010620.000000 Penalty: 6073.529297
	Iteration 55Q: 3 clusters Score -2.601062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201796 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -26010600.000000 Penalty: 6073.529297
	Iteration 56Q: 3 clusters Score -2.60106e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201810 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -26010596.000000 Penalty: 6073.529297
	Iteration 57Q: 3 clusters Score -2.60106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201818 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -26010612.000000 Penalty: 6073.529297
	Iteration 58Q: 3 clusters Score -2.601061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201823 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -26010616.000000 Penalty: 6073.529297
	Iteration 59Q: 3 clusters Score -2.601062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201827 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -26010606.000000 Penalty: 6073.529297
	Iteration 60F: 3 clusters Score -2.601061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201834 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -26010608.000000 Penalty: 6073.529297
	Iteration 61Q: 3 clusters Score -2.601061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201840 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -26010602.000000 Penalty: 6073.529297
	Iteration 62Q: 3 clusters Score -2.60106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201845 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -26010576.000000 Penalty: 6073.529297
	Iteration 63Q: 3 clusters Score -2.601058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201847 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -26010580.000000 Penalty: 6073.529297
	Iteration 64Q: 3 clusters Score -2.601058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201846 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -26010588.000000 Penalty: 6073.529297
	Iteration 65Q: 3 clusters Score -2.601059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201850 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -26010608.000000 Penalty: 6073.529297
	Iteration 66Q: 3 clusters Score -2.601061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201857 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -26010598.000000 Penalty: 6073.529297
	Iteration 67Q: 3 clusters Score -2.60106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201864 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -26010608.000000 Penalty: 6073.529297
	Iteration 68Q: 3 clusters Score -2.601061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201871 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -26010600.000000 Penalty: 6073.529297
	Iteration 69Q: 3 clusters Score -2.60106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201875 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -26010584.000000 Penalty: 6073.529297
	Iteration 70Q: 3 clusters Score -2.601058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201877 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -26010588.000000 Penalty: 6073.529297
	Iteration 71Q: 3 clusters Score -2.601059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201882 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -26010576.000000 Penalty: 6073.529297
	Iteration 72Q: 3 clusters Score -2.601058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201885 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -26010582.000000 Penalty: 6073.529297
	Iteration 73Q: 3 clusters Score -2.601058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201888 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -26010568.000000 Penalty: 6073.529297
	Iteration 74Q: 3 clusters Score -2.601057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201890 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -26010556.000000 Penalty: 6073.529297
	Iteration 75Q: 3 clusters Score -2.601056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201889 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -26010554.000000 Penalty: 6073.529297
	Iteration 76Q: 3 clusters Score -2.601055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201889 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -26010554.000000 Penalty: 6073.529297
	Iteration 77F: 3 clusters Score -2.601055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 2042 members 
Mstep: Class 3 contains 15710 members 
Mstep: Class 4 contains 18987 members 
Mstep: Class 5 contains 33998 members 
Mstep: Class 6 contains 201889 members 
Mstep: Class 7 contains 17916 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 44399 members 
Mstep: Class 10 contains 11085 members 
Mstep: Class 11 contains 15940 members 
Mstep: Class 12 contains 87199 members 
Mstep: Class 13 contains 12761 members 
Mstep: Class 14 contains 68089 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 122945 members 
Mstep: Class 17 contains 202199 members 
Mstep: Class 18 contains 26130 members 
Mstep: Class 19 contains 6054 members 
Mstep: Class 20 contains 310958 members 
Mstep: Class 22 contains 8268 members 
Mstep: Class 24 contains 2513 members 
Entering Unmasked Estep 
Score: -154488864.000000 Penalty: 76699.226562
Splitting cluster 6 changes total score from -154482032.000000 to -154488864.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 10 (11085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Entering Unmasked Estep 
Score: -1296682.375000 Penalty: 2309.710205
	Iteration 0F: 2 clusters Score -1296682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1288338.750000 Penalty: 4619.420410
	Iteration 0F: 3 clusters Score -1288339 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1291000.750000 Penalty: 4619.420410
	Iteration 1F: 3 clusters Score -1291001 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1291601.750000 Penalty: 4619.420410
	Iteration 2F: 3 clusters Score -1291602 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1292129.750000 Penalty: 4619.420410
	Iteration 3F: 3 clusters Score -1292130 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1292543.875000 Penalty: 4619.420410
	Iteration 4F: 3 clusters Score -1292544 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1292909.500000 Penalty: 4619.420410
	Iteration 5F: 3 clusters Score -1292910 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1293201.750000 Penalty: 4619.420410
	Iteration 6Q: 3 clusters Score -1293202 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1293451.250000 Penalty: 4619.420410
	Iteration 7Q: 3 clusters Score -1293451 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1293643.625000 Penalty: 4619.420410
	Iteration 8Q: 3 clusters Score -1293644 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1293839.625000 Penalty: 4619.420410
	Iteration 9Q: 3 clusters Score -1293840 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1294067.125000 Penalty: 4619.420410
	Iteration 10Q: 3 clusters Score -1294067 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1294374.625000 Penalty: 4619.420410
	Iteration 11Q: 3 clusters Score -1294375 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1294724.000000 Penalty: 4619.420410
	Iteration 12Q: 3 clusters Score -1294724 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1295241.375000 Penalty: 4619.420410
	Iteration 13Q: 3 clusters Score -1295241 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1295826.125000 Penalty: 4619.420410
	Iteration 14Q: 3 clusters Score -1295826 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1296423.750000 Penalty: 4619.420410
	Iteration 15Q: 3 clusters Score -1296424 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1296839.375000 Penalty: 4619.420410
	Iteration 16Q: 3 clusters Score -1296839 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1297201.500000 Penalty: 4619.420410
	Iteration 17Q: 3 clusters Score -1297202 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1297481.000000 Penalty: 4619.420410
	Iteration 18Q: 3 clusters Score -1297481 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1297681.625000 Penalty: 4619.420410
	Iteration 19Q: 3 clusters Score -1297682 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1297861.250000 Penalty: 4619.420410
	Iteration 20F: 3 clusters Score -1297861 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1297945.250000 Penalty: 4619.420410
	Iteration 21Q: 3 clusters Score -1297945 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1297986.875000 Penalty: 4619.420410
	Iteration 22Q: 3 clusters Score -1297987 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1298004.750000 Penalty: 4619.420410
	Iteration 23Q: 3 clusters Score -1298005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1298016.750000 Penalty: 4619.420410
	Iteration 24Q: 3 clusters Score -1298017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1298032.750000 Penalty: 4619.420410
	Iteration 25Q: 3 clusters Score -1298033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1298041.000000 Penalty: 4619.420410
	Iteration 26Q: 3 clusters Score -1298041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1298042.000000 Penalty: 4619.420410
	Iteration 27Q: 3 clusters Score -1298042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1298044.750000 Penalty: 4619.420410
	Iteration 28Q: 3 clusters Score -1298045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1298048.375000 Penalty: 4619.420410
	Iteration 29Q: 3 clusters Score -1298048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1298053.000000 Penalty: 4619.420410
	Iteration 30Q: 3 clusters Score -1298053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1298053.125000 Penalty: 4619.420410
	Iteration 31Q: 3 clusters Score -1298053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1298054.375000 Penalty: 4619.420410
	Iteration 32Q: 3 clusters Score -1298054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1298054.000000 Penalty: 4619.420410
	Iteration 33Q: 3 clusters Score -1298054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1298054.500000 Penalty: 4619.420410
	Iteration 34Q: 3 clusters Score -1298054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1298055.375000 Penalty: 4619.420410
	Iteration 35Q: 3 clusters Score -1298055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1298056.125000 Penalty: 4619.420410
	Iteration 36Q: 3 clusters Score -1298056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1298055.125000 Penalty: 4619.420410
	Iteration 37Q: 3 clusters Score -1298055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1298055.125000 Penalty: 4619.420410
	Iteration 38F: 3 clusters Score -1298055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 2042 members 
Mstep: Class 3 contains 15710 members 
Mstep: Class 4 contains 18987 members 
Mstep: Class 5 contains 33998 members 
Mstep: Class 6 contains 201889 members 
Mstep: Class 7 contains 17916 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 44399 members 
Mstep: Class 10 contains 9974 members 
Mstep: Class 11 contains 15940 members 
Mstep: Class 12 contains 87199 members 
Mstep: Class 13 contains 12761 members 
Mstep: Class 14 contains 68089 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 122945 members 
Mstep: Class 17 contains 202199 members 
Mstep: Class 18 contains 26130 members 
Mstep: Class 19 contains 6054 members 
Mstep: Class 20 contains 310958 members 
Mstep: Class 21 contains 1111 members 
Mstep: Class 22 contains 8268 members 
Mstep: Class 24 contains 2513 members 
Entering Unmasked Estep 
Score: -154489120.000000 Penalty: 80185.554688
Splitting cluster 10 changes total score from -154482032.000000 to -154489120.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 11 (15940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Entering Unmasked Estep 
Score: -1778346.000000 Penalty: 2399.793701
	Iteration 0F: 2 clusters Score -1778346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1766858.375000 Penalty: 4799.587402
	Iteration 0F: 3 clusters Score -1766858 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1770668.500000 Penalty: 4799.587402
	Iteration 1F: 3 clusters Score -1770668 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1771146.375000 Penalty: 4799.587402
	Iteration 2F: 3 clusters Score -1771146 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1771631.125000 Penalty: 4799.587402
	Iteration 3F: 3 clusters Score -1771631 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1772214.250000 Penalty: 4799.587402
	Iteration 4F: 3 clusters Score -1772214 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1772893.750000 Penalty: 4799.587402
	Iteration 5F: 3 clusters Score -1772894 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1773559.375000 Penalty: 4799.587402
	Iteration 6F: 3 clusters Score -1773559 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1774149.000000 Penalty: 4799.587402
	Iteration 7F: 3 clusters Score -1774149 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1774703.375000 Penalty: 4799.587402
	Iteration 8F: 3 clusters Score -1774703 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1775142.000000 Penalty: 4799.587402
	Iteration 9Q: 3 clusters Score -1775142 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1775455.500000 Penalty: 4799.587402
	Iteration 10Q: 3 clusters Score -1775456 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1775641.375000 Penalty: 4799.587402
	Iteration 11Q: 3 clusters Score -1775641 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1775774.750000 Penalty: 4799.587402
	Iteration 12Q: 3 clusters Score -1775775 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1775852.125000 Penalty: 4799.587402
	Iteration 13Q: 3 clusters Score -1775852 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1775891.375000 Penalty: 4799.587402
	Iteration 14Q: 3 clusters Score -1775891 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1775938.750000 Penalty: 4799.587402
	Iteration 15Q: 3 clusters Score -1775939 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1775966.750000 Penalty: 4799.587402
	Iteration 16Q: 3 clusters Score -1775967 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1775997.000000 Penalty: 4799.587402
	Iteration 17Q: 3 clusters Score -1775997 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1776008.000000 Penalty: 4799.587402
	Iteration 18Q: 3 clusters Score -1776008 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1776022.125000 Penalty: 4799.587402
	Iteration 19Q: 3 clusters Score -1776022 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1776021.375000 Penalty: 4799.587402
	Iteration 20F: 3 clusters Score -1776021 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1776047.125000 Penalty: 4799.587402
	Iteration 21Q: 3 clusters Score -1776047 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1776061.625000 Penalty: 4799.587402
	Iteration 22Q: 3 clusters Score -1776062 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1776072.750000 Penalty: 4799.587402
	Iteration 23Q: 3 clusters Score -1776073 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1776084.125000 Penalty: 4799.587402
	Iteration 24Q: 3 clusters Score -1776084 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1776091.375000 Penalty: 4799.587402
	Iteration 25Q: 3 clusters Score -1776091 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1776100.000000 Penalty: 4799.587402
	Iteration 26Q: 3 clusters Score -1776100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1776107.625000 Penalty: 4799.587402
	Iteration 27Q: 3 clusters Score -1776108 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1776113.875000 Penalty: 4799.587402
	Iteration 28Q: 3 clusters Score -1776114 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1776124.250000 Penalty: 4799.587402
	Iteration 29Q: 3 clusters Score -1776124 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1776128.875000 Penalty: 4799.587402
	Iteration 30Q: 3 clusters Score -1776129 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1776140.625000 Penalty: 4799.587402
	Iteration 31Q: 3 clusters Score -1776141 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1776148.375000 Penalty: 4799.587402
	Iteration 32Q: 3 clusters Score -1776148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1776155.125000 Penalty: 4799.587402
	Iteration 33Q: 3 clusters Score -1776155 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1776169.875000 Penalty: 4799.587402
	Iteration 34Q: 3 clusters Score -1776170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1776172.375000 Penalty: 4799.587402
	Iteration 35Q: 3 clusters Score -1776172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1776177.250000 Penalty: 4799.587402
	Iteration 36Q: 3 clusters Score -1776177 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1776185.625000 Penalty: 4799.587402
	Iteration 37Q: 3 clusters Score -1776186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1776182.500000 Penalty: 4799.587402
	Iteration 38Q: 3 clusters Score -1776182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1776190.750000 Penalty: 4799.587402
	Iteration 39Q: 3 clusters Score -1776191 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1776196.750000 Penalty: 4799.587402
	Iteration 40F: 3 clusters Score -1776197 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1776200.500000 Penalty: 4799.587402
	Iteration 41Q: 3 clusters Score -1776200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1776212.000000 Penalty: 4799.587402
	Iteration 42Q: 3 clusters Score -1776212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1776217.375000 Penalty: 4799.587402
	Iteration 43Q: 3 clusters Score -1776217 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1776229.500000 Penalty: 4799.587402
	Iteration 44Q: 3 clusters Score -1776230 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1776239.125000 Penalty: 4799.587402
	Iteration 45Q: 3 clusters Score -1776239 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1776259.500000 Penalty: 4799.587402
	Iteration 46Q: 3 clusters Score -1776260 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1776270.250000 Penalty: 4799.587402
	Iteration 47Q: 3 clusters Score -1776270 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1776288.000000 Penalty: 4799.587402
	Iteration 48Q: 3 clusters Score -1776288 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1776297.875000 Penalty: 4799.587402
	Iteration 49Q: 3 clusters Score -1776298 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1776314.625000 Penalty: 4799.587402
	Iteration 50Q: 3 clusters Score -1776315 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1776329.625000 Penalty: 4799.587402
	Iteration 51Q: 3 clusters Score -1776330 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1776344.500000 Penalty: 4799.587402
	Iteration 52Q: 3 clusters Score -1776344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1776355.125000 Penalty: 4799.587402
	Iteration 53Q: 3 clusters Score -1776355 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1776369.875000 Penalty: 4799.587402
	Iteration 54Q: 3 clusters Score -1776370 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1776384.000000 Penalty: 4799.587402
	Iteration 55Q: 3 clusters Score -1776384 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1776401.500000 Penalty: 4799.587402
	Iteration 56Q: 3 clusters Score -1776402 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1776425.875000 Penalty: 4799.587402
	Iteration 57Q: 3 clusters Score -1776426 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1776438.125000 Penalty: 4799.587402
	Iteration 58Q: 3 clusters Score -1776438 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1776461.125000 Penalty: 4799.587402
	Iteration 59Q: 3 clusters Score -1776461 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1776488.125000 Penalty: 4799.587402
	Iteration 60F: 3 clusters Score -1776488 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1776523.250000 Penalty: 4799.587402
	Iteration 61Q: 3 clusters Score -1776523 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1776565.750000 Penalty: 4799.587402
	Iteration 62Q: 3 clusters Score -1776566 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1776608.500000 Penalty: 4799.587402
	Iteration 63Q: 3 clusters Score -1776608 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1776623.875000 Penalty: 4799.587402
	Iteration 64Q: 3 clusters Score -1776624 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1776646.250000 Penalty: 4799.587402
	Iteration 65Q: 3 clusters Score -1776646 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1776671.625000 Penalty: 4799.587402
	Iteration 66Q: 3 clusters Score -1776672 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1776690.750000 Penalty: 4799.587402
	Iteration 67Q: 3 clusters Score -1776691 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1776713.875000 Penalty: 4799.587402
	Iteration 68Q: 3 clusters Score -1776714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1776725.125000 Penalty: 4799.587402
	Iteration 69Q: 3 clusters Score -1776725 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1776737.875000 Penalty: 4799.587402
	Iteration 70Q: 3 clusters Score -1776738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1776743.875000 Penalty: 4799.587402
	Iteration 71Q: 3 clusters Score -1776744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1776753.625000 Penalty: 4799.587402
	Iteration 72Q: 3 clusters Score -1776754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1776760.375000 Penalty: 4799.587402
	Iteration 73Q: 3 clusters Score -1776760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1776766.500000 Penalty: 4799.587402
	Iteration 74Q: 3 clusters Score -1776766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1776769.875000 Penalty: 4799.587402
	Iteration 75Q: 3 clusters Score -1776770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1776770.750000 Penalty: 4799.587402
	Iteration 76Q: 3 clusters Score -1776771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1776769.875000 Penalty: 4799.587402
	Iteration 77Q: 3 clusters Score -1776770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1776775.500000 Penalty: 4799.587402
	Iteration 78Q: 3 clusters Score -1776776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1776776.250000 Penalty: 4799.587402
	Iteration 79Q: 3 clusters Score -1776776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1776780.000000 Penalty: 4799.587402
	Iteration 80F: 3 clusters Score -1776780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1776780.250000 Penalty: 4799.587402
	Iteration 81Q: 3 clusters Score -1776780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1776783.000000 Penalty: 4799.587402
	Iteration 82Q: 3 clusters Score -1776783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1776781.000000 Penalty: 4799.587402
	Iteration 83Q: 3 clusters Score -1776781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1776784.375000 Penalty: 4799.587402
	Iteration 84Q: 3 clusters Score -1776784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1776782.750000 Penalty: 4799.587402
	Iteration 85Q: 3 clusters Score -1776783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1776783.875000 Penalty: 4799.587402
	Iteration 86Q: 3 clusters Score -1776784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1776782.500000 Penalty: 4799.587402
	Iteration 87Q: 3 clusters Score -1776782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1776782.500000 Penalty: 4799.587402
	Iteration 88F: 3 clusters Score -1776782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (87199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87199 members 
Entering Unmasked Estep 
Score: -10559642.000000 Penalty: 2821.235107
	Iteration 0F: 2 clusters Score -1.055964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -10501143.000000 Penalty: 5642.470215
	Iteration 0F: 3 clusters Score -1.050114e+07 nChanged 41234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -10524709.000000 Penalty: 5642.470215
	Iteration 1F: 3 clusters Score -1.052471e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -10525318.000000 Penalty: 5642.470215
	Iteration 2Q: 3 clusters Score -1.052532e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -10526107.000000 Penalty: 5642.470215
	Iteration 3Q: 3 clusters Score -1.052611e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -10527218.000000 Penalty: 5642.470215
	Iteration 4Q: 3 clusters Score -1.052722e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -10528882.000000 Penalty: 5642.470215
	Iteration 5Q: 3 clusters Score -1.052888e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -10531081.000000 Penalty: 5642.470215
	Iteration 6Q: 3 clusters Score -1.053108e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -10534109.000000 Penalty: 5642.470215
	Iteration 7F: 3 clusters Score -1.053411e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 62598 members 
Entering Unmasked Estep 
Score: -10538104.000000 Penalty: 5642.470215
	Iteration 8F: 3 clusters Score -1.05381e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 67829 members 
Entering Unmasked Estep 
Score: -10542639.000000 Penalty: 5642.470215
	Iteration 9F: 3 clusters Score -1.054264e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 72996 members 
Entering Unmasked Estep 
Score: -10547212.000000 Penalty: 5642.470215
	Iteration 10F: 3 clusters Score -1.054721e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 77386 members 
Entering Unmasked Estep 
Score: -10550832.000000 Penalty: 5642.470215
	Iteration 11F: 3 clusters Score -1.055083e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 80610 members 
Entering Unmasked Estep 
Score: -10553402.000000 Penalty: 5642.470215
	Iteration 12Q: 3 clusters Score -1.05534e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 82745 members 
Entering Unmasked Estep 
Score: -10554927.000000 Penalty: 5642.470215
	Iteration 13Q: 3 clusters Score -1.055493e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 84090 members 
Entering Unmasked Estep 
Score: -10555781.000000 Penalty: 5642.470215
	Iteration 14Q: 3 clusters Score -1.055578e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 84910 members 
Entering Unmasked Estep 
Score: -10556328.000000 Penalty: 5642.470215
	Iteration 15Q: 3 clusters Score -1.055633e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 85405 members 
Entering Unmasked Estep 
Score: -10556690.000000 Penalty: 5642.470215
	Iteration 16Q: 3 clusters Score -1.055669e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 85694 members 
Entering Unmasked Estep 
Score: -10556846.000000 Penalty: 5642.470215
	Iteration 17Q: 3 clusters Score -1.055685e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 85864 members 
Entering Unmasked Estep 
Score: -10556979.000000 Penalty: 5642.470215
	Iteration 18Q: 3 clusters Score -1.055698e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 85980 members 
Entering Unmasked Estep 
Score: -10557046.000000 Penalty: 5642.470215
	Iteration 19Q: 3 clusters Score -1.055705e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 86046 members 
Entering Unmasked Estep 
Score: -10557091.000000 Penalty: 5642.470215
	Iteration 20F: 3 clusters Score -1.055709e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 86101 members 
Entering Unmasked Estep 
Score: -10557131.000000 Penalty: 5642.470215
	Iteration 21Q: 3 clusters Score -1.055713e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 86134 members 
Entering Unmasked Estep 
Score: -10557163.000000 Penalty: 5642.470215
	Iteration 22Q: 3 clusters Score -1.055716e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 86167 members 
Entering Unmasked Estep 
Score: -10557173.000000 Penalty: 5642.470215
	Iteration 23Q: 3 clusters Score -1.055717e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 86191 members 
Entering Unmasked Estep 
Score: -10557185.000000 Penalty: 5642.470215
	Iteration 24Q: 3 clusters Score -1.055718e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 86210 members 
Entering Unmasked Estep 
Score: -10557196.000000 Penalty: 5642.470215
	Iteration 25Q: 3 clusters Score -1.05572e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 86223 members 
Entering Unmasked Estep 
Score: -10557201.000000 Penalty: 5642.470215
	Iteration 26Q: 3 clusters Score -1.05572e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 86238 members 
Entering Unmasked Estep 
Score: -10557225.000000 Penalty: 5642.470215
	Iteration 27Q: 3 clusters Score -1.055722e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 86253 members 
Entering Unmasked Estep 
Score: -10557233.000000 Penalty: 5642.470215
	Iteration 28Q: 3 clusters Score -1.055723e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 86263 members 
Entering Unmasked Estep 
Score: -10557227.000000 Penalty: 5642.470215
	Iteration 29Q: 3 clusters Score -1.055723e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 86269 members 
Entering Unmasked Estep 
Score: -10557239.000000 Penalty: 5642.470215
	Iteration 30Q: 3 clusters Score -1.055724e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 86275 members 
Entering Unmasked Estep 
Score: -10557255.000000 Penalty: 5642.470215
	Iteration 31Q: 3 clusters Score -1.055726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 86281 members 
Entering Unmasked Estep 
Score: -10557250.000000 Penalty: 5642.470215
	Iteration 32Q: 3 clusters Score -1.055725e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 86288 members 
Entering Unmasked Estep 
Score: -10557254.000000 Penalty: 5642.470215
	Iteration 33Q: 3 clusters Score -1.055725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 86293 members 
Entering Unmasked Estep 
Score: -10557262.000000 Penalty: 5642.470215
	Iteration 34Q: 3 clusters Score -1.055726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 86294 members 
Entering Unmasked Estep 
Score: -10557259.000000 Penalty: 5642.470215
	Iteration 35Q: 3 clusters Score -1.055726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 86295 members 
Entering Unmasked Estep 
Score: -10557259.000000 Penalty: 5642.470215
	Iteration 36Q: 3 clusters Score -1.055726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 86298 members 
Entering Unmasked Estep 
Score: -10557263.000000 Penalty: 5642.470215
	Iteration 37Q: 3 clusters Score -1.055726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 86300 members 
Entering Unmasked Estep 
Score: -10557256.000000 Penalty: 5642.470215
	Iteration 38Q: 3 clusters Score -1.055726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 86299 members 
Entering Unmasked Estep 
Score: -10557266.000000 Penalty: 5642.470215
	Iteration 39Q: 3 clusters Score -1.055727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 86298 members 
Entering Unmasked Estep 
Score: -10557263.000000 Penalty: 5642.470215
	Iteration 40F: 3 clusters Score -1.055726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 86299 members 
Entering Unmasked Estep 
Score: -10557275.000000 Penalty: 5642.470215
	Iteration 41Q: 3 clusters Score -1.055728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 86301 members 
Entering Unmasked Estep 
Score: -10557274.000000 Penalty: 5642.470215
	Iteration 42Q: 3 clusters Score -1.055727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 86302 members 
Entering Unmasked Estep 
Score: -10557279.000000 Penalty: 5642.470215
	Iteration 43Q: 3 clusters Score -1.055728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 86302 members 
Entering Unmasked Estep 
Score: -10557279.000000 Penalty: 5642.470215
	Iteration 44F: 3 clusters Score -1.055728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (68089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Entering Unmasked Estep 
Score: -8533575.000000 Penalty: 2759.885498
	Iteration 0F: 2 clusters Score -8533575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -8487941.000000 Penalty: 5519.770996
	Iteration 0F: 3 clusters Score -8487941 nChanged 31678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -8506389.000000 Penalty: 5519.770996
	Iteration 1F: 3 clusters Score -8506389 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -8507547.000000 Penalty: 5519.770996
	Iteration 2Q: 3 clusters Score -8507547 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -8509156.000000 Penalty: 5519.770996
	Iteration 3Q: 3 clusters Score -8509156 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -8511351.000000 Penalty: 5519.770996
	Iteration 4F: 3 clusters Score -8511351 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -8514146.000000 Penalty: 5519.770996
	Iteration 5F: 3 clusters Score -8514146 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -8517336.000000 Penalty: 5519.770996
	Iteration 6F: 3 clusters Score -8517336 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -8520183.000000 Penalty: 5519.770996
	Iteration 7F: 3 clusters Score -8520183 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -8522399.000000 Penalty: 5519.770996
	Iteration 8F: 3 clusters Score -8522399 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -8524194.000000 Penalty: 5519.770996
	Iteration 9Q: 3 clusters Score -8524194 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -8525605.000000 Penalty: 5519.770996
	Iteration 10Q: 3 clusters Score -8525605 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -8526871.000000 Penalty: 5519.770996
	Iteration 11Q: 3 clusters Score -8526871 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -8527894.000000 Penalty: 5519.770996
	Iteration 12Q: 3 clusters Score -8527894 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -8528788.000000 Penalty: 5519.770996
	Iteration 13Q: 3 clusters Score -8528788 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -8529515.000000 Penalty: 5519.770996
	Iteration 14Q: 3 clusters Score -8529515 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -8530167.000000 Penalty: 5519.770996
	Iteration 15Q: 3 clusters Score -8530167 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -8530646.000000 Penalty: 5519.770996
	Iteration 16Q: 3 clusters Score -8530646 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -8530895.000000 Penalty: 5519.770996
	Iteration 17Q: 3 clusters Score -8530895 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -8531138.000000 Penalty: 5519.770996
	Iteration 18Q: 3 clusters Score -8531138 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -8531217.000000 Penalty: 5519.770996
	Iteration 19Q: 3 clusters Score -8531217 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -8531247.000000 Penalty: 5519.770996
	Iteration 20F: 3 clusters Score -8531247 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -8531248.000000 Penalty: 5519.770996
	Iteration 21Q: 3 clusters Score -8531248 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -8531239.000000 Penalty: 5519.770996
	Iteration 22Q: 3 clusters Score -8531239 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -8531259.000000 Penalty: 5519.770996
	Iteration 23Q: 3 clusters Score -8531259 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -8531247.000000 Penalty: 5519.770996
	Iteration 24Q: 3 clusters Score -8531247 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -8531270.000000 Penalty: 5519.770996
	Iteration 25Q: 3 clusters Score -8531270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -8531280.000000 Penalty: 5519.770996
	Iteration 26Q: 3 clusters Score -8531280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -8531281.000000 Penalty: 5519.770996
	Iteration 27Q: 3 clusters Score -8531281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -8531275.000000 Penalty: 5519.770996
	Iteration 28Q: 3 clusters Score -8531275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -8531284.000000 Penalty: 5519.770996
	Iteration 29Q: 3 clusters Score -8531284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -8531286.000000 Penalty: 5519.770996
	Iteration 30Q: 3 clusters Score -8531286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -8531276.000000 Penalty: 5519.770996
	Iteration 31Q: 3 clusters Score -8531276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -8531282.000000 Penalty: 5519.770996
	Iteration 32Q: 3 clusters Score -8531282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -8531282.000000 Penalty: 5519.770996
	Iteration 33F: 3 clusters Score -8531282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Entering Unmasked Estep 
Score: -635184.312500 Penalty: 2173.988525
	Iteration 0F: 2 clusters Score -635184.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -629930.625000 Penalty: 4347.977051
	Iteration 0F: 3 clusters Score -629930.6 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -632396.562500 Penalty: 4347.977051
	Iteration 1F: 3 clusters Score -632396.6 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -633428.750000 Penalty: 4347.977051
	Iteration 2F: 3 clusters Score -633428.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -634096.687500 Penalty: 4347.977051
	Iteration 3F: 3 clusters Score -634096.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -634500.187500 Penalty: 4347.977051
	Iteration 4F: 3 clusters Score -634500.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -634698.750000 Penalty: 4347.977051
	Iteration 5Q: 3 clusters Score -634698.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -634854.312500 Penalty: 4347.977051
	Iteration 6Q: 3 clusters Score -634854.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -634953.437500 Penalty: 4347.977051
	Iteration 7Q: 3 clusters Score -634953.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -635034.312500 Penalty: 4347.977051
	Iteration 8Q: 3 clusters Score -635034.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -635123.500000 Penalty: 4347.977051
	Iteration 9Q: 3 clusters Score -635123.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -635231.250000 Penalty: 4347.977051
	Iteration 10Q: 3 clusters Score -635231.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -635341.687500 Penalty: 4347.977051
	Iteration 11Q: 3 clusters Score -635341.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -635440.500000 Penalty: 4347.977051
	Iteration 12Q: 3 clusters Score -635440.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -635524.500000 Penalty: 4347.977051
	Iteration 13Q: 3 clusters Score -635524.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -635604.562500 Penalty: 4347.977051
	Iteration 14Q: 3 clusters Score -635604.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -635668.500000 Penalty: 4347.977051
	Iteration 15Q: 3 clusters Score -635668.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -635750.812500 Penalty: 4347.977051
	Iteration 16Q: 3 clusters Score -635750.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -635828.937500 Penalty: 4347.977051
	Iteration 17Q: 3 clusters Score -635828.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -635896.000000 Penalty: 4347.977051
	Iteration 18Q: 3 clusters Score -635896 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -635929.062500 Penalty: 4347.977051
	Iteration 19Q: 3 clusters Score -635929.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -635957.187500 Penalty: 4347.977051
	Iteration 20F: 3 clusters Score -635957.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -635968.375000 Penalty: 4347.977051
	Iteration 21Q: 3 clusters Score -635968.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -635976.125000 Penalty: 4347.977051
	Iteration 22Q: 3 clusters Score -635976.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -635982.000000 Penalty: 4347.977051
	Iteration 23Q: 3 clusters Score -635982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -635984.625000 Penalty: 4347.977051
	Iteration 24Q: 3 clusters Score -635984.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -635987.625000 Penalty: 4347.977051
	Iteration 25Q: 3 clusters Score -635987.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -635991.750000 Penalty: 4347.977051
	Iteration 26Q: 3 clusters Score -635991.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -635995.625000 Penalty: 4347.977051
	Iteration 27Q: 3 clusters Score -635995.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -636000.187500 Penalty: 4347.977051
	Iteration 28Q: 3 clusters Score -636000.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -636001.875000 Penalty: 4347.977051
	Iteration 29Q: 3 clusters Score -636001.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -636003.812500 Penalty: 4347.977051
	Iteration 30Q: 3 clusters Score -636003.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -636003.375000 Penalty: 4347.977051
	Iteration 31Q: 3 clusters Score -636003.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -636002.937500 Penalty: 4347.977051
	Iteration 32Q: 3 clusters Score -636002.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -636003.375000 Penalty: 4347.977051
	Iteration 33Q: 3 clusters Score -636003.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -636003.687500 Penalty: 4347.977051
	Iteration 34Q: 3 clusters Score -636003.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -636003.812500 Penalty: 4347.977051
	Iteration 35Q: 3 clusters Score -636003.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -636004.625000 Penalty: 4347.977051
	Iteration 36Q: 3 clusters Score -636004.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -636004.625000 Penalty: 4347.977051
	Iteration 37F: 3 clusters Score -636004.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 2042 members 
Mstep: Class 3 contains 15710 members 
Mstep: Class 4 contains 18987 members 
Mstep: Class 5 contains 33998 members 
Mstep: Class 6 contains 201889 members 
Mstep: Class 7 contains 17916 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 44399 members 
Mstep: Class 10 contains 9974 members 
Mstep: Class 11 contains 15940 members 
Mstep: Class 12 contains 87199 members 
Mstep: Class 13 contains 12761 members 
Mstep: Class 14 contains 68089 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 122945 members 
Mstep: Class 17 contains 202199 members 
Mstep: Class 18 contains 26130 members 
Mstep: Class 19 contains 6054 members 
Mstep: Class 20 contains 310958 members 
Mstep: Class 21 contains 1111 members 
Mstep: Class 22 contains 8268 members 
Mstep: Class 23 contains 1778 members 
Mstep: Class 24 contains 2513 members 
Entering Unmasked Estep 
Score: -154487984.000000 Penalty: 83671.882812
Splitting cluster 15 changes total score from -154482032.000000 to -154487984.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (122945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122945 members 
Entering Unmasked Estep 
Score: -15222672.000000 Penalty: 2906.434082
	Iteration 0F: 2 clusters Score -1.522267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61361 members 
Mstep: Class 2 contains 61584 members 
Entering Unmasked Estep 
Score: -15140494.000000 Penalty: 5812.868164
	Iteration 0F: 3 clusters Score -1.514049e+07 nChanged 58502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60145 members 
Mstep: Class 2 contains 62800 members 
Entering Unmasked Estep 
Score: -15175016.000000 Penalty: 5812.868164
	Iteration 1F: 3 clusters Score -1.517502e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -15176451.000000 Penalty: 5812.868164
	Iteration 2Q: 3 clusters Score -1.517645e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58954 members 
Mstep: Class 2 contains 63991 members 
Entering Unmasked Estep 
Score: -15178362.000000 Penalty: 5812.868164
	Iteration 3Q: 3 clusters Score -1.517836e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58179 members 
Mstep: Class 2 contains 64766 members 
Entering Unmasked Estep 
Score: -15181070.000000 Penalty: 5812.868164
	Iteration 4Q: 3 clusters Score -1.518107e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57504 members 
Mstep: Class 2 contains 65441 members 
Entering Unmasked Estep 
Score: -15184453.000000 Penalty: 5812.868164
	Iteration 5F: 3 clusters Score -1.518445e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 65773 members 
Entering Unmasked Estep 
Score: -15188899.000000 Penalty: 5812.868164
	Iteration 6F: 3 clusters Score -1.51889e+07 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57568 members 
Mstep: Class 2 contains 65377 members 
Entering Unmasked Estep 
Score: -15193916.000000 Penalty: 5812.868164
	Iteration 7F: 3 clusters Score -1.519392e+07 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 64476 members 
Entering Unmasked Estep 
Score: -15199304.000000 Penalty: 5812.868164
	Iteration 8F: 3 clusters Score -1.51993e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 63675 members 
Entering Unmasked Estep 
Score: -15203025.000000 Penalty: 5812.868164
	Iteration 9F: 3 clusters Score -1.520302e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59934 members 
Mstep: Class 2 contains 63011 members 
Entering Unmasked Estep 
Score: -15204989.000000 Penalty: 5812.868164
	Iteration 10Q: 3 clusters Score -1.520499e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60485 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
Score: -15205893.000000 Penalty: 5812.868164
	Iteration 11Q: 3 clusters Score -1.520589e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61000 members 
Mstep: Class 2 contains 61945 members 
Entering Unmasked Estep 
Score: -15206487.000000 Penalty: 5812.868164
	Iteration 12Q: 3 clusters Score -1.520649e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61594 members 
Mstep: Class 2 contains 61351 members 
Entering Unmasked Estep 
Score: -15206821.000000 Penalty: 5812.868164
	Iteration 13Q: 3 clusters Score -1.520682e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62295 members 
Mstep: Class 2 contains 60650 members 
Entering Unmasked Estep 
Score: -15207272.000000 Penalty: 5812.868164
	Iteration 14Q: 3 clusters Score -1.520727e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63015 members 
Mstep: Class 2 contains 59930 members 
Entering Unmasked Estep 
Score: -15207723.000000 Penalty: 5812.868164
	Iteration 15Q: 3 clusters Score -1.520772e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63805 members 
Mstep: Class 2 contains 59140 members 
Entering Unmasked Estep 
Score: -15208084.000000 Penalty: 5812.868164
	Iteration 16Q: 3 clusters Score -1.520808e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64670 members 
Mstep: Class 2 contains 58275 members 
Entering Unmasked Estep 
Score: -15208613.000000 Penalty: 5812.868164
	Iteration 17Q: 3 clusters Score -1.520861e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65561 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -15209171.000000 Penalty: 5812.868164
	Iteration 18Q: 3 clusters Score -1.520917e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66553 members 
Mstep: Class 2 contains 56392 members 
Entering Unmasked Estep 
Score: -15209701.000000 Penalty: 5812.868164
	Iteration 19Q: 3 clusters Score -1.52097e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67492 members 
Mstep: Class 2 contains 55453 members 
Entering Unmasked Estep 
Score: -15210115.000000 Penalty: 5812.868164
	Iteration 20F: 3 clusters Score -1.521012e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68402 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -15210456.000000 Penalty: 5812.868164
	Iteration 21Q: 3 clusters Score -1.521046e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69299 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -15210809.000000 Penalty: 5812.868164
	Iteration 22Q: 3 clusters Score -1.521081e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70151 members 
Mstep: Class 2 contains 52794 members 
Entering Unmasked Estep 
Score: -15211092.000000 Penalty: 5812.868164
	Iteration 23Q: 3 clusters Score -1.521109e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70990 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -15211405.000000 Penalty: 5812.868164
	Iteration 24Q: 3 clusters Score -1.52114e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71808 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -15211583.000000 Penalty: 5812.868164
	Iteration 25Q: 3 clusters Score -1.521158e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -15211719.000000 Penalty: 5812.868164
	Iteration 26Q: 3 clusters Score -1.521172e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73556 members 
Mstep: Class 2 contains 49389 members 
Entering Unmasked Estep 
Score: -15211931.000000 Penalty: 5812.868164
	Iteration 27Q: 3 clusters Score -1.521193e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74395 members 
Mstep: Class 2 contains 48550 members 
Entering Unmasked Estep 
Score: -15212050.000000 Penalty: 5812.868164
	Iteration 28Q: 3 clusters Score -1.521205e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75239 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -15212281.000000 Penalty: 5812.868164
	Iteration 29Q: 3 clusters Score -1.521228e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76039 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -15212458.000000 Penalty: 5812.868164
	Iteration 30Q: 3 clusters Score -1.521246e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76835 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -15212482.000000 Penalty: 5812.868164
	Iteration 31Q: 3 clusters Score -1.521248e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77658 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -15212671.000000 Penalty: 5812.868164
	Iteration 32Q: 3 clusters Score -1.521267e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78520 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -15212841.000000 Penalty: 5812.868164
	Iteration 33Q: 3 clusters Score -1.521284e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79352 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -15212944.000000 Penalty: 5812.868164
	Iteration 34Q: 3 clusters Score -1.521294e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80160 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -15213026.000000 Penalty: 5812.868164
	Iteration 35Q: 3 clusters Score -1.521303e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81008 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -15213136.000000 Penalty: 5812.868164
	Iteration 36Q: 3 clusters Score -1.521314e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81878 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -15213229.000000 Penalty: 5812.868164
	Iteration 37Q: 3 clusters Score -1.521323e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82716 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -15213346.000000 Penalty: 5812.868164
	Iteration 38Q: 3 clusters Score -1.521335e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83557 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -15213413.000000 Penalty: 5812.868164
	Iteration 39Q: 3 clusters Score -1.521341e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84446 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -15213539.000000 Penalty: 5812.868164
	Iteration 40F: 3 clusters Score -1.521354e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85396 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -15213723.000000 Penalty: 5812.868164
	Iteration 41Q: 3 clusters Score -1.521372e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86364 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -15213866.000000 Penalty: 5812.868164
	Iteration 42Q: 3 clusters Score -1.521387e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87371 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -15214000.000000 Penalty: 5812.868164
	Iteration 43Q: 3 clusters Score -1.5214e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88437 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -15214240.000000 Penalty: 5812.868164
	Iteration 44Q: 3 clusters Score -1.521424e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89516 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -15214415.000000 Penalty: 5812.868164
	Iteration 45Q: 3 clusters Score -1.521442e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90629 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -15214639.000000 Penalty: 5812.868164
	Iteration 46Q: 3 clusters Score -1.521464e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91729 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -15214861.000000 Penalty: 5812.868164
	Iteration 47Q: 3 clusters Score -1.521486e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92816 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -15214977.000000 Penalty: 5812.868164
	Iteration 48Q: 3 clusters Score -1.521498e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -15215268.000000 Penalty: 5812.868164
	Iteration 49Q: 3 clusters Score -1.521527e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95055 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -15215485.000000 Penalty: 5812.868164
	Iteration 50Q: 3 clusters Score -1.521548e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96223 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -15215692.000000 Penalty: 5812.868164
	Iteration 51Q: 3 clusters Score -1.521569e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97360 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -15215946.000000 Penalty: 5812.868164
	Iteration 52Q: 3 clusters Score -1.521595e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98471 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -15216271.000000 Penalty: 5812.868164
	Iteration 53Q: 3 clusters Score -1.521627e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99612 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -15216492.000000 Penalty: 5812.868164
	Iteration 54Q: 3 clusters Score -1.521649e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100789 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -15216720.000000 Penalty: 5812.868164
	Iteration 55Q: 3 clusters Score -1.521672e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101891 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -15217045.000000 Penalty: 5812.868164
	Iteration 56Q: 3 clusters Score -1.521704e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102961 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -15217247.000000 Penalty: 5812.868164
	Iteration 57Q: 3 clusters Score -1.521725e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103994 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -15217586.000000 Penalty: 5812.868164
	Iteration 58Q: 3 clusters Score -1.521759e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105058 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -15217904.000000 Penalty: 5812.868164
	Iteration 59Q: 3 clusters Score -1.52179e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106104 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -15218190.000000 Penalty: 5812.868164
	Iteration 60F: 3 clusters Score -1.521819e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107177 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -15218468.000000 Penalty: 5812.868164
	Iteration 61Q: 3 clusters Score -1.521847e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108216 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -15218792.000000 Penalty: 5812.868164
	Iteration 62Q: 3 clusters Score -1.521879e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109225 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -15219138.000000 Penalty: 5812.868164
	Iteration 63Q: 3 clusters Score -1.521914e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110186 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -15219468.000000 Penalty: 5812.868164
	Iteration 64Q: 3 clusters Score -1.521947e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111080 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -15219725.000000 Penalty: 5812.868164
	Iteration 65Q: 3 clusters Score -1.521972e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111946 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -15220034.000000 Penalty: 5812.868164
	Iteration 66Q: 3 clusters Score -1.522003e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112701 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -15220364.000000 Penalty: 5812.868164
	Iteration 67Q: 3 clusters Score -1.522036e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113451 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -15220641.000000 Penalty: 5812.868164
	Iteration 68Q: 3 clusters Score -1.522064e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114120 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -15220820.000000 Penalty: 5812.868164
	Iteration 69Q: 3 clusters Score -1.522082e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114716 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -15221037.000000 Penalty: 5812.868164
	Iteration 70Q: 3 clusters Score -1.522104e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115265 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -15221228.000000 Penalty: 5812.868164
	Iteration 71Q: 3 clusters Score -1.522123e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115750 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -15221470.000000 Penalty: 5812.868164
	Iteration 72Q: 3 clusters Score -1.522147e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116175 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -15221591.000000 Penalty: 5812.868164
	Iteration 73Q: 3 clusters Score -1.522159e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116580 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -15221715.000000 Penalty: 5812.868164
	Iteration 74Q: 3 clusters Score -1.522172e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116910 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -15221775.000000 Penalty: 5812.868164
	Iteration 75Q: 3 clusters Score -1.522178e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117176 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -15221843.000000 Penalty: 5812.868164
	Iteration 76Q: 3 clusters Score -1.522184e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117394 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -15221909.000000 Penalty: 5812.868164
	Iteration 77Q: 3 clusters Score -1.522191e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117596 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -15221983.000000 Penalty: 5812.868164
	Iteration 78Q: 3 clusters Score -1.522198e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117778 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -15222040.000000 Penalty: 5812.868164
	Iteration 79Q: 3 clusters Score -1.522204e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117953 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -15222114.000000 Penalty: 5812.868164
	Iteration 80F: 3 clusters Score -1.522211e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118108 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -15222126.000000 Penalty: 5812.868164
	Iteration 81Q: 3 clusters Score -1.522213e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118254 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -15222201.000000 Penalty: 5812.868164
	Iteration 82Q: 3 clusters Score -1.52222e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118381 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -15222238.000000 Penalty: 5812.868164
	Iteration 83Q: 3 clusters Score -1.522224e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118499 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -15222281.000000 Penalty: 5812.868164
	Iteration 84Q: 3 clusters Score -1.522228e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118598 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -15222342.000000 Penalty: 5812.868164
	Iteration 85Q: 3 clusters Score -1.522234e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118668 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -15222345.000000 Penalty: 5812.868164
	Iteration 86Q: 3 clusters Score -1.522234e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118733 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -15222380.000000 Penalty: 5812.868164
	Iteration 87Q: 3 clusters Score -1.522238e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118790 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -15222422.000000 Penalty: 5812.868164
	Iteration 88Q: 3 clusters Score -1.522242e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118854 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -15222445.000000 Penalty: 5812.868164
	Iteration 89Q: 3 clusters Score -1.522244e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118901 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -15222487.000000 Penalty: 5812.868164
	Iteration 90Q: 3 clusters Score -1.522249e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118937 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -15222532.000000 Penalty: 5812.868164
	Iteration 91Q: 3 clusters Score -1.522253e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118980 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -15222530.000000 Penalty: 5812.868164
	Iteration 92Q: 3 clusters Score -1.522253e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119022 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -15222523.000000 Penalty: 5812.868164
	Iteration 93Q: 3 clusters Score -1.522252e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119043 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -15222550.000000 Penalty: 5812.868164
	Iteration 94Q: 3 clusters Score -1.522255e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119059 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -15222582.000000 Penalty: 5812.868164
	Iteration 95Q: 3 clusters Score -1.522258e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119094 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -15222599.000000 Penalty: 5812.868164
	Iteration 96Q: 3 clusters Score -1.52226e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119119 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -15222622.000000 Penalty: 5812.868164
	Iteration 97Q: 3 clusters Score -1.522262e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119141 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -15222661.000000 Penalty: 5812.868164
	Iteration 98Q: 3 clusters Score -1.522266e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119162 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -15222681.000000 Penalty: 5812.868164
	Iteration 99Q: 3 clusters Score -1.522268e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119183 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -15222724.000000 Penalty: 5812.868164
	Iteration 100F: 3 clusters Score -1.522272e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119192 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -15222738.000000 Penalty: 5812.868164
	Iteration 101Q: 3 clusters Score -1.522274e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119202 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -15222759.000000 Penalty: 5812.868164
	Iteration 102Q: 3 clusters Score -1.522276e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119214 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -15222753.000000 Penalty: 5812.868164
	Iteration 103Q: 3 clusters Score -1.522275e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119225 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -15222788.000000 Penalty: 5812.868164
	Iteration 104Q: 3 clusters Score -1.522279e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119229 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -15222796.000000 Penalty: 5812.868164
	Iteration 105Q: 3 clusters Score -1.52228e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119235 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -15222796.000000 Penalty: 5812.868164
	Iteration 106Q: 3 clusters Score -1.52228e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119228 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -15222775.000000 Penalty: 5812.868164
	Iteration 107Q: 3 clusters Score -1.522278e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119218 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -15222782.000000 Penalty: 5812.868164
	Iteration 108Q: 3 clusters Score -1.522278e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119227 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -15222779.000000 Penalty: 5812.868164
	Iteration 109Q: 3 clusters Score -1.522278e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119221 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -15222781.000000 Penalty: 5812.868164
	Iteration 110Q: 3 clusters Score -1.522278e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119220 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -15222781.000000 Penalty: 5812.868164
	Iteration 111Q: 3 clusters Score -1.522278e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119223 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -15222773.000000 Penalty: 5812.868164
	Iteration 112Q: 3 clusters Score -1.522277e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119230 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -15222782.000000 Penalty: 5812.868164
	Iteration 113Q: 3 clusters Score -1.522278e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119244 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -15222834.000000 Penalty: 5812.868164
	Iteration 114Q: 3 clusters Score -1.522283e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119245 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -15222817.000000 Penalty: 5812.868164
	Iteration 115Q: 3 clusters Score -1.522282e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119237 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -15222823.000000 Penalty: 5812.868164
	Iteration 116Q: 3 clusters Score -1.522282e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119233 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -15222802.000000 Penalty: 5812.868164
	Iteration 117Q: 3 clusters Score -1.52228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119226 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -15222823.000000 Penalty: 5812.868164
	Iteration 118Q: 3 clusters Score -1.522282e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119214 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -15222807.000000 Penalty: 5812.868164
	Iteration 119Q: 3 clusters Score -1.522281e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119206 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -15222821.000000 Penalty: 5812.868164
	Iteration 120F: 3 clusters Score -1.522282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119206 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -15222818.000000 Penalty: 5812.868164
	Iteration 121Q: 3 clusters Score -1.522282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119206 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -15222824.000000 Penalty: 5812.868164
	Iteration 122Q: 3 clusters Score -1.522282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119203 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -15222829.000000 Penalty: 5812.868164
	Iteration 123Q: 3 clusters Score -1.522283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119200 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -15222836.000000 Penalty: 5812.868164
	Iteration 124Q: 3 clusters Score -1.522284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119198 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -15222839.000000 Penalty: 5812.868164
	Iteration 125Q: 3 clusters Score -1.522284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119197 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -15222835.000000 Penalty: 5812.868164
	Iteration 126Q: 3 clusters Score -1.522284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119194 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -15222836.000000 Penalty: 5812.868164
	Iteration 127Q: 3 clusters Score -1.522284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119190 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -15222835.000000 Penalty: 5812.868164
	Iteration 128Q: 3 clusters Score -1.522284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119187 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -15222821.000000 Penalty: 5812.868164
	Iteration 129Q: 3 clusters Score -1.522282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119185 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -15222828.000000 Penalty: 5812.868164
	Iteration 130Q: 3 clusters Score -1.522283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119183 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -15222831.000000 Penalty: 5812.868164
	Iteration 131Q: 3 clusters Score -1.522283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119181 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -15222822.000000 Penalty: 5812.868164
	Iteration 132Q: 3 clusters Score -1.522282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119175 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -15222818.000000 Penalty: 5812.868164
	Iteration 133Q: 3 clusters Score -1.522282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119172 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -15222821.000000 Penalty: 5812.868164
	Iteration 134Q: 3 clusters Score -1.522282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119172 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -15222821.000000 Penalty: 5812.868164
	Iteration 135F: 3 clusters Score -1.522282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 2042 members 
Mstep: Class 3 contains 15710 members 
Mstep: Class 4 contains 18987 members 
Mstep: Class 5 contains 33998 members 
Mstep: Class 6 contains 201889 members 
Mstep: Class 7 contains 17916 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 44399 members 
Mstep: Class 10 contains 9974 members 
Mstep: Class 11 contains 15940 members 
Mstep: Class 12 contains 87199 members 
Mstep: Class 13 contains 12761 members 
Mstep: Class 14 contains 68089 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 119172 members 
Mstep: Class 17 contains 202199 members 
Mstep: Class 18 contains 26130 members 
Mstep: Class 19 contains 6054 members 
Mstep: Class 20 contains 310958 members 
Mstep: Class 21 contains 1111 members 
Mstep: Class 22 contains 8268 members 
Mstep: Class 23 contains 1778 members 
Mstep: Class 24 contains 2513 members 
Mstep: Class 25 contains 3773 members 
Entering Unmasked Estep 
Score: -154487328.000000 Penalty: 87158.210938
Splitting cluster 16 changes total score from -154482032.000000 to -154487328.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (202199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202199 members 
Entering Unmasked Estep 
Score: -25184004.000000 Penalty: 3029.817871
	Iteration 0F: 2 clusters Score -2.5184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100760 members 
Mstep: Class 2 contains 101439 members 
Entering Unmasked Estep 
Score: -25055364.000000 Penalty: 6059.635742
	Iteration 0F: 3 clusters Score -2.505536e+07 nChanged 97130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95580 members 
Mstep: Class 2 contains 106619 members 
Entering Unmasked Estep 
Score: -25113020.000000 Penalty: 6059.635742
	Iteration 1F: 3 clusters Score -2.511302e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92181 members 
Mstep: Class 2 contains 110018 members 
Entering Unmasked Estep 
Score: -25114842.000000 Penalty: 6059.635742
	Iteration 2Q: 3 clusters Score -2.511484e+07 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86769 members 
Mstep: Class 2 contains 115430 members 
Entering Unmasked Estep 
Score: -25118696.000000 Penalty: 6059.635742
	Iteration 3Q: 3 clusters Score -2.51187e+07 nChanged 12138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78445 members 
Mstep: Class 2 contains 123754 members 
Entering Unmasked Estep 
Score: -25126098.000000 Penalty: 6059.635742
	Iteration 4F: 3 clusters Score -2.51261e+07 nChanged 16198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66471 members 
Mstep: Class 2 contains 135728 members 
Entering Unmasked Estep 
Score: -25139194.000000 Penalty: 6059.635742
	Iteration 5F: 3 clusters Score -2.513919e+07 nChanged 18077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 149275 members 
Entering Unmasked Estep 
Score: -25157146.000000 Penalty: 6059.635742
	Iteration 6F: 3 clusters Score -2.515715e+07 nChanged 15132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 159671 members 
Entering Unmasked Estep 
Score: -25173632.000000 Penalty: 6059.635742
	Iteration 7F: 3 clusters Score -2.517363e+07 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 165102 members 
Entering Unmasked Estep 
Score: -25180642.000000 Penalty: 6059.635742
	Iteration 8Q: 3 clusters Score -2.518064e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 168864 members 
Entering Unmasked Estep 
Score: -25182640.000000 Penalty: 6059.635742
	Iteration 9Q: 3 clusters Score -2.518264e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 172513 members 
Entering Unmasked Estep 
Score: -25183642.000000 Penalty: 6059.635742
	Iteration 10Q: 3 clusters Score -2.518364e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 176070 members 
Entering Unmasked Estep 
Score: -25184090.000000 Penalty: 6059.635742
	Iteration 11Q: 3 clusters Score -2.518409e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 179533 members 
Entering Unmasked Estep 
Score: -25184310.000000 Penalty: 6059.635742
	Iteration 12Q: 3 clusters Score -2.518431e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 182935 members 
Entering Unmasked Estep 
Score: -25184466.000000 Penalty: 6059.635742
	Iteration 13Q: 3 clusters Score -2.518447e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 186029 members 
Entering Unmasked Estep 
Score: -25184540.000000 Penalty: 6059.635742
	Iteration 14Q: 3 clusters Score -2.518454e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 188836 members 
Entering Unmasked Estep 
Score: -25184338.000000 Penalty: 6059.635742
	Iteration 15Q: 3 clusters Score -2.518434e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 191302 members 
Entering Unmasked Estep 
Score: -25184148.000000 Penalty: 6059.635742
	Iteration 16Q: 3 clusters Score -2.518415e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 193379 members 
Entering Unmasked Estep 
Score: -25183948.000000 Penalty: 6059.635742
	Iteration 17Q: 3 clusters Score -2.518395e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 195126 members 
Entering Unmasked Estep 
Score: -25183656.000000 Penalty: 6059.635742
	Iteration 18Q: 3 clusters Score -2.518366e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 196510 members 
Entering Unmasked Estep 
Score: -25183388.000000 Penalty: 6059.635742
	Iteration 19Q: 3 clusters Score -2.518339e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 197573 members 
Entering Unmasked Estep 
Score: -25183206.000000 Penalty: 6059.635742
	Iteration 20F: 3 clusters Score -2.518321e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 198404 members 
Entering Unmasked Estep 
Score: -25183024.000000 Penalty: 6059.635742
	Iteration 21Q: 3 clusters Score -2.518302e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 199063 members 
Entering Unmasked Estep 
Score: -25182838.000000 Penalty: 6059.635742
	Iteration 22Q: 3 clusters Score -2.518284e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 199592 members 
Entering Unmasked Estep 
Score: -25182758.000000 Penalty: 6059.635742
	Iteration 23Q: 3 clusters Score -2.518276e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 199978 members 
Entering Unmasked Estep 
Score: -25182730.000000 Penalty: 6059.635742
	Iteration 24Q: 3 clusters Score -2.518273e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 200258 members 
Entering Unmasked Estep 
Score: -25182634.000000 Penalty: 6059.635742
	Iteration 25Q: 3 clusters Score -2.518263e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 200469 members 
Entering Unmasked Estep 
Score: -25182540.000000 Penalty: 6059.635742
	Iteration 26Q: 3 clusters Score -2.518254e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 200623 members 
Entering Unmasked Estep 
Score: -25182514.000000 Penalty: 6059.635742
	Iteration 27Q: 3 clusters Score -2.518251e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 200749 members 
Entering Unmasked Estep 
Score: -25182478.000000 Penalty: 6059.635742
	Iteration 28Q: 3 clusters Score -2.518248e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 200836 members 
Entering Unmasked Estep 
Score: -25182496.000000 Penalty: 6059.635742
	Iteration 29Q: 3 clusters Score -2.51825e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 200919 members 
Entering Unmasked Estep 
Score: -25182458.000000 Penalty: 6059.635742
	Iteration 30Q: 3 clusters Score -2.518246e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 200985 members 
Entering Unmasked Estep 
Score: -25182436.000000 Penalty: 6059.635742
	Iteration 31Q: 3 clusters Score -2.518244e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 201038 members 
Entering Unmasked Estep 
Score: -25182416.000000 Penalty: 6059.635742
	Iteration 32Q: 3 clusters Score -2.518242e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 201072 members 
Entering Unmasked Estep 
Score: -25182378.000000 Penalty: 6059.635742
	Iteration 33Q: 3 clusters Score -2.518238e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 201097 members 
Entering Unmasked Estep 
Score: -25182378.000000 Penalty: 6059.635742
	Iteration 34Q: 3 clusters Score -2.518238e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 201120 members 
Entering Unmasked Estep 
Score: -25182390.000000 Penalty: 6059.635742
	Iteration 35Q: 3 clusters Score -2.518239e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 201141 members 
Entering Unmasked Estep 
Score: -25182372.000000 Penalty: 6059.635742
	Iteration 36Q: 3 clusters Score -2.518237e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 201158 members 
Entering Unmasked Estep 
Score: -25182364.000000 Penalty: 6059.635742
	Iteration 37Q: 3 clusters Score -2.518236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 201169 members 
Entering Unmasked Estep 
Score: -25182366.000000 Penalty: 6059.635742
	Iteration 38Q: 3 clusters Score -2.518237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 201180 members 
Entering Unmasked Estep 
Score: -25182354.000000 Penalty: 6059.635742
	Iteration 39Q: 3 clusters Score -2.518235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 201189 members 
Entering Unmasked Estep 
Score: -25182356.000000 Penalty: 6059.635742
	Iteration 40F: 3 clusters Score -2.518236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 201197 members 
Entering Unmasked Estep 
Score: -25182368.000000 Penalty: 6059.635742
	Iteration 41Q: 3 clusters Score -2.518237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 201203 members 
Entering Unmasked Estep 
Score: -25182354.000000 Penalty: 6059.635742
	Iteration 42Q: 3 clusters Score -2.518235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 201212 members 
Entering Unmasked Estep 
Score: -25182342.000000 Penalty: 6059.635742
	Iteration 43Q: 3 clusters Score -2.518234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 201219 members 
Entering Unmasked Estep 
Score: -25182352.000000 Penalty: 6059.635742
	Iteration 44Q: 3 clusters Score -2.518235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 201226 members 
Entering Unmasked Estep 
Score: -25182332.000000 Penalty: 6059.635742
	Iteration 45Q: 3 clusters Score -2.518233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 201229 members 
Entering Unmasked Estep 
Score: -25182334.000000 Penalty: 6059.635742
	Iteration 46Q: 3 clusters Score -2.518233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 201232 members 
Entering Unmasked Estep 
Score: -25182338.000000 Penalty: 6059.635742
	Iteration 47Q: 3 clusters Score -2.518234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 201233 members 
Entering Unmasked Estep 
Score: -25182346.000000 Penalty: 6059.635742
	Iteration 48Q: 3 clusters Score -2.518235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 201233 members 
Entering Unmasked Estep 
Score: -25182346.000000 Penalty: 6059.635742
	Iteration 49F: 3 clusters Score -2.518235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Entering Unmasked Estep 
Score: -3164808.500000 Penalty: 2522.368164
	Iteration 0F: 2 clusters Score -3164808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -3146822.250000 Penalty: 5044.736328
	Iteration 0F: 3 clusters Score -3146822 nChanged 11669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -3153340.000000 Penalty: 5044.736328
	Iteration 1F: 3 clusters Score -3153340 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -3154024.500000 Penalty: 5044.736328
	Iteration 2F: 3 clusters Score -3154024 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -3154892.500000 Penalty: 5044.736328
	Iteration 3F: 3 clusters Score -3154892 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -3155982.500000 Penalty: 5044.736328
	Iteration 4F: 3 clusters Score -3155982 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3157105.750000 Penalty: 5044.736328
	Iteration 5F: 3 clusters Score -3157106 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -3158211.000000 Penalty: 5044.736328
	Iteration 6F: 3 clusters Score -3158211 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -3159397.000000 Penalty: 5044.736328
	Iteration 7F: 3 clusters Score -3159397 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -3160724.750000 Penalty: 5044.736328
	Iteration 8F: 3 clusters Score -3160725 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3162239.000000 Penalty: 5044.736328
	Iteration 9F: 3 clusters Score -3162239 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -3163407.500000 Penalty: 5044.736328
	Iteration 10Q: 3 clusters Score -3163408 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -3164060.000000 Penalty: 5044.736328
	Iteration 11Q: 3 clusters Score -3164060 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -3164356.500000 Penalty: 5044.736328
	Iteration 12Q: 3 clusters Score -3164356 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -3164600.250000 Penalty: 5044.736328
	Iteration 13Q: 3 clusters Score -3164600 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3164754.750000 Penalty: 5044.736328
	Iteration 14Q: 3 clusters Score -3164755 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -3164950.250000 Penalty: 5044.736328
	Iteration 15Q: 3 clusters Score -3164950 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -3165139.000000 Penalty: 5044.736328
	Iteration 16Q: 3 clusters Score -3165139 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -3165358.000000 Penalty: 5044.736328
	Iteration 17Q: 3 clusters Score -3165358 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -3165601.250000 Penalty: 5044.736328
	Iteration 18Q: 3 clusters Score -3165601 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -3165808.250000 Penalty: 5044.736328
	Iteration 19Q: 3 clusters Score -3165808 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -3165928.000000 Penalty: 5044.736328
	Iteration 20F: 3 clusters Score -3165928 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -3166005.250000 Penalty: 5044.736328
	Iteration 21Q: 3 clusters Score -3166005 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -3166072.000000 Penalty: 5044.736328
	Iteration 22Q: 3 clusters Score -3166072 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -3166103.000000 Penalty: 5044.736328
	Iteration 23Q: 3 clusters Score -3166103 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -3166118.000000 Penalty: 5044.736328
	Iteration 24Q: 3 clusters Score -3166118 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -3166126.000000 Penalty: 5044.736328
	Iteration 25Q: 3 clusters Score -3166126 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -3166119.000000 Penalty: 5044.736328
	Iteration 26Q: 3 clusters Score -3166119 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -3166131.000000 Penalty: 5044.736328
	Iteration 27Q: 3 clusters Score -3166131 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -3166131.250000 Penalty: 5044.736328
	Iteration 28Q: 3 clusters Score -3166131 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -3166151.250000 Penalty: 5044.736328
	Iteration 29Q: 3 clusters Score -3166151 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -3166160.750000 Penalty: 5044.736328
	Iteration 30Q: 3 clusters Score -3166161 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -3166159.000000 Penalty: 5044.736328
	Iteration 31Q: 3 clusters Score -3166159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -3166163.750000 Penalty: 5044.736328
	Iteration 32Q: 3 clusters Score -3166164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -3166164.000000 Penalty: 5044.736328
	Iteration 33Q: 3 clusters Score -3166164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -3166168.000000 Penalty: 5044.736328
	Iteration 34Q: 3 clusters Score -3166168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -3166168.500000 Penalty: 5044.736328
	Iteration 35Q: 3 clusters Score -3166168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -3166165.750000 Penalty: 5044.736328
	Iteration 36Q: 3 clusters Score -3166166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -3166167.000000 Penalty: 5044.736328
	Iteration 37Q: 3 clusters Score -3166167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3166162.750000 Penalty: 5044.736328
	Iteration 38Q: 3 clusters Score -3166163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -3166168.750000 Penalty: 5044.736328
	Iteration 39Q: 3 clusters Score -3166169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -3166170.000000 Penalty: 5044.736328
	Iteration 40F: 3 clusters Score -3166170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -3166174.750000 Penalty: 5044.736328
	Iteration 41Q: 3 clusters Score -3166175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -3166176.000000 Penalty: 5044.736328
	Iteration 42Q: 3 clusters Score -3166176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -3166174.000000 Penalty: 5044.736328
	Iteration 43Q: 3 clusters Score -3166174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -3166172.750000 Penalty: 5044.736328
	Iteration 44Q: 3 clusters Score -3166173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -3166175.250000 Penalty: 5044.736328
	Iteration 45Q: 3 clusters Score -3166175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -3166178.750000 Penalty: 5044.736328
	Iteration 46Q: 3 clusters Score -3166179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -3166181.250000 Penalty: 5044.736328
	Iteration 47Q: 3 clusters Score -3166181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -3166176.000000 Penalty: 5044.736328
	Iteration 48Q: 3 clusters Score -3166176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -3166174.500000 Penalty: 5044.736328
	Iteration 49Q: 3 clusters Score -3166174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -3166171.000000 Penalty: 5044.736328
	Iteration 50Q: 3 clusters Score -3166171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -3166170.500000 Penalty: 5044.736328
	Iteration 51Q: 3 clusters Score -3166170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -3166172.750000 Penalty: 5044.736328
	Iteration 52Q: 3 clusters Score -3166173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -3166176.500000 Penalty: 5044.736328
	Iteration 53Q: 3 clusters Score -3166176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -3166180.000000 Penalty: 5044.736328
	Iteration 54Q: 3 clusters Score -3166180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -3166178.000000 Penalty: 5044.736328
	Iteration 55Q: 3 clusters Score -3166178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -3166179.500000 Penalty: 5044.736328
	Iteration 56Q: 3 clusters Score -3166180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -3166178.500000 Penalty: 5044.736328
	Iteration 57Q: 3 clusters Score -3166178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -3166178.500000 Penalty: 5044.736328
	Iteration 58Q: 3 clusters Score -3166178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -3166178.500000 Penalty: 5044.736328
	Iteration 59F: 3 clusters Score -3166178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 2042 members 
Mstep: Class 3 contains 15710 members 
Mstep: Class 4 contains 18987 members 
Mstep: Class 5 contains 33998 members 
Mstep: Class 6 contains 201889 members 
Mstep: Class 7 contains 17916 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 44399 members 
Mstep: Class 10 contains 9974 members 
Mstep: Class 11 contains 15940 members 
Mstep: Class 12 contains 87199 members 
Mstep: Class 13 contains 12761 members 
Mstep: Class 14 contains 68089 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 119172 members 
Mstep: Class 17 contains 202199 members 
Mstep: Class 18 contains 7651 members 
Mstep: Class 19 contains 6054 members 
Mstep: Class 20 contains 310958 members 
Mstep: Class 21 contains 1111 members 
Mstep: Class 22 contains 8268 members 
Mstep: Class 23 contains 1778 members 
Mstep: Class 24 contains 2513 members 
Mstep: Class 25 contains 3773 members 
Mstep: Class 26 contains 18479 members 
Entering Unmasked Estep 
Score: -154487424.000000 Penalty: 90644.539062
Splitting cluster 18 changes total score from -154482032.000000 to -154487424.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (310958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310958 members 
Entering Unmasked Estep 
Score: -38563032.000000 Penalty: 3136.558594
	Iteration 0F: 2 clusters Score -3.856303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155058 members 
Mstep: Class 2 contains 155900 members 
Entering Unmasked Estep 
Score: -38376804.000000 Penalty: 6273.117188
	Iteration 0F: 3 clusters Score -3.83768e+07 nChanged 150855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145105 members 
Mstep: Class 2 contains 165853 members 
Entering Unmasked Estep 
Score: -38466848.000000 Penalty: 6273.117188
	Iteration 1F: 3 clusters Score -3.846685e+07 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138892 members 
Mstep: Class 2 contains 172066 members 
Entering Unmasked Estep 
Score: -38468764.000000 Penalty: 6273.117188
	Iteration 2Q: 3 clusters Score -3.846876e+07 nChanged 11543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129047 members 
Mstep: Class 2 contains 181911 members 
Entering Unmasked Estep 
Score: -38472892.000000 Penalty: 6273.117188
	Iteration 3Q: 3 clusters Score -3.847289e+07 nChanged 16166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114081 members 
Mstep: Class 2 contains 196877 members 
Entering Unmasked Estep 
Score: -38480036.000000 Penalty: 6273.117188
	Iteration 4F: 3 clusters Score -3.848004e+07 nChanged 21958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92977 members 
Mstep: Class 2 contains 217981 members 
Entering Unmasked Estep 
Score: -38492984.000000 Penalty: 6273.117188
	Iteration 5F: 3 clusters Score -3.849298e+07 nChanged 26582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66867 members 
Mstep: Class 2 contains 244091 members 
Entering Unmasked Estep 
Score: -38514004.000000 Penalty: 6273.117188
	Iteration 6F: 3 clusters Score -3.8514e+07 nChanged 26273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 269970 members 
Entering Unmasked Estep 
Score: -38538540.000000 Penalty: 6273.117188
	Iteration 7F: 3 clusters Score -3.853854e+07 nChanged 20422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 290210 members 
Entering Unmasked Estep 
Score: -38556088.000000 Penalty: 6273.117188
	Iteration 8F: 3 clusters Score -3.855609e+07 nChanged 11476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 301630 members 
Entering Unmasked Estep 
Score: -38563368.000000 Penalty: 6273.117188
	Iteration 9Q: 3 clusters Score -3.856337e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 306837 members 
Entering Unmasked Estep 
Score: -38563168.000000 Penalty: 6273.117188
	Iteration 10Q: 3 clusters Score -3.856317e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 309063 members 
Entering Unmasked Estep 
Score: -38562108.000000 Penalty: 6273.117188
	Iteration 11Q: 3 clusters Score -3.856211e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 309903 members 
Entering Unmasked Estep 
Score: -38561524.000000 Penalty: 6273.117188
	Iteration 12Q: 3 clusters Score -3.856152e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 310202 members 
Entering Unmasked Estep 
Score: -38561256.000000 Penalty: 6273.117188
	Iteration 13Q: 3 clusters Score -3.856126e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 310329 members 
Entering Unmasked Estep 
Score: -38561172.000000 Penalty: 6273.117188
	Iteration 14Q: 3 clusters Score -3.856117e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 310397 members 
Entering Unmasked Estep 
Score: -38561084.000000 Penalty: 6273.117188
	Iteration 15Q: 3 clusters Score -3.856108e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 310445 members 
Entering Unmasked Estep 
Score: -38561044.000000 Penalty: 6273.117188
	Iteration 16Q: 3 clusters Score -3.856104e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 310471 members 
Entering Unmasked Estep 
Score: -38561040.000000 Penalty: 6273.117188
	Iteration 17Q: 3 clusters Score -3.856104e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 310496 members 
Entering Unmasked Estep 
Score: -38561068.000000 Penalty: 6273.117188
	Iteration 18Q: 3 clusters Score -3.856107e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 310513 members 
Entering Unmasked Estep 
Score: -38561044.000000 Penalty: 6273.117188
	Iteration 19Q: 3 clusters Score -3.856104e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 310527 members 
Entering Unmasked Estep 
Score: -38561040.000000 Penalty: 6273.117188
	Iteration 20F: 3 clusters Score -3.856104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 310527 members 
Entering Unmasked Estep 
Score: -38561040.000000 Penalty: 6273.117188
	Iteration 21Q: 3 clusters Score -3.856104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 310531 members 
Entering Unmasked Estep 
Score: -38561016.000000 Penalty: 6273.117188
	Iteration 22Q: 3 clusters Score -3.856102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 310531 members 
Entering Unmasked Estep 
Score: -38561016.000000 Penalty: 6273.117188
	Iteration 23Q: 3 clusters Score -3.856102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 310530 members 
Entering Unmasked Estep 
Score: -38561028.000000 Penalty: 6273.117188
	Iteration 24Q: 3 clusters Score -3.856103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 310529 members 
Entering Unmasked Estep 
Score: -38561004.000000 Penalty: 6273.117188
	Iteration 25Q: 3 clusters Score -3.8561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 310526 members 
Entering Unmasked Estep 
Score: -38561036.000000 Penalty: 6273.117188
	Iteration 26Q: 3 clusters Score -3.856104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 310523 members 
Entering Unmasked Estep 
Score: -38561032.000000 Penalty: 6273.117188
	Iteration 27Q: 3 clusters Score -3.856103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 310528 members 
Entering Unmasked Estep 
Score: -38561048.000000 Penalty: 6273.117188
	Iteration 28Q: 3 clusters Score -3.856105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 310528 members 
Entering Unmasked Estep 
Score: -38561044.000000 Penalty: 6273.117188
	Iteration 29Q: 3 clusters Score -3.856104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 310529 members 
Entering Unmasked Estep 
Score: -38561044.000000 Penalty: 6273.117188
	Iteration 30Q: 3 clusters Score -3.856104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 310531 members 
Entering Unmasked Estep 
Score: -38561044.000000 Penalty: 6273.117188
	Iteration 31Q: 3 clusters Score -3.856104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 310533 members 
Entering Unmasked Estep 
Score: -38561024.000000 Penalty: 6273.117188
	Iteration 32Q: 3 clusters Score -3.856102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 310534 members 
Entering Unmasked Estep 
Score: -38561020.000000 Penalty: 6273.117188
	Iteration 33Q: 3 clusters Score -3.856102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 310535 members 
Entering Unmasked Estep 
Score: -38561020.000000 Penalty: 6273.117188
	Iteration 34Q: 3 clusters Score -3.856102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 310536 members 
Entering Unmasked Estep 
Score: -38561032.000000 Penalty: 6273.117188
	Iteration 35Q: 3 clusters Score -3.856103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 310536 members 
Entering Unmasked Estep 
Score: -38561032.000000 Penalty: 6273.117188
	Iteration 36F: 3 clusters Score -3.856103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Entering Unmasked Estep 
Score: -971128.000000 Penalty: 2236.996826
	Iteration 0F: 2 clusters Score -971128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -964613.875000 Penalty: 4473.993652
	Iteration 0F: 3 clusters Score -964613.9 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -966485.625000 Penalty: 4473.993652
	Iteration 1F: 3 clusters Score -966485.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -966809.500000 Penalty: 4473.993652
	Iteration 2F: 3 clusters Score -966809.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -967092.375000 Penalty: 4473.993652
	Iteration 3F: 3 clusters Score -967092.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -967470.062500 Penalty: 4473.993652
	Iteration 4F: 3 clusters Score -967470.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -968039.750000 Penalty: 4473.993652
	Iteration 5F: 3 clusters Score -968039.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -969166.937500 Penalty: 4473.993652
	Iteration 6F: 3 clusters Score -969166.9 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -971382.625000 Penalty: 4473.993652
	Iteration 7F: 3 clusters Score -971382.6 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -973484.000000 Penalty: 4473.993652
	Iteration 8F: 3 clusters Score -973484 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -973970.375000 Penalty: 4473.993652
	Iteration 9F: 3 clusters Score -973970.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -974121.812500 Penalty: 4473.993652
	Iteration 10Q: 3 clusters Score -974121.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -974199.937500 Penalty: 4473.993652
	Iteration 11Q: 3 clusters Score -974199.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -974260.812500 Penalty: 4473.993652
	Iteration 12Q: 3 clusters Score -974260.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -974320.812500 Penalty: 4473.993652
	Iteration 13Q: 3 clusters Score -974320.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -974405.250000 Penalty: 4473.993652
	Iteration 14Q: 3 clusters Score -974405.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -974498.812500 Penalty: 4473.993652
	Iteration 15Q: 3 clusters Score -974498.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -974593.000000 Penalty: 4473.993652
	Iteration 16Q: 3 clusters Score -974593 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -974664.812500 Penalty: 4473.993652
	Iteration 17Q: 3 clusters Score -974664.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -974724.312500 Penalty: 4473.993652
	Iteration 18Q: 3 clusters Score -974724.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -974767.875000 Penalty: 4473.993652
	Iteration 19Q: 3 clusters Score -974767.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -974798.562500 Penalty: 4473.993652
	Iteration 20F: 3 clusters Score -974798.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -974811.125000 Penalty: 4473.993652
	Iteration 21Q: 3 clusters Score -974811.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -974824.187500 Penalty: 4473.993652
	Iteration 22Q: 3 clusters Score -974824.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -974829.000000 Penalty: 4473.993652
	Iteration 23Q: 3 clusters Score -974829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -974834.562500 Penalty: 4473.993652
	Iteration 24Q: 3 clusters Score -974834.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -974838.187500 Penalty: 4473.993652
	Iteration 25Q: 3 clusters Score -974838.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -974839.812500 Penalty: 4473.993652
	Iteration 26Q: 3 clusters Score -974839.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -974840.750000 Penalty: 4473.993652
	Iteration 27Q: 3 clusters Score -974840.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -974842.625000 Penalty: 4473.993652
	Iteration 28Q: 3 clusters Score -974842.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -974844.062500 Penalty: 4473.993652
	Iteration 29Q: 3 clusters Score -974844.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -974842.375000 Penalty: 4473.993652
	Iteration 30Q: 3 clusters Score -974842.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -974842.437500 Penalty: 4473.993652
	Iteration 31Q: 3 clusters Score -974842.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -974842.437500 Penalty: 4473.993652
	Iteration 32F: 3 clusters Score -974842.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 2042 members 
Mstep: Class 3 contains 15710 members 
Mstep: Class 4 contains 18987 members 
Mstep: Class 5 contains 33998 members 
Mstep: Class 6 contains 201889 members 
Mstep: Class 7 contains 17916 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 44399 members 
Mstep: Class 10 contains 9974 members 
Mstep: Class 11 contains 15940 members 
Mstep: Class 12 contains 87199 members 
Mstep: Class 13 contains 12761 members 
Mstep: Class 14 contains 68089 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 119172 members 
Mstep: Class 17 contains 202199 members 
Mstep: Class 18 contains 7651 members 
Mstep: Class 19 contains 6054 members 
Mstep: Class 20 contains 310958 members 
Mstep: Class 21 contains 1111 members 
Mstep: Class 22 contains 4320 members 
Mstep: Class 23 contains 1778 members 
Mstep: Class 24 contains 2513 members 
Mstep: Class 25 contains 3773 members 
Mstep: Class 26 contains 18479 members 
Mstep: Class 27 contains 3948 members 
Entering Unmasked Estep 
Score: -154490112.000000 Penalty: 94130.875000
Splitting cluster 22 changes total score from -154482032.000000 to -154490112.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 24 (2513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Entering Unmasked Estep 
Score: -300253.906250 Penalty: 1941.649658
	Iteration 0F: 2 clusters Score -300253.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -297296.843750 Penalty: 3883.299316
	Iteration 0F: 3 clusters Score -297296.8 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -297980.156250 Penalty: 3883.299316
	Iteration 1F: 3 clusters Score -297980.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -298195.906250 Penalty: 3883.299316
	Iteration 2F: 3 clusters Score -298195.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -298314.093750 Penalty: 3883.299316
	Iteration 3F: 3 clusters Score -298314.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -298396.062500 Penalty: 3883.299316
	Iteration 4Q: 3 clusters Score -298396.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -298478.375000 Penalty: 3883.299316
	Iteration 5Q: 3 clusters Score -298478.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -298567.000000 Penalty: 3883.299316
	Iteration 6Q: 3 clusters Score -298567 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -298655.218750 Penalty: 3883.299316
	Iteration 7Q: 3 clusters Score -298655.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -298754.906250 Penalty: 3883.299316
	Iteration 8Q: 3 clusters Score -298754.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -298856.250000 Penalty: 3883.299316
	Iteration 9Q: 3 clusters Score -298856.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -298919.875000 Penalty: 3883.299316
	Iteration 10Q: 3 clusters Score -298919.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -298962.562500 Penalty: 3883.299316
	Iteration 11Q: 3 clusters Score -298962.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -298999.562500 Penalty: 3883.299316
	Iteration 12Q: 3 clusters Score -298999.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -299022.625000 Penalty: 3883.299316
	Iteration 13Q: 3 clusters Score -299022.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -299037.718750 Penalty: 3883.299316
	Iteration 14Q: 3 clusters Score -299037.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -299053.218750 Penalty: 3883.299316
	Iteration 15Q: 3 clusters Score -299053.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -299072.031250 Penalty: 3883.299316
	Iteration 16Q: 3 clusters Score -299072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -299086.187500 Penalty: 3883.299316
	Iteration 17Q: 3 clusters Score -299086.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -299094.906250 Penalty: 3883.299316
	Iteration 18Q: 3 clusters Score -299094.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -299102.250000 Penalty: 3883.299316
	Iteration 19Q: 3 clusters Score -299102.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -299106.937500 Penalty: 3883.299316
	Iteration 20F: 3 clusters Score -299106.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -299112.062500 Penalty: 3883.299316
	Iteration 21Q: 3 clusters Score -299112.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -299114.406250 Penalty: 3883.299316
	Iteration 22Q: 3 clusters Score -299114.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -299116.750000 Penalty: 3883.299316
	Iteration 23Q: 3 clusters Score -299116.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -299119.250000 Penalty: 3883.299316
	Iteration 24Q: 3 clusters Score -299119.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -299125.468750 Penalty: 3883.299316
	Iteration 25Q: 3 clusters Score -299125.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -299129.906250 Penalty: 3883.299316
	Iteration 26Q: 3 clusters Score -299129.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -299132.781250 Penalty: 3883.299316
	Iteration 27Q: 3 clusters Score -299132.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -299137.406250 Penalty: 3883.299316
	Iteration 28Q: 3 clusters Score -299137.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -299140.125000 Penalty: 3883.299316
	Iteration 29Q: 3 clusters Score -299140.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -299144.156250 Penalty: 3883.299316
	Iteration 30Q: 3 clusters Score -299144.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -299147.062500 Penalty: 3883.299316
	Iteration 31Q: 3 clusters Score -299147.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -299150.031250 Penalty: 3883.299316
	Iteration 32Q: 3 clusters Score -299150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -299152.250000 Penalty: 3883.299316
	Iteration 33Q: 3 clusters Score -299152.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -299153.937500 Penalty: 3883.299316
	Iteration 34Q: 3 clusters Score -299153.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -299153.937500 Penalty: 3883.299316
	Iteration 35F: 3 clusters Score -299153.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 2042 members 
Mstep: Class 3 contains 15710 members 
Mstep: Class 4 contains 18987 members 
Mstep: Class 5 contains 33998 members 
Mstep: Class 6 contains 201889 members 
Mstep: Class 10 contains 9974 members 
Mstep: Class 11 contains 15940 members 
Mstep: Class 12 contains 87199 members 
Mstep: Class 14 contains 68089 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 119172 members 
Mstep: Class 17 contains 202199 members 
Mstep: Class 18 contains 7651 members 
Mstep: Class 20 contains 310958 members 
Mstep: Class 22 contains 4320 members 
Mstep: Class 24 contains 2513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154502544.000000 Penalty: 94130.875000
Iteration 39Q: 28 clusters Score -1.545025e+08 nChanged 33359
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 15607 members 
Mstep: Class 4 contains 19491 members 
Mstep: Class 5 contains 34169 members 
Mstep: Class 6 contains 204448 members 
Mstep: Class 7 contains 16158 members 
Mstep: Class 8 contains 806 members 
Mstep: Class 9 contains 43301 members 
Mstep: Class 10 contains 10011 members 
Mstep: Class 11 contains 16980 members 
Mstep: Class 12 contains 87020 members 
Mstep: Class 13 contains 11321 members 
Mstep: Class 14 contains 69467 members 
Mstep: Class 15 contains 4735 members 
Mstep: Class 16 contains 118899 members 
Mstep: Class 17 contains 201555 members 
Mstep: Class 18 contains 8109 members 
Mstep: Class 19 contains 6073 members 
Mstep: Class 20 contains 310059 members 
Mstep: Class 21 contains 1290 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 1663 members 
Mstep: Class 24 contains 2471 members 
Mstep: Class 25 contains 3891 members 
Mstep: Class 26 contains 18242 members 
Mstep: Class 27 contains 3831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154514512.000000 Penalty: 94130.875000
Iteration 40F: 28 clusters Score -1.545145e+08 nChanged 25873
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 2081 members 
Mstep: Class 3 contains 15573 members 
Mstep: Class 4 contains 19162 members 
Mstep: Class 5 contains 34199 members 
Mstep: Class 6 contains 205453 members 
Mstep: Class 7 contains 16846 members 
Mstep: Class 8 contains 800 members 
Mstep: Class 9 contains 43989 members 
Mstep: Class 10 contains 10087 members 
Mstep: Class 11 contains 16985 members 
Mstep: Class 12 contains 86539 members 
Mstep: Class 13 contains 11110 members 
Mstep: Class 14 contains 70271 members 
Mstep: Class 15 contains 4581 members 
Mstep: Class 16 contains 117274 members 
Mstep: Class 17 contains 201333 members 
Mstep: Class 18 contains 8275 members 
Mstep: Class 19 contains 6420 members 
Mstep: Class 20 contains 307861 members 
Mstep: Class 21 contains 1710 members 
Mstep: Class 22 contains 4088 members 
Mstep: Class 23 contains 1700 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 4448 members 
Mstep: Class 26 contains 18484 members 
Mstep: Class 27 contains 3882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154521856.000000 Penalty: 94130.875000
Iteration 41Q: 28 clusters Score -1.545219e+08 nChanged 19643
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59005 members 
Mstep: Class 2 contains 2082 members 
Mstep: Class 3 contains 15629 members 
Mstep: Class 4 contains 18834 members 
Mstep: Class 5 contains 34218 members 
Mstep: Class 6 contains 206475 members 
Mstep: Class 7 contains 17337 members 
Mstep: Class 8 contains 797 members 
Mstep: Class 9 contains 44219 members 
Mstep: Class 10 contains 10159 members 
Mstep: Class 11 contains 17140 members 
Mstep: Class 12 contains 86075 members 
Mstep: Class 13 contains 10866 members 
Mstep: Class 14 contains 71050 members 
Mstep: Class 15 contains 4524 members 
Mstep: Class 16 contains 115941 members 
Mstep: Class 17 contains 200547 members 
Mstep: Class 18 contains 8512 members 
Mstep: Class 19 contains 6767 members 
Mstep: Class 20 contains 306591 members 
Mstep: Class 21 contains 1979 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 1708 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 4843 members 
Mstep: Class 26 contains 18617 members 
Mstep: Class 27 contains 3894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154525984.000000 Penalty: 94130.875000
Iteration 42Q: 28 clusters Score -1.54526e+08 nChanged 16955
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 15717 members 
Mstep: Class 4 contains 18548 members 
Mstep: Class 5 contains 34248 members 
Mstep: Class 6 contains 207319 members 
Mstep: Class 7 contains 17713 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 44406 members 
Mstep: Class 10 contains 10216 members 
Mstep: Class 11 contains 17234 members 
Mstep: Class 12 contains 85691 members 
Mstep: Class 13 contains 10655 members 
Mstep: Class 14 contains 71772 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 114664 members 
Mstep: Class 17 contains 199703 members 
Mstep: Class 18 contains 8723 members 
Mstep: Class 19 contains 7139 members 
Mstep: Class 20 contains 305707 members 
Mstep: Class 21 contains 2155 members 
Mstep: Class 22 contains 3964 members 
Mstep: Class 23 contains 1711 members 
Mstep: Class 24 contains 2181 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 18729 members 
Mstep: Class 27 contains 3904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154528768.000000 Penalty: 94130.875000
Iteration 43Q: 28 clusters Score -1.545288e+08 nChanged 14920
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 15772 members 
Mstep: Class 4 contains 18223 members 
Mstep: Class 5 contains 34245 members 
Mstep: Class 6 contains 208000 members 
Mstep: Class 7 contains 17988 members 
Mstep: Class 8 contains 793 members 
Mstep: Class 9 contains 44531 members 
Mstep: Class 10 contains 10234 members 
Mstep: Class 11 contains 17321 members 
Mstep: Class 12 contains 85396 members 
Mstep: Class 13 contains 10466 members 
Mstep: Class 14 contains 72416 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 113691 members 
Mstep: Class 17 contains 198727 members 
Mstep: Class 18 contains 8938 members 
Mstep: Class 19 contains 7565 members 
Mstep: Class 20 contains 305007 members 
Mstep: Class 21 contains 2267 members 
Mstep: Class 22 contains 3928 members 
Mstep: Class 23 contains 1718 members 
Mstep: Class 24 contains 2131 members 
Mstep: Class 25 contains 5662 members 
Mstep: Class 26 contains 18821 members 
Mstep: Class 27 contains 3912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531328.000000 Penalty: 94130.875000
Iteration 44Q: 28 clusters Score -1.545313e+08 nChanged 13452
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 15823 members 
Mstep: Class 4 contains 17943 members 
Mstep: Class 5 contains 34265 members 
Mstep: Class 6 contains 208594 members 
Mstep: Class 7 contains 18179 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 44624 members 
Mstep: Class 10 contains 10253 members 
Mstep: Class 11 contains 17396 members 
Mstep: Class 12 contains 85124 members 
Mstep: Class 13 contains 10303 members 
Mstep: Class 14 contains 73050 members 
Mstep: Class 15 contains 4402 members 
Mstep: Class 16 contains 112931 members 
Mstep: Class 17 contains 197676 members 
Mstep: Class 18 contains 9121 members 
Mstep: Class 19 contains 8018 members 
Mstep: Class 20 contains 304343 members 
Mstep: Class 21 contains 2351 members 
Mstep: Class 22 contains 3901 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 2079 members 
Mstep: Class 25 contains 6034 members 
Mstep: Class 26 contains 18890 members 
Mstep: Class 27 contains 3914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154533120.000000 Penalty: 94130.875000
Iteration 45Q: 28 clusters Score -1.545331e+08 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 60643 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 15903 members 
Mstep: Class 4 contains 17719 members 
Mstep: Class 5 contains 34297 members 
Mstep: Class 6 contains 209108 members 
Mstep: Class 7 contains 18314 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 44681 members 
Mstep: Class 10 contains 10271 members 
Mstep: Class 11 contains 17462 members 
Mstep: Class 12 contains 84853 members 
Mstep: Class 13 contains 10173 members 
Mstep: Class 14 contains 73611 members 
Mstep: Class 15 contains 4358 members 
Mstep: Class 16 contains 112311 members 
Mstep: Class 17 contains 196856 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 8465 members 
Mstep: Class 20 contains 303566 members 
Mstep: Class 21 contains 2421 members 
Mstep: Class 22 contains 3874 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 2042 members 
Mstep: Class 25 contains 6420 members 
Mstep: Class 26 contains 18942 members 
Mstep: Class 27 contains 3921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154534336.000000 Penalty: 94130.875000
Iteration 46Q: 28 clusters Score -1.545343e+08 nChanged 11583
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 60942 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 15963 members 
Mstep: Class 4 contains 17484 members 
Mstep: Class 5 contains 34328 members 
Mstep: Class 6 contains 209491 members 
Mstep: Class 7 contains 18413 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 44718 members 
Mstep: Class 10 contains 10282 members 
Mstep: Class 11 contains 17551 members 
Mstep: Class 12 contains 84612 members 
Mstep: Class 13 contains 10054 members 
Mstep: Class 14 contains 74123 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 111864 members 
Mstep: Class 17 contains 196058 members 
Mstep: Class 18 contains 9443 members 
Mstep: Class 19 contains 8881 members 
Mstep: Class 20 contains 302908 members 
Mstep: Class 21 contains 2483 members 
Mstep: Class 22 contains 3862 members 
Mstep: Class 23 contains 1741 members 
Mstep: Class 24 contains 2005 members 
Mstep: Class 25 contains 6773 members 
Mstep: Class 26 contains 19004 members 
Mstep: Class 27 contains 3928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535760.000000 Penalty: 94130.875000
Iteration 47Q: 28 clusters Score -1.545358e+08 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 61246 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 16001 members 
Mstep: Class 4 contains 17301 members 
Mstep: Class 5 contains 34344 members 
Mstep: Class 6 contains 209767 members 
Mstep: Class 7 contains 18507 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 44727 members 
Mstep: Class 10 contains 10299 members 
Mstep: Class 11 contains 17621 members 
Mstep: Class 12 contains 84387 members 
Mstep: Class 13 contains 9959 members 
Mstep: Class 14 contains 74536 members 
Mstep: Class 15 contains 4280 members 
Mstep: Class 16 contains 111592 members 
Mstep: Class 17 contains 195303 members 
Mstep: Class 18 contains 9567 members 
Mstep: Class 19 contains 9281 members 
Mstep: Class 20 contains 302342 members 
Mstep: Class 21 contains 2527 members 
Mstep: Class 22 contains 3847 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 1972 members 
Mstep: Class 25 contains 7086 members 
Mstep: Class 26 contains 19042 members 
Mstep: Class 27 contains 3932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536128.000000 Penalty: 94130.875000
Iteration 48Q: 28 clusters Score -1.545361e+08 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 61560 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 16037 members 
Mstep: Class 4 contains 17106 members 
Mstep: Class 5 contains 34380 members 
Mstep: Class 6 contains 210078 members 
Mstep: Class 7 contains 18574 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 44753 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 17675 members 
Mstep: Class 12 contains 84208 members 
Mstep: Class 13 contains 9856 members 
Mstep: Class 14 contains 74885 members 
Mstep: Class 15 contains 4244 members 
Mstep: Class 16 contains 111284 members 
Mstep: Class 17 contains 194610 members 
Mstep: Class 18 contains 9698 members 
Mstep: Class 19 contains 9628 members 
Mstep: Class 20 contains 301836 members 
Mstep: Class 21 contains 2555 members 
Mstep: Class 22 contains 3833 members 
Mstep: Class 23 contains 1774 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 7362 members 
Mstep: Class 26 contains 19090 members 
Mstep: Class 27 contains 3941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154537248.000000 Penalty: 94130.875000
Iteration 49Q: 28 clusters Score -1.545372e+08 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 61831 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 16078 members 
Mstep: Class 4 contains 16898 members 
Mstep: Class 5 contains 34404 members 
Mstep: Class 6 contains 210325 members 
Mstep: Class 7 contains 18651 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 44787 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 17726 members 
Mstep: Class 12 contains 84046 members 
Mstep: Class 13 contains 9788 members 
Mstep: Class 14 contains 75166 members 
Mstep: Class 15 contains 4214 members 
Mstep: Class 16 contains 111035 members 
Mstep: Class 17 contains 194117 members 
Mstep: Class 18 contains 9817 members 
Mstep: Class 19 contains 9923 members 
Mstep: Class 20 contains 301308 members 
Mstep: Class 21 contains 2585 members 
Mstep: Class 22 contains 3822 members 
Mstep: Class 23 contains 1781 members 
Mstep: Class 24 contains 1926 members 
Mstep: Class 25 contains 7616 members 
Mstep: Class 26 contains 19127 members 
Mstep: Class 27 contains 3942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154537808.000000 Penalty: 94130.875000
Iteration 50Q: 28 clusters Score -1.545378e+08 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 62056 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 16128 members 
Mstep: Class 4 contains 16713 members 
Mstep: Class 5 contains 34412 members 
Mstep: Class 6 contains 210634 members 
Mstep: Class 7 contains 18721 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 44806 members 
Mstep: Class 10 contains 10316 members 
Mstep: Class 11 contains 17772 members 
Mstep: Class 12 contains 83912 members 
Mstep: Class 13 contains 9738 members 
Mstep: Class 14 contains 75420 members 
Mstep: Class 15 contains 4196 members 
Mstep: Class 16 contains 110796 members 
Mstep: Class 17 contains 193837 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 10142 members 
Mstep: Class 20 contains 300636 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 3818 members 
Mstep: Class 23 contains 1789 members 
Mstep: Class 24 contains 1906 members 
Mstep: Class 25 contains 7853 members 
Mstep: Class 26 contains 19138 members 
Mstep: Class 27 contains 3941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154537456.000000 Penalty: 94130.875000
Iteration 51Q: 28 clusters Score -1.545375e+08 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 62254 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 16166 members 
Mstep: Class 4 contains 16535 members 
Mstep: Class 5 contains 34416 members 
Mstep: Class 6 contains 210856 members 
Mstep: Class 7 contains 18749 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 44798 members 
Mstep: Class 10 contains 10315 members 
Mstep: Class 11 contains 17818 members 
Mstep: Class 12 contains 83784 members 
Mstep: Class 13 contains 9722 members 
Mstep: Class 14 contains 75698 members 
Mstep: Class 15 contains 4173 members 
Mstep: Class 16 contains 110589 members 
Mstep: Class 17 contains 193698 members 
Mstep: Class 18 contains 10078 members 
Mstep: Class 19 contains 10326 members 
Mstep: Class 20 contains 299972 members 
Mstep: Class 21 contains 2614 members 
Mstep: Class 22 contains 3824 members 
Mstep: Class 23 contains 1794 members 
Mstep: Class 24 contains 1887 members 
Mstep: Class 25 contains 8068 members 
Mstep: Class 26 contains 19151 members 
Mstep: Class 27 contains 3941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154537024.000000 Penalty: 94130.875000
Iteration 52Q: 28 clusters Score -1.54537e+08 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 62444 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 16201 members 
Mstep: Class 4 contains 16368 members 
Mstep: Class 5 contains 34435 members 
Mstep: Class 6 contains 211037 members 
Mstep: Class 7 contains 18784 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 44782 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 17872 members 
Mstep: Class 12 contains 83670 members 
Mstep: Class 13 contains 9706 members 
Mstep: Class 14 contains 75952 members 
Mstep: Class 15 contains 4162 members 
Mstep: Class 16 contains 110416 members 
Mstep: Class 17 contains 193733 members 
Mstep: Class 18 contains 10204 members 
Mstep: Class 19 contains 10494 members 
Mstep: Class 20 contains 299162 members 
Mstep: Class 21 contains 2628 members 
Mstep: Class 22 contains 3815 members 
Mstep: Class 23 contains 1792 members 
Mstep: Class 24 contains 1869 members 
Mstep: Class 25 contains 8277 members 
Mstep: Class 26 contains 19166 members 
Mstep: Class 27 contains 3945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536352.000000 Penalty: 94130.875000
Iteration 53Q: 28 clusters Score -1.545364e+08 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 62616 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 16236 members 
Mstep: Class 4 contains 16232 members 
Mstep: Class 5 contains 34461 members 
Mstep: Class 6 contains 211199 members 
Mstep: Class 7 contains 18832 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 44757 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 17917 members 
Mstep: Class 12 contains 83564 members 
Mstep: Class 13 contains 9688 members 
Mstep: Class 14 contains 76171 members 
Mstep: Class 15 contains 4151 members 
Mstep: Class 16 contains 110352 members 
Mstep: Class 17 contains 193799 members 
Mstep: Class 18 contains 10307 members 
Mstep: Class 19 contains 10639 members 
Mstep: Class 20 contains 298339 members 
Mstep: Class 21 contains 2638 members 
Mstep: Class 22 contains 3815 members 
Mstep: Class 23 contains 1796 members 
Mstep: Class 24 contains 1857 members 
Mstep: Class 25 contains 8426 members 
Mstep: Class 26 contains 19177 members 
Mstep: Class 27 contains 3946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536640.000000 Penalty: 94130.875000
Iteration 54Q: 28 clusters Score -1.545366e+08 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 16276 members 
Mstep: Class 4 contains 16090 members 
Mstep: Class 5 contains 34473 members 
Mstep: Class 6 contains 211288 members 
Mstep: Class 7 contains 18871 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 44737 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 17956 members 
Mstep: Class 12 contains 83439 members 
Mstep: Class 13 contains 9677 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4138 members 
Mstep: Class 16 contains 110352 members 
Mstep: Class 17 contains 193845 members 
Mstep: Class 18 contains 10403 members 
Mstep: Class 19 contains 10752 members 
Mstep: Class 20 contains 297665 members 
Mstep: Class 21 contains 2638 members 
Mstep: Class 22 contains 3815 members 
Mstep: Class 23 contains 1800 members 
Mstep: Class 24 contains 1857 members 
Mstep: Class 25 contains 8575 members 
Mstep: Class 26 contains 19199 members 
Mstep: Class 27 contains 3945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154537216.000000 Penalty: 94130.875000
Iteration 55Q: 28 clusters Score -1.545372e+08 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 62961 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 16325 members 
Mstep: Class 4 contains 15937 members 
Mstep: Class 5 contains 34492 members 
Mstep: Class 6 contains 211354 members 
Mstep: Class 7 contains 18911 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 44721 members 
Mstep: Class 10 contains 10305 members 
Mstep: Class 11 contains 17976 members 
Mstep: Class 12 contains 83338 members 
Mstep: Class 13 contains 9676 members 
Mstep: Class 14 contains 76467 members 
Mstep: Class 15 contains 4126 members 
Mstep: Class 16 contains 110446 members 
Mstep: Class 17 contains 193891 members 
Mstep: Class 18 contains 10516 members 
Mstep: Class 19 contains 10867 members 
Mstep: Class 20 contains 296960 members 
Mstep: Class 21 contains 2638 members 
Mstep: Class 22 contains 3808 members 
Mstep: Class 23 contains 1802 members 
Mstep: Class 24 contains 1849 members 
Mstep: Class 25 contains 8709 members 
Mstep: Class 26 contains 19205 members 
Mstep: Class 27 contains 3947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154537200.000000 Penalty: 94130.875000
Iteration 56Q: 28 clusters Score -1.545372e+08 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 63100 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 16379 members 
Mstep: Class 4 contains 15827 members 
Mstep: Class 5 contains 34524 members 
Mstep: Class 6 contains 211442 members 
Mstep: Class 7 contains 18960 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 44702 members 
Mstep: Class 10 contains 10304 members 
Mstep: Class 11 contains 17998 members 
Mstep: Class 12 contains 83226 members 
Mstep: Class 13 contains 9659 members 
Mstep: Class 14 contains 76545 members 
Mstep: Class 15 contains 4114 members 
Mstep: Class 16 contains 110588 members 
Mstep: Class 17 contains 193972 members 
Mstep: Class 18 contains 10624 members 
Mstep: Class 19 contains 10964 members 
Mstep: Class 20 contains 296210 members 
Mstep: Class 21 contains 2638 members 
Mstep: Class 22 contains 3803 members 
Mstep: Class 23 contains 1802 members 
Mstep: Class 24 contains 1841 members 
Mstep: Class 25 contains 8827 members 
Mstep: Class 26 contains 19228 members 
Mstep: Class 27 contains 3948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154537680.000000 Penalty: 94130.875000
Iteration 57Q: 28 clusters Score -1.545377e+08 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 63230 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 16430 members 
Mstep: Class 4 contains 15726 members 
Mstep: Class 5 contains 34567 members 
Mstep: Class 6 contains 211504 members 
Mstep: Class 7 contains 18997 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 44681 members 
Mstep: Class 10 contains 10305 members 
Mstep: Class 11 contains 18018 members 
Mstep: Class 12 contains 83085 members 
Mstep: Class 13 contains 9637 members 
Mstep: Class 14 contains 76614 members 
Mstep: Class 15 contains 4112 members 
Mstep: Class 16 contains 110809 members 
Mstep: Class 17 contains 194097 members 
Mstep: Class 18 contains 10714 members 
Mstep: Class 19 contains 11082 members 
Mstep: Class 20 contains 295418 members 
Mstep: Class 21 contains 2645 members 
Mstep: Class 22 contains 3804 members 
Mstep: Class 23 contains 1805 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 19259 members 
Mstep: Class 27 contains 3949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154538800.000000 Penalty: 94130.875000
Iteration 58Q: 28 clusters Score -1.545388e+08 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 63348 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 16475 members 
Mstep: Class 4 contains 15604 members 
Mstep: Class 5 contains 34581 members 
Mstep: Class 6 contains 211575 members 
Mstep: Class 7 contains 19009 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 44691 members 
Mstep: Class 10 contains 10305 members 
Mstep: Class 11 contains 18045 members 
Mstep: Class 12 contains 82976 members 
Mstep: Class 13 contains 9630 members 
Mstep: Class 14 contains 76624 members 
Mstep: Class 15 contains 4105 members 
Mstep: Class 16 contains 111151 members 
Mstep: Class 17 contains 194253 members 
Mstep: Class 18 contains 10797 members 
Mstep: Class 19 contains 11195 members 
Mstep: Class 20 contains 294576 members 
Mstep: Class 21 contains 2651 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 1804 members 
Mstep: Class 24 contains 1831 members 
Mstep: Class 25 contains 8979 members 
Mstep: Class 26 contains 19266 members 
Mstep: Class 27 contains 3949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154538688.000000 Penalty: 94130.875000
Iteration 59Q: 28 clusters Score -1.545387e+08 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 63443 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 16508 members 
Mstep: Class 4 contains 15508 members 
Mstep: Class 5 contains 34635 members 
Mstep: Class 6 contains 211598 members 
Mstep: Class 7 contains 19015 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 44695 members 
Mstep: Class 10 contains 10309 members 
Mstep: Class 11 contains 18054 members 
Mstep: Class 12 contains 82875 members 
Mstep: Class 13 contains 9620 members 
Mstep: Class 14 contains 76595 members 
Mstep: Class 15 contains 4093 members 
Mstep: Class 16 contains 111652 members 
Mstep: Class 17 contains 194365 members 
Mstep: Class 18 contains 10871 members 
Mstep: Class 19 contains 11301 members 
Mstep: Class 20 contains 293714 members 
Mstep: Class 21 contains 2656 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 1809 members 
Mstep: Class 24 contains 1828 members 
Mstep: Class 25 contains 9048 members 
Mstep: Class 26 contains 19280 members 
Mstep: Class 27 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154539392.000000 Penalty: 94130.875000
Iteration 60F: 28 clusters Score -1.545394e+08 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 63514 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 16537 members 
Mstep: Class 4 contains 15386 members 
Mstep: Class 5 contains 34683 members 
Mstep: Class 6 contains 211615 members 
Mstep: Class 7 contains 18996 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44689 members 
Mstep: Class 10 contains 10307 members 
Mstep: Class 11 contains 18074 members 
Mstep: Class 12 contains 82754 members 
Mstep: Class 13 contains 9619 members 
Mstep: Class 14 contains 76377 members 
Mstep: Class 15 contains 4082 members 
Mstep: Class 16 contains 112226 members 
Mstep: Class 17 contains 194419 members 
Mstep: Class 18 contains 10946 members 
Mstep: Class 19 contains 11643 members 
Mstep: Class 20 contains 292855 members 
Mstep: Class 21 contains 2667 members 
Mstep: Class 22 contains 3798 members 
Mstep: Class 23 contains 1808 members 
Mstep: Class 24 contains 1822 members 
Mstep: Class 25 contains 9163 members 
Mstep: Class 26 contains 19293 members 
Mstep: Class 27 contains 3954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540432.000000 Penalty: 94130.875000
Iteration 61Q: 28 clusters Score -1.545404e+08 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 63607 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 16563 members 
Mstep: Class 4 contains 15282 members 
Mstep: Class 5 contains 34701 members 
Mstep: Class 6 contains 211585 members 
Mstep: Class 7 contains 18983 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44693 members 
Mstep: Class 10 contains 10306 members 
Mstep: Class 11 contains 18085 members 
Mstep: Class 12 contains 82660 members 
Mstep: Class 13 contains 9612 members 
Mstep: Class 14 contains 76116 members 
Mstep: Class 15 contains 4071 members 
Mstep: Class 16 contains 112866 members 
Mstep: Class 17 contains 194407 members 
Mstep: Class 18 contains 11038 members 
Mstep: Class 19 contains 11911 members 
Mstep: Class 20 contains 292155 members 
Mstep: Class 21 contains 2675 members 
Mstep: Class 22 contains 3792 members 
Mstep: Class 23 contains 1810 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 9238 members 
Mstep: Class 26 contains 19298 members 
Mstep: Class 27 contains 3955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540768.000000 Penalty: 94130.875000
Iteration 62Q: 28 clusters Score -1.545408e+08 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 63706 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 16587 members 
Mstep: Class 4 contains 15152 members 
Mstep: Class 5 contains 34713 members 
Mstep: Class 6 contains 211490 members 
Mstep: Class 7 contains 18973 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44690 members 
Mstep: Class 10 contains 10306 members 
Mstep: Class 11 contains 18101 members 
Mstep: Class 12 contains 82588 members 
Mstep: Class 13 contains 9611 members 
Mstep: Class 14 contains 75906 members 
Mstep: Class 15 contains 4063 members 
Mstep: Class 16 contains 113618 members 
Mstep: Class 17 contains 194404 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 12118 members 
Mstep: Class 20 contains 291423 members 
Mstep: Class 21 contains 2682 members 
Mstep: Class 22 contains 3791 members 
Mstep: Class 23 contains 1813 members 
Mstep: Class 24 contains 1810 members 
Mstep: Class 25 contains 9299 members 
Mstep: Class 26 contains 19305 members 
Mstep: Class 27 contains 3955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541008.000000 Penalty: 94130.875000
Iteration 63Q: 28 clusters Score -1.54541e+08 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 16607 members 
Mstep: Class 4 contains 15044 members 
Mstep: Class 5 contains 34718 members 
Mstep: Class 6 contains 211355 members 
Mstep: Class 7 contains 18976 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44691 members 
Mstep: Class 10 contains 10306 members 
Mstep: Class 11 contains 18103 members 
Mstep: Class 12 contains 82510 members 
Mstep: Class 13 contains 9626 members 
Mstep: Class 14 contains 75695 members 
Mstep: Class 15 contains 4044 members 
Mstep: Class 16 contains 114437 members 
Mstep: Class 17 contains 194433 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 12275 members 
Mstep: Class 20 contains 290700 members 
Mstep: Class 21 contains 2690 members 
Mstep: Class 22 contains 3787 members 
Mstep: Class 23 contains 1819 members 
Mstep: Class 24 contains 1808 members 
Mstep: Class 25 contains 9359 members 
Mstep: Class 26 contains 19305 members 
Mstep: Class 27 contains 3956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541440.000000 Penalty: 94130.875000
Iteration 64Q: 28 clusters Score -1.545414e+08 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 63864 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 16621 members 
Mstep: Class 4 contains 14955 members 
Mstep: Class 5 contains 34747 members 
Mstep: Class 6 contains 211224 members 
Mstep: Class 7 contains 18962 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44703 members 
Mstep: Class 10 contains 10305 members 
Mstep: Class 11 contains 18107 members 
Mstep: Class 12 contains 82428 members 
Mstep: Class 13 contains 9617 members 
Mstep: Class 14 contains 75415 members 
Mstep: Class 15 contains 4039 members 
Mstep: Class 16 contains 115338 members 
Mstep: Class 17 contains 194483 members 
Mstep: Class 18 contains 11305 members 
Mstep: Class 19 contains 12442 members 
Mstep: Class 20 contains 289889 members 
Mstep: Class 21 contains 2698 members 
Mstep: Class 22 contains 3788 members 
Mstep: Class 23 contains 1820 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 9421 members 
Mstep: Class 26 contains 19305 members 
Mstep: Class 27 contains 3956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541696.000000 Penalty: 94130.875000
Iteration 65Q: 28 clusters Score -1.545417e+08 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 63932 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 16630 members 
Mstep: Class 4 contains 14846 members 
Mstep: Class 5 contains 34764 members 
Mstep: Class 6 contains 211160 members 
Mstep: Class 7 contains 18937 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44692 members 
Mstep: Class 10 contains 10303 members 
Mstep: Class 11 contains 18111 members 
Mstep: Class 12 contains 82368 members 
Mstep: Class 13 contains 9619 members 
Mstep: Class 14 contains 75126 members 
Mstep: Class 15 contains 4036 members 
Mstep: Class 16 contains 116337 members 
Mstep: Class 17 contains 194566 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 12567 members 
Mstep: Class 20 contains 288978 members 
Mstep: Class 21 contains 2705 members 
Mstep: Class 22 contains 3787 members 
Mstep: Class 23 contains 1819 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 9475 members 
Mstep: Class 26 contains 19307 members 
Mstep: Class 27 contains 3954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541328.000000 Penalty: 94130.875000
Iteration 66Q: 28 clusters Score -1.545413e+08 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 63994 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 16639 members 
Mstep: Class 4 contains 14741 members 
Mstep: Class 5 contains 34765 members 
Mstep: Class 6 contains 211069 members 
Mstep: Class 7 contains 18924 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44691 members 
Mstep: Class 10 contains 10296 members 
Mstep: Class 11 contains 18115 members 
Mstep: Class 12 contains 82310 members 
Mstep: Class 13 contains 9621 members 
Mstep: Class 14 contains 74815 members 
Mstep: Class 15 contains 4033 members 
Mstep: Class 16 contains 117506 members 
Mstep: Class 17 contains 194615 members 
Mstep: Class 18 contains 11523 members 
Mstep: Class 19 contains 12668 members 
Mstep: Class 20 contains 288008 members 
Mstep: Class 21 contains 2706 members 
Mstep: Class 22 contains 3791 members 
Mstep: Class 23 contains 1819 members 
Mstep: Class 24 contains 1776 members 
Mstep: Class 25 contains 9535 members 
Mstep: Class 26 contains 19313 members 
Mstep: Class 27 contains 3954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541408.000000 Penalty: 94130.875000
Iteration 67Q: 28 clusters Score -1.545414e+08 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64073 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 16651 members 
Mstep: Class 4 contains 14634 members 
Mstep: Class 5 contains 34769 members 
Mstep: Class 6 contains 210992 members 
Mstep: Class 7 contains 18907 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44682 members 
Mstep: Class 10 contains 10286 members 
Mstep: Class 11 contains 18116 members 
Mstep: Class 12 contains 82252 members 
Mstep: Class 13 contains 9620 members 
Mstep: Class 14 contains 74522 members 
Mstep: Class 15 contains 4028 members 
Mstep: Class 16 contains 118821 members 
Mstep: Class 17 contains 194632 members 
Mstep: Class 18 contains 11642 members 
Mstep: Class 19 contains 12763 members 
Mstep: Class 20 contains 286912 members 
Mstep: Class 21 contains 2707 members 
Mstep: Class 22 contains 3789 members 
Mstep: Class 23 contains 1818 members 
Mstep: Class 24 contains 1762 members 
Mstep: Class 25 contains 9577 members 
Mstep: Class 26 contains 19318 members 
Mstep: Class 27 contains 3954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541840.000000 Penalty: 94130.875000
Iteration 68Q: 28 clusters Score -1.545418e+08 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64183 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 16659 members 
Mstep: Class 4 contains 14539 members 
Mstep: Class 5 contains 34753 members 
Mstep: Class 6 contains 210972 members 
Mstep: Class 7 contains 18903 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44665 members 
Mstep: Class 10 contains 10279 members 
Mstep: Class 11 contains 18125 members 
Mstep: Class 12 contains 82199 members 
Mstep: Class 13 contains 9632 members 
Mstep: Class 14 contains 74165 members 
Mstep: Class 15 contains 4027 members 
Mstep: Class 16 contains 120204 members 
Mstep: Class 17 contains 194471 members 
Mstep: Class 18 contains 11742 members 
Mstep: Class 19 contains 12837 members 
Mstep: Class 20 contains 285910 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 3783 members 
Mstep: Class 23 contains 1818 members 
Mstep: Class 24 contains 1746 members 
Mstep: Class 25 contains 9629 members 
Mstep: Class 26 contains 19322 members 
Mstep: Class 27 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541632.000000 Penalty: 94130.875000
Iteration 69Q: 28 clusters Score -1.545416e+08 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64281 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 16660 members 
Mstep: Class 4 contains 14462 members 
Mstep: Class 5 contains 34763 members 
Mstep: Class 6 contains 210956 members 
Mstep: Class 7 contains 18894 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44643 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 18132 members 
Mstep: Class 12 contains 82134 members 
Mstep: Class 13 contains 9634 members 
Mstep: Class 14 contains 73822 members 
Mstep: Class 15 contains 4025 members 
Mstep: Class 16 contains 121639 members 
Mstep: Class 17 contains 194304 members 
Mstep: Class 18 contains 11837 members 
Mstep: Class 19 contains 12887 members 
Mstep: Class 20 contains 284895 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 3782 members 
Mstep: Class 23 contains 1818 members 
Mstep: Class 24 contains 1735 members 
Mstep: Class 25 contains 9669 members 
Mstep: Class 26 contains 19321 members 
Mstep: Class 27 contains 3950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541248.000000 Penalty: 94130.875000
Iteration 70Q: 28 clusters Score -1.545412e+08 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64351 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 16666 members 
Mstep: Class 4 contains 14374 members 
Mstep: Class 5 contains 34787 members 
Mstep: Class 6 contains 210905 members 
Mstep: Class 7 contains 18878 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44635 members 
Mstep: Class 10 contains 10266 members 
Mstep: Class 11 contains 18143 members 
Mstep: Class 12 contains 82075 members 
Mstep: Class 13 contains 9631 members 
Mstep: Class 14 contains 73446 members 
Mstep: Class 15 contains 4023 members 
Mstep: Class 16 contains 123098 members 
Mstep: Class 17 contains 194071 members 
Mstep: Class 18 contains 11941 members 
Mstep: Class 19 contains 12920 members 
Mstep: Class 20 contains 283991 members 
Mstep: Class 21 contains 2714 members 
Mstep: Class 22 contains 3779 members 
Mstep: Class 23 contains 1817 members 
Mstep: Class 24 contains 1727 members 
Mstep: Class 25 contains 9714 members 
Mstep: Class 26 contains 19324 members 
Mstep: Class 27 contains 3951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541632.000000 Penalty: 94130.875000
Iteration 71Q: 28 clusters Score -1.545416e+08 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64371 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 16668 members 
Mstep: Class 4 contains 14286 members 
Mstep: Class 5 contains 34785 members 
Mstep: Class 6 contains 210853 members 
Mstep: Class 7 contains 18847 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44624 members 
Mstep: Class 10 contains 10258 members 
Mstep: Class 11 contains 18153 members 
Mstep: Class 12 contains 82024 members 
Mstep: Class 13 contains 9635 members 
Mstep: Class 14 contains 73010 members 
Mstep: Class 15 contains 4020 members 
Mstep: Class 16 contains 124592 members 
Mstep: Class 17 contains 193833 members 
Mstep: Class 18 contains 12049 members 
Mstep: Class 19 contains 12961 members 
Mstep: Class 20 contains 283213 members 
Mstep: Class 21 contains 2719 members 
Mstep: Class 22 contains 3780 members 
Mstep: Class 23 contains 1816 members 
Mstep: Class 24 contains 1714 members 
Mstep: Class 25 contains 9743 members 
Mstep: Class 26 contains 19321 members 
Mstep: Class 27 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154542160.000000 Penalty: 94130.875000
Iteration 72Q: 28 clusters Score -1.545422e+08 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64366 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 16675 members 
Mstep: Class 4 contains 14176 members 
Mstep: Class 5 contains 34789 members 
Mstep: Class 6 contains 210848 members 
Mstep: Class 7 contains 18834 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44616 members 
Mstep: Class 10 contains 10247 members 
Mstep: Class 11 contains 18169 members 
Mstep: Class 12 contains 81983 members 
Mstep: Class 13 contains 9637 members 
Mstep: Class 14 contains 72627 members 
Mstep: Class 15 contains 4020 members 
Mstep: Class 16 contains 126093 members 
Mstep: Class 17 contains 193556 members 
Mstep: Class 18 contains 12152 members 
Mstep: Class 19 contains 12990 members 
Mstep: Class 20 contains 282361 members 
Mstep: Class 21 contains 2729 members 
Mstep: Class 22 contains 3783 members 
Mstep: Class 23 contains 1815 members 
Mstep: Class 24 contains 1710 members 
Mstep: Class 25 contains 9776 members 
Mstep: Class 26 contains 19323 members 
Mstep: Class 27 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154542464.000000 Penalty: 94130.875000
Iteration 73Q: 28 clusters Score -1.545425e+08 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64375 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 16687 members 
Mstep: Class 4 contains 14059 members 
Mstep: Class 5 contains 34782 members 
Mstep: Class 6 contains 210756 members 
Mstep: Class 7 contains 18800 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44608 members 
Mstep: Class 10 contains 10234 members 
Mstep: Class 11 contains 18174 members 
Mstep: Class 12 contains 81957 members 
Mstep: Class 13 contains 9640 members 
Mstep: Class 14 contains 72256 members 
Mstep: Class 15 contains 4018 members 
Mstep: Class 16 contains 127654 members 
Mstep: Class 17 contains 193272 members 
Mstep: Class 18 contains 12267 members 
Mstep: Class 19 contains 13014 members 
Mstep: Class 20 contains 281562 members 
Mstep: Class 21 contains 2735 members 
Mstep: Class 22 contains 3783 members 
Mstep: Class 23 contains 1814 members 
Mstep: Class 24 contains 1704 members 
Mstep: Class 25 contains 9799 members 
Mstep: Class 26 contains 19325 members 
Mstep: Class 27 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154542720.000000 Penalty: 94130.875000
Iteration 74Q: 28 clusters Score -1.545427e+08 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64382 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 16691 members 
Mstep: Class 4 contains 13941 members 
Mstep: Class 5 contains 34771 members 
Mstep: Class 6 contains 210634 members 
Mstep: Class 7 contains 18772 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44585 members 
Mstep: Class 10 contains 10223 members 
Mstep: Class 11 contains 18183 members 
Mstep: Class 12 contains 81932 members 
Mstep: Class 13 contains 9649 members 
Mstep: Class 14 contains 71870 members 
Mstep: Class 15 contains 4017 members 
Mstep: Class 16 contains 129330 members 
Mstep: Class 17 contains 192976 members 
Mstep: Class 18 contains 12398 members 
Mstep: Class 19 contains 13018 members 
Mstep: Class 20 contains 280720 members 
Mstep: Class 21 contains 2739 members 
Mstep: Class 22 contains 3783 members 
Mstep: Class 23 contains 1815 members 
Mstep: Class 24 contains 1701 members 
Mstep: Class 25 contains 9822 members 
Mstep: Class 26 contains 19323 members 
Mstep: Class 27 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154542768.000000 Penalty: 94130.875000
Iteration 75Q: 28 clusters Score -1.545428e+08 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 16705 members 
Mstep: Class 4 contains 13820 members 
Mstep: Class 5 contains 34748 members 
Mstep: Class 6 contains 210467 members 
Mstep: Class 7 contains 18756 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44560 members 
Mstep: Class 10 contains 10217 members 
Mstep: Class 11 contains 18201 members 
Mstep: Class 12 contains 81910 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 14 contains 71527 members 
Mstep: Class 15 contains 4016 members 
Mstep: Class 16 contains 131061 members 
Mstep: Class 17 contains 192649 members 
Mstep: Class 18 contains 12499 members 
Mstep: Class 19 contains 13030 members 
Mstep: Class 20 contains 279880 members 
Mstep: Class 21 contains 2740 members 
Mstep: Class 22 contains 3785 members 
Mstep: Class 23 contains 1817 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 9851 members 
Mstep: Class 26 contains 19324 members 
Mstep: Class 27 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543296.000000 Penalty: 94130.875000
Iteration 76Q: 28 clusters Score -1.545433e+08 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64314 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 16720 members 
Mstep: Class 4 contains 13679 members 
Mstep: Class 5 contains 34721 members 
Mstep: Class 6 contains 210284 members 
Mstep: Class 7 contains 18724 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44559 members 
Mstep: Class 10 contains 10214 members 
Mstep: Class 11 contains 18215 members 
Mstep: Class 12 contains 81893 members 
Mstep: Class 13 contains 9676 members 
Mstep: Class 14 contains 71214 members 
Mstep: Class 15 contains 4015 members 
Mstep: Class 16 contains 132843 members 
Mstep: Class 17 contains 192271 members 
Mstep: Class 18 contains 12623 members 
Mstep: Class 19 contains 13033 members 
Mstep: Class 20 contains 279024 members 
Mstep: Class 21 contains 2742 members 
Mstep: Class 22 contains 3788 members 
Mstep: Class 23 contains 1821 members 
Mstep: Class 24 contains 1698 members 
Mstep: Class 25 contains 9874 members 
Mstep: Class 26 contains 19332 members 
Mstep: Class 27 contains 3951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154544016.000000 Penalty: 94130.875000
Iteration 77Q: 28 clusters Score -1.54544e+08 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64274 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 16736 members 
Mstep: Class 4 contains 13553 members 
Mstep: Class 5 contains 34707 members 
Mstep: Class 6 contains 210112 members 
Mstep: Class 7 contains 18704 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44562 members 
Mstep: Class 10 contains 10203 members 
Mstep: Class 11 contains 18211 members 
Mstep: Class 12 contains 81904 members 
Mstep: Class 13 contains 9689 members 
Mstep: Class 14 contains 70898 members 
Mstep: Class 15 contains 4005 members 
Mstep: Class 16 contains 134735 members 
Mstep: Class 17 contains 191890 members 
Mstep: Class 18 contains 12759 members 
Mstep: Class 19 contains 13003 members 
Mstep: Class 20 contains 278057 members 
Mstep: Class 21 contains 2742 members 
Mstep: Class 22 contains 3788 members 
Mstep: Class 23 contains 1829 members 
Mstep: Class 24 contains 1698 members 
Mstep: Class 25 contains 9885 members 
Mstep: Class 26 contains 19332 members 
Mstep: Class 27 contains 3951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154544208.000000 Penalty: 94130.875000
Iteration 78Q: 28 clusters Score -1.545442e+08 nChanged 4806
Entering ConstructFrom: 
Score: -154544208.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (64245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64245 members 
Entering Unmasked Estep 
Score: -8057823.500000 Penalty: 2745.473877
	Iteration 0F: 2 clusters Score -8057824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -8014584.500000 Penalty: 5490.947754
	Iteration 0F: 3 clusters Score -8014584 nChanged 29939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -8031021.000000 Penalty: 5490.947754
	Iteration 1F: 3 clusters Score -8031021 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -8031496.500000 Penalty: 5490.947754
	Iteration 2Q: 3 clusters Score -8031496 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -8031909.500000 Penalty: 5490.947754
	Iteration 3Q: 3 clusters Score -8031910 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -8032447.500000 Penalty: 5490.947754
	Iteration 4Q: 3 clusters Score -8032448 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -8033182.000000 Penalty: 5490.947754
	Iteration 5Q: 3 clusters Score -8033182 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -8034217.500000 Penalty: 5490.947754
	Iteration 6Q: 3 clusters Score -8034218 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -8036059.500000 Penalty: 5490.947754
	Iteration 7F: 3 clusters Score -8036060 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -8038962.000000 Penalty: 5490.947754
	Iteration 8F: 3 clusters Score -8038962 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -8043007.500000 Penalty: 5490.947754
	Iteration 9F: 3 clusters Score -8043008 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52350 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -8047444.500000 Penalty: 5490.947754
	Iteration 10F: 3 clusters Score -8047444 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -8050983.500000 Penalty: 5490.947754
	Iteration 11F: 3 clusters Score -8050984 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -8053307.000000 Penalty: 5490.947754
	Iteration 12Q: 3 clusters Score -8053307 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59089 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -8054507.500000 Penalty: 5490.947754
	Iteration 13Q: 3 clusters Score -8054508 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59775 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -8055121.000000 Penalty: 5490.947754
	Iteration 14Q: 3 clusters Score -8055121 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60256 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -8055433.500000 Penalty: 5490.947754
	Iteration 15Q: 3 clusters Score -8055434 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -8055629.000000 Penalty: 5490.947754
	Iteration 16Q: 3 clusters Score -8055629 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60868 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -8055756.500000 Penalty: 5490.947754
	Iteration 17Q: 3 clusters Score -8055756 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61101 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -8055858.500000 Penalty: 5490.947754
	Iteration 18Q: 3 clusters Score -8055858 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61301 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -8055932.000000 Penalty: 5490.947754
	Iteration 19Q: 3 clusters Score -8055932 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61461 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -8055980.500000 Penalty: 5490.947754
	Iteration 20F: 3 clusters Score -8055980 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61568 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -8056015.500000 Penalty: 5490.947754
	Iteration 21Q: 3 clusters Score -8056016 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -8056063.000000 Penalty: 5490.947754
	Iteration 22Q: 3 clusters Score -8056063 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61714 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -8056082.000000 Penalty: 5490.947754
	Iteration 23Q: 3 clusters Score -8056082 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61763 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -8056086.500000 Penalty: 5490.947754
	Iteration 24Q: 3 clusters Score -8056086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61801 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -8056097.000000 Penalty: 5490.947754
	Iteration 25Q: 3 clusters Score -8056097 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -8056097.500000 Penalty: 5490.947754
	Iteration 26Q: 3 clusters Score -8056098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61859 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -8056099.000000 Penalty: 5490.947754
	Iteration 27Q: 3 clusters Score -8056099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -8056115.500000 Penalty: 5490.947754
	Iteration 28Q: 3 clusters Score -8056116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -8056133.000000 Penalty: 5490.947754
	Iteration 29Q: 3 clusters Score -8056133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61931 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -8056117.500000 Penalty: 5490.947754
	Iteration 30Q: 3 clusters Score -8056118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61955 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -8056119.000000 Penalty: 5490.947754
	Iteration 31Q: 3 clusters Score -8056119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61973 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -8056116.000000 Penalty: 5490.947754
	Iteration 32Q: 3 clusters Score -8056116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61989 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -8056121.500000 Penalty: 5490.947754
	Iteration 33Q: 3 clusters Score -8056122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62001 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -8056129.500000 Penalty: 5490.947754
	Iteration 34Q: 3 clusters Score -8056130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62013 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -8056115.500000 Penalty: 5490.947754
	Iteration 35Q: 3 clusters Score -8056116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62027 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -8056125.500000 Penalty: 5490.947754
	Iteration 36Q: 3 clusters Score -8056126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62040 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -8056133.500000 Penalty: 5490.947754
	Iteration 37Q: 3 clusters Score -8056134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -8056134.000000 Penalty: 5490.947754
	Iteration 38Q: 3 clusters Score -8056134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62061 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -8056130.500000 Penalty: 5490.947754
	Iteration 39Q: 3 clusters Score -8056130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62075 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -8056146.000000 Penalty: 5490.947754
	Iteration 40F: 3 clusters Score -8056146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -8056144.500000 Penalty: 5490.947754
	Iteration 41Q: 3 clusters Score -8056144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62102 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -8056149.500000 Penalty: 5490.947754
	Iteration 42Q: 3 clusters Score -8056150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62108 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8056152.500000 Penalty: 5490.947754
	Iteration 43Q: 3 clusters Score -8056152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -8056144.500000 Penalty: 5490.947754
	Iteration 44Q: 3 clusters Score -8056144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62120 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -8056156.000000 Penalty: 5490.947754
	Iteration 45Q: 3 clusters Score -8056156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -8056159.000000 Penalty: 5490.947754
	Iteration 46Q: 3 clusters Score -8056159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62130 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -8056160.500000 Penalty: 5490.947754
	Iteration 47Q: 3 clusters Score -8056160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -8056165.500000 Penalty: 5490.947754
	Iteration 48Q: 3 clusters Score -8056166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8056161.000000 Penalty: 5490.947754
	Iteration 49Q: 3 clusters Score -8056161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62143 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -8056170.000000 Penalty: 5490.947754
	Iteration 50Q: 3 clusters Score -8056170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -8056159.000000 Penalty: 5490.947754
	Iteration 51Q: 3 clusters Score -8056159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62147 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -8056158.500000 Penalty: 5490.947754
	Iteration 52Q: 3 clusters Score -8056158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62152 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8056158.500000 Penalty: 5490.947754
	Iteration 53Q: 3 clusters Score -8056158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8056155.500000 Penalty: 5490.947754
	Iteration 54Q: 3 clusters Score -8056156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62168 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -8056154.500000 Penalty: 5490.947754
	Iteration 55Q: 3 clusters Score -8056154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62177 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -8056152.000000 Penalty: 5490.947754
	Iteration 56Q: 3 clusters Score -8056152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62189 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -8056140.500000 Penalty: 5490.947754
	Iteration 57Q: 3 clusters Score -8056140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62196 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8056131.000000 Penalty: 5490.947754
	Iteration 58Q: 3 clusters Score -8056131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62204 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -8056146.500000 Penalty: 5490.947754
	Iteration 59Q: 3 clusters Score -8056146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62215 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -8056139.500000 Penalty: 5490.947754
	Iteration 60F: 3 clusters Score -8056140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62220 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -8056141.000000 Penalty: 5490.947754
	Iteration 61Q: 3 clusters Score -8056141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62225 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -8056147.000000 Penalty: 5490.947754
	Iteration 62Q: 3 clusters Score -8056147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62228 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -8056158.500000 Penalty: 5490.947754
	Iteration 63Q: 3 clusters Score -8056158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62231 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -8056162.500000 Penalty: 5490.947754
	Iteration 64Q: 3 clusters Score -8056162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62233 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -8056155.500000 Penalty: 5490.947754
	Iteration 65Q: 3 clusters Score -8056156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -8056161.500000 Penalty: 5490.947754
	Iteration 66Q: 3 clusters Score -8056162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62238 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -8056163.000000 Penalty: 5490.947754
	Iteration 67Q: 3 clusters Score -8056163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62241 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -8056163.000000 Penalty: 5490.947754
	Iteration 68Q: 3 clusters Score -8056163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62244 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -8056164.500000 Penalty: 5490.947754
	Iteration 69Q: 3 clusters Score -8056164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62244 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -8056172.500000 Penalty: 5490.947754
	Iteration 70Q: 3 clusters Score -8056172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -8056173.500000 Penalty: 5490.947754
	Iteration 71Q: 3 clusters Score -8056174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -8056173.500000 Penalty: 5490.947754
	Iteration 72F: 3 clusters Score -8056174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Entering Unmasked Estep 
Score: -235335.734375 Penalty: 1895.821289
	Iteration 0F: 2 clusters Score -235335.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -232695.109375 Penalty: 3791.642578
	Iteration 0F: 3 clusters Score -232695.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -233357.937500 Penalty: 3791.642578
	Iteration 1F: 3 clusters Score -233357.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -233640.109375 Penalty: 3791.642578
	Iteration 2F: 3 clusters Score -233640.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -233800.031250 Penalty: 3791.642578
	Iteration 3F: 3 clusters Score -233800 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -233937.640625 Penalty: 3791.642578
	Iteration 4F: 3 clusters Score -233937.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -234056.562500 Penalty: 3791.642578
	Iteration 5Q: 3 clusters Score -234056.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -234220.187500 Penalty: 3791.642578
	Iteration 6Q: 3 clusters Score -234220.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -234392.609375 Penalty: 3791.642578
	Iteration 7Q: 3 clusters Score -234392.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -234614.437500 Penalty: 3791.642578
	Iteration 8Q: 3 clusters Score -234614.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -234905.718750 Penalty: 3791.642578
	Iteration 9Q: 3 clusters Score -234905.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -235320.578125 Penalty: 3791.642578
	Iteration 10F: 3 clusters Score -235320.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -235946.390625 Penalty: 3791.642578
	Iteration 11F: 3 clusters Score -235946.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -236305.218750 Penalty: 3791.642578
	Iteration 12F: 3 clusters Score -236305.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -236339.218750 Penalty: 3791.642578
	Iteration 13Q: 3 clusters Score -236339.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -236348.953125 Penalty: 3791.642578
	Iteration 14Q: 3 clusters Score -236349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -236354.593750 Penalty: 3791.642578
	Iteration 15Q: 3 clusters Score -236354.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -236358.125000 Penalty: 3791.642578
	Iteration 16Q: 3 clusters Score -236358.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -236361.968750 Penalty: 3791.642578
	Iteration 17Q: 3 clusters Score -236362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -236363.828125 Penalty: 3791.642578
	Iteration 18Q: 3 clusters Score -236363.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -236363.828125 Penalty: 3791.642578
	Iteration 19F: 3 clusters Score -236363.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64245 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 13420 members 
Mstep: Class 5 contains 34701 members 
Mstep: Class 6 contains 209939 members 
Mstep: Class 7 contains 18668 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44555 members 
Mstep: Class 10 contains 10192 members 
Mstep: Class 11 contains 18219 members 
Mstep: Class 12 contains 81897 members 
Mstep: Class 13 contains 9689 members 
Mstep: Class 14 contains 70583 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 136735 members 
Mstep: Class 17 contains 191422 members 
Mstep: Class 18 contains 12906 members 
Mstep: Class 19 contains 12953 members 
Mstep: Class 20 contains 277110 members 
Mstep: Class 21 contains 2751 members 
Mstep: Class 22 contains 3788 members 
Mstep: Class 23 contains 1834 members 
Mstep: Class 24 contains 1692 members 
Mstep: Class 25 contains 9887 members 
Mstep: Class 26 contains 19345 members 
Mstep: Class 27 contains 3951 members 
Mstep: Class 28 contains 914 members 
Entering Unmasked Estep 
Score: -154543920.000000 Penalty: 97617.203125
Splitting cluster 2 changes total score from -154544208.000000 to -154543920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (16748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Entering Unmasked Estep 
Score: -2062632.375000 Penalty: 2412.056396
	Iteration 0F: 2 clusters Score -2062632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2050649.125000 Penalty: 4824.112793
	Iteration 0F: 3 clusters Score -2050649 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2054389.500000 Penalty: 4824.112793
	Iteration 1F: 3 clusters Score -2054390 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2054751.625000 Penalty: 4824.112793
	Iteration 2F: 3 clusters Score -2054752 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2055016.250000 Penalty: 4824.112793
	Iteration 3Q: 3 clusters Score -2055016 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2055231.500000 Penalty: 4824.112793
	Iteration 4Q: 3 clusters Score -2055232 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2055418.500000 Penalty: 4824.112793
	Iteration 5Q: 3 clusters Score -2055418 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2055595.125000 Penalty: 4824.112793
	Iteration 6Q: 3 clusters Score -2055595 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2055773.000000 Penalty: 4824.112793
	Iteration 7Q: 3 clusters Score -2055773 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2055978.000000 Penalty: 4824.112793
	Iteration 8Q: 3 clusters Score -2055978 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2056201.000000 Penalty: 4824.112793
	Iteration 9Q: 3 clusters Score -2056201 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2056448.000000 Penalty: 4824.112793
	Iteration 10Q: 3 clusters Score -2056448 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2056727.250000 Penalty: 4824.112793
	Iteration 11Q: 3 clusters Score -2056727 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2057034.500000 Penalty: 4824.112793
	Iteration 12Q: 3 clusters Score -2057034 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2057370.500000 Penalty: 4824.112793
	Iteration 13Q: 3 clusters Score -2057370 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2057712.750000 Penalty: 4824.112793
	Iteration 14Q: 3 clusters Score -2057713 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2058061.000000 Penalty: 4824.112793
	Iteration 15Q: 3 clusters Score -2058061 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2058392.875000 Penalty: 4824.112793
	Iteration 16Q: 3 clusters Score -2058393 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2058666.750000 Penalty: 4824.112793
	Iteration 17Q: 3 clusters Score -2058667 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2058877.625000 Penalty: 4824.112793
	Iteration 18Q: 3 clusters Score -2058878 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2059040.000000 Penalty: 4824.112793
	Iteration 19Q: 3 clusters Score -2059040 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2059167.000000 Penalty: 4824.112793
	Iteration 20F: 3 clusters Score -2059167 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2059277.250000 Penalty: 4824.112793
	Iteration 21Q: 3 clusters Score -2059277 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2059387.125000 Penalty: 4824.112793
	Iteration 22Q: 3 clusters Score -2059387 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2059494.250000 Penalty: 4824.112793
	Iteration 23Q: 3 clusters Score -2059494 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2059590.750000 Penalty: 4824.112793
	Iteration 24Q: 3 clusters Score -2059591 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2059663.500000 Penalty: 4824.112793
	Iteration 25Q: 3 clusters Score -2059664 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2059740.875000 Penalty: 4824.112793
	Iteration 26Q: 3 clusters Score -2059741 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2059808.500000 Penalty: 4824.112793
	Iteration 27Q: 3 clusters Score -2059808 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2059886.250000 Penalty: 4824.112793
	Iteration 28Q: 3 clusters Score -2059886 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2059971.000000 Penalty: 4824.112793
	Iteration 29Q: 3 clusters Score -2059971 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2060028.625000 Penalty: 4824.112793
	Iteration 30Q: 3 clusters Score -2060029 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2060094.500000 Penalty: 4824.112793
	Iteration 31Q: 3 clusters Score -2060094 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2060159.375000 Penalty: 4824.112793
	Iteration 32Q: 3 clusters Score -2060159 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2060209.500000 Penalty: 4824.112793
	Iteration 33Q: 3 clusters Score -2060210 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2060248.000000 Penalty: 4824.112793
	Iteration 34Q: 3 clusters Score -2060248 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2060284.375000 Penalty: 4824.112793
	Iteration 35Q: 3 clusters Score -2060284 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2060302.750000 Penalty: 4824.112793
	Iteration 36Q: 3 clusters Score -2060303 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2060329.000000 Penalty: 4824.112793
	Iteration 37Q: 3 clusters Score -2060329 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2060349.875000 Penalty: 4824.112793
	Iteration 38Q: 3 clusters Score -2060350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2060355.000000 Penalty: 4824.112793
	Iteration 39Q: 3 clusters Score -2060355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2060373.125000 Penalty: 4824.112793
	Iteration 40F: 3 clusters Score -2060373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2060379.500000 Penalty: 4824.112793
	Iteration 41Q: 3 clusters Score -2060380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2060384.875000 Penalty: 4824.112793
	Iteration 42Q: 3 clusters Score -2060385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2060393.875000 Penalty: 4824.112793
	Iteration 43Q: 3 clusters Score -2060394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2060398.250000 Penalty: 4824.112793
	Iteration 44Q: 3 clusters Score -2060398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2060401.500000 Penalty: 4824.112793
	Iteration 45Q: 3 clusters Score -2060402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2060409.000000 Penalty: 4824.112793
	Iteration 46Q: 3 clusters Score -2060409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2060419.250000 Penalty: 4824.112793
	Iteration 47Q: 3 clusters Score -2060419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2060428.000000 Penalty: 4824.112793
	Iteration 48Q: 3 clusters Score -2060428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2060430.375000 Penalty: 4824.112793
	Iteration 49Q: 3 clusters Score -2060430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2060433.125000 Penalty: 4824.112793
	Iteration 50Q: 3 clusters Score -2060433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2060431.375000 Penalty: 4824.112793
	Iteration 51Q: 3 clusters Score -2060431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2060435.875000 Penalty: 4824.112793
	Iteration 52Q: 3 clusters Score -2060436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2060444.750000 Penalty: 4824.112793
	Iteration 53Q: 3 clusters Score -2060445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2060452.375000 Penalty: 4824.112793
	Iteration 54Q: 3 clusters Score -2060452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2060466.375000 Penalty: 4824.112793
	Iteration 55Q: 3 clusters Score -2060466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2060474.250000 Penalty: 4824.112793
	Iteration 56Q: 3 clusters Score -2060474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2060477.000000 Penalty: 4824.112793
	Iteration 57Q: 3 clusters Score -2060477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2060478.500000 Penalty: 4824.112793
	Iteration 58Q: 3 clusters Score -2060478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2060483.875000 Penalty: 4824.112793
	Iteration 59Q: 3 clusters Score -2060484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2060483.875000 Penalty: 4824.112793
	Iteration 60F: 3 clusters Score -2060484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2060485.250000 Penalty: 4824.112793
	Iteration 61Q: 3 clusters Score -2060485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2060487.375000 Penalty: 4824.112793
	Iteration 62Q: 3 clusters Score -2060487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2060491.750000 Penalty: 4824.112793
	Iteration 63Q: 3 clusters Score -2060492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2060493.875000 Penalty: 4824.112793
	Iteration 64Q: 3 clusters Score -2060494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2060495.500000 Penalty: 4824.112793
	Iteration 65Q: 3 clusters Score -2060496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2060501.875000 Penalty: 4824.112793
	Iteration 66Q: 3 clusters Score -2060502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2060510.250000 Penalty: 4824.112793
	Iteration 67Q: 3 clusters Score -2060510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2060512.125000 Penalty: 4824.112793
	Iteration 68Q: 3 clusters Score -2060512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2060517.125000 Penalty: 4824.112793
	Iteration 69Q: 3 clusters Score -2060517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2060518.875000 Penalty: 4824.112793
	Iteration 70Q: 3 clusters Score -2060519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2060519.250000 Penalty: 4824.112793
	Iteration 71Q: 3 clusters Score -2060519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2060520.625000 Penalty: 4824.112793
	Iteration 72Q: 3 clusters Score -2060521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2060519.500000 Penalty: 4824.112793
	Iteration 73Q: 3 clusters Score -2060520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2060524.375000 Penalty: 4824.112793
	Iteration 74Q: 3 clusters Score -2060524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2060527.500000 Penalty: 4824.112793
	Iteration 75Q: 3 clusters Score -2060528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2060527.875000 Penalty: 4824.112793
	Iteration 76Q: 3 clusters Score -2060528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2060527.875000 Penalty: 4824.112793
	Iteration 77F: 3 clusters Score -2060528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Entering Unmasked Estep 
Score: -1578947.875000 Penalty: 2357.116211
	Iteration 0F: 2 clusters Score -1578948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1569160.750000 Penalty: 4714.232422
	Iteration 0F: 3 clusters Score -1569161 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1572347.875000 Penalty: 4714.232422
	Iteration 1F: 3 clusters Score -1572348 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1572730.375000 Penalty: 4714.232422
	Iteration 2F: 3 clusters Score -1572730 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1573040.875000 Penalty: 4714.232422
	Iteration 3Q: 3 clusters Score -1573041 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1573348.000000 Penalty: 4714.232422
	Iteration 4Q: 3 clusters Score -1573348 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1573625.250000 Penalty: 4714.232422
	Iteration 5Q: 3 clusters Score -1573625 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1573913.250000 Penalty: 4714.232422
	Iteration 6Q: 3 clusters Score -1573913 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1574237.375000 Penalty: 4714.232422
	Iteration 7Q: 3 clusters Score -1574237 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1574617.875000 Penalty: 4714.232422
	Iteration 8Q: 3 clusters Score -1574618 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1575063.500000 Penalty: 4714.232422
	Iteration 9Q: 3 clusters Score -1575064 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1575538.125000 Penalty: 4714.232422
	Iteration 10Q: 3 clusters Score -1575538 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1575956.875000 Penalty: 4714.232422
	Iteration 11Q: 3 clusters Score -1575957 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1576331.125000 Penalty: 4714.232422
	Iteration 12Q: 3 clusters Score -1576331 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1576608.250000 Penalty: 4714.232422
	Iteration 13Q: 3 clusters Score -1576608 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1576794.500000 Penalty: 4714.232422
	Iteration 14Q: 3 clusters Score -1576794 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1576910.500000 Penalty: 4714.232422
	Iteration 15Q: 3 clusters Score -1576910 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1577008.125000 Penalty: 4714.232422
	Iteration 16Q: 3 clusters Score -1577008 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1577078.000000 Penalty: 4714.232422
	Iteration 17Q: 3 clusters Score -1577078 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1577143.125000 Penalty: 4714.232422
	Iteration 18Q: 3 clusters Score -1577143 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1577197.000000 Penalty: 4714.232422
	Iteration 19Q: 3 clusters Score -1577197 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1577246.375000 Penalty: 4714.232422
	Iteration 20F: 3 clusters Score -1577246 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1577283.375000 Penalty: 4714.232422
	Iteration 21Q: 3 clusters Score -1577283 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1577315.500000 Penalty: 4714.232422
	Iteration 22Q: 3 clusters Score -1577316 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1577339.375000 Penalty: 4714.232422
	Iteration 23Q: 3 clusters Score -1577339 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1577351.750000 Penalty: 4714.232422
	Iteration 24Q: 3 clusters Score -1577352 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1577385.375000 Penalty: 4714.232422
	Iteration 25Q: 3 clusters Score -1577385 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1577413.125000 Penalty: 4714.232422
	Iteration 26Q: 3 clusters Score -1577413 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1577432.500000 Penalty: 4714.232422
	Iteration 27Q: 3 clusters Score -1577432 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1577457.125000 Penalty: 4714.232422
	Iteration 28Q: 3 clusters Score -1577457 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1577493.000000 Penalty: 4714.232422
	Iteration 29Q: 3 clusters Score -1577493 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1577522.375000 Penalty: 4714.232422
	Iteration 30Q: 3 clusters Score -1577522 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1577552.125000 Penalty: 4714.232422
	Iteration 31Q: 3 clusters Score -1577552 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1577583.125000 Penalty: 4714.232422
	Iteration 32Q: 3 clusters Score -1577583 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1577613.375000 Penalty: 4714.232422
	Iteration 33Q: 3 clusters Score -1577613 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1577633.000000 Penalty: 4714.232422
	Iteration 34Q: 3 clusters Score -1577633 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1577660.500000 Penalty: 4714.232422
	Iteration 35Q: 3 clusters Score -1577660 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1577684.500000 Penalty: 4714.232422
	Iteration 36Q: 3 clusters Score -1577684 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1577705.000000 Penalty: 4714.232422
	Iteration 37Q: 3 clusters Score -1577705 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1577732.875000 Penalty: 4714.232422
	Iteration 38Q: 3 clusters Score -1577733 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1577754.500000 Penalty: 4714.232422
	Iteration 39Q: 3 clusters Score -1577754 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1577768.875000 Penalty: 4714.232422
	Iteration 40F: 3 clusters Score -1577769 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1577791.500000 Penalty: 4714.232422
	Iteration 41Q: 3 clusters Score -1577792 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1577812.250000 Penalty: 4714.232422
	Iteration 42Q: 3 clusters Score -1577812 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1577823.875000 Penalty: 4714.232422
	Iteration 43Q: 3 clusters Score -1577824 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1577840.625000 Penalty: 4714.232422
	Iteration 44Q: 3 clusters Score -1577841 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1577847.875000 Penalty: 4714.232422
	Iteration 45Q: 3 clusters Score -1577848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1577853.000000 Penalty: 4714.232422
	Iteration 46Q: 3 clusters Score -1577853 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1577865.250000 Penalty: 4714.232422
	Iteration 47Q: 3 clusters Score -1577865 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1577870.875000 Penalty: 4714.232422
	Iteration 48Q: 3 clusters Score -1577871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1577878.000000 Penalty: 4714.232422
	Iteration 49Q: 3 clusters Score -1577878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1577881.875000 Penalty: 4714.232422
	Iteration 50Q: 3 clusters Score -1577882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1577887.625000 Penalty: 4714.232422
	Iteration 51Q: 3 clusters Score -1577888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1577887.375000 Penalty: 4714.232422
	Iteration 52Q: 3 clusters Score -1577887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1577887.750000 Penalty: 4714.232422
	Iteration 53Q: 3 clusters Score -1577888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1577891.250000 Penalty: 4714.232422
	Iteration 54Q: 3 clusters Score -1577891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1577890.375000 Penalty: 4714.232422
	Iteration 55Q: 3 clusters Score -1577890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1577889.625000 Penalty: 4714.232422
	Iteration 56Q: 3 clusters Score -1577890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1577895.375000 Penalty: 4714.232422
	Iteration 57Q: 3 clusters Score -1577895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1577893.375000 Penalty: 4714.232422
	Iteration 58Q: 3 clusters Score -1577893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1577897.125000 Penalty: 4714.232422
	Iteration 59Q: 3 clusters Score -1577897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1577897.375000 Penalty: 4714.232422
	Iteration 60F: 3 clusters Score -1577897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1577899.375000 Penalty: 4714.232422
	Iteration 61Q: 3 clusters Score -1577899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1577896.250000 Penalty: 4714.232422
	Iteration 62Q: 3 clusters Score -1577896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1577896.250000 Penalty: 4714.232422
	Iteration 63F: 3 clusters Score -1577896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Entering Unmasked Estep 
Score: -4386249.500000 Penalty: 2592.721924
	Iteration 0F: 2 clusters Score -4386250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -4362547.500000 Penalty: 5185.443848
	Iteration 0F: 3 clusters Score -4362548 nChanged 15804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -4371324.500000 Penalty: 5185.443848
	Iteration 1F: 3 clusters Score -4371324 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -4371885.000000 Penalty: 5185.443848
	Iteration 2Q: 3 clusters Score -4371885 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -4372500.500000 Penalty: 5185.443848
	Iteration 3Q: 3 clusters Score -4372500 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -4373392.500000 Penalty: 5185.443848
	Iteration 4F: 3 clusters Score -4373392 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -4374628.500000 Penalty: 5185.443848
	Iteration 5F: 3 clusters Score -4374628 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -4376297.500000 Penalty: 5185.443848
	Iteration 6F: 3 clusters Score -4376298 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -4378250.000000 Penalty: 5185.443848
	Iteration 7F: 3 clusters Score -4378250 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -4380161.500000 Penalty: 5185.443848
	Iteration 8F: 3 clusters Score -4380162 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -4381555.500000 Penalty: 5185.443848
	Iteration 9F: 3 clusters Score -4381556 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -4382472.000000 Penalty: 5185.443848
	Iteration 10Q: 3 clusters Score -4382472 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -4383020.500000 Penalty: 5185.443848
	Iteration 11Q: 3 clusters Score -4383020 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -4383343.500000 Penalty: 5185.443848
	Iteration 12Q: 3 clusters Score -4383344 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -4383566.500000 Penalty: 5185.443848
	Iteration 13Q: 3 clusters Score -4383566 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -4383721.000000 Penalty: 5185.443848
	Iteration 14Q: 3 clusters Score -4383721 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -4383871.000000 Penalty: 5185.443848
	Iteration 15Q: 3 clusters Score -4383871 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -4383961.500000 Penalty: 5185.443848
	Iteration 16Q: 3 clusters Score -4383962 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -4384060.500000 Penalty: 5185.443848
	Iteration 17Q: 3 clusters Score -4384060 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -4384138.000000 Penalty: 5185.443848
	Iteration 18Q: 3 clusters Score -4384138 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -4384194.500000 Penalty: 5185.443848
	Iteration 19Q: 3 clusters Score -4384194 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -4384223.500000 Penalty: 5185.443848
	Iteration 20F: 3 clusters Score -4384224 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -4384269.500000 Penalty: 5185.443848
	Iteration 21Q: 3 clusters Score -4384270 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4384292.000000 Penalty: 5185.443848
	Iteration 22Q: 3 clusters Score -4384292 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4384311.500000 Penalty: 5185.443848
	Iteration 23Q: 3 clusters Score -4384312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4384338.500000 Penalty: 5185.443848
	Iteration 24Q: 3 clusters Score -4384338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4384350.000000 Penalty: 5185.443848
	Iteration 25Q: 3 clusters Score -4384350 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4384368.500000 Penalty: 5185.443848
	Iteration 26Q: 3 clusters Score -4384368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -4384367.500000 Penalty: 5185.443848
	Iteration 27Q: 3 clusters Score -4384368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -4384373.000000 Penalty: 5185.443848
	Iteration 28Q: 3 clusters Score -4384373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4384376.000000 Penalty: 5185.443848
	Iteration 29Q: 3 clusters Score -4384376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4384382.500000 Penalty: 5185.443848
	Iteration 30Q: 3 clusters Score -4384382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4384384.500000 Penalty: 5185.443848
	Iteration 31Q: 3 clusters Score -4384384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4384390.000000 Penalty: 5185.443848
	Iteration 32Q: 3 clusters Score -4384390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4384396.500000 Penalty: 5185.443848
	Iteration 33Q: 3 clusters Score -4384396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4384411.500000 Penalty: 5185.443848
	Iteration 34Q: 3 clusters Score -4384412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4384418.000000 Penalty: 5185.443848
	Iteration 35Q: 3 clusters Score -4384418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4384417.500000 Penalty: 5185.443848
	Iteration 36Q: 3 clusters Score -4384418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4384416.500000 Penalty: 5185.443848
	Iteration 37Q: 3 clusters Score -4384416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4384413.500000 Penalty: 5185.443848
	Iteration 38Q: 3 clusters Score -4384414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4384418.000000 Penalty: 5185.443848
	Iteration 39Q: 3 clusters Score -4384418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4384418.000000 Penalty: 5185.443848
	Iteration 40F: 3 clusters Score -4384418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4384418.000000 Penalty: 5185.443848
	Iteration 41Q: 3 clusters Score -4384418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4384425.000000 Penalty: 5185.443848
	Iteration 42Q: 3 clusters Score -4384425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4384424.000000 Penalty: 5185.443848
	Iteration 43Q: 3 clusters Score -4384424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4384426.000000 Penalty: 5185.443848
	Iteration 44Q: 3 clusters Score -4384426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4384432.500000 Penalty: 5185.443848
	Iteration 45Q: 3 clusters Score -4384432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4384436.500000 Penalty: 5185.443848
	Iteration 46Q: 3 clusters Score -4384436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4384435.500000 Penalty: 5185.443848
	Iteration 47Q: 3 clusters Score -4384436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4384437.000000 Penalty: 5185.443848
	Iteration 48Q: 3 clusters Score -4384437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4384438.000000 Penalty: 5185.443848
	Iteration 49Q: 3 clusters Score -4384438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4384440.000000 Penalty: 5185.443848
	Iteration 50Q: 3 clusters Score -4384440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4384451.500000 Penalty: 5185.443848
	Iteration 51Q: 3 clusters Score -4384452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4384445.000000 Penalty: 5185.443848
	Iteration 52Q: 3 clusters Score -4384445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4384446.000000 Penalty: 5185.443848
	Iteration 53Q: 3 clusters Score -4384446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4384449.500000 Penalty: 5185.443848
	Iteration 54Q: 3 clusters Score -4384450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4384445.000000 Penalty: 5185.443848
	Iteration 55Q: 3 clusters Score -4384445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4384440.000000 Penalty: 5185.443848
	Iteration 56Q: 3 clusters Score -4384440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4384445.500000 Penalty: 5185.443848
	Iteration 57Q: 3 clusters Score -4384446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4384445.500000 Penalty: 5185.443848
	Iteration 58Q: 3 clusters Score -4384446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4384449.500000 Penalty: 5185.443848
	Iteration 59Q: 3 clusters Score -4384450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4384451.000000 Penalty: 5185.443848
	Iteration 60F: 3 clusters Score -4384451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4384448.500000 Penalty: 5185.443848
	Iteration 61Q: 3 clusters Score -4384448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4384455.500000 Penalty: 5185.443848
	Iteration 62Q: 3 clusters Score -4384456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4384458.000000 Penalty: 5185.443848
	Iteration 63Q: 3 clusters Score -4384458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4384470.000000 Penalty: 5185.443848
	Iteration 64Q: 3 clusters Score -4384470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4384472.000000 Penalty: 5185.443848
	Iteration 65Q: 3 clusters Score -4384472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4384480.000000 Penalty: 5185.443848
	Iteration 66Q: 3 clusters Score -4384480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4384478.500000 Penalty: 5185.443848
	Iteration 67Q: 3 clusters Score -4384478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4384478.500000 Penalty: 5185.443848
	Iteration 68Q: 3 clusters Score -4384478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4384488.500000 Penalty: 5185.443848
	Iteration 69Q: 3 clusters Score -4384488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4384482.500000 Penalty: 5185.443848
	Iteration 70Q: 3 clusters Score -4384482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4384484.000000 Penalty: 5185.443848
	Iteration 71Q: 3 clusters Score -4384484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4384487.000000 Penalty: 5185.443848
	Iteration 72Q: 3 clusters Score -4384487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4384486.500000 Penalty: 5185.443848
	Iteration 73Q: 3 clusters Score -4384486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4384481.000000 Penalty: 5185.443848
	Iteration 74Q: 3 clusters Score -4384481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4384483.500000 Penalty: 5185.443848
	Iteration 75Q: 3 clusters Score -4384484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4384491.000000 Penalty: 5185.443848
	Iteration 76Q: 3 clusters Score -4384491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4384490.000000 Penalty: 5185.443848
	Iteration 77Q: 3 clusters Score -4384490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4384488.000000 Penalty: 5185.443848
	Iteration 78Q: 3 clusters Score -4384488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4384487.500000 Penalty: 5185.443848
	Iteration 79Q: 3 clusters Score -4384488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4384490.000000 Penalty: 5185.443848
	Iteration 80F: 3 clusters Score -4384490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (209939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209939 members 
Entering Unmasked Estep 
Score: -26287438.000000 Penalty: 3039.133789
	Iteration 0F: 2 clusters Score -2.628744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104755 members 
Mstep: Class 2 contains 105184 members 
Entering Unmasked Estep 
Score: -26157274.000000 Penalty: 6078.267578
	Iteration 0F: 3 clusters Score -2.615727e+07 nChanged 101295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101050 members 
Mstep: Class 2 contains 108889 members 
Entering Unmasked Estep 
Score: -26217252.000000 Penalty: 6078.267578
	Iteration 1F: 3 clusters Score -2.621725e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99117 members 
Mstep: Class 2 contains 110822 members 
Entering Unmasked Estep 
Score: -26218832.000000 Penalty: 6078.267578
	Iteration 2Q: 3 clusters Score -2.621883e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96263 members 
Mstep: Class 2 contains 113676 members 
Entering Unmasked Estep 
Score: -26220708.000000 Penalty: 6078.267578
	Iteration 3Q: 3 clusters Score -2.622071e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Mstep: Class 2 contains 117543 members 
Entering Unmasked Estep 
Score: -26223816.000000 Penalty: 6078.267578
	Iteration 4Q: 3 clusters Score -2.622382e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87056 members 
Mstep: Class 2 contains 122883 members 
Entering Unmasked Estep 
Score: -26227730.000000 Penalty: 6078.267578
	Iteration 5Q: 3 clusters Score -2.622773e+07 nChanged 10457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80095 members 
Mstep: Class 2 contains 129844 members 
Entering Unmasked Estep 
Score: -26233438.000000 Penalty: 6078.267578
	Iteration 6Q: 3 clusters Score -2.623344e+07 nChanged 11801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71620 members 
Mstep: Class 2 contains 138319 members 
Entering Unmasked Estep 
Score: -26240990.000000 Penalty: 6078.267578
	Iteration 7F: 3 clusters Score -2.624099e+07 nChanged 12426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62210 members 
Mstep: Class 2 contains 147729 members 
Entering Unmasked Estep 
Score: -26249614.000000 Penalty: 6078.267578
	Iteration 8F: 3 clusters Score -2.624961e+07 nChanged 11932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 157087 members 
Entering Unmasked Estep 
Score: -26258298.000000 Penalty: 6078.267578
	Iteration 9F: 3 clusters Score -2.62583e+07 nChanged 10516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 165275 members 
Entering Unmasked Estep 
Score: -26265082.000000 Penalty: 6078.267578
	Iteration 10F: 3 clusters Score -2.626508e+07 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 172006 members 
Entering Unmasked Estep 
Score: -26270508.000000 Penalty: 6078.267578
	Iteration 11Q: 3 clusters Score -2.627051e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 177167 members 
Entering Unmasked Estep 
Score: -26274192.000000 Penalty: 6078.267578
	Iteration 12Q: 3 clusters Score -2.627419e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 181267 members 
Entering Unmasked Estep 
Score: -26276860.000000 Penalty: 6078.267578
	Iteration 13Q: 3 clusters Score -2.627686e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 184373 members 
Entering Unmasked Estep 
Score: -26278926.000000 Penalty: 6078.267578
	Iteration 14Q: 3 clusters Score -2.627893e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 186918 members 
Entering Unmasked Estep 
Score: -26280344.000000 Penalty: 6078.267578
	Iteration 15Q: 3 clusters Score -2.628034e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 188904 members 
Entering Unmasked Estep 
Score: -26281288.000000 Penalty: 6078.267578
	Iteration 16Q: 3 clusters Score -2.628129e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 190465 members 
Entering Unmasked Estep 
Score: -26281830.000000 Penalty: 6078.267578
	Iteration 17Q: 3 clusters Score -2.628183e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 191811 members 
Entering Unmasked Estep 
Score: -26282296.000000 Penalty: 6078.267578
	Iteration 18Q: 3 clusters Score -2.62823e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 192961 members 
Entering Unmasked Estep 
Score: -26282446.000000 Penalty: 6078.267578
	Iteration 19Q: 3 clusters Score -2.628245e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 194003 members 
Entering Unmasked Estep 
Score: -26282734.000000 Penalty: 6078.267578
	Iteration 20F: 3 clusters Score -2.628273e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 194869 members 
Entering Unmasked Estep 
Score: -26282868.000000 Penalty: 6078.267578
	Iteration 21Q: 3 clusters Score -2.628287e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 195612 members 
Entering Unmasked Estep 
Score: -26283030.000000 Penalty: 6078.267578
	Iteration 22Q: 3 clusters Score -2.628303e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 196303 members 
Entering Unmasked Estep 
Score: -26283198.000000 Penalty: 6078.267578
	Iteration 23Q: 3 clusters Score -2.62832e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 196891 members 
Entering Unmasked Estep 
Score: -26283296.000000 Penalty: 6078.267578
	Iteration 24Q: 3 clusters Score -2.62833e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 197369 members 
Entering Unmasked Estep 
Score: -26283326.000000 Penalty: 6078.267578
	Iteration 25Q: 3 clusters Score -2.628333e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 197805 members 
Entering Unmasked Estep 
Score: -26283472.000000 Penalty: 6078.267578
	Iteration 26Q: 3 clusters Score -2.628347e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 198199 members 
Entering Unmasked Estep 
Score: -26283510.000000 Penalty: 6078.267578
	Iteration 27Q: 3 clusters Score -2.628351e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 198549 members 
Entering Unmasked Estep 
Score: -26283556.000000 Penalty: 6078.267578
	Iteration 28Q: 3 clusters Score -2.628356e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 198875 members 
Entering Unmasked Estep 
Score: -26283534.000000 Penalty: 6078.267578
	Iteration 29Q: 3 clusters Score -2.628353e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 199149 members 
Entering Unmasked Estep 
Score: -26283556.000000 Penalty: 6078.267578
	Iteration 30Q: 3 clusters Score -2.628356e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 199400 members 
Entering Unmasked Estep 
Score: -26283652.000000 Penalty: 6078.267578
	Iteration 31Q: 3 clusters Score -2.628365e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 199641 members 
Entering Unmasked Estep 
Score: -26283726.000000 Penalty: 6078.267578
	Iteration 32Q: 3 clusters Score -2.628373e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 199866 members 
Entering Unmasked Estep 
Score: -26283756.000000 Penalty: 6078.267578
	Iteration 33Q: 3 clusters Score -2.628376e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 200074 members 
Entering Unmasked Estep 
Score: -26283782.000000 Penalty: 6078.267578
	Iteration 34Q: 3 clusters Score -2.628378e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 200267 members 
Entering Unmasked Estep 
Score: -26283790.000000 Penalty: 6078.267578
	Iteration 35Q: 3 clusters Score -2.628379e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 200478 members 
Entering Unmasked Estep 
Score: -26283866.000000 Penalty: 6078.267578
	Iteration 36Q: 3 clusters Score -2.628387e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 200687 members 
Entering Unmasked Estep 
Score: -26283876.000000 Penalty: 6078.267578
	Iteration 37Q: 3 clusters Score -2.628388e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 200883 members 
Entering Unmasked Estep 
Score: -26283886.000000 Penalty: 6078.267578
	Iteration 38Q: 3 clusters Score -2.628389e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 201060 members 
Entering Unmasked Estep 
Score: -26283974.000000 Penalty: 6078.267578
	Iteration 39Q: 3 clusters Score -2.628397e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 201231 members 
Entering Unmasked Estep 
Score: -26284034.000000 Penalty: 6078.267578
	Iteration 40F: 3 clusters Score -2.628403e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 201377 members 
Entering Unmasked Estep 
Score: -26284068.000000 Penalty: 6078.267578
	Iteration 41Q: 3 clusters Score -2.628407e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 201511 members 
Entering Unmasked Estep 
Score: -26284086.000000 Penalty: 6078.267578
	Iteration 42Q: 3 clusters Score -2.628409e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 201644 members 
Entering Unmasked Estep 
Score: -26284098.000000 Penalty: 6078.267578
	Iteration 43Q: 3 clusters Score -2.62841e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 201772 members 
Entering Unmasked Estep 
Score: -26284088.000000 Penalty: 6078.267578
	Iteration 44Q: 3 clusters Score -2.628409e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 201895 members 
Entering Unmasked Estep 
Score: -26284072.000000 Penalty: 6078.267578
	Iteration 45Q: 3 clusters Score -2.628407e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 202026 members 
Entering Unmasked Estep 
Score: -26284088.000000 Penalty: 6078.267578
	Iteration 46Q: 3 clusters Score -2.628409e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 202127 members 
Entering Unmasked Estep 
Score: -26284076.000000 Penalty: 6078.267578
	Iteration 47Q: 3 clusters Score -2.628408e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 202216 members 
Entering Unmasked Estep 
Score: -26284080.000000 Penalty: 6078.267578
	Iteration 48Q: 3 clusters Score -2.628408e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 202298 members 
Entering Unmasked Estep 
Score: -26284098.000000 Penalty: 6078.267578
	Iteration 49Q: 3 clusters Score -2.62841e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 202385 members 
Entering Unmasked Estep 
Score: -26284098.000000 Penalty: 6078.267578
	Iteration 50Q: 3 clusters Score -2.62841e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 202466 members 
Entering Unmasked Estep 
Score: -26284096.000000 Penalty: 6078.267578
	Iteration 51Q: 3 clusters Score -2.62841e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 202546 members 
Entering Unmasked Estep 
Score: -26284122.000000 Penalty: 6078.267578
	Iteration 52Q: 3 clusters Score -2.628412e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 202621 members 
Entering Unmasked Estep 
Score: -26284124.000000 Penalty: 6078.267578
	Iteration 53Q: 3 clusters Score -2.628412e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 202684 members 
Entering Unmasked Estep 
Score: -26284138.000000 Penalty: 6078.267578
	Iteration 54Q: 3 clusters Score -2.628414e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 202742 members 
Entering Unmasked Estep 
Score: -26284156.000000 Penalty: 6078.267578
	Iteration 55Q: 3 clusters Score -2.628416e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 202802 members 
Entering Unmasked Estep 
Score: -26284188.000000 Penalty: 6078.267578
	Iteration 56Q: 3 clusters Score -2.628419e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 202872 members 
Entering Unmasked Estep 
Score: -26284174.000000 Penalty: 6078.267578
	Iteration 57Q: 3 clusters Score -2.628417e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 202944 members 
Entering Unmasked Estep 
Score: -26284202.000000 Penalty: 6078.267578
	Iteration 58Q: 3 clusters Score -2.62842e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 203019 members 
Entering Unmasked Estep 
Score: -26284170.000000 Penalty: 6078.267578
	Iteration 59Q: 3 clusters Score -2.628417e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 203094 members 
Entering Unmasked Estep 
Score: -26284194.000000 Penalty: 6078.267578
	Iteration 60F: 3 clusters Score -2.628419e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 203167 members 
Entering Unmasked Estep 
Score: -26284228.000000 Penalty: 6078.267578
	Iteration 61Q: 3 clusters Score -2.628423e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 203228 members 
Entering Unmasked Estep 
Score: -26284232.000000 Penalty: 6078.267578
	Iteration 62Q: 3 clusters Score -2.628423e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 203290 members 
Entering Unmasked Estep 
Score: -26284222.000000 Penalty: 6078.267578
	Iteration 63Q: 3 clusters Score -2.628422e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 203349 members 
Entering Unmasked Estep 
Score: -26284230.000000 Penalty: 6078.267578
	Iteration 64Q: 3 clusters Score -2.628423e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 203396 members 
Entering Unmasked Estep 
Score: -26284252.000000 Penalty: 6078.267578
	Iteration 65Q: 3 clusters Score -2.628425e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 203432 members 
Entering Unmasked Estep 
Score: -26284276.000000 Penalty: 6078.267578
	Iteration 66Q: 3 clusters Score -2.628428e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 203460 members 
Entering Unmasked Estep 
Score: -26284288.000000 Penalty: 6078.267578
	Iteration 67Q: 3 clusters Score -2.628429e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 203495 members 
Entering Unmasked Estep 
Score: -26284268.000000 Penalty: 6078.267578
	Iteration 68Q: 3 clusters Score -2.628427e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 203522 members 
Entering Unmasked Estep 
Score: -26284312.000000 Penalty: 6078.267578
	Iteration 69Q: 3 clusters Score -2.628431e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 203551 members 
Entering Unmasked Estep 
Score: -26284300.000000 Penalty: 6078.267578
	Iteration 70Q: 3 clusters Score -2.62843e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 203574 members 
Entering Unmasked Estep 
Score: -26284272.000000 Penalty: 6078.267578
	Iteration 71Q: 3 clusters Score -2.628427e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 203597 members 
Entering Unmasked Estep 
Score: -26284278.000000 Penalty: 6078.267578
	Iteration 72Q: 3 clusters Score -2.628428e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 203624 members 
Entering Unmasked Estep 
Score: -26284314.000000 Penalty: 6078.267578
	Iteration 73Q: 3 clusters Score -2.628431e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 203648 members 
Entering Unmasked Estep 
Score: -26284332.000000 Penalty: 6078.267578
	Iteration 74Q: 3 clusters Score -2.628433e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 203664 members 
Entering Unmasked Estep 
Score: -26284366.000000 Penalty: 6078.267578
	Iteration 75Q: 3 clusters Score -2.628437e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 203683 members 
Entering Unmasked Estep 
Score: -26284360.000000 Penalty: 6078.267578
	Iteration 76Q: 3 clusters Score -2.628436e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 203702 members 
Entering Unmasked Estep 
Score: -26284362.000000 Penalty: 6078.267578
	Iteration 77Q: 3 clusters Score -2.628436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 203711 members 
Entering Unmasked Estep 
Score: -26284380.000000 Penalty: 6078.267578
	Iteration 78Q: 3 clusters Score -2.628438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 203722 members 
Entering Unmasked Estep 
Score: -26284368.000000 Penalty: 6078.267578
	Iteration 79Q: 3 clusters Score -2.628437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 203732 members 
Entering Unmasked Estep 
Score: -26284366.000000 Penalty: 6078.267578
	Iteration 80F: 3 clusters Score -2.628437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 203737 members 
Entering Unmasked Estep 
Score: -26284376.000000 Penalty: 6078.267578
	Iteration 81Q: 3 clusters Score -2.628438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 203739 members 
Entering Unmasked Estep 
Score: -26284374.000000 Penalty: 6078.267578
	Iteration 82Q: 3 clusters Score -2.628437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 203741 members 
Entering Unmasked Estep 
Score: -26284378.000000 Penalty: 6078.267578
	Iteration 83Q: 3 clusters Score -2.628438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 203745 members 
Entering Unmasked Estep 
Score: -26284384.000000 Penalty: 6078.267578
	Iteration 84Q: 3 clusters Score -2.628438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 203752 members 
Entering Unmasked Estep 
Score: -26284400.000000 Penalty: 6078.267578
	Iteration 85Q: 3 clusters Score -2.62844e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 203764 members 
Entering Unmasked Estep 
Score: -26284398.000000 Penalty: 6078.267578
	Iteration 86Q: 3 clusters Score -2.62844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 203775 members 
Entering Unmasked Estep 
Score: -26284406.000000 Penalty: 6078.267578
	Iteration 87Q: 3 clusters Score -2.628441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 203783 members 
Entering Unmasked Estep 
Score: -26284406.000000 Penalty: 6078.267578
	Iteration 88Q: 3 clusters Score -2.628441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 203789 members 
Entering Unmasked Estep 
Score: -26284400.000000 Penalty: 6078.267578
	Iteration 89Q: 3 clusters Score -2.62844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 203797 members 
Entering Unmasked Estep 
Score: -26284406.000000 Penalty: 6078.267578
	Iteration 90Q: 3 clusters Score -2.628441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 203804 members 
Entering Unmasked Estep 
Score: -26284418.000000 Penalty: 6078.267578
	Iteration 91Q: 3 clusters Score -2.628442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 203813 members 
Entering Unmasked Estep 
Score: -26284390.000000 Penalty: 6078.267578
	Iteration 92Q: 3 clusters Score -2.628439e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 203823 members 
Entering Unmasked Estep 
Score: -26284402.000000 Penalty: 6078.267578
	Iteration 93Q: 3 clusters Score -2.62844e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 203835 members 
Entering Unmasked Estep 
Score: -26284404.000000 Penalty: 6078.267578
	Iteration 94Q: 3 clusters Score -2.62844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 203843 members 
Entering Unmasked Estep 
Score: -26284408.000000 Penalty: 6078.267578
	Iteration 95Q: 3 clusters Score -2.628441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 203855 members 
Entering Unmasked Estep 
Score: -26284384.000000 Penalty: 6078.267578
	Iteration 96Q: 3 clusters Score -2.628438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 203863 members 
Entering Unmasked Estep 
Score: -26284392.000000 Penalty: 6078.267578
	Iteration 97Q: 3 clusters Score -2.628439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 203868 members 
Entering Unmasked Estep 
Score: -26284414.000000 Penalty: 6078.267578
	Iteration 98Q: 3 clusters Score -2.628441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 203872 members 
Entering Unmasked Estep 
Score: -26284392.000000 Penalty: 6078.267578
	Iteration 99Q: 3 clusters Score -2.628439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 203879 members 
Entering Unmasked Estep 
Score: -26284396.000000 Penalty: 6078.267578
	Iteration 100F: 3 clusters Score -2.62844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 203885 members 
Entering Unmasked Estep 
Score: -26284390.000000 Penalty: 6078.267578
	Iteration 101Q: 3 clusters Score -2.628439e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 203898 members 
Entering Unmasked Estep 
Score: -26284402.000000 Penalty: 6078.267578
	Iteration 102Q: 3 clusters Score -2.62844e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 203913 members 
Entering Unmasked Estep 
Score: -26284396.000000 Penalty: 6078.267578
	Iteration 103Q: 3 clusters Score -2.62844e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 203924 members 
Entering Unmasked Estep 
Score: -26284392.000000 Penalty: 6078.267578
	Iteration 104Q: 3 clusters Score -2.628439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 203933 members 
Entering Unmasked Estep 
Score: -26284404.000000 Penalty: 6078.267578
	Iteration 105Q: 3 clusters Score -2.62844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 203939 members 
Entering Unmasked Estep 
Score: -26284426.000000 Penalty: 6078.267578
	Iteration 106Q: 3 clusters Score -2.628443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 203943 members 
Entering Unmasked Estep 
Score: -26284418.000000 Penalty: 6078.267578
	Iteration 107Q: 3 clusters Score -2.628442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 203949 members 
Entering Unmasked Estep 
Score: -26284422.000000 Penalty: 6078.267578
	Iteration 108Q: 3 clusters Score -2.628442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 203953 members 
Entering Unmasked Estep 
Score: -26284424.000000 Penalty: 6078.267578
	Iteration 109Q: 3 clusters Score -2.628442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 203960 members 
Entering Unmasked Estep 
Score: -26284430.000000 Penalty: 6078.267578
	Iteration 110Q: 3 clusters Score -2.628443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 203967 members 
Entering Unmasked Estep 
Score: -26284416.000000 Penalty: 6078.267578
	Iteration 111Q: 3 clusters Score -2.628442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 203971 members 
Entering Unmasked Estep 
Score: -26284404.000000 Penalty: 6078.267578
	Iteration 112Q: 3 clusters Score -2.62844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 203976 members 
Entering Unmasked Estep 
Score: -26284398.000000 Penalty: 6078.267578
	Iteration 113Q: 3 clusters Score -2.62844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 203982 members 
Entering Unmasked Estep 
Score: -26284414.000000 Penalty: 6078.267578
	Iteration 114Q: 3 clusters Score -2.628441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 203985 members 
Entering Unmasked Estep 
Score: -26284416.000000 Penalty: 6078.267578
	Iteration 115Q: 3 clusters Score -2.628442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 203985 members 
Entering Unmasked Estep 
Score: -26284416.000000 Penalty: 6078.267578
	Iteration 116F: 3 clusters Score -2.628442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Entering Unmasked Estep 
Score: -2341909.000000 Penalty: 2438.972412
	Iteration 0F: 2 clusters Score -2341909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2328627.750000 Penalty: 4877.944824
	Iteration 0F: 3 clusters Score -2328628 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2333024.750000 Penalty: 4877.944824
	Iteration 1F: 3 clusters Score -2333025 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2333467.000000 Penalty: 4877.944824
	Iteration 2F: 3 clusters Score -2333467 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2333832.250000 Penalty: 4877.944824
	Iteration 3F: 3 clusters Score -2333832 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2334188.750000 Penalty: 4877.944824
	Iteration 4Q: 3 clusters Score -2334189 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2334613.000000 Penalty: 4877.944824
	Iteration 5Q: 3 clusters Score -2334613 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2335186.500000 Penalty: 4877.944824
	Iteration 6F: 3 clusters Score -2335186 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2335922.750000 Penalty: 4877.944824
	Iteration 7F: 3 clusters Score -2335923 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2336746.250000 Penalty: 4877.944824
	Iteration 8F: 3 clusters Score -2336746 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -2337661.250000 Penalty: 4877.944824
	Iteration 9F: 3 clusters Score -2337661 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2338436.000000 Penalty: 4877.944824
	Iteration 10Q: 3 clusters Score -2338436 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2339000.500000 Penalty: 4877.944824
	Iteration 11Q: 3 clusters Score -2339000 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2339344.000000 Penalty: 4877.944824
	Iteration 12Q: 3 clusters Score -2339344 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2339576.750000 Penalty: 4877.944824
	Iteration 13Q: 3 clusters Score -2339577 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2339693.000000 Penalty: 4877.944824
	Iteration 14Q: 3 clusters Score -2339693 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2339781.250000 Penalty: 4877.944824
	Iteration 15Q: 3 clusters Score -2339781 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2339845.750000 Penalty: 4877.944824
	Iteration 16Q: 3 clusters Score -2339846 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -2339917.750000 Penalty: 4877.944824
	Iteration 17Q: 3 clusters Score -2339918 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -2339976.000000 Penalty: 4877.944824
	Iteration 18Q: 3 clusters Score -2339976 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2340020.500000 Penalty: 4877.944824
	Iteration 19Q: 3 clusters Score -2340020 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2340044.250000 Penalty: 4877.944824
	Iteration 20F: 3 clusters Score -2340044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2340069.000000 Penalty: 4877.944824
	Iteration 21Q: 3 clusters Score -2340069 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2340089.500000 Penalty: 4877.944824
	Iteration 22Q: 3 clusters Score -2340090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2340107.500000 Penalty: 4877.944824
	Iteration 23Q: 3 clusters Score -2340108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2340118.000000 Penalty: 4877.944824
	Iteration 24Q: 3 clusters Score -2340118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2340125.500000 Penalty: 4877.944824
	Iteration 25Q: 3 clusters Score -2340126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2340128.500000 Penalty: 4877.944824
	Iteration 26Q: 3 clusters Score -2340128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2340134.750000 Penalty: 4877.944824
	Iteration 27Q: 3 clusters Score -2340135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2340145.000000 Penalty: 4877.944824
	Iteration 28Q: 3 clusters Score -2340145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2340149.000000 Penalty: 4877.944824
	Iteration 29Q: 3 clusters Score -2340149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2340150.000000 Penalty: 4877.944824
	Iteration 30Q: 3 clusters Score -2340150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2340151.250000 Penalty: 4877.944824
	Iteration 31Q: 3 clusters Score -2340151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2340159.500000 Penalty: 4877.944824
	Iteration 32Q: 3 clusters Score -2340160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2340158.750000 Penalty: 4877.944824
	Iteration 33Q: 3 clusters Score -2340159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2340160.250000 Penalty: 4877.944824
	Iteration 34Q: 3 clusters Score -2340160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2340160.250000 Penalty: 4877.944824
	Iteration 35Q: 3 clusters Score -2340160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2340166.500000 Penalty: 4877.944824
	Iteration 36Q: 3 clusters Score -2340166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2340167.500000 Penalty: 4877.944824
	Iteration 37Q: 3 clusters Score -2340168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2340170.000000 Penalty: 4877.944824
	Iteration 38Q: 3 clusters Score -2340170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2340170.000000 Penalty: 4877.944824
	Iteration 39Q: 3 clusters Score -2340170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2340170.000000 Penalty: 4877.944824
	Iteration 40F: 3 clusters Score -2340170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -80096.531250 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -80096.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -78492.906250 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -78492.91 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -79032.265625 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -79032.27 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -79343.554688 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -79343.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79506.515625 Penalty: 3309.955811
	Iteration 3Q: 3 clusters Score -79506.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79637.648438 Penalty: 3309.955811
	Iteration 4Q: 3 clusters Score -79637.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -79742.343750 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -79742.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -79794.382812 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -79794.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -79854.960938 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -79854.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -79914.046875 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -79914.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -79983.492188 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -79983.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80022.296875 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -80022.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80052.265625 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -80052.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80084.085938 Penalty: 3309.955811
	Iteration 12Q: 3 clusters Score -80084.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -80098.679688 Penalty: 3309.955811
	Iteration 13Q: 3 clusters Score -80098.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -80123.250000 Penalty: 3309.955811
	Iteration 14Q: 3 clusters Score -80123.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -80154.039062 Penalty: 3309.955811
	Iteration 15Q: 3 clusters Score -80154.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -80160.656250 Penalty: 3309.955811
	Iteration 16Q: 3 clusters Score -80160.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80168.335938 Penalty: 3309.955811
	Iteration 17Q: 3 clusters Score -80168.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80174.265625 Penalty: 3309.955811
	Iteration 18Q: 3 clusters Score -80174.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80174.265625 Penalty: 3309.955811
	Iteration 19F: 3 clusters Score -80174.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64245 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 13420 members 
Mstep: Class 5 contains 34701 members 
Mstep: Class 6 contains 209939 members 
Mstep: Class 7 contains 18668 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 44555 members 
Mstep: Class 10 contains 10192 members 
Mstep: Class 11 contains 18219 members 
Mstep: Class 12 contains 81897 members 
Mstep: Class 13 contains 9689 members 
Mstep: Class 14 contains 70583 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 136735 members 
Mstep: Class 17 contains 191422 members 
Mstep: Class 18 contains 12906 members 
Mstep: Class 19 contains 12953 members 
Mstep: Class 20 contains 277110 members 
Mstep: Class 21 contains 2751 members 
Mstep: Class 22 contains 3788 members 
Mstep: Class 23 contains 1834 members 
Mstep: Class 24 contains 1692 members 
Mstep: Class 25 contains 9887 members 
Mstep: Class 26 contains 19345 members 
Mstep: Class 27 contains 3951 members 
Mstep: Class 28 contains 356 members 
Entering Unmasked Estep 
Score: -154542752.000000 Penalty: 97617.203125
Splitting cluster 8 changes total score from -154544208.000000 to -154542752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (44555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Entering Unmasked Estep 
Score: -5387955.500000 Penalty: 2654.710938
	Iteration 0F: 2 clusters Score -5387956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -5357859.000000 Penalty: 5309.421875
	Iteration 0F: 3 clusters Score -5357859 nChanged 20440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -5369235.500000 Penalty: 5309.421875
	Iteration 1F: 3 clusters Score -5369236 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -5370052.500000 Penalty: 5309.421875
	Iteration 2Q: 3 clusters Score -5370052 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -5370946.000000 Penalty: 5309.421875
	Iteration 3Q: 3 clusters Score -5370946 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -5372044.000000 Penalty: 5309.421875
	Iteration 4Q: 3 clusters Score -5372044 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -5373382.500000 Penalty: 5309.421875
	Iteration 5F: 3 clusters Score -5373382 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -5375015.500000 Penalty: 5309.421875
	Iteration 6F: 3 clusters Score -5375016 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -5376936.500000 Penalty: 5309.421875
	Iteration 7F: 3 clusters Score -5376936 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -5379074.000000 Penalty: 5309.421875
	Iteration 8F: 3 clusters Score -5379074 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -5381186.000000 Penalty: 5309.421875
	Iteration 9F: 3 clusters Score -5381186 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -5382923.000000 Penalty: 5309.421875
	Iteration 10F: 3 clusters Score -5382923 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -5384055.500000 Penalty: 5309.421875
	Iteration 11Q: 3 clusters Score -5384056 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -5384655.000000 Penalty: 5309.421875
	Iteration 12Q: 3 clusters Score -5384655 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -5385001.000000 Penalty: 5309.421875
	Iteration 13Q: 3 clusters Score -5385001 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -5385254.500000 Penalty: 5309.421875
	Iteration 14Q: 3 clusters Score -5385254 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -5385430.000000 Penalty: 5309.421875
	Iteration 15Q: 3 clusters Score -5385430 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -5385563.000000 Penalty: 5309.421875
	Iteration 16Q: 3 clusters Score -5385563 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -5385650.000000 Penalty: 5309.421875
	Iteration 17Q: 3 clusters Score -5385650 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -5385762.000000 Penalty: 5309.421875
	Iteration 18Q: 3 clusters Score -5385762 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -5385825.500000 Penalty: 5309.421875
	Iteration 19Q: 3 clusters Score -5385826 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -5385893.000000 Penalty: 5309.421875
	Iteration 20F: 3 clusters Score -5385893 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -5385939.000000 Penalty: 5309.421875
	Iteration 21Q: 3 clusters Score -5385939 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -5385982.500000 Penalty: 5309.421875
	Iteration 22Q: 3 clusters Score -5385982 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -5386043.500000 Penalty: 5309.421875
	Iteration 23Q: 3 clusters Score -5386044 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -5386044.500000 Penalty: 5309.421875
	Iteration 24Q: 3 clusters Score -5386044 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -5386087.000000 Penalty: 5309.421875
	Iteration 25Q: 3 clusters Score -5386087 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -5386135.500000 Penalty: 5309.421875
	Iteration 26Q: 3 clusters Score -5386136 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -5386174.500000 Penalty: 5309.421875
	Iteration 27Q: 3 clusters Score -5386174 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -5386209.000000 Penalty: 5309.421875
	Iteration 28Q: 3 clusters Score -5386209 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -5386234.500000 Penalty: 5309.421875
	Iteration 29Q: 3 clusters Score -5386234 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -5386255.500000 Penalty: 5309.421875
	Iteration 30Q: 3 clusters Score -5386256 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -5386283.500000 Penalty: 5309.421875
	Iteration 31Q: 3 clusters Score -5386284 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -5386362.500000 Penalty: 5309.421875
	Iteration 32Q: 3 clusters Score -5386362 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -5386390.000000 Penalty: 5309.421875
	Iteration 33Q: 3 clusters Score -5386390 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -5386431.000000 Penalty: 5309.421875
	Iteration 34Q: 3 clusters Score -5386431 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -5386454.500000 Penalty: 5309.421875
	Iteration 35Q: 3 clusters Score -5386454 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -5386464.500000 Penalty: 5309.421875
	Iteration 36Q: 3 clusters Score -5386464 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -5386484.500000 Penalty: 5309.421875
	Iteration 37Q: 3 clusters Score -5386484 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -5386519.000000 Penalty: 5309.421875
	Iteration 38Q: 3 clusters Score -5386519 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -5386531.000000 Penalty: 5309.421875
	Iteration 39Q: 3 clusters Score -5386531 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -5386552.500000 Penalty: 5309.421875
	Iteration 40F: 3 clusters Score -5386552 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -5386556.500000 Penalty: 5309.421875
	Iteration 41Q: 3 clusters Score -5386556 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -5386571.500000 Penalty: 5309.421875
	Iteration 42Q: 3 clusters Score -5386572 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -5386602.000000 Penalty: 5309.421875
	Iteration 43Q: 3 clusters Score -5386602 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -5386596.000000 Penalty: 5309.421875
	Iteration 44Q: 3 clusters Score -5386596 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -5386624.500000 Penalty: 5309.421875
	Iteration 45Q: 3 clusters Score -5386624 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -5386634.000000 Penalty: 5309.421875
	Iteration 46Q: 3 clusters Score -5386634 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -5386635.500000 Penalty: 5309.421875
	Iteration 47Q: 3 clusters Score -5386636 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -5386644.500000 Penalty: 5309.421875
	Iteration 48Q: 3 clusters Score -5386644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -5386655.500000 Penalty: 5309.421875
	Iteration 49Q: 3 clusters Score -5386656 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -5386659.000000 Penalty: 5309.421875
	Iteration 50Q: 3 clusters Score -5386659 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -5386660.500000 Penalty: 5309.421875
	Iteration 51Q: 3 clusters Score -5386660 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -5386678.000000 Penalty: 5309.421875
	Iteration 52Q: 3 clusters Score -5386678 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -5386696.500000 Penalty: 5309.421875
	Iteration 53Q: 3 clusters Score -5386696 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -5386719.500000 Penalty: 5309.421875
	Iteration 54Q: 3 clusters Score -5386720 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -5386724.000000 Penalty: 5309.421875
	Iteration 55Q: 3 clusters Score -5386724 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -5386735.500000 Penalty: 5309.421875
	Iteration 56Q: 3 clusters Score -5386736 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -5386739.000000 Penalty: 5309.421875
	Iteration 57Q: 3 clusters Score -5386739 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -5386763.500000 Penalty: 5309.421875
	Iteration 58Q: 3 clusters Score -5386764 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -5386760.000000 Penalty: 5309.421875
	Iteration 59Q: 3 clusters Score -5386760 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -5386765.000000 Penalty: 5309.421875
	Iteration 60F: 3 clusters Score -5386765 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -5386765.000000 Penalty: 5309.421875
	Iteration 61Q: 3 clusters Score -5386765 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -5386766.000000 Penalty: 5309.421875
	Iteration 62Q: 3 clusters Score -5386766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -5386772.000000 Penalty: 5309.421875
	Iteration 63Q: 3 clusters Score -5386772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -5386757.500000 Penalty: 5309.421875
	Iteration 64Q: 3 clusters Score -5386758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -5386768.000000 Penalty: 5309.421875
	Iteration 65Q: 3 clusters Score -5386768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -5386764.500000 Penalty: 5309.421875
	Iteration 66Q: 3 clusters Score -5386764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -5386766.500000 Penalty: 5309.421875
	Iteration 67Q: 3 clusters Score -5386766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -5386761.000000 Penalty: 5309.421875
	Iteration 68Q: 3 clusters Score -5386761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -5386760.000000 Penalty: 5309.421875
	Iteration 69Q: 3 clusters Score -5386760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -5386770.500000 Penalty: 5309.421875
	Iteration 70Q: 3 clusters Score -5386770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -5386779.500000 Penalty: 5309.421875
	Iteration 71Q: 3 clusters Score -5386780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -5386774.500000 Penalty: 5309.421875
	Iteration 72Q: 3 clusters Score -5386774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -5386776.000000 Penalty: 5309.421875
	Iteration 73Q: 3 clusters Score -5386776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -5386783.500000 Penalty: 5309.421875
	Iteration 74Q: 3 clusters Score -5386784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -5386780.000000 Penalty: 5309.421875
	Iteration 75Q: 3 clusters Score -5386780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -5386788.000000 Penalty: 5309.421875
	Iteration 76Q: 3 clusters Score -5386788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -5386795.500000 Penalty: 5309.421875
	Iteration 77Q: 3 clusters Score -5386796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -5386795.000000 Penalty: 5309.421875
	Iteration 78Q: 3 clusters Score -5386795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -5386792.500000 Penalty: 5309.421875
	Iteration 79Q: 3 clusters Score -5386792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -5386787.500000 Penalty: 5309.421875
	Iteration 80F: 3 clusters Score -5386788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -5386781.000000 Penalty: 5309.421875
	Iteration 81Q: 3 clusters Score -5386781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -5386792.500000 Penalty: 5309.421875
	Iteration 82Q: 3 clusters Score -5386792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -5386791.000000 Penalty: 5309.421875
	Iteration 83Q: 3 clusters Score -5386791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -5386795.500000 Penalty: 5309.421875
	Iteration 84Q: 3 clusters Score -5386796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -5386801.500000 Penalty: 5309.421875
	Iteration 85Q: 3 clusters Score -5386802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -5386800.500000 Penalty: 5309.421875
	Iteration 86Q: 3 clusters Score -5386800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -5386805.000000 Penalty: 5309.421875
	Iteration 87Q: 3 clusters Score -5386805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -5386804.000000 Penalty: 5309.421875
	Iteration 88Q: 3 clusters Score -5386804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -5386807.500000 Penalty: 5309.421875
	Iteration 89Q: 3 clusters Score -5386808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -5386808.000000 Penalty: 5309.421875
	Iteration 90Q: 3 clusters Score -5386808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -5386812.000000 Penalty: 5309.421875
	Iteration 91Q: 3 clusters Score -5386812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -5386808.000000 Penalty: 5309.421875
	Iteration 92Q: 3 clusters Score -5386808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -5386809.000000 Penalty: 5309.421875
	Iteration 93Q: 3 clusters Score -5386809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -5386808.000000 Penalty: 5309.421875
	Iteration 94Q: 3 clusters Score -5386808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -5386811.000000 Penalty: 5309.421875
	Iteration 95Q: 3 clusters Score -5386811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -5386814.000000 Penalty: 5309.421875
	Iteration 96Q: 3 clusters Score -5386814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -5386813.000000 Penalty: 5309.421875
	Iteration 97Q: 3 clusters Score -5386813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -5386807.500000 Penalty: 5309.421875
	Iteration 98Q: 3 clusters Score -5386808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -5386810.000000 Penalty: 5309.421875
	Iteration 99Q: 3 clusters Score -5386810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -5386809.000000 Penalty: 5309.421875
	Iteration 100F: 3 clusters Score -5386809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -5386808.500000 Penalty: 5309.421875
	Iteration 101Q: 3 clusters Score -5386808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -5386810.500000 Penalty: 5309.421875
	Iteration 102Q: 3 clusters Score -5386810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -5386817.000000 Penalty: 5309.421875
	Iteration 103Q: 3 clusters Score -5386817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -5386821.000000 Penalty: 5309.421875
	Iteration 104Q: 3 clusters Score -5386821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -5386826.000000 Penalty: 5309.421875
	Iteration 105Q: 3 clusters Score -5386826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -5386820.000000 Penalty: 5309.421875
	Iteration 106Q: 3 clusters Score -5386820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -5386817.500000 Penalty: 5309.421875
	Iteration 107Q: 3 clusters Score -5386818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -5386821.000000 Penalty: 5309.421875
	Iteration 108Q: 3 clusters Score -5386821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -5386821.000000 Penalty: 5309.421875
	Iteration 109F: 3 clusters Score -5386821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Entering Unmasked Estep 
Score: -1204631.500000 Penalty: 2288.880859
	Iteration 0F: 2 clusters Score -1204632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1196908.000000 Penalty: 4577.761719
	Iteration 0F: 3 clusters Score -1196908 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1199768.125000 Penalty: 4577.761719
	Iteration 1F: 3 clusters Score -1199768 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1200799.500000 Penalty: 4577.761719
	Iteration 2F: 3 clusters Score -1200800 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1201787.625000 Penalty: 4577.761719
	Iteration 3F: 3 clusters Score -1201788 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1202581.375000 Penalty: 4577.761719
	Iteration 4F: 3 clusters Score -1202581 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1203076.125000 Penalty: 4577.761719
	Iteration 5F: 3 clusters Score -1203076 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1203337.625000 Penalty: 4577.761719
	Iteration 6Q: 3 clusters Score -1203338 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1203502.375000 Penalty: 4577.761719
	Iteration 7Q: 3 clusters Score -1203502 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1203600.500000 Penalty: 4577.761719
	Iteration 8Q: 3 clusters Score -1203600 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1203664.250000 Penalty: 4577.761719
	Iteration 9Q: 3 clusters Score -1203664 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1203707.625000 Penalty: 4577.761719
	Iteration 10Q: 3 clusters Score -1203708 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1203739.375000 Penalty: 4577.761719
	Iteration 11Q: 3 clusters Score -1203739 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1203764.000000 Penalty: 4577.761719
	Iteration 12Q: 3 clusters Score -1203764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1203785.250000 Penalty: 4577.761719
	Iteration 13Q: 3 clusters Score -1203785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1203798.500000 Penalty: 4577.761719
	Iteration 14Q: 3 clusters Score -1203798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1203807.750000 Penalty: 4577.761719
	Iteration 15Q: 3 clusters Score -1203808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1203817.000000 Penalty: 4577.761719
	Iteration 16Q: 3 clusters Score -1203817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1203829.625000 Penalty: 4577.761719
	Iteration 17Q: 3 clusters Score -1203830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1203851.000000 Penalty: 4577.761719
	Iteration 18Q: 3 clusters Score -1203851 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1203866.125000 Penalty: 4577.761719
	Iteration 19Q: 3 clusters Score -1203866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1203884.750000 Penalty: 4577.761719
	Iteration 20F: 3 clusters Score -1203885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1203893.875000 Penalty: 4577.761719
	Iteration 21Q: 3 clusters Score -1203894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1203902.375000 Penalty: 4577.761719
	Iteration 22Q: 3 clusters Score -1203902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1203909.375000 Penalty: 4577.761719
	Iteration 23Q: 3 clusters Score -1203909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1203916.375000 Penalty: 4577.761719
	Iteration 24Q: 3 clusters Score -1203916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1203922.500000 Penalty: 4577.761719
	Iteration 25Q: 3 clusters Score -1203922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1203925.625000 Penalty: 4577.761719
	Iteration 26Q: 3 clusters Score -1203926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1203930.875000 Penalty: 4577.761719
	Iteration 27Q: 3 clusters Score -1203931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1203932.125000 Penalty: 4577.761719
	Iteration 28Q: 3 clusters Score -1203932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1203932.000000 Penalty: 4577.761719
	Iteration 29Q: 3 clusters Score -1203932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1203936.875000 Penalty: 4577.761719
	Iteration 30Q: 3 clusters Score -1203937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1203936.000000 Penalty: 4577.761719
	Iteration 31Q: 3 clusters Score -1203936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1203938.500000 Penalty: 4577.761719
	Iteration 32Q: 3 clusters Score -1203938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1203939.000000 Penalty: 4577.761719
	Iteration 33Q: 3 clusters Score -1203939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1203939.750000 Penalty: 4577.761719
	Iteration 34Q: 3 clusters Score -1203940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1203938.250000 Penalty: 4577.761719
	Iteration 35Q: 3 clusters Score -1203938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1203938.750000 Penalty: 4577.761719
	Iteration 36Q: 3 clusters Score -1203939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1203940.125000 Penalty: 4577.761719
	Iteration 37Q: 3 clusters Score -1203940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1203940.875000 Penalty: 4577.761719
	Iteration 38Q: 3 clusters Score -1203941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1203940.875000 Penalty: 4577.761719
	Iteration 39F: 3 clusters Score -1203941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Entering Unmasked Estep 
Score: -2044363.250000 Penalty: 2432.934814
	Iteration 0F: 2 clusters Score -2044363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2031386.750000 Penalty: 4865.869629
	Iteration 0F: 3 clusters Score -2031387 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2035700.750000 Penalty: 4865.869629
	Iteration 1F: 3 clusters Score -2035701 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2036320.875000 Penalty: 4865.869629
	Iteration 2F: 3 clusters Score -2036321 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2036999.125000 Penalty: 4865.869629
	Iteration 3F: 3 clusters Score -2036999 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2037721.750000 Penalty: 4865.869629
	Iteration 4F: 3 clusters Score -2037722 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2038384.625000 Penalty: 4865.869629
	Iteration 5F: 3 clusters Score -2038385 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2038973.125000 Penalty: 4865.869629
	Iteration 6F: 3 clusters Score -2038973 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2039407.375000 Penalty: 4865.869629
	Iteration 7Q: 3 clusters Score -2039407 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2039761.750000 Penalty: 4865.869629
	Iteration 8Q: 3 clusters Score -2039762 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2040028.250000 Penalty: 4865.869629
	Iteration 9Q: 3 clusters Score -2040028 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2040235.125000 Penalty: 4865.869629
	Iteration 10Q: 3 clusters Score -2040235 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2040399.375000 Penalty: 4865.869629
	Iteration 11Q: 3 clusters Score -2040399 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2040516.875000 Penalty: 4865.869629
	Iteration 12Q: 3 clusters Score -2040517 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2040588.125000 Penalty: 4865.869629
	Iteration 13Q: 3 clusters Score -2040588 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2040642.375000 Penalty: 4865.869629
	Iteration 14Q: 3 clusters Score -2040642 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2040694.250000 Penalty: 4865.869629
	Iteration 15Q: 3 clusters Score -2040694 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2040751.750000 Penalty: 4865.869629
	Iteration 16Q: 3 clusters Score -2040752 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2040788.625000 Penalty: 4865.869629
	Iteration 17Q: 3 clusters Score -2040789 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2040818.875000 Penalty: 4865.869629
	Iteration 18Q: 3 clusters Score -2040819 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2040846.000000 Penalty: 4865.869629
	Iteration 19Q: 3 clusters Score -2040846 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2040864.000000 Penalty: 4865.869629
	Iteration 20F: 3 clusters Score -2040864 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2040886.500000 Penalty: 4865.869629
	Iteration 21Q: 3 clusters Score -2040886 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2040894.125000 Penalty: 4865.869629
	Iteration 22Q: 3 clusters Score -2040894 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2040906.375000 Penalty: 4865.869629
	Iteration 23Q: 3 clusters Score -2040906 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2040916.875000 Penalty: 4865.869629
	Iteration 24Q: 3 clusters Score -2040917 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2040924.375000 Penalty: 4865.869629
	Iteration 25Q: 3 clusters Score -2040924 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2040931.875000 Penalty: 4865.869629
	Iteration 26Q: 3 clusters Score -2040932 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2040937.875000 Penalty: 4865.869629
	Iteration 27Q: 3 clusters Score -2040938 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2040945.125000 Penalty: 4865.869629
	Iteration 28Q: 3 clusters Score -2040945 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2040947.875000 Penalty: 4865.869629
	Iteration 29Q: 3 clusters Score -2040948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2040956.125000 Penalty: 4865.869629
	Iteration 30Q: 3 clusters Score -2040956 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2040958.125000 Penalty: 4865.869629
	Iteration 31Q: 3 clusters Score -2040958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2040961.375000 Penalty: 4865.869629
	Iteration 32Q: 3 clusters Score -2040961 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2040966.000000 Penalty: 4865.869629
	Iteration 33Q: 3 clusters Score -2040966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2040968.375000 Penalty: 4865.869629
	Iteration 34Q: 3 clusters Score -2040968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2040971.750000 Penalty: 4865.869629
	Iteration 35Q: 3 clusters Score -2040972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2040975.375000 Penalty: 4865.869629
	Iteration 36Q: 3 clusters Score -2040975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2040981.125000 Penalty: 4865.869629
	Iteration 37Q: 3 clusters Score -2040981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2040978.625000 Penalty: 4865.869629
	Iteration 38Q: 3 clusters Score -2040979 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2040979.375000 Penalty: 4865.869629
	Iteration 39Q: 3 clusters Score -2040979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2040984.125000 Penalty: 4865.869629
	Iteration 40F: 3 clusters Score -2040984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2040988.625000 Penalty: 4865.869629
	Iteration 41Q: 3 clusters Score -2040989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2040995.000000 Penalty: 4865.869629
	Iteration 42Q: 3 clusters Score -2040995 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2040996.000000 Penalty: 4865.869629
	Iteration 43Q: 3 clusters Score -2040996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2041008.750000 Penalty: 4865.869629
	Iteration 44Q: 3 clusters Score -2041009 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2041015.500000 Penalty: 4865.869629
	Iteration 45Q: 3 clusters Score -2041016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2041011.000000 Penalty: 4865.869629
	Iteration 46Q: 3 clusters Score -2041011 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2041010.750000 Penalty: 4865.869629
	Iteration 47Q: 3 clusters Score -2041011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2041017.375000 Penalty: 4865.869629
	Iteration 48Q: 3 clusters Score -2041017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2041015.000000 Penalty: 4865.869629
	Iteration 49Q: 3 clusters Score -2041015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2041020.375000 Penalty: 4865.869629
	Iteration 50Q: 3 clusters Score -2041020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2041020.750000 Penalty: 4865.869629
	Iteration 51Q: 3 clusters Score -2041021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2041018.125000 Penalty: 4865.869629
	Iteration 52Q: 3 clusters Score -2041018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2041020.750000 Penalty: 4865.869629
	Iteration 53Q: 3 clusters Score -2041021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2041026.250000 Penalty: 4865.869629
	Iteration 54Q: 3 clusters Score -2041026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2041026.125000 Penalty: 4865.869629
	Iteration 55Q: 3 clusters Score -2041026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2041026.875000 Penalty: 4865.869629
	Iteration 56Q: 3 clusters Score -2041027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2041032.625000 Penalty: 4865.869629
	Iteration 57Q: 3 clusters Score -2041033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2041033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2041036.125000 Penalty: 4865.869629
	Iteration 59Q: 3 clusters Score -2041036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2041037.375000 Penalty: 4865.869629
	Iteration 60F: 3 clusters Score -2041037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2041039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2041041.750000 Penalty: 4865.869629
	Iteration 62Q: 3 clusters Score -2041042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2041044.000000 Penalty: 4865.869629
	Iteration 63Q: 3 clusters Score -2041044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2041047.750000 Penalty: 4865.869629
	Iteration 64Q: 3 clusters Score -2041048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2041053.875000 Penalty: 4865.869629
	Iteration 65Q: 3 clusters Score -2041054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2041055.625000 Penalty: 4865.869629
	Iteration 66Q: 3 clusters Score -2041056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2041057.250000 Penalty: 4865.869629
	Iteration 67Q: 3 clusters Score -2041057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2041059.125000 Penalty: 4865.869629
	Iteration 68Q: 3 clusters Score -2041059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2041061.875000 Penalty: 4865.869629
	Iteration 69Q: 3 clusters Score -2041062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2041062.625000 Penalty: 4865.869629
	Iteration 70Q: 3 clusters Score -2041063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2041058.750000 Penalty: 4865.869629
	Iteration 71Q: 3 clusters Score -2041059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2041057.750000 Penalty: 4865.869629
	Iteration 72Q: 3 clusters Score -2041058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2041060.000000 Penalty: 4865.869629
	Iteration 73Q: 3 clusters Score -2041060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2041065.625000 Penalty: 4865.869629
	Iteration 74Q: 3 clusters Score -2041066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2041070.500000 Penalty: 4865.869629
	Iteration 75Q: 3 clusters Score -2041070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2041076.125000 Penalty: 4865.869629
	Iteration 76Q: 3 clusters Score -2041076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2041071.500000 Penalty: 4865.869629
	Iteration 77Q: 3 clusters Score -2041072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2041073.750000 Penalty: 4865.869629
	Iteration 78Q: 3 clusters Score -2041074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2041084.000000 Penalty: 4865.869629
	Iteration 79Q: 3 clusters Score -2041084 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2041088.500000 Penalty: 4865.869629
	Iteration 80F: 3 clusters Score -2041088 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2041090.625000 Penalty: 4865.869629
	Iteration 81Q: 3 clusters Score -2041091 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2041108.875000 Penalty: 4865.869629
	Iteration 82Q: 3 clusters Score -2041109 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2041119.750000 Penalty: 4865.869629
	Iteration 83Q: 3 clusters Score -2041120 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2041134.500000 Penalty: 4865.869629
	Iteration 84Q: 3 clusters Score -2041134 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2041138.500000 Penalty: 4865.869629
	Iteration 85Q: 3 clusters Score -2041138 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2041154.500000 Penalty: 4865.869629
	Iteration 86Q: 3 clusters Score -2041154 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2041166 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2041179 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2041194.750000 Penalty: 4865.869629
	Iteration 89Q: 3 clusters Score -2041195 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2041221 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2041239 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2041259.875000 Penalty: 4865.869629
	Iteration 92Q: 3 clusters Score -2041260 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -2041274.125000 Penalty: 4865.869629
	Iteration 93Q: 3 clusters Score -2041274 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2041314.625000 Penalty: 4865.869629
	Iteration 94Q: 3 clusters Score -2041315 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2041360.000000 Penalty: 4865.869629
	Iteration 95Q: 3 clusters Score -2041360 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2041399.125000 Penalty: 4865.869629
	Iteration 96Q: 3 clusters Score -2041399 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2041430.125000 Penalty: 4865.869629
	Iteration 97Q: 3 clusters Score -2041430 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2041467.125000 Penalty: 4865.869629
	Iteration 98Q: 3 clusters Score -2041467 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2041514.000000 Penalty: 4865.869629
	Iteration 99Q: 3 clusters Score -2041514 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2041549.500000 Penalty: 4865.869629
	Iteration 100F: 3 clusters Score -2041550 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2041578.875000 Penalty: 4865.869629
	Iteration 101Q: 3 clusters Score -2041579 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2041609.750000 Penalty: 4865.869629
	Iteration 102Q: 3 clusters Score -2041610 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2041641.625000 Penalty: 4865.869629
	Iteration 103Q: 3 clusters Score -2041642 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2041670.375000 Penalty: 4865.869629
	Iteration 104Q: 3 clusters Score -2041670 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2041712.125000 Penalty: 4865.869629
	Iteration 105Q: 3 clusters Score -2041712 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2041733.875000 Penalty: 4865.869629
	Iteration 106Q: 3 clusters Score -2041734 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2041773.375000 Penalty: 4865.869629
	Iteration 107Q: 3 clusters Score -2041773 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2041813.125000 Penalty: 4865.869629
	Iteration 108Q: 3 clusters Score -2041813 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2041848.125000 Penalty: 4865.869629
	Iteration 109Q: 3 clusters Score -2041848 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2041886.750000 Penalty: 4865.869629
	Iteration 110Q: 3 clusters Score -2041887 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2041929.000000 Penalty: 4865.869629
	Iteration 111Q: 3 clusters Score -2041929 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2041957.500000 Penalty: 4865.869629
	Iteration 112Q: 3 clusters Score -2041958 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2042004.250000 Penalty: 4865.869629
	Iteration 113Q: 3 clusters Score -2042004 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2042052.375000 Penalty: 4865.869629
	Iteration 114Q: 3 clusters Score -2042052 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2042094.250000 Penalty: 4865.869629
	Iteration 115Q: 3 clusters Score -2042094 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2042152.375000 Penalty: 4865.869629
	Iteration 116Q: 3 clusters Score -2042152 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2042210.875000 Penalty: 4865.869629
	Iteration 117Q: 3 clusters Score -2042211 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2042259.375000 Penalty: 4865.869629
	Iteration 118Q: 3 clusters Score -2042259 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2042303.500000 Penalty: 4865.869629
	Iteration 119Q: 3 clusters Score -2042304 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2042343.250000 Penalty: 4865.869629
	Iteration 120F: 3 clusters Score -2042343 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2042381.500000 Penalty: 4865.869629
	Iteration 121Q: 3 clusters Score -2042382 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2042408.500000 Penalty: 4865.869629
	Iteration 122Q: 3 clusters Score -2042408 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2042436.750000 Penalty: 4865.869629
	Iteration 123Q: 3 clusters Score -2042437 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2042455.375000 Penalty: 4865.869629
	Iteration 124Q: 3 clusters Score -2042455 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2042470.375000 Penalty: 4865.869629
	Iteration 125Q: 3 clusters Score -2042470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2042486.125000 Penalty: 4865.869629
	Iteration 126Q: 3 clusters Score -2042486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2042497.125000 Penalty: 4865.869629
	Iteration 127Q: 3 clusters Score -2042497 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2042511.125000 Penalty: 4865.869629
	Iteration 128Q: 3 clusters Score -2042511 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2042519.250000 Penalty: 4865.869629
	Iteration 129Q: 3 clusters Score -2042519 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2042527.750000 Penalty: 4865.869629
	Iteration 130Q: 3 clusters Score -2042528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2042540.500000 Penalty: 4865.869629
	Iteration 131Q: 3 clusters Score -2042540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2042545.250000 Penalty: 4865.869629
	Iteration 132Q: 3 clusters Score -2042545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2042550.375000 Penalty: 4865.869629
	Iteration 133Q: 3 clusters Score -2042550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2042556.000000 Penalty: 4865.869629
	Iteration 134Q: 3 clusters Score -2042556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2042558.500000 Penalty: 4865.869629
	Iteration 135Q: 3 clusters Score -2042558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2042557.250000 Penalty: 4865.869629
	Iteration 136Q: 3 clusters Score -2042557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2042558.750000 Penalty: 4865.869629
	Iteration 137Q: 3 clusters Score -2042559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2042561.875000 Penalty: 4865.869629
	Iteration 138Q: 3 clusters Score -2042562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2042558.125000 Penalty: 4865.869629
	Iteration 139Q: 3 clusters Score -2042558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2042558.625000 Penalty: 4865.869629
	Iteration 140F: 3 clusters Score -2042559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2042557.500000 Penalty: 4865.869629
	Iteration 141Q: 3 clusters Score -2042558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2042557.500000 Penalty: 4865.869629
	Iteration 142F: 3 clusters Score -2042558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (81897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81897 members 
Entering Unmasked Estep 
Score: -9916650.000000 Penalty: 2805.677734
	Iteration 0F: 2 clusters Score -9916650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -9861688.000000 Penalty: 5611.355469
	Iteration 0F: 3 clusters Score -9861688 nChanged 38628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -9883643.000000 Penalty: 5611.355469
	Iteration 1F: 3 clusters Score -9883643 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -9884371.000000 Penalty: 5611.355469
	Iteration 2Q: 3 clusters Score -9884371 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -9885264.000000 Penalty: 5611.355469
	Iteration 3Q: 3 clusters Score -9885264 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -9886645.000000 Penalty: 5611.355469
	Iteration 4Q: 3 clusters Score -9886645 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53341 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -9888888.000000 Penalty: 5611.355469
	Iteration 5F: 3 clusters Score -9888888 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59055 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -9892777.000000 Penalty: 5611.355469
	Iteration 6F: 3 clusters Score -9892777 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66111 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -9898794.000000 Penalty: 5611.355469
	Iteration 7F: 3 clusters Score -9898794 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73162 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -9905614.000000 Penalty: 5611.355469
	Iteration 8F: 3 clusters Score -9905614 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78188 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -9910653.000000 Penalty: 5611.355469
	Iteration 9F: 3 clusters Score -9910653 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80565 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -9912935.000000 Penalty: 5611.355469
	Iteration 10Q: 3 clusters Score -9912935 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81344 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9913735.000000 Penalty: 5611.355469
	Iteration 11Q: 3 clusters Score -9913735 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81557 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9914009.000000 Penalty: 5611.355469
	Iteration 12Q: 3 clusters Score -9914009 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81616 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9914108.000000 Penalty: 5611.355469
	Iteration 13Q: 3 clusters Score -9914108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81635 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9914148.000000 Penalty: 5611.355469
	Iteration 14Q: 3 clusters Score -9914148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81643 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9914160.000000 Penalty: 5611.355469
	Iteration 15Q: 3 clusters Score -9914160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81649 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9914173.000000 Penalty: 5611.355469
	Iteration 16Q: 3 clusters Score -9914173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81650 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9914181.000000 Penalty: 5611.355469
	Iteration 17Q: 3 clusters Score -9914181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81652 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9914174.000000 Penalty: 5611.355469
	Iteration 18Q: 3 clusters Score -9914174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81652 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9914174.000000 Penalty: 5611.355469
	Iteration 19F: 3 clusters Score -9914174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Entering Unmasked Estep 
Score: -1078547.750000 Penalty: 2276.329102
	Iteration 0F: 2 clusters Score -1078548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1071121.125000 Penalty: 4552.658203
	Iteration 0F: 3 clusters Score -1071121 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1073426.625000 Penalty: 4552.658203
	Iteration 1F: 3 clusters Score -1073427 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1073901.500000 Penalty: 4552.658203
	Iteration 2F: 3 clusters Score -1073902 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1074262.875000 Penalty: 4552.658203
	Iteration 3F: 3 clusters Score -1074263 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1074529.625000 Penalty: 4552.658203
	Iteration 4F: 3 clusters Score -1074530 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1074763.750000 Penalty: 4552.658203
	Iteration 5Q: 3 clusters Score -1074764 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1074963.875000 Penalty: 4552.658203
	Iteration 6Q: 3 clusters Score -1074964 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1075140.375000 Penalty: 4552.658203
	Iteration 7Q: 3 clusters Score -1075140 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1075312.375000 Penalty: 4552.658203
	Iteration 8Q: 3 clusters Score -1075312 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1075488.000000 Penalty: 4552.658203
	Iteration 9Q: 3 clusters Score -1075488 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1075629.750000 Penalty: 4552.658203
	Iteration 10Q: 3 clusters Score -1075630 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1075765.625000 Penalty: 4552.658203
	Iteration 11Q: 3 clusters Score -1075766 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1075906.125000 Penalty: 4552.658203
	Iteration 12Q: 3 clusters Score -1075906 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1076020.500000 Penalty: 4552.658203
	Iteration 13Q: 3 clusters Score -1076020 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1076111.625000 Penalty: 4552.658203
	Iteration 14Q: 3 clusters Score -1076112 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1076208.000000 Penalty: 4552.658203
	Iteration 15Q: 3 clusters Score -1076208 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1076292.875000 Penalty: 4552.658203
	Iteration 16Q: 3 clusters Score -1076293 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1076336.750000 Penalty: 4552.658203
	Iteration 17Q: 3 clusters Score -1076337 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1076374.625000 Penalty: 4552.658203
	Iteration 18Q: 3 clusters Score -1076375 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1076403.500000 Penalty: 4552.658203
	Iteration 19Q: 3 clusters Score -1076404 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1076421.625000 Penalty: 4552.658203
	Iteration 20F: 3 clusters Score -1076422 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1076442.375000 Penalty: 4552.658203
	Iteration 21Q: 3 clusters Score -1076442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1076456.000000 Penalty: 4552.658203
	Iteration 22Q: 3 clusters Score -1076456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1076463.875000 Penalty: 4552.658203
	Iteration 23Q: 3 clusters Score -1076464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1076472.125000 Penalty: 4552.658203
	Iteration 24Q: 3 clusters Score -1076472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1076479.250000 Penalty: 4552.658203
	Iteration 25Q: 3 clusters Score -1076479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1076493.625000 Penalty: 4552.658203
	Iteration 26Q: 3 clusters Score -1076494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1076504.875000 Penalty: 4552.658203
	Iteration 27Q: 3 clusters Score -1076505 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1076516.875000 Penalty: 4552.658203
	Iteration 28Q: 3 clusters Score -1076517 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1076535.125000 Penalty: 4552.658203
	Iteration 29Q: 3 clusters Score -1076535 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1076556.875000 Penalty: 4552.658203
	Iteration 30Q: 3 clusters Score -1076557 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1076578.500000 Penalty: 4552.658203
	Iteration 31Q: 3 clusters Score -1076578 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1076600.875000 Penalty: 4552.658203
	Iteration 32Q: 3 clusters Score -1076601 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1076625.625000 Penalty: 4552.658203
	Iteration 33Q: 3 clusters Score -1076626 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1076640.125000 Penalty: 4552.658203
	Iteration 34Q: 3 clusters Score -1076640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1076650.375000 Penalty: 4552.658203
	Iteration 35Q: 3 clusters Score -1076650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1076657.500000 Penalty: 4552.658203
	Iteration 36Q: 3 clusters Score -1076658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1076663.375000 Penalty: 4552.658203
	Iteration 37Q: 3 clusters Score -1076663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1076661.375000 Penalty: 4552.658203
	Iteration 38Q: 3 clusters Score -1076661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1076663.125000 Penalty: 4552.658203
	Iteration 39Q: 3 clusters Score -1076663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1076667.750000 Penalty: 4552.658203
	Iteration 40F: 3 clusters Score -1076668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1076668.250000 Penalty: 4552.658203
	Iteration 41Q: 3 clusters Score -1076668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1076669.375000 Penalty: 4552.658203
	Iteration 42Q: 3 clusters Score -1076669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1076671.375000 Penalty: 4552.658203
	Iteration 43Q: 3 clusters Score -1076671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1076674.875000 Penalty: 4552.658203
	Iteration 44Q: 3 clusters Score -1076675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1076674.500000 Penalty: 4552.658203
	Iteration 45Q: 3 clusters Score -1076674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1076676.375000 Penalty: 4552.658203
	Iteration 46Q: 3 clusters Score -1076676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1076676.625000 Penalty: 4552.658203
	Iteration 47Q: 3 clusters Score -1076677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1076677.875000 Penalty: 4552.658203
	Iteration 48Q: 3 clusters Score -1076678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1076679.625000 Penalty: 4552.658203
	Iteration 49Q: 3 clusters Score -1076680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1076682.250000 Penalty: 4552.658203
	Iteration 50Q: 3 clusters Score -1076682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1076683.750000 Penalty: 4552.658203
	Iteration 51Q: 3 clusters Score -1076684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1076682.125000 Penalty: 4552.658203
	Iteration 52Q: 3 clusters Score -1076682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1076682.125000 Penalty: 4552.658203
	Iteration 53F: 3 clusters Score -1076682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (70583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70583 members 
Entering Unmasked Estep 
Score: -8856192.000000 Penalty: 2768.807129
	Iteration 0F: 2 clusters Score -8856192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -8808808.000000 Penalty: 5537.614258
	Iteration 0F: 3 clusters Score -8808808 nChanged 33072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -8827479.000000 Penalty: 5537.614258
	Iteration 1F: 3 clusters Score -8827479 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -8828039.000000 Penalty: 5537.614258
	Iteration 2Q: 3 clusters Score -8828039 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -8828567.000000 Penalty: 5537.614258
	Iteration 3Q: 3 clusters Score -8828567 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -8829141.000000 Penalty: 5537.614258
	Iteration 4Q: 3 clusters Score -8829141 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -8829636.000000 Penalty: 5537.614258
	Iteration 5Q: 3 clusters Score -8829636 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -8830243.000000 Penalty: 5537.614258
	Iteration 6Q: 3 clusters Score -8830243 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -8830963.000000 Penalty: 5537.614258
	Iteration 7Q: 3 clusters Score -8830963 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -8831952.000000 Penalty: 5537.614258
	Iteration 8Q: 3 clusters Score -8831952 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -8833201.000000 Penalty: 5537.614258
	Iteration 9Q: 3 clusters Score -8833201 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -8834911.000000 Penalty: 5537.614258
	Iteration 10Q: 3 clusters Score -8834911 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -8837124.000000 Penalty: 5537.614258
	Iteration 11F: 3 clusters Score -8837124 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -8839713.000000 Penalty: 5537.614258
	Iteration 12F: 3 clusters Score -8839713 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -8841805.000000 Penalty: 5537.614258
	Iteration 13F: 3 clusters Score -8841805 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -8843015.000000 Penalty: 5537.614258
	Iteration 14Q: 3 clusters Score -8843015 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -8843560.000000 Penalty: 5537.614258
	Iteration 15Q: 3 clusters Score -8843560 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -8843837.000000 Penalty: 5537.614258
	Iteration 16Q: 3 clusters Score -8843837 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -8844055.000000 Penalty: 5537.614258
	Iteration 17Q: 3 clusters Score -8844055 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -8844304.000000 Penalty: 5537.614258
	Iteration 18Q: 3 clusters Score -8844304 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -8844478.000000 Penalty: 5537.614258
	Iteration 19Q: 3 clusters Score -8844478 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -8844672.000000 Penalty: 5537.614258
	Iteration 20F: 3 clusters Score -8844672 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -8844948.000000 Penalty: 5537.614258
	Iteration 21Q: 3 clusters Score -8844948 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -8845217.000000 Penalty: 5537.614258
	Iteration 22Q: 3 clusters Score -8845217 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -8845427.000000 Penalty: 5537.614258
	Iteration 23Q: 3 clusters Score -8845427 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -8845667.000000 Penalty: 5537.614258
	Iteration 24Q: 3 clusters Score -8845667 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -8845932.000000 Penalty: 5537.614258
	Iteration 25Q: 3 clusters Score -8845932 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -8846200.000000 Penalty: 5537.614258
	Iteration 26Q: 3 clusters Score -8846200 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -8846524.000000 Penalty: 5537.614258
	Iteration 27Q: 3 clusters Score -8846524 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -8846910.000000 Penalty: 5537.614258
	Iteration 28Q: 3 clusters Score -8846910 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -8847205.000000 Penalty: 5537.614258
	Iteration 29Q: 3 clusters Score -8847205 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -8847536.000000 Penalty: 5537.614258
	Iteration 30Q: 3 clusters Score -8847536 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -8847907.000000 Penalty: 5537.614258
	Iteration 31Q: 3 clusters Score -8847907 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -8848270.000000 Penalty: 5537.614258
	Iteration 32Q: 3 clusters Score -8848270 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -8848529.000000 Penalty: 5537.614258
	Iteration 33Q: 3 clusters Score -8848529 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -8848853.000000 Penalty: 5537.614258
	Iteration 34Q: 3 clusters Score -8848853 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -8849218.000000 Penalty: 5537.614258
	Iteration 35Q: 3 clusters Score -8849218 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -8849522.000000 Penalty: 5537.614258
	Iteration 36Q: 3 clusters Score -8849522 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -8849874.000000 Penalty: 5537.614258
	Iteration 37Q: 3 clusters Score -8849874 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -8850231.000000 Penalty: 5537.614258
	Iteration 38Q: 3 clusters Score -8850231 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -8850541.000000 Penalty: 5537.614258
	Iteration 39Q: 3 clusters Score -8850541 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 58367 members 
Entering Unmasked Estep 
Score: -8850839.000000 Penalty: 5537.614258
	Iteration 40F: 3 clusters Score -8850839 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 59239 members 
Entering Unmasked Estep 
Score: -8851120.000000 Penalty: 5537.614258
	Iteration 41Q: 3 clusters Score -8851120 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 60110 members 
Entering Unmasked Estep 
Score: -8851449.000000 Penalty: 5537.614258
	Iteration 42Q: 3 clusters Score -8851449 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -8851801.000000 Penalty: 5537.614258
	Iteration 43Q: 3 clusters Score -8851801 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 61757 members 
Entering Unmasked Estep 
Score: -8852096.000000 Penalty: 5537.614258
	Iteration 44Q: 3 clusters Score -8852096 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 62497 members 
Entering Unmasked Estep 
Score: -8852387.000000 Penalty: 5537.614258
	Iteration 45Q: 3 clusters Score -8852387 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 63168 members 
Entering Unmasked Estep 
Score: -8852698.000000 Penalty: 5537.614258
	Iteration 46Q: 3 clusters Score -8852698 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 63755 members 
Entering Unmasked Estep 
Score: -8852944.000000 Penalty: 5537.614258
	Iteration 47Q: 3 clusters Score -8852944 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 64287 members 
Entering Unmasked Estep 
Score: -8853152.000000 Penalty: 5537.614258
	Iteration 48Q: 3 clusters Score -8853152 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -8853369.000000 Penalty: 5537.614258
	Iteration 49Q: 3 clusters Score -8853369 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -8853518.000000 Penalty: 5537.614258
	Iteration 50Q: 3 clusters Score -8853518 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 65671 members 
Entering Unmasked Estep 
Score: -8853635.000000 Penalty: 5537.614258
	Iteration 51Q: 3 clusters Score -8853635 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 66048 members 
Entering Unmasked Estep 
Score: -8853750.000000 Penalty: 5537.614258
	Iteration 52Q: 3 clusters Score -8853750 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 66371 members 
Entering Unmasked Estep 
Score: -8853883.000000 Penalty: 5537.614258
	Iteration 53Q: 3 clusters Score -8853883 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 66628 members 
Entering Unmasked Estep 
Score: -8853993.000000 Penalty: 5537.614258
	Iteration 54Q: 3 clusters Score -8853993 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 66855 members 
Entering Unmasked Estep 
Score: -8854070.000000 Penalty: 5537.614258
	Iteration 55Q: 3 clusters Score -8854070 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 67060 members 
Entering Unmasked Estep 
Score: -8854096.000000 Penalty: 5537.614258
	Iteration 56Q: 3 clusters Score -8854096 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 67246 members 
Entering Unmasked Estep 
Score: -8854181.000000 Penalty: 5537.614258
	Iteration 57Q: 3 clusters Score -8854181 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 67397 members 
Entering Unmasked Estep 
Score: -8854237.000000 Penalty: 5537.614258
	Iteration 58Q: 3 clusters Score -8854237 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 67521 members 
Entering Unmasked Estep 
Score: -8854266.000000 Penalty: 5537.614258
	Iteration 59Q: 3 clusters Score -8854266 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 67626 members 
Entering Unmasked Estep 
Score: -8854301.000000 Penalty: 5537.614258
	Iteration 60F: 3 clusters Score -8854301 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 67716 members 
Entering Unmasked Estep 
Score: -8854331.000000 Penalty: 5537.614258
	Iteration 61Q: 3 clusters Score -8854331 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 67782 members 
Entering Unmasked Estep 
Score: -8854345.000000 Penalty: 5537.614258
	Iteration 62Q: 3 clusters Score -8854345 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 67840 members 
Entering Unmasked Estep 
Score: -8854355.000000 Penalty: 5537.614258
	Iteration 63Q: 3 clusters Score -8854355 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 67891 members 
Entering Unmasked Estep 
Score: -8854364.000000 Penalty: 5537.614258
	Iteration 64Q: 3 clusters Score -8854364 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 67949 members 
Entering Unmasked Estep 
Score: -8854350.000000 Penalty: 5537.614258
	Iteration 65Q: 3 clusters Score -8854350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 67999 members 
Entering Unmasked Estep 
Score: -8854378.000000 Penalty: 5537.614258
	Iteration 66Q: 3 clusters Score -8854378 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 68045 members 
Entering Unmasked Estep 
Score: -8854406.000000 Penalty: 5537.614258
	Iteration 67Q: 3 clusters Score -8854406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -8854406.000000 Penalty: 5537.614258
	Iteration 68Q: 3 clusters Score -8854406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 68114 members 
Entering Unmasked Estep 
Score: -8854414.000000 Penalty: 5537.614258
	Iteration 69Q: 3 clusters Score -8854414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 68145 members 
Entering Unmasked Estep 
Score: -8854393.000000 Penalty: 5537.614258
	Iteration 70Q: 3 clusters Score -8854393 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 68170 members 
Entering Unmasked Estep 
Score: -8854399.000000 Penalty: 5537.614258
	Iteration 71Q: 3 clusters Score -8854399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 68193 members 
Entering Unmasked Estep 
Score: -8854415.000000 Penalty: 5537.614258
	Iteration 72Q: 3 clusters Score -8854415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 68204 members 
Entering Unmasked Estep 
Score: -8854418.000000 Penalty: 5537.614258
	Iteration 73Q: 3 clusters Score -8854418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -8854411.000000 Penalty: 5537.614258
	Iteration 74Q: 3 clusters Score -8854411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 68213 members 
Entering Unmasked Estep 
Score: -8854416.000000 Penalty: 5537.614258
	Iteration 75Q: 3 clusters Score -8854416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 68216 members 
Entering Unmasked Estep 
Score: -8854406.000000 Penalty: 5537.614258
	Iteration 76Q: 3 clusters Score -8854406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 68216 members 
Entering Unmasked Estep 
Score: -8854405.000000 Penalty: 5537.614258
	Iteration 77Q: 3 clusters Score -8854405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 68218 members 
Entering Unmasked Estep 
Score: -8854413.000000 Penalty: 5537.614258
	Iteration 78Q: 3 clusters Score -8854413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 68219 members 
Entering Unmasked Estep 
Score: -8854416.000000 Penalty: 5537.614258
	Iteration 79Q: 3 clusters Score -8854416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 68220 members 
Entering Unmasked Estep 
Score: -8854412.000000 Penalty: 5537.614258
	Iteration 80F: 3 clusters Score -8854412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -8854420.000000 Penalty: 5537.614258
	Iteration 81Q: 3 clusters Score -8854420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 68229 members 
Entering Unmasked Estep 
Score: -8854424.000000 Penalty: 5537.614258
	Iteration 82Q: 3 clusters Score -8854424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 68236 members 
Entering Unmasked Estep 
Score: -8854432.000000 Penalty: 5537.614258
	Iteration 83Q: 3 clusters Score -8854432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 68245 members 
Entering Unmasked Estep 
Score: -8854436.000000 Penalty: 5537.614258
	Iteration 84Q: 3 clusters Score -8854436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 68251 members 
Entering Unmasked Estep 
Score: -8854431.000000 Penalty: 5537.614258
	Iteration 85Q: 3 clusters Score -8854431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 68256 members 
Entering Unmasked Estep 
Score: -8854443.000000 Penalty: 5537.614258
	Iteration 86Q: 3 clusters Score -8854443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 68263 members 
Entering Unmasked Estep 
Score: -8854439.000000 Penalty: 5537.614258
	Iteration 87Q: 3 clusters Score -8854439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 68268 members 
Entering Unmasked Estep 
Score: -8854443.000000 Penalty: 5537.614258
	Iteration 88Q: 3 clusters Score -8854443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 68274 members 
Entering Unmasked Estep 
Score: -8854450.000000 Penalty: 5537.614258
	Iteration 89Q: 3 clusters Score -8854450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 68278 members 
Entering Unmasked Estep 
Score: -8854449.000000 Penalty: 5537.614258
	Iteration 90Q: 3 clusters Score -8854449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 68281 members 
Entering Unmasked Estep 
Score: -8854440.000000 Penalty: 5537.614258
	Iteration 91Q: 3 clusters Score -8854440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 68281 members 
Entering Unmasked Estep 
Score: -8854440.000000 Penalty: 5537.614258
	Iteration 92F: 3 clusters Score -8854440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Entering Unmasked Estep 
Score: -394445.750000 Penalty: 2056.738281
	Iteration 0F: 2 clusters Score -394445.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -390659.687500 Penalty: 4113.476562
	Iteration 0F: 3 clusters Score -390659.7 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -391706.187500 Penalty: 4113.476562
	Iteration 1F: 3 clusters Score -391706.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -392119.906250 Penalty: 4113.476562
	Iteration 2F: 3 clusters Score -392119.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -392493.593750 Penalty: 4113.476562
	Iteration 3F: 3 clusters Score -392493.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -392924.812500 Penalty: 4113.476562
	Iteration 4F: 3 clusters Score -392924.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -393312.468750 Penalty: 4113.476562
	Iteration 5F: 3 clusters Score -393312.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -393643.000000 Penalty: 4113.476562
	Iteration 6F: 3 clusters Score -393643 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -393857.125000 Penalty: 4113.476562
	Iteration 7Q: 3 clusters Score -393857.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -393985.156250 Penalty: 4113.476562
	Iteration 8Q: 3 clusters Score -393985.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -394038.937500 Penalty: 4113.476562
	Iteration 9Q: 3 clusters Score -394038.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -394056.437500 Penalty: 4113.476562
	Iteration 10Q: 3 clusters Score -394056.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -394065.875000 Penalty: 4113.476562
	Iteration 11Q: 3 clusters Score -394065.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -394070.656250 Penalty: 4113.476562
	Iteration 12Q: 3 clusters Score -394070.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -394072.625000 Penalty: 4113.476562
	Iteration 13Q: 3 clusters Score -394072.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -394073.375000 Penalty: 4113.476562
	Iteration 14Q: 3 clusters Score -394073.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -394073.437500 Penalty: 4113.476562
	Iteration 15Q: 3 clusters Score -394073.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -394073.562500 Penalty: 4113.476562
	Iteration 16Q: 3 clusters Score -394073.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -394073.562500 Penalty: 4113.476562
	Iteration 17F: 3 clusters Score -394073.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (136735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136735 members 
Entering Unmasked Estep 
Score: -17021990.000000 Penalty: 2932.798340
	Iteration 0F: 2 clusters Score -1.702199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68201 members 
Mstep: Class 2 contains 68534 members 
Entering Unmasked Estep 
Score: -16930530.000000 Penalty: 5865.596680
	Iteration 0F: 3 clusters Score -1.693053e+07 nChanged 65220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66125 members 
Mstep: Class 2 contains 70610 members 
Entering Unmasked Estep 
Score: -16967744.000000 Penalty: 5865.596680
	Iteration 1F: 3 clusters Score -1.696774e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 71728 members 
Entering Unmasked Estep 
Score: -16968816.000000 Penalty: 5865.596680
	Iteration 2Q: 3 clusters Score -1.696882e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63280 members 
Mstep: Class 2 contains 73455 members 
Entering Unmasked Estep 
Score: -16969840.000000 Penalty: 5865.596680
	Iteration 3Q: 3 clusters Score -1.696984e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60725 members 
Mstep: Class 2 contains 76010 members 
Entering Unmasked Estep 
Score: -16971224.000000 Penalty: 5865.596680
	Iteration 4Q: 3 clusters Score -1.697122e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56976 members 
Mstep: Class 2 contains 79759 members 
Entering Unmasked Estep 
Score: -16973202.000000 Penalty: 5865.596680
	Iteration 5Q: 3 clusters Score -1.69732e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 85297 members 
Entering Unmasked Estep 
Score: -16976324.000000 Penalty: 5865.596680
	Iteration 6Q: 3 clusters Score -1.697632e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 93045 members 
Entering Unmasked Estep 
Score: -16981354.000000 Penalty: 5865.596680
	Iteration 7F: 3 clusters Score -1.698135e+07 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 103077 members 
Entering Unmasked Estep 
Score: -16989136.000000 Penalty: 5865.596680
	Iteration 8F: 3 clusters Score -1.698914e+07 nChanged 11088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 114147 members 
Entering Unmasked Estep 
Score: -16999190.000000 Penalty: 5865.596680
	Iteration 9F: 3 clusters Score -1.699919e+07 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 123986 members 
Entering Unmasked Estep 
Score: -17008336.000000 Penalty: 5865.596680
	Iteration 10F: 3 clusters Score -1.700834e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 130565 members 
Entering Unmasked Estep 
Score: -17014464.000000 Penalty: 5865.596680
	Iteration 11Q: 3 clusters Score -1.701446e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 133898 members 
Entering Unmasked Estep 
Score: -17017330.000000 Penalty: 5865.596680
	Iteration 12Q: 3 clusters Score -1.701733e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 135277 members 
Entering Unmasked Estep 
Score: -17018466.000000 Penalty: 5865.596680
	Iteration 13Q: 3 clusters Score -1.701847e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 135813 members 
Entering Unmasked Estep 
Score: -17018940.000000 Penalty: 5865.596680
	Iteration 14Q: 3 clusters Score -1.701894e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 136027 members 
Entering Unmasked Estep 
Score: -17019170.000000 Penalty: 5865.596680
	Iteration 15Q: 3 clusters Score -1.701917e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 136141 members 
Entering Unmasked Estep 
Score: -17019290.000000 Penalty: 5865.596680
	Iteration 16Q: 3 clusters Score -1.701929e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 136180 members 
Entering Unmasked Estep 
Score: -17019324.000000 Penalty: 5865.596680
	Iteration 17Q: 3 clusters Score -1.701932e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 136211 members 
Entering Unmasked Estep 
Score: -17019362.000000 Penalty: 5865.596680
	Iteration 18Q: 3 clusters Score -1.701936e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 136236 members 
Entering Unmasked Estep 
Score: -17019412.000000 Penalty: 5865.596680
	Iteration 19Q: 3 clusters Score -1.701941e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 136262 members 
Entering Unmasked Estep 
Score: -17019438.000000 Penalty: 5865.596680
	Iteration 20F: 3 clusters Score -1.701944e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 136279 members 
Entering Unmasked Estep 
Score: -17019480.000000 Penalty: 5865.596680
	Iteration 21Q: 3 clusters Score -1.701948e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 136288 members 
Entering Unmasked Estep 
Score: -17019482.000000 Penalty: 5865.596680
	Iteration 22Q: 3 clusters Score -1.701948e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 136294 members 
Entering Unmasked Estep 
Score: -17019508.000000 Penalty: 5865.596680
	Iteration 23Q: 3 clusters Score -1.701951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 136302 members 
Entering Unmasked Estep 
Score: -17019516.000000 Penalty: 5865.596680
	Iteration 24Q: 3 clusters Score -1.701952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 136304 members 
Entering Unmasked Estep 
Score: -17019536.000000 Penalty: 5865.596680
	Iteration 25Q: 3 clusters Score -1.701954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 136306 members 
Entering Unmasked Estep 
Score: -17019534.000000 Penalty: 5865.596680
	Iteration 26Q: 3 clusters Score -1.701953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 136308 members 
Entering Unmasked Estep 
Score: -17019544.000000 Penalty: 5865.596680
	Iteration 27Q: 3 clusters Score -1.701954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 136311 members 
Entering Unmasked Estep 
Score: -17019544.000000 Penalty: 5865.596680
	Iteration 28Q: 3 clusters Score -1.701954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 136314 members 
Entering Unmasked Estep 
Score: -17019562.000000 Penalty: 5865.596680
	Iteration 29Q: 3 clusters Score -1.701956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 136316 members 
Entering Unmasked Estep 
Score: -17019560.000000 Penalty: 5865.596680
	Iteration 30Q: 3 clusters Score -1.701956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 136315 members 
Entering Unmasked Estep 
Score: -17019564.000000 Penalty: 5865.596680
	Iteration 31Q: 3 clusters Score -1.701956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 136314 members 
Entering Unmasked Estep 
Score: -17019570.000000 Penalty: 5865.596680
	Iteration 32Q: 3 clusters Score -1.701957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 136315 members 
Entering Unmasked Estep 
Score: -17019576.000000 Penalty: 5865.596680
	Iteration 33Q: 3 clusters Score -1.701958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 136314 members 
Entering Unmasked Estep 
Score: -17019574.000000 Penalty: 5865.596680
	Iteration 34Q: 3 clusters Score -1.701957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 136315 members 
Entering Unmasked Estep 
Score: -17019578.000000 Penalty: 5865.596680
	Iteration 35Q: 3 clusters Score -1.701958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 136313 members 
Entering Unmasked Estep 
Score: -17019588.000000 Penalty: 5865.596680
	Iteration 36Q: 3 clusters Score -1.701959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 136312 members 
Entering Unmasked Estep 
Score: -17019588.000000 Penalty: 5865.596680
	Iteration 37Q: 3 clusters Score -1.701959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 136312 members 
Entering Unmasked Estep 
Score: -17019596.000000 Penalty: 5865.596680
	Iteration 38Q: 3 clusters Score -1.70196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 136313 members 
Entering Unmasked Estep 
Score: -17019598.000000 Penalty: 5865.596680
	Iteration 39Q: 3 clusters Score -1.70196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 136313 members 
Entering Unmasked Estep 
Score: -17019598.000000 Penalty: 5865.596680
	Iteration 40F: 3 clusters Score -1.70196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (191422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191422 members 
Entering Unmasked Estep 
Score: -23839400.000000 Penalty: 3016.234375
	Iteration 0F: 2 clusters Score -2.38394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95573 members 
Mstep: Class 2 contains 95849 members 
Entering Unmasked Estep 
Score: -23715180.000000 Penalty: 6032.468750
	Iteration 0F: 3 clusters Score -2.371518e+07 nChanged 92128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94221 members 
Mstep: Class 2 contains 97201 members 
Entering Unmasked Estep 
Score: -23768938.000000 Penalty: 6032.468750
	Iteration 1F: 3 clusters Score -2.376894e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93442 members 
Mstep: Class 2 contains 97980 members 
Entering Unmasked Estep 
Score: -23769674.000000 Penalty: 6032.468750
	Iteration 2Q: 3 clusters Score -2.376967e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92249 members 
Mstep: Class 2 contains 99173 members 
Entering Unmasked Estep 
Score: -23770502.000000 Penalty: 6032.468750
	Iteration 3Q: 3 clusters Score -2.37705e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90338 members 
Mstep: Class 2 contains 101084 members 
Entering Unmasked Estep 
Score: -23771588.000000 Penalty: 6032.468750
	Iteration 4Q: 3 clusters Score -2.377159e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87432 members 
Mstep: Class 2 contains 103990 members 
Entering Unmasked Estep 
Score: -23773092.000000 Penalty: 6032.468750
	Iteration 5Q: 3 clusters Score -2.377309e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83074 members 
Mstep: Class 2 contains 108348 members 
Entering Unmasked Estep 
Score: -23775626.000000 Penalty: 6032.468750
	Iteration 6Q: 3 clusters Score -2.377563e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76788 members 
Mstep: Class 2 contains 114634 members 
Entering Unmasked Estep 
Score: -23779760.000000 Penalty: 6032.468750
	Iteration 7Q: 3 clusters Score -2.377976e+07 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 123234 members 
Entering Unmasked Estep 
Score: -23786680.000000 Penalty: 6032.468750
	Iteration 8F: 3 clusters Score -2.378668e+07 nChanged 11874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 133610 members 
Entering Unmasked Estep 
Score: -23796078.000000 Penalty: 6032.468750
	Iteration 9F: 3 clusters Score -2.379608e+07 nChanged 11971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 143989 members 
Entering Unmasked Estep 
Score: -23806184.000000 Penalty: 6032.468750
	Iteration 10F: 3 clusters Score -2.380618e+07 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 152534 members 
Entering Unmasked Estep 
Score: -23814670.000000 Penalty: 6032.468750
	Iteration 11F: 3 clusters Score -2.381467e+07 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 158963 members 
Entering Unmasked Estep 
Score: -23820492.000000 Penalty: 6032.468750
	Iteration 12Q: 3 clusters Score -2.382049e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 163357 members 
Entering Unmasked Estep 
Score: -23824106.000000 Penalty: 6032.468750
	Iteration 13Q: 3 clusters Score -2.382411e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 166594 members 
Entering Unmasked Estep 
Score: -23826520.000000 Penalty: 6032.468750
	Iteration 14Q: 3 clusters Score -2.382652e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 169149 members 
Entering Unmasked Estep 
Score: -23828290.000000 Penalty: 6032.468750
	Iteration 15Q: 3 clusters Score -2.382829e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 171344 members 
Entering Unmasked Estep 
Score: -23829454.000000 Penalty: 6032.468750
	Iteration 16Q: 3 clusters Score -2.382945e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 173266 members 
Entering Unmasked Estep 
Score: -23830274.000000 Penalty: 6032.468750
	Iteration 17Q: 3 clusters Score -2.383027e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 174884 members 
Entering Unmasked Estep 
Score: -23831116.000000 Penalty: 6032.468750
	Iteration 18Q: 3 clusters Score -2.383112e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 176288 members 
Entering Unmasked Estep 
Score: -23831682.000000 Penalty: 6032.468750
	Iteration 19Q: 3 clusters Score -2.383168e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 177549 members 
Entering Unmasked Estep 
Score: -23832168.000000 Penalty: 6032.468750
	Iteration 20F: 3 clusters Score -2.383217e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 178692 members 
Entering Unmasked Estep 
Score: -23832624.000000 Penalty: 6032.468750
	Iteration 21Q: 3 clusters Score -2.383262e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 179709 members 
Entering Unmasked Estep 
Score: -23833036.000000 Penalty: 6032.468750
	Iteration 22Q: 3 clusters Score -2.383304e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 180673 members 
Entering Unmasked Estep 
Score: -23833534.000000 Penalty: 6032.468750
	Iteration 23Q: 3 clusters Score -2.383353e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 181530 members 
Entering Unmasked Estep 
Score: -23833838.000000 Penalty: 6032.468750
	Iteration 24Q: 3 clusters Score -2.383384e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 182262 members 
Entering Unmasked Estep 
Score: -23834156.000000 Penalty: 6032.468750
	Iteration 25Q: 3 clusters Score -2.383416e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 182894 members 
Entering Unmasked Estep 
Score: -23834422.000000 Penalty: 6032.468750
	Iteration 26Q: 3 clusters Score -2.383442e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 183442 members 
Entering Unmasked Estep 
Score: -23834730.000000 Penalty: 6032.468750
	Iteration 27Q: 3 clusters Score -2.383473e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 183950 members 
Entering Unmasked Estep 
Score: -23834904.000000 Penalty: 6032.468750
	Iteration 28Q: 3 clusters Score -2.38349e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 184432 members 
Entering Unmasked Estep 
Score: -23835008.000000 Penalty: 6032.468750
	Iteration 29Q: 3 clusters Score -2.383501e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 184839 members 
Entering Unmasked Estep 
Score: -23835192.000000 Penalty: 6032.468750
	Iteration 30Q: 3 clusters Score -2.383519e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 185208 members 
Entering Unmasked Estep 
Score: -23835372.000000 Penalty: 6032.468750
	Iteration 31Q: 3 clusters Score -2.383537e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 185539 members 
Entering Unmasked Estep 
Score: -23835528.000000 Penalty: 6032.468750
	Iteration 32Q: 3 clusters Score -2.383553e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 185825 members 
Entering Unmasked Estep 
Score: -23835626.000000 Penalty: 6032.468750
	Iteration 33Q: 3 clusters Score -2.383563e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 186086 members 
Entering Unmasked Estep 
Score: -23835702.000000 Penalty: 6032.468750
	Iteration 34Q: 3 clusters Score -2.38357e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 186311 members 
Entering Unmasked Estep 
Score: -23835820.000000 Penalty: 6032.468750
	Iteration 35Q: 3 clusters Score -2.383582e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 186531 members 
Entering Unmasked Estep 
Score: -23835880.000000 Penalty: 6032.468750
	Iteration 36Q: 3 clusters Score -2.383588e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 186714 members 
Entering Unmasked Estep 
Score: -23835978.000000 Penalty: 6032.468750
	Iteration 37Q: 3 clusters Score -2.383598e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 186873 members 
Entering Unmasked Estep 
Score: -23836016.000000 Penalty: 6032.468750
	Iteration 38Q: 3 clusters Score -2.383602e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 186999 members 
Entering Unmasked Estep 
Score: -23836074.000000 Penalty: 6032.468750
	Iteration 39Q: 3 clusters Score -2.383607e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 187106 members 
Entering Unmasked Estep 
Score: -23836132.000000 Penalty: 6032.468750
	Iteration 40F: 3 clusters Score -2.383613e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 187193 members 
Entering Unmasked Estep 
Score: -23836208.000000 Penalty: 6032.468750
	Iteration 41Q: 3 clusters Score -2.383621e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 187265 members 
Entering Unmasked Estep 
Score: -23836254.000000 Penalty: 6032.468750
	Iteration 42Q: 3 clusters Score -2.383625e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 187350 members 
Entering Unmasked Estep 
Score: -23836294.000000 Penalty: 6032.468750
	Iteration 43Q: 3 clusters Score -2.383629e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 187436 members 
Entering Unmasked Estep 
Score: -23836344.000000 Penalty: 6032.468750
	Iteration 44Q: 3 clusters Score -2.383634e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 187524 members 
Entering Unmasked Estep 
Score: -23836384.000000 Penalty: 6032.468750
	Iteration 45Q: 3 clusters Score -2.383638e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 187605 members 
Entering Unmasked Estep 
Score: -23836408.000000 Penalty: 6032.468750
	Iteration 46Q: 3 clusters Score -2.383641e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 187680 members 
Entering Unmasked Estep 
Score: -23836420.000000 Penalty: 6032.468750
	Iteration 47Q: 3 clusters Score -2.383642e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 187736 members 
Entering Unmasked Estep 
Score: -23836444.000000 Penalty: 6032.468750
	Iteration 48Q: 3 clusters Score -2.383644e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 187784 members 
Entering Unmasked Estep 
Score: -23836442.000000 Penalty: 6032.468750
	Iteration 49Q: 3 clusters Score -2.383644e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 187833 members 
Entering Unmasked Estep 
Score: -23836464.000000 Penalty: 6032.468750
	Iteration 50Q: 3 clusters Score -2.383646e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 187874 members 
Entering Unmasked Estep 
Score: -23836484.000000 Penalty: 6032.468750
	Iteration 51Q: 3 clusters Score -2.383648e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 187926 members 
Entering Unmasked Estep 
Score: -23836492.000000 Penalty: 6032.468750
	Iteration 52Q: 3 clusters Score -2.383649e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 187984 members 
Entering Unmasked Estep 
Score: -23836500.000000 Penalty: 6032.468750
	Iteration 53Q: 3 clusters Score -2.38365e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 188043 members 
Entering Unmasked Estep 
Score: -23836504.000000 Penalty: 6032.468750
	Iteration 54Q: 3 clusters Score -2.38365e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 188088 members 
Entering Unmasked Estep 
Score: -23836540.000000 Penalty: 6032.468750
	Iteration 55Q: 3 clusters Score -2.383654e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 188126 members 
Entering Unmasked Estep 
Score: -23836576.000000 Penalty: 6032.468750
	Iteration 56Q: 3 clusters Score -2.383658e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 188161 members 
Entering Unmasked Estep 
Score: -23836598.000000 Penalty: 6032.468750
	Iteration 57Q: 3 clusters Score -2.38366e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 188209 members 
Entering Unmasked Estep 
Score: -23836606.000000 Penalty: 6032.468750
	Iteration 58Q: 3 clusters Score -2.383661e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 188243 members 
Entering Unmasked Estep 
Score: -23836608.000000 Penalty: 6032.468750
	Iteration 59Q: 3 clusters Score -2.383661e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 188281 members 
Entering Unmasked Estep 
Score: -23836616.000000 Penalty: 6032.468750
	Iteration 60F: 3 clusters Score -2.383662e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 188310 members 
Entering Unmasked Estep 
Score: -23836620.000000 Penalty: 6032.468750
	Iteration 61Q: 3 clusters Score -2.383662e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 188336 members 
Entering Unmasked Estep 
Score: -23836674.000000 Penalty: 6032.468750
	Iteration 62Q: 3 clusters Score -2.383667e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 188360 members 
Entering Unmasked Estep 
Score: -23836660.000000 Penalty: 6032.468750
	Iteration 63Q: 3 clusters Score -2.383666e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 188381 members 
Entering Unmasked Estep 
Score: -23836660.000000 Penalty: 6032.468750
	Iteration 64Q: 3 clusters Score -2.383666e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 188404 members 
Entering Unmasked Estep 
Score: -23836672.000000 Penalty: 6032.468750
	Iteration 65Q: 3 clusters Score -2.383667e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 188414 members 
Entering Unmasked Estep 
Score: -23836658.000000 Penalty: 6032.468750
	Iteration 66Q: 3 clusters Score -2.383666e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 188421 members 
Entering Unmasked Estep 
Score: -23836688.000000 Penalty: 6032.468750
	Iteration 67Q: 3 clusters Score -2.383669e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 188433 members 
Entering Unmasked Estep 
Score: -23836696.000000 Penalty: 6032.468750
	Iteration 68Q: 3 clusters Score -2.38367e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 188443 members 
Entering Unmasked Estep 
Score: -23836690.000000 Penalty: 6032.468750
	Iteration 69Q: 3 clusters Score -2.383669e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 188449 members 
Entering Unmasked Estep 
Score: -23836688.000000 Penalty: 6032.468750
	Iteration 70Q: 3 clusters Score -2.383669e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 188462 members 
Entering Unmasked Estep 
Score: -23836714.000000 Penalty: 6032.468750
	Iteration 71Q: 3 clusters Score -2.383671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 188464 members 
Entering Unmasked Estep 
Score: -23836726.000000 Penalty: 6032.468750
	Iteration 72Q: 3 clusters Score -2.383673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 188468 members 
Entering Unmasked Estep 
Score: -23836738.000000 Penalty: 6032.468750
	Iteration 73Q: 3 clusters Score -2.383674e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 188472 members 
Entering Unmasked Estep 
Score: -23836740.000000 Penalty: 6032.468750
	Iteration 74Q: 3 clusters Score -2.383674e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 188486 members 
Entering Unmasked Estep 
Score: -23836724.000000 Penalty: 6032.468750
	Iteration 75Q: 3 clusters Score -2.383672e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 188499 members 
Entering Unmasked Estep 
Score: -23836728.000000 Penalty: 6032.468750
	Iteration 76Q: 3 clusters Score -2.383673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 188510 members 
Entering Unmasked Estep 
Score: -23836726.000000 Penalty: 6032.468750
	Iteration 77Q: 3 clusters Score -2.383673e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 188510 members 
Entering Unmasked Estep 
Score: -23836724.000000 Penalty: 6032.468750
	Iteration 78Q: 3 clusters Score -2.383672e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 188511 members 
Entering Unmasked Estep 
Score: -23836738.000000 Penalty: 6032.468750
	Iteration 79Q: 3 clusters Score -2.383674e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 188512 members 
Entering Unmasked Estep 
Score: -23836718.000000 Penalty: 6032.468750
	Iteration 80F: 3 clusters Score -2.383672e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 188511 members 
Entering Unmasked Estep 
Score: -23836736.000000 Penalty: 6032.468750
	Iteration 81Q: 3 clusters Score -2.383674e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 188518 members 
Entering Unmasked Estep 
Score: -23836738.000000 Penalty: 6032.468750
	Iteration 82Q: 3 clusters Score -2.383674e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 188535 members 
Entering Unmasked Estep 
Score: -23836742.000000 Penalty: 6032.468750
	Iteration 83Q: 3 clusters Score -2.383674e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 188540 members 
Entering Unmasked Estep 
Score: -23836766.000000 Penalty: 6032.468750
	Iteration 84Q: 3 clusters Score -2.383677e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 188557 members 
Entering Unmasked Estep 
Score: -23836786.000000 Penalty: 6032.468750
	Iteration 85Q: 3 clusters Score -2.383679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 188562 members 
Entering Unmasked Estep 
Score: -23836776.000000 Penalty: 6032.468750
	Iteration 86Q: 3 clusters Score -2.383678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 188564 members 
Entering Unmasked Estep 
Score: -23836762.000000 Penalty: 6032.468750
	Iteration 87Q: 3 clusters Score -2.383676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 188564 members 
Entering Unmasked Estep 
Score: -23836784.000000 Penalty: 6032.468750
	Iteration 88Q: 3 clusters Score -2.383678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 188569 members 
Entering Unmasked Estep 
Score: -23836776.000000 Penalty: 6032.468750
	Iteration 89Q: 3 clusters Score -2.383678e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 188574 members 
Entering Unmasked Estep 
Score: -23836764.000000 Penalty: 6032.468750
	Iteration 90Q: 3 clusters Score -2.383676e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 188576 members 
Entering Unmasked Estep 
Score: -23836774.000000 Penalty: 6032.468750
	Iteration 91Q: 3 clusters Score -2.383677e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 188579 members 
Entering Unmasked Estep 
Score: -23836782.000000 Penalty: 6032.468750
	Iteration 92Q: 3 clusters Score -2.383678e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 188578 members 
Entering Unmasked Estep 
Score: -23836766.000000 Penalty: 6032.468750
	Iteration 93Q: 3 clusters Score -2.383677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 188584 members 
Entering Unmasked Estep 
Score: -23836788.000000 Penalty: 6032.468750
	Iteration 94Q: 3 clusters Score -2.383679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 188587 members 
Entering Unmasked Estep 
Score: -23836792.000000 Penalty: 6032.468750
	Iteration 95Q: 3 clusters Score -2.383679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 188586 members 
Entering Unmasked Estep 
Score: -23836798.000000 Penalty: 6032.468750
	Iteration 96Q: 3 clusters Score -2.38368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 188583 members 
Entering Unmasked Estep 
Score: -23836792.000000 Penalty: 6032.468750
	Iteration 97Q: 3 clusters Score -2.383679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 188586 members 
Entering Unmasked Estep 
Score: -23836806.000000 Penalty: 6032.468750
	Iteration 98Q: 3 clusters Score -2.383681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 188590 members 
Entering Unmasked Estep 
Score: -23836806.000000 Penalty: 6032.468750
	Iteration 99Q: 3 clusters Score -2.383681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 188596 members 
Entering Unmasked Estep 
Score: -23836812.000000 Penalty: 6032.468750
	Iteration 100F: 3 clusters Score -2.383681e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 188601 members 
Entering Unmasked Estep 
Score: -23836824.000000 Penalty: 6032.468750
	Iteration 101Q: 3 clusters Score -2.383682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 188604 members 
Entering Unmasked Estep 
Score: -23836820.000000 Penalty: 6032.468750
	Iteration 102Q: 3 clusters Score -2.383682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 188607 members 
Entering Unmasked Estep 
Score: -23836814.000000 Penalty: 6032.468750
	Iteration 103Q: 3 clusters Score -2.383681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 188609 members 
Entering Unmasked Estep 
Score: -23836818.000000 Penalty: 6032.468750
	Iteration 104Q: 3 clusters Score -2.383682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 188609 members 
Entering Unmasked Estep 
Score: -23836826.000000 Penalty: 6032.468750
	Iteration 105Q: 3 clusters Score -2.383683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 188609 members 
Entering Unmasked Estep 
Score: -23836814.000000 Penalty: 6032.468750
	Iteration 106Q: 3 clusters Score -2.383681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 188611 members 
Entering Unmasked Estep 
Score: -23836818.000000 Penalty: 6032.468750
	Iteration 107Q: 3 clusters Score -2.383682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 188613 members 
Entering Unmasked Estep 
Score: -23836818.000000 Penalty: 6032.468750
	Iteration 108Q: 3 clusters Score -2.383682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 188614 members 
Entering Unmasked Estep 
Score: -23836804.000000 Penalty: 6032.468750
	Iteration 109Q: 3 clusters Score -2.38368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 188615 members 
Entering Unmasked Estep 
Score: -23836806.000000 Penalty: 6032.468750
	Iteration 110Q: 3 clusters Score -2.383681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 188615 members 
Entering Unmasked Estep 
Score: -23836806.000000 Penalty: 6032.468750
	Iteration 111F: 3 clusters Score -2.383681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Entering Unmasked Estep 
Score: -1553029.375000 Penalty: 2347.430908
	Iteration 0F: 2 clusters Score -1553029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1543452.875000 Penalty: 4694.861816
	Iteration 0F: 3 clusters Score -1543453 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1546572.625000 Penalty: 4694.861816
	Iteration 1F: 3 clusters Score -1546573 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1547085.125000 Penalty: 4694.861816
	Iteration 2F: 3 clusters Score -1547085 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1547591.875000 Penalty: 4694.861816
	Iteration 3F: 3 clusters Score -1547592 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1548086.250000 Penalty: 4694.861816
	Iteration 4F: 3 clusters Score -1548086 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1548490.625000 Penalty: 4694.861816
	Iteration 5F: 3 clusters Score -1548491 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1548856.125000 Penalty: 4694.861816
	Iteration 6Q: 3 clusters Score -1548856 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1549186.875000 Penalty: 4694.861816
	Iteration 7Q: 3 clusters Score -1549187 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1549474.750000 Penalty: 4694.861816
	Iteration 8Q: 3 clusters Score -1549475 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1549727.500000 Penalty: 4694.861816
	Iteration 9Q: 3 clusters Score -1549728 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1549922.750000 Penalty: 4694.861816
	Iteration 10Q: 3 clusters Score -1549923 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1550061.750000 Penalty: 4694.861816
	Iteration 11Q: 3 clusters Score -1550062 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1550177.500000 Penalty: 4694.861816
	Iteration 12Q: 3 clusters Score -1550178 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1550294.375000 Penalty: 4694.861816
	Iteration 13Q: 3 clusters Score -1550294 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1550405.500000 Penalty: 4694.861816
	Iteration 14Q: 3 clusters Score -1550406 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1550497.125000 Penalty: 4694.861816
	Iteration 15Q: 3 clusters Score -1550497 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1550578.625000 Penalty: 4694.861816
	Iteration 16Q: 3 clusters Score -1550579 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1550647.625000 Penalty: 4694.861816
	Iteration 17Q: 3 clusters Score -1550648 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1550709.875000 Penalty: 4694.861816
	Iteration 18Q: 3 clusters Score -1550710 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1550764.750000 Penalty: 4694.861816
	Iteration 19Q: 3 clusters Score -1550765 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1550810.625000 Penalty: 4694.861816
	Iteration 20F: 3 clusters Score -1550811 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1550862.000000 Penalty: 4694.861816
	Iteration 21Q: 3 clusters Score -1550862 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1550893.500000 Penalty: 4694.861816
	Iteration 22Q: 3 clusters Score -1550894 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1550928.875000 Penalty: 4694.861816
	Iteration 23Q: 3 clusters Score -1550929 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1550957.000000 Penalty: 4694.861816
	Iteration 24Q: 3 clusters Score -1550957 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1550978.250000 Penalty: 4694.861816
	Iteration 25Q: 3 clusters Score -1550978 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1551006.375000 Penalty: 4694.861816
	Iteration 26Q: 3 clusters Score -1551006 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1551020.125000 Penalty: 4694.861816
	Iteration 27Q: 3 clusters Score -1551020 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1551044.000000 Penalty: 4694.861816
	Iteration 28Q: 3 clusters Score -1551044 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1551059.000000 Penalty: 4694.861816
	Iteration 29Q: 3 clusters Score -1551059 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1551077.750000 Penalty: 4694.861816
	Iteration 30Q: 3 clusters Score -1551078 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1551093.250000 Penalty: 4694.861816
	Iteration 31Q: 3 clusters Score -1551093 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1551116.125000 Penalty: 4694.861816
	Iteration 32Q: 3 clusters Score -1551116 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1551142.625000 Penalty: 4694.861816
	Iteration 33Q: 3 clusters Score -1551143 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1551154.750000 Penalty: 4694.861816
	Iteration 34Q: 3 clusters Score -1551155 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1551181.125000 Penalty: 4694.861816
	Iteration 35Q: 3 clusters Score -1551181 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1551196.750000 Penalty: 4694.861816
	Iteration 36Q: 3 clusters Score -1551197 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1551224.750000 Penalty: 4694.861816
	Iteration 37Q: 3 clusters Score -1551225 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1551252.500000 Penalty: 4694.861816
	Iteration 38Q: 3 clusters Score -1551252 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1551275.875000 Penalty: 4694.861816
	Iteration 39Q: 3 clusters Score -1551276 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1551289.875000 Penalty: 4694.861816
	Iteration 40F: 3 clusters Score -1551290 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1551299.375000 Penalty: 4694.861816
	Iteration 41Q: 3 clusters Score -1551299 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1551311.750000 Penalty: 4694.861816
	Iteration 42Q: 3 clusters Score -1551312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1551319.500000 Penalty: 4694.861816
	Iteration 43Q: 3 clusters Score -1551320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1551330.125000 Penalty: 4694.861816
	Iteration 44Q: 3 clusters Score -1551330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1551338.250000 Penalty: 4694.861816
	Iteration 45Q: 3 clusters Score -1551338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1551341.750000 Penalty: 4694.861816
	Iteration 46Q: 3 clusters Score -1551342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1551342.125000 Penalty: 4694.861816
	Iteration 47Q: 3 clusters Score -1551342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1551353.250000 Penalty: 4694.861816
	Iteration 48Q: 3 clusters Score -1551353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1551350.875000 Penalty: 4694.861816
	Iteration 49Q: 3 clusters Score -1551351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1551356.000000 Penalty: 4694.861816
	Iteration 50Q: 3 clusters Score -1551356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1551363.500000 Penalty: 4694.861816
	Iteration 51Q: 3 clusters Score -1551364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1551367.000000 Penalty: 4694.861816
	Iteration 52Q: 3 clusters Score -1551367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1551369.250000 Penalty: 4694.861816
	Iteration 53Q: 3 clusters Score -1551369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1551373.625000 Penalty: 4694.861816
	Iteration 54Q: 3 clusters Score -1551374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1551377.500000 Penalty: 4694.861816
	Iteration 55Q: 3 clusters Score -1551378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1551379.375000 Penalty: 4694.861816
	Iteration 56Q: 3 clusters Score -1551379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1551378.500000 Penalty: 4694.861816
	Iteration 57Q: 3 clusters Score -1551378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1551380.750000 Penalty: 4694.861816
	Iteration 58Q: 3 clusters Score -1551381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1551384.125000 Penalty: 4694.861816
	Iteration 59Q: 3 clusters Score -1551384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1551383.375000 Penalty: 4694.861816
	Iteration 60F: 3 clusters Score -1551383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1551385.375000 Penalty: 4694.861816
	Iteration 61Q: 3 clusters Score -1551385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1551385.375000 Penalty: 4694.861816
	Iteration 62Q: 3 clusters Score -1551385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1551388.500000 Penalty: 4694.861816
	Iteration 63Q: 3 clusters Score -1551388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1551388.500000 Penalty: 4694.861816
	Iteration 64Q: 3 clusters Score -1551388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1551393.375000 Penalty: 4694.861816
	Iteration 65Q: 3 clusters Score -1551393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1551393.250000 Penalty: 4694.861816
	Iteration 66Q: 3 clusters Score -1551393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1551394.750000 Penalty: 4694.861816
	Iteration 67Q: 3 clusters Score -1551395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1551395.500000 Penalty: 4694.861816
	Iteration 68Q: 3 clusters Score -1551396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1551393.250000 Penalty: 4694.861816
	Iteration 69Q: 3 clusters Score -1551393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1551395.000000 Penalty: 4694.861816
	Iteration 70Q: 3 clusters Score -1551395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1551392.500000 Penalty: 4694.861816
	Iteration 71Q: 3 clusters Score -1551392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1551392.500000 Penalty: 4694.861816
	Iteration 72F: 3 clusters Score -1551392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Entering Unmasked Estep 
Score: -1612111.875000 Penalty: 2348.332520
	Iteration 0F: 2 clusters Score -1612112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1602580.375000 Penalty: 4696.665039
	Iteration 0F: 3 clusters Score -1602580 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1605600.625000 Penalty: 4696.665039
	Iteration 1F: 3 clusters Score -1605601 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1606012.125000 Penalty: 4696.665039
	Iteration 2F: 3 clusters Score -1606012 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1606375.875000 Penalty: 4696.665039
	Iteration 3F: 3 clusters Score -1606376 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1606760.250000 Penalty: 4696.665039
	Iteration 4F: 3 clusters Score -1606760 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1607174.125000 Penalty: 4696.665039
	Iteration 5F: 3 clusters Score -1607174 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1607657.250000 Penalty: 4696.665039
	Iteration 6F: 3 clusters Score -1607657 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1608181.375000 Penalty: 4696.665039
	Iteration 7F: 3 clusters Score -1608181 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1608616.125000 Penalty: 4696.665039
	Iteration 8Q: 3 clusters Score -1608616 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1608972.750000 Penalty: 4696.665039
	Iteration 9Q: 3 clusters Score -1608973 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1609271.625000 Penalty: 4696.665039
	Iteration 10Q: 3 clusters Score -1609272 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1609502.750000 Penalty: 4696.665039
	Iteration 11Q: 3 clusters Score -1609503 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1609672.125000 Penalty: 4696.665039
	Iteration 12Q: 3 clusters Score -1609672 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1609781.375000 Penalty: 4696.665039
	Iteration 13Q: 3 clusters Score -1609781 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1609846.875000 Penalty: 4696.665039
	Iteration 14Q: 3 clusters Score -1609847 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1609916.750000 Penalty: 4696.665039
	Iteration 15Q: 3 clusters Score -1609917 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1609984.000000 Penalty: 4696.665039
	Iteration 16Q: 3 clusters Score -1609984 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1610032.125000 Penalty: 4696.665039
	Iteration 17Q: 3 clusters Score -1610032 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1610071.625000 Penalty: 4696.665039
	Iteration 18Q: 3 clusters Score -1610072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1610096.000000 Penalty: 4696.665039
	Iteration 19Q: 3 clusters Score -1610096 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1610118.125000 Penalty: 4696.665039
	Iteration 20F: 3 clusters Score -1610118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1610130.625000 Penalty: 4696.665039
	Iteration 21Q: 3 clusters Score -1610131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1610141.125000 Penalty: 4696.665039
	Iteration 22Q: 3 clusters Score -1610141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1610146.375000 Penalty: 4696.665039
	Iteration 23Q: 3 clusters Score -1610146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1610147.000000 Penalty: 4696.665039
	Iteration 24Q: 3 clusters Score -1610147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1610154.500000 Penalty: 4696.665039
	Iteration 25Q: 3 clusters Score -1610154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1610157.500000 Penalty: 4696.665039
	Iteration 26Q: 3 clusters Score -1610158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1610161.750000 Penalty: 4696.665039
	Iteration 27Q: 3 clusters Score -1610162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1610163.125000 Penalty: 4696.665039
	Iteration 28Q: 3 clusters Score -1610163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1610161.750000 Penalty: 4696.665039
	Iteration 29Q: 3 clusters Score -1610162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1610165.125000 Penalty: 4696.665039
	Iteration 30Q: 3 clusters Score -1610165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1610167.375000 Penalty: 4696.665039
	Iteration 31Q: 3 clusters Score -1610167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1610163.750000 Penalty: 4696.665039
	Iteration 32Q: 3 clusters Score -1610164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1610163.875000 Penalty: 4696.665039
	Iteration 33Q: 3 clusters Score -1610164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1610169.250000 Penalty: 4696.665039
	Iteration 34Q: 3 clusters Score -1610169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1610170.625000 Penalty: 4696.665039
	Iteration 35Q: 3 clusters Score -1610171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1610172.500000 Penalty: 4696.665039
	Iteration 36Q: 3 clusters Score -1610172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1610172.125000 Penalty: 4696.665039
	Iteration 37Q: 3 clusters Score -1610172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1610174.250000 Penalty: 4696.665039
	Iteration 38Q: 3 clusters Score -1610174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1610178.875000 Penalty: 4696.665039
	Iteration 39Q: 3 clusters Score -1610179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1610181.000000 Penalty: 4696.665039
	Iteration 40F: 3 clusters Score -1610181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1610179.125000 Penalty: 4696.665039
	Iteration 41Q: 3 clusters Score -1610179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1610180.250000 Penalty: 4696.665039
	Iteration 42Q: 3 clusters Score -1610180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1610182.625000 Penalty: 4696.665039
	Iteration 43Q: 3 clusters Score -1610183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1610182.625000 Penalty: 4696.665039
	Iteration 44F: 3 clusters Score -1610183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (277110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277110 members 
Entering Unmasked Estep 
Score: -34399384.000000 Penalty: 3107.978027
	Iteration 0F: 2 clusters Score -3.439938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138802 members 
Mstep: Class 2 contains 138308 members 
Entering Unmasked Estep 
Score: -34223916.000000 Penalty: 6215.956055
	Iteration 0F: 3 clusters Score -3.422392e+07 nChanged 134303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142643 members 
Mstep: Class 2 contains 134467 members 
Entering Unmasked Estep 
Score: -34303788.000000 Penalty: 6215.956055
	Iteration 1F: 3 clusters Score -3.430379e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145737 members 
Mstep: Class 2 contains 131373 members 
Entering Unmasked Estep 
Score: -34305600.000000 Penalty: 6215.956055
	Iteration 2Q: 3 clusters Score -3.43056e+07 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150809 members 
Mstep: Class 2 contains 126301 members 
Entering Unmasked Estep 
Score: -34308296.000000 Penalty: 6215.956055
	Iteration 3Q: 3 clusters Score -3.43083e+07 nChanged 12614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158851 members 
Mstep: Class 2 contains 118259 members 
Entering Unmasked Estep 
Score: -34313872.000000 Penalty: 6215.956055
	Iteration 4Q: 3 clusters Score -3.431387e+07 nChanged 17386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171041 members 
Mstep: Class 2 contains 106069 members 
Entering Unmasked Estep 
Score: -34323628.000000 Penalty: 6215.956055
	Iteration 5F: 3 clusters Score -3.432363e+07 nChanged 21802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188231 members 
Mstep: Class 2 contains 88879 members 
Entering Unmasked Estep 
Score: -34338956.000000 Penalty: 6215.956055
	Iteration 6F: 3 clusters Score -3.433896e+07 nChanged 23386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207641 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -34359268.000000 Penalty: 6215.956055
	Iteration 7F: 3 clusters Score -3.435927e+07 nChanged 20195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224502 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -34377968.000000 Penalty: 6215.956055
	Iteration 8F: 3 clusters Score -3.437797e+07 nChanged 13720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235420 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -34389880.000000 Penalty: 6215.956055
	Iteration 9Q: 3 clusters Score -3.438988e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241944 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -34394184.000000 Penalty: 6215.956055
	Iteration 10Q: 3 clusters Score -3.439418e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246941 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -34395860.000000 Penalty: 6215.956055
	Iteration 11Q: 3 clusters Score -3.439586e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251431 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -34396912.000000 Penalty: 6215.956055
	Iteration 12Q: 3 clusters Score -3.439691e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255424 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -34397468.000000 Penalty: 6215.956055
	Iteration 13Q: 3 clusters Score -3.439747e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259119 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -34398040.000000 Penalty: 6215.956055
	Iteration 14Q: 3 clusters Score -3.439804e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262386 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -34398272.000000 Penalty: 6215.956055
	Iteration 15Q: 3 clusters Score -3.439827e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265205 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -34398524.000000 Penalty: 6215.956055
	Iteration 16Q: 3 clusters Score -3.439852e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267579 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -34398532.000000 Penalty: 6215.956055
	Iteration 17Q: 3 clusters Score -3.439853e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269550 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -34398384.000000 Penalty: 6215.956055
	Iteration 18Q: 3 clusters Score -3.439838e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271096 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -34398252.000000 Penalty: 6215.956055
	Iteration 19Q: 3 clusters Score -3.439825e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272309 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -34398240.000000 Penalty: 6215.956055
	Iteration 20F: 3 clusters Score -3.439824e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273278 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -34398124.000000 Penalty: 6215.956055
	Iteration 21Q: 3 clusters Score -3.439812e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274009 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -34397964.000000 Penalty: 6215.956055
	Iteration 22Q: 3 clusters Score -3.439796e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274549 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -34397884.000000 Penalty: 6215.956055
	Iteration 23Q: 3 clusters Score -3.439788e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274949 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -34397788.000000 Penalty: 6215.956055
	Iteration 24Q: 3 clusters Score -3.439779e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275247 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -34397732.000000 Penalty: 6215.956055
	Iteration 25Q: 3 clusters Score -3.439773e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275479 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -34397700.000000 Penalty: 6215.956055
	Iteration 26Q: 3 clusters Score -3.43977e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275652 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -34397608.000000 Penalty: 6215.956055
	Iteration 27Q: 3 clusters Score -3.439761e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275777 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -34397568.000000 Penalty: 6215.956055
	Iteration 28Q: 3 clusters Score -3.439757e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275877 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -34397476.000000 Penalty: 6215.956055
	Iteration 29Q: 3 clusters Score -3.439748e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275945 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -34397500.000000 Penalty: 6215.956055
	Iteration 30Q: 3 clusters Score -3.43975e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275999 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -34397504.000000 Penalty: 6215.956055
	Iteration 31Q: 3 clusters Score -3.43975e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276045 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -34397496.000000 Penalty: 6215.956055
	Iteration 32Q: 3 clusters Score -3.43975e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276093 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -34397456.000000 Penalty: 6215.956055
	Iteration 33Q: 3 clusters Score -3.439746e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276133 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -34397436.000000 Penalty: 6215.956055
	Iteration 34Q: 3 clusters Score -3.439744e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276163 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -34397416.000000 Penalty: 6215.956055
	Iteration 35Q: 3 clusters Score -3.439742e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276188 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -34397376.000000 Penalty: 6215.956055
	Iteration 36Q: 3 clusters Score -3.439738e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276211 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -34397372.000000 Penalty: 6215.956055
	Iteration 37Q: 3 clusters Score -3.439737e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276237 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -34397384.000000 Penalty: 6215.956055
	Iteration 38Q: 3 clusters Score -3.439738e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276256 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -34397372.000000 Penalty: 6215.956055
	Iteration 39Q: 3 clusters Score -3.439737e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276271 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -34397380.000000 Penalty: 6215.956055
	Iteration 40F: 3 clusters Score -3.439738e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276281 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -34397376.000000 Penalty: 6215.956055
	Iteration 41Q: 3 clusters Score -3.439738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276287 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -34397372.000000 Penalty: 6215.956055
	Iteration 42Q: 3 clusters Score -3.439737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276292 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -34397376.000000 Penalty: 6215.956055
	Iteration 43Q: 3 clusters Score -3.439738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276300 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -34397372.000000 Penalty: 6215.956055
	Iteration 44Q: 3 clusters Score -3.439737e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276309 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -34397360.000000 Penalty: 6215.956055
	Iteration 45Q: 3 clusters Score -3.439736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276313 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -34397336.000000 Penalty: 6215.956055
	Iteration 46Q: 3 clusters Score -3.439734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276312 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -34397348.000000 Penalty: 6215.956055
	Iteration 47Q: 3 clusters Score -3.439735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276312 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -34397348.000000 Penalty: 6215.956055
	Iteration 48F: 3 clusters Score -3.439735e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Entering Unmasked Estep 
Score: -311358.437500 Penalty: 1964.090454
	Iteration 0F: 2 clusters Score -311358.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -308295.312500 Penalty: 3928.180908
	Iteration 0F: 3 clusters Score -308295.3 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -308946.218750 Penalty: 3928.180908
	Iteration 1F: 3 clusters Score -308946.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -309122.218750 Penalty: 3928.180908
	Iteration 2F: 3 clusters Score -309122.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -309258.625000 Penalty: 3928.180908
	Iteration 3F: 3 clusters Score -309258.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -309343.593750 Penalty: 3928.180908
	Iteration 4Q: 3 clusters Score -309343.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -309421.656250 Penalty: 3928.180908
	Iteration 5Q: 3 clusters Score -309421.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -309493.531250 Penalty: 3928.180908
	Iteration 6Q: 3 clusters Score -309493.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -309559.656250 Penalty: 3928.180908
	Iteration 7Q: 3 clusters Score -309559.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -309623.656250 Penalty: 3928.180908
	Iteration 8Q: 3 clusters Score -309623.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -309670.093750 Penalty: 3928.180908
	Iteration 9Q: 3 clusters Score -309670.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -309707.718750 Penalty: 3928.180908
	Iteration 10Q: 3 clusters Score -309707.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -309745.031250 Penalty: 3928.180908
	Iteration 11Q: 3 clusters Score -309745 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -309768.593750 Penalty: 3928.180908
	Iteration 12Q: 3 clusters Score -309768.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -309783.437500 Penalty: 3928.180908
	Iteration 13Q: 3 clusters Score -309783.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -309791.718750 Penalty: 3928.180908
	Iteration 14Q: 3 clusters Score -309791.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -309800.937500 Penalty: 3928.180908
	Iteration 15Q: 3 clusters Score -309800.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -309809.375000 Penalty: 3928.180908
	Iteration 16Q: 3 clusters Score -309809.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -309816.156250 Penalty: 3928.180908
	Iteration 17Q: 3 clusters Score -309816.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -309822.093750 Penalty: 3928.180908
	Iteration 18Q: 3 clusters Score -309822.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -309823.906250 Penalty: 3928.180908
	Iteration 19Q: 3 clusters Score -309823.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -309827.468750 Penalty: 3928.180908
	Iteration 20F: 3 clusters Score -309827.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -309830.000000 Penalty: 3928.180908
	Iteration 21Q: 3 clusters Score -309830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -309836.562500 Penalty: 3928.180908
	Iteration 22Q: 3 clusters Score -309836.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -309850.156250 Penalty: 3928.180908
	Iteration 23Q: 3 clusters Score -309850.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -309855.218750 Penalty: 3928.180908
	Iteration 24Q: 3 clusters Score -309855.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -309857.968750 Penalty: 3928.180908
	Iteration 25Q: 3 clusters Score -309858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -309860.812500 Penalty: 3928.180908
	Iteration 26Q: 3 clusters Score -309860.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -309862.562500 Penalty: 3928.180908
	Iteration 27Q: 3 clusters Score -309862.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -309862.812500 Penalty: 3928.180908
	Iteration 28Q: 3 clusters Score -309862.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -309862.812500 Penalty: 3928.180908
	Iteration 29F: 3 clusters Score -309862.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Entering Unmasked Estep 
Score: -437135.250000 Penalty: 2043.419189
	Iteration 0F: 2 clusters Score -437135.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -433423.281250 Penalty: 4086.838379
	Iteration 0F: 3 clusters Score -433423.3 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -434515.812500 Penalty: 4086.838379
	Iteration 1F: 3 clusters Score -434515.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -435219.562500 Penalty: 4086.838379
	Iteration 2F: 3 clusters Score -435219.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -436170.375000 Penalty: 4086.838379
	Iteration 3F: 3 clusters Score -436170.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -436897.718750 Penalty: 4086.838379
	Iteration 4F: 3 clusters Score -436897.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -437295.500000 Penalty: 4086.838379
	Iteration 5F: 3 clusters Score -437295.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -437461.656250 Penalty: 4086.838379
	Iteration 6Q: 3 clusters Score -437461.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -437531.781250 Penalty: 4086.838379
	Iteration 7Q: 3 clusters Score -437531.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -437573.156250 Penalty: 4086.838379
	Iteration 8Q: 3 clusters Score -437573.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -437600.156250 Penalty: 4086.838379
	Iteration 9Q: 3 clusters Score -437600.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -437611.468750 Penalty: 4086.838379
	Iteration 10Q: 3 clusters Score -437611.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -437624.593750 Penalty: 4086.838379
	Iteration 11Q: 3 clusters Score -437624.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -437630.312500 Penalty: 4086.838379
	Iteration 12Q: 3 clusters Score -437630.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -437634.000000 Penalty: 4086.838379
	Iteration 13Q: 3 clusters Score -437634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -437634.406250 Penalty: 4086.838379
	Iteration 14Q: 3 clusters Score -437634.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -437636.718750 Penalty: 4086.838379
	Iteration 15Q: 3 clusters Score -437636.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -437638.781250 Penalty: 4086.838379
	Iteration 16Q: 3 clusters Score -437638.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -437639.062500 Penalty: 4086.838379
	Iteration 17Q: 3 clusters Score -437639.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -437639.062500 Penalty: 4086.838379
	Iteration 18F: 3 clusters Score -437639.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64245 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 13420 members 
Mstep: Class 5 contains 34701 members 
Mstep: Class 6 contains 209939 members 
Mstep: Class 7 contains 18668 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44555 members 
Mstep: Class 10 contains 10192 members 
Mstep: Class 11 contains 18219 members 
Mstep: Class 12 contains 81897 members 
Mstep: Class 13 contains 9689 members 
Mstep: Class 14 contains 70583 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 136735 members 
Mstep: Class 17 contains 191422 members 
Mstep: Class 18 contains 12906 members 
Mstep: Class 19 contains 12953 members 
Mstep: Class 20 contains 277110 members 
Mstep: Class 21 contains 2751 members 
Mstep: Class 22 contains 3380 members 
Mstep: Class 23 contains 1834 members 
Mstep: Class 24 contains 1692 members 
Mstep: Class 25 contains 9887 members 
Mstep: Class 26 contains 19345 members 
Mstep: Class 27 contains 3951 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
Score: -154542464.000000 Penalty: 97617.203125
Splitting cluster 22 changes total score from -154544208.000000 to -154542464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (1834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Entering Unmasked Estep 
Score: -186976.828125 Penalty: 1863.535156
	Iteration 0F: 2 clusters Score -186976.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -184622.312500 Penalty: 3727.070312
	Iteration 0F: 3 clusters Score -184622.3 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -185172.671875 Penalty: 3727.070312
	Iteration 1F: 3 clusters Score -185172.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -185297.015625 Penalty: 3727.070312
	Iteration 2F: 3 clusters Score -185297 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -185362.671875 Penalty: 3727.070312
	Iteration 3Q: 3 clusters Score -185362.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -185423.140625 Penalty: 3727.070312
	Iteration 4Q: 3 clusters Score -185423.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -185453.296875 Penalty: 3727.070312
	Iteration 5Q: 3 clusters Score -185453.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -185469.906250 Penalty: 3727.070312
	Iteration 6Q: 3 clusters Score -185469.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -185478.375000 Penalty: 3727.070312
	Iteration 7Q: 3 clusters Score -185478.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -185486.296875 Penalty: 3727.070312
	Iteration 8Q: 3 clusters Score -185486.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -185494.890625 Penalty: 3727.070312
	Iteration 9Q: 3 clusters Score -185494.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -185499.390625 Penalty: 3727.070312
	Iteration 10Q: 3 clusters Score -185499.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -185501.125000 Penalty: 3727.070312
	Iteration 11Q: 3 clusters Score -185501.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -185501.656250 Penalty: 3727.070312
	Iteration 12Q: 3 clusters Score -185501.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -185501.656250 Penalty: 3727.070312
	Iteration 13F: 3 clusters Score -185501.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -202824.093750 Penalty: 1843.549316
	Iteration 0F: 2 clusters Score -202824.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -200402.734375 Penalty: 3687.098633
	Iteration 0F: 3 clusters Score -200402.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -200816.390625 Penalty: 3687.098633
	Iteration 1F: 3 clusters Score -200816.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -200951.375000 Penalty: 3687.098633
	Iteration 2F: 3 clusters Score -200951.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -201024.781250 Penalty: 3687.098633
	Iteration 3Q: 3 clusters Score -201024.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -201065.625000 Penalty: 3687.098633
	Iteration 4Q: 3 clusters Score -201065.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -201084.312500 Penalty: 3687.098633
	Iteration 5Q: 3 clusters Score -201084.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -201101.234375 Penalty: 3687.098633
	Iteration 6Q: 3 clusters Score -201101.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -201118.046875 Penalty: 3687.098633
	Iteration 7Q: 3 clusters Score -201118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -201137.250000 Penalty: 3687.098633
	Iteration 8Q: 3 clusters Score -201137.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -201149.296875 Penalty: 3687.098633
	Iteration 9Q: 3 clusters Score -201149.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -201160.015625 Penalty: 3687.098633
	Iteration 10Q: 3 clusters Score -201160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -201169.406250 Penalty: 3687.098633
	Iteration 11Q: 3 clusters Score -201169.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -201182.437500 Penalty: 3687.098633
	Iteration 12Q: 3 clusters Score -201182.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -201192.187500 Penalty: 3687.098633
	Iteration 13Q: 3 clusters Score -201192.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -201202.031250 Penalty: 3687.098633
	Iteration 14Q: 3 clusters Score -201202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -201211.453125 Penalty: 3687.098633
	Iteration 15Q: 3 clusters Score -201211.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -201218.859375 Penalty: 3687.098633
	Iteration 16Q: 3 clusters Score -201218.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -201221.781250 Penalty: 3687.098633
	Iteration 17Q: 3 clusters Score -201221.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -201227.890625 Penalty: 3687.098633
	Iteration 18Q: 3 clusters Score -201227.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -201234.859375 Penalty: 3687.098633
	Iteration 19Q: 3 clusters Score -201234.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -201248.296875 Penalty: 3687.098633
	Iteration 20F: 3 clusters Score -201248.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -201265.796875 Penalty: 3687.098633
	Iteration 21Q: 3 clusters Score -201265.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -201288.046875 Penalty: 3687.098633
	Iteration 22Q: 3 clusters Score -201288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -201303.203125 Penalty: 3687.098633
	Iteration 23Q: 3 clusters Score -201303.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -201310.328125 Penalty: 3687.098633
	Iteration 24Q: 3 clusters Score -201310.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -201314.875000 Penalty: 3687.098633
	Iteration 25Q: 3 clusters Score -201314.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -201317.531250 Penalty: 3687.098633
	Iteration 26Q: 3 clusters Score -201317.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -201319.671875 Penalty: 3687.098633
	Iteration 27Q: 3 clusters Score -201319.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -201321.218750 Penalty: 3687.098633
	Iteration 28Q: 3 clusters Score -201321.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -201322.937500 Penalty: 3687.098633
	Iteration 29Q: 3 clusters Score -201322.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -201325.437500 Penalty: 3687.098633
	Iteration 30Q: 3 clusters Score -201325.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -201326.406250 Penalty: 3687.098633
	Iteration 31Q: 3 clusters Score -201326.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -201327.234375 Penalty: 3687.098633
	Iteration 32Q: 3 clusters Score -201327.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -201330.000000 Penalty: 3687.098633
	Iteration 33Q: 3 clusters Score -201330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -201331.984375 Penalty: 3687.098633
	Iteration 34Q: 3 clusters Score -201332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -201333.953125 Penalty: 3687.098633
	Iteration 35Q: 3 clusters Score -201334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -201335.718750 Penalty: 3687.098633
	Iteration 36Q: 3 clusters Score -201335.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -201335.984375 Penalty: 3687.098633
	Iteration 37Q: 3 clusters Score -201336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -201335.984375 Penalty: 3687.098633
	Iteration 38F: 3 clusters Score -201336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Entering Unmasked Estep 
Score: -1222198.375000 Penalty: 2281.346191
	Iteration 0F: 2 clusters Score -1222198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1214634.875000 Penalty: 4562.692383
	Iteration 0F: 3 clusters Score -1214635 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1216914.375000 Penalty: 4562.692383
	Iteration 1F: 3 clusters Score -1216914 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1217236.875000 Penalty: 4562.692383
	Iteration 2F: 3 clusters Score -1217237 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1217483.250000 Penalty: 4562.692383
	Iteration 3F: 3 clusters Score -1217483 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1217671.000000 Penalty: 4562.692383
	Iteration 4Q: 3 clusters Score -1217671 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1217855.750000 Penalty: 4562.692383
	Iteration 5Q: 3 clusters Score -1217856 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1218029.250000 Penalty: 4562.692383
	Iteration 6Q: 3 clusters Score -1218029 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1218197.000000 Penalty: 4562.692383
	Iteration 7Q: 3 clusters Score -1218197 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1218379.375000 Penalty: 4562.692383
	Iteration 8Q: 3 clusters Score -1218379 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1218608.750000 Penalty: 4562.692383
	Iteration 9Q: 3 clusters Score -1218609 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1218847.500000 Penalty: 4562.692383
	Iteration 10Q: 3 clusters Score -1218848 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1219084.375000 Penalty: 4562.692383
	Iteration 11Q: 3 clusters Score -1219084 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1219300.000000 Penalty: 4562.692383
	Iteration 12Q: 3 clusters Score -1219300 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1219505.125000 Penalty: 4562.692383
	Iteration 13Q: 3 clusters Score -1219505 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1219676.375000 Penalty: 4562.692383
	Iteration 14Q: 3 clusters Score -1219676 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1219809.125000 Penalty: 4562.692383
	Iteration 15Q: 3 clusters Score -1219809 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1219913.500000 Penalty: 4562.692383
	Iteration 16Q: 3 clusters Score -1219914 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1219991.125000 Penalty: 4562.692383
	Iteration 17Q: 3 clusters Score -1219991 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1220034.625000 Penalty: 4562.692383
	Iteration 18Q: 3 clusters Score -1220035 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1220076.500000 Penalty: 4562.692383
	Iteration 19Q: 3 clusters Score -1220076 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1220103.625000 Penalty: 4562.692383
	Iteration 20F: 3 clusters Score -1220104 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1220124.250000 Penalty: 4562.692383
	Iteration 21Q: 3 clusters Score -1220124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1220147.500000 Penalty: 4562.692383
	Iteration 22Q: 3 clusters Score -1220148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1220165.375000 Penalty: 4562.692383
	Iteration 23Q: 3 clusters Score -1220165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1220174.000000 Penalty: 4562.692383
	Iteration 24Q: 3 clusters Score -1220174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1220185.875000 Penalty: 4562.692383
	Iteration 25Q: 3 clusters Score -1220186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1220194.625000 Penalty: 4562.692383
	Iteration 26Q: 3 clusters Score -1220195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1220204.750000 Penalty: 4562.692383
	Iteration 27Q: 3 clusters Score -1220205 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1220215.875000 Penalty: 4562.692383
	Iteration 28Q: 3 clusters Score -1220216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1220216.500000 Penalty: 4562.692383
	Iteration 29Q: 3 clusters Score -1220216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1220226.125000 Penalty: 4562.692383
	Iteration 30Q: 3 clusters Score -1220226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1220233.750000 Penalty: 4562.692383
	Iteration 31Q: 3 clusters Score -1220234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1220237.000000 Penalty: 4562.692383
	Iteration 32Q: 3 clusters Score -1220237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1220237.500000 Penalty: 4562.692383
	Iteration 33Q: 3 clusters Score -1220238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1220240.250000 Penalty: 4562.692383
	Iteration 34Q: 3 clusters Score -1220240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1220244.875000 Penalty: 4562.692383
	Iteration 35Q: 3 clusters Score -1220245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1220246.625000 Penalty: 4562.692383
	Iteration 36Q: 3 clusters Score -1220247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1220247.750000 Penalty: 4562.692383
	Iteration 37Q: 3 clusters Score -1220248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1220247.875000 Penalty: 4562.692383
	Iteration 38Q: 3 clusters Score -1220248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1220248.250000 Penalty: 4562.692383
	Iteration 39Q: 3 clusters Score -1220248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1220249.000000 Penalty: 4562.692383
	Iteration 40F: 3 clusters Score -1220249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1220247.625000 Penalty: 4562.692383
	Iteration 41Q: 3 clusters Score -1220248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1220250.250000 Penalty: 4562.692383
	Iteration 42Q: 3 clusters Score -1220250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1220250.250000 Penalty: 4562.692383
	Iteration 43F: 3 clusters Score -1220250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Entering Unmasked Estep 
Score: -2348618.750000 Penalty: 2447.807129
	Iteration 0F: 2 clusters Score -2348619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2335010.750000 Penalty: 4895.614258
	Iteration 0F: 3 clusters Score -2335011 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2339732.000000 Penalty: 4895.614258
	Iteration 1F: 3 clusters Score -2339732 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2340358.500000 Penalty: 4895.614258
	Iteration 2F: 3 clusters Score -2340358 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2340921.250000 Penalty: 4895.614258
	Iteration 3F: 3 clusters Score -2340921 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2341487.000000 Penalty: 4895.614258
	Iteration 4F: 3 clusters Score -2341487 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2342061.500000 Penalty: 4895.614258
	Iteration 5F: 3 clusters Score -2342062 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2342705.750000 Penalty: 4895.614258
	Iteration 6F: 3 clusters Score -2342706 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2343403.750000 Penalty: 4895.614258
	Iteration 7F: 3 clusters Score -2343404 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2344156.500000 Penalty: 4895.614258
	Iteration 8Q: 3 clusters Score -2344156 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2344881.750000 Penalty: 4895.614258
	Iteration 9Q: 3 clusters Score -2344882 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2345399.500000 Penalty: 4895.614258
	Iteration 10Q: 3 clusters Score -2345400 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2345699.000000 Penalty: 4895.614258
	Iteration 11Q: 3 clusters Score -2345699 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2345898.250000 Penalty: 4895.614258
	Iteration 12Q: 3 clusters Score -2345898 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2346051.000000 Penalty: 4895.614258
	Iteration 13Q: 3 clusters Score -2346051 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2346186.500000 Penalty: 4895.614258
	Iteration 14Q: 3 clusters Score -2346186 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2346303.250000 Penalty: 4895.614258
	Iteration 15Q: 3 clusters Score -2346303 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2346413.750000 Penalty: 4895.614258
	Iteration 16Q: 3 clusters Score -2346414 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2346501.750000 Penalty: 4895.614258
	Iteration 17Q: 3 clusters Score -2346502 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2346586.500000 Penalty: 4895.614258
	Iteration 18Q: 3 clusters Score -2346586 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2346665.500000 Penalty: 4895.614258
	Iteration 19Q: 3 clusters Score -2346666 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2346763.500000 Penalty: 4895.614258
	Iteration 20F: 3 clusters Score -2346764 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2346873.250000 Penalty: 4895.614258
	Iteration 21Q: 3 clusters Score -2346873 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2346957.500000 Penalty: 4895.614258
	Iteration 22Q: 3 clusters Score -2346958 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2347044.250000 Penalty: 4895.614258
	Iteration 23Q: 3 clusters Score -2347044 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2347122.000000 Penalty: 4895.614258
	Iteration 24Q: 3 clusters Score -2347122 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2347202.500000 Penalty: 4895.614258
	Iteration 25Q: 3 clusters Score -2347202 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2347288.000000 Penalty: 4895.614258
	Iteration 26Q: 3 clusters Score -2347288 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2347349.500000 Penalty: 4895.614258
	Iteration 27Q: 3 clusters Score -2347350 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2347387.500000 Penalty: 4895.614258
	Iteration 28Q: 3 clusters Score -2347388 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2347404.000000 Penalty: 4895.614258
	Iteration 29Q: 3 clusters Score -2347404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2347420.500000 Penalty: 4895.614258
	Iteration 30Q: 3 clusters Score -2347420 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2347434.000000 Penalty: 4895.614258
	Iteration 31Q: 3 clusters Score -2347434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2347449.250000 Penalty: 4895.614258
	Iteration 32Q: 3 clusters Score -2347449 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2347450.500000 Penalty: 4895.614258
	Iteration 33Q: 3 clusters Score -2347450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2347460.500000 Penalty: 4895.614258
	Iteration 34Q: 3 clusters Score -2347460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2347468.500000 Penalty: 4895.614258
	Iteration 35Q: 3 clusters Score -2347468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2347466.750000 Penalty: 4895.614258
	Iteration 36Q: 3 clusters Score -2347467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2347472.500000 Penalty: 4895.614258
	Iteration 37Q: 3 clusters Score -2347472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2347476.000000 Penalty: 4895.614258
	Iteration 38Q: 3 clusters Score -2347476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2347475.000000 Penalty: 4895.614258
	Iteration 39Q: 3 clusters Score -2347475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2347478.500000 Penalty: 4895.614258
	Iteration 40F: 3 clusters Score -2347478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2347481.500000 Penalty: 4895.614258
	Iteration 41Q: 3 clusters Score -2347482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2347481.000000 Penalty: 4895.614258
	Iteration 42Q: 3 clusters Score -2347481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2347477.000000 Penalty: 4895.614258
	Iteration 43Q: 3 clusters Score -2347477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2347476.000000 Penalty: 4895.614258
	Iteration 44Q: 3 clusters Score -2347476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2347481.750000 Penalty: 4895.614258
	Iteration 45Q: 3 clusters Score -2347482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2347479.000000 Penalty: 4895.614258
	Iteration 46Q: 3 clusters Score -2347479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2347479.000000 Penalty: 4895.614258
	Iteration 47F: 3 clusters Score -2347479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Entering Unmasked Estep 
Score: -479880.687500 Penalty: 2053.867432
	Iteration 0F: 2 clusters Score -479880.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -476025.906250 Penalty: 4107.734863
	Iteration 0F: 3 clusters Score -476025.9 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -476854.062500 Penalty: 4107.734863
	Iteration 1F: 3 clusters Score -476854.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -477005.656250 Penalty: 4107.734863
	Iteration 2F: 3 clusters Score -477005.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -477103.093750 Penalty: 4107.734863
	Iteration 3Q: 3 clusters Score -477103.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -477171.812500 Penalty: 4107.734863
	Iteration 4Q: 3 clusters Score -477171.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -477209.156250 Penalty: 4107.734863
	Iteration 5Q: 3 clusters Score -477209.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -477249.156250 Penalty: 4107.734863
	Iteration 6Q: 3 clusters Score -477249.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -477285.156250 Penalty: 4107.734863
	Iteration 7Q: 3 clusters Score -477285.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -477311.875000 Penalty: 4107.734863
	Iteration 8Q: 3 clusters Score -477311.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -477334.312500 Penalty: 4107.734863
	Iteration 9Q: 3 clusters Score -477334.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -477358.937500 Penalty: 4107.734863
	Iteration 10Q: 3 clusters Score -477358.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -477383.531250 Penalty: 4107.734863
	Iteration 11Q: 3 clusters Score -477383.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -477407.062500 Penalty: 4107.734863
	Iteration 12Q: 3 clusters Score -477407.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -477432.468750 Penalty: 4107.734863
	Iteration 13Q: 3 clusters Score -477432.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -477454.343750 Penalty: 4107.734863
	Iteration 14Q: 3 clusters Score -477454.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -477473.312500 Penalty: 4107.734863
	Iteration 15Q: 3 clusters Score -477473.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -477487.437500 Penalty: 4107.734863
	Iteration 16Q: 3 clusters Score -477487.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -477501.906250 Penalty: 4107.734863
	Iteration 17Q: 3 clusters Score -477501.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -477521.593750 Penalty: 4107.734863
	Iteration 18Q: 3 clusters Score -477521.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -477538.187500 Penalty: 4107.734863
	Iteration 19Q: 3 clusters Score -477538.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -477559.281250 Penalty: 4107.734863
	Iteration 20F: 3 clusters Score -477559.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -477581.843750 Penalty: 4107.734863
	Iteration 21Q: 3 clusters Score -477581.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -477600.781250 Penalty: 4107.734863
	Iteration 22Q: 3 clusters Score -477600.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -477619.968750 Penalty: 4107.734863
	Iteration 23Q: 3 clusters Score -477620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -477651.906250 Penalty: 4107.734863
	Iteration 24Q: 3 clusters Score -477651.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -477682.406250 Penalty: 4107.734863
	Iteration 25Q: 3 clusters Score -477682.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -477705.687500 Penalty: 4107.734863
	Iteration 26Q: 3 clusters Score -477705.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -477727.000000 Penalty: 4107.734863
	Iteration 27Q: 3 clusters Score -477727 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -477760.718750 Penalty: 4107.734863
	Iteration 28Q: 3 clusters Score -477760.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -477805.906250 Penalty: 4107.734863
	Iteration 29Q: 3 clusters Score -477805.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -477855.406250 Penalty: 4107.734863
	Iteration 30Q: 3 clusters Score -477855.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -477922.593750 Penalty: 4107.734863
	Iteration 31Q: 3 clusters Score -477922.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -478027.000000 Penalty: 4107.734863
	Iteration 32Q: 3 clusters Score -478027 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -478159.843750 Penalty: 4107.734863
	Iteration 33Q: 3 clusters Score -478159.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -478267.656250 Penalty: 4107.734863
	Iteration 34Q: 3 clusters Score -478267.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -478380.218750 Penalty: 4107.734863
	Iteration 35Q: 3 clusters Score -478380.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -478482.218750 Penalty: 4107.734863
	Iteration 36Q: 3 clusters Score -478482.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -478560.375000 Penalty: 4107.734863
	Iteration 37Q: 3 clusters Score -478560.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -478619.750000 Penalty: 4107.734863
	Iteration 38Q: 3 clusters Score -478619.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -478662.656250 Penalty: 4107.734863
	Iteration 39Q: 3 clusters Score -478662.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -478697.406250 Penalty: 4107.734863
	Iteration 40F: 3 clusters Score -478697.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -478727.656250 Penalty: 4107.734863
	Iteration 41Q: 3 clusters Score -478727.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -478749.562500 Penalty: 4107.734863
	Iteration 42Q: 3 clusters Score -478749.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -478764.531250 Penalty: 4107.734863
	Iteration 43Q: 3 clusters Score -478764.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -478777.000000 Penalty: 4107.734863
	Iteration 44Q: 3 clusters Score -478777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -478785.781250 Penalty: 4107.734863
	Iteration 45Q: 3 clusters Score -478785.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -478792.281250 Penalty: 4107.734863
	Iteration 46Q: 3 clusters Score -478792.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -478797.375000 Penalty: 4107.734863
	Iteration 47Q: 3 clusters Score -478797.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -478799.250000 Penalty: 4107.734863
	Iteration 48Q: 3 clusters Score -478799.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -478800.937500 Penalty: 4107.734863
	Iteration 49Q: 3 clusters Score -478800.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -478803.000000 Penalty: 4107.734863
	Iteration 50Q: 3 clusters Score -478803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -478805.875000 Penalty: 4107.734863
	Iteration 51Q: 3 clusters Score -478805.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -478808.125000 Penalty: 4107.734863
	Iteration 52Q: 3 clusters Score -478808.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -478808.718750 Penalty: 4107.734863
	Iteration 53Q: 3 clusters Score -478808.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -478808.875000 Penalty: 4107.734863
	Iteration 54Q: 3 clusters Score -478808.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -478808.875000 Penalty: 4107.734863
	Iteration 55F: 3 clusters Score -478808.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64245 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 13420 members 
Mstep: Class 5 contains 34701 members 
Mstep: Class 6 contains 209939 members 
Mstep: Class 7 contains 18668 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44555 members 
Mstep: Class 10 contains 10192 members 
Mstep: Class 11 contains 18219 members 
Mstep: Class 12 contains 81897 members 
Mstep: Class 13 contains 9689 members 
Mstep: Class 14 contains 70583 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 136735 members 
Mstep: Class 17 contains 191422 members 
Mstep: Class 18 contains 12906 members 
Mstep: Class 19 contains 12953 members 
Mstep: Class 20 contains 277110 members 
Mstep: Class 21 contains 2751 members 
Mstep: Class 22 contains 3788 members 
Mstep: Class 23 contains 1834 members 
Mstep: Class 24 contains 1692 members 
Mstep: Class 25 contains 9887 members 
Mstep: Class 26 contains 19345 members 
Mstep: Class 27 contains 3951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154544544.000000 Penalty: 94130.875000
Iteration 79Q: 28 clusters Score -1.545445e+08 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 13298 members 
Mstep: Class 5 contains 34665 members 
Mstep: Class 6 contains 209697 members 
Mstep: Class 7 contains 18644 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44536 members 
Mstep: Class 10 contains 10183 members 
Mstep: Class 11 contains 18219 members 
Mstep: Class 12 contains 81878 members 
Mstep: Class 13 contains 9701 members 
Mstep: Class 14 contains 70288 members 
Mstep: Class 15 contains 3992 members 
Mstep: Class 16 contains 138847 members 
Mstep: Class 17 contains 190898 members 
Mstep: Class 18 contains 13029 members 
Mstep: Class 19 contains 12914 members 
Mstep: Class 20 contains 276239 members 
Mstep: Class 21 contains 2758 members 
Mstep: Class 22 contains 3785 members 
Mstep: Class 23 contains 1835 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 9891 members 
Mstep: Class 26 contains 19359 members 
Mstep: Class 27 contains 3949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154545216.000000 Penalty: 94130.875000
Iteration 80F: 28 clusters Score -1.545452e+08 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 16771 members 
Mstep: Class 4 contains 13145 members 
Mstep: Class 5 contains 34631 members 
Mstep: Class 6 contains 209413 members 
Mstep: Class 7 contains 18629 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44509 members 
Mstep: Class 10 contains 10173 members 
Mstep: Class 11 contains 18222 members 
Mstep: Class 12 contains 81853 members 
Mstep: Class 13 contains 9710 members 
Mstep: Class 14 contains 69935 members 
Mstep: Class 15 contains 3986 members 
Mstep: Class 16 contains 141110 members 
Mstep: Class 17 contains 190241 members 
Mstep: Class 18 contains 13180 members 
Mstep: Class 19 contains 12887 members 
Mstep: Class 20 contains 275443 members 
Mstep: Class 21 contains 2766 members 
Mstep: Class 22 contains 3785 members 
Mstep: Class 23 contains 1842 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 9889 members 
Mstep: Class 26 contains 19371 members 
Mstep: Class 27 contains 3950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154545536.000000 Penalty: 94130.875000
Iteration 81Q: 28 clusters Score -1.545455e+08 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 16781 members 
Mstep: Class 4 contains 12999 members 
Mstep: Class 5 contains 34560 members 
Mstep: Class 6 contains 209052 members 
Mstep: Class 7 contains 18605 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44493 members 
Mstep: Class 10 contains 10165 members 
Mstep: Class 11 contains 18233 members 
Mstep: Class 12 contains 81842 members 
Mstep: Class 13 contains 9712 members 
Mstep: Class 14 contains 69600 members 
Mstep: Class 15 contains 3977 members 
Mstep: Class 16 contains 143511 members 
Mstep: Class 17 contains 189587 members 
Mstep: Class 18 contains 13334 members 
Mstep: Class 19 contains 12847 members 
Mstep: Class 20 contains 274594 members 
Mstep: Class 21 contains 2781 members 
Mstep: Class 22 contains 3783 members 
Mstep: Class 23 contains 1848 members 
Mstep: Class 24 contains 1683 members 
Mstep: Class 25 contains 9889 members 
Mstep: Class 26 contains 19377 members 
Mstep: Class 27 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154546112.000000 Penalty: 94130.875000
Iteration 82Q: 28 clusters Score -1.545461e+08 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63917 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 16791 members 
Mstep: Class 4 contains 12855 members 
Mstep: Class 5 contains 34493 members 
Mstep: Class 6 contains 208675 members 
Mstep: Class 7 contains 18569 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44460 members 
Mstep: Class 10 contains 10151 members 
Mstep: Class 11 contains 18232 members 
Mstep: Class 12 contains 81816 members 
Mstep: Class 13 contains 9706 members 
Mstep: Class 14 contains 69276 members 
Mstep: Class 15 contains 3977 members 
Mstep: Class 16 contains 146067 members 
Mstep: Class 17 contains 188866 members 
Mstep: Class 18 contains 13493 members 
Mstep: Class 19 contains 12783 members 
Mstep: Class 20 contains 273763 members 
Mstep: Class 21 contains 2790 members 
Mstep: Class 22 contains 3781 members 
Mstep: Class 23 contains 1852 members 
Mstep: Class 24 contains 1676 members 
Mstep: Class 25 contains 9893 members 
Mstep: Class 26 contains 19392 members 
Mstep: Class 27 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154546576.000000 Penalty: 94130.875000
Iteration 83Q: 28 clusters Score -1.545466e+08 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63813 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 16801 members 
Mstep: Class 4 contains 12723 members 
Mstep: Class 5 contains 34432 members 
Mstep: Class 6 contains 208324 members 
Mstep: Class 7 contains 18551 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44462 members 
Mstep: Class 10 contains 10136 members 
Mstep: Class 11 contains 18238 members 
Mstep: Class 12 contains 81832 members 
Mstep: Class 13 contains 9709 members 
Mstep: Class 14 contains 68966 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 148622 members 
Mstep: Class 17 contains 188114 members 
Mstep: Class 18 contains 13629 members 
Mstep: Class 19 contains 12723 members 
Mstep: Class 20 contains 272828 members 
Mstep: Class 21 contains 2795 members 
Mstep: Class 22 contains 3782 members 
Mstep: Class 23 contains 1852 members 
Mstep: Class 24 contains 1662 members 
Mstep: Class 25 contains 9891 members 
Mstep: Class 26 contains 19413 members 
Mstep: Class 27 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154547072.000000 Penalty: 94130.875000
Iteration 84Q: 28 clusters Score -1.545471e+08 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 16807 members 
Mstep: Class 4 contains 12595 members 
Mstep: Class 5 contains 34379 members 
Mstep: Class 6 contains 207859 members 
Mstep: Class 7 contains 18538 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44438 members 
Mstep: Class 10 contains 10128 members 
Mstep: Class 11 contains 18246 members 
Mstep: Class 12 contains 81839 members 
Mstep: Class 13 contains 9708 members 
Mstep: Class 14 contains 68604 members 
Mstep: Class 15 contains 3974 members 
Mstep: Class 16 contains 151369 members 
Mstep: Class 17 contains 187357 members 
Mstep: Class 18 contains 13785 members 
Mstep: Class 19 contains 12674 members 
Mstep: Class 20 contains 271855 members 
Mstep: Class 21 contains 2804 members 
Mstep: Class 22 contains 3779 members 
Mstep: Class 23 contains 1854 members 
Mstep: Class 24 contains 1652 members 
Mstep: Class 25 contains 9892 members 
Mstep: Class 26 contains 19440 members 
Mstep: Class 27 contains 3954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154547088.000000 Penalty: 94130.875000
Iteration 85Q: 28 clusters Score -1.545471e+08 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 16812 members 
Mstep: Class 4 contains 12481 members 
Mstep: Class 5 contains 34286 members 
Mstep: Class 6 contains 207419 members 
Mstep: Class 7 contains 18501 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44417 members 
Mstep: Class 10 contains 10111 members 
Mstep: Class 11 contains 18263 members 
Mstep: Class 12 contains 81836 members 
Mstep: Class 13 contains 9703 members 
Mstep: Class 14 contains 68261 members 
Mstep: Class 15 contains 3970 members 
Mstep: Class 16 contains 154216 members 
Mstep: Class 17 contains 186645 members 
Mstep: Class 18 contains 13941 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 270815 members 
Mstep: Class 21 contains 2801 members 
Mstep: Class 22 contains 3775 members 
Mstep: Class 23 contains 1859 members 
Mstep: Class 24 contains 1646 members 
Mstep: Class 25 contains 9886 members 
Mstep: Class 26 contains 19464 members 
Mstep: Class 27 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154548480.000000 Penalty: 94130.875000
Iteration 86Q: 28 clusters Score -1.545485e+08 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 16817 members 
Mstep: Class 4 contains 12355 members 
Mstep: Class 5 contains 34201 members 
Mstep: Class 6 contains 206992 members 
Mstep: Class 7 contains 18491 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44393 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 18277 members 
Mstep: Class 12 contains 81850 members 
Mstep: Class 13 contains 9708 members 
Mstep: Class 14 contains 67870 members 
Mstep: Class 15 contains 3966 members 
Mstep: Class 16 contains 157280 members 
Mstep: Class 17 contains 185930 members 
Mstep: Class 18 contains 14063 members 
Mstep: Class 19 contains 12535 members 
Mstep: Class 20 contains 269621 members 
Mstep: Class 21 contains 2802 members 
Mstep: Class 22 contains 3773 members 
Mstep: Class 23 contains 1863 members 
Mstep: Class 24 contains 1635 members 
Mstep: Class 25 contains 9882 members 
Mstep: Class 26 contains 19477 members 
Mstep: Class 27 contains 3956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154549504.000000 Penalty: 94130.875000
Iteration 87Q: 28 clusters Score -1.545495e+08 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63225 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 16824 members 
Mstep: Class 4 contains 12198 members 
Mstep: Class 5 contains 34109 members 
Mstep: Class 6 contains 206475 members 
Mstep: Class 7 contains 18465 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44357 members 
Mstep: Class 10 contains 10083 members 
Mstep: Class 11 contains 18294 members 
Mstep: Class 12 contains 81885 members 
Mstep: Class 13 contains 9709 members 
Mstep: Class 14 contains 67451 members 
Mstep: Class 15 contains 3958 members 
Mstep: Class 16 contains 160502 members 
Mstep: Class 17 contains 185243 members 
Mstep: Class 18 contains 14205 members 
Mstep: Class 19 contains 12461 members 
Mstep: Class 20 contains 268373 members 
Mstep: Class 21 contains 2802 members 
Mstep: Class 22 contains 3764 members 
Mstep: Class 23 contains 1868 members 
Mstep: Class 24 contains 1631 members 
Mstep: Class 25 contains 9880 members 
Mstep: Class 26 contains 19507 members 
Mstep: Class 27 contains 3958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154550224.000000 Penalty: 94130.875000
Iteration 88Q: 28 clusters Score -1.545502e+08 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63048 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 16832 members 
Mstep: Class 4 contains 12048 members 
Mstep: Class 5 contains 33983 members 
Mstep: Class 6 contains 205903 members 
Mstep: Class 7 contains 18425 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44338 members 
Mstep: Class 10 contains 10067 members 
Mstep: Class 11 contains 18302 members 
Mstep: Class 12 contains 81934 members 
Mstep: Class 13 contains 9718 members 
Mstep: Class 14 contains 67029 members 
Mstep: Class 15 contains 3948 members 
Mstep: Class 16 contains 163948 members 
Mstep: Class 17 contains 184421 members 
Mstep: Class 18 contains 14342 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 267134 members 
Mstep: Class 21 contains 2802 members 
Mstep: Class 22 contains 3764 members 
Mstep: Class 23 contains 1874 members 
Mstep: Class 24 contains 1631 members 
Mstep: Class 25 contains 9880 members 
Mstep: Class 26 contains 19530 members 
Mstep: Class 27 contains 3957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551536.000000 Penalty: 94130.875000
Iteration 89Q: 28 clusters Score -1.545515e+08 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62855 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 16841 members 
Mstep: Class 4 contains 11856 members 
Mstep: Class 5 contains 33845 members 
Mstep: Class 6 contains 205257 members 
Mstep: Class 7 contains 18372 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44328 members 
Mstep: Class 10 contains 10054 members 
Mstep: Class 11 contains 18320 members 
Mstep: Class 12 contains 81963 members 
Mstep: Class 13 contains 9731 members 
Mstep: Class 14 contains 66562 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 167634 members 
Mstep: Class 17 contains 183618 members 
Mstep: Class 18 contains 14501 members 
Mstep: Class 19 contains 12283 members 
Mstep: Class 20 contains 265823 members 
Mstep: Class 21 contains 2802 members 
Mstep: Class 22 contains 3760 members 
Mstep: Class 23 contains 1878 members 
Mstep: Class 24 contains 1626 members 
Mstep: Class 25 contains 9876 members 
Mstep: Class 26 contains 19541 members 
Mstep: Class 27 contains 3958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552240.000000 Penalty: 94130.875000
Iteration 90Q: 28 clusters Score -1.545522e+08 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62635 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 16845 members 
Mstep: Class 4 contains 11726 members 
Mstep: Class 5 contains 33657 members 
Mstep: Class 6 contains 204473 members 
Mstep: Class 7 contains 18313 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44290 members 
Mstep: Class 10 contains 10044 members 
Mstep: Class 11 contains 18338 members 
Mstep: Class 12 contains 81990 members 
Mstep: Class 13 contains 9732 members 
Mstep: Class 14 contains 66119 members 
Mstep: Class 15 contains 3936 members 
Mstep: Class 16 contains 171686 members 
Mstep: Class 17 contains 182893 members 
Mstep: Class 18 contains 14635 members 
Mstep: Class 19 contains 12203 members 
Mstep: Class 20 contains 264256 members 
Mstep: Class 21 contains 2805 members 
Mstep: Class 22 contains 3755 members 
Mstep: Class 23 contains 1882 members 
Mstep: Class 24 contains 1623 members 
Mstep: Class 25 contains 9870 members 
Mstep: Class 26 contains 19563 members 
Mstep: Class 27 contains 3957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154553840.000000 Penalty: 94130.875000
Iteration 91Q: 28 clusters Score -1.545538e+08 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62401 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 16847 members 
Mstep: Class 4 contains 11566 members 
Mstep: Class 5 contains 33498 members 
Mstep: Class 6 contains 203529 members 
Mstep: Class 7 contains 18275 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44251 members 
Mstep: Class 10 contains 10031 members 
Mstep: Class 11 contains 18382 members 
Mstep: Class 12 contains 82015 members 
Mstep: Class 13 contains 9725 members 
Mstep: Class 14 contains 65601 members 
Mstep: Class 15 contains 3928 members 
Mstep: Class 16 contains 176151 members 
Mstep: Class 17 contains 182094 members 
Mstep: Class 18 contains 14763 members 
Mstep: Class 19 contains 12110 members 
Mstep: Class 20 contains 262571 members 
Mstep: Class 21 contains 2811 members 
Mstep: Class 22 contains 3752 members 
Mstep: Class 23 contains 1885 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 9869 members 
Mstep: Class 26 contains 19592 members 
Mstep: Class 27 contains 3957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154555136.000000 Penalty: 94130.875000
Iteration 92Q: 28 clusters Score -1.545551e+08 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 16847 members 
Mstep: Class 4 contains 11417 members 
Mstep: Class 5 contains 33311 members 
Mstep: Class 6 contains 202583 members 
Mstep: Class 7 contains 18200 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44215 members 
Mstep: Class 10 contains 10014 members 
Mstep: Class 11 contains 18411 members 
Mstep: Class 12 contains 82057 members 
Mstep: Class 13 contains 9711 members 
Mstep: Class 14 contains 65052 members 
Mstep: Class 15 contains 3922 members 
Mstep: Class 16 contains 180979 members 
Mstep: Class 17 contains 181229 members 
Mstep: Class 18 contains 14925 members 
Mstep: Class 19 contains 12002 members 
Mstep: Class 20 contains 260686 members 
Mstep: Class 21 contains 2816 members 
Mstep: Class 22 contains 3757 members 
Mstep: Class 23 contains 1888 members 
Mstep: Class 24 contains 1627 members 
Mstep: Class 25 contains 9859 members 
Mstep: Class 26 contains 19619 members 
Mstep: Class 27 contains 3959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154556240.000000 Penalty: 94130.875000
Iteration 93Q: 28 clusters Score -1.545562e+08 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 61878 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 16848 members 
Mstep: Class 4 contains 11276 members 
Mstep: Class 5 contains 33125 members 
Mstep: Class 6 contains 201532 members 
Mstep: Class 7 contains 18114 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44180 members 
Mstep: Class 10 contains 9997 members 
Mstep: Class 11 contains 18447 members 
Mstep: Class 12 contains 82102 members 
Mstep: Class 13 contains 9702 members 
Mstep: Class 14 contains 64456 members 
Mstep: Class 15 contains 3917 members 
Mstep: Class 16 contains 186200 members 
Mstep: Class 17 contains 180493 members 
Mstep: Class 18 contains 15078 members 
Mstep: Class 19 contains 11891 members 
Mstep: Class 20 contains 258439 members 
Mstep: Class 21 contains 2826 members 
Mstep: Class 22 contains 3749 members 
Mstep: Class 23 contains 1891 members 
Mstep: Class 24 contains 1627 members 
Mstep: Class 25 contains 9851 members 
Mstep: Class 26 contains 19648 members 
Mstep: Class 27 contains 3959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154557168.000000 Penalty: 94130.875000
Iteration 94Q: 28 clusters Score -1.545572e+08 nChanged 10306
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 16853 members 
Mstep: Class 4 contains 11142 members 
Mstep: Class 5 contains 32927 members 
Mstep: Class 6 contains 200520 members 
Mstep: Class 7 contains 18018 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44119 members 
Mstep: Class 10 contains 9978 members 
Mstep: Class 11 contains 18485 members 
Mstep: Class 12 contains 82153 members 
Mstep: Class 13 contains 9686 members 
Mstep: Class 14 contains 63883 members 
Mstep: Class 15 contains 3910 members 
Mstep: Class 16 contains 191618 members 
Mstep: Class 17 contains 179876 members 
Mstep: Class 18 contains 15225 members 
Mstep: Class 19 contains 11759 members 
Mstep: Class 20 contains 255926 members 
Mstep: Class 21 contains 2838 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 1892 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 9844 members 
Mstep: Class 26 contains 19681 members 
Mstep: Class 27 contains 3959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154557312.000000 Penalty: 94130.875000
Iteration 95Q: 28 clusters Score -1.545573e+08 nChanged 10962
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 61234 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 16854 members 
Mstep: Class 4 contains 11044 members 
Mstep: Class 5 contains 32709 members 
Mstep: Class 6 contains 199427 members 
Mstep: Class 7 contains 17932 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44087 members 
Mstep: Class 10 contains 9950 members 
Mstep: Class 11 contains 18501 members 
Mstep: Class 12 contains 82211 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 14 contains 63293 members 
Mstep: Class 15 contains 3905 members 
Mstep: Class 16 contains 197324 members 
Mstep: Class 17 contains 179129 members 
Mstep: Class 18 contains 15359 members 
Mstep: Class 19 contains 11659 members 
Mstep: Class 20 contains 253315 members 
Mstep: Class 21 contains 2838 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 1897 members 
Mstep: Class 24 contains 1627 members 
Mstep: Class 25 contains 9851 members 
Mstep: Class 26 contains 19711 members 
Mstep: Class 27 contains 3959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154557936.000000 Penalty: 94130.875000
Iteration 96Q: 28 clusters Score -1.545579e+08 nChanged 11575
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 60842 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 16867 members 
Mstep: Class 4 contains 10965 members 
Mstep: Class 5 contains 32470 members 
Mstep: Class 6 contains 198268 members 
Mstep: Class 7 contains 17856 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44045 members 
Mstep: Class 10 contains 9929 members 
Mstep: Class 11 contains 18526 members 
Mstep: Class 12 contains 82297 members 
Mstep: Class 13 contains 9648 members 
Mstep: Class 14 contains 62651 members 
Mstep: Class 15 contains 3898 members 
Mstep: Class 16 contains 203299 members 
Mstep: Class 17 contains 178372 members 
Mstep: Class 18 contains 15497 members 
Mstep: Class 19 contains 11551 members 
Mstep: Class 20 contains 250640 members 
Mstep: Class 21 contains 2835 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 1902 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 9823 members 
Mstep: Class 26 contains 19723 members 
Mstep: Class 27 contains 3959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154558128.000000 Penalty: 94130.875000
Iteration 97Q: 28 clusters Score -1.545581e+08 nChanged 11953
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 60423 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 16880 members 
Mstep: Class 4 contains 10910 members 
Mstep: Class 5 contains 32223 members 
Mstep: Class 6 contains 197117 members 
Mstep: Class 7 contains 17773 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43985 members 
Mstep: Class 10 contains 9907 members 
Mstep: Class 11 contains 18545 members 
Mstep: Class 12 contains 82380 members 
Mstep: Class 13 contains 9632 members 
Mstep: Class 14 contains 62026 members 
Mstep: Class 15 contains 3895 members 
Mstep: Class 16 contains 209222 members 
Mstep: Class 17 contains 177615 members 
Mstep: Class 18 contains 15603 members 
Mstep: Class 19 contains 11477 members 
Mstep: Class 20 contains 247982 members 
Mstep: Class 21 contains 2834 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 1907 members 
Mstep: Class 24 contains 1628 members 
Mstep: Class 25 contains 9802 members 
Mstep: Class 26 contains 19764 members 
Mstep: Class 27 contains 3959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154558672.000000 Penalty: 94130.875000
Iteration 98Q: 28 clusters Score -1.545587e+08 nChanged 11787
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 16885 members 
Mstep: Class 4 contains 10844 members 
Mstep: Class 5 contains 32011 members 
Mstep: Class 6 contains 196076 members 
Mstep: Class 7 contains 17663 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43940 members 
Mstep: Class 10 contains 9895 members 
Mstep: Class 11 contains 18558 members 
Mstep: Class 12 contains 82482 members 
Mstep: Class 13 contains 9620 members 
Mstep: Class 14 contains 61410 members 
Mstep: Class 15 contains 3890 members 
Mstep: Class 16 contains 214984 members 
Mstep: Class 17 contains 176959 members 
Mstep: Class 18 contains 15708 members 
Mstep: Class 19 contains 11368 members 
Mstep: Class 20 contains 245260 members 
Mstep: Class 21 contains 2834 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 1916 members 
Mstep: Class 24 contains 1633 members 
Mstep: Class 25 contains 9788 members 
Mstep: Class 26 contains 19783 members 
Mstep: Class 27 contains 3957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154559120.000000 Penalty: 94130.875000
Iteration 99Q: 28 clusters Score -1.545591e+08 nChanged 11759
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 16895 members 
Mstep: Class 4 contains 10801 members 
Mstep: Class 5 contains 31805 members 
Mstep: Class 6 contains 195064 members 
Mstep: Class 7 contains 17533 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43905 members 
Mstep: Class 10 contains 9886 members 
Mstep: Class 11 contains 18570 members 
Mstep: Class 12 contains 82608 members 
Mstep: Class 13 contains 9609 members 
Mstep: Class 14 contains 60911 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 16 contains 220494 members 
Mstep: Class 17 contains 176456 members 
Mstep: Class 18 contains 15778 members 
Mstep: Class 19 contains 11269 members 
Mstep: Class 20 contains 242496 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 1922 members 
Mstep: Class 24 contains 1629 members 
Mstep: Class 25 contains 9771 members 
Mstep: Class 26 contains 19799 members 
Mstep: Class 27 contains 3956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154560512.000000 Penalty: 94130.875000
Iteration 100F: 28 clusters Score -1.545605e+08 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 59247 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 16902 members 
Mstep: Class 4 contains 10759 members 
Mstep: Class 5 contains 31605 members 
Mstep: Class 6 contains 194154 members 
Mstep: Class 7 contains 17422 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 43876 members 
Mstep: Class 10 contains 9874 members 
Mstep: Class 11 contains 18584 members 
Mstep: Class 12 contains 82718 members 
Mstep: Class 13 contains 9602 members 
Mstep: Class 14 contains 60431 members 
Mstep: Class 15 contains 3875 members 
Mstep: Class 16 contains 225552 members 
Mstep: Class 17 contains 176045 members 
Mstep: Class 18 contains 15851 members 
Mstep: Class 19 contains 11153 members 
Mstep: Class 20 contains 239933 members 
Mstep: Class 21 contains 2843 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 1929 members 
Mstep: Class 24 contains 1628 members 
Mstep: Class 25 contains 9746 members 
Mstep: Class 26 contains 19810 members 
Mstep: Class 27 contains 3956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154560592.000000 Penalty: 94130.875000
Iteration 101Q: 28 clusters Score -1.545606e+08 nChanged 11524
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 16911 members 
Mstep: Class 4 contains 10704 members 
Mstep: Class 5 contains 31420 members 
Mstep: Class 6 contains 193315 members 
Mstep: Class 7 contains 17312 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 43841 members 
Mstep: Class 10 contains 9860 members 
Mstep: Class 11 contains 18599 members 
Mstep: Class 12 contains 82834 members 
Mstep: Class 13 contains 9583 members 
Mstep: Class 14 contains 59979 members 
Mstep: Class 15 contains 3872 members 
Mstep: Class 16 contains 230183 members 
Mstep: Class 17 contains 175896 members 
Mstep: Class 18 contains 15929 members 
Mstep: Class 19 contains 11046 members 
Mstep: Class 20 contains 237389 members 
Mstep: Class 21 contains 2845 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 1933 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 9727 members 
Mstep: Class 26 contains 19830 members 
Mstep: Class 27 contains 3957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154560320.000000 Penalty: 94130.875000
Iteration 102Q: 28 clusters Score -1.545603e+08 nChanged 11041
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 16919 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 31232 members 
Mstep: Class 6 contains 192613 members 
Mstep: Class 7 contains 17225 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 43827 members 
Mstep: Class 10 contains 9847 members 
Mstep: Class 11 contains 18629 members 
Mstep: Class 12 contains 82936 members 
Mstep: Class 13 contains 9567 members 
Mstep: Class 14 contains 59721 members 
Mstep: Class 15 contains 3869 members 
Mstep: Class 16 contains 234137 members 
Mstep: Class 17 contains 175888 members 
Mstep: Class 18 contains 15984 members 
Mstep: Class 19 contains 10935 members 
Mstep: Class 20 contains 235019 members 
Mstep: Class 21 contains 2843 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 1934 members 
Mstep: Class 24 contains 1629 members 
Mstep: Class 25 contains 9709 members 
Mstep: Class 26 contains 19843 members 
Mstep: Class 27 contains 3956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154560160.000000 Penalty: 94130.875000
Iteration 103Q: 28 clusters Score -1.545602e+08 nChanged 10489
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58272 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 16939 members 
Mstep: Class 4 contains 10621 members 
Mstep: Class 5 contains 31098 members 
Mstep: Class 6 contains 192090 members 
Mstep: Class 7 contains 17134 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 43811 members 
Mstep: Class 10 contains 9839 members 
Mstep: Class 11 contains 18644 members 
Mstep: Class 12 contains 83071 members 
Mstep: Class 13 contains 9560 members 
Mstep: Class 14 contains 59525 members 
Mstep: Class 15 contains 3867 members 
Mstep: Class 16 contains 237540 members 
Mstep: Class 17 contains 176009 members 
Mstep: Class 18 contains 16044 members 
Mstep: Class 19 contains 10836 members 
Mstep: Class 20 contains 232691 members 
Mstep: Class 21 contains 2840 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 1934 members 
Mstep: Class 24 contains 1631 members 
Mstep: Class 25 contains 9692 members 
Mstep: Class 26 contains 19850 members 
Mstep: Class 27 contains 3957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154560080.000000 Penalty: 94130.875000
Iteration 104Q: 28 clusters Score -1.545601e+08 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 16948 members 
Mstep: Class 4 contains 10587 members 
Mstep: Class 5 contains 30978 members 
Mstep: Class 6 contains 191880 members 
Mstep: Class 7 contains 17056 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43818 members 
Mstep: Class 10 contains 9826 members 
Mstep: Class 11 contains 18657 members 
Mstep: Class 12 contains 83194 members 
Mstep: Class 13 contains 9552 members 
Mstep: Class 14 contains 59383 members 
Mstep: Class 15 contains 3864 members 
Mstep: Class 16 contains 239979 members 
Mstep: Class 17 contains 176363 members 
Mstep: Class 18 contains 16106 members 
Mstep: Class 19 contains 10769 members 
Mstep: Class 20 contains 230657 members 
Mstep: Class 21 contains 2834 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 1934 members 
Mstep: Class 24 contains 1638 members 
Mstep: Class 25 contains 9673 members 
Mstep: Class 26 contains 19845 members 
Mstep: Class 27 contains 3959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154560320.000000 Penalty: 94130.875000
Iteration 105Q: 28 clusters Score -1.545603e+08 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57787 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 16957 members 
Mstep: Class 4 contains 10583 members 
Mstep: Class 5 contains 30877 members 
Mstep: Class 6 contains 191885 members 
Mstep: Class 7 contains 16991 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43827 members 
Mstep: Class 10 contains 9822 members 
Mstep: Class 11 contains 18676 members 
Mstep: Class 12 contains 83343 members 
Mstep: Class 13 contains 9543 members 
Mstep: Class 14 contains 59304 members 
Mstep: Class 15 contains 3862 members 
Mstep: Class 16 contains 241517 members 
Mstep: Class 17 contains 176855 members 
Mstep: Class 18 contains 16157 members 
Mstep: Class 19 contains 10715 members 
Mstep: Class 20 contains 228952 members 
Mstep: Class 21 contains 2839 members 
Mstep: Class 22 contains 3723 members 
Mstep: Class 23 contains 1934 members 
Mstep: Class 24 contains 1638 members 
Mstep: Class 25 contains 9640 members 
Mstep: Class 26 contains 19833 members 
Mstep: Class 27 contains 3965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154559520.000000 Penalty: 94130.875000
Iteration 106Q: 28 clusters Score -1.545595e+08 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 16965 members 
Mstep: Class 4 contains 10564 members 
Mstep: Class 5 contains 30771 members 
Mstep: Class 6 contains 192070 members 
Mstep: Class 7 contains 16943 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43827 members 
Mstep: Class 10 contains 9818 members 
Mstep: Class 11 contains 18682 members 
Mstep: Class 12 contains 83454 members 
Mstep: Class 13 contains 9543 members 
Mstep: Class 14 contains 59229 members 
Mstep: Class 15 contains 3860 members 
Mstep: Class 16 contains 242493 members 
Mstep: Class 17 contains 177496 members 
Mstep: Class 18 contains 16190 members 
Mstep: Class 19 contains 10670 members 
Mstep: Class 20 contains 227446 members 
Mstep: Class 21 contains 2840 members 
Mstep: Class 22 contains 3720 members 
Mstep: Class 23 contains 1936 members 
Mstep: Class 24 contains 1647 members 
Mstep: Class 25 contains 9628 members 
Mstep: Class 26 contains 19830 members 
Mstep: Class 27 contains 3966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154559584.000000 Penalty: 94130.875000
Iteration 107Q: 28 clusters Score -1.545596e+08 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57540 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 16970 members 
Mstep: Class 4 contains 10557 members 
Mstep: Class 5 contains 30724 members 
Mstep: Class 6 contains 192313 members 
Mstep: Class 7 contains 16907 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43828 members 
Mstep: Class 10 contains 9815 members 
Mstep: Class 11 contains 18696 members 
Mstep: Class 12 contains 83549 members 
Mstep: Class 13 contains 9538 members 
Mstep: Class 14 contains 59200 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 242979 members 
Mstep: Class 17 contains 178152 members 
Mstep: Class 18 contains 16214 members 
Mstep: Class 19 contains 10641 members 
Mstep: Class 20 contains 226168 members 
Mstep: Class 21 contains 2852 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 1935 members 
Mstep: Class 24 contains 1648 members 
Mstep: Class 25 contains 9623 members 
Mstep: Class 26 contains 19831 members 
Mstep: Class 27 contains 3968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154558976.000000 Penalty: 94130.875000
Iteration 108Q: 28 clusters Score -1.54559e+08 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57445 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 16979 members 
Mstep: Class 4 contains 10542 members 
Mstep: Class 5 contains 30697 members 
Mstep: Class 6 contains 192706 members 
Mstep: Class 7 contains 16872 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43847 members 
Mstep: Class 10 contains 9814 members 
Mstep: Class 11 contains 18705 members 
Mstep: Class 12 contains 83627 members 
Mstep: Class 13 contains 9536 members 
Mstep: Class 14 contains 59197 members 
Mstep: Class 15 contains 3857 members 
Mstep: Class 16 contains 243087 members 
Mstep: Class 17 contains 178834 members 
Mstep: Class 18 contains 16226 members 
Mstep: Class 19 contains 10626 members 
Mstep: Class 20 contains 225050 members 
Mstep: Class 21 contains 2849 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 1935 members 
Mstep: Class 24 contains 1652 members 
Mstep: Class 25 contains 9620 members 
Mstep: Class 26 contains 19833 members 
Mstep: Class 27 contains 3967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154558624.000000 Penalty: 94130.875000
Iteration 109Q: 28 clusters Score -1.545586e+08 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 16986 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 30702 members 
Mstep: Class 6 contains 193167 members 
Mstep: Class 7 contains 16849 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43848 members 
Mstep: Class 10 contains 9812 members 
Mstep: Class 11 contains 18716 members 
Mstep: Class 12 contains 83659 members 
Mstep: Class 13 contains 9534 members 
Mstep: Class 14 contains 59259 members 
Mstep: Class 15 contains 3857 members 
Mstep: Class 16 contains 242697 members 
Mstep: Class 17 contains 179592 members 
Mstep: Class 18 contains 16236 members 
Mstep: Class 19 contains 10606 members 
Mstep: Class 20 contains 224161 members 
Mstep: Class 21 contains 2850 members 
Mstep: Class 22 contains 3723 members 
Mstep: Class 23 contains 1935 members 
Mstep: Class 24 contains 1655 members 
Mstep: Class 25 contains 9621 members 
Mstep: Class 26 contains 19839 members 
Mstep: Class 27 contains 3967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154558096.000000 Penalty: 94130.875000
Iteration 110Q: 28 clusters Score -1.545581e+08 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17000 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 30713 members 
Mstep: Class 6 contains 193600 members 
Mstep: Class 7 contains 16835 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43844 members 
Mstep: Class 10 contains 9811 members 
Mstep: Class 11 contains 18734 members 
Mstep: Class 12 contains 83677 members 
Mstep: Class 13 contains 9523 members 
Mstep: Class 14 contains 59360 members 
Mstep: Class 15 contains 3856 members 
Mstep: Class 16 contains 242010 members 
Mstep: Class 17 contains 180535 members 
Mstep: Class 18 contains 16253 members 
Mstep: Class 19 contains 10599 members 
Mstep: Class 20 contains 223344 members 
Mstep: Class 21 contains 2850 members 
Mstep: Class 22 contains 3720 members 
Mstep: Class 23 contains 1935 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 9614 members 
Mstep: Class 26 contains 19846 members 
Mstep: Class 27 contains 3968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154557280.000000 Penalty: 94130.875000
Iteration 111Q: 28 clusters Score -1.545573e+08 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57412 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17010 members 
Mstep: Class 4 contains 10549 members 
Mstep: Class 5 contains 30717 members 
Mstep: Class 6 contains 194121 members 
Mstep: Class 7 contains 16831 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43860 members 
Mstep: Class 10 contains 9812 members 
Mstep: Class 11 contains 18748 members 
Mstep: Class 12 contains 83666 members 
Mstep: Class 13 contains 9511 members 
Mstep: Class 14 contains 59496 members 
Mstep: Class 15 contains 3855 members 
Mstep: Class 16 contains 240860 members 
Mstep: Class 17 contains 181535 members 
Mstep: Class 18 contains 16275 members 
Mstep: Class 19 contains 10592 members 
Mstep: Class 20 contains 222763 members 
Mstep: Class 21 contains 2852 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 1935 members 
Mstep: Class 24 contains 1663 members 
Mstep: Class 25 contains 9625 members 
Mstep: Class 26 contains 19841 members 
Mstep: Class 27 contains 3970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154557520.000000 Penalty: 94130.875000
Iteration 112Q: 28 clusters Score -1.545575e+08 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57440 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17020 members 
Mstep: Class 4 contains 10543 members 
Mstep: Class 5 contains 30715 members 
Mstep: Class 6 contains 194627 members 
Mstep: Class 7 contains 16825 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43880 members 
Mstep: Class 10 contains 9810 members 
Mstep: Class 11 contains 18759 members 
Mstep: Class 12 contains 83667 members 
Mstep: Class 13 contains 9507 members 
Mstep: Class 14 contains 59635 members 
Mstep: Class 15 contains 3853 members 
Mstep: Class 16 contains 239618 members 
Mstep: Class 17 contains 182414 members 
Mstep: Class 18 contains 16310 members 
Mstep: Class 19 contains 10585 members 
Mstep: Class 20 contains 222393 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 3725 members 
Mstep: Class 23 contains 1936 members 
Mstep: Class 24 contains 1668 members 
Mstep: Class 25 contains 9635 members 
Mstep: Class 26 contains 19843 members 
Mstep: Class 27 contains 3969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154557552.000000 Penalty: 94130.875000
Iteration 113Q: 28 clusters Score -1.545576e+08 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57468 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17027 members 
Mstep: Class 4 contains 10549 members 
Mstep: Class 5 contains 30739 members 
Mstep: Class 6 contains 195045 members 
Mstep: Class 7 contains 16820 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43885 members 
Mstep: Class 10 contains 9808 members 
Mstep: Class 11 contains 18775 members 
Mstep: Class 12 contains 83653 members 
Mstep: Class 13 contains 9503 members 
Mstep: Class 14 contains 59812 members 
Mstep: Class 15 contains 3853 members 
Mstep: Class 16 contains 238323 members 
Mstep: Class 17 contains 183368 members 
Mstep: Class 18 contains 16339 members 
Mstep: Class 19 contains 10588 members 
Mstep: Class 20 contains 222012 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 3723 members 
Mstep: Class 23 contains 1936 members 
Mstep: Class 24 contains 1670 members 
Mstep: Class 25 contains 9657 members 
Mstep: Class 26 contains 19855 members 
Mstep: Class 27 contains 3969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154557008.000000 Penalty: 94130.875000
Iteration 114Q: 28 clusters Score -1.54557e+08 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57508 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17038 members 
Mstep: Class 4 contains 10550 members 
Mstep: Class 5 contains 30775 members 
Mstep: Class 6 contains 195426 members 
Mstep: Class 7 contains 16819 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43893 members 
Mstep: Class 10 contains 9809 members 
Mstep: Class 11 contains 18784 members 
Mstep: Class 12 contains 83636 members 
Mstep: Class 13 contains 9503 members 
Mstep: Class 14 contains 59986 members 
Mstep: Class 15 contains 3854 members 
Mstep: Class 16 contains 236946 members 
Mstep: Class 17 contains 184363 members 
Mstep: Class 18 contains 16355 members 
Mstep: Class 19 contains 10593 members 
Mstep: Class 20 contains 221706 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 3725 members 
Mstep: Class 23 contains 1936 members 
Mstep: Class 24 contains 1669 members 
Mstep: Class 25 contains 9679 members 
Mstep: Class 26 contains 19855 members 
Mstep: Class 27 contains 3970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154556480.000000 Penalty: 94130.875000
Iteration 115Q: 28 clusters Score -1.545565e+08 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57554 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17047 members 
Mstep: Class 4 contains 10555 members 
Mstep: Class 5 contains 30835 members 
Mstep: Class 6 contains 195778 members 
Mstep: Class 7 contains 16813 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43889 members 
Mstep: Class 10 contains 9809 members 
Mstep: Class 11 contains 18789 members 
Mstep: Class 12 contains 83611 members 
Mstep: Class 13 contains 9502 members 
Mstep: Class 14 contains 60205 members 
Mstep: Class 15 contains 3853 members 
Mstep: Class 16 contains 235569 members 
Mstep: Class 17 contains 185287 members 
Mstep: Class 18 contains 16359 members 
Mstep: Class 19 contains 10613 members 
Mstep: Class 20 contains 221445 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 1936 members 
Mstep: Class 24 contains 1669 members 
Mstep: Class 25 contains 9710 members 
Mstep: Class 26 contains 19856 members 
Mstep: Class 27 contains 3971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154555856.000000 Penalty: 94130.875000
Iteration 116Q: 28 clusters Score -1.545559e+08 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17053 members 
Mstep: Class 4 contains 10579 members 
Mstep: Class 5 contains 30879 members 
Mstep: Class 6 contains 196082 members 
Mstep: Class 7 contains 16801 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43901 members 
Mstep: Class 10 contains 9804 members 
Mstep: Class 11 contains 18790 members 
Mstep: Class 12 contains 83605 members 
Mstep: Class 13 contains 9500 members 
Mstep: Class 14 contains 60447 members 
Mstep: Class 15 contains 3853 members 
Mstep: Class 16 contains 234277 members 
Mstep: Class 17 contains 186210 members 
Mstep: Class 18 contains 16362 members 
Mstep: Class 19 contains 10621 members 
Mstep: Class 20 contains 221122 members 
Mstep: Class 21 contains 2843 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 1936 members 
Mstep: Class 24 contains 1673 members 
Mstep: Class 25 contains 9741 members 
Mstep: Class 26 contains 19853 members 
Mstep: Class 27 contains 3971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154555904.000000 Penalty: 94130.875000
Iteration 117Q: 28 clusters Score -1.545559e+08 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17058 members 
Mstep: Class 4 contains 10603 members 
Mstep: Class 5 contains 30935 members 
Mstep: Class 6 contains 196392 members 
Mstep: Class 7 contains 16805 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43895 members 
Mstep: Class 10 contains 9798 members 
Mstep: Class 11 contains 18807 members 
Mstep: Class 12 contains 83572 members 
Mstep: Class 13 contains 9497 members 
Mstep: Class 14 contains 60682 members 
Mstep: Class 15 contains 3853 members 
Mstep: Class 16 contains 232969 members 
Mstep: Class 17 contains 187000 members 
Mstep: Class 18 contains 16368 members 
Mstep: Class 19 contains 10629 members 
Mstep: Class 20 contains 220928 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 3723 members 
Mstep: Class 23 contains 1936 members 
Mstep: Class 24 contains 1677 members 
Mstep: Class 25 contains 9770 members 
Mstep: Class 26 contains 19852 members 
Mstep: Class 27 contains 3971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154555440.000000 Penalty: 94130.875000
Iteration 118Q: 28 clusters Score -1.545554e+08 nChanged 4961
Entering ConstructFrom: 
Score: -154555440.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (57732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57732 members 
Entering Unmasked Estep 
Score: -7247080.000000 Penalty: 2718.964600
	Iteration 0F: 2 clusters Score -7247080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -7208416.000000 Penalty: 5437.929199
	Iteration 0F: 3 clusters Score -7208416 nChanged 26828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -7223145.000000 Penalty: 5437.929199
	Iteration 1F: 3 clusters Score -7223145 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -7223695.500000 Penalty: 5437.929199
	Iteration 2Q: 3 clusters Score -7223696 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -7224270.500000 Penalty: 5437.929199
	Iteration 3Q: 3 clusters Score -7224270 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -7224957.000000 Penalty: 5437.929199
	Iteration 4Q: 3 clusters Score -7224957 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -7225733.500000 Penalty: 5437.929199
	Iteration 5Q: 3 clusters Score -7225734 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -7226662.500000 Penalty: 5437.929199
	Iteration 6Q: 3 clusters Score -7226662 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -7227641.500000 Penalty: 5437.929199
	Iteration 7Q: 3 clusters Score -7227642 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -7228681.000000 Penalty: 5437.929199
	Iteration 8Q: 3 clusters Score -7228681 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -7229802.000000 Penalty: 5437.929199
	Iteration 9Q: 3 clusters Score -7229802 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -7230798.500000 Penalty: 5437.929199
	Iteration 10Q: 3 clusters Score -7230798 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -7231723.500000 Penalty: 5437.929199
	Iteration 11Q: 3 clusters Score -7231724 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -7232713.500000 Penalty: 5437.929199
	Iteration 12Q: 3 clusters Score -7232714 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -7233819.500000 Penalty: 5437.929199
	Iteration 13Q: 3 clusters Score -7233820 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -7235058.500000 Penalty: 5437.929199
	Iteration 14Q: 3 clusters Score -7235058 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -7236264.000000 Penalty: 5437.929199
	Iteration 15Q: 3 clusters Score -7236264 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -7237400.500000 Penalty: 5437.929199
	Iteration 16Q: 3 clusters Score -7237400 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -7238344.000000 Penalty: 5437.929199
	Iteration 17Q: 3 clusters Score -7238344 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -7239289.500000 Penalty: 5437.929199
	Iteration 18Q: 3 clusters Score -7239290 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -7240049.000000 Penalty: 5437.929199
	Iteration 19Q: 3 clusters Score -7240049 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -7240726.000000 Penalty: 5437.929199
	Iteration 20F: 3 clusters Score -7240726 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -7241358.500000 Penalty: 5437.929199
	Iteration 21Q: 3 clusters Score -7241358 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -7241946.000000 Penalty: 5437.929199
	Iteration 22Q: 3 clusters Score -7241946 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -7242500.500000 Penalty: 5437.929199
	Iteration 23Q: 3 clusters Score -7242500 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -7242998.500000 Penalty: 5437.929199
	Iteration 24Q: 3 clusters Score -7242998 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53908 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -7243363.000000 Penalty: 5437.929199
	Iteration 25Q: 3 clusters Score -7243363 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -7243709.500000 Penalty: 5437.929199
	Iteration 26Q: 3 clusters Score -7243710 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -7243980.000000 Penalty: 5437.929199
	Iteration 27Q: 3 clusters Score -7243980 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55477 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -7244118.000000 Penalty: 5437.929199
	Iteration 28Q: 3 clusters Score -7244118 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -7244256.000000 Penalty: 5437.929199
	Iteration 29Q: 3 clusters Score -7244256 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55984 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -7244332.000000 Penalty: 5437.929199
	Iteration 30Q: 3 clusters Score -7244332 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -7244429.000000 Penalty: 5437.929199
	Iteration 31Q: 3 clusters Score -7244429 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -7244485.500000 Penalty: 5437.929199
	Iteration 32Q: 3 clusters Score -7244486 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -7244531.000000 Penalty: 5437.929199
	Iteration 33Q: 3 clusters Score -7244531 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56474 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7244576.500000 Penalty: 5437.929199
	Iteration 34Q: 3 clusters Score -7244576 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56556 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7244621.000000 Penalty: 5437.929199
	Iteration 35Q: 3 clusters Score -7244621 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56632 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7244666.500000 Penalty: 5437.929199
	Iteration 36Q: 3 clusters Score -7244666 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56691 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7244702.500000 Penalty: 5437.929199
	Iteration 37Q: 3 clusters Score -7244702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56743 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7244726.500000 Penalty: 5437.929199
	Iteration 38Q: 3 clusters Score -7244726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56779 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7244768.500000 Penalty: 5437.929199
	Iteration 39Q: 3 clusters Score -7244768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7244783.500000 Penalty: 5437.929199
	Iteration 40F: 3 clusters Score -7244784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56851 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7244793.000000 Penalty: 5437.929199
	Iteration 41Q: 3 clusters Score -7244793 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56881 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7244810.500000 Penalty: 5437.929199
	Iteration 42Q: 3 clusters Score -7244810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7244831.000000 Penalty: 5437.929199
	Iteration 43Q: 3 clusters Score -7244831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7244842.000000 Penalty: 5437.929199
	Iteration 44Q: 3 clusters Score -7244842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56929 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7244841.500000 Penalty: 5437.929199
	Iteration 45Q: 3 clusters Score -7244842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7244857.500000 Penalty: 5437.929199
	Iteration 46Q: 3 clusters Score -7244858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56952 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7244865.500000 Penalty: 5437.929199
	Iteration 47Q: 3 clusters Score -7244866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56956 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7244867.000000 Penalty: 5437.929199
	Iteration 48Q: 3 clusters Score -7244867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -7244881.000000 Penalty: 5437.929199
	Iteration 49Q: 3 clusters Score -7244881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56972 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7244891.000000 Penalty: 5437.929199
	Iteration 50Q: 3 clusters Score -7244891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56976 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7244887.500000 Penalty: 5437.929199
	Iteration 51Q: 3 clusters Score -7244888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7244892.000000 Penalty: 5437.929199
	Iteration 52Q: 3 clusters Score -7244892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7244897.500000 Penalty: 5437.929199
	Iteration 53Q: 3 clusters Score -7244898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56991 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7244901.500000 Penalty: 5437.929199
	Iteration 54Q: 3 clusters Score -7244902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56998 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -7244908.000000 Penalty: 5437.929199
	Iteration 55Q: 3 clusters Score -7244908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -7244923.500000 Penalty: 5437.929199
	Iteration 56Q: 3 clusters Score -7244924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57008 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7244925.000000 Penalty: 5437.929199
	Iteration 57Q: 3 clusters Score -7244925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7244926.500000 Penalty: 5437.929199
	Iteration 58Q: 3 clusters Score -7244926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7244925.000000 Penalty: 5437.929199
	Iteration 59Q: 3 clusters Score -7244925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7244924.000000 Penalty: 5437.929199
	Iteration 60F: 3 clusters Score -7244924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Entering Unmasked Estep 
Score: -235568.015625 Penalty: 1896.058594
	Iteration 0F: 2 clusters Score -235568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -232943.187500 Penalty: 3792.117188
	Iteration 0F: 3 clusters Score -232943.2 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -233589.718750 Penalty: 3792.117188
	Iteration 1F: 3 clusters Score -233589.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -234003.828125 Penalty: 3792.117188
	Iteration 2F: 3 clusters Score -234003.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -234487.453125 Penalty: 3792.117188
	Iteration 3F: 3 clusters Score -234487.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -234903.515625 Penalty: 3792.117188
	Iteration 4F: 3 clusters Score -234903.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -235232.656250 Penalty: 3792.117188
	Iteration 5F: 3 clusters Score -235232.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -235337.296875 Penalty: 3792.117188
	Iteration 6Q: 3 clusters Score -235337.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -235402.437500 Penalty: 3792.117188
	Iteration 7Q: 3 clusters Score -235402.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -235465.328125 Penalty: 3792.117188
	Iteration 8Q: 3 clusters Score -235465.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -235521.515625 Penalty: 3792.117188
	Iteration 9Q: 3 clusters Score -235521.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -235582.906250 Penalty: 3792.117188
	Iteration 10Q: 3 clusters Score -235582.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -235655.437500 Penalty: 3792.117188
	Iteration 11Q: 3 clusters Score -235655.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -235724.109375 Penalty: 3792.117188
	Iteration 12Q: 3 clusters Score -235724.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -235795.234375 Penalty: 3792.117188
	Iteration 13Q: 3 clusters Score -235795.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -235882.078125 Penalty: 3792.117188
	Iteration 14Q: 3 clusters Score -235882.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -235963.921875 Penalty: 3792.117188
	Iteration 15Q: 3 clusters Score -235963.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -236047.296875 Penalty: 3792.117188
	Iteration 16Q: 3 clusters Score -236047.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -236115.140625 Penalty: 3792.117188
	Iteration 17Q: 3 clusters Score -236115.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -236180.218750 Penalty: 3792.117188
	Iteration 18Q: 3 clusters Score -236180.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -236232.109375 Penalty: 3792.117188
	Iteration 19Q: 3 clusters Score -236232.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -236253.609375 Penalty: 3792.117188
	Iteration 20F: 3 clusters Score -236253.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -236266.328125 Penalty: 3792.117188
	Iteration 21Q: 3 clusters Score -236266.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -236267.406250 Penalty: 3792.117188
	Iteration 22Q: 3 clusters Score -236267.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -236271.312500 Penalty: 3792.117188
	Iteration 23Q: 3 clusters Score -236271.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -236272.218750 Penalty: 3792.117188
	Iteration 24Q: 3 clusters Score -236272.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -236274.343750 Penalty: 3792.117188
	Iteration 25Q: 3 clusters Score -236274.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -236275.187500 Penalty: 3792.117188
	Iteration 26Q: 3 clusters Score -236275.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -236275.187500 Penalty: 3792.117188
	Iteration 27F: 3 clusters Score -236275.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 17064 members 
Mstep: Class 4 contains 10620 members 
Mstep: Class 5 contains 31003 members 
Mstep: Class 6 contains 196716 members 
Mstep: Class 7 contains 16811 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43906 members 
Mstep: Class 10 contains 9791 members 
Mstep: Class 11 contains 18813 members 
Mstep: Class 12 contains 83511 members 
Mstep: Class 13 contains 9493 members 
Mstep: Class 14 contains 60906 members 
Mstep: Class 15 contains 3854 members 
Mstep: Class 16 contains 231558 members 
Mstep: Class 17 contains 187729 members 
Mstep: Class 18 contains 16384 members 
Mstep: Class 19 contains 10642 members 
Mstep: Class 20 contains 220900 members 
Mstep: Class 21 contains 2840 members 
Mstep: Class 22 contains 3720 members 
Mstep: Class 23 contains 1936 members 
Mstep: Class 24 contains 1686 members 
Mstep: Class 25 contains 9791 members 
Mstep: Class 26 contains 19848 members 
Mstep: Class 27 contains 3971 members 
Mstep: Class 28 contains 729 members 
Entering Unmasked Estep 
Score: -154553152.000000 Penalty: 97617.203125
Splitting cluster 2 changes total score from -154555440.000000 to -154553152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (17064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Entering Unmasked Estep 
Score: -2101035.000000 Penalty: 2416.692139
	Iteration 0F: 2 clusters Score -2101035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2088942.125000 Penalty: 4833.384277
	Iteration 0F: 3 clusters Score -2088942 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2092842.000000 Penalty: 4833.384277
	Iteration 1F: 3 clusters Score -2092842 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2093214.125000 Penalty: 4833.384277
	Iteration 2F: 3 clusters Score -2093214 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2093489.875000 Penalty: 4833.384277
	Iteration 3Q: 3 clusters Score -2093490 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2093711.000000 Penalty: 4833.384277
	Iteration 4Q: 3 clusters Score -2093711 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2093901.375000 Penalty: 4833.384277
	Iteration 5Q: 3 clusters Score -2093901 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2094070.125000 Penalty: 4833.384277
	Iteration 6Q: 3 clusters Score -2094070 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2094257.125000 Penalty: 4833.384277
	Iteration 7Q: 3 clusters Score -2094257 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2094482.375000 Penalty: 4833.384277
	Iteration 8Q: 3 clusters Score -2094482 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2094760.125000 Penalty: 4833.384277
	Iteration 9Q: 3 clusters Score -2094760 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2095099.375000 Penalty: 4833.384277
	Iteration 10Q: 3 clusters Score -2095099 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2095483.875000 Penalty: 4833.384277
	Iteration 11Q: 3 clusters Score -2095484 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2095961.875000 Penalty: 4833.384277
	Iteration 12Q: 3 clusters Score -2095962 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2096531.875000 Penalty: 4833.384277
	Iteration 13Q: 3 clusters Score -2096532 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2097135.375000 Penalty: 4833.384277
	Iteration 14Q: 3 clusters Score -2097135 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2097631.250000 Penalty: 4833.384277
	Iteration 15Q: 3 clusters Score -2097631 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2098043.750000 Penalty: 4833.384277
	Iteration 16Q: 3 clusters Score -2098044 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2098364.750000 Penalty: 4833.384277
	Iteration 17Q: 3 clusters Score -2098365 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2098561.250000 Penalty: 4833.384277
	Iteration 18Q: 3 clusters Score -2098561 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2098682.500000 Penalty: 4833.384277
	Iteration 19Q: 3 clusters Score -2098682 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2098765.750000 Penalty: 4833.384277
	Iteration 20F: 3 clusters Score -2098766 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2098809.250000 Penalty: 4833.384277
	Iteration 21Q: 3 clusters Score -2098809 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2098848.000000 Penalty: 4833.384277
	Iteration 22Q: 3 clusters Score -2098848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2098869.750000 Penalty: 4833.384277
	Iteration 23Q: 3 clusters Score -2098870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2098883.500000 Penalty: 4833.384277
	Iteration 24Q: 3 clusters Score -2098884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2098896.750000 Penalty: 4833.384277
	Iteration 25Q: 3 clusters Score -2098897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2098911.750000 Penalty: 4833.384277
	Iteration 26Q: 3 clusters Score -2098912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2098917.000000 Penalty: 4833.384277
	Iteration 27Q: 3 clusters Score -2098917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2098917.250000 Penalty: 4833.384277
	Iteration 28Q: 3 clusters Score -2098917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2098916.500000 Penalty: 4833.384277
	Iteration 29Q: 3 clusters Score -2098916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2098919.000000 Penalty: 4833.384277
	Iteration 30Q: 3 clusters Score -2098919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2098928.000000 Penalty: 4833.384277
	Iteration 31Q: 3 clusters Score -2098928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2098928.500000 Penalty: 4833.384277
	Iteration 32Q: 3 clusters Score -2098928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2098932.250000 Penalty: 4833.384277
	Iteration 33Q: 3 clusters Score -2098932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2098933.000000 Penalty: 4833.384277
	Iteration 34Q: 3 clusters Score -2098933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2098935.500000 Penalty: 4833.384277
	Iteration 35Q: 3 clusters Score -2098936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2098936.000000 Penalty: 4833.384277
	Iteration 36Q: 3 clusters Score -2098936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2098936.000000 Penalty: 4833.384277
	Iteration 37F: 3 clusters Score -2098936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Entering Unmasked Estep 
Score: -1260911.625000 Penalty: 2299.082520
	Iteration 0F: 2 clusters Score -1260912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1252884.375000 Penalty: 4598.165039
	Iteration 0F: 3 clusters Score -1252884 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1255221.000000 Penalty: 4598.165039
	Iteration 1F: 3 clusters Score -1255221 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1255566.375000 Penalty: 4598.165039
	Iteration 2F: 3 clusters Score -1255566 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1255840.375000 Penalty: 4598.165039
	Iteration 3F: 3 clusters Score -1255840 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1256067.375000 Penalty: 4598.165039
	Iteration 4Q: 3 clusters Score -1256067 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1256269.000000 Penalty: 4598.165039
	Iteration 5Q: 3 clusters Score -1256269 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1256474.125000 Penalty: 4598.165039
	Iteration 6Q: 3 clusters Score -1256474 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1256666.875000 Penalty: 4598.165039
	Iteration 7Q: 3 clusters Score -1256667 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1256870.375000 Penalty: 4598.165039
	Iteration 8Q: 3 clusters Score -1256870 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1257099.625000 Penalty: 4598.165039
	Iteration 9Q: 3 clusters Score -1257100 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1257336.375000 Penalty: 4598.165039
	Iteration 10Q: 3 clusters Score -1257336 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1257527.875000 Penalty: 4598.165039
	Iteration 11Q: 3 clusters Score -1257528 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1257749.125000 Penalty: 4598.165039
	Iteration 12Q: 3 clusters Score -1257749 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1257962.125000 Penalty: 4598.165039
	Iteration 13Q: 3 clusters Score -1257962 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1258164.750000 Penalty: 4598.165039
	Iteration 14Q: 3 clusters Score -1258165 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1258334.500000 Penalty: 4598.165039
	Iteration 15Q: 3 clusters Score -1258334 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1258474.125000 Penalty: 4598.165039
	Iteration 16Q: 3 clusters Score -1258474 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1258556.750000 Penalty: 4598.165039
	Iteration 17Q: 3 clusters Score -1258557 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1258619.625000 Penalty: 4598.165039
	Iteration 18Q: 3 clusters Score -1258620 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1258660.375000 Penalty: 4598.165039
	Iteration 19Q: 3 clusters Score -1258660 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1258686.500000 Penalty: 4598.165039
	Iteration 20F: 3 clusters Score -1258686 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1258708.500000 Penalty: 4598.165039
	Iteration 21Q: 3 clusters Score -1258708 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1258724.375000 Penalty: 4598.165039
	Iteration 22Q: 3 clusters Score -1258724 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1258738.625000 Penalty: 4598.165039
	Iteration 23Q: 3 clusters Score -1258739 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1258748.625000 Penalty: 4598.165039
	Iteration 24Q: 3 clusters Score -1258749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1258759.125000 Penalty: 4598.165039
	Iteration 25Q: 3 clusters Score -1258759 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1258761.750000 Penalty: 4598.165039
	Iteration 26Q: 3 clusters Score -1258762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1258767.125000 Penalty: 4598.165039
	Iteration 27Q: 3 clusters Score -1258767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1258767.500000 Penalty: 4598.165039
	Iteration 28Q: 3 clusters Score -1258768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1258771.750000 Penalty: 4598.165039
	Iteration 29Q: 3 clusters Score -1258772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1258772.250000 Penalty: 4598.165039
	Iteration 30Q: 3 clusters Score -1258772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1258774.125000 Penalty: 4598.165039
	Iteration 31Q: 3 clusters Score -1258774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1258774.000000 Penalty: 4598.165039
	Iteration 32Q: 3 clusters Score -1258774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1258774.375000 Penalty: 4598.165039
	Iteration 33Q: 3 clusters Score -1258774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1258776.875000 Penalty: 4598.165039
	Iteration 34Q: 3 clusters Score -1258777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1258780.125000 Penalty: 4598.165039
	Iteration 35Q: 3 clusters Score -1258780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1258778.125000 Penalty: 4598.165039
	Iteration 36Q: 3 clusters Score -1258778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1258776.875000 Penalty: 4598.165039
	Iteration 37Q: 3 clusters Score -1258777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1258778.875000 Penalty: 4598.165039
	Iteration 38Q: 3 clusters Score -1258779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1258777.000000 Penalty: 4598.165039
	Iteration 39Q: 3 clusters Score -1258777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1258779.500000 Penalty: 4598.165039
	Iteration 40F: 3 clusters Score -1258780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1258777.625000 Penalty: 4598.165039
	Iteration 41Q: 3 clusters Score -1258778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1258779.250000 Penalty: 4598.165039
	Iteration 42Q: 3 clusters Score -1258779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1258776.875000 Penalty: 4598.165039
	Iteration 43Q: 3 clusters Score -1258777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1258779.500000 Penalty: 4598.165039
	Iteration 44Q: 3 clusters Score -1258780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1258780.500000 Penalty: 4598.165039
	Iteration 45Q: 3 clusters Score -1258780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1258780.250000 Penalty: 4598.165039
	Iteration 46Q: 3 clusters Score -1258780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1258780.375000 Penalty: 4598.165039
	Iteration 47Q: 3 clusters Score -1258780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1258781.500000 Penalty: 4598.165039
	Iteration 48Q: 3 clusters Score -1258782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1258781.625000 Penalty: 4598.165039
	Iteration 49Q: 3 clusters Score -1258782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1258782.000000 Penalty: 4598.165039
	Iteration 50Q: 3 clusters Score -1258782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1258782.500000 Penalty: 4598.165039
	Iteration 51Q: 3 clusters Score -1258782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1258783.750000 Penalty: 4598.165039
	Iteration 52Q: 3 clusters Score -1258784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1258782.500000 Penalty: 4598.165039
	Iteration 53Q: 3 clusters Score -1258782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1258783.625000 Penalty: 4598.165039
	Iteration 54Q: 3 clusters Score -1258784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1258784.875000 Penalty: 4598.165039
	Iteration 55Q: 3 clusters Score -1258785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1258786.500000 Penalty: 4598.165039
	Iteration 56Q: 3 clusters Score -1258786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1258786.125000 Penalty: 4598.165039
	Iteration 57Q: 3 clusters Score -1258786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1258785.375000 Penalty: 4598.165039
	Iteration 58Q: 3 clusters Score -1258785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1258784.500000 Penalty: 4598.165039
	Iteration 59Q: 3 clusters Score -1258784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1258784.500000 Penalty: 4598.165039
	Iteration 60F: 3 clusters Score -1258784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Entering Unmasked Estep 
Score: -3923454.000000 Penalty: 2564.776123
	Iteration 0F: 2 clusters Score -3923454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3902189.750000 Penalty: 5129.552246
	Iteration 0F: 3 clusters Score -3902190 nChanged 14012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -3909837.250000 Penalty: 5129.552246
	Iteration 1F: 3 clusters Score -3909837 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -3910276.500000 Penalty: 5129.552246
	Iteration 2Q: 3 clusters Score -3910276 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3910654.250000 Penalty: 5129.552246
	Iteration 3Q: 3 clusters Score -3910654 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3911013.750000 Penalty: 5129.552246
	Iteration 4Q: 3 clusters Score -3911014 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -3911356.250000 Penalty: 5129.552246
	Iteration 5Q: 3 clusters Score -3911356 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3911748.500000 Penalty: 5129.552246
	Iteration 6Q: 3 clusters Score -3911748 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -3912246.750000 Penalty: 5129.552246
	Iteration 7Q: 3 clusters Score -3912247 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -3912788.250000 Penalty: 5129.552246
	Iteration 8Q: 3 clusters Score -3912788 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -3913478.250000 Penalty: 5129.552246
	Iteration 9Q: 3 clusters Score -3913478 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -3914297.750000 Penalty: 5129.552246
	Iteration 10Q: 3 clusters Score -3914298 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -3915198.000000 Penalty: 5129.552246
	Iteration 11Q: 3 clusters Score -3915198 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -3916147.750000 Penalty: 5129.552246
	Iteration 12Q: 3 clusters Score -3916148 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -3916976.500000 Penalty: 5129.552246
	Iteration 13Q: 3 clusters Score -3916976 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -3917575.500000 Penalty: 5129.552246
	Iteration 14Q: 3 clusters Score -3917576 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -3917933.500000 Penalty: 5129.552246
	Iteration 15Q: 3 clusters Score -3917934 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -3918194.250000 Penalty: 5129.552246
	Iteration 16Q: 3 clusters Score -3918194 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -3918376.750000 Penalty: 5129.552246
	Iteration 17Q: 3 clusters Score -3918377 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -3918528.250000 Penalty: 5129.552246
	Iteration 18Q: 3 clusters Score -3918528 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -3918649.500000 Penalty: 5129.552246
	Iteration 19Q: 3 clusters Score -3918650 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -3918762.750000 Penalty: 5129.552246
	Iteration 20F: 3 clusters Score -3918763 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -3918891.000000 Penalty: 5129.552246
	Iteration 21Q: 3 clusters Score -3918891 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -3919019.000000 Penalty: 5129.552246
	Iteration 22Q: 3 clusters Score -3919019 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -3919118.750000 Penalty: 5129.552246
	Iteration 23Q: 3 clusters Score -3919119 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -3919220.000000 Penalty: 5129.552246
	Iteration 24Q: 3 clusters Score -3919220 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -3919345.000000 Penalty: 5129.552246
	Iteration 25Q: 3 clusters Score -3919345 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -3919440.750000 Penalty: 5129.552246
	Iteration 26Q: 3 clusters Score -3919441 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -3919550.500000 Penalty: 5129.552246
	Iteration 27Q: 3 clusters Score -3919550 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -3919643.250000 Penalty: 5129.552246
	Iteration 28Q: 3 clusters Score -3919643 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3919760.000000 Penalty: 5129.552246
	Iteration 29Q: 3 clusters Score -3919760 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3919881.000000 Penalty: 5129.552246
	Iteration 30Q: 3 clusters Score -3919881 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -3919996.250000 Penalty: 5129.552246
	Iteration 31Q: 3 clusters Score -3919996 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -3920105.000000 Penalty: 5129.552246
	Iteration 32Q: 3 clusters Score -3920105 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3920211.000000 Penalty: 5129.552246
	Iteration 33Q: 3 clusters Score -3920211 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3920301.000000 Penalty: 5129.552246
	Iteration 34Q: 3 clusters Score -3920301 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3920403.250000 Penalty: 5129.552246
	Iteration 35Q: 3 clusters Score -3920403 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3920506.500000 Penalty: 5129.552246
	Iteration 36Q: 3 clusters Score -3920506 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3920598.250000 Penalty: 5129.552246
	Iteration 37Q: 3 clusters Score -3920598 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3920680.750000 Penalty: 5129.552246
	Iteration 38Q: 3 clusters Score -3920681 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3920772.000000 Penalty: 5129.552246
	Iteration 39Q: 3 clusters Score -3920772 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3920840.250000 Penalty: 5129.552246
	Iteration 40F: 3 clusters Score -3920840 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3920915.000000 Penalty: 5129.552246
	Iteration 41Q: 3 clusters Score -3920915 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3920962.000000 Penalty: 5129.552246
	Iteration 42Q: 3 clusters Score -3920962 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3921019.500000 Penalty: 5129.552246
	Iteration 43Q: 3 clusters Score -3921020 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3921062.750000 Penalty: 5129.552246
	Iteration 44Q: 3 clusters Score -3921063 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3921092.250000 Penalty: 5129.552246
	Iteration 45Q: 3 clusters Score -3921092 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3921121.000000 Penalty: 5129.552246
	Iteration 46Q: 3 clusters Score -3921121 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3921145.250000 Penalty: 5129.552246
	Iteration 47Q: 3 clusters Score -3921145 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3921164.250000 Penalty: 5129.552246
	Iteration 48Q: 3 clusters Score -3921164 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3921182.750000 Penalty: 5129.552246
	Iteration 49Q: 3 clusters Score -3921183 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3921195.500000 Penalty: 5129.552246
	Iteration 50Q: 3 clusters Score -3921196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3921204.750000 Penalty: 5129.552246
	Iteration 51Q: 3 clusters Score -3921205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3921214.250000 Penalty: 5129.552246
	Iteration 52Q: 3 clusters Score -3921214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3921219.500000 Penalty: 5129.552246
	Iteration 53Q: 3 clusters Score -3921220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3921233.750000 Penalty: 5129.552246
	Iteration 54Q: 3 clusters Score -3921234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3921239.000000 Penalty: 5129.552246
	Iteration 55Q: 3 clusters Score -3921239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3921244.000000 Penalty: 5129.552246
	Iteration 56Q: 3 clusters Score -3921244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3921255.250000 Penalty: 5129.552246
	Iteration 57Q: 3 clusters Score -3921255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3921259.750000 Penalty: 5129.552246
	Iteration 58Q: 3 clusters Score -3921260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3921264.750000 Penalty: 5129.552246
	Iteration 59Q: 3 clusters Score -3921265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3921265.250000 Penalty: 5129.552246
	Iteration 60F: 3 clusters Score -3921265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3921269.500000 Penalty: 5129.552246
	Iteration 61Q: 3 clusters Score -3921270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3921275.500000 Penalty: 5129.552246
	Iteration 62Q: 3 clusters Score -3921276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3921280.500000 Penalty: 5129.552246
	Iteration 63Q: 3 clusters Score -3921280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3921282.000000 Penalty: 5129.552246
	Iteration 64Q: 3 clusters Score -3921282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3921287.750000 Penalty: 5129.552246
	Iteration 65Q: 3 clusters Score -3921288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3921288.250000 Penalty: 5129.552246
	Iteration 66Q: 3 clusters Score -3921288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3921291.500000 Penalty: 5129.552246
	Iteration 67Q: 3 clusters Score -3921292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3921293.500000 Penalty: 5129.552246
	Iteration 68Q: 3 clusters Score -3921294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3921293.750000 Penalty: 5129.552246
	Iteration 69Q: 3 clusters Score -3921294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3921295.000000 Penalty: 5129.552246
	Iteration 70Q: 3 clusters Score -3921295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3921298.250000 Penalty: 5129.552246
	Iteration 71Q: 3 clusters Score -3921298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3921298.250000 Penalty: 5129.552246
	Iteration 72F: 3 clusters Score -3921298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (196716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196716 members 
Entering Unmasked Estep 
Score: -24653168.000000 Penalty: 3023.000000
	Iteration 0F: 2 clusters Score -2.465317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98268 members 
Mstep: Class 2 contains 98448 members 
Entering Unmasked Estep 
Score: -24529392.000000 Penalty: 6046.000000
	Iteration 0F: 3 clusters Score -2.452939e+07 nChanged 94578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96432 members 
Mstep: Class 2 contains 100284 members 
Entering Unmasked Estep 
Score: -24584386.000000 Penalty: 6046.000000
	Iteration 1F: 3 clusters Score -2.458439e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95362 members 
Mstep: Class 2 contains 101354 members 
Entering Unmasked Estep 
Score: -24585728.000000 Penalty: 6046.000000
	Iteration 2Q: 3 clusters Score -2.458573e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93542 members 
Mstep: Class 2 contains 103174 members 
Entering Unmasked Estep 
Score: -24587598.000000 Penalty: 6046.000000
	Iteration 3Q: 3 clusters Score -2.45876e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90640 members 
Mstep: Class 2 contains 106076 members 
Entering Unmasked Estep 
Score: -24590880.000000 Penalty: 6046.000000
	Iteration 4Q: 3 clusters Score -2.459088e+07 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86075 members 
Mstep: Class 2 contains 110641 members 
Entering Unmasked Estep 
Score: -24596096.000000 Penalty: 6046.000000
	Iteration 5F: 3 clusters Score -2.45961e+07 nChanged 12842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 117353 members 
Entering Unmasked Estep 
Score: -24604044.000000 Penalty: 6046.000000
	Iteration 6F: 3 clusters Score -2.460404e+07 nChanged 14415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70796 members 
Mstep: Class 2 contains 125920 members 
Entering Unmasked Estep 
Score: -24614634.000000 Penalty: 6046.000000
	Iteration 7F: 3 clusters Score -2.461463e+07 nChanged 14040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62040 members 
Mstep: Class 2 contains 134676 members 
Entering Unmasked Estep 
Score: -24625854.000000 Penalty: 6046.000000
	Iteration 8F: 3 clusters Score -2.462585e+07 nChanged 11659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 141939 members 
Entering Unmasked Estep 
Score: -24634992.000000 Penalty: 6046.000000
	Iteration 9F: 3 clusters Score -2.463499e+07 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 147301 members 
Entering Unmasked Estep 
Score: -24640234.000000 Penalty: 6046.000000
	Iteration 10Q: 3 clusters Score -2.464023e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 151611 members 
Entering Unmasked Estep 
Score: -24642952.000000 Penalty: 6046.000000
	Iteration 11Q: 3 clusters Score -2.464295e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 155432 members 
Entering Unmasked Estep 
Score: -24644880.000000 Penalty: 6046.000000
	Iteration 12Q: 3 clusters Score -2.464488e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 159279 members 
Entering Unmasked Estep 
Score: -24646518.000000 Penalty: 6046.000000
	Iteration 13Q: 3 clusters Score -2.464652e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 163051 members 
Entering Unmasked Estep 
Score: -24647628.000000 Penalty: 6046.000000
	Iteration 14Q: 3 clusters Score -2.464763e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 166719 members 
Entering Unmasked Estep 
Score: -24648544.000000 Penalty: 6046.000000
	Iteration 15Q: 3 clusters Score -2.464854e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 170180 members 
Entering Unmasked Estep 
Score: -24649386.000000 Penalty: 6046.000000
	Iteration 16Q: 3 clusters Score -2.464939e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 173526 members 
Entering Unmasked Estep 
Score: -24649868.000000 Penalty: 6046.000000
	Iteration 17Q: 3 clusters Score -2.464987e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 176693 members 
Entering Unmasked Estep 
Score: -24650422.000000 Penalty: 6046.000000
	Iteration 18Q: 3 clusters Score -2.465042e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 179605 members 
Entering Unmasked Estep 
Score: -24650818.000000 Penalty: 6046.000000
	Iteration 19Q: 3 clusters Score -2.465082e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 182217 members 
Entering Unmasked Estep 
Score: -24651400.000000 Penalty: 6046.000000
	Iteration 20F: 3 clusters Score -2.46514e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 184513 members 
Entering Unmasked Estep 
Score: -24651712.000000 Penalty: 6046.000000
	Iteration 21Q: 3 clusters Score -2.465171e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 186517 members 
Entering Unmasked Estep 
Score: -24651990.000000 Penalty: 6046.000000
	Iteration 22Q: 3 clusters Score -2.465199e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 188098 members 
Entering Unmasked Estep 
Score: -24652062.000000 Penalty: 6046.000000
	Iteration 23Q: 3 clusters Score -2.465206e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 189398 members 
Entering Unmasked Estep 
Score: -24652030.000000 Penalty: 6046.000000
	Iteration 24Q: 3 clusters Score -2.465203e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 190409 members 
Entering Unmasked Estep 
Score: -24652056.000000 Penalty: 6046.000000
	Iteration 25Q: 3 clusters Score -2.465206e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 191237 members 
Entering Unmasked Estep 
Score: -24652166.000000 Penalty: 6046.000000
	Iteration 26Q: 3 clusters Score -2.465217e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 191868 members 
Entering Unmasked Estep 
Score: -24652192.000000 Penalty: 6046.000000
	Iteration 27Q: 3 clusters Score -2.465219e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 192375 members 
Entering Unmasked Estep 
Score: -24652120.000000 Penalty: 6046.000000
	Iteration 28Q: 3 clusters Score -2.465212e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 192777 members 
Entering Unmasked Estep 
Score: -24652134.000000 Penalty: 6046.000000
	Iteration 29Q: 3 clusters Score -2.465213e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 193132 members 
Entering Unmasked Estep 
Score: -24652138.000000 Penalty: 6046.000000
	Iteration 30Q: 3 clusters Score -2.465214e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 193421 members 
Entering Unmasked Estep 
Score: -24652206.000000 Penalty: 6046.000000
	Iteration 31Q: 3 clusters Score -2.465221e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 193618 members 
Entering Unmasked Estep 
Score: -24652218.000000 Penalty: 6046.000000
	Iteration 32Q: 3 clusters Score -2.465222e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 193782 members 
Entering Unmasked Estep 
Score: -24652236.000000 Penalty: 6046.000000
	Iteration 33Q: 3 clusters Score -2.465224e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 193927 members 
Entering Unmasked Estep 
Score: -24652250.000000 Penalty: 6046.000000
	Iteration 34Q: 3 clusters Score -2.465225e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 194054 members 
Entering Unmasked Estep 
Score: -24652248.000000 Penalty: 6046.000000
	Iteration 35Q: 3 clusters Score -2.465225e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 194158 members 
Entering Unmasked Estep 
Score: -24652292.000000 Penalty: 6046.000000
	Iteration 36Q: 3 clusters Score -2.465229e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 194252 members 
Entering Unmasked Estep 
Score: -24652270.000000 Penalty: 6046.000000
	Iteration 37Q: 3 clusters Score -2.465227e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 194314 members 
Entering Unmasked Estep 
Score: -24652276.000000 Penalty: 6046.000000
	Iteration 38Q: 3 clusters Score -2.465228e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 194376 members 
Entering Unmasked Estep 
Score: -24652280.000000 Penalty: 6046.000000
	Iteration 39Q: 3 clusters Score -2.465228e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 194438 members 
Entering Unmasked Estep 
Score: -24652258.000000 Penalty: 6046.000000
	Iteration 40F: 3 clusters Score -2.465226e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 194500 members 
Entering Unmasked Estep 
Score: -24652276.000000 Penalty: 6046.000000
	Iteration 41Q: 3 clusters Score -2.465228e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 194564 members 
Entering Unmasked Estep 
Score: -24652296.000000 Penalty: 6046.000000
	Iteration 42Q: 3 clusters Score -2.46523e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 194629 members 
Entering Unmasked Estep 
Score: -24652312.000000 Penalty: 6046.000000
	Iteration 43Q: 3 clusters Score -2.465231e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 194663 members 
Entering Unmasked Estep 
Score: -24652278.000000 Penalty: 6046.000000
	Iteration 44Q: 3 clusters Score -2.465228e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 194686 members 
Entering Unmasked Estep 
Score: -24652288.000000 Penalty: 6046.000000
	Iteration 45Q: 3 clusters Score -2.465229e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 194711 members 
Entering Unmasked Estep 
Score: -24652276.000000 Penalty: 6046.000000
	Iteration 46Q: 3 clusters Score -2.465228e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 194728 members 
Entering Unmasked Estep 
Score: -24652296.000000 Penalty: 6046.000000
	Iteration 47Q: 3 clusters Score -2.46523e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 194745 members 
Entering Unmasked Estep 
Score: -24652240.000000 Penalty: 6046.000000
	Iteration 48Q: 3 clusters Score -2.465224e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 194754 members 
Entering Unmasked Estep 
Score: -24652248.000000 Penalty: 6046.000000
	Iteration 49Q: 3 clusters Score -2.465225e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 194772 members 
Entering Unmasked Estep 
Score: -24652294.000000 Penalty: 6046.000000
	Iteration 50Q: 3 clusters Score -2.465229e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 194793 members 
Entering Unmasked Estep 
Score: -24652316.000000 Penalty: 6046.000000
	Iteration 51Q: 3 clusters Score -2.465232e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 194794 members 
Entering Unmasked Estep 
Score: -24652340.000000 Penalty: 6046.000000
	Iteration 52Q: 3 clusters Score -2.465234e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 194805 members 
Entering Unmasked Estep 
Score: -24652304.000000 Penalty: 6046.000000
	Iteration 53Q: 3 clusters Score -2.46523e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 194811 members 
Entering Unmasked Estep 
Score: -24652314.000000 Penalty: 6046.000000
	Iteration 54Q: 3 clusters Score -2.465231e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 194816 members 
Entering Unmasked Estep 
Score: -24652308.000000 Penalty: 6046.000000
	Iteration 55Q: 3 clusters Score -2.465231e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 194816 members 
Entering Unmasked Estep 
Score: -24652336.000000 Penalty: 6046.000000
	Iteration 56Q: 3 clusters Score -2.465234e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 194826 members 
Entering Unmasked Estep 
Score: -24652342.000000 Penalty: 6046.000000
	Iteration 57Q: 3 clusters Score -2.465234e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 194833 members 
Entering Unmasked Estep 
Score: -24652360.000000 Penalty: 6046.000000
	Iteration 58Q: 3 clusters Score -2.465236e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 194827 members 
Entering Unmasked Estep 
Score: -24652398.000000 Penalty: 6046.000000
	Iteration 59Q: 3 clusters Score -2.46524e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 194818 members 
Entering Unmasked Estep 
Score: -24652400.000000 Penalty: 6046.000000
	Iteration 60F: 3 clusters Score -2.46524e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 194803 members 
Entering Unmasked Estep 
Score: -24652400.000000 Penalty: 6046.000000
	Iteration 61Q: 3 clusters Score -2.46524e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 194783 members 
Entering Unmasked Estep 
Score: -24652488.000000 Penalty: 6046.000000
	Iteration 62Q: 3 clusters Score -2.465249e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 194770 members 
Entering Unmasked Estep 
Score: -24652512.000000 Penalty: 6046.000000
	Iteration 63Q: 3 clusters Score -2.465251e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 194749 members 
Entering Unmasked Estep 
Score: -24652530.000000 Penalty: 6046.000000
	Iteration 64Q: 3 clusters Score -2.465253e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 194723 members 
Entering Unmasked Estep 
Score: -24652580.000000 Penalty: 6046.000000
	Iteration 65Q: 3 clusters Score -2.465258e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 194697 members 
Entering Unmasked Estep 
Score: -24652540.000000 Penalty: 6046.000000
	Iteration 66Q: 3 clusters Score -2.465254e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 194667 members 
Entering Unmasked Estep 
Score: -24652576.000000 Penalty: 6046.000000
	Iteration 67Q: 3 clusters Score -2.465258e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 194640 members 
Entering Unmasked Estep 
Score: -24652620.000000 Penalty: 6046.000000
	Iteration 68Q: 3 clusters Score -2.465262e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 194609 members 
Entering Unmasked Estep 
Score: -24652640.000000 Penalty: 6046.000000
	Iteration 69Q: 3 clusters Score -2.465264e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 194582 members 
Entering Unmasked Estep 
Score: -24652688.000000 Penalty: 6046.000000
	Iteration 70Q: 3 clusters Score -2.465269e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 194546 members 
Entering Unmasked Estep 
Score: -24652690.000000 Penalty: 6046.000000
	Iteration 71Q: 3 clusters Score -2.465269e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 194516 members 
Entering Unmasked Estep 
Score: -24652732.000000 Penalty: 6046.000000
	Iteration 72Q: 3 clusters Score -2.465273e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 194491 members 
Entering Unmasked Estep 
Score: -24652732.000000 Penalty: 6046.000000
	Iteration 73Q: 3 clusters Score -2.465273e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 194473 members 
Entering Unmasked Estep 
Score: -24652786.000000 Penalty: 6046.000000
	Iteration 74Q: 3 clusters Score -2.465279e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 194455 members 
Entering Unmasked Estep 
Score: -24652788.000000 Penalty: 6046.000000
	Iteration 75Q: 3 clusters Score -2.465279e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 194433 members 
Entering Unmasked Estep 
Score: -24652776.000000 Penalty: 6046.000000
	Iteration 76Q: 3 clusters Score -2.465278e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 194405 members 
Entering Unmasked Estep 
Score: -24652778.000000 Penalty: 6046.000000
	Iteration 77Q: 3 clusters Score -2.465278e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 194384 members 
Entering Unmasked Estep 
Score: -24652786.000000 Penalty: 6046.000000
	Iteration 78Q: 3 clusters Score -2.465279e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 194359 members 
Entering Unmasked Estep 
Score: -24652846.000000 Penalty: 6046.000000
	Iteration 79Q: 3 clusters Score -2.465285e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 194333 members 
Entering Unmasked Estep 
Score: -24652878.000000 Penalty: 6046.000000
	Iteration 80F: 3 clusters Score -2.465288e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 194296 members 
Entering Unmasked Estep 
Score: -24652902.000000 Penalty: 6046.000000
	Iteration 81Q: 3 clusters Score -2.46529e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 194271 members 
Entering Unmasked Estep 
Score: -24652896.000000 Penalty: 6046.000000
	Iteration 82Q: 3 clusters Score -2.46529e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 194249 members 
Entering Unmasked Estep 
Score: -24652918.000000 Penalty: 6046.000000
	Iteration 83Q: 3 clusters Score -2.465292e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 194223 members 
Entering Unmasked Estep 
Score: -24652930.000000 Penalty: 6046.000000
	Iteration 84Q: 3 clusters Score -2.465293e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 194200 members 
Entering Unmasked Estep 
Score: -24652956.000000 Penalty: 6046.000000
	Iteration 85Q: 3 clusters Score -2.465296e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 194184 members 
Entering Unmasked Estep 
Score: -24652952.000000 Penalty: 6046.000000
	Iteration 86Q: 3 clusters Score -2.465295e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 194170 members 
Entering Unmasked Estep 
Score: -24652960.000000 Penalty: 6046.000000
	Iteration 87Q: 3 clusters Score -2.465296e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 194148 members 
Entering Unmasked Estep 
Score: -24652982.000000 Penalty: 6046.000000
	Iteration 88Q: 3 clusters Score -2.465298e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 194139 members 
Entering Unmasked Estep 
Score: -24652946.000000 Penalty: 6046.000000
	Iteration 89Q: 3 clusters Score -2.465295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 194132 members 
Entering Unmasked Estep 
Score: -24652946.000000 Penalty: 6046.000000
	Iteration 90Q: 3 clusters Score -2.465295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 194125 members 
Entering Unmasked Estep 
Score: -24652948.000000 Penalty: 6046.000000
	Iteration 91Q: 3 clusters Score -2.465295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 194121 members 
Entering Unmasked Estep 
Score: -24652968.000000 Penalty: 6046.000000
	Iteration 92Q: 3 clusters Score -2.465297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 194119 members 
Entering Unmasked Estep 
Score: -24652980.000000 Penalty: 6046.000000
	Iteration 93Q: 3 clusters Score -2.465298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 194117 members 
Entering Unmasked Estep 
Score: -24652984.000000 Penalty: 6046.000000
	Iteration 94Q: 3 clusters Score -2.465298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 194116 members 
Entering Unmasked Estep 
Score: -24652980.000000 Penalty: 6046.000000
	Iteration 95Q: 3 clusters Score -2.465298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 194114 members 
Entering Unmasked Estep 
Score: -24652982.000000 Penalty: 6046.000000
	Iteration 96Q: 3 clusters Score -2.465298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 194113 members 
Entering Unmasked Estep 
Score: -24652976.000000 Penalty: 6046.000000
	Iteration 97Q: 3 clusters Score -2.465298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 194112 members 
Entering Unmasked Estep 
Score: -24652996.000000 Penalty: 6046.000000
	Iteration 98Q: 3 clusters Score -2.4653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 194111 members 
Entering Unmasked Estep 
Score: -24653000.000000 Penalty: 6046.000000
	Iteration 99Q: 3 clusters Score -2.4653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 194110 members 
Entering Unmasked Estep 
Score: -24652992.000000 Penalty: 6046.000000
	Iteration 100F: 3 clusters Score -2.465299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 194109 members 
Entering Unmasked Estep 
Score: -24652984.000000 Penalty: 6046.000000
	Iteration 101Q: 3 clusters Score -2.465298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 194109 members 
Entering Unmasked Estep 
Score: -24652984.000000 Penalty: 6046.000000
	Iteration 102F: 3 clusters Score -2.465298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Entering Unmasked Estep 
Score: -2108489.750000 Penalty: 2412.987549
	Iteration 0F: 2 clusters Score -2108490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2096449.875000 Penalty: 4825.975098
	Iteration 0F: 3 clusters Score -2096450 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2100368.750000 Penalty: 4825.975098
	Iteration 1F: 3 clusters Score -2100369 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2100776.750000 Penalty: 4825.975098
	Iteration 2F: 3 clusters Score -2100777 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2101063.750000 Penalty: 4825.975098
	Iteration 3Q: 3 clusters Score -2101064 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2101313.000000 Penalty: 4825.975098
	Iteration 4Q: 3 clusters Score -2101313 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2101550.000000 Penalty: 4825.975098
	Iteration 5Q: 3 clusters Score -2101550 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2101796.250000 Penalty: 4825.975098
	Iteration 6Q: 3 clusters Score -2101796 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2102072.500000 Penalty: 4825.975098
	Iteration 7Q: 3 clusters Score -2102072 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2102394.250000 Penalty: 4825.975098
	Iteration 8Q: 3 clusters Score -2102394 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2102757.500000 Penalty: 4825.975098
	Iteration 9Q: 3 clusters Score -2102758 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2103216.250000 Penalty: 4825.975098
	Iteration 10Q: 3 clusters Score -2103216 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2103754.500000 Penalty: 4825.975098
	Iteration 11Q: 3 clusters Score -2103754 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2104302.750000 Penalty: 4825.975098
	Iteration 12Q: 3 clusters Score -2104303 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2104785.000000 Penalty: 4825.975098
	Iteration 13Q: 3 clusters Score -2104785 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2105231.250000 Penalty: 4825.975098
	Iteration 14Q: 3 clusters Score -2105231 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2105551.250000 Penalty: 4825.975098
	Iteration 15Q: 3 clusters Score -2105551 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2105776.750000 Penalty: 4825.975098
	Iteration 16Q: 3 clusters Score -2105777 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2105964.750000 Penalty: 4825.975098
	Iteration 17Q: 3 clusters Score -2105965 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2106095.250000 Penalty: 4825.975098
	Iteration 18Q: 3 clusters Score -2106095 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2106170.500000 Penalty: 4825.975098
	Iteration 19Q: 3 clusters Score -2106170 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2106241.750000 Penalty: 4825.975098
	Iteration 20F: 3 clusters Score -2106242 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2106280.750000 Penalty: 4825.975098
	Iteration 21Q: 3 clusters Score -2106281 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2106319.500000 Penalty: 4825.975098
	Iteration 22Q: 3 clusters Score -2106320 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2106341.000000 Penalty: 4825.975098
	Iteration 23Q: 3 clusters Score -2106341 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2106365.250000 Penalty: 4825.975098
	Iteration 24Q: 3 clusters Score -2106365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2106382.000000 Penalty: 4825.975098
	Iteration 25Q: 3 clusters Score -2106382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2106400.000000 Penalty: 4825.975098
	Iteration 26Q: 3 clusters Score -2106400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2106405.500000 Penalty: 4825.975098
	Iteration 27Q: 3 clusters Score -2106406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2106414.250000 Penalty: 4825.975098
	Iteration 28Q: 3 clusters Score -2106414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2106421.250000 Penalty: 4825.975098
	Iteration 29Q: 3 clusters Score -2106421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2106421.500000 Penalty: 4825.975098
	Iteration 30Q: 3 clusters Score -2106422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2106431.250000 Penalty: 4825.975098
	Iteration 31Q: 3 clusters Score -2106431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2106443.250000 Penalty: 4825.975098
	Iteration 32Q: 3 clusters Score -2106443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2106452.250000 Penalty: 4825.975098
	Iteration 33Q: 3 clusters Score -2106452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2106460.000000 Penalty: 4825.975098
	Iteration 34Q: 3 clusters Score -2106460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2106469.500000 Penalty: 4825.975098
	Iteration 35Q: 3 clusters Score -2106470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2106477.000000 Penalty: 4825.975098
	Iteration 36Q: 3 clusters Score -2106477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2106478.000000 Penalty: 4825.975098
	Iteration 37Q: 3 clusters Score -2106478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2106478.250000 Penalty: 4825.975098
	Iteration 38Q: 3 clusters Score -2106478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2106480.250000 Penalty: 4825.975098
	Iteration 39Q: 3 clusters Score -2106480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2106483.500000 Penalty: 4825.975098
	Iteration 40F: 3 clusters Score -2106484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2106483.250000 Penalty: 4825.975098
	Iteration 41Q: 3 clusters Score -2106483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2106482.500000 Penalty: 4825.975098
	Iteration 42Q: 3 clusters Score -2106482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2106482.500000 Penalty: 4825.975098
	Iteration 43F: 3 clusters Score -2106482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -80116.140625 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -80116.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -78440.031250 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -78440.03 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79025.867188 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -79025.87 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79349.429688 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -79349.43 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -79601.648438 Penalty: 3309.955811
	Iteration 3F: 3 clusters Score -79601.65 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -79884.585938 Penalty: 3309.955811
	Iteration 4F: 3 clusters Score -79884.59 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -80396.421875 Penalty: 3309.955811
	Iteration 5F: 3 clusters Score -80396.42 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -80744.757812 Penalty: 3309.955811
	Iteration 6F: 3 clusters Score -80744.76 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -81138.945312 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -81138.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -81686.523438 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -81686.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81705.515625 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -81705.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81705.828125 Penalty: 3309.955811
	Iteration 10F: 3 clusters Score -81705.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -81780.406250 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -81780.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -81787.976562 Penalty: 3309.955811
	Iteration 12Q: 3 clusters Score -81787.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -81787.976562 Penalty: 3309.955811
	Iteration 13F: 3 clusters Score -81787.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17064 members 
Mstep: Class 4 contains 10620 members 
Mstep: Class 5 contains 31003 members 
Mstep: Class 6 contains 196716 members 
Mstep: Class 7 contains 16811 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 43906 members 
Mstep: Class 10 contains 9791 members 
Mstep: Class 11 contains 18813 members 
Mstep: Class 12 contains 83511 members 
Mstep: Class 13 contains 9493 members 
Mstep: Class 14 contains 60906 members 
Mstep: Class 15 contains 3854 members 
Mstep: Class 16 contains 231558 members 
Mstep: Class 17 contains 187729 members 
Mstep: Class 18 contains 16384 members 
Mstep: Class 19 contains 10642 members 
Mstep: Class 20 contains 220900 members 
Mstep: Class 21 contains 2840 members 
Mstep: Class 22 contains 3720 members 
Mstep: Class 23 contains 1936 members 
Mstep: Class 24 contains 1686 members 
Mstep: Class 25 contains 9791 members 
Mstep: Class 26 contains 19848 members 
Mstep: Class 27 contains 3971 members 
Mstep: Class 28 contains 350 members 
Entering Unmasked Estep 
Score: -154553872.000000 Penalty: 97617.203125
Splitting cluster 8 changes total score from -154555440.000000 to -154553872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (43906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Entering Unmasked Estep 
Score: -5313132.500000 Penalty: 2651.071777
	Iteration 0F: 2 clusters Score -5313132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -5283544.000000 Penalty: 5302.143555
	Iteration 0F: 3 clusters Score -5283544 nChanged 20084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -5295147.500000 Penalty: 5302.143555
	Iteration 1F: 3 clusters Score -5295148 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -5296245.000000 Penalty: 5302.143555
	Iteration 2F: 3 clusters Score -5296245 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -5297816.500000 Penalty: 5302.143555
	Iteration 3F: 3 clusters Score -5297816 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -5299934.000000 Penalty: 5302.143555
	Iteration 4F: 3 clusters Score -5299934 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -5302716.500000 Penalty: 5302.143555
	Iteration 5F: 3 clusters Score -5302716 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -5305650.500000 Penalty: 5302.143555
	Iteration 6F: 3 clusters Score -5305650 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -5307909.500000 Penalty: 5302.143555
	Iteration 7F: 3 clusters Score -5307910 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -5309326.500000 Penalty: 5302.143555
	Iteration 8Q: 3 clusters Score -5309326 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -5310155.500000 Penalty: 5302.143555
	Iteration 9Q: 3 clusters Score -5310156 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -5310612.500000 Penalty: 5302.143555
	Iteration 10Q: 3 clusters Score -5310612 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -5310885.000000 Penalty: 5302.143555
	Iteration 11Q: 3 clusters Score -5310885 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -5311086.000000 Penalty: 5302.143555
	Iteration 12Q: 3 clusters Score -5311086 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -5311250.500000 Penalty: 5302.143555
	Iteration 13Q: 3 clusters Score -5311250 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -5311388.000000 Penalty: 5302.143555
	Iteration 14Q: 3 clusters Score -5311388 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -5311509.000000 Penalty: 5302.143555
	Iteration 15Q: 3 clusters Score -5311509 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -5311627.500000 Penalty: 5302.143555
	Iteration 16Q: 3 clusters Score -5311628 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -5311702.000000 Penalty: 5302.143555
	Iteration 17Q: 3 clusters Score -5311702 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -5311776.500000 Penalty: 5302.143555
	Iteration 18Q: 3 clusters Score -5311776 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -5311820.500000 Penalty: 5302.143555
	Iteration 19Q: 3 clusters Score -5311820 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -5311857.000000 Penalty: 5302.143555
	Iteration 20F: 3 clusters Score -5311857 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -5311887.500000 Penalty: 5302.143555
	Iteration 21Q: 3 clusters Score -5311888 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -5311909.000000 Penalty: 5302.143555
	Iteration 22Q: 3 clusters Score -5311909 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -5311936.500000 Penalty: 5302.143555
	Iteration 23Q: 3 clusters Score -5311936 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -5311963.000000 Penalty: 5302.143555
	Iteration 24Q: 3 clusters Score -5311963 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -5311996.000000 Penalty: 5302.143555
	Iteration 25Q: 3 clusters Score -5311996 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -5312036.500000 Penalty: 5302.143555
	Iteration 26Q: 3 clusters Score -5312036 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -5312052.500000 Penalty: 5302.143555
	Iteration 27Q: 3 clusters Score -5312052 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -5312077.000000 Penalty: 5302.143555
	Iteration 28Q: 3 clusters Score -5312077 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -5312099.000000 Penalty: 5302.143555
	Iteration 29Q: 3 clusters Score -5312099 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -5312127.500000 Penalty: 5302.143555
	Iteration 30Q: 3 clusters Score -5312128 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -5312146.500000 Penalty: 5302.143555
	Iteration 31Q: 3 clusters Score -5312146 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -5312181.000000 Penalty: 5302.143555
	Iteration 32Q: 3 clusters Score -5312181 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -5312228.000000 Penalty: 5302.143555
	Iteration 33Q: 3 clusters Score -5312228 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -5312255.000000 Penalty: 5302.143555
	Iteration 34Q: 3 clusters Score -5312255 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -5312279.500000 Penalty: 5302.143555
	Iteration 35Q: 3 clusters Score -5312280 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -5312301.500000 Penalty: 5302.143555
	Iteration 36Q: 3 clusters Score -5312302 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -5312325.500000 Penalty: 5302.143555
	Iteration 37Q: 3 clusters Score -5312326 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -5312349.000000 Penalty: 5302.143555
	Iteration 38Q: 3 clusters Score -5312349 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -5312369.000000 Penalty: 5302.143555
	Iteration 39Q: 3 clusters Score -5312369 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -5312387.500000 Penalty: 5302.143555
	Iteration 40F: 3 clusters Score -5312388 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -5312394.000000 Penalty: 5302.143555
	Iteration 41Q: 3 clusters Score -5312394 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -5312399.000000 Penalty: 5302.143555
	Iteration 42Q: 3 clusters Score -5312399 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -5312414.000000 Penalty: 5302.143555
	Iteration 43Q: 3 clusters Score -5312414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -5312420.000000 Penalty: 5302.143555
	Iteration 44Q: 3 clusters Score -5312420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -5312411.000000 Penalty: 5302.143555
	Iteration 45Q: 3 clusters Score -5312411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -5312426.000000 Penalty: 5302.143555
	Iteration 46Q: 3 clusters Score -5312426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -5312424.500000 Penalty: 5302.143555
	Iteration 47Q: 3 clusters Score -5312424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -5312426.500000 Penalty: 5302.143555
	Iteration 48Q: 3 clusters Score -5312426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -5312426.000000 Penalty: 5302.143555
	Iteration 49Q: 3 clusters Score -5312426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -5312436.000000 Penalty: 5302.143555
	Iteration 50Q: 3 clusters Score -5312436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -5312425.000000 Penalty: 5302.143555
	Iteration 51Q: 3 clusters Score -5312425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -5312421.000000 Penalty: 5302.143555
	Iteration 52Q: 3 clusters Score -5312421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -5312427.500000 Penalty: 5302.143555
	Iteration 53Q: 3 clusters Score -5312428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -5312430.000000 Penalty: 5302.143555
	Iteration 54Q: 3 clusters Score -5312430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -5312426.000000 Penalty: 5302.143555
	Iteration 55Q: 3 clusters Score -5312426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -5312418.000000 Penalty: 5302.143555
	Iteration 56Q: 3 clusters Score -5312418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -5312424.500000 Penalty: 5302.143555
	Iteration 57Q: 3 clusters Score -5312424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -5312425.000000 Penalty: 5302.143555
	Iteration 58Q: 3 clusters Score -5312425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -5312421.500000 Penalty: 5302.143555
	Iteration 59Q: 3 clusters Score -5312422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -5312418.500000 Penalty: 5302.143555
	Iteration 60F: 3 clusters Score -5312418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -5312420.500000 Penalty: 5302.143555
	Iteration 61Q: 3 clusters Score -5312420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -5312429.000000 Penalty: 5302.143555
	Iteration 62Q: 3 clusters Score -5312429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -5312428.000000 Penalty: 5302.143555
	Iteration 63Q: 3 clusters Score -5312428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -5312428.000000 Penalty: 5302.143555
	Iteration 64F: 3 clusters Score -5312428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Entering Unmasked Estep 
Score: -1156742.375000 Penalty: 2278.926270
	Iteration 0F: 2 clusters Score -1156742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1149154.250000 Penalty: 4557.852539
	Iteration 0F: 3 clusters Score -1149154 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1151462.750000 Penalty: 4557.852539
	Iteration 1F: 3 clusters Score -1151463 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1151948.625000 Penalty: 4557.852539
	Iteration 2F: 3 clusters Score -1151949 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1152446.000000 Penalty: 4557.852539
	Iteration 3F: 3 clusters Score -1152446 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1152959.000000 Penalty: 4557.852539
	Iteration 4F: 3 clusters Score -1152959 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1153391.375000 Penalty: 4557.852539
	Iteration 5F: 3 clusters Score -1153391 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1153756.250000 Penalty: 4557.852539
	Iteration 6F: 3 clusters Score -1153756 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1154085.875000 Penalty: 4557.852539
	Iteration 7F: 3 clusters Score -1154086 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1154377.000000 Penalty: 4557.852539
	Iteration 8Q: 3 clusters Score -1154377 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1154617.000000 Penalty: 4557.852539
	Iteration 9Q: 3 clusters Score -1154617 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1154800.000000 Penalty: 4557.852539
	Iteration 10Q: 3 clusters Score -1154800 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1154926.750000 Penalty: 4557.852539
	Iteration 11Q: 3 clusters Score -1154927 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1155003.875000 Penalty: 4557.852539
	Iteration 12Q: 3 clusters Score -1155004 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1155068.250000 Penalty: 4557.852539
	Iteration 13Q: 3 clusters Score -1155068 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1155136.750000 Penalty: 4557.852539
	Iteration 14Q: 3 clusters Score -1155137 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1155197.750000 Penalty: 4557.852539
	Iteration 15Q: 3 clusters Score -1155198 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1155253.500000 Penalty: 4557.852539
	Iteration 16Q: 3 clusters Score -1155254 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1155295.125000 Penalty: 4557.852539
	Iteration 17Q: 3 clusters Score -1155295 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1155335.250000 Penalty: 4557.852539
	Iteration 18Q: 3 clusters Score -1155335 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1155381.625000 Penalty: 4557.852539
	Iteration 19Q: 3 clusters Score -1155382 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1155418.000000 Penalty: 4557.852539
	Iteration 20F: 3 clusters Score -1155418 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1155460.500000 Penalty: 4557.852539
	Iteration 21Q: 3 clusters Score -1155460 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1155508.750000 Penalty: 4557.852539
	Iteration 22Q: 3 clusters Score -1155509 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1155551.750000 Penalty: 4557.852539
	Iteration 23Q: 3 clusters Score -1155552 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1155594.125000 Penalty: 4557.852539
	Iteration 24Q: 3 clusters Score -1155594 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1155624.500000 Penalty: 4557.852539
	Iteration 25Q: 3 clusters Score -1155624 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1155651.125000 Penalty: 4557.852539
	Iteration 26Q: 3 clusters Score -1155651 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1155669.750000 Penalty: 4557.852539
	Iteration 27Q: 3 clusters Score -1155670 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1155695.750000 Penalty: 4557.852539
	Iteration 28Q: 3 clusters Score -1155696 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1155719.375000 Penalty: 4557.852539
	Iteration 29Q: 3 clusters Score -1155719 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1155744.250000 Penalty: 4557.852539
	Iteration 30Q: 3 clusters Score -1155744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1155762.750000 Penalty: 4557.852539
	Iteration 31Q: 3 clusters Score -1155763 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1155775.000000 Penalty: 4557.852539
	Iteration 32Q: 3 clusters Score -1155775 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1155793.375000 Penalty: 4557.852539
	Iteration 33Q: 3 clusters Score -1155793 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1155807.000000 Penalty: 4557.852539
	Iteration 34Q: 3 clusters Score -1155807 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1155819.625000 Penalty: 4557.852539
	Iteration 35Q: 3 clusters Score -1155820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1155833.125000 Penalty: 4557.852539
	Iteration 36Q: 3 clusters Score -1155833 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1155846.875000 Penalty: 4557.852539
	Iteration 37Q: 3 clusters Score -1155847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1155861.125000 Penalty: 4557.852539
	Iteration 38Q: 3 clusters Score -1155861 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1155879.000000 Penalty: 4557.852539
	Iteration 39Q: 3 clusters Score -1155879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1155890.875000 Penalty: 4557.852539
	Iteration 40F: 3 clusters Score -1155891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1155897.625000 Penalty: 4557.852539
	Iteration 41Q: 3 clusters Score -1155898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1155906.875000 Penalty: 4557.852539
	Iteration 42Q: 3 clusters Score -1155907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1155908.875000 Penalty: 4557.852539
	Iteration 43Q: 3 clusters Score -1155909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1155915.500000 Penalty: 4557.852539
	Iteration 44Q: 3 clusters Score -1155916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1155924.000000 Penalty: 4557.852539
	Iteration 45Q: 3 clusters Score -1155924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1155923.750000 Penalty: 4557.852539
	Iteration 46Q: 3 clusters Score -1155924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1155926.625000 Penalty: 4557.852539
	Iteration 47Q: 3 clusters Score -1155927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1155929.625000 Penalty: 4557.852539
	Iteration 48Q: 3 clusters Score -1155930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1155932.375000 Penalty: 4557.852539
	Iteration 49Q: 3 clusters Score -1155932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1155936.500000 Penalty: 4557.852539
	Iteration 50Q: 3 clusters Score -1155936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1155939.125000 Penalty: 4557.852539
	Iteration 51Q: 3 clusters Score -1155939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1155941.000000 Penalty: 4557.852539
	Iteration 52Q: 3 clusters Score -1155941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1155940.625000 Penalty: 4557.852539
	Iteration 53Q: 3 clusters Score -1155941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1155941.750000 Penalty: 4557.852539
	Iteration 54Q: 3 clusters Score -1155942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1155941.750000 Penalty: 4557.852539
	Iteration 55F: 3 clusters Score -1155942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Entering Unmasked Estep 
Score: -2111728.250000 Penalty: 2440.891113
	Iteration 0F: 2 clusters Score -2111728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2098404.750000 Penalty: 4881.782227
	Iteration 0F: 3 clusters Score -2098405 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2102893.750000 Penalty: 4881.782227
	Iteration 1F: 3 clusters Score -2102894 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2103344.250000 Penalty: 4881.782227
	Iteration 2F: 3 clusters Score -2103344 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2103761.750000 Penalty: 4881.782227
	Iteration 3F: 3 clusters Score -2103762 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2104188.750000 Penalty: 4881.782227
	Iteration 4Q: 3 clusters Score -2104189 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2104612.750000 Penalty: 4881.782227
	Iteration 5Q: 3 clusters Score -2104613 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2105070.500000 Penalty: 4881.782227
	Iteration 6Q: 3 clusters Score -2105070 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2105534.500000 Penalty: 4881.782227
	Iteration 7Q: 3 clusters Score -2105534 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2106002.000000 Penalty: 4881.782227
	Iteration 8Q: 3 clusters Score -2106002 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2106506.750000 Penalty: 4881.782227
	Iteration 9Q: 3 clusters Score -2106507 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2107002.750000 Penalty: 4881.782227
	Iteration 10Q: 3 clusters Score -2107003 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2107470.500000 Penalty: 4881.782227
	Iteration 11Q: 3 clusters Score -2107470 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2107873.750000 Penalty: 4881.782227
	Iteration 12Q: 3 clusters Score -2107874 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2108190.000000 Penalty: 4881.782227
	Iteration 13Q: 3 clusters Score -2108190 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2108449.750000 Penalty: 4881.782227
	Iteration 14Q: 3 clusters Score -2108450 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2108686.000000 Penalty: 4881.782227
	Iteration 15Q: 3 clusters Score -2108686 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2108845.500000 Penalty: 4881.782227
	Iteration 16Q: 3 clusters Score -2108846 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2109003.000000 Penalty: 4881.782227
	Iteration 17Q: 3 clusters Score -2109003 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2109140.500000 Penalty: 4881.782227
	Iteration 18Q: 3 clusters Score -2109140 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2109259.750000 Penalty: 4881.782227
	Iteration 19Q: 3 clusters Score -2109260 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2109353.000000 Penalty: 4881.782227
	Iteration 20F: 3 clusters Score -2109353 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2109453.750000 Penalty: 4881.782227
	Iteration 21Q: 3 clusters Score -2109454 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2109547.500000 Penalty: 4881.782227
	Iteration 22Q: 3 clusters Score -2109548 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2109626.250000 Penalty: 4881.782227
	Iteration 23Q: 3 clusters Score -2109626 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2109704.000000 Penalty: 4881.782227
	Iteration 24Q: 3 clusters Score -2109704 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2109754.750000 Penalty: 4881.782227
	Iteration 25Q: 3 clusters Score -2109755 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2109794.250000 Penalty: 4881.782227
	Iteration 26Q: 3 clusters Score -2109794 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2109819.250000 Penalty: 4881.782227
	Iteration 27Q: 3 clusters Score -2109819 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2109843.500000 Penalty: 4881.782227
	Iteration 28Q: 3 clusters Score -2109844 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2109856.250000 Penalty: 4881.782227
	Iteration 29Q: 3 clusters Score -2109856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2109866.500000 Penalty: 4881.782227
	Iteration 30Q: 3 clusters Score -2109866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2109879.500000 Penalty: 4881.782227
	Iteration 31Q: 3 clusters Score -2109880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2109892.500000 Penalty: 4881.782227
	Iteration 32Q: 3 clusters Score -2109892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2109903.000000 Penalty: 4881.782227
	Iteration 33Q: 3 clusters Score -2109903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2109910.000000 Penalty: 4881.782227
	Iteration 34Q: 3 clusters Score -2109910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2109913.500000 Penalty: 4881.782227
	Iteration 35Q: 3 clusters Score -2109914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2109912.250000 Penalty: 4881.782227
	Iteration 36Q: 3 clusters Score -2109912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2109910.250000 Penalty: 4881.782227
	Iteration 37Q: 3 clusters Score -2109910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2109912.250000 Penalty: 4881.782227
	Iteration 38Q: 3 clusters Score -2109912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2109914.750000 Penalty: 4881.782227
	Iteration 39Q: 3 clusters Score -2109915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2109917.500000 Penalty: 4881.782227
	Iteration 40F: 3 clusters Score -2109918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2109917.250000 Penalty: 4881.782227
	Iteration 41Q: 3 clusters Score -2109917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2109917.000000 Penalty: 4881.782227
	Iteration 42Q: 3 clusters Score -2109917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2109915.750000 Penalty: 4881.782227
	Iteration 43Q: 3 clusters Score -2109916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2109917.500000 Penalty: 4881.782227
	Iteration 44Q: 3 clusters Score -2109918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2109919.500000 Penalty: 4881.782227
	Iteration 45Q: 3 clusters Score -2109920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2109918.750000 Penalty: 4881.782227
	Iteration 46Q: 3 clusters Score -2109919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2109920.500000 Penalty: 4881.782227
	Iteration 47Q: 3 clusters Score -2109920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2109922.750000 Penalty: 4881.782227
	Iteration 48Q: 3 clusters Score -2109923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2109921.250000 Penalty: 4881.782227
	Iteration 49Q: 3 clusters Score -2109921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2109921.250000 Penalty: 4881.782227
	Iteration 50F: 3 clusters Score -2109921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (83511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83511 members 
Entering Unmasked Estep 
Score: -10104131.000000 Penalty: 2810.517822
	Iteration 0F: 2 clusters Score -1.010413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -10048106.000000 Penalty: 5621.035645
	Iteration 0F: 3 clusters Score -1.004811e+07 nChanged 39180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -10070630.000000 Penalty: 5621.035645
	Iteration 1F: 3 clusters Score -1.007063e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -10071316.000000 Penalty: 5621.035645
	Iteration 2Q: 3 clusters Score -1.007132e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -10071977.000000 Penalty: 5621.035645
	Iteration 3Q: 3 clusters Score -1.007198e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -10072973.000000 Penalty: 5621.035645
	Iteration 4Q: 3 clusters Score -1.007297e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -10074663.000000 Penalty: 5621.035645
	Iteration 5Q: 3 clusters Score -1.007466e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56881 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -10077460.000000 Penalty: 5621.035645
	Iteration 6F: 3 clusters Score -1.007746e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63231 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -10082182.000000 Penalty: 5621.035645
	Iteration 7F: 3 clusters Score -1.008218e+07 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70708 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -10088990.000000 Penalty: 5621.035645
	Iteration 8F: 3 clusters Score -1.008899e+07 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77406 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -10095672.000000 Penalty: 5621.035645
	Iteration 9F: 3 clusters Score -1.009567e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81392 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -10099550.000000 Penalty: 5621.035645
	Iteration 10Q: 3 clusters Score -1.009955e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82874 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -10101003.000000 Penalty: 5621.035645
	Iteration 11Q: 3 clusters Score -1.0101e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83227 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -10101404.000000 Penalty: 5621.035645
	Iteration 12Q: 3 clusters Score -1.01014e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83294 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10101534.000000 Penalty: 5621.035645
	Iteration 13Q: 3 clusters Score -1.010153e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83322 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -10101583.000000 Penalty: 5621.035645
	Iteration 14Q: 3 clusters Score -1.010158e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83338 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10101630.000000 Penalty: 5621.035645
	Iteration 15Q: 3 clusters Score -1.010163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83343 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10101647.000000 Penalty: 5621.035645
	Iteration 16Q: 3 clusters Score -1.010165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83346 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10101650.000000 Penalty: 5621.035645
	Iteration 17Q: 3 clusters Score -1.010165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83346 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10101664.000000 Penalty: 5621.035645
	Iteration 18Q: 3 clusters Score -1.010166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83347 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10101669.000000 Penalty: 5621.035645
	Iteration 19Q: 3 clusters Score -1.010167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83348 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10101667.000000 Penalty: 5621.035645
	Iteration 20F: 3 clusters Score -1.010167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83346 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10101668.000000 Penalty: 5621.035645
	Iteration 21Q: 3 clusters Score -1.010167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83346 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10101668.000000 Penalty: 5621.035645
	Iteration 22F: 3 clusters Score -1.010167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Entering Unmasked Estep 
Score: -1053892.250000 Penalty: 2271.260742
	Iteration 0F: 2 clusters Score -1053892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1046526.000000 Penalty: 4542.521484
	Iteration 0F: 3 clusters Score -1046526 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1048604.875000 Penalty: 4542.521484
	Iteration 1F: 3 clusters Score -1048605 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1048903.375000 Penalty: 4542.521484
	Iteration 2F: 3 clusters Score -1048903 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1049131.500000 Penalty: 4542.521484
	Iteration 3F: 3 clusters Score -1049132 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1049338.875000 Penalty: 4542.521484
	Iteration 4Q: 3 clusters Score -1049339 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1049512.000000 Penalty: 4542.521484
	Iteration 5Q: 3 clusters Score -1049512 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1049660.250000 Penalty: 4542.521484
	Iteration 6Q: 3 clusters Score -1049660 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1049809.875000 Penalty: 4542.521484
	Iteration 7Q: 3 clusters Score -1049810 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1049962.250000 Penalty: 4542.521484
	Iteration 8Q: 3 clusters Score -1049962 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1050112.875000 Penalty: 4542.521484
	Iteration 9Q: 3 clusters Score -1050113 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1050266.000000 Penalty: 4542.521484
	Iteration 10Q: 3 clusters Score -1050266 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1050387.125000 Penalty: 4542.521484
	Iteration 11Q: 3 clusters Score -1050387 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1050510.000000 Penalty: 4542.521484
	Iteration 12Q: 3 clusters Score -1050510 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1050639.000000 Penalty: 4542.521484
	Iteration 13Q: 3 clusters Score -1050639 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1050765.750000 Penalty: 4542.521484
	Iteration 14Q: 3 clusters Score -1050766 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1050916.875000 Penalty: 4542.521484
	Iteration 15Q: 3 clusters Score -1050917 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1051062.500000 Penalty: 4542.521484
	Iteration 16Q: 3 clusters Score -1051062 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1051197.375000 Penalty: 4542.521484
	Iteration 17Q: 3 clusters Score -1051197 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1051314.875000 Penalty: 4542.521484
	Iteration 18Q: 3 clusters Score -1051315 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1051408.875000 Penalty: 4542.521484
	Iteration 19Q: 3 clusters Score -1051409 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1051493.375000 Penalty: 4542.521484
	Iteration 20F: 3 clusters Score -1051493 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1051565.500000 Penalty: 4542.521484
	Iteration 21Q: 3 clusters Score -1051566 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1051624.000000 Penalty: 4542.521484
	Iteration 22Q: 3 clusters Score -1051624 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1051666.750000 Penalty: 4542.521484
	Iteration 23Q: 3 clusters Score -1051667 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1051710.875000 Penalty: 4542.521484
	Iteration 24Q: 3 clusters Score -1051711 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1051744.500000 Penalty: 4542.521484
	Iteration 25Q: 3 clusters Score -1051744 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1051771.375000 Penalty: 4542.521484
	Iteration 26Q: 3 clusters Score -1051771 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1051802.875000 Penalty: 4542.521484
	Iteration 27Q: 3 clusters Score -1051803 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1051832.500000 Penalty: 4542.521484
	Iteration 28Q: 3 clusters Score -1051832 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1051854.375000 Penalty: 4542.521484
	Iteration 29Q: 3 clusters Score -1051854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1051871.500000 Penalty: 4542.521484
	Iteration 30Q: 3 clusters Score -1051872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1051881.875000 Penalty: 4542.521484
	Iteration 31Q: 3 clusters Score -1051882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1051894.250000 Penalty: 4542.521484
	Iteration 32Q: 3 clusters Score -1051894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1051906.125000 Penalty: 4542.521484
	Iteration 33Q: 3 clusters Score -1051906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1051918.625000 Penalty: 4542.521484
	Iteration 34Q: 3 clusters Score -1051919 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1051928.125000 Penalty: 4542.521484
	Iteration 35Q: 3 clusters Score -1051928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1051949.875000 Penalty: 4542.521484
	Iteration 36Q: 3 clusters Score -1051950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1051969.500000 Penalty: 4542.521484
	Iteration 37Q: 3 clusters Score -1051970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1051981.625000 Penalty: 4542.521484
	Iteration 38Q: 3 clusters Score -1051982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1051997.125000 Penalty: 4542.521484
	Iteration 39Q: 3 clusters Score -1051997 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1052016.500000 Penalty: 4542.521484
	Iteration 40F: 3 clusters Score -1052016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1052034.500000 Penalty: 4542.521484
	Iteration 41Q: 3 clusters Score -1052034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1052047.625000 Penalty: 4542.521484
	Iteration 42Q: 3 clusters Score -1052048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1052058.375000 Penalty: 4542.521484
	Iteration 43Q: 3 clusters Score -1052058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1052065.500000 Penalty: 4542.521484
	Iteration 44Q: 3 clusters Score -1052066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1052072.625000 Penalty: 4542.521484
	Iteration 45Q: 3 clusters Score -1052073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1052076.625000 Penalty: 4542.521484
	Iteration 46Q: 3 clusters Score -1052077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1052079.625000 Penalty: 4542.521484
	Iteration 47Q: 3 clusters Score -1052080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1052081.750000 Penalty: 4542.521484
	Iteration 48Q: 3 clusters Score -1052082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1052084.375000 Penalty: 4542.521484
	Iteration 49Q: 3 clusters Score -1052084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1052084.375000 Penalty: 4542.521484
	Iteration 50F: 3 clusters Score -1052084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (60906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60906 members 
Entering Unmasked Estep 
Score: -7648293.000000 Penalty: 2732.237549
	Iteration 0F: 2 clusters Score -7648293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -7607491.500000 Penalty: 5464.475098
	Iteration 0F: 3 clusters Score -7607492 nChanged 28316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -7623631.500000 Penalty: 5464.475098
	Iteration 1F: 3 clusters Score -7623632 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -7624502.500000 Penalty: 5464.475098
	Iteration 2Q: 3 clusters Score -7624502 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -7625599.000000 Penalty: 5464.475098
	Iteration 3Q: 3 clusters Score -7625599 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -7627274.500000 Penalty: 5464.475098
	Iteration 4F: 3 clusters Score -7627274 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -7629812.000000 Penalty: 5464.475098
	Iteration 5F: 3 clusters Score -7629812 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -7633334.500000 Penalty: 5464.475098
	Iteration 6F: 3 clusters Score -7633334 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -7637269.500000 Penalty: 5464.475098
	Iteration 7F: 3 clusters Score -7637270 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -7640472.000000 Penalty: 5464.475098
	Iteration 8F: 3 clusters Score -7640472 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -7642675.500000 Penalty: 5464.475098
	Iteration 9Q: 3 clusters Score -7642676 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -7643931.000000 Penalty: 5464.475098
	Iteration 10Q: 3 clusters Score -7643931 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -7644615.500000 Penalty: 5464.475098
	Iteration 11Q: 3 clusters Score -7644616 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -7645033.000000 Penalty: 5464.475098
	Iteration 12Q: 3 clusters Score -7645033 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 52785 members 
Entering Unmasked Estep 
Score: -7645320.000000 Penalty: 5464.475098
	Iteration 13Q: 3 clusters Score -7645320 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -7645539.000000 Penalty: 5464.475098
	Iteration 14Q: 3 clusters Score -7645539 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -7645715.000000 Penalty: 5464.475098
	Iteration 15Q: 3 clusters Score -7645715 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -7645837.500000 Penalty: 5464.475098
	Iteration 16Q: 3 clusters Score -7645838 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 54847 members 
Entering Unmasked Estep 
Score: -7645985.000000 Penalty: 5464.475098
	Iteration 17Q: 3 clusters Score -7645985 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 55235 members 
Entering Unmasked Estep 
Score: -7646122.000000 Penalty: 5464.475098
	Iteration 18Q: 3 clusters Score -7646122 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 55581 members 
Entering Unmasked Estep 
Score: -7646171.500000 Penalty: 5464.475098
	Iteration 19Q: 3 clusters Score -7646172 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -7646267.000000 Penalty: 5464.475098
	Iteration 20F: 3 clusters Score -7646267 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 56140 members 
Entering Unmasked Estep 
Score: -7646328.000000 Penalty: 5464.475098
	Iteration 21Q: 3 clusters Score -7646328 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -7646386.000000 Penalty: 5464.475098
	Iteration 22Q: 3 clusters Score -7646386 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 56572 members 
Entering Unmasked Estep 
Score: -7646427.000000 Penalty: 5464.475098
	Iteration 23Q: 3 clusters Score -7646427 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -7646443.000000 Penalty: 5464.475098
	Iteration 24Q: 3 clusters Score -7646443 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 56848 members 
Entering Unmasked Estep 
Score: -7646465.500000 Penalty: 5464.475098
	Iteration 25Q: 3 clusters Score -7646466 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 56938 members 
Entering Unmasked Estep 
Score: -7646494.500000 Penalty: 5464.475098
	Iteration 26Q: 3 clusters Score -7646494 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -7646508.000000 Penalty: 5464.475098
	Iteration 27Q: 3 clusters Score -7646508 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 57082 members 
Entering Unmasked Estep 
Score: -7646529.000000 Penalty: 5464.475098
	Iteration 28Q: 3 clusters Score -7646529 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -7646523.000000 Penalty: 5464.475098
	Iteration 29Q: 3 clusters Score -7646523 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -7646531.500000 Penalty: 5464.475098
	Iteration 30Q: 3 clusters Score -7646532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -7646559.500000 Penalty: 5464.475098
	Iteration 31Q: 3 clusters Score -7646560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 57288 members 
Entering Unmasked Estep 
Score: -7646570.500000 Penalty: 5464.475098
	Iteration 32Q: 3 clusters Score -7646570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 57325 members 
Entering Unmasked Estep 
Score: -7646570.500000 Penalty: 5464.475098
	Iteration 33Q: 3 clusters Score -7646570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 57360 members 
Entering Unmasked Estep 
Score: -7646564.500000 Penalty: 5464.475098
	Iteration 34Q: 3 clusters Score -7646564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -7646568.000000 Penalty: 5464.475098
	Iteration 35Q: 3 clusters Score -7646568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 57408 members 
Entering Unmasked Estep 
Score: -7646568.500000 Penalty: 5464.475098
	Iteration 36Q: 3 clusters Score -7646568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 57429 members 
Entering Unmasked Estep 
Score: -7646569.500000 Penalty: 5464.475098
	Iteration 37Q: 3 clusters Score -7646570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
Score: -7646563.000000 Penalty: 5464.475098
	Iteration 38Q: 3 clusters Score -7646563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 57472 members 
Entering Unmasked Estep 
Score: -7646567.000000 Penalty: 5464.475098
	Iteration 39Q: 3 clusters Score -7646567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -7646570.000000 Penalty: 5464.475098
	Iteration 40F: 3 clusters Score -7646570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 57514 members 
Entering Unmasked Estep 
Score: -7646565.000000 Penalty: 5464.475098
	Iteration 41Q: 3 clusters Score -7646565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 57529 members 
Entering Unmasked Estep 
Score: -7646576.000000 Penalty: 5464.475098
	Iteration 42Q: 3 clusters Score -7646576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -7646581.500000 Penalty: 5464.475098
	Iteration 43Q: 3 clusters Score -7646582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -7646585.000000 Penalty: 5464.475098
	Iteration 44Q: 3 clusters Score -7646585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -7646587.000000 Penalty: 5464.475098
	Iteration 45Q: 3 clusters Score -7646587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 57590 members 
Entering Unmasked Estep 
Score: -7646587.000000 Penalty: 5464.475098
	Iteration 46Q: 3 clusters Score -7646587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 57601 members 
Entering Unmasked Estep 
Score: -7646577.000000 Penalty: 5464.475098
	Iteration 47Q: 3 clusters Score -7646577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 57613 members 
Entering Unmasked Estep 
Score: -7646579.500000 Penalty: 5464.475098
	Iteration 48Q: 3 clusters Score -7646580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 57623 members 
Entering Unmasked Estep 
Score: -7646579.000000 Penalty: 5464.475098
	Iteration 49Q: 3 clusters Score -7646579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 57633 members 
Entering Unmasked Estep 
Score: -7646584.500000 Penalty: 5464.475098
	Iteration 50Q: 3 clusters Score -7646584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 57640 members 
Entering Unmasked Estep 
Score: -7646578.000000 Penalty: 5464.475098
	Iteration 51Q: 3 clusters Score -7646578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
Score: -7646569.500000 Penalty: 5464.475098
	Iteration 52Q: 3 clusters Score -7646570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -7646573.500000 Penalty: 5464.475098
	Iteration 53Q: 3 clusters Score -7646574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 57663 members 
Entering Unmasked Estep 
Score: -7646572.000000 Penalty: 5464.475098
	Iteration 54Q: 3 clusters Score -7646572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 57669 members 
Entering Unmasked Estep 
Score: -7646573.000000 Penalty: 5464.475098
	Iteration 55Q: 3 clusters Score -7646573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 57676 members 
Entering Unmasked Estep 
Score: -7646568.000000 Penalty: 5464.475098
	Iteration 56Q: 3 clusters Score -7646568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 57679 members 
Entering Unmasked Estep 
Score: -7646569.000000 Penalty: 5464.475098
	Iteration 57Q: 3 clusters Score -7646569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 57682 members 
Entering Unmasked Estep 
Score: -7646559.500000 Penalty: 5464.475098
	Iteration 58Q: 3 clusters Score -7646560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 57684 members 
Entering Unmasked Estep 
Score: -7646561.000000 Penalty: 5464.475098
	Iteration 59Q: 3 clusters Score -7646561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -7646565.000000 Penalty: 5464.475098
	Iteration 60F: 3 clusters Score -7646565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Entering Unmasked Estep 
Score: -379636.750000 Penalty: 2047.702881
	Iteration 0F: 2 clusters Score -379636.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -375891.968750 Penalty: 4095.405762
	Iteration 0F: 3 clusters Score -375892 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -376787.125000 Penalty: 4095.405762
	Iteration 1F: 3 clusters Score -376787.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -376969.656250 Penalty: 4095.405762
	Iteration 2F: 3 clusters Score -376969.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -377048.500000 Penalty: 4095.405762
	Iteration 3Q: 3 clusters Score -377048.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -377101.843750 Penalty: 4095.405762
	Iteration 4Q: 3 clusters Score -377101.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -377147.812500 Penalty: 4095.405762
	Iteration 5Q: 3 clusters Score -377147.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -377186.593750 Penalty: 4095.405762
	Iteration 6Q: 3 clusters Score -377186.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -377212.031250 Penalty: 4095.405762
	Iteration 7Q: 3 clusters Score -377212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -377233.562500 Penalty: 4095.405762
	Iteration 8Q: 3 clusters Score -377233.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -377266.000000 Penalty: 4095.405762
	Iteration 9Q: 3 clusters Score -377266 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -377294.812500 Penalty: 4095.405762
	Iteration 10Q: 3 clusters Score -377294.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -377319.000000 Penalty: 4095.405762
	Iteration 11Q: 3 clusters Score -377319 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -377341.125000 Penalty: 4095.405762
	Iteration 12Q: 3 clusters Score -377341.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -377366.937500 Penalty: 4095.405762
	Iteration 13Q: 3 clusters Score -377366.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -377400.625000 Penalty: 4095.405762
	Iteration 14Q: 3 clusters Score -377400.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -377434.437500 Penalty: 4095.405762
	Iteration 15Q: 3 clusters Score -377434.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -377457.968750 Penalty: 4095.405762
	Iteration 16Q: 3 clusters Score -377458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -377474.031250 Penalty: 4095.405762
	Iteration 17Q: 3 clusters Score -377474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -377495.687500 Penalty: 4095.405762
	Iteration 18Q: 3 clusters Score -377495.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -377512.125000 Penalty: 4095.405762
	Iteration 19Q: 3 clusters Score -377512.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -377532.406250 Penalty: 4095.405762
	Iteration 20F: 3 clusters Score -377532.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -377550.406250 Penalty: 4095.405762
	Iteration 21Q: 3 clusters Score -377550.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -377562.000000 Penalty: 4095.405762
	Iteration 22Q: 3 clusters Score -377562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -377574.562500 Penalty: 4095.405762
	Iteration 23Q: 3 clusters Score -377574.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -377589.718750 Penalty: 4095.405762
	Iteration 24Q: 3 clusters Score -377589.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -377601.531250 Penalty: 4095.405762
	Iteration 25Q: 3 clusters Score -377601.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -377614.218750 Penalty: 4095.405762
	Iteration 26Q: 3 clusters Score -377614.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -377626.000000 Penalty: 4095.405762
	Iteration 27Q: 3 clusters Score -377626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -377639.281250 Penalty: 4095.405762
	Iteration 28Q: 3 clusters Score -377639.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -377653.093750 Penalty: 4095.405762
	Iteration 29Q: 3 clusters Score -377653.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -377670.062500 Penalty: 4095.405762
	Iteration 30Q: 3 clusters Score -377670.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -377692.000000 Penalty: 4095.405762
	Iteration 31Q: 3 clusters Score -377692 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -377724.812500 Penalty: 4095.405762
	Iteration 32Q: 3 clusters Score -377724.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -377755.718750 Penalty: 4095.405762
	Iteration 33Q: 3 clusters Score -377755.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -377794.875000 Penalty: 4095.405762
	Iteration 34Q: 3 clusters Score -377794.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -377828.343750 Penalty: 4095.405762
	Iteration 35Q: 3 clusters Score -377828.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -377873.562500 Penalty: 4095.405762
	Iteration 36Q: 3 clusters Score -377873.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -377923.250000 Penalty: 4095.405762
	Iteration 37Q: 3 clusters Score -377923.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -377979.250000 Penalty: 4095.405762
	Iteration 38Q: 3 clusters Score -377979.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -378036.750000 Penalty: 4095.405762
	Iteration 39Q: 3 clusters Score -378036.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -378110.812500 Penalty: 4095.405762
	Iteration 40F: 3 clusters Score -378110.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -378223.218750 Penalty: 4095.405762
	Iteration 41Q: 3 clusters Score -378223.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -378343.156250 Penalty: 4095.405762
	Iteration 42Q: 3 clusters Score -378343.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -378500.968750 Penalty: 4095.405762
	Iteration 43Q: 3 clusters Score -378501 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -378633.281250 Penalty: 4095.405762
	Iteration 44Q: 3 clusters Score -378633.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -378744.531250 Penalty: 4095.405762
	Iteration 45Q: 3 clusters Score -378744.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -378819.218750 Penalty: 4095.405762
	Iteration 46Q: 3 clusters Score -378819.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -378865.593750 Penalty: 4095.405762
	Iteration 47Q: 3 clusters Score -378865.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -378906.000000 Penalty: 4095.405762
	Iteration 48Q: 3 clusters Score -378906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -378926.250000 Penalty: 4095.405762
	Iteration 49Q: 3 clusters Score -378926.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -378940.843750 Penalty: 4095.405762
	Iteration 50Q: 3 clusters Score -378940.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -378951.625000 Penalty: 4095.405762
	Iteration 51Q: 3 clusters Score -378951.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -378958.250000 Penalty: 4095.405762
	Iteration 52Q: 3 clusters Score -378958.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -378962.000000 Penalty: 4095.405762
	Iteration 53Q: 3 clusters Score -378962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -378962.500000 Penalty: 4095.405762
	Iteration 54Q: 3 clusters Score -378962.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -379056.843750 Penalty: 4095.405762
	Iteration 55F: 3 clusters Score -379056.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -379173.937500 Penalty: 4095.405762
	Iteration 56Q: 3 clusters Score -379173.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -379193.375000 Penalty: 4095.405762
	Iteration 57Q: 3 clusters Score -379193.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -379203.781250 Penalty: 4095.405762
	Iteration 58Q: 3 clusters Score -379203.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -379205.750000 Penalty: 4095.405762
	Iteration 59Q: 3 clusters Score -379205.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -379205.750000 Penalty: 4095.405762
	Iteration 60F: 3 clusters Score -379205.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (231558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231558 members 
Entering Unmasked Estep 
Score: -28723006.000000 Penalty: 3063.441162
	Iteration 0F: 2 clusters Score -2.872301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115658 members 
Mstep: Class 2 contains 115900 members 
Entering Unmasked Estep 
Score: -28573492.000000 Penalty: 6126.882324
	Iteration 0F: 3 clusters Score -2.857349e+07 nChanged 111417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110675 members 
Mstep: Class 2 contains 120883 members 
Entering Unmasked Estep 
Score: -28640616.000000 Penalty: 6126.882324
	Iteration 1F: 3 clusters Score -2.864062e+07 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107626 members 
Mstep: Class 2 contains 123932 members 
Entering Unmasked Estep 
Score: -28644304.000000 Penalty: 6126.882324
	Iteration 2Q: 3 clusters Score -2.86443e+07 nChanged 11709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102643 members 
Mstep: Class 2 contains 128915 members 
Entering Unmasked Estep 
Score: -28650394.000000 Penalty: 6126.882324
	Iteration 3F: 3 clusters Score -2.865039e+07 nChanged 15241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94928 members 
Mstep: Class 2 contains 136630 members 
Entering Unmasked Estep 
Score: -28660526.000000 Penalty: 6126.882324
	Iteration 4F: 3 clusters Score -2.866053e+07 nChanged 18372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84324 members 
Mstep: Class 2 contains 147234 members 
Entering Unmasked Estep 
Score: -28674414.000000 Penalty: 6126.882324
	Iteration 5F: 3 clusters Score -2.867441e+07 nChanged 18867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73041 members 
Mstep: Class 2 contains 158517 members 
Entering Unmasked Estep 
Score: -28691600.000000 Penalty: 6126.882324
	Iteration 6F: 3 clusters Score -2.86916e+07 nChanged 15592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64245 members 
Mstep: Class 2 contains 167313 members 
Entering Unmasked Estep 
Score: -28705714.000000 Penalty: 6126.882324
	Iteration 7F: 3 clusters Score -2.870571e+07 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 173007 members 
Entering Unmasked Estep 
Score: -28712186.000000 Penalty: 6126.882324
	Iteration 8Q: 3 clusters Score -2.871219e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54399 members 
Mstep: Class 2 contains 177159 members 
Entering Unmasked Estep 
Score: -28714890.000000 Penalty: 6126.882324
	Iteration 9Q: 3 clusters Score -2.871489e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 180991 members 
Entering Unmasked Estep 
Score: -28716194.000000 Penalty: 6126.882324
	Iteration 10Q: 3 clusters Score -2.871619e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 184738 members 
Entering Unmasked Estep 
Score: -28717044.000000 Penalty: 6126.882324
	Iteration 11Q: 3 clusters Score -2.871704e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 188463 members 
Entering Unmasked Estep 
Score: -28717878.000000 Penalty: 6126.882324
	Iteration 12Q: 3 clusters Score -2.871788e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 192144 members 
Entering Unmasked Estep 
Score: -28718554.000000 Penalty: 6126.882324
	Iteration 13Q: 3 clusters Score -2.871855e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 195684 members 
Entering Unmasked Estep 
Score: -28719158.000000 Penalty: 6126.882324
	Iteration 14Q: 3 clusters Score -2.871916e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 199168 members 
Entering Unmasked Estep 
Score: -28719752.000000 Penalty: 6126.882324
	Iteration 15Q: 3 clusters Score -2.871975e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 202643 members 
Entering Unmasked Estep 
Score: -28720376.000000 Penalty: 6126.882324
	Iteration 16Q: 3 clusters Score -2.872038e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 205934 members 
Entering Unmasked Estep 
Score: -28720762.000000 Penalty: 6126.882324
	Iteration 17Q: 3 clusters Score -2.872076e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 209011 members 
Entering Unmasked Estep 
Score: -28721050.000000 Penalty: 6126.882324
	Iteration 18Q: 3 clusters Score -2.872105e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 211895 members 
Entering Unmasked Estep 
Score: -28721562.000000 Penalty: 6126.882324
	Iteration 19Q: 3 clusters Score -2.872156e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 214517 members 
Entering Unmasked Estep 
Score: -28721686.000000 Penalty: 6126.882324
	Iteration 20F: 3 clusters Score -2.872169e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 216905 members 
Entering Unmasked Estep 
Score: -28722046.000000 Penalty: 6126.882324
	Iteration 21Q: 3 clusters Score -2.872205e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 219018 members 
Entering Unmasked Estep 
Score: -28722256.000000 Penalty: 6126.882324
	Iteration 22Q: 3 clusters Score -2.872226e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 220899 members 
Entering Unmasked Estep 
Score: -28722394.000000 Penalty: 6126.882324
	Iteration 23Q: 3 clusters Score -2.872239e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 222467 members 
Entering Unmasked Estep 
Score: -28722502.000000 Penalty: 6126.882324
	Iteration 24Q: 3 clusters Score -2.87225e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 223776 members 
Entering Unmasked Estep 
Score: -28722490.000000 Penalty: 6126.882324
	Iteration 25Q: 3 clusters Score -2.872249e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 224814 members 
Entering Unmasked Estep 
Score: -28722434.000000 Penalty: 6126.882324
	Iteration 26Q: 3 clusters Score -2.872243e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 225650 members 
Entering Unmasked Estep 
Score: -28722400.000000 Penalty: 6126.882324
	Iteration 27Q: 3 clusters Score -2.87224e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 226345 members 
Entering Unmasked Estep 
Score: -28722366.000000 Penalty: 6126.882324
	Iteration 28Q: 3 clusters Score -2.872237e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 226921 members 
Entering Unmasked Estep 
Score: -28722372.000000 Penalty: 6126.882324
	Iteration 29Q: 3 clusters Score -2.872237e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 227401 members 
Entering Unmasked Estep 
Score: -28722220.000000 Penalty: 6126.882324
	Iteration 30Q: 3 clusters Score -2.872222e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 227750 members 
Entering Unmasked Estep 
Score: -28722210.000000 Penalty: 6126.882324
	Iteration 31Q: 3 clusters Score -2.872221e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 228029 members 
Entering Unmasked Estep 
Score: -28722156.000000 Penalty: 6126.882324
	Iteration 32Q: 3 clusters Score -2.872216e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 228262 members 
Entering Unmasked Estep 
Score: -28722110.000000 Penalty: 6126.882324
	Iteration 33Q: 3 clusters Score -2.872211e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 228430 members 
Entering Unmasked Estep 
Score: -28722040.000000 Penalty: 6126.882324
	Iteration 34Q: 3 clusters Score -2.872204e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 228563 members 
Entering Unmasked Estep 
Score: -28722008.000000 Penalty: 6126.882324
	Iteration 35Q: 3 clusters Score -2.872201e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 228681 members 
Entering Unmasked Estep 
Score: -28722008.000000 Penalty: 6126.882324
	Iteration 36Q: 3 clusters Score -2.872201e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 228784 members 
Entering Unmasked Estep 
Score: -28722038.000000 Penalty: 6126.882324
	Iteration 37Q: 3 clusters Score -2.872204e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 228879 members 
Entering Unmasked Estep 
Score: -28722032.000000 Penalty: 6126.882324
	Iteration 38Q: 3 clusters Score -2.872203e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 228959 members 
Entering Unmasked Estep 
Score: -28722060.000000 Penalty: 6126.882324
	Iteration 39Q: 3 clusters Score -2.872206e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 229031 members 
Entering Unmasked Estep 
Score: -28722074.000000 Penalty: 6126.882324
	Iteration 40F: 3 clusters Score -2.872207e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 229090 members 
Entering Unmasked Estep 
Score: -28722038.000000 Penalty: 6126.882324
	Iteration 41Q: 3 clusters Score -2.872204e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 229142 members 
Entering Unmasked Estep 
Score: -28722066.000000 Penalty: 6126.882324
	Iteration 42Q: 3 clusters Score -2.872207e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 229193 members 
Entering Unmasked Estep 
Score: -28722034.000000 Penalty: 6126.882324
	Iteration 43Q: 3 clusters Score -2.872203e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 229244 members 
Entering Unmasked Estep 
Score: -28722002.000000 Penalty: 6126.882324
	Iteration 44Q: 3 clusters Score -2.8722e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 229295 members 
Entering Unmasked Estep 
Score: -28722002.000000 Penalty: 6126.882324
	Iteration 45Q: 3 clusters Score -2.8722e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 229342 members 
Entering Unmasked Estep 
Score: -28721972.000000 Penalty: 6126.882324
	Iteration 46Q: 3 clusters Score -2.872197e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 229387 members 
Entering Unmasked Estep 
Score: -28721964.000000 Penalty: 6126.882324
	Iteration 47Q: 3 clusters Score -2.872196e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 229414 members 
Entering Unmasked Estep 
Score: -28721996.000000 Penalty: 6126.882324
	Iteration 48Q: 3 clusters Score -2.8722e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 229442 members 
Entering Unmasked Estep 
Score: -28721988.000000 Penalty: 6126.882324
	Iteration 49Q: 3 clusters Score -2.872199e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 229457 members 
Entering Unmasked Estep 
Score: -28721950.000000 Penalty: 6126.882324
	Iteration 50Q: 3 clusters Score -2.872195e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 229472 members 
Entering Unmasked Estep 
Score: -28721964.000000 Penalty: 6126.882324
	Iteration 51Q: 3 clusters Score -2.872196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 229483 members 
Entering Unmasked Estep 
Score: -28721936.000000 Penalty: 6126.882324
	Iteration 52Q: 3 clusters Score -2.872194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 229494 members 
Entering Unmasked Estep 
Score: -28721910.000000 Penalty: 6126.882324
	Iteration 53Q: 3 clusters Score -2.872191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 229502 members 
Entering Unmasked Estep 
Score: -28721920.000000 Penalty: 6126.882324
	Iteration 54Q: 3 clusters Score -2.872192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 229509 members 
Entering Unmasked Estep 
Score: -28721944.000000 Penalty: 6126.882324
	Iteration 55Q: 3 clusters Score -2.872194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 229513 members 
Entering Unmasked Estep 
Score: -28721952.000000 Penalty: 6126.882324
	Iteration 56Q: 3 clusters Score -2.872195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 229516 members 
Entering Unmasked Estep 
Score: -28721912.000000 Penalty: 6126.882324
	Iteration 57Q: 3 clusters Score -2.872191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 229516 members 
Entering Unmasked Estep 
Score: -28721912.000000 Penalty: 6126.882324
	Iteration 58F: 3 clusters Score -2.872191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (187729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187729 members 
Entering Unmasked Estep 
Score: -23416180.000000 Penalty: 3011.403076
	Iteration 0F: 2 clusters Score -2.341618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94003 members 
Mstep: Class 2 contains 93726 members 
Entering Unmasked Estep 
Score: -23293864.000000 Penalty: 6022.806152
	Iteration 0F: 3 clusters Score -2.329386e+07 nChanged 90161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94856 members 
Mstep: Class 2 contains 92873 members 
Entering Unmasked Estep 
Score: -23345920.000000 Penalty: 6022.806152
	Iteration 1F: 3 clusters Score -2.334592e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95467 members 
Mstep: Class 2 contains 92262 members 
Entering Unmasked Estep 
Score: -23346680.000000 Penalty: 6022.806152
	Iteration 2Q: 3 clusters Score -2.334668e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96316 members 
Mstep: Class 2 contains 91413 members 
Entering Unmasked Estep 
Score: -23347758.000000 Penalty: 6022.806152
	Iteration 3Q: 3 clusters Score -2.334776e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97465 members 
Mstep: Class 2 contains 90264 members 
Entering Unmasked Estep 
Score: -23349132.000000 Penalty: 6022.806152
	Iteration 4Q: 3 clusters Score -2.334913e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99071 members 
Mstep: Class 2 contains 88658 members 
Entering Unmasked Estep 
Score: -23350908.000000 Penalty: 6022.806152
	Iteration 5Q: 3 clusters Score -2.335091e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101329 members 
Mstep: Class 2 contains 86400 members 
Entering Unmasked Estep 
Score: -23353860.000000 Penalty: 6022.806152
	Iteration 6Q: 3 clusters Score -2.335386e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104503 members 
Mstep: Class 2 contains 83226 members 
Entering Unmasked Estep 
Score: -23357512.000000 Penalty: 6022.806152
	Iteration 7Q: 3 clusters Score -2.335751e+07 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108483 members 
Mstep: Class 2 contains 79246 members 
Entering Unmasked Estep 
Score: -23363208.000000 Penalty: 6022.806152
	Iteration 8F: 3 clusters Score -2.336321e+07 nChanged 10703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112690 members 
Mstep: Class 2 contains 75039 members 
Entering Unmasked Estep 
Score: -23370936.000000 Penalty: 6022.806152
	Iteration 9F: 3 clusters Score -2.337094e+07 nChanged 11666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116408 members 
Mstep: Class 2 contains 71321 members 
Entering Unmasked Estep 
Score: -23379864.000000 Penalty: 6022.806152
	Iteration 10F: 3 clusters Score -2.337986e+07 nChanged 11025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118849 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
Score: -23387028.000000 Penalty: 6022.806152
	Iteration 11F: 3 clusters Score -2.338703e+07 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120445 members 
Mstep: Class 2 contains 67284 members 
Entering Unmasked Estep 
Score: -23390610.000000 Penalty: 6022.806152
	Iteration 12Q: 3 clusters Score -2.339061e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121853 members 
Mstep: Class 2 contains 65876 members 
Entering Unmasked Estep 
Score: -23392220.000000 Penalty: 6022.806152
	Iteration 13Q: 3 clusters Score -2.339222e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123277 members 
Mstep: Class 2 contains 64452 members 
Entering Unmasked Estep 
Score: -23393204.000000 Penalty: 6022.806152
	Iteration 14Q: 3 clusters Score -2.33932e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124704 members 
Mstep: Class 2 contains 63025 members 
Entering Unmasked Estep 
Score: -23393936.000000 Penalty: 6022.806152
	Iteration 15Q: 3 clusters Score -2.339394e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126084 members 
Mstep: Class 2 contains 61645 members 
Entering Unmasked Estep 
Score: -23394410.000000 Penalty: 6022.806152
	Iteration 16Q: 3 clusters Score -2.339441e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127480 members 
Mstep: Class 2 contains 60249 members 
Entering Unmasked Estep 
Score: -23394990.000000 Penalty: 6022.806152
	Iteration 17Q: 3 clusters Score -2.339499e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128868 members 
Mstep: Class 2 contains 58861 members 
Entering Unmasked Estep 
Score: -23395488.000000 Penalty: 6022.806152
	Iteration 18Q: 3 clusters Score -2.339549e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130315 members 
Mstep: Class 2 contains 57414 members 
Entering Unmasked Estep 
Score: -23395944.000000 Penalty: 6022.806152
	Iteration 19Q: 3 clusters Score -2.339594e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131723 members 
Mstep: Class 2 contains 56006 members 
Entering Unmasked Estep 
Score: -23396476.000000 Penalty: 6022.806152
	Iteration 20F: 3 clusters Score -2.339648e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133141 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -23397010.000000 Penalty: 6022.806152
	Iteration 21Q: 3 clusters Score -2.339701e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134553 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -23397526.000000 Penalty: 6022.806152
	Iteration 22Q: 3 clusters Score -2.339753e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136000 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
Score: -23397936.000000 Penalty: 6022.806152
	Iteration 23Q: 3 clusters Score -2.339794e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137527 members 
Mstep: Class 2 contains 50202 members 
Entering Unmasked Estep 
Score: -23398354.000000 Penalty: 6022.806152
	Iteration 24Q: 3 clusters Score -2.339835e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139064 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -23398842.000000 Penalty: 6022.806152
	Iteration 25Q: 3 clusters Score -2.339884e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140529 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -23399242.000000 Penalty: 6022.806152
	Iteration 26Q: 3 clusters Score -2.339924e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142066 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -23399572.000000 Penalty: 6022.806152
	Iteration 27Q: 3 clusters Score -2.339957e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143677 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -23399976.000000 Penalty: 6022.806152
	Iteration 28Q: 3 clusters Score -2.339998e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145352 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -23400426.000000 Penalty: 6022.806152
	Iteration 29Q: 3 clusters Score -2.340043e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147091 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -23400920.000000 Penalty: 6022.806152
	Iteration 30Q: 3 clusters Score -2.340092e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148965 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -23401352.000000 Penalty: 6022.806152
	Iteration 31Q: 3 clusters Score -2.340135e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150838 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -23401898.000000 Penalty: 6022.806152
	Iteration 32Q: 3 clusters Score -2.34019e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152745 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -23402540.000000 Penalty: 6022.806152
	Iteration 33Q: 3 clusters Score -2.340254e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154710 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -23403016.000000 Penalty: 6022.806152
	Iteration 34Q: 3 clusters Score -2.340302e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156644 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -23403514.000000 Penalty: 6022.806152
	Iteration 35Q: 3 clusters Score -2.340351e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158570 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -23403994.000000 Penalty: 6022.806152
	Iteration 36Q: 3 clusters Score -2.340399e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160517 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -23404538.000000 Penalty: 6022.806152
	Iteration 37Q: 3 clusters Score -2.340454e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162511 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -23405010.000000 Penalty: 6022.806152
	Iteration 38Q: 3 clusters Score -2.340501e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164526 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -23405558.000000 Penalty: 6022.806152
	Iteration 39Q: 3 clusters Score -2.340556e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166554 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -23406060.000000 Penalty: 6022.806152
	Iteration 40F: 3 clusters Score -2.340606e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168609 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -23406718.000000 Penalty: 6022.806152
	Iteration 41Q: 3 clusters Score -2.340672e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170707 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -23407394.000000 Penalty: 6022.806152
	Iteration 42Q: 3 clusters Score -2.340739e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172708 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -23408036.000000 Penalty: 6022.806152
	Iteration 43Q: 3 clusters Score -2.340804e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174551 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -23408754.000000 Penalty: 6022.806152
	Iteration 44Q: 3 clusters Score -2.340875e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176312 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -23409430.000000 Penalty: 6022.806152
	Iteration 45Q: 3 clusters Score -2.340943e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177962 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -23409948.000000 Penalty: 6022.806152
	Iteration 46Q: 3 clusters Score -2.340995e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179441 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -23410674.000000 Penalty: 6022.806152
	Iteration 47Q: 3 clusters Score -2.341067e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180733 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -23411300.000000 Penalty: 6022.806152
	Iteration 48Q: 3 clusters Score -2.34113e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181861 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -23411788.000000 Penalty: 6022.806152
	Iteration 49Q: 3 clusters Score -2.341179e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182778 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -23412118.000000 Penalty: 6022.806152
	Iteration 50Q: 3 clusters Score -2.341212e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183498 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -23412376.000000 Penalty: 6022.806152
	Iteration 51Q: 3 clusters Score -2.341238e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184057 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -23412566.000000 Penalty: 6022.806152
	Iteration 52Q: 3 clusters Score -2.341257e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184495 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -23412824.000000 Penalty: 6022.806152
	Iteration 53Q: 3 clusters Score -2.341282e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184847 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -23413018.000000 Penalty: 6022.806152
	Iteration 54Q: 3 clusters Score -2.341302e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185123 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -23413118.000000 Penalty: 6022.806152
	Iteration 55Q: 3 clusters Score -2.341312e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185342 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -23413244.000000 Penalty: 6022.806152
	Iteration 56Q: 3 clusters Score -2.341324e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185539 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -23413330.000000 Penalty: 6022.806152
	Iteration 57Q: 3 clusters Score -2.341333e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185696 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -23413360.000000 Penalty: 6022.806152
	Iteration 58Q: 3 clusters Score -2.341336e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185807 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -23413424.000000 Penalty: 6022.806152
	Iteration 59Q: 3 clusters Score -2.341342e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185906 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -23413444.000000 Penalty: 6022.806152
	Iteration 60F: 3 clusters Score -2.341344e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185982 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -23413478.000000 Penalty: 6022.806152
	Iteration 61Q: 3 clusters Score -2.341348e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186043 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -23413506.000000 Penalty: 6022.806152
	Iteration 62Q: 3 clusters Score -2.341351e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186088 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -23413530.000000 Penalty: 6022.806152
	Iteration 63Q: 3 clusters Score -2.341353e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186128 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -23413552.000000 Penalty: 6022.806152
	Iteration 64Q: 3 clusters Score -2.341355e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186172 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -23413572.000000 Penalty: 6022.806152
	Iteration 65Q: 3 clusters Score -2.341357e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186205 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -23413576.000000 Penalty: 6022.806152
	Iteration 66Q: 3 clusters Score -2.341358e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186238 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -23413600.000000 Penalty: 6022.806152
	Iteration 67Q: 3 clusters Score -2.34136e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186259 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -23413612.000000 Penalty: 6022.806152
	Iteration 68Q: 3 clusters Score -2.341361e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186278 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -23413618.000000 Penalty: 6022.806152
	Iteration 69Q: 3 clusters Score -2.341362e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186287 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -23413636.000000 Penalty: 6022.806152
	Iteration 70Q: 3 clusters Score -2.341364e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186299 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -23413636.000000 Penalty: 6022.806152
	Iteration 71Q: 3 clusters Score -2.341364e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186309 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -23413616.000000 Penalty: 6022.806152
	Iteration 72Q: 3 clusters Score -2.341362e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186322 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -23413610.000000 Penalty: 6022.806152
	Iteration 73Q: 3 clusters Score -2.341361e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186330 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -23413608.000000 Penalty: 6022.806152
	Iteration 74Q: 3 clusters Score -2.341361e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186342 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -23413642.000000 Penalty: 6022.806152
	Iteration 75Q: 3 clusters Score -2.341364e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186355 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -23413648.000000 Penalty: 6022.806152
	Iteration 76Q: 3 clusters Score -2.341365e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186367 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -23413652.000000 Penalty: 6022.806152
	Iteration 77Q: 3 clusters Score -2.341365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186381 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -23413672.000000 Penalty: 6022.806152
	Iteration 78Q: 3 clusters Score -2.341367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186391 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -23413686.000000 Penalty: 6022.806152
	Iteration 79Q: 3 clusters Score -2.341369e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186399 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -23413676.000000 Penalty: 6022.806152
	Iteration 80F: 3 clusters Score -2.341368e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186413 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -23413690.000000 Penalty: 6022.806152
	Iteration 81Q: 3 clusters Score -2.341369e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186425 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -23413696.000000 Penalty: 6022.806152
	Iteration 82Q: 3 clusters Score -2.34137e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186436 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -23413716.000000 Penalty: 6022.806152
	Iteration 83Q: 3 clusters Score -2.341372e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186441 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -23413732.000000 Penalty: 6022.806152
	Iteration 84Q: 3 clusters Score -2.341373e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186449 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -23413712.000000 Penalty: 6022.806152
	Iteration 85Q: 3 clusters Score -2.341371e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186457 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -23413714.000000 Penalty: 6022.806152
	Iteration 86Q: 3 clusters Score -2.341371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186462 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -23413710.000000 Penalty: 6022.806152
	Iteration 87Q: 3 clusters Score -2.341371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186468 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -23413706.000000 Penalty: 6022.806152
	Iteration 88Q: 3 clusters Score -2.341371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186472 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -23413706.000000 Penalty: 6022.806152
	Iteration 89Q: 3 clusters Score -2.341371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186475 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -23413712.000000 Penalty: 6022.806152
	Iteration 90Q: 3 clusters Score -2.341371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186477 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -23413720.000000 Penalty: 6022.806152
	Iteration 91Q: 3 clusters Score -2.341372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186478 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -23413704.000000 Penalty: 6022.806152
	Iteration 92Q: 3 clusters Score -2.34137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186478 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -23413704.000000 Penalty: 6022.806152
	Iteration 93F: 3 clusters Score -2.34137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Entering Unmasked Estep 
Score: -1958690.000000 Penalty: 2406.606934
	Iteration 0F: 2 clusters Score -1958690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1946932.375000 Penalty: 4813.213867
	Iteration 0F: 3 clusters Score -1946932 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1950898.125000 Penalty: 4813.213867
	Iteration 1F: 3 clusters Score -1950898 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1951560.750000 Penalty: 4813.213867
	Iteration 2F: 3 clusters Score -1951561 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1952400.750000 Penalty: 4813.213867
	Iteration 3F: 3 clusters Score -1952401 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1953306.500000 Penalty: 4813.213867
	Iteration 4F: 3 clusters Score -1953306 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1954205.500000 Penalty: 4813.213867
	Iteration 5F: 3 clusters Score -1954206 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1955117.750000 Penalty: 4813.213867
	Iteration 6F: 3 clusters Score -1955118 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1955950.000000 Penalty: 4813.213867
	Iteration 7F: 3 clusters Score -1955950 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1956484.875000 Penalty: 4813.213867
	Iteration 8Q: 3 clusters Score -1956485 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1956777.125000 Penalty: 4813.213867
	Iteration 9Q: 3 clusters Score -1956777 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1956926.750000 Penalty: 4813.213867
	Iteration 10Q: 3 clusters Score -1956927 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1957063.250000 Penalty: 4813.213867
	Iteration 11Q: 3 clusters Score -1957063 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1957169.375000 Penalty: 4813.213867
	Iteration 12Q: 3 clusters Score -1957169 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1957244.000000 Penalty: 4813.213867
	Iteration 13Q: 3 clusters Score -1957244 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1957293.875000 Penalty: 4813.213867
	Iteration 14Q: 3 clusters Score -1957294 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1957317.875000 Penalty: 4813.213867
	Iteration 15Q: 3 clusters Score -1957318 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1957351.500000 Penalty: 4813.213867
	Iteration 16Q: 3 clusters Score -1957352 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1957382.000000 Penalty: 4813.213867
	Iteration 17Q: 3 clusters Score -1957382 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1957392.875000 Penalty: 4813.213867
	Iteration 18Q: 3 clusters Score -1957393 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1957410.250000 Penalty: 4813.213867
	Iteration 19Q: 3 clusters Score -1957410 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1957434.250000 Penalty: 4813.213867
	Iteration 20F: 3 clusters Score -1957434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1957449.375000 Penalty: 4813.213867
	Iteration 21Q: 3 clusters Score -1957449 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1957475.500000 Penalty: 4813.213867
	Iteration 22Q: 3 clusters Score -1957476 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1957490.375000 Penalty: 4813.213867
	Iteration 23Q: 3 clusters Score -1957490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1957506.125000 Penalty: 4813.213867
	Iteration 24Q: 3 clusters Score -1957506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1957521.625000 Penalty: 4813.213867
	Iteration 25Q: 3 clusters Score -1957522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1957531.500000 Penalty: 4813.213867
	Iteration 26Q: 3 clusters Score -1957532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1957539.250000 Penalty: 4813.213867
	Iteration 27Q: 3 clusters Score -1957539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1957550.750000 Penalty: 4813.213867
	Iteration 28Q: 3 clusters Score -1957551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1957556.250000 Penalty: 4813.213867
	Iteration 29Q: 3 clusters Score -1957556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1957566.625000 Penalty: 4813.213867
	Iteration 30Q: 3 clusters Score -1957567 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1957578.875000 Penalty: 4813.213867
	Iteration 31Q: 3 clusters Score -1957579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1957582.625000 Penalty: 4813.213867
	Iteration 32Q: 3 clusters Score -1957583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1957584.750000 Penalty: 4813.213867
	Iteration 33Q: 3 clusters Score -1957585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1957592.750000 Penalty: 4813.213867
	Iteration 34Q: 3 clusters Score -1957593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1957593.125000 Penalty: 4813.213867
	Iteration 35Q: 3 clusters Score -1957593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1957599.000000 Penalty: 4813.213867
	Iteration 36Q: 3 clusters Score -1957599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1957599.625000 Penalty: 4813.213867
	Iteration 37Q: 3 clusters Score -1957600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1957603.125000 Penalty: 4813.213867
	Iteration 38Q: 3 clusters Score -1957603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1957606.375000 Penalty: 4813.213867
	Iteration 39Q: 3 clusters Score -1957606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1957606.750000 Penalty: 4813.213867
	Iteration 40F: 3 clusters Score -1957607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1957607.375000 Penalty: 4813.213867
	Iteration 41Q: 3 clusters Score -1957607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1957613.750000 Penalty: 4813.213867
	Iteration 42Q: 3 clusters Score -1957614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1957620.875000 Penalty: 4813.213867
	Iteration 43Q: 3 clusters Score -1957621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1957623.750000 Penalty: 4813.213867
	Iteration 44Q: 3 clusters Score -1957624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1957635.750000 Penalty: 4813.213867
	Iteration 45Q: 3 clusters Score -1957636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1957639.000000 Penalty: 4813.213867
	Iteration 46Q: 3 clusters Score -1957639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1957640.375000 Penalty: 4813.213867
	Iteration 47Q: 3 clusters Score -1957640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1957647.500000 Penalty: 4813.213867
	Iteration 48Q: 3 clusters Score -1957648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1957648.750000 Penalty: 4813.213867
	Iteration 49Q: 3 clusters Score -1957649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1957652.750000 Penalty: 4813.213867
	Iteration 50Q: 3 clusters Score -1957653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1957659.875000 Penalty: 4813.213867
	Iteration 51Q: 3 clusters Score -1957660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1957658.000000 Penalty: 4813.213867
	Iteration 52Q: 3 clusters Score -1957658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1957659.375000 Penalty: 4813.213867
	Iteration 53Q: 3 clusters Score -1957659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1957660.625000 Penalty: 4813.213867
	Iteration 54Q: 3 clusters Score -1957661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1957664.000000 Penalty: 4813.213867
	Iteration 55Q: 3 clusters Score -1957664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1957661.875000 Penalty: 4813.213867
	Iteration 56Q: 3 clusters Score -1957662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1957661.875000 Penalty: 4813.213867
	Iteration 57F: 3 clusters Score -1957662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Entering Unmasked Estep 
Score: -1323877.625000 Penalty: 2299.595947
	Iteration 0F: 2 clusters Score -1323878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1315787.000000 Penalty: 4599.191895
	Iteration 0F: 3 clusters Score -1315787 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1318159.250000 Penalty: 4599.191895
	Iteration 1F: 3 clusters Score -1318159 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1318527.375000 Penalty: 4599.191895
	Iteration 2F: 3 clusters Score -1318527 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1318813.375000 Penalty: 4599.191895
	Iteration 3F: 3 clusters Score -1318813 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1319046.875000 Penalty: 4599.191895
	Iteration 4Q: 3 clusters Score -1319047 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1319291.125000 Penalty: 4599.191895
	Iteration 5Q: 3 clusters Score -1319291 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1319541.125000 Penalty: 4599.191895
	Iteration 6Q: 3 clusters Score -1319541 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1319862.875000 Penalty: 4599.191895
	Iteration 7Q: 3 clusters Score -1319863 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1320218.750000 Penalty: 4599.191895
	Iteration 8Q: 3 clusters Score -1320219 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1320593.625000 Penalty: 4599.191895
	Iteration 9Q: 3 clusters Score -1320594 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1320958.500000 Penalty: 4599.191895
	Iteration 10Q: 3 clusters Score -1320958 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1321321.250000 Penalty: 4599.191895
	Iteration 11Q: 3 clusters Score -1321321 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1321533.625000 Penalty: 4599.191895
	Iteration 12Q: 3 clusters Score -1321534 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1321656.125000 Penalty: 4599.191895
	Iteration 13Q: 3 clusters Score -1321656 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1321736.000000 Penalty: 4599.191895
	Iteration 14Q: 3 clusters Score -1321736 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1321771.875000 Penalty: 4599.191895
	Iteration 15Q: 3 clusters Score -1321772 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1321806.250000 Penalty: 4599.191895
	Iteration 16Q: 3 clusters Score -1321806 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1321827.000000 Penalty: 4599.191895
	Iteration 17Q: 3 clusters Score -1321827 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1321856.500000 Penalty: 4599.191895
	Iteration 18Q: 3 clusters Score -1321856 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1321880.000000 Penalty: 4599.191895
	Iteration 19Q: 3 clusters Score -1321880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1321900.625000 Penalty: 4599.191895
	Iteration 20F: 3 clusters Score -1321901 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1321929.500000 Penalty: 4599.191895
	Iteration 21Q: 3 clusters Score -1321930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1321942.625000 Penalty: 4599.191895
	Iteration 22Q: 3 clusters Score -1321943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1321954.750000 Penalty: 4599.191895
	Iteration 23Q: 3 clusters Score -1321955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1321965.000000 Penalty: 4599.191895
	Iteration 24Q: 3 clusters Score -1321965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1321976.250000 Penalty: 4599.191895
	Iteration 25Q: 3 clusters Score -1321976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1321985.500000 Penalty: 4599.191895
	Iteration 26Q: 3 clusters Score -1321986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1321993.250000 Penalty: 4599.191895
	Iteration 27Q: 3 clusters Score -1321993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1322003.875000 Penalty: 4599.191895
	Iteration 28Q: 3 clusters Score -1322004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1322011.000000 Penalty: 4599.191895
	Iteration 29Q: 3 clusters Score -1322011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1322024.875000 Penalty: 4599.191895
	Iteration 30Q: 3 clusters Score -1322025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1322034.125000 Penalty: 4599.191895
	Iteration 31Q: 3 clusters Score -1322034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1322042.625000 Penalty: 4599.191895
	Iteration 32Q: 3 clusters Score -1322043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1322045.500000 Penalty: 4599.191895
	Iteration 33Q: 3 clusters Score -1322046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1322047.125000 Penalty: 4599.191895
	Iteration 34Q: 3 clusters Score -1322047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1322051.250000 Penalty: 4599.191895
	Iteration 35Q: 3 clusters Score -1322051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1322054.875000 Penalty: 4599.191895
	Iteration 36Q: 3 clusters Score -1322055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1322058.125000 Penalty: 4599.191895
	Iteration 37Q: 3 clusters Score -1322058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1322063.125000 Penalty: 4599.191895
	Iteration 38Q: 3 clusters Score -1322063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1322068.375000 Penalty: 4599.191895
	Iteration 39Q: 3 clusters Score -1322068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1322073.250000 Penalty: 4599.191895
	Iteration 40F: 3 clusters Score -1322073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1322073.375000 Penalty: 4599.191895
	Iteration 41Q: 3 clusters Score -1322073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1322074.500000 Penalty: 4599.191895
	Iteration 42Q: 3 clusters Score -1322074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1322081.500000 Penalty: 4599.191895
	Iteration 43Q: 3 clusters Score -1322082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1322082.500000 Penalty: 4599.191895
	Iteration 44Q: 3 clusters Score -1322082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1322082.625000 Penalty: 4599.191895
	Iteration 45Q: 3 clusters Score -1322083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1322083.125000 Penalty: 4599.191895
	Iteration 46Q: 3 clusters Score -1322083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1322083.500000 Penalty: 4599.191895
	Iteration 47Q: 3 clusters Score -1322084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1322084.750000 Penalty: 4599.191895
	Iteration 48Q: 3 clusters Score -1322085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1322089.625000 Penalty: 4599.191895
	Iteration 49Q: 3 clusters Score -1322090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1322089.500000 Penalty: 4599.191895
	Iteration 50Q: 3 clusters Score -1322090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1322092.125000 Penalty: 4599.191895
	Iteration 51Q: 3 clusters Score -1322092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1322094.250000 Penalty: 4599.191895
	Iteration 52Q: 3 clusters Score -1322094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1322094.125000 Penalty: 4599.191895
	Iteration 53Q: 3 clusters Score -1322094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1322095.625000 Penalty: 4599.191895
	Iteration 54Q: 3 clusters Score -1322096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1322095.250000 Penalty: 4599.191895
	Iteration 55Q: 3 clusters Score -1322095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1322097.375000 Penalty: 4599.191895
	Iteration 56Q: 3 clusters Score -1322097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1322098.625000 Penalty: 4599.191895
	Iteration 57Q: 3 clusters Score -1322099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1322098.625000 Penalty: 4599.191895
	Iteration 58F: 3 clusters Score -1322099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (220900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220900 members 
Entering Unmasked Estep 
Score: -27471450.000000 Penalty: 3051.755371
	Iteration 0F: 2 clusters Score -2.747145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110535 members 
Mstep: Class 2 contains 110365 members 
Entering Unmasked Estep 
Score: -27326412.000000 Penalty: 6103.510742
	Iteration 0F: 3 clusters Score -2.732641e+07 nChanged 106837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113332 members 
Mstep: Class 2 contains 107568 members 
Entering Unmasked Estep 
Score: -27388834.000000 Penalty: 6103.510742
	Iteration 1F: 3 clusters Score -2.738883e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115163 members 
Mstep: Class 2 contains 105737 members 
Entering Unmasked Estep 
Score: -27390154.000000 Penalty: 6103.510742
	Iteration 2Q: 3 clusters Score -2.739015e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117938 members 
Mstep: Class 2 contains 102962 members 
Entering Unmasked Estep 
Score: -27392000.000000 Penalty: 6103.510742
	Iteration 3Q: 3 clusters Score -2.7392e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122184 members 
Mstep: Class 2 contains 98716 members 
Entering Unmasked Estep 
Score: -27395024.000000 Penalty: 6103.510742
	Iteration 4Q: 3 clusters Score -2.739502e+07 nChanged 10445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128273 members 
Mstep: Class 2 contains 92627 members 
Entering Unmasked Estep 
Score: -27400294.000000 Penalty: 6103.510742
	Iteration 5Q: 3 clusters Score -2.740029e+07 nChanged 13678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136429 members 
Mstep: Class 2 contains 84471 members 
Entering Unmasked Estep 
Score: -27409652.000000 Penalty: 6103.510742
	Iteration 6F: 3 clusters Score -2.740965e+07 nChanged 16508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146093 members 
Mstep: Class 2 contains 74807 members 
Entering Unmasked Estep 
Score: -27424064.000000 Penalty: 6103.510742
	Iteration 7F: 3 clusters Score -2.742406e+07 nChanged 16883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155108 members 
Mstep: Class 2 contains 65792 members 
Entering Unmasked Estep 
Score: -27439266.000000 Penalty: 6103.510742
	Iteration 8F: 3 clusters Score -2.743927e+07 nChanged 13501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161231 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -27449826.000000 Penalty: 6103.510742
	Iteration 9F: 3 clusters Score -2.744983e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165363 members 
Mstep: Class 2 contains 55537 members 
Entering Unmasked Estep 
Score: -27454774.000000 Penalty: 6103.510742
	Iteration 10Q: 3 clusters Score -2.745477e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169039 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -27457688.000000 Penalty: 6103.510742
	Iteration 11Q: 3 clusters Score -2.745769e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172665 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -27460404.000000 Penalty: 6103.510742
	Iteration 12Q: 3 clusters Score -2.74604e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176112 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -27462760.000000 Penalty: 6103.510742
	Iteration 13Q: 3 clusters Score -2.746276e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179336 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -27464868.000000 Penalty: 6103.510742
	Iteration 14Q: 3 clusters Score -2.746487e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182273 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -27466150.000000 Penalty: 6103.510742
	Iteration 15Q: 3 clusters Score -2.746615e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184950 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -27467250.000000 Penalty: 6103.510742
	Iteration 16Q: 3 clusters Score -2.746725e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187388 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -27467852.000000 Penalty: 6103.510742
	Iteration 17Q: 3 clusters Score -2.746785e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189621 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -27468354.000000 Penalty: 6103.510742
	Iteration 18Q: 3 clusters Score -2.746835e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191710 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -27468890.000000 Penalty: 6103.510742
	Iteration 19Q: 3 clusters Score -2.746889e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193699 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -27468984.000000 Penalty: 6103.510742
	Iteration 20F: 3 clusters Score -2.746898e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195574 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -27469232.000000 Penalty: 6103.510742
	Iteration 21Q: 3 clusters Score -2.746923e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197324 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -27469416.000000 Penalty: 6103.510742
	Iteration 22Q: 3 clusters Score -2.746942e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199076 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -27469702.000000 Penalty: 6103.510742
	Iteration 23Q: 3 clusters Score -2.74697e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200680 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -27469650.000000 Penalty: 6103.510742
	Iteration 24Q: 3 clusters Score -2.746965e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202187 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -27469780.000000 Penalty: 6103.510742
	Iteration 25Q: 3 clusters Score -2.746978e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203618 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -27469756.000000 Penalty: 6103.510742
	Iteration 26Q: 3 clusters Score -2.746976e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205007 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -27469952.000000 Penalty: 6103.510742
	Iteration 27Q: 3 clusters Score -2.746995e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206308 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -27470178.000000 Penalty: 6103.510742
	Iteration 28Q: 3 clusters Score -2.747018e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207479 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -27470144.000000 Penalty: 6103.510742
	Iteration 29Q: 3 clusters Score -2.747014e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208532 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -27470170.000000 Penalty: 6103.510742
	Iteration 30Q: 3 clusters Score -2.747017e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209519 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -27470158.000000 Penalty: 6103.510742
	Iteration 31Q: 3 clusters Score -2.747016e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210413 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -27470184.000000 Penalty: 6103.510742
	Iteration 32Q: 3 clusters Score -2.747018e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211248 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -27470336.000000 Penalty: 6103.510742
	Iteration 33Q: 3 clusters Score -2.747034e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212042 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -27470278.000000 Penalty: 6103.510742
	Iteration 34Q: 3 clusters Score -2.747028e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212731 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -27470244.000000 Penalty: 6103.510742
	Iteration 35Q: 3 clusters Score -2.747024e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213402 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -27470348.000000 Penalty: 6103.510742
	Iteration 36Q: 3 clusters Score -2.747035e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213967 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -27470354.000000 Penalty: 6103.510742
	Iteration 37Q: 3 clusters Score -2.747035e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214433 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -27470378.000000 Penalty: 6103.510742
	Iteration 38Q: 3 clusters Score -2.747038e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214845 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -27470334.000000 Penalty: 6103.510742
	Iteration 39Q: 3 clusters Score -2.747033e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215217 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -27470274.000000 Penalty: 6103.510742
	Iteration 40F: 3 clusters Score -2.747027e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215555 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -27470258.000000 Penalty: 6103.510742
	Iteration 41Q: 3 clusters Score -2.747026e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215880 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -27470292.000000 Penalty: 6103.510742
	Iteration 42Q: 3 clusters Score -2.747029e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216178 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -27470210.000000 Penalty: 6103.510742
	Iteration 43Q: 3 clusters Score -2.747021e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216448 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -27470202.000000 Penalty: 6103.510742
	Iteration 44Q: 3 clusters Score -2.74702e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216667 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -27470238.000000 Penalty: 6103.510742
	Iteration 45Q: 3 clusters Score -2.747024e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216877 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -27470190.000000 Penalty: 6103.510742
	Iteration 46Q: 3 clusters Score -2.747019e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217057 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -27470176.000000 Penalty: 6103.510742
	Iteration 47Q: 3 clusters Score -2.747018e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217214 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -27470200.000000 Penalty: 6103.510742
	Iteration 48Q: 3 clusters Score -2.74702e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217345 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -27470210.000000 Penalty: 6103.510742
	Iteration 49Q: 3 clusters Score -2.747021e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217454 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -27470194.000000 Penalty: 6103.510742
	Iteration 50Q: 3 clusters Score -2.747019e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217556 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -27470168.000000 Penalty: 6103.510742
	Iteration 51Q: 3 clusters Score -2.747017e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217645 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -27470194.000000 Penalty: 6103.510742
	Iteration 52Q: 3 clusters Score -2.747019e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217727 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -27470176.000000 Penalty: 6103.510742
	Iteration 53Q: 3 clusters Score -2.747018e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217798 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -27470188.000000 Penalty: 6103.510742
	Iteration 54Q: 3 clusters Score -2.747019e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217857 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -27470126.000000 Penalty: 6103.510742
	Iteration 55Q: 3 clusters Score -2.747013e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217915 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -27470086.000000 Penalty: 6103.510742
	Iteration 56Q: 3 clusters Score -2.747009e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217956 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -27470074.000000 Penalty: 6103.510742
	Iteration 57Q: 3 clusters Score -2.747007e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218001 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -27470082.000000 Penalty: 6103.510742
	Iteration 58Q: 3 clusters Score -2.747008e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218046 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -27470080.000000 Penalty: 6103.510742
	Iteration 59Q: 3 clusters Score -2.747008e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218083 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -27470096.000000 Penalty: 6103.510742
	Iteration 60F: 3 clusters Score -2.74701e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218122 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -27470068.000000 Penalty: 6103.510742
	Iteration 61Q: 3 clusters Score -2.747007e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218166 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -27470030.000000 Penalty: 6103.510742
	Iteration 62Q: 3 clusters Score -2.747003e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218208 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -27470080.000000 Penalty: 6103.510742
	Iteration 63Q: 3 clusters Score -2.747008e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218247 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -27470078.000000 Penalty: 6103.510742
	Iteration 64Q: 3 clusters Score -2.747008e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218286 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -27470036.000000 Penalty: 6103.510742
	Iteration 65Q: 3 clusters Score -2.747004e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218322 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -27470034.000000 Penalty: 6103.510742
	Iteration 66Q: 3 clusters Score -2.747003e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218353 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -27469988.000000 Penalty: 6103.510742
	Iteration 67Q: 3 clusters Score -2.746999e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218385 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -27470016.000000 Penalty: 6103.510742
	Iteration 68Q: 3 clusters Score -2.747002e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218415 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -27470028.000000 Penalty: 6103.510742
	Iteration 69Q: 3 clusters Score -2.747003e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218441 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -27470022.000000 Penalty: 6103.510742
	Iteration 70Q: 3 clusters Score -2.747002e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218470 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -27470032.000000 Penalty: 6103.510742
	Iteration 71Q: 3 clusters Score -2.747003e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218490 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -27470008.000000 Penalty: 6103.510742
	Iteration 72Q: 3 clusters Score -2.747001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218505 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -27470016.000000 Penalty: 6103.510742
	Iteration 73Q: 3 clusters Score -2.747002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218517 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -27470030.000000 Penalty: 6103.510742
	Iteration 74Q: 3 clusters Score -2.747003e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218534 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -27470024.000000 Penalty: 6103.510742
	Iteration 75Q: 3 clusters Score -2.747002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218550 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -27470022.000000 Penalty: 6103.510742
	Iteration 76Q: 3 clusters Score -2.747002e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218565 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -27470008.000000 Penalty: 6103.510742
	Iteration 77Q: 3 clusters Score -2.747001e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218578 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -27470012.000000 Penalty: 6103.510742
	Iteration 78Q: 3 clusters Score -2.747001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218594 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -27470024.000000 Penalty: 6103.510742
	Iteration 79Q: 3 clusters Score -2.747002e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218617 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -27470024.000000 Penalty: 6103.510742
	Iteration 80F: 3 clusters Score -2.747002e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218636 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -27470042.000000 Penalty: 6103.510742
	Iteration 81Q: 3 clusters Score -2.747004e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218656 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -27470028.000000 Penalty: 6103.510742
	Iteration 82Q: 3 clusters Score -2.747003e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218673 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -27470038.000000 Penalty: 6103.510742
	Iteration 83Q: 3 clusters Score -2.747004e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218697 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -27470032.000000 Penalty: 6103.510742
	Iteration 84Q: 3 clusters Score -2.747003e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218710 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -27470034.000000 Penalty: 6103.510742
	Iteration 85Q: 3 clusters Score -2.747003e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218727 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -27470038.000000 Penalty: 6103.510742
	Iteration 86Q: 3 clusters Score -2.747004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218735 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -27470042.000000 Penalty: 6103.510742
	Iteration 87Q: 3 clusters Score -2.747004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218746 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -27470028.000000 Penalty: 6103.510742
	Iteration 88Q: 3 clusters Score -2.747003e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218757 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -27470040.000000 Penalty: 6103.510742
	Iteration 89Q: 3 clusters Score -2.747004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218764 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -27470036.000000 Penalty: 6103.510742
	Iteration 90Q: 3 clusters Score -2.747004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218769 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -27470030.000000 Penalty: 6103.510742
	Iteration 91Q: 3 clusters Score -2.747003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218777 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -27470026.000000 Penalty: 6103.510742
	Iteration 92Q: 3 clusters Score -2.747003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218782 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -27470008.000000 Penalty: 6103.510742
	Iteration 93Q: 3 clusters Score -2.747001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218788 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -27469970.000000 Penalty: 6103.510742
	Iteration 94Q: 3 clusters Score -2.746997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218798 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -27470008.000000 Penalty: 6103.510742
	Iteration 95Q: 3 clusters Score -2.747001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218809 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -27469988.000000 Penalty: 6103.510742
	Iteration 96Q: 3 clusters Score -2.746999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218819 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -27469992.000000 Penalty: 6103.510742
	Iteration 97Q: 3 clusters Score -2.746999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218823 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -27469988.000000 Penalty: 6103.510742
	Iteration 98Q: 3 clusters Score -2.746999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218826 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -27469970.000000 Penalty: 6103.510742
	Iteration 99Q: 3 clusters Score -2.746997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218831 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -27469974.000000 Penalty: 6103.510742
	Iteration 100F: 3 clusters Score -2.746997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218834 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -27469968.000000 Penalty: 6103.510742
	Iteration 101Q: 3 clusters Score -2.746997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218840 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -27469960.000000 Penalty: 6103.510742
	Iteration 102Q: 3 clusters Score -2.746996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218846 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -27469974.000000 Penalty: 6103.510742
	Iteration 103Q: 3 clusters Score -2.746997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218855 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -27469966.000000 Penalty: 6103.510742
	Iteration 104Q: 3 clusters Score -2.746997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218863 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -27469968.000000 Penalty: 6103.510742
	Iteration 105Q: 3 clusters Score -2.746997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218868 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -27469956.000000 Penalty: 6103.510742
	Iteration 106Q: 3 clusters Score -2.746996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218873 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -27469972.000000 Penalty: 6103.510742
	Iteration 107Q: 3 clusters Score -2.746997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218880 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -27469966.000000 Penalty: 6103.510742
	Iteration 108Q: 3 clusters Score -2.746997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218888 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -27469978.000000 Penalty: 6103.510742
	Iteration 109Q: 3 clusters Score -2.746998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218897 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -27469972.000000 Penalty: 6103.510742
	Iteration 110Q: 3 clusters Score -2.746997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218903 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -27469952.000000 Penalty: 6103.510742
	Iteration 111Q: 3 clusters Score -2.746995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218910 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -27469924.000000 Penalty: 6103.510742
	Iteration 112Q: 3 clusters Score -2.746992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218920 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -27469926.000000 Penalty: 6103.510742
	Iteration 113Q: 3 clusters Score -2.746993e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218933 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -27469916.000000 Penalty: 6103.510742
	Iteration 114Q: 3 clusters Score -2.746992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218940 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -27469930.000000 Penalty: 6103.510742
	Iteration 115Q: 3 clusters Score -2.746993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218947 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -27469930.000000 Penalty: 6103.510742
	Iteration 116Q: 3 clusters Score -2.746993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218957 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -27469924.000000 Penalty: 6103.510742
	Iteration 117Q: 3 clusters Score -2.746992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218959 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -27469926.000000 Penalty: 6103.510742
	Iteration 118Q: 3 clusters Score -2.746993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218964 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -27469920.000000 Penalty: 6103.510742
	Iteration 119Q: 3 clusters Score -2.746992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218969 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -27469938.000000 Penalty: 6103.510742
	Iteration 120F: 3 clusters Score -2.746994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218973 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -27469924.000000 Penalty: 6103.510742
	Iteration 121Q: 3 clusters Score -2.746992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218979 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -27469934.000000 Penalty: 6103.510742
	Iteration 122Q: 3 clusters Score -2.746993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218983 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -27469952.000000 Penalty: 6103.510742
	Iteration 123Q: 3 clusters Score -2.746995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218985 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -27469936.000000 Penalty: 6103.510742
	Iteration 124Q: 3 clusters Score -2.746994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218989 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -27469934.000000 Penalty: 6103.510742
	Iteration 125Q: 3 clusters Score -2.746993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218991 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -27469936.000000 Penalty: 6103.510742
	Iteration 126Q: 3 clusters Score -2.746994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218991 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -27469936.000000 Penalty: 6103.510742
	Iteration 127F: 3 clusters Score -2.746994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Entering Unmasked Estep 
Score: -321658.250000 Penalty: 1971.986816
	Iteration 0F: 2 clusters Score -321658.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -318520.312500 Penalty: 3943.973633
	Iteration 0F: 3 clusters Score -318520.3 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -319226.406250 Penalty: 3943.973633
	Iteration 1F: 3 clusters Score -319226.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -319391.031250 Penalty: 3943.973633
	Iteration 2F: 3 clusters Score -319391 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -319496.531250 Penalty: 3943.973633
	Iteration 3Q: 3 clusters Score -319496.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -319572.000000 Penalty: 3943.973633
	Iteration 4Q: 3 clusters Score -319572 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -319618.843750 Penalty: 3943.973633
	Iteration 5Q: 3 clusters Score -319618.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -319653.218750 Penalty: 3943.973633
	Iteration 6Q: 3 clusters Score -319653.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -319682.281250 Penalty: 3943.973633
	Iteration 7Q: 3 clusters Score -319682.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -319698.812500 Penalty: 3943.973633
	Iteration 8Q: 3 clusters Score -319698.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -319717.218750 Penalty: 3943.973633
	Iteration 9Q: 3 clusters Score -319717.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -319739.875000 Penalty: 3943.973633
	Iteration 10Q: 3 clusters Score -319739.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -319760.812500 Penalty: 3943.973633
	Iteration 11Q: 3 clusters Score -319760.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -319781.937500 Penalty: 3943.973633
	Iteration 12Q: 3 clusters Score -319781.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -319806.656250 Penalty: 3943.973633
	Iteration 13Q: 3 clusters Score -319806.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -319834.437500 Penalty: 3943.973633
	Iteration 14Q: 3 clusters Score -319834.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -319860.906250 Penalty: 3943.973633
	Iteration 15Q: 3 clusters Score -319860.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -319879.500000 Penalty: 3943.973633
	Iteration 16Q: 3 clusters Score -319879.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -319890.812500 Penalty: 3943.973633
	Iteration 17Q: 3 clusters Score -319890.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -319901.437500 Penalty: 3943.973633
	Iteration 18Q: 3 clusters Score -319901.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -319909.937500 Penalty: 3943.973633
	Iteration 19Q: 3 clusters Score -319909.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -319917.656250 Penalty: 3943.973633
	Iteration 20F: 3 clusters Score -319917.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -319926.000000 Penalty: 3943.973633
	Iteration 21Q: 3 clusters Score -319926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -319932.750000 Penalty: 3943.973633
	Iteration 22Q: 3 clusters Score -319932.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -319939.156250 Penalty: 3943.973633
	Iteration 23Q: 3 clusters Score -319939.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -319944.156250 Penalty: 3943.973633
	Iteration 24Q: 3 clusters Score -319944.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -319950.062500 Penalty: 3943.973633
	Iteration 25Q: 3 clusters Score -319950.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -319958.781250 Penalty: 3943.973633
	Iteration 26Q: 3 clusters Score -319958.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -319963.156250 Penalty: 3943.973633
	Iteration 27Q: 3 clusters Score -319963.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -319968.187500 Penalty: 3943.973633
	Iteration 28Q: 3 clusters Score -319968.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -319975.250000 Penalty: 3943.973633
	Iteration 29Q: 3 clusters Score -319975.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -319989.625000 Penalty: 3943.973633
	Iteration 30Q: 3 clusters Score -319989.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -319998.500000 Penalty: 3943.973633
	Iteration 31Q: 3 clusters Score -319998.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -320003.875000 Penalty: 3943.973633
	Iteration 32Q: 3 clusters Score -320003.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -320008.500000 Penalty: 3943.973633
	Iteration 33Q: 3 clusters Score -320008.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -320015.250000 Penalty: 3943.973633
	Iteration 34Q: 3 clusters Score -320015.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -320020.531250 Penalty: 3943.973633
	Iteration 35Q: 3 clusters Score -320020.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -320025.875000 Penalty: 3943.973633
	Iteration 36Q: 3 clusters Score -320025.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -320037.500000 Penalty: 3943.973633
	Iteration 37Q: 3 clusters Score -320037.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -320045.687500 Penalty: 3943.973633
	Iteration 38Q: 3 clusters Score -320045.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -320051.218750 Penalty: 3943.973633
	Iteration 39Q: 3 clusters Score -320051.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -320056.625000 Penalty: 3943.973633
	Iteration 40F: 3 clusters Score -320056.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -320062.187500 Penalty: 3943.973633
	Iteration 41Q: 3 clusters Score -320062.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -320068.750000 Penalty: 3943.973633
	Iteration 42Q: 3 clusters Score -320068.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -320074.718750 Penalty: 3943.973633
	Iteration 43Q: 3 clusters Score -320074.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -320078.781250 Penalty: 3943.973633
	Iteration 44Q: 3 clusters Score -320078.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -320082.281250 Penalty: 3943.973633
	Iteration 45Q: 3 clusters Score -320082.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -320085.625000 Penalty: 3943.973633
	Iteration 46Q: 3 clusters Score -320085.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -320089.187500 Penalty: 3943.973633
	Iteration 47Q: 3 clusters Score -320089.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -320092.125000 Penalty: 3943.973633
	Iteration 48Q: 3 clusters Score -320092.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -320092.593750 Penalty: 3943.973633
	Iteration 49Q: 3 clusters Score -320092.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -320092.625000 Penalty: 3943.973633
	Iteration 50Q: 3 clusters Score -320092.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -320092.625000 Penalty: 3943.973633
	Iteration 51F: 3 clusters Score -320092.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Entering Unmasked Estep 
Score: -428953.468750 Penalty: 2038.926880
	Iteration 0F: 2 clusters Score -428953.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -425245.031250 Penalty: 4077.853760
	Iteration 0F: 3 clusters Score -425245 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -426230.468750 Penalty: 4077.853760
	Iteration 1F: 3 clusters Score -426230.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -426485.125000 Penalty: 4077.853760
	Iteration 2F: 3 clusters Score -426485.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -426663.406250 Penalty: 4077.853760
	Iteration 3F: 3 clusters Score -426663.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -426848.937500 Penalty: 4077.853760
	Iteration 4Q: 3 clusters Score -426848.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -427128.406250 Penalty: 4077.853760
	Iteration 5F: 3 clusters Score -427128.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -427498.562500 Penalty: 4077.853760
	Iteration 6F: 3 clusters Score -427498.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -427913.500000 Penalty: 4077.853760
	Iteration 7F: 3 clusters Score -427913.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -428422.531250 Penalty: 4077.853760
	Iteration 8F: 3 clusters Score -428422.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -428827.906250 Penalty: 4077.853760
	Iteration 9F: 3 clusters Score -428827.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -429195.062500 Penalty: 4077.853760
	Iteration 10F: 3 clusters Score -429195.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -429398.625000 Penalty: 4077.853760
	Iteration 11Q: 3 clusters Score -429398.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -429494.906250 Penalty: 4077.853760
	Iteration 12Q: 3 clusters Score -429494.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -429532.218750 Penalty: 4077.853760
	Iteration 13Q: 3 clusters Score -429532.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -429551.812500 Penalty: 4077.853760
	Iteration 14Q: 3 clusters Score -429551.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -429568.750000 Penalty: 4077.853760
	Iteration 15Q: 3 clusters Score -429568.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -429576.656250 Penalty: 4077.853760
	Iteration 16Q: 3 clusters Score -429576.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -429579.281250 Penalty: 4077.853760
	Iteration 17Q: 3 clusters Score -429579.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -429580.062500 Penalty: 4077.853760
	Iteration 18Q: 3 clusters Score -429580.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -429580.062500 Penalty: 4077.853760
	Iteration 19F: 3 clusters Score -429580.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17064 members 
Mstep: Class 4 contains 10620 members 
Mstep: Class 5 contains 31003 members 
Mstep: Class 6 contains 196716 members 
Mstep: Class 7 contains 16811 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43906 members 
Mstep: Class 10 contains 9791 members 
Mstep: Class 11 contains 18813 members 
Mstep: Class 12 contains 83511 members 
Mstep: Class 13 contains 9493 members 
Mstep: Class 14 contains 60906 members 
Mstep: Class 15 contains 3854 members 
Mstep: Class 16 contains 231558 members 
Mstep: Class 17 contains 187729 members 
Mstep: Class 18 contains 16384 members 
Mstep: Class 19 contains 10642 members 
Mstep: Class 20 contains 220900 members 
Mstep: Class 21 contains 2840 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 1936 members 
Mstep: Class 24 contains 1686 members 
Mstep: Class 25 contains 9791 members 
Mstep: Class 26 contains 19848 members 
Mstep: Class 27 contains 3971 members 
Mstep: Class 28 contains 383 members 
Entering Unmasked Estep 
Score: -154552384.000000 Penalty: 97617.203125
Splitting cluster 22 changes total score from -154555440.000000 to -154552384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -198058.421875 Penalty: 1876.958130
	Iteration 0F: 2 clusters Score -198058.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -195594.843750 Penalty: 3753.916260
	Iteration 0F: 3 clusters Score -195594.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -196211.265625 Penalty: 3753.916260
	Iteration 1F: 3 clusters Score -196211.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -196369.265625 Penalty: 3753.916260
	Iteration 2F: 3 clusters Score -196369.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -196459.796875 Penalty: 3753.916260
	Iteration 3F: 3 clusters Score -196459.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -196529.000000 Penalty: 3753.916260
	Iteration 4Q: 3 clusters Score -196529 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -196626.671875 Penalty: 3753.916260
	Iteration 5Q: 3 clusters Score -196626.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -196697.125000 Penalty: 3753.916260
	Iteration 6Q: 3 clusters Score -196697.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -196769.734375 Penalty: 3753.916260
	Iteration 7Q: 3 clusters Score -196769.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -196815.765625 Penalty: 3753.916260
	Iteration 8Q: 3 clusters Score -196815.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -196840.656250 Penalty: 3753.916260
	Iteration 9Q: 3 clusters Score -196840.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -196854.015625 Penalty: 3753.916260
	Iteration 10Q: 3 clusters Score -196854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -196862.546875 Penalty: 3753.916260
	Iteration 11Q: 3 clusters Score -196862.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -196867.031250 Penalty: 3753.916260
	Iteration 12Q: 3 clusters Score -196867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -196871.906250 Penalty: 3753.916260
	Iteration 13Q: 3 clusters Score -196871.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -196875.953125 Penalty: 3753.916260
	Iteration 14Q: 3 clusters Score -196876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -196880.109375 Penalty: 3753.916260
	Iteration 15Q: 3 clusters Score -196880.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -196882.000000 Penalty: 3753.916260
	Iteration 16Q: 3 clusters Score -196882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -196885.015625 Penalty: 3753.916260
	Iteration 17Q: 3 clusters Score -196885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -196889.468750 Penalty: 3753.916260
	Iteration 18Q: 3 clusters Score -196889.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -196893.546875 Penalty: 3753.916260
	Iteration 19Q: 3 clusters Score -196893.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -196893.906250 Penalty: 3753.916260
	Iteration 20F: 3 clusters Score -196893.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -196895.187500 Penalty: 3753.916260
	Iteration 21Q: 3 clusters Score -196895.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -196896.203125 Penalty: 3753.916260
	Iteration 22Q: 3 clusters Score -196896.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -196897.750000 Penalty: 3753.916260
	Iteration 23Q: 3 clusters Score -196897.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -196899.312500 Penalty: 3753.916260
	Iteration 24Q: 3 clusters Score -196899.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -196899.312500 Penalty: 3753.916260
	Iteration 25F: 3 clusters Score -196899.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Entering Unmasked Estep 
Score: -202558.421875 Penalty: 1842.668335
	Iteration 0F: 2 clusters Score -202558.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -200130.203125 Penalty: 3685.336670
	Iteration 0F: 3 clusters Score -200130.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -200571.859375 Penalty: 3685.336670
	Iteration 1F: 3 clusters Score -200571.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -200746.750000 Penalty: 3685.336670
	Iteration 2F: 3 clusters Score -200746.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -200847.343750 Penalty: 3685.336670
	Iteration 3Q: 3 clusters Score -200847.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -200907.515625 Penalty: 3685.336670
	Iteration 4Q: 3 clusters Score -200907.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -200942.812500 Penalty: 3685.336670
	Iteration 5Q: 3 clusters Score -200942.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -200971.843750 Penalty: 3685.336670
	Iteration 6Q: 3 clusters Score -200971.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -200985.250000 Penalty: 3685.336670
	Iteration 7Q: 3 clusters Score -200985.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -200990.437500 Penalty: 3685.336670
	Iteration 8Q: 3 clusters Score -200990.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -200994.718750 Penalty: 3685.336670
	Iteration 9Q: 3 clusters Score -200994.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -200995.890625 Penalty: 3685.336670
	Iteration 10Q: 3 clusters Score -200995.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -200996.875000 Penalty: 3685.336670
	Iteration 11Q: 3 clusters Score -200996.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -200997.515625 Penalty: 3685.336670
	Iteration 12Q: 3 clusters Score -200997.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -200998.234375 Penalty: 3685.336670
	Iteration 13Q: 3 clusters Score -200998.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -200999.093750 Penalty: 3685.336670
	Iteration 14Q: 3 clusters Score -200999.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -200999.093750 Penalty: 3685.336670
	Iteration 15F: 3 clusters Score -200999.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Entering Unmasked Estep 
Score: -1211479.750000 Penalty: 2278.926270
	Iteration 0F: 2 clusters Score -1211480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1203996.125000 Penalty: 4557.852539
	Iteration 0F: 3 clusters Score -1203996 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1206110.000000 Penalty: 4557.852539
	Iteration 1F: 3 clusters Score -1206110 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1206430.625000 Penalty: 4557.852539
	Iteration 2F: 3 clusters Score -1206431 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1206667.500000 Penalty: 4557.852539
	Iteration 3F: 3 clusters Score -1206668 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1206847.250000 Penalty: 4557.852539
	Iteration 4Q: 3 clusters Score -1206847 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1206973.875000 Penalty: 4557.852539
	Iteration 5Q: 3 clusters Score -1206974 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1207079.000000 Penalty: 4557.852539
	Iteration 6Q: 3 clusters Score -1207079 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1207179.000000 Penalty: 4557.852539
	Iteration 7Q: 3 clusters Score -1207179 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1207271.875000 Penalty: 4557.852539
	Iteration 8Q: 3 clusters Score -1207272 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1207362.875000 Penalty: 4557.852539
	Iteration 9Q: 3 clusters Score -1207363 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1207438.375000 Penalty: 4557.852539
	Iteration 10Q: 3 clusters Score -1207438 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1207503.375000 Penalty: 4557.852539
	Iteration 11Q: 3 clusters Score -1207503 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1207561.500000 Penalty: 4557.852539
	Iteration 12Q: 3 clusters Score -1207562 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1207608.500000 Penalty: 4557.852539
	Iteration 13Q: 3 clusters Score -1207608 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1207655.125000 Penalty: 4557.852539
	Iteration 14Q: 3 clusters Score -1207655 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1207710.000000 Penalty: 4557.852539
	Iteration 15Q: 3 clusters Score -1207710 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1207760.250000 Penalty: 4557.852539
	Iteration 16Q: 3 clusters Score -1207760 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1207822.500000 Penalty: 4557.852539
	Iteration 17Q: 3 clusters Score -1207822 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1207895.250000 Penalty: 4557.852539
	Iteration 18Q: 3 clusters Score -1207895 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1207995.750000 Penalty: 4557.852539
	Iteration 19Q: 3 clusters Score -1207996 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1208125.125000 Penalty: 4557.852539
	Iteration 20F: 3 clusters Score -1208125 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1208248.750000 Penalty: 4557.852539
	Iteration 21Q: 3 clusters Score -1208249 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1208393.125000 Penalty: 4557.852539
	Iteration 22Q: 3 clusters Score -1208393 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1208516.750000 Penalty: 4557.852539
	Iteration 23Q: 3 clusters Score -1208517 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1208616.750000 Penalty: 4557.852539
	Iteration 24Q: 3 clusters Score -1208617 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1208693.125000 Penalty: 4557.852539
	Iteration 25Q: 3 clusters Score -1208693 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1208777.375000 Penalty: 4557.852539
	Iteration 26Q: 3 clusters Score -1208777 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1208851.750000 Penalty: 4557.852539
	Iteration 27Q: 3 clusters Score -1208852 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1208902.375000 Penalty: 4557.852539
	Iteration 28Q: 3 clusters Score -1208902 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1208962.375000 Penalty: 4557.852539
	Iteration 29Q: 3 clusters Score -1208962 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1209014.250000 Penalty: 4557.852539
	Iteration 30Q: 3 clusters Score -1209014 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1209053.375000 Penalty: 4557.852539
	Iteration 31Q: 3 clusters Score -1209053 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1209092.625000 Penalty: 4557.852539
	Iteration 32Q: 3 clusters Score -1209093 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1209124.625000 Penalty: 4557.852539
	Iteration 33Q: 3 clusters Score -1209125 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1209155.375000 Penalty: 4557.852539
	Iteration 34Q: 3 clusters Score -1209155 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1209181.000000 Penalty: 4557.852539
	Iteration 35Q: 3 clusters Score -1209181 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1209204.125000 Penalty: 4557.852539
	Iteration 36Q: 3 clusters Score -1209204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1209222.750000 Penalty: 4557.852539
	Iteration 37Q: 3 clusters Score -1209223 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1209240.625000 Penalty: 4557.852539
	Iteration 38Q: 3 clusters Score -1209241 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1209255.375000 Penalty: 4557.852539
	Iteration 39Q: 3 clusters Score -1209255 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1209266.375000 Penalty: 4557.852539
	Iteration 40F: 3 clusters Score -1209266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1209275.000000 Penalty: 4557.852539
	Iteration 41Q: 3 clusters Score -1209275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1209276.875000 Penalty: 4557.852539
	Iteration 42Q: 3 clusters Score -1209277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1209283.125000 Penalty: 4557.852539
	Iteration 43Q: 3 clusters Score -1209283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1209282.500000 Penalty: 4557.852539
	Iteration 44Q: 3 clusters Score -1209282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1209284.250000 Penalty: 4557.852539
	Iteration 45Q: 3 clusters Score -1209284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1209287.750000 Penalty: 4557.852539
	Iteration 46Q: 3 clusters Score -1209288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1209292.875000 Penalty: 4557.852539
	Iteration 47Q: 3 clusters Score -1209293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1209291.500000 Penalty: 4557.852539
	Iteration 48Q: 3 clusters Score -1209292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1209295.250000 Penalty: 4557.852539
	Iteration 49Q: 3 clusters Score -1209295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1209294.000000 Penalty: 4557.852539
	Iteration 50Q: 3 clusters Score -1209294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1209294.125000 Penalty: 4557.852539
	Iteration 51Q: 3 clusters Score -1209294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1209292.000000 Penalty: 4557.852539
	Iteration 52Q: 3 clusters Score -1209292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1209292.000000 Penalty: 4557.852539
	Iteration 53F: 3 clusters Score -1209292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Entering Unmasked Estep 
Score: -2408289.750000 Penalty: 2454.172852
	Iteration 0F: 2 clusters Score -2408290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2394348.500000 Penalty: 4908.345703
	Iteration 0F: 3 clusters Score -2394348 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2399310.750000 Penalty: 4908.345703
	Iteration 1F: 3 clusters Score -2399311 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2399903.250000 Penalty: 4908.345703
	Iteration 2F: 3 clusters Score -2399903 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2400446.750000 Penalty: 4908.345703
	Iteration 3F: 3 clusters Score -2400447 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2400925.500000 Penalty: 4908.345703
	Iteration 4F: 3 clusters Score -2400926 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2401436.750000 Penalty: 4908.345703
	Iteration 5Q: 3 clusters Score -2401437 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2402016.000000 Penalty: 4908.345703
	Iteration 6Q: 3 clusters Score -2402016 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2402740.750000 Penalty: 4908.345703
	Iteration 7F: 3 clusters Score -2402741 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2403560.750000 Penalty: 4908.345703
	Iteration 8F: 3 clusters Score -2403561 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2404337.500000 Penalty: 4908.345703
	Iteration 9Q: 3 clusters Score -2404338 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2404932.000000 Penalty: 4908.345703
	Iteration 10Q: 3 clusters Score -2404932 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2405364.000000 Penalty: 4908.345703
	Iteration 11Q: 3 clusters Score -2405364 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2405672.750000 Penalty: 4908.345703
	Iteration 12Q: 3 clusters Score -2405673 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2405901.000000 Penalty: 4908.345703
	Iteration 13Q: 3 clusters Score -2405901 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2406089.750000 Penalty: 4908.345703
	Iteration 14Q: 3 clusters Score -2406090 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2406255.500000 Penalty: 4908.345703
	Iteration 15Q: 3 clusters Score -2406256 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2406361.000000 Penalty: 4908.345703
	Iteration 16Q: 3 clusters Score -2406361 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2406453.250000 Penalty: 4908.345703
	Iteration 17Q: 3 clusters Score -2406453 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2406518.250000 Penalty: 4908.345703
	Iteration 18Q: 3 clusters Score -2406518 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2406566.250000 Penalty: 4908.345703
	Iteration 19Q: 3 clusters Score -2406566 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2406612.750000 Penalty: 4908.345703
	Iteration 20F: 3 clusters Score -2406613 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2406650.250000 Penalty: 4908.345703
	Iteration 21Q: 3 clusters Score -2406650 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2406685.250000 Penalty: 4908.345703
	Iteration 22Q: 3 clusters Score -2406685 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2406699.250000 Penalty: 4908.345703
	Iteration 23Q: 3 clusters Score -2406699 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2406727.250000 Penalty: 4908.345703
	Iteration 24Q: 3 clusters Score -2406727 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2406750.750000 Penalty: 4908.345703
	Iteration 25Q: 3 clusters Score -2406751 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2406777.000000 Penalty: 4908.345703
	Iteration 26Q: 3 clusters Score -2406777 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2406789.000000 Penalty: 4908.345703
	Iteration 27Q: 3 clusters Score -2406789 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2406801.000000 Penalty: 4908.345703
	Iteration 28Q: 3 clusters Score -2406801 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2406813.500000 Penalty: 4908.345703
	Iteration 29Q: 3 clusters Score -2406814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2406822.000000 Penalty: 4908.345703
	Iteration 30Q: 3 clusters Score -2406822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2406825.750000 Penalty: 4908.345703
	Iteration 31Q: 3 clusters Score -2406826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -2406834.500000 Penalty: 4908.345703
	Iteration 32Q: 3 clusters Score -2406834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2406845.750000 Penalty: 4908.345703
	Iteration 33Q: 3 clusters Score -2406846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2406851.250000 Penalty: 4908.345703
	Iteration 34Q: 3 clusters Score -2406851 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2406869.000000 Penalty: 4908.345703
	Iteration 35Q: 3 clusters Score -2406869 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2406892.000000 Penalty: 4908.345703
	Iteration 36Q: 3 clusters Score -2406892 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2406903.000000 Penalty: 4908.345703
	Iteration 37Q: 3 clusters Score -2406903 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2406926.500000 Penalty: 4908.345703
	Iteration 38Q: 3 clusters Score -2406926 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2406954.250000 Penalty: 4908.345703
	Iteration 39Q: 3 clusters Score -2406954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2406981.750000 Penalty: 4908.345703
	Iteration 40F: 3 clusters Score -2406982 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2407006.750000 Penalty: 4908.345703
	Iteration 41Q: 3 clusters Score -2407007 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2407029.500000 Penalty: 4908.345703
	Iteration 42Q: 3 clusters Score -2407030 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2407052.500000 Penalty: 4908.345703
	Iteration 43Q: 3 clusters Score -2407052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2407067.000000 Penalty: 4908.345703
	Iteration 44Q: 3 clusters Score -2407067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2407077.750000 Penalty: 4908.345703
	Iteration 45Q: 3 clusters Score -2407078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2407085.250000 Penalty: 4908.345703
	Iteration 46Q: 3 clusters Score -2407085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2407093.500000 Penalty: 4908.345703
	Iteration 47Q: 3 clusters Score -2407094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2407096.000000 Penalty: 4908.345703
	Iteration 48Q: 3 clusters Score -2407096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2407107.000000 Penalty: 4908.345703
	Iteration 49Q: 3 clusters Score -2407107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2407110.250000 Penalty: 4908.345703
	Iteration 50Q: 3 clusters Score -2407110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -2407115.250000 Penalty: 4908.345703
	Iteration 51Q: 3 clusters Score -2407115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2407121.250000 Penalty: 4908.345703
	Iteration 52Q: 3 clusters Score -2407121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2407124.750000 Penalty: 4908.345703
	Iteration 53Q: 3 clusters Score -2407125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2407126.250000 Penalty: 4908.345703
	Iteration 54Q: 3 clusters Score -2407126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2407128.250000 Penalty: 4908.345703
	Iteration 55Q: 3 clusters Score -2407128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2407129.750000 Penalty: 4908.345703
	Iteration 56Q: 3 clusters Score -2407130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2407129.000000 Penalty: 4908.345703
	Iteration 57Q: 3 clusters Score -2407129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2407130.000000 Penalty: 4908.345703
	Iteration 58Q: 3 clusters Score -2407130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2407127.000000 Penalty: 4908.345703
	Iteration 59Q: 3 clusters Score -2407127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2407127.000000 Penalty: 4908.345703
	Iteration 60F: 3 clusters Score -2407127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Entering Unmasked Estep 
Score: -482310.218750 Penalty: 2055.119873
	Iteration 0F: 2 clusters Score -482310.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -478447.937500 Penalty: 4110.239746
	Iteration 0F: 3 clusters Score -478447.9 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -479313.062500 Penalty: 4110.239746
	Iteration 1F: 3 clusters Score -479313.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -479570.343750 Penalty: 4110.239746
	Iteration 2F: 3 clusters Score -479570.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -479722.562500 Penalty: 4110.239746
	Iteration 3F: 3 clusters Score -479722.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -479830.187500 Penalty: 4110.239746
	Iteration 4Q: 3 clusters Score -479830.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -479914.750000 Penalty: 4110.239746
	Iteration 5Q: 3 clusters Score -479914.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -479984.937500 Penalty: 4110.239746
	Iteration 6Q: 3 clusters Score -479984.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -480055.968750 Penalty: 4110.239746
	Iteration 7Q: 3 clusters Score -480056 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -480106.000000 Penalty: 4110.239746
	Iteration 8Q: 3 clusters Score -480106 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -480154.812500 Penalty: 4110.239746
	Iteration 9Q: 3 clusters Score -480154.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -480195.843750 Penalty: 4110.239746
	Iteration 10Q: 3 clusters Score -480195.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -480247.500000 Penalty: 4110.239746
	Iteration 11Q: 3 clusters Score -480247.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -480292.656250 Penalty: 4110.239746
	Iteration 12Q: 3 clusters Score -480292.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -480333.875000 Penalty: 4110.239746
	Iteration 13Q: 3 clusters Score -480333.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -480375.625000 Penalty: 4110.239746
	Iteration 14Q: 3 clusters Score -480375.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -480415.062500 Penalty: 4110.239746
	Iteration 15Q: 3 clusters Score -480415.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -480462.312500 Penalty: 4110.239746
	Iteration 16Q: 3 clusters Score -480462.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -480502.906250 Penalty: 4110.239746
	Iteration 17Q: 3 clusters Score -480502.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -480536.812500 Penalty: 4110.239746
	Iteration 18Q: 3 clusters Score -480536.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -480560.281250 Penalty: 4110.239746
	Iteration 19Q: 3 clusters Score -480560.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -480586.562500 Penalty: 4110.239746
	Iteration 20F: 3 clusters Score -480586.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -480606.343750 Penalty: 4110.239746
	Iteration 21Q: 3 clusters Score -480606.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -480621.156250 Penalty: 4110.239746
	Iteration 22Q: 3 clusters Score -480621.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -480633.843750 Penalty: 4110.239746
	Iteration 23Q: 3 clusters Score -480633.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -480644.281250 Penalty: 4110.239746
	Iteration 24Q: 3 clusters Score -480644.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -480649.406250 Penalty: 4110.239746
	Iteration 25Q: 3 clusters Score -480649.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -480654.125000 Penalty: 4110.239746
	Iteration 26Q: 3 clusters Score -480654.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -480658.375000 Penalty: 4110.239746
	Iteration 27Q: 3 clusters Score -480658.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -480666.812500 Penalty: 4110.239746
	Iteration 28Q: 3 clusters Score -480666.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -480668.968750 Penalty: 4110.239746
	Iteration 29Q: 3 clusters Score -480669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -480670.031250 Penalty: 4110.239746
	Iteration 30Q: 3 clusters Score -480670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -480670.968750 Penalty: 4110.239746
	Iteration 31Q: 3 clusters Score -480671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -480672.625000 Penalty: 4110.239746
	Iteration 32Q: 3 clusters Score -480672.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -480672.406250 Penalty: 4110.239746
	Iteration 33Q: 3 clusters Score -480672.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -480672.406250 Penalty: 4110.239746
	Iteration 34F: 3 clusters Score -480672.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17064 members 
Mstep: Class 4 contains 10620 members 
Mstep: Class 5 contains 31003 members 
Mstep: Class 6 contains 196716 members 
Mstep: Class 7 contains 16811 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43906 members 
Mstep: Class 10 contains 9791 members 
Mstep: Class 11 contains 18813 members 
Mstep: Class 12 contains 83511 members 
Mstep: Class 13 contains 9493 members 
Mstep: Class 14 contains 60906 members 
Mstep: Class 15 contains 3854 members 
Mstep: Class 16 contains 231558 members 
Mstep: Class 17 contains 187729 members 
Mstep: Class 18 contains 16384 members 
Mstep: Class 19 contains 10642 members 
Mstep: Class 20 contains 220900 members 
Mstep: Class 21 contains 2840 members 
Mstep: Class 22 contains 3720 members 
Mstep: Class 23 contains 1936 members 
Mstep: Class 24 contains 1686 members 
Mstep: Class 25 contains 9791 members 
Mstep: Class 26 contains 19848 members 
Mstep: Class 27 contains 3971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154554160.000000 Penalty: 94130.875000
Iteration 119Q: 28 clusters Score -1.545542e+08 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17073 members 
Mstep: Class 4 contains 10619 members 
Mstep: Class 5 contains 31052 members 
Mstep: Class 6 contains 197055 members 
Mstep: Class 7 contains 16836 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43926 members 
Mstep: Class 10 contains 9788 members 
Mstep: Class 11 contains 18819 members 
Mstep: Class 12 contains 83429 members 
Mstep: Class 13 contains 9494 members 
Mstep: Class 14 contains 61116 members 
Mstep: Class 15 contains 3854 members 
Mstep: Class 16 contains 230136 members 
Mstep: Class 17 contains 188394 members 
Mstep: Class 18 contains 16396 members 
Mstep: Class 19 contains 10656 members 
Mstep: Class 20 contains 220955 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 3720 members 
Mstep: Class 23 contains 1936 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 9811 members 
Mstep: Class 26 contains 19843 members 
Mstep: Class 27 contains 3971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154553168.000000 Penalty: 94130.875000
Iteration 120F: 28 clusters Score -1.545532e+08 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17083 members 
Mstep: Class 4 contains 10630 members 
Mstep: Class 5 contains 31119 members 
Mstep: Class 6 contains 197390 members 
Mstep: Class 7 contains 16842 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43927 members 
Mstep: Class 10 contains 9783 members 
Mstep: Class 11 contains 18822 members 
Mstep: Class 12 contains 83327 members 
Mstep: Class 13 contains 9495 members 
Mstep: Class 14 contains 61339 members 
Mstep: Class 15 contains 3854 members 
Mstep: Class 16 contains 228798 members 
Mstep: Class 17 contains 188943 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 10668 members 
Mstep: Class 20 contains 221090 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 3720 members 
Mstep: Class 23 contains 1939 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 9821 members 
Mstep: Class 26 contains 19833 members 
Mstep: Class 27 contains 3971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552736.000000 Penalty: 94130.875000
Iteration 121Q: 28 clusters Score -1.545527e+08 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17087 members 
Mstep: Class 4 contains 10619 members 
Mstep: Class 5 contains 31159 members 
Mstep: Class 6 contains 197803 members 
Mstep: Class 7 contains 16855 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43940 members 
Mstep: Class 10 contains 9779 members 
Mstep: Class 11 contains 18826 members 
Mstep: Class 12 contains 83244 members 
Mstep: Class 13 contains 9492 members 
Mstep: Class 14 contains 61585 members 
Mstep: Class 15 contains 3856 members 
Mstep: Class 16 contains 227411 members 
Mstep: Class 17 contains 189421 members 
Mstep: Class 18 contains 16413 members 
Mstep: Class 19 contains 10680 members 
Mstep: Class 20 contains 221271 members 
Mstep: Class 21 contains 2839 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 1940 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 9831 members 
Mstep: Class 26 contains 19831 members 
Mstep: Class 27 contains 3971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552512.000000 Penalty: 94130.875000
Iteration 122Q: 28 clusters Score -1.545525e+08 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17093 members 
Mstep: Class 4 contains 10630 members 
Mstep: Class 5 contains 31214 members 
Mstep: Class 6 contains 198156 members 
Mstep: Class 7 contains 16864 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43951 members 
Mstep: Class 10 contains 9772 members 
Mstep: Class 11 contains 18829 members 
Mstep: Class 12 contains 83166 members 
Mstep: Class 13 contains 9491 members 
Mstep: Class 14 contains 61824 members 
Mstep: Class 15 contains 3856 members 
Mstep: Class 16 contains 226070 members 
Mstep: Class 17 contains 189859 members 
Mstep: Class 18 contains 16416 members 
Mstep: Class 19 contains 10698 members 
Mstep: Class 20 contains 221500 members 
Mstep: Class 21 contains 2837 members 
Mstep: Class 22 contains 3723 members 
Mstep: Class 23 contains 1940 members 
Mstep: Class 24 contains 1692 members 
Mstep: Class 25 contains 9834 members 
Mstep: Class 26 contains 19832 members 
Mstep: Class 27 contains 3971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552976.000000 Penalty: 94130.875000
Iteration 123Q: 28 clusters Score -1.54553e+08 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58060 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17103 members 
Mstep: Class 4 contains 10638 members 
Mstep: Class 5 contains 31246 members 
Mstep: Class 6 contains 198520 members 
Mstep: Class 7 contains 16868 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43959 members 
Mstep: Class 10 contains 9762 members 
Mstep: Class 11 contains 18836 members 
Mstep: Class 12 contains 83084 members 
Mstep: Class 13 contains 9488 members 
Mstep: Class 14 contains 62044 members 
Mstep: Class 15 contains 3856 members 
Mstep: Class 16 contains 224704 members 
Mstep: Class 17 contains 190278 members 
Mstep: Class 18 contains 16421 members 
Mstep: Class 19 contains 10723 members 
Mstep: Class 20 contains 221811 members 
Mstep: Class 21 contains 2838 members 
Mstep: Class 22 contains 3725 members 
Mstep: Class 23 contains 1940 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 9825 members 
Mstep: Class 26 contains 19835 members 
Mstep: Class 27 contains 3970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552736.000000 Penalty: 94130.875000
Iteration 124Q: 28 clusters Score -1.545527e+08 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58105 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17112 members 
Mstep: Class 4 contains 10652 members 
Mstep: Class 5 contains 31281 members 
Mstep: Class 6 contains 198830 members 
Mstep: Class 7 contains 16868 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43965 members 
Mstep: Class 10 contains 9752 members 
Mstep: Class 11 contains 18836 members 
Mstep: Class 12 contains 83005 members 
Mstep: Class 13 contains 9485 members 
Mstep: Class 14 contains 62258 members 
Mstep: Class 15 contains 3856 members 
Mstep: Class 16 contains 223411 members 
Mstep: Class 17 contains 190784 members 
Mstep: Class 18 contains 16424 members 
Mstep: Class 19 contains 10754 members 
Mstep: Class 20 contains 222026 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 3725 members 
Mstep: Class 23 contains 1940 members 
Mstep: Class 24 contains 1687 members 
Mstep: Class 25 contains 9815 members 
Mstep: Class 26 contains 19843 members 
Mstep: Class 27 contains 3970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552592.000000 Penalty: 94130.875000
Iteration 125Q: 28 clusters Score -1.545526e+08 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17119 members 
Mstep: Class 4 contains 10662 members 
Mstep: Class 5 contains 31318 members 
Mstep: Class 6 contains 199149 members 
Mstep: Class 7 contains 16879 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43978 members 
Mstep: Class 10 contains 9738 members 
Mstep: Class 11 contains 18834 members 
Mstep: Class 12 contains 82922 members 
Mstep: Class 13 contains 9482 members 
Mstep: Class 14 contains 62437 members 
Mstep: Class 15 contains 3856 members 
Mstep: Class 16 contains 222175 members 
Mstep: Class 17 contains 191223 members 
Mstep: Class 18 contains 16429 members 
Mstep: Class 19 contains 10787 members 
Mstep: Class 20 contains 222268 members 
Mstep: Class 21 contains 2840 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 1941 members 
Mstep: Class 24 contains 1687 members 
Mstep: Class 25 contains 9829 members 
Mstep: Class 26 contains 19847 members 
Mstep: Class 27 contains 3970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552160.000000 Penalty: 94130.875000
Iteration 126Q: 28 clusters Score -1.545522e+08 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58132 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17128 members 
Mstep: Class 4 contains 10661 members 
Mstep: Class 5 contains 31358 members 
Mstep: Class 6 contains 199407 members 
Mstep: Class 7 contains 16880 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43981 members 
Mstep: Class 10 contains 9728 members 
Mstep: Class 11 contains 18837 members 
Mstep: Class 12 contains 82850 members 
Mstep: Class 13 contains 9481 members 
Mstep: Class 14 contains 62611 members 
Mstep: Class 15 contains 3855 members 
Mstep: Class 16 contains 221042 members 
Mstep: Class 17 contains 191648 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 10829 members 
Mstep: Class 20 contains 222512 members 
Mstep: Class 21 contains 2840 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 1942 members 
Mstep: Class 24 contains 1685 members 
Mstep: Class 25 contains 9840 members 
Mstep: Class 26 contains 19851 members 
Mstep: Class 27 contains 3970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552528.000000 Penalty: 94130.875000
Iteration 127Q: 28 clusters Score -1.545525e+08 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58162 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17133 members 
Mstep: Class 4 contains 10652 members 
Mstep: Class 5 contains 31398 members 
Mstep: Class 6 contains 199669 members 
Mstep: Class 7 contains 16880 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43983 members 
Mstep: Class 10 contains 9722 members 
Mstep: Class 11 contains 18847 members 
Mstep: Class 12 contains 82789 members 
Mstep: Class 13 contains 9481 members 
Mstep: Class 14 contains 62792 members 
Mstep: Class 15 contains 3854 members 
Mstep: Class 16 contains 219889 members 
Mstep: Class 17 contains 191943 members 
Mstep: Class 18 contains 16424 members 
Mstep: Class 19 contains 10874 members 
Mstep: Class 20 contains 222838 members 
Mstep: Class 21 contains 2840 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 1943 members 
Mstep: Class 24 contains 1686 members 
Mstep: Class 25 contains 9863 members 
Mstep: Class 26 contains 19858 members 
Mstep: Class 27 contains 3970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552352.000000 Penalty: 94130.875000
Iteration 128Q: 28 clusters Score -1.545524e+08 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17140 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 31432 members 
Mstep: Class 6 contains 199945 members 
Mstep: Class 7 contains 16882 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43992 members 
Mstep: Class 10 contains 9718 members 
Mstep: Class 11 contains 18851 members 
Mstep: Class 12 contains 82737 members 
Mstep: Class 13 contains 9475 members 
Mstep: Class 14 contains 62952 members 
Mstep: Class 15 contains 3854 members 
Mstep: Class 16 contains 218801 members 
Mstep: Class 17 contains 192230 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 10898 members 
Mstep: Class 20 contains 223137 members 
Mstep: Class 21 contains 2840 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 1943 members 
Mstep: Class 24 contains 1686 members 
Mstep: Class 25 contains 9873 members 
Mstep: Class 26 contains 19870 members 
Mstep: Class 27 contains 3970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552576.000000 Penalty: 94130.875000
Iteration 129Q: 28 clusters Score -1.545526e+08 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58220 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17143 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 31439 members 
Mstep: Class 6 contains 200218 members 
Mstep: Class 7 contains 16885 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44007 members 
Mstep: Class 10 contains 9714 members 
Mstep: Class 11 contains 18854 members 
Mstep: Class 12 contains 82664 members 
Mstep: Class 13 contains 9472 members 
Mstep: Class 14 contains 63082 members 
Mstep: Class 15 contains 3854 members 
Mstep: Class 16 contains 217776 members 
Mstep: Class 17 contains 192489 members 
Mstep: Class 18 contains 16419 members 
Mstep: Class 19 contains 10917 members 
Mstep: Class 20 contains 223479 members 
Mstep: Class 21 contains 2840 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 1943 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 9892 members 
Mstep: Class 26 contains 19877 members 
Mstep: Class 27 contains 3970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552576.000000 Penalty: 94130.875000
Iteration 130Q: 28 clusters Score -1.545526e+08 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17151 members 
Mstep: Class 4 contains 10663 members 
Mstep: Class 5 contains 31438 members 
Mstep: Class 6 contains 200432 members 
Mstep: Class 7 contains 16892 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44010 members 
Mstep: Class 10 contains 9709 members 
Mstep: Class 11 contains 18852 members 
Mstep: Class 12 contains 82597 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 63203 members 
Mstep: Class 15 contains 3853 members 
Mstep: Class 16 contains 216859 members 
Mstep: Class 17 contains 192775 members 
Mstep: Class 18 contains 16415 members 
Mstep: Class 19 contains 10937 members 
Mstep: Class 20 contains 223754 members 
Mstep: Class 21 contains 2840 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 1943 members 
Mstep: Class 24 contains 1685 members 
Mstep: Class 25 contains 9915 members 
Mstep: Class 26 contains 19889 members 
Mstep: Class 27 contains 3971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552576.000000 Penalty: 94130.875000
Iteration 131Q: 28 clusters Score -1.545526e+08 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58266 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17167 members 
Mstep: Class 4 contains 10670 members 
Mstep: Class 5 contains 31419 members 
Mstep: Class 6 contains 200586 members 
Mstep: Class 7 contains 16896 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44013 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 18854 members 
Mstep: Class 12 contains 82514 members 
Mstep: Class 13 contains 9462 members 
Mstep: Class 14 contains 63331 members 
Mstep: Class 15 contains 3853 members 
Mstep: Class 16 contains 216046 members 
Mstep: Class 17 contains 193032 members 
Mstep: Class 18 contains 16414 members 
Mstep: Class 19 contains 10967 members 
Mstep: Class 20 contains 224023 members 
Mstep: Class 21 contains 2843 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 1943 members 
Mstep: Class 24 contains 1687 members 
Mstep: Class 25 contains 9937 members 
Mstep: Class 26 contains 19892 members 
Mstep: Class 27 contains 3971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552320.000000 Penalty: 94130.875000
Iteration 132Q: 28 clusters Score -1.545523e+08 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58293 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17174 members 
Mstep: Class 4 contains 10679 members 
Mstep: Class 5 contains 31413 members 
Mstep: Class 6 contains 200679 members 
Mstep: Class 7 contains 16901 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44013 members 
Mstep: Class 10 contains 9700 members 
Mstep: Class 11 contains 18854 members 
Mstep: Class 12 contains 82434 members 
Mstep: Class 13 contains 9462 members 
Mstep: Class 14 contains 63443 members 
Mstep: Class 15 contains 3853 members 
Mstep: Class 16 contains 215352 members 
Mstep: Class 17 contains 193200 members 
Mstep: Class 18 contains 16422 members 
Mstep: Class 19 contains 10999 members 
Mstep: Class 20 contains 224319 members 
Mstep: Class 21 contains 2844 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 1943 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 9963 members 
Mstep: Class 26 contains 19892 members 
Mstep: Class 27 contains 3971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551760.000000 Penalty: 94130.875000
Iteration 133Q: 28 clusters Score -1.545518e+08 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17180 members 
Mstep: Class 4 contains 10677 members 
Mstep: Class 5 contains 31398 members 
Mstep: Class 6 contains 200811 members 
Mstep: Class 7 contains 16901 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44018 members 
Mstep: Class 10 contains 9693 members 
Mstep: Class 11 contains 18862 members 
Mstep: Class 12 contains 82375 members 
Mstep: Class 13 contains 9454 members 
Mstep: Class 14 contains 63554 members 
Mstep: Class 15 contains 3853 members 
Mstep: Class 16 contains 214773 members 
Mstep: Class 17 contains 193336 members 
Mstep: Class 18 contains 16418 members 
Mstep: Class 19 contains 11022 members 
Mstep: Class 20 contains 224542 members 
Mstep: Class 21 contains 2845 members 
Mstep: Class 22 contains 3731 members 
Mstep: Class 23 contains 1943 members 
Mstep: Class 24 contains 1686 members 
Mstep: Class 25 contains 9979 members 
Mstep: Class 26 contains 19894 members 
Mstep: Class 27 contains 3971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552224.000000 Penalty: 94130.875000
Iteration 134Q: 28 clusters Score -1.545522e+08 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58326 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17184 members 
Mstep: Class 4 contains 10673 members 
Mstep: Class 5 contains 31391 members 
Mstep: Class 6 contains 200899 members 
Mstep: Class 7 contains 16883 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44022 members 
Mstep: Class 10 contains 9689 members 
Mstep: Class 11 contains 18866 members 
Mstep: Class 12 contains 82315 members 
Mstep: Class 13 contains 9456 members 
Mstep: Class 14 contains 63657 members 
Mstep: Class 15 contains 3853 members 
Mstep: Class 16 contains 214330 members 
Mstep: Class 17 contains 193440 members 
Mstep: Class 18 contains 16414 members 
Mstep: Class 19 contains 11044 members 
Mstep: Class 20 contains 224713 members 
Mstep: Class 21 contains 2844 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 1943 members 
Mstep: Class 24 contains 1686 members 
Mstep: Class 25 contains 10002 members 
Mstep: Class 26 contains 19896 members 
Mstep: Class 27 contains 3970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551552.000000 Penalty: 94130.875000
Iteration 135Q: 28 clusters Score -1.545516e+08 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17189 members 
Mstep: Class 4 contains 10673 members 
Mstep: Class 5 contains 31381 members 
Mstep: Class 6 contains 200977 members 
Mstep: Class 7 contains 16879 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44016 members 
Mstep: Class 10 contains 9685 members 
Mstep: Class 11 contains 18865 members 
Mstep: Class 12 contains 82266 members 
Mstep: Class 13 contains 9455 members 
Mstep: Class 14 contains 63756 members 
Mstep: Class 15 contains 3853 members 
Mstep: Class 16 contains 213931 members 
Mstep: Class 17 contains 193498 members 
Mstep: Class 18 contains 16416 members 
Mstep: Class 19 contains 11052 members 
Mstep: Class 20 contains 224904 members 
Mstep: Class 21 contains 2840 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 1944 members 
Mstep: Class 24 contains 1687 members 
Mstep: Class 25 contains 10029 members 
Mstep: Class 26 contains 19896 members 
Mstep: Class 27 contains 3971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551520.000000 Penalty: 94130.875000
Iteration 136Q: 28 clusters Score -1.545515e+08 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17194 members 
Mstep: Class 4 contains 10674 members 
Mstep: Class 5 contains 31358 members 
Mstep: Class 6 contains 201036 members 
Mstep: Class 7 contains 16874 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44019 members 
Mstep: Class 10 contains 9678 members 
Mstep: Class 11 contains 18867 members 
Mstep: Class 12 contains 82228 members 
Mstep: Class 13 contains 9452 members 
Mstep: Class 14 contains 63857 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 213558 members 
Mstep: Class 17 contains 193548 members 
Mstep: Class 18 contains 16413 members 
Mstep: Class 19 contains 11071 members 
Mstep: Class 20 contains 225086 members 
Mstep: Class 21 contains 2838 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 1945 members 
Mstep: Class 24 contains 1687 members 
Mstep: Class 25 contains 10045 members 
Mstep: Class 26 contains 19901 members 
Mstep: Class 27 contains 3971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551824.000000 Penalty: 94130.875000
Iteration 137Q: 28 clusters Score -1.545518e+08 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58357 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17198 members 
Mstep: Class 4 contains 10677 members 
Mstep: Class 5 contains 31340 members 
Mstep: Class 6 contains 201080 members 
Mstep: Class 7 contains 16864 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44027 members 
Mstep: Class 10 contains 9669 members 
Mstep: Class 11 contains 18870 members 
Mstep: Class 12 contains 82193 members 
Mstep: Class 13 contains 9450 members 
Mstep: Class 14 contains 63949 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 213242 members 
Mstep: Class 17 contains 193569 members 
Mstep: Class 18 contains 16412 members 
Mstep: Class 19 contains 11088 members 
Mstep: Class 20 contains 225251 members 
Mstep: Class 21 contains 2837 members 
Mstep: Class 22 contains 3727 members 
Mstep: Class 23 contains 1945 members 
Mstep: Class 24 contains 1688 members 
Mstep: Class 25 contains 10065 members 
Mstep: Class 26 contains 19903 members 
Mstep: Class 27 contains 3972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552016.000000 Penalty: 94130.875000
Iteration 138Q: 28 clusters Score -1.54552e+08 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58360 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17203 members 
Mstep: Class 4 contains 10675 members 
Mstep: Class 5 contains 31332 members 
Mstep: Class 6 contains 201083 members 
Mstep: Class 7 contains 16856 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44026 members 
Mstep: Class 10 contains 9667 members 
Mstep: Class 11 contains 18872 members 
Mstep: Class 12 contains 82142 members 
Mstep: Class 13 contains 9448 members 
Mstep: Class 14 contains 64016 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 213052 members 
Mstep: Class 17 contains 193586 members 
Mstep: Class 18 contains 16409 members 
Mstep: Class 19 contains 11105 members 
Mstep: Class 20 contains 225391 members 
Mstep: Class 21 contains 2836 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 1945 members 
Mstep: Class 24 contains 1685 members 
Mstep: Class 25 contains 10082 members 
Mstep: Class 26 contains 19903 members 
Mstep: Class 27 contains 3973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552096.000000 Penalty: 94130.875000
Iteration 139Q: 28 clusters Score -1.545521e+08 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17209 members 
Mstep: Class 4 contains 10673 members 
Mstep: Class 5 contains 31318 members 
Mstep: Class 6 contains 201023 members 
Mstep: Class 7 contains 16856 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44021 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 18874 members 
Mstep: Class 12 contains 82113 members 
Mstep: Class 13 contains 9446 members 
Mstep: Class 14 contains 64060 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 213023 members 
Mstep: Class 17 contains 193595 members 
Mstep: Class 18 contains 16413 members 
Mstep: Class 19 contains 11112 members 
Mstep: Class 20 contains 225461 members 
Mstep: Class 21 contains 2837 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 1945 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 10099 members 
Mstep: Class 26 contains 19905 members 
Mstep: Class 27 contains 3973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552096.000000 Penalty: 94130.875000
Iteration 140F: 28 clusters Score -1.545521e+08 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58340 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17213 members 
Mstep: Class 4 contains 10670 members 
Mstep: Class 5 contains 31297 members 
Mstep: Class 6 contains 200980 members 
Mstep: Class 7 contains 16855 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44018 members 
Mstep: Class 10 contains 9651 members 
Mstep: Class 11 contains 18872 members 
Mstep: Class 12 contains 82092 members 
Mstep: Class 13 contains 9449 members 
Mstep: Class 14 contains 64125 members 
Mstep: Class 15 contains 3851 members 
Mstep: Class 16 contains 213008 members 
Mstep: Class 17 contains 193569 members 
Mstep: Class 18 contains 16417 members 
Mstep: Class 19 contains 11113 members 
Mstep: Class 20 contains 225514 members 
Mstep: Class 21 contains 2835 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 1945 members 
Mstep: Class 24 contains 1685 members 
Mstep: Class 25 contains 10124 members 
Mstep: Class 26 contains 19905 members 
Mstep: Class 27 contains 3973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551984.000000 Penalty: 94130.875000
Iteration 141Q: 28 clusters Score -1.54552e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58331 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17215 members 
Mstep: Class 4 contains 10659 members 
Mstep: Class 5 contains 31275 members 
Mstep: Class 6 contains 200904 members 
Mstep: Class 7 contains 16853 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44011 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 18874 members 
Mstep: Class 12 contains 82065 members 
Mstep: Class 13 contains 9449 members 
Mstep: Class 14 contains 64179 members 
Mstep: Class 15 contains 3851 members 
Mstep: Class 16 contains 213050 members 
Mstep: Class 17 contains 193540 members 
Mstep: Class 18 contains 16418 members 
Mstep: Class 19 contains 11118 members 
Mstep: Class 20 contains 225589 members 
Mstep: Class 21 contains 2834 members 
Mstep: Class 22 contains 3720 members 
Mstep: Class 23 contains 1945 members 
Mstep: Class 24 contains 1685 members 
Mstep: Class 25 contains 10139 members 
Mstep: Class 26 contains 19908 members 
Mstep: Class 27 contains 3973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551744.000000 Penalty: 94130.875000
Iteration 142Q: 28 clusters Score -1.545517e+08 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17214 members 
Mstep: Class 4 contains 10650 members 
Mstep: Class 5 contains 31258 members 
Mstep: Class 6 contains 200854 members 
Mstep: Class 7 contains 16847 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44015 members 
Mstep: Class 10 contains 9635 members 
Mstep: Class 11 contains 18877 members 
Mstep: Class 12 contains 82029 members 
Mstep: Class 13 contains 9447 members 
Mstep: Class 14 contains 64224 members 
Mstep: Class 15 contains 3851 members 
Mstep: Class 16 contains 213076 members 
Mstep: Class 17 contains 193517 members 
Mstep: Class 18 contains 16416 members 
Mstep: Class 19 contains 11123 members 
Mstep: Class 20 contains 225662 members 
Mstep: Class 21 contains 2834 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 1945 members 
Mstep: Class 24 contains 1685 members 
Mstep: Class 25 contains 10151 members 
Mstep: Class 26 contains 19908 members 
Mstep: Class 27 contains 3974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551392.000000 Penalty: 94130.875000
Iteration 143Q: 28 clusters Score -1.545514e+08 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17213 members 
Mstep: Class 4 contains 10645 members 
Mstep: Class 5 contains 31249 members 
Mstep: Class 6 contains 200806 members 
Mstep: Class 7 contains 16840 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44021 members 
Mstep: Class 10 contains 9625 members 
Mstep: Class 11 contains 18880 members 
Mstep: Class 12 contains 82005 members 
Mstep: Class 13 contains 9446 members 
Mstep: Class 14 contains 64264 members 
Mstep: Class 15 contains 3851 members 
Mstep: Class 16 contains 213078 members 
Mstep: Class 17 contains 193591 members 
Mstep: Class 18 contains 16418 members 
Mstep: Class 19 contains 11133 members 
Mstep: Class 20 contains 225650 members 
Mstep: Class 21 contains 2835 members 
Mstep: Class 22 contains 3717 members 
Mstep: Class 23 contains 1945 members 
Mstep: Class 24 contains 1686 members 
Mstep: Class 25 contains 10161 members 
Mstep: Class 26 contains 19908 members 
Mstep: Class 27 contains 3975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551520.000000 Penalty: 94130.875000
Iteration 144Q: 28 clusters Score -1.545515e+08 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17212 members 
Mstep: Class 4 contains 10644 members 
Mstep: Class 5 contains 31225 members 
Mstep: Class 6 contains 200726 members 
Mstep: Class 7 contains 16831 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44020 members 
Mstep: Class 10 contains 9616 members 
Mstep: Class 11 contains 18884 members 
Mstep: Class 12 contains 81995 members 
Mstep: Class 13 contains 9444 members 
Mstep: Class 14 contains 64309 members 
Mstep: Class 15 contains 3851 members 
Mstep: Class 16 contains 213139 members 
Mstep: Class 17 contains 193665 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 11147 members 
Mstep: Class 20 contains 225588 members 
Mstep: Class 21 contains 2834 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 1945 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 10166 members 
Mstep: Class 26 contains 19909 members 
Mstep: Class 27 contains 3975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551472.000000 Penalty: 94130.875000
Iteration 145Q: 28 clusters Score -1.545515e+08 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58276 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17211 members 
Mstep: Class 4 contains 10634 members 
Mstep: Class 5 contains 31211 members 
Mstep: Class 6 contains 200654 members 
Mstep: Class 7 contains 16826 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44022 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 18887 members 
Mstep: Class 12 contains 81964 members 
Mstep: Class 13 contains 9443 members 
Mstep: Class 14 contains 64343 members 
Mstep: Class 15 contains 3851 members 
Mstep: Class 16 contains 213187 members 
Mstep: Class 17 contains 193806 members 
Mstep: Class 18 contains 16424 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 225477 members 
Mstep: Class 21 contains 2836 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 1945 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 10175 members 
Mstep: Class 26 contains 19908 members 
Mstep: Class 27 contains 3974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551248.000000 Penalty: 94130.875000
Iteration 146Q: 28 clusters Score -1.545512e+08 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17209 members 
Mstep: Class 4 contains 10622 members 
Mstep: Class 5 contains 31209 members 
Mstep: Class 6 contains 200554 members 
Mstep: Class 7 contains 16825 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44026 members 
Mstep: Class 10 contains 9598 members 
Mstep: Class 11 contains 18892 members 
Mstep: Class 12 contains 81947 members 
Mstep: Class 13 contains 9444 members 
Mstep: Class 14 contains 64373 members 
Mstep: Class 15 contains 3851 members 
Mstep: Class 16 contains 213274 members 
Mstep: Class 17 contains 194027 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 11171 members 
Mstep: Class 20 contains 225253 members 
Mstep: Class 21 contains 2837 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 1945 members 
Mstep: Class 24 contains 1686 members 
Mstep: Class 25 contains 10187 members 
Mstep: Class 26 contains 19906 members 
Mstep: Class 27 contains 3974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551360.000000 Penalty: 94130.875000
Iteration 147Q: 28 clusters Score -1.545514e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58284 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17209 members 
Mstep: Class 4 contains 10622 members 
Mstep: Class 5 contains 31208 members 
Mstep: Class 6 contains 200453 members 
Mstep: Class 7 contains 16821 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44020 members 
Mstep: Class 10 contains 9594 members 
Mstep: Class 11 contains 18896 members 
Mstep: Class 12 contains 81911 members 
Mstep: Class 13 contains 9441 members 
Mstep: Class 14 contains 64397 members 
Mstep: Class 15 contains 3851 members 
Mstep: Class 16 contains 213366 members 
Mstep: Class 17 contains 194238 members 
Mstep: Class 18 contains 16427 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 225038 members 
Mstep: Class 21 contains 2838 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 1945 members 
Mstep: Class 24 contains 1690 members 
Mstep: Class 25 contains 10194 members 
Mstep: Class 26 contains 19907 members 
Mstep: Class 27 contains 3974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551488.000000 Penalty: 94130.875000
Iteration 148Q: 28 clusters Score -1.545515e+08 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17209 members 
Mstep: Class 4 contains 10621 members 
Mstep: Class 5 contains 31213 members 
Mstep: Class 6 contains 200339 members 
Mstep: Class 7 contains 16823 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44029 members 
Mstep: Class 10 contains 9592 members 
Mstep: Class 11 contains 18896 members 
Mstep: Class 12 contains 81880 members 
Mstep: Class 13 contains 9440 members 
Mstep: Class 14 contains 64408 members 
Mstep: Class 15 contains 3851 members 
Mstep: Class 16 contains 213442 members 
Mstep: Class 17 contains 194410 members 
Mstep: Class 18 contains 16435 members 
Mstep: Class 19 contains 11195 members 
Mstep: Class 20 contains 224876 members 
Mstep: Class 21 contains 2839 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 1945 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 19912 members 
Mstep: Class 27 contains 3974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551600.000000 Penalty: 94130.875000
Iteration 149Q: 28 clusters Score -1.545516e+08 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58282 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17208 members 
Mstep: Class 4 contains 10615 members 
Mstep: Class 5 contains 31217 members 
Mstep: Class 6 contains 200240 members 
Mstep: Class 7 contains 16813 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44030 members 
Mstep: Class 10 contains 9592 members 
Mstep: Class 11 contains 18898 members 
Mstep: Class 12 contains 81855 members 
Mstep: Class 13 contains 9440 members 
Mstep: Class 14 contains 64410 members 
Mstep: Class 15 contains 3851 members 
Mstep: Class 16 contains 213547 members 
Mstep: Class 17 contains 194584 members 
Mstep: Class 18 contains 16442 members 
Mstep: Class 19 contains 11206 members 
Mstep: Class 20 contains 224696 members 
Mstep: Class 21 contains 2839 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 1945 members 
Mstep: Class 24 contains 1692 members 
Mstep: Class 25 contains 10215 members 
Mstep: Class 26 contains 19917 members 
Mstep: Class 27 contains 3973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551424.000000 Penalty: 94130.875000
Iteration 150Q: 28 clusters Score -1.545514e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17210 members 
Mstep: Class 4 contains 10622 members 
Mstep: Class 5 contains 31217 members 
Mstep: Class 6 contains 200138 members 
Mstep: Class 7 contains 16805 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44030 members 
Mstep: Class 10 contains 9589 members 
Mstep: Class 11 contains 18897 members 
Mstep: Class 12 contains 81835 members 
Mstep: Class 13 contains 9440 members 
Mstep: Class 14 contains 64427 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 213681 members 
Mstep: Class 17 contains 194713 members 
Mstep: Class 18 contains 16441 members 
Mstep: Class 19 contains 11205 members 
Mstep: Class 20 contains 224516 members 
Mstep: Class 21 contains 2837 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 1945 members 
Mstep: Class 24 contains 1692 members 
Mstep: Class 25 contains 10228 members 
Mstep: Class 26 contains 19925 members 
Mstep: Class 27 contains 3974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551600.000000 Penalty: 94130.875000
Iteration 151Q: 28 clusters Score -1.545516e+08 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58296 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17212 members 
Mstep: Class 4 contains 10625 members 
Mstep: Class 5 contains 31214 members 
Mstep: Class 6 contains 200057 members 
Mstep: Class 7 contains 16794 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44038 members 
Mstep: Class 10 contains 9586 members 
Mstep: Class 11 contains 18897 members 
Mstep: Class 12 contains 81804 members 
Mstep: Class 13 contains 9438 members 
Mstep: Class 14 contains 64445 members 
Mstep: Class 15 contains 3853 members 
Mstep: Class 16 contains 213779 members 
Mstep: Class 17 contains 194955 members 
Mstep: Class 18 contains 16447 members 
Mstep: Class 19 contains 11206 members 
Mstep: Class 20 contains 224242 members 
Mstep: Class 21 contains 2837 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 1945 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 10242 members 
Mstep: Class 26 contains 19930 members 
Mstep: Class 27 contains 3973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551376.000000 Penalty: 94130.875000
Iteration 152Q: 28 clusters Score -1.545514e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58304 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17213 members 
Mstep: Class 4 contains 10622 members 
Mstep: Class 5 contains 31210 members 
Mstep: Class 6 contains 199984 members 
Mstep: Class 7 contains 16785 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44046 members 
Mstep: Class 10 contains 9582 members 
Mstep: Class 11 contains 18899 members 
Mstep: Class 12 contains 81786 members 
Mstep: Class 13 contains 9436 members 
Mstep: Class 14 contains 64461 members 
Mstep: Class 15 contains 3853 members 
Mstep: Class 16 contains 213945 members 
Mstep: Class 17 contains 195115 members 
Mstep: Class 18 contains 16445 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 20 contains 223972 members 
Mstep: Class 21 contains 2835 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 1944 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 10260 members 
Mstep: Class 26 contains 19935 members 
Mstep: Class 27 contains 3972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551328.000000 Penalty: 94130.875000
Iteration 153Q: 28 clusters Score -1.545513e+08 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17213 members 
Mstep: Class 4 contains 10609 members 
Mstep: Class 5 contains 31202 members 
Mstep: Class 6 contains 199944 members 
Mstep: Class 7 contains 16781 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44048 members 
Mstep: Class 10 contains 9577 members 
Mstep: Class 11 contains 18906 members 
Mstep: Class 12 contains 81782 members 
Mstep: Class 13 contains 9434 members 
Mstep: Class 14 contains 64476 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 214099 members 
Mstep: Class 17 contains 195259 members 
Mstep: Class 18 contains 16450 members 
Mstep: Class 19 contains 11218 members 
Mstep: Class 20 contains 223679 members 
Mstep: Class 21 contains 2834 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 1945 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 10277 members 
Mstep: Class 26 contains 19943 members 
Mstep: Class 27 contains 3972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551552.000000 Penalty: 94130.875000
Iteration 154Q: 28 clusters Score -1.545516e+08 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58312 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17213 members 
Mstep: Class 4 contains 10595 members 
Mstep: Class 5 contains 31194 members 
Mstep: Class 6 contains 199892 members 
Mstep: Class 7 contains 16776 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44055 members 
Mstep: Class 10 contains 9572 members 
Mstep: Class 11 contains 18916 members 
Mstep: Class 12 contains 81766 members 
Mstep: Class 13 contains 9434 members 
Mstep: Class 14 contains 64510 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 214254 members 
Mstep: Class 17 contains 195436 members 
Mstep: Class 18 contains 16452 members 
Mstep: Class 19 contains 11219 members 
Mstep: Class 20 contains 223379 members 
Mstep: Class 21 contains 2834 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 1944 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 10293 members 
Mstep: Class 26 contains 19945 members 
Mstep: Class 27 contains 3972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552032.000000 Penalty: 94130.875000
Iteration 155Q: 28 clusters Score -1.54552e+08 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58327 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17215 members 
Mstep: Class 4 contains 10585 members 
Mstep: Class 5 contains 31172 members 
Mstep: Class 6 contains 199862 members 
Mstep: Class 7 contains 16773 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44053 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 18923 members 
Mstep: Class 12 contains 81777 members 
Mstep: Class 13 contains 9434 members 
Mstep: Class 14 contains 64538 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 214421 members 
Mstep: Class 17 contains 195592 members 
Mstep: Class 18 contains 16460 members 
Mstep: Class 19 contains 11219 members 
Mstep: Class 20 contains 223040 members 
Mstep: Class 21 contains 2835 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 1944 members 
Mstep: Class 24 contains 1695 members 
Mstep: Class 25 contains 10303 members 
Mstep: Class 26 contains 19948 members 
Mstep: Class 27 contains 3972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551920.000000 Penalty: 94130.875000
Iteration 156Q: 28 clusters Score -1.545519e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58341 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17215 members 
Mstep: Class 4 contains 10580 members 
Mstep: Class 5 contains 31158 members 
Mstep: Class 6 contains 199817 members 
Mstep: Class 7 contains 16768 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44058 members 
Mstep: Class 10 contains 9566 members 
Mstep: Class 11 contains 18934 members 
Mstep: Class 12 contains 81778 members 
Mstep: Class 13 contains 9433 members 
Mstep: Class 14 contains 64567 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 214628 members 
Mstep: Class 17 contains 195716 members 
Mstep: Class 18 contains 16466 members 
Mstep: Class 19 contains 11220 members 
Mstep: Class 20 contains 222685 members 
Mstep: Class 21 contains 2835 members 
Mstep: Class 22 contains 3716 members 
Mstep: Class 23 contains 1944 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 10326 members 
Mstep: Class 26 contains 19951 members 
Mstep: Class 27 contains 3974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551696.000000 Penalty: 94130.875000
Iteration 157Q: 28 clusters Score -1.545517e+08 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 17216 members 
Mstep: Class 4 contains 10580 members 
Mstep: Class 5 contains 31145 members 
Mstep: Class 6 contains 199772 members 
Mstep: Class 7 contains 16765 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44064 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 18939 members 
Mstep: Class 12 contains 81782 members 
Mstep: Class 13 contains 9431 members 
Mstep: Class 14 contains 64594 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 214825 members 
Mstep: Class 17 contains 195876 members 
Mstep: Class 18 contains 16470 members 
Mstep: Class 19 contains 11227 members 
Mstep: Class 20 contains 222296 members 
Mstep: Class 21 contains 2836 members 
Mstep: Class 22 contains 3716 members 
Mstep: Class 23 contains 1945 members 
Mstep: Class 24 contains 1701 members 
Mstep: Class 25 contains 10341 members 
Mstep: Class 26 contains 19953 members 
Mstep: Class 27 contains 3974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551616.000000 Penalty: 94130.875000
Iteration 158Q: 28 clusters Score -1.545516e+08 nChanged 1614
Entering ConstructFrom: 
Score: -154551616.000000 Penalty: 94130.875000
Entering ConstructFrom: 
Trying to split cluster 1 (58359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58359 members 
Entering Unmasked Estep 
Score: -7326228.500000 Penalty: 2721.643555
	Iteration 0F: 2 clusters Score -7326228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -7287004.500000 Penalty: 5443.287109
	Iteration 0F: 3 clusters Score -7287004 nChanged 27033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -7302154.500000 Penalty: 5443.287109
	Iteration 1F: 3 clusters Score -7302154 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -7302765.000000 Penalty: 5443.287109
	Iteration 2Q: 3 clusters Score -7302765 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -7303392.500000 Penalty: 5443.287109
	Iteration 3Q: 3 clusters Score -7303392 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -7304157.500000 Penalty: 5443.287109
	Iteration 4Q: 3 clusters Score -7304158 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -7305127.500000 Penalty: 5443.287109
	Iteration 5Q: 3 clusters Score -7305128 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -7306260.000000 Penalty: 5443.287109
	Iteration 6Q: 3 clusters Score -7306260 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -7307475.000000 Penalty: 5443.287109
	Iteration 7Q: 3 clusters Score -7307475 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -7308860.500000 Penalty: 5443.287109
	Iteration 8Q: 3 clusters Score -7308860 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -7310283.500000 Penalty: 5443.287109
	Iteration 9Q: 3 clusters Score -7310284 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -7311612.500000 Penalty: 5443.287109
	Iteration 10Q: 3 clusters Score -7311612 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -7312943.500000 Penalty: 5443.287109
	Iteration 11Q: 3 clusters Score -7312944 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -7314248.000000 Penalty: 5443.287109
	Iteration 12Q: 3 clusters Score -7314248 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -7315358.500000 Penalty: 5443.287109
	Iteration 13Q: 3 clusters Score -7315358 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -7316213.000000 Penalty: 5443.287109
	Iteration 14Q: 3 clusters Score -7316213 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -7316875.500000 Penalty: 5443.287109
	Iteration 15Q: 3 clusters Score -7316876 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -7317356.000000 Penalty: 5443.287109
	Iteration 16Q: 3 clusters Score -7317356 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -7317703.000000 Penalty: 5443.287109
	Iteration 17Q: 3 clusters Score -7317703 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -7317898.500000 Penalty: 5443.287109
	Iteration 18Q: 3 clusters Score -7317898 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -7318092.000000 Penalty: 5443.287109
	Iteration 19Q: 3 clusters Score -7318092 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -7318210.500000 Penalty: 5443.287109
	Iteration 20F: 3 clusters Score -7318210 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -7318296.500000 Penalty: 5443.287109
	Iteration 21Q: 3 clusters Score -7318296 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -7318352.000000 Penalty: 5443.287109
	Iteration 22Q: 3 clusters Score -7318352 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -7318455.000000 Penalty: 5443.287109
	Iteration 23Q: 3 clusters Score -7318455 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -7318552.000000 Penalty: 5443.287109
	Iteration 24Q: 3 clusters Score -7318552 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -7318636.500000 Penalty: 5443.287109
	Iteration 25Q: 3 clusters Score -7318636 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -7318669.500000 Penalty: 5443.287109
	Iteration 26Q: 3 clusters Score -7318670 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -7318709.000000 Penalty: 5443.287109
	Iteration 27Q: 3 clusters Score -7318709 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -7318777.500000 Penalty: 5443.287109
	Iteration 28Q: 3 clusters Score -7318778 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -7318848.500000 Penalty: 5443.287109
	Iteration 29Q: 3 clusters Score -7318848 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -7318955.000000 Penalty: 5443.287109
	Iteration 30Q: 3 clusters Score -7318955 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -7319029.500000 Penalty: 5443.287109
	Iteration 31Q: 3 clusters Score -7319030 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -7319130.000000 Penalty: 5443.287109
	Iteration 32Q: 3 clusters Score -7319130 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -7319260.500000 Penalty: 5443.287109
	Iteration 33Q: 3 clusters Score -7319260 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -7319382.000000 Penalty: 5443.287109
	Iteration 34Q: 3 clusters Score -7319382 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -7319520.000000 Penalty: 5443.287109
	Iteration 35Q: 3 clusters Score -7319520 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -7319693.500000 Penalty: 5443.287109
	Iteration 36Q: 3 clusters Score -7319694 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -7319843.000000 Penalty: 5443.287109
	Iteration 37Q: 3 clusters Score -7319843 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -7319988.000000 Penalty: 5443.287109
	Iteration 38Q: 3 clusters Score -7319988 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -7320163.000000 Penalty: 5443.287109
	Iteration 39Q: 3 clusters Score -7320163 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -7320404.500000 Penalty: 5443.287109
	Iteration 40F: 3 clusters Score -7320404 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -7320632.500000 Penalty: 5443.287109
	Iteration 41Q: 3 clusters Score -7320632 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -7320808.500000 Penalty: 5443.287109
	Iteration 42Q: 3 clusters Score -7320808 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -7321074.000000 Penalty: 5443.287109
	Iteration 43Q: 3 clusters Score -7321074 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -7321279.500000 Penalty: 5443.287109
	Iteration 44Q: 3 clusters Score -7321280 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 51715 members 
Entering Unmasked Estep 
Score: -7321484.000000 Penalty: 5443.287109
	Iteration 45Q: 3 clusters Score -7321484 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -7321747.500000 Penalty: 5443.287109
	Iteration 46Q: 3 clusters Score -7321748 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -7321980.000000 Penalty: 5443.287109
	Iteration 47Q: 3 clusters Score -7321980 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 53688 members 
Entering Unmasked Estep 
Score: -7322234.000000 Penalty: 5443.287109
	Iteration 48Q: 3 clusters Score -7322234 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -7322433.500000 Penalty: 5443.287109
	Iteration 49Q: 3 clusters Score -7322434 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -7322678.000000 Penalty: 5443.287109
	Iteration 50Q: 3 clusters Score -7322678 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 55203 members 
Entering Unmasked Estep 
Score: -7322915.000000 Penalty: 5443.287109
	Iteration 51Q: 3 clusters Score -7322915 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 55593 members 
Entering Unmasked Estep 
Score: -7323058.500000 Penalty: 5443.287109
	Iteration 52Q: 3 clusters Score -7323058 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 55934 members 
Entering Unmasked Estep 
Score: -7323233.000000 Penalty: 5443.287109
	Iteration 53Q: 3 clusters Score -7323233 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -7323349.000000 Penalty: 5443.287109
	Iteration 54Q: 3 clusters Score -7323349 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -7323461.000000 Penalty: 5443.287109
	Iteration 55Q: 3 clusters Score -7323461 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -7323526.500000 Penalty: 5443.287109
	Iteration 56Q: 3 clusters Score -7323526 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -7323610.000000 Penalty: 5443.287109
	Iteration 57Q: 3 clusters Score -7323610 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -7323662.000000 Penalty: 5443.287109
	Iteration 58Q: 3 clusters Score -7323662 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 56990 members 
Entering Unmasked Estep 
Score: -7323710.000000 Penalty: 5443.287109
	Iteration 59Q: 3 clusters Score -7323710 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -7323756.500000 Penalty: 5443.287109
	Iteration 60F: 3 clusters Score -7323756 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -7323805.000000 Penalty: 5443.287109
	Iteration 61Q: 3 clusters Score -7323805 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 57208 members 
Entering Unmasked Estep 
Score: -7323827.000000 Penalty: 5443.287109
	Iteration 62Q: 3 clusters Score -7323827 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -7323844.500000 Penalty: 5443.287109
	Iteration 63Q: 3 clusters Score -7323844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 57275 members 
Entering Unmasked Estep 
Score: -7323859.000000 Penalty: 5443.287109
	Iteration 64Q: 3 clusters Score -7323859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -7323864.000000 Penalty: 5443.287109
	Iteration 65Q: 3 clusters Score -7323864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 57309 members 
Entering Unmasked Estep 
Score: -7323869.500000 Penalty: 5443.287109
	Iteration 66Q: 3 clusters Score -7323870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 57328 members 
Entering Unmasked Estep 
Score: -7323876.500000 Penalty: 5443.287109
	Iteration 67Q: 3 clusters Score -7323876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -7323885.500000 Penalty: 5443.287109
	Iteration 68Q: 3 clusters Score -7323886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -7323906.500000 Penalty: 5443.287109
	Iteration 69Q: 3 clusters Score -7323906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 57371 members 
Entering Unmasked Estep 
Score: -7323915.000000 Penalty: 5443.287109
	Iteration 70Q: 3 clusters Score -7323915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
Score: -7323916.500000 Penalty: 5443.287109
	Iteration 71Q: 3 clusters Score -7323916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 57393 members 
Entering Unmasked Estep 
Score: -7323921.500000 Penalty: 5443.287109
	Iteration 72Q: 3 clusters Score -7323922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -7323923.000000 Penalty: 5443.287109
	Iteration 73Q: 3 clusters Score -7323923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 57399 members 
Entering Unmasked Estep 
Score: -7323922.000000 Penalty: 5443.287109
	Iteration 74Q: 3 clusters Score -7323922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -7323931.000000 Penalty: 5443.287109
	Iteration 75Q: 3 clusters Score -7323931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 57405 members 
Entering Unmasked Estep 
Score: -7323937.000000 Penalty: 5443.287109
	Iteration 76Q: 3 clusters Score -7323937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 57407 members 
Entering Unmasked Estep 
Score: -7323941.500000 Penalty: 5443.287109
	Iteration 77Q: 3 clusters Score -7323942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 57407 members 
Entering Unmasked Estep 
Score: -7323939.500000 Penalty: 5443.287109
	Iteration 78Q: 3 clusters Score -7323940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 57411 members 
Entering Unmasked Estep 
Score: -7323940.000000 Penalty: 5443.287109
	Iteration 79Q: 3 clusters Score -7323940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 57413 members 
Entering Unmasked Estep 
Score: -7323941.000000 Penalty: 5443.287109
	Iteration 80F: 3 clusters Score -7323941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -7323943.500000 Penalty: 5443.287109
	Iteration 81Q: 3 clusters Score -7323944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -7323941.500000 Penalty: 5443.287109
	Iteration 82Q: 3 clusters Score -7323942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 57420 members 
Entering Unmasked Estep 
Score: -7323945.500000 Penalty: 5443.287109
	Iteration 83Q: 3 clusters Score -7323946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 57425 members 
Entering Unmasked Estep 
Score: -7323947.000000 Penalty: 5443.287109
	Iteration 84Q: 3 clusters Score -7323947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 57430 members 
Entering Unmasked Estep 
Score: -7323944.000000 Penalty: 5443.287109
	Iteration 85Q: 3 clusters Score -7323944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -7323948.000000 Penalty: 5443.287109
	Iteration 86Q: 3 clusters Score -7323948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 57442 members 
Entering Unmasked Estep 
Score: -7323949.500000 Penalty: 5443.287109
	Iteration 87Q: 3 clusters Score -7323950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 57450 members 
Entering Unmasked Estep 
Score: -7323952.000000 Penalty: 5443.287109
	Iteration 88Q: 3 clusters Score -7323952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 57452 members 
Entering Unmasked Estep 
Score: -7323947.500000 Penalty: 5443.287109
	Iteration 89Q: 3 clusters Score -7323948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 57455 members 
Entering Unmasked Estep 
Score: -7323953.000000 Penalty: 5443.287109
	Iteration 90Q: 3 clusters Score -7323953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 57458 members 
Entering Unmasked Estep 
Score: -7323950.500000 Penalty: 5443.287109
	Iteration 91Q: 3 clusters Score -7323950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -7323956.000000 Penalty: 5443.287109
	Iteration 92Q: 3 clusters Score -7323956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -7323955.000000 Penalty: 5443.287109
	Iteration 93Q: 3 clusters Score -7323955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 57466 members 
Entering Unmasked Estep 
Score: -7323960.500000 Penalty: 5443.287109
	Iteration 94Q: 3 clusters Score -7323960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 57465 members 
Entering Unmasked Estep 
Score: -7323962.000000 Penalty: 5443.287109
	Iteration 95Q: 3 clusters Score -7323962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 57465 members 
Entering Unmasked Estep 
Score: -7323962.000000 Penalty: 5443.287109
	Iteration 96F: 3 clusters Score -7323962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Entering Unmasked Estep 
Score: -235568.015625 Penalty: 1896.058594
	Iteration 0F: 2 clusters Score -235568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -232876.765625 Penalty: 3792.117188
	Iteration 0F: 3 clusters Score -232876.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -233533.781250 Penalty: 3792.117188
	Iteration 1F: 3 clusters Score -233533.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -233879.656250 Penalty: 3792.117188
	Iteration 2F: 3 clusters Score -233879.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -234155.921875 Penalty: 3792.117188
	Iteration 3F: 3 clusters Score -234155.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -234461.953125 Penalty: 3792.117188
	Iteration 4F: 3 clusters Score -234462 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -234905.125000 Penalty: 3792.117188
	Iteration 5F: 3 clusters Score -234905.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -235320.343750 Penalty: 3792.117188
	Iteration 6F: 3 clusters Score -235320.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -235640.515625 Penalty: 3792.117188
	Iteration 7Q: 3 clusters Score -235640.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -235791.671875 Penalty: 3792.117188
	Iteration 8Q: 3 clusters Score -235791.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -235894.109375 Penalty: 3792.117188
	Iteration 9Q: 3 clusters Score -235894.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -235967.546875 Penalty: 3792.117188
	Iteration 10Q: 3 clusters Score -235967.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -236004.906250 Penalty: 3792.117188
	Iteration 11Q: 3 clusters Score -236004.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -236020.484375 Penalty: 3792.117188
	Iteration 12Q: 3 clusters Score -236020.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -236034.578125 Penalty: 3792.117188
	Iteration 13Q: 3 clusters Score -236034.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -236050.515625 Penalty: 3792.117188
	Iteration 14Q: 3 clusters Score -236050.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -236067.859375 Penalty: 3792.117188
	Iteration 15Q: 3 clusters Score -236067.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -236105.281250 Penalty: 3792.117188
	Iteration 16Q: 3 clusters Score -236105.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -236161.359375 Penalty: 3792.117188
	Iteration 17Q: 3 clusters Score -236161.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -236246.750000 Penalty: 3792.117188
	Iteration 18Q: 3 clusters Score -236246.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -236333.468750 Penalty: 3792.117188
	Iteration 19Q: 3 clusters Score -236333.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -236448.046875 Penalty: 3792.117188
	Iteration 20F: 3 clusters Score -236448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -236583.890625 Penalty: 3792.117188
	Iteration 21Q: 3 clusters Score -236583.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -236625.281250 Penalty: 3792.117188
	Iteration 22Q: 3 clusters Score -236625.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -236636.437500 Penalty: 3792.117188
	Iteration 23Q: 3 clusters Score -236636.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -236653.703125 Penalty: 3792.117188
	Iteration 24Q: 3 clusters Score -236653.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -236660.218750 Penalty: 3792.117188
	Iteration 25Q: 3 clusters Score -236660.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -236664.703125 Penalty: 3792.117188
	Iteration 26Q: 3 clusters Score -236664.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -236668.000000 Penalty: 3792.117188
	Iteration 27Q: 3 clusters Score -236668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -236670.187500 Penalty: 3792.117188
	Iteration 28Q: 3 clusters Score -236670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -236672.578125 Penalty: 3792.117188
	Iteration 29Q: 3 clusters Score -236672.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -236674.000000 Penalty: 3792.117188
	Iteration 30Q: 3 clusters Score -236674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -236677.250000 Penalty: 3792.117188
	Iteration 31Q: 3 clusters Score -236677.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -236681.000000 Penalty: 3792.117188
	Iteration 32Q: 3 clusters Score -236681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -236681.468750 Penalty: 3792.117188
	Iteration 33Q: 3 clusters Score -236681.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -236683.390625 Penalty: 3792.117188
	Iteration 34Q: 3 clusters Score -236683.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -236686.203125 Penalty: 3792.117188
	Iteration 35Q: 3 clusters Score -236686.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -236689.468750 Penalty: 3792.117188
	Iteration 36Q: 3 clusters Score -236689.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -236697.500000 Penalty: 3792.117188
	Iteration 37Q: 3 clusters Score -236697.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -236711.406250 Penalty: 3792.117188
	Iteration 38Q: 3 clusters Score -236711.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -236730.562500 Penalty: 3792.117188
	Iteration 39Q: 3 clusters Score -236730.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -236766.984375 Penalty: 3792.117188
	Iteration 40F: 3 clusters Score -236767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -236988.156250 Penalty: 3792.117188
	Iteration 41Q: 3 clusters Score -236988.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -237352.656250 Penalty: 3792.117188
	Iteration 42Q: 3 clusters Score -237352.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -237567.593750 Penalty: 3792.117188
	Iteration 43Q: 3 clusters Score -237567.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -237583.281250 Penalty: 3792.117188
	Iteration 44Q: 3 clusters Score -237583.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -237584.046875 Penalty: 3792.117188
	Iteration 45Q: 3 clusters Score -237584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -237584.046875 Penalty: 3792.117188
	Iteration 46F: 3 clusters Score -237584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 17219 members 
Mstep: Class 4 contains 10585 members 
Mstep: Class 5 contains 31124 members 
Mstep: Class 6 contains 199737 members 
Mstep: Class 7 contains 16763 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44063 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 18941 members 
Mstep: Class 12 contains 81781 members 
Mstep: Class 13 contains 9431 members 
Mstep: Class 14 contains 64605 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 215071 members 
Mstep: Class 17 contains 196027 members 
Mstep: Class 18 contains 16466 members 
Mstep: Class 19 contains 11229 members 
Mstep: Class 20 contains 221919 members 
Mstep: Class 21 contains 2839 members 
Mstep: Class 22 contains 3716 members 
Mstep: Class 23 contains 1946 members 
Mstep: Class 24 contains 1704 members 
Mstep: Class 25 contains 10351 members 
Mstep: Class 26 contains 19956 members 
Mstep: Class 27 contains 3974 members 
Mstep: Class 28 contains 1029 members 
Entering Unmasked Estep 
Score: -154551952.000000 Penalty: 97617.203125
Splitting cluster 2 changes total score from -154551616.000000 to -154551952.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 3 (17219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Entering Unmasked Estep 
Score: -2119758.750000 Penalty: 2418.934570
	Iteration 0F: 2 clusters Score -2119759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2107596.000000 Penalty: 4837.869141
	Iteration 0F: 3 clusters Score -2107596 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2111472.500000 Penalty: 4837.869141
	Iteration 1F: 3 clusters Score -2111472 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2111797.250000 Penalty: 4837.869141
	Iteration 2F: 3 clusters Score -2111797 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2112053.750000 Penalty: 4837.869141
	Iteration 3Q: 3 clusters Score -2112054 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2112258.000000 Penalty: 4837.869141
	Iteration 4Q: 3 clusters Score -2112258 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2112438.750000 Penalty: 4837.869141
	Iteration 5Q: 3 clusters Score -2112439 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2112637.500000 Penalty: 4837.869141
	Iteration 6Q: 3 clusters Score -2112638 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2112874.750000 Penalty: 4837.869141
	Iteration 7Q: 3 clusters Score -2112875 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2113133.500000 Penalty: 4837.869141
	Iteration 8Q: 3 clusters Score -2113134 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2113499.000000 Penalty: 4837.869141
	Iteration 9Q: 3 clusters Score -2113499 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2114004.500000 Penalty: 4837.869141
	Iteration 10Q: 3 clusters Score -2114004 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2114659.750000 Penalty: 4837.869141
	Iteration 11F: 3 clusters Score -2114660 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2115398.000000 Penalty: 4837.869141
	Iteration 12F: 3 clusters Score -2115398 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2116133.500000 Penalty: 4837.869141
	Iteration 13F: 3 clusters Score -2116134 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2116683.000000 Penalty: 4837.869141
	Iteration 14Q: 3 clusters Score -2116683 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2117037.250000 Penalty: 4837.869141
	Iteration 15Q: 3 clusters Score -2117037 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2117255.000000 Penalty: 4837.869141
	Iteration 16Q: 3 clusters Score -2117255 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2117393.500000 Penalty: 4837.869141
	Iteration 17Q: 3 clusters Score -2117394 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2117479.250000 Penalty: 4837.869141
	Iteration 18Q: 3 clusters Score -2117479 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2117528.250000 Penalty: 4837.869141
	Iteration 19Q: 3 clusters Score -2117528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2117550.000000 Penalty: 4837.869141
	Iteration 20F: 3 clusters Score -2117550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2117569.250000 Penalty: 4837.869141
	Iteration 21Q: 3 clusters Score -2117569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2117584.750000 Penalty: 4837.869141
	Iteration 22Q: 3 clusters Score -2117585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2117600.500000 Penalty: 4837.869141
	Iteration 23Q: 3 clusters Score -2117600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2117620.000000 Penalty: 4837.869141
	Iteration 24Q: 3 clusters Score -2117620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2117624.000000 Penalty: 4837.869141
	Iteration 25Q: 3 clusters Score -2117624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2117634.000000 Penalty: 4837.869141
	Iteration 26Q: 3 clusters Score -2117634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2117644.750000 Penalty: 4837.869141
	Iteration 27Q: 3 clusters Score -2117645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2117645.750000 Penalty: 4837.869141
	Iteration 28Q: 3 clusters Score -2117646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2117645.750000 Penalty: 4837.869141
	Iteration 29F: 3 clusters Score -2117646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Entering Unmasked Estep 
Score: -1257553.875000 Penalty: 2298.263916
	Iteration 0F: 2 clusters Score -1257554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1249512.625000 Penalty: 4596.527832
	Iteration 0F: 3 clusters Score -1249513 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1251944.625000 Penalty: 4596.527832
	Iteration 1F: 3 clusters Score -1251945 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1252338.625000 Penalty: 4596.527832
	Iteration 2F: 3 clusters Score -1252339 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1252647.625000 Penalty: 4596.527832
	Iteration 3F: 3 clusters Score -1252648 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1252888.250000 Penalty: 4596.527832
	Iteration 4Q: 3 clusters Score -1252888 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1253120.750000 Penalty: 4596.527832
	Iteration 5Q: 3 clusters Score -1253121 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1253332.250000 Penalty: 4596.527832
	Iteration 6Q: 3 clusters Score -1253332 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1253521.500000 Penalty: 4596.527832
	Iteration 7Q: 3 clusters Score -1253522 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1253731.250000 Penalty: 4596.527832
	Iteration 8Q: 3 clusters Score -1253731 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1253985.750000 Penalty: 4596.527832
	Iteration 9Q: 3 clusters Score -1253986 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1254261.750000 Penalty: 4596.527832
	Iteration 10Q: 3 clusters Score -1254262 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1254531.250000 Penalty: 4596.527832
	Iteration 11Q: 3 clusters Score -1254531 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1254769.250000 Penalty: 4596.527832
	Iteration 12Q: 3 clusters Score -1254769 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1254962.125000 Penalty: 4596.527832
	Iteration 13Q: 3 clusters Score -1254962 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1255120.750000 Penalty: 4596.527832
	Iteration 14Q: 3 clusters Score -1255121 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1255250.125000 Penalty: 4596.527832
	Iteration 15Q: 3 clusters Score -1255250 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1255367.000000 Penalty: 4596.527832
	Iteration 16Q: 3 clusters Score -1255367 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1255470.875000 Penalty: 4596.527832
	Iteration 17Q: 3 clusters Score -1255471 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1255571.875000 Penalty: 4596.527832
	Iteration 18Q: 3 clusters Score -1255572 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1255663.625000 Penalty: 4596.527832
	Iteration 19Q: 3 clusters Score -1255664 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1255741.375000 Penalty: 4596.527832
	Iteration 20F: 3 clusters Score -1255741 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1255832.000000 Penalty: 4596.527832
	Iteration 21Q: 3 clusters Score -1255832 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1255882.625000 Penalty: 4596.527832
	Iteration 22Q: 3 clusters Score -1255883 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1255928.625000 Penalty: 4596.527832
	Iteration 23Q: 3 clusters Score -1255929 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1255965.125000 Penalty: 4596.527832
	Iteration 24Q: 3 clusters Score -1255965 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1255992.500000 Penalty: 4596.527832
	Iteration 25Q: 3 clusters Score -1255992 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1256011.250000 Penalty: 4596.527832
	Iteration 26Q: 3 clusters Score -1256011 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1256024.125000 Penalty: 4596.527832
	Iteration 27Q: 3 clusters Score -1256024 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1256036.250000 Penalty: 4596.527832
	Iteration 28Q: 3 clusters Score -1256036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1256051.750000 Penalty: 4596.527832
	Iteration 29Q: 3 clusters Score -1256052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1256063.000000 Penalty: 4596.527832
	Iteration 30Q: 3 clusters Score -1256063 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1256077.875000 Penalty: 4596.527832
	Iteration 31Q: 3 clusters Score -1256078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1256083.500000 Penalty: 4596.527832
	Iteration 32Q: 3 clusters Score -1256084 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1256094.250000 Penalty: 4596.527832
	Iteration 33Q: 3 clusters Score -1256094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1256095.375000 Penalty: 4596.527832
	Iteration 34Q: 3 clusters Score -1256095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1256093.625000 Penalty: 4596.527832
	Iteration 35Q: 3 clusters Score -1256094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1256104.500000 Penalty: 4596.527832
	Iteration 36Q: 3 clusters Score -1256104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1256106.125000 Penalty: 4596.527832
	Iteration 37Q: 3 clusters Score -1256106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1256111.250000 Penalty: 4596.527832
	Iteration 38Q: 3 clusters Score -1256111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1256113.375000 Penalty: 4596.527832
	Iteration 39Q: 3 clusters Score -1256113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1256112.750000 Penalty: 4596.527832
	Iteration 40F: 3 clusters Score -1256113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1256116.750000 Penalty: 4596.527832
	Iteration 41Q: 3 clusters Score -1256117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1256116.375000 Penalty: 4596.527832
	Iteration 42Q: 3 clusters Score -1256116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1256116.250000 Penalty: 4596.527832
	Iteration 43Q: 3 clusters Score -1256116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1256119.750000 Penalty: 4596.527832
	Iteration 44Q: 3 clusters Score -1256120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1256119.000000 Penalty: 4596.527832
	Iteration 45Q: 3 clusters Score -1256119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1256119.750000 Penalty: 4596.527832
	Iteration 46Q: 3 clusters Score -1256120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1256119.750000 Penalty: 4596.527832
	Iteration 47F: 3 clusters Score -1256120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Entering Unmasked Estep 
Score: -3938545.750000 Penalty: 2565.742188
	Iteration 0F: 2 clusters Score -3938546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -3917256.750000 Penalty: 5131.484375
	Iteration 0F: 3 clusters Score -3917257 nChanged 14060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -3924728.750000 Penalty: 5131.484375
	Iteration 1F: 3 clusters Score -3924729 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -3925186.000000 Penalty: 5131.484375
	Iteration 2Q: 3 clusters Score -3925186 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -3925562.750000 Penalty: 5131.484375
	Iteration 3Q: 3 clusters Score -3925563 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3925890.500000 Penalty: 5131.484375
	Iteration 4Q: 3 clusters Score -3925890 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -3926259.000000 Penalty: 5131.484375
	Iteration 5Q: 3 clusters Score -3926259 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -3926704.250000 Penalty: 5131.484375
	Iteration 6Q: 3 clusters Score -3926704 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -3927250.750000 Penalty: 5131.484375
	Iteration 7Q: 3 clusters Score -3927251 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -3928058.000000 Penalty: 5131.484375
	Iteration 8Q: 3 clusters Score -3928058 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -3929124.500000 Penalty: 5131.484375
	Iteration 9F: 3 clusters Score -3929124 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -3930417.500000 Penalty: 5131.484375
	Iteration 10F: 3 clusters Score -3930418 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -3931772.750000 Penalty: 5131.484375
	Iteration 11F: 3 clusters Score -3931773 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -3933160.250000 Penalty: 5131.484375
	Iteration 12F: 3 clusters Score -3933160 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -3934237.250000 Penalty: 5131.484375
	Iteration 13Q: 3 clusters Score -3934237 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3934843.750000 Penalty: 5131.484375
	Iteration 14Q: 3 clusters Score -3934844 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -3935111.250000 Penalty: 5131.484375
	Iteration 15Q: 3 clusters Score -3935111 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -3935274.750000 Penalty: 5131.484375
	Iteration 16Q: 3 clusters Score -3935275 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -3935396.750000 Penalty: 5131.484375
	Iteration 17Q: 3 clusters Score -3935397 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3935506.000000 Penalty: 5131.484375
	Iteration 18Q: 3 clusters Score -3935506 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -3935623.500000 Penalty: 5131.484375
	Iteration 19Q: 3 clusters Score -3935624 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -3935726.250000 Penalty: 5131.484375
	Iteration 20F: 3 clusters Score -3935726 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -3935795.750000 Penalty: 5131.484375
	Iteration 21Q: 3 clusters Score -3935796 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -3935883.500000 Penalty: 5131.484375
	Iteration 22Q: 3 clusters Score -3935884 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -3935932.750000 Penalty: 5131.484375
	Iteration 23Q: 3 clusters Score -3935933 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -3935990.250000 Penalty: 5131.484375
	Iteration 24Q: 3 clusters Score -3935990 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -3936031.000000 Penalty: 5131.484375
	Iteration 25Q: 3 clusters Score -3936031 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -3936086.750000 Penalty: 5131.484375
	Iteration 26Q: 3 clusters Score -3936087 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -3936140.250000 Penalty: 5131.484375
	Iteration 27Q: 3 clusters Score -3936140 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -3936177.000000 Penalty: 5131.484375
	Iteration 28Q: 3 clusters Score -3936177 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -3936232.750000 Penalty: 5131.484375
	Iteration 29Q: 3 clusters Score -3936233 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -3936269.750000 Penalty: 5131.484375
	Iteration 30Q: 3 clusters Score -3936270 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -3936304.250000 Penalty: 5131.484375
	Iteration 31Q: 3 clusters Score -3936304 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -3936337.500000 Penalty: 5131.484375
	Iteration 32Q: 3 clusters Score -3936338 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -3936359.250000 Penalty: 5131.484375
	Iteration 33Q: 3 clusters Score -3936359 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -3936395.000000 Penalty: 5131.484375
	Iteration 34Q: 3 clusters Score -3936395 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -3936419.250000 Penalty: 5131.484375
	Iteration 35Q: 3 clusters Score -3936419 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -3936451.750000 Penalty: 5131.484375
	Iteration 36Q: 3 clusters Score -3936452 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -3936474.500000 Penalty: 5131.484375
	Iteration 37Q: 3 clusters Score -3936474 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -3936491.500000 Penalty: 5131.484375
	Iteration 38Q: 3 clusters Score -3936492 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -3936499.750000 Penalty: 5131.484375
	Iteration 39Q: 3 clusters Score -3936500 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -3936520.500000 Penalty: 5131.484375
	Iteration 40F: 3 clusters Score -3936520 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -3936530.750000 Penalty: 5131.484375
	Iteration 41Q: 3 clusters Score -3936531 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -3936546.500000 Penalty: 5131.484375
	Iteration 42Q: 3 clusters Score -3936546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -3936549.500000 Penalty: 5131.484375
	Iteration 43Q: 3 clusters Score -3936550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -3936562.250000 Penalty: 5131.484375
	Iteration 44Q: 3 clusters Score -3936562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -3936562.000000 Penalty: 5131.484375
	Iteration 45Q: 3 clusters Score -3936562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -3936565.500000 Penalty: 5131.484375
	Iteration 46Q: 3 clusters Score -3936566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -3936584.500000 Penalty: 5131.484375
	Iteration 47Q: 3 clusters Score -3936584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -3936579.500000 Penalty: 5131.484375
	Iteration 48Q: 3 clusters Score -3936580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -3936594.250000 Penalty: 5131.484375
	Iteration 49Q: 3 clusters Score -3936594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -3936599.000000 Penalty: 5131.484375
	Iteration 50Q: 3 clusters Score -3936599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -3936612.500000 Penalty: 5131.484375
	Iteration 51Q: 3 clusters Score -3936612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -3936616.500000 Penalty: 5131.484375
	Iteration 52Q: 3 clusters Score -3936616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -3936612.000000 Penalty: 5131.484375
	Iteration 53Q: 3 clusters Score -3936612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -3936617.750000 Penalty: 5131.484375
	Iteration 54Q: 3 clusters Score -3936618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -3936619.000000 Penalty: 5131.484375
	Iteration 55Q: 3 clusters Score -3936619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -3936620.250000 Penalty: 5131.484375
	Iteration 56Q: 3 clusters Score -3936620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -3936618.750000 Penalty: 5131.484375
	Iteration 57Q: 3 clusters Score -3936619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -3936618.750000 Penalty: 5131.484375
	Iteration 58F: 3 clusters Score -3936619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (199737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199737 members 
Entering Unmasked Estep 
Score: -25024096.000000 Penalty: 3026.779785
	Iteration 0F: 2 clusters Score -2.50241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100507 members 
Mstep: Class 2 contains 99230 members 
Entering Unmasked Estep 
Score: -24898916.000000 Penalty: 6053.559570
	Iteration 0F: 3 clusters Score -2.489892e+07 nChanged 96284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112229 members 
Mstep: Class 2 contains 87508 members 
Entering Unmasked Estep 
Score: -24956748.000000 Penalty: 6053.559570
	Iteration 1F: 3 clusters Score -2.495675e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120072 members 
Mstep: Class 2 contains 79665 members 
Entering Unmasked Estep 
Score: -24960622.000000 Penalty: 6053.559570
	Iteration 2Q: 3 clusters Score -2.496062e+07 nChanged 12340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131700 members 
Mstep: Class 2 contains 68037 members 
Entering Unmasked Estep 
Score: -24968012.000000 Penalty: 6053.559570
	Iteration 3F: 3 clusters Score -2.496801e+07 nChanged 16658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147824 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -24981104.000000 Penalty: 6053.559570
	Iteration 4F: 3 clusters Score -2.49811e+07 nChanged 18713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166153 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -24998562.000000 Penalty: 6053.559570
	Iteration 5F: 3 clusters Score -2.499856e+07 nChanged 16550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182603 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -25012062.000000 Penalty: 6053.559570
	Iteration 6F: 3 clusters Score -2.501206e+07 nChanged 10019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192594 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -25018730.000000 Penalty: 6053.559570
	Iteration 7F: 3 clusters Score -2.501873e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196758 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -25020702.000000 Penalty: 6053.559570
	Iteration 8Q: 3 clusters Score -2.50207e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198201 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -25021316.000000 Penalty: 6053.559570
	Iteration 9Q: 3 clusters Score -2.502132e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198699 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -25021496.000000 Penalty: 6053.559570
	Iteration 10Q: 3 clusters Score -2.50215e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198905 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -25021598.000000 Penalty: 6053.559570
	Iteration 11Q: 3 clusters Score -2.50216e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198996 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -25021658.000000 Penalty: 6053.559570
	Iteration 12Q: 3 clusters Score -2.502166e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199035 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -25021696.000000 Penalty: 6053.559570
	Iteration 13Q: 3 clusters Score -2.50217e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199066 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -25021704.000000 Penalty: 6053.559570
	Iteration 14Q: 3 clusters Score -2.50217e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199079 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -25021724.000000 Penalty: 6053.559570
	Iteration 15Q: 3 clusters Score -2.502172e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199096 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -25021742.000000 Penalty: 6053.559570
	Iteration 16Q: 3 clusters Score -2.502174e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199102 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -25021752.000000 Penalty: 6053.559570
	Iteration 17Q: 3 clusters Score -2.502175e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199109 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -25021756.000000 Penalty: 6053.559570
	Iteration 18Q: 3 clusters Score -2.502176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199112 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -25021758.000000 Penalty: 6053.559570
	Iteration 19Q: 3 clusters Score -2.502176e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199112 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -25021754.000000 Penalty: 6053.559570
	Iteration 20F: 3 clusters Score -2.502175e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199118 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -25021762.000000 Penalty: 6053.559570
	Iteration 21Q: 3 clusters Score -2.502176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199123 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -25021746.000000 Penalty: 6053.559570
	Iteration 22Q: 3 clusters Score -2.502175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199127 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -25021752.000000 Penalty: 6053.559570
	Iteration 23Q: 3 clusters Score -2.502175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199133 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -25021750.000000 Penalty: 6053.559570
	Iteration 24Q: 3 clusters Score -2.502175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199135 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -25021754.000000 Penalty: 6053.559570
	Iteration 25Q: 3 clusters Score -2.502175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199134 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -25021762.000000 Penalty: 6053.559570
	Iteration 26Q: 3 clusters Score -2.502176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199134 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -25021772.000000 Penalty: 6053.559570
	Iteration 27Q: 3 clusters Score -2.502177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199136 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -25021778.000000 Penalty: 6053.559570
	Iteration 28Q: 3 clusters Score -2.502178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199137 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -25021772.000000 Penalty: 6053.559570
	Iteration 29Q: 3 clusters Score -2.502177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199140 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -25021758.000000 Penalty: 6053.559570
	Iteration 30Q: 3 clusters Score -2.502176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199141 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -25021796.000000 Penalty: 6053.559570
	Iteration 31Q: 3 clusters Score -2.50218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199145 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -25021798.000000 Penalty: 6053.559570
	Iteration 32Q: 3 clusters Score -2.50218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199143 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -25021814.000000 Penalty: 6053.559570
	Iteration 33Q: 3 clusters Score -2.502181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199147 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -25021840.000000 Penalty: 6053.559570
	Iteration 34Q: 3 clusters Score -2.502184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199152 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -25021824.000000 Penalty: 6053.559570
	Iteration 35Q: 3 clusters Score -2.502182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199153 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -25021844.000000 Penalty: 6053.559570
	Iteration 36Q: 3 clusters Score -2.502184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199156 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -25021848.000000 Penalty: 6053.559570
	Iteration 37Q: 3 clusters Score -2.502185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199162 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -25021830.000000 Penalty: 6053.559570
	Iteration 38Q: 3 clusters Score -2.502183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199160 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -25021824.000000 Penalty: 6053.559570
	Iteration 39Q: 3 clusters Score -2.502182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199161 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -25021832.000000 Penalty: 6053.559570
	Iteration 40F: 3 clusters Score -2.502183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199160 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -25021818.000000 Penalty: 6053.559570
	Iteration 41Q: 3 clusters Score -2.502182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199162 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -25021832.000000 Penalty: 6053.559570
	Iteration 42Q: 3 clusters Score -2.502183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199167 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -25021838.000000 Penalty: 6053.559570
	Iteration 43Q: 3 clusters Score -2.502184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199171 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -25021854.000000 Penalty: 6053.559570
	Iteration 44Q: 3 clusters Score -2.502185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199171 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -25021848.000000 Penalty: 6053.559570
	Iteration 45Q: 3 clusters Score -2.502185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199170 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -25021848.000000 Penalty: 6053.559570
	Iteration 46Q: 3 clusters Score -2.502185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199170 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -25021848.000000 Penalty: 6053.559570
	Iteration 47F: 3 clusters Score -2.502185e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Entering Unmasked Estep 
Score: -2102134.750000 Penalty: 2412.278564
	Iteration 0F: 2 clusters Score -2102135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2090182.000000 Penalty: 4824.557129
	Iteration 0F: 3 clusters Score -2090182 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2094067.625000 Penalty: 4824.557129
	Iteration 1F: 3 clusters Score -2094068 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2094398.750000 Penalty: 4824.557129
	Iteration 2F: 3 clusters Score -2094399 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2094635.000000 Penalty: 4824.557129
	Iteration 3Q: 3 clusters Score -2094635 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2094812.125000 Penalty: 4824.557129
	Iteration 4Q: 3 clusters Score -2094812 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2094951.375000 Penalty: 4824.557129
	Iteration 5Q: 3 clusters Score -2094951 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2095073.125000 Penalty: 4824.557129
	Iteration 6Q: 3 clusters Score -2095073 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2095159.250000 Penalty: 4824.557129
	Iteration 7Q: 3 clusters Score -2095159 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2095240.000000 Penalty: 4824.557129
	Iteration 8Q: 3 clusters Score -2095240 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2095318.625000 Penalty: 4824.557129
	Iteration 9Q: 3 clusters Score -2095319 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2095390.000000 Penalty: 4824.557129
	Iteration 10Q: 3 clusters Score -2095390 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2095466.875000 Penalty: 4824.557129
	Iteration 11Q: 3 clusters Score -2095467 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2095551.125000 Penalty: 4824.557129
	Iteration 12Q: 3 clusters Score -2095551 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2095656.750000 Penalty: 4824.557129
	Iteration 13Q: 3 clusters Score -2095657 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2095803.625000 Penalty: 4824.557129
	Iteration 14Q: 3 clusters Score -2095804 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2096006.375000 Penalty: 4824.557129
	Iteration 15Q: 3 clusters Score -2096006 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2096322.625000 Penalty: 4824.557129
	Iteration 16Q: 3 clusters Score -2096323 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2096714.000000 Penalty: 4824.557129
	Iteration 17Q: 3 clusters Score -2096714 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2097161.000000 Penalty: 4824.557129
	Iteration 18Q: 3 clusters Score -2097161 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2097704.000000 Penalty: 4824.557129
	Iteration 19Q: 3 clusters Score -2097704 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2098242.500000 Penalty: 4824.557129
	Iteration 20F: 3 clusters Score -2098242 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2098697.000000 Penalty: 4824.557129
	Iteration 21Q: 3 clusters Score -2098697 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2099051.500000 Penalty: 4824.557129
	Iteration 22Q: 3 clusters Score -2099052 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2099280.500000 Penalty: 4824.557129
	Iteration 23Q: 3 clusters Score -2099280 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2099451.250000 Penalty: 4824.557129
	Iteration 24Q: 3 clusters Score -2099451 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2099560.000000 Penalty: 4824.557129
	Iteration 25Q: 3 clusters Score -2099560 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2099618.500000 Penalty: 4824.557129
	Iteration 26Q: 3 clusters Score -2099618 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2099662.250000 Penalty: 4824.557129
	Iteration 27Q: 3 clusters Score -2099662 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2099692.750000 Penalty: 4824.557129
	Iteration 28Q: 3 clusters Score -2099693 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2099724.750000 Penalty: 4824.557129
	Iteration 29Q: 3 clusters Score -2099725 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2099745.500000 Penalty: 4824.557129
	Iteration 30Q: 3 clusters Score -2099746 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2099771.500000 Penalty: 4824.557129
	Iteration 31Q: 3 clusters Score -2099772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2099788.000000 Penalty: 4824.557129
	Iteration 32Q: 3 clusters Score -2099788 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2099814.250000 Penalty: 4824.557129
	Iteration 33Q: 3 clusters Score -2099814 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2099827.750000 Penalty: 4824.557129
	Iteration 34Q: 3 clusters Score -2099828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2099833.250000 Penalty: 4824.557129
	Iteration 35Q: 3 clusters Score -2099833 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2099851.000000 Penalty: 4824.557129
	Iteration 36Q: 3 clusters Score -2099851 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2099867.750000 Penalty: 4824.557129
	Iteration 37Q: 3 clusters Score -2099868 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2099893.000000 Penalty: 4824.557129
	Iteration 38Q: 3 clusters Score -2099893 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2099907.000000 Penalty: 4824.557129
	Iteration 39Q: 3 clusters Score -2099907 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2099917.500000 Penalty: 4824.557129
	Iteration 40F: 3 clusters Score -2099918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2099933.500000 Penalty: 4824.557129
	Iteration 41Q: 3 clusters Score -2099934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2099945.250000 Penalty: 4824.557129
	Iteration 42Q: 3 clusters Score -2099945 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2099959.000000 Penalty: 4824.557129
	Iteration 43Q: 3 clusters Score -2099959 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2099973.000000 Penalty: 4824.557129
	Iteration 44Q: 3 clusters Score -2099973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2099984.500000 Penalty: 4824.557129
	Iteration 45Q: 3 clusters Score -2099984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2099993.750000 Penalty: 4824.557129
	Iteration 46Q: 3 clusters Score -2099994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2100002.000000 Penalty: 4824.557129
	Iteration 47Q: 3 clusters Score -2100002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2100020.500000 Penalty: 4824.557129
	Iteration 48Q: 3 clusters Score -2100020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2100025.500000 Penalty: 4824.557129
	Iteration 49Q: 3 clusters Score -2100026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2100032.750000 Penalty: 4824.557129
	Iteration 50Q: 3 clusters Score -2100033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2100040.750000 Penalty: 4824.557129
	Iteration 51Q: 3 clusters Score -2100041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2100052.000000 Penalty: 4824.557129
	Iteration 52Q: 3 clusters Score -2100052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2100055.250000 Penalty: 4824.557129
	Iteration 53Q: 3 clusters Score -2100055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2100054.500000 Penalty: 4824.557129
	Iteration 54Q: 3 clusters Score -2100054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2100062.500000 Penalty: 4824.557129
	Iteration 55Q: 3 clusters Score -2100062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2100065.750000 Penalty: 4824.557129
	Iteration 56Q: 3 clusters Score -2100066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2100081.000000 Penalty: 4824.557129
	Iteration 57Q: 3 clusters Score -2100081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2100088.250000 Penalty: 4824.557129
	Iteration 58Q: 3 clusters Score -2100088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2100096.500000 Penalty: 4824.557129
	Iteration 59Q: 3 clusters Score -2100096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2100102.750000 Penalty: 4824.557129
	Iteration 60F: 3 clusters Score -2100103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2100111.500000 Penalty: 4824.557129
	Iteration 61Q: 3 clusters Score -2100112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2100116.250000 Penalty: 4824.557129
	Iteration 62Q: 3 clusters Score -2100116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2100114.250000 Penalty: 4824.557129
	Iteration 63Q: 3 clusters Score -2100114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2100125.500000 Penalty: 4824.557129
	Iteration 64Q: 3 clusters Score -2100126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2100127.250000 Penalty: 4824.557129
	Iteration 65Q: 3 clusters Score -2100127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2100128.750000 Penalty: 4824.557129
	Iteration 66Q: 3 clusters Score -2100129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2100137.250000 Penalty: 4824.557129
	Iteration 67Q: 3 clusters Score -2100137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2100145.500000 Penalty: 4824.557129
	Iteration 68Q: 3 clusters Score -2100146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2100144.500000 Penalty: 4824.557129
	Iteration 69Q: 3 clusters Score -2100144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2100149.750000 Penalty: 4824.557129
	Iteration 70Q: 3 clusters Score -2100150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2100157.250000 Penalty: 4824.557129
	Iteration 71Q: 3 clusters Score -2100157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2100163.250000 Penalty: 4824.557129
	Iteration 72Q: 3 clusters Score -2100163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2100176.500000 Penalty: 4824.557129
	Iteration 73Q: 3 clusters Score -2100176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2100185.250000 Penalty: 4824.557129
	Iteration 74Q: 3 clusters Score -2100185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2100191.000000 Penalty: 4824.557129
	Iteration 75Q: 3 clusters Score -2100191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2100193.750000 Penalty: 4824.557129
	Iteration 76Q: 3 clusters Score -2100194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2100196.000000 Penalty: 4824.557129
	Iteration 77Q: 3 clusters Score -2100196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2100198.000000 Penalty: 4824.557129
	Iteration 78Q: 3 clusters Score -2100198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2100201.250000 Penalty: 4824.557129
	Iteration 79Q: 3 clusters Score -2100201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2100203.500000 Penalty: 4824.557129
	Iteration 80F: 3 clusters Score -2100204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2100210.000000 Penalty: 4824.557129
	Iteration 81Q: 3 clusters Score -2100210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2100220.250000 Penalty: 4824.557129
	Iteration 82Q: 3 clusters Score -2100220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2100238.750000 Penalty: 4824.557129
	Iteration 83Q: 3 clusters Score -2100239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2100252.250000 Penalty: 4824.557129
	Iteration 84Q: 3 clusters Score -2100252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2100267.000000 Penalty: 4824.557129
	Iteration 85Q: 3 clusters Score -2100267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2100281.000000 Penalty: 4824.557129
	Iteration 86Q: 3 clusters Score -2100281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2100292.750000 Penalty: 4824.557129
	Iteration 87Q: 3 clusters Score -2100293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2100310.250000 Penalty: 4824.557129
	Iteration 88Q: 3 clusters Score -2100310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2100316.500000 Penalty: 4824.557129
	Iteration 89Q: 3 clusters Score -2100316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2100333.250000 Penalty: 4824.557129
	Iteration 90Q: 3 clusters Score -2100333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2100340.250000 Penalty: 4824.557129
	Iteration 91Q: 3 clusters Score -2100340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2100351.000000 Penalty: 4824.557129
	Iteration 92Q: 3 clusters Score -2100351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2100361.500000 Penalty: 4824.557129
	Iteration 93Q: 3 clusters Score -2100362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2100370.250000 Penalty: 4824.557129
	Iteration 94Q: 3 clusters Score -2100370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2100379.750000 Penalty: 4824.557129
	Iteration 95Q: 3 clusters Score -2100380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2100381.000000 Penalty: 4824.557129
	Iteration 96Q: 3 clusters Score -2100381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2100384.250000 Penalty: 4824.557129
	Iteration 97Q: 3 clusters Score -2100384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2100388.000000 Penalty: 4824.557129
	Iteration 98Q: 3 clusters Score -2100388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2100386.500000 Penalty: 4824.557129
	Iteration 99Q: 3 clusters Score -2100386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2100387.250000 Penalty: 4824.557129
	Iteration 100F: 3 clusters Score -2100387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2100387.250000 Penalty: 4824.557129
	Iteration 101Q: 3 clusters Score -2100387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2100387.250000 Penalty: 4824.557129
	Iteration 102F: 3 clusters Score -2100387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -80116.140625 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -80116.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -78497.015625 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -78497.02 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -78964.257812 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -78964.26 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -79194.851562 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -79194.85 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -79392.140625 Penalty: 3309.955811
	Iteration 3F: 3 clusters Score -79392.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -79492.796875 Penalty: 3309.955811
	Iteration 4Q: 3 clusters Score -79492.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -79551.226562 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -79551.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -79601.937500 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -79601.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -79610.546875 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -79610.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -79621.718750 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -79621.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -79636.156250 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -79636.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -79652.664062 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -79652.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -79672.976562 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -79672.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -79718.539062 Penalty: 3309.955811
	Iteration 12Q: 3 clusters Score -79718.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -79867.250000 Penalty: 3309.955811
	Iteration 13Q: 3 clusters Score -79867.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -80058.289062 Penalty: 3309.955811
	Iteration 14Q: 3 clusters Score -80058.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -80082.679688 Penalty: 3309.955811
	Iteration 15Q: 3 clusters Score -80082.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -80103.867188 Penalty: 3309.955811
	Iteration 16Q: 3 clusters Score -80103.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -80129.562500 Penalty: 3309.955811
	Iteration 17Q: 3 clusters Score -80129.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -80154.757812 Penalty: 3309.955811
	Iteration 18Q: 3 clusters Score -80154.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -80176.328125 Penalty: 3309.955811
	Iteration 19Q: 3 clusters Score -80176.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -80207.070312 Penalty: 3309.955811
	Iteration 20F: 3 clusters Score -80207.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -80274.789062 Penalty: 3309.955811
	Iteration 21Q: 3 clusters Score -80274.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -80449.960938 Penalty: 3309.955811
	Iteration 22Q: 3 clusters Score -80449.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -80555.835938 Penalty: 3309.955811
	Iteration 23Q: 3 clusters Score -80555.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -80596.023438 Penalty: 3309.955811
	Iteration 24Q: 3 clusters Score -80596.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -80638.242188 Penalty: 3309.955811
	Iteration 25Q: 3 clusters Score -80638.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -80721.601562 Penalty: 3309.955811
	Iteration 26Q: 3 clusters Score -80721.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -80919.187500 Penalty: 3309.955811
	Iteration 27Q: 3 clusters Score -80919.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -81269.929688 Penalty: 3309.955811
	Iteration 28Q: 3 clusters Score -81269.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -81312.156250 Penalty: 3309.955811
	Iteration 29Q: 3 clusters Score -81312.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -81319.828125 Penalty: 3309.955811
	Iteration 30Q: 3 clusters Score -81319.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -81324.328125 Penalty: 3309.955811
	Iteration 31Q: 3 clusters Score -81324.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -81326.000000 Penalty: 3309.955811
	Iteration 32Q: 3 clusters Score -81326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -81326.000000 Penalty: 3309.955811
	Iteration 33F: 3 clusters Score -81326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 17219 members 
Mstep: Class 4 contains 10585 members 
Mstep: Class 5 contains 31124 members 
Mstep: Class 6 contains 199737 members 
Mstep: Class 7 contains 16763 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 44063 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 18941 members 
Mstep: Class 12 contains 81781 members 
Mstep: Class 13 contains 9431 members 
Mstep: Class 14 contains 64605 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 215071 members 
Mstep: Class 17 contains 196027 members 
Mstep: Class 18 contains 16466 members 
Mstep: Class 19 contains 11229 members 
Mstep: Class 20 contains 221919 members 
Mstep: Class 21 contains 2839 members 
Mstep: Class 22 contains 3716 members 
Mstep: Class 23 contains 1946 members 
Mstep: Class 24 contains 1704 members 
Mstep: Class 25 contains 10351 members 
Mstep: Class 26 contains 19956 members 
Mstep: Class 27 contains 3974 members 
Mstep: Class 28 contains 1029 members 
Mstep: Class 29 contains 433 members 
Entering Unmasked Estep 
Score: -154551344.000000 Penalty: 101103.531250
Splitting cluster 8 changes total score from -154551616.000000 to -154551344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (44063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Entering Unmasked Estep 
Score: -5333153.000000 Penalty: 2651.957031
	Iteration 0F: 2 clusters Score -5333153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -5303394.000000 Penalty: 5303.914062
	Iteration 0F: 3 clusters Score -5303394 nChanged 20120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -5314423.500000 Penalty: 5303.914062
	Iteration 1F: 3 clusters Score -5314424 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -5314897.000000 Penalty: 5303.914062
	Iteration 2Q: 3 clusters Score -5314897 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -5315363.500000 Penalty: 5303.914062
	Iteration 3Q: 3 clusters Score -5315364 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -5315914.500000 Penalty: 5303.914062
	Iteration 4Q: 3 clusters Score -5315914 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -5316588.500000 Penalty: 5303.914062
	Iteration 5Q: 3 clusters Score -5316588 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -5317589.000000 Penalty: 5303.914062
	Iteration 6Q: 3 clusters Score -5317589 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -5318838.000000 Penalty: 5303.914062
	Iteration 7F: 3 clusters Score -5318838 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -5320611.000000 Penalty: 5303.914062
	Iteration 8F: 3 clusters Score -5320611 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -5322737.000000 Penalty: 5303.914062
	Iteration 9F: 3 clusters Score -5322737 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -5325019.500000 Penalty: 5303.914062
	Iteration 10F: 3 clusters Score -5325020 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -5327052.000000 Penalty: 5303.914062
	Iteration 11F: 3 clusters Score -5327052 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -5328522.500000 Penalty: 5303.914062
	Iteration 12Q: 3 clusters Score -5328522 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -5329476.500000 Penalty: 5303.914062
	Iteration 13Q: 3 clusters Score -5329476 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -5329998.500000 Penalty: 5303.914062
	Iteration 14Q: 3 clusters Score -5329998 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -5330385.500000 Penalty: 5303.914062
	Iteration 15Q: 3 clusters Score -5330386 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -5330641.000000 Penalty: 5303.914062
	Iteration 16Q: 3 clusters Score -5330641 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -5330835.500000 Penalty: 5303.914062
	Iteration 17Q: 3 clusters Score -5330836 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5330983.500000 Penalty: 5303.914062
	Iteration 18Q: 3 clusters Score -5330984 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -5331118.500000 Penalty: 5303.914062
	Iteration 19Q: 3 clusters Score -5331118 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5331210.500000 Penalty: 5303.914062
	Iteration 20F: 3 clusters Score -5331210 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5331297.000000 Penalty: 5303.914062
	Iteration 21Q: 3 clusters Score -5331297 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5331371.000000 Penalty: 5303.914062
	Iteration 22Q: 3 clusters Score -5331371 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5331485.000000 Penalty: 5303.914062
	Iteration 23Q: 3 clusters Score -5331485 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5331640.000000 Penalty: 5303.914062
	Iteration 24Q: 3 clusters Score -5331640 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5331796.000000 Penalty: 5303.914062
	Iteration 25Q: 3 clusters Score -5331796 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5331886.500000 Penalty: 5303.914062
	Iteration 26Q: 3 clusters Score -5331886 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5331927.500000 Penalty: 5303.914062
	Iteration 27Q: 3 clusters Score -5331928 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5331939.500000 Penalty: 5303.914062
	Iteration 28Q: 3 clusters Score -5331940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5331947.000000 Penalty: 5303.914062
	Iteration 29Q: 3 clusters Score -5331947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5331953.500000 Penalty: 5303.914062
	Iteration 30Q: 3 clusters Score -5331954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5331963.000000 Penalty: 5303.914062
	Iteration 31Q: 3 clusters Score -5331963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5331965.000000 Penalty: 5303.914062
	Iteration 32Q: 3 clusters Score -5331965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5331962.000000 Penalty: 5303.914062
	Iteration 33Q: 3 clusters Score -5331962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5331969.000000 Penalty: 5303.914062
	Iteration 34Q: 3 clusters Score -5331969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5331957.000000 Penalty: 5303.914062
	Iteration 35Q: 3 clusters Score -5331957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5331967.000000 Penalty: 5303.914062
	Iteration 36Q: 3 clusters Score -5331967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5331968.500000 Penalty: 5303.914062
	Iteration 37Q: 3 clusters Score -5331968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5331968.500000 Penalty: 5303.914062
	Iteration 38F: 3 clusters Score -5331968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Entering Unmasked Estep 
Score: -1130049.000000 Penalty: 2273.186523
	Iteration 0F: 2 clusters Score -1130049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1122667.375000 Penalty: 4546.373047
	Iteration 0F: 3 clusters Score -1122667 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1124950.500000 Penalty: 4546.373047
	Iteration 1F: 3 clusters Score -1124950 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1125425.875000 Penalty: 4546.373047
	Iteration 2F: 3 clusters Score -1125426 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1125951.875000 Penalty: 4546.373047
	Iteration 3F: 3 clusters Score -1125952 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1126552.125000 Penalty: 4546.373047
	Iteration 4F: 3 clusters Score -1126552 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1127042.250000 Penalty: 4546.373047
	Iteration 5F: 3 clusters Score -1127042 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1127430.250000 Penalty: 4546.373047
	Iteration 6F: 3 clusters Score -1127430 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1127687.750000 Penalty: 4546.373047
	Iteration 7Q: 3 clusters Score -1127688 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1127856.125000 Penalty: 4546.373047
	Iteration 8Q: 3 clusters Score -1127856 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1127969.000000 Penalty: 4546.373047
	Iteration 9Q: 3 clusters Score -1127969 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1128054.375000 Penalty: 4546.373047
	Iteration 10Q: 3 clusters Score -1128054 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1128102.125000 Penalty: 4546.373047
	Iteration 11Q: 3 clusters Score -1128102 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1128142.875000 Penalty: 4546.373047
	Iteration 12Q: 3 clusters Score -1128143 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1128161.375000 Penalty: 4546.373047
	Iteration 13Q: 3 clusters Score -1128161 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1128177.625000 Penalty: 4546.373047
	Iteration 14Q: 3 clusters Score -1128178 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1128186.500000 Penalty: 4546.373047
	Iteration 15Q: 3 clusters Score -1128186 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1128197.625000 Penalty: 4546.373047
	Iteration 16Q: 3 clusters Score -1128198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1128203.250000 Penalty: 4546.373047
	Iteration 17Q: 3 clusters Score -1128203 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1128211.500000 Penalty: 4546.373047
	Iteration 18Q: 3 clusters Score -1128212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1128219.125000 Penalty: 4546.373047
	Iteration 19Q: 3 clusters Score -1128219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1128223.125000 Penalty: 4546.373047
	Iteration 20F: 3 clusters Score -1128223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1128229.125000 Penalty: 4546.373047
	Iteration 21Q: 3 clusters Score -1128229 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1128235.875000 Penalty: 4546.373047
	Iteration 22Q: 3 clusters Score -1128236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1128238.625000 Penalty: 4546.373047
	Iteration 23Q: 3 clusters Score -1128239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1128247.250000 Penalty: 4546.373047
	Iteration 24Q: 3 clusters Score -1128247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1128247.000000 Penalty: 4546.373047
	Iteration 25Q: 3 clusters Score -1128247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1128249.000000 Penalty: 4546.373047
	Iteration 26Q: 3 clusters Score -1128249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1128251.375000 Penalty: 4546.373047
	Iteration 27Q: 3 clusters Score -1128251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1128254.000000 Penalty: 4546.373047
	Iteration 28Q: 3 clusters Score -1128254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1128259.125000 Penalty: 4546.373047
	Iteration 29Q: 3 clusters Score -1128259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1128260.750000 Penalty: 4546.373047
	Iteration 30Q: 3 clusters Score -1128261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1128265.000000 Penalty: 4546.373047
	Iteration 31Q: 3 clusters Score -1128265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1128268.000000 Penalty: 4546.373047
	Iteration 32Q: 3 clusters Score -1128268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1128267.375000 Penalty: 4546.373047
	Iteration 33Q: 3 clusters Score -1128267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1128270.000000 Penalty: 4546.373047
	Iteration 34Q: 3 clusters Score -1128270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1128271.000000 Penalty: 4546.373047
	Iteration 35Q: 3 clusters Score -1128271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1128276.750000 Penalty: 4546.373047
	Iteration 36Q: 3 clusters Score -1128277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1128278.875000 Penalty: 4546.373047
	Iteration 37Q: 3 clusters Score -1128279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1128279.500000 Penalty: 4546.373047
	Iteration 38Q: 3 clusters Score -1128280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1128281.375000 Penalty: 4546.373047
	Iteration 39Q: 3 clusters Score -1128281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1128282.375000 Penalty: 4546.373047
	Iteration 40F: 3 clusters Score -1128282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1128284.500000 Penalty: 4546.373047
	Iteration 41Q: 3 clusters Score -1128284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1128287.250000 Penalty: 4546.373047
	Iteration 42Q: 3 clusters Score -1128287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1128287.500000 Penalty: 4546.373047
	Iteration 43Q: 3 clusters Score -1128288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1128287.000000 Penalty: 4546.373047
	Iteration 44Q: 3 clusters Score -1128287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1128288.000000 Penalty: 4546.373047
	Iteration 45Q: 3 clusters Score -1128288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1128286.375000 Penalty: 4546.373047
	Iteration 46Q: 3 clusters Score -1128286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1128285.125000 Penalty: 4546.373047
	Iteration 47Q: 3 clusters Score -1128285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1128285.875000 Penalty: 4546.373047
	Iteration 48Q: 3 clusters Score -1128286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1128285.000000 Penalty: 4546.373047
	Iteration 49Q: 3 clusters Score -1128285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1128287.250000 Penalty: 4546.373047
	Iteration 50Q: 3 clusters Score -1128287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1128287.125000 Penalty: 4546.373047
	Iteration 51Q: 3 clusters Score -1128287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1128289.375000 Penalty: 4546.373047
	Iteration 52Q: 3 clusters Score -1128289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1128289.500000 Penalty: 4546.373047
	Iteration 53Q: 3 clusters Score -1128290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1128287.125000 Penalty: 4546.373047
	Iteration 54Q: 3 clusters Score -1128287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1128286.500000 Penalty: 4546.373047
	Iteration 55Q: 3 clusters Score -1128286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1128289.375000 Penalty: 4546.373047
	Iteration 56Q: 3 clusters Score -1128289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1128291.250000 Penalty: 4546.373047
	Iteration 57Q: 3 clusters Score -1128291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1128291.125000 Penalty: 4546.373047
	Iteration 58Q: 3 clusters Score -1128291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1128293.375000 Penalty: 4546.373047
	Iteration 59Q: 3 clusters Score -1128293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1128292.750000 Penalty: 4546.373047
	Iteration 60F: 3 clusters Score -1128293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1128298.375000 Penalty: 4546.373047
	Iteration 61Q: 3 clusters Score -1128298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1128300.875000 Penalty: 4546.373047
	Iteration 62Q: 3 clusters Score -1128301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1128299.750000 Penalty: 4546.373047
	Iteration 63Q: 3 clusters Score -1128300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1128299.875000 Penalty: 4546.373047
	Iteration 64Q: 3 clusters Score -1128300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1128303.875000 Penalty: 4546.373047
	Iteration 65Q: 3 clusters Score -1128304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1128303.750000 Penalty: 4546.373047
	Iteration 66Q: 3 clusters Score -1128304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1128305.125000 Penalty: 4546.373047
	Iteration 67Q: 3 clusters Score -1128305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1128304.000000 Penalty: 4546.373047
	Iteration 68Q: 3 clusters Score -1128304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1128304.875000 Penalty: 4546.373047
	Iteration 69Q: 3 clusters Score -1128305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1128305.750000 Penalty: 4546.373047
	Iteration 70Q: 3 clusters Score -1128306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1128310.000000 Penalty: 4546.373047
	Iteration 71Q: 3 clusters Score -1128310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1128313.000000 Penalty: 4546.373047
	Iteration 72Q: 3 clusters Score -1128313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1128317.875000 Penalty: 4546.373047
	Iteration 73Q: 3 clusters Score -1128318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1128320.750000 Penalty: 4546.373047
	Iteration 74Q: 3 clusters Score -1128321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1128321.375000 Penalty: 4546.373047
	Iteration 75Q: 3 clusters Score -1128321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1128325.750000 Penalty: 4546.373047
	Iteration 76Q: 3 clusters Score -1128326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1128328.250000 Penalty: 4546.373047
	Iteration 77Q: 3 clusters Score -1128328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1128330.125000 Penalty: 4546.373047
	Iteration 78Q: 3 clusters Score -1128330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1128332.125000 Penalty: 4546.373047
	Iteration 79Q: 3 clusters Score -1128332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1128338.250000 Penalty: 4546.373047
	Iteration 80F: 3 clusters Score -1128338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1128341.125000 Penalty: 4546.373047
	Iteration 81Q: 3 clusters Score -1128341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1128348.500000 Penalty: 4546.373047
	Iteration 82Q: 3 clusters Score -1128348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1128351.125000 Penalty: 4546.373047
	Iteration 83Q: 3 clusters Score -1128351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1128353.750000 Penalty: 4546.373047
	Iteration 84Q: 3 clusters Score -1128354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1128357.750000 Penalty: 4546.373047
	Iteration 85Q: 3 clusters Score -1128358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1128359.250000 Penalty: 4546.373047
	Iteration 86Q: 3 clusters Score -1128359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1128364.000000 Penalty: 4546.373047
	Iteration 87Q: 3 clusters Score -1128364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1128362.125000 Penalty: 4546.373047
	Iteration 88Q: 3 clusters Score -1128362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1128363.125000 Penalty: 4546.373047
	Iteration 89Q: 3 clusters Score -1128363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1128366.750000 Penalty: 4546.373047
	Iteration 90Q: 3 clusters Score -1128367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1128369.375000 Penalty: 4546.373047
	Iteration 91Q: 3 clusters Score -1128369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1128367.625000 Penalty: 4546.373047
	Iteration 92Q: 3 clusters Score -1128368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1128374.625000 Penalty: 4546.373047
	Iteration 93Q: 3 clusters Score -1128375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1128375.250000 Penalty: 4546.373047
	Iteration 94Q: 3 clusters Score -1128375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1128378.625000 Penalty: 4546.373047
	Iteration 95Q: 3 clusters Score -1128379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1128376.875000 Penalty: 4546.373047
	Iteration 96Q: 3 clusters Score -1128377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1128381.250000 Penalty: 4546.373047
	Iteration 97Q: 3 clusters Score -1128381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1128384.875000 Penalty: 4546.373047
	Iteration 98Q: 3 clusters Score -1128385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1128384.750000 Penalty: 4546.373047
	Iteration 99Q: 3 clusters Score -1128385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1128383.875000 Penalty: 4546.373047
	Iteration 100F: 3 clusters Score -1128384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1128385.250000 Penalty: 4546.373047
	Iteration 101Q: 3 clusters Score -1128385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1128387.500000 Penalty: 4546.373047
	Iteration 102Q: 3 clusters Score -1128388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1128388.125000 Penalty: 4546.373047
	Iteration 103Q: 3 clusters Score -1128388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1128389.875000 Penalty: 4546.373047
	Iteration 104Q: 3 clusters Score -1128390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1128388.125000 Penalty: 4546.373047
	Iteration 105Q: 3 clusters Score -1128388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1128389.125000 Penalty: 4546.373047
	Iteration 106Q: 3 clusters Score -1128389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1128391.375000 Penalty: 4546.373047
	Iteration 107Q: 3 clusters Score -1128391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1128390.375000 Penalty: 4546.373047
	Iteration 108Q: 3 clusters Score -1128390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1128392.125000 Penalty: 4546.373047
	Iteration 109Q: 3 clusters Score -1128392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1128392.625000 Penalty: 4546.373047
	Iteration 110Q: 3 clusters Score -1128393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1128394.500000 Penalty: 4546.373047
	Iteration 111Q: 3 clusters Score -1128394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1128392.875000 Penalty: 4546.373047
	Iteration 112Q: 3 clusters Score -1128393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1128391.625000 Penalty: 4546.373047
	Iteration 113Q: 3 clusters Score -1128392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1128391.625000 Penalty: 4546.373047
	Iteration 114F: 3 clusters Score -1128392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Entering Unmasked Estep 
Score: -2126345.000000 Penalty: 2442.572754
	Iteration 0F: 2 clusters Score -2126345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2112969.250000 Penalty: 4885.145508
	Iteration 0F: 3 clusters Score -2112969 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2117636.250000 Penalty: 4885.145508
	Iteration 1F: 3 clusters Score -2117636 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2118250.000000 Penalty: 4885.145508
	Iteration 2F: 3 clusters Score -2118250 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2118830.000000 Penalty: 4885.145508
	Iteration 3F: 3 clusters Score -2118830 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2119422.500000 Penalty: 4885.145508
	Iteration 4F: 3 clusters Score -2119422 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2120001.500000 Penalty: 4885.145508
	Iteration 5F: 3 clusters Score -2120002 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2120511.500000 Penalty: 4885.145508
	Iteration 6F: 3 clusters Score -2120512 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2120963.000000 Penalty: 4885.145508
	Iteration 7Q: 3 clusters Score -2120963 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2121346.000000 Penalty: 4885.145508
	Iteration 8Q: 3 clusters Score -2121346 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2121635.750000 Penalty: 4885.145508
	Iteration 9Q: 3 clusters Score -2121636 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2121856.500000 Penalty: 4885.145508
	Iteration 10Q: 3 clusters Score -2121856 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2122008.000000 Penalty: 4885.145508
	Iteration 11Q: 3 clusters Score -2122008 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2122116.000000 Penalty: 4885.145508
	Iteration 12Q: 3 clusters Score -2122116 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2122195.750000 Penalty: 4885.145508
	Iteration 13Q: 3 clusters Score -2122196 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2122278.750000 Penalty: 4885.145508
	Iteration 14Q: 3 clusters Score -2122279 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2122354.000000 Penalty: 4885.145508
	Iteration 15Q: 3 clusters Score -2122354 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2122412.000000 Penalty: 4885.145508
	Iteration 16Q: 3 clusters Score -2122412 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2122455.250000 Penalty: 4885.145508
	Iteration 17Q: 3 clusters Score -2122455 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2122503.750000 Penalty: 4885.145508
	Iteration 18Q: 3 clusters Score -2122504 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2122550.500000 Penalty: 4885.145508
	Iteration 19Q: 3 clusters Score -2122550 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2122595.500000 Penalty: 4885.145508
	Iteration 20F: 3 clusters Score -2122596 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2122642.250000 Penalty: 4885.145508
	Iteration 21Q: 3 clusters Score -2122642 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2122689.750000 Penalty: 4885.145508
	Iteration 22Q: 3 clusters Score -2122690 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2122732.000000 Penalty: 4885.145508
	Iteration 23Q: 3 clusters Score -2122732 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2122777.500000 Penalty: 4885.145508
	Iteration 24Q: 3 clusters Score -2122778 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2122820.750000 Penalty: 4885.145508
	Iteration 25Q: 3 clusters Score -2122821 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2122864.000000 Penalty: 4885.145508
	Iteration 26Q: 3 clusters Score -2122864 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2122911.500000 Penalty: 4885.145508
	Iteration 27Q: 3 clusters Score -2122912 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2122957.750000 Penalty: 4885.145508
	Iteration 28Q: 3 clusters Score -2122958 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2123012.000000 Penalty: 4885.145508
	Iteration 29Q: 3 clusters Score -2123012 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2123074.250000 Penalty: 4885.145508
	Iteration 30Q: 3 clusters Score -2123074 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2123140.500000 Penalty: 4885.145508
	Iteration 31Q: 3 clusters Score -2123140 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2123213.500000 Penalty: 4885.145508
	Iteration 32Q: 3 clusters Score -2123214 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2123312.000000 Penalty: 4885.145508
	Iteration 33Q: 3 clusters Score -2123312 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2123412.750000 Penalty: 4885.145508
	Iteration 34Q: 3 clusters Score -2123413 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2123483.500000 Penalty: 4885.145508
	Iteration 35Q: 3 clusters Score -2123484 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2123548.250000 Penalty: 4885.145508
	Iteration 36Q: 3 clusters Score -2123548 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2123608.000000 Penalty: 4885.145508
	Iteration 37Q: 3 clusters Score -2123608 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2123687.000000 Penalty: 4885.145508
	Iteration 38Q: 3 clusters Score -2123687 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2123766.250000 Penalty: 4885.145508
	Iteration 39Q: 3 clusters Score -2123766 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2123818.000000 Penalty: 4885.145508
	Iteration 40F: 3 clusters Score -2123818 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2123888.250000 Penalty: 4885.145508
	Iteration 41Q: 3 clusters Score -2123888 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2123949.750000 Penalty: 4885.145508
	Iteration 42Q: 3 clusters Score -2123950 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2124006.000000 Penalty: 4885.145508
	Iteration 43Q: 3 clusters Score -2124006 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2124073.250000 Penalty: 4885.145508
	Iteration 44Q: 3 clusters Score -2124073 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2124128.500000 Penalty: 4885.145508
	Iteration 45Q: 3 clusters Score -2124128 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2124184.000000 Penalty: 4885.145508
	Iteration 46Q: 3 clusters Score -2124184 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2124240.250000 Penalty: 4885.145508
	Iteration 47Q: 3 clusters Score -2124240 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2124297.500000 Penalty: 4885.145508
	Iteration 48Q: 3 clusters Score -2124298 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2124349.000000 Penalty: 4885.145508
	Iteration 49Q: 3 clusters Score -2124349 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2124402.750000 Penalty: 4885.145508
	Iteration 50Q: 3 clusters Score -2124403 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2124445.750000 Penalty: 4885.145508
	Iteration 51Q: 3 clusters Score -2124446 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2124499.250000 Penalty: 4885.145508
	Iteration 52Q: 3 clusters Score -2124499 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2124556.000000 Penalty: 4885.145508
	Iteration 53Q: 3 clusters Score -2124556 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2124587.500000 Penalty: 4885.145508
	Iteration 54Q: 3 clusters Score -2124588 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2124625.500000 Penalty: 4885.145508
	Iteration 55Q: 3 clusters Score -2124626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2124649.250000 Penalty: 4885.145508
	Iteration 56Q: 3 clusters Score -2124649 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2124659.750000 Penalty: 4885.145508
	Iteration 57Q: 3 clusters Score -2124660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2124672.000000 Penalty: 4885.145508
	Iteration 58Q: 3 clusters Score -2124672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2124680.750000 Penalty: 4885.145508
	Iteration 59Q: 3 clusters Score -2124681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2124689.750000 Penalty: 4885.145508
	Iteration 60F: 3 clusters Score -2124690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2124694.750000 Penalty: 4885.145508
	Iteration 61Q: 3 clusters Score -2124695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2124697.250000 Penalty: 4885.145508
	Iteration 62Q: 3 clusters Score -2124697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2124703.500000 Penalty: 4885.145508
	Iteration 63Q: 3 clusters Score -2124704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2124706.750000 Penalty: 4885.145508
	Iteration 64Q: 3 clusters Score -2124707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2124710.000000 Penalty: 4885.145508
	Iteration 65Q: 3 clusters Score -2124710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2124709.000000 Penalty: 4885.145508
	Iteration 66Q: 3 clusters Score -2124709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2124715.500000 Penalty: 4885.145508
	Iteration 67Q: 3 clusters Score -2124716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2124718.750000 Penalty: 4885.145508
	Iteration 68Q: 3 clusters Score -2124719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2124727.250000 Penalty: 4885.145508
	Iteration 69Q: 3 clusters Score -2124727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2124733.250000 Penalty: 4885.145508
	Iteration 70Q: 3 clusters Score -2124733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2124732.500000 Penalty: 4885.145508
	Iteration 71Q: 3 clusters Score -2124732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2124735.500000 Penalty: 4885.145508
	Iteration 72Q: 3 clusters Score -2124736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2124737.750000 Penalty: 4885.145508
	Iteration 73Q: 3 clusters Score -2124738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2124738.750000 Penalty: 4885.145508
	Iteration 74Q: 3 clusters Score -2124739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2124737.250000 Penalty: 4885.145508
	Iteration 75Q: 3 clusters Score -2124737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2124737.250000 Penalty: 4885.145508
	Iteration 76Q: 3 clusters Score -2124737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2124740.750000 Penalty: 4885.145508
	Iteration 77Q: 3 clusters Score -2124741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2124737.750000 Penalty: 4885.145508
	Iteration 78Q: 3 clusters Score -2124738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2124739.750000 Penalty: 4885.145508
	Iteration 79Q: 3 clusters Score -2124740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2124740.750000 Penalty: 4885.145508
	Iteration 80F: 3 clusters Score -2124741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (81781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81781 members 
Entering Unmasked Estep 
Score: -9893608.000000 Penalty: 2805.326416
	Iteration 0F: 2 clusters Score -9893608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -9838719.000000 Penalty: 5610.652832
	Iteration 0F: 3 clusters Score -9838719 nChanged 38495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -9860915.000000 Penalty: 5610.652832
	Iteration 1F: 3 clusters Score -9860915 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -9861531.000000 Penalty: 5610.652832
	Iteration 2Q: 3 clusters Score -9861531 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -9862321.000000 Penalty: 5610.652832
	Iteration 3Q: 3 clusters Score -9862321 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -9863184.000000 Penalty: 5610.652832
	Iteration 4Q: 3 clusters Score -9863184 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -9864277.000000 Penalty: 5610.652832
	Iteration 5Q: 3 clusters Score -9864277 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -9865617.000000 Penalty: 5610.652832
	Iteration 6Q: 3 clusters Score -9865617 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -9867159.000000 Penalty: 5610.652832
	Iteration 7Q: 3 clusters Score -9867159 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -9869069.000000 Penalty: 5610.652832
	Iteration 8Q: 3 clusters Score -9869069 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -9870954.000000 Penalty: 5610.652832
	Iteration 9Q: 3 clusters Score -9870954 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -9872613.000000 Penalty: 5610.652832
	Iteration 10Q: 3 clusters Score -9872613 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -9874036.000000 Penalty: 5610.652832
	Iteration 11Q: 3 clusters Score -9874036 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -9875398.000000 Penalty: 5610.652832
	Iteration 12Q: 3 clusters Score -9875398 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -9876814.000000 Penalty: 5610.652832
	Iteration 13Q: 3 clusters Score -9876814 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 54230 members 
Entering Unmasked Estep 
Score: -9878291.000000 Penalty: 5610.652832
	Iteration 14Q: 3 clusters Score -9878291 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -9879806.000000 Penalty: 5610.652832
	Iteration 15Q: 3 clusters Score -9879806 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 60002 members 
Entering Unmasked Estep 
Score: -9881524.000000 Penalty: 5610.652832
	Iteration 16Q: 3 clusters Score -9881524 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 62929 members 
Entering Unmasked Estep 
Score: -9883178.000000 Penalty: 5610.652832
	Iteration 17Q: 3 clusters Score -9883178 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 65672 members 
Entering Unmasked Estep 
Score: -9884858.000000 Penalty: 5610.652832
	Iteration 18Q: 3 clusters Score -9884858 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 68144 members 
Entering Unmasked Estep 
Score: -9886338.000000 Penalty: 5610.652832
	Iteration 19Q: 3 clusters Score -9886338 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 70190 members 
Entering Unmasked Estep 
Score: -9887476.000000 Penalty: 5610.652832
	Iteration 20F: 3 clusters Score -9887476 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 71832 members 
Entering Unmasked Estep 
Score: -9888383.000000 Penalty: 5610.652832
	Iteration 21Q: 3 clusters Score -9888383 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 73166 members 
Entering Unmasked Estep 
Score: -9889078.000000 Penalty: 5610.652832
	Iteration 22Q: 3 clusters Score -9889078 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 74264 members 
Entering Unmasked Estep 
Score: -9889604.000000 Penalty: 5610.652832
	Iteration 23Q: 3 clusters Score -9889604 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 75169 members 
Entering Unmasked Estep 
Score: -9890005.000000 Penalty: 5610.652832
	Iteration 24Q: 3 clusters Score -9890005 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 75877 members 
Entering Unmasked Estep 
Score: -9890306.000000 Penalty: 5610.652832
	Iteration 25Q: 3 clusters Score -9890306 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 76486 members 
Entering Unmasked Estep 
Score: -9890545.000000 Penalty: 5610.652832
	Iteration 26Q: 3 clusters Score -9890545 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 76967 members 
Entering Unmasked Estep 
Score: -9890724.000000 Penalty: 5610.652832
	Iteration 27Q: 3 clusters Score -9890724 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 77359 members 
Entering Unmasked Estep 
Score: -9890861.000000 Penalty: 5610.652832
	Iteration 28Q: 3 clusters Score -9890861 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 77680 members 
Entering Unmasked Estep 
Score: -9890980.000000 Penalty: 5610.652832
	Iteration 29Q: 3 clusters Score -9890980 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 77946 members 
Entering Unmasked Estep 
Score: -9891049.000000 Penalty: 5610.652832
	Iteration 30Q: 3 clusters Score -9891049 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -9891169.000000 Penalty: 5610.652832
	Iteration 31Q: 3 clusters Score -9891169 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 78394 members 
Entering Unmasked Estep 
Score: -9891229.000000 Penalty: 5610.652832
	Iteration 32Q: 3 clusters Score -9891229 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 78559 members 
Entering Unmasked Estep 
Score: -9891266.000000 Penalty: 5610.652832
	Iteration 33Q: 3 clusters Score -9891266 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 78688 members 
Entering Unmasked Estep 
Score: -9891302.000000 Penalty: 5610.652832
	Iteration 34Q: 3 clusters Score -9891302 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 78795 members 
Entering Unmasked Estep 
Score: -9891348.000000 Penalty: 5610.652832
	Iteration 35Q: 3 clusters Score -9891348 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 78869 members 
Entering Unmasked Estep 
Score: -9891357.000000 Penalty: 5610.652832
	Iteration 36Q: 3 clusters Score -9891357 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 78938 members 
Entering Unmasked Estep 
Score: -9891357.000000 Penalty: 5610.652832
	Iteration 37Q: 3 clusters Score -9891357 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 79002 members 
Entering Unmasked Estep 
Score: -9891382.000000 Penalty: 5610.652832
	Iteration 38Q: 3 clusters Score -9891382 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -9891385.000000 Penalty: 5610.652832
	Iteration 39Q: 3 clusters Score -9891385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 79084 members 
Entering Unmasked Estep 
Score: -9891410.000000 Penalty: 5610.652832
	Iteration 40F: 3 clusters Score -9891410 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 79128 members 
Entering Unmasked Estep 
Score: -9891409.000000 Penalty: 5610.652832
	Iteration 41Q: 3 clusters Score -9891409 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 79174 members 
Entering Unmasked Estep 
Score: -9891431.000000 Penalty: 5610.652832
	Iteration 42Q: 3 clusters Score -9891431 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 79226 members 
Entering Unmasked Estep 
Score: -9891438.000000 Penalty: 5610.652832
	Iteration 43Q: 3 clusters Score -9891438 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 79285 members 
Entering Unmasked Estep 
Score: -9891456.000000 Penalty: 5610.652832
	Iteration 44Q: 3 clusters Score -9891456 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 79335 members 
Entering Unmasked Estep 
Score: -9891485.000000 Penalty: 5610.652832
	Iteration 45Q: 3 clusters Score -9891485 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 79388 members 
Entering Unmasked Estep 
Score: -9891495.000000 Penalty: 5610.652832
	Iteration 46Q: 3 clusters Score -9891495 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 79427 members 
Entering Unmasked Estep 
Score: -9891508.000000 Penalty: 5610.652832
	Iteration 47Q: 3 clusters Score -9891508 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 79454 members 
Entering Unmasked Estep 
Score: -9891501.000000 Penalty: 5610.652832
	Iteration 48Q: 3 clusters Score -9891501 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 79480 members 
Entering Unmasked Estep 
Score: -9891501.000000 Penalty: 5610.652832
	Iteration 49Q: 3 clusters Score -9891501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 79501 members 
Entering Unmasked Estep 
Score: -9891504.000000 Penalty: 5610.652832
	Iteration 50Q: 3 clusters Score -9891504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 79525 members 
Entering Unmasked Estep 
Score: -9891516.000000 Penalty: 5610.652832
	Iteration 51Q: 3 clusters Score -9891516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 79544 members 
Entering Unmasked Estep 
Score: -9891517.000000 Penalty: 5610.652832
	Iteration 52Q: 3 clusters Score -9891517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 79558 members 
Entering Unmasked Estep 
Score: -9891511.000000 Penalty: 5610.652832
	Iteration 53Q: 3 clusters Score -9891511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 79567 members 
Entering Unmasked Estep 
Score: -9891532.000000 Penalty: 5610.652832
	Iteration 54Q: 3 clusters Score -9891532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 79571 members 
Entering Unmasked Estep 
Score: -9891519.000000 Penalty: 5610.652832
	Iteration 55Q: 3 clusters Score -9891519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 79573 members 
Entering Unmasked Estep 
Score: -9891528.000000 Penalty: 5610.652832
	Iteration 56Q: 3 clusters Score -9891528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 79573 members 
Entering Unmasked Estep 
Score: -9891524.000000 Penalty: 5610.652832
	Iteration 57Q: 3 clusters Score -9891524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 79575 members 
Entering Unmasked Estep 
Score: -9891532.000000 Penalty: 5610.652832
	Iteration 58Q: 3 clusters Score -9891532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 79576 members 
Entering Unmasked Estep 
Score: -9891531.000000 Penalty: 5610.652832
	Iteration 59Q: 3 clusters Score -9891531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 79576 members 
Entering Unmasked Estep 
Score: -9891531.000000 Penalty: 5610.652832
	Iteration 60F: 3 clusters Score -9891531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Entering Unmasked Estep 
Score: -1046689.000000 Penalty: 2269.635742
	Iteration 0F: 2 clusters Score -1046689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1039332.000000 Penalty: 4539.271484
	Iteration 0F: 3 clusters Score -1039332 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1041426.062500 Penalty: 4539.271484
	Iteration 1F: 3 clusters Score -1041426 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1041754.187500 Penalty: 4539.271484
	Iteration 2F: 3 clusters Score -1041754 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1041953.687500 Penalty: 4539.271484
	Iteration 3F: 3 clusters Score -1041954 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1042089.187500 Penalty: 4539.271484
	Iteration 4Q: 3 clusters Score -1042089 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1042211.437500 Penalty: 4539.271484
	Iteration 5Q: 3 clusters Score -1042211 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1042320.687500 Penalty: 4539.271484
	Iteration 6Q: 3 clusters Score -1042321 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1042437.625000 Penalty: 4539.271484
	Iteration 7Q: 3 clusters Score -1042438 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1042551.125000 Penalty: 4539.271484
	Iteration 8Q: 3 clusters Score -1042551 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1042649.812500 Penalty: 4539.271484
	Iteration 9Q: 3 clusters Score -1042650 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1042738.875000 Penalty: 4539.271484
	Iteration 10Q: 3 clusters Score -1042739 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1042842.937500 Penalty: 4539.271484
	Iteration 11Q: 3 clusters Score -1042843 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1042946.125000 Penalty: 4539.271484
	Iteration 12Q: 3 clusters Score -1042946 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1043026.562500 Penalty: 4539.271484
	Iteration 13Q: 3 clusters Score -1043027 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1043106.687500 Penalty: 4539.271484
	Iteration 14Q: 3 clusters Score -1043107 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1043185.812500 Penalty: 4539.271484
	Iteration 15Q: 3 clusters Score -1043186 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1043289.000000 Penalty: 4539.271484
	Iteration 16Q: 3 clusters Score -1043289 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1043405.812500 Penalty: 4539.271484
	Iteration 17Q: 3 clusters Score -1043406 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1043543.937500 Penalty: 4539.271484
	Iteration 18Q: 3 clusters Score -1043544 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1043695.312500 Penalty: 4539.271484
	Iteration 19Q: 3 clusters Score -1043695 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1043848.937500 Penalty: 4539.271484
	Iteration 20F: 3 clusters Score -1043849 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1044006.000000 Penalty: 4539.271484
	Iteration 21Q: 3 clusters Score -1044006 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1044147.625000 Penalty: 4539.271484
	Iteration 22Q: 3 clusters Score -1044148 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1044270.250000 Penalty: 4539.271484
	Iteration 23Q: 3 clusters Score -1044270 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1044363.750000 Penalty: 4539.271484
	Iteration 24Q: 3 clusters Score -1044364 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1044459.062500 Penalty: 4539.271484
	Iteration 25Q: 3 clusters Score -1044459 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1044545.500000 Penalty: 4539.271484
	Iteration 26Q: 3 clusters Score -1044546 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1044620.812500 Penalty: 4539.271484
	Iteration 27Q: 3 clusters Score -1044621 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1044694.500000 Penalty: 4539.271484
	Iteration 28Q: 3 clusters Score -1044694 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1044743.812500 Penalty: 4539.271484
	Iteration 29Q: 3 clusters Score -1044744 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1044785.375000 Penalty: 4539.271484
	Iteration 30Q: 3 clusters Score -1044785 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1044816.250000 Penalty: 4539.271484
	Iteration 31Q: 3 clusters Score -1044816 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1044844.062500 Penalty: 4539.271484
	Iteration 32Q: 3 clusters Score -1044844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1044855.562500 Penalty: 4539.271484
	Iteration 33Q: 3 clusters Score -1044856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1044865.812500 Penalty: 4539.271484
	Iteration 34Q: 3 clusters Score -1044866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1044874.125000 Penalty: 4539.271484
	Iteration 35Q: 3 clusters Score -1044874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1044880.062500 Penalty: 4539.271484
	Iteration 36Q: 3 clusters Score -1044880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1044887.000000 Penalty: 4539.271484
	Iteration 37Q: 3 clusters Score -1044887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1044899.000000 Penalty: 4539.271484
	Iteration 38Q: 3 clusters Score -1044899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1044904.562500 Penalty: 4539.271484
	Iteration 39Q: 3 clusters Score -1044905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1044910.812500 Penalty: 4539.271484
	Iteration 40F: 3 clusters Score -1044911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1044914.312500 Penalty: 4539.271484
	Iteration 41Q: 3 clusters Score -1044914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1044917.812500 Penalty: 4539.271484
	Iteration 42Q: 3 clusters Score -1044918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1044920.187500 Penalty: 4539.271484
	Iteration 43Q: 3 clusters Score -1044920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1044923.437500 Penalty: 4539.271484
	Iteration 44Q: 3 clusters Score -1044923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1044927.812500 Penalty: 4539.271484
	Iteration 45Q: 3 clusters Score -1044928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1044927.687500 Penalty: 4539.271484
	Iteration 46Q: 3 clusters Score -1044928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1044928.000000 Penalty: 4539.271484
	Iteration 47Q: 3 clusters Score -1044928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1044929.687500 Penalty: 4539.271484
	Iteration 48Q: 3 clusters Score -1044930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1044930.062500 Penalty: 4539.271484
	Iteration 49Q: 3 clusters Score -1044930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1044929.187500 Penalty: 4539.271484
	Iteration 50Q: 3 clusters Score -1044929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1044931.000000 Penalty: 4539.271484
	Iteration 51Q: 3 clusters Score -1044931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1044929.187500 Penalty: 4539.271484
	Iteration 52Q: 3 clusters Score -1044929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1044929.500000 Penalty: 4539.271484
	Iteration 53Q: 3 clusters Score -1044930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1044929.500000 Penalty: 4539.271484
	Iteration 54F: 3 clusters Score -1044930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (64605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64605 members 
Entering Unmasked Estep 
Score: -8111510.500000 Penalty: 2746.859619
	Iteration 0F: 2 clusters Score -8111510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -8068126.500000 Penalty: 5493.719238
	Iteration 0F: 3 clusters Score -8068126 nChanged 30159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -8084914.500000 Penalty: 5493.719238
	Iteration 1F: 3 clusters Score -8084914 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -8085705.000000 Penalty: 5493.719238
	Iteration 2Q: 3 clusters Score -8085705 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -8086608.000000 Penalty: 5493.719238
	Iteration 3Q: 3 clusters Score -8086608 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -8087836.000000 Penalty: 5493.719238
	Iteration 4Q: 3 clusters Score -8087836 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -8089722.000000 Penalty: 5493.719238
	Iteration 5F: 3 clusters Score -8089722 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -8092644.500000 Penalty: 5493.719238
	Iteration 6F: 3 clusters Score -8092644 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -8096790.000000 Penalty: 5493.719238
	Iteration 7F: 3 clusters Score -8096790 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -8101278.500000 Penalty: 5493.719238
	Iteration 8F: 3 clusters Score -8101278 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -8104846.000000 Penalty: 5493.719238
	Iteration 9F: 3 clusters Score -8104846 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -8106923.500000 Penalty: 5493.719238
	Iteration 10Q: 3 clusters Score -8106924 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61858 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -8108074.500000 Penalty: 5493.719238
	Iteration 11Q: 3 clusters Score -8108074 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -8108582.500000 Penalty: 5493.719238
	Iteration 12Q: 3 clusters Score -8108582 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62848 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -8108874.000000 Penalty: 5493.719238
	Iteration 13Q: 3 clusters Score -8108874 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -8109000.500000 Penalty: 5493.719238
	Iteration 14Q: 3 clusters Score -8109000 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63208 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8109112.000000 Penalty: 5493.719238
	Iteration 15Q: 3 clusters Score -8109112 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63310 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8109207.000000 Penalty: 5493.719238
	Iteration 16Q: 3 clusters Score -8109207 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8109283.000000 Penalty: 5493.719238
	Iteration 17Q: 3 clusters Score -8109283 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63417 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8109342.000000 Penalty: 5493.719238
	Iteration 18Q: 3 clusters Score -8109342 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63443 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8109378.000000 Penalty: 5493.719238
	Iteration 19Q: 3 clusters Score -8109378 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63454 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8109408.000000 Penalty: 5493.719238
	Iteration 20F: 3 clusters Score -8109408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8109414.000000 Penalty: 5493.719238
	Iteration 21Q: 3 clusters Score -8109414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63447 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8109433.500000 Penalty: 5493.719238
	Iteration 22Q: 3 clusters Score -8109434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8109449.500000 Penalty: 5493.719238
	Iteration 23Q: 3 clusters Score -8109450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63456 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -8109465.000000 Penalty: 5493.719238
	Iteration 24Q: 3 clusters Score -8109465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63463 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8109483.000000 Penalty: 5493.719238
	Iteration 25Q: 3 clusters Score -8109483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63469 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -8109480.500000 Penalty: 5493.719238
	Iteration 26Q: 3 clusters Score -8109480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63468 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -8109483.000000 Penalty: 5493.719238
	Iteration 27Q: 3 clusters Score -8109483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63469 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -8109480.000000 Penalty: 5493.719238
	Iteration 28Q: 3 clusters Score -8109480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63468 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -8109486.500000 Penalty: 5493.719238
	Iteration 29Q: 3 clusters Score -8109486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63465 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8109478.500000 Penalty: 5493.719238
	Iteration 30Q: 3 clusters Score -8109478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8109480.000000 Penalty: 5493.719238
	Iteration 31Q: 3 clusters Score -8109480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63465 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8109485.500000 Penalty: 5493.719238
	Iteration 32Q: 3 clusters Score -8109486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63465 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8109483.000000 Penalty: 5493.719238
	Iteration 33Q: 3 clusters Score -8109483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8109479.000000 Penalty: 5493.719238
	Iteration 34Q: 3 clusters Score -8109479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8109479.000000 Penalty: 5493.719238
	Iteration 35F: 3 clusters Score -8109479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Entering Unmasked Estep 
Score: -379443.781250 Penalty: 2047.574219
	Iteration 0F: 2 clusters Score -379443.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -375654.750000 Penalty: 4095.148438
	Iteration 0F: 3 clusters Score -375654.8 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -376575.968750 Penalty: 4095.148438
	Iteration 1F: 3 clusters Score -376576 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -376784.625000 Penalty: 4095.148438
	Iteration 2F: 3 clusters Score -376784.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -376919.218750 Penalty: 4095.148438
	Iteration 3F: 3 clusters Score -376919.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -376996.218750 Penalty: 4095.148438
	Iteration 4Q: 3 clusters Score -376996.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -377052.937500 Penalty: 4095.148438
	Iteration 5Q: 3 clusters Score -377052.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -377110.500000 Penalty: 4095.148438
	Iteration 6Q: 3 clusters Score -377110.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -377156.187500 Penalty: 4095.148438
	Iteration 7Q: 3 clusters Score -377156.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -377219.500000 Penalty: 4095.148438
	Iteration 8Q: 3 clusters Score -377219.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -377284.500000 Penalty: 4095.148438
	Iteration 9Q: 3 clusters Score -377284.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -377347.406250 Penalty: 4095.148438
	Iteration 10Q: 3 clusters Score -377347.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -377409.468750 Penalty: 4095.148438
	Iteration 11Q: 3 clusters Score -377409.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -377490.812500 Penalty: 4095.148438
	Iteration 12Q: 3 clusters Score -377490.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -377607.312500 Penalty: 4095.148438
	Iteration 13Q: 3 clusters Score -377607.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -377789.906250 Penalty: 4095.148438
	Iteration 14Q: 3 clusters Score -377789.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -378048.656250 Penalty: 4095.148438
	Iteration 15Q: 3 clusters Score -378048.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -378397.843750 Penalty: 4095.148438
	Iteration 16F: 3 clusters Score -378397.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -378673.187500 Penalty: 4095.148438
	Iteration 17F: 3 clusters Score -378673.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -378827.843750 Penalty: 4095.148438
	Iteration 18Q: 3 clusters Score -378827.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -378918.750000 Penalty: 4095.148438
	Iteration 19Q: 3 clusters Score -378918.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -378967.156250 Penalty: 4095.148438
	Iteration 20F: 3 clusters Score -378967.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -378989.312500 Penalty: 4095.148438
	Iteration 21Q: 3 clusters Score -378989.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -378995.093750 Penalty: 4095.148438
	Iteration 22Q: 3 clusters Score -378995.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -378998.125000 Penalty: 4095.148438
	Iteration 23Q: 3 clusters Score -378998.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -378999.562500 Penalty: 4095.148438
	Iteration 24Q: 3 clusters Score -378999.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -378999.562500 Penalty: 4095.148438
	Iteration 25F: 3 clusters Score -378999.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (215071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215071 members 
Entering Unmasked Estep 
Score: -26688124.000000 Penalty: 3045.123535
	Iteration 0F: 2 clusters Score -2.668812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107545 members 
Mstep: Class 2 contains 107526 members 
Entering Unmasked Estep 
Score: -26547786.000000 Penalty: 6090.247070
	Iteration 0F: 3 clusters Score -2.654779e+07 nChanged 103207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107306 members 
Mstep: Class 2 contains 107765 members 
Entering Unmasked Estep 
Score: -26607926.000000 Penalty: 6090.247070
	Iteration 1F: 3 clusters Score -2.660793e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107344 members 
Mstep: Class 2 contains 107727 members 
Entering Unmasked Estep 
Score: -26608866.000000 Penalty: 6090.247070
	Iteration 2Q: 3 clusters Score -2.660887e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107461 members 
Mstep: Class 2 contains 107610 members 
Entering Unmasked Estep 
Score: -26610194.000000 Penalty: 6090.247070
	Iteration 3Q: 3 clusters Score -2.661019e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107701 members 
Mstep: Class 2 contains 107370 members 
Entering Unmasked Estep 
Score: -26612024.000000 Penalty: 6090.247070
	Iteration 4Q: 3 clusters Score -2.661202e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108208 members 
Mstep: Class 2 contains 106863 members 
Entering Unmasked Estep 
Score: -26614450.000000 Penalty: 6090.247070
	Iteration 5Q: 3 clusters Score -2.661445e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109415 members 
Mstep: Class 2 contains 105656 members 
Entering Unmasked Estep 
Score: -26618338.000000 Penalty: 6090.247070
	Iteration 6Q: 3 clusters Score -2.661834e+07 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111657 members 
Mstep: Class 2 contains 103414 members 
Entering Unmasked Estep 
Score: -26624118.000000 Penalty: 6090.247070
	Iteration 7Q: 3 clusters Score -2.662412e+07 nChanged 13180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115283 members 
Mstep: Class 2 contains 99788 members 
Entering Unmasked Estep 
Score: -26633592.000000 Penalty: 6090.247070
	Iteration 8F: 3 clusters Score -2.663359e+07 nChanged 15653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120328 members 
Mstep: Class 2 contains 94743 members 
Entering Unmasked Estep 
Score: -26646574.000000 Penalty: 6090.247070
	Iteration 9F: 3 clusters Score -2.664657e+07 nChanged 16049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125455 members 
Mstep: Class 2 contains 89616 members 
Entering Unmasked Estep 
Score: -26659572.000000 Penalty: 6090.247070
	Iteration 10F: 3 clusters Score -2.665957e+07 nChanged 12296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129407 members 
Mstep: Class 2 contains 85664 members 
Entering Unmasked Estep 
Score: -26666748.000000 Penalty: 6090.247070
	Iteration 11F: 3 clusters Score -2.666675e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132428 members 
Mstep: Class 2 contains 82643 members 
Entering Unmasked Estep 
Score: -26669734.000000 Penalty: 6090.247070
	Iteration 12Q: 3 clusters Score -2.666973e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135210 members 
Mstep: Class 2 contains 79861 members 
Entering Unmasked Estep 
Score: -26671756.000000 Penalty: 6090.247070
	Iteration 13Q: 3 clusters Score -2.667176e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137770 members 
Mstep: Class 2 contains 77301 members 
Entering Unmasked Estep 
Score: -26673076.000000 Penalty: 6090.247070
	Iteration 14Q: 3 clusters Score -2.667308e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140195 members 
Mstep: Class 2 contains 74876 members 
Entering Unmasked Estep 
Score: -26674226.000000 Penalty: 6090.247070
	Iteration 15Q: 3 clusters Score -2.667423e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142399 members 
Mstep: Class 2 contains 72672 members 
Entering Unmasked Estep 
Score: -26675132.000000 Penalty: 6090.247070
	Iteration 16Q: 3 clusters Score -2.667513e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144466 members 
Mstep: Class 2 contains 70605 members 
Entering Unmasked Estep 
Score: -26675998.000000 Penalty: 6090.247070
	Iteration 17Q: 3 clusters Score -2.6676e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146382 members 
Mstep: Class 2 contains 68689 members 
Entering Unmasked Estep 
Score: -26676646.000000 Penalty: 6090.247070
	Iteration 18Q: 3 clusters Score -2.667665e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148236 members 
Mstep: Class 2 contains 66835 members 
Entering Unmasked Estep 
Score: -26677180.000000 Penalty: 6090.247070
	Iteration 19Q: 3 clusters Score -2.667718e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150055 members 
Mstep: Class 2 contains 65016 members 
Entering Unmasked Estep 
Score: -26677804.000000 Penalty: 6090.247070
	Iteration 20F: 3 clusters Score -2.66778e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152023 members 
Mstep: Class 2 contains 63048 members 
Entering Unmasked Estep 
Score: -26678380.000000 Penalty: 6090.247070
	Iteration 21Q: 3 clusters Score -2.667838e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153994 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -26678930.000000 Penalty: 6090.247070
	Iteration 22Q: 3 clusters Score -2.667893e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155873 members 
Mstep: Class 2 contains 59198 members 
Entering Unmasked Estep 
Score: -26679486.000000 Penalty: 6090.247070
	Iteration 23Q: 3 clusters Score -2.667949e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157700 members 
Mstep: Class 2 contains 57371 members 
Entering Unmasked Estep 
Score: -26679940.000000 Penalty: 6090.247070
	Iteration 24Q: 3 clusters Score -2.667994e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159562 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -26680246.000000 Penalty: 6090.247070
	Iteration 25Q: 3 clusters Score -2.668025e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161414 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -26680568.000000 Penalty: 6090.247070
	Iteration 26Q: 3 clusters Score -2.668057e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163440 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -26680986.000000 Penalty: 6090.247070
	Iteration 27Q: 3 clusters Score -2.668099e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165635 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -26681386.000000 Penalty: 6090.247070
	Iteration 28Q: 3 clusters Score -2.668139e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167980 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -26681748.000000 Penalty: 6090.247070
	Iteration 29Q: 3 clusters Score -2.668175e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170410 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -26682298.000000 Penalty: 6090.247070
	Iteration 30Q: 3 clusters Score -2.66823e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172955 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -26682726.000000 Penalty: 6090.247070
	Iteration 31Q: 3 clusters Score -2.668273e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175619 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -26683434.000000 Penalty: 6090.247070
	Iteration 32Q: 3 clusters Score -2.668343e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178381 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -26683898.000000 Penalty: 6090.247070
	Iteration 33Q: 3 clusters Score -2.66839e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181216 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -26684440.000000 Penalty: 6090.247070
	Iteration 34Q: 3 clusters Score -2.668444e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184080 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -26684852.000000 Penalty: 6090.247070
	Iteration 35Q: 3 clusters Score -2.668485e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186901 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -26685300.000000 Penalty: 6090.247070
	Iteration 36Q: 3 clusters Score -2.66853e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189732 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -26685486.000000 Penalty: 6090.247070
	Iteration 37Q: 3 clusters Score -2.668549e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192353 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -26685870.000000 Penalty: 6090.247070
	Iteration 38Q: 3 clusters Score -2.668587e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194779 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -26686302.000000 Penalty: 6090.247070
	Iteration 39Q: 3 clusters Score -2.66863e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197122 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -26686620.000000 Penalty: 6090.247070
	Iteration 40F: 3 clusters Score -2.668662e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199361 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -26686832.000000 Penalty: 6090.247070
	Iteration 41Q: 3 clusters Score -2.668683e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201425 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -26687010.000000 Penalty: 6090.247070
	Iteration 42Q: 3 clusters Score -2.668701e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203286 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -26687154.000000 Penalty: 6090.247070
	Iteration 43Q: 3 clusters Score -2.668715e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204952 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -26687372.000000 Penalty: 6090.247070
	Iteration 44Q: 3 clusters Score -2.668737e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206340 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -26687438.000000 Penalty: 6090.247070
	Iteration 45Q: 3 clusters Score -2.668744e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207487 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -26687504.000000 Penalty: 6090.247070
	Iteration 46Q: 3 clusters Score -2.66875e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208433 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -26687648.000000 Penalty: 6090.247070
	Iteration 47Q: 3 clusters Score -2.668765e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209240 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -26687576.000000 Penalty: 6090.247070
	Iteration 48Q: 3 clusters Score -2.668758e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209888 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -26687608.000000 Penalty: 6090.247070
	Iteration 49Q: 3 clusters Score -2.668761e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210411 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -26687680.000000 Penalty: 6090.247070
	Iteration 50Q: 3 clusters Score -2.668768e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210854 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -26687658.000000 Penalty: 6090.247070
	Iteration 51Q: 3 clusters Score -2.668766e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211232 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -26687660.000000 Penalty: 6090.247070
	Iteration 52Q: 3 clusters Score -2.668766e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211553 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -26687710.000000 Penalty: 6090.247070
	Iteration 53Q: 3 clusters Score -2.668771e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211802 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -26687664.000000 Penalty: 6090.247070
	Iteration 54Q: 3 clusters Score -2.668766e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212014 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -26687658.000000 Penalty: 6090.247070
	Iteration 55Q: 3 clusters Score -2.668766e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212163 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -26687592.000000 Penalty: 6090.247070
	Iteration 56Q: 3 clusters Score -2.668759e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212274 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -26687576.000000 Penalty: 6090.247070
	Iteration 57Q: 3 clusters Score -2.668758e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212357 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -26687588.000000 Penalty: 6090.247070
	Iteration 58Q: 3 clusters Score -2.668759e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212431 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -26687540.000000 Penalty: 6090.247070
	Iteration 59Q: 3 clusters Score -2.668754e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212508 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -26687514.000000 Penalty: 6090.247070
	Iteration 60F: 3 clusters Score -2.668751e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212567 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -26687494.000000 Penalty: 6090.247070
	Iteration 61Q: 3 clusters Score -2.668749e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212628 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -26687500.000000 Penalty: 6090.247070
	Iteration 62Q: 3 clusters Score -2.66875e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212677 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -26687492.000000 Penalty: 6090.247070
	Iteration 63Q: 3 clusters Score -2.668749e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212717 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -26687500.000000 Penalty: 6090.247070
	Iteration 64Q: 3 clusters Score -2.66875e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212747 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -26687476.000000 Penalty: 6090.247070
	Iteration 65Q: 3 clusters Score -2.668748e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212771 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -26687458.000000 Penalty: 6090.247070
	Iteration 66Q: 3 clusters Score -2.668746e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212794 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -26687468.000000 Penalty: 6090.247070
	Iteration 67Q: 3 clusters Score -2.668747e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212815 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -26687458.000000 Penalty: 6090.247070
	Iteration 68Q: 3 clusters Score -2.668746e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212834 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -26687424.000000 Penalty: 6090.247070
	Iteration 69Q: 3 clusters Score -2.668742e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212849 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -26687414.000000 Penalty: 6090.247070
	Iteration 70Q: 3 clusters Score -2.668741e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212860 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -26687408.000000 Penalty: 6090.247070
	Iteration 71Q: 3 clusters Score -2.668741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212869 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -26687408.000000 Penalty: 6090.247070
	Iteration 72Q: 3 clusters Score -2.668741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212879 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -26687434.000000 Penalty: 6090.247070
	Iteration 73Q: 3 clusters Score -2.668743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212884 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -26687438.000000 Penalty: 6090.247070
	Iteration 74Q: 3 clusters Score -2.668744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212887 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -26687440.000000 Penalty: 6090.247070
	Iteration 75Q: 3 clusters Score -2.668744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212890 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -26687420.000000 Penalty: 6090.247070
	Iteration 76Q: 3 clusters Score -2.668742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212893 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -26687450.000000 Penalty: 6090.247070
	Iteration 77Q: 3 clusters Score -2.668745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212895 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -26687436.000000 Penalty: 6090.247070
	Iteration 78Q: 3 clusters Score -2.668744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212898 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -26687444.000000 Penalty: 6090.247070
	Iteration 79Q: 3 clusters Score -2.668744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212901 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -26687446.000000 Penalty: 6090.247070
	Iteration 80F: 3 clusters Score -2.668745e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (196027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196027 members 
Entering Unmasked Estep 
Score: -24449768.000000 Penalty: 3022.129883
	Iteration 0F: 2 clusters Score -2.444977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97833 members 
Mstep: Class 2 contains 98194 members 
Entering Unmasked Estep 
Score: -24321980.000000 Penalty: 6044.259766
	Iteration 0F: 3 clusters Score -2.432198e+07 nChanged 94391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95846 members 
Mstep: Class 2 contains 100181 members 
Entering Unmasked Estep 
Score: -24377988.000000 Penalty: 6044.259766
	Iteration 1F: 3 clusters Score -2.437799e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94894 members 
Mstep: Class 2 contains 101133 members 
Entering Unmasked Estep 
Score: -24379710.000000 Penalty: 6044.259766
	Iteration 2Q: 3 clusters Score -2.437971e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93501 members 
Mstep: Class 2 contains 102526 members 
Entering Unmasked Estep 
Score: -24382076.000000 Penalty: 6044.259766
	Iteration 3Q: 3 clusters Score -2.438208e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91704 members 
Mstep: Class 2 contains 104323 members 
Entering Unmasked Estep 
Score: -24385870.000000 Penalty: 6044.259766
	Iteration 4Q: 3 clusters Score -2.438587e+07 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89660 members 
Mstep: Class 2 contains 106367 members 
Entering Unmasked Estep 
Score: -24390746.000000 Penalty: 6044.259766
	Iteration 5Q: 3 clusters Score -2.439075e+07 nChanged 10263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87629 members 
Mstep: Class 2 contains 108398 members 
Entering Unmasked Estep 
Score: -24397204.000000 Penalty: 6044.259766
	Iteration 6F: 3 clusters Score -2.43972e+07 nChanged 11754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86059 members 
Mstep: Class 2 contains 109968 members 
Entering Unmasked Estep 
Score: -24405684.000000 Penalty: 6044.259766
	Iteration 7F: 3 clusters Score -2.440568e+07 nChanged 12951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85730 members 
Mstep: Class 2 contains 110297 members 
Entering Unmasked Estep 
Score: -24415814.000000 Penalty: 6044.259766
	Iteration 8F: 3 clusters Score -2.441581e+07 nChanged 12965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 109204 members 
Entering Unmasked Estep 
Score: -24425488.000000 Penalty: 6044.259766
	Iteration 9F: 3 clusters Score -2.442549e+07 nChanged 10447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88386 members 
Mstep: Class 2 contains 107641 members 
Entering Unmasked Estep 
Score: -24431272.000000 Penalty: 6044.259766
	Iteration 10F: 3 clusters Score -2.443127e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89899 members 
Mstep: Class 2 contains 106128 members 
Entering Unmasked Estep 
Score: -24433482.000000 Penalty: 6044.259766
	Iteration 11Q: 3 clusters Score -2.443348e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91298 members 
Mstep: Class 2 contains 104729 members 
Entering Unmasked Estep 
Score: -24434676.000000 Penalty: 6044.259766
	Iteration 12Q: 3 clusters Score -2.443468e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92721 members 
Mstep: Class 2 contains 103306 members 
Entering Unmasked Estep 
Score: -24435438.000000 Penalty: 6044.259766
	Iteration 13Q: 3 clusters Score -2.443544e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94118 members 
Mstep: Class 2 contains 101909 members 
Entering Unmasked Estep 
Score: -24436248.000000 Penalty: 6044.259766
	Iteration 14Q: 3 clusters Score -2.443625e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95548 members 
Mstep: Class 2 contains 100479 members 
Entering Unmasked Estep 
Score: -24436794.000000 Penalty: 6044.259766
	Iteration 15Q: 3 clusters Score -2.443679e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96901 members 
Mstep: Class 2 contains 99126 members 
Entering Unmasked Estep 
Score: -24437350.000000 Penalty: 6044.259766
	Iteration 16Q: 3 clusters Score -2.443735e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98191 members 
Mstep: Class 2 contains 97836 members 
Entering Unmasked Estep 
Score: -24437656.000000 Penalty: 6044.259766
	Iteration 17Q: 3 clusters Score -2.443766e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99383 members 
Mstep: Class 2 contains 96644 members 
Entering Unmasked Estep 
Score: -24437996.000000 Penalty: 6044.259766
	Iteration 18Q: 3 clusters Score -2.4438e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100557 members 
Mstep: Class 2 contains 95470 members 
Entering Unmasked Estep 
Score: -24438100.000000 Penalty: 6044.259766
	Iteration 19Q: 3 clusters Score -2.44381e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101614 members 
Mstep: Class 2 contains 94413 members 
Entering Unmasked Estep 
Score: -24438360.000000 Penalty: 6044.259766
	Iteration 20F: 3 clusters Score -2.443836e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102710 members 
Mstep: Class 2 contains 93317 members 
Entering Unmasked Estep 
Score: -24438462.000000 Penalty: 6044.259766
	Iteration 21Q: 3 clusters Score -2.443846e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103815 members 
Mstep: Class 2 contains 92212 members 
Entering Unmasked Estep 
Score: -24438444.000000 Penalty: 6044.259766
	Iteration 22Q: 3 clusters Score -2.443844e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104894 members 
Mstep: Class 2 contains 91133 members 
Entering Unmasked Estep 
Score: -24438454.000000 Penalty: 6044.259766
	Iteration 23Q: 3 clusters Score -2.443845e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105966 members 
Mstep: Class 2 contains 90061 members 
Entering Unmasked Estep 
Score: -24438506.000000 Penalty: 6044.259766
	Iteration 24Q: 3 clusters Score -2.443851e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107091 members 
Mstep: Class 2 contains 88936 members 
Entering Unmasked Estep 
Score: -24438584.000000 Penalty: 6044.259766
	Iteration 25Q: 3 clusters Score -2.443858e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108219 members 
Mstep: Class 2 contains 87808 members 
Entering Unmasked Estep 
Score: -24438586.000000 Penalty: 6044.259766
	Iteration 26Q: 3 clusters Score -2.443859e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109412 members 
Mstep: Class 2 contains 86615 members 
Entering Unmasked Estep 
Score: -24438616.000000 Penalty: 6044.259766
	Iteration 27Q: 3 clusters Score -2.443862e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110606 members 
Mstep: Class 2 contains 85421 members 
Entering Unmasked Estep 
Score: -24438856.000000 Penalty: 6044.259766
	Iteration 28Q: 3 clusters Score -2.443886e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111758 members 
Mstep: Class 2 contains 84269 members 
Entering Unmasked Estep 
Score: -24438968.000000 Penalty: 6044.259766
	Iteration 29Q: 3 clusters Score -2.443897e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112924 members 
Mstep: Class 2 contains 83103 members 
Entering Unmasked Estep 
Score: -24438988.000000 Penalty: 6044.259766
	Iteration 30Q: 3 clusters Score -2.443899e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114074 members 
Mstep: Class 2 contains 81953 members 
Entering Unmasked Estep 
Score: -24439114.000000 Penalty: 6044.259766
	Iteration 31Q: 3 clusters Score -2.443911e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115263 members 
Mstep: Class 2 contains 80764 members 
Entering Unmasked Estep 
Score: -24439338.000000 Penalty: 6044.259766
	Iteration 32Q: 3 clusters Score -2.443934e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116497 members 
Mstep: Class 2 contains 79530 members 
Entering Unmasked Estep 
Score: -24439438.000000 Penalty: 6044.259766
	Iteration 33Q: 3 clusters Score -2.443944e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117767 members 
Mstep: Class 2 contains 78260 members 
Entering Unmasked Estep 
Score: -24439572.000000 Penalty: 6044.259766
	Iteration 34Q: 3 clusters Score -2.443957e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119097 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -24439626.000000 Penalty: 6044.259766
	Iteration 35Q: 3 clusters Score -2.443963e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120358 members 
Mstep: Class 2 contains 75669 members 
Entering Unmasked Estep 
Score: -24439762.000000 Penalty: 6044.259766
	Iteration 36Q: 3 clusters Score -2.443976e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121619 members 
Mstep: Class 2 contains 74408 members 
Entering Unmasked Estep 
Score: -24439878.000000 Penalty: 6044.259766
	Iteration 37Q: 3 clusters Score -2.443988e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122860 members 
Mstep: Class 2 contains 73167 members 
Entering Unmasked Estep 
Score: -24440050.000000 Penalty: 6044.259766
	Iteration 38Q: 3 clusters Score -2.444005e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124220 members 
Mstep: Class 2 contains 71807 members 
Entering Unmasked Estep 
Score: -24440160.000000 Penalty: 6044.259766
	Iteration 39Q: 3 clusters Score -2.444016e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125508 members 
Mstep: Class 2 contains 70519 members 
Entering Unmasked Estep 
Score: -24440154.000000 Penalty: 6044.259766
	Iteration 40F: 3 clusters Score -2.444015e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126788 members 
Mstep: Class 2 contains 69239 members 
Entering Unmasked Estep 
Score: -24440216.000000 Penalty: 6044.259766
	Iteration 41Q: 3 clusters Score -2.444022e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128124 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -24440230.000000 Penalty: 6044.259766
	Iteration 42Q: 3 clusters Score -2.444023e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129560 members 
Mstep: Class 2 contains 66467 members 
Entering Unmasked Estep 
Score: -24440404.000000 Penalty: 6044.259766
	Iteration 43Q: 3 clusters Score -2.44404e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131075 members 
Mstep: Class 2 contains 64952 members 
Entering Unmasked Estep 
Score: -24440678.000000 Penalty: 6044.259766
	Iteration 44Q: 3 clusters Score -2.444068e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132583 members 
Mstep: Class 2 contains 63444 members 
Entering Unmasked Estep 
Score: -24440792.000000 Penalty: 6044.259766
	Iteration 45Q: 3 clusters Score -2.444079e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134057 members 
Mstep: Class 2 contains 61970 members 
Entering Unmasked Estep 
Score: -24440942.000000 Penalty: 6044.259766
	Iteration 46Q: 3 clusters Score -2.444094e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135641 members 
Mstep: Class 2 contains 60386 members 
Entering Unmasked Estep 
Score: -24441142.000000 Penalty: 6044.259766
	Iteration 47Q: 3 clusters Score -2.444114e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137189 members 
Mstep: Class 2 contains 58838 members 
Entering Unmasked Estep 
Score: -24441340.000000 Penalty: 6044.259766
	Iteration 48Q: 3 clusters Score -2.444134e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138721 members 
Mstep: Class 2 contains 57306 members 
Entering Unmasked Estep 
Score: -24441610.000000 Penalty: 6044.259766
	Iteration 49Q: 3 clusters Score -2.444161e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140221 members 
Mstep: Class 2 contains 55806 members 
Entering Unmasked Estep 
Score: -24441794.000000 Penalty: 6044.259766
	Iteration 50Q: 3 clusters Score -2.444179e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141771 members 
Mstep: Class 2 contains 54256 members 
Entering Unmasked Estep 
Score: -24442002.000000 Penalty: 6044.259766
	Iteration 51Q: 3 clusters Score -2.4442e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143321 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -24442128.000000 Penalty: 6044.259766
	Iteration 52Q: 3 clusters Score -2.444213e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144866 members 
Mstep: Class 2 contains 51161 members 
Entering Unmasked Estep 
Score: -24442400.000000 Penalty: 6044.259766
	Iteration 53Q: 3 clusters Score -2.44424e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146519 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -24442666.000000 Penalty: 6044.259766
	Iteration 54Q: 3 clusters Score -2.444267e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148097 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -24442820.000000 Penalty: 6044.259766
	Iteration 55Q: 3 clusters Score -2.444282e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149630 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -24443038.000000 Penalty: 6044.259766
	Iteration 56Q: 3 clusters Score -2.444304e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151207 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -24443294.000000 Penalty: 6044.259766
	Iteration 57Q: 3 clusters Score -2.444329e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152835 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -24443606.000000 Penalty: 6044.259766
	Iteration 58Q: 3 clusters Score -2.444361e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154470 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -24443904.000000 Penalty: 6044.259766
	Iteration 59Q: 3 clusters Score -2.44439e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156092 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -24444126.000000 Penalty: 6044.259766
	Iteration 60F: 3 clusters Score -2.444413e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157780 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -24444396.000000 Penalty: 6044.259766
	Iteration 61Q: 3 clusters Score -2.44444e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159492 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -24444660.000000 Penalty: 6044.259766
	Iteration 62Q: 3 clusters Score -2.444466e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161155 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -24444962.000000 Penalty: 6044.259766
	Iteration 63Q: 3 clusters Score -2.444496e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162834 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -24445080.000000 Penalty: 6044.259766
	Iteration 64Q: 3 clusters Score -2.444508e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164545 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -24445544.000000 Penalty: 6044.259766
	Iteration 65Q: 3 clusters Score -2.444554e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166245 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -24445890.000000 Penalty: 6044.259766
	Iteration 66Q: 3 clusters Score -2.444589e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167952 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -24446124.000000 Penalty: 6044.259766
	Iteration 67Q: 3 clusters Score -2.444612e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169583 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -24446360.000000 Penalty: 6044.259766
	Iteration 68Q: 3 clusters Score -2.444636e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171195 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -24446590.000000 Penalty: 6044.259766
	Iteration 69Q: 3 clusters Score -2.444659e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172803 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -24446776.000000 Penalty: 6044.259766
	Iteration 70Q: 3 clusters Score -2.444678e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174377 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -24447012.000000 Penalty: 6044.259766
	Iteration 71Q: 3 clusters Score -2.444701e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175890 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -24447112.000000 Penalty: 6044.259766
	Iteration 72Q: 3 clusters Score -2.444711e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177390 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -24447330.000000 Penalty: 6044.259766
	Iteration 73Q: 3 clusters Score -2.444733e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178834 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -24447444.000000 Penalty: 6044.259766
	Iteration 74Q: 3 clusters Score -2.444744e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180211 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -24447580.000000 Penalty: 6044.259766
	Iteration 75Q: 3 clusters Score -2.444758e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181495 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -24447702.000000 Penalty: 6044.259766
	Iteration 76Q: 3 clusters Score -2.44477e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182703 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -24447850.000000 Penalty: 6044.259766
	Iteration 77Q: 3 clusters Score -2.444785e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183833 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -24447984.000000 Penalty: 6044.259766
	Iteration 78Q: 3 clusters Score -2.444798e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184819 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -24448156.000000 Penalty: 6044.259766
	Iteration 79Q: 3 clusters Score -2.444816e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185746 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -24448140.000000 Penalty: 6044.259766
	Iteration 80F: 3 clusters Score -2.444814e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186608 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -24448218.000000 Penalty: 6044.259766
	Iteration 81Q: 3 clusters Score -2.444822e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187398 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -24448316.000000 Penalty: 6044.259766
	Iteration 82Q: 3 clusters Score -2.444832e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188113 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -24448254.000000 Penalty: 6044.259766
	Iteration 83Q: 3 clusters Score -2.444825e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188754 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -24448212.000000 Penalty: 6044.259766
	Iteration 84Q: 3 clusters Score -2.444821e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189336 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -24448162.000000 Penalty: 6044.259766
	Iteration 85Q: 3 clusters Score -2.444816e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189835 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -24448166.000000 Penalty: 6044.259766
	Iteration 86Q: 3 clusters Score -2.444817e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190274 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -24448140.000000 Penalty: 6044.259766
	Iteration 87Q: 3 clusters Score -2.444814e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190648 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -24448122.000000 Penalty: 6044.259766
	Iteration 88Q: 3 clusters Score -2.444812e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190982 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -24448176.000000 Penalty: 6044.259766
	Iteration 89Q: 3 clusters Score -2.444818e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191270 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -24448182.000000 Penalty: 6044.259766
	Iteration 90Q: 3 clusters Score -2.444818e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191533 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -24448208.000000 Penalty: 6044.259766
	Iteration 91Q: 3 clusters Score -2.444821e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191784 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -24448180.000000 Penalty: 6044.259766
	Iteration 92Q: 3 clusters Score -2.444818e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192001 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -24448154.000000 Penalty: 6044.259766
	Iteration 93Q: 3 clusters Score -2.444815e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192213 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -24448176.000000 Penalty: 6044.259766
	Iteration 94Q: 3 clusters Score -2.444818e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192410 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -24448194.000000 Penalty: 6044.259766
	Iteration 95Q: 3 clusters Score -2.444819e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192589 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -24448172.000000 Penalty: 6044.259766
	Iteration 96Q: 3 clusters Score -2.444817e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192720 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -24448222.000000 Penalty: 6044.259766
	Iteration 97Q: 3 clusters Score -2.444822e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192833 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -24448208.000000 Penalty: 6044.259766
	Iteration 98Q: 3 clusters Score -2.444821e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192947 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -24448184.000000 Penalty: 6044.259766
	Iteration 99Q: 3 clusters Score -2.444818e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193044 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -24448174.000000 Penalty: 6044.259766
	Iteration 100F: 3 clusters Score -2.444817e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193124 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -24448190.000000 Penalty: 6044.259766
	Iteration 101Q: 3 clusters Score -2.444819e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193183 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -24448224.000000 Penalty: 6044.259766
	Iteration 102Q: 3 clusters Score -2.444822e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193232 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -24448184.000000 Penalty: 6044.259766
	Iteration 103Q: 3 clusters Score -2.444818e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193266 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -24448206.000000 Penalty: 6044.259766
	Iteration 104Q: 3 clusters Score -2.444821e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193300 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -24448246.000000 Penalty: 6044.259766
	Iteration 105Q: 3 clusters Score -2.444825e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193326 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -24448236.000000 Penalty: 6044.259766
	Iteration 106Q: 3 clusters Score -2.444824e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193353 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -24448206.000000 Penalty: 6044.259766
	Iteration 107Q: 3 clusters Score -2.444821e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193379 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -24448202.000000 Penalty: 6044.259766
	Iteration 108Q: 3 clusters Score -2.44482e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193405 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -24448218.000000 Penalty: 6044.259766
	Iteration 109Q: 3 clusters Score -2.444822e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193434 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -24448236.000000 Penalty: 6044.259766
	Iteration 110Q: 3 clusters Score -2.444824e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193462 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -24448206.000000 Penalty: 6044.259766
	Iteration 111Q: 3 clusters Score -2.444821e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193489 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -24448174.000000 Penalty: 6044.259766
	Iteration 112Q: 3 clusters Score -2.444817e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193513 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -24448184.000000 Penalty: 6044.259766
	Iteration 113Q: 3 clusters Score -2.444818e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193539 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -24448218.000000 Penalty: 6044.259766
	Iteration 114Q: 3 clusters Score -2.444822e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193564 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -24448186.000000 Penalty: 6044.259766
	Iteration 115Q: 3 clusters Score -2.444819e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193582 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -24448206.000000 Penalty: 6044.259766
	Iteration 116Q: 3 clusters Score -2.444821e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193602 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -24448188.000000 Penalty: 6044.259766
	Iteration 117Q: 3 clusters Score -2.444819e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193620 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -24448176.000000 Penalty: 6044.259766
	Iteration 118Q: 3 clusters Score -2.444818e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193635 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -24448182.000000 Penalty: 6044.259766
	Iteration 119Q: 3 clusters Score -2.444818e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193651 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -24448162.000000 Penalty: 6044.259766
	Iteration 120F: 3 clusters Score -2.444816e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193667 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -24448188.000000 Penalty: 6044.259766
	Iteration 121Q: 3 clusters Score -2.444819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193680 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -24448162.000000 Penalty: 6044.259766
	Iteration 122Q: 3 clusters Score -2.444816e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193702 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -24448158.000000 Penalty: 6044.259766
	Iteration 123Q: 3 clusters Score -2.444816e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193719 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -24448176.000000 Penalty: 6044.259766
	Iteration 124Q: 3 clusters Score -2.444818e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193733 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -24448166.000000 Penalty: 6044.259766
	Iteration 125Q: 3 clusters Score -2.444817e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193745 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -24448158.000000 Penalty: 6044.259766
	Iteration 126Q: 3 clusters Score -2.444816e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193758 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -24448156.000000 Penalty: 6044.259766
	Iteration 127Q: 3 clusters Score -2.444816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193766 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -24448146.000000 Penalty: 6044.259766
	Iteration 128Q: 3 clusters Score -2.444815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193773 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -24448144.000000 Penalty: 6044.259766
	Iteration 129Q: 3 clusters Score -2.444814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193779 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -24448130.000000 Penalty: 6044.259766
	Iteration 130Q: 3 clusters Score -2.444813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193787 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -24448126.000000 Penalty: 6044.259766
	Iteration 131Q: 3 clusters Score -2.444813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193789 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -24448132.000000 Penalty: 6044.259766
	Iteration 132Q: 3 clusters Score -2.444813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193791 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -24448126.000000 Penalty: 6044.259766
	Iteration 133Q: 3 clusters Score -2.444813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193792 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -24448128.000000 Penalty: 6044.259766
	Iteration 134Q: 3 clusters Score -2.444813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193793 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -24448140.000000 Penalty: 6044.259766
	Iteration 135Q: 3 clusters Score -2.444814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193795 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -24448128.000000 Penalty: 6044.259766
	Iteration 136Q: 3 clusters Score -2.444813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193798 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -24448136.000000 Penalty: 6044.259766
	Iteration 137Q: 3 clusters Score -2.444814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193799 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -24448142.000000 Penalty: 6044.259766
	Iteration 138Q: 3 clusters Score -2.444814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193800 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -24448146.000000 Penalty: 6044.259766
	Iteration 139Q: 3 clusters Score -2.444815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193804 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -24448128.000000 Penalty: 6044.259766
	Iteration 140F: 3 clusters Score -2.444813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193807 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -24448152.000000 Penalty: 6044.259766
	Iteration 141Q: 3 clusters Score -2.444815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193811 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -24448140.000000 Penalty: 6044.259766
	Iteration 142Q: 3 clusters Score -2.444814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193815 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -24448142.000000 Penalty: 6044.259766
	Iteration 143Q: 3 clusters Score -2.444814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193820 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -24448136.000000 Penalty: 6044.259766
	Iteration 144Q: 3 clusters Score -2.444814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193822 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -24448122.000000 Penalty: 6044.259766
	Iteration 145Q: 3 clusters Score -2.444812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193825 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -24448124.000000 Penalty: 6044.259766
	Iteration 146Q: 3 clusters Score -2.444812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193828 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -24448116.000000 Penalty: 6044.259766
	Iteration 147Q: 3 clusters Score -2.444812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193831 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -24448130.000000 Penalty: 6044.259766
	Iteration 148Q: 3 clusters Score -2.444813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193831 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -24448130.000000 Penalty: 6044.259766
	Iteration 149Q: 3 clusters Score -2.444813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193833 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -24448144.000000 Penalty: 6044.259766
	Iteration 150Q: 3 clusters Score -2.444814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193833 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -24448144.000000 Penalty: 6044.259766
	Iteration 151Q: 3 clusters Score -2.444814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193834 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -24448140.000000 Penalty: 6044.259766
	Iteration 152Q: 3 clusters Score -2.444814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193836 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -24448148.000000 Penalty: 6044.259766
	Iteration 153Q: 3 clusters Score -2.444815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193837 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -24448122.000000 Penalty: 6044.259766
	Iteration 154Q: 3 clusters Score -2.444812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193837 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -24448122.000000 Penalty: 6044.259766
	Iteration 155F: 3 clusters Score -2.444812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Entering Unmasked Estep 
Score: -1968125.750000 Penalty: 2407.845215
	Iteration 0F: 2 clusters Score -1968126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1956283.000000 Penalty: 4815.690430
	Iteration 0F: 3 clusters Score -1956283 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1960070.750000 Penalty: 4815.690430
	Iteration 1F: 3 clusters Score -1960071 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1960465.375000 Penalty: 4815.690430
	Iteration 2F: 3 clusters Score -1960465 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1960749.375000 Penalty: 4815.690430
	Iteration 3Q: 3 clusters Score -1960749 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1960992.125000 Penalty: 4815.690430
	Iteration 4Q: 3 clusters Score -1960992 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1961223.875000 Penalty: 4815.690430
	Iteration 5Q: 3 clusters Score -1961224 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1961466.500000 Penalty: 4815.690430
	Iteration 6Q: 3 clusters Score -1961466 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1961792.500000 Penalty: 4815.690430
	Iteration 7Q: 3 clusters Score -1961792 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1962201.375000 Penalty: 4815.690430
	Iteration 8Q: 3 clusters Score -1962201 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1962735.000000 Penalty: 4815.690430
	Iteration 9Q: 3 clusters Score -1962735 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1963395.625000 Penalty: 4815.690430
	Iteration 10F: 3 clusters Score -1963396 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1964098.000000 Penalty: 4815.690430
	Iteration 11F: 3 clusters Score -1964098 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1964778.625000 Penalty: 4815.690430
	Iteration 12Q: 3 clusters Score -1964779 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1965351.750000 Penalty: 4815.690430
	Iteration 13Q: 3 clusters Score -1965352 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1965888.375000 Penalty: 4815.690430
	Iteration 14Q: 3 clusters Score -1965888 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1966225.750000 Penalty: 4815.690430
	Iteration 15Q: 3 clusters Score -1966226 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1966400.000000 Penalty: 4815.690430
	Iteration 16Q: 3 clusters Score -1966400 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1966497.375000 Penalty: 4815.690430
	Iteration 17Q: 3 clusters Score -1966497 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1966553.750000 Penalty: 4815.690430
	Iteration 18Q: 3 clusters Score -1966554 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1966598.875000 Penalty: 4815.690430
	Iteration 19Q: 3 clusters Score -1966599 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1966636.875000 Penalty: 4815.690430
	Iteration 20F: 3 clusters Score -1966637 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1966667.875000 Penalty: 4815.690430
	Iteration 21Q: 3 clusters Score -1966668 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1966690.625000 Penalty: 4815.690430
	Iteration 22Q: 3 clusters Score -1966691 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1966711.375000 Penalty: 4815.690430
	Iteration 23Q: 3 clusters Score -1966711 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1966726.250000 Penalty: 4815.690430
	Iteration 24Q: 3 clusters Score -1966726 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1966740.000000 Penalty: 4815.690430
	Iteration 25Q: 3 clusters Score -1966740 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1966759.875000 Penalty: 4815.690430
	Iteration 26Q: 3 clusters Score -1966760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1966770.500000 Penalty: 4815.690430
	Iteration 27Q: 3 clusters Score -1966770 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1966775.750000 Penalty: 4815.690430
	Iteration 28Q: 3 clusters Score -1966776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1966778.125000 Penalty: 4815.690430
	Iteration 29Q: 3 clusters Score -1966778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1966779.875000 Penalty: 4815.690430
	Iteration 30Q: 3 clusters Score -1966780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1966785.750000 Penalty: 4815.690430
	Iteration 31Q: 3 clusters Score -1966786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1966788.875000 Penalty: 4815.690430
	Iteration 32Q: 3 clusters Score -1966789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1966789.125000 Penalty: 4815.690430
	Iteration 33Q: 3 clusters Score -1966789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1966794.375000 Penalty: 4815.690430
	Iteration 34Q: 3 clusters Score -1966794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1966794.750000 Penalty: 4815.690430
	Iteration 35Q: 3 clusters Score -1966795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1966797.125000 Penalty: 4815.690430
	Iteration 36Q: 3 clusters Score -1966797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1966797.625000 Penalty: 4815.690430
	Iteration 37Q: 3 clusters Score -1966798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1966801.750000 Penalty: 4815.690430
	Iteration 38Q: 3 clusters Score -1966802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1966803.750000 Penalty: 4815.690430
	Iteration 39Q: 3 clusters Score -1966804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1966805.375000 Penalty: 4815.690430
	Iteration 40F: 3 clusters Score -1966805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1966806.750000 Penalty: 4815.690430
	Iteration 41Q: 3 clusters Score -1966807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1966811.125000 Penalty: 4815.690430
	Iteration 42Q: 3 clusters Score -1966811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1966812.000000 Penalty: 4815.690430
	Iteration 43Q: 3 clusters Score -1966812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1966811.875000 Penalty: 4815.690430
	Iteration 44Q: 3 clusters Score -1966812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1966813.500000 Penalty: 4815.690430
	Iteration 45Q: 3 clusters Score -1966814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1966817.625000 Penalty: 4815.690430
	Iteration 46Q: 3 clusters Score -1966818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1966817.250000 Penalty: 4815.690430
	Iteration 47Q: 3 clusters Score -1966817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1966818.125000 Penalty: 4815.690430
	Iteration 48Q: 3 clusters Score -1966818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1966823.500000 Penalty: 4815.690430
	Iteration 49Q: 3 clusters Score -1966824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1966828.500000 Penalty: 4815.690430
	Iteration 50Q: 3 clusters Score -1966828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1966828.375000 Penalty: 4815.690430
	Iteration 51Q: 3 clusters Score -1966828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1966831.500000 Penalty: 4815.690430
	Iteration 52Q: 3 clusters Score -1966832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1966827.875000 Penalty: 4815.690430
	Iteration 53Q: 3 clusters Score -1966828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1966830.750000 Penalty: 4815.690430
	Iteration 54Q: 3 clusters Score -1966831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1966832.750000 Penalty: 4815.690430
	Iteration 55Q: 3 clusters Score -1966833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1966833.500000 Penalty: 4815.690430
	Iteration 56Q: 3 clusters Score -1966834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1966833.000000 Penalty: 4815.690430
	Iteration 57Q: 3 clusters Score -1966833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1966831.750000 Penalty: 4815.690430
	Iteration 58Q: 3 clusters Score -1966832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1966831.250000 Penalty: 4815.690430
	Iteration 59Q: 3 clusters Score -1966831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1966831.375000 Penalty: 4815.690430
	Iteration 60F: 3 clusters Score -1966831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1966832.000000 Penalty: 4815.690430
	Iteration 61Q: 3 clusters Score -1966832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1966831.500000 Penalty: 4815.690430
	Iteration 62Q: 3 clusters Score -1966832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1966831.750000 Penalty: 4815.690430
	Iteration 63Q: 3 clusters Score -1966832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1966833.625000 Penalty: 4815.690430
	Iteration 64Q: 3 clusters Score -1966834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1966838.500000 Penalty: 4815.690430
	Iteration 65Q: 3 clusters Score -1966838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1966839.250000 Penalty: 4815.690430
	Iteration 66Q: 3 clusters Score -1966839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1966841.000000 Penalty: 4815.690430
	Iteration 67Q: 3 clusters Score -1966841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1966840.250000 Penalty: 4815.690430
	Iteration 68Q: 3 clusters Score -1966840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1966840.250000 Penalty: 4815.690430
	Iteration 69F: 3 clusters Score -1966840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Entering Unmasked Estep 
Score: -1396919.875000 Penalty: 2312.911133
	Iteration 0F: 2 clusters Score -1396920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1388502.000000 Penalty: 4625.822266
	Iteration 0F: 3 clusters Score -1388502 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1391021.625000 Penalty: 4625.822266
	Iteration 1F: 3 clusters Score -1391022 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1391288.125000 Penalty: 4625.822266
	Iteration 2F: 3 clusters Score -1391288 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1391501.000000 Penalty: 4625.822266
	Iteration 3Q: 3 clusters Score -1391501 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1391671.875000 Penalty: 4625.822266
	Iteration 4Q: 3 clusters Score -1391672 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1391826.500000 Penalty: 4625.822266
	Iteration 5Q: 3 clusters Score -1391826 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1392010.000000 Penalty: 4625.822266
	Iteration 6Q: 3 clusters Score -1392010 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1392196.625000 Penalty: 4625.822266
	Iteration 7Q: 3 clusters Score -1392197 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1392405.875000 Penalty: 4625.822266
	Iteration 8Q: 3 clusters Score -1392406 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1392658.000000 Penalty: 4625.822266
	Iteration 9Q: 3 clusters Score -1392658 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1392963.375000 Penalty: 4625.822266
	Iteration 10Q: 3 clusters Score -1392963 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1393292.750000 Penalty: 4625.822266
	Iteration 11Q: 3 clusters Score -1393293 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1393595.125000 Penalty: 4625.822266
	Iteration 12Q: 3 clusters Score -1393595 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1393881.750000 Penalty: 4625.822266
	Iteration 13Q: 3 clusters Score -1393882 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1394151.000000 Penalty: 4625.822266
	Iteration 14Q: 3 clusters Score -1394151 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1394368.750000 Penalty: 4625.822266
	Iteration 15Q: 3 clusters Score -1394369 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1394543.000000 Penalty: 4625.822266
	Iteration 16Q: 3 clusters Score -1394543 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1394660.000000 Penalty: 4625.822266
	Iteration 17Q: 3 clusters Score -1394660 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1394728.125000 Penalty: 4625.822266
	Iteration 18Q: 3 clusters Score -1394728 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1394764.000000 Penalty: 4625.822266
	Iteration 19Q: 3 clusters Score -1394764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1394801.000000 Penalty: 4625.822266
	Iteration 20F: 3 clusters Score -1394801 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1394833.125000 Penalty: 4625.822266
	Iteration 21Q: 3 clusters Score -1394833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1394864.250000 Penalty: 4625.822266
	Iteration 22Q: 3 clusters Score -1394864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1394884.125000 Penalty: 4625.822266
	Iteration 23Q: 3 clusters Score -1394884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1394896.750000 Penalty: 4625.822266
	Iteration 24Q: 3 clusters Score -1394897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1394912.750000 Penalty: 4625.822266
	Iteration 25Q: 3 clusters Score -1394913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1394922.625000 Penalty: 4625.822266
	Iteration 26Q: 3 clusters Score -1394923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1394931.500000 Penalty: 4625.822266
	Iteration 27Q: 3 clusters Score -1394932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1394940.750000 Penalty: 4625.822266
	Iteration 28Q: 3 clusters Score -1394941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1394950.500000 Penalty: 4625.822266
	Iteration 29Q: 3 clusters Score -1394950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1394961.000000 Penalty: 4625.822266
	Iteration 30Q: 3 clusters Score -1394961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1394972.000000 Penalty: 4625.822266
	Iteration 31Q: 3 clusters Score -1394972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1394974.500000 Penalty: 4625.822266
	Iteration 32Q: 3 clusters Score -1394974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1394975.625000 Penalty: 4625.822266
	Iteration 33Q: 3 clusters Score -1394976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1394973.125000 Penalty: 4625.822266
	Iteration 34Q: 3 clusters Score -1394973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1394978.125000 Penalty: 4625.822266
	Iteration 35Q: 3 clusters Score -1394978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1394978.875000 Penalty: 4625.822266
	Iteration 36Q: 3 clusters Score -1394979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1394978.875000 Penalty: 4625.822266
	Iteration 37F: 3 clusters Score -1394979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (221919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221919 members 
Entering Unmasked Estep 
Score: -27584312.000000 Penalty: 3052.896973
	Iteration 0F: 2 clusters Score -2.758431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111198 members 
Mstep: Class 2 contains 110721 members 
Entering Unmasked Estep 
Score: -27438802.000000 Penalty: 6105.793945
	Iteration 0F: 3 clusters Score -2.74388e+07 nChanged 106840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114322 members 
Mstep: Class 2 contains 107597 members 
Entering Unmasked Estep 
Score: -27501748.000000 Penalty: 6105.793945
	Iteration 1F: 3 clusters Score -2.750175e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116331 members 
Mstep: Class 2 contains 105588 members 
Entering Unmasked Estep 
Score: -27502932.000000 Penalty: 6105.793945
	Iteration 2Q: 3 clusters Score -2.750293e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119374 members 
Mstep: Class 2 contains 102545 members 
Entering Unmasked Estep 
Score: -27504764.000000 Penalty: 6105.793945
	Iteration 3Q: 3 clusters Score -2.750476e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123921 members 
Mstep: Class 2 contains 97998 members 
Entering Unmasked Estep 
Score: -27507788.000000 Penalty: 6105.793945
	Iteration 4Q: 3 clusters Score -2.750779e+07 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130542 members 
Mstep: Class 2 contains 91377 members 
Entering Unmasked Estep 
Score: -27513106.000000 Penalty: 6105.793945
	Iteration 5Q: 3 clusters Score -2.751311e+07 nChanged 11258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139182 members 
Mstep: Class 2 contains 82737 members 
Entering Unmasked Estep 
Score: -27520890.000000 Penalty: 6105.793945
	Iteration 6F: 3 clusters Score -2.752089e+07 nChanged 12869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149165 members 
Mstep: Class 2 contains 72754 members 
Entering Unmasked Estep 
Score: -27530860.000000 Penalty: 6105.793945
	Iteration 7F: 3 clusters Score -2.753086e+07 nChanged 13513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159328 members 
Mstep: Class 2 contains 62591 members 
Entering Unmasked Estep 
Score: -27542250.000000 Penalty: 6105.793945
	Iteration 8F: 3 clusters Score -2.754225e+07 nChanged 12719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168201 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -27552090.000000 Penalty: 6105.793945
	Iteration 9F: 3 clusters Score -2.755209e+07 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174615 members 
Mstep: Class 2 contains 47304 members 
Entering Unmasked Estep 
Score: -27558738.000000 Penalty: 6105.793945
	Iteration 10Q: 3 clusters Score -2.755874e+07 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179010 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -27563112.000000 Penalty: 6105.793945
	Iteration 11Q: 3 clusters Score -2.756311e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182448 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -27565662.000000 Penalty: 6105.793945
	Iteration 12Q: 3 clusters Score -2.756566e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185348 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -27567242.000000 Penalty: 6105.793945
	Iteration 13Q: 3 clusters Score -2.756724e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187998 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -27568280.000000 Penalty: 6105.793945
	Iteration 14Q: 3 clusters Score -2.756828e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190504 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -27569120.000000 Penalty: 6105.793945
	Iteration 15Q: 3 clusters Score -2.756912e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192957 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -27569980.000000 Penalty: 6105.793945
	Iteration 16Q: 3 clusters Score -2.756998e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195315 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -27570604.000000 Penalty: 6105.793945
	Iteration 17Q: 3 clusters Score -2.75706e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197662 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -27571374.000000 Penalty: 6105.793945
	Iteration 18Q: 3 clusters Score -2.757137e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199974 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -27572152.000000 Penalty: 6105.793945
	Iteration 19Q: 3 clusters Score -2.757215e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202176 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -27572878.000000 Penalty: 6105.793945
	Iteration 20F: 3 clusters Score -2.757288e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204248 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -27573658.000000 Penalty: 6105.793945
	Iteration 21Q: 3 clusters Score -2.757366e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206178 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -27574466.000000 Penalty: 6105.793945
	Iteration 22Q: 3 clusters Score -2.757447e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208028 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -27575368.000000 Penalty: 6105.793945
	Iteration 23Q: 3 clusters Score -2.757537e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209703 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -27576158.000000 Penalty: 6105.793945
	Iteration 24Q: 3 clusters Score -2.757616e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211263 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -27577020.000000 Penalty: 6105.793945
	Iteration 25Q: 3 clusters Score -2.757702e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212622 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -27577680.000000 Penalty: 6105.793945
	Iteration 26Q: 3 clusters Score -2.757768e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213783 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -27578164.000000 Penalty: 6105.793945
	Iteration 27Q: 3 clusters Score -2.757816e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214721 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -27578678.000000 Penalty: 6105.793945
	Iteration 28Q: 3 clusters Score -2.757868e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215544 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -27579082.000000 Penalty: 6105.793945
	Iteration 29Q: 3 clusters Score -2.757908e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216236 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -27579504.000000 Penalty: 6105.793945
	Iteration 30Q: 3 clusters Score -2.75795e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216784 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -27579872.000000 Penalty: 6105.793945
	Iteration 31Q: 3 clusters Score -2.757987e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217257 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -27580214.000000 Penalty: 6105.793945
	Iteration 32Q: 3 clusters Score -2.758021e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217616 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -27580414.000000 Penalty: 6105.793945
	Iteration 33Q: 3 clusters Score -2.758041e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217914 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -27580620.000000 Penalty: 6105.793945
	Iteration 34Q: 3 clusters Score -2.758062e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218172 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -27580790.000000 Penalty: 6105.793945
	Iteration 35Q: 3 clusters Score -2.758079e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218368 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -27580844.000000 Penalty: 6105.793945
	Iteration 36Q: 3 clusters Score -2.758084e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218530 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -27580952.000000 Penalty: 6105.793945
	Iteration 37Q: 3 clusters Score -2.758095e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218668 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -27581046.000000 Penalty: 6105.793945
	Iteration 38Q: 3 clusters Score -2.758105e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218773 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -27581108.000000 Penalty: 6105.793945
	Iteration 39Q: 3 clusters Score -2.758111e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218843 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -27581146.000000 Penalty: 6105.793945
	Iteration 40F: 3 clusters Score -2.758115e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218914 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -27581192.000000 Penalty: 6105.793945
	Iteration 41Q: 3 clusters Score -2.758119e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218988 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -27581268.000000 Penalty: 6105.793945
	Iteration 42Q: 3 clusters Score -2.758127e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219049 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -27581256.000000 Penalty: 6105.793945
	Iteration 43Q: 3 clusters Score -2.758126e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219106 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -27581260.000000 Penalty: 6105.793945
	Iteration 44Q: 3 clusters Score -2.758126e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219157 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -27581306.000000 Penalty: 6105.793945
	Iteration 45Q: 3 clusters Score -2.758131e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219194 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -27581350.000000 Penalty: 6105.793945
	Iteration 46Q: 3 clusters Score -2.758135e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219228 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -27581356.000000 Penalty: 6105.793945
	Iteration 47Q: 3 clusters Score -2.758136e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219250 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -27581410.000000 Penalty: 6105.793945
	Iteration 48Q: 3 clusters Score -2.758141e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219270 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -27581420.000000 Penalty: 6105.793945
	Iteration 49Q: 3 clusters Score -2.758142e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219293 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -27581444.000000 Penalty: 6105.793945
	Iteration 50Q: 3 clusters Score -2.758144e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219325 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -27581470.000000 Penalty: 6105.793945
	Iteration 51Q: 3 clusters Score -2.758147e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219360 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -27581490.000000 Penalty: 6105.793945
	Iteration 52Q: 3 clusters Score -2.758149e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219376 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -27581504.000000 Penalty: 6105.793945
	Iteration 53Q: 3 clusters Score -2.75815e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219393 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -27581540.000000 Penalty: 6105.793945
	Iteration 54Q: 3 clusters Score -2.758154e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219410 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -27581520.000000 Penalty: 6105.793945
	Iteration 55Q: 3 clusters Score -2.758152e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219427 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -27581536.000000 Penalty: 6105.793945
	Iteration 56Q: 3 clusters Score -2.758154e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219444 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -27581532.000000 Penalty: 6105.793945
	Iteration 57Q: 3 clusters Score -2.758153e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219466 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -27581540.000000 Penalty: 6105.793945
	Iteration 58Q: 3 clusters Score -2.758154e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219483 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -27581542.000000 Penalty: 6105.793945
	Iteration 59Q: 3 clusters Score -2.758154e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219505 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -27581532.000000 Penalty: 6105.793945
	Iteration 60F: 3 clusters Score -2.758153e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219521 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -27581520.000000 Penalty: 6105.793945
	Iteration 61Q: 3 clusters Score -2.758152e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219541 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -27581522.000000 Penalty: 6105.793945
	Iteration 62Q: 3 clusters Score -2.758152e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219553 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -27581548.000000 Penalty: 6105.793945
	Iteration 63Q: 3 clusters Score -2.758155e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219569 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -27581532.000000 Penalty: 6105.793945
	Iteration 64Q: 3 clusters Score -2.758153e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219578 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -27581514.000000 Penalty: 6105.793945
	Iteration 65Q: 3 clusters Score -2.758151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219586 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -27581540.000000 Penalty: 6105.793945
	Iteration 66Q: 3 clusters Score -2.758154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219589 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -27581528.000000 Penalty: 6105.793945
	Iteration 67Q: 3 clusters Score -2.758153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219592 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -27581528.000000 Penalty: 6105.793945
	Iteration 68Q: 3 clusters Score -2.758153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219594 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -27581544.000000 Penalty: 6105.793945
	Iteration 69Q: 3 clusters Score -2.758154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219596 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -27581532.000000 Penalty: 6105.793945
	Iteration 70Q: 3 clusters Score -2.758153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219600 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -27581520.000000 Penalty: 6105.793945
	Iteration 71Q: 3 clusters Score -2.758152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219603 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -27581516.000000 Penalty: 6105.793945
	Iteration 72Q: 3 clusters Score -2.758152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219605 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -27581512.000000 Penalty: 6105.793945
	Iteration 73Q: 3 clusters Score -2.758151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219605 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -27581512.000000 Penalty: 6105.793945
	Iteration 74Q: 3 clusters Score -2.758151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219605 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -27581522.000000 Penalty: 6105.793945
	Iteration 75Q: 3 clusters Score -2.758152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219607 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -27581512.000000 Penalty: 6105.793945
	Iteration 76Q: 3 clusters Score -2.758151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219610 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -27581504.000000 Penalty: 6105.793945
	Iteration 77Q: 3 clusters Score -2.75815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219613 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -27581524.000000 Penalty: 6105.793945
	Iteration 78Q: 3 clusters Score -2.758152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219617 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -27581520.000000 Penalty: 6105.793945
	Iteration 79Q: 3 clusters Score -2.758152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219619 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -27581524.000000 Penalty: 6105.793945
	Iteration 80F: 3 clusters Score -2.758152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219621 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -27581518.000000 Penalty: 6105.793945
	Iteration 81Q: 3 clusters Score -2.758152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219621 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -27581520.000000 Penalty: 6105.793945
	Iteration 82Q: 3 clusters Score -2.758152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219621 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -27581514.000000 Penalty: 6105.793945
	Iteration 83Q: 3 clusters Score -2.758151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219620 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -27581524.000000 Penalty: 6105.793945
	Iteration 84Q: 3 clusters Score -2.758152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219619 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -27581530.000000 Penalty: 6105.793945
	Iteration 85Q: 3 clusters Score -2.758153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219615 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -27581534.000000 Penalty: 6105.793945
	Iteration 86Q: 3 clusters Score -2.758153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219620 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -27581522.000000 Penalty: 6105.793945
	Iteration 87Q: 3 clusters Score -2.758152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219623 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -27581528.000000 Penalty: 6105.793945
	Iteration 88Q: 3 clusters Score -2.758153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219629 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -27581552.000000 Penalty: 6105.793945
	Iteration 89Q: 3 clusters Score -2.758155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219634 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -27581544.000000 Penalty: 6105.793945
	Iteration 90Q: 3 clusters Score -2.758154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219642 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -27581542.000000 Penalty: 6105.793945
	Iteration 91Q: 3 clusters Score -2.758154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219646 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -27581546.000000 Penalty: 6105.793945
	Iteration 92Q: 3 clusters Score -2.758155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219649 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -27581552.000000 Penalty: 6105.793945
	Iteration 93Q: 3 clusters Score -2.758155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219654 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -27581566.000000 Penalty: 6105.793945
	Iteration 94Q: 3 clusters Score -2.758157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219661 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -27581576.000000 Penalty: 6105.793945
	Iteration 95Q: 3 clusters Score -2.758158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219663 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -27581570.000000 Penalty: 6105.793945
	Iteration 96Q: 3 clusters Score -2.758157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219666 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -27581588.000000 Penalty: 6105.793945
	Iteration 97Q: 3 clusters Score -2.758159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219666 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -27581570.000000 Penalty: 6105.793945
	Iteration 98Q: 3 clusters Score -2.758157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219669 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -27581586.000000 Penalty: 6105.793945
	Iteration 99Q: 3 clusters Score -2.758159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219669 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -27581586.000000 Penalty: 6105.793945
	Iteration 100F: 3 clusters Score -2.758159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Entering Unmasked Estep 
Score: -321486.625000 Penalty: 1971.899414
	Iteration 0F: 2 clusters Score -321486.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -318360.125000 Penalty: 3943.798828
	Iteration 0F: 3 clusters Score -318360.1 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -318972.781250 Penalty: 3943.798828
	Iteration 1F: 3 clusters Score -318972.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -319164.000000 Penalty: 3943.798828
	Iteration 2F: 3 clusters Score -319164 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -319301.781250 Penalty: 3943.798828
	Iteration 3F: 3 clusters Score -319301.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -319447.468750 Penalty: 3943.798828
	Iteration 4Q: 3 clusters Score -319447.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -319565.093750 Penalty: 3943.798828
	Iteration 5Q: 3 clusters Score -319565.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -319635.625000 Penalty: 3943.798828
	Iteration 6Q: 3 clusters Score -319635.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -319706.125000 Penalty: 3943.798828
	Iteration 7Q: 3 clusters Score -319706.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -319767.562500 Penalty: 3943.798828
	Iteration 8Q: 3 clusters Score -319767.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -319806.812500 Penalty: 3943.798828
	Iteration 9Q: 3 clusters Score -319806.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -319844.031250 Penalty: 3943.798828
	Iteration 10Q: 3 clusters Score -319844 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -319884.500000 Penalty: 3943.798828
	Iteration 11Q: 3 clusters Score -319884.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -319912.312500 Penalty: 3943.798828
	Iteration 12Q: 3 clusters Score -319912.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -319939.906250 Penalty: 3943.798828
	Iteration 13Q: 3 clusters Score -319939.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -319957.562500 Penalty: 3943.798828
	Iteration 14Q: 3 clusters Score -319957.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -319976.687500 Penalty: 3943.798828
	Iteration 15Q: 3 clusters Score -319976.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -319995.562500 Penalty: 3943.798828
	Iteration 16Q: 3 clusters Score -319995.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -320010.281250 Penalty: 3943.798828
	Iteration 17Q: 3 clusters Score -320010.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -320023.406250 Penalty: 3943.798828
	Iteration 18Q: 3 clusters Score -320023.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -320030.625000 Penalty: 3943.798828
	Iteration 19Q: 3 clusters Score -320030.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -320034.687500 Penalty: 3943.798828
	Iteration 20F: 3 clusters Score -320034.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -320040.656250 Penalty: 3943.798828
	Iteration 21Q: 3 clusters Score -320040.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -320048.375000 Penalty: 3943.798828
	Iteration 22Q: 3 clusters Score -320048.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -320054.656250 Penalty: 3943.798828
	Iteration 23Q: 3 clusters Score -320054.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -320057.718750 Penalty: 3943.798828
	Iteration 24Q: 3 clusters Score -320057.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -320061.125000 Penalty: 3943.798828
	Iteration 25Q: 3 clusters Score -320061.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -320064.625000 Penalty: 3943.798828
	Iteration 26Q: 3 clusters Score -320064.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -320066.531250 Penalty: 3943.798828
	Iteration 27Q: 3 clusters Score -320066.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -320069.531250 Penalty: 3943.798828
	Iteration 28Q: 3 clusters Score -320069.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -320070.500000 Penalty: 3943.798828
	Iteration 29Q: 3 clusters Score -320070.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -320071.250000 Penalty: 3943.798828
	Iteration 30Q: 3 clusters Score -320071.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -320073.187500 Penalty: 3943.798828
	Iteration 31Q: 3 clusters Score -320073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -320073.812500 Penalty: 3943.798828
	Iteration 32Q: 3 clusters Score -320073.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -320073.843750 Penalty: 3943.798828
	Iteration 33Q: 3 clusters Score -320073.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -320074.156250 Penalty: 3943.798828
	Iteration 34Q: 3 clusters Score -320074.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -320074.156250 Penalty: 3943.798828
	Iteration 35F: 3 clusters Score -320074.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Entering Unmasked Estep 
Score: -428451.375000 Penalty: 2038.659912
	Iteration 0F: 2 clusters Score -428451.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -424765.343750 Penalty: 4077.319824
	Iteration 0F: 3 clusters Score -424765.3 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -425653.718750 Penalty: 4077.319824
	Iteration 1F: 3 clusters Score -425653.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -425902.156250 Penalty: 4077.319824
	Iteration 2F: 3 clusters Score -425902.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -426043.750000 Penalty: 4077.319824
	Iteration 3F: 3 clusters Score -426043.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -426160.968750 Penalty: 4077.319824
	Iteration 4Q: 3 clusters Score -426161 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -426332.125000 Penalty: 4077.319824
	Iteration 5Q: 3 clusters Score -426332.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -426609.750000 Penalty: 4077.319824
	Iteration 6Q: 3 clusters Score -426609.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -427032.218750 Penalty: 4077.319824
	Iteration 7F: 3 clusters Score -427032.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -427541.843750 Penalty: 4077.319824
	Iteration 8F: 3 clusters Score -427541.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -427990.187500 Penalty: 4077.319824
	Iteration 9F: 3 clusters Score -427990.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -428335.656250 Penalty: 4077.319824
	Iteration 10F: 3 clusters Score -428335.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -428593.156250 Penalty: 4077.319824
	Iteration 11F: 3 clusters Score -428593.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -428759.750000 Penalty: 4077.319824
	Iteration 12Q: 3 clusters Score -428759.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -428867.531250 Penalty: 4077.319824
	Iteration 13Q: 3 clusters Score -428867.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -428947.375000 Penalty: 4077.319824
	Iteration 14Q: 3 clusters Score -428947.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -428980.656250 Penalty: 4077.319824
	Iteration 15Q: 3 clusters Score -428980.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -429011.343750 Penalty: 4077.319824
	Iteration 16Q: 3 clusters Score -429011.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -429033.312500 Penalty: 4077.319824
	Iteration 17Q: 3 clusters Score -429033.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -429050.656250 Penalty: 4077.319824
	Iteration 18Q: 3 clusters Score -429050.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -429058.437500 Penalty: 4077.319824
	Iteration 19Q: 3 clusters Score -429058.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -429063.875000 Penalty: 4077.319824
	Iteration 20F: 3 clusters Score -429063.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -429067.125000 Penalty: 4077.319824
	Iteration 21Q: 3 clusters Score -429067.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -429069.718750 Penalty: 4077.319824
	Iteration 22Q: 3 clusters Score -429069.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -429072.250000 Penalty: 4077.319824
	Iteration 23Q: 3 clusters Score -429072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -429076.062500 Penalty: 4077.319824
	Iteration 24Q: 3 clusters Score -429076.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -429078.687500 Penalty: 4077.319824
	Iteration 25Q: 3 clusters Score -429078.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -429079.812500 Penalty: 4077.319824
	Iteration 26Q: 3 clusters Score -429079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -429082.968750 Penalty: 4077.319824
	Iteration 27Q: 3 clusters Score -429083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -429083.656250 Penalty: 4077.319824
	Iteration 28Q: 3 clusters Score -429083.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -429083.656250 Penalty: 4077.319824
	Iteration 29F: 3 clusters Score -429083.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 17219 members 
Mstep: Class 4 contains 10585 members 
Mstep: Class 5 contains 31124 members 
Mstep: Class 6 contains 199737 members 
Mstep: Class 7 contains 16763 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44063 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 18941 members 
Mstep: Class 12 contains 81781 members 
Mstep: Class 13 contains 9431 members 
Mstep: Class 14 contains 64605 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 215071 members 
Mstep: Class 17 contains 196027 members 
Mstep: Class 18 contains 16466 members 
Mstep: Class 19 contains 11229 members 
Mstep: Class 20 contains 221919 members 
Mstep: Class 21 contains 2839 members 
Mstep: Class 22 contains 3293 members 
Mstep: Class 23 contains 1946 members 
Mstep: Class 24 contains 1704 members 
Mstep: Class 25 contains 10351 members 
Mstep: Class 26 contains 19956 members 
Mstep: Class 27 contains 3974 members 
Mstep: Class 28 contains 1029 members 
Mstep: Class 29 contains 423 members 
Entering Unmasked Estep 
Score: -154550080.000000 Penalty: 101103.531250
Splitting cluster 22 changes total score from -154551616.000000 to -154550080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (1946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Entering Unmasked Estep 
Score: -199149.609375 Penalty: 1878.235718
	Iteration 0F: 2 clusters Score -199149.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -196633.640625 Penalty: 3756.471436
	Iteration 0F: 3 clusters Score -196633.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -197152.421875 Penalty: 3756.471436
	Iteration 1F: 3 clusters Score -197152.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -197403.437500 Penalty: 3756.471436
	Iteration 2F: 3 clusters Score -197403.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -197574.468750 Penalty: 3756.471436
	Iteration 3F: 3 clusters Score -197574.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -197729.921875 Penalty: 3756.471436
	Iteration 4F: 3 clusters Score -197729.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -197888.062500 Penalty: 3756.471436
	Iteration 5Q: 3 clusters Score -197888.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -198004.843750 Penalty: 3756.471436
	Iteration 6Q: 3 clusters Score -198004.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -198157.468750 Penalty: 3756.471436
	Iteration 7Q: 3 clusters Score -198157.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -198242.390625 Penalty: 3756.471436
	Iteration 8Q: 3 clusters Score -198242.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -198302.937500 Penalty: 3756.471436
	Iteration 9Q: 3 clusters Score -198302.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -198343.843750 Penalty: 3756.471436
	Iteration 10Q: 3 clusters Score -198343.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -198380.687500 Penalty: 3756.471436
	Iteration 11Q: 3 clusters Score -198380.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -198408.421875 Penalty: 3756.471436
	Iteration 12Q: 3 clusters Score -198408.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -198437.218750 Penalty: 3756.471436
	Iteration 13Q: 3 clusters Score -198437.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -198462.015625 Penalty: 3756.471436
	Iteration 14Q: 3 clusters Score -198462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -198481.109375 Penalty: 3756.471436
	Iteration 15Q: 3 clusters Score -198481.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -198498.578125 Penalty: 3756.471436
	Iteration 16Q: 3 clusters Score -198498.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -198518.890625 Penalty: 3756.471436
	Iteration 17Q: 3 clusters Score -198518.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -198536.156250 Penalty: 3756.471436
	Iteration 18Q: 3 clusters Score -198536.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -198544.609375 Penalty: 3756.471436
	Iteration 19Q: 3 clusters Score -198544.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -198554.906250 Penalty: 3756.471436
	Iteration 20F: 3 clusters Score -198554.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -198566.921875 Penalty: 3756.471436
	Iteration 21Q: 3 clusters Score -198566.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -198572.078125 Penalty: 3756.471436
	Iteration 22Q: 3 clusters Score -198572.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -198572.078125 Penalty: 3756.471436
	Iteration 23F: 3 clusters Score -198572.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Entering Unmasked Estep 
Score: -204893.359375 Penalty: 1845.302002
	Iteration 0F: 2 clusters Score -204893.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -202450.906250 Penalty: 3690.604004
	Iteration 0F: 3 clusters Score -202450.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -202815.828125 Penalty: 3690.604004
	Iteration 1F: 3 clusters Score -202815.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -202939.406250 Penalty: 3690.604004
	Iteration 2F: 3 clusters Score -202939.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -202999.031250 Penalty: 3690.604004
	Iteration 3Q: 3 clusters Score -202999 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -203042.250000 Penalty: 3690.604004
	Iteration 4Q: 3 clusters Score -203042.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -203075.359375 Penalty: 3690.604004
	Iteration 5Q: 3 clusters Score -203075.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -203108.265625 Penalty: 3690.604004
	Iteration 6Q: 3 clusters Score -203108.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -203127.859375 Penalty: 3690.604004
	Iteration 7Q: 3 clusters Score -203127.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -203147.515625 Penalty: 3690.604004
	Iteration 8Q: 3 clusters Score -203147.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -203165.500000 Penalty: 3690.604004
	Iteration 9Q: 3 clusters Score -203165.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -203180.656250 Penalty: 3690.604004
	Iteration 10Q: 3 clusters Score -203180.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -203195.250000 Penalty: 3690.604004
	Iteration 11Q: 3 clusters Score -203195.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -203211.125000 Penalty: 3690.604004
	Iteration 12Q: 3 clusters Score -203211.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -203221.453125 Penalty: 3690.604004
	Iteration 13Q: 3 clusters Score -203221.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -203230.015625 Penalty: 3690.604004
	Iteration 14Q: 3 clusters Score -203230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -203239.140625 Penalty: 3690.604004
	Iteration 15Q: 3 clusters Score -203239.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -203243.812500 Penalty: 3690.604004
	Iteration 16Q: 3 clusters Score -203243.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -203247.593750 Penalty: 3690.604004
	Iteration 17Q: 3 clusters Score -203247.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -203249.343750 Penalty: 3690.604004
	Iteration 18Q: 3 clusters Score -203249.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -203251.546875 Penalty: 3690.604004
	Iteration 19Q: 3 clusters Score -203251.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -203252.656250 Penalty: 3690.604004
	Iteration 20F: 3 clusters Score -203252.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -203254.203125 Penalty: 3690.604004
	Iteration 21Q: 3 clusters Score -203254.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -203255.500000 Penalty: 3690.604004
	Iteration 22Q: 3 clusters Score -203255.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -203256.265625 Penalty: 3690.604004
	Iteration 23Q: 3 clusters Score -203256.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -203256.906250 Penalty: 3690.604004
	Iteration 24Q: 3 clusters Score -203256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -203258.125000 Penalty: 3690.604004
	Iteration 25Q: 3 clusters Score -203258.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -203259.562500 Penalty: 3690.604004
	Iteration 26Q: 3 clusters Score -203259.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -203260.625000 Penalty: 3690.604004
	Iteration 27Q: 3 clusters Score -203260.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -203260.625000 Penalty: 3690.604004
	Iteration 28F: 3 clusters Score -203260.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Entering Unmasked Estep 
Score: -1281853.375000 Penalty: 2292.719971
	Iteration 0F: 2 clusters Score -1281853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1273968.625000 Penalty: 4585.439941
	Iteration 0F: 3 clusters Score -1273969 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1276146.875000 Penalty: 4585.439941
	Iteration 1F: 3 clusters Score -1276147 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1276481.375000 Penalty: 4585.439941
	Iteration 2F: 3 clusters Score -1276481 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1276700.125000 Penalty: 4585.439941
	Iteration 3F: 3 clusters Score -1276700 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1276871.250000 Penalty: 4585.439941
	Iteration 4Q: 3 clusters Score -1276871 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1277031.125000 Penalty: 4585.439941
	Iteration 5Q: 3 clusters Score -1277031 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1277190.625000 Penalty: 4585.439941
	Iteration 6Q: 3 clusters Score -1277191 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1277374.875000 Penalty: 4585.439941
	Iteration 7Q: 3 clusters Score -1277375 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1277594.875000 Penalty: 4585.439941
	Iteration 8Q: 3 clusters Score -1277595 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1277883.250000 Penalty: 4585.439941
	Iteration 9Q: 3 clusters Score -1277883 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1278189.750000 Penalty: 4585.439941
	Iteration 10Q: 3 clusters Score -1278190 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1278527.000000 Penalty: 4585.439941
	Iteration 11Q: 3 clusters Score -1278527 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1278879.125000 Penalty: 4585.439941
	Iteration 12Q: 3 clusters Score -1278879 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1279156.500000 Penalty: 4585.439941
	Iteration 13Q: 3 clusters Score -1279156 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1279373.625000 Penalty: 4585.439941
	Iteration 14Q: 3 clusters Score -1279374 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1279544.000000 Penalty: 4585.439941
	Iteration 15Q: 3 clusters Score -1279544 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1279655.000000 Penalty: 4585.439941
	Iteration 16Q: 3 clusters Score -1279655 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1279717.250000 Penalty: 4585.439941
	Iteration 17Q: 3 clusters Score -1279717 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1279761.625000 Penalty: 4585.439941
	Iteration 18Q: 3 clusters Score -1279762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1279796.875000 Penalty: 4585.439941
	Iteration 19Q: 3 clusters Score -1279797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1279823.875000 Penalty: 4585.439941
	Iteration 20F: 3 clusters Score -1279824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1279841.625000 Penalty: 4585.439941
	Iteration 21Q: 3 clusters Score -1279842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1279854.750000 Penalty: 4585.439941
	Iteration 22Q: 3 clusters Score -1279855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1279865.000000 Penalty: 4585.439941
	Iteration 23Q: 3 clusters Score -1279865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1279869.000000 Penalty: 4585.439941
	Iteration 24Q: 3 clusters Score -1279869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1279870.000000 Penalty: 4585.439941
	Iteration 25Q: 3 clusters Score -1279870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1279870.000000 Penalty: 4585.439941
	Iteration 26F: 3 clusters Score -1279870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Entering Unmasked Estep 
Score: -2420836.000000 Penalty: 2455.518799
	Iteration 0F: 2 clusters Score -2420836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2406860.500000 Penalty: 4911.037598
	Iteration 0F: 3 clusters Score -2406860 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2411526.500000 Penalty: 4911.037598
	Iteration 1F: 3 clusters Score -2411526 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2412109.250000 Penalty: 4911.037598
	Iteration 2F: 3 clusters Score -2412109 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2412675.500000 Penalty: 4911.037598
	Iteration 3F: 3 clusters Score -2412676 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2413328.000000 Penalty: 4911.037598
	Iteration 4F: 3 clusters Score -2413328 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2414141.750000 Penalty: 4911.037598
	Iteration 5F: 3 clusters Score -2414142 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2415224.000000 Penalty: 4911.037598
	Iteration 6F: 3 clusters Score -2415224 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2416302.000000 Penalty: 4911.037598
	Iteration 7F: 3 clusters Score -2416302 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2417267.250000 Penalty: 4911.037598
	Iteration 8F: 3 clusters Score -2417267 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2417994.000000 Penalty: 4911.037598
	Iteration 9Q: 3 clusters Score -2417994 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2418482.750000 Penalty: 4911.037598
	Iteration 10Q: 3 clusters Score -2418483 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2418845.750000 Penalty: 4911.037598
	Iteration 11Q: 3 clusters Score -2418846 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2419049.750000 Penalty: 4911.037598
	Iteration 12Q: 3 clusters Score -2419050 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2419183.250000 Penalty: 4911.037598
	Iteration 13Q: 3 clusters Score -2419183 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2419259.500000 Penalty: 4911.037598
	Iteration 14Q: 3 clusters Score -2419260 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2419319.500000 Penalty: 4911.037598
	Iteration 15Q: 3 clusters Score -2419320 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2419381.500000 Penalty: 4911.037598
	Iteration 16Q: 3 clusters Score -2419382 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2419422.000000 Penalty: 4911.037598
	Iteration 17Q: 3 clusters Score -2419422 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2419470.000000 Penalty: 4911.037598
	Iteration 18Q: 3 clusters Score -2419470 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2419506.750000 Penalty: 4911.037598
	Iteration 19Q: 3 clusters Score -2419507 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2419533.500000 Penalty: 4911.037598
	Iteration 20F: 3 clusters Score -2419534 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2419566.750000 Penalty: 4911.037598
	Iteration 21Q: 3 clusters Score -2419567 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2419586.750000 Penalty: 4911.037598
	Iteration 22Q: 3 clusters Score -2419587 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2419600.750000 Penalty: 4911.037598
	Iteration 23Q: 3 clusters Score -2419601 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2419617.250000 Penalty: 4911.037598
	Iteration 24Q: 3 clusters Score -2419617 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2419635.250000 Penalty: 4911.037598
	Iteration 25Q: 3 clusters Score -2419635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2419646.500000 Penalty: 4911.037598
	Iteration 26Q: 3 clusters Score -2419646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2419656.000000 Penalty: 4911.037598
	Iteration 27Q: 3 clusters Score -2419656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2419664.250000 Penalty: 4911.037598
	Iteration 28Q: 3 clusters Score -2419664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2419671.250000 Penalty: 4911.037598
	Iteration 29Q: 3 clusters Score -2419671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2419673.500000 Penalty: 4911.037598
	Iteration 30Q: 3 clusters Score -2419674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2419676.250000 Penalty: 4911.037598
	Iteration 31Q: 3 clusters Score -2419676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2419675.500000 Penalty: 4911.037598
	Iteration 32Q: 3 clusters Score -2419676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2419676.750000 Penalty: 4911.037598
	Iteration 33Q: 3 clusters Score -2419677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2419680.750000 Penalty: 4911.037598
	Iteration 34Q: 3 clusters Score -2419681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2419684.750000 Penalty: 4911.037598
	Iteration 35Q: 3 clusters Score -2419685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2419692.000000 Penalty: 4911.037598
	Iteration 36Q: 3 clusters Score -2419692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2419689.250000 Penalty: 4911.037598
	Iteration 37Q: 3 clusters Score -2419689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2419694.500000 Penalty: 4911.037598
	Iteration 38Q: 3 clusters Score -2419694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2419696.000000 Penalty: 4911.037598
	Iteration 39Q: 3 clusters Score -2419696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2419693.250000 Penalty: 4911.037598
	Iteration 40F: 3 clusters Score -2419693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2419698.500000 Penalty: 4911.037598
	Iteration 41Q: 3 clusters Score -2419698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2419697.250000 Penalty: 4911.037598
	Iteration 42Q: 3 clusters Score -2419697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2419697.750000 Penalty: 4911.037598
	Iteration 43Q: 3 clusters Score -2419698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2419700.750000 Penalty: 4911.037598
	Iteration 44Q: 3 clusters Score -2419701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2419701.250000 Penalty: 4911.037598
	Iteration 45Q: 3 clusters Score -2419701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2419703.000000 Penalty: 4911.037598
	Iteration 46Q: 3 clusters Score -2419703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2419708.000000 Penalty: 4911.037598
	Iteration 47Q: 3 clusters Score -2419708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2419707.000000 Penalty: 4911.037598
	Iteration 48Q: 3 clusters Score -2419707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2419707.000000 Penalty: 4911.037598
	Iteration 49Q: 3 clusters Score -2419707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2419713.750000 Penalty: 4911.037598
	Iteration 50Q: 3 clusters Score -2419714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2419710.750000 Penalty: 4911.037598
	Iteration 51Q: 3 clusters Score -2419711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2419711.750000 Penalty: 4911.037598
	Iteration 52Q: 3 clusters Score -2419712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2419711.750000 Penalty: 4911.037598
	Iteration 53F: 3 clusters Score -2419712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Entering Unmasked Estep 
Score: -482662.062500 Penalty: 2055.306885
	Iteration 0F: 2 clusters Score -482662.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -478788.937500 Penalty: 4110.613770
	Iteration 0F: 3 clusters Score -478788.9 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -479676.937500 Penalty: 4110.613770
	Iteration 1F: 3 clusters Score -479676.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -479901.437500 Penalty: 4110.613770
	Iteration 2F: 3 clusters Score -479901.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -480014.125000 Penalty: 4110.613770
	Iteration 3Q: 3 clusters Score -480014.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -480082.781250 Penalty: 4110.613770
	Iteration 4Q: 3 clusters Score -480082.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -480122.250000 Penalty: 4110.613770
	Iteration 5Q: 3 clusters Score -480122.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -480160.406250 Penalty: 4110.613770
	Iteration 6Q: 3 clusters Score -480160.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -480191.906250 Penalty: 4110.613770
	Iteration 7Q: 3 clusters Score -480191.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -480213.781250 Penalty: 4110.613770
	Iteration 8Q: 3 clusters Score -480213.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -480233.468750 Penalty: 4110.613770
	Iteration 9Q: 3 clusters Score -480233.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -480257.625000 Penalty: 4110.613770
	Iteration 10Q: 3 clusters Score -480257.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -480277.187500 Penalty: 4110.613770
	Iteration 11Q: 3 clusters Score -480277.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -480294.187500 Penalty: 4110.613770
	Iteration 12Q: 3 clusters Score -480294.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -480305.187500 Penalty: 4110.613770
	Iteration 13Q: 3 clusters Score -480305.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -480317.656250 Penalty: 4110.613770
	Iteration 14Q: 3 clusters Score -480317.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -480327.750000 Penalty: 4110.613770
	Iteration 15Q: 3 clusters Score -480327.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -480334.156250 Penalty: 4110.613770
	Iteration 16Q: 3 clusters Score -480334.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -480338.593750 Penalty: 4110.613770
	Iteration 17Q: 3 clusters Score -480338.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -480350.125000 Penalty: 4110.613770
	Iteration 18Q: 3 clusters Score -480350.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -480360.031250 Penalty: 4110.613770
	Iteration 19Q: 3 clusters Score -480360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -480366.906250 Penalty: 4110.613770
	Iteration 20F: 3 clusters Score -480366.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -480373.187500 Penalty: 4110.613770
	Iteration 21Q: 3 clusters Score -480373.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -480380.343750 Penalty: 4110.613770
	Iteration 22Q: 3 clusters Score -480380.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -480385.031250 Penalty: 4110.613770
	Iteration 23Q: 3 clusters Score -480385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -480390.218750 Penalty: 4110.613770
	Iteration 24Q: 3 clusters Score -480390.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -480395.375000 Penalty: 4110.613770
	Iteration 25Q: 3 clusters Score -480395.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -480398.906250 Penalty: 4110.613770
	Iteration 26Q: 3 clusters Score -480398.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -480401.843750 Penalty: 4110.613770
	Iteration 27Q: 3 clusters Score -480401.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -480406.156250 Penalty: 4110.613770
	Iteration 28Q: 3 clusters Score -480406.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -480407.937500 Penalty: 4110.613770
	Iteration 29Q: 3 clusters Score -480407.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -480412.437500 Penalty: 4110.613770
	Iteration 30Q: 3 clusters Score -480412.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -480416.625000 Penalty: 4110.613770
	Iteration 31Q: 3 clusters Score -480416.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -480421.125000 Penalty: 4110.613770
	Iteration 32Q: 3 clusters Score -480421.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -480425.468750 Penalty: 4110.613770
	Iteration 33Q: 3 clusters Score -480425.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -480430.906250 Penalty: 4110.613770
	Iteration 34Q: 3 clusters Score -480430.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -480433.937500 Penalty: 4110.613770
	Iteration 35Q: 3 clusters Score -480433.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -480438.437500 Penalty: 4110.613770
	Iteration 36Q: 3 clusters Score -480438.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -480442.593750 Penalty: 4110.613770
	Iteration 37Q: 3 clusters Score -480442.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -480443.531250 Penalty: 4110.613770
	Iteration 38Q: 3 clusters Score -480443.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -480444.937500 Penalty: 4110.613770
	Iteration 39Q: 3 clusters Score -480444.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -480446.875000 Penalty: 4110.613770
	Iteration 40F: 3 clusters Score -480446.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -480450.937500 Penalty: 4110.613770
	Iteration 41Q: 3 clusters Score -480450.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -480454.437500 Penalty: 4110.613770
	Iteration 42Q: 3 clusters Score -480454.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -480456.875000 Penalty: 4110.613770
	Iteration 43Q: 3 clusters Score -480456.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -480460.968750 Penalty: 4110.613770
	Iteration 44Q: 3 clusters Score -480461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -480461.687500 Penalty: 4110.613770
	Iteration 45Q: 3 clusters Score -480461.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -480463.656250 Penalty: 4110.613770
	Iteration 46Q: 3 clusters Score -480463.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -480464.625000 Penalty: 4110.613770
	Iteration 47Q: 3 clusters Score -480464.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -480467.406250 Penalty: 4110.613770
	Iteration 48Q: 3 clusters Score -480467.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -480469.093750 Penalty: 4110.613770
	Iteration 49Q: 3 clusters Score -480469.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -480471.937500 Penalty: 4110.613770
	Iteration 50Q: 3 clusters Score -480471.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -480477.531250 Penalty: 4110.613770
	Iteration 51Q: 3 clusters Score -480477.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -480482.000000 Penalty: 4110.613770
	Iteration 52Q: 3 clusters Score -480482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -480487.343750 Penalty: 4110.613770
	Iteration 53Q: 3 clusters Score -480487.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -480489.750000 Penalty: 4110.613770
	Iteration 54Q: 3 clusters Score -480489.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -480495.031250 Penalty: 4110.613770
	Iteration 55Q: 3 clusters Score -480495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -480503.406250 Penalty: 4110.613770
	Iteration 56Q: 3 clusters Score -480503.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -480514.281250 Penalty: 4110.613770
	Iteration 57Q: 3 clusters Score -480514.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -480524.750000 Penalty: 4110.613770
	Iteration 58Q: 3 clusters Score -480524.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -480535.187500 Penalty: 4110.613770
	Iteration 59Q: 3 clusters Score -480535.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -480546.218750 Penalty: 4110.613770
	Iteration 60F: 3 clusters Score -480546.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -480559.312500 Penalty: 4110.613770
	Iteration 61Q: 3 clusters Score -480559.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -480568.718750 Penalty: 4110.613770
	Iteration 62Q: 3 clusters Score -480568.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -480582.718750 Penalty: 4110.613770
	Iteration 63Q: 3 clusters Score -480582.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -480600.406250 Penalty: 4110.613770
	Iteration 64Q: 3 clusters Score -480600.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -480619.656250 Penalty: 4110.613770
	Iteration 65Q: 3 clusters Score -480619.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -480648.687500 Penalty: 4110.613770
	Iteration 66Q: 3 clusters Score -480648.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -480675.156250 Penalty: 4110.613770
	Iteration 67Q: 3 clusters Score -480675.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -480697.375000 Penalty: 4110.613770
	Iteration 68Q: 3 clusters Score -480697.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -480716.937500 Penalty: 4110.613770
	Iteration 69Q: 3 clusters Score -480716.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -480739.750000 Penalty: 4110.613770
	Iteration 70Q: 3 clusters Score -480739.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -480764.812500 Penalty: 4110.613770
	Iteration 71Q: 3 clusters Score -480764.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -480792.093750 Penalty: 4110.613770
	Iteration 72Q: 3 clusters Score -480792.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -480810.218750 Penalty: 4110.613770
	Iteration 73Q: 3 clusters Score -480810.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -480821.062500 Penalty: 4110.613770
	Iteration 74Q: 3 clusters Score -480821.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -480836.125000 Penalty: 4110.613770
	Iteration 75Q: 3 clusters Score -480836.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -480849.656250 Penalty: 4110.613770
	Iteration 76Q: 3 clusters Score -480849.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -480862.250000 Penalty: 4110.613770
	Iteration 77Q: 3 clusters Score -480862.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -480870.343750 Penalty: 4110.613770
	Iteration 78Q: 3 clusters Score -480870.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -480880.500000 Penalty: 4110.613770
	Iteration 79Q: 3 clusters Score -480880.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -480889.937500 Penalty: 4110.613770
	Iteration 80F: 3 clusters Score -480889.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -480903.500000 Penalty: 4110.613770
	Iteration 81Q: 3 clusters Score -480903.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -480910.812500 Penalty: 4110.613770
	Iteration 82Q: 3 clusters Score -480910.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -480920.031250 Penalty: 4110.613770
	Iteration 83Q: 3 clusters Score -480920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -480930.312500 Penalty: 4110.613770
	Iteration 84Q: 3 clusters Score -480930.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -480941.718750 Penalty: 4110.613770
	Iteration 85Q: 3 clusters Score -480941.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -480953.031250 Penalty: 4110.613770
	Iteration 86Q: 3 clusters Score -480953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -480961.843750 Penalty: 4110.613770
	Iteration 87Q: 3 clusters Score -480961.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -480974.281250 Penalty: 4110.613770
	Iteration 88Q: 3 clusters Score -480974.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -480983.468750 Penalty: 4110.613770
	Iteration 89Q: 3 clusters Score -480983.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -480988.531250 Penalty: 4110.613770
	Iteration 90Q: 3 clusters Score -480988.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -480995.593750 Penalty: 4110.613770
	Iteration 91Q: 3 clusters Score -480995.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -480998.375000 Penalty: 4110.613770
	Iteration 92Q: 3 clusters Score -480998.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -481001.062500 Penalty: 4110.613770
	Iteration 93Q: 3 clusters Score -481001.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -481003.468750 Penalty: 4110.613770
	Iteration 94Q: 3 clusters Score -481003.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -481005.500000 Penalty: 4110.613770
	Iteration 95Q: 3 clusters Score -481005.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -481007.625000 Penalty: 4110.613770
	Iteration 96Q: 3 clusters Score -481007.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -481010.343750 Penalty: 4110.613770
	Iteration 97Q: 3 clusters Score -481010.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -481012.906250 Penalty: 4110.613770
	Iteration 98Q: 3 clusters Score -481012.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -481017.312500 Penalty: 4110.613770
	Iteration 99Q: 3 clusters Score -481017.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -481021.000000 Penalty: 4110.613770
	Iteration 100F: 3 clusters Score -481021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -481024.843750 Penalty: 4110.613770
	Iteration 101Q: 3 clusters Score -481024.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -481028.937500 Penalty: 4110.613770
	Iteration 102Q: 3 clusters Score -481028.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -481029.218750 Penalty: 4110.613770
	Iteration 103Q: 3 clusters Score -481029.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -481030.750000 Penalty: 4110.613770
	Iteration 104Q: 3 clusters Score -481030.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -481033.062500 Penalty: 4110.613770
	Iteration 105Q: 3 clusters Score -481033.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -481036.093750 Penalty: 4110.613770
	Iteration 106Q: 3 clusters Score -481036.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -481036.843750 Penalty: 4110.613770
	Iteration 107Q: 3 clusters Score -481036.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -481037.531250 Penalty: 4110.613770
	Iteration 108Q: 3 clusters Score -481037.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -481040.281250 Penalty: 4110.613770
	Iteration 109Q: 3 clusters Score -481040.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -481040.281250 Penalty: 4110.613770
	Iteration 110F: 3 clusters Score -481040.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 17219 members 
Mstep: Class 4 contains 10585 members 
Mstep: Class 5 contains 31124 members 
Mstep: Class 6 contains 199737 members 
Mstep: Class 7 contains 16763 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44063 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 18941 members 
Mstep: Class 12 contains 81781 members 
Mstep: Class 13 contains 9431 members 
Mstep: Class 14 contains 64605 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 215071 members 
Mstep: Class 17 contains 196027 members 
Mstep: Class 18 contains 16466 members 
Mstep: Class 19 contains 11229 members 
Mstep: Class 20 contains 221919 members 
Mstep: Class 21 contains 2839 members 
Mstep: Class 22 contains 3716 members 
Mstep: Class 23 contains 1946 members 
Mstep: Class 24 contains 1704 members 
Mstep: Class 25 contains 10351 members 
Mstep: Class 26 contains 19956 members 
Mstep: Class 27 contains 3974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552032.000000 Penalty: 97617.203125
Iteration 159Q: 29 clusters Score -1.54552e+08 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58362 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17223 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 31104 members 
Mstep: Class 6 contains 199749 members 
Mstep: Class 7 contains 16770 members 
Mstep: Class 8 contains 794 members 
Mstep: Class 9 contains 44060 members 
Mstep: Class 10 contains 9564 members 
Mstep: Class 11 contains 18942 members 
Mstep: Class 12 contains 81788 members 
Mstep: Class 13 contains 9433 members 
Mstep: Class 14 contains 64620 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 215297 members 
Mstep: Class 17 contains 196120 members 
Mstep: Class 18 contains 16461 members 
Mstep: Class 19 contains 11228 members 
Mstep: Class 20 contains 221560 members 
Mstep: Class 21 contains 2838 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 1946 members 
Mstep: Class 24 contains 1713 members 
Mstep: Class 25 contains 10362 members 
Mstep: Class 26 contains 19960 members 
Mstep: Class 27 contains 3975 members 
Mstep: Class 28 contains 1025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551632.000000 Penalty: 97617.203125
Iteration 160F: 29 clusters Score -1.545516e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58357 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17223 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 31079 members 
Mstep: Class 6 contains 199745 members 
Mstep: Class 7 contains 16769 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44062 members 
Mstep: Class 10 contains 9561 members 
Mstep: Class 11 contains 18941 members 
Mstep: Class 12 contains 81799 members 
Mstep: Class 13 contains 9433 members 
Mstep: Class 14 contains 64633 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 215543 members 
Mstep: Class 17 contains 196201 members 
Mstep: Class 18 contains 16463 members 
Mstep: Class 19 contains 11228 members 
Mstep: Class 20 contains 221225 members 
Mstep: Class 21 contains 2839 members 
Mstep: Class 22 contains 3723 members 
Mstep: Class 23 contains 1946 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 10374 members 
Mstep: Class 26 contains 19964 members 
Mstep: Class 27 contains 3975 members 
Mstep: Class 28 contains 1029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551392.000000 Penalty: 97617.203125
Iteration 161Q: 29 clusters Score -1.545514e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58357 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17225 members 
Mstep: Class 4 contains 10588 members 
Mstep: Class 5 contains 31065 members 
Mstep: Class 6 contains 199729 members 
Mstep: Class 7 contains 16773 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44069 members 
Mstep: Class 10 contains 9557 members 
Mstep: Class 11 contains 18943 members 
Mstep: Class 12 contains 81811 members 
Mstep: Class 13 contains 9432 members 
Mstep: Class 14 contains 64648 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 215817 members 
Mstep: Class 17 contains 196271 members 
Mstep: Class 18 contains 16468 members 
Mstep: Class 19 contains 11229 members 
Mstep: Class 20 contains 220862 members 
Mstep: Class 21 contains 2838 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 1946 members 
Mstep: Class 24 contains 1713 members 
Mstep: Class 25 contains 10382 members 
Mstep: Class 26 contains 19966 members 
Mstep: Class 27 contains 3975 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551200.000000 Penalty: 97617.203125
Iteration 162Q: 29 clusters Score -1.545512e+08 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17226 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 31061 members 
Mstep: Class 6 contains 199719 members 
Mstep: Class 7 contains 16771 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44072 members 
Mstep: Class 10 contains 9556 members 
Mstep: Class 11 contains 18946 members 
Mstep: Class 12 contains 81808 members 
Mstep: Class 13 contains 9434 members 
Mstep: Class 14 contains 64653 members 
Mstep: Class 15 contains 3851 members 
Mstep: Class 16 contains 216097 members 
Mstep: Class 17 contains 196329 members 
Mstep: Class 18 contains 16477 members 
Mstep: Class 19 contains 11232 members 
Mstep: Class 20 contains 220504 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 3723 members 
Mstep: Class 23 contains 1946 members 
Mstep: Class 24 contains 1713 members 
Mstep: Class 25 contains 10394 members 
Mstep: Class 26 contains 19966 members 
Mstep: Class 27 contains 3975 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551392.000000 Penalty: 97617.203125
Iteration 163Q: 29 clusters Score -1.545514e+08 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58351 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17229 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 31066 members 
Mstep: Class 6 contains 199705 members 
Mstep: Class 7 contains 16778 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44074 members 
Mstep: Class 10 contains 9555 members 
Mstep: Class 11 contains 18945 members 
Mstep: Class 12 contains 81806 members 
Mstep: Class 13 contains 9434 members 
Mstep: Class 14 contains 64681 members 
Mstep: Class 15 contains 3851 members 
Mstep: Class 16 contains 216334 members 
Mstep: Class 17 contains 196410 members 
Mstep: Class 18 contains 16486 members 
Mstep: Class 19 contains 11233 members 
Mstep: Class 20 contains 220142 members 
Mstep: Class 21 contains 2840 members 
Mstep: Class 22 contains 3723 members 
Mstep: Class 23 contains 1946 members 
Mstep: Class 24 contains 1709 members 
Mstep: Class 25 contains 10408 members 
Mstep: Class 26 contains 19968 members 
Mstep: Class 27 contains 3975 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551168.000000 Penalty: 97617.203125
Iteration 164Q: 29 clusters Score -1.545512e+08 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17230 members 
Mstep: Class 4 contains 10588 members 
Mstep: Class 5 contains 31068 members 
Mstep: Class 6 contains 199668 members 
Mstep: Class 7 contains 16772 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44090 members 
Mstep: Class 10 contains 9553 members 
Mstep: Class 11 contains 18947 members 
Mstep: Class 12 contains 81807 members 
Mstep: Class 13 contains 9433 members 
Mstep: Class 14 contains 64705 members 
Mstep: Class 15 contains 3851 members 
Mstep: Class 16 contains 216635 members 
Mstep: Class 17 contains 196456 members 
Mstep: Class 18 contains 16488 members 
Mstep: Class 19 contains 11236 members 
Mstep: Class 20 contains 219772 members 
Mstep: Class 21 contains 2839 members 
Mstep: Class 22 contains 3720 members 
Mstep: Class 23 contains 1946 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 10426 members 
Mstep: Class 26 contains 19968 members 
Mstep: Class 27 contains 3975 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551280.000000 Penalty: 97617.203125
Iteration 165Q: 29 clusters Score -1.545513e+08 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58367 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17235 members 
Mstep: Class 4 contains 10593 members 
Mstep: Class 5 contains 31070 members 
Mstep: Class 6 contains 199614 members 
Mstep: Class 7 contains 16777 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44103 members 
Mstep: Class 10 contains 9550 members 
Mstep: Class 11 contains 18950 members 
Mstep: Class 12 contains 81793 members 
Mstep: Class 13 contains 9434 members 
Mstep: Class 14 contains 64745 members 
Mstep: Class 15 contains 3851 members 
Mstep: Class 16 contains 216924 members 
Mstep: Class 17 contains 196483 members 
Mstep: Class 18 contains 16482 members 
Mstep: Class 19 contains 11239 members 
Mstep: Class 20 contains 219452 members 
Mstep: Class 21 contains 2838 members 
Mstep: Class 22 contains 3720 members 
Mstep: Class 23 contains 1946 members 
Mstep: Class 24 contains 1701 members 
Mstep: Class 25 contains 10431 members 
Mstep: Class 26 contains 19965 members 
Mstep: Class 27 contains 3975 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551264.000000 Penalty: 97617.203125
Iteration 166Q: 29 clusters Score -1.545513e+08 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17235 members 
Mstep: Class 4 contains 10592 members 
Mstep: Class 5 contains 31064 members 
Mstep: Class 6 contains 199555 members 
Mstep: Class 7 contains 16769 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44119 members 
Mstep: Class 10 contains 9547 members 
Mstep: Class 11 contains 18957 members 
Mstep: Class 12 contains 81789 members 
Mstep: Class 13 contains 9432 members 
Mstep: Class 14 contains 64774 members 
Mstep: Class 15 contains 3851 members 
Mstep: Class 16 contains 217137 members 
Mstep: Class 17 contains 196599 members 
Mstep: Class 18 contains 16483 members 
Mstep: Class 19 contains 11240 members 
Mstep: Class 20 contains 219127 members 
Mstep: Class 21 contains 2838 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 1946 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 10444 members 
Mstep: Class 26 contains 19964 members 
Mstep: Class 27 contains 3975 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551424.000000 Penalty: 97617.203125
Iteration 167Q: 29 clusters Score -1.545514e+08 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58405 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17235 members 
Mstep: Class 4 contains 10585 members 
Mstep: Class 5 contains 31053 members 
Mstep: Class 6 contains 199494 members 
Mstep: Class 7 contains 16772 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44136 members 
Mstep: Class 10 contains 9546 members 
Mstep: Class 11 contains 18961 members 
Mstep: Class 12 contains 81772 members 
Mstep: Class 13 contains 9428 members 
Mstep: Class 14 contains 64839 members 
Mstep: Class 15 contains 3851 members 
Mstep: Class 16 contains 217344 members 
Mstep: Class 17 contains 196739 members 
Mstep: Class 18 contains 16484 members 
Mstep: Class 19 contains 11243 members 
Mstep: Class 20 contains 218765 members 
Mstep: Class 21 contains 2838 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 1946 members 
Mstep: Class 24 contains 1686 members 
Mstep: Class 25 contains 10457 members 
Mstep: Class 26 contains 19965 members 
Mstep: Class 27 contains 3975 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551264.000000 Penalty: 97617.203125
Iteration 168Q: 29 clusters Score -1.545513e+08 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58414 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17239 members 
Mstep: Class 4 contains 10578 members 
Mstep: Class 5 contains 31047 members 
Mstep: Class 6 contains 199447 members 
Mstep: Class 7 contains 16781 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44146 members 
Mstep: Class 10 contains 9540 members 
Mstep: Class 11 contains 18965 members 
Mstep: Class 12 contains 81761 members 
Mstep: Class 13 contains 9429 members 
Mstep: Class 14 contains 64903 members 
Mstep: Class 15 contains 3851 members 
Mstep: Class 16 contains 217550 members 
Mstep: Class 17 contains 196820 members 
Mstep: Class 18 contains 16489 members 
Mstep: Class 19 contains 11244 members 
Mstep: Class 20 contains 218424 members 
Mstep: Class 21 contains 2840 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 1947 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 19963 members 
Mstep: Class 27 contains 3975 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551200.000000 Penalty: 97617.203125
Iteration 169Q: 29 clusters Score -1.545512e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17242 members 
Mstep: Class 4 contains 10571 members 
Mstep: Class 5 contains 31036 members 
Mstep: Class 6 contains 199381 members 
Mstep: Class 7 contains 16786 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44153 members 
Mstep: Class 10 contains 9536 members 
Mstep: Class 11 contains 18967 members 
Mstep: Class 12 contains 81767 members 
Mstep: Class 13 contains 9432 members 
Mstep: Class 14 contains 64959 members 
Mstep: Class 15 contains 3850 members 
Mstep: Class 16 contains 217778 members 
Mstep: Class 17 contains 196879 members 
Mstep: Class 18 contains 16489 members 
Mstep: Class 19 contains 11245 members 
Mstep: Class 20 contains 218116 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 3716 members 
Mstep: Class 23 contains 1947 members 
Mstep: Class 24 contains 1679 members 
Mstep: Class 25 contains 10502 members 
Mstep: Class 26 contains 19966 members 
Mstep: Class 27 contains 3975 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551248.000000 Penalty: 97617.203125
Iteration 170Q: 29 clusters Score -1.545512e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17241 members 
Mstep: Class 4 contains 10567 members 
Mstep: Class 5 contains 31016 members 
Mstep: Class 6 contains 199349 members 
Mstep: Class 7 contains 16784 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44165 members 
Mstep: Class 10 contains 9530 members 
Mstep: Class 11 contains 18970 members 
Mstep: Class 12 contains 81776 members 
Mstep: Class 13 contains 9431 members 
Mstep: Class 14 contains 64989 members 
Mstep: Class 15 contains 3850 members 
Mstep: Class 16 contains 218009 members 
Mstep: Class 17 contains 196907 members 
Mstep: Class 18 contains 16485 members 
Mstep: Class 19 contains 11246 members 
Mstep: Class 20 contains 217822 members 
Mstep: Class 21 contains 2845 members 
Mstep: Class 22 contains 3717 members 
Mstep: Class 23 contains 1947 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 10525 members 
Mstep: Class 26 contains 19969 members 
Mstep: Class 27 contains 3976 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551216.000000 Penalty: 97617.203125
Iteration 171Q: 29 clusters Score -1.545512e+08 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17241 members 
Mstep: Class 4 contains 10566 members 
Mstep: Class 5 contains 31001 members 
Mstep: Class 6 contains 199310 members 
Mstep: Class 7 contains 16779 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44173 members 
Mstep: Class 10 contains 9528 members 
Mstep: Class 11 contains 18972 members 
Mstep: Class 12 contains 81769 members 
Mstep: Class 13 contains 9432 members 
Mstep: Class 14 contains 65018 members 
Mstep: Class 15 contains 3850 members 
Mstep: Class 16 contains 218257 members 
Mstep: Class 17 contains 196948 members 
Mstep: Class 18 contains 16478 members 
Mstep: Class 19 contains 11247 members 
Mstep: Class 20 contains 217514 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 1947 members 
Mstep: Class 24 contains 1721 members 
Mstep: Class 25 contains 10533 members 
Mstep: Class 26 contains 19968 members 
Mstep: Class 27 contains 3976 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551712.000000 Penalty: 97617.203125
Iteration 172Q: 29 clusters Score -1.545517e+08 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58455 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17240 members 
Mstep: Class 4 contains 10574 members 
Mstep: Class 5 contains 30989 members 
Mstep: Class 6 contains 199272 members 
Mstep: Class 7 contains 16781 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44175 members 
Mstep: Class 10 contains 9525 members 
Mstep: Class 11 contains 18974 members 
Mstep: Class 12 contains 81759 members 
Mstep: Class 13 contains 9432 members 
Mstep: Class 14 contains 65026 members 
Mstep: Class 15 contains 3849 members 
Mstep: Class 16 contains 218519 members 
Mstep: Class 17 contains 196981 members 
Mstep: Class 18 contains 16473 members 
Mstep: Class 19 contains 11246 members 
Mstep: Class 20 contains 217232 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 1947 members 
Mstep: Class 24 contains 1736 members 
Mstep: Class 25 contains 10540 members 
Mstep: Class 26 contains 19971 members 
Mstep: Class 27 contains 3977 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551984.000000 Penalty: 97617.203125
Iteration 173Q: 29 clusters Score -1.54552e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17246 members 
Mstep: Class 4 contains 10574 members 
Mstep: Class 5 contains 30982 members 
Mstep: Class 6 contains 199257 members 
Mstep: Class 7 contains 16764 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44171 members 
Mstep: Class 10 contains 9520 members 
Mstep: Class 11 contains 18972 members 
Mstep: Class 12 contains 81751 members 
Mstep: Class 13 contains 9430 members 
Mstep: Class 14 contains 65038 members 
Mstep: Class 15 contains 3849 members 
Mstep: Class 16 contains 218764 members 
Mstep: Class 17 contains 197057 members 
Mstep: Class 18 contains 16477 members 
Mstep: Class 19 contains 11249 members 
Mstep: Class 20 contains 216892 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 1947 members 
Mstep: Class 24 contains 1766 members 
Mstep: Class 25 contains 10555 members 
Mstep: Class 26 contains 19972 members 
Mstep: Class 27 contains 3977 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551888.000000 Penalty: 97617.203125
Iteration 174Q: 29 clusters Score -1.545519e+08 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58494 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17249 members 
Mstep: Class 4 contains 10572 members 
Mstep: Class 5 contains 30973 members 
Mstep: Class 6 contains 199205 members 
Mstep: Class 7 contains 16766 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44173 members 
Mstep: Class 10 contains 9515 members 
Mstep: Class 11 contains 18976 members 
Mstep: Class 12 contains 81763 members 
Mstep: Class 13 contains 9428 members 
Mstep: Class 14 contains 65074 members 
Mstep: Class 15 contains 3849 members 
Mstep: Class 16 contains 219006 members 
Mstep: Class 17 contains 197117 members 
Mstep: Class 18 contains 16471 members 
Mstep: Class 19 contains 11245 members 
Mstep: Class 20 contains 216542 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 1947 members 
Mstep: Class 24 contains 1798 members 
Mstep: Class 25 contains 10560 members 
Mstep: Class 26 contains 19972 members 
Mstep: Class 27 contains 3977 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552016.000000 Penalty: 97617.203125
Iteration 175Q: 29 clusters Score -1.54552e+08 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17251 members 
Mstep: Class 4 contains 10571 members 
Mstep: Class 5 contains 30970 members 
Mstep: Class 6 contains 199172 members 
Mstep: Class 7 contains 16763 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44171 members 
Mstep: Class 10 contains 9510 members 
Mstep: Class 11 contains 18981 members 
Mstep: Class 12 contains 81763 members 
Mstep: Class 13 contains 9427 members 
Mstep: Class 14 contains 65085 members 
Mstep: Class 15 contains 3849 members 
Mstep: Class 16 contains 219251 members 
Mstep: Class 17 contains 197211 members 
Mstep: Class 18 contains 16471 members 
Mstep: Class 19 contains 11247 members 
Mstep: Class 20 contains 216185 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 1947 members 
Mstep: Class 24 contains 1811 members 
Mstep: Class 25 contains 10568 members 
Mstep: Class 26 contains 19974 members 
Mstep: Class 27 contains 3977 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552080.000000 Penalty: 97617.203125
Iteration 176Q: 29 clusters Score -1.545521e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17252 members 
Mstep: Class 4 contains 10573 members 
Mstep: Class 5 contains 30954 members 
Mstep: Class 6 contains 199160 members 
Mstep: Class 7 contains 16761 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44168 members 
Mstep: Class 10 contains 9508 members 
Mstep: Class 11 contains 18983 members 
Mstep: Class 12 contains 81748 members 
Mstep: Class 13 contains 9425 members 
Mstep: Class 14 contains 65097 members 
Mstep: Class 15 contains 3849 members 
Mstep: Class 16 contains 219476 members 
Mstep: Class 17 contains 197362 members 
Mstep: Class 18 contains 16473 members 
Mstep: Class 19 contains 11244 members 
Mstep: Class 20 contains 215811 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 1947 members 
Mstep: Class 24 contains 1820 members 
Mstep: Class 25 contains 10577 members 
Mstep: Class 26 contains 19979 members 
Mstep: Class 27 contains 3977 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551808.000000 Penalty: 97617.203125
Iteration 177Q: 29 clusters Score -1.545518e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58535 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17254 members 
Mstep: Class 4 contains 10569 members 
Mstep: Class 5 contains 30946 members 
Mstep: Class 6 contains 199144 members 
Mstep: Class 7 contains 16758 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44169 members 
Mstep: Class 10 contains 9505 members 
Mstep: Class 11 contains 18982 members 
Mstep: Class 12 contains 81738 members 
Mstep: Class 13 contains 9426 members 
Mstep: Class 14 contains 65089 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 219694 members 
Mstep: Class 17 contains 197513 members 
Mstep: Class 18 contains 16474 members 
Mstep: Class 19 contains 11243 members 
Mstep: Class 20 contains 215455 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 1947 members 
Mstep: Class 24 contains 1836 members 
Mstep: Class 25 contains 10586 members 
Mstep: Class 26 contains 19984 members 
Mstep: Class 27 contains 3977 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551984.000000 Penalty: 97617.203125
Iteration 178Q: 29 clusters Score -1.54552e+08 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17253 members 
Mstep: Class 4 contains 10564 members 
Mstep: Class 5 contains 30943 members 
Mstep: Class 6 contains 199133 members 
Mstep: Class 7 contains 16759 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44164 members 
Mstep: Class 10 contains 9502 members 
Mstep: Class 11 contains 18984 members 
Mstep: Class 12 contains 81743 members 
Mstep: Class 13 contains 9426 members 
Mstep: Class 14 contains 65093 members 
Mstep: Class 15 contains 3847 members 
Mstep: Class 16 contains 219957 members 
Mstep: Class 17 contains 197600 members 
Mstep: Class 18 contains 16479 members 
Mstep: Class 19 contains 11248 members 
Mstep: Class 20 contains 215075 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 1947 members 
Mstep: Class 24 contains 1848 members 
Mstep: Class 25 contains 10595 members 
Mstep: Class 26 contains 19989 members 
Mstep: Class 27 contains 3977 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551872.000000 Penalty: 97617.203125
Iteration 179Q: 29 clusters Score -1.545519e+08 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58571 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17252 members 
Mstep: Class 4 contains 10556 members 
Mstep: Class 5 contains 30945 members 
Mstep: Class 6 contains 199112 members 
Mstep: Class 7 contains 16755 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44165 members 
Mstep: Class 10 contains 9499 members 
Mstep: Class 11 contains 18986 members 
Mstep: Class 12 contains 81744 members 
Mstep: Class 13 contains 9425 members 
Mstep: Class 14 contains 65090 members 
Mstep: Class 15 contains 3846 members 
Mstep: Class 16 contains 220241 members 
Mstep: Class 17 contains 197673 members 
Mstep: Class 18 contains 16474 members 
Mstep: Class 19 contains 11252 members 
Mstep: Class 20 contains 214706 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 3715 members 
Mstep: Class 23 contains 1948 members 
Mstep: Class 24 contains 1862 members 
Mstep: Class 25 contains 10606 members 
Mstep: Class 26 contains 19991 members 
Mstep: Class 27 contains 3977 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551648.000000 Penalty: 97617.203125
Iteration 180F: 29 clusters Score -1.545516e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17253 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 30939 members 
Mstep: Class 6 contains 199107 members 
Mstep: Class 7 contains 16753 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44156 members 
Mstep: Class 10 contains 9494 members 
Mstep: Class 11 contains 18986 members 
Mstep: Class 12 contains 81754 members 
Mstep: Class 13 contains 9422 members 
Mstep: Class 14 contains 65117 members 
Mstep: Class 15 contains 3845 members 
Mstep: Class 16 contains 220517 members 
Mstep: Class 17 contains 197791 members 
Mstep: Class 18 contains 16478 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 214286 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 3715 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 1868 members 
Mstep: Class 25 contains 10615 members 
Mstep: Class 26 contains 19989 members 
Mstep: Class 27 contains 3977 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551664.000000 Penalty: 97617.203125
Iteration 181Q: 29 clusters Score -1.545517e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17252 members 
Mstep: Class 4 contains 10537 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 199121 members 
Mstep: Class 7 contains 16751 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44156 members 
Mstep: Class 10 contains 9489 members 
Mstep: Class 11 contains 18987 members 
Mstep: Class 12 contains 81750 members 
Mstep: Class 13 contains 9423 members 
Mstep: Class 14 contains 65135 members 
Mstep: Class 15 contains 3843 members 
Mstep: Class 16 contains 220802 members 
Mstep: Class 17 contains 197903 members 
Mstep: Class 18 contains 16483 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 213855 members 
Mstep: Class 21 contains 2849 members 
Mstep: Class 22 contains 3715 members 
Mstep: Class 23 contains 1951 members 
Mstep: Class 24 contains 1874 members 
Mstep: Class 25 contains 10625 members 
Mstep: Class 26 contains 19989 members 
Mstep: Class 27 contains 3977 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551616.000000 Penalty: 97617.203125
Iteration 182Q: 29 clusters Score -1.545516e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17252 members 
Mstep: Class 4 contains 10531 members 
Mstep: Class 5 contains 30910 members 
Mstep: Class 6 contains 199147 members 
Mstep: Class 7 contains 16746 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44154 members 
Mstep: Class 10 contains 9489 members 
Mstep: Class 11 contains 18990 members 
Mstep: Class 12 contains 81744 members 
Mstep: Class 13 contains 9423 members 
Mstep: Class 14 contains 65165 members 
Mstep: Class 15 contains 3840 members 
Mstep: Class 16 contains 221083 members 
Mstep: Class 17 contains 197987 members 
Mstep: Class 18 contains 16487 members 
Mstep: Class 19 contains 11262 members 
Mstep: Class 20 contains 213416 members 
Mstep: Class 21 contains 2849 members 
Mstep: Class 22 contains 3715 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1879 members 
Mstep: Class 25 contains 10633 members 
Mstep: Class 26 contains 19989 members 
Mstep: Class 27 contains 3977 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551184.000000 Penalty: 97617.203125
Iteration 183Q: 29 clusters Score -1.545512e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17256 members 
Mstep: Class 4 contains 10530 members 
Mstep: Class 5 contains 30903 members 
Mstep: Class 6 contains 199189 members 
Mstep: Class 7 contains 16737 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44147 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 18990 members 
Mstep: Class 12 contains 81746 members 
Mstep: Class 13 contains 9422 members 
Mstep: Class 14 contains 65177 members 
Mstep: Class 15 contains 3839 members 
Mstep: Class 16 contains 221362 members 
Mstep: Class 17 contains 198061 members 
Mstep: Class 18 contains 16489 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 212994 members 
Mstep: Class 21 contains 2850 members 
Mstep: Class 22 contains 3715 members 
Mstep: Class 23 contains 1956 members 
Mstep: Class 24 contains 1883 members 
Mstep: Class 25 contains 10639 members 
Mstep: Class 26 contains 19992 members 
Mstep: Class 27 contains 3977 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551344.000000 Penalty: 97617.203125
Iteration 184Q: 29 clusters Score -1.545513e+08 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58647 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17260 members 
Mstep: Class 4 contains 10531 members 
Mstep: Class 5 contains 30899 members 
Mstep: Class 6 contains 199237 members 
Mstep: Class 7 contains 16721 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44146 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 11 contains 18987 members 
Mstep: Class 12 contains 81738 members 
Mstep: Class 13 contains 9422 members 
Mstep: Class 14 contains 65190 members 
Mstep: Class 15 contains 3839 members 
Mstep: Class 16 contains 221606 members 
Mstep: Class 17 contains 198087 members 
Mstep: Class 18 contains 16492 members 
Mstep: Class 19 contains 11263 members 
Mstep: Class 20 contains 212657 members 
Mstep: Class 21 contains 2853 members 
Mstep: Class 22 contains 3715 members 
Mstep: Class 23 contains 1959 members 
Mstep: Class 24 contains 1890 members 
Mstep: Class 25 contains 10644 members 
Mstep: Class 26 contains 19993 members 
Mstep: Class 27 contains 3977 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551424.000000 Penalty: 97617.203125
Iteration 185Q: 29 clusters Score -1.545514e+08 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17259 members 
Mstep: Class 4 contains 10527 members 
Mstep: Class 5 contains 30894 members 
Mstep: Class 6 contains 199256 members 
Mstep: Class 7 contains 16705 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44145 members 
Mstep: Class 10 contains 9483 members 
Mstep: Class 11 contains 18989 members 
Mstep: Class 12 contains 81730 members 
Mstep: Class 13 contains 9421 members 
Mstep: Class 14 contains 65208 members 
Mstep: Class 15 contains 3838 members 
Mstep: Class 16 contains 221865 members 
Mstep: Class 17 contains 198118 members 
Mstep: Class 18 contains 16493 members 
Mstep: Class 19 contains 11272 members 
Mstep: Class 20 contains 212328 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 3714 members 
Mstep: Class 23 contains 1962 members 
Mstep: Class 24 contains 1897 members 
Mstep: Class 25 contains 10657 members 
Mstep: Class 26 contains 19994 members 
Mstep: Class 27 contains 3977 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551584.000000 Penalty: 97617.203125
Iteration 186Q: 29 clusters Score -1.545516e+08 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17258 members 
Mstep: Class 4 contains 10521 members 
Mstep: Class 5 contains 30883 members 
Mstep: Class 6 contains 199278 members 
Mstep: Class 7 contains 16693 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44148 members 
Mstep: Class 10 contains 9482 members 
Mstep: Class 11 contains 18990 members 
Mstep: Class 12 contains 81719 members 
Mstep: Class 13 contains 9421 members 
Mstep: Class 14 contains 65227 members 
Mstep: Class 15 contains 3837 members 
Mstep: Class 16 contains 222146 members 
Mstep: Class 17 contains 198109 members 
Mstep: Class 18 contains 16496 members 
Mstep: Class 19 contains 11285 members 
Mstep: Class 20 contains 212008 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 3713 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1901 members 
Mstep: Class 25 contains 10668 members 
Mstep: Class 26 contains 19993 members 
Mstep: Class 27 contains 3977 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551536.000000 Penalty: 97617.203125
Iteration 187Q: 29 clusters Score -1.545515e+08 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17259 members 
Mstep: Class 4 contains 10515 members 
Mstep: Class 5 contains 30885 members 
Mstep: Class 6 contains 199306 members 
Mstep: Class 7 contains 16681 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44152 members 
Mstep: Class 10 contains 9479 members 
Mstep: Class 11 contains 18991 members 
Mstep: Class 12 contains 81716 members 
Mstep: Class 13 contains 9421 members 
Mstep: Class 14 contains 65252 members 
Mstep: Class 15 contains 3838 members 
Mstep: Class 16 contains 222415 members 
Mstep: Class 17 contains 198035 members 
Mstep: Class 18 contains 16496 members 
Mstep: Class 19 contains 11288 members 
Mstep: Class 20 contains 211762 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 3712 members 
Mstep: Class 23 contains 1964 members 
Mstep: Class 24 contains 1906 members 
Mstep: Class 25 contains 10682 members 
Mstep: Class 26 contains 19994 members 
Mstep: Class 27 contains 3977 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552064.000000 Penalty: 97617.203125
Iteration 188Q: 29 clusters Score -1.545521e+08 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17260 members 
Mstep: Class 4 contains 10516 members 
Mstep: Class 5 contains 30878 members 
Mstep: Class 6 contains 199294 members 
Mstep: Class 7 contains 16673 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44151 members 
Mstep: Class 10 contains 9477 members 
Mstep: Class 11 contains 18992 members 
Mstep: Class 12 contains 81716 members 
Mstep: Class 13 contains 9422 members 
Mstep: Class 14 contains 65291 members 
Mstep: Class 15 contains 3836 members 
Mstep: Class 16 contains 222667 members 
Mstep: Class 17 contains 198000 members 
Mstep: Class 18 contains 16494 members 
Mstep: Class 19 contains 11290 members 
Mstep: Class 20 contains 211542 members 
Mstep: Class 21 contains 2853 members 
Mstep: Class 22 contains 3711 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1911 members 
Mstep: Class 25 contains 10692 members 
Mstep: Class 26 contains 19994 members 
Mstep: Class 27 contains 3977 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552000.000000 Penalty: 97617.203125
Iteration 189Q: 29 clusters Score -1.54552e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58620 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17263 members 
Mstep: Class 4 contains 10517 members 
Mstep: Class 5 contains 30876 members 
Mstep: Class 6 contains 199270 members 
Mstep: Class 7 contains 16672 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44147 members 
Mstep: Class 10 contains 9473 members 
Mstep: Class 11 contains 18993 members 
Mstep: Class 12 contains 81735 members 
Mstep: Class 13 contains 9422 members 
Mstep: Class 14 contains 65322 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 222888 members 
Mstep: Class 17 contains 198037 members 
Mstep: Class 18 contains 16489 members 
Mstep: Class 19 contains 11290 members 
Mstep: Class 20 contains 211275 members 
Mstep: Class 21 contains 2853 members 
Mstep: Class 22 contains 3710 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1915 members 
Mstep: Class 25 contains 10695 members 
Mstep: Class 26 contains 19998 members 
Mstep: Class 27 contains 3978 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551936.000000 Penalty: 97617.203125
Iteration 190Q: 29 clusters Score -1.545519e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58602 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17266 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 30866 members 
Mstep: Class 6 contains 199231 members 
Mstep: Class 7 contains 16671 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44142 members 
Mstep: Class 10 contains 9472 members 
Mstep: Class 11 contains 18994 members 
Mstep: Class 12 contains 81738 members 
Mstep: Class 13 contains 9419 members 
Mstep: Class 14 contains 65358 members 
Mstep: Class 15 contains 3834 members 
Mstep: Class 16 contains 223087 members 
Mstep: Class 17 contains 198131 members 
Mstep: Class 18 contains 16491 members 
Mstep: Class 19 contains 11291 members 
Mstep: Class 20 contains 210997 members 
Mstep: Class 21 contains 2852 members 
Mstep: Class 22 contains 3711 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1916 members 
Mstep: Class 25 contains 10706 members 
Mstep: Class 26 contains 20005 members 
Mstep: Class 27 contains 3981 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551792.000000 Penalty: 97617.203125
Iteration 191Q: 29 clusters Score -1.545518e+08 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17265 members 
Mstep: Class 4 contains 10515 members 
Mstep: Class 5 contains 30841 members 
Mstep: Class 6 contains 199235 members 
Mstep: Class 7 contains 16662 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44143 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 18995 members 
Mstep: Class 12 contains 81733 members 
Mstep: Class 13 contains 9416 members 
Mstep: Class 14 contains 65395 members 
Mstep: Class 15 contains 3834 members 
Mstep: Class 16 contains 223257 members 
Mstep: Class 17 contains 198211 members 
Mstep: Class 18 contains 16498 members 
Mstep: Class 19 contains 11287 members 
Mstep: Class 20 contains 210742 members 
Mstep: Class 21 contains 2850 members 
Mstep: Class 22 contains 3711 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1917 members 
Mstep: Class 25 contains 10713 members 
Mstep: Class 26 contains 20005 members 
Mstep: Class 27 contains 3982 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552064.000000 Penalty: 97617.203125
Iteration 192Q: 29 clusters Score -1.545521e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17263 members 
Mstep: Class 4 contains 10511 members 
Mstep: Class 5 contains 30823 members 
Mstep: Class 6 contains 199230 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44142 members 
Mstep: Class 10 contains 9467 members 
Mstep: Class 11 contains 18996 members 
Mstep: Class 12 contains 81738 members 
Mstep: Class 13 contains 9416 members 
Mstep: Class 14 contains 65427 members 
Mstep: Class 15 contains 3834 members 
Mstep: Class 16 contains 223446 members 
Mstep: Class 17 contains 198302 members 
Mstep: Class 18 contains 16500 members 
Mstep: Class 19 contains 11287 members 
Mstep: Class 20 contains 210463 members 
Mstep: Class 21 contains 2850 members 
Mstep: Class 22 contains 3709 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1917 members 
Mstep: Class 25 contains 10716 members 
Mstep: Class 26 contains 20007 members 
Mstep: Class 27 contains 3982 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552176.000000 Penalty: 97617.203125
Iteration 193Q: 29 clusters Score -1.545522e+08 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17265 members 
Mstep: Class 4 contains 10511 members 
Mstep: Class 5 contains 30805 members 
Mstep: Class 6 contains 199217 members 
Mstep: Class 7 contains 16655 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44141 members 
Mstep: Class 10 contains 9463 members 
Mstep: Class 11 contains 18995 members 
Mstep: Class 12 contains 81728 members 
Mstep: Class 13 contains 9416 members 
Mstep: Class 14 contains 65455 members 
Mstep: Class 15 contains 3834 members 
Mstep: Class 16 contains 223646 members 
Mstep: Class 17 contains 198417 members 
Mstep: Class 18 contains 16500 members 
Mstep: Class 19 contains 11286 members 
Mstep: Class 20 contains 210175 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 3709 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1917 members 
Mstep: Class 25 contains 10715 members 
Mstep: Class 26 contains 20010 members 
Mstep: Class 27 contains 3982 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552144.000000 Penalty: 97617.203125
Iteration 194Q: 29 clusters Score -1.545521e+08 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58577 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17269 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 30794 members 
Mstep: Class 6 contains 199180 members 
Mstep: Class 7 contains 16637 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44135 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 18996 members 
Mstep: Class 12 contains 81728 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 65486 members 
Mstep: Class 15 contains 3834 members 
Mstep: Class 16 contains 223861 members 
Mstep: Class 17 contains 198532 members 
Mstep: Class 18 contains 16499 members 
Mstep: Class 19 contains 11288 members 
Mstep: Class 20 contains 209879 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 3709 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1920 members 
Mstep: Class 25 contains 10718 members 
Mstep: Class 26 contains 20013 members 
Mstep: Class 27 contains 3982 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551952.000000 Penalty: 97617.203125
Iteration 195Q: 29 clusters Score -1.54552e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58564 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17272 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 30782 members 
Mstep: Class 6 contains 199159 members 
Mstep: Class 7 contains 16631 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44131 members 
Mstep: Class 10 contains 9455 members 
Mstep: Class 11 contains 18995 members 
Mstep: Class 12 contains 81743 members 
Mstep: Class 13 contains 9416 members 
Mstep: Class 14 contains 65502 members 
Mstep: Class 15 contains 3834 members 
Mstep: Class 16 contains 224150 members 
Mstep: Class 17 contains 198537 members 
Mstep: Class 18 contains 16498 members 
Mstep: Class 19 contains 11291 members 
Mstep: Class 20 contains 209608 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 3710 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1921 members 
Mstep: Class 25 contains 10722 members 
Mstep: Class 26 contains 20011 members 
Mstep: Class 27 contains 3982 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551840.000000 Penalty: 97617.203125
Iteration 196Q: 29 clusters Score -1.545518e+08 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58554 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17276 members 
Mstep: Class 4 contains 10509 members 
Mstep: Class 5 contains 30775 members 
Mstep: Class 6 contains 199092 members 
Mstep: Class 7 contains 16628 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44129 members 
Mstep: Class 10 contains 9447 members 
Mstep: Class 11 contains 18999 members 
Mstep: Class 12 contains 81753 members 
Mstep: Class 13 contains 9416 members 
Mstep: Class 14 contains 65515 members 
Mstep: Class 15 contains 3834 members 
Mstep: Class 16 contains 224423 members 
Mstep: Class 17 contains 198520 members 
Mstep: Class 18 contains 16501 members 
Mstep: Class 19 contains 11298 members 
Mstep: Class 20 contains 209410 members 
Mstep: Class 21 contains 2844 members 
Mstep: Class 22 contains 3710 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1922 members 
Mstep: Class 25 contains 10724 members 
Mstep: Class 26 contains 20012 members 
Mstep: Class 27 contains 3982 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551824.000000 Penalty: 97617.203125
Iteration 197Q: 29 clusters Score -1.545518e+08 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17279 members 
Mstep: Class 4 contains 10509 members 
Mstep: Class 5 contains 30766 members 
Mstep: Class 6 contains 199046 members 
Mstep: Class 7 contains 16626 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44124 members 
Mstep: Class 10 contains 9442 members 
Mstep: Class 11 contains 19000 members 
Mstep: Class 12 contains 81761 members 
Mstep: Class 13 contains 9416 members 
Mstep: Class 14 contains 65540 members 
Mstep: Class 15 contains 3834 members 
Mstep: Class 16 contains 224618 members 
Mstep: Class 17 contains 198480 members 
Mstep: Class 18 contains 16504 members 
Mstep: Class 19 contains 11299 members 
Mstep: Class 20 contains 209279 members 
Mstep: Class 21 contains 2844 members 
Mstep: Class 22 contains 3710 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1926 members 
Mstep: Class 25 contains 10732 members 
Mstep: Class 26 contains 20013 members 
Mstep: Class 27 contains 3982 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551968.000000 Penalty: 97617.203125
Iteration 198Q: 29 clusters Score -1.54552e+08 nChanged 1529
Entering ConstructFrom: 
Score: -154551968.000000 Penalty: 97617.203125
Entering ConstructFrom: 
Trying to split cluster 1 (58529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58529 members 
Entering Unmasked Estep 
Score: -7346925.000000 Penalty: 2722.364990
	Iteration 0F: 2 clusters Score -7346925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -7307704.500000 Penalty: 5444.729980
	Iteration 0F: 3 clusters Score -7307704 nChanged 27158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -7322910.000000 Penalty: 5444.729980
	Iteration 1F: 3 clusters Score -7322910 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -7323590.000000 Penalty: 5444.729980
	Iteration 2Q: 3 clusters Score -7323590 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -7324131.500000 Penalty: 5444.729980
	Iteration 3Q: 3 clusters Score -7324132 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -7324776.000000 Penalty: 5444.729980
	Iteration 4Q: 3 clusters Score -7324776 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -7325440.500000 Penalty: 5444.729980
	Iteration 5Q: 3 clusters Score -7325440 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -7326250.500000 Penalty: 5444.729980
	Iteration 6Q: 3 clusters Score -7326250 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -7327428.000000 Penalty: 5444.729980
	Iteration 7Q: 3 clusters Score -7327428 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -7329187.000000 Penalty: 5444.729980
	Iteration 8F: 3 clusters Score -7329187 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -7331578.500000 Penalty: 5444.729980
	Iteration 9F: 3 clusters Score -7331578 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -7334534.500000 Penalty: 5444.729980
	Iteration 10F: 3 clusters Score -7334534 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -7337534.500000 Penalty: 5444.729980
	Iteration 11F: 3 clusters Score -7337534 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -7339988.000000 Penalty: 5444.729980
	Iteration 12Q: 3 clusters Score -7339988 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -7341474.000000 Penalty: 5444.729980
	Iteration 13Q: 3 clusters Score -7341474 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -7342520.000000 Penalty: 5444.729980
	Iteration 14Q: 3 clusters Score -7342520 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 55405 members 
Entering Unmasked Estep 
Score: -7343214.000000 Penalty: 5444.729980
	Iteration 15Q: 3 clusters Score -7343214 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -7343703.500000 Penalty: 5444.729980
	Iteration 16Q: 3 clusters Score -7343704 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 56417 members 
Entering Unmasked Estep 
Score: -7343985.000000 Penalty: 5444.729980
	Iteration 17Q: 3 clusters Score -7343985 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 56725 members 
Entering Unmasked Estep 
Score: -7344218.000000 Penalty: 5444.729980
	Iteration 18Q: 3 clusters Score -7344218 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 56941 members 
Entering Unmasked Estep 
Score: -7344396.500000 Penalty: 5444.729980
	Iteration 19Q: 3 clusters Score -7344396 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
Score: -7344528.500000 Penalty: 5444.729980
	Iteration 20F: 3 clusters Score -7344528 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -7344599.500000 Penalty: 5444.729980
	Iteration 21Q: 3 clusters Score -7344600 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
Score: -7344690.000000 Penalty: 5444.729980
	Iteration 22Q: 3 clusters Score -7344690 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 57307 members 
Entering Unmasked Estep 
Score: -7344760.000000 Penalty: 5444.729980
	Iteration 23Q: 3 clusters Score -7344760 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 57354 members 
Entering Unmasked Estep 
Score: -7344860.000000 Penalty: 5444.729980
	Iteration 24Q: 3 clusters Score -7344860 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
Score: -7344919.500000 Penalty: 5444.729980
	Iteration 25Q: 3 clusters Score -7344920 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 57388 members 
Entering Unmasked Estep 
Score: -7344959.500000 Penalty: 5444.729980
	Iteration 26Q: 3 clusters Score -7344960 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -7345008.500000 Penalty: 5444.729980
	Iteration 27Q: 3 clusters Score -7345008 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 57392 members 
Entering Unmasked Estep 
Score: -7345045.500000 Penalty: 5444.729980
	Iteration 28Q: 3 clusters Score -7345046 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -7345082.000000 Penalty: 5444.729980
	Iteration 29Q: 3 clusters Score -7345082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -7345110.000000 Penalty: 5444.729980
	Iteration 30Q: 3 clusters Score -7345110 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 57398 members 
Entering Unmasked Estep 
Score: -7345135.000000 Penalty: 5444.729980
	Iteration 31Q: 3 clusters Score -7345135 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 57390 members 
Entering Unmasked Estep 
Score: -7345149.500000 Penalty: 5444.729980
	Iteration 32Q: 3 clusters Score -7345150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
Score: -7345173.000000 Penalty: 5444.729980
	Iteration 33Q: 3 clusters Score -7345173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 57367 members 
Entering Unmasked Estep 
Score: -7345180.500000 Penalty: 5444.729980
	Iteration 34Q: 3 clusters Score -7345180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 57359 members 
Entering Unmasked Estep 
Score: -7345197.500000 Penalty: 5444.729980
	Iteration 35Q: 3 clusters Score -7345198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -7345225.000000 Penalty: 5444.729980
	Iteration 36Q: 3 clusters Score -7345225 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -7345233.000000 Penalty: 5444.729980
	Iteration 37Q: 3 clusters Score -7345233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 57353 members 
Entering Unmasked Estep 
Score: -7345241.000000 Penalty: 5444.729980
	Iteration 38Q: 3 clusters Score -7345241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 57350 members 
Entering Unmasked Estep 
Score: -7345244.500000 Penalty: 5444.729980
	Iteration 39Q: 3 clusters Score -7345244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 57345 members 
Entering Unmasked Estep 
Score: -7345257.500000 Penalty: 5444.729980
	Iteration 40F: 3 clusters Score -7345258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -7345259.500000 Penalty: 5444.729980
	Iteration 41Q: 3 clusters Score -7345260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 57336 members 
Entering Unmasked Estep 
Score: -7345274.000000 Penalty: 5444.729980
	Iteration 42Q: 3 clusters Score -7345274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 57336 members 
Entering Unmasked Estep 
Score: -7345285.500000 Penalty: 5444.729980
	Iteration 43Q: 3 clusters Score -7345286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 57346 members 
Entering Unmasked Estep 
Score: -7345297.000000 Penalty: 5444.729980
	Iteration 44Q: 3 clusters Score -7345297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -7345296.000000 Penalty: 5444.729980
	Iteration 45Q: 3 clusters Score -7345296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -7345304.000000 Penalty: 5444.729980
	Iteration 46Q: 3 clusters Score -7345304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -7345302.000000 Penalty: 5444.729980
	Iteration 47Q: 3 clusters Score -7345302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 57354 members 
Entering Unmasked Estep 
Score: -7345307.500000 Penalty: 5444.729980
	Iteration 48Q: 3 clusters Score -7345308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -7345308.500000 Penalty: 5444.729980
	Iteration 49Q: 3 clusters Score -7345308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -7345306.500000 Penalty: 5444.729980
	Iteration 50Q: 3 clusters Score -7345306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -7345306.500000 Penalty: 5444.729980
	Iteration 51Q: 3 clusters Score -7345306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -7345304.000000 Penalty: 5444.729980
	Iteration 52Q: 3 clusters Score -7345304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -7345310.500000 Penalty: 5444.729980
	Iteration 53Q: 3 clusters Score -7345310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -7345307.000000 Penalty: 5444.729980
	Iteration 54Q: 3 clusters Score -7345307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -7345307.000000 Penalty: 5444.729980
	Iteration 55F: 3 clusters Score -7345307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -119708.625000 Penalty: 1724.750488
	Iteration 0F: 2 clusters Score -119708.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -117734.804688 Penalty: 3449.500977
	Iteration 0F: 3 clusters Score -117734.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -118063.546875 Penalty: 3449.500977
	Iteration 1F: 3 clusters Score -118063.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -118169.570312 Penalty: 3449.500977
	Iteration 2F: 3 clusters Score -118169.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -118240.937500 Penalty: 3449.500977
	Iteration 3Q: 3 clusters Score -118240.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -118363.789062 Penalty: 3449.500977
	Iteration 4Q: 3 clusters Score -118363.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -118516.773438 Penalty: 3449.500977
	Iteration 5Q: 3 clusters Score -118516.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -118660.062500 Penalty: 3449.500977
	Iteration 6Q: 3 clusters Score -118660.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -118845.757812 Penalty: 3449.500977
	Iteration 7Q: 3 clusters Score -118845.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -119028.945312 Penalty: 3449.500977
	Iteration 8Q: 3 clusters Score -119028.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -119159.578125 Penalty: 3449.500977
	Iteration 9Q: 3 clusters Score -119159.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -119290.195312 Penalty: 3449.500977
	Iteration 10Q: 3 clusters Score -119290.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -119510.500000 Penalty: 3449.500977
	Iteration 11Q: 3 clusters Score -119510.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -119632.125000 Penalty: 3449.500977
	Iteration 12Q: 3 clusters Score -119632.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -119654.898438 Penalty: 3449.500977
	Iteration 13Q: 3 clusters Score -119654.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -119670.296875 Penalty: 3449.500977
	Iteration 14Q: 3 clusters Score -119670.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -119682.460938 Penalty: 3449.500977
	Iteration 15Q: 3 clusters Score -119682.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -119691.796875 Penalty: 3449.500977
	Iteration 16Q: 3 clusters Score -119691.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -119695.820312 Penalty: 3449.500977
	Iteration 17Q: 3 clusters Score -119695.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -119699.625000 Penalty: 3449.500977
	Iteration 18Q: 3 clusters Score -119699.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -119705.062500 Penalty: 3449.500977
	Iteration 19Q: 3 clusters Score -119705.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -119712.382812 Penalty: 3449.500977
	Iteration 20F: 3 clusters Score -119712.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -119719.304688 Penalty: 3449.500977
	Iteration 21Q: 3 clusters Score -119719.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -119720.570312 Penalty: 3449.500977
	Iteration 22Q: 3 clusters Score -119720.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -119722.914062 Penalty: 3449.500977
	Iteration 23Q: 3 clusters Score -119722.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -119722.914062 Penalty: 3449.500977
	Iteration 24F: 3 clusters Score -119722.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 522 members 
Mstep: Class 3 contains 17284 members 
Mstep: Class 4 contains 10506 members 
Mstep: Class 5 contains 30738 members 
Mstep: Class 6 contains 199037 members 
Mstep: Class 7 contains 16636 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44110 members 
Mstep: Class 10 contains 9439 members 
Mstep: Class 11 contains 19001 members 
Mstep: Class 12 contains 81755 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 65555 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 224767 members 
Mstep: Class 17 contains 198454 members 
Mstep: Class 18 contains 16507 members 
Mstep: Class 19 contains 11299 members 
Mstep: Class 20 contains 209182 members 
Mstep: Class 21 contains 2843 members 
Mstep: Class 22 contains 3710 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1928 members 
Mstep: Class 25 contains 10744 members 
Mstep: Class 26 contains 20017 members 
Mstep: Class 27 contains 3982 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 526 members 
Entering Unmasked Estep 
Score: -154549680.000000 Penalty: 101103.531250
Splitting cluster 2 changes total score from -154551968.000000 to -154549680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (17284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Entering Unmasked Estep 
Score: -2127766.750000 Penalty: 2419.869141
	Iteration 0F: 2 clusters Score -2127767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2115443.500000 Penalty: 4839.738281
	Iteration 0F: 3 clusters Score -2115444 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2119310.000000 Penalty: 4839.738281
	Iteration 1F: 3 clusters Score -2119310 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2119686.000000 Penalty: 4839.738281
	Iteration 2F: 3 clusters Score -2119686 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2119959.750000 Penalty: 4839.738281
	Iteration 3Q: 3 clusters Score -2119960 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2120212.000000 Penalty: 4839.738281
	Iteration 4Q: 3 clusters Score -2120212 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2120443.500000 Penalty: 4839.738281
	Iteration 5Q: 3 clusters Score -2120444 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2120738.250000 Penalty: 4839.738281
	Iteration 6Q: 3 clusters Score -2120738 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2121110.000000 Penalty: 4839.738281
	Iteration 7Q: 3 clusters Score -2121110 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2121632.500000 Penalty: 4839.738281
	Iteration 8F: 3 clusters Score -2121632 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2122273.250000 Penalty: 4839.738281
	Iteration 9F: 3 clusters Score -2122273 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2123023.500000 Penalty: 4839.738281
	Iteration 10F: 3 clusters Score -2123024 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2123791.500000 Penalty: 4839.738281
	Iteration 11F: 3 clusters Score -2123792 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2124428.750000 Penalty: 4839.738281
	Iteration 12Q: 3 clusters Score -2124429 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2124882.500000 Penalty: 4839.738281
	Iteration 13Q: 3 clusters Score -2124882 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2125183.500000 Penalty: 4839.738281
	Iteration 14Q: 3 clusters Score -2125184 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2125354.250000 Penalty: 4839.738281
	Iteration 15Q: 3 clusters Score -2125354 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2125458.000000 Penalty: 4839.738281
	Iteration 16Q: 3 clusters Score -2125458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2125520.000000 Penalty: 4839.738281
	Iteration 17Q: 3 clusters Score -2125520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2125548.250000 Penalty: 4839.738281
	Iteration 18Q: 3 clusters Score -2125548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2125569.500000 Penalty: 4839.738281
	Iteration 19Q: 3 clusters Score -2125570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2125582.500000 Penalty: 4839.738281
	Iteration 20F: 3 clusters Score -2125582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2125593.250000 Penalty: 4839.738281
	Iteration 21Q: 3 clusters Score -2125593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2125600.500000 Penalty: 4839.738281
	Iteration 22Q: 3 clusters Score -2125600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2125607.500000 Penalty: 4839.738281
	Iteration 23Q: 3 clusters Score -2125608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2125612.000000 Penalty: 4839.738281
	Iteration 24Q: 3 clusters Score -2125612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2125616.000000 Penalty: 4839.738281
	Iteration 25Q: 3 clusters Score -2125616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2125617.500000 Penalty: 4839.738281
	Iteration 26Q: 3 clusters Score -2125618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2125618.500000 Penalty: 4839.738281
	Iteration 27Q: 3 clusters Score -2125618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2125618.500000 Penalty: 4839.738281
	Iteration 28F: 3 clusters Score -2125618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Entering Unmasked Estep 
Score: -1248119.250000 Penalty: 2296.406006
	Iteration 0F: 2 clusters Score -1248119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1240148.750000 Penalty: 4592.812012
	Iteration 0F: 3 clusters Score -1240149 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1242566.375000 Penalty: 4592.812012
	Iteration 1F: 3 clusters Score -1242566 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1242878.875000 Penalty: 4592.812012
	Iteration 2F: 3 clusters Score -1242879 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1243140.125000 Penalty: 4592.812012
	Iteration 3F: 3 clusters Score -1243140 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1243346.125000 Penalty: 4592.812012
	Iteration 4Q: 3 clusters Score -1243346 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1243539.500000 Penalty: 4592.812012
	Iteration 5Q: 3 clusters Score -1243540 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1243738.625000 Penalty: 4592.812012
	Iteration 6Q: 3 clusters Score -1243739 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1243948.125000 Penalty: 4592.812012
	Iteration 7Q: 3 clusters Score -1243948 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1244207.125000 Penalty: 4592.812012
	Iteration 8Q: 3 clusters Score -1244207 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1244548.500000 Penalty: 4592.812012
	Iteration 9Q: 3 clusters Score -1244548 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1244888.875000 Penalty: 4592.812012
	Iteration 10Q: 3 clusters Score -1244889 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1245194.250000 Penalty: 4592.812012
	Iteration 11Q: 3 clusters Score -1245194 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1245421.875000 Penalty: 4592.812012
	Iteration 12Q: 3 clusters Score -1245422 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1245593.500000 Penalty: 4592.812012
	Iteration 13Q: 3 clusters Score -1245594 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1245700.750000 Penalty: 4592.812012
	Iteration 14Q: 3 clusters Score -1245701 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1245767.875000 Penalty: 4592.812012
	Iteration 15Q: 3 clusters Score -1245768 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1245823.750000 Penalty: 4592.812012
	Iteration 16Q: 3 clusters Score -1245824 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1245851.750000 Penalty: 4592.812012
	Iteration 17Q: 3 clusters Score -1245852 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1245874.750000 Penalty: 4592.812012
	Iteration 18Q: 3 clusters Score -1245875 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1245893.625000 Penalty: 4592.812012
	Iteration 19Q: 3 clusters Score -1245894 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1245914.375000 Penalty: 4592.812012
	Iteration 20F: 3 clusters Score -1245914 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1245922.250000 Penalty: 4592.812012
	Iteration 21Q: 3 clusters Score -1245922 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1245933.625000 Penalty: 4592.812012
	Iteration 22Q: 3 clusters Score -1245934 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1245941.000000 Penalty: 4592.812012
	Iteration 23Q: 3 clusters Score -1245941 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1245955.750000 Penalty: 4592.812012
	Iteration 24Q: 3 clusters Score -1245956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1245960.375000 Penalty: 4592.812012
	Iteration 25Q: 3 clusters Score -1245960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1245964.000000 Penalty: 4592.812012
	Iteration 26Q: 3 clusters Score -1245964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1245966.125000 Penalty: 4592.812012
	Iteration 27Q: 3 clusters Score -1245966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1245966.750000 Penalty: 4592.812012
	Iteration 28Q: 3 clusters Score -1245967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1245971.375000 Penalty: 4592.812012
	Iteration 29Q: 3 clusters Score -1245971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1245969.375000 Penalty: 4592.812012
	Iteration 30Q: 3 clusters Score -1245969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1245970.625000 Penalty: 4592.812012
	Iteration 31Q: 3 clusters Score -1245971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1245970.875000 Penalty: 4592.812012
	Iteration 32Q: 3 clusters Score -1245971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1245974.500000 Penalty: 4592.812012
	Iteration 33Q: 3 clusters Score -1245974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1245976.250000 Penalty: 4592.812012
	Iteration 34Q: 3 clusters Score -1245976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1245977.125000 Penalty: 4592.812012
	Iteration 35Q: 3 clusters Score -1245977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1245978.625000 Penalty: 4592.812012
	Iteration 36Q: 3 clusters Score -1245979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1245976.875000 Penalty: 4592.812012
	Iteration 37Q: 3 clusters Score -1245977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1245976.750000 Penalty: 4592.812012
	Iteration 38Q: 3 clusters Score -1245977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1245978.000000 Penalty: 4592.812012
	Iteration 39Q: 3 clusters Score -1245978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1245976.500000 Penalty: 4592.812012
	Iteration 40F: 3 clusters Score -1245976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1245974.875000 Penalty: 4592.812012
	Iteration 41Q: 3 clusters Score -1245975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1245980.250000 Penalty: 4592.812012
	Iteration 42Q: 3 clusters Score -1245980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1245980.750000 Penalty: 4592.812012
	Iteration 43Q: 3 clusters Score -1245981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1245979.250000 Penalty: 4592.812012
	Iteration 44Q: 3 clusters Score -1245979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1245981.750000 Penalty: 4592.812012
	Iteration 45Q: 3 clusters Score -1245982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1245982.250000 Penalty: 4592.812012
	Iteration 46Q: 3 clusters Score -1245982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1245983.000000 Penalty: 4592.812012
	Iteration 47Q: 3 clusters Score -1245983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1245983.500000 Penalty: 4592.812012
	Iteration 48Q: 3 clusters Score -1245984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1245983.500000 Penalty: 4592.812012
	Iteration 49F: 3 clusters Score -1245984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Entering Unmasked Estep 
Score: -3890807.250000 Penalty: 2562.647217
	Iteration 0F: 2 clusters Score -3890807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -3869823.750000 Penalty: 5125.294434
	Iteration 0F: 3 clusters Score -3869824 nChanged 13811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -3877206.250000 Penalty: 5125.294434
	Iteration 1F: 3 clusters Score -3877206 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -3877714.500000 Penalty: 5125.294434
	Iteration 2Q: 3 clusters Score -3877714 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -3878326.250000 Penalty: 5125.294434
	Iteration 3Q: 3 clusters Score -3878326 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -3879162.500000 Penalty: 5125.294434
	Iteration 4F: 3 clusters Score -3879162 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -3880363.750000 Penalty: 5125.294434
	Iteration 5F: 3 clusters Score -3880364 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -3882076.000000 Penalty: 5125.294434
	Iteration 6F: 3 clusters Score -3882076 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3884121.250000 Penalty: 5125.294434
	Iteration 7F: 3 clusters Score -3884121 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3885951.250000 Penalty: 5125.294434
	Iteration 8F: 3 clusters Score -3885951 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -3887251.250000 Penalty: 5125.294434
	Iteration 9Q: 3 clusters Score -3887251 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -3888024.750000 Penalty: 5125.294434
	Iteration 10Q: 3 clusters Score -3888025 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -3888403.500000 Penalty: 5125.294434
	Iteration 11Q: 3 clusters Score -3888404 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -3888572.000000 Penalty: 5125.294434
	Iteration 12Q: 3 clusters Score -3888572 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -3888682.750000 Penalty: 5125.294434
	Iteration 13Q: 3 clusters Score -3888683 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -3888748.750000 Penalty: 5125.294434
	Iteration 14Q: 3 clusters Score -3888749 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -3888784.750000 Penalty: 5125.294434
	Iteration 15Q: 3 clusters Score -3888785 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -3888821.500000 Penalty: 5125.294434
	Iteration 16Q: 3 clusters Score -3888822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -3888825.250000 Penalty: 5125.294434
	Iteration 17Q: 3 clusters Score -3888825 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -3888841.750000 Penalty: 5125.294434
	Iteration 18Q: 3 clusters Score -3888842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -3888845.750000 Penalty: 5125.294434
	Iteration 19Q: 3 clusters Score -3888846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -3888843.500000 Penalty: 5125.294434
	Iteration 20F: 3 clusters Score -3888844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -3888845.250000 Penalty: 5125.294434
	Iteration 21Q: 3 clusters Score -3888845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -3888850.750000 Penalty: 5125.294434
	Iteration 22Q: 3 clusters Score -3888851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -3888850.750000 Penalty: 5125.294434
	Iteration 23Q: 3 clusters Score -3888851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -3888853.250000 Penalty: 5125.294434
	Iteration 24Q: 3 clusters Score -3888853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -3888853.250000 Penalty: 5125.294434
	Iteration 25Q: 3 clusters Score -3888853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -3888850.750000 Penalty: 5125.294434
	Iteration 26Q: 3 clusters Score -3888851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -3888854.250000 Penalty: 5125.294434
	Iteration 27Q: 3 clusters Score -3888854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -3888858.750000 Penalty: 5125.294434
	Iteration 28Q: 3 clusters Score -3888859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -3888854.000000 Penalty: 5125.294434
	Iteration 29Q: 3 clusters Score -3888854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -3888852.250000 Penalty: 5125.294434
	Iteration 30Q: 3 clusters Score -3888852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -3888856.750000 Penalty: 5125.294434
	Iteration 31Q: 3 clusters Score -3888857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -3888853.750000 Penalty: 5125.294434
	Iteration 32Q: 3 clusters Score -3888854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -3888858.500000 Penalty: 5125.294434
	Iteration 33Q: 3 clusters Score -3888858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -3888858.500000 Penalty: 5125.294434
	Iteration 34Q: 3 clusters Score -3888858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -3888860.750000 Penalty: 5125.294434
	Iteration 35Q: 3 clusters Score -3888861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -3888860.750000 Penalty: 5125.294434
	Iteration 36F: 3 clusters Score -3888861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (199037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199037 members 
Entering Unmasked Estep 
Score: -24934150.000000 Penalty: 3025.909180
	Iteration 0F: 2 clusters Score -2.493415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99648 members 
Mstep: Class 2 contains 99389 members 
Entering Unmasked Estep 
Score: -24809266.000000 Penalty: 6051.818359
	Iteration 0F: 3 clusters Score -2.480927e+07 nChanged 95705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100209 members 
Mstep: Class 2 contains 98828 members 
Entering Unmasked Estep 
Score: -24865428.000000 Penalty: 6051.818359
	Iteration 1F: 3 clusters Score -2.486543e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100871 members 
Mstep: Class 2 contains 98166 members 
Entering Unmasked Estep 
Score: -24866642.000000 Penalty: 6051.818359
	Iteration 2Q: 3 clusters Score -2.486664e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101779 members 
Mstep: Class 2 contains 97258 members 
Entering Unmasked Estep 
Score: -24868054.000000 Penalty: 6051.818359
	Iteration 3Q: 3 clusters Score -2.486805e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103063 members 
Mstep: Class 2 contains 95974 members 
Entering Unmasked Estep 
Score: -24869668.000000 Penalty: 6051.818359
	Iteration 4Q: 3 clusters Score -2.486967e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104979 members 
Mstep: Class 2 contains 94058 members 
Entering Unmasked Estep 
Score: -24871438.000000 Penalty: 6051.818359
	Iteration 5Q: 3 clusters Score -2.487144e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107734 members 
Mstep: Class 2 contains 91303 members 
Entering Unmasked Estep 
Score: -24873488.000000 Penalty: 6051.818359
	Iteration 6Q: 3 clusters Score -2.487349e+07 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111742 members 
Mstep: Class 2 contains 87295 members 
Entering Unmasked Estep 
Score: -24876072.000000 Penalty: 6051.818359
	Iteration 7Q: 3 clusters Score -2.487607e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117464 members 
Mstep: Class 2 contains 81573 members 
Entering Unmasked Estep 
Score: -24879682.000000 Penalty: 6051.818359
	Iteration 8Q: 3 clusters Score -2.487968e+07 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125263 members 
Mstep: Class 2 contains 73774 members 
Entering Unmasked Estep 
Score: -24885060.000000 Penalty: 6051.818359
	Iteration 9F: 3 clusters Score -2.488506e+07 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134814 members 
Mstep: Class 2 contains 64223 members 
Entering Unmasked Estep 
Score: -24892934.000000 Penalty: 6051.818359
	Iteration 10F: 3 clusters Score -2.489293e+07 nChanged 11992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144994 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -24902736.000000 Penalty: 6051.818359
	Iteration 11F: 3 clusters Score -2.490274e+07 nChanged 11195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153875 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -24911926.000000 Penalty: 6051.818359
	Iteration 12F: 3 clusters Score -2.491193e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160216 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -24918744.000000 Penalty: 6051.818359
	Iteration 13Q: 3 clusters Score -2.491874e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164702 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -24922866.000000 Penalty: 6051.818359
	Iteration 14Q: 3 clusters Score -2.492287e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168158 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -24925202.000000 Penalty: 6051.818359
	Iteration 15Q: 3 clusters Score -2.49252e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170902 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -24926492.000000 Penalty: 6051.818359
	Iteration 16Q: 3 clusters Score -2.492649e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173131 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -24927318.000000 Penalty: 6051.818359
	Iteration 17Q: 3 clusters Score -2.492732e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175183 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -24927950.000000 Penalty: 6051.818359
	Iteration 18Q: 3 clusters Score -2.492795e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177021 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -24928358.000000 Penalty: 6051.818359
	Iteration 19Q: 3 clusters Score -2.492836e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178642 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -24928678.000000 Penalty: 6051.818359
	Iteration 20F: 3 clusters Score -2.492868e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180075 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -24928996.000000 Penalty: 6051.818359
	Iteration 21Q: 3 clusters Score -2.4929e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181419 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -24928982.000000 Penalty: 6051.818359
	Iteration 22Q: 3 clusters Score -2.492898e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182723 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -24929158.000000 Penalty: 6051.818359
	Iteration 23Q: 3 clusters Score -2.492916e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183938 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -24929290.000000 Penalty: 6051.818359
	Iteration 24Q: 3 clusters Score -2.492929e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185102 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -24929544.000000 Penalty: 6051.818359
	Iteration 25Q: 3 clusters Score -2.492954e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186184 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -24929682.000000 Penalty: 6051.818359
	Iteration 26Q: 3 clusters Score -2.492968e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187175 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -24929730.000000 Penalty: 6051.818359
	Iteration 27Q: 3 clusters Score -2.492973e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188039 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -24929800.000000 Penalty: 6051.818359
	Iteration 28Q: 3 clusters Score -2.49298e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188849 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -24929972.000000 Penalty: 6051.818359
	Iteration 29Q: 3 clusters Score -2.492997e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189607 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -24930124.000000 Penalty: 6051.818359
	Iteration 30Q: 3 clusters Score -2.493012e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190306 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -24930262.000000 Penalty: 6051.818359
	Iteration 31Q: 3 clusters Score -2.493026e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190983 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -24930470.000000 Penalty: 6051.818359
	Iteration 32Q: 3 clusters Score -2.493047e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191591 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -24930502.000000 Penalty: 6051.818359
	Iteration 33Q: 3 clusters Score -2.49305e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192177 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -24930630.000000 Penalty: 6051.818359
	Iteration 34Q: 3 clusters Score -2.493063e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192706 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -24930714.000000 Penalty: 6051.818359
	Iteration 35Q: 3 clusters Score -2.493071e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193185 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -24930806.000000 Penalty: 6051.818359
	Iteration 36Q: 3 clusters Score -2.493081e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193612 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -24930932.000000 Penalty: 6051.818359
	Iteration 37Q: 3 clusters Score -2.493093e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193980 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -24931008.000000 Penalty: 6051.818359
	Iteration 38Q: 3 clusters Score -2.493101e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194325 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -24931186.000000 Penalty: 6051.818359
	Iteration 39Q: 3 clusters Score -2.493119e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194620 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -24931234.000000 Penalty: 6051.818359
	Iteration 40F: 3 clusters Score -2.493123e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194881 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -24931292.000000 Penalty: 6051.818359
	Iteration 41Q: 3 clusters Score -2.493129e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195109 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -24931372.000000 Penalty: 6051.818359
	Iteration 42Q: 3 clusters Score -2.493137e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195295 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -24931420.000000 Penalty: 6051.818359
	Iteration 43Q: 3 clusters Score -2.493142e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195463 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -24931424.000000 Penalty: 6051.818359
	Iteration 44Q: 3 clusters Score -2.493142e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195616 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -24931476.000000 Penalty: 6051.818359
	Iteration 45Q: 3 clusters Score -2.493148e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195738 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -24931586.000000 Penalty: 6051.818359
	Iteration 46Q: 3 clusters Score -2.493159e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195842 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -24931598.000000 Penalty: 6051.818359
	Iteration 47Q: 3 clusters Score -2.49316e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195924 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -24931634.000000 Penalty: 6051.818359
	Iteration 48Q: 3 clusters Score -2.493163e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196013 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -24931688.000000 Penalty: 6051.818359
	Iteration 49Q: 3 clusters Score -2.493169e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196092 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -24931730.000000 Penalty: 6051.818359
	Iteration 50Q: 3 clusters Score -2.493173e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196160 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -24931748.000000 Penalty: 6051.818359
	Iteration 51Q: 3 clusters Score -2.493175e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196226 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -24931760.000000 Penalty: 6051.818359
	Iteration 52Q: 3 clusters Score -2.493176e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196277 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -24931796.000000 Penalty: 6051.818359
	Iteration 53Q: 3 clusters Score -2.49318e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196320 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -24931810.000000 Penalty: 6051.818359
	Iteration 54Q: 3 clusters Score -2.493181e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196360 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -24931812.000000 Penalty: 6051.818359
	Iteration 55Q: 3 clusters Score -2.493181e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196389 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -24931864.000000 Penalty: 6051.818359
	Iteration 56Q: 3 clusters Score -2.493186e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196411 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -24931864.000000 Penalty: 6051.818359
	Iteration 57Q: 3 clusters Score -2.493186e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196435 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -24931856.000000 Penalty: 6051.818359
	Iteration 58Q: 3 clusters Score -2.493186e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196453 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -24931838.000000 Penalty: 6051.818359
	Iteration 59Q: 3 clusters Score -2.493184e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196477 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -24931866.000000 Penalty: 6051.818359
	Iteration 60F: 3 clusters Score -2.493187e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196503 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -24931852.000000 Penalty: 6051.818359
	Iteration 61Q: 3 clusters Score -2.493185e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196526 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -24931882.000000 Penalty: 6051.818359
	Iteration 62Q: 3 clusters Score -2.493188e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196541 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -24931872.000000 Penalty: 6051.818359
	Iteration 63Q: 3 clusters Score -2.493187e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196558 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -24931868.000000 Penalty: 6051.818359
	Iteration 64Q: 3 clusters Score -2.493187e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196570 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -24931856.000000 Penalty: 6051.818359
	Iteration 65Q: 3 clusters Score -2.493186e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196576 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -24931870.000000 Penalty: 6051.818359
	Iteration 66Q: 3 clusters Score -2.493187e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196594 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -24931894.000000 Penalty: 6051.818359
	Iteration 67Q: 3 clusters Score -2.493189e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196612 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -24931900.000000 Penalty: 6051.818359
	Iteration 68Q: 3 clusters Score -2.49319e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196625 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -24931908.000000 Penalty: 6051.818359
	Iteration 69Q: 3 clusters Score -2.493191e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196642 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -24931892.000000 Penalty: 6051.818359
	Iteration 70Q: 3 clusters Score -2.493189e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196655 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -24931882.000000 Penalty: 6051.818359
	Iteration 71Q: 3 clusters Score -2.493188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196665 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -24931900.000000 Penalty: 6051.818359
	Iteration 72Q: 3 clusters Score -2.49319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196676 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -24931906.000000 Penalty: 6051.818359
	Iteration 73Q: 3 clusters Score -2.493191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196683 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -24931886.000000 Penalty: 6051.818359
	Iteration 74Q: 3 clusters Score -2.493189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196690 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -24931906.000000 Penalty: 6051.818359
	Iteration 75Q: 3 clusters Score -2.493191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196696 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -24931916.000000 Penalty: 6051.818359
	Iteration 76Q: 3 clusters Score -2.493192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196699 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -24931910.000000 Penalty: 6051.818359
	Iteration 77Q: 3 clusters Score -2.493191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196703 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -24931910.000000 Penalty: 6051.818359
	Iteration 78Q: 3 clusters Score -2.493191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196704 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -24931906.000000 Penalty: 6051.818359
	Iteration 79Q: 3 clusters Score -2.493191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196710 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -24931896.000000 Penalty: 6051.818359
	Iteration 80F: 3 clusters Score -2.49319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196713 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -24931900.000000 Penalty: 6051.818359
	Iteration 81Q: 3 clusters Score -2.49319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196717 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -24931892.000000 Penalty: 6051.818359
	Iteration 82Q: 3 clusters Score -2.493189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196718 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -24931886.000000 Penalty: 6051.818359
	Iteration 83Q: 3 clusters Score -2.493189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196721 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -24931894.000000 Penalty: 6051.818359
	Iteration 84Q: 3 clusters Score -2.493189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196728 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -24931888.000000 Penalty: 6051.818359
	Iteration 85Q: 3 clusters Score -2.493189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196735 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -24931892.000000 Penalty: 6051.818359
	Iteration 86Q: 3 clusters Score -2.493189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196738 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -24931886.000000 Penalty: 6051.818359
	Iteration 87Q: 3 clusters Score -2.493189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196747 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -24931904.000000 Penalty: 6051.818359
	Iteration 88Q: 3 clusters Score -2.49319e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196754 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -24931920.000000 Penalty: 6051.818359
	Iteration 89Q: 3 clusters Score -2.493192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196761 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -24931906.000000 Penalty: 6051.818359
	Iteration 90Q: 3 clusters Score -2.493191e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196771 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -24931906.000000 Penalty: 6051.818359
	Iteration 91Q: 3 clusters Score -2.493191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196778 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -24931906.000000 Penalty: 6051.818359
	Iteration 92Q: 3 clusters Score -2.493191e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196786 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -24931928.000000 Penalty: 6051.818359
	Iteration 93Q: 3 clusters Score -2.493193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196791 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -24931928.000000 Penalty: 6051.818359
	Iteration 94Q: 3 clusters Score -2.493193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196798 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -24931956.000000 Penalty: 6051.818359
	Iteration 95Q: 3 clusters Score -2.493196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196805 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -24931944.000000 Penalty: 6051.818359
	Iteration 96Q: 3 clusters Score -2.493194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196806 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -24931944.000000 Penalty: 6051.818359
	Iteration 97Q: 3 clusters Score -2.493194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196806 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -24931940.000000 Penalty: 6051.818359
	Iteration 98Q: 3 clusters Score -2.493194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196807 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -24931938.000000 Penalty: 6051.818359
	Iteration 99Q: 3 clusters Score -2.493194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196807 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -24931938.000000 Penalty: 6051.818359
	Iteration 100F: 3 clusters Score -2.493194e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Entering Unmasked Estep 
Score: -2086027.625000 Penalty: 2410.392334
	Iteration 0F: 2 clusters Score -2086028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2074087.000000 Penalty: 4820.784668
	Iteration 0F: 3 clusters Score -2074087 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2077988.000000 Penalty: 4820.784668
	Iteration 1F: 3 clusters Score -2077988 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2078373.250000 Penalty: 4820.784668
	Iteration 2F: 3 clusters Score -2078373 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2078670.125000 Penalty: 4820.784668
	Iteration 3Q: 3 clusters Score -2078670 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2078993.500000 Penalty: 4820.784668
	Iteration 4Q: 3 clusters Score -2078994 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2079299.625000 Penalty: 4820.784668
	Iteration 5Q: 3 clusters Score -2079300 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2079558.375000 Penalty: 4820.784668
	Iteration 6Q: 3 clusters Score -2079558 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2079821.750000 Penalty: 4820.784668
	Iteration 7Q: 3 clusters Score -2079822 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2080057.500000 Penalty: 4820.784668
	Iteration 8Q: 3 clusters Score -2080058 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2080322.250000 Penalty: 4820.784668
	Iteration 9Q: 3 clusters Score -2080322 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2080597.375000 Penalty: 4820.784668
	Iteration 10Q: 3 clusters Score -2080597 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2080871.375000 Penalty: 4820.784668
	Iteration 11Q: 3 clusters Score -2080871 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2081117.375000 Penalty: 4820.784668
	Iteration 12Q: 3 clusters Score -2081117 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2081379.375000 Penalty: 4820.784668
	Iteration 13Q: 3 clusters Score -2081379 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2081597.375000 Penalty: 4820.784668
	Iteration 14Q: 3 clusters Score -2081597 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2081803.875000 Penalty: 4820.784668
	Iteration 15Q: 3 clusters Score -2081804 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2081968.875000 Penalty: 4820.784668
	Iteration 16Q: 3 clusters Score -2081969 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2082089.625000 Penalty: 4820.784668
	Iteration 17Q: 3 clusters Score -2082090 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2082173.125000 Penalty: 4820.784668
	Iteration 18Q: 3 clusters Score -2082173 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2082220.875000 Penalty: 4820.784668
	Iteration 19Q: 3 clusters Score -2082221 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2082254.625000 Penalty: 4820.784668
	Iteration 20F: 3 clusters Score -2082255 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2082283.500000 Penalty: 4820.784668
	Iteration 21Q: 3 clusters Score -2082284 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2082302.125000 Penalty: 4820.784668
	Iteration 22Q: 3 clusters Score -2082302 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2082318.125000 Penalty: 4820.784668
	Iteration 23Q: 3 clusters Score -2082318 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2082335.375000 Penalty: 4820.784668
	Iteration 24Q: 3 clusters Score -2082335 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2082357.875000 Penalty: 4820.784668
	Iteration 25Q: 3 clusters Score -2082358 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2082369.125000 Penalty: 4820.784668
	Iteration 26Q: 3 clusters Score -2082369 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2082386.625000 Penalty: 4820.784668
	Iteration 27Q: 3 clusters Score -2082387 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2082397.875000 Penalty: 4820.784668
	Iteration 28Q: 3 clusters Score -2082398 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2082410.875000 Penalty: 4820.784668
	Iteration 29Q: 3 clusters Score -2082411 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2082425.875000 Penalty: 4820.784668
	Iteration 30Q: 3 clusters Score -2082426 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2082431.875000 Penalty: 4820.784668
	Iteration 31Q: 3 clusters Score -2082432 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2082445.875000 Penalty: 4820.784668
	Iteration 32Q: 3 clusters Score -2082446 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2082459.500000 Penalty: 4820.784668
	Iteration 33Q: 3 clusters Score -2082460 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2082468.375000 Penalty: 4820.784668
	Iteration 34Q: 3 clusters Score -2082468 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2082478.625000 Penalty: 4820.784668
	Iteration 35Q: 3 clusters Score -2082479 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2082489.625000 Penalty: 4820.784668
	Iteration 36Q: 3 clusters Score -2082490 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2082505.750000 Penalty: 4820.784668
	Iteration 37Q: 3 clusters Score -2082506 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2082518.875000 Penalty: 4820.784668
	Iteration 38Q: 3 clusters Score -2082519 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2082520.750000 Penalty: 4820.784668
	Iteration 39Q: 3 clusters Score -2082521 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2082531.875000 Penalty: 4820.784668
	Iteration 40F: 3 clusters Score -2082532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2082536.125000 Penalty: 4820.784668
	Iteration 41Q: 3 clusters Score -2082536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2082533.875000 Penalty: 4820.784668
	Iteration 42Q: 3 clusters Score -2082534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2082546.875000 Penalty: 4820.784668
	Iteration 43Q: 3 clusters Score -2082547 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2082557.250000 Penalty: 4820.784668
	Iteration 44Q: 3 clusters Score -2082557 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2082558.125000 Penalty: 4820.784668
	Iteration 45Q: 3 clusters Score -2082558 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2082564.875000 Penalty: 4820.784668
	Iteration 46Q: 3 clusters Score -2082565 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2082574.625000 Penalty: 4820.784668
	Iteration 47Q: 3 clusters Score -2082575 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2082586.625000 Penalty: 4820.784668
	Iteration 48Q: 3 clusters Score -2082587 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2082596.250000 Penalty: 4820.784668
	Iteration 49Q: 3 clusters Score -2082596 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2082604.750000 Penalty: 4820.784668
	Iteration 50Q: 3 clusters Score -2082605 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2082615.750000 Penalty: 4820.784668
	Iteration 51Q: 3 clusters Score -2082616 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2082632.750000 Penalty: 4820.784668
	Iteration 52Q: 3 clusters Score -2082633 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2082642.250000 Penalty: 4820.784668
	Iteration 53Q: 3 clusters Score -2082642 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2082654.375000 Penalty: 4820.784668
	Iteration 54Q: 3 clusters Score -2082654 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2082663.500000 Penalty: 4820.784668
	Iteration 55Q: 3 clusters Score -2082664 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2082673.625000 Penalty: 4820.784668
	Iteration 56Q: 3 clusters Score -2082674 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2082691.500000 Penalty: 4820.784668
	Iteration 57Q: 3 clusters Score -2082692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2082700.500000 Penalty: 4820.784668
	Iteration 58Q: 3 clusters Score -2082700 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2082727.625000 Penalty: 4820.784668
	Iteration 59Q: 3 clusters Score -2082728 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2082751.000000 Penalty: 4820.784668
	Iteration 60F: 3 clusters Score -2082751 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2082782.750000 Penalty: 4820.784668
	Iteration 61Q: 3 clusters Score -2082783 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2082802.375000 Penalty: 4820.784668
	Iteration 62Q: 3 clusters Score -2082802 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2082818.625000 Penalty: 4820.784668
	Iteration 63Q: 3 clusters Score -2082819 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -2082838.000000 Penalty: 4820.784668
	Iteration 64Q: 3 clusters Score -2082838 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2082852.625000 Penalty: 4820.784668
	Iteration 65Q: 3 clusters Score -2082853 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2082857.625000 Penalty: 4820.784668
	Iteration 66Q: 3 clusters Score -2082858 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2082871.625000 Penalty: 4820.784668
	Iteration 67Q: 3 clusters Score -2082872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2082876.125000 Penalty: 4820.784668
	Iteration 68Q: 3 clusters Score -2082876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2082878.125000 Penalty: 4820.784668
	Iteration 69Q: 3 clusters Score -2082878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2082884.125000 Penalty: 4820.784668
	Iteration 70Q: 3 clusters Score -2082884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2082892.250000 Penalty: 4820.784668
	Iteration 71Q: 3 clusters Score -2082892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2082894.000000 Penalty: 4820.784668
	Iteration 72Q: 3 clusters Score -2082894 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2082903.750000 Penalty: 4820.784668
	Iteration 73Q: 3 clusters Score -2082904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2082908.000000 Penalty: 4820.784668
	Iteration 74Q: 3 clusters Score -2082908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2082914.875000 Penalty: 4820.784668
	Iteration 75Q: 3 clusters Score -2082915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2082916.875000 Penalty: 4820.784668
	Iteration 76Q: 3 clusters Score -2082917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2082920.375000 Penalty: 4820.784668
	Iteration 77Q: 3 clusters Score -2082920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2082927.250000 Penalty: 4820.784668
	Iteration 78Q: 3 clusters Score -2082927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2082924.250000 Penalty: 4820.784668
	Iteration 79Q: 3 clusters Score -2082924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2082921.875000 Penalty: 4820.784668
	Iteration 80F: 3 clusters Score -2082922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2082927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2082929.125000 Penalty: 4820.784668
	Iteration 82Q: 3 clusters Score -2082929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2082932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2082930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2082934.875000 Penalty: 4820.784668
	Iteration 85Q: 3 clusters Score -2082935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2082940.000000 Penalty: 4820.784668
	Iteration 86Q: 3 clusters Score -2082940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2082943.500000 Penalty: 4820.784668
	Iteration 87Q: 3 clusters Score -2082944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2082951.250000 Penalty: 4820.784668
	Iteration 88Q: 3 clusters Score -2082951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2082961.250000 Penalty: 4820.784668
	Iteration 89Q: 3 clusters Score -2082961 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2082964.375000 Penalty: 4820.784668
	Iteration 90Q: 3 clusters Score -2082964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2082965 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2082974.125000 Penalty: 4820.784668
	Iteration 92Q: 3 clusters Score -2082974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2082973.875000 Penalty: 4820.784668
	Iteration 93Q: 3 clusters Score -2082974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2082975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2082979 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2082982.125000 Penalty: 4820.784668
	Iteration 96Q: 3 clusters Score -2082982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2082983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2082985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2082987.500000 Penalty: 4820.784668
	Iteration 99Q: 3 clusters Score -2082988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2082987.125000 Penalty: 4820.784668
	Iteration 100F: 3 clusters Score -2082987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2082988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2082990.625000 Penalty: 4820.784668
	Iteration 102Q: 3 clusters Score -2082991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2082988.750000 Penalty: 4820.784668
	Iteration 103Q: 3 clusters Score -2082989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2082991.375000 Penalty: 4820.784668
	Iteration 104Q: 3 clusters Score -2082991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2082997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2082996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2082997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -2083000.500000 Penalty: 4820.784668
	Iteration 108Q: 3 clusters Score -2083000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2083005.750000 Penalty: 4820.784668
	Iteration 109Q: 3 clusters Score -2083006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2083011.375000 Penalty: 4820.784668
	Iteration 110Q: 3 clusters Score -2083011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2083010.250000 Penalty: 4820.784668
	Iteration 111Q: 3 clusters Score -2083010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2083016.125000 Penalty: 4820.784668
	Iteration 112Q: 3 clusters Score -2083016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2083016.875000 Penalty: 4820.784668
	Iteration 113Q: 3 clusters Score -2083017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2083018.375000 Penalty: 4820.784668
	Iteration 114Q: 3 clusters Score -2083018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2083022.875000 Penalty: 4820.784668
	Iteration 115Q: 3 clusters Score -2083023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2083025.000000 Penalty: 4820.784668
	Iteration 116Q: 3 clusters Score -2083025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2083026.875000 Penalty: 4820.784668
	Iteration 117Q: 3 clusters Score -2083027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2083031.000000 Penalty: 4820.784668
	Iteration 118Q: 3 clusters Score -2083031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2083030.250000 Penalty: 4820.784668
	Iteration 119Q: 3 clusters Score -2083030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2083031.750000 Penalty: 4820.784668
	Iteration 120F: 3 clusters Score -2083032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2083034.125000 Penalty: 4820.784668
	Iteration 121Q: 3 clusters Score -2083034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2083042.125000 Penalty: 4820.784668
	Iteration 122Q: 3 clusters Score -2083042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2083043.125000 Penalty: 4820.784668
	Iteration 123Q: 3 clusters Score -2083043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2083047.000000 Penalty: 4820.784668
	Iteration 124Q: 3 clusters Score -2083047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2083046.000000 Penalty: 4820.784668
	Iteration 125Q: 3 clusters Score -2083046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2083047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2083050.625000 Penalty: 4820.784668
	Iteration 127Q: 3 clusters Score -2083051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
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Entering Unmasked Estep 
Score: -2083053.375000 Penalty: 4820.784668
	Iteration 128Q: 3 clusters Score -2083053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2083056.375000 Penalty: 4820.784668
	Iteration 129Q: 3 clusters Score -2083056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2083060.125000 Penalty: 4820.784668
	Iteration 130Q: 3 clusters Score -2083060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2083058.500000 Penalty: 4820.784668
	Iteration 131Q: 3 clusters Score -2083058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2083059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2083061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2083061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2083070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2083079.375000 Penalty: 4820.784668
	Iteration 136Q: 3 clusters Score -2083079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2083087.625000 Penalty: 4820.784668
	Iteration 137Q: 3 clusters Score -2083088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2083090.125000 Penalty: 4820.784668
	Iteration 138Q: 3 clusters Score -2083090 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2083096 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2083104.250000 Penalty: 4820.784668
	Iteration 140F: 3 clusters Score -2083104 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2083112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2083118.250000 Penalty: 4820.784668
	Iteration 142Q: 3 clusters Score -2083118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2083121.500000 Penalty: 4820.784668
	Iteration 143Q: 3 clusters Score -2083122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2083127.625000 Penalty: 4820.784668
	Iteration 144Q: 3 clusters Score -2083128 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2083143.125000 Penalty: 4820.784668
	Iteration 145Q: 3 clusters Score -2083143 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2083158.000000 Penalty: 4820.784668
	Iteration 146Q: 3 clusters Score -2083158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
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Entering Unmasked Estep 
Score: -2083163.125000 Penalty: 4820.784668
	Iteration 147Q: 3 clusters Score -2083163 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2083175.250000 Penalty: 4820.784668
	Iteration 148Q: 3 clusters Score -2083175 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2083188.000000 Penalty: 4820.784668
	Iteration 149Q: 3 clusters Score -2083188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2083203.875000 Penalty: 4820.784668
	Iteration 150Q: 3 clusters Score -2083204 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2083221.375000 Penalty: 4820.784668
	Iteration 151Q: 3 clusters Score -2083221 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2083250.000000 Penalty: 4820.784668
	Iteration 152Q: 3 clusters Score -2083250 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
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Entering Unmasked Estep 
Score: -2083273.875000 Penalty: 4820.784668
	Iteration 153Q: 3 clusters Score -2083274 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
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	Iteration 154Q: 3 clusters Score -2083293 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
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Entering Unmasked Estep 
Score: -2083323.625000 Penalty: 4820.784668
	Iteration 155Q: 3 clusters Score -2083324 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2083349.500000 Penalty: 4820.784668
	Iteration 156Q: 3 clusters Score -2083350 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2083381.625000 Penalty: 4820.784668
	Iteration 157Q: 3 clusters Score -2083382 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2083401.125000 Penalty: 4820.784668
	Iteration 158Q: 3 clusters Score -2083401 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2083425.375000 Penalty: 4820.784668
	Iteration 159Q: 3 clusters Score -2083425 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2083454.500000 Penalty: 4820.784668
	Iteration 160F: 3 clusters Score -2083454 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2083480.625000 Penalty: 4820.784668
	Iteration 161Q: 3 clusters Score -2083481 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2083492.875000 Penalty: 4820.784668
	Iteration 162Q: 3 clusters Score -2083493 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2083512.500000 Penalty: 4820.784668
	Iteration 163Q: 3 clusters Score -2083512 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
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Entering Unmasked Estep 
Score: -2083545.500000 Penalty: 4820.784668
	Iteration 164Q: 3 clusters Score -2083546 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2083574.500000 Penalty: 4820.784668
	Iteration 165Q: 3 clusters Score -2083574 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2083602.375000 Penalty: 4820.784668
	Iteration 166Q: 3 clusters Score -2083602 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2083647.375000 Penalty: 4820.784668
	Iteration 167Q: 3 clusters Score -2083647 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2083687.125000 Penalty: 4820.784668
	Iteration 168Q: 3 clusters Score -2083687 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2083720.500000 Penalty: 4820.784668
	Iteration 169Q: 3 clusters Score -2083720 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2083751.250000 Penalty: 4820.784668
	Iteration 170Q: 3 clusters Score -2083751 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2083775.875000 Penalty: 4820.784668
	Iteration 171Q: 3 clusters Score -2083776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2083794.000000 Penalty: 4820.784668
	Iteration 172Q: 3 clusters Score -2083794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2083808.500000 Penalty: 4820.784668
	Iteration 173Q: 3 clusters Score -2083808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2083826.250000 Penalty: 4820.784668
	Iteration 174Q: 3 clusters Score -2083826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2083838.000000 Penalty: 4820.784668
	Iteration 175Q: 3 clusters Score -2083838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2083846.125000 Penalty: 4820.784668
	Iteration 176Q: 3 clusters Score -2083846 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2083868.375000 Penalty: 4820.784668
	Iteration 177Q: 3 clusters Score -2083868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2083882.500000 Penalty: 4820.784668
	Iteration 178Q: 3 clusters Score -2083882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2083898.000000 Penalty: 4820.784668
	Iteration 179Q: 3 clusters Score -2083898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2083915.875000 Penalty: 4820.784668
	Iteration 180F: 3 clusters Score -2083916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2083924.125000 Penalty: 4820.784668
	Iteration 181Q: 3 clusters Score -2083924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2083933.125000 Penalty: 4820.784668
	Iteration 182Q: 3 clusters Score -2083933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2083939.125000 Penalty: 4820.784668
	Iteration 183Q: 3 clusters Score -2083939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2083943.875000 Penalty: 4820.784668
	Iteration 184Q: 3 clusters Score -2083944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2083947.125000 Penalty: 4820.784668
	Iteration 185Q: 3 clusters Score -2083947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2083952.000000 Penalty: 4820.784668
	Iteration 186Q: 3 clusters Score -2083952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2083951.625000 Penalty: 4820.784668
	Iteration 187Q: 3 clusters Score -2083952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2083953.125000 Penalty: 4820.784668
	Iteration 188Q: 3 clusters Score -2083953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2083961.125000 Penalty: 4820.784668
	Iteration 189Q: 3 clusters Score -2083961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2083960.250000 Penalty: 4820.784668
	Iteration 190Q: 3 clusters Score -2083960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2083962.125000 Penalty: 4820.784668
	Iteration 191Q: 3 clusters Score -2083962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2083962.375000 Penalty: 4820.784668
	Iteration 192Q: 3 clusters Score -2083962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2083962.375000 Penalty: 4820.784668
	Iteration 193Q: 3 clusters Score -2083962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2083965.000000 Penalty: 4820.784668
	Iteration 194Q: 3 clusters Score -2083965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2083967.750000 Penalty: 4820.784668
	Iteration 195Q: 3 clusters Score -2083968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2083972.375000 Penalty: 4820.784668
	Iteration 196Q: 3 clusters Score -2083972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2083978.375000 Penalty: 4820.784668
	Iteration 197Q: 3 clusters Score -2083978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2083980.875000 Penalty: 4820.784668
	Iteration 198Q: 3 clusters Score -2083981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2083986.500000 Penalty: 4820.784668
	Iteration 199Q: 3 clusters Score -2083986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2083989.375000 Penalty: 4820.784668
	Iteration 200F: 3 clusters Score -2083989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2083994.250000 Penalty: 4820.784668
	Iteration 201Q: 3 clusters Score -2083994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2083999.750000 Penalty: 4820.784668
	Iteration 202Q: 3 clusters Score -2084000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2084006.750000 Penalty: 4820.784668
	Iteration 203Q: 3 clusters Score -2084007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2084010.750000 Penalty: 4820.784668
	Iteration 204Q: 3 clusters Score -2084011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2084013.250000 Penalty: 4820.784668
	Iteration 205Q: 3 clusters Score -2084013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2084022.250000 Penalty: 4820.784668
	Iteration 206Q: 3 clusters Score -2084022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2084026.875000 Penalty: 4820.784668
	Iteration 207Q: 3 clusters Score -2084027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2084034.000000 Penalty: 4820.784668
	Iteration 208Q: 3 clusters Score -2084034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2084038.125000 Penalty: 4820.784668
	Iteration 209Q: 3 clusters Score -2084038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2084040.625000 Penalty: 4820.784668
	Iteration 210Q: 3 clusters Score -2084041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2084043.500000 Penalty: 4820.784668
	Iteration 211Q: 3 clusters Score -2084044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2084045.375000 Penalty: 4820.784668
	Iteration 212Q: 3 clusters Score -2084045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2084048.250000 Penalty: 4820.784668
	Iteration 213Q: 3 clusters Score -2084048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2084047.875000 Penalty: 4820.784668
	Iteration 214Q: 3 clusters Score -2084048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2084049.875000 Penalty: 4820.784668
	Iteration 215Q: 3 clusters Score -2084050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2084049.375000 Penalty: 4820.784668
	Iteration 216Q: 3 clusters Score -2084049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2084050.500000 Penalty: 4820.784668
	Iteration 217Q: 3 clusters Score -2084050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2084050.500000 Penalty: 4820.784668
	Iteration 218F: 3 clusters Score -2084050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -80098.945312 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -80098.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -78412.523438 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -78412.52 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -78807.843750 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -78807.84 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -79007.289062 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -79007.29 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -79168.718750 Penalty: 3309.955811
	Iteration 3F: 3 clusters Score -79168.72 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -79310.351562 Penalty: 3309.955811
	Iteration 4F: 3 clusters Score -79310.35 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -79527.000000 Penalty: 3309.955811
	Iteration 5F: 3 clusters Score -79527 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -79853.742188 Penalty: 3309.955811
	Iteration 6F: 3 clusters Score -79853.74 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -80145.281250 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -80145.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -80340.460938 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -80340.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -80638.265625 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -80638.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -80965.804688 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -80965.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -80990.929688 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -80990.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -81026.101562 Penalty: 3309.955811
	Iteration 12Q: 3 clusters Score -81026.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -81029.500000 Penalty: 3309.955811
	Iteration 13Q: 3 clusters Score -81029.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -81029.500000 Penalty: 3309.955811
	Iteration 14F: 3 clusters Score -81029.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17284 members 
Mstep: Class 4 contains 10506 members 
Mstep: Class 5 contains 30738 members 
Mstep: Class 6 contains 199037 members 
Mstep: Class 7 contains 16636 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 44110 members 
Mstep: Class 10 contains 9439 members 
Mstep: Class 11 contains 19001 members 
Mstep: Class 12 contains 81755 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 65555 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 224767 members 
Mstep: Class 17 contains 198454 members 
Mstep: Class 18 contains 16507 members 
Mstep: Class 19 contains 11299 members 
Mstep: Class 20 contains 209182 members 
Mstep: Class 21 contains 2843 members 
Mstep: Class 22 contains 3710 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1928 members 
Mstep: Class 25 contains 10744 members 
Mstep: Class 26 contains 20017 members 
Mstep: Class 27 contains 3982 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 431 members 
Entering Unmasked Estep 
Score: -154550912.000000 Penalty: 101103.531250
Splitting cluster 8 changes total score from -154551968.000000 to -154550912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (44110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Entering Unmasked Estep 
Score: -5339156.500000 Penalty: 2652.221680
	Iteration 0F: 2 clusters Score -5339156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -5309346.500000 Penalty: 5304.443359
	Iteration 0F: 3 clusters Score -5309346 nChanged 20401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -5320781.500000 Penalty: 5304.443359
	Iteration 1F: 3 clusters Score -5320782 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -5321675.500000 Penalty: 5304.443359
	Iteration 2Q: 3 clusters Score -5321676 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -5322833.000000 Penalty: 5304.443359
	Iteration 3F: 3 clusters Score -5322833 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -5324185.000000 Penalty: 5304.443359
	Iteration 4F: 3 clusters Score -5324185 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -5325560.500000 Penalty: 5304.443359
	Iteration 5F: 3 clusters Score -5325560 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -5327045.000000 Penalty: 5304.443359
	Iteration 6F: 3 clusters Score -5327045 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -5328404.500000 Penalty: 5304.443359
	Iteration 7F: 3 clusters Score -5328404 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -5329749.000000 Penalty: 5304.443359
	Iteration 8Q: 3 clusters Score -5329749 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -5330978.000000 Penalty: 5304.443359
	Iteration 9Q: 3 clusters Score -5330978 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -5332106.500000 Penalty: 5304.443359
	Iteration 10Q: 3 clusters Score -5332106 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -5333145.500000 Penalty: 5304.443359
	Iteration 11Q: 3 clusters Score -5333146 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -5333956.500000 Penalty: 5304.443359
	Iteration 12Q: 3 clusters Score -5333956 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -5334712.500000 Penalty: 5304.443359
	Iteration 13Q: 3 clusters Score -5334712 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -5335352.500000 Penalty: 5304.443359
	Iteration 14Q: 3 clusters Score -5335352 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -5335896.500000 Penalty: 5304.443359
	Iteration 15Q: 3 clusters Score -5335896 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5336228.500000 Penalty: 5304.443359
	Iteration 16Q: 3 clusters Score -5336228 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5336412.000000 Penalty: 5304.443359
	Iteration 17Q: 3 clusters Score -5336412 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5336553.000000 Penalty: 5304.443359
	Iteration 18Q: 3 clusters Score -5336553 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5336640.500000 Penalty: 5304.443359
	Iteration 19Q: 3 clusters Score -5336640 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5336679.000000 Penalty: 5304.443359
	Iteration 20F: 3 clusters Score -5336679 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5336725.000000 Penalty: 5304.443359
	Iteration 21Q: 3 clusters Score -5336725 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5336751.500000 Penalty: 5304.443359
	Iteration 22Q: 3 clusters Score -5336752 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5336779.500000 Penalty: 5304.443359
	Iteration 23Q: 3 clusters Score -5336780 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5336821.500000 Penalty: 5304.443359
	Iteration 24Q: 3 clusters Score -5336822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5336851.500000 Penalty: 5304.443359
	Iteration 25Q: 3 clusters Score -5336852 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5336873.000000 Penalty: 5304.443359
	Iteration 26Q: 3 clusters Score -5336873 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5336889.500000 Penalty: 5304.443359
	Iteration 27Q: 3 clusters Score -5336890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5336904.000000 Penalty: 5304.443359
	Iteration 28Q: 3 clusters Score -5336904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5336911.500000 Penalty: 5304.443359
	Iteration 29Q: 3 clusters Score -5336912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5336925.500000 Penalty: 5304.443359
	Iteration 30Q: 3 clusters Score -5336926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5336933.000000 Penalty: 5304.443359
	Iteration 31Q: 3 clusters Score -5336933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5336943.000000 Penalty: 5304.443359
	Iteration 32Q: 3 clusters Score -5336943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5336947.000000 Penalty: 5304.443359
	Iteration 33Q: 3 clusters Score -5336947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5336951.500000 Penalty: 5304.443359
	Iteration 34Q: 3 clusters Score -5336952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5336949.500000 Penalty: 5304.443359
	Iteration 35Q: 3 clusters Score -5336950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5336947.500000 Penalty: 5304.443359
	Iteration 36Q: 3 clusters Score -5336948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5336958.500000 Penalty: 5304.443359
	Iteration 37Q: 3 clusters Score -5336958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5336962.000000 Penalty: 5304.443359
	Iteration 38Q: 3 clusters Score -5336962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5336968.500000 Penalty: 5304.443359
	Iteration 39Q: 3 clusters Score -5336968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5336981.500000 Penalty: 5304.443359
	Iteration 40F: 3 clusters Score -5336982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5336975.500000 Penalty: 5304.443359
	Iteration 41Q: 3 clusters Score -5336976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5336982.000000 Penalty: 5304.443359
	Iteration 42Q: 3 clusters Score -5336982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5336989.500000 Penalty: 5304.443359
	Iteration 43Q: 3 clusters Score -5336990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5336991.000000 Penalty: 5304.443359
	Iteration 44Q: 3 clusters Score -5336991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5336991.500000 Penalty: 5304.443359
	Iteration 45Q: 3 clusters Score -5336992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5337004.000000 Penalty: 5304.443359
	Iteration 46Q: 3 clusters Score -5337004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5337002.000000 Penalty: 5304.443359
	Iteration 47Q: 3 clusters Score -5337002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5337006.000000 Penalty: 5304.443359
	Iteration 48Q: 3 clusters Score -5337006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5337009.500000 Penalty: 5304.443359
	Iteration 49Q: 3 clusters Score -5337010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5337014.000000 Penalty: 5304.443359
	Iteration 50Q: 3 clusters Score -5337014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5337017.500000 Penalty: 5304.443359
	Iteration 51Q: 3 clusters Score -5337018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5337019.000000 Penalty: 5304.443359
	Iteration 52Q: 3 clusters Score -5337019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5337018.500000 Penalty: 5304.443359
	Iteration 53Q: 3 clusters Score -5337018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5337020.500000 Penalty: 5304.443359
	Iteration 54Q: 3 clusters Score -5337020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5337019.000000 Penalty: 5304.443359
	Iteration 55Q: 3 clusters Score -5337019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5337019.000000 Penalty: 5304.443359
	Iteration 56F: 3 clusters Score -5337019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Entering Unmasked Estep 
Score: -1114871.125000 Penalty: 2269.845947
	Iteration 0F: 2 clusters Score -1114871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1107567.375000 Penalty: 4539.691895
	Iteration 0F: 3 clusters Score -1107567 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1110087.625000 Penalty: 4539.691895
	Iteration 1F: 3 clusters Score -1110088 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1110939.750000 Penalty: 4539.691895
	Iteration 2F: 3 clusters Score -1110940 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1111710.000000 Penalty: 4539.691895
	Iteration 3F: 3 clusters Score -1111710 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1112336.375000 Penalty: 4539.691895
	Iteration 4F: 3 clusters Score -1112336 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1112775.000000 Penalty: 4539.691895
	Iteration 5F: 3 clusters Score -1112775 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1113063.125000 Penalty: 4539.691895
	Iteration 6Q: 3 clusters Score -1113063 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1113268.250000 Penalty: 4539.691895
	Iteration 7Q: 3 clusters Score -1113268 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1113384.375000 Penalty: 4539.691895
	Iteration 8Q: 3 clusters Score -1113384 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1113477.875000 Penalty: 4539.691895
	Iteration 9Q: 3 clusters Score -1113478 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1113571.000000 Penalty: 4539.691895
	Iteration 10Q: 3 clusters Score -1113571 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1113660.625000 Penalty: 4539.691895
	Iteration 11Q: 3 clusters Score -1113661 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1113740.625000 Penalty: 4539.691895
	Iteration 12Q: 3 clusters Score -1113741 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1113802.625000 Penalty: 4539.691895
	Iteration 13Q: 3 clusters Score -1113803 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1113849.750000 Penalty: 4539.691895
	Iteration 14Q: 3 clusters Score -1113850 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1113897.000000 Penalty: 4539.691895
	Iteration 15Q: 3 clusters Score -1113897 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1113935.500000 Penalty: 4539.691895
	Iteration 16Q: 3 clusters Score -1113936 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1113967.250000 Penalty: 4539.691895
	Iteration 17Q: 3 clusters Score -1113967 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1113992.000000 Penalty: 4539.691895
	Iteration 18Q: 3 clusters Score -1113992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1114003.250000 Penalty: 4539.691895
	Iteration 19Q: 3 clusters Score -1114003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1114016.375000 Penalty: 4539.691895
	Iteration 20F: 3 clusters Score -1114016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1114024.375000 Penalty: 4539.691895
	Iteration 21Q: 3 clusters Score -1114024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1114026.750000 Penalty: 4539.691895
	Iteration 22Q: 3 clusters Score -1114027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1114029.000000 Penalty: 4539.691895
	Iteration 23Q: 3 clusters Score -1114029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1114030.125000 Penalty: 4539.691895
	Iteration 24Q: 3 clusters Score -1114030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1114032.125000 Penalty: 4539.691895
	Iteration 25Q: 3 clusters Score -1114032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1114037.000000 Penalty: 4539.691895
	Iteration 26Q: 3 clusters Score -1114037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1114036.000000 Penalty: 4539.691895
	Iteration 27Q: 3 clusters Score -1114036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1114039.375000 Penalty: 4539.691895
	Iteration 28Q: 3 clusters Score -1114039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1114038.500000 Penalty: 4539.691895
	Iteration 29Q: 3 clusters Score -1114038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1114039.750000 Penalty: 4539.691895
	Iteration 30Q: 3 clusters Score -1114040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1114041.125000 Penalty: 4539.691895
	Iteration 31Q: 3 clusters Score -1114041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1114041.625000 Penalty: 4539.691895
	Iteration 32Q: 3 clusters Score -1114042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1114042.375000 Penalty: 4539.691895
	Iteration 33Q: 3 clusters Score -1114042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1114042.375000 Penalty: 4539.691895
	Iteration 34F: 3 clusters Score -1114042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Entering Unmasked Estep 
Score: -2133223.750000 Penalty: 2443.357422
	Iteration 0F: 2 clusters Score -2133224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2119762.250000 Penalty: 4886.714844
	Iteration 0F: 3 clusters Score -2119762 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2124444.500000 Penalty: 4886.714844
	Iteration 1F: 3 clusters Score -2124444 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2125000.000000 Penalty: 4886.714844
	Iteration 2F: 3 clusters Score -2125000 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2125503.750000 Penalty: 4886.714844
	Iteration 3F: 3 clusters Score -2125504 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2125995.250000 Penalty: 4886.714844
	Iteration 4F: 3 clusters Score -2125995 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2126427.250000 Penalty: 4886.714844
	Iteration 5Q: 3 clusters Score -2126427 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2126823.250000 Penalty: 4886.714844
	Iteration 6Q: 3 clusters Score -2126823 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2127142.500000 Penalty: 4886.714844
	Iteration 7Q: 3 clusters Score -2127142 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2127447.750000 Penalty: 4886.714844
	Iteration 8Q: 3 clusters Score -2127448 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2127739.750000 Penalty: 4886.714844
	Iteration 9Q: 3 clusters Score -2127740 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2128074.000000 Penalty: 4886.714844
	Iteration 10Q: 3 clusters Score -2128074 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2128419.500000 Penalty: 4886.714844
	Iteration 11Q: 3 clusters Score -2128420 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2128732.000000 Penalty: 4886.714844
	Iteration 12Q: 3 clusters Score -2128732 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2129069.750000 Penalty: 4886.714844
	Iteration 13Q: 3 clusters Score -2129070 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2129426.500000 Penalty: 4886.714844
	Iteration 14Q: 3 clusters Score -2129426 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2129790.250000 Penalty: 4886.714844
	Iteration 15Q: 3 clusters Score -2129790 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2130101.000000 Penalty: 4886.714844
	Iteration 16Q: 3 clusters Score -2130101 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2130379.000000 Penalty: 4886.714844
	Iteration 17Q: 3 clusters Score -2130379 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2130622.000000 Penalty: 4886.714844
	Iteration 18Q: 3 clusters Score -2130622 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2130797.500000 Penalty: 4886.714844
	Iteration 19Q: 3 clusters Score -2130798 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2130921.250000 Penalty: 4886.714844
	Iteration 20F: 3 clusters Score -2130921 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2131026.500000 Penalty: 4886.714844
	Iteration 21Q: 3 clusters Score -2131026 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2131097.500000 Penalty: 4886.714844
	Iteration 22Q: 3 clusters Score -2131098 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2131154.250000 Penalty: 4886.714844
	Iteration 23Q: 3 clusters Score -2131154 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2131205.250000 Penalty: 4886.714844
	Iteration 24Q: 3 clusters Score -2131205 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2131242.250000 Penalty: 4886.714844
	Iteration 25Q: 3 clusters Score -2131242 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2131288.250000 Penalty: 4886.714844
	Iteration 26Q: 3 clusters Score -2131288 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2131342.000000 Penalty: 4886.714844
	Iteration 27Q: 3 clusters Score -2131342 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2131375.750000 Penalty: 4886.714844
	Iteration 28Q: 3 clusters Score -2131376 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2131413.500000 Penalty: 4886.714844
	Iteration 29Q: 3 clusters Score -2131414 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2131448.750000 Penalty: 4886.714844
	Iteration 30Q: 3 clusters Score -2131449 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2131490.250000 Penalty: 4886.714844
	Iteration 31Q: 3 clusters Score -2131490 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2131507.500000 Penalty: 4886.714844
	Iteration 32Q: 3 clusters Score -2131508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2131528.500000 Penalty: 4886.714844
	Iteration 33Q: 3 clusters Score -2131528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2131533.000000 Penalty: 4886.714844
	Iteration 34Q: 3 clusters Score -2131533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2131542.250000 Penalty: 4886.714844
	Iteration 35Q: 3 clusters Score -2131542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2131546.750000 Penalty: 4886.714844
	Iteration 36Q: 3 clusters Score -2131547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2131551.750000 Penalty: 4886.714844
	Iteration 37Q: 3 clusters Score -2131552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2131552.000000 Penalty: 4886.714844
	Iteration 38Q: 3 clusters Score -2131552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2131554.500000 Penalty: 4886.714844
	Iteration 39Q: 3 clusters Score -2131554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2131555.250000 Penalty: 4886.714844
	Iteration 40F: 3 clusters Score -2131555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (81755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81755 members 
Entering Unmasked Estep 
Score: -9889684.000000 Penalty: 2805.247559
	Iteration 0F: 2 clusters Score -9889684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -9835042.000000 Penalty: 5610.495117
	Iteration 0F: 3 clusters Score -9835042 nChanged 38459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -9856687.000000 Penalty: 5610.495117
	Iteration 1F: 3 clusters Score -9856687 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -9857269.000000 Penalty: 5610.495117
	Iteration 2Q: 3 clusters Score -9857269 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -9857968.000000 Penalty: 5610.495117
	Iteration 3Q: 3 clusters Score -9857968 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -9858920.000000 Penalty: 5610.495117
	Iteration 4Q: 3 clusters Score -9858920 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -9860571.000000 Penalty: 5610.495117
	Iteration 5Q: 3 clusters Score -9860571 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -9863422.000000 Penalty: 5610.495117
	Iteration 6F: 3 clusters Score -9863422 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 62043 members 
Entering Unmasked Estep 
Score: -9868307.000000 Penalty: 5610.495117
	Iteration 7F: 3 clusters Score -9868307 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 69482 members 
Entering Unmasked Estep 
Score: -9875292.000000 Penalty: 5610.495117
	Iteration 8F: 3 clusters Score -9875292 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 75817 members 
Entering Unmasked Estep 
Score: -9881648.000000 Penalty: 5610.495117
	Iteration 9F: 3 clusters Score -9881648 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 79453 members 
Entering Unmasked Estep 
Score: -9885312.000000 Penalty: 5610.495117
	Iteration 10Q: 3 clusters Score -9885312 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 80817 members 
Entering Unmasked Estep 
Score: -9886568.000000 Penalty: 5610.495117
	Iteration 11Q: 3 clusters Score -9886568 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 81250 members 
Entering Unmasked Estep 
Score: -9886977.000000 Penalty: 5610.495117
	Iteration 12Q: 3 clusters Score -9886977 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 81381 members 
Entering Unmasked Estep 
Score: -9887157.000000 Penalty: 5610.495117
	Iteration 13Q: 3 clusters Score -9887157 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 81426 members 
Entering Unmasked Estep 
Score: -9887240.000000 Penalty: 5610.495117
	Iteration 14Q: 3 clusters Score -9887240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 81446 members 
Entering Unmasked Estep 
Score: -9887267.000000 Penalty: 5610.495117
	Iteration 15Q: 3 clusters Score -9887267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 81455 members 
Entering Unmasked Estep 
Score: -9887289.000000 Penalty: 5610.495117
	Iteration 16Q: 3 clusters Score -9887289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 81460 members 
Entering Unmasked Estep 
Score: -9887297.000000 Penalty: 5610.495117
	Iteration 17Q: 3 clusters Score -9887297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 81460 members 
Entering Unmasked Estep 
Score: -9887305.000000 Penalty: 5610.495117
	Iteration 18Q: 3 clusters Score -9887305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 81460 members 
Entering Unmasked Estep 
Score: -9887305.000000 Penalty: 5610.495117
	Iteration 19F: 3 clusters Score -9887305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Entering Unmasked Estep 
Score: -1044692.062500 Penalty: 2269.214844
	Iteration 0F: 2 clusters Score -1044692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1037348.125000 Penalty: 4538.429688
	Iteration 0F: 3 clusters Score -1037348 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1039339.875000 Penalty: 4538.429688
	Iteration 1F: 3 clusters Score -1039340 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1039653.625000 Penalty: 4538.429688
	Iteration 2F: 3 clusters Score -1039654 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1039943.937500 Penalty: 4538.429688
	Iteration 3F: 3 clusters Score -1039944 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1040218.312500 Penalty: 4538.429688
	Iteration 4F: 3 clusters Score -1040218 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1040467.750000 Penalty: 4538.429688
	Iteration 5Q: 3 clusters Score -1040468 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1040730.750000 Penalty: 4538.429688
	Iteration 6Q: 3 clusters Score -1040731 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1040970.250000 Penalty: 4538.429688
	Iteration 7Q: 3 clusters Score -1040970 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1041190.187500 Penalty: 4538.429688
	Iteration 8Q: 3 clusters Score -1041190 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1041387.000000 Penalty: 4538.429688
	Iteration 9Q: 3 clusters Score -1041387 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1041541.437500 Penalty: 4538.429688
	Iteration 10Q: 3 clusters Score -1041541 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1041671.937500 Penalty: 4538.429688
	Iteration 11Q: 3 clusters Score -1041672 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1041773.187500 Penalty: 4538.429688
	Iteration 12Q: 3 clusters Score -1041773 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1041859.312500 Penalty: 4538.429688
	Iteration 13Q: 3 clusters Score -1041859 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1041939.812500 Penalty: 4538.429688
	Iteration 14Q: 3 clusters Score -1041940 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1042002.750000 Penalty: 4538.429688
	Iteration 15Q: 3 clusters Score -1042003 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1042070.875000 Penalty: 4538.429688
	Iteration 16Q: 3 clusters Score -1042071 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1042137.000000 Penalty: 4538.429688
	Iteration 17Q: 3 clusters Score -1042137 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1042203.000000 Penalty: 4538.429688
	Iteration 18Q: 3 clusters Score -1042203 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1042255.625000 Penalty: 4538.429688
	Iteration 19Q: 3 clusters Score -1042256 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1042307.062500 Penalty: 4538.429688
	Iteration 20F: 3 clusters Score -1042307 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1042364.937500 Penalty: 4538.429688
	Iteration 21Q: 3 clusters Score -1042365 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1042421.937500 Penalty: 4538.429688
	Iteration 22Q: 3 clusters Score -1042422 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1042466.062500 Penalty: 4538.429688
	Iteration 23Q: 3 clusters Score -1042466 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1042520.312500 Penalty: 4538.429688
	Iteration 24Q: 3 clusters Score -1042520 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1042574.000000 Penalty: 4538.429688
	Iteration 25Q: 3 clusters Score -1042574 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1042618.812500 Penalty: 4538.429688
	Iteration 26Q: 3 clusters Score -1042619 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1042651.625000 Penalty: 4538.429688
	Iteration 27Q: 3 clusters Score -1042652 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1042675.500000 Penalty: 4538.429688
	Iteration 28Q: 3 clusters Score -1042676 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1042696.937500 Penalty: 4538.429688
	Iteration 29Q: 3 clusters Score -1042697 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1042716.437500 Penalty: 4538.429688
	Iteration 30Q: 3 clusters Score -1042716 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1042734.375000 Penalty: 4538.429688
	Iteration 31Q: 3 clusters Score -1042734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1042738.062500 Penalty: 4538.429688
	Iteration 32Q: 3 clusters Score -1042738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1042745.500000 Penalty: 4538.429688
	Iteration 33Q: 3 clusters Score -1042746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1042752.375000 Penalty: 4538.429688
	Iteration 34Q: 3 clusters Score -1042752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1042759.062500 Penalty: 4538.429688
	Iteration 35Q: 3 clusters Score -1042759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1042762.687500 Penalty: 4538.429688
	Iteration 36Q: 3 clusters Score -1042763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1042768.500000 Penalty: 4538.429688
	Iteration 37Q: 3 clusters Score -1042768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1042774.125000 Penalty: 4538.429688
	Iteration 38Q: 3 clusters Score -1042774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1042781.750000 Penalty: 4538.429688
	Iteration 39Q: 3 clusters Score -1042782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1042789.437500 Penalty: 4538.429688
	Iteration 40F: 3 clusters Score -1042789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1042791.062500 Penalty: 4538.429688
	Iteration 41Q: 3 clusters Score -1042791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1042794.187500 Penalty: 4538.429688
	Iteration 42Q: 3 clusters Score -1042794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1042798.375000 Penalty: 4538.429688
	Iteration 43Q: 3 clusters Score -1042798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1042801.750000 Penalty: 4538.429688
	Iteration 44Q: 3 clusters Score -1042802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1042805.562500 Penalty: 4538.429688
	Iteration 45Q: 3 clusters Score -1042806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1042809.562500 Penalty: 4538.429688
	Iteration 46Q: 3 clusters Score -1042810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1042810.812500 Penalty: 4538.429688
	Iteration 47Q: 3 clusters Score -1042811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1042816.375000 Penalty: 4538.429688
	Iteration 48Q: 3 clusters Score -1042816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1042816.062500 Penalty: 4538.429688
	Iteration 49Q: 3 clusters Score -1042816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1042818.750000 Penalty: 4538.429688
	Iteration 50Q: 3 clusters Score -1042819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1042820.687500 Penalty: 4538.429688
	Iteration 51Q: 3 clusters Score -1042821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1042822.375000 Penalty: 4538.429688
	Iteration 52Q: 3 clusters Score -1042822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1042822.125000 Penalty: 4538.429688
	Iteration 53Q: 3 clusters Score -1042822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1042822.125000 Penalty: 4538.429688
	Iteration 54Q: 3 clusters Score -1042822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1042825.000000 Penalty: 4538.429688
	Iteration 55Q: 3 clusters Score -1042825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1042825.062500 Penalty: 4538.429688
	Iteration 56Q: 3 clusters Score -1042825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1042824.500000 Penalty: 4538.429688
	Iteration 57Q: 3 clusters Score -1042824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1042824.500000 Penalty: 4538.429688
	Iteration 58F: 3 clusters Score -1042824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (65555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65555 members 
Entering Unmasked Estep 
Score: -8229381.000000 Penalty: 2750.479980
	Iteration 0F: 2 clusters Score -8229381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -8185476.500000 Penalty: 5500.959961
	Iteration 0F: 3 clusters Score -8185476 nChanged 30617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -8202874.000000 Penalty: 5500.959961
	Iteration 1F: 3 clusters Score -8202874 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -8203673.500000 Penalty: 5500.959961
	Iteration 2Q: 3 clusters Score -8203674 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -8204462.500000 Penalty: 5500.959961
	Iteration 3Q: 3 clusters Score -8204462 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -8205262.500000 Penalty: 5500.959961
	Iteration 4Q: 3 clusters Score -8205262 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -8206053.500000 Penalty: 5500.959961
	Iteration 5Q: 3 clusters Score -8206054 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -8207042.500000 Penalty: 5500.959961
	Iteration 6Q: 3 clusters Score -8207042 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -8208308.500000 Penalty: 5500.959961
	Iteration 7Q: 3 clusters Score -8208308 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -8209972.500000 Penalty: 5500.959961
	Iteration 8Q: 3 clusters Score -8209972 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -8212250.500000 Penalty: 5500.959961
	Iteration 9F: 3 clusters Score -8212250 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -8214892.000000 Penalty: 5500.959961
	Iteration 10F: 3 clusters Score -8214892 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -8217231.500000 Penalty: 5500.959961
	Iteration 11Q: 3 clusters Score -8217232 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -8218996.000000 Penalty: 5500.959961
	Iteration 12Q: 3 clusters Score -8218996 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -8220344.000000 Penalty: 5500.959961
	Iteration 13Q: 3 clusters Score -8220344 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -8221381.000000 Penalty: 5500.959961
	Iteration 14Q: 3 clusters Score -8221381 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56476 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -8222209.000000 Penalty: 5500.959961
	Iteration 15Q: 3 clusters Score -8222209 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -8222931.000000 Penalty: 5500.959961
	Iteration 16Q: 3 clusters Score -8222931 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58792 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -8223560.000000 Penalty: 5500.959961
	Iteration 17Q: 3 clusters Score -8223560 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -8224107.000000 Penalty: 5500.959961
	Iteration 18Q: 3 clusters Score -8224107 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -8224636.500000 Penalty: 5500.959961
	Iteration 19Q: 3 clusters Score -8224636 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61412 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -8225148.000000 Penalty: 5500.959961
	Iteration 20F: 3 clusters Score -8225148 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62088 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -8225568.000000 Penalty: 5500.959961
	Iteration 21Q: 3 clusters Score -8225568 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -8225877.000000 Penalty: 5500.959961
	Iteration 22Q: 3 clusters Score -8225877 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63090 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -8226186.500000 Penalty: 5500.959961
	Iteration 23Q: 3 clusters Score -8226186 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -8226402.000000 Penalty: 5500.959961
	Iteration 24Q: 3 clusters Score -8226402 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63739 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -8226577.500000 Penalty: 5500.959961
	Iteration 25Q: 3 clusters Score -8226578 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63957 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8226686.500000 Penalty: 5500.959961
	Iteration 26Q: 3 clusters Score -8226686 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64135 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -8226773.000000 Penalty: 5500.959961
	Iteration 27Q: 3 clusters Score -8226773 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64264 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8226853.000000 Penalty: 5500.959961
	Iteration 28Q: 3 clusters Score -8226853 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8226932.000000 Penalty: 5500.959961
	Iteration 29Q: 3 clusters Score -8226932 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64458 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8226981.500000 Penalty: 5500.959961
	Iteration 30Q: 3 clusters Score -8226982 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8227014.500000 Penalty: 5500.959961
	Iteration 31Q: 3 clusters Score -8227014 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8227052.500000 Penalty: 5500.959961
	Iteration 32Q: 3 clusters Score -8227052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64605 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8227068.500000 Penalty: 5500.959961
	Iteration 33Q: 3 clusters Score -8227068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8227090.500000 Penalty: 5500.959961
	Iteration 34Q: 3 clusters Score -8227090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64654 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8227102.000000 Penalty: 5500.959961
	Iteration 35Q: 3 clusters Score -8227102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64668 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8227107.500000 Penalty: 5500.959961
	Iteration 36Q: 3 clusters Score -8227108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64678 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8227115.000000 Penalty: 5500.959961
	Iteration 37Q: 3 clusters Score -8227115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8227126.000000 Penalty: 5500.959961
	Iteration 38Q: 3 clusters Score -8227126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64689 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8227123.500000 Penalty: 5500.959961
	Iteration 39Q: 3 clusters Score -8227124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64690 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8227132.000000 Penalty: 5500.959961
	Iteration 40F: 3 clusters Score -8227132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8227136.000000 Penalty: 5500.959961
	Iteration 41Q: 3 clusters Score -8227136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8227136.000000 Penalty: 5500.959961
	Iteration 42Q: 3 clusters Score -8227136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64701 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8227136.500000 Penalty: 5500.959961
	Iteration 43Q: 3 clusters Score -8227136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64707 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8227145.000000 Penalty: 5500.959961
	Iteration 44Q: 3 clusters Score -8227145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64712 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8227145.000000 Penalty: 5500.959961
	Iteration 45Q: 3 clusters Score -8227145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64715 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8227149.000000 Penalty: 5500.959961
	Iteration 46Q: 3 clusters Score -8227149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64715 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8227147.000000 Penalty: 5500.959961
	Iteration 47Q: 3 clusters Score -8227147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64714 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8227141.500000 Penalty: 5500.959961
	Iteration 48Q: 3 clusters Score -8227142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64716 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8227146.500000 Penalty: 5500.959961
	Iteration 49Q: 3 clusters Score -8227146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8227149.500000 Penalty: 5500.959961
	Iteration 50Q: 3 clusters Score -8227150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8227151.500000 Penalty: 5500.959961
	Iteration 51Q: 3 clusters Score -8227152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64723 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8227156.000000 Penalty: 5500.959961
	Iteration 52Q: 3 clusters Score -8227156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64723 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8227156.000000 Penalty: 5500.959961
	Iteration 53F: 3 clusters Score -8227156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Entering Unmasked Estep 
Score: -377662.218750 Penalty: 2046.477295
	Iteration 0F: 2 clusters Score -377662.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -373873.093750 Penalty: 4092.954590
	Iteration 0F: 3 clusters Score -373873.1 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -374762.375000 Penalty: 4092.954590
	Iteration 1F: 3 clusters Score -374762.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -374976.156250 Penalty: 4092.954590
	Iteration 2F: 3 clusters Score -374976.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -375145.718750 Penalty: 4092.954590
	Iteration 3F: 3 clusters Score -375145.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -375269.843750 Penalty: 4092.954590
	Iteration 4Q: 3 clusters Score -375269.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -375420.437500 Penalty: 4092.954590
	Iteration 5Q: 3 clusters Score -375420.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -375597.468750 Penalty: 4092.954590
	Iteration 6Q: 3 clusters Score -375597.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -375853.156250 Penalty: 4092.954590
	Iteration 7F: 3 clusters Score -375853.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -376154.375000 Penalty: 4092.954590
	Iteration 8F: 3 clusters Score -376154.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -376508.343750 Penalty: 4092.954590
	Iteration 9F: 3 clusters Score -376508.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -376917.437500 Penalty: 4092.954590
	Iteration 10F: 3 clusters Score -376917.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -377105.125000 Penalty: 4092.954590
	Iteration 11Q: 3 clusters Score -377105.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -377174.312500 Penalty: 4092.954590
	Iteration 12Q: 3 clusters Score -377174.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -377206.093750 Penalty: 4092.954590
	Iteration 13Q: 3 clusters Score -377206.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -377217.093750 Penalty: 4092.954590
	Iteration 14Q: 3 clusters Score -377217.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -377225.031250 Penalty: 4092.954590
	Iteration 15Q: 3 clusters Score -377225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -377231.875000 Penalty: 4092.954590
	Iteration 16Q: 3 clusters Score -377231.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -377239.593750 Penalty: 4092.954590
	Iteration 17Q: 3 clusters Score -377239.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -377247.218750 Penalty: 4092.954590
	Iteration 18Q: 3 clusters Score -377247.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -377249.406250 Penalty: 4092.954590
	Iteration 19Q: 3 clusters Score -377249.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -377249.406250 Penalty: 4092.954590
	Iteration 20F: 3 clusters Score -377249.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (224767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224767 members 
Entering Unmasked Estep 
Score: -27889234.000000 Penalty: 3056.059326
	Iteration 0F: 2 clusters Score -2.788923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112352 members 
Mstep: Class 2 contains 112415 members 
Entering Unmasked Estep 
Score: -27743116.000000 Penalty: 6112.118652
	Iteration 0F: 3 clusters Score -2.774312e+07 nChanged 108076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110634 members 
Mstep: Class 2 contains 114133 members 
Entering Unmasked Estep 
Score: -27807952.000000 Penalty: 6112.118652
	Iteration 1F: 3 clusters Score -2.780795e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109810 members 
Mstep: Class 2 contains 114957 members 
Entering Unmasked Estep 
Score: -27809854.000000 Penalty: 6112.118652
	Iteration 2Q: 3 clusters Score -2.780985e+07 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108602 members 
Mstep: Class 2 contains 116165 members 
Entering Unmasked Estep 
Score: -27812660.000000 Penalty: 6112.118652
	Iteration 3Q: 3 clusters Score -2.781266e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107013 members 
Mstep: Class 2 contains 117754 members 
Entering Unmasked Estep 
Score: -27816362.000000 Penalty: 6112.118652
	Iteration 4Q: 3 clusters Score -2.781636e+07 nChanged 10513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105090 members 
Mstep: Class 2 contains 119677 members 
Entering Unmasked Estep 
Score: -27821690.000000 Penalty: 6112.118652
	Iteration 5Q: 3 clusters Score -2.782169e+07 nChanged 12208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103076 members 
Mstep: Class 2 contains 121691 members 
Entering Unmasked Estep 
Score: -27829390.000000 Penalty: 6112.118652
	Iteration 6F: 3 clusters Score -2.782939e+07 nChanged 13809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101431 members 
Mstep: Class 2 contains 123336 members 
Entering Unmasked Estep 
Score: -27839136.000000 Penalty: 6112.118652
	Iteration 7F: 3 clusters Score -2.783914e+07 nChanged 14743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100474 members 
Mstep: Class 2 contains 124293 members 
Entering Unmasked Estep 
Score: -27850148.000000 Penalty: 6112.118652
	Iteration 8F: 3 clusters Score -2.785015e+07 nChanged 13713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100231 members 
Mstep: Class 2 contains 124536 members 
Entering Unmasked Estep 
Score: -27858696.000000 Penalty: 6112.118652
	Iteration 9F: 3 clusters Score -2.78587e+07 nChanged 10263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100224 members 
Mstep: Class 2 contains 124543 members 
Entering Unmasked Estep 
Score: -27862730.000000 Penalty: 6112.118652
	Iteration 10Q: 3 clusters Score -2.786273e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100158 members 
Mstep: Class 2 contains 124609 members 
Entering Unmasked Estep 
Score: -27864298.000000 Penalty: 6112.118652
	Iteration 11Q: 3 clusters Score -2.78643e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100072 members 
Mstep: Class 2 contains 124695 members 
Entering Unmasked Estep 
Score: -27865052.000000 Penalty: 6112.118652
	Iteration 12Q: 3 clusters Score -2.786505e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100005 members 
Mstep: Class 2 contains 124762 members 
Entering Unmasked Estep 
Score: -27865718.000000 Penalty: 6112.118652
	Iteration 13Q: 3 clusters Score -2.786572e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100083 members 
Mstep: Class 2 contains 124684 members 
Entering Unmasked Estep 
Score: -27866194.000000 Penalty: 6112.118652
	Iteration 14Q: 3 clusters Score -2.786619e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100308 members 
Mstep: Class 2 contains 124459 members 
Entering Unmasked Estep 
Score: -27866858.000000 Penalty: 6112.118652
	Iteration 15Q: 3 clusters Score -2.786686e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100560 members 
Mstep: Class 2 contains 124207 members 
Entering Unmasked Estep 
Score: -27867406.000000 Penalty: 6112.118652
	Iteration 16Q: 3 clusters Score -2.786741e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100840 members 
Mstep: Class 2 contains 123927 members 
Entering Unmasked Estep 
Score: -27867900.000000 Penalty: 6112.118652
	Iteration 17Q: 3 clusters Score -2.78679e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101238 members 
Mstep: Class 2 contains 123529 members 
Entering Unmasked Estep 
Score: -27868458.000000 Penalty: 6112.118652
	Iteration 18Q: 3 clusters Score -2.786846e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101760 members 
Mstep: Class 2 contains 123007 members 
Entering Unmasked Estep 
Score: -27868930.000000 Penalty: 6112.118652
	Iteration 19Q: 3 clusters Score -2.786893e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102418 members 
Mstep: Class 2 contains 122349 members 
Entering Unmasked Estep 
Score: -27869572.000000 Penalty: 6112.118652
	Iteration 20F: 3 clusters Score -2.786957e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103144 members 
Mstep: Class 2 contains 121623 members 
Entering Unmasked Estep 
Score: -27869802.000000 Penalty: 6112.118652
	Iteration 21Q: 3 clusters Score -2.78698e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103956 members 
Mstep: Class 2 contains 120811 members 
Entering Unmasked Estep 
Score: -27870282.000000 Penalty: 6112.118652
	Iteration 22Q: 3 clusters Score -2.787028e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104891 members 
Mstep: Class 2 contains 119876 members 
Entering Unmasked Estep 
Score: -27870662.000000 Penalty: 6112.118652
	Iteration 23Q: 3 clusters Score -2.787066e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106004 members 
Mstep: Class 2 contains 118763 members 
Entering Unmasked Estep 
Score: -27871264.000000 Penalty: 6112.118652
	Iteration 24Q: 3 clusters Score -2.787126e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107203 members 
Mstep: Class 2 contains 117564 members 
Entering Unmasked Estep 
Score: -27872102.000000 Penalty: 6112.118652
	Iteration 25Q: 3 clusters Score -2.78721e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108480 members 
Mstep: Class 2 contains 116287 members 
Entering Unmasked Estep 
Score: -27872814.000000 Penalty: 6112.118652
	Iteration 26Q: 3 clusters Score -2.787281e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109762 members 
Mstep: Class 2 contains 115005 members 
Entering Unmasked Estep 
Score: -27873322.000000 Penalty: 6112.118652
	Iteration 27Q: 3 clusters Score -2.787332e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110990 members 
Mstep: Class 2 contains 113777 members 
Entering Unmasked Estep 
Score: -27873876.000000 Penalty: 6112.118652
	Iteration 28Q: 3 clusters Score -2.787388e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112197 members 
Mstep: Class 2 contains 112570 members 
Entering Unmasked Estep 
Score: -27874294.000000 Penalty: 6112.118652
	Iteration 29Q: 3 clusters Score -2.787429e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113422 members 
Mstep: Class 2 contains 111345 members 
Entering Unmasked Estep 
Score: -27874594.000000 Penalty: 6112.118652
	Iteration 30Q: 3 clusters Score -2.787459e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114576 members 
Mstep: Class 2 contains 110191 members 
Entering Unmasked Estep 
Score: -27874882.000000 Penalty: 6112.118652
	Iteration 31Q: 3 clusters Score -2.787488e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115716 members 
Mstep: Class 2 contains 109051 members 
Entering Unmasked Estep 
Score: -27875028.000000 Penalty: 6112.118652
	Iteration 32Q: 3 clusters Score -2.787503e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116788 members 
Mstep: Class 2 contains 107979 members 
Entering Unmasked Estep 
Score: -27875152.000000 Penalty: 6112.118652
	Iteration 33Q: 3 clusters Score -2.787515e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117808 members 
Mstep: Class 2 contains 106959 members 
Entering Unmasked Estep 
Score: -27875368.000000 Penalty: 6112.118652
	Iteration 34Q: 3 clusters Score -2.787537e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118826 members 
Mstep: Class 2 contains 105941 members 
Entering Unmasked Estep 
Score: -27875508.000000 Penalty: 6112.118652
	Iteration 35Q: 3 clusters Score -2.787551e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119898 members 
Mstep: Class 2 contains 104869 members 
Entering Unmasked Estep 
Score: -27875600.000000 Penalty: 6112.118652
	Iteration 36Q: 3 clusters Score -2.78756e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120998 members 
Mstep: Class 2 contains 103769 members 
Entering Unmasked Estep 
Score: -27875740.000000 Penalty: 6112.118652
	Iteration 37Q: 3 clusters Score -2.787574e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122034 members 
Mstep: Class 2 contains 102733 members 
Entering Unmasked Estep 
Score: -27875894.000000 Penalty: 6112.118652
	Iteration 38Q: 3 clusters Score -2.787589e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123085 members 
Mstep: Class 2 contains 101682 members 
Entering Unmasked Estep 
Score: -27876042.000000 Penalty: 6112.118652
	Iteration 39Q: 3 clusters Score -2.787604e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124152 members 
Mstep: Class 2 contains 100615 members 
Entering Unmasked Estep 
Score: -27876208.000000 Penalty: 6112.118652
	Iteration 40F: 3 clusters Score -2.787621e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125236 members 
Mstep: Class 2 contains 99531 members 
Entering Unmasked Estep 
Score: -27876412.000000 Penalty: 6112.118652
	Iteration 41Q: 3 clusters Score -2.787641e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126392 members 
Mstep: Class 2 contains 98375 members 
Entering Unmasked Estep 
Score: -27876612.000000 Penalty: 6112.118652
	Iteration 42Q: 3 clusters Score -2.787661e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127586 members 
Mstep: Class 2 contains 97181 members 
Entering Unmasked Estep 
Score: -27876826.000000 Penalty: 6112.118652
	Iteration 43Q: 3 clusters Score -2.787683e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128808 members 
Mstep: Class 2 contains 95959 members 
Entering Unmasked Estep 
Score: -27876880.000000 Penalty: 6112.118652
	Iteration 44Q: 3 clusters Score -2.787688e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130050 members 
Mstep: Class 2 contains 94717 members 
Entering Unmasked Estep 
Score: -27876970.000000 Penalty: 6112.118652
	Iteration 45Q: 3 clusters Score -2.787697e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131285 members 
Mstep: Class 2 contains 93482 members 
Entering Unmasked Estep 
Score: -27877136.000000 Penalty: 6112.118652
	Iteration 46Q: 3 clusters Score -2.787714e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132489 members 
Mstep: Class 2 contains 92278 members 
Entering Unmasked Estep 
Score: -27877254.000000 Penalty: 6112.118652
	Iteration 47Q: 3 clusters Score -2.787725e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133688 members 
Mstep: Class 2 contains 91079 members 
Entering Unmasked Estep 
Score: -27877310.000000 Penalty: 6112.118652
	Iteration 48Q: 3 clusters Score -2.787731e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134886 members 
Mstep: Class 2 contains 89881 members 
Entering Unmasked Estep 
Score: -27877372.000000 Penalty: 6112.118652
	Iteration 49Q: 3 clusters Score -2.787737e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136100 members 
Mstep: Class 2 contains 88667 members 
Entering Unmasked Estep 
Score: -27877534.000000 Penalty: 6112.118652
	Iteration 50Q: 3 clusters Score -2.787753e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137358 members 
Mstep: Class 2 contains 87409 members 
Entering Unmasked Estep 
Score: -27877696.000000 Penalty: 6112.118652
	Iteration 51Q: 3 clusters Score -2.78777e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138588 members 
Mstep: Class 2 contains 86179 members 
Entering Unmasked Estep 
Score: -27877826.000000 Penalty: 6112.118652
	Iteration 52Q: 3 clusters Score -2.787783e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139922 members 
Mstep: Class 2 contains 84845 members 
Entering Unmasked Estep 
Score: -27877964.000000 Penalty: 6112.118652
	Iteration 53Q: 3 clusters Score -2.787796e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141277 members 
Mstep: Class 2 contains 83490 members 
Entering Unmasked Estep 
Score: -27878074.000000 Penalty: 6112.118652
	Iteration 54Q: 3 clusters Score -2.787807e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142643 members 
Mstep: Class 2 contains 82124 members 
Entering Unmasked Estep 
Score: -27878302.000000 Penalty: 6112.118652
	Iteration 55Q: 3 clusters Score -2.78783e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144047 members 
Mstep: Class 2 contains 80720 members 
Entering Unmasked Estep 
Score: -27878518.000000 Penalty: 6112.118652
	Iteration 56Q: 3 clusters Score -2.787852e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145472 members 
Mstep: Class 2 contains 79295 members 
Entering Unmasked Estep 
Score: -27878722.000000 Penalty: 6112.118652
	Iteration 57Q: 3 clusters Score -2.787872e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146910 members 
Mstep: Class 2 contains 77857 members 
Entering Unmasked Estep 
Score: -27878840.000000 Penalty: 6112.118652
	Iteration 58Q: 3 clusters Score -2.787884e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148355 members 
Mstep: Class 2 contains 76412 members 
Entering Unmasked Estep 
Score: -27879104.000000 Penalty: 6112.118652
	Iteration 59Q: 3 clusters Score -2.78791e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149788 members 
Mstep: Class 2 contains 74979 members 
Entering Unmasked Estep 
Score: -27879266.000000 Penalty: 6112.118652
	Iteration 60F: 3 clusters Score -2.787927e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151296 members 
Mstep: Class 2 contains 73471 members 
Entering Unmasked Estep 
Score: -27879584.000000 Penalty: 6112.118652
	Iteration 61Q: 3 clusters Score -2.787958e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152862 members 
Mstep: Class 2 contains 71905 members 
Entering Unmasked Estep 
Score: -27879764.000000 Penalty: 6112.118652
	Iteration 62Q: 3 clusters Score -2.787976e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154413 members 
Mstep: Class 2 contains 70354 members 
Entering Unmasked Estep 
Score: -27880060.000000 Penalty: 6112.118652
	Iteration 63Q: 3 clusters Score -2.788006e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155956 members 
Mstep: Class 2 contains 68811 members 
Entering Unmasked Estep 
Score: -27880288.000000 Penalty: 6112.118652
	Iteration 64Q: 3 clusters Score -2.788029e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157515 members 
Mstep: Class 2 contains 67252 members 
Entering Unmasked Estep 
Score: -27880572.000000 Penalty: 6112.118652
	Iteration 65Q: 3 clusters Score -2.788057e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159185 members 
Mstep: Class 2 contains 65582 members 
Entering Unmasked Estep 
Score: -27880912.000000 Penalty: 6112.118652
	Iteration 66Q: 3 clusters Score -2.788091e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160842 members 
Mstep: Class 2 contains 63925 members 
Entering Unmasked Estep 
Score: -27881352.000000 Penalty: 6112.118652
	Iteration 67Q: 3 clusters Score -2.788135e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162773 members 
Mstep: Class 2 contains 61994 members 
Entering Unmasked Estep 
Score: -27881658.000000 Penalty: 6112.118652
	Iteration 68Q: 3 clusters Score -2.788166e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164923 members 
Mstep: Class 2 contains 59844 members 
Entering Unmasked Estep 
Score: -27881974.000000 Penalty: 6112.118652
	Iteration 69Q: 3 clusters Score -2.788197e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167250 members 
Mstep: Class 2 contains 57517 members 
Entering Unmasked Estep 
Score: -27882434.000000 Penalty: 6112.118652
	Iteration 70Q: 3 clusters Score -2.788243e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169667 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -27882848.000000 Penalty: 6112.118652
	Iteration 71Q: 3 clusters Score -2.788285e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172142 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -27883282.000000 Penalty: 6112.118652
	Iteration 72Q: 3 clusters Score -2.788328e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174731 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -27883748.000000 Penalty: 6112.118652
	Iteration 73Q: 3 clusters Score -2.788375e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177422 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -27884232.000000 Penalty: 6112.118652
	Iteration 74Q: 3 clusters Score -2.788423e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180221 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -27884716.000000 Penalty: 6112.118652
	Iteration 75Q: 3 clusters Score -2.788472e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183126 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -27885108.000000 Penalty: 6112.118652
	Iteration 76Q: 3 clusters Score -2.788511e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186100 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -27885686.000000 Penalty: 6112.118652
	Iteration 77Q: 3 clusters Score -2.788569e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189249 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -27886058.000000 Penalty: 6112.118652
	Iteration 78Q: 3 clusters Score -2.788606e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192462 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -27886602.000000 Penalty: 6112.118652
	Iteration 79Q: 3 clusters Score -2.78866e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195666 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -27887126.000000 Penalty: 6112.118652
	Iteration 80F: 3 clusters Score -2.788713e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198837 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -27887350.000000 Penalty: 6112.118652
	Iteration 81Q: 3 clusters Score -2.788735e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201694 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -27887724.000000 Penalty: 6112.118652
	Iteration 82Q: 3 clusters Score -2.788772e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204411 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -27888120.000000 Penalty: 6112.118652
	Iteration 83Q: 3 clusters Score -2.788812e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206952 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -27888480.000000 Penalty: 6112.118652
	Iteration 84Q: 3 clusters Score -2.788848e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209273 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -27888960.000000 Penalty: 6112.118652
	Iteration 85Q: 3 clusters Score -2.788896e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211338 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -27889220.000000 Penalty: 6112.118652
	Iteration 86Q: 3 clusters Score -2.788922e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213184 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -27889320.000000 Penalty: 6112.118652
	Iteration 87Q: 3 clusters Score -2.788932e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214750 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -27889338.000000 Penalty: 6112.118652
	Iteration 88Q: 3 clusters Score -2.788934e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216130 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -27889238.000000 Penalty: 6112.118652
	Iteration 89Q: 3 clusters Score -2.788924e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217317 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -27889268.000000 Penalty: 6112.118652
	Iteration 90Q: 3 clusters Score -2.788927e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218306 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -27889248.000000 Penalty: 6112.118652
	Iteration 91Q: 3 clusters Score -2.788925e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219120 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -27889132.000000 Penalty: 6112.118652
	Iteration 92Q: 3 clusters Score -2.788913e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219792 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -27889132.000000 Penalty: 6112.118652
	Iteration 93Q: 3 clusters Score -2.788913e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220347 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -27889014.000000 Penalty: 6112.118652
	Iteration 94Q: 3 clusters Score -2.788901e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220786 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -27888964.000000 Penalty: 6112.118652
	Iteration 95Q: 3 clusters Score -2.788896e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221132 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -27888892.000000 Penalty: 6112.118652
	Iteration 96Q: 3 clusters Score -2.788889e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221413 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -27888772.000000 Penalty: 6112.118652
	Iteration 97Q: 3 clusters Score -2.788877e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221626 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -27888812.000000 Penalty: 6112.118652
	Iteration 98Q: 3 clusters Score -2.788881e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221781 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -27888838.000000 Penalty: 6112.118652
	Iteration 99Q: 3 clusters Score -2.788884e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221900 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -27888778.000000 Penalty: 6112.118652
	Iteration 100F: 3 clusters Score -2.788878e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222002 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -27888750.000000 Penalty: 6112.118652
	Iteration 101Q: 3 clusters Score -2.788875e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222087 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -27888722.000000 Penalty: 6112.118652
	Iteration 102Q: 3 clusters Score -2.788872e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222164 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -27888682.000000 Penalty: 6112.118652
	Iteration 103Q: 3 clusters Score -2.788868e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222224 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -27888672.000000 Penalty: 6112.118652
	Iteration 104Q: 3 clusters Score -2.788867e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222282 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -27888670.000000 Penalty: 6112.118652
	Iteration 105Q: 3 clusters Score -2.788867e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222332 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -27888626.000000 Penalty: 6112.118652
	Iteration 106Q: 3 clusters Score -2.788863e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222379 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -27888626.000000 Penalty: 6112.118652
	Iteration 107Q: 3 clusters Score -2.788863e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222421 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -27888612.000000 Penalty: 6112.118652
	Iteration 108Q: 3 clusters Score -2.788861e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222451 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -27888596.000000 Penalty: 6112.118652
	Iteration 109Q: 3 clusters Score -2.78886e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222475 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -27888592.000000 Penalty: 6112.118652
	Iteration 110Q: 3 clusters Score -2.788859e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222500 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -27888582.000000 Penalty: 6112.118652
	Iteration 111Q: 3 clusters Score -2.788858e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222527 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -27888598.000000 Penalty: 6112.118652
	Iteration 112Q: 3 clusters Score -2.78886e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222540 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -27888592.000000 Penalty: 6112.118652
	Iteration 113Q: 3 clusters Score -2.788859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222553 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -27888594.000000 Penalty: 6112.118652
	Iteration 114Q: 3 clusters Score -2.788859e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222574 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -27888590.000000 Penalty: 6112.118652
	Iteration 115Q: 3 clusters Score -2.788859e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222591 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -27888538.000000 Penalty: 6112.118652
	Iteration 116Q: 3 clusters Score -2.788854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222602 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -27888530.000000 Penalty: 6112.118652
	Iteration 117Q: 3 clusters Score -2.788853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222611 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -27888520.000000 Penalty: 6112.118652
	Iteration 118Q: 3 clusters Score -2.788852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222618 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -27888520.000000 Penalty: 6112.118652
	Iteration 119Q: 3 clusters Score -2.788852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222631 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -27888514.000000 Penalty: 6112.118652
	Iteration 120F: 3 clusters Score -2.788851e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222643 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -27888518.000000 Penalty: 6112.118652
	Iteration 121Q: 3 clusters Score -2.788852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222651 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -27888502.000000 Penalty: 6112.118652
	Iteration 122Q: 3 clusters Score -2.78885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222662 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -27888498.000000 Penalty: 6112.118652
	Iteration 123Q: 3 clusters Score -2.78885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222672 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -27888478.000000 Penalty: 6112.118652
	Iteration 124Q: 3 clusters Score -2.788848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222676 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -27888496.000000 Penalty: 6112.118652
	Iteration 125Q: 3 clusters Score -2.78885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222682 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -27888472.000000 Penalty: 6112.118652
	Iteration 126Q: 3 clusters Score -2.788847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222687 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -27888464.000000 Penalty: 6112.118652
	Iteration 127Q: 3 clusters Score -2.788846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222690 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -27888454.000000 Penalty: 6112.118652
	Iteration 128Q: 3 clusters Score -2.788845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222693 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -27888444.000000 Penalty: 6112.118652
	Iteration 129Q: 3 clusters Score -2.788844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222694 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -27888442.000000 Penalty: 6112.118652
	Iteration 130Q: 3 clusters Score -2.788844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222694 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -27888442.000000 Penalty: 6112.118652
	Iteration 131F: 3 clusters Score -2.788844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (198454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198454 members 
Entering Unmasked Estep 
Score: -24764820.000000 Penalty: 3025.181641
	Iteration 0F: 2 clusters Score -2.476482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99392 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -24635892.000000 Penalty: 6050.363281
	Iteration 0F: 3 clusters Score -2.463589e+07 nChanged 95375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102829 members 
Mstep: Class 2 contains 95625 members 
Entering Unmasked Estep 
Score: -24692144.000000 Penalty: 6050.363281
	Iteration 1F: 3 clusters Score -2.469214e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104359 members 
Mstep: Class 2 contains 94095 members 
Entering Unmasked Estep 
Score: -24694076.000000 Penalty: 6050.363281
	Iteration 2Q: 3 clusters Score -2.469408e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106437 members 
Mstep: Class 2 contains 92017 members 
Entering Unmasked Estep 
Score: -24696654.000000 Penalty: 6050.363281
	Iteration 3Q: 3 clusters Score -2.469665e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108976 members 
Mstep: Class 2 contains 89478 members 
Entering Unmasked Estep 
Score: -24700522.000000 Penalty: 6050.363281
	Iteration 4Q: 3 clusters Score -2.470052e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112018 members 
Mstep: Class 2 contains 86436 members 
Entering Unmasked Estep 
Score: -24706164.000000 Penalty: 6050.363281
	Iteration 5Q: 3 clusters Score -2.470616e+07 nChanged 11246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115096 members 
Mstep: Class 2 contains 83358 members 
Entering Unmasked Estep 
Score: -24714116.000000 Penalty: 6050.363281
	Iteration 6F: 3 clusters Score -2.471412e+07 nChanged 12985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117513 members 
Mstep: Class 2 contains 80941 members 
Entering Unmasked Estep 
Score: -24724824.000000 Penalty: 6050.363281
	Iteration 7F: 3 clusters Score -2.472482e+07 nChanged 13435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118618 members 
Mstep: Class 2 contains 79836 members 
Entering Unmasked Estep 
Score: -24735014.000000 Penalty: 6050.363281
	Iteration 8F: 3 clusters Score -2.473501e+07 nChanged 11686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118698 members 
Mstep: Class 2 contains 79756 members 
Entering Unmasked Estep 
Score: -24742000.000000 Penalty: 6050.363281
	Iteration 9F: 3 clusters Score -2.4742e+07 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118467 members 
Mstep: Class 2 contains 79987 members 
Entering Unmasked Estep 
Score: -24744828.000000 Penalty: 6050.363281
	Iteration 10Q: 3 clusters Score -2.474483e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118189 members 
Mstep: Class 2 contains 80265 members 
Entering Unmasked Estep 
Score: -24746266.000000 Penalty: 6050.363281
	Iteration 11Q: 3 clusters Score -2.474627e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117875 members 
Mstep: Class 2 contains 80579 members 
Entering Unmasked Estep 
Score: -24747352.000000 Penalty: 6050.363281
	Iteration 12Q: 3 clusters Score -2.474735e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117487 members 
Mstep: Class 2 contains 80967 members 
Entering Unmasked Estep 
Score: -24748344.000000 Penalty: 6050.363281
	Iteration 13Q: 3 clusters Score -2.474834e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117095 members 
Mstep: Class 2 contains 81359 members 
Entering Unmasked Estep 
Score: -24749060.000000 Penalty: 6050.363281
	Iteration 14Q: 3 clusters Score -2.474906e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116736 members 
Mstep: Class 2 contains 81718 members 
Entering Unmasked Estep 
Score: -24749856.000000 Penalty: 6050.363281
	Iteration 15Q: 3 clusters Score -2.474986e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116453 members 
Mstep: Class 2 contains 82001 members 
Entering Unmasked Estep 
Score: -24750460.000000 Penalty: 6050.363281
	Iteration 16Q: 3 clusters Score -2.475046e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116329 members 
Mstep: Class 2 contains 82125 members 
Entering Unmasked Estep 
Score: -24751016.000000 Penalty: 6050.363281
	Iteration 17Q: 3 clusters Score -2.475102e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116258 members 
Mstep: Class 2 contains 82196 members 
Entering Unmasked Estep 
Score: -24751304.000000 Penalty: 6050.363281
	Iteration 18Q: 3 clusters Score -2.47513e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116291 members 
Mstep: Class 2 contains 82163 members 
Entering Unmasked Estep 
Score: -24751562.000000 Penalty: 6050.363281
	Iteration 19Q: 3 clusters Score -2.475156e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116347 members 
Mstep: Class 2 contains 82107 members 
Entering Unmasked Estep 
Score: -24751894.000000 Penalty: 6050.363281
	Iteration 20F: 3 clusters Score -2.475189e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116414 members 
Mstep: Class 2 contains 82040 members 
Entering Unmasked Estep 
Score: -24752088.000000 Penalty: 6050.363281
	Iteration 21Q: 3 clusters Score -2.475209e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116466 members 
Mstep: Class 2 contains 81988 members 
Entering Unmasked Estep 
Score: -24752152.000000 Penalty: 6050.363281
	Iteration 22Q: 3 clusters Score -2.475215e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116604 members 
Mstep: Class 2 contains 81850 members 
Entering Unmasked Estep 
Score: -24752304.000000 Penalty: 6050.363281
	Iteration 23Q: 3 clusters Score -2.47523e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116694 members 
Mstep: Class 2 contains 81760 members 
Entering Unmasked Estep 
Score: -24752414.000000 Penalty: 6050.363281
	Iteration 24Q: 3 clusters Score -2.475241e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116814 members 
Mstep: Class 2 contains 81640 members 
Entering Unmasked Estep 
Score: -24752446.000000 Penalty: 6050.363281
	Iteration 25Q: 3 clusters Score -2.475245e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116940 members 
Mstep: Class 2 contains 81514 members 
Entering Unmasked Estep 
Score: -24752444.000000 Penalty: 6050.363281
	Iteration 26Q: 3 clusters Score -2.475244e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117067 members 
Mstep: Class 2 contains 81387 members 
Entering Unmasked Estep 
Score: -24752426.000000 Penalty: 6050.363281
	Iteration 27Q: 3 clusters Score -2.475243e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117170 members 
Mstep: Class 2 contains 81284 members 
Entering Unmasked Estep 
Score: -24752516.000000 Penalty: 6050.363281
	Iteration 28Q: 3 clusters Score -2.475252e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117314 members 
Mstep: Class 2 contains 81140 members 
Entering Unmasked Estep 
Score: -24752568.000000 Penalty: 6050.363281
	Iteration 29Q: 3 clusters Score -2.475257e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117472 members 
Mstep: Class 2 contains 80982 members 
Entering Unmasked Estep 
Score: -24752674.000000 Penalty: 6050.363281
	Iteration 30Q: 3 clusters Score -2.475267e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117617 members 
Mstep: Class 2 contains 80837 members 
Entering Unmasked Estep 
Score: -24752650.000000 Penalty: 6050.363281
	Iteration 31Q: 3 clusters Score -2.475265e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117780 members 
Mstep: Class 2 contains 80674 members 
Entering Unmasked Estep 
Score: -24752728.000000 Penalty: 6050.363281
	Iteration 32Q: 3 clusters Score -2.475273e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117931 members 
Mstep: Class 2 contains 80523 members 
Entering Unmasked Estep 
Score: -24752754.000000 Penalty: 6050.363281
	Iteration 33Q: 3 clusters Score -2.475275e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118067 members 
Mstep: Class 2 contains 80387 members 
Entering Unmasked Estep 
Score: -24752794.000000 Penalty: 6050.363281
	Iteration 34Q: 3 clusters Score -2.475279e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118228 members 
Mstep: Class 2 contains 80226 members 
Entering Unmasked Estep 
Score: -24752758.000000 Penalty: 6050.363281
	Iteration 35Q: 3 clusters Score -2.475276e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118378 members 
Mstep: Class 2 contains 80076 members 
Entering Unmasked Estep 
Score: -24752776.000000 Penalty: 6050.363281
	Iteration 36Q: 3 clusters Score -2.475278e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118492 members 
Mstep: Class 2 contains 79962 members 
Entering Unmasked Estep 
Score: -24752760.000000 Penalty: 6050.363281
	Iteration 37Q: 3 clusters Score -2.475276e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118607 members 
Mstep: Class 2 contains 79847 members 
Entering Unmasked Estep 
Score: -24752768.000000 Penalty: 6050.363281
	Iteration 38Q: 3 clusters Score -2.475277e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118719 members 
Mstep: Class 2 contains 79735 members 
Entering Unmasked Estep 
Score: -24752752.000000 Penalty: 6050.363281
	Iteration 39Q: 3 clusters Score -2.475275e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118850 members 
Mstep: Class 2 contains 79604 members 
Entering Unmasked Estep 
Score: -24752774.000000 Penalty: 6050.363281
	Iteration 40F: 3 clusters Score -2.475277e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118986 members 
Mstep: Class 2 contains 79468 members 
Entering Unmasked Estep 
Score: -24752826.000000 Penalty: 6050.363281
	Iteration 41Q: 3 clusters Score -2.475283e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119126 members 
Mstep: Class 2 contains 79328 members 
Entering Unmasked Estep 
Score: -24752790.000000 Penalty: 6050.363281
	Iteration 42Q: 3 clusters Score -2.475279e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119285 members 
Mstep: Class 2 contains 79169 members 
Entering Unmasked Estep 
Score: -24752836.000000 Penalty: 6050.363281
	Iteration 43Q: 3 clusters Score -2.475284e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119431 members 
Mstep: Class 2 contains 79023 members 
Entering Unmasked Estep 
Score: -24752790.000000 Penalty: 6050.363281
	Iteration 44Q: 3 clusters Score -2.475279e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119615 members 
Mstep: Class 2 contains 78839 members 
Entering Unmasked Estep 
Score: -24752816.000000 Penalty: 6050.363281
	Iteration 45Q: 3 clusters Score -2.475282e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119816 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -24752840.000000 Penalty: 6050.363281
	Iteration 46Q: 3 clusters Score -2.475284e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120012 members 
Mstep: Class 2 contains 78442 members 
Entering Unmasked Estep 
Score: -24752896.000000 Penalty: 6050.363281
	Iteration 47Q: 3 clusters Score -2.47529e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120196 members 
Mstep: Class 2 contains 78258 members 
Entering Unmasked Estep 
Score: -24752878.000000 Penalty: 6050.363281
	Iteration 48Q: 3 clusters Score -2.475288e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120379 members 
Mstep: Class 2 contains 78075 members 
Entering Unmasked Estep 
Score: -24752908.000000 Penalty: 6050.363281
	Iteration 49Q: 3 clusters Score -2.475291e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120567 members 
Mstep: Class 2 contains 77887 members 
Entering Unmasked Estep 
Score: -24752930.000000 Penalty: 6050.363281
	Iteration 50Q: 3 clusters Score -2.475293e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120763 members 
Mstep: Class 2 contains 77691 members 
Entering Unmasked Estep 
Score: -24752938.000000 Penalty: 6050.363281
	Iteration 51Q: 3 clusters Score -2.475294e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120971 members 
Mstep: Class 2 contains 77483 members 
Entering Unmasked Estep 
Score: -24753000.000000 Penalty: 6050.363281
	Iteration 52Q: 3 clusters Score -2.4753e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121200 members 
Mstep: Class 2 contains 77254 members 
Entering Unmasked Estep 
Score: -24752996.000000 Penalty: 6050.363281
	Iteration 53Q: 3 clusters Score -2.4753e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121420 members 
Mstep: Class 2 contains 77034 members 
Entering Unmasked Estep 
Score: -24753008.000000 Penalty: 6050.363281
	Iteration 54Q: 3 clusters Score -2.475301e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121631 members 
Mstep: Class 2 contains 76823 members 
Entering Unmasked Estep 
Score: -24753038.000000 Penalty: 6050.363281
	Iteration 55Q: 3 clusters Score -2.475304e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121850 members 
Mstep: Class 2 contains 76604 members 
Entering Unmasked Estep 
Score: -24753044.000000 Penalty: 6050.363281
	Iteration 56Q: 3 clusters Score -2.475304e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122072 members 
Mstep: Class 2 contains 76382 members 
Entering Unmasked Estep 
Score: -24753082.000000 Penalty: 6050.363281
	Iteration 57Q: 3 clusters Score -2.475308e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122366 members 
Mstep: Class 2 contains 76088 members 
Entering Unmasked Estep 
Score: -24753104.000000 Penalty: 6050.363281
	Iteration 58Q: 3 clusters Score -2.47531e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122682 members 
Mstep: Class 2 contains 75772 members 
Entering Unmasked Estep 
Score: -24753130.000000 Penalty: 6050.363281
	Iteration 59Q: 3 clusters Score -2.475313e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123001 members 
Mstep: Class 2 contains 75453 members 
Entering Unmasked Estep 
Score: -24753130.000000 Penalty: 6050.363281
	Iteration 60F: 3 clusters Score -2.475313e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123338 members 
Mstep: Class 2 contains 75116 members 
Entering Unmasked Estep 
Score: -24753078.000000 Penalty: 6050.363281
	Iteration 61Q: 3 clusters Score -2.475308e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123675 members 
Mstep: Class 2 contains 74779 members 
Entering Unmasked Estep 
Score: -24753098.000000 Penalty: 6050.363281
	Iteration 62Q: 3 clusters Score -2.47531e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123976 members 
Mstep: Class 2 contains 74478 members 
Entering Unmasked Estep 
Score: -24753110.000000 Penalty: 6050.363281
	Iteration 63Q: 3 clusters Score -2.475311e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124280 members 
Mstep: Class 2 contains 74174 members 
Entering Unmasked Estep 
Score: -24753154.000000 Penalty: 6050.363281
	Iteration 64Q: 3 clusters Score -2.475315e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124616 members 
Mstep: Class 2 contains 73838 members 
Entering Unmasked Estep 
Score: -24753250.000000 Penalty: 6050.363281
	Iteration 65Q: 3 clusters Score -2.475325e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124941 members 
Mstep: Class 2 contains 73513 members 
Entering Unmasked Estep 
Score: -24753280.000000 Penalty: 6050.363281
	Iteration 66Q: 3 clusters Score -2.475328e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125274 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
Score: -24753310.000000 Penalty: 6050.363281
	Iteration 67Q: 3 clusters Score -2.475331e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125617 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -24753336.000000 Penalty: 6050.363281
	Iteration 68Q: 3 clusters Score -2.475334e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126022 members 
Mstep: Class 2 contains 72432 members 
Entering Unmasked Estep 
Score: -24753342.000000 Penalty: 6050.363281
	Iteration 69Q: 3 clusters Score -2.475334e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126401 members 
Mstep: Class 2 contains 72053 members 
Entering Unmasked Estep 
Score: -24753446.000000 Penalty: 6050.363281
	Iteration 70Q: 3 clusters Score -2.475345e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126769 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -24753480.000000 Penalty: 6050.363281
	Iteration 71Q: 3 clusters Score -2.475348e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127175 members 
Mstep: Class 2 contains 71279 members 
Entering Unmasked Estep 
Score: -24753484.000000 Penalty: 6050.363281
	Iteration 72Q: 3 clusters Score -2.475348e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127574 members 
Mstep: Class 2 contains 70880 members 
Entering Unmasked Estep 
Score: -24753504.000000 Penalty: 6050.363281
	Iteration 73Q: 3 clusters Score -2.47535e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128027 members 
Mstep: Class 2 contains 70427 members 
Entering Unmasked Estep 
Score: -24753496.000000 Penalty: 6050.363281
	Iteration 74Q: 3 clusters Score -2.47535e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128498 members 
Mstep: Class 2 contains 69956 members 
Entering Unmasked Estep 
Score: -24753506.000000 Penalty: 6050.363281
	Iteration 75Q: 3 clusters Score -2.475351e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128969 members 
Mstep: Class 2 contains 69485 members 
Entering Unmasked Estep 
Score: -24753544.000000 Penalty: 6050.363281
	Iteration 76Q: 3 clusters Score -2.475354e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129443 members 
Mstep: Class 2 contains 69011 members 
Entering Unmasked Estep 
Score: -24753680.000000 Penalty: 6050.363281
	Iteration 77Q: 3 clusters Score -2.475368e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129899 members 
Mstep: Class 2 contains 68555 members 
Entering Unmasked Estep 
Score: -24753742.000000 Penalty: 6050.363281
	Iteration 78Q: 3 clusters Score -2.475374e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130411 members 
Mstep: Class 2 contains 68043 members 
Entering Unmasked Estep 
Score: -24753794.000000 Penalty: 6050.363281
	Iteration 79Q: 3 clusters Score -2.475379e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130912 members 
Mstep: Class 2 contains 67542 members 
Entering Unmasked Estep 
Score: -24753858.000000 Penalty: 6050.363281
	Iteration 80F: 3 clusters Score -2.475386e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131456 members 
Mstep: Class 2 contains 66998 members 
Entering Unmasked Estep 
Score: -24753978.000000 Penalty: 6050.363281
	Iteration 81Q: 3 clusters Score -2.475398e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132059 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -24754050.000000 Penalty: 6050.363281
	Iteration 82Q: 3 clusters Score -2.475405e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132639 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -24754102.000000 Penalty: 6050.363281
	Iteration 83Q: 3 clusters Score -2.47541e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133177 members 
Mstep: Class 2 contains 65277 members 
Entering Unmasked Estep 
Score: -24754134.000000 Penalty: 6050.363281
	Iteration 84Q: 3 clusters Score -2.475413e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133740 members 
Mstep: Class 2 contains 64714 members 
Entering Unmasked Estep 
Score: -24754202.000000 Penalty: 6050.363281
	Iteration 85Q: 3 clusters Score -2.47542e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134269 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -24754220.000000 Penalty: 6050.363281
	Iteration 86Q: 3 clusters Score -2.475422e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134841 members 
Mstep: Class 2 contains 63613 members 
Entering Unmasked Estep 
Score: -24754254.000000 Penalty: 6050.363281
	Iteration 87Q: 3 clusters Score -2.475425e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135476 members 
Mstep: Class 2 contains 62978 members 
Entering Unmasked Estep 
Score: -24754316.000000 Penalty: 6050.363281
	Iteration 88Q: 3 clusters Score -2.475432e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136104 members 
Mstep: Class 2 contains 62350 members 
Entering Unmasked Estep 
Score: -24754384.000000 Penalty: 6050.363281
	Iteration 89Q: 3 clusters Score -2.475438e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136751 members 
Mstep: Class 2 contains 61703 members 
Entering Unmasked Estep 
Score: -24754444.000000 Penalty: 6050.363281
	Iteration 90Q: 3 clusters Score -2.475444e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137412 members 
Mstep: Class 2 contains 61042 members 
Entering Unmasked Estep 
Score: -24754488.000000 Penalty: 6050.363281
	Iteration 91Q: 3 clusters Score -2.475449e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138114 members 
Mstep: Class 2 contains 60340 members 
Entering Unmasked Estep 
Score: -24754628.000000 Penalty: 6050.363281
	Iteration 92Q: 3 clusters Score -2.475463e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138798 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -24754728.000000 Penalty: 6050.363281
	Iteration 93Q: 3 clusters Score -2.475473e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139530 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
Score: -24754900.000000 Penalty: 6050.363281
	Iteration 94Q: 3 clusters Score -2.47549e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140254 members 
Mstep: Class 2 contains 58200 members 
Entering Unmasked Estep 
Score: -24755000.000000 Penalty: 6050.363281
	Iteration 95Q: 3 clusters Score -2.4755e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141039 members 
Mstep: Class 2 contains 57415 members 
Entering Unmasked Estep 
Score: -24755132.000000 Penalty: 6050.363281
	Iteration 96Q: 3 clusters Score -2.475513e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141767 members 
Mstep: Class 2 contains 56687 members 
Entering Unmasked Estep 
Score: -24755264.000000 Penalty: 6050.363281
	Iteration 97Q: 3 clusters Score -2.475526e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142525 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
Score: -24755336.000000 Penalty: 6050.363281
	Iteration 98Q: 3 clusters Score -2.475534e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143294 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -24755458.000000 Penalty: 6050.363281
	Iteration 99Q: 3 clusters Score -2.475546e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144011 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -24755582.000000 Penalty: 6050.363281
	Iteration 100F: 3 clusters Score -2.475558e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144769 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -24755650.000000 Penalty: 6050.363281
	Iteration 101Q: 3 clusters Score -2.475565e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145559 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -24755808.000000 Penalty: 6050.363281
	Iteration 102Q: 3 clusters Score -2.475581e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146363 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -24756000.000000 Penalty: 6050.363281
	Iteration 103Q: 3 clusters Score -2.4756e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147196 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -24756052.000000 Penalty: 6050.363281
	Iteration 104Q: 3 clusters Score -2.475605e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148114 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -24756178.000000 Penalty: 6050.363281
	Iteration 105Q: 3 clusters Score -2.475618e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149015 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
Score: -24756382.000000 Penalty: 6050.363281
	Iteration 106Q: 3 clusters Score -2.475638e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149942 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -24756590.000000 Penalty: 6050.363281
	Iteration 107Q: 3 clusters Score -2.475659e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150825 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -24756710.000000 Penalty: 6050.363281
	Iteration 108Q: 3 clusters Score -2.475671e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151673 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -24756844.000000 Penalty: 6050.363281
	Iteration 109Q: 3 clusters Score -2.475684e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152540 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -24757040.000000 Penalty: 6050.363281
	Iteration 110Q: 3 clusters Score -2.475704e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153398 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -24757156.000000 Penalty: 6050.363281
	Iteration 111Q: 3 clusters Score -2.475716e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154236 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -24757366.000000 Penalty: 6050.363281
	Iteration 112Q: 3 clusters Score -2.475737e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155074 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -24757524.000000 Penalty: 6050.363281
	Iteration 113Q: 3 clusters Score -2.475752e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155942 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -24757730.000000 Penalty: 6050.363281
	Iteration 114Q: 3 clusters Score -2.475773e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156843 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -24757904.000000 Penalty: 6050.363281
	Iteration 115Q: 3 clusters Score -2.47579e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157744 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -24758052.000000 Penalty: 6050.363281
	Iteration 116Q: 3 clusters Score -2.475805e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158683 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -24758308.000000 Penalty: 6050.363281
	Iteration 117Q: 3 clusters Score -2.475831e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159593 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -24758458.000000 Penalty: 6050.363281
	Iteration 118Q: 3 clusters Score -2.475846e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160501 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -24758594.000000 Penalty: 6050.363281
	Iteration 119Q: 3 clusters Score -2.475859e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161388 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -24758706.000000 Penalty: 6050.363281
	Iteration 120F: 3 clusters Score -2.475871e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162220 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -24758832.000000 Penalty: 6050.363281
	Iteration 121Q: 3 clusters Score -2.475883e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163027 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -24758896.000000 Penalty: 6050.363281
	Iteration 122Q: 3 clusters Score -2.47589e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163778 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -24759070.000000 Penalty: 6050.363281
	Iteration 123Q: 3 clusters Score -2.475907e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164481 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -24759142.000000 Penalty: 6050.363281
	Iteration 124Q: 3 clusters Score -2.475914e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165171 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -24759196.000000 Penalty: 6050.363281
	Iteration 125Q: 3 clusters Score -2.47592e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165830 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -24759214.000000 Penalty: 6050.363281
	Iteration 126Q: 3 clusters Score -2.475921e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166391 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -24759258.000000 Penalty: 6050.363281
	Iteration 127Q: 3 clusters Score -2.475926e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166907 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -24759264.000000 Penalty: 6050.363281
	Iteration 128Q: 3 clusters Score -2.475926e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167371 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -24759330.000000 Penalty: 6050.363281
	Iteration 129Q: 3 clusters Score -2.475933e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167800 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -24759354.000000 Penalty: 6050.363281
	Iteration 130Q: 3 clusters Score -2.475935e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168182 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -24759434.000000 Penalty: 6050.363281
	Iteration 131Q: 3 clusters Score -2.475943e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168551 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -24759428.000000 Penalty: 6050.363281
	Iteration 132Q: 3 clusters Score -2.475943e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168888 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -24759512.000000 Penalty: 6050.363281
	Iteration 133Q: 3 clusters Score -2.475951e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169223 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -24759548.000000 Penalty: 6050.363281
	Iteration 134Q: 3 clusters Score -2.475955e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169527 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -24759594.000000 Penalty: 6050.363281
	Iteration 135Q: 3 clusters Score -2.475959e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169798 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -24759634.000000 Penalty: 6050.363281
	Iteration 136Q: 3 clusters Score -2.475963e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170052 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -24759618.000000 Penalty: 6050.363281
	Iteration 137Q: 3 clusters Score -2.475962e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170285 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -24759644.000000 Penalty: 6050.363281
	Iteration 138Q: 3 clusters Score -2.475964e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170501 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -24759664.000000 Penalty: 6050.363281
	Iteration 139Q: 3 clusters Score -2.475966e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170728 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -24759644.000000 Penalty: 6050.363281
	Iteration 140F: 3 clusters Score -2.475964e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170938 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -24759664.000000 Penalty: 6050.363281
	Iteration 141Q: 3 clusters Score -2.475966e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171127 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -24759710.000000 Penalty: 6050.363281
	Iteration 142Q: 3 clusters Score -2.475971e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171280 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -24759708.000000 Penalty: 6050.363281
	Iteration 143Q: 3 clusters Score -2.475971e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171422 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -24759726.000000 Penalty: 6050.363281
	Iteration 144Q: 3 clusters Score -2.475973e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171548 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -24759760.000000 Penalty: 6050.363281
	Iteration 145Q: 3 clusters Score -2.475976e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171681 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -24759738.000000 Penalty: 6050.363281
	Iteration 146Q: 3 clusters Score -2.475974e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171819 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -24759708.000000 Penalty: 6050.363281
	Iteration 147Q: 3 clusters Score -2.475971e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171945 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -24759730.000000 Penalty: 6050.363281
	Iteration 148Q: 3 clusters Score -2.475973e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172067 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -24759802.000000 Penalty: 6050.363281
	Iteration 149Q: 3 clusters Score -2.47598e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172179 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -24759836.000000 Penalty: 6050.363281
	Iteration 150Q: 3 clusters Score -2.475984e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172298 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -24759834.000000 Penalty: 6050.363281
	Iteration 151Q: 3 clusters Score -2.475983e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172416 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -24759814.000000 Penalty: 6050.363281
	Iteration 152Q: 3 clusters Score -2.475981e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172552 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -24759822.000000 Penalty: 6050.363281
	Iteration 153Q: 3 clusters Score -2.475982e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172676 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -24759844.000000 Penalty: 6050.363281
	Iteration 154Q: 3 clusters Score -2.475984e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172801 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -24759888.000000 Penalty: 6050.363281
	Iteration 155Q: 3 clusters Score -2.475989e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172927 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -24759918.000000 Penalty: 6050.363281
	Iteration 156Q: 3 clusters Score -2.475992e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173054 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.475993e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173154 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -24759936.000000 Penalty: 6050.363281
	Iteration 158Q: 3 clusters Score -2.475994e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173264 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -24759954.000000 Penalty: 6050.363281
	Iteration 159Q: 3 clusters Score -2.475995e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173397 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -24759972.000000 Penalty: 6050.363281
	Iteration 160F: 3 clusters Score -2.475997e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173532 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -24759986.000000 Penalty: 6050.363281
	Iteration 161Q: 3 clusters Score -2.475999e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173678 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -24759972.000000 Penalty: 6050.363281
	Iteration 162Q: 3 clusters Score -2.475997e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173836 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -24760014.000000 Penalty: 6050.363281
	Iteration 163Q: 3 clusters Score -2.476001e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173976 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -24760026.000000 Penalty: 6050.363281
	Iteration 164Q: 3 clusters Score -2.476003e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174122 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -24760018.000000 Penalty: 6050.363281
	Iteration 165Q: 3 clusters Score -2.476002e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174259 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -24760004.000000 Penalty: 6050.363281
	Iteration 166Q: 3 clusters Score -2.476e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174406 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -24760100.000000 Penalty: 6050.363281
	Iteration 167Q: 3 clusters Score -2.47601e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174542 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -24760094.000000 Penalty: 6050.363281
	Iteration 168Q: 3 clusters Score -2.476009e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174675 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -24760074.000000 Penalty: 6050.363281
	Iteration 169Q: 3 clusters Score -2.476007e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174829 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -24760124.000000 Penalty: 6050.363281
	Iteration 170Q: 3 clusters Score -2.476012e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174978 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -24760144.000000 Penalty: 6050.363281
	Iteration 171Q: 3 clusters Score -2.476014e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175105 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -24760178.000000 Penalty: 6050.363281
	Iteration 172Q: 3 clusters Score -2.476018e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175213 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -24760158.000000 Penalty: 6050.363281
	Iteration 173Q: 3 clusters Score -2.476016e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175309 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -24760192.000000 Penalty: 6050.363281
	Iteration 174Q: 3 clusters Score -2.476019e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175402 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -24760200.000000 Penalty: 6050.363281
	Iteration 175Q: 3 clusters Score -2.47602e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175491 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -24760212.000000 Penalty: 6050.363281
	Iteration 176Q: 3 clusters Score -2.476021e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175577 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -24760204.000000 Penalty: 6050.363281
	Iteration 177Q: 3 clusters Score -2.47602e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175660 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -24760220.000000 Penalty: 6050.363281
	Iteration 178Q: 3 clusters Score -2.476022e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175736 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -24760222.000000 Penalty: 6050.363281
	Iteration 179Q: 3 clusters Score -2.476022e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175817 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -24760202.000000 Penalty: 6050.363281
	Iteration 180F: 3 clusters Score -2.47602e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175910 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -24760214.000000 Penalty: 6050.363281
	Iteration 181Q: 3 clusters Score -2.476021e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176009 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -24760192.000000 Penalty: 6050.363281
	Iteration 182Q: 3 clusters Score -2.476019e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176114 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -24760210.000000 Penalty: 6050.363281
	Iteration 183Q: 3 clusters Score -2.476021e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176236 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -24760236.000000 Penalty: 6050.363281
	Iteration 184Q: 3 clusters Score -2.476024e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176348 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -24760230.000000 Penalty: 6050.363281
	Iteration 185Q: 3 clusters Score -2.476023e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176461 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -24760230.000000 Penalty: 6050.363281
	Iteration 186Q: 3 clusters Score -2.476023e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176565 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -24760260.000000 Penalty: 6050.363281
	Iteration 187Q: 3 clusters Score -2.476026e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176658 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -24760244.000000 Penalty: 6050.363281
	Iteration 188Q: 3 clusters Score -2.476024e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176741 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -24760244.000000 Penalty: 6050.363281
	Iteration 189Q: 3 clusters Score -2.476024e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176835 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -24760282.000000 Penalty: 6050.363281
	Iteration 190Q: 3 clusters Score -2.476028e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176913 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -24760306.000000 Penalty: 6050.363281
	Iteration 191Q: 3 clusters Score -2.476031e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176964 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -24760318.000000 Penalty: 6050.363281
	Iteration 192Q: 3 clusters Score -2.476032e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177023 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -24760300.000000 Penalty: 6050.363281
	Iteration 193Q: 3 clusters Score -2.47603e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177101 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -24760316.000000 Penalty: 6050.363281
	Iteration 194Q: 3 clusters Score -2.476032e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177172 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -24760300.000000 Penalty: 6050.363281
	Iteration 195Q: 3 clusters Score -2.47603e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177231 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -24760342.000000 Penalty: 6050.363281
	Iteration 196Q: 3 clusters Score -2.476034e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177284 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -24760340.000000 Penalty: 6050.363281
	Iteration 197Q: 3 clusters Score -2.476034e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177319 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -24760326.000000 Penalty: 6050.363281
	Iteration 198Q: 3 clusters Score -2.476033e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177343 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -24760310.000000 Penalty: 6050.363281
	Iteration 199Q: 3 clusters Score -2.476031e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177361 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -24760334.000000 Penalty: 6050.363281
	Iteration 200F: 3 clusters Score -2.476033e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177376 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -24760338.000000 Penalty: 6050.363281
	Iteration 201Q: 3 clusters Score -2.476034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177391 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -24760316.000000 Penalty: 6050.363281
	Iteration 202Q: 3 clusters Score -2.476032e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177405 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -24760332.000000 Penalty: 6050.363281
	Iteration 203Q: 3 clusters Score -2.476033e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177422 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -24760356.000000 Penalty: 6050.363281
	Iteration 204Q: 3 clusters Score -2.476036e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177444 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -24760346.000000 Penalty: 6050.363281
	Iteration 205Q: 3 clusters Score -2.476035e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177466 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -24760354.000000 Penalty: 6050.363281
	Iteration 206Q: 3 clusters Score -2.476035e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177494 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -24760356.000000 Penalty: 6050.363281
	Iteration 207Q: 3 clusters Score -2.476036e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177528 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -24760368.000000 Penalty: 6050.363281
	Iteration 208Q: 3 clusters Score -2.476037e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177564 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -24760380.000000 Penalty: 6050.363281
	Iteration 209Q: 3 clusters Score -2.476038e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177597 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -24760378.000000 Penalty: 6050.363281
	Iteration 210Q: 3 clusters Score -2.476038e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177633 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -24760338.000000 Penalty: 6050.363281
	Iteration 211Q: 3 clusters Score -2.476034e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177665 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -24760368.000000 Penalty: 6050.363281
	Iteration 212Q: 3 clusters Score -2.476037e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177708 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -24760370.000000 Penalty: 6050.363281
	Iteration 213Q: 3 clusters Score -2.476037e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177747 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -24760362.000000 Penalty: 6050.363281
	Iteration 214Q: 3 clusters Score -2.476036e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177772 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -24760366.000000 Penalty: 6050.363281
	Iteration 215Q: 3 clusters Score -2.476037e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177803 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -24760340.000000 Penalty: 6050.363281
	Iteration 216Q: 3 clusters Score -2.476034e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177847 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -24760350.000000 Penalty: 6050.363281
	Iteration 217Q: 3 clusters Score -2.476035e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177878 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -24760340.000000 Penalty: 6050.363281
	Iteration 218Q: 3 clusters Score -2.476034e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177915 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -24760336.000000 Penalty: 6050.363281
	Iteration 219Q: 3 clusters Score -2.476034e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177955 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -24760360.000000 Penalty: 6050.363281
	Iteration 220F: 3 clusters Score -2.476036e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177993 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -24760368.000000 Penalty: 6050.363281
	Iteration 221Q: 3 clusters Score -2.476037e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178024 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -24760382.000000 Penalty: 6050.363281
	Iteration 222Q: 3 clusters Score -2.476038e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178050 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -24760370.000000 Penalty: 6050.363281
	Iteration 223Q: 3 clusters Score -2.476037e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178071 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -24760380.000000 Penalty: 6050.363281
	Iteration 224Q: 3 clusters Score -2.476038e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178093 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -24760358.000000 Penalty: 6050.363281
	Iteration 225Q: 3 clusters Score -2.476036e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178119 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -24760362.000000 Penalty: 6050.363281
	Iteration 226Q: 3 clusters Score -2.476036e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178149 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -24760344.000000 Penalty: 6050.363281
	Iteration 227Q: 3 clusters Score -2.476034e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178180 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -24760354.000000 Penalty: 6050.363281
	Iteration 228Q: 3 clusters Score -2.476035e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178202 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -24760374.000000 Penalty: 6050.363281
	Iteration 229Q: 3 clusters Score -2.476037e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178225 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -24760390.000000 Penalty: 6050.363281
	Iteration 230Q: 3 clusters Score -2.476039e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178239 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -24760388.000000 Penalty: 6050.363281
	Iteration 231Q: 3 clusters Score -2.476039e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178254 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -24760404.000000 Penalty: 6050.363281
	Iteration 232Q: 3 clusters Score -2.47604e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178264 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -24760406.000000 Penalty: 6050.363281
	Iteration 233Q: 3 clusters Score -2.476041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178276 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -24760418.000000 Penalty: 6050.363281
	Iteration 234Q: 3 clusters Score -2.476042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178286 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -24760424.000000 Penalty: 6050.363281
	Iteration 235Q: 3 clusters Score -2.476042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178293 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -24760410.000000 Penalty: 6050.363281
	Iteration 236Q: 3 clusters Score -2.476041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178303 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -24760442.000000 Penalty: 6050.363281
	Iteration 237Q: 3 clusters Score -2.476044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178311 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -24760440.000000 Penalty: 6050.363281
	Iteration 238Q: 3 clusters Score -2.476044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178321 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -24760460.000000 Penalty: 6050.363281
	Iteration 239Q: 3 clusters Score -2.476046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178334 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -24760456.000000 Penalty: 6050.363281
	Iteration 240F: 3 clusters Score -2.476046e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178350 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -24760438.000000 Penalty: 6050.363281
	Iteration 241Q: 3 clusters Score -2.476044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178365 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -24760438.000000 Penalty: 6050.363281
	Iteration 242Q: 3 clusters Score -2.476044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178376 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -24760434.000000 Penalty: 6050.363281
	Iteration 243Q: 3 clusters Score -2.476043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178387 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -24760422.000000 Penalty: 6050.363281
	Iteration 244Q: 3 clusters Score -2.476042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178403 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -24760432.000000 Penalty: 6050.363281
	Iteration 245Q: 3 clusters Score -2.476043e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178418 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -24760422.000000 Penalty: 6050.363281
	Iteration 246Q: 3 clusters Score -2.476042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178435 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -24760398.000000 Penalty: 6050.363281
	Iteration 247Q: 3 clusters Score -2.47604e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178447 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -24760432.000000 Penalty: 6050.363281
	Iteration 248Q: 3 clusters Score -2.476043e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178465 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -24760418.000000 Penalty: 6050.363281
	Iteration 249Q: 3 clusters Score -2.476042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178474 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -24760416.000000 Penalty: 6050.363281
	Iteration 250Q: 3 clusters Score -2.476042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178485 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -24760434.000000 Penalty: 6050.363281
	Iteration 251Q: 3 clusters Score -2.476043e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178500 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -24760418.000000 Penalty: 6050.363281
	Iteration 252Q: 3 clusters Score -2.476042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178509 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -24760436.000000 Penalty: 6050.363281
	Iteration 253Q: 3 clusters Score -2.476044e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178520 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -24760440.000000 Penalty: 6050.363281
	Iteration 254Q: 3 clusters Score -2.476044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178531 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -24760434.000000 Penalty: 6050.363281
	Iteration 255Q: 3 clusters Score -2.476043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178541 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -24760446.000000 Penalty: 6050.363281
	Iteration 256Q: 3 clusters Score -2.476045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178553 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -24760446.000000 Penalty: 6050.363281
	Iteration 257Q: 3 clusters Score -2.476045e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178572 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -24760454.000000 Penalty: 6050.363281
	Iteration 258Q: 3 clusters Score -2.476045e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178607 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -24760462.000000 Penalty: 6050.363281
	Iteration 259Q: 3 clusters Score -2.476046e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178645 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -24760460.000000 Penalty: 6050.363281
	Iteration 260F: 3 clusters Score -2.476046e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178681 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -24760446.000000 Penalty: 6050.363281
	Iteration 261Q: 3 clusters Score -2.476045e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178722 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -24760490.000000 Penalty: 6050.363281
	Iteration 262Q: 3 clusters Score -2.476049e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178758 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -24760502.000000 Penalty: 6050.363281
	Iteration 263Q: 3 clusters Score -2.47605e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178798 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -24760498.000000 Penalty: 6050.363281
	Iteration 264Q: 3 clusters Score -2.47605e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178842 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -24760504.000000 Penalty: 6050.363281
	Iteration 265Q: 3 clusters Score -2.47605e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178883 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -24760496.000000 Penalty: 6050.363281
	Iteration 266Q: 3 clusters Score -2.47605e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178918 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -24760482.000000 Penalty: 6050.363281
	Iteration 267Q: 3 clusters Score -2.476048e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178946 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -24760502.000000 Penalty: 6050.363281
	Iteration 268Q: 3 clusters Score -2.47605e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178976 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -24760520.000000 Penalty: 6050.363281
	Iteration 269Q: 3 clusters Score -2.476052e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179009 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -24760544.000000 Penalty: 6050.363281
	Iteration 270Q: 3 clusters Score -2.476054e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179040 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -24760538.000000 Penalty: 6050.363281
	Iteration 271Q: 3 clusters Score -2.476054e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179078 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -24760526.000000 Penalty: 6050.363281
	Iteration 272Q: 3 clusters Score -2.476053e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179104 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -24760520.000000 Penalty: 6050.363281
	Iteration 273Q: 3 clusters Score -2.476052e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179132 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -24760512.000000 Penalty: 6050.363281
	Iteration 274Q: 3 clusters Score -2.476051e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179148 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -24760530.000000 Penalty: 6050.363281
	Iteration 275Q: 3 clusters Score -2.476053e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179172 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -24760552.000000 Penalty: 6050.363281
	Iteration 276Q: 3 clusters Score -2.476055e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179189 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -24760572.000000 Penalty: 6050.363281
	Iteration 277Q: 3 clusters Score -2.476057e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179212 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -24760556.000000 Penalty: 6050.363281
	Iteration 278Q: 3 clusters Score -2.476056e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179237 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -24760578.000000 Penalty: 6050.363281
	Iteration 279Q: 3 clusters Score -2.476058e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179259 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -24760572.000000 Penalty: 6050.363281
	Iteration 280F: 3 clusters Score -2.476057e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179288 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -24760586.000000 Penalty: 6050.363281
	Iteration 281Q: 3 clusters Score -2.476059e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179319 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -24760576.000000 Penalty: 6050.363281
	Iteration 282Q: 3 clusters Score -2.476058e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179356 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -24760600.000000 Penalty: 6050.363281
	Iteration 283Q: 3 clusters Score -2.47606e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179389 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -24760624.000000 Penalty: 6050.363281
	Iteration 284Q: 3 clusters Score -2.476062e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179426 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -24760600.000000 Penalty: 6050.363281
	Iteration 285Q: 3 clusters Score -2.47606e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179458 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -24760588.000000 Penalty: 6050.363281
	Iteration 286Q: 3 clusters Score -2.476059e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179488 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -24760590.000000 Penalty: 6050.363281
	Iteration 287Q: 3 clusters Score -2.476059e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179503 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -24760566.000000 Penalty: 6050.363281
	Iteration 288Q: 3 clusters Score -2.476057e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179517 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -24760584.000000 Penalty: 6050.363281
	Iteration 289Q: 3 clusters Score -2.476058e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179535 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -24760588.000000 Penalty: 6050.363281
	Iteration 290Q: 3 clusters Score -2.476059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179549 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -24760588.000000 Penalty: 6050.363281
	Iteration 291Q: 3 clusters Score -2.476059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179564 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -24760590.000000 Penalty: 6050.363281
	Iteration 292Q: 3 clusters Score -2.476059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179578 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -24760610.000000 Penalty: 6050.363281
	Iteration 293Q: 3 clusters Score -2.476061e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179593 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -24760612.000000 Penalty: 6050.363281
	Iteration 294Q: 3 clusters Score -2.476061e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179609 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -24760608.000000 Penalty: 6050.363281
	Iteration 295Q: 3 clusters Score -2.476061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179618 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -24760606.000000 Penalty: 6050.363281
	Iteration 296Q: 3 clusters Score -2.476061e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179631 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -24760618.000000 Penalty: 6050.363281
	Iteration 297Q: 3 clusters Score -2.476062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179637 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -24760604.000000 Penalty: 6050.363281
	Iteration 298Q: 3 clusters Score -2.47606e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179648 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -24760594.000000 Penalty: 6050.363281
	Iteration 299Q: 3 clusters Score -2.476059e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179669 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -24760612.000000 Penalty: 6050.363281
	Iteration 300F: 3 clusters Score -2.476061e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179690 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -24760598.000000 Penalty: 6050.363281
	Iteration 301Q: 3 clusters Score -2.47606e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179711 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -24760604.000000 Penalty: 6050.363281
	Iteration 302Q: 3 clusters Score -2.47606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179725 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -24760608.000000 Penalty: 6050.363281
	Iteration 303Q: 3 clusters Score -2.476061e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179751 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -24760598.000000 Penalty: 6050.363281
	Iteration 304Q: 3 clusters Score -2.47606e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179779 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -24760592.000000 Penalty: 6050.363281
	Iteration 305Q: 3 clusters Score -2.476059e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179803 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -24760644.000000 Penalty: 6050.363281
	Iteration 306Q: 3 clusters Score -2.476064e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179840 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -24760614.000000 Penalty: 6050.363281
	Iteration 307Q: 3 clusters Score -2.476061e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179869 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -24760620.000000 Penalty: 6050.363281
	Iteration 308Q: 3 clusters Score -2.476062e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179893 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -24760648.000000 Penalty: 6050.363281
	Iteration 309Q: 3 clusters Score -2.476065e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179917 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -24760632.000000 Penalty: 6050.363281
	Iteration 310Q: 3 clusters Score -2.476063e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179937 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -24760632.000000 Penalty: 6050.363281
	Iteration 311Q: 3 clusters Score -2.476063e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179959 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -24760646.000000 Penalty: 6050.363281
	Iteration 312Q: 3 clusters Score -2.476065e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179983 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -24760600.000000 Penalty: 6050.363281
	Iteration 313Q: 3 clusters Score -2.47606e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180006 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -24760586.000000 Penalty: 6050.363281
	Iteration 314Q: 3 clusters Score -2.476059e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180035 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -24760598.000000 Penalty: 6050.363281
	Iteration 315Q: 3 clusters Score -2.47606e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180068 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -24760588.000000 Penalty: 6050.363281
	Iteration 316Q: 3 clusters Score -2.476059e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180106 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -24760592.000000 Penalty: 6050.363281
	Iteration 317Q: 3 clusters Score -2.476059e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180137 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -24760614.000000 Penalty: 6050.363281
	Iteration 318Q: 3 clusters Score -2.476061e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180180 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -24760640.000000 Penalty: 6050.363281
	Iteration 319Q: 3 clusters Score -2.476064e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180209 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -24760646.000000 Penalty: 6050.363281
	Iteration 320F: 3 clusters Score -2.476065e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180240 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -24760624.000000 Penalty: 6050.363281
	Iteration 321Q: 3 clusters Score -2.476062e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180276 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -24760624.000000 Penalty: 6050.363281
	Iteration 322Q: 3 clusters Score -2.476062e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180304 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -24760642.000000 Penalty: 6050.363281
	Iteration 323Q: 3 clusters Score -2.476064e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180333 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -24760666.000000 Penalty: 6050.363281
	Iteration 324Q: 3 clusters Score -2.476067e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180358 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -24760682.000000 Penalty: 6050.363281
	Iteration 325Q: 3 clusters Score -2.476068e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180390 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -24760716.000000 Penalty: 6050.363281
	Iteration 326Q: 3 clusters Score -2.476072e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180426 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -24760726.000000 Penalty: 6050.363281
	Iteration 327Q: 3 clusters Score -2.476073e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180465 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -24760716.000000 Penalty: 6050.363281
	Iteration 328Q: 3 clusters Score -2.476072e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180492 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -24760712.000000 Penalty: 6050.363281
	Iteration 329Q: 3 clusters Score -2.476071e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180510 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -24760700.000000 Penalty: 6050.363281
	Iteration 330Q: 3 clusters Score -2.47607e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180518 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -24760716.000000 Penalty: 6050.363281
	Iteration 331Q: 3 clusters Score -2.476072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180526 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -24760724.000000 Penalty: 6050.363281
	Iteration 332Q: 3 clusters Score -2.476072e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180539 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -24760740.000000 Penalty: 6050.363281
	Iteration 333Q: 3 clusters Score -2.476074e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180560 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -24760732.000000 Penalty: 6050.363281
	Iteration 334Q: 3 clusters Score -2.476073e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180584 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -24760740.000000 Penalty: 6050.363281
	Iteration 335Q: 3 clusters Score -2.476074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180603 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -24760756.000000 Penalty: 6050.363281
	Iteration 336Q: 3 clusters Score -2.476076e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180635 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -24760720.000000 Penalty: 6050.363281
	Iteration 337Q: 3 clusters Score -2.476072e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180671 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -24760680.000000 Penalty: 6050.363281
	Iteration 338Q: 3 clusters Score -2.476068e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180703 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -24760696.000000 Penalty: 6050.363281
	Iteration 339Q: 3 clusters Score -2.47607e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180748 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -24760710.000000 Penalty: 6050.363281
	Iteration 340F: 3 clusters Score -2.476071e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180798 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -24760734.000000 Penalty: 6050.363281
	Iteration 341Q: 3 clusters Score -2.476073e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180849 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -24760744.000000 Penalty: 6050.363281
	Iteration 342Q: 3 clusters Score -2.476074e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180893 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -24760762.000000 Penalty: 6050.363281
	Iteration 343Q: 3 clusters Score -2.476076e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180949 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -24760770.000000 Penalty: 6050.363281
	Iteration 344Q: 3 clusters Score -2.476077e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181006 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -24760822.000000 Penalty: 6050.363281
	Iteration 345Q: 3 clusters Score -2.476082e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181063 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -24760824.000000 Penalty: 6050.363281
	Iteration 346Q: 3 clusters Score -2.476082e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181141 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -24760836.000000 Penalty: 6050.363281
	Iteration 347Q: 3 clusters Score -2.476084e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181219 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -24760870.000000 Penalty: 6050.363281
	Iteration 348Q: 3 clusters Score -2.476087e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181298 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -24760876.000000 Penalty: 6050.363281
	Iteration 349Q: 3 clusters Score -2.476088e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181371 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -24760882.000000 Penalty: 6050.363281
	Iteration 350Q: 3 clusters Score -2.476088e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181446 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -24760870.000000 Penalty: 6050.363281
	Iteration 351Q: 3 clusters Score -2.476087e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181521 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -24760884.000000 Penalty: 6050.363281
	Iteration 352Q: 3 clusters Score -2.476088e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181584 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -24760918.000000 Penalty: 6050.363281
	Iteration 353Q: 3 clusters Score -2.476092e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181647 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -24760932.000000 Penalty: 6050.363281
	Iteration 354Q: 3 clusters Score -2.476093e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181715 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -24760936.000000 Penalty: 6050.363281
	Iteration 355Q: 3 clusters Score -2.476094e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181788 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -24760946.000000 Penalty: 6050.363281
	Iteration 356Q: 3 clusters Score -2.476095e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181870 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -24760930.000000 Penalty: 6050.363281
	Iteration 357Q: 3 clusters Score -2.476093e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181955 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -24760940.000000 Penalty: 6050.363281
	Iteration 358Q: 3 clusters Score -2.476094e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182032 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -24760942.000000 Penalty: 6050.363281
	Iteration 359Q: 3 clusters Score -2.476094e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182118 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -24760972.000000 Penalty: 6050.363281
	Iteration 360F: 3 clusters Score -2.476097e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182190 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -24760968.000000 Penalty: 6050.363281
	Iteration 361Q: 3 clusters Score -2.476097e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182254 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -24760968.000000 Penalty: 6050.363281
	Iteration 362Q: 3 clusters Score -2.476097e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182331 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -24761002.000000 Penalty: 6050.363281
	Iteration 363Q: 3 clusters Score -2.4761e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182403 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -24761004.000000 Penalty: 6050.363281
	Iteration 364Q: 3 clusters Score -2.4761e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182478 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -24761012.000000 Penalty: 6050.363281
	Iteration 365Q: 3 clusters Score -2.476101e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182566 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -24761014.000000 Penalty: 6050.363281
	Iteration 366Q: 3 clusters Score -2.476101e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182656 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -24761046.000000 Penalty: 6050.363281
	Iteration 367Q: 3 clusters Score -2.476105e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182755 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -24761072.000000 Penalty: 6050.363281
	Iteration 368Q: 3 clusters Score -2.476107e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182845 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -24761020.000000 Penalty: 6050.363281
	Iteration 369Q: 3 clusters Score -2.476102e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182932 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -24761040.000000 Penalty: 6050.363281
	Iteration 370Q: 3 clusters Score -2.476104e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183020 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -24761048.000000 Penalty: 6050.363281
	Iteration 371Q: 3 clusters Score -2.476105e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183092 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -24761084.000000 Penalty: 6050.363281
	Iteration 372Q: 3 clusters Score -2.476108e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183168 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -24761082.000000 Penalty: 6050.363281
	Iteration 373Q: 3 clusters Score -2.476108e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183242 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -24761094.000000 Penalty: 6050.363281
	Iteration 374Q: 3 clusters Score -2.476109e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183309 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -24761108.000000 Penalty: 6050.363281
	Iteration 375Q: 3 clusters Score -2.476111e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183369 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -24761086.000000 Penalty: 6050.363281
	Iteration 376Q: 3 clusters Score -2.476109e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183441 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -24761092.000000 Penalty: 6050.363281
	Iteration 377Q: 3 clusters Score -2.476109e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183490 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -24761114.000000 Penalty: 6050.363281
	Iteration 378Q: 3 clusters Score -2.476111e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183529 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -24761104.000000 Penalty: 6050.363281
	Iteration 379Q: 3 clusters Score -2.47611e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183577 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -24761104.000000 Penalty: 6050.363281
	Iteration 380F: 3 clusters Score -2.47611e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183630 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -24761102.000000 Penalty: 6050.363281
	Iteration 381Q: 3 clusters Score -2.47611e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183680 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -24761140.000000 Penalty: 6050.363281
	Iteration 382Q: 3 clusters Score -2.476114e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183736 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -24761156.000000 Penalty: 6050.363281
	Iteration 383Q: 3 clusters Score -2.476116e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183804 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -24761162.000000 Penalty: 6050.363281
	Iteration 384Q: 3 clusters Score -2.476116e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183871 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -24761190.000000 Penalty: 6050.363281
	Iteration 385Q: 3 clusters Score -2.476119e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183940 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -24761200.000000 Penalty: 6050.363281
	Iteration 386Q: 3 clusters Score -2.47612e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183998 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -24761188.000000 Penalty: 6050.363281
	Iteration 387Q: 3 clusters Score -2.476119e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184059 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -24761220.000000 Penalty: 6050.363281
	Iteration 388Q: 3 clusters Score -2.476122e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184112 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -24761222.000000 Penalty: 6050.363281
	Iteration 389Q: 3 clusters Score -2.476122e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184160 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -24761226.000000 Penalty: 6050.363281
	Iteration 390Q: 3 clusters Score -2.476123e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184212 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -24761222.000000 Penalty: 6050.363281
	Iteration 391Q: 3 clusters Score -2.476122e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184271 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -24761222.000000 Penalty: 6050.363281
	Iteration 392Q: 3 clusters Score -2.476122e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184325 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -24761234.000000 Penalty: 6050.363281
	Iteration 393Q: 3 clusters Score -2.476123e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184370 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -24761232.000000 Penalty: 6050.363281
	Iteration 394Q: 3 clusters Score -2.476123e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184405 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -24761278.000000 Penalty: 6050.363281
	Iteration 395Q: 3 clusters Score -2.476128e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184449 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -24761248.000000 Penalty: 6050.363281
	Iteration 396Q: 3 clusters Score -2.476125e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184502 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -24761234.000000 Penalty: 6050.363281
	Iteration 397Q: 3 clusters Score -2.476123e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184555 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -24761278.000000 Penalty: 6050.363281
	Iteration 398Q: 3 clusters Score -2.476128e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184610 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -24761244.000000 Penalty: 6050.363281
	Iteration 399Q: 3 clusters Score -2.476124e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184668 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -24761246.000000 Penalty: 6050.363281
	Iteration 400F: 3 clusters Score -2.476125e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184725 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -24761250.000000 Penalty: 6050.363281
	Iteration 401Q: 3 clusters Score -2.476125e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184781 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -24761252.000000 Penalty: 6050.363281
	Iteration 402Q: 3 clusters Score -2.476125e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184833 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -24761268.000000 Penalty: 6050.363281
	Iteration 403Q: 3 clusters Score -2.476127e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184885 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -24761280.000000 Penalty: 6050.363281
	Iteration 404Q: 3 clusters Score -2.476128e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184928 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -24761340.000000 Penalty: 6050.363281
	Iteration 405Q: 3 clusters Score -2.476134e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184969 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -24761312.000000 Penalty: 6050.363281
	Iteration 406Q: 3 clusters Score -2.476131e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185020 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -24761314.000000 Penalty: 6050.363281
	Iteration 407Q: 3 clusters Score -2.476131e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185081 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -24761336.000000 Penalty: 6050.363281
	Iteration 408Q: 3 clusters Score -2.476134e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185160 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -24761338.000000 Penalty: 6050.363281
	Iteration 409Q: 3 clusters Score -2.476134e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185242 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -24761318.000000 Penalty: 6050.363281
	Iteration 410Q: 3 clusters Score -2.476132e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185315 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -24761338.000000 Penalty: 6050.363281
	Iteration 411Q: 3 clusters Score -2.476134e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185393 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -24761350.000000 Penalty: 6050.363281
	Iteration 412Q: 3 clusters Score -2.476135e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185473 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -24761358.000000 Penalty: 6050.363281
	Iteration 413Q: 3 clusters Score -2.476136e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185545 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -24761396.000000 Penalty: 6050.363281
	Iteration 414Q: 3 clusters Score -2.47614e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185597 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -24761424.000000 Penalty: 6050.363281
	Iteration 415Q: 3 clusters Score -2.476142e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185651 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -24761430.000000 Penalty: 6050.363281
	Iteration 416Q: 3 clusters Score -2.476143e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185699 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -24761432.000000 Penalty: 6050.363281
	Iteration 417Q: 3 clusters Score -2.476143e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185753 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -24761418.000000 Penalty: 6050.363281
	Iteration 418Q: 3 clusters Score -2.476142e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185797 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -24761404.000000 Penalty: 6050.363281
	Iteration 419Q: 3 clusters Score -2.47614e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185827 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -24761404.000000 Penalty: 6050.363281
	Iteration 420F: 3 clusters Score -2.47614e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185869 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -24761418.000000 Penalty: 6050.363281
	Iteration 421Q: 3 clusters Score -2.476142e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185908 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -24761432.000000 Penalty: 6050.363281
	Iteration 422Q: 3 clusters Score -2.476143e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185933 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -24761418.000000 Penalty: 6050.363281
	Iteration 423Q: 3 clusters Score -2.476142e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185961 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -24761422.000000 Penalty: 6050.363281
	Iteration 424Q: 3 clusters Score -2.476142e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185981 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -24761428.000000 Penalty: 6050.363281
	Iteration 425Q: 3 clusters Score -2.476143e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185994 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -24761414.000000 Penalty: 6050.363281
	Iteration 426Q: 3 clusters Score -2.476141e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186005 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -24761426.000000 Penalty: 6050.363281
	Iteration 427Q: 3 clusters Score -2.476143e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186029 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -24761414.000000 Penalty: 6050.363281
	Iteration 428Q: 3 clusters Score -2.476141e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186048 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -24761448.000000 Penalty: 6050.363281
	Iteration 429Q: 3 clusters Score -2.476145e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186064 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -24761452.000000 Penalty: 6050.363281
	Iteration 430Q: 3 clusters Score -2.476145e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186083 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -24761452.000000 Penalty: 6050.363281
	Iteration 431Q: 3 clusters Score -2.476145e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186104 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -24761444.000000 Penalty: 6050.363281
	Iteration 432Q: 3 clusters Score -2.476144e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186120 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -24761432.000000 Penalty: 6050.363281
	Iteration 433Q: 3 clusters Score -2.476143e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186139 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -24761434.000000 Penalty: 6050.363281
	Iteration 434Q: 3 clusters Score -2.476143e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186158 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -24761442.000000 Penalty: 6050.363281
	Iteration 435Q: 3 clusters Score -2.476144e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186177 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -24761452.000000 Penalty: 6050.363281
	Iteration 436Q: 3 clusters Score -2.476145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186190 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -24761450.000000 Penalty: 6050.363281
	Iteration 437Q: 3 clusters Score -2.476145e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186205 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -24761466.000000 Penalty: 6050.363281
	Iteration 438Q: 3 clusters Score -2.476147e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186224 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -24761446.000000 Penalty: 6050.363281
	Iteration 439Q: 3 clusters Score -2.476145e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186251 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -24761462.000000 Penalty: 6050.363281
	Iteration 440F: 3 clusters Score -2.476146e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186272 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -24761474.000000 Penalty: 6050.363281
	Iteration 441Q: 3 clusters Score -2.476147e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186298 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -24761478.000000 Penalty: 6050.363281
	Iteration 442Q: 3 clusters Score -2.476148e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186333 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -24761484.000000 Penalty: 6050.363281
	Iteration 443Q: 3 clusters Score -2.476148e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186363 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -24761466.000000 Penalty: 6050.363281
	Iteration 444Q: 3 clusters Score -2.476147e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186393 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -24761478.000000 Penalty: 6050.363281
	Iteration 445Q: 3 clusters Score -2.476148e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186421 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -24761476.000000 Penalty: 6050.363281
	Iteration 446Q: 3 clusters Score -2.476148e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186457 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -24761496.000000 Penalty: 6050.363281
	Iteration 447Q: 3 clusters Score -2.47615e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186489 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -24761504.000000 Penalty: 6050.363281
	Iteration 448Q: 3 clusters Score -2.47615e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186517 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -24761516.000000 Penalty: 6050.363281
	Iteration 449Q: 3 clusters Score -2.476152e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186550 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -24761526.000000 Penalty: 6050.363281
	Iteration 450Q: 3 clusters Score -2.476153e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186580 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -24761510.000000 Penalty: 6050.363281
	Iteration 451Q: 3 clusters Score -2.476151e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186606 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -24761528.000000 Penalty: 6050.363281
	Iteration 452Q: 3 clusters Score -2.476153e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186629 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -24761570.000000 Penalty: 6050.363281
	Iteration 453Q: 3 clusters Score -2.476157e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186650 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -24761578.000000 Penalty: 6050.363281
	Iteration 454Q: 3 clusters Score -2.476158e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186673 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -24761574.000000 Penalty: 6050.363281
	Iteration 455Q: 3 clusters Score -2.476157e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186690 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -24761562.000000 Penalty: 6050.363281
	Iteration 456Q: 3 clusters Score -2.476156e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186709 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -24761556.000000 Penalty: 6050.363281
	Iteration 457Q: 3 clusters Score -2.476156e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186724 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -24761552.000000 Penalty: 6050.363281
	Iteration 458Q: 3 clusters Score -2.476155e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186737 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -24761548.000000 Penalty: 6050.363281
	Iteration 459Q: 3 clusters Score -2.476155e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186753 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -24761582.000000 Penalty: 6050.363281
	Iteration 460F: 3 clusters Score -2.476158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186761 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -24761576.000000 Penalty: 6050.363281
	Iteration 461Q: 3 clusters Score -2.476158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186766 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -24761582.000000 Penalty: 6050.363281
	Iteration 462Q: 3 clusters Score -2.476158e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186777 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -24761580.000000 Penalty: 6050.363281
	Iteration 463Q: 3 clusters Score -2.476158e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186786 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -24761582.000000 Penalty: 6050.363281
	Iteration 464Q: 3 clusters Score -2.476158e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186795 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -24761594.000000 Penalty: 6050.363281
	Iteration 465Q: 3 clusters Score -2.476159e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186807 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -24761582.000000 Penalty: 6050.363281
	Iteration 466Q: 3 clusters Score -2.476158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186817 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -24761610.000000 Penalty: 6050.363281
	Iteration 467Q: 3 clusters Score -2.476161e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186835 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -24761594.000000 Penalty: 6050.363281
	Iteration 468Q: 3 clusters Score -2.476159e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186848 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -24761594.000000 Penalty: 6050.363281
	Iteration 469Q: 3 clusters Score -2.476159e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186862 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -24761626.000000 Penalty: 6050.363281
	Iteration 470Q: 3 clusters Score -2.476163e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186877 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -24761648.000000 Penalty: 6050.363281
	Iteration 471Q: 3 clusters Score -2.476165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186891 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -24761654.000000 Penalty: 6050.363281
	Iteration 472Q: 3 clusters Score -2.476165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186898 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -24761656.000000 Penalty: 6050.363281
	Iteration 473Q: 3 clusters Score -2.476166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186902 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -24761664.000000 Penalty: 6050.363281
	Iteration 474Q: 3 clusters Score -2.476166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186905 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -24761668.000000 Penalty: 6050.363281
	Iteration 475Q: 3 clusters Score -2.476167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186907 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -24761670.000000 Penalty: 6050.363281
	Iteration 476Q: 3 clusters Score -2.476167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186909 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -24761672.000000 Penalty: 6050.363281
	Iteration 477Q: 3 clusters Score -2.476167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186910 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -24761662.000000 Penalty: 6050.363281
	Iteration 478Q: 3 clusters Score -2.476166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186913 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -24761682.000000 Penalty: 6050.363281
	Iteration 479Q: 3 clusters Score -2.476168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186917 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -24761680.000000 Penalty: 6050.363281
	Iteration 480F: 3 clusters Score -2.476168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186918 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -24761674.000000 Penalty: 6050.363281
	Iteration 481Q: 3 clusters Score -2.476167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186918 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -24761674.000000 Penalty: 6050.363281
	Iteration 482F: 3 clusters Score -2.476167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Entering Unmasked Estep 
Score: -1973083.000000 Penalty: 2408.461914
	Iteration 0F: 2 clusters Score -1973083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1961319.000000 Penalty: 4816.923828
	Iteration 0F: 3 clusters Score -1961319 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1965290.125000 Penalty: 4816.923828
	Iteration 1F: 3 clusters Score -1965290 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1965761.250000 Penalty: 4816.923828
	Iteration 2F: 3 clusters Score -1965761 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1966262.750000 Penalty: 4816.923828
	Iteration 3F: 3 clusters Score -1966263 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1966833.250000 Penalty: 4816.923828
	Iteration 4F: 3 clusters Score -1966833 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1967459.375000 Penalty: 4816.923828
	Iteration 5F: 3 clusters Score -1967459 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1968127.500000 Penalty: 4816.923828
	Iteration 6F: 3 clusters Score -1968128 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1968858.500000 Penalty: 4816.923828
	Iteration 7F: 3 clusters Score -1968858 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1969564.750000 Penalty: 4816.923828
	Iteration 8F: 3 clusters Score -1969565 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1970183.000000 Penalty: 4816.923828
	Iteration 9Q: 3 clusters Score -1970183 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1970661.500000 Penalty: 4816.923828
	Iteration 10Q: 3 clusters Score -1970662 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1971005.125000 Penalty: 4816.923828
	Iteration 11Q: 3 clusters Score -1971005 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1971213.375000 Penalty: 4816.923828
	Iteration 12Q: 3 clusters Score -1971213 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1971364.500000 Penalty: 4816.923828
	Iteration 13Q: 3 clusters Score -1971364 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1971461.500000 Penalty: 4816.923828
	Iteration 14Q: 3 clusters Score -1971462 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1971527.875000 Penalty: 4816.923828
	Iteration 15Q: 3 clusters Score -1971528 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1971583.875000 Penalty: 4816.923828
	Iteration 16Q: 3 clusters Score -1971584 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1971630.125000 Penalty: 4816.923828
	Iteration 17Q: 3 clusters Score -1971630 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1971673.250000 Penalty: 4816.923828
	Iteration 18Q: 3 clusters Score -1971673 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1971693.875000 Penalty: 4816.923828
	Iteration 19Q: 3 clusters Score -1971694 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1971713.500000 Penalty: 4816.923828
	Iteration 20F: 3 clusters Score -1971714 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1971727.500000 Penalty: 4816.923828
	Iteration 21Q: 3 clusters Score -1971728 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1971748.125000 Penalty: 4816.923828
	Iteration 22Q: 3 clusters Score -1971748 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1971770.250000 Penalty: 4816.923828
	Iteration 23Q: 3 clusters Score -1971770 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1971778.625000 Penalty: 4816.923828
	Iteration 24Q: 3 clusters Score -1971779 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1971789.250000 Penalty: 4816.923828
	Iteration 25Q: 3 clusters Score -1971789 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1971797.125000 Penalty: 4816.923828
	Iteration 26Q: 3 clusters Score -1971797 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1971807.125000 Penalty: 4816.923828
	Iteration 27Q: 3 clusters Score -1971807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1971812.500000 Penalty: 4816.923828
	Iteration 28Q: 3 clusters Score -1971812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1971817.625000 Penalty: 4816.923828
	Iteration 29Q: 3 clusters Score -1971818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1971821.000000 Penalty: 4816.923828
	Iteration 30Q: 3 clusters Score -1971821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1971824.750000 Penalty: 4816.923828
	Iteration 31Q: 3 clusters Score -1971825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1971828.375000 Penalty: 4816.923828
	Iteration 32Q: 3 clusters Score -1971828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1971834.000000 Penalty: 4816.923828
	Iteration 33Q: 3 clusters Score -1971834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1971838.375000 Penalty: 4816.923828
	Iteration 34Q: 3 clusters Score -1971838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1971847.125000 Penalty: 4816.923828
	Iteration 35Q: 3 clusters Score -1971847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1971851.000000 Penalty: 4816.923828
	Iteration 36Q: 3 clusters Score -1971851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1971851.750000 Penalty: 4816.923828
	Iteration 37Q: 3 clusters Score -1971852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1971854.375000 Penalty: 4816.923828
	Iteration 38Q: 3 clusters Score -1971854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1971857.750000 Penalty: 4816.923828
	Iteration 39Q: 3 clusters Score -1971858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1971860.250000 Penalty: 4816.923828
	Iteration 40F: 3 clusters Score -1971860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1971857.750000 Penalty: 4816.923828
	Iteration 41Q: 3 clusters Score -1971858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1971863.500000 Penalty: 4816.923828
	Iteration 42Q: 3 clusters Score -1971864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1971868.000000 Penalty: 4816.923828
	Iteration 43Q: 3 clusters Score -1971868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1971870.125000 Penalty: 4816.923828
	Iteration 44Q: 3 clusters Score -1971870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1971868.625000 Penalty: 4816.923828
	Iteration 45Q: 3 clusters Score -1971869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1971868.875000 Penalty: 4816.923828
	Iteration 46Q: 3 clusters Score -1971869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1971872.125000 Penalty: 4816.923828
	Iteration 47Q: 3 clusters Score -1971872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1971874.750000 Penalty: 4816.923828
	Iteration 48Q: 3 clusters Score -1971875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1971871.750000 Penalty: 4816.923828
	Iteration 49Q: 3 clusters Score -1971872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1971871.250000 Penalty: 4816.923828
	Iteration 50Q: 3 clusters Score -1971871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1971867.875000 Penalty: 4816.923828
	Iteration 51Q: 3 clusters Score -1971868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1971866.625000 Penalty: 4816.923828
	Iteration 52Q: 3 clusters Score -1971867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1971868.125000 Penalty: 4816.923828
	Iteration 53Q: 3 clusters Score -1971868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1971868.500000 Penalty: 4816.923828
	Iteration 54Q: 3 clusters Score -1971868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1971871.625000 Penalty: 4816.923828
	Iteration 55Q: 3 clusters Score -1971872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1971870.750000 Penalty: 4816.923828
	Iteration 56Q: 3 clusters Score -1971871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1971871.375000 Penalty: 4816.923828
	Iteration 57Q: 3 clusters Score -1971871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1971869.000000 Penalty: 4816.923828
	Iteration 58Q: 3 clusters Score -1971869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1971873.000000 Penalty: 4816.923828
	Iteration 59Q: 3 clusters Score -1971873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1971873.875000 Penalty: 4816.923828
	Iteration 60F: 3 clusters Score -1971874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1971875.375000 Penalty: 4816.923828
	Iteration 61Q: 3 clusters Score -1971875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1971874.000000 Penalty: 4816.923828
	Iteration 62Q: 3 clusters Score -1971874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1971876.750000 Penalty: 4816.923828
	Iteration 63Q: 3 clusters Score -1971877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1971873.625000 Penalty: 4816.923828
	Iteration 64Q: 3 clusters Score -1971874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1971873.500000 Penalty: 4816.923828
	Iteration 65Q: 3 clusters Score -1971874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1971873.250000 Penalty: 4816.923828
	Iteration 66Q: 3 clusters Score -1971873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1971873.250000 Penalty: 4816.923828
	Iteration 67F: 3 clusters Score -1971873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Entering Unmasked Estep 
Score: -1405630.875000 Penalty: 2314.452637
	Iteration 0F: 2 clusters Score -1405631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1397086.000000 Penalty: 4628.905273
	Iteration 0F: 3 clusters Score -1397086 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1399666.000000 Penalty: 4628.905273
	Iteration 1F: 3 clusters Score -1399666 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1400018.250000 Penalty: 4628.905273
	Iteration 2F: 3 clusters Score -1400018 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1400297.750000 Penalty: 4628.905273
	Iteration 3F: 3 clusters Score -1400298 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1400503.000000 Penalty: 4628.905273
	Iteration 4Q: 3 clusters Score -1400503 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1400694.000000 Penalty: 4628.905273
	Iteration 5Q: 3 clusters Score -1400694 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1400868.375000 Penalty: 4628.905273
	Iteration 6Q: 3 clusters Score -1400868 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1401038.125000 Penalty: 4628.905273
	Iteration 7Q: 3 clusters Score -1401038 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1401238.125000 Penalty: 4628.905273
	Iteration 8Q: 3 clusters Score -1401238 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1401484.000000 Penalty: 4628.905273
	Iteration 9Q: 3 clusters Score -1401484 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1401774.625000 Penalty: 4628.905273
	Iteration 10Q: 3 clusters Score -1401775 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1402115.375000 Penalty: 4628.905273
	Iteration 11Q: 3 clusters Score -1402115 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1402409.125000 Penalty: 4628.905273
	Iteration 12Q: 3 clusters Score -1402409 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1402683.375000 Penalty: 4628.905273
	Iteration 13Q: 3 clusters Score -1402683 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1402937.625000 Penalty: 4628.905273
	Iteration 14Q: 3 clusters Score -1402938 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1403141.625000 Penalty: 4628.905273
	Iteration 15Q: 3 clusters Score -1403142 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1403308.250000 Penalty: 4628.905273
	Iteration 16Q: 3 clusters Score -1403308 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1403454.750000 Penalty: 4628.905273
	Iteration 17Q: 3 clusters Score -1403455 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1403570.750000 Penalty: 4628.905273
	Iteration 18Q: 3 clusters Score -1403571 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1403638.625000 Penalty: 4628.905273
	Iteration 19Q: 3 clusters Score -1403639 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1403687.750000 Penalty: 4628.905273
	Iteration 20F: 3 clusters Score -1403688 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1403713.625000 Penalty: 4628.905273
	Iteration 21Q: 3 clusters Score -1403714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1403730.625000 Penalty: 4628.905273
	Iteration 22Q: 3 clusters Score -1403731 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1403749.250000 Penalty: 4628.905273
	Iteration 23Q: 3 clusters Score -1403749 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1403759.375000 Penalty: 4628.905273
	Iteration 24Q: 3 clusters Score -1403759 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1403766.875000 Penalty: 4628.905273
	Iteration 25Q: 3 clusters Score -1403767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1403778.875000 Penalty: 4628.905273
	Iteration 26Q: 3 clusters Score -1403779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1403784.875000 Penalty: 4628.905273
	Iteration 27Q: 3 clusters Score -1403785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1403794.375000 Penalty: 4628.905273
	Iteration 28Q: 3 clusters Score -1403794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1403800.375000 Penalty: 4628.905273
	Iteration 29Q: 3 clusters Score -1403800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1403805.250000 Penalty: 4628.905273
	Iteration 30Q: 3 clusters Score -1403805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1403810.625000 Penalty: 4628.905273
	Iteration 31Q: 3 clusters Score -1403811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1403815.625000 Penalty: 4628.905273
	Iteration 32Q: 3 clusters Score -1403816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1403817.250000 Penalty: 4628.905273
	Iteration 33Q: 3 clusters Score -1403817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1403815.375000 Penalty: 4628.905273
	Iteration 34Q: 3 clusters Score -1403815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1403819.875000 Penalty: 4628.905273
	Iteration 35Q: 3 clusters Score -1403820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1403820.250000 Penalty: 4628.905273
	Iteration 36Q: 3 clusters Score -1403820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1403825.000000 Penalty: 4628.905273
	Iteration 37Q: 3 clusters Score -1403825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1403825.625000 Penalty: 4628.905273
	Iteration 38Q: 3 clusters Score -1403826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1403824.000000 Penalty: 4628.905273
	Iteration 39Q: 3 clusters Score -1403824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1403829.125000 Penalty: 4628.905273
	Iteration 40F: 3 clusters Score -1403829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1403828.125000 Penalty: 4628.905273
	Iteration 41Q: 3 clusters Score -1403828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1403830.500000 Penalty: 4628.905273
	Iteration 42Q: 3 clusters Score -1403830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1403830.000000 Penalty: 4628.905273
	Iteration 43Q: 3 clusters Score -1403830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1403830.625000 Penalty: 4628.905273
	Iteration 44Q: 3 clusters Score -1403831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1403829.500000 Penalty: 4628.905273
	Iteration 45Q: 3 clusters Score -1403830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1403829.000000 Penalty: 4628.905273
	Iteration 46Q: 3 clusters Score -1403829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1403829.000000 Penalty: 4628.905273
	Iteration 47Q: 3 clusters Score -1403829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1403830.375000 Penalty: 4628.905273
	Iteration 48Q: 3 clusters Score -1403830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1403834.625000 Penalty: 4628.905273
	Iteration 49Q: 3 clusters Score -1403835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1403834.375000 Penalty: 4628.905273
	Iteration 50Q: 3 clusters Score -1403834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1403832.250000 Penalty: 4628.905273
	Iteration 51Q: 3 clusters Score -1403832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1403832.250000 Penalty: 4628.905273
	Iteration 52F: 3 clusters Score -1403832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (209182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209182 members 
Entering Unmasked Estep 
Score: -25997920.000000 Penalty: 3038.238281
	Iteration 0F: 2 clusters Score -2.599792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104551 members 
Mstep: Class 2 contains 104631 members 
Entering Unmasked Estep 
Score: -25859628.000000 Penalty: 6076.476562
	Iteration 0F: 3 clusters Score -2.585963e+07 nChanged 100785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103676 members 
Mstep: Class 2 contains 105506 members 
Entering Unmasked Estep 
Score: -25918300.000000 Penalty: 6076.476562
	Iteration 1F: 3 clusters Score -2.59183e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103339 members 
Mstep: Class 2 contains 105843 members 
Entering Unmasked Estep 
Score: -25919322.000000 Penalty: 6076.476562
	Iteration 2Q: 3 clusters Score -2.591932e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102894 members 
Mstep: Class 2 contains 106288 members 
Entering Unmasked Estep 
Score: -25920496.000000 Penalty: 6076.476562
	Iteration 3Q: 3 clusters Score -2.59205e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102181 members 
Mstep: Class 2 contains 107001 members 
Entering Unmasked Estep 
Score: -25922016.000000 Penalty: 6076.476562
	Iteration 4Q: 3 clusters Score -2.592202e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101250 members 
Mstep: Class 2 contains 107932 members 
Entering Unmasked Estep 
Score: -25924424.000000 Penalty: 6076.476562
	Iteration 5Q: 3 clusters Score -2.592442e+07 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100143 members 
Mstep: Class 2 contains 109039 members 
Entering Unmasked Estep 
Score: -25928660.000000 Penalty: 6076.476562
	Iteration 6Q: 3 clusters Score -2.592866e+07 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99009 members 
Mstep: Class 2 contains 110173 members 
Entering Unmasked Estep 
Score: -25935218.000000 Penalty: 6076.476562
	Iteration 7Q: 3 clusters Score -2.593522e+07 nChanged 12551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98540 members 
Mstep: Class 2 contains 110642 members 
Entering Unmasked Estep 
Score: -25944812.000000 Penalty: 6076.476562
	Iteration 8F: 3 clusters Score -2.594481e+07 nChanged 14916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99328 members 
Mstep: Class 2 contains 109854 members 
Entering Unmasked Estep 
Score: -25957740.000000 Penalty: 6076.476562
	Iteration 9F: 3 clusters Score -2.595774e+07 nChanged 14948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101018 members 
Mstep: Class 2 contains 108164 members 
Entering Unmasked Estep 
Score: -25968568.000000 Penalty: 6076.476562
	Iteration 10F: 3 clusters Score -2.596857e+07 nChanged 11542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102674 members 
Mstep: Class 2 contains 106508 members 
Entering Unmasked Estep 
Score: -25974206.000000 Penalty: 6076.476562
	Iteration 11F: 3 clusters Score -2.597421e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103905 members 
Mstep: Class 2 contains 105277 members 
Entering Unmasked Estep 
Score: -25976406.000000 Penalty: 6076.476562
	Iteration 12Q: 3 clusters Score -2.597641e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105187 members 
Mstep: Class 2 contains 103995 members 
Entering Unmasked Estep 
Score: -25977382.000000 Penalty: 6076.476562
	Iteration 13Q: 3 clusters Score -2.597738e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106571 members 
Mstep: Class 2 contains 102611 members 
Entering Unmasked Estep 
Score: -25978770.000000 Penalty: 6076.476562
	Iteration 14Q: 3 clusters Score -2.597877e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108217 members 
Mstep: Class 2 contains 100965 members 
Entering Unmasked Estep 
Score: -25980020.000000 Penalty: 6076.476562
	Iteration 15Q: 3 clusters Score -2.598002e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110045 members 
Mstep: Class 2 contains 99137 members 
Entering Unmasked Estep 
Score: -25981380.000000 Penalty: 6076.476562
	Iteration 16Q: 3 clusters Score -2.598138e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111894 members 
Mstep: Class 2 contains 97288 members 
Entering Unmasked Estep 
Score: -25982612.000000 Penalty: 6076.476562
	Iteration 17Q: 3 clusters Score -2.598261e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113686 members 
Mstep: Class 2 contains 95496 members 
Entering Unmasked Estep 
Score: -25983598.000000 Penalty: 6076.476562
	Iteration 18Q: 3 clusters Score -2.59836e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115299 members 
Mstep: Class 2 contains 93883 members 
Entering Unmasked Estep 
Score: -25984544.000000 Penalty: 6076.476562
	Iteration 19Q: 3 clusters Score -2.598454e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116827 members 
Mstep: Class 2 contains 92355 members 
Entering Unmasked Estep 
Score: -25985410.000000 Penalty: 6076.476562
	Iteration 20F: 3 clusters Score -2.598541e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118234 members 
Mstep: Class 2 contains 90948 members 
Entering Unmasked Estep 
Score: -25985968.000000 Penalty: 6076.476562
	Iteration 21Q: 3 clusters Score -2.598597e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119572 members 
Mstep: Class 2 contains 89610 members 
Entering Unmasked Estep 
Score: -25986498.000000 Penalty: 6076.476562
	Iteration 22Q: 3 clusters Score -2.59865e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120786 members 
Mstep: Class 2 contains 88396 members 
Entering Unmasked Estep 
Score: -25986804.000000 Penalty: 6076.476562
	Iteration 23Q: 3 clusters Score -2.59868e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122045 members 
Mstep: Class 2 contains 87137 members 
Entering Unmasked Estep 
Score: -25987292.000000 Penalty: 6076.476562
	Iteration 24Q: 3 clusters Score -2.598729e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123226 members 
Mstep: Class 2 contains 85956 members 
Entering Unmasked Estep 
Score: -25987642.000000 Penalty: 6076.476562
	Iteration 25Q: 3 clusters Score -2.598764e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124456 members 
Mstep: Class 2 contains 84726 members 
Entering Unmasked Estep 
Score: -25987846.000000 Penalty: 6076.476562
	Iteration 26Q: 3 clusters Score -2.598785e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125623 members 
Mstep: Class 2 contains 83559 members 
Entering Unmasked Estep 
Score: -25987972.000000 Penalty: 6076.476562
	Iteration 27Q: 3 clusters Score -2.598797e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126810 members 
Mstep: Class 2 contains 82372 members 
Entering Unmasked Estep 
Score: -25988146.000000 Penalty: 6076.476562
	Iteration 28Q: 3 clusters Score -2.598815e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127975 members 
Mstep: Class 2 contains 81207 members 
Entering Unmasked Estep 
Score: -25988436.000000 Penalty: 6076.476562
	Iteration 29Q: 3 clusters Score -2.598844e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129108 members 
Mstep: Class 2 contains 80074 members 
Entering Unmasked Estep 
Score: -25988628.000000 Penalty: 6076.476562
	Iteration 30Q: 3 clusters Score -2.598863e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130193 members 
Mstep: Class 2 contains 78989 members 
Entering Unmasked Estep 
Score: -25988758.000000 Penalty: 6076.476562
	Iteration 31Q: 3 clusters Score -2.598876e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131328 members 
Mstep: Class 2 contains 77854 members 
Entering Unmasked Estep 
Score: -25989016.000000 Penalty: 6076.476562
	Iteration 32Q: 3 clusters Score -2.598902e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132450 members 
Mstep: Class 2 contains 76732 members 
Entering Unmasked Estep 
Score: -25989118.000000 Penalty: 6076.476562
	Iteration 33Q: 3 clusters Score -2.598912e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133592 members 
Mstep: Class 2 contains 75590 members 
Entering Unmasked Estep 
Score: -25989330.000000 Penalty: 6076.476562
	Iteration 34Q: 3 clusters Score -2.598933e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134780 members 
Mstep: Class 2 contains 74402 members 
Entering Unmasked Estep 
Score: -25989456.000000 Penalty: 6076.476562
	Iteration 35Q: 3 clusters Score -2.598946e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136003 members 
Mstep: Class 2 contains 73179 members 
Entering Unmasked Estep 
Score: -25989600.000000 Penalty: 6076.476562
	Iteration 36Q: 3 clusters Score -2.59896e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137190 members 
Mstep: Class 2 contains 71992 members 
Entering Unmasked Estep 
Score: -25989764.000000 Penalty: 6076.476562
	Iteration 37Q: 3 clusters Score -2.598976e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138382 members 
Mstep: Class 2 contains 70800 members 
Entering Unmasked Estep 
Score: -25989928.000000 Penalty: 6076.476562
	Iteration 38Q: 3 clusters Score -2.598993e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139601 members 
Mstep: Class 2 contains 69581 members 
Entering Unmasked Estep 
Score: -25990054.000000 Penalty: 6076.476562
	Iteration 39Q: 3 clusters Score -2.599005e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140804 members 
Mstep: Class 2 contains 68378 members 
Entering Unmasked Estep 
Score: -25990202.000000 Penalty: 6076.476562
	Iteration 40F: 3 clusters Score -2.59902e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142003 members 
Mstep: Class 2 contains 67179 members 
Entering Unmasked Estep 
Score: -25990438.000000 Penalty: 6076.476562
	Iteration 41Q: 3 clusters Score -2.599044e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143167 members 
Mstep: Class 2 contains 66015 members 
Entering Unmasked Estep 
Score: -25990738.000000 Penalty: 6076.476562
	Iteration 42Q: 3 clusters Score -2.599074e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144375 members 
Mstep: Class 2 contains 64807 members 
Entering Unmasked Estep 
Score: -25990920.000000 Penalty: 6076.476562
	Iteration 43Q: 3 clusters Score -2.599092e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145543 members 
Mstep: Class 2 contains 63639 members 
Entering Unmasked Estep 
Score: -25991120.000000 Penalty: 6076.476562
	Iteration 44Q: 3 clusters Score -2.599112e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146683 members 
Mstep: Class 2 contains 62499 members 
Entering Unmasked Estep 
Score: -25991296.000000 Penalty: 6076.476562
	Iteration 45Q: 3 clusters Score -2.59913e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147783 members 
Mstep: Class 2 contains 61399 members 
Entering Unmasked Estep 
Score: -25991456.000000 Penalty: 6076.476562
	Iteration 46Q: 3 clusters Score -2.599146e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148853 members 
Mstep: Class 2 contains 60329 members 
Entering Unmasked Estep 
Score: -25991646.000000 Penalty: 6076.476562
	Iteration 47Q: 3 clusters Score -2.599165e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149915 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
Score: -25991790.000000 Penalty: 6076.476562
	Iteration 48Q: 3 clusters Score -2.599179e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151055 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -25991938.000000 Penalty: 6076.476562
	Iteration 49Q: 3 clusters Score -2.599194e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152209 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
Score: -25992078.000000 Penalty: 6076.476562
	Iteration 50Q: 3 clusters Score -2.599208e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153404 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -25992274.000000 Penalty: 6076.476562
	Iteration 51Q: 3 clusters Score -2.599227e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154603 members 
Mstep: Class 2 contains 54579 members 
Entering Unmasked Estep 
Score: -25992518.000000 Penalty: 6076.476562
	Iteration 52Q: 3 clusters Score -2.599252e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155753 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -25992732.000000 Penalty: 6076.476562
	Iteration 53Q: 3 clusters Score -2.599273e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156944 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -25992972.000000 Penalty: 6076.476562
	Iteration 54Q: 3 clusters Score -2.599297e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158118 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -25993142.000000 Penalty: 6076.476562
	Iteration 55Q: 3 clusters Score -2.599314e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159317 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -25993376.000000 Penalty: 6076.476562
	Iteration 56Q: 3 clusters Score -2.599338e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160500 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2.599366e+07 nChanged 1213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161713 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2.59939e+07 nChanged 1297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 163010 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2.599403e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164388 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -25994084.000000 Penalty: 6076.476562
	Iteration 60F: 3 clusters Score -2.599408e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165730 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2.599449e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167043 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2.599459e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168381 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2.599486e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169737 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2.599511e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171121 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2.599529e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172530 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2.599563e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173973 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2.59958e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175389 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2.599589e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176755 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2.599595e+07 nChanged 1303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178058 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2.599602e+07 nChanged 1229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179287 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2.599615e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180490 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2.599632e+07 nChanged 1147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181637 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2.599636e+07 nChanged 1126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 182763 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2.599654e+07 nChanged 1060
Entering Unmasked Mstep 
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Mstep: Class 1 contains 183823 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2.599662e+07 nChanged 1038
Entering Unmasked Mstep 
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Mstep: Class 1 contains 184861 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.599661e+07 nChanged 984
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Mstep: Class 1 contains 185845 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2.599667e+07 nChanged 957
Entering Unmasked Mstep 
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Mstep: Class 1 contains 186802 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.59967e+07 nChanged 936
Entering Unmasked Mstep 
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Mstep: Class 1 contains 187738 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2.599674e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188651 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2.599667e+07 nChanged 892
Entering Unmasked Mstep 
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Mstep: Class 1 contains 189543 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2.599673e+07 nChanged 900
Entering Unmasked Mstep 
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Mstep: Class 1 contains 190443 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.599672e+07 nChanged 846
Entering Unmasked Mstep 
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Mstep: Class 1 contains 191289 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.599683e+07 nChanged 811
Entering Unmasked Mstep 
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Mstep: Class 1 contains 192100 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2.599678e+07 nChanged 767
Entering Unmasked Mstep 
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Mstep: Class 1 contains 192867 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.599674e+07 nChanged 733
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Mstep: Class 1 contains 193600 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2.599687e+07 nChanged 694
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Mstep: Class 1 contains 194294 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.599691e+07 nChanged 695
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Mstep: Class 1 contains 194989 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.599694e+07 nChanged 679
Entering Unmasked Mstep 
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Mstep: Class 1 contains 195668 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.5997e+07 nChanged 643
Entering Unmasked Mstep 
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Mstep: Class 1 contains 196311 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.599697e+07 nChanged 606
Entering Unmasked Mstep 
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Mstep: Class 1 contains 196917 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.599697e+07 nChanged 558
Entering Unmasked Mstep 
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Mstep: Class 1 contains 197475 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.599694e+07 nChanged 531
Entering Unmasked Mstep 
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Mstep: Class 1 contains 198006 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.599696e+07 nChanged 515
Entering Unmasked Mstep 
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Mstep: Class 1 contains 198521 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.599684e+07 nChanged 457
Entering Unmasked Mstep 
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Mstep: Class 1 contains 198978 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.599679e+07 nChanged 422
Entering Unmasked Mstep 
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Mstep: Class 1 contains 199400 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.599669e+07 nChanged 392
Entering Unmasked Mstep 
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Mstep: Class 1 contains 199792 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.599667e+07 nChanged 364
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200156 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.599671e+07 nChanged 336
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200492 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.599669e+07 nChanged 330
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200822 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2.599668e+07 nChanged 333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201155 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.599667e+07 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201480 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.599672e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201760 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.599674e+07 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 202038 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.599675e+07 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 202298 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.599669e+07 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 202525 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.599668e+07 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 202749 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.599673e+07 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 202970 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.599672e+07 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203172 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.599671e+07 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203357 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.599665e+07 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203523 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.599656e+07 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203688 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.599656e+07 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203828 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.599656e+07 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203963 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.599656e+07 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 204098 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.599656e+07 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 204234 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.599651e+07 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 204348 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.59965e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 204458 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.599646e+07 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 204559 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.599645e+07 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 204640 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.599642e+07 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 204717 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.599642e+07 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 204794 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.599641e+07 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 204861 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.599639e+07 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 204924 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.599634e+07 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 204970 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.599633e+07 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205011 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.599636e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205046 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.599633e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205080 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.599634e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205111 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.599632e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205142 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.599633e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205185 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.599634e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205232 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.599634e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205287 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.599633e+07 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205331 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.599632e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205368 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.59963e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205404 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.59963e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205443 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.59963e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205488 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.599629e+07 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205534 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.599628e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205575 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -25996288.000000 Penalty: 6076.476562
	Iteration 140F: 3 clusters Score -2.599629e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205614 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.599628e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205665 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.59963e+07 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205721 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.599629e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205766 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.59963e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205815 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -25996322.000000 Penalty: 6076.476562
	Iteration 145Q: 3 clusters Score -2.599632e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205871 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -25996316.000000 Penalty: 6076.476562
	Iteration 146Q: 3 clusters Score -2.599632e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205915 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -25996278.000000 Penalty: 6076.476562
	Iteration 147Q: 3 clusters Score -2.599628e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205959 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -25996308.000000 Penalty: 6076.476562
	Iteration 148Q: 3 clusters Score -2.599631e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206007 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -25996296.000000 Penalty: 6076.476562
	Iteration 149Q: 3 clusters Score -2.59963e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206047 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -25996284.000000 Penalty: 6076.476562
	Iteration 150Q: 3 clusters Score -2.599628e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206086 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -25996256.000000 Penalty: 6076.476562
	Iteration 151Q: 3 clusters Score -2.599626e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206124 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -25996254.000000 Penalty: 6076.476562
	Iteration 152Q: 3 clusters Score -2.599625e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206157 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -25996246.000000 Penalty: 6076.476562
	Iteration 153Q: 3 clusters Score -2.599625e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206185 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -25996256.000000 Penalty: 6076.476562
	Iteration 154Q: 3 clusters Score -2.599626e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206219 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -25996252.000000 Penalty: 6076.476562
	Iteration 155Q: 3 clusters Score -2.599625e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206267 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -25996268.000000 Penalty: 6076.476562
	Iteration 156Q: 3 clusters Score -2.599627e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206307 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -25996266.000000 Penalty: 6076.476562
	Iteration 157Q: 3 clusters Score -2.599627e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206348 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -25996270.000000 Penalty: 6076.476562
	Iteration 158Q: 3 clusters Score -2.599627e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206388 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -25996286.000000 Penalty: 6076.476562
	Iteration 159Q: 3 clusters Score -2.599629e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206424 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -25996248.000000 Penalty: 6076.476562
	Iteration 160F: 3 clusters Score -2.599625e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206460 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -25996258.000000 Penalty: 6076.476562
	Iteration 161Q: 3 clusters Score -2.599626e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206488 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -25996256.000000 Penalty: 6076.476562
	Iteration 162Q: 3 clusters Score -2.599626e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206513 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -25996232.000000 Penalty: 6076.476562
	Iteration 163Q: 3 clusters Score -2.599623e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206531 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -25996234.000000 Penalty: 6076.476562
	Iteration 164Q: 3 clusters Score -2.599623e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206553 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -25996258.000000 Penalty: 6076.476562
	Iteration 165Q: 3 clusters Score -2.599626e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206569 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -25996252.000000 Penalty: 6076.476562
	Iteration 166Q: 3 clusters Score -2.599625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206582 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -25996258.000000 Penalty: 6076.476562
	Iteration 167Q: 3 clusters Score -2.599626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206590 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -25996252.000000 Penalty: 6076.476562
	Iteration 168Q: 3 clusters Score -2.599625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206601 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -25996256.000000 Penalty: 6076.476562
	Iteration 169Q: 3 clusters Score -2.599626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206609 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -25996250.000000 Penalty: 6076.476562
	Iteration 170Q: 3 clusters Score -2.599625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206617 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -25996266.000000 Penalty: 6076.476562
	Iteration 171Q: 3 clusters Score -2.599627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206627 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -25996264.000000 Penalty: 6076.476562
	Iteration 172Q: 3 clusters Score -2.599626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206636 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -25996278.000000 Penalty: 6076.476562
	Iteration 173Q: 3 clusters Score -2.599628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206646 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -25996256.000000 Penalty: 6076.476562
	Iteration 174Q: 3 clusters Score -2.599626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206658 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -25996278.000000 Penalty: 6076.476562
	Iteration 175Q: 3 clusters Score -2.599628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206670 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -25996268.000000 Penalty: 6076.476562
	Iteration 176Q: 3 clusters Score -2.599627e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206681 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -25996246.000000 Penalty: 6076.476562
	Iteration 177Q: 3 clusters Score -2.599625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206693 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -25996248.000000 Penalty: 6076.476562
	Iteration 178Q: 3 clusters Score -2.599625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206702 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -25996246.000000 Penalty: 6076.476562
	Iteration 179Q: 3 clusters Score -2.599625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206710 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -25996244.000000 Penalty: 6076.476562
	Iteration 180F: 3 clusters Score -2.599624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206721 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -25996258.000000 Penalty: 6076.476562
	Iteration 181Q: 3 clusters Score -2.599626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206729 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -25996278.000000 Penalty: 6076.476562
	Iteration 182Q: 3 clusters Score -2.599628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206736 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -25996278.000000 Penalty: 6076.476562
	Iteration 183Q: 3 clusters Score -2.599628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206739 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -25996272.000000 Penalty: 6076.476562
	Iteration 184Q: 3 clusters Score -2.599627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206743 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -25996272.000000 Penalty: 6076.476562
	Iteration 185Q: 3 clusters Score -2.599627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206745 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -25996280.000000 Penalty: 6076.476562
	Iteration 186Q: 3 clusters Score -2.599628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206749 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -25996264.000000 Penalty: 6076.476562
	Iteration 187Q: 3 clusters Score -2.599626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206755 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -25996262.000000 Penalty: 6076.476562
	Iteration 188Q: 3 clusters Score -2.599626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206765 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -25996264.000000 Penalty: 6076.476562
	Iteration 189Q: 3 clusters Score -2.599626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206775 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -25996256.000000 Penalty: 6076.476562
	Iteration 190Q: 3 clusters Score -2.599626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206782 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -25996218.000000 Penalty: 6076.476562
	Iteration 191Q: 3 clusters Score -2.599622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206788 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -25996240.000000 Penalty: 6076.476562
	Iteration 192Q: 3 clusters Score -2.599624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206794 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -25996246.000000 Penalty: 6076.476562
	Iteration 193Q: 3 clusters Score -2.599625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206795 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -25996250.000000 Penalty: 6076.476562
	Iteration 194Q: 3 clusters Score -2.599625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206798 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -25996256.000000 Penalty: 6076.476562
	Iteration 195Q: 3 clusters Score -2.599626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206799 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -25996264.000000 Penalty: 6076.476562
	Iteration 196Q: 3 clusters Score -2.599626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206802 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -25996260.000000 Penalty: 6076.476562
	Iteration 197Q: 3 clusters Score -2.599626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206802 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -25996260.000000 Penalty: 6076.476562
	Iteration 198F: 3 clusters Score -2.599626e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Entering Unmasked Estep 
Score: -321934.625000 Penalty: 1972.248535
	Iteration 0F: 2 clusters Score -321934.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -318810.093750 Penalty: 3944.497070
	Iteration 0F: 3 clusters Score -318810.1 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -319461.437500 Penalty: 3944.497070
	Iteration 1F: 3 clusters Score -319461.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -319604.625000 Penalty: 3944.497070
	Iteration 2F: 3 clusters Score -319604.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -319701.531250 Penalty: 3944.497070
	Iteration 3Q: 3 clusters Score -319701.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -319782.937500 Penalty: 3944.497070
	Iteration 4Q: 3 clusters Score -319782.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -319846.593750 Penalty: 3944.497070
	Iteration 5Q: 3 clusters Score -319846.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -319907.468750 Penalty: 3944.497070
	Iteration 6Q: 3 clusters Score -319907.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -319972.625000 Penalty: 3944.497070
	Iteration 7Q: 3 clusters Score -319972.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -320025.937500 Penalty: 3944.497070
	Iteration 8Q: 3 clusters Score -320025.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -320064.281250 Penalty: 3944.497070
	Iteration 9Q: 3 clusters Score -320064.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -320099.156250 Penalty: 3944.497070
	Iteration 10Q: 3 clusters Score -320099.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -320131.750000 Penalty: 3944.497070
	Iteration 11Q: 3 clusters Score -320131.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -320162.843750 Penalty: 3944.497070
	Iteration 12Q: 3 clusters Score -320162.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -320214.312500 Penalty: 3944.497070
	Iteration 13Q: 3 clusters Score -320214.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -320259.218750 Penalty: 3944.497070
	Iteration 14Q: 3 clusters Score -320259.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -320294.968750 Penalty: 3944.497070
	Iteration 15Q: 3 clusters Score -320295 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -320313.125000 Penalty: 3944.497070
	Iteration 16Q: 3 clusters Score -320313.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -320332.812500 Penalty: 3944.497070
	Iteration 17Q: 3 clusters Score -320332.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -320346.156250 Penalty: 3944.497070
	Iteration 18Q: 3 clusters Score -320346.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -320355.781250 Penalty: 3944.497070
	Iteration 19Q: 3 clusters Score -320355.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -320364.093750 Penalty: 3944.497070
	Iteration 20F: 3 clusters Score -320364.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -320376.093750 Penalty: 3944.497070
	Iteration 21Q: 3 clusters Score -320376.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -320382.875000 Penalty: 3944.497070
	Iteration 22Q: 3 clusters Score -320382.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -320388.125000 Penalty: 3944.497070
	Iteration 23Q: 3 clusters Score -320388.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -320390.375000 Penalty: 3944.497070
	Iteration 24Q: 3 clusters Score -320390.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -320393.062500 Penalty: 3944.497070
	Iteration 25Q: 3 clusters Score -320393.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -320394.781250 Penalty: 3944.497070
	Iteration 26Q: 3 clusters Score -320394.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -320397.468750 Penalty: 3944.497070
	Iteration 27Q: 3 clusters Score -320397.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -320398.156250 Penalty: 3944.497070
	Iteration 28Q: 3 clusters Score -320398.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -320399.031250 Penalty: 3944.497070
	Iteration 29Q: 3 clusters Score -320399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -320399.593750 Penalty: 3944.497070
	Iteration 30Q: 3 clusters Score -320399.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -320401.437500 Penalty: 3944.497070
	Iteration 31Q: 3 clusters Score -320401.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -320402.437500 Penalty: 3944.497070
	Iteration 32Q: 3 clusters Score -320402.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -320404.437500 Penalty: 3944.497070
	Iteration 33Q: 3 clusters Score -320404.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -320405.750000 Penalty: 3944.497070
	Iteration 34Q: 3 clusters Score -320405.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -320405.625000 Penalty: 3944.497070
	Iteration 35Q: 3 clusters Score -320405.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -320406.093750 Penalty: 3944.497070
	Iteration 36Q: 3 clusters Score -320406.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -320406.093750 Penalty: 3944.497070
	Iteration 37F: 3 clusters Score -320406.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Entering Unmasked Estep 
Score: -427681.875000 Penalty: 2038.259277
	Iteration 0F: 2 clusters Score -427681.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -424104.750000 Penalty: 4076.518555
	Iteration 0F: 3 clusters Score -424104.8 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -424964.000000 Penalty: 4076.518555
	Iteration 1F: 3 clusters Score -424964 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -425159.187500 Penalty: 4076.518555
	Iteration 2F: 3 clusters Score -425159.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -425272.562500 Penalty: 4076.518555
	Iteration 3F: 3 clusters Score -425272.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -425361.656250 Penalty: 4076.518555
	Iteration 4Q: 3 clusters Score -425361.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -425459.625000 Penalty: 4076.518555
	Iteration 5Q: 3 clusters Score -425459.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -425539.718750 Penalty: 4076.518555
	Iteration 6Q: 3 clusters Score -425539.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -425619.718750 Penalty: 4076.518555
	Iteration 7Q: 3 clusters Score -425619.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -425716.281250 Penalty: 4076.518555
	Iteration 8Q: 3 clusters Score -425716.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -425932.250000 Penalty: 4076.518555
	Iteration 9Q: 3 clusters Score -425932.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -426457.406250 Penalty: 4076.518555
	Iteration 10F: 3 clusters Score -426457.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -427151.843750 Penalty: 4076.518555
	Iteration 11F: 3 clusters Score -427151.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -427539.437500 Penalty: 4076.518555
	Iteration 12F: 3 clusters Score -427539.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -427764.625000 Penalty: 4076.518555
	Iteration 13Q: 3 clusters Score -427764.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -427952.687500 Penalty: 4076.518555
	Iteration 14Q: 3 clusters Score -427952.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -428084.937500 Penalty: 4076.518555
	Iteration 15Q: 3 clusters Score -428084.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -428177.250000 Penalty: 4076.518555
	Iteration 16Q: 3 clusters Score -428177.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -428239.781250 Penalty: 4076.518555
	Iteration 17Q: 3 clusters Score -428239.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -428272.500000 Penalty: 4076.518555
	Iteration 18Q: 3 clusters Score -428272.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -428292.406250 Penalty: 4076.518555
	Iteration 19Q: 3 clusters Score -428292.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -428302.187500 Penalty: 4076.518555
	Iteration 20F: 3 clusters Score -428302.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -428307.812500 Penalty: 4076.518555
	Iteration 21Q: 3 clusters Score -428307.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -428309.281250 Penalty: 4076.518555
	Iteration 22Q: 3 clusters Score -428309.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -428310.312500 Penalty: 4076.518555
	Iteration 23Q: 3 clusters Score -428310.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -428310.312500 Penalty: 4076.518555
	Iteration 24F: 3 clusters Score -428310.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17284 members 
Mstep: Class 4 contains 10506 members 
Mstep: Class 5 contains 30738 members 
Mstep: Class 6 contains 199037 members 
Mstep: Class 7 contains 16636 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44110 members 
Mstep: Class 10 contains 9439 members 
Mstep: Class 11 contains 19001 members 
Mstep: Class 12 contains 81755 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 65555 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 224767 members 
Mstep: Class 17 contains 198454 members 
Mstep: Class 18 contains 16507 members 
Mstep: Class 19 contains 11299 members 
Mstep: Class 20 contains 209182 members 
Mstep: Class 21 contains 2843 members 
Mstep: Class 22 contains 429 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1928 members 
Mstep: Class 25 contains 10744 members 
Mstep: Class 26 contains 20017 members 
Mstep: Class 27 contains 3982 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 3281 members 
Entering Unmasked Estep 
Score: -154549952.000000 Penalty: 101103.531250
Splitting cluster 22 changes total score from -154551968.000000 to -154549952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -201174.890625 Penalty: 1880.645386
	Iteration 0F: 2 clusters Score -201174.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -198631.265625 Penalty: 3761.290771
	Iteration 0F: 3 clusters Score -198631.3 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -199167.046875 Penalty: 3761.290771
	Iteration 1F: 3 clusters Score -199167 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -199447.093750 Penalty: 3761.290771
	Iteration 2F: 3 clusters Score -199447.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -199618.484375 Penalty: 3761.290771
	Iteration 3F: 3 clusters Score -199618.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -199758.312500 Penalty: 3761.290771
	Iteration 4F: 3 clusters Score -199758.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -199882.875000 Penalty: 3761.290771
	Iteration 5Q: 3 clusters Score -199882.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -200012.203125 Penalty: 3761.290771
	Iteration 6Q: 3 clusters Score -200012.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -200114.015625 Penalty: 3761.290771
	Iteration 7Q: 3 clusters Score -200114 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -200205.406250 Penalty: 3761.290771
	Iteration 8Q: 3 clusters Score -200205.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -200297.671875 Penalty: 3761.290771
	Iteration 9Q: 3 clusters Score -200297.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -200369.343750 Penalty: 3761.290771
	Iteration 10Q: 3 clusters Score -200369.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -200406.796875 Penalty: 3761.290771
	Iteration 11Q: 3 clusters Score -200406.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -200430.671875 Penalty: 3761.290771
	Iteration 12Q: 3 clusters Score -200430.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -200447.375000 Penalty: 3761.290771
	Iteration 13Q: 3 clusters Score -200447.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -200472.656250 Penalty: 3761.290771
	Iteration 14Q: 3 clusters Score -200472.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -200488.140625 Penalty: 3761.290771
	Iteration 15Q: 3 clusters Score -200488.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -200500.875000 Penalty: 3761.290771
	Iteration 16Q: 3 clusters Score -200500.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -200525.859375 Penalty: 3761.290771
	Iteration 17Q: 3 clusters Score -200525.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -200545.843750 Penalty: 3761.290771
	Iteration 18Q: 3 clusters Score -200545.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -200574.546875 Penalty: 3761.290771
	Iteration 19Q: 3 clusters Score -200574.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -200622.781250 Penalty: 3761.290771
	Iteration 20F: 3 clusters Score -200622.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -200665.484375 Penalty: 3761.290771
	Iteration 21Q: 3 clusters Score -200665.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -200670.406250 Penalty: 3761.290771
	Iteration 22Q: 3 clusters Score -200670.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -200671.703125 Penalty: 3761.290771
	Iteration 23Q: 3 clusters Score -200671.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -200671.703125 Penalty: 3761.290771
	Iteration 24F: 3 clusters Score -200671.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Entering Unmasked Estep 
Score: -234062.656250 Penalty: 1875.931152
	Iteration 0F: 2 clusters Score -234062.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -231448.031250 Penalty: 3751.862305
	Iteration 0F: 3 clusters Score -231448 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -231844.531250 Penalty: 3751.862305
	Iteration 1F: 3 clusters Score -231844.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -231969.765625 Penalty: 3751.862305
	Iteration 2F: 3 clusters Score -231969.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -232043.703125 Penalty: 3751.862305
	Iteration 3Q: 3 clusters Score -232043.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -232091.921875 Penalty: 3751.862305
	Iteration 4Q: 3 clusters Score -232091.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -232128.765625 Penalty: 3751.862305
	Iteration 5Q: 3 clusters Score -232128.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -232148.781250 Penalty: 3751.862305
	Iteration 6Q: 3 clusters Score -232148.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -232166.328125 Penalty: 3751.862305
	Iteration 7Q: 3 clusters Score -232166.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -232180.343750 Penalty: 3751.862305
	Iteration 8Q: 3 clusters Score -232180.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -232198.531250 Penalty: 3751.862305
	Iteration 9Q: 3 clusters Score -232198.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -232208.500000 Penalty: 3751.862305
	Iteration 10Q: 3 clusters Score -232208.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -232216.234375 Penalty: 3751.862305
	Iteration 11Q: 3 clusters Score -232216.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -232219.937500 Penalty: 3751.862305
	Iteration 12Q: 3 clusters Score -232219.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -232227.484375 Penalty: 3751.862305
	Iteration 13Q: 3 clusters Score -232227.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -232232.750000 Penalty: 3751.862305
	Iteration 14Q: 3 clusters Score -232232.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -232239.796875 Penalty: 3751.862305
	Iteration 15Q: 3 clusters Score -232239.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -232242.765625 Penalty: 3751.862305
	Iteration 16Q: 3 clusters Score -232242.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -232243.625000 Penalty: 3751.862305
	Iteration 17Q: 3 clusters Score -232243.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -232245.390625 Penalty: 3751.862305
	Iteration 18Q: 3 clusters Score -232245.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -232248.359375 Penalty: 3751.862305
	Iteration 19Q: 3 clusters Score -232248.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -232251.296875 Penalty: 3751.862305
	Iteration 20F: 3 clusters Score -232251.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -232255.968750 Penalty: 3751.862305
	Iteration 21Q: 3 clusters Score -232256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -232259.203125 Penalty: 3751.862305
	Iteration 22Q: 3 clusters Score -232259.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -232259.953125 Penalty: 3751.862305
	Iteration 23Q: 3 clusters Score -232260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -232261.234375 Penalty: 3751.862305
	Iteration 24Q: 3 clusters Score -232261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -232262.531250 Penalty: 3751.862305
	Iteration 25Q: 3 clusters Score -232262.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -232262.656250 Penalty: 3751.862305
	Iteration 26Q: 3 clusters Score -232262.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -232263.437500 Penalty: 3751.862305
	Iteration 27Q: 3 clusters Score -232263.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -232263.437500 Penalty: 3751.862305
	Iteration 28F: 3 clusters Score -232263.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Entering Unmasked Estep 
Score: -1331058.625000 Penalty: 2301.961426
	Iteration 0F: 2 clusters Score -1331059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1322880.875000 Penalty: 4603.922852
	Iteration 0F: 3 clusters Score -1322881 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1325231.250000 Penalty: 4603.922852
	Iteration 1F: 3 clusters Score -1325231 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1325607.000000 Penalty: 4603.922852
	Iteration 2F: 3 clusters Score -1325607 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1325907.625000 Penalty: 4603.922852
	Iteration 3F: 3 clusters Score -1325908 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1326156.875000 Penalty: 4603.922852
	Iteration 4Q: 3 clusters Score -1326157 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1326375.875000 Penalty: 4603.922852
	Iteration 5Q: 3 clusters Score -1326376 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1326586.500000 Penalty: 4603.922852
	Iteration 6Q: 3 clusters Score -1326586 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1326785.250000 Penalty: 4603.922852
	Iteration 7Q: 3 clusters Score -1326785 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1326986.875000 Penalty: 4603.922852
	Iteration 8Q: 3 clusters Score -1326987 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1327148.375000 Penalty: 4603.922852
	Iteration 9Q: 3 clusters Score -1327148 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1327296.500000 Penalty: 4603.922852
	Iteration 10Q: 3 clusters Score -1327296 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1327428.500000 Penalty: 4603.922852
	Iteration 11Q: 3 clusters Score -1327428 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1327527.250000 Penalty: 4603.922852
	Iteration 12Q: 3 clusters Score -1327527 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1327610.000000 Penalty: 4603.922852
	Iteration 13Q: 3 clusters Score -1327610 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1327684.375000 Penalty: 4603.922852
	Iteration 14Q: 3 clusters Score -1327684 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1327768.625000 Penalty: 4603.922852
	Iteration 15Q: 3 clusters Score -1327769 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1327846.250000 Penalty: 4603.922852
	Iteration 16Q: 3 clusters Score -1327846 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1327915.875000 Penalty: 4603.922852
	Iteration 17Q: 3 clusters Score -1327916 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1327966.875000 Penalty: 4603.922852
	Iteration 18Q: 3 clusters Score -1327967 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1328016.875000 Penalty: 4603.922852
	Iteration 19Q: 3 clusters Score -1328017 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1328074.875000 Penalty: 4603.922852
	Iteration 20F: 3 clusters Score -1328075 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1328145.625000 Penalty: 4603.922852
	Iteration 21Q: 3 clusters Score -1328146 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1328212.250000 Penalty: 4603.922852
	Iteration 22Q: 3 clusters Score -1328212 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1328274.875000 Penalty: 4603.922852
	Iteration 23Q: 3 clusters Score -1328275 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1328323.000000 Penalty: 4603.922852
	Iteration 24Q: 3 clusters Score -1328323 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1328368.500000 Penalty: 4603.922852
	Iteration 25Q: 3 clusters Score -1328368 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1328416.375000 Penalty: 4603.922852
	Iteration 26Q: 3 clusters Score -1328416 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1328466.125000 Penalty: 4603.922852
	Iteration 27Q: 3 clusters Score -1328466 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1328517.625000 Penalty: 4603.922852
	Iteration 28Q: 3 clusters Score -1328518 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1328561.000000 Penalty: 4603.922852
	Iteration 29Q: 3 clusters Score -1328561 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1328605.000000 Penalty: 4603.922852
	Iteration 30Q: 3 clusters Score -1328605 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1328641.500000 Penalty: 4603.922852
	Iteration 31Q: 3 clusters Score -1328642 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1328682.500000 Penalty: 4603.922852
	Iteration 32Q: 3 clusters Score -1328682 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1328720.375000 Penalty: 4603.922852
	Iteration 33Q: 3 clusters Score -1328720 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1328755.125000 Penalty: 4603.922852
	Iteration 34Q: 3 clusters Score -1328755 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1328790.500000 Penalty: 4603.922852
	Iteration 35Q: 3 clusters Score -1328790 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1328827.750000 Penalty: 4603.922852
	Iteration 36Q: 3 clusters Score -1328828 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1328859.750000 Penalty: 4603.922852
	Iteration 37Q: 3 clusters Score -1328860 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1328893.000000 Penalty: 4603.922852
	Iteration 38Q: 3 clusters Score -1328893 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1328915.125000 Penalty: 4603.922852
	Iteration 39Q: 3 clusters Score -1328915 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1328934.375000 Penalty: 4603.922852
	Iteration 40F: 3 clusters Score -1328934 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1328953.875000 Penalty: 4603.922852
	Iteration 41Q: 3 clusters Score -1328954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1328968.375000 Penalty: 4603.922852
	Iteration 42Q: 3 clusters Score -1328968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1328977.000000 Penalty: 4603.922852
	Iteration 43Q: 3 clusters Score -1328977 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1328980.000000 Penalty: 4603.922852
	Iteration 44Q: 3 clusters Score -1328980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1328989.375000 Penalty: 4603.922852
	Iteration 45Q: 3 clusters Score -1328989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1328991.875000 Penalty: 4603.922852
	Iteration 46Q: 3 clusters Score -1328992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1328995.000000 Penalty: 4603.922852
	Iteration 47Q: 3 clusters Score -1328995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1328998.000000 Penalty: 4603.922852
	Iteration 48Q: 3 clusters Score -1328998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1329001.250000 Penalty: 4603.922852
	Iteration 49Q: 3 clusters Score -1329001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1329001.125000 Penalty: 4603.922852
	Iteration 50Q: 3 clusters Score -1329001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1329003.000000 Penalty: 4603.922852
	Iteration 51Q: 3 clusters Score -1329003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1329001.750000 Penalty: 4603.922852
	Iteration 52Q: 3 clusters Score -1329002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1329003.500000 Penalty: 4603.922852
	Iteration 53Q: 3 clusters Score -1329004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1329003.500000 Penalty: 4603.922852
	Iteration 54Q: 3 clusters Score -1329004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1329003.750000 Penalty: 4603.922852
	Iteration 55Q: 3 clusters Score -1329004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1329002.500000 Penalty: 4603.922852
	Iteration 56Q: 3 clusters Score -1329002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1329007.500000 Penalty: 4603.922852
	Iteration 57Q: 3 clusters Score -1329008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1329007.375000 Penalty: 4603.922852
	Iteration 58Q: 3 clusters Score -1329007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1329009.375000 Penalty: 4603.922852
	Iteration 59Q: 3 clusters Score -1329009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1329011.125000 Penalty: 4603.922852
	Iteration 60F: 3 clusters Score -1329011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1329010.625000 Penalty: 4603.922852
	Iteration 61Q: 3 clusters Score -1329011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1329010.625000 Penalty: 4603.922852
	Iteration 62F: 3 clusters Score -1329011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Entering Unmasked Estep 
Score: -2428099.000000 Penalty: 2456.275635
	Iteration 0F: 2 clusters Score -2428099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2414187.750000 Penalty: 4912.551270
	Iteration 0F: 3 clusters Score -2414188 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2419099.250000 Penalty: 4912.551270
	Iteration 1F: 3 clusters Score -2419099 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2419765.250000 Penalty: 4912.551270
	Iteration 2F: 3 clusters Score -2419765 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2420406.000000 Penalty: 4912.551270
	Iteration 3F: 3 clusters Score -2420406 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2421066.750000 Penalty: 4912.551270
	Iteration 4F: 3 clusters Score -2421067 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2421737.000000 Penalty: 4912.551270
	Iteration 5F: 3 clusters Score -2421737 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2422509.000000 Penalty: 4912.551270
	Iteration 6F: 3 clusters Score -2422509 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -2423344.750000 Penalty: 4912.551270
	Iteration 7F: 3 clusters Score -2423345 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2424136.250000 Penalty: 4912.551270
	Iteration 8F: 3 clusters Score -2424136 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2424864.000000 Penalty: 4912.551270
	Iteration 9Q: 3 clusters Score -2424864 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2425400.500000 Penalty: 4912.551270
	Iteration 10Q: 3 clusters Score -2425400 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2425795.750000 Penalty: 4912.551270
	Iteration 11Q: 3 clusters Score -2425796 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2426062.750000 Penalty: 4912.551270
	Iteration 12Q: 3 clusters Score -2426063 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2426266.750000 Penalty: 4912.551270
	Iteration 13Q: 3 clusters Score -2426267 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2426409.000000 Penalty: 4912.551270
	Iteration 14Q: 3 clusters Score -2426409 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2426502.250000 Penalty: 4912.551270
	Iteration 15Q: 3 clusters Score -2426502 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2426577.000000 Penalty: 4912.551270
	Iteration 16Q: 3 clusters Score -2426577 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2426615.750000 Penalty: 4912.551270
	Iteration 17Q: 3 clusters Score -2426616 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2426654.500000 Penalty: 4912.551270
	Iteration 18Q: 3 clusters Score -2426654 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2426689.000000 Penalty: 4912.551270
	Iteration 19Q: 3 clusters Score -2426689 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2426716.500000 Penalty: 4912.551270
	Iteration 20F: 3 clusters Score -2426716 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2426739.250000 Penalty: 4912.551270
	Iteration 21Q: 3 clusters Score -2426739 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2426773.500000 Penalty: 4912.551270
	Iteration 22Q: 3 clusters Score -2426774 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2426782.000000 Penalty: 4912.551270
	Iteration 23Q: 3 clusters Score -2426782 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2426795.000000 Penalty: 4912.551270
	Iteration 24Q: 3 clusters Score -2426795 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2426814.500000 Penalty: 4912.551270
	Iteration 25Q: 3 clusters Score -2426814 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2426834.500000 Penalty: 4912.551270
	Iteration 26Q: 3 clusters Score -2426834 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2426854.750000 Penalty: 4912.551270
	Iteration 27Q: 3 clusters Score -2426855 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2426865.750000 Penalty: 4912.551270
	Iteration 28Q: 3 clusters Score -2426866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2426879.500000 Penalty: 4912.551270
	Iteration 29Q: 3 clusters Score -2426880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2426883.750000 Penalty: 4912.551270
	Iteration 30Q: 3 clusters Score -2426884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2426900.500000 Penalty: 4912.551270
	Iteration 31Q: 3 clusters Score -2426900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2426903.250000 Penalty: 4912.551270
	Iteration 32Q: 3 clusters Score -2426903 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2426905.000000 Penalty: 4912.551270
	Iteration 33Q: 3 clusters Score -2426905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2426913.000000 Penalty: 4912.551270
	Iteration 34Q: 3 clusters Score -2426913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2426923.500000 Penalty: 4912.551270
	Iteration 35Q: 3 clusters Score -2426924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2426927.750000 Penalty: 4912.551270
	Iteration 36Q: 3 clusters Score -2426928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -2426930.250000 Penalty: 4912.551270
	Iteration 37Q: 3 clusters Score -2426930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2426938.500000 Penalty: 4912.551270
	Iteration 38Q: 3 clusters Score -2426938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2426940.250000 Penalty: 4912.551270
	Iteration 39Q: 3 clusters Score -2426940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2426940.000000 Penalty: 4912.551270
	Iteration 40F: 3 clusters Score -2426940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2426946.750000 Penalty: 4912.551270
	Iteration 41Q: 3 clusters Score -2426947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2426946.250000 Penalty: 4912.551270
	Iteration 42Q: 3 clusters Score -2426946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2426947.750000 Penalty: 4912.551270
	Iteration 43Q: 3 clusters Score -2426948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2426953.750000 Penalty: 4912.551270
	Iteration 44Q: 3 clusters Score -2426954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2426953.000000 Penalty: 4912.551270
	Iteration 45Q: 3 clusters Score -2426953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2426954.250000 Penalty: 4912.551270
	Iteration 46Q: 3 clusters Score -2426954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2426955.250000 Penalty: 4912.551270
	Iteration 47Q: 3 clusters Score -2426955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2426957.500000 Penalty: 4912.551270
	Iteration 48Q: 3 clusters Score -2426958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2426952.250000 Penalty: 4912.551270
	Iteration 49Q: 3 clusters Score -2426952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2426953.250000 Penalty: 4912.551270
	Iteration 50Q: 3 clusters Score -2426953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2426953.250000 Penalty: 4912.551270
	Iteration 51F: 3 clusters Score -2426953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Entering Unmasked Estep 
Score: -483594.875000 Penalty: 2055.805664
	Iteration 0F: 2 clusters Score -483594.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -479707.906250 Penalty: 4111.611328
	Iteration 0F: 3 clusters Score -479707.9 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -480588.062500 Penalty: 4111.611328
	Iteration 1F: 3 clusters Score -480588.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -480778.312500 Penalty: 4111.611328
	Iteration 2F: 3 clusters Score -480778.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -480915.468750 Penalty: 4111.611328
	Iteration 3F: 3 clusters Score -480915.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -481032.656250 Penalty: 4111.611328
	Iteration 4Q: 3 clusters Score -481032.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -481101.093750 Penalty: 4111.611328
	Iteration 5Q: 3 clusters Score -481101.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -481153.781250 Penalty: 4111.611328
	Iteration 6Q: 3 clusters Score -481153.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -481189.468750 Penalty: 4111.611328
	Iteration 7Q: 3 clusters Score -481189.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -481212.343750 Penalty: 4111.611328
	Iteration 8Q: 3 clusters Score -481212.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -481237.375000 Penalty: 4111.611328
	Iteration 9Q: 3 clusters Score -481237.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -481258.406250 Penalty: 4111.611328
	Iteration 10Q: 3 clusters Score -481258.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -481276.406250 Penalty: 4111.611328
	Iteration 11Q: 3 clusters Score -481276.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -481295.156250 Penalty: 4111.611328
	Iteration 12Q: 3 clusters Score -481295.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -481316.937500 Penalty: 4111.611328
	Iteration 13Q: 3 clusters Score -481316.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -481333.875000 Penalty: 4111.611328
	Iteration 14Q: 3 clusters Score -481333.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -481352.750000 Penalty: 4111.611328
	Iteration 15Q: 3 clusters Score -481352.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -481371.437500 Penalty: 4111.611328
	Iteration 16Q: 3 clusters Score -481371.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -481386.625000 Penalty: 4111.611328
	Iteration 17Q: 3 clusters Score -481386.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -481409.937500 Penalty: 4111.611328
	Iteration 18Q: 3 clusters Score -481409.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -481425.312500 Penalty: 4111.611328
	Iteration 19Q: 3 clusters Score -481425.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -481435.281250 Penalty: 4111.611328
	Iteration 20F: 3 clusters Score -481435.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -481453.218750 Penalty: 4111.611328
	Iteration 21Q: 3 clusters Score -481453.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -481468.812500 Penalty: 4111.611328
	Iteration 22Q: 3 clusters Score -481468.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -481479.562500 Penalty: 4111.611328
	Iteration 23Q: 3 clusters Score -481479.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -481492.812500 Penalty: 4111.611328
	Iteration 24Q: 3 clusters Score -481492.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -481505.718750 Penalty: 4111.611328
	Iteration 25Q: 3 clusters Score -481505.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -481515.875000 Penalty: 4111.611328
	Iteration 26Q: 3 clusters Score -481515.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -481527.500000 Penalty: 4111.611328
	Iteration 27Q: 3 clusters Score -481527.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -481537.968750 Penalty: 4111.611328
	Iteration 28Q: 3 clusters Score -481538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -481549.937500 Penalty: 4111.611328
	Iteration 29Q: 3 clusters Score -481549.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -481558.406250 Penalty: 4111.611328
	Iteration 30Q: 3 clusters Score -481558.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -481566.343750 Penalty: 4111.611328
	Iteration 31Q: 3 clusters Score -481566.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -481576.937500 Penalty: 4111.611328
	Iteration 32Q: 3 clusters Score -481576.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -481583.375000 Penalty: 4111.611328
	Iteration 33Q: 3 clusters Score -481583.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -481587.500000 Penalty: 4111.611328
	Iteration 34Q: 3 clusters Score -481587.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -481592.531250 Penalty: 4111.611328
	Iteration 35Q: 3 clusters Score -481592.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -481600.187500 Penalty: 4111.611328
	Iteration 36Q: 3 clusters Score -481600.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -481607.125000 Penalty: 4111.611328
	Iteration 37Q: 3 clusters Score -481607.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -481616.656250 Penalty: 4111.611328
	Iteration 38Q: 3 clusters Score -481616.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -481625.562500 Penalty: 4111.611328
	Iteration 39Q: 3 clusters Score -481625.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -481630.593750 Penalty: 4111.611328
	Iteration 40F: 3 clusters Score -481630.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -481636.968750 Penalty: 4111.611328
	Iteration 41Q: 3 clusters Score -481637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -481642.187500 Penalty: 4111.611328
	Iteration 42Q: 3 clusters Score -481642.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -481648.437500 Penalty: 4111.611328
	Iteration 43Q: 3 clusters Score -481648.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -481659.093750 Penalty: 4111.611328
	Iteration 44Q: 3 clusters Score -481659.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -481666.468750 Penalty: 4111.611328
	Iteration 45Q: 3 clusters Score -481666.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -481673.718750 Penalty: 4111.611328
	Iteration 46Q: 3 clusters Score -481673.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -481685.156250 Penalty: 4111.611328
	Iteration 47Q: 3 clusters Score -481685.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -481696.218750 Penalty: 4111.611328
	Iteration 48Q: 3 clusters Score -481696.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -481704.531250 Penalty: 4111.611328
	Iteration 49Q: 3 clusters Score -481704.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -481707.812500 Penalty: 4111.611328
	Iteration 50Q: 3 clusters Score -481707.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -481711.937500 Penalty: 4111.611328
	Iteration 51Q: 3 clusters Score -481711.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -481713.875000 Penalty: 4111.611328
	Iteration 52Q: 3 clusters Score -481713.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -481716.156250 Penalty: 4111.611328
	Iteration 53Q: 3 clusters Score -481716.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -481718.375000 Penalty: 4111.611328
	Iteration 54Q: 3 clusters Score -481718.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -481719.500000 Penalty: 4111.611328
	Iteration 55Q: 3 clusters Score -481719.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -481724.750000 Penalty: 4111.611328
	Iteration 56Q: 3 clusters Score -481724.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -481728.218750 Penalty: 4111.611328
	Iteration 57Q: 3 clusters Score -481728.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -481734.937500 Penalty: 4111.611328
	Iteration 58Q: 3 clusters Score -481734.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -481737.031250 Penalty: 4111.611328
	Iteration 59Q: 3 clusters Score -481737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -481740.000000 Penalty: 4111.611328
	Iteration 60F: 3 clusters Score -481740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -481744.500000 Penalty: 4111.611328
	Iteration 61Q: 3 clusters Score -481744.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -481752.406250 Penalty: 4111.611328
	Iteration 62Q: 3 clusters Score -481752.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -481763.468750 Penalty: 4111.611328
	Iteration 63Q: 3 clusters Score -481763.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -481776.781250 Penalty: 4111.611328
	Iteration 64Q: 3 clusters Score -481776.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -481784.062500 Penalty: 4111.611328
	Iteration 65Q: 3 clusters Score -481784.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -481791.281250 Penalty: 4111.611328
	Iteration 66Q: 3 clusters Score -481791.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -481794.843750 Penalty: 4111.611328
	Iteration 67Q: 3 clusters Score -481794.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -481797.656250 Penalty: 4111.611328
	Iteration 68Q: 3 clusters Score -481797.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -481798.906250 Penalty: 4111.611328
	Iteration 69Q: 3 clusters Score -481798.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -481803.156250 Penalty: 4111.611328
	Iteration 70Q: 3 clusters Score -481803.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -481808.031250 Penalty: 4111.611328
	Iteration 71Q: 3 clusters Score -481808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -481811.656250 Penalty: 4111.611328
	Iteration 72Q: 3 clusters Score -481811.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -481812.250000 Penalty: 4111.611328
	Iteration 73Q: 3 clusters Score -481812.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -481818.625000 Penalty: 4111.611328
	Iteration 74Q: 3 clusters Score -481818.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -481821.437500 Penalty: 4111.611328
	Iteration 75Q: 3 clusters Score -481821.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -481824.906250 Penalty: 4111.611328
	Iteration 76Q: 3 clusters Score -481824.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -481827.218750 Penalty: 4111.611328
	Iteration 77Q: 3 clusters Score -481827.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -481827.218750 Penalty: 4111.611328
	Iteration 78F: 3 clusters Score -481827.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -118333.671875 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -118333.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -116348.437500 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -116348.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -116636.312500 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -116636.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -116751.351562 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -116751.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -116826.859375 Penalty: 3440.907715
	Iteration 3Q: 3 clusters Score -116826.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -116877.359375 Penalty: 3440.907715
	Iteration 4Q: 3 clusters Score -116877.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -116912.882812 Penalty: 3440.907715
	Iteration 5Q: 3 clusters Score -116912.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -116963.695312 Penalty: 3440.907715
	Iteration 6Q: 3 clusters Score -116963.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -117004.125000 Penalty: 3440.907715
	Iteration 7Q: 3 clusters Score -117004.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -117028.304688 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -117028.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -117047.281250 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -117047.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -117065.257812 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -117065.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -117074.609375 Penalty: 3440.907715
	Iteration 11Q: 3 clusters Score -117074.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -117076.742188 Penalty: 3440.907715
	Iteration 12Q: 3 clusters Score -117076.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -117077.367188 Penalty: 3440.907715
	Iteration 13Q: 3 clusters Score -117077.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -117077.367188 Penalty: 3440.907715
	Iteration 14F: 3 clusters Score -117077.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17284 members 
Mstep: Class 4 contains 10506 members 
Mstep: Class 5 contains 30738 members 
Mstep: Class 6 contains 199037 members 
Mstep: Class 7 contains 16636 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44110 members 
Mstep: Class 10 contains 9439 members 
Mstep: Class 11 contains 19001 members 
Mstep: Class 12 contains 81755 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 65555 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 224767 members 
Mstep: Class 17 contains 198454 members 
Mstep: Class 18 contains 16507 members 
Mstep: Class 19 contains 11299 members 
Mstep: Class 20 contains 209182 members 
Mstep: Class 21 contains 2843 members 
Mstep: Class 22 contains 3710 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1928 members 
Mstep: Class 25 contains 10744 members 
Mstep: Class 26 contains 20017 members 
Mstep: Class 27 contains 3982 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551712.000000 Penalty: 97617.203125
Iteration 199Q: 29 clusters Score -1.545517e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58511 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17287 members 
Mstep: Class 4 contains 10504 members 
Mstep: Class 5 contains 30728 members 
Mstep: Class 6 contains 198999 members 
Mstep: Class 7 contains 16642 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44106 members 
Mstep: Class 10 contains 9438 members 
Mstep: Class 11 contains 19000 members 
Mstep: Class 12 contains 81749 members 
Mstep: Class 13 contains 9414 members 
Mstep: Class 14 contains 65567 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 224962 members 
Mstep: Class 17 contains 198405 members 
Mstep: Class 18 contains 16508 members 
Mstep: Class 19 contains 11300 members 
Mstep: Class 20 contains 209082 members 
Mstep: Class 21 contains 2843 members 
Mstep: Class 22 contains 3710 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1929 members 
Mstep: Class 25 contains 10752 members 
Mstep: Class 26 contains 20020 members 
Mstep: Class 27 contains 3982 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551760.000000 Penalty: 97617.203125
Iteration 200F: 29 clusters Score -1.545518e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58484 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17288 members 
Mstep: Class 4 contains 10502 members 
Mstep: Class 5 contains 30708 members 
Mstep: Class 6 contains 198966 members 
Mstep: Class 7 contains 16640 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44112 members 
Mstep: Class 10 contains 9434 members 
Mstep: Class 11 contains 19001 members 
Mstep: Class 12 contains 81753 members 
Mstep: Class 13 contains 9413 members 
Mstep: Class 14 contains 65583 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 225125 members 
Mstep: Class 17 contains 198431 members 
Mstep: Class 18 contains 16511 members 
Mstep: Class 19 contains 11302 members 
Mstep: Class 20 contains 208939 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 3710 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1929 members 
Mstep: Class 25 contains 10761 members 
Mstep: Class 26 contains 20022 members 
Mstep: Class 27 contains 3982 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551808.000000 Penalty: 97617.203125
Iteration 201Q: 29 clusters Score -1.545518e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17289 members 
Mstep: Class 4 contains 10498 members 
Mstep: Class 5 contains 30698 members 
Mstep: Class 6 contains 198916 members 
Mstep: Class 7 contains 16635 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44113 members 
Mstep: Class 10 contains 9431 members 
Mstep: Class 11 contains 19003 members 
Mstep: Class 12 contains 81747 members 
Mstep: Class 13 contains 9410 members 
Mstep: Class 14 contains 65582 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 225296 members 
Mstep: Class 17 contains 198498 members 
Mstep: Class 18 contains 16515 members 
Mstep: Class 19 contains 11310 members 
Mstep: Class 20 contains 208783 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 3710 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1931 members 
Mstep: Class 25 contains 10769 members 
Mstep: Class 26 contains 20028 members 
Mstep: Class 27 contains 3982 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551808.000000 Penalty: 97617.203125
Iteration 202Q: 29 clusters Score -1.545518e+08 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58433 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17288 members 
Mstep: Class 4 contains 10494 members 
Mstep: Class 5 contains 30687 members 
Mstep: Class 6 contains 198872 members 
Mstep: Class 7 contains 16622 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44113 members 
Mstep: Class 10 contains 9427 members 
Mstep: Class 11 contains 19005 members 
Mstep: Class 12 contains 81775 members 
Mstep: Class 13 contains 9409 members 
Mstep: Class 14 contains 65591 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 225487 members 
Mstep: Class 17 contains 198611 members 
Mstep: Class 18 contains 16513 members 
Mstep: Class 19 contains 11311 members 
Mstep: Class 20 contains 208530 members 
Mstep: Class 21 contains 2843 members 
Mstep: Class 22 contains 3709 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1934 members 
Mstep: Class 25 contains 10772 members 
Mstep: Class 26 contains 20030 members 
Mstep: Class 27 contains 3982 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551840.000000 Penalty: 97617.203125
Iteration 203Q: 29 clusters Score -1.545518e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17290 members 
Mstep: Class 4 contains 10489 members 
Mstep: Class 5 contains 30687 members 
Mstep: Class 6 contains 198829 members 
Mstep: Class 7 contains 16617 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44113 members 
Mstep: Class 10 contains 9423 members 
Mstep: Class 11 contains 19009 members 
Mstep: Class 12 contains 81799 members 
Mstep: Class 13 contains 9406 members 
Mstep: Class 14 contains 65617 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 225677 members 
Mstep: Class 17 contains 198648 members 
Mstep: Class 18 contains 16511 members 
Mstep: Class 19 contains 11309 members 
Mstep: Class 20 contains 208302 members 
Mstep: Class 21 contains 2843 members 
Mstep: Class 22 contains 3709 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1937 members 
Mstep: Class 25 contains 10780 members 
Mstep: Class 26 contains 20035 members 
Mstep: Class 27 contains 3982 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551872.000000 Penalty: 97617.203125
Iteration 204Q: 29 clusters Score -1.545519e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17291 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 5 contains 30689 members 
Mstep: Class 6 contains 198810 members 
Mstep: Class 7 contains 16616 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44115 members 
Mstep: Class 10 contains 9421 members 
Mstep: Class 11 contains 19008 members 
Mstep: Class 12 contains 81798 members 
Mstep: Class 13 contains 9404 members 
Mstep: Class 14 contains 65636 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 225831 members 
Mstep: Class 17 contains 198681 members 
Mstep: Class 18 contains 16511 members 
Mstep: Class 19 contains 11304 members 
Mstep: Class 20 contains 208119 members 
Mstep: Class 21 contains 2844 members 
Mstep: Class 22 contains 3711 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1940 members 
Mstep: Class 25 contains 10792 members 
Mstep: Class 26 contains 20037 members 
Mstep: Class 27 contains 3982 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552144.000000 Penalty: 97617.203125
Iteration 205Q: 29 clusters Score -1.545521e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17293 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 30695 members 
Mstep: Class 6 contains 198765 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44107 members 
Mstep: Class 10 contains 9419 members 
Mstep: Class 11 contains 19008 members 
Mstep: Class 12 contains 81797 members 
Mstep: Class 13 contains 9403 members 
Mstep: Class 14 contains 65653 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 226007 members 
Mstep: Class 17 contains 198771 members 
Mstep: Class 18 contains 16512 members 
Mstep: Class 19 contains 11303 members 
Mstep: Class 20 contains 207873 members 
Mstep: Class 21 contains 2845 members 
Mstep: Class 22 contains 3711 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1942 members 
Mstep: Class 25 contains 10809 members 
Mstep: Class 26 contains 20040 members 
Mstep: Class 27 contains 3982 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552032.000000 Penalty: 97617.203125
Iteration 206Q: 29 clusters Score -1.54552e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58398 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17296 members 
Mstep: Class 4 contains 10484 members 
Mstep: Class 5 contains 30687 members 
Mstep: Class 6 contains 198724 members 
Mstep: Class 7 contains 16603 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44103 members 
Mstep: Class 10 contains 9418 members 
Mstep: Class 11 contains 19005 members 
Mstep: Class 12 contains 81792 members 
Mstep: Class 13 contains 9403 members 
Mstep: Class 14 contains 65659 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 226187 members 
Mstep: Class 17 contains 198819 members 
Mstep: Class 18 contains 16514 members 
Mstep: Class 19 contains 11301 members 
Mstep: Class 20 contains 207698 members 
Mstep: Class 21 contains 2844 members 
Mstep: Class 22 contains 3711 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1945 members 
Mstep: Class 25 contains 10822 members 
Mstep: Class 26 contains 20042 members 
Mstep: Class 27 contains 3983 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551904.000000 Penalty: 97617.203125
Iteration 207Q: 29 clusters Score -1.545519e+08 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17299 members 
Mstep: Class 4 contains 10478 members 
Mstep: Class 5 contains 30680 members 
Mstep: Class 6 contains 198676 members 
Mstep: Class 7 contains 16600 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44099 members 
Mstep: Class 10 contains 9414 members 
Mstep: Class 11 contains 19006 members 
Mstep: Class 12 contains 81783 members 
Mstep: Class 13 contains 9403 members 
Mstep: Class 14 contains 65666 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 226349 members 
Mstep: Class 17 contains 198906 members 
Mstep: Class 18 contains 16514 members 
Mstep: Class 19 contains 11302 members 
Mstep: Class 20 contains 207516 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 3711 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1945 members 
Mstep: Class 25 contains 10828 members 
Mstep: Class 26 contains 20045 members 
Mstep: Class 27 contains 3983 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154551936.000000 Penalty: 97617.203125
Iteration 208Q: 29 clusters Score -1.545519e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17300 members 
Mstep: Class 4 contains 10472 members 
Mstep: Class 5 contains 30672 members 
Mstep: Class 6 contains 198665 members 
Mstep: Class 7 contains 16589 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44103 members 
Mstep: Class 10 contains 9407 members 
Mstep: Class 11 contains 19008 members 
Mstep: Class 12 contains 81761 members 
Mstep: Class 13 contains 9403 members 
Mstep: Class 14 contains 65668 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 226464 members 
Mstep: Class 17 contains 199031 members 
Mstep: Class 18 contains 16518 members 
Mstep: Class 19 contains 11301 members 
Mstep: Class 20 contains 207321 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 3710 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1945 members 
Mstep: Class 25 contains 10835 members 
Mstep: Class 26 contains 20047 members 
Mstep: Class 27 contains 3983 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552048.000000 Penalty: 97617.203125
Iteration 209Q: 29 clusters Score -1.54552e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17302 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 30649 members 
Mstep: Class 6 contains 198648 members 
Mstep: Class 7 contains 16582 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44097 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 19007 members 
Mstep: Class 12 contains 81743 members 
Mstep: Class 13 contains 9403 members 
Mstep: Class 14 contains 65658 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 226611 members 
Mstep: Class 17 contains 199081 members 
Mstep: Class 18 contains 16519 members 
Mstep: Class 19 contains 11302 members 
Mstep: Class 20 contains 207196 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 3710 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1946 members 
Mstep: Class 25 contains 10847 members 
Mstep: Class 26 contains 20048 members 
Mstep: Class 27 contains 3982 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552416.000000 Penalty: 97617.203125
Iteration 210Q: 29 clusters Score -1.545524e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58375 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17304 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 30645 members 
Mstep: Class 6 contains 198619 members 
Mstep: Class 7 contains 16574 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44090 members 
Mstep: Class 10 contains 9392 members 
Mstep: Class 11 contains 19010 members 
Mstep: Class 12 contains 81716 members 
Mstep: Class 13 contains 9398 members 
Mstep: Class 14 contains 65648 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 226721 members 
Mstep: Class 17 contains 199125 members 
Mstep: Class 18 contains 16525 members 
Mstep: Class 19 contains 11304 members 
Mstep: Class 20 contains 207137 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 3710 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 10849 members 
Mstep: Class 26 contains 20050 members 
Mstep: Class 27 contains 3981 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552304.000000 Penalty: 97617.203125
Iteration 211Q: 29 clusters Score -1.545523e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58369 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17306 members 
Mstep: Class 4 contains 10470 members 
Mstep: Class 5 contains 30646 members 
Mstep: Class 6 contains 198570 members 
Mstep: Class 7 contains 16565 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44089 members 
Mstep: Class 10 contains 9386 members 
Mstep: Class 11 contains 19010 members 
Mstep: Class 12 contains 81684 members 
Mstep: Class 13 contains 9398 members 
Mstep: Class 14 contains 65648 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 226851 members 
Mstep: Class 17 contains 199129 members 
Mstep: Class 18 contains 16523 members 
Mstep: Class 19 contains 11305 members 
Mstep: Class 20 contains 207090 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 3711 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 1951 members 
Mstep: Class 25 contains 10861 members 
Mstep: Class 26 contains 20049 members 
Mstep: Class 27 contains 3981 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552560.000000 Penalty: 97617.203125
Iteration 212Q: 29 clusters Score -1.545526e+08 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17311 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 30647 members 
Mstep: Class 6 contains 198523 members 
Mstep: Class 7 contains 16560 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44085 members 
Mstep: Class 10 contains 9380 members 
Mstep: Class 11 contains 19008 members 
Mstep: Class 12 contains 81653 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 14 contains 65642 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 226990 members 
Mstep: Class 17 contains 199139 members 
Mstep: Class 18 contains 16530 members 
Mstep: Class 19 contains 11307 members 
Mstep: Class 20 contains 207038 members 
Mstep: Class 21 contains 2844 members 
Mstep: Class 22 contains 3712 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 1952 members 
Mstep: Class 25 contains 10867 members 
Mstep: Class 26 contains 20048 members 
Mstep: Class 27 contains 3982 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552752.000000 Penalty: 97617.203125
Iteration 213Q: 29 clusters Score -1.545528e+08 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58325 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17315 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 30635 members 
Mstep: Class 6 contains 198479 members 
Mstep: Class 7 contains 16556 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44075 members 
Mstep: Class 10 contains 9374 members 
Mstep: Class 11 contains 19008 members 
Mstep: Class 12 contains 81618 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 14 contains 65625 members 
Mstep: Class 15 contains 3836 members 
Mstep: Class 16 contains 227159 members 
Mstep: Class 17 contains 199173 members 
Mstep: Class 18 contains 16536 members 
Mstep: Class 19 contains 11309 members 
Mstep: Class 20 contains 206974 members 
Mstep: Class 21 contains 2844 members 
Mstep: Class 22 contains 3713 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 1953 members 
Mstep: Class 25 contains 10870 members 
Mstep: Class 26 contains 20049 members 
Mstep: Class 27 contains 3983 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154552880.000000 Penalty: 97617.203125
Iteration 214Q: 29 clusters Score -1.545529e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58311 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17319 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 30623 members 
Mstep: Class 6 contains 198433 members 
Mstep: Class 7 contains 16550 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44065 members 
Mstep: Class 10 contains 9369 members 
Mstep: Class 11 contains 19007 members 
Mstep: Class 12 contains 81601 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 14 contains 65616 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 227359 members 
Mstep: Class 17 contains 199115 members 
Mstep: Class 18 contains 16536 members 
Mstep: Class 19 contains 11311 members 
Mstep: Class 20 contains 206946 members 
Mstep: Class 21 contains 2844 members 
Mstep: Class 22 contains 3714 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 1953 members 
Mstep: Class 25 contains 10870 members 
Mstep: Class 26 contains 20054 members 
Mstep: Class 27 contains 3983 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154553184.000000 Penalty: 97617.203125
Iteration 215Q: 29 clusters Score -1.545532e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58313 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17321 members 
Mstep: Class 4 contains 10452 members 
Mstep: Class 5 contains 30627 members 
Mstep: Class 6 contains 198415 members 
Mstep: Class 7 contains 16540 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44059 members 
Mstep: Class 10 contains 9364 members 
Mstep: Class 11 contains 19010 members 
Mstep: Class 12 contains 81590 members 
Mstep: Class 13 contains 9395 members 
Mstep: Class 14 contains 65626 members 
Mstep: Class 15 contains 3834 members 
Mstep: Class 16 contains 227487 members 
Mstep: Class 17 contains 199065 members 
Mstep: Class 18 contains 16538 members 
Mstep: Class 19 contains 11308 members 
Mstep: Class 20 contains 206903 members 
Mstep: Class 21 contains 2845 members 
Mstep: Class 22 contains 3715 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 1952 members 
Mstep: Class 25 contains 10874 members 
Mstep: Class 26 contains 20053 members 
Mstep: Class 27 contains 3983 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154553616.000000 Penalty: 97617.203125
Iteration 216Q: 29 clusters Score -1.545536e+08 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58311 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17323 members 
Mstep: Class 4 contains 10444 members 
Mstep: Class 5 contains 30624 members 
Mstep: Class 6 contains 198375 members 
Mstep: Class 7 contains 16538 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44053 members 
Mstep: Class 10 contains 9359 members 
Mstep: Class 11 contains 19011 members 
Mstep: Class 12 contains 81569 members 
Mstep: Class 13 contains 9394 members 
Mstep: Class 14 contains 65630 members 
Mstep: Class 15 contains 3832 members 
Mstep: Class 16 contains 227621 members 
Mstep: Class 17 contains 199040 members 
Mstep: Class 18 contains 16539 members 
Mstep: Class 19 contains 11310 members 
Mstep: Class 20 contains 206866 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 3716 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 1951 members 
Mstep: Class 25 contains 10879 members 
Mstep: Class 26 contains 20051 members 
Mstep: Class 27 contains 3983 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154553760.000000 Penalty: 97617.203125
Iteration 217Q: 29 clusters Score -1.545538e+08 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58310 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17325 members 
Mstep: Class 4 contains 10440 members 
Mstep: Class 5 contains 30617 members 
Mstep: Class 6 contains 198351 members 
Mstep: Class 7 contains 16535 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44044 members 
Mstep: Class 10 contains 9356 members 
Mstep: Class 11 contains 19008 members 
Mstep: Class 12 contains 81547 members 
Mstep: Class 13 contains 9393 members 
Mstep: Class 14 contains 65614 members 
Mstep: Class 15 contains 3833 members 
Mstep: Class 16 contains 227743 members 
Mstep: Class 17 contains 199045 members 
Mstep: Class 18 contains 16533 members 
Mstep: Class 19 contains 11311 members 
Mstep: Class 20 contains 206816 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 1950 members 
Mstep: Class 25 contains 10893 members 
Mstep: Class 26 contains 20052 members 
Mstep: Class 27 contains 3984 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154553552.000000 Penalty: 97617.203125
Iteration 218Q: 29 clusters Score -1.545536e+08 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58304 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17327 members 
Mstep: Class 4 contains 10439 members 
Mstep: Class 5 contains 30623 members 
Mstep: Class 6 contains 198311 members 
Mstep: Class 7 contains 16530 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44038 members 
Mstep: Class 10 contains 9355 members 
Mstep: Class 11 contains 19007 members 
Mstep: Class 12 contains 81513 members 
Mstep: Class 13 contains 9392 members 
Mstep: Class 14 contains 65588 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 227829 members 
Mstep: Class 17 contains 199106 members 
Mstep: Class 18 contains 16529 members 
Mstep: Class 19 contains 11314 members 
Mstep: Class 20 contains 206774 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 1952 members 
Mstep: Class 25 contains 10901 members 
Mstep: Class 26 contains 20050 members 
Mstep: Class 27 contains 3984 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154553760.000000 Penalty: 97617.203125
Iteration 219Q: 29 clusters Score -1.545538e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17325 members 
Mstep: Class 4 contains 10432 members 
Mstep: Class 5 contains 30627 members 
Mstep: Class 6 contains 198252 members 
Mstep: Class 7 contains 16521 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44038 members 
Mstep: Class 10 contains 9355 members 
Mstep: Class 11 contains 19007 members 
Mstep: Class 12 contains 81483 members 
Mstep: Class 13 contains 9392 members 
Mstep: Class 14 contains 65565 members 
Mstep: Class 15 contains 3829 members 
Mstep: Class 16 contains 227926 members 
Mstep: Class 17 contains 199190 members 
Mstep: Class 18 contains 16525 members 
Mstep: Class 19 contains 11313 members 
Mstep: Class 20 contains 206709 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 3721 members 
Mstep: Class 23 contains 1979 members 
Mstep: Class 24 contains 1959 members 
Mstep: Class 25 contains 10908 members 
Mstep: Class 26 contains 20050 members 
Mstep: Class 27 contains 3984 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154554176.000000 Penalty: 97617.203125
Iteration 220F: 29 clusters Score -1.545542e+08 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58292 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17327 members 
Mstep: Class 4 contains 10428 members 
Mstep: Class 5 contains 30623 members 
Mstep: Class 6 contains 198167 members 
Mstep: Class 7 contains 16515 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44042 members 
Mstep: Class 10 contains 9354 members 
Mstep: Class 11 contains 19003 members 
Mstep: Class 12 contains 81462 members 
Mstep: Class 13 contains 9391 members 
Mstep: Class 14 contains 65527 members 
Mstep: Class 15 contains 3826 members 
Mstep: Class 16 contains 228082 members 
Mstep: Class 17 contains 199288 members 
Mstep: Class 18 contains 16525 members 
Mstep: Class 19 contains 11311 members 
Mstep: Class 20 contains 206608 members 
Mstep: Class 21 contains 2849 members 
Mstep: Class 22 contains 3723 members 
Mstep: Class 23 contains 1986 members 
Mstep: Class 24 contains 1960 members 
Mstep: Class 25 contains 10918 members 
Mstep: Class 26 contains 20047 members 
Mstep: Class 27 contains 3984 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154553824.000000 Penalty: 97617.203125
Iteration 221Q: 29 clusters Score -1.545538e+08 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17326 members 
Mstep: Class 4 contains 10428 members 
Mstep: Class 5 contains 30620 members 
Mstep: Class 6 contains 198079 members 
Mstep: Class 7 contains 16512 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44041 members 
Mstep: Class 10 contains 9350 members 
Mstep: Class 11 contains 19002 members 
Mstep: Class 12 contains 81433 members 
Mstep: Class 13 contains 9389 members 
Mstep: Class 14 contains 65491 members 
Mstep: Class 15 contains 3827 members 
Mstep: Class 16 contains 228210 members 
Mstep: Class 17 contains 199378 members 
Mstep: Class 18 contains 16525 members 
Mstep: Class 19 contains 11309 members 
Mstep: Class 20 contains 206538 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 3723 members 
Mstep: Class 23 contains 1988 members 
Mstep: Class 24 contains 1962 members 
Mstep: Class 25 contains 10927 members 
Mstep: Class 26 contains 20051 members 
Mstep: Class 27 contains 3984 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154554160.000000 Penalty: 97617.203125
Iteration 222Q: 29 clusters Score -1.545542e+08 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17328 members 
Mstep: Class 4 contains 10429 members 
Mstep: Class 5 contains 30623 members 
Mstep: Class 6 contains 198043 members 
Mstep: Class 7 contains 16514 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44043 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 19003 members 
Mstep: Class 12 contains 81416 members 
Mstep: Class 13 contains 9386 members 
Mstep: Class 14 contains 65450 members 
Mstep: Class 15 contains 3827 members 
Mstep: Class 16 contains 228324 members 
Mstep: Class 17 contains 199473 members 
Mstep: Class 18 contains 16523 members 
Mstep: Class 19 contains 11311 members 
Mstep: Class 20 contains 206422 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 3721 members 
Mstep: Class 23 contains 1988 members 
Mstep: Class 24 contains 1963 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 20048 members 
Mstep: Class 27 contains 3984 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154554400.000000 Penalty: 97617.203125
Iteration 223Q: 29 clusters Score -1.545544e+08 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58307 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17328 members 
Mstep: Class 4 contains 10424 members 
Mstep: Class 5 contains 30619 members 
Mstep: Class 6 contains 197973 members 
Mstep: Class 7 contains 16505 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44039 members 
Mstep: Class 10 contains 9341 members 
Mstep: Class 11 contains 19002 members 
Mstep: Class 12 contains 81388 members 
Mstep: Class 13 contains 9386 members 
Mstep: Class 14 contains 65427 members 
Mstep: Class 15 contains 3823 members 
Mstep: Class 16 contains 228460 members 
Mstep: Class 17 contains 199574 members 
Mstep: Class 18 contains 16519 members 
Mstep: Class 19 contains 11315 members 
Mstep: Class 20 contains 206315 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 1991 members 
Mstep: Class 24 contains 1964 members 
Mstep: Class 25 contains 10941 members 
Mstep: Class 26 contains 20049 members 
Mstep: Class 27 contains 3984 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154554352.000000 Penalty: 97617.203125
Iteration 224Q: 29 clusters Score -1.545544e+08 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58312 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17327 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 30607 members 
Mstep: Class 6 contains 197923 members 
Mstep: Class 7 contains 16495 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44036 members 
Mstep: Class 10 contains 9338 members 
Mstep: Class 11 contains 19002 members 
Mstep: Class 12 contains 81369 members 
Mstep: Class 13 contains 9382 members 
Mstep: Class 14 contains 65409 members 
Mstep: Class 15 contains 3822 members 
Mstep: Class 16 contains 228526 members 
Mstep: Class 17 contains 199677 members 
Mstep: Class 18 contains 16525 members 
Mstep: Class 19 contains 11315 members 
Mstep: Class 20 contains 206239 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 1994 members 
Mstep: Class 24 contains 1969 members 
Mstep: Class 25 contains 10953 members 
Mstep: Class 26 contains 20048 members 
Mstep: Class 27 contains 3984 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154554752.000000 Penalty: 97617.203125
Iteration 225Q: 29 clusters Score -1.545548e+08 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58324 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17328 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 30587 members 
Mstep: Class 6 contains 197899 members 
Mstep: Class 7 contains 16472 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44034 members 
Mstep: Class 10 contains 9333 members 
Mstep: Class 11 contains 19000 members 
Mstep: Class 12 contains 81374 members 
Mstep: Class 13 contains 9381 members 
Mstep: Class 14 contains 65375 members 
Mstep: Class 15 contains 3821 members 
Mstep: Class 16 contains 228567 members 
Mstep: Class 17 contains 199801 members 
Mstep: Class 18 contains 16523 members 
Mstep: Class 19 contains 11315 members 
Mstep: Class 20 contains 206157 members 
Mstep: Class 21 contains 2844 members 
Mstep: Class 22 contains 3716 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 1971 members 
Mstep: Class 25 contains 10960 members 
Mstep: Class 26 contains 20051 members 
Mstep: Class 27 contains 3984 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154554720.000000 Penalty: 97617.203125
Iteration 226Q: 29 clusters Score -1.545547e+08 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17330 members 
Mstep: Class 4 contains 10419 members 
Mstep: Class 5 contains 30572 members 
Mstep: Class 6 contains 197848 members 
Mstep: Class 7 contains 16455 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44033 members 
Mstep: Class 10 contains 9329 members 
Mstep: Class 11 contains 18992 members 
Mstep: Class 12 contains 81363 members 
Mstep: Class 13 contains 9381 members 
Mstep: Class 14 contains 65353 members 
Mstep: Class 15 contains 3823 members 
Mstep: Class 16 contains 228618 members 
Mstep: Class 17 contains 199938 members 
Mstep: Class 18 contains 16528 members 
Mstep: Class 19 contains 11315 members 
Mstep: Class 20 contains 206066 members 
Mstep: Class 21 contains 2844 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 2002 members 
Mstep: Class 24 contains 1976 members 
Mstep: Class 25 contains 10961 members 
Mstep: Class 26 contains 20057 members 
Mstep: Class 27 contains 3984 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154555280.000000 Penalty: 97617.203125
Iteration 227Q: 29 clusters Score -1.545553e+08 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17330 members 
Mstep: Class 4 contains 10415 members 
Mstep: Class 5 contains 30565 members 
Mstep: Class 6 contains 197805 members 
Mstep: Class 7 contains 16448 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44031 members 
Mstep: Class 10 contains 9327 members 
Mstep: Class 11 contains 18992 members 
Mstep: Class 12 contains 81351 members 
Mstep: Class 13 contains 9383 members 
Mstep: Class 14 contains 65316 members 
Mstep: Class 15 contains 3808 members 
Mstep: Class 16 contains 228700 members 
Mstep: Class 17 contains 200040 members 
Mstep: Class 18 contains 16527 members 
Mstep: Class 19 contains 11315 members 
Mstep: Class 20 contains 205973 members 
Mstep: Class 21 contains 2843 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 2016 members 
Mstep: Class 24 contains 1982 members 
Mstep: Class 25 contains 10963 members 
Mstep: Class 26 contains 20060 members 
Mstep: Class 27 contains 3984 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154555552.000000 Penalty: 97617.203125
Iteration 228Q: 29 clusters Score -1.545556e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58357 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17333 members 
Mstep: Class 4 contains 10410 members 
Mstep: Class 5 contains 30532 members 
Mstep: Class 6 contains 197750 members 
Mstep: Class 7 contains 16436 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44022 members 
Mstep: Class 10 contains 9326 members 
Mstep: Class 11 contains 18992 members 
Mstep: Class 12 contains 81353 members 
Mstep: Class 13 contains 9381 members 
Mstep: Class 14 contains 65267 members 
Mstep: Class 15 contains 3794 members 
Mstep: Class 16 contains 228831 members 
Mstep: Class 17 contains 200170 members 
Mstep: Class 18 contains 16528 members 
Mstep: Class 19 contains 11319 members 
Mstep: Class 20 contains 205838 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 2032 members 
Mstep: Class 24 contains 1983 members 
Mstep: Class 25 contains 10972 members 
Mstep: Class 26 contains 20063 members 
Mstep: Class 27 contains 3984 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154555760.000000 Penalty: 97617.203125
Iteration 229Q: 29 clusters Score -1.545558e+08 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58363 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17333 members 
Mstep: Class 4 contains 10403 members 
Mstep: Class 5 contains 30521 members 
Mstep: Class 6 contains 197691 members 
Mstep: Class 7 contains 16422 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44019 members 
Mstep: Class 10 contains 9325 members 
Mstep: Class 11 contains 18990 members 
Mstep: Class 12 contains 81346 members 
Mstep: Class 13 contains 9382 members 
Mstep: Class 14 contains 65230 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 228949 members 
Mstep: Class 17 contains 200286 members 
Mstep: Class 18 contains 16525 members 
Mstep: Class 19 contains 11320 members 
Mstep: Class 20 contains 205741 members 
Mstep: Class 21 contains 2844 members 
Mstep: Class 22 contains 3720 members 
Mstep: Class 23 contains 2040 members 
Mstep: Class 24 contains 1983 members 
Mstep: Class 25 contains 10968 members 
Mstep: Class 26 contains 20067 members 
Mstep: Class 27 contains 3984 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154556000.000000 Penalty: 97617.203125
Iteration 230Q: 29 clusters Score -1.54556e+08 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58362 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17333 members 
Mstep: Class 4 contains 10399 members 
Mstep: Class 5 contains 30515 members 
Mstep: Class 6 contains 197631 members 
Mstep: Class 7 contains 16416 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44024 members 
Mstep: Class 10 contains 9323 members 
Mstep: Class 11 contains 18989 members 
Mstep: Class 12 contains 81346 members 
Mstep: Class 13 contains 9383 members 
Mstep: Class 14 contains 65219 members 
Mstep: Class 15 contains 3777 members 
Mstep: Class 16 contains 229021 members 
Mstep: Class 17 contains 200435 members 
Mstep: Class 18 contains 16521 members 
Mstep: Class 19 contains 11322 members 
Mstep: Class 20 contains 205599 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 3721 members 
Mstep: Class 23 contains 2047 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 10970 members 
Mstep: Class 26 contains 20066 members 
Mstep: Class 27 contains 3984 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154556384.000000 Penalty: 97617.203125
Iteration 231Q: 29 clusters Score -1.545564e+08 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17332 members 
Mstep: Class 4 contains 10397 members 
Mstep: Class 5 contains 30497 members 
Mstep: Class 6 contains 197584 members 
Mstep: Class 7 contains 16406 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44019 members 
Mstep: Class 10 contains 9321 members 
Mstep: Class 11 contains 18986 members 
Mstep: Class 12 contains 81339 members 
Mstep: Class 13 contains 9384 members 
Mstep: Class 14 contains 65182 members 
Mstep: Class 15 contains 3778 members 
Mstep: Class 16 contains 229096 members 
Mstep: Class 17 contains 200607 members 
Mstep: Class 18 contains 16519 members 
Mstep: Class 19 contains 11320 members 
Mstep: Class 20 contains 205479 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 2049 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 10976 members 
Mstep: Class 26 contains 20065 members 
Mstep: Class 27 contains 3985 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154556576.000000 Penalty: 97617.203125
Iteration 232Q: 29 clusters Score -1.545566e+08 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17332 members 
Mstep: Class 4 contains 10393 members 
Mstep: Class 5 contains 30479 members 
Mstep: Class 6 contains 197521 members 
Mstep: Class 7 contains 16397 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44017 members 
Mstep: Class 10 contains 9321 members 
Mstep: Class 11 contains 18985 members 
Mstep: Class 12 contains 81313 members 
Mstep: Class 13 contains 9383 members 
Mstep: Class 14 contains 65139 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 16 contains 229192 members 
Mstep: Class 17 contains 200795 members 
Mstep: Class 18 contains 16513 members 
Mstep: Class 19 contains 11320 members 
Mstep: Class 20 contains 205378 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 2048 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 10974 members 
Mstep: Class 26 contains 20070 members 
Mstep: Class 27 contains 3985 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154556960.000000 Penalty: 97617.203125
Iteration 233Q: 29 clusters Score -1.54557e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58340 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17330 members 
Mstep: Class 4 contains 10394 members 
Mstep: Class 5 contains 30465 members 
Mstep: Class 6 contains 197484 members 
Mstep: Class 7 contains 16392 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44009 members 
Mstep: Class 10 contains 9320 members 
Mstep: Class 11 contains 18989 members 
Mstep: Class 12 contains 81281 members 
Mstep: Class 13 contains 9380 members 
Mstep: Class 14 contains 65108 members 
Mstep: Class 15 contains 3779 members 
Mstep: Class 16 contains 229305 members 
Mstep: Class 17 contains 200964 members 
Mstep: Class 18 contains 16512 members 
Mstep: Class 19 contains 11323 members 
Mstep: Class 20 contains 205229 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 2050 members 
Mstep: Class 24 contains 1987 members 
Mstep: Class 25 contains 10974 members 
Mstep: Class 26 contains 20073 members 
Mstep: Class 27 contains 3986 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154557168.000000 Penalty: 97617.203125
Iteration 234Q: 29 clusters Score -1.545572e+08 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58340 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17328 members 
Mstep: Class 4 contains 10389 members 
Mstep: Class 5 contains 30452 members 
Mstep: Class 6 contains 197429 members 
Mstep: Class 7 contains 16380 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44010 members 
Mstep: Class 10 contains 9319 members 
Mstep: Class 11 contains 18994 members 
Mstep: Class 12 contains 81269 members 
Mstep: Class 13 contains 9376 members 
Mstep: Class 14 contains 65081 members 
Mstep: Class 15 contains 3775 members 
Mstep: Class 16 contains 229433 members 
Mstep: Class 17 contains 201118 members 
Mstep: Class 18 contains 16510 members 
Mstep: Class 19 contains 11318 members 
Mstep: Class 20 contains 205070 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 3717 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 1987 members 
Mstep: Class 25 contains 10980 members 
Mstep: Class 26 contains 20079 members 
Mstep: Class 27 contains 3987 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154557280.000000 Penalty: 97617.203125
Iteration 235Q: 29 clusters Score -1.545573e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58330 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17328 members 
Mstep: Class 4 contains 10382 members 
Mstep: Class 5 contains 30430 members 
Mstep: Class 6 contains 197368 members 
Mstep: Class 7 contains 16375 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44002 members 
Mstep: Class 10 contains 9316 members 
Mstep: Class 11 contains 18991 members 
Mstep: Class 12 contains 81272 members 
Mstep: Class 13 contains 9379 members 
Mstep: Class 14 contains 65053 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 229571 members 
Mstep: Class 17 contains 201301 members 
Mstep: Class 18 contains 16505 members 
Mstep: Class 19 contains 11320 members 
Mstep: Class 20 contains 204884 members 
Mstep: Class 21 contains 2839 members 
Mstep: Class 22 contains 3717 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 10984 members 
Mstep: Class 26 contains 20080 members 
Mstep: Class 27 contains 3988 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154557280.000000 Penalty: 97617.203125
Iteration 236Q: 29 clusters Score -1.545573e+08 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58321 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17323 members 
Mstep: Class 4 contains 10372 members 
Mstep: Class 5 contains 30412 members 
Mstep: Class 6 contains 197305 members 
Mstep: Class 7 contains 16369 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 44001 members 
Mstep: Class 10 contains 9315 members 
Mstep: Class 11 contains 18996 members 
Mstep: Class 12 contains 81284 members 
Mstep: Class 13 contains 9379 members 
Mstep: Class 14 contains 64990 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 229705 members 
Mstep: Class 17 contains 201533 members 
Mstep: Class 18 contains 16501 members 
Mstep: Class 19 contains 11318 members 
Mstep: Class 20 contains 204659 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 1993 members 
Mstep: Class 25 contains 10995 members 
Mstep: Class 26 contains 20085 members 
Mstep: Class 27 contains 3990 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154557616.000000 Penalty: 97617.203125
Iteration 237Q: 29 clusters Score -1.545576e+08 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17323 members 
Mstep: Class 4 contains 10361 members 
Mstep: Class 5 contains 30399 members 
Mstep: Class 6 contains 197203 members 
Mstep: Class 7 contains 16354 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43995 members 
Mstep: Class 10 contains 9313 members 
Mstep: Class 11 contains 18999 members 
Mstep: Class 12 contains 81268 members 
Mstep: Class 13 contains 9381 members 
Mstep: Class 14 contains 64933 members 
Mstep: Class 15 contains 3773 members 
Mstep: Class 16 contains 229845 members 
Mstep: Class 17 contains 201836 members 
Mstep: Class 18 contains 16502 members 
Mstep: Class 19 contains 11314 members 
Mstep: Class 20 contains 204449 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 1992 members 
Mstep: Class 25 contains 10993 members 
Mstep: Class 26 contains 20087 members 
Mstep: Class 27 contains 3990 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154557600.000000 Penalty: 97617.203125
Iteration 238Q: 29 clusters Score -1.545576e+08 nChanged 1893
Entering ConstructFrom: 
Score: -154557600.000000 Penalty: 97617.203125
Entering ConstructFrom: 
Trying to split cluster 1 (58287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Entering Unmasked Estep 
Score: -7317409.500000 Penalty: 2721.337158
	Iteration 0F: 2 clusters Score -7317410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -7278382.500000 Penalty: 5442.674316
	Iteration 0F: 3 clusters Score -7278382 nChanged 27017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -7293187.000000 Penalty: 5442.674316
	Iteration 1F: 3 clusters Score -7293187 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -7293759.000000 Penalty: 5442.674316
	Iteration 2Q: 3 clusters Score -7293759 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -7294399.000000 Penalty: 5442.674316
	Iteration 3Q: 3 clusters Score -7294399 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -7295230.000000 Penalty: 5442.674316
	Iteration 4Q: 3 clusters Score -7295230 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -7296406.500000 Penalty: 5442.674316
	Iteration 5Q: 3 clusters Score -7296406 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -7298269.500000 Penalty: 5442.674316
	Iteration 6F: 3 clusters Score -7298270 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -7300850.000000 Penalty: 5442.674316
	Iteration 7F: 3 clusters Score -7300850 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -7304190.500000 Penalty: 5442.674316
	Iteration 8F: 3 clusters Score -7304190 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -7307894.000000 Penalty: 5442.674316
	Iteration 9F: 3 clusters Score -7307894 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -7310760.500000 Penalty: 5442.674316
	Iteration 10F: 3 clusters Score -7310760 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -7312422.000000 Penalty: 5442.674316
	Iteration 11Q: 3 clusters Score -7312422 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -7313237.500000 Penalty: 5442.674316
	Iteration 12Q: 3 clusters Score -7313238 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
Score: -7313664.500000 Penalty: 5442.674316
	Iteration 13Q: 3 clusters Score -7313664 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 51474 members 
Entering Unmasked Estep 
Score: -7314003.000000 Penalty: 5442.674316
	Iteration 14Q: 3 clusters Score -7314003 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -7314265.000000 Penalty: 5442.674316
	Iteration 15Q: 3 clusters Score -7314265 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 52539 members 
Entering Unmasked Estep 
Score: -7314444.500000 Penalty: 5442.674316
	Iteration 16Q: 3 clusters Score -7314444 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 52983 members 
Entering Unmasked Estep 
Score: -7314659.000000 Penalty: 5442.674316
	Iteration 17Q: 3 clusters Score -7314659 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -7314800.000000 Penalty: 5442.674316
	Iteration 18Q: 3 clusters Score -7314800 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -7314923.500000 Penalty: 5442.674316
	Iteration 19Q: 3 clusters Score -7314924 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -7315042.000000 Penalty: 5442.674316
	Iteration 20F: 3 clusters Score -7315042 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -7315155.500000 Penalty: 5442.674316
	Iteration 21Q: 3 clusters Score -7315156 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -7315229.500000 Penalty: 5442.674316
	Iteration 22Q: 3 clusters Score -7315230 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 54793 members 
Entering Unmasked Estep 
Score: -7315277.000000 Penalty: 5442.674316
	Iteration 23Q: 3 clusters Score -7315277 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 54976 members 
Entering Unmasked Estep 
Score: -7315337.000000 Penalty: 5442.674316
	Iteration 24Q: 3 clusters Score -7315337 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -7315395.500000 Penalty: 5442.674316
	Iteration 25Q: 3 clusters Score -7315396 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 55269 members 
Entering Unmasked Estep 
Score: -7315434.000000 Penalty: 5442.674316
	Iteration 26Q: 3 clusters Score -7315434 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -7315467.500000 Penalty: 5442.674316
	Iteration 27Q: 3 clusters Score -7315468 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 55480 members 
Entering Unmasked Estep 
Score: -7315476.000000 Penalty: 5442.674316
	Iteration 28Q: 3 clusters Score -7315476 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 55554 members 
Entering Unmasked Estep 
Score: -7315510.000000 Penalty: 5442.674316
	Iteration 29Q: 3 clusters Score -7315510 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 55623 members 
Entering Unmasked Estep 
Score: -7315502.000000 Penalty: 5442.674316
	Iteration 30Q: 3 clusters Score -7315502 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
Score: -7315507.000000 Penalty: 5442.674316
	Iteration 31Q: 3 clusters Score -7315507 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -7315522.000000 Penalty: 5442.674316
	Iteration 32Q: 3 clusters Score -7315522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
Score: -7315551.000000 Penalty: 5442.674316
	Iteration 33Q: 3 clusters Score -7315551 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
Score: -7315544.500000 Penalty: 5442.674316
	Iteration 34Q: 3 clusters Score -7315544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 55872 members 
Entering Unmasked Estep 
Score: -7315536.500000 Penalty: 5442.674316
	Iteration 35Q: 3 clusters Score -7315536 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 55917 members 
Entering Unmasked Estep 
Score: -7315549.000000 Penalty: 5442.674316
	Iteration 36Q: 3 clusters Score -7315549 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -7315564.500000 Penalty: 5442.674316
	Iteration 37Q: 3 clusters Score -7315564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -7315585.500000 Penalty: 5442.674316
	Iteration 38Q: 3 clusters Score -7315586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
Score: -7315592.000000 Penalty: 5442.674316
	Iteration 39Q: 3 clusters Score -7315592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 56047 members 
Entering Unmasked Estep 
Score: -7315612.000000 Penalty: 5442.674316
	Iteration 40F: 3 clusters Score -7315612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 56074 members 
Entering Unmasked Estep 
Score: -7315621.000000 Penalty: 5442.674316
	Iteration 41Q: 3 clusters Score -7315621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 56096 members 
Entering Unmasked Estep 
Score: -7315626.000000 Penalty: 5442.674316
	Iteration 42Q: 3 clusters Score -7315626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -7315635.000000 Penalty: 5442.674316
	Iteration 43Q: 3 clusters Score -7315635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -7315636.000000 Penalty: 5442.674316
	Iteration 44Q: 3 clusters Score -7315636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 56168 members 
Entering Unmasked Estep 
Score: -7315636.000000 Penalty: 5442.674316
	Iteration 45Q: 3 clusters Score -7315636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 56190 members 
Entering Unmasked Estep 
Score: -7315649.000000 Penalty: 5442.674316
	Iteration 46Q: 3 clusters Score -7315649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 56204 members 
Entering Unmasked Estep 
Score: -7315653.000000 Penalty: 5442.674316
	Iteration 47Q: 3 clusters Score -7315653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -7315672.000000 Penalty: 5442.674316
	Iteration 48Q: 3 clusters Score -7315672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 56224 members 
Entering Unmasked Estep 
Score: -7315674.000000 Penalty: 5442.674316
	Iteration 49Q: 3 clusters Score -7315674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 56236 members 
Entering Unmasked Estep 
Score: -7315676.000000 Penalty: 5442.674316
	Iteration 50Q: 3 clusters Score -7315676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 56246 members 
Entering Unmasked Estep 
Score: -7315670.000000 Penalty: 5442.674316
	Iteration 51Q: 3 clusters Score -7315670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 56256 members 
Entering Unmasked Estep 
Score: -7315673.000000 Penalty: 5442.674316
	Iteration 52Q: 3 clusters Score -7315673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -7315673.000000 Penalty: 5442.674316
	Iteration 53Q: 3 clusters Score -7315673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 56270 members 
Entering Unmasked Estep 
Score: -7315681.500000 Penalty: 5442.674316
	Iteration 54Q: 3 clusters Score -7315682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -7315689.500000 Penalty: 5442.674316
	Iteration 55Q: 3 clusters Score -7315690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 56292 members 
Entering Unmasked Estep 
Score: -7315678.000000 Penalty: 5442.674316
	Iteration 56Q: 3 clusters Score -7315678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 56299 members 
Entering Unmasked Estep 
Score: -7315691.500000 Penalty: 5442.674316
	Iteration 57Q: 3 clusters Score -7315692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 56306 members 
Entering Unmasked Estep 
Score: -7315684.000000 Penalty: 5442.674316
	Iteration 58Q: 3 clusters Score -7315684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -7315677.000000 Penalty: 5442.674316
	Iteration 59Q: 3 clusters Score -7315677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -7315681.000000 Penalty: 5442.674316
	Iteration 60F: 3 clusters Score -7315681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -7315683.500000 Penalty: 5442.674316
	Iteration 61Q: 3 clusters Score -7315684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -7315683.500000 Penalty: 5442.674316
	Iteration 62F: 3 clusters Score -7315684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -119708.625000 Penalty: 1724.750488
	Iteration 0F: 2 clusters Score -119708.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -117728.546875 Penalty: 3449.500977
	Iteration 0F: 3 clusters Score -117728.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -118052.765625 Penalty: 3449.500977
	Iteration 1F: 3 clusters Score -118052.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -118160.007812 Penalty: 3449.500977
	Iteration 2F: 3 clusters Score -118160 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -118243.062500 Penalty: 3449.500977
	Iteration 3Q: 3 clusters Score -118243.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -118313.085938 Penalty: 3449.500977
	Iteration 4Q: 3 clusters Score -118313.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -118386.015625 Penalty: 3449.500977
	Iteration 5Q: 3 clusters Score -118386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -118483.773438 Penalty: 3449.500977
	Iteration 6Q: 3 clusters Score -118483.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -118656.546875 Penalty: 3449.500977
	Iteration 7Q: 3 clusters Score -118656.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -118817.250000 Penalty: 3449.500977
	Iteration 8Q: 3 clusters Score -118817.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -118918.398438 Penalty: 3449.500977
	Iteration 9Q: 3 clusters Score -118918.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -118959.976562 Penalty: 3449.500977
	Iteration 10Q: 3 clusters Score -118960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -119000.718750 Penalty: 3449.500977
	Iteration 11Q: 3 clusters Score -119000.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -119049.117188 Penalty: 3449.500977
	Iteration 12Q: 3 clusters Score -119049.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -119084.648438 Penalty: 3449.500977
	Iteration 13Q: 3 clusters Score -119084.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -119109.609375 Penalty: 3449.500977
	Iteration 14Q: 3 clusters Score -119109.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -119137.281250 Penalty: 3449.500977
	Iteration 15Q: 3 clusters Score -119137.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -119161.007812 Penalty: 3449.500977
	Iteration 16Q: 3 clusters Score -119161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -119186.062500 Penalty: 3449.500977
	Iteration 17Q: 3 clusters Score -119186.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -119209.773438 Penalty: 3449.500977
	Iteration 18Q: 3 clusters Score -119209.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -119284.218750 Penalty: 3449.500977
	Iteration 19Q: 3 clusters Score -119284.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -119334.906250 Penalty: 3449.500977
	Iteration 20F: 3 clusters Score -119334.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -119349.234375 Penalty: 3449.500977
	Iteration 21Q: 3 clusters Score -119349.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -119358.312500 Penalty: 3449.500977
	Iteration 22Q: 3 clusters Score -119358.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -119361.609375 Penalty: 3449.500977
	Iteration 23Q: 3 clusters Score -119361.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -119361.609375 Penalty: 3449.500977
	Iteration 24F: 3 clusters Score -119361.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Entering Unmasked Estep 
Score: -2132323.750000 Penalty: 2420.399414
	Iteration 0F: 2 clusters Score -2132324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2120067.000000 Penalty: 4840.798828
	Iteration 0F: 3 clusters Score -2120067 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2123948.000000 Penalty: 4840.798828
	Iteration 1F: 3 clusters Score -2123948 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2124351.750000 Penalty: 4840.798828
	Iteration 2F: 3 clusters Score -2124352 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2124673.250000 Penalty: 4840.798828
	Iteration 3Q: 3 clusters Score -2124673 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2124928.000000 Penalty: 4840.798828
	Iteration 4Q: 3 clusters Score -2124928 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2125142.500000 Penalty: 4840.798828
	Iteration 5Q: 3 clusters Score -2125142 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2125365.500000 Penalty: 4840.798828
	Iteration 6Q: 3 clusters Score -2125366 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2125580.000000 Penalty: 4840.798828
	Iteration 7Q: 3 clusters Score -2125580 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2125756.250000 Penalty: 4840.798828
	Iteration 8Q: 3 clusters Score -2125756 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2125948.500000 Penalty: 4840.798828
	Iteration 9Q: 3 clusters Score -2125948 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2126162.500000 Penalty: 4840.798828
	Iteration 10Q: 3 clusters Score -2126162 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2126442.250000 Penalty: 4840.798828
	Iteration 11Q: 3 clusters Score -2126442 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2126772.500000 Penalty: 4840.798828
	Iteration 12Q: 3 clusters Score -2126772 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2127097.000000 Penalty: 4840.798828
	Iteration 13Q: 3 clusters Score -2127097 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2127442.000000 Penalty: 4840.798828
	Iteration 14Q: 3 clusters Score -2127442 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2127800.500000 Penalty: 4840.798828
	Iteration 15Q: 3 clusters Score -2127800 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2128160.250000 Penalty: 4840.798828
	Iteration 16Q: 3 clusters Score -2128160 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2128537.750000 Penalty: 4840.798828
	Iteration 17Q: 3 clusters Score -2128538 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2128878.000000 Penalty: 4840.798828
	Iteration 18Q: 3 clusters Score -2128878 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -2129164.000000 Penalty: 4840.798828
	Iteration 19Q: 3 clusters Score -2129164 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2129390.250000 Penalty: 4840.798828
	Iteration 20F: 3 clusters Score -2129390 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2129562.000000 Penalty: 4840.798828
	Iteration 21Q: 3 clusters Score -2129562 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2129696.500000 Penalty: 4840.798828
	Iteration 22Q: 3 clusters Score -2129696 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2129810.000000 Penalty: 4840.798828
	Iteration 23Q: 3 clusters Score -2129810 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2129894.750000 Penalty: 4840.798828
	Iteration 24Q: 3 clusters Score -2129895 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2129981.750000 Penalty: 4840.798828
	Iteration 25Q: 3 clusters Score -2129982 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2130038.250000 Penalty: 4840.798828
	Iteration 26Q: 3 clusters Score -2130038 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2130100.750000 Penalty: 4840.798828
	Iteration 27Q: 3 clusters Score -2130101 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2130148.250000 Penalty: 4840.798828
	Iteration 28Q: 3 clusters Score -2130148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2130173.250000 Penalty: 4840.798828
	Iteration 29Q: 3 clusters Score -2130173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2130195.500000 Penalty: 4840.798828
	Iteration 30Q: 3 clusters Score -2130196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2130201.500000 Penalty: 4840.798828
	Iteration 31Q: 3 clusters Score -2130202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2130208.000000 Penalty: 4840.798828
	Iteration 32Q: 3 clusters Score -2130208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2130214.250000 Penalty: 4840.798828
	Iteration 33Q: 3 clusters Score -2130214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2130224.750000 Penalty: 4840.798828
	Iteration 34Q: 3 clusters Score -2130225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2130230.750000 Penalty: 4840.798828
	Iteration 35Q: 3 clusters Score -2130231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2130239.000000 Penalty: 4840.798828
	Iteration 36Q: 3 clusters Score -2130239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2130246.500000 Penalty: 4840.798828
	Iteration 37Q: 3 clusters Score -2130246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2130264.750000 Penalty: 4840.798828
	Iteration 38Q: 3 clusters Score -2130265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2130269.500000 Penalty: 4840.798828
	Iteration 39Q: 3 clusters Score -2130270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2130275.750000 Penalty: 4840.798828
	Iteration 40F: 3 clusters Score -2130276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2130281.000000 Penalty: 4840.798828
	Iteration 41Q: 3 clusters Score -2130281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2130285.750000 Penalty: 4840.798828
	Iteration 42Q: 3 clusters Score -2130286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2130284.750000 Penalty: 4840.798828
	Iteration 43Q: 3 clusters Score -2130285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2130285.250000 Penalty: 4840.798828
	Iteration 44Q: 3 clusters Score -2130285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2130286.750000 Penalty: 4840.798828
	Iteration 45Q: 3 clusters Score -2130287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2130288.750000 Penalty: 4840.798828
	Iteration 46Q: 3 clusters Score -2130289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2130288.250000 Penalty: 4840.798828
	Iteration 47Q: 3 clusters Score -2130288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2130289.500000 Penalty: 4840.798828
	Iteration 48Q: 3 clusters Score -2130290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2130289.750000 Penalty: 4840.798828
	Iteration 49Q: 3 clusters Score -2130290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2130291.500000 Penalty: 4840.798828
	Iteration 50Q: 3 clusters Score -2130292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2130291.000000 Penalty: 4840.798828
	Iteration 51Q: 3 clusters Score -2130291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2130293.250000 Penalty: 4840.798828
	Iteration 52Q: 3 clusters Score -2130293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2130293.250000 Penalty: 4840.798828
	Iteration 53F: 3 clusters Score -2130293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Entering Unmasked Estep 
Score: -1230133.000000 Penalty: 2292.815674
	Iteration 0F: 2 clusters Score -1230133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1222247.625000 Penalty: 4585.631348
	Iteration 0F: 3 clusters Score -1222248 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1224692.375000 Penalty: 4585.631348
	Iteration 1F: 3 clusters Score -1224692 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1224974.750000 Penalty: 4585.631348
	Iteration 2F: 3 clusters Score -1224975 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1225210.125000 Penalty: 4585.631348
	Iteration 3Q: 3 clusters Score -1225210 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1225419.500000 Penalty: 4585.631348
	Iteration 4Q: 3 clusters Score -1225420 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1225597.625000 Penalty: 4585.631348
	Iteration 5Q: 3 clusters Score -1225598 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1225773.500000 Penalty: 4585.631348
	Iteration 6Q: 3 clusters Score -1225774 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1225943.000000 Penalty: 4585.631348
	Iteration 7Q: 3 clusters Score -1225943 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1226104.875000 Penalty: 4585.631348
	Iteration 8Q: 3 clusters Score -1226105 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1226281.375000 Penalty: 4585.631348
	Iteration 9Q: 3 clusters Score -1226281 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1226461.875000 Penalty: 4585.631348
	Iteration 10Q: 3 clusters Score -1226462 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1226671.375000 Penalty: 4585.631348
	Iteration 11Q: 3 clusters Score -1226671 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1226869.875000 Penalty: 4585.631348
	Iteration 12Q: 3 clusters Score -1226870 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1227051.750000 Penalty: 4585.631348
	Iteration 13Q: 3 clusters Score -1227052 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1227212.875000 Penalty: 4585.631348
	Iteration 14Q: 3 clusters Score -1227213 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1227370.750000 Penalty: 4585.631348
	Iteration 15Q: 3 clusters Score -1227371 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1227519.250000 Penalty: 4585.631348
	Iteration 16Q: 3 clusters Score -1227519 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1227666.875000 Penalty: 4585.631348
	Iteration 17Q: 3 clusters Score -1227667 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1227803.875000 Penalty: 4585.631348
	Iteration 18Q: 3 clusters Score -1227804 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1227892.500000 Penalty: 4585.631348
	Iteration 19Q: 3 clusters Score -1227892 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1227962.625000 Penalty: 4585.631348
	Iteration 20F: 3 clusters Score -1227963 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1228020.500000 Penalty: 4585.631348
	Iteration 21Q: 3 clusters Score -1228020 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1228058.500000 Penalty: 4585.631348
	Iteration 22Q: 3 clusters Score -1228058 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1228082.375000 Penalty: 4585.631348
	Iteration 23Q: 3 clusters Score -1228082 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1228108.875000 Penalty: 4585.631348
	Iteration 24Q: 3 clusters Score -1228109 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1228125.125000 Penalty: 4585.631348
	Iteration 25Q: 3 clusters Score -1228125 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1228141.625000 Penalty: 4585.631348
	Iteration 26Q: 3 clusters Score -1228142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1228153.500000 Penalty: 4585.631348
	Iteration 27Q: 3 clusters Score -1228154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1228154.125000 Penalty: 4585.631348
	Iteration 28Q: 3 clusters Score -1228154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1228158.125000 Penalty: 4585.631348
	Iteration 29Q: 3 clusters Score -1228158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1228162.125000 Penalty: 4585.631348
	Iteration 30Q: 3 clusters Score -1228162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1228165.625000 Penalty: 4585.631348
	Iteration 31Q: 3 clusters Score -1228166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1228165.375000 Penalty: 4585.631348
	Iteration 32Q: 3 clusters Score -1228165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1228167.875000 Penalty: 4585.631348
	Iteration 33Q: 3 clusters Score -1228168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1228173.125000 Penalty: 4585.631348
	Iteration 34Q: 3 clusters Score -1228173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1228173.250000 Penalty: 4585.631348
	Iteration 35Q: 3 clusters Score -1228173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1228180.250000 Penalty: 4585.631348
	Iteration 36Q: 3 clusters Score -1228180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1228182.125000 Penalty: 4585.631348
	Iteration 37Q: 3 clusters Score -1228182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1228185.750000 Penalty: 4585.631348
	Iteration 38Q: 3 clusters Score -1228186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1228185.375000 Penalty: 4585.631348
	Iteration 39Q: 3 clusters Score -1228185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1228184.250000 Penalty: 4585.631348
	Iteration 40F: 3 clusters Score -1228184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1228189.625000 Penalty: 4585.631348
	Iteration 41Q: 3 clusters Score -1228190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1228192.625000 Penalty: 4585.631348
	Iteration 42Q: 3 clusters Score -1228193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1228193.000000 Penalty: 4585.631348
	Iteration 43Q: 3 clusters Score -1228193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1228192.625000 Penalty: 4585.631348
	Iteration 44Q: 3 clusters Score -1228193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1228191.500000 Penalty: 4585.631348
	Iteration 45Q: 3 clusters Score -1228192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1228191.250000 Penalty: 4585.631348
	Iteration 46Q: 3 clusters Score -1228191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1228191.250000 Penalty: 4585.631348
	Iteration 47F: 3 clusters Score -1228191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Entering Unmasked Estep 
Score: -3843379.750000 Penalty: 2559.586670
	Iteration 0F: 2 clusters Score -3843380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3822624.500000 Penalty: 5119.173340
	Iteration 0F: 3 clusters Score -3822624 nChanged 13709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -3829929.500000 Penalty: 5119.173340
	Iteration 1F: 3 clusters Score -3829930 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3830406.000000 Penalty: 5119.173340
	Iteration 2Q: 3 clusters Score -3830406 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -3830856.000000 Penalty: 5119.173340
	Iteration 3Q: 3 clusters Score -3830856 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -3831316.250000 Penalty: 5119.173340
	Iteration 4Q: 3 clusters Score -3831316 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -3831910.500000 Penalty: 5119.173340
	Iteration 5Q: 3 clusters Score -3831910 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3832670.500000 Penalty: 5119.173340
	Iteration 6Q: 3 clusters Score -3832670 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -3833567.750000 Penalty: 5119.173340
	Iteration 7F: 3 clusters Score -3833568 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -3834666.750000 Penalty: 5119.173340
	Iteration 8F: 3 clusters Score -3834667 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -3835846.500000 Penalty: 5119.173340
	Iteration 9F: 3 clusters Score -3835846 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -3837039.500000 Penalty: 5119.173340
	Iteration 10F: 3 clusters Score -3837040 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -3838012.750000 Penalty: 5119.173340
	Iteration 11Q: 3 clusters Score -3838013 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -3838566.750000 Penalty: 5119.173340
	Iteration 12Q: 3 clusters Score -3838567 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -3838850.500000 Penalty: 5119.173340
	Iteration 13Q: 3 clusters Score -3838850 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -3839061.250000 Penalty: 5119.173340
	Iteration 14Q: 3 clusters Score -3839061 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -3839211.500000 Penalty: 5119.173340
	Iteration 15Q: 3 clusters Score -3839212 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -3839343.250000 Penalty: 5119.173340
	Iteration 16Q: 3 clusters Score -3839343 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -3839474.750000 Penalty: 5119.173340
	Iteration 17Q: 3 clusters Score -3839475 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -3839581.000000 Penalty: 5119.173340
	Iteration 18Q: 3 clusters Score -3839581 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -3839675.250000 Penalty: 5119.173340
	Iteration 19Q: 3 clusters Score -3839675 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -3839758.500000 Penalty: 5119.173340
	Iteration 20F: 3 clusters Score -3839758 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -3839855.500000 Penalty: 5119.173340
	Iteration 21Q: 3 clusters Score -3839856 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -3839968.750000 Penalty: 5119.173340
	Iteration 22Q: 3 clusters Score -3839969 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -3840058.750000 Penalty: 5119.173340
	Iteration 23Q: 3 clusters Score -3840059 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -3840125.750000 Penalty: 5119.173340
	Iteration 24Q: 3 clusters Score -3840126 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -3840199.500000 Penalty: 5119.173340
	Iteration 25Q: 3 clusters Score -3840200 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -3840246.750000 Penalty: 5119.173340
	Iteration 26Q: 3 clusters Score -3840247 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -3840315.250000 Penalty: 5119.173340
	Iteration 27Q: 3 clusters Score -3840315 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -3840375.500000 Penalty: 5119.173340
	Iteration 28Q: 3 clusters Score -3840376 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -3840437.250000 Penalty: 5119.173340
	Iteration 29Q: 3 clusters Score -3840437 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -3840518.250000 Penalty: 5119.173340
	Iteration 30Q: 3 clusters Score -3840518 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -3840600.500000 Penalty: 5119.173340
	Iteration 31Q: 3 clusters Score -3840600 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -3840643.250000 Penalty: 5119.173340
	Iteration 32Q: 3 clusters Score -3840643 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -3840698.000000 Penalty: 5119.173340
	Iteration 33Q: 3 clusters Score -3840698 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -3840764.250000 Penalty: 5119.173340
	Iteration 34Q: 3 clusters Score -3840764 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -3840813.250000 Penalty: 5119.173340
	Iteration 35Q: 3 clusters Score -3840813 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -3840852.500000 Penalty: 5119.173340
	Iteration 36Q: 3 clusters Score -3840852 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -3840878.000000 Penalty: 5119.173340
	Iteration 37Q: 3 clusters Score -3840878 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -3840905.750000 Penalty: 5119.173340
	Iteration 38Q: 3 clusters Score -3840906 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3840958.750000 Penalty: 5119.173340
	Iteration 39Q: 3 clusters Score -3840959 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -3840984.500000 Penalty: 5119.173340
	Iteration 40F: 3 clusters Score -3840984 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -3841014.750000 Penalty: 5119.173340
	Iteration 41Q: 3 clusters Score -3841015 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3841046.500000 Penalty: 5119.173340
	Iteration 42Q: 3 clusters Score -3841046 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -3841082.500000 Penalty: 5119.173340
	Iteration 43Q: 3 clusters Score -3841082 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3841098.000000 Penalty: 5119.173340
	Iteration 44Q: 3 clusters Score -3841098 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -3841117.250000 Penalty: 5119.173340
	Iteration 45Q: 3 clusters Score -3841117 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -3841144.000000 Penalty: 5119.173340
	Iteration 46Q: 3 clusters Score -3841144 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -3841162.000000 Penalty: 5119.173340
	Iteration 47Q: 3 clusters Score -3841162 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -3841181.000000 Penalty: 5119.173340
	Iteration 48Q: 3 clusters Score -3841181 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -3841193.500000 Penalty: 5119.173340
	Iteration 49Q: 3 clusters Score -3841194 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -3841217.500000 Penalty: 5119.173340
	Iteration 50Q: 3 clusters Score -3841218 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -3841235.250000 Penalty: 5119.173340
	Iteration 51Q: 3 clusters Score -3841235 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -3841246.250000 Penalty: 5119.173340
	Iteration 52Q: 3 clusters Score -3841246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -3841264.750000 Penalty: 5119.173340
	Iteration 53Q: 3 clusters Score -3841265 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -3841273.250000 Penalty: 5119.173340
	Iteration 54Q: 3 clusters Score -3841273 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -3841280.500000 Penalty: 5119.173340
	Iteration 55Q: 3 clusters Score -3841280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -3841279.000000 Penalty: 5119.173340
	Iteration 56Q: 3 clusters Score -3841279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -3841292.500000 Penalty: 5119.173340
	Iteration 57Q: 3 clusters Score -3841292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -3841294.500000 Penalty: 5119.173340
	Iteration 58Q: 3 clusters Score -3841294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -3841304.500000 Penalty: 5119.173340
	Iteration 59Q: 3 clusters Score -3841304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -3841307.500000 Penalty: 5119.173340
	Iteration 60F: 3 clusters Score -3841308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -3841315.000000 Penalty: 5119.173340
	Iteration 61Q: 3 clusters Score -3841315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -3841315.250000 Penalty: 5119.173340
	Iteration 62Q: 3 clusters Score -3841315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -3841326.250000 Penalty: 5119.173340
	Iteration 63Q: 3 clusters Score -3841326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -3841327.500000 Penalty: 5119.173340
	Iteration 64Q: 3 clusters Score -3841328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -3841334.750000 Penalty: 5119.173340
	Iteration 65Q: 3 clusters Score -3841335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -3841336.000000 Penalty: 5119.173340
	Iteration 66Q: 3 clusters Score -3841336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -3841343.000000 Penalty: 5119.173340
	Iteration 67Q: 3 clusters Score -3841343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -3841334.500000 Penalty: 5119.173340
	Iteration 68Q: 3 clusters Score -3841334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -3841335.750000 Penalty: 5119.173340
	Iteration 69Q: 3 clusters Score -3841336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -3841340.000000 Penalty: 5119.173340
	Iteration 70Q: 3 clusters Score -3841340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -3841335.500000 Penalty: 5119.173340
	Iteration 71Q: 3 clusters Score -3841336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -3841340.000000 Penalty: 5119.173340
	Iteration 72Q: 3 clusters Score -3841340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -3841340.750000 Penalty: 5119.173340
	Iteration 73Q: 3 clusters Score -3841341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -3841337.000000 Penalty: 5119.173340
	Iteration 74Q: 3 clusters Score -3841337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -3841339.000000 Penalty: 5119.173340
	Iteration 75Q: 3 clusters Score -3841339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -3841345.250000 Penalty: 5119.173340
	Iteration 76Q: 3 clusters Score -3841345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -3841350.750000 Penalty: 5119.173340
	Iteration 77Q: 3 clusters Score -3841351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -3841355.500000 Penalty: 5119.173340
	Iteration 78Q: 3 clusters Score -3841356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -3841360.500000 Penalty: 5119.173340
	Iteration 79Q: 3 clusters Score -3841360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -3841359.000000 Penalty: 5119.173340
	Iteration 80F: 3 clusters Score -3841359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -3841362.500000 Penalty: 5119.173340
	Iteration 81Q: 3 clusters Score -3841362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -3841360.000000 Penalty: 5119.173340
	Iteration 82Q: 3 clusters Score -3841360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -3841351.250000 Penalty: 5119.173340
	Iteration 83Q: 3 clusters Score -3841351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -3841353.250000 Penalty: 5119.173340
	Iteration 84Q: 3 clusters Score -3841353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -3841350.750000 Penalty: 5119.173340
	Iteration 85Q: 3 clusters Score -3841351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -3841351.250000 Penalty: 5119.173340
	Iteration 86Q: 3 clusters Score -3841351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -3841359.000000 Penalty: 5119.173340
	Iteration 87Q: 3 clusters Score -3841359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -3841359.250000 Penalty: 5119.173340
	Iteration 88Q: 3 clusters Score -3841359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -3841354.500000 Penalty: 5119.173340
	Iteration 89Q: 3 clusters Score -3841354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -3841358.750000 Penalty: 5119.173340
	Iteration 90Q: 3 clusters Score -3841359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -3841363.000000 Penalty: 5119.173340
	Iteration 91Q: 3 clusters Score -3841363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -3841375.750000 Penalty: 5119.173340
	Iteration 92Q: 3 clusters Score -3841376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -3841369.750000 Penalty: 5119.173340
	Iteration 93Q: 3 clusters Score -3841370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -3841375.250000 Penalty: 5119.173340
	Iteration 94Q: 3 clusters Score -3841375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -3841379.750000 Penalty: 5119.173340
	Iteration 95Q: 3 clusters Score -3841380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -3841378.750000 Penalty: 5119.173340
	Iteration 96Q: 3 clusters Score -3841379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -3841380.750000 Penalty: 5119.173340
	Iteration 97Q: 3 clusters Score -3841381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -3841382.250000 Penalty: 5119.173340
	Iteration 98Q: 3 clusters Score -3841382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -3841380.250000 Penalty: 5119.173340
	Iteration 99Q: 3 clusters Score -3841380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -3841377.500000 Penalty: 5119.173340
	Iteration 100F: 3 clusters Score -3841378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -3841379.000000 Penalty: 5119.173340
	Iteration 101Q: 3 clusters Score -3841379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -3841382.500000 Penalty: 5119.173340
	Iteration 102Q: 3 clusters Score -3841382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -3841382.500000 Penalty: 5119.173340
	Iteration 103F: 3 clusters Score -3841382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (197089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197089 members 
Entering Unmasked Estep 
Score: -24691294.000000 Penalty: 3023.469971
	Iteration 0F: 2 clusters Score -2.469129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98132 members 
Mstep: Class 2 contains 98957 members 
Entering Unmasked Estep 
Score: -24566778.000000 Penalty: 6046.939941
	Iteration 0F: 3 clusters Score -2.456678e+07 nChanged 94737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89283 members 
Mstep: Class 2 contains 107806 members 
Entering Unmasked Estep 
Score: -24623754.000000 Penalty: 6046.939941
	Iteration 1F: 3 clusters Score -2.462375e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84039 members 
Mstep: Class 2 contains 113050 members 
Entering Unmasked Estep 
Score: -24625924.000000 Penalty: 6046.939941
	Iteration 2Q: 3 clusters Score -2.462592e+07 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76223 members 
Mstep: Class 2 contains 120866 members 
Entering Unmasked Estep 
Score: -24629898.000000 Penalty: 6046.939941
	Iteration 3Q: 3 clusters Score -2.46299e+07 nChanged 12257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64968 members 
Mstep: Class 2 contains 132121 members 
Entering Unmasked Estep 
Score: -24637076.000000 Penalty: 6046.939941
	Iteration 4F: 3 clusters Score -2.463708e+07 nChanged 15716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 147049 members 
Entering Unmasked Estep 
Score: -24649352.000000 Penalty: 6046.939941
	Iteration 5F: 3 clusters Score -2.464935e+07 nChanged 17498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 164027 members 
Entering Unmasked Estep 
Score: -24665768.000000 Penalty: 6046.939941
	Iteration 6F: 3 clusters Score -2.466577e+07 nChanged 14915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 178604 members 
Entering Unmasked Estep 
Score: -24678774.000000 Penalty: 6046.939941
	Iteration 7F: 3 clusters Score -2.467877e+07 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 187196 members 
Entering Unmasked Estep 
Score: -24685862.000000 Penalty: 6046.939941
	Iteration 8Q: 3 clusters Score -2.468586e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 190947 members 
Entering Unmasked Estep 
Score: -24688756.000000 Penalty: 6046.939941
	Iteration 9Q: 3 clusters Score -2.468876e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 192361 members 
Entering Unmasked Estep 
Score: -24689904.000000 Penalty: 6046.939941
	Iteration 10Q: 3 clusters Score -2.46899e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 192958 members 
Entering Unmasked Estep 
Score: -24690610.000000 Penalty: 6046.939941
	Iteration 11Q: 3 clusters Score -2.469061e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 193252 members 
Entering Unmasked Estep 
Score: -24690990.000000 Penalty: 6046.939941
	Iteration 12Q: 3 clusters Score -2.469099e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 193401 members 
Entering Unmasked Estep 
Score: -24691166.000000 Penalty: 6046.939941
	Iteration 13Q: 3 clusters Score -2.469117e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 193442 members 
Entering Unmasked Estep 
Score: -24691296.000000 Penalty: 6046.939941
	Iteration 14Q: 3 clusters Score -2.46913e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 193483 members 
Entering Unmasked Estep 
Score: -24691384.000000 Penalty: 6046.939941
	Iteration 15Q: 3 clusters Score -2.469138e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 193510 members 
Entering Unmasked Estep 
Score: -24691452.000000 Penalty: 6046.939941
	Iteration 16Q: 3 clusters Score -2.469145e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 193546 members 
Entering Unmasked Estep 
Score: -24691424.000000 Penalty: 6046.939941
	Iteration 17Q: 3 clusters Score -2.469142e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 193568 members 
Entering Unmasked Estep 
Score: -24691450.000000 Penalty: 6046.939941
	Iteration 18Q: 3 clusters Score -2.469145e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 193576 members 
Entering Unmasked Estep 
Score: -24691448.000000 Penalty: 6046.939941
	Iteration 19Q: 3 clusters Score -2.469145e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 193584 members 
Entering Unmasked Estep 
Score: -24691476.000000 Penalty: 6046.939941
	Iteration 20F: 3 clusters Score -2.469148e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 193581 members 
Entering Unmasked Estep 
Score: -24691466.000000 Penalty: 6046.939941
	Iteration 21Q: 3 clusters Score -2.469147e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 193585 members 
Entering Unmasked Estep 
Score: -24691516.000000 Penalty: 6046.939941
	Iteration 22Q: 3 clusters Score -2.469152e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 193589 members 
Entering Unmasked Estep 
Score: -24691470.000000 Penalty: 6046.939941
	Iteration 23Q: 3 clusters Score -2.469147e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 193589 members 
Entering Unmasked Estep 
Score: -24691508.000000 Penalty: 6046.939941
	Iteration 24Q: 3 clusters Score -2.469151e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 193596 members 
Entering Unmasked Estep 
Score: -24691488.000000 Penalty: 6046.939941
	Iteration 25Q: 3 clusters Score -2.469149e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 193599 members 
Entering Unmasked Estep 
Score: -24691496.000000 Penalty: 6046.939941
	Iteration 26Q: 3 clusters Score -2.46915e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 193602 members 
Entering Unmasked Estep 
Score: -24691492.000000 Penalty: 6046.939941
	Iteration 27Q: 3 clusters Score -2.469149e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 193604 members 
Entering Unmasked Estep 
Score: -24691514.000000 Penalty: 6046.939941
	Iteration 28Q: 3 clusters Score -2.469151e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 193608 members 
Entering Unmasked Estep 
Score: -24691496.000000 Penalty: 6046.939941
	Iteration 29Q: 3 clusters Score -2.46915e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 193613 members 
Entering Unmasked Estep 
Score: -24691520.000000 Penalty: 6046.939941
	Iteration 30Q: 3 clusters Score -2.469152e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 193616 members 
Entering Unmasked Estep 
Score: -24691506.000000 Penalty: 6046.939941
	Iteration 31Q: 3 clusters Score -2.469151e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 193620 members 
Entering Unmasked Estep 
Score: -24691516.000000 Penalty: 6046.939941
	Iteration 32Q: 3 clusters Score -2.469152e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 193621 members 
Entering Unmasked Estep 
Score: -24691508.000000 Penalty: 6046.939941
	Iteration 33Q: 3 clusters Score -2.469151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 193620 members 
Entering Unmasked Estep 
Score: -24691526.000000 Penalty: 6046.939941
	Iteration 34Q: 3 clusters Score -2.469153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 193618 members 
Entering Unmasked Estep 
Score: -24691510.000000 Penalty: 6046.939941
	Iteration 35Q: 3 clusters Score -2.469151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 193613 members 
Entering Unmasked Estep 
Score: -24691504.000000 Penalty: 6046.939941
	Iteration 36Q: 3 clusters Score -2.46915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 193612 members 
Entering Unmasked Estep 
Score: -24691504.000000 Penalty: 6046.939941
	Iteration 37Q: 3 clusters Score -2.46915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 193614 members 
Entering Unmasked Estep 
Score: -24691500.000000 Penalty: 6046.939941
	Iteration 38Q: 3 clusters Score -2.46915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 193610 members 
Entering Unmasked Estep 
Score: -24691508.000000 Penalty: 6046.939941
	Iteration 39Q: 3 clusters Score -2.469151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 193608 members 
Entering Unmasked Estep 
Score: -24691510.000000 Penalty: 6046.939941
	Iteration 40F: 3 clusters Score -2.469151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 193608 members 
Entering Unmasked Estep 
Score: -24691504.000000 Penalty: 6046.939941
	Iteration 41Q: 3 clusters Score -2.46915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 193609 members 
Entering Unmasked Estep 
Score: -24691508.000000 Penalty: 6046.939941
	Iteration 42Q: 3 clusters Score -2.469151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 193608 members 
Entering Unmasked Estep 
Score: -24691498.000000 Penalty: 6046.939941
	Iteration 43Q: 3 clusters Score -2.46915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 193607 members 
Entering Unmasked Estep 
Score: -24691512.000000 Penalty: 6046.939941
	Iteration 44Q: 3 clusters Score -2.469151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 193607 members 
Entering Unmasked Estep 
Score: -24691522.000000 Penalty: 6046.939941
	Iteration 45Q: 3 clusters Score -2.469152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 193609 members 
Entering Unmasked Estep 
Score: -24691502.000000 Penalty: 6046.939941
	Iteration 46Q: 3 clusters Score -2.46915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 193612 members 
Entering Unmasked Estep 
Score: -24691508.000000 Penalty: 6046.939941
	Iteration 47Q: 3 clusters Score -2.469151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 193617 members 
Entering Unmasked Estep 
Score: -24691496.000000 Penalty: 6046.939941
	Iteration 48Q: 3 clusters Score -2.46915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 193618 members 
Entering Unmasked Estep 
Score: -24691490.000000 Penalty: 6046.939941
	Iteration 49Q: 3 clusters Score -2.469149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 193617 members 
Entering Unmasked Estep 
Score: -24691502.000000 Penalty: 6046.939941
	Iteration 50Q: 3 clusters Score -2.46915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 193613 members 
Entering Unmasked Estep 
Score: -24691492.000000 Penalty: 6046.939941
	Iteration 51Q: 3 clusters Score -2.469149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 193615 members 
Entering Unmasked Estep 
Score: -24691492.000000 Penalty: 6046.939941
	Iteration 52Q: 3 clusters Score -2.469149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 193617 members 
Entering Unmasked Estep 
Score: -24691508.000000 Penalty: 6046.939941
	Iteration 53Q: 3 clusters Score -2.469151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 193618 members 
Entering Unmasked Estep 
Score: -24691512.000000 Penalty: 6046.939941
	Iteration 54Q: 3 clusters Score -2.469151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 193617 members 
Entering Unmasked Estep 
Score: -24691506.000000 Penalty: 6046.939941
	Iteration 55Q: 3 clusters Score -2.469151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 193617 members 
Entering Unmasked Estep 
Score: -24691506.000000 Penalty: 6046.939941
	Iteration 56F: 3 clusters Score -2.469151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17321 members 
Mstep: Class 4 contains 10355 members 
Mstep: Class 5 contains 30361 members 
Mstep: Class 6 contains 3472 members 
Mstep: Class 7 contains 16341 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43998 members 
Mstep: Class 10 contains 9311 members 
Mstep: Class 11 contains 19005 members 
Mstep: Class 12 contains 81259 members 
Mstep: Class 13 contains 9381 members 
Mstep: Class 14 contains 64871 members 
Mstep: Class 15 contains 3771 members 
Mstep: Class 16 contains 230040 members 
Mstep: Class 17 contains 202153 members 
Mstep: Class 18 contains 16500 members 
Mstep: Class 19 contains 11312 members 
Mstep: Class 20 contains 204196 members 
Mstep: Class 21 contains 2837 members 
Mstep: Class 22 contains 3716 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 11001 members 
Mstep: Class 26 contains 20089 members 
Mstep: Class 27 contains 3990 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 193617 members 
Entering Unmasked Estep 
Score: -154556736.000000 Penalty: 101103.531250
Splitting cluster 6 changes total score from -154557600.000000 to -154556736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (16341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Entering Unmasked Estep 
Score: -2049017.625000 Penalty: 2405.955078
	Iteration 0F: 2 clusters Score -2049018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2037332.375000 Penalty: 4811.910156
	Iteration 0F: 3 clusters Score -2037332 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2041038.750000 Penalty: 4811.910156
	Iteration 1F: 3 clusters Score -2041039 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2041353.250000 Penalty: 4811.910156
	Iteration 2F: 3 clusters Score -2041353 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2041626.250000 Penalty: 4811.910156
	Iteration 3Q: 3 clusters Score -2041626 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2041846.000000 Penalty: 4811.910156
	Iteration 4Q: 3 clusters Score -2041846 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2042059.875000 Penalty: 4811.910156
	Iteration 5Q: 3 clusters Score -2042060 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2042281.875000 Penalty: 4811.910156
	Iteration 6Q: 3 clusters Score -2042282 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2042461.250000 Penalty: 4811.910156
	Iteration 7Q: 3 clusters Score -2042461 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2042645.375000 Penalty: 4811.910156
	Iteration 8Q: 3 clusters Score -2042645 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2042852.375000 Penalty: 4811.910156
	Iteration 9Q: 3 clusters Score -2042852 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2043095.625000 Penalty: 4811.910156
	Iteration 10Q: 3 clusters Score -2043096 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2043477.625000 Penalty: 4811.910156
	Iteration 11Q: 3 clusters Score -2043478 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2043949.125000 Penalty: 4811.910156
	Iteration 12Q: 3 clusters Score -2043949 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2044488.250000 Penalty: 4811.910156
	Iteration 13Q: 3 clusters Score -2044488 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2045093.750000 Penalty: 4811.910156
	Iteration 14Q: 3 clusters Score -2045094 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2045565.875000 Penalty: 4811.910156
	Iteration 15Q: 3 clusters Score -2045566 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2045866.125000 Penalty: 4811.910156
	Iteration 16Q: 3 clusters Score -2045866 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2046063.250000 Penalty: 4811.910156
	Iteration 17Q: 3 clusters Score -2046063 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2046211.750000 Penalty: 4811.910156
	Iteration 18Q: 3 clusters Score -2046212 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2046329.000000 Penalty: 4811.910156
	Iteration 19Q: 3 clusters Score -2046329 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2046436.625000 Penalty: 4811.910156
	Iteration 20F: 3 clusters Score -2046437 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2046526.125000 Penalty: 4811.910156
	Iteration 21Q: 3 clusters Score -2046526 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2046589.500000 Penalty: 4811.910156
	Iteration 22Q: 3 clusters Score -2046590 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2046641.750000 Penalty: 4811.910156
	Iteration 23Q: 3 clusters Score -2046642 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2046697.750000 Penalty: 4811.910156
	Iteration 24Q: 3 clusters Score -2046698 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2046729.750000 Penalty: 4811.910156
	Iteration 25Q: 3 clusters Score -2046730 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2046758.500000 Penalty: 4811.910156
	Iteration 26Q: 3 clusters Score -2046758 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2046786.875000 Penalty: 4811.910156
	Iteration 27Q: 3 clusters Score -2046787 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2046807.125000 Penalty: 4811.910156
	Iteration 28Q: 3 clusters Score -2046807 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2046827.250000 Penalty: 4811.910156
	Iteration 29Q: 3 clusters Score -2046827 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2046839.625000 Penalty: 4811.910156
	Iteration 30Q: 3 clusters Score -2046840 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2046852.875000 Penalty: 4811.910156
	Iteration 31Q: 3 clusters Score -2046853 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2046864.000000 Penalty: 4811.910156
	Iteration 32Q: 3 clusters Score -2046864 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2046872.125000 Penalty: 4811.910156
	Iteration 33Q: 3 clusters Score -2046872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2046886.250000 Penalty: 4811.910156
	Iteration 34Q: 3 clusters Score -2046886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2046899.125000 Penalty: 4811.910156
	Iteration 35Q: 3 clusters Score -2046899 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2046911.750000 Penalty: 4811.910156
	Iteration 36Q: 3 clusters Score -2046912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2046916.500000 Penalty: 4811.910156
	Iteration 37Q: 3 clusters Score -2046916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2046922.625000 Penalty: 4811.910156
	Iteration 38Q: 3 clusters Score -2046923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2046934.500000 Penalty: 4811.910156
	Iteration 39Q: 3 clusters Score -2046934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2046941.750000 Penalty: 4811.910156
	Iteration 40F: 3 clusters Score -2046942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2046949.750000 Penalty: 4811.910156
	Iteration 41Q: 3 clusters Score -2046950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2046951.000000 Penalty: 4811.910156
	Iteration 42Q: 3 clusters Score -2046951 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2046957.875000 Penalty: 4811.910156
	Iteration 43Q: 3 clusters Score -2046958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2046975.125000 Penalty: 4811.910156
	Iteration 44Q: 3 clusters Score -2046975 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2046985.500000 Penalty: 4811.910156
	Iteration 45Q: 3 clusters Score -2046986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2046999.250000 Penalty: 4811.910156
	Iteration 46Q: 3 clusters Score -2046999 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2047019.500000 Penalty: 4811.910156
	Iteration 47Q: 3 clusters Score -2047020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2047033.750000 Penalty: 4811.910156
	Iteration 48Q: 3 clusters Score -2047034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2047050.750000 Penalty: 4811.910156
	Iteration 49Q: 3 clusters Score -2047051 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2047061.500000 Penalty: 4811.910156
	Iteration 50Q: 3 clusters Score -2047062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2047071.250000 Penalty: 4811.910156
	Iteration 51Q: 3 clusters Score -2047071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2047079.125000 Penalty: 4811.910156
	Iteration 52Q: 3 clusters Score -2047079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2047089.500000 Penalty: 4811.910156
	Iteration 53Q: 3 clusters Score -2047090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2047098.750000 Penalty: 4811.910156
	Iteration 54Q: 3 clusters Score -2047099 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2047113.000000 Penalty: 4811.910156
	Iteration 55Q: 3 clusters Score -2047113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2047123.000000 Penalty: 4811.910156
	Iteration 56Q: 3 clusters Score -2047123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2047132.875000 Penalty: 4811.910156
	Iteration 57Q: 3 clusters Score -2047133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2047134.375000 Penalty: 4811.910156
	Iteration 58Q: 3 clusters Score -2047134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2047144.375000 Penalty: 4811.910156
	Iteration 59Q: 3 clusters Score -2047144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2047155.500000 Penalty: 4811.910156
	Iteration 60F: 3 clusters Score -2047156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2047165.125000 Penalty: 4811.910156
	Iteration 61Q: 3 clusters Score -2047165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2047170.375000 Penalty: 4811.910156
	Iteration 62Q: 3 clusters Score -2047170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2047174.875000 Penalty: 4811.910156
	Iteration 63Q: 3 clusters Score -2047175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2047176.750000 Penalty: 4811.910156
	Iteration 64Q: 3 clusters Score -2047177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2047177.375000 Penalty: 4811.910156
	Iteration 65Q: 3 clusters Score -2047177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2047181.500000 Penalty: 4811.910156
	Iteration 66Q: 3 clusters Score -2047182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2047182.000000 Penalty: 4811.910156
	Iteration 67Q: 3 clusters Score -2047182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2047185.125000 Penalty: 4811.910156
	Iteration 68Q: 3 clusters Score -2047185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2047186.250000 Penalty: 4811.910156
	Iteration 69Q: 3 clusters Score -2047186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2047186.375000 Penalty: 4811.910156
	Iteration 70Q: 3 clusters Score -2047186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2047183.625000 Penalty: 4811.910156
	Iteration 71Q: 3 clusters Score -2047184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2047190.625000 Penalty: 4811.910156
	Iteration 72Q: 3 clusters Score -2047191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2047193.125000 Penalty: 4811.910156
	Iteration 73Q: 3 clusters Score -2047193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2047192.500000 Penalty: 4811.910156
	Iteration 74Q: 3 clusters Score -2047192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2047188.750000 Penalty: 4811.910156
	Iteration 75Q: 3 clusters Score -2047189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2047195.500000 Penalty: 4811.910156
	Iteration 76Q: 3 clusters Score -2047196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2047200.500000 Penalty: 4811.910156
	Iteration 77Q: 3 clusters Score -2047200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2047198.750000 Penalty: 4811.910156
	Iteration 78Q: 3 clusters Score -2047199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2047200.875000 Penalty: 4811.910156
	Iteration 79Q: 3 clusters Score -2047201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2047200.000000 Penalty: 4811.910156
	Iteration 80F: 3 clusters Score -2047200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -80098.945312 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -80098.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -78522.796875 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -78522.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -79109.812500 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -79109.81 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -79454.593750 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -79454.59 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -79733.492188 Penalty: 3309.955811
	Iteration 3F: 3 clusters Score -79733.49 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -80040.710938 Penalty: 3309.955811
	Iteration 4Q: 3 clusters Score -80040.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -80149.992188 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -80149.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -80212.070312 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -80212.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -80251.851562 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -80251.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -80305.109375 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -80305.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -80404.218750 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -80404.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -80436.437500 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -80436.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -80437.273438 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -80437.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -80437.273438 Penalty: 3309.955811
	Iteration 12F: 3 clusters Score -80437.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17321 members 
Mstep: Class 4 contains 10355 members 
Mstep: Class 5 contains 30361 members 
Mstep: Class 6 contains 197089 members 
Mstep: Class 7 contains 16341 members 
Mstep: Class 8 contains 290 members 
Mstep: Class 9 contains 43998 members 
Mstep: Class 10 contains 9311 members 
Mstep: Class 11 contains 19005 members 
Mstep: Class 12 contains 81259 members 
Mstep: Class 13 contains 9381 members 
Mstep: Class 14 contains 64871 members 
Mstep: Class 15 contains 3771 members 
Mstep: Class 16 contains 230040 members 
Mstep: Class 17 contains 202153 members 
Mstep: Class 18 contains 16500 members 
Mstep: Class 19 contains 11312 members 
Mstep: Class 20 contains 204196 members 
Mstep: Class 21 contains 2837 members 
Mstep: Class 22 contains 3716 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 11001 members 
Mstep: Class 26 contains 20089 members 
Mstep: Class 27 contains 3990 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 501 members 
Entering Unmasked Estep 
Score: -154556336.000000 Penalty: 101103.531250
Splitting cluster 8 changes total score from -154557600.000000 to -154556336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (43998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Entering Unmasked Estep 
Score: -5325833.000000 Penalty: 2651.591064
	Iteration 0F: 2 clusters Score -5325833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -5296151.500000 Penalty: 5303.182129
	Iteration 0F: 3 clusters Score -5296152 nChanged 20292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -5307721.000000 Penalty: 5303.182129
	Iteration 1F: 3 clusters Score -5307721 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -5308578.000000 Penalty: 5303.182129
	Iteration 2Q: 3 clusters Score -5308578 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -5309396.500000 Penalty: 5303.182129
	Iteration 3Q: 3 clusters Score -5309396 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -5310107.500000 Penalty: 5303.182129
	Iteration 4Q: 3 clusters Score -5310108 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -5310934.000000 Penalty: 5303.182129
	Iteration 5Q: 3 clusters Score -5310934 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -5311818.000000 Penalty: 5303.182129
	Iteration 6Q: 3 clusters Score -5311818 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -5312864.000000 Penalty: 5303.182129
	Iteration 7Q: 3 clusters Score -5312864 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -5314029.000000 Penalty: 5303.182129
	Iteration 8Q: 3 clusters Score -5314029 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -5315303.500000 Penalty: 5303.182129
	Iteration 9Q: 3 clusters Score -5315304 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -5316533.000000 Penalty: 5303.182129
	Iteration 10Q: 3 clusters Score -5316533 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -5317458.500000 Penalty: 5303.182129
	Iteration 11Q: 3 clusters Score -5317458 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -5318138.000000 Penalty: 5303.182129
	Iteration 12Q: 3 clusters Score -5318138 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -5318556.500000 Penalty: 5303.182129
	Iteration 13Q: 3 clusters Score -5318556 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -5318899.500000 Penalty: 5303.182129
	Iteration 14Q: 3 clusters Score -5318900 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -5319150.000000 Penalty: 5303.182129
	Iteration 15Q: 3 clusters Score -5319150 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -5319376.500000 Penalty: 5303.182129
	Iteration 16Q: 3 clusters Score -5319376 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -5319578.000000 Penalty: 5303.182129
	Iteration 17Q: 3 clusters Score -5319578 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -5319766.500000 Penalty: 5303.182129
	Iteration 18Q: 3 clusters Score -5319766 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -5319955.500000 Penalty: 5303.182129
	Iteration 19Q: 3 clusters Score -5319956 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -5320114.500000 Penalty: 5303.182129
	Iteration 20F: 3 clusters Score -5320114 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -5320273.000000 Penalty: 5303.182129
	Iteration 21Q: 3 clusters Score -5320273 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -5320461.500000 Penalty: 5303.182129
	Iteration 22Q: 3 clusters Score -5320462 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -5320646.000000 Penalty: 5303.182129
	Iteration 23Q: 3 clusters Score -5320646 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -5320855.000000 Penalty: 5303.182129
	Iteration 24Q: 3 clusters Score -5320855 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -5321008.000000 Penalty: 5303.182129
	Iteration 25Q: 3 clusters Score -5321008 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -5321205.500000 Penalty: 5303.182129
	Iteration 26Q: 3 clusters Score -5321206 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -5321434.000000 Penalty: 5303.182129
	Iteration 27Q: 3 clusters Score -5321434 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -5321654.500000 Penalty: 5303.182129
	Iteration 28Q: 3 clusters Score -5321654 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -5321897.500000 Penalty: 5303.182129
	Iteration 29Q: 3 clusters Score -5321898 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -5322149.500000 Penalty: 5303.182129
	Iteration 30Q: 3 clusters Score -5322150 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -5322395.000000 Penalty: 5303.182129
	Iteration 31Q: 3 clusters Score -5322395 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -5322614.000000 Penalty: 5303.182129
	Iteration 32Q: 3 clusters Score -5322614 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -5322818.000000 Penalty: 5303.182129
	Iteration 33Q: 3 clusters Score -5322818 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -5323014.500000 Penalty: 5303.182129
	Iteration 34Q: 3 clusters Score -5323014 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -5323147.000000 Penalty: 5303.182129
	Iteration 35Q: 3 clusters Score -5323147 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -5323270.000000 Penalty: 5303.182129
	Iteration 36Q: 3 clusters Score -5323270 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -5323396.500000 Penalty: 5303.182129
	Iteration 37Q: 3 clusters Score -5323396 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -5323464.000000 Penalty: 5303.182129
	Iteration 38Q: 3 clusters Score -5323464 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -5323522.500000 Penalty: 5303.182129
	Iteration 39Q: 3 clusters Score -5323522 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -5323577.500000 Penalty: 5303.182129
	Iteration 40F: 3 clusters Score -5323578 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -5323649.500000 Penalty: 5303.182129
	Iteration 41Q: 3 clusters Score -5323650 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -5323686.500000 Penalty: 5303.182129
	Iteration 42Q: 3 clusters Score -5323686 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -5323709.500000 Penalty: 5303.182129
	Iteration 43Q: 3 clusters Score -5323710 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -5323722.000000 Penalty: 5303.182129
	Iteration 44Q: 3 clusters Score -5323722 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -5323765.000000 Penalty: 5303.182129
	Iteration 45Q: 3 clusters Score -5323765 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -5323770.500000 Penalty: 5303.182129
	Iteration 46Q: 3 clusters Score -5323770 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -5323779.500000 Penalty: 5303.182129
	Iteration 47Q: 3 clusters Score -5323780 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -5323792.000000 Penalty: 5303.182129
	Iteration 48Q: 3 clusters Score -5323792 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -5323800.500000 Penalty: 5303.182129
	Iteration 49Q: 3 clusters Score -5323800 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -5323823.500000 Penalty: 5303.182129
	Iteration 50Q: 3 clusters Score -5323824 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -5323839.000000 Penalty: 5303.182129
	Iteration 51Q: 3 clusters Score -5323839 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -5323850.000000 Penalty: 5303.182129
	Iteration 52Q: 3 clusters Score -5323850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -5323857.500000 Penalty: 5303.182129
	Iteration 53Q: 3 clusters Score -5323858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -5323870.500000 Penalty: 5303.182129
	Iteration 54Q: 3 clusters Score -5323870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -5323859.500000 Penalty: 5303.182129
	Iteration 55Q: 3 clusters Score -5323860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -5323864.000000 Penalty: 5303.182129
	Iteration 56Q: 3 clusters Score -5323864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -5323866.500000 Penalty: 5303.182129
	Iteration 57Q: 3 clusters Score -5323866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -5323873.000000 Penalty: 5303.182129
	Iteration 58Q: 3 clusters Score -5323873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -5323871.500000 Penalty: 5303.182129
	Iteration 59Q: 3 clusters Score -5323872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -5323870.500000 Penalty: 5303.182129
	Iteration 60F: 3 clusters Score -5323870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -5323870.500000 Penalty: 5303.182129
	Iteration 61Q: 3 clusters Score -5323870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -5323859.000000 Penalty: 5303.182129
	Iteration 62Q: 3 clusters Score -5323859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -5323868.000000 Penalty: 5303.182129
	Iteration 63Q: 3 clusters Score -5323868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -5323867.500000 Penalty: 5303.182129
	Iteration 64Q: 3 clusters Score -5323868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -5323872.500000 Penalty: 5303.182129
	Iteration 65Q: 3 clusters Score -5323872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -5323869.000000 Penalty: 5303.182129
	Iteration 66Q: 3 clusters Score -5323869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -5323869.000000 Penalty: 5303.182129
	Iteration 67Q: 3 clusters Score -5323869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -5323867.000000 Penalty: 5303.182129
	Iteration 68Q: 3 clusters Score -5323867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -5323884.500000 Penalty: 5303.182129
	Iteration 69Q: 3 clusters Score -5323884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -5323878.500000 Penalty: 5303.182129
	Iteration 70Q: 3 clusters Score -5323878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -5323890.000000 Penalty: 5303.182129
	Iteration 71Q: 3 clusters Score -5323890 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -5323901.500000 Penalty: 5303.182129
	Iteration 72Q: 3 clusters Score -5323902 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -5323911.000000 Penalty: 5303.182129
	Iteration 73Q: 3 clusters Score -5323911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -5323915.500000 Penalty: 5303.182129
	Iteration 74Q: 3 clusters Score -5323916 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -5323945.500000 Penalty: 5303.182129
	Iteration 75Q: 3 clusters Score -5323946 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -5323959.000000 Penalty: 5303.182129
	Iteration 76Q: 3 clusters Score -5323959 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -5323966.500000 Penalty: 5303.182129
	Iteration 77Q: 3 clusters Score -5323966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -5323996.000000 Penalty: 5303.182129
	Iteration 78Q: 3 clusters Score -5323996 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -5324023.000000 Penalty: 5303.182129
	Iteration 79Q: 3 clusters Score -5324023 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -5324064.000000 Penalty: 5303.182129
	Iteration 80F: 3 clusters Score -5324064 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -5324135.500000 Penalty: 5303.182129
	Iteration 81Q: 3 clusters Score -5324136 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -5324289.500000 Penalty: 5303.182129
	Iteration 82Q: 3 clusters Score -5324290 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -5324516.000000 Penalty: 5303.182129
	Iteration 83Q: 3 clusters Score -5324516 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -5324742.000000 Penalty: 5303.182129
	Iteration 84Q: 3 clusters Score -5324742 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -5324867.000000 Penalty: 5303.182129
	Iteration 85Q: 3 clusters Score -5324867 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -5324915.500000 Penalty: 5303.182129
	Iteration 86Q: 3 clusters Score -5324916 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -5324963.000000 Penalty: 5303.182129
	Iteration 87Q: 3 clusters Score -5324963 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -5324993.500000 Penalty: 5303.182129
	Iteration 88Q: 3 clusters Score -5324994 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -5325017.500000 Penalty: 5303.182129
	Iteration 89Q: 3 clusters Score -5325018 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -5325013.000000 Penalty: 5303.182129
	Iteration 90Q: 3 clusters Score -5325013 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -5325024.500000 Penalty: 5303.182129
	Iteration 91Q: 3 clusters Score -5325024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -5325021.500000 Penalty: 5303.182129
	Iteration 92Q: 3 clusters Score -5325022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -5325034.000000 Penalty: 5303.182129
	Iteration 93Q: 3 clusters Score -5325034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -5325040.500000 Penalty: 5303.182129
	Iteration 94Q: 3 clusters Score -5325040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -5325036.500000 Penalty: 5303.182129
	Iteration 95Q: 3 clusters Score -5325036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -5325024.500000 Penalty: 5303.182129
	Iteration 96Q: 3 clusters Score -5325024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -5325031.000000 Penalty: 5303.182129
	Iteration 97Q: 3 clusters Score -5325031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -5325029.500000 Penalty: 5303.182129
	Iteration 98Q: 3 clusters Score -5325030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -5325027.500000 Penalty: 5303.182129
	Iteration 99Q: 3 clusters Score -5325028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -5325035.000000 Penalty: 5303.182129
	Iteration 100F: 3 clusters Score -5325035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -5325038.500000 Penalty: 5303.182129
	Iteration 101Q: 3 clusters Score -5325038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -5325044.000000 Penalty: 5303.182129
	Iteration 102Q: 3 clusters Score -5325044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -5325043.000000 Penalty: 5303.182129
	Iteration 103Q: 3 clusters Score -5325043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -5325050.000000 Penalty: 5303.182129
	Iteration 104Q: 3 clusters Score -5325050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -5325050.500000 Penalty: 5303.182129
	Iteration 105Q: 3 clusters Score -5325050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -5325056.500000 Penalty: 5303.182129
	Iteration 106Q: 3 clusters Score -5325056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -5325054.500000 Penalty: 5303.182129
	Iteration 107Q: 3 clusters Score -5325054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -5325056.000000 Penalty: 5303.182129
	Iteration 108Q: 3 clusters Score -5325056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -5325052.000000 Penalty: 5303.182129
	Iteration 109Q: 3 clusters Score -5325052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -5325052.500000 Penalty: 5303.182129
	Iteration 110Q: 3 clusters Score -5325052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -5325047.000000 Penalty: 5303.182129
	Iteration 111Q: 3 clusters Score -5325047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -5325055.500000 Penalty: 5303.182129
	Iteration 112Q: 3 clusters Score -5325056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -5325056.500000 Penalty: 5303.182129
	Iteration 113Q: 3 clusters Score -5325056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -5325060.000000 Penalty: 5303.182129
	Iteration 114Q: 3 clusters Score -5325060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -5325054.500000 Penalty: 5303.182129
	Iteration 115Q: 3 clusters Score -5325054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -5325062.500000 Penalty: 5303.182129
	Iteration 116Q: 3 clusters Score -5325062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -5325061.500000 Penalty: 5303.182129
	Iteration 117Q: 3 clusters Score -5325062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -5325062.000000 Penalty: 5303.182129
	Iteration 118Q: 3 clusters Score -5325062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -5325064.000000 Penalty: 5303.182129
	Iteration 119Q: 3 clusters Score -5325064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -5325064.000000 Penalty: 5303.182129
	Iteration 120F: 3 clusters Score -5325064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Entering Unmasked Estep 
Score: -1099667.250000 Penalty: 2266.460205
	Iteration 0F: 2 clusters Score -1099667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1092416.125000 Penalty: 4532.920410
	Iteration 0F: 3 clusters Score -1092416 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1094604.125000 Penalty: 4532.920410
	Iteration 1F: 3 clusters Score -1094604 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1094990.750000 Penalty: 4532.920410
	Iteration 2F: 3 clusters Score -1094991 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1095458.500000 Penalty: 4532.920410
	Iteration 3F: 3 clusters Score -1095458 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1096035.375000 Penalty: 4532.920410
	Iteration 4F: 3 clusters Score -1096035 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1096667.250000 Penalty: 4532.920410
	Iteration 5F: 3 clusters Score -1096667 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1097219.750000 Penalty: 4532.920410
	Iteration 6F: 3 clusters Score -1097220 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1097626.125000 Penalty: 4532.920410
	Iteration 7F: 3 clusters Score -1097626 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1097967.125000 Penalty: 4532.920410
	Iteration 8Q: 3 clusters Score -1097967 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1098192.375000 Penalty: 4532.920410
	Iteration 9Q: 3 clusters Score -1098192 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1098328.000000 Penalty: 4532.920410
	Iteration 10Q: 3 clusters Score -1098328 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1098422.500000 Penalty: 4532.920410
	Iteration 11Q: 3 clusters Score -1098422 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1098496.375000 Penalty: 4532.920410
	Iteration 12Q: 3 clusters Score -1098496 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1098530.125000 Penalty: 4532.920410
	Iteration 13Q: 3 clusters Score -1098530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1098556.000000 Penalty: 4532.920410
	Iteration 14Q: 3 clusters Score -1098556 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1098592.000000 Penalty: 4532.920410
	Iteration 15Q: 3 clusters Score -1098592 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1098626.000000 Penalty: 4532.920410
	Iteration 16Q: 3 clusters Score -1098626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1098652.125000 Penalty: 4532.920410
	Iteration 17Q: 3 clusters Score -1098652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1098669.375000 Penalty: 4532.920410
	Iteration 18Q: 3 clusters Score -1098669 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1098687.125000 Penalty: 4532.920410
	Iteration 19Q: 3 clusters Score -1098687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1098693.250000 Penalty: 4532.920410
	Iteration 20F: 3 clusters Score -1098693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1098695.000000 Penalty: 4532.920410
	Iteration 21Q: 3 clusters Score -1098695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1098704.625000 Penalty: 4532.920410
	Iteration 22Q: 3 clusters Score -1098705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1098709.875000 Penalty: 4532.920410
	Iteration 23Q: 3 clusters Score -1098710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1098720.125000 Penalty: 4532.920410
	Iteration 24Q: 3 clusters Score -1098720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1098733.875000 Penalty: 4532.920410
	Iteration 25Q: 3 clusters Score -1098734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1098740.500000 Penalty: 4532.920410
	Iteration 26Q: 3 clusters Score -1098740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1098745.750000 Penalty: 4532.920410
	Iteration 27Q: 3 clusters Score -1098746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1098755.750000 Penalty: 4532.920410
	Iteration 28Q: 3 clusters Score -1098756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1098759.250000 Penalty: 4532.920410
	Iteration 29Q: 3 clusters Score -1098759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1098764.375000 Penalty: 4532.920410
	Iteration 30Q: 3 clusters Score -1098764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1098770.250000 Penalty: 4532.920410
	Iteration 31Q: 3 clusters Score -1098770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1098772.000000 Penalty: 4532.920410
	Iteration 32Q: 3 clusters Score -1098772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1098772.000000 Penalty: 4532.920410
	Iteration 33Q: 3 clusters Score -1098772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1098773.125000 Penalty: 4532.920410
	Iteration 34Q: 3 clusters Score -1098773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1098774.375000 Penalty: 4532.920410
	Iteration 35Q: 3 clusters Score -1098774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1098777.875000 Penalty: 4532.920410
	Iteration 36Q: 3 clusters Score -1098778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1098779.000000 Penalty: 4532.920410
	Iteration 37Q: 3 clusters Score -1098779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1098780.000000 Penalty: 4532.920410
	Iteration 38Q: 3 clusters Score -1098780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1098782.125000 Penalty: 4532.920410
	Iteration 39Q: 3 clusters Score -1098782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1098786.250000 Penalty: 4532.920410
	Iteration 40F: 3 clusters Score -1098786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1098787.750000 Penalty: 4532.920410
	Iteration 41Q: 3 clusters Score -1098788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1098788.000000 Penalty: 4532.920410
	Iteration 42Q: 3 clusters Score -1098788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1098788.000000 Penalty: 4532.920410
	Iteration 43F: 3 clusters Score -1098788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Entering Unmasked Estep 
Score: -2134276.000000 Penalty: 2443.409424
	Iteration 0F: 2 clusters Score -2134276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2120833.250000 Penalty: 4886.818848
	Iteration 0F: 3 clusters Score -2120833 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2125375.000000 Penalty: 4886.818848
	Iteration 1F: 3 clusters Score -2125375 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2125821.500000 Penalty: 4886.818848
	Iteration 2F: 3 clusters Score -2125822 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2126172.000000 Penalty: 4886.818848
	Iteration 3Q: 3 clusters Score -2126172 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2126524.000000 Penalty: 4886.818848
	Iteration 4Q: 3 clusters Score -2126524 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2126908.750000 Penalty: 4886.818848
	Iteration 5Q: 3 clusters Score -2126909 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2127321.000000 Penalty: 4886.818848
	Iteration 6Q: 3 clusters Score -2127321 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2127828.000000 Penalty: 4886.818848
	Iteration 7Q: 3 clusters Score -2127828 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2128346.250000 Penalty: 4886.818848
	Iteration 8F: 3 clusters Score -2128346 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2128811.250000 Penalty: 4886.818848
	Iteration 9Q: 3 clusters Score -2128811 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2129335.750000 Penalty: 4886.818848
	Iteration 10Q: 3 clusters Score -2129336 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2129811.000000 Penalty: 4886.818848
	Iteration 11Q: 3 clusters Score -2129811 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2130225.250000 Penalty: 4886.818848
	Iteration 12Q: 3 clusters Score -2130225 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2130611.250000 Penalty: 4886.818848
	Iteration 13Q: 3 clusters Score -2130611 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2130910.500000 Penalty: 4886.818848
	Iteration 14Q: 3 clusters Score -2130910 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2131184.250000 Penalty: 4886.818848
	Iteration 15Q: 3 clusters Score -2131184 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -2131410.000000 Penalty: 4886.818848
	Iteration 16Q: 3 clusters Score -2131410 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2131629.250000 Penalty: 4886.818848
	Iteration 17Q: 3 clusters Score -2131629 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2131782.250000 Penalty: 4886.818848
	Iteration 18Q: 3 clusters Score -2131782 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2131888.250000 Penalty: 4886.818848
	Iteration 19Q: 3 clusters Score -2131888 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2131962.250000 Penalty: 4886.818848
	Iteration 20F: 3 clusters Score -2131962 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2132002.750000 Penalty: 4886.818848
	Iteration 21Q: 3 clusters Score -2132003 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2132054.750000 Penalty: 4886.818848
	Iteration 22Q: 3 clusters Score -2132055 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2132097.750000 Penalty: 4886.818848
	Iteration 23Q: 3 clusters Score -2132098 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2132131.250000 Penalty: 4886.818848
	Iteration 24Q: 3 clusters Score -2132131 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2132160.750000 Penalty: 4886.818848
	Iteration 25Q: 3 clusters Score -2132161 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2132187.250000 Penalty: 4886.818848
	Iteration 26Q: 3 clusters Score -2132187 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2132201.500000 Penalty: 4886.818848
	Iteration 27Q: 3 clusters Score -2132202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2132211.000000 Penalty: 4886.818848
	Iteration 28Q: 3 clusters Score -2132211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2132214.250000 Penalty: 4886.818848
	Iteration 29Q: 3 clusters Score -2132214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2132220.250000 Penalty: 4886.818848
	Iteration 30Q: 3 clusters Score -2132220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2132227.500000 Penalty: 4886.818848
	Iteration 31Q: 3 clusters Score -2132228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2132239.000000 Penalty: 4886.818848
	Iteration 32Q: 3 clusters Score -2132239 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2132245.250000 Penalty: 4886.818848
	Iteration 33Q: 3 clusters Score -2132245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2132252.250000 Penalty: 4886.818848
	Iteration 34Q: 3 clusters Score -2132252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2132255.500000 Penalty: 4886.818848
	Iteration 35Q: 3 clusters Score -2132256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2132262.500000 Penalty: 4886.818848
	Iteration 36Q: 3 clusters Score -2132262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2132268.750000 Penalty: 4886.818848
	Iteration 37Q: 3 clusters Score -2132269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2132268.750000 Penalty: 4886.818848
	Iteration 38Q: 3 clusters Score -2132269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2132269.000000 Penalty: 4886.818848
	Iteration 39Q: 3 clusters Score -2132269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2132277.500000 Penalty: 4886.818848
	Iteration 40F: 3 clusters Score -2132278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2132278.750000 Penalty: 4886.818848
	Iteration 41Q: 3 clusters Score -2132279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2132278.250000 Penalty: 4886.818848
	Iteration 42Q: 3 clusters Score -2132278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2132277.500000 Penalty: 4886.818848
	Iteration 43Q: 3 clusters Score -2132278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2132279.000000 Penalty: 4886.818848
	Iteration 44Q: 3 clusters Score -2132279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2132279.750000 Penalty: 4886.818848
	Iteration 45Q: 3 clusters Score -2132280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2132279.750000 Penalty: 4886.818848
	Iteration 46Q: 3 clusters Score -2132280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2132280.500000 Penalty: 4886.818848
	Iteration 47Q: 3 clusters Score -2132280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2132281.250000 Penalty: 4886.818848
	Iteration 48Q: 3 clusters Score -2132281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2132283.000000 Penalty: 4886.818848
	Iteration 49Q: 3 clusters Score -2132283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2132287.500000 Penalty: 4886.818848
	Iteration 50Q: 3 clusters Score -2132288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2132285.750000 Penalty: 4886.818848
	Iteration 51Q: 3 clusters Score -2132286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2132286.000000 Penalty: 4886.818848
	Iteration 52Q: 3 clusters Score -2132286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2132289.250000 Penalty: 4886.818848
	Iteration 53Q: 3 clusters Score -2132289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2132288.500000 Penalty: 4886.818848
	Iteration 54Q: 3 clusters Score -2132288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2132295.000000 Penalty: 4886.818848
	Iteration 55Q: 3 clusters Score -2132295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2132293.500000 Penalty: 4886.818848
	Iteration 56Q: 3 clusters Score -2132294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2132298.500000 Penalty: 4886.818848
	Iteration 57Q: 3 clusters Score -2132298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2132300.000000 Penalty: 4886.818848
	Iteration 58Q: 3 clusters Score -2132300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2132303.000000 Penalty: 4886.818848
	Iteration 59Q: 3 clusters Score -2132303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2132307.000000 Penalty: 4886.818848
	Iteration 60F: 3 clusters Score -2132307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2132307.000000 Penalty: 4886.818848
	Iteration 61Q: 3 clusters Score -2132307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2132311.250000 Penalty: 4886.818848
	Iteration 62Q: 3 clusters Score -2132311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2132311.750000 Penalty: 4886.818848
	Iteration 63Q: 3 clusters Score -2132312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2132316.500000 Penalty: 4886.818848
	Iteration 64Q: 3 clusters Score -2132316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2132320.500000 Penalty: 4886.818848
	Iteration 65Q: 3 clusters Score -2132320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2132320.000000 Penalty: 4886.818848
	Iteration 66Q: 3 clusters Score -2132320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2132317.750000 Penalty: 4886.818848
	Iteration 67Q: 3 clusters Score -2132318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2132318.000000 Penalty: 4886.818848
	Iteration 68Q: 3 clusters Score -2132318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2132315.750000 Penalty: 4886.818848
	Iteration 69Q: 3 clusters Score -2132316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2132319.250000 Penalty: 4886.818848
	Iteration 70Q: 3 clusters Score -2132319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2132318.750000 Penalty: 4886.818848
	Iteration 71Q: 3 clusters Score -2132319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2132324.000000 Penalty: 4886.818848
	Iteration 72Q: 3 clusters Score -2132324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2132323.250000 Penalty: 4886.818848
	Iteration 73Q: 3 clusters Score -2132323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2132323.250000 Penalty: 4886.818848
	Iteration 74F: 3 clusters Score -2132323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (81259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81259 members 
Entering Unmasked Estep 
Score: -9828940.000000 Penalty: 2803.738525
	Iteration 0F: 2 clusters Score -9828940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -9774444.000000 Penalty: 5607.477051
	Iteration 0F: 3 clusters Score -9774444 nChanged 38251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -9796245.000000 Penalty: 5607.477051
	Iteration 1F: 3 clusters Score -9796245 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -9796944.000000 Penalty: 5607.477051
	Iteration 2Q: 3 clusters Score -9796944 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -9797651.000000 Penalty: 5607.477051
	Iteration 3Q: 3 clusters Score -9797651 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -9798499.000000 Penalty: 5607.477051
	Iteration 4Q: 3 clusters Score -9798499 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -9799597.000000 Penalty: 5607.477051
	Iteration 5Q: 3 clusters Score -9799597 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -9801147.000000 Penalty: 5607.477051
	Iteration 6Q: 3 clusters Score -9801147 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -9803195.000000 Penalty: 5607.477051
	Iteration 7F: 3 clusters Score -9803195 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 54541 members 
Entering Unmasked Estep 
Score: -9805840.000000 Penalty: 5607.477051
	Iteration 8F: 3 clusters Score -9805840 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 58937 members 
Entering Unmasked Estep 
Score: -9809020.000000 Penalty: 5607.477051
	Iteration 9F: 3 clusters Score -9809020 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 63803 members 
Entering Unmasked Estep 
Score: -9812645.000000 Penalty: 5607.477051
	Iteration 10F: 3 clusters Score -9812645 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -9816507.000000 Penalty: 5607.477051
	Iteration 11F: 3 clusters Score -9816507 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 73150 members 
Entering Unmasked Estep 
Score: -9820328.000000 Penalty: 5607.477051
	Iteration 12F: 3 clusters Score -9820328 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 76540 members 
Entering Unmasked Estep 
Score: -9823198.000000 Penalty: 5607.477051
	Iteration 13Q: 3 clusters Score -9823198 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 78730 members 
Entering Unmasked Estep 
Score: -9824953.000000 Penalty: 5607.477051
	Iteration 14Q: 3 clusters Score -9824953 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 79828 members 
Entering Unmasked Estep 
Score: -9825838.000000 Penalty: 5607.477051
	Iteration 15Q: 3 clusters Score -9825838 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 80347 members 
Entering Unmasked Estep 
Score: -9826254.000000 Penalty: 5607.477051
	Iteration 16Q: 3 clusters Score -9826254 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 80592 members 
Entering Unmasked Estep 
Score: -9826414.000000 Penalty: 5607.477051
	Iteration 17Q: 3 clusters Score -9826414 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 80705 members 
Entering Unmasked Estep 
Score: -9826512.000000 Penalty: 5607.477051
	Iteration 18Q: 3 clusters Score -9826512 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 80762 members 
Entering Unmasked Estep 
Score: -9826525.000000 Penalty: 5607.477051
	Iteration 19Q: 3 clusters Score -9826525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 80787 members 
Entering Unmasked Estep 
Score: -9826542.000000 Penalty: 5607.477051
	Iteration 20F: 3 clusters Score -9826542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -9826569.000000 Penalty: 5607.477051
	Iteration 21Q: 3 clusters Score -9826569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 80809 members 
Entering Unmasked Estep 
Score: -9826573.000000 Penalty: 5607.477051
	Iteration 22Q: 3 clusters Score -9826573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 80816 members 
Entering Unmasked Estep 
Score: -9826566.000000 Penalty: 5607.477051
	Iteration 23Q: 3 clusters Score -9826566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 80822 members 
Entering Unmasked Estep 
Score: -9826585.000000 Penalty: 5607.477051
	Iteration 24Q: 3 clusters Score -9826585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 80827 members 
Entering Unmasked Estep 
Score: -9826590.000000 Penalty: 5607.477051
	Iteration 25Q: 3 clusters Score -9826590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 80831 members 
Entering Unmasked Estep 
Score: -9826591.000000 Penalty: 5607.477051
	Iteration 26Q: 3 clusters Score -9826591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 80832 members 
Entering Unmasked Estep 
Score: -9826592.000000 Penalty: 5607.477051
	Iteration 27Q: 3 clusters Score -9826592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 80834 members 
Entering Unmasked Estep 
Score: -9826594.000000 Penalty: 5607.477051
	Iteration 28Q: 3 clusters Score -9826594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 80834 members 
Entering Unmasked Estep 
Score: -9826594.000000 Penalty: 5607.477051
	Iteration 29F: 3 clusters Score -9826594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Entering Unmasked Estep 
Score: -1040389.062500 Penalty: 2268.317383
	Iteration 0F: 2 clusters Score -1040389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1033120.062500 Penalty: 4536.634766
	Iteration 0F: 3 clusters Score -1033120 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1035212.937500 Penalty: 4536.634766
	Iteration 1F: 3 clusters Score -1035213 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1035470.187500 Penalty: 4536.634766
	Iteration 2F: 3 clusters Score -1035470 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1035642.562500 Penalty: 4536.634766
	Iteration 3F: 3 clusters Score -1035643 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1035764.187500 Penalty: 4536.634766
	Iteration 4Q: 3 clusters Score -1035764 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1035851.312500 Penalty: 4536.634766
	Iteration 5Q: 3 clusters Score -1035851 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1035910.562500 Penalty: 4536.634766
	Iteration 6Q: 3 clusters Score -1035911 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1035956.125000 Penalty: 4536.634766
	Iteration 7Q: 3 clusters Score -1035956 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1035997.875000 Penalty: 4536.634766
	Iteration 8Q: 3 clusters Score -1035998 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1036034.625000 Penalty: 4536.634766
	Iteration 9Q: 3 clusters Score -1036035 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1036079.625000 Penalty: 4536.634766
	Iteration 10Q: 3 clusters Score -1036080 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1036126.000000 Penalty: 4536.634766
	Iteration 11Q: 3 clusters Score -1036126 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1036171.187500 Penalty: 4536.634766
	Iteration 12Q: 3 clusters Score -1036171 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1036204.750000 Penalty: 4536.634766
	Iteration 13Q: 3 clusters Score -1036205 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1036246.875000 Penalty: 4536.634766
	Iteration 14Q: 3 clusters Score -1036247 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1036300.500000 Penalty: 4536.634766
	Iteration 15Q: 3 clusters Score -1036300 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1036366.562500 Penalty: 4536.634766
	Iteration 16Q: 3 clusters Score -1036367 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1036440.312500 Penalty: 4536.634766
	Iteration 17Q: 3 clusters Score -1036440 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1036530.937500 Penalty: 4536.634766
	Iteration 18Q: 3 clusters Score -1036531 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1036651.312500 Penalty: 4536.634766
	Iteration 19Q: 3 clusters Score -1036651 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1036793.937500 Penalty: 4536.634766
	Iteration 20F: 3 clusters Score -1036794 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1036948.437500 Penalty: 4536.634766
	Iteration 21Q: 3 clusters Score -1036948 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1037123.125000 Penalty: 4536.634766
	Iteration 22Q: 3 clusters Score -1037123 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1037311.812500 Penalty: 4536.634766
	Iteration 23Q: 3 clusters Score -1037312 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1037471.500000 Penalty: 4536.634766
	Iteration 24Q: 3 clusters Score -1037472 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1037623.062500 Penalty: 4536.634766
	Iteration 25Q: 3 clusters Score -1037623 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1037755.687500 Penalty: 4536.634766
	Iteration 26Q: 3 clusters Score -1037756 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1037889.062500 Penalty: 4536.634766
	Iteration 27Q: 3 clusters Score -1037889 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1038033.750000 Penalty: 4536.634766
	Iteration 28Q: 3 clusters Score -1038034 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1038158.250000 Penalty: 4536.634766
	Iteration 29Q: 3 clusters Score -1038158 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1038252.750000 Penalty: 4536.634766
	Iteration 30Q: 3 clusters Score -1038253 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1038318.875000 Penalty: 4536.634766
	Iteration 31Q: 3 clusters Score -1038319 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1038373.125000 Penalty: 4536.634766
	Iteration 32Q: 3 clusters Score -1038373 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1038435.875000 Penalty: 4536.634766
	Iteration 33Q: 3 clusters Score -1038436 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1038483.062500 Penalty: 4536.634766
	Iteration 34Q: 3 clusters Score -1038483 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1038517.625000 Penalty: 4536.634766
	Iteration 35Q: 3 clusters Score -1038518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1038537.375000 Penalty: 4536.634766
	Iteration 36Q: 3 clusters Score -1038537 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1038552.562500 Penalty: 4536.634766
	Iteration 37Q: 3 clusters Score -1038553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1038571.812500 Penalty: 4536.634766
	Iteration 38Q: 3 clusters Score -1038572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1038584.375000 Penalty: 4536.634766
	Iteration 39Q: 3 clusters Score -1038584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1038595.312500 Penalty: 4536.634766
	Iteration 40F: 3 clusters Score -1038595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1038608.000000 Penalty: 4536.634766
	Iteration 41Q: 3 clusters Score -1038608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1038615.125000 Penalty: 4536.634766
	Iteration 42Q: 3 clusters Score -1038615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1038622.437500 Penalty: 4536.634766
	Iteration 43Q: 3 clusters Score -1038622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1038628.937500 Penalty: 4536.634766
	Iteration 44Q: 3 clusters Score -1038629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1038634.875000 Penalty: 4536.634766
	Iteration 45Q: 3 clusters Score -1038635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1038642.062500 Penalty: 4536.634766
	Iteration 46Q: 3 clusters Score -1038642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1038652.625000 Penalty: 4536.634766
	Iteration 47Q: 3 clusters Score -1038653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1038659.312500 Penalty: 4536.634766
	Iteration 48Q: 3 clusters Score -1038659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1038662.812500 Penalty: 4536.634766
	Iteration 49Q: 3 clusters Score -1038663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1038663.187500 Penalty: 4536.634766
	Iteration 50Q: 3 clusters Score -1038663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1038667.750000 Penalty: 4536.634766
	Iteration 51Q: 3 clusters Score -1038668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1038668.937500 Penalty: 4536.634766
	Iteration 52Q: 3 clusters Score -1038669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1038672.750000 Penalty: 4536.634766
	Iteration 53Q: 3 clusters Score -1038673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1038673.687500 Penalty: 4536.634766
	Iteration 54Q: 3 clusters Score -1038674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1038675.500000 Penalty: 4536.634766
	Iteration 55Q: 3 clusters Score -1038676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1038676.250000 Penalty: 4536.634766
	Iteration 56Q: 3 clusters Score -1038676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1038676.250000 Penalty: 4536.634766
	Iteration 57F: 3 clusters Score -1038676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (64871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64871 members 
Entering Unmasked Estep 
Score: -8142519.500000 Penalty: 2747.878662
	Iteration 0F: 2 clusters Score -8142520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -8099139.000000 Penalty: 5495.757324
	Iteration 0F: 3 clusters Score -8099139 nChanged 30322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -8116210.500000 Penalty: 5495.757324
	Iteration 1F: 3 clusters Score -8116210 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -8117146.000000 Penalty: 5495.757324
	Iteration 2Q: 3 clusters Score -8117146 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -8118272.500000 Penalty: 5495.757324
	Iteration 3Q: 3 clusters Score -8118272 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -8120007.500000 Penalty: 5495.757324
	Iteration 4F: 3 clusters Score -8120008 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -8122676.500000 Penalty: 5495.757324
	Iteration 5F: 3 clusters Score -8122676 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -8126187.500000 Penalty: 5495.757324
	Iteration 6F: 3 clusters Score -8126188 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -8130034.000000 Penalty: 5495.757324
	Iteration 7F: 3 clusters Score -8130034 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -8133416.000000 Penalty: 5495.757324
	Iteration 8F: 3 clusters Score -8133416 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -8135579.000000 Penalty: 5495.757324
	Iteration 9Q: 3 clusters Score -8135579 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -8136853.000000 Penalty: 5495.757324
	Iteration 10Q: 3 clusters Score -8136853 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -8137656.500000 Penalty: 5495.757324
	Iteration 11Q: 3 clusters Score -8137656 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -8138365.000000 Penalty: 5495.757324
	Iteration 12Q: 3 clusters Score -8138365 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -8138874.000000 Penalty: 5495.757324
	Iteration 13Q: 3 clusters Score -8138874 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -8139266.000000 Penalty: 5495.757324
	Iteration 14Q: 3 clusters Score -8139266 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -8139550.000000 Penalty: 5495.757324
	Iteration 15Q: 3 clusters Score -8139550 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56627 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -8139778.500000 Penalty: 5495.757324
	Iteration 16Q: 3 clusters Score -8139778 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57214 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -8139968.500000 Penalty: 5495.757324
	Iteration 17Q: 3 clusters Score -8139968 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57753 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -8140156.000000 Penalty: 5495.757324
	Iteration 18Q: 3 clusters Score -8140156 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58237 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -8140310.500000 Penalty: 5495.757324
	Iteration 19Q: 3 clusters Score -8140310 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -8140448.500000 Penalty: 5495.757324
	Iteration 20F: 3 clusters Score -8140448 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59016 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -8140543.500000 Penalty: 5495.757324
	Iteration 21Q: 3 clusters Score -8140544 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -8140604.000000 Penalty: 5495.757324
	Iteration 22Q: 3 clusters Score -8140604 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -8140667.000000 Penalty: 5495.757324
	Iteration 23Q: 3 clusters Score -8140667 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -8140715.000000 Penalty: 5495.757324
	Iteration 24Q: 3 clusters Score -8140715 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60011 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -8140736.000000 Penalty: 5495.757324
	Iteration 25Q: 3 clusters Score -8140736 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -8140780.500000 Penalty: 5495.757324
	Iteration 26Q: 3 clusters Score -8140780 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -8140798.000000 Penalty: 5495.757324
	Iteration 27Q: 3 clusters Score -8140798 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60519 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -8140828.500000 Penalty: 5495.757324
	Iteration 28Q: 3 clusters Score -8140828 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -8140857.500000 Penalty: 5495.757324
	Iteration 29Q: 3 clusters Score -8140858 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60772 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -8140868.000000 Penalty: 5495.757324
	Iteration 30Q: 3 clusters Score -8140868 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60878 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -8140878.000000 Penalty: 5495.757324
	Iteration 31Q: 3 clusters Score -8140878 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60978 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -8140891.500000 Penalty: 5495.757324
	Iteration 32Q: 3 clusters Score -8140892 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61062 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -8140898.000000 Penalty: 5495.757324
	Iteration 33Q: 3 clusters Score -8140898 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -8140929.500000 Penalty: 5495.757324
	Iteration 34Q: 3 clusters Score -8140930 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -8140918.000000 Penalty: 5495.757324
	Iteration 35Q: 3 clusters Score -8140918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61212 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -8140936.000000 Penalty: 5495.757324
	Iteration 36Q: 3 clusters Score -8140936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61236 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -8140922.500000 Penalty: 5495.757324
	Iteration 37Q: 3 clusters Score -8140922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -8140927.500000 Penalty: 5495.757324
	Iteration 38Q: 3 clusters Score -8140928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61292 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -8140939.000000 Penalty: 5495.757324
	Iteration 39Q: 3 clusters Score -8140939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61318 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -8140941.500000 Penalty: 5495.757324
	Iteration 40F: 3 clusters Score -8140942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -8140940.000000 Penalty: 5495.757324
	Iteration 41Q: 3 clusters Score -8140940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61370 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -8140968.500000 Penalty: 5495.757324
	Iteration 42Q: 3 clusters Score -8140968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61389 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -8140959.000000 Penalty: 5495.757324
	Iteration 43Q: 3 clusters Score -8140959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61404 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -8140974.000000 Penalty: 5495.757324
	Iteration 44Q: 3 clusters Score -8140974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61422 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -8140968.500000 Penalty: 5495.757324
	Iteration 45Q: 3 clusters Score -8140968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61433 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -8140973.500000 Penalty: 5495.757324
	Iteration 46Q: 3 clusters Score -8140974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61442 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -8140966.500000 Penalty: 5495.757324
	Iteration 47Q: 3 clusters Score -8140966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61448 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -8140959.000000 Penalty: 5495.757324
	Iteration 48Q: 3 clusters Score -8140959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61456 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -8140965.000000 Penalty: 5495.757324
	Iteration 49Q: 3 clusters Score -8140965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61463 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -8140967.000000 Penalty: 5495.757324
	Iteration 50Q: 3 clusters Score -8140967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61469 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -8140975.000000 Penalty: 5495.757324
	Iteration 51Q: 3 clusters Score -8140975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -8140979.000000 Penalty: 5495.757324
	Iteration 52Q: 3 clusters Score -8140979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61473 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -8140984.500000 Penalty: 5495.757324
	Iteration 53Q: 3 clusters Score -8140984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -8140978.500000 Penalty: 5495.757324
	Iteration 54Q: 3 clusters Score -8140978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -8140979.000000 Penalty: 5495.757324
	Iteration 55Q: 3 clusters Score -8140979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61480 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -8140979.000000 Penalty: 5495.757324
	Iteration 56Q: 3 clusters Score -8140979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -8140976.000000 Penalty: 5495.757324
	Iteration 57Q: 3 clusters Score -8140976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61488 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -8140973.500000 Penalty: 5495.757324
	Iteration 58Q: 3 clusters Score -8140974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -8140965.000000 Penalty: 5495.757324
	Iteration 59Q: 3 clusters Score -8140965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -8140971.000000 Penalty: 5495.757324
	Iteration 60F: 3 clusters Score -8140971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61499 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -8140970.500000 Penalty: 5495.757324
	Iteration 61Q: 3 clusters Score -8140970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61502 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -8140971.500000 Penalty: 5495.757324
	Iteration 62Q: 3 clusters Score -8140972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61508 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -8140966.500000 Penalty: 5495.757324
	Iteration 63Q: 3 clusters Score -8140966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61513 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -8140972.500000 Penalty: 5495.757324
	Iteration 64Q: 3 clusters Score -8140972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61517 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -8140973.500000 Penalty: 5495.757324
	Iteration 65Q: 3 clusters Score -8140974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -8140981.500000 Penalty: 5495.757324
	Iteration 66Q: 3 clusters Score -8140982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -8140985.000000 Penalty: 5495.757324
	Iteration 67Q: 3 clusters Score -8140985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61528 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -8140982.000000 Penalty: 5495.757324
	Iteration 68Q: 3 clusters Score -8140982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -8140980.500000 Penalty: 5495.757324
	Iteration 69Q: 3 clusters Score -8140980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61535 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -8140989.000000 Penalty: 5495.757324
	Iteration 70Q: 3 clusters Score -8140989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61536 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -8140983.000000 Penalty: 5495.757324
	Iteration 71Q: 3 clusters Score -8140983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61537 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -8140981.000000 Penalty: 5495.757324
	Iteration 72Q: 3 clusters Score -8140981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61539 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -8140984.000000 Penalty: 5495.757324
	Iteration 73Q: 3 clusters Score -8140984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61539 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -8140984.000000 Penalty: 5495.757324
	Iteration 74F: 3 clusters Score -8140984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Entering Unmasked Estep 
Score: -370400.406250 Penalty: 2042.303833
	Iteration 0F: 2 clusters Score -370400.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -366720.968750 Penalty: 4084.607666
	Iteration 0F: 3 clusters Score -366721 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -367758.406250 Penalty: 4084.607666
	Iteration 1F: 3 clusters Score -367758.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -368203.531250 Penalty: 4084.607666
	Iteration 2F: 3 clusters Score -368203.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -368728.562500 Penalty: 4084.607666
	Iteration 3F: 3 clusters Score -368728.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -369339.156250 Penalty: 4084.607666
	Iteration 4F: 3 clusters Score -369339.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -369764.843750 Penalty: 4084.607666
	Iteration 5F: 3 clusters Score -369764.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -369937.843750 Penalty: 4084.607666
	Iteration 6Q: 3 clusters Score -369937.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -369992.906250 Penalty: 4084.607666
	Iteration 7Q: 3 clusters Score -369992.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -370014.718750 Penalty: 4084.607666
	Iteration 8Q: 3 clusters Score -370014.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -370028.031250 Penalty: 4084.607666
	Iteration 9Q: 3 clusters Score -370028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -370033.937500 Penalty: 4084.607666
	Iteration 10Q: 3 clusters Score -370033.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -370037.218750 Penalty: 4084.607666
	Iteration 11Q: 3 clusters Score -370037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -370040.375000 Penalty: 4084.607666
	Iteration 12Q: 3 clusters Score -370040.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -370041.687500 Penalty: 4084.607666
	Iteration 13Q: 3 clusters Score -370041.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -370047.562500 Penalty: 4084.607666
	Iteration 14Q: 3 clusters Score -370047.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -370053.343750 Penalty: 4084.607666
	Iteration 15Q: 3 clusters Score -370053.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -370057.687500 Penalty: 4084.607666
	Iteration 16Q: 3 clusters Score -370057.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -370058.750000 Penalty: 4084.607666
	Iteration 17Q: 3 clusters Score -370058.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -370058.750000 Penalty: 4084.607666
	Iteration 18F: 3 clusters Score -370058.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (230040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230040 members 
Entering Unmasked Estep 
Score: -28541416.000000 Penalty: 3061.810059
	Iteration 0F: 2 clusters Score -2.854142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115160 members 
Mstep: Class 2 contains 114880 members 
Entering Unmasked Estep 
Score: -28391228.000000 Penalty: 6123.620117
	Iteration 0F: 3 clusters Score -2.839123e+07 nChanged 111068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115236 members 
Mstep: Class 2 contains 114804 members 
Entering Unmasked Estep 
Score: -28458912.000000 Penalty: 6123.620117
	Iteration 1F: 3 clusters Score -2.845891e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115043 members 
Mstep: Class 2 contains 114997 members 
Entering Unmasked Estep 
Score: -28462910.000000 Penalty: 6123.620117
	Iteration 2Q: 3 clusters Score -2.846291e+07 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114253 members 
Mstep: Class 2 contains 115787 members 
Entering Unmasked Estep 
Score: -28468752.000000 Penalty: 6123.620117
	Iteration 3Q: 3 clusters Score -2.846875e+07 nChanged 13253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112216 members 
Mstep: Class 2 contains 117824 members 
Entering Unmasked Estep 
Score: -28476988.000000 Penalty: 6123.620117
	Iteration 4F: 3 clusters Score -2.847699e+07 nChanged 15675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108719 members 
Mstep: Class 2 contains 121321 members 
Entering Unmasked Estep 
Score: -28487928.000000 Penalty: 6123.620117
	Iteration 5F: 3 clusters Score -2.848793e+07 nChanged 17425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103344 members 
Mstep: Class 2 contains 126696 members 
Entering Unmasked Estep 
Score: -28501550.000000 Penalty: 6123.620117
	Iteration 6F: 3 clusters Score -2.850155e+07 nChanged 16819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97351 members 
Mstep: Class 2 contains 132689 members 
Entering Unmasked Estep 
Score: -28514988.000000 Penalty: 6123.620117
	Iteration 7F: 3 clusters Score -2.851499e+07 nChanged 12977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92400 members 
Mstep: Class 2 contains 137640 members 
Entering Unmasked Estep 
Score: -28523398.000000 Penalty: 6123.620117
	Iteration 8F: 3 clusters Score -2.85234e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88935 members 
Mstep: Class 2 contains 141105 members 
Entering Unmasked Estep 
Score: -28526676.000000 Penalty: 6123.620117
	Iteration 9Q: 3 clusters Score -2.852668e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86222 members 
Mstep: Class 2 contains 143818 members 
Entering Unmasked Estep 
Score: -28528292.000000 Penalty: 6123.620117
	Iteration 10Q: 3 clusters Score -2.852829e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83966 members 
Mstep: Class 2 contains 146074 members 
Entering Unmasked Estep 
Score: -28529138.000000 Penalty: 6123.620117
	Iteration 11Q: 3 clusters Score -2.852914e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81961 members 
Mstep: Class 2 contains 148079 members 
Entering Unmasked Estep 
Score: -28529982.000000 Penalty: 6123.620117
	Iteration 12Q: 3 clusters Score -2.852998e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80202 members 
Mstep: Class 2 contains 149838 members 
Entering Unmasked Estep 
Score: -28530652.000000 Penalty: 6123.620117
	Iteration 13Q: 3 clusters Score -2.853065e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78460 members 
Mstep: Class 2 contains 151580 members 
Entering Unmasked Estep 
Score: -28531196.000000 Penalty: 6123.620117
	Iteration 14Q: 3 clusters Score -2.85312e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76825 members 
Mstep: Class 2 contains 153215 members 
Entering Unmasked Estep 
Score: -28531588.000000 Penalty: 6123.620117
	Iteration 15Q: 3 clusters Score -2.853159e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75352 members 
Mstep: Class 2 contains 154688 members 
Entering Unmasked Estep 
Score: -28531816.000000 Penalty: 6123.620117
	Iteration 16Q: 3 clusters Score -2.853182e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73979 members 
Mstep: Class 2 contains 156061 members 
Entering Unmasked Estep 
Score: -28532044.000000 Penalty: 6123.620117
	Iteration 17Q: 3 clusters Score -2.853204e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72576 members 
Mstep: Class 2 contains 157464 members 
Entering Unmasked Estep 
Score: -28532290.000000 Penalty: 6123.620117
	Iteration 18Q: 3 clusters Score -2.853229e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71035 members 
Mstep: Class 2 contains 159005 members 
Entering Unmasked Estep 
Score: -28532608.000000 Penalty: 6123.620117
	Iteration 19Q: 3 clusters Score -2.853261e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69592 members 
Mstep: Class 2 contains 160448 members 
Entering Unmasked Estep 
Score: -28532696.000000 Penalty: 6123.620117
	Iteration 20F: 3 clusters Score -2.85327e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68033 members 
Mstep: Class 2 contains 162007 members 
Entering Unmasked Estep 
Score: -28533024.000000 Penalty: 6123.620117
	Iteration 21Q: 3 clusters Score -2.853302e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66426 members 
Mstep: Class 2 contains 163614 members 
Entering Unmasked Estep 
Score: -28533208.000000 Penalty: 6123.620117
	Iteration 22Q: 3 clusters Score -2.853321e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 165406 members 
Entering Unmasked Estep 
Score: -28533464.000000 Penalty: 6123.620117
	Iteration 23Q: 3 clusters Score -2.853346e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62608 members 
Mstep: Class 2 contains 167432 members 
Entering Unmasked Estep 
Score: -28533828.000000 Penalty: 6123.620117
	Iteration 24Q: 3 clusters Score -2.853383e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60519 members 
Mstep: Class 2 contains 169521 members 
Entering Unmasked Estep 
Score: -28534104.000000 Penalty: 6123.620117
	Iteration 25Q: 3 clusters Score -2.85341e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58322 members 
Mstep: Class 2 contains 171718 members 
Entering Unmasked Estep 
Score: -28534580.000000 Penalty: 6123.620117
	Iteration 26Q: 3 clusters Score -2.853458e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 174132 members 
Entering Unmasked Estep 
Score: -28535088.000000 Penalty: 6123.620117
	Iteration 27Q: 3 clusters Score -2.853509e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 176777 members 
Entering Unmasked Estep 
Score: -28535408.000000 Penalty: 6123.620117
	Iteration 28Q: 3 clusters Score -2.853541e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 179534 members 
Entering Unmasked Estep 
Score: -28535946.000000 Penalty: 6123.620117
	Iteration 29Q: 3 clusters Score -2.853595e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 182412 members 
Entering Unmasked Estep 
Score: -28536332.000000 Penalty: 6123.620117
	Iteration 30Q: 3 clusters Score -2.853633e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 185346 members 
Entering Unmasked Estep 
Score: -28536744.000000 Penalty: 6123.620117
	Iteration 31Q: 3 clusters Score -2.853674e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 188402 members 
Entering Unmasked Estep 
Score: -28537126.000000 Penalty: 6123.620117
	Iteration 32Q: 3 clusters Score -2.853713e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 191549 members 
Entering Unmasked Estep 
Score: -28537676.000000 Penalty: 6123.620117
	Iteration 33Q: 3 clusters Score -2.853768e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 194697 members 
Entering Unmasked Estep 
Score: -28538094.000000 Penalty: 6123.620117
	Iteration 34Q: 3 clusters Score -2.853809e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 197930 members 
Entering Unmasked Estep 
Score: -28538584.000000 Penalty: 6123.620117
	Iteration 35Q: 3 clusters Score -2.853858e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 201255 members 
Entering Unmasked Estep 
Score: -28539186.000000 Penalty: 6123.620117
	Iteration 36Q: 3 clusters Score -2.853919e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 204417 members 
Entering Unmasked Estep 
Score: -28539442.000000 Penalty: 6123.620117
	Iteration 37Q: 3 clusters Score -2.853944e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 207349 members 
Entering Unmasked Estep 
Score: -28539914.000000 Penalty: 6123.620117
	Iteration 38Q: 3 clusters Score -2.853991e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 210061 members 
Entering Unmasked Estep 
Score: -28540520.000000 Penalty: 6123.620117
	Iteration 39Q: 3 clusters Score -2.854052e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 212499 members 
Entering Unmasked Estep 
Score: -28540802.000000 Penalty: 6123.620117
	Iteration 40F: 3 clusters Score -2.85408e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 214794 members 
Entering Unmasked Estep 
Score: -28541016.000000 Penalty: 6123.620117
	Iteration 41Q: 3 clusters Score -2.854102e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 216863 members 
Entering Unmasked Estep 
Score: -28541082.000000 Penalty: 6123.620117
	Iteration 42Q: 3 clusters Score -2.854108e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 218682 members 
Entering Unmasked Estep 
Score: -28541168.000000 Penalty: 6123.620117
	Iteration 43Q: 3 clusters Score -2.854117e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 220232 members 
Entering Unmasked Estep 
Score: -28541300.000000 Penalty: 6123.620117
	Iteration 44Q: 3 clusters Score -2.85413e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 221636 members 
Entering Unmasked Estep 
Score: -28541320.000000 Penalty: 6123.620117
	Iteration 45Q: 3 clusters Score -2.854132e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 222848 members 
Entering Unmasked Estep 
Score: -28541234.000000 Penalty: 6123.620117
	Iteration 46Q: 3 clusters Score -2.854123e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 223818 members 
Entering Unmasked Estep 
Score: -28541222.000000 Penalty: 6123.620117
	Iteration 47Q: 3 clusters Score -2.854122e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 224598 members 
Entering Unmasked Estep 
Score: -28541078.000000 Penalty: 6123.620117
	Iteration 48Q: 3 clusters Score -2.854108e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 225253 members 
Entering Unmasked Estep 
Score: -28540930.000000 Penalty: 6123.620117
	Iteration 49Q: 3 clusters Score -2.854093e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 225750 members 
Entering Unmasked Estep 
Score: -28540958.000000 Penalty: 6123.620117
	Iteration 50Q: 3 clusters Score -2.854096e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 226177 members 
Entering Unmasked Estep 
Score: -28540874.000000 Penalty: 6123.620117
	Iteration 51Q: 3 clusters Score -2.854087e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 226519 members 
Entering Unmasked Estep 
Score: -28540806.000000 Penalty: 6123.620117
	Iteration 52Q: 3 clusters Score -2.854081e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 226788 members 
Entering Unmasked Estep 
Score: -28540812.000000 Penalty: 6123.620117
	Iteration 53Q: 3 clusters Score -2.854081e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 226970 members 
Entering Unmasked Estep 
Score: -28540808.000000 Penalty: 6123.620117
	Iteration 54Q: 3 clusters Score -2.854081e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 227113 members 
Entering Unmasked Estep 
Score: -28540744.000000 Penalty: 6123.620117
	Iteration 55Q: 3 clusters Score -2.854074e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 227228 members 
Entering Unmasked Estep 
Score: -28540696.000000 Penalty: 6123.620117
	Iteration 56Q: 3 clusters Score -2.85407e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 227315 members 
Entering Unmasked Estep 
Score: -28540734.000000 Penalty: 6123.620117
	Iteration 57Q: 3 clusters Score -2.854073e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 227388 members 
Entering Unmasked Estep 
Score: -28540728.000000 Penalty: 6123.620117
	Iteration 58Q: 3 clusters Score -2.854073e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 227470 members 
Entering Unmasked Estep 
Score: -28540682.000000 Penalty: 6123.620117
	Iteration 59Q: 3 clusters Score -2.854068e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 227548 members 
Entering Unmasked Estep 
Score: -28540670.000000 Penalty: 6123.620117
	Iteration 60F: 3 clusters Score -2.854067e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 227605 members 
Entering Unmasked Estep 
Score: -28540632.000000 Penalty: 6123.620117
	Iteration 61Q: 3 clusters Score -2.854063e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 227662 members 
Entering Unmasked Estep 
Score: -28540624.000000 Penalty: 6123.620117
	Iteration 62Q: 3 clusters Score -2.854062e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 227710 members 
Entering Unmasked Estep 
Score: -28540630.000000 Penalty: 6123.620117
	Iteration 63Q: 3 clusters Score -2.854063e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 227747 members 
Entering Unmasked Estep 
Score: -28540616.000000 Penalty: 6123.620117
	Iteration 64Q: 3 clusters Score -2.854062e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 227776 members 
Entering Unmasked Estep 
Score: -28540624.000000 Penalty: 6123.620117
	Iteration 65Q: 3 clusters Score -2.854062e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 227808 members 
Entering Unmasked Estep 
Score: -28540598.000000 Penalty: 6123.620117
	Iteration 66Q: 3 clusters Score -2.85406e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 227827 members 
Entering Unmasked Estep 
Score: -28540596.000000 Penalty: 6123.620117
	Iteration 67Q: 3 clusters Score -2.85406e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 227850 members 
Entering Unmasked Estep 
Score: -28540640.000000 Penalty: 6123.620117
	Iteration 68Q: 3 clusters Score -2.854064e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 227867 members 
Entering Unmasked Estep 
Score: -28540612.000000 Penalty: 6123.620117
	Iteration 69Q: 3 clusters Score -2.854061e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 227887 members 
Entering Unmasked Estep 
Score: -28540636.000000 Penalty: 6123.620117
	Iteration 70Q: 3 clusters Score -2.854064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 227900 members 
Entering Unmasked Estep 
Score: -28540626.000000 Penalty: 6123.620117
	Iteration 71Q: 3 clusters Score -2.854063e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 227920 members 
Entering Unmasked Estep 
Score: -28540594.000000 Penalty: 6123.620117
	Iteration 72Q: 3 clusters Score -2.854059e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 227934 members 
Entering Unmasked Estep 
Score: -28540576.000000 Penalty: 6123.620117
	Iteration 73Q: 3 clusters Score -2.854058e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 227955 members 
Entering Unmasked Estep 
Score: -28540560.000000 Penalty: 6123.620117
	Iteration 74Q: 3 clusters Score -2.854056e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 227970 members 
Entering Unmasked Estep 
Score: -28540572.000000 Penalty: 6123.620117
	Iteration 75Q: 3 clusters Score -2.854057e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 227990 members 
Entering Unmasked Estep 
Score: -28540572.000000 Penalty: 6123.620117
	Iteration 76Q: 3 clusters Score -2.854057e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 228004 members 
Entering Unmasked Estep 
Score: -28540566.000000 Penalty: 6123.620117
	Iteration 77Q: 3 clusters Score -2.854057e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 228026 members 
Entering Unmasked Estep 
Score: -28540568.000000 Penalty: 6123.620117
	Iteration 78Q: 3 clusters Score -2.854057e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 228043 members 
Entering Unmasked Estep 
Score: -28540568.000000 Penalty: 6123.620117
	Iteration 79Q: 3 clusters Score -2.854057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 228058 members 
Entering Unmasked Estep 
Score: -28540550.000000 Penalty: 6123.620117
	Iteration 80F: 3 clusters Score -2.854055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 228064 members 
Entering Unmasked Estep 
Score: -28540558.000000 Penalty: 6123.620117
	Iteration 81Q: 3 clusters Score -2.854056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 228074 members 
Entering Unmasked Estep 
Score: -28540576.000000 Penalty: 6123.620117
	Iteration 82Q: 3 clusters Score -2.854058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 228085 members 
Entering Unmasked Estep 
Score: -28540556.000000 Penalty: 6123.620117
	Iteration 83Q: 3 clusters Score -2.854056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 228094 members 
Entering Unmasked Estep 
Score: -28540586.000000 Penalty: 6123.620117
	Iteration 84Q: 3 clusters Score -2.854059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 228106 members 
Entering Unmasked Estep 
Score: -28540586.000000 Penalty: 6123.620117
	Iteration 85Q: 3 clusters Score -2.854059e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 228116 members 
Entering Unmasked Estep 
Score: -28540548.000000 Penalty: 6123.620117
	Iteration 86Q: 3 clusters Score -2.854055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 228119 members 
Entering Unmasked Estep 
Score: -28540562.000000 Penalty: 6123.620117
	Iteration 87Q: 3 clusters Score -2.854056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 228120 members 
Entering Unmasked Estep 
Score: -28540558.000000 Penalty: 6123.620117
	Iteration 88Q: 3 clusters Score -2.854056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 228121 members 
Entering Unmasked Estep 
Score: -28540574.000000 Penalty: 6123.620117
	Iteration 89Q: 3 clusters Score -2.854057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 228120 members 
Entering Unmasked Estep 
Score: -28540572.000000 Penalty: 6123.620117
	Iteration 90Q: 3 clusters Score -2.854057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 228121 members 
Entering Unmasked Estep 
Score: -28540566.000000 Penalty: 6123.620117
	Iteration 91Q: 3 clusters Score -2.854057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 228122 members 
Entering Unmasked Estep 
Score: -28540570.000000 Penalty: 6123.620117
	Iteration 92Q: 3 clusters Score -2.854057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 228123 members 
Entering Unmasked Estep 
Score: -28540562.000000 Penalty: 6123.620117
	Iteration 93Q: 3 clusters Score -2.854056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 228127 members 
Entering Unmasked Estep 
Score: -28540540.000000 Penalty: 6123.620117
	Iteration 94Q: 3 clusters Score -2.854054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 228128 members 
Entering Unmasked Estep 
Score: -28540544.000000 Penalty: 6123.620117
	Iteration 95Q: 3 clusters Score -2.854054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 228131 members 
Entering Unmasked Estep 
Score: -28540536.000000 Penalty: 6123.620117
	Iteration 96Q: 3 clusters Score -2.854054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 228135 members 
Entering Unmasked Estep 
Score: -28540550.000000 Penalty: 6123.620117
	Iteration 97Q: 3 clusters Score -2.854055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 228137 members 
Entering Unmasked Estep 
Score: -28540554.000000 Penalty: 6123.620117
	Iteration 98Q: 3 clusters Score -2.854055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 228139 members 
Entering Unmasked Estep 
Score: -28540550.000000 Penalty: 6123.620117
	Iteration 99Q: 3 clusters Score -2.854055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 228140 members 
Entering Unmasked Estep 
Score: -28540548.000000 Penalty: 6123.620117
	Iteration 100F: 3 clusters Score -2.854055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 228143 members 
Entering Unmasked Estep 
Score: -28540536.000000 Penalty: 6123.620117
	Iteration 101Q: 3 clusters Score -2.854054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 228145 members 
Entering Unmasked Estep 
Score: -28540538.000000 Penalty: 6123.620117
	Iteration 102Q: 3 clusters Score -2.854054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 228149 members 
Entering Unmasked Estep 
Score: -28540548.000000 Penalty: 6123.620117
	Iteration 103Q: 3 clusters Score -2.854055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 228151 members 
Entering Unmasked Estep 
Score: -28540554.000000 Penalty: 6123.620117
	Iteration 104Q: 3 clusters Score -2.854055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 228153 members 
Entering Unmasked Estep 
Score: -28540546.000000 Penalty: 6123.620117
	Iteration 105Q: 3 clusters Score -2.854055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 228153 members 
Entering Unmasked Estep 
Score: -28540552.000000 Penalty: 6123.620117
	Iteration 106Q: 3 clusters Score -2.854055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 228154 members 
Entering Unmasked Estep 
Score: -28540546.000000 Penalty: 6123.620117
	Iteration 107Q: 3 clusters Score -2.854055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 228159 members 
Entering Unmasked Estep 
Score: -28540560.000000 Penalty: 6123.620117
	Iteration 108Q: 3 clusters Score -2.854056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 228161 members 
Entering Unmasked Estep 
Score: -28540534.000000 Penalty: 6123.620117
	Iteration 109Q: 3 clusters Score -2.854053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 228163 members 
Entering Unmasked Estep 
Score: -28540524.000000 Penalty: 6123.620117
	Iteration 110Q: 3 clusters Score -2.854052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 228164 members 
Entering Unmasked Estep 
Score: -28540542.000000 Penalty: 6123.620117
	Iteration 111Q: 3 clusters Score -2.854054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 228165 members 
Entering Unmasked Estep 
Score: -28540528.000000 Penalty: 6123.620117
	Iteration 112Q: 3 clusters Score -2.854053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 228166 members 
Entering Unmasked Estep 
Score: -28540522.000000 Penalty: 6123.620117
	Iteration 113Q: 3 clusters Score -2.854052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 228166 members 
Entering Unmasked Estep 
Score: -28540522.000000 Penalty: 6123.620117
	Iteration 114F: 3 clusters Score -2.854052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (202153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202153 members 
Entering Unmasked Estep 
Score: -25234488.000000 Penalty: 3029.761475
	Iteration 0F: 2 clusters Score -2.523449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101301 members 
Mstep: Class 2 contains 100852 members 
Entering Unmasked Estep 
Score: -25103416.000000 Penalty: 6059.522949
	Iteration 0F: 3 clusters Score -2.510342e+07 nChanged 97095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105254 members 
Mstep: Class 2 contains 96899 members 
Entering Unmasked Estep 
Score: -25159844.000000 Penalty: 6059.522949
	Iteration 1F: 3 clusters Score -2.515984e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107796 members 
Mstep: Class 2 contains 94357 members 
Entering Unmasked Estep 
Score: -25161496.000000 Penalty: 6059.522949
	Iteration 2Q: 3 clusters Score -2.51615e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111493 members 
Mstep: Class 2 contains 90660 members 
Entering Unmasked Estep 
Score: -25163810.000000 Penalty: 6059.522949
	Iteration 3Q: 3 clusters Score -2.516381e+07 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116885 members 
Mstep: Class 2 contains 85268 members 
Entering Unmasked Estep 
Score: -25167838.000000 Penalty: 6059.522949
	Iteration 4Q: 3 clusters Score -2.516784e+07 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124496 members 
Mstep: Class 2 contains 77657 members 
Entering Unmasked Estep 
Score: -25173978.000000 Penalty: 6059.522949
	Iteration 5F: 3 clusters Score -2.517398e+07 nChanged 13046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134484 members 
Mstep: Class 2 contains 67669 members 
Entering Unmasked Estep 
Score: -25183554.000000 Penalty: 6059.522949
	Iteration 6F: 3 clusters Score -2.518355e+07 nChanged 14490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145892 members 
Mstep: Class 2 contains 56261 members 
Entering Unmasked Estep 
Score: -25196608.000000 Penalty: 6059.522949
	Iteration 7F: 3 clusters Score -2.519661e+07 nChanged 13599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156099 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -25209762.000000 Penalty: 6059.522949
	Iteration 8F: 3 clusters Score -2.520976e+07 nChanged 10885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162506 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -25219588.000000 Penalty: 6059.522949
	Iteration 9F: 3 clusters Score -2.521959e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165767 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -25224662.000000 Penalty: 6059.522949
	Iteration 10Q: 3 clusters Score -2.522466e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167949 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -25226624.000000 Penalty: 6059.522949
	Iteration 11Q: 3 clusters Score -2.522662e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169866 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -25227668.000000 Penalty: 6059.522949
	Iteration 12Q: 3 clusters Score -2.522767e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171608 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -25228342.000000 Penalty: 6059.522949
	Iteration 13Q: 3 clusters Score -2.522834e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173243 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -25228804.000000 Penalty: 6059.522949
	Iteration 14Q: 3 clusters Score -2.52288e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174784 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -25229348.000000 Penalty: 6059.522949
	Iteration 15Q: 3 clusters Score -2.522935e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176233 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -25229740.000000 Penalty: 6059.522949
	Iteration 16Q: 3 clusters Score -2.522974e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177613 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -25230158.000000 Penalty: 6059.522949
	Iteration 17Q: 3 clusters Score -2.523016e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178882 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -25230450.000000 Penalty: 6059.522949
	Iteration 18Q: 3 clusters Score -2.523045e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180032 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -25230692.000000 Penalty: 6059.522949
	Iteration 19Q: 3 clusters Score -2.523069e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181154 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -25230866.000000 Penalty: 6059.522949
	Iteration 20F: 3 clusters Score -2.523087e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182221 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -25230898.000000 Penalty: 6059.522949
	Iteration 21Q: 3 clusters Score -2.52309e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183232 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -25230960.000000 Penalty: 6059.522949
	Iteration 22Q: 3 clusters Score -2.523096e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184245 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -25231102.000000 Penalty: 6059.522949
	Iteration 23Q: 3 clusters Score -2.52311e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185201 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -25231170.000000 Penalty: 6059.522949
	Iteration 24Q: 3 clusters Score -2.523117e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186100 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -25231296.000000 Penalty: 6059.522949
	Iteration 25Q: 3 clusters Score -2.52313e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186987 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -25231488.000000 Penalty: 6059.522949
	Iteration 26Q: 3 clusters Score -2.523149e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187858 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -25231630.000000 Penalty: 6059.522949
	Iteration 27Q: 3 clusters Score -2.523163e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188676 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -25231812.000000 Penalty: 6059.522949
	Iteration 28Q: 3 clusters Score -2.523181e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189463 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -25231892.000000 Penalty: 6059.522949
	Iteration 29Q: 3 clusters Score -2.523189e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190191 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -25231990.000000 Penalty: 6059.522949
	Iteration 30Q: 3 clusters Score -2.523199e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190902 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -25232004.000000 Penalty: 6059.522949
	Iteration 31Q: 3 clusters Score -2.5232e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191561 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -25232076.000000 Penalty: 6059.522949
	Iteration 32Q: 3 clusters Score -2.523208e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192192 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -25232218.000000 Penalty: 6059.522949
	Iteration 33Q: 3 clusters Score -2.523222e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192774 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -25232140.000000 Penalty: 6059.522949
	Iteration 34Q: 3 clusters Score -2.523214e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193347 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -25232226.000000 Penalty: 6059.522949
	Iteration 35Q: 3 clusters Score -2.523223e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193860 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -25232232.000000 Penalty: 6059.522949
	Iteration 36Q: 3 clusters Score -2.523223e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194330 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -25232204.000000 Penalty: 6059.522949
	Iteration 37Q: 3 clusters Score -2.52322e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194755 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -25232230.000000 Penalty: 6059.522949
	Iteration 38Q: 3 clusters Score -2.523223e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195165 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -25232308.000000 Penalty: 6059.522949
	Iteration 39Q: 3 clusters Score -2.523231e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195526 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -25232288.000000 Penalty: 6059.522949
	Iteration 40F: 3 clusters Score -2.523229e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195869 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -25232284.000000 Penalty: 6059.522949
	Iteration 41Q: 3 clusters Score -2.523228e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196207 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -25232354.000000 Penalty: 6059.522949
	Iteration 42Q: 3 clusters Score -2.523235e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196530 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -25232442.000000 Penalty: 6059.522949
	Iteration 43Q: 3 clusters Score -2.523244e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196811 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -25232458.000000 Penalty: 6059.522949
	Iteration 44Q: 3 clusters Score -2.523246e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197062 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -25232472.000000 Penalty: 6059.522949
	Iteration 45Q: 3 clusters Score -2.523247e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197285 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -25232446.000000 Penalty: 6059.522949
	Iteration 46Q: 3 clusters Score -2.523245e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197472 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -25232502.000000 Penalty: 6059.522949
	Iteration 47Q: 3 clusters Score -2.52325e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197646 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -25232510.000000 Penalty: 6059.522949
	Iteration 48Q: 3 clusters Score -2.523251e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197819 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -25232548.000000 Penalty: 6059.522949
	Iteration 49Q: 3 clusters Score -2.523255e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197980 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -25232498.000000 Penalty: 6059.522949
	Iteration 50Q: 3 clusters Score -2.52325e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198129 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -25232524.000000 Penalty: 6059.522949
	Iteration 51Q: 3 clusters Score -2.523252e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198273 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -25232544.000000 Penalty: 6059.522949
	Iteration 52Q: 3 clusters Score -2.523254e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198396 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -25232514.000000 Penalty: 6059.522949
	Iteration 53Q: 3 clusters Score -2.523251e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198504 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -25232498.000000 Penalty: 6059.522949
	Iteration 54Q: 3 clusters Score -2.52325e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198603 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -25232480.000000 Penalty: 6059.522949
	Iteration 55Q: 3 clusters Score -2.523248e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198699 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -25232454.000000 Penalty: 6059.522949
	Iteration 56Q: 3 clusters Score -2.523245e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198766 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -25232466.000000 Penalty: 6059.522949
	Iteration 57Q: 3 clusters Score -2.523247e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198830 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -25232504.000000 Penalty: 6059.522949
	Iteration 58Q: 3 clusters Score -2.52325e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198892 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -25232506.000000 Penalty: 6059.522949
	Iteration 59Q: 3 clusters Score -2.523251e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198953 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -25232484.000000 Penalty: 6059.522949
	Iteration 60F: 3 clusters Score -2.523248e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199003 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -25232460.000000 Penalty: 6059.522949
	Iteration 61Q: 3 clusters Score -2.523246e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199057 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -25232452.000000 Penalty: 6059.522949
	Iteration 62Q: 3 clusters Score -2.523245e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199109 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -25232456.000000 Penalty: 6059.522949
	Iteration 63Q: 3 clusters Score -2.523246e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199162 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -25232454.000000 Penalty: 6059.522949
	Iteration 64Q: 3 clusters Score -2.523245e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199210 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -25232440.000000 Penalty: 6059.522949
	Iteration 65Q: 3 clusters Score -2.523244e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199240 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -25232452.000000 Penalty: 6059.522949
	Iteration 66Q: 3 clusters Score -2.523245e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199265 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -25232464.000000 Penalty: 6059.522949
	Iteration 67Q: 3 clusters Score -2.523246e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199284 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -25232456.000000 Penalty: 6059.522949
	Iteration 68Q: 3 clusters Score -2.523246e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199311 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -25232440.000000 Penalty: 6059.522949
	Iteration 69Q: 3 clusters Score -2.523244e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199337 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -25232444.000000 Penalty: 6059.522949
	Iteration 70Q: 3 clusters Score -2.523244e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199365 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -25232446.000000 Penalty: 6059.522949
	Iteration 71Q: 3 clusters Score -2.523245e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199385 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -25232436.000000 Penalty: 6059.522949
	Iteration 72Q: 3 clusters Score -2.523244e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199401 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -25232448.000000 Penalty: 6059.522949
	Iteration 73Q: 3 clusters Score -2.523245e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199421 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -25232456.000000 Penalty: 6059.522949
	Iteration 74Q: 3 clusters Score -2.523246e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199443 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -25232442.000000 Penalty: 6059.522949
	Iteration 75Q: 3 clusters Score -2.523244e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199466 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -25232426.000000 Penalty: 6059.522949
	Iteration 76Q: 3 clusters Score -2.523243e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199490 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -25232444.000000 Penalty: 6059.522949
	Iteration 77Q: 3 clusters Score -2.523244e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199505 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -25232446.000000 Penalty: 6059.522949
	Iteration 78Q: 3 clusters Score -2.523245e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199521 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -25232444.000000 Penalty: 6059.522949
	Iteration 79Q: 3 clusters Score -2.523244e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199535 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -25232470.000000 Penalty: 6059.522949
	Iteration 80F: 3 clusters Score -2.523247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199549 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -25232482.000000 Penalty: 6059.522949
	Iteration 81Q: 3 clusters Score -2.523248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199563 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -25232484.000000 Penalty: 6059.522949
	Iteration 82Q: 3 clusters Score -2.523248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199578 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -25232498.000000 Penalty: 6059.522949
	Iteration 83Q: 3 clusters Score -2.52325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199589 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -25232508.000000 Penalty: 6059.522949
	Iteration 84Q: 3 clusters Score -2.523251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199599 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -25232502.000000 Penalty: 6059.522949
	Iteration 85Q: 3 clusters Score -2.52325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199607 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -25232512.000000 Penalty: 6059.522949
	Iteration 86Q: 3 clusters Score -2.523251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199614 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -25232514.000000 Penalty: 6059.522949
	Iteration 87Q: 3 clusters Score -2.523251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199618 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -25232502.000000 Penalty: 6059.522949
	Iteration 88Q: 3 clusters Score -2.52325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199622 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -25232516.000000 Penalty: 6059.522949
	Iteration 89Q: 3 clusters Score -2.523252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199626 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -25232492.000000 Penalty: 6059.522949
	Iteration 90Q: 3 clusters Score -2.523249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199630 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -25232502.000000 Penalty: 6059.522949
	Iteration 91Q: 3 clusters Score -2.52325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199636 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -25232508.000000 Penalty: 6059.522949
	Iteration 92Q: 3 clusters Score -2.523251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199642 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -25232508.000000 Penalty: 6059.522949
	Iteration 93Q: 3 clusters Score -2.523251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199648 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -25232514.000000 Penalty: 6059.522949
	Iteration 94Q: 3 clusters Score -2.523251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199656 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -25232542.000000 Penalty: 6059.522949
	Iteration 95Q: 3 clusters Score -2.523254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199664 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -25232524.000000 Penalty: 6059.522949
	Iteration 96Q: 3 clusters Score -2.523252e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199672 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -25232510.000000 Penalty: 6059.522949
	Iteration 97Q: 3 clusters Score -2.523251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199682 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -25232536.000000 Penalty: 6059.522949
	Iteration 98Q: 3 clusters Score -2.523254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199692 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -25232522.000000 Penalty: 6059.522949
	Iteration 99Q: 3 clusters Score -2.523252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199704 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -25232522.000000 Penalty: 6059.522949
	Iteration 100F: 3 clusters Score -2.523252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199717 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -25232528.000000 Penalty: 6059.522949
	Iteration 101Q: 3 clusters Score -2.523253e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199734 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -25232556.000000 Penalty: 6059.522949
	Iteration 102Q: 3 clusters Score -2.523256e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199751 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -25232528.000000 Penalty: 6059.522949
	Iteration 103Q: 3 clusters Score -2.523253e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199765 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -25232544.000000 Penalty: 6059.522949
	Iteration 104Q: 3 clusters Score -2.523254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199776 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -25232516.000000 Penalty: 6059.522949
	Iteration 105Q: 3 clusters Score -2.523252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199783 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -25232522.000000 Penalty: 6059.522949
	Iteration 106Q: 3 clusters Score -2.523252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199793 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -25232490.000000 Penalty: 6059.522949
	Iteration 107Q: 3 clusters Score -2.523249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199803 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -25232506.000000 Penalty: 6059.522949
	Iteration 108Q: 3 clusters Score -2.523251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199814 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -25232508.000000 Penalty: 6059.522949
	Iteration 109Q: 3 clusters Score -2.523251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199827 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -25232508.000000 Penalty: 6059.522949
	Iteration 110Q: 3 clusters Score -2.523251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199833 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -25232522.000000 Penalty: 6059.522949
	Iteration 111Q: 3 clusters Score -2.523252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199841 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -25232508.000000 Penalty: 6059.522949
	Iteration 112Q: 3 clusters Score -2.523251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199847 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -25232514.000000 Penalty: 6059.522949
	Iteration 113Q: 3 clusters Score -2.523251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199856 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -25232522.000000 Penalty: 6059.522949
	Iteration 114Q: 3 clusters Score -2.523252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199867 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -25232500.000000 Penalty: 6059.522949
	Iteration 115Q: 3 clusters Score -2.52325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199873 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -25232494.000000 Penalty: 6059.522949
	Iteration 116Q: 3 clusters Score -2.523249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199878 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -25232492.000000 Penalty: 6059.522949
	Iteration 117Q: 3 clusters Score -2.523249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199883 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -25232492.000000 Penalty: 6059.522949
	Iteration 118Q: 3 clusters Score -2.523249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199887 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -25232496.000000 Penalty: 6059.522949
	Iteration 119Q: 3 clusters Score -2.52325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199894 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -25232508.000000 Penalty: 6059.522949
	Iteration 120F: 3 clusters Score -2.523251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199904 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -25232504.000000 Penalty: 6059.522949
	Iteration 121Q: 3 clusters Score -2.52325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199914 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -25232492.000000 Penalty: 6059.522949
	Iteration 122Q: 3 clusters Score -2.523249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199917 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -25232516.000000 Penalty: 6059.522949
	Iteration 123Q: 3 clusters Score -2.523252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199928 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -25232528.000000 Penalty: 6059.522949
	Iteration 124Q: 3 clusters Score -2.523253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199937 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -25232526.000000 Penalty: 6059.522949
	Iteration 125Q: 3 clusters Score -2.523253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199945 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -25232502.000000 Penalty: 6059.522949
	Iteration 126Q: 3 clusters Score -2.52325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199951 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -25232512.000000 Penalty: 6059.522949
	Iteration 127Q: 3 clusters Score -2.523251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199963 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -25232518.000000 Penalty: 6059.522949
	Iteration 128Q: 3 clusters Score -2.523252e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199982 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -25232526.000000 Penalty: 6059.522949
	Iteration 129Q: 3 clusters Score -2.523253e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200001 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -25232518.000000 Penalty: 6059.522949
	Iteration 130Q: 3 clusters Score -2.523252e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200018 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -25232496.000000 Penalty: 6059.522949
	Iteration 131Q: 3 clusters Score -2.52325e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200041 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -25232490.000000 Penalty: 6059.522949
	Iteration 132Q: 3 clusters Score -2.523249e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200057 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -25232510.000000 Penalty: 6059.522949
	Iteration 133Q: 3 clusters Score -2.523251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200067 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -25232484.000000 Penalty: 6059.522949
	Iteration 134Q: 3 clusters Score -2.523248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200077 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -25232494.000000 Penalty: 6059.522949
	Iteration 135Q: 3 clusters Score -2.523249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200085 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -25232490.000000 Penalty: 6059.522949
	Iteration 136Q: 3 clusters Score -2.523249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200092 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -25232484.000000 Penalty: 6059.522949
	Iteration 137Q: 3 clusters Score -2.523248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200098 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -25232504.000000 Penalty: 6059.522949
	Iteration 138Q: 3 clusters Score -2.52325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200101 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -25232496.000000 Penalty: 6059.522949
	Iteration 139Q: 3 clusters Score -2.52325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200109 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -25232484.000000 Penalty: 6059.522949
	Iteration 140F: 3 clusters Score -2.523248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200113 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -25232490.000000 Penalty: 6059.522949
	Iteration 141Q: 3 clusters Score -2.523249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200117 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -25232480.000000 Penalty: 6059.522949
	Iteration 142Q: 3 clusters Score -2.523248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200121 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -25232494.000000 Penalty: 6059.522949
	Iteration 143Q: 3 clusters Score -2.523249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200126 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -25232498.000000 Penalty: 6059.522949
	Iteration 144Q: 3 clusters Score -2.52325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200131 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -25232528.000000 Penalty: 6059.522949
	Iteration 145Q: 3 clusters Score -2.523253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200133 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -25232520.000000 Penalty: 6059.522949
	Iteration 146Q: 3 clusters Score -2.523252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200134 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -25232518.000000 Penalty: 6059.522949
	Iteration 147Q: 3 clusters Score -2.523252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200136 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -25232536.000000 Penalty: 6059.522949
	Iteration 148Q: 3 clusters Score -2.523254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200137 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -25232520.000000 Penalty: 6059.522949
	Iteration 149Q: 3 clusters Score -2.523252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200138 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -25232522.000000 Penalty: 6059.522949
	Iteration 150Q: 3 clusters Score -2.523252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200139 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -25232538.000000 Penalty: 6059.522949
	Iteration 151Q: 3 clusters Score -2.523254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200141 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -25232530.000000 Penalty: 6059.522949
	Iteration 152Q: 3 clusters Score -2.523253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200142 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -25232524.000000 Penalty: 6059.522949
	Iteration 153Q: 3 clusters Score -2.523252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200143 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -25232534.000000 Penalty: 6059.522949
	Iteration 154Q: 3 clusters Score -2.523253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200144 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -25232520.000000 Penalty: 6059.522949
	Iteration 155Q: 3 clusters Score -2.523252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200145 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -25232528.000000 Penalty: 6059.522949
	Iteration 156Q: 3 clusters Score -2.523253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200148 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -25232540.000000 Penalty: 6059.522949
	Iteration 157Q: 3 clusters Score -2.523254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200152 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -25232516.000000 Penalty: 6059.522949
	Iteration 158Q: 3 clusters Score -2.523252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200154 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -25232504.000000 Penalty: 6059.522949
	Iteration 159Q: 3 clusters Score -2.52325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200159 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -25232508.000000 Penalty: 6059.522949
	Iteration 160F: 3 clusters Score -2.523251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200161 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -25232514.000000 Penalty: 6059.522949
	Iteration 161Q: 3 clusters Score -2.523251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200163 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -25232502.000000 Penalty: 6059.522949
	Iteration 162Q: 3 clusters Score -2.52325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200163 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -25232502.000000 Penalty: 6059.522949
	Iteration 163F: 3 clusters Score -2.52325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Entering Unmasked Estep 
Score: -1971782.125000 Penalty: 2408.356689
	Iteration 0F: 2 clusters Score -1971782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1960008.625000 Penalty: 4816.713379
	Iteration 0F: 3 clusters Score -1960009 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1964104.500000 Penalty: 4816.713379
	Iteration 1F: 3 clusters Score -1964104 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1964928.750000 Penalty: 4816.713379
	Iteration 2F: 3 clusters Score -1964929 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1965857.000000 Penalty: 4816.713379
	Iteration 3F: 3 clusters Score -1965857 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1966909.500000 Penalty: 4816.713379
	Iteration 4F: 3 clusters Score -1966910 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1967993.375000 Penalty: 4816.713379
	Iteration 5F: 3 clusters Score -1967993 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1968944.000000 Penalty: 4816.713379
	Iteration 6F: 3 clusters Score -1968944 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1969699.750000 Penalty: 4816.713379
	Iteration 7Q: 3 clusters Score -1969700 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1970159.875000 Penalty: 4816.713379
	Iteration 8Q: 3 clusters Score -1970160 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1970384.125000 Penalty: 4816.713379
	Iteration 9Q: 3 clusters Score -1970384 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1970495.250000 Penalty: 4816.713379
	Iteration 10Q: 3 clusters Score -1970495 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1970547.250000 Penalty: 4816.713379
	Iteration 11Q: 3 clusters Score -1970547 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1970574.125000 Penalty: 4816.713379
	Iteration 12Q: 3 clusters Score -1970574 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1970590.875000 Penalty: 4816.713379
	Iteration 13Q: 3 clusters Score -1970591 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1970601.000000 Penalty: 4816.713379
	Iteration 14Q: 3 clusters Score -1970601 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1970610.375000 Penalty: 4816.713379
	Iteration 15Q: 3 clusters Score -1970610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1970611.250000 Penalty: 4816.713379
	Iteration 16Q: 3 clusters Score -1970611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1970613.875000 Penalty: 4816.713379
	Iteration 17Q: 3 clusters Score -1970614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1970617.375000 Penalty: 4816.713379
	Iteration 18Q: 3 clusters Score -1970617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1970621.250000 Penalty: 4816.713379
	Iteration 19Q: 3 clusters Score -1970621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1970620.750000 Penalty: 4816.713379
	Iteration 20F: 3 clusters Score -1970621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1970619.125000 Penalty: 4816.713379
	Iteration 21Q: 3 clusters Score -1970619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1970619.250000 Penalty: 4816.713379
	Iteration 22Q: 3 clusters Score -1970619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1970621.500000 Penalty: 4816.713379
	Iteration 23Q: 3 clusters Score -1970622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1970623.500000 Penalty: 4816.713379
	Iteration 24Q: 3 clusters Score -1970624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1970623.750000 Penalty: 4816.713379
	Iteration 25Q: 3 clusters Score -1970624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1970622.750000 Penalty: 4816.713379
	Iteration 26Q: 3 clusters Score -1970623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1970623.500000 Penalty: 4816.713379
	Iteration 27Q: 3 clusters Score -1970624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1970627.250000 Penalty: 4816.713379
	Iteration 28Q: 3 clusters Score -1970627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1970623.000000 Penalty: 4816.713379
	Iteration 29Q: 3 clusters Score -1970623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1970626.750000 Penalty: 4816.713379
	Iteration 30Q: 3 clusters Score -1970627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1970626.125000 Penalty: 4816.713379
	Iteration 31Q: 3 clusters Score -1970626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1970624.375000 Penalty: 4816.713379
	Iteration 32Q: 3 clusters Score -1970624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1970626.625000 Penalty: 4816.713379
	Iteration 33Q: 3 clusters Score -1970627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1970626.625000 Penalty: 4816.713379
	Iteration 34F: 3 clusters Score -1970627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Entering Unmasked Estep 
Score: -1407034.250000 Penalty: 2314.737549
	Iteration 0F: 2 clusters Score -1407034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1398567.375000 Penalty: 4629.475098
	Iteration 0F: 3 clusters Score -1398567 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1401140.000000 Penalty: 4629.475098
	Iteration 1F: 3 clusters Score -1401140 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1401453.250000 Penalty: 4629.475098
	Iteration 2F: 3 clusters Score -1401453 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1401697.250000 Penalty: 4629.475098
	Iteration 3F: 3 clusters Score -1401697 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1401879.500000 Penalty: 4629.475098
	Iteration 4Q: 3 clusters Score -1401880 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1402016.625000 Penalty: 4629.475098
	Iteration 5Q: 3 clusters Score -1402017 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1402144.000000 Penalty: 4629.475098
	Iteration 6Q: 3 clusters Score -1402144 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1402249.375000 Penalty: 4629.475098
	Iteration 7Q: 3 clusters Score -1402249 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1402338.375000 Penalty: 4629.475098
	Iteration 8Q: 3 clusters Score -1402338 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1402419.250000 Penalty: 4629.475098
	Iteration 9Q: 3 clusters Score -1402419 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1402521.375000 Penalty: 4629.475098
	Iteration 10Q: 3 clusters Score -1402521 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1402618.500000 Penalty: 4629.475098
	Iteration 11Q: 3 clusters Score -1402618 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1402715.500000 Penalty: 4629.475098
	Iteration 12Q: 3 clusters Score -1402716 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1402826.250000 Penalty: 4629.475098
	Iteration 13Q: 3 clusters Score -1402826 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1402954.250000 Penalty: 4629.475098
	Iteration 14Q: 3 clusters Score -1402954 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1403085.125000 Penalty: 4629.475098
	Iteration 15Q: 3 clusters Score -1403085 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1403226.875000 Penalty: 4629.475098
	Iteration 16Q: 3 clusters Score -1403227 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1403382.375000 Penalty: 4629.475098
	Iteration 17Q: 3 clusters Score -1403382 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1403528.250000 Penalty: 4629.475098
	Iteration 18Q: 3 clusters Score -1403528 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1403653.250000 Penalty: 4629.475098
	Iteration 19Q: 3 clusters Score -1403653 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1403759.625000 Penalty: 4629.475098
	Iteration 20F: 3 clusters Score -1403760 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1403851.500000 Penalty: 4629.475098
	Iteration 21Q: 3 clusters Score -1403852 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1403943.500000 Penalty: 4629.475098
	Iteration 22Q: 3 clusters Score -1403944 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1404022.250000 Penalty: 4629.475098
	Iteration 23Q: 3 clusters Score -1404022 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1404093.250000 Penalty: 4629.475098
	Iteration 24Q: 3 clusters Score -1404093 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1404169.000000 Penalty: 4629.475098
	Iteration 25Q: 3 clusters Score -1404169 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1404252.000000 Penalty: 4629.475098
	Iteration 26Q: 3 clusters Score -1404252 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1404335.000000 Penalty: 4629.475098
	Iteration 27Q: 3 clusters Score -1404335 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1404408.500000 Penalty: 4629.475098
	Iteration 28Q: 3 clusters Score -1404408 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1404470.750000 Penalty: 4629.475098
	Iteration 29Q: 3 clusters Score -1404471 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1404520.375000 Penalty: 4629.475098
	Iteration 30Q: 3 clusters Score -1404520 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1404574.750000 Penalty: 4629.475098
	Iteration 31Q: 3 clusters Score -1404575 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1404607.125000 Penalty: 4629.475098
	Iteration 32Q: 3 clusters Score -1404607 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1404643.250000 Penalty: 4629.475098
	Iteration 33Q: 3 clusters Score -1404643 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1404664.750000 Penalty: 4629.475098
	Iteration 34Q: 3 clusters Score -1404665 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1404676.750000 Penalty: 4629.475098
	Iteration 35Q: 3 clusters Score -1404677 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1404697.500000 Penalty: 4629.475098
	Iteration 36Q: 3 clusters Score -1404698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1404722.250000 Penalty: 4629.475098
	Iteration 37Q: 3 clusters Score -1404722 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1404736.750000 Penalty: 4629.475098
	Iteration 38Q: 3 clusters Score -1404737 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1404750.375000 Penalty: 4629.475098
	Iteration 39Q: 3 clusters Score -1404750 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1404764.875000 Penalty: 4629.475098
	Iteration 40F: 3 clusters Score -1404765 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1404774.125000 Penalty: 4629.475098
	Iteration 41Q: 3 clusters Score -1404774 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1404785.375000 Penalty: 4629.475098
	Iteration 42Q: 3 clusters Score -1404785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1404794.625000 Penalty: 4629.475098
	Iteration 43Q: 3 clusters Score -1404795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1404800.125000 Penalty: 4629.475098
	Iteration 44Q: 3 clusters Score -1404800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1404803.375000 Penalty: 4629.475098
	Iteration 45Q: 3 clusters Score -1404803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1404807.750000 Penalty: 4629.475098
	Iteration 46Q: 3 clusters Score -1404808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1404808.375000 Penalty: 4629.475098
	Iteration 47Q: 3 clusters Score -1404808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1404812.750000 Penalty: 4629.475098
	Iteration 48Q: 3 clusters Score -1404813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1404815.750000 Penalty: 4629.475098
	Iteration 49Q: 3 clusters Score -1404816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1404816.375000 Penalty: 4629.475098
	Iteration 50Q: 3 clusters Score -1404816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1404818.500000 Penalty: 4629.475098
	Iteration 51Q: 3 clusters Score -1404818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1404820.500000 Penalty: 4629.475098
	Iteration 52Q: 3 clusters Score -1404820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1404820.125000 Penalty: 4629.475098
	Iteration 53Q: 3 clusters Score -1404820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1404819.125000 Penalty: 4629.475098
	Iteration 54Q: 3 clusters Score -1404819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1404827.375000 Penalty: 4629.475098
	Iteration 55Q: 3 clusters Score -1404827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1404831.750000 Penalty: 4629.475098
	Iteration 56Q: 3 clusters Score -1404832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1404833.000000 Penalty: 4629.475098
	Iteration 57Q: 3 clusters Score -1404833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1404836.500000 Penalty: 4629.475098
	Iteration 58Q: 3 clusters Score -1404836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1404835.375000 Penalty: 4629.475098
	Iteration 59Q: 3 clusters Score -1404835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1404836.750000 Penalty: 4629.475098
	Iteration 60F: 3 clusters Score -1404837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1404834.250000 Penalty: 4629.475098
	Iteration 61Q: 3 clusters Score -1404834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1404836.000000 Penalty: 4629.475098
	Iteration 62Q: 3 clusters Score -1404836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1404835.750000 Penalty: 4629.475098
	Iteration 63Q: 3 clusters Score -1404836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1404835.500000 Penalty: 4629.475098
	Iteration 64Q: 3 clusters Score -1404836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1404839.375000 Penalty: 4629.475098
	Iteration 65Q: 3 clusters Score -1404839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1404839.250000 Penalty: 4629.475098
	Iteration 66Q: 3 clusters Score -1404839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1404839.875000 Penalty: 4629.475098
	Iteration 67Q: 3 clusters Score -1404840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1404845.125000 Penalty: 4629.475098
	Iteration 68Q: 3 clusters Score -1404845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1404844.625000 Penalty: 4629.475098
	Iteration 69Q: 3 clusters Score -1404845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1404846.250000 Penalty: 4629.475098
	Iteration 70Q: 3 clusters Score -1404846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1404848.250000 Penalty: 4629.475098
	Iteration 71Q: 3 clusters Score -1404848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1404846.625000 Penalty: 4629.475098
	Iteration 72Q: 3 clusters Score -1404847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1404849.500000 Penalty: 4629.475098
	Iteration 73Q: 3 clusters Score -1404850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1404848.000000 Penalty: 4629.475098
	Iteration 74Q: 3 clusters Score -1404848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1404856.000000 Penalty: 4629.475098
	Iteration 75Q: 3 clusters Score -1404856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1404858.375000 Penalty: 4629.475098
	Iteration 76Q: 3 clusters Score -1404858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1404856.625000 Penalty: 4629.475098
	Iteration 77Q: 3 clusters Score -1404857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1404857.500000 Penalty: 4629.475098
	Iteration 78Q: 3 clusters Score -1404858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1404856.125000 Penalty: 4629.475098
	Iteration 79Q: 3 clusters Score -1404856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1404857.625000 Penalty: 4629.475098
	Iteration 80F: 3 clusters Score -1404858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1404861.000000 Penalty: 4629.475098
	Iteration 81Q: 3 clusters Score -1404861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1404860.625000 Penalty: 4629.475098
	Iteration 82Q: 3 clusters Score -1404861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1404863.875000 Penalty: 4629.475098
	Iteration 83Q: 3 clusters Score -1404864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1404866.875000 Penalty: 4629.475098
	Iteration 84Q: 3 clusters Score -1404867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1404872.250000 Penalty: 4629.475098
	Iteration 85Q: 3 clusters Score -1404872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1404873.125000 Penalty: 4629.475098
	Iteration 86Q: 3 clusters Score -1404873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1404873.250000 Penalty: 4629.475098
	Iteration 87Q: 3 clusters Score -1404873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1404875.500000 Penalty: 4629.475098
	Iteration 88Q: 3 clusters Score -1404876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1404872.500000 Penalty: 4629.475098
	Iteration 89Q: 3 clusters Score -1404872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1404871.375000 Penalty: 4629.475098
	Iteration 90Q: 3 clusters Score -1404871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1404874.875000 Penalty: 4629.475098
	Iteration 91Q: 3 clusters Score -1404875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1404877.750000 Penalty: 4629.475098
	Iteration 92Q: 3 clusters Score -1404878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1404878.875000 Penalty: 4629.475098
	Iteration 93Q: 3 clusters Score -1404879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1404879.750000 Penalty: 4629.475098
	Iteration 94Q: 3 clusters Score -1404880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1404881.250000 Penalty: 4629.475098
	Iteration 95Q: 3 clusters Score -1404881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1404880.750000 Penalty: 4629.475098
	Iteration 96Q: 3 clusters Score -1404881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1404887.375000 Penalty: 4629.475098
	Iteration 97Q: 3 clusters Score -1404887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1404885.625000 Penalty: 4629.475098
	Iteration 98Q: 3 clusters Score -1404886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1404888.125000 Penalty: 4629.475098
	Iteration 99Q: 3 clusters Score -1404888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1404891.000000 Penalty: 4629.475098
	Iteration 100F: 3 clusters Score -1404891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1404893.250000 Penalty: 4629.475098
	Iteration 101Q: 3 clusters Score -1404893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1404900.750000 Penalty: 4629.475098
	Iteration 102Q: 3 clusters Score -1404901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1404900.375000 Penalty: 4629.475098
	Iteration 103Q: 3 clusters Score -1404900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1404899.000000 Penalty: 4629.475098
	Iteration 104Q: 3 clusters Score -1404899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1404900.125000 Penalty: 4629.475098
	Iteration 105Q: 3 clusters Score -1404900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1404901.875000 Penalty: 4629.475098
	Iteration 106Q: 3 clusters Score -1404902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1404903.750000 Penalty: 4629.475098
	Iteration 107Q: 3 clusters Score -1404904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1404903.875000 Penalty: 4629.475098
	Iteration 108Q: 3 clusters Score -1404904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1404903.125000 Penalty: 4629.475098
	Iteration 109Q: 3 clusters Score -1404903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1404905.375000 Penalty: 4629.475098
	Iteration 110Q: 3 clusters Score -1404905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1404906.875000 Penalty: 4629.475098
	Iteration 111Q: 3 clusters Score -1404907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1404907.250000 Penalty: 4629.475098
	Iteration 112Q: 3 clusters Score -1404907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1404912.125000 Penalty: 4629.475098
	Iteration 113Q: 3 clusters Score -1404912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1404912.375000 Penalty: 4629.475098
	Iteration 114Q: 3 clusters Score -1404912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1404913.500000 Penalty: 4629.475098
	Iteration 115Q: 3 clusters Score -1404914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1404914.375000 Penalty: 4629.475098
	Iteration 116Q: 3 clusters Score -1404914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1404916.875000 Penalty: 4629.475098
	Iteration 117Q: 3 clusters Score -1404917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1404919.625000 Penalty: 4629.475098
	Iteration 118Q: 3 clusters Score -1404920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1404918.000000 Penalty: 4629.475098
	Iteration 119Q: 3 clusters Score -1404918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1404921.000000 Penalty: 4629.475098
	Iteration 120F: 3 clusters Score -1404921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1404921.375000 Penalty: 4629.475098
	Iteration 121Q: 3 clusters Score -1404921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1404924.875000 Penalty: 4629.475098
	Iteration 122Q: 3 clusters Score -1404925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1404924.750000 Penalty: 4629.475098
	Iteration 123Q: 3 clusters Score -1404925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1404922.375000 Penalty: 4629.475098
	Iteration 124Q: 3 clusters Score -1404922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1404924.125000 Penalty: 4629.475098
	Iteration 125Q: 3 clusters Score -1404924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1404924.125000 Penalty: 4629.475098
	Iteration 126F: 3 clusters Score -1404924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (204196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204196 members 
Entering Unmasked Estep 
Score: -25373278.000000 Penalty: 3032.255127
	Iteration 0F: 2 clusters Score -2.537328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102528 members 
Mstep: Class 2 contains 101668 members 
Entering Unmasked Estep 
Score: -25238228.000000 Penalty: 6064.510254
	Iteration 0F: 3 clusters Score -2.523823e+07 nChanged 98036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109658 members 
Mstep: Class 2 contains 94538 members 
Entering Unmasked Estep 
Score: -25295362.000000 Penalty: 6064.510254
	Iteration 1F: 3 clusters Score -2.529536e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114664 members 
Mstep: Class 2 contains 89532 members 
Entering Unmasked Estep 
Score: -25297154.000000 Penalty: 6064.510254
	Iteration 2Q: 3 clusters Score -2.529715e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122403 members 
Mstep: Class 2 contains 81793 members 
Entering Unmasked Estep 
Score: -25300730.000000 Penalty: 6064.510254
	Iteration 3Q: 3 clusters Score -2.530073e+07 nChanged 11820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133987 members 
Mstep: Class 2 contains 70209 members 
Entering Unmasked Estep 
Score: -25306870.000000 Penalty: 6064.510254
	Iteration 4F: 3 clusters Score -2.530687e+07 nChanged 16359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150294 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -25318984.000000 Penalty: 6064.510254
	Iteration 5F: 3 clusters Score -2.531898e+07 nChanged 19814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170106 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -25337152.000000 Penalty: 6064.510254
	Iteration 6F: 3 clusters Score -2.533715e+07 nChanged 17891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187997 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -25355156.000000 Penalty: 6064.510254
	Iteration 7F: 3 clusters Score -2.535516e+07 nChanged 10478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198475 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -25365244.000000 Penalty: 6064.510254
	Iteration 8F: 3 clusters Score -2.536524e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202432 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -25368858.000000 Penalty: 6064.510254
	Iteration 9Q: 3 clusters Score -2.536886e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203568 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -25370006.000000 Penalty: 6064.510254
	Iteration 10Q: 3 clusters Score -2.537001e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203822 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -25370290.000000 Penalty: 6064.510254
	Iteration 11Q: 3 clusters Score -2.537029e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203888 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -25370390.000000 Penalty: 6064.510254
	Iteration 12Q: 3 clusters Score -2.537039e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203908 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -25370442.000000 Penalty: 6064.510254
	Iteration 13Q: 3 clusters Score -2.537044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203924 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -25370482.000000 Penalty: 6064.510254
	Iteration 14Q: 3 clusters Score -2.537048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203934 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25370502.000000 Penalty: 6064.510254
	Iteration 15Q: 3 clusters Score -2.53705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203936 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25370520.000000 Penalty: 6064.510254
	Iteration 16Q: 3 clusters Score -2.537052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203939 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -25370526.000000 Penalty: 6064.510254
	Iteration 17Q: 3 clusters Score -2.537053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203941 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25370520.000000 Penalty: 6064.510254
	Iteration 18Q: 3 clusters Score -2.537052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203946 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25370534.000000 Penalty: 6064.510254
	Iteration 19Q: 3 clusters Score -2.537053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203951 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25370522.000000 Penalty: 6064.510254
	Iteration 20F: 3 clusters Score -2.537052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203954 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -25370526.000000 Penalty: 6064.510254
	Iteration 21Q: 3 clusters Score -2.537053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203955 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25370546.000000 Penalty: 6064.510254
	Iteration 22Q: 3 clusters Score -2.537055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203956 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25370560.000000 Penalty: 6064.510254
	Iteration 23Q: 3 clusters Score -2.537056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203956 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25370570.000000 Penalty: 6064.510254
	Iteration 24Q: 3 clusters Score -2.537057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203956 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25370570.000000 Penalty: 6064.510254
	Iteration 25F: 3 clusters Score -2.537057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Entering Unmasked Estep 
Score: -321110.593750 Penalty: 1971.724609
	Iteration 0F: 2 clusters Score -321110.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -317953.062500 Penalty: 3943.449219
	Iteration 0F: 3 clusters Score -317953.1 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -318599.781250 Penalty: 3943.449219
	Iteration 1F: 3 clusters Score -318599.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -318765.406250 Penalty: 3943.449219
	Iteration 2F: 3 clusters Score -318765.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -318863.000000 Penalty: 3943.449219
	Iteration 3F: 3 clusters Score -318863 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -318924.781250 Penalty: 3943.449219
	Iteration 4Q: 3 clusters Score -318924.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -318966.593750 Penalty: 3943.449219
	Iteration 5Q: 3 clusters Score -318966.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -319018.562500 Penalty: 3943.449219
	Iteration 6Q: 3 clusters Score -319018.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -319062.843750 Penalty: 3943.449219
	Iteration 7Q: 3 clusters Score -319062.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -319085.593750 Penalty: 3943.449219
	Iteration 8Q: 3 clusters Score -319085.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -319096.843750 Penalty: 3943.449219
	Iteration 9Q: 3 clusters Score -319096.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -319109.687500 Penalty: 3943.449219
	Iteration 10Q: 3 clusters Score -319109.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -319122.281250 Penalty: 3943.449219
	Iteration 11Q: 3 clusters Score -319122.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -319133.250000 Penalty: 3943.449219
	Iteration 12Q: 3 clusters Score -319133.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -319143.375000 Penalty: 3943.449219
	Iteration 13Q: 3 clusters Score -319143.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -319149.000000 Penalty: 3943.449219
	Iteration 14Q: 3 clusters Score -319149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -319156.000000 Penalty: 3943.449219
	Iteration 15Q: 3 clusters Score -319156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -319163.875000 Penalty: 3943.449219
	Iteration 16Q: 3 clusters Score -319163.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -319170.968750 Penalty: 3943.449219
	Iteration 17Q: 3 clusters Score -319171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -319176.843750 Penalty: 3943.449219
	Iteration 18Q: 3 clusters Score -319176.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -319179.625000 Penalty: 3943.449219
	Iteration 19Q: 3 clusters Score -319179.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -319183.531250 Penalty: 3943.449219
	Iteration 20F: 3 clusters Score -319183.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -319184.843750 Penalty: 3943.449219
	Iteration 21Q: 3 clusters Score -319184.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -319190.187500 Penalty: 3943.449219
	Iteration 22Q: 3 clusters Score -319190.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -319199.843750 Penalty: 3943.449219
	Iteration 23Q: 3 clusters Score -319199.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -319211.406250 Penalty: 3943.449219
	Iteration 24Q: 3 clusters Score -319211.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -319222.062500 Penalty: 3943.449219
	Iteration 25Q: 3 clusters Score -319222.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -319232.343750 Penalty: 3943.449219
	Iteration 26Q: 3 clusters Score -319232.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -319237.718750 Penalty: 3943.449219
	Iteration 27Q: 3 clusters Score -319237.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -319240.437500 Penalty: 3943.449219
	Iteration 28Q: 3 clusters Score -319240.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -319245.062500 Penalty: 3943.449219
	Iteration 29Q: 3 clusters Score -319245.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -319249.156250 Penalty: 3943.449219
	Iteration 30Q: 3 clusters Score -319249.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -319255.125000 Penalty: 3943.449219
	Iteration 31Q: 3 clusters Score -319255.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -319265.687500 Penalty: 3943.449219
	Iteration 32Q: 3 clusters Score -319265.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -319276.218750 Penalty: 3943.449219
	Iteration 33Q: 3 clusters Score -319276.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -319287.843750 Penalty: 3943.449219
	Iteration 34Q: 3 clusters Score -319287.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -319301.031250 Penalty: 3943.449219
	Iteration 35Q: 3 clusters Score -319301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -319311.843750 Penalty: 3943.449219
	Iteration 36Q: 3 clusters Score -319311.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -319320.343750 Penalty: 3943.449219
	Iteration 37Q: 3 clusters Score -319320.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -319328.625000 Penalty: 3943.449219
	Iteration 38Q: 3 clusters Score -319328.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -319335.281250 Penalty: 3943.449219
	Iteration 39Q: 3 clusters Score -319335.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -319338.437500 Penalty: 3943.449219
	Iteration 40F: 3 clusters Score -319338.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -319342.812500 Penalty: 3943.449219
	Iteration 41Q: 3 clusters Score -319342.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -319348.187500 Penalty: 3943.449219
	Iteration 42Q: 3 clusters Score -319348.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -319351.343750 Penalty: 3943.449219
	Iteration 43Q: 3 clusters Score -319351.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -319351.906250 Penalty: 3943.449219
	Iteration 44Q: 3 clusters Score -319351.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -319356.062500 Penalty: 3943.449219
	Iteration 45Q: 3 clusters Score -319356.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -319357.750000 Penalty: 3943.449219
	Iteration 46Q: 3 clusters Score -319357.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -319358.343750 Penalty: 3943.449219
	Iteration 47Q: 3 clusters Score -319358.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -319359.781250 Penalty: 3943.449219
	Iteration 48Q: 3 clusters Score -319359.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -319361.250000 Penalty: 3943.449219
	Iteration 49Q: 3 clusters Score -319361.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -319362.687500 Penalty: 3943.449219
	Iteration 50Q: 3 clusters Score -319362.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -319363.343750 Penalty: 3943.449219
	Iteration 51Q: 3 clusters Score -319363.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -319364.406250 Penalty: 3943.449219
	Iteration 52Q: 3 clusters Score -319364.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -319366.843750 Penalty: 3943.449219
	Iteration 53Q: 3 clusters Score -319366.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -319368.093750 Penalty: 3943.449219
	Iteration 54Q: 3 clusters Score -319368.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -319369.218750 Penalty: 3943.449219
	Iteration 55Q: 3 clusters Score -319369.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -319369.656250 Penalty: 3943.449219
	Iteration 56Q: 3 clusters Score -319369.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -319372.468750 Penalty: 3943.449219
	Iteration 57Q: 3 clusters Score -319372.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -319374.406250 Penalty: 3943.449219
	Iteration 58Q: 3 clusters Score -319374.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -319375.687500 Penalty: 3943.449219
	Iteration 59Q: 3 clusters Score -319375.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -319376.218750 Penalty: 3943.449219
	Iteration 60F: 3 clusters Score -319376.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Entering Unmasked Estep 
Score: -428327.937500 Penalty: 2038.659912
	Iteration 0F: 2 clusters Score -428327.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -424653.656250 Penalty: 4077.319824
	Iteration 0F: 3 clusters Score -424653.7 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -425725.187500 Penalty: 4077.319824
	Iteration 1F: 3 clusters Score -425725.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -426402.718750 Penalty: 4077.319824
	Iteration 2F: 3 clusters Score -426402.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -427179.187500 Penalty: 4077.319824
	Iteration 3F: 3 clusters Score -427179.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -427882.281250 Penalty: 4077.319824
	Iteration 4F: 3 clusters Score -427882.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -428359.562500 Penalty: 4077.319824
	Iteration 5F: 3 clusters Score -428359.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -428646.906250 Penalty: 4077.319824
	Iteration 6F: 3 clusters Score -428646.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -428779.343750 Penalty: 4077.319824
	Iteration 7Q: 3 clusters Score -428779.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -428850.062500 Penalty: 4077.319824
	Iteration 8Q: 3 clusters Score -428850.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -428895.312500 Penalty: 4077.319824
	Iteration 9Q: 3 clusters Score -428895.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -428921.656250 Penalty: 4077.319824
	Iteration 10Q: 3 clusters Score -428921.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -428944.500000 Penalty: 4077.319824
	Iteration 11Q: 3 clusters Score -428944.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -428968.718750 Penalty: 4077.319824
	Iteration 12Q: 3 clusters Score -428968.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -428982.312500 Penalty: 4077.319824
	Iteration 13Q: 3 clusters Score -428982.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -428984.750000 Penalty: 4077.319824
	Iteration 14Q: 3 clusters Score -428984.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -428986.656250 Penalty: 4077.319824
	Iteration 15Q: 3 clusters Score -428986.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -428986.656250 Penalty: 4077.319824
	Iteration 16F: 3 clusters Score -428986.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17321 members 
Mstep: Class 4 contains 10355 members 
Mstep: Class 5 contains 30361 members 
Mstep: Class 6 contains 197089 members 
Mstep: Class 7 contains 16341 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43998 members 
Mstep: Class 10 contains 9311 members 
Mstep: Class 11 contains 19005 members 
Mstep: Class 12 contains 81259 members 
Mstep: Class 13 contains 9381 members 
Mstep: Class 14 contains 64871 members 
Mstep: Class 15 contains 3771 members 
Mstep: Class 16 contains 230040 members 
Mstep: Class 17 contains 202153 members 
Mstep: Class 18 contains 16500 members 
Mstep: Class 19 contains 11312 members 
Mstep: Class 20 contains 204196 members 
Mstep: Class 21 contains 2837 members 
Mstep: Class 22 contains 3283 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 11001 members 
Mstep: Class 26 contains 20089 members 
Mstep: Class 27 contains 3990 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 433 members 
Entering Unmasked Estep 
Score: -154555968.000000 Penalty: 101103.531250
Splitting cluster 22 changes total score from -154557600.000000 to -154555968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -212110.187500 Penalty: 1892.234009
	Iteration 0F: 2 clusters Score -212110.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -209492.531250 Penalty: 3784.468018
	Iteration 0F: 3 clusters Score -209492.5 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -210015.968750 Penalty: 3784.468018
	Iteration 1F: 3 clusters Score -210016 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -210129.140625 Penalty: 3784.468018
	Iteration 2F: 3 clusters Score -210129.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -210176.203125 Penalty: 3784.468018
	Iteration 3Q: 3 clusters Score -210176.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -210207.734375 Penalty: 3784.468018
	Iteration 4Q: 3 clusters Score -210207.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -210238.062500 Penalty: 3784.468018
	Iteration 5Q: 3 clusters Score -210238.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -210261.343750 Penalty: 3784.468018
	Iteration 6Q: 3 clusters Score -210261.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -210279.812500 Penalty: 3784.468018
	Iteration 7Q: 3 clusters Score -210279.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -210306.875000 Penalty: 3784.468018
	Iteration 8Q: 3 clusters Score -210306.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -210318.796875 Penalty: 3784.468018
	Iteration 9Q: 3 clusters Score -210318.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -210329.484375 Penalty: 3784.468018
	Iteration 10Q: 3 clusters Score -210329.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -210340.859375 Penalty: 3784.468018
	Iteration 11Q: 3 clusters Score -210340.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -210350.562500 Penalty: 3784.468018
	Iteration 12Q: 3 clusters Score -210350.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -210366.625000 Penalty: 3784.468018
	Iteration 13Q: 3 clusters Score -210366.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -210380.562500 Penalty: 3784.468018
	Iteration 14Q: 3 clusters Score -210380.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -210403.406250 Penalty: 3784.468018
	Iteration 15Q: 3 clusters Score -210403.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -210423.937500 Penalty: 3784.468018
	Iteration 16Q: 3 clusters Score -210423.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -210433.906250 Penalty: 3784.468018
	Iteration 17Q: 3 clusters Score -210433.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -210449.828125 Penalty: 3784.468018
	Iteration 18Q: 3 clusters Score -210449.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -210462.046875 Penalty: 3784.468018
	Iteration 19Q: 3 clusters Score -210462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -210468.578125 Penalty: 3784.468018
	Iteration 20F: 3 clusters Score -210468.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -210475.953125 Penalty: 3784.468018
	Iteration 21Q: 3 clusters Score -210476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -210487.890625 Penalty: 3784.468018
	Iteration 22Q: 3 clusters Score -210487.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -210499.312500 Penalty: 3784.468018
	Iteration 23Q: 3 clusters Score -210499.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -210509.546875 Penalty: 3784.468018
	Iteration 24Q: 3 clusters Score -210509.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -210521.890625 Penalty: 3784.468018
	Iteration 25Q: 3 clusters Score -210521.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -210547.421875 Penalty: 3784.468018
	Iteration 26Q: 3 clusters Score -210547.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -210573.781250 Penalty: 3784.468018
	Iteration 27Q: 3 clusters Score -210573.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -210604.406250 Penalty: 3784.468018
	Iteration 28Q: 3 clusters Score -210604.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -210643.093750 Penalty: 3784.468018
	Iteration 29Q: 3 clusters Score -210643.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -210705.843750 Penalty: 3784.468018
	Iteration 30Q: 3 clusters Score -210705.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -210747.281250 Penalty: 3784.468018
	Iteration 31Q: 3 clusters Score -210747.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -210772.921875 Penalty: 3784.468018
	Iteration 32Q: 3 clusters Score -210772.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -210796.421875 Penalty: 3784.468018
	Iteration 33Q: 3 clusters Score -210796.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -210849.484375 Penalty: 3784.468018
	Iteration 34Q: 3 clusters Score -210849.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -210895.890625 Penalty: 3784.468018
	Iteration 35Q: 3 clusters Score -210895.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -210924.062500 Penalty: 3784.468018
	Iteration 36Q: 3 clusters Score -210924.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -210944.656250 Penalty: 3784.468018
	Iteration 37Q: 3 clusters Score -210944.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -210959.968750 Penalty: 3784.468018
	Iteration 38Q: 3 clusters Score -210960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -210967.062500 Penalty: 3784.468018
	Iteration 39Q: 3 clusters Score -210967.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -210969.187500 Penalty: 3784.468018
	Iteration 40F: 3 clusters Score -210969.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -210969.578125 Penalty: 3784.468018
	Iteration 41Q: 3 clusters Score -210969.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -210970.953125 Penalty: 3784.468018
	Iteration 42Q: 3 clusters Score -210971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -210973.515625 Penalty: 3784.468018
	Iteration 43Q: 3 clusters Score -210973.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -210978.281250 Penalty: 3784.468018
	Iteration 44Q: 3 clusters Score -210978.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -210982.703125 Penalty: 3784.468018
	Iteration 45Q: 3 clusters Score -210982.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -210985.062500 Penalty: 3784.468018
	Iteration 46Q: 3 clusters Score -210985.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -210988.578125 Penalty: 3784.468018
	Iteration 47Q: 3 clusters Score -210988.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -210989.671875 Penalty: 3784.468018
	Iteration 48Q: 3 clusters Score -210989.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -210991.000000 Penalty: 3784.468018
	Iteration 49Q: 3 clusters Score -210991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -210991.234375 Penalty: 3784.468018
	Iteration 50Q: 3 clusters Score -210991.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -210991.703125 Penalty: 3784.468018
	Iteration 51Q: 3 clusters Score -210991.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -210991.703125 Penalty: 3784.468018
	Iteration 52F: 3 clusters Score -210991.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Entering Unmasked Estep 
Score: -242526.343750 Penalty: 1884.402954
	Iteration 0F: 2 clusters Score -242526.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -239914.515625 Penalty: 3768.805908
	Iteration 0F: 3 clusters Score -239914.5 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -240325.781250 Penalty: 3768.805908
	Iteration 1F: 3 clusters Score -240325.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -240432.281250 Penalty: 3768.805908
	Iteration 2F: 3 clusters Score -240432.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -240495.062500 Penalty: 3768.805908
	Iteration 3Q: 3 clusters Score -240495.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -240534.890625 Penalty: 3768.805908
	Iteration 4Q: 3 clusters Score -240534.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -240560.312500 Penalty: 3768.805908
	Iteration 5Q: 3 clusters Score -240560.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -240574.546875 Penalty: 3768.805908
	Iteration 6Q: 3 clusters Score -240574.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -240593.140625 Penalty: 3768.805908
	Iteration 7Q: 3 clusters Score -240593.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -240612.328125 Penalty: 3768.805908
	Iteration 8Q: 3 clusters Score -240612.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -240629.281250 Penalty: 3768.805908
	Iteration 9Q: 3 clusters Score -240629.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -240646.593750 Penalty: 3768.805908
	Iteration 10Q: 3 clusters Score -240646.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -240660.265625 Penalty: 3768.805908
	Iteration 11Q: 3 clusters Score -240660.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -240670.468750 Penalty: 3768.805908
	Iteration 12Q: 3 clusters Score -240670.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -240680.765625 Penalty: 3768.805908
	Iteration 13Q: 3 clusters Score -240680.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -240690.500000 Penalty: 3768.805908
	Iteration 14Q: 3 clusters Score -240690.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -240696.921875 Penalty: 3768.805908
	Iteration 15Q: 3 clusters Score -240696.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -240700.609375 Penalty: 3768.805908
	Iteration 16Q: 3 clusters Score -240700.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -240705.609375 Penalty: 3768.805908
	Iteration 17Q: 3 clusters Score -240705.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -240710.359375 Penalty: 3768.805908
	Iteration 18Q: 3 clusters Score -240710.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -240713.625000 Penalty: 3768.805908
	Iteration 19Q: 3 clusters Score -240713.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -240717.250000 Penalty: 3768.805908
	Iteration 20F: 3 clusters Score -240717.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -240719.515625 Penalty: 3768.805908
	Iteration 21Q: 3 clusters Score -240719.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -240720.140625 Penalty: 3768.805908
	Iteration 22Q: 3 clusters Score -240720.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -240720.750000 Penalty: 3768.805908
	Iteration 23Q: 3 clusters Score -240720.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -240722.812500 Penalty: 3768.805908
	Iteration 24Q: 3 clusters Score -240722.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -240726.953125 Penalty: 3768.805908
	Iteration 25Q: 3 clusters Score -240727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -240731.921875 Penalty: 3768.805908
	Iteration 26Q: 3 clusters Score -240731.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -240734.296875 Penalty: 3768.805908
	Iteration 27Q: 3 clusters Score -240734.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -240736.437500 Penalty: 3768.805908
	Iteration 28Q: 3 clusters Score -240736.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -240739.937500 Penalty: 3768.805908
	Iteration 29Q: 3 clusters Score -240739.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -240740.312500 Penalty: 3768.805908
	Iteration 30Q: 3 clusters Score -240740.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -240740.312500 Penalty: 3768.805908
	Iteration 31F: 3 clusters Score -240740.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Entering Unmasked Estep 
Score: -1363501.250000 Penalty: 2307.823730
	Iteration 0F: 2 clusters Score -1363501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1355243.125000 Penalty: 4615.647461
	Iteration 0F: 3 clusters Score -1355243 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1357647.875000 Penalty: 4615.647461
	Iteration 1F: 3 clusters Score -1357648 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1357966.875000 Penalty: 4615.647461
	Iteration 2F: 3 clusters Score -1357967 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1358197.875000 Penalty: 4615.647461
	Iteration 3F: 3 clusters Score -1358198 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1358354.625000 Penalty: 4615.647461
	Iteration 4Q: 3 clusters Score -1358355 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1358465.125000 Penalty: 4615.647461
	Iteration 5Q: 3 clusters Score -1358465 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1358557.250000 Penalty: 4615.647461
	Iteration 6Q: 3 clusters Score -1358557 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1358646.625000 Penalty: 4615.647461
	Iteration 7Q: 3 clusters Score -1358647 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1358729.500000 Penalty: 4615.647461
	Iteration 8Q: 3 clusters Score -1358730 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1358808.500000 Penalty: 4615.647461
	Iteration 9Q: 3 clusters Score -1358808 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1358891.000000 Penalty: 4615.647461
	Iteration 10Q: 3 clusters Score -1358891 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1358975.000000 Penalty: 4615.647461
	Iteration 11Q: 3 clusters Score -1358975 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1359057.875000 Penalty: 4615.647461
	Iteration 12Q: 3 clusters Score -1359058 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1359145.250000 Penalty: 4615.647461
	Iteration 13Q: 3 clusters Score -1359145 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1359236.125000 Penalty: 4615.647461
	Iteration 14Q: 3 clusters Score -1359236 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1359345.750000 Penalty: 4615.647461
	Iteration 15Q: 3 clusters Score -1359346 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1359463.375000 Penalty: 4615.647461
	Iteration 16Q: 3 clusters Score -1359463 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1359570.250000 Penalty: 4615.647461
	Iteration 17Q: 3 clusters Score -1359570 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1359700.750000 Penalty: 4615.647461
	Iteration 18Q: 3 clusters Score -1359701 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1359837.625000 Penalty: 4615.647461
	Iteration 19Q: 3 clusters Score -1359838 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1360019.250000 Penalty: 4615.647461
	Iteration 20F: 3 clusters Score -1360019 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1360212.875000 Penalty: 4615.647461
	Iteration 21Q: 3 clusters Score -1360213 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1360386.375000 Penalty: 4615.647461
	Iteration 22Q: 3 clusters Score -1360386 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1360544.500000 Penalty: 4615.647461
	Iteration 23Q: 3 clusters Score -1360544 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1360675.000000 Penalty: 4615.647461
	Iteration 24Q: 3 clusters Score -1360675 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1360774.375000 Penalty: 4615.647461
	Iteration 25Q: 3 clusters Score -1360774 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1360825.875000 Penalty: 4615.647461
	Iteration 26Q: 3 clusters Score -1360826 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1360864.000000 Penalty: 4615.647461
	Iteration 27Q: 3 clusters Score -1360864 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1360895.750000 Penalty: 4615.647461
	Iteration 28Q: 3 clusters Score -1360896 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1360926.250000 Penalty: 4615.647461
	Iteration 29Q: 3 clusters Score -1360926 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1360949.500000 Penalty: 4615.647461
	Iteration 30Q: 3 clusters Score -1360950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1360976.875000 Penalty: 4615.647461
	Iteration 31Q: 3 clusters Score -1360977 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1360991.625000 Penalty: 4615.647461
	Iteration 32Q: 3 clusters Score -1360992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1361009.625000 Penalty: 4615.647461
	Iteration 33Q: 3 clusters Score -1361010 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1361033.125000 Penalty: 4615.647461
	Iteration 34Q: 3 clusters Score -1361033 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1361049.750000 Penalty: 4615.647461
	Iteration 35Q: 3 clusters Score -1361050 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1361063.000000 Penalty: 4615.647461
	Iteration 36Q: 3 clusters Score -1361063 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1361073.125000 Penalty: 4615.647461
	Iteration 37Q: 3 clusters Score -1361073 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1361080.125000 Penalty: 4615.647461
	Iteration 38Q: 3 clusters Score -1361080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1361087.750000 Penalty: 4615.647461
	Iteration 39Q: 3 clusters Score -1361088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1361101.500000 Penalty: 4615.647461
	Iteration 40F: 3 clusters Score -1361102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1361114.000000 Penalty: 4615.647461
	Iteration 41Q: 3 clusters Score -1361114 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1361131.500000 Penalty: 4615.647461
	Iteration 42Q: 3 clusters Score -1361132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1361142.625000 Penalty: 4615.647461
	Iteration 43Q: 3 clusters Score -1361143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1361154.250000 Penalty: 4615.647461
	Iteration 44Q: 3 clusters Score -1361154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1361157.250000 Penalty: 4615.647461
	Iteration 45Q: 3 clusters Score -1361157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1361168.375000 Penalty: 4615.647461
	Iteration 46Q: 3 clusters Score -1361168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1361178.875000 Penalty: 4615.647461
	Iteration 47Q: 3 clusters Score -1361179 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1361191.000000 Penalty: 4615.647461
	Iteration 48Q: 3 clusters Score -1361191 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1361200.500000 Penalty: 4615.647461
	Iteration 49Q: 3 clusters Score -1361200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1361214.250000 Penalty: 4615.647461
	Iteration 50Q: 3 clusters Score -1361214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1361230.500000 Penalty: 4615.647461
	Iteration 51Q: 3 clusters Score -1361230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1361237.625000 Penalty: 4615.647461
	Iteration 52Q: 3 clusters Score -1361238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1361245.625000 Penalty: 4615.647461
	Iteration 53Q: 3 clusters Score -1361246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1361250.125000 Penalty: 4615.647461
	Iteration 54Q: 3 clusters Score -1361250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1361256.000000 Penalty: 4615.647461
	Iteration 55Q: 3 clusters Score -1361256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1361260.250000 Penalty: 4615.647461
	Iteration 56Q: 3 clusters Score -1361260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1361262.875000 Penalty: 4615.647461
	Iteration 57Q: 3 clusters Score -1361263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1361266.125000 Penalty: 4615.647461
	Iteration 58Q: 3 clusters Score -1361266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1361268.125000 Penalty: 4615.647461
	Iteration 59Q: 3 clusters Score -1361268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1361272.625000 Penalty: 4615.647461
	Iteration 60F: 3 clusters Score -1361273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1361274.750000 Penalty: 4615.647461
	Iteration 61Q: 3 clusters Score -1361275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1361278.000000 Penalty: 4615.647461
	Iteration 62Q: 3 clusters Score -1361278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1361281.875000 Penalty: 4615.647461
	Iteration 63Q: 3 clusters Score -1361282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1361285.250000 Penalty: 4615.647461
	Iteration 64Q: 3 clusters Score -1361285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1361285.250000 Penalty: 4615.647461
	Iteration 65Q: 3 clusters Score -1361285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1361288.625000 Penalty: 4615.647461
	Iteration 66Q: 3 clusters Score -1361289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1361288.750000 Penalty: 4615.647461
	Iteration 67Q: 3 clusters Score -1361289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1361299.750000 Penalty: 4615.647461
	Iteration 68Q: 3 clusters Score -1361300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1361306.625000 Penalty: 4615.647461
	Iteration 69Q: 3 clusters Score -1361307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1361308.375000 Penalty: 4615.647461
	Iteration 70Q: 3 clusters Score -1361308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1361313.750000 Penalty: 4615.647461
	Iteration 71Q: 3 clusters Score -1361314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1361319.500000 Penalty: 4615.647461
	Iteration 72Q: 3 clusters Score -1361320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1361326.750000 Penalty: 4615.647461
	Iteration 73Q: 3 clusters Score -1361327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1361337.875000 Penalty: 4615.647461
	Iteration 74Q: 3 clusters Score -1361338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1361345.875000 Penalty: 4615.647461
	Iteration 75Q: 3 clusters Score -1361346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1361353.875000 Penalty: 4615.647461
	Iteration 76Q: 3 clusters Score -1361354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1361355.250000 Penalty: 4615.647461
	Iteration 77Q: 3 clusters Score -1361355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1361356.875000 Penalty: 4615.647461
	Iteration 78Q: 3 clusters Score -1361357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1361360.750000 Penalty: 4615.647461
	Iteration 79Q: 3 clusters Score -1361361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1361362.375000 Penalty: 4615.647461
	Iteration 80F: 3 clusters Score -1361362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1361366.500000 Penalty: 4615.647461
	Iteration 81Q: 3 clusters Score -1361366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1361367.500000 Penalty: 4615.647461
	Iteration 82Q: 3 clusters Score -1361368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1361366.375000 Penalty: 4615.647461
	Iteration 83Q: 3 clusters Score -1361366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1361370.250000 Penalty: 4615.647461
	Iteration 84Q: 3 clusters Score -1361370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1361368.750000 Penalty: 4615.647461
	Iteration 85Q: 3 clusters Score -1361369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1361369.875000 Penalty: 4615.647461
	Iteration 86Q: 3 clusters Score -1361370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1361369.875000 Penalty: 4615.647461
	Iteration 87F: 3 clusters Score -1361370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Entering Unmasked Estep 
Score: -2436734.000000 Penalty: 2457.166016
	Iteration 0F: 2 clusters Score -2436734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2422571.250000 Penalty: 4914.332031
	Iteration 0F: 3 clusters Score -2422571 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2427329.500000 Penalty: 4914.332031
	Iteration 1F: 3 clusters Score -2427330 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2427759.750000 Penalty: 4914.332031
	Iteration 2F: 3 clusters Score -2427760 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2428192.000000 Penalty: 4914.332031
	Iteration 3Q: 3 clusters Score -2428192 nChanged 928
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2428611 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2429020 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2429478 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -2429948 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2430397 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2430886 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2431350 nChanged 814
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2431786 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2432150 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2432398 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2432580 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2432712 nChanged 343
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2432844 nChanged 291
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2432952 nChanged 307
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Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2433071 nChanged 274
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Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2433157 nChanged 263
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Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2433229 nChanged 256
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Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2433309 nChanged 255
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Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2433374 nChanged 229
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2433438 nChanged 208
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2433496 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2433546 nChanged 155
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2433578 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2433600.250000 Penalty: 4914.332031
	Iteration 27Q: 3 clusters Score -2433600 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2433616 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2433636 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2433648 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2433665 nChanged 78
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Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2433669 nChanged 85
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Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2433692 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2433705 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2433715 nChanged 100
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Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2433738 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2433757 nChanged 104
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Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2433777 nChanged 108
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Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 7980 members 
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	Iteration 39Q: 3 clusters Score -2433793 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2433818 nChanged 138
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Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2433863 nChanged 145
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Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2433901 nChanged 169
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Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2433945 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2433982 nChanged 162
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2434018 nChanged 170
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Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 6980 members 
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	Iteration 46Q: 3 clusters Score -2434060 nChanged 160
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 6826 members 
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	Iteration 47Q: 3 clusters Score -2434102 nChanged 154
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Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2434138 nChanged 154
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Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2434179 nChanged 154
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2434205 nChanged 156
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2434253 nChanged 165
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Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2434274 nChanged 170
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Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2434325 nChanged 157
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Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 5748 members 
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	Iteration 54Q: 3 clusters Score -2434367 nChanged 161
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Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2434395 nChanged 144
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Mstep: Class 1 contains 14640 members 
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	Iteration 56Q: 3 clusters Score -2434433 nChanged 141
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Mstep: Class 1 contains 14779 members 
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	Iteration 57Q: 3 clusters Score -2434465 nChanged 147
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Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2434514 nChanged 146
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Mstep: Class 1 contains 15070 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2434554 nChanged 128
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Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2434585 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2434618 nChanged 137
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Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2434654 nChanged 130
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Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 4506 members 
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	Iteration 63Q: 3 clusters Score -2434690 nChanged 121
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Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 4389 members 
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	Iteration 64Q: 3 clusters Score -2434717 nChanged 108
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Mstep: Class 1 contains 15808 members 
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	Iteration 65Q: 3 clusters Score -2434746 nChanged 107
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Mstep: Class 1 contains 15911 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2434758 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 4075 members 
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	Iteration 67Q: 3 clusters Score -2434795 nChanged 117
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Mstep: Class 1 contains 16129 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2434839 nChanged 116
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Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2434874 nChanged 106
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Mstep: Class 1 contains 16341 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2434898 nChanged 97
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Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2434925 nChanged 82
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Mstep: Class 1 contains 16518 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2434944 nChanged 84
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Mstep: Class 2 contains 3491 members 
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	Iteration 73Q: 3 clusters Score -2434967 nChanged 70
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Mstep: Class 1 contains 16668 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2434991 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2435017.750000 Penalty: 4914.332031
	Iteration 75Q: 3 clusters Score -2435018 nChanged 103
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Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2435056 nChanged 93
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Mstep: Class 1 contains 16944 members 
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	Iteration 77Q: 3 clusters Score -2435087 nChanged 110
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Mstep: Class 1 contains 17048 members 
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	Iteration 78Q: 3 clusters Score -2435126 nChanged 93
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Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 2950 members 
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	Iteration 79Q: 3 clusters Score -2435154 nChanged 90
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Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 2864 members 
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	Iteration 80F: 3 clusters Score -2435180 nChanged 78
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Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 2792 members 
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	Iteration 81Q: 3 clusters Score -2435222 nChanged 76
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Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2435237 nChanged 66
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Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 2656 members 
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	Iteration 83Q: 3 clusters Score -2435253 nChanged 67
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Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 2591 members 
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	Iteration 84Q: 3 clusters Score -2435274 nChanged 64
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Mstep: Class 1 contains 17560 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2435292 nChanged 72
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Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 2463 members 
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	Iteration 86Q: 3 clusters Score -2435319 nChanged 65
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Mstep: Class 1 contains 17687 members 
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	Iteration 87Q: 3 clusters Score -2435336 nChanged 54
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Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2435353 nChanged 49
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Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2435371.250000 Penalty: 4914.332031
	Iteration 89Q: 3 clusters Score -2435371 nChanged 57
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Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2435398 nChanged 54
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Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2435417 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2435444 nChanged 65
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Mstep: Class 1 contains 18001 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2435470 nChanged 49
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Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2435482 nChanged 42
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Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2435500 nChanged 44
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Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2435520.500000 Penalty: 4914.332031
	Iteration 96Q: 3 clusters Score -2435520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2435534.000000 Penalty: 4914.332031
	Iteration 97Q: 3 clusters Score -2435534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2435543.250000 Penalty: 4914.332031
	Iteration 98Q: 3 clusters Score -2435543 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2435554.500000 Penalty: 4914.332031
	Iteration 99Q: 3 clusters Score -2435554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2435559.000000 Penalty: 4914.332031
	Iteration 100F: 3 clusters Score -2435559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2435568.750000 Penalty: 4914.332031
	Iteration 101Q: 3 clusters Score -2435569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2435572.250000 Penalty: 4914.332031
	Iteration 102Q: 3 clusters Score -2435572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2435576.250000 Penalty: 4914.332031
	Iteration 103Q: 3 clusters Score -2435576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2435576.000000 Penalty: 4914.332031
	Iteration 104Q: 3 clusters Score -2435576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2435586.250000 Penalty: 4914.332031
	Iteration 105Q: 3 clusters Score -2435586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2435587.750000 Penalty: 4914.332031
	Iteration 106Q: 3 clusters Score -2435588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2435595.750000 Penalty: 4914.332031
	Iteration 107Q: 3 clusters Score -2435596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2435599.500000 Penalty: 4914.332031
	Iteration 108Q: 3 clusters Score -2435600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2435611.000000 Penalty: 4914.332031
	Iteration 109Q: 3 clusters Score -2435611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2435612.500000 Penalty: 4914.332031
	Iteration 110Q: 3 clusters Score -2435612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2435616.000000 Penalty: 4914.332031
	Iteration 111Q: 3 clusters Score -2435616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2435615.250000 Penalty: 4914.332031
	Iteration 112Q: 3 clusters Score -2435615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2435615.500000 Penalty: 4914.332031
	Iteration 113Q: 3 clusters Score -2435616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2435617.750000 Penalty: 4914.332031
	Iteration 114Q: 3 clusters Score -2435618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2435620.250000 Penalty: 4914.332031
	Iteration 115Q: 3 clusters Score -2435620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2435622.500000 Penalty: 4914.332031
	Iteration 116Q: 3 clusters Score -2435622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2435622.500000 Penalty: 4914.332031
	Iteration 117Q: 3 clusters Score -2435622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2435628.750000 Penalty: 4914.332031
	Iteration 118Q: 3 clusters Score -2435629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2435629.250000 Penalty: 4914.332031
	Iteration 119Q: 3 clusters Score -2435629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2435630.000000 Penalty: 4914.332031
	Iteration 120F: 3 clusters Score -2435630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2435631.750000 Penalty: 4914.332031
	Iteration 121Q: 3 clusters Score -2435632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2435631.750000 Penalty: 4914.332031
	Iteration 122F: 3 clusters Score -2435632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Entering Unmasked Estep 
Score: -484559.343750 Penalty: 2056.303711
	Iteration 0F: 2 clusters Score -484559.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -480660.687500 Penalty: 4112.607422
	Iteration 0F: 3 clusters Score -480660.7 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -481528.843750 Penalty: 4112.607422
	Iteration 1F: 3 clusters Score -481528.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -481694.843750 Penalty: 4112.607422
	Iteration 2F: 3 clusters Score -481694.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -481774.937500 Penalty: 4112.607422
	Iteration 3Q: 3 clusters Score -481774.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -481824.343750 Penalty: 4112.607422
	Iteration 4Q: 3 clusters Score -481824.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -481846.031250 Penalty: 4112.607422
	Iteration 5Q: 3 clusters Score -481846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -481862.468750 Penalty: 4112.607422
	Iteration 6Q: 3 clusters Score -481862.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -481876.906250 Penalty: 4112.607422
	Iteration 7Q: 3 clusters Score -481876.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -481890.843750 Penalty: 4112.607422
	Iteration 8Q: 3 clusters Score -481890.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -481902.343750 Penalty: 4112.607422
	Iteration 9Q: 3 clusters Score -481902.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -481914.812500 Penalty: 4112.607422
	Iteration 10Q: 3 clusters Score -481914.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -481931.687500 Penalty: 4112.607422
	Iteration 11Q: 3 clusters Score -481931.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -481948.468750 Penalty: 4112.607422
	Iteration 12Q: 3 clusters Score -481948.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -481962.437500 Penalty: 4112.607422
	Iteration 13Q: 3 clusters Score -481962.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -481972.968750 Penalty: 4112.607422
	Iteration 14Q: 3 clusters Score -481973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -481981.687500 Penalty: 4112.607422
	Iteration 15Q: 3 clusters Score -481981.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -481986.843750 Penalty: 4112.607422
	Iteration 16Q: 3 clusters Score -481986.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -481992.250000 Penalty: 4112.607422
	Iteration 17Q: 3 clusters Score -481992.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -481996.593750 Penalty: 4112.607422
	Iteration 18Q: 3 clusters Score -481996.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -481999.656250 Penalty: 4112.607422
	Iteration 19Q: 3 clusters Score -481999.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -482006.375000 Penalty: 4112.607422
	Iteration 20F: 3 clusters Score -482006.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -482017.718750 Penalty: 4112.607422
	Iteration 21Q: 3 clusters Score -482017.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -482024.437500 Penalty: 4112.607422
	Iteration 22Q: 3 clusters Score -482024.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -482031.687500 Penalty: 4112.607422
	Iteration 23Q: 3 clusters Score -482031.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -482038.406250 Penalty: 4112.607422
	Iteration 24Q: 3 clusters Score -482038.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -482047.718750 Penalty: 4112.607422
	Iteration 25Q: 3 clusters Score -482047.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -482055.093750 Penalty: 4112.607422
	Iteration 26Q: 3 clusters Score -482055.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -482062.593750 Penalty: 4112.607422
	Iteration 27Q: 3 clusters Score -482062.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -482065.656250 Penalty: 4112.607422
	Iteration 28Q: 3 clusters Score -482065.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -482070.812500 Penalty: 4112.607422
	Iteration 29Q: 3 clusters Score -482070.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -482072.968750 Penalty: 4112.607422
	Iteration 30Q: 3 clusters Score -482073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -482076.781250 Penalty: 4112.607422
	Iteration 31Q: 3 clusters Score -482076.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -482081.406250 Penalty: 4112.607422
	Iteration 32Q: 3 clusters Score -482081.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -482087.062500 Penalty: 4112.607422
	Iteration 33Q: 3 clusters Score -482087.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -482094.250000 Penalty: 4112.607422
	Iteration 34Q: 3 clusters Score -482094.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -482103.812500 Penalty: 4112.607422
	Iteration 35Q: 3 clusters Score -482103.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -482113.031250 Penalty: 4112.607422
	Iteration 36Q: 3 clusters Score -482113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -482122.531250 Penalty: 4112.607422
	Iteration 37Q: 3 clusters Score -482122.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -482127.375000 Penalty: 4112.607422
	Iteration 38Q: 3 clusters Score -482127.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -482128.812500 Penalty: 4112.607422
	Iteration 39Q: 3 clusters Score -482128.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -482131.812500 Penalty: 4112.607422
	Iteration 40F: 3 clusters Score -482131.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -482132.031250 Penalty: 4112.607422
	Iteration 41Q: 3 clusters Score -482132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -482132.687500 Penalty: 4112.607422
	Iteration 42Q: 3 clusters Score -482132.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -482134.500000 Penalty: 4112.607422
	Iteration 43Q: 3 clusters Score -482134.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -482135.093750 Penalty: 4112.607422
	Iteration 44Q: 3 clusters Score -482135.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -482136.000000 Penalty: 4112.607422
	Iteration 45Q: 3 clusters Score -482136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -482137.093750 Penalty: 4112.607422
	Iteration 46Q: 3 clusters Score -482137.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -482137.250000 Penalty: 4112.607422
	Iteration 47Q: 3 clusters Score -482137.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -482137.281250 Penalty: 4112.607422
	Iteration 48Q: 3 clusters Score -482137.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -482137.437500 Penalty: 4112.607422
	Iteration 49Q: 3 clusters Score -482137.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -482137.437500 Penalty: 4112.607422
	Iteration 50F: 3 clusters Score -482137.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -118333.671875 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -118333.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -116386.445312 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -116386.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -116700.812500 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -116700.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -116797.367188 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -116797.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -116854.132812 Penalty: 3440.907715
	Iteration 3Q: 3 clusters Score -116854.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -116909.523438 Penalty: 3440.907715
	Iteration 4Q: 3 clusters Score -116909.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -116947.960938 Penalty: 3440.907715
	Iteration 5Q: 3 clusters Score -116948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -116979.070312 Penalty: 3440.907715
	Iteration 6Q: 3 clusters Score -116979.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -117004.992188 Penalty: 3440.907715
	Iteration 7Q: 3 clusters Score -117005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -117045.726562 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -117045.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -117125.710938 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -117125.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -117271.773438 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -117271.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -117391.820312 Penalty: 3440.907715
	Iteration 11Q: 3 clusters Score -117391.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -117475.257812 Penalty: 3440.907715
	Iteration 12Q: 3 clusters Score -117475.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -117526.773438 Penalty: 3440.907715
	Iteration 13Q: 3 clusters Score -117526.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -117561.609375 Penalty: 3440.907715
	Iteration 14Q: 3 clusters Score -117561.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -117598.734375 Penalty: 3440.907715
	Iteration 15Q: 3 clusters Score -117598.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -117618.195312 Penalty: 3440.907715
	Iteration 16Q: 3 clusters Score -117618.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -117639.609375 Penalty: 3440.907715
	Iteration 17Q: 3 clusters Score -117639.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -117656.062500 Penalty: 3440.907715
	Iteration 18Q: 3 clusters Score -117656.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -117666.312500 Penalty: 3440.907715
	Iteration 19Q: 3 clusters Score -117666.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -117674.671875 Penalty: 3440.907715
	Iteration 20F: 3 clusters Score -117674.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -117684.312500 Penalty: 3440.907715
	Iteration 21Q: 3 clusters Score -117684.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -117693.187500 Penalty: 3440.907715
	Iteration 22Q: 3 clusters Score -117693.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -117699.414062 Penalty: 3440.907715
	Iteration 23Q: 3 clusters Score -117699.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -117705.562500 Penalty: 3440.907715
	Iteration 24Q: 3 clusters Score -117705.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -117713.117188 Penalty: 3440.907715
	Iteration 25Q: 3 clusters Score -117713.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -117717.085938 Penalty: 3440.907715
	Iteration 26Q: 3 clusters Score -117717.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -117719.375000 Penalty: 3440.907715
	Iteration 27Q: 3 clusters Score -117719.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -117723.812500 Penalty: 3440.907715
	Iteration 28Q: 3 clusters Score -117723.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -117729.656250 Penalty: 3440.907715
	Iteration 29Q: 3 clusters Score -117729.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -117745.000000 Penalty: 3440.907715
	Iteration 30Q: 3 clusters Score -117745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -117777.210938 Penalty: 3440.907715
	Iteration 31Q: 3 clusters Score -117777.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -117835.429688 Penalty: 3440.907715
	Iteration 32Q: 3 clusters Score -117835.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -117968.953125 Penalty: 3440.907715
	Iteration 33Q: 3 clusters Score -117969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -118118.226562 Penalty: 3440.907715
	Iteration 34Q: 3 clusters Score -118118.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -118183.671875 Penalty: 3440.907715
	Iteration 35Q: 3 clusters Score -118183.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -118201.117188 Penalty: 3440.907715
	Iteration 36Q: 3 clusters Score -118201.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -118209.742188 Penalty: 3440.907715
	Iteration 37Q: 3 clusters Score -118209.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -118214.609375 Penalty: 3440.907715
	Iteration 38Q: 3 clusters Score -118214.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -118216.609375 Penalty: 3440.907715
	Iteration 39Q: 3 clusters Score -118216.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -118219.039062 Penalty: 3440.907715
	Iteration 40F: 3 clusters Score -118219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -118219.750000 Penalty: 3440.907715
	Iteration 41Q: 3 clusters Score -118219.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -118220.476562 Penalty: 3440.907715
	Iteration 42Q: 3 clusters Score -118220.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -118221.312500 Penalty: 3440.907715
	Iteration 43Q: 3 clusters Score -118221.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -118224.859375 Penalty: 3440.907715
	Iteration 44Q: 3 clusters Score -118224.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -118225.617188 Penalty: 3440.907715
	Iteration 45Q: 3 clusters Score -118225.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -118225.617188 Penalty: 3440.907715
	Iteration 46F: 3 clusters Score -118225.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17321 members 
Mstep: Class 4 contains 10355 members 
Mstep: Class 5 contains 30361 members 
Mstep: Class 6 contains 197089 members 
Mstep: Class 7 contains 16341 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43998 members 
Mstep: Class 10 contains 9311 members 
Mstep: Class 11 contains 19005 members 
Mstep: Class 12 contains 81259 members 
Mstep: Class 13 contains 9381 members 
Mstep: Class 14 contains 64871 members 
Mstep: Class 15 contains 3771 members 
Mstep: Class 16 contains 230040 members 
Mstep: Class 17 contains 202153 members 
Mstep: Class 18 contains 16500 members 
Mstep: Class 19 contains 11312 members 
Mstep: Class 20 contains 204196 members 
Mstep: Class 21 contains 2837 members 
Mstep: Class 22 contains 3716 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 11001 members 
Mstep: Class 26 contains 20089 members 
Mstep: Class 27 contains 3990 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154557776.000000 Penalty: 97617.203125
Iteration 239Q: 29 clusters Score -1.545578e+08 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58266 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17318 members 
Mstep: Class 4 contains 10351 members 
Mstep: Class 5 contains 30310 members 
Mstep: Class 6 contains 196947 members 
Mstep: Class 7 contains 16333 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43989 members 
Mstep: Class 10 contains 9309 members 
Mstep: Class 11 contains 19009 members 
Mstep: Class 12 contains 81248 members 
Mstep: Class 13 contains 9383 members 
Mstep: Class 14 contains 64821 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 230278 members 
Mstep: Class 17 contains 202543 members 
Mstep: Class 18 contains 16497 members 
Mstep: Class 19 contains 11311 members 
Mstep: Class 20 contains 203866 members 
Mstep: Class 21 contains 2835 members 
Mstep: Class 22 contains 3714 members 
Mstep: Class 23 contains 2061 members 
Mstep: Class 24 contains 2001 members 
Mstep: Class 25 contains 11002 members 
Mstep: Class 26 contains 20088 members 
Mstep: Class 27 contains 3989 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154557952.000000 Penalty: 97617.203125
Iteration 240F: 29 clusters Score -1.54558e+08 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17319 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 30262 members 
Mstep: Class 6 contains 196769 members 
Mstep: Class 7 contains 16324 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43980 members 
Mstep: Class 10 contains 9306 members 
Mstep: Class 11 contains 19013 members 
Mstep: Class 12 contains 81233 members 
Mstep: Class 13 contains 9384 members 
Mstep: Class 14 contains 64774 members 
Mstep: Class 15 contains 3767 members 
Mstep: Class 16 contains 230490 members 
Mstep: Class 17 contains 202991 members 
Mstep: Class 18 contains 16496 members 
Mstep: Class 19 contains 11311 members 
Mstep: Class 20 contains 203540 members 
Mstep: Class 21 contains 2833 members 
Mstep: Class 22 contains 3713 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 2004 members 
Mstep: Class 25 contains 11004 members 
Mstep: Class 26 contains 20087 members 
Mstep: Class 27 contains 3990 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154557824.000000 Penalty: 97617.203125
Iteration 241Q: 29 clusters Score -1.545578e+08 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58224 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17322 members 
Mstep: Class 4 contains 10342 members 
Mstep: Class 5 contains 30205 members 
Mstep: Class 6 contains 196611 members 
Mstep: Class 7 contains 16310 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43980 members 
Mstep: Class 10 contains 9302 members 
Mstep: Class 11 contains 19016 members 
Mstep: Class 12 contains 81207 members 
Mstep: Class 13 contains 9385 members 
Mstep: Class 14 contains 64722 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 230760 members 
Mstep: Class 17 contains 203333 members 
Mstep: Class 18 contains 16490 members 
Mstep: Class 19 contains 11310 members 
Mstep: Class 20 contains 203244 members 
Mstep: Class 21 contains 2831 members 
Mstep: Class 22 contains 3714 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 11013 members 
Mstep: Class 26 contains 20089 members 
Mstep: Class 27 contains 3989 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154557840.000000 Penalty: 97617.203125
Iteration 242Q: 29 clusters Score -1.545578e+08 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58198 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17325 members 
Mstep: Class 4 contains 10335 members 
Mstep: Class 5 contains 30166 members 
Mstep: Class 6 contains 196445 members 
Mstep: Class 7 contains 16303 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43979 members 
Mstep: Class 10 contains 9298 members 
Mstep: Class 11 contains 19019 members 
Mstep: Class 12 contains 81198 members 
Mstep: Class 13 contains 9388 members 
Mstep: Class 14 contains 64683 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 231067 members 
Mstep: Class 17 contains 203613 members 
Mstep: Class 18 contains 16483 members 
Mstep: Class 19 contains 11313 members 
Mstep: Class 20 contains 202948 members 
Mstep: Class 21 contains 2830 members 
Mstep: Class 22 contains 3715 members 
Mstep: Class 23 contains 2061 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 11011 members 
Mstep: Class 26 contains 20092 members 
Mstep: Class 27 contains 3990 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154558368.000000 Penalty: 97617.203125
Iteration 243Q: 29 clusters Score -1.545584e+08 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58173 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17327 members 
Mstep: Class 4 contains 10334 members 
Mstep: Class 5 contains 30134 members 
Mstep: Class 6 contains 196294 members 
Mstep: Class 7 contains 16295 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43965 members 
Mstep: Class 10 contains 9296 members 
Mstep: Class 11 contains 19023 members 
Mstep: Class 12 contains 81175 members 
Mstep: Class 13 contains 9388 members 
Mstep: Class 14 contains 64640 members 
Mstep: Class 15 contains 3760 members 
Mstep: Class 16 contains 231359 members 
Mstep: Class 17 contains 203899 members 
Mstep: Class 18 contains 16479 members 
Mstep: Class 19 contains 11311 members 
Mstep: Class 20 contains 202672 members 
Mstep: Class 21 contains 2828 members 
Mstep: Class 22 contains 3715 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 2019 members 
Mstep: Class 25 contains 11004 members 
Mstep: Class 26 contains 20095 members 
Mstep: Class 27 contains 3990 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154558752.000000 Penalty: 97617.203125
Iteration 244Q: 29 clusters Score -1.545588e+08 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58142 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17331 members 
Mstep: Class 4 contains 10335 members 
Mstep: Class 5 contains 30093 members 
Mstep: Class 6 contains 196194 members 
Mstep: Class 7 contains 16293 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43960 members 
Mstep: Class 10 contains 9295 members 
Mstep: Class 11 contains 19026 members 
Mstep: Class 12 contains 81139 members 
Mstep: Class 13 contains 9387 members 
Mstep: Class 14 contains 64586 members 
Mstep: Class 15 contains 3758 members 
Mstep: Class 16 contains 231628 members 
Mstep: Class 17 contains 204200 members 
Mstep: Class 18 contains 16474 members 
Mstep: Class 19 contains 11312 members 
Mstep: Class 20 contains 202372 members 
Mstep: Class 21 contains 2825 members 
Mstep: Class 22 contains 3714 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 2019 members 
Mstep: Class 25 contains 11003 members 
Mstep: Class 26 contains 20099 members 
Mstep: Class 27 contains 3990 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154558448.000000 Penalty: 97617.203125
Iteration 245Q: 29 clusters Score -1.545584e+08 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58120 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17336 members 
Mstep: Class 4 contains 10334 members 
Mstep: Class 5 contains 30041 members 
Mstep: Class 6 contains 196135 members 
Mstep: Class 7 contains 16291 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43954 members 
Mstep: Class 10 contains 9295 members 
Mstep: Class 11 contains 19029 members 
Mstep: Class 12 contains 81130 members 
Mstep: Class 13 contains 9383 members 
Mstep: Class 14 contains 64534 members 
Mstep: Class 15 contains 3759 members 
Mstep: Class 16 contains 231953 members 
Mstep: Class 17 contains 204402 members 
Mstep: Class 18 contains 16471 members 
Mstep: Class 19 contains 11310 members 
Mstep: Class 20 contains 202045 members 
Mstep: Class 21 contains 2821 members 
Mstep: Class 22 contains 3713 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 2019 members 
Mstep: Class 25 contains 11010 members 
Mstep: Class 26 contains 20100 members 
Mstep: Class 27 contains 3990 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154558704.000000 Penalty: 97617.203125
Iteration 246Q: 29 clusters Score -1.545587e+08 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58096 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17340 members 
Mstep: Class 4 contains 10337 members 
Mstep: Class 5 contains 30001 members 
Mstep: Class 6 contains 196038 members 
Mstep: Class 7 contains 16288 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43953 members 
Mstep: Class 10 contains 9292 members 
Mstep: Class 11 contains 19031 members 
Mstep: Class 12 contains 81108 members 
Mstep: Class 13 contains 9384 members 
Mstep: Class 14 contains 64470 members 
Mstep: Class 15 contains 3758 members 
Mstep: Class 16 contains 232334 members 
Mstep: Class 17 contains 204622 members 
Mstep: Class 18 contains 16462 members 
Mstep: Class 19 contains 11305 members 
Mstep: Class 20 contains 201694 members 
Mstep: Class 21 contains 2818 members 
Mstep: Class 22 contains 3714 members 
Mstep: Class 23 contains 2064 members 
Mstep: Class 24 contains 2022 members 
Mstep: Class 25 contains 11015 members 
Mstep: Class 26 contains 20103 members 
Mstep: Class 27 contains 3989 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154558752.000000 Penalty: 97617.203125
Iteration 247Q: 29 clusters Score -1.545588e+08 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17341 members 
Mstep: Class 4 contains 10336 members 
Mstep: Class 5 contains 29965 members 
Mstep: Class 6 contains 195940 members 
Mstep: Class 7 contains 16284 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43949 members 
Mstep: Class 10 contains 9287 members 
Mstep: Class 11 contains 19031 members 
Mstep: Class 12 contains 81089 members 
Mstep: Class 13 contains 9385 members 
Mstep: Class 14 contains 64408 members 
Mstep: Class 15 contains 3757 members 
Mstep: Class 16 contains 232715 members 
Mstep: Class 17 contains 204866 members 
Mstep: Class 18 contains 16451 members 
Mstep: Class 19 contains 11306 members 
Mstep: Class 20 contains 201328 members 
Mstep: Class 21 contains 2814 members 
Mstep: Class 22 contains 3713 members 
Mstep: Class 23 contains 2065 members 
Mstep: Class 24 contains 2023 members 
Mstep: Class 25 contains 11020 members 
Mstep: Class 26 contains 20107 members 
Mstep: Class 27 contains 3989 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154558928.000000 Penalty: 97617.203125
Iteration 248Q: 29 clusters Score -1.545589e+08 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58038 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17339 members 
Mstep: Class 4 contains 10337 members 
Mstep: Class 5 contains 29925 members 
Mstep: Class 6 contains 195828 members 
Mstep: Class 7 contains 16281 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43943 members 
Mstep: Class 10 contains 9281 members 
Mstep: Class 11 contains 19037 members 
Mstep: Class 12 contains 81055 members 
Mstep: Class 13 contains 9380 members 
Mstep: Class 14 contains 64334 members 
Mstep: Class 15 contains 3754 members 
Mstep: Class 16 contains 233111 members 
Mstep: Class 17 contains 205109 members 
Mstep: Class 18 contains 16448 members 
Mstep: Class 19 contains 11308 members 
Mstep: Class 20 contains 200992 members 
Mstep: Class 21 contains 2815 members 
Mstep: Class 22 contains 3712 members 
Mstep: Class 23 contains 2069 members 
Mstep: Class 24 contains 2024 members 
Mstep: Class 25 contains 11017 members 
Mstep: Class 26 contains 20111 members 
Mstep: Class 27 contains 3990 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154558528.000000 Penalty: 97617.203125
Iteration 249Q: 29 clusters Score -1.545585e+08 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58018 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17339 members 
Mstep: Class 4 contains 10327 members 
Mstep: Class 5 contains 29892 members 
Mstep: Class 6 contains 195684 members 
Mstep: Class 7 contains 16283 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43943 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 11 contains 19042 members 
Mstep: Class 12 contains 81007 members 
Mstep: Class 13 contains 9376 members 
Mstep: Class 14 contains 64260 members 
Mstep: Class 15 contains 3751 members 
Mstep: Class 16 contains 233554 members 
Mstep: Class 17 contains 205304 members 
Mstep: Class 18 contains 16448 members 
Mstep: Class 19 contains 11310 members 
Mstep: Class 20 contains 200689 members 
Mstep: Class 21 contains 2815 members 
Mstep: Class 22 contains 3711 members 
Mstep: Class 23 contains 2073 members 
Mstep: Class 24 contains 2025 members 
Mstep: Class 25 contains 11014 members 
Mstep: Class 26 contains 20109 members 
Mstep: Class 27 contains 3990 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154558784.000000 Penalty: 97617.203125
Iteration 250Q: 29 clusters Score -1.545588e+08 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17340 members 
Mstep: Class 4 contains 10325 members 
Mstep: Class 5 contains 29847 members 
Mstep: Class 6 contains 195538 members 
Mstep: Class 7 contains 16270 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43947 members 
Mstep: Class 10 contains 9262 members 
Mstep: Class 11 contains 19046 members 
Mstep: Class 12 contains 80986 members 
Mstep: Class 13 contains 9374 members 
Mstep: Class 14 contains 64194 members 
Mstep: Class 15 contains 3747 members 
Mstep: Class 16 contains 234026 members 
Mstep: Class 17 contains 205423 members 
Mstep: Class 18 contains 16436 members 
Mstep: Class 19 contains 11314 members 
Mstep: Class 20 contains 200419 members 
Mstep: Class 21 contains 2818 members 
Mstep: Class 22 contains 3710 members 
Mstep: Class 23 contains 2078 members 
Mstep: Class 24 contains 2029 members 
Mstep: Class 25 contains 11009 members 
Mstep: Class 26 contains 20113 members 
Mstep: Class 27 contains 3990 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154559744.000000 Penalty: 97617.203125
Iteration 251Q: 29 clusters Score -1.545597e+08 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17342 members 
Mstep: Class 4 contains 10329 members 
Mstep: Class 5 contains 29826 members 
Mstep: Class 6 contains 195439 members 
Mstep: Class 7 contains 16269 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43947 members 
Mstep: Class 10 contains 9249 members 
Mstep: Class 11 contains 19048 members 
Mstep: Class 12 contains 80985 members 
Mstep: Class 13 contains 9373 members 
Mstep: Class 14 contains 64108 members 
Mstep: Class 15 contains 3747 members 
Mstep: Class 16 contains 234518 members 
Mstep: Class 17 contains 205462 members 
Mstep: Class 18 contains 16432 members 
Mstep: Class 19 contains 11309 members 
Mstep: Class 20 contains 200148 members 
Mstep: Class 21 contains 2815 members 
Mstep: Class 22 contains 3710 members 
Mstep: Class 23 contains 2079 members 
Mstep: Class 24 contains 2031 members 
Mstep: Class 25 contains 11008 members 
Mstep: Class 26 contains 20116 members 
Mstep: Class 27 contains 3990 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154560416.000000 Penalty: 97617.203125
Iteration 252Q: 29 clusters Score -1.545604e+08 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17343 members 
Mstep: Class 4 contains 10321 members 
Mstep: Class 5 contains 29803 members 
Mstep: Class 6 contains 195270 members 
Mstep: Class 7 contains 16275 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43949 members 
Mstep: Class 10 contains 9245 members 
Mstep: Class 11 contains 19048 members 
Mstep: Class 12 contains 80955 members 
Mstep: Class 13 contains 9373 members 
Mstep: Class 14 contains 64020 members 
Mstep: Class 15 contains 3746 members 
Mstep: Class 16 contains 235041 members 
Mstep: Class 17 contains 205525 members 
Mstep: Class 18 contains 16430 members 
Mstep: Class 19 contains 11303 members 
Mstep: Class 20 contains 199921 members 
Mstep: Class 21 contains 2814 members 
Mstep: Class 22 contains 3710 members 
Mstep: Class 23 contains 2081 members 
Mstep: Class 24 contains 2030 members 
Mstep: Class 25 contains 11008 members 
Mstep: Class 26 contains 20111 members 
Mstep: Class 27 contains 3990 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154561120.000000 Penalty: 97617.203125
Iteration 253Q: 29 clusters Score -1.545611e+08 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57874 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17344 members 
Mstep: Class 4 contains 10315 members 
Mstep: Class 5 contains 29775 members 
Mstep: Class 6 contains 195071 members 
Mstep: Class 7 contains 16285 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43950 members 
Mstep: Class 10 contains 9238 members 
Mstep: Class 11 contains 19042 members 
Mstep: Class 12 contains 80927 members 
Mstep: Class 13 contains 9371 members 
Mstep: Class 14 contains 63935 members 
Mstep: Class 15 contains 3743 members 
Mstep: Class 16 contains 235575 members 
Mstep: Class 17 contains 205604 members 
Mstep: Class 18 contains 16429 members 
Mstep: Class 19 contains 11300 members 
Mstep: Class 20 contains 199716 members 
Mstep: Class 21 contains 2815 members 
Mstep: Class 22 contains 3712 members 
Mstep: Class 23 contains 2085 members 
Mstep: Class 24 contains 2028 members 
Mstep: Class 25 contains 11001 members 
Mstep: Class 26 contains 20112 members 
Mstep: Class 27 contains 3991 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154561280.000000 Penalty: 97617.203125
Iteration 254Q: 29 clusters Score -1.545613e+08 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57833 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17345 members 
Mstep: Class 4 contains 10310 members 
Mstep: Class 5 contains 29759 members 
Mstep: Class 6 contains 194941 members 
Mstep: Class 7 contains 16285 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43954 members 
Mstep: Class 10 contains 9230 members 
Mstep: Class 11 contains 19043 members 
Mstep: Class 12 contains 80926 members 
Mstep: Class 13 contains 9369 members 
Mstep: Class 14 contains 63840 members 
Mstep: Class 15 contains 3741 members 
Mstep: Class 16 contains 236057 members 
Mstep: Class 17 contains 205673 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 11301 members 
Mstep: Class 20 contains 199468 members 
Mstep: Class 21 contains 2816 members 
Mstep: Class 22 contains 3712 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 2031 members 
Mstep: Class 25 contains 10994 members 
Mstep: Class 26 contains 20106 members 
Mstep: Class 27 contains 3993 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154561728.000000 Penalty: 97617.203125
Iteration 255Q: 29 clusters Score -1.545617e+08 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17349 members 
Mstep: Class 4 contains 10307 members 
Mstep: Class 5 contains 29727 members 
Mstep: Class 6 contains 194846 members 
Mstep: Class 7 contains 16285 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43951 members 
Mstep: Class 10 contains 9220 members 
Mstep: Class 11 contains 19039 members 
Mstep: Class 12 contains 80929 members 
Mstep: Class 13 contains 9367 members 
Mstep: Class 14 contains 63754 members 
Mstep: Class 15 contains 3743 members 
Mstep: Class 16 contains 236508 members 
Mstep: Class 17 contains 205776 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 11301 members 
Mstep: Class 20 contains 199172 members 
Mstep: Class 21 contains 2815 members 
Mstep: Class 22 contains 3714 members 
Mstep: Class 23 contains 2085 members 
Mstep: Class 24 contains 2031 members 
Mstep: Class 25 contains 10992 members 
Mstep: Class 26 contains 20105 members 
Mstep: Class 27 contains 3994 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154562192.000000 Penalty: 97617.203125
Iteration 256Q: 29 clusters Score -1.545622e+08 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57759 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17350 members 
Mstep: Class 4 contains 10299 members 
Mstep: Class 5 contains 29697 members 
Mstep: Class 6 contains 194772 members 
Mstep: Class 7 contains 16274 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43944 members 
Mstep: Class 10 contains 9214 members 
Mstep: Class 11 contains 19038 members 
Mstep: Class 12 contains 80924 members 
Mstep: Class 13 contains 9362 members 
Mstep: Class 14 contains 63675 members 
Mstep: Class 15 contains 3742 members 
Mstep: Class 16 contains 236941 members 
Mstep: Class 17 contains 205887 members 
Mstep: Class 18 contains 16431 members 
Mstep: Class 19 contains 11297 members 
Mstep: Class 20 contains 198885 members 
Mstep: Class 21 contains 2816 members 
Mstep: Class 22 contains 3715 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 2038 members 
Mstep: Class 25 contains 10991 members 
Mstep: Class 26 contains 20103 members 
Mstep: Class 27 contains 3994 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154562752.000000 Penalty: 97617.203125
Iteration 257Q: 29 clusters Score -1.545628e+08 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17350 members 
Mstep: Class 4 contains 10297 members 
Mstep: Class 5 contains 29665 members 
Mstep: Class 6 contains 194702 members 
Mstep: Class 7 contains 16267 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43940 members 
Mstep: Class 10 contains 9214 members 
Mstep: Class 11 contains 19041 members 
Mstep: Class 12 contains 80916 members 
Mstep: Class 13 contains 9362 members 
Mstep: Class 14 contains 63602 members 
Mstep: Class 15 contains 3743 members 
Mstep: Class 16 contains 237368 members 
Mstep: Class 17 contains 205909 members 
Mstep: Class 18 contains 16431 members 
Mstep: Class 19 contains 11293 members 
Mstep: Class 20 contains 198684 members 
Mstep: Class 21 contains 2811 members 
Mstep: Class 22 contains 3714 members 
Mstep: Class 23 contains 2091 members 
Mstep: Class 24 contains 2040 members 
Mstep: Class 25 contains 10982 members 
Mstep: Class 26 contains 20102 members 
Mstep: Class 27 contains 3994 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154563568.000000 Penalty: 97617.203125
Iteration 258Q: 29 clusters Score -1.545636e+08 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57682 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17349 members 
Mstep: Class 4 contains 10294 members 
Mstep: Class 5 contains 29635 members 
Mstep: Class 6 contains 194695 members 
Mstep: Class 7 contains 16268 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43941 members 
Mstep: Class 10 contains 9209 members 
Mstep: Class 11 contains 19042 members 
Mstep: Class 12 contains 80910 members 
Mstep: Class 13 contains 9360 members 
Mstep: Class 14 contains 63510 members 
Mstep: Class 15 contains 3746 members 
Mstep: Class 16 contains 237722 members 
Mstep: Class 17 contains 205928 members 
Mstep: Class 18 contains 16428 members 
Mstep: Class 19 contains 11295 members 
Mstep: Class 20 contains 198484 members 
Mstep: Class 21 contains 2811 members 
Mstep: Class 22 contains 3714 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 2045 members 
Mstep: Class 25 contains 10983 members 
Mstep: Class 26 contains 20104 members 
Mstep: Class 27 contains 3994 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154563360.000000 Penalty: 97617.203125
Iteration 259Q: 29 clusters Score -1.545634e+08 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17352 members 
Mstep: Class 4 contains 10284 members 
Mstep: Class 5 contains 29600 members 
Mstep: Class 6 contains 194602 members 
Mstep: Class 7 contains 16267 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43943 members 
Mstep: Class 10 contains 9205 members 
Mstep: Class 11 contains 19035 members 
Mstep: Class 12 contains 80926 members 
Mstep: Class 13 contains 9360 members 
Mstep: Class 14 contains 63430 members 
Mstep: Class 15 contains 3736 members 
Mstep: Class 16 contains 238096 members 
Mstep: Class 17 contains 205957 members 
Mstep: Class 18 contains 16431 members 
Mstep: Class 19 contains 11290 members 
Mstep: Class 20 contains 198326 members 
Mstep: Class 21 contains 2809 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 2102 members 
Mstep: Class 24 contains 2050 members 
Mstep: Class 25 contains 10981 members 
Mstep: Class 26 contains 20107 members 
Mstep: Class 27 contains 3994 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154563552.000000 Penalty: 97617.203125
Iteration 260F: 29 clusters Score -1.545636e+08 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17355 members 
Mstep: Class 4 contains 10282 members 
Mstep: Class 5 contains 29577 members 
Mstep: Class 6 contains 194523 members 
Mstep: Class 7 contains 16262 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43937 members 
Mstep: Class 10 contains 9202 members 
Mstep: Class 11 contains 19037 members 
Mstep: Class 12 contains 80929 members 
Mstep: Class 13 contains 9354 members 
Mstep: Class 14 contains 63341 members 
Mstep: Class 15 contains 3735 members 
Mstep: Class 16 contains 238391 members 
Mstep: Class 17 contains 206076 members 
Mstep: Class 18 contains 16432 members 
Mstep: Class 19 contains 11290 members 
Mstep: Class 20 contains 198163 members 
Mstep: Class 21 contains 2809 members 
Mstep: Class 22 contains 3717 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 2055 members 
Mstep: Class 25 contains 10976 members 
Mstep: Class 26 contains 20108 members 
Mstep: Class 27 contains 3994 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154564368.000000 Penalty: 97617.203125
Iteration 261Q: 29 clusters Score -1.545644e+08 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17358 members 
Mstep: Class 4 contains 10274 members 
Mstep: Class 5 contains 29547 members 
Mstep: Class 6 contains 194438 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43927 members 
Mstep: Class 10 contains 9199 members 
Mstep: Class 11 contains 19043 members 
Mstep: Class 12 contains 80931 members 
Mstep: Class 13 contains 9347 members 
Mstep: Class 14 contains 63257 members 
Mstep: Class 15 contains 3733 members 
Mstep: Class 16 contains 238672 members 
Mstep: Class 17 contains 206234 members 
Mstep: Class 18 contains 16435 members 
Mstep: Class 19 contains 11290 members 
Mstep: Class 20 contains 198006 members 
Mstep: Class 21 contains 2806 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 2056 members 
Mstep: Class 25 contains 10965 members 
Mstep: Class 26 contains 20113 members 
Mstep: Class 27 contains 3994 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154564640.000000 Penalty: 97617.203125
Iteration 262Q: 29 clusters Score -1.545646e+08 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57477 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17358 members 
Mstep: Class 4 contains 10269 members 
Mstep: Class 5 contains 29519 members 
Mstep: Class 6 contains 194375 members 
Mstep: Class 7 contains 16242 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43922 members 
Mstep: Class 10 contains 9196 members 
Mstep: Class 11 contains 19049 members 
Mstep: Class 12 contains 80929 members 
Mstep: Class 13 contains 9343 members 
Mstep: Class 14 contains 63184 members 
Mstep: Class 15 contains 3733 members 
Mstep: Class 16 contains 238955 members 
Mstep: Class 17 contains 206407 members 
Mstep: Class 18 contains 16429 members 
Mstep: Class 19 contains 11293 members 
Mstep: Class 20 contains 197808 members 
Mstep: Class 21 contains 2803 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 2058 members 
Mstep: Class 25 contains 10956 members 
Mstep: Class 26 contains 20115 members 
Mstep: Class 27 contains 3994 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154565040.000000 Penalty: 97617.203125
Iteration 263Q: 29 clusters Score -1.54565e+08 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57452 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17360 members 
Mstep: Class 4 contains 10267 members 
Mstep: Class 5 contains 29486 members 
Mstep: Class 6 contains 194293 members 
Mstep: Class 7 contains 16235 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43908 members 
Mstep: Class 10 contains 9192 members 
Mstep: Class 11 contains 19056 members 
Mstep: Class 12 contains 80941 members 
Mstep: Class 13 contains 9343 members 
Mstep: Class 14 contains 63110 members 
Mstep: Class 15 contains 3732 members 
Mstep: Class 16 contains 239201 members 
Mstep: Class 17 contains 206542 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 11290 members 
Mstep: Class 20 contains 197667 members 
Mstep: Class 21 contains 2804 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 2059 members 
Mstep: Class 25 contains 10948 members 
Mstep: Class 26 contains 20112 members 
Mstep: Class 27 contains 3994 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154565424.000000 Penalty: 97617.203125
Iteration 264Q: 29 clusters Score -1.545654e+08 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17361 members 
Mstep: Class 4 contains 10267 members 
Mstep: Class 5 contains 29447 members 
Mstep: Class 6 contains 194196 members 
Mstep: Class 7 contains 16224 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43890 members 
Mstep: Class 10 contains 9190 members 
Mstep: Class 11 contains 19060 members 
Mstep: Class 12 contains 80936 members 
Mstep: Class 13 contains 9345 members 
Mstep: Class 14 contains 63039 members 
Mstep: Class 15 contains 3730 members 
Mstep: Class 16 contains 239433 members 
Mstep: Class 17 contains 206756 members 
Mstep: Class 18 contains 16426 members 
Mstep: Class 19 contains 11287 members 
Mstep: Class 20 contains 197516 members 
Mstep: Class 21 contains 2802 members 
Mstep: Class 22 contains 3721 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 2062 members 
Mstep: Class 25 contains 10934 members 
Mstep: Class 26 contains 20113 members 
Mstep: Class 27 contains 3995 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154565680.000000 Penalty: 97617.203125
Iteration 265Q: 29 clusters Score -1.545657e+08 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57356 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17360 members 
Mstep: Class 4 contains 10264 members 
Mstep: Class 5 contains 29404 members 
Mstep: Class 6 contains 194085 members 
Mstep: Class 7 contains 16210 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43874 members 
Mstep: Class 10 contains 9186 members 
Mstep: Class 11 contains 19066 members 
Mstep: Class 12 contains 80944 members 
Mstep: Class 13 contains 9344 members 
Mstep: Class 14 contains 62946 members 
Mstep: Class 15 contains 3729 members 
Mstep: Class 16 contains 239771 members 
Mstep: Class 17 contains 206934 members 
Mstep: Class 18 contains 16421 members 
Mstep: Class 19 contains 11290 members 
Mstep: Class 20 contains 197328 members 
Mstep: Class 21 contains 2802 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 2068 members 
Mstep: Class 25 contains 10919 members 
Mstep: Class 26 contains 20114 members 
Mstep: Class 27 contains 3996 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154565984.000000 Penalty: 97617.203125
Iteration 266Q: 29 clusters Score -1.54566e+08 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57307 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17360 members 
Mstep: Class 4 contains 10262 members 
Mstep: Class 5 contains 29363 members 
Mstep: Class 6 contains 193980 members 
Mstep: Class 7 contains 16187 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43860 members 
Mstep: Class 10 contains 9183 members 
Mstep: Class 11 contains 19069 members 
Mstep: Class 12 contains 80999 members 
Mstep: Class 13 contains 9343 members 
Mstep: Class 14 contains 62867 members 
Mstep: Class 15 contains 3728 members 
Mstep: Class 16 contains 240042 members 
Mstep: Class 17 contains 207161 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 11297 members 
Mstep: Class 20 contains 197077 members 
Mstep: Class 21 contains 2804 members 
Mstep: Class 22 contains 3725 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 10906 members 
Mstep: Class 26 contains 20115 members 
Mstep: Class 27 contains 3996 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154566672.000000 Penalty: 97617.203125
Iteration 267Q: 29 clusters Score -1.545667e+08 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17360 members 
Mstep: Class 4 contains 10258 members 
Mstep: Class 5 contains 29330 members 
Mstep: Class 6 contains 193848 members 
Mstep: Class 7 contains 16169 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43851 members 
Mstep: Class 10 contains 9178 members 
Mstep: Class 11 contains 19069 members 
Mstep: Class 12 contains 81047 members 
Mstep: Class 13 contains 9342 members 
Mstep: Class 14 contains 62787 members 
Mstep: Class 15 contains 3728 members 
Mstep: Class 16 contains 240304 members 
Mstep: Class 17 contains 207443 members 
Mstep: Class 18 contains 16429 members 
Mstep: Class 19 contains 11297 members 
Mstep: Class 20 contains 196807 members 
Mstep: Class 21 contains 2804 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 2106 members 
Mstep: Class 24 contains 2088 members 
Mstep: Class 25 contains 10899 members 
Mstep: Class 26 contains 20116 members 
Mstep: Class 27 contains 3995 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154566928.000000 Penalty: 97617.203125
Iteration 268Q: 29 clusters Score -1.545669e+08 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17362 members 
Mstep: Class 4 contains 10248 members 
Mstep: Class 5 contains 29290 members 
Mstep: Class 6 contains 193714 members 
Mstep: Class 7 contains 16152 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43847 members 
Mstep: Class 10 contains 9171 members 
Mstep: Class 11 contains 19071 members 
Mstep: Class 12 contains 81077 members 
Mstep: Class 13 contains 9341 members 
Mstep: Class 14 contains 62695 members 
Mstep: Class 15 contains 3728 members 
Mstep: Class 16 contains 240635 members 
Mstep: Class 17 contains 207759 members 
Mstep: Class 18 contains 16420 members 
Mstep: Class 19 contains 11292 members 
Mstep: Class 20 contains 196517 members 
Mstep: Class 21 contains 2803 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 2094 members 
Mstep: Class 25 contains 10893 members 
Mstep: Class 26 contains 20110 members 
Mstep: Class 27 contains 3995 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154567536.000000 Penalty: 97617.203125
Iteration 269Q: 29 clusters Score -1.545675e+08 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17365 members 
Mstep: Class 4 contains 10238 members 
Mstep: Class 5 contains 29228 members 
Mstep: Class 6 contains 193591 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43846 members 
Mstep: Class 10 contains 9165 members 
Mstep: Class 11 contains 19074 members 
Mstep: Class 12 contains 81103 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 62589 members 
Mstep: Class 15 contains 3728 members 
Mstep: Class 16 contains 240917 members 
Mstep: Class 17 contains 208175 members 
Mstep: Class 18 contains 16412 members 
Mstep: Class 19 contains 11286 members 
Mstep: Class 20 contains 196197 members 
Mstep: Class 21 contains 2803 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 2097 members 
Mstep: Class 25 contains 10894 members 
Mstep: Class 26 contains 20107 members 
Mstep: Class 27 contains 3995 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154567872.000000 Penalty: 97617.203125
Iteration 270Q: 29 clusters Score -1.545679e+08 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57052 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17366 members 
Mstep: Class 4 contains 10244 members 
Mstep: Class 5 contains 29148 members 
Mstep: Class 6 contains 193489 members 
Mstep: Class 7 contains 16123 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43850 members 
Mstep: Class 10 contains 9161 members 
Mstep: Class 11 contains 19078 members 
Mstep: Class 12 contains 81155 members 
Mstep: Class 13 contains 9336 members 
Mstep: Class 14 contains 62509 members 
Mstep: Class 15 contains 3728 members 
Mstep: Class 16 contains 241168 members 
Mstep: Class 17 contains 208622 members 
Mstep: Class 18 contains 16408 members 
Mstep: Class 19 contains 11276 members 
Mstep: Class 20 contains 195788 members 
Mstep: Class 21 contains 2805 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 2104 members 
Mstep: Class 25 contains 10891 members 
Mstep: Class 26 contains 20105 members 
Mstep: Class 27 contains 3995 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154568240.000000 Penalty: 97617.203125
Iteration 271Q: 29 clusters Score -1.545682e+08 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56996 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17370 members 
Mstep: Class 4 contains 10231 members 
Mstep: Class 5 contains 29074 members 
Mstep: Class 6 contains 193394 members 
Mstep: Class 7 contains 16094 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43852 members 
Mstep: Class 10 contains 9158 members 
Mstep: Class 11 contains 19083 members 
Mstep: Class 12 contains 81205 members 
Mstep: Class 13 contains 9329 members 
Mstep: Class 14 contains 62411 members 
Mstep: Class 15 contains 3728 members 
Mstep: Class 16 contains 241503 members 
Mstep: Class 17 contains 209012 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 11269 members 
Mstep: Class 20 contains 195359 members 
Mstep: Class 21 contains 2808 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 2118 members 
Mstep: Class 25 contains 10891 members 
Mstep: Class 26 contains 20113 members 
Mstep: Class 27 contains 3996 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154569248.000000 Penalty: 97617.203125
Iteration 272Q: 29 clusters Score -1.545692e+08 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17371 members 
Mstep: Class 4 contains 10225 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 193305 members 
Mstep: Class 7 contains 16068 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43847 members 
Mstep: Class 10 contains 9159 members 
Mstep: Class 11 contains 19087 members 
Mstep: Class 12 contains 81254 members 
Mstep: Class 13 contains 9326 members 
Mstep: Class 14 contains 62304 members 
Mstep: Class 15 contains 3728 members 
Mstep: Class 16 contains 241813 members 
Mstep: Class 17 contains 209479 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 11266 members 
Mstep: Class 20 contains 194900 members 
Mstep: Class 21 contains 2809 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 2104 members 
Mstep: Class 24 contains 2126 members 
Mstep: Class 25 contains 10900 members 
Mstep: Class 26 contains 20112 members 
Mstep: Class 27 contains 3996 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154569680.000000 Penalty: 97617.203125
Iteration 273Q: 29 clusters Score -1.545697e+08 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56883 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17371 members 
Mstep: Class 4 contains 10220 members 
Mstep: Class 5 contains 28904 members 
Mstep: Class 6 contains 193221 members 
Mstep: Class 7 contains 16049 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43843 members 
Mstep: Class 10 contains 9160 members 
Mstep: Class 11 contains 19091 members 
Mstep: Class 12 contains 81314 members 
Mstep: Class 13 contains 9323 members 
Mstep: Class 14 contains 62199 members 
Mstep: Class 15 contains 3725 members 
Mstep: Class 16 contains 242128 members 
Mstep: Class 17 contains 209915 members 
Mstep: Class 18 contains 16398 members 
Mstep: Class 19 contains 11252 members 
Mstep: Class 20 contains 194459 members 
Mstep: Class 21 contains 2808 members 
Mstep: Class 22 contains 3731 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 2121 members 
Mstep: Class 25 contains 10907 members 
Mstep: Class 26 contains 20114 members 
Mstep: Class 27 contains 3997 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154570032.000000 Penalty: 97617.203125
Iteration 274Q: 29 clusters Score -1.5457e+08 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17369 members 
Mstep: Class 4 contains 10213 members 
Mstep: Class 5 contains 28823 members 
Mstep: Class 6 contains 193119 members 
Mstep: Class 7 contains 16043 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43843 members 
Mstep: Class 10 contains 9162 members 
Mstep: Class 11 contains 19096 members 
Mstep: Class 12 contains 81345 members 
Mstep: Class 13 contains 9321 members 
Mstep: Class 14 contains 62056 members 
Mstep: Class 15 contains 3726 members 
Mstep: Class 16 contains 242504 members 
Mstep: Class 17 contains 210358 members 
Mstep: Class 18 contains 16393 members 
Mstep: Class 19 contains 11240 members 
Mstep: Class 20 contains 194030 members 
Mstep: Class 21 contains 2802 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 2104 members 
Mstep: Class 24 contains 2123 members 
Mstep: Class 25 contains 10908 members 
Mstep: Class 26 contains 20116 members 
Mstep: Class 27 contains 3999 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154570848.000000 Penalty: 97617.203125
Iteration 275Q: 29 clusters Score -1.545708e+08 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17369 members 
Mstep: Class 4 contains 10206 members 
Mstep: Class 5 contains 28725 members 
Mstep: Class 6 contains 193025 members 
Mstep: Class 7 contains 16020 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43838 members 
Mstep: Class 10 contains 9163 members 
Mstep: Class 11 contains 19095 members 
Mstep: Class 12 contains 81383 members 
Mstep: Class 13 contains 9317 members 
Mstep: Class 14 contains 61914 members 
Mstep: Class 15 contains 3725 members 
Mstep: Class 16 contains 243014 members 
Mstep: Class 17 contains 210681 members 
Mstep: Class 18 contains 16388 members 
Mstep: Class 19 contains 11223 members 
Mstep: Class 20 contains 193605 members 
Mstep: Class 21 contains 2803 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 2132 members 
Mstep: Class 25 contains 10913 members 
Mstep: Class 26 contains 20112 members 
Mstep: Class 27 contains 4000 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154571232.000000 Penalty: 97617.203125
Iteration 276Q: 29 clusters Score -1.545712e+08 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56701 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17368 members 
Mstep: Class 4 contains 10196 members 
Mstep: Class 5 contains 28632 members 
Mstep: Class 6 contains 192916 members 
Mstep: Class 7 contains 15992 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43837 members 
Mstep: Class 10 contains 9163 members 
Mstep: Class 11 contains 19102 members 
Mstep: Class 12 contains 81423 members 
Mstep: Class 13 contains 9314 members 
Mstep: Class 14 contains 61778 members 
Mstep: Class 15 contains 3724 members 
Mstep: Class 16 contains 243575 members 
Mstep: Class 17 contains 210963 members 
Mstep: Class 18 contains 16392 members 
Mstep: Class 19 contains 11201 members 
Mstep: Class 20 contains 193167 members 
Mstep: Class 21 contains 2804 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 2138 members 
Mstep: Class 25 contains 10914 members 
Mstep: Class 26 contains 20114 members 
Mstep: Class 27 contains 4001 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154571424.000000 Penalty: 97617.203125
Iteration 277Q: 29 clusters Score -1.545714e+08 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56622 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17370 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 28536 members 
Mstep: Class 6 contains 192709 members 
Mstep: Class 7 contains 15979 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43835 members 
Mstep: Class 10 contains 9165 members 
Mstep: Class 11 contains 19102 members 
Mstep: Class 12 contains 81451 members 
Mstep: Class 13 contains 9315 members 
Mstep: Class 14 contains 61646 members 
Mstep: Class 15 contains 3723 members 
Mstep: Class 16 contains 244166 members 
Mstep: Class 17 contains 211293 members 
Mstep: Class 18 contains 16384 members 
Mstep: Class 19 contains 11185 members 
Mstep: Class 20 contains 192766 members 
Mstep: Class 21 contains 2801 members 
Mstep: Class 22 contains 3721 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 2141 members 
Mstep: Class 25 contains 10921 members 
Mstep: Class 26 contains 20114 members 
Mstep: Class 27 contains 4001 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154571808.000000 Penalty: 97617.203125
Iteration 278Q: 29 clusters Score -1.545718e+08 nChanged 4255
Entering ConstructFrom: 
Score: -154571808.000000 Penalty: 97617.203125
Entering ConstructFrom: 
Trying to split cluster 1 (56532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Entering Unmasked Estep 
Score: -7100549.000000 Penalty: 2713.755371
	Iteration 0F: 2 clusters Score -7100549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -7062660.500000 Penalty: 5427.510742
	Iteration 0F: 3 clusters Score -7062660 nChanged 26195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -7077061.000000 Penalty: 5427.510742
	Iteration 1F: 3 clusters Score -7077061 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -7077495.000000 Penalty: 5427.510742
	Iteration 2Q: 3 clusters Score -7077495 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -7077929.500000 Penalty: 5427.510742
	Iteration 3Q: 3 clusters Score -7077930 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -7078301.000000 Penalty: 5427.510742
	Iteration 4Q: 3 clusters Score -7078301 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -7078712.500000 Penalty: 5427.510742
	Iteration 5Q: 3 clusters Score -7078712 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -7079124.500000 Penalty: 5427.510742
	Iteration 6Q: 3 clusters Score -7079124 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -7079684.500000 Penalty: 5427.510742
	Iteration 7Q: 3 clusters Score -7079684 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -7080451.000000 Penalty: 5427.510742
	Iteration 8Q: 3 clusters Score -7080451 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -7081494.000000 Penalty: 5427.510742
	Iteration 9Q: 3 clusters Score -7081494 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -7083089.000000 Penalty: 5427.510742
	Iteration 10F: 3 clusters Score -7083089 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -7085449.500000 Penalty: 5427.510742
	Iteration 11F: 3 clusters Score -7085450 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -7088582.000000 Penalty: 5427.510742
	Iteration 12F: 3 clusters Score -7088582 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -7092019.500000 Penalty: 5427.510742
	Iteration 13F: 3 clusters Score -7092020 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -7094815.000000 Penalty: 5427.510742
	Iteration 14F: 3 clusters Score -7094815 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -7096534.500000 Penalty: 5427.510742
	Iteration 15Q: 3 clusters Score -7096534 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7097427.500000 Penalty: 5427.510742
	Iteration 16Q: 3 clusters Score -7097428 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7097745.500000 Penalty: 5427.510742
	Iteration 17Q: 3 clusters Score -7097746 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7097891.500000 Penalty: 5427.510742
	Iteration 18Q: 3 clusters Score -7097892 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7097966.000000 Penalty: 5427.510742
	Iteration 19Q: 3 clusters Score -7097966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56247 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7098018.000000 Penalty: 5427.510742
	Iteration 20F: 3 clusters Score -7098018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7098077.500000 Penalty: 5427.510742
	Iteration 21Q: 3 clusters Score -7098078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7098106.000000 Penalty: 5427.510742
	Iteration 22Q: 3 clusters Score -7098106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56285 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7098129.500000 Penalty: 5427.510742
	Iteration 23Q: 3 clusters Score -7098130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56288 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7098149.000000 Penalty: 5427.510742
	Iteration 24Q: 3 clusters Score -7098149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56292 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7098155.000000 Penalty: 5427.510742
	Iteration 25Q: 3 clusters Score -7098155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56295 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7098156.500000 Penalty: 5427.510742
	Iteration 26Q: 3 clusters Score -7098156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7098159.000000 Penalty: 5427.510742
	Iteration 27Q: 3 clusters Score -7098159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7098159.000000 Penalty: 5427.510742
	Iteration 28F: 3 clusters Score -7098159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -119708.625000 Penalty: 1724.750488
	Iteration 0F: 2 clusters Score -119708.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -117695.593750 Penalty: 3449.500977
	Iteration 0F: 3 clusters Score -117695.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -118005.382812 Penalty: 3449.500977
	Iteration 1F: 3 clusters Score -118005.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -118130.070312 Penalty: 3449.500977
	Iteration 2F: 3 clusters Score -118130.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -118208.000000 Penalty: 3449.500977
	Iteration 3Q: 3 clusters Score -118208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118275.382812 Penalty: 3449.500977
	Iteration 4Q: 3 clusters Score -118275.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118358.164062 Penalty: 3449.500977
	Iteration 5Q: 3 clusters Score -118358.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -118396.054688 Penalty: 3449.500977
	Iteration 6Q: 3 clusters Score -118396.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118428.726562 Penalty: 3449.500977
	Iteration 7Q: 3 clusters Score -118428.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -118454.390625 Penalty: 3449.500977
	Iteration 8Q: 3 clusters Score -118454.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -118480.750000 Penalty: 3449.500977
	Iteration 9Q: 3 clusters Score -118480.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -118495.609375 Penalty: 3449.500977
	Iteration 10Q: 3 clusters Score -118495.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -118506.007812 Penalty: 3449.500977
	Iteration 11Q: 3 clusters Score -118506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -118517.812500 Penalty: 3449.500977
	Iteration 12Q: 3 clusters Score -118517.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -118539.906250 Penalty: 3449.500977
	Iteration 13Q: 3 clusters Score -118539.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -118558.281250 Penalty: 3449.500977
	Iteration 14Q: 3 clusters Score -118558.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -118572.640625 Penalty: 3449.500977
	Iteration 15Q: 3 clusters Score -118572.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -118585.804688 Penalty: 3449.500977
	Iteration 16Q: 3 clusters Score -118585.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -118603.476562 Penalty: 3449.500977
	Iteration 17Q: 3 clusters Score -118603.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -118622.070312 Penalty: 3449.500977
	Iteration 18Q: 3 clusters Score -118622.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -118639.148438 Penalty: 3449.500977
	Iteration 19Q: 3 clusters Score -118639.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -118657.726562 Penalty: 3449.500977
	Iteration 20F: 3 clusters Score -118657.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -118693.343750 Penalty: 3449.500977
	Iteration 21Q: 3 clusters Score -118693.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -118742.898438 Penalty: 3449.500977
	Iteration 22Q: 3 clusters Score -118742.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -118776.476562 Penalty: 3449.500977
	Iteration 23Q: 3 clusters Score -118776.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -118803.500000 Penalty: 3449.500977
	Iteration 24Q: 3 clusters Score -118803.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -118839.898438 Penalty: 3449.500977
	Iteration 25Q: 3 clusters Score -118839.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -118897.054688 Penalty: 3449.500977
	Iteration 26Q: 3 clusters Score -118897.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -118968.125000 Penalty: 3449.500977
	Iteration 27Q: 3 clusters Score -118968.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -118995.304688 Penalty: 3449.500977
	Iteration 28Q: 3 clusters Score -118995.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -119007.375000 Penalty: 3449.500977
	Iteration 29Q: 3 clusters Score -119007.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -119011.273438 Penalty: 3449.500977
	Iteration 30Q: 3 clusters Score -119011.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -119013.218750 Penalty: 3449.500977
	Iteration 31Q: 3 clusters Score -119013.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -119020.726562 Penalty: 3449.500977
	Iteration 32Q: 3 clusters Score -119020.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -119027.609375 Penalty: 3449.500977
	Iteration 33Q: 3 clusters Score -119027.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -119033.289062 Penalty: 3449.500977
	Iteration 34Q: 3 clusters Score -119033.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -119039.507812 Penalty: 3449.500977
	Iteration 35Q: 3 clusters Score -119039.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -119044.765625 Penalty: 3449.500977
	Iteration 36Q: 3 clusters Score -119044.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -119049.390625 Penalty: 3449.500977
	Iteration 37Q: 3 clusters Score -119049.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -119051.617188 Penalty: 3449.500977
	Iteration 38Q: 3 clusters Score -119051.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -119054.023438 Penalty: 3449.500977
	Iteration 39Q: 3 clusters Score -119054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -119056.625000 Penalty: 3449.500977
	Iteration 40F: 3 clusters Score -119056.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -119059.921875 Penalty: 3449.500977
	Iteration 41Q: 3 clusters Score -119059.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -119061.718750 Penalty: 3449.500977
	Iteration 42Q: 3 clusters Score -119061.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -119063.210938 Penalty: 3449.500977
	Iteration 43Q: 3 clusters Score -119063.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -119063.210938 Penalty: 3449.500977
	Iteration 44F: 3 clusters Score -119063.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Entering Unmasked Estep 
Score: -2138882.250000 Penalty: 2421.185547
	Iteration 0F: 2 clusters Score -2138882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2126587.750000 Penalty: 4842.371094
	Iteration 0F: 3 clusters Score -2126588 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2130541.250000 Penalty: 4842.371094
	Iteration 1F: 3 clusters Score -2130541 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2130973.750000 Penalty: 4842.371094
	Iteration 2F: 3 clusters Score -2130974 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2131291.000000 Penalty: 4842.371094
	Iteration 3Q: 3 clusters Score -2131291 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2131583.000000 Penalty: 4842.371094
	Iteration 4Q: 3 clusters Score -2131583 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2131873.750000 Penalty: 4842.371094
	Iteration 5Q: 3 clusters Score -2131874 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2132177.000000 Penalty: 4842.371094
	Iteration 6Q: 3 clusters Score -2132177 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2132493.750000 Penalty: 4842.371094
	Iteration 7Q: 3 clusters Score -2132494 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2132887.500000 Penalty: 4842.371094
	Iteration 8Q: 3 clusters Score -2132888 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2133297.000000 Penalty: 4842.371094
	Iteration 9Q: 3 clusters Score -2133297 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2133811.000000 Penalty: 4842.371094
	Iteration 10Q: 3 clusters Score -2133811 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2134323.000000 Penalty: 4842.371094
	Iteration 11Q: 3 clusters Score -2134323 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2134848.000000 Penalty: 4842.371094
	Iteration 12Q: 3 clusters Score -2134848 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2135297.250000 Penalty: 4842.371094
	Iteration 13Q: 3 clusters Score -2135297 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2135662.750000 Penalty: 4842.371094
	Iteration 14Q: 3 clusters Score -2135663 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2135965.500000 Penalty: 4842.371094
	Iteration 15Q: 3 clusters Score -2135966 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2136171.750000 Penalty: 4842.371094
	Iteration 16Q: 3 clusters Score -2136172 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2136329.500000 Penalty: 4842.371094
	Iteration 17Q: 3 clusters Score -2136330 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2136453.250000 Penalty: 4842.371094
	Iteration 18Q: 3 clusters Score -2136453 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2136525.000000 Penalty: 4842.371094
	Iteration 19Q: 3 clusters Score -2136525 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2136585.750000 Penalty: 4842.371094
	Iteration 20F: 3 clusters Score -2136586 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2136630.500000 Penalty: 4842.371094
	Iteration 21Q: 3 clusters Score -2136630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2136670.500000 Penalty: 4842.371094
	Iteration 22Q: 3 clusters Score -2136670 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2136706.000000 Penalty: 4842.371094
	Iteration 23Q: 3 clusters Score -2136706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2136735.250000 Penalty: 4842.371094
	Iteration 24Q: 3 clusters Score -2136735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2136756.750000 Penalty: 4842.371094
	Iteration 25Q: 3 clusters Score -2136757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2136768.000000 Penalty: 4842.371094
	Iteration 26Q: 3 clusters Score -2136768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2136766.250000 Penalty: 4842.371094
	Iteration 27Q: 3 clusters Score -2136766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2136773.750000 Penalty: 4842.371094
	Iteration 28Q: 3 clusters Score -2136774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2136774.250000 Penalty: 4842.371094
	Iteration 29Q: 3 clusters Score -2136774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2136776.000000 Penalty: 4842.371094
	Iteration 30Q: 3 clusters Score -2136776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2136775.500000 Penalty: 4842.371094
	Iteration 31Q: 3 clusters Score -2136776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2136779.250000 Penalty: 4842.371094
	Iteration 32Q: 3 clusters Score -2136779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2136781.500000 Penalty: 4842.371094
	Iteration 33Q: 3 clusters Score -2136782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2136782.750000 Penalty: 4842.371094
	Iteration 34Q: 3 clusters Score -2136783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2136782.750000 Penalty: 4842.371094
	Iteration 35F: 3 clusters Score -2136783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Entering Unmasked Estep 
Score: -1210245.625000 Penalty: 2288.783447
	Iteration 0F: 2 clusters Score -1210246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1202484.625000 Penalty: 4577.566895
	Iteration 0F: 3 clusters Score -1202485 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1204740.125000 Penalty: 4577.566895
	Iteration 1F: 3 clusters Score -1204740 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1205022.125000 Penalty: 4577.566895
	Iteration 2F: 3 clusters Score -1205022 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1205240.500000 Penalty: 4577.566895
	Iteration 3Q: 3 clusters Score -1205240 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1205422.500000 Penalty: 4577.566895
	Iteration 4Q: 3 clusters Score -1205422 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1205584.000000 Penalty: 4577.566895
	Iteration 5Q: 3 clusters Score -1205584 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1205779.625000 Penalty: 4577.566895
	Iteration 6Q: 3 clusters Score -1205780 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1205998.250000 Penalty: 4577.566895
	Iteration 7Q: 3 clusters Score -1205998 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1206263.000000 Penalty: 4577.566895
	Iteration 8Q: 3 clusters Score -1206263 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1206555.750000 Penalty: 4577.566895
	Iteration 9Q: 3 clusters Score -1206556 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1206876.375000 Penalty: 4577.566895
	Iteration 10Q: 3 clusters Score -1206876 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1207180.250000 Penalty: 4577.566895
	Iteration 11Q: 3 clusters Score -1207180 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1207436.500000 Penalty: 4577.566895
	Iteration 12Q: 3 clusters Score -1207436 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1207632.500000 Penalty: 4577.566895
	Iteration 13Q: 3 clusters Score -1207632 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1207804.000000 Penalty: 4577.566895
	Iteration 14Q: 3 clusters Score -1207804 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1207945.250000 Penalty: 4577.566895
	Iteration 15Q: 3 clusters Score -1207945 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1208050.500000 Penalty: 4577.566895
	Iteration 16Q: 3 clusters Score -1208050 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1208139.000000 Penalty: 4577.566895
	Iteration 17Q: 3 clusters Score -1208139 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1208205.375000 Penalty: 4577.566895
	Iteration 18Q: 3 clusters Score -1208205 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1208244.750000 Penalty: 4577.566895
	Iteration 19Q: 3 clusters Score -1208245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1208269.500000 Penalty: 4577.566895
	Iteration 20F: 3 clusters Score -1208270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1208293.500000 Penalty: 4577.566895
	Iteration 21Q: 3 clusters Score -1208294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1208317.500000 Penalty: 4577.566895
	Iteration 22Q: 3 clusters Score -1208318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1208337.625000 Penalty: 4577.566895
	Iteration 23Q: 3 clusters Score -1208338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1208351.875000 Penalty: 4577.566895
	Iteration 24Q: 3 clusters Score -1208352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1208360.000000 Penalty: 4577.566895
	Iteration 25Q: 3 clusters Score -1208360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1208367.875000 Penalty: 4577.566895
	Iteration 26Q: 3 clusters Score -1208368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1208373.375000 Penalty: 4577.566895
	Iteration 27Q: 3 clusters Score -1208373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1208381.500000 Penalty: 4577.566895
	Iteration 28Q: 3 clusters Score -1208382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1208383.875000 Penalty: 4577.566895
	Iteration 29Q: 3 clusters Score -1208384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1208386.125000 Penalty: 4577.566895
	Iteration 30Q: 3 clusters Score -1208386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1208391.625000 Penalty: 4577.566895
	Iteration 31Q: 3 clusters Score -1208392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1208393.250000 Penalty: 4577.566895
	Iteration 32Q: 3 clusters Score -1208393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1208397.250000 Penalty: 4577.566895
	Iteration 33Q: 3 clusters Score -1208397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1208397.500000 Penalty: 4577.566895
	Iteration 34Q: 3 clusters Score -1208398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1208397.500000 Penalty: 4577.566895
	Iteration 35F: 3 clusters Score -1208398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Entering Unmasked Estep 
Score: -3602050.750000 Penalty: 2543.420410
	Iteration 0F: 2 clusters Score -3602051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3582455.000000 Penalty: 5086.840820
	Iteration 0F: 3 clusters Score -3582455 nChanged 12799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3589478.500000 Penalty: 5086.840820
	Iteration 1F: 3 clusters Score -3589478 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3590047.750000 Penalty: 5086.840820
	Iteration 2F: 3 clusters Score -3590048 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -3590618.000000 Penalty: 5086.840820
	Iteration 3Q: 3 clusters Score -3590618 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3591181.000000 Penalty: 5086.840820
	Iteration 4Q: 3 clusters Score -3591181 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -3591841.750000 Penalty: 5086.840820
	Iteration 5Q: 3 clusters Score -3591842 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -3592561.500000 Penalty: 5086.840820
	Iteration 6Q: 3 clusters Score -3592562 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -3593369.750000 Penalty: 5086.840820
	Iteration 7F: 3 clusters Score -3593370 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3594206.250000 Penalty: 5086.840820
	Iteration 8F: 3 clusters Score -3594206 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3594979.250000 Penalty: 5086.840820
	Iteration 9F: 3 clusters Score -3594979 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -3595662.000000 Penalty: 5086.840820
	Iteration 10Q: 3 clusters Score -3595662 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -3596187.750000 Penalty: 5086.840820
	Iteration 11Q: 3 clusters Score -3596188 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3596558.500000 Penalty: 5086.840820
	Iteration 12Q: 3 clusters Score -3596558 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -3596816.750000 Penalty: 5086.840820
	Iteration 13Q: 3 clusters Score -3596817 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3596971.000000 Penalty: 5086.840820
	Iteration 14Q: 3 clusters Score -3596971 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -3597098.000000 Penalty: 5086.840820
	Iteration 15Q: 3 clusters Score -3597098 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -3597155.000000 Penalty: 5086.840820
	Iteration 16Q: 3 clusters Score -3597155 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3597240.000000 Penalty: 5086.840820
	Iteration 17Q: 3 clusters Score -3597240 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -3597297.750000 Penalty: 5086.840820
	Iteration 18Q: 3 clusters Score -3597298 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -3597339.750000 Penalty: 5086.840820
	Iteration 19Q: 3 clusters Score -3597340 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -3597390.000000 Penalty: 5086.840820
	Iteration 20F: 3 clusters Score -3597390 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3597432.250000 Penalty: 5086.840820
	Iteration 21Q: 3 clusters Score -3597432 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3597492.000000 Penalty: 5086.840820
	Iteration 22Q: 3 clusters Score -3597492 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -3597525.500000 Penalty: 5086.840820
	Iteration 23Q: 3 clusters Score -3597526 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3597563.000000 Penalty: 5086.840820
	Iteration 24Q: 3 clusters Score -3597563 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -3597594.000000 Penalty: 5086.840820
	Iteration 25Q: 3 clusters Score -3597594 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -3597626.750000 Penalty: 5086.840820
	Iteration 26Q: 3 clusters Score -3597627 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3597659.500000 Penalty: 5086.840820
	Iteration 27Q: 3 clusters Score -3597660 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -3597683.000000 Penalty: 5086.840820
	Iteration 28Q: 3 clusters Score -3597683 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -3597711.250000 Penalty: 5086.840820
	Iteration 29Q: 3 clusters Score -3597711 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -3597720.250000 Penalty: 5086.840820
	Iteration 30Q: 3 clusters Score -3597720 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -3597743.750000 Penalty: 5086.840820
	Iteration 31Q: 3 clusters Score -3597744 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -3597764.000000 Penalty: 5086.840820
	Iteration 32Q: 3 clusters Score -3597764 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -3597769.000000 Penalty: 5086.840820
	Iteration 33Q: 3 clusters Score -3597769 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -3597792.000000 Penalty: 5086.840820
	Iteration 34Q: 3 clusters Score -3597792 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -3597807.500000 Penalty: 5086.840820
	Iteration 35Q: 3 clusters Score -3597808 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -3597811.500000 Penalty: 5086.840820
	Iteration 36Q: 3 clusters Score -3597812 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3597830.250000 Penalty: 5086.840820
	Iteration 37Q: 3 clusters Score -3597830 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -3597852.500000 Penalty: 5086.840820
	Iteration 38Q: 3 clusters Score -3597852 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -3597880.750000 Penalty: 5086.840820
	Iteration 39Q: 3 clusters Score -3597881 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -3597891.250000 Penalty: 5086.840820
	Iteration 40F: 3 clusters Score -3597891 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -3597904.000000 Penalty: 5086.840820
	Iteration 41Q: 3 clusters Score -3597904 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -3597936.500000 Penalty: 5086.840820
	Iteration 42Q: 3 clusters Score -3597936 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -3597970.500000 Penalty: 5086.840820
	Iteration 43Q: 3 clusters Score -3597970 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -3597994.500000 Penalty: 5086.840820
	Iteration 44Q: 3 clusters Score -3597994 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -3598027.750000 Penalty: 5086.840820
	Iteration 45Q: 3 clusters Score -3598028 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -3598070.250000 Penalty: 5086.840820
	Iteration 46Q: 3 clusters Score -3598070 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -3598094.000000 Penalty: 5086.840820
	Iteration 47Q: 3 clusters Score -3598094 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3598133.250000 Penalty: 5086.840820
	Iteration 48Q: 3 clusters Score -3598133 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -3598170.000000 Penalty: 5086.840820
	Iteration 49Q: 3 clusters Score -3598170 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -3598208.250000 Penalty: 5086.840820
	Iteration 50Q: 3 clusters Score -3598208 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -3598243.500000 Penalty: 5086.840820
	Iteration 51Q: 3 clusters Score -3598244 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -3598300.250000 Penalty: 5086.840820
	Iteration 52Q: 3 clusters Score -3598300 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -3598339.000000 Penalty: 5086.840820
	Iteration 53Q: 3 clusters Score -3598339 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -3598366.250000 Penalty: 5086.840820
	Iteration 54Q: 3 clusters Score -3598366 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -3598413.750000 Penalty: 5086.840820
	Iteration 55Q: 3 clusters Score -3598414 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -3598444.250000 Penalty: 5086.840820
	Iteration 56Q: 3 clusters Score -3598444 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -3598485.250000 Penalty: 5086.840820
	Iteration 57Q: 3 clusters Score -3598485 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -3598544.500000 Penalty: 5086.840820
	Iteration 58Q: 3 clusters Score -3598544 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -3598578.500000 Penalty: 5086.840820
	Iteration 59Q: 3 clusters Score -3598578 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -3598629.000000 Penalty: 5086.840820
	Iteration 60F: 3 clusters Score -3598629 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -3598672.000000 Penalty: 5086.840820
	Iteration 61Q: 3 clusters Score -3598672 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -3598720.500000 Penalty: 5086.840820
	Iteration 62Q: 3 clusters Score -3598720 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -3598773.000000 Penalty: 5086.840820
	Iteration 63Q: 3 clusters Score -3598773 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -3598823.250000 Penalty: 5086.840820
	Iteration 64Q: 3 clusters Score -3598823 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3598887.000000 Penalty: 5086.840820
	Iteration 65Q: 3 clusters Score -3598887 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -3598942.500000 Penalty: 5086.840820
	Iteration 66Q: 3 clusters Score -3598942 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -3598990.500000 Penalty: 5086.840820
	Iteration 67Q: 3 clusters Score -3598990 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -3599038.000000 Penalty: 5086.840820
	Iteration 68Q: 3 clusters Score -3599038 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -3599080.000000 Penalty: 5086.840820
	Iteration 69Q: 3 clusters Score -3599080 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3599140.500000 Penalty: 5086.840820
	Iteration 70Q: 3 clusters Score -3599140 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3599186.250000 Penalty: 5086.840820
	Iteration 71Q: 3 clusters Score -3599186 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -3599234.500000 Penalty: 5086.840820
	Iteration 72Q: 3 clusters Score -3599234 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3599282.250000 Penalty: 5086.840820
	Iteration 73Q: 3 clusters Score -3599282 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -3599342.500000 Penalty: 5086.840820
	Iteration 74Q: 3 clusters Score -3599342 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -3599390.750000 Penalty: 5086.840820
	Iteration 75Q: 3 clusters Score -3599391 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -3599450.000000 Penalty: 5086.840820
	Iteration 76Q: 3 clusters Score -3599450 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -3599497.500000 Penalty: 5086.840820
	Iteration 77Q: 3 clusters Score -3599498 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -3599536.750000 Penalty: 5086.840820
	Iteration 78Q: 3 clusters Score -3599537 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -3599587.250000 Penalty: 5086.840820
	Iteration 79Q: 3 clusters Score -3599587 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -3599633.250000 Penalty: 5086.840820
	Iteration 80F: 3 clusters Score -3599633 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -3599665.250000 Penalty: 5086.840820
	Iteration 81Q: 3 clusters Score -3599665 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -3599689.000000 Penalty: 5086.840820
	Iteration 82Q: 3 clusters Score -3599689 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -3599704.500000 Penalty: 5086.840820
	Iteration 83Q: 3 clusters Score -3599704 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -3599744.250000 Penalty: 5086.840820
	Iteration 84Q: 3 clusters Score -3599744 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3599767.500000 Penalty: 5086.840820
	Iteration 85Q: 3 clusters Score -3599768 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -3599787.750000 Penalty: 5086.840820
	Iteration 86Q: 3 clusters Score -3599788 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -3599812.500000 Penalty: 5086.840820
	Iteration 87Q: 3 clusters Score -3599812 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3599837.750000 Penalty: 5086.840820
	Iteration 88Q: 3 clusters Score -3599838 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -3599868.000000 Penalty: 5086.840820
	Iteration 89Q: 3 clusters Score -3599868 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -3599883.000000 Penalty: 5086.840820
	Iteration 90Q: 3 clusters Score -3599883 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -3599907.000000 Penalty: 5086.840820
	Iteration 91Q: 3 clusters Score -3599907 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -3599910.750000 Penalty: 5086.840820
	Iteration 92Q: 3 clusters Score -3599911 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -3599917.750000 Penalty: 5086.840820
	Iteration 93Q: 3 clusters Score -3599918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -3599945.500000 Penalty: 5086.840820
	Iteration 94Q: 3 clusters Score -3599946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -3599954.000000 Penalty: 5086.840820
	Iteration 95Q: 3 clusters Score -3599954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -3599953.250000 Penalty: 5086.840820
	Iteration 96Q: 3 clusters Score -3599953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3599972.000000 Penalty: 5086.840820
	Iteration 97Q: 3 clusters Score -3599972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -3599986.000000 Penalty: 5086.840820
	Iteration 98Q: 3 clusters Score -3599986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -3599996.000000 Penalty: 5086.840820
	Iteration 99Q: 3 clusters Score -3599996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -3600000.750000 Penalty: 5086.840820
	Iteration 100F: 3 clusters Score -3600001 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -3600007.250000 Penalty: 5086.840820
	Iteration 101Q: 3 clusters Score -3600007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -3600011.000000 Penalty: 5086.840820
	Iteration 102Q: 3 clusters Score -3600011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -3600011.750000 Penalty: 5086.840820
	Iteration 103Q: 3 clusters Score -3600012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -3600019.000000 Penalty: 5086.840820
	Iteration 104Q: 3 clusters Score -3600019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -3600021.000000 Penalty: 5086.840820
	Iteration 105Q: 3 clusters Score -3600021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -3600021.250000 Penalty: 5086.840820
	Iteration 106Q: 3 clusters Score -3600021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -3600025.500000 Penalty: 5086.840820
	Iteration 107Q: 3 clusters Score -3600026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -3600031.500000 Penalty: 5086.840820
	Iteration 108Q: 3 clusters Score -3600032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -3600028.000000 Penalty: 5086.840820
	Iteration 109Q: 3 clusters Score -3600028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -3600030.000000 Penalty: 5086.840820
	Iteration 110Q: 3 clusters Score -3600030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -3600035.250000 Penalty: 5086.840820
	Iteration 111Q: 3 clusters Score -3600035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -3600039.000000 Penalty: 5086.840820
	Iteration 112Q: 3 clusters Score -3600039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -3600040.500000 Penalty: 5086.840820
	Iteration 113Q: 3 clusters Score -3600040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -3600045.000000 Penalty: 5086.840820
	Iteration 114Q: 3 clusters Score -3600045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -3600045.250000 Penalty: 5086.840820
	Iteration 115Q: 3 clusters Score -3600045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -3600047.000000 Penalty: 5086.840820
	Iteration 116Q: 3 clusters Score -3600047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -3600047.750000 Penalty: 5086.840820
	Iteration 117Q: 3 clusters Score -3600048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -3600046.250000 Penalty: 5086.840820
	Iteration 118Q: 3 clusters Score -3600046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -3600043.250000 Penalty: 5086.840820
	Iteration 119Q: 3 clusters Score -3600043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -3600043.250000 Penalty: 5086.840820
	Iteration 120F: 3 clusters Score -3600043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -3600041.750000 Penalty: 5086.840820
	Iteration 121Q: 3 clusters Score -3600042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -3600045.500000 Penalty: 5086.840820
	Iteration 122Q: 3 clusters Score -3600046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -3600044.250000 Penalty: 5086.840820
	Iteration 123Q: 3 clusters Score -3600044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -3600048.500000 Penalty: 5086.840820
	Iteration 124Q: 3 clusters Score -3600048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -3600051.250000 Penalty: 5086.840820
	Iteration 125Q: 3 clusters Score -3600051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -3600052.250000 Penalty: 5086.840820
	Iteration 126Q: 3 clusters Score -3600052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -3600044.500000 Penalty: 5086.840820
	Iteration 127Q: 3 clusters Score -3600044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -3600044.500000 Penalty: 5086.840820
	Iteration 128F: 3 clusters Score -3600044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (192490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192490 members 
Entering Unmasked Estep 
Score: -24121614.000000 Penalty: 3017.614258
	Iteration 0F: 2 clusters Score -2.412161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96289 members 
Mstep: Class 2 contains 96201 members 
Entering Unmasked Estep 
Score: -23999036.000000 Penalty: 6035.228516
	Iteration 0F: 3 clusters Score -2.399904e+07 nChanged 92626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96957 members 
Mstep: Class 2 contains 95533 members 
Entering Unmasked Estep 
Score: -24052600.000000 Penalty: 6035.228516
	Iteration 1F: 3 clusters Score -2.40526e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97164 members 
Mstep: Class 2 contains 95326 members 
Entering Unmasked Estep 
Score: -24053688.000000 Penalty: 6035.228516
	Iteration 2Q: 3 clusters Score -2.405369e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97374 members 
Mstep: Class 2 contains 95116 members 
Entering Unmasked Estep 
Score: -24055142.000000 Penalty: 6035.228516
	Iteration 3Q: 3 clusters Score -2.405514e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97534 members 
Mstep: Class 2 contains 94956 members 
Entering Unmasked Estep 
Score: -24057312.000000 Penalty: 6035.228516
	Iteration 4Q: 3 clusters Score -2.405731e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97678 members 
Mstep: Class 2 contains 94812 members 
Entering Unmasked Estep 
Score: -24060562.000000 Penalty: 6035.228516
	Iteration 5Q: 3 clusters Score -2.406056e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97565 members 
Mstep: Class 2 contains 94925 members 
Entering Unmasked Estep 
Score: -24064948.000000 Penalty: 6035.228516
	Iteration 6Q: 3 clusters Score -2.406495e+07 nChanged 10755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96814 members 
Mstep: Class 2 contains 95676 members 
Entering Unmasked Estep 
Score: -24071240.000000 Penalty: 6035.228516
	Iteration 7F: 3 clusters Score -2.407124e+07 nChanged 11917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95153 members 
Mstep: Class 2 contains 97337 members 
Entering Unmasked Estep 
Score: -24078638.000000 Penalty: 6035.228516
	Iteration 8F: 3 clusters Score -2.407864e+07 nChanged 12357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92910 members 
Mstep: Class 2 contains 99580 members 
Entering Unmasked Estep 
Score: -24086978.000000 Penalty: 6035.228516
	Iteration 9F: 3 clusters Score -2.408698e+07 nChanged 11134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90642 members 
Mstep: Class 2 contains 101848 members 
Entering Unmasked Estep 
Score: -24093748.000000 Penalty: 6035.228516
	Iteration 10F: 3 clusters Score -2.409375e+07 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88594 members 
Mstep: Class 2 contains 103896 members 
Entering Unmasked Estep 
Score: -24097988.000000 Penalty: 6035.228516
	Iteration 11Q: 3 clusters Score -2.409799e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86658 members 
Mstep: Class 2 contains 105832 members 
Entering Unmasked Estep 
Score: -24099976.000000 Penalty: 6035.228516
	Iteration 12Q: 3 clusters Score -2.409998e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84691 members 
Mstep: Class 2 contains 107799 members 
Entering Unmasked Estep 
Score: -24101204.000000 Penalty: 6035.228516
	Iteration 13Q: 3 clusters Score -2.41012e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82757 members 
Mstep: Class 2 contains 109733 members 
Entering Unmasked Estep 
Score: -24101804.000000 Penalty: 6035.228516
	Iteration 14Q: 3 clusters Score -2.41018e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 111742 members 
Entering Unmasked Estep 
Score: -24102462.000000 Penalty: 6035.228516
	Iteration 15Q: 3 clusters Score -2.410246e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78638 members 
Mstep: Class 2 contains 113852 members 
Entering Unmasked Estep 
Score: -24103088.000000 Penalty: 6035.228516
	Iteration 16Q: 3 clusters Score -2.410309e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 115999 members 
Entering Unmasked Estep 
Score: -24103630.000000 Penalty: 6035.228516
	Iteration 17Q: 3 clusters Score -2.410363e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 118240 members 
Entering Unmasked Estep 
Score: -24104066.000000 Penalty: 6035.228516
	Iteration 18Q: 3 clusters Score -2.410407e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71919 members 
Mstep: Class 2 contains 120571 members 
Entering Unmasked Estep 
Score: -24104754.000000 Penalty: 6035.228516
	Iteration 19Q: 3 clusters Score -2.410475e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69489 members 
Mstep: Class 2 contains 123001 members 
Entering Unmasked Estep 
Score: -24105272.000000 Penalty: 6035.228516
	Iteration 20F: 3 clusters Score -2.410527e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 125441 members 
Entering Unmasked Estep 
Score: -24106058.000000 Penalty: 6035.228516
	Iteration 21Q: 3 clusters Score -2.410606e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64501 members 
Mstep: Class 2 contains 127989 members 
Entering Unmasked Estep 
Score: -24106692.000000 Penalty: 6035.228516
	Iteration 22Q: 3 clusters Score -2.410669e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61930 members 
Mstep: Class 2 contains 130560 members 
Entering Unmasked Estep 
Score: -24107302.000000 Penalty: 6035.228516
	Iteration 23Q: 3 clusters Score -2.41073e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 133206 members 
Entering Unmasked Estep 
Score: -24108094.000000 Penalty: 6035.228516
	Iteration 24Q: 3 clusters Score -2.410809e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 135870 members 
Entering Unmasked Estep 
Score: -24108734.000000 Penalty: 6035.228516
	Iteration 25Q: 3 clusters Score -2.410873e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 138631 members 
Entering Unmasked Estep 
Score: -24109462.000000 Penalty: 6035.228516
	Iteration 26Q: 3 clusters Score -2.410946e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 141376 members 
Entering Unmasked Estep 
Score: -24110222.000000 Penalty: 6035.228516
	Iteration 27Q: 3 clusters Score -2.411022e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 144096 members 
Entering Unmasked Estep 
Score: -24110814.000000 Penalty: 6035.228516
	Iteration 28Q: 3 clusters Score -2.411081e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 146832 members 
Entering Unmasked Estep 
Score: -24111432.000000 Penalty: 6035.228516
	Iteration 29Q: 3 clusters Score -2.411143e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 149540 members 
Entering Unmasked Estep 
Score: -24112188.000000 Penalty: 6035.228516
	Iteration 30Q: 3 clusters Score -2.411219e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 152298 members 
Entering Unmasked Estep 
Score: -24112834.000000 Penalty: 6035.228516
	Iteration 31Q: 3 clusters Score -2.411283e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 155119 members 
Entering Unmasked Estep 
Score: -24113818.000000 Penalty: 6035.228516
	Iteration 32Q: 3 clusters Score -2.411382e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 158118 members 
Entering Unmasked Estep 
Score: -24114758.000000 Penalty: 6035.228516
	Iteration 33Q: 3 clusters Score -2.411476e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 161164 members 
Entering Unmasked Estep 
Score: -24115834.000000 Penalty: 6035.228516
	Iteration 34Q: 3 clusters Score -2.411583e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 164135 members 
Entering Unmasked Estep 
Score: -24116516.000000 Penalty: 6035.228516
	Iteration 35Q: 3 clusters Score -2.411652e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 167012 members 
Entering Unmasked Estep 
Score: -24117114.000000 Penalty: 6035.228516
	Iteration 36Q: 3 clusters Score -2.411711e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 169780 members 
Entering Unmasked Estep 
Score: -24117698.000000 Penalty: 6035.228516
	Iteration 37Q: 3 clusters Score -2.41177e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 172382 members 
Entering Unmasked Estep 
Score: -24118294.000000 Penalty: 6035.228516
	Iteration 38Q: 3 clusters Score -2.411829e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 174660 members 
Entering Unmasked Estep 
Score: -24118642.000000 Penalty: 6035.228516
	Iteration 39Q: 3 clusters Score -2.411864e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 176760 members 
Entering Unmasked Estep 
Score: -24118862.000000 Penalty: 6035.228516
	Iteration 40F: 3 clusters Score -2.411886e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 178762 members 
Entering Unmasked Estep 
Score: -24119186.000000 Penalty: 6035.228516
	Iteration 41Q: 3 clusters Score -2.411919e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 180650 members 
Entering Unmasked Estep 
Score: -24119494.000000 Penalty: 6035.228516
	Iteration 42Q: 3 clusters Score -2.411949e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 182324 members 
Entering Unmasked Estep 
Score: -24119728.000000 Penalty: 6035.228516
	Iteration 43Q: 3 clusters Score -2.411973e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 183719 members 
Entering Unmasked Estep 
Score: -24119892.000000 Penalty: 6035.228516
	Iteration 44Q: 3 clusters Score -2.411989e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 184840 members 
Entering Unmasked Estep 
Score: -24120106.000000 Penalty: 6035.228516
	Iteration 45Q: 3 clusters Score -2.412011e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 185810 members 
Entering Unmasked Estep 
Score: -24120280.000000 Penalty: 6035.228516
	Iteration 46Q: 3 clusters Score -2.412028e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 186620 members 
Entering Unmasked Estep 
Score: -24120386.000000 Penalty: 6035.228516
	Iteration 47Q: 3 clusters Score -2.412039e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 187266 members 
Entering Unmasked Estep 
Score: -24120378.000000 Penalty: 6035.228516
	Iteration 48Q: 3 clusters Score -2.412038e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 187801 members 
Entering Unmasked Estep 
Score: -24120474.000000 Penalty: 6035.228516
	Iteration 49Q: 3 clusters Score -2.412047e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 188258 members 
Entering Unmasked Estep 
Score: -24120466.000000 Penalty: 6035.228516
	Iteration 50Q: 3 clusters Score -2.412047e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 188598 members 
Entering Unmasked Estep 
Score: -24120510.000000 Penalty: 6035.228516
	Iteration 51Q: 3 clusters Score -2.412051e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 188894 members 
Entering Unmasked Estep 
Score: -24120548.000000 Penalty: 6035.228516
	Iteration 52Q: 3 clusters Score -2.412055e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 189121 members 
Entering Unmasked Estep 
Score: -24120542.000000 Penalty: 6035.228516
	Iteration 53Q: 3 clusters Score -2.412054e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 189280 members 
Entering Unmasked Estep 
Score: -24120524.000000 Penalty: 6035.228516
	Iteration 54Q: 3 clusters Score -2.412052e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 189422 members 
Entering Unmasked Estep 
Score: -24120490.000000 Penalty: 6035.228516
	Iteration 55Q: 3 clusters Score -2.412049e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 189555 members 
Entering Unmasked Estep 
Score: -24120550.000000 Penalty: 6035.228516
	Iteration 56Q: 3 clusters Score -2.412055e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 189691 members 
Entering Unmasked Estep 
Score: -24120550.000000 Penalty: 6035.228516
	Iteration 57Q: 3 clusters Score -2.412055e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 189781 members 
Entering Unmasked Estep 
Score: -24120578.000000 Penalty: 6035.228516
	Iteration 58Q: 3 clusters Score -2.412058e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 189885 members 
Entering Unmasked Estep 
Score: -24120622.000000 Penalty: 6035.228516
	Iteration 59Q: 3 clusters Score -2.412062e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 189983 members 
Entering Unmasked Estep 
Score: -24120630.000000 Penalty: 6035.228516
	Iteration 60F: 3 clusters Score -2.412063e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 190064 members 
Entering Unmasked Estep 
Score: -24120656.000000 Penalty: 6035.228516
	Iteration 61Q: 3 clusters Score -2.412066e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 190128 members 
Entering Unmasked Estep 
Score: -24120714.000000 Penalty: 6035.228516
	Iteration 62Q: 3 clusters Score -2.412071e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 190190 members 
Entering Unmasked Estep 
Score: -24120712.000000 Penalty: 6035.228516
	Iteration 63Q: 3 clusters Score -2.412071e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 190242 members 
Entering Unmasked Estep 
Score: -24120754.000000 Penalty: 6035.228516
	Iteration 64Q: 3 clusters Score -2.412075e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 190301 members 
Entering Unmasked Estep 
Score: -24120746.000000 Penalty: 6035.228516
	Iteration 65Q: 3 clusters Score -2.412075e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 190338 members 
Entering Unmasked Estep 
Score: -24120766.000000 Penalty: 6035.228516
	Iteration 66Q: 3 clusters Score -2.412077e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 190368 members 
Entering Unmasked Estep 
Score: -24120804.000000 Penalty: 6035.228516
	Iteration 67Q: 3 clusters Score -2.41208e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 190382 members 
Entering Unmasked Estep 
Score: -24120840.000000 Penalty: 6035.228516
	Iteration 68Q: 3 clusters Score -2.412084e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 190400 members 
Entering Unmasked Estep 
Score: -24120858.000000 Penalty: 6035.228516
	Iteration 69Q: 3 clusters Score -2.412086e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 190401 members 
Entering Unmasked Estep 
Score: -24120920.000000 Penalty: 6035.228516
	Iteration 70Q: 3 clusters Score -2.412092e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 190400 members 
Entering Unmasked Estep 
Score: -24120912.000000 Penalty: 6035.228516
	Iteration 71Q: 3 clusters Score -2.412091e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 190394 members 
Entering Unmasked Estep 
Score: -24120968.000000 Penalty: 6035.228516
	Iteration 72Q: 3 clusters Score -2.412097e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 190400 members 
Entering Unmasked Estep 
Score: -24120998.000000 Penalty: 6035.228516
	Iteration 73Q: 3 clusters Score -2.4121e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 190380 members 
Entering Unmasked Estep 
Score: -24121094.000000 Penalty: 6035.228516
	Iteration 74Q: 3 clusters Score -2.412109e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 190364 members 
Entering Unmasked Estep 
Score: -24121096.000000 Penalty: 6035.228516
	Iteration 75Q: 3 clusters Score -2.41211e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 190326 members 
Entering Unmasked Estep 
Score: -24121106.000000 Penalty: 6035.228516
	Iteration 76Q: 3 clusters Score -2.412111e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 190305 members 
Entering Unmasked Estep 
Score: -24121088.000000 Penalty: 6035.228516
	Iteration 77Q: 3 clusters Score -2.412109e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 190281 members 
Entering Unmasked Estep 
Score: -24121122.000000 Penalty: 6035.228516
	Iteration 78Q: 3 clusters Score -2.412112e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 190259 members 
Entering Unmasked Estep 
Score: -24121088.000000 Penalty: 6035.228516
	Iteration 79Q: 3 clusters Score -2.412109e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 190240 members 
Entering Unmasked Estep 
Score: -24121118.000000 Penalty: 6035.228516
	Iteration 80F: 3 clusters Score -2.412112e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 190206 members 
Entering Unmasked Estep 
Score: -24121162.000000 Penalty: 6035.228516
	Iteration 81Q: 3 clusters Score -2.412116e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 190175 members 
Entering Unmasked Estep 
Score: -24121200.000000 Penalty: 6035.228516
	Iteration 82Q: 3 clusters Score -2.41212e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 190150 members 
Entering Unmasked Estep 
Score: -24121250.000000 Penalty: 6035.228516
	Iteration 83Q: 3 clusters Score -2.412125e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 190125 members 
Entering Unmasked Estep 
Score: -24121282.000000 Penalty: 6035.228516
	Iteration 84Q: 3 clusters Score -2.412128e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 190084 members 
Entering Unmasked Estep 
Score: -24121306.000000 Penalty: 6035.228516
	Iteration 85Q: 3 clusters Score -2.412131e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 190049 members 
Entering Unmasked Estep 
Score: -24121334.000000 Penalty: 6035.228516
	Iteration 86Q: 3 clusters Score -2.412133e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 190017 members 
Entering Unmasked Estep 
Score: -24121356.000000 Penalty: 6035.228516
	Iteration 87Q: 3 clusters Score -2.412136e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 189981 members 
Entering Unmasked Estep 
Score: -24121350.000000 Penalty: 6035.228516
	Iteration 88Q: 3 clusters Score -2.412135e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 189953 members 
Entering Unmasked Estep 
Score: -24121354.000000 Penalty: 6035.228516
	Iteration 89Q: 3 clusters Score -2.412135e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 189928 members 
Entering Unmasked Estep 
Score: -24121342.000000 Penalty: 6035.228516
	Iteration 90Q: 3 clusters Score -2.412134e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 189900 members 
Entering Unmasked Estep 
Score: -24121326.000000 Penalty: 6035.228516
	Iteration 91Q: 3 clusters Score -2.412133e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 189876 members 
Entering Unmasked Estep 
Score: -24121346.000000 Penalty: 6035.228516
	Iteration 92Q: 3 clusters Score -2.412135e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 189855 members 
Entering Unmasked Estep 
Score: -24121322.000000 Penalty: 6035.228516
	Iteration 93Q: 3 clusters Score -2.412132e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 189834 members 
Entering Unmasked Estep 
Score: -24121316.000000 Penalty: 6035.228516
	Iteration 94Q: 3 clusters Score -2.412132e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 189814 members 
Entering Unmasked Estep 
Score: -24121324.000000 Penalty: 6035.228516
	Iteration 95Q: 3 clusters Score -2.412132e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 189796 members 
Entering Unmasked Estep 
Score: -24121324.000000 Penalty: 6035.228516
	Iteration 96Q: 3 clusters Score -2.412132e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 189784 members 
Entering Unmasked Estep 
Score: -24121340.000000 Penalty: 6035.228516
	Iteration 97Q: 3 clusters Score -2.412134e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 189774 members 
Entering Unmasked Estep 
Score: -24121342.000000 Penalty: 6035.228516
	Iteration 98Q: 3 clusters Score -2.412134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 189765 members 
Entering Unmasked Estep 
Score: -24121348.000000 Penalty: 6035.228516
	Iteration 99Q: 3 clusters Score -2.412135e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 189760 members 
Entering Unmasked Estep 
Score: -24121356.000000 Penalty: 6035.228516
	Iteration 100F: 3 clusters Score -2.412136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 189758 members 
Entering Unmasked Estep 
Score: -24121362.000000 Penalty: 6035.228516
	Iteration 101Q: 3 clusters Score -2.412136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 189759 members 
Entering Unmasked Estep 
Score: -24121370.000000 Penalty: 6035.228516
	Iteration 102Q: 3 clusters Score -2.412137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 189754 members 
Entering Unmasked Estep 
Score: -24121354.000000 Penalty: 6035.228516
	Iteration 103Q: 3 clusters Score -2.412135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 189748 members 
Entering Unmasked Estep 
Score: -24121360.000000 Penalty: 6035.228516
	Iteration 104Q: 3 clusters Score -2.412136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 189744 members 
Entering Unmasked Estep 
Score: -24121344.000000 Penalty: 6035.228516
	Iteration 105Q: 3 clusters Score -2.412134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 189739 members 
Entering Unmasked Estep 
Score: -24121364.000000 Penalty: 6035.228516
	Iteration 106Q: 3 clusters Score -2.412136e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 189725 members 
Entering Unmasked Estep 
Score: -24121370.000000 Penalty: 6035.228516
	Iteration 107Q: 3 clusters Score -2.412137e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 189713 members 
Entering Unmasked Estep 
Score: -24121382.000000 Penalty: 6035.228516
	Iteration 108Q: 3 clusters Score -2.412138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 189704 members 
Entering Unmasked Estep 
Score: -24121402.000000 Penalty: 6035.228516
	Iteration 109Q: 3 clusters Score -2.41214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 189703 members 
Entering Unmasked Estep 
Score: -24121380.000000 Penalty: 6035.228516
	Iteration 110Q: 3 clusters Score -2.412138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 189700 members 
Entering Unmasked Estep 
Score: -24121400.000000 Penalty: 6035.228516
	Iteration 111Q: 3 clusters Score -2.41214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 189700 members 
Entering Unmasked Estep 
Score: -24121392.000000 Penalty: 6035.228516
	Iteration 112Q: 3 clusters Score -2.412139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 189697 members 
Entering Unmasked Estep 
Score: -24121398.000000 Penalty: 6035.228516
	Iteration 113Q: 3 clusters Score -2.41214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 189695 members 
Entering Unmasked Estep 
Score: -24121398.000000 Penalty: 6035.228516
	Iteration 114Q: 3 clusters Score -2.41214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 189692 members 
Entering Unmasked Estep 
Score: -24121374.000000 Penalty: 6035.228516
	Iteration 115Q: 3 clusters Score -2.412137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 189687 members 
Entering Unmasked Estep 
Score: -24121386.000000 Penalty: 6035.228516
	Iteration 116Q: 3 clusters Score -2.412139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 189686 members 
Entering Unmasked Estep 
Score: -24121388.000000 Penalty: 6035.228516
	Iteration 117Q: 3 clusters Score -2.412139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 189684 members 
Entering Unmasked Estep 
Score: -24121372.000000 Penalty: 6035.228516
	Iteration 118Q: 3 clusters Score -2.412137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 189683 members 
Entering Unmasked Estep 
Score: -24121396.000000 Penalty: 6035.228516
	Iteration 119Q: 3 clusters Score -2.41214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 189684 members 
Entering Unmasked Estep 
Score: -24121384.000000 Penalty: 6035.228516
	Iteration 120F: 3 clusters Score -2.412138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 189683 members 
Entering Unmasked Estep 
Score: -24121382.000000 Penalty: 6035.228516
	Iteration 121Q: 3 clusters Score -2.412138e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 189683 members 
Entering Unmasked Estep 
Score: -24121382.000000 Penalty: 6035.228516
	Iteration 122F: 3 clusters Score -2.412138e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Entering Unmasked Estep 
Score: -2001673.500000 Penalty: 2400.197754
	Iteration 0F: 2 clusters Score -2001674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1990215.625000 Penalty: 4800.395508
	Iteration 0F: 3 clusters Score -1990216 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1993865.000000 Penalty: 4800.395508
	Iteration 1F: 3 clusters Score -1993865 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1994340.500000 Penalty: 4800.395508
	Iteration 2F: 3 clusters Score -1994340 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1994812.250000 Penalty: 4800.395508
	Iteration 3F: 3 clusters Score -1994812 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1995325.000000 Penalty: 4800.395508
	Iteration 4F: 3 clusters Score -1995325 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1995978.375000 Penalty: 4800.395508
	Iteration 5F: 3 clusters Score -1995978 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1996650.250000 Penalty: 4800.395508
	Iteration 6F: 3 clusters Score -1996650 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1997240.125000 Penalty: 4800.395508
	Iteration 7F: 3 clusters Score -1997240 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1997818.750000 Penalty: 4800.395508
	Iteration 8Q: 3 clusters Score -1997819 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1998318.125000 Penalty: 4800.395508
	Iteration 9Q: 3 clusters Score -1998318 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1998709.625000 Penalty: 4800.395508
	Iteration 10Q: 3 clusters Score -1998710 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1999004.000000 Penalty: 4800.395508
	Iteration 11Q: 3 clusters Score -1999004 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1999193.000000 Penalty: 4800.395508
	Iteration 12Q: 3 clusters Score -1999193 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1999336.500000 Penalty: 4800.395508
	Iteration 13Q: 3 clusters Score -1999336 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1999414.250000 Penalty: 4800.395508
	Iteration 14Q: 3 clusters Score -1999414 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1999485.250000 Penalty: 4800.395508
	Iteration 15Q: 3 clusters Score -1999485 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1999527.000000 Penalty: 4800.395508
	Iteration 16Q: 3 clusters Score -1999527 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1999562.625000 Penalty: 4800.395508
	Iteration 17Q: 3 clusters Score -1999563 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1999603.000000 Penalty: 4800.395508
	Iteration 18Q: 3 clusters Score -1999603 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1999656.750000 Penalty: 4800.395508
	Iteration 19Q: 3 clusters Score -1999657 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1999705.500000 Penalty: 4800.395508
	Iteration 20F: 3 clusters Score -1999706 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1999737.750000 Penalty: 4800.395508
	Iteration 21Q: 3 clusters Score -1999738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1999763.250000 Penalty: 4800.395508
	Iteration 22Q: 3 clusters Score -1999763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1999803.750000 Penalty: 4800.395508
	Iteration 23Q: 3 clusters Score -1999804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1999840.000000 Penalty: 4800.395508
	Iteration 24Q: 3 clusters Score -1999840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1999863.625000 Penalty: 4800.395508
	Iteration 25Q: 3 clusters Score -1999864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1999879.000000 Penalty: 4800.395508
	Iteration 26Q: 3 clusters Score -1999879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1999892.000000 Penalty: 4800.395508
	Iteration 27Q: 3 clusters Score -1999892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1999901.750000 Penalty: 4800.395508
	Iteration 28Q: 3 clusters Score -1999902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1999912.000000 Penalty: 4800.395508
	Iteration 29Q: 3 clusters Score -1999912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1999921.750000 Penalty: 4800.395508
	Iteration 30Q: 3 clusters Score -1999922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1999929.125000 Penalty: 4800.395508
	Iteration 31Q: 3 clusters Score -1999929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1999935.000000 Penalty: 4800.395508
	Iteration 32Q: 3 clusters Score -1999935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1999940.875000 Penalty: 4800.395508
	Iteration 33Q: 3 clusters Score -1999941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1999936.125000 Penalty: 4800.395508
	Iteration 34Q: 3 clusters Score -1999936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1999936.125000 Penalty: 4800.395508
	Iteration 35F: 3 clusters Score -1999936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -80078.765625 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -80078.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -78478.390625 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -78478.39 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -79162.421875 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -79162.42 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -79708.242188 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -79708.24 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -80512.718750 Penalty: 3309.955811
	Iteration 3F: 3 clusters Score -80512.72 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -80810.750000 Penalty: 3309.955811
	Iteration 4Q: 3 clusters Score -80810.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -80966.125000 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -80966.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -80975.523438 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -80975.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -80975.523438 Penalty: 3309.955811
	Iteration 7F: 3 clusters Score -80975.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17376 members 
Mstep: Class 4 contains 10188 members 
Mstep: Class 5 contains 28445 members 
Mstep: Class 6 contains 192490 members 
Mstep: Class 7 contains 15966 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 43830 members 
Mstep: Class 10 contains 9167 members 
Mstep: Class 11 contains 19105 members 
Mstep: Class 12 contains 81498 members 
Mstep: Class 13 contains 9315 members 
Mstep: Class 14 contains 61506 members 
Mstep: Class 15 contains 3722 members 
Mstep: Class 16 contains 244767 members 
Mstep: Class 17 contains 211565 members 
Mstep: Class 18 contains 16386 members 
Mstep: Class 19 contains 11179 members 
Mstep: Class 20 contains 192391 members 
Mstep: Class 21 contains 2802 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 10919 members 
Mstep: Class 26 contains 20117 members 
Mstep: Class 27 contains 4001 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 523 members 
Entering Unmasked Estep 
Score: -154570832.000000 Penalty: 101103.531250
Splitting cluster 8 changes total score from -154571808.000000 to -154570832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (43830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Entering Unmasked Estep 
Score: -5305556.000000 Penalty: 2650.642334
	Iteration 0F: 2 clusters Score -5305556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -5275922.500000 Penalty: 5301.284668
	Iteration 0F: 3 clusters Score -5275922 nChanged 20256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -5287086.000000 Penalty: 5301.284668
	Iteration 1F: 3 clusters Score -5287086 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -5287639.500000 Penalty: 5301.284668
	Iteration 2Q: 3 clusters Score -5287640 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -5288217.000000 Penalty: 5301.284668
	Iteration 3Q: 3 clusters Score -5288217 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -5288903.000000 Penalty: 5301.284668
	Iteration 4Q: 3 clusters Score -5288903 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -5289851.500000 Penalty: 5301.284668
	Iteration 5Q: 3 clusters Score -5289852 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -5291228.000000 Penalty: 5301.284668
	Iteration 6F: 3 clusters Score -5291228 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -5293115.500000 Penalty: 5301.284668
	Iteration 7F: 3 clusters Score -5293116 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -5295408.000000 Penalty: 5301.284668
	Iteration 8F: 3 clusters Score -5295408 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -5297761.000000 Penalty: 5301.284668
	Iteration 9F: 3 clusters Score -5297761 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -5299720.000000 Penalty: 5301.284668
	Iteration 10F: 3 clusters Score -5299720 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -5301161.500000 Penalty: 5301.284668
	Iteration 11Q: 3 clusters Score -5301162 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -5302073.500000 Penalty: 5301.284668
	Iteration 12Q: 3 clusters Score -5302074 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -5302614.000000 Penalty: 5301.284668
	Iteration 13Q: 3 clusters Score -5302614 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -5302884.000000 Penalty: 5301.284668
	Iteration 14Q: 3 clusters Score -5302884 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -5303114.000000 Penalty: 5301.284668
	Iteration 15Q: 3 clusters Score -5303114 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -5303256.000000 Penalty: 5301.284668
	Iteration 16Q: 3 clusters Score -5303256 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -5303372.500000 Penalty: 5301.284668
	Iteration 17Q: 3 clusters Score -5303372 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -5303453.500000 Penalty: 5301.284668
	Iteration 18Q: 3 clusters Score -5303454 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -5303524.000000 Penalty: 5301.284668
	Iteration 19Q: 3 clusters Score -5303524 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -5303541.500000 Penalty: 5301.284668
	Iteration 20F: 3 clusters Score -5303542 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -5303568.000000 Penalty: 5301.284668
	Iteration 21Q: 3 clusters Score -5303568 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -5303607.500000 Penalty: 5301.284668
	Iteration 22Q: 3 clusters Score -5303608 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -5303654.000000 Penalty: 5301.284668
	Iteration 23Q: 3 clusters Score -5303654 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -5303690.000000 Penalty: 5301.284668
	Iteration 24Q: 3 clusters Score -5303690 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -5303720.500000 Penalty: 5301.284668
	Iteration 25Q: 3 clusters Score -5303720 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -5303752.000000 Penalty: 5301.284668
	Iteration 26Q: 3 clusters Score -5303752 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -5303807.500000 Penalty: 5301.284668
	Iteration 27Q: 3 clusters Score -5303808 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -5303904.500000 Penalty: 5301.284668
	Iteration 28Q: 3 clusters Score -5303904 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -5304106.500000 Penalty: 5301.284668
	Iteration 29Q: 3 clusters Score -5304106 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -5304358.500000 Penalty: 5301.284668
	Iteration 30Q: 3 clusters Score -5304358 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -5304528.000000 Penalty: 5301.284668
	Iteration 31Q: 3 clusters Score -5304528 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -5304649.500000 Penalty: 5301.284668
	Iteration 32Q: 3 clusters Score -5304650 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -5304689.000000 Penalty: 5301.284668
	Iteration 33Q: 3 clusters Score -5304689 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -5304693.000000 Penalty: 5301.284668
	Iteration 34Q: 3 clusters Score -5304693 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -5304722.500000 Penalty: 5301.284668
	Iteration 35Q: 3 clusters Score -5304722 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -5304732.500000 Penalty: 5301.284668
	Iteration 36Q: 3 clusters Score -5304732 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -5304755.000000 Penalty: 5301.284668
	Iteration 37Q: 3 clusters Score -5304755 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -5304771.000000 Penalty: 5301.284668
	Iteration 38Q: 3 clusters Score -5304771 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -5304771.500000 Penalty: 5301.284668
	Iteration 39Q: 3 clusters Score -5304772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -5304771.500000 Penalty: 5301.284668
	Iteration 40F: 3 clusters Score -5304772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -5304772.500000 Penalty: 5301.284668
	Iteration 41Q: 3 clusters Score -5304772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -5304781.000000 Penalty: 5301.284668
	Iteration 42Q: 3 clusters Score -5304781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -5304785.000000 Penalty: 5301.284668
	Iteration 43Q: 3 clusters Score -5304785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -5304787.500000 Penalty: 5301.284668
	Iteration 44Q: 3 clusters Score -5304788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -5304783.000000 Penalty: 5301.284668
	Iteration 45Q: 3 clusters Score -5304783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -5304782.000000 Penalty: 5301.284668
	Iteration 46Q: 3 clusters Score -5304782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -5304782.000000 Penalty: 5301.284668
	Iteration 47Q: 3 clusters Score -5304782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -5304790.000000 Penalty: 5301.284668
	Iteration 48Q: 3 clusters Score -5304790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -5304800.500000 Penalty: 5301.284668
	Iteration 49Q: 3 clusters Score -5304800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -5304804.500000 Penalty: 5301.284668
	Iteration 50Q: 3 clusters Score -5304804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -5304807.000000 Penalty: 5301.284668
	Iteration 51Q: 3 clusters Score -5304807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -5304809.000000 Penalty: 5301.284668
	Iteration 52Q: 3 clusters Score -5304809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -5304811.000000 Penalty: 5301.284668
	Iteration 53Q: 3 clusters Score -5304811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -5304812.500000 Penalty: 5301.284668
	Iteration 54Q: 3 clusters Score -5304812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -5304806.500000 Penalty: 5301.284668
	Iteration 55Q: 3 clusters Score -5304806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -5304805.000000 Penalty: 5301.284668
	Iteration 56Q: 3 clusters Score -5304805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -5304804.500000 Penalty: 5301.284668
	Iteration 57Q: 3 clusters Score -5304804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -5304804.500000 Penalty: 5301.284668
	Iteration 58F: 3 clusters Score -5304804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Entering Unmasked Estep 
Score: -1082451.375000 Penalty: 2262.594727
	Iteration 0F: 2 clusters Score -1082451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1075317.375000 Penalty: 4525.189453
	Iteration 0F: 3 clusters Score -1075317 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1077429.250000 Penalty: 4525.189453
	Iteration 1F: 3 clusters Score -1077429 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1077816.750000 Penalty: 4525.189453
	Iteration 2F: 3 clusters Score -1077817 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1078258.250000 Penalty: 4525.189453
	Iteration 3F: 3 clusters Score -1078258 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1078804.250000 Penalty: 4525.189453
	Iteration 4F: 3 clusters Score -1078804 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1079396.375000 Penalty: 4525.189453
	Iteration 5F: 3 clusters Score -1079396 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1079909.250000 Penalty: 4525.189453
	Iteration 6F: 3 clusters Score -1079909 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1080358.500000 Penalty: 4525.189453
	Iteration 7F: 3 clusters Score -1080358 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1080695.500000 Penalty: 4525.189453
	Iteration 8Q: 3 clusters Score -1080696 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1080926.875000 Penalty: 4525.189453
	Iteration 9Q: 3 clusters Score -1080927 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1081088.375000 Penalty: 4525.189453
	Iteration 10Q: 3 clusters Score -1081088 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1081233.375000 Penalty: 4525.189453
	Iteration 11Q: 3 clusters Score -1081233 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1081326.125000 Penalty: 4525.189453
	Iteration 12Q: 3 clusters Score -1081326 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1081376.375000 Penalty: 4525.189453
	Iteration 13Q: 3 clusters Score -1081376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1081416.375000 Penalty: 4525.189453
	Iteration 14Q: 3 clusters Score -1081416 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1081451.000000 Penalty: 4525.189453
	Iteration 15Q: 3 clusters Score -1081451 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1081479.500000 Penalty: 4525.189453
	Iteration 16Q: 3 clusters Score -1081480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1081516.000000 Penalty: 4525.189453
	Iteration 17Q: 3 clusters Score -1081516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1081546.250000 Penalty: 4525.189453
	Iteration 18Q: 3 clusters Score -1081546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1081565.750000 Penalty: 4525.189453
	Iteration 19Q: 3 clusters Score -1081566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1081570.375000 Penalty: 4525.189453
	Iteration 20F: 3 clusters Score -1081570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1081577.250000 Penalty: 4525.189453
	Iteration 21Q: 3 clusters Score -1081577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1081580.625000 Penalty: 4525.189453
	Iteration 22Q: 3 clusters Score -1081581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1081586.125000 Penalty: 4525.189453
	Iteration 23Q: 3 clusters Score -1081586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1081588.750000 Penalty: 4525.189453
	Iteration 24Q: 3 clusters Score -1081589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1081590.750000 Penalty: 4525.189453
	Iteration 25Q: 3 clusters Score -1081591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1081592.125000 Penalty: 4525.189453
	Iteration 26Q: 3 clusters Score -1081592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1081593.000000 Penalty: 4525.189453
	Iteration 27Q: 3 clusters Score -1081593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1081592.625000 Penalty: 4525.189453
	Iteration 28Q: 3 clusters Score -1081593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1081592.750000 Penalty: 4525.189453
	Iteration 29Q: 3 clusters Score -1081593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1081593.000000 Penalty: 4525.189453
	Iteration 30Q: 3 clusters Score -1081593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1081593.000000 Penalty: 4525.189453
	Iteration 31F: 3 clusters Score -1081593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Entering Unmasked Estep 
Score: -2145861.750000 Penalty: 2444.710938
	Iteration 0F: 2 clusters Score -2145862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2132439.500000 Penalty: 4889.421875
	Iteration 0F: 3 clusters Score -2132440 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2137093.500000 Penalty: 4889.421875
	Iteration 1F: 3 clusters Score -2137094 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2137586.750000 Penalty: 4889.421875
	Iteration 2F: 3 clusters Score -2137587 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2138065.250000 Penalty: 4889.421875
	Iteration 3Q: 3 clusters Score -2138065 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2138516.000000 Penalty: 4889.421875
	Iteration 4Q: 3 clusters Score -2138516 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2139014.750000 Penalty: 4889.421875
	Iteration 5Q: 3 clusters Score -2139015 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2139667.750000 Penalty: 4889.421875
	Iteration 6F: 3 clusters Score -2139668 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2140385.500000 Penalty: 4889.421875
	Iteration 7F: 3 clusters Score -2140386 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2141119.500000 Penalty: 4889.421875
	Iteration 8F: 3 clusters Score -2141120 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2141810.750000 Penalty: 4889.421875
	Iteration 9Q: 3 clusters Score -2141811 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2142391.250000 Penalty: 4889.421875
	Iteration 10Q: 3 clusters Score -2142391 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2142867.000000 Penalty: 4889.421875
	Iteration 11Q: 3 clusters Score -2142867 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2143213.250000 Penalty: 4889.421875
	Iteration 12Q: 3 clusters Score -2143213 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2143479.750000 Penalty: 4889.421875
	Iteration 13Q: 3 clusters Score -2143480 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2143702.250000 Penalty: 4889.421875
	Iteration 14Q: 3 clusters Score -2143702 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2143842.500000 Penalty: 4889.421875
	Iteration 15Q: 3 clusters Score -2143842 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2143945.750000 Penalty: 4889.421875
	Iteration 16Q: 3 clusters Score -2143946 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2144019.000000 Penalty: 4889.421875
	Iteration 17Q: 3 clusters Score -2144019 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2144075.500000 Penalty: 4889.421875
	Iteration 18Q: 3 clusters Score -2144076 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2144109.250000 Penalty: 4889.421875
	Iteration 19Q: 3 clusters Score -2144109 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2144137.250000 Penalty: 4889.421875
	Iteration 20F: 3 clusters Score -2144137 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2144167.250000 Penalty: 4889.421875
	Iteration 21Q: 3 clusters Score -2144167 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2144192.000000 Penalty: 4889.421875
	Iteration 22Q: 3 clusters Score -2144192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2144201.250000 Penalty: 4889.421875
	Iteration 23Q: 3 clusters Score -2144201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2144205.250000 Penalty: 4889.421875
	Iteration 24Q: 3 clusters Score -2144205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2144211.000000 Penalty: 4889.421875
	Iteration 25Q: 3 clusters Score -2144211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2144208.750000 Penalty: 4889.421875
	Iteration 26Q: 3 clusters Score -2144209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2144209.250000 Penalty: 4889.421875
	Iteration 27Q: 3 clusters Score -2144209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2144210.750000 Penalty: 4889.421875
	Iteration 28Q: 3 clusters Score -2144211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2144210.750000 Penalty: 4889.421875
	Iteration 29F: 3 clusters Score -2144211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (81498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81498 members 
Entering Unmasked Estep 
Score: -9860803.000000 Penalty: 2804.466797
	Iteration 0F: 2 clusters Score -9860803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -9806025.000000 Penalty: 5608.933594
	Iteration 0F: 3 clusters Score -9806025 nChanged 38354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -9827863.000000 Penalty: 5608.933594
	Iteration 1F: 3 clusters Score -9827863 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -9828498.000000 Penalty: 5608.933594
	Iteration 2Q: 3 clusters Score -9828498 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -9829086.000000 Penalty: 5608.933594
	Iteration 3Q: 3 clusters Score -9829086 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -9829705.000000 Penalty: 5608.933594
	Iteration 4Q: 3 clusters Score -9829705 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -9830431.000000 Penalty: 5608.933594
	Iteration 5Q: 3 clusters Score -9830431 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -9831371.000000 Penalty: 5608.933594
	Iteration 6Q: 3 clusters Score -9831371 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -9832311.000000 Penalty: 5608.933594
	Iteration 7Q: 3 clusters Score -9832311 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -9833602.000000 Penalty: 5608.933594
	Iteration 8Q: 3 clusters Score -9833602 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -9835308.000000 Penalty: 5608.933594
	Iteration 9Q: 3 clusters Score -9835308 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -9837454.000000 Penalty: 5608.933594
	Iteration 10Q: 3 clusters Score -9837454 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -9839666.000000 Penalty: 5608.933594
	Iteration 11F: 3 clusters Score -9839666 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -9841816.000000 Penalty: 5608.933594
	Iteration 12Q: 3 clusters Score -9841816 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 55041 members 
Entering Unmasked Estep 
Score: -9843693.000000 Penalty: 5608.933594
	Iteration 13Q: 3 clusters Score -9843693 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 56625 members 
Entering Unmasked Estep 
Score: -9845320.000000 Penalty: 5608.933594
	Iteration 14Q: 3 clusters Score -9845320 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -9846801.000000 Penalty: 5608.933594
	Iteration 15Q: 3 clusters Score -9846801 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -9847840.000000 Penalty: 5608.933594
	Iteration 16Q: 3 clusters Score -9847840 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -9848624.000000 Penalty: 5608.933594
	Iteration 17Q: 3 clusters Score -9848624 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 62025 members 
Entering Unmasked Estep 
Score: -9849398.000000 Penalty: 5608.933594
	Iteration 18Q: 3 clusters Score -9849398 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -9850089.000000 Penalty: 5608.933594
	Iteration 19Q: 3 clusters Score -9850089 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 64776 members 
Entering Unmasked Estep 
Score: -9850904.000000 Penalty: 5608.933594
	Iteration 20F: 3 clusters Score -9850904 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 66127 members 
Entering Unmasked Estep 
Score: -9851662.000000 Penalty: 5608.933594
	Iteration 21Q: 3 clusters Score -9851662 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 67420 members 
Entering Unmasked Estep 
Score: -9852386.000000 Penalty: 5608.933594
	Iteration 22Q: 3 clusters Score -9852386 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 68618 members 
Entering Unmasked Estep 
Score: -9852994.000000 Penalty: 5608.933594
	Iteration 23Q: 3 clusters Score -9852994 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 69810 members 
Entering Unmasked Estep 
Score: -9853663.000000 Penalty: 5608.933594
	Iteration 24Q: 3 clusters Score -9853663 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 70924 members 
Entering Unmasked Estep 
Score: -9854293.000000 Penalty: 5608.933594
	Iteration 25Q: 3 clusters Score -9854293 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 71929 members 
Entering Unmasked Estep 
Score: -9854852.000000 Penalty: 5608.933594
	Iteration 26Q: 3 clusters Score -9854852 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 72843 members 
Entering Unmasked Estep 
Score: -9855327.000000 Penalty: 5608.933594
	Iteration 27Q: 3 clusters Score -9855327 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 73677 members 
Entering Unmasked Estep 
Score: -9855702.000000 Penalty: 5608.933594
	Iteration 28Q: 3 clusters Score -9855702 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 74412 members 
Entering Unmasked Estep 
Score: -9856054.000000 Penalty: 5608.933594
	Iteration 29Q: 3 clusters Score -9856054 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 75074 members 
Entering Unmasked Estep 
Score: -9856354.000000 Penalty: 5608.933594
	Iteration 30Q: 3 clusters Score -9856354 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -9856632.000000 Penalty: 5608.933594
	Iteration 31Q: 3 clusters Score -9856632 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 76197 members 
Entering Unmasked Estep 
Score: -9856887.000000 Penalty: 5608.933594
	Iteration 32Q: 3 clusters Score -9856887 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 76675 members 
Entering Unmasked Estep 
Score: -9857101.000000 Penalty: 5608.933594
	Iteration 33Q: 3 clusters Score -9857101 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 77120 members 
Entering Unmasked Estep 
Score: -9857324.000000 Penalty: 5608.933594
	Iteration 34Q: 3 clusters Score -9857324 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 77483 members 
Entering Unmasked Estep 
Score: -9857464.000000 Penalty: 5608.933594
	Iteration 35Q: 3 clusters Score -9857464 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 77840 members 
Entering Unmasked Estep 
Score: -9857640.000000 Penalty: 5608.933594
	Iteration 36Q: 3 clusters Score -9857640 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 78113 members 
Entering Unmasked Estep 
Score: -9857799.000000 Penalty: 5608.933594
	Iteration 37Q: 3 clusters Score -9857799 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 78348 members 
Entering Unmasked Estep 
Score: -9857906.000000 Penalty: 5608.933594
	Iteration 38Q: 3 clusters Score -9857906 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 78544 members 
Entering Unmasked Estep 
Score: -9857981.000000 Penalty: 5608.933594
	Iteration 39Q: 3 clusters Score -9857981 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 78717 members 
Entering Unmasked Estep 
Score: -9858048.000000 Penalty: 5608.933594
	Iteration 40F: 3 clusters Score -9858048 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 78885 members 
Entering Unmasked Estep 
Score: -9858081.000000 Penalty: 5608.933594
	Iteration 41Q: 3 clusters Score -9858081 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 79017 members 
Entering Unmasked Estep 
Score: -9858094.000000 Penalty: 5608.933594
	Iteration 42Q: 3 clusters Score -9858094 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 79133 members 
Entering Unmasked Estep 
Score: -9858133.000000 Penalty: 5608.933594
	Iteration 43Q: 3 clusters Score -9858133 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 79234 members 
Entering Unmasked Estep 
Score: -9858179.000000 Penalty: 5608.933594
	Iteration 44Q: 3 clusters Score -9858179 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 79317 members 
Entering Unmasked Estep 
Score: -9858220.000000 Penalty: 5608.933594
	Iteration 45Q: 3 clusters Score -9858220 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 79402 members 
Entering Unmasked Estep 
Score: -9858243.000000 Penalty: 5608.933594
	Iteration 46Q: 3 clusters Score -9858243 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 79483 members 
Entering Unmasked Estep 
Score: -9858302.000000 Penalty: 5608.933594
	Iteration 47Q: 3 clusters Score -9858302 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 79566 members 
Entering Unmasked Estep 
Score: -9858343.000000 Penalty: 5608.933594
	Iteration 48Q: 3 clusters Score -9858343 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 79633 members 
Entering Unmasked Estep 
Score: -9858371.000000 Penalty: 5608.933594
	Iteration 49Q: 3 clusters Score -9858371 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 79709 members 
Entering Unmasked Estep 
Score: -9858417.000000 Penalty: 5608.933594
	Iteration 50Q: 3 clusters Score -9858417 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -9858420.000000 Penalty: 5608.933594
	Iteration 51Q: 3 clusters Score -9858420 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 79827 members 
Entering Unmasked Estep 
Score: -9858443.000000 Penalty: 5608.933594
	Iteration 52Q: 3 clusters Score -9858443 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 79862 members 
Entering Unmasked Estep 
Score: -9858460.000000 Penalty: 5608.933594
	Iteration 53Q: 3 clusters Score -9858460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 79900 members 
Entering Unmasked Estep 
Score: -9858470.000000 Penalty: 5608.933594
	Iteration 54Q: 3 clusters Score -9858470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 79935 members 
Entering Unmasked Estep 
Score: -9858474.000000 Penalty: 5608.933594
	Iteration 55Q: 3 clusters Score -9858474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 79969 members 
Entering Unmasked Estep 
Score: -9858479.000000 Penalty: 5608.933594
	Iteration 56Q: 3 clusters Score -9858479 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 79997 members 
Entering Unmasked Estep 
Score: -9858482.000000 Penalty: 5608.933594
	Iteration 57Q: 3 clusters Score -9858482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 80016 members 
Entering Unmasked Estep 
Score: -9858495.000000 Penalty: 5608.933594
	Iteration 58Q: 3 clusters Score -9858495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 80033 members 
Entering Unmasked Estep 
Score: -9858477.000000 Penalty: 5608.933594
	Iteration 59Q: 3 clusters Score -9858477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 80043 members 
Entering Unmasked Estep 
Score: -9858490.000000 Penalty: 5608.933594
	Iteration 60F: 3 clusters Score -9858490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 80054 members 
Entering Unmasked Estep 
Score: -9858494.000000 Penalty: 5608.933594
	Iteration 61Q: 3 clusters Score -9858494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 80062 members 
Entering Unmasked Estep 
Score: -9858493.000000 Penalty: 5608.933594
	Iteration 62Q: 3 clusters Score -9858493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 80071 members 
Entering Unmasked Estep 
Score: -9858491.000000 Penalty: 5608.933594
	Iteration 63Q: 3 clusters Score -9858491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 80074 members 
Entering Unmasked Estep 
Score: -9858485.000000 Penalty: 5608.933594
	Iteration 64Q: 3 clusters Score -9858485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 80078 members 
Entering Unmasked Estep 
Score: -9858494.000000 Penalty: 5608.933594
	Iteration 65Q: 3 clusters Score -9858494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 80085 members 
Entering Unmasked Estep 
Score: -9858498.000000 Penalty: 5608.933594
	Iteration 66Q: 3 clusters Score -9858498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 80096 members 
Entering Unmasked Estep 
Score: -9858496.000000 Penalty: 5608.933594
	Iteration 67Q: 3 clusters Score -9858496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 80103 members 
Entering Unmasked Estep 
Score: -9858496.000000 Penalty: 5608.933594
	Iteration 68Q: 3 clusters Score -9858496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 80112 members 
Entering Unmasked Estep 
Score: -9858503.000000 Penalty: 5608.933594
	Iteration 69Q: 3 clusters Score -9858503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 80120 members 
Entering Unmasked Estep 
Score: -9858519.000000 Penalty: 5608.933594
	Iteration 70Q: 3 clusters Score -9858519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 80125 members 
Entering Unmasked Estep 
Score: -9858510.000000 Penalty: 5608.933594
	Iteration 71Q: 3 clusters Score -9858510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 80131 members 
Entering Unmasked Estep 
Score: -9858495.000000 Penalty: 5608.933594
	Iteration 72Q: 3 clusters Score -9858495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 80139 members 
Entering Unmasked Estep 
Score: -9858503.000000 Penalty: 5608.933594
	Iteration 73Q: 3 clusters Score -9858503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 80145 members 
Entering Unmasked Estep 
Score: -9858506.000000 Penalty: 5608.933594
	Iteration 74Q: 3 clusters Score -9858506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 80151 members 
Entering Unmasked Estep 
Score: -9858518.000000 Penalty: 5608.933594
	Iteration 75Q: 3 clusters Score -9858518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 80159 members 
Entering Unmasked Estep 
Score: -9858512.000000 Penalty: 5608.933594
	Iteration 76Q: 3 clusters Score -9858512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 80162 members 
Entering Unmasked Estep 
Score: -9858524.000000 Penalty: 5608.933594
	Iteration 77Q: 3 clusters Score -9858524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 80169 members 
Entering Unmasked Estep 
Score: -9858521.000000 Penalty: 5608.933594
	Iteration 78Q: 3 clusters Score -9858521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 80175 members 
Entering Unmasked Estep 
Score: -9858526.000000 Penalty: 5608.933594
	Iteration 79Q: 3 clusters Score -9858526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 80182 members 
Entering Unmasked Estep 
Score: -9858525.000000 Penalty: 5608.933594
	Iteration 80F: 3 clusters Score -9858525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 80185 members 
Entering Unmasked Estep 
Score: -9858531.000000 Penalty: 5608.933594
	Iteration 81Q: 3 clusters Score -9858531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 80188 members 
Entering Unmasked Estep 
Score: -9858526.000000 Penalty: 5608.933594
	Iteration 82Q: 3 clusters Score -9858526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 80192 members 
Entering Unmasked Estep 
Score: -9858533.000000 Penalty: 5608.933594
	Iteration 83Q: 3 clusters Score -9858533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 80194 members 
Entering Unmasked Estep 
Score: -9858531.000000 Penalty: 5608.933594
	Iteration 84Q: 3 clusters Score -9858531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 80196 members 
Entering Unmasked Estep 
Score: -9858529.000000 Penalty: 5608.933594
	Iteration 85Q: 3 clusters Score -9858529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 80199 members 
Entering Unmasked Estep 
Score: -9858532.000000 Penalty: 5608.933594
	Iteration 86Q: 3 clusters Score -9858532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 80201 members 
Entering Unmasked Estep 
Score: -9858534.000000 Penalty: 5608.933594
	Iteration 87Q: 3 clusters Score -9858534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 80204 members 
Entering Unmasked Estep 
Score: -9858548.000000 Penalty: 5608.933594
	Iteration 88Q: 3 clusters Score -9858548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 80209 members 
Entering Unmasked Estep 
Score: -9858545.000000 Penalty: 5608.933594
	Iteration 89Q: 3 clusters Score -9858545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 80211 members 
Entering Unmasked Estep 
Score: -9858550.000000 Penalty: 5608.933594
	Iteration 90Q: 3 clusters Score -9858550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 80211 members 
Entering Unmasked Estep 
Score: -9858550.000000 Penalty: 5608.933594
	Iteration 91F: 3 clusters Score -9858550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Entering Unmasked Estep 
Score: -1032695.625000 Penalty: 2266.566650
	Iteration 0F: 2 clusters Score -1032696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1025531.062500 Penalty: 4533.133301
	Iteration 0F: 3 clusters Score -1025531 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1027635.187500 Penalty: 4533.133301
	Iteration 1F: 3 clusters Score -1027635 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1027961.812500 Penalty: 4533.133301
	Iteration 2F: 3 clusters Score -1027962 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1028225.250000 Penalty: 4533.133301
	Iteration 3F: 3 clusters Score -1028225 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1028430.312500 Penalty: 4533.133301
	Iteration 4Q: 3 clusters Score -1028430 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1028626.000000 Penalty: 4533.133301
	Iteration 5Q: 3 clusters Score -1028626 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1028796.375000 Penalty: 4533.133301
	Iteration 6Q: 3 clusters Score -1028796 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1028960.375000 Penalty: 4533.133301
	Iteration 7Q: 3 clusters Score -1028960 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1029105.062500 Penalty: 4533.133301
	Iteration 8Q: 3 clusters Score -1029105 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1029240.812500 Penalty: 4533.133301
	Iteration 9Q: 3 clusters Score -1029241 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1029365.500000 Penalty: 4533.133301
	Iteration 10Q: 3 clusters Score -1029366 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1029484.375000 Penalty: 4533.133301
	Iteration 11Q: 3 clusters Score -1029484 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1029575.812500 Penalty: 4533.133301
	Iteration 12Q: 3 clusters Score -1029576 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1029656.250000 Penalty: 4533.133301
	Iteration 13Q: 3 clusters Score -1029656 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1029730.250000 Penalty: 4533.133301
	Iteration 14Q: 3 clusters Score -1029730 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1029796.687500 Penalty: 4533.133301
	Iteration 15Q: 3 clusters Score -1029797 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1029865.187500 Penalty: 4533.133301
	Iteration 16Q: 3 clusters Score -1029865 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1029928.312500 Penalty: 4533.133301
	Iteration 17Q: 3 clusters Score -1029928 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1029980.375000 Penalty: 4533.133301
	Iteration 18Q: 3 clusters Score -1029980 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1030016.625000 Penalty: 4533.133301
	Iteration 19Q: 3 clusters Score -1030017 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1030050.187500 Penalty: 4533.133301
	Iteration 20F: 3 clusters Score -1030050 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1030081.875000 Penalty: 4533.133301
	Iteration 21Q: 3 clusters Score -1030082 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1030116.062500 Penalty: 4533.133301
	Iteration 22Q: 3 clusters Score -1030116 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1030149.062500 Penalty: 4533.133301
	Iteration 23Q: 3 clusters Score -1030149 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1030175.125000 Penalty: 4533.133301
	Iteration 24Q: 3 clusters Score -1030175 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1030211.562500 Penalty: 4533.133301
	Iteration 25Q: 3 clusters Score -1030212 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1030237.250000 Penalty: 4533.133301
	Iteration 26Q: 3 clusters Score -1030237 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1030259.625000 Penalty: 4533.133301
	Iteration 27Q: 3 clusters Score -1030260 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1030275.187500 Penalty: 4533.133301
	Iteration 28Q: 3 clusters Score -1030275 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1030288.375000 Penalty: 4533.133301
	Iteration 29Q: 3 clusters Score -1030288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1030300.875000 Penalty: 4533.133301
	Iteration 30Q: 3 clusters Score -1030301 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1030313.437500 Penalty: 4533.133301
	Iteration 31Q: 3 clusters Score -1030313 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1030325.625000 Penalty: 4533.133301
	Iteration 32Q: 3 clusters Score -1030326 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1030334.687500 Penalty: 4533.133301
	Iteration 33Q: 3 clusters Score -1030335 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1030342.812500 Penalty: 4533.133301
	Iteration 34Q: 3 clusters Score -1030343 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1030351.000000 Penalty: 4533.133301
	Iteration 35Q: 3 clusters Score -1030351 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1030364.687500 Penalty: 4533.133301
	Iteration 36Q: 3 clusters Score -1030365 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1030369.750000 Penalty: 4533.133301
	Iteration 37Q: 3 clusters Score -1030370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1030374.125000 Penalty: 4533.133301
	Iteration 38Q: 3 clusters Score -1030374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1030374.812500 Penalty: 4533.133301
	Iteration 39Q: 3 clusters Score -1030375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1030379.437500 Penalty: 4533.133301
	Iteration 40F: 3 clusters Score -1030379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1030384.750000 Penalty: 4533.133301
	Iteration 41Q: 3 clusters Score -1030385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1030387.187500 Penalty: 4533.133301
	Iteration 42Q: 3 clusters Score -1030387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1030388.750000 Penalty: 4533.133301
	Iteration 43Q: 3 clusters Score -1030389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1030394.562500 Penalty: 4533.133301
	Iteration 44Q: 3 clusters Score -1030395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1030393.000000 Penalty: 4533.133301
	Iteration 45Q: 3 clusters Score -1030393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1030396.000000 Penalty: 4533.133301
	Iteration 46Q: 3 clusters Score -1030396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1030396.312500 Penalty: 4533.133301
	Iteration 47Q: 3 clusters Score -1030396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1030397.875000 Penalty: 4533.133301
	Iteration 48Q: 3 clusters Score -1030398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1030397.500000 Penalty: 4533.133301
	Iteration 49Q: 3 clusters Score -1030398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1030399.437500 Penalty: 4533.133301
	Iteration 50Q: 3 clusters Score -1030399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1030400.562500 Penalty: 4533.133301
	Iteration 51Q: 3 clusters Score -1030401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1030400.625000 Penalty: 4533.133301
	Iteration 52Q: 3 clusters Score -1030401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1030401.812500 Penalty: 4533.133301
	Iteration 53Q: 3 clusters Score -1030402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1030403.625000 Penalty: 4533.133301
	Iteration 54Q: 3 clusters Score -1030404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1030405.437500 Penalty: 4533.133301
	Iteration 55Q: 3 clusters Score -1030405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1030405.875000 Penalty: 4533.133301
	Iteration 56Q: 3 clusters Score -1030406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1030405.687500 Penalty: 4533.133301
	Iteration 57Q: 3 clusters Score -1030406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1030405.687500 Penalty: 4533.133301
	Iteration 58F: 3 clusters Score -1030406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (61506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61506 members 
Entering Unmasked Estep 
Score: -7720640.500000 Penalty: 2734.668701
	Iteration 0F: 2 clusters Score -7720640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -7679431.000000 Penalty: 5469.337402
	Iteration 0F: 3 clusters Score -7679431 nChanged 28612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -7695481.000000 Penalty: 5469.337402
	Iteration 1F: 3 clusters Score -7695481 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -7696213.500000 Penalty: 5469.337402
	Iteration 2Q: 3 clusters Score -7696214 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -7697228.500000 Penalty: 5469.337402
	Iteration 3Q: 3 clusters Score -7697228 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -7698521.000000 Penalty: 5469.337402
	Iteration 4Q: 3 clusters Score -7698521 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -7700685.000000 Penalty: 5469.337402
	Iteration 5F: 3 clusters Score -7700685 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -7703883.500000 Penalty: 5469.337402
	Iteration 6F: 3 clusters Score -7703884 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -7707969.500000 Penalty: 5469.337402
	Iteration 7F: 3 clusters Score -7707970 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -7711875.000000 Penalty: 5469.337402
	Iteration 8F: 3 clusters Score -7711875 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -7714642.000000 Penalty: 5469.337402
	Iteration 9F: 3 clusters Score -7714642 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -7716391.500000 Penalty: 5469.337402
	Iteration 10Q: 3 clusters Score -7716392 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55621 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -7717476.500000 Penalty: 5469.337402
	Iteration 11Q: 3 clusters Score -7717476 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -7718086.000000 Penalty: 5469.337402
	Iteration 12Q: 3 clusters Score -7718086 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -7718441.000000 Penalty: 5469.337402
	Iteration 13Q: 3 clusters Score -7718441 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57273 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -7718650.500000 Penalty: 5469.337402
	Iteration 14Q: 3 clusters Score -7718650 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -7718798.000000 Penalty: 5469.337402
	Iteration 15Q: 3 clusters Score -7718798 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57788 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -7718880.000000 Penalty: 5469.337402
	Iteration 16Q: 3 clusters Score -7718880 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -7718934.500000 Penalty: 5469.337402
	Iteration 17Q: 3 clusters Score -7718934 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58105 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -7719000.000000 Penalty: 5469.337402
	Iteration 18Q: 3 clusters Score -7719000 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58223 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -7719035.000000 Penalty: 5469.337402
	Iteration 19Q: 3 clusters Score -7719035 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -7719051.500000 Penalty: 5469.337402
	Iteration 20F: 3 clusters Score -7719052 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -7719041.500000 Penalty: 5469.337402
	Iteration 21Q: 3 clusters Score -7719042 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -7719062.000000 Penalty: 5469.337402
	Iteration 22Q: 3 clusters Score -7719062 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58508 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -7719080.500000 Penalty: 5469.337402
	Iteration 23Q: 3 clusters Score -7719080 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58564 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -7719078.000000 Penalty: 5469.337402
	Iteration 24Q: 3 clusters Score -7719078 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58607 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -7719084.000000 Penalty: 5469.337402
	Iteration 25Q: 3 clusters Score -7719084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -7719083.000000 Penalty: 5469.337402
	Iteration 26Q: 3 clusters Score -7719083 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58667 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -7719080.500000 Penalty: 5469.337402
	Iteration 27Q: 3 clusters Score -7719080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58673 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -7719082.500000 Penalty: 5469.337402
	Iteration 28Q: 3 clusters Score -7719082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -7719107.500000 Penalty: 5469.337402
	Iteration 29Q: 3 clusters Score -7719108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58713 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -7719095.000000 Penalty: 5469.337402
	Iteration 30Q: 3 clusters Score -7719095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -7719109.500000 Penalty: 5469.337402
	Iteration 31Q: 3 clusters Score -7719110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58728 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -7719102.500000 Penalty: 5469.337402
	Iteration 32Q: 3 clusters Score -7719102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -7719106.000000 Penalty: 5469.337402
	Iteration 33Q: 3 clusters Score -7719106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58745 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -7719111.500000 Penalty: 5469.337402
	Iteration 34Q: 3 clusters Score -7719112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -7719109.500000 Penalty: 5469.337402
	Iteration 35Q: 3 clusters Score -7719110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -7719116.500000 Penalty: 5469.337402
	Iteration 36Q: 3 clusters Score -7719116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58764 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -7719121.500000 Penalty: 5469.337402
	Iteration 37Q: 3 clusters Score -7719122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -7719125.500000 Penalty: 5469.337402
	Iteration 38Q: 3 clusters Score -7719126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58768 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -7719120.500000 Penalty: 5469.337402
	Iteration 39Q: 3 clusters Score -7719120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -7719118.000000 Penalty: 5469.337402
	Iteration 40F: 3 clusters Score -7719118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Entering Unmasked Estep 
Score: -365120.343750 Penalty: 2039.060059
	Iteration 0F: 2 clusters Score -365120.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -361514.250000 Penalty: 4078.120117
	Iteration 0F: 3 clusters Score -361514.2 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -362415.687500 Penalty: 4078.120117
	Iteration 1F: 3 clusters Score -362415.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -362684.968750 Penalty: 4078.120117
	Iteration 2F: 3 clusters Score -362685 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -362950.750000 Penalty: 4078.120117
	Iteration 3F: 3 clusters Score -362950.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -363256.031250 Penalty: 4078.120117
	Iteration 4F: 3 clusters Score -363256 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -363578.312500 Penalty: 4078.120117
	Iteration 5F: 3 clusters Score -363578.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -363858.406250 Penalty: 4078.120117
	Iteration 6F: 3 clusters Score -363858.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -364071.187500 Penalty: 4078.120117
	Iteration 7Q: 3 clusters Score -364071.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -364301.625000 Penalty: 4078.120117
	Iteration 8Q: 3 clusters Score -364301.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -364421.906250 Penalty: 4078.120117
	Iteration 9Q: 3 clusters Score -364421.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -364479.062500 Penalty: 4078.120117
	Iteration 10Q: 3 clusters Score -364479.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -364513.062500 Penalty: 4078.120117
	Iteration 11Q: 3 clusters Score -364513.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -364537.593750 Penalty: 4078.120117
	Iteration 12Q: 3 clusters Score -364537.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -364557.250000 Penalty: 4078.120117
	Iteration 13Q: 3 clusters Score -364557.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -364570.000000 Penalty: 4078.120117
	Iteration 14Q: 3 clusters Score -364570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -364576.750000 Penalty: 4078.120117
	Iteration 15Q: 3 clusters Score -364576.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -364579.875000 Penalty: 4078.120117
	Iteration 16Q: 3 clusters Score -364579.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -364581.406250 Penalty: 4078.120117
	Iteration 17Q: 3 clusters Score -364581.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -364583.125000 Penalty: 4078.120117
	Iteration 18Q: 3 clusters Score -364583.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -364583.937500 Penalty: 4078.120117
	Iteration 19Q: 3 clusters Score -364583.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -364613.375000 Penalty: 4078.120117
	Iteration 20F: 3 clusters Score -364613.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -364648.000000 Penalty: 4078.120117
	Iteration 21Q: 3 clusters Score -364648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -364668.031250 Penalty: 4078.120117
	Iteration 22Q: 3 clusters Score -364668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -364674.562500 Penalty: 4078.120117
	Iteration 23Q: 3 clusters Score -364674.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -364678.687500 Penalty: 4078.120117
	Iteration 24Q: 3 clusters Score -364678.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -364683.000000 Penalty: 4078.120117
	Iteration 25Q: 3 clusters Score -364683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -364686.593750 Penalty: 4078.120117
	Iteration 26Q: 3 clusters Score -364686.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -364689.406250 Penalty: 4078.120117
	Iteration 27Q: 3 clusters Score -364689.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -364689.718750 Penalty: 4078.120117
	Iteration 28Q: 3 clusters Score -364689.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -364689.968750 Penalty: 4078.120117
	Iteration 29Q: 3 clusters Score -364690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -364713.593750 Penalty: 4078.120117
	Iteration 30F: 3 clusters Score -364713.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -364734.937500 Penalty: 4078.120117
	Iteration 31Q: 3 clusters Score -364734.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -364742.781250 Penalty: 4078.120117
	Iteration 32Q: 3 clusters Score -364742.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -364745.687500 Penalty: 4078.120117
	Iteration 33Q: 3 clusters Score -364745.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -364749.468750 Penalty: 4078.120117
	Iteration 34Q: 3 clusters Score -364749.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -364753.968750 Penalty: 4078.120117
	Iteration 35Q: 3 clusters Score -364754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -364756.781250 Penalty: 4078.120117
	Iteration 36Q: 3 clusters Score -364756.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -364761.687500 Penalty: 4078.120117
	Iteration 37Q: 3 clusters Score -364761.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -364767.968750 Penalty: 4078.120117
	Iteration 38Q: 3 clusters Score -364768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -364770.218750 Penalty: 4078.120117
	Iteration 39Q: 3 clusters Score -364770.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -364771.000000 Penalty: 4078.120117
	Iteration 40F: 3 clusters Score -364771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -364771.156250 Penalty: 4078.120117
	Iteration 41Q: 3 clusters Score -364771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -364771.750000 Penalty: 4078.120117
	Iteration 42Q: 3 clusters Score -364771.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -364771.750000 Penalty: 4078.120117
	Iteration 43F: 3 clusters Score -364771.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (244767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244767 members 
Entering Unmasked Estep 
Score: -30359502.000000 Penalty: 3077.199463
	Iteration 0F: 2 clusters Score -3.03595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122433 members 
Mstep: Class 2 contains 122334 members 
Entering Unmasked Estep 
Score: -30200568.000000 Penalty: 6154.398926
	Iteration 0F: 3 clusters Score -3.020057e+07 nChanged 117944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123847 members 
Mstep: Class 2 contains 120920 members 
Entering Unmasked Estep 
Score: -30270554.000000 Penalty: 6154.398926
	Iteration 1F: 3 clusters Score -3.027055e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124986 members 
Mstep: Class 2 contains 119781 members 
Entering Unmasked Estep 
Score: -30272446.000000 Penalty: 6154.398926
	Iteration 2Q: 3 clusters Score -3.027245e+07 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127108 members 
Mstep: Class 2 contains 117659 members 
Entering Unmasked Estep 
Score: -30275592.000000 Penalty: 6154.398926
	Iteration 3Q: 3 clusters Score -3.027559e+07 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130555 members 
Mstep: Class 2 contains 114212 members 
Entering Unmasked Estep 
Score: -30280644.000000 Penalty: 6154.398926
	Iteration 4Q: 3 clusters Score -3.028064e+07 nChanged 13917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135914 members 
Mstep: Class 2 contains 108853 members 
Entering Unmasked Estep 
Score: -30288926.000000 Penalty: 6154.398926
	Iteration 5F: 3 clusters Score -3.028893e+07 nChanged 17308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143538 members 
Mstep: Class 2 contains 101229 members 
Entering Unmasked Estep 
Score: -30302318.000000 Penalty: 6154.398926
	Iteration 6F: 3 clusters Score -3.030232e+07 nChanged 18857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152109 members 
Mstep: Class 2 contains 92658 members 
Entering Unmasked Estep 
Score: -30318520.000000 Penalty: 6154.398926
	Iteration 7F: 3 clusters Score -3.031852e+07 nChanged 17188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159345 members 
Mstep: Class 2 contains 85422 members 
Entering Unmasked Estep 
Score: -30331230.000000 Penalty: 6154.398926
	Iteration 8F: 3 clusters Score -3.033123e+07 nChanged 12119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164236 members 
Mstep: Class 2 contains 80531 members 
Entering Unmasked Estep 
Score: -30337044.000000 Penalty: 6154.398926
	Iteration 9Q: 3 clusters Score -3.033704e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168205 members 
Mstep: Class 2 contains 76562 members 
Entering Unmasked Estep 
Score: -30339850.000000 Penalty: 6154.398926
	Iteration 10Q: 3 clusters Score -3.033985e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172025 members 
Mstep: Class 2 contains 72742 members 
Entering Unmasked Estep 
Score: -30342078.000000 Penalty: 6154.398926
	Iteration 11Q: 3 clusters Score -3.034208e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175854 members 
Mstep: Class 2 contains 68913 members 
Entering Unmasked Estep 
Score: -30344278.000000 Penalty: 6154.398926
	Iteration 12Q: 3 clusters Score -3.034428e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179687 members 
Mstep: Class 2 contains 65080 members 
Entering Unmasked Estep 
Score: -30346540.000000 Penalty: 6154.398926
	Iteration 13Q: 3 clusters Score -3.034654e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183352 members 
Mstep: Class 2 contains 61415 members 
Entering Unmasked Estep 
Score: -30348426.000000 Penalty: 6154.398926
	Iteration 14Q: 3 clusters Score -3.034843e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186904 members 
Mstep: Class 2 contains 57863 members 
Entering Unmasked Estep 
Score: -30350118.000000 Penalty: 6154.398926
	Iteration 15Q: 3 clusters Score -3.035012e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190364 members 
Mstep: Class 2 contains 54403 members 
Entering Unmasked Estep 
Score: -30351266.000000 Penalty: 6154.398926
	Iteration 16Q: 3 clusters Score -3.035127e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193660 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -30352298.000000 Penalty: 6154.398926
	Iteration 17Q: 3 clusters Score -3.03523e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196925 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -30353200.000000 Penalty: 6154.398926
	Iteration 18Q: 3 clusters Score -3.03532e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200235 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -30353780.000000 Penalty: 6154.398926
	Iteration 19Q: 3 clusters Score -3.035378e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203721 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -30354562.000000 Penalty: 6154.398926
	Iteration 20F: 3 clusters Score -3.035456e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207132 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -30355174.000000 Penalty: 6154.398926
	Iteration 21Q: 3 clusters Score -3.035517e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210470 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -30355712.000000 Penalty: 6154.398926
	Iteration 22Q: 3 clusters Score -3.035571e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213737 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -30356054.000000 Penalty: 6154.398926
	Iteration 23Q: 3 clusters Score -3.035605e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216942 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -30356534.000000 Penalty: 6154.398926
	Iteration 24Q: 3 clusters Score -3.035653e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220126 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -30356890.000000 Penalty: 6154.398926
	Iteration 25Q: 3 clusters Score -3.035689e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223095 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -30357118.000000 Penalty: 6154.398926
	Iteration 26Q: 3 clusters Score -3.035712e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225824 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -30357494.000000 Penalty: 6154.398926
	Iteration 27Q: 3 clusters Score -3.035749e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228290 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -30357690.000000 Penalty: 6154.398926
	Iteration 28Q: 3 clusters Score -3.035769e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230512 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -30358066.000000 Penalty: 6154.398926
	Iteration 29Q: 3 clusters Score -3.035807e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232481 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -30358364.000000 Penalty: 6154.398926
	Iteration 30Q: 3 clusters Score -3.035836e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234130 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -30358560.000000 Penalty: 6154.398926
	Iteration 31Q: 3 clusters Score -3.035856e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235552 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -30358632.000000 Penalty: 6154.398926
	Iteration 32Q: 3 clusters Score -3.035863e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236737 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -30358888.000000 Penalty: 6154.398926
	Iteration 33Q: 3 clusters Score -3.035889e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237770 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -30359002.000000 Penalty: 6154.398926
	Iteration 34Q: 3 clusters Score -3.0359e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238628 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -30358982.000000 Penalty: 6154.398926
	Iteration 35Q: 3 clusters Score -3.035898e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239354 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -30358914.000000 Penalty: 6154.398926
	Iteration 36Q: 3 clusters Score -3.035891e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239969 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -30358900.000000 Penalty: 6154.398926
	Iteration 37Q: 3 clusters Score -3.03589e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240477 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -30358866.000000 Penalty: 6154.398926
	Iteration 38Q: 3 clusters Score -3.035887e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240899 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -30358750.000000 Penalty: 6154.398926
	Iteration 39Q: 3 clusters Score -3.035875e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241244 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -30358698.000000 Penalty: 6154.398926
	Iteration 40F: 3 clusters Score -3.03587e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241523 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -30358658.000000 Penalty: 6154.398926
	Iteration 41Q: 3 clusters Score -3.035866e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241741 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -30358700.000000 Penalty: 6154.398926
	Iteration 42Q: 3 clusters Score -3.03587e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241904 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -30358722.000000 Penalty: 6154.398926
	Iteration 43Q: 3 clusters Score -3.035872e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242040 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -30358638.000000 Penalty: 6154.398926
	Iteration 44Q: 3 clusters Score -3.035864e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242150 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -30358726.000000 Penalty: 6154.398926
	Iteration 45Q: 3 clusters Score -3.035873e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242228 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -30358674.000000 Penalty: 6154.398926
	Iteration 46Q: 3 clusters Score -3.035867e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242303 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -30358618.000000 Penalty: 6154.398926
	Iteration 47Q: 3 clusters Score -3.035862e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242360 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -30358598.000000 Penalty: 6154.398926
	Iteration 48Q: 3 clusters Score -3.03586e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242407 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -30358578.000000 Penalty: 6154.398926
	Iteration 49Q: 3 clusters Score -3.035858e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242447 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -30358574.000000 Penalty: 6154.398926
	Iteration 50Q: 3 clusters Score -3.035857e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242483 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -30358534.000000 Penalty: 6154.398926
	Iteration 51Q: 3 clusters Score -3.035853e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242517 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -30358562.000000 Penalty: 6154.398926
	Iteration 52Q: 3 clusters Score -3.035856e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242548 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -30358556.000000 Penalty: 6154.398926
	Iteration 53Q: 3 clusters Score -3.035856e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242578 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -30358518.000000 Penalty: 6154.398926
	Iteration 54Q: 3 clusters Score -3.035852e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242606 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -30358518.000000 Penalty: 6154.398926
	Iteration 55Q: 3 clusters Score -3.035852e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242630 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -30358534.000000 Penalty: 6154.398926
	Iteration 56Q: 3 clusters Score -3.035853e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242650 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -30358518.000000 Penalty: 6154.398926
	Iteration 57Q: 3 clusters Score -3.035852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242662 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -30358496.000000 Penalty: 6154.398926
	Iteration 58Q: 3 clusters Score -3.03585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242670 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -30358482.000000 Penalty: 6154.398926
	Iteration 59Q: 3 clusters Score -3.035848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242681 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -30358460.000000 Penalty: 6154.398926
	Iteration 60F: 3 clusters Score -3.035846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242693 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -30358464.000000 Penalty: 6154.398926
	Iteration 61Q: 3 clusters Score -3.035846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242702 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -30358468.000000 Penalty: 6154.398926
	Iteration 62Q: 3 clusters Score -3.035847e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242714 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -30358458.000000 Penalty: 6154.398926
	Iteration 63Q: 3 clusters Score -3.035846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242724 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -30358438.000000 Penalty: 6154.398926
	Iteration 64Q: 3 clusters Score -3.035844e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242737 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -30358436.000000 Penalty: 6154.398926
	Iteration 65Q: 3 clusters Score -3.035844e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242750 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -30358408.000000 Penalty: 6154.398926
	Iteration 66Q: 3 clusters Score -3.035841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242759 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -30358406.000000 Penalty: 6154.398926
	Iteration 67Q: 3 clusters Score -3.035841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242767 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -30358442.000000 Penalty: 6154.398926
	Iteration 68Q: 3 clusters Score -3.035844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242778 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -30358416.000000 Penalty: 6154.398926
	Iteration 69Q: 3 clusters Score -3.035842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242786 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -30358422.000000 Penalty: 6154.398926
	Iteration 70Q: 3 clusters Score -3.035842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242791 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -30358420.000000 Penalty: 6154.398926
	Iteration 71Q: 3 clusters Score -3.035842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242792 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -30358426.000000 Penalty: 6154.398926
	Iteration 72Q: 3 clusters Score -3.035843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242792 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -30358426.000000 Penalty: 6154.398926
	Iteration 73F: 3 clusters Score -3.035843e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (211565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211565 members 
Entering Unmasked Estep 
Score: -26417176.000000 Penalty: 3041.047119
	Iteration 0F: 2 clusters Score -2.641718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105686 members 
Mstep: Class 2 contains 105879 members 
Entering Unmasked Estep 
Score: -26280114.000000 Penalty: 6082.094238
	Iteration 0F: 3 clusters Score -2.628011e+07 nChanged 102298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106306 members 
Mstep: Class 2 contains 105259 members 
Entering Unmasked Estep 
Score: -26340542.000000 Penalty: 6082.094238
	Iteration 1F: 3 clusters Score -2.634054e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106875 members 
Mstep: Class 2 contains 104690 members 
Entering Unmasked Estep 
Score: -26341934.000000 Penalty: 6082.094238
	Iteration 2Q: 3 clusters Score -2.634193e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107736 members 
Mstep: Class 2 contains 103829 members 
Entering Unmasked Estep 
Score: -26343888.000000 Penalty: 6082.094238
	Iteration 3Q: 3 clusters Score -2.634389e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109034 members 
Mstep: Class 2 contains 102531 members 
Entering Unmasked Estep 
Score: -26346652.000000 Penalty: 6082.094238
	Iteration 4Q: 3 clusters Score -2.634665e+07 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110870 members 
Mstep: Class 2 contains 100695 members 
Entering Unmasked Estep 
Score: -26350430.000000 Penalty: 6082.094238
	Iteration 5Q: 3 clusters Score -2.635043e+07 nChanged 11229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113599 members 
Mstep: Class 2 contains 97966 members 
Entering Unmasked Estep 
Score: -26357152.000000 Penalty: 6082.094238
	Iteration 6F: 3 clusters Score -2.635715e+07 nChanged 13382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117591 members 
Mstep: Class 2 contains 93974 members 
Entering Unmasked Estep 
Score: -26367020.000000 Penalty: 6082.094238
	Iteration 7F: 3 clusters Score -2.636702e+07 nChanged 14624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122209 members 
Mstep: Class 2 contains 89356 members 
Entering Unmasked Estep 
Score: -26379328.000000 Penalty: 6082.094238
	Iteration 8F: 3 clusters Score -2.637933e+07 nChanged 14032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126513 members 
Mstep: Class 2 contains 85052 members 
Entering Unmasked Estep 
Score: -26389896.000000 Penalty: 6082.094238
	Iteration 9F: 3 clusters Score -2.63899e+07 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129842 members 
Mstep: Class 2 contains 81723 members 
Entering Unmasked Estep 
Score: -26394876.000000 Penalty: 6082.094238
	Iteration 10Q: 3 clusters Score -2.639488e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132529 members 
Mstep: Class 2 contains 79036 members 
Entering Unmasked Estep 
Score: -26396858.000000 Penalty: 6082.094238
	Iteration 11Q: 3 clusters Score -2.639686e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135122 members 
Mstep: Class 2 contains 76443 members 
Entering Unmasked Estep 
Score: -26398126.000000 Penalty: 6082.094238
	Iteration 12Q: 3 clusters Score -2.639813e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137704 members 
Mstep: Class 2 contains 73861 members 
Entering Unmasked Estep 
Score: -26399112.000000 Penalty: 6082.094238
	Iteration 13Q: 3 clusters Score -2.639911e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140260 members 
Mstep: Class 2 contains 71305 members 
Entering Unmasked Estep 
Score: -26399886.000000 Penalty: 6082.094238
	Iteration 14Q: 3 clusters Score -2.639989e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142888 members 
Mstep: Class 2 contains 68677 members 
Entering Unmasked Estep 
Score: -26400712.000000 Penalty: 6082.094238
	Iteration 15Q: 3 clusters Score -2.640071e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145509 members 
Mstep: Class 2 contains 66056 members 
Entering Unmasked Estep 
Score: -26401686.000000 Penalty: 6082.094238
	Iteration 16Q: 3 clusters Score -2.640169e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148195 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -26402456.000000 Penalty: 6082.094238
	Iteration 17Q: 3 clusters Score -2.640246e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150966 members 
Mstep: Class 2 contains 60599 members 
Entering Unmasked Estep 
Score: -26403348.000000 Penalty: 6082.094238
	Iteration 18Q: 3 clusters Score -2.640335e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153712 members 
Mstep: Class 2 contains 57853 members 
Entering Unmasked Estep 
Score: -26404012.000000 Penalty: 6082.094238
	Iteration 19Q: 3 clusters Score -2.640401e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156528 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -26404652.000000 Penalty: 6082.094238
	Iteration 20F: 3 clusters Score -2.640465e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159385 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -26405220.000000 Penalty: 6082.094238
	Iteration 21Q: 3 clusters Score -2.640522e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162345 members 
Mstep: Class 2 contains 49220 members 
Entering Unmasked Estep 
Score: -26405830.000000 Penalty: 6082.094238
	Iteration 22Q: 3 clusters Score -2.640583e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165564 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -26406580.000000 Penalty: 6082.094238
	Iteration 23Q: 3 clusters Score -2.640658e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168941 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -26407196.000000 Penalty: 6082.094238
	Iteration 24Q: 3 clusters Score -2.64072e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172608 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -26408162.000000 Penalty: 6082.094238
	Iteration 25Q: 3 clusters Score -2.640816e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176288 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -26408858.000000 Penalty: 6082.094238
	Iteration 26Q: 3 clusters Score -2.640886e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180068 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -26409716.000000 Penalty: 6082.094238
	Iteration 27Q: 3 clusters Score -2.640972e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183772 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -26410678.000000 Penalty: 6082.094238
	Iteration 28Q: 3 clusters Score -2.641068e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187424 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -26411532.000000 Penalty: 6082.094238
	Iteration 29Q: 3 clusters Score -2.641153e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190978 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -26412328.000000 Penalty: 6082.094238
	Iteration 30Q: 3 clusters Score -2.641233e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194238 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -26412810.000000 Penalty: 6082.094238
	Iteration 31Q: 3 clusters Score -2.641281e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197139 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -26413328.000000 Penalty: 6082.094238
	Iteration 32Q: 3 clusters Score -2.641333e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199648 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -26413930.000000 Penalty: 6082.094238
	Iteration 33Q: 3 clusters Score -2.641393e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201789 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -26414370.000000 Penalty: 6082.094238
	Iteration 34Q: 3 clusters Score -2.641437e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203558 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -26414488.000000 Penalty: 6082.094238
	Iteration 35Q: 3 clusters Score -2.641449e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204923 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -26414562.000000 Penalty: 6082.094238
	Iteration 36Q: 3 clusters Score -2.641456e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205951 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -26414600.000000 Penalty: 6082.094238
	Iteration 37Q: 3 clusters Score -2.64146e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206656 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -26414678.000000 Penalty: 6082.094238
	Iteration 38Q: 3 clusters Score -2.641468e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207063 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -26414694.000000 Penalty: 6082.094238
	Iteration 39Q: 3 clusters Score -2.641469e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207317 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -26414972.000000 Penalty: 6082.094238
	Iteration 40F: 3 clusters Score -2.641497e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208240 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -26414910.000000 Penalty: 6082.094238
	Iteration 41Q: 3 clusters Score -2.641491e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208985 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -26414880.000000 Penalty: 6082.094238
	Iteration 42Q: 3 clusters Score -2.641488e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209526 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -26414970.000000 Penalty: 6082.094238
	Iteration 43Q: 3 clusters Score -2.641497e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209906 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -26415006.000000 Penalty: 6082.094238
	Iteration 44Q: 3 clusters Score -2.641501e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210154 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -26415056.000000 Penalty: 6082.094238
	Iteration 45Q: 3 clusters Score -2.641506e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210325 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -26415084.000000 Penalty: 6082.094238
	Iteration 46Q: 3 clusters Score -2.641508e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210450 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -26414998.000000 Penalty: 6082.094238
	Iteration 47Q: 3 clusters Score -2.6415e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210550 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -26415010.000000 Penalty: 6082.094238
	Iteration 48Q: 3 clusters Score -2.641501e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210635 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -26415020.000000 Penalty: 6082.094238
	Iteration 49Q: 3 clusters Score -2.641502e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210692 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -26415006.000000 Penalty: 6082.094238
	Iteration 50Q: 3 clusters Score -2.641501e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210749 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -26415022.000000 Penalty: 6082.094238
	Iteration 51Q: 3 clusters Score -2.641502e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210793 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -26414992.000000 Penalty: 6082.094238
	Iteration 52Q: 3 clusters Score -2.641499e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210830 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -26414972.000000 Penalty: 6082.094238
	Iteration 53Q: 3 clusters Score -2.641497e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210855 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -26414990.000000 Penalty: 6082.094238
	Iteration 54Q: 3 clusters Score -2.641499e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210869 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -26415000.000000 Penalty: 6082.094238
	Iteration 55Q: 3 clusters Score -2.6415e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210882 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -26414976.000000 Penalty: 6082.094238
	Iteration 56Q: 3 clusters Score -2.641498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210891 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -26414984.000000 Penalty: 6082.094238
	Iteration 57Q: 3 clusters Score -2.641498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210896 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -26414984.000000 Penalty: 6082.094238
	Iteration 58Q: 3 clusters Score -2.641498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210901 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -26414960.000000 Penalty: 6082.094238
	Iteration 59Q: 3 clusters Score -2.641496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210906 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -26414952.000000 Penalty: 6082.094238
	Iteration 60F: 3 clusters Score -2.641495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210910 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -26414962.000000 Penalty: 6082.094238
	Iteration 61Q: 3 clusters Score -2.641496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210912 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -26414960.000000 Penalty: 6082.094238
	Iteration 62Q: 3 clusters Score -2.641496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210915 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -26414956.000000 Penalty: 6082.094238
	Iteration 63Q: 3 clusters Score -2.641496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210917 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -26414940.000000 Penalty: 6082.094238
	Iteration 64Q: 3 clusters Score -2.641494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210919 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -26414944.000000 Penalty: 6082.094238
	Iteration 65Q: 3 clusters Score -2.641494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210921 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -26414940.000000 Penalty: 6082.094238
	Iteration 66Q: 3 clusters Score -2.641494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210921 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -26414940.000000 Penalty: 6082.094238
	Iteration 67F: 3 clusters Score -2.641494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Entering Unmasked Estep 
Score: -1957884.875000 Penalty: 2406.637207
	Iteration 0F: 2 clusters Score -1957885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1946231.750000 Penalty: 4813.274414
	Iteration 0F: 3 clusters Score -1946232 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1950107.625000 Penalty: 4813.274414
	Iteration 1F: 3 clusters Score -1950108 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1950618.500000 Penalty: 4813.274414
	Iteration 2F: 3 clusters Score -1950618 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1951145.000000 Penalty: 4813.274414
	Iteration 3F: 3 clusters Score -1951145 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1951730.125000 Penalty: 4813.274414
	Iteration 4F: 3 clusters Score -1951730 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1952299.375000 Penalty: 4813.274414
	Iteration 5F: 3 clusters Score -1952299 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1952921.000000 Penalty: 4813.274414
	Iteration 6F: 3 clusters Score -1952921 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1953512.875000 Penalty: 4813.274414
	Iteration 7F: 3 clusters Score -1953513 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1954105.000000 Penalty: 4813.274414
	Iteration 8F: 3 clusters Score -1954105 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1954653.500000 Penalty: 4813.274414
	Iteration 9Q: 3 clusters Score -1954654 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1955154.500000 Penalty: 4813.274414
	Iteration 10Q: 3 clusters Score -1955154 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1955564.500000 Penalty: 4813.274414
	Iteration 11Q: 3 clusters Score -1955564 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1955845.250000 Penalty: 4813.274414
	Iteration 12Q: 3 clusters Score -1955845 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1956024.250000 Penalty: 4813.274414
	Iteration 13Q: 3 clusters Score -1956024 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1956175.875000 Penalty: 4813.274414
	Iteration 14Q: 3 clusters Score -1956176 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1956279.375000 Penalty: 4813.274414
	Iteration 15Q: 3 clusters Score -1956279 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1956363.750000 Penalty: 4813.274414
	Iteration 16Q: 3 clusters Score -1956364 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1956403.250000 Penalty: 4813.274414
	Iteration 17Q: 3 clusters Score -1956403 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1956428.875000 Penalty: 4813.274414
	Iteration 18Q: 3 clusters Score -1956429 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1956445.125000 Penalty: 4813.274414
	Iteration 19Q: 3 clusters Score -1956445 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1956454.625000 Penalty: 4813.274414
	Iteration 20F: 3 clusters Score -1956455 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1956459.750000 Penalty: 4813.274414
	Iteration 21Q: 3 clusters Score -1956460 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1956464.500000 Penalty: 4813.274414
	Iteration 22Q: 3 clusters Score -1956464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1956468.250000 Penalty: 4813.274414
	Iteration 23Q: 3 clusters Score -1956468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1956465.375000 Penalty: 4813.274414
	Iteration 24Q: 3 clusters Score -1956465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1956464.250000 Penalty: 4813.274414
	Iteration 25Q: 3 clusters Score -1956464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1956467.625000 Penalty: 4813.274414
	Iteration 26Q: 3 clusters Score -1956468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1956470.625000 Penalty: 4813.274414
	Iteration 27Q: 3 clusters Score -1956471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1956467.125000 Penalty: 4813.274414
	Iteration 28Q: 3 clusters Score -1956467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1956471.500000 Penalty: 4813.274414
	Iteration 29Q: 3 clusters Score -1956472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1956475.125000 Penalty: 4813.274414
	Iteration 30Q: 3 clusters Score -1956475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1956471.375000 Penalty: 4813.274414
	Iteration 31Q: 3 clusters Score -1956471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1956472.875000 Penalty: 4813.274414
	Iteration 32Q: 3 clusters Score -1956473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1956472.625000 Penalty: 4813.274414
	Iteration 33Q: 3 clusters Score -1956473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1956475.625000 Penalty: 4813.274414
	Iteration 34Q: 3 clusters Score -1956476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1956475.500000 Penalty: 4813.274414
	Iteration 35Q: 3 clusters Score -1956476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1956475.500000 Penalty: 4813.274414
	Iteration 36Q: 3 clusters Score -1956476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1956475.375000 Penalty: 4813.274414
	Iteration 37Q: 3 clusters Score -1956475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1956481.375000 Penalty: 4813.274414
	Iteration 38Q: 3 clusters Score -1956481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1956483.750000 Penalty: 4813.274414
	Iteration 39Q: 3 clusters Score -1956484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1956485.875000 Penalty: 4813.274414
	Iteration 40F: 3 clusters Score -1956486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1956483.000000 Penalty: 4813.274414
	Iteration 41Q: 3 clusters Score -1956483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1956482.250000 Penalty: 4813.274414
	Iteration 42Q: 3 clusters Score -1956482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1956480.375000 Penalty: 4813.274414
	Iteration 43Q: 3 clusters Score -1956480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1956481.500000 Penalty: 4813.274414
	Iteration 44Q: 3 clusters Score -1956482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1956486.500000 Penalty: 4813.274414
	Iteration 45Q: 3 clusters Score -1956486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1956484.250000 Penalty: 4813.274414
	Iteration 46Q: 3 clusters Score -1956484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1956484.250000 Penalty: 4813.274414
	Iteration 47F: 3 clusters Score -1956484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Entering Unmasked Estep 
Score: -1389915.875000 Penalty: 2311.804688
	Iteration 0F: 2 clusters Score -1389916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1381441.875000 Penalty: 4623.609375
	Iteration 0F: 3 clusters Score -1381442 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1384042.375000 Penalty: 4623.609375
	Iteration 1F: 3 clusters Score -1384042 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1384411.625000 Penalty: 4623.609375
	Iteration 2F: 3 clusters Score -1384412 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1384732.625000 Penalty: 4623.609375
	Iteration 3F: 3 clusters Score -1384733 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1385016.500000 Penalty: 4623.609375
	Iteration 4Q: 3 clusters Score -1385016 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1385256.375000 Penalty: 4623.609375
	Iteration 5Q: 3 clusters Score -1385256 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1385490.625000 Penalty: 4623.609375
	Iteration 6Q: 3 clusters Score -1385491 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1385750.500000 Penalty: 4623.609375
	Iteration 7Q: 3 clusters Score -1385750 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1386041.375000 Penalty: 4623.609375
	Iteration 8Q: 3 clusters Score -1386041 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1386377.875000 Penalty: 4623.609375
	Iteration 9Q: 3 clusters Score -1386378 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1386733.250000 Penalty: 4623.609375
	Iteration 10Q: 3 clusters Score -1386733 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1387041.250000 Penalty: 4623.609375
	Iteration 11Q: 3 clusters Score -1387041 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1387286.500000 Penalty: 4623.609375
	Iteration 12Q: 3 clusters Score -1387286 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1387430.875000 Penalty: 4623.609375
	Iteration 13Q: 3 clusters Score -1387431 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1387523.125000 Penalty: 4623.609375
	Iteration 14Q: 3 clusters Score -1387523 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1387586.000000 Penalty: 4623.609375
	Iteration 15Q: 3 clusters Score -1387586 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1387648.625000 Penalty: 4623.609375
	Iteration 16Q: 3 clusters Score -1387649 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1387703.375000 Penalty: 4623.609375
	Iteration 17Q: 3 clusters Score -1387703 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1387752.000000 Penalty: 4623.609375
	Iteration 18Q: 3 clusters Score -1387752 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1387809.000000 Penalty: 4623.609375
	Iteration 19Q: 3 clusters Score -1387809 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1387856.750000 Penalty: 4623.609375
	Iteration 20F: 3 clusters Score -1387857 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1387880.875000 Penalty: 4623.609375
	Iteration 21Q: 3 clusters Score -1387881 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1387908.250000 Penalty: 4623.609375
	Iteration 22Q: 3 clusters Score -1387908 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1387932.500000 Penalty: 4623.609375
	Iteration 23Q: 3 clusters Score -1387932 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1387957.875000 Penalty: 4623.609375
	Iteration 24Q: 3 clusters Score -1387958 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1387994.875000 Penalty: 4623.609375
	Iteration 25Q: 3 clusters Score -1387995 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1388016.375000 Penalty: 4623.609375
	Iteration 26Q: 3 clusters Score -1388016 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1388037.875000 Penalty: 4623.609375
	Iteration 27Q: 3 clusters Score -1388038 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1388056.625000 Penalty: 4623.609375
	Iteration 28Q: 3 clusters Score -1388057 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1388081.500000 Penalty: 4623.609375
	Iteration 29Q: 3 clusters Score -1388082 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1388095.750000 Penalty: 4623.609375
	Iteration 30Q: 3 clusters Score -1388096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1388104.625000 Penalty: 4623.609375
	Iteration 31Q: 3 clusters Score -1388105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1388113.250000 Penalty: 4623.609375
	Iteration 32Q: 3 clusters Score -1388113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1388121.000000 Penalty: 4623.609375
	Iteration 33Q: 3 clusters Score -1388121 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1388128.000000 Penalty: 4623.609375
	Iteration 34Q: 3 clusters Score -1388128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1388128.750000 Penalty: 4623.609375
	Iteration 35Q: 3 clusters Score -1388129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1388133.750000 Penalty: 4623.609375
	Iteration 36Q: 3 clusters Score -1388134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1388131.625000 Penalty: 4623.609375
	Iteration 37Q: 3 clusters Score -1388132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1388133.875000 Penalty: 4623.609375
	Iteration 38Q: 3 clusters Score -1388134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1388139.000000 Penalty: 4623.609375
	Iteration 39Q: 3 clusters Score -1388139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1388140.625000 Penalty: 4623.609375
	Iteration 40F: 3 clusters Score -1388141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1388142.875000 Penalty: 4623.609375
	Iteration 41Q: 3 clusters Score -1388143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1388143.000000 Penalty: 4623.609375
	Iteration 42Q: 3 clusters Score -1388143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1388147.625000 Penalty: 4623.609375
	Iteration 43Q: 3 clusters Score -1388148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1388149.875000 Penalty: 4623.609375
	Iteration 44Q: 3 clusters Score -1388150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1388150.875000 Penalty: 4623.609375
	Iteration 45Q: 3 clusters Score -1388151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1388155.625000 Penalty: 4623.609375
	Iteration 46Q: 3 clusters Score -1388156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1388154.625000 Penalty: 4623.609375
	Iteration 47Q: 3 clusters Score -1388155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1388155.500000 Penalty: 4623.609375
	Iteration 48Q: 3 clusters Score -1388156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1388154.375000 Penalty: 4623.609375
	Iteration 49Q: 3 clusters Score -1388154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1388155.875000 Penalty: 4623.609375
	Iteration 50Q: 3 clusters Score -1388156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1388152.500000 Penalty: 4623.609375
	Iteration 51Q: 3 clusters Score -1388152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1388152.500000 Penalty: 4623.609375
	Iteration 52F: 3 clusters Score -1388152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (192391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192391 members 
Entering Unmasked Estep 
Score: -23905084.000000 Penalty: 3017.486572
	Iteration 0F: 2 clusters Score -2.390508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96092 members 
Mstep: Class 2 contains 96299 members 
Entering Unmasked Estep 
Score: -23776990.000000 Penalty: 6034.973145
	Iteration 0F: 3 clusters Score -2.377699e+07 nChanged 92428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94106 members 
Mstep: Class 2 contains 98285 members 
Entering Unmasked Estep 
Score: -23830594.000000 Penalty: 6034.973145
	Iteration 1F: 3 clusters Score -2.383059e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92931 members 
Mstep: Class 2 contains 99460 members 
Entering Unmasked Estep 
Score: -23831402.000000 Penalty: 6034.973145
	Iteration 2Q: 3 clusters Score -2.38314e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91204 members 
Mstep: Class 2 contains 101187 members 
Entering Unmasked Estep 
Score: -23832526.000000 Penalty: 6034.973145
	Iteration 3Q: 3 clusters Score -2.383253e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88476 members 
Mstep: Class 2 contains 103915 members 
Entering Unmasked Estep 
Score: -23833786.000000 Penalty: 6034.973145
	Iteration 4Q: 3 clusters Score -2.383379e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84459 members 
Mstep: Class 2 contains 107932 members 
Entering Unmasked Estep 
Score: -23835998.000000 Penalty: 6034.973145
	Iteration 5Q: 3 clusters Score -2.3836e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78608 members 
Mstep: Class 2 contains 113783 members 
Entering Unmasked Estep 
Score: -23839802.000000 Penalty: 6034.973145
	Iteration 6Q: 3 clusters Score -2.38398e+07 nChanged 11017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70357 members 
Mstep: Class 2 contains 122034 members 
Entering Unmasked Estep 
Score: -23846682.000000 Penalty: 6034.973145
	Iteration 7F: 3 clusters Score -2.384668e+07 nChanged 13596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59631 members 
Mstep: Class 2 contains 132760 members 
Entering Unmasked Estep 
Score: -23856998.000000 Penalty: 6034.973145
	Iteration 8F: 3 clusters Score -2.3857e+07 nChanged 14648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 144378 members 
Entering Unmasked Estep 
Score: -23870236.000000 Penalty: 6034.973145
	Iteration 9F: 3 clusters Score -2.387024e+07 nChanged 12631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 153573 members 
Entering Unmasked Estep 
Score: -23882322.000000 Penalty: 6034.973145
	Iteration 10F: 3 clusters Score -2.388232e+07 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 158913 members 
Entering Unmasked Estep 
Score: -23890996.000000 Penalty: 6034.973145
	Iteration 11Q: 3 clusters Score -2.3891e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 161700 members 
Entering Unmasked Estep 
Score: -23895414.000000 Penalty: 6034.973145
	Iteration 12Q: 3 clusters Score -2.389541e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 163706 members 
Entering Unmasked Estep 
Score: -23898310.000000 Penalty: 6034.973145
	Iteration 13Q: 3 clusters Score -2.389831e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 165167 members 
Entering Unmasked Estep 
Score: -23900506.000000 Penalty: 6034.973145
	Iteration 14Q: 3 clusters Score -2.390051e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 166229 members 
Entering Unmasked Estep 
Score: -23901846.000000 Penalty: 6034.973145
	Iteration 15Q: 3 clusters Score -2.390185e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 167000 members 
Entering Unmasked Estep 
Score: -23902414.000000 Penalty: 6034.973145
	Iteration 16Q: 3 clusters Score -2.390241e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 167612 members 
Entering Unmasked Estep 
Score: -23903030.000000 Penalty: 6034.973145
	Iteration 17Q: 3 clusters Score -2.390303e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 168215 members 
Entering Unmasked Estep 
Score: -23903396.000000 Penalty: 6034.973145
	Iteration 18Q: 3 clusters Score -2.39034e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 168777 members 
Entering Unmasked Estep 
Score: -23903604.000000 Penalty: 6034.973145
	Iteration 19Q: 3 clusters Score -2.39036e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 169288 members 
Entering Unmasked Estep 
Score: -23903788.000000 Penalty: 6034.973145
	Iteration 20F: 3 clusters Score -2.390379e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 169751 members 
Entering Unmasked Estep 
Score: -23903934.000000 Penalty: 6034.973145
	Iteration 21Q: 3 clusters Score -2.390393e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 170120 members 
Entering Unmasked Estep 
Score: -23904034.000000 Penalty: 6034.973145
	Iteration 22Q: 3 clusters Score -2.390403e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 170474 members 
Entering Unmasked Estep 
Score: -23904146.000000 Penalty: 6034.973145
	Iteration 23Q: 3 clusters Score -2.390415e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 170795 members 
Entering Unmasked Estep 
Score: -23904210.000000 Penalty: 6034.973145
	Iteration 24Q: 3 clusters Score -2.390421e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 171125 members 
Entering Unmasked Estep 
Score: -23904232.000000 Penalty: 6034.973145
	Iteration 25Q: 3 clusters Score -2.390423e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 171404 members 
Entering Unmasked Estep 
Score: -23904266.000000 Penalty: 6034.973145
	Iteration 26Q: 3 clusters Score -2.390427e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 171692 members 
Entering Unmasked Estep 
Score: -23904348.000000 Penalty: 6034.973145
	Iteration 27Q: 3 clusters Score -2.390435e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 171939 members 
Entering Unmasked Estep 
Score: -23904360.000000 Penalty: 6034.973145
	Iteration 28Q: 3 clusters Score -2.390436e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 172197 members 
Entering Unmasked Estep 
Score: -23904422.000000 Penalty: 6034.973145
	Iteration 29Q: 3 clusters Score -2.390442e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 172463 members 
Entering Unmasked Estep 
Score: -23904394.000000 Penalty: 6034.973145
	Iteration 30Q: 3 clusters Score -2.390439e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 172724 members 
Entering Unmasked Estep 
Score: -23904430.000000 Penalty: 6034.973145
	Iteration 31Q: 3 clusters Score -2.390443e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 172980 members 
Entering Unmasked Estep 
Score: -23904436.000000 Penalty: 6034.973145
	Iteration 32Q: 3 clusters Score -2.390444e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 173232 members 
Entering Unmasked Estep 
Score: -23904500.000000 Penalty: 6034.973145
	Iteration 33Q: 3 clusters Score -2.39045e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 173461 members 
Entering Unmasked Estep 
Score: -23904496.000000 Penalty: 6034.973145
	Iteration 34Q: 3 clusters Score -2.39045e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 173687 members 
Entering Unmasked Estep 
Score: -23904552.000000 Penalty: 6034.973145
	Iteration 35Q: 3 clusters Score -2.390455e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 173915 members 
Entering Unmasked Estep 
Score: -23904462.000000 Penalty: 6034.973145
	Iteration 36Q: 3 clusters Score -2.390446e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 174129 members 
Entering Unmasked Estep 
Score: -23904478.000000 Penalty: 6034.973145
	Iteration 37Q: 3 clusters Score -2.390448e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 174316 members 
Entering Unmasked Estep 
Score: -23904516.000000 Penalty: 6034.973145
	Iteration 38Q: 3 clusters Score -2.390452e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 174518 members 
Entering Unmasked Estep 
Score: -23904594.000000 Penalty: 6034.973145
	Iteration 39Q: 3 clusters Score -2.390459e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 174715 members 
Entering Unmasked Estep 
Score: -23904612.000000 Penalty: 6034.973145
	Iteration 40F: 3 clusters Score -2.390461e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 174895 members 
Entering Unmasked Estep 
Score: -23904564.000000 Penalty: 6034.973145
	Iteration 41Q: 3 clusters Score -2.390456e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 175067 members 
Entering Unmasked Estep 
Score: -23904500.000000 Penalty: 6034.973145
	Iteration 42Q: 3 clusters Score -2.39045e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 175231 members 
Entering Unmasked Estep 
Score: -23904462.000000 Penalty: 6034.973145
	Iteration 43Q: 3 clusters Score -2.390446e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 175390 members 
Entering Unmasked Estep 
Score: -23904470.000000 Penalty: 6034.973145
	Iteration 44Q: 3 clusters Score -2.390447e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 175535 members 
Entering Unmasked Estep 
Score: -23904466.000000 Penalty: 6034.973145
	Iteration 45Q: 3 clusters Score -2.390447e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 175677 members 
Entering Unmasked Estep 
Score: -23904448.000000 Penalty: 6034.973145
	Iteration 46Q: 3 clusters Score -2.390445e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 175845 members 
Entering Unmasked Estep 
Score: -23904436.000000 Penalty: 6034.973145
	Iteration 47Q: 3 clusters Score -2.390444e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 175990 members 
Entering Unmasked Estep 
Score: -23904438.000000 Penalty: 6034.973145
	Iteration 48Q: 3 clusters Score -2.390444e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 176138 members 
Entering Unmasked Estep 
Score: -23904440.000000 Penalty: 6034.973145
	Iteration 49Q: 3 clusters Score -2.390444e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 176269 members 
Entering Unmasked Estep 
Score: -23904430.000000 Penalty: 6034.973145
	Iteration 50Q: 3 clusters Score -2.390443e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 176392 members 
Entering Unmasked Estep 
Score: -23904414.000000 Penalty: 6034.973145
	Iteration 51Q: 3 clusters Score -2.390441e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 176501 members 
Entering Unmasked Estep 
Score: -23904360.000000 Penalty: 6034.973145
	Iteration 52Q: 3 clusters Score -2.390436e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 176590 members 
Entering Unmasked Estep 
Score: -23904350.000000 Penalty: 6034.973145
	Iteration 53Q: 3 clusters Score -2.390435e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 176667 members 
Entering Unmasked Estep 
Score: -23904368.000000 Penalty: 6034.973145
	Iteration 54Q: 3 clusters Score -2.390437e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 176743 members 
Entering Unmasked Estep 
Score: -23904380.000000 Penalty: 6034.973145
	Iteration 55Q: 3 clusters Score -2.390438e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 176820 members 
Entering Unmasked Estep 
Score: -23904378.000000 Penalty: 6034.973145
	Iteration 56Q: 3 clusters Score -2.390438e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 176890 members 
Entering Unmasked Estep 
Score: -23904356.000000 Penalty: 6034.973145
	Iteration 57Q: 3 clusters Score -2.390436e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 176968 members 
Entering Unmasked Estep 
Score: -23904386.000000 Penalty: 6034.973145
	Iteration 58Q: 3 clusters Score -2.390439e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 177046 members 
Entering Unmasked Estep 
Score: -23904374.000000 Penalty: 6034.973145
	Iteration 59Q: 3 clusters Score -2.390437e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 177119 members 
Entering Unmasked Estep 
Score: -23904346.000000 Penalty: 6034.973145
	Iteration 60F: 3 clusters Score -2.390435e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 177189 members 
Entering Unmasked Estep 
Score: -23904350.000000 Penalty: 6034.973145
	Iteration 61Q: 3 clusters Score -2.390435e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 177245 members 
Entering Unmasked Estep 
Score: -23904294.000000 Penalty: 6034.973145
	Iteration 62Q: 3 clusters Score -2.390429e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 177293 members 
Entering Unmasked Estep 
Score: -23904310.000000 Penalty: 6034.973145
	Iteration 63Q: 3 clusters Score -2.390431e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 177342 members 
Entering Unmasked Estep 
Score: -23904300.000000 Penalty: 6034.973145
	Iteration 64Q: 3 clusters Score -2.39043e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 177388 members 
Entering Unmasked Estep 
Score: -23904282.000000 Penalty: 6034.973145
	Iteration 65Q: 3 clusters Score -2.390428e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 177442 members 
Entering Unmasked Estep 
Score: -23904288.000000 Penalty: 6034.973145
	Iteration 66Q: 3 clusters Score -2.390429e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 177494 members 
Entering Unmasked Estep 
Score: -23904260.000000 Penalty: 6034.973145
	Iteration 67Q: 3 clusters Score -2.390426e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 177532 members 
Entering Unmasked Estep 
Score: -23904284.000000 Penalty: 6034.973145
	Iteration 68Q: 3 clusters Score -2.390428e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 177579 members 
Entering Unmasked Estep 
Score: -23904284.000000 Penalty: 6034.973145
	Iteration 69Q: 3 clusters Score -2.390428e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 177629 members 
Entering Unmasked Estep 
Score: -23904264.000000 Penalty: 6034.973145
	Iteration 70Q: 3 clusters Score -2.390426e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 177679 members 
Entering Unmasked Estep 
Score: -23904256.000000 Penalty: 6034.973145
	Iteration 71Q: 3 clusters Score -2.390426e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 177726 members 
Entering Unmasked Estep 
Score: -23904262.000000 Penalty: 6034.973145
	Iteration 72Q: 3 clusters Score -2.390426e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 177768 members 
Entering Unmasked Estep 
Score: -23904252.000000 Penalty: 6034.973145
	Iteration 73Q: 3 clusters Score -2.390425e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 177820 members 
Entering Unmasked Estep 
Score: -23904256.000000 Penalty: 6034.973145
	Iteration 74Q: 3 clusters Score -2.390426e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 177866 members 
Entering Unmasked Estep 
Score: -23904284.000000 Penalty: 6034.973145
	Iteration 75Q: 3 clusters Score -2.390428e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 177891 members 
Entering Unmasked Estep 
Score: -23904250.000000 Penalty: 6034.973145
	Iteration 76Q: 3 clusters Score -2.390425e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 177910 members 
Entering Unmasked Estep 
Score: -23904266.000000 Penalty: 6034.973145
	Iteration 77Q: 3 clusters Score -2.390427e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 177926 members 
Entering Unmasked Estep 
Score: -23904266.000000 Penalty: 6034.973145
	Iteration 78Q: 3 clusters Score -2.390427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 177937 members 
Entering Unmasked Estep 
Score: -23904240.000000 Penalty: 6034.973145
	Iteration 79Q: 3 clusters Score -2.390424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 177945 members 
Entering Unmasked Estep 
Score: -23904256.000000 Penalty: 6034.973145
	Iteration 80F: 3 clusters Score -2.390426e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 177958 members 
Entering Unmasked Estep 
Score: -23904256.000000 Penalty: 6034.973145
	Iteration 81Q: 3 clusters Score -2.390426e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 177972 members 
Entering Unmasked Estep 
Score: -23904288.000000 Penalty: 6034.973145
	Iteration 82Q: 3 clusters Score -2.390429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 177982 members 
Entering Unmasked Estep 
Score: -23904276.000000 Penalty: 6034.973145
	Iteration 83Q: 3 clusters Score -2.390428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 177996 members 
Entering Unmasked Estep 
Score: -23904276.000000 Penalty: 6034.973145
	Iteration 84Q: 3 clusters Score -2.390428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 178005 members 
Entering Unmasked Estep 
Score: -23904252.000000 Penalty: 6034.973145
	Iteration 85Q: 3 clusters Score -2.390425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 178017 members 
Entering Unmasked Estep 
Score: -23904238.000000 Penalty: 6034.973145
	Iteration 86Q: 3 clusters Score -2.390424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 178027 members 
Entering Unmasked Estep 
Score: -23904260.000000 Penalty: 6034.973145
	Iteration 87Q: 3 clusters Score -2.390426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 178038 members 
Entering Unmasked Estep 
Score: -23904254.000000 Penalty: 6034.973145
	Iteration 88Q: 3 clusters Score -2.390425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 178048 members 
Entering Unmasked Estep 
Score: -23904266.000000 Penalty: 6034.973145
	Iteration 89Q: 3 clusters Score -2.390427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 178051 members 
Entering Unmasked Estep 
Score: -23904258.000000 Penalty: 6034.973145
	Iteration 90Q: 3 clusters Score -2.390426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 178051 members 
Entering Unmasked Estep 
Score: -23904258.000000 Penalty: 6034.973145
	Iteration 91F: 3 clusters Score -2.390426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Entering Unmasked Estep 
Score: -317017.281250 Penalty: 1968.645996
	Iteration 0F: 2 clusters Score -317017.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -313865.000000 Penalty: 3937.291992
	Iteration 0F: 3 clusters Score -313865 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -314521.312500 Penalty: 3937.291992
	Iteration 1F: 3 clusters Score -314521.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -314687.968750 Penalty: 3937.291992
	Iteration 2F: 3 clusters Score -314688 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -314806.062500 Penalty: 3937.291992
	Iteration 3F: 3 clusters Score -314806.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -314895.593750 Penalty: 3937.291992
	Iteration 4Q: 3 clusters Score -314895.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -314980.062500 Penalty: 3937.291992
	Iteration 5Q: 3 clusters Score -314980.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -315054.781250 Penalty: 3937.291992
	Iteration 6Q: 3 clusters Score -315054.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -315119.062500 Penalty: 3937.291992
	Iteration 7Q: 3 clusters Score -315119.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -315163.531250 Penalty: 3937.291992
	Iteration 8Q: 3 clusters Score -315163.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -315197.906250 Penalty: 3937.291992
	Iteration 9Q: 3 clusters Score -315197.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -315229.125000 Penalty: 3937.291992
	Iteration 10Q: 3 clusters Score -315229.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -315254.375000 Penalty: 3937.291992
	Iteration 11Q: 3 clusters Score -315254.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -315274.750000 Penalty: 3937.291992
	Iteration 12Q: 3 clusters Score -315274.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -315289.281250 Penalty: 3937.291992
	Iteration 13Q: 3 clusters Score -315289.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -315297.843750 Penalty: 3937.291992
	Iteration 14Q: 3 clusters Score -315297.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -315309.500000 Penalty: 3937.291992
	Iteration 15Q: 3 clusters Score -315309.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -315320.218750 Penalty: 3937.291992
	Iteration 16Q: 3 clusters Score -315320.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -315331.718750 Penalty: 3937.291992
	Iteration 17Q: 3 clusters Score -315331.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -315347.812500 Penalty: 3937.291992
	Iteration 18Q: 3 clusters Score -315347.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -315360.562500 Penalty: 3937.291992
	Iteration 19Q: 3 clusters Score -315360.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -315370.656250 Penalty: 3937.291992
	Iteration 20F: 3 clusters Score -315370.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -315378.562500 Penalty: 3937.291992
	Iteration 21Q: 3 clusters Score -315378.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -315385.156250 Penalty: 3937.291992
	Iteration 22Q: 3 clusters Score -315385.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -315396.468750 Penalty: 3937.291992
	Iteration 23Q: 3 clusters Score -315396.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -315407.312500 Penalty: 3937.291992
	Iteration 24Q: 3 clusters Score -315407.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -315422.687500 Penalty: 3937.291992
	Iteration 25Q: 3 clusters Score -315422.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -315436.062500 Penalty: 3937.291992
	Iteration 26Q: 3 clusters Score -315436.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -315446.343750 Penalty: 3937.291992
	Iteration 27Q: 3 clusters Score -315446.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -315455.906250 Penalty: 3937.291992
	Iteration 28Q: 3 clusters Score -315455.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -315463.406250 Penalty: 3937.291992
	Iteration 29Q: 3 clusters Score -315463.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -315471.968750 Penalty: 3937.291992
	Iteration 30Q: 3 clusters Score -315472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -315477.125000 Penalty: 3937.291992
	Iteration 31Q: 3 clusters Score -315477.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -315480.812500 Penalty: 3937.291992
	Iteration 32Q: 3 clusters Score -315480.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -315484.656250 Penalty: 3937.291992
	Iteration 33Q: 3 clusters Score -315484.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -315491.687500 Penalty: 3937.291992
	Iteration 34Q: 3 clusters Score -315491.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -315496.937500 Penalty: 3937.291992
	Iteration 35Q: 3 clusters Score -315496.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -315502.437500 Penalty: 3937.291992
	Iteration 36Q: 3 clusters Score -315502.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -315505.406250 Penalty: 3937.291992
	Iteration 37Q: 3 clusters Score -315505.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -315509.437500 Penalty: 3937.291992
	Iteration 38Q: 3 clusters Score -315509.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -315512.500000 Penalty: 3937.291992
	Iteration 39Q: 3 clusters Score -315512.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -315520.187500 Penalty: 3937.291992
	Iteration 40F: 3 clusters Score -315520.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -315522.843750 Penalty: 3937.291992
	Iteration 41Q: 3 clusters Score -315522.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -315523.500000 Penalty: 3937.291992
	Iteration 42Q: 3 clusters Score -315523.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -315524.031250 Penalty: 3937.291992
	Iteration 43Q: 3 clusters Score -315524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -315525.718750 Penalty: 3937.291992
	Iteration 44Q: 3 clusters Score -315525.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -315525.906250 Penalty: 3937.291992
	Iteration 45Q: 3 clusters Score -315525.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -315527.281250 Penalty: 3937.291992
	Iteration 46Q: 3 clusters Score -315527.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -315527.281250 Penalty: 3937.291992
	Iteration 47F: 3 clusters Score -315527.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Entering Unmasked Estep 
Score: -428389.687500 Penalty: 2038.860229
	Iteration 0F: 2 clusters Score -428389.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -424833.656250 Penalty: 4077.720459
	Iteration 0F: 3 clusters Score -424833.7 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -425811.781250 Penalty: 4077.720459
	Iteration 1F: 3 clusters Score -425811.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -426146.781250 Penalty: 4077.720459
	Iteration 2F: 3 clusters Score -426146.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -426622.281250 Penalty: 4077.720459
	Iteration 3F: 3 clusters Score -426622.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -427148.531250 Penalty: 4077.720459
	Iteration 4F: 3 clusters Score -427148.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -427657.031250 Penalty: 4077.720459
	Iteration 5F: 3 clusters Score -427657 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -428131.687500 Penalty: 4077.720459
	Iteration 6F: 3 clusters Score -428131.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -428570.406250 Penalty: 4077.720459
	Iteration 7F: 3 clusters Score -428570.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -428844.406250 Penalty: 4077.720459
	Iteration 8Q: 3 clusters Score -428844.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -428994.093750 Penalty: 4077.720459
	Iteration 9Q: 3 clusters Score -428994.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -429070.687500 Penalty: 4077.720459
	Iteration 10Q: 3 clusters Score -429070.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -429102.031250 Penalty: 4077.720459
	Iteration 11Q: 3 clusters Score -429102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -429109.562500 Penalty: 4077.720459
	Iteration 12Q: 3 clusters Score -429109.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -429115.562500 Penalty: 4077.720459
	Iteration 13Q: 3 clusters Score -429115.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -429119.812500 Penalty: 4077.720459
	Iteration 14Q: 3 clusters Score -429119.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -429120.781250 Penalty: 4077.720459
	Iteration 15Q: 3 clusters Score -429120.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -429120.781250 Penalty: 4077.720459
	Iteration 16F: 3 clusters Score -429120.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17376 members 
Mstep: Class 4 contains 10188 members 
Mstep: Class 5 contains 28445 members 
Mstep: Class 6 contains 192490 members 
Mstep: Class 7 contains 15966 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43830 members 
Mstep: Class 10 contains 9167 members 
Mstep: Class 11 contains 19105 members 
Mstep: Class 12 contains 81498 members 
Mstep: Class 13 contains 9315 members 
Mstep: Class 14 contains 61506 members 
Mstep: Class 15 contains 3722 members 
Mstep: Class 16 contains 244767 members 
Mstep: Class 17 contains 211565 members 
Mstep: Class 18 contains 16386 members 
Mstep: Class 19 contains 11179 members 
Mstep: Class 20 contains 192391 members 
Mstep: Class 21 contains 2802 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 10919 members 
Mstep: Class 26 contains 20117 members 
Mstep: Class 27 contains 4001 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 3322 members 
Entering Unmasked Estep 
Score: -154569968.000000 Penalty: 101103.531250
Splitting cluster 22 changes total score from -154571808.000000 to -154569968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Entering Unmasked Estep 
Score: -217427.656250 Penalty: 1897.713501
	Iteration 0F: 2 clusters Score -217427.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -214840.328125 Penalty: 3795.427002
	Iteration 0F: 3 clusters Score -214840.3 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -215442.437500 Penalty: 3795.427002
	Iteration 1F: 3 clusters Score -215442.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -215637.562500 Penalty: 3795.427002
	Iteration 2F: 3 clusters Score -215637.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -215741.109375 Penalty: 3795.427002
	Iteration 3Q: 3 clusters Score -215741.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -215827.265625 Penalty: 3795.427002
	Iteration 4Q: 3 clusters Score -215827.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -215925.625000 Penalty: 3795.427002
	Iteration 5Q: 3 clusters Score -215925.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -216020.671875 Penalty: 3795.427002
	Iteration 6Q: 3 clusters Score -216020.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -216131.921875 Penalty: 3795.427002
	Iteration 7Q: 3 clusters Score -216131.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -216222.015625 Penalty: 3795.427002
	Iteration 8Q: 3 clusters Score -216222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -216280.578125 Penalty: 3795.427002
	Iteration 9Q: 3 clusters Score -216280.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -216327.734375 Penalty: 3795.427002
	Iteration 10Q: 3 clusters Score -216327.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -216366.234375 Penalty: 3795.427002
	Iteration 11Q: 3 clusters Score -216366.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -216388.578125 Penalty: 3795.427002
	Iteration 12Q: 3 clusters Score -216388.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -216406.468750 Penalty: 3795.427002
	Iteration 13Q: 3 clusters Score -216406.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -216421.343750 Penalty: 3795.427002
	Iteration 14Q: 3 clusters Score -216421.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -216439.109375 Penalty: 3795.427002
	Iteration 15Q: 3 clusters Score -216439.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -216465.328125 Penalty: 3795.427002
	Iteration 16Q: 3 clusters Score -216465.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -216477.968750 Penalty: 3795.427002
	Iteration 17Q: 3 clusters Score -216478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -216481.875000 Penalty: 3795.427002
	Iteration 18Q: 3 clusters Score -216481.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -216484.281250 Penalty: 3795.427002
	Iteration 19Q: 3 clusters Score -216484.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -216486.609375 Penalty: 3795.427002
	Iteration 20F: 3 clusters Score -216486.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -216494.937500 Penalty: 3795.427002
	Iteration 21Q: 3 clusters Score -216494.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -216504.343750 Penalty: 3795.427002
	Iteration 22Q: 3 clusters Score -216504.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -216512.671875 Penalty: 3795.427002
	Iteration 23Q: 3 clusters Score -216512.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -216530.390625 Penalty: 3795.427002
	Iteration 24Q: 3 clusters Score -216530.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -216543.890625 Penalty: 3795.427002
	Iteration 25Q: 3 clusters Score -216543.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -216560.734375 Penalty: 3795.427002
	Iteration 26Q: 3 clusters Score -216560.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -216577.765625 Penalty: 3795.427002
	Iteration 27Q: 3 clusters Score -216577.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -216585.703125 Penalty: 3795.427002
	Iteration 28Q: 3 clusters Score -216585.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -216593.265625 Penalty: 3795.427002
	Iteration 29Q: 3 clusters Score -216593.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -216595.812500 Penalty: 3795.427002
	Iteration 30Q: 3 clusters Score -216595.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -216595.812500 Penalty: 3795.427002
	Iteration 31F: 3 clusters Score -216595.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Entering Unmasked Estep 
Score: -261161.125000 Penalty: 1902.613037
	Iteration 0F: 2 clusters Score -261161.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -258429.734375 Penalty: 3805.226074
	Iteration 0F: 3 clusters Score -258429.7 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -258898.609375 Penalty: 3805.226074
	Iteration 1F: 3 clusters Score -258898.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -259035.359375 Penalty: 3805.226074
	Iteration 2F: 3 clusters Score -259035.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -259105.843750 Penalty: 3805.226074
	Iteration 3Q: 3 clusters Score -259105.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -259151.828125 Penalty: 3805.226074
	Iteration 4Q: 3 clusters Score -259151.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -259195.359375 Penalty: 3805.226074
	Iteration 5Q: 3 clusters Score -259195.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -259227.296875 Penalty: 3805.226074
	Iteration 6Q: 3 clusters Score -259227.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -259247.750000 Penalty: 3805.226074
	Iteration 7Q: 3 clusters Score -259247.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -259267.000000 Penalty: 3805.226074
	Iteration 8Q: 3 clusters Score -259267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -259287.218750 Penalty: 3805.226074
	Iteration 9Q: 3 clusters Score -259287.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -259306.171875 Penalty: 3805.226074
	Iteration 10Q: 3 clusters Score -259306.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -259324.828125 Penalty: 3805.226074
	Iteration 11Q: 3 clusters Score -259324.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -259332.437500 Penalty: 3805.226074
	Iteration 12Q: 3 clusters Score -259332.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -259338.000000 Penalty: 3805.226074
	Iteration 13Q: 3 clusters Score -259338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -259341.484375 Penalty: 3805.226074
	Iteration 14Q: 3 clusters Score -259341.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -259343.203125 Penalty: 3805.226074
	Iteration 15Q: 3 clusters Score -259343.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -259344.343750 Penalty: 3805.226074
	Iteration 16Q: 3 clusters Score -259344.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -259346.484375 Penalty: 3805.226074
	Iteration 17Q: 3 clusters Score -259346.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -259348.156250 Penalty: 3805.226074
	Iteration 18Q: 3 clusters Score -259348.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -259349.265625 Penalty: 3805.226074
	Iteration 19Q: 3 clusters Score -259349.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -259349.796875 Penalty: 3805.226074
	Iteration 20F: 3 clusters Score -259349.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -259350.218750 Penalty: 3805.226074
	Iteration 21Q: 3 clusters Score -259350.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -259350.218750 Penalty: 3805.226074
	Iteration 22F: 3 clusters Score -259350.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Entering Unmasked Estep 
Score: -1353682.750000 Penalty: 2305.968506
	Iteration 0F: 2 clusters Score -1353683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1345402.500000 Penalty: 4611.937012
	Iteration 0F: 3 clusters Score -1345402 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1347841.750000 Penalty: 4611.937012
	Iteration 1F: 3 clusters Score -1347842 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1348118.750000 Penalty: 4611.937012
	Iteration 2F: 3 clusters Score -1348119 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1348293.750000 Penalty: 4611.937012
	Iteration 3Q: 3 clusters Score -1348294 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1348438.000000 Penalty: 4611.937012
	Iteration 4Q: 3 clusters Score -1348438 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1348542.375000 Penalty: 4611.937012
	Iteration 5Q: 3 clusters Score -1348542 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1348645.750000 Penalty: 4611.937012
	Iteration 6Q: 3 clusters Score -1348646 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1348749.625000 Penalty: 4611.937012
	Iteration 7Q: 3 clusters Score -1348750 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1348851.375000 Penalty: 4611.937012
	Iteration 8Q: 3 clusters Score -1348851 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1348963.875000 Penalty: 4611.937012
	Iteration 9Q: 3 clusters Score -1348964 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1349076.375000 Penalty: 4611.937012
	Iteration 10Q: 3 clusters Score -1349076 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1349193.375000 Penalty: 4611.937012
	Iteration 11Q: 3 clusters Score -1349193 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1349325.000000 Penalty: 4611.937012
	Iteration 12Q: 3 clusters Score -1349325 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1349481.875000 Penalty: 4611.937012
	Iteration 13Q: 3 clusters Score -1349482 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1349653.750000 Penalty: 4611.937012
	Iteration 14Q: 3 clusters Score -1349654 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1349847.625000 Penalty: 4611.937012
	Iteration 15Q: 3 clusters Score -1349848 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1350063.375000 Penalty: 4611.937012
	Iteration 16Q: 3 clusters Score -1350063 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1350282.000000 Penalty: 4611.937012
	Iteration 17Q: 3 clusters Score -1350282 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1350505.125000 Penalty: 4611.937012
	Iteration 18Q: 3 clusters Score -1350505 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1350722.625000 Penalty: 4611.937012
	Iteration 19Q: 3 clusters Score -1350723 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1350933.250000 Penalty: 4611.937012
	Iteration 20F: 3 clusters Score -1350933 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1351119.750000 Penalty: 4611.937012
	Iteration 21Q: 3 clusters Score -1351120 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1351238.125000 Penalty: 4611.937012
	Iteration 22Q: 3 clusters Score -1351238 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1351341.250000 Penalty: 4611.937012
	Iteration 23Q: 3 clusters Score -1351341 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1351410.500000 Penalty: 4611.937012
	Iteration 24Q: 3 clusters Score -1351410 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1351474.500000 Penalty: 4611.937012
	Iteration 25Q: 3 clusters Score -1351474 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1351511.625000 Penalty: 4611.937012
	Iteration 26Q: 3 clusters Score -1351512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1351539.500000 Penalty: 4611.937012
	Iteration 27Q: 3 clusters Score -1351540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1351562.875000 Penalty: 4611.937012
	Iteration 28Q: 3 clusters Score -1351563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1351585.875000 Penalty: 4611.937012
	Iteration 29Q: 3 clusters Score -1351586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1351601.125000 Penalty: 4611.937012
	Iteration 30Q: 3 clusters Score -1351601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1351610.250000 Penalty: 4611.937012
	Iteration 31Q: 3 clusters Score -1351610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1351616.125000 Penalty: 4611.937012
	Iteration 32Q: 3 clusters Score -1351616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1351627.250000 Penalty: 4611.937012
	Iteration 33Q: 3 clusters Score -1351627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1351643.625000 Penalty: 4611.937012
	Iteration 34Q: 3 clusters Score -1351644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1351649.000000 Penalty: 4611.937012
	Iteration 35Q: 3 clusters Score -1351649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1351651.750000 Penalty: 4611.937012
	Iteration 36Q: 3 clusters Score -1351652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1351651.125000 Penalty: 4611.937012
	Iteration 37Q: 3 clusters Score -1351651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1351651.000000 Penalty: 4611.937012
	Iteration 38Q: 3 clusters Score -1351651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1351651.125000 Penalty: 4611.937012
	Iteration 39Q: 3 clusters Score -1351651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1351653.875000 Penalty: 4611.937012
	Iteration 40F: 3 clusters Score -1351654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1351652.250000 Penalty: 4611.937012
	Iteration 41Q: 3 clusters Score -1351652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1351653.875000 Penalty: 4611.937012
	Iteration 42Q: 3 clusters Score -1351654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1351655.750000 Penalty: 4611.937012
	Iteration 43Q: 3 clusters Score -1351656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1351655.000000 Penalty: 4611.937012
	Iteration 44Q: 3 clusters Score -1351655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1351655.375000 Penalty: 4611.937012
	Iteration 45Q: 3 clusters Score -1351655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1351656.000000 Penalty: 4611.937012
	Iteration 46Q: 3 clusters Score -1351656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1351656.000000 Penalty: 4611.937012
	Iteration 47F: 3 clusters Score -1351656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Entering Unmasked Estep 
Score: -2439968.750000 Penalty: 2457.511475
	Iteration 0F: 2 clusters Score -2439969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2425803.250000 Penalty: 4915.022949
	Iteration 0F: 3 clusters Score -2425803 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2430565.750000 Penalty: 4915.022949
	Iteration 1F: 3 clusters Score -2430566 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2431046.500000 Penalty: 4915.022949
	Iteration 2F: 3 clusters Score -2431046 nChanged 1002
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2431444 nChanged 881
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2431807 nChanged 850
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2432135 nChanged 774
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2432430 nChanged 711
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2432691.250000 Penalty: 4915.022949
	Iteration 7Q: 3 clusters Score -2432691 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2432954.500000 Penalty: 4915.022949
	Iteration 8Q: 3 clusters Score -2432954 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2433424.250000 Penalty: 4915.022949
	Iteration 10Q: 3 clusters Score -2433424 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2433664 nChanged 611
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2433882 nChanged 574
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Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2434109 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2434348 nChanged 575
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Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2434589 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2434870.750000 Penalty: 4915.022949
	Iteration 16Q: 3 clusters Score -2434871 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2435198 nChanged 622
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2435491 nChanged 553
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2435731.250000 Penalty: 4915.022949
	Iteration 19Q: 3 clusters Score -2435731 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2435905.500000 Penalty: 4915.022949
	Iteration 20F: 3 clusters Score -2435906 nChanged 387
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2436023 nChanged 299
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Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2436103.750000 Penalty: 4915.022949
	Iteration 22Q: 3 clusters Score -2436104 nChanged 213
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Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2436155.250000 Penalty: 4915.022949
	Iteration 23Q: 3 clusters Score -2436155 nChanged 194
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Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2436192.000000 Penalty: 4915.022949
	Iteration 24Q: 3 clusters Score -2436192 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2436229.500000 Penalty: 4915.022949
	Iteration 25Q: 3 clusters Score -2436230 nChanged 174
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Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2436276 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2436329 nChanged 191
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Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2436371 nChanged 206
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Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2436429 nChanged 201
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Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2436479 nChanged 186
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Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2436529 nChanged 164
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Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2436558 nChanged 149
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2436590 nChanged 136
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Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2436613 nChanged 115
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Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2436636 nChanged 134
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Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2436704 nChanged 152
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Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2436767 nChanged 167
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Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2436806.750000 Penalty: 4915.022949
	Iteration 40F: 3 clusters Score -2436807 nChanged 159
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Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2436849.500000 Penalty: 4915.022949
	Iteration 41Q: 3 clusters Score -2436850 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2436896 nChanged 177
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Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2436942 nChanged 166
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Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2436968 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2437002 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2437066 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2437116.250000 Penalty: 4915.022949
	Iteration 47Q: 3 clusters Score -2437116 nChanged 175
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Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2437164.500000 Penalty: 4915.022949
	Iteration 48Q: 3 clusters Score -2437164 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2437225 nChanged 174
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Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2437280 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2437336.750000 Penalty: 4915.022949
	Iteration 51Q: 3 clusters Score -2437337 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2437415.250000 Penalty: 4915.022949
	Iteration 52Q: 3 clusters Score -2437415 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2437486 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15536 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2437594 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2437694 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2437769 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2437828.750000 Penalty: 4915.022949
	Iteration 57Q: 3 clusters Score -2437829 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2437876 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2437928 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2437970 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2438005 nChanged 102
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Mstep: Class 1 contains 16744 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2438034 nChanged 94
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Mstep: Class 1 contains 16838 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2438062 nChanged 93
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Mstep: Class 1 contains 16929 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2438086 nChanged 98
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Mstep: Class 1 contains 17021 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2438114 nChanged 97
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Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2438152 nChanged 90
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Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2438183 nChanged 97
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Mstep: Class 1 contains 17297 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2438210 nChanged 73
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Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2438232.750000 Penalty: 4915.022949
	Iteration 69Q: 3 clusters Score -2438233 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2438244.750000 Penalty: 4915.022949
	Iteration 70Q: 3 clusters Score -2438245 nChanged 59
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Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2438264 nChanged 47
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Mstep: Class 1 contains 17536 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2438272 nChanged 46
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Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2438284 nChanged 49
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Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2438295 nChanged 49
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Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2438305 nChanged 46
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Mstep: Class 1 contains 17718 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2438317 nChanged 37
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Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2438328 nChanged 41
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Mstep: Class 1 contains 17790 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2438340 nChanged 48
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Mstep: Class 1 contains 17836 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2438358 nChanged 53
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Mstep: Class 1 contains 17889 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2438378 nChanged 47
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Mstep: Class 1 contains 17936 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2438388 nChanged 42
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Mstep: Class 1 contains 17978 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2438397 nChanged 47
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Mstep: Class 1 contains 18021 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2438415 nChanged 36
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Mstep: Class 1 contains 18055 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2438422 nChanged 32
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Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2438429 nChanged 32
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Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2438442 nChanged 32
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Mstep: Class 2 contains 1970 members 
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	Iteration 87Q: 3 clusters Score -2438456 nChanged 37
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Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2438471 nChanged 31
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Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2438474 nChanged 25
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2438482 nChanged 25
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2438486 nChanged 30
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2438492 nChanged 30
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Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2438509 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2438519.250000 Penalty: 4915.022949
	Iteration 95Q: 3 clusters Score -2438519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2438529.500000 Penalty: 4915.022949
	Iteration 96Q: 3 clusters Score -2438530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2438534.250000 Penalty: 4915.022949
	Iteration 97Q: 3 clusters Score -2438534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2438535.000000 Penalty: 4915.022949
	Iteration 98Q: 3 clusters Score -2438535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2438544.750000 Penalty: 4915.022949
	Iteration 99Q: 3 clusters Score -2438545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2438554.000000 Penalty: 4915.022949
	Iteration 100F: 3 clusters Score -2438554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2438561.750000 Penalty: 4915.022949
	Iteration 101Q: 3 clusters Score -2438562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2438567.250000 Penalty: 4915.022949
	Iteration 102Q: 3 clusters Score -2438567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2438578.000000 Penalty: 4915.022949
	Iteration 103Q: 3 clusters Score -2438578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2438583.000000 Penalty: 4915.022949
	Iteration 104Q: 3 clusters Score -2438583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2438587.750000 Penalty: 4915.022949
	Iteration 105Q: 3 clusters Score -2438588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2438596.500000 Penalty: 4915.022949
	Iteration 106Q: 3 clusters Score -2438596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2438603.000000 Penalty: 4915.022949
	Iteration 107Q: 3 clusters Score -2438603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2438609.250000 Penalty: 4915.022949
	Iteration 108Q: 3 clusters Score -2438609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2438622.000000 Penalty: 4915.022949
	Iteration 109Q: 3 clusters Score -2438622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2438623.250000 Penalty: 4915.022949
	Iteration 110Q: 3 clusters Score -2438623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2438629.000000 Penalty: 4915.022949
	Iteration 111Q: 3 clusters Score -2438629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2438635.250000 Penalty: 4915.022949
	Iteration 112Q: 3 clusters Score -2438635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2438642.250000 Penalty: 4915.022949
	Iteration 113Q: 3 clusters Score -2438642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2438644.250000 Penalty: 4915.022949
	Iteration 114Q: 3 clusters Score -2438644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2438650.750000 Penalty: 4915.022949
	Iteration 115Q: 3 clusters Score -2438651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2438657.250000 Penalty: 4915.022949
	Iteration 116Q: 3 clusters Score -2438657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2438659.750000 Penalty: 4915.022949
	Iteration 117Q: 3 clusters Score -2438660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2438665.500000 Penalty: 4915.022949
	Iteration 118Q: 3 clusters Score -2438666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2438668.000000 Penalty: 4915.022949
	Iteration 119Q: 3 clusters Score -2438668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2438669.750000 Penalty: 4915.022949
	Iteration 120F: 3 clusters Score -2438670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2438675.250000 Penalty: 4915.022949
	Iteration 121Q: 3 clusters Score -2438675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2438677.500000 Penalty: 4915.022949
	Iteration 122Q: 3 clusters Score -2438678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2438677.750000 Penalty: 4915.022949
	Iteration 123Q: 3 clusters Score -2438678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2438681.000000 Penalty: 4915.022949
	Iteration 124Q: 3 clusters Score -2438681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2438687.250000 Penalty: 4915.022949
	Iteration 125Q: 3 clusters Score -2438687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2438690.000000 Penalty: 4915.022949
	Iteration 126Q: 3 clusters Score -2438690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2438702.000000 Penalty: 4915.022949
	Iteration 127Q: 3 clusters Score -2438702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2438712.000000 Penalty: 4915.022949
	Iteration 128Q: 3 clusters Score -2438712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2438720.750000 Penalty: 4915.022949
	Iteration 129Q: 3 clusters Score -2438721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2438732.750000 Penalty: 4915.022949
	Iteration 130Q: 3 clusters Score -2438733 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2438746.000000 Penalty: 4915.022949
	Iteration 131Q: 3 clusters Score -2438746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2438751.500000 Penalty: 4915.022949
	Iteration 132Q: 3 clusters Score -2438752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2438764.500000 Penalty: 4915.022949
	Iteration 133Q: 3 clusters Score -2438764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2438770.000000 Penalty: 4915.022949
	Iteration 134Q: 3 clusters Score -2438770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2438776.500000 Penalty: 4915.022949
	Iteration 135Q: 3 clusters Score -2438776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2438777.750000 Penalty: 4915.022949
	Iteration 136Q: 3 clusters Score -2438778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2438781.000000 Penalty: 4915.022949
	Iteration 137Q: 3 clusters Score -2438781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2438785.500000 Penalty: 4915.022949
	Iteration 138Q: 3 clusters Score -2438786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2438785.750000 Penalty: 4915.022949
	Iteration 139Q: 3 clusters Score -2438786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2438785.750000 Penalty: 4915.022949
	Iteration 140F: 3 clusters Score -2438786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Entering Unmasked Estep 
Score: -485890.250000 Penalty: 2056.986328
	Iteration 0F: 2 clusters Score -485890.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -481962.031250 Penalty: 4113.972656
	Iteration 0F: 3 clusters Score -481962 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -482887.343750 Penalty: 4113.972656
	Iteration 1F: 3 clusters Score -482887.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -483088.843750 Penalty: 4113.972656
	Iteration 2F: 3 clusters Score -483088.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -483208.812500 Penalty: 4113.972656
	Iteration 3Q: 3 clusters Score -483208.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -483298.812500 Penalty: 4113.972656
	Iteration 4Q: 3 clusters Score -483298.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -483365.812500 Penalty: 4113.972656
	Iteration 5Q: 3 clusters Score -483365.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -483424.218750 Penalty: 4113.972656
	Iteration 6Q: 3 clusters Score -483424.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -483475.718750 Penalty: 4113.972656
	Iteration 7Q: 3 clusters Score -483475.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -483509.218750 Penalty: 4113.972656
	Iteration 8Q: 3 clusters Score -483509.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -483526.968750 Penalty: 4113.972656
	Iteration 9Q: 3 clusters Score -483527 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -483541.781250 Penalty: 4113.972656
	Iteration 10Q: 3 clusters Score -483541.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -483559.687500 Penalty: 4113.972656
	Iteration 11Q: 3 clusters Score -483559.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -483580.656250 Penalty: 4113.972656
	Iteration 12Q: 3 clusters Score -483580.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -483599.250000 Penalty: 4113.972656
	Iteration 13Q: 3 clusters Score -483599.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -483617.437500 Penalty: 4113.972656
	Iteration 14Q: 3 clusters Score -483617.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -483632.093750 Penalty: 4113.972656
	Iteration 15Q: 3 clusters Score -483632.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -483641.312500 Penalty: 4113.972656
	Iteration 16Q: 3 clusters Score -483641.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -483650.750000 Penalty: 4113.972656
	Iteration 17Q: 3 clusters Score -483650.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -483660.093750 Penalty: 4113.972656
	Iteration 18Q: 3 clusters Score -483660.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -483674.687500 Penalty: 4113.972656
	Iteration 19Q: 3 clusters Score -483674.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -483687.406250 Penalty: 4113.972656
	Iteration 20F: 3 clusters Score -483687.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -483696.062500 Penalty: 4113.972656
	Iteration 21Q: 3 clusters Score -483696.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -483704.062500 Penalty: 4113.972656
	Iteration 22Q: 3 clusters Score -483704.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -483709.812500 Penalty: 4113.972656
	Iteration 23Q: 3 clusters Score -483709.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -483722.375000 Penalty: 4113.972656
	Iteration 24Q: 3 clusters Score -483722.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -483733.906250 Penalty: 4113.972656
	Iteration 25Q: 3 clusters Score -483733.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -483745.406250 Penalty: 4113.972656
	Iteration 26Q: 3 clusters Score -483745.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -483751.281250 Penalty: 4113.972656
	Iteration 27Q: 3 clusters Score -483751.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -483755.437500 Penalty: 4113.972656
	Iteration 28Q: 3 clusters Score -483755.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -483759.000000 Penalty: 4113.972656
	Iteration 29Q: 3 clusters Score -483759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -483765.312500 Penalty: 4113.972656
	Iteration 30Q: 3 clusters Score -483765.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -483771.250000 Penalty: 4113.972656
	Iteration 31Q: 3 clusters Score -483771.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -483779.250000 Penalty: 4113.972656
	Iteration 32Q: 3 clusters Score -483779.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -483790.000000 Penalty: 4113.972656
	Iteration 33Q: 3 clusters Score -483790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -483799.625000 Penalty: 4113.972656
	Iteration 34Q: 3 clusters Score -483799.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -483810.312500 Penalty: 4113.972656
	Iteration 35Q: 3 clusters Score -483810.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -483819.562500 Penalty: 4113.972656
	Iteration 36Q: 3 clusters Score -483819.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -483825.937500 Penalty: 4113.972656
	Iteration 37Q: 3 clusters Score -483825.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -483832.125000 Penalty: 4113.972656
	Iteration 38Q: 3 clusters Score -483832.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -483839.625000 Penalty: 4113.972656
	Iteration 39Q: 3 clusters Score -483839.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -483845.968750 Penalty: 4113.972656
	Iteration 40F: 3 clusters Score -483846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -483851.125000 Penalty: 4113.972656
	Iteration 41Q: 3 clusters Score -483851.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -483855.968750 Penalty: 4113.972656
	Iteration 42Q: 3 clusters Score -483856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -483861.656250 Penalty: 4113.972656
	Iteration 43Q: 3 clusters Score -483861.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -483871.375000 Penalty: 4113.972656
	Iteration 44Q: 3 clusters Score -483871.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -483889.500000 Penalty: 4113.972656
	Iteration 45Q: 3 clusters Score -483889.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -483914.875000 Penalty: 4113.972656
	Iteration 46Q: 3 clusters Score -483914.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -483938.500000 Penalty: 4113.972656
	Iteration 47Q: 3 clusters Score -483938.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -483960.656250 Penalty: 4113.972656
	Iteration 48Q: 3 clusters Score -483960.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -483983.500000 Penalty: 4113.972656
	Iteration 49Q: 3 clusters Score -483983.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -484013.937500 Penalty: 4113.972656
	Iteration 50Q: 3 clusters Score -484013.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -484046.718750 Penalty: 4113.972656
	Iteration 51Q: 3 clusters Score -484046.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -484076.093750 Penalty: 4113.972656
	Iteration 52Q: 3 clusters Score -484076.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -484097.687500 Penalty: 4113.972656
	Iteration 53Q: 3 clusters Score -484097.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -484128.156250 Penalty: 4113.972656
	Iteration 54Q: 3 clusters Score -484128.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -484164.281250 Penalty: 4113.972656
	Iteration 55Q: 3 clusters Score -484164.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -484207.843750 Penalty: 4113.972656
	Iteration 56Q: 3 clusters Score -484207.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -484266.687500 Penalty: 4113.972656
	Iteration 57Q: 3 clusters Score -484266.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -484342.656250 Penalty: 4113.972656
	Iteration 58Q: 3 clusters Score -484342.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -484434.781250 Penalty: 4113.972656
	Iteration 59Q: 3 clusters Score -484434.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -484564.062500 Penalty: 4113.972656
	Iteration 60F: 3 clusters Score -484564.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -484700.781250 Penalty: 4113.972656
	Iteration 61Q: 3 clusters Score -484700.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -484767.500000 Penalty: 4113.972656
	Iteration 62Q: 3 clusters Score -484767.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -484810.968750 Penalty: 4113.972656
	Iteration 63Q: 3 clusters Score -484811 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -484831.968750 Penalty: 4113.972656
	Iteration 64Q: 3 clusters Score -484832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -484842.750000 Penalty: 4113.972656
	Iteration 65Q: 3 clusters Score -484842.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -484846.656250 Penalty: 4113.972656
	Iteration 66Q: 3 clusters Score -484846.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -484848.062500 Penalty: 4113.972656
	Iteration 67Q: 3 clusters Score -484848.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -484850.843750 Penalty: 4113.972656
	Iteration 68Q: 3 clusters Score -484850.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -484851.500000 Penalty: 4113.972656
	Iteration 69Q: 3 clusters Score -484851.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -484851.500000 Penalty: 4113.972656
	Iteration 70F: 3 clusters Score -484851.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -118333.671875 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -118333.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -116370.023438 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -116370 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -116684.718750 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -116684.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -116806.101562 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -116806.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -116877.007812 Penalty: 3440.907715
	Iteration 3Q: 3 clusters Score -116877 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -116929.046875 Penalty: 3440.907715
	Iteration 4Q: 3 clusters Score -116929 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -117000.093750 Penalty: 3440.907715
	Iteration 5Q: 3 clusters Score -117000.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -117085.507812 Penalty: 3440.907715
	Iteration 6Q: 3 clusters Score -117085.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -117156.328125 Penalty: 3440.907715
	Iteration 7Q: 3 clusters Score -117156.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -117232.515625 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -117232.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -117321.132812 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -117321.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117422.281250 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -117422.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -117511.070312 Penalty: 3440.907715
	Iteration 11Q: 3 clusters Score -117511.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -117593.695312 Penalty: 3440.907715
	Iteration 12Q: 3 clusters Score -117593.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -117728.273438 Penalty: 3440.907715
	Iteration 13Q: 3 clusters Score -117728.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -117989.031250 Penalty: 3440.907715
	Iteration 14Q: 3 clusters Score -117989 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -118056.593750 Penalty: 3440.907715
	Iteration 15Q: 3 clusters Score -118056.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -118100.140625 Penalty: 3440.907715
	Iteration 16Q: 3 clusters Score -118100.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -118141.382812 Penalty: 3440.907715
	Iteration 17Q: 3 clusters Score -118141.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -118189.671875 Penalty: 3440.907715
	Iteration 18Q: 3 clusters Score -118189.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -118221.375000 Penalty: 3440.907715
	Iteration 19Q: 3 clusters Score -118221.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -118247.968750 Penalty: 3440.907715
	Iteration 20F: 3 clusters Score -118248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -118272.773438 Penalty: 3440.907715
	Iteration 21Q: 3 clusters Score -118272.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -118300.125000 Penalty: 3440.907715
	Iteration 22Q: 3 clusters Score -118300.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -118320.242188 Penalty: 3440.907715
	Iteration 23Q: 3 clusters Score -118320.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -118337.359375 Penalty: 3440.907715
	Iteration 24Q: 3 clusters Score -118337.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -118353.062500 Penalty: 3440.907715
	Iteration 25Q: 3 clusters Score -118353.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -118358.453125 Penalty: 3440.907715
	Iteration 26Q: 3 clusters Score -118358.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -118370.851562 Penalty: 3440.907715
	Iteration 27Q: 3 clusters Score -118370.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -118375.484375 Penalty: 3440.907715
	Iteration 28Q: 3 clusters Score -118375.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -118383.804688 Penalty: 3440.907715
	Iteration 29Q: 3 clusters Score -118383.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -118388.359375 Penalty: 3440.907715
	Iteration 30Q: 3 clusters Score -118388.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -118390.843750 Penalty: 3440.907715
	Iteration 31Q: 3 clusters Score -118390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -118395.781250 Penalty: 3440.907715
	Iteration 32Q: 3 clusters Score -118395.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -118398.726562 Penalty: 3440.907715
	Iteration 33Q: 3 clusters Score -118398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -118403.734375 Penalty: 3440.907715
	Iteration 34Q: 3 clusters Score -118403.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -118404.062500 Penalty: 3440.907715
	Iteration 35Q: 3 clusters Score -118404.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -118404.062500 Penalty: 3440.907715
	Iteration 36F: 3 clusters Score -118404.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17376 members 
Mstep: Class 4 contains 10188 members 
Mstep: Class 5 contains 28445 members 
Mstep: Class 6 contains 192490 members 
Mstep: Class 7 contains 15966 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43830 members 
Mstep: Class 10 contains 9167 members 
Mstep: Class 11 contains 19105 members 
Mstep: Class 12 contains 81498 members 
Mstep: Class 13 contains 9315 members 
Mstep: Class 14 contains 61506 members 
Mstep: Class 15 contains 3722 members 
Mstep: Class 16 contains 244767 members 
Mstep: Class 17 contains 211565 members 
Mstep: Class 18 contains 16386 members 
Mstep: Class 19 contains 11179 members 
Mstep: Class 20 contains 192391 members 
Mstep: Class 21 contains 2802 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 10919 members 
Mstep: Class 26 contains 20117 members 
Mstep: Class 27 contains 4001 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 624 members 
Entering Unmasked Estep 
Score: -154569856.000000 Penalty: 101103.531250
Splitting cluster 28 changes total score from -154571808.000000 to -154569856.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17376 members 
Mstep: Class 4 contains 10188 members 
Mstep: Class 5 contains 28445 members 
Mstep: Class 6 contains 192490 members 
Mstep: Class 7 contains 15966 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43830 members 
Mstep: Class 10 contains 9167 members 
Mstep: Class 11 contains 19105 members 
Mstep: Class 12 contains 81498 members 
Mstep: Class 13 contains 9315 members 
Mstep: Class 14 contains 61506 members 
Mstep: Class 15 contains 3722 members 
Mstep: Class 16 contains 244767 members 
Mstep: Class 17 contains 211565 members 
Mstep: Class 18 contains 16386 members 
Mstep: Class 19 contains 11179 members 
Mstep: Class 20 contains 192391 members 
Mstep: Class 21 contains 2802 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 10919 members 
Mstep: Class 26 contains 20117 members 
Mstep: Class 27 contains 4001 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154571840.000000 Penalty: 97617.203125
Iteration 279Q: 29 clusters Score -1.545718e+08 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17379 members 
Mstep: Class 4 contains 10183 members 
Mstep: Class 5 contains 28372 members 
Mstep: Class 6 contains 192291 members 
Mstep: Class 7 contains 15941 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43826 members 
Mstep: Class 10 contains 9169 members 
Mstep: Class 11 contains 19105 members 
Mstep: Class 12 contains 81529 members 
Mstep: Class 13 contains 9314 members 
Mstep: Class 14 contains 61347 members 
Mstep: Class 15 contains 3721 members 
Mstep: Class 16 contains 245349 members 
Mstep: Class 17 contains 211850 members 
Mstep: Class 18 contains 16385 members 
Mstep: Class 19 contains 11166 members 
Mstep: Class 20 contains 192072 members 
Mstep: Class 21 contains 2805 members 
Mstep: Class 22 contains 3715 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 2154 members 
Mstep: Class 25 contains 10928 members 
Mstep: Class 26 contains 20112 members 
Mstep: Class 27 contains 4003 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154572544.000000 Penalty: 97617.203125
Iteration 280F: 29 clusters Score -1.545725e+08 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17380 members 
Mstep: Class 4 contains 10182 members 
Mstep: Class 5 contains 28289 members 
Mstep: Class 6 contains 192161 members 
Mstep: Class 7 contains 15927 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43829 members 
Mstep: Class 10 contains 9172 members 
Mstep: Class 11 contains 19106 members 
Mstep: Class 12 contains 81580 members 
Mstep: Class 13 contains 9315 members 
Mstep: Class 14 contains 61133 members 
Mstep: Class 15 contains 3719 members 
Mstep: Class 16 contains 245871 members 
Mstep: Class 17 contains 212117 members 
Mstep: Class 18 contains 16389 members 
Mstep: Class 19 contains 11156 members 
Mstep: Class 20 contains 191783 members 
Mstep: Class 21 contains 2807 members 
Mstep: Class 22 contains 3715 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 10927 members 
Mstep: Class 26 contains 20107 members 
Mstep: Class 27 contains 4003 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154573392.000000 Penalty: 97617.203125
Iteration 281Q: 29 clusters Score -1.545734e+08 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56199 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17386 members 
Mstep: Class 4 contains 10168 members 
Mstep: Class 5 contains 28228 members 
Mstep: Class 6 contains 192035 members 
Mstep: Class 7 contains 15909 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43810 members 
Mstep: Class 10 contains 9175 members 
Mstep: Class 11 contains 19114 members 
Mstep: Class 12 contains 81619 members 
Mstep: Class 13 contains 9312 members 
Mstep: Class 14 contains 60929 members 
Mstep: Class 15 contains 3718 members 
Mstep: Class 16 contains 246437 members 
Mstep: Class 17 contains 212395 members 
Mstep: Class 18 contains 16396 members 
Mstep: Class 19 contains 11143 members 
Mstep: Class 20 contains 191448 members 
Mstep: Class 21 contains 2810 members 
Mstep: Class 22 contains 3716 members 
Mstep: Class 23 contains 2106 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 10927 members 
Mstep: Class 26 contains 20103 members 
Mstep: Class 27 contains 4003 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574320.000000 Penalty: 97617.203125
Iteration 282Q: 29 clusters Score -1.545743e+08 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17387 members 
Mstep: Class 4 contains 10153 members 
Mstep: Class 5 contains 28167 members 
Mstep: Class 6 contains 191878 members 
Mstep: Class 7 contains 15902 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43807 members 
Mstep: Class 10 contains 9178 members 
Mstep: Class 11 contains 19121 members 
Mstep: Class 12 contains 81642 members 
Mstep: Class 13 contains 9313 members 
Mstep: Class 14 contains 60699 members 
Mstep: Class 15 contains 3715 members 
Mstep: Class 16 contains 247033 members 
Mstep: Class 17 contains 212587 members 
Mstep: Class 18 contains 16400 members 
Mstep: Class 19 contains 11131 members 
Mstep: Class 20 contains 191205 members 
Mstep: Class 21 contains 2809 members 
Mstep: Class 22 contains 3717 members 
Mstep: Class 23 contains 2107 members 
Mstep: Class 24 contains 2159 members 
Mstep: Class 25 contains 10915 members 
Mstep: Class 26 contains 20102 members 
Mstep: Class 27 contains 4002 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154574496.000000 Penalty: 97617.203125
Iteration 283Q: 29 clusters Score -1.545745e+08 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17394 members 
Mstep: Class 4 contains 10144 members 
Mstep: Class 5 contains 28096 members 
Mstep: Class 6 contains 191726 members 
Mstep: Class 7 contains 15888 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43797 members 
Mstep: Class 10 contains 9184 members 
Mstep: Class 11 contains 19121 members 
Mstep: Class 12 contains 81656 members 
Mstep: Class 13 contains 9312 members 
Mstep: Class 14 contains 60490 members 
Mstep: Class 15 contains 3714 members 
Mstep: Class 16 contains 247589 members 
Mstep: Class 17 contains 212733 members 
Mstep: Class 18 contains 16399 members 
Mstep: Class 19 contains 11120 members 
Mstep: Class 20 contains 191033 members 
Mstep: Class 21 contains 2808 members 
Mstep: Class 22 contains 3715 members 
Mstep: Class 23 contains 2107 members 
Mstep: Class 24 contains 2166 members 
Mstep: Class 25 contains 10912 members 
Mstep: Class 26 contains 20102 members 
Mstep: Class 27 contains 4002 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154575072.000000 Penalty: 97617.203125
Iteration 284Q: 29 clusters Score -1.545751e+08 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17401 members 
Mstep: Class 4 contains 10141 members 
Mstep: Class 5 contains 28029 members 
Mstep: Class 6 contains 191605 members 
Mstep: Class 7 contains 15879 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43790 members 
Mstep: Class 10 contains 9186 members 
Mstep: Class 11 contains 19126 members 
Mstep: Class 12 contains 81685 members 
Mstep: Class 13 contains 9308 members 
Mstep: Class 14 contains 60302 members 
Mstep: Class 15 contains 3714 members 
Mstep: Class 16 contains 248046 members 
Mstep: Class 17 contains 212804 members 
Mstep: Class 18 contains 16403 members 
Mstep: Class 19 contains 11118 members 
Mstep: Class 20 contains 190909 members 
Mstep: Class 21 contains 2810 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 2107 members 
Mstep: Class 24 contains 2168 members 
Mstep: Class 25 contains 10910 members 
Mstep: Class 26 contains 20104 members 
Mstep: Class 27 contains 4003 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154575856.000000 Penalty: 97617.203125
Iteration 285Q: 29 clusters Score -1.545759e+08 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55912 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17406 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 27960 members 
Mstep: Class 6 contains 191508 members 
Mstep: Class 7 contains 15869 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43773 members 
Mstep: Class 10 contains 9188 members 
Mstep: Class 11 contains 19134 members 
Mstep: Class 12 contains 81733 members 
Mstep: Class 13 contains 9303 members 
Mstep: Class 14 contains 60123 members 
Mstep: Class 15 contains 3714 members 
Mstep: Class 16 contains 248470 members 
Mstep: Class 17 contains 212787 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 11114 members 
Mstep: Class 20 contains 190872 members 
Mstep: Class 21 contains 2812 members 
Mstep: Class 22 contains 3720 members 
Mstep: Class 23 contains 2107 members 
Mstep: Class 24 contains 2175 members 
Mstep: Class 25 contains 10908 members 
Mstep: Class 26 contains 20109 members 
Mstep: Class 27 contains 4003 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576512.000000 Penalty: 97617.203125
Iteration 286Q: 29 clusters Score -1.545765e+08 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17412 members 
Mstep: Class 4 contains 10124 members 
Mstep: Class 5 contains 27897 members 
Mstep: Class 6 contains 191389 members 
Mstep: Class 7 contains 15872 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43762 members 
Mstep: Class 10 contains 9192 members 
Mstep: Class 11 contains 19136 members 
Mstep: Class 12 contains 81760 members 
Mstep: Class 13 contains 9300 members 
Mstep: Class 14 contains 59936 members 
Mstep: Class 15 contains 3714 members 
Mstep: Class 16 contains 248806 members 
Mstep: Class 17 contains 212846 members 
Mstep: Class 18 contains 16409 members 
Mstep: Class 19 contains 11107 members 
Mstep: Class 20 contains 190874 members 
Mstep: Class 21 contains 2806 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 2108 members 
Mstep: Class 24 contains 2179 members 
Mstep: Class 25 contains 10901 members 
Mstep: Class 26 contains 20112 members 
Mstep: Class 27 contains 4005 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154576640.000000 Penalty: 97617.203125
Iteration 287Q: 29 clusters Score -1.545766e+08 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17416 members 
Mstep: Class 4 contains 10123 members 
Mstep: Class 5 contains 27821 members 
Mstep: Class 6 contains 191272 members 
Mstep: Class 7 contains 15859 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43747 members 
Mstep: Class 10 contains 9196 members 
Mstep: Class 11 contains 19142 members 
Mstep: Class 12 contains 81789 members 
Mstep: Class 13 contains 9297 members 
Mstep: Class 14 contains 59758 members 
Mstep: Class 15 contains 3713 members 
Mstep: Class 16 contains 249126 members 
Mstep: Class 17 contains 212961 members 
Mstep: Class 18 contains 16411 members 
Mstep: Class 19 contains 11098 members 
Mstep: Class 20 contains 190837 members 
Mstep: Class 21 contains 2803 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 2108 members 
Mstep: Class 24 contains 2185 members 
Mstep: Class 25 contains 10899 members 
Mstep: Class 26 contains 20114 members 
Mstep: Class 27 contains 4004 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577696.000000 Penalty: 97617.203125
Iteration 288Q: 29 clusters Score -1.545777e+08 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55801 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17419 members 
Mstep: Class 4 contains 10110 members 
Mstep: Class 5 contains 27749 members 
Mstep: Class 6 contains 191167 members 
Mstep: Class 7 contains 15854 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43749 members 
Mstep: Class 10 contains 9204 members 
Mstep: Class 11 contains 19153 members 
Mstep: Class 12 contains 81817 members 
Mstep: Class 13 contains 9290 members 
Mstep: Class 14 contains 59590 members 
Mstep: Class 15 contains 3713 members 
Mstep: Class 16 contains 249360 members 
Mstep: Class 17 contains 213039 members 
Mstep: Class 18 contains 16419 members 
Mstep: Class 19 contains 11091 members 
Mstep: Class 20 contains 190879 members 
Mstep: Class 21 contains 2801 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2108 members 
Mstep: Class 24 contains 2185 members 
Mstep: Class 25 contains 10895 members 
Mstep: Class 26 contains 20114 members 
Mstep: Class 27 contains 4005 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577808.000000 Penalty: 97617.203125
Iteration 289Q: 29 clusters Score -1.545778e+08 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55774 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17420 members 
Mstep: Class 4 contains 10090 members 
Mstep: Class 5 contains 27692 members 
Mstep: Class 6 contains 190989 members 
Mstep: Class 7 contains 15847 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43731 members 
Mstep: Class 10 contains 9208 members 
Mstep: Class 11 contains 19168 members 
Mstep: Class 12 contains 81851 members 
Mstep: Class 13 contains 9283 members 
Mstep: Class 14 contains 59408 members 
Mstep: Class 15 contains 3713 members 
Mstep: Class 16 contains 249581 members 
Mstep: Class 17 contains 213296 members 
Mstep: Class 18 contains 16418 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 190847 members 
Mstep: Class 21 contains 2796 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 2108 members 
Mstep: Class 24 contains 2189 members 
Mstep: Class 25 contains 10895 members 
Mstep: Class 26 contains 20118 members 
Mstep: Class 27 contains 4006 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154577648.000000 Penalty: 97617.203125
Iteration 290Q: 29 clusters Score -1.545776e+08 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55727 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17426 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 27628 members 
Mstep: Class 6 contains 190858 members 
Mstep: Class 7 contains 15842 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43714 members 
Mstep: Class 10 contains 9213 members 
Mstep: Class 11 contains 19181 members 
Mstep: Class 12 contains 81885 members 
Mstep: Class 13 contains 9277 members 
Mstep: Class 14 contains 59252 members 
Mstep: Class 15 contains 3713 members 
Mstep: Class 16 contains 249749 members 
Mstep: Class 17 contains 213584 members 
Mstep: Class 18 contains 16414 members 
Mstep: Class 19 contains 11078 members 
Mstep: Class 20 contains 190796 members 
Mstep: Class 21 contains 2794 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 2109 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 10886 members 
Mstep: Class 26 contains 20116 members 
Mstep: Class 27 contains 4008 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578000.000000 Penalty: 97617.203125
Iteration 291Q: 29 clusters Score -1.54578e+08 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55707 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17430 members 
Mstep: Class 4 contains 10068 members 
Mstep: Class 5 contains 27542 members 
Mstep: Class 6 contains 190700 members 
Mstep: Class 7 contains 15835 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43686 members 
Mstep: Class 10 contains 9216 members 
Mstep: Class 11 contains 19188 members 
Mstep: Class 12 contains 81919 members 
Mstep: Class 13 contains 9274 members 
Mstep: Class 14 contains 59077 members 
Mstep: Class 15 contains 3713 members 
Mstep: Class 16 contains 249941 members 
Mstep: Class 17 contains 213857 members 
Mstep: Class 18 contains 16408 members 
Mstep: Class 19 contains 11077 members 
Mstep: Class 20 contains 190787 members 
Mstep: Class 21 contains 2795 members 
Mstep: Class 22 contains 3720 members 
Mstep: Class 23 contains 2109 members 
Mstep: Class 24 contains 2187 members 
Mstep: Class 25 contains 10877 members 
Mstep: Class 26 contains 20115 members 
Mstep: Class 27 contains 4010 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578160.000000 Penalty: 97617.203125
Iteration 292Q: 29 clusters Score -1.545782e+08 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17435 members 
Mstep: Class 4 contains 10060 members 
Mstep: Class 5 contains 27479 members 
Mstep: Class 6 contains 190508 members 
Mstep: Class 7 contains 15822 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43663 members 
Mstep: Class 10 contains 9219 members 
Mstep: Class 11 contains 19190 members 
Mstep: Class 12 contains 81946 members 
Mstep: Class 13 contains 9273 members 
Mstep: Class 14 contains 58899 members 
Mstep: Class 15 contains 3713 members 
Mstep: Class 16 contains 250122 members 
Mstep: Class 17 contains 214178 members 
Mstep: Class 18 contains 16402 members 
Mstep: Class 19 contains 11071 members 
Mstep: Class 20 contains 190760 members 
Mstep: Class 21 contains 2797 members 
Mstep: Class 22 contains 3720 members 
Mstep: Class 23 contains 2109 members 
Mstep: Class 24 contains 2188 members 
Mstep: Class 25 contains 10880 members 
Mstep: Class 26 contains 20114 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154578880.000000 Penalty: 97617.203125
Iteration 293Q: 29 clusters Score -1.545789e+08 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17442 members 
Mstep: Class 4 contains 10056 members 
Mstep: Class 5 contains 27412 members 
Mstep: Class 6 contains 190290 members 
Mstep: Class 7 contains 15811 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43639 members 
Mstep: Class 10 contains 9222 members 
Mstep: Class 11 contains 19191 members 
Mstep: Class 12 contains 81969 members 
Mstep: Class 13 contains 9272 members 
Mstep: Class 14 contains 58739 members 
Mstep: Class 15 contains 3713 members 
Mstep: Class 16 contains 250291 members 
Mstep: Class 17 contains 214489 members 
Mstep: Class 18 contains 16401 members 
Mstep: Class 19 contains 11061 members 
Mstep: Class 20 contains 190776 members 
Mstep: Class 21 contains 2800 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 2109 members 
Mstep: Class 24 contains 2187 members 
Mstep: Class 25 contains 10872 members 
Mstep: Class 26 contains 20115 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154579440.000000 Penalty: 97617.203125
Iteration 294Q: 29 clusters Score -1.545794e+08 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17449 members 
Mstep: Class 4 contains 10047 members 
Mstep: Class 5 contains 27346 members 
Mstep: Class 6 contains 190111 members 
Mstep: Class 7 contains 15795 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43606 members 
Mstep: Class 10 contains 9227 members 
Mstep: Class 11 contains 19193 members 
Mstep: Class 12 contains 81997 members 
Mstep: Class 13 contains 9271 members 
Mstep: Class 14 contains 58553 members 
Mstep: Class 15 contains 3714 members 
Mstep: Class 16 contains 250438 members 
Mstep: Class 17 contains 214855 members 
Mstep: Class 18 contains 16398 members 
Mstep: Class 19 contains 11050 members 
Mstep: Class 20 contains 190776 members 
Mstep: Class 21 contains 2798 members 
Mstep: Class 22 contains 3721 members 
Mstep: Class 23 contains 2109 members 
Mstep: Class 24 contains 2187 members 
Mstep: Class 25 contains 10865 members 
Mstep: Class 26 contains 20114 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580384.000000 Penalty: 97617.203125
Iteration 295Q: 29 clusters Score -1.545804e+08 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55558 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17458 members 
Mstep: Class 4 contains 10033 members 
Mstep: Class 5 contains 27252 members 
Mstep: Class 6 contains 189935 members 
Mstep: Class 7 contains 15783 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43601 members 
Mstep: Class 10 contains 9232 members 
Mstep: Class 11 contains 19198 members 
Mstep: Class 12 contains 82054 members 
Mstep: Class 13 contains 9265 members 
Mstep: Class 14 contains 58343 members 
Mstep: Class 15 contains 3714 members 
Mstep: Class 16 contains 250517 members 
Mstep: Class 17 contains 215232 members 
Mstep: Class 18 contains 16399 members 
Mstep: Class 19 contains 11039 members 
Mstep: Class 20 contains 190825 members 
Mstep: Class 21 contains 2800 members 
Mstep: Class 22 contains 3723 members 
Mstep: Class 23 contains 2109 members 
Mstep: Class 24 contains 2183 members 
Mstep: Class 25 contains 10860 members 
Mstep: Class 26 contains 20113 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154580944.000000 Penalty: 97617.203125
Iteration 296Q: 29 clusters Score -1.545809e+08 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17460 members 
Mstep: Class 4 contains 10024 members 
Mstep: Class 5 contains 27156 members 
Mstep: Class 6 contains 189781 members 
Mstep: Class 7 contains 15767 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43590 members 
Mstep: Class 10 contains 9235 members 
Mstep: Class 11 contains 19205 members 
Mstep: Class 12 contains 82138 members 
Mstep: Class 13 contains 9263 members 
Mstep: Class 14 contains 58150 members 
Mstep: Class 15 contains 3713 members 
Mstep: Class 16 contains 250508 members 
Mstep: Class 17 contains 215749 members 
Mstep: Class 18 contains 16399 members 
Mstep: Class 19 contains 11030 members 
Mstep: Class 20 contains 190758 members 
Mstep: Class 21 contains 2797 members 
Mstep: Class 22 contains 3721 members 
Mstep: Class 23 contains 2109 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 10851 members 
Mstep: Class 26 contains 20112 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581376.000000 Penalty: 97617.203125
Iteration 297Q: 29 clusters Score -1.545814e+08 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55471 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17465 members 
Mstep: Class 4 contains 10015 members 
Mstep: Class 5 contains 27086 members 
Mstep: Class 6 contains 189573 members 
Mstep: Class 7 contains 15756 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43574 members 
Mstep: Class 10 contains 9241 members 
Mstep: Class 11 contains 19213 members 
Mstep: Class 12 contains 82189 members 
Mstep: Class 13 contains 9263 members 
Mstep: Class 14 contains 57939 members 
Mstep: Class 15 contains 3712 members 
Mstep: Class 16 contains 250384 members 
Mstep: Class 17 contains 216383 members 
Mstep: Class 18 contains 16398 members 
Mstep: Class 19 contains 11024 members 
Mstep: Class 20 contains 190771 members 
Mstep: Class 21 contains 2799 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 2109 members 
Mstep: Class 24 contains 2185 members 
Mstep: Class 25 contains 10835 members 
Mstep: Class 26 contains 20116 members 
Mstep: Class 27 contains 4013 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581296.000000 Penalty: 97617.203125
Iteration 298Q: 29 clusters Score -1.545813e+08 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17467 members 
Mstep: Class 4 contains 10006 members 
Mstep: Class 5 contains 27034 members 
Mstep: Class 6 contains 189359 members 
Mstep: Class 7 contains 15744 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43570 members 
Mstep: Class 10 contains 9249 members 
Mstep: Class 11 contains 19219 members 
Mstep: Class 12 contains 82228 members 
Mstep: Class 13 contains 9264 members 
Mstep: Class 14 contains 57697 members 
Mstep: Class 15 contains 3709 members 
Mstep: Class 16 contains 250220 members 
Mstep: Class 17 contains 217109 members 
Mstep: Class 18 contains 16392 members 
Mstep: Class 19 contains 11010 members 
Mstep: Class 20 contains 190767 members 
Mstep: Class 21 contains 2803 members 
Mstep: Class 22 contains 3720 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 2181 members 
Mstep: Class 25 contains 10819 members 
Mstep: Class 26 contains 20114 members 
Mstep: Class 27 contains 4013 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581552.000000 Penalty: 97617.203125
Iteration 299Q: 29 clusters Score -1.545816e+08 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17469 members 
Mstep: Class 4 contains 10006 members 
Mstep: Class 5 contains 26959 members 
Mstep: Class 6 contains 189157 members 
Mstep: Class 7 contains 15736 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43568 members 
Mstep: Class 10 contains 9252 members 
Mstep: Class 11 contains 19232 members 
Mstep: Class 12 contains 82263 members 
Mstep: Class 13 contains 9260 members 
Mstep: Class 14 contains 57466 members 
Mstep: Class 15 contains 3709 members 
Mstep: Class 16 contains 250056 members 
Mstep: Class 17 contains 217822 members 
Mstep: Class 18 contains 16390 members 
Mstep: Class 19 contains 11004 members 
Mstep: Class 20 contains 190712 members 
Mstep: Class 21 contains 2807 members 
Mstep: Class 22 contains 3720 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 10810 members 
Mstep: Class 26 contains 20122 members 
Mstep: Class 27 contains 4015 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154581824.000000 Penalty: 97617.203125
Iteration 300F: 29 clusters Score -1.545818e+08 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55385 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17472 members 
Mstep: Class 4 contains 10005 members 
Mstep: Class 5 contains 26861 members 
Mstep: Class 6 contains 188972 members 
Mstep: Class 7 contains 15726 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43566 members 
Mstep: Class 10 contains 9256 members 
Mstep: Class 11 contains 19242 members 
Mstep: Class 12 contains 82331 members 
Mstep: Class 13 contains 9257 members 
Mstep: Class 14 contains 57248 members 
Mstep: Class 15 contains 3708 members 
Mstep: Class 16 contains 249951 members 
Mstep: Class 17 contains 218471 members 
Mstep: Class 18 contains 16391 members 
Mstep: Class 19 contains 11000 members 
Mstep: Class 20 contains 190628 members 
Mstep: Class 21 contains 2808 members 
Mstep: Class 22 contains 3723 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 2181 members 
Mstep: Class 25 contains 10807 members 
Mstep: Class 26 contains 20123 members 
Mstep: Class 27 contains 4016 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154582640.000000 Penalty: 97617.203125
Iteration 301Q: 29 clusters Score -1.545826e+08 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17475 members 
Mstep: Class 4 contains 10011 members 
Mstep: Class 5 contains 26750 members 
Mstep: Class 6 contains 188825 members 
Mstep: Class 7 contains 15709 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43570 members 
Mstep: Class 10 contains 9262 members 
Mstep: Class 11 contains 19249 members 
Mstep: Class 12 contains 82396 members 
Mstep: Class 13 contains 9251 members 
Mstep: Class 14 contains 56973 members 
Mstep: Class 15 contains 3708 members 
Mstep: Class 16 contains 249884 members 
Mstep: Class 17 contains 219058 members 
Mstep: Class 18 contains 16392 members 
Mstep: Class 19 contains 10990 members 
Mstep: Class 20 contains 190618 members 
Mstep: Class 21 contains 2809 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 2183 members 
Mstep: Class 25 contains 10816 members 
Mstep: Class 26 contains 20122 members 
Mstep: Class 27 contains 4016 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154582800.000000 Penalty: 97617.203125
Iteration 302Q: 29 clusters Score -1.545828e+08 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17480 members 
Mstep: Class 4 contains 10008 members 
Mstep: Class 5 contains 26612 members 
Mstep: Class 6 contains 188666 members 
Mstep: Class 7 contains 15697 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43572 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 11 contains 19254 members 
Mstep: Class 12 contains 82462 members 
Mstep: Class 13 contains 9244 members 
Mstep: Class 14 contains 56677 members 
Mstep: Class 15 contains 3708 members 
Mstep: Class 16 contains 249795 members 
Mstep: Class 17 contains 219719 members 
Mstep: Class 18 contains 16390 members 
Mstep: Class 19 contains 10970 members 
Mstep: Class 20 contains 190656 members 
Mstep: Class 21 contains 2810 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 10811 members 
Mstep: Class 26 contains 20126 members 
Mstep: Class 27 contains 4015 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154583936.000000 Penalty: 97617.203125
Iteration 303Q: 29 clusters Score -1.545839e+08 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55213 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17481 members 
Mstep: Class 4 contains 10003 members 
Mstep: Class 5 contains 26473 members 
Mstep: Class 6 contains 188502 members 
Mstep: Class 7 contains 15690 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43547 members 
Mstep: Class 10 contains 9283 members 
Mstep: Class 11 contains 19255 members 
Mstep: Class 12 contains 82533 members 
Mstep: Class 13 contains 9244 members 
Mstep: Class 14 contains 56382 members 
Mstep: Class 15 contains 3707 members 
Mstep: Class 16 contains 249579 members 
Mstep: Class 17 contains 220457 members 
Mstep: Class 18 contains 16387 members 
Mstep: Class 19 contains 10950 members 
Mstep: Class 20 contains 190772 members 
Mstep: Class 21 contains 2808 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 2191 members 
Mstep: Class 25 contains 10799 members 
Mstep: Class 26 contains 20129 members 
Mstep: Class 27 contains 4014 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154584672.000000 Penalty: 97617.203125
Iteration 304Q: 29 clusters Score -1.545847e+08 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17487 members 
Mstep: Class 4 contains 9996 members 
Mstep: Class 5 contains 26341 members 
Mstep: Class 6 contains 188313 members 
Mstep: Class 7 contains 15684 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43531 members 
Mstep: Class 10 contains 9291 members 
Mstep: Class 11 contains 19255 members 
Mstep: Class 12 contains 82605 members 
Mstep: Class 13 contains 9239 members 
Mstep: Class 14 contains 56085 members 
Mstep: Class 15 contains 3706 members 
Mstep: Class 16 contains 249367 members 
Mstep: Class 17 contains 221235 members 
Mstep: Class 18 contains 16385 members 
Mstep: Class 19 contains 10922 members 
Mstep: Class 20 contains 190852 members 
Mstep: Class 21 contains 2813 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 2111 members 
Mstep: Class 24 contains 2188 members 
Mstep: Class 25 contains 10788 members 
Mstep: Class 26 contains 20135 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154585568.000000 Penalty: 97617.203125
Iteration 305Q: 29 clusters Score -1.545856e+08 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55147 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17488 members 
Mstep: Class 4 contains 9990 members 
Mstep: Class 5 contains 26202 members 
Mstep: Class 6 contains 188105 members 
Mstep: Class 7 contains 15676 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43510 members 
Mstep: Class 10 contains 9303 members 
Mstep: Class 11 contains 19266 members 
Mstep: Class 12 contains 82666 members 
Mstep: Class 13 contains 9237 members 
Mstep: Class 14 contains 55782 members 
Mstep: Class 15 contains 3705 members 
Mstep: Class 16 contains 249162 members 
Mstep: Class 17 contains 222030 members 
Mstep: Class 18 contains 16386 members 
Mstep: Class 19 contains 10894 members 
Mstep: Class 20 contains 190918 members 
Mstep: Class 21 contains 2809 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 2111 members 
Mstep: Class 24 contains 2185 members 
Mstep: Class 25 contains 10792 members 
Mstep: Class 26 contains 20135 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154586240.000000 Penalty: 97617.203125
Iteration 306Q: 29 clusters Score -1.545862e+08 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17492 members 
Mstep: Class 4 contains 9981 members 
Mstep: Class 5 contains 26076 members 
Mstep: Class 6 contains 187869 members 
Mstep: Class 7 contains 15673 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43486 members 
Mstep: Class 10 contains 9312 members 
Mstep: Class 11 contains 19277 members 
Mstep: Class 12 contains 82716 members 
Mstep: Class 13 contains 9235 members 
Mstep: Class 14 contains 55515 members 
Mstep: Class 15 contains 3703 members 
Mstep: Class 16 contains 248930 members 
Mstep: Class 17 contains 222706 members 
Mstep: Class 18 contains 16381 members 
Mstep: Class 19 contains 10870 members 
Mstep: Class 20 contains 191091 members 
Mstep: Class 21 contains 2810 members 
Mstep: Class 22 contains 3731 members 
Mstep: Class 23 contains 2112 members 
Mstep: Class 24 contains 2184 members 
Mstep: Class 25 contains 10790 members 
Mstep: Class 26 contains 20135 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154586816.000000 Penalty: 97617.203125
Iteration 307Q: 29 clusters Score -1.545868e+08 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55159 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17495 members 
Mstep: Class 4 contains 9974 members 
Mstep: Class 5 contains 25942 members 
Mstep: Class 6 contains 187647 members 
Mstep: Class 7 contains 15670 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43461 members 
Mstep: Class 10 contains 9324 members 
Mstep: Class 11 contains 19282 members 
Mstep: Class 12 contains 82750 members 
Mstep: Class 13 contains 9235 members 
Mstep: Class 14 contains 55202 members 
Mstep: Class 15 contains 3702 members 
Mstep: Class 16 contains 248697 members 
Mstep: Class 17 contains 223350 members 
Mstep: Class 18 contains 16383 members 
Mstep: Class 19 contains 10846 members 
Mstep: Class 20 contains 191337 members 
Mstep: Class 21 contains 2811 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 2111 members 
Mstep: Class 24 contains 2190 members 
Mstep: Class 25 contains 10791 members 
Mstep: Class 26 contains 20138 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154587520.000000 Penalty: 97617.203125
Iteration 308Q: 29 clusters Score -1.545875e+08 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55143 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17492 members 
Mstep: Class 4 contains 9982 members 
Mstep: Class 5 contains 25790 members 
Mstep: Class 6 contains 187428 members 
Mstep: Class 7 contains 15658 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43452 members 
Mstep: Class 10 contains 9335 members 
Mstep: Class 11 contains 19284 members 
Mstep: Class 12 contains 82837 members 
Mstep: Class 13 contains 9235 members 
Mstep: Class 14 contains 54864 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 248450 members 
Mstep: Class 17 contains 223947 members 
Mstep: Class 18 contains 16377 members 
Mstep: Class 19 contains 10823 members 
Mstep: Class 20 contains 191649 members 
Mstep: Class 21 contains 2808 members 
Mstep: Class 22 contains 3736 members 
Mstep: Class 23 contains 2111 members 
Mstep: Class 24 contains 2197 members 
Mstep: Class 25 contains 10789 members 
Mstep: Class 26 contains 20141 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588160.000000 Penalty: 97617.203125
Iteration 309Q: 29 clusters Score -1.545882e+08 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55124 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17490 members 
Mstep: Class 4 contains 9969 members 
Mstep: Class 5 contains 25631 members 
Mstep: Class 6 contains 187177 members 
Mstep: Class 7 contains 15635 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43450 members 
Mstep: Class 10 contains 9354 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 82876 members 
Mstep: Class 13 contains 9234 members 
Mstep: Class 14 contains 54523 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 248200 members 
Mstep: Class 17 contains 224619 members 
Mstep: Class 18 contains 16370 members 
Mstep: Class 19 contains 10800 members 
Mstep: Class 20 contains 192002 members 
Mstep: Class 21 contains 2806 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 2111 members 
Mstep: Class 24 contains 2201 members 
Mstep: Class 25 contains 10794 members 
Mstep: Class 26 contains 20141 members 
Mstep: Class 27 contains 4008 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154588832.000000 Penalty: 97617.203125
Iteration 310Q: 29 clusters Score -1.545888e+08 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17493 members 
Mstep: Class 4 contains 9964 members 
Mstep: Class 5 contains 25502 members 
Mstep: Class 6 contains 186914 members 
Mstep: Class 7 contains 15617 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43450 members 
Mstep: Class 10 contains 9376 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 82918 members 
Mstep: Class 13 contains 9235 members 
Mstep: Class 14 contains 54204 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 247897 members 
Mstep: Class 17 contains 225302 members 
Mstep: Class 18 contains 16367 members 
Mstep: Class 19 contains 10781 members 
Mstep: Class 20 contains 192358 members 
Mstep: Class 21 contains 2802 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 2111 members 
Mstep: Class 24 contains 2209 members 
Mstep: Class 25 contains 10788 members 
Mstep: Class 26 contains 20143 members 
Mstep: Class 27 contains 4008 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154589392.000000 Penalty: 97617.203125
Iteration 311Q: 29 clusters Score -1.545894e+08 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17493 members 
Mstep: Class 4 contains 9959 members 
Mstep: Class 5 contains 25372 members 
Mstep: Class 6 contains 186653 members 
Mstep: Class 7 contains 15589 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43433 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 82936 members 
Mstep: Class 13 contains 9235 members 
Mstep: Class 14 contains 53905 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 247567 members 
Mstep: Class 17 contains 225938 members 
Mstep: Class 18 contains 16360 members 
Mstep: Class 19 contains 10762 members 
Mstep: Class 20 contains 192816 members 
Mstep: Class 21 contains 2801 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 2111 members 
Mstep: Class 24 contains 2212 members 
Mstep: Class 25 contains 10793 members 
Mstep: Class 26 contains 20147 members 
Mstep: Class 27 contains 4008 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154590320.000000 Penalty: 97617.203125
Iteration 312Q: 29 clusters Score -1.545903e+08 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17497 members 
Mstep: Class 4 contains 9950 members 
Mstep: Class 5 contains 25244 members 
Mstep: Class 6 contains 186400 members 
Mstep: Class 7 contains 15563 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43418 members 
Mstep: Class 10 contains 9412 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 82934 members 
Mstep: Class 13 contains 9235 members 
Mstep: Class 14 contains 53607 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 247299 members 
Mstep: Class 17 contains 226427 members 
Mstep: Class 18 contains 16361 members 
Mstep: Class 19 contains 10742 members 
Mstep: Class 20 contains 193389 members 
Mstep: Class 21 contains 2798 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 2112 members 
Mstep: Class 24 contains 2214 members 
Mstep: Class 25 contains 10782 members 
Mstep: Class 26 contains 20149 members 
Mstep: Class 27 contains 4008 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154590352.000000 Penalty: 97617.203125
Iteration 313Q: 29 clusters Score -1.545904e+08 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54923 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17497 members 
Mstep: Class 4 contains 9932 members 
Mstep: Class 5 contains 25128 members 
Mstep: Class 6 contains 186156 members 
Mstep: Class 7 contains 15536 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43398 members 
Mstep: Class 10 contains 9422 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 82933 members 
Mstep: Class 13 contains 9235 members 
Mstep: Class 14 contains 53294 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 247078 members 
Mstep: Class 17 contains 226810 members 
Mstep: Class 18 contains 16357 members 
Mstep: Class 19 contains 10727 members 
Mstep: Class 20 contains 194021 members 
Mstep: Class 21 contains 2802 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 2214 members 
Mstep: Class 25 contains 10773 members 
Mstep: Class 26 contains 20150 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154590880.000000 Penalty: 97617.203125
Iteration 314Q: 29 clusters Score -1.545909e+08 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54889 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17497 members 
Mstep: Class 4 contains 9920 members 
Mstep: Class 5 contains 25004 members 
Mstep: Class 6 contains 185958 members 
Mstep: Class 7 contains 15505 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43389 members 
Mstep: Class 10 contains 9429 members 
Mstep: Class 11 contains 19294 members 
Mstep: Class 12 contains 82930 members 
Mstep: Class 13 contains 9234 members 
Mstep: Class 14 contains 53024 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 246773 members 
Mstep: Class 17 contains 227090 members 
Mstep: Class 18 contains 16345 members 
Mstep: Class 19 contains 10719 members 
Mstep: Class 20 contains 194729 members 
Mstep: Class 21 contains 2806 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 2208 members 
Mstep: Class 25 contains 10778 members 
Mstep: Class 26 contains 20152 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591760.000000 Penalty: 97617.203125
Iteration 315Q: 29 clusters Score -1.545918e+08 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54831 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17497 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 24865 members 
Mstep: Class 6 contains 185797 members 
Mstep: Class 7 contains 15485 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43387 members 
Mstep: Class 10 contains 9434 members 
Mstep: Class 11 contains 19301 members 
Mstep: Class 12 contains 82962 members 
Mstep: Class 13 contains 9232 members 
Mstep: Class 14 contains 52744 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 246499 members 
Mstep: Class 17 contains 227249 members 
Mstep: Class 18 contains 16341 members 
Mstep: Class 19 contains 10698 members 
Mstep: Class 20 contains 195484 members 
Mstep: Class 21 contains 2805 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 2202 members 
Mstep: Class 25 contains 10787 members 
Mstep: Class 26 contains 20154 members 
Mstep: Class 27 contains 4010 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154591744.000000 Penalty: 97617.203125
Iteration 316Q: 29 clusters Score -1.545917e+08 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17497 members 
Mstep: Class 4 contains 9915 members 
Mstep: Class 5 contains 24714 members 
Mstep: Class 6 contains 185651 members 
Mstep: Class 7 contains 15462 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43376 members 
Mstep: Class 10 contains 9447 members 
Mstep: Class 11 contains 19304 members 
Mstep: Class 12 contains 82985 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 52481 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 246180 members 
Mstep: Class 17 contains 227365 members 
Mstep: Class 18 contains 16337 members 
Mstep: Class 19 contains 10689 members 
Mstep: Class 20 contains 196274 members 
Mstep: Class 21 contains 2807 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 2204 members 
Mstep: Class 25 contains 10804 members 
Mstep: Class 26 contains 20156 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154592160.000000 Penalty: 97617.203125
Iteration 317Q: 29 clusters Score -1.545922e+08 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17494 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 24593 members 
Mstep: Class 6 contains 185528 members 
Mstep: Class 7 contains 15453 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43367 members 
Mstep: Class 10 contains 9458 members 
Mstep: Class 11 contains 19306 members 
Mstep: Class 12 contains 83030 members 
Mstep: Class 13 contains 9229 members 
Mstep: Class 14 contains 52176 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 245897 members 
Mstep: Class 17 contains 227336 members 
Mstep: Class 18 contains 16326 members 
Mstep: Class 19 contains 10673 members 
Mstep: Class 20 contains 197131 members 
Mstep: Class 21 contains 2806 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 2207 members 
Mstep: Class 25 contains 10812 members 
Mstep: Class 26 contains 20154 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154592240.000000 Penalty: 97617.203125
Iteration 318Q: 29 clusters Score -1.545922e+08 nChanged 3875
Entering ConstructFrom: 
Score: -154592240.000000 Penalty: 97617.203125
Entering ConstructFrom: 
Trying to split cluster 1 (54746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Entering Unmasked Estep 
Score: -6877858.500000 Penalty: 2705.793945
	Iteration 0F: 2 clusters Score -6877858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -6840966.000000 Penalty: 5411.587891
	Iteration 0F: 3 clusters Score -6840966 nChanged 25459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -6855096.500000 Penalty: 5411.587891
	Iteration 1F: 3 clusters Score -6855096 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -6855663.000000 Penalty: 5411.587891
	Iteration 2Q: 3 clusters Score -6855663 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -6856158.000000 Penalty: 5411.587891
	Iteration 3Q: 3 clusters Score -6856158 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -6856637.500000 Penalty: 5411.587891
	Iteration 4Q: 3 clusters Score -6856638 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -6857342.000000 Penalty: 5411.587891
	Iteration 5Q: 3 clusters Score -6857342 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -6858145.500000 Penalty: 5411.587891
	Iteration 6Q: 3 clusters Score -6858146 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -6859376.000000 Penalty: 5411.587891
	Iteration 7Q: 3 clusters Score -6859376 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -6861222.500000 Penalty: 5411.587891
	Iteration 8F: 3 clusters Score -6861222 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -6863947.500000 Penalty: 5411.587891
	Iteration 9F: 3 clusters Score -6863948 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -6867417.500000 Penalty: 5411.587891
	Iteration 10F: 3 clusters Score -6867418 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -6871036.500000 Penalty: 5411.587891
	Iteration 11F: 3 clusters Score -6871036 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6873515.500000 Penalty: 5411.587891
	Iteration 12Q: 3 clusters Score -6873516 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53846 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6874728.000000 Penalty: 5411.587891
	Iteration 13Q: 3 clusters Score -6874728 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54285 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6875177.500000 Penalty: 5411.587891
	Iteration 14Q: 3 clusters Score -6875178 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6875358.000000 Penalty: 5411.587891
	Iteration 15Q: 3 clusters Score -6875358 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6875444.500000 Penalty: 5411.587891
	Iteration 16Q: 3 clusters Score -6875444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54498 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6875481.000000 Penalty: 5411.587891
	Iteration 17Q: 3 clusters Score -6875481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6875509.000000 Penalty: 5411.587891
	Iteration 18Q: 3 clusters Score -6875509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6875518.500000 Penalty: 5411.587891
	Iteration 19Q: 3 clusters Score -6875518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6875541.000000 Penalty: 5411.587891
	Iteration 20F: 3 clusters Score -6875541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6875539.000000 Penalty: 5411.587891
	Iteration 21Q: 3 clusters Score -6875539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54518 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6875551.500000 Penalty: 5411.587891
	Iteration 22Q: 3 clusters Score -6875552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6875556.500000 Penalty: 5411.587891
	Iteration 23Q: 3 clusters Score -6875556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6875560.500000 Penalty: 5411.587891
	Iteration 24Q: 3 clusters Score -6875560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6875561.000000 Penalty: 5411.587891
	Iteration 25Q: 3 clusters Score -6875561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6875561.000000 Penalty: 5411.587891
	Iteration 26Q: 3 clusters Score -6875561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6875568.500000 Penalty: 5411.587891
	Iteration 27Q: 3 clusters Score -6875568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6875575.000000 Penalty: 5411.587891
	Iteration 28Q: 3 clusters Score -6875575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6875582.000000 Penalty: 5411.587891
	Iteration 29Q: 3 clusters Score -6875582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6875582.500000 Penalty: 5411.587891
	Iteration 30Q: 3 clusters Score -6875582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6875589.500000 Penalty: 5411.587891
	Iteration 31Q: 3 clusters Score -6875590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6875593.500000 Penalty: 5411.587891
	Iteration 32Q: 3 clusters Score -6875594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6875593.500000 Penalty: 5411.587891
	Iteration 33F: 3 clusters Score -6875594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -119823.750000 Penalty: 1724.986938
	Iteration 0F: 2 clusters Score -119823.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -117850.453125 Penalty: 3449.973877
	Iteration 0F: 3 clusters Score -117850.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -118168.414062 Penalty: 3449.973877
	Iteration 1F: 3 clusters Score -118168.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -118281.132812 Penalty: 3449.973877
	Iteration 2F: 3 clusters Score -118281.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -118363.218750 Penalty: 3449.973877
	Iteration 3Q: 3 clusters Score -118363.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -118450.257812 Penalty: 3449.973877
	Iteration 4Q: 3 clusters Score -118450.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -118603.710938 Penalty: 3449.973877
	Iteration 5Q: 3 clusters Score -118603.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -118749.968750 Penalty: 3449.973877
	Iteration 6Q: 3 clusters Score -118750 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -118929.273438 Penalty: 3449.973877
	Iteration 7Q: 3 clusters Score -118929.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -119092.453125 Penalty: 3449.973877
	Iteration 8Q: 3 clusters Score -119092.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -119302.578125 Penalty: 3449.973877
	Iteration 9Q: 3 clusters Score -119302.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -119524.234375 Penalty: 3449.973877
	Iteration 10Q: 3 clusters Score -119524.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -119674.281250 Penalty: 3449.973877
	Iteration 11Q: 3 clusters Score -119674.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -119692.171875 Penalty: 3449.973877
	Iteration 12Q: 3 clusters Score -119692.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -119712.218750 Penalty: 3449.973877
	Iteration 13Q: 3 clusters Score -119712.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -119729.390625 Penalty: 3449.973877
	Iteration 14Q: 3 clusters Score -119729.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -119746.867188 Penalty: 3449.973877
	Iteration 15Q: 3 clusters Score -119746.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -119768.226562 Penalty: 3449.973877
	Iteration 16Q: 3 clusters Score -119768.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -119786.914062 Penalty: 3449.973877
	Iteration 17Q: 3 clusters Score -119786.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -119804.640625 Penalty: 3449.973877
	Iteration 18Q: 3 clusters Score -119804.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -119823.218750 Penalty: 3449.973877
	Iteration 19Q: 3 clusters Score -119823.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -119832.726562 Penalty: 3449.973877
	Iteration 20F: 3 clusters Score -119832.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -119840.117188 Penalty: 3449.973877
	Iteration 21Q: 3 clusters Score -119840.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -119849.984375 Penalty: 3449.973877
	Iteration 22Q: 3 clusters Score -119850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -119851.257812 Penalty: 3449.973877
	Iteration 23Q: 3 clusters Score -119851.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -119851.257812 Penalty: 3449.973877
	Iteration 24F: 3 clusters Score -119851.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 17494 members 
Mstep: Class 4 contains 9920 members 
Mstep: Class 5 contains 24467 members 
Mstep: Class 6 contains 185404 members 
Mstep: Class 7 contains 15449 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43370 members 
Mstep: Class 10 contains 9470 members 
Mstep: Class 11 contains 19311 members 
Mstep: Class 12 contains 83089 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 51849 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 245569 members 
Mstep: Class 17 contains 227288 members 
Mstep: Class 18 contains 16319 members 
Mstep: Class 19 contains 10660 members 
Mstep: Class 20 contains 198054 members 
Mstep: Class 21 contains 2805 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 2204 members 
Mstep: Class 25 contains 10821 members 
Mstep: Class 26 contains 20157 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 463 members 
Entering Unmasked Estep 
Score: -154590640.000000 Penalty: 101103.531250
Splitting cluster 2 changes total score from -154592240.000000 to -154590640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (17494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Entering Unmasked Estep 
Score: -2153316.000000 Penalty: 2422.864014
	Iteration 0F: 2 clusters Score -2153316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2140817.250000 Penalty: 4845.728027
	Iteration 0F: 3 clusters Score -2140817 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2144827.750000 Penalty: 4845.728027
	Iteration 1F: 3 clusters Score -2144828 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2145208.000000 Penalty: 4845.728027
	Iteration 2F: 3 clusters Score -2145208 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2145471.000000 Penalty: 4845.728027
	Iteration 3Q: 3 clusters Score -2145471 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2145677.750000 Penalty: 4845.728027
	Iteration 4Q: 3 clusters Score -2145678 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2145891.000000 Penalty: 4845.728027
	Iteration 5Q: 3 clusters Score -2145891 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2146091.250000 Penalty: 4845.728027
	Iteration 6Q: 3 clusters Score -2146091 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2146296.500000 Penalty: 4845.728027
	Iteration 7Q: 3 clusters Score -2146296 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2146566.250000 Penalty: 4845.728027
	Iteration 8Q: 3 clusters Score -2146566 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2146910.750000 Penalty: 4845.728027
	Iteration 9Q: 3 clusters Score -2146911 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2147356.500000 Penalty: 4845.728027
	Iteration 10Q: 3 clusters Score -2147356 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2147938.500000 Penalty: 4845.728027
	Iteration 11F: 3 clusters Score -2147938 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2148642.500000 Penalty: 4845.728027
	Iteration 12F: 3 clusters Score -2148642 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2149381.000000 Penalty: 4845.728027
	Iteration 13F: 3 clusters Score -2149381 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2150010.500000 Penalty: 4845.728027
	Iteration 14Q: 3 clusters Score -2150010 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2150436.500000 Penalty: 4845.728027
	Iteration 15Q: 3 clusters Score -2150436 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2150690.750000 Penalty: 4845.728027
	Iteration 16Q: 3 clusters Score -2150691 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2150856.500000 Penalty: 4845.728027
	Iteration 17Q: 3 clusters Score -2150856 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2150960.000000 Penalty: 4845.728027
	Iteration 18Q: 3 clusters Score -2150960 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2151029.500000 Penalty: 4845.728027
	Iteration 19Q: 3 clusters Score -2151030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2151080.750000 Penalty: 4845.728027
	Iteration 20F: 3 clusters Score -2151081 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2151122.000000 Penalty: 4845.728027
	Iteration 21Q: 3 clusters Score -2151122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2151149.250000 Penalty: 4845.728027
	Iteration 22Q: 3 clusters Score -2151149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2151178.500000 Penalty: 4845.728027
	Iteration 23Q: 3 clusters Score -2151178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2151197.000000 Penalty: 4845.728027
	Iteration 24Q: 3 clusters Score -2151197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2151212.000000 Penalty: 4845.728027
	Iteration 25Q: 3 clusters Score -2151212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2151224.250000 Penalty: 4845.728027
	Iteration 26Q: 3 clusters Score -2151224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2151234.250000 Penalty: 4845.728027
	Iteration 27Q: 3 clusters Score -2151234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2151237.500000 Penalty: 4845.728027
	Iteration 28Q: 3 clusters Score -2151238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2151243.250000 Penalty: 4845.728027
	Iteration 29Q: 3 clusters Score -2151243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2151242.750000 Penalty: 4845.728027
	Iteration 30Q: 3 clusters Score -2151243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2151244.250000 Penalty: 4845.728027
	Iteration 31Q: 3 clusters Score -2151244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2151243.250000 Penalty: 4845.728027
	Iteration 32Q: 3 clusters Score -2151243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2151243.250000 Penalty: 4845.728027
	Iteration 33F: 3 clusters Score -2151243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Entering Unmasked Estep 
Score: -1178380.500000 Penalty: 2282.172607
	Iteration 0F: 2 clusters Score -1178380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1170812.000000 Penalty: 4564.345215
	Iteration 0F: 3 clusters Score -1170812 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1173002.500000 Penalty: 4564.345215
	Iteration 1F: 3 clusters Score -1173002 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1173295.125000 Penalty: 4564.345215
	Iteration 2F: 3 clusters Score -1173295 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1173512.625000 Penalty: 4564.345215
	Iteration 3Q: 3 clusters Score -1173513 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1173662.375000 Penalty: 4564.345215
	Iteration 4Q: 3 clusters Score -1173662 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1173796.625000 Penalty: 4564.345215
	Iteration 5Q: 3 clusters Score -1173797 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1173901.875000 Penalty: 4564.345215
	Iteration 6Q: 3 clusters Score -1173902 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1173998.000000 Penalty: 4564.345215
	Iteration 7Q: 3 clusters Score -1173998 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1174087.875000 Penalty: 4564.345215
	Iteration 8Q: 3 clusters Score -1174088 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1174173.250000 Penalty: 4564.345215
	Iteration 9Q: 3 clusters Score -1174173 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1174265.250000 Penalty: 4564.345215
	Iteration 10Q: 3 clusters Score -1174265 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1174379.875000 Penalty: 4564.345215
	Iteration 11Q: 3 clusters Score -1174380 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1174489.375000 Penalty: 4564.345215
	Iteration 12Q: 3 clusters Score -1174489 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1174620.000000 Penalty: 4564.345215
	Iteration 13Q: 3 clusters Score -1174620 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1174785.000000 Penalty: 4564.345215
	Iteration 14Q: 3 clusters Score -1174785 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1174938.750000 Penalty: 4564.345215
	Iteration 15Q: 3 clusters Score -1174939 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1175101.625000 Penalty: 4564.345215
	Iteration 16Q: 3 clusters Score -1175102 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1175276.250000 Penalty: 4564.345215
	Iteration 17Q: 3 clusters Score -1175276 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1175454.125000 Penalty: 4564.345215
	Iteration 18Q: 3 clusters Score -1175454 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1175640.500000 Penalty: 4564.345215
	Iteration 19Q: 3 clusters Score -1175640 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1175845.125000 Penalty: 4564.345215
	Iteration 20F: 3 clusters Score -1175845 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1176024.250000 Penalty: 4564.345215
	Iteration 21Q: 3 clusters Score -1176024 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1176225.875000 Penalty: 4564.345215
	Iteration 22Q: 3 clusters Score -1176226 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1176344.750000 Penalty: 4564.345215
	Iteration 23Q: 3 clusters Score -1176345 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1176399.250000 Penalty: 4564.345215
	Iteration 24Q: 3 clusters Score -1176399 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1176443.375000 Penalty: 4564.345215
	Iteration 25Q: 3 clusters Score -1176443 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1176489.250000 Penalty: 4564.345215
	Iteration 26Q: 3 clusters Score -1176489 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1176530.625000 Penalty: 4564.345215
	Iteration 27Q: 3 clusters Score -1176531 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1176563.375000 Penalty: 4564.345215
	Iteration 28Q: 3 clusters Score -1176563 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1176585.750000 Penalty: 4564.345215
	Iteration 29Q: 3 clusters Score -1176586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1176611.875000 Penalty: 4564.345215
	Iteration 30Q: 3 clusters Score -1176612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1176631.625000 Penalty: 4564.345215
	Iteration 31Q: 3 clusters Score -1176632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1176653.250000 Penalty: 4564.345215
	Iteration 32Q: 3 clusters Score -1176653 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1176675.750000 Penalty: 4564.345215
	Iteration 33Q: 3 clusters Score -1176676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1176696.125000 Penalty: 4564.345215
	Iteration 34Q: 3 clusters Score -1176696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1176712.125000 Penalty: 4564.345215
	Iteration 35Q: 3 clusters Score -1176712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1176727.625000 Penalty: 4564.345215
	Iteration 36Q: 3 clusters Score -1176728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1176744.750000 Penalty: 4564.345215
	Iteration 37Q: 3 clusters Score -1176745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1176757.750000 Penalty: 4564.345215
	Iteration 38Q: 3 clusters Score -1176758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1176764.875000 Penalty: 4564.345215
	Iteration 39Q: 3 clusters Score -1176765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1176773.000000 Penalty: 4564.345215
	Iteration 40F: 3 clusters Score -1176773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1176780.250000 Penalty: 4564.345215
	Iteration 41Q: 3 clusters Score -1176780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1176783.125000 Penalty: 4564.345215
	Iteration 42Q: 3 clusters Score -1176783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1176793.250000 Penalty: 4564.345215
	Iteration 43Q: 3 clusters Score -1176793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1176803.250000 Penalty: 4564.345215
	Iteration 44Q: 3 clusters Score -1176803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1176823.500000 Penalty: 4564.345215
	Iteration 45Q: 3 clusters Score -1176824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1176829.125000 Penalty: 4564.345215
	Iteration 46Q: 3 clusters Score -1176829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1176836.875000 Penalty: 4564.345215
	Iteration 47Q: 3 clusters Score -1176837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1176839.125000 Penalty: 4564.345215
	Iteration 48Q: 3 clusters Score -1176839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1176847.375000 Penalty: 4564.345215
	Iteration 49Q: 3 clusters Score -1176847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1176853.500000 Penalty: 4564.345215
	Iteration 50Q: 3 clusters Score -1176854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1176858.875000 Penalty: 4564.345215
	Iteration 51Q: 3 clusters Score -1176859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1176866.375000 Penalty: 4564.345215
	Iteration 52Q: 3 clusters Score -1176866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1176867.000000 Penalty: 4564.345215
	Iteration 53Q: 3 clusters Score -1176867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1176867.000000 Penalty: 4564.345215
	Iteration 54F: 3 clusters Score -1176867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Entering Unmasked Estep 
Score: -3101717.750000 Penalty: 2506.060059
	Iteration 0F: 2 clusters Score -3101718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -3084895.750000 Penalty: 5012.120117
	Iteration 0F: 3 clusters Score -3084896 nChanged 10825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -3090488.500000 Penalty: 5012.120117
	Iteration 1F: 3 clusters Score -3090488 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -3090859.500000 Penalty: 5012.120117
	Iteration 2Q: 3 clusters Score -3090860 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -3091120.750000 Penalty: 5012.120117
	Iteration 3Q: 3 clusters Score -3091121 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -3091344.750000 Penalty: 5012.120117
	Iteration 4Q: 3 clusters Score -3091345 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -3091544.250000 Penalty: 5012.120117
	Iteration 5Q: 3 clusters Score -3091544 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -3091706.750000 Penalty: 5012.120117
	Iteration 6Q: 3 clusters Score -3091707 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -3091859.250000 Penalty: 5012.120117
	Iteration 7Q: 3 clusters Score -3091859 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -3092047.000000 Penalty: 5012.120117
	Iteration 8Q: 3 clusters Score -3092047 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -3092302.750000 Penalty: 5012.120117
	Iteration 9Q: 3 clusters Score -3092303 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -3092623.750000 Penalty: 5012.120117
	Iteration 10Q: 3 clusters Score -3092624 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -3093104.000000 Penalty: 5012.120117
	Iteration 11Q: 3 clusters Score -3093104 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -3093855.000000 Penalty: 5012.120117
	Iteration 12Q: 3 clusters Score -3093855 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -3094877.250000 Penalty: 5012.120117
	Iteration 13F: 3 clusters Score -3094877 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -3096010.750000 Penalty: 5012.120117
	Iteration 14F: 3 clusters Score -3096011 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -3097205.250000 Penalty: 5012.120117
	Iteration 15F: 3 clusters Score -3097205 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -3098103.250000 Penalty: 5012.120117
	Iteration 16Q: 3 clusters Score -3098103 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -3098555.250000 Penalty: 5012.120117
	Iteration 17Q: 3 clusters Score -3098555 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -3098787.250000 Penalty: 5012.120117
	Iteration 18Q: 3 clusters Score -3098787 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3098923.750000 Penalty: 5012.120117
	Iteration 19Q: 3 clusters Score -3098924 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3099016.000000 Penalty: 5012.120117
	Iteration 20F: 3 clusters Score -3099016 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3099089.750000 Penalty: 5012.120117
	Iteration 21Q: 3 clusters Score -3099090 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3099156.250000 Penalty: 5012.120117
	Iteration 22Q: 3 clusters Score -3099156 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -3099220.750000 Penalty: 5012.120117
	Iteration 23Q: 3 clusters Score -3099221 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -3099276.250000 Penalty: 5012.120117
	Iteration 24Q: 3 clusters Score -3099276 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -3099298.250000 Penalty: 5012.120117
	Iteration 25Q: 3 clusters Score -3099298 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3099331.500000 Penalty: 5012.120117
	Iteration 26Q: 3 clusters Score -3099332 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3099367.000000 Penalty: 5012.120117
	Iteration 27Q: 3 clusters Score -3099367 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3099392.000000 Penalty: 5012.120117
	Iteration 28Q: 3 clusters Score -3099392 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3099411.500000 Penalty: 5012.120117
	Iteration 29Q: 3 clusters Score -3099412 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3099453.750000 Penalty: 5012.120117
	Iteration 30Q: 3 clusters Score -3099454 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3099488.500000 Penalty: 5012.120117
	Iteration 31Q: 3 clusters Score -3099488 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3099510.250000 Penalty: 5012.120117
	Iteration 32Q: 3 clusters Score -3099510 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3099530.250000 Penalty: 5012.120117
	Iteration 33Q: 3 clusters Score -3099530 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3099555.000000 Penalty: 5012.120117
	Iteration 34Q: 3 clusters Score -3099555 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3099566.250000 Penalty: 5012.120117
	Iteration 35Q: 3 clusters Score -3099566 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3099581.500000 Penalty: 5012.120117
	Iteration 36Q: 3 clusters Score -3099582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3099599.750000 Penalty: 5012.120117
	Iteration 37Q: 3 clusters Score -3099600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3099612.250000 Penalty: 5012.120117
	Iteration 38Q: 3 clusters Score -3099612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3099622.750000 Penalty: 5012.120117
	Iteration 39Q: 3 clusters Score -3099623 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3099635.750000 Penalty: 5012.120117
	Iteration 40F: 3 clusters Score -3099636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3099644.500000 Penalty: 5012.120117
	Iteration 41Q: 3 clusters Score -3099644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3099651.750000 Penalty: 5012.120117
	Iteration 42Q: 3 clusters Score -3099652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3099662.250000 Penalty: 5012.120117
	Iteration 43Q: 3 clusters Score -3099662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3099668.500000 Penalty: 5012.120117
	Iteration 44Q: 3 clusters Score -3099668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3099673.750000 Penalty: 5012.120117
	Iteration 45Q: 3 clusters Score -3099674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3099673.500000 Penalty: 5012.120117
	Iteration 46Q: 3 clusters Score -3099674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3099677.250000 Penalty: 5012.120117
	Iteration 47Q: 3 clusters Score -3099677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3099676.500000 Penalty: 5012.120117
	Iteration 48Q: 3 clusters Score -3099676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3099678.250000 Penalty: 5012.120117
	Iteration 49Q: 3 clusters Score -3099678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3099688.500000 Penalty: 5012.120117
	Iteration 50Q: 3 clusters Score -3099688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3099685.750000 Penalty: 5012.120117
	Iteration 51Q: 3 clusters Score -3099686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3099688.250000 Penalty: 5012.120117
	Iteration 52Q: 3 clusters Score -3099688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3099689.250000 Penalty: 5012.120117
	Iteration 53Q: 3 clusters Score -3099689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3099684.250000 Penalty: 5012.120117
	Iteration 54Q: 3 clusters Score -3099684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3099683.500000 Penalty: 5012.120117
	Iteration 55Q: 3 clusters Score -3099684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3099685.000000 Penalty: 5012.120117
	Iteration 56Q: 3 clusters Score -3099685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3099685.500000 Penalty: 5012.120117
	Iteration 57Q: 3 clusters Score -3099686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3099685.500000 Penalty: 5012.120117
	Iteration 58Q: 3 clusters Score -3099686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3099685.500000 Penalty: 5012.120117
	Iteration 59F: 3 clusters Score -3099686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (185404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185404 members 
Entering Unmasked Estep 
Score: -23245910.000000 Penalty: 3008.312744
	Iteration 0F: 2 clusters Score -2.324591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92476 members 
Mstep: Class 2 contains 92928 members 
Entering Unmasked Estep 
Score: -23125294.000000 Penalty: 6016.625488
	Iteration 0F: 3 clusters Score -2.312529e+07 nChanged 89004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86466 members 
Mstep: Class 2 contains 98938 members 
Entering Unmasked Estep 
Score: -23177598.000000 Penalty: 6016.625488
	Iteration 1F: 3 clusters Score -2.31776e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82957 members 
Mstep: Class 2 contains 102447 members 
Entering Unmasked Estep 
Score: -23179022.000000 Penalty: 6016.625488
	Iteration 2Q: 3 clusters Score -2.317902e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77657 members 
Mstep: Class 2 contains 107747 members 
Entering Unmasked Estep 
Score: -23181224.000000 Penalty: 6016.625488
	Iteration 3Q: 3 clusters Score -2.318122e+07 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69679 members 
Mstep: Class 2 contains 115725 members 
Entering Unmasked Estep 
Score: -23185272.000000 Penalty: 6016.625488
	Iteration 4Q: 3 clusters Score -2.318527e+07 nChanged 11849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58212 members 
Mstep: Class 2 contains 127192 members 
Entering Unmasked Estep 
Score: -23192388.000000 Penalty: 6016.625488
	Iteration 5F: 3 clusters Score -2.319239e+07 nChanged 15136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 142186 members 
Entering Unmasked Estep 
Score: -23204234.000000 Penalty: 6016.625488
	Iteration 6F: 3 clusters Score -2.320423e+07 nChanged 16439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 158587 members 
Entering Unmasked Estep 
Score: -23219956.000000 Penalty: 6016.625488
	Iteration 7F: 3 clusters Score -2.321996e+07 nChanged 14007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 172574 members 
Entering Unmasked Estep 
Score: -23233120.000000 Penalty: 6016.625488
	Iteration 8F: 3 clusters Score -2.323312e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 180512 members 
Entering Unmasked Estep 
Score: -23239642.000000 Penalty: 6016.625488
	Iteration 9Q: 3 clusters Score -2.323964e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 183571 members 
Entering Unmasked Estep 
Score: -23241972.000000 Penalty: 6016.625488
	Iteration 10Q: 3 clusters Score -2.324197e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 184569 members 
Entering Unmasked Estep 
Score: -23242696.000000 Penalty: 6016.625488
	Iteration 11Q: 3 clusters Score -2.32427e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 184844 members 
Entering Unmasked Estep 
Score: -23242922.000000 Penalty: 6016.625488
	Iteration 12Q: 3 clusters Score -2.324292e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 184945 members 
Entering Unmasked Estep 
Score: -23243046.000000 Penalty: 6016.625488
	Iteration 13Q: 3 clusters Score -2.324305e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 184989 members 
Entering Unmasked Estep 
Score: -23243094.000000 Penalty: 6016.625488
	Iteration 14Q: 3 clusters Score -2.324309e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 185014 members 
Entering Unmasked Estep 
Score: -23243162.000000 Penalty: 6016.625488
	Iteration 15Q: 3 clusters Score -2.324316e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 185030 members 
Entering Unmasked Estep 
Score: -23243212.000000 Penalty: 6016.625488
	Iteration 16Q: 3 clusters Score -2.324321e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 185036 members 
Entering Unmasked Estep 
Score: -23243266.000000 Penalty: 6016.625488
	Iteration 17Q: 3 clusters Score -2.324327e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 185034 members 
Entering Unmasked Estep 
Score: -23243304.000000 Penalty: 6016.625488
	Iteration 18Q: 3 clusters Score -2.32433e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 185036 members 
Entering Unmasked Estep 
Score: -23243326.000000 Penalty: 6016.625488
	Iteration 19Q: 3 clusters Score -2.324333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 185039 members 
Entering Unmasked Estep 
Score: -23243320.000000 Penalty: 6016.625488
	Iteration 20F: 3 clusters Score -2.324332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 185039 members 
Entering Unmasked Estep 
Score: -23243326.000000 Penalty: 6016.625488
	Iteration 21Q: 3 clusters Score -2.324333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 185042 members 
Entering Unmasked Estep 
Score: -23243322.000000 Penalty: 6016.625488
	Iteration 22Q: 3 clusters Score -2.324332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 185043 members 
Entering Unmasked Estep 
Score: -23243332.000000 Penalty: 6016.625488
	Iteration 23Q: 3 clusters Score -2.324333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 185043 members 
Entering Unmasked Estep 
Score: -23243332.000000 Penalty: 6016.625488
	Iteration 24F: 3 clusters Score -2.324333e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Entering Unmasked Estep 
Score: -1936806.250000 Penalty: 2392.034424
	Iteration 0F: 2 clusters Score -1936806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1925576.625000 Penalty: 4784.068848
	Iteration 0F: 3 clusters Score -1925577 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1929173.375000 Penalty: 4784.068848
	Iteration 1F: 3 clusters Score -1929173 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1929528.125000 Penalty: 4784.068848
	Iteration 2F: 3 clusters Score -1929528 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1929798.500000 Penalty: 4784.068848
	Iteration 3Q: 3 clusters Score -1929798 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1930022.875000 Penalty: 4784.068848
	Iteration 4Q: 3 clusters Score -1930023 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1930182.000000 Penalty: 4784.068848
	Iteration 5Q: 3 clusters Score -1930182 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1930331.875000 Penalty: 4784.068848
	Iteration 6Q: 3 clusters Score -1930332 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1930473.375000 Penalty: 4784.068848
	Iteration 7Q: 3 clusters Score -1930473 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1930612.250000 Penalty: 4784.068848
	Iteration 8Q: 3 clusters Score -1930612 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1930739.500000 Penalty: 4784.068848
	Iteration 9Q: 3 clusters Score -1930740 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1930871.875000 Penalty: 4784.068848
	Iteration 10Q: 3 clusters Score -1930872 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1930998.875000 Penalty: 4784.068848
	Iteration 11Q: 3 clusters Score -1930999 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1931163.000000 Penalty: 4784.068848
	Iteration 12Q: 3 clusters Score -1931163 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1931333.000000 Penalty: 4784.068848
	Iteration 13Q: 3 clusters Score -1931333 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1931524.625000 Penalty: 4784.068848
	Iteration 14Q: 3 clusters Score -1931525 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1931775.000000 Penalty: 4784.068848
	Iteration 15Q: 3 clusters Score -1931775 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1932056.750000 Penalty: 4784.068848
	Iteration 16Q: 3 clusters Score -1932057 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1932354.500000 Penalty: 4784.068848
	Iteration 17Q: 3 clusters Score -1932354 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1932604.500000 Penalty: 4784.068848
	Iteration 18Q: 3 clusters Score -1932604 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1932782.375000 Penalty: 4784.068848
	Iteration 19Q: 3 clusters Score -1932782 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1932907.250000 Penalty: 4784.068848
	Iteration 20F: 3 clusters Score -1932907 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1932980.625000 Penalty: 4784.068848
	Iteration 21Q: 3 clusters Score -1932981 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1933025.625000 Penalty: 4784.068848
	Iteration 22Q: 3 clusters Score -1933026 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1933061.750000 Penalty: 4784.068848
	Iteration 23Q: 3 clusters Score -1933062 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1933079.500000 Penalty: 4784.068848
	Iteration 24Q: 3 clusters Score -1933080 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1933097.000000 Penalty: 4784.068848
	Iteration 25Q: 3 clusters Score -1933097 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1933110.500000 Penalty: 4784.068848
	Iteration 26Q: 3 clusters Score -1933110 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1933115.750000 Penalty: 4784.068848
	Iteration 27Q: 3 clusters Score -1933116 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1933125.250000 Penalty: 4784.068848
	Iteration 28Q: 3 clusters Score -1933125 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1933134.750000 Penalty: 4784.068848
	Iteration 29Q: 3 clusters Score -1933135 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1933136.125000 Penalty: 4784.068848
	Iteration 30Q: 3 clusters Score -1933136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1933144.875000 Penalty: 4784.068848
	Iteration 31Q: 3 clusters Score -1933145 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1933146.125000 Penalty: 4784.068848
	Iteration 32Q: 3 clusters Score -1933146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1933155.250000 Penalty: 4784.068848
	Iteration 33Q: 3 clusters Score -1933155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1933159.500000 Penalty: 4784.068848
	Iteration 34Q: 3 clusters Score -1933160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1933162.250000 Penalty: 4784.068848
	Iteration 35Q: 3 clusters Score -1933162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1933162.000000 Penalty: 4784.068848
	Iteration 36Q: 3 clusters Score -1933162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1933166.125000 Penalty: 4784.068848
	Iteration 37Q: 3 clusters Score -1933166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1933172.000000 Penalty: 4784.068848
	Iteration 38Q: 3 clusters Score -1933172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1933168.750000 Penalty: 4784.068848
	Iteration 39Q: 3 clusters Score -1933169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1933173.250000 Penalty: 4784.068848
	Iteration 40F: 3 clusters Score -1933173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1933176.125000 Penalty: 4784.068848
	Iteration 41Q: 3 clusters Score -1933176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1933180.250000 Penalty: 4784.068848
	Iteration 42Q: 3 clusters Score -1933180 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1933189.375000 Penalty: 4784.068848
	Iteration 43Q: 3 clusters Score -1933189 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1933194.750000 Penalty: 4784.068848
	Iteration 44Q: 3 clusters Score -1933195 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1933199.000000 Penalty: 4784.068848
	Iteration 45Q: 3 clusters Score -1933199 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1933203.625000 Penalty: 4784.068848
	Iteration 46Q: 3 clusters Score -1933204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1933211.500000 Penalty: 4784.068848
	Iteration 47Q: 3 clusters Score -1933212 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1933217.875000 Penalty: 4784.068848
	Iteration 48Q: 3 clusters Score -1933218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1933226.625000 Penalty: 4784.068848
	Iteration 49Q: 3 clusters Score -1933227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1933231.750000 Penalty: 4784.068848
	Iteration 50Q: 3 clusters Score -1933232 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1933233.125000 Penalty: 4784.068848
	Iteration 51Q: 3 clusters Score -1933233 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1933235.500000 Penalty: 4784.068848
	Iteration 52Q: 3 clusters Score -1933236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1933240.375000 Penalty: 4784.068848
	Iteration 53Q: 3 clusters Score -1933240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1933244.125000 Penalty: 4784.068848
	Iteration 54Q: 3 clusters Score -1933244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1933251.000000 Penalty: 4784.068848
	Iteration 55Q: 3 clusters Score -1933251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1933250.375000 Penalty: 4784.068848
	Iteration 56Q: 3 clusters Score -1933250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1933255.125000 Penalty: 4784.068848
	Iteration 57Q: 3 clusters Score -1933255 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1933267.375000 Penalty: 4784.068848
	Iteration 58Q: 3 clusters Score -1933267 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1933274.375000 Penalty: 4784.068848
	Iteration 59Q: 3 clusters Score -1933274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1933276.750000 Penalty: 4784.068848
	Iteration 60F: 3 clusters Score -1933277 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1933286.500000 Penalty: 4784.068848
	Iteration 61Q: 3 clusters Score -1933286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1933288.125000 Penalty: 4784.068848
	Iteration 62Q: 3 clusters Score -1933288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1933297.125000 Penalty: 4784.068848
	Iteration 63Q: 3 clusters Score -1933297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1933304.875000 Penalty: 4784.068848
	Iteration 64Q: 3 clusters Score -1933305 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1933302.125000 Penalty: 4784.068848
	Iteration 65Q: 3 clusters Score -1933302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1933311 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1933311 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1933311 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1933314.375000 Penalty: 4784.068848
	Iteration 69Q: 3 clusters Score -1933314 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1933327.375000 Penalty: 4784.068848
	Iteration 70Q: 3 clusters Score -1933327 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1933331 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10477 members 
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Entering Unmasked Estep 
Score: -1933336.750000 Penalty: 4784.068848
	Iteration 72Q: 3 clusters Score -1933337 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1933344.625000 Penalty: 4784.068848
	Iteration 73Q: 3 clusters Score -1933345 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1933355 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1933368 nChanged 57
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Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1933372 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1933392.625000 Penalty: 4784.068848
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1933406.500000 Penalty: 4784.068848
	Iteration 79Q: 3 clusters Score -1933406 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1933408.875000 Penalty: 4784.068848
	Iteration 80F: 3 clusters Score -1933409 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1933420 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1933430 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1933442 nChanged 72
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Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1933464 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1933484 nChanged 87
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Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1933496 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1933518 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1933530 nChanged 72
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Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1933549 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1933573 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1933593.750000 Penalty: 4784.068848
	Iteration 93Q: 3 clusters Score -1933594 nChanged 51
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Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1933606 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1933628 nChanged 69
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Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1933646.625000 Penalty: 4784.068848
	Iteration 97Q: 3 clusters Score -1933647 nChanged 93
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Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1933706 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1933741.375000 Penalty: 4784.068848
	Iteration 100F: 3 clusters Score -1933741 nChanged 126
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Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1933801 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1933886 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12766 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1933991.125000 Penalty: 4784.068848
	Iteration 105Q: 3 clusters Score -1933991 nChanged 139
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Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1934055 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1934093 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1934141.500000 Penalty: 4784.068848
	Iteration 108Q: 3 clusters Score -1934142 nChanged 110
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Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1934182 nChanged 100
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Mstep: Class 1 contains 13434 members 
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Entering Unmasked Estep 
Score: -1934221.500000 Penalty: 4784.068848
	Iteration 110Q: 3 clusters Score -1934222 nChanged 89
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Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1934253.875000 Penalty: 4784.068848
	Iteration 111Q: 3 clusters Score -1934254 nChanged 85
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Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1934283 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1934307 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13729 members 
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Entering Unmasked Estep 
Score: -1934329.875000 Penalty: 4784.068848
	Iteration 114Q: 3 clusters Score -1934330 nChanged 58
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Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1934347 nChanged 51
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Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1934360.250000 Penalty: 4784.068848
	Iteration 116Q: 3 clusters Score -1934360 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13879 members 
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	Iteration 117Q: 3 clusters Score -1934383 nChanged 52
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Mstep: Class 1 contains 13927 members 
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	Iteration 118Q: 3 clusters Score -1934401 nChanged 53
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Mstep: Class 1 contains 13980 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1934422 nChanged 53
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Mstep: Class 1 contains 14033 members 
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Entering Unmasked Estep 
Score: -1934434.625000 Penalty: 4784.068848
	Iteration 120F: 3 clusters Score -1934435 nChanged 42
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Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1934454 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1934474 nChanged 43
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Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1934490 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1934507 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1934526.000000 Penalty: 4784.068848
	Iteration 125Q: 3 clusters Score -1934526 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1934541 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1934551 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1934565.625000 Penalty: 4784.068848
	Iteration 128Q: 3 clusters Score -1934566 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1934576.500000 Penalty: 4784.068848
	Iteration 129Q: 3 clusters Score -1934576 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14381 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1934588 nChanged 19
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Mstep: Class 1 contains 14400 members 
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Entering Unmasked Estep 
Score: -1934594.250000 Penalty: 4784.068848
	Iteration 131Q: 3 clusters Score -1934594 nChanged 23
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Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1934608.750000 Penalty: 4784.068848
	Iteration 132Q: 3 clusters Score -1934609 nChanged 21
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Mstep: Class 1 contains 14440 members 
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Entering Unmasked Estep 
Score: -1934616.125000 Penalty: 4784.068848
	Iteration 133Q: 3 clusters Score -1934616 nChanged 19
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Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1934623.375000 Penalty: 4784.068848
	Iteration 134Q: 3 clusters Score -1934623 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14477 members 
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Entering Unmasked Estep 
Score: -1934635.625000 Penalty: 4784.068848
	Iteration 135Q: 3 clusters Score -1934636 nChanged 22
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Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1934640.375000 Penalty: 4784.068848
	Iteration 136Q: 3 clusters Score -1934640 nChanged 19
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Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1934652.750000 Penalty: 4784.068848
	Iteration 137Q: 3 clusters Score -1934653 nChanged 23
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Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1934669.750000 Penalty: 4784.068848
	Iteration 138Q: 3 clusters Score -1934670 nChanged 18
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Mstep: Class 1 contains 14541 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1934678 nChanged 15
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Mstep: Class 1 contains 14554 members 
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Entering Unmasked Estep 
Score: -1934684.875000 Penalty: 4784.068848
	Iteration 140F: 3 clusters Score -1934685 nChanged 12
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Mstep: Class 1 contains 14564 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1934686 nChanged 12
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Entering Unmasked Estep 
Score: -1934693.375000 Penalty: 4784.068848
	Iteration 142Q: 3 clusters Score -1934693 nChanged 12
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1934698 nChanged 11
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Entering Unmasked Estep 
Score: -1934702.125000 Penalty: 4784.068848
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Entering Unmasked Estep 
Score: -1934706.750000 Penalty: 4784.068848
	Iteration 145Q: 3 clusters Score -1934707 nChanged 11
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	Iteration 146Q: 3 clusters Score -1934710 nChanged 13
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Mstep: Class 1 contains 14634 members 
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Entering Unmasked Estep 
Score: -1934713.375000 Penalty: 4784.068848
	Iteration 147Q: 3 clusters Score -1934713 nChanged 14
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Mstep: Class 1 contains 14648 members 
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Entering Unmasked Estep 
Score: -1934717.500000 Penalty: 4784.068848
	Iteration 148Q: 3 clusters Score -1934718 nChanged 9
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Mstep: Class 1 contains 14657 members 
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Entering Unmasked Estep 
Score: -1934724.875000 Penalty: 4784.068848
	Iteration 149Q: 3 clusters Score -1934725 nChanged 4
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Mstep: Class 1 contains 14661 members 
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Entering Unmasked Estep 
Score: -1934725.875000 Penalty: 4784.068848
	Iteration 150Q: 3 clusters Score -1934726 nChanged 5
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Entering Unmasked Estep 
Score: -1934729.000000 Penalty: 4784.068848
	Iteration 151Q: 3 clusters Score -1934729 nChanged 5
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Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1934733.000000 Penalty: 4784.068848
	Iteration 152Q: 3 clusters Score -1934733 nChanged 7
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Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1934738.250000 Penalty: 4784.068848
	Iteration 153Q: 3 clusters Score -1934738 nChanged 9
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Entering Unmasked Estep 
Score: -1934744.500000 Penalty: 4784.068848
	Iteration 154Q: 3 clusters Score -1934744 nChanged 10
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Entering Unmasked Estep 
Score: -1934750.250000 Penalty: 4784.068848
	Iteration 155Q: 3 clusters Score -1934750 nChanged 6
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Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1934752.625000 Penalty: 4784.068848
	Iteration 156Q: 3 clusters Score -1934753 nChanged 5
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Entering Unmasked Estep 
Score: -1934752.125000 Penalty: 4784.068848
	Iteration 157Q: 3 clusters Score -1934752 nChanged 3
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Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1934752.625000 Penalty: 4784.068848
	Iteration 158Q: 3 clusters Score -1934753 nChanged 3
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Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1934757.000000 Penalty: 4784.068848
	Iteration 159Q: 3 clusters Score -1934757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1934757.000000 Penalty: 4784.068848
	Iteration 160F: 3 clusters Score -1934757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -80078.765625 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -80078.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -78382.656250 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -78382.66 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -78840.296875 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -78840.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -79284.109375 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -79284.11 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -79797.781250 Penalty: 3309.955811
	Iteration 3F: 3 clusters Score -79797.78 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80040.296875 Penalty: 3309.955811
	Iteration 4F: 3 clusters Score -80040.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -80524.734375 Penalty: 3309.955811
	Iteration 5F: 3 clusters Score -80524.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -80844.976562 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -80844.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -80966.156250 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -80966.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81012.382812 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -81012.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -81048.585938 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -81048.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -81087.656250 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -81087.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -81126.226562 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -81126.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -81188.523438 Penalty: 3309.955811
	Iteration 12Q: 3 clusters Score -81188.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -81264.585938 Penalty: 3309.955811
	Iteration 13Q: 3 clusters Score -81264.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -81295.601562 Penalty: 3309.955811
	Iteration 14Q: 3 clusters Score -81295.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -81295.601562 Penalty: 3309.955811
	Iteration 15F: 3 clusters Score -81295.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17494 members 
Mstep: Class 4 contains 9920 members 
Mstep: Class 5 contains 24467 members 
Mstep: Class 6 contains 185404 members 
Mstep: Class 7 contains 15449 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 43370 members 
Mstep: Class 10 contains 9470 members 
Mstep: Class 11 contains 19311 members 
Mstep: Class 12 contains 83089 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 51849 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 245569 members 
Mstep: Class 17 contains 227288 members 
Mstep: Class 18 contains 16319 members 
Mstep: Class 19 contains 10660 members 
Mstep: Class 20 contains 198054 members 
Mstep: Class 21 contains 2805 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 2204 members 
Mstep: Class 25 contains 10821 members 
Mstep: Class 26 contains 20157 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 303 members 
Entering Unmasked Estep 
Score: -154592080.000000 Penalty: 101103.531250
Splitting cluster 8 changes total score from -154592240.000000 to -154592080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (43370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Entering Unmasked Estep 
Score: -5250360.500000 Penalty: 2648.025879
	Iteration 0F: 2 clusters Score -5250360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -5221119.000000 Penalty: 5296.051758
	Iteration 0F: 3 clusters Score -5221119 nChanged 19848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -5231986.000000 Penalty: 5296.051758
	Iteration 1F: 3 clusters Score -5231986 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -5232467.500000 Penalty: 5296.051758
	Iteration 2Q: 3 clusters Score -5232468 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -5232906.500000 Penalty: 5296.051758
	Iteration 3Q: 3 clusters Score -5232906 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -5233272.500000 Penalty: 5296.051758
	Iteration 4Q: 3 clusters Score -5233272 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -5233742.000000 Penalty: 5296.051758
	Iteration 5Q: 3 clusters Score -5233742 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -5234294.000000 Penalty: 5296.051758
	Iteration 6Q: 3 clusters Score -5234294 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -5235183.000000 Penalty: 5296.051758
	Iteration 7Q: 3 clusters Score -5235183 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -5236496.000000 Penalty: 5296.051758
	Iteration 8F: 3 clusters Score -5236496 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -5238235.000000 Penalty: 5296.051758
	Iteration 9F: 3 clusters Score -5238235 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -5240376.500000 Penalty: 5296.051758
	Iteration 10F: 3 clusters Score -5240376 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -5242585.500000 Penalty: 5296.051758
	Iteration 11F: 3 clusters Score -5242586 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -5244437.500000 Penalty: 5296.051758
	Iteration 12F: 3 clusters Score -5244438 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -5245833.000000 Penalty: 5296.051758
	Iteration 13Q: 3 clusters Score -5245833 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -5246729.500000 Penalty: 5296.051758
	Iteration 14Q: 3 clusters Score -5246730 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -5247308.500000 Penalty: 5296.051758
	Iteration 15Q: 3 clusters Score -5247308 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -5247728.000000 Penalty: 5296.051758
	Iteration 16Q: 3 clusters Score -5247728 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -5248019.500000 Penalty: 5296.051758
	Iteration 17Q: 3 clusters Score -5248020 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -5248275.000000 Penalty: 5296.051758
	Iteration 18Q: 3 clusters Score -5248275 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -5248481.500000 Penalty: 5296.051758
	Iteration 19Q: 3 clusters Score -5248482 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -5248627.000000 Penalty: 5296.051758
	Iteration 20F: 3 clusters Score -5248627 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -5248753.500000 Penalty: 5296.051758
	Iteration 21Q: 3 clusters Score -5248754 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -5248878.000000 Penalty: 5296.051758
	Iteration 22Q: 3 clusters Score -5248878 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -5248948.500000 Penalty: 5296.051758
	Iteration 23Q: 3 clusters Score -5248948 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -5249023.500000 Penalty: 5296.051758
	Iteration 24Q: 3 clusters Score -5249024 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -5249075.500000 Penalty: 5296.051758
	Iteration 25Q: 3 clusters Score -5249076 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -5249123.000000 Penalty: 5296.051758
	Iteration 26Q: 3 clusters Score -5249123 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -5249166.000000 Penalty: 5296.051758
	Iteration 27Q: 3 clusters Score -5249166 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -5249162.000000 Penalty: 5296.051758
	Iteration 28Q: 3 clusters Score -5249162 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -5249180.000000 Penalty: 5296.051758
	Iteration 29Q: 3 clusters Score -5249180 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -5249247.500000 Penalty: 5296.051758
	Iteration 30Q: 3 clusters Score -5249248 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -5249256.500000 Penalty: 5296.051758
	Iteration 31Q: 3 clusters Score -5249256 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -5249289.000000 Penalty: 5296.051758
	Iteration 32Q: 3 clusters Score -5249289 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -5249332.000000 Penalty: 5296.051758
	Iteration 33Q: 3 clusters Score -5249332 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -5249353.000000 Penalty: 5296.051758
	Iteration 34Q: 3 clusters Score -5249353 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -5249376.000000 Penalty: 5296.051758
	Iteration 35Q: 3 clusters Score -5249376 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -5249413.500000 Penalty: 5296.051758
	Iteration 36Q: 3 clusters Score -5249414 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -5249443.000000 Penalty: 5296.051758
	Iteration 37Q: 3 clusters Score -5249443 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -5249460.000000 Penalty: 5296.051758
	Iteration 38Q: 3 clusters Score -5249460 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -5249492.500000 Penalty: 5296.051758
	Iteration 39Q: 3 clusters Score -5249492 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -5249506.500000 Penalty: 5296.051758
	Iteration 40F: 3 clusters Score -5249506 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -5249517.000000 Penalty: 5296.051758
	Iteration 41Q: 3 clusters Score -5249517 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -5249543.000000 Penalty: 5296.051758
	Iteration 42Q: 3 clusters Score -5249543 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -5249555.000000 Penalty: 5296.051758
	Iteration 43Q: 3 clusters Score -5249555 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -5249577.000000 Penalty: 5296.051758
	Iteration 44Q: 3 clusters Score -5249577 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -5249574.000000 Penalty: 5296.051758
	Iteration 45Q: 3 clusters Score -5249574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -5249578.000000 Penalty: 5296.051758
	Iteration 46Q: 3 clusters Score -5249578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -5249587.000000 Penalty: 5296.051758
	Iteration 47Q: 3 clusters Score -5249587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -5249596.000000 Penalty: 5296.051758
	Iteration 48Q: 3 clusters Score -5249596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -5249602.500000 Penalty: 5296.051758
	Iteration 49Q: 3 clusters Score -5249602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -5249610.500000 Penalty: 5296.051758
	Iteration 50Q: 3 clusters Score -5249610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -5249605.500000 Penalty: 5296.051758
	Iteration 51Q: 3 clusters Score -5249606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -5249604.000000 Penalty: 5296.051758
	Iteration 52Q: 3 clusters Score -5249604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -5249605.000000 Penalty: 5296.051758
	Iteration 53Q: 3 clusters Score -5249605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -5249602.000000 Penalty: 5296.051758
	Iteration 54Q: 3 clusters Score -5249602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -5249600.000000 Penalty: 5296.051758
	Iteration 55Q: 3 clusters Score -5249600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -5249600.500000 Penalty: 5296.051758
	Iteration 56Q: 3 clusters Score -5249600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -5249601.000000 Penalty: 5296.051758
	Iteration 57Q: 3 clusters Score -5249601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -5249601.000000 Penalty: 5296.051758
	Iteration 58F: 3 clusters Score -5249601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Entering Unmasked Estep 
Score: -1118480.375000 Penalty: 2270.659180
	Iteration 0F: 2 clusters Score -1118480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1111081.500000 Penalty: 4541.318359
	Iteration 0F: 3 clusters Score -1111082 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1113173.125000 Penalty: 4541.318359
	Iteration 1F: 3 clusters Score -1113173 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1113597.375000 Penalty: 4541.318359
	Iteration 2F: 3 clusters Score -1113597 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1114155.375000 Penalty: 4541.318359
	Iteration 3F: 3 clusters Score -1114155 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1114769.000000 Penalty: 4541.318359
	Iteration 4F: 3 clusters Score -1114769 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1115227.250000 Penalty: 4541.318359
	Iteration 5F: 3 clusters Score -1115227 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1115608.625000 Penalty: 4541.318359
	Iteration 6F: 3 clusters Score -1115609 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1115906.000000 Penalty: 4541.318359
	Iteration 7F: 3 clusters Score -1115906 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1116112.250000 Penalty: 4541.318359
	Iteration 8Q: 3 clusters Score -1116112 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1116279.125000 Penalty: 4541.318359
	Iteration 9Q: 3 clusters Score -1116279 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1116428.000000 Penalty: 4541.318359
	Iteration 10Q: 3 clusters Score -1116428 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1116545.625000 Penalty: 4541.318359
	Iteration 11Q: 3 clusters Score -1116546 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1116652.250000 Penalty: 4541.318359
	Iteration 12Q: 3 clusters Score -1116652 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1116739.250000 Penalty: 4541.318359
	Iteration 13Q: 3 clusters Score -1116739 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1116827.500000 Penalty: 4541.318359
	Iteration 14Q: 3 clusters Score -1116828 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1116918.000000 Penalty: 4541.318359
	Iteration 15Q: 3 clusters Score -1116918 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1116993.125000 Penalty: 4541.318359
	Iteration 16Q: 3 clusters Score -1116993 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1117072.250000 Penalty: 4541.318359
	Iteration 17Q: 3 clusters Score -1117072 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1117145.125000 Penalty: 4541.318359
	Iteration 18Q: 3 clusters Score -1117145 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1117195.375000 Penalty: 4541.318359
	Iteration 19Q: 3 clusters Score -1117195 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1117248.875000 Penalty: 4541.318359
	Iteration 20F: 3 clusters Score -1117249 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1117304.125000 Penalty: 4541.318359
	Iteration 21Q: 3 clusters Score -1117304 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1117346.500000 Penalty: 4541.318359
	Iteration 22Q: 3 clusters Score -1117346 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1117380.500000 Penalty: 4541.318359
	Iteration 23Q: 3 clusters Score -1117380 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1117417.875000 Penalty: 4541.318359
	Iteration 24Q: 3 clusters Score -1117418 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1117450.125000 Penalty: 4541.318359
	Iteration 25Q: 3 clusters Score -1117450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1117485.750000 Penalty: 4541.318359
	Iteration 26Q: 3 clusters Score -1117486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1117519.625000 Penalty: 4541.318359
	Iteration 27Q: 3 clusters Score -1117520 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1117553.375000 Penalty: 4541.318359
	Iteration 28Q: 3 clusters Score -1117553 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1117586.625000 Penalty: 4541.318359
	Iteration 29Q: 3 clusters Score -1117587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1117608.375000 Penalty: 4541.318359
	Iteration 30Q: 3 clusters Score -1117608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1117614.750000 Penalty: 4541.318359
	Iteration 31Q: 3 clusters Score -1117615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1117623.000000 Penalty: 4541.318359
	Iteration 32Q: 3 clusters Score -1117623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1117628.875000 Penalty: 4541.318359
	Iteration 33Q: 3 clusters Score -1117629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1117629.500000 Penalty: 4541.318359
	Iteration 34Q: 3 clusters Score -1117630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1117631.250000 Penalty: 4541.318359
	Iteration 35Q: 3 clusters Score -1117631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1117631.375000 Penalty: 4541.318359
	Iteration 36Q: 3 clusters Score -1117631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1117634.000000 Penalty: 4541.318359
	Iteration 37Q: 3 clusters Score -1117634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1117633.125000 Penalty: 4541.318359
	Iteration 38Q: 3 clusters Score -1117633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1117633.875000 Penalty: 4541.318359
	Iteration 39Q: 3 clusters Score -1117634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1117633.875000 Penalty: 4541.318359
	Iteration 40F: 3 clusters Score -1117634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Entering Unmasked Estep 
Score: -2169345.250000 Penalty: 2447.370605
	Iteration 0F: 2 clusters Score -2169345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2155707.000000 Penalty: 4894.741211
	Iteration 0F: 3 clusters Score -2155707 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2160412.000000 Penalty: 4894.741211
	Iteration 1F: 3 clusters Score -2160412 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2160954.250000 Penalty: 4894.741211
	Iteration 2F: 3 clusters Score -2160954 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2161474.250000 Penalty: 4894.741211
	Iteration 3F: 3 clusters Score -2161474 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2162019.500000 Penalty: 4894.741211
	Iteration 4F: 3 clusters Score -2162020 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2162645.750000 Penalty: 4894.741211
	Iteration 5F: 3 clusters Score -2162646 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2163317.500000 Penalty: 4894.741211
	Iteration 6F: 3 clusters Score -2163318 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2163979.500000 Penalty: 4894.741211
	Iteration 7F: 3 clusters Score -2163980 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2164588.000000 Penalty: 4894.741211
	Iteration 8Q: 3 clusters Score -2164588 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2165107.000000 Penalty: 4894.741211
	Iteration 9Q: 3 clusters Score -2165107 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2165504.000000 Penalty: 4894.741211
	Iteration 10Q: 3 clusters Score -2165504 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2165811.250000 Penalty: 4894.741211
	Iteration 11Q: 3 clusters Score -2165811 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2166081.750000 Penalty: 4894.741211
	Iteration 12Q: 3 clusters Score -2166082 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2166304.000000 Penalty: 4894.741211
	Iteration 13Q: 3 clusters Score -2166304 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2166493.500000 Penalty: 4894.741211
	Iteration 14Q: 3 clusters Score -2166494 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2166661.750000 Penalty: 4894.741211
	Iteration 15Q: 3 clusters Score -2166662 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2166797.500000 Penalty: 4894.741211
	Iteration 16Q: 3 clusters Score -2166798 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2166910.750000 Penalty: 4894.741211
	Iteration 17Q: 3 clusters Score -2166911 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2167019.500000 Penalty: 4894.741211
	Iteration 18Q: 3 clusters Score -2167020 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2167099.500000 Penalty: 4894.741211
	Iteration 19Q: 3 clusters Score -2167100 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2167164.250000 Penalty: 4894.741211
	Iteration 20F: 3 clusters Score -2167164 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2167227.000000 Penalty: 4894.741211
	Iteration 21Q: 3 clusters Score -2167227 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2167281.500000 Penalty: 4894.741211
	Iteration 22Q: 3 clusters Score -2167282 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2167329.250000 Penalty: 4894.741211
	Iteration 23Q: 3 clusters Score -2167329 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2167379.500000 Penalty: 4894.741211
	Iteration 24Q: 3 clusters Score -2167380 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2167414.500000 Penalty: 4894.741211
	Iteration 25Q: 3 clusters Score -2167414 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2167455.000000 Penalty: 4894.741211
	Iteration 26Q: 3 clusters Score -2167455 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2167493.000000 Penalty: 4894.741211
	Iteration 27Q: 3 clusters Score -2167493 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2167529.000000 Penalty: 4894.741211
	Iteration 28Q: 3 clusters Score -2167529 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2167573.750000 Penalty: 4894.741211
	Iteration 29Q: 3 clusters Score -2167574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2167612.750000 Penalty: 4894.741211
	Iteration 30Q: 3 clusters Score -2167613 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2167652.500000 Penalty: 4894.741211
	Iteration 31Q: 3 clusters Score -2167652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2167688.000000 Penalty: 4894.741211
	Iteration 32Q: 3 clusters Score -2167688 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2167714.500000 Penalty: 4894.741211
	Iteration 33Q: 3 clusters Score -2167714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2167734.750000 Penalty: 4894.741211
	Iteration 34Q: 3 clusters Score -2167735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2167746.250000 Penalty: 4894.741211
	Iteration 35Q: 3 clusters Score -2167746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2167756.500000 Penalty: 4894.741211
	Iteration 36Q: 3 clusters Score -2167756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2167765.250000 Penalty: 4894.741211
	Iteration 37Q: 3 clusters Score -2167765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2167768.750000 Penalty: 4894.741211
	Iteration 38Q: 3 clusters Score -2167769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2167777.000000 Penalty: 4894.741211
	Iteration 39Q: 3 clusters Score -2167777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2167777.500000 Penalty: 4894.741211
	Iteration 40F: 3 clusters Score -2167778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2167782.250000 Penalty: 4894.741211
	Iteration 41Q: 3 clusters Score -2167782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2167783.250000 Penalty: 4894.741211
	Iteration 42Q: 3 clusters Score -2167783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2167783.000000 Penalty: 4894.741211
	Iteration 43Q: 3 clusters Score -2167783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2167783.000000 Penalty: 4894.741211
	Iteration 44F: 3 clusters Score -2167783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (83089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83089 members 
Entering Unmasked Estep 
Score: -10059980.000000 Penalty: 2809.261475
	Iteration 0F: 2 clusters Score -1.005998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -10004244.000000 Penalty: 5618.522949
	Iteration 0F: 3 clusters Score -1.000424e+07 nChanged 38840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -10026402.000000 Penalty: 5618.522949
	Iteration 1F: 3 clusters Score -1.00264e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -10027060.000000 Penalty: 5618.522949
	Iteration 2Q: 3 clusters Score -1.002706e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -10027836.000000 Penalty: 5618.522949
	Iteration 3Q: 3 clusters Score -1.002784e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -10028901.000000 Penalty: 5618.522949
	Iteration 4Q: 3 clusters Score -1.00289e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -10030248.000000 Penalty: 5618.522949
	Iteration 5Q: 3 clusters Score -1.003025e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -10032065.000000 Penalty: 5618.522949
	Iteration 6Q: 3 clusters Score -1.003206e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -10034665.000000 Penalty: 5618.522949
	Iteration 7F: 3 clusters Score -1.003466e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -10037771.000000 Penalty: 5618.522949
	Iteration 8F: 3 clusters Score -1.003777e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -10040976.000000 Penalty: 5618.522949
	Iteration 9F: 3 clusters Score -1.004098e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -10043561.000000 Penalty: 5618.522949
	Iteration 10F: 3 clusters Score -1.004356e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -10045382.000000 Penalty: 5618.522949
	Iteration 11Q: 3 clusters Score -1.004538e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -10046645.000000 Penalty: 5618.522949
	Iteration 12Q: 3 clusters Score -1.004664e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -10047607.000000 Penalty: 5618.522949
	Iteration 13Q: 3 clusters Score -1.004761e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -10048369.000000 Penalty: 5618.522949
	Iteration 14Q: 3 clusters Score -1.004837e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -10049088.000000 Penalty: 5618.522949
	Iteration 15Q: 3 clusters Score -1.004909e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -10049711.000000 Penalty: 5618.522949
	Iteration 16Q: 3 clusters Score -1.004971e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -10050244.000000 Penalty: 5618.522949
	Iteration 17Q: 3 clusters Score -1.005024e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -10050809.000000 Penalty: 5618.522949
	Iteration 18Q: 3 clusters Score -1.005081e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -10051370.000000 Penalty: 5618.522949
	Iteration 19Q: 3 clusters Score -1.005137e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -10051974.000000 Penalty: 5618.522949
	Iteration 20F: 3 clusters Score -1.005197e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -10052472.000000 Penalty: 5618.522949
	Iteration 21Q: 3 clusters Score -1.005247e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 51654 members 
Entering Unmasked Estep 
Score: -10052966.000000 Penalty: 5618.522949
	Iteration 22Q: 3 clusters Score -1.005297e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 53259 members 
Entering Unmasked Estep 
Score: -10053377.000000 Penalty: 5618.522949
	Iteration 23Q: 3 clusters Score -1.005338e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 54782 members 
Entering Unmasked Estep 
Score: -10053847.000000 Penalty: 5618.522949
	Iteration 24Q: 3 clusters Score -1.005385e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 56269 members 
Entering Unmasked Estep 
Score: -10054196.000000 Penalty: 5618.522949
	Iteration 25Q: 3 clusters Score -1.00542e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -10054590.000000 Penalty: 5618.522949
	Iteration 26Q: 3 clusters Score -1.005459e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 58993 members 
Entering Unmasked Estep 
Score: -10054882.000000 Penalty: 5618.522949
	Iteration 27Q: 3 clusters Score -1.005488e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -10055179.000000 Penalty: 5618.522949
	Iteration 28Q: 3 clusters Score -1.005518e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -10055432.000000 Penalty: 5618.522949
	Iteration 29Q: 3 clusters Score -1.005543e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 62469 members 
Entering Unmasked Estep 
Score: -10055728.000000 Penalty: 5618.522949
	Iteration 30Q: 3 clusters Score -1.005573e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 63567 members 
Entering Unmasked Estep 
Score: -10055914.000000 Penalty: 5618.522949
	Iteration 31Q: 3 clusters Score -1.005591e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 64568 members 
Entering Unmasked Estep 
Score: -10056155.000000 Penalty: 5618.522949
	Iteration 32Q: 3 clusters Score -1.005616e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 65464 members 
Entering Unmasked Estep 
Score: -10056348.000000 Penalty: 5618.522949
	Iteration 33Q: 3 clusters Score -1.005635e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -10056538.000000 Penalty: 5618.522949
	Iteration 34Q: 3 clusters Score -1.005654e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 67118 members 
Entering Unmasked Estep 
Score: -10056688.000000 Penalty: 5618.522949
	Iteration 35Q: 3 clusters Score -1.005669e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 67901 members 
Entering Unmasked Estep 
Score: -10056851.000000 Penalty: 5618.522949
	Iteration 36Q: 3 clusters Score -1.005685e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 68626 members 
Entering Unmasked Estep 
Score: -10057011.000000 Penalty: 5618.522949
	Iteration 37Q: 3 clusters Score -1.005701e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -10057199.000000 Penalty: 5618.522949
	Iteration 38Q: 3 clusters Score -1.00572e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 69886 members 
Entering Unmasked Estep 
Score: -10057289.000000 Penalty: 5618.522949
	Iteration 39Q: 3 clusters Score -1.005729e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 70417 members 
Entering Unmasked Estep 
Score: -10057351.000000 Penalty: 5618.522949
	Iteration 40F: 3 clusters Score -1.005735e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 70888 members 
Entering Unmasked Estep 
Score: -10057476.000000 Penalty: 5618.522949
	Iteration 41Q: 3 clusters Score -1.005748e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 71335 members 
Entering Unmasked Estep 
Score: -10057532.000000 Penalty: 5618.522949
	Iteration 42Q: 3 clusters Score -1.005753e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 71723 members 
Entering Unmasked Estep 
Score: -10057569.000000 Penalty: 5618.522949
	Iteration 43Q: 3 clusters Score -1.005757e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 72108 members 
Entering Unmasked Estep 
Score: -10057639.000000 Penalty: 5618.522949
	Iteration 44Q: 3 clusters Score -1.005764e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 72453 members 
Entering Unmasked Estep 
Score: -10057698.000000 Penalty: 5618.522949
	Iteration 45Q: 3 clusters Score -1.00577e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 72766 members 
Entering Unmasked Estep 
Score: -10057786.000000 Penalty: 5618.522949
	Iteration 46Q: 3 clusters Score -1.005779e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 73039 members 
Entering Unmasked Estep 
Score: -10057795.000000 Penalty: 5618.522949
	Iteration 47Q: 3 clusters Score -1.00578e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 73291 members 
Entering Unmasked Estep 
Score: -10057821.000000 Penalty: 5618.522949
	Iteration 48Q: 3 clusters Score -1.005782e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 73544 members 
Entering Unmasked Estep 
Score: -10057854.000000 Penalty: 5618.522949
	Iteration 49Q: 3 clusters Score -1.005785e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 73763 members 
Entering Unmasked Estep 
Score: -10057885.000000 Penalty: 5618.522949
	Iteration 50Q: 3 clusters Score -1.005788e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 73974 members 
Entering Unmasked Estep 
Score: -10057900.000000 Penalty: 5618.522949
	Iteration 51Q: 3 clusters Score -1.00579e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 74198 members 
Entering Unmasked Estep 
Score: -10057929.000000 Penalty: 5618.522949
	Iteration 52Q: 3 clusters Score -1.005793e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 74410 members 
Entering Unmasked Estep 
Score: -10057939.000000 Penalty: 5618.522949
	Iteration 53Q: 3 clusters Score -1.005794e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 74622 members 
Entering Unmasked Estep 
Score: -10058001.000000 Penalty: 5618.522949
	Iteration 54Q: 3 clusters Score -1.0058e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 74815 members 
Entering Unmasked Estep 
Score: -10058047.000000 Penalty: 5618.522949
	Iteration 55Q: 3 clusters Score -1.005805e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 74968 members 
Entering Unmasked Estep 
Score: -10058046.000000 Penalty: 5618.522949
	Iteration 56Q: 3 clusters Score -1.005805e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 75110 members 
Entering Unmasked Estep 
Score: -10058097.000000 Penalty: 5618.522949
	Iteration 57Q: 3 clusters Score -1.00581e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 75243 members 
Entering Unmasked Estep 
Score: -10058099.000000 Penalty: 5618.522949
	Iteration 58Q: 3 clusters Score -1.00581e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 75358 members 
Entering Unmasked Estep 
Score: -10058112.000000 Penalty: 5618.522949
	Iteration 59Q: 3 clusters Score -1.005811e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 75465 members 
Entering Unmasked Estep 
Score: -10058098.000000 Penalty: 5618.522949
	Iteration 60F: 3 clusters Score -1.00581e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 75573 members 
Entering Unmasked Estep 
Score: -10058127.000000 Penalty: 5618.522949
	Iteration 61Q: 3 clusters Score -1.005813e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 75679 members 
Entering Unmasked Estep 
Score: -10058137.000000 Penalty: 5618.522949
	Iteration 62Q: 3 clusters Score -1.005814e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 75767 members 
Entering Unmasked Estep 
Score: -10058159.000000 Penalty: 5618.522949
	Iteration 63Q: 3 clusters Score -1.005816e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 75853 members 
Entering Unmasked Estep 
Score: -10058154.000000 Penalty: 5618.522949
	Iteration 64Q: 3 clusters Score -1.005815e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 75934 members 
Entering Unmasked Estep 
Score: -10058160.000000 Penalty: 5618.522949
	Iteration 65Q: 3 clusters Score -1.005816e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 76014 members 
Entering Unmasked Estep 
Score: -10058169.000000 Penalty: 5618.522949
	Iteration 66Q: 3 clusters Score -1.005817e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 76090 members 
Entering Unmasked Estep 
Score: -10058175.000000 Penalty: 5618.522949
	Iteration 67Q: 3 clusters Score -1.005818e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 76179 members 
Entering Unmasked Estep 
Score: -10058193.000000 Penalty: 5618.522949
	Iteration 68Q: 3 clusters Score -1.005819e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 76252 members 
Entering Unmasked Estep 
Score: -10058217.000000 Penalty: 5618.522949
	Iteration 69Q: 3 clusters Score -1.005822e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 76325 members 
Entering Unmasked Estep 
Score: -10058226.000000 Penalty: 5618.522949
	Iteration 70Q: 3 clusters Score -1.005823e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 76372 members 
Entering Unmasked Estep 
Score: -10058236.000000 Penalty: 5618.522949
	Iteration 71Q: 3 clusters Score -1.005824e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 76406 members 
Entering Unmasked Estep 
Score: -10058229.000000 Penalty: 5618.522949
	Iteration 72Q: 3 clusters Score -1.005823e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 76439 members 
Entering Unmasked Estep 
Score: -10058224.000000 Penalty: 5618.522949
	Iteration 73Q: 3 clusters Score -1.005822e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 76477 members 
Entering Unmasked Estep 
Score: -10058234.000000 Penalty: 5618.522949
	Iteration 74Q: 3 clusters Score -1.005823e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 76513 members 
Entering Unmasked Estep 
Score: -10058224.000000 Penalty: 5618.522949
	Iteration 75Q: 3 clusters Score -1.005822e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 76541 members 
Entering Unmasked Estep 
Score: -10058232.000000 Penalty: 5618.522949
	Iteration 76Q: 3 clusters Score -1.005823e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 76576 members 
Entering Unmasked Estep 
Score: -10058246.000000 Penalty: 5618.522949
	Iteration 77Q: 3 clusters Score -1.005825e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 76611 members 
Entering Unmasked Estep 
Score: -10058240.000000 Penalty: 5618.522949
	Iteration 78Q: 3 clusters Score -1.005824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 76628 members 
Entering Unmasked Estep 
Score: -10058238.000000 Penalty: 5618.522949
	Iteration 79Q: 3 clusters Score -1.005824e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 76643 members 
Entering Unmasked Estep 
Score: -10058228.000000 Penalty: 5618.522949
	Iteration 80F: 3 clusters Score -1.005823e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 76660 members 
Entering Unmasked Estep 
Score: -10058229.000000 Penalty: 5618.522949
	Iteration 81Q: 3 clusters Score -1.005823e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 76679 members 
Entering Unmasked Estep 
Score: -10058237.000000 Penalty: 5618.522949
	Iteration 82Q: 3 clusters Score -1.005824e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 76699 members 
Entering Unmasked Estep 
Score: -10058231.000000 Penalty: 5618.522949
	Iteration 83Q: 3 clusters Score -1.005823e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 76717 members 
Entering Unmasked Estep 
Score: -10058245.000000 Penalty: 5618.522949
	Iteration 84Q: 3 clusters Score -1.005824e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 76738 members 
Entering Unmasked Estep 
Score: -10058260.000000 Penalty: 5618.522949
	Iteration 85Q: 3 clusters Score -1.005826e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 76757 members 
Entering Unmasked Estep 
Score: -10058276.000000 Penalty: 5618.522949
	Iteration 86Q: 3 clusters Score -1.005828e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 76777 members 
Entering Unmasked Estep 
Score: -10058272.000000 Penalty: 5618.522949
	Iteration 87Q: 3 clusters Score -1.005827e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 76803 members 
Entering Unmasked Estep 
Score: -10058276.000000 Penalty: 5618.522949
	Iteration 88Q: 3 clusters Score -1.005828e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 76825 members 
Entering Unmasked Estep 
Score: -10058274.000000 Penalty: 5618.522949
	Iteration 89Q: 3 clusters Score -1.005827e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 76844 members 
Entering Unmasked Estep 
Score: -10058265.000000 Penalty: 5618.522949
	Iteration 90Q: 3 clusters Score -1.005826e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 76865 members 
Entering Unmasked Estep 
Score: -10058268.000000 Penalty: 5618.522949
	Iteration 91Q: 3 clusters Score -1.005827e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 76883 members 
Entering Unmasked Estep 
Score: -10058279.000000 Penalty: 5618.522949
	Iteration 92Q: 3 clusters Score -1.005828e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 76907 members 
Entering Unmasked Estep 
Score: -10058265.000000 Penalty: 5618.522949
	Iteration 93Q: 3 clusters Score -1.005826e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 76926 members 
Entering Unmasked Estep 
Score: -10058262.000000 Penalty: 5618.522949
	Iteration 94Q: 3 clusters Score -1.005826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 76938 members 
Entering Unmasked Estep 
Score: -10058250.000000 Penalty: 5618.522949
	Iteration 95Q: 3 clusters Score -1.005825e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 76947 members 
Entering Unmasked Estep 
Score: -10058260.000000 Penalty: 5618.522949
	Iteration 96Q: 3 clusters Score -1.005826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 76960 members 
Entering Unmasked Estep 
Score: -10058269.000000 Penalty: 5618.522949
	Iteration 97Q: 3 clusters Score -1.005827e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 76968 members 
Entering Unmasked Estep 
Score: -10058272.000000 Penalty: 5618.522949
	Iteration 98Q: 3 clusters Score -1.005827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 76973 members 
Entering Unmasked Estep 
Score: -10058275.000000 Penalty: 5618.522949
	Iteration 99Q: 3 clusters Score -1.005828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 76982 members 
Entering Unmasked Estep 
Score: -10058283.000000 Penalty: 5618.522949
	Iteration 100F: 3 clusters Score -1.005828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 76990 members 
Entering Unmasked Estep 
Score: -10058286.000000 Penalty: 5618.522949
	Iteration 101Q: 3 clusters Score -1.005829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 76994 members 
Entering Unmasked Estep 
Score: -10058285.000000 Penalty: 5618.522949
	Iteration 102Q: 3 clusters Score -1.005828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 77000 members 
Entering Unmasked Estep 
Score: -10058289.000000 Penalty: 5618.522949
	Iteration 103Q: 3 clusters Score -1.005829e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 77012 members 
Entering Unmasked Estep 
Score: -10058274.000000 Penalty: 5618.522949
	Iteration 104Q: 3 clusters Score -1.005827e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 77028 members 
Entering Unmasked Estep 
Score: -10058277.000000 Penalty: 5618.522949
	Iteration 105Q: 3 clusters Score -1.005828e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 77043 members 
Entering Unmasked Estep 
Score: -10058274.000000 Penalty: 5618.522949
	Iteration 106Q: 3 clusters Score -1.005827e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 77056 members 
Entering Unmasked Estep 
Score: -10058279.000000 Penalty: 5618.522949
	Iteration 107Q: 3 clusters Score -1.005828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 77068 members 
Entering Unmasked Estep 
Score: -10058286.000000 Penalty: 5618.522949
	Iteration 108Q: 3 clusters Score -1.005829e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 77082 members 
Entering Unmasked Estep 
Score: -10058285.000000 Penalty: 5618.522949
	Iteration 109Q: 3 clusters Score -1.005828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 77093 members 
Entering Unmasked Estep 
Score: -10058289.000000 Penalty: 5618.522949
	Iteration 110Q: 3 clusters Score -1.005829e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 77103 members 
Entering Unmasked Estep 
Score: -10058291.000000 Penalty: 5618.522949
	Iteration 111Q: 3 clusters Score -1.005829e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 77112 members 
Entering Unmasked Estep 
Score: -10058294.000000 Penalty: 5618.522949
	Iteration 112Q: 3 clusters Score -1.005829e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 77126 members 
Entering Unmasked Estep 
Score: -10058298.000000 Penalty: 5618.522949
	Iteration 113Q: 3 clusters Score -1.00583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 77135 members 
Entering Unmasked Estep 
Score: -10058295.000000 Penalty: 5618.522949
	Iteration 114Q: 3 clusters Score -1.00583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 77143 members 
Entering Unmasked Estep 
Score: -10058300.000000 Penalty: 5618.522949
	Iteration 115Q: 3 clusters Score -1.00583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 77152 members 
Entering Unmasked Estep 
Score: -10058302.000000 Penalty: 5618.522949
	Iteration 116Q: 3 clusters Score -1.00583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 77156 members 
Entering Unmasked Estep 
Score: -10058300.000000 Penalty: 5618.522949
	Iteration 117Q: 3 clusters Score -1.00583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 77157 members 
Entering Unmasked Estep 
Score: -10058304.000000 Penalty: 5618.522949
	Iteration 118Q: 3 clusters Score -1.00583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 77158 members 
Entering Unmasked Estep 
Score: -10058302.000000 Penalty: 5618.522949
	Iteration 119Q: 3 clusters Score -1.00583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 77160 members 
Entering Unmasked Estep 
Score: -10058299.000000 Penalty: 5618.522949
	Iteration 120F: 3 clusters Score -1.00583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 77162 members 
Entering Unmasked Estep 
Score: -10058309.000000 Penalty: 5618.522949
	Iteration 121Q: 3 clusters Score -1.005831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 77164 members 
Entering Unmasked Estep 
Score: -10058301.000000 Penalty: 5618.522949
	Iteration 122Q: 3 clusters Score -1.00583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 77165 members 
Entering Unmasked Estep 
Score: -10058297.000000 Penalty: 5618.522949
	Iteration 123Q: 3 clusters Score -1.00583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 77165 members 
Entering Unmasked Estep 
Score: -10058297.000000 Penalty: 5618.522949
	Iteration 124F: 3 clusters Score -1.00583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Entering Unmasked Estep 
Score: -1022645.812500 Penalty: 2264.239258
	Iteration 0F: 2 clusters Score -1022646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1015440.375000 Penalty: 4528.478516
	Iteration 0F: 3 clusters Score -1015440 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1017529.125000 Penalty: 4528.478516
	Iteration 1F: 3 clusters Score -1017529 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1017887.500000 Penalty: 4528.478516
	Iteration 2F: 3 clusters Score -1017888 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1018144.750000 Penalty: 4528.478516
	Iteration 3F: 3 clusters Score -1018145 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1018340.375000 Penalty: 4528.478516
	Iteration 4Q: 3 clusters Score -1018340 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1018497.250000 Penalty: 4528.478516
	Iteration 5Q: 3 clusters Score -1018497 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1018634.062500 Penalty: 4528.478516
	Iteration 6Q: 3 clusters Score -1018634 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1018791.437500 Penalty: 4528.478516
	Iteration 7Q: 3 clusters Score -1018791 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1018971.312500 Penalty: 4528.478516
	Iteration 8Q: 3 clusters Score -1018971 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1019173.937500 Penalty: 4528.478516
	Iteration 9Q: 3 clusters Score -1019174 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1019414.500000 Penalty: 4528.478516
	Iteration 10Q: 3 clusters Score -1019414 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1019645.937500 Penalty: 4528.478516
	Iteration 11Q: 3 clusters Score -1019646 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1019840.312500 Penalty: 4528.478516
	Iteration 12Q: 3 clusters Score -1019840 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1020011.875000 Penalty: 4528.478516
	Iteration 13Q: 3 clusters Score -1020012 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1020143.625000 Penalty: 4528.478516
	Iteration 14Q: 3 clusters Score -1020144 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1020252.187500 Penalty: 4528.478516
	Iteration 15Q: 3 clusters Score -1020252 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1020327.875000 Penalty: 4528.478516
	Iteration 16Q: 3 clusters Score -1020328 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1020377.375000 Penalty: 4528.478516
	Iteration 17Q: 3 clusters Score -1020377 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1020413.375000 Penalty: 4528.478516
	Iteration 18Q: 3 clusters Score -1020413 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1020443.625000 Penalty: 4528.478516
	Iteration 19Q: 3 clusters Score -1020444 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1020469.125000 Penalty: 4528.478516
	Iteration 20F: 3 clusters Score -1020469 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1020489.687500 Penalty: 4528.478516
	Iteration 21Q: 3 clusters Score -1020490 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1020502.937500 Penalty: 4528.478516
	Iteration 22Q: 3 clusters Score -1020503 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1020511.250000 Penalty: 4528.478516
	Iteration 23Q: 3 clusters Score -1020511 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1020524.875000 Penalty: 4528.478516
	Iteration 24Q: 3 clusters Score -1020525 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1020536.187500 Penalty: 4528.478516
	Iteration 25Q: 3 clusters Score -1020536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1020540.812500 Penalty: 4528.478516
	Iteration 26Q: 3 clusters Score -1020541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1020546.687500 Penalty: 4528.478516
	Iteration 27Q: 3 clusters Score -1020547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1020548.937500 Penalty: 4528.478516
	Iteration 28Q: 3 clusters Score -1020549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1020554.000000 Penalty: 4528.478516
	Iteration 29Q: 3 clusters Score -1020554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1020555.062500 Penalty: 4528.478516
	Iteration 30Q: 3 clusters Score -1020555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1020559.687500 Penalty: 4528.478516
	Iteration 31Q: 3 clusters Score -1020560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1020561.312500 Penalty: 4528.478516
	Iteration 32Q: 3 clusters Score -1020561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1020565.562500 Penalty: 4528.478516
	Iteration 33Q: 3 clusters Score -1020566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1020568.625000 Penalty: 4528.478516
	Iteration 34Q: 3 clusters Score -1020569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1020571.062500 Penalty: 4528.478516
	Iteration 35Q: 3 clusters Score -1020571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1020575.000000 Penalty: 4528.478516
	Iteration 36Q: 3 clusters Score -1020575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1020579.500000 Penalty: 4528.478516
	Iteration 37Q: 3 clusters Score -1020580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1020582.875000 Penalty: 4528.478516
	Iteration 38Q: 3 clusters Score -1020583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1020590.750000 Penalty: 4528.478516
	Iteration 39Q: 3 clusters Score -1020591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1020594.000000 Penalty: 4528.478516
	Iteration 40F: 3 clusters Score -1020594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1020595.750000 Penalty: 4528.478516
	Iteration 41Q: 3 clusters Score -1020596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1020595.875000 Penalty: 4528.478516
	Iteration 42Q: 3 clusters Score -1020596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1020600.062500 Penalty: 4528.478516
	Iteration 43Q: 3 clusters Score -1020600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1020604.937500 Penalty: 4528.478516
	Iteration 44Q: 3 clusters Score -1020605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1020610.500000 Penalty: 4528.478516
	Iteration 45Q: 3 clusters Score -1020610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1020607.812500 Penalty: 4528.478516
	Iteration 46Q: 3 clusters Score -1020608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1020612.437500 Penalty: 4528.478516
	Iteration 47Q: 3 clusters Score -1020612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1020616.312500 Penalty: 4528.478516
	Iteration 48Q: 3 clusters Score -1020616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1020618.500000 Penalty: 4528.478516
	Iteration 49Q: 3 clusters Score -1020618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1020622.750000 Penalty: 4528.478516
	Iteration 50Q: 3 clusters Score -1020623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1020621.812500 Penalty: 4528.478516
	Iteration 51Q: 3 clusters Score -1020622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1020624.125000 Penalty: 4528.478516
	Iteration 52Q: 3 clusters Score -1020624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1020621.562500 Penalty: 4528.478516
	Iteration 53Q: 3 clusters Score -1020622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1020623.312500 Penalty: 4528.478516
	Iteration 54Q: 3 clusters Score -1020623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1020624.687500 Penalty: 4528.478516
	Iteration 55Q: 3 clusters Score -1020625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1020625.312500 Penalty: 4528.478516
	Iteration 56Q: 3 clusters Score -1020625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1020629.500000 Penalty: 4528.478516
	Iteration 57Q: 3 clusters Score -1020630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1020630.812500 Penalty: 4528.478516
	Iteration 58Q: 3 clusters Score -1020631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1020635.750000 Penalty: 4528.478516
	Iteration 59Q: 3 clusters Score -1020636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1020636.625000 Penalty: 4528.478516
	Iteration 60F: 3 clusters Score -1020637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1020639.125000 Penalty: 4528.478516
	Iteration 61Q: 3 clusters Score -1020639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1020642.562500 Penalty: 4528.478516
	Iteration 62Q: 3 clusters Score -1020643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1020645.000000 Penalty: 4528.478516
	Iteration 63Q: 3 clusters Score -1020645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1020645.750000 Penalty: 4528.478516
	Iteration 64Q: 3 clusters Score -1020646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1020648.187500 Penalty: 4528.478516
	Iteration 65Q: 3 clusters Score -1020648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1020651.437500 Penalty: 4528.478516
	Iteration 66Q: 3 clusters Score -1020651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1020655.500000 Penalty: 4528.478516
	Iteration 67Q: 3 clusters Score -1020656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1020657.500000 Penalty: 4528.478516
	Iteration 68Q: 3 clusters Score -1020658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1020663.000000 Penalty: 4528.478516
	Iteration 69Q: 3 clusters Score -1020663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1020669.750000 Penalty: 4528.478516
	Iteration 70Q: 3 clusters Score -1020670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1020674.375000 Penalty: 4528.478516
	Iteration 71Q: 3 clusters Score -1020674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1020675.937500 Penalty: 4528.478516
	Iteration 72Q: 3 clusters Score -1020676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1020677.812500 Penalty: 4528.478516
	Iteration 73Q: 3 clusters Score -1020678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1020681.750000 Penalty: 4528.478516
	Iteration 74Q: 3 clusters Score -1020682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1020683.000000 Penalty: 4528.478516
	Iteration 75Q: 3 clusters Score -1020683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1020686.250000 Penalty: 4528.478516
	Iteration 76Q: 3 clusters Score -1020686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1020684.937500 Penalty: 4528.478516
	Iteration 77Q: 3 clusters Score -1020685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1020687.500000 Penalty: 4528.478516
	Iteration 78Q: 3 clusters Score -1020688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1020687.000000 Penalty: 4528.478516
	Iteration 79Q: 3 clusters Score -1020687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1020690.000000 Penalty: 4528.478516
	Iteration 80F: 3 clusters Score -1020690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1020690.375000 Penalty: 4528.478516
	Iteration 81Q: 3 clusters Score -1020690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1020690.125000 Penalty: 4528.478516
	Iteration 82Q: 3 clusters Score -1020690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1020690.125000 Penalty: 4528.478516
	Iteration 83F: 3 clusters Score -1020690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Entering Unmasked Estep 
Score: -6511192.500000 Penalty: 2692.310547
	Iteration 0F: 2 clusters Score -6511192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -6476594.000000 Penalty: 5384.621094
	Iteration 0F: 3 clusters Score -6476594 nChanged 23796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -6489595.500000 Penalty: 5384.621094
	Iteration 1F: 3 clusters Score -6489596 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -6490177.500000 Penalty: 5384.621094
	Iteration 2Q: 3 clusters Score -6490178 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -6490816.500000 Penalty: 5384.621094
	Iteration 3Q: 3 clusters Score -6490816 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -6491602.500000 Penalty: 5384.621094
	Iteration 4Q: 3 clusters Score -6491602 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -6492839.000000 Penalty: 5384.621094
	Iteration 5Q: 3 clusters Score -6492839 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -6494555.000000 Penalty: 5384.621094
	Iteration 6F: 3 clusters Score -6494555 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -6496972.500000 Penalty: 5384.621094
	Iteration 7F: 3 clusters Score -6496972 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -6499779.500000 Penalty: 5384.621094
	Iteration 8F: 3 clusters Score -6499780 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -6502445.500000 Penalty: 5384.621094
	Iteration 9F: 3 clusters Score -6502446 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -6504489.500000 Penalty: 5384.621094
	Iteration 10F: 3 clusters Score -6504490 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -6505959.000000 Penalty: 5384.621094
	Iteration 11Q: 3 clusters Score -6505959 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -6506885.000000 Penalty: 5384.621094
	Iteration 12Q: 3 clusters Score -6506885 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -6507534.500000 Penalty: 5384.621094
	Iteration 13Q: 3 clusters Score -6507534 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -6508036.000000 Penalty: 5384.621094
	Iteration 14Q: 3 clusters Score -6508036 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -6508371.000000 Penalty: 5384.621094
	Iteration 15Q: 3 clusters Score -6508371 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -6508602.500000 Penalty: 5384.621094
	Iteration 16Q: 3 clusters Score -6508602 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -6508773.500000 Penalty: 5384.621094
	Iteration 17Q: 3 clusters Score -6508774 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -6508916.500000 Penalty: 5384.621094
	Iteration 18Q: 3 clusters Score -6508916 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -6509049.000000 Penalty: 5384.621094
	Iteration 19Q: 3 clusters Score -6509049 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -6509149.500000 Penalty: 5384.621094
	Iteration 20F: 3 clusters Score -6509150 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -6509228.500000 Penalty: 5384.621094
	Iteration 21Q: 3 clusters Score -6509228 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -6509286.000000 Penalty: 5384.621094
	Iteration 22Q: 3 clusters Score -6509286 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -6509352.000000 Penalty: 5384.621094
	Iteration 23Q: 3 clusters Score -6509352 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -6509378.500000 Penalty: 5384.621094
	Iteration 24Q: 3 clusters Score -6509378 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -6509364.500000 Penalty: 5384.621094
	Iteration 25Q: 3 clusters Score -6509364 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -6509380.500000 Penalty: 5384.621094
	Iteration 26Q: 3 clusters Score -6509380 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -6509393.500000 Penalty: 5384.621094
	Iteration 27Q: 3 clusters Score -6509394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -6509394.500000 Penalty: 5384.621094
	Iteration 28Q: 3 clusters Score -6509394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -6509403.000000 Penalty: 5384.621094
	Iteration 29Q: 3 clusters Score -6509403 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49121 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -6509416.500000 Penalty: 5384.621094
	Iteration 30Q: 3 clusters Score -6509416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -6509442.500000 Penalty: 5384.621094
	Iteration 31Q: 3 clusters Score -6509442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -6509448.000000 Penalty: 5384.621094
	Iteration 32Q: 3 clusters Score -6509448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -6509457.500000 Penalty: 5384.621094
	Iteration 33Q: 3 clusters Score -6509458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -6509454.500000 Penalty: 5384.621094
	Iteration 34Q: 3 clusters Score -6509454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -6509456.500000 Penalty: 5384.621094
	Iteration 35Q: 3 clusters Score -6509456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -6509477.500000 Penalty: 5384.621094
	Iteration 36Q: 3 clusters Score -6509478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -6509473.000000 Penalty: 5384.621094
	Iteration 37Q: 3 clusters Score -6509473 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -6509470.000000 Penalty: 5384.621094
	Iteration 38Q: 3 clusters Score -6509470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -6509478.500000 Penalty: 5384.621094
	Iteration 39Q: 3 clusters Score -6509478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -6509481.000000 Penalty: 5384.621094
	Iteration 40F: 3 clusters Score -6509481 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -6509497.000000 Penalty: 5384.621094
	Iteration 41Q: 3 clusters Score -6509497 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -6509507.000000 Penalty: 5384.621094
	Iteration 42Q: 3 clusters Score -6509507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -6509504.000000 Penalty: 5384.621094
	Iteration 43Q: 3 clusters Score -6509504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -6509522.000000 Penalty: 5384.621094
	Iteration 44Q: 3 clusters Score -6509522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -6509537.000000 Penalty: 5384.621094
	Iteration 45Q: 3 clusters Score -6509537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -6509530.000000 Penalty: 5384.621094
	Iteration 46Q: 3 clusters Score -6509530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -6509535.000000 Penalty: 5384.621094
	Iteration 47Q: 3 clusters Score -6509535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -6509523.500000 Penalty: 5384.621094
	Iteration 48Q: 3 clusters Score -6509524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49510 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -6509530.500000 Penalty: 5384.621094
	Iteration 49Q: 3 clusters Score -6509530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -6509530.500000 Penalty: 5384.621094
	Iteration 50Q: 3 clusters Score -6509530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -6509524.500000 Penalty: 5384.621094
	Iteration 51Q: 3 clusters Score -6509524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -6509529.500000 Penalty: 5384.621094
	Iteration 52Q: 3 clusters Score -6509530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -6509526.500000 Penalty: 5384.621094
	Iteration 53Q: 3 clusters Score -6509526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -6509530.500000 Penalty: 5384.621094
	Iteration 54Q: 3 clusters Score -6509530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -6509531.500000 Penalty: 5384.621094
	Iteration 55Q: 3 clusters Score -6509532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -6509536.500000 Penalty: 5384.621094
	Iteration 56Q: 3 clusters Score -6509536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -6509533.500000 Penalty: 5384.621094
	Iteration 57Q: 3 clusters Score -6509534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -6509538.000000 Penalty: 5384.621094
	Iteration 58Q: 3 clusters Score -6509538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -6509539.500000 Penalty: 5384.621094
	Iteration 59Q: 3 clusters Score -6509540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -6509540.500000 Penalty: 5384.621094
	Iteration 60F: 3 clusters Score -6509540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Entering Unmasked Estep 
Score: -362970.343750 Penalty: 2037.656860
	Iteration 0F: 2 clusters Score -362970.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -359405.875000 Penalty: 4075.313721
	Iteration 0F: 3 clusters Score -359405.9 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -360201.687500 Penalty: 4075.313721
	Iteration 1F: 3 clusters Score -360201.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -360390.875000 Penalty: 4075.313721
	Iteration 2F: 3 clusters Score -360390.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -360518.437500 Penalty: 4075.313721
	Iteration 3F: 3 clusters Score -360518.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -360608.468750 Penalty: 4075.313721
	Iteration 4Q: 3 clusters Score -360608.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -360715.343750 Penalty: 4075.313721
	Iteration 5Q: 3 clusters Score -360715.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -360837.125000 Penalty: 4075.313721
	Iteration 6Q: 3 clusters Score -360837.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -361002.531250 Penalty: 4075.313721
	Iteration 7Q: 3 clusters Score -361002.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -361223.531250 Penalty: 4075.313721
	Iteration 8F: 3 clusters Score -361223.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -361489.750000 Penalty: 4075.313721
	Iteration 9F: 3 clusters Score -361489.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -361837.562500 Penalty: 4075.313721
	Iteration 10F: 3 clusters Score -361837.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -362197.593750 Penalty: 4075.313721
	Iteration 11F: 3 clusters Score -362197.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -362395.125000 Penalty: 4075.313721
	Iteration 12Q: 3 clusters Score -362395.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -362475.437500 Penalty: 4075.313721
	Iteration 13Q: 3 clusters Score -362475.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -362525.875000 Penalty: 4075.313721
	Iteration 14Q: 3 clusters Score -362525.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -362560.156250 Penalty: 4075.313721
	Iteration 15Q: 3 clusters Score -362560.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -362580.125000 Penalty: 4075.313721
	Iteration 16Q: 3 clusters Score -362580.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -362589.656250 Penalty: 4075.313721
	Iteration 17Q: 3 clusters Score -362589.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -362598.312500 Penalty: 4075.313721
	Iteration 18Q: 3 clusters Score -362598.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -362602.531250 Penalty: 4075.313721
	Iteration 19Q: 3 clusters Score -362602.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -362607.062500 Penalty: 4075.313721
	Iteration 20F: 3 clusters Score -362607.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -362609.343750 Penalty: 4075.313721
	Iteration 21Q: 3 clusters Score -362609.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -362609.593750 Penalty: 4075.313721
	Iteration 22Q: 3 clusters Score -362609.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -362612.375000 Penalty: 4075.313721
	Iteration 23Q: 3 clusters Score -362612.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -362614.187500 Penalty: 4075.313721
	Iteration 24Q: 3 clusters Score -362614.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -362614.437500 Penalty: 4075.313721
	Iteration 25Q: 3 clusters Score -362614.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -362615.625000 Penalty: 4075.313721
	Iteration 26Q: 3 clusters Score -362615.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -362615.625000 Penalty: 4075.313721
	Iteration 27F: 3 clusters Score -362615.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (245569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245569 members 
Entering Unmasked Estep 
Score: -30451510.000000 Penalty: 3078.010498
	Iteration 0F: 2 clusters Score -3.045151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122934 members 
Mstep: Class 2 contains 122635 members 
Entering Unmasked Estep 
Score: -30291528.000000 Penalty: 6156.020996
	Iteration 0F: 3 clusters Score -3.029153e+07 nChanged 118458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126516 members 
Mstep: Class 2 contains 119053 members 
Entering Unmasked Estep 
Score: -30362366.000000 Penalty: 6156.020996
	Iteration 1F: 3 clusters Score -3.036237e+07 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128940 members 
Mstep: Class 2 contains 116629 members 
Entering Unmasked Estep 
Score: -30364080.000000 Penalty: 6156.020996
	Iteration 2Q: 3 clusters Score -3.036408e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132909 members 
Mstep: Class 2 contains 112660 members 
Entering Unmasked Estep 
Score: -30366310.000000 Penalty: 6156.020996
	Iteration 3Q: 3 clusters Score -3.036631e+07 nChanged 10092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139085 members 
Mstep: Class 2 contains 106484 members 
Entering Unmasked Estep 
Score: -30370162.000000 Penalty: 6156.020996
	Iteration 4Q: 3 clusters Score -3.037016e+07 nChanged 13073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148334 members 
Mstep: Class 2 contains 97235 members 
Entering Unmasked Estep 
Score: -30376662.000000 Penalty: 6156.020996
	Iteration 5F: 3 clusters Score -3.037666e+07 nChanged 16214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160928 members 
Mstep: Class 2 contains 84641 members 
Entering Unmasked Estep 
Score: -30387024.000000 Penalty: 6156.020996
	Iteration 6F: 3 clusters Score -3.038702e+07 nChanged 18804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176514 members 
Mstep: Class 2 contains 69055 members 
Entering Unmasked Estep 
Score: -30400976.000000 Penalty: 6156.020996
	Iteration 7F: 3 clusters Score -3.040098e+07 nChanged 18838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193040 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -30417102.000000 Penalty: 6156.020996
	Iteration 8F: 3 clusters Score -3.04171e+07 nChanged 15568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207046 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -30431856.000000 Penalty: 6156.020996
	Iteration 9F: 3 clusters Score -3.043186e+07 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216215 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -30441180.000000 Penalty: 6156.020996
	Iteration 10Q: 3 clusters Score -3.044118e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221695 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -30445600.000000 Penalty: 6156.020996
	Iteration 11Q: 3 clusters Score -3.04456e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225457 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -30447510.000000 Penalty: 6156.020996
	Iteration 12Q: 3 clusters Score -3.044751e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228432 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -30448748.000000 Penalty: 6156.020996
	Iteration 13Q: 3 clusters Score -3.044875e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230908 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -30449256.000000 Penalty: 6156.020996
	Iteration 14Q: 3 clusters Score -3.044926e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232988 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -30449730.000000 Penalty: 6156.020996
	Iteration 15Q: 3 clusters Score -3.044973e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234739 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -30450324.000000 Penalty: 6156.020996
	Iteration 16Q: 3 clusters Score -3.045032e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236150 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -30450580.000000 Penalty: 6156.020996
	Iteration 17Q: 3 clusters Score -3.045058e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237291 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -30450768.000000 Penalty: 6156.020996
	Iteration 18Q: 3 clusters Score -3.045077e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238243 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -30450770.000000 Penalty: 6156.020996
	Iteration 19Q: 3 clusters Score -3.045077e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238995 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -30450944.000000 Penalty: 6156.020996
	Iteration 20F: 3 clusters Score -3.045094e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239596 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -30451024.000000 Penalty: 6156.020996
	Iteration 21Q: 3 clusters Score -3.045102e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240100 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -30450960.000000 Penalty: 6156.020996
	Iteration 22Q: 3 clusters Score -3.045096e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240503 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -30450966.000000 Penalty: 6156.020996
	Iteration 23Q: 3 clusters Score -3.045097e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240838 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -30450932.000000 Penalty: 6156.020996
	Iteration 24Q: 3 clusters Score -3.045093e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241134 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -30450980.000000 Penalty: 6156.020996
	Iteration 25Q: 3 clusters Score -3.045098e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241383 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -30450966.000000 Penalty: 6156.020996
	Iteration 26Q: 3 clusters Score -3.045097e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241586 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -30450912.000000 Penalty: 6156.020996
	Iteration 27Q: 3 clusters Score -3.045091e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241765 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -30450936.000000 Penalty: 6156.020996
	Iteration 28Q: 3 clusters Score -3.045094e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241906 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -30450966.000000 Penalty: 6156.020996
	Iteration 29Q: 3 clusters Score -3.045097e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242037 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -30450972.000000 Penalty: 6156.020996
	Iteration 30Q: 3 clusters Score -3.045097e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242150 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -30450974.000000 Penalty: 6156.020996
	Iteration 31Q: 3 clusters Score -3.045097e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242263 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -30450924.000000 Penalty: 6156.020996
	Iteration 32Q: 3 clusters Score -3.045092e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242364 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -30450882.000000 Penalty: 6156.020996
	Iteration 33Q: 3 clusters Score -3.045088e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242442 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -30450830.000000 Penalty: 6156.020996
	Iteration 34Q: 3 clusters Score -3.045083e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242509 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -30450776.000000 Penalty: 6156.020996
	Iteration 35Q: 3 clusters Score -3.045078e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242556 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -30450800.000000 Penalty: 6156.020996
	Iteration 36Q: 3 clusters Score -3.04508e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242600 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -30450806.000000 Penalty: 6156.020996
	Iteration 37Q: 3 clusters Score -3.045081e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242642 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -30450768.000000 Penalty: 6156.020996
	Iteration 38Q: 3 clusters Score -3.045077e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242680 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -30450740.000000 Penalty: 6156.020996
	Iteration 39Q: 3 clusters Score -3.045074e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242716 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -30450742.000000 Penalty: 6156.020996
	Iteration 40F: 3 clusters Score -3.045074e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242740 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -30450748.000000 Penalty: 6156.020996
	Iteration 41Q: 3 clusters Score -3.045075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242758 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -30450752.000000 Penalty: 6156.020996
	Iteration 42Q: 3 clusters Score -3.045075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242774 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -30450692.000000 Penalty: 6156.020996
	Iteration 43Q: 3 clusters Score -3.045069e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242790 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -30450696.000000 Penalty: 6156.020996
	Iteration 44Q: 3 clusters Score -3.04507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242802 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -30450724.000000 Penalty: 6156.020996
	Iteration 45Q: 3 clusters Score -3.045072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242810 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -30450716.000000 Penalty: 6156.020996
	Iteration 46Q: 3 clusters Score -3.045072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242814 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -30450708.000000 Penalty: 6156.020996
	Iteration 47Q: 3 clusters Score -3.045071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242817 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -30450708.000000 Penalty: 6156.020996
	Iteration 48Q: 3 clusters Score -3.045071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242819 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -30450704.000000 Penalty: 6156.020996
	Iteration 49Q: 3 clusters Score -3.04507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242820 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -30450706.000000 Penalty: 6156.020996
	Iteration 50Q: 3 clusters Score -3.045071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242820 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -30450706.000000 Penalty: 6156.020996
	Iteration 51F: 3 clusters Score -3.045071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (227288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227288 members 
Entering Unmasked Estep 
Score: -28380242.000000 Penalty: 3058.825195
	Iteration 0F: 2 clusters Score -2.838024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113734 members 
Mstep: Class 2 contains 113554 members 
Entering Unmasked Estep 
Score: -28234658.000000 Penalty: 6117.650391
	Iteration 0F: 3 clusters Score -2.823466e+07 nChanged 109690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113068 members 
Mstep: Class 2 contains 114220 members 
Entering Unmasked Estep 
Score: -28299116.000000 Penalty: 6117.650391
	Iteration 1F: 3 clusters Score -2.829912e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112803 members 
Mstep: Class 2 contains 114485 members 
Entering Unmasked Estep 
Score: -28300310.000000 Penalty: 6117.650391
	Iteration 2Q: 3 clusters Score -2.830031e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112410 members 
Mstep: Class 2 contains 114878 members 
Entering Unmasked Estep 
Score: -28301600.000000 Penalty: 6117.650391
	Iteration 3Q: 3 clusters Score -2.83016e+07 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111809 members 
Mstep: Class 2 contains 115479 members 
Entering Unmasked Estep 
Score: -28303732.000000 Penalty: 6117.650391
	Iteration 4Q: 3 clusters Score -2.830373e+07 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110740 members 
Mstep: Class 2 contains 116548 members 
Entering Unmasked Estep 
Score: -28306766.000000 Penalty: 6117.650391
	Iteration 5Q: 3 clusters Score -2.830677e+07 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108989 members 
Mstep: Class 2 contains 118299 members 
Entering Unmasked Estep 
Score: -28311590.000000 Penalty: 6117.650391
	Iteration 6Q: 3 clusters Score -2.831159e+07 nChanged 11971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106326 members 
Mstep: Class 2 contains 120962 members 
Entering Unmasked Estep 
Score: -28318422.000000 Penalty: 6117.650391
	Iteration 7F: 3 clusters Score -2.831842e+07 nChanged 14229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102669 members 
Mstep: Class 2 contains 124619 members 
Entering Unmasked Estep 
Score: -28329162.000000 Penalty: 6117.650391
	Iteration 8F: 3 clusters Score -2.832916e+07 nChanged 15996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98651 members 
Mstep: Class 2 contains 128637 members 
Entering Unmasked Estep 
Score: -28342952.000000 Penalty: 6117.650391
	Iteration 9F: 3 clusters Score -2.834295e+07 nChanged 15092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95271 members 
Mstep: Class 2 contains 132017 members 
Entering Unmasked Estep 
Score: -28354042.000000 Penalty: 6117.650391
	Iteration 10F: 3 clusters Score -2.835404e+07 nChanged 10894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92751 members 
Mstep: Class 2 contains 134537 members 
Entering Unmasked Estep 
Score: -28359370.000000 Penalty: 6117.650391
	Iteration 11Q: 3 clusters Score -2.835937e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90516 members 
Mstep: Class 2 contains 136772 members 
Entering Unmasked Estep 
Score: -28361358.000000 Penalty: 6117.650391
	Iteration 12Q: 3 clusters Score -2.836136e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88304 members 
Mstep: Class 2 contains 138984 members 
Entering Unmasked Estep 
Score: -28362570.000000 Penalty: 6117.650391
	Iteration 13Q: 3 clusters Score -2.836257e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86095 members 
Mstep: Class 2 contains 141193 members 
Entering Unmasked Estep 
Score: -28363726.000000 Penalty: 6117.650391
	Iteration 14Q: 3 clusters Score -2.836373e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83839 members 
Mstep: Class 2 contains 143449 members 
Entering Unmasked Estep 
Score: -28364936.000000 Penalty: 6117.650391
	Iteration 15Q: 3 clusters Score -2.836494e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81548 members 
Mstep: Class 2 contains 145740 members 
Entering Unmasked Estep 
Score: -28365790.000000 Penalty: 6117.650391
	Iteration 16Q: 3 clusters Score -2.836579e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79300 members 
Mstep: Class 2 contains 147988 members 
Entering Unmasked Estep 
Score: -28366566.000000 Penalty: 6117.650391
	Iteration 17Q: 3 clusters Score -2.836657e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77075 members 
Mstep: Class 2 contains 150213 members 
Entering Unmasked Estep 
Score: -28367112.000000 Penalty: 6117.650391
	Iteration 18Q: 3 clusters Score -2.836711e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74863 members 
Mstep: Class 2 contains 152425 members 
Entering Unmasked Estep 
Score: -28367630.000000 Penalty: 6117.650391
	Iteration 19Q: 3 clusters Score -2.836763e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72614 members 
Mstep: Class 2 contains 154674 members 
Entering Unmasked Estep 
Score: -28368190.000000 Penalty: 6117.650391
	Iteration 20F: 3 clusters Score -2.836819e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70168 members 
Mstep: Class 2 contains 157120 members 
Entering Unmasked Estep 
Score: -28368726.000000 Penalty: 6117.650391
	Iteration 21Q: 3 clusters Score -2.836873e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67600 members 
Mstep: Class 2 contains 159688 members 
Entering Unmasked Estep 
Score: -28369176.000000 Penalty: 6117.650391
	Iteration 22Q: 3 clusters Score -2.836918e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65072 members 
Mstep: Class 2 contains 162216 members 
Entering Unmasked Estep 
Score: -28369526.000000 Penalty: 6117.650391
	Iteration 23Q: 3 clusters Score -2.836953e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62420 members 
Mstep: Class 2 contains 164868 members 
Entering Unmasked Estep 
Score: -28369850.000000 Penalty: 6117.650391
	Iteration 24Q: 3 clusters Score -2.836985e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 167679 members 
Entering Unmasked Estep 
Score: -28370538.000000 Penalty: 6117.650391
	Iteration 25Q: 3 clusters Score -2.837054e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56873 members 
Mstep: Class 2 contains 170415 members 
Entering Unmasked Estep 
Score: -28370992.000000 Penalty: 6117.650391
	Iteration 26Q: 3 clusters Score -2.837099e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 173218 members 
Entering Unmasked Estep 
Score: -28371556.000000 Penalty: 6117.650391
	Iteration 27Q: 3 clusters Score -2.837156e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 176069 members 
Entering Unmasked Estep 
Score: -28372238.000000 Penalty: 6117.650391
	Iteration 28Q: 3 clusters Score -2.837224e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 178886 members 
Entering Unmasked Estep 
Score: -28372720.000000 Penalty: 6117.650391
	Iteration 29Q: 3 clusters Score -2.837272e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 181706 members 
Entering Unmasked Estep 
Score: -28373254.000000 Penalty: 6117.650391
	Iteration 30Q: 3 clusters Score -2.837325e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 184437 members 
Entering Unmasked Estep 
Score: -28373700.000000 Penalty: 6117.650391
	Iteration 31Q: 3 clusters Score -2.83737e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 187212 members 
Entering Unmasked Estep 
Score: -28374146.000000 Penalty: 6117.650391
	Iteration 32Q: 3 clusters Score -2.837415e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 189897 members 
Entering Unmasked Estep 
Score: -28374474.000000 Penalty: 6117.650391
	Iteration 33Q: 3 clusters Score -2.837447e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 192503 members 
Entering Unmasked Estep 
Score: -28374852.000000 Penalty: 6117.650391
	Iteration 34Q: 3 clusters Score -2.837485e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 194981 members 
Entering Unmasked Estep 
Score: -28375114.000000 Penalty: 6117.650391
	Iteration 35Q: 3 clusters Score -2.837511e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 197366 members 
Entering Unmasked Estep 
Score: -28375528.000000 Penalty: 6117.650391
	Iteration 36Q: 3 clusters Score -2.837553e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 199674 members 
Entering Unmasked Estep 
Score: -28375784.000000 Penalty: 6117.650391
	Iteration 37Q: 3 clusters Score -2.837578e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 201872 members 
Entering Unmasked Estep 
Score: -28375984.000000 Penalty: 6117.650391
	Iteration 38Q: 3 clusters Score -2.837598e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 203995 members 
Entering Unmasked Estep 
Score: -28376308.000000 Penalty: 6117.650391
	Iteration 39Q: 3 clusters Score -2.837631e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 206057 members 
Entering Unmasked Estep 
Score: -28376656.000000 Penalty: 6117.650391
	Iteration 40F: 3 clusters Score -2.837666e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 208034 members 
Entering Unmasked Estep 
Score: -28376872.000000 Penalty: 6117.650391
	Iteration 41Q: 3 clusters Score -2.837687e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 209816 members 
Entering Unmasked Estep 
Score: -28377196.000000 Penalty: 6117.650391
	Iteration 42Q: 3 clusters Score -2.83772e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 211529 members 
Entering Unmasked Estep 
Score: -28377300.000000 Penalty: 6117.650391
	Iteration 43Q: 3 clusters Score -2.83773e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 213094 members 
Entering Unmasked Estep 
Score: -28377502.000000 Penalty: 6117.650391
	Iteration 44Q: 3 clusters Score -2.83775e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 214568 members 
Entering Unmasked Estep 
Score: -28377756.000000 Penalty: 6117.650391
	Iteration 45Q: 3 clusters Score -2.837776e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 215888 members 
Entering Unmasked Estep 
Score: -28377790.000000 Penalty: 6117.650391
	Iteration 46Q: 3 clusters Score -2.837779e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 217110 members 
Entering Unmasked Estep 
Score: -28377826.000000 Penalty: 6117.650391
	Iteration 47Q: 3 clusters Score -2.837783e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 218225 members 
Entering Unmasked Estep 
Score: -28377940.000000 Penalty: 6117.650391
	Iteration 48Q: 3 clusters Score -2.837794e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 219233 members 
Entering Unmasked Estep 
Score: -28378206.000000 Penalty: 6117.650391
	Iteration 49Q: 3 clusters Score -2.837821e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 220123 members 
Entering Unmasked Estep 
Score: -28378228.000000 Penalty: 6117.650391
	Iteration 50Q: 3 clusters Score -2.837823e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 220914 members 
Entering Unmasked Estep 
Score: -28378298.000000 Penalty: 6117.650391
	Iteration 51Q: 3 clusters Score -2.83783e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 221586 members 
Entering Unmasked Estep 
Score: -28378170.000000 Penalty: 6117.650391
	Iteration 52Q: 3 clusters Score -2.837817e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 222194 members 
Entering Unmasked Estep 
Score: -28378124.000000 Penalty: 6117.650391
	Iteration 53Q: 3 clusters Score -2.837812e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 222690 members 
Entering Unmasked Estep 
Score: -28378152.000000 Penalty: 6117.650391
	Iteration 54Q: 3 clusters Score -2.837815e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 223140 members 
Entering Unmasked Estep 
Score: -28378074.000000 Penalty: 6117.650391
	Iteration 55Q: 3 clusters Score -2.837807e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 223533 members 
Entering Unmasked Estep 
Score: -28378084.000000 Penalty: 6117.650391
	Iteration 56Q: 3 clusters Score -2.837808e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 223880 members 
Entering Unmasked Estep 
Score: -28378112.000000 Penalty: 6117.650391
	Iteration 57Q: 3 clusters Score -2.837811e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 224221 members 
Entering Unmasked Estep 
Score: -28378124.000000 Penalty: 6117.650391
	Iteration 58Q: 3 clusters Score -2.837812e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 224506 members 
Entering Unmasked Estep 
Score: -28378090.000000 Penalty: 6117.650391
	Iteration 59Q: 3 clusters Score -2.837809e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 224752 members 
Entering Unmasked Estep 
Score: -28378104.000000 Penalty: 6117.650391
	Iteration 60F: 3 clusters Score -2.83781e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 224937 members 
Entering Unmasked Estep 
Score: -28378040.000000 Penalty: 6117.650391
	Iteration 61Q: 3 clusters Score -2.837804e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 225107 members 
Entering Unmasked Estep 
Score: -28378060.000000 Penalty: 6117.650391
	Iteration 62Q: 3 clusters Score -2.837806e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 225252 members 
Entering Unmasked Estep 
Score: -28378032.000000 Penalty: 6117.650391
	Iteration 63Q: 3 clusters Score -2.837803e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 225391 members 
Entering Unmasked Estep 
Score: -28378032.000000 Penalty: 6117.650391
	Iteration 64Q: 3 clusters Score -2.837803e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 225504 members 
Entering Unmasked Estep 
Score: -28378044.000000 Penalty: 6117.650391
	Iteration 65Q: 3 clusters Score -2.837804e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 225609 members 
Entering Unmasked Estep 
Score: -28378082.000000 Penalty: 6117.650391
	Iteration 66Q: 3 clusters Score -2.837808e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 225699 members 
Entering Unmasked Estep 
Score: -28378054.000000 Penalty: 6117.650391
	Iteration 67Q: 3 clusters Score -2.837805e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 225755 members 
Entering Unmasked Estep 
Score: -28378018.000000 Penalty: 6117.650391
	Iteration 68Q: 3 clusters Score -2.837802e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 225813 members 
Entering Unmasked Estep 
Score: -28378048.000000 Penalty: 6117.650391
	Iteration 69Q: 3 clusters Score -2.837805e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 225866 members 
Entering Unmasked Estep 
Score: -28378044.000000 Penalty: 6117.650391
	Iteration 70Q: 3 clusters Score -2.837804e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 225908 members 
Entering Unmasked Estep 
Score: -28378040.000000 Penalty: 6117.650391
	Iteration 71Q: 3 clusters Score -2.837804e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 225938 members 
Entering Unmasked Estep 
Score: -28378046.000000 Penalty: 6117.650391
	Iteration 72Q: 3 clusters Score -2.837805e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 225962 members 
Entering Unmasked Estep 
Score: -28378038.000000 Penalty: 6117.650391
	Iteration 73Q: 3 clusters Score -2.837804e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 225977 members 
Entering Unmasked Estep 
Score: -28378016.000000 Penalty: 6117.650391
	Iteration 74Q: 3 clusters Score -2.837802e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 225992 members 
Entering Unmasked Estep 
Score: -28378046.000000 Penalty: 6117.650391
	Iteration 75Q: 3 clusters Score -2.837805e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 226006 members 
Entering Unmasked Estep 
Score: -28378056.000000 Penalty: 6117.650391
	Iteration 76Q: 3 clusters Score -2.837806e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 226016 members 
Entering Unmasked Estep 
Score: -28378084.000000 Penalty: 6117.650391
	Iteration 77Q: 3 clusters Score -2.837808e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 226031 members 
Entering Unmasked Estep 
Score: -28378090.000000 Penalty: 6117.650391
	Iteration 78Q: 3 clusters Score -2.837809e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 226048 members 
Entering Unmasked Estep 
Score: -28378088.000000 Penalty: 6117.650391
	Iteration 79Q: 3 clusters Score -2.837809e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 226066 members 
Entering Unmasked Estep 
Score: -28378098.000000 Penalty: 6117.650391
	Iteration 80F: 3 clusters Score -2.83781e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 226077 members 
Entering Unmasked Estep 
Score: -28378088.000000 Penalty: 6117.650391
	Iteration 81Q: 3 clusters Score -2.837809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 226088 members 
Entering Unmasked Estep 
Score: -28378086.000000 Penalty: 6117.650391
	Iteration 82Q: 3 clusters Score -2.837809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 226098 members 
Entering Unmasked Estep 
Score: -28378092.000000 Penalty: 6117.650391
	Iteration 83Q: 3 clusters Score -2.837809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 226107 members 
Entering Unmasked Estep 
Score: -28378088.000000 Penalty: 6117.650391
	Iteration 84Q: 3 clusters Score -2.837809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 226118 members 
Entering Unmasked Estep 
Score: -28378104.000000 Penalty: 6117.650391
	Iteration 85Q: 3 clusters Score -2.83781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 226122 members 
Entering Unmasked Estep 
Score: -28378112.000000 Penalty: 6117.650391
	Iteration 86Q: 3 clusters Score -2.837811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 226129 members 
Entering Unmasked Estep 
Score: -28378108.000000 Penalty: 6117.650391
	Iteration 87Q: 3 clusters Score -2.837811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 226132 members 
Entering Unmasked Estep 
Score: -28378102.000000 Penalty: 6117.650391
	Iteration 88Q: 3 clusters Score -2.83781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 226133 members 
Entering Unmasked Estep 
Score: -28378108.000000 Penalty: 6117.650391
	Iteration 89Q: 3 clusters Score -2.837811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 226134 members 
Entering Unmasked Estep 
Score: -28378102.000000 Penalty: 6117.650391
	Iteration 90Q: 3 clusters Score -2.83781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 226137 members 
Entering Unmasked Estep 
Score: -28378092.000000 Penalty: 6117.650391
	Iteration 91Q: 3 clusters Score -2.837809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 226141 members 
Entering Unmasked Estep 
Score: -28378102.000000 Penalty: 6117.650391
	Iteration 92Q: 3 clusters Score -2.83781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 226148 members 
Entering Unmasked Estep 
Score: -28378104.000000 Penalty: 6117.650391
	Iteration 93Q: 3 clusters Score -2.83781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 226153 members 
Entering Unmasked Estep 
Score: -28378098.000000 Penalty: 6117.650391
	Iteration 94Q: 3 clusters Score -2.83781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 226158 members 
Entering Unmasked Estep 
Score: -28378114.000000 Penalty: 6117.650391
	Iteration 95Q: 3 clusters Score -2.837811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 226161 members 
Entering Unmasked Estep 
Score: -28378088.000000 Penalty: 6117.650391
	Iteration 96Q: 3 clusters Score -2.837809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 226165 members 
Entering Unmasked Estep 
Score: -28378092.000000 Penalty: 6117.650391
	Iteration 97Q: 3 clusters Score -2.837809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 226168 members 
Entering Unmasked Estep 
Score: -28378110.000000 Penalty: 6117.650391
	Iteration 98Q: 3 clusters Score -2.837811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 226170 members 
Entering Unmasked Estep 
Score: -28378120.000000 Penalty: 6117.650391
	Iteration 99Q: 3 clusters Score -2.837812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 226170 members 
Entering Unmasked Estep 
Score: -28378120.000000 Penalty: 6117.650391
	Iteration 100F: 3 clusters Score -2.837812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Entering Unmasked Estep 
Score: -1949427.625000 Penalty: 2405.621338
	Iteration 0F: 2 clusters Score -1949428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1937699.125000 Penalty: 4811.242676
	Iteration 0F: 3 clusters Score -1937699 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1941569.375000 Penalty: 4811.242676
	Iteration 1F: 3 clusters Score -1941569 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1942217.375000 Penalty: 4811.242676
	Iteration 2F: 3 clusters Score -1942217 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1942878.750000 Penalty: 4811.242676
	Iteration 3F: 3 clusters Score -1942879 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1943639.250000 Penalty: 4811.242676
	Iteration 4F: 3 clusters Score -1943639 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1944468.500000 Penalty: 4811.242676
	Iteration 5F: 3 clusters Score -1944468 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1945239.625000 Penalty: 4811.242676
	Iteration 6F: 3 clusters Score -1945240 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1945895.125000 Penalty: 4811.242676
	Iteration 7F: 3 clusters Score -1945895 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1946376.500000 Penalty: 4811.242676
	Iteration 8Q: 3 clusters Score -1946376 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1946661.625000 Penalty: 4811.242676
	Iteration 9Q: 3 clusters Score -1946662 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1946850.500000 Penalty: 4811.242676
	Iteration 10Q: 3 clusters Score -1946850 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1946928.750000 Penalty: 4811.242676
	Iteration 11Q: 3 clusters Score -1946929 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1946997.875000 Penalty: 4811.242676
	Iteration 12Q: 3 clusters Score -1946998 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1947040.500000 Penalty: 4811.242676
	Iteration 13Q: 3 clusters Score -1947040 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1947081.500000 Penalty: 4811.242676
	Iteration 14Q: 3 clusters Score -1947082 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1947113.375000 Penalty: 4811.242676
	Iteration 15Q: 3 clusters Score -1947113 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1947128.250000 Penalty: 4811.242676
	Iteration 16Q: 3 clusters Score -1947128 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1947151.625000 Penalty: 4811.242676
	Iteration 17Q: 3 clusters Score -1947152 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1947164.125000 Penalty: 4811.242676
	Iteration 18Q: 3 clusters Score -1947164 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1947193.625000 Penalty: 4811.242676
	Iteration 19Q: 3 clusters Score -1947194 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1947218.625000 Penalty: 4811.242676
	Iteration 20F: 3 clusters Score -1947219 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1947249.875000 Penalty: 4811.242676
	Iteration 21Q: 3 clusters Score -1947250 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1947294.375000 Penalty: 4811.242676
	Iteration 22Q: 3 clusters Score -1947294 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1947350.875000 Penalty: 4811.242676
	Iteration 23Q: 3 clusters Score -1947351 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1947440.625000 Penalty: 4811.242676
	Iteration 24Q: 3 clusters Score -1947441 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1947559.500000 Penalty: 4811.242676
	Iteration 25Q: 3 clusters Score -1947560 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1947684.875000 Penalty: 4811.242676
	Iteration 26Q: 3 clusters Score -1947685 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1947796.625000 Penalty: 4811.242676
	Iteration 27Q: 3 clusters Score -1947797 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1947870.375000 Penalty: 4811.242676
	Iteration 28Q: 3 clusters Score -1947870 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1947918.125000 Penalty: 4811.242676
	Iteration 29Q: 3 clusters Score -1947918 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1947952.625000 Penalty: 4811.242676
	Iteration 30Q: 3 clusters Score -1947953 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1947983.250000 Penalty: 4811.242676
	Iteration 31Q: 3 clusters Score -1947983 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1948006.000000 Penalty: 4811.242676
	Iteration 32Q: 3 clusters Score -1948006 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1948026.250000 Penalty: 4811.242676
	Iteration 33Q: 3 clusters Score -1948026 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1948039.000000 Penalty: 4811.242676
	Iteration 34Q: 3 clusters Score -1948039 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1948050.250000 Penalty: 4811.242676
	Iteration 35Q: 3 clusters Score -1948050 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1948065.625000 Penalty: 4811.242676
	Iteration 36Q: 3 clusters Score -1948066 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1948073.250000 Penalty: 4811.242676
	Iteration 37Q: 3 clusters Score -1948073 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1948085.125000 Penalty: 4811.242676
	Iteration 38Q: 3 clusters Score -1948085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1948087.625000 Penalty: 4811.242676
	Iteration 39Q: 3 clusters Score -1948088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1948086.500000 Penalty: 4811.242676
	Iteration 40F: 3 clusters Score -1948086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1948094.125000 Penalty: 4811.242676
	Iteration 41Q: 3 clusters Score -1948094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1948092.750000 Penalty: 4811.242676
	Iteration 42Q: 3 clusters Score -1948093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1948094.625000 Penalty: 4811.242676
	Iteration 43Q: 3 clusters Score -1948095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1948093.750000 Penalty: 4811.242676
	Iteration 44Q: 3 clusters Score -1948094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1948098.500000 Penalty: 4811.242676
	Iteration 45Q: 3 clusters Score -1948098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1948099.625000 Penalty: 4811.242676
	Iteration 46Q: 3 clusters Score -1948100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1948098.375000 Penalty: 4811.242676
	Iteration 47Q: 3 clusters Score -1948098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1948095.750000 Penalty: 4811.242676
	Iteration 48Q: 3 clusters Score -1948096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1948094.875000 Penalty: 4811.242676
	Iteration 49Q: 3 clusters Score -1948095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1948093.500000 Penalty: 4811.242676
	Iteration 50Q: 3 clusters Score -1948094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1948097.500000 Penalty: 4811.242676
	Iteration 51Q: 3 clusters Score -1948098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1948098.375000 Penalty: 4811.242676
	Iteration 52Q: 3 clusters Score -1948098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1948096.625000 Penalty: 4811.242676
	Iteration 53Q: 3 clusters Score -1948097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1948096.250000 Penalty: 4811.242676
	Iteration 54Q: 3 clusters Score -1948096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1948096.250000 Penalty: 4811.242676
	Iteration 55F: 3 clusters Score -1948096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Entering Unmasked Estep 
Score: -1324965.250000 Penalty: 2300.014893
	Iteration 0F: 2 clusters Score -1324965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1316943.750000 Penalty: 4600.029785
	Iteration 0F: 3 clusters Score -1316944 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1319329.375000 Penalty: 4600.029785
	Iteration 1F: 3 clusters Score -1319329 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1319631.125000 Penalty: 4600.029785
	Iteration 2F: 3 clusters Score -1319631 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1319868.125000 Penalty: 4600.029785
	Iteration 3Q: 3 clusters Score -1319868 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1320067.375000 Penalty: 4600.029785
	Iteration 4Q: 3 clusters Score -1320067 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1320248.875000 Penalty: 4600.029785
	Iteration 5Q: 3 clusters Score -1320249 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1320421.375000 Penalty: 4600.029785
	Iteration 6Q: 3 clusters Score -1320421 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1320582.625000 Penalty: 4600.029785
	Iteration 7Q: 3 clusters Score -1320583 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1320742.125000 Penalty: 4600.029785
	Iteration 8Q: 3 clusters Score -1320742 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1320931.625000 Penalty: 4600.029785
	Iteration 9Q: 3 clusters Score -1320932 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1321105.875000 Penalty: 4600.029785
	Iteration 10Q: 3 clusters Score -1321106 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1321283.375000 Penalty: 4600.029785
	Iteration 11Q: 3 clusters Score -1321283 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1321474.125000 Penalty: 4600.029785
	Iteration 12Q: 3 clusters Score -1321474 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1321636.125000 Penalty: 4600.029785
	Iteration 13Q: 3 clusters Score -1321636 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1321764.000000 Penalty: 4600.029785
	Iteration 14Q: 3 clusters Score -1321764 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1321882.500000 Penalty: 4600.029785
	Iteration 15Q: 3 clusters Score -1321882 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1321991.000000 Penalty: 4600.029785
	Iteration 16Q: 3 clusters Score -1321991 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1322094.375000 Penalty: 4600.029785
	Iteration 17Q: 3 clusters Score -1322094 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1322194.125000 Penalty: 4600.029785
	Iteration 18Q: 3 clusters Score -1322194 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1322306.375000 Penalty: 4600.029785
	Iteration 19Q: 3 clusters Score -1322306 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1322408.750000 Penalty: 4600.029785
	Iteration 20F: 3 clusters Score -1322409 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1322483.125000 Penalty: 4600.029785
	Iteration 21Q: 3 clusters Score -1322483 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1322527.625000 Penalty: 4600.029785
	Iteration 22Q: 3 clusters Score -1322528 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1322569.625000 Penalty: 4600.029785
	Iteration 23Q: 3 clusters Score -1322570 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1322602.000000 Penalty: 4600.029785
	Iteration 24Q: 3 clusters Score -1322602 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1322621.750000 Penalty: 4600.029785
	Iteration 25Q: 3 clusters Score -1322622 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1322637.375000 Penalty: 4600.029785
	Iteration 26Q: 3 clusters Score -1322637 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1322650.750000 Penalty: 4600.029785
	Iteration 27Q: 3 clusters Score -1322651 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1322668.000000 Penalty: 4600.029785
	Iteration 28Q: 3 clusters Score -1322668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1322679.875000 Penalty: 4600.029785
	Iteration 29Q: 3 clusters Score -1322680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1322685.875000 Penalty: 4600.029785
	Iteration 30Q: 3 clusters Score -1322686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1322690.875000 Penalty: 4600.029785
	Iteration 31Q: 3 clusters Score -1322691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1322704.625000 Penalty: 4600.029785
	Iteration 32Q: 3 clusters Score -1322705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1322711.625000 Penalty: 4600.029785
	Iteration 33Q: 3 clusters Score -1322712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1322717.125000 Penalty: 4600.029785
	Iteration 34Q: 3 clusters Score -1322717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1322728.125000 Penalty: 4600.029785
	Iteration 35Q: 3 clusters Score -1322728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1322737.250000 Penalty: 4600.029785
	Iteration 36Q: 3 clusters Score -1322737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1322743.125000 Penalty: 4600.029785
	Iteration 37Q: 3 clusters Score -1322743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1322749.875000 Penalty: 4600.029785
	Iteration 38Q: 3 clusters Score -1322750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1322759.250000 Penalty: 4600.029785
	Iteration 39Q: 3 clusters Score -1322759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1322764.625000 Penalty: 4600.029785
	Iteration 40F: 3 clusters Score -1322765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1322770.875000 Penalty: 4600.029785
	Iteration 41Q: 3 clusters Score -1322771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1322772.250000 Penalty: 4600.029785
	Iteration 42Q: 3 clusters Score -1322772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1322778.125000 Penalty: 4600.029785
	Iteration 43Q: 3 clusters Score -1322778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1322779.000000 Penalty: 4600.029785
	Iteration 44Q: 3 clusters Score -1322779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1322785.000000 Penalty: 4600.029785
	Iteration 45Q: 3 clusters Score -1322785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1322787.375000 Penalty: 4600.029785
	Iteration 46Q: 3 clusters Score -1322787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1322795.875000 Penalty: 4600.029785
	Iteration 47Q: 3 clusters Score -1322796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1322800.125000 Penalty: 4600.029785
	Iteration 48Q: 3 clusters Score -1322800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1322807.750000 Penalty: 4600.029785
	Iteration 49Q: 3 clusters Score -1322808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1322812.750000 Penalty: 4600.029785
	Iteration 50Q: 3 clusters Score -1322813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1322817.625000 Penalty: 4600.029785
	Iteration 51Q: 3 clusters Score -1322818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1322821.250000 Penalty: 4600.029785
	Iteration 52Q: 3 clusters Score -1322821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1322830.000000 Penalty: 4600.029785
	Iteration 53Q: 3 clusters Score -1322830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1322833.125000 Penalty: 4600.029785
	Iteration 54Q: 3 clusters Score -1322833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1322838.000000 Penalty: 4600.029785
	Iteration 55Q: 3 clusters Score -1322838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1322840.500000 Penalty: 4600.029785
	Iteration 56Q: 3 clusters Score -1322840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1322845.625000 Penalty: 4600.029785
	Iteration 57Q: 3 clusters Score -1322846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1322846.625000 Penalty: 4600.029785
	Iteration 58Q: 3 clusters Score -1322847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1322851.000000 Penalty: 4600.029785
	Iteration 59Q: 3 clusters Score -1322851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1322856.125000 Penalty: 4600.029785
	Iteration 60F: 3 clusters Score -1322856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1322857.875000 Penalty: 4600.029785
	Iteration 61Q: 3 clusters Score -1322858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1322860.125000 Penalty: 4600.029785
	Iteration 62Q: 3 clusters Score -1322860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1322862.625000 Penalty: 4600.029785
	Iteration 63Q: 3 clusters Score -1322863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1322863.125000 Penalty: 4600.029785
	Iteration 64Q: 3 clusters Score -1322863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1322869.625000 Penalty: 4600.029785
	Iteration 65Q: 3 clusters Score -1322870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1322871.750000 Penalty: 4600.029785
	Iteration 66Q: 3 clusters Score -1322872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1322872.375000 Penalty: 4600.029785
	Iteration 67Q: 3 clusters Score -1322872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1322872.875000 Penalty: 4600.029785
	Iteration 68Q: 3 clusters Score -1322873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1322875.625000 Penalty: 4600.029785
	Iteration 69Q: 3 clusters Score -1322876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1322875.625000 Penalty: 4600.029785
	Iteration 70Q: 3 clusters Score -1322876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1322881.875000 Penalty: 4600.029785
	Iteration 71Q: 3 clusters Score -1322882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1322889.750000 Penalty: 4600.029785
	Iteration 72Q: 3 clusters Score -1322890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1322892.500000 Penalty: 4600.029785
	Iteration 73Q: 3 clusters Score -1322892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1322898.000000 Penalty: 4600.029785
	Iteration 74Q: 3 clusters Score -1322898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1322904.250000 Penalty: 4600.029785
	Iteration 75Q: 3 clusters Score -1322904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1322909.875000 Penalty: 4600.029785
	Iteration 76Q: 3 clusters Score -1322910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1322915.750000 Penalty: 4600.029785
	Iteration 77Q: 3 clusters Score -1322916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1322916.375000 Penalty: 4600.029785
	Iteration 78Q: 3 clusters Score -1322916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1322920.875000 Penalty: 4600.029785
	Iteration 79Q: 3 clusters Score -1322921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1322922.250000 Penalty: 4600.029785
	Iteration 80F: 3 clusters Score -1322922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1322925.250000 Penalty: 4600.029785
	Iteration 81Q: 3 clusters Score -1322925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1322923.625000 Penalty: 4600.029785
	Iteration 82Q: 3 clusters Score -1322924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1322926.500000 Penalty: 4600.029785
	Iteration 83Q: 3 clusters Score -1322926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1322928.125000 Penalty: 4600.029785
	Iteration 84Q: 3 clusters Score -1322928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1322929.875000 Penalty: 4600.029785
	Iteration 85Q: 3 clusters Score -1322930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1322930.125000 Penalty: 4600.029785
	Iteration 86Q: 3 clusters Score -1322930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1322932.000000 Penalty: 4600.029785
	Iteration 87Q: 3 clusters Score -1322932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1322932.750000 Penalty: 4600.029785
	Iteration 88Q: 3 clusters Score -1322933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1322934.375000 Penalty: 4600.029785
	Iteration 89Q: 3 clusters Score -1322934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1322933.625000 Penalty: 4600.029785
	Iteration 90Q: 3 clusters Score -1322934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1322933.625000 Penalty: 4600.029785
	Iteration 91F: 3 clusters Score -1322934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (198054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198054 members 
Entering Unmasked Estep 
Score: -24612160.000000 Penalty: 3024.681152
	Iteration 0F: 2 clusters Score -2.461216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99004 members 
Mstep: Class 2 contains 99050 members 
Entering Unmasked Estep 
Score: -24480704.000000 Penalty: 6049.362305
	Iteration 0F: 3 clusters Score -2.44807e+07 nChanged 94943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98119 members 
Mstep: Class 2 contains 99935 members 
Entering Unmasked Estep 
Score: -24535746.000000 Penalty: 6049.362305
	Iteration 1F: 3 clusters Score -2.453575e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97979 members 
Mstep: Class 2 contains 100075 members 
Entering Unmasked Estep 
Score: -24536556.000000 Penalty: 6049.362305
	Iteration 2Q: 3 clusters Score -2.453656e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97783 members 
Mstep: Class 2 contains 100271 members 
Entering Unmasked Estep 
Score: -24537504.000000 Penalty: 6049.362305
	Iteration 3Q: 3 clusters Score -2.45375e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97582 members 
Mstep: Class 2 contains 100472 members 
Entering Unmasked Estep 
Score: -24538952.000000 Penalty: 6049.362305
	Iteration 4Q: 3 clusters Score -2.453895e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97103 members 
Mstep: Class 2 contains 100951 members 
Entering Unmasked Estep 
Score: -24541212.000000 Penalty: 6049.362305
	Iteration 5Q: 3 clusters Score -2.454121e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96304 members 
Mstep: Class 2 contains 101750 members 
Entering Unmasked Estep 
Score: -24544634.000000 Penalty: 6049.362305
	Iteration 6Q: 3 clusters Score -2.454463e+07 nChanged 10173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94765 members 
Mstep: Class 2 contains 103289 members 
Entering Unmasked Estep 
Score: -24550976.000000 Penalty: 6049.362305
	Iteration 7F: 3 clusters Score -2.455098e+07 nChanged 12995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92204 members 
Mstep: Class 2 contains 105850 members 
Entering Unmasked Estep 
Score: -24561954.000000 Penalty: 6049.362305
	Iteration 8F: 3 clusters Score -2.456195e+07 nChanged 15295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88697 members 
Mstep: Class 2 contains 109357 members 
Entering Unmasked Estep 
Score: -24576362.000000 Penalty: 6049.362305
	Iteration 9F: 3 clusters Score -2.457636e+07 nChanged 14265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85522 members 
Mstep: Class 2 contains 112532 members 
Entering Unmasked Estep 
Score: -24587146.000000 Penalty: 6049.362305
	Iteration 10F: 3 clusters Score -2.458715e+07 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 114952 members 
Entering Unmasked Estep 
Score: -24591938.000000 Penalty: 6049.362305
	Iteration 11Q: 3 clusters Score -2.459194e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80888 members 
Mstep: Class 2 contains 117166 members 
Entering Unmasked Estep 
Score: -24594864.000000 Penalty: 6049.362305
	Iteration 12Q: 3 clusters Score -2.459486e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78575 members 
Mstep: Class 2 contains 119479 members 
Entering Unmasked Estep 
Score: -24597928.000000 Penalty: 6049.362305
	Iteration 13Q: 3 clusters Score -2.459793e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76161 members 
Mstep: Class 2 contains 121893 members 
Entering Unmasked Estep 
Score: -24601274.000000 Penalty: 6049.362305
	Iteration 14Q: 3 clusters Score -2.460127e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73913 members 
Mstep: Class 2 contains 124141 members 
Entering Unmasked Estep 
Score: -24603850.000000 Penalty: 6049.362305
	Iteration 15Q: 3 clusters Score -2.460385e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72090 members 
Mstep: Class 2 contains 125964 members 
Entering Unmasked Estep 
Score: -24605722.000000 Penalty: 6049.362305
	Iteration 16Q: 3 clusters Score -2.460572e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70540 members 
Mstep: Class 2 contains 127514 members 
Entering Unmasked Estep 
Score: -24606998.000000 Penalty: 6049.362305
	Iteration 17Q: 3 clusters Score -2.4607e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69212 members 
Mstep: Class 2 contains 128842 members 
Entering Unmasked Estep 
Score: -24607762.000000 Penalty: 6049.362305
	Iteration 18Q: 3 clusters Score -2.460776e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68032 members 
Mstep: Class 2 contains 130022 members 
Entering Unmasked Estep 
Score: -24608234.000000 Penalty: 6049.362305
	Iteration 19Q: 3 clusters Score -2.460823e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 131117 members 
Entering Unmasked Estep 
Score: -24608548.000000 Penalty: 6049.362305
	Iteration 20F: 3 clusters Score -2.460855e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65885 members 
Mstep: Class 2 contains 132169 members 
Entering Unmasked Estep 
Score: -24608762.000000 Penalty: 6049.362305
	Iteration 21Q: 3 clusters Score -2.460876e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64895 members 
Mstep: Class 2 contains 133159 members 
Entering Unmasked Estep 
Score: -24609018.000000 Penalty: 6049.362305
	Iteration 22Q: 3 clusters Score -2.460902e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 134081 members 
Entering Unmasked Estep 
Score: -24609014.000000 Penalty: 6049.362305
	Iteration 23Q: 3 clusters Score -2.460901e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63025 members 
Mstep: Class 2 contains 135029 members 
Entering Unmasked Estep 
Score: -24609180.000000 Penalty: 6049.362305
	Iteration 24Q: 3 clusters Score -2.460918e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62109 members 
Mstep: Class 2 contains 135945 members 
Entering Unmasked Estep 
Score: -24609350.000000 Penalty: 6049.362305
	Iteration 25Q: 3 clusters Score -2.460935e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61212 members 
Mstep: Class 2 contains 136842 members 
Entering Unmasked Estep 
Score: -24609340.000000 Penalty: 6049.362305
	Iteration 26Q: 3 clusters Score -2.460934e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60330 members 
Mstep: Class 2 contains 137724 members 
Entering Unmasked Estep 
Score: -24609362.000000 Penalty: 6049.362305
	Iteration 27Q: 3 clusters Score -2.460936e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 138573 members 
Entering Unmasked Estep 
Score: -24609388.000000 Penalty: 6049.362305
	Iteration 28Q: 3 clusters Score -2.460939e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58678 members 
Mstep: Class 2 contains 139376 members 
Entering Unmasked Estep 
Score: -24609462.000000 Penalty: 6049.362305
	Iteration 29Q: 3 clusters Score -2.460946e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57911 members 
Mstep: Class 2 contains 140143 members 
Entering Unmasked Estep 
Score: -24609582.000000 Penalty: 6049.362305
	Iteration 30Q: 3 clusters Score -2.460958e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57208 members 
Mstep: Class 2 contains 140846 members 
Entering Unmasked Estep 
Score: -24609680.000000 Penalty: 6049.362305
	Iteration 31Q: 3 clusters Score -2.460968e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 141531 members 
Entering Unmasked Estep 
Score: -24609712.000000 Penalty: 6049.362305
	Iteration 32Q: 3 clusters Score -2.460971e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55893 members 
Mstep: Class 2 contains 142161 members 
Entering Unmasked Estep 
Score: -24609836.000000 Penalty: 6049.362305
	Iteration 33Q: 3 clusters Score -2.460984e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 142810 members 
Entering Unmasked Estep 
Score: -24609872.000000 Penalty: 6049.362305
	Iteration 34Q: 3 clusters Score -2.460987e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 143453 members 
Entering Unmasked Estep 
Score: -24609942.000000 Penalty: 6049.362305
	Iteration 35Q: 3 clusters Score -2.460994e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54008 members 
Mstep: Class 2 contains 144046 members 
Entering Unmasked Estep 
Score: -24610072.000000 Penalty: 6049.362305
	Iteration 36Q: 3 clusters Score -2.461007e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53421 members 
Mstep: Class 2 contains 144633 members 
Entering Unmasked Estep 
Score: -24610106.000000 Penalty: 6049.362305
	Iteration 37Q: 3 clusters Score -2.461011e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 145208 members 
Entering Unmasked Estep 
Score: -24610172.000000 Penalty: 6049.362305
	Iteration 38Q: 3 clusters Score -2.461017e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 145795 members 
Entering Unmasked Estep 
Score: -24610236.000000 Penalty: 6049.362305
	Iteration 39Q: 3 clusters Score -2.461024e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 146346 members 
Entering Unmasked Estep 
Score: -24610254.000000 Penalty: 6049.362305
	Iteration 40F: 3 clusters Score -2.461025e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 146905 members 
Entering Unmasked Estep 
Score: -24610226.000000 Penalty: 6049.362305
	Iteration 41Q: 3 clusters Score -2.461023e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 147444 members 
Entering Unmasked Estep 
Score: -24610296.000000 Penalty: 6049.362305
	Iteration 42Q: 3 clusters Score -2.46103e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 147941 members 
Entering Unmasked Estep 
Score: -24610306.000000 Penalty: 6049.362305
	Iteration 43Q: 3 clusters Score -2.461031e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 148427 members 
Entering Unmasked Estep 
Score: -24610346.000000 Penalty: 6049.362305
	Iteration 44Q: 3 clusters Score -2.461035e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 148941 members 
Entering Unmasked Estep 
Score: -24610334.000000 Penalty: 6049.362305
	Iteration 45Q: 3 clusters Score -2.461033e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 149417 members 
Entering Unmasked Estep 
Score: -24610414.000000 Penalty: 6049.362305
	Iteration 46Q: 3 clusters Score -2.461041e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 149894 members 
Entering Unmasked Estep 
Score: -24610406.000000 Penalty: 6049.362305
	Iteration 47Q: 3 clusters Score -2.461041e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 150359 members 
Entering Unmasked Estep 
Score: -24610478.000000 Penalty: 6049.362305
	Iteration 48Q: 3 clusters Score -2.461048e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 150839 members 
Entering Unmasked Estep 
Score: -24610470.000000 Penalty: 6049.362305
	Iteration 49Q: 3 clusters Score -2.461047e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 151313 members 
Entering Unmasked Estep 
Score: -24610528.000000 Penalty: 6049.362305
	Iteration 50Q: 3 clusters Score -2.461053e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 151781 members 
Entering Unmasked Estep 
Score: -24610528.000000 Penalty: 6049.362305
	Iteration 51Q: 3 clusters Score -2.461053e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 152202 members 
Entering Unmasked Estep 
Score: -24610524.000000 Penalty: 6049.362305
	Iteration 52Q: 3 clusters Score -2.461052e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 152611 members 
Entering Unmasked Estep 
Score: -24610598.000000 Penalty: 6049.362305
	Iteration 53Q: 3 clusters Score -2.46106e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 153005 members 
Entering Unmasked Estep 
Score: -24610622.000000 Penalty: 6049.362305
	Iteration 54Q: 3 clusters Score -2.461062e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 153412 members 
Entering Unmasked Estep 
Score: -24610616.000000 Penalty: 6049.362305
	Iteration 55Q: 3 clusters Score -2.461062e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 153848 members 
Entering Unmasked Estep 
Score: -24610640.000000 Penalty: 6049.362305
	Iteration 56Q: 3 clusters Score -2.461064e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 154262 members 
Entering Unmasked Estep 
Score: -24610642.000000 Penalty: 6049.362305
	Iteration 57Q: 3 clusters Score -2.461064e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 154662 members 
Entering Unmasked Estep 
Score: -24610592.000000 Penalty: 6049.362305
	Iteration 58Q: 3 clusters Score -2.461059e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 155097 members 
Entering Unmasked Estep 
Score: -24610618.000000 Penalty: 6049.362305
	Iteration 59Q: 3 clusters Score -2.461062e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 155552 members 
Entering Unmasked Estep 
Score: -24610670.000000 Penalty: 6049.362305
	Iteration 60F: 3 clusters Score -2.461067e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 156008 members 
Entering Unmasked Estep 
Score: -24610712.000000 Penalty: 6049.362305
	Iteration 61Q: 3 clusters Score -2.461071e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 156481 members 
Entering Unmasked Estep 
Score: -24610774.000000 Penalty: 6049.362305
	Iteration 62Q: 3 clusters Score -2.461077e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 156926 members 
Entering Unmasked Estep 
Score: -24610774.000000 Penalty: 6049.362305
	Iteration 63Q: 3 clusters Score -2.461077e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 157312 members 
Entering Unmasked Estep 
Score: -24610792.000000 Penalty: 6049.362305
	Iteration 64Q: 3 clusters Score -2.461079e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 157697 members 
Entering Unmasked Estep 
Score: -24610798.000000 Penalty: 6049.362305
	Iteration 65Q: 3 clusters Score -2.46108e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 158104 members 
Entering Unmasked Estep 
Score: -24610842.000000 Penalty: 6049.362305
	Iteration 66Q: 3 clusters Score -2.461084e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 158535 members 
Entering Unmasked Estep 
Score: -24610882.000000 Penalty: 6049.362305
	Iteration 67Q: 3 clusters Score -2.461088e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 158927 members 
Entering Unmasked Estep 
Score: -24610868.000000 Penalty: 6049.362305
	Iteration 68Q: 3 clusters Score -2.461087e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 159315 members 
Entering Unmasked Estep 
Score: -24610900.000000 Penalty: 6049.362305
	Iteration 69Q: 3 clusters Score -2.46109e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 159672 members 
Entering Unmasked Estep 
Score: -24610984.000000 Penalty: 6049.362305
	Iteration 70Q: 3 clusters Score -2.461098e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 160021 members 
Entering Unmasked Estep 
Score: -24610934.000000 Penalty: 6049.362305
	Iteration 71Q: 3 clusters Score -2.461093e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 160360 members 
Entering Unmasked Estep 
Score: -24610938.000000 Penalty: 6049.362305
	Iteration 72Q: 3 clusters Score -2.461094e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 160692 members 
Entering Unmasked Estep 
Score: -24610992.000000 Penalty: 6049.362305
	Iteration 73Q: 3 clusters Score -2.461099e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 161034 members 
Entering Unmasked Estep 
Score: -24610964.000000 Penalty: 6049.362305
	Iteration 74Q: 3 clusters Score -2.461096e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 161358 members 
Entering Unmasked Estep 
Score: -24610956.000000 Penalty: 6049.362305
	Iteration 75Q: 3 clusters Score -2.461096e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 161672 members 
Entering Unmasked Estep 
Score: -24611006.000000 Penalty: 6049.362305
	Iteration 76Q: 3 clusters Score -2.461101e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 162022 members 
Entering Unmasked Estep 
Score: -24611014.000000 Penalty: 6049.362305
	Iteration 77Q: 3 clusters Score -2.461101e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 162362 members 
Entering Unmasked Estep 
Score: -24611062.000000 Penalty: 6049.362305
	Iteration 78Q: 3 clusters Score -2.461106e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 162671 members 
Entering Unmasked Estep 
Score: -24611110.000000 Penalty: 6049.362305
	Iteration 79Q: 3 clusters Score -2.461111e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 162954 members 
Entering Unmasked Estep 
Score: -24611152.000000 Penalty: 6049.362305
	Iteration 80F: 3 clusters Score -2.461115e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 163199 members 
Entering Unmasked Estep 
Score: -24611150.000000 Penalty: 6049.362305
	Iteration 81Q: 3 clusters Score -2.461115e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 163468 members 
Entering Unmasked Estep 
Score: -24611158.000000 Penalty: 6049.362305
	Iteration 82Q: 3 clusters Score -2.461116e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 163729 members 
Entering Unmasked Estep 
Score: -24611188.000000 Penalty: 6049.362305
	Iteration 83Q: 3 clusters Score -2.461119e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 163961 members 
Entering Unmasked Estep 
Score: -24611186.000000 Penalty: 6049.362305
	Iteration 84Q: 3 clusters Score -2.461119e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 164198 members 
Entering Unmasked Estep 
Score: -24611226.000000 Penalty: 6049.362305
	Iteration 85Q: 3 clusters Score -2.461123e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 164446 members 
Entering Unmasked Estep 
Score: -24611192.000000 Penalty: 6049.362305
	Iteration 86Q: 3 clusters Score -2.461119e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 164681 members 
Entering Unmasked Estep 
Score: -24611226.000000 Penalty: 6049.362305
	Iteration 87Q: 3 clusters Score -2.461123e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 164913 members 
Entering Unmasked Estep 
Score: -24611230.000000 Penalty: 6049.362305
	Iteration 88Q: 3 clusters Score -2.461123e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 165155 members 
Entering Unmasked Estep 
Score: -24611258.000000 Penalty: 6049.362305
	Iteration 89Q: 3 clusters Score -2.461126e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 165410 members 
Entering Unmasked Estep 
Score: -24611246.000000 Penalty: 6049.362305
	Iteration 90Q: 3 clusters Score -2.461125e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 165664 members 
Entering Unmasked Estep 
Score: -24611320.000000 Penalty: 6049.362305
	Iteration 91Q: 3 clusters Score -2.461132e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 165917 members 
Entering Unmasked Estep 
Score: -24611382.000000 Penalty: 6049.362305
	Iteration 92Q: 3 clusters Score -2.461138e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 166168 members 
Entering Unmasked Estep 
Score: -24611350.000000 Penalty: 6049.362305
	Iteration 93Q: 3 clusters Score -2.461135e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 166388 members 
Entering Unmasked Estep 
Score: -24611344.000000 Penalty: 6049.362305
	Iteration 94Q: 3 clusters Score -2.461134e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 166588 members 
Entering Unmasked Estep 
Score: -24611380.000000 Penalty: 6049.362305
	Iteration 95Q: 3 clusters Score -2.461138e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 166763 members 
Entering Unmasked Estep 
Score: -24611344.000000 Penalty: 6049.362305
	Iteration 96Q: 3 clusters Score -2.461134e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 166936 members 
Entering Unmasked Estep 
Score: -24611312.000000 Penalty: 6049.362305
	Iteration 97Q: 3 clusters Score -2.461131e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 167109 members 
Entering Unmasked Estep 
Score: -24611322.000000 Penalty: 6049.362305
	Iteration 98Q: 3 clusters Score -2.461132e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 167283 members 
Entering Unmasked Estep 
Score: -24611312.000000 Penalty: 6049.362305
	Iteration 99Q: 3 clusters Score -2.461131e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 167440 members 
Entering Unmasked Estep 
Score: -24611248.000000 Penalty: 6049.362305
	Iteration 100F: 3 clusters Score -2.461125e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 167565 members 
Entering Unmasked Estep 
Score: -24611270.000000 Penalty: 6049.362305
	Iteration 101Q: 3 clusters Score -2.461127e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 167707 members 
Entering Unmasked Estep 
Score: -24611280.000000 Penalty: 6049.362305
	Iteration 102Q: 3 clusters Score -2.461128e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 167851 members 
Entering Unmasked Estep 
Score: -24611264.000000 Penalty: 6049.362305
	Iteration 103Q: 3 clusters Score -2.461126e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 167994 members 
Entering Unmasked Estep 
Score: -24611264.000000 Penalty: 6049.362305
	Iteration 104Q: 3 clusters Score -2.461126e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 168127 members 
Entering Unmasked Estep 
Score: -24611282.000000 Penalty: 6049.362305
	Iteration 105Q: 3 clusters Score -2.461128e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 168257 members 
Entering Unmasked Estep 
Score: -24611298.000000 Penalty: 6049.362305
	Iteration 106Q: 3 clusters Score -2.46113e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 168381 members 
Entering Unmasked Estep 
Score: -24611278.000000 Penalty: 6049.362305
	Iteration 107Q: 3 clusters Score -2.461128e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 168508 members 
Entering Unmasked Estep 
Score: -24611274.000000 Penalty: 6049.362305
	Iteration 108Q: 3 clusters Score -2.461127e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 168629 members 
Entering Unmasked Estep 
Score: -24611280.000000 Penalty: 6049.362305
	Iteration 109Q: 3 clusters Score -2.461128e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 168726 members 
Entering Unmasked Estep 
Score: -24611324.000000 Penalty: 6049.362305
	Iteration 110Q: 3 clusters Score -2.461132e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 168815 members 
Entering Unmasked Estep 
Score: -24611352.000000 Penalty: 6049.362305
	Iteration 111Q: 3 clusters Score -2.461135e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 168906 members 
Entering Unmasked Estep 
Score: -24611332.000000 Penalty: 6049.362305
	Iteration 112Q: 3 clusters Score -2.461133e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 169009 members 
Entering Unmasked Estep 
Score: -24611392.000000 Penalty: 6049.362305
	Iteration 113Q: 3 clusters Score -2.461139e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 169114 members 
Entering Unmasked Estep 
Score: -24611396.000000 Penalty: 6049.362305
	Iteration 114Q: 3 clusters Score -2.46114e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 169218 members 
Entering Unmasked Estep 
Score: -24611376.000000 Penalty: 6049.362305
	Iteration 115Q: 3 clusters Score -2.461138e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 169326 members 
Entering Unmasked Estep 
Score: -24611384.000000 Penalty: 6049.362305
	Iteration 116Q: 3 clusters Score -2.461138e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 169435 members 
Entering Unmasked Estep 
Score: -24611306.000000 Penalty: 6049.362305
	Iteration 117Q: 3 clusters Score -2.461131e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 169539 members 
Entering Unmasked Estep 
Score: -24611340.000000 Penalty: 6049.362305
	Iteration 118Q: 3 clusters Score -2.461134e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 169638 members 
Entering Unmasked Estep 
Score: -24611308.000000 Penalty: 6049.362305
	Iteration 119Q: 3 clusters Score -2.461131e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 169740 members 
Entering Unmasked Estep 
Score: -24611300.000000 Penalty: 6049.362305
	Iteration 120F: 3 clusters Score -2.46113e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 169841 members 
Entering Unmasked Estep 
Score: -24611308.000000 Penalty: 6049.362305
	Iteration 121Q: 3 clusters Score -2.461131e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 169926 members 
Entering Unmasked Estep 
Score: -24611310.000000 Penalty: 6049.362305
	Iteration 122Q: 3 clusters Score -2.461131e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 169988 members 
Entering Unmasked Estep 
Score: -24611368.000000 Penalty: 6049.362305
	Iteration 123Q: 3 clusters Score -2.461137e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 170048 members 
Entering Unmasked Estep 
Score: -24611382.000000 Penalty: 6049.362305
	Iteration 124Q: 3 clusters Score -2.461138e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 170104 members 
Entering Unmasked Estep 
Score: -24611370.000000 Penalty: 6049.362305
	Iteration 125Q: 3 clusters Score -2.461137e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 170161 members 
Entering Unmasked Estep 
Score: -24611372.000000 Penalty: 6049.362305
	Iteration 126Q: 3 clusters Score -2.461137e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 170214 members 
Entering Unmasked Estep 
Score: -24611352.000000 Penalty: 6049.362305
	Iteration 127Q: 3 clusters Score -2.461135e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 170259 members 
Entering Unmasked Estep 
Score: -24611372.000000 Penalty: 6049.362305
	Iteration 128Q: 3 clusters Score -2.461137e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 170297 members 
Entering Unmasked Estep 
Score: -24611356.000000 Penalty: 6049.362305
	Iteration 129Q: 3 clusters Score -2.461136e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 170338 members 
Entering Unmasked Estep 
Score: -24611372.000000 Penalty: 6049.362305
	Iteration 130Q: 3 clusters Score -2.461137e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 170389 members 
Entering Unmasked Estep 
Score: -24611374.000000 Penalty: 6049.362305
	Iteration 131Q: 3 clusters Score -2.461137e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 170432 members 
Entering Unmasked Estep 
Score: -24611374.000000 Penalty: 6049.362305
	Iteration 132Q: 3 clusters Score -2.461137e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 170462 members 
Entering Unmasked Estep 
Score: -24611394.000000 Penalty: 6049.362305
	Iteration 133Q: 3 clusters Score -2.461139e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 170490 members 
Entering Unmasked Estep 
Score: -24611388.000000 Penalty: 6049.362305
	Iteration 134Q: 3 clusters Score -2.461139e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 170519 members 
Entering Unmasked Estep 
Score: -24611392.000000 Penalty: 6049.362305
	Iteration 135Q: 3 clusters Score -2.461139e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 170550 members 
Entering Unmasked Estep 
Score: -24611408.000000 Penalty: 6049.362305
	Iteration 136Q: 3 clusters Score -2.461141e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 170576 members 
Entering Unmasked Estep 
Score: -24611394.000000 Penalty: 6049.362305
	Iteration 137Q: 3 clusters Score -2.461139e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 170608 members 
Entering Unmasked Estep 
Score: -24611418.000000 Penalty: 6049.362305
	Iteration 138Q: 3 clusters Score -2.461142e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 170630 members 
Entering Unmasked Estep 
Score: -24611424.000000 Penalty: 6049.362305
	Iteration 139Q: 3 clusters Score -2.461142e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 170651 members 
Entering Unmasked Estep 
Score: -24611440.000000 Penalty: 6049.362305
	Iteration 140F: 3 clusters Score -2.461144e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 170676 members 
Entering Unmasked Estep 
Score: -24611462.000000 Penalty: 6049.362305
	Iteration 141Q: 3 clusters Score -2.461146e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 170698 members 
Entering Unmasked Estep 
Score: -24611448.000000 Penalty: 6049.362305
	Iteration 142Q: 3 clusters Score -2.461145e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 170721 members 
Entering Unmasked Estep 
Score: -24611420.000000 Penalty: 6049.362305
	Iteration 143Q: 3 clusters Score -2.461142e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 170742 members 
Entering Unmasked Estep 
Score: -24611446.000000 Penalty: 6049.362305
	Iteration 144Q: 3 clusters Score -2.461145e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 170762 members 
Entering Unmasked Estep 
Score: -24611444.000000 Penalty: 6049.362305
	Iteration 145Q: 3 clusters Score -2.461144e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 170781 members 
Entering Unmasked Estep 
Score: -24611422.000000 Penalty: 6049.362305
	Iteration 146Q: 3 clusters Score -2.461142e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 170799 members 
Entering Unmasked Estep 
Score: -24611420.000000 Penalty: 6049.362305
	Iteration 147Q: 3 clusters Score -2.461142e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 170819 members 
Entering Unmasked Estep 
Score: -24611418.000000 Penalty: 6049.362305
	Iteration 148Q: 3 clusters Score -2.461142e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 170840 members 
Entering Unmasked Estep 
Score: -24611412.000000 Penalty: 6049.362305
	Iteration 149Q: 3 clusters Score -2.461141e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 170858 members 
Entering Unmasked Estep 
Score: -24611424.000000 Penalty: 6049.362305
	Iteration 150Q: 3 clusters Score -2.461142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 170873 members 
Entering Unmasked Estep 
Score: -24611424.000000 Penalty: 6049.362305
	Iteration 151Q: 3 clusters Score -2.461142e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 170885 members 
Entering Unmasked Estep 
Score: -24611420.000000 Penalty: 6049.362305
	Iteration 152Q: 3 clusters Score -2.461142e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 170901 members 
Entering Unmasked Estep 
Score: -24611422.000000 Penalty: 6049.362305
	Iteration 153Q: 3 clusters Score -2.461142e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 170913 members 
Entering Unmasked Estep 
Score: -24611414.000000 Penalty: 6049.362305
	Iteration 154Q: 3 clusters Score -2.461141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 170924 members 
Entering Unmasked Estep 
Score: -24611408.000000 Penalty: 6049.362305
	Iteration 155Q: 3 clusters Score -2.461141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 170935 members 
Entering Unmasked Estep 
Score: -24611420.000000 Penalty: 6049.362305
	Iteration 156Q: 3 clusters Score -2.461142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 170944 members 
Entering Unmasked Estep 
Score: -24611410.000000 Penalty: 6049.362305
	Iteration 157Q: 3 clusters Score -2.461141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 170956 members 
Entering Unmasked Estep 
Score: -24611414.000000 Penalty: 6049.362305
	Iteration 158Q: 3 clusters Score -2.461141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 170964 members 
Entering Unmasked Estep 
Score: -24611432.000000 Penalty: 6049.362305
	Iteration 159Q: 3 clusters Score -2.461143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 170969 members 
Entering Unmasked Estep 
Score: -24611418.000000 Penalty: 6049.362305
	Iteration 160F: 3 clusters Score -2.461142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 170976 members 
Entering Unmasked Estep 
Score: -24611410.000000 Penalty: 6049.362305
	Iteration 161Q: 3 clusters Score -2.461141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 170981 members 
Entering Unmasked Estep 
Score: -24611394.000000 Penalty: 6049.362305
	Iteration 162Q: 3 clusters Score -2.461139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 170988 members 
Entering Unmasked Estep 
Score: -24611404.000000 Penalty: 6049.362305
	Iteration 163Q: 3 clusters Score -2.46114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 170990 members 
Entering Unmasked Estep 
Score: -24611394.000000 Penalty: 6049.362305
	Iteration 164Q: 3 clusters Score -2.461139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 170992 members 
Entering Unmasked Estep 
Score: -24611398.000000 Penalty: 6049.362305
	Iteration 165Q: 3 clusters Score -2.46114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 170993 members 
Entering Unmasked Estep 
Score: -24611402.000000 Penalty: 6049.362305
	Iteration 166Q: 3 clusters Score -2.46114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 170998 members 
Entering Unmasked Estep 
Score: -24611406.000000 Penalty: 6049.362305
	Iteration 167Q: 3 clusters Score -2.461141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 171007 members 
Entering Unmasked Estep 
Score: -24611402.000000 Penalty: 6049.362305
	Iteration 168Q: 3 clusters Score -2.46114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 171013 members 
Entering Unmasked Estep 
Score: -24611428.000000 Penalty: 6049.362305
	Iteration 169Q: 3 clusters Score -2.461143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 171018 members 
Entering Unmasked Estep 
Score: -24611442.000000 Penalty: 6049.362305
	Iteration 170Q: 3 clusters Score -2.461144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 171022 members 
Entering Unmasked Estep 
Score: -24611432.000000 Penalty: 6049.362305
	Iteration 171Q: 3 clusters Score -2.461143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 171024 members 
Entering Unmasked Estep 
Score: -24611434.000000 Penalty: 6049.362305
	Iteration 172Q: 3 clusters Score -2.461143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 171024 members 
Entering Unmasked Estep 
Score: -24611434.000000 Penalty: 6049.362305
	Iteration 173F: 3 clusters Score -2.461143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Entering Unmasked Estep 
Score: -317438.031250 Penalty: 1968.911377
	Iteration 0F: 2 clusters Score -317438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -314322.406250 Penalty: 3937.822754
	Iteration 0F: 3 clusters Score -314322.4 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -314945.062500 Penalty: 3937.822754
	Iteration 1F: 3 clusters Score -314945.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -315128.250000 Penalty: 3937.822754
	Iteration 2F: 3 clusters Score -315128.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -315239.218750 Penalty: 3937.822754
	Iteration 3F: 3 clusters Score -315239.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -315324.500000 Penalty: 3937.822754
	Iteration 4Q: 3 clusters Score -315324.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -315401.687500 Penalty: 3937.822754
	Iteration 5Q: 3 clusters Score -315401.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -315461.968750 Penalty: 3937.822754
	Iteration 6Q: 3 clusters Score -315462 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -315516.781250 Penalty: 3937.822754
	Iteration 7Q: 3 clusters Score -315516.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -315559.625000 Penalty: 3937.822754
	Iteration 8Q: 3 clusters Score -315559.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -315598.062500 Penalty: 3937.822754
	Iteration 9Q: 3 clusters Score -315598.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -315616.281250 Penalty: 3937.822754
	Iteration 10Q: 3 clusters Score -315616.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -315626.125000 Penalty: 3937.822754
	Iteration 11Q: 3 clusters Score -315626.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -315635.187500 Penalty: 3937.822754
	Iteration 12Q: 3 clusters Score -315635.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -315640.343750 Penalty: 3937.822754
	Iteration 13Q: 3 clusters Score -315640.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -315645.375000 Penalty: 3937.822754
	Iteration 14Q: 3 clusters Score -315645.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -315648.375000 Penalty: 3937.822754
	Iteration 15Q: 3 clusters Score -315648.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -315650.218750 Penalty: 3937.822754
	Iteration 16Q: 3 clusters Score -315650.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -315650.750000 Penalty: 3937.822754
	Iteration 17Q: 3 clusters Score -315650.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -315651.125000 Penalty: 3937.822754
	Iteration 18Q: 3 clusters Score -315651.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -315651.125000 Penalty: 3937.822754
	Iteration 19F: 3 clusters Score -315651.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Entering Unmasked Estep 
Score: -430492.156250 Penalty: 2040.057373
	Iteration 0F: 2 clusters Score -430492.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -426853.843750 Penalty: 4080.114746
	Iteration 0F: 3 clusters Score -426853.8 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -428246.843750 Penalty: 4080.114746
	Iteration 1F: 3 clusters Score -428246.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -429052.781250 Penalty: 4080.114746
	Iteration 2F: 3 clusters Score -429052.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -429809.343750 Penalty: 4080.114746
	Iteration 3F: 3 clusters Score -429809.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -430385.750000 Penalty: 4080.114746
	Iteration 4F: 3 clusters Score -430385.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -430791.625000 Penalty: 4080.114746
	Iteration 5F: 3 clusters Score -430791.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -431012.843750 Penalty: 4080.114746
	Iteration 6Q: 3 clusters Score -431012.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -431111.593750 Penalty: 4080.114746
	Iteration 7Q: 3 clusters Score -431111.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -431160.937500 Penalty: 4080.114746
	Iteration 8Q: 3 clusters Score -431160.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -431187.500000 Penalty: 4080.114746
	Iteration 9Q: 3 clusters Score -431187.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -431202.312500 Penalty: 4080.114746
	Iteration 10Q: 3 clusters Score -431202.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -431214.562500 Penalty: 4080.114746
	Iteration 11Q: 3 clusters Score -431214.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -431217.343750 Penalty: 4080.114746
	Iteration 12Q: 3 clusters Score -431217.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -431219.062500 Penalty: 4080.114746
	Iteration 13Q: 3 clusters Score -431219.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -431221.656250 Penalty: 4080.114746
	Iteration 14Q: 3 clusters Score -431221.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -431222.531250 Penalty: 4080.114746
	Iteration 15Q: 3 clusters Score -431222.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -431223.031250 Penalty: 4080.114746
	Iteration 16Q: 3 clusters Score -431223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -431226.312500 Penalty: 4080.114746
	Iteration 17Q: 3 clusters Score -431226.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -431228.812500 Penalty: 4080.114746
	Iteration 18Q: 3 clusters Score -431228.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -431230.593750 Penalty: 4080.114746
	Iteration 19Q: 3 clusters Score -431230.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -431230.593750 Penalty: 4080.114746
	Iteration 20F: 3 clusters Score -431230.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17494 members 
Mstep: Class 4 contains 9920 members 
Mstep: Class 5 contains 24467 members 
Mstep: Class 6 contains 185404 members 
Mstep: Class 7 contains 15449 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43370 members 
Mstep: Class 10 contains 9470 members 
Mstep: Class 11 contains 19311 members 
Mstep: Class 12 contains 83089 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 51849 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 245569 members 
Mstep: Class 17 contains 227288 members 
Mstep: Class 18 contains 16319 members 
Mstep: Class 19 contains 10660 members 
Mstep: Class 20 contains 198054 members 
Mstep: Class 21 contains 2805 members 
Mstep: Class 22 contains 402 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 2204 members 
Mstep: Class 25 contains 10821 members 
Mstep: Class 26 contains 20157 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 3335 members 
Entering Unmasked Estep 
Score: -154590928.000000 Penalty: 101103.531250
Splitting cluster 22 changes total score from -154592240.000000 to -154590928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Entering Unmasked Estep 
Score: -218383.171875 Penalty: 1898.771606
	Iteration 0F: 2 clusters Score -218383.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -215695.921875 Penalty: 3797.543213
	Iteration 0F: 3 clusters Score -215695.9 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -216339.812500 Penalty: 3797.543213
	Iteration 1F: 3 clusters Score -216339.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -216527.609375 Penalty: 3797.543213
	Iteration 2F: 3 clusters Score -216527.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -216611.187500 Penalty: 3797.543213
	Iteration 3Q: 3 clusters Score -216611.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -216660.625000 Penalty: 3797.543213
	Iteration 4Q: 3 clusters Score -216660.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -216698.812500 Penalty: 3797.543213
	Iteration 5Q: 3 clusters Score -216698.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -216739.171875 Penalty: 3797.543213
	Iteration 6Q: 3 clusters Score -216739.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -216805.531250 Penalty: 3797.543213
	Iteration 7Q: 3 clusters Score -216805.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -216872.453125 Penalty: 3797.543213
	Iteration 8Q: 3 clusters Score -216872.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -216925.421875 Penalty: 3797.543213
	Iteration 9Q: 3 clusters Score -216925.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -216982.531250 Penalty: 3797.543213
	Iteration 10Q: 3 clusters Score -216982.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -217044.953125 Penalty: 3797.543213
	Iteration 11Q: 3 clusters Score -217045 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -217102.281250 Penalty: 3797.543213
	Iteration 12Q: 3 clusters Score -217102.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -217151.750000 Penalty: 3797.543213
	Iteration 13Q: 3 clusters Score -217151.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -217196.890625 Penalty: 3797.543213
	Iteration 14Q: 3 clusters Score -217196.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -217250.359375 Penalty: 3797.543213
	Iteration 15Q: 3 clusters Score -217250.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -217294.515625 Penalty: 3797.543213
	Iteration 16Q: 3 clusters Score -217294.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -217334.734375 Penalty: 3797.543213
	Iteration 17Q: 3 clusters Score -217334.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -217373.421875 Penalty: 3797.543213
	Iteration 18Q: 3 clusters Score -217373.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -217404.453125 Penalty: 3797.543213
	Iteration 19Q: 3 clusters Score -217404.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -217436.656250 Penalty: 3797.543213
	Iteration 20F: 3 clusters Score -217436.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -217498.265625 Penalty: 3797.543213
	Iteration 21Q: 3 clusters Score -217498.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -217543.125000 Penalty: 3797.543213
	Iteration 22Q: 3 clusters Score -217543.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -217561.609375 Penalty: 3797.543213
	Iteration 23Q: 3 clusters Score -217561.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -217578.453125 Penalty: 3797.543213
	Iteration 24Q: 3 clusters Score -217578.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -217584.718750 Penalty: 3797.543213
	Iteration 25Q: 3 clusters Score -217584.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -217594.531250 Penalty: 3797.543213
	Iteration 26Q: 3 clusters Score -217594.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -217603.250000 Penalty: 3797.543213
	Iteration 27Q: 3 clusters Score -217603.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -217606.453125 Penalty: 3797.543213
	Iteration 28Q: 3 clusters Score -217606.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -217608.390625 Penalty: 3797.543213
	Iteration 29Q: 3 clusters Score -217608.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -217608.390625 Penalty: 3797.543213
	Iteration 30F: 3 clusters Score -217608.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Entering Unmasked Estep 
Score: -268162.312500 Penalty: 1909.111206
	Iteration 0F: 2 clusters Score -268162.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -265375.406250 Penalty: 3818.222412
	Iteration 0F: 3 clusters Score -265375.4 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -265851.718750 Penalty: 3818.222412
	Iteration 1F: 3 clusters Score -265851.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -265977.718750 Penalty: 3818.222412
	Iteration 2F: 3 clusters Score -265977.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -266048.093750 Penalty: 3818.222412
	Iteration 3Q: 3 clusters Score -266048.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -266099.468750 Penalty: 3818.222412
	Iteration 4Q: 3 clusters Score -266099.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -266135.312500 Penalty: 3818.222412
	Iteration 5Q: 3 clusters Score -266135.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -266166.750000 Penalty: 3818.222412
	Iteration 6Q: 3 clusters Score -266166.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -266192.250000 Penalty: 3818.222412
	Iteration 7Q: 3 clusters Score -266192.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -266203.562500 Penalty: 3818.222412
	Iteration 8Q: 3 clusters Score -266203.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -266218.781250 Penalty: 3818.222412
	Iteration 9Q: 3 clusters Score -266218.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -266230.531250 Penalty: 3818.222412
	Iteration 10Q: 3 clusters Score -266230.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -266236.312500 Penalty: 3818.222412
	Iteration 11Q: 3 clusters Score -266236.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -266240.500000 Penalty: 3818.222412
	Iteration 12Q: 3 clusters Score -266240.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -266246.843750 Penalty: 3818.222412
	Iteration 13Q: 3 clusters Score -266246.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -266251.468750 Penalty: 3818.222412
	Iteration 14Q: 3 clusters Score -266251.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -266256.156250 Penalty: 3818.222412
	Iteration 15Q: 3 clusters Score -266256.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -266259.031250 Penalty: 3818.222412
	Iteration 16Q: 3 clusters Score -266259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -266261.750000 Penalty: 3818.222412
	Iteration 17Q: 3 clusters Score -266261.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -266266.593750 Penalty: 3818.222412
	Iteration 18Q: 3 clusters Score -266266.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -266269.687500 Penalty: 3818.222412
	Iteration 19Q: 3 clusters Score -266269.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -266269.687500 Penalty: 3818.222412
	Iteration 20F: 3 clusters Score -266269.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Entering Unmasked Estep 
Score: -1341380.125000 Penalty: 2303.732422
	Iteration 0F: 2 clusters Score -1341380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1333216.750000 Penalty: 4607.464844
	Iteration 0F: 3 clusters Score -1333217 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1335659.875000 Penalty: 4607.464844
	Iteration 1F: 3 clusters Score -1335660 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1335929.625000 Penalty: 4607.464844
	Iteration 2F: 3 clusters Score -1335930 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1336121.375000 Penalty: 4607.464844
	Iteration 3Q: 3 clusters Score -1336121 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1336281.125000 Penalty: 4607.464844
	Iteration 4Q: 3 clusters Score -1336281 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1336399.250000 Penalty: 4607.464844
	Iteration 5Q: 3 clusters Score -1336399 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1336515.250000 Penalty: 4607.464844
	Iteration 6Q: 3 clusters Score -1336515 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1336645.500000 Penalty: 4607.464844
	Iteration 7Q: 3 clusters Score -1336646 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1336757.500000 Penalty: 4607.464844
	Iteration 8Q: 3 clusters Score -1336758 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1336866.000000 Penalty: 4607.464844
	Iteration 9Q: 3 clusters Score -1336866 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1336987.625000 Penalty: 4607.464844
	Iteration 10Q: 3 clusters Score -1336988 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1337151.875000 Penalty: 4607.464844
	Iteration 11Q: 3 clusters Score -1337152 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1337346.875000 Penalty: 4607.464844
	Iteration 12Q: 3 clusters Score -1337347 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1337562.875000 Penalty: 4607.464844
	Iteration 13Q: 3 clusters Score -1337563 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1337820.000000 Penalty: 4607.464844
	Iteration 14Q: 3 clusters Score -1337820 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1338132.250000 Penalty: 4607.464844
	Iteration 15Q: 3 clusters Score -1338132 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1338441.125000 Penalty: 4607.464844
	Iteration 16Q: 3 clusters Score -1338441 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1338711.500000 Penalty: 4607.464844
	Iteration 17Q: 3 clusters Score -1338712 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1338922.500000 Penalty: 4607.464844
	Iteration 18Q: 3 clusters Score -1338922 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1339066.500000 Penalty: 4607.464844
	Iteration 19Q: 3 clusters Score -1339066 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1339163.750000 Penalty: 4607.464844
	Iteration 20F: 3 clusters Score -1339164 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1339237.250000 Penalty: 4607.464844
	Iteration 21Q: 3 clusters Score -1339237 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1339285.250000 Penalty: 4607.464844
	Iteration 22Q: 3 clusters Score -1339285 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1339311.125000 Penalty: 4607.464844
	Iteration 23Q: 3 clusters Score -1339311 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1339338.875000 Penalty: 4607.464844
	Iteration 24Q: 3 clusters Score -1339339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1339369.250000 Penalty: 4607.464844
	Iteration 25Q: 3 clusters Score -1339369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1339383.000000 Penalty: 4607.464844
	Iteration 26Q: 3 clusters Score -1339383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1339400.375000 Penalty: 4607.464844
	Iteration 27Q: 3 clusters Score -1339400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1339408.375000 Penalty: 4607.464844
	Iteration 28Q: 3 clusters Score -1339408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1339415.750000 Penalty: 4607.464844
	Iteration 29Q: 3 clusters Score -1339416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1339424.125000 Penalty: 4607.464844
	Iteration 30Q: 3 clusters Score -1339424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1339434.125000 Penalty: 4607.464844
	Iteration 31Q: 3 clusters Score -1339434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1339444.750000 Penalty: 4607.464844
	Iteration 32Q: 3 clusters Score -1339445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1339449.500000 Penalty: 4607.464844
	Iteration 33Q: 3 clusters Score -1339450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1339447.000000 Penalty: 4607.464844
	Iteration 34Q: 3 clusters Score -1339447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1339454.750000 Penalty: 4607.464844
	Iteration 35Q: 3 clusters Score -1339455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1339458.000000 Penalty: 4607.464844
	Iteration 36Q: 3 clusters Score -1339458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1339458.000000 Penalty: 4607.464844
	Iteration 37F: 3 clusters Score -1339458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Entering Unmasked Estep 
Score: -2444463.000000 Penalty: 2458.004150
	Iteration 0F: 2 clusters Score -2444463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2430271.500000 Penalty: 4916.008301
	Iteration 0F: 3 clusters Score -2430272 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2435099.000000 Penalty: 4916.008301
	Iteration 1F: 3 clusters Score -2435099 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2435586.500000 Penalty: 4916.008301
	Iteration 2F: 3 clusters Score -2435586 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2436143.750000 Penalty: 4916.008301
	Iteration 3F: 3 clusters Score -2436144 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2436765.500000 Penalty: 4916.008301
	Iteration 4F: 3 clusters Score -2436766 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2437616.250000 Penalty: 4916.008301
	Iteration 5F: 3 clusters Score -2437616 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2438618.000000 Penalty: 4916.008301
	Iteration 6F: 3 clusters Score -2438618 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2439715.250000 Penalty: 4916.008301
	Iteration 7F: 3 clusters Score -2439715 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2440703.250000 Penalty: 4916.008301
	Iteration 8F: 3 clusters Score -2440703 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2441530.750000 Penalty: 4916.008301
	Iteration 9Q: 3 clusters Score -2441531 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2442087.500000 Penalty: 4916.008301
	Iteration 10Q: 3 clusters Score -2442088 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2442467.500000 Penalty: 4916.008301
	Iteration 11Q: 3 clusters Score -2442468 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2442735.500000 Penalty: 4916.008301
	Iteration 12Q: 3 clusters Score -2442736 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -2442890.500000 Penalty: 4916.008301
	Iteration 13Q: 3 clusters Score -2442890 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2442961.750000 Penalty: 4916.008301
	Iteration 14Q: 3 clusters Score -2442962 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2443011.250000 Penalty: 4916.008301
	Iteration 15Q: 3 clusters Score -2443011 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2443042.000000 Penalty: 4916.008301
	Iteration 16Q: 3 clusters Score -2443042 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2443072.000000 Penalty: 4916.008301
	Iteration 17Q: 3 clusters Score -2443072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2443102.250000 Penalty: 4916.008301
	Iteration 18Q: 3 clusters Score -2443102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2443124.500000 Penalty: 4916.008301
	Iteration 19Q: 3 clusters Score -2443124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2443148.000000 Penalty: 4916.008301
	Iteration 20F: 3 clusters Score -2443148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2443177.750000 Penalty: 4916.008301
	Iteration 21Q: 3 clusters Score -2443178 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2443216.500000 Penalty: 4916.008301
	Iteration 22Q: 3 clusters Score -2443216 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2443252.500000 Penalty: 4916.008301
	Iteration 23Q: 3 clusters Score -2443252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2443272.250000 Penalty: 4916.008301
	Iteration 24Q: 3 clusters Score -2443272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2443288.250000 Penalty: 4916.008301
	Iteration 25Q: 3 clusters Score -2443288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2443295.750000 Penalty: 4916.008301
	Iteration 26Q: 3 clusters Score -2443296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2443294.750000 Penalty: 4916.008301
	Iteration 27Q: 3 clusters Score -2443295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2443298.250000 Penalty: 4916.008301
	Iteration 28Q: 3 clusters Score -2443298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2443303.500000 Penalty: 4916.008301
	Iteration 29Q: 3 clusters Score -2443304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2443302.500000 Penalty: 4916.008301
	Iteration 30Q: 3 clusters Score -2443302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2443307.250000 Penalty: 4916.008301
	Iteration 31Q: 3 clusters Score -2443307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2443304.250000 Penalty: 4916.008301
	Iteration 32Q: 3 clusters Score -2443304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2443306.000000 Penalty: 4916.008301
	Iteration 33Q: 3 clusters Score -2443306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2443304.000000 Penalty: 4916.008301
	Iteration 34Q: 3 clusters Score -2443304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2443306.250000 Penalty: 4916.008301
	Iteration 35Q: 3 clusters Score -2443306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2443306.250000 Penalty: 4916.008301
	Iteration 36F: 3 clusters Score -2443306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Entering Unmasked Estep 
Score: -487106.875000 Penalty: 2057.605469
	Iteration 0F: 2 clusters Score -487106.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -483206.250000 Penalty: 4115.210938
	Iteration 0F: 3 clusters Score -483206.2 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -484100.906250 Penalty: 4115.210938
	Iteration 1F: 3 clusters Score -484100.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -484314.031250 Penalty: 4115.210938
	Iteration 2F: 3 clusters Score -484314 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -484455.625000 Penalty: 4115.210938
	Iteration 3F: 3 clusters Score -484455.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -484549.781250 Penalty: 4115.210938
	Iteration 4Q: 3 clusters Score -484549.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -484617.531250 Penalty: 4115.210938
	Iteration 5Q: 3 clusters Score -484617.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -484668.687500 Penalty: 4115.210938
	Iteration 6Q: 3 clusters Score -484668.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -484709.312500 Penalty: 4115.210938
	Iteration 7Q: 3 clusters Score -484709.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -484746.218750 Penalty: 4115.210938
	Iteration 8Q: 3 clusters Score -484746.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -484787.062500 Penalty: 4115.210938
	Iteration 9Q: 3 clusters Score -484787.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -484822.656250 Penalty: 4115.210938
	Iteration 10Q: 3 clusters Score -484822.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -484849.531250 Penalty: 4115.210938
	Iteration 11Q: 3 clusters Score -484849.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -484880.781250 Penalty: 4115.210938
	Iteration 12Q: 3 clusters Score -484880.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -484910.406250 Penalty: 4115.210938
	Iteration 13Q: 3 clusters Score -484910.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -484938.937500 Penalty: 4115.210938
	Iteration 14Q: 3 clusters Score -484938.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -484958.843750 Penalty: 4115.210938
	Iteration 15Q: 3 clusters Score -484958.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -484981.750000 Penalty: 4115.210938
	Iteration 16Q: 3 clusters Score -484981.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -484992.593750 Penalty: 4115.210938
	Iteration 17Q: 3 clusters Score -484992.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -485000.937500 Penalty: 4115.210938
	Iteration 18Q: 3 clusters Score -485000.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -485009.625000 Penalty: 4115.210938
	Iteration 19Q: 3 clusters Score -485009.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -485015.906250 Penalty: 4115.210938
	Iteration 20F: 3 clusters Score -485015.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -485021.687500 Penalty: 4115.210938
	Iteration 21Q: 3 clusters Score -485021.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -485028.500000 Penalty: 4115.210938
	Iteration 22Q: 3 clusters Score -485028.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -485035.656250 Penalty: 4115.210938
	Iteration 23Q: 3 clusters Score -485035.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -485041.781250 Penalty: 4115.210938
	Iteration 24Q: 3 clusters Score -485041.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -485047.593750 Penalty: 4115.210938
	Iteration 25Q: 3 clusters Score -485047.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -485054.156250 Penalty: 4115.210938
	Iteration 26Q: 3 clusters Score -485054.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -485061.000000 Penalty: 4115.210938
	Iteration 27Q: 3 clusters Score -485061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -485069.343750 Penalty: 4115.210938
	Iteration 28Q: 3 clusters Score -485069.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -485076.375000 Penalty: 4115.210938
	Iteration 29Q: 3 clusters Score -485076.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -485084.812500 Penalty: 4115.210938
	Iteration 30Q: 3 clusters Score -485084.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -485092.250000 Penalty: 4115.210938
	Iteration 31Q: 3 clusters Score -485092.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -485101.281250 Penalty: 4115.210938
	Iteration 32Q: 3 clusters Score -485101.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -485114.218750 Penalty: 4115.210938
	Iteration 33Q: 3 clusters Score -485114.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -485123.937500 Penalty: 4115.210938
	Iteration 34Q: 3 clusters Score -485123.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -485131.500000 Penalty: 4115.210938
	Iteration 35Q: 3 clusters Score -485131.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -485136.406250 Penalty: 4115.210938
	Iteration 36Q: 3 clusters Score -485136.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -485140.437500 Penalty: 4115.210938
	Iteration 37Q: 3 clusters Score -485140.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -485145.687500 Penalty: 4115.210938
	Iteration 38Q: 3 clusters Score -485145.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -485151.531250 Penalty: 4115.210938
	Iteration 39Q: 3 clusters Score -485151.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -485157.562500 Penalty: 4115.210938
	Iteration 40F: 3 clusters Score -485157.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -485164.343750 Penalty: 4115.210938
	Iteration 41Q: 3 clusters Score -485164.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -485174.187500 Penalty: 4115.210938
	Iteration 42Q: 3 clusters Score -485174.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -485182.500000 Penalty: 4115.210938
	Iteration 43Q: 3 clusters Score -485182.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -485189.218750 Penalty: 4115.210938
	Iteration 44Q: 3 clusters Score -485189.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -485196.531250 Penalty: 4115.210938
	Iteration 45Q: 3 clusters Score -485196.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -485201.156250 Penalty: 4115.210938
	Iteration 46Q: 3 clusters Score -485201.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -485206.718750 Penalty: 4115.210938
	Iteration 47Q: 3 clusters Score -485206.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -485209.468750 Penalty: 4115.210938
	Iteration 48Q: 3 clusters Score -485209.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -485213.343750 Penalty: 4115.210938
	Iteration 49Q: 3 clusters Score -485213.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -485218.187500 Penalty: 4115.210938
	Iteration 50Q: 3 clusters Score -485218.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -485221.250000 Penalty: 4115.210938
	Iteration 51Q: 3 clusters Score -485221.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -485227.500000 Penalty: 4115.210938
	Iteration 52Q: 3 clusters Score -485227.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -485232.218750 Penalty: 4115.210938
	Iteration 53Q: 3 clusters Score -485232.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -485239.687500 Penalty: 4115.210938
	Iteration 54Q: 3 clusters Score -485239.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -485244.343750 Penalty: 4115.210938
	Iteration 55Q: 3 clusters Score -485244.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -485249.031250 Penalty: 4115.210938
	Iteration 56Q: 3 clusters Score -485249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -485257.750000 Penalty: 4115.210938
	Iteration 57Q: 3 clusters Score -485257.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -485265.468750 Penalty: 4115.210938
	Iteration 58Q: 3 clusters Score -485265.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -485269.531250 Penalty: 4115.210938
	Iteration 59Q: 3 clusters Score -485269.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -485277.062500 Penalty: 4115.210938
	Iteration 60F: 3 clusters Score -485277.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -485286.750000 Penalty: 4115.210938
	Iteration 61Q: 3 clusters Score -485286.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -485296.937500 Penalty: 4115.210938
	Iteration 62Q: 3 clusters Score -485296.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -485304.281250 Penalty: 4115.210938
	Iteration 63Q: 3 clusters Score -485304.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -485310.875000 Penalty: 4115.210938
	Iteration 64Q: 3 clusters Score -485310.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -485314.781250 Penalty: 4115.210938
	Iteration 65Q: 3 clusters Score -485314.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -485326.062500 Penalty: 4115.210938
	Iteration 66Q: 3 clusters Score -485326.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -485341.718750 Penalty: 4115.210938
	Iteration 67Q: 3 clusters Score -485341.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -485347.468750 Penalty: 4115.210938
	Iteration 68Q: 3 clusters Score -485347.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -485356.375000 Penalty: 4115.210938
	Iteration 69Q: 3 clusters Score -485356.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -485365.593750 Penalty: 4115.210938
	Iteration 70Q: 3 clusters Score -485365.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -485386.218750 Penalty: 4115.210938
	Iteration 71Q: 3 clusters Score -485386.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -485416.500000 Penalty: 4115.210938
	Iteration 72Q: 3 clusters Score -485416.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -485458.781250 Penalty: 4115.210938
	Iteration 73Q: 3 clusters Score -485458.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -485516.000000 Penalty: 4115.210938
	Iteration 74Q: 3 clusters Score -485516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -485552.250000 Penalty: 4115.210938
	Iteration 75Q: 3 clusters Score -485552.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -485580.812500 Penalty: 4115.210938
	Iteration 76Q: 3 clusters Score -485580.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -485603.218750 Penalty: 4115.210938
	Iteration 77Q: 3 clusters Score -485603.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -485627.093750 Penalty: 4115.210938
	Iteration 78Q: 3 clusters Score -485627.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -485646.031250 Penalty: 4115.210938
	Iteration 79Q: 3 clusters Score -485646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -485655.625000 Penalty: 4115.210938
	Iteration 80F: 3 clusters Score -485655.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -485666.750000 Penalty: 4115.210938
	Iteration 81Q: 3 clusters Score -485666.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -485680.812500 Penalty: 4115.210938
	Iteration 82Q: 3 clusters Score -485680.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -485687.187500 Penalty: 4115.210938
	Iteration 83Q: 3 clusters Score -485687.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -485692.906250 Penalty: 4115.210938
	Iteration 84Q: 3 clusters Score -485692.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -485702.187500 Penalty: 4115.210938
	Iteration 85Q: 3 clusters Score -485702.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -485713.031250 Penalty: 4115.210938
	Iteration 86Q: 3 clusters Score -485713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -485721.312500 Penalty: 4115.210938
	Iteration 87Q: 3 clusters Score -485721.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -485733.187500 Penalty: 4115.210938
	Iteration 88Q: 3 clusters Score -485733.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -485741.375000 Penalty: 4115.210938
	Iteration 89Q: 3 clusters Score -485741.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -485747.125000 Penalty: 4115.210938
	Iteration 90Q: 3 clusters Score -485747.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -485754.687500 Penalty: 4115.210938
	Iteration 91Q: 3 clusters Score -485754.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -485757.281250 Penalty: 4115.210938
	Iteration 92Q: 3 clusters Score -485757.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -485757.500000 Penalty: 4115.210938
	Iteration 93Q: 3 clusters Score -485757.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -485757.500000 Penalty: 4115.210938
	Iteration 94F: 3 clusters Score -485757.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -118333.671875 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -118333.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -116376.085938 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -116376.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -116659.804688 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -116659.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -116742.390625 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -116742.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -116794.640625 Penalty: 3440.907715
	Iteration 3Q: 3 clusters Score -116794.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -116833.109375 Penalty: 3440.907715
	Iteration 4Q: 3 clusters Score -116833.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -116866.000000 Penalty: 3440.907715
	Iteration 5Q: 3 clusters Score -116866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -116891.375000 Penalty: 3440.907715
	Iteration 6Q: 3 clusters Score -116891.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -116928.289062 Penalty: 3440.907715
	Iteration 7Q: 3 clusters Score -116928.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -117018.632812 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -117018.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -117105.726562 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -117105.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -117153.703125 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -117153.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -117205.500000 Penalty: 3440.907715
	Iteration 11Q: 3 clusters Score -117205.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -117267.078125 Penalty: 3440.907715
	Iteration 12Q: 3 clusters Score -117267.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -117358.507812 Penalty: 3440.907715
	Iteration 13Q: 3 clusters Score -117358.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -117495.343750 Penalty: 3440.907715
	Iteration 14Q: 3 clusters Score -117495.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -117780.554688 Penalty: 3440.907715
	Iteration 15Q: 3 clusters Score -117780.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -118100.617188 Penalty: 3440.907715
	Iteration 16Q: 3 clusters Score -118100.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -118185.773438 Penalty: 3440.907715
	Iteration 17Q: 3 clusters Score -118185.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -118212.617188 Penalty: 3440.907715
	Iteration 18Q: 3 clusters Score -118212.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -118238.171875 Penalty: 3440.907715
	Iteration 19Q: 3 clusters Score -118238.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -118270.406250 Penalty: 3440.907715
	Iteration 20F: 3 clusters Score -118270.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -118317.195312 Penalty: 3440.907715
	Iteration 21Q: 3 clusters Score -118317.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -118365.132812 Penalty: 3440.907715
	Iteration 22Q: 3 clusters Score -118365.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -118397.468750 Penalty: 3440.907715
	Iteration 23Q: 3 clusters Score -118397.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -118417.812500 Penalty: 3440.907715
	Iteration 24Q: 3 clusters Score -118417.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -118443.406250 Penalty: 3440.907715
	Iteration 25Q: 3 clusters Score -118443.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -118471.296875 Penalty: 3440.907715
	Iteration 26Q: 3 clusters Score -118471.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -118486.390625 Penalty: 3440.907715
	Iteration 27Q: 3 clusters Score -118486.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -118500.070312 Penalty: 3440.907715
	Iteration 28Q: 3 clusters Score -118500.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -118514.210938 Penalty: 3440.907715
	Iteration 29Q: 3 clusters Score -118514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -118524.960938 Penalty: 3440.907715
	Iteration 30Q: 3 clusters Score -118525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -118534.382812 Penalty: 3440.907715
	Iteration 31Q: 3 clusters Score -118534.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -118546.921875 Penalty: 3440.907715
	Iteration 32Q: 3 clusters Score -118546.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -118548.726562 Penalty: 3440.907715
	Iteration 33Q: 3 clusters Score -118548.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -118552.742188 Penalty: 3440.907715
	Iteration 34Q: 3 clusters Score -118552.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -118553.914062 Penalty: 3440.907715
	Iteration 35Q: 3 clusters Score -118553.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -118553.914062 Penalty: 3440.907715
	Iteration 36F: 3 clusters Score -118553.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17494 members 
Mstep: Class 4 contains 9920 members 
Mstep: Class 5 contains 24467 members 
Mstep: Class 6 contains 185404 members 
Mstep: Class 7 contains 15449 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43370 members 
Mstep: Class 10 contains 9470 members 
Mstep: Class 11 contains 19311 members 
Mstep: Class 12 contains 83089 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 51849 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 245569 members 
Mstep: Class 17 contains 227288 members 
Mstep: Class 18 contains 16319 members 
Mstep: Class 19 contains 10660 members 
Mstep: Class 20 contains 198054 members 
Mstep: Class 21 contains 2805 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 2204 members 
Mstep: Class 25 contains 10821 members 
Mstep: Class 26 contains 20157 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 413 members 
Mstep: Class 29 contains 617 members 
Entering Unmasked Estep 
Score: -154590992.000000 Penalty: 101103.531250
Splitting cluster 28 changes total score from -154592240.000000 to -154590992.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17494 members 
Mstep: Class 4 contains 9920 members 
Mstep: Class 5 contains 24467 members 
Mstep: Class 6 contains 185404 members 
Mstep: Class 7 contains 15449 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43370 members 
Mstep: Class 10 contains 9470 members 
Mstep: Class 11 contains 19311 members 
Mstep: Class 12 contains 83089 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 51849 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 245569 members 
Mstep: Class 17 contains 227288 members 
Mstep: Class 18 contains 16319 members 
Mstep: Class 19 contains 10660 members 
Mstep: Class 20 contains 198054 members 
Mstep: Class 21 contains 2805 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 2204 members 
Mstep: Class 25 contains 10821 members 
Mstep: Class 26 contains 20157 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154592768.000000 Penalty: 97617.203125
Iteration 319Q: 29 clusters Score -1.545928e+08 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17495 members 
Mstep: Class 4 contains 9913 members 
Mstep: Class 5 contains 24350 members 
Mstep: Class 6 contains 185288 members 
Mstep: Class 7 contains 15437 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43360 members 
Mstep: Class 10 contains 9479 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 83138 members 
Mstep: Class 13 contains 9227 members 
Mstep: Class 14 contains 51530 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 245221 members 
Mstep: Class 17 contains 227272 members 
Mstep: Class 18 contains 16315 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 198972 members 
Mstep: Class 21 contains 2801 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 2212 members 
Mstep: Class 25 contains 10824 members 
Mstep: Class 26 contains 20159 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593072.000000 Penalty: 97617.203125
Iteration 320F: 29 clusters Score -1.545931e+08 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17498 members 
Mstep: Class 4 contains 9911 members 
Mstep: Class 5 contains 24247 members 
Mstep: Class 6 contains 185134 members 
Mstep: Class 7 contains 15419 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43344 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 11 contains 19326 members 
Mstep: Class 12 contains 83227 members 
Mstep: Class 13 contains 9225 members 
Mstep: Class 14 contains 51249 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 244900 members 
Mstep: Class 17 contains 227206 members 
Mstep: Class 18 contains 16299 members 
Mstep: Class 19 contains 10623 members 
Mstep: Class 20 contains 199918 members 
Mstep: Class 21 contains 2802 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 2211 members 
Mstep: Class 25 contains 10816 members 
Mstep: Class 26 contains 20163 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593456.000000 Penalty: 97617.203125
Iteration 321Q: 29 clusters Score -1.545935e+08 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17502 members 
Mstep: Class 4 contains 9909 members 
Mstep: Class 5 contains 24134 members 
Mstep: Class 6 contains 184922 members 
Mstep: Class 7 contains 15408 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43332 members 
Mstep: Class 10 contains 9490 members 
Mstep: Class 11 contains 19333 members 
Mstep: Class 12 contains 83312 members 
Mstep: Class 13 contains 9222 members 
Mstep: Class 14 contains 51021 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 244540 members 
Mstep: Class 17 contains 227235 members 
Mstep: Class 18 contains 16295 members 
Mstep: Class 19 contains 10613 members 
Mstep: Class 20 contains 200778 members 
Mstep: Class 21 contains 2799 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 2210 members 
Mstep: Class 25 contains 10815 members 
Mstep: Class 26 contains 20164 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593904.000000 Penalty: 97617.203125
Iteration 322Q: 29 clusters Score -1.545939e+08 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17502 members 
Mstep: Class 4 contains 9908 members 
Mstep: Class 5 contains 24023 members 
Mstep: Class 6 contains 184749 members 
Mstep: Class 7 contains 15381 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43322 members 
Mstep: Class 10 contains 9495 members 
Mstep: Class 11 contains 19336 members 
Mstep: Class 12 contains 83377 members 
Mstep: Class 13 contains 9222 members 
Mstep: Class 14 contains 50793 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 244152 members 
Mstep: Class 17 contains 227258 members 
Mstep: Class 18 contains 16281 members 
Mstep: Class 19 contains 10600 members 
Mstep: Class 20 contains 201680 members 
Mstep: Class 21 contains 2804 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 10816 members 
Mstep: Class 26 contains 20162 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154593792.000000 Penalty: 97617.203125
Iteration 323Q: 29 clusters Score -1.545938e+08 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17505 members 
Mstep: Class 4 contains 9896 members 
Mstep: Class 5 contains 23903 members 
Mstep: Class 6 contains 184577 members 
Mstep: Class 7 contains 15353 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43321 members 
Mstep: Class 10 contains 9503 members 
Mstep: Class 11 contains 19339 members 
Mstep: Class 12 contains 83439 members 
Mstep: Class 13 contains 9219 members 
Mstep: Class 14 contains 50533 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 243787 members 
Mstep: Class 17 contains 227365 members 
Mstep: Class 18 contains 16275 members 
Mstep: Class 19 contains 10582 members 
Mstep: Class 20 contains 202536 members 
Mstep: Class 21 contains 2802 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 10813 members 
Mstep: Class 26 contains 20164 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154594352.000000 Penalty: 97617.203125
Iteration 324Q: 29 clusters Score -1.545944e+08 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17509 members 
Mstep: Class 4 contains 9895 members 
Mstep: Class 5 contains 23793 members 
Mstep: Class 6 contains 184384 members 
Mstep: Class 7 contains 15326 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43320 members 
Mstep: Class 10 contains 9509 members 
Mstep: Class 11 contains 19338 members 
Mstep: Class 12 contains 83513 members 
Mstep: Class 13 contains 9216 members 
Mstep: Class 14 contains 50293 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 243457 members 
Mstep: Class 17 contains 227474 members 
Mstep: Class 18 contains 16276 members 
Mstep: Class 19 contains 10564 members 
Mstep: Class 20 contains 203320 members 
Mstep: Class 21 contains 2800 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 10817 members 
Mstep: Class 26 contains 20165 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154594752.000000 Penalty: 97617.203125
Iteration 325Q: 29 clusters Score -1.545948e+08 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17509 members 
Mstep: Class 4 contains 9890 members 
Mstep: Class 5 contains 23677 members 
Mstep: Class 6 contains 184204 members 
Mstep: Class 7 contains 15309 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43330 members 
Mstep: Class 10 contains 9517 members 
Mstep: Class 11 contains 19340 members 
Mstep: Class 12 contains 83591 members 
Mstep: Class 13 contains 9215 members 
Mstep: Class 14 contains 50044 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 243125 members 
Mstep: Class 17 contains 227617 members 
Mstep: Class 18 contains 16272 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 204033 members 
Mstep: Class 21 contains 2797 members 
Mstep: Class 22 contains 3739 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 2240 members 
Mstep: Class 25 contains 10819 members 
Mstep: Class 26 contains 20165 members 
Mstep: Class 27 contains 4013 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154594688.000000 Penalty: 97617.203125
Iteration 326Q: 29 clusters Score -1.545947e+08 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54399 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17514 members 
Mstep: Class 4 contains 9888 members 
Mstep: Class 5 contains 23557 members 
Mstep: Class 6 contains 184044 members 
Mstep: Class 7 contains 15286 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43337 members 
Mstep: Class 10 contains 9524 members 
Mstep: Class 11 contains 19341 members 
Mstep: Class 12 contains 83653 members 
Mstep: Class 13 contains 9214 members 
Mstep: Class 14 contains 49809 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 242813 members 
Mstep: Class 17 contains 227684 members 
Mstep: Class 18 contains 16283 members 
Mstep: Class 19 contains 10530 members 
Mstep: Class 20 contains 204778 members 
Mstep: Class 21 contains 2793 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 2246 members 
Mstep: Class 25 contains 10808 members 
Mstep: Class 26 contains 20167 members 
Mstep: Class 27 contains 4014 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595488.000000 Penalty: 97617.203125
Iteration 327Q: 29 clusters Score -1.545955e+08 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17517 members 
Mstep: Class 4 contains 9892 members 
Mstep: Class 5 contains 23447 members 
Mstep: Class 6 contains 183858 members 
Mstep: Class 7 contains 15261 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43331 members 
Mstep: Class 10 contains 9531 members 
Mstep: Class 11 contains 19341 members 
Mstep: Class 12 contains 83674 members 
Mstep: Class 13 contains 9213 members 
Mstep: Class 14 contains 49597 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 242536 members 
Mstep: Class 17 contains 227727 members 
Mstep: Class 18 contains 16289 members 
Mstep: Class 19 contains 10515 members 
Mstep: Class 20 contains 205568 members 
Mstep: Class 21 contains 2792 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 2247 members 
Mstep: Class 25 contains 10800 members 
Mstep: Class 26 contains 20165 members 
Mstep: Class 27 contains 4014 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595616.000000 Penalty: 97617.203125
Iteration 328Q: 29 clusters Score -1.545956e+08 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54339 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17518 members 
Mstep: Class 4 contains 9893 members 
Mstep: Class 5 contains 23337 members 
Mstep: Class 6 contains 183687 members 
Mstep: Class 7 contains 15242 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43322 members 
Mstep: Class 10 contains 9543 members 
Mstep: Class 11 contains 19346 members 
Mstep: Class 12 contains 83709 members 
Mstep: Class 13 contains 9211 members 
Mstep: Class 14 contains 49399 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 242256 members 
Mstep: Class 17 contains 227776 members 
Mstep: Class 18 contains 16284 members 
Mstep: Class 19 contains 10497 members 
Mstep: Class 20 contains 206317 members 
Mstep: Class 21 contains 2790 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 2251 members 
Mstep: Class 25 contains 10792 members 
Mstep: Class 26 contains 20164 members 
Mstep: Class 27 contains 4014 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595792.000000 Penalty: 97617.203125
Iteration 329Q: 29 clusters Score -1.545958e+08 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17523 members 
Mstep: Class 4 contains 9891 members 
Mstep: Class 5 contains 23267 members 
Mstep: Class 6 contains 183508 members 
Mstep: Class 7 contains 15222 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43316 members 
Mstep: Class 10 contains 9555 members 
Mstep: Class 11 contains 19344 members 
Mstep: Class 12 contains 83718 members 
Mstep: Class 13 contains 9208 members 
Mstep: Class 14 contains 49196 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 241985 members 
Mstep: Class 17 contains 227798 members 
Mstep: Class 18 contains 16276 members 
Mstep: Class 19 contains 10472 members 
Mstep: Class 20 contains 207080 members 
Mstep: Class 21 contains 2791 members 
Mstep: Class 22 contains 3731 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 10785 members 
Mstep: Class 26 contains 20168 members 
Mstep: Class 27 contains 4015 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595648.000000 Penalty: 97617.203125
Iteration 330Q: 29 clusters Score -1.545956e+08 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17529 members 
Mstep: Class 4 contains 9888 members 
Mstep: Class 5 contains 23192 members 
Mstep: Class 6 contains 183315 members 
Mstep: Class 7 contains 15204 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43321 members 
Mstep: Class 10 contains 9563 members 
Mstep: Class 11 contains 19343 members 
Mstep: Class 12 contains 83738 members 
Mstep: Class 13 contains 9208 members 
Mstep: Class 14 contains 49008 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 241731 members 
Mstep: Class 17 contains 227841 members 
Mstep: Class 18 contains 16269 members 
Mstep: Class 19 contains 10448 members 
Mstep: Class 20 contains 207781 members 
Mstep: Class 21 contains 2791 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 2264 members 
Mstep: Class 25 contains 10778 members 
Mstep: Class 26 contains 20168 members 
Mstep: Class 27 contains 4016 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154595760.000000 Penalty: 97617.203125
Iteration 331Q: 29 clusters Score -1.545958e+08 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17534 members 
Mstep: Class 4 contains 9882 members 
Mstep: Class 5 contains 23124 members 
Mstep: Class 6 contains 183154 members 
Mstep: Class 7 contains 15177 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43313 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 19347 members 
Mstep: Class 12 contains 83762 members 
Mstep: Class 13 contains 9207 members 
Mstep: Class 14 contains 48825 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 241463 members 
Mstep: Class 17 contains 227866 members 
Mstep: Class 18 contains 16263 members 
Mstep: Class 19 contains 10427 members 
Mstep: Class 20 contains 208492 members 
Mstep: Class 21 contains 2788 members 
Mstep: Class 22 contains 3736 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 2267 members 
Mstep: Class 25 contains 10773 members 
Mstep: Class 26 contains 20167 members 
Mstep: Class 27 contains 4016 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596336.000000 Penalty: 97617.203125
Iteration 332Q: 29 clusters Score -1.545963e+08 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17537 members 
Mstep: Class 4 contains 9875 members 
Mstep: Class 5 contains 23048 members 
Mstep: Class 6 contains 182955 members 
Mstep: Class 7 contains 15155 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43300 members 
Mstep: Class 10 contains 9572 members 
Mstep: Class 11 contains 19350 members 
Mstep: Class 12 contains 83796 members 
Mstep: Class 13 contains 9205 members 
Mstep: Class 14 contains 48642 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 241196 members 
Mstep: Class 17 contains 227965 members 
Mstep: Class 18 contains 16256 members 
Mstep: Class 19 contains 10398 members 
Mstep: Class 20 contains 209175 members 
Mstep: Class 21 contains 2786 members 
Mstep: Class 22 contains 3736 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 2272 members 
Mstep: Class 25 contains 10757 members 
Mstep: Class 26 contains 20169 members 
Mstep: Class 27 contains 4018 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154596976.000000 Penalty: 97617.203125
Iteration 333Q: 29 clusters Score -1.54597e+08 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54236 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17538 members 
Mstep: Class 4 contains 9867 members 
Mstep: Class 5 contains 22976 members 
Mstep: Class 6 contains 182805 members 
Mstep: Class 7 contains 15134 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43275 members 
Mstep: Class 10 contains 9576 members 
Mstep: Class 11 contains 19355 members 
Mstep: Class 12 contains 83822 members 
Mstep: Class 13 contains 9204 members 
Mstep: Class 14 contains 48482 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 240903 members 
Mstep: Class 17 contains 228053 members 
Mstep: Class 18 contains 16249 members 
Mstep: Class 19 contains 10366 members 
Mstep: Class 20 contains 209834 members 
Mstep: Class 21 contains 2784 members 
Mstep: Class 22 contains 3736 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 2276 members 
Mstep: Class 25 contains 10760 members 
Mstep: Class 26 contains 20171 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154597568.000000 Penalty: 97617.203125
Iteration 334Q: 29 clusters Score -1.545976e+08 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54218 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17541 members 
Mstep: Class 4 contains 9865 members 
Mstep: Class 5 contains 22893 members 
Mstep: Class 6 contains 182639 members 
Mstep: Class 7 contains 15127 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43277 members 
Mstep: Class 10 contains 9582 members 
Mstep: Class 11 contains 19355 members 
Mstep: Class 12 contains 83860 members 
Mstep: Class 13 contains 9204 members 
Mstep: Class 14 contains 48295 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 240591 members 
Mstep: Class 17 contains 228177 members 
Mstep: Class 18 contains 16245 members 
Mstep: Class 19 contains 10350 members 
Mstep: Class 20 contains 210452 members 
Mstep: Class 21 contains 2783 members 
Mstep: Class 22 contains 3736 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 10763 members 
Mstep: Class 26 contains 20170 members 
Mstep: Class 27 contains 4018 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598176.000000 Penalty: 97617.203125
Iteration 335Q: 29 clusters Score -1.545982e+08 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17542 members 
Mstep: Class 4 contains 9850 members 
Mstep: Class 5 contains 22813 members 
Mstep: Class 6 contains 182487 members 
Mstep: Class 7 contains 15110 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43281 members 
Mstep: Class 10 contains 9588 members 
Mstep: Class 11 contains 19358 members 
Mstep: Class 12 contains 83899 members 
Mstep: Class 13 contains 9204 members 
Mstep: Class 14 contains 48122 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 240298 members 
Mstep: Class 17 contains 228360 members 
Mstep: Class 18 contains 16242 members 
Mstep: Class 19 contains 10339 members 
Mstep: Class 20 contains 210987 members 
Mstep: Class 21 contains 2785 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 2285 members 
Mstep: Class 25 contains 10768 members 
Mstep: Class 26 contains 20168 members 
Mstep: Class 27 contains 4018 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598080.000000 Penalty: 97617.203125
Iteration 336Q: 29 clusters Score -1.545981e+08 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17543 members 
Mstep: Class 4 contains 9843 members 
Mstep: Class 5 contains 22735 members 
Mstep: Class 6 contains 182350 members 
Mstep: Class 7 contains 15093 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43283 members 
Mstep: Class 10 contains 9592 members 
Mstep: Class 11 contains 19364 members 
Mstep: Class 12 contains 83935 members 
Mstep: Class 13 contains 9203 members 
Mstep: Class 14 contains 47944 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 240024 members 
Mstep: Class 17 contains 228546 members 
Mstep: Class 18 contains 16244 members 
Mstep: Class 19 contains 10321 members 
Mstep: Class 20 contains 211482 members 
Mstep: Class 21 contains 2786 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 2282 members 
Mstep: Class 25 contains 10769 members 
Mstep: Class 26 contains 20166 members 
Mstep: Class 27 contains 4018 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598544.000000 Penalty: 97617.203125
Iteration 337Q: 29 clusters Score -1.545985e+08 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17546 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 22675 members 
Mstep: Class 6 contains 182198 members 
Mstep: Class 7 contains 15080 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43279 members 
Mstep: Class 10 contains 9597 members 
Mstep: Class 11 contains 19363 members 
Mstep: Class 12 contains 83984 members 
Mstep: Class 13 contains 9203 members 
Mstep: Class 14 contains 47767 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 239692 members 
Mstep: Class 17 contains 228810 members 
Mstep: Class 18 contains 16248 members 
Mstep: Class 19 contains 10306 members 
Mstep: Class 20 contains 211921 members 
Mstep: Class 21 contains 2789 members 
Mstep: Class 22 contains 3736 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2282 members 
Mstep: Class 25 contains 10764 members 
Mstep: Class 26 contains 20167 members 
Mstep: Class 27 contains 4018 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598256.000000 Penalty: 97617.203125
Iteration 338Q: 29 clusters Score -1.545983e+08 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17550 members 
Mstep: Class 4 contains 9828 members 
Mstep: Class 5 contains 22623 members 
Mstep: Class 6 contains 182067 members 
Mstep: Class 7 contains 15073 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43266 members 
Mstep: Class 10 contains 9602 members 
Mstep: Class 11 contains 19362 members 
Mstep: Class 12 contains 84020 members 
Mstep: Class 13 contains 9203 members 
Mstep: Class 14 contains 47582 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 239376 members 
Mstep: Class 17 contains 229060 members 
Mstep: Class 18 contains 16252 members 
Mstep: Class 19 contains 10297 members 
Mstep: Class 20 contains 212358 members 
Mstep: Class 21 contains 2791 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2285 members 
Mstep: Class 25 contains 10762 members 
Mstep: Class 26 contains 20168 members 
Mstep: Class 27 contains 4018 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598656.000000 Penalty: 97617.203125
Iteration 339Q: 29 clusters Score -1.545987e+08 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17556 members 
Mstep: Class 4 contains 9824 members 
Mstep: Class 5 contains 22558 members 
Mstep: Class 6 contains 181961 members 
Mstep: Class 7 contains 15072 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43252 members 
Mstep: Class 10 contains 9606 members 
Mstep: Class 11 contains 19365 members 
Mstep: Class 12 contains 84050 members 
Mstep: Class 13 contains 9203 members 
Mstep: Class 14 contains 47407 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 239104 members 
Mstep: Class 17 contains 229225 members 
Mstep: Class 18 contains 16252 members 
Mstep: Class 19 contains 10280 members 
Mstep: Class 20 contains 212813 members 
Mstep: Class 21 contains 2789 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2295 members 
Mstep: Class 25 contains 10768 members 
Mstep: Class 26 contains 20168 members 
Mstep: Class 27 contains 4018 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154598896.000000 Penalty: 97617.203125
Iteration 340F: 29 clusters Score -1.545989e+08 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54101 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17561 members 
Mstep: Class 4 contains 9822 members 
Mstep: Class 5 contains 22488 members 
Mstep: Class 6 contains 181859 members 
Mstep: Class 7 contains 15072 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43245 members 
Mstep: Class 10 contains 9613 members 
Mstep: Class 11 contains 19365 members 
Mstep: Class 12 contains 84090 members 
Mstep: Class 13 contains 9202 members 
Mstep: Class 14 contains 47240 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 238850 members 
Mstep: Class 17 contains 229393 members 
Mstep: Class 18 contains 16251 members 
Mstep: Class 19 contains 10267 members 
Mstep: Class 20 contains 213228 members 
Mstep: Class 21 contains 2789 members 
Mstep: Class 22 contains 3739 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2300 members 
Mstep: Class 25 contains 10761 members 
Mstep: Class 26 contains 20167 members 
Mstep: Class 27 contains 4017 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599360.000000 Penalty: 97617.203125
Iteration 341Q: 29 clusters Score -1.545994e+08 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17562 members 
Mstep: Class 4 contains 9820 members 
Mstep: Class 5 contains 22426 members 
Mstep: Class 6 contains 181784 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43240 members 
Mstep: Class 10 contains 9614 members 
Mstep: Class 11 contains 19369 members 
Mstep: Class 12 contains 84123 members 
Mstep: Class 13 contains 9201 members 
Mstep: Class 14 contains 47041 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 238580 members 
Mstep: Class 17 contains 229524 members 
Mstep: Class 18 contains 16252 members 
Mstep: Class 19 contains 10250 members 
Mstep: Class 20 contains 213679 members 
Mstep: Class 21 contains 2789 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 10767 members 
Mstep: Class 26 contains 20167 members 
Mstep: Class 27 contains 4017 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599152.000000 Penalty: 97617.203125
Iteration 342Q: 29 clusters Score -1.545992e+08 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54083 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17562 members 
Mstep: Class 4 contains 9812 members 
Mstep: Class 5 contains 22350 members 
Mstep: Class 6 contains 181713 members 
Mstep: Class 7 contains 15059 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43242 members 
Mstep: Class 10 contains 9618 members 
Mstep: Class 11 contains 19375 members 
Mstep: Class 12 contains 84172 members 
Mstep: Class 13 contains 9198 members 
Mstep: Class 14 contains 46850 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 238342 members 
Mstep: Class 17 contains 229649 members 
Mstep: Class 18 contains 16247 members 
Mstep: Class 19 contains 10243 members 
Mstep: Class 20 contains 214114 members 
Mstep: Class 21 contains 2788 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 10764 members 
Mstep: Class 26 contains 20169 members 
Mstep: Class 27 contains 4017 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599392.000000 Penalty: 97617.203125
Iteration 343Q: 29 clusters Score -1.545994e+08 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17560 members 
Mstep: Class 4 contains 9809 members 
Mstep: Class 5 contains 22270 members 
Mstep: Class 6 contains 181671 members 
Mstep: Class 7 contains 15044 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43235 members 
Mstep: Class 10 contains 9622 members 
Mstep: Class 11 contains 19382 members 
Mstep: Class 12 contains 84181 members 
Mstep: Class 13 contains 9196 members 
Mstep: Class 14 contains 46666 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 238143 members 
Mstep: Class 17 contains 229762 members 
Mstep: Class 18 contains 16244 members 
Mstep: Class 19 contains 10229 members 
Mstep: Class 20 contains 214558 members 
Mstep: Class 21 contains 2791 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2313 members 
Mstep: Class 25 contains 10764 members 
Mstep: Class 26 contains 20173 members 
Mstep: Class 27 contains 4017 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599744.000000 Penalty: 97617.203125
Iteration 344Q: 29 clusters Score -1.545997e+08 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17563 members 
Mstep: Class 4 contains 9811 members 
Mstep: Class 5 contains 22194 members 
Mstep: Class 6 contains 181622 members 
Mstep: Class 7 contains 15029 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43223 members 
Mstep: Class 10 contains 9631 members 
Mstep: Class 11 contains 19389 members 
Mstep: Class 12 contains 84188 members 
Mstep: Class 13 contains 9194 members 
Mstep: Class 14 contains 46508 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 237912 members 
Mstep: Class 17 contains 229876 members 
Mstep: Class 18 contains 16242 members 
Mstep: Class 19 contains 10218 members 
Mstep: Class 20 contains 215003 members 
Mstep: Class 21 contains 2792 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2314 members 
Mstep: Class 25 contains 10758 members 
Mstep: Class 26 contains 20176 members 
Mstep: Class 27 contains 4017 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599888.000000 Penalty: 97617.203125
Iteration 345Q: 29 clusters Score -1.545999e+08 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17562 members 
Mstep: Class 4 contains 9812 members 
Mstep: Class 5 contains 22140 members 
Mstep: Class 6 contains 181552 members 
Mstep: Class 7 contains 15017 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43217 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 19393 members 
Mstep: Class 12 contains 84216 members 
Mstep: Class 13 contains 9193 members 
Mstep: Class 14 contains 46365 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 237684 members 
Mstep: Class 17 contains 230007 members 
Mstep: Class 18 contains 16250 members 
Mstep: Class 19 contains 10208 members 
Mstep: Class 20 contains 215383 members 
Mstep: Class 21 contains 2794 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2316 members 
Mstep: Class 25 contains 10749 members 
Mstep: Class 26 contains 20179 members 
Mstep: Class 27 contains 4017 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599680.000000 Penalty: 97617.203125
Iteration 346Q: 29 clusters Score -1.545997e+08 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53931 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17563 members 
Mstep: Class 4 contains 9809 members 
Mstep: Class 5 contains 22071 members 
Mstep: Class 6 contains 181445 members 
Mstep: Class 7 contains 14998 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43218 members 
Mstep: Class 10 contains 9647 members 
Mstep: Class 11 contains 19391 members 
Mstep: Class 12 contains 84239 members 
Mstep: Class 13 contains 9194 members 
Mstep: Class 14 contains 46204 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 237582 members 
Mstep: Class 17 contains 230166 members 
Mstep: Class 18 contains 16252 members 
Mstep: Class 19 contains 10204 members 
Mstep: Class 20 contains 215695 members 
Mstep: Class 21 contains 2792 members 
Mstep: Class 22 contains 3744 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2321 members 
Mstep: Class 25 contains 10754 members 
Mstep: Class 26 contains 20183 members 
Mstep: Class 27 contains 4017 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599584.000000 Penalty: 97617.203125
Iteration 347Q: 29 clusters Score -1.545996e+08 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17563 members 
Mstep: Class 4 contains 9808 members 
Mstep: Class 5 contains 21995 members 
Mstep: Class 6 contains 181387 members 
Mstep: Class 7 contains 14980 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43222 members 
Mstep: Class 10 contains 9652 members 
Mstep: Class 11 contains 19391 members 
Mstep: Class 12 contains 84271 members 
Mstep: Class 13 contains 9192 members 
Mstep: Class 14 contains 46051 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 237480 members 
Mstep: Class 17 contains 230323 members 
Mstep: Class 18 contains 16251 members 
Mstep: Class 19 contains 10198 members 
Mstep: Class 20 contains 215933 members 
Mstep: Class 21 contains 2793 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2321 members 
Mstep: Class 25 contains 10758 members 
Mstep: Class 26 contains 20184 members 
Mstep: Class 27 contains 4018 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599888.000000 Penalty: 97617.203125
Iteration 348Q: 29 clusters Score -1.545999e+08 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17567 members 
Mstep: Class 4 contains 9812 members 
Mstep: Class 5 contains 21930 members 
Mstep: Class 6 contains 181336 members 
Mstep: Class 7 contains 14961 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43223 members 
Mstep: Class 10 contains 9653 members 
Mstep: Class 11 contains 19392 members 
Mstep: Class 12 contains 84314 members 
Mstep: Class 13 contains 9190 members 
Mstep: Class 14 contains 45927 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 237351 members 
Mstep: Class 17 contains 230463 members 
Mstep: Class 18 contains 16252 members 
Mstep: Class 19 contains 10192 members 
Mstep: Class 20 contains 216174 members 
Mstep: Class 21 contains 2796 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2315 members 
Mstep: Class 25 contains 10754 members 
Mstep: Class 26 contains 20185 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599984.000000 Penalty: 97617.203125
Iteration 349Q: 29 clusters Score -1.546e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53846 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17569 members 
Mstep: Class 4 contains 9820 members 
Mstep: Class 5 contains 21866 members 
Mstep: Class 6 contains 181311 members 
Mstep: Class 7 contains 14937 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43215 members 
Mstep: Class 10 contains 9653 members 
Mstep: Class 11 contains 19390 members 
Mstep: Class 12 contains 84343 members 
Mstep: Class 13 contains 9189 members 
Mstep: Class 14 contains 45786 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 237271 members 
Mstep: Class 17 contains 230599 members 
Mstep: Class 18 contains 16254 members 
Mstep: Class 19 contains 10187 members 
Mstep: Class 20 contains 216369 members 
Mstep: Class 21 contains 2795 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2313 members 
Mstep: Class 25 contains 10761 members 
Mstep: Class 26 contains 20187 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600144.000000 Penalty: 97617.203125
Iteration 350Q: 29 clusters Score -1.546001e+08 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17571 members 
Mstep: Class 4 contains 9825 members 
Mstep: Class 5 contains 21794 members 
Mstep: Class 6 contains 181303 members 
Mstep: Class 7 contains 14921 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43211 members 
Mstep: Class 10 contains 9653 members 
Mstep: Class 11 contains 19391 members 
Mstep: Class 12 contains 84375 members 
Mstep: Class 13 contains 9189 members 
Mstep: Class 14 contains 45658 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 237169 members 
Mstep: Class 17 contains 230731 members 
Mstep: Class 18 contains 16255 members 
Mstep: Class 19 contains 10183 members 
Mstep: Class 20 contains 216539 members 
Mstep: Class 21 contains 2796 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2317 members 
Mstep: Class 25 contains 10756 members 
Mstep: Class 26 contains 20188 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600064.000000 Penalty: 97617.203125
Iteration 351Q: 29 clusters Score -1.546001e+08 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17572 members 
Mstep: Class 4 contains 9827 members 
Mstep: Class 5 contains 21735 members 
Mstep: Class 6 contains 181251 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43205 members 
Mstep: Class 10 contains 9653 members 
Mstep: Class 11 contains 19392 members 
Mstep: Class 12 contains 84406 members 
Mstep: Class 13 contains 9189 members 
Mstep: Class 14 contains 45543 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 237058 members 
Mstep: Class 17 contains 230910 members 
Mstep: Class 18 contains 16251 members 
Mstep: Class 19 contains 10177 members 
Mstep: Class 20 contains 216700 members 
Mstep: Class 21 contains 2796 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2319 members 
Mstep: Class 25 contains 10754 members 
Mstep: Class 26 contains 20191 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599712.000000 Penalty: 97617.203125
Iteration 352Q: 29 clusters Score -1.545997e+08 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53798 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17579 members 
Mstep: Class 4 contains 9837 members 
Mstep: Class 5 contains 21687 members 
Mstep: Class 6 contains 181163 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43202 members 
Mstep: Class 10 contains 9654 members 
Mstep: Class 11 contains 19392 members 
Mstep: Class 12 contains 84432 members 
Mstep: Class 13 contains 9188 members 
Mstep: Class 14 contains 45404 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 236959 members 
Mstep: Class 17 contains 231105 members 
Mstep: Class 18 contains 16251 members 
Mstep: Class 19 contains 10177 members 
Mstep: Class 20 contains 216883 members 
Mstep: Class 21 contains 2795 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2320 members 
Mstep: Class 25 contains 10753 members 
Mstep: Class 26 contains 20192 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599584.000000 Penalty: 97617.203125
Iteration 353Q: 29 clusters Score -1.545996e+08 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53763 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17585 members 
Mstep: Class 4 contains 9842 members 
Mstep: Class 5 contains 21617 members 
Mstep: Class 6 contains 181086 members 
Mstep: Class 7 contains 14870 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43197 members 
Mstep: Class 10 contains 9656 members 
Mstep: Class 11 contains 19395 members 
Mstep: Class 12 contains 84463 members 
Mstep: Class 13 contains 9188 members 
Mstep: Class 14 contains 45263 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 236834 members 
Mstep: Class 17 contains 231318 members 
Mstep: Class 18 contains 16251 members 
Mstep: Class 19 contains 10175 members 
Mstep: Class 20 contains 217083 members 
Mstep: Class 21 contains 2796 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 10754 members 
Mstep: Class 26 contains 20200 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599728.000000 Penalty: 97617.203125
Iteration 354Q: 29 clusters Score -1.545997e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17589 members 
Mstep: Class 4 contains 9848 members 
Mstep: Class 5 contains 21557 members 
Mstep: Class 6 contains 181029 members 
Mstep: Class 7 contains 14856 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43191 members 
Mstep: Class 10 contains 9657 members 
Mstep: Class 11 contains 19396 members 
Mstep: Class 12 contains 84484 members 
Mstep: Class 13 contains 9186 members 
Mstep: Class 14 contains 45141 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 236693 members 
Mstep: Class 17 contains 231499 members 
Mstep: Class 18 contains 16257 members 
Mstep: Class 19 contains 10170 members 
Mstep: Class 20 contains 217291 members 
Mstep: Class 21 contains 2799 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 10757 members 
Mstep: Class 26 contains 20199 members 
Mstep: Class 27 contains 4022 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599680.000000 Penalty: 97617.203125
Iteration 355Q: 29 clusters Score -1.545997e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17592 members 
Mstep: Class 4 contains 9842 members 
Mstep: Class 5 contains 21508 members 
Mstep: Class 6 contains 180961 members 
Mstep: Class 7 contains 14835 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 43188 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 19399 members 
Mstep: Class 12 contains 84499 members 
Mstep: Class 13 contains 9184 members 
Mstep: Class 14 contains 45022 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 236567 members 
Mstep: Class 17 contains 231700 members 
Mstep: Class 18 contains 16264 members 
Mstep: Class 19 contains 10164 members 
Mstep: Class 20 contains 217485 members 
Mstep: Class 21 contains 2798 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2324 members 
Mstep: Class 25 contains 10759 members 
Mstep: Class 26 contains 20198 members 
Mstep: Class 27 contains 4022 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599968.000000 Penalty: 97617.203125
Iteration 356Q: 29 clusters Score -1.546e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17594 members 
Mstep: Class 4 contains 9840 members 
Mstep: Class 5 contains 21458 members 
Mstep: Class 6 contains 180897 members 
Mstep: Class 7 contains 14818 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43183 members 
Mstep: Class 10 contains 9662 members 
Mstep: Class 11 contains 19401 members 
Mstep: Class 12 contains 84514 members 
Mstep: Class 13 contains 9184 members 
Mstep: Class 14 contains 44920 members 
Mstep: Class 15 contains 3699 members 
Mstep: Class 16 contains 236479 members 
Mstep: Class 17 contains 231842 members 
Mstep: Class 18 contains 16271 members 
Mstep: Class 19 contains 10159 members 
Mstep: Class 20 contains 217662 members 
Mstep: Class 21 contains 2798 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2327 members 
Mstep: Class 25 contains 10757 members 
Mstep: Class 26 contains 20194 members 
Mstep: Class 27 contains 4022 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600016.000000 Penalty: 97617.203125
Iteration 357Q: 29 clusters Score -1.546e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17599 members 
Mstep: Class 4 contains 9837 members 
Mstep: Class 5 contains 21414 members 
Mstep: Class 6 contains 180836 members 
Mstep: Class 7 contains 14801 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43178 members 
Mstep: Class 10 contains 9662 members 
Mstep: Class 11 contains 19403 members 
Mstep: Class 12 contains 84510 members 
Mstep: Class 13 contains 9182 members 
Mstep: Class 14 contains 44836 members 
Mstep: Class 15 contains 3699 members 
Mstep: Class 16 contains 236422 members 
Mstep: Class 17 contains 231973 members 
Mstep: Class 18 contains 16275 members 
Mstep: Class 19 contains 10152 members 
Mstep: Class 20 contains 217824 members 
Mstep: Class 21 contains 2798 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2327 members 
Mstep: Class 25 contains 10751 members 
Mstep: Class 26 contains 20195 members 
Mstep: Class 27 contains 4022 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600272.000000 Penalty: 97617.203125
Iteration 358Q: 29 clusters Score -1.546003e+08 nChanged 1476
Entering ConstructFrom: 
Score: -154600272.000000 Penalty: 97617.203125
Entering ConstructFrom: 
Trying to split cluster 1 (53661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53661 members 
Entering Unmasked Estep 
Score: -6742946.500000 Penalty: 2700.829590
	Iteration 0F: 2 clusters Score -6742946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -6706895.500000 Penalty: 5401.659180
	Iteration 0F: 3 clusters Score -6706896 nChanged 24899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -6720545.000000 Penalty: 5401.659180
	Iteration 1F: 3 clusters Score -6720545 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -6721171.000000 Penalty: 5401.659180
	Iteration 2Q: 3 clusters Score -6721171 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -6721964.000000 Penalty: 5401.659180
	Iteration 3Q: 3 clusters Score -6721964 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -6722813.000000 Penalty: 5401.659180
	Iteration 4Q: 3 clusters Score -6722813 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -6723888.000000 Penalty: 5401.659180
	Iteration 5Q: 3 clusters Score -6723888 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -6725366.500000 Penalty: 5401.659180
	Iteration 6F: 3 clusters Score -6725366 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -6727375.000000 Penalty: 5401.659180
	Iteration 7F: 3 clusters Score -6727375 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -6729894.000000 Penalty: 5401.659180
	Iteration 8F: 3 clusters Score -6729894 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -6732681.000000 Penalty: 5401.659180
	Iteration 9F: 3 clusters Score -6732681 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -6735225.500000 Penalty: 5401.659180
	Iteration 10F: 3 clusters Score -6735226 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -6737027.500000 Penalty: 5401.659180
	Iteration 11Q: 3 clusters Score -6737028 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -6737982.500000 Penalty: 5401.659180
	Iteration 12Q: 3 clusters Score -6737982 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -6738558.000000 Penalty: 5401.659180
	Iteration 13Q: 3 clusters Score -6738558 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -6738947.500000 Penalty: 5401.659180
	Iteration 14Q: 3 clusters Score -6738948 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -6739258.000000 Penalty: 5401.659180
	Iteration 15Q: 3 clusters Score -6739258 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -6739502.500000 Penalty: 5401.659180
	Iteration 16Q: 3 clusters Score -6739502 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 47319 members 
Entering Unmasked Estep 
Score: -6739701.000000 Penalty: 5401.659180
	Iteration 17Q: 3 clusters Score -6739701 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -6739917.500000 Penalty: 5401.659180
	Iteration 18Q: 3 clusters Score -6739918 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -6740051.500000 Penalty: 5401.659180
	Iteration 19Q: 3 clusters Score -6740052 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -6740214.000000 Penalty: 5401.659180
	Iteration 20F: 3 clusters Score -6740214 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -6740355.000000 Penalty: 5401.659180
	Iteration 21Q: 3 clusters Score -6740355 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -6740471.000000 Penalty: 5401.659180
	Iteration 22Q: 3 clusters Score -6740471 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -6740579.000000 Penalty: 5401.659180
	Iteration 23Q: 3 clusters Score -6740579 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -6740699.500000 Penalty: 5401.659180
	Iteration 24Q: 3 clusters Score -6740700 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -6740774.000000 Penalty: 5401.659180
	Iteration 25Q: 3 clusters Score -6740774 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 50480 members 
Entering Unmasked Estep 
Score: -6740820.500000 Penalty: 5401.659180
	Iteration 26Q: 3 clusters Score -6740820 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -6740860.000000 Penalty: 5401.659180
	Iteration 27Q: 3 clusters Score -6740860 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
Score: -6740867.500000 Penalty: 5401.659180
	Iteration 28Q: 3 clusters Score -6740868 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 50866 members 
Entering Unmasked Estep 
Score: -6740914.000000 Penalty: 5401.659180
	Iteration 29Q: 3 clusters Score -6740914 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
Score: -6740946.000000 Penalty: 5401.659180
	Iteration 30Q: 3 clusters Score -6740946 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -6740980.500000 Penalty: 5401.659180
	Iteration 31Q: 3 clusters Score -6740980 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -6741030.500000 Penalty: 5401.659180
	Iteration 32Q: 3 clusters Score -6741030 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 51201 members 
Entering Unmasked Estep 
Score: -6741043.000000 Penalty: 5401.659180
	Iteration 33Q: 3 clusters Score -6741043 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 51252 members 
Entering Unmasked Estep 
Score: -6741069.500000 Penalty: 5401.659180
	Iteration 34Q: 3 clusters Score -6741070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -6741076.000000 Penalty: 5401.659180
	Iteration 35Q: 3 clusters Score -6741076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -6741070.500000 Penalty: 5401.659180
	Iteration 36Q: 3 clusters Score -6741070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 51371 members 
Entering Unmasked Estep 
Score: -6741071.000000 Penalty: 5401.659180
	Iteration 37Q: 3 clusters Score -6741071 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -6741096.500000 Penalty: 5401.659180
	Iteration 38Q: 3 clusters Score -6741096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -6741105.000000 Penalty: 5401.659180
	Iteration 39Q: 3 clusters Score -6741105 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -6741106.500000 Penalty: 5401.659180
	Iteration 40F: 3 clusters Score -6741106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -6741118.500000 Penalty: 5401.659180
	Iteration 41Q: 3 clusters Score -6741118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
Score: -6741132.000000 Penalty: 5401.659180
	Iteration 42Q: 3 clusters Score -6741132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -6741140.500000 Penalty: 5401.659180
	Iteration 43Q: 3 clusters Score -6741140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -6741144.000000 Penalty: 5401.659180
	Iteration 44Q: 3 clusters Score -6741144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -6741145.000000 Penalty: 5401.659180
	Iteration 45Q: 3 clusters Score -6741145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -6741151.500000 Penalty: 5401.659180
	Iteration 46Q: 3 clusters Score -6741152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 51670 members 
Entering Unmasked Estep 
Score: -6741157.000000 Penalty: 5401.659180
	Iteration 47Q: 3 clusters Score -6741157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -6741159.000000 Penalty: 5401.659180
	Iteration 48Q: 3 clusters Score -6741159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -6741161.000000 Penalty: 5401.659180
	Iteration 49Q: 3 clusters Score -6741161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -6741163.000000 Penalty: 5401.659180
	Iteration 50Q: 3 clusters Score -6741163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 51710 members 
Entering Unmasked Estep 
Score: -6741153.000000 Penalty: 5401.659180
	Iteration 51Q: 3 clusters Score -6741153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -6741160.500000 Penalty: 5401.659180
	Iteration 52Q: 3 clusters Score -6741160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 51732 members 
Entering Unmasked Estep 
Score: -6741158.000000 Penalty: 5401.659180
	Iteration 53Q: 3 clusters Score -6741158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 51742 members 
Entering Unmasked Estep 
Score: -6741161.500000 Penalty: 5401.659180
	Iteration 54Q: 3 clusters Score -6741162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -6741171.000000 Penalty: 5401.659180
	Iteration 55Q: 3 clusters Score -6741171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -6741164.500000 Penalty: 5401.659180
	Iteration 56Q: 3 clusters Score -6741164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -6741165.000000 Penalty: 5401.659180
	Iteration 57Q: 3 clusters Score -6741165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -6741158.500000 Penalty: 5401.659180
	Iteration 58Q: 3 clusters Score -6741158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -6741165.000000 Penalty: 5401.659180
	Iteration 59Q: 3 clusters Score -6741165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 51791 members 
Entering Unmasked Estep 
Score: -6741162.500000 Penalty: 5401.659180
	Iteration 60F: 3 clusters Score -6741162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -6741170.500000 Penalty: 5401.659180
	Iteration 61Q: 3 clusters Score -6741170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -6741164.500000 Penalty: 5401.659180
	Iteration 62Q: 3 clusters Score -6741164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -6741166.500000 Penalty: 5401.659180
	Iteration 63Q: 3 clusters Score -6741166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -6741164.500000 Penalty: 5401.659180
	Iteration 64Q: 3 clusters Score -6741164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -6741164.500000 Penalty: 5401.659180
	Iteration 65F: 3 clusters Score -6741164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -119823.750000 Penalty: 1724.986938
	Iteration 0F: 2 clusters Score -119823.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -117816.328125 Penalty: 3449.973877
	Iteration 0F: 3 clusters Score -117816.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -118113.195312 Penalty: 3449.973877
	Iteration 1F: 3 clusters Score -118113.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -118233.726562 Penalty: 3449.973877
	Iteration 2F: 3 clusters Score -118233.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -118281.539062 Penalty: 3449.973877
	Iteration 3Q: 3 clusters Score -118281.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -118305.078125 Penalty: 3449.973877
	Iteration 4Q: 3 clusters Score -118305.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -118311.492188 Penalty: 3449.973877
	Iteration 5Q: 3 clusters Score -118311.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -118316.734375 Penalty: 3449.973877
	Iteration 6Q: 3 clusters Score -118316.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -118320.953125 Penalty: 3449.973877
	Iteration 7Q: 3 clusters Score -118321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -118323.062500 Penalty: 3449.973877
	Iteration 8Q: 3 clusters Score -118323.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -118335.289062 Penalty: 3449.973877
	Iteration 9Q: 3 clusters Score -118335.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -118340.640625 Penalty: 3449.973877
	Iteration 10Q: 3 clusters Score -118340.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -118352.132812 Penalty: 3449.973877
	Iteration 11Q: 3 clusters Score -118352.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -118360.929688 Penalty: 3449.973877
	Iteration 12Q: 3 clusters Score -118360.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -118366.828125 Penalty: 3449.973877
	Iteration 13Q: 3 clusters Score -118366.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -118373.554688 Penalty: 3449.973877
	Iteration 14Q: 3 clusters Score -118373.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -118379.343750 Penalty: 3449.973877
	Iteration 15Q: 3 clusters Score -118379.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -118381.500000 Penalty: 3449.973877
	Iteration 16Q: 3 clusters Score -118381.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -118385.000000 Penalty: 3449.973877
	Iteration 17Q: 3 clusters Score -118385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -118386.851562 Penalty: 3449.973877
	Iteration 18Q: 3 clusters Score -118386.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -118388.312500 Penalty: 3449.973877
	Iteration 19Q: 3 clusters Score -118388.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -118390.140625 Penalty: 3449.973877
	Iteration 20F: 3 clusters Score -118390.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -118391.476562 Penalty: 3449.973877
	Iteration 21Q: 3 clusters Score -118391.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -118393.328125 Penalty: 3449.973877
	Iteration 22Q: 3 clusters Score -118393.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -118394.312500 Penalty: 3449.973877
	Iteration 23Q: 3 clusters Score -118394.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -118397.757812 Penalty: 3449.973877
	Iteration 24Q: 3 clusters Score -118397.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -118404.250000 Penalty: 3449.973877
	Iteration 25Q: 3 clusters Score -118404.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -118409.695312 Penalty: 3449.973877
	Iteration 26Q: 3 clusters Score -118409.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -118420.554688 Penalty: 3449.973877
	Iteration 27Q: 3 clusters Score -118420.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -118429.039062 Penalty: 3449.973877
	Iteration 28Q: 3 clusters Score -118429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -118433.609375 Penalty: 3449.973877
	Iteration 29Q: 3 clusters Score -118433.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -118437.851562 Penalty: 3449.973877
	Iteration 30Q: 3 clusters Score -118437.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -118440.585938 Penalty: 3449.973877
	Iteration 31Q: 3 clusters Score -118440.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -118445.554688 Penalty: 3449.973877
	Iteration 32Q: 3 clusters Score -118445.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -118449.554688 Penalty: 3449.973877
	Iteration 33Q: 3 clusters Score -118449.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -118456.460938 Penalty: 3449.973877
	Iteration 34Q: 3 clusters Score -118456.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -118465.500000 Penalty: 3449.973877
	Iteration 35Q: 3 clusters Score -118465.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -118470.789062 Penalty: 3449.973877
	Iteration 36Q: 3 clusters Score -118470.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -118472.539062 Penalty: 3449.973877
	Iteration 37Q: 3 clusters Score -118472.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -118476.601562 Penalty: 3449.973877
	Iteration 38Q: 3 clusters Score -118476.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -118482.156250 Penalty: 3449.973877
	Iteration 39Q: 3 clusters Score -118482.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -118503.187500 Penalty: 3449.973877
	Iteration 40F: 3 clusters Score -118503.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -118547.773438 Penalty: 3449.973877
	Iteration 41Q: 3 clusters Score -118547.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -118610.843750 Penalty: 3449.973877
	Iteration 42Q: 3 clusters Score -118610.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -118650.046875 Penalty: 3449.973877
	Iteration 43Q: 3 clusters Score -118650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -118690.164062 Penalty: 3449.973877
	Iteration 44Q: 3 clusters Score -118690.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -118741.757812 Penalty: 3449.973877
	Iteration 45Q: 3 clusters Score -118741.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -118776.421875 Penalty: 3449.973877
	Iteration 46Q: 3 clusters Score -118776.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -118808.820312 Penalty: 3449.973877
	Iteration 47Q: 3 clusters Score -118808.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -118830.703125 Penalty: 3449.973877
	Iteration 48Q: 3 clusters Score -118830.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -118857.429688 Penalty: 3449.973877
	Iteration 49Q: 3 clusters Score -118857.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -118873.343750 Penalty: 3449.973877
	Iteration 50Q: 3 clusters Score -118873.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -118883.664062 Penalty: 3449.973877
	Iteration 51Q: 3 clusters Score -118883.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -118911.093750 Penalty: 3449.973877
	Iteration 52Q: 3 clusters Score -118911.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -118952.234375 Penalty: 3449.973877
	Iteration 53Q: 3 clusters Score -118952.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -118992.968750 Penalty: 3449.973877
	Iteration 54Q: 3 clusters Score -118993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -119071.835938 Penalty: 3449.973877
	Iteration 55Q: 3 clusters Score -119071.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -119128.953125 Penalty: 3449.973877
	Iteration 56Q: 3 clusters Score -119129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -119187.421875 Penalty: 3449.973877
	Iteration 57Q: 3 clusters Score -119187.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -119201.804688 Penalty: 3449.973877
	Iteration 58Q: 3 clusters Score -119201.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -119210.742188 Penalty: 3449.973877
	Iteration 59Q: 3 clusters Score -119210.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -119236.953125 Penalty: 3449.973877
	Iteration 60F: 3 clusters Score -119237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -119258.664062 Penalty: 3449.973877
	Iteration 61Q: 3 clusters Score -119258.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -119267.281250 Penalty: 3449.973877
	Iteration 62Q: 3 clusters Score -119267.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -119275.453125 Penalty: 3449.973877
	Iteration 63Q: 3 clusters Score -119275.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -119291.718750 Penalty: 3449.973877
	Iteration 64Q: 3 clusters Score -119291.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -119302.226562 Penalty: 3449.973877
	Iteration 65Q: 3 clusters Score -119302.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -119310.679688 Penalty: 3449.973877
	Iteration 66Q: 3 clusters Score -119310.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -119317.718750 Penalty: 3449.973877
	Iteration 67Q: 3 clusters Score -119317.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -119325.710938 Penalty: 3449.973877
	Iteration 68Q: 3 clusters Score -119325.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -119330.437500 Penalty: 3449.973877
	Iteration 69Q: 3 clusters Score -119330.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -119331.898438 Penalty: 3449.973877
	Iteration 70Q: 3 clusters Score -119331.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -119331.898438 Penalty: 3449.973877
	Iteration 71F: 3 clusters Score -119331.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Entering Unmasked Estep 
Score: -2166517.250000 Penalty: 2424.390625
	Iteration 0F: 2 clusters Score -2166517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2153874.750000 Penalty: 4848.781250
	Iteration 0F: 3 clusters Score -2153875 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2158076.250000 Penalty: 4848.781250
	Iteration 1F: 3 clusters Score -2158076 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2158477.750000 Penalty: 4848.781250
	Iteration 2F: 3 clusters Score -2158478 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2158768.500000 Penalty: 4848.781250
	Iteration 3Q: 3 clusters Score -2158768 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2158988.750000 Penalty: 4848.781250
	Iteration 4Q: 3 clusters Score -2158989 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2159195.500000 Penalty: 4848.781250
	Iteration 5Q: 3 clusters Score -2159196 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2159384.500000 Penalty: 4848.781250
	Iteration 6Q: 3 clusters Score -2159384 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2159577.250000 Penalty: 4848.781250
	Iteration 7Q: 3 clusters Score -2159577 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2159786.500000 Penalty: 4848.781250
	Iteration 8Q: 3 clusters Score -2159786 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2159975.000000 Penalty: 4848.781250
	Iteration 9Q: 3 clusters Score -2159975 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2160175.000000 Penalty: 4848.781250
	Iteration 10Q: 3 clusters Score -2160175 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2160397.000000 Penalty: 4848.781250
	Iteration 11Q: 3 clusters Score -2160397 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2160638.250000 Penalty: 4848.781250
	Iteration 12Q: 3 clusters Score -2160638 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2160880.500000 Penalty: 4848.781250
	Iteration 13Q: 3 clusters Score -2160880 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2161139.500000 Penalty: 4848.781250
	Iteration 14Q: 3 clusters Score -2161140 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2161427.750000 Penalty: 4848.781250
	Iteration 15Q: 3 clusters Score -2161428 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2161662.750000 Penalty: 4848.781250
	Iteration 16Q: 3 clusters Score -2161663 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2161898.750000 Penalty: 4848.781250
	Iteration 17Q: 3 clusters Score -2161899 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2162084.000000 Penalty: 4848.781250
	Iteration 18Q: 3 clusters Score -2162084 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2162238.250000 Penalty: 4848.781250
	Iteration 19Q: 3 clusters Score -2162238 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2162349.250000 Penalty: 4848.781250
	Iteration 20F: 3 clusters Score -2162349 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2162420.500000 Penalty: 4848.781250
	Iteration 21Q: 3 clusters Score -2162420 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2162480.250000 Penalty: 4848.781250
	Iteration 22Q: 3 clusters Score -2162480 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2162543.500000 Penalty: 4848.781250
	Iteration 23Q: 3 clusters Score -2162544 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2162586.500000 Penalty: 4848.781250
	Iteration 24Q: 3 clusters Score -2162586 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2162629.750000 Penalty: 4848.781250
	Iteration 25Q: 3 clusters Score -2162630 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2162686.000000 Penalty: 4848.781250
	Iteration 26Q: 3 clusters Score -2162686 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2162746.500000 Penalty: 4848.781250
	Iteration 27Q: 3 clusters Score -2162746 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2162806.750000 Penalty: 4848.781250
	Iteration 28Q: 3 clusters Score -2162807 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2162859.750000 Penalty: 4848.781250
	Iteration 29Q: 3 clusters Score -2162860 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2162921.500000 Penalty: 4848.781250
	Iteration 30Q: 3 clusters Score -2162922 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2163004.250000 Penalty: 4848.781250
	Iteration 31Q: 3 clusters Score -2163004 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2163088.250000 Penalty: 4848.781250
	Iteration 32Q: 3 clusters Score -2163088 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2163180.250000 Penalty: 4848.781250
	Iteration 33Q: 3 clusters Score -2163180 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2163289.000000 Penalty: 4848.781250
	Iteration 34Q: 3 clusters Score -2163289 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2163388.000000 Penalty: 4848.781250
	Iteration 35Q: 3 clusters Score -2163388 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2163506.000000 Penalty: 4848.781250
	Iteration 36Q: 3 clusters Score -2163506 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2163586.750000 Penalty: 4848.781250
	Iteration 37Q: 3 clusters Score -2163587 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2163686.750000 Penalty: 4848.781250
	Iteration 38Q: 3 clusters Score -2163687 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2163761.750000 Penalty: 4848.781250
	Iteration 39Q: 3 clusters Score -2163762 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2163832.750000 Penalty: 4848.781250
	Iteration 40F: 3 clusters Score -2163833 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2163874.500000 Penalty: 4848.781250
	Iteration 41Q: 3 clusters Score -2163874 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2163912.000000 Penalty: 4848.781250
	Iteration 42Q: 3 clusters Score -2163912 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2163957.250000 Penalty: 4848.781250
	Iteration 43Q: 3 clusters Score -2163957 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2163992.750000 Penalty: 4848.781250
	Iteration 44Q: 3 clusters Score -2163993 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2164024.750000 Penalty: 4848.781250
	Iteration 45Q: 3 clusters Score -2164025 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2164069.750000 Penalty: 4848.781250
	Iteration 46Q: 3 clusters Score -2164070 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2164089.000000 Penalty: 4848.781250
	Iteration 47Q: 3 clusters Score -2164089 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2164111.750000 Penalty: 4848.781250
	Iteration 48Q: 3 clusters Score -2164112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2164136.250000 Penalty: 4848.781250
	Iteration 49Q: 3 clusters Score -2164136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2164153.500000 Penalty: 4848.781250
	Iteration 50Q: 3 clusters Score -2164154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2164158.250000 Penalty: 4848.781250
	Iteration 51Q: 3 clusters Score -2164158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2164167.000000 Penalty: 4848.781250
	Iteration 52Q: 3 clusters Score -2164167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2164179.250000 Penalty: 4848.781250
	Iteration 53Q: 3 clusters Score -2164179 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2164191.500000 Penalty: 4848.781250
	Iteration 54Q: 3 clusters Score -2164192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2164196.000000 Penalty: 4848.781250
	Iteration 55Q: 3 clusters Score -2164196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2164198.250000 Penalty: 4848.781250
	Iteration 56Q: 3 clusters Score -2164198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2164205.750000 Penalty: 4848.781250
	Iteration 57Q: 3 clusters Score -2164206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2164211.500000 Penalty: 4848.781250
	Iteration 58Q: 3 clusters Score -2164212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2164215.000000 Penalty: 4848.781250
	Iteration 59Q: 3 clusters Score -2164215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2164218.500000 Penalty: 4848.781250
	Iteration 60F: 3 clusters Score -2164218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2164219.000000 Penalty: 4848.781250
	Iteration 61Q: 3 clusters Score -2164219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2164222.250000 Penalty: 4848.781250
	Iteration 62Q: 3 clusters Score -2164222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2164221.750000 Penalty: 4848.781250
	Iteration 63Q: 3 clusters Score -2164222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2164227.500000 Penalty: 4848.781250
	Iteration 64Q: 3 clusters Score -2164228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2164225.500000 Penalty: 4848.781250
	Iteration 65Q: 3 clusters Score -2164226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2164227.500000 Penalty: 4848.781250
	Iteration 66Q: 3 clusters Score -2164228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2164227.500000 Penalty: 4848.781250
	Iteration 67F: 3 clusters Score -2164228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Entering Unmasked Estep 
Score: -1168046.500000 Penalty: 2279.962646
	Iteration 0F: 2 clusters Score -1168046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1160409.875000 Penalty: 4559.925293
	Iteration 0F: 3 clusters Score -1160410 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1162619.500000 Penalty: 4559.925293
	Iteration 1F: 3 clusters Score -1162620 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1162926.250000 Penalty: 4559.925293
	Iteration 2F: 3 clusters Score -1162926 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1163164.625000 Penalty: 4559.925293
	Iteration 3F: 3 clusters Score -1163165 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1163351.000000 Penalty: 4559.925293
	Iteration 4Q: 3 clusters Score -1163351 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1163520.000000 Penalty: 4559.925293
	Iteration 5Q: 3 clusters Score -1163520 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1163697.625000 Penalty: 4559.925293
	Iteration 6Q: 3 clusters Score -1163698 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1163892.250000 Penalty: 4559.925293
	Iteration 7Q: 3 clusters Score -1163892 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1164116.375000 Penalty: 4559.925293
	Iteration 8Q: 3 clusters Score -1164116 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1164367.375000 Penalty: 4559.925293
	Iteration 9Q: 3 clusters Score -1164367 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1164630.875000 Penalty: 4559.925293
	Iteration 10Q: 3 clusters Score -1164631 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1164885.875000 Penalty: 4559.925293
	Iteration 11Q: 3 clusters Score -1164886 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1165150.750000 Penalty: 4559.925293
	Iteration 12Q: 3 clusters Score -1165151 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1165368.750000 Penalty: 4559.925293
	Iteration 13Q: 3 clusters Score -1165369 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1165546.125000 Penalty: 4559.925293
	Iteration 14Q: 3 clusters Score -1165546 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1165695.875000 Penalty: 4559.925293
	Iteration 15Q: 3 clusters Score -1165696 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1165809.250000 Penalty: 4559.925293
	Iteration 16Q: 3 clusters Score -1165809 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1165908.625000 Penalty: 4559.925293
	Iteration 17Q: 3 clusters Score -1165909 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1165990.625000 Penalty: 4559.925293
	Iteration 18Q: 3 clusters Score -1165991 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1166080.375000 Penalty: 4559.925293
	Iteration 19Q: 3 clusters Score -1166080 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1166166.125000 Penalty: 4559.925293
	Iteration 20F: 3 clusters Score -1166166 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1166261.000000 Penalty: 4559.925293
	Iteration 21Q: 3 clusters Score -1166261 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1166339.000000 Penalty: 4559.925293
	Iteration 22Q: 3 clusters Score -1166339 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1166408.625000 Penalty: 4559.925293
	Iteration 23Q: 3 clusters Score -1166409 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1166450.500000 Penalty: 4559.925293
	Iteration 24Q: 3 clusters Score -1166450 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1166473.125000 Penalty: 4559.925293
	Iteration 25Q: 3 clusters Score -1166473 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1166490.625000 Penalty: 4559.925293
	Iteration 26Q: 3 clusters Score -1166491 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1166503.500000 Penalty: 4559.925293
	Iteration 27Q: 3 clusters Score -1166504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1166519.250000 Penalty: 4559.925293
	Iteration 28Q: 3 clusters Score -1166519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1166532.375000 Penalty: 4559.925293
	Iteration 29Q: 3 clusters Score -1166532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1166541.000000 Penalty: 4559.925293
	Iteration 30Q: 3 clusters Score -1166541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1166546.750000 Penalty: 4559.925293
	Iteration 31Q: 3 clusters Score -1166547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1166554.375000 Penalty: 4559.925293
	Iteration 32Q: 3 clusters Score -1166554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1166554.125000 Penalty: 4559.925293
	Iteration 33Q: 3 clusters Score -1166554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1166554.625000 Penalty: 4559.925293
	Iteration 34Q: 3 clusters Score -1166555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1166556.375000 Penalty: 4559.925293
	Iteration 35Q: 3 clusters Score -1166556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1166557.250000 Penalty: 4559.925293
	Iteration 36Q: 3 clusters Score -1166557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1166556.250000 Penalty: 4559.925293
	Iteration 37Q: 3 clusters Score -1166556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1166556.250000 Penalty: 4559.925293
	Iteration 38F: 3 clusters Score -1166556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Entering Unmasked Estep 
Score: -2711808.000000 Penalty: 2472.635498
	Iteration 0F: 2 clusters Score -2711808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2697050.750000 Penalty: 4945.270996
	Iteration 0F: 3 clusters Score -2697051 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2701993.250000 Penalty: 4945.270996
	Iteration 1F: 3 clusters Score -2701993 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2702367.000000 Penalty: 4945.270996
	Iteration 2F: 3 clusters Score -2702367 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2702607.000000 Penalty: 4945.270996
	Iteration 3Q: 3 clusters Score -2702607 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2702829.000000 Penalty: 4945.270996
	Iteration 4Q: 3 clusters Score -2702829 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2702998.750000 Penalty: 4945.270996
	Iteration 5Q: 3 clusters Score -2702999 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2703144.250000 Penalty: 4945.270996
	Iteration 6Q: 3 clusters Score -2703144 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2703287.000000 Penalty: 4945.270996
	Iteration 7Q: 3 clusters Score -2703287 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2703414.750000 Penalty: 4945.270996
	Iteration 8Q: 3 clusters Score -2703415 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2703554.750000 Penalty: 4945.270996
	Iteration 9Q: 3 clusters Score -2703555 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2703725.000000 Penalty: 4945.270996
	Iteration 10Q: 3 clusters Score -2703725 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2703924.500000 Penalty: 4945.270996
	Iteration 11Q: 3 clusters Score -2703924 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2704218.750000 Penalty: 4945.270996
	Iteration 12Q: 3 clusters Score -2704219 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2704535.750000 Penalty: 4945.270996
	Iteration 13Q: 3 clusters Score -2704536 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2704988.250000 Penalty: 4945.270996
	Iteration 14Q: 3 clusters Score -2704988 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2705506.750000 Penalty: 4945.270996
	Iteration 15Q: 3 clusters Score -2705507 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2706086.750000 Penalty: 4945.270996
	Iteration 16Q: 3 clusters Score -2706087 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2706564.250000 Penalty: 4945.270996
	Iteration 17Q: 3 clusters Score -2706564 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2706868.000000 Penalty: 4945.270996
	Iteration 18Q: 3 clusters Score -2706868 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2707035.500000 Penalty: 4945.270996
	Iteration 19Q: 3 clusters Score -2707036 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2707192.250000 Penalty: 4945.270996
	Iteration 20F: 3 clusters Score -2707192 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2707314.500000 Penalty: 4945.270996
	Iteration 21Q: 3 clusters Score -2707314 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2707445.000000 Penalty: 4945.270996
	Iteration 22Q: 3 clusters Score -2707445 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2707560.000000 Penalty: 4945.270996
	Iteration 23Q: 3 clusters Score -2707560 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2707664.250000 Penalty: 4945.270996
	Iteration 24Q: 3 clusters Score -2707664 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2707777.750000 Penalty: 4945.270996
	Iteration 25Q: 3 clusters Score -2707778 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2707885.500000 Penalty: 4945.270996
	Iteration 26Q: 3 clusters Score -2707886 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2708004.000000 Penalty: 4945.270996
	Iteration 27Q: 3 clusters Score -2708004 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2708133.000000 Penalty: 4945.270996
	Iteration 28Q: 3 clusters Score -2708133 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2708239.750000 Penalty: 4945.270996
	Iteration 29Q: 3 clusters Score -2708240 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2708335.500000 Penalty: 4945.270996
	Iteration 30Q: 3 clusters Score -2708336 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2708440.000000 Penalty: 4945.270996
	Iteration 31Q: 3 clusters Score -2708440 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2708532.000000 Penalty: 4945.270996
	Iteration 32Q: 3 clusters Score -2708532 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2708626.250000 Penalty: 4945.270996
	Iteration 33Q: 3 clusters Score -2708626 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2708701.250000 Penalty: 4945.270996
	Iteration 34Q: 3 clusters Score -2708701 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2708770.000000 Penalty: 4945.270996
	Iteration 35Q: 3 clusters Score -2708770 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2708834.750000 Penalty: 4945.270996
	Iteration 36Q: 3 clusters Score -2708835 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2708894.250000 Penalty: 4945.270996
	Iteration 37Q: 3 clusters Score -2708894 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2708929.500000 Penalty: 4945.270996
	Iteration 38Q: 3 clusters Score -2708930 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2708978.000000 Penalty: 4945.270996
	Iteration 39Q: 3 clusters Score -2708978 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2709035.500000 Penalty: 4945.270996
	Iteration 40F: 3 clusters Score -2709036 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2709090.250000 Penalty: 4945.270996
	Iteration 41Q: 3 clusters Score -2709090 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2709156.250000 Penalty: 4945.270996
	Iteration 42Q: 3 clusters Score -2709156 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2709205.250000 Penalty: 4945.270996
	Iteration 43Q: 3 clusters Score -2709205 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2709267.750000 Penalty: 4945.270996
	Iteration 44Q: 3 clusters Score -2709268 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2709315.500000 Penalty: 4945.270996
	Iteration 45Q: 3 clusters Score -2709316 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2709379.750000 Penalty: 4945.270996
	Iteration 46Q: 3 clusters Score -2709380 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2709427.750000 Penalty: 4945.270996
	Iteration 47Q: 3 clusters Score -2709428 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2709471.000000 Penalty: 4945.270996
	Iteration 48Q: 3 clusters Score -2709471 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2709519.000000 Penalty: 4945.270996
	Iteration 49Q: 3 clusters Score -2709519 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2709546.750000 Penalty: 4945.270996
	Iteration 50Q: 3 clusters Score -2709547 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -2709572.000000 Penalty: 4945.270996
	Iteration 51Q: 3 clusters Score -2709572 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2709603.250000 Penalty: 4945.270996
	Iteration 52Q: 3 clusters Score -2709603 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -2709617.750000 Penalty: 4945.270996
	Iteration 53Q: 3 clusters Score -2709618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2709630.500000 Penalty: 4945.270996
	Iteration 54Q: 3 clusters Score -2709630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2709634.250000 Penalty: 4945.270996
	Iteration 55Q: 3 clusters Score -2709634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2709637.750000 Penalty: 4945.270996
	Iteration 56Q: 3 clusters Score -2709638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2709645.500000 Penalty: 4945.270996
	Iteration 57Q: 3 clusters Score -2709646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2709657.000000 Penalty: 4945.270996
	Iteration 58Q: 3 clusters Score -2709657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2709666.000000 Penalty: 4945.270996
	Iteration 59Q: 3 clusters Score -2709666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -2709669.500000 Penalty: 4945.270996
	Iteration 60F: 3 clusters Score -2709670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2709669.500000 Penalty: 4945.270996
	Iteration 61Q: 3 clusters Score -2709670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2709677.000000 Penalty: 4945.270996
	Iteration 62Q: 3 clusters Score -2709677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2709682.500000 Penalty: 4945.270996
	Iteration 63Q: 3 clusters Score -2709682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -2709684.250000 Penalty: 4945.270996
	Iteration 64Q: 3 clusters Score -2709684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2709684.500000 Penalty: 4945.270996
	Iteration 65Q: 3 clusters Score -2709684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2709686.000000 Penalty: 4945.270996
	Iteration 66Q: 3 clusters Score -2709686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2709687.750000 Penalty: 4945.270996
	Iteration 67Q: 3 clusters Score -2709688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -2709690.500000 Penalty: 4945.270996
	Iteration 68Q: 3 clusters Score -2709690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2709690.000000 Penalty: 4945.270996
	Iteration 69Q: 3 clusters Score -2709690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2709701.500000 Penalty: 4945.270996
	Iteration 70Q: 3 clusters Score -2709702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2709710.000000 Penalty: 4945.270996
	Iteration 71Q: 3 clusters Score -2709710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2709713.500000 Penalty: 4945.270996
	Iteration 72Q: 3 clusters Score -2709714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2709711.000000 Penalty: 4945.270996
	Iteration 73Q: 3 clusters Score -2709711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2709713.500000 Penalty: 4945.270996
	Iteration 74Q: 3 clusters Score -2709714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -2709720.750000 Penalty: 4945.270996
	Iteration 75Q: 3 clusters Score -2709721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -2709726.000000 Penalty: 4945.270996
	Iteration 76Q: 3 clusters Score -2709726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2709731.000000 Penalty: 4945.270996
	Iteration 77Q: 3 clusters Score -2709731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2709735.500000 Penalty: 4945.270996
	Iteration 78Q: 3 clusters Score -2709736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2709736.250000 Penalty: 4945.270996
	Iteration 79Q: 3 clusters Score -2709736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2709739.000000 Penalty: 4945.270996
	Iteration 80F: 3 clusters Score -2709739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2709739.750000 Penalty: 4945.270996
	Iteration 81Q: 3 clusters Score -2709740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2709737.750000 Penalty: 4945.270996
	Iteration 82Q: 3 clusters Score -2709738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2709739.250000 Penalty: 4945.270996
	Iteration 83Q: 3 clusters Score -2709739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2709740.250000 Penalty: 4945.270996
	Iteration 84Q: 3 clusters Score -2709740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -2709742.000000 Penalty: 4945.270996
	Iteration 85Q: 3 clusters Score -2709742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2709740.750000 Penalty: 4945.270996
	Iteration 86Q: 3 clusters Score -2709741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2709741.750000 Penalty: 4945.270996
	Iteration 87Q: 3 clusters Score -2709742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -2709740.500000 Penalty: 4945.270996
	Iteration 88Q: 3 clusters Score -2709740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2709744.750000 Penalty: 4945.270996
	Iteration 89Q: 3 clusters Score -2709745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2709748.500000 Penalty: 4945.270996
	Iteration 90Q: 3 clusters Score -2709748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2709749.500000 Penalty: 4945.270996
	Iteration 91Q: 3 clusters Score -2709750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2709751.250000 Penalty: 4945.270996
	Iteration 92Q: 3 clusters Score -2709751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2709750.500000 Penalty: 4945.270996
	Iteration 93Q: 3 clusters Score -2709750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2709750.500000 Penalty: 4945.270996
	Iteration 94F: 3 clusters Score -2709750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (180758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180758 members 
Entering Unmasked Estep 
Score: -22666814.000000 Penalty: 3002.018799
	Iteration 0F: 2 clusters Score -2.266681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89802 members 
Mstep: Class 2 contains 90956 members 
Entering Unmasked Estep 
Score: -22548918.000000 Penalty: 6004.037598
	Iteration 0F: 3 clusters Score -2.254892e+07 nChanged 86497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81887 members 
Mstep: Class 2 contains 98871 members 
Entering Unmasked Estep 
Score: -22600510.000000 Penalty: 6004.037598
	Iteration 1F: 3 clusters Score -2.260051e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76962 members 
Mstep: Class 2 contains 103796 members 
Entering Unmasked Estep 
Score: -22602760.000000 Penalty: 6004.037598
	Iteration 2Q: 3 clusters Score -2.260276e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69596 members 
Mstep: Class 2 contains 111162 members 
Entering Unmasked Estep 
Score: -22606566.000000 Penalty: 6004.037598
	Iteration 3Q: 3 clusters Score -2.260657e+07 nChanged 11107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59015 members 
Mstep: Class 2 contains 121743 members 
Entering Unmasked Estep 
Score: -22613254.000000 Penalty: 6004.037598
	Iteration 4F: 3 clusters Score -2.261325e+07 nChanged 13974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 135531 members 
Entering Unmasked Estep 
Score: -22624286.000000 Penalty: 6004.037598
	Iteration 5F: 3 clusters Score -2.262429e+07 nChanged 15783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 151252 members 
Entering Unmasked Estep 
Score: -22639070.000000 Penalty: 6004.037598
	Iteration 6F: 3 clusters Score -2.263907e+07 nChanged 13592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 164840 members 
Entering Unmasked Estep 
Score: -22651888.000000 Penalty: 6004.037598
	Iteration 7F: 3 clusters Score -2.265189e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 173325 members 
Entering Unmasked Estep 
Score: -22658922.000000 Penalty: 6004.037598
	Iteration 8Q: 3 clusters Score -2.265892e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 177164 members 
Entering Unmasked Estep 
Score: -22661968.000000 Penalty: 6004.037598
	Iteration 9Q: 3 clusters Score -2.266197e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 178739 members 
Entering Unmasked Estep 
Score: -22663198.000000 Penalty: 6004.037598
	Iteration 10Q: 3 clusters Score -2.26632e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 179410 members 
Entering Unmasked Estep 
Score: -22663738.000000 Penalty: 6004.037598
	Iteration 11Q: 3 clusters Score -2.266374e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 179703 members 
Entering Unmasked Estep 
Score: -22664072.000000 Penalty: 6004.037598
	Iteration 12Q: 3 clusters Score -2.266407e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 179842 members 
Entering Unmasked Estep 
Score: -22664228.000000 Penalty: 6004.037598
	Iteration 13Q: 3 clusters Score -2.266423e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 179928 members 
Entering Unmasked Estep 
Score: -22664340.000000 Penalty: 6004.037598
	Iteration 14Q: 3 clusters Score -2.266434e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 179971 members 
Entering Unmasked Estep 
Score: -22664394.000000 Penalty: 6004.037598
	Iteration 15Q: 3 clusters Score -2.266439e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 180005 members 
Entering Unmasked Estep 
Score: -22664446.000000 Penalty: 6004.037598
	Iteration 16Q: 3 clusters Score -2.266445e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 180024 members 
Entering Unmasked Estep 
Score: -22664474.000000 Penalty: 6004.037598
	Iteration 17Q: 3 clusters Score -2.266447e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 180034 members 
Entering Unmasked Estep 
Score: -22664488.000000 Penalty: 6004.037598
	Iteration 18Q: 3 clusters Score -2.266449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 180042 members 
Entering Unmasked Estep 
Score: -22664496.000000 Penalty: 6004.037598
	Iteration 19Q: 3 clusters Score -2.26645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 180051 members 
Entering Unmasked Estep 
Score: -22664492.000000 Penalty: 6004.037598
	Iteration 20F: 3 clusters Score -2.266449e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 180059 members 
Entering Unmasked Estep 
Score: -22664504.000000 Penalty: 6004.037598
	Iteration 21Q: 3 clusters Score -2.26645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 180062 members 
Entering Unmasked Estep 
Score: -22664518.000000 Penalty: 6004.037598
	Iteration 22Q: 3 clusters Score -2.266452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 180066 members 
Entering Unmasked Estep 
Score: -22664516.000000 Penalty: 6004.037598
	Iteration 23Q: 3 clusters Score -2.266452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 180074 members 
Entering Unmasked Estep 
Score: -22664522.000000 Penalty: 6004.037598
	Iteration 24Q: 3 clusters Score -2.266452e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 180086 members 
Entering Unmasked Estep 
Score: -22664536.000000 Penalty: 6004.037598
	Iteration 25Q: 3 clusters Score -2.266454e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 180091 members 
Entering Unmasked Estep 
Score: -22664514.000000 Penalty: 6004.037598
	Iteration 26Q: 3 clusters Score -2.266451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 180095 members 
Entering Unmasked Estep 
Score: -22664530.000000 Penalty: 6004.037598
	Iteration 27Q: 3 clusters Score -2.266453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 180090 members 
Entering Unmasked Estep 
Score: -22664530.000000 Penalty: 6004.037598
	Iteration 28Q: 3 clusters Score -2.266453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 180092 members 
Entering Unmasked Estep 
Score: -22664528.000000 Penalty: 6004.037598
	Iteration 29Q: 3 clusters Score -2.266453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 180094 members 
Entering Unmasked Estep 
Score: -22664548.000000 Penalty: 6004.037598
	Iteration 30Q: 3 clusters Score -2.266455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 180094 members 
Entering Unmasked Estep 
Score: -22664548.000000 Penalty: 6004.037598
	Iteration 31F: 3 clusters Score -2.266455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Entering Unmasked Estep 
Score: -1855573.000000 Penalty: 2381.290283
	Iteration 0F: 2 clusters Score -1855573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1844841.375000 Penalty: 4762.580566
	Iteration 0F: 3 clusters Score -1844841 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1848279.000000 Penalty: 4762.580566
	Iteration 1F: 3 clusters Score -1848279 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1848764.375000 Penalty: 4762.580566
	Iteration 2F: 3 clusters Score -1848764 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1849166.375000 Penalty: 4762.580566
	Iteration 3F: 3 clusters Score -1849166 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1849448.375000 Penalty: 4762.580566
	Iteration 4Q: 3 clusters Score -1849448 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1849706.875000 Penalty: 4762.580566
	Iteration 5Q: 3 clusters Score -1849707 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1849971.375000 Penalty: 4762.580566
	Iteration 6Q: 3 clusters Score -1849971 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1850214.625000 Penalty: 4762.580566
	Iteration 7Q: 3 clusters Score -1850215 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1850412.250000 Penalty: 4762.580566
	Iteration 8Q: 3 clusters Score -1850412 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1850581.875000 Penalty: 4762.580566
	Iteration 9Q: 3 clusters Score -1850582 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1850809.375000 Penalty: 4762.580566
	Iteration 10Q: 3 clusters Score -1850809 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1851010.250000 Penalty: 4762.580566
	Iteration 11Q: 3 clusters Score -1851010 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1851191.000000 Penalty: 4762.580566
	Iteration 12Q: 3 clusters Score -1851191 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1851360.250000 Penalty: 4762.580566
	Iteration 13Q: 3 clusters Score -1851360 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1851536.000000 Penalty: 4762.580566
	Iteration 14Q: 3 clusters Score -1851536 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1851702.500000 Penalty: 4762.580566
	Iteration 15Q: 3 clusters Score -1851702 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1851855.625000 Penalty: 4762.580566
	Iteration 16Q: 3 clusters Score -1851856 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1851996.625000 Penalty: 4762.580566
	Iteration 17Q: 3 clusters Score -1851997 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1852095.875000 Penalty: 4762.580566
	Iteration 18Q: 3 clusters Score -1852096 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1852177.375000 Penalty: 4762.580566
	Iteration 19Q: 3 clusters Score -1852177 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1852273.125000 Penalty: 4762.580566
	Iteration 20F: 3 clusters Score -1852273 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1852358.375000 Penalty: 4762.580566
	Iteration 21Q: 3 clusters Score -1852358 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1852444.750000 Penalty: 4762.580566
	Iteration 22Q: 3 clusters Score -1852445 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1852540.500000 Penalty: 4762.580566
	Iteration 23Q: 3 clusters Score -1852540 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1852612.750000 Penalty: 4762.580566
	Iteration 24Q: 3 clusters Score -1852613 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1852681.000000 Penalty: 4762.580566
	Iteration 25Q: 3 clusters Score -1852681 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1852750.625000 Penalty: 4762.580566
	Iteration 26Q: 3 clusters Score -1852751 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1852818.625000 Penalty: 4762.580566
	Iteration 27Q: 3 clusters Score -1852819 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1852884.625000 Penalty: 4762.580566
	Iteration 28Q: 3 clusters Score -1852885 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1852941.750000 Penalty: 4762.580566
	Iteration 29Q: 3 clusters Score -1852942 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1853014.625000 Penalty: 4762.580566
	Iteration 30Q: 3 clusters Score -1853015 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1853094.000000 Penalty: 4762.580566
	Iteration 31Q: 3 clusters Score -1853094 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1853149.875000 Penalty: 4762.580566
	Iteration 32Q: 3 clusters Score -1853150 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1853209.250000 Penalty: 4762.580566
	Iteration 33Q: 3 clusters Score -1853209 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1853269.125000 Penalty: 4762.580566
	Iteration 34Q: 3 clusters Score -1853269 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1853313.500000 Penalty: 4762.580566
	Iteration 35Q: 3 clusters Score -1853314 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1853340.375000 Penalty: 4762.580566
	Iteration 36Q: 3 clusters Score -1853340 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1853363.250000 Penalty: 4762.580566
	Iteration 37Q: 3 clusters Score -1853363 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1853385.875000 Penalty: 4762.580566
	Iteration 38Q: 3 clusters Score -1853386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1853407.500000 Penalty: 4762.580566
	Iteration 39Q: 3 clusters Score -1853408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1853417.625000 Penalty: 4762.580566
	Iteration 40F: 3 clusters Score -1853418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1853431.000000 Penalty: 4762.580566
	Iteration 41Q: 3 clusters Score -1853431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1853446.125000 Penalty: 4762.580566
	Iteration 42Q: 3 clusters Score -1853446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1853462.000000 Penalty: 4762.580566
	Iteration 43Q: 3 clusters Score -1853462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1853471.375000 Penalty: 4762.580566
	Iteration 44Q: 3 clusters Score -1853471 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1853487.375000 Penalty: 4762.580566
	Iteration 45Q: 3 clusters Score -1853487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1853489.500000 Penalty: 4762.580566
	Iteration 46Q: 3 clusters Score -1853490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1853500.625000 Penalty: 4762.580566
	Iteration 47Q: 3 clusters Score -1853501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1853508.625000 Penalty: 4762.580566
	Iteration 48Q: 3 clusters Score -1853509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1853511.875000 Penalty: 4762.580566
	Iteration 49Q: 3 clusters Score -1853512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1853520.375000 Penalty: 4762.580566
	Iteration 50Q: 3 clusters Score -1853520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1853525.625000 Penalty: 4762.580566
	Iteration 51Q: 3 clusters Score -1853526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1853530.750000 Penalty: 4762.580566
	Iteration 52Q: 3 clusters Score -1853531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1853537.125000 Penalty: 4762.580566
	Iteration 53Q: 3 clusters Score -1853537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1853539.000000 Penalty: 4762.580566
	Iteration 54Q: 3 clusters Score -1853539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1853542.375000 Penalty: 4762.580566
	Iteration 55Q: 3 clusters Score -1853542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1853545.875000 Penalty: 4762.580566
	Iteration 56Q: 3 clusters Score -1853546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1853555.125000 Penalty: 4762.580566
	Iteration 57Q: 3 clusters Score -1853555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1853559.625000 Penalty: 4762.580566
	Iteration 58Q: 3 clusters Score -1853560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1853569.750000 Penalty: 4762.580566
	Iteration 59Q: 3 clusters Score -1853570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1853576.500000 Penalty: 4762.580566
	Iteration 60F: 3 clusters Score -1853576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1853582.625000 Penalty: 4762.580566
	Iteration 61Q: 3 clusters Score -1853583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1853583.500000 Penalty: 4762.580566
	Iteration 62Q: 3 clusters Score -1853584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1853586.125000 Penalty: 4762.580566
	Iteration 63Q: 3 clusters Score -1853586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1853589.125000 Penalty: 4762.580566
	Iteration 64Q: 3 clusters Score -1853589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1853591.250000 Penalty: 4762.580566
	Iteration 65Q: 3 clusters Score -1853591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1853596.125000 Penalty: 4762.580566
	Iteration 66Q: 3 clusters Score -1853596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1853598.750000 Penalty: 4762.580566
	Iteration 67Q: 3 clusters Score -1853599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1853603.375000 Penalty: 4762.580566
	Iteration 68Q: 3 clusters Score -1853603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1853606.500000 Penalty: 4762.580566
	Iteration 69Q: 3 clusters Score -1853606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1853610.125000 Penalty: 4762.580566
	Iteration 70Q: 3 clusters Score -1853610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1853611.125000 Penalty: 4762.580566
	Iteration 71Q: 3 clusters Score -1853611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1853612.000000 Penalty: 4762.580566
	Iteration 72Q: 3 clusters Score -1853612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1853611.500000 Penalty: 4762.580566
	Iteration 73Q: 3 clusters Score -1853612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1853611.250000 Penalty: 4762.580566
	Iteration 74Q: 3 clusters Score -1853611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1853611.250000 Penalty: 4762.580566
	Iteration 75F: 3 clusters Score -1853611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -79994.648438 Penalty: 1654.664185
	Iteration 0F: 2 clusters Score -79994.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -78367.210938 Penalty: 3309.328369
	Iteration 0F: 3 clusters Score -78367.21 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -78808.132812 Penalty: 3309.328369
	Iteration 1F: 3 clusters Score -78808.13 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -79147.015625 Penalty: 3309.328369
	Iteration 2F: 3 clusters Score -79147.02 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79630.031250 Penalty: 3309.328369
	Iteration 3F: 3 clusters Score -79630.03 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -80068.820312 Penalty: 3309.328369
	Iteration 4F: 3 clusters Score -80068.82 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -80456.070312 Penalty: 3309.328369
	Iteration 5F: 3 clusters Score -80456.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -80536.296875 Penalty: 3309.328369
	Iteration 6Q: 3 clusters Score -80536.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -80601.765625 Penalty: 3309.328369
	Iteration 7Q: 3 clusters Score -80601.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -80608.078125 Penalty: 3309.328369
	Iteration 8Q: 3 clusters Score -80608.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -80608.078125 Penalty: 3309.328369
	Iteration 9F: 3 clusters Score -80608.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17602 members 
Mstep: Class 4 contains 9832 members 
Mstep: Class 5 contains 21382 members 
Mstep: Class 6 contains 180758 members 
Mstep: Class 7 contains 14794 members 
Mstep: Class 8 contains 459 members 
Mstep: Class 9 contains 43174 members 
Mstep: Class 10 contains 9664 members 
Mstep: Class 11 contains 19404 members 
Mstep: Class 12 contains 84497 members 
Mstep: Class 13 contains 9183 members 
Mstep: Class 14 contains 44751 members 
Mstep: Class 15 contains 3699 members 
Mstep: Class 16 contains 236405 members 
Mstep: Class 17 contains 232082 members 
Mstep: Class 18 contains 16278 members 
Mstep: Class 19 contains 10152 members 
Mstep: Class 20 contains 217967 members 
Mstep: Class 21 contains 2796 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 10755 members 
Mstep: Class 26 contains 20193 members 
Mstep: Class 27 contains 4022 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 331 members 
Entering Unmasked Estep 
Score: -154599120.000000 Penalty: 101103.531250
Splitting cluster 8 changes total score from -154600272.000000 to -154599120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (43174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Entering Unmasked Estep 
Score: -5227203.500000 Penalty: 2646.902344
	Iteration 0F: 2 clusters Score -5227204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -5197996.000000 Penalty: 5293.804688
	Iteration 0F: 3 clusters Score -5197996 nChanged 19845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -5209137.500000 Penalty: 5293.804688
	Iteration 1F: 3 clusters Score -5209138 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -5209853.500000 Penalty: 5293.804688
	Iteration 2Q: 3 clusters Score -5209854 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -5210661.000000 Penalty: 5293.804688
	Iteration 3Q: 3 clusters Score -5210661 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -5211609.000000 Penalty: 5293.804688
	Iteration 4Q: 3 clusters Score -5211609 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -5212789.000000 Penalty: 5293.804688
	Iteration 5Q: 3 clusters Score -5212789 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -5214113.000000 Penalty: 5293.804688
	Iteration 6F: 3 clusters Score -5214113 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -5215661.000000 Penalty: 5293.804688
	Iteration 7F: 3 clusters Score -5215661 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -5217448.500000 Penalty: 5293.804688
	Iteration 8F: 3 clusters Score -5217448 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -5219377.500000 Penalty: 5293.804688
	Iteration 9F: 3 clusters Score -5219378 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -5221319.000000 Penalty: 5293.804688
	Iteration 10F: 3 clusters Score -5221319 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -5222879.500000 Penalty: 5293.804688
	Iteration 11F: 3 clusters Score -5222880 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -5223726.500000 Penalty: 5293.804688
	Iteration 12Q: 3 clusters Score -5223726 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -5224176.000000 Penalty: 5293.804688
	Iteration 13Q: 3 clusters Score -5224176 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -5224386.500000 Penalty: 5293.804688
	Iteration 14Q: 3 clusters Score -5224386 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -5224491.000000 Penalty: 5293.804688
	Iteration 15Q: 3 clusters Score -5224491 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -5224592.000000 Penalty: 5293.804688
	Iteration 16Q: 3 clusters Score -5224592 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -5224653.500000 Penalty: 5293.804688
	Iteration 17Q: 3 clusters Score -5224654 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -5224687.500000 Penalty: 5293.804688
	Iteration 18Q: 3 clusters Score -5224688 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -5224692.000000 Penalty: 5293.804688
	Iteration 19Q: 3 clusters Score -5224692 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -5224742.000000 Penalty: 5293.804688
	Iteration 20F: 3 clusters Score -5224742 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -5224772.500000 Penalty: 5293.804688
	Iteration 21Q: 3 clusters Score -5224772 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -5224776.500000 Penalty: 5293.804688
	Iteration 22Q: 3 clusters Score -5224776 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -5224807.000000 Penalty: 5293.804688
	Iteration 23Q: 3 clusters Score -5224807 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -5224810.000000 Penalty: 5293.804688
	Iteration 24Q: 3 clusters Score -5224810 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -5224815.000000 Penalty: 5293.804688
	Iteration 25Q: 3 clusters Score -5224815 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -5224812.500000 Penalty: 5293.804688
	Iteration 26Q: 3 clusters Score -5224812 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -5224820.500000 Penalty: 5293.804688
	Iteration 27Q: 3 clusters Score -5224820 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -5224829.000000 Penalty: 5293.804688
	Iteration 28Q: 3 clusters Score -5224829 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -5224822.000000 Penalty: 5293.804688
	Iteration 29Q: 3 clusters Score -5224822 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -5224850.000000 Penalty: 5293.804688
	Iteration 30Q: 3 clusters Score -5224850 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -5224853.000000 Penalty: 5293.804688
	Iteration 31Q: 3 clusters Score -5224853 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -5224868.500000 Penalty: 5293.804688
	Iteration 32Q: 3 clusters Score -5224868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -5224883.500000 Penalty: 5293.804688
	Iteration 33Q: 3 clusters Score -5224884 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -5224872.000000 Penalty: 5293.804688
	Iteration 34Q: 3 clusters Score -5224872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -5224865.500000 Penalty: 5293.804688
	Iteration 35Q: 3 clusters Score -5224866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -5224877.500000 Penalty: 5293.804688
	Iteration 36Q: 3 clusters Score -5224878 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -5224875.000000 Penalty: 5293.804688
	Iteration 37Q: 3 clusters Score -5224875 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -5224885.500000 Penalty: 5293.804688
	Iteration 38Q: 3 clusters Score -5224886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -5224898.500000 Penalty: 5293.804688
	Iteration 39Q: 3 clusters Score -5224898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -5224901.000000 Penalty: 5293.804688
	Iteration 40F: 3 clusters Score -5224901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -5224889.000000 Penalty: 5293.804688
	Iteration 41Q: 3 clusters Score -5224889 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -5224896.500000 Penalty: 5293.804688
	Iteration 42Q: 3 clusters Score -5224896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -5224891.500000 Penalty: 5293.804688
	Iteration 43Q: 3 clusters Score -5224892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -5224885.000000 Penalty: 5293.804688
	Iteration 44Q: 3 clusters Score -5224885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -5224883.500000 Penalty: 5293.804688
	Iteration 45Q: 3 clusters Score -5224884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -5224894.000000 Penalty: 5293.804688
	Iteration 46Q: 3 clusters Score -5224894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -5224884.500000 Penalty: 5293.804688
	Iteration 47Q: 3 clusters Score -5224884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -5224883.000000 Penalty: 5293.804688
	Iteration 48Q: 3 clusters Score -5224883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -5224889.000000 Penalty: 5293.804688
	Iteration 49Q: 3 clusters Score -5224889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -5224883.500000 Penalty: 5293.804688
	Iteration 50Q: 3 clusters Score -5224884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -5224877.500000 Penalty: 5293.804688
	Iteration 51Q: 3 clusters Score -5224878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -5224882.500000 Penalty: 5293.804688
	Iteration 52Q: 3 clusters Score -5224882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -5224886.000000 Penalty: 5293.804688
	Iteration 53Q: 3 clusters Score -5224886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -5224884.500000 Penalty: 5293.804688
	Iteration 54Q: 3 clusters Score -5224884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -5224891.500000 Penalty: 5293.804688
	Iteration 55Q: 3 clusters Score -5224892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -5224881.500000 Penalty: 5293.804688
	Iteration 56Q: 3 clusters Score -5224882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -5224883.500000 Penalty: 5293.804688
	Iteration 57Q: 3 clusters Score -5224884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -5224879.500000 Penalty: 5293.804688
	Iteration 58Q: 3 clusters Score -5224880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -5224885.500000 Penalty: 5293.804688
	Iteration 59Q: 3 clusters Score -5224886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -5224878.000000 Penalty: 5293.804688
	Iteration 60F: 3 clusters Score -5224878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -5224881.500000 Penalty: 5293.804688
	Iteration 61Q: 3 clusters Score -5224882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -5224888.500000 Penalty: 5293.804688
	Iteration 62Q: 3 clusters Score -5224888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -5224889.500000 Penalty: 5293.804688
	Iteration 63Q: 3 clusters Score -5224890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -5224890.000000 Penalty: 5293.804688
	Iteration 64Q: 3 clusters Score -5224890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -5224892.500000 Penalty: 5293.804688
	Iteration 65Q: 3 clusters Score -5224892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -5224892.000000 Penalty: 5293.804688
	Iteration 66Q: 3 clusters Score -5224892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -5224894.000000 Penalty: 5293.804688
	Iteration 67Q: 3 clusters Score -5224894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -5224893.000000 Penalty: 5293.804688
	Iteration 68Q: 3 clusters Score -5224893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -5224893.000000 Penalty: 5293.804688
	Iteration 69Q: 3 clusters Score -5224893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -5224893.000000 Penalty: 5293.804688
	Iteration 70Q: 3 clusters Score -5224893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -5224895.000000 Penalty: 5293.804688
	Iteration 71Q: 3 clusters Score -5224895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -5224898.000000 Penalty: 5293.804688
	Iteration 72Q: 3 clusters Score -5224898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -5224898.000000 Penalty: 5293.804688
	Iteration 73F: 3 clusters Score -5224898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Entering Unmasked Estep 
Score: -1141462.250000 Penalty: 2275.688477
	Iteration 0F: 2 clusters Score -1141462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1133999.875000 Penalty: 4551.376953
	Iteration 0F: 3 clusters Score -1134000 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1136270.000000 Penalty: 4551.376953
	Iteration 1F: 3 clusters Score -1136270 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1136937.625000 Penalty: 4551.376953
	Iteration 2F: 3 clusters Score -1136938 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1137649.750000 Penalty: 4551.376953
	Iteration 3F: 3 clusters Score -1137650 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1138428.125000 Penalty: 4551.376953
	Iteration 4F: 3 clusters Score -1138428 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1139090.125000 Penalty: 4551.376953
	Iteration 5F: 3 clusters Score -1139090 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1139591.250000 Penalty: 4551.376953
	Iteration 6F: 3 clusters Score -1139591 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1139918.125000 Penalty: 4551.376953
	Iteration 7Q: 3 clusters Score -1139918 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1140157.000000 Penalty: 4551.376953
	Iteration 8Q: 3 clusters Score -1140157 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1140286.125000 Penalty: 4551.376953
	Iteration 9Q: 3 clusters Score -1140286 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1140363.375000 Penalty: 4551.376953
	Iteration 10Q: 3 clusters Score -1140363 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1140410.000000 Penalty: 4551.376953
	Iteration 11Q: 3 clusters Score -1140410 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1140436.125000 Penalty: 4551.376953
	Iteration 12Q: 3 clusters Score -1140436 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1140462.250000 Penalty: 4551.376953
	Iteration 13Q: 3 clusters Score -1140462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1140481.500000 Penalty: 4551.376953
	Iteration 14Q: 3 clusters Score -1140482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1140504.000000 Penalty: 4551.376953
	Iteration 15Q: 3 clusters Score -1140504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1140528.125000 Penalty: 4551.376953
	Iteration 16Q: 3 clusters Score -1140528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1140556.250000 Penalty: 4551.376953
	Iteration 17Q: 3 clusters Score -1140556 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1140577.375000 Penalty: 4551.376953
	Iteration 18Q: 3 clusters Score -1140577 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1140597.500000 Penalty: 4551.376953
	Iteration 19Q: 3 clusters Score -1140598 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1140611.875000 Penalty: 4551.376953
	Iteration 20F: 3 clusters Score -1140612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1140622.500000 Penalty: 4551.376953
	Iteration 21Q: 3 clusters Score -1140622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1140628.250000 Penalty: 4551.376953
	Iteration 22Q: 3 clusters Score -1140628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1140631.250000 Penalty: 4551.376953
	Iteration 23Q: 3 clusters Score -1140631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1140635.375000 Penalty: 4551.376953
	Iteration 24Q: 3 clusters Score -1140635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1140635.500000 Penalty: 4551.376953
	Iteration 25Q: 3 clusters Score -1140636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1140636.625000 Penalty: 4551.376953
	Iteration 26Q: 3 clusters Score -1140637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1140640.125000 Penalty: 4551.376953
	Iteration 27Q: 3 clusters Score -1140640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1140644.000000 Penalty: 4551.376953
	Iteration 28Q: 3 clusters Score -1140644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1140644.375000 Penalty: 4551.376953
	Iteration 29Q: 3 clusters Score -1140644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1140645.250000 Penalty: 4551.376953
	Iteration 30Q: 3 clusters Score -1140645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1140647.500000 Penalty: 4551.376953
	Iteration 31Q: 3 clusters Score -1140648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1140649.000000 Penalty: 4551.376953
	Iteration 32Q: 3 clusters Score -1140649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1140647.250000 Penalty: 4551.376953
	Iteration 33Q: 3 clusters Score -1140647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1140648.375000 Penalty: 4551.376953
	Iteration 34Q: 3 clusters Score -1140648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1140648.375000 Penalty: 4551.376953
	Iteration 35F: 3 clusters Score -1140648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Entering Unmasked Estep 
Score: -2179970.500000 Penalty: 2448.562256
	Iteration 0F: 2 clusters Score -2179970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2166255.250000 Penalty: 4897.124512
	Iteration 0F: 3 clusters Score -2166255 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2170824.750000 Penalty: 4897.124512
	Iteration 1F: 3 clusters Score -2170825 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2171237.250000 Penalty: 4897.124512
	Iteration 2F: 3 clusters Score -2171237 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2171606.250000 Penalty: 4897.124512
	Iteration 3Q: 3 clusters Score -2171606 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2172018.250000 Penalty: 4897.124512
	Iteration 4Q: 3 clusters Score -2172018 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2172474.250000 Penalty: 4897.124512
	Iteration 5Q: 3 clusters Score -2172474 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2173099.250000 Penalty: 4897.124512
	Iteration 6F: 3 clusters Score -2173099 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2173850.750000 Penalty: 4897.124512
	Iteration 7F: 3 clusters Score -2173851 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2174731.500000 Penalty: 4897.124512
	Iteration 8F: 3 clusters Score -2174732 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2175640.000000 Penalty: 4897.124512
	Iteration 9F: 3 clusters Score -2175640 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2176382.000000 Penalty: 4897.124512
	Iteration 10Q: 3 clusters Score -2176382 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2176908.750000 Penalty: 4897.124512
	Iteration 11Q: 3 clusters Score -2176909 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2177296.500000 Penalty: 4897.124512
	Iteration 12Q: 3 clusters Score -2177296 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2177588.750000 Penalty: 4897.124512
	Iteration 13Q: 3 clusters Score -2177589 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2177804.500000 Penalty: 4897.124512
	Iteration 14Q: 3 clusters Score -2177804 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2177924.250000 Penalty: 4897.124512
	Iteration 15Q: 3 clusters Score -2177924 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2177998.500000 Penalty: 4897.124512
	Iteration 16Q: 3 clusters Score -2177998 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2178034.500000 Penalty: 4897.124512
	Iteration 17Q: 3 clusters Score -2178034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2178055.500000 Penalty: 4897.124512
	Iteration 18Q: 3 clusters Score -2178056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2178056.000000 Penalty: 4897.124512
	Iteration 19Q: 3 clusters Score -2178056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2178076.000000 Penalty: 4897.124512
	Iteration 20F: 3 clusters Score -2178076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2178087.750000 Penalty: 4897.124512
	Iteration 21Q: 3 clusters Score -2178088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2178093.750000 Penalty: 4897.124512
	Iteration 22Q: 3 clusters Score -2178094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2178103.250000 Penalty: 4897.124512
	Iteration 23Q: 3 clusters Score -2178103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2178108.500000 Penalty: 4897.124512
	Iteration 24Q: 3 clusters Score -2178108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2178115.000000 Penalty: 4897.124512
	Iteration 25Q: 3 clusters Score -2178115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2178122.500000 Penalty: 4897.124512
	Iteration 26Q: 3 clusters Score -2178122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2178131.250000 Penalty: 4897.124512
	Iteration 27Q: 3 clusters Score -2178131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2178137.500000 Penalty: 4897.124512
	Iteration 28Q: 3 clusters Score -2178138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2178140.750000 Penalty: 4897.124512
	Iteration 29Q: 3 clusters Score -2178141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2178145.750000 Penalty: 4897.124512
	Iteration 30Q: 3 clusters Score -2178146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2178151.500000 Penalty: 4897.124512
	Iteration 31Q: 3 clusters Score -2178152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2178154.500000 Penalty: 4897.124512
	Iteration 32Q: 3 clusters Score -2178154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2178155.500000 Penalty: 4897.124512
	Iteration 33Q: 3 clusters Score -2178156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2178157.500000 Penalty: 4897.124512
	Iteration 34Q: 3 clusters Score -2178158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2178161.500000 Penalty: 4897.124512
	Iteration 35Q: 3 clusters Score -2178162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2178164.000000 Penalty: 4897.124512
	Iteration 36Q: 3 clusters Score -2178164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2178169.250000 Penalty: 4897.124512
	Iteration 37Q: 3 clusters Score -2178169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2178172.000000 Penalty: 4897.124512
	Iteration 38Q: 3 clusters Score -2178172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2178172.250000 Penalty: 4897.124512
	Iteration 39Q: 3 clusters Score -2178172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2178175.250000 Penalty: 4897.124512
	Iteration 40F: 3 clusters Score -2178175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2178174.000000 Penalty: 4897.124512
	Iteration 41Q: 3 clusters Score -2178174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2178174.500000 Penalty: 4897.124512
	Iteration 42Q: 3 clusters Score -2178174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2178175.250000 Penalty: 4897.124512
	Iteration 43Q: 3 clusters Score -2178175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2178175.250000 Penalty: 4897.124512
	Iteration 44F: 3 clusters Score -2178175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (84497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84497 members 
Entering Unmasked Estep 
Score: -10232900.000000 Penalty: 2813.428711
	Iteration 0F: 2 clusters Score -1.02329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -10176549.000000 Penalty: 5626.857422
	Iteration 0F: 3 clusters Score -1.017655e+07 nChanged 39627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -10198418.000000 Penalty: 5626.857422
	Iteration 1F: 3 clusters Score -1.019842e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -10199008.000000 Penalty: 5626.857422
	Iteration 2Q: 3 clusters Score -1.019901e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -10199514.000000 Penalty: 5626.857422
	Iteration 3Q: 3 clusters Score -1.019951e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -10200116.000000 Penalty: 5626.857422
	Iteration 4Q: 3 clusters Score -1.020012e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -10200991.000000 Penalty: 5626.857422
	Iteration 5Q: 3 clusters Score -1.020099e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -10202294.000000 Penalty: 5626.857422
	Iteration 6Q: 3 clusters Score -1.020229e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -10204636.000000 Penalty: 5626.857422
	Iteration 7F: 3 clusters Score -1.020464e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 61026 members 
Entering Unmasked Estep 
Score: -10208730.000000 Penalty: 5626.857422
	Iteration 8F: 3 clusters Score -1.020873e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 68125 members 
Entering Unmasked Estep 
Score: -10214718.000000 Penalty: 5626.857422
	Iteration 9F: 3 clusters Score -1.021472e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 75145 members 
Entering Unmasked Estep 
Score: -10221590.000000 Penalty: 5626.857422
	Iteration 10F: 3 clusters Score -1.022159e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 80207 members 
Entering Unmasked Estep 
Score: -10226709.000000 Penalty: 5626.857422
	Iteration 11F: 3 clusters Score -1.022671e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 82709 members 
Entering Unmasked Estep 
Score: -10229128.000000 Penalty: 5626.857422
	Iteration 12Q: 3 clusters Score -1.022913e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 83655 members 
Entering Unmasked Estep 
Score: -10230052.000000 Penalty: 5626.857422
	Iteration 13Q: 3 clusters Score -1.023005e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 83965 members 
Entering Unmasked Estep 
Score: -10230342.000000 Penalty: 5626.857422
	Iteration 14Q: 3 clusters Score -1.023034e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 84057 members 
Entering Unmasked Estep 
Score: -10230472.000000 Penalty: 5626.857422
	Iteration 15Q: 3 clusters Score -1.023047e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 84102 members 
Entering Unmasked Estep 
Score: -10230516.000000 Penalty: 5626.857422
	Iteration 16Q: 3 clusters Score -1.023052e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 84123 members 
Entering Unmasked Estep 
Score: -10230545.000000 Penalty: 5626.857422
	Iteration 17Q: 3 clusters Score -1.023054e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 84136 members 
Entering Unmasked Estep 
Score: -10230557.000000 Penalty: 5626.857422
	Iteration 18Q: 3 clusters Score -1.023056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 84142 members 
Entering Unmasked Estep 
Score: -10230569.000000 Penalty: 5626.857422
	Iteration 19Q: 3 clusters Score -1.023057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 84143 members 
Entering Unmasked Estep 
Score: -10230564.000000 Penalty: 5626.857422
	Iteration 20F: 3 clusters Score -1.023056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 84141 members 
Entering Unmasked Estep 
Score: -10230574.000000 Penalty: 5626.857422
	Iteration 21Q: 3 clusters Score -1.023057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 84139 members 
Entering Unmasked Estep 
Score: -10230573.000000 Penalty: 5626.857422
	Iteration 22Q: 3 clusters Score -1.023057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 84145 members 
Entering Unmasked Estep 
Score: -10230578.000000 Penalty: 5626.857422
	Iteration 23Q: 3 clusters Score -1.023058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 84150 members 
Entering Unmasked Estep 
Score: -10230583.000000 Penalty: 5626.857422
	Iteration 24Q: 3 clusters Score -1.023058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 84152 members 
Entering Unmasked Estep 
Score: -10230579.000000 Penalty: 5626.857422
	Iteration 25Q: 3 clusters Score -1.023058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 84152 members 
Entering Unmasked Estep 
Score: -10230595.000000 Penalty: 5626.857422
	Iteration 26Q: 3 clusters Score -1.02306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 84155 members 
Entering Unmasked Estep 
Score: -10230587.000000 Penalty: 5626.857422
	Iteration 27Q: 3 clusters Score -1.023059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 84160 members 
Entering Unmasked Estep 
Score: -10230597.000000 Penalty: 5626.857422
	Iteration 28Q: 3 clusters Score -1.02306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 84163 members 
Entering Unmasked Estep 
Score: -10230626.000000 Penalty: 5626.857422
	Iteration 29Q: 3 clusters Score -1.023063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 84165 members 
Entering Unmasked Estep 
Score: -10230632.000000 Penalty: 5626.857422
	Iteration 30Q: 3 clusters Score -1.023063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 84165 members 
Entering Unmasked Estep 
Score: -10230631.000000 Penalty: 5626.857422
	Iteration 31Q: 3 clusters Score -1.023063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 84166 members 
Entering Unmasked Estep 
Score: -10230627.000000 Penalty: 5626.857422
	Iteration 32Q: 3 clusters Score -1.023063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 84166 members 
Entering Unmasked Estep 
Score: -10230627.000000 Penalty: 5626.857422
	Iteration 33F: 3 clusters Score -1.023063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Entering Unmasked Estep 
Score: -1017539.562500 Penalty: 2263.027100
	Iteration 0F: 2 clusters Score -1017540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1010385.312500 Penalty: 4526.054199
	Iteration 0F: 3 clusters Score -1010385 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1012504.625000 Penalty: 4526.054199
	Iteration 1F: 3 clusters Score -1012505 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1012849.625000 Penalty: 4526.054199
	Iteration 2F: 3 clusters Score -1012850 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1013125.125000 Penalty: 4526.054199
	Iteration 3F: 3 clusters Score -1013125 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1013418.687500 Penalty: 4526.054199
	Iteration 4F: 3 clusters Score -1013419 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1013668.937500 Penalty: 4526.054199
	Iteration 5Q: 3 clusters Score -1013669 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1013945.250000 Penalty: 4526.054199
	Iteration 6Q: 3 clusters Score -1013945 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1014188.687500 Penalty: 4526.054199
	Iteration 7Q: 3 clusters Score -1014189 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1014476.750000 Penalty: 4526.054199
	Iteration 8Q: 3 clusters Score -1014477 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1014751.687500 Penalty: 4526.054199
	Iteration 9Q: 3 clusters Score -1014752 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1014992.750000 Penalty: 4526.054199
	Iteration 10Q: 3 clusters Score -1014993 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1015178.250000 Penalty: 4526.054199
	Iteration 11Q: 3 clusters Score -1015178 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1015311.187500 Penalty: 4526.054199
	Iteration 12Q: 3 clusters Score -1015311 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1015408.437500 Penalty: 4526.054199
	Iteration 13Q: 3 clusters Score -1015408 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1015485.812500 Penalty: 4526.054199
	Iteration 14Q: 3 clusters Score -1015486 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1015578.250000 Penalty: 4526.054199
	Iteration 15Q: 3 clusters Score -1015578 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1015654.437500 Penalty: 4526.054199
	Iteration 16Q: 3 clusters Score -1015654 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1015700.937500 Penalty: 4526.054199
	Iteration 17Q: 3 clusters Score -1015701 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1015743.500000 Penalty: 4526.054199
	Iteration 18Q: 3 clusters Score -1015744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1015767.750000 Penalty: 4526.054199
	Iteration 19Q: 3 clusters Score -1015768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1015787.250000 Penalty: 4526.054199
	Iteration 20F: 3 clusters Score -1015787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1015803.312500 Penalty: 4526.054199
	Iteration 21Q: 3 clusters Score -1015803 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1015820.312500 Penalty: 4526.054199
	Iteration 22Q: 3 clusters Score -1015820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1015836.062500 Penalty: 4526.054199
	Iteration 23Q: 3 clusters Score -1015836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1015849.750000 Penalty: 4526.054199
	Iteration 24Q: 3 clusters Score -1015850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1015856.875000 Penalty: 4526.054199
	Iteration 25Q: 3 clusters Score -1015857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1015860.312500 Penalty: 4526.054199
	Iteration 26Q: 3 clusters Score -1015860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1015861.062500 Penalty: 4526.054199
	Iteration 27Q: 3 clusters Score -1015861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1015861.875000 Penalty: 4526.054199
	Iteration 28Q: 3 clusters Score -1015862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1015861.375000 Penalty: 4526.054199
	Iteration 29Q: 3 clusters Score -1015861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1015862.687500 Penalty: 4526.054199
	Iteration 30Q: 3 clusters Score -1015863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1015864.500000 Penalty: 4526.054199
	Iteration 31Q: 3 clusters Score -1015864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1015868.125000 Penalty: 4526.054199
	Iteration 32Q: 3 clusters Score -1015868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1015869.312500 Penalty: 4526.054199
	Iteration 33Q: 3 clusters Score -1015869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1015870.062500 Penalty: 4526.054199
	Iteration 34Q: 3 clusters Score -1015870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1015873.625000 Penalty: 4526.054199
	Iteration 35Q: 3 clusters Score -1015874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1015871.812500 Penalty: 4526.054199
	Iteration 36Q: 3 clusters Score -1015872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1015873.062500 Penalty: 4526.054199
	Iteration 37Q: 3 clusters Score -1015873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1015873.062500 Penalty: 4526.054199
	Iteration 38F: 3 clusters Score -1015873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Entering Unmasked Estep 
Score: -5622790.500000 Penalty: 2655.799561
	Iteration 0F: 2 clusters Score -5622790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -5592309.500000 Penalty: 5311.599121
	Iteration 0F: 3 clusters Score -5592310 nChanged 20598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -5603891.500000 Penalty: 5311.599121
	Iteration 1F: 3 clusters Score -5603892 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -5604633.500000 Penalty: 5311.599121
	Iteration 2Q: 3 clusters Score -5604634 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -5605515.000000 Penalty: 5311.599121
	Iteration 3Q: 3 clusters Score -5605515 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -5606747.500000 Penalty: 5311.599121
	Iteration 4F: 3 clusters Score -5606748 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -5608639.500000 Penalty: 5311.599121
	Iteration 5F: 3 clusters Score -5608640 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -5611411.000000 Penalty: 5311.599121
	Iteration 6F: 3 clusters Score -5611411 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -5614689.000000 Penalty: 5311.599121
	Iteration 7F: 3 clusters Score -5614689 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -5617360.500000 Penalty: 5311.599121
	Iteration 8F: 3 clusters Score -5617360 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -5618850.000000 Penalty: 5311.599121
	Iteration 9F: 3 clusters Score -5618850 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -5619668.500000 Penalty: 5311.599121
	Iteration 10Q: 3 clusters Score -5619668 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -5620182.500000 Penalty: 5311.599121
	Iteration 11Q: 3 clusters Score -5620182 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -5620558.500000 Penalty: 5311.599121
	Iteration 12Q: 3 clusters Score -5620558 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -5620931.500000 Penalty: 5311.599121
	Iteration 13Q: 3 clusters Score -5620932 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -5621199.000000 Penalty: 5311.599121
	Iteration 14Q: 3 clusters Score -5621199 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -5621441.500000 Penalty: 5311.599121
	Iteration 15Q: 3 clusters Score -5621442 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -5621654.500000 Penalty: 5311.599121
	Iteration 16Q: 3 clusters Score -5621654 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -5621817.000000 Penalty: 5311.599121
	Iteration 17Q: 3 clusters Score -5621817 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -5621899.000000 Penalty: 5311.599121
	Iteration 18Q: 3 clusters Score -5621899 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -5621925.500000 Penalty: 5311.599121
	Iteration 19Q: 3 clusters Score -5621926 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -5621940.000000 Penalty: 5311.599121
	Iteration 20F: 3 clusters Score -5621940 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -5621959.000000 Penalty: 5311.599121
	Iteration 21Q: 3 clusters Score -5621959 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -5621993.000000 Penalty: 5311.599121
	Iteration 22Q: 3 clusters Score -5621993 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -5622006.000000 Penalty: 5311.599121
	Iteration 23Q: 3 clusters Score -5622006 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -5622025.500000 Penalty: 5311.599121
	Iteration 24Q: 3 clusters Score -5622026 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -5622026.500000 Penalty: 5311.599121
	Iteration 25Q: 3 clusters Score -5622026 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -5622037.000000 Penalty: 5311.599121
	Iteration 26Q: 3 clusters Score -5622037 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -5622042.500000 Penalty: 5311.599121
	Iteration 27Q: 3 clusters Score -5622042 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -5622050.000000 Penalty: 5311.599121
	Iteration 28Q: 3 clusters Score -5622050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -5622054.000000 Penalty: 5311.599121
	Iteration 29Q: 3 clusters Score -5622054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -5622064.500000 Penalty: 5311.599121
	Iteration 30Q: 3 clusters Score -5622064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -5622068.000000 Penalty: 5311.599121
	Iteration 31Q: 3 clusters Score -5622068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -5622064.000000 Penalty: 5311.599121
	Iteration 32Q: 3 clusters Score -5622064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -5622058.000000 Penalty: 5311.599121
	Iteration 33Q: 3 clusters Score -5622058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -5622063.500000 Penalty: 5311.599121
	Iteration 34Q: 3 clusters Score -5622064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -5622069.000000 Penalty: 5311.599121
	Iteration 35Q: 3 clusters Score -5622069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -5622072.500000 Penalty: 5311.599121
	Iteration 36Q: 3 clusters Score -5622072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -5622075.000000 Penalty: 5311.599121
	Iteration 37Q: 3 clusters Score -5622075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -5622077.000000 Penalty: 5311.599121
	Iteration 38Q: 3 clusters Score -5622077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -5622074.000000 Penalty: 5311.599121
	Iteration 39Q: 3 clusters Score -5622074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -5622076.500000 Penalty: 5311.599121
	Iteration 40F: 3 clusters Score -5622076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -5622090.500000 Penalty: 5311.599121
	Iteration 41Q: 3 clusters Score -5622090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -5622072.000000 Penalty: 5311.599121
	Iteration 42Q: 3 clusters Score -5622072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -5622063.500000 Penalty: 5311.599121
	Iteration 43Q: 3 clusters Score -5622064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -5622063.500000 Penalty: 5311.599121
	Iteration 44Q: 3 clusters Score -5622064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -5622065.000000 Penalty: 5311.599121
	Iteration 45Q: 3 clusters Score -5622065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -5622068.000000 Penalty: 5311.599121
	Iteration 46Q: 3 clusters Score -5622068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -5622074.000000 Penalty: 5311.599121
	Iteration 47Q: 3 clusters Score -5622074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -5622075.000000 Penalty: 5311.599121
	Iteration 48Q: 3 clusters Score -5622075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -5622074.500000 Penalty: 5311.599121
	Iteration 49Q: 3 clusters Score -5622074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -5622072.000000 Penalty: 5311.599121
	Iteration 50Q: 3 clusters Score -5622072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -5622067.500000 Penalty: 5311.599121
	Iteration 51Q: 3 clusters Score -5622068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -5622070.000000 Penalty: 5311.599121
	Iteration 52Q: 3 clusters Score -5622070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -5622070.000000 Penalty: 5311.599121
	Iteration 53Q: 3 clusters Score -5622070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -5622070.000000 Penalty: 5311.599121
	Iteration 54F: 3 clusters Score -5622070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Entering Unmasked Estep 
Score: -362764.718750 Penalty: 2037.522705
	Iteration 0F: 2 clusters Score -362764.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -359110.250000 Penalty: 4075.045410
	Iteration 0F: 3 clusters Score -359110.2 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -359963.718750 Penalty: 4075.045410
	Iteration 1F: 3 clusters Score -359963.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -360245.843750 Penalty: 4075.045410
	Iteration 2F: 3 clusters Score -360245.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -360565.343750 Penalty: 4075.045410
	Iteration 3F: 3 clusters Score -360565.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -360937.875000 Penalty: 4075.045410
	Iteration 4F: 3 clusters Score -360937.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -361319.843750 Penalty: 4075.045410
	Iteration 5F: 3 clusters Score -361319.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -361644.250000 Penalty: 4075.045410
	Iteration 6F: 3 clusters Score -361644.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -361912.468750 Penalty: 4075.045410
	Iteration 7F: 3 clusters Score -361912.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -362110.718750 Penalty: 4075.045410
	Iteration 8F: 3 clusters Score -362110.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -362236.875000 Penalty: 4075.045410
	Iteration 9Q: 3 clusters Score -362236.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -362298.625000 Penalty: 4075.045410
	Iteration 10Q: 3 clusters Score -362298.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -362331.062500 Penalty: 4075.045410
	Iteration 11Q: 3 clusters Score -362331.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -362349.750000 Penalty: 4075.045410
	Iteration 12Q: 3 clusters Score -362349.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -362360.562500 Penalty: 4075.045410
	Iteration 13Q: 3 clusters Score -362360.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -362371.156250 Penalty: 4075.045410
	Iteration 14Q: 3 clusters Score -362371.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -362379.437500 Penalty: 4075.045410
	Iteration 15Q: 3 clusters Score -362379.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -362383.218750 Penalty: 4075.045410
	Iteration 16Q: 3 clusters Score -362383.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -362385.937500 Penalty: 4075.045410
	Iteration 17Q: 3 clusters Score -362385.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -362386.468750 Penalty: 4075.045410
	Iteration 18Q: 3 clusters Score -362386.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -362386.468750 Penalty: 4075.045410
	Iteration 19F: 3 clusters Score -362386.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (236405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236405 members 
Entering Unmasked Estep 
Score: -29314458.000000 Penalty: 3068.578857
	Iteration 0F: 2 clusters Score -2.931446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118184 members 
Mstep: Class 2 contains 118221 members 
Entering Unmasked Estep 
Score: -29159398.000000 Penalty: 6137.157715
	Iteration 0F: 3 clusters Score -2.91594e+07 nChanged 113677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116755 members 
Mstep: Class 2 contains 119650 members 
Entering Unmasked Estep 
Score: -29225972.000000 Penalty: 6137.157715
	Iteration 1F: 3 clusters Score -2.922597e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116215 members 
Mstep: Class 2 contains 120190 members 
Entering Unmasked Estep 
Score: -29227332.000000 Penalty: 6137.157715
	Iteration 2Q: 3 clusters Score -2.922733e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115390 members 
Mstep: Class 2 contains 121015 members 
Entering Unmasked Estep 
Score: -29228694.000000 Penalty: 6137.157715
	Iteration 3Q: 3 clusters Score -2.922869e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114167 members 
Mstep: Class 2 contains 122238 members 
Entering Unmasked Estep 
Score: -29230672.000000 Penalty: 6137.157715
	Iteration 4Q: 3 clusters Score -2.923067e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112392 members 
Mstep: Class 2 contains 124013 members 
Entering Unmasked Estep 
Score: -29233854.000000 Penalty: 6137.157715
	Iteration 5Q: 3 clusters Score -2.923385e+07 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110020 members 
Mstep: Class 2 contains 126385 members 
Entering Unmasked Estep 
Score: -29238554.000000 Penalty: 6137.157715
	Iteration 6Q: 3 clusters Score -2.923855e+07 nChanged 11979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106979 members 
Mstep: Class 2 contains 129426 members 
Entering Unmasked Estep 
Score: -29245468.000000 Penalty: 6137.157715
	Iteration 7F: 3 clusters Score -2.924547e+07 nChanged 14023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103682 members 
Mstep: Class 2 contains 132723 members 
Entering Unmasked Estep 
Score: -29254956.000000 Penalty: 6137.157715
	Iteration 8F: 3 clusters Score -2.925496e+07 nChanged 15338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100836 members 
Mstep: Class 2 contains 135569 members 
Entering Unmasked Estep 
Score: -29266334.000000 Penalty: 6137.157715
	Iteration 9F: 3 clusters Score -2.926633e+07 nChanged 15458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98818 members 
Mstep: Class 2 contains 137587 members 
Entering Unmasked Estep 
Score: -29276826.000000 Penalty: 6137.157715
	Iteration 10F: 3 clusters Score -2.927683e+07 nChanged 12880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97324 members 
Mstep: Class 2 contains 139081 members 
Entering Unmasked Estep 
Score: -29283260.000000 Penalty: 6137.157715
	Iteration 11F: 3 clusters Score -2.928326e+07 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95892 members 
Mstep: Class 2 contains 140513 members 
Entering Unmasked Estep 
Score: -29285858.000000 Penalty: 6137.157715
	Iteration 12Q: 3 clusters Score -2.928586e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94316 members 
Mstep: Class 2 contains 142089 members 
Entering Unmasked Estep 
Score: -29286930.000000 Penalty: 6137.157715
	Iteration 13Q: 3 clusters Score -2.928693e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92759 members 
Mstep: Class 2 contains 143646 members 
Entering Unmasked Estep 
Score: -29287810.000000 Penalty: 6137.157715
	Iteration 14Q: 3 clusters Score -2.928781e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91213 members 
Mstep: Class 2 contains 145192 members 
Entering Unmasked Estep 
Score: -29288622.000000 Penalty: 6137.157715
	Iteration 15Q: 3 clusters Score -2.928862e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89525 members 
Mstep: Class 2 contains 146880 members 
Entering Unmasked Estep 
Score: -29289340.000000 Penalty: 6137.157715
	Iteration 16Q: 3 clusters Score -2.928934e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87779 members 
Mstep: Class 2 contains 148626 members 
Entering Unmasked Estep 
Score: -29290154.000000 Penalty: 6137.157715
	Iteration 17Q: 3 clusters Score -2.929015e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86057 members 
Mstep: Class 2 contains 150348 members 
Entering Unmasked Estep 
Score: -29290894.000000 Penalty: 6137.157715
	Iteration 18Q: 3 clusters Score -2.929089e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84224 members 
Mstep: Class 2 contains 152181 members 
Entering Unmasked Estep 
Score: -29291356.000000 Penalty: 6137.157715
	Iteration 19Q: 3 clusters Score -2.929136e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82292 members 
Mstep: Class 2 contains 154113 members 
Entering Unmasked Estep 
Score: -29292146.000000 Penalty: 6137.157715
	Iteration 20F: 3 clusters Score -2.929215e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80399 members 
Mstep: Class 2 contains 156006 members 
Entering Unmasked Estep 
Score: -29292764.000000 Penalty: 6137.157715
	Iteration 21Q: 3 clusters Score -2.929276e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78367 members 
Mstep: Class 2 contains 158038 members 
Entering Unmasked Estep 
Score: -29293158.000000 Penalty: 6137.157715
	Iteration 22Q: 3 clusters Score -2.929316e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 160050 members 
Entering Unmasked Estep 
Score: -29293772.000000 Penalty: 6137.157715
	Iteration 23Q: 3 clusters Score -2.929377e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74349 members 
Mstep: Class 2 contains 162056 members 
Entering Unmasked Estep 
Score: -29294060.000000 Penalty: 6137.157715
	Iteration 24Q: 3 clusters Score -2.929406e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72462 members 
Mstep: Class 2 contains 163943 members 
Entering Unmasked Estep 
Score: -29294388.000000 Penalty: 6137.157715
	Iteration 25Q: 3 clusters Score -2.929439e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70527 members 
Mstep: Class 2 contains 165878 members 
Entering Unmasked Estep 
Score: -29294748.000000 Penalty: 6137.157715
	Iteration 26Q: 3 clusters Score -2.929475e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68538 members 
Mstep: Class 2 contains 167867 members 
Entering Unmasked Estep 
Score: -29295084.000000 Penalty: 6137.157715
	Iteration 27Q: 3 clusters Score -2.929508e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66562 members 
Mstep: Class 2 contains 169843 members 
Entering Unmasked Estep 
Score: -29295406.000000 Penalty: 6137.157715
	Iteration 28Q: 3 clusters Score -2.929541e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 171899 members 
Entering Unmasked Estep 
Score: -29295830.000000 Penalty: 6137.157715
	Iteration 29Q: 3 clusters Score -2.929583e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 173906 members 
Entering Unmasked Estep 
Score: -29296062.000000 Penalty: 6137.157715
	Iteration 30Q: 3 clusters Score -2.929606e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60529 members 
Mstep: Class 2 contains 175876 members 
Entering Unmasked Estep 
Score: -29296494.000000 Penalty: 6137.157715
	Iteration 31Q: 3 clusters Score -2.929649e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 177908 members 
Entering Unmasked Estep 
Score: -29296948.000000 Penalty: 6137.157715
	Iteration 32Q: 3 clusters Score -2.929695e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56386 members 
Mstep: Class 2 contains 180019 members 
Entering Unmasked Estep 
Score: -29297320.000000 Penalty: 6137.157715
	Iteration 33Q: 3 clusters Score -2.929732e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 182059 members 
Entering Unmasked Estep 
Score: -29297616.000000 Penalty: 6137.157715
	Iteration 34Q: 3 clusters Score -2.929762e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 184132 members 
Entering Unmasked Estep 
Score: -29298078.000000 Penalty: 6137.157715
	Iteration 35Q: 3 clusters Score -2.929808e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 186140 members 
Entering Unmasked Estep 
Score: -29298294.000000 Penalty: 6137.157715
	Iteration 36Q: 3 clusters Score -2.929829e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 188112 members 
Entering Unmasked Estep 
Score: -29298568.000000 Penalty: 6137.157715
	Iteration 37Q: 3 clusters Score -2.929857e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 190107 members 
Entering Unmasked Estep 
Score: -29298840.000000 Penalty: 6137.157715
	Iteration 38Q: 3 clusters Score -2.929884e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 192179 members 
Entering Unmasked Estep 
Score: -29299280.000000 Penalty: 6137.157715
	Iteration 39Q: 3 clusters Score -2.929928e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 194308 members 
Entering Unmasked Estep 
Score: -29299810.000000 Penalty: 6137.157715
	Iteration 40F: 3 clusters Score -2.929981e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 196500 members 
Entering Unmasked Estep 
Score: -29300292.000000 Penalty: 6137.157715
	Iteration 41Q: 3 clusters Score -2.930029e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 198731 members 
Entering Unmasked Estep 
Score: -29300582.000000 Penalty: 6137.157715
	Iteration 42Q: 3 clusters Score -2.930058e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 200918 members 
Entering Unmasked Estep 
Score: -29300970.000000 Penalty: 6137.157715
	Iteration 43Q: 3 clusters Score -2.930097e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 203208 members 
Entering Unmasked Estep 
Score: -29301450.000000 Penalty: 6137.157715
	Iteration 44Q: 3 clusters Score -2.930145e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 205486 members 
Entering Unmasked Estep 
Score: -29301972.000000 Penalty: 6137.157715
	Iteration 45Q: 3 clusters Score -2.930197e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 207763 members 
Entering Unmasked Estep 
Score: -29302538.000000 Penalty: 6137.157715
	Iteration 46Q: 3 clusters Score -2.930254e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 210101 members 
Entering Unmasked Estep 
Score: -29303282.000000 Penalty: 6137.157715
	Iteration 47Q: 3 clusters Score -2.930328e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 212372 members 
Entering Unmasked Estep 
Score: -29303878.000000 Penalty: 6137.157715
	Iteration 48Q: 3 clusters Score -2.930388e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 214560 members 
Entering Unmasked Estep 
Score: -29304450.000000 Penalty: 6137.157715
	Iteration 49Q: 3 clusters Score -2.930445e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 216715 members 
Entering Unmasked Estep 
Score: -29305014.000000 Penalty: 6137.157715
	Iteration 50Q: 3 clusters Score -2.930501e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 218668 members 
Entering Unmasked Estep 
Score: -29305700.000000 Penalty: 6137.157715
	Iteration 51Q: 3 clusters Score -2.93057e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 220535 members 
Entering Unmasked Estep 
Score: -29306220.000000 Penalty: 6137.157715
	Iteration 52Q: 3 clusters Score -2.930622e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 222232 members 
Entering Unmasked Estep 
Score: -29306680.000000 Penalty: 6137.157715
	Iteration 53Q: 3 clusters Score -2.930668e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 223796 members 
Entering Unmasked Estep 
Score: -29307064.000000 Penalty: 6137.157715
	Iteration 54Q: 3 clusters Score -2.930706e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 225223 members 
Entering Unmasked Estep 
Score: -29307646.000000 Penalty: 6137.157715
	Iteration 55Q: 3 clusters Score -2.930765e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 226549 members 
Entering Unmasked Estep 
Score: -29308206.000000 Penalty: 6137.157715
	Iteration 56Q: 3 clusters Score -2.930821e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 227718 members 
Entering Unmasked Estep 
Score: -29308682.000000 Penalty: 6137.157715
	Iteration 57Q: 3 clusters Score -2.930868e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 228747 members 
Entering Unmasked Estep 
Score: -29309100.000000 Penalty: 6137.157715
	Iteration 58Q: 3 clusters Score -2.93091e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 229660 members 
Entering Unmasked Estep 
Score: -29309464.000000 Penalty: 6137.157715
	Iteration 59Q: 3 clusters Score -2.930946e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 230454 members 
Entering Unmasked Estep 
Score: -29309800.000000 Penalty: 6137.157715
	Iteration 60F: 3 clusters Score -2.93098e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 231132 members 
Entering Unmasked Estep 
Score: -29310000.000000 Penalty: 6137.157715
	Iteration 61Q: 3 clusters Score -2.931e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 231682 members 
Entering Unmasked Estep 
Score: -29310268.000000 Penalty: 6137.157715
	Iteration 62Q: 3 clusters Score -2.931027e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 232152 members 
Entering Unmasked Estep 
Score: -29310538.000000 Penalty: 6137.157715
	Iteration 63Q: 3 clusters Score -2.931054e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 232545 members 
Entering Unmasked Estep 
Score: -29310766.000000 Penalty: 6137.157715
	Iteration 64Q: 3 clusters Score -2.931077e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 232883 members 
Entering Unmasked Estep 
Score: -29310900.000000 Penalty: 6137.157715
	Iteration 65Q: 3 clusters Score -2.93109e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 233149 members 
Entering Unmasked Estep 
Score: -29311018.000000 Penalty: 6137.157715
	Iteration 66Q: 3 clusters Score -2.931102e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 233364 members 
Entering Unmasked Estep 
Score: -29311132.000000 Penalty: 6137.157715
	Iteration 67Q: 3 clusters Score -2.931113e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 233551 members 
Entering Unmasked Estep 
Score: -29311230.000000 Penalty: 6137.157715
	Iteration 68Q: 3 clusters Score -2.931123e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 233721 members 
Entering Unmasked Estep 
Score: -29311264.000000 Penalty: 6137.157715
	Iteration 69Q: 3 clusters Score -2.931126e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 233865 members 
Entering Unmasked Estep 
Score: -29311344.000000 Penalty: 6137.157715
	Iteration 70Q: 3 clusters Score -2.931134e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 233983 members 
Entering Unmasked Estep 
Score: -29311442.000000 Penalty: 6137.157715
	Iteration 71Q: 3 clusters Score -2.931144e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 234087 members 
Entering Unmasked Estep 
Score: -29311462.000000 Penalty: 6137.157715
	Iteration 72Q: 3 clusters Score -2.931146e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 234182 members 
Entering Unmasked Estep 
Score: -29311494.000000 Penalty: 6137.157715
	Iteration 73Q: 3 clusters Score -2.931149e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 234252 members 
Entering Unmasked Estep 
Score: -29311540.000000 Penalty: 6137.157715
	Iteration 74Q: 3 clusters Score -2.931154e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 234322 members 
Entering Unmasked Estep 
Score: -29311532.000000 Penalty: 6137.157715
	Iteration 75Q: 3 clusters Score -2.931153e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 234382 members 
Entering Unmasked Estep 
Score: -29311574.000000 Penalty: 6137.157715
	Iteration 76Q: 3 clusters Score -2.931157e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 234442 members 
Entering Unmasked Estep 
Score: -29311590.000000 Penalty: 6137.157715
	Iteration 77Q: 3 clusters Score -2.931159e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 234489 members 
Entering Unmasked Estep 
Score: -29311622.000000 Penalty: 6137.157715
	Iteration 78Q: 3 clusters Score -2.931162e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 234529 members 
Entering Unmasked Estep 
Score: -29311654.000000 Penalty: 6137.157715
	Iteration 79Q: 3 clusters Score -2.931165e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 234568 members 
Entering Unmasked Estep 
Score: -29311668.000000 Penalty: 6137.157715
	Iteration 80F: 3 clusters Score -2.931167e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 234601 members 
Entering Unmasked Estep 
Score: -29311662.000000 Penalty: 6137.157715
	Iteration 81Q: 3 clusters Score -2.931166e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 234636 members 
Entering Unmasked Estep 
Score: -29311670.000000 Penalty: 6137.157715
	Iteration 82Q: 3 clusters Score -2.931167e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 234670 members 
Entering Unmasked Estep 
Score: -29311690.000000 Penalty: 6137.157715
	Iteration 83Q: 3 clusters Score -2.931169e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 234701 members 
Entering Unmasked Estep 
Score: -29311712.000000 Penalty: 6137.157715
	Iteration 84Q: 3 clusters Score -2.931171e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 234729 members 
Entering Unmasked Estep 
Score: -29311732.000000 Penalty: 6137.157715
	Iteration 85Q: 3 clusters Score -2.931173e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 234752 members 
Entering Unmasked Estep 
Score: -29311738.000000 Penalty: 6137.157715
	Iteration 86Q: 3 clusters Score -2.931174e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 234767 members 
Entering Unmasked Estep 
Score: -29311724.000000 Penalty: 6137.157715
	Iteration 87Q: 3 clusters Score -2.931172e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 234788 members 
Entering Unmasked Estep 
Score: -29311722.000000 Penalty: 6137.157715
	Iteration 88Q: 3 clusters Score -2.931172e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 234805 members 
Entering Unmasked Estep 
Score: -29311736.000000 Penalty: 6137.157715
	Iteration 89Q: 3 clusters Score -2.931174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 234813 members 
Entering Unmasked Estep 
Score: -29311730.000000 Penalty: 6137.157715
	Iteration 90Q: 3 clusters Score -2.931173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 234819 members 
Entering Unmasked Estep 
Score: -29311720.000000 Penalty: 6137.157715
	Iteration 91Q: 3 clusters Score -2.931172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 234825 members 
Entering Unmasked Estep 
Score: -29311730.000000 Penalty: 6137.157715
	Iteration 92Q: 3 clusters Score -2.931173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 234828 members 
Entering Unmasked Estep 
Score: -29311738.000000 Penalty: 6137.157715
	Iteration 93Q: 3 clusters Score -2.931174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 234835 members 
Entering Unmasked Estep 
Score: -29311720.000000 Penalty: 6137.157715
	Iteration 94Q: 3 clusters Score -2.931172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 234841 members 
Entering Unmasked Estep 
Score: -29311718.000000 Penalty: 6137.157715
	Iteration 95Q: 3 clusters Score -2.931172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 234845 members 
Entering Unmasked Estep 
Score: -29311740.000000 Penalty: 6137.157715
	Iteration 96Q: 3 clusters Score -2.931174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 234851 members 
Entering Unmasked Estep 
Score: -29311736.000000 Penalty: 6137.157715
	Iteration 97Q: 3 clusters Score -2.931174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 234860 members 
Entering Unmasked Estep 
Score: -29311736.000000 Penalty: 6137.157715
	Iteration 98Q: 3 clusters Score -2.931174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 234869 members 
Entering Unmasked Estep 
Score: -29311748.000000 Penalty: 6137.157715
	Iteration 99Q: 3 clusters Score -2.931175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 234876 members 
Entering Unmasked Estep 
Score: -29311748.000000 Penalty: 6137.157715
	Iteration 100F: 3 clusters Score -2.931175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 234883 members 
Entering Unmasked Estep 
Score: -29311770.000000 Penalty: 6137.157715
	Iteration 101Q: 3 clusters Score -2.931177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 234887 members 
Entering Unmasked Estep 
Score: -29311772.000000 Penalty: 6137.157715
	Iteration 102Q: 3 clusters Score -2.931177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 234895 members 
Entering Unmasked Estep 
Score: -29311752.000000 Penalty: 6137.157715
	Iteration 103Q: 3 clusters Score -2.931175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 234904 members 
Entering Unmasked Estep 
Score: -29311788.000000 Penalty: 6137.157715
	Iteration 104Q: 3 clusters Score -2.931179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 234917 members 
Entering Unmasked Estep 
Score: -29311774.000000 Penalty: 6137.157715
	Iteration 105Q: 3 clusters Score -2.931177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 234923 members 
Entering Unmasked Estep 
Score: -29311792.000000 Penalty: 6137.157715
	Iteration 106Q: 3 clusters Score -2.931179e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 234929 members 
Entering Unmasked Estep 
Score: -29311792.000000 Penalty: 6137.157715
	Iteration 107Q: 3 clusters Score -2.931179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 234935 members 
Entering Unmasked Estep 
Score: -29311794.000000 Penalty: 6137.157715
	Iteration 108Q: 3 clusters Score -2.931179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 234939 members 
Entering Unmasked Estep 
Score: -29311788.000000 Penalty: 6137.157715
	Iteration 109Q: 3 clusters Score -2.931179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 234940 members 
Entering Unmasked Estep 
Score: -29311788.000000 Penalty: 6137.157715
	Iteration 110Q: 3 clusters Score -2.931179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 234947 members 
Entering Unmasked Estep 
Score: -29311800.000000 Penalty: 6137.157715
	Iteration 111Q: 3 clusters Score -2.93118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 234951 members 
Entering Unmasked Estep 
Score: -29311806.000000 Penalty: 6137.157715
	Iteration 112Q: 3 clusters Score -2.931181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 234959 members 
Entering Unmasked Estep 
Score: -29311778.000000 Penalty: 6137.157715
	Iteration 113Q: 3 clusters Score -2.931178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 234962 members 
Entering Unmasked Estep 
Score: -29311792.000000 Penalty: 6137.157715
	Iteration 114Q: 3 clusters Score -2.931179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 234966 members 
Entering Unmasked Estep 
Score: -29311802.000000 Penalty: 6137.157715
	Iteration 115Q: 3 clusters Score -2.93118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 234967 members 
Entering Unmasked Estep 
Score: -29311814.000000 Penalty: 6137.157715
	Iteration 116Q: 3 clusters Score -2.931181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 234970 members 
Entering Unmasked Estep 
Score: -29311800.000000 Penalty: 6137.157715
	Iteration 117Q: 3 clusters Score -2.93118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 234969 members 
Entering Unmasked Estep 
Score: -29311804.000000 Penalty: 6137.157715
	Iteration 118Q: 3 clusters Score -2.93118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 234969 members 
Entering Unmasked Estep 
Score: -29311804.000000 Penalty: 6137.157715
	Iteration 119F: 3 clusters Score -2.93118e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (232082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232082 members 
Entering Unmasked Estep 
Score: -28985000.000000 Penalty: 3064.001709
	Iteration 0F: 2 clusters Score -2.8985e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115848 members 
Mstep: Class 2 contains 116234 members 
Entering Unmasked Estep 
Score: -28835712.000000 Penalty: 6128.003418
	Iteration 0F: 3 clusters Score -2.883571e+07 nChanged 112019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113199 members 
Mstep: Class 2 contains 118883 members 
Entering Unmasked Estep 
Score: -28901096.000000 Penalty: 6128.003418
	Iteration 1F: 3 clusters Score -2.89011e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111498 members 
Mstep: Class 2 contains 120584 members 
Entering Unmasked Estep 
Score: -28902284.000000 Penalty: 6128.003418
	Iteration 2Q: 3 clusters Score -2.890228e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108762 members 
Mstep: Class 2 contains 123320 members 
Entering Unmasked Estep 
Score: -28903880.000000 Penalty: 6128.003418
	Iteration 3Q: 3 clusters Score -2.890388e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104703 members 
Mstep: Class 2 contains 127379 members 
Entering Unmasked Estep 
Score: -28905924.000000 Penalty: 6128.003418
	Iteration 4Q: 3 clusters Score -2.890592e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98616 members 
Mstep: Class 2 contains 133466 members 
Entering Unmasked Estep 
Score: -28909072.000000 Penalty: 6128.003418
	Iteration 5Q: 3 clusters Score -2.890907e+07 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89721 members 
Mstep: Class 2 contains 142361 members 
Entering Unmasked Estep 
Score: -28914758.000000 Penalty: 6128.003418
	Iteration 6Q: 3 clusters Score -2.891476e+07 nChanged 12780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77889 members 
Mstep: Class 2 contains 154193 members 
Entering Unmasked Estep 
Score: -28923426.000000 Penalty: 6128.003418
	Iteration 7F: 3 clusters Score -2.892343e+07 nChanged 15015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63504 members 
Mstep: Class 2 contains 168578 members 
Entering Unmasked Estep 
Score: -28935136.000000 Penalty: 6128.003418
	Iteration 8F: 3 clusters Score -2.893514e+07 nChanged 15346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 183106 members 
Entering Unmasked Estep 
Score: -28947722.000000 Penalty: 6128.003418
	Iteration 9F: 3 clusters Score -2.894772e+07 nChanged 12776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 194530 members 
Entering Unmasked Estep 
Score: -28957728.000000 Penalty: 6128.003418
	Iteration 10F: 3 clusters Score -2.895773e+07 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 202126 members 
Entering Unmasked Estep 
Score: -28964512.000000 Penalty: 6128.003418
	Iteration 11Q: 3 clusters Score -2.896451e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 207078 members 
Entering Unmasked Estep 
Score: -28968778.000000 Penalty: 6128.003418
	Iteration 12Q: 3 clusters Score -2.896878e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 210360 members 
Entering Unmasked Estep 
Score: -28971128.000000 Penalty: 6128.003418
	Iteration 13Q: 3 clusters Score -2.897113e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 212797 members 
Entering Unmasked Estep 
Score: -28972620.000000 Penalty: 6128.003418
	Iteration 14Q: 3 clusters Score -2.897262e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 214686 members 
Entering Unmasked Estep 
Score: -28973674.000000 Penalty: 6128.003418
	Iteration 15Q: 3 clusters Score -2.897367e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 216330 members 
Entering Unmasked Estep 
Score: -28974422.000000 Penalty: 6128.003418
	Iteration 16Q: 3 clusters Score -2.897442e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 217806 members 
Entering Unmasked Estep 
Score: -28975168.000000 Penalty: 6128.003418
	Iteration 17Q: 3 clusters Score -2.897517e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 219188 members 
Entering Unmasked Estep 
Score: -28975966.000000 Penalty: 6128.003418
	Iteration 18Q: 3 clusters Score -2.897597e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 220443 members 
Entering Unmasked Estep 
Score: -28976628.000000 Penalty: 6128.003418
	Iteration 19Q: 3 clusters Score -2.897663e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 221547 members 
Entering Unmasked Estep 
Score: -28977190.000000 Penalty: 6128.003418
	Iteration 20F: 3 clusters Score -2.897719e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 222547 members 
Entering Unmasked Estep 
Score: -28977638.000000 Penalty: 6128.003418
	Iteration 21Q: 3 clusters Score -2.897764e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 223476 members 
Entering Unmasked Estep 
Score: -28978076.000000 Penalty: 6128.003418
	Iteration 22Q: 3 clusters Score -2.897808e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 224301 members 
Entering Unmasked Estep 
Score: -28978496.000000 Penalty: 6128.003418
	Iteration 23Q: 3 clusters Score -2.89785e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 225034 members 
Entering Unmasked Estep 
Score: -28978852.000000 Penalty: 6128.003418
	Iteration 24Q: 3 clusters Score -2.897885e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 225682 members 
Entering Unmasked Estep 
Score: -28979076.000000 Penalty: 6128.003418
	Iteration 25Q: 3 clusters Score -2.897908e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 226268 members 
Entering Unmasked Estep 
Score: -28979332.000000 Penalty: 6128.003418
	Iteration 26Q: 3 clusters Score -2.897933e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 226795 members 
Entering Unmasked Estep 
Score: -28979618.000000 Penalty: 6128.003418
	Iteration 27Q: 3 clusters Score -2.897962e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 227236 members 
Entering Unmasked Estep 
Score: -28979844.000000 Penalty: 6128.003418
	Iteration 28Q: 3 clusters Score -2.897984e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 227666 members 
Entering Unmasked Estep 
Score: -28980076.000000 Penalty: 6128.003418
	Iteration 29Q: 3 clusters Score -2.898008e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 228050 members 
Entering Unmasked Estep 
Score: -28980300.000000 Penalty: 6128.003418
	Iteration 30Q: 3 clusters Score -2.89803e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 228393 members 
Entering Unmasked Estep 
Score: -28980520.000000 Penalty: 6128.003418
	Iteration 31Q: 3 clusters Score -2.898052e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 228688 members 
Entering Unmasked Estep 
Score: -28980716.000000 Penalty: 6128.003418
	Iteration 32Q: 3 clusters Score -2.898072e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 228934 members 
Entering Unmasked Estep 
Score: -28980852.000000 Penalty: 6128.003418
	Iteration 33Q: 3 clusters Score -2.898085e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 229152 members 
Entering Unmasked Estep 
Score: -28980948.000000 Penalty: 6128.003418
	Iteration 34Q: 3 clusters Score -2.898095e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 229343 members 
Entering Unmasked Estep 
Score: -28981064.000000 Penalty: 6128.003418
	Iteration 35Q: 3 clusters Score -2.898106e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 229506 members 
Entering Unmasked Estep 
Score: -28981182.000000 Penalty: 6128.003418
	Iteration 36Q: 3 clusters Score -2.898118e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 229650 members 
Entering Unmasked Estep 
Score: -28981268.000000 Penalty: 6128.003418
	Iteration 37Q: 3 clusters Score -2.898127e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 229760 members 
Entering Unmasked Estep 
Score: -28981370.000000 Penalty: 6128.003418
	Iteration 38Q: 3 clusters Score -2.898137e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 229863 members 
Entering Unmasked Estep 
Score: -28981406.000000 Penalty: 6128.003418
	Iteration 39Q: 3 clusters Score -2.898141e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 229950 members 
Entering Unmasked Estep 
Score: -28981498.000000 Penalty: 6128.003418
	Iteration 40F: 3 clusters Score -2.89815e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 230019 members 
Entering Unmasked Estep 
Score: -28981504.000000 Penalty: 6128.003418
	Iteration 41Q: 3 clusters Score -2.89815e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 230083 members 
Entering Unmasked Estep 
Score: -28981572.000000 Penalty: 6128.003418
	Iteration 42Q: 3 clusters Score -2.898157e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 230147 members 
Entering Unmasked Estep 
Score: -28981646.000000 Penalty: 6128.003418
	Iteration 43Q: 3 clusters Score -2.898165e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 230211 members 
Entering Unmasked Estep 
Score: -28981684.000000 Penalty: 6128.003418
	Iteration 44Q: 3 clusters Score -2.898168e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 230270 members 
Entering Unmasked Estep 
Score: -28981696.000000 Penalty: 6128.003418
	Iteration 45Q: 3 clusters Score -2.89817e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 230318 members 
Entering Unmasked Estep 
Score: -28981740.000000 Penalty: 6128.003418
	Iteration 46Q: 3 clusters Score -2.898174e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 230369 members 
Entering Unmasked Estep 
Score: -28981810.000000 Penalty: 6128.003418
	Iteration 47Q: 3 clusters Score -2.898181e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 230408 members 
Entering Unmasked Estep 
Score: -28981838.000000 Penalty: 6128.003418
	Iteration 48Q: 3 clusters Score -2.898184e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 230433 members 
Entering Unmasked Estep 
Score: -28981874.000000 Penalty: 6128.003418
	Iteration 49Q: 3 clusters Score -2.898187e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 230452 members 
Entering Unmasked Estep 
Score: -28981900.000000 Penalty: 6128.003418
	Iteration 50Q: 3 clusters Score -2.89819e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 230468 members 
Entering Unmasked Estep 
Score: -28981922.000000 Penalty: 6128.003418
	Iteration 51Q: 3 clusters Score -2.898192e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 230489 members 
Entering Unmasked Estep 
Score: -28981938.000000 Penalty: 6128.003418
	Iteration 52Q: 3 clusters Score -2.898194e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 230499 members 
Entering Unmasked Estep 
Score: -28981944.000000 Penalty: 6128.003418
	Iteration 53Q: 3 clusters Score -2.898194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 230503 members 
Entering Unmasked Estep 
Score: -28981950.000000 Penalty: 6128.003418
	Iteration 54Q: 3 clusters Score -2.898195e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 230514 members 
Entering Unmasked Estep 
Score: -28981940.000000 Penalty: 6128.003418
	Iteration 55Q: 3 clusters Score -2.898194e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 230527 members 
Entering Unmasked Estep 
Score: -28981970.000000 Penalty: 6128.003418
	Iteration 56Q: 3 clusters Score -2.898197e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 230542 members 
Entering Unmasked Estep 
Score: -28981982.000000 Penalty: 6128.003418
	Iteration 57Q: 3 clusters Score -2.898198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 230554 members 
Entering Unmasked Estep 
Score: -28981980.000000 Penalty: 6128.003418
	Iteration 58Q: 3 clusters Score -2.898198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 230562 members 
Entering Unmasked Estep 
Score: -28982000.000000 Penalty: 6128.003418
	Iteration 59Q: 3 clusters Score -2.8982e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 230574 members 
Entering Unmasked Estep 
Score: -28982002.000000 Penalty: 6128.003418
	Iteration 60F: 3 clusters Score -2.8982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 230581 members 
Entering Unmasked Estep 
Score: -28982006.000000 Penalty: 6128.003418
	Iteration 61Q: 3 clusters Score -2.898201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 230583 members 
Entering Unmasked Estep 
Score: -28981998.000000 Penalty: 6128.003418
	Iteration 62Q: 3 clusters Score -2.8982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 230588 members 
Entering Unmasked Estep 
Score: -28982006.000000 Penalty: 6128.003418
	Iteration 63Q: 3 clusters Score -2.898201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 230591 members 
Entering Unmasked Estep 
Score: -28982012.000000 Penalty: 6128.003418
	Iteration 64Q: 3 clusters Score -2.898201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 230595 members 
Entering Unmasked Estep 
Score: -28982006.000000 Penalty: 6128.003418
	Iteration 65Q: 3 clusters Score -2.898201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 230600 members 
Entering Unmasked Estep 
Score: -28982022.000000 Penalty: 6128.003418
	Iteration 66Q: 3 clusters Score -2.898202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 230604 members 
Entering Unmasked Estep 
Score: -28982010.000000 Penalty: 6128.003418
	Iteration 67Q: 3 clusters Score -2.898201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 230609 members 
Entering Unmasked Estep 
Score: -28982024.000000 Penalty: 6128.003418
	Iteration 68Q: 3 clusters Score -2.898202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 230613 members 
Entering Unmasked Estep 
Score: -28982020.000000 Penalty: 6128.003418
	Iteration 69Q: 3 clusters Score -2.898202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 230618 members 
Entering Unmasked Estep 
Score: -28982022.000000 Penalty: 6128.003418
	Iteration 70Q: 3 clusters Score -2.898202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 230624 members 
Entering Unmasked Estep 
Score: -28982016.000000 Penalty: 6128.003418
	Iteration 71Q: 3 clusters Score -2.898202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 230626 members 
Entering Unmasked Estep 
Score: -28982028.000000 Penalty: 6128.003418
	Iteration 72Q: 3 clusters Score -2.898203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 230627 members 
Entering Unmasked Estep 
Score: -28982026.000000 Penalty: 6128.003418
	Iteration 73Q: 3 clusters Score -2.898203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 230629 members 
Entering Unmasked Estep 
Score: -28982032.000000 Penalty: 6128.003418
	Iteration 74Q: 3 clusters Score -2.898203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 230628 members 
Entering Unmasked Estep 
Score: -28982022.000000 Penalty: 6128.003418
	Iteration 75Q: 3 clusters Score -2.898202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 230628 members 
Entering Unmasked Estep 
Score: -28982022.000000 Penalty: 6128.003418
	Iteration 76F: 3 clusters Score -2.898202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Entering Unmasked Estep 
Score: -1944566.375000 Penalty: 2404.997314
	Iteration 0F: 2 clusters Score -1944566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1933008.375000 Penalty: 4809.994629
	Iteration 0F: 3 clusters Score -1933008 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1937061.000000 Penalty: 4809.994629
	Iteration 1F: 3 clusters Score -1937061 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1938074.125000 Penalty: 4809.994629
	Iteration 2F: 3 clusters Score -1938074 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1939241.875000 Penalty: 4809.994629
	Iteration 3F: 3 clusters Score -1939242 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1940436.750000 Penalty: 4809.994629
	Iteration 4F: 3 clusters Score -1940437 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1941442.000000 Penalty: 4809.994629
	Iteration 5F: 3 clusters Score -1941442 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1942169.625000 Penalty: 4809.994629
	Iteration 6F: 3 clusters Score -1942170 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1942661.125000 Penalty: 4809.994629
	Iteration 7Q: 3 clusters Score -1942661 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1942942.625000 Penalty: 4809.994629
	Iteration 8Q: 3 clusters Score -1942943 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1943102.625000 Penalty: 4809.994629
	Iteration 9Q: 3 clusters Score -1943103 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1943201.125000 Penalty: 4809.994629
	Iteration 10Q: 3 clusters Score -1943201 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1943264.125000 Penalty: 4809.994629
	Iteration 11Q: 3 clusters Score -1943264 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1943309.125000 Penalty: 4809.994629
	Iteration 12Q: 3 clusters Score -1943309 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1943341.875000 Penalty: 4809.994629
	Iteration 13Q: 3 clusters Score -1943342 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1943378.500000 Penalty: 4809.994629
	Iteration 14Q: 3 clusters Score -1943378 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1943401.250000 Penalty: 4809.994629
	Iteration 15Q: 3 clusters Score -1943401 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1943420.500000 Penalty: 4809.994629
	Iteration 16Q: 3 clusters Score -1943420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1943433.625000 Penalty: 4809.994629
	Iteration 17Q: 3 clusters Score -1943434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1943442.875000 Penalty: 4809.994629
	Iteration 18Q: 3 clusters Score -1943443 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1943452.375000 Penalty: 4809.994629
	Iteration 19Q: 3 clusters Score -1943452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1943454.125000 Penalty: 4809.994629
	Iteration 20F: 3 clusters Score -1943454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1943461.125000 Penalty: 4809.994629
	Iteration 21Q: 3 clusters Score -1943461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1943463.750000 Penalty: 4809.994629
	Iteration 22Q: 3 clusters Score -1943464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1943463.125000 Penalty: 4809.994629
	Iteration 23Q: 3 clusters Score -1943463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1943459.875000 Penalty: 4809.994629
	Iteration 24Q: 3 clusters Score -1943460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1943461.625000 Penalty: 4809.994629
	Iteration 25Q: 3 clusters Score -1943462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1943463.500000 Penalty: 4809.994629
	Iteration 26Q: 3 clusters Score -1943464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1943463.500000 Penalty: 4809.994629
	Iteration 27F: 3 clusters Score -1943464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Entering Unmasked Estep 
Score: -1261538.000000 Penalty: 2287.905518
	Iteration 0F: 2 clusters Score -1261538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1253750.625000 Penalty: 4575.811035
	Iteration 0F: 3 clusters Score -1253751 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1256112.375000 Penalty: 4575.811035
	Iteration 1F: 3 clusters Score -1256112 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1256402.625000 Penalty: 4575.811035
	Iteration 2F: 3 clusters Score -1256403 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1256596.000000 Penalty: 4575.811035
	Iteration 3Q: 3 clusters Score -1256596 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1256739.750000 Penalty: 4575.811035
	Iteration 4Q: 3 clusters Score -1256740 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1256844.750000 Penalty: 4575.811035
	Iteration 5Q: 3 clusters Score -1256845 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1256944.375000 Penalty: 4575.811035
	Iteration 6Q: 3 clusters Score -1256944 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1257051.375000 Penalty: 4575.811035
	Iteration 7Q: 3 clusters Score -1257051 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1257168.875000 Penalty: 4575.811035
	Iteration 8Q: 3 clusters Score -1257169 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1257289.375000 Penalty: 4575.811035
	Iteration 9Q: 3 clusters Score -1257289 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1257422.875000 Penalty: 4575.811035
	Iteration 10Q: 3 clusters Score -1257423 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1257591.875000 Penalty: 4575.811035
	Iteration 11Q: 3 clusters Score -1257592 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1257776.500000 Penalty: 4575.811035
	Iteration 12Q: 3 clusters Score -1257776 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1257983.500000 Penalty: 4575.811035
	Iteration 13Q: 3 clusters Score -1257984 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1258188.875000 Penalty: 4575.811035
	Iteration 14Q: 3 clusters Score -1258189 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1258406.375000 Penalty: 4575.811035
	Iteration 15Q: 3 clusters Score -1258406 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1258589.750000 Penalty: 4575.811035
	Iteration 16Q: 3 clusters Score -1258590 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1258741.000000 Penalty: 4575.811035
	Iteration 17Q: 3 clusters Score -1258741 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1258865.125000 Penalty: 4575.811035
	Iteration 18Q: 3 clusters Score -1258865 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1258985.500000 Penalty: 4575.811035
	Iteration 19Q: 3 clusters Score -1258986 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1259080.375000 Penalty: 4575.811035
	Iteration 20F: 3 clusters Score -1259080 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1259158.625000 Penalty: 4575.811035
	Iteration 21Q: 3 clusters Score -1259159 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1259221.875000 Penalty: 4575.811035
	Iteration 22Q: 3 clusters Score -1259222 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1259286.750000 Penalty: 4575.811035
	Iteration 23Q: 3 clusters Score -1259287 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1259326.250000 Penalty: 4575.811035
	Iteration 24Q: 3 clusters Score -1259326 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1259370.375000 Penalty: 4575.811035
	Iteration 25Q: 3 clusters Score -1259370 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1259404.875000 Penalty: 4575.811035
	Iteration 26Q: 3 clusters Score -1259405 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1259435.125000 Penalty: 4575.811035
	Iteration 27Q: 3 clusters Score -1259435 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1259462.625000 Penalty: 4575.811035
	Iteration 28Q: 3 clusters Score -1259463 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1259485.875000 Penalty: 4575.811035
	Iteration 29Q: 3 clusters Score -1259486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1259496.000000 Penalty: 4575.811035
	Iteration 30Q: 3 clusters Score -1259496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1259511.875000 Penalty: 4575.811035
	Iteration 31Q: 3 clusters Score -1259512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1259523.125000 Penalty: 4575.811035
	Iteration 32Q: 3 clusters Score -1259523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1259528.500000 Penalty: 4575.811035
	Iteration 33Q: 3 clusters Score -1259528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1259533.500000 Penalty: 4575.811035
	Iteration 34Q: 3 clusters Score -1259534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1259539.500000 Penalty: 4575.811035
	Iteration 35Q: 3 clusters Score -1259540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1259543.875000 Penalty: 4575.811035
	Iteration 36Q: 3 clusters Score -1259544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1259547.500000 Penalty: 4575.811035
	Iteration 37Q: 3 clusters Score -1259548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1259550.625000 Penalty: 4575.811035
	Iteration 38Q: 3 clusters Score -1259551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1259553.875000 Penalty: 4575.811035
	Iteration 39Q: 3 clusters Score -1259554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1259554.875000 Penalty: 4575.811035
	Iteration 40F: 3 clusters Score -1259555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1259558.250000 Penalty: 4575.811035
	Iteration 41Q: 3 clusters Score -1259558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1259559.000000 Penalty: 4575.811035
	Iteration 42Q: 3 clusters Score -1259559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1259561.500000 Penalty: 4575.811035
	Iteration 43Q: 3 clusters Score -1259562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1259562.875000 Penalty: 4575.811035
	Iteration 44Q: 3 clusters Score -1259563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1259563.750000 Penalty: 4575.811035
	Iteration 45Q: 3 clusters Score -1259564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1259564.375000 Penalty: 4575.811035
	Iteration 46Q: 3 clusters Score -1259564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1259566.500000 Penalty: 4575.811035
	Iteration 47Q: 3 clusters Score -1259566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1259567.125000 Penalty: 4575.811035
	Iteration 48Q: 3 clusters Score -1259567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1259567.625000 Penalty: 4575.811035
	Iteration 49Q: 3 clusters Score -1259568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1259567.125000 Penalty: 4575.811035
	Iteration 50Q: 3 clusters Score -1259567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1259567.875000 Penalty: 4575.811035
	Iteration 51Q: 3 clusters Score -1259568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1259567.750000 Penalty: 4575.811035
	Iteration 52Q: 3 clusters Score -1259568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1259569.625000 Penalty: 4575.811035
	Iteration 53Q: 3 clusters Score -1259570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1259569.875000 Penalty: 4575.811035
	Iteration 54Q: 3 clusters Score -1259570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1259571.375000 Penalty: 4575.811035
	Iteration 55Q: 3 clusters Score -1259571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1259571.375000 Penalty: 4575.811035
	Iteration 56F: 3 clusters Score -1259571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (217967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217967 members 
Entering Unmasked Estep 
Score: -27080878.000000 Penalty: 3048.440430
	Iteration 0F: 2 clusters Score -2.708088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109047 members 
Mstep: Class 2 contains 108920 members 
Entering Unmasked Estep 
Score: -26937182.000000 Penalty: 6096.880859
	Iteration 0F: 3 clusters Score -2.693718e+07 nChanged 104887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112184 members 
Mstep: Class 2 contains 105783 members 
Entering Unmasked Estep 
Score: -26998696.000000 Penalty: 6096.880859
	Iteration 1F: 3 clusters Score -2.69987e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114293 members 
Mstep: Class 2 contains 103674 members 
Entering Unmasked Estep 
Score: -26999850.000000 Penalty: 6096.880859
	Iteration 2Q: 3 clusters Score -2.699985e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117382 members 
Mstep: Class 2 contains 100585 members 
Entering Unmasked Estep 
Score: -27001514.000000 Penalty: 6096.880859
	Iteration 3Q: 3 clusters Score -2.700151e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122015 members 
Mstep: Class 2 contains 95952 members 
Entering Unmasked Estep 
Score: -27004050.000000 Penalty: 6096.880859
	Iteration 4Q: 3 clusters Score -2.700405e+07 nChanged 10101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128934 members 
Mstep: Class 2 contains 89033 members 
Entering Unmasked Estep 
Score: -27008550.000000 Penalty: 6096.880859
	Iteration 5Q: 3 clusters Score -2.700855e+07 nChanged 13115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138635 members 
Mstep: Class 2 contains 79332 members 
Entering Unmasked Estep 
Score: -27016524.000000 Penalty: 6096.880859
	Iteration 6F: 3 clusters Score -2.701652e+07 nChanged 16289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151050 members 
Mstep: Class 2 contains 66917 members 
Entering Unmasked Estep 
Score: -27028842.000000 Penalty: 6096.880859
	Iteration 7F: 3 clusters Score -2.702884e+07 nChanged 17323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163853 members 
Mstep: Class 2 contains 54114 members 
Entering Unmasked Estep 
Score: -27046238.000000 Penalty: 6096.880859
	Iteration 8F: 3 clusters Score -2.704624e+07 nChanged 14388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172643 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -27062748.000000 Penalty: 6096.880859
	Iteration 9F: 3 clusters Score -2.706275e+07 nChanged 9994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175919 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -27073220.000000 Penalty: 6096.880859
	Iteration 10Q: 3 clusters Score -2.707322e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177071 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -27077196.000000 Penalty: 6096.880859
	Iteration 11Q: 3 clusters Score -2.70772e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178038 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -27078988.000000 Penalty: 6096.880859
	Iteration 12Q: 3 clusters Score -2.707899e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178767 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -27079884.000000 Penalty: 6096.880859
	Iteration 13Q: 3 clusters Score -2.707988e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179317 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -27080496.000000 Penalty: 6096.880859
	Iteration 14Q: 3 clusters Score -2.70805e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179708 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -27080736.000000 Penalty: 6096.880859
	Iteration 15Q: 3 clusters Score -2.708074e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180126 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -27080778.000000 Penalty: 6096.880859
	Iteration 16Q: 3 clusters Score -2.708078e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180506 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -27080846.000000 Penalty: 6096.880859
	Iteration 17Q: 3 clusters Score -2.708085e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180858 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -27080978.000000 Penalty: 6096.880859
	Iteration 18Q: 3 clusters Score -2.708098e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181176 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -27081024.000000 Penalty: 6096.880859
	Iteration 19Q: 3 clusters Score -2.708102e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181469 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -27081042.000000 Penalty: 6096.880859
	Iteration 20F: 3 clusters Score -2.708104e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181703 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -27081020.000000 Penalty: 6096.880859
	Iteration 21Q: 3 clusters Score -2.708102e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181916 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -27081010.000000 Penalty: 6096.880859
	Iteration 22Q: 3 clusters Score -2.708101e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182104 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -27081000.000000 Penalty: 6096.880859
	Iteration 23Q: 3 clusters Score -2.7081e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182274 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -27081022.000000 Penalty: 6096.880859
	Iteration 24Q: 3 clusters Score -2.708102e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182431 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -27081004.000000 Penalty: 6096.880859
	Iteration 25Q: 3 clusters Score -2.7081e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182565 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -27080984.000000 Penalty: 6096.880859
	Iteration 26Q: 3 clusters Score -2.708098e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182708 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -27080994.000000 Penalty: 6096.880859
	Iteration 27Q: 3 clusters Score -2.708099e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182839 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -27080984.000000 Penalty: 6096.880859
	Iteration 28Q: 3 clusters Score -2.708098e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182976 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -27080982.000000 Penalty: 6096.880859
	Iteration 29Q: 3 clusters Score -2.708098e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183088 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -27080986.000000 Penalty: 6096.880859
	Iteration 30Q: 3 clusters Score -2.708099e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183206 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -27080982.000000 Penalty: 6096.880859
	Iteration 31Q: 3 clusters Score -2.708098e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183326 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -27080988.000000 Penalty: 6096.880859
	Iteration 32Q: 3 clusters Score -2.708099e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183435 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -27081006.000000 Penalty: 6096.880859
	Iteration 33Q: 3 clusters Score -2.708101e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183543 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -27081036.000000 Penalty: 6096.880859
	Iteration 34Q: 3 clusters Score -2.708104e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183644 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -27081006.000000 Penalty: 6096.880859
	Iteration 35Q: 3 clusters Score -2.708101e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183741 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -27081028.000000 Penalty: 6096.880859
	Iteration 36Q: 3 clusters Score -2.708103e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183833 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -27081042.000000 Penalty: 6096.880859
	Iteration 37Q: 3 clusters Score -2.708104e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183930 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -27081068.000000 Penalty: 6096.880859
	Iteration 38Q: 3 clusters Score -2.708107e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184029 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -27081062.000000 Penalty: 6096.880859
	Iteration 39Q: 3 clusters Score -2.708106e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184138 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -27081052.000000 Penalty: 6096.880859
	Iteration 40F: 3 clusters Score -2.708105e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184253 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -27081068.000000 Penalty: 6096.880859
	Iteration 41Q: 3 clusters Score -2.708107e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184361 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -27081012.000000 Penalty: 6096.880859
	Iteration 42Q: 3 clusters Score -2.708101e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184456 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -27081024.000000 Penalty: 6096.880859
	Iteration 43Q: 3 clusters Score -2.708102e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184532 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -27081012.000000 Penalty: 6096.880859
	Iteration 44Q: 3 clusters Score -2.708101e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184604 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -27081064.000000 Penalty: 6096.880859
	Iteration 45Q: 3 clusters Score -2.708106e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184673 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -27081070.000000 Penalty: 6096.880859
	Iteration 46Q: 3 clusters Score -2.708107e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184735 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -27081072.000000 Penalty: 6096.880859
	Iteration 47Q: 3 clusters Score -2.708107e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184792 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -27081098.000000 Penalty: 6096.880859
	Iteration 48Q: 3 clusters Score -2.70811e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184854 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -27081066.000000 Penalty: 6096.880859
	Iteration 49Q: 3 clusters Score -2.708107e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184910 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -27081092.000000 Penalty: 6096.880859
	Iteration 50Q: 3 clusters Score -2.708109e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184969 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -27081124.000000 Penalty: 6096.880859
	Iteration 51Q: 3 clusters Score -2.708112e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185041 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -27081142.000000 Penalty: 6096.880859
	Iteration 52Q: 3 clusters Score -2.708114e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185121 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -27081176.000000 Penalty: 6096.880859
	Iteration 53Q: 3 clusters Score -2.708118e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185202 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -27081130.000000 Penalty: 6096.880859
	Iteration 54Q: 3 clusters Score -2.708113e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185277 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -27081128.000000 Penalty: 6096.880859
	Iteration 55Q: 3 clusters Score -2.708113e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185357 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -27081148.000000 Penalty: 6096.880859
	Iteration 56Q: 3 clusters Score -2.708115e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185443 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -27081162.000000 Penalty: 6096.880859
	Iteration 57Q: 3 clusters Score -2.708116e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185524 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -27081120.000000 Penalty: 6096.880859
	Iteration 58Q: 3 clusters Score -2.708112e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185601 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -27081148.000000 Penalty: 6096.880859
	Iteration 59Q: 3 clusters Score -2.708115e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185685 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -27081114.000000 Penalty: 6096.880859
	Iteration 60F: 3 clusters Score -2.708111e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185772 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -27081096.000000 Penalty: 6096.880859
	Iteration 61Q: 3 clusters Score -2.70811e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185863 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -27081108.000000 Penalty: 6096.880859
	Iteration 62Q: 3 clusters Score -2.708111e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185937 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -27081094.000000 Penalty: 6096.880859
	Iteration 63Q: 3 clusters Score -2.708109e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186020 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -27081096.000000 Penalty: 6096.880859
	Iteration 64Q: 3 clusters Score -2.70811e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186105 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -27081082.000000 Penalty: 6096.880859
	Iteration 65Q: 3 clusters Score -2.708108e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186183 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -27081134.000000 Penalty: 6096.880859
	Iteration 66Q: 3 clusters Score -2.708113e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186257 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -27081088.000000 Penalty: 6096.880859
	Iteration 67Q: 3 clusters Score -2.708109e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186333 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -27081074.000000 Penalty: 6096.880859
	Iteration 68Q: 3 clusters Score -2.708107e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186408 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -27081102.000000 Penalty: 6096.880859
	Iteration 69Q: 3 clusters Score -2.70811e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186484 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -27081106.000000 Penalty: 6096.880859
	Iteration 70Q: 3 clusters Score -2.708111e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186570 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -27081094.000000 Penalty: 6096.880859
	Iteration 71Q: 3 clusters Score -2.708109e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186666 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -27081084.000000 Penalty: 6096.880859
	Iteration 72Q: 3 clusters Score -2.708108e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186749 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -27081090.000000 Penalty: 6096.880859
	Iteration 73Q: 3 clusters Score -2.708109e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186823 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -27081044.000000 Penalty: 6096.880859
	Iteration 74Q: 3 clusters Score -2.708104e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186894 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -27081078.000000 Penalty: 6096.880859
	Iteration 75Q: 3 clusters Score -2.708108e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186958 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -27081064.000000 Penalty: 6096.880859
	Iteration 76Q: 3 clusters Score -2.708106e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187014 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -27081096.000000 Penalty: 6096.880859
	Iteration 77Q: 3 clusters Score -2.70811e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187071 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -27081070.000000 Penalty: 6096.880859
	Iteration 78Q: 3 clusters Score -2.708107e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187125 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -27081100.000000 Penalty: 6096.880859
	Iteration 79Q: 3 clusters Score -2.70811e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187185 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -27081122.000000 Penalty: 6096.880859
	Iteration 80F: 3 clusters Score -2.708112e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187244 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -27081108.000000 Penalty: 6096.880859
	Iteration 81Q: 3 clusters Score -2.708111e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187324 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -27081100.000000 Penalty: 6096.880859
	Iteration 82Q: 3 clusters Score -2.70811e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187409 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -27081112.000000 Penalty: 6096.880859
	Iteration 83Q: 3 clusters Score -2.708111e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187482 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -27081050.000000 Penalty: 6096.880859
	Iteration 84Q: 3 clusters Score -2.708105e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187563 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -27081010.000000 Penalty: 6096.880859
	Iteration 85Q: 3 clusters Score -2.708101e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187654 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -27080998.000000 Penalty: 6096.880859
	Iteration 86Q: 3 clusters Score -2.7081e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187744 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -27080944.000000 Penalty: 6096.880859
	Iteration 87Q: 3 clusters Score -2.708094e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187823 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -27080962.000000 Penalty: 6096.880859
	Iteration 88Q: 3 clusters Score -2.708096e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187902 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -27080938.000000 Penalty: 6096.880859
	Iteration 89Q: 3 clusters Score -2.708094e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187994 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -27080950.000000 Penalty: 6096.880859
	Iteration 90Q: 3 clusters Score -2.708095e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188087 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -27080918.000000 Penalty: 6096.880859
	Iteration 91Q: 3 clusters Score -2.708092e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188181 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -27080902.000000 Penalty: 6096.880859
	Iteration 92Q: 3 clusters Score -2.70809e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188257 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -27080880.000000 Penalty: 6096.880859
	Iteration 93Q: 3 clusters Score -2.708088e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188331 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -27080906.000000 Penalty: 6096.880859
	Iteration 94Q: 3 clusters Score -2.708091e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188400 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -27080882.000000 Penalty: 6096.880859
	Iteration 95Q: 3 clusters Score -2.708088e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188457 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -27080890.000000 Penalty: 6096.880859
	Iteration 96Q: 3 clusters Score -2.708089e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188522 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -27080934.000000 Penalty: 6096.880859
	Iteration 97Q: 3 clusters Score -2.708093e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188584 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -27080952.000000 Penalty: 6096.880859
	Iteration 98Q: 3 clusters Score -2.708095e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188640 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -27080962.000000 Penalty: 6096.880859
	Iteration 99Q: 3 clusters Score -2.708096e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188701 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -27080940.000000 Penalty: 6096.880859
	Iteration 100F: 3 clusters Score -2.708094e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188761 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -27080964.000000 Penalty: 6096.880859
	Iteration 101Q: 3 clusters Score -2.708096e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188825 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -27080956.000000 Penalty: 6096.880859
	Iteration 102Q: 3 clusters Score -2.708096e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188893 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -27080952.000000 Penalty: 6096.880859
	Iteration 103Q: 3 clusters Score -2.708095e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188969 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -27080942.000000 Penalty: 6096.880859
	Iteration 104Q: 3 clusters Score -2.708094e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189062 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -27080908.000000 Penalty: 6096.880859
	Iteration 105Q: 3 clusters Score -2.708091e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189171 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -27080968.000000 Penalty: 6096.880859
	Iteration 106Q: 3 clusters Score -2.708097e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189271 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -27080910.000000 Penalty: 6096.880859
	Iteration 107Q: 3 clusters Score -2.708091e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189376 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -27080906.000000 Penalty: 6096.880859
	Iteration 108Q: 3 clusters Score -2.708091e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189464 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -27080926.000000 Penalty: 6096.880859
	Iteration 109Q: 3 clusters Score -2.708093e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189570 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -27080874.000000 Penalty: 6096.880859
	Iteration 110Q: 3 clusters Score -2.708087e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189693 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -27080820.000000 Penalty: 6096.880859
	Iteration 111Q: 3 clusters Score -2.708082e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189794 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -27080812.000000 Penalty: 6096.880859
	Iteration 112Q: 3 clusters Score -2.708081e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189896 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -27080778.000000 Penalty: 6096.880859
	Iteration 113Q: 3 clusters Score -2.708078e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190001 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -27080806.000000 Penalty: 6096.880859
	Iteration 114Q: 3 clusters Score -2.708081e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190097 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -27080792.000000 Penalty: 6096.880859
	Iteration 115Q: 3 clusters Score -2.708079e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190182 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -27080768.000000 Penalty: 6096.880859
	Iteration 116Q: 3 clusters Score -2.708077e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190276 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -27080774.000000 Penalty: 6096.880859
	Iteration 117Q: 3 clusters Score -2.708077e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190368 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -27080800.000000 Penalty: 6096.880859
	Iteration 118Q: 3 clusters Score -2.70808e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190465 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -27080852.000000 Penalty: 6096.880859
	Iteration 119Q: 3 clusters Score -2.708085e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190548 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -27080844.000000 Penalty: 6096.880859
	Iteration 120F: 3 clusters Score -2.708084e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190626 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -27080894.000000 Penalty: 6096.880859
	Iteration 121Q: 3 clusters Score -2.708089e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190696 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -27080924.000000 Penalty: 6096.880859
	Iteration 122Q: 3 clusters Score -2.708092e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190757 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -27080950.000000 Penalty: 6096.880859
	Iteration 123Q: 3 clusters Score -2.708095e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190812 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -27080954.000000 Penalty: 6096.880859
	Iteration 124Q: 3 clusters Score -2.708095e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190872 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -27080942.000000 Penalty: 6096.880859
	Iteration 125Q: 3 clusters Score -2.708094e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190938 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -27080972.000000 Penalty: 6096.880859
	Iteration 126Q: 3 clusters Score -2.708097e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191011 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -27080932.000000 Penalty: 6096.880859
	Iteration 127Q: 3 clusters Score -2.708093e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191086 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -27080924.000000 Penalty: 6096.880859
	Iteration 128Q: 3 clusters Score -2.708092e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191168 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -27080904.000000 Penalty: 6096.880859
	Iteration 129Q: 3 clusters Score -2.70809e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191238 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -27080918.000000 Penalty: 6096.880859
	Iteration 130Q: 3 clusters Score -2.708092e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191309 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -27080922.000000 Penalty: 6096.880859
	Iteration 131Q: 3 clusters Score -2.708092e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191377 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -27080904.000000 Penalty: 6096.880859
	Iteration 132Q: 3 clusters Score -2.70809e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191439 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -27080884.000000 Penalty: 6096.880859
	Iteration 133Q: 3 clusters Score -2.708088e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191488 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -27080864.000000 Penalty: 6096.880859
	Iteration 134Q: 3 clusters Score -2.708086e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191544 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -27080858.000000 Penalty: 6096.880859
	Iteration 135Q: 3 clusters Score -2.708086e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191607 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -27080842.000000 Penalty: 6096.880859
	Iteration 136Q: 3 clusters Score -2.708084e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191660 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -27080832.000000 Penalty: 6096.880859
	Iteration 137Q: 3 clusters Score -2.708083e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191723 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -27080864.000000 Penalty: 6096.880859
	Iteration 138Q: 3 clusters Score -2.708086e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191785 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -27080850.000000 Penalty: 6096.880859
	Iteration 139Q: 3 clusters Score -2.708085e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191841 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -27080850.000000 Penalty: 6096.880859
	Iteration 140F: 3 clusters Score -2.708085e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191895 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -27080864.000000 Penalty: 6096.880859
	Iteration 141Q: 3 clusters Score -2.708086e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191952 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -27080870.000000 Penalty: 6096.880859
	Iteration 142Q: 3 clusters Score -2.708087e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192008 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -27080882.000000 Penalty: 6096.880859
	Iteration 143Q: 3 clusters Score -2.708088e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192063 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -27080892.000000 Penalty: 6096.880859
	Iteration 144Q: 3 clusters Score -2.708089e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192122 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -27080898.000000 Penalty: 6096.880859
	Iteration 145Q: 3 clusters Score -2.70809e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192181 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -27080886.000000 Penalty: 6096.880859
	Iteration 146Q: 3 clusters Score -2.708089e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192227 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -27080894.000000 Penalty: 6096.880859
	Iteration 147Q: 3 clusters Score -2.708089e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192274 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -27080892.000000 Penalty: 6096.880859
	Iteration 148Q: 3 clusters Score -2.708089e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192339 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -27080872.000000 Penalty: 6096.880859
	Iteration 149Q: 3 clusters Score -2.708087e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192394 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -27080854.000000 Penalty: 6096.880859
	Iteration 150Q: 3 clusters Score -2.708085e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192443 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -27080912.000000 Penalty: 6096.880859
	Iteration 151Q: 3 clusters Score -2.708091e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192486 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -27080866.000000 Penalty: 6096.880859
	Iteration 152Q: 3 clusters Score -2.708087e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192536 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -27080884.000000 Penalty: 6096.880859
	Iteration 153Q: 3 clusters Score -2.708088e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192585 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -27080900.000000 Penalty: 6096.880859
	Iteration 154Q: 3 clusters Score -2.70809e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192635 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -27080878.000000 Penalty: 6096.880859
	Iteration 155Q: 3 clusters Score -2.708088e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192680 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -27080838.000000 Penalty: 6096.880859
	Iteration 156Q: 3 clusters Score -2.708084e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192726 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -27080840.000000 Penalty: 6096.880859
	Iteration 157Q: 3 clusters Score -2.708084e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192771 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -27080838.000000 Penalty: 6096.880859
	Iteration 158Q: 3 clusters Score -2.708084e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192821 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -27080816.000000 Penalty: 6096.880859
	Iteration 159Q: 3 clusters Score -2.708082e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192885 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -27080790.000000 Penalty: 6096.880859
	Iteration 160F: 3 clusters Score -2.708079e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192947 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -27080718.000000 Penalty: 6096.880859
	Iteration 161Q: 3 clusters Score -2.708072e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193024 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -27080758.000000 Penalty: 6096.880859
	Iteration 162Q: 3 clusters Score -2.708076e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193103 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -27080766.000000 Penalty: 6096.880859
	Iteration 163Q: 3 clusters Score -2.708077e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193172 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -27080756.000000 Penalty: 6096.880859
	Iteration 164Q: 3 clusters Score -2.708076e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193233 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -27080738.000000 Penalty: 6096.880859
	Iteration 165Q: 3 clusters Score -2.708074e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193286 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -27080726.000000 Penalty: 6096.880859
	Iteration 166Q: 3 clusters Score -2.708073e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193345 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -27080716.000000 Penalty: 6096.880859
	Iteration 167Q: 3 clusters Score -2.708072e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193393 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -27080716.000000 Penalty: 6096.880859
	Iteration 168Q: 3 clusters Score -2.708072e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193427 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -27080704.000000 Penalty: 6096.880859
	Iteration 169Q: 3 clusters Score -2.70807e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193455 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -27080720.000000 Penalty: 6096.880859
	Iteration 170Q: 3 clusters Score -2.708072e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193483 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -27080708.000000 Penalty: 6096.880859
	Iteration 171Q: 3 clusters Score -2.708071e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193511 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -27080706.000000 Penalty: 6096.880859
	Iteration 172Q: 3 clusters Score -2.708071e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193543 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -27080678.000000 Penalty: 6096.880859
	Iteration 173Q: 3 clusters Score -2.708068e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193567 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -27080680.000000 Penalty: 6096.880859
	Iteration 174Q: 3 clusters Score -2.708068e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193589 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -27080678.000000 Penalty: 6096.880859
	Iteration 175Q: 3 clusters Score -2.708068e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193605 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -27080672.000000 Penalty: 6096.880859
	Iteration 176Q: 3 clusters Score -2.708067e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193629 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -27080666.000000 Penalty: 6096.880859
	Iteration 177Q: 3 clusters Score -2.708067e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193656 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -27080686.000000 Penalty: 6096.880859
	Iteration 178Q: 3 clusters Score -2.708069e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193669 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -27080698.000000 Penalty: 6096.880859
	Iteration 179Q: 3 clusters Score -2.70807e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193682 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -27080690.000000 Penalty: 6096.880859
	Iteration 180F: 3 clusters Score -2.708069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193695 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -27080688.000000 Penalty: 6096.880859
	Iteration 181Q: 3 clusters Score -2.708069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193707 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -27080652.000000 Penalty: 6096.880859
	Iteration 182Q: 3 clusters Score -2.708065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193716 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -27080676.000000 Penalty: 6096.880859
	Iteration 183Q: 3 clusters Score -2.708068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193727 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -27080652.000000 Penalty: 6096.880859
	Iteration 184Q: 3 clusters Score -2.708065e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193738 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -27080690.000000 Penalty: 6096.880859
	Iteration 185Q: 3 clusters Score -2.708069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193748 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -27080682.000000 Penalty: 6096.880859
	Iteration 186Q: 3 clusters Score -2.708068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193759 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -27080670.000000 Penalty: 6096.880859
	Iteration 187Q: 3 clusters Score -2.708067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193771 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -27080664.000000 Penalty: 6096.880859
	Iteration 188Q: 3 clusters Score -2.708066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193782 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -27080654.000000 Penalty: 6096.880859
	Iteration 189Q: 3 clusters Score -2.708065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193794 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -27080644.000000 Penalty: 6096.880859
	Iteration 190Q: 3 clusters Score -2.708064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193809 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -27080640.000000 Penalty: 6096.880859
	Iteration 191Q: 3 clusters Score -2.708064e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193826 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -27080618.000000 Penalty: 6096.880859
	Iteration 192Q: 3 clusters Score -2.708062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193844 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -27080644.000000 Penalty: 6096.880859
	Iteration 193Q: 3 clusters Score -2.708064e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193866 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -27080654.000000 Penalty: 6096.880859
	Iteration 194Q: 3 clusters Score -2.708065e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193886 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -27080636.000000 Penalty: 6096.880859
	Iteration 195Q: 3 clusters Score -2.708064e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193905 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -27080652.000000 Penalty: 6096.880859
	Iteration 196Q: 3 clusters Score -2.708065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193920 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -27080648.000000 Penalty: 6096.880859
	Iteration 197Q: 3 clusters Score -2.708065e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193937 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -27080644.000000 Penalty: 6096.880859
	Iteration 198Q: 3 clusters Score -2.708064e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193957 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -27080640.000000 Penalty: 6096.880859
	Iteration 199Q: 3 clusters Score -2.708064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193972 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -27080662.000000 Penalty: 6096.880859
	Iteration 200F: 3 clusters Score -2.708066e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193991 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -27080656.000000 Penalty: 6096.880859
	Iteration 201Q: 3 clusters Score -2.708066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194001 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -27080634.000000 Penalty: 6096.880859
	Iteration 202Q: 3 clusters Score -2.708063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194015 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -27080646.000000 Penalty: 6096.880859
	Iteration 203Q: 3 clusters Score -2.708065e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194026 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -27080680.000000 Penalty: 6096.880859
	Iteration 204Q: 3 clusters Score -2.708068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194035 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -27080684.000000 Penalty: 6096.880859
	Iteration 205Q: 3 clusters Score -2.708068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194044 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -27080680.000000 Penalty: 6096.880859
	Iteration 206Q: 3 clusters Score -2.708068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194055 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -27080668.000000 Penalty: 6096.880859
	Iteration 207Q: 3 clusters Score -2.708067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194067 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -27080648.000000 Penalty: 6096.880859
	Iteration 208Q: 3 clusters Score -2.708065e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194080 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -27080620.000000 Penalty: 6096.880859
	Iteration 209Q: 3 clusters Score -2.708062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194093 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -27080624.000000 Penalty: 6096.880859
	Iteration 210Q: 3 clusters Score -2.708062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194110 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -27080626.000000 Penalty: 6096.880859
	Iteration 211Q: 3 clusters Score -2.708063e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194129 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -27080648.000000 Penalty: 6096.880859
	Iteration 212Q: 3 clusters Score -2.708065e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194153 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -27080666.000000 Penalty: 6096.880859
	Iteration 213Q: 3 clusters Score -2.708067e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194174 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -27080660.000000 Penalty: 6096.880859
	Iteration 214Q: 3 clusters Score -2.708066e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194193 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -27080656.000000 Penalty: 6096.880859
	Iteration 215Q: 3 clusters Score -2.708066e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194215 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -27080628.000000 Penalty: 6096.880859
	Iteration 216Q: 3 clusters Score -2.708063e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194233 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -27080630.000000 Penalty: 6096.880859
	Iteration 217Q: 3 clusters Score -2.708063e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194250 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -27080608.000000 Penalty: 6096.880859
	Iteration 218Q: 3 clusters Score -2.708061e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194266 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -27080588.000000 Penalty: 6096.880859
	Iteration 219Q: 3 clusters Score -2.708059e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194285 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -27080580.000000 Penalty: 6096.880859
	Iteration 220F: 3 clusters Score -2.708058e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194301 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -27080584.000000 Penalty: 6096.880859
	Iteration 221Q: 3 clusters Score -2.708058e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194322 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -27080604.000000 Penalty: 6096.880859
	Iteration 222Q: 3 clusters Score -2.70806e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194344 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -27080580.000000 Penalty: 6096.880859
	Iteration 223Q: 3 clusters Score -2.708058e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194370 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -27080602.000000 Penalty: 6096.880859
	Iteration 224Q: 3 clusters Score -2.70806e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194403 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -27080576.000000 Penalty: 6096.880859
	Iteration 225Q: 3 clusters Score -2.708058e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194437 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -27080582.000000 Penalty: 6096.880859
	Iteration 226Q: 3 clusters Score -2.708058e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194468 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -27080562.000000 Penalty: 6096.880859
	Iteration 227Q: 3 clusters Score -2.708056e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194505 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -27080564.000000 Penalty: 6096.880859
	Iteration 228Q: 3 clusters Score -2.708056e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194546 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -27080550.000000 Penalty: 6096.880859
	Iteration 229Q: 3 clusters Score -2.708055e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194575 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -27080526.000000 Penalty: 6096.880859
	Iteration 230Q: 3 clusters Score -2.708053e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194612 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -27080542.000000 Penalty: 6096.880859
	Iteration 231Q: 3 clusters Score -2.708054e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194641 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -27080542.000000 Penalty: 6096.880859
	Iteration 232Q: 3 clusters Score -2.708054e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194662 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -27080554.000000 Penalty: 6096.880859
	Iteration 233Q: 3 clusters Score -2.708055e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194681 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -27080530.000000 Penalty: 6096.880859
	Iteration 234Q: 3 clusters Score -2.708053e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194702 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -27080534.000000 Penalty: 6096.880859
	Iteration 235Q: 3 clusters Score -2.708053e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194724 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -27080514.000000 Penalty: 6096.880859
	Iteration 236Q: 3 clusters Score -2.708051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194738 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -27080518.000000 Penalty: 6096.880859
	Iteration 237Q: 3 clusters Score -2.708052e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194749 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -27080500.000000 Penalty: 6096.880859
	Iteration 238Q: 3 clusters Score -2.70805e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194761 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -27080542.000000 Penalty: 6096.880859
	Iteration 239Q: 3 clusters Score -2.708054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194773 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -27080532.000000 Penalty: 6096.880859
	Iteration 240F: 3 clusters Score -2.708053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194784 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -27080504.000000 Penalty: 6096.880859
	Iteration 241Q: 3 clusters Score -2.70805e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194799 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -27080512.000000 Penalty: 6096.880859
	Iteration 242Q: 3 clusters Score -2.708051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194809 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -27080520.000000 Penalty: 6096.880859
	Iteration 243Q: 3 clusters Score -2.708052e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194828 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -27080494.000000 Penalty: 6096.880859
	Iteration 244Q: 3 clusters Score -2.708049e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194849 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -27080488.000000 Penalty: 6096.880859
	Iteration 245Q: 3 clusters Score -2.708049e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194864 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -27080474.000000 Penalty: 6096.880859
	Iteration 246Q: 3 clusters Score -2.708047e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194875 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -27080466.000000 Penalty: 6096.880859
	Iteration 247Q: 3 clusters Score -2.708047e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194892 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -27080476.000000 Penalty: 6096.880859
	Iteration 248Q: 3 clusters Score -2.708048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194911 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -27080490.000000 Penalty: 6096.880859
	Iteration 249Q: 3 clusters Score -2.708049e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194933 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -27080504.000000 Penalty: 6096.880859
	Iteration 250Q: 3 clusters Score -2.70805e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194954 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -27080510.000000 Penalty: 6096.880859
	Iteration 251Q: 3 clusters Score -2.708051e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194980 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -27080512.000000 Penalty: 6096.880859
	Iteration 252Q: 3 clusters Score -2.708051e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194996 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -27080484.000000 Penalty: 6096.880859
	Iteration 253Q: 3 clusters Score -2.708048e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195018 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -27080490.000000 Penalty: 6096.880859
	Iteration 254Q: 3 clusters Score -2.708049e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195041 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -27080480.000000 Penalty: 6096.880859
	Iteration 255Q: 3 clusters Score -2.708048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195060 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -27080490.000000 Penalty: 6096.880859
	Iteration 256Q: 3 clusters Score -2.708049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195072 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -27080486.000000 Penalty: 6096.880859
	Iteration 257Q: 3 clusters Score -2.708049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195086 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -27080500.000000 Penalty: 6096.880859
	Iteration 258Q: 3 clusters Score -2.70805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195097 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -27080488.000000 Penalty: 6096.880859
	Iteration 259Q: 3 clusters Score -2.708049e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195108 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -27080484.000000 Penalty: 6096.880859
	Iteration 260F: 3 clusters Score -2.708048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195118 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -27080488.000000 Penalty: 6096.880859
	Iteration 261Q: 3 clusters Score -2.708049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195126 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -27080478.000000 Penalty: 6096.880859
	Iteration 262Q: 3 clusters Score -2.708048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195133 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -27080474.000000 Penalty: 6096.880859
	Iteration 263Q: 3 clusters Score -2.708047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195134 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -27080480.000000 Penalty: 6096.880859
	Iteration 264Q: 3 clusters Score -2.708048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195135 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -27080466.000000 Penalty: 6096.880859
	Iteration 265Q: 3 clusters Score -2.708047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195135 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -27080466.000000 Penalty: 6096.880859
	Iteration 266F: 3 clusters Score -2.708047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Entering Unmasked Estep 
Score: -316363.718750 Penalty: 1968.114380
	Iteration 0F: 2 clusters Score -316363.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -313220.031250 Penalty: 3936.228760
	Iteration 0F: 3 clusters Score -313220 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -313838.406250 Penalty: 3936.228760
	Iteration 1F: 3 clusters Score -313838.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -313983.156250 Penalty: 3936.228760
	Iteration 2F: 3 clusters Score -313983.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -314076.781250 Penalty: 3936.228760
	Iteration 3Q: 3 clusters Score -314076.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -314129.500000 Penalty: 3936.228760
	Iteration 4Q: 3 clusters Score -314129.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -314168.593750 Penalty: 3936.228760
	Iteration 5Q: 3 clusters Score -314168.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -314196.562500 Penalty: 3936.228760
	Iteration 6Q: 3 clusters Score -314196.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -314223.656250 Penalty: 3936.228760
	Iteration 7Q: 3 clusters Score -314223.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -314245.250000 Penalty: 3936.228760
	Iteration 8Q: 3 clusters Score -314245.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -314259.156250 Penalty: 3936.228760
	Iteration 9Q: 3 clusters Score -314259.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -314272.000000 Penalty: 3936.228760
	Iteration 10Q: 3 clusters Score -314272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -314280.125000 Penalty: 3936.228760
	Iteration 11Q: 3 clusters Score -314280.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -314285.187500 Penalty: 3936.228760
	Iteration 12Q: 3 clusters Score -314285.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -314290.781250 Penalty: 3936.228760
	Iteration 13Q: 3 clusters Score -314290.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -314295.406250 Penalty: 3936.228760
	Iteration 14Q: 3 clusters Score -314295.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -314299.125000 Penalty: 3936.228760
	Iteration 15Q: 3 clusters Score -314299.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -314302.125000 Penalty: 3936.228760
	Iteration 16Q: 3 clusters Score -314302.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -314305.406250 Penalty: 3936.228760
	Iteration 17Q: 3 clusters Score -314305.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -314309.968750 Penalty: 3936.228760
	Iteration 18Q: 3 clusters Score -314310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -314316.125000 Penalty: 3936.228760
	Iteration 19Q: 3 clusters Score -314316.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -314320.468750 Penalty: 3936.228760
	Iteration 20F: 3 clusters Score -314320.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -314326.187500 Penalty: 3936.228760
	Iteration 21Q: 3 clusters Score -314326.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -314334.562500 Penalty: 3936.228760
	Iteration 22Q: 3 clusters Score -314334.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -314342.593750 Penalty: 3936.228760
	Iteration 23Q: 3 clusters Score -314342.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -314348.156250 Penalty: 3936.228760
	Iteration 24Q: 3 clusters Score -314348.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -314351.375000 Penalty: 3936.228760
	Iteration 25Q: 3 clusters Score -314351.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -314353.531250 Penalty: 3936.228760
	Iteration 26Q: 3 clusters Score -314353.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -314355.218750 Penalty: 3936.228760
	Iteration 27Q: 3 clusters Score -314355.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -314358.093750 Penalty: 3936.228760
	Iteration 28Q: 3 clusters Score -314358.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -314360.281250 Penalty: 3936.228760
	Iteration 29Q: 3 clusters Score -314360.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -314361.875000 Penalty: 3936.228760
	Iteration 30Q: 3 clusters Score -314361.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -314363.906250 Penalty: 3936.228760
	Iteration 31Q: 3 clusters Score -314363.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -314365.562500 Penalty: 3936.228760
	Iteration 32Q: 3 clusters Score -314365.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -314368.468750 Penalty: 3936.228760
	Iteration 33Q: 3 clusters Score -314368.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -314370.531250 Penalty: 3936.228760
	Iteration 34Q: 3 clusters Score -314370.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -314373.750000 Penalty: 3936.228760
	Iteration 35Q: 3 clusters Score -314373.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -314378.000000 Penalty: 3936.228760
	Iteration 36Q: 3 clusters Score -314378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -314382.031250 Penalty: 3936.228760
	Iteration 37Q: 3 clusters Score -314382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -314384.000000 Penalty: 3936.228760
	Iteration 38Q: 3 clusters Score -314384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -314387.000000 Penalty: 3936.228760
	Iteration 39Q: 3 clusters Score -314387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -314389.593750 Penalty: 3936.228760
	Iteration 40F: 3 clusters Score -314389.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -314391.531250 Penalty: 3936.228760
	Iteration 41Q: 3 clusters Score -314391.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -314395.093750 Penalty: 3936.228760
	Iteration 42Q: 3 clusters Score -314395.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -314397.281250 Penalty: 3936.228760
	Iteration 43Q: 3 clusters Score -314397.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -314400.187500 Penalty: 3936.228760
	Iteration 44Q: 3 clusters Score -314400.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -314402.281250 Penalty: 3936.228760
	Iteration 45Q: 3 clusters Score -314402.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -314402.625000 Penalty: 3936.228760
	Iteration 46Q: 3 clusters Score -314402.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -314402.625000 Penalty: 3936.228760
	Iteration 47Q: 3 clusters Score -314402.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -314402.625000 Penalty: 3936.228760
	Iteration 48F: 3 clusters Score -314402.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Entering Unmasked Estep 
Score: -430835.406250 Penalty: 2040.256592
	Iteration 0F: 2 clusters Score -430835.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -427232.687500 Penalty: 4080.513184
	Iteration 0F: 3 clusters Score -427232.7 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -428541.031250 Penalty: 4080.513184
	Iteration 1F: 3 clusters Score -428541 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -429565.375000 Penalty: 4080.513184
	Iteration 2F: 3 clusters Score -429565.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -430579.000000 Penalty: 4080.513184
	Iteration 3F: 3 clusters Score -430579 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -431149.437500 Penalty: 4080.513184
	Iteration 4F: 3 clusters Score -431149.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -431383.218750 Penalty: 4080.513184
	Iteration 5F: 3 clusters Score -431383.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -431472.781250 Penalty: 4080.513184
	Iteration 6Q: 3 clusters Score -431472.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -431512.906250 Penalty: 4080.513184
	Iteration 7Q: 3 clusters Score -431512.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -431537.125000 Penalty: 4080.513184
	Iteration 8Q: 3 clusters Score -431537.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -431557.625000 Penalty: 4080.513184
	Iteration 9Q: 3 clusters Score -431557.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -431569.843750 Penalty: 4080.513184
	Iteration 10Q: 3 clusters Score -431569.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -431574.812500 Penalty: 4080.513184
	Iteration 11Q: 3 clusters Score -431574.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -431576.250000 Penalty: 4080.513184
	Iteration 12Q: 3 clusters Score -431576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -431577.031250 Penalty: 4080.513184
	Iteration 13Q: 3 clusters Score -431577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -431576.500000 Penalty: 4080.513184
	Iteration 14Q: 3 clusters Score -431576.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -431576.500000 Penalty: 4080.513184
	Iteration 15F: 3 clusters Score -431576.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17602 members 
Mstep: Class 4 contains 9832 members 
Mstep: Class 5 contains 21382 members 
Mstep: Class 6 contains 180758 members 
Mstep: Class 7 contains 14794 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43174 members 
Mstep: Class 10 contains 9664 members 
Mstep: Class 11 contains 19404 members 
Mstep: Class 12 contains 84497 members 
Mstep: Class 13 contains 9183 members 
Mstep: Class 14 contains 44751 members 
Mstep: Class 15 contains 3699 members 
Mstep: Class 16 contains 236405 members 
Mstep: Class 17 contains 232082 members 
Mstep: Class 18 contains 16278 members 
Mstep: Class 19 contains 10152 members 
Mstep: Class 20 contains 217967 members 
Mstep: Class 21 contains 2796 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 10755 members 
Mstep: Class 26 contains 20193 members 
Mstep: Class 27 contains 4022 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 3305 members 
Entering Unmasked Estep 
Score: -154598272.000000 Penalty: 101103.531250
Splitting cluster 22 changes total score from -154600272.000000 to -154598272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Entering Unmasked Estep 
Score: -218601.203125 Penalty: 1899.006104
	Iteration 0F: 2 clusters Score -218601.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -215975.718750 Penalty: 3798.012207
	Iteration 0F: 3 clusters Score -215975.7 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -216485.203125 Penalty: 3798.012207
	Iteration 1F: 3 clusters Score -216485.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -216609.593750 Penalty: 3798.012207
	Iteration 2F: 3 clusters Score -216609.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -216682.953125 Penalty: 3798.012207
	Iteration 3Q: 3 clusters Score -216683 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -216729.843750 Penalty: 3798.012207
	Iteration 4Q: 3 clusters Score -216729.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -216770.906250 Penalty: 3798.012207
	Iteration 5Q: 3 clusters Score -216770.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -216812.203125 Penalty: 3798.012207
	Iteration 6Q: 3 clusters Score -216812.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -216837.640625 Penalty: 3798.012207
	Iteration 7Q: 3 clusters Score -216837.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -216868.328125 Penalty: 3798.012207
	Iteration 8Q: 3 clusters Score -216868.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -216894.984375 Penalty: 3798.012207
	Iteration 9Q: 3 clusters Score -216895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -216921.890625 Penalty: 3798.012207
	Iteration 10Q: 3 clusters Score -216921.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -216953.890625 Penalty: 3798.012207
	Iteration 11Q: 3 clusters Score -216953.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -216982.171875 Penalty: 3798.012207
	Iteration 12Q: 3 clusters Score -216982.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -217008.843750 Penalty: 3798.012207
	Iteration 13Q: 3 clusters Score -217008.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -217042.515625 Penalty: 3798.012207
	Iteration 14Q: 3 clusters Score -217042.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -217078.562500 Penalty: 3798.012207
	Iteration 15Q: 3 clusters Score -217078.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -217123.171875 Penalty: 3798.012207
	Iteration 16Q: 3 clusters Score -217123.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -217169.296875 Penalty: 3798.012207
	Iteration 17Q: 3 clusters Score -217169.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -217209.031250 Penalty: 3798.012207
	Iteration 18Q: 3 clusters Score -217209 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -217256.421875 Penalty: 3798.012207
	Iteration 19Q: 3 clusters Score -217256.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -217309.828125 Penalty: 3798.012207
	Iteration 20F: 3 clusters Score -217309.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -217366.421875 Penalty: 3798.012207
	Iteration 21Q: 3 clusters Score -217366.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -217423.250000 Penalty: 3798.012207
	Iteration 22Q: 3 clusters Score -217423.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -217462.500000 Penalty: 3798.012207
	Iteration 23Q: 3 clusters Score -217462.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -217493.765625 Penalty: 3798.012207
	Iteration 24Q: 3 clusters Score -217493.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -217514.656250 Penalty: 3798.012207
	Iteration 25Q: 3 clusters Score -217514.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -217532.171875 Penalty: 3798.012207
	Iteration 26Q: 3 clusters Score -217532.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -217548.109375 Penalty: 3798.012207
	Iteration 27Q: 3 clusters Score -217548.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -217556.312500 Penalty: 3798.012207
	Iteration 28Q: 3 clusters Score -217556.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -217560.312500 Penalty: 3798.012207
	Iteration 29Q: 3 clusters Score -217560.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -217563.640625 Penalty: 3798.012207
	Iteration 30Q: 3 clusters Score -217563.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -217568.453125 Penalty: 3798.012207
	Iteration 31Q: 3 clusters Score -217568.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -217574.968750 Penalty: 3798.012207
	Iteration 32Q: 3 clusters Score -217575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -217583.281250 Penalty: 3798.012207
	Iteration 33Q: 3 clusters Score -217583.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -217585.437500 Penalty: 3798.012207
	Iteration 34Q: 3 clusters Score -217585.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -217587.390625 Penalty: 3798.012207
	Iteration 35Q: 3 clusters Score -217587.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -217589.765625 Penalty: 3798.012207
	Iteration 36Q: 3 clusters Score -217589.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -217594.625000 Penalty: 3798.012207
	Iteration 37Q: 3 clusters Score -217594.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -217596.671875 Penalty: 3798.012207
	Iteration 38Q: 3 clusters Score -217596.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -217612.625000 Penalty: 3798.012207
	Iteration 39Q: 3 clusters Score -217612.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -217635.500000 Penalty: 3798.012207
	Iteration 40F: 3 clusters Score -217635.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -217650.843750 Penalty: 3798.012207
	Iteration 41Q: 3 clusters Score -217650.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -217661.750000 Penalty: 3798.012207
	Iteration 42Q: 3 clusters Score -217661.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -217668.328125 Penalty: 3798.012207
	Iteration 43Q: 3 clusters Score -217668.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -217673.359375 Penalty: 3798.012207
	Iteration 44Q: 3 clusters Score -217673.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -217674.953125 Penalty: 3798.012207
	Iteration 45Q: 3 clusters Score -217675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -217676.234375 Penalty: 3798.012207
	Iteration 46Q: 3 clusters Score -217676.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -217678.046875 Penalty: 3798.012207
	Iteration 47Q: 3 clusters Score -217678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -217678.046875 Penalty: 3798.012207
	Iteration 48F: 3 clusters Score -217678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Entering Unmasked Estep 
Score: -283556.218750 Penalty: 1923.005005
	Iteration 0F: 2 clusters Score -283556.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -280739.562500 Penalty: 3846.010010
	Iteration 0F: 3 clusters Score -280739.6 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -281259.625000 Penalty: 3846.010010
	Iteration 1F: 3 clusters Score -281259.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -281354.812500 Penalty: 3846.010010
	Iteration 2F: 3 clusters Score -281354.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -281415.250000 Penalty: 3846.010010
	Iteration 3Q: 3 clusters Score -281415.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -281467.250000 Penalty: 3846.010010
	Iteration 4Q: 3 clusters Score -281467.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -281498.031250 Penalty: 3846.010010
	Iteration 5Q: 3 clusters Score -281498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -281518.656250 Penalty: 3846.010010
	Iteration 6Q: 3 clusters Score -281518.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -281532.281250 Penalty: 3846.010010
	Iteration 7Q: 3 clusters Score -281532.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -281544.281250 Penalty: 3846.010010
	Iteration 8Q: 3 clusters Score -281544.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -281552.468750 Penalty: 3846.010010
	Iteration 9Q: 3 clusters Score -281552.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -281557.437500 Penalty: 3846.010010
	Iteration 10Q: 3 clusters Score -281557.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -281560.500000 Penalty: 3846.010010
	Iteration 11Q: 3 clusters Score -281560.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -281565.000000 Penalty: 3846.010010
	Iteration 12Q: 3 clusters Score -281565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -281568.250000 Penalty: 3846.010010
	Iteration 13Q: 3 clusters Score -281568.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -281569.593750 Penalty: 3846.010010
	Iteration 14Q: 3 clusters Score -281569.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -281569.906250 Penalty: 3846.010010
	Iteration 15Q: 3 clusters Score -281569.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -281571.343750 Penalty: 3846.010010
	Iteration 16Q: 3 clusters Score -281571.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -281573.093750 Penalty: 3846.010010
	Iteration 17Q: 3 clusters Score -281573.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -281575.062500 Penalty: 3846.010010
	Iteration 18Q: 3 clusters Score -281575.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -281575.531250 Penalty: 3846.010010
	Iteration 19Q: 3 clusters Score -281575.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -281575.937500 Penalty: 3846.010010
	Iteration 20F: 3 clusters Score -281575.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Entering Unmasked Estep 
Score: -1333091.000000 Penalty: 2302.215332
	Iteration 0F: 2 clusters Score -1333091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1325018.000000 Penalty: 4604.430664
	Iteration 0F: 3 clusters Score -1325018 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1327246.750000 Penalty: 4604.430664
	Iteration 1F: 3 clusters Score -1327247 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1327546.750000 Penalty: 4604.430664
	Iteration 2F: 3 clusters Score -1327547 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1327742.750000 Penalty: 4604.430664
	Iteration 3Q: 3 clusters Score -1327743 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1327903.000000 Penalty: 4604.430664
	Iteration 4Q: 3 clusters Score -1327903 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1328037.875000 Penalty: 4604.430664
	Iteration 5Q: 3 clusters Score -1328038 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1328166.500000 Penalty: 4604.430664
	Iteration 6Q: 3 clusters Score -1328166 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1328275.000000 Penalty: 4604.430664
	Iteration 7Q: 3 clusters Score -1328275 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1328375.875000 Penalty: 4604.430664
	Iteration 8Q: 3 clusters Score -1328376 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1328488.000000 Penalty: 4604.430664
	Iteration 9Q: 3 clusters Score -1328488 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1328597.375000 Penalty: 4604.430664
	Iteration 10Q: 3 clusters Score -1328597 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1328726.125000 Penalty: 4604.430664
	Iteration 11Q: 3 clusters Score -1328726 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1328874.625000 Penalty: 4604.430664
	Iteration 12Q: 3 clusters Score -1328875 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1329076.125000 Penalty: 4604.430664
	Iteration 13Q: 3 clusters Score -1329076 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1329294.625000 Penalty: 4604.430664
	Iteration 14Q: 3 clusters Score -1329295 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1329526.875000 Penalty: 4604.430664
	Iteration 15Q: 3 clusters Score -1329527 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1329745.875000 Penalty: 4604.430664
	Iteration 16Q: 3 clusters Score -1329746 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1330019.125000 Penalty: 4604.430664
	Iteration 17Q: 3 clusters Score -1330019 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1330266.375000 Penalty: 4604.430664
	Iteration 18Q: 3 clusters Score -1330266 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1330489.125000 Penalty: 4604.430664
	Iteration 19Q: 3 clusters Score -1330489 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1330645.375000 Penalty: 4604.430664
	Iteration 20F: 3 clusters Score -1330645 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1330733.375000 Penalty: 4604.430664
	Iteration 21Q: 3 clusters Score -1330733 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1330781.625000 Penalty: 4604.430664
	Iteration 22Q: 3 clusters Score -1330782 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1330812.625000 Penalty: 4604.430664
	Iteration 23Q: 3 clusters Score -1330813 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1330833.625000 Penalty: 4604.430664
	Iteration 24Q: 3 clusters Score -1330834 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1330856.375000 Penalty: 4604.430664
	Iteration 25Q: 3 clusters Score -1330856 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1330866.625000 Penalty: 4604.430664
	Iteration 26Q: 3 clusters Score -1330867 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1330886.250000 Penalty: 4604.430664
	Iteration 27Q: 3 clusters Score -1330886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1330892.625000 Penalty: 4604.430664
	Iteration 28Q: 3 clusters Score -1330893 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1330910.375000 Penalty: 4604.430664
	Iteration 29Q: 3 clusters Score -1330910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1330916.875000 Penalty: 4604.430664
	Iteration 30Q: 3 clusters Score -1330917 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1330927.000000 Penalty: 4604.430664
	Iteration 31Q: 3 clusters Score -1330927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1330933.500000 Penalty: 4604.430664
	Iteration 32Q: 3 clusters Score -1330934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1330943.375000 Penalty: 4604.430664
	Iteration 33Q: 3 clusters Score -1330943 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1330946.375000 Penalty: 4604.430664
	Iteration 34Q: 3 clusters Score -1330946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1330958.750000 Penalty: 4604.430664
	Iteration 35Q: 3 clusters Score -1330959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1330963.000000 Penalty: 4604.430664
	Iteration 36Q: 3 clusters Score -1330963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1330965.375000 Penalty: 4604.430664
	Iteration 37Q: 3 clusters Score -1330965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1330973.375000 Penalty: 4604.430664
	Iteration 38Q: 3 clusters Score -1330973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1330976.625000 Penalty: 4604.430664
	Iteration 39Q: 3 clusters Score -1330977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1330975.125000 Penalty: 4604.430664
	Iteration 40F: 3 clusters Score -1330975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1330981.000000 Penalty: 4604.430664
	Iteration 41Q: 3 clusters Score -1330981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1330978.125000 Penalty: 4604.430664
	Iteration 42Q: 3 clusters Score -1330978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1330978.000000 Penalty: 4604.430664
	Iteration 43Q: 3 clusters Score -1330978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1330977.750000 Penalty: 4604.430664
	Iteration 44Q: 3 clusters Score -1330978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1330977.750000 Penalty: 4604.430664
	Iteration 45F: 3 clusters Score -1330978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Entering Unmasked Estep 
Score: -2448721.750000 Penalty: 2458.446777
	Iteration 0F: 2 clusters Score -2448722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2434503.250000 Penalty: 4916.893555
	Iteration 0F: 3 clusters Score -2434503 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2439350.250000 Penalty: 4916.893555
	Iteration 1F: 3 clusters Score -2439350 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2439891.500000 Penalty: 4916.893555
	Iteration 2F: 3 clusters Score -2439892 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2440503.000000 Penalty: 4916.893555
	Iteration 3F: 3 clusters Score -2440503 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2441141.250000 Penalty: 4916.893555
	Iteration 4F: 3 clusters Score -2441141 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2441697.250000 Penalty: 4916.893555
	Iteration 5F: 3 clusters Score -2441697 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2442185.500000 Penalty: 4916.893555
	Iteration 6Q: 3 clusters Score -2442186 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2442577.000000 Penalty: 4916.893555
	Iteration 7Q: 3 clusters Score -2442577 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2442935.750000 Penalty: 4916.893555
	Iteration 8Q: 3 clusters Score -2442936 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2443251.250000 Penalty: 4916.893555
	Iteration 9Q: 3 clusters Score -2443251 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2443550.750000 Penalty: 4916.893555
	Iteration 10Q: 3 clusters Score -2443551 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2443816.500000 Penalty: 4916.893555
	Iteration 11Q: 3 clusters Score -2443816 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2444060.500000 Penalty: 4916.893555
	Iteration 12Q: 3 clusters Score -2444060 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2444262.000000 Penalty: 4916.893555
	Iteration 13Q: 3 clusters Score -2444262 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2444474.500000 Penalty: 4916.893555
	Iteration 14Q: 3 clusters Score -2444474 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2444613.000000 Penalty: 4916.893555
	Iteration 15Q: 3 clusters Score -2444613 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2444743.750000 Penalty: 4916.893555
	Iteration 16Q: 3 clusters Score -2444744 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2444832.000000 Penalty: 4916.893555
	Iteration 17Q: 3 clusters Score -2444832 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2444876.750000 Penalty: 4916.893555
	Iteration 18Q: 3 clusters Score -2444877 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2444919.250000 Penalty: 4916.893555
	Iteration 19Q: 3 clusters Score -2444919 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2444959.000000 Penalty: 4916.893555
	Iteration 20F: 3 clusters Score -2444959 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2444978.250000 Penalty: 4916.893555
	Iteration 21Q: 3 clusters Score -2444978 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2445010.000000 Penalty: 4916.893555
	Iteration 22Q: 3 clusters Score -2445010 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2445032.500000 Penalty: 4916.893555
	Iteration 23Q: 3 clusters Score -2445032 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2445042.500000 Penalty: 4916.893555
	Iteration 24Q: 3 clusters Score -2445042 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2445059.750000 Penalty: 4916.893555
	Iteration 25Q: 3 clusters Score -2445060 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2445080.750000 Penalty: 4916.893555
	Iteration 26Q: 3 clusters Score -2445081 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2445097.750000 Penalty: 4916.893555
	Iteration 27Q: 3 clusters Score -2445098 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2445112.500000 Penalty: 4916.893555
	Iteration 28Q: 3 clusters Score -2445112 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2445119.250000 Penalty: 4916.893555
	Iteration 29Q: 3 clusters Score -2445119 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2445132.500000 Penalty: 4916.893555
	Iteration 30Q: 3 clusters Score -2445132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2445127.500000 Penalty: 4916.893555
	Iteration 31Q: 3 clusters Score -2445128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2445130.000000 Penalty: 4916.893555
	Iteration 32Q: 3 clusters Score -2445130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2445136.750000 Penalty: 4916.893555
	Iteration 33Q: 3 clusters Score -2445137 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2445147.250000 Penalty: 4916.893555
	Iteration 34Q: 3 clusters Score -2445147 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2445149.500000 Penalty: 4916.893555
	Iteration 35Q: 3 clusters Score -2445150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2445153.500000 Penalty: 4916.893555
	Iteration 36Q: 3 clusters Score -2445154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2445156.000000 Penalty: 4916.893555
	Iteration 37Q: 3 clusters Score -2445156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2445158.000000 Penalty: 4916.893555
	Iteration 38Q: 3 clusters Score -2445158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2445165.000000 Penalty: 4916.893555
	Iteration 39Q: 3 clusters Score -2445165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2445166.000000 Penalty: 4916.893555
	Iteration 40F: 3 clusters Score -2445166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2445163.000000 Penalty: 4916.893555
	Iteration 41Q: 3 clusters Score -2445163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2445163.750000 Penalty: 4916.893555
	Iteration 42Q: 3 clusters Score -2445164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2445168.750000 Penalty: 4916.893555
	Iteration 43Q: 3 clusters Score -2445169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2445173.000000 Penalty: 4916.893555
	Iteration 44Q: 3 clusters Score -2445173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2445174.500000 Penalty: 4916.893555
	Iteration 45Q: 3 clusters Score -2445174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2445173.000000 Penalty: 4916.893555
	Iteration 46Q: 3 clusters Score -2445173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2445167.750000 Penalty: 4916.893555
	Iteration 47Q: 3 clusters Score -2445168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2445173.250000 Penalty: 4916.893555
	Iteration 48Q: 3 clusters Score -2445173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2445171.750000 Penalty: 4916.893555
	Iteration 49Q: 3 clusters Score -2445172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2445178.500000 Penalty: 4916.893555
	Iteration 50Q: 3 clusters Score -2445178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2445172.750000 Penalty: 4916.893555
	Iteration 51Q: 3 clusters Score -2445173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2445173.750000 Penalty: 4916.893555
	Iteration 52Q: 3 clusters Score -2445174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2445176.250000 Penalty: 4916.893555
	Iteration 53Q: 3 clusters Score -2445176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2445177.000000 Penalty: 4916.893555
	Iteration 54Q: 3 clusters Score -2445177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2445179.750000 Penalty: 4916.893555
	Iteration 55Q: 3 clusters Score -2445180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2445188.500000 Penalty: 4916.893555
	Iteration 56Q: 3 clusters Score -2445188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2445191.750000 Penalty: 4916.893555
	Iteration 57Q: 3 clusters Score -2445192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2445198.000000 Penalty: 4916.893555
	Iteration 58Q: 3 clusters Score -2445198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2445199.500000 Penalty: 4916.893555
	Iteration 59Q: 3 clusters Score -2445200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2445200.250000 Penalty: 4916.893555
	Iteration 60F: 3 clusters Score -2445200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2445198.500000 Penalty: 4916.893555
	Iteration 61Q: 3 clusters Score -2445198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2445194.000000 Penalty: 4916.893555
	Iteration 62Q: 3 clusters Score -2445194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2445198.500000 Penalty: 4916.893555
	Iteration 63Q: 3 clusters Score -2445198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2445193.500000 Penalty: 4916.893555
	Iteration 64Q: 3 clusters Score -2445194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2445194.000000 Penalty: 4916.893555
	Iteration 65Q: 3 clusters Score -2445194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2445189.250000 Penalty: 4916.893555
	Iteration 66Q: 3 clusters Score -2445189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2445195.500000 Penalty: 4916.893555
	Iteration 67Q: 3 clusters Score -2445196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2445194.500000 Penalty: 4916.893555
	Iteration 68Q: 3 clusters Score -2445194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2445193.250000 Penalty: 4916.893555
	Iteration 69Q: 3 clusters Score -2445193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2445195.000000 Penalty: 4916.893555
	Iteration 70Q: 3 clusters Score -2445195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2445189.500000 Penalty: 4916.893555
	Iteration 71Q: 3 clusters Score -2445190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2445196.500000 Penalty: 4916.893555
	Iteration 72Q: 3 clusters Score -2445196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2445206.250000 Penalty: 4916.893555
	Iteration 73Q: 3 clusters Score -2445206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2445212.250000 Penalty: 4916.893555
	Iteration 74Q: 3 clusters Score -2445212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2445214.750000 Penalty: 4916.893555
	Iteration 75Q: 3 clusters Score -2445215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2445217.750000 Penalty: 4916.893555
	Iteration 76Q: 3 clusters Score -2445218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2445222.000000 Penalty: 4916.893555
	Iteration 77Q: 3 clusters Score -2445222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2445223.250000 Penalty: 4916.893555
	Iteration 78Q: 3 clusters Score -2445223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2445226.500000 Penalty: 4916.893555
	Iteration 79Q: 3 clusters Score -2445226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2445227.750000 Penalty: 4916.893555
	Iteration 80F: 3 clusters Score -2445228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2445224.000000 Penalty: 4916.893555
	Iteration 81Q: 3 clusters Score -2445224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -2445234.500000 Penalty: 4916.893555
	Iteration 82Q: 3 clusters Score -2445234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2445235.250000 Penalty: 4916.893555
	Iteration 83Q: 3 clusters Score -2445235 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2445240.250000 Penalty: 4916.893555
	Iteration 84Q: 3 clusters Score -2445240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2445240.000000 Penalty: 4916.893555
	Iteration 85Q: 3 clusters Score -2445240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2445248.000000 Penalty: 4916.893555
	Iteration 86Q: 3 clusters Score -2445248 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2445251.500000 Penalty: 4916.893555
	Iteration 87Q: 3 clusters Score -2445252 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2445262.000000 Penalty: 4916.893555
	Iteration 88Q: 3 clusters Score -2445262 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2445271.000000 Penalty: 4916.893555
	Iteration 89Q: 3 clusters Score -2445271 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2445280.250000 Penalty: 4916.893555
	Iteration 90Q: 3 clusters Score -2445280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2445294.500000 Penalty: 4916.893555
	Iteration 91Q: 3 clusters Score -2445294 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2445305.750000 Penalty: 4916.893555
	Iteration 92Q: 3 clusters Score -2445306 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2445304.500000 Penalty: 4916.893555
	Iteration 93Q: 3 clusters Score -2445304 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2445310.250000 Penalty: 4916.893555
	Iteration 94Q: 3 clusters Score -2445310 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2445326.000000 Penalty: 4916.893555
	Iteration 95Q: 3 clusters Score -2445326 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2445335.750000 Penalty: 4916.893555
	Iteration 96Q: 3 clusters Score -2445336 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2445342.000000 Penalty: 4916.893555
	Iteration 97Q: 3 clusters Score -2445342 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2445359.000000 Penalty: 4916.893555
	Iteration 98Q: 3 clusters Score -2445359 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2445367.250000 Penalty: 4916.893555
	Iteration 99Q: 3 clusters Score -2445367 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2445380.750000 Penalty: 4916.893555
	Iteration 100F: 3 clusters Score -2445381 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -2445394.750000 Penalty: 4916.893555
	Iteration 101Q: 3 clusters Score -2445395 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2445407.250000 Penalty: 4916.893555
	Iteration 102Q: 3 clusters Score -2445407 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2445414.000000 Penalty: 4916.893555
	Iteration 103Q: 3 clusters Score -2445414 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2445430.000000 Penalty: 4916.893555
	Iteration 104Q: 3 clusters Score -2445430 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2445455.250000 Penalty: 4916.893555
	Iteration 105Q: 3 clusters Score -2445455 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2445479.750000 Penalty: 4916.893555
	Iteration 106Q: 3 clusters Score -2445480 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2445490.750000 Penalty: 4916.893555
	Iteration 107Q: 3 clusters Score -2445491 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2445513.750000 Penalty: 4916.893555
	Iteration 108Q: 3 clusters Score -2445514 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2445539.000000 Penalty: 4916.893555
	Iteration 109Q: 3 clusters Score -2445539 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2445570.000000 Penalty: 4916.893555
	Iteration 110Q: 3 clusters Score -2445570 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2445596.000000 Penalty: 4916.893555
	Iteration 111Q: 3 clusters Score -2445596 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2445627.000000 Penalty: 4916.893555
	Iteration 112Q: 3 clusters Score -2445627 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2445660.750000 Penalty: 4916.893555
	Iteration 113Q: 3 clusters Score -2445661 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2445701.750000 Penalty: 4916.893555
	Iteration 114Q: 3 clusters Score -2445702 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2445739.000000 Penalty: 4916.893555
	Iteration 115Q: 3 clusters Score -2445739 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2445803.500000 Penalty: 4916.893555
	Iteration 116Q: 3 clusters Score -2445804 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2445858.000000 Penalty: 4916.893555
	Iteration 117Q: 3 clusters Score -2445858 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2445911.000000 Penalty: 4916.893555
	Iteration 118Q: 3 clusters Score -2445911 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2445976.500000 Penalty: 4916.893555
	Iteration 119Q: 3 clusters Score -2445976 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2446015.250000 Penalty: 4916.893555
	Iteration 120F: 3 clusters Score -2446015 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2446068.000000 Penalty: 4916.893555
	Iteration 121Q: 3 clusters Score -2446068 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2446113.500000 Penalty: 4916.893555
	Iteration 122Q: 3 clusters Score -2446114 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2446160.000000 Penalty: 4916.893555
	Iteration 123Q: 3 clusters Score -2446160 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2446218.250000 Penalty: 4916.893555
	Iteration 124Q: 3 clusters Score -2446218 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2446271.500000 Penalty: 4916.893555
	Iteration 125Q: 3 clusters Score -2446272 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2446333.750000 Penalty: 4916.893555
	Iteration 126Q: 3 clusters Score -2446334 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2446407.750000 Penalty: 4916.893555
	Iteration 127Q: 3 clusters Score -2446408 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2446466.250000 Penalty: 4916.893555
	Iteration 128Q: 3 clusters Score -2446466 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2446530.750000 Penalty: 4916.893555
	Iteration 129Q: 3 clusters Score -2446531 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2446622.500000 Penalty: 4916.893555
	Iteration 130Q: 3 clusters Score -2446622 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2446673.500000 Penalty: 4916.893555
	Iteration 131Q: 3 clusters Score -2446674 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2446724.500000 Penalty: 4916.893555
	Iteration 132Q: 3 clusters Score -2446724 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2446772.750000 Penalty: 4916.893555
	Iteration 133Q: 3 clusters Score -2446773 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2446833.500000 Penalty: 4916.893555
	Iteration 134Q: 3 clusters Score -2446834 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2446856.000000 Penalty: 4916.893555
	Iteration 135Q: 3 clusters Score -2446856 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2446888.250000 Penalty: 4916.893555
	Iteration 136Q: 3 clusters Score -2446888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2446913.250000 Penalty: 4916.893555
	Iteration 137Q: 3 clusters Score -2446913 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2446932.750000 Penalty: 4916.893555
	Iteration 138Q: 3 clusters Score -2446933 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2446947.250000 Penalty: 4916.893555
	Iteration 139Q: 3 clusters Score -2446947 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2446962.250000 Penalty: 4916.893555
	Iteration 140F: 3 clusters Score -2446962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2446964.000000 Penalty: 4916.893555
	Iteration 141Q: 3 clusters Score -2446964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2446974.750000 Penalty: 4916.893555
	Iteration 142Q: 3 clusters Score -2446975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2446986.500000 Penalty: 4916.893555
	Iteration 143Q: 3 clusters Score -2446986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2446991.750000 Penalty: 4916.893555
	Iteration 144Q: 3 clusters Score -2446992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2447005.000000 Penalty: 4916.893555
	Iteration 145Q: 3 clusters Score -2447005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2447015.000000 Penalty: 4916.893555
	Iteration 146Q: 3 clusters Score -2447015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2447027.750000 Penalty: 4916.893555
	Iteration 147Q: 3 clusters Score -2447028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2447032.000000 Penalty: 4916.893555
	Iteration 148Q: 3 clusters Score -2447032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2447039.000000 Penalty: 4916.893555
	Iteration 149Q: 3 clusters Score -2447039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2447042.000000 Penalty: 4916.893555
	Iteration 150Q: 3 clusters Score -2447042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2447047.500000 Penalty: 4916.893555
	Iteration 151Q: 3 clusters Score -2447048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2447050.250000 Penalty: 4916.893555
	Iteration 152Q: 3 clusters Score -2447050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2447048.250000 Penalty: 4916.893555
	Iteration 153Q: 3 clusters Score -2447048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2447048.250000 Penalty: 4916.893555
	Iteration 154Q: 3 clusters Score -2447048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2447048.250000 Penalty: 4916.893555
	Iteration 155F: 3 clusters Score -2447048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Entering Unmasked Estep 
Score: -488429.312500 Penalty: 2058.284668
	Iteration 0F: 2 clusters Score -488429.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -484492.343750 Penalty: 4116.569336
	Iteration 0F: 3 clusters Score -484492.3 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -485357.000000 Penalty: 4116.569336
	Iteration 1F: 3 clusters Score -485357 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -485581.531250 Penalty: 4116.569336
	Iteration 2F: 3 clusters Score -485581.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -485703.093750 Penalty: 4116.569336
	Iteration 3F: 3 clusters Score -485703.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -485771.812500 Penalty: 4116.569336
	Iteration 4Q: 3 clusters Score -485771.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -485823.843750 Penalty: 4116.569336
	Iteration 5Q: 3 clusters Score -485823.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -485875.781250 Penalty: 4116.569336
	Iteration 6Q: 3 clusters Score -485875.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -485921.000000 Penalty: 4116.569336
	Iteration 7Q: 3 clusters Score -485921 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -485955.562500 Penalty: 4116.569336
	Iteration 8Q: 3 clusters Score -485955.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -485979.031250 Penalty: 4116.569336
	Iteration 9Q: 3 clusters Score -485979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -485996.281250 Penalty: 4116.569336
	Iteration 10Q: 3 clusters Score -485996.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -486009.125000 Penalty: 4116.569336
	Iteration 11Q: 3 clusters Score -486009.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -486025.562500 Penalty: 4116.569336
	Iteration 12Q: 3 clusters Score -486025.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -486040.343750 Penalty: 4116.569336
	Iteration 13Q: 3 clusters Score -486040.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -486053.718750 Penalty: 4116.569336
	Iteration 14Q: 3 clusters Score -486053.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -486066.500000 Penalty: 4116.569336
	Iteration 15Q: 3 clusters Score -486066.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -486076.031250 Penalty: 4116.569336
	Iteration 16Q: 3 clusters Score -486076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -486082.218750 Penalty: 4116.569336
	Iteration 17Q: 3 clusters Score -486082.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -486087.437500 Penalty: 4116.569336
	Iteration 18Q: 3 clusters Score -486087.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -486094.312500 Penalty: 4116.569336
	Iteration 19Q: 3 clusters Score -486094.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -486099.437500 Penalty: 4116.569336
	Iteration 20F: 3 clusters Score -486099.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -486103.250000 Penalty: 4116.569336
	Iteration 21Q: 3 clusters Score -486103.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -486109.187500 Penalty: 4116.569336
	Iteration 22Q: 3 clusters Score -486109.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -486116.937500 Penalty: 4116.569336
	Iteration 23Q: 3 clusters Score -486116.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -486127.937500 Penalty: 4116.569336
	Iteration 24Q: 3 clusters Score -486127.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -486144.156250 Penalty: 4116.569336
	Iteration 25Q: 3 clusters Score -486144.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -486157.062500 Penalty: 4116.569336
	Iteration 26Q: 3 clusters Score -486157.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -486171.781250 Penalty: 4116.569336
	Iteration 27Q: 3 clusters Score -486171.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -486179.875000 Penalty: 4116.569336
	Iteration 28Q: 3 clusters Score -486179.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -486188.343750 Penalty: 4116.569336
	Iteration 29Q: 3 clusters Score -486188.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -486193.781250 Penalty: 4116.569336
	Iteration 30Q: 3 clusters Score -486193.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -486205.312500 Penalty: 4116.569336
	Iteration 31Q: 3 clusters Score -486205.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -486218.687500 Penalty: 4116.569336
	Iteration 32Q: 3 clusters Score -486218.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -486236.281250 Penalty: 4116.569336
	Iteration 33Q: 3 clusters Score -486236.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -486258.375000 Penalty: 4116.569336
	Iteration 34Q: 3 clusters Score -486258.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -486282.250000 Penalty: 4116.569336
	Iteration 35Q: 3 clusters Score -486282.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -486304.125000 Penalty: 4116.569336
	Iteration 36Q: 3 clusters Score -486304.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -486328.906250 Penalty: 4116.569336
	Iteration 37Q: 3 clusters Score -486328.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -486349.718750 Penalty: 4116.569336
	Iteration 38Q: 3 clusters Score -486349.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -486374.562500 Penalty: 4116.569336
	Iteration 39Q: 3 clusters Score -486374.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -486413.375000 Penalty: 4116.569336
	Iteration 40F: 3 clusters Score -486413.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -486467.156250 Penalty: 4116.569336
	Iteration 41Q: 3 clusters Score -486467.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -486536.625000 Penalty: 4116.569336
	Iteration 42Q: 3 clusters Score -486536.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -486620.093750 Penalty: 4116.569336
	Iteration 43Q: 3 clusters Score -486620.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -486703.968750 Penalty: 4116.569336
	Iteration 44Q: 3 clusters Score -486704 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -486785.125000 Penalty: 4116.569336
	Iteration 45Q: 3 clusters Score -486785.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -486867.812500 Penalty: 4116.569336
	Iteration 46Q: 3 clusters Score -486867.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -486919.718750 Penalty: 4116.569336
	Iteration 47Q: 3 clusters Score -486919.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -486965.218750 Penalty: 4116.569336
	Iteration 48Q: 3 clusters Score -486965.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -487018.156250 Penalty: 4116.569336
	Iteration 49Q: 3 clusters Score -487018.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -487078.187500 Penalty: 4116.569336
	Iteration 50Q: 3 clusters Score -487078.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -487129.906250 Penalty: 4116.569336
	Iteration 51Q: 3 clusters Score -487129.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -487170.218750 Penalty: 4116.569336
	Iteration 52Q: 3 clusters Score -487170.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -487214.625000 Penalty: 4116.569336
	Iteration 53Q: 3 clusters Score -487214.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -487241.343750 Penalty: 4116.569336
	Iteration 54Q: 3 clusters Score -487241.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -487265.593750 Penalty: 4116.569336
	Iteration 55Q: 3 clusters Score -487265.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -487281.281250 Penalty: 4116.569336
	Iteration 56Q: 3 clusters Score -487281.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -487291.656250 Penalty: 4116.569336
	Iteration 57Q: 3 clusters Score -487291.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -487297.781250 Penalty: 4116.569336
	Iteration 58Q: 3 clusters Score -487297.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -487301.125000 Penalty: 4116.569336
	Iteration 59Q: 3 clusters Score -487301.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -487307.656250 Penalty: 4116.569336
	Iteration 60F: 3 clusters Score -487307.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -487309.843750 Penalty: 4116.569336
	Iteration 61Q: 3 clusters Score -487309.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -487314.750000 Penalty: 4116.569336
	Iteration 62Q: 3 clusters Score -487314.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -487322.718750 Penalty: 4116.569336
	Iteration 63Q: 3 clusters Score -487322.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -487328.218750 Penalty: 4116.569336
	Iteration 64Q: 3 clusters Score -487328.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -487334.625000 Penalty: 4116.569336
	Iteration 65Q: 3 clusters Score -487334.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -487340.093750 Penalty: 4116.569336
	Iteration 66Q: 3 clusters Score -487340.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -487345.312500 Penalty: 4116.569336
	Iteration 67Q: 3 clusters Score -487345.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -487346.875000 Penalty: 4116.569336
	Iteration 68Q: 3 clusters Score -487346.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -487351.156250 Penalty: 4116.569336
	Iteration 69Q: 3 clusters Score -487351.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -487354.875000 Penalty: 4116.569336
	Iteration 70Q: 3 clusters Score -487354.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -487361.812500 Penalty: 4116.569336
	Iteration 71Q: 3 clusters Score -487361.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -487363.343750 Penalty: 4116.569336
	Iteration 72Q: 3 clusters Score -487363.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -487362.593750 Penalty: 4116.569336
	Iteration 73Q: 3 clusters Score -487362.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -487362.656250 Penalty: 4116.569336
	Iteration 74Q: 3 clusters Score -487362.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -487363.937500 Penalty: 4116.569336
	Iteration 75Q: 3 clusters Score -487363.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -487363.468750 Penalty: 4116.569336
	Iteration 76Q: 3 clusters Score -487363.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -487363.468750 Penalty: 4116.569336
	Iteration 77F: 3 clusters Score -487363.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -118333.671875 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -118333.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -116432.218750 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -116432.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -116850.937500 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -116850.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -117119.742188 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -117119.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -117395.156250 Penalty: 3440.907715
	Iteration 3F: 3 clusters Score -117395.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -117644.718750 Penalty: 3440.907715
	Iteration 4F: 3 clusters Score -117644.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -117828.773438 Penalty: 3440.907715
	Iteration 5F: 3 clusters Score -117828.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -118061.945312 Penalty: 3440.907715
	Iteration 6Q: 3 clusters Score -118061.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -118164.992188 Penalty: 3440.907715
	Iteration 7Q: 3 clusters Score -118165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -118190.054688 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -118190.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -118202.234375 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -118202.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -118208.273438 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -118208.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -118212.914062 Penalty: 3440.907715
	Iteration 11Q: 3 clusters Score -118212.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -118212.914062 Penalty: 3440.907715
	Iteration 12F: 3 clusters Score -118212.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17602 members 
Mstep: Class 4 contains 9832 members 
Mstep: Class 5 contains 21382 members 
Mstep: Class 6 contains 180758 members 
Mstep: Class 7 contains 14794 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43174 members 
Mstep: Class 10 contains 9664 members 
Mstep: Class 11 contains 19404 members 
Mstep: Class 12 contains 84497 members 
Mstep: Class 13 contains 9183 members 
Mstep: Class 14 contains 44751 members 
Mstep: Class 15 contains 3699 members 
Mstep: Class 16 contains 236405 members 
Mstep: Class 17 contains 232082 members 
Mstep: Class 18 contains 16278 members 
Mstep: Class 19 contains 10152 members 
Mstep: Class 20 contains 217967 members 
Mstep: Class 21 contains 2796 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 10755 members 
Mstep: Class 26 contains 20193 members 
Mstep: Class 27 contains 4022 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600128.000000 Penalty: 97617.203125
Iteration 359Q: 29 clusters Score -1.546001e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17606 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 21342 members 
Mstep: Class 6 contains 180687 members 
Mstep: Class 7 contains 14773 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43168 members 
Mstep: Class 10 contains 9666 members 
Mstep: Class 11 contains 19407 members 
Mstep: Class 12 contains 84495 members 
Mstep: Class 13 contains 9182 members 
Mstep: Class 14 contains 44685 members 
Mstep: Class 15 contains 3699 members 
Mstep: Class 16 contains 236427 members 
Mstep: Class 17 contains 232162 members 
Mstep: Class 18 contains 16277 members 
Mstep: Class 19 contains 10141 members 
Mstep: Class 20 contains 218083 members 
Mstep: Class 21 contains 2795 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 10760 members 
Mstep: Class 26 contains 20194 members 
Mstep: Class 27 contains 4023 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600032.000000 Penalty: 97617.203125
Iteration 360F: 29 clusters Score -1.546e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17606 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 21303 members 
Mstep: Class 6 contains 180634 members 
Mstep: Class 7 contains 14751 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43162 members 
Mstep: Class 10 contains 9667 members 
Mstep: Class 11 contains 19413 members 
Mstep: Class 12 contains 84502 members 
Mstep: Class 13 contains 9182 members 
Mstep: Class 14 contains 44616 members 
Mstep: Class 15 contains 3699 members 
Mstep: Class 16 contains 236436 members 
Mstep: Class 17 contains 232239 members 
Mstep: Class 18 contains 16277 members 
Mstep: Class 19 contains 10121 members 
Mstep: Class 20 contains 218208 members 
Mstep: Class 21 contains 2794 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 10763 members 
Mstep: Class 26 contains 20196 members 
Mstep: Class 27 contains 4021 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599840.000000 Penalty: 97617.203125
Iteration 361Q: 29 clusters Score -1.545998e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17608 members 
Mstep: Class 4 contains 9838 members 
Mstep: Class 5 contains 21256 members 
Mstep: Class 6 contains 180594 members 
Mstep: Class 7 contains 14732 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43162 members 
Mstep: Class 10 contains 9669 members 
Mstep: Class 11 contains 19417 members 
Mstep: Class 12 contains 84506 members 
Mstep: Class 13 contains 9181 members 
Mstep: Class 14 contains 44550 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 236446 members 
Mstep: Class 17 contains 232297 members 
Mstep: Class 18 contains 16277 members 
Mstep: Class 19 contains 10108 members 
Mstep: Class 20 contains 218322 members 
Mstep: Class 21 contains 2794 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 10773 members 
Mstep: Class 26 contains 20193 members 
Mstep: Class 27 contains 4021 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599952.000000 Penalty: 97617.203125
Iteration 362Q: 29 clusters Score -1.546e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17610 members 
Mstep: Class 4 contains 9840 members 
Mstep: Class 5 contains 21207 members 
Mstep: Class 6 contains 180578 members 
Mstep: Class 7 contains 14717 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43156 members 
Mstep: Class 10 contains 9670 members 
Mstep: Class 11 contains 19420 members 
Mstep: Class 12 contains 84508 members 
Mstep: Class 13 contains 9181 members 
Mstep: Class 14 contains 44495 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 236447 members 
Mstep: Class 17 contains 232403 members 
Mstep: Class 18 contains 16278 members 
Mstep: Class 19 contains 10098 members 
Mstep: Class 20 contains 218389 members 
Mstep: Class 21 contains 2792 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2340 members 
Mstep: Class 25 contains 10772 members 
Mstep: Class 26 contains 20192 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600160.000000 Penalty: 97617.203125
Iteration 363Q: 29 clusters Score -1.546002e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53549 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17612 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 21158 members 
Mstep: Class 6 contains 180555 members 
Mstep: Class 7 contains 14700 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43150 members 
Mstep: Class 10 contains 9670 members 
Mstep: Class 11 contains 19421 members 
Mstep: Class 12 contains 84508 members 
Mstep: Class 13 contains 9181 members 
Mstep: Class 14 contains 44442 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 236486 members 
Mstep: Class 17 contains 232501 members 
Mstep: Class 18 contains 16281 members 
Mstep: Class 19 contains 10087 members 
Mstep: Class 20 contains 218428 members 
Mstep: Class 21 contains 2792 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 10774 members 
Mstep: Class 26 contains 20196 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599984.000000 Penalty: 97617.203125
Iteration 364Q: 29 clusters Score -1.546e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53547 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17610 members 
Mstep: Class 4 contains 9828 members 
Mstep: Class 5 contains 21112 members 
Mstep: Class 6 contains 180524 members 
Mstep: Class 7 contains 14687 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43145 members 
Mstep: Class 10 contains 9670 members 
Mstep: Class 11 contains 19423 members 
Mstep: Class 12 contains 84503 members 
Mstep: Class 13 contains 9180 members 
Mstep: Class 14 contains 44383 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 236493 members 
Mstep: Class 17 contains 232634 members 
Mstep: Class 18 contains 16285 members 
Mstep: Class 19 contains 10067 members 
Mstep: Class 20 contains 218473 members 
Mstep: Class 21 contains 2793 members 
Mstep: Class 22 contains 3744 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 10774 members 
Mstep: Class 26 contains 20192 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599808.000000 Penalty: 97617.203125
Iteration 365Q: 29 clusters Score -1.545998e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17612 members 
Mstep: Class 4 contains 9826 members 
Mstep: Class 5 contains 21083 members 
Mstep: Class 6 contains 180482 members 
Mstep: Class 7 contains 14672 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43143 members 
Mstep: Class 10 contains 9671 members 
Mstep: Class 11 contains 19424 members 
Mstep: Class 12 contains 84505 members 
Mstep: Class 13 contains 9180 members 
Mstep: Class 14 contains 44333 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 236527 members 
Mstep: Class 17 contains 232691 members 
Mstep: Class 18 contains 16287 members 
Mstep: Class 19 contains 10052 members 
Mstep: Class 20 contains 218538 members 
Mstep: Class 21 contains 2794 members 
Mstep: Class 22 contains 3744 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 10775 members 
Mstep: Class 26 contains 20190 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599728.000000 Penalty: 97617.203125
Iteration 366Q: 29 clusters Score -1.545997e+08 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17614 members 
Mstep: Class 4 contains 9832 members 
Mstep: Class 5 contains 21042 members 
Mstep: Class 6 contains 180452 members 
Mstep: Class 7 contains 14667 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43143 members 
Mstep: Class 10 contains 9672 members 
Mstep: Class 11 contains 19427 members 
Mstep: Class 12 contains 84507 members 
Mstep: Class 13 contains 9180 members 
Mstep: Class 14 contains 44272 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 236587 members 
Mstep: Class 17 contains 232737 members 
Mstep: Class 18 contains 16288 members 
Mstep: Class 19 contains 10034 members 
Mstep: Class 20 contains 218584 members 
Mstep: Class 21 contains 2793 members 
Mstep: Class 22 contains 3744 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 10776 members 
Mstep: Class 26 contains 20187 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599728.000000 Penalty: 97617.203125
Iteration 367Q: 29 clusters Score -1.545997e+08 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17618 members 
Mstep: Class 4 contains 9839 members 
Mstep: Class 5 contains 21000 members 
Mstep: Class 6 contains 180415 members 
Mstep: Class 7 contains 14662 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43139 members 
Mstep: Class 10 contains 9673 members 
Mstep: Class 11 contains 19427 members 
Mstep: Class 12 contains 84506 members 
Mstep: Class 13 contains 9180 members 
Mstep: Class 14 contains 44212 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 236684 members 
Mstep: Class 17 contains 232786 members 
Mstep: Class 18 contains 16281 members 
Mstep: Class 19 contains 10023 members 
Mstep: Class 20 contains 218621 members 
Mstep: Class 21 contains 2794 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 10779 members 
Mstep: Class 26 contains 20183 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599744.000000 Penalty: 97617.203125
Iteration 368Q: 29 clusters Score -1.545997e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17619 members 
Mstep: Class 4 contains 9841 members 
Mstep: Class 5 contains 20963 members 
Mstep: Class 6 contains 180391 members 
Mstep: Class 7 contains 14653 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43137 members 
Mstep: Class 10 contains 9673 members 
Mstep: Class 11 contains 19426 members 
Mstep: Class 12 contains 84504 members 
Mstep: Class 13 contains 9180 members 
Mstep: Class 14 contains 44145 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 236741 members 
Mstep: Class 17 contains 232876 members 
Mstep: Class 18 contains 16283 members 
Mstep: Class 19 contains 10011 members 
Mstep: Class 20 contains 218638 members 
Mstep: Class 21 contains 2795 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2324 members 
Mstep: Class 25 contains 10783 members 
Mstep: Class 26 contains 20184 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599808.000000 Penalty: 97617.203125
Iteration 369Q: 29 clusters Score -1.545998e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17619 members 
Mstep: Class 4 contains 9843 members 
Mstep: Class 5 contains 20925 members 
Mstep: Class 6 contains 180363 members 
Mstep: Class 7 contains 14646 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43140 members 
Mstep: Class 10 contains 9674 members 
Mstep: Class 11 contains 19424 members 
Mstep: Class 12 contains 84500 members 
Mstep: Class 13 contains 9180 members 
Mstep: Class 14 contains 44094 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 236756 members 
Mstep: Class 17 contains 232991 members 
Mstep: Class 18 contains 16285 members 
Mstep: Class 19 contains 10004 members 
Mstep: Class 20 contains 218645 members 
Mstep: Class 21 contains 2795 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 10791 members 
Mstep: Class 26 contains 20184 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599808.000000 Penalty: 97617.203125
Iteration 370Q: 29 clusters Score -1.545998e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17620 members 
Mstep: Class 4 contains 9846 members 
Mstep: Class 5 contains 20887 members 
Mstep: Class 6 contains 180328 members 
Mstep: Class 7 contains 14634 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43146 members 
Mstep: Class 10 contains 9674 members 
Mstep: Class 11 contains 19423 members 
Mstep: Class 12 contains 84504 members 
Mstep: Class 13 contains 9180 members 
Mstep: Class 14 contains 44042 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 236768 members 
Mstep: Class 17 contains 233131 members 
Mstep: Class 18 contains 16281 members 
Mstep: Class 19 contains 9992 members 
Mstep: Class 20 contains 218642 members 
Mstep: Class 21 contains 2796 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2327 members 
Mstep: Class 25 contains 10794 members 
Mstep: Class 26 contains 20183 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599904.000000 Penalty: 97617.203125
Iteration 371Q: 29 clusters Score -1.545999e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53454 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17620 members 
Mstep: Class 4 contains 9846 members 
Mstep: Class 5 contains 20859 members 
Mstep: Class 6 contains 180286 members 
Mstep: Class 7 contains 14621 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43147 members 
Mstep: Class 10 contains 9674 members 
Mstep: Class 11 contains 19426 members 
Mstep: Class 12 contains 84506 members 
Mstep: Class 13 contains 9180 members 
Mstep: Class 14 contains 44000 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 236778 members 
Mstep: Class 17 contains 233264 members 
Mstep: Class 18 contains 16273 members 
Mstep: Class 19 contains 9984 members 
Mstep: Class 20 contains 218643 members 
Mstep: Class 21 contains 2796 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2327 members 
Mstep: Class 25 contains 10795 members 
Mstep: Class 26 contains 20183 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599936.000000 Penalty: 97617.203125
Iteration 372Q: 29 clusters Score -1.545999e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17620 members 
Mstep: Class 4 contains 9847 members 
Mstep: Class 5 contains 20828 members 
Mstep: Class 6 contains 180261 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43154 members 
Mstep: Class 10 contains 9674 members 
Mstep: Class 11 contains 19426 members 
Mstep: Class 12 contains 84512 members 
Mstep: Class 13 contains 9180 members 
Mstep: Class 14 contains 43950 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 236804 members 
Mstep: Class 17 contains 233365 members 
Mstep: Class 18 contains 16273 members 
Mstep: Class 19 contains 9979 members 
Mstep: Class 20 contains 218632 members 
Mstep: Class 21 contains 2795 members 
Mstep: Class 22 contains 3744 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 10797 members 
Mstep: Class 26 contains 20184 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600048.000000 Penalty: 97617.203125
Iteration 373Q: 29 clusters Score -1.546e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17622 members 
Mstep: Class 4 contains 9847 members 
Mstep: Class 5 contains 20790 members 
Mstep: Class 6 contains 180234 members 
Mstep: Class 7 contains 14592 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43150 members 
Mstep: Class 10 contains 9675 members 
Mstep: Class 11 contains 19427 members 
Mstep: Class 12 contains 84519 members 
Mstep: Class 13 contains 9180 members 
Mstep: Class 14 contains 43906 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 236859 members 
Mstep: Class 17 contains 233482 members 
Mstep: Class 18 contains 16271 members 
Mstep: Class 19 contains 9971 members 
Mstep: Class 20 contains 218598 members 
Mstep: Class 21 contains 2795 members 
Mstep: Class 22 contains 3744 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2322 members 
Mstep: Class 25 contains 10798 members 
Mstep: Class 26 contains 20184 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600112.000000 Penalty: 97617.203125
Iteration 374Q: 29 clusters Score -1.546001e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17620 members 
Mstep: Class 4 contains 9856 members 
Mstep: Class 5 contains 20750 members 
Mstep: Class 6 contains 180207 members 
Mstep: Class 7 contains 14573 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43148 members 
Mstep: Class 10 contains 9677 members 
Mstep: Class 11 contains 19427 members 
Mstep: Class 12 contains 84518 members 
Mstep: Class 13 contains 9180 members 
Mstep: Class 14 contains 43869 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 236914 members 
Mstep: Class 17 contains 233600 members 
Mstep: Class 18 contains 16269 members 
Mstep: Class 19 contains 9964 members 
Mstep: Class 20 contains 218554 members 
Mstep: Class 21 contains 2795 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2320 members 
Mstep: Class 25 contains 10802 members 
Mstep: Class 26 contains 20186 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600032.000000 Penalty: 97617.203125
Iteration 375Q: 29 clusters Score -1.546e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53430 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17619 members 
Mstep: Class 4 contains 9855 members 
Mstep: Class 5 contains 20715 members 
Mstep: Class 6 contains 180192 members 
Mstep: Class 7 contains 14556 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43155 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 19425 members 
Mstep: Class 12 contains 84500 members 
Mstep: Class 13 contains 9180 members 
Mstep: Class 14 contains 43831 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 236966 members 
Mstep: Class 17 contains 233701 members 
Mstep: Class 18 contains 16269 members 
Mstep: Class 19 contains 9959 members 
Mstep: Class 20 contains 218522 members 
Mstep: Class 21 contains 2795 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2320 members 
Mstep: Class 25 contains 10806 members 
Mstep: Class 26 contains 20188 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600048.000000 Penalty: 97617.203125
Iteration 376Q: 29 clusters Score -1.546e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17620 members 
Mstep: Class 4 contains 9860 members 
Mstep: Class 5 contains 20683 members 
Mstep: Class 6 contains 180176 members 
Mstep: Class 7 contains 14546 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43154 members 
Mstep: Class 10 contains 9680 members 
Mstep: Class 11 contains 19425 members 
Mstep: Class 12 contains 84490 members 
Mstep: Class 13 contains 9179 members 
Mstep: Class 14 contains 43779 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 236992 members 
Mstep: Class 17 contains 233836 members 
Mstep: Class 18 contains 16272 members 
Mstep: Class 19 contains 9955 members 
Mstep: Class 20 contains 218471 members 
Mstep: Class 21 contains 2794 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 10815 members 
Mstep: Class 26 contains 20189 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599824.000000 Penalty: 97617.203125
Iteration 377Q: 29 clusters Score -1.545998e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53421 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17622 members 
Mstep: Class 4 contains 9862 members 
Mstep: Class 5 contains 20657 members 
Mstep: Class 6 contains 180194 members 
Mstep: Class 7 contains 14538 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43155 members 
Mstep: Class 10 contains 9682 members 
Mstep: Class 11 contains 19424 members 
Mstep: Class 12 contains 84482 members 
Mstep: Class 13 contains 9178 members 
Mstep: Class 14 contains 43723 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 237005 members 
Mstep: Class 17 contains 233965 members 
Mstep: Class 18 contains 16269 members 
Mstep: Class 19 contains 9955 members 
Mstep: Class 20 contains 218403 members 
Mstep: Class 21 contains 2793 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2327 members 
Mstep: Class 25 contains 10818 members 
Mstep: Class 26 contains 20191 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599904.000000 Penalty: 97617.203125
Iteration 378Q: 29 clusters Score -1.545999e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17625 members 
Mstep: Class 4 contains 9859 members 
Mstep: Class 5 contains 20633 members 
Mstep: Class 6 contains 180191 members 
Mstep: Class 7 contains 14533 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43152 members 
Mstep: Class 10 contains 9683 members 
Mstep: Class 11 contains 19427 members 
Mstep: Class 12 contains 84471 members 
Mstep: Class 13 contains 9178 members 
Mstep: Class 14 contains 43693 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 236967 members 
Mstep: Class 17 contains 234180 members 
Mstep: Class 18 contains 16269 members 
Mstep: Class 19 contains 9953 members 
Mstep: Class 20 contains 218291 members 
Mstep: Class 21 contains 2792 members 
Mstep: Class 22 contains 3739 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 10822 members 
Mstep: Class 26 contains 20191 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599920.000000 Penalty: 97617.203125
Iteration 379Q: 29 clusters Score -1.545999e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17629 members 
Mstep: Class 4 contains 9857 members 
Mstep: Class 5 contains 20607 members 
Mstep: Class 6 contains 180197 members 
Mstep: Class 7 contains 14520 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43151 members 
Mstep: Class 10 contains 9684 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 84459 members 
Mstep: Class 13 contains 9178 members 
Mstep: Class 14 contains 43683 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 236957 members 
Mstep: Class 17 contains 234335 members 
Mstep: Class 18 contains 16266 members 
Mstep: Class 19 contains 9954 members 
Mstep: Class 20 contains 218185 members 
Mstep: Class 21 contains 2792 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 10820 members 
Mstep: Class 26 contains 20195 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600032.000000 Penalty: 97617.203125
Iteration 380F: 29 clusters Score -1.546e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53446 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17630 members 
Mstep: Class 4 contains 9856 members 
Mstep: Class 5 contains 20582 members 
Mstep: Class 6 contains 180208 members 
Mstep: Class 7 contains 14513 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43152 members 
Mstep: Class 10 contains 9685 members 
Mstep: Class 11 contains 19429 members 
Mstep: Class 12 contains 84445 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 43660 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 236936 members 
Mstep: Class 17 contains 234482 members 
Mstep: Class 18 contains 16264 members 
Mstep: Class 19 contains 9956 members 
Mstep: Class 20 contains 218098 members 
Mstep: Class 21 contains 2792 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 10826 members 
Mstep: Class 26 contains 20197 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600160.000000 Penalty: 97617.203125
Iteration 381Q: 29 clusters Score -1.546002e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17630 members 
Mstep: Class 4 contains 9857 members 
Mstep: Class 5 contains 20559 members 
Mstep: Class 6 contains 180233 members 
Mstep: Class 7 contains 14509 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43157 members 
Mstep: Class 10 contains 9687 members 
Mstep: Class 11 contains 19429 members 
Mstep: Class 12 contains 84429 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 43614 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 236939 members 
Mstep: Class 17 contains 234612 members 
Mstep: Class 18 contains 16264 members 
Mstep: Class 19 contains 9952 members 
Mstep: Class 20 contains 218018 members 
Mstep: Class 21 contains 2792 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2330 members 
Mstep: Class 25 contains 10833 members 
Mstep: Class 26 contains 20198 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600160.000000 Penalty: 97617.203125
Iteration 382Q: 29 clusters Score -1.546002e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17632 members 
Mstep: Class 4 contains 9856 members 
Mstep: Class 5 contains 20528 members 
Mstep: Class 6 contains 180240 members 
Mstep: Class 7 contains 14503 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43162 members 
Mstep: Class 10 contains 9689 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 84422 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 43580 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 236967 members 
Mstep: Class 17 contains 234739 members 
Mstep: Class 18 contains 16262 members 
Mstep: Class 19 contains 9948 members 
Mstep: Class 20 contains 217941 members 
Mstep: Class 21 contains 2791 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2330 members 
Mstep: Class 25 contains 10831 members 
Mstep: Class 26 contains 20198 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600096.000000 Penalty: 97617.203125
Iteration 383Q: 29 clusters Score -1.546001e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17633 members 
Mstep: Class 4 contains 9855 members 
Mstep: Class 5 contains 20500 members 
Mstep: Class 6 contains 180275 members 
Mstep: Class 7 contains 14496 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43164 members 
Mstep: Class 10 contains 9691 members 
Mstep: Class 11 contains 19433 members 
Mstep: Class 12 contains 84421 members 
Mstep: Class 13 contains 9176 members 
Mstep: Class 14 contains 43543 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 236972 members 
Mstep: Class 17 contains 234891 members 
Mstep: Class 18 contains 16262 members 
Mstep: Class 19 contains 9942 members 
Mstep: Class 20 contains 217821 members 
Mstep: Class 21 contains 2790 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2330 members 
Mstep: Class 25 contains 10834 members 
Mstep: Class 26 contains 20199 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600288.000000 Penalty: 97617.203125
Iteration 384Q: 29 clusters Score -1.546003e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53430 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17635 members 
Mstep: Class 4 contains 9848 members 
Mstep: Class 5 contains 20466 members 
Mstep: Class 6 contains 180305 members 
Mstep: Class 7 contains 14491 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43166 members 
Mstep: Class 10 contains 9692 members 
Mstep: Class 11 contains 19435 members 
Mstep: Class 12 contains 84419 members 
Mstep: Class 13 contains 9176 members 
Mstep: Class 14 contains 43496 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 237005 members 
Mstep: Class 17 contains 235041 members 
Mstep: Class 18 contains 16263 members 
Mstep: Class 19 contains 9939 members 
Mstep: Class 20 contains 217704 members 
Mstep: Class 21 contains 2790 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2330 members 
Mstep: Class 25 contains 10835 members 
Mstep: Class 26 contains 20200 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600096.000000 Penalty: 97617.203125
Iteration 385Q: 29 clusters Score -1.546001e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17637 members 
Mstep: Class 4 contains 9845 members 
Mstep: Class 5 contains 20432 members 
Mstep: Class 6 contains 180307 members 
Mstep: Class 7 contains 14486 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43171 members 
Mstep: Class 10 contains 9692 members 
Mstep: Class 11 contains 19436 members 
Mstep: Class 12 contains 84425 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 43472 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 237016 members 
Mstep: Class 17 contains 235184 members 
Mstep: Class 18 contains 16259 members 
Mstep: Class 19 contains 9935 members 
Mstep: Class 20 contains 217612 members 
Mstep: Class 21 contains 2790 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2330 members 
Mstep: Class 25 contains 10835 members 
Mstep: Class 26 contains 20201 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600176.000000 Penalty: 97617.203125
Iteration 386Q: 29 clusters Score -1.546002e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53412 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17638 members 
Mstep: Class 4 contains 9844 members 
Mstep: Class 5 contains 20400 members 
Mstep: Class 6 contains 180311 members 
Mstep: Class 7 contains 14483 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43172 members 
Mstep: Class 10 contains 9692 members 
Mstep: Class 11 contains 19437 members 
Mstep: Class 12 contains 84427 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 43444 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 237017 members 
Mstep: Class 17 contains 235345 members 
Mstep: Class 18 contains 16258 members 
Mstep: Class 19 contains 9936 members 
Mstep: Class 20 contains 217514 members 
Mstep: Class 21 contains 2791 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2330 members 
Mstep: Class 25 contains 10836 members 
Mstep: Class 26 contains 20204 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599936.000000 Penalty: 97617.203125
Iteration 387Q: 29 clusters Score -1.545999e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17639 members 
Mstep: Class 4 contains 9850 members 
Mstep: Class 5 contains 20368 members 
Mstep: Class 6 contains 180329 members 
Mstep: Class 7 contains 14474 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43174 members 
Mstep: Class 10 contains 9692 members 
Mstep: Class 11 contains 19438 members 
Mstep: Class 12 contains 84422 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 43405 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 237042 members 
Mstep: Class 17 contains 235484 members 
Mstep: Class 18 contains 16258 members 
Mstep: Class 19 contains 9930 members 
Mstep: Class 20 contains 217422 members 
Mstep: Class 21 contains 2791 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2330 members 
Mstep: Class 25 contains 10836 members 
Mstep: Class 26 contains 20208 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600032.000000 Penalty: 97617.203125
Iteration 388Q: 29 clusters Score -1.546e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53395 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17642 members 
Mstep: Class 4 contains 9851 members 
Mstep: Class 5 contains 20348 members 
Mstep: Class 6 contains 180335 members 
Mstep: Class 7 contains 14469 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43175 members 
Mstep: Class 10 contains 9692 members 
Mstep: Class 11 contains 19438 members 
Mstep: Class 12 contains 84425 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 43369 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 237079 members 
Mstep: Class 17 contains 235587 members 
Mstep: Class 18 contains 16264 members 
Mstep: Class 19 contains 9930 members 
Mstep: Class 20 contains 217316 members 
Mstep: Class 21 contains 2791 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 10846 members 
Mstep: Class 26 contains 20211 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600192.000000 Penalty: 97617.203125
Iteration 389Q: 29 clusters Score -1.546002e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17644 members 
Mstep: Class 4 contains 9855 members 
Mstep: Class 5 contains 20320 members 
Mstep: Class 6 contains 180356 members 
Mstep: Class 7 contains 14464 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43169 members 
Mstep: Class 10 contains 9694 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 84434 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 43340 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 237122 members 
Mstep: Class 17 contains 235666 members 
Mstep: Class 18 contains 16266 members 
Mstep: Class 19 contains 9930 members 
Mstep: Class 20 contains 217203 members 
Mstep: Class 21 contains 2791 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 10857 members 
Mstep: Class 26 contains 20217 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600400.000000 Penalty: 97617.203125
Iteration 390Q: 29 clusters Score -1.546004e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53381 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17646 members 
Mstep: Class 4 contains 9855 members 
Mstep: Class 5 contains 20299 members 
Mstep: Class 6 contains 180372 members 
Mstep: Class 7 contains 14460 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43169 members 
Mstep: Class 10 contains 9694 members 
Mstep: Class 11 contains 19442 members 
Mstep: Class 12 contains 84439 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 43306 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 237183 members 
Mstep: Class 17 contains 235735 members 
Mstep: Class 18 contains 16264 members 
Mstep: Class 19 contains 9932 members 
Mstep: Class 20 contains 217109 members 
Mstep: Class 21 contains 2792 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 10859 members 
Mstep: Class 26 contains 20222 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600192.000000 Penalty: 97617.203125
Iteration 391Q: 29 clusters Score -1.546002e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17645 members 
Mstep: Class 4 contains 9859 members 
Mstep: Class 5 contains 20273 members 
Mstep: Class 6 contains 180413 members 
Mstep: Class 7 contains 14457 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43173 members 
Mstep: Class 10 contains 9695 members 
Mstep: Class 11 contains 19442 members 
Mstep: Class 12 contains 84442 members 
Mstep: Class 13 contains 9173 members 
Mstep: Class 14 contains 43262 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 237213 members 
Mstep: Class 17 contains 235850 members 
Mstep: Class 18 contains 16263 members 
Mstep: Class 19 contains 9926 members 
Mstep: Class 20 contains 217006 members 
Mstep: Class 21 contains 2793 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 10859 members 
Mstep: Class 26 contains 20227 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600432.000000 Penalty: 97617.203125
Iteration 392Q: 29 clusters Score -1.546004e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53349 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17646 members 
Mstep: Class 4 contains 9857 members 
Mstep: Class 5 contains 20256 members 
Mstep: Class 6 contains 180428 members 
Mstep: Class 7 contains 14450 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43175 members 
Mstep: Class 10 contains 9695 members 
Mstep: Class 11 contains 19442 members 
Mstep: Class 12 contains 84442 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 43216 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 237206 members 
Mstep: Class 17 contains 236027 members 
Mstep: Class 18 contains 16262 members 
Mstep: Class 19 contains 9923 members 
Mstep: Class 20 contains 216907 members 
Mstep: Class 21 contains 2795 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 10854 members 
Mstep: Class 26 contains 20228 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600272.000000 Penalty: 97617.203125
Iteration 393Q: 29 clusters Score -1.546003e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53342 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17647 members 
Mstep: Class 4 contains 9856 members 
Mstep: Class 5 contains 20243 members 
Mstep: Class 6 contains 180463 members 
Mstep: Class 7 contains 14443 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43168 members 
Mstep: Class 10 contains 9695 members 
Mstep: Class 11 contains 19443 members 
Mstep: Class 12 contains 84445 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 43187 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 237202 members 
Mstep: Class 17 contains 236132 members 
Mstep: Class 18 contains 16262 members 
Mstep: Class 19 contains 9922 members 
Mstep: Class 20 contains 216828 members 
Mstep: Class 21 contains 2795 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 10853 members 
Mstep: Class 26 contains 20228 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600128.000000 Penalty: 97617.203125
Iteration 394Q: 29 clusters Score -1.546001e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17650 members 
Mstep: Class 4 contains 9851 members 
Mstep: Class 5 contains 20237 members 
Mstep: Class 6 contains 180485 members 
Mstep: Class 7 contains 14439 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43174 members 
Mstep: Class 10 contains 9695 members 
Mstep: Class 11 contains 19445 members 
Mstep: Class 12 contains 84451 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 43173 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 237191 members 
Mstep: Class 17 contains 236233 members 
Mstep: Class 18 contains 16256 members 
Mstep: Class 19 contains 9921 members 
Mstep: Class 20 contains 216750 members 
Mstep: Class 21 contains 2796 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 10848 members 
Mstep: Class 26 contains 20228 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599936.000000 Penalty: 97617.203125
Iteration 395Q: 29 clusters Score -1.545999e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17652 members 
Mstep: Class 4 contains 9850 members 
Mstep: Class 5 contains 20230 members 
Mstep: Class 6 contains 180470 members 
Mstep: Class 7 contains 14436 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43174 members 
Mstep: Class 10 contains 9695 members 
Mstep: Class 11 contains 19445 members 
Mstep: Class 12 contains 84448 members 
Mstep: Class 13 contains 9173 members 
Mstep: Class 14 contains 43147 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 237231 members 
Mstep: Class 17 contains 236356 members 
Mstep: Class 18 contains 16252 members 
Mstep: Class 19 contains 9918 members 
Mstep: Class 20 contains 216659 members 
Mstep: Class 21 contains 2798 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 10853 members 
Mstep: Class 26 contains 20228 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600304.000000 Penalty: 97617.203125
Iteration 396Q: 29 clusters Score -1.546003e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17652 members 
Mstep: Class 4 contains 9850 members 
Mstep: Class 5 contains 20225 members 
Mstep: Class 6 contains 180470 members 
Mstep: Class 7 contains 14432 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43173 members 
Mstep: Class 10 contains 9697 members 
Mstep: Class 11 contains 19445 members 
Mstep: Class 12 contains 84444 members 
Mstep: Class 13 contains 9173 members 
Mstep: Class 14 contains 43112 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 237225 members 
Mstep: Class 17 contains 236501 members 
Mstep: Class 18 contains 16251 members 
Mstep: Class 19 contains 9915 members 
Mstep: Class 20 contains 216583 members 
Mstep: Class 21 contains 2798 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2342 members 
Mstep: Class 25 contains 10858 members 
Mstep: Class 26 contains 20227 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600096.000000 Penalty: 97617.203125
Iteration 397Q: 29 clusters Score -1.546001e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17652 members 
Mstep: Class 4 contains 9850 members 
Mstep: Class 5 contains 20215 members 
Mstep: Class 6 contains 180475 members 
Mstep: Class 7 contains 14426 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43169 members 
Mstep: Class 10 contains 9697 members 
Mstep: Class 11 contains 19446 members 
Mstep: Class 12 contains 84448 members 
Mstep: Class 13 contains 9173 members 
Mstep: Class 14 contains 43062 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 237260 members 
Mstep: Class 17 contains 236617 members 
Mstep: Class 18 contains 16252 members 
Mstep: Class 19 contains 9909 members 
Mstep: Class 20 contains 216497 members 
Mstep: Class 21 contains 2798 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2342 members 
Mstep: Class 25 contains 10865 members 
Mstep: Class 26 contains 20228 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600160.000000 Penalty: 97617.203125
Iteration 398Q: 29 clusters Score -1.546002e+08 nChanged 770
Entering ConstructFrom: 
Score: -154600160.000000 Penalty: 97617.203125
Entering ConstructFrom: 
Trying to split cluster 1 (53269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53269 members 
Entering Unmasked Estep 
Score: -6693998.500000 Penalty: 2699.011230
	Iteration 0F: 2 clusters Score -6693998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -6658295.500000 Penalty: 5398.022461
	Iteration 0F: 3 clusters Score -6658296 nChanged 24448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -6671941.000000 Penalty: 5398.022461
	Iteration 1F: 3 clusters Score -6671941 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -6672526.500000 Penalty: 5398.022461
	Iteration 2Q: 3 clusters Score -6672526 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -6673075.500000 Penalty: 5398.022461
	Iteration 3Q: 3 clusters Score -6673076 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -6673542.000000 Penalty: 5398.022461
	Iteration 4Q: 3 clusters Score -6673542 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -6674051.000000 Penalty: 5398.022461
	Iteration 5Q: 3 clusters Score -6674051 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -6674646.500000 Penalty: 5398.022461
	Iteration 6Q: 3 clusters Score -6674646 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -6675404.000000 Penalty: 5398.022461
	Iteration 7Q: 3 clusters Score -6675404 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -6676349.500000 Penalty: 5398.022461
	Iteration 8Q: 3 clusters Score -6676350 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -6677739.000000 Penalty: 5398.022461
	Iteration 9Q: 3 clusters Score -6677739 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -6679739.500000 Penalty: 5398.022461
	Iteration 10F: 3 clusters Score -6679740 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -6682292.500000 Penalty: 5398.022461
	Iteration 11F: 3 clusters Score -6682292 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -6685252.000000 Penalty: 5398.022461
	Iteration 12F: 3 clusters Score -6685252 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -6687982.000000 Penalty: 5398.022461
	Iteration 13F: 3 clusters Score -6687982 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -6689866.000000 Penalty: 5398.022461
	Iteration 14Q: 3 clusters Score -6689866 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -6691026.000000 Penalty: 5398.022461
	Iteration 15Q: 3 clusters Score -6691026 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 51470 members 
Entering Unmasked Estep 
Score: -6691529.500000 Penalty: 5398.022461
	Iteration 16Q: 3 clusters Score -6691530 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -6691742.500000 Penalty: 5398.022461
	Iteration 17Q: 3 clusters Score -6691742 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -6691858.000000 Penalty: 5398.022461
	Iteration 18Q: 3 clusters Score -6691858 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -6691924.000000 Penalty: 5398.022461
	Iteration 19Q: 3 clusters Score -6691924 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -6691974.000000 Penalty: 5398.022461
	Iteration 20F: 3 clusters Score -6691974 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -6691989.500000 Penalty: 5398.022461
	Iteration 21Q: 3 clusters Score -6691990 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -6692032.500000 Penalty: 5398.022461
	Iteration 22Q: 3 clusters Score -6692032 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -6692051.500000 Penalty: 5398.022461
	Iteration 23Q: 3 clusters Score -6692052 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -6692073.000000 Penalty: 5398.022461
	Iteration 24Q: 3 clusters Score -6692073 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -6692089.500000 Penalty: 5398.022461
	Iteration 25Q: 3 clusters Score -6692090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -6692110.500000 Penalty: 5398.022461
	Iteration 26Q: 3 clusters Score -6692110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -6692120.500000 Penalty: 5398.022461
	Iteration 27Q: 3 clusters Score -6692120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -6692124.000000 Penalty: 5398.022461
	Iteration 28Q: 3 clusters Score -6692124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 51979 members 
Entering Unmasked Estep 
Score: -6692124.000000 Penalty: 5398.022461
	Iteration 29Q: 3 clusters Score -6692124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -6692125.000000 Penalty: 5398.022461
	Iteration 30Q: 3 clusters Score -6692125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -6692114.000000 Penalty: 5398.022461
	Iteration 31Q: 3 clusters Score -6692114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -6692111.000000 Penalty: 5398.022461
	Iteration 32Q: 3 clusters Score -6692111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -6692125.000000 Penalty: 5398.022461
	Iteration 33Q: 3 clusters Score -6692125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -6692122.000000 Penalty: 5398.022461
	Iteration 34Q: 3 clusters Score -6692122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -6692124.000000 Penalty: 5398.022461
	Iteration 35Q: 3 clusters Score -6692124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -6692129.500000 Penalty: 5398.022461
	Iteration 36Q: 3 clusters Score -6692130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -6692129.000000 Penalty: 5398.022461
	Iteration 37Q: 3 clusters Score -6692129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -6692132.500000 Penalty: 5398.022461
	Iteration 38Q: 3 clusters Score -6692132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -6692135.500000 Penalty: 5398.022461
	Iteration 39Q: 3 clusters Score -6692136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -6692140.500000 Penalty: 5398.022461
	Iteration 40F: 3 clusters Score -6692140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -6692135.000000 Penalty: 5398.022461
	Iteration 41Q: 3 clusters Score -6692135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -6692139.500000 Penalty: 5398.022461
	Iteration 42Q: 3 clusters Score -6692140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -6692136.000000 Penalty: 5398.022461
	Iteration 43Q: 3 clusters Score -6692136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -6692136.000000 Penalty: 5398.022461
	Iteration 44Q: 3 clusters Score -6692136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -6692137.000000 Penalty: 5398.022461
	Iteration 45Q: 3 clusters Score -6692137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -6692137.000000 Penalty: 5398.022461
	Iteration 46F: 3 clusters Score -6692137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -119823.750000 Penalty: 1724.986938
	Iteration 0F: 2 clusters Score -119823.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117829.609375 Penalty: 3449.973877
	Iteration 0F: 3 clusters Score -117829.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -118170.273438 Penalty: 3449.973877
	Iteration 1F: 3 clusters Score -118170.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -118268.914062 Penalty: 3449.973877
	Iteration 2F: 3 clusters Score -118268.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -118327.718750 Penalty: 3449.973877
	Iteration 3Q: 3 clusters Score -118327.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -118377.304688 Penalty: 3449.973877
	Iteration 4Q: 3 clusters Score -118377.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -118444.078125 Penalty: 3449.973877
	Iteration 5Q: 3 clusters Score -118444.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -118544.125000 Penalty: 3449.973877
	Iteration 6Q: 3 clusters Score -118544.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -118652.570312 Penalty: 3449.973877
	Iteration 7Q: 3 clusters Score -118652.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -118731.640625 Penalty: 3449.973877
	Iteration 8Q: 3 clusters Score -118731.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -118804.281250 Penalty: 3449.973877
	Iteration 9Q: 3 clusters Score -118804.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -118865.562500 Penalty: 3449.973877
	Iteration 10Q: 3 clusters Score -118865.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -118943.179688 Penalty: 3449.973877
	Iteration 11Q: 3 clusters Score -118943.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -119040.289062 Penalty: 3449.973877
	Iteration 12Q: 3 clusters Score -119040.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -119235.632812 Penalty: 3449.973877
	Iteration 13Q: 3 clusters Score -119235.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -119455.421875 Penalty: 3449.973877
	Iteration 14Q: 3 clusters Score -119455.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -119651.718750 Penalty: 3449.973877
	Iteration 15Q: 3 clusters Score -119651.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -119699.289062 Penalty: 3449.973877
	Iteration 16Q: 3 clusters Score -119699.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -119738.695312 Penalty: 3449.973877
	Iteration 17Q: 3 clusters Score -119738.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -119757.601562 Penalty: 3449.973877
	Iteration 18Q: 3 clusters Score -119757.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -119765.500000 Penalty: 3449.973877
	Iteration 19Q: 3 clusters Score -119765.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -119773.445312 Penalty: 3449.973877
	Iteration 20F: 3 clusters Score -119773.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -119781.304688 Penalty: 3449.973877
	Iteration 21Q: 3 clusters Score -119781.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -119783.898438 Penalty: 3449.973877
	Iteration 22Q: 3 clusters Score -119783.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -119786.570312 Penalty: 3449.973877
	Iteration 23Q: 3 clusters Score -119786.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -119787.445312 Penalty: 3449.973877
	Iteration 24Q: 3 clusters Score -119787.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -119788.328125 Penalty: 3449.973877
	Iteration 25Q: 3 clusters Score -119788.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -119788.328125 Penalty: 3449.973877
	Iteration 26F: 3 clusters Score -119788.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Entering Unmasked Estep 
Score: -2172506.250000 Penalty: 2425.079834
	Iteration 0F: 2 clusters Score -2172506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2159877.250000 Penalty: 4850.159668
	Iteration 0F: 3 clusters Score -2159877 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2164029.500000 Penalty: 4850.159668
	Iteration 1F: 3 clusters Score -2164030 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2164372.250000 Penalty: 4850.159668
	Iteration 2F: 3 clusters Score -2164372 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2164640.750000 Penalty: 4850.159668
	Iteration 3Q: 3 clusters Score -2164641 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2164855.000000 Penalty: 4850.159668
	Iteration 4Q: 3 clusters Score -2164855 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2165037.250000 Penalty: 4850.159668
	Iteration 5Q: 3 clusters Score -2165037 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2165210.250000 Penalty: 4850.159668
	Iteration 6Q: 3 clusters Score -2165210 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2165376.500000 Penalty: 4850.159668
	Iteration 7Q: 3 clusters Score -2165376 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2165553.000000 Penalty: 4850.159668
	Iteration 8Q: 3 clusters Score -2165553 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2165745.750000 Penalty: 4850.159668
	Iteration 9Q: 3 clusters Score -2165746 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2166007.000000 Penalty: 4850.159668
	Iteration 10Q: 3 clusters Score -2166007 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2166321.750000 Penalty: 4850.159668
	Iteration 11Q: 3 clusters Score -2166322 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2166733.500000 Penalty: 4850.159668
	Iteration 12Q: 3 clusters Score -2166734 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2167197.750000 Penalty: 4850.159668
	Iteration 13Q: 3 clusters Score -2167198 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2167779.250000 Penalty: 4850.159668
	Iteration 14Q: 3 clusters Score -2167779 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2168418.000000 Penalty: 4850.159668
	Iteration 15Q: 3 clusters Score -2168418 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2169022.250000 Penalty: 4850.159668
	Iteration 16Q: 3 clusters Score -2169022 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2169464.250000 Penalty: 4850.159668
	Iteration 17Q: 3 clusters Score -2169464 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2169792.250000 Penalty: 4850.159668
	Iteration 18Q: 3 clusters Score -2169792 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2169987.000000 Penalty: 4850.159668
	Iteration 19Q: 3 clusters Score -2169987 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2170100.750000 Penalty: 4850.159668
	Iteration 20F: 3 clusters Score -2170101 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2170182.500000 Penalty: 4850.159668
	Iteration 21Q: 3 clusters Score -2170182 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2170248.500000 Penalty: 4850.159668
	Iteration 22Q: 3 clusters Score -2170248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2170280.000000 Penalty: 4850.159668
	Iteration 23Q: 3 clusters Score -2170280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2170301.000000 Penalty: 4850.159668
	Iteration 24Q: 3 clusters Score -2170301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2170315.000000 Penalty: 4850.159668
	Iteration 25Q: 3 clusters Score -2170315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2170321.000000 Penalty: 4850.159668
	Iteration 26Q: 3 clusters Score -2170321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2170328.500000 Penalty: 4850.159668
	Iteration 27Q: 3 clusters Score -2170328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2170327.500000 Penalty: 4850.159668
	Iteration 28Q: 3 clusters Score -2170328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2170328.250000 Penalty: 4850.159668
	Iteration 29Q: 3 clusters Score -2170328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2170333.750000 Penalty: 4850.159668
	Iteration 30Q: 3 clusters Score -2170334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2170337.500000 Penalty: 4850.159668
	Iteration 31Q: 3 clusters Score -2170338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2170338.500000 Penalty: 4850.159668
	Iteration 32Q: 3 clusters Score -2170338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2170343.250000 Penalty: 4850.159668
	Iteration 33Q: 3 clusters Score -2170343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2170348.250000 Penalty: 4850.159668
	Iteration 34Q: 3 clusters Score -2170348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2170354.500000 Penalty: 4850.159668
	Iteration 35Q: 3 clusters Score -2170354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2170358.000000 Penalty: 4850.159668
	Iteration 36Q: 3 clusters Score -2170358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2170365.750000 Penalty: 4850.159668
	Iteration 37Q: 3 clusters Score -2170366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2170370.500000 Penalty: 4850.159668
	Iteration 38Q: 3 clusters Score -2170370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2170376.000000 Penalty: 4850.159668
	Iteration 39Q: 3 clusters Score -2170376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2170378.250000 Penalty: 4850.159668
	Iteration 40F: 3 clusters Score -2170378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Entering Unmasked Estep 
Score: -1170399.875000 Penalty: 2280.441406
	Iteration 0F: 2 clusters Score -1170400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1162859.875000 Penalty: 4560.882812
	Iteration 0F: 3 clusters Score -1162860 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1165121.000000 Penalty: 4560.882812
	Iteration 1F: 3 clusters Score -1165121 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1165383.875000 Penalty: 4560.882812
	Iteration 2F: 3 clusters Score -1165384 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1165554.375000 Penalty: 4560.882812
	Iteration 3Q: 3 clusters Score -1165554 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1165687.125000 Penalty: 4560.882812
	Iteration 4Q: 3 clusters Score -1165687 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1165807.000000 Penalty: 4560.882812
	Iteration 5Q: 3 clusters Score -1165807 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1165915.000000 Penalty: 4560.882812
	Iteration 6Q: 3 clusters Score -1165915 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1166013.500000 Penalty: 4560.882812
	Iteration 7Q: 3 clusters Score -1166014 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1166117.375000 Penalty: 4560.882812
	Iteration 8Q: 3 clusters Score -1166117 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1166221.500000 Penalty: 4560.882812
	Iteration 9Q: 3 clusters Score -1166222 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1166346.250000 Penalty: 4560.882812
	Iteration 10Q: 3 clusters Score -1166346 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1166506.875000 Penalty: 4560.882812
	Iteration 11Q: 3 clusters Score -1166507 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1166702.875000 Penalty: 4560.882812
	Iteration 12Q: 3 clusters Score -1166703 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1166873.125000 Penalty: 4560.882812
	Iteration 13Q: 3 clusters Score -1166873 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1167059.250000 Penalty: 4560.882812
	Iteration 14Q: 3 clusters Score -1167059 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1167230.125000 Penalty: 4560.882812
	Iteration 15Q: 3 clusters Score -1167230 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1167370.125000 Penalty: 4560.882812
	Iteration 16Q: 3 clusters Score -1167370 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1167495.750000 Penalty: 4560.882812
	Iteration 17Q: 3 clusters Score -1167496 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1167614.000000 Penalty: 4560.882812
	Iteration 18Q: 3 clusters Score -1167614 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1167739.750000 Penalty: 4560.882812
	Iteration 19Q: 3 clusters Score -1167740 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1167841.875000 Penalty: 4560.882812
	Iteration 20F: 3 clusters Score -1167842 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1167932.625000 Penalty: 4560.882812
	Iteration 21Q: 3 clusters Score -1167933 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1168016.875000 Penalty: 4560.882812
	Iteration 22Q: 3 clusters Score -1168017 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1168085.875000 Penalty: 4560.882812
	Iteration 23Q: 3 clusters Score -1168086 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1168163.000000 Penalty: 4560.882812
	Iteration 24Q: 3 clusters Score -1168163 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1168232.000000 Penalty: 4560.882812
	Iteration 25Q: 3 clusters Score -1168232 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1168304.500000 Penalty: 4560.882812
	Iteration 26Q: 3 clusters Score -1168304 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1168370.125000 Penalty: 4560.882812
	Iteration 27Q: 3 clusters Score -1168370 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1168430.625000 Penalty: 4560.882812
	Iteration 28Q: 3 clusters Score -1168431 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1168480.000000 Penalty: 4560.882812
	Iteration 29Q: 3 clusters Score -1168480 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1168515.250000 Penalty: 4560.882812
	Iteration 30Q: 3 clusters Score -1168515 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1168545.500000 Penalty: 4560.882812
	Iteration 31Q: 3 clusters Score -1168546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1168571.875000 Penalty: 4560.882812
	Iteration 32Q: 3 clusters Score -1168572 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1168604.500000 Penalty: 4560.882812
	Iteration 33Q: 3 clusters Score -1168604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1168633.250000 Penalty: 4560.882812
	Iteration 34Q: 3 clusters Score -1168633 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1168649.500000 Penalty: 4560.882812
	Iteration 35Q: 3 clusters Score -1168650 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1168662.750000 Penalty: 4560.882812
	Iteration 36Q: 3 clusters Score -1168663 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1168677.250000 Penalty: 4560.882812
	Iteration 37Q: 3 clusters Score -1168677 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1168691.125000 Penalty: 4560.882812
	Iteration 38Q: 3 clusters Score -1168691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1168697.250000 Penalty: 4560.882812
	Iteration 39Q: 3 clusters Score -1168697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1168709.125000 Penalty: 4560.882812
	Iteration 40F: 3 clusters Score -1168709 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1168719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1168723.500000 Penalty: 4560.882812
	Iteration 42Q: 3 clusters Score -1168724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1168737 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1168749.500000 Penalty: 4560.882812
	Iteration 44Q: 3 clusters Score -1168750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1168756 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1168761.500000 Penalty: 4560.882812
	Iteration 46Q: 3 clusters Score -1168762 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1168767 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1168770 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1168772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1168778 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1168778 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1168778 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1168780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1168785 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1168784 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1168784 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1168786 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1168788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1168791 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1168789 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1168790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1168791 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1168792 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1168794 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1168797 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1168797 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8150 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1168800 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1168801 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1168804 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1168805 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1168808 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1168812 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1168813 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1168816 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1168813 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1168814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1168816 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1168815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1168818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1168820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1168822 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1168823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1168823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1168824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1168824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1168827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1168828 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1168827 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1168829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1168832.250000 Penalty: 4560.882812
	Iteration 90Q: 3 clusters Score -1168832 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1168836 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1168835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1168836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1168839 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1168838 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1168842 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1168842 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1168847.250000 Penalty: 4560.882812
	Iteration 98Q: 3 clusters Score -1168847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1168850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1168849.875000 Penalty: 4560.882812
	Iteration 100F: 3 clusters Score -1168850 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1168850 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1168851 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1168851 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1168853 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1168853 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1168853 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1168854 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8297 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1168855 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1168855 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1168855 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1168854 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8307 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1168857 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1168857 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8314 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1168858 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8318 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1168858 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8325 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1168860 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8329 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1168859 nChanged 4
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1168863 nChanged 2
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Mstep: Class 1 contains 8335 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1168862 nChanged 1
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Mstep: Class 1 contains 8336 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1168864 nChanged 1
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	Iteration 121Q: 3 clusters Score -1168863 nChanged 1
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Mstep: Class 1 contains 8338 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1168864 nChanged 1
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1168865 nChanged 3
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Mstep: Class 1 contains 8340 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1168866 nChanged 1
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1168865 nChanged 1
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1168865 nChanged 2
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Mstep: Class 1 contains 8344 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1168866 nChanged 2
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1168866 nChanged 3
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1168870 nChanged 2
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Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1168868.250000 Penalty: 4560.882812
	Iteration 130Q: 3 clusters Score -1168868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1168870.500000 Penalty: 4560.882812
	Iteration 131Q: 3 clusters Score -1168870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1168870.500000 Penalty: 4560.882812
	Iteration 132F: 3 clusters Score -1168870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Entering Unmasked Estep 
Score: -2564720.750000 Penalty: 2458.692139
	Iteration 0F: 2 clusters Score -2564721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2550422.500000 Penalty: 4917.384277
	Iteration 0F: 3 clusters Score -2550422 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2555211.000000 Penalty: 4917.384277
	Iteration 1F: 3 clusters Score -2555211 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2555579.500000 Penalty: 4917.384277
	Iteration 2F: 3 clusters Score -2555580 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2555890.750000 Penalty: 4917.384277
	Iteration 3Q: 3 clusters Score -2555891 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2556228.250000 Penalty: 4917.384277
	Iteration 4Q: 3 clusters Score -2556228 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2556496.750000 Penalty: 4917.384277
	Iteration 5Q: 3 clusters Score -2556497 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2556746.750000 Penalty: 4917.384277
	Iteration 6Q: 3 clusters Score -2556747 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2556938.500000 Penalty: 4917.384277
	Iteration 7Q: 3 clusters Score -2556938 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2557148.750000 Penalty: 4917.384277
	Iteration 8Q: 3 clusters Score -2557149 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2557360.750000 Penalty: 4917.384277
	Iteration 9Q: 3 clusters Score -2557361 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2557593.750000 Penalty: 4917.384277
	Iteration 10Q: 3 clusters Score -2557594 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2557857.500000 Penalty: 4917.384277
	Iteration 11Q: 3 clusters Score -2557858 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2558127.000000 Penalty: 4917.384277
	Iteration 12Q: 3 clusters Score -2558127 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2558442.500000 Penalty: 4917.384277
	Iteration 13Q: 3 clusters Score -2558442 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2558758.000000 Penalty: 4917.384277
	Iteration 14Q: 3 clusters Score -2558758 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2559138.000000 Penalty: 4917.384277
	Iteration 15Q: 3 clusters Score -2559138 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2559510.750000 Penalty: 4917.384277
	Iteration 16Q: 3 clusters Score -2559511 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2559846.750000 Penalty: 4917.384277
	Iteration 17Q: 3 clusters Score -2559847 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2560112.250000 Penalty: 4917.384277
	Iteration 18Q: 3 clusters Score -2560112 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2560333.750000 Penalty: 4917.384277
	Iteration 19Q: 3 clusters Score -2560334 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2560536.000000 Penalty: 4917.384277
	Iteration 20F: 3 clusters Score -2560536 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2560727.750000 Penalty: 4917.384277
	Iteration 21Q: 3 clusters Score -2560728 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2560891.250000 Penalty: 4917.384277
	Iteration 22Q: 3 clusters Score -2560891 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2561038.500000 Penalty: 4917.384277
	Iteration 23Q: 3 clusters Score -2561038 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2561174.500000 Penalty: 4917.384277
	Iteration 24Q: 3 clusters Score -2561174 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2561290.500000 Penalty: 4917.384277
	Iteration 25Q: 3 clusters Score -2561290 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2561389.250000 Penalty: 4917.384277
	Iteration 26Q: 3 clusters Score -2561389 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2561498.000000 Penalty: 4917.384277
	Iteration 27Q: 3 clusters Score -2561498 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2561595.000000 Penalty: 4917.384277
	Iteration 28Q: 3 clusters Score -2561595 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2561685.750000 Penalty: 4917.384277
	Iteration 29Q: 3 clusters Score -2561686 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2561755.000000 Penalty: 4917.384277
	Iteration 30Q: 3 clusters Score -2561755 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2561852.250000 Penalty: 4917.384277
	Iteration 31Q: 3 clusters Score -2561852 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2561956.500000 Penalty: 4917.384277
	Iteration 32Q: 3 clusters Score -2561956 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2562050.250000 Penalty: 4917.384277
	Iteration 33Q: 3 clusters Score -2562050 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2562112.500000 Penalty: 4917.384277
	Iteration 34Q: 3 clusters Score -2562112 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2562168.500000 Penalty: 4917.384277
	Iteration 35Q: 3 clusters Score -2562168 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2562220.500000 Penalty: 4917.384277
	Iteration 36Q: 3 clusters Score -2562220 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2562251.250000 Penalty: 4917.384277
	Iteration 37Q: 3 clusters Score -2562251 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2562283.500000 Penalty: 4917.384277
	Iteration 38Q: 3 clusters Score -2562284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2562303.750000 Penalty: 4917.384277
	Iteration 39Q: 3 clusters Score -2562304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2562324.500000 Penalty: 4917.384277
	Iteration 40F: 3 clusters Score -2562324 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2562339.250000 Penalty: 4917.384277
	Iteration 41Q: 3 clusters Score -2562339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -2562364.750000 Penalty: 4917.384277
	Iteration 42Q: 3 clusters Score -2562365 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -2562394.250000 Penalty: 4917.384277
	Iteration 43Q: 3 clusters Score -2562394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2562412.500000 Penalty: 4917.384277
	Iteration 44Q: 3 clusters Score -2562412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2562426.500000 Penalty: 4917.384277
	Iteration 45Q: 3 clusters Score -2562426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2562442.750000 Penalty: 4917.384277
	Iteration 46Q: 3 clusters Score -2562443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2562459.250000 Penalty: 4917.384277
	Iteration 47Q: 3 clusters Score -2562459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -2562472.750000 Penalty: 4917.384277
	Iteration 48Q: 3 clusters Score -2562473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2562483.250000 Penalty: 4917.384277
	Iteration 49Q: 3 clusters Score -2562483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2562493.750000 Penalty: 4917.384277
	Iteration 50Q: 3 clusters Score -2562494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2562496.750000 Penalty: 4917.384277
	Iteration 51Q: 3 clusters Score -2562497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2562499.000000 Penalty: 4917.384277
	Iteration 52Q: 3 clusters Score -2562499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2562500.250000 Penalty: 4917.384277
	Iteration 53Q: 3 clusters Score -2562500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2562502.500000 Penalty: 4917.384277
	Iteration 54Q: 3 clusters Score -2562502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2562506.500000 Penalty: 4917.384277
	Iteration 55Q: 3 clusters Score -2562506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2562509.500000 Penalty: 4917.384277
	Iteration 56Q: 3 clusters Score -2562510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2562511.500000 Penalty: 4917.384277
	Iteration 57Q: 3 clusters Score -2562512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2562508.750000 Penalty: 4917.384277
	Iteration 58Q: 3 clusters Score -2562509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -2562511.500000 Penalty: 4917.384277
	Iteration 59Q: 3 clusters Score -2562512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2562516.000000 Penalty: 4917.384277
	Iteration 60F: 3 clusters Score -2562516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2562523.250000 Penalty: 4917.384277
	Iteration 61Q: 3 clusters Score -2562523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2562526.750000 Penalty: 4917.384277
	Iteration 62Q: 3 clusters Score -2562527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2562531.750000 Penalty: 4917.384277
	Iteration 63Q: 3 clusters Score -2562532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2562532.750000 Penalty: 4917.384277
	Iteration 64Q: 3 clusters Score -2562533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2562537.250000 Penalty: 4917.384277
	Iteration 65Q: 3 clusters Score -2562537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2562536.750000 Penalty: 4917.384277
	Iteration 66Q: 3 clusters Score -2562537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2562537.750000 Penalty: 4917.384277
	Iteration 67Q: 3 clusters Score -2562538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2562542.750000 Penalty: 4917.384277
	Iteration 68Q: 3 clusters Score -2562543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2562541.250000 Penalty: 4917.384277
	Iteration 69Q: 3 clusters Score -2562541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2562543.750000 Penalty: 4917.384277
	Iteration 70Q: 3 clusters Score -2562544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2562544.000000 Penalty: 4917.384277
	Iteration 71Q: 3 clusters Score -2562544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2562547.500000 Penalty: 4917.384277
	Iteration 72Q: 3 clusters Score -2562548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2562549.500000 Penalty: 4917.384277
	Iteration 73Q: 3 clusters Score -2562550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2562550.500000 Penalty: 4917.384277
	Iteration 74Q: 3 clusters Score -2562550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -2562551.750000 Penalty: 4917.384277
	Iteration 75Q: 3 clusters Score -2562552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -2562555.250000 Penalty: 4917.384277
	Iteration 76Q: 3 clusters Score -2562555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2562554.750000 Penalty: 4917.384277
	Iteration 77Q: 3 clusters Score -2562555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2562554.750000 Penalty: 4917.384277
	Iteration 78F: 3 clusters Score -2562555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (180488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180488 members 
Entering Unmasked Estep 
Score: -22634106.000000 Penalty: 3001.647949
	Iteration 0F: 2 clusters Score -2.263411e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90218 members 
Mstep: Class 2 contains 90270 members 
Entering Unmasked Estep 
Score: -22516500.000000 Penalty: 6003.295898
	Iteration 0F: 3 clusters Score -2.25165e+07 nChanged 86447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91337 members 
Mstep: Class 2 contains 89151 members 
Entering Unmasked Estep 
Score: -22566930.000000 Penalty: 6003.295898
	Iteration 1F: 3 clusters Score -2.256693e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91832 members 
Mstep: Class 2 contains 88656 members 
Entering Unmasked Estep 
Score: -22568238.000000 Penalty: 6003.295898
	Iteration 2Q: 3 clusters Score -2.256824e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92599 members 
Mstep: Class 2 contains 87889 members 
Entering Unmasked Estep 
Score: -22569728.000000 Penalty: 6003.295898
	Iteration 3Q: 3 clusters Score -2.256973e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93845 members 
Mstep: Class 2 contains 86643 members 
Entering Unmasked Estep 
Score: -22571338.000000 Penalty: 6003.295898
	Iteration 4Q: 3 clusters Score -2.257134e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95796 members 
Mstep: Class 2 contains 84692 members 
Entering Unmasked Estep 
Score: -22573374.000000 Penalty: 6003.295898
	Iteration 5Q: 3 clusters Score -2.257337e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 81677 members 
Entering Unmasked Estep 
Score: -22576288.000000 Penalty: 6003.295898
	Iteration 6Q: 3 clusters Score -2.257629e+07 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103111 members 
Mstep: Class 2 contains 77377 members 
Entering Unmasked Estep 
Score: -22579984.000000 Penalty: 6003.295898
	Iteration 7Q: 3 clusters Score -2.257998e+07 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108829 members 
Mstep: Class 2 contains 71659 members 
Entering Unmasked Estep 
Score: -22585382.000000 Penalty: 6003.295898
	Iteration 8F: 3 clusters Score -2.258538e+07 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115725 members 
Mstep: Class 2 contains 64763 members 
Entering Unmasked Estep 
Score: -22592854.000000 Penalty: 6003.295898
	Iteration 9F: 3 clusters Score -2.259285e+07 nChanged 10587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122882 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -22600976.000000 Penalty: 6003.295898
	Iteration 10F: 3 clusters Score -2.260098e+07 nChanged 9402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129140 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -22607478.000000 Penalty: 6003.295898
	Iteration 11F: 3 clusters Score -2.260748e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134264 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -22611550.000000 Penalty: 6003.295898
	Iteration 12Q: 3 clusters Score -2.261155e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138881 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -22614172.000000 Penalty: 6003.295898
	Iteration 13Q: 3 clusters Score -2.261417e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143202 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -22616446.000000 Penalty: 6003.295898
	Iteration 14Q: 3 clusters Score -2.261645e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147397 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -22618422.000000 Penalty: 6003.295898
	Iteration 15Q: 3 clusters Score -2.261842e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151402 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -22620518.000000 Penalty: 6003.295898
	Iteration 16Q: 3 clusters Score -2.262052e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155180 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -22622582.000000 Penalty: 6003.295898
	Iteration 17Q: 3 clusters Score -2.262258e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158853 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -22624622.000000 Penalty: 6003.295898
	Iteration 18Q: 3 clusters Score -2.262462e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162327 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -22626488.000000 Penalty: 6003.295898
	Iteration 19Q: 3 clusters Score -2.262649e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165387 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -22627994.000000 Penalty: 6003.295898
	Iteration 20F: 3 clusters Score -2.262799e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168070 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -22629390.000000 Penalty: 6003.295898
	Iteration 21Q: 3 clusters Score -2.262939e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170331 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -22630450.000000 Penalty: 6003.295898
	Iteration 22Q: 3 clusters Score -2.263045e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172048 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -22631152.000000 Penalty: 6003.295898
	Iteration 23Q: 3 clusters Score -2.263115e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173429 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -22631784.000000 Penalty: 6003.295898
	Iteration 24Q: 3 clusters Score -2.263178e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174484 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -22632174.000000 Penalty: 6003.295898
	Iteration 25Q: 3 clusters Score -2.263217e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175245 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -22632628.000000 Penalty: 6003.295898
	Iteration 26Q: 3 clusters Score -2.263263e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175839 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -22632924.000000 Penalty: 6003.295898
	Iteration 27Q: 3 clusters Score -2.263292e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176267 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -22633090.000000 Penalty: 6003.295898
	Iteration 28Q: 3 clusters Score -2.263309e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176585 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -22633244.000000 Penalty: 6003.295898
	Iteration 29Q: 3 clusters Score -2.263324e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176789 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -22633258.000000 Penalty: 6003.295898
	Iteration 30Q: 3 clusters Score -2.263326e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176968 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -22633366.000000 Penalty: 6003.295898
	Iteration 31Q: 3 clusters Score -2.263337e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177113 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -22633386.000000 Penalty: 6003.295898
	Iteration 32Q: 3 clusters Score -2.263339e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177219 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -22633476.000000 Penalty: 6003.295898
	Iteration 33Q: 3 clusters Score -2.263348e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177309 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -22633498.000000 Penalty: 6003.295898
	Iteration 34Q: 3 clusters Score -2.26335e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177371 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -22633484.000000 Penalty: 6003.295898
	Iteration 35Q: 3 clusters Score -2.263348e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177407 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -22633502.000000 Penalty: 6003.295898
	Iteration 36Q: 3 clusters Score -2.26335e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177433 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -22633514.000000 Penalty: 6003.295898
	Iteration 37Q: 3 clusters Score -2.263351e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177461 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -22633512.000000 Penalty: 6003.295898
	Iteration 38Q: 3 clusters Score -2.263351e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177484 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -22633536.000000 Penalty: 6003.295898
	Iteration 39Q: 3 clusters Score -2.263354e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177498 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -22633556.000000 Penalty: 6003.295898
	Iteration 40F: 3 clusters Score -2.263356e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177498 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -22633544.000000 Penalty: 6003.295898
	Iteration 41Q: 3 clusters Score -2.263354e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177496 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -22633544.000000 Penalty: 6003.295898
	Iteration 42Q: 3 clusters Score -2.263354e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177491 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -22633534.000000 Penalty: 6003.295898
	Iteration 43Q: 3 clusters Score -2.263353e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177488 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -22633516.000000 Penalty: 6003.295898
	Iteration 44Q: 3 clusters Score -2.263352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177492 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -22633520.000000 Penalty: 6003.295898
	Iteration 45Q: 3 clusters Score -2.263352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177498 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -22633508.000000 Penalty: 6003.295898
	Iteration 46Q: 3 clusters Score -2.263351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177502 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -22633508.000000 Penalty: 6003.295898
	Iteration 47Q: 3 clusters Score -2.263351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177503 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -22633506.000000 Penalty: 6003.295898
	Iteration 48Q: 3 clusters Score -2.263351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177507 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -22633510.000000 Penalty: 6003.295898
	Iteration 49Q: 3 clusters Score -2.263351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177509 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -22633502.000000 Penalty: 6003.295898
	Iteration 50Q: 3 clusters Score -2.26335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177509 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -22633514.000000 Penalty: 6003.295898
	Iteration 51Q: 3 clusters Score -2.263351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177509 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -22633508.000000 Penalty: 6003.295898
	Iteration 52Q: 3 clusters Score -2.263351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177510 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -22633530.000000 Penalty: 6003.295898
	Iteration 53Q: 3 clusters Score -2.263353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177510 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -22633522.000000 Penalty: 6003.295898
	Iteration 54Q: 3 clusters Score -2.263352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177510 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -22633522.000000 Penalty: 6003.295898
	Iteration 55F: 3 clusters Score -2.263352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Entering Unmasked Estep 
Score: -1808410.125000 Penalty: 2374.939941
	Iteration 0F: 2 clusters Score -1808410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1797940.250000 Penalty: 4749.879883
	Iteration 0F: 3 clusters Score -1797940 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1801192.750000 Penalty: 4749.879883
	Iteration 1F: 3 clusters Score -1801193 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1801512.375000 Penalty: 4749.879883
	Iteration 2F: 3 clusters Score -1801512 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1801769.250000 Penalty: 4749.879883
	Iteration 3Q: 3 clusters Score -1801769 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1802021.000000 Penalty: 4749.879883
	Iteration 4Q: 3 clusters Score -1802021 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1802256.875000 Penalty: 4749.879883
	Iteration 5Q: 3 clusters Score -1802257 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1802502.875000 Penalty: 4749.879883
	Iteration 6Q: 3 clusters Score -1802503 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1802785.500000 Penalty: 4749.879883
	Iteration 7Q: 3 clusters Score -1802786 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1803140.500000 Penalty: 4749.879883
	Iteration 8Q: 3 clusters Score -1803140 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1803590.750000 Penalty: 4749.879883
	Iteration 9Q: 3 clusters Score -1803591 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1804138.625000 Penalty: 4749.879883
	Iteration 10F: 3 clusters Score -1804139 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1804701.125000 Penalty: 4749.879883
	Iteration 11Q: 3 clusters Score -1804701 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1805159.000000 Penalty: 4749.879883
	Iteration 12Q: 3 clusters Score -1805159 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1805455.625000 Penalty: 4749.879883
	Iteration 13Q: 3 clusters Score -1805456 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1805639.250000 Penalty: 4749.879883
	Iteration 14Q: 3 clusters Score -1805639 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1805753.875000 Penalty: 4749.879883
	Iteration 15Q: 3 clusters Score -1805754 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1805839.250000 Penalty: 4749.879883
	Iteration 16Q: 3 clusters Score -1805839 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1805898.375000 Penalty: 4749.879883
	Iteration 17Q: 3 clusters Score -1805898 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1805948.750000 Penalty: 4749.879883
	Iteration 18Q: 3 clusters Score -1805949 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1805992.875000 Penalty: 4749.879883
	Iteration 19Q: 3 clusters Score -1805993 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1806032.625000 Penalty: 4749.879883
	Iteration 20F: 3 clusters Score -1806033 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1806056.500000 Penalty: 4749.879883
	Iteration 21Q: 3 clusters Score -1806056 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1806088.250000 Penalty: 4749.879883
	Iteration 22Q: 3 clusters Score -1806088 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1806115.250000 Penalty: 4749.879883
	Iteration 23Q: 3 clusters Score -1806115 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1806144.625000 Penalty: 4749.879883
	Iteration 24Q: 3 clusters Score -1806145 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1806170.375000 Penalty: 4749.879883
	Iteration 25Q: 3 clusters Score -1806170 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1806202.625000 Penalty: 4749.879883
	Iteration 26Q: 3 clusters Score -1806203 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1806231.750000 Penalty: 4749.879883
	Iteration 27Q: 3 clusters Score -1806232 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1806246.500000 Penalty: 4749.879883
	Iteration 28Q: 3 clusters Score -1806246 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1806274.750000 Penalty: 4749.879883
	Iteration 29Q: 3 clusters Score -1806275 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1806305.375000 Penalty: 4749.879883
	Iteration 30Q: 3 clusters Score -1806305 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1806328.000000 Penalty: 4749.879883
	Iteration 31Q: 3 clusters Score -1806328 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1806350.375000 Penalty: 4749.879883
	Iteration 32Q: 3 clusters Score -1806350 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1806369.750000 Penalty: 4749.879883
	Iteration 33Q: 3 clusters Score -1806370 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1806393.625000 Penalty: 4749.879883
	Iteration 34Q: 3 clusters Score -1806394 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1806409.250000 Penalty: 4749.879883
	Iteration 35Q: 3 clusters Score -1806409 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1806424.500000 Penalty: 4749.879883
	Iteration 36Q: 3 clusters Score -1806424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1806432.875000 Penalty: 4749.879883
	Iteration 37Q: 3 clusters Score -1806433 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1806445.875000 Penalty: 4749.879883
	Iteration 38Q: 3 clusters Score -1806446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1806451.750000 Penalty: 4749.879883
	Iteration 39Q: 3 clusters Score -1806452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1806453.875000 Penalty: 4749.879883
	Iteration 40F: 3 clusters Score -1806454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1806457.625000 Penalty: 4749.879883
	Iteration 41Q: 3 clusters Score -1806458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1806455.375000 Penalty: 4749.879883
	Iteration 42Q: 3 clusters Score -1806455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1806462.500000 Penalty: 4749.879883
	Iteration 43Q: 3 clusters Score -1806462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1806466.375000 Penalty: 4749.879883
	Iteration 44Q: 3 clusters Score -1806466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1806469.000000 Penalty: 4749.879883
	Iteration 45Q: 3 clusters Score -1806469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1806470.500000 Penalty: 4749.879883
	Iteration 46Q: 3 clusters Score -1806470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1806474.125000 Penalty: 4749.879883
	Iteration 47Q: 3 clusters Score -1806474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1806474.625000 Penalty: 4749.879883
	Iteration 48Q: 3 clusters Score -1806475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1806473.625000 Penalty: 4749.879883
	Iteration 49Q: 3 clusters Score -1806474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1806479.125000 Penalty: 4749.879883
	Iteration 50Q: 3 clusters Score -1806479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1806482.000000 Penalty: 4749.879883
	Iteration 51Q: 3 clusters Score -1806482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1806482.625000 Penalty: 4749.879883
	Iteration 52Q: 3 clusters Score -1806483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1806489.875000 Penalty: 4749.879883
	Iteration 53Q: 3 clusters Score -1806490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1806495.750000 Penalty: 4749.879883
	Iteration 54Q: 3 clusters Score -1806496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1806496.625000 Penalty: 4749.879883
	Iteration 55Q: 3 clusters Score -1806497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1806498.375000 Penalty: 4749.879883
	Iteration 56Q: 3 clusters Score -1806498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1806505.875000 Penalty: 4749.879883
	Iteration 57Q: 3 clusters Score -1806506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1806506.000000 Penalty: 4749.879883
	Iteration 58Q: 3 clusters Score -1806506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1806511.875000 Penalty: 4749.879883
	Iteration 59Q: 3 clusters Score -1806512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1806513.375000 Penalty: 4749.879883
	Iteration 60F: 3 clusters Score -1806513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1806513.000000 Penalty: 4749.879883
	Iteration 61Q: 3 clusters Score -1806513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1806516.000000 Penalty: 4749.879883
	Iteration 62Q: 3 clusters Score -1806516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1806522.750000 Penalty: 4749.879883
	Iteration 63Q: 3 clusters Score -1806523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1806522.875000 Penalty: 4749.879883
	Iteration 64Q: 3 clusters Score -1806523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1806522.000000 Penalty: 4749.879883
	Iteration 65Q: 3 clusters Score -1806522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1806520.875000 Penalty: 4749.879883
	Iteration 66Q: 3 clusters Score -1806521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1806522.750000 Penalty: 4749.879883
	Iteration 67Q: 3 clusters Score -1806523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1806528.875000 Penalty: 4749.879883
	Iteration 68Q: 3 clusters Score -1806529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1806524.500000 Penalty: 4749.879883
	Iteration 69Q: 3 clusters Score -1806524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1806527.250000 Penalty: 4749.879883
	Iteration 70Q: 3 clusters Score -1806527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1806529.125000 Penalty: 4749.879883
	Iteration 71Q: 3 clusters Score -1806529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1806529.125000 Penalty: 4749.879883
	Iteration 72F: 3 clusters Score -1806529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -79994.648438 Penalty: 1654.664185
	Iteration 0F: 2 clusters Score -79994.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -78314.015625 Penalty: 3309.328369
	Iteration 0F: 3 clusters Score -78314.02 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -78681.429688 Penalty: 3309.328369
	Iteration 1F: 3 clusters Score -78681.43 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -78863.007812 Penalty: 3309.328369
	Iteration 2F: 3 clusters Score -78863.01 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -79033.421875 Penalty: 3309.328369
	Iteration 3F: 3 clusters Score -79033.42 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -79154.734375 Penalty: 3309.328369
	Iteration 4Q: 3 clusters Score -79154.73 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -79418.460938 Penalty: 3309.328369
	Iteration 5F: 3 clusters Score -79418.46 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -80115.210938 Penalty: 3309.328369
	Iteration 6F: 3 clusters Score -80115.21 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -80688.554688 Penalty: 3309.328369
	Iteration 7F: 3 clusters Score -80688.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -80971.968750 Penalty: 3309.328369
	Iteration 8Q: 3 clusters Score -80971.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -81158.335938 Penalty: 3309.328369
	Iteration 9Q: 3 clusters Score -81158.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -81407.890625 Penalty: 3309.328369
	Iteration 10Q: 3 clusters Score -81407.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -81476.109375 Penalty: 3309.328369
	Iteration 11Q: 3 clusters Score -81476.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -81478.890625 Penalty: 3309.328369
	Iteration 12Q: 3 clusters Score -81478.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81485.421875 Penalty: 3309.328369
	Iteration 13Q: 3 clusters Score -81485.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -81495.843750 Penalty: 3309.328369
	Iteration 14Q: 3 clusters Score -81495.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -81505.226562 Penalty: 3309.328369
	Iteration 15Q: 3 clusters Score -81505.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81518.804688 Penalty: 3309.328369
	Iteration 16Q: 3 clusters Score -81518.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -81526.398438 Penalty: 3309.328369
	Iteration 17Q: 3 clusters Score -81526.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -81529.359375 Penalty: 3309.328369
	Iteration 18Q: 3 clusters Score -81529.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -81531.187500 Penalty: 3309.328369
	Iteration 19Q: 3 clusters Score -81531.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -81533.304688 Penalty: 3309.328369
	Iteration 20F: 3 clusters Score -81533.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -81536.070312 Penalty: 3309.328369
	Iteration 21Q: 3 clusters Score -81536.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -81536.070312 Penalty: 3309.328369
	Iteration 22F: 3 clusters Score -81536.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17651 members 
Mstep: Class 4 contains 9851 members 
Mstep: Class 5 contains 20213 members 
Mstep: Class 6 contains 180488 members 
Mstep: Class 7 contains 14420 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 43170 members 
Mstep: Class 10 contains 9697 members 
Mstep: Class 11 contains 19448 members 
Mstep: Class 12 contains 84452 members 
Mstep: Class 13 contains 9173 members 
Mstep: Class 14 contains 43019 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 237263 members 
Mstep: Class 17 contains 236719 members 
Mstep: Class 18 contains 16249 members 
Mstep: Class 19 contains 9907 members 
Mstep: Class 20 contains 216435 members 
Mstep: Class 21 contains 2798 members 
Mstep: Class 22 contains 3736 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2342 members 
Mstep: Class 25 contains 10873 members 
Mstep: Class 26 contains 20231 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 327 members 
Entering Unmasked Estep 
Score: -154599936.000000 Penalty: 101103.531250
Splitting cluster 8 changes total score from -154600160.000000 to -154599936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (43170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Entering Unmasked Estep 
Score: -5227016.000000 Penalty: 2646.879395
	Iteration 0F: 2 clusters Score -5227016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -5197921.500000 Penalty: 5293.758789
	Iteration 0F: 3 clusters Score -5197922 nChanged 19675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -5208830.500000 Penalty: 5293.758789
	Iteration 1F: 3 clusters Score -5208830 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -5209699.000000 Penalty: 5293.758789
	Iteration 2Q: 3 clusters Score -5209699 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -5210739.000000 Penalty: 5293.758789
	Iteration 3F: 3 clusters Score -5210739 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -5212098.000000 Penalty: 5293.758789
	Iteration 4F: 3 clusters Score -5212098 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -5213831.000000 Penalty: 5293.758789
	Iteration 5F: 3 clusters Score -5213831 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -5215831.500000 Penalty: 5293.758789
	Iteration 6F: 3 clusters Score -5215832 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -5217849.000000 Penalty: 5293.758789
	Iteration 7F: 3 clusters Score -5217849 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -5219688.000000 Penalty: 5293.758789
	Iteration 8F: 3 clusters Score -5219688 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -5221096.000000 Penalty: 5293.758789
	Iteration 9Q: 3 clusters Score -5221096 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -5222103.000000 Penalty: 5293.758789
	Iteration 10Q: 3 clusters Score -5222103 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -5222956.500000 Penalty: 5293.758789
	Iteration 11Q: 3 clusters Score -5222956 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -5223664.500000 Penalty: 5293.758789
	Iteration 12Q: 3 clusters Score -5223664 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -5224174.500000 Penalty: 5293.758789
	Iteration 13Q: 3 clusters Score -5224174 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -5224553.500000 Penalty: 5293.758789
	Iteration 14Q: 3 clusters Score -5224554 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -5224761.000000 Penalty: 5293.758789
	Iteration 15Q: 3 clusters Score -5224761 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -5224949.500000 Penalty: 5293.758789
	Iteration 16Q: 3 clusters Score -5224950 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -5225086.500000 Penalty: 5293.758789
	Iteration 17Q: 3 clusters Score -5225086 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -5225226.000000 Penalty: 5293.758789
	Iteration 18Q: 3 clusters Score -5225226 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -5225328.500000 Penalty: 5293.758789
	Iteration 19Q: 3 clusters Score -5225328 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -5225451.500000 Penalty: 5293.758789
	Iteration 20F: 3 clusters Score -5225452 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -5225511.000000 Penalty: 5293.758789
	Iteration 21Q: 3 clusters Score -5225511 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -5225588.000000 Penalty: 5293.758789
	Iteration 22Q: 3 clusters Score -5225588 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -5225688.500000 Penalty: 5293.758789
	Iteration 23Q: 3 clusters Score -5225688 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -5225737.000000 Penalty: 5293.758789
	Iteration 24Q: 3 clusters Score -5225737 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -5225768.000000 Penalty: 5293.758789
	Iteration 25Q: 3 clusters Score -5225768 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -5225803.500000 Penalty: 5293.758789
	Iteration 26Q: 3 clusters Score -5225804 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -5225835.000000 Penalty: 5293.758789
	Iteration 27Q: 3 clusters Score -5225835 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -5225860.500000 Penalty: 5293.758789
	Iteration 28Q: 3 clusters Score -5225860 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -5225883.000000 Penalty: 5293.758789
	Iteration 29Q: 3 clusters Score -5225883 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -5225908.000000 Penalty: 5293.758789
	Iteration 30Q: 3 clusters Score -5225908 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -5225930.000000 Penalty: 5293.758789
	Iteration 31Q: 3 clusters Score -5225930 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -5225955.500000 Penalty: 5293.758789
	Iteration 32Q: 3 clusters Score -5225956 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -5226013.000000 Penalty: 5293.758789
	Iteration 33Q: 3 clusters Score -5226013 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -5226054.500000 Penalty: 5293.758789
	Iteration 34Q: 3 clusters Score -5226054 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -5226090.000000 Penalty: 5293.758789
	Iteration 35Q: 3 clusters Score -5226090 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -5226123.500000 Penalty: 5293.758789
	Iteration 36Q: 3 clusters Score -5226124 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -5226147.500000 Penalty: 5293.758789
	Iteration 37Q: 3 clusters Score -5226148 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -5226168.000000 Penalty: 5293.758789
	Iteration 38Q: 3 clusters Score -5226168 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -5226171.000000 Penalty: 5293.758789
	Iteration 39Q: 3 clusters Score -5226171 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -5226190.500000 Penalty: 5293.758789
	Iteration 40F: 3 clusters Score -5226190 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -5226209.000000 Penalty: 5293.758789
	Iteration 41Q: 3 clusters Score -5226209 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -5226208.500000 Penalty: 5293.758789
	Iteration 42Q: 3 clusters Score -5226208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -5226210.000000 Penalty: 5293.758789
	Iteration 43Q: 3 clusters Score -5226210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -5226215.500000 Penalty: 5293.758789
	Iteration 44Q: 3 clusters Score -5226216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -5226222.000000 Penalty: 5293.758789
	Iteration 45Q: 3 clusters Score -5226222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -5226235.500000 Penalty: 5293.758789
	Iteration 46Q: 3 clusters Score -5226236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -5226236.000000 Penalty: 5293.758789
	Iteration 47Q: 3 clusters Score -5226236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -5226239.000000 Penalty: 5293.758789
	Iteration 48Q: 3 clusters Score -5226239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -5226238.500000 Penalty: 5293.758789
	Iteration 49Q: 3 clusters Score -5226238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -5226238.500000 Penalty: 5293.758789
	Iteration 50Q: 3 clusters Score -5226238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -5226235.500000 Penalty: 5293.758789
	Iteration 51Q: 3 clusters Score -5226236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -5226235.500000 Penalty: 5293.758789
	Iteration 52F: 3 clusters Score -5226236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Entering Unmasked Estep 
Score: -1145345.750000 Penalty: 2276.533936
	Iteration 0F: 2 clusters Score -1145346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1137892.250000 Penalty: 4553.067871
	Iteration 0F: 3 clusters Score -1137892 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1140138.250000 Penalty: 4553.067871
	Iteration 1F: 3 clusters Score -1140138 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1140500.500000 Penalty: 4553.067871
	Iteration 2F: 3 clusters Score -1140500 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1140934.625000 Penalty: 4553.067871
	Iteration 3F: 3 clusters Score -1140935 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1141511.750000 Penalty: 4553.067871
	Iteration 4F: 3 clusters Score -1141512 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1142219.875000 Penalty: 4553.067871
	Iteration 5F: 3 clusters Score -1142220 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1142892.875000 Penalty: 4553.067871
	Iteration 6F: 3 clusters Score -1142893 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1143388.625000 Penalty: 4553.067871
	Iteration 7F: 3 clusters Score -1143389 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1143759.750000 Penalty: 4553.067871
	Iteration 8Q: 3 clusters Score -1143760 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1143989.375000 Penalty: 4553.067871
	Iteration 9Q: 3 clusters Score -1143989 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1144151.375000 Penalty: 4553.067871
	Iteration 10Q: 3 clusters Score -1144151 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1144247.250000 Penalty: 4553.067871
	Iteration 11Q: 3 clusters Score -1144247 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1144309.250000 Penalty: 4553.067871
	Iteration 12Q: 3 clusters Score -1144309 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1144362.375000 Penalty: 4553.067871
	Iteration 13Q: 3 clusters Score -1144362 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1144412.750000 Penalty: 4553.067871
	Iteration 14Q: 3 clusters Score -1144413 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1144455.000000 Penalty: 4553.067871
	Iteration 15Q: 3 clusters Score -1144455 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1144486.875000 Penalty: 4553.067871
	Iteration 16Q: 3 clusters Score -1144487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1144505.625000 Penalty: 4553.067871
	Iteration 17Q: 3 clusters Score -1144506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1144516.375000 Penalty: 4553.067871
	Iteration 18Q: 3 clusters Score -1144516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1144528.375000 Penalty: 4553.067871
	Iteration 19Q: 3 clusters Score -1144528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1144532.750000 Penalty: 4553.067871
	Iteration 20F: 3 clusters Score -1144533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1144535.250000 Penalty: 4553.067871
	Iteration 21Q: 3 clusters Score -1144535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1144537.500000 Penalty: 4553.067871
	Iteration 22Q: 3 clusters Score -1144538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1144538.750000 Penalty: 4553.067871
	Iteration 23Q: 3 clusters Score -1144539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1144540.750000 Penalty: 4553.067871
	Iteration 24Q: 3 clusters Score -1144541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1144540.750000 Penalty: 4553.067871
	Iteration 25F: 3 clusters Score -1144541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Entering Unmasked Estep 
Score: -2184976.750000 Penalty: 2449.124023
	Iteration 0F: 2 clusters Score -2184977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2171282.000000 Penalty: 4898.248047
	Iteration 0F: 3 clusters Score -2171282 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2175856.500000 Penalty: 4898.248047
	Iteration 1F: 3 clusters Score -2175856 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2176282.250000 Penalty: 4898.248047
	Iteration 2F: 3 clusters Score -2176282 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2176612.000000 Penalty: 4898.248047
	Iteration 3Q: 3 clusters Score -2176612 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2176895.250000 Penalty: 4898.248047
	Iteration 4Q: 3 clusters Score -2176895 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2177151.000000 Penalty: 4898.248047
	Iteration 5Q: 3 clusters Score -2177151 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2177404.000000 Penalty: 4898.248047
	Iteration 6Q: 3 clusters Score -2177404 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2177650.000000 Penalty: 4898.248047
	Iteration 7Q: 3 clusters Score -2177650 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2177892.000000 Penalty: 4898.248047
	Iteration 8Q: 3 clusters Score -2177892 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2178184.250000 Penalty: 4898.248047
	Iteration 9Q: 3 clusters Score -2178184 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2178506.750000 Penalty: 4898.248047
	Iteration 10Q: 3 clusters Score -2178507 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2178914.000000 Penalty: 4898.248047
	Iteration 11Q: 3 clusters Score -2178914 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2179305.500000 Penalty: 4898.248047
	Iteration 12Q: 3 clusters Score -2179306 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2179720.750000 Penalty: 4898.248047
	Iteration 13Q: 3 clusters Score -2179721 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2180116.500000 Penalty: 4898.248047
	Iteration 14Q: 3 clusters Score -2180116 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2180447.000000 Penalty: 4898.248047
	Iteration 15Q: 3 clusters Score -2180447 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2180720.500000 Penalty: 4898.248047
	Iteration 16Q: 3 clusters Score -2180720 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2180899.250000 Penalty: 4898.248047
	Iteration 17Q: 3 clusters Score -2180899 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2181036.000000 Penalty: 4898.248047
	Iteration 18Q: 3 clusters Score -2181036 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2181145.000000 Penalty: 4898.248047
	Iteration 19Q: 3 clusters Score -2181145 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2181248.250000 Penalty: 4898.248047
	Iteration 20F: 3 clusters Score -2181248 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2181344.000000 Penalty: 4898.248047
	Iteration 21Q: 3 clusters Score -2181344 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2181411.500000 Penalty: 4898.248047
	Iteration 22Q: 3 clusters Score -2181412 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2181461.000000 Penalty: 4898.248047
	Iteration 23Q: 3 clusters Score -2181461 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2181526.500000 Penalty: 4898.248047
	Iteration 24Q: 3 clusters Score -2181526 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2181551.500000 Penalty: 4898.248047
	Iteration 25Q: 3 clusters Score -2181552 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2181592.750000 Penalty: 4898.248047
	Iteration 26Q: 3 clusters Score -2181593 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2181641.500000 Penalty: 4898.248047
	Iteration 27Q: 3 clusters Score -2181642 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2181683.000000 Penalty: 4898.248047
	Iteration 28Q: 3 clusters Score -2181683 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2181738.250000 Penalty: 4898.248047
	Iteration 29Q: 3 clusters Score -2181738 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2181775.000000 Penalty: 4898.248047
	Iteration 30Q: 3 clusters Score -2181775 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2181815.750000 Penalty: 4898.248047
	Iteration 31Q: 3 clusters Score -2181816 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2181867.000000 Penalty: 4898.248047
	Iteration 32Q: 3 clusters Score -2181867 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2181935.500000 Penalty: 4898.248047
	Iteration 33Q: 3 clusters Score -2181936 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2181991.750000 Penalty: 4898.248047
	Iteration 34Q: 3 clusters Score -2181992 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2182053.500000 Penalty: 4898.248047
	Iteration 35Q: 3 clusters Score -2182054 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2182122.250000 Penalty: 4898.248047
	Iteration 36Q: 3 clusters Score -2182122 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2182176.750000 Penalty: 4898.248047
	Iteration 37Q: 3 clusters Score -2182177 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2182221.250000 Penalty: 4898.248047
	Iteration 38Q: 3 clusters Score -2182221 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2182272.750000 Penalty: 4898.248047
	Iteration 39Q: 3 clusters Score -2182273 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2182330.500000 Penalty: 4898.248047
	Iteration 40F: 3 clusters Score -2182330 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2182391.500000 Penalty: 4898.248047
	Iteration 41Q: 3 clusters Score -2182392 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2182455.250000 Penalty: 4898.248047
	Iteration 42Q: 3 clusters Score -2182455 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2182513.750000 Penalty: 4898.248047
	Iteration 43Q: 3 clusters Score -2182514 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2182572.750000 Penalty: 4898.248047
	Iteration 44Q: 3 clusters Score -2182573 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2182623.500000 Penalty: 4898.248047
	Iteration 45Q: 3 clusters Score -2182624 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2182689.750000 Penalty: 4898.248047
	Iteration 46Q: 3 clusters Score -2182690 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2182745.750000 Penalty: 4898.248047
	Iteration 47Q: 3 clusters Score -2182746 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2182813.000000 Penalty: 4898.248047
	Iteration 48Q: 3 clusters Score -2182813 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2182879.750000 Penalty: 4898.248047
	Iteration 49Q: 3 clusters Score -2182880 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2182931.750000 Penalty: 4898.248047
	Iteration 50Q: 3 clusters Score -2182932 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2182997.000000 Penalty: 4898.248047
	Iteration 51Q: 3 clusters Score -2182997 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2183047.750000 Penalty: 4898.248047
	Iteration 52Q: 3 clusters Score -2183048 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2183093.500000 Penalty: 4898.248047
	Iteration 53Q: 3 clusters Score -2183094 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2183125.250000 Penalty: 4898.248047
	Iteration 54Q: 3 clusters Score -2183125 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2183157.250000 Penalty: 4898.248047
	Iteration 55Q: 3 clusters Score -2183157 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2183179.250000 Penalty: 4898.248047
	Iteration 56Q: 3 clusters Score -2183179 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2183193.000000 Penalty: 4898.248047
	Iteration 57Q: 3 clusters Score -2183193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2183211.500000 Penalty: 4898.248047
	Iteration 58Q: 3 clusters Score -2183212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2183228.000000 Penalty: 4898.248047
	Iteration 59Q: 3 clusters Score -2183228 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2183244.250000 Penalty: 4898.248047
	Iteration 60F: 3 clusters Score -2183244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2183254.500000 Penalty: 4898.248047
	Iteration 61Q: 3 clusters Score -2183254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2183261.250000 Penalty: 4898.248047
	Iteration 62Q: 3 clusters Score -2183261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2183265.250000 Penalty: 4898.248047
	Iteration 63Q: 3 clusters Score -2183265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2183270.750000 Penalty: 4898.248047
	Iteration 64Q: 3 clusters Score -2183271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2183281.000000 Penalty: 4898.248047
	Iteration 65Q: 3 clusters Score -2183281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2183282.500000 Penalty: 4898.248047
	Iteration 66Q: 3 clusters Score -2183282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2183286.000000 Penalty: 4898.248047
	Iteration 67Q: 3 clusters Score -2183286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2183294.250000 Penalty: 4898.248047
	Iteration 68Q: 3 clusters Score -2183294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2183301.500000 Penalty: 4898.248047
	Iteration 69Q: 3 clusters Score -2183302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2183305.000000 Penalty: 4898.248047
	Iteration 70Q: 3 clusters Score -2183305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2183307.500000 Penalty: 4898.248047
	Iteration 71Q: 3 clusters Score -2183308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2183308.250000 Penalty: 4898.248047
	Iteration 72Q: 3 clusters Score -2183308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2183309.500000 Penalty: 4898.248047
	Iteration 73Q: 3 clusters Score -2183310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2183310.750000 Penalty: 4898.248047
	Iteration 74Q: 3 clusters Score -2183311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2183308.250000 Penalty: 4898.248047
	Iteration 75Q: 3 clusters Score -2183308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2183308.500000 Penalty: 4898.248047
	Iteration 76Q: 3 clusters Score -2183308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2183307.750000 Penalty: 4898.248047
	Iteration 77Q: 3 clusters Score -2183308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2183316.000000 Penalty: 4898.248047
	Iteration 78Q: 3 clusters Score -2183316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2183315.500000 Penalty: 4898.248047
	Iteration 79Q: 3 clusters Score -2183316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2183316.750000 Penalty: 4898.248047
	Iteration 80F: 3 clusters Score -2183317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2183315.750000 Penalty: 4898.248047
	Iteration 81Q: 3 clusters Score -2183316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2183320.500000 Penalty: 4898.248047
	Iteration 82Q: 3 clusters Score -2183320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2183322.500000 Penalty: 4898.248047
	Iteration 83Q: 3 clusters Score -2183322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2183323.250000 Penalty: 4898.248047
	Iteration 84Q: 3 clusters Score -2183323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2183321.750000 Penalty: 4898.248047
	Iteration 85Q: 3 clusters Score -2183322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2183327.000000 Penalty: 4898.248047
	Iteration 86Q: 3 clusters Score -2183327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2183331.000000 Penalty: 4898.248047
	Iteration 87Q: 3 clusters Score -2183331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2183334.500000 Penalty: 4898.248047
	Iteration 88Q: 3 clusters Score -2183334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2183344.500000 Penalty: 4898.248047
	Iteration 89Q: 3 clusters Score -2183344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2183338.500000 Penalty: 4898.248047
	Iteration 90Q: 3 clusters Score -2183338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2183339.000000 Penalty: 4898.248047
	Iteration 91Q: 3 clusters Score -2183339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2183339.250000 Penalty: 4898.248047
	Iteration 92Q: 3 clusters Score -2183339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2183339.250000 Penalty: 4898.248047
	Iteration 93F: 3 clusters Score -2183339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (84452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84452 members 
Entering Unmasked Estep 
Score: -10227516.000000 Penalty: 2813.296875
	Iteration 0F: 2 clusters Score -1.022752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -10170923.000000 Penalty: 5626.593750
	Iteration 0F: 3 clusters Score -1.017092e+07 nChanged 39871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -10193363.000000 Penalty: 5626.593750
	Iteration 1F: 3 clusters Score -1.019336e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -10194094.000000 Penalty: 5626.593750
	Iteration 2Q: 3 clusters Score -1.019409e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -10194879.000000 Penalty: 5626.593750
	Iteration 3Q: 3 clusters Score -1.019488e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -10195874.000000 Penalty: 5626.593750
	Iteration 4Q: 3 clusters Score -1.019587e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -10197000.000000 Penalty: 5626.593750
	Iteration 5Q: 3 clusters Score -1.0197e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -10198457.000000 Penalty: 5626.593750
	Iteration 6Q: 3 clusters Score -1.019846e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 49642 members 
Entering Unmasked Estep 
Score: -10200539.000000 Penalty: 5626.593750
	Iteration 7Q: 3 clusters Score -1.020054e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -10203302.000000 Penalty: 5626.593750
	Iteration 8Q: 3 clusters Score -1.02033e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 55045 members 
Entering Unmasked Estep 
Score: -10206885.000000 Penalty: 5626.593750
	Iteration 9F: 3 clusters Score -1.020688e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 58241 members 
Entering Unmasked Estep 
Score: -10211085.000000 Penalty: 5626.593750
	Iteration 10F: 3 clusters Score -1.021108e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -10215245.000000 Penalty: 5626.593750
	Iteration 11F: 3 clusters Score -1.021524e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 63323 members 
Entering Unmasked Estep 
Score: -10218420.000000 Penalty: 5626.593750
	Iteration 12Q: 3 clusters Score -1.021842e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 64907 members 
Entering Unmasked Estep 
Score: -10220372.000000 Penalty: 5626.593750
	Iteration 13Q: 3 clusters Score -1.022037e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 66161 members 
Entering Unmasked Estep 
Score: -10221599.000000 Penalty: 5626.593750
	Iteration 14Q: 3 clusters Score -1.02216e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 67322 members 
Entering Unmasked Estep 
Score: -10222443.000000 Penalty: 5626.593750
	Iteration 15Q: 3 clusters Score -1.022244e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 68365 members 
Entering Unmasked Estep 
Score: -10223166.000000 Penalty: 5626.593750
	Iteration 16Q: 3 clusters Score -1.022317e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -10223595.000000 Penalty: 5626.593750
	Iteration 17Q: 3 clusters Score -1.02236e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 70147 members 
Entering Unmasked Estep 
Score: -10223966.000000 Penalty: 5626.593750
	Iteration 18Q: 3 clusters Score -1.022397e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 70923 members 
Entering Unmasked Estep 
Score: -10224320.000000 Penalty: 5626.593750
	Iteration 19Q: 3 clusters Score -1.022432e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 71592 members 
Entering Unmasked Estep 
Score: -10224481.000000 Penalty: 5626.593750
	Iteration 20F: 3 clusters Score -1.022448e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 72248 members 
Entering Unmasked Estep 
Score: -10224642.000000 Penalty: 5626.593750
	Iteration 21Q: 3 clusters Score -1.022464e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 72795 members 
Entering Unmasked Estep 
Score: -10224803.000000 Penalty: 5626.593750
	Iteration 22Q: 3 clusters Score -1.02248e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 73267 members 
Entering Unmasked Estep 
Score: -10224888.000000 Penalty: 5626.593750
	Iteration 23Q: 3 clusters Score -1.022489e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 73684 members 
Entering Unmasked Estep 
Score: -10224957.000000 Penalty: 5626.593750
	Iteration 24Q: 3 clusters Score -1.022496e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 74069 members 
Entering Unmasked Estep 
Score: -10225084.000000 Penalty: 5626.593750
	Iteration 25Q: 3 clusters Score -1.022508e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 74412 members 
Entering Unmasked Estep 
Score: -10225109.000000 Penalty: 5626.593750
	Iteration 26Q: 3 clusters Score -1.022511e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 74720 members 
Entering Unmasked Estep 
Score: -10225171.000000 Penalty: 5626.593750
	Iteration 27Q: 3 clusters Score -1.022517e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 74979 members 
Entering Unmasked Estep 
Score: -10225197.000000 Penalty: 5626.593750
	Iteration 28Q: 3 clusters Score -1.02252e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 75222 members 
Entering Unmasked Estep 
Score: -10225214.000000 Penalty: 5626.593750
	Iteration 29Q: 3 clusters Score -1.022521e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 75447 members 
Entering Unmasked Estep 
Score: -10225285.000000 Penalty: 5626.593750
	Iteration 30Q: 3 clusters Score -1.022528e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 75660 members 
Entering Unmasked Estep 
Score: -10225343.000000 Penalty: 5626.593750
	Iteration 31Q: 3 clusters Score -1.022534e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 75853 members 
Entering Unmasked Estep 
Score: -10225352.000000 Penalty: 5626.593750
	Iteration 32Q: 3 clusters Score -1.022535e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 76027 members 
Entering Unmasked Estep 
Score: -10225390.000000 Penalty: 5626.593750
	Iteration 33Q: 3 clusters Score -1.022539e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 76184 members 
Entering Unmasked Estep 
Score: -10225422.000000 Penalty: 5626.593750
	Iteration 34Q: 3 clusters Score -1.022542e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 76367 members 
Entering Unmasked Estep 
Score: -10225432.000000 Penalty: 5626.593750
	Iteration 35Q: 3 clusters Score -1.022543e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 76517 members 
Entering Unmasked Estep 
Score: -10225472.000000 Penalty: 5626.593750
	Iteration 36Q: 3 clusters Score -1.022547e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 76642 members 
Entering Unmasked Estep 
Score: -10225502.000000 Penalty: 5626.593750
	Iteration 37Q: 3 clusters Score -1.02255e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 76750 members 
Entering Unmasked Estep 
Score: -10225525.000000 Penalty: 5626.593750
	Iteration 38Q: 3 clusters Score -1.022552e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 76855 members 
Entering Unmasked Estep 
Score: -10225540.000000 Penalty: 5626.593750
	Iteration 39Q: 3 clusters Score -1.022554e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 76972 members 
Entering Unmasked Estep 
Score: -10225545.000000 Penalty: 5626.593750
	Iteration 40F: 3 clusters Score -1.022554e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 77068 members 
Entering Unmasked Estep 
Score: -10225555.000000 Penalty: 5626.593750
	Iteration 41Q: 3 clusters Score -1.022556e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 77154 members 
Entering Unmasked Estep 
Score: -10225578.000000 Penalty: 5626.593750
	Iteration 42Q: 3 clusters Score -1.022558e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 77256 members 
Entering Unmasked Estep 
Score: -10225591.000000 Penalty: 5626.593750
	Iteration 43Q: 3 clusters Score -1.022559e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 77357 members 
Entering Unmasked Estep 
Score: -10225608.000000 Penalty: 5626.593750
	Iteration 44Q: 3 clusters Score -1.022561e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 77450 members 
Entering Unmasked Estep 
Score: -10225608.000000 Penalty: 5626.593750
	Iteration 45Q: 3 clusters Score -1.022561e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 77531 members 
Entering Unmasked Estep 
Score: -10225612.000000 Penalty: 5626.593750
	Iteration 46Q: 3 clusters Score -1.022561e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 77611 members 
Entering Unmasked Estep 
Score: -10225623.000000 Penalty: 5626.593750
	Iteration 47Q: 3 clusters Score -1.022562e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 77690 members 
Entering Unmasked Estep 
Score: -10225620.000000 Penalty: 5626.593750
	Iteration 48Q: 3 clusters Score -1.022562e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 77754 members 
Entering Unmasked Estep 
Score: -10225624.000000 Penalty: 5626.593750
	Iteration 49Q: 3 clusters Score -1.022562e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 77815 members 
Entering Unmasked Estep 
Score: -10225615.000000 Penalty: 5626.593750
	Iteration 50Q: 3 clusters Score -1.022562e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 77880 members 
Entering Unmasked Estep 
Score: -10225650.000000 Penalty: 5626.593750
	Iteration 51Q: 3 clusters Score -1.022565e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 77934 members 
Entering Unmasked Estep 
Score: -10225650.000000 Penalty: 5626.593750
	Iteration 52Q: 3 clusters Score -1.022565e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 77984 members 
Entering Unmasked Estep 
Score: -10225664.000000 Penalty: 5626.593750
	Iteration 53Q: 3 clusters Score -1.022566e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 78035 members 
Entering Unmasked Estep 
Score: -10225665.000000 Penalty: 5626.593750
	Iteration 54Q: 3 clusters Score -1.022566e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 78091 members 
Entering Unmasked Estep 
Score: -10225677.000000 Penalty: 5626.593750
	Iteration 55Q: 3 clusters Score -1.022568e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 78136 members 
Entering Unmasked Estep 
Score: -10225674.000000 Penalty: 5626.593750
	Iteration 56Q: 3 clusters Score -1.022567e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 78177 members 
Entering Unmasked Estep 
Score: -10225681.000000 Penalty: 5626.593750
	Iteration 57Q: 3 clusters Score -1.022568e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 78222 members 
Entering Unmasked Estep 
Score: -10225680.000000 Penalty: 5626.593750
	Iteration 58Q: 3 clusters Score -1.022568e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 78255 members 
Entering Unmasked Estep 
Score: -10225670.000000 Penalty: 5626.593750
	Iteration 59Q: 3 clusters Score -1.022567e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 78282 members 
Entering Unmasked Estep 
Score: -10225692.000000 Penalty: 5626.593750
	Iteration 60F: 3 clusters Score -1.022569e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 78306 members 
Entering Unmasked Estep 
Score: -10225695.000000 Penalty: 5626.593750
	Iteration 61Q: 3 clusters Score -1.02257e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 78331 members 
Entering Unmasked Estep 
Score: -10225725.000000 Penalty: 5626.593750
	Iteration 62Q: 3 clusters Score -1.022572e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 78360 members 
Entering Unmasked Estep 
Score: -10225715.000000 Penalty: 5626.593750
	Iteration 63Q: 3 clusters Score -1.022572e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 78382 members 
Entering Unmasked Estep 
Score: -10225720.000000 Penalty: 5626.593750
	Iteration 64Q: 3 clusters Score -1.022572e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 78403 members 
Entering Unmasked Estep 
Score: -10225716.000000 Penalty: 5626.593750
	Iteration 65Q: 3 clusters Score -1.022572e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 78420 members 
Entering Unmasked Estep 
Score: -10225709.000000 Penalty: 5626.593750
	Iteration 66Q: 3 clusters Score -1.022571e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 78432 members 
Entering Unmasked Estep 
Score: -10225717.000000 Penalty: 5626.593750
	Iteration 67Q: 3 clusters Score -1.022572e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 78443 members 
Entering Unmasked Estep 
Score: -10225719.000000 Penalty: 5626.593750
	Iteration 68Q: 3 clusters Score -1.022572e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 78455 members 
Entering Unmasked Estep 
Score: -10225722.000000 Penalty: 5626.593750
	Iteration 69Q: 3 clusters Score -1.022572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 78466 members 
Entering Unmasked Estep 
Score: -10225709.000000 Penalty: 5626.593750
	Iteration 70Q: 3 clusters Score -1.022571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 78475 members 
Entering Unmasked Estep 
Score: -10225713.000000 Penalty: 5626.593750
	Iteration 71Q: 3 clusters Score -1.022571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 78481 members 
Entering Unmasked Estep 
Score: -10225716.000000 Penalty: 5626.593750
	Iteration 72Q: 3 clusters Score -1.022572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 78488 members 
Entering Unmasked Estep 
Score: -10225721.000000 Penalty: 5626.593750
	Iteration 73Q: 3 clusters Score -1.022572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 78494 members 
Entering Unmasked Estep 
Score: -10225717.000000 Penalty: 5626.593750
	Iteration 74Q: 3 clusters Score -1.022572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 78499 members 
Entering Unmasked Estep 
Score: -10225716.000000 Penalty: 5626.593750
	Iteration 75Q: 3 clusters Score -1.022572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 78509 members 
Entering Unmasked Estep 
Score: -10225713.000000 Penalty: 5626.593750
	Iteration 76Q: 3 clusters Score -1.022571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -10225711.000000 Penalty: 5626.593750
	Iteration 77Q: 3 clusters Score -1.022571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 78529 members 
Entering Unmasked Estep 
Score: -10225721.000000 Penalty: 5626.593750
	Iteration 78Q: 3 clusters Score -1.022572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 78534 members 
Entering Unmasked Estep 
Score: -10225700.000000 Penalty: 5626.593750
	Iteration 79Q: 3 clusters Score -1.02257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 78540 members 
Entering Unmasked Estep 
Score: -10225717.000000 Penalty: 5626.593750
	Iteration 80F: 3 clusters Score -1.022572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 78549 members 
Entering Unmasked Estep 
Score: -10225712.000000 Penalty: 5626.593750
	Iteration 81Q: 3 clusters Score -1.022571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 78556 members 
Entering Unmasked Estep 
Score: -10225709.000000 Penalty: 5626.593750
	Iteration 82Q: 3 clusters Score -1.022571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 78562 members 
Entering Unmasked Estep 
Score: -10225714.000000 Penalty: 5626.593750
	Iteration 83Q: 3 clusters Score -1.022571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 78569 members 
Entering Unmasked Estep 
Score: -10225706.000000 Penalty: 5626.593750
	Iteration 84Q: 3 clusters Score -1.022571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 78570 members 
Entering Unmasked Estep 
Score: -10225703.000000 Penalty: 5626.593750
	Iteration 85Q: 3 clusters Score -1.02257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 78571 members 
Entering Unmasked Estep 
Score: -10225706.000000 Penalty: 5626.593750
	Iteration 86Q: 3 clusters Score -1.022571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 78575 members 
Entering Unmasked Estep 
Score: -10225707.000000 Penalty: 5626.593750
	Iteration 87Q: 3 clusters Score -1.022571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 78581 members 
Entering Unmasked Estep 
Score: -10225711.000000 Penalty: 5626.593750
	Iteration 88Q: 3 clusters Score -1.022571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 78588 members 
Entering Unmasked Estep 
Score: -10225711.000000 Penalty: 5626.593750
	Iteration 89Q: 3 clusters Score -1.022571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 78596 members 
Entering Unmasked Estep 
Score: -10225723.000000 Penalty: 5626.593750
	Iteration 90Q: 3 clusters Score -1.022572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 78604 members 
Entering Unmasked Estep 
Score: -10225731.000000 Penalty: 5626.593750
	Iteration 91Q: 3 clusters Score -1.022573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 78609 members 
Entering Unmasked Estep 
Score: -10225730.000000 Penalty: 5626.593750
	Iteration 92Q: 3 clusters Score -1.022573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 78612 members 
Entering Unmasked Estep 
Score: -10225727.000000 Penalty: 5626.593750
	Iteration 93Q: 3 clusters Score -1.022573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 78617 members 
Entering Unmasked Estep 
Score: -10225723.000000 Penalty: 5626.593750
	Iteration 94Q: 3 clusters Score -1.022572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 78621 members 
Entering Unmasked Estep 
Score: -10225726.000000 Penalty: 5626.593750
	Iteration 95Q: 3 clusters Score -1.022573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 78624 members 
Entering Unmasked Estep 
Score: -10225728.000000 Penalty: 5626.593750
	Iteration 96Q: 3 clusters Score -1.022573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 78627 members 
Entering Unmasked Estep 
Score: -10225723.000000 Penalty: 5626.593750
	Iteration 97Q: 3 clusters Score -1.022572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 78628 members 
Entering Unmasked Estep 
Score: -10225730.000000 Penalty: 5626.593750
	Iteration 98Q: 3 clusters Score -1.022573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 78628 members 
Entering Unmasked Estep 
Score: -10225720.000000 Penalty: 5626.593750
	Iteration 99Q: 3 clusters Score -1.022572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 78632 members 
Entering Unmasked Estep 
Score: -10225740.000000 Penalty: 5626.593750
	Iteration 100F: 3 clusters Score -1.022574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 78632 members 
Entering Unmasked Estep 
Score: -10225738.000000 Penalty: 5626.593750
	Iteration 101Q: 3 clusters Score -1.022574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 78635 members 
Entering Unmasked Estep 
Score: -10225739.000000 Penalty: 5626.593750
	Iteration 102Q: 3 clusters Score -1.022574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 78637 members 
Entering Unmasked Estep 
Score: -10225741.000000 Penalty: 5626.593750
	Iteration 103Q: 3 clusters Score -1.022574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -10225735.000000 Penalty: 5626.593750
	Iteration 104Q: 3 clusters Score -1.022574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 78639 members 
Entering Unmasked Estep 
Score: -10225732.000000 Penalty: 5626.593750
	Iteration 105Q: 3 clusters Score -1.022573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 78640 members 
Entering Unmasked Estep 
Score: -10225731.000000 Penalty: 5626.593750
	Iteration 106Q: 3 clusters Score -1.022573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 78641 members 
Entering Unmasked Estep 
Score: -10225731.000000 Penalty: 5626.593750
	Iteration 107Q: 3 clusters Score -1.022573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 78641 members 
Entering Unmasked Estep 
Score: -10225731.000000 Penalty: 5626.593750
	Iteration 108F: 3 clusters Score -1.022573e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Entering Unmasked Estep 
Score: -1016403.187500 Penalty: 2262.756836
	Iteration 0F: 2 clusters Score -1016403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1009307.562500 Penalty: 4525.513672
	Iteration 0F: 3 clusters Score -1009308 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1011324.000000 Penalty: 4525.513672
	Iteration 1F: 3 clusters Score -1011324 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1011618.062500 Penalty: 4525.513672
	Iteration 2F: 3 clusters Score -1011618 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1011839.062500 Penalty: 4525.513672
	Iteration 3Q: 3 clusters Score -1011839 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1012013.500000 Penalty: 4525.513672
	Iteration 4Q: 3 clusters Score -1012014 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1012192.375000 Penalty: 4525.513672
	Iteration 5Q: 3 clusters Score -1012192 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1012373.187500 Penalty: 4525.513672
	Iteration 6Q: 3 clusters Score -1012373 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1012537.312500 Penalty: 4525.513672
	Iteration 7Q: 3 clusters Score -1012537 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1012671.375000 Penalty: 4525.513672
	Iteration 8Q: 3 clusters Score -1012671 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1012793.312500 Penalty: 4525.513672
	Iteration 9Q: 3 clusters Score -1012793 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1012910.437500 Penalty: 4525.513672
	Iteration 10Q: 3 clusters Score -1012910 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1013042.375000 Penalty: 4525.513672
	Iteration 11Q: 3 clusters Score -1013042 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1013164.750000 Penalty: 4525.513672
	Iteration 12Q: 3 clusters Score -1013165 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1013291.937500 Penalty: 4525.513672
	Iteration 13Q: 3 clusters Score -1013292 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1013412.687500 Penalty: 4525.513672
	Iteration 14Q: 3 clusters Score -1013413 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1013518.750000 Penalty: 4525.513672
	Iteration 15Q: 3 clusters Score -1013519 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1013623.937500 Penalty: 4525.513672
	Iteration 16Q: 3 clusters Score -1013624 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1013719.812500 Penalty: 4525.513672
	Iteration 17Q: 3 clusters Score -1013720 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1013809.812500 Penalty: 4525.513672
	Iteration 18Q: 3 clusters Score -1013810 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1013888.812500 Penalty: 4525.513672
	Iteration 19Q: 3 clusters Score -1013889 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1013935.812500 Penalty: 4525.513672
	Iteration 20F: 3 clusters Score -1013936 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1013972.687500 Penalty: 4525.513672
	Iteration 21Q: 3 clusters Score -1013973 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1014008.562500 Penalty: 4525.513672
	Iteration 22Q: 3 clusters Score -1014009 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1014045.312500 Penalty: 4525.513672
	Iteration 23Q: 3 clusters Score -1014045 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1014072.937500 Penalty: 4525.513672
	Iteration 24Q: 3 clusters Score -1014073 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1014094.625000 Penalty: 4525.513672
	Iteration 25Q: 3 clusters Score -1014095 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1014115.812500 Penalty: 4525.513672
	Iteration 26Q: 3 clusters Score -1014116 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1014130.000000 Penalty: 4525.513672
	Iteration 27Q: 3 clusters Score -1014130 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1014140.875000 Penalty: 4525.513672
	Iteration 28Q: 3 clusters Score -1014141 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1014152.562500 Penalty: 4525.513672
	Iteration 29Q: 3 clusters Score -1014153 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1014161.187500 Penalty: 4525.513672
	Iteration 30Q: 3 clusters Score -1014161 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1014167.312500 Penalty: 4525.513672
	Iteration 31Q: 3 clusters Score -1014167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1014175.062500 Penalty: 4525.513672
	Iteration 32Q: 3 clusters Score -1014175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1014178.812500 Penalty: 4525.513672
	Iteration 33Q: 3 clusters Score -1014179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1014184.625000 Penalty: 4525.513672
	Iteration 34Q: 3 clusters Score -1014185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1014186.937500 Penalty: 4525.513672
	Iteration 35Q: 3 clusters Score -1014187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1014191.000000 Penalty: 4525.513672
	Iteration 36Q: 3 clusters Score -1014191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1014195.250000 Penalty: 4525.513672
	Iteration 37Q: 3 clusters Score -1014195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1014196.437500 Penalty: 4525.513672
	Iteration 38Q: 3 clusters Score -1014196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1014199.875000 Penalty: 4525.513672
	Iteration 39Q: 3 clusters Score -1014200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1014201.312500 Penalty: 4525.513672
	Iteration 40F: 3 clusters Score -1014201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1014203.125000 Penalty: 4525.513672
	Iteration 41Q: 3 clusters Score -1014203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1014204.937500 Penalty: 4525.513672
	Iteration 42Q: 3 clusters Score -1014205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1014208.937500 Penalty: 4525.513672
	Iteration 43Q: 3 clusters Score -1014209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1014211.500000 Penalty: 4525.513672
	Iteration 44Q: 3 clusters Score -1014212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1014216.562500 Penalty: 4525.513672
	Iteration 45Q: 3 clusters Score -1014217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1014218.000000 Penalty: 4525.513672
	Iteration 46Q: 3 clusters Score -1014218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1014223.562500 Penalty: 4525.513672
	Iteration 47Q: 3 clusters Score -1014224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1014227.500000 Penalty: 4525.513672
	Iteration 48Q: 3 clusters Score -1014228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1014232.562500 Penalty: 4525.513672
	Iteration 49Q: 3 clusters Score -1014233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1014235.500000 Penalty: 4525.513672
	Iteration 50Q: 3 clusters Score -1014236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1014240.250000 Penalty: 4525.513672
	Iteration 51Q: 3 clusters Score -1014240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1014241.875000 Penalty: 4525.513672
	Iteration 52Q: 3 clusters Score -1014242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1014242.500000 Penalty: 4525.513672
	Iteration 53Q: 3 clusters Score -1014242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1014249.875000 Penalty: 4525.513672
	Iteration 54Q: 3 clusters Score -1014250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1014254.312500 Penalty: 4525.513672
	Iteration 55Q: 3 clusters Score -1014254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1014259.500000 Penalty: 4525.513672
	Iteration 56Q: 3 clusters Score -1014260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1014264.812500 Penalty: 4525.513672
	Iteration 57Q: 3 clusters Score -1014265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1014265.812500 Penalty: 4525.513672
	Iteration 58Q: 3 clusters Score -1014266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1014270.687500 Penalty: 4525.513672
	Iteration 59Q: 3 clusters Score -1014271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1014274.000000 Penalty: 4525.513672
	Iteration 60F: 3 clusters Score -1014274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1014280.250000 Penalty: 4525.513672
	Iteration 61Q: 3 clusters Score -1014280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1014287.687500 Penalty: 4525.513672
	Iteration 62Q: 3 clusters Score -1014288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1014292.562500 Penalty: 4525.513672
	Iteration 63Q: 3 clusters Score -1014293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1014299.312500 Penalty: 4525.513672
	Iteration 64Q: 3 clusters Score -1014299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1014305.687500 Penalty: 4525.513672
	Iteration 65Q: 3 clusters Score -1014306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1014310.062500 Penalty: 4525.513672
	Iteration 66Q: 3 clusters Score -1014310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1014315.250000 Penalty: 4525.513672
	Iteration 67Q: 3 clusters Score -1014315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1014318.625000 Penalty: 4525.513672
	Iteration 68Q: 3 clusters Score -1014319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1014323.937500 Penalty: 4525.513672
	Iteration 69Q: 3 clusters Score -1014324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1014329.000000 Penalty: 4525.513672
	Iteration 70Q: 3 clusters Score -1014329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1014337.500000 Penalty: 4525.513672
	Iteration 71Q: 3 clusters Score -1014338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1014346.812500 Penalty: 4525.513672
	Iteration 72Q: 3 clusters Score -1014347 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1014355.500000 Penalty: 4525.513672
	Iteration 73Q: 3 clusters Score -1014356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1014360.562500 Penalty: 4525.513672
	Iteration 74Q: 3 clusters Score -1014361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1014366.750000 Penalty: 4525.513672
	Iteration 75Q: 3 clusters Score -1014367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1014372.437500 Penalty: 4525.513672
	Iteration 76Q: 3 clusters Score -1014372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1014378.875000 Penalty: 4525.513672
	Iteration 77Q: 3 clusters Score -1014379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1014381.937500 Penalty: 4525.513672
	Iteration 78Q: 3 clusters Score -1014382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1014388.500000 Penalty: 4525.513672
	Iteration 79Q: 3 clusters Score -1014388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1014390.937500 Penalty: 4525.513672
	Iteration 80F: 3 clusters Score -1014391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1014395.562500 Penalty: 4525.513672
	Iteration 81Q: 3 clusters Score -1014396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1014398.687500 Penalty: 4525.513672
	Iteration 82Q: 3 clusters Score -1014399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1014400.875000 Penalty: 4525.513672
	Iteration 83Q: 3 clusters Score -1014401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1014404.687500 Penalty: 4525.513672
	Iteration 84Q: 3 clusters Score -1014405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1014406.125000 Penalty: 4525.513672
	Iteration 85Q: 3 clusters Score -1014406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1014409.312500 Penalty: 4525.513672
	Iteration 86Q: 3 clusters Score -1014409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1014411.250000 Penalty: 4525.513672
	Iteration 87Q: 3 clusters Score -1014411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1014412.000000 Penalty: 4525.513672
	Iteration 88Q: 3 clusters Score -1014412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1014411.500000 Penalty: 4525.513672
	Iteration 89Q: 3 clusters Score -1014412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1014412.937500 Penalty: 4525.513672
	Iteration 90Q: 3 clusters Score -1014413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1014413.687500 Penalty: 4525.513672
	Iteration 91Q: 3 clusters Score -1014414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1014414.875000 Penalty: 4525.513672
	Iteration 92Q: 3 clusters Score -1014415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1014415.000000 Penalty: 4525.513672
	Iteration 93Q: 3 clusters Score -1014415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1014415.875000 Penalty: 4525.513672
	Iteration 94Q: 3 clusters Score -1014416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1014415.875000 Penalty: 4525.513672
	Iteration 95F: 3 clusters Score -1014416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Entering Unmasked Estep 
Score: -5406219.500000 Penalty: 2646.010498
	Iteration 0F: 2 clusters Score -5406220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -5377100.000000 Penalty: 5292.020996
	Iteration 0F: 3 clusters Score -5377100 nChanged 19722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -5388063.500000 Penalty: 5292.020996
	Iteration 1F: 3 clusters Score -5388064 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -5388675.000000 Penalty: 5292.020996
	Iteration 2Q: 3 clusters Score -5388675 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -5389301.500000 Penalty: 5292.020996
	Iteration 3Q: 3 clusters Score -5389302 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -5389972.000000 Penalty: 5292.020996
	Iteration 4Q: 3 clusters Score -5389972 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -5390814.000000 Penalty: 5292.020996
	Iteration 5Q: 3 clusters Score -5390814 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -5391908.000000 Penalty: 5292.020996
	Iteration 6Q: 3 clusters Score -5391908 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -5393308.000000 Penalty: 5292.020996
	Iteration 7F: 3 clusters Score -5393308 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -5395165.000000 Penalty: 5292.020996
	Iteration 8F: 3 clusters Score -5395165 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -5397394.000000 Penalty: 5292.020996
	Iteration 9F: 3 clusters Score -5397394 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -5399745.500000 Penalty: 5292.020996
	Iteration 10F: 3 clusters Score -5399746 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -5401590.000000 Penalty: 5292.020996
	Iteration 11Q: 3 clusters Score -5401590 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -5402739.500000 Penalty: 5292.020996
	Iteration 12Q: 3 clusters Score -5402740 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -5403368.500000 Penalty: 5292.020996
	Iteration 13Q: 3 clusters Score -5403368 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -5403706.000000 Penalty: 5292.020996
	Iteration 14Q: 3 clusters Score -5403706 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -5403882.000000 Penalty: 5292.020996
	Iteration 15Q: 3 clusters Score -5403882 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -5403987.500000 Penalty: 5292.020996
	Iteration 16Q: 3 clusters Score -5403988 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -5404071.500000 Penalty: 5292.020996
	Iteration 17Q: 3 clusters Score -5404072 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -5404137.500000 Penalty: 5292.020996
	Iteration 18Q: 3 clusters Score -5404138 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -5404205.000000 Penalty: 5292.020996
	Iteration 19Q: 3 clusters Score -5404205 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -5404237.000000 Penalty: 5292.020996
	Iteration 20F: 3 clusters Score -5404237 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -5404248.000000 Penalty: 5292.020996
	Iteration 21Q: 3 clusters Score -5404248 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -5404275.500000 Penalty: 5292.020996
	Iteration 22Q: 3 clusters Score -5404276 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -5404333.500000 Penalty: 5292.020996
	Iteration 23Q: 3 clusters Score -5404334 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -5404387.500000 Penalty: 5292.020996
	Iteration 24Q: 3 clusters Score -5404388 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -5404458.000000 Penalty: 5292.020996
	Iteration 25Q: 3 clusters Score -5404458 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -5404567.500000 Penalty: 5292.020996
	Iteration 26Q: 3 clusters Score -5404568 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -5404689.000000 Penalty: 5292.020996
	Iteration 27Q: 3 clusters Score -5404689 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -5404832.500000 Penalty: 5292.020996
	Iteration 28Q: 3 clusters Score -5404832 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -5404984.500000 Penalty: 5292.020996
	Iteration 29Q: 3 clusters Score -5404984 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -5405123.500000 Penalty: 5292.020996
	Iteration 30Q: 3 clusters Score -5405124 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -5405214.500000 Penalty: 5292.020996
	Iteration 31Q: 3 clusters Score -5405214 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -5405269.000000 Penalty: 5292.020996
	Iteration 32Q: 3 clusters Score -5405269 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -5405314.000000 Penalty: 5292.020996
	Iteration 33Q: 3 clusters Score -5405314 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -5405347.500000 Penalty: 5292.020996
	Iteration 34Q: 3 clusters Score -5405348 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -5405363.500000 Penalty: 5292.020996
	Iteration 35Q: 3 clusters Score -5405364 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -5405389.000000 Penalty: 5292.020996
	Iteration 36Q: 3 clusters Score -5405389 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -5405388.500000 Penalty: 5292.020996
	Iteration 37Q: 3 clusters Score -5405388 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -5405397.000000 Penalty: 5292.020996
	Iteration 38Q: 3 clusters Score -5405397 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -5405407.500000 Penalty: 5292.020996
	Iteration 39Q: 3 clusters Score -5405408 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -5405439.500000 Penalty: 5292.020996
	Iteration 40F: 3 clusters Score -5405440 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -5405460.500000 Penalty: 5292.020996
	Iteration 41Q: 3 clusters Score -5405460 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -5405470.500000 Penalty: 5292.020996
	Iteration 42Q: 3 clusters Score -5405470 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -5405478.000000 Penalty: 5292.020996
	Iteration 43Q: 3 clusters Score -5405478 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -5405490.000000 Penalty: 5292.020996
	Iteration 44Q: 3 clusters Score -5405490 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -5405487.000000 Penalty: 5292.020996
	Iteration 45Q: 3 clusters Score -5405487 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -5405512.500000 Penalty: 5292.020996
	Iteration 46Q: 3 clusters Score -5405512 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -5405516.000000 Penalty: 5292.020996
	Iteration 47Q: 3 clusters Score -5405516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -5405532.000000 Penalty: 5292.020996
	Iteration 48Q: 3 clusters Score -5405532 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -5405525.500000 Penalty: 5292.020996
	Iteration 49Q: 3 clusters Score -5405526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -5405534.000000 Penalty: 5292.020996
	Iteration 50Q: 3 clusters Score -5405534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -5405546.000000 Penalty: 5292.020996
	Iteration 51Q: 3 clusters Score -5405546 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -5405530.000000 Penalty: 5292.020996
	Iteration 52Q: 3 clusters Score -5405530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -5405539.500000 Penalty: 5292.020996
	Iteration 53Q: 3 clusters Score -5405540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -5405531.500000 Penalty: 5292.020996
	Iteration 54Q: 3 clusters Score -5405532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -5405541.000000 Penalty: 5292.020996
	Iteration 55Q: 3 clusters Score -5405541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -5405536.500000 Penalty: 5292.020996
	Iteration 56Q: 3 clusters Score -5405536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -5405533.500000 Penalty: 5292.020996
	Iteration 57Q: 3 clusters Score -5405534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -5405533.500000 Penalty: 5292.020996
	Iteration 58Q: 3 clusters Score -5405534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -5405537.000000 Penalty: 5292.020996
	Iteration 59Q: 3 clusters Score -5405537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -5405533.000000 Penalty: 5292.020996
	Iteration 60F: 3 clusters Score -5405533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -5405532.500000 Penalty: 5292.020996
	Iteration 61Q: 3 clusters Score -5405532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -5405523.500000 Penalty: 5292.020996
	Iteration 62Q: 3 clusters Score -5405524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -5405539.000000 Penalty: 5292.020996
	Iteration 63Q: 3 clusters Score -5405539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -5405532.500000 Penalty: 5292.020996
	Iteration 64Q: 3 clusters Score -5405532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -5405538.500000 Penalty: 5292.020996
	Iteration 65Q: 3 clusters Score -5405538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -5405542.000000 Penalty: 5292.020996
	Iteration 66Q: 3 clusters Score -5405542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -5405542.500000 Penalty: 5292.020996
	Iteration 67Q: 3 clusters Score -5405542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -5405540.500000 Penalty: 5292.020996
	Iteration 68Q: 3 clusters Score -5405540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -5405545.500000 Penalty: 5292.020996
	Iteration 69Q: 3 clusters Score -5405546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -5405545.500000 Penalty: 5292.020996
	Iteration 70Q: 3 clusters Score -5405546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -5405545.500000 Penalty: 5292.020996
	Iteration 71F: 3 clusters Score -5405546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Entering Unmasked Estep 
Score: -362667.718750 Penalty: 2037.455811
	Iteration 0F: 2 clusters Score -362667.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -359009.531250 Penalty: 4074.911621
	Iteration 0F: 3 clusters Score -359009.5 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -359860.281250 Penalty: 4074.911621
	Iteration 1F: 3 clusters Score -359860.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -360139.375000 Penalty: 4074.911621
	Iteration 2F: 3 clusters Score -360139.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -360310.531250 Penalty: 4074.911621
	Iteration 3F: 3 clusters Score -360310.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -360468.093750 Penalty: 4074.911621
	Iteration 4Q: 3 clusters Score -360468.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -360642.625000 Penalty: 4074.911621
	Iteration 5Q: 3 clusters Score -360642.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -360864.687500 Penalty: 4074.911621
	Iteration 6F: 3 clusters Score -360864.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -361113.968750 Penalty: 4074.911621
	Iteration 7F: 3 clusters Score -361114 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -361387.406250 Penalty: 4074.911621
	Iteration 8F: 3 clusters Score -361387.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -361668.593750 Penalty: 4074.911621
	Iteration 9F: 3 clusters Score -361668.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -361917.375000 Penalty: 4074.911621
	Iteration 10Q: 3 clusters Score -361917.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -362081.187500 Penalty: 4074.911621
	Iteration 11Q: 3 clusters Score -362081.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -362189.312500 Penalty: 4074.911621
	Iteration 12Q: 3 clusters Score -362189.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -362249.718750 Penalty: 4074.911621
	Iteration 13Q: 3 clusters Score -362249.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -362274.187500 Penalty: 4074.911621
	Iteration 14Q: 3 clusters Score -362274.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -362288.375000 Penalty: 4074.911621
	Iteration 15Q: 3 clusters Score -362288.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -362302.343750 Penalty: 4074.911621
	Iteration 16Q: 3 clusters Score -362302.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -362309.906250 Penalty: 4074.911621
	Iteration 17Q: 3 clusters Score -362309.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -362312.093750 Penalty: 4074.911621
	Iteration 18Q: 3 clusters Score -362312.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -362313.656250 Penalty: 4074.911621
	Iteration 19Q: 3 clusters Score -362313.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -362314.187500 Penalty: 4074.911621
	Iteration 20F: 3 clusters Score -362314.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -362314.656250 Penalty: 4074.911621
	Iteration 21Q: 3 clusters Score -362314.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -362315.375000 Penalty: 4074.911621
	Iteration 22Q: 3 clusters Score -362315.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -362315.375000 Penalty: 4074.911621
	Iteration 23F: 3 clusters Score -362315.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (237263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237263 members 
Entering Unmasked Estep 
Score: -29421120.000000 Penalty: 3069.477295
	Iteration 0F: 2 clusters Score -2.942112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119063 members 
Mstep: Class 2 contains 118200 members 
Entering Unmasked Estep 
Score: -29265458.000000 Penalty: 6138.954590
	Iteration 0F: 3 clusters Score -2.926546e+07 nChanged 114380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127021 members 
Mstep: Class 2 contains 110242 members 
Entering Unmasked Estep 
Score: -29334020.000000 Penalty: 6138.954590
	Iteration 1F: 3 clusters Score -2.933402e+07 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132294 members 
Mstep: Class 2 contains 104969 members 
Entering Unmasked Estep 
Score: -29336428.000000 Penalty: 6138.954590
	Iteration 2Q: 3 clusters Score -2.933643e+07 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140519 members 
Mstep: Class 2 contains 96744 members 
Entering Unmasked Estep 
Score: -29340894.000000 Penalty: 6138.954590
	Iteration 3Q: 3 clusters Score -2.934089e+07 nChanged 14036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152871 members 
Mstep: Class 2 contains 84392 members 
Entering Unmasked Estep 
Score: -29348728.000000 Penalty: 6138.954590
	Iteration 4F: 3 clusters Score -2.934873e+07 nChanged 18240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169597 members 
Mstep: Class 2 contains 67666 members 
Entering Unmasked Estep 
Score: -29362872.000000 Penalty: 6138.954590
	Iteration 5F: 3 clusters Score -2.936287e+07 nChanged 20728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188883 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -29381982.000000 Penalty: 6138.954590
	Iteration 6F: 3 clusters Score -2.938198e+07 nChanged 18509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205980 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -29399416.000000 Penalty: 6138.954590
	Iteration 7F: 3 clusters Score -2.939942e+07 nChanged 12194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217146 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -29410442.000000 Penalty: 6138.954590
	Iteration 8F: 3 clusters Score -2.941044e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223010 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -29415746.000000 Penalty: 6138.954590
	Iteration 9Q: 3 clusters Score -2.941575e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226021 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -29418142.000000 Penalty: 6138.954590
	Iteration 10Q: 3 clusters Score -2.941814e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227839 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -29419466.000000 Penalty: 6138.954590
	Iteration 11Q: 3 clusters Score -2.941947e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229056 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -29420020.000000 Penalty: 6138.954590
	Iteration 12Q: 3 clusters Score -2.942002e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229942 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -29420262.000000 Penalty: 6138.954590
	Iteration 13Q: 3 clusters Score -2.942026e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230668 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -29420504.000000 Penalty: 6138.954590
	Iteration 14Q: 3 clusters Score -2.94205e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231252 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -29420640.000000 Penalty: 6138.954590
	Iteration 15Q: 3 clusters Score -2.942064e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231678 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -29420798.000000 Penalty: 6138.954590
	Iteration 16Q: 3 clusters Score -2.94208e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231998 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -29420870.000000 Penalty: 6138.954590
	Iteration 17Q: 3 clusters Score -2.942087e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232244 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -29420862.000000 Penalty: 6138.954590
	Iteration 18Q: 3 clusters Score -2.942086e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232444 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -29420874.000000 Penalty: 6138.954590
	Iteration 19Q: 3 clusters Score -2.942087e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232603 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -29420906.000000 Penalty: 6138.954590
	Iteration 20F: 3 clusters Score -2.942091e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232749 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -29420910.000000 Penalty: 6138.954590
	Iteration 21Q: 3 clusters Score -2.942091e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232870 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -29420922.000000 Penalty: 6138.954590
	Iteration 22Q: 3 clusters Score -2.942092e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232971 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -29420908.000000 Penalty: 6138.954590
	Iteration 23Q: 3 clusters Score -2.942091e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233044 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -29420916.000000 Penalty: 6138.954590
	Iteration 24Q: 3 clusters Score -2.942092e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233110 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -29420918.000000 Penalty: 6138.954590
	Iteration 25Q: 3 clusters Score -2.942092e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233167 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -29420930.000000 Penalty: 6138.954590
	Iteration 26Q: 3 clusters Score -2.942093e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233218 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -29420916.000000 Penalty: 6138.954590
	Iteration 27Q: 3 clusters Score -2.942092e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233267 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -29420876.000000 Penalty: 6138.954590
	Iteration 28Q: 3 clusters Score -2.942088e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233303 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -29420854.000000 Penalty: 6138.954590
	Iteration 29Q: 3 clusters Score -2.942085e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233341 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -29420838.000000 Penalty: 6138.954590
	Iteration 30Q: 3 clusters Score -2.942084e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233386 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -29420870.000000 Penalty: 6138.954590
	Iteration 31Q: 3 clusters Score -2.942087e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233418 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -29420832.000000 Penalty: 6138.954590
	Iteration 32Q: 3 clusters Score -2.942083e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233456 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -29420794.000000 Penalty: 6138.954590
	Iteration 33Q: 3 clusters Score -2.942079e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233488 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -29420846.000000 Penalty: 6138.954590
	Iteration 34Q: 3 clusters Score -2.942085e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233515 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -29420838.000000 Penalty: 6138.954590
	Iteration 35Q: 3 clusters Score -2.942084e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233537 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -29420848.000000 Penalty: 6138.954590
	Iteration 36Q: 3 clusters Score -2.942085e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233553 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -29420856.000000 Penalty: 6138.954590
	Iteration 37Q: 3 clusters Score -2.942086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233566 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -29420852.000000 Penalty: 6138.954590
	Iteration 38Q: 3 clusters Score -2.942085e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233582 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -29420866.000000 Penalty: 6138.954590
	Iteration 39Q: 3 clusters Score -2.942087e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233594 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -29420854.000000 Penalty: 6138.954590
	Iteration 40F: 3 clusters Score -2.942085e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233609 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -29420834.000000 Penalty: 6138.954590
	Iteration 41Q: 3 clusters Score -2.942083e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233625 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -29420826.000000 Penalty: 6138.954590
	Iteration 42Q: 3 clusters Score -2.942083e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233641 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -29420856.000000 Penalty: 6138.954590
	Iteration 43Q: 3 clusters Score -2.942086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233652 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -29420862.000000 Penalty: 6138.954590
	Iteration 44Q: 3 clusters Score -2.942086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233662 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -29420872.000000 Penalty: 6138.954590
	Iteration 45Q: 3 clusters Score -2.942087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233671 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -29420858.000000 Penalty: 6138.954590
	Iteration 46Q: 3 clusters Score -2.942086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233679 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -29420876.000000 Penalty: 6138.954590
	Iteration 47Q: 3 clusters Score -2.942088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233686 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -29420868.000000 Penalty: 6138.954590
	Iteration 48Q: 3 clusters Score -2.942087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233693 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -29420854.000000 Penalty: 6138.954590
	Iteration 49Q: 3 clusters Score -2.942085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233696 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -29420858.000000 Penalty: 6138.954590
	Iteration 50Q: 3 clusters Score -2.942086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233700 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -29420868.000000 Penalty: 6138.954590
	Iteration 51Q: 3 clusters Score -2.942087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233704 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -29420866.000000 Penalty: 6138.954590
	Iteration 52Q: 3 clusters Score -2.942087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233708 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -29420866.000000 Penalty: 6138.954590
	Iteration 53Q: 3 clusters Score -2.942087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233709 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -29420874.000000 Penalty: 6138.954590
	Iteration 54Q: 3 clusters Score -2.942087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233710 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -29420870.000000 Penalty: 6138.954590
	Iteration 55Q: 3 clusters Score -2.942087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233711 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -29420862.000000 Penalty: 6138.954590
	Iteration 56Q: 3 clusters Score -2.942086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233711 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -29420862.000000 Penalty: 6138.954590
	Iteration 57F: 3 clusters Score -2.942086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (236719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236719 members 
Entering Unmasked Estep 
Score: -29557812.000000 Penalty: 3068.907959
	Iteration 0F: 2 clusters Score -2.955781e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118120 members 
Mstep: Class 2 contains 118599 members 
Entering Unmasked Estep 
Score: -29405938.000000 Penalty: 6137.815918
	Iteration 0F: 3 clusters Score -2.940594e+07 nChanged 114341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116693 members 
Mstep: Class 2 contains 120026 members 
Entering Unmasked Estep 
Score: -29473398.000000 Penalty: 6137.815918
	Iteration 1F: 3 clusters Score -2.94734e+07 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115855 members 
Mstep: Class 2 contains 120864 members 
Entering Unmasked Estep 
Score: -29474852.000000 Penalty: 6137.815918
	Iteration 2Q: 3 clusters Score -2.947485e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114402 members 
Mstep: Class 2 contains 122317 members 
Entering Unmasked Estep 
Score: -29476434.000000 Penalty: 6137.815918
	Iteration 3Q: 3 clusters Score -2.947643e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112148 members 
Mstep: Class 2 contains 124571 members 
Entering Unmasked Estep 
Score: -29478622.000000 Penalty: 6137.815918
	Iteration 4Q: 3 clusters Score -2.947862e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108849 members 
Mstep: Class 2 contains 127870 members 
Entering Unmasked Estep 
Score: -29481482.000000 Penalty: 6137.815918
	Iteration 5Q: 3 clusters Score -2.948148e+07 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104071 members 
Mstep: Class 2 contains 132648 members 
Entering Unmasked Estep 
Score: -29485986.000000 Penalty: 6137.815918
	Iteration 6Q: 3 clusters Score -2.948599e+07 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97863 members 
Mstep: Class 2 contains 138856 members 
Entering Unmasked Estep 
Score: -29491568.000000 Penalty: 6137.815918
	Iteration 7Q: 3 clusters Score -2.949157e+07 nChanged 12348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90073 members 
Mstep: Class 2 contains 146646 members 
Entering Unmasked Estep 
Score: -29499134.000000 Penalty: 6137.815918
	Iteration 8F: 3 clusters Score -2.949913e+07 nChanged 13407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 155425 members 
Entering Unmasked Estep 
Score: -29507594.000000 Penalty: 6137.815918
	Iteration 9F: 3 clusters Score -2.950759e+07 nChanged 13484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72570 members 
Mstep: Class 2 contains 164149 members 
Entering Unmasked Estep 
Score: -29516688.000000 Penalty: 6137.815918
	Iteration 10F: 3 clusters Score -2.951669e+07 nChanged 12526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65158 members 
Mstep: Class 2 contains 171561 members 
Entering Unmasked Estep 
Score: -29524658.000000 Penalty: 6137.815918
	Iteration 11F: 3 clusters Score -2.952466e+07 nChanged 10657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 177148 members 
Entering Unmasked Estep 
Score: -29530448.000000 Penalty: 6137.815918
	Iteration 12Q: 3 clusters Score -2.953045e+07 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55558 members 
Mstep: Class 2 contains 181161 members 
Entering Unmasked Estep 
Score: -29534120.000000 Penalty: 6137.815918
	Iteration 13Q: 3 clusters Score -2.953412e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 184456 members 
Entering Unmasked Estep 
Score: -29536326.000000 Penalty: 6137.815918
	Iteration 14Q: 3 clusters Score -2.953633e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 187400 members 
Entering Unmasked Estep 
Score: -29537624.000000 Penalty: 6137.815918
	Iteration 15Q: 3 clusters Score -2.953762e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 190196 members 
Entering Unmasked Estep 
Score: -29538580.000000 Penalty: 6137.815918
	Iteration 16Q: 3 clusters Score -2.953858e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 192870 members 
Entering Unmasked Estep 
Score: -29539180.000000 Penalty: 6137.815918
	Iteration 17Q: 3 clusters Score -2.953918e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 195440 members 
Entering Unmasked Estep 
Score: -29539994.000000 Penalty: 6137.815918
	Iteration 18Q: 3 clusters Score -2.953999e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 197919 members 
Entering Unmasked Estep 
Score: -29540574.000000 Penalty: 6137.815918
	Iteration 19Q: 3 clusters Score -2.954057e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 200255 members 
Entering Unmasked Estep 
Score: -29541204.000000 Penalty: 6137.815918
	Iteration 20F: 3 clusters Score -2.95412e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 202519 members 
Entering Unmasked Estep 
Score: -29541974.000000 Penalty: 6137.815918
	Iteration 21Q: 3 clusters Score -2.954197e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 204619 members 
Entering Unmasked Estep 
Score: -29542626.000000 Penalty: 6137.815918
	Iteration 22Q: 3 clusters Score -2.954263e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 206516 members 
Entering Unmasked Estep 
Score: -29543174.000000 Penalty: 6137.815918
	Iteration 23Q: 3 clusters Score -2.954317e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 208377 members 
Entering Unmasked Estep 
Score: -29543718.000000 Penalty: 6137.815918
	Iteration 24Q: 3 clusters Score -2.954372e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 210200 members 
Entering Unmasked Estep 
Score: -29544122.000000 Penalty: 6137.815918
	Iteration 25Q: 3 clusters Score -2.954412e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 211889 members 
Entering Unmasked Estep 
Score: -29544582.000000 Penalty: 6137.815918
	Iteration 26Q: 3 clusters Score -2.954458e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 213530 members 
Entering Unmasked Estep 
Score: -29545216.000000 Penalty: 6137.815918
	Iteration 27Q: 3 clusters Score -2.954522e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 215089 members 
Entering Unmasked Estep 
Score: -29545666.000000 Penalty: 6137.815918
	Iteration 28Q: 3 clusters Score -2.954567e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 216627 members 
Entering Unmasked Estep 
Score: -29546150.000000 Penalty: 6137.815918
	Iteration 29Q: 3 clusters Score -2.954615e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 218118 members 
Entering Unmasked Estep 
Score: -29546758.000000 Penalty: 6137.815918
	Iteration 30Q: 3 clusters Score -2.954676e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 219589 members 
Entering Unmasked Estep 
Score: -29547312.000000 Penalty: 6137.815918
	Iteration 31Q: 3 clusters Score -2.954731e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 220991 members 
Entering Unmasked Estep 
Score: -29547906.000000 Penalty: 6137.815918
	Iteration 32Q: 3 clusters Score -2.954791e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 222305 members 
Entering Unmasked Estep 
Score: -29548420.000000 Penalty: 6137.815918
	Iteration 33Q: 3 clusters Score -2.954842e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 223523 members 
Entering Unmasked Estep 
Score: -29549028.000000 Penalty: 6137.815918
	Iteration 34Q: 3 clusters Score -2.954903e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 224667 members 
Entering Unmasked Estep 
Score: -29549502.000000 Penalty: 6137.815918
	Iteration 35Q: 3 clusters Score -2.95495e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 225739 members 
Entering Unmasked Estep 
Score: -29549886.000000 Penalty: 6137.815918
	Iteration 36Q: 3 clusters Score -2.954989e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 226789 members 
Entering Unmasked Estep 
Score: -29550442.000000 Penalty: 6137.815918
	Iteration 37Q: 3 clusters Score -2.955044e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 227773 members 
Entering Unmasked Estep 
Score: -29550890.000000 Penalty: 6137.815918
	Iteration 38Q: 3 clusters Score -2.955089e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 228627 members 
Entering Unmasked Estep 
Score: -29551322.000000 Penalty: 6137.815918
	Iteration 39Q: 3 clusters Score -2.955132e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 229432 members 
Entering Unmasked Estep 
Score: -29551670.000000 Penalty: 6137.815918
	Iteration 40F: 3 clusters Score -2.955167e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 230098 members 
Entering Unmasked Estep 
Score: -29552004.000000 Penalty: 6137.815918
	Iteration 41Q: 3 clusters Score -2.9552e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 230706 members 
Entering Unmasked Estep 
Score: -29552340.000000 Penalty: 6137.815918
	Iteration 42Q: 3 clusters Score -2.955234e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 231256 members 
Entering Unmasked Estep 
Score: -29552558.000000 Penalty: 6137.815918
	Iteration 43Q: 3 clusters Score -2.955256e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 231754 members 
Entering Unmasked Estep 
Score: -29552798.000000 Penalty: 6137.815918
	Iteration 44Q: 3 clusters Score -2.95528e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 232194 members 
Entering Unmasked Estep 
Score: -29553068.000000 Penalty: 6137.815918
	Iteration 45Q: 3 clusters Score -2.955307e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 232604 members 
Entering Unmasked Estep 
Score: -29553294.000000 Penalty: 6137.815918
	Iteration 46Q: 3 clusters Score -2.955329e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 232943 members 
Entering Unmasked Estep 
Score: -29553484.000000 Penalty: 6137.815918
	Iteration 47Q: 3 clusters Score -2.955348e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 233213 members 
Entering Unmasked Estep 
Score: -29553656.000000 Penalty: 6137.815918
	Iteration 48Q: 3 clusters Score -2.955366e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 233438 members 
Entering Unmasked Estep 
Score: -29553752.000000 Penalty: 6137.815918
	Iteration 49Q: 3 clusters Score -2.955375e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 233639 members 
Entering Unmasked Estep 
Score: -29553922.000000 Penalty: 6137.815918
	Iteration 50Q: 3 clusters Score -2.955392e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 233817 members 
Entering Unmasked Estep 
Score: -29554006.000000 Penalty: 6137.815918
	Iteration 51Q: 3 clusters Score -2.955401e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 233978 members 
Entering Unmasked Estep 
Score: -29554088.000000 Penalty: 6137.815918
	Iteration 52Q: 3 clusters Score -2.955409e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 234104 members 
Entering Unmasked Estep 
Score: -29554154.000000 Penalty: 6137.815918
	Iteration 53Q: 3 clusters Score -2.955415e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 234217 members 
Entering Unmasked Estep 
Score: -29554194.000000 Penalty: 6137.815918
	Iteration 54Q: 3 clusters Score -2.955419e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 234323 members 
Entering Unmasked Estep 
Score: -29554250.000000 Penalty: 6137.815918
	Iteration 55Q: 3 clusters Score -2.955425e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 234413 members 
Entering Unmasked Estep 
Score: -29554262.000000 Penalty: 6137.815918
	Iteration 56Q: 3 clusters Score -2.955426e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 234506 members 
Entering Unmasked Estep 
Score: -29554328.000000 Penalty: 6137.815918
	Iteration 57Q: 3 clusters Score -2.955433e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 234576 members 
Entering Unmasked Estep 
Score: -29554368.000000 Penalty: 6137.815918
	Iteration 58Q: 3 clusters Score -2.955437e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 234642 members 
Entering Unmasked Estep 
Score: -29554420.000000 Penalty: 6137.815918
	Iteration 59Q: 3 clusters Score -2.955442e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 234712 members 
Entering Unmasked Estep 
Score: -29554440.000000 Penalty: 6137.815918
	Iteration 60F: 3 clusters Score -2.955444e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 234762 members 
Entering Unmasked Estep 
Score: -29554478.000000 Penalty: 6137.815918
	Iteration 61Q: 3 clusters Score -2.955448e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 234813 members 
Entering Unmasked Estep 
Score: -29554546.000000 Penalty: 6137.815918
	Iteration 62Q: 3 clusters Score -2.955455e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 234853 members 
Entering Unmasked Estep 
Score: -29554548.000000 Penalty: 6137.815918
	Iteration 63Q: 3 clusters Score -2.955455e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 234897 members 
Entering Unmasked Estep 
Score: -29554604.000000 Penalty: 6137.815918
	Iteration 64Q: 3 clusters Score -2.95546e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 234944 members 
Entering Unmasked Estep 
Score: -29554630.000000 Penalty: 6137.815918
	Iteration 65Q: 3 clusters Score -2.955463e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 234991 members 
Entering Unmasked Estep 
Score: -29554682.000000 Penalty: 6137.815918
	Iteration 66Q: 3 clusters Score -2.955468e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 235032 members 
Entering Unmasked Estep 
Score: -29554690.000000 Penalty: 6137.815918
	Iteration 67Q: 3 clusters Score -2.955469e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 235068 members 
Entering Unmasked Estep 
Score: -29554712.000000 Penalty: 6137.815918
	Iteration 68Q: 3 clusters Score -2.955471e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 235104 members 
Entering Unmasked Estep 
Score: -29554744.000000 Penalty: 6137.815918
	Iteration 69Q: 3 clusters Score -2.955474e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 235140 members 
Entering Unmasked Estep 
Score: -29554754.000000 Penalty: 6137.815918
	Iteration 70Q: 3 clusters Score -2.955475e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 235170 members 
Entering Unmasked Estep 
Score: -29554770.000000 Penalty: 6137.815918
	Iteration 71Q: 3 clusters Score -2.955477e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 235203 members 
Entering Unmasked Estep 
Score: -29554810.000000 Penalty: 6137.815918
	Iteration 72Q: 3 clusters Score -2.955481e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 235239 members 
Entering Unmasked Estep 
Score: -29554850.000000 Penalty: 6137.815918
	Iteration 73Q: 3 clusters Score -2.955485e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 235268 members 
Entering Unmasked Estep 
Score: -29554870.000000 Penalty: 6137.815918
	Iteration 74Q: 3 clusters Score -2.955487e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 235293 members 
Entering Unmasked Estep 
Score: -29554904.000000 Penalty: 6137.815918
	Iteration 75Q: 3 clusters Score -2.95549e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 235319 members 
Entering Unmasked Estep 
Score: -29554934.000000 Penalty: 6137.815918
	Iteration 76Q: 3 clusters Score -2.955493e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 235334 members 
Entering Unmasked Estep 
Score: -29554934.000000 Penalty: 6137.815918
	Iteration 77Q: 3 clusters Score -2.955493e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 235353 members 
Entering Unmasked Estep 
Score: -29554964.000000 Penalty: 6137.815918
	Iteration 78Q: 3 clusters Score -2.955496e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 235363 members 
Entering Unmasked Estep 
Score: -29554962.000000 Penalty: 6137.815918
	Iteration 79Q: 3 clusters Score -2.955496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 235373 members 
Entering Unmasked Estep 
Score: -29554930.000000 Penalty: 6137.815918
	Iteration 80F: 3 clusters Score -2.955493e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 235383 members 
Entering Unmasked Estep 
Score: -29554954.000000 Penalty: 6137.815918
	Iteration 81Q: 3 clusters Score -2.955495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 235389 members 
Entering Unmasked Estep 
Score: -29554964.000000 Penalty: 6137.815918
	Iteration 82Q: 3 clusters Score -2.955496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 235396 members 
Entering Unmasked Estep 
Score: -29554974.000000 Penalty: 6137.815918
	Iteration 83Q: 3 clusters Score -2.955497e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 235406 members 
Entering Unmasked Estep 
Score: -29554984.000000 Penalty: 6137.815918
	Iteration 84Q: 3 clusters Score -2.955498e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 235414 members 
Entering Unmasked Estep 
Score: -29554988.000000 Penalty: 6137.815918
	Iteration 85Q: 3 clusters Score -2.955499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 235418 members 
Entering Unmasked Estep 
Score: -29554990.000000 Penalty: 6137.815918
	Iteration 86Q: 3 clusters Score -2.955499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 235423 members 
Entering Unmasked Estep 
Score: -29554990.000000 Penalty: 6137.815918
	Iteration 87Q: 3 clusters Score -2.955499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 235430 members 
Entering Unmasked Estep 
Score: -29554974.000000 Penalty: 6137.815918
	Iteration 88Q: 3 clusters Score -2.955497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 235434 members 
Entering Unmasked Estep 
Score: -29554986.000000 Penalty: 6137.815918
	Iteration 89Q: 3 clusters Score -2.955499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 235438 members 
Entering Unmasked Estep 
Score: -29554980.000000 Penalty: 6137.815918
	Iteration 90Q: 3 clusters Score -2.955498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 235443 members 
Entering Unmasked Estep 
Score: -29555002.000000 Penalty: 6137.815918
	Iteration 91Q: 3 clusters Score -2.9555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 235448 members 
Entering Unmasked Estep 
Score: -29555004.000000 Penalty: 6137.815918
	Iteration 92Q: 3 clusters Score -2.9555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 235452 members 
Entering Unmasked Estep 
Score: -29555008.000000 Penalty: 6137.815918
	Iteration 93Q: 3 clusters Score -2.955501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 235459 members 
Entering Unmasked Estep 
Score: -29554992.000000 Penalty: 6137.815918
	Iteration 94Q: 3 clusters Score -2.955499e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 235468 members 
Entering Unmasked Estep 
Score: -29554976.000000 Penalty: 6137.815918
	Iteration 95Q: 3 clusters Score -2.955498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 235475 members 
Entering Unmasked Estep 
Score: -29554958.000000 Penalty: 6137.815918
	Iteration 96Q: 3 clusters Score -2.955496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 235484 members 
Entering Unmasked Estep 
Score: -29554986.000000 Penalty: 6137.815918
	Iteration 97Q: 3 clusters Score -2.955499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 235487 members 
Entering Unmasked Estep 
Score: -29554992.000000 Penalty: 6137.815918
	Iteration 98Q: 3 clusters Score -2.955499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 235488 members 
Entering Unmasked Estep 
Score: -29554992.000000 Penalty: 6137.815918
	Iteration 99Q: 3 clusters Score -2.955499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 235489 members 
Entering Unmasked Estep 
Score: -29554994.000000 Penalty: 6137.815918
	Iteration 100F: 3 clusters Score -2.955499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 235491 members 
Entering Unmasked Estep 
Score: -29554984.000000 Penalty: 6137.815918
	Iteration 101Q: 3 clusters Score -2.955498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 235491 members 
Entering Unmasked Estep 
Score: -29554984.000000 Penalty: 6137.815918
	Iteration 102F: 3 clusters Score -2.955498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Entering Unmasked Estep 
Score: -1941222.125000 Penalty: 2404.554932
	Iteration 0F: 2 clusters Score -1941222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1929534.375000 Penalty: 4809.109863
	Iteration 0F: 3 clusters Score -1929534 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1933452.000000 Penalty: 4809.109863
	Iteration 1F: 3 clusters Score -1933452 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1934117.500000 Penalty: 4809.109863
	Iteration 2F: 3 clusters Score -1934118 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1934791.125000 Penalty: 4809.109863
	Iteration 3F: 3 clusters Score -1934791 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1935545.625000 Penalty: 4809.109863
	Iteration 4F: 3 clusters Score -1935546 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1936318.625000 Penalty: 4809.109863
	Iteration 5F: 3 clusters Score -1936319 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1937032.375000 Penalty: 4809.109863
	Iteration 6F: 3 clusters Score -1937032 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1937684.625000 Penalty: 4809.109863
	Iteration 7F: 3 clusters Score -1937685 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1938296.625000 Penalty: 4809.109863
	Iteration 8F: 3 clusters Score -1938297 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1938806.750000 Penalty: 4809.109863
	Iteration 9Q: 3 clusters Score -1938807 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1939172.625000 Penalty: 4809.109863
	Iteration 10Q: 3 clusters Score -1939173 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1939402.000000 Penalty: 4809.109863
	Iteration 11Q: 3 clusters Score -1939402 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1939568.125000 Penalty: 4809.109863
	Iteration 12Q: 3 clusters Score -1939568 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1939678.875000 Penalty: 4809.109863
	Iteration 13Q: 3 clusters Score -1939679 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1939751.250000 Penalty: 4809.109863
	Iteration 14Q: 3 clusters Score -1939751 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1939808.250000 Penalty: 4809.109863
	Iteration 15Q: 3 clusters Score -1939808 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1939870.500000 Penalty: 4809.109863
	Iteration 16Q: 3 clusters Score -1939870 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1939924.500000 Penalty: 4809.109863
	Iteration 17Q: 3 clusters Score -1939924 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1939954.625000 Penalty: 4809.109863
	Iteration 18Q: 3 clusters Score -1939955 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1939989.625000 Penalty: 4809.109863
	Iteration 19Q: 3 clusters Score -1939990 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1940010.125000 Penalty: 4809.109863
	Iteration 20F: 3 clusters Score -1940010 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1940029.875000 Penalty: 4809.109863
	Iteration 21Q: 3 clusters Score -1940030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1940050.375000 Penalty: 4809.109863
	Iteration 22Q: 3 clusters Score -1940050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1940066.500000 Penalty: 4809.109863
	Iteration 23Q: 3 clusters Score -1940066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1940074.750000 Penalty: 4809.109863
	Iteration 24Q: 3 clusters Score -1940075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1940076.125000 Penalty: 4809.109863
	Iteration 25Q: 3 clusters Score -1940076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1940086.625000 Penalty: 4809.109863
	Iteration 26Q: 3 clusters Score -1940087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1940093.000000 Penalty: 4809.109863
	Iteration 27Q: 3 clusters Score -1940093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1940094.125000 Penalty: 4809.109863
	Iteration 28Q: 3 clusters Score -1940094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1940098.125000 Penalty: 4809.109863
	Iteration 29Q: 3 clusters Score -1940098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1940100.625000 Penalty: 4809.109863
	Iteration 30Q: 3 clusters Score -1940101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1940101.625000 Penalty: 4809.109863
	Iteration 31Q: 3 clusters Score -1940102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1940103.125000 Penalty: 4809.109863
	Iteration 32Q: 3 clusters Score -1940103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1940108.375000 Penalty: 4809.109863
	Iteration 33Q: 3 clusters Score -1940108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1940112.125000 Penalty: 4809.109863
	Iteration 34Q: 3 clusters Score -1940112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1940115.625000 Penalty: 4809.109863
	Iteration 35Q: 3 clusters Score -1940116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1940123.000000 Penalty: 4809.109863
	Iteration 36Q: 3 clusters Score -1940123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1940128.250000 Penalty: 4809.109863
	Iteration 37Q: 3 clusters Score -1940128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1940129.625000 Penalty: 4809.109863
	Iteration 38Q: 3 clusters Score -1940130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1940129.625000 Penalty: 4809.109863
	Iteration 39Q: 3 clusters Score -1940130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1940129.125000 Penalty: 4809.109863
	Iteration 40F: 3 clusters Score -1940129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1940127.125000 Penalty: 4809.109863
	Iteration 41Q: 3 clusters Score -1940127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1940132.125000 Penalty: 4809.109863
	Iteration 42Q: 3 clusters Score -1940132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1940131.375000 Penalty: 4809.109863
	Iteration 43Q: 3 clusters Score -1940131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1940134.625000 Penalty: 4809.109863
	Iteration 44Q: 3 clusters Score -1940135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1940137.125000 Penalty: 4809.109863
	Iteration 45Q: 3 clusters Score -1940137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1940137.250000 Penalty: 4809.109863
	Iteration 46Q: 3 clusters Score -1940137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1940137.125000 Penalty: 4809.109863
	Iteration 47Q: 3 clusters Score -1940137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1940137.125000 Penalty: 4809.109863
	Iteration 48F: 3 clusters Score -1940137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Entering Unmasked Estep 
Score: -1230802.250000 Penalty: 2281.847168
	Iteration 0F: 2 clusters Score -1230802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1223167.750000 Penalty: 4563.694336
	Iteration 0F: 3 clusters Score -1223168 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1225376.250000 Penalty: 4563.694336
	Iteration 1F: 3 clusters Score -1225376 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1225712.625000 Penalty: 4563.694336
	Iteration 2F: 3 clusters Score -1225713 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1225958.000000 Penalty: 4563.694336
	Iteration 3F: 3 clusters Score -1225958 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1226186.625000 Penalty: 4563.694336
	Iteration 4Q: 3 clusters Score -1226187 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1226408.000000 Penalty: 4563.694336
	Iteration 5Q: 3 clusters Score -1226408 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1226593.875000 Penalty: 4563.694336
	Iteration 6Q: 3 clusters Score -1226594 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1226776.375000 Penalty: 4563.694336
	Iteration 7Q: 3 clusters Score -1226776 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1226938.750000 Penalty: 4563.694336
	Iteration 8Q: 3 clusters Score -1226939 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1227064.375000 Penalty: 4563.694336
	Iteration 9Q: 3 clusters Score -1227064 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1227171.625000 Penalty: 4563.694336
	Iteration 10Q: 3 clusters Score -1227172 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1227284.125000 Penalty: 4563.694336
	Iteration 11Q: 3 clusters Score -1227284 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1227385.500000 Penalty: 4563.694336
	Iteration 12Q: 3 clusters Score -1227386 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1227468.375000 Penalty: 4563.694336
	Iteration 13Q: 3 clusters Score -1227468 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1227539.000000 Penalty: 4563.694336
	Iteration 14Q: 3 clusters Score -1227539 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1227611.000000 Penalty: 4563.694336
	Iteration 15Q: 3 clusters Score -1227611 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1227697.875000 Penalty: 4563.694336
	Iteration 16Q: 3 clusters Score -1227698 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1227787.000000 Penalty: 4563.694336
	Iteration 17Q: 3 clusters Score -1227787 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1227852.250000 Penalty: 4563.694336
	Iteration 18Q: 3 clusters Score -1227852 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1227920.250000 Penalty: 4563.694336
	Iteration 19Q: 3 clusters Score -1227920 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1227970.875000 Penalty: 4563.694336
	Iteration 20F: 3 clusters Score -1227971 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1228021.375000 Penalty: 4563.694336
	Iteration 21Q: 3 clusters Score -1228021 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1228082.500000 Penalty: 4563.694336
	Iteration 22Q: 3 clusters Score -1228082 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1228139.125000 Penalty: 4563.694336
	Iteration 23Q: 3 clusters Score -1228139 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1228186.875000 Penalty: 4563.694336
	Iteration 24Q: 3 clusters Score -1228187 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1228225.500000 Penalty: 4563.694336
	Iteration 25Q: 3 clusters Score -1228226 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1228268.625000 Penalty: 4563.694336
	Iteration 26Q: 3 clusters Score -1228269 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1228310.875000 Penalty: 4563.694336
	Iteration 27Q: 3 clusters Score -1228311 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1228348.125000 Penalty: 4563.694336
	Iteration 28Q: 3 clusters Score -1228348 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1228379.875000 Penalty: 4563.694336
	Iteration 29Q: 3 clusters Score -1228380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1228408.000000 Penalty: 4563.694336
	Iteration 30Q: 3 clusters Score -1228408 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1228437.250000 Penalty: 4563.694336
	Iteration 31Q: 3 clusters Score -1228437 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1228459.500000 Penalty: 4563.694336
	Iteration 32Q: 3 clusters Score -1228460 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1228479.250000 Penalty: 4563.694336
	Iteration 33Q: 3 clusters Score -1228479 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1228503.375000 Penalty: 4563.694336
	Iteration 34Q: 3 clusters Score -1228503 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1228525.750000 Penalty: 4563.694336
	Iteration 35Q: 3 clusters Score -1228526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1228546.500000 Penalty: 4563.694336
	Iteration 36Q: 3 clusters Score -1228546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1228555.875000 Penalty: 4563.694336
	Iteration 37Q: 3 clusters Score -1228556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1228569.000000 Penalty: 4563.694336
	Iteration 38Q: 3 clusters Score -1228569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1228582.125000 Penalty: 4563.694336
	Iteration 39Q: 3 clusters Score -1228582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1228585.500000 Penalty: 4563.694336
	Iteration 40F: 3 clusters Score -1228586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1228592.000000 Penalty: 4563.694336
	Iteration 41Q: 3 clusters Score -1228592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1228595.250000 Penalty: 4563.694336
	Iteration 42Q: 3 clusters Score -1228595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1228601.125000 Penalty: 4563.694336
	Iteration 43Q: 3 clusters Score -1228601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1228602.750000 Penalty: 4563.694336
	Iteration 44Q: 3 clusters Score -1228603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1228606.375000 Penalty: 4563.694336
	Iteration 45Q: 3 clusters Score -1228606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1228610.000000 Penalty: 4563.694336
	Iteration 46Q: 3 clusters Score -1228610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1228611.875000 Penalty: 4563.694336
	Iteration 47Q: 3 clusters Score -1228612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1228613.375000 Penalty: 4563.694336
	Iteration 48Q: 3 clusters Score -1228613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1228615.125000 Penalty: 4563.694336
	Iteration 49Q: 3 clusters Score -1228615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1228617.375000 Penalty: 4563.694336
	Iteration 50Q: 3 clusters Score -1228617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1228618.125000 Penalty: 4563.694336
	Iteration 51Q: 3 clusters Score -1228618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1228617.625000 Penalty: 4563.694336
	Iteration 52Q: 3 clusters Score -1228618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1228618.250000 Penalty: 4563.694336
	Iteration 53Q: 3 clusters Score -1228618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1228619.375000 Penalty: 4563.694336
	Iteration 54Q: 3 clusters Score -1228619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1228619.000000 Penalty: 4563.694336
	Iteration 55Q: 3 clusters Score -1228619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1228621.750000 Penalty: 4563.694336
	Iteration 56Q: 3 clusters Score -1228622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1228620.500000 Penalty: 4563.694336
	Iteration 57Q: 3 clusters Score -1228620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1228625.125000 Penalty: 4563.694336
	Iteration 58Q: 3 clusters Score -1228625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1228627.500000 Penalty: 4563.694336
	Iteration 59Q: 3 clusters Score -1228628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1228629.500000 Penalty: 4563.694336
	Iteration 60F: 3 clusters Score -1228630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1228631.125000 Penalty: 4563.694336
	Iteration 61Q: 3 clusters Score -1228631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1228634.000000 Penalty: 4563.694336
	Iteration 62Q: 3 clusters Score -1228634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1228636.750000 Penalty: 4563.694336
	Iteration 63Q: 3 clusters Score -1228637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1228638.750000 Penalty: 4563.694336
	Iteration 64Q: 3 clusters Score -1228639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1228639.250000 Penalty: 4563.694336
	Iteration 65Q: 3 clusters Score -1228639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1228639.375000 Penalty: 4563.694336
	Iteration 66Q: 3 clusters Score -1228639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1228641.375000 Penalty: 4563.694336
	Iteration 67Q: 3 clusters Score -1228641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1228641.375000 Penalty: 4563.694336
	Iteration 68Q: 3 clusters Score -1228641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1228643.375000 Penalty: 4563.694336
	Iteration 69Q: 3 clusters Score -1228643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1228642.250000 Penalty: 4563.694336
	Iteration 70Q: 3 clusters Score -1228642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1228642.250000 Penalty: 4563.694336
	Iteration 71Q: 3 clusters Score -1228642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1228646.625000 Penalty: 4563.694336
	Iteration 72Q: 3 clusters Score -1228647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1228647.750000 Penalty: 4563.694336
	Iteration 73Q: 3 clusters Score -1228648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1228647.000000 Penalty: 4563.694336
	Iteration 74Q: 3 clusters Score -1228647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1228650.375000 Penalty: 4563.694336
	Iteration 75Q: 3 clusters Score -1228650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1228651.500000 Penalty: 4563.694336
	Iteration 76Q: 3 clusters Score -1228652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1228653.500000 Penalty: 4563.694336
	Iteration 77Q: 3 clusters Score -1228654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1228653.500000 Penalty: 4563.694336
	Iteration 78Q: 3 clusters Score -1228654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1228654.125000 Penalty: 4563.694336
	Iteration 79Q: 3 clusters Score -1228654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1228655.750000 Penalty: 4563.694336
	Iteration 80F: 3 clusters Score -1228656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1228656.250000 Penalty: 4563.694336
	Iteration 81Q: 3 clusters Score -1228656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1228655.125000 Penalty: 4563.694336
	Iteration 82Q: 3 clusters Score -1228655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1228657.500000 Penalty: 4563.694336
	Iteration 83Q: 3 clusters Score -1228658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1228656.625000 Penalty: 4563.694336
	Iteration 84Q: 3 clusters Score -1228657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1228657.250000 Penalty: 4563.694336
	Iteration 85Q: 3 clusters Score -1228657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1228657.875000 Penalty: 4563.694336
	Iteration 86Q: 3 clusters Score -1228658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1228658.875000 Penalty: 4563.694336
	Iteration 87Q: 3 clusters Score -1228659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1228658.375000 Penalty: 4563.694336
	Iteration 88Q: 3 clusters Score -1228658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1228658.375000 Penalty: 4563.694336
	Iteration 89Q: 3 clusters Score -1228658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1228658.375000 Penalty: 4563.694336
	Iteration 90F: 3 clusters Score -1228658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (216435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216435 members 
Entering Unmasked Estep 
Score: -26891192.000000 Penalty: 3046.691406
	Iteration 0F: 2 clusters Score -2.689119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108311 members 
Mstep: Class 2 contains 108124 members 
Entering Unmasked Estep 
Score: -26748094.000000 Penalty: 6093.382812
	Iteration 0F: 3 clusters Score -2.674809e+07 nChanged 104239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112204 members 
Mstep: Class 2 contains 104231 members 
Entering Unmasked Estep 
Score: -26809696.000000 Penalty: 6093.382812
	Iteration 1F: 3 clusters Score -2.68097e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114572 members 
Mstep: Class 2 contains 101863 members 
Entering Unmasked Estep 
Score: -26810972.000000 Penalty: 6093.382812
	Iteration 2Q: 3 clusters Score -2.681097e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118258 members 
Mstep: Class 2 contains 98177 members 
Entering Unmasked Estep 
Score: -26812598.000000 Penalty: 6093.382812
	Iteration 3Q: 3 clusters Score -2.68126e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123776 members 
Mstep: Class 2 contains 92659 members 
Entering Unmasked Estep 
Score: -26815268.000000 Penalty: 6093.382812
	Iteration 4Q: 3 clusters Score -2.681527e+07 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131779 members 
Mstep: Class 2 contains 84656 members 
Entering Unmasked Estep 
Score: -26819444.000000 Penalty: 6093.382812
	Iteration 5Q: 3 clusters Score -2.681944e+07 nChanged 11581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142724 members 
Mstep: Class 2 contains 73711 members 
Entering Unmasked Estep 
Score: -26826624.000000 Penalty: 6093.382812
	Iteration 6F: 3 clusters Score -2.682662e+07 nChanged 14320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156836 members 
Mstep: Class 2 contains 59599 members 
Entering Unmasked Estep 
Score: -26837326.000000 Penalty: 6093.382812
	Iteration 7F: 3 clusters Score -2.683733e+07 nChanged 16455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173231 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -26851360.000000 Penalty: 6093.382812
	Iteration 8F: 3 clusters Score -2.685136e+07 nChanged 16112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189337 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -26865846.000000 Penalty: 6093.382812
	Iteration 9F: 3 clusters Score -2.686585e+07 nChanged 12433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201768 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -26876626.000000 Penalty: 6093.382812
	Iteration 10F: 3 clusters Score -2.687663e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209415 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -26882998.000000 Penalty: 6093.382812
	Iteration 11Q: 3 clusters Score -2.6883e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213145 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -26886064.000000 Penalty: 6093.382812
	Iteration 12Q: 3 clusters Score -2.688606e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214816 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -26887344.000000 Penalty: 6093.382812
	Iteration 13Q: 3 clusters Score -2.688734e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215462 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -26887940.000000 Penalty: 6093.382812
	Iteration 14Q: 3 clusters Score -2.688794e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215734 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -26888196.000000 Penalty: 6093.382812
	Iteration 15Q: 3 clusters Score -2.68882e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215862 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -26888312.000000 Penalty: 6093.382812
	Iteration 16Q: 3 clusters Score -2.688831e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215909 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -26888360.000000 Penalty: 6093.382812
	Iteration 17Q: 3 clusters Score -2.688836e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215932 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -26888382.000000 Penalty: 6093.382812
	Iteration 18Q: 3 clusters Score -2.688838e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215949 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -26888406.000000 Penalty: 6093.382812
	Iteration 19Q: 3 clusters Score -2.688841e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215968 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -26888454.000000 Penalty: 6093.382812
	Iteration 20F: 3 clusters Score -2.688845e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215985 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -26888458.000000 Penalty: 6093.382812
	Iteration 21Q: 3 clusters Score -2.688846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215997 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -26888486.000000 Penalty: 6093.382812
	Iteration 22Q: 3 clusters Score -2.688849e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216009 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -26888488.000000 Penalty: 6093.382812
	Iteration 23Q: 3 clusters Score -2.688849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216015 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -26888490.000000 Penalty: 6093.382812
	Iteration 24Q: 3 clusters Score -2.688849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216019 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -26888506.000000 Penalty: 6093.382812
	Iteration 25Q: 3 clusters Score -2.688851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216022 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -26888492.000000 Penalty: 6093.382812
	Iteration 26Q: 3 clusters Score -2.688849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216025 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -26888494.000000 Penalty: 6093.382812
	Iteration 27Q: 3 clusters Score -2.688849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216025 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -26888478.000000 Penalty: 6093.382812
	Iteration 28Q: 3 clusters Score -2.688848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216024 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -26888488.000000 Penalty: 6093.382812
	Iteration 29Q: 3 clusters Score -2.688849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216024 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -26888488.000000 Penalty: 6093.382812
	Iteration 30F: 3 clusters Score -2.688849e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Entering Unmasked Estep 
Score: -316576.437500 Penalty: 1968.291748
	Iteration 0F: 2 clusters Score -316576.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -313438.031250 Penalty: 3936.583496
	Iteration 0F: 3 clusters Score -313438 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -314133.875000 Penalty: 3936.583496
	Iteration 1F: 3 clusters Score -314133.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -314378.937500 Penalty: 3936.583496
	Iteration 2F: 3 clusters Score -314378.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -314522.468750 Penalty: 3936.583496
	Iteration 3F: 3 clusters Score -314522.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -314640.281250 Penalty: 3936.583496
	Iteration 4Q: 3 clusters Score -314640.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -314731.781250 Penalty: 3936.583496
	Iteration 5Q: 3 clusters Score -314731.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -314797.906250 Penalty: 3936.583496
	Iteration 6Q: 3 clusters Score -314797.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -314844.593750 Penalty: 3936.583496
	Iteration 7Q: 3 clusters Score -314844.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -314903.875000 Penalty: 3936.583496
	Iteration 8Q: 3 clusters Score -314903.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -314940.031250 Penalty: 3936.583496
	Iteration 9Q: 3 clusters Score -314940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -314969.406250 Penalty: 3936.583496
	Iteration 10Q: 3 clusters Score -314969.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -314990.500000 Penalty: 3936.583496
	Iteration 11Q: 3 clusters Score -314990.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -315006.625000 Penalty: 3936.583496
	Iteration 12Q: 3 clusters Score -315006.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -315017.906250 Penalty: 3936.583496
	Iteration 13Q: 3 clusters Score -315017.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -315028.406250 Penalty: 3936.583496
	Iteration 14Q: 3 clusters Score -315028.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -315037.468750 Penalty: 3936.583496
	Iteration 15Q: 3 clusters Score -315037.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -315046.781250 Penalty: 3936.583496
	Iteration 16Q: 3 clusters Score -315046.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -315051.187500 Penalty: 3936.583496
	Iteration 17Q: 3 clusters Score -315051.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -315056.718750 Penalty: 3936.583496
	Iteration 18Q: 3 clusters Score -315056.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -315060.218750 Penalty: 3936.583496
	Iteration 19Q: 3 clusters Score -315060.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -315064.312500 Penalty: 3936.583496
	Iteration 20F: 3 clusters Score -315064.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -315070.187500 Penalty: 3936.583496
	Iteration 21Q: 3 clusters Score -315070.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -315078.718750 Penalty: 3936.583496
	Iteration 22Q: 3 clusters Score -315078.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -315084.312500 Penalty: 3936.583496
	Iteration 23Q: 3 clusters Score -315084.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -315089.406250 Penalty: 3936.583496
	Iteration 24Q: 3 clusters Score -315089.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -315093.531250 Penalty: 3936.583496
	Iteration 25Q: 3 clusters Score -315093.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -315095.187500 Penalty: 3936.583496
	Iteration 26Q: 3 clusters Score -315095.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -315095.625000 Penalty: 3936.583496
	Iteration 27Q: 3 clusters Score -315095.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -315097.000000 Penalty: 3936.583496
	Iteration 28Q: 3 clusters Score -315097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -315098.406250 Penalty: 3936.583496
	Iteration 29Q: 3 clusters Score -315098.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -315098.343750 Penalty: 3936.583496
	Iteration 30Q: 3 clusters Score -315098.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -315098.750000 Penalty: 3936.583496
	Iteration 31Q: 3 clusters Score -315098.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -315098.750000 Penalty: 3936.583496
	Iteration 32F: 3 clusters Score -315098.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Entering Unmasked Estep 
Score: -430386.812500 Penalty: 2039.991211
	Iteration 0F: 2 clusters Score -430386.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -426737.593750 Penalty: 4079.982422
	Iteration 0F: 3 clusters Score -426737.6 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -427720.125000 Penalty: 4079.982422
	Iteration 1F: 3 clusters Score -427720.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -428163.125000 Penalty: 4079.982422
	Iteration 2F: 3 clusters Score -428163.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -428822.343750 Penalty: 4079.982422
	Iteration 3F: 3 clusters Score -428822.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -429698.250000 Penalty: 4079.982422
	Iteration 4F: 3 clusters Score -429698.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -430414.437500 Penalty: 4079.982422
	Iteration 5F: 3 clusters Score -430414.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -430814.625000 Penalty: 4079.982422
	Iteration 6F: 3 clusters Score -430814.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -430991.843750 Penalty: 4079.982422
	Iteration 7Q: 3 clusters Score -430991.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -431085.281250 Penalty: 4079.982422
	Iteration 8Q: 3 clusters Score -431085.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -431120.437500 Penalty: 4079.982422
	Iteration 9Q: 3 clusters Score -431120.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -431132.843750 Penalty: 4079.982422
	Iteration 10Q: 3 clusters Score -431132.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -431137.468750 Penalty: 4079.982422
	Iteration 11Q: 3 clusters Score -431137.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -431139.500000 Penalty: 4079.982422
	Iteration 12Q: 3 clusters Score -431139.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -431139.906250 Penalty: 4079.982422
	Iteration 13Q: 3 clusters Score -431139.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -431140.656250 Penalty: 4079.982422
	Iteration 14Q: 3 clusters Score -431140.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -431142.812500 Penalty: 4079.982422
	Iteration 15Q: 3 clusters Score -431142.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -431143.718750 Penalty: 4079.982422
	Iteration 16Q: 3 clusters Score -431143.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -431144.937500 Penalty: 4079.982422
	Iteration 17Q: 3 clusters Score -431144.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -431146.375000 Penalty: 4079.982422
	Iteration 18Q: 3 clusters Score -431146.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -431146.250000 Penalty: 4079.982422
	Iteration 19Q: 3 clusters Score -431146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -431146.843750 Penalty: 4079.982422
	Iteration 20F: 3 clusters Score -431146.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17651 members 
Mstep: Class 4 contains 9851 members 
Mstep: Class 5 contains 20213 members 
Mstep: Class 6 contains 180488 members 
Mstep: Class 7 contains 14420 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43170 members 
Mstep: Class 10 contains 9697 members 
Mstep: Class 11 contains 19448 members 
Mstep: Class 12 contains 84452 members 
Mstep: Class 13 contains 9173 members 
Mstep: Class 14 contains 43019 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 237263 members 
Mstep: Class 17 contains 236719 members 
Mstep: Class 18 contains 16249 members 
Mstep: Class 19 contains 9907 members 
Mstep: Class 20 contains 216435 members 
Mstep: Class 21 contains 2798 members 
Mstep: Class 22 contains 3349 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2342 members 
Mstep: Class 25 contains 10873 members 
Mstep: Class 26 contains 20231 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 387 members 
Entering Unmasked Estep 
Score: -154598304.000000 Penalty: 101103.531250
Splitting cluster 22 changes total score from -154600160.000000 to -154598304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Entering Unmasked Estep 
Score: -218601.203125 Penalty: 1899.006104
	Iteration 0F: 2 clusters Score -218601.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -215971.453125 Penalty: 3798.012207
	Iteration 0F: 3 clusters Score -215971.5 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -216498.109375 Penalty: 3798.012207
	Iteration 1F: 3 clusters Score -216498.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -216702.843750 Penalty: 3798.012207
	Iteration 2F: 3 clusters Score -216702.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -216853.484375 Penalty: 3798.012207
	Iteration 3F: 3 clusters Score -216853.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -216994.093750 Penalty: 3798.012207
	Iteration 4Q: 3 clusters Score -216994.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -217113.656250 Penalty: 3798.012207
	Iteration 5Q: 3 clusters Score -217113.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -217201.859375 Penalty: 3798.012207
	Iteration 6Q: 3 clusters Score -217201.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -217262.671875 Penalty: 3798.012207
	Iteration 7Q: 3 clusters Score -217262.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -217321.453125 Penalty: 3798.012207
	Iteration 8Q: 3 clusters Score -217321.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -217369.203125 Penalty: 3798.012207
	Iteration 9Q: 3 clusters Score -217369.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -217403.718750 Penalty: 3798.012207
	Iteration 10Q: 3 clusters Score -217403.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -217428.546875 Penalty: 3798.012207
	Iteration 11Q: 3 clusters Score -217428.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -217451.046875 Penalty: 3798.012207
	Iteration 12Q: 3 clusters Score -217451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -217481.953125 Penalty: 3798.012207
	Iteration 13Q: 3 clusters Score -217482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -217534.031250 Penalty: 3798.012207
	Iteration 14Q: 3 clusters Score -217534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -217557.187500 Penalty: 3798.012207
	Iteration 15Q: 3 clusters Score -217557.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -217579.500000 Penalty: 3798.012207
	Iteration 16Q: 3 clusters Score -217579.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -217599.796875 Penalty: 3798.012207
	Iteration 17Q: 3 clusters Score -217599.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -217611.375000 Penalty: 3798.012207
	Iteration 18Q: 3 clusters Score -217611.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -217622.687500 Penalty: 3798.012207
	Iteration 19Q: 3 clusters Score -217622.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -217631.687500 Penalty: 3798.012207
	Iteration 20F: 3 clusters Score -217631.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -217633.093750 Penalty: 3798.012207
	Iteration 21Q: 3 clusters Score -217633.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -217633.015625 Penalty: 3798.012207
	Iteration 22Q: 3 clusters Score -217633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -217633.875000 Penalty: 3798.012207
	Iteration 23Q: 3 clusters Score -217633.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -217634.234375 Penalty: 3798.012207
	Iteration 24Q: 3 clusters Score -217634.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -217637.359375 Penalty: 3798.012207
	Iteration 25Q: 3 clusters Score -217637.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -217640.234375 Penalty: 3798.012207
	Iteration 26Q: 3 clusters Score -217640.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -217642.203125 Penalty: 3798.012207
	Iteration 27Q: 3 clusters Score -217642.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -217643.640625 Penalty: 3798.012207
	Iteration 28Q: 3 clusters Score -217643.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -217647.203125 Penalty: 3798.012207
	Iteration 29Q: 3 clusters Score -217647.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -217649.171875 Penalty: 3798.012207
	Iteration 30Q: 3 clusters Score -217649.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -217650.562500 Penalty: 3798.012207
	Iteration 31Q: 3 clusters Score -217650.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -217650.562500 Penalty: 3798.012207
	Iteration 32F: 3 clusters Score -217650.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Entering Unmasked Estep 
Score: -284847.562500 Penalty: 1924.172607
	Iteration 0F: 2 clusters Score -284847.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -281976.687500 Penalty: 3848.345215
	Iteration 0F: 3 clusters Score -281976.7 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -282516.937500 Penalty: 3848.345215
	Iteration 1F: 3 clusters Score -282516.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -282699.750000 Penalty: 3848.345215
	Iteration 2F: 3 clusters Score -282699.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -282788.937500 Penalty: 3848.345215
	Iteration 3Q: 3 clusters Score -282788.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -282837.250000 Penalty: 3848.345215
	Iteration 4Q: 3 clusters Score -282837.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -282877.312500 Penalty: 3848.345215
	Iteration 5Q: 3 clusters Score -282877.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -282902.875000 Penalty: 3848.345215
	Iteration 6Q: 3 clusters Score -282902.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -282923.093750 Penalty: 3848.345215
	Iteration 7Q: 3 clusters Score -282923.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -282938.750000 Penalty: 3848.345215
	Iteration 8Q: 3 clusters Score -282938.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -282948.187500 Penalty: 3848.345215
	Iteration 9Q: 3 clusters Score -282948.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -282954.937500 Penalty: 3848.345215
	Iteration 10Q: 3 clusters Score -282954.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -282962.687500 Penalty: 3848.345215
	Iteration 11Q: 3 clusters Score -282962.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -282966.625000 Penalty: 3848.345215
	Iteration 12Q: 3 clusters Score -282966.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -282970.812500 Penalty: 3848.345215
	Iteration 13Q: 3 clusters Score -282970.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -282976.031250 Penalty: 3848.345215
	Iteration 14Q: 3 clusters Score -282976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -282978.687500 Penalty: 3848.345215
	Iteration 15Q: 3 clusters Score -282978.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -282984.468750 Penalty: 3848.345215
	Iteration 16Q: 3 clusters Score -282984.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -282989.593750 Penalty: 3848.345215
	Iteration 17Q: 3 clusters Score -282989.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -282994.812500 Penalty: 3848.345215
	Iteration 18Q: 3 clusters Score -282994.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -282997.843750 Penalty: 3848.345215
	Iteration 19Q: 3 clusters Score -282997.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -283000.968750 Penalty: 3848.345215
	Iteration 20F: 3 clusters Score -283001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283004.250000 Penalty: 3848.345215
	Iteration 21Q: 3 clusters Score -283004.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -283007.937500 Penalty: 3848.345215
	Iteration 22Q: 3 clusters Score -283007.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -283014.125000 Penalty: 3848.345215
	Iteration 23Q: 3 clusters Score -283014.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -283017.468750 Penalty: 3848.345215
	Iteration 24Q: 3 clusters Score -283017.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -283021.281250 Penalty: 3848.345215
	Iteration 25Q: 3 clusters Score -283021.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -283025.750000 Penalty: 3848.345215
	Iteration 26Q: 3 clusters Score -283025.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -283029.187500 Penalty: 3848.345215
	Iteration 27Q: 3 clusters Score -283029.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -283031.125000 Penalty: 3848.345215
	Iteration 28Q: 3 clusters Score -283031.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -283034.781250 Penalty: 3848.345215
	Iteration 29Q: 3 clusters Score -283034.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -283038.125000 Penalty: 3848.345215
	Iteration 30Q: 3 clusters Score -283038.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -283044.937500 Penalty: 3848.345215
	Iteration 31Q: 3 clusters Score -283044.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -283052.562500 Penalty: 3848.345215
	Iteration 32Q: 3 clusters Score -283052.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -283057.531250 Penalty: 3848.345215
	Iteration 33Q: 3 clusters Score -283057.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -283061.562500 Penalty: 3848.345215
	Iteration 34Q: 3 clusters Score -283061.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -283063.906250 Penalty: 3848.345215
	Iteration 35Q: 3 clusters Score -283063.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -283065.281250 Penalty: 3848.345215
	Iteration 36Q: 3 clusters Score -283065.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -283066.125000 Penalty: 3848.345215
	Iteration 37Q: 3 clusters Score -283066.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -283066.937500 Penalty: 3848.345215
	Iteration 38Q: 3 clusters Score -283066.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -283068.343750 Penalty: 3848.345215
	Iteration 39Q: 3 clusters Score -283068.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -283069.500000 Penalty: 3848.345215
	Iteration 40F: 3 clusters Score -283069.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -283070.156250 Penalty: 3848.345215
	Iteration 41Q: 3 clusters Score -283070.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -283070.312500 Penalty: 3848.345215
	Iteration 42Q: 3 clusters Score -283070.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -283070.250000 Penalty: 3848.345215
	Iteration 43Q: 3 clusters Score -283070.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -283070.250000 Penalty: 3848.345215
	Iteration 44F: 3 clusters Score -283070.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Entering Unmasked Estep 
Score: -1347510.250000 Penalty: 2304.921387
	Iteration 0F: 2 clusters Score -1347510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1339232.875000 Penalty: 4609.842773
	Iteration 0F: 3 clusters Score -1339233 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1341725.125000 Penalty: 4609.842773
	Iteration 1F: 3 clusters Score -1341725 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1342052.125000 Penalty: 4609.842773
	Iteration 2F: 3 clusters Score -1342052 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1342283.375000 Penalty: 4609.842773
	Iteration 3Q: 3 clusters Score -1342283 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1342487.625000 Penalty: 4609.842773
	Iteration 4Q: 3 clusters Score -1342488 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1342671.625000 Penalty: 4609.842773
	Iteration 5Q: 3 clusters Score -1342672 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1342897.625000 Penalty: 4609.842773
	Iteration 6Q: 3 clusters Score -1342898 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1343144.875000 Penalty: 4609.842773
	Iteration 7Q: 3 clusters Score -1343145 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1343455.625000 Penalty: 4609.842773
	Iteration 8Q: 3 clusters Score -1343456 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1343800.750000 Penalty: 4609.842773
	Iteration 9Q: 3 clusters Score -1343801 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1344171.500000 Penalty: 4609.842773
	Iteration 10Q: 3 clusters Score -1344172 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1344483.125000 Penalty: 4609.842773
	Iteration 11Q: 3 clusters Score -1344483 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1344776.125000 Penalty: 4609.842773
	Iteration 12Q: 3 clusters Score -1344776 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1345004.250000 Penalty: 4609.842773
	Iteration 13Q: 3 clusters Score -1345004 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1345160.250000 Penalty: 4609.842773
	Iteration 14Q: 3 clusters Score -1345160 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1345269.875000 Penalty: 4609.842773
	Iteration 15Q: 3 clusters Score -1345270 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1345338.750000 Penalty: 4609.842773
	Iteration 16Q: 3 clusters Score -1345339 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1345384.125000 Penalty: 4609.842773
	Iteration 17Q: 3 clusters Score -1345384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1345424.250000 Penalty: 4609.842773
	Iteration 18Q: 3 clusters Score -1345424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1345446.750000 Penalty: 4609.842773
	Iteration 19Q: 3 clusters Score -1345447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1345463.000000 Penalty: 4609.842773
	Iteration 20F: 3 clusters Score -1345463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1345472.500000 Penalty: 4609.842773
	Iteration 21Q: 3 clusters Score -1345472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1345480.750000 Penalty: 4609.842773
	Iteration 22Q: 3 clusters Score -1345481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1345487.875000 Penalty: 4609.842773
	Iteration 23Q: 3 clusters Score -1345488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1345491.625000 Penalty: 4609.842773
	Iteration 24Q: 3 clusters Score -1345492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1345495.000000 Penalty: 4609.842773
	Iteration 25Q: 3 clusters Score -1345495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1345500.250000 Penalty: 4609.842773
	Iteration 26Q: 3 clusters Score -1345500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1345502.375000 Penalty: 4609.842773
	Iteration 27Q: 3 clusters Score -1345502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1345504.000000 Penalty: 4609.842773
	Iteration 28Q: 3 clusters Score -1345504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1345505.875000 Penalty: 4609.842773
	Iteration 29Q: 3 clusters Score -1345506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1345507.250000 Penalty: 4609.842773
	Iteration 30Q: 3 clusters Score -1345507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1345507.250000 Penalty: 4609.842773
	Iteration 31Q: 3 clusters Score -1345507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1345509.500000 Penalty: 4609.842773
	Iteration 32Q: 3 clusters Score -1345510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1345509.500000 Penalty: 4609.842773
	Iteration 33Q: 3 clusters Score -1345510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1345511.375000 Penalty: 4609.842773
	Iteration 34Q: 3 clusters Score -1345511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1345511.000000 Penalty: 4609.842773
	Iteration 35Q: 3 clusters Score -1345511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1345511.000000 Penalty: 4609.842773
	Iteration 36F: 3 clusters Score -1345511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Entering Unmasked Estep 
Score: -2453260.250000 Penalty: 2458.912842
	Iteration 0F: 2 clusters Score -2453260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2439083.750000 Penalty: 4917.825684
	Iteration 0F: 3 clusters Score -2439084 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2443966.250000 Penalty: 4917.825684
	Iteration 1F: 3 clusters Score -2443966 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2444430.750000 Penalty: 4917.825684
	Iteration 2F: 3 clusters Score -2444431 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2444824.500000 Penalty: 4917.825684
	Iteration 3Q: 3 clusters Score -2444824 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2445144.500000 Penalty: 4917.825684
	Iteration 4Q: 3 clusters Score -2445144 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2445406.750000 Penalty: 4917.825684
	Iteration 5Q: 3 clusters Score -2445407 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2445673.250000 Penalty: 4917.825684
	Iteration 6Q: 3 clusters Score -2445673 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2445947.750000 Penalty: 4917.825684
	Iteration 7Q: 3 clusters Score -2445948 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2446234.750000 Penalty: 4917.825684
	Iteration 8Q: 3 clusters Score -2446235 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2446556.750000 Penalty: 4917.825684
	Iteration 9Q: 3 clusters Score -2446557 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2446949.250000 Penalty: 4917.825684
	Iteration 10Q: 3 clusters Score -2446949 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2447485.000000 Penalty: 4917.825684
	Iteration 11Q: 3 clusters Score -2447485 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2448128.000000 Penalty: 4917.825684
	Iteration 12Q: 3 clusters Score -2448128 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2448727.000000 Penalty: 4917.825684
	Iteration 13Q: 3 clusters Score -2448727 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2449196.750000 Penalty: 4917.825684
	Iteration 14Q: 3 clusters Score -2449197 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2449580.750000 Penalty: 4917.825684
	Iteration 15Q: 3 clusters Score -2449581 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2449909.750000 Penalty: 4917.825684
	Iteration 16Q: 3 clusters Score -2449910 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2450171.250000 Penalty: 4917.825684
	Iteration 17Q: 3 clusters Score -2450171 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2450366.250000 Penalty: 4917.825684
	Iteration 18Q: 3 clusters Score -2450366 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2450521.000000 Penalty: 4917.825684
	Iteration 19Q: 3 clusters Score -2450521 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2450668.000000 Penalty: 4917.825684
	Iteration 20F: 3 clusters Score -2450668 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2450785.500000 Penalty: 4917.825684
	Iteration 21Q: 3 clusters Score -2450786 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2450889.250000 Penalty: 4917.825684
	Iteration 22Q: 3 clusters Score -2450889 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2450964.750000 Penalty: 4917.825684
	Iteration 23Q: 3 clusters Score -2450965 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2451031.750000 Penalty: 4917.825684
	Iteration 24Q: 3 clusters Score -2451032 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2451081.000000 Penalty: 4917.825684
	Iteration 25Q: 3 clusters Score -2451081 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2451114.250000 Penalty: 4917.825684
	Iteration 26Q: 3 clusters Score -2451114 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2451141.000000 Penalty: 4917.825684
	Iteration 27Q: 3 clusters Score -2451141 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2451158.000000 Penalty: 4917.825684
	Iteration 28Q: 3 clusters Score -2451158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2451171.500000 Penalty: 4917.825684
	Iteration 29Q: 3 clusters Score -2451172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2451180.750000 Penalty: 4917.825684
	Iteration 30Q: 3 clusters Score -2451181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2451186.750000 Penalty: 4917.825684
	Iteration 31Q: 3 clusters Score -2451187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2451204.500000 Penalty: 4917.825684
	Iteration 32Q: 3 clusters Score -2451204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2451219.750000 Penalty: 4917.825684
	Iteration 33Q: 3 clusters Score -2451220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2451229.500000 Penalty: 4917.825684
	Iteration 34Q: 3 clusters Score -2451230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2451238.750000 Penalty: 4917.825684
	Iteration 35Q: 3 clusters Score -2451239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2451250.750000 Penalty: 4917.825684
	Iteration 36Q: 3 clusters Score -2451251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2451252.000000 Penalty: 4917.825684
	Iteration 37Q: 3 clusters Score -2451252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2451259.250000 Penalty: 4917.825684
	Iteration 38Q: 3 clusters Score -2451259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2451260.500000 Penalty: 4917.825684
	Iteration 39Q: 3 clusters Score -2451260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2451263.500000 Penalty: 4917.825684
	Iteration 40F: 3 clusters Score -2451264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2451265.000000 Penalty: 4917.825684
	Iteration 41Q: 3 clusters Score -2451265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2451266.250000 Penalty: 4917.825684
	Iteration 42Q: 3 clusters Score -2451266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2451273.250000 Penalty: 4917.825684
	Iteration 43Q: 3 clusters Score -2451273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2451273.750000 Penalty: 4917.825684
	Iteration 44Q: 3 clusters Score -2451274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2451273.750000 Penalty: 4917.825684
	Iteration 45F: 3 clusters Score -2451274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Entering Unmasked Estep 
Score: -488166.531250 Penalty: 2058.161133
	Iteration 0F: 2 clusters Score -488166.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -484217.593750 Penalty: 4116.322266
	Iteration 0F: 3 clusters Score -484217.6 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -485029.750000 Penalty: 4116.322266
	Iteration 1F: 3 clusters Score -485029.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -485218.875000 Penalty: 4116.322266
	Iteration 2F: 3 clusters Score -485218.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -485334.125000 Penalty: 4116.322266
	Iteration 3Q: 3 clusters Score -485334.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -485403.281250 Penalty: 4116.322266
	Iteration 4Q: 3 clusters Score -485403.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -485455.281250 Penalty: 4116.322266
	Iteration 5Q: 3 clusters Score -485455.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -485488.375000 Penalty: 4116.322266
	Iteration 6Q: 3 clusters Score -485488.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -485511.812500 Penalty: 4116.322266
	Iteration 7Q: 3 clusters Score -485511.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -485534.968750 Penalty: 4116.322266
	Iteration 8Q: 3 clusters Score -485535 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -485553.468750 Penalty: 4116.322266
	Iteration 9Q: 3 clusters Score -485553.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -485570.312500 Penalty: 4116.322266
	Iteration 10Q: 3 clusters Score -485570.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -485586.500000 Penalty: 4116.322266
	Iteration 11Q: 3 clusters Score -485586.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -485601.906250 Penalty: 4116.322266
	Iteration 12Q: 3 clusters Score -485601.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -485611.250000 Penalty: 4116.322266
	Iteration 13Q: 3 clusters Score -485611.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -485617.687500 Penalty: 4116.322266
	Iteration 14Q: 3 clusters Score -485617.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -485627.375000 Penalty: 4116.322266
	Iteration 15Q: 3 clusters Score -485627.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -485639.093750 Penalty: 4116.322266
	Iteration 16Q: 3 clusters Score -485639.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -485646.812500 Penalty: 4116.322266
	Iteration 17Q: 3 clusters Score -485646.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -485655.000000 Penalty: 4116.322266
	Iteration 18Q: 3 clusters Score -485655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -485662.625000 Penalty: 4116.322266
	Iteration 19Q: 3 clusters Score -485662.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -485670.843750 Penalty: 4116.322266
	Iteration 20F: 3 clusters Score -485670.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -485678.656250 Penalty: 4116.322266
	Iteration 21Q: 3 clusters Score -485678.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -485689.906250 Penalty: 4116.322266
	Iteration 22Q: 3 clusters Score -485689.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -485697.656250 Penalty: 4116.322266
	Iteration 23Q: 3 clusters Score -485697.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -485707.562500 Penalty: 4116.322266
	Iteration 24Q: 3 clusters Score -485707.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -485716.625000 Penalty: 4116.322266
	Iteration 25Q: 3 clusters Score -485716.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -485722.968750 Penalty: 4116.322266
	Iteration 26Q: 3 clusters Score -485723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -485728.562500 Penalty: 4116.322266
	Iteration 27Q: 3 clusters Score -485728.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -485732.781250 Penalty: 4116.322266
	Iteration 28Q: 3 clusters Score -485732.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -485735.218750 Penalty: 4116.322266
	Iteration 29Q: 3 clusters Score -485735.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -485734.875000 Penalty: 4116.322266
	Iteration 30Q: 3 clusters Score -485734.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -485736.062500 Penalty: 4116.322266
	Iteration 31Q: 3 clusters Score -485736.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -485736.187500 Penalty: 4116.322266
	Iteration 32Q: 3 clusters Score -485736.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -485736.250000 Penalty: 4116.322266
	Iteration 33Q: 3 clusters Score -485736.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -485736.656250 Penalty: 4116.322266
	Iteration 34Q: 3 clusters Score -485736.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -485737.437500 Penalty: 4116.322266
	Iteration 35Q: 3 clusters Score -485737.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -485737.437500 Penalty: 4116.322266
	Iteration 36F: 3 clusters Score -485737.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -118333.671875 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -118333.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -116355.203125 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -116355.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -116657.695312 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -116657.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -116754.031250 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -116754 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -116858.218750 Penalty: 3440.907715
	Iteration 3Q: 3 clusters Score -116858.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -116998.187500 Penalty: 3440.907715
	Iteration 4Q: 3 clusters Score -116998.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -117172.062500 Penalty: 3440.907715
	Iteration 5Q: 3 clusters Score -117172.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -117362.476562 Penalty: 3440.907715
	Iteration 6Q: 3 clusters Score -117362.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -117500.828125 Penalty: 3440.907715
	Iteration 7Q: 3 clusters Score -117500.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -117587.500000 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -117587.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -117626.046875 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -117626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -117663.640625 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -117663.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -117696.640625 Penalty: 3440.907715
	Iteration 11Q: 3 clusters Score -117696.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -117715.828125 Penalty: 3440.907715
	Iteration 12Q: 3 clusters Score -117715.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -117731.421875 Penalty: 3440.907715
	Iteration 13Q: 3 clusters Score -117731.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -117732.187500 Penalty: 3440.907715
	Iteration 14Q: 3 clusters Score -117732.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -117732.187500 Penalty: 3440.907715
	Iteration 15F: 3 clusters Score -117732.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17651 members 
Mstep: Class 4 contains 9851 members 
Mstep: Class 5 contains 20213 members 
Mstep: Class 6 contains 180488 members 
Mstep: Class 7 contains 14420 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43170 members 
Mstep: Class 10 contains 9697 members 
Mstep: Class 11 contains 19448 members 
Mstep: Class 12 contains 84452 members 
Mstep: Class 13 contains 9173 members 
Mstep: Class 14 contains 43019 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 237263 members 
Mstep: Class 17 contains 236719 members 
Mstep: Class 18 contains 16249 members 
Mstep: Class 19 contains 9907 members 
Mstep: Class 20 contains 216435 members 
Mstep: Class 21 contains 2798 members 
Mstep: Class 22 contains 3736 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2342 members 
Mstep: Class 25 contains 10873 members 
Mstep: Class 26 contains 20231 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600048.000000 Penalty: 97617.203125
Iteration 399Q: 29 clusters Score -1.546e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53247 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17649 members 
Mstep: Class 4 contains 9852 members 
Mstep: Class 5 contains 20202 members 
Mstep: Class 6 contains 180478 members 
Mstep: Class 7 contains 14416 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43173 members 
Mstep: Class 10 contains 9699 members 
Mstep: Class 11 contains 19448 members 
Mstep: Class 12 contains 84447 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 42978 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 237303 members 
Mstep: Class 17 contains 236854 members 
Mstep: Class 18 contains 16248 members 
Mstep: Class 19 contains 9905 members 
Mstep: Class 20 contains 216348 members 
Mstep: Class 21 contains 2798 members 
Mstep: Class 22 contains 3736 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2342 members 
Mstep: Class 25 contains 10875 members 
Mstep: Class 26 contains 20232 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600048.000000 Penalty: 97617.203125
Iteration 400F: 29 clusters Score -1.546e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53234 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17652 members 
Mstep: Class 4 contains 9852 members 
Mstep: Class 5 contains 20195 members 
Mstep: Class 6 contains 180484 members 
Mstep: Class 7 contains 14404 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43175 members 
Mstep: Class 10 contains 9699 members 
Mstep: Class 11 contains 19449 members 
Mstep: Class 12 contains 84439 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 42944 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 237347 members 
Mstep: Class 17 contains 236974 members 
Mstep: Class 18 contains 16249 members 
Mstep: Class 19 contains 9901 members 
Mstep: Class 20 contains 216249 members 
Mstep: Class 21 contains 2798 members 
Mstep: Class 22 contains 3736 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2342 members 
Mstep: Class 25 contains 10874 members 
Mstep: Class 26 contains 20233 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600080.000000 Penalty: 97617.203125
Iteration 401Q: 29 clusters Score -1.546001e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17651 members 
Mstep: Class 4 contains 9850 members 
Mstep: Class 5 contains 20189 members 
Mstep: Class 6 contains 180498 members 
Mstep: Class 7 contains 14394 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43180 members 
Mstep: Class 10 contains 9700 members 
Mstep: Class 11 contains 19453 members 
Mstep: Class 12 contains 84430 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 42907 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237384 members 
Mstep: Class 17 contains 237086 members 
Mstep: Class 18 contains 16248 members 
Mstep: Class 19 contains 9898 members 
Mstep: Class 20 contains 216154 members 
Mstep: Class 21 contains 2798 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2342 members 
Mstep: Class 25 contains 10876 members 
Mstep: Class 26 contains 20233 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600208.000000 Penalty: 97617.203125
Iteration 402Q: 29 clusters Score -1.546002e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17656 members 
Mstep: Class 4 contains 9847 members 
Mstep: Class 5 contains 20178 members 
Mstep: Class 6 contains 180506 members 
Mstep: Class 7 contains 14389 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43175 members 
Mstep: Class 10 contains 9701 members 
Mstep: Class 11 contains 19453 members 
Mstep: Class 12 contains 84414 members 
Mstep: Class 13 contains 9176 members 
Mstep: Class 14 contains 42877 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237446 members 
Mstep: Class 17 contains 237220 members 
Mstep: Class 18 contains 16247 members 
Mstep: Class 19 contains 9900 members 
Mstep: Class 20 contains 216017 members 
Mstep: Class 21 contains 2798 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 10875 members 
Mstep: Class 26 contains 20235 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600288.000000 Penalty: 97617.203125
Iteration 403Q: 29 clusters Score -1.546003e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17658 members 
Mstep: Class 4 contains 9843 members 
Mstep: Class 5 contains 20165 members 
Mstep: Class 6 contains 180520 members 
Mstep: Class 7 contains 14377 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43176 members 
Mstep: Class 10 contains 9701 members 
Mstep: Class 11 contains 19454 members 
Mstep: Class 12 contains 84399 members 
Mstep: Class 13 contains 9176 members 
Mstep: Class 14 contains 42838 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237552 members 
Mstep: Class 17 contains 237306 members 
Mstep: Class 18 contains 16246 members 
Mstep: Class 19 contains 9904 members 
Mstep: Class 20 contains 215894 members 
Mstep: Class 21 contains 2799 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 10875 members 
Mstep: Class 26 contains 20235 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600560.000000 Penalty: 97617.203125
Iteration 404Q: 29 clusters Score -1.546006e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53207 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17664 members 
Mstep: Class 4 contains 9839 members 
Mstep: Class 5 contains 20145 members 
Mstep: Class 6 contains 180553 members 
Mstep: Class 7 contains 14370 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43177 members 
Mstep: Class 10 contains 9703 members 
Mstep: Class 11 contains 19453 members 
Mstep: Class 12 contains 84377 members 
Mstep: Class 13 contains 9176 members 
Mstep: Class 14 contains 42792 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237637 members 
Mstep: Class 17 contains 237417 members 
Mstep: Class 18 contains 16246 members 
Mstep: Class 19 contains 9911 members 
Mstep: Class 20 contains 215755 members 
Mstep: Class 21 contains 2799 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 10873 members 
Mstep: Class 26 contains 20235 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600496.000000 Penalty: 97617.203125
Iteration 405Q: 29 clusters Score -1.546005e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17665 members 
Mstep: Class 4 contains 9837 members 
Mstep: Class 5 contains 20132 members 
Mstep: Class 6 contains 180581 members 
Mstep: Class 7 contains 14358 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43182 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19453 members 
Mstep: Class 12 contains 84362 members 
Mstep: Class 13 contains 9176 members 
Mstep: Class 14 contains 42768 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237692 members 
Mstep: Class 17 contains 237496 members 
Mstep: Class 18 contains 16250 members 
Mstep: Class 19 contains 9907 members 
Mstep: Class 20 contains 215647 members 
Mstep: Class 21 contains 2800 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 10881 members 
Mstep: Class 26 contains 20235 members 
Mstep: Class 27 contains 4018 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600240.000000 Penalty: 97617.203125
Iteration 406Q: 29 clusters Score -1.546002e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17664 members 
Mstep: Class 4 contains 9842 members 
Mstep: Class 5 contains 20119 members 
Mstep: Class 6 contains 180594 members 
Mstep: Class 7 contains 14351 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43185 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19457 members 
Mstep: Class 12 contains 84351 members 
Mstep: Class 13 contains 9176 members 
Mstep: Class 14 contains 42734 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237734 members 
Mstep: Class 17 contains 237578 members 
Mstep: Class 18 contains 16255 members 
Mstep: Class 19 contains 9910 members 
Mstep: Class 20 contains 215555 members 
Mstep: Class 21 contains 2800 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 10881 members 
Mstep: Class 26 contains 20235 members 
Mstep: Class 27 contains 4017 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600320.000000 Penalty: 97617.203125
Iteration 407Q: 29 clusters Score -1.546003e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17666 members 
Mstep: Class 4 contains 9844 members 
Mstep: Class 5 contains 20107 members 
Mstep: Class 6 contains 180604 members 
Mstep: Class 7 contains 14344 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43187 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19461 members 
Mstep: Class 12 contains 84337 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 42714 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237802 members 
Mstep: Class 17 contains 237647 members 
Mstep: Class 18 contains 16260 members 
Mstep: Class 19 contains 9911 members 
Mstep: Class 20 contains 215453 members 
Mstep: Class 21 contains 2800 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 10885 members 
Mstep: Class 26 contains 20237 members 
Mstep: Class 27 contains 4017 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600384.000000 Penalty: 97617.203125
Iteration 408Q: 29 clusters Score -1.546004e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17665 members 
Mstep: Class 4 contains 9847 members 
Mstep: Class 5 contains 20092 members 
Mstep: Class 6 contains 180615 members 
Mstep: Class 7 contains 14334 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43190 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19460 members 
Mstep: Class 12 contains 84317 members 
Mstep: Class 13 contains 9176 members 
Mstep: Class 14 contains 42699 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237844 members 
Mstep: Class 17 contains 237729 members 
Mstep: Class 18 contains 16265 members 
Mstep: Class 19 contains 9908 members 
Mstep: Class 20 contains 215375 members 
Mstep: Class 21 contains 2801 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 10884 members 
Mstep: Class 26 contains 20240 members 
Mstep: Class 27 contains 4018 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600288.000000 Penalty: 97617.203125
Iteration 409Q: 29 clusters Score -1.546003e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17668 members 
Mstep: Class 4 contains 9851 members 
Mstep: Class 5 contains 20088 members 
Mstep: Class 6 contains 180631 members 
Mstep: Class 7 contains 14325 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43191 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 19461 members 
Mstep: Class 12 contains 84306 members 
Mstep: Class 13 contains 9176 members 
Mstep: Class 14 contains 42682 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237887 members 
Mstep: Class 17 contains 237805 members 
Mstep: Class 18 contains 16265 members 
Mstep: Class 19 contains 9908 members 
Mstep: Class 20 contains 215287 members 
Mstep: Class 21 contains 2802 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 10885 members 
Mstep: Class 26 contains 20239 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600336.000000 Penalty: 97617.203125
Iteration 410Q: 29 clusters Score -1.546003e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17672 members 
Mstep: Class 4 contains 9851 members 
Mstep: Class 5 contains 20085 members 
Mstep: Class 6 contains 180618 members 
Mstep: Class 7 contains 14318 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43189 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19465 members 
Mstep: Class 12 contains 84291 members 
Mstep: Class 13 contains 9176 members 
Mstep: Class 14 contains 42669 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237953 members 
Mstep: Class 17 contains 237908 members 
Mstep: Class 18 contains 16266 members 
Mstep: Class 19 contains 9909 members 
Mstep: Class 20 contains 215183 members 
Mstep: Class 21 contains 2802 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 10883 members 
Mstep: Class 26 contains 20236 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600176.000000 Penalty: 97617.203125
Iteration 411Q: 29 clusters Score -1.546002e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17674 members 
Mstep: Class 4 contains 9852 members 
Mstep: Class 5 contains 20077 members 
Mstep: Class 6 contains 180620 members 
Mstep: Class 7 contains 14315 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43191 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19465 members 
Mstep: Class 12 contains 84287 members 
Mstep: Class 13 contains 9176 members 
Mstep: Class 14 contains 42653 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238004 members 
Mstep: Class 17 contains 238006 members 
Mstep: Class 18 contains 16266 members 
Mstep: Class 19 contains 9911 members 
Mstep: Class 20 contains 215072 members 
Mstep: Class 21 contains 2802 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 10889 members 
Mstep: Class 26 contains 20235 members 
Mstep: Class 27 contains 4018 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600112.000000 Penalty: 97617.203125
Iteration 412Q: 29 clusters Score -1.546001e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17675 members 
Mstep: Class 4 contains 9850 members 
Mstep: Class 5 contains 20064 members 
Mstep: Class 6 contains 180620 members 
Mstep: Class 7 contains 14314 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43194 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19467 members 
Mstep: Class 12 contains 84274 members 
Mstep: Class 13 contains 9176 members 
Mstep: Class 14 contains 42630 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238056 members 
Mstep: Class 17 contains 238087 members 
Mstep: Class 18 contains 16266 members 
Mstep: Class 19 contains 9905 members 
Mstep: Class 20 contains 214995 members 
Mstep: Class 21 contains 2801 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 10888 members 
Mstep: Class 26 contains 20232 members 
Mstep: Class 27 contains 4018 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599952.000000 Penalty: 97617.203125
Iteration 413Q: 29 clusters Score -1.546e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53141 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17679 members 
Mstep: Class 4 contains 9855 members 
Mstep: Class 5 contains 20049 members 
Mstep: Class 6 contains 180631 members 
Mstep: Class 7 contains 14303 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43189 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19468 members 
Mstep: Class 12 contains 84246 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 42600 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238085 members 
Mstep: Class 17 contains 238208 members 
Mstep: Class 18 contains 16264 members 
Mstep: Class 19 contains 9893 members 
Mstep: Class 20 contains 214914 members 
Mstep: Class 21 contains 2801 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2347 members 
Mstep: Class 25 contains 10888 members 
Mstep: Class 26 contains 20234 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600256.000000 Penalty: 97617.203125
Iteration 414Q: 29 clusters Score -1.546003e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17681 members 
Mstep: Class 4 contains 9854 members 
Mstep: Class 5 contains 20030 members 
Mstep: Class 6 contains 180631 members 
Mstep: Class 7 contains 14300 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43194 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19469 members 
Mstep: Class 12 contains 84227 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 42598 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238101 members 
Mstep: Class 17 contains 238333 members 
Mstep: Class 18 contains 16263 members 
Mstep: Class 19 contains 9887 members 
Mstep: Class 20 contains 214808 members 
Mstep: Class 21 contains 2801 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 10890 members 
Mstep: Class 26 contains 20234 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600496.000000 Penalty: 97617.203125
Iteration 415Q: 29 clusters Score -1.546005e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17682 members 
Mstep: Class 4 contains 9858 members 
Mstep: Class 5 contains 20024 members 
Mstep: Class 6 contains 180658 members 
Mstep: Class 7 contains 14293 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43197 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19469 members 
Mstep: Class 12 contains 84207 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 42573 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238127 members 
Mstep: Class 17 contains 238437 members 
Mstep: Class 18 contains 16265 members 
Mstep: Class 19 contains 9882 members 
Mstep: Class 20 contains 214693 members 
Mstep: Class 21 contains 2800 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2348 members 
Mstep: Class 25 contains 10894 members 
Mstep: Class 26 contains 20234 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600480.000000 Penalty: 97617.203125
Iteration 416Q: 29 clusters Score -1.546005e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53159 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17683 members 
Mstep: Class 4 contains 9863 members 
Mstep: Class 5 contains 20013 members 
Mstep: Class 6 contains 180636 members 
Mstep: Class 7 contains 14284 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43197 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19471 members 
Mstep: Class 12 contains 84190 members 
Mstep: Class 13 contains 9173 members 
Mstep: Class 14 contains 42560 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238150 members 
Mstep: Class 17 contains 238568 members 
Mstep: Class 18 contains 16266 members 
Mstep: Class 19 contains 9882 members 
Mstep: Class 20 contains 214595 members 
Mstep: Class 21 contains 2800 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 10896 members 
Mstep: Class 26 contains 20235 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600416.000000 Penalty: 97617.203125
Iteration 417Q: 29 clusters Score -1.546004e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17684 members 
Mstep: Class 4 contains 9863 members 
Mstep: Class 5 contains 20004 members 
Mstep: Class 6 contains 180621 members 
Mstep: Class 7 contains 14276 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43194 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19471 members 
Mstep: Class 12 contains 84187 members 
Mstep: Class 13 contains 9173 members 
Mstep: Class 14 contains 42545 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238158 members 
Mstep: Class 17 contains 238681 members 
Mstep: Class 18 contains 16265 members 
Mstep: Class 19 contains 9878 members 
Mstep: Class 20 contains 214503 members 
Mstep: Class 21 contains 2801 members 
Mstep: Class 22 contains 3727 members 
Mstep: Class 23 contains 2117 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 10901 members 
Mstep: Class 26 contains 20236 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600464.000000 Penalty: 97617.203125
Iteration 418Q: 29 clusters Score -1.546005e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17684 members 
Mstep: Class 4 contains 9867 members 
Mstep: Class 5 contains 19994 members 
Mstep: Class 6 contains 180587 members 
Mstep: Class 7 contains 14267 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43191 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19472 members 
Mstep: Class 12 contains 84178 members 
Mstep: Class 13 contains 9171 members 
Mstep: Class 14 contains 42527 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238186 members 
Mstep: Class 17 contains 238817 members 
Mstep: Class 18 contains 16264 members 
Mstep: Class 19 contains 9872 members 
Mstep: Class 20 contains 214409 members 
Mstep: Class 21 contains 2801 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 10908 members 
Mstep: Class 26 contains 20237 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600496.000000 Penalty: 97617.203125
Iteration 419Q: 29 clusters Score -1.546005e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17686 members 
Mstep: Class 4 contains 9871 members 
Mstep: Class 5 contains 19988 members 
Mstep: Class 6 contains 180559 members 
Mstep: Class 7 contains 14264 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43193 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19470 members 
Mstep: Class 12 contains 84169 members 
Mstep: Class 13 contains 9170 members 
Mstep: Class 14 contains 42491 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238228 members 
Mstep: Class 17 contains 238940 members 
Mstep: Class 18 contains 16264 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 214309 members 
Mstep: Class 21 contains 2800 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 10911 members 
Mstep: Class 26 contains 20237 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600400.000000 Penalty: 97617.203125
Iteration 420F: 29 clusters Score -1.546004e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17687 members 
Mstep: Class 4 contains 9870 members 
Mstep: Class 5 contains 19983 members 
Mstep: Class 6 contains 180511 members 
Mstep: Class 7 contains 14264 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43197 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19472 members 
Mstep: Class 12 contains 84159 members 
Mstep: Class 13 contains 9170 members 
Mstep: Class 14 contains 42457 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238251 members 
Mstep: Class 17 contains 239083 members 
Mstep: Class 18 contains 16265 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 214226 members 
Mstep: Class 21 contains 2798 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 10914 members 
Mstep: Class 26 contains 20236 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600352.000000 Penalty: 97617.203125
Iteration 421Q: 29 clusters Score -1.546004e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17686 members 
Mstep: Class 4 contains 9867 members 
Mstep: Class 5 contains 19984 members 
Mstep: Class 6 contains 180461 members 
Mstep: Class 7 contains 14257 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43201 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19473 members 
Mstep: Class 12 contains 84146 members 
Mstep: Class 13 contains 9170 members 
Mstep: Class 14 contains 42422 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238313 members 
Mstep: Class 17 contains 239184 members 
Mstep: Class 18 contains 16264 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 214153 members 
Mstep: Class 21 contains 2800 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 10914 members 
Mstep: Class 26 contains 20235 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600176.000000 Penalty: 97617.203125
Iteration 422Q: 29 clusters Score -1.546002e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17685 members 
Mstep: Class 4 contains 9868 members 
Mstep: Class 5 contains 19983 members 
Mstep: Class 6 contains 180413 members 
Mstep: Class 7 contains 14251 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43200 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19472 members 
Mstep: Class 12 contains 84131 members 
Mstep: Class 13 contains 9170 members 
Mstep: Class 14 contains 42398 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238369 members 
Mstep: Class 17 contains 239255 members 
Mstep: Class 18 contains 16267 members 
Mstep: Class 19 contains 9860 members 
Mstep: Class 20 contains 214105 members 
Mstep: Class 21 contains 2801 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2349 members 
Mstep: Class 25 contains 10915 members 
Mstep: Class 26 contains 20234 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600080.000000 Penalty: 97617.203125
Iteration 423Q: 29 clusters Score -1.546001e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17686 members 
Mstep: Class 4 contains 9864 members 
Mstep: Class 5 contains 19982 members 
Mstep: Class 6 contains 180339 members 
Mstep: Class 7 contains 14245 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43204 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19473 members 
Mstep: Class 12 contains 84121 members 
Mstep: Class 13 contains 9170 members 
Mstep: Class 14 contains 42373 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238409 members 
Mstep: Class 17 contains 239356 members 
Mstep: Class 18 contains 16266 members 
Mstep: Class 19 contains 9854 members 
Mstep: Class 20 contains 214069 members 
Mstep: Class 21 contains 2801 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2348 members 
Mstep: Class 25 contains 10916 members 
Mstep: Class 26 contains 20236 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154599840.000000 Penalty: 97617.203125
Iteration 424Q: 29 clusters Score -1.545998e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17688 members 
Mstep: Class 4 contains 9865 members 
Mstep: Class 5 contains 19987 members 
Mstep: Class 6 contains 180296 members 
Mstep: Class 7 contains 14244 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43206 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19473 members 
Mstep: Class 12 contains 84112 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 14 contains 42353 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238451 members 
Mstep: Class 17 contains 239419 members 
Mstep: Class 18 contains 16264 members 
Mstep: Class 19 contains 9847 members 
Mstep: Class 20 contains 214015 members 
Mstep: Class 21 contains 2801 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2348 members 
Mstep: Class 25 contains 10919 members 
Mstep: Class 26 contains 20235 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600016.000000 Penalty: 97617.203125
Iteration 425Q: 29 clusters Score -1.546e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53301 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17687 members 
Mstep: Class 4 contains 9867 members 
Mstep: Class 5 contains 19991 members 
Mstep: Class 6 contains 180251 members 
Mstep: Class 7 contains 14243 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43208 members 
Mstep: Class 10 contains 9706 members 
Mstep: Class 11 contains 19475 members 
Mstep: Class 12 contains 84103 members 
Mstep: Class 13 contains 9168 members 
Mstep: Class 14 contains 42333 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238490 members 
Mstep: Class 17 contains 239472 members 
Mstep: Class 18 contains 16264 members 
Mstep: Class 19 contains 9848 members 
Mstep: Class 20 contains 213966 members 
Mstep: Class 21 contains 2799 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2348 members 
Mstep: Class 25 contains 10923 members 
Mstep: Class 26 contains 20235 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600000.000000 Penalty: 97617.203125
Iteration 426Q: 29 clusters Score -1.546e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17687 members 
Mstep: Class 4 contains 9868 members 
Mstep: Class 5 contains 19986 members 
Mstep: Class 6 contains 180213 members 
Mstep: Class 7 contains 14241 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43203 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 19477 members 
Mstep: Class 12 contains 84100 members 
Mstep: Class 13 contains 9167 members 
Mstep: Class 14 contains 42297 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238536 members 
Mstep: Class 17 contains 239529 members 
Mstep: Class 18 contains 16266 members 
Mstep: Class 19 contains 9841 members 
Mstep: Class 20 contains 213924 members 
Mstep: Class 21 contains 2799 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2350 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 20233 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600064.000000 Penalty: 97617.203125
Iteration 427Q: 29 clusters Score -1.546001e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17691 members 
Mstep: Class 4 contains 9869 members 
Mstep: Class 5 contains 19977 members 
Mstep: Class 6 contains 180175 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43195 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 19478 members 
Mstep: Class 12 contains 84088 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 14 contains 42278 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238562 members 
Mstep: Class 17 contains 239556 members 
Mstep: Class 18 contains 16266 members 
Mstep: Class 19 contains 9839 members 
Mstep: Class 20 contains 213934 members 
Mstep: Class 21 contains 2799 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2350 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 20232 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600464.000000 Penalty: 97617.203125
Iteration 428Q: 29 clusters Score -1.546005e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17693 members 
Mstep: Class 4 contains 9870 members 
Mstep: Class 5 contains 19975 members 
Mstep: Class 6 contains 180149 members 
Mstep: Class 7 contains 14238 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43189 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 19480 members 
Mstep: Class 12 contains 84084 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 14 contains 42265 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238543 members 
Mstep: Class 17 contains 239632 members 
Mstep: Class 18 contains 16265 members 
Mstep: Class 19 contains 9837 members 
Mstep: Class 20 contains 213918 members 
Mstep: Class 21 contains 2799 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 20233 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600032.000000 Penalty: 97617.203125
Iteration 429Q: 29 clusters Score -1.546e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17696 members 
Mstep: Class 4 contains 9871 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 180108 members 
Mstep: Class 7 contains 14237 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43182 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 19483 members 
Mstep: Class 12 contains 84085 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 14 contains 42251 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238512 members 
Mstep: Class 17 contains 239682 members 
Mstep: Class 18 contains 16265 members 
Mstep: Class 19 contains 9835 members 
Mstep: Class 20 contains 213941 members 
Mstep: Class 21 contains 2798 members 
Mstep: Class 22 contains 3725 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 20233 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600064.000000 Penalty: 97617.203125
Iteration 430Q: 29 clusters Score -1.546001e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17697 members 
Mstep: Class 4 contains 9872 members 
Mstep: Class 5 contains 19974 members 
Mstep: Class 6 contains 180053 members 
Mstep: Class 7 contains 14233 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43176 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 19484 members 
Mstep: Class 12 contains 84074 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 14 contains 42236 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238507 members 
Mstep: Class 17 contains 239763 members 
Mstep: Class 18 contains 16266 members 
Mstep: Class 19 contains 9833 members 
Mstep: Class 20 contains 213938 members 
Mstep: Class 21 contains 2798 members 
Mstep: Class 22 contains 3725 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 20232 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600224.000000 Penalty: 97617.203125
Iteration 431Q: 29 clusters Score -1.546002e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17700 members 
Mstep: Class 4 contains 9872 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 179990 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43174 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 19485 members 
Mstep: Class 12 contains 84067 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 14 contains 42224 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238460 members 
Mstep: Class 17 contains 239870 members 
Mstep: Class 18 contains 16267 members 
Mstep: Class 19 contains 9831 members 
Mstep: Class 20 contains 213937 members 
Mstep: Class 21 contains 2798 members 
Mstep: Class 22 contains 3727 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 20234 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600224.000000 Penalty: 97617.203125
Iteration 432Q: 29 clusters Score -1.546002e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53425 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17702 members 
Mstep: Class 4 contains 9869 members 
Mstep: Class 5 contains 19967 members 
Mstep: Class 6 contains 179928 members 
Mstep: Class 7 contains 14231 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43167 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 19486 members 
Mstep: Class 12 contains 84056 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 14 contains 42227 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238453 members 
Mstep: Class 17 contains 239937 members 
Mstep: Class 18 contains 16268 members 
Mstep: Class 19 contains 9826 members 
Mstep: Class 20 contains 213942 members 
Mstep: Class 21 contains 2799 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2353 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 20234 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600272.000000 Penalty: 97617.203125
Iteration 433Q: 29 clusters Score -1.546003e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53450 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17702 members 
Mstep: Class 4 contains 9869 members 
Mstep: Class 5 contains 19963 members 
Mstep: Class 6 contains 179899 members 
Mstep: Class 7 contains 14227 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43166 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 19486 members 
Mstep: Class 12 contains 84039 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 14 contains 42216 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238404 members 
Mstep: Class 17 contains 240015 members 
Mstep: Class 18 contains 16271 members 
Mstep: Class 19 contains 9817 members 
Mstep: Class 20 contains 213956 members 
Mstep: Class 21 contains 2800 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 10941 members 
Mstep: Class 26 contains 20233 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600512.000000 Penalty: 97617.203125
Iteration 434Q: 29 clusters Score -1.546005e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17702 members 
Mstep: Class 4 contains 9870 members 
Mstep: Class 5 contains 19962 members 
Mstep: Class 6 contains 179863 members 
Mstep: Class 7 contains 14215 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43172 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 19486 members 
Mstep: Class 12 contains 84029 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 14 contains 42215 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238395 members 
Mstep: Class 17 contains 240046 members 
Mstep: Class 18 contains 16270 members 
Mstep: Class 19 contains 9812 members 
Mstep: Class 20 contains 213964 members 
Mstep: Class 21 contains 2799 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2353 members 
Mstep: Class 25 contains 10942 members 
Mstep: Class 26 contains 20233 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600544.000000 Penalty: 97617.203125
Iteration 435Q: 29 clusters Score -1.546005e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53487 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17704 members 
Mstep: Class 4 contains 9872 members 
Mstep: Class 5 contains 19950 members 
Mstep: Class 6 contains 179817 members 
Mstep: Class 7 contains 14205 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43172 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 19485 members 
Mstep: Class 12 contains 84020 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 14 contains 42209 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238349 members 
Mstep: Class 17 contains 240150 members 
Mstep: Class 18 contains 16268 members 
Mstep: Class 19 contains 9807 members 
Mstep: Class 20 contains 213982 members 
Mstep: Class 21 contains 2802 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 10946 members 
Mstep: Class 26 contains 20227 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600416.000000 Penalty: 97617.203125
Iteration 436Q: 29 clusters Score -1.546004e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17704 members 
Mstep: Class 4 contains 9873 members 
Mstep: Class 5 contains 19941 members 
Mstep: Class 6 contains 179760 members 
Mstep: Class 7 contains 14198 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43170 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19485 members 
Mstep: Class 12 contains 84025 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 14 contains 42212 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238297 members 
Mstep: Class 17 contains 240240 members 
Mstep: Class 18 contains 16266 members 
Mstep: Class 19 contains 9800 members 
Mstep: Class 20 contains 213988 members 
Mstep: Class 21 contains 2803 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2355 members 
Mstep: Class 25 contains 10951 members 
Mstep: Class 26 contains 20228 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600544.000000 Penalty: 97617.203125
Iteration 437Q: 29 clusters Score -1.546005e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17704 members 
Mstep: Class 4 contains 9872 members 
Mstep: Class 5 contains 19939 members 
Mstep: Class 6 contains 179693 members 
Mstep: Class 7 contains 14193 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43166 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19486 members 
Mstep: Class 12 contains 84006 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 14 contains 42217 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238268 members 
Mstep: Class 17 contains 240339 members 
Mstep: Class 18 contains 16260 members 
Mstep: Class 19 contains 9788 members 
Mstep: Class 20 contains 214008 members 
Mstep: Class 21 contains 2804 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2355 members 
Mstep: Class 25 contains 10957 members 
Mstep: Class 26 contains 20227 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600624.000000 Penalty: 97617.203125
Iteration 438Q: 29 clusters Score -1.546006e+08 nChanged 783
Entering ConstructFrom: 
Score: -154600624.000000 Penalty: 97617.203125
Entering ConstructFrom: 
Trying to split cluster 1 (53529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Entering Unmasked Estep 
Score: -6726966.000000 Penalty: 2700.218750
	Iteration 0F: 2 clusters Score -6726966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -6690764.000000 Penalty: 5400.437500
	Iteration 0F: 3 clusters Score -6690764 nChanged 24975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -6704724.500000 Penalty: 5400.437500
	Iteration 1F: 3 clusters Score -6704724 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -6705320.500000 Penalty: 5400.437500
	Iteration 2Q: 3 clusters Score -6705320 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -6705895.500000 Penalty: 5400.437500
	Iteration 3Q: 3 clusters Score -6705896 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -6706495.500000 Penalty: 5400.437500
	Iteration 4Q: 3 clusters Score -6706496 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -6707155.500000 Penalty: 5400.437500
	Iteration 5Q: 3 clusters Score -6707156 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -6707938.000000 Penalty: 5400.437500
	Iteration 6Q: 3 clusters Score -6707938 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -6709001.500000 Penalty: 5400.437500
	Iteration 7Q: 3 clusters Score -6709002 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -6710478.500000 Penalty: 5400.437500
	Iteration 8Q: 3 clusters Score -6710478 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -6712191.500000 Penalty: 5400.437500
	Iteration 9Q: 3 clusters Score -6712192 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -6714084.500000 Penalty: 5400.437500
	Iteration 10F: 3 clusters Score -6714084 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -6715824.000000 Penalty: 5400.437500
	Iteration 11F: 3 clusters Score -6715824 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -6717235.000000 Penalty: 5400.437500
	Iteration 12Q: 3 clusters Score -6717235 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -6718034.000000 Penalty: 5400.437500
	Iteration 13Q: 3 clusters Score -6718034 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -6718505.500000 Penalty: 5400.437500
	Iteration 14Q: 3 clusters Score -6718506 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -6718804.000000 Penalty: 5400.437500
	Iteration 15Q: 3 clusters Score -6718804 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -6718964.500000 Penalty: 5400.437500
	Iteration 16Q: 3 clusters Score -6718964 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -6719094.000000 Penalty: 5400.437500
	Iteration 17Q: 3 clusters Score -6719094 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -6719184.000000 Penalty: 5400.437500
	Iteration 18Q: 3 clusters Score -6719184 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -6719249.500000 Penalty: 5400.437500
	Iteration 19Q: 3 clusters Score -6719250 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -6719323.000000 Penalty: 5400.437500
	Iteration 20F: 3 clusters Score -6719323 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -6719352.500000 Penalty: 5400.437500
	Iteration 21Q: 3 clusters Score -6719352 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -6719396.500000 Penalty: 5400.437500
	Iteration 22Q: 3 clusters Score -6719396 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -6719444.000000 Penalty: 5400.437500
	Iteration 23Q: 3 clusters Score -6719444 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -6719480.500000 Penalty: 5400.437500
	Iteration 24Q: 3 clusters Score -6719480 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -6719534.000000 Penalty: 5400.437500
	Iteration 25Q: 3 clusters Score -6719534 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -6719576.500000 Penalty: 5400.437500
	Iteration 26Q: 3 clusters Score -6719576 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -6719589.000000 Penalty: 5400.437500
	Iteration 27Q: 3 clusters Score -6719589 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -6719612.000000 Penalty: 5400.437500
	Iteration 28Q: 3 clusters Score -6719612 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -6719653.000000 Penalty: 5400.437500
	Iteration 29Q: 3 clusters Score -6719653 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -6719671.000000 Penalty: 5400.437500
	Iteration 30Q: 3 clusters Score -6719671 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -6719668.500000 Penalty: 5400.437500
	Iteration 31Q: 3 clusters Score -6719668 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -6719678.500000 Penalty: 5400.437500
	Iteration 32Q: 3 clusters Score -6719678 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -6719674.500000 Penalty: 5400.437500
	Iteration 33Q: 3 clusters Score -6719674 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -6719709.500000 Penalty: 5400.437500
	Iteration 34Q: 3 clusters Score -6719710 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6719746 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6719760 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6719806 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6719814 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6719802 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6719808 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6719826 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6719826 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6719862 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6719885 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6719892 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6719900 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6719906 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6719931 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6719905 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -6719893.500000 Penalty: 5400.437500
	Iteration 50Q: 3 clusters Score -6719894 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6719912 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6719920 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6719924 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6719950 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6719960 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6719950 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6719965 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6719960 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6719978 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6719983 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6719998 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6720010 nChanged 109
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Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -6720016.000000 Penalty: 5400.437500
	Iteration 63Q: 3 clusters Score -6720016 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -6720020.000000 Penalty: 5400.437500
	Iteration 64Q: 3 clusters Score -6720020 nChanged 111
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Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6720058 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6720062 nChanged 143
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Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6720086 nChanged 136
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Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -6720103.500000 Penalty: 5400.437500
	Iteration 68Q: 3 clusters Score -6720104 nChanged 153
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Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6720111 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -6720126.500000 Penalty: 5400.437500
	Iteration 70Q: 3 clusters Score -6720126 nChanged 176
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Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6720118 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -6720151.000000 Penalty: 5400.437500
	Iteration 72Q: 3 clusters Score -6720151 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6720165 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6720177 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6720187 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6720222 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6720250 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6720276 nChanged 260
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Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6720312 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -6720340.000000 Penalty: 5400.437500
	Iteration 80F: 3 clusters Score -6720340 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6720358 nChanged 304
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -6720409.000000 Penalty: 5400.437500
	Iteration 82Q: 3 clusters Score -6720409 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6720473 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6720536 nChanged 339
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6720584 nChanged 376
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Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -6720645.500000 Penalty: 5400.437500
	Iteration 86Q: 3 clusters Score -6720646 nChanged 369
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6720722 nChanged 387
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Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6720795 nChanged 384
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6720880 nChanged 406
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Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -6720959.000000 Penalty: 5400.437500
	Iteration 90Q: 3 clusters Score -6720959 nChanged 411
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6721050 nChanged 478
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6721166 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -6721289.500000 Penalty: 5400.437500
	Iteration 93Q: 3 clusters Score -6721290 nChanged 566
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -6721433.500000 Penalty: 5400.437500
	Iteration 94Q: 3 clusters Score -6721434 nChanged 569
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -6721628.000000 Penalty: 5400.437500
	Iteration 95Q: 3 clusters Score -6721628 nChanged 586
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -6721835.000000 Penalty: 5400.437500
	Iteration 96Q: 3 clusters Score -6721835 nChanged 563
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -6721993.500000 Penalty: 5400.437500
	Iteration 97Q: 3 clusters Score -6721994 nChanged 605
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -6722183.500000 Penalty: 5400.437500
	Iteration 98Q: 3 clusters Score -6722184 nChanged 580
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Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -6722363.000000 Penalty: 5400.437500
	Iteration 99Q: 3 clusters Score -6722363 nChanged 548
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -6722561.000000 Penalty: 5400.437500
	Iteration 100F: 3 clusters Score -6722561 nChanged 522
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6722704 nChanged 505
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6722886 nChanged 506
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Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -6723054.000000 Penalty: 5400.437500
	Iteration 103Q: 3 clusters Score -6723054 nChanged 453
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -6723210.000000 Penalty: 5400.437500
	Iteration 104Q: 3 clusters Score -6723210 nChanged 425
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -6723411.000000 Penalty: 5400.437500
	Iteration 105Q: 3 clusters Score -6723411 nChanged 369
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Mstep: Class 1 contains 50108 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6723568 nChanged 334
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Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6723710 nChanged 305
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Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -6723821.500000 Penalty: 5400.437500
	Iteration 108Q: 3 clusters Score -6723822 nChanged 265
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Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -6723945.500000 Penalty: 5400.437500
	Iteration 109Q: 3 clusters Score -6723946 nChanged 259
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Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -6724063.000000 Penalty: 5400.437500
	Iteration 110Q: 3 clusters Score -6724063 nChanged 241
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Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6724163.500000 Penalty: 5400.437500
	Iteration 111Q: 3 clusters Score -6724164 nChanged 201
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Mstep: Class 1 contains 51647 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6724264.500000 Penalty: 5400.437500
	Iteration 112Q: 3 clusters Score -6724264 nChanged 166
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Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6724351 nChanged 158
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Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6724418 nChanged 113
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Mstep: Class 1 contains 52044 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6724458 nChanged 93
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Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6724501.500000 Penalty: 5400.437500
	Iteration 116Q: 3 clusters Score -6724502 nChanged 79
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Mstep: Class 1 contains 52200 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6724536 nChanged 66
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Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6724572 nChanged 63
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Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6724588 nChanged 47
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Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6724605.000000 Penalty: 5400.437500
	Iteration 120F: 3 clusters Score -6724605 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52396 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6724612.500000 Penalty: 5400.437500
	Iteration 121Q: 3 clusters Score -6724612 nChanged 37
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Mstep: Class 1 contains 52433 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6724613.000000 Penalty: 5400.437500
	Iteration 122Q: 3 clusters Score -6724613 nChanged 26
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Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6724628.000000 Penalty: 5400.437500
	Iteration 123Q: 3 clusters Score -6724628 nChanged 19
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Mstep: Class 1 contains 52476 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6724633.500000 Penalty: 5400.437500
	Iteration 124Q: 3 clusters Score -6724634 nChanged 22
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Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6724641 nChanged 15
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Mstep: Class 1 contains 52513 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6724646 nChanged 12
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Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6724660 nChanged 12
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Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6724666.500000 Penalty: 5400.437500
	Iteration 128Q: 3 clusters Score -6724666 nChanged 8
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Mstep: Class 1 contains 52543 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6724667.000000 Penalty: 5400.437500
	Iteration 129Q: 3 clusters Score -6724667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52553 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6724658.500000 Penalty: 5400.437500
	Iteration 130Q: 3 clusters Score -6724658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6724661.500000 Penalty: 5400.437500
	Iteration 131Q: 3 clusters Score -6724662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6724666.000000 Penalty: 5400.437500
	Iteration 132Q: 3 clusters Score -6724666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6724667.000000 Penalty: 5400.437500
	Iteration 133Q: 3 clusters Score -6724667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6724669.000000 Penalty: 5400.437500
	Iteration 134Q: 3 clusters Score -6724669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6724667.500000 Penalty: 5400.437500
	Iteration 135Q: 3 clusters Score -6724668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6724679.500000 Penalty: 5400.437500
	Iteration 136Q: 3 clusters Score -6724680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6724679.000000 Penalty: 5400.437500
	Iteration 137Q: 3 clusters Score -6724679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6724677.500000 Penalty: 5400.437500
	Iteration 138Q: 3 clusters Score -6724678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6724680.000000 Penalty: 5400.437500
	Iteration 139Q: 3 clusters Score -6724680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6724681.000000 Penalty: 5400.437500
	Iteration 140F: 3 clusters Score -6724681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6724680.000000 Penalty: 5400.437500
	Iteration 141Q: 3 clusters Score -6724680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6724681.500000 Penalty: 5400.437500
	Iteration 142Q: 3 clusters Score -6724682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6724684.500000 Penalty: 5400.437500
	Iteration 143Q: 3 clusters Score -6724684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6724678.500000 Penalty: 5400.437500
	Iteration 144Q: 3 clusters Score -6724678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6724685.000000 Penalty: 5400.437500
	Iteration 145Q: 3 clusters Score -6724685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6724687.000000 Penalty: 5400.437500
	Iteration 146Q: 3 clusters Score -6724687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6724682.500000 Penalty: 5400.437500
	Iteration 147Q: 3 clusters Score -6724682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52610 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6724683.500000 Penalty: 5400.437500
	Iteration 148Q: 3 clusters Score -6724684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52610 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6724683.500000 Penalty: 5400.437500
	Iteration 149F: 3 clusters Score -6724684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -119938.367188 Penalty: 1725.223267
	Iteration 0F: 2 clusters Score -119938.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -117964.507812 Penalty: 3450.446533
	Iteration 0F: 3 clusters Score -117964.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -118272.351562 Penalty: 3450.446533
	Iteration 1F: 3 clusters Score -118272.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -118350.750000 Penalty: 3450.446533
	Iteration 2F: 3 clusters Score -118350.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -118416.523438 Penalty: 3450.446533
	Iteration 3Q: 3 clusters Score -118416.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -118553.906250 Penalty: 3450.446533
	Iteration 4Q: 3 clusters Score -118553.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -118720.718750 Penalty: 3450.446533
	Iteration 5Q: 3 clusters Score -118720.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -119017.312500 Penalty: 3450.446533
	Iteration 6F: 3 clusters Score -119017.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -119312.367188 Penalty: 3450.446533
	Iteration 7F: 3 clusters Score -119312.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -119531.328125 Penalty: 3450.446533
	Iteration 8Q: 3 clusters Score -119531.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -119769.898438 Penalty: 3450.446533
	Iteration 9Q: 3 clusters Score -119769.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -119842.304688 Penalty: 3450.446533
	Iteration 10Q: 3 clusters Score -119842.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -119878.250000 Penalty: 3450.446533
	Iteration 11Q: 3 clusters Score -119878.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -119895.351562 Penalty: 3450.446533
	Iteration 12Q: 3 clusters Score -119895.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -119905.687500 Penalty: 3450.446533
	Iteration 13Q: 3 clusters Score -119905.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -119909.281250 Penalty: 3450.446533
	Iteration 14Q: 3 clusters Score -119909.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -119914.742188 Penalty: 3450.446533
	Iteration 15Q: 3 clusters Score -119914.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -119930.304688 Penalty: 3450.446533
	Iteration 16Q: 3 clusters Score -119930.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -119937.929688 Penalty: 3450.446533
	Iteration 17Q: 3 clusters Score -119937.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -119942.179688 Penalty: 3450.446533
	Iteration 18Q: 3 clusters Score -119942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -119944.640625 Penalty: 3450.446533
	Iteration 19Q: 3 clusters Score -119944.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -119948.960938 Penalty: 3450.446533
	Iteration 20F: 3 clusters Score -119949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -119954.968750 Penalty: 3450.446533
	Iteration 21Q: 3 clusters Score -119955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -119957.640625 Penalty: 3450.446533
	Iteration 22Q: 3 clusters Score -119957.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -119962.320312 Penalty: 3450.446533
	Iteration 23Q: 3 clusters Score -119962.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -119965.421875 Penalty: 3450.446533
	Iteration 24Q: 3 clusters Score -119965.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -119968.070312 Penalty: 3450.446533
	Iteration 25Q: 3 clusters Score -119968.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -119970.281250 Penalty: 3450.446533
	Iteration 26Q: 3 clusters Score -119970.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -119973.570312 Penalty: 3450.446533
	Iteration 27Q: 3 clusters Score -119973.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -119976.851562 Penalty: 3450.446533
	Iteration 28Q: 3 clusters Score -119976.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -119979.992188 Penalty: 3450.446533
	Iteration 29Q: 3 clusters Score -119980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -119982.359375 Penalty: 3450.446533
	Iteration 30Q: 3 clusters Score -119982.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -119984.960938 Penalty: 3450.446533
	Iteration 31Q: 3 clusters Score -119985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -119993.328125 Penalty: 3450.446533
	Iteration 32Q: 3 clusters Score -119993.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -119999.312500 Penalty: 3450.446533
	Iteration 33Q: 3 clusters Score -119999.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -120005.796875 Penalty: 3450.446533
	Iteration 34Q: 3 clusters Score -120005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -120009.640625 Penalty: 3450.446533
	Iteration 35Q: 3 clusters Score -120009.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -120013.078125 Penalty: 3450.446533
	Iteration 36Q: 3 clusters Score -120013.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -120026.031250 Penalty: 3450.446533
	Iteration 37Q: 3 clusters Score -120026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -120036.960938 Penalty: 3450.446533
	Iteration 38Q: 3 clusters Score -120037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -120047.109375 Penalty: 3450.446533
	Iteration 39Q: 3 clusters Score -120047.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -120060.289062 Penalty: 3450.446533
	Iteration 40F: 3 clusters Score -120060.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -120079.117188 Penalty: 3450.446533
	Iteration 41Q: 3 clusters Score -120079.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -120085.992188 Penalty: 3450.446533
	Iteration 42Q: 3 clusters Score -120086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -120087.218750 Penalty: 3450.446533
	Iteration 43Q: 3 clusters Score -120087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -120088.218750 Penalty: 3450.446533
	Iteration 44Q: 3 clusters Score -120088.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -120088.218750 Penalty: 3450.446533
	Iteration 45F: 3 clusters Score -120088.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 438 members 
Mstep: Class 3 contains 17707 members 
Mstep: Class 4 contains 9869 members 
Mstep: Class 5 contains 19946 members 
Mstep: Class 6 contains 179607 members 
Mstep: Class 7 contains 14192 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 43162 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19486 members 
Mstep: Class 12 contains 83993 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 14 contains 42209 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238257 members 
Mstep: Class 17 contains 240454 members 
Mstep: Class 18 contains 16259 members 
Mstep: Class 19 contains 9779 members 
Mstep: Class 20 contains 214023 members 
Mstep: Class 21 contains 2805 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2353 members 
Mstep: Class 25 contains 10956 members 
Mstep: Class 26 contains 20225 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 612 members 
Entering Unmasked Estep 
Score: -154599280.000000 Penalty: 101103.531250
Splitting cluster 2 changes total score from -154600624.000000 to -154599280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (17707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Entering Unmasked Estep 
Score: -2179388.000000 Penalty: 2425.865479
	Iteration 0F: 2 clusters Score -2179388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2166713.000000 Penalty: 4851.730957
	Iteration 0F: 3 clusters Score -2166713 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2170719.250000 Penalty: 4851.730957
	Iteration 1F: 3 clusters Score -2170719 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2171054.500000 Penalty: 4851.730957
	Iteration 2F: 3 clusters Score -2171054 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2171297.000000 Penalty: 4851.730957
	Iteration 3Q: 3 clusters Score -2171297 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2171469.250000 Penalty: 4851.730957
	Iteration 4Q: 3 clusters Score -2171469 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2171637.500000 Penalty: 4851.730957
	Iteration 5Q: 3 clusters Score -2171638 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2171815.000000 Penalty: 4851.730957
	Iteration 6Q: 3 clusters Score -2171815 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2172008.250000 Penalty: 4851.730957
	Iteration 7Q: 3 clusters Score -2172008 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2172226.750000 Penalty: 4851.730957
	Iteration 8Q: 3 clusters Score -2172227 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2172471.750000 Penalty: 4851.730957
	Iteration 9Q: 3 clusters Score -2172472 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2172789.250000 Penalty: 4851.730957
	Iteration 10Q: 3 clusters Score -2172789 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2173212.500000 Penalty: 4851.730957
	Iteration 11Q: 3 clusters Score -2173212 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2173783.250000 Penalty: 4851.730957
	Iteration 12F: 3 clusters Score -2173783 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2174477.250000 Penalty: 4851.730957
	Iteration 13F: 3 clusters Score -2174477 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2175144.000000 Penalty: 4851.730957
	Iteration 14Q: 3 clusters Score -2175144 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2175743.000000 Penalty: 4851.730957
	Iteration 15Q: 3 clusters Score -2175743 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2176208.250000 Penalty: 4851.730957
	Iteration 16Q: 3 clusters Score -2176208 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2176553.250000 Penalty: 4851.730957
	Iteration 17Q: 3 clusters Score -2176553 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2176800.750000 Penalty: 4851.730957
	Iteration 18Q: 3 clusters Score -2176801 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2176961.500000 Penalty: 4851.730957
	Iteration 19Q: 3 clusters Score -2176962 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2177080.500000 Penalty: 4851.730957
	Iteration 20F: 3 clusters Score -2177080 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2177150.000000 Penalty: 4851.730957
	Iteration 21Q: 3 clusters Score -2177150 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2177199.250000 Penalty: 4851.730957
	Iteration 22Q: 3 clusters Score -2177199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2177237.000000 Penalty: 4851.730957
	Iteration 23Q: 3 clusters Score -2177237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2177255.750000 Penalty: 4851.730957
	Iteration 24Q: 3 clusters Score -2177256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2177265.750000 Penalty: 4851.730957
	Iteration 25Q: 3 clusters Score -2177266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2177279.000000 Penalty: 4851.730957
	Iteration 26Q: 3 clusters Score -2177279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2177288.500000 Penalty: 4851.730957
	Iteration 27Q: 3 clusters Score -2177288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2177290.750000 Penalty: 4851.730957
	Iteration 28Q: 3 clusters Score -2177291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2177296.500000 Penalty: 4851.730957
	Iteration 29Q: 3 clusters Score -2177296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2177306.250000 Penalty: 4851.730957
	Iteration 30Q: 3 clusters Score -2177306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2177308.750000 Penalty: 4851.730957
	Iteration 31Q: 3 clusters Score -2177309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2177310.500000 Penalty: 4851.730957
	Iteration 32Q: 3 clusters Score -2177310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2177310.250000 Penalty: 4851.730957
	Iteration 33Q: 3 clusters Score -2177310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2177310.250000 Penalty: 4851.730957
	Iteration 34F: 3 clusters Score -2177310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Entering Unmasked Estep 
Score: -1172624.000000 Penalty: 2280.894287
	Iteration 0F: 2 clusters Score -1172624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1165074.250000 Penalty: 4561.788574
	Iteration 0F: 3 clusters Score -1165074 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1167295.250000 Penalty: 4561.788574
	Iteration 1F: 3 clusters Score -1167295 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1167635.750000 Penalty: 4561.788574
	Iteration 2F: 3 clusters Score -1167636 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1167931.375000 Penalty: 4561.788574
	Iteration 3F: 3 clusters Score -1167931 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1168166.500000 Penalty: 4561.788574
	Iteration 4Q: 3 clusters Score -1168166 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1168376.125000 Penalty: 4561.788574
	Iteration 5Q: 3 clusters Score -1168376 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1168591.125000 Penalty: 4561.788574
	Iteration 6Q: 3 clusters Score -1168591 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1168781.000000 Penalty: 4561.788574
	Iteration 7Q: 3 clusters Score -1168781 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1168937.125000 Penalty: 4561.788574
	Iteration 8Q: 3 clusters Score -1168937 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1169098.125000 Penalty: 4561.788574
	Iteration 9Q: 3 clusters Score -1169098 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1169286.875000 Penalty: 4561.788574
	Iteration 10Q: 3 clusters Score -1169287 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1169460.875000 Penalty: 4561.788574
	Iteration 11Q: 3 clusters Score -1169461 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1169625.875000 Penalty: 4561.788574
	Iteration 12Q: 3 clusters Score -1169626 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1169797.750000 Penalty: 4561.788574
	Iteration 13Q: 3 clusters Score -1169798 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1169959.250000 Penalty: 4561.788574
	Iteration 14Q: 3 clusters Score -1169959 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1170088.625000 Penalty: 4561.788574
	Iteration 15Q: 3 clusters Score -1170089 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1170209.125000 Penalty: 4561.788574
	Iteration 16Q: 3 clusters Score -1170209 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1170305.750000 Penalty: 4561.788574
	Iteration 17Q: 3 clusters Score -1170306 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1170389.875000 Penalty: 4561.788574
	Iteration 18Q: 3 clusters Score -1170390 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1170440.875000 Penalty: 4561.788574
	Iteration 19Q: 3 clusters Score -1170441 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1170483.125000 Penalty: 4561.788574
	Iteration 20F: 3 clusters Score -1170483 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1170515.000000 Penalty: 4561.788574
	Iteration 21Q: 3 clusters Score -1170515 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1170538.750000 Penalty: 4561.788574
	Iteration 22Q: 3 clusters Score -1170539 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1170553.500000 Penalty: 4561.788574
	Iteration 23Q: 3 clusters Score -1170554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1170570.750000 Penalty: 4561.788574
	Iteration 24Q: 3 clusters Score -1170571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1170578.750000 Penalty: 4561.788574
	Iteration 25Q: 3 clusters Score -1170579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1170582.500000 Penalty: 4561.788574
	Iteration 26Q: 3 clusters Score -1170582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1170586.500000 Penalty: 4561.788574
	Iteration 27Q: 3 clusters Score -1170586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1170595.625000 Penalty: 4561.788574
	Iteration 28Q: 3 clusters Score -1170596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1170597.625000 Penalty: 4561.788574
	Iteration 29Q: 3 clusters Score -1170598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1170598.375000 Penalty: 4561.788574
	Iteration 30Q: 3 clusters Score -1170598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1170601.000000 Penalty: 4561.788574
	Iteration 31Q: 3 clusters Score -1170601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1170605.000000 Penalty: 4561.788574
	Iteration 32Q: 3 clusters Score -1170605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1170606.000000 Penalty: 4561.788574
	Iteration 33Q: 3 clusters Score -1170606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1170609.625000 Penalty: 4561.788574
	Iteration 34Q: 3 clusters Score -1170610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1170613.000000 Penalty: 4561.788574
	Iteration 35Q: 3 clusters Score -1170613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1170613.000000 Penalty: 4561.788574
	Iteration 36F: 3 clusters Score -1170613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Entering Unmasked Estep 
Score: -2530962.250000 Penalty: 2455.394287
	Iteration 0F: 2 clusters Score -2530962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2516922.250000 Penalty: 4910.788574
	Iteration 0F: 3 clusters Score -2516922 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2521682.500000 Penalty: 4910.788574
	Iteration 1F: 3 clusters Score -2521682 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2522084.750000 Penalty: 4910.788574
	Iteration 2F: 3 clusters Score -2522085 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2522411.250000 Penalty: 4910.788574
	Iteration 3Q: 3 clusters Score -2522411 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2522716.000000 Penalty: 4910.788574
	Iteration 4Q: 3 clusters Score -2522716 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2523040.250000 Penalty: 4910.788574
	Iteration 5Q: 3 clusters Score -2523040 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2523433.750000 Penalty: 4910.788574
	Iteration 6Q: 3 clusters Score -2523434 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2523960.250000 Penalty: 4910.788574
	Iteration 7Q: 3 clusters Score -2523960 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2524618.750000 Penalty: 4910.788574
	Iteration 8F: 3 clusters Score -2524619 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2525491.000000 Penalty: 4910.788574
	Iteration 9F: 3 clusters Score -2525491 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2526486.250000 Penalty: 4910.788574
	Iteration 10F: 3 clusters Score -2526486 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2527398.250000 Penalty: 4910.788574
	Iteration 11Q: 3 clusters Score -2527398 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2527995.750000 Penalty: 4910.788574
	Iteration 12Q: 3 clusters Score -2527996 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -2528334.750000 Penalty: 4910.788574
	Iteration 13Q: 3 clusters Score -2528335 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2528551.500000 Penalty: 4910.788574
	Iteration 14Q: 3 clusters Score -2528552 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2528665.000000 Penalty: 4910.788574
	Iteration 15Q: 3 clusters Score -2528665 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2528734.750000 Penalty: 4910.788574
	Iteration 16Q: 3 clusters Score -2528735 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2528776.250000 Penalty: 4910.788574
	Iteration 17Q: 3 clusters Score -2528776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2528803.250000 Penalty: 4910.788574
	Iteration 18Q: 3 clusters Score -2528803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2528818.250000 Penalty: 4910.788574
	Iteration 19Q: 3 clusters Score -2528818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2528825.500000 Penalty: 4910.788574
	Iteration 20F: 3 clusters Score -2528826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2528829.750000 Penalty: 4910.788574
	Iteration 21Q: 3 clusters Score -2528830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2528831.000000 Penalty: 4910.788574
	Iteration 22Q: 3 clusters Score -2528831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2528836.750000 Penalty: 4910.788574
	Iteration 23Q: 3 clusters Score -2528837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2528837.250000 Penalty: 4910.788574
	Iteration 24Q: 3 clusters Score -2528837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2528837.250000 Penalty: 4910.788574
	Iteration 25F: 3 clusters Score -2528837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (179607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179607 members 
Entering Unmasked Estep 
Score: -22526028.000000 Penalty: 3000.434570
	Iteration 0F: 2 clusters Score -2.252603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89712 members 
Mstep: Class 2 contains 89895 members 
Entering Unmasked Estep 
Score: -22408520.000000 Penalty: 6000.869141
	Iteration 0F: 3 clusters Score -2.240852e+07 nChanged 86310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 91619 members 
Entering Unmasked Estep 
Score: -22458854.000000 Penalty: 6000.869141
	Iteration 1F: 3 clusters Score -2.245885e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87272 members 
Mstep: Class 2 contains 92335 members 
Entering Unmasked Estep 
Score: -22460138.000000 Penalty: 6000.869141
	Iteration 2Q: 3 clusters Score -2.246014e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86339 members 
Mstep: Class 2 contains 93268 members 
Entering Unmasked Estep 
Score: -22461730.000000 Penalty: 6000.869141
	Iteration 3Q: 3 clusters Score -2.246173e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85110 members 
Mstep: Class 2 contains 94497 members 
Entering Unmasked Estep 
Score: -22463888.000000 Penalty: 6000.869141
	Iteration 4Q: 3 clusters Score -2.246389e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83727 members 
Mstep: Class 2 contains 95880 members 
Entering Unmasked Estep 
Score: -22466778.000000 Penalty: 6000.869141
	Iteration 5Q: 3 clusters Score -2.246678e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82283 members 
Mstep: Class 2 contains 97324 members 
Entering Unmasked Estep 
Score: -22470020.000000 Penalty: 6000.869141
	Iteration 6Q: 3 clusters Score -2.247002e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80895 members 
Mstep: Class 2 contains 98712 members 
Entering Unmasked Estep 
Score: -22474826.000000 Penalty: 6000.869141
	Iteration 7F: 3 clusters Score -2.247483e+07 nChanged 10285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79908 members 
Mstep: Class 2 contains 99699 members 
Entering Unmasked Estep 
Score: -22481174.000000 Penalty: 6000.869141
	Iteration 8F: 3 clusters Score -2.248117e+07 nChanged 11017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79253 members 
Mstep: Class 2 contains 100354 members 
Entering Unmasked Estep 
Score: -22488808.000000 Penalty: 6000.869141
	Iteration 9F: 3 clusters Score -2.248881e+07 nChanged 10825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 100695 members 
Entering Unmasked Estep 
Score: -22495414.000000 Penalty: 6000.869141
	Iteration 10F: 3 clusters Score -2.249541e+07 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78812 members 
Mstep: Class 2 contains 100795 members 
Entering Unmasked Estep 
Score: -22499326.000000 Penalty: 6000.869141
	Iteration 11Q: 3 clusters Score -2.249933e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78737 members 
Mstep: Class 2 contains 100870 members 
Entering Unmasked Estep 
Score: -22501074.000000 Penalty: 6000.869141
	Iteration 12Q: 3 clusters Score -2.250107e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78763 members 
Mstep: Class 2 contains 100844 members 
Entering Unmasked Estep 
Score: -22501684.000000 Penalty: 6000.869141
	Iteration 13Q: 3 clusters Score -2.250168e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78850 members 
Mstep: Class 2 contains 100757 members 
Entering Unmasked Estep 
Score: -22502032.000000 Penalty: 6000.869141
	Iteration 14Q: 3 clusters Score -2.250203e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78960 members 
Mstep: Class 2 contains 100647 members 
Entering Unmasked Estep 
Score: -22502336.000000 Penalty: 6000.869141
	Iteration 15Q: 3 clusters Score -2.250234e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79090 members 
Mstep: Class 2 contains 100517 members 
Entering Unmasked Estep 
Score: -22502498.000000 Penalty: 6000.869141
	Iteration 16Q: 3 clusters Score -2.25025e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79246 members 
Mstep: Class 2 contains 100361 members 
Entering Unmasked Estep 
Score: -22502704.000000 Penalty: 6000.869141
	Iteration 17Q: 3 clusters Score -2.25027e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79479 members 
Mstep: Class 2 contains 100128 members 
Entering Unmasked Estep 
Score: -22502940.000000 Penalty: 6000.869141
	Iteration 18Q: 3 clusters Score -2.250294e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79827 members 
Mstep: Class 2 contains 99780 members 
Entering Unmasked Estep 
Score: -22503064.000000 Penalty: 6000.869141
	Iteration 19Q: 3 clusters Score -2.250306e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80132 members 
Mstep: Class 2 contains 99475 members 
Entering Unmasked Estep 
Score: -22503360.000000 Penalty: 6000.869141
	Iteration 20F: 3 clusters Score -2.250336e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 99134 members 
Entering Unmasked Estep 
Score: -22503432.000000 Penalty: 6000.869141
	Iteration 21Q: 3 clusters Score -2.250343e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80814 members 
Mstep: Class 2 contains 98793 members 
Entering Unmasked Estep 
Score: -22503712.000000 Penalty: 6000.869141
	Iteration 22Q: 3 clusters Score -2.250371e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81113 members 
Mstep: Class 2 contains 98494 members 
Entering Unmasked Estep 
Score: -22503868.000000 Penalty: 6000.869141
	Iteration 23Q: 3 clusters Score -2.250387e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81390 members 
Mstep: Class 2 contains 98217 members 
Entering Unmasked Estep 
Score: -22504108.000000 Penalty: 6000.869141
	Iteration 24Q: 3 clusters Score -2.250411e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81669 members 
Mstep: Class 2 contains 97938 members 
Entering Unmasked Estep 
Score: -22504306.000000 Penalty: 6000.869141
	Iteration 25Q: 3 clusters Score -2.250431e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81942 members 
Mstep: Class 2 contains 97665 members 
Entering Unmasked Estep 
Score: -22504414.000000 Penalty: 6000.869141
	Iteration 26Q: 3 clusters Score -2.250441e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82294 members 
Mstep: Class 2 contains 97313 members 
Entering Unmasked Estep 
Score: -22504658.000000 Penalty: 6000.869141
	Iteration 27Q: 3 clusters Score -2.250466e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82688 members 
Mstep: Class 2 contains 96919 members 
Entering Unmasked Estep 
Score: -22504828.000000 Penalty: 6000.869141
	Iteration 28Q: 3 clusters Score -2.250483e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 96505 members 
Entering Unmasked Estep 
Score: -22505044.000000 Penalty: 6000.869141
	Iteration 29Q: 3 clusters Score -2.250504e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83541 members 
Mstep: Class 2 contains 96066 members 
Entering Unmasked Estep 
Score: -22505210.000000 Penalty: 6000.869141
	Iteration 30Q: 3 clusters Score -2.250521e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84030 members 
Mstep: Class 2 contains 95577 members 
Entering Unmasked Estep 
Score: -22505436.000000 Penalty: 6000.869141
	Iteration 31Q: 3 clusters Score -2.250544e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84548 members 
Mstep: Class 2 contains 95059 members 
Entering Unmasked Estep 
Score: -22505590.000000 Penalty: 6000.869141
	Iteration 32Q: 3 clusters Score -2.250559e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85083 members 
Mstep: Class 2 contains 94524 members 
Entering Unmasked Estep 
Score: -22505804.000000 Penalty: 6000.869141
	Iteration 33Q: 3 clusters Score -2.25058e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85644 members 
Mstep: Class 2 contains 93963 members 
Entering Unmasked Estep 
Score: -22505954.000000 Penalty: 6000.869141
	Iteration 34Q: 3 clusters Score -2.250595e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86215 members 
Mstep: Class 2 contains 93392 members 
Entering Unmasked Estep 
Score: -22506058.000000 Penalty: 6000.869141
	Iteration 35Q: 3 clusters Score -2.250606e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86813 members 
Mstep: Class 2 contains 92794 members 
Entering Unmasked Estep 
Score: -22506118.000000 Penalty: 6000.869141
	Iteration 36Q: 3 clusters Score -2.250612e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87379 members 
Mstep: Class 2 contains 92228 members 
Entering Unmasked Estep 
Score: -22506348.000000 Penalty: 6000.869141
	Iteration 37Q: 3 clusters Score -2.250635e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87989 members 
Mstep: Class 2 contains 91618 members 
Entering Unmasked Estep 
Score: -22506460.000000 Penalty: 6000.869141
	Iteration 38Q: 3 clusters Score -2.250646e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88672 members 
Mstep: Class 2 contains 90935 members 
Entering Unmasked Estep 
Score: -22506658.000000 Penalty: 6000.869141
	Iteration 39Q: 3 clusters Score -2.250666e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89340 members 
Mstep: Class 2 contains 90267 members 
Entering Unmasked Estep 
Score: -22506868.000000 Penalty: 6000.869141
	Iteration 40F: 3 clusters Score -2.250687e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90091 members 
Mstep: Class 2 contains 89516 members 
Entering Unmasked Estep 
Score: -22507004.000000 Penalty: 6000.869141
	Iteration 41Q: 3 clusters Score -2.2507e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90894 members 
Mstep: Class 2 contains 88713 members 
Entering Unmasked Estep 
Score: -22507132.000000 Penalty: 6000.869141
	Iteration 42Q: 3 clusters Score -2.250713e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91705 members 
Mstep: Class 2 contains 87902 members 
Entering Unmasked Estep 
Score: -22507414.000000 Penalty: 6000.869141
	Iteration 43Q: 3 clusters Score -2.250741e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92519 members 
Mstep: Class 2 contains 87088 members 
Entering Unmasked Estep 
Score: -22507466.000000 Penalty: 6000.869141
	Iteration 44Q: 3 clusters Score -2.250747e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93322 members 
Mstep: Class 2 contains 86285 members 
Entering Unmasked Estep 
Score: -22507708.000000 Penalty: 6000.869141
	Iteration 45Q: 3 clusters Score -2.250771e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94153 members 
Mstep: Class 2 contains 85454 members 
Entering Unmasked Estep 
Score: -22507870.000000 Penalty: 6000.869141
	Iteration 46Q: 3 clusters Score -2.250787e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94997 members 
Mstep: Class 2 contains 84610 members 
Entering Unmasked Estep 
Score: -22508010.000000 Penalty: 6000.869141
	Iteration 47Q: 3 clusters Score -2.250801e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95813 members 
Mstep: Class 2 contains 83794 members 
Entering Unmasked Estep 
Score: -22508126.000000 Penalty: 6000.869141
	Iteration 48Q: 3 clusters Score -2.250813e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96696 members 
Mstep: Class 2 contains 82911 members 
Entering Unmasked Estep 
Score: -22508204.000000 Penalty: 6000.869141
	Iteration 49Q: 3 clusters Score -2.25082e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97650 members 
Mstep: Class 2 contains 81957 members 
Entering Unmasked Estep 
Score: -22508220.000000 Penalty: 6000.869141
	Iteration 50Q: 3 clusters Score -2.250822e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98603 members 
Mstep: Class 2 contains 81004 members 
Entering Unmasked Estep 
Score: -22508298.000000 Penalty: 6000.869141
	Iteration 51Q: 3 clusters Score -2.25083e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99568 members 
Mstep: Class 2 contains 80039 members 
Entering Unmasked Estep 
Score: -22508340.000000 Penalty: 6000.869141
	Iteration 52Q: 3 clusters Score -2.250834e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100583 members 
Mstep: Class 2 contains 79024 members 
Entering Unmasked Estep 
Score: -22508576.000000 Penalty: 6000.869141
	Iteration 53Q: 3 clusters Score -2.250858e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101581 members 
Mstep: Class 2 contains 78026 members 
Entering Unmasked Estep 
Score: -22508734.000000 Penalty: 6000.869141
	Iteration 54Q: 3 clusters Score -2.250873e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102599 members 
Mstep: Class 2 contains 77008 members 
Entering Unmasked Estep 
Score: -22508862.000000 Penalty: 6000.869141
	Iteration 55Q: 3 clusters Score -2.250886e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103658 members 
Mstep: Class 2 contains 75949 members 
Entering Unmasked Estep 
Score: -22508952.000000 Penalty: 6000.869141
	Iteration 56Q: 3 clusters Score -2.250895e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104820 members 
Mstep: Class 2 contains 74787 members 
Entering Unmasked Estep 
Score: -22509036.000000 Penalty: 6000.869141
	Iteration 57Q: 3 clusters Score -2.250904e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105974 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -22509238.000000 Penalty: 6000.869141
	Iteration 58Q: 3 clusters Score -2.250924e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107176 members 
Mstep: Class 2 contains 72431 members 
Entering Unmasked Estep 
Score: -22509408.000000 Penalty: 6000.869141
	Iteration 59Q: 3 clusters Score -2.250941e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108413 members 
Mstep: Class 2 contains 71194 members 
Entering Unmasked Estep 
Score: -22509562.000000 Penalty: 6000.869141
	Iteration 60F: 3 clusters Score -2.250956e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109646 members 
Mstep: Class 2 contains 69961 members 
Entering Unmasked Estep 
Score: -22509818.000000 Penalty: 6000.869141
	Iteration 61Q: 3 clusters Score -2.250982e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110925 members 
Mstep: Class 2 contains 68682 members 
Entering Unmasked Estep 
Score: -22509948.000000 Penalty: 6000.869141
	Iteration 62Q: 3 clusters Score -2.250995e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112276 members 
Mstep: Class 2 contains 67331 members 
Entering Unmasked Estep 
Score: -22510012.000000 Penalty: 6000.869141
	Iteration 63Q: 3 clusters Score -2.251001e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113680 members 
Mstep: Class 2 contains 65927 members 
Entering Unmasked Estep 
Score: -22510136.000000 Penalty: 6000.869141
	Iteration 64Q: 3 clusters Score -2.251014e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115127 members 
Mstep: Class 2 contains 64480 members 
Entering Unmasked Estep 
Score: -22510296.000000 Penalty: 6000.869141
	Iteration 65Q: 3 clusters Score -2.25103e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116641 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -22510670.000000 Penalty: 6000.869141
	Iteration 66Q: 3 clusters Score -2.251067e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118319 members 
Mstep: Class 2 contains 61288 members 
Entering Unmasked Estep 
Score: -22510980.000000 Penalty: 6000.869141
	Iteration 67Q: 3 clusters Score -2.251098e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120096 members 
Mstep: Class 2 contains 59511 members 
Entering Unmasked Estep 
Score: -22511190.000000 Penalty: 6000.869141
	Iteration 68Q: 3 clusters Score -2.251119e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121918 members 
Mstep: Class 2 contains 57689 members 
Entering Unmasked Estep 
Score: -22511634.000000 Penalty: 6000.869141
	Iteration 69Q: 3 clusters Score -2.251163e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123801 members 
Mstep: Class 2 contains 55806 members 
Entering Unmasked Estep 
Score: -22512006.000000 Penalty: 6000.869141
	Iteration 70Q: 3 clusters Score -2.251201e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125725 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -22512294.000000 Penalty: 6000.869141
	Iteration 71Q: 3 clusters Score -2.251229e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127726 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -22512758.000000 Penalty: 6000.869141
	Iteration 72Q: 3 clusters Score -2.251276e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129755 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -22513202.000000 Penalty: 6000.869141
	Iteration 73Q: 3 clusters Score -2.25132e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131822 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -22513668.000000 Penalty: 6000.869141
	Iteration 74Q: 3 clusters Score -2.251367e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133966 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -22514092.000000 Penalty: 6000.869141
	Iteration 75Q: 3 clusters Score -2.251409e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136154 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -22514684.000000 Penalty: 6000.869141
	Iteration 76Q: 3 clusters Score -2.251468e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138329 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -22515148.000000 Penalty: 6000.869141
	Iteration 77Q: 3 clusters Score -2.251515e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140513 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -22515788.000000 Penalty: 6000.869141
	Iteration 78Q: 3 clusters Score -2.251579e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142684 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -22516440.000000 Penalty: 6000.869141
	Iteration 79Q: 3 clusters Score -2.251644e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144906 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -22517060.000000 Penalty: 6000.869141
	Iteration 80F: 3 clusters Score -2.251706e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147110 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -22517546.000000 Penalty: 6000.869141
	Iteration 81Q: 3 clusters Score -2.251755e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149216 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -22517966.000000 Penalty: 6000.869141
	Iteration 82Q: 3 clusters Score -2.251797e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151232 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -22518576.000000 Penalty: 6000.869141
	Iteration 83Q: 3 clusters Score -2.251858e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153220 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -22519150.000000 Penalty: 6000.869141
	Iteration 84Q: 3 clusters Score -2.251915e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155192 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -22519598.000000 Penalty: 6000.869141
	Iteration 85Q: 3 clusters Score -2.25196e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157035 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -22520136.000000 Penalty: 6000.869141
	Iteration 86Q: 3 clusters Score -2.252014e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158819 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -22520800.000000 Penalty: 6000.869141
	Iteration 87Q: 3 clusters Score -2.25208e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160590 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -22521174.000000 Penalty: 6000.869141
	Iteration 88Q: 3 clusters Score -2.252117e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162290 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -22521738.000000 Penalty: 6000.869141
	Iteration 89Q: 3 clusters Score -2.252174e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163905 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -22522250.000000 Penalty: 6000.869141
	Iteration 90Q: 3 clusters Score -2.252225e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165409 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -22522652.000000 Penalty: 6000.869141
	Iteration 91Q: 3 clusters Score -2.252265e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166720 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -22522956.000000 Penalty: 6000.869141
	Iteration 92Q: 3 clusters Score -2.252296e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167968 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -22523370.000000 Penalty: 6000.869141
	Iteration 93Q: 3 clusters Score -2.252337e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169135 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -22523594.000000 Penalty: 6000.869141
	Iteration 94Q: 3 clusters Score -2.252359e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170150 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -22523686.000000 Penalty: 6000.869141
	Iteration 95Q: 3 clusters Score -2.252369e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171040 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -22523840.000000 Penalty: 6000.869141
	Iteration 96Q: 3 clusters Score -2.252384e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171803 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -22524024.000000 Penalty: 6000.869141
	Iteration 97Q: 3 clusters Score -2.252402e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172455 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -22524072.000000 Penalty: 6000.869141
	Iteration 98Q: 3 clusters Score -2.252407e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173012 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -22524108.000000 Penalty: 6000.869141
	Iteration 99Q: 3 clusters Score -2.252411e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173503 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -22524258.000000 Penalty: 6000.869141
	Iteration 100F: 3 clusters Score -2.252426e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173937 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -22524300.000000 Penalty: 6000.869141
	Iteration 101Q: 3 clusters Score -2.25243e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174310 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -22524382.000000 Penalty: 6000.869141
	Iteration 102Q: 3 clusters Score -2.252438e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174646 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -22524456.000000 Penalty: 6000.869141
	Iteration 103Q: 3 clusters Score -2.252446e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174923 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -22524452.000000 Penalty: 6000.869141
	Iteration 104Q: 3 clusters Score -2.252445e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175192 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -22524404.000000 Penalty: 6000.869141
	Iteration 105Q: 3 clusters Score -2.25244e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175417 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -22524448.000000 Penalty: 6000.869141
	Iteration 106Q: 3 clusters Score -2.252445e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175612 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -22524470.000000 Penalty: 6000.869141
	Iteration 107Q: 3 clusters Score -2.252447e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175792 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -22524562.000000 Penalty: 6000.869141
	Iteration 108Q: 3 clusters Score -2.252456e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175927 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -22524528.000000 Penalty: 6000.869141
	Iteration 109Q: 3 clusters Score -2.252453e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176030 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -22524518.000000 Penalty: 6000.869141
	Iteration 110Q: 3 clusters Score -2.252452e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176126 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -22524508.000000 Penalty: 6000.869141
	Iteration 111Q: 3 clusters Score -2.252451e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176208 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -22524478.000000 Penalty: 6000.869141
	Iteration 112Q: 3 clusters Score -2.252448e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176286 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -22524492.000000 Penalty: 6000.869141
	Iteration 113Q: 3 clusters Score -2.252449e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176360 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -22524510.000000 Penalty: 6000.869141
	Iteration 114Q: 3 clusters Score -2.252451e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176430 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -22524532.000000 Penalty: 6000.869141
	Iteration 115Q: 3 clusters Score -2.252453e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176503 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -22524536.000000 Penalty: 6000.869141
	Iteration 116Q: 3 clusters Score -2.252454e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176562 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -22524556.000000 Penalty: 6000.869141
	Iteration 117Q: 3 clusters Score -2.252456e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176605 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -22524602.000000 Penalty: 6000.869141
	Iteration 118Q: 3 clusters Score -2.25246e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176658 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -22524582.000000 Penalty: 6000.869141
	Iteration 119Q: 3 clusters Score -2.252458e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176715 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -22524574.000000 Penalty: 6000.869141
	Iteration 120F: 3 clusters Score -2.252457e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176758 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -22524610.000000 Penalty: 6000.869141
	Iteration 121Q: 3 clusters Score -2.252461e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176810 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -22524622.000000 Penalty: 6000.869141
	Iteration 122Q: 3 clusters Score -2.252462e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176851 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -22524670.000000 Penalty: 6000.869141
	Iteration 123Q: 3 clusters Score -2.252467e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176891 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -22524668.000000 Penalty: 6000.869141
	Iteration 124Q: 3 clusters Score -2.252467e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176930 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -22524688.000000 Penalty: 6000.869141
	Iteration 125Q: 3 clusters Score -2.252469e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176967 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -22524664.000000 Penalty: 6000.869141
	Iteration 126Q: 3 clusters Score -2.252466e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176997 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -22524652.000000 Penalty: 6000.869141
	Iteration 127Q: 3 clusters Score -2.252465e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177024 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -22524634.000000 Penalty: 6000.869141
	Iteration 128Q: 3 clusters Score -2.252463e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177043 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -22524612.000000 Penalty: 6000.869141
	Iteration 129Q: 3 clusters Score -2.252461e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177070 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -22524604.000000 Penalty: 6000.869141
	Iteration 130Q: 3 clusters Score -2.25246e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177090 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -22524626.000000 Penalty: 6000.869141
	Iteration 131Q: 3 clusters Score -2.252463e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177104 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -22524624.000000 Penalty: 6000.869141
	Iteration 132Q: 3 clusters Score -2.252462e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177120 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -22524614.000000 Penalty: 6000.869141
	Iteration 133Q: 3 clusters Score -2.252461e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177133 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -22524604.000000 Penalty: 6000.869141
	Iteration 134Q: 3 clusters Score -2.25246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177148 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -22524600.000000 Penalty: 6000.869141
	Iteration 135Q: 3 clusters Score -2.25246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177160 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -22524608.000000 Penalty: 6000.869141
	Iteration 136Q: 3 clusters Score -2.252461e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177171 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -22524600.000000 Penalty: 6000.869141
	Iteration 137Q: 3 clusters Score -2.25246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177181 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -22524610.000000 Penalty: 6000.869141
	Iteration 138Q: 3 clusters Score -2.252461e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177194 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -22524586.000000 Penalty: 6000.869141
	Iteration 139Q: 3 clusters Score -2.252459e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177209 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -22524600.000000 Penalty: 6000.869141
	Iteration 140F: 3 clusters Score -2.25246e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177219 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -22524612.000000 Penalty: 6000.869141
	Iteration 141Q: 3 clusters Score -2.252461e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177229 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -22524608.000000 Penalty: 6000.869141
	Iteration 142Q: 3 clusters Score -2.252461e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177238 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -22524598.000000 Penalty: 6000.869141
	Iteration 143Q: 3 clusters Score -2.25246e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177245 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -22524592.000000 Penalty: 6000.869141
	Iteration 144Q: 3 clusters Score -2.252459e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177253 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -22524584.000000 Penalty: 6000.869141
	Iteration 145Q: 3 clusters Score -2.252458e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177263 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -22524564.000000 Penalty: 6000.869141
	Iteration 146Q: 3 clusters Score -2.252456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177271 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -22524594.000000 Penalty: 6000.869141
	Iteration 147Q: 3 clusters Score -2.252459e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177281 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -22524590.000000 Penalty: 6000.869141
	Iteration 148Q: 3 clusters Score -2.252459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177291 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -22524574.000000 Penalty: 6000.869141
	Iteration 149Q: 3 clusters Score -2.252457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177300 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -22524578.000000 Penalty: 6000.869141
	Iteration 150Q: 3 clusters Score -2.252458e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177310 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -22524584.000000 Penalty: 6000.869141
	Iteration 151Q: 3 clusters Score -2.252458e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177322 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -22524584.000000 Penalty: 6000.869141
	Iteration 152Q: 3 clusters Score -2.252458e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177335 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -22524600.000000 Penalty: 6000.869141
	Iteration 153Q: 3 clusters Score -2.25246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177348 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -22524584.000000 Penalty: 6000.869141
	Iteration 154Q: 3 clusters Score -2.252458e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177365 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -22524588.000000 Penalty: 6000.869141
	Iteration 155Q: 3 clusters Score -2.252459e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177379 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -22524584.000000 Penalty: 6000.869141
	Iteration 156Q: 3 clusters Score -2.252458e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177401 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -22524586.000000 Penalty: 6000.869141
	Iteration 157Q: 3 clusters Score -2.252459e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177413 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -22524592.000000 Penalty: 6000.869141
	Iteration 158Q: 3 clusters Score -2.252459e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177426 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -22524572.000000 Penalty: 6000.869141
	Iteration 159Q: 3 clusters Score -2.252457e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177436 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -22524560.000000 Penalty: 6000.869141
	Iteration 160F: 3 clusters Score -2.252456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177442 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -22524576.000000 Penalty: 6000.869141
	Iteration 161Q: 3 clusters Score -2.252458e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177449 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -22524580.000000 Penalty: 6000.869141
	Iteration 162Q: 3 clusters Score -2.252458e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177459 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -22524566.000000 Penalty: 6000.869141
	Iteration 163Q: 3 clusters Score -2.252457e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177470 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -22524554.000000 Penalty: 6000.869141
	Iteration 164Q: 3 clusters Score -2.252455e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177483 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -22524550.000000 Penalty: 6000.869141
	Iteration 165Q: 3 clusters Score -2.252455e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177492 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -22524572.000000 Penalty: 6000.869141
	Iteration 166Q: 3 clusters Score -2.252457e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177501 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -22524578.000000 Penalty: 6000.869141
	Iteration 167Q: 3 clusters Score -2.252458e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177516 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -22524584.000000 Penalty: 6000.869141
	Iteration 168Q: 3 clusters Score -2.252458e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177527 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -22524568.000000 Penalty: 6000.869141
	Iteration 169Q: 3 clusters Score -2.252457e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177540 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -22524588.000000 Penalty: 6000.869141
	Iteration 170Q: 3 clusters Score -2.252459e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177553 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -22524562.000000 Penalty: 6000.869141
	Iteration 171Q: 3 clusters Score -2.252456e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177563 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -22524570.000000 Penalty: 6000.869141
	Iteration 172Q: 3 clusters Score -2.252457e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177569 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -22524578.000000 Penalty: 6000.869141
	Iteration 173Q: 3 clusters Score -2.252458e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177579 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -22524590.000000 Penalty: 6000.869141
	Iteration 174Q: 3 clusters Score -2.252459e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177587 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -22524590.000000 Penalty: 6000.869141
	Iteration 175Q: 3 clusters Score -2.252459e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177608 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -22524600.000000 Penalty: 6000.869141
	Iteration 176Q: 3 clusters Score -2.25246e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177633 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -22524566.000000 Penalty: 6000.869141
	Iteration 177Q: 3 clusters Score -2.252457e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177649 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -22524548.000000 Penalty: 6000.869141
	Iteration 178Q: 3 clusters Score -2.252455e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177662 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -22524558.000000 Penalty: 6000.869141
	Iteration 179Q: 3 clusters Score -2.252456e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177677 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -22524572.000000 Penalty: 6000.869141
	Iteration 180F: 3 clusters Score -2.252457e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177689 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -22524580.000000 Penalty: 6000.869141
	Iteration 181Q: 3 clusters Score -2.252458e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177709 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -22524602.000000 Penalty: 6000.869141
	Iteration 182Q: 3 clusters Score -2.25246e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177723 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -22524618.000000 Penalty: 6000.869141
	Iteration 183Q: 3 clusters Score -2.252462e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177739 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -22524596.000000 Penalty: 6000.869141
	Iteration 184Q: 3 clusters Score -2.25246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177750 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -22524618.000000 Penalty: 6000.869141
	Iteration 185Q: 3 clusters Score -2.252462e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177764 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -22524614.000000 Penalty: 6000.869141
	Iteration 186Q: 3 clusters Score -2.252461e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177782 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -22524588.000000 Penalty: 6000.869141
	Iteration 187Q: 3 clusters Score -2.252459e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177800 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -22524610.000000 Penalty: 6000.869141
	Iteration 188Q: 3 clusters Score -2.252461e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177813 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -22524618.000000 Penalty: 6000.869141
	Iteration 189Q: 3 clusters Score -2.252462e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177828 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -22524624.000000 Penalty: 6000.869141
	Iteration 190Q: 3 clusters Score -2.252462e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177847 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -22524636.000000 Penalty: 6000.869141
	Iteration 191Q: 3 clusters Score -2.252464e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177873 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -22524668.000000 Penalty: 6000.869141
	Iteration 192Q: 3 clusters Score -2.252467e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177893 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -22524688.000000 Penalty: 6000.869141
	Iteration 193Q: 3 clusters Score -2.252469e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177898 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -22524694.000000 Penalty: 6000.869141
	Iteration 194Q: 3 clusters Score -2.252469e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177914 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -22524720.000000 Penalty: 6000.869141
	Iteration 195Q: 3 clusters Score -2.252472e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177911 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -22524722.000000 Penalty: 6000.869141
	Iteration 196Q: 3 clusters Score -2.252472e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177915 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -22524730.000000 Penalty: 6000.869141
	Iteration 197Q: 3 clusters Score -2.252473e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177922 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -22524732.000000 Penalty: 6000.869141
	Iteration 198Q: 3 clusters Score -2.252473e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177925 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -22524736.000000 Penalty: 6000.869141
	Iteration 199Q: 3 clusters Score -2.252474e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177932 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -22524710.000000 Penalty: 6000.869141
	Iteration 200F: 3 clusters Score -2.252471e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177935 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -22524744.000000 Penalty: 6000.869141
	Iteration 201Q: 3 clusters Score -2.252474e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177952 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -22524740.000000 Penalty: 6000.869141
	Iteration 202Q: 3 clusters Score -2.252474e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177965 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -22524766.000000 Penalty: 6000.869141
	Iteration 203Q: 3 clusters Score -2.252477e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177970 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -22524802.000000 Penalty: 6000.869141
	Iteration 204Q: 3 clusters Score -2.25248e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177966 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -22524804.000000 Penalty: 6000.869141
	Iteration 205Q: 3 clusters Score -2.25248e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177949 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -22524824.000000 Penalty: 6000.869141
	Iteration 206Q: 3 clusters Score -2.252482e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177942 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -22524854.000000 Penalty: 6000.869141
	Iteration 207Q: 3 clusters Score -2.252485e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177936 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -22524864.000000 Penalty: 6000.869141
	Iteration 208Q: 3 clusters Score -2.252486e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177928 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -22524834.000000 Penalty: 6000.869141
	Iteration 209Q: 3 clusters Score -2.252483e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177912 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -22524840.000000 Penalty: 6000.869141
	Iteration 210Q: 3 clusters Score -2.252484e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177889 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -22524894.000000 Penalty: 6000.869141
	Iteration 211Q: 3 clusters Score -2.252489e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177867 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -22524914.000000 Penalty: 6000.869141
	Iteration 212Q: 3 clusters Score -2.252491e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177836 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -22524950.000000 Penalty: 6000.869141
	Iteration 213Q: 3 clusters Score -2.252495e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177809 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -22524954.000000 Penalty: 6000.869141
	Iteration 214Q: 3 clusters Score -2.252495e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177785 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -22524952.000000 Penalty: 6000.869141
	Iteration 215Q: 3 clusters Score -2.252495e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177754 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -22524984.000000 Penalty: 6000.869141
	Iteration 216Q: 3 clusters Score -2.252498e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177737 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -22524988.000000 Penalty: 6000.869141
	Iteration 217Q: 3 clusters Score -2.252499e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177718 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -22525030.000000 Penalty: 6000.869141
	Iteration 218Q: 3 clusters Score -2.252503e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177698 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -22525026.000000 Penalty: 6000.869141
	Iteration 219Q: 3 clusters Score -2.252503e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177689 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -22525040.000000 Penalty: 6000.869141
	Iteration 220F: 3 clusters Score -2.252504e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177668 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -22525048.000000 Penalty: 6000.869141
	Iteration 221Q: 3 clusters Score -2.252505e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177656 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -22525064.000000 Penalty: 6000.869141
	Iteration 222Q: 3 clusters Score -2.252506e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177642 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -22525098.000000 Penalty: 6000.869141
	Iteration 223Q: 3 clusters Score -2.25251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177634 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -22525118.000000 Penalty: 6000.869141
	Iteration 224Q: 3 clusters Score -2.252512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177623 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -22525104.000000 Penalty: 6000.869141
	Iteration 225Q: 3 clusters Score -2.25251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177620 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -22525100.000000 Penalty: 6000.869141
	Iteration 226Q: 3 clusters Score -2.25251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177616 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -22525116.000000 Penalty: 6000.869141
	Iteration 227Q: 3 clusters Score -2.252512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177611 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -22525116.000000 Penalty: 6000.869141
	Iteration 228Q: 3 clusters Score -2.252512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177604 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -22525114.000000 Penalty: 6000.869141
	Iteration 229Q: 3 clusters Score -2.252511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177601 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -22525128.000000 Penalty: 6000.869141
	Iteration 230Q: 3 clusters Score -2.252513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177597 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -22525120.000000 Penalty: 6000.869141
	Iteration 231Q: 3 clusters Score -2.252512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177594 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -22525130.000000 Penalty: 6000.869141
	Iteration 232Q: 3 clusters Score -2.252513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177585 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -22525108.000000 Penalty: 6000.869141
	Iteration 233Q: 3 clusters Score -2.252511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177577 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -22525120.000000 Penalty: 6000.869141
	Iteration 234Q: 3 clusters Score -2.252512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177571 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -22525124.000000 Penalty: 6000.869141
	Iteration 235Q: 3 clusters Score -2.252512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177568 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -22525122.000000 Penalty: 6000.869141
	Iteration 236Q: 3 clusters Score -2.252512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177563 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -22525142.000000 Penalty: 6000.869141
	Iteration 237Q: 3 clusters Score -2.252514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177561 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -22525146.000000 Penalty: 6000.869141
	Iteration 238Q: 3 clusters Score -2.252515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177561 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -22525132.000000 Penalty: 6000.869141
	Iteration 239Q: 3 clusters Score -2.252513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177560 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -22525136.000000 Penalty: 6000.869141
	Iteration 240F: 3 clusters Score -2.252514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Entering Unmasked Estep 
Score: -1779983.625000 Penalty: 2370.987549
	Iteration 0F: 2 clusters Score -1779984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1769593.375000 Penalty: 4741.975098
	Iteration 0F: 3 clusters Score -1769593 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1772895.750000 Penalty: 4741.975098
	Iteration 1F: 3 clusters Score -1772896 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1773360.000000 Penalty: 4741.975098
	Iteration 2F: 3 clusters Score -1773360 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1773738.000000 Penalty: 4741.975098
	Iteration 3F: 3 clusters Score -1773738 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1774005.500000 Penalty: 4741.975098
	Iteration 4Q: 3 clusters Score -1774006 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1774217.750000 Penalty: 4741.975098
	Iteration 5Q: 3 clusters Score -1774218 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1774431.000000 Penalty: 4741.975098
	Iteration 6Q: 3 clusters Score -1774431 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1774637.125000 Penalty: 4741.975098
	Iteration 7Q: 3 clusters Score -1774637 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1774800.250000 Penalty: 4741.975098
	Iteration 8Q: 3 clusters Score -1774800 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1774987.250000 Penalty: 4741.975098
	Iteration 9Q: 3 clusters Score -1774987 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1775192.625000 Penalty: 4741.975098
	Iteration 10Q: 3 clusters Score -1775193 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1775450.625000 Penalty: 4741.975098
	Iteration 11Q: 3 clusters Score -1775451 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1775741.750000 Penalty: 4741.975098
	Iteration 12Q: 3 clusters Score -1775742 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1776000.500000 Penalty: 4741.975098
	Iteration 13Q: 3 clusters Score -1776000 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1776214.625000 Penalty: 4741.975098
	Iteration 14Q: 3 clusters Score -1776215 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1776361.125000 Penalty: 4741.975098
	Iteration 15Q: 3 clusters Score -1776361 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1776447.625000 Penalty: 4741.975098
	Iteration 16Q: 3 clusters Score -1776448 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1776512.125000 Penalty: 4741.975098
	Iteration 17Q: 3 clusters Score -1776512 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1776565.125000 Penalty: 4741.975098
	Iteration 18Q: 3 clusters Score -1776565 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1776623.375000 Penalty: 4741.975098
	Iteration 19Q: 3 clusters Score -1776623 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1776683.625000 Penalty: 4741.975098
	Iteration 20F: 3 clusters Score -1776684 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1776729.500000 Penalty: 4741.975098
	Iteration 21Q: 3 clusters Score -1776730 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1776779.750000 Penalty: 4741.975098
	Iteration 22Q: 3 clusters Score -1776780 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1776834.875000 Penalty: 4741.975098
	Iteration 23Q: 3 clusters Score -1776835 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1776888.125000 Penalty: 4741.975098
	Iteration 24Q: 3 clusters Score -1776888 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1776950.875000 Penalty: 4741.975098
	Iteration 25Q: 3 clusters Score -1776951 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1776996.875000 Penalty: 4741.975098
	Iteration 26Q: 3 clusters Score -1776997 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1777032.375000 Penalty: 4741.975098
	Iteration 27Q: 3 clusters Score -1777032 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1777059.500000 Penalty: 4741.975098
	Iteration 28Q: 3 clusters Score -1777060 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1777091.750000 Penalty: 4741.975098
	Iteration 29Q: 3 clusters Score -1777092 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1777126.750000 Penalty: 4741.975098
	Iteration 30Q: 3 clusters Score -1777127 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1777168.125000 Penalty: 4741.975098
	Iteration 31Q: 3 clusters Score -1777168 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1777199.375000 Penalty: 4741.975098
	Iteration 32Q: 3 clusters Score -1777199 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1777228.000000 Penalty: 4741.975098
	Iteration 33Q: 3 clusters Score -1777228 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1777268.500000 Penalty: 4741.975098
	Iteration 34Q: 3 clusters Score -1777268 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1777305.750000 Penalty: 4741.975098
	Iteration 35Q: 3 clusters Score -1777306 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1777355.125000 Penalty: 4741.975098
	Iteration 36Q: 3 clusters Score -1777355 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1777388.625000 Penalty: 4741.975098
	Iteration 37Q: 3 clusters Score -1777389 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1777422.000000 Penalty: 4741.975098
	Iteration 38Q: 3 clusters Score -1777422 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1777453.750000 Penalty: 4741.975098
	Iteration 39Q: 3 clusters Score -1777454 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1777493.125000 Penalty: 4741.975098
	Iteration 40F: 3 clusters Score -1777493 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1777539.250000 Penalty: 4741.975098
	Iteration 41Q: 3 clusters Score -1777539 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1777572.125000 Penalty: 4741.975098
	Iteration 42Q: 3 clusters Score -1777572 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1777606.250000 Penalty: 4741.975098
	Iteration 43Q: 3 clusters Score -1777606 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1777630.875000 Penalty: 4741.975098
	Iteration 44Q: 3 clusters Score -1777631 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1777655.500000 Penalty: 4741.975098
	Iteration 45Q: 3 clusters Score -1777656 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1777677.625000 Penalty: 4741.975098
	Iteration 46Q: 3 clusters Score -1777678 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1777710.000000 Penalty: 4741.975098
	Iteration 47Q: 3 clusters Score -1777710 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1777733.125000 Penalty: 4741.975098
	Iteration 48Q: 3 clusters Score -1777733 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1777769.625000 Penalty: 4741.975098
	Iteration 49Q: 3 clusters Score -1777770 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1777798.250000 Penalty: 4741.975098
	Iteration 50Q: 3 clusters Score -1777798 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1777825.500000 Penalty: 4741.975098
	Iteration 51Q: 3 clusters Score -1777826 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1777846.750000 Penalty: 4741.975098
	Iteration 52Q: 3 clusters Score -1777847 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1777865.750000 Penalty: 4741.975098
	Iteration 53Q: 3 clusters Score -1777866 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1777883.000000 Penalty: 4741.975098
	Iteration 54Q: 3 clusters Score -1777883 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1777891.875000 Penalty: 4741.975098
	Iteration 55Q: 3 clusters Score -1777892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1777905.125000 Penalty: 4741.975098
	Iteration 56Q: 3 clusters Score -1777905 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1777916.875000 Penalty: 4741.975098
	Iteration 57Q: 3 clusters Score -1777917 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1777935.125000 Penalty: 4741.975098
	Iteration 58Q: 3 clusters Score -1777935 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1777944.500000 Penalty: 4741.975098
	Iteration 59Q: 3 clusters Score -1777944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1777956.375000 Penalty: 4741.975098
	Iteration 60F: 3 clusters Score -1777956 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1777974.750000 Penalty: 4741.975098
	Iteration 61Q: 3 clusters Score -1777975 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1777985.875000 Penalty: 4741.975098
	Iteration 62Q: 3 clusters Score -1777986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1778005.375000 Penalty: 4741.975098
	Iteration 63Q: 3 clusters Score -1778005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1778011.750000 Penalty: 4741.975098
	Iteration 64Q: 3 clusters Score -1778012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1778014.750000 Penalty: 4741.975098
	Iteration 65Q: 3 clusters Score -1778015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1778021.375000 Penalty: 4741.975098
	Iteration 66Q: 3 clusters Score -1778021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1778025.125000 Penalty: 4741.975098
	Iteration 67Q: 3 clusters Score -1778025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1778026.125000 Penalty: 4741.975098
	Iteration 68Q: 3 clusters Score -1778026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1778032.250000 Penalty: 4741.975098
	Iteration 69Q: 3 clusters Score -1778032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1778031.375000 Penalty: 4741.975098
	Iteration 70Q: 3 clusters Score -1778031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1778032.125000 Penalty: 4741.975098
	Iteration 71Q: 3 clusters Score -1778032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1778036.625000 Penalty: 4741.975098
	Iteration 72Q: 3 clusters Score -1778037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1778039.625000 Penalty: 4741.975098
	Iteration 73Q: 3 clusters Score -1778040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1778042.750000 Penalty: 4741.975098
	Iteration 74Q: 3 clusters Score -1778043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1778045.500000 Penalty: 4741.975098
	Iteration 75Q: 3 clusters Score -1778046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1778043.250000 Penalty: 4741.975098
	Iteration 76Q: 3 clusters Score -1778043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1778049.375000 Penalty: 4741.975098
	Iteration 77Q: 3 clusters Score -1778049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1778049.750000 Penalty: 4741.975098
	Iteration 78Q: 3 clusters Score -1778050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1778059.500000 Penalty: 4741.975098
	Iteration 79Q: 3 clusters Score -1778060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1778062.750000 Penalty: 4741.975098
	Iteration 80F: 3 clusters Score -1778063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1778064.625000 Penalty: 4741.975098
	Iteration 81Q: 3 clusters Score -1778065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1778071.125000 Penalty: 4741.975098
	Iteration 82Q: 3 clusters Score -1778071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1778076.750000 Penalty: 4741.975098
	Iteration 83Q: 3 clusters Score -1778077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1778081.000000 Penalty: 4741.975098
	Iteration 84Q: 3 clusters Score -1778081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1778084.750000 Penalty: 4741.975098
	Iteration 85Q: 3 clusters Score -1778085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1778086.500000 Penalty: 4741.975098
	Iteration 86Q: 3 clusters Score -1778086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1778090.125000 Penalty: 4741.975098
	Iteration 87Q: 3 clusters Score -1778090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1778088.500000 Penalty: 4741.975098
	Iteration 88Q: 3 clusters Score -1778088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1778090.000000 Penalty: 4741.975098
	Iteration 89Q: 3 clusters Score -1778090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1778087.125000 Penalty: 4741.975098
	Iteration 90Q: 3 clusters Score -1778087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1778084.250000 Penalty: 4741.975098
	Iteration 91Q: 3 clusters Score -1778084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1778084.250000 Penalty: 4741.975098
	Iteration 92F: 3 clusters Score -1778084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -79994.648438 Penalty: 1654.664185
	Iteration 0F: 2 clusters Score -79994.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -78345.710938 Penalty: 3309.328369
	Iteration 0F: 3 clusters Score -78345.71 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -78727.984375 Penalty: 3309.328369
	Iteration 1F: 3 clusters Score -78727.98 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78914.328125 Penalty: 3309.328369
	Iteration 2F: 3 clusters Score -78914.33 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -79170.023438 Penalty: 3309.328369
	Iteration 3F: 3 clusters Score -79170.02 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79567.960938 Penalty: 3309.328369
	Iteration 4F: 3 clusters Score -79567.96 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -80167.179688 Penalty: 3309.328369
	Iteration 5F: 3 clusters Score -80167.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -80824.468750 Penalty: 3309.328369
	Iteration 6F: 3 clusters Score -80824.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -81079.507812 Penalty: 3309.328369
	Iteration 7Q: 3 clusters Score -81079.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -81144.968750 Penalty: 3309.328369
	Iteration 8Q: 3 clusters Score -81144.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -81167.054688 Penalty: 3309.328369
	Iteration 9Q: 3 clusters Score -81167.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -81190.742188 Penalty: 3309.328369
	Iteration 10Q: 3 clusters Score -81190.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -81205.945312 Penalty: 3309.328369
	Iteration 11Q: 3 clusters Score -81205.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -81214.132812 Penalty: 3309.328369
	Iteration 12Q: 3 clusters Score -81214.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -81256.890625 Penalty: 3309.328369
	Iteration 13Q: 3 clusters Score -81256.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -81296.156250 Penalty: 3309.328369
	Iteration 14Q: 3 clusters Score -81296.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -81302.843750 Penalty: 3309.328369
	Iteration 15Q: 3 clusters Score -81302.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -81326.578125 Penalty: 3309.328369
	Iteration 16F: 3 clusters Score -81326.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -81363.257812 Penalty: 3309.328369
	Iteration 17Q: 3 clusters Score -81363.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -81390.742188 Penalty: 3309.328369
	Iteration 18Q: 3 clusters Score -81390.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -81402.156250 Penalty: 3309.328369
	Iteration 19Q: 3 clusters Score -81402.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -81404.156250 Penalty: 3309.328369
	Iteration 20F: 3 clusters Score -81404.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17707 members 
Mstep: Class 4 contains 9869 members 
Mstep: Class 5 contains 19946 members 
Mstep: Class 6 contains 179607 members 
Mstep: Class 7 contains 14192 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 43162 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19486 members 
Mstep: Class 12 contains 83993 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 14 contains 42209 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238257 members 
Mstep: Class 17 contains 240454 members 
Mstep: Class 18 contains 16259 members 
Mstep: Class 19 contains 9779 members 
Mstep: Class 20 contains 214023 members 
Mstep: Class 21 contains 2805 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2353 members 
Mstep: Class 25 contains 10956 members 
Mstep: Class 26 contains 20225 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 368 members 
Entering Unmasked Estep 
Score: -154600704.000000 Penalty: 101103.531250
Splitting cluster 8 changes total score from -154600624.000000 to -154600704.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 9 (43162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Entering Unmasked Estep 
Score: -5226165.500000 Penalty: 2646.833496
	Iteration 0F: 2 clusters Score -5226166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -5196970.000000 Penalty: 5293.666992
	Iteration 0F: 3 clusters Score -5196970 nChanged 19652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -5208381.500000 Penalty: 5293.666992
	Iteration 1F: 3 clusters Score -5208382 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -5209311.500000 Penalty: 5293.666992
	Iteration 2F: 3 clusters Score -5209312 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -5210425.500000 Penalty: 5293.666992
	Iteration 3F: 3 clusters Score -5210426 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -5211897.500000 Penalty: 5293.666992
	Iteration 4F: 3 clusters Score -5211898 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -5213513.500000 Penalty: 5293.666992
	Iteration 5F: 3 clusters Score -5213514 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -5215094.000000 Penalty: 5293.666992
	Iteration 6F: 3 clusters Score -5215094 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -5216596.500000 Penalty: 5293.666992
	Iteration 7F: 3 clusters Score -5216596 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -5217884.000000 Penalty: 5293.666992
	Iteration 8F: 3 clusters Score -5217884 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -5219007.500000 Penalty: 5293.666992
	Iteration 9Q: 3 clusters Score -5219008 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -5219888.500000 Penalty: 5293.666992
	Iteration 10Q: 3 clusters Score -5219888 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -5220503.500000 Penalty: 5293.666992
	Iteration 11Q: 3 clusters Score -5220504 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -5220911.000000 Penalty: 5293.666992
	Iteration 12Q: 3 clusters Score -5220911 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -5221261.000000 Penalty: 5293.666992
	Iteration 13Q: 3 clusters Score -5221261 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -5221514.500000 Penalty: 5293.666992
	Iteration 14Q: 3 clusters Score -5221514 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -5221719.000000 Penalty: 5293.666992
	Iteration 15Q: 3 clusters Score -5221719 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -5221887.500000 Penalty: 5293.666992
	Iteration 16Q: 3 clusters Score -5221888 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -5222042.000000 Penalty: 5293.666992
	Iteration 17Q: 3 clusters Score -5222042 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -5222222.500000 Penalty: 5293.666992
	Iteration 18Q: 3 clusters Score -5222222 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -5222380.000000 Penalty: 5293.666992
	Iteration 19Q: 3 clusters Score -5222380 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -5222517.500000 Penalty: 5293.666992
	Iteration 20F: 3 clusters Score -5222518 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -5222668.500000 Penalty: 5293.666992
	Iteration 21Q: 3 clusters Score -5222668 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -5222772.000000 Penalty: 5293.666992
	Iteration 22Q: 3 clusters Score -5222772 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -5222889.000000 Penalty: 5293.666992
	Iteration 23Q: 3 clusters Score -5222889 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -5222989.000000 Penalty: 5293.666992
	Iteration 24Q: 3 clusters Score -5222989 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -5223079.500000 Penalty: 5293.666992
	Iteration 25Q: 3 clusters Score -5223080 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -5223191.000000 Penalty: 5293.666992
	Iteration 26Q: 3 clusters Score -5223191 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -5223263.500000 Penalty: 5293.666992
	Iteration 27Q: 3 clusters Score -5223264 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -5223318.000000 Penalty: 5293.666992
	Iteration 28Q: 3 clusters Score -5223318 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -5223373.000000 Penalty: 5293.666992
	Iteration 29Q: 3 clusters Score -5223373 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -5223378.500000 Penalty: 5293.666992
	Iteration 30Q: 3 clusters Score -5223378 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -5223434.000000 Penalty: 5293.666992
	Iteration 31Q: 3 clusters Score -5223434 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -5223467.500000 Penalty: 5293.666992
	Iteration 32Q: 3 clusters Score -5223468 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -5223488.000000 Penalty: 5293.666992
	Iteration 33Q: 3 clusters Score -5223488 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -5223495.000000 Penalty: 5293.666992
	Iteration 34Q: 3 clusters Score -5223495 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -5223535.000000 Penalty: 5293.666992
	Iteration 35Q: 3 clusters Score -5223535 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -5223562.000000 Penalty: 5293.666992
	Iteration 36Q: 3 clusters Score -5223562 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5223568 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -5223603.500000 Penalty: 5293.666992
	Iteration 38Q: 3 clusters Score -5223604 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -5223620.000000 Penalty: 5293.666992
	Iteration 39Q: 3 clusters Score -5223620 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -5223644.500000 Penalty: 5293.666992
	Iteration 40F: 3 clusters Score -5223644 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -5223636.000000 Penalty: 5293.666992
	Iteration 41Q: 3 clusters Score -5223636 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -5223674.500000 Penalty: 5293.666992
	Iteration 42Q: 3 clusters Score -5223674 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -5223692.500000 Penalty: 5293.666992
	Iteration 43Q: 3 clusters Score -5223692 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -5223697.500000 Penalty: 5293.666992
	Iteration 44Q: 3 clusters Score -5223698 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -5223709.500000 Penalty: 5293.666992
	Iteration 45Q: 3 clusters Score -5223710 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -5223727.000000 Penalty: 5293.666992
	Iteration 46Q: 3 clusters Score -5223727 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -5223740.500000 Penalty: 5293.666992
	Iteration 47Q: 3 clusters Score -5223740 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -5223765.500000 Penalty: 5293.666992
	Iteration 48Q: 3 clusters Score -5223766 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -5223777.000000 Penalty: 5293.666992
	Iteration 49Q: 3 clusters Score -5223777 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -5223804.000000 Penalty: 5293.666992
	Iteration 50Q: 3 clusters Score -5223804 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -5223803.000000 Penalty: 5293.666992
	Iteration 51Q: 3 clusters Score -5223803 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -5223788.500000 Penalty: 5293.666992
	Iteration 52Q: 3 clusters Score -5223788 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -5223820.500000 Penalty: 5293.666992
	Iteration 53Q: 3 clusters Score -5223820 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -5223834.500000 Penalty: 5293.666992
	Iteration 54Q: 3 clusters Score -5223834 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -5223872.000000 Penalty: 5293.666992
	Iteration 55Q: 3 clusters Score -5223872 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -5223876.500000 Penalty: 5293.666992
	Iteration 56Q: 3 clusters Score -5223876 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -5223919.500000 Penalty: 5293.666992
	Iteration 57Q: 3 clusters Score -5223920 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -5223934.500000 Penalty: 5293.666992
	Iteration 58Q: 3 clusters Score -5223934 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -5223965.500000 Penalty: 5293.666992
	Iteration 59Q: 3 clusters Score -5223966 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -5223980.000000 Penalty: 5293.666992
	Iteration 60F: 3 clusters Score -5223980 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -5224028.000000 Penalty: 5293.666992
	Iteration 61Q: 3 clusters Score -5224028 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5224067 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -5224097.500000 Penalty: 5293.666992
	Iteration 63Q: 3 clusters Score -5224098 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -5224133.000000 Penalty: 5293.666992
	Iteration 64Q: 3 clusters Score -5224133 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -5224178.000000 Penalty: 5293.666992
	Iteration 65Q: 3 clusters Score -5224178 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -5224199.000000 Penalty: 5293.666992
	Iteration 66Q: 3 clusters Score -5224199 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -5224227.500000 Penalty: 5293.666992
	Iteration 67Q: 3 clusters Score -5224228 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -5224267.500000 Penalty: 5293.666992
	Iteration 68Q: 3 clusters Score -5224268 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -5224288.500000 Penalty: 5293.666992
	Iteration 69Q: 3 clusters Score -5224288 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -5224308.500000 Penalty: 5293.666992
	Iteration 70Q: 3 clusters Score -5224308 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -5224356.500000 Penalty: 5293.666992
	Iteration 71Q: 3 clusters Score -5224356 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -5224387.500000 Penalty: 5293.666992
	Iteration 72Q: 3 clusters Score -5224388 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -5224408.500000 Penalty: 5293.666992
	Iteration 73Q: 3 clusters Score -5224408 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -5224448.500000 Penalty: 5293.666992
	Iteration 74Q: 3 clusters Score -5224448 nChanged 197
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Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -5224481.500000 Penalty: 5293.666992
	Iteration 75Q: 3 clusters Score -5224482 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -5224526.500000 Penalty: 5293.666992
	Iteration 76Q: 3 clusters Score -5224526 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5224526 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -5224567.500000 Penalty: 5293.666992
	Iteration 78Q: 3 clusters Score -5224568 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5224588 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -5224636.000000 Penalty: 5293.666992
	Iteration 80F: 3 clusters Score -5224636 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5224667 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -5224684.500000 Penalty: 5293.666992
	Iteration 82Q: 3 clusters Score -5224684 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -5224721.500000 Penalty: 5293.666992
	Iteration 83Q: 3 clusters Score -5224722 nChanged 139
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Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -5224727.000000 Penalty: 5293.666992
	Iteration 84Q: 3 clusters Score -5224727 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -5224754.500000 Penalty: 5293.666992
	Iteration 85Q: 3 clusters Score -5224754 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -5224779.000000 Penalty: 5293.666992
	Iteration 86Q: 3 clusters Score -5224779 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -5224803.500000 Penalty: 5293.666992
	Iteration 87Q: 3 clusters Score -5224804 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -5224833.000000 Penalty: 5293.666992
	Iteration 88Q: 3 clusters Score -5224833 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -5224869.500000 Penalty: 5293.666992
	Iteration 89Q: 3 clusters Score -5224870 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -5224893.000000 Penalty: 5293.666992
	Iteration 90Q: 3 clusters Score -5224893 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -5224908.000000 Penalty: 5293.666992
	Iteration 91Q: 3 clusters Score -5224908 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -5224943.000000 Penalty: 5293.666992
	Iteration 92Q: 3 clusters Score -5224943 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5224935 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5224966 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -5224995.500000 Penalty: 5293.666992
	Iteration 95Q: 3 clusters Score -5224996 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -5225017.500000 Penalty: 5293.666992
	Iteration 96Q: 3 clusters Score -5225018 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -5225053.000000 Penalty: 5293.666992
	Iteration 97Q: 3 clusters Score -5225053 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -5225078.000000 Penalty: 5293.666992
	Iteration 98Q: 3 clusters Score -5225078 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -5225101.000000 Penalty: 5293.666992
	Iteration 99Q: 3 clusters Score -5225101 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -5225139.500000 Penalty: 5293.666992
	Iteration 100F: 3 clusters Score -5225140 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -5225147.000000 Penalty: 5293.666992
	Iteration 101Q: 3 clusters Score -5225147 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -5225153.500000 Penalty: 5293.666992
	Iteration 102Q: 3 clusters Score -5225154 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -5225207.500000 Penalty: 5293.666992
	Iteration 103Q: 3 clusters Score -5225208 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -5225227.500000 Penalty: 5293.666992
	Iteration 104Q: 3 clusters Score -5225228 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -5225250.000000 Penalty: 5293.666992
	Iteration 105Q: 3 clusters Score -5225250 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -5225270.500000 Penalty: 5293.666992
	Iteration 106Q: 3 clusters Score -5225270 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -5225288.500000 Penalty: 5293.666992
	Iteration 107Q: 3 clusters Score -5225288 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -5225296.000000 Penalty: 5293.666992
	Iteration 108Q: 3 clusters Score -5225296 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -5225305.000000 Penalty: 5293.666992
	Iteration 109Q: 3 clusters Score -5225305 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -5225314.500000 Penalty: 5293.666992
	Iteration 110Q: 3 clusters Score -5225314 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -5225331.000000 Penalty: 5293.666992
	Iteration 111Q: 3 clusters Score -5225331 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -5225336.000000 Penalty: 5293.666992
	Iteration 112Q: 3 clusters Score -5225336 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -5225330.500000 Penalty: 5293.666992
	Iteration 113Q: 3 clusters Score -5225330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -5225343.000000 Penalty: 5293.666992
	Iteration 114Q: 3 clusters Score -5225343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -5225353.000000 Penalty: 5293.666992
	Iteration 115Q: 3 clusters Score -5225353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -5225355.500000 Penalty: 5293.666992
	Iteration 116Q: 3 clusters Score -5225356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -5225368.500000 Penalty: 5293.666992
	Iteration 117Q: 3 clusters Score -5225368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -5225360.000000 Penalty: 5293.666992
	Iteration 118Q: 3 clusters Score -5225360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -5225364.500000 Penalty: 5293.666992
	Iteration 119Q: 3 clusters Score -5225364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -5225366.500000 Penalty: 5293.666992
	Iteration 120F: 3 clusters Score -5225366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -5225366.500000 Penalty: 5293.666992
	Iteration 121Q: 3 clusters Score -5225366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -5225368.000000 Penalty: 5293.666992
	Iteration 122Q: 3 clusters Score -5225368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -5225366.000000 Penalty: 5293.666992
	Iteration 123Q: 3 clusters Score -5225366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -5225366.000000 Penalty: 5293.666992
	Iteration 124F: 3 clusters Score -5225366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Entering Unmasked Estep 
Score: -1146182.750000 Penalty: 2276.712646
	Iteration 0F: 2 clusters Score -1146183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1138623.625000 Penalty: 4553.425293
	Iteration 0F: 3 clusters Score -1138624 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1140859.250000 Penalty: 4553.425293
	Iteration 1F: 3 clusters Score -1140859 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1141340.750000 Penalty: 4553.425293
	Iteration 2F: 3 clusters Score -1141341 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1141861.500000 Penalty: 4553.425293
	Iteration 3F: 3 clusters Score -1141862 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1142422.500000 Penalty: 4553.425293
	Iteration 4F: 3 clusters Score -1142422 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1142979.250000 Penalty: 4553.425293
	Iteration 5F: 3 clusters Score -1142979 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1143512.750000 Penalty: 4553.425293
	Iteration 6F: 3 clusters Score -1143513 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1143932.625000 Penalty: 4553.425293
	Iteration 7F: 3 clusters Score -1143933 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1144204.500000 Penalty: 4553.425293
	Iteration 8Q: 3 clusters Score -1144204 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1144384.250000 Penalty: 4553.425293
	Iteration 9Q: 3 clusters Score -1144384 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1144497.125000 Penalty: 4553.425293
	Iteration 10Q: 3 clusters Score -1144497 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1144581.875000 Penalty: 4553.425293
	Iteration 11Q: 3 clusters Score -1144582 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1144646.000000 Penalty: 4553.425293
	Iteration 12Q: 3 clusters Score -1144646 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1144693.625000 Penalty: 4553.425293
	Iteration 13Q: 3 clusters Score -1144694 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1144730.500000 Penalty: 4553.425293
	Iteration 14Q: 3 clusters Score -1144730 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1144764.750000 Penalty: 4553.425293
	Iteration 15Q: 3 clusters Score -1144765 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1144788.125000 Penalty: 4553.425293
	Iteration 16Q: 3 clusters Score -1144788 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1144816.500000 Penalty: 4553.425293
	Iteration 17Q: 3 clusters Score -1144816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1144832.625000 Penalty: 4553.425293
	Iteration 18Q: 3 clusters Score -1144833 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1144845.500000 Penalty: 4553.425293
	Iteration 19Q: 3 clusters Score -1144846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1144856.375000 Penalty: 4553.425293
	Iteration 20F: 3 clusters Score -1144856 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1144873.375000 Penalty: 4553.425293
	Iteration 21Q: 3 clusters Score -1144873 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1144884.250000 Penalty: 4553.425293
	Iteration 22Q: 3 clusters Score -1144884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1144898.125000 Penalty: 4553.425293
	Iteration 23Q: 3 clusters Score -1144898 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1144920.125000 Penalty: 4553.425293
	Iteration 24Q: 3 clusters Score -1144920 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1144936.125000 Penalty: 4553.425293
	Iteration 25Q: 3 clusters Score -1144936 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1144950.500000 Penalty: 4553.425293
	Iteration 26Q: 3 clusters Score -1144950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1144962.125000 Penalty: 4553.425293
	Iteration 27Q: 3 clusters Score -1144962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1144983.375000 Penalty: 4553.425293
	Iteration 28Q: 3 clusters Score -1144983 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1145006.750000 Penalty: 4553.425293
	Iteration 29Q: 3 clusters Score -1145007 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1145034.375000 Penalty: 4553.425293
	Iteration 30Q: 3 clusters Score -1145034 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1145061.125000 Penalty: 4553.425293
	Iteration 31Q: 3 clusters Score -1145061 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1145096.750000 Penalty: 4553.425293
	Iteration 32Q: 3 clusters Score -1145097 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1145131.000000 Penalty: 4553.425293
	Iteration 33Q: 3 clusters Score -1145131 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1145157.500000 Penalty: 4553.425293
	Iteration 34Q: 3 clusters Score -1145158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1145181.500000 Penalty: 4553.425293
	Iteration 35Q: 3 clusters Score -1145182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1145197.000000 Penalty: 4553.425293
	Iteration 36Q: 3 clusters Score -1145197 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1145215.750000 Penalty: 4553.425293
	Iteration 37Q: 3 clusters Score -1145216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1145229.125000 Penalty: 4553.425293
	Iteration 38Q: 3 clusters Score -1145229 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1145239.750000 Penalty: 4553.425293
	Iteration 39Q: 3 clusters Score -1145240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1145252.375000 Penalty: 4553.425293
	Iteration 40F: 3 clusters Score -1145252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1145255.875000 Penalty: 4553.425293
	Iteration 41Q: 3 clusters Score -1145256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1145266.500000 Penalty: 4553.425293
	Iteration 42Q: 3 clusters Score -1145266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1145273.250000 Penalty: 4553.425293
	Iteration 43Q: 3 clusters Score -1145273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1145277.625000 Penalty: 4553.425293
	Iteration 44Q: 3 clusters Score -1145278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1145281.625000 Penalty: 4553.425293
	Iteration 45Q: 3 clusters Score -1145282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1145285.875000 Penalty: 4553.425293
	Iteration 46Q: 3 clusters Score -1145286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1145285.625000 Penalty: 4553.425293
	Iteration 47Q: 3 clusters Score -1145286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1145288.125000 Penalty: 4553.425293
	Iteration 48Q: 3 clusters Score -1145288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1145288.125000 Penalty: 4553.425293
	Iteration 49F: 3 clusters Score -1145288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Entering Unmasked Estep 
Score: -2189335.750000 Penalty: 2449.608154
	Iteration 0F: 2 clusters Score -2189336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2175551.000000 Penalty: 4899.216309
	Iteration 0F: 3 clusters Score -2175551 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2180157.000000 Penalty: 4899.216309
	Iteration 1F: 3 clusters Score -2180157 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2180626.500000 Penalty: 4899.216309
	Iteration 2F: 3 clusters Score -2180626 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2181193.250000 Penalty: 4899.216309
	Iteration 3F: 3 clusters Score -2181193 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2181942.250000 Penalty: 4899.216309
	Iteration 4F: 3 clusters Score -2181942 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2182902.750000 Penalty: 4899.216309
	Iteration 5F: 3 clusters Score -2182903 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2183928.750000 Penalty: 4899.216309
	Iteration 6F: 3 clusters Score -2183929 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2184838.000000 Penalty: 4899.216309
	Iteration 7F: 3 clusters Score -2184838 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2185526.750000 Penalty: 4899.216309
	Iteration 8F: 3 clusters Score -2185527 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2186027.250000 Penalty: 4899.216309
	Iteration 9Q: 3 clusters Score -2186027 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2186379.250000 Penalty: 4899.216309
	Iteration 10Q: 3 clusters Score -2186379 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2186622.750000 Penalty: 4899.216309
	Iteration 11Q: 3 clusters Score -2186623 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2186793.250000 Penalty: 4899.216309
	Iteration 12Q: 3 clusters Score -2186793 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2186923.250000 Penalty: 4899.216309
	Iteration 13Q: 3 clusters Score -2186923 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2187006.500000 Penalty: 4899.216309
	Iteration 14Q: 3 clusters Score -2187006 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2187056.250000 Penalty: 4899.216309
	Iteration 15Q: 3 clusters Score -2187056 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2187106.750000 Penalty: 4899.216309
	Iteration 16Q: 3 clusters Score -2187107 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2187153.000000 Penalty: 4899.216309
	Iteration 17Q: 3 clusters Score -2187153 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2187190.750000 Penalty: 4899.216309
	Iteration 18Q: 3 clusters Score -2187191 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2187233.750000 Penalty: 4899.216309
	Iteration 19Q: 3 clusters Score -2187234 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2187260.000000 Penalty: 4899.216309
	Iteration 20F: 3 clusters Score -2187260 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2187291.250000 Penalty: 4899.216309
	Iteration 21Q: 3 clusters Score -2187291 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2187323.250000 Penalty: 4899.216309
	Iteration 22Q: 3 clusters Score -2187323 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2187348.000000 Penalty: 4899.216309
	Iteration 23Q: 3 clusters Score -2187348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2187378.000000 Penalty: 4899.216309
	Iteration 24Q: 3 clusters Score -2187378 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2187395.000000 Penalty: 4899.216309
	Iteration 25Q: 3 clusters Score -2187395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2187403.750000 Penalty: 4899.216309
	Iteration 26Q: 3 clusters Score -2187404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2187411.750000 Penalty: 4899.216309
	Iteration 27Q: 3 clusters Score -2187412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2187420.750000 Penalty: 4899.216309
	Iteration 28Q: 3 clusters Score -2187421 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2187432.000000 Penalty: 4899.216309
	Iteration 29Q: 3 clusters Score -2187432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2187441.000000 Penalty: 4899.216309
	Iteration 30Q: 3 clusters Score -2187441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2187446.750000 Penalty: 4899.216309
	Iteration 31Q: 3 clusters Score -2187447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2187450.500000 Penalty: 4899.216309
	Iteration 32Q: 3 clusters Score -2187450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2187458.250000 Penalty: 4899.216309
	Iteration 33Q: 3 clusters Score -2187458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2187466.250000 Penalty: 4899.216309
	Iteration 34Q: 3 clusters Score -2187466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2187480.000000 Penalty: 4899.216309
	Iteration 35Q: 3 clusters Score -2187480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2187493.000000 Penalty: 4899.216309
	Iteration 36Q: 3 clusters Score -2187493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2187504.000000 Penalty: 4899.216309
	Iteration 37Q: 3 clusters Score -2187504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2187507.000000 Penalty: 4899.216309
	Iteration 38Q: 3 clusters Score -2187507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2187513.250000 Penalty: 4899.216309
	Iteration 39Q: 3 clusters Score -2187513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2187520.750000 Penalty: 4899.216309
	Iteration 40F: 3 clusters Score -2187521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2187528.250000 Penalty: 4899.216309
	Iteration 41Q: 3 clusters Score -2187528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2187527.000000 Penalty: 4899.216309
	Iteration 42Q: 3 clusters Score -2187527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2187537.250000 Penalty: 4899.216309
	Iteration 43Q: 3 clusters Score -2187537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2187536.250000 Penalty: 4899.216309
	Iteration 44Q: 3 clusters Score -2187536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2187539.750000 Penalty: 4899.216309
	Iteration 45Q: 3 clusters Score -2187540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2187540.000000 Penalty: 4899.216309
	Iteration 46Q: 3 clusters Score -2187540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2187541.000000 Penalty: 4899.216309
	Iteration 47Q: 3 clusters Score -2187541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2187547.250000 Penalty: 4899.216309
	Iteration 48Q: 3 clusters Score -2187547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2187549.250000 Penalty: 4899.216309
	Iteration 49Q: 3 clusters Score -2187549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2187549.250000 Penalty: 4899.216309
	Iteration 50Q: 3 clusters Score -2187549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2187557.000000 Penalty: 4899.216309
	Iteration 51Q: 3 clusters Score -2187557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2187557.750000 Penalty: 4899.216309
	Iteration 52Q: 3 clusters Score -2187558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2187561.000000 Penalty: 4899.216309
	Iteration 53Q: 3 clusters Score -2187561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2187566.250000 Penalty: 4899.216309
	Iteration 54Q: 3 clusters Score -2187566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2187564.750000 Penalty: 4899.216309
	Iteration 55Q: 3 clusters Score -2187565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2187565.250000 Penalty: 4899.216309
	Iteration 56Q: 3 clusters Score -2187565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2187565.250000 Penalty: 4899.216309
	Iteration 57F: 3 clusters Score -2187565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (83993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83993 members 
Entering Unmasked Estep 
Score: -10171718.000000 Penalty: 2811.945068
	Iteration 0F: 2 clusters Score -1.017172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -10115170.000000 Penalty: 5623.890137
	Iteration 0F: 3 clusters Score -1.011517e+07 nChanged 39649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -10138491.000000 Penalty: 5623.890137
	Iteration 1F: 3 clusters Score -1.013849e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -10139953.000000 Penalty: 5623.890137
	Iteration 2Q: 3 clusters Score -1.013995e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -10142139.000000 Penalty: 5623.890137
	Iteration 3F: 3 clusters Score -1.014214e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -10145795.000000 Penalty: 5623.890137
	Iteration 4F: 3 clusters Score -1.01458e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63902 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -10151024.000000 Penalty: 5623.890137
	Iteration 5F: 3 clusters Score -1.015102e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70513 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -10157140.000000 Penalty: 5623.890137
	Iteration 6F: 3 clusters Score -1.015714e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76152 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -10162588.000000 Penalty: 5623.890137
	Iteration 7F: 3 clusters Score -1.016259e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79822 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -10166176.000000 Penalty: 5623.890137
	Iteration 8Q: 3 clusters Score -1.016618e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81641 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -10167938.000000 Penalty: 5623.890137
	Iteration 9Q: 3 clusters Score -1.016794e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82406 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -10168703.000000 Penalty: 5623.890137
	Iteration 10Q: 3 clusters Score -1.01687e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82715 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -10169089.000000 Penalty: 5623.890137
	Iteration 11Q: 3 clusters Score -1.016909e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82840 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -10169356.000000 Penalty: 5623.890137
	Iteration 12Q: 3 clusters Score -1.016936e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82886 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -10169549.000000 Penalty: 5623.890137
	Iteration 13Q: 3 clusters Score -1.016955e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82909 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -10169702.000000 Penalty: 5623.890137
	Iteration 14Q: 3 clusters Score -1.01697e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82916 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -10169783.000000 Penalty: 5623.890137
	Iteration 15Q: 3 clusters Score -1.016978e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82909 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -10169814.000000 Penalty: 5623.890137
	Iteration 16Q: 3 clusters Score -1.016981e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82913 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -10169834.000000 Penalty: 5623.890137
	Iteration 17Q: 3 clusters Score -1.016983e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -10169862.000000 Penalty: 5623.890137
	Iteration 18Q: 3 clusters Score -1.016986e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82906 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -10169869.000000 Penalty: 5623.890137
	Iteration 19Q: 3 clusters Score -1.016987e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82904 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -10169886.000000 Penalty: 5623.890137
	Iteration 20F: 3 clusters Score -1.016989e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -10169922.000000 Penalty: 5623.890137
	Iteration 21Q: 3 clusters Score -1.016992e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82883 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -10169929.000000 Penalty: 5623.890137
	Iteration 22Q: 3 clusters Score -1.016993e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82874 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -10169933.000000 Penalty: 5623.890137
	Iteration 23Q: 3 clusters Score -1.016993e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82866 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -10169939.000000 Penalty: 5623.890137
	Iteration 24Q: 3 clusters Score -1.016994e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82855 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10169972.000000 Penalty: 5623.890137
	Iteration 25Q: 3 clusters Score -1.016997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82852 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -10169971.000000 Penalty: 5623.890137
	Iteration 26Q: 3 clusters Score -1.016997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82855 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10169990.000000 Penalty: 5623.890137
	Iteration 27Q: 3 clusters Score -1.016999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82851 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -10169997.000000 Penalty: 5623.890137
	Iteration 28Q: 3 clusters Score -1.017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82850 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -10170000.000000 Penalty: 5623.890137
	Iteration 29Q: 3 clusters Score -1.017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82855 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10170002.000000 Penalty: 5623.890137
	Iteration 30Q: 3 clusters Score -1.017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82857 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -10170003.000000 Penalty: 5623.890137
	Iteration 31Q: 3 clusters Score -1.017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82860 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -10169988.000000 Penalty: 5623.890137
	Iteration 32Q: 3 clusters Score -1.016999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82861 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -10170000.000000 Penalty: 5623.890137
	Iteration 33Q: 3 clusters Score -1.017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82861 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -10169996.000000 Penalty: 5623.890137
	Iteration 34Q: 3 clusters Score -1.017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82863 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -10170001.000000 Penalty: 5623.890137
	Iteration 35Q: 3 clusters Score -1.017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82866 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -10170004.000000 Penalty: 5623.890137
	Iteration 36Q: 3 clusters Score -1.017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82865 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -10170001.000000 Penalty: 5623.890137
	Iteration 37Q: 3 clusters Score -1.017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82865 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -10169995.000000 Penalty: 5623.890137
	Iteration 38Q: 3 clusters Score -1.017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82865 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -10169995.000000 Penalty: 5623.890137
	Iteration 39F: 3 clusters Score -1.017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Entering Unmasked Estep 
Score: -1015008.812500 Penalty: 2262.432129
	Iteration 0F: 2 clusters Score -1015009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1007929.750000 Penalty: 4524.864258
	Iteration 0F: 3 clusters Score -1007930 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1009873.125000 Penalty: 4524.864258
	Iteration 1F: 3 clusters Score -1009873 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1010235.375000 Penalty: 4524.864258
	Iteration 2F: 3 clusters Score -1010235 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1010527.312500 Penalty: 4524.864258
	Iteration 3F: 3 clusters Score -1010527 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1010791.312500 Penalty: 4524.864258
	Iteration 4F: 3 clusters Score -1010791 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1011006.562500 Penalty: 4524.864258
	Iteration 5Q: 3 clusters Score -1011007 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1011210.312500 Penalty: 4524.864258
	Iteration 6Q: 3 clusters Score -1011210 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1011387.187500 Penalty: 4524.864258
	Iteration 7Q: 3 clusters Score -1011387 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1011526.500000 Penalty: 4524.864258
	Iteration 8Q: 3 clusters Score -1011526 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1011649.750000 Penalty: 4524.864258
	Iteration 9Q: 3 clusters Score -1011650 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1011755.375000 Penalty: 4524.864258
	Iteration 10Q: 3 clusters Score -1011755 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1011847.375000 Penalty: 4524.864258
	Iteration 11Q: 3 clusters Score -1011847 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1011930.437500 Penalty: 4524.864258
	Iteration 12Q: 3 clusters Score -1011930 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1011998.625000 Penalty: 4524.864258
	Iteration 13Q: 3 clusters Score -1011999 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1012074.875000 Penalty: 4524.864258
	Iteration 14Q: 3 clusters Score -1012075 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1012149.812500 Penalty: 4524.864258
	Iteration 15Q: 3 clusters Score -1012150 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1012220.625000 Penalty: 4524.864258
	Iteration 16Q: 3 clusters Score -1012221 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1012280.812500 Penalty: 4524.864258
	Iteration 17Q: 3 clusters Score -1012281 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1012324.750000 Penalty: 4524.864258
	Iteration 18Q: 3 clusters Score -1012325 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1012352.000000 Penalty: 4524.864258
	Iteration 19Q: 3 clusters Score -1012352 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1012373.875000 Penalty: 4524.864258
	Iteration 20F: 3 clusters Score -1012374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1012389.625000 Penalty: 4524.864258
	Iteration 21Q: 3 clusters Score -1012390 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1012405.562500 Penalty: 4524.864258
	Iteration 22Q: 3 clusters Score -1012406 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1012416.250000 Penalty: 4524.864258
	Iteration 23Q: 3 clusters Score -1012416 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1012432.375000 Penalty: 4524.864258
	Iteration 24Q: 3 clusters Score -1012432 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1012443.937500 Penalty: 4524.864258
	Iteration 25Q: 3 clusters Score -1012444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1012456.750000 Penalty: 4524.864258
	Iteration 26Q: 3 clusters Score -1012457 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1012469.312500 Penalty: 4524.864258
	Iteration 27Q: 3 clusters Score -1012469 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1012487.000000 Penalty: 4524.864258
	Iteration 28Q: 3 clusters Score -1012487 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1012501.500000 Penalty: 4524.864258
	Iteration 29Q: 3 clusters Score -1012502 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1012520.812500 Penalty: 4524.864258
	Iteration 30Q: 3 clusters Score -1012521 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1012535.875000 Penalty: 4524.864258
	Iteration 31Q: 3 clusters Score -1012536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1012547.875000 Penalty: 4524.864258
	Iteration 32Q: 3 clusters Score -1012548 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1012562.250000 Penalty: 4524.864258
	Iteration 33Q: 3 clusters Score -1012562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1012573.062500 Penalty: 4524.864258
	Iteration 34Q: 3 clusters Score -1012573 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1012575.437500 Penalty: 4524.864258
	Iteration 35Q: 3 clusters Score -1012575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1012577.875000 Penalty: 4524.864258
	Iteration 36Q: 3 clusters Score -1012578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1012583.437500 Penalty: 4524.864258
	Iteration 37Q: 3 clusters Score -1012583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1012588.625000 Penalty: 4524.864258
	Iteration 38Q: 3 clusters Score -1012589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1012593.750000 Penalty: 4524.864258
	Iteration 39Q: 3 clusters Score -1012594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1012595.062500 Penalty: 4524.864258
	Iteration 40F: 3 clusters Score -1012595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1012597.937500 Penalty: 4524.864258
	Iteration 41Q: 3 clusters Score -1012598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1012601.250000 Penalty: 4524.864258
	Iteration 42Q: 3 clusters Score -1012601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1012602.250000 Penalty: 4524.864258
	Iteration 43Q: 3 clusters Score -1012602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1012605.562500 Penalty: 4524.864258
	Iteration 44Q: 3 clusters Score -1012606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1012606.375000 Penalty: 4524.864258
	Iteration 45Q: 3 clusters Score -1012606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1012608.437500 Penalty: 4524.864258
	Iteration 46Q: 3 clusters Score -1012608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1012610.437500 Penalty: 4524.864258
	Iteration 47Q: 3 clusters Score -1012610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1012611.750000 Penalty: 4524.864258
	Iteration 48Q: 3 clusters Score -1012612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1012612.437500 Penalty: 4524.864258
	Iteration 49Q: 3 clusters Score -1012612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1012615.750000 Penalty: 4524.864258
	Iteration 50Q: 3 clusters Score -1012616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1012617.562500 Penalty: 4524.864258
	Iteration 51Q: 3 clusters Score -1012618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1012614.625000 Penalty: 4524.864258
	Iteration 52Q: 3 clusters Score -1012615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1012620.687500 Penalty: 4524.864258
	Iteration 53Q: 3 clusters Score -1012621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1012622.000000 Penalty: 4524.864258
	Iteration 54Q: 3 clusters Score -1012622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1012622.062500 Penalty: 4524.864258
	Iteration 55Q: 3 clusters Score -1012622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1012623.500000 Penalty: 4524.864258
	Iteration 56Q: 3 clusters Score -1012624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1012623.812500 Penalty: 4524.864258
	Iteration 57Q: 3 clusters Score -1012624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1012624.187500 Penalty: 4524.864258
	Iteration 58Q: 3 clusters Score -1012624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1012626.625000 Penalty: 4524.864258
	Iteration 59Q: 3 clusters Score -1012627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1012627.187500 Penalty: 4524.864258
	Iteration 60F: 3 clusters Score -1012627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1012630.187500 Penalty: 4524.864258
	Iteration 61Q: 3 clusters Score -1012630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1012629.562500 Penalty: 4524.864258
	Iteration 62Q: 3 clusters Score -1012630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1012632.375000 Penalty: 4524.864258
	Iteration 63Q: 3 clusters Score -1012632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1012631.937500 Penalty: 4524.864258
	Iteration 64Q: 3 clusters Score -1012632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1012631.625000 Penalty: 4524.864258
	Iteration 65Q: 3 clusters Score -1012632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1012633.812500 Penalty: 4524.864258
	Iteration 66Q: 3 clusters Score -1012634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1012633.937500 Penalty: 4524.864258
	Iteration 67Q: 3 clusters Score -1012634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1012633.375000 Penalty: 4524.864258
	Iteration 68Q: 3 clusters Score -1012633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1012633.062500 Penalty: 4524.864258
	Iteration 69Q: 3 clusters Score -1012633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1012633.687500 Penalty: 4524.864258
	Iteration 70Q: 3 clusters Score -1012634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1012633.687500 Penalty: 4524.864258
	Iteration 71F: 3 clusters Score -1012634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Entering Unmasked Estep 
Score: -5304792.500000 Penalty: 2641.296387
	Iteration 0F: 2 clusters Score -5304792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -5276294.500000 Penalty: 5282.592773
	Iteration 0F: 3 clusters Score -5276294 nChanged 19296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -5287006.500000 Penalty: 5282.592773
	Iteration 1F: 3 clusters Score -5287006 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -5287619.500000 Penalty: 5282.592773
	Iteration 2Q: 3 clusters Score -5287620 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -5288396.000000 Penalty: 5282.592773
	Iteration 3Q: 3 clusters Score -5288396 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -5289326.000000 Penalty: 5282.592773
	Iteration 4Q: 3 clusters Score -5289326 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -5290665.500000 Penalty: 5282.592773
	Iteration 5F: 3 clusters Score -5290666 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -5292459.500000 Penalty: 5282.592773
	Iteration 6F: 3 clusters Score -5292460 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -5294666.500000 Penalty: 5282.592773
	Iteration 7F: 3 clusters Score -5294666 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -5297199.000000 Penalty: 5282.592773
	Iteration 8F: 3 clusters Score -5297199 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -5299424.500000 Penalty: 5282.592773
	Iteration 9F: 3 clusters Score -5299424 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5300859.500000 Penalty: 5282.592773
	Iteration 10Q: 3 clusters Score -5300860 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5301655.000000 Penalty: 5282.592773
	Iteration 11Q: 3 clusters Score -5301655 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5302096.500000 Penalty: 5282.592773
	Iteration 12Q: 3 clusters Score -5302096 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5302299.500000 Penalty: 5282.592773
	Iteration 13Q: 3 clusters Score -5302300 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5302397.000000 Penalty: 5282.592773
	Iteration 14Q: 3 clusters Score -5302397 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5302464.000000 Penalty: 5282.592773
	Iteration 15Q: 3 clusters Score -5302464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5302505.500000 Penalty: 5282.592773
	Iteration 16Q: 3 clusters Score -5302506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5302522.500000 Penalty: 5282.592773
	Iteration 17Q: 3 clusters Score -5302522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5302541.000000 Penalty: 5282.592773
	Iteration 18Q: 3 clusters Score -5302541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5302552.500000 Penalty: 5282.592773
	Iteration 19Q: 3 clusters Score -5302552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5302571.000000 Penalty: 5282.592773
	Iteration 20F: 3 clusters Score -5302571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5302578.000000 Penalty: 5282.592773
	Iteration 21Q: 3 clusters Score -5302578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5302585.000000 Penalty: 5282.592773
	Iteration 22Q: 3 clusters Score -5302585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5302604.500000 Penalty: 5282.592773
	Iteration 23Q: 3 clusters Score -5302604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5302610.000000 Penalty: 5282.592773
	Iteration 24Q: 3 clusters Score -5302610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5302614.000000 Penalty: 5282.592773
	Iteration 25Q: 3 clusters Score -5302614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5302615.000000 Penalty: 5282.592773
	Iteration 26Q: 3 clusters Score -5302615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5302613.500000 Penalty: 5282.592773
	Iteration 27Q: 3 clusters Score -5302614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5302618.500000 Penalty: 5282.592773
	Iteration 28Q: 3 clusters Score -5302618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5302620.500000 Penalty: 5282.592773
	Iteration 29Q: 3 clusters Score -5302620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5302620.500000 Penalty: 5282.592773
	Iteration 30F: 3 clusters Score -5302620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Entering Unmasked Estep 
Score: -362465.406250 Penalty: 2037.321655
	Iteration 0F: 2 clusters Score -362465.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -358808.500000 Penalty: 4074.643311
	Iteration 0F: 3 clusters Score -358808.5 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -359756.281250 Penalty: 4074.643311
	Iteration 1F: 3 clusters Score -359756.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -359983.156250 Penalty: 4074.643311
	Iteration 2F: 3 clusters Score -359983.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -360153.531250 Penalty: 4074.643311
	Iteration 3F: 3 clusters Score -360153.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -360352.000000 Penalty: 4074.643311
	Iteration 4Q: 3 clusters Score -360352 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -360532.875000 Penalty: 4074.643311
	Iteration 5Q: 3 clusters Score -360532.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -360714.218750 Penalty: 4074.643311
	Iteration 6F: 3 clusters Score -360714.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -360909.906250 Penalty: 4074.643311
	Iteration 7Q: 3 clusters Score -360909.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -361110.750000 Penalty: 4074.643311
	Iteration 8F: 3 clusters Score -361110.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -361301.750000 Penalty: 4074.643311
	Iteration 9Q: 3 clusters Score -361301.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -361448.343750 Penalty: 4074.643311
	Iteration 10Q: 3 clusters Score -361448.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -361591.250000 Penalty: 4074.643311
	Iteration 11Q: 3 clusters Score -361591.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -361719.968750 Penalty: 4074.643311
	Iteration 12Q: 3 clusters Score -361720 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -361821.375000 Penalty: 4074.643311
	Iteration 13Q: 3 clusters Score -361821.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -361899.656250 Penalty: 4074.643311
	Iteration 14Q: 3 clusters Score -361899.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -361969.312500 Penalty: 4074.643311
	Iteration 15Q: 3 clusters Score -361969.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -362009.312500 Penalty: 4074.643311
	Iteration 16Q: 3 clusters Score -362009.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -362033.156250 Penalty: 4074.643311
	Iteration 17Q: 3 clusters Score -362033.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -362052.125000 Penalty: 4074.643311
	Iteration 18Q: 3 clusters Score -362052.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -362065.906250 Penalty: 4074.643311
	Iteration 19Q: 3 clusters Score -362065.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -362075.437500 Penalty: 4074.643311
	Iteration 20F: 3 clusters Score -362075.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -362080.156250 Penalty: 4074.643311
	Iteration 21Q: 3 clusters Score -362080.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -362084.437500 Penalty: 4074.643311
	Iteration 22Q: 3 clusters Score -362084.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -362085.968750 Penalty: 4074.643311
	Iteration 23Q: 3 clusters Score -362086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -362087.781250 Penalty: 4074.643311
	Iteration 24Q: 3 clusters Score -362087.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -362090.500000 Penalty: 4074.643311
	Iteration 25Q: 3 clusters Score -362090.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -362094.093750 Penalty: 4074.643311
	Iteration 26Q: 3 clusters Score -362094.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -362095.406250 Penalty: 4074.643311
	Iteration 27Q: 3 clusters Score -362095.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -362095.406250 Penalty: 4074.643311
	Iteration 28F: 3 clusters Score -362095.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (238257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238257 members 
Entering Unmasked Estep 
Score: -29543052.000000 Penalty: 3070.514160
	Iteration 0F: 2 clusters Score -2.954305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119587 members 
Mstep: Class 2 contains 118670 members 
Entering Unmasked Estep 
Score: -29387020.000000 Penalty: 6141.028320
	Iteration 0F: 3 clusters Score -2.938702e+07 nChanged 115131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126474 members 
Mstep: Class 2 contains 111783 members 
Entering Unmasked Estep 
Score: -29455052.000000 Penalty: 6141.028320
	Iteration 1F: 3 clusters Score -2.945505e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131045 members 
Mstep: Class 2 contains 107212 members 
Entering Unmasked Estep 
Score: -29457292.000000 Penalty: 6141.028320
	Iteration 2Q: 3 clusters Score -2.945729e+07 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138498 members 
Mstep: Class 2 contains 99759 members 
Entering Unmasked Estep 
Score: -29460592.000000 Penalty: 6141.028320
	Iteration 3Q: 3 clusters Score -2.946059e+07 nChanged 13061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150083 members 
Mstep: Class 2 contains 88174 members 
Entering Unmasked Estep 
Score: -29467450.000000 Penalty: 6141.028320
	Iteration 4F: 3 clusters Score -2.946745e+07 nChanged 17780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166693 members 
Mstep: Class 2 contains 71564 members 
Entering Unmasked Estep 
Score: -29479764.000000 Penalty: 6141.028320
	Iteration 5F: 3 clusters Score -2.947976e+07 nChanged 21772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187597 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -29498936.000000 Penalty: 6141.028320
	Iteration 6F: 3 clusters Score -2.949894e+07 nChanged 20945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207936 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -29519582.000000 Penalty: 6141.028320
	Iteration 7F: 3 clusters Score -2.951958e+07 nChanged 14171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221695 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -29533024.000000 Penalty: 6141.028320
	Iteration 8F: 3 clusters Score -2.953302e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228240 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -29539274.000000 Penalty: 6141.028320
	Iteration 9Q: 3 clusters Score -2.953927e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230765 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -29541442.000000 Penalty: 6141.028320
	Iteration 10Q: 3 clusters Score -2.954144e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231880 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -29542320.000000 Penalty: 6141.028320
	Iteration 11Q: 3 clusters Score -2.954232e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232575 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -29542692.000000 Penalty: 6141.028320
	Iteration 12Q: 3 clusters Score -2.954269e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233062 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -29542864.000000 Penalty: 6141.028320
	Iteration 13Q: 3 clusters Score -2.954286e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233412 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -29542896.000000 Penalty: 6141.028320
	Iteration 14Q: 3 clusters Score -2.95429e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233672 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -29542802.000000 Penalty: 6141.028320
	Iteration 15Q: 3 clusters Score -2.95428e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233858 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -29542846.000000 Penalty: 6141.028320
	Iteration 16Q: 3 clusters Score -2.954285e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233991 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -29542796.000000 Penalty: 6141.028320
	Iteration 17Q: 3 clusters Score -2.95428e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234102 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -29542782.000000 Penalty: 6141.028320
	Iteration 18Q: 3 clusters Score -2.954278e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234185 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -29542814.000000 Penalty: 6141.028320
	Iteration 19Q: 3 clusters Score -2.954281e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234244 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -29542828.000000 Penalty: 6141.028320
	Iteration 20F: 3 clusters Score -2.954283e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234296 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -29542804.000000 Penalty: 6141.028320
	Iteration 21Q: 3 clusters Score -2.95428e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234346 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -29542806.000000 Penalty: 6141.028320
	Iteration 22Q: 3 clusters Score -2.954281e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234396 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -29542766.000000 Penalty: 6141.028320
	Iteration 23Q: 3 clusters Score -2.954277e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234441 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -29542776.000000 Penalty: 6141.028320
	Iteration 24Q: 3 clusters Score -2.954278e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234483 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -29542774.000000 Penalty: 6141.028320
	Iteration 25Q: 3 clusters Score -2.954277e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234525 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -29542790.000000 Penalty: 6141.028320
	Iteration 26Q: 3 clusters Score -2.954279e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234557 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -29542770.000000 Penalty: 6141.028320
	Iteration 27Q: 3 clusters Score -2.954277e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234589 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -29542812.000000 Penalty: 6141.028320
	Iteration 28Q: 3 clusters Score -2.954281e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234620 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -29542826.000000 Penalty: 6141.028320
	Iteration 29Q: 3 clusters Score -2.954283e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234653 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -29542788.000000 Penalty: 6141.028320
	Iteration 30Q: 3 clusters Score -2.954279e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234678 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -29542784.000000 Penalty: 6141.028320
	Iteration 31Q: 3 clusters Score -2.954278e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234700 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -29542770.000000 Penalty: 6141.028320
	Iteration 32Q: 3 clusters Score -2.954277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234711 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -29542776.000000 Penalty: 6141.028320
	Iteration 33Q: 3 clusters Score -2.954278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234720 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -29542782.000000 Penalty: 6141.028320
	Iteration 34Q: 3 clusters Score -2.954278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234731 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -29542768.000000 Penalty: 6141.028320
	Iteration 35Q: 3 clusters Score -2.954277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234740 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -29542780.000000 Penalty: 6141.028320
	Iteration 36Q: 3 clusters Score -2.954278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234751 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -29542770.000000 Penalty: 6141.028320
	Iteration 37Q: 3 clusters Score -2.954277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234758 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -29542778.000000 Penalty: 6141.028320
	Iteration 38Q: 3 clusters Score -2.954278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234765 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -29542776.000000 Penalty: 6141.028320
	Iteration 39Q: 3 clusters Score -2.954278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234774 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -29542778.000000 Penalty: 6141.028320
	Iteration 40F: 3 clusters Score -2.954278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234783 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -29542776.000000 Penalty: 6141.028320
	Iteration 41Q: 3 clusters Score -2.954278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234789 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -29542756.000000 Penalty: 6141.028320
	Iteration 42Q: 3 clusters Score -2.954276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234795 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -29542776.000000 Penalty: 6141.028320
	Iteration 43Q: 3 clusters Score -2.954278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234803 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -29542752.000000 Penalty: 6141.028320
	Iteration 44Q: 3 clusters Score -2.954275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234809 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -29542750.000000 Penalty: 6141.028320
	Iteration 45Q: 3 clusters Score -2.954275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234812 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -29542766.000000 Penalty: 6141.028320
	Iteration 46Q: 3 clusters Score -2.954277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234815 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -29542754.000000 Penalty: 6141.028320
	Iteration 47Q: 3 clusters Score -2.954275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234819 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -29542756.000000 Penalty: 6141.028320
	Iteration 48Q: 3 clusters Score -2.954276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234819 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -29542752.000000 Penalty: 6141.028320
	Iteration 49Q: 3 clusters Score -2.954275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234823 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -29542754.000000 Penalty: 6141.028320
	Iteration 50Q: 3 clusters Score -2.954275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234824 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -29542762.000000 Penalty: 6141.028320
	Iteration 51Q: 3 clusters Score -2.954276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234825 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -29542760.000000 Penalty: 6141.028320
	Iteration 52Q: 3 clusters Score -2.954276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234826 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -29542768.000000 Penalty: 6141.028320
	Iteration 53Q: 3 clusters Score -2.954277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234827 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -29542774.000000 Penalty: 6141.028320
	Iteration 54Q: 3 clusters Score -2.954277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234829 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -29542772.000000 Penalty: 6141.028320
	Iteration 55Q: 3 clusters Score -2.954277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234830 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -29542778.000000 Penalty: 6141.028320
	Iteration 56Q: 3 clusters Score -2.954278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234831 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -29542778.000000 Penalty: 6141.028320
	Iteration 57Q: 3 clusters Score -2.954278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234833 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -29542788.000000 Penalty: 6141.028320
	Iteration 58Q: 3 clusters Score -2.954279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234834 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -29542788.000000 Penalty: 6141.028320
	Iteration 59Q: 3 clusters Score -2.954279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234837 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -29542782.000000 Penalty: 6141.028320
	Iteration 60F: 3 clusters Score -2.954278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234838 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -29542776.000000 Penalty: 6141.028320
	Iteration 61Q: 3 clusters Score -2.954278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234841 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -29542784.000000 Penalty: 6141.028320
	Iteration 62Q: 3 clusters Score -2.954278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234842 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -29542784.000000 Penalty: 6141.028320
	Iteration 63Q: 3 clusters Score -2.954278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234842 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -29542784.000000 Penalty: 6141.028320
	Iteration 64F: 3 clusters Score -2.954278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (240454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240454 members 
Entering Unmasked Estep 
Score: -30020482.000000 Penalty: 3072.790527
	Iteration 0F: 2 clusters Score -3.002048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119743 members 
Mstep: Class 2 contains 120711 members 
Entering Unmasked Estep 
Score: -29867200.000000 Penalty: 6145.581055
	Iteration 0F: 3 clusters Score -2.98672e+07 nChanged 116036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110793 members 
Mstep: Class 2 contains 129661 members 
Entering Unmasked Estep 
Score: -29936246.000000 Penalty: 6145.581055
	Iteration 1F: 3 clusters Score -2.993625e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105741 members 
Mstep: Class 2 contains 134713 members 
Entering Unmasked Estep 
Score: -29938156.000000 Penalty: 6145.581055
	Iteration 2Q: 3 clusters Score -2.993816e+07 nChanged 8913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98014 members 
Mstep: Class 2 contains 142440 members 
Entering Unmasked Estep 
Score: -29941474.000000 Penalty: 6145.581055
	Iteration 3Q: 3 clusters Score -2.994147e+07 nChanged 12154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86324 members 
Mstep: Class 2 contains 154130 members 
Entering Unmasked Estep 
Score: -29947810.000000 Penalty: 6145.581055
	Iteration 4F: 3 clusters Score -2.994781e+07 nChanged 16205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 170239 members 
Entering Unmasked Estep 
Score: -29958676.000000 Penalty: 6145.581055
	Iteration 5F: 3 clusters Score -2.995868e+07 nChanged 20183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 190388 members 
Entering Unmasked Estep 
Score: -29974440.000000 Penalty: 6145.581055
	Iteration 6F: 3 clusters Score -2.997444e+07 nChanged 19983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 210355 members 
Entering Unmasked Estep 
Score: -29991470.000000 Penalty: 6145.581055
	Iteration 7F: 3 clusters Score -2.999147e+07 nChanged 14720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 225065 members 
Entering Unmasked Estep 
Score: -30004254.000000 Penalty: 6145.581055
	Iteration 8F: 3 clusters Score -3.000425e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 233316 members 
Entering Unmasked Estep 
Score: -30011632.000000 Penalty: 6145.581055
	Iteration 9Q: 3 clusters Score -3.001163e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 237228 members 
Entering Unmasked Estep 
Score: -30014846.000000 Penalty: 6145.581055
	Iteration 10Q: 3 clusters Score -3.001485e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 238892 members 
Entering Unmasked Estep 
Score: -30016360.000000 Penalty: 6145.581055
	Iteration 11Q: 3 clusters Score -3.001636e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 239538 members 
Entering Unmasked Estep 
Score: -30017050.000000 Penalty: 6145.581055
	Iteration 12Q: 3 clusters Score -3.001705e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 239801 members 
Entering Unmasked Estep 
Score: -30017306.000000 Penalty: 6145.581055
	Iteration 13Q: 3 clusters Score -3.001731e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 239910 members 
Entering Unmasked Estep 
Score: -30017442.000000 Penalty: 6145.581055
	Iteration 14Q: 3 clusters Score -3.001744e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 239970 members 
Entering Unmasked Estep 
Score: -30017514.000000 Penalty: 6145.581055
	Iteration 15Q: 3 clusters Score -3.001751e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 239996 members 
Entering Unmasked Estep 
Score: -30017550.000000 Penalty: 6145.581055
	Iteration 16Q: 3 clusters Score -3.001755e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 240015 members 
Entering Unmasked Estep 
Score: -30017576.000000 Penalty: 6145.581055
	Iteration 17Q: 3 clusters Score -3.001758e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 240034 members 
Entering Unmasked Estep 
Score: -30017624.000000 Penalty: 6145.581055
	Iteration 18Q: 3 clusters Score -3.001762e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 240058 members 
Entering Unmasked Estep 
Score: -30017674.000000 Penalty: 6145.581055
	Iteration 19Q: 3 clusters Score -3.001767e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 240077 members 
Entering Unmasked Estep 
Score: -30017676.000000 Penalty: 6145.581055
	Iteration 20F: 3 clusters Score -3.001768e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 240085 members 
Entering Unmasked Estep 
Score: -30017696.000000 Penalty: 6145.581055
	Iteration 21Q: 3 clusters Score -3.00177e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 240097 members 
Entering Unmasked Estep 
Score: -30017736.000000 Penalty: 6145.581055
	Iteration 22Q: 3 clusters Score -3.001774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 240095 members 
Entering Unmasked Estep 
Score: -30017728.000000 Penalty: 6145.581055
	Iteration 23Q: 3 clusters Score -3.001773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 240095 members 
Entering Unmasked Estep 
Score: -30017750.000000 Penalty: 6145.581055
	Iteration 24Q: 3 clusters Score -3.001775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 240099 members 
Entering Unmasked Estep 
Score: -30017758.000000 Penalty: 6145.581055
	Iteration 25Q: 3 clusters Score -3.001776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 240104 members 
Entering Unmasked Estep 
Score: -30017760.000000 Penalty: 6145.581055
	Iteration 26Q: 3 clusters Score -3.001776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 240106 members 
Entering Unmasked Estep 
Score: -30017752.000000 Penalty: 6145.581055
	Iteration 27Q: 3 clusters Score -3.001775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 240107 members 
Entering Unmasked Estep 
Score: -30017756.000000 Penalty: 6145.581055
	Iteration 28Q: 3 clusters Score -3.001776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 240107 members 
Entering Unmasked Estep 
Score: -30017756.000000 Penalty: 6145.581055
	Iteration 29F: 3 clusters Score -3.001776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Entering Unmasked Estep 
Score: -1942342.250000 Penalty: 2404.707520
	Iteration 0F: 2 clusters Score -1942342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1930736.625000 Penalty: 4809.415039
	Iteration 0F: 3 clusters Score -1930737 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1934531.500000 Penalty: 4809.415039
	Iteration 1F: 3 clusters Score -1934532 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1935048.750000 Penalty: 4809.415039
	Iteration 2F: 3 clusters Score -1935049 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1935480.625000 Penalty: 4809.415039
	Iteration 3F: 3 clusters Score -1935481 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1935957.375000 Penalty: 4809.415039
	Iteration 4F: 3 clusters Score -1935957 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1936425.250000 Penalty: 4809.415039
	Iteration 5F: 3 clusters Score -1936425 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1936907.625000 Penalty: 4809.415039
	Iteration 6F: 3 clusters Score -1936908 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1937429.125000 Penalty: 4809.415039
	Iteration 7Q: 3 clusters Score -1937429 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1938019.875000 Penalty: 4809.415039
	Iteration 8Q: 3 clusters Score -1938020 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1938632.250000 Penalty: 4809.415039
	Iteration 9Q: 3 clusters Score -1938632 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1939190.000000 Penalty: 4809.415039
	Iteration 10Q: 3 clusters Score -1939190 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1939609.250000 Penalty: 4809.415039
	Iteration 11Q: 3 clusters Score -1939609 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1939910.125000 Penalty: 4809.415039
	Iteration 12Q: 3 clusters Score -1939910 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1940123.500000 Penalty: 4809.415039
	Iteration 13Q: 3 clusters Score -1940124 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1940307.125000 Penalty: 4809.415039
	Iteration 14Q: 3 clusters Score -1940307 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1940446.625000 Penalty: 4809.415039
	Iteration 15Q: 3 clusters Score -1940447 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1940565.875000 Penalty: 4809.415039
	Iteration 16Q: 3 clusters Score -1940566 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1940667.250000 Penalty: 4809.415039
	Iteration 17Q: 3 clusters Score -1940667 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1940762.250000 Penalty: 4809.415039
	Iteration 18Q: 3 clusters Score -1940762 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1940838.375000 Penalty: 4809.415039
	Iteration 19Q: 3 clusters Score -1940838 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1940890.125000 Penalty: 4809.415039
	Iteration 20F: 3 clusters Score -1940890 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1940932.000000 Penalty: 4809.415039
	Iteration 21Q: 3 clusters Score -1940932 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1940980.000000 Penalty: 4809.415039
	Iteration 22Q: 3 clusters Score -1940980 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1941015.250000 Penalty: 4809.415039
	Iteration 23Q: 3 clusters Score -1941015 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1941049.250000 Penalty: 4809.415039
	Iteration 24Q: 3 clusters Score -1941049 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1941077.750000 Penalty: 4809.415039
	Iteration 25Q: 3 clusters Score -1941078 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1941117.750000 Penalty: 4809.415039
	Iteration 26Q: 3 clusters Score -1941118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1941134.750000 Penalty: 4809.415039
	Iteration 27Q: 3 clusters Score -1941135 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1941153.000000 Penalty: 4809.415039
	Iteration 28Q: 3 clusters Score -1941153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1941167.250000 Penalty: 4809.415039
	Iteration 29Q: 3 clusters Score -1941167 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1941186.000000 Penalty: 4809.415039
	Iteration 30Q: 3 clusters Score -1941186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1941205.125000 Penalty: 4809.415039
	Iteration 31Q: 3 clusters Score -1941205 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1941216.375000 Penalty: 4809.415039
	Iteration 32Q: 3 clusters Score -1941216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1941225.250000 Penalty: 4809.415039
	Iteration 33Q: 3 clusters Score -1941225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1941232.875000 Penalty: 4809.415039
	Iteration 34Q: 3 clusters Score -1941233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1941235.375000 Penalty: 4809.415039
	Iteration 35Q: 3 clusters Score -1941235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1941246.750000 Penalty: 4809.415039
	Iteration 36Q: 3 clusters Score -1941247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1941248.875000 Penalty: 4809.415039
	Iteration 37Q: 3 clusters Score -1941249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1941249.500000 Penalty: 4809.415039
	Iteration 38Q: 3 clusters Score -1941250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1941252.250000 Penalty: 4809.415039
	Iteration 39Q: 3 clusters Score -1941252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1941252.000000 Penalty: 4809.415039
	Iteration 40F: 3 clusters Score -1941252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1941250.250000 Penalty: 4809.415039
	Iteration 41Q: 3 clusters Score -1941250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1941251.875000 Penalty: 4809.415039
	Iteration 42Q: 3 clusters Score -1941252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1941255.875000 Penalty: 4809.415039
	Iteration 43Q: 3 clusters Score -1941256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1941254.375000 Penalty: 4809.415039
	Iteration 44Q: 3 clusters Score -1941254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1941255.125000 Penalty: 4809.415039
	Iteration 45Q: 3 clusters Score -1941255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1941256.250000 Penalty: 4809.415039
	Iteration 46Q: 3 clusters Score -1941256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1941259.500000 Penalty: 4809.415039
	Iteration 47Q: 3 clusters Score -1941260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1941266.250000 Penalty: 4809.415039
	Iteration 48Q: 3 clusters Score -1941266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1941267.125000 Penalty: 4809.415039
	Iteration 49Q: 3 clusters Score -1941267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1941266.125000 Penalty: 4809.415039
	Iteration 50Q: 3 clusters Score -1941266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1941266.375000 Penalty: 4809.415039
	Iteration 51Q: 3 clusters Score -1941266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1941265.875000 Penalty: 4809.415039
	Iteration 52Q: 3 clusters Score -1941266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1941266.125000 Penalty: 4809.415039
	Iteration 53Q: 3 clusters Score -1941266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1941266.125000 Penalty: 4809.415039
	Iteration 54F: 3 clusters Score -1941266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Entering Unmasked Estep 
Score: -1214595.375000 Penalty: 2278.622070
	Iteration 0F: 2 clusters Score -1214595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1207057.375000 Penalty: 4557.244141
	Iteration 0F: 3 clusters Score -1207057 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1209212.375000 Penalty: 4557.244141
	Iteration 1F: 3 clusters Score -1209212 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1209557.875000 Penalty: 4557.244141
	Iteration 2F: 3 clusters Score -1209558 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1209796.875000 Penalty: 4557.244141
	Iteration 3F: 3 clusters Score -1209797 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1209972.000000 Penalty: 4557.244141
	Iteration 4Q: 3 clusters Score -1209972 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1210097.500000 Penalty: 4557.244141
	Iteration 5Q: 3 clusters Score -1210098 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1210211.750000 Penalty: 4557.244141
	Iteration 6Q: 3 clusters Score -1210212 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1210323.250000 Penalty: 4557.244141
	Iteration 7Q: 3 clusters Score -1210323 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1210434.625000 Penalty: 4557.244141
	Iteration 8Q: 3 clusters Score -1210435 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1210545.125000 Penalty: 4557.244141
	Iteration 9Q: 3 clusters Score -1210545 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1210649.375000 Penalty: 4557.244141
	Iteration 10Q: 3 clusters Score -1210649 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1210748.000000 Penalty: 4557.244141
	Iteration 11Q: 3 clusters Score -1210748 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1210866.625000 Penalty: 4557.244141
	Iteration 12Q: 3 clusters Score -1210867 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1210985.875000 Penalty: 4557.244141
	Iteration 13Q: 3 clusters Score -1210986 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1211105.625000 Penalty: 4557.244141
	Iteration 14Q: 3 clusters Score -1211106 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1211222.250000 Penalty: 4557.244141
	Iteration 15Q: 3 clusters Score -1211222 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1211340.125000 Penalty: 4557.244141
	Iteration 16Q: 3 clusters Score -1211340 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1211459.000000 Penalty: 4557.244141
	Iteration 17Q: 3 clusters Score -1211459 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1211571.000000 Penalty: 4557.244141
	Iteration 18Q: 3 clusters Score -1211571 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1211658.250000 Penalty: 4557.244141
	Iteration 19Q: 3 clusters Score -1211658 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1211733.750000 Penalty: 4557.244141
	Iteration 20F: 3 clusters Score -1211734 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1211791.125000 Penalty: 4557.244141
	Iteration 21Q: 3 clusters Score -1211791 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1211836.125000 Penalty: 4557.244141
	Iteration 22Q: 3 clusters Score -1211836 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1211867.875000 Penalty: 4557.244141
	Iteration 23Q: 3 clusters Score -1211868 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1211899.375000 Penalty: 4557.244141
	Iteration 24Q: 3 clusters Score -1211899 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1211921.125000 Penalty: 4557.244141
	Iteration 25Q: 3 clusters Score -1211921 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1211944.250000 Penalty: 4557.244141
	Iteration 26Q: 3 clusters Score -1211944 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1211962.625000 Penalty: 4557.244141
	Iteration 27Q: 3 clusters Score -1211963 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1211985.625000 Penalty: 4557.244141
	Iteration 28Q: 3 clusters Score -1211986 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1212010.000000 Penalty: 4557.244141
	Iteration 29Q: 3 clusters Score -1212010 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1212026.375000 Penalty: 4557.244141
	Iteration 30Q: 3 clusters Score -1212026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1212040.250000 Penalty: 4557.244141
	Iteration 31Q: 3 clusters Score -1212040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1212050.750000 Penalty: 4557.244141
	Iteration 32Q: 3 clusters Score -1212051 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1212062.500000 Penalty: 4557.244141
	Iteration 33Q: 3 clusters Score -1212062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1212075.750000 Penalty: 4557.244141
	Iteration 34Q: 3 clusters Score -1212076 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1212089.625000 Penalty: 4557.244141
	Iteration 35Q: 3 clusters Score -1212090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1212104.375000 Penalty: 4557.244141
	Iteration 36Q: 3 clusters Score -1212104 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1212118.625000 Penalty: 4557.244141
	Iteration 37Q: 3 clusters Score -1212119 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1212134.000000 Penalty: 4557.244141
	Iteration 38Q: 3 clusters Score -1212134 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1212151.875000 Penalty: 4557.244141
	Iteration 39Q: 3 clusters Score -1212152 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1212163.500000 Penalty: 4557.244141
	Iteration 40F: 3 clusters Score -1212164 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1212175.500000 Penalty: 4557.244141
	Iteration 41Q: 3 clusters Score -1212176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1212187.125000 Penalty: 4557.244141
	Iteration 42Q: 3 clusters Score -1212187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1212199.500000 Penalty: 4557.244141
	Iteration 43Q: 3 clusters Score -1212200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1212208.750000 Penalty: 4557.244141
	Iteration 44Q: 3 clusters Score -1212209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1212216.875000 Penalty: 4557.244141
	Iteration 45Q: 3 clusters Score -1212217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1212225.500000 Penalty: 4557.244141
	Iteration 46Q: 3 clusters Score -1212226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1212233.250000 Penalty: 4557.244141
	Iteration 47Q: 3 clusters Score -1212233 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1212237.875000 Penalty: 4557.244141
	Iteration 48Q: 3 clusters Score -1212238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1212247.750000 Penalty: 4557.244141
	Iteration 49Q: 3 clusters Score -1212248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1212256.500000 Penalty: 4557.244141
	Iteration 50Q: 3 clusters Score -1212256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1212262.375000 Penalty: 4557.244141
	Iteration 51Q: 3 clusters Score -1212262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1212271.750000 Penalty: 4557.244141
	Iteration 52Q: 3 clusters Score -1212272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1212272.750000 Penalty: 4557.244141
	Iteration 53Q: 3 clusters Score -1212273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1212277.250000 Penalty: 4557.244141
	Iteration 54Q: 3 clusters Score -1212277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1212278.875000 Penalty: 4557.244141
	Iteration 55Q: 3 clusters Score -1212279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1212283.125000 Penalty: 4557.244141
	Iteration 56Q: 3 clusters Score -1212283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1212290.125000 Penalty: 4557.244141
	Iteration 57Q: 3 clusters Score -1212290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1212294.125000 Penalty: 4557.244141
	Iteration 58Q: 3 clusters Score -1212294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1212300.875000 Penalty: 4557.244141
	Iteration 59Q: 3 clusters Score -1212301 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1212311.000000 Penalty: 4557.244141
	Iteration 60F: 3 clusters Score -1212311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1212313.250000 Penalty: 4557.244141
	Iteration 61Q: 3 clusters Score -1212313 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1212325.750000 Penalty: 4557.244141
	Iteration 62Q: 3 clusters Score -1212326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1212332.375000 Penalty: 4557.244141
	Iteration 63Q: 3 clusters Score -1212332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1212339.625000 Penalty: 4557.244141
	Iteration 64Q: 3 clusters Score -1212340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1212347.875000 Penalty: 4557.244141
	Iteration 65Q: 3 clusters Score -1212348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1212355.375000 Penalty: 4557.244141
	Iteration 66Q: 3 clusters Score -1212355 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1212369.500000 Penalty: 4557.244141
	Iteration 67Q: 3 clusters Score -1212370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1212384.875000 Penalty: 4557.244141
	Iteration 68Q: 3 clusters Score -1212385 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1212399.500000 Penalty: 4557.244141
	Iteration 69Q: 3 clusters Score -1212400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1212419.500000 Penalty: 4557.244141
	Iteration 70Q: 3 clusters Score -1212420 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1212441.875000 Penalty: 4557.244141
	Iteration 71Q: 3 clusters Score -1212442 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1212461.125000 Penalty: 4557.244141
	Iteration 72Q: 3 clusters Score -1212461 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1212486.250000 Penalty: 4557.244141
	Iteration 73Q: 3 clusters Score -1212486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1212502.250000 Penalty: 4557.244141
	Iteration 74Q: 3 clusters Score -1212502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1212512.625000 Penalty: 4557.244141
	Iteration 75Q: 3 clusters Score -1212513 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1212518.375000 Penalty: 4557.244141
	Iteration 76Q: 3 clusters Score -1212518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1212531.500000 Penalty: 4557.244141
	Iteration 77Q: 3 clusters Score -1212532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1212538.375000 Penalty: 4557.244141
	Iteration 78Q: 3 clusters Score -1212538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1212542.000000 Penalty: 4557.244141
	Iteration 79Q: 3 clusters Score -1212542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1212550.375000 Penalty: 4557.244141
	Iteration 80F: 3 clusters Score -1212550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1212550.875000 Penalty: 4557.244141
	Iteration 81Q: 3 clusters Score -1212551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1212554.875000 Penalty: 4557.244141
	Iteration 82Q: 3 clusters Score -1212555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1212556.625000 Penalty: 4557.244141
	Iteration 83Q: 3 clusters Score -1212557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1212560.375000 Penalty: 4557.244141
	Iteration 84Q: 3 clusters Score -1212560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1212561.500000 Penalty: 4557.244141
	Iteration 85Q: 3 clusters Score -1212562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1212561.375000 Penalty: 4557.244141
	Iteration 86Q: 3 clusters Score -1212561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1212562.000000 Penalty: 4557.244141
	Iteration 87Q: 3 clusters Score -1212562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1212563.375000 Penalty: 4557.244141
	Iteration 88Q: 3 clusters Score -1212563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1212561.375000 Penalty: 4557.244141
	Iteration 89Q: 3 clusters Score -1212561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1212561.875000 Penalty: 4557.244141
	Iteration 90Q: 3 clusters Score -1212562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1212561.250000 Penalty: 4557.244141
	Iteration 91Q: 3 clusters Score -1212561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1212561.250000 Penalty: 4557.244141
	Iteration 92F: 3 clusters Score -1212561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (214023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214023 members 
Entering Unmasked Estep 
Score: -26590680.000000 Penalty: 3043.912109
	Iteration 0F: 2 clusters Score -2.659068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107323 members 
Mstep: Class 2 contains 106700 members 
Entering Unmasked Estep 
Score: -26449324.000000 Penalty: 6087.824219
	Iteration 0F: 3 clusters Score -2.644932e+07 nChanged 103050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112871 members 
Mstep: Class 2 contains 101152 members 
Entering Unmasked Estep 
Score: -26509672.000000 Penalty: 6087.824219
	Iteration 1F: 3 clusters Score -2.650967e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116053 members 
Mstep: Class 2 contains 97970 members 
Entering Unmasked Estep 
Score: -26510686.000000 Penalty: 6087.824219
	Iteration 2Q: 3 clusters Score -2.651069e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120947 members 
Mstep: Class 2 contains 93076 members 
Entering Unmasked Estep 
Score: -26512424.000000 Penalty: 6087.824219
	Iteration 3Q: 3 clusters Score -2.651242e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128383 members 
Mstep: Class 2 contains 85640 members 
Entering Unmasked Estep 
Score: -26515780.000000 Penalty: 6087.824219
	Iteration 4Q: 3 clusters Score -2.651578e+07 nChanged 11385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139450 members 
Mstep: Class 2 contains 74573 members 
Entering Unmasked Estep 
Score: -26522292.000000 Penalty: 6087.824219
	Iteration 5F: 3 clusters Score -2.652229e+07 nChanged 15433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154823 members 
Mstep: Class 2 contains 59200 members 
Entering Unmasked Estep 
Score: -26533852.000000 Penalty: 6087.824219
	Iteration 6F: 3 clusters Score -2.653385e+07 nChanged 18658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173467 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -26550918.000000 Penalty: 6087.824219
	Iteration 7F: 3 clusters Score -2.655092e+07 nChanged 17976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191443 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -26568012.000000 Penalty: 6087.824219
	Iteration 8F: 3 clusters Score -2.656801e+07 nChanged 12598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204041 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -26579626.000000 Penalty: 6087.824219
	Iteration 9F: 3 clusters Score -2.657963e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210138 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -26584824.000000 Penalty: 6087.824219
	Iteration 10Q: 3 clusters Score -2.658482e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212481 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -26586854.000000 Penalty: 6087.824219
	Iteration 11Q: 3 clusters Score -2.658685e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213233 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -26587540.000000 Penalty: 6087.824219
	Iteration 12Q: 3 clusters Score -2.658754e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213471 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -26587754.000000 Penalty: 6087.824219
	Iteration 13Q: 3 clusters Score -2.658775e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213556 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -26587850.000000 Penalty: 6087.824219
	Iteration 14Q: 3 clusters Score -2.658785e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213596 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -26587928.000000 Penalty: 6087.824219
	Iteration 15Q: 3 clusters Score -2.658793e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213624 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -26587968.000000 Penalty: 6087.824219
	Iteration 16Q: 3 clusters Score -2.658797e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213636 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -26587992.000000 Penalty: 6087.824219
	Iteration 17Q: 3 clusters Score -2.658799e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213648 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -26588006.000000 Penalty: 6087.824219
	Iteration 18Q: 3 clusters Score -2.658801e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213660 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -26588022.000000 Penalty: 6087.824219
	Iteration 19Q: 3 clusters Score -2.658802e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213664 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -26588036.000000 Penalty: 6087.824219
	Iteration 20F: 3 clusters Score -2.658804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213673 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -26588054.000000 Penalty: 6087.824219
	Iteration 21Q: 3 clusters Score -2.658805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213675 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -26588042.000000 Penalty: 6087.824219
	Iteration 22Q: 3 clusters Score -2.658804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213676 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -26588062.000000 Penalty: 6087.824219
	Iteration 23Q: 3 clusters Score -2.658806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213677 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -26588054.000000 Penalty: 6087.824219
	Iteration 24Q: 3 clusters Score -2.658805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213680 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -26588066.000000 Penalty: 6087.824219
	Iteration 25Q: 3 clusters Score -2.658807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213682 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -26588058.000000 Penalty: 6087.824219
	Iteration 26Q: 3 clusters Score -2.658806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213684 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -26588070.000000 Penalty: 6087.824219
	Iteration 27Q: 3 clusters Score -2.658807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213688 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -26588064.000000 Penalty: 6087.824219
	Iteration 28Q: 3 clusters Score -2.658806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213690 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -26588070.000000 Penalty: 6087.824219
	Iteration 29Q: 3 clusters Score -2.658807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213690 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -26588074.000000 Penalty: 6087.824219
	Iteration 30Q: 3 clusters Score -2.658807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213690 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -26588074.000000 Penalty: 6087.824219
	Iteration 31F: 3 clusters Score -2.658807e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Entering Unmasked Estep 
Score: -317369.031250 Penalty: 1968.911377
	Iteration 0F: 2 clusters Score -317369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -314203.312500 Penalty: 3937.822754
	Iteration 0F: 3 clusters Score -314203.3 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -314853.375000 Penalty: 3937.822754
	Iteration 1F: 3 clusters Score -314853.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -315011.406250 Penalty: 3937.822754
	Iteration 2F: 3 clusters Score -315011.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -315122.031250 Penalty: 3937.822754
	Iteration 3Q: 3 clusters Score -315122 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -315209.281250 Penalty: 3937.822754
	Iteration 4Q: 3 clusters Score -315209.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -315263.781250 Penalty: 3937.822754
	Iteration 5Q: 3 clusters Score -315263.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -315302.656250 Penalty: 3937.822754
	Iteration 6Q: 3 clusters Score -315302.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -315337.718750 Penalty: 3937.822754
	Iteration 7Q: 3 clusters Score -315337.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -315366.750000 Penalty: 3937.822754
	Iteration 8Q: 3 clusters Score -315366.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -315396.437500 Penalty: 3937.822754
	Iteration 9Q: 3 clusters Score -315396.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -315419.500000 Penalty: 3937.822754
	Iteration 10Q: 3 clusters Score -315419.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -315437.218750 Penalty: 3937.822754
	Iteration 11Q: 3 clusters Score -315437.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -315457.875000 Penalty: 3937.822754
	Iteration 12Q: 3 clusters Score -315457.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -315478.062500 Penalty: 3937.822754
	Iteration 13Q: 3 clusters Score -315478.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -315500.000000 Penalty: 3937.822754
	Iteration 14Q: 3 clusters Score -315500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -315524.250000 Penalty: 3937.822754
	Iteration 15Q: 3 clusters Score -315524.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -315540.750000 Penalty: 3937.822754
	Iteration 16Q: 3 clusters Score -315540.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -315552.906250 Penalty: 3937.822754
	Iteration 17Q: 3 clusters Score -315552.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -315561.031250 Penalty: 3937.822754
	Iteration 18Q: 3 clusters Score -315561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -315569.187500 Penalty: 3937.822754
	Iteration 19Q: 3 clusters Score -315569.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -315572.812500 Penalty: 3937.822754
	Iteration 20F: 3 clusters Score -315572.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -315577.937500 Penalty: 3937.822754
	Iteration 21Q: 3 clusters Score -315577.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -315582.906250 Penalty: 3937.822754
	Iteration 22Q: 3 clusters Score -315582.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -315585.625000 Penalty: 3937.822754
	Iteration 23Q: 3 clusters Score -315585.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -315589.062500 Penalty: 3937.822754
	Iteration 24Q: 3 clusters Score -315589.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -315589.906250 Penalty: 3937.822754
	Iteration 25Q: 3 clusters Score -315589.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -315592.156250 Penalty: 3937.822754
	Iteration 26Q: 3 clusters Score -315592.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -315593.718750 Penalty: 3937.822754
	Iteration 27Q: 3 clusters Score -315593.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -315595.218750 Penalty: 3937.822754
	Iteration 28Q: 3 clusters Score -315595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -315595.968750 Penalty: 3937.822754
	Iteration 29Q: 3 clusters Score -315596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -315596.781250 Penalty: 3937.822754
	Iteration 30Q: 3 clusters Score -315596.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -315596.906250 Penalty: 3937.822754
	Iteration 31Q: 3 clusters Score -315596.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -315597.125000 Penalty: 3937.822754
	Iteration 32Q: 3 clusters Score -315597.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -315597.125000 Penalty: 3937.822754
	Iteration 33Q: 3 clusters Score -315597.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -315597.500000 Penalty: 3937.822754
	Iteration 34Q: 3 clusters Score -315597.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -315598.750000 Penalty: 3937.822754
	Iteration 35Q: 3 clusters Score -315598.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -315599.218750 Penalty: 3937.822754
	Iteration 36Q: 3 clusters Score -315599.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -315599.218750 Penalty: 3937.822754
	Iteration 37F: 3 clusters Score -315599.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Entering Unmasked Estep 
Score: -429428.937500 Penalty: 2039.459473
	Iteration 0F: 2 clusters Score -429428.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -425708.031250 Penalty: 4078.918945
	Iteration 0F: 3 clusters Score -425708 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -426587.281250 Penalty: 4078.918945
	Iteration 1F: 3 clusters Score -426587.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -427006.218750 Penalty: 4078.918945
	Iteration 2F: 3 clusters Score -427006.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -427540.187500 Penalty: 4078.918945
	Iteration 3F: 3 clusters Score -427540.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -428332.718750 Penalty: 4078.918945
	Iteration 4F: 3 clusters Score -428332.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -429080.812500 Penalty: 4078.918945
	Iteration 5F: 3 clusters Score -429080.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -429647.218750 Penalty: 4078.918945
	Iteration 6F: 3 clusters Score -429647.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -429938.625000 Penalty: 4078.918945
	Iteration 7F: 3 clusters Score -429938.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -430075.468750 Penalty: 4078.918945
	Iteration 8Q: 3 clusters Score -430075.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -430138.281250 Penalty: 4078.918945
	Iteration 9Q: 3 clusters Score -430138.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -430159.531250 Penalty: 4078.918945
	Iteration 10Q: 3 clusters Score -430159.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -430166.218750 Penalty: 4078.918945
	Iteration 11Q: 3 clusters Score -430166.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -430173.312500 Penalty: 4078.918945
	Iteration 12Q: 3 clusters Score -430173.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -430175.375000 Penalty: 4078.918945
	Iteration 13Q: 3 clusters Score -430175.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -430177.500000 Penalty: 4078.918945
	Iteration 14Q: 3 clusters Score -430177.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -430178.093750 Penalty: 4078.918945
	Iteration 15Q: 3 clusters Score -430178.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -430178.093750 Penalty: 4078.918945
	Iteration 16F: 3 clusters Score -430178.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17707 members 
Mstep: Class 4 contains 9869 members 
Mstep: Class 5 contains 19946 members 
Mstep: Class 6 contains 179607 members 
Mstep: Class 7 contains 14192 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 43162 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19486 members 
Mstep: Class 12 contains 83993 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 14 contains 42209 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238257 members 
Mstep: Class 17 contains 240454 members 
Mstep: Class 18 contains 16259 members 
Mstep: Class 19 contains 9779 members 
Mstep: Class 20 contains 214023 members 
Mstep: Class 21 contains 2805 members 
Mstep: Class 22 contains 416 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2353 members 
Mstep: Class 25 contains 10956 members 
Mstep: Class 26 contains 20225 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 3312 members 
Entering Unmasked Estep 
Score: -154598960.000000 Penalty: 104589.859375
Splitting cluster 22 changes total score from -154600624.000000 to -154598960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Entering Unmasked Estep 
Score: -218820.093750 Penalty: 1899.240356
	Iteration 0F: 2 clusters Score -218820.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -216176.734375 Penalty: 3798.480713
	Iteration 0F: 3 clusters Score -216176.7 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -216769.859375 Penalty: 3798.480713
	Iteration 1F: 3 clusters Score -216769.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -216941.843750 Penalty: 3798.480713
	Iteration 2F: 3 clusters Score -216941.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -217029.593750 Penalty: 3798.480713
	Iteration 3Q: 3 clusters Score -217029.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -217098.812500 Penalty: 3798.480713
	Iteration 4Q: 3 clusters Score -217098.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -217190.781250 Penalty: 3798.480713
	Iteration 5Q: 3 clusters Score -217190.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -217266.593750 Penalty: 3798.480713
	Iteration 6Q: 3 clusters Score -217266.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -217353.906250 Penalty: 3798.480713
	Iteration 7Q: 3 clusters Score -217353.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -217412.625000 Penalty: 3798.480713
	Iteration 8Q: 3 clusters Score -217412.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -217495.593750 Penalty: 3798.480713
	Iteration 9Q: 3 clusters Score -217495.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -217604.625000 Penalty: 3798.480713
	Iteration 10Q: 3 clusters Score -217604.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -217679.437500 Penalty: 3798.480713
	Iteration 11Q: 3 clusters Score -217679.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -217748.375000 Penalty: 3798.480713
	Iteration 12Q: 3 clusters Score -217748.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -217801.156250 Penalty: 3798.480713
	Iteration 13Q: 3 clusters Score -217801.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -217840.156250 Penalty: 3798.480713
	Iteration 14Q: 3 clusters Score -217840.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -217871.843750 Penalty: 3798.480713
	Iteration 15Q: 3 clusters Score -217871.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -217900.421875 Penalty: 3798.480713
	Iteration 16Q: 3 clusters Score -217900.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -217913.687500 Penalty: 3798.480713
	Iteration 17Q: 3 clusters Score -217913.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -217925.906250 Penalty: 3798.480713
	Iteration 18Q: 3 clusters Score -217925.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -217930.703125 Penalty: 3798.480713
	Iteration 19Q: 3 clusters Score -217930.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -217938.218750 Penalty: 3798.480713
	Iteration 20F: 3 clusters Score -217938.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -217943.265625 Penalty: 3798.480713
	Iteration 21Q: 3 clusters Score -217943.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -217954.843750 Penalty: 3798.480713
	Iteration 22Q: 3 clusters Score -217954.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -217965.281250 Penalty: 3798.480713
	Iteration 23Q: 3 clusters Score -217965.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -217972.468750 Penalty: 3798.480713
	Iteration 24Q: 3 clusters Score -217972.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -217975.593750 Penalty: 3798.480713
	Iteration 25Q: 3 clusters Score -217975.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -217978.921875 Penalty: 3798.480713
	Iteration 26Q: 3 clusters Score -217978.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -217983.718750 Penalty: 3798.480713
	Iteration 27Q: 3 clusters Score -217983.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -217986.187500 Penalty: 3798.480713
	Iteration 28Q: 3 clusters Score -217986.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -217986.187500 Penalty: 3798.480713
	Iteration 29F: 3 clusters Score -217986.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Entering Unmasked Estep 
Score: -286159.531250 Penalty: 1925.334717
	Iteration 0F: 2 clusters Score -286159.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -283323.218750 Penalty: 3850.669434
	Iteration 0F: 3 clusters Score -283323.2 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -283907.437500 Penalty: 3850.669434
	Iteration 1F: 3 clusters Score -283907.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -284056.625000 Penalty: 3850.669434
	Iteration 2F: 3 clusters Score -284056.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -284133.062500 Penalty: 3850.669434
	Iteration 3Q: 3 clusters Score -284133.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -284180.093750 Penalty: 3850.669434
	Iteration 4Q: 3 clusters Score -284180.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -284208.875000 Penalty: 3850.669434
	Iteration 5Q: 3 clusters Score -284208.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -284231.906250 Penalty: 3850.669434
	Iteration 6Q: 3 clusters Score -284231.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -284250.593750 Penalty: 3850.669434
	Iteration 7Q: 3 clusters Score -284250.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -284263.437500 Penalty: 3850.669434
	Iteration 8Q: 3 clusters Score -284263.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -284275.343750 Penalty: 3850.669434
	Iteration 9Q: 3 clusters Score -284275.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -284282.968750 Penalty: 3850.669434
	Iteration 10Q: 3 clusters Score -284283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -284289.406250 Penalty: 3850.669434
	Iteration 11Q: 3 clusters Score -284289.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -284296.375000 Penalty: 3850.669434
	Iteration 12Q: 3 clusters Score -284296.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -284301.250000 Penalty: 3850.669434
	Iteration 13Q: 3 clusters Score -284301.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -284304.218750 Penalty: 3850.669434
	Iteration 14Q: 3 clusters Score -284304.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -284306.000000 Penalty: 3850.669434
	Iteration 15Q: 3 clusters Score -284306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -284307.406250 Penalty: 3850.669434
	Iteration 16Q: 3 clusters Score -284307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -284307.937500 Penalty: 3850.669434
	Iteration 17Q: 3 clusters Score -284307.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -284309.781250 Penalty: 3850.669434
	Iteration 18Q: 3 clusters Score -284309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -284310.000000 Penalty: 3850.669434
	Iteration 19Q: 3 clusters Score -284310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -284310.000000 Penalty: 3850.669434
	Iteration 20F: 3 clusters Score -284310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Entering Unmasked Estep 
Score: -1357751.875000 Penalty: 2306.807373
	Iteration 0F: 2 clusters Score -1357752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1349445.375000 Penalty: 4613.614746
	Iteration 0F: 3 clusters Score -1349445 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1351917.375000 Penalty: 4613.614746
	Iteration 1F: 3 clusters Score -1351917 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1352236.625000 Penalty: 4613.614746
	Iteration 2F: 3 clusters Score -1352237 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1352458.750000 Penalty: 4613.614746
	Iteration 3F: 3 clusters Score -1352459 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1352690.875000 Penalty: 4613.614746
	Iteration 4Q: 3 clusters Score -1352691 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1352884.750000 Penalty: 4613.614746
	Iteration 5Q: 3 clusters Score -1352885 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1353081.000000 Penalty: 4613.614746
	Iteration 6Q: 3 clusters Score -1353081 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1353277.125000 Penalty: 4613.614746
	Iteration 7Q: 3 clusters Score -1353277 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1353463.125000 Penalty: 4613.614746
	Iteration 8Q: 3 clusters Score -1353463 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1353660.875000 Penalty: 4613.614746
	Iteration 9Q: 3 clusters Score -1353661 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1353847.500000 Penalty: 4613.614746
	Iteration 10Q: 3 clusters Score -1353848 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1354005.375000 Penalty: 4613.614746
	Iteration 11Q: 3 clusters Score -1354005 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1354125.625000 Penalty: 4613.614746
	Iteration 12Q: 3 clusters Score -1354126 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1354245.750000 Penalty: 4613.614746
	Iteration 13Q: 3 clusters Score -1354246 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1354339.750000 Penalty: 4613.614746
	Iteration 14Q: 3 clusters Score -1354340 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1354430.125000 Penalty: 4613.614746
	Iteration 15Q: 3 clusters Score -1354430 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1354520.250000 Penalty: 4613.614746
	Iteration 16Q: 3 clusters Score -1354520 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1354607.750000 Penalty: 4613.614746
	Iteration 17Q: 3 clusters Score -1354608 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1354704.375000 Penalty: 4613.614746
	Iteration 18Q: 3 clusters Score -1354704 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1354807.375000 Penalty: 4613.614746
	Iteration 19Q: 3 clusters Score -1354807 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1354908.375000 Penalty: 4613.614746
	Iteration 20F: 3 clusters Score -1354908 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1355014.625000 Penalty: 4613.614746
	Iteration 21Q: 3 clusters Score -1355015 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1355095.375000 Penalty: 4613.614746
	Iteration 22Q: 3 clusters Score -1355095 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1355177.875000 Penalty: 4613.614746
	Iteration 23Q: 3 clusters Score -1355178 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1355244.875000 Penalty: 4613.614746
	Iteration 24Q: 3 clusters Score -1355245 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1355303.375000 Penalty: 4613.614746
	Iteration 25Q: 3 clusters Score -1355303 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1355346.250000 Penalty: 4613.614746
	Iteration 26Q: 3 clusters Score -1355346 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1355385.750000 Penalty: 4613.614746
	Iteration 27Q: 3 clusters Score -1355386 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1355425.875000 Penalty: 4613.614746
	Iteration 28Q: 3 clusters Score -1355426 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1355453.875000 Penalty: 4613.614746
	Iteration 29Q: 3 clusters Score -1355454 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1355478.750000 Penalty: 4613.614746
	Iteration 30Q: 3 clusters Score -1355479 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1355491.250000 Penalty: 4613.614746
	Iteration 31Q: 3 clusters Score -1355491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1355502.875000 Penalty: 4613.614746
	Iteration 32Q: 3 clusters Score -1355503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1355515.875000 Penalty: 4613.614746
	Iteration 33Q: 3 clusters Score -1355516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1355527.875000 Penalty: 4613.614746
	Iteration 34Q: 3 clusters Score -1355528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1355535.625000 Penalty: 4613.614746
	Iteration 35Q: 3 clusters Score -1355536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1355550.875000 Penalty: 4613.614746
	Iteration 36Q: 3 clusters Score -1355551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1355559.500000 Penalty: 4613.614746
	Iteration 37Q: 3 clusters Score -1355560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1355570.500000 Penalty: 4613.614746
	Iteration 38Q: 3 clusters Score -1355570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1355583.500000 Penalty: 4613.614746
	Iteration 39Q: 3 clusters Score -1355584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1355593.500000 Penalty: 4613.614746
	Iteration 40F: 3 clusters Score -1355594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1355600.125000 Penalty: 4613.614746
	Iteration 41Q: 3 clusters Score -1355600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1355610.625000 Penalty: 4613.614746
	Iteration 42Q: 3 clusters Score -1355611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1355621.875000 Penalty: 4613.614746
	Iteration 43Q: 3 clusters Score -1355622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1355628.250000 Penalty: 4613.614746
	Iteration 44Q: 3 clusters Score -1355628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1355637.250000 Penalty: 4613.614746
	Iteration 45Q: 3 clusters Score -1355637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1355644.625000 Penalty: 4613.614746
	Iteration 46Q: 3 clusters Score -1355645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1355656.750000 Penalty: 4613.614746
	Iteration 47Q: 3 clusters Score -1355657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1355665.750000 Penalty: 4613.614746
	Iteration 48Q: 3 clusters Score -1355666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1355676.375000 Penalty: 4613.614746
	Iteration 49Q: 3 clusters Score -1355676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1355684.375000 Penalty: 4613.614746
	Iteration 50Q: 3 clusters Score -1355684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1355688.750000 Penalty: 4613.614746
	Iteration 51Q: 3 clusters Score -1355689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1355695.625000 Penalty: 4613.614746
	Iteration 52Q: 3 clusters Score -1355696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1355697.250000 Penalty: 4613.614746
	Iteration 53Q: 3 clusters Score -1355697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1355702.625000 Penalty: 4613.614746
	Iteration 54Q: 3 clusters Score -1355703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1355707.500000 Penalty: 4613.614746
	Iteration 55Q: 3 clusters Score -1355708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1355706.500000 Penalty: 4613.614746
	Iteration 56Q: 3 clusters Score -1355706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1355708.250000 Penalty: 4613.614746
	Iteration 57Q: 3 clusters Score -1355708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1355710.875000 Penalty: 4613.614746
	Iteration 58Q: 3 clusters Score -1355711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1355717.125000 Penalty: 4613.614746
	Iteration 59Q: 3 clusters Score -1355717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1355717.125000 Penalty: 4613.614746
	Iteration 60F: 3 clusters Score -1355717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1355719.500000 Penalty: 4613.614746
	Iteration 61Q: 3 clusters Score -1355720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1355723.625000 Penalty: 4613.614746
	Iteration 62Q: 3 clusters Score -1355724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1355724.500000 Penalty: 4613.614746
	Iteration 63Q: 3 clusters Score -1355724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1355728.750000 Penalty: 4613.614746
	Iteration 64Q: 3 clusters Score -1355729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1355731.375000 Penalty: 4613.614746
	Iteration 65Q: 3 clusters Score -1355731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1355732.375000 Penalty: 4613.614746
	Iteration 66Q: 3 clusters Score -1355732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1355736.125000 Penalty: 4613.614746
	Iteration 67Q: 3 clusters Score -1355736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1355733.000000 Penalty: 4613.614746
	Iteration 68Q: 3 clusters Score -1355733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1355735.000000 Penalty: 4613.614746
	Iteration 69Q: 3 clusters Score -1355735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1355734.375000 Penalty: 4613.614746
	Iteration 70Q: 3 clusters Score -1355734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1355735.125000 Penalty: 4613.614746
	Iteration 71Q: 3 clusters Score -1355735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1355735.125000 Penalty: 4613.614746
	Iteration 72F: 3 clusters Score -1355735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Entering Unmasked Estep 
Score: -2452587.500000 Penalty: 2458.839355
	Iteration 0F: 2 clusters Score -2452588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2438495.500000 Penalty: 4917.678711
	Iteration 0F: 3 clusters Score -2438496 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2443095.500000 Penalty: 4917.678711
	Iteration 1F: 3 clusters Score -2443096 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2443542.000000 Penalty: 4917.678711
	Iteration 2F: 3 clusters Score -2443542 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2443983.000000 Penalty: 4917.678711
	Iteration 3F: 3 clusters Score -2443983 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2444406.500000 Penalty: 4917.678711
	Iteration 4Q: 3 clusters Score -2444406 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2444830.750000 Penalty: 4917.678711
	Iteration 5Q: 3 clusters Score -2444831 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2445196.750000 Penalty: 4917.678711
	Iteration 6Q: 3 clusters Score -2445197 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2445581.750000 Penalty: 4917.678711
	Iteration 7Q: 3 clusters Score -2445582 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2445981.500000 Penalty: 4917.678711
	Iteration 8Q: 3 clusters Score -2445982 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2446487.500000 Penalty: 4917.678711
	Iteration 9Q: 3 clusters Score -2446488 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2446993.000000 Penalty: 4917.678711
	Iteration 10Q: 3 clusters Score -2446993 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2447595.750000 Penalty: 4917.678711
	Iteration 11Q: 3 clusters Score -2447596 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2448185.000000 Penalty: 4917.678711
	Iteration 12Q: 3 clusters Score -2448185 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2448704.750000 Penalty: 4917.678711
	Iteration 13Q: 3 clusters Score -2448705 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2449168.500000 Penalty: 4917.678711
	Iteration 14Q: 3 clusters Score -2449168 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2449503.500000 Penalty: 4917.678711
	Iteration 15Q: 3 clusters Score -2449504 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2449759.750000 Penalty: 4917.678711
	Iteration 16Q: 3 clusters Score -2449760 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2449963.750000 Penalty: 4917.678711
	Iteration 17Q: 3 clusters Score -2449964 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2450103.250000 Penalty: 4917.678711
	Iteration 18Q: 3 clusters Score -2450103 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2450205.250000 Penalty: 4917.678711
	Iteration 19Q: 3 clusters Score -2450205 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2450263.000000 Penalty: 4917.678711
	Iteration 20F: 3 clusters Score -2450263 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2450304.250000 Penalty: 4917.678711
	Iteration 21Q: 3 clusters Score -2450304 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2450338.500000 Penalty: 4917.678711
	Iteration 22Q: 3 clusters Score -2450338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2450363.750000 Penalty: 4917.678711
	Iteration 23Q: 3 clusters Score -2450364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2450399.750000 Penalty: 4917.678711
	Iteration 24Q: 3 clusters Score -2450400 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2450428.250000 Penalty: 4917.678711
	Iteration 25Q: 3 clusters Score -2450428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2450447.500000 Penalty: 4917.678711
	Iteration 26Q: 3 clusters Score -2450448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -2450457.250000 Penalty: 4917.678711
	Iteration 27Q: 3 clusters Score -2450457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2450468.500000 Penalty: 4917.678711
	Iteration 28Q: 3 clusters Score -2450468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2450473.750000 Penalty: 4917.678711
	Iteration 29Q: 3 clusters Score -2450474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2450479.000000 Penalty: 4917.678711
	Iteration 30Q: 3 clusters Score -2450479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2450490.250000 Penalty: 4917.678711
	Iteration 31Q: 3 clusters Score -2450490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -2450499.500000 Penalty: 4917.678711
	Iteration 32Q: 3 clusters Score -2450500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2450501.000000 Penalty: 4917.678711
	Iteration 33Q: 3 clusters Score -2450501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2450500.250000 Penalty: 4917.678711
	Iteration 34Q: 3 clusters Score -2450500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -2450502.500000 Penalty: 4917.678711
	Iteration 35Q: 3 clusters Score -2450502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2450508.500000 Penalty: 4917.678711
	Iteration 36Q: 3 clusters Score -2450508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2450508.000000 Penalty: 4917.678711
	Iteration 37Q: 3 clusters Score -2450508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2450512.250000 Penalty: 4917.678711
	Iteration 38Q: 3 clusters Score -2450512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2450519.500000 Penalty: 4917.678711
	Iteration 39Q: 3 clusters Score -2450520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2450520.000000 Penalty: 4917.678711
	Iteration 40F: 3 clusters Score -2450520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Entering Unmasked Estep 
Score: -488039.375000 Penalty: 2058.099365
	Iteration 0F: 2 clusters Score -488039.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -484139.937500 Penalty: 4116.198730
	Iteration 0F: 3 clusters Score -484139.9 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -485084.125000 Penalty: 4116.198730
	Iteration 1F: 3 clusters Score -485084.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -485272.125000 Penalty: 4116.198730
	Iteration 2F: 3 clusters Score -485272.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -485368.906250 Penalty: 4116.198730
	Iteration 3Q: 3 clusters Score -485368.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -485430.312500 Penalty: 4116.198730
	Iteration 4Q: 3 clusters Score -485430.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -485473.093750 Penalty: 4116.198730
	Iteration 5Q: 3 clusters Score -485473.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -485498.531250 Penalty: 4116.198730
	Iteration 6Q: 3 clusters Score -485498.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -485517.406250 Penalty: 4116.198730
	Iteration 7Q: 3 clusters Score -485517.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -485530.875000 Penalty: 4116.198730
	Iteration 8Q: 3 clusters Score -485530.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -485547.593750 Penalty: 4116.198730
	Iteration 9Q: 3 clusters Score -485547.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -485565.937500 Penalty: 4116.198730
	Iteration 10Q: 3 clusters Score -485565.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -485580.906250 Penalty: 4116.198730
	Iteration 11Q: 3 clusters Score -485580.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -485588.625000 Penalty: 4116.198730
	Iteration 12Q: 3 clusters Score -485588.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -485596.500000 Penalty: 4116.198730
	Iteration 13Q: 3 clusters Score -485596.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -485602.875000 Penalty: 4116.198730
	Iteration 14Q: 3 clusters Score -485602.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -485610.593750 Penalty: 4116.198730
	Iteration 15Q: 3 clusters Score -485610.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -485616.718750 Penalty: 4116.198730
	Iteration 16Q: 3 clusters Score -485616.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -485627.500000 Penalty: 4116.198730
	Iteration 17Q: 3 clusters Score -485627.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -485635.531250 Penalty: 4116.198730
	Iteration 18Q: 3 clusters Score -485635.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -485642.312500 Penalty: 4116.198730
	Iteration 19Q: 3 clusters Score -485642.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -485648.875000 Penalty: 4116.198730
	Iteration 20F: 3 clusters Score -485648.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -485652.125000 Penalty: 4116.198730
	Iteration 21Q: 3 clusters Score -485652.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -485654.500000 Penalty: 4116.198730
	Iteration 22Q: 3 clusters Score -485654.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -485656.000000 Penalty: 4116.198730
	Iteration 23Q: 3 clusters Score -485656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -485658.562500 Penalty: 4116.198730
	Iteration 24Q: 3 clusters Score -485658.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -485660.000000 Penalty: 4116.198730
	Iteration 25Q: 3 clusters Score -485660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -485660.781250 Penalty: 4116.198730
	Iteration 26Q: 3 clusters Score -485660.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -485663.843750 Penalty: 4116.198730
	Iteration 27Q: 3 clusters Score -485663.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -485666.625000 Penalty: 4116.198730
	Iteration 28Q: 3 clusters Score -485666.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -485668.156250 Penalty: 4116.198730
	Iteration 29Q: 3 clusters Score -485668.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -485669.656250 Penalty: 4116.198730
	Iteration 30Q: 3 clusters Score -485669.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -485670.968750 Penalty: 4116.198730
	Iteration 31Q: 3 clusters Score -485671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -485673.000000 Penalty: 4116.198730
	Iteration 32Q: 3 clusters Score -485673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -485674.250000 Penalty: 4116.198730
	Iteration 33Q: 3 clusters Score -485674.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -485674.593750 Penalty: 4116.198730
	Iteration 34Q: 3 clusters Score -485674.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -485675.625000 Penalty: 4116.198730
	Iteration 35Q: 3 clusters Score -485675.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -485675.906250 Penalty: 4116.198730
	Iteration 36Q: 3 clusters Score -485675.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -485677.750000 Penalty: 4116.198730
	Iteration 37Q: 3 clusters Score -485677.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -485678.218750 Penalty: 4116.198730
	Iteration 38Q: 3 clusters Score -485678.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -485679.656250 Penalty: 4116.198730
	Iteration 39Q: 3 clusters Score -485679.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -485680.343750 Penalty: 4116.198730
	Iteration 40F: 3 clusters Score -485680.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -485681.656250 Penalty: 4116.198730
	Iteration 41Q: 3 clusters Score -485681.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -485684.218750 Penalty: 4116.198730
	Iteration 42Q: 3 clusters Score -485684.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -485687.062500 Penalty: 4116.198730
	Iteration 43Q: 3 clusters Score -485687.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -485687.000000 Penalty: 4116.198730
	Iteration 44Q: 3 clusters Score -485687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -485689.656250 Penalty: 4116.198730
	Iteration 45Q: 3 clusters Score -485689.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -485689.750000 Penalty: 4116.198730
	Iteration 46Q: 3 clusters Score -485689.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -485690.031250 Penalty: 4116.198730
	Iteration 47Q: 3 clusters Score -485690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -485690.500000 Penalty: 4116.198730
	Iteration 48Q: 3 clusters Score -485690.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -485692.093750 Penalty: 4116.198730
	Iteration 49Q: 3 clusters Score -485692.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -485693.000000 Penalty: 4116.198730
	Iteration 50Q: 3 clusters Score -485693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -485693.000000 Penalty: 4116.198730
	Iteration 51F: 3 clusters Score -485693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -118333.671875 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -118333.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -116359.226562 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -116359.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -116683.695312 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -116683.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -116816.656250 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -116816.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -116911.984375 Penalty: 3440.907715
	Iteration 3Q: 3 clusters Score -116912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -117001.453125 Penalty: 3440.907715
	Iteration 4Q: 3 clusters Score -117001.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -117114.851562 Penalty: 3440.907715
	Iteration 5Q: 3 clusters Score -117114.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -117280.539062 Penalty: 3440.907715
	Iteration 6Q: 3 clusters Score -117280.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -117456.656250 Penalty: 3440.907715
	Iteration 7Q: 3 clusters Score -117456.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -117628.312500 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -117628.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -117888.773438 Penalty: 3440.907715
	Iteration 9F: 3 clusters Score -117888.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -118152.125000 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -118152.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -118235.539062 Penalty: 3440.907715
	Iteration 11Q: 3 clusters Score -118235.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -118301.796875 Penalty: 3440.907715
	Iteration 12Q: 3 clusters Score -118301.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -118349.500000 Penalty: 3440.907715
	Iteration 13Q: 3 clusters Score -118349.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -118364.328125 Penalty: 3440.907715
	Iteration 14Q: 3 clusters Score -118364.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -118374.039062 Penalty: 3440.907715
	Iteration 15Q: 3 clusters Score -118374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -118377.062500 Penalty: 3440.907715
	Iteration 16Q: 3 clusters Score -118377.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -118378.109375 Penalty: 3440.907715
	Iteration 17Q: 3 clusters Score -118378.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -118378.109375 Penalty: 3440.907715
	Iteration 18F: 3 clusters Score -118378.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17707 members 
Mstep: Class 4 contains 9869 members 
Mstep: Class 5 contains 19946 members 
Mstep: Class 6 contains 179607 members 
Mstep: Class 7 contains 14192 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 43162 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19486 members 
Mstep: Class 12 contains 83993 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 14 contains 42209 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238257 members 
Mstep: Class 17 contains 240454 members 
Mstep: Class 18 contains 16259 members 
Mstep: Class 19 contains 9779 members 
Mstep: Class 20 contains 214023 members 
Mstep: Class 21 contains 2805 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2353 members 
Mstep: Class 25 contains 10956 members 
Mstep: Class 26 contains 20225 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 623 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 407 members 
Entering Unmasked Estep 
Score: -154598880.000000 Penalty: 104589.859375
Splitting cluster 28 changes total score from -154600624.000000 to -154598880.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 17707 members 
Mstep: Class 4 contains 9869 members 
Mstep: Class 5 contains 19946 members 
Mstep: Class 6 contains 179607 members 
Mstep: Class 7 contains 14192 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 43162 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19486 members 
Mstep: Class 12 contains 83993 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 14 contains 42209 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238257 members 
Mstep: Class 17 contains 240454 members 
Mstep: Class 18 contains 16259 members 
Mstep: Class 19 contains 9779 members 
Mstep: Class 20 contains 214023 members 
Mstep: Class 21 contains 2805 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2353 members 
Mstep: Class 25 contains 10956 members 
Mstep: Class 26 contains 20225 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600704.000000 Penalty: 101103.531250
Iteration 439Q: 30 clusters Score -1.546007e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 17712 members 
Mstep: Class 4 contains 9866 members 
Mstep: Class 5 contains 19940 members 
Mstep: Class 6 contains 179538 members 
Mstep: Class 7 contains 14194 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43160 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19487 members 
Mstep: Class 12 contains 83984 members 
Mstep: Class 13 contains 9160 members 
Mstep: Class 14 contains 42205 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238229 members 
Mstep: Class 17 contains 240547 members 
Mstep: Class 18 contains 16256 members 
Mstep: Class 19 contains 9767 members 
Mstep: Class 20 contains 214052 members 
Mstep: Class 21 contains 2805 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2353 members 
Mstep: Class 25 contains 10955 members 
Mstep: Class 26 contains 20227 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600608.000000 Penalty: 101103.531250
Iteration 440F: 30 clusters Score -1.546006e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17715 members 
Mstep: Class 4 contains 9866 members 
Mstep: Class 5 contains 19937 members 
Mstep: Class 6 contains 179486 members 
Mstep: Class 7 contains 14186 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43157 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19493 members 
Mstep: Class 12 contains 83982 members 
Mstep: Class 13 contains 9157 members 
Mstep: Class 14 contains 42194 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238172 members 
Mstep: Class 17 contains 240646 members 
Mstep: Class 18 contains 16251 members 
Mstep: Class 19 contains 9756 members 
Mstep: Class 20 contains 214078 members 
Mstep: Class 21 contains 2805 members 
Mstep: Class 22 contains 3723 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 10958 members 
Mstep: Class 26 contains 20229 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600768.000000 Penalty: 101103.531250
Iteration 441Q: 30 clusters Score -1.546008e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17716 members 
Mstep: Class 4 contains 9864 members 
Mstep: Class 5 contains 19937 members 
Mstep: Class 6 contains 179419 members 
Mstep: Class 7 contains 14181 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43156 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19497 members 
Mstep: Class 12 contains 83976 members 
Mstep: Class 13 contains 9154 members 
Mstep: Class 14 contains 42179 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238120 members 
Mstep: Class 17 contains 240790 members 
Mstep: Class 18 contains 16243 members 
Mstep: Class 19 contains 9746 members 
Mstep: Class 20 contains 214082 members 
Mstep: Class 21 contains 2805 members 
Mstep: Class 22 contains 3721 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 10962 members 
Mstep: Class 26 contains 20230 members 
Mstep: Class 27 contains 4021 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600608.000000 Penalty: 101103.531250
Iteration 442Q: 30 clusters Score -1.546006e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17718 members 
Mstep: Class 4 contains 9866 members 
Mstep: Class 5 contains 19933 members 
Mstep: Class 6 contains 179390 members 
Mstep: Class 7 contains 14174 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43150 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19501 members 
Mstep: Class 12 contains 83979 members 
Mstep: Class 13 contains 9153 members 
Mstep: Class 14 contains 42178 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 238016 members 
Mstep: Class 17 contains 240930 members 
Mstep: Class 18 contains 16240 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 214075 members 
Mstep: Class 21 contains 2804 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 10970 members 
Mstep: Class 26 contains 20228 members 
Mstep: Class 27 contains 4021 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600672.000000 Penalty: 101103.531250
Iteration 443Q: 30 clusters Score -1.546007e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53601 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17719 members 
Mstep: Class 4 contains 9865 members 
Mstep: Class 5 contains 19935 members 
Mstep: Class 6 contains 179347 members 
Mstep: Class 7 contains 14164 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43146 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19500 members 
Mstep: Class 12 contains 83980 members 
Mstep: Class 13 contains 9153 members 
Mstep: Class 14 contains 42159 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237909 members 
Mstep: Class 17 contains 241077 members 
Mstep: Class 18 contains 16240 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 214090 members 
Mstep: Class 21 contains 2804 members 
Mstep: Class 22 contains 3723 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2350 members 
Mstep: Class 25 contains 10977 members 
Mstep: Class 26 contains 20228 members 
Mstep: Class 27 contains 4021 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600672.000000 Penalty: 101103.531250
Iteration 444Q: 30 clusters Score -1.546007e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53609 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17721 members 
Mstep: Class 4 contains 9866 members 
Mstep: Class 5 contains 19926 members 
Mstep: Class 6 contains 179333 members 
Mstep: Class 7 contains 14159 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43140 members 
Mstep: Class 10 contains 9703 members 
Mstep: Class 11 contains 19500 members 
Mstep: Class 12 contains 83987 members 
Mstep: Class 13 contains 9153 members 
Mstep: Class 14 contains 42124 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237804 members 
Mstep: Class 17 contains 241234 members 
Mstep: Class 18 contains 16241 members 
Mstep: Class 19 contains 9724 members 
Mstep: Class 20 contains 214092 members 
Mstep: Class 21 contains 2804 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2349 members 
Mstep: Class 25 contains 10979 members 
Mstep: Class 26 contains 20229 members 
Mstep: Class 27 contains 4021 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154600864.000000 Penalty: 101103.531250
Iteration 445Q: 30 clusters Score -1.546009e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53635 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17720 members 
Mstep: Class 4 contains 9864 members 
Mstep: Class 5 contains 19918 members 
Mstep: Class 6 contains 179287 members 
Mstep: Class 7 contains 14156 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43137 members 
Mstep: Class 10 contains 9703 members 
Mstep: Class 11 contains 19501 members 
Mstep: Class 12 contains 83989 members 
Mstep: Class 13 contains 9151 members 
Mstep: Class 14 contains 42086 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237754 members 
Mstep: Class 17 contains 241342 members 
Mstep: Class 18 contains 16240 members 
Mstep: Class 19 contains 9719 members 
Mstep: Class 20 contains 214117 members 
Mstep: Class 21 contains 2804 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 10980 members 
Mstep: Class 26 contains 20228 members 
Mstep: Class 27 contains 4021 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601216.000000 Penalty: 101103.531250
Iteration 446Q: 30 clusters Score -1.546012e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53636 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17721 members 
Mstep: Class 4 contains 9867 members 
Mstep: Class 5 contains 19908 members 
Mstep: Class 6 contains 179244 members 
Mstep: Class 7 contains 14155 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43130 members 
Mstep: Class 10 contains 9703 members 
Mstep: Class 11 contains 19502 members 
Mstep: Class 12 contains 84000 members 
Mstep: Class 13 contains 9150 members 
Mstep: Class 14 contains 42073 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237711 members 
Mstep: Class 17 contains 241421 members 
Mstep: Class 18 contains 16240 members 
Mstep: Class 19 contains 9708 members 
Mstep: Class 20 contains 214144 members 
Mstep: Class 21 contains 2804 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 10987 members 
Mstep: Class 26 contains 20227 members 
Mstep: Class 27 contains 4021 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601216.000000 Penalty: 101103.531250
Iteration 447Q: 30 clusters Score -1.546012e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17722 members 
Mstep: Class 4 contains 9866 members 
Mstep: Class 5 contains 19904 members 
Mstep: Class 6 contains 179223 members 
Mstep: Class 7 contains 14145 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43128 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19502 members 
Mstep: Class 12 contains 84001 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 14 contains 42052 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237657 members 
Mstep: Class 17 contains 241504 members 
Mstep: Class 18 contains 16242 members 
Mstep: Class 19 contains 9696 members 
Mstep: Class 20 contains 214184 members 
Mstep: Class 21 contains 2804 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 10995 members 
Mstep: Class 26 contains 20225 members 
Mstep: Class 27 contains 4021 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601248.000000 Penalty: 101103.531250
Iteration 448Q: 30 clusters Score -1.546012e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53622 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17723 members 
Mstep: Class 4 contains 9862 members 
Mstep: Class 5 contains 19902 members 
Mstep: Class 6 contains 179205 members 
Mstep: Class 7 contains 14140 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43127 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19503 members 
Mstep: Class 12 contains 84011 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 14 contains 42034 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237586 members 
Mstep: Class 17 contains 241584 members 
Mstep: Class 18 contains 16241 members 
Mstep: Class 19 contains 9690 members 
Mstep: Class 20 contains 214220 members 
Mstep: Class 21 contains 2804 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 11002 members 
Mstep: Class 26 contains 20223 members 
Mstep: Class 27 contains 4021 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601120.000000 Penalty: 101103.531250
Iteration 449Q: 30 clusters Score -1.546011e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17723 members 
Mstep: Class 4 contains 9858 members 
Mstep: Class 5 contains 19895 members 
Mstep: Class 6 contains 179180 members 
Mstep: Class 7 contains 14135 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43129 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 19504 members 
Mstep: Class 12 contains 84016 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 14 contains 42013 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237516 members 
Mstep: Class 17 contains 241668 members 
Mstep: Class 18 contains 16232 members 
Mstep: Class 19 contains 9686 members 
Mstep: Class 20 contains 214267 members 
Mstep: Class 21 contains 2803 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 11009 members 
Mstep: Class 26 contains 20225 members 
Mstep: Class 27 contains 4022 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601344.000000 Penalty: 101103.531250
Iteration 450Q: 30 clusters Score -1.546013e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17726 members 
Mstep: Class 4 contains 9855 members 
Mstep: Class 5 contains 19879 members 
Mstep: Class 6 contains 179156 members 
Mstep: Class 7 contains 14130 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43132 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19504 members 
Mstep: Class 12 contains 84021 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 14 contains 41997 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237455 members 
Mstep: Class 17 contains 241766 members 
Mstep: Class 18 contains 16230 members 
Mstep: Class 19 contains 9681 members 
Mstep: Class 20 contains 214304 members 
Mstep: Class 21 contains 2803 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 11017 members 
Mstep: Class 26 contains 20223 members 
Mstep: Class 27 contains 4022 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601488.000000 Penalty: 101103.531250
Iteration 451Q: 30 clusters Score -1.546015e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53589 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17729 members 
Mstep: Class 4 contains 9854 members 
Mstep: Class 5 contains 19869 members 
Mstep: Class 6 contains 179124 members 
Mstep: Class 7 contains 14124 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43124 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19506 members 
Mstep: Class 12 contains 84036 members 
Mstep: Class 13 contains 9149 members 
Mstep: Class 14 contains 41988 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237405 members 
Mstep: Class 17 contains 241868 members 
Mstep: Class 18 contains 16227 members 
Mstep: Class 19 contains 9676 members 
Mstep: Class 20 contains 214306 members 
Mstep: Class 21 contains 2804 members 
Mstep: Class 22 contains 3725 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 11020 members 
Mstep: Class 26 contains 20226 members 
Mstep: Class 27 contains 4023 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601408.000000 Penalty: 101103.531250
Iteration 452Q: 30 clusters Score -1.546014e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53579 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17732 members 
Mstep: Class 4 contains 9853 members 
Mstep: Class 5 contains 19865 members 
Mstep: Class 6 contains 179087 members 
Mstep: Class 7 contains 14116 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43130 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19506 members 
Mstep: Class 12 contains 84045 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 14 contains 41981 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237341 members 
Mstep: Class 17 contains 241982 members 
Mstep: Class 18 contains 16225 members 
Mstep: Class 19 contains 9674 members 
Mstep: Class 20 contains 214305 members 
Mstep: Class 21 contains 2805 members 
Mstep: Class 22 contains 3725 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2348 members 
Mstep: Class 25 contains 11022 members 
Mstep: Class 26 contains 20226 members 
Mstep: Class 27 contains 4023 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601664.000000 Penalty: 101103.531250
Iteration 453Q: 30 clusters Score -1.546017e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53586 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17736 members 
Mstep: Class 4 contains 9854 members 
Mstep: Class 5 contains 19845 members 
Mstep: Class 6 contains 179073 members 
Mstep: Class 7 contains 14110 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43126 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 19507 members 
Mstep: Class 12 contains 84047 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 14 contains 41976 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237276 members 
Mstep: Class 17 contains 242094 members 
Mstep: Class 18 contains 16223 members 
Mstep: Class 19 contains 9669 members 
Mstep: Class 20 contains 214290 members 
Mstep: Class 21 contains 2805 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2350 members 
Mstep: Class 25 contains 11022 members 
Mstep: Class 26 contains 20227 members 
Mstep: Class 27 contains 4024 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601728.000000 Penalty: 101103.531250
Iteration 454Q: 30 clusters Score -1.546017e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17740 members 
Mstep: Class 4 contains 9853 members 
Mstep: Class 5 contains 19832 members 
Mstep: Class 6 contains 179015 members 
Mstep: Class 7 contains 14106 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43126 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 19507 members 
Mstep: Class 12 contains 84056 members 
Mstep: Class 13 contains 9147 members 
Mstep: Class 14 contains 41972 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237237 members 
Mstep: Class 17 contains 242230 members 
Mstep: Class 18 contains 16222 members 
Mstep: Class 19 contains 9667 members 
Mstep: Class 20 contains 214244 members 
Mstep: Class 21 contains 2804 members 
Mstep: Class 22 contains 3727 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 11026 members 
Mstep: Class 26 contains 20228 members 
Mstep: Class 27 contains 4025 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601808.000000 Penalty: 101103.531250
Iteration 455Q: 30 clusters Score -1.546018e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17744 members 
Mstep: Class 4 contains 9853 members 
Mstep: Class 5 contains 19827 members 
Mstep: Class 6 contains 178964 members 
Mstep: Class 7 contains 14103 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43120 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19509 members 
Mstep: Class 12 contains 84067 members 
Mstep: Class 13 contains 9147 members 
Mstep: Class 14 contains 41972 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237176 members 
Mstep: Class 17 contains 242327 members 
Mstep: Class 18 contains 16221 members 
Mstep: Class 19 contains 9664 members 
Mstep: Class 20 contains 214225 members 
Mstep: Class 21 contains 2804 members 
Mstep: Class 22 contains 3727 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 11030 members 
Mstep: Class 26 contains 20230 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601712.000000 Penalty: 101103.531250
Iteration 456Q: 30 clusters Score -1.546017e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17749 members 
Mstep: Class 4 contains 9853 members 
Mstep: Class 5 contains 19812 members 
Mstep: Class 6 contains 178896 members 
Mstep: Class 7 contains 14100 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43119 members 
Mstep: Class 10 contains 9709 members 
Mstep: Class 11 contains 19509 members 
Mstep: Class 12 contains 84078 members 
Mstep: Class 13 contains 9146 members 
Mstep: Class 14 contains 41991 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237136 members 
Mstep: Class 17 contains 242431 members 
Mstep: Class 18 contains 16221 members 
Mstep: Class 19 contains 9654 members 
Mstep: Class 20 contains 214197 members 
Mstep: Class 21 contains 2806 members 
Mstep: Class 22 contains 3727 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 11034 members 
Mstep: Class 26 contains 20229 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601648.000000 Penalty: 101103.531250
Iteration 457Q: 30 clusters Score -1.546016e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17753 members 
Mstep: Class 4 contains 9847 members 
Mstep: Class 5 contains 19801 members 
Mstep: Class 6 contains 178828 members 
Mstep: Class 7 contains 14098 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43114 members 
Mstep: Class 10 contains 9709 members 
Mstep: Class 11 contains 19510 members 
Mstep: Class 12 contains 84083 members 
Mstep: Class 13 contains 9147 members 
Mstep: Class 14 contains 41993 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237117 members 
Mstep: Class 17 contains 242540 members 
Mstep: Class 18 contains 16222 members 
Mstep: Class 19 contains 9651 members 
Mstep: Class 20 contains 214169 members 
Mstep: Class 21 contains 2807 members 
Mstep: Class 22 contains 3727 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2350 members 
Mstep: Class 25 contains 11035 members 
Mstep: Class 26 contains 20225 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601776.000000 Penalty: 101103.531250
Iteration 458Q: 30 clusters Score -1.546018e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17756 members 
Mstep: Class 4 contains 9848 members 
Mstep: Class 5 contains 19797 members 
Mstep: Class 6 contains 178773 members 
Mstep: Class 7 contains 14092 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43114 members 
Mstep: Class 10 contains 9708 members 
Mstep: Class 11 contains 19510 members 
Mstep: Class 12 contains 84087 members 
Mstep: Class 13 contains 9145 members 
Mstep: Class 14 contains 41995 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237086 members 
Mstep: Class 17 contains 242638 members 
Mstep: Class 18 contains 16220 members 
Mstep: Class 19 contains 9647 members 
Mstep: Class 20 contains 214137 members 
Mstep: Class 21 contains 2807 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2348 members 
Mstep: Class 25 contains 11038 members 
Mstep: Class 26 contains 20224 members 
Mstep: Class 27 contains 4025 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601776.000000 Penalty: 101103.531250
Iteration 459Q: 30 clusters Score -1.546018e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53738 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17758 members 
Mstep: Class 4 contains 9851 members 
Mstep: Class 5 contains 19792 members 
Mstep: Class 6 contains 178730 members 
Mstep: Class 7 contains 14080 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43110 members 
Mstep: Class 10 contains 9708 members 
Mstep: Class 11 contains 19510 members 
Mstep: Class 12 contains 84085 members 
Mstep: Class 13 contains 9146 members 
Mstep: Class 14 contains 41995 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237048 members 
Mstep: Class 17 contains 242701 members 
Mstep: Class 18 contains 16221 members 
Mstep: Class 19 contains 9646 members 
Mstep: Class 20 contains 214137 members 
Mstep: Class 21 contains 2807 members 
Mstep: Class 22 contains 3725 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 11042 members 
Mstep: Class 26 contains 20222 members 
Mstep: Class 27 contains 4025 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154602064.000000 Penalty: 101103.531250
Iteration 460F: 30 clusters Score -1.546021e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53768 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17759 members 
Mstep: Class 4 contains 9849 members 
Mstep: Class 5 contains 19787 members 
Mstep: Class 6 contains 178660 members 
Mstep: Class 7 contains 14068 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43107 members 
Mstep: Class 10 contains 9708 members 
Mstep: Class 11 contains 19508 members 
Mstep: Class 12 contains 84076 members 
Mstep: Class 13 contains 9147 members 
Mstep: Class 14 contains 41988 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237031 members 
Mstep: Class 17 contains 242782 members 
Mstep: Class 18 contains 16217 members 
Mstep: Class 19 contains 9644 members 
Mstep: Class 20 contains 214147 members 
Mstep: Class 21 contains 2808 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 11050 members 
Mstep: Class 26 contains 20223 members 
Mstep: Class 27 contains 4025 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601936.000000 Penalty: 101103.531250
Iteration 461Q: 30 clusters Score -1.546019e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53806 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17757 members 
Mstep: Class 4 contains 9845 members 
Mstep: Class 5 contains 19777 members 
Mstep: Class 6 contains 178622 members 
Mstep: Class 7 contains 14054 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43104 members 
Mstep: Class 10 contains 9708 members 
Mstep: Class 11 contains 19508 members 
Mstep: Class 12 contains 84067 members 
Mstep: Class 13 contains 9147 members 
Mstep: Class 14 contains 41971 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 237003 members 
Mstep: Class 17 contains 242843 members 
Mstep: Class 18 contains 16218 members 
Mstep: Class 19 contains 9642 members 
Mstep: Class 20 contains 214168 members 
Mstep: Class 21 contains 2807 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 11055 members 
Mstep: Class 26 contains 20223 members 
Mstep: Class 27 contains 4025 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601936.000000 Penalty: 101103.531250
Iteration 462Q: 30 clusters Score -1.546019e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17759 members 
Mstep: Class 4 contains 9839 members 
Mstep: Class 5 contains 19764 members 
Mstep: Class 6 contains 178572 members 
Mstep: Class 7 contains 14046 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43099 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19507 members 
Mstep: Class 12 contains 84070 members 
Mstep: Class 13 contains 9147 members 
Mstep: Class 14 contains 41958 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 236934 members 
Mstep: Class 17 contains 242939 members 
Mstep: Class 18 contains 16218 members 
Mstep: Class 19 contains 9638 members 
Mstep: Class 20 contains 214197 members 
Mstep: Class 21 contains 2807 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 11053 members 
Mstep: Class 26 contains 20227 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601856.000000 Penalty: 101103.531250
Iteration 463Q: 30 clusters Score -1.546019e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17763 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 19760 members 
Mstep: Class 6 contains 178529 members 
Mstep: Class 7 contains 14044 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43099 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19508 members 
Mstep: Class 12 contains 84074 members 
Mstep: Class 13 contains 9147 members 
Mstep: Class 14 contains 41942 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 236815 members 
Mstep: Class 17 contains 243067 members 
Mstep: Class 18 contains 16216 members 
Mstep: Class 19 contains 9630 members 
Mstep: Class 20 contains 214228 members 
Mstep: Class 21 contains 2806 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 11051 members 
Mstep: Class 26 contains 20230 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601728.000000 Penalty: 101103.531250
Iteration 464Q: 30 clusters Score -1.546017e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53882 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17766 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 19756 members 
Mstep: Class 6 contains 178475 members 
Mstep: Class 7 contains 14040 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43095 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19508 members 
Mstep: Class 12 contains 84073 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 14 contains 41933 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 236727 members 
Mstep: Class 17 contains 243178 members 
Mstep: Class 18 contains 16218 members 
Mstep: Class 19 contains 9620 members 
Mstep: Class 20 contains 214273 members 
Mstep: Class 21 contains 2806 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 11052 members 
Mstep: Class 26 contains 20230 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601888.000000 Penalty: 101103.531250
Iteration 465Q: 30 clusters Score -1.546019e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17771 members 
Mstep: Class 4 contains 9830 members 
Mstep: Class 5 contains 19751 members 
Mstep: Class 6 contains 178387 members 
Mstep: Class 7 contains 14040 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43092 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19509 members 
Mstep: Class 12 contains 84063 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 14 contains 41926 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 236653 members 
Mstep: Class 17 contains 243308 members 
Mstep: Class 18 contains 16223 members 
Mstep: Class 19 contains 9614 members 
Mstep: Class 20 contains 214309 members 
Mstep: Class 21 contains 2805 members 
Mstep: Class 22 contains 3727 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2348 members 
Mstep: Class 25 contains 11055 members 
Mstep: Class 26 contains 20232 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601872.000000 Penalty: 101103.531250
Iteration 466Q: 30 clusters Score -1.546019e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17771 members 
Mstep: Class 4 contains 9832 members 
Mstep: Class 5 contains 19745 members 
Mstep: Class 6 contains 178311 members 
Mstep: Class 7 contains 14030 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43094 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19510 members 
Mstep: Class 12 contains 84061 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 14 contains 41924 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 236616 members 
Mstep: Class 17 contains 243409 members 
Mstep: Class 18 contains 16220 members 
Mstep: Class 19 contains 9605 members 
Mstep: Class 20 contains 214338 members 
Mstep: Class 21 contains 2806 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2119 members 
Mstep: Class 24 contains 2347 members 
Mstep: Class 25 contains 11058 members 
Mstep: Class 26 contains 20231 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601984.000000 Penalty: 101103.531250
Iteration 467Q: 30 clusters Score -1.54602e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53908 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17774 members 
Mstep: Class 4 contains 9832 members 
Mstep: Class 5 contains 19733 members 
Mstep: Class 6 contains 178263 members 
Mstep: Class 7 contains 14024 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43095 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19510 members 
Mstep: Class 12 contains 84068 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 14 contains 41917 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 236564 members 
Mstep: Class 17 contains 243481 members 
Mstep: Class 18 contains 16218 members 
Mstep: Class 19 contains 9602 members 
Mstep: Class 20 contains 214381 members 
Mstep: Class 21 contains 2806 members 
Mstep: Class 22 contains 3727 members 
Mstep: Class 23 contains 2120 members 
Mstep: Class 24 contains 2349 members 
Mstep: Class 25 contains 11056 members 
Mstep: Class 26 contains 20232 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154602128.000000 Penalty: 101103.531250
Iteration 468Q: 30 clusters Score -1.546021e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53909 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17777 members 
Mstep: Class 4 contains 9832 members 
Mstep: Class 5 contains 19725 members 
Mstep: Class 6 contains 178226 members 
Mstep: Class 7 contains 14015 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43089 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19509 members 
Mstep: Class 12 contains 84073 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 14 contains 41932 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 236513 members 
Mstep: Class 17 contains 243549 members 
Mstep: Class 18 contains 16215 members 
Mstep: Class 19 contains 9588 members 
Mstep: Class 20 contains 214414 members 
Mstep: Class 21 contains 2806 members 
Mstep: Class 22 contains 3727 members 
Mstep: Class 23 contains 2120 members 
Mstep: Class 24 contains 2349 members 
Mstep: Class 25 contains 11058 members 
Mstep: Class 26 contains 20234 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154602176.000000 Penalty: 101103.531250
Iteration 469Q: 30 clusters Score -1.546022e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17783 members 
Mstep: Class 4 contains 9829 members 
Mstep: Class 5 contains 19719 members 
Mstep: Class 6 contains 178200 members 
Mstep: Class 7 contains 14012 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43081 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19510 members 
Mstep: Class 12 contains 84074 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 14 contains 41932 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 236479 members 
Mstep: Class 17 contains 243608 members 
Mstep: Class 18 contains 16216 members 
Mstep: Class 19 contains 9576 members 
Mstep: Class 20 contains 214438 members 
Mstep: Class 21 contains 2806 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2120 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 11065 members 
Mstep: Class 26 contains 20234 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154602080.000000 Penalty: 101103.531250
Iteration 470Q: 30 clusters Score -1.546021e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53900 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17783 members 
Mstep: Class 4 contains 9830 members 
Mstep: Class 5 contains 19709 members 
Mstep: Class 6 contains 178161 members 
Mstep: Class 7 contains 14011 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43080 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19511 members 
Mstep: Class 12 contains 84069 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 14 contains 41920 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 236436 members 
Mstep: Class 17 contains 243666 members 
Mstep: Class 18 contains 16218 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 214483 members 
Mstep: Class 21 contains 2806 members 
Mstep: Class 22 contains 3727 members 
Mstep: Class 23 contains 2120 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 11072 members 
Mstep: Class 26 contains 20235 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601872.000000 Penalty: 101103.531250
Iteration 471Q: 30 clusters Score -1.546019e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17786 members 
Mstep: Class 4 contains 9830 members 
Mstep: Class 5 contains 19709 members 
Mstep: Class 6 contains 178129 members 
Mstep: Class 7 contains 14007 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43080 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19509 members 
Mstep: Class 12 contains 84065 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 14 contains 41911 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 236394 members 
Mstep: Class 17 contains 243708 members 
Mstep: Class 18 contains 16220 members 
Mstep: Class 19 contains 9567 members 
Mstep: Class 20 contains 214525 members 
Mstep: Class 21 contains 2807 members 
Mstep: Class 22 contains 3727 members 
Mstep: Class 23 contains 2120 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 11083 members 
Mstep: Class 26 contains 20236 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601904.000000 Penalty: 101103.531250
Iteration 472Q: 30 clusters Score -1.546019e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17786 members 
Mstep: Class 4 contains 9828 members 
Mstep: Class 5 contains 19702 members 
Mstep: Class 6 contains 178098 members 
Mstep: Class 7 contains 14009 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43079 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 19510 members 
Mstep: Class 12 contains 84061 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 14 contains 41916 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 236325 members 
Mstep: Class 17 contains 243770 members 
Mstep: Class 18 contains 16222 members 
Mstep: Class 19 contains 9551 members 
Mstep: Class 20 contains 214582 members 
Mstep: Class 21 contains 2808 members 
Mstep: Class 22 contains 3727 members 
Mstep: Class 23 contains 2120 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 11091 members 
Mstep: Class 26 contains 20237 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601680.000000 Penalty: 101103.531250
Iteration 473Q: 30 clusters Score -1.546017e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53893 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17788 members 
Mstep: Class 4 contains 9825 members 
Mstep: Class 5 contains 19697 members 
Mstep: Class 6 contains 178062 members 
Mstep: Class 7 contains 14009 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43083 members 
Mstep: Class 10 contains 9706 members 
Mstep: Class 11 contains 19510 members 
Mstep: Class 12 contains 84058 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 14 contains 41914 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 236207 members 
Mstep: Class 17 contains 243884 members 
Mstep: Class 18 contains 16224 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 214622 members 
Mstep: Class 21 contains 2808 members 
Mstep: Class 22 contains 3727 members 
Mstep: Class 23 contains 2120 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 11099 members 
Mstep: Class 26 contains 20239 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601472.000000 Penalty: 101103.531250
Iteration 474Q: 30 clusters Score -1.546015e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17787 members 
Mstep: Class 4 contains 9828 members 
Mstep: Class 5 contains 19683 members 
Mstep: Class 6 contains 178019 members 
Mstep: Class 7 contains 13999 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43083 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 19510 members 
Mstep: Class 12 contains 84058 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 14 contains 41908 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 236091 members 
Mstep: Class 17 contains 244010 members 
Mstep: Class 18 contains 16225 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 214680 members 
Mstep: Class 21 contains 2808 members 
Mstep: Class 22 contains 3727 members 
Mstep: Class 23 contains 2120 members 
Mstep: Class 24 contains 2353 members 
Mstep: Class 25 contains 11112 members 
Mstep: Class 26 contains 20240 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601600.000000 Penalty: 101103.531250
Iteration 475Q: 30 clusters Score -1.546016e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17787 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 19678 members 
Mstep: Class 6 contains 177944 members 
Mstep: Class 7 contains 13992 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43083 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 19510 members 
Mstep: Class 12 contains 84058 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 14 contains 41895 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 236007 members 
Mstep: Class 17 contains 244116 members 
Mstep: Class 18 contains 16227 members 
Mstep: Class 19 contains 9520 members 
Mstep: Class 20 contains 214743 members 
Mstep: Class 21 contains 2808 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2120 members 
Mstep: Class 24 contains 2353 members 
Mstep: Class 25 contains 11123 members 
Mstep: Class 26 contains 20241 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601600.000000 Penalty: 101103.531250
Iteration 476Q: 30 clusters Score -1.546016e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53904 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17787 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 19673 members 
Mstep: Class 6 contains 177877 members 
Mstep: Class 7 contains 13981 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43078 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 19511 members 
Mstep: Class 12 contains 84054 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 14 contains 41896 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 235933 members 
Mstep: Class 17 contains 244197 members 
Mstep: Class 18 contains 16225 members 
Mstep: Class 19 contains 9512 members 
Mstep: Class 20 contains 214822 members 
Mstep: Class 21 contains 2808 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2120 members 
Mstep: Class 24 contains 2350 members 
Mstep: Class 25 contains 11132 members 
Mstep: Class 26 contains 20240 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601552.000000 Penalty: 101103.531250
Iteration 477Q: 30 clusters Score -1.546016e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17787 members 
Mstep: Class 4 contains 9837 members 
Mstep: Class 5 contains 19657 members 
Mstep: Class 6 contains 177797 members 
Mstep: Class 7 contains 13969 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43072 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 19511 members 
Mstep: Class 12 contains 84055 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 14 contains 41909 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 235852 members 
Mstep: Class 17 contains 244279 members 
Mstep: Class 18 contains 16226 members 
Mstep: Class 19 contains 9511 members 
Mstep: Class 20 contains 214890 members 
Mstep: Class 21 contains 2808 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2350 members 
Mstep: Class 25 contains 11139 members 
Mstep: Class 26 contains 20240 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601392.000000 Penalty: 101103.531250
Iteration 478Q: 30 clusters Score -1.546014e+08 nChanged 865
Entering ConstructFrom: 
Score: -154601392.000000 Penalty: 101103.531250
Entering ConstructFrom: 
Trying to split cluster 1 (53937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53937 members 
Entering Unmasked Estep 
Score: -6778402.500000 Penalty: 2702.101807
	Iteration 0F: 2 clusters Score -6778402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -6742114.000000 Penalty: 5404.203613
	Iteration 0F: 3 clusters Score -6742114 nChanged 25042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -6755815.000000 Penalty: 5404.203613
	Iteration 1F: 3 clusters Score -6755815 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -6756310.000000 Penalty: 5404.203613
	Iteration 2Q: 3 clusters Score -6756310 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -6756874.500000 Penalty: 5404.203613
	Iteration 3Q: 3 clusters Score -6756874 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -6757590.000000 Penalty: 5404.203613
	Iteration 4Q: 3 clusters Score -6757590 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -6758452.000000 Penalty: 5404.203613
	Iteration 5Q: 3 clusters Score -6758452 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -6759690.000000 Penalty: 5404.203613
	Iteration 6Q: 3 clusters Score -6759690 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -6761394.000000 Penalty: 5404.203613
	Iteration 7F: 3 clusters Score -6761394 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -6763485.500000 Penalty: 5404.203613
	Iteration 8F: 3 clusters Score -6763486 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -6766176.500000 Penalty: 5404.203613
	Iteration 9F: 3 clusters Score -6766176 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -6769114.000000 Penalty: 5404.203613
	Iteration 10F: 3 clusters Score -6769114 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -6771816.000000 Penalty: 5404.203613
	Iteration 11F: 3 clusters Score -6771816 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -6773708.500000 Penalty: 5404.203613
	Iteration 12Q: 3 clusters Score -6773708 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52313 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6774875.000000 Penalty: 5404.203613
	Iteration 13Q: 3 clusters Score -6774875 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6775491.500000 Penalty: 5404.203613
	Iteration 14Q: 3 clusters Score -6775492 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6775772.500000 Penalty: 5404.203613
	Iteration 15Q: 3 clusters Score -6775772 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53411 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6775897.000000 Penalty: 5404.203613
	Iteration 16Q: 3 clusters Score -6775897 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6775958.500000 Penalty: 5404.203613
	Iteration 17Q: 3 clusters Score -6775958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6775990.500000 Penalty: 5404.203613
	Iteration 18Q: 3 clusters Score -6775990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53516 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6776028.000000 Penalty: 5404.203613
	Iteration 19Q: 3 clusters Score -6776028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6776060.000000 Penalty: 5404.203613
	Iteration 20F: 3 clusters Score -6776060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53548 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6776084.500000 Penalty: 5404.203613
	Iteration 21Q: 3 clusters Score -6776084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53561 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6776096.500000 Penalty: 5404.203613
	Iteration 22Q: 3 clusters Score -6776096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6776100.000000 Penalty: 5404.203613
	Iteration 23Q: 3 clusters Score -6776100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53574 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6776102.500000 Penalty: 5404.203613
	Iteration 24Q: 3 clusters Score -6776102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6776114.000000 Penalty: 5404.203613
	Iteration 25Q: 3 clusters Score -6776114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6776119.000000 Penalty: 5404.203613
	Iteration 26Q: 3 clusters Score -6776119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6776120.000000 Penalty: 5404.203613
	Iteration 27Q: 3 clusters Score -6776120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6776130.000000 Penalty: 5404.203613
	Iteration 28Q: 3 clusters Score -6776130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53588 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6776134.000000 Penalty: 5404.203613
	Iteration 29Q: 3 clusters Score -6776134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53589 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6776133.500000 Penalty: 5404.203613
	Iteration 30Q: 3 clusters Score -6776134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53587 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6776133.500000 Penalty: 5404.203613
	Iteration 31Q: 3 clusters Score -6776134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53586 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6776130.500000 Penalty: 5404.203613
	Iteration 32Q: 3 clusters Score -6776130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53586 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6776130.500000 Penalty: 5404.203613
	Iteration 33F: 3 clusters Score -6776130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -119727.125000 Penalty: 1724.750488
	Iteration 0F: 2 clusters Score -119727.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -117771.351562 Penalty: 3449.500977
	Iteration 0F: 3 clusters Score -117771.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -118128.585938 Penalty: 3449.500977
	Iteration 1F: 3 clusters Score -118128.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -118311.539062 Penalty: 3449.500977
	Iteration 2F: 3 clusters Score -118311.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -118401.351562 Penalty: 3449.500977
	Iteration 3Q: 3 clusters Score -118401.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -118482.343750 Penalty: 3449.500977
	Iteration 4Q: 3 clusters Score -118482.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -118632.570312 Penalty: 3449.500977
	Iteration 5Q: 3 clusters Score -118632.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -118772.312500 Penalty: 3449.500977
	Iteration 6Q: 3 clusters Score -118772.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -118957.648438 Penalty: 3449.500977
	Iteration 7Q: 3 clusters Score -118957.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -119170.140625 Penalty: 3449.500977
	Iteration 8Q: 3 clusters Score -119170.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -119337.281250 Penalty: 3449.500977
	Iteration 9Q: 3 clusters Score -119337.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -119474.453125 Penalty: 3449.500977
	Iteration 10Q: 3 clusters Score -119474.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -119740.507812 Penalty: 3449.500977
	Iteration 11Q: 3 clusters Score -119740.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -119782.515625 Penalty: 3449.500977
	Iteration 12Q: 3 clusters Score -119782.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -119785.734375 Penalty: 3449.500977
	Iteration 13Q: 3 clusters Score -119785.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -119785.734375 Penalty: 3449.500977
	Iteration 14F: 3 clusters Score -119785.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 17789 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 19636 members 
Mstep: Class 6 contains 177708 members 
Mstep: Class 7 contains 13968 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43068 members 
Mstep: Class 10 contains 9703 members 
Mstep: Class 11 contains 19512 members 
Mstep: Class 12 contains 84057 members 
Mstep: Class 13 contains 9147 members 
Mstep: Class 14 contains 41900 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 235768 members 
Mstep: Class 17 contains 244405 members 
Mstep: Class 18 contains 16221 members 
Mstep: Class 19 contains 9514 members 
Mstep: Class 20 contains 214955 members 
Mstep: Class 21 contains 2809 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2350 members 
Mstep: Class 25 contains 11146 members 
Mstep: Class 26 contains 20241 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 540 members 
Entering Unmasked Estep 
Score: -154599504.000000 Penalty: 104589.859375
Splitting cluster 2 changes total score from -154601392.000000 to -154599504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (17789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Entering Unmasked Estep 
Score: -2189431.500000 Penalty: 2427.011230
	Iteration 0F: 2 clusters Score -2189432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2176741.500000 Penalty: 4854.022461
	Iteration 0F: 3 clusters Score -2176742 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2180875.250000 Penalty: 4854.022461
	Iteration 1F: 3 clusters Score -2180875 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2181260.500000 Penalty: 4854.022461
	Iteration 2F: 3 clusters Score -2181260 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2181592.250000 Penalty: 4854.022461
	Iteration 3Q: 3 clusters Score -2181592 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2181955.750000 Penalty: 4854.022461
	Iteration 4Q: 3 clusters Score -2181956 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2182400.750000 Penalty: 4854.022461
	Iteration 5Q: 3 clusters Score -2182401 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2183005.500000 Penalty: 4854.022461
	Iteration 6F: 3 clusters Score -2183006 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2183715.750000 Penalty: 4854.022461
	Iteration 7F: 3 clusters Score -2183716 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2184427.000000 Penalty: 4854.022461
	Iteration 8F: 3 clusters Score -2184427 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2185144.000000 Penalty: 4854.022461
	Iteration 9F: 3 clusters Score -2185144 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2185783.250000 Penalty: 4854.022461
	Iteration 10Q: 3 clusters Score -2185783 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2186297.000000 Penalty: 4854.022461
	Iteration 11Q: 3 clusters Score -2186297 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2186607.500000 Penalty: 4854.022461
	Iteration 12Q: 3 clusters Score -2186608 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2186848.750000 Penalty: 4854.022461
	Iteration 13Q: 3 clusters Score -2186849 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2187019.000000 Penalty: 4854.022461
	Iteration 14Q: 3 clusters Score -2187019 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2187142.750000 Penalty: 4854.022461
	Iteration 15Q: 3 clusters Score -2187143 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2187209.000000 Penalty: 4854.022461
	Iteration 16Q: 3 clusters Score -2187209 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2187262.500000 Penalty: 4854.022461
	Iteration 17Q: 3 clusters Score -2187262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2187275.500000 Penalty: 4854.022461
	Iteration 18Q: 3 clusters Score -2187276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2187291.250000 Penalty: 4854.022461
	Iteration 19Q: 3 clusters Score -2187291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2187304.750000 Penalty: 4854.022461
	Iteration 20F: 3 clusters Score -2187305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2187319.250000 Penalty: 4854.022461
	Iteration 21Q: 3 clusters Score -2187319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2187323.000000 Penalty: 4854.022461
	Iteration 22Q: 3 clusters Score -2187323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2187325.250000 Penalty: 4854.022461
	Iteration 23Q: 3 clusters Score -2187325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2187330.750000 Penalty: 4854.022461
	Iteration 24Q: 3 clusters Score -2187331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2187335.000000 Penalty: 4854.022461
	Iteration 25Q: 3 clusters Score -2187335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2187337.250000 Penalty: 4854.022461
	Iteration 26Q: 3 clusters Score -2187337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2187337.250000 Penalty: 4854.022461
	Iteration 27Q: 3 clusters Score -2187337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2187340.500000 Penalty: 4854.022461
	Iteration 28Q: 3 clusters Score -2187340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2187345.750000 Penalty: 4854.022461
	Iteration 29Q: 3 clusters Score -2187346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2187347.500000 Penalty: 4854.022461
	Iteration 30Q: 3 clusters Score -2187348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2187347.500000 Penalty: 4854.022461
	Iteration 31F: 3 clusters Score -2187348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Entering Unmasked Estep 
Score: -1168289.875000 Penalty: 2280.012939
	Iteration 0F: 2 clusters Score -1168290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1160766.000000 Penalty: 4560.025879
	Iteration 0F: 3 clusters Score -1160766 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1163006.125000 Penalty: 4560.025879
	Iteration 1F: 3 clusters Score -1163006 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1163381.500000 Penalty: 4560.025879
	Iteration 2F: 3 clusters Score -1163382 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1163612.375000 Penalty: 4560.025879
	Iteration 3F: 3 clusters Score -1163612 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1163743.125000 Penalty: 4560.025879
	Iteration 4Q: 3 clusters Score -1163743 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1163848.500000 Penalty: 4560.025879
	Iteration 5Q: 3 clusters Score -1163848 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1163932.625000 Penalty: 4560.025879
	Iteration 6Q: 3 clusters Score -1163933 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1164004.875000 Penalty: 4560.025879
	Iteration 7Q: 3 clusters Score -1164005 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1164062.625000 Penalty: 4560.025879
	Iteration 8Q: 3 clusters Score -1164063 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1164124.000000 Penalty: 4560.025879
	Iteration 9Q: 3 clusters Score -1164124 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1164192.250000 Penalty: 4560.025879
	Iteration 10Q: 3 clusters Score -1164192 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1164255.750000 Penalty: 4560.025879
	Iteration 11Q: 3 clusters Score -1164256 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1164314.875000 Penalty: 4560.025879
	Iteration 12Q: 3 clusters Score -1164315 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1164381.250000 Penalty: 4560.025879
	Iteration 13Q: 3 clusters Score -1164381 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1164453.000000 Penalty: 4560.025879
	Iteration 14Q: 3 clusters Score -1164453 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1164518.500000 Penalty: 4560.025879
	Iteration 15Q: 3 clusters Score -1164518 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1164597.375000 Penalty: 4560.025879
	Iteration 16Q: 3 clusters Score -1164597 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1164693.625000 Penalty: 4560.025879
	Iteration 17Q: 3 clusters Score -1164694 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1164814.125000 Penalty: 4560.025879
	Iteration 18Q: 3 clusters Score -1164814 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1164939.000000 Penalty: 4560.025879
	Iteration 19Q: 3 clusters Score -1164939 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1165070.250000 Penalty: 4560.025879
	Iteration 20F: 3 clusters Score -1165070 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1165187.875000 Penalty: 4560.025879
	Iteration 21Q: 3 clusters Score -1165188 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1165313.625000 Penalty: 4560.025879
	Iteration 22Q: 3 clusters Score -1165314 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1165427.000000 Penalty: 4560.025879
	Iteration 23Q: 3 clusters Score -1165427 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1165526.500000 Penalty: 4560.025879
	Iteration 24Q: 3 clusters Score -1165526 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1165635.000000 Penalty: 4560.025879
	Iteration 25Q: 3 clusters Score -1165635 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1165737.000000 Penalty: 4560.025879
	Iteration 26Q: 3 clusters Score -1165737 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1165830.125000 Penalty: 4560.025879
	Iteration 27Q: 3 clusters Score -1165830 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1165934.750000 Penalty: 4560.025879
	Iteration 28Q: 3 clusters Score -1165935 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1166036.000000 Penalty: 4560.025879
	Iteration 29Q: 3 clusters Score -1166036 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1166155.750000 Penalty: 4560.025879
	Iteration 30Q: 3 clusters Score -1166156 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1166284.500000 Penalty: 4560.025879
	Iteration 31Q: 3 clusters Score -1166284 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1166372.625000 Penalty: 4560.025879
	Iteration 32Q: 3 clusters Score -1166373 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1166457.625000 Penalty: 4560.025879
	Iteration 33Q: 3 clusters Score -1166458 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1166508.750000 Penalty: 4560.025879
	Iteration 34Q: 3 clusters Score -1166509 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1166555.875000 Penalty: 4560.025879
	Iteration 35Q: 3 clusters Score -1166556 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1166583.125000 Penalty: 4560.025879
	Iteration 36Q: 3 clusters Score -1166583 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1166602.625000 Penalty: 4560.025879
	Iteration 37Q: 3 clusters Score -1166603 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1166612.250000 Penalty: 4560.025879
	Iteration 38Q: 3 clusters Score -1166612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1166622.625000 Penalty: 4560.025879
	Iteration 39Q: 3 clusters Score -1166623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1166628.375000 Penalty: 4560.025879
	Iteration 40F: 3 clusters Score -1166628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1166632.000000 Penalty: 4560.025879
	Iteration 41Q: 3 clusters Score -1166632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1166638.500000 Penalty: 4560.025879
	Iteration 42Q: 3 clusters Score -1166638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1166644.500000 Penalty: 4560.025879
	Iteration 43Q: 3 clusters Score -1166644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1166645.125000 Penalty: 4560.025879
	Iteration 44Q: 3 clusters Score -1166645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1166651.250000 Penalty: 4560.025879
	Iteration 45Q: 3 clusters Score -1166651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1166655.750000 Penalty: 4560.025879
	Iteration 46Q: 3 clusters Score -1166656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1166658.250000 Penalty: 4560.025879
	Iteration 47Q: 3 clusters Score -1166658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1166660.000000 Penalty: 4560.025879
	Iteration 48Q: 3 clusters Score -1166660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1166658.875000 Penalty: 4560.025879
	Iteration 49Q: 3 clusters Score -1166659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1166665.000000 Penalty: 4560.025879
	Iteration 50Q: 3 clusters Score -1166665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1166666.750000 Penalty: 4560.025879
	Iteration 51Q: 3 clusters Score -1166667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1166671.375000 Penalty: 4560.025879
	Iteration 52Q: 3 clusters Score -1166671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1166674.375000 Penalty: 4560.025879
	Iteration 53Q: 3 clusters Score -1166674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1166674.625000 Penalty: 4560.025879
	Iteration 54Q: 3 clusters Score -1166675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1166679.250000 Penalty: 4560.025879
	Iteration 55Q: 3 clusters Score -1166679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1166680.625000 Penalty: 4560.025879
	Iteration 56Q: 3 clusters Score -1166681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1166680.000000 Penalty: 4560.025879
	Iteration 57Q: 3 clusters Score -1166680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1166679.500000 Penalty: 4560.025879
	Iteration 58Q: 3 clusters Score -1166680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1166683.125000 Penalty: 4560.025879
	Iteration 59Q: 3 clusters Score -1166683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1166685.500000 Penalty: 4560.025879
	Iteration 60F: 3 clusters Score -1166686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1166686.500000 Penalty: 4560.025879
	Iteration 61Q: 3 clusters Score -1166686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1166687.375000 Penalty: 4560.025879
	Iteration 62Q: 3 clusters Score -1166687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1166688.250000 Penalty: 4560.025879
	Iteration 63Q: 3 clusters Score -1166688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1166688.250000 Penalty: 4560.025879
	Iteration 64F: 3 clusters Score -1166688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Entering Unmasked Estep 
Score: -2491813.000000 Penalty: 2451.509521
	Iteration 0F: 2 clusters Score -2491813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2477975.250000 Penalty: 4903.019043
	Iteration 0F: 3 clusters Score -2477975 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2482829.000000 Penalty: 4903.019043
	Iteration 1F: 3 clusters Score -2482829 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2483379.000000 Penalty: 4903.019043
	Iteration 2F: 3 clusters Score -2483379 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2483869.250000 Penalty: 4903.019043
	Iteration 3F: 3 clusters Score -2483869 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2484382.000000 Penalty: 4903.019043
	Iteration 4Q: 3 clusters Score -2484382 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2484875.250000 Penalty: 4903.019043
	Iteration 5Q: 3 clusters Score -2484875 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2485411.500000 Penalty: 4903.019043
	Iteration 6Q: 3 clusters Score -2485412 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2485932.750000 Penalty: 4903.019043
	Iteration 7Q: 3 clusters Score -2485933 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2486424.750000 Penalty: 4903.019043
	Iteration 8Q: 3 clusters Score -2486425 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2486851.500000 Penalty: 4903.019043
	Iteration 9Q: 3 clusters Score -2486852 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2487263.000000 Penalty: 4903.019043
	Iteration 10Q: 3 clusters Score -2487263 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2487582.000000 Penalty: 4903.019043
	Iteration 11Q: 3 clusters Score -2487582 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2487892.000000 Penalty: 4903.019043
	Iteration 12Q: 3 clusters Score -2487892 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2488160.500000 Penalty: 4903.019043
	Iteration 13Q: 3 clusters Score -2488160 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2488385.250000 Penalty: 4903.019043
	Iteration 14Q: 3 clusters Score -2488385 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2488549.750000 Penalty: 4903.019043
	Iteration 15Q: 3 clusters Score -2488550 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2488699.750000 Penalty: 4903.019043
	Iteration 16Q: 3 clusters Score -2488700 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2488817.250000 Penalty: 4903.019043
	Iteration 17Q: 3 clusters Score -2488817 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2488929.250000 Penalty: 4903.019043
	Iteration 18Q: 3 clusters Score -2488929 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2489020.750000 Penalty: 4903.019043
	Iteration 19Q: 3 clusters Score -2489021 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2489100.500000 Penalty: 4903.019043
	Iteration 20F: 3 clusters Score -2489100 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2489189.250000 Penalty: 4903.019043
	Iteration 21Q: 3 clusters Score -2489189 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2489233.750000 Penalty: 4903.019043
	Iteration 22Q: 3 clusters Score -2489234 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2489276.500000 Penalty: 4903.019043
	Iteration 23Q: 3 clusters Score -2489276 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2489314.750000 Penalty: 4903.019043
	Iteration 24Q: 3 clusters Score -2489315 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2489341.250000 Penalty: 4903.019043
	Iteration 25Q: 3 clusters Score -2489341 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2489367.250000 Penalty: 4903.019043
	Iteration 26Q: 3 clusters Score -2489367 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2489393.750000 Penalty: 4903.019043
	Iteration 27Q: 3 clusters Score -2489394 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2489425.750000 Penalty: 4903.019043
	Iteration 28Q: 3 clusters Score -2489426 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2489454.750000 Penalty: 4903.019043
	Iteration 29Q: 3 clusters Score -2489455 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2489500.500000 Penalty: 4903.019043
	Iteration 30Q: 3 clusters Score -2489500 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2489518.750000 Penalty: 4903.019043
	Iteration 31Q: 3 clusters Score -2489519 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2489543.250000 Penalty: 4903.019043
	Iteration 32Q: 3 clusters Score -2489543 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2489569.500000 Penalty: 4903.019043
	Iteration 33Q: 3 clusters Score -2489570 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2489605.250000 Penalty: 4903.019043
	Iteration 34Q: 3 clusters Score -2489605 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2489615.000000 Penalty: 4903.019043
	Iteration 35Q: 3 clusters Score -2489615 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2489630.750000 Penalty: 4903.019043
	Iteration 36Q: 3 clusters Score -2489631 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2489642.000000 Penalty: 4903.019043
	Iteration 37Q: 3 clusters Score -2489642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2489660.000000 Penalty: 4903.019043
	Iteration 38Q: 3 clusters Score -2489660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2489667.250000 Penalty: 4903.019043
	Iteration 39Q: 3 clusters Score -2489667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2489677.500000 Penalty: 4903.019043
	Iteration 40F: 3 clusters Score -2489678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2489682.750000 Penalty: 4903.019043
	Iteration 41Q: 3 clusters Score -2489683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2489691.500000 Penalty: 4903.019043
	Iteration 42Q: 3 clusters Score -2489692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2489696.750000 Penalty: 4903.019043
	Iteration 43Q: 3 clusters Score -2489697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2489705.000000 Penalty: 4903.019043
	Iteration 44Q: 3 clusters Score -2489705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2489706.750000 Penalty: 4903.019043
	Iteration 45Q: 3 clusters Score -2489707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2489711.000000 Penalty: 4903.019043
	Iteration 46Q: 3 clusters Score -2489711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2489713.000000 Penalty: 4903.019043
	Iteration 47Q: 3 clusters Score -2489713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2489720.000000 Penalty: 4903.019043
	Iteration 48Q: 3 clusters Score -2489720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2489718.250000 Penalty: 4903.019043
	Iteration 49Q: 3 clusters Score -2489718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2489722.250000 Penalty: 4903.019043
	Iteration 50Q: 3 clusters Score -2489722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2489727.000000 Penalty: 4903.019043
	Iteration 51Q: 3 clusters Score -2489727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2489737.250000 Penalty: 4903.019043
	Iteration 52Q: 3 clusters Score -2489737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2489738.500000 Penalty: 4903.019043
	Iteration 53Q: 3 clusters Score -2489738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2489743.250000 Penalty: 4903.019043
	Iteration 54Q: 3 clusters Score -2489743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2489746.000000 Penalty: 4903.019043
	Iteration 55Q: 3 clusters Score -2489746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2489746.500000 Penalty: 4903.019043
	Iteration 56Q: 3 clusters Score -2489746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2489746.500000 Penalty: 4903.019043
	Iteration 57Q: 3 clusters Score -2489746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2489751.250000 Penalty: 4903.019043
	Iteration 58Q: 3 clusters Score -2489751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2489754.750000 Penalty: 4903.019043
	Iteration 59Q: 3 clusters Score -2489755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2489757.250000 Penalty: 4903.019043
	Iteration 60F: 3 clusters Score -2489757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2489761.750000 Penalty: 4903.019043
	Iteration 61Q: 3 clusters Score -2489762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2489763.750000 Penalty: 4903.019043
	Iteration 62Q: 3 clusters Score -2489764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2489764.000000 Penalty: 4903.019043
	Iteration 63Q: 3 clusters Score -2489764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2489764.000000 Penalty: 4903.019043
	Iteration 64F: 3 clusters Score -2489764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (177708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177708 members 
Entering Unmasked Estep 
Score: -22292386.000000 Penalty: 2997.798584
	Iteration 0F: 2 clusters Score -2.229239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88727 members 
Mstep: Class 2 contains 88981 members 
Entering Unmasked Estep 
Score: -22176110.000000 Penalty: 5995.597168
	Iteration 0F: 3 clusters Score -2.217611e+07 nChanged 85216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87105 members 
Mstep: Class 2 contains 90603 members 
Entering Unmasked Estep 
Score: -22226722.000000 Penalty: 5995.597168
	Iteration 1F: 3 clusters Score -2.222672e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85318 members 
Mstep: Class 2 contains 92390 members 
Entering Unmasked Estep 
Score: -22228910.000000 Penalty: 5995.597168
	Iteration 2Q: 3 clusters Score -2.222891e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82272 members 
Mstep: Class 2 contains 95436 members 
Entering Unmasked Estep 
Score: -22232436.000000 Penalty: 5995.597168
	Iteration 3Q: 3 clusters Score -2.223244e+07 nChanged 9906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77572 members 
Mstep: Class 2 contains 100136 members 
Entering Unmasked Estep 
Score: -22238128.000000 Penalty: 5995.597168
	Iteration 4F: 3 clusters Score -2.223813e+07 nChanged 12190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71084 members 
Mstep: Class 2 contains 106624 members 
Entering Unmasked Estep 
Score: -22246674.000000 Penalty: 5995.597168
	Iteration 5F: 3 clusters Score -2.224667e+07 nChanged 13498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63524 members 
Mstep: Class 2 contains 114184 members 
Entering Unmasked Estep 
Score: -22257404.000000 Penalty: 5995.597168
	Iteration 6F: 3 clusters Score -2.22574e+07 nChanged 12381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56577 members 
Mstep: Class 2 contains 121131 members 
Entering Unmasked Estep 
Score: -22267704.000000 Penalty: 5995.597168
	Iteration 7F: 3 clusters Score -2.22677e+07 nChanged 9567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 126150 members 
Entering Unmasked Estep 
Score: -22274348.000000 Penalty: 5995.597168
	Iteration 8F: 3 clusters Score -2.227435e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 129816 members 
Entering Unmasked Estep 
Score: -22277236.000000 Penalty: 5995.597168
	Iteration 9Q: 3 clusters Score -2.227724e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 132904 members 
Entering Unmasked Estep 
Score: -22278670.000000 Penalty: 5995.597168
	Iteration 10Q: 3 clusters Score -2.227867e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 135810 members 
Entering Unmasked Estep 
Score: -22279732.000000 Penalty: 5995.597168
	Iteration 11Q: 3 clusters Score -2.227973e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 138541 members 
Entering Unmasked Estep 
Score: -22280660.000000 Penalty: 5995.597168
	Iteration 12Q: 3 clusters Score -2.228066e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 141193 members 
Entering Unmasked Estep 
Score: -22281552.000000 Penalty: 5995.597168
	Iteration 13Q: 3 clusters Score -2.228155e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 143778 members 
Entering Unmasked Estep 
Score: -22282432.000000 Penalty: 5995.597168
	Iteration 14Q: 3 clusters Score -2.228243e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 146216 members 
Entering Unmasked Estep 
Score: -22283086.000000 Penalty: 5995.597168
	Iteration 15Q: 3 clusters Score -2.228309e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 148506 members 
Entering Unmasked Estep 
Score: -22283780.000000 Penalty: 5995.597168
	Iteration 16Q: 3 clusters Score -2.228378e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 150691 members 
Entering Unmasked Estep 
Score: -22284424.000000 Penalty: 5995.597168
	Iteration 17Q: 3 clusters Score -2.228442e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 152855 members 
Entering Unmasked Estep 
Score: -22285172.000000 Penalty: 5995.597168
	Iteration 18Q: 3 clusters Score -2.228517e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 154935 members 
Entering Unmasked Estep 
Score: -22285950.000000 Penalty: 5995.597168
	Iteration 19Q: 3 clusters Score -2.228595e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 156926 members 
Entering Unmasked Estep 
Score: -22286506.000000 Penalty: 5995.597168
	Iteration 20F: 3 clusters Score -2.228651e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 158859 members 
Entering Unmasked Estep 
Score: -22287194.000000 Penalty: 5995.597168
	Iteration 21Q: 3 clusters Score -2.228719e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 160605 members 
Entering Unmasked Estep 
Score: -22287830.000000 Penalty: 5995.597168
	Iteration 22Q: 3 clusters Score -2.228783e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 162243 members 
Entering Unmasked Estep 
Score: -22288422.000000 Penalty: 5995.597168
	Iteration 23Q: 3 clusters Score -2.228842e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 163793 members 
Entering Unmasked Estep 
Score: -22288964.000000 Penalty: 5995.597168
	Iteration 24Q: 3 clusters Score -2.228896e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 165193 members 
Entering Unmasked Estep 
Score: -22289296.000000 Penalty: 5995.597168
	Iteration 25Q: 3 clusters Score -2.22893e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 166473 members 
Entering Unmasked Estep 
Score: -22289678.000000 Penalty: 5995.597168
	Iteration 26Q: 3 clusters Score -2.228968e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 167610 members 
Entering Unmasked Estep 
Score: -22289842.000000 Penalty: 5995.597168
	Iteration 27Q: 3 clusters Score -2.228984e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 168599 members 
Entering Unmasked Estep 
Score: -22290082.000000 Penalty: 5995.597168
	Iteration 28Q: 3 clusters Score -2.229008e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 169404 members 
Entering Unmasked Estep 
Score: -22290260.000000 Penalty: 5995.597168
	Iteration 29Q: 3 clusters Score -2.229026e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 170109 members 
Entering Unmasked Estep 
Score: -22290368.000000 Penalty: 5995.597168
	Iteration 30Q: 3 clusters Score -2.229037e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 170734 members 
Entering Unmasked Estep 
Score: -22290464.000000 Penalty: 5995.597168
	Iteration 31Q: 3 clusters Score -2.229046e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 171289 members 
Entering Unmasked Estep 
Score: -22290550.000000 Penalty: 5995.597168
	Iteration 32Q: 3 clusters Score -2.229055e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 171778 members 
Entering Unmasked Estep 
Score: -22290570.000000 Penalty: 5995.597168
	Iteration 33Q: 3 clusters Score -2.229057e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 172218 members 
Entering Unmasked Estep 
Score: -22290610.000000 Penalty: 5995.597168
	Iteration 34Q: 3 clusters Score -2.229061e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 172598 members 
Entering Unmasked Estep 
Score: -22290660.000000 Penalty: 5995.597168
	Iteration 35Q: 3 clusters Score -2.229066e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 172948 members 
Entering Unmasked Estep 
Score: -22290742.000000 Penalty: 5995.597168
	Iteration 36Q: 3 clusters Score -2.229074e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 173254 members 
Entering Unmasked Estep 
Score: -22290870.000000 Penalty: 5995.597168
	Iteration 37Q: 3 clusters Score -2.229087e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 173495 members 
Entering Unmasked Estep 
Score: -22290878.000000 Penalty: 5995.597168
	Iteration 38Q: 3 clusters Score -2.229088e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 173688 members 
Entering Unmasked Estep 
Score: -22290850.000000 Penalty: 5995.597168
	Iteration 39Q: 3 clusters Score -2.229085e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 173850 members 
Entering Unmasked Estep 
Score: -22290858.000000 Penalty: 5995.597168
	Iteration 40F: 3 clusters Score -2.229086e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 173989 members 
Entering Unmasked Estep 
Score: -22290902.000000 Penalty: 5995.597168
	Iteration 41Q: 3 clusters Score -2.22909e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 174122 members 
Entering Unmasked Estep 
Score: -22290872.000000 Penalty: 5995.597168
	Iteration 42Q: 3 clusters Score -2.229087e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 174237 members 
Entering Unmasked Estep 
Score: -22290940.000000 Penalty: 5995.597168
	Iteration 43Q: 3 clusters Score -2.229094e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 174340 members 
Entering Unmasked Estep 
Score: -22290938.000000 Penalty: 5995.597168
	Iteration 44Q: 3 clusters Score -2.229094e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 174423 members 
Entering Unmasked Estep 
Score: -22290952.000000 Penalty: 5995.597168
	Iteration 45Q: 3 clusters Score -2.229095e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 174487 members 
Entering Unmasked Estep 
Score: -22290954.000000 Penalty: 5995.597168
	Iteration 46Q: 3 clusters Score -2.229095e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 174541 members 
Entering Unmasked Estep 
Score: -22290944.000000 Penalty: 5995.597168
	Iteration 47Q: 3 clusters Score -2.229094e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 174592 members 
Entering Unmasked Estep 
Score: -22290960.000000 Penalty: 5995.597168
	Iteration 48Q: 3 clusters Score -2.229096e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 174645 members 
Entering Unmasked Estep 
Score: -22290950.000000 Penalty: 5995.597168
	Iteration 49Q: 3 clusters Score -2.229095e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 174688 members 
Entering Unmasked Estep 
Score: -22290966.000000 Penalty: 5995.597168
	Iteration 50Q: 3 clusters Score -2.229097e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 174751 members 
Entering Unmasked Estep 
Score: -22290978.000000 Penalty: 5995.597168
	Iteration 51Q: 3 clusters Score -2.229098e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 174803 members 
Entering Unmasked Estep 
Score: -22290958.000000 Penalty: 5995.597168
	Iteration 52Q: 3 clusters Score -2.229096e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 174848 members 
Entering Unmasked Estep 
Score: -22290972.000000 Penalty: 5995.597168
	Iteration 53Q: 3 clusters Score -2.229097e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 174898 members 
Entering Unmasked Estep 
Score: -22291006.000000 Penalty: 5995.597168
	Iteration 54Q: 3 clusters Score -2.229101e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 174938 members 
Entering Unmasked Estep 
Score: -22290982.000000 Penalty: 5995.597168
	Iteration 55Q: 3 clusters Score -2.229098e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 174974 members 
Entering Unmasked Estep 
Score: -22290984.000000 Penalty: 5995.597168
	Iteration 56Q: 3 clusters Score -2.229098e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 175010 members 
Entering Unmasked Estep 
Score: -22290970.000000 Penalty: 5995.597168
	Iteration 57Q: 3 clusters Score -2.229097e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 175031 members 
Entering Unmasked Estep 
Score: -22290992.000000 Penalty: 5995.597168
	Iteration 58Q: 3 clusters Score -2.229099e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 175054 members 
Entering Unmasked Estep 
Score: -22290950.000000 Penalty: 5995.597168
	Iteration 59Q: 3 clusters Score -2.229095e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 175074 members 
Entering Unmasked Estep 
Score: -22290950.000000 Penalty: 5995.597168
	Iteration 60F: 3 clusters Score -2.229095e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 175094 members 
Entering Unmasked Estep 
Score: -22290916.000000 Penalty: 5995.597168
	Iteration 61Q: 3 clusters Score -2.229092e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 175112 members 
Entering Unmasked Estep 
Score: -22290940.000000 Penalty: 5995.597168
	Iteration 62Q: 3 clusters Score -2.229094e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 175135 members 
Entering Unmasked Estep 
Score: -22290922.000000 Penalty: 5995.597168
	Iteration 63Q: 3 clusters Score -2.229092e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 175160 members 
Entering Unmasked Estep 
Score: -22290924.000000 Penalty: 5995.597168
	Iteration 64Q: 3 clusters Score -2.229092e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 175175 members 
Entering Unmasked Estep 
Score: -22290918.000000 Penalty: 5995.597168
	Iteration 65Q: 3 clusters Score -2.229092e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 175188 members 
Entering Unmasked Estep 
Score: -22290908.000000 Penalty: 5995.597168
	Iteration 66Q: 3 clusters Score -2.229091e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 175206 members 
Entering Unmasked Estep 
Score: -22290922.000000 Penalty: 5995.597168
	Iteration 67Q: 3 clusters Score -2.229092e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 175221 members 
Entering Unmasked Estep 
Score: -22290886.000000 Penalty: 5995.597168
	Iteration 68Q: 3 clusters Score -2.229089e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 175233 members 
Entering Unmasked Estep 
Score: -22290896.000000 Penalty: 5995.597168
	Iteration 69Q: 3 clusters Score -2.22909e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 175249 members 
Entering Unmasked Estep 
Score: -22290922.000000 Penalty: 5995.597168
	Iteration 70Q: 3 clusters Score -2.229092e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 175264 members 
Entering Unmasked Estep 
Score: -22290912.000000 Penalty: 5995.597168
	Iteration 71Q: 3 clusters Score -2.229091e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 175284 members 
Entering Unmasked Estep 
Score: -22290944.000000 Penalty: 5995.597168
	Iteration 72Q: 3 clusters Score -2.229094e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 175299 members 
Entering Unmasked Estep 
Score: -22290932.000000 Penalty: 5995.597168
	Iteration 73Q: 3 clusters Score -2.229093e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 175311 members 
Entering Unmasked Estep 
Score: -22290924.000000 Penalty: 5995.597168
	Iteration 74Q: 3 clusters Score -2.229092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 175322 members 
Entering Unmasked Estep 
Score: -22290916.000000 Penalty: 5995.597168
	Iteration 75Q: 3 clusters Score -2.229092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 175330 members 
Entering Unmasked Estep 
Score: -22290932.000000 Penalty: 5995.597168
	Iteration 76Q: 3 clusters Score -2.229093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 175339 members 
Entering Unmasked Estep 
Score: -22290926.000000 Penalty: 5995.597168
	Iteration 77Q: 3 clusters Score -2.229093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 175342 members 
Entering Unmasked Estep 
Score: -22290926.000000 Penalty: 5995.597168
	Iteration 78Q: 3 clusters Score -2.229093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 175344 members 
Entering Unmasked Estep 
Score: -22290930.000000 Penalty: 5995.597168
	Iteration 79Q: 3 clusters Score -2.229093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 175347 members 
Entering Unmasked Estep 
Score: -22290910.000000 Penalty: 5995.597168
	Iteration 80F: 3 clusters Score -2.229091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 175348 members 
Entering Unmasked Estep 
Score: -22290910.000000 Penalty: 5995.597168
	Iteration 81Q: 3 clusters Score -2.229091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 175348 members 
Entering Unmasked Estep 
Score: -22290910.000000 Penalty: 5995.597168
	Iteration 82F: 3 clusters Score -2.229091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Entering Unmasked Estep 
Score: -1751695.000000 Penalty: 2367.041992
	Iteration 0F: 2 clusters Score -1751695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1741658.375000 Penalty: 4734.083984
	Iteration 0F: 3 clusters Score -1741658 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1744801.875000 Penalty: 4734.083984
	Iteration 1F: 3 clusters Score -1744802 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1745172.750000 Penalty: 4734.083984
	Iteration 2F: 3 clusters Score -1745173 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1745458.375000 Penalty: 4734.083984
	Iteration 3Q: 3 clusters Score -1745458 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1745716.125000 Penalty: 4734.083984
	Iteration 4Q: 3 clusters Score -1745716 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1745978.500000 Penalty: 4734.083984
	Iteration 5Q: 3 clusters Score -1745978 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1746284.625000 Penalty: 4734.083984
	Iteration 6Q: 3 clusters Score -1746285 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1746681.875000 Penalty: 4734.083984
	Iteration 7Q: 3 clusters Score -1746682 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1747138.375000 Penalty: 4734.083984
	Iteration 8Q: 3 clusters Score -1747138 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1747602.500000 Penalty: 4734.083984
	Iteration 9Q: 3 clusters Score -1747602 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1747994.625000 Penalty: 4734.083984
	Iteration 10Q: 3 clusters Score -1747995 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1748355.875000 Penalty: 4734.083984
	Iteration 11Q: 3 clusters Score -1748356 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1748657.625000 Penalty: 4734.083984
	Iteration 12Q: 3 clusters Score -1748658 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1748891.000000 Penalty: 4734.083984
	Iteration 13Q: 3 clusters Score -1748891 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1749055.750000 Penalty: 4734.083984
	Iteration 14Q: 3 clusters Score -1749056 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1749164.875000 Penalty: 4734.083984
	Iteration 15Q: 3 clusters Score -1749165 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1749243.500000 Penalty: 4734.083984
	Iteration 16Q: 3 clusters Score -1749244 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1749295.625000 Penalty: 4734.083984
	Iteration 17Q: 3 clusters Score -1749296 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1749350.625000 Penalty: 4734.083984
	Iteration 18Q: 3 clusters Score -1749351 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1749387.125000 Penalty: 4734.083984
	Iteration 19Q: 3 clusters Score -1749387 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1749429.375000 Penalty: 4734.083984
	Iteration 20F: 3 clusters Score -1749429 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1749460.000000 Penalty: 4734.083984
	Iteration 21Q: 3 clusters Score -1749460 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1749485.500000 Penalty: 4734.083984
	Iteration 22Q: 3 clusters Score -1749486 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1749512.625000 Penalty: 4734.083984
	Iteration 23Q: 3 clusters Score -1749513 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1749529.500000 Penalty: 4734.083984
	Iteration 24Q: 3 clusters Score -1749530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1749548.125000 Penalty: 4734.083984
	Iteration 25Q: 3 clusters Score -1749548 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1749566.000000 Penalty: 4734.083984
	Iteration 26Q: 3 clusters Score -1749566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1749580.375000 Penalty: 4734.083984
	Iteration 27Q: 3 clusters Score -1749580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1749595.500000 Penalty: 4734.083984
	Iteration 28Q: 3 clusters Score -1749596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1749607.250000 Penalty: 4734.083984
	Iteration 29Q: 3 clusters Score -1749607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1749614.625000 Penalty: 4734.083984
	Iteration 30Q: 3 clusters Score -1749615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1749622.750000 Penalty: 4734.083984
	Iteration 31Q: 3 clusters Score -1749623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1749626.625000 Penalty: 4734.083984
	Iteration 32Q: 3 clusters Score -1749627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1749632.625000 Penalty: 4734.083984
	Iteration 33Q: 3 clusters Score -1749633 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1749641.000000 Penalty: 4734.083984
	Iteration 34Q: 3 clusters Score -1749641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1749646.125000 Penalty: 4734.083984
	Iteration 35Q: 3 clusters Score -1749646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1749650.625000 Penalty: 4734.083984
	Iteration 36Q: 3 clusters Score -1749651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1749652.000000 Penalty: 4734.083984
	Iteration 37Q: 3 clusters Score -1749652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1749656.375000 Penalty: 4734.083984
	Iteration 38Q: 3 clusters Score -1749656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1749655.625000 Penalty: 4734.083984
	Iteration 39Q: 3 clusters Score -1749656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1749655.625000 Penalty: 4734.083984
	Iteration 40F: 3 clusters Score -1749656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -44157.261719 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -44157.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42803.839844 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -42803.84 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43072.628906 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -43072.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43169.406250 Penalty: 2999.496582
	Iteration 2F: 3 clusters Score -43169.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43218.972656 Penalty: 2999.496582
	Iteration 3Q: 3 clusters Score -43218.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43266.531250 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -43266.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43309.593750 Penalty: 2999.496582
	Iteration 5Q: 3 clusters Score -43309.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43355.230469 Penalty: 2999.496582
	Iteration 6Q: 3 clusters Score -43355.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43428.703125 Penalty: 2999.496582
	Iteration 7Q: 3 clusters Score -43428.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43498.351562 Penalty: 2999.496582
	Iteration 8Q: 3 clusters Score -43498.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43585.640625 Penalty: 2999.496582
	Iteration 9Q: 3 clusters Score -43585.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -43681.582031 Penalty: 2999.496582
	Iteration 10Q: 3 clusters Score -43681.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -43756.367188 Penalty: 2999.496582
	Iteration 11Q: 3 clusters Score -43756.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -43809.902344 Penalty: 2999.496582
	Iteration 12Q: 3 clusters Score -43809.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -43824.027344 Penalty: 2999.496582
	Iteration 13Q: 3 clusters Score -43824.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -43846.972656 Penalty: 2999.496582
	Iteration 14Q: 3 clusters Score -43846.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43850.769531 Penalty: 2999.496582
	Iteration 15Q: 3 clusters Score -43850.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -43858.148438 Penalty: 2999.496582
	Iteration 16Q: 3 clusters Score -43858.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -43860.867188 Penalty: 2999.496582
	Iteration 17Q: 3 clusters Score -43860.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -43860.867188 Penalty: 2999.496582
	Iteration 18F: 3 clusters Score -43860.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Entering Unmasked Estep 
Score: -5214921.500000 Penalty: 2646.292725
	Iteration 0F: 2 clusters Score -5214922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -5185907.000000 Penalty: 5292.585449
	Iteration 0F: 3 clusters Score -5185907 nChanged 19824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -5197122.500000 Penalty: 5292.585449
	Iteration 1F: 3 clusters Score -5197122 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -5198210.000000 Penalty: 5292.585449
	Iteration 2F: 3 clusters Score -5198210 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -5199426.500000 Penalty: 5292.585449
	Iteration 3F: 3 clusters Score -5199426 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -5200692.000000 Penalty: 5292.585449
	Iteration 4F: 3 clusters Score -5200692 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -5202086.000000 Penalty: 5292.585449
	Iteration 5F: 3 clusters Score -5202086 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -5203535.000000 Penalty: 5292.585449
	Iteration 6F: 3 clusters Score -5203535 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -5204876.000000 Penalty: 5292.585449
	Iteration 7F: 3 clusters Score -5204876 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -5205998.000000 Penalty: 5292.585449
	Iteration 8F: 3 clusters Score -5205998 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -5206911.000000 Penalty: 5292.585449
	Iteration 9Q: 3 clusters Score -5206911 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -5207569.000000 Penalty: 5292.585449
	Iteration 10Q: 3 clusters Score -5207569 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -5208092.000000 Penalty: 5292.585449
	Iteration 11Q: 3 clusters Score -5208092 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -5208524.500000 Penalty: 5292.585449
	Iteration 12Q: 3 clusters Score -5208524 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -5208998.500000 Penalty: 5292.585449
	Iteration 13Q: 3 clusters Score -5208998 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -5209378.500000 Penalty: 5292.585449
	Iteration 14Q: 3 clusters Score -5209378 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -5209713.000000 Penalty: 5292.585449
	Iteration 15Q: 3 clusters Score -5209713 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -5209961.500000 Penalty: 5292.585449
	Iteration 16Q: 3 clusters Score -5209962 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -5210215.000000 Penalty: 5292.585449
	Iteration 17Q: 3 clusters Score -5210215 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -5210453.000000 Penalty: 5292.585449
	Iteration 18Q: 3 clusters Score -5210453 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -5210677.000000 Penalty: 5292.585449
	Iteration 19Q: 3 clusters Score -5210677 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -5210884.000000 Penalty: 5292.585449
	Iteration 20F: 3 clusters Score -5210884 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -5211096.500000 Penalty: 5292.585449
	Iteration 21Q: 3 clusters Score -5211096 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -5211269.000000 Penalty: 5292.585449
	Iteration 22Q: 3 clusters Score -5211269 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -5211430.000000 Penalty: 5292.585449
	Iteration 23Q: 3 clusters Score -5211430 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -5211545.000000 Penalty: 5292.585449
	Iteration 24Q: 3 clusters Score -5211545 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -5211673.500000 Penalty: 5292.585449
	Iteration 25Q: 3 clusters Score -5211674 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -5211786.500000 Penalty: 5292.585449
	Iteration 26Q: 3 clusters Score -5211786 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -5211898.500000 Penalty: 5292.585449
	Iteration 27Q: 3 clusters Score -5211898 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -5212011.000000 Penalty: 5292.585449
	Iteration 28Q: 3 clusters Score -5212011 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -5212116.500000 Penalty: 5292.585449
	Iteration 29Q: 3 clusters Score -5212116 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -5212213.500000 Penalty: 5292.585449
	Iteration 30Q: 3 clusters Score -5212214 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -5212325.500000 Penalty: 5292.585449
	Iteration 31Q: 3 clusters Score -5212326 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -5212431.000000 Penalty: 5292.585449
	Iteration 32Q: 3 clusters Score -5212431 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -5212535.500000 Penalty: 5292.585449
	Iteration 33Q: 3 clusters Score -5212536 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -5212634.500000 Penalty: 5292.585449
	Iteration 34Q: 3 clusters Score -5212634 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -5212741.000000 Penalty: 5292.585449
	Iteration 35Q: 3 clusters Score -5212741 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -5212823.500000 Penalty: 5292.585449
	Iteration 36Q: 3 clusters Score -5212824 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -5212990.000000 Penalty: 5292.585449
	Iteration 37Q: 3 clusters Score -5212990 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -5213239.000000 Penalty: 5292.585449
	Iteration 38Q: 3 clusters Score -5213239 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -5213550.000000 Penalty: 5292.585449
	Iteration 39Q: 3 clusters Score -5213550 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -5213788.000000 Penalty: 5292.585449
	Iteration 40F: 3 clusters Score -5213788 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -5213946.000000 Penalty: 5292.585449
	Iteration 41Q: 3 clusters Score -5213946 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -5213999.000000 Penalty: 5292.585449
	Iteration 42Q: 3 clusters Score -5213999 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -5214045.500000 Penalty: 5292.585449
	Iteration 43Q: 3 clusters Score -5214046 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -5214064.500000 Penalty: 5292.585449
	Iteration 44Q: 3 clusters Score -5214064 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -5214070.000000 Penalty: 5292.585449
	Iteration 45Q: 3 clusters Score -5214070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -5214077.500000 Penalty: 5292.585449
	Iteration 46Q: 3 clusters Score -5214078 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -5214105.000000 Penalty: 5292.585449
	Iteration 47Q: 3 clusters Score -5214105 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -5214110.500000 Penalty: 5292.585449
	Iteration 48Q: 3 clusters Score -5214110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -5214118.000000 Penalty: 5292.585449
	Iteration 49Q: 3 clusters Score -5214118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -5214112.500000 Penalty: 5292.585449
	Iteration 50Q: 3 clusters Score -5214112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -5214115.500000 Penalty: 5292.585449
	Iteration 51Q: 3 clusters Score -5214116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -5214123.500000 Penalty: 5292.585449
	Iteration 52Q: 3 clusters Score -5214124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -5214118.500000 Penalty: 5292.585449
	Iteration 53Q: 3 clusters Score -5214118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -5214131.000000 Penalty: 5292.585449
	Iteration 54Q: 3 clusters Score -5214131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -5214141.000000 Penalty: 5292.585449
	Iteration 55Q: 3 clusters Score -5214141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -5214131.000000 Penalty: 5292.585449
	Iteration 56Q: 3 clusters Score -5214131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -5214141.000000 Penalty: 5292.585449
	Iteration 57Q: 3 clusters Score -5214141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -5214147.000000 Penalty: 5292.585449
	Iteration 58Q: 3 clusters Score -5214147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -5214145.000000 Penalty: 5292.585449
	Iteration 59Q: 3 clusters Score -5214145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -5214145.000000 Penalty: 5292.585449
	Iteration 60F: 3 clusters Score -5214145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Entering Unmasked Estep 
Score: -1146050.375000 Penalty: 2276.687256
	Iteration 0F: 2 clusters Score -1146050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1138511.125000 Penalty: 4553.374512
	Iteration 0F: 3 clusters Score -1138511 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1140805.250000 Penalty: 4553.374512
	Iteration 1F: 3 clusters Score -1140805 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1141414.250000 Penalty: 4553.374512
	Iteration 2F: 3 clusters Score -1141414 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1142030.000000 Penalty: 4553.374512
	Iteration 3F: 3 clusters Score -1142030 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1142600.500000 Penalty: 4553.374512
	Iteration 4F: 3 clusters Score -1142600 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1143134.250000 Penalty: 4553.374512
	Iteration 5F: 3 clusters Score -1143134 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1143595.250000 Penalty: 4553.374512
	Iteration 6F: 3 clusters Score -1143595 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1143942.250000 Penalty: 4553.374512
	Iteration 7F: 3 clusters Score -1143942 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1144209.375000 Penalty: 4553.374512
	Iteration 8Q: 3 clusters Score -1144209 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1144394.250000 Penalty: 4553.374512
	Iteration 9Q: 3 clusters Score -1144394 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1144555.750000 Penalty: 4553.374512
	Iteration 10Q: 3 clusters Score -1144556 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1144688.750000 Penalty: 4553.374512
	Iteration 11Q: 3 clusters Score -1144689 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1144781.250000 Penalty: 4553.374512
	Iteration 12Q: 3 clusters Score -1144781 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1144841.500000 Penalty: 4553.374512
	Iteration 13Q: 3 clusters Score -1144842 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1144886.750000 Penalty: 4553.374512
	Iteration 14Q: 3 clusters Score -1144887 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1144933.375000 Penalty: 4553.374512
	Iteration 15Q: 3 clusters Score -1144933 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1144964.625000 Penalty: 4553.374512
	Iteration 16Q: 3 clusters Score -1144965 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1144994.500000 Penalty: 4553.374512
	Iteration 17Q: 3 clusters Score -1144994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1145022.750000 Penalty: 4553.374512
	Iteration 18Q: 3 clusters Score -1145023 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1145048.375000 Penalty: 4553.374512
	Iteration 19Q: 3 clusters Score -1145048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1145068.250000 Penalty: 4553.374512
	Iteration 20F: 3 clusters Score -1145068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1145094.000000 Penalty: 4553.374512
	Iteration 21Q: 3 clusters Score -1145094 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1145128.000000 Penalty: 4553.374512
	Iteration 22Q: 3 clusters Score -1145128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1145157.750000 Penalty: 4553.374512
	Iteration 23Q: 3 clusters Score -1145158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1145181.750000 Penalty: 4553.374512
	Iteration 24Q: 3 clusters Score -1145182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1145196.875000 Penalty: 4553.374512
	Iteration 25Q: 3 clusters Score -1145197 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1145206.250000 Penalty: 4553.374512
	Iteration 26Q: 3 clusters Score -1145206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1145216.500000 Penalty: 4553.374512
	Iteration 27Q: 3 clusters Score -1145216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1145219.750000 Penalty: 4553.374512
	Iteration 28Q: 3 clusters Score -1145220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1145220.875000 Penalty: 4553.374512
	Iteration 29Q: 3 clusters Score -1145221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1145225.750000 Penalty: 4553.374512
	Iteration 30Q: 3 clusters Score -1145226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1145228.875000 Penalty: 4553.374512
	Iteration 31Q: 3 clusters Score -1145229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1145230.000000 Penalty: 4553.374512
	Iteration 32Q: 3 clusters Score -1145230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1145231.375000 Penalty: 4553.374512
	Iteration 33Q: 3 clusters Score -1145231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1145231.625000 Penalty: 4553.374512
	Iteration 34Q: 3 clusters Score -1145232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1145234.750000 Penalty: 4553.374512
	Iteration 35Q: 3 clusters Score -1145235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1145233.125000 Penalty: 4553.374512
	Iteration 36Q: 3 clusters Score -1145233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1145235.875000 Penalty: 4553.374512
	Iteration 37Q: 3 clusters Score -1145236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1145235.875000 Penalty: 4553.374512
	Iteration 38F: 3 clusters Score -1145236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Entering Unmasked Estep 
Score: -2192345.750000 Penalty: 2449.938721
	Iteration 0F: 2 clusters Score -2192346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2178607.000000 Penalty: 4899.877441
	Iteration 0F: 3 clusters Score -2178607 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2183317.500000 Penalty: 4899.877441
	Iteration 1F: 3 clusters Score -2183318 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2183765.750000 Penalty: 4899.877441
	Iteration 2F: 3 clusters Score -2183766 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2184178.000000 Penalty: 4899.877441
	Iteration 3F: 3 clusters Score -2184178 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2184563.500000 Penalty: 4899.877441
	Iteration 4Q: 3 clusters Score -2184564 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2184920.250000 Penalty: 4899.877441
	Iteration 5Q: 3 clusters Score -2184920 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2185328.000000 Penalty: 4899.877441
	Iteration 6Q: 3 clusters Score -2185328 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2185691.250000 Penalty: 4899.877441
	Iteration 7Q: 3 clusters Score -2185691 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2185973.000000 Penalty: 4899.877441
	Iteration 8Q: 3 clusters Score -2185973 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2186259.000000 Penalty: 4899.877441
	Iteration 9Q: 3 clusters Score -2186259 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2186562.000000 Penalty: 4899.877441
	Iteration 10Q: 3 clusters Score -2186562 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2186915.250000 Penalty: 4899.877441
	Iteration 11Q: 3 clusters Score -2186915 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2187252.000000 Penalty: 4899.877441
	Iteration 12Q: 3 clusters Score -2187252 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2187551.750000 Penalty: 4899.877441
	Iteration 13Q: 3 clusters Score -2187552 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2187870.750000 Penalty: 4899.877441
	Iteration 14Q: 3 clusters Score -2187871 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2188190.000000 Penalty: 4899.877441
	Iteration 15Q: 3 clusters Score -2188190 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2188534.750000 Penalty: 4899.877441
	Iteration 16Q: 3 clusters Score -2188535 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2188853.250000 Penalty: 4899.877441
	Iteration 17Q: 3 clusters Score -2188853 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2189131.250000 Penalty: 4899.877441
	Iteration 18Q: 3 clusters Score -2189131 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -2189414.750000 Penalty: 4899.877441
	Iteration 19Q: 3 clusters Score -2189415 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2189634.750000 Penalty: 4899.877441
	Iteration 20F: 3 clusters Score -2189635 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2189803.500000 Penalty: 4899.877441
	Iteration 21Q: 3 clusters Score -2189804 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2189952.500000 Penalty: 4899.877441
	Iteration 22Q: 3 clusters Score -2189952 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2190069.750000 Penalty: 4899.877441
	Iteration 23Q: 3 clusters Score -2190070 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2190162.250000 Penalty: 4899.877441
	Iteration 24Q: 3 clusters Score -2190162 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2190227.000000 Penalty: 4899.877441
	Iteration 25Q: 3 clusters Score -2190227 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2190275.500000 Penalty: 4899.877441
	Iteration 26Q: 3 clusters Score -2190276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2190314.250000 Penalty: 4899.877441
	Iteration 27Q: 3 clusters Score -2190314 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2190334.500000 Penalty: 4899.877441
	Iteration 28Q: 3 clusters Score -2190334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2190351.500000 Penalty: 4899.877441
	Iteration 29Q: 3 clusters Score -2190352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2190366.250000 Penalty: 4899.877441
	Iteration 30Q: 3 clusters Score -2190366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2190377.250000 Penalty: 4899.877441
	Iteration 31Q: 3 clusters Score -2190377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2190386.750000 Penalty: 4899.877441
	Iteration 32Q: 3 clusters Score -2190387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2190383.000000 Penalty: 4899.877441
	Iteration 33Q: 3 clusters Score -2190383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2190383.500000 Penalty: 4899.877441
	Iteration 34Q: 3 clusters Score -2190384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2190383.500000 Penalty: 4899.877441
	Iteration 35F: 3 clusters Score -2190384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (84057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84057 members 
Entering Unmasked Estep 
Score: -10179643.000000 Penalty: 2812.134033
	Iteration 0F: 2 clusters Score -1.017964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -10123422.000000 Penalty: 5624.268066
	Iteration 0F: 3 clusters Score -1.012342e+07 nChanged 39617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -10146080.000000 Penalty: 5624.268066
	Iteration 1F: 3 clusters Score -1.014608e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -10147196.000000 Penalty: 5624.268066
	Iteration 2Q: 3 clusters Score -1.01472e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -10148516.000000 Penalty: 5624.268066
	Iteration 3Q: 3 clusters Score -1.014852e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -10150202.000000 Penalty: 5624.268066
	Iteration 4Q: 3 clusters Score -1.01502e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -10152504.000000 Penalty: 5624.268066
	Iteration 5Q: 3 clusters Score -1.01525e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -10155847.000000 Penalty: 5624.268066
	Iteration 6F: 3 clusters Score -1.015585e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53376 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -10159877.000000 Penalty: 5624.268066
	Iteration 7F: 3 clusters Score -1.015988e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -10164030.000000 Penalty: 5624.268066
	Iteration 8F: 3 clusters Score -1.016403e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57910 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -10167479.000000 Penalty: 5624.268066
	Iteration 9F: 3 clusters Score -1.016748e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -10170181.000000 Penalty: 5624.268066
	Iteration 10Q: 3 clusters Score -1.017018e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61148 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -10172062.000000 Penalty: 5624.268066
	Iteration 11Q: 3 clusters Score -1.017206e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -10173257.000000 Penalty: 5624.268066
	Iteration 12Q: 3 clusters Score -1.017326e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -10174162.000000 Penalty: 5624.268066
	Iteration 13Q: 3 clusters Score -1.017416e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64622 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -10174770.000000 Penalty: 5624.268066
	Iteration 14Q: 3 clusters Score -1.017477e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -10175256.000000 Penalty: 5624.268066
	Iteration 15Q: 3 clusters Score -1.017526e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66520 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -10175600.000000 Penalty: 5624.268066
	Iteration 16Q: 3 clusters Score -1.01756e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67358 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -10175894.000000 Penalty: 5624.268066
	Iteration 17Q: 3 clusters Score -1.017589e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68141 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -10176135.000000 Penalty: 5624.268066
	Iteration 18Q: 3 clusters Score -1.017614e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68874 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -10176309.000000 Penalty: 5624.268066
	Iteration 19Q: 3 clusters Score -1.017631e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69594 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -10176509.000000 Penalty: 5624.268066
	Iteration 20F: 3 clusters Score -1.017651e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70268 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -10176669.000000 Penalty: 5624.268066
	Iteration 21Q: 3 clusters Score -1.017667e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70872 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -10176832.000000 Penalty: 5624.268066
	Iteration 22Q: 3 clusters Score -1.017683e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71402 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -10176936.000000 Penalty: 5624.268066
	Iteration 23Q: 3 clusters Score -1.017694e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71877 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -10177033.000000 Penalty: 5624.268066
	Iteration 24Q: 3 clusters Score -1.017703e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72274 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -10177079.000000 Penalty: 5624.268066
	Iteration 25Q: 3 clusters Score -1.017708e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72658 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -10177190.000000 Penalty: 5624.268066
	Iteration 26Q: 3 clusters Score -1.017719e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73002 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -10177240.000000 Penalty: 5624.268066
	Iteration 27Q: 3 clusters Score -1.017724e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73348 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -10177256.000000 Penalty: 5624.268066
	Iteration 28Q: 3 clusters Score -1.017726e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73658 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -10177299.000000 Penalty: 5624.268066
	Iteration 29Q: 3 clusters Score -1.01773e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73964 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -10177343.000000 Penalty: 5624.268066
	Iteration 30Q: 3 clusters Score -1.017734e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74235 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -10177347.000000 Penalty: 5624.268066
	Iteration 31Q: 3 clusters Score -1.017735e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74490 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -10177385.000000 Penalty: 5624.268066
	Iteration 32Q: 3 clusters Score -1.017738e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74707 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -10177460.000000 Penalty: 5624.268066
	Iteration 33Q: 3 clusters Score -1.017746e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74921 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -10177481.000000 Penalty: 5624.268066
	Iteration 34Q: 3 clusters Score -1.017748e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75121 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -10177469.000000 Penalty: 5624.268066
	Iteration 35Q: 3 clusters Score -1.017747e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75286 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -10177485.000000 Penalty: 5624.268066
	Iteration 36Q: 3 clusters Score -1.017748e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75442 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -10177504.000000 Penalty: 5624.268066
	Iteration 37Q: 3 clusters Score -1.01775e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75585 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -10177518.000000 Penalty: 5624.268066
	Iteration 38Q: 3 clusters Score -1.017752e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75721 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -10177534.000000 Penalty: 5624.268066
	Iteration 39Q: 3 clusters Score -1.017753e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75833 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -10177532.000000 Penalty: 5624.268066
	Iteration 40F: 3 clusters Score -1.017753e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -10177533.000000 Penalty: 5624.268066
	Iteration 41Q: 3 clusters Score -1.017753e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76045 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -10177558.000000 Penalty: 5624.268066
	Iteration 42Q: 3 clusters Score -1.017756e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76132 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -10177565.000000 Penalty: 5624.268066
	Iteration 43Q: 3 clusters Score -1.017756e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76242 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -10177568.000000 Penalty: 5624.268066
	Iteration 44Q: 3 clusters Score -1.017757e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76341 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -10177574.000000 Penalty: 5624.268066
	Iteration 45Q: 3 clusters Score -1.017757e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76435 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -10177587.000000 Penalty: 5624.268066
	Iteration 46Q: 3 clusters Score -1.017759e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76515 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -10177617.000000 Penalty: 5624.268066
	Iteration 47Q: 3 clusters Score -1.017762e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76583 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -10177609.000000 Penalty: 5624.268066
	Iteration 48Q: 3 clusters Score -1.017761e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76645 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -10177611.000000 Penalty: 5624.268066
	Iteration 49Q: 3 clusters Score -1.017761e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76699 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -10177635.000000 Penalty: 5624.268066
	Iteration 50Q: 3 clusters Score -1.017764e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76739 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -10177640.000000 Penalty: 5624.268066
	Iteration 51Q: 3 clusters Score -1.017764e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76785 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -10177631.000000 Penalty: 5624.268066
	Iteration 52Q: 3 clusters Score -1.017763e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76830 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -10177637.000000 Penalty: 5624.268066
	Iteration 53Q: 3 clusters Score -1.017764e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76867 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -10177642.000000 Penalty: 5624.268066
	Iteration 54Q: 3 clusters Score -1.017764e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76900 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -10177642.000000 Penalty: 5624.268066
	Iteration 55Q: 3 clusters Score -1.017764e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76929 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -10177643.000000 Penalty: 5624.268066
	Iteration 56Q: 3 clusters Score -1.017764e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76957 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -10177652.000000 Penalty: 5624.268066
	Iteration 57Q: 3 clusters Score -1.017765e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76988 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -10177639.000000 Penalty: 5624.268066
	Iteration 58Q: 3 clusters Score -1.017764e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -10177662.000000 Penalty: 5624.268066
	Iteration 59Q: 3 clusters Score -1.017766e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77058 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -10177661.000000 Penalty: 5624.268066
	Iteration 60F: 3 clusters Score -1.017766e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77098 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -10177669.000000 Penalty: 5624.268066
	Iteration 61Q: 3 clusters Score -1.017767e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -10177660.000000 Penalty: 5624.268066
	Iteration 62Q: 3 clusters Score -1.017766e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77167 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -10177670.000000 Penalty: 5624.268066
	Iteration 63Q: 3 clusters Score -1.017767e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77187 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -10177667.000000 Penalty: 5624.268066
	Iteration 64Q: 3 clusters Score -1.017767e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77206 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -10177675.000000 Penalty: 5624.268066
	Iteration 65Q: 3 clusters Score -1.017768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -10177670.000000 Penalty: 5624.268066
	Iteration 66Q: 3 clusters Score -1.017767e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77229 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -10177701.000000 Penalty: 5624.268066
	Iteration 67Q: 3 clusters Score -1.01777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77242 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -10177696.000000 Penalty: 5624.268066
	Iteration 68Q: 3 clusters Score -1.01777e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77256 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -10177695.000000 Penalty: 5624.268066
	Iteration 69Q: 3 clusters Score -1.01777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77267 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -10177696.000000 Penalty: 5624.268066
	Iteration 70Q: 3 clusters Score -1.01777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77275 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -10177701.000000 Penalty: 5624.268066
	Iteration 71Q: 3 clusters Score -1.01777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77286 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -10177686.000000 Penalty: 5624.268066
	Iteration 72Q: 3 clusters Score -1.017769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77295 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -10177695.000000 Penalty: 5624.268066
	Iteration 73Q: 3 clusters Score -1.01777e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77311 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -10177694.000000 Penalty: 5624.268066
	Iteration 74Q: 3 clusters Score -1.017769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77319 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -10177700.000000 Penalty: 5624.268066
	Iteration 75Q: 3 clusters Score -1.01777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77330 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -10177706.000000 Penalty: 5624.268066
	Iteration 76Q: 3 clusters Score -1.017771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77344 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -10177702.000000 Penalty: 5624.268066
	Iteration 77Q: 3 clusters Score -1.01777e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77365 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -10177713.000000 Penalty: 5624.268066
	Iteration 78Q: 3 clusters Score -1.017771e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77387 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -10177714.000000 Penalty: 5624.268066
	Iteration 79Q: 3 clusters Score -1.017771e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77407 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -10177722.000000 Penalty: 5624.268066
	Iteration 80F: 3 clusters Score -1.017772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77413 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -10177713.000000 Penalty: 5624.268066
	Iteration 81Q: 3 clusters Score -1.017771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77425 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -10177721.000000 Penalty: 5624.268066
	Iteration 82Q: 3 clusters Score -1.017772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77441 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -10177732.000000 Penalty: 5624.268066
	Iteration 83Q: 3 clusters Score -1.017773e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77453 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -10177725.000000 Penalty: 5624.268066
	Iteration 84Q: 3 clusters Score -1.017772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77463 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -10177729.000000 Penalty: 5624.268066
	Iteration 85Q: 3 clusters Score -1.017773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77478 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -10177742.000000 Penalty: 5624.268066
	Iteration 86Q: 3 clusters Score -1.017774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77493 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -10177736.000000 Penalty: 5624.268066
	Iteration 87Q: 3 clusters Score -1.017774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77508 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -10177727.000000 Penalty: 5624.268066
	Iteration 88Q: 3 clusters Score -1.017773e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77522 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -10177718.000000 Penalty: 5624.268066
	Iteration 89Q: 3 clusters Score -1.017772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77534 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -10177725.000000 Penalty: 5624.268066
	Iteration 90Q: 3 clusters Score -1.017772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77546 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -10177733.000000 Penalty: 5624.268066
	Iteration 91Q: 3 clusters Score -1.017773e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77566 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -10177738.000000 Penalty: 5624.268066
	Iteration 92Q: 3 clusters Score -1.017774e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77588 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -10177744.000000 Penalty: 5624.268066
	Iteration 93Q: 3 clusters Score -1.017774e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77611 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -10177751.000000 Penalty: 5624.268066
	Iteration 94Q: 3 clusters Score -1.017775e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77629 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -10177734.000000 Penalty: 5624.268066
	Iteration 95Q: 3 clusters Score -1.017773e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77650 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -10177750.000000 Penalty: 5624.268066
	Iteration 96Q: 3 clusters Score -1.017775e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -10177751.000000 Penalty: 5624.268066
	Iteration 97Q: 3 clusters Score -1.017775e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77697 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -10177759.000000 Penalty: 5624.268066
	Iteration 98Q: 3 clusters Score -1.017776e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77721 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -10177762.000000 Penalty: 5624.268066
	Iteration 99Q: 3 clusters Score -1.017776e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77743 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -10177756.000000 Penalty: 5624.268066
	Iteration 100F: 3 clusters Score -1.017776e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77772 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -10177767.000000 Penalty: 5624.268066
	Iteration 101Q: 3 clusters Score -1.017777e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77797 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -10177742.000000 Penalty: 5624.268066
	Iteration 102Q: 3 clusters Score -1.017774e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77814 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -10177738.000000 Penalty: 5624.268066
	Iteration 103Q: 3 clusters Score -1.017774e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77832 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -10177737.000000 Penalty: 5624.268066
	Iteration 104Q: 3 clusters Score -1.017774e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77850 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -10177743.000000 Penalty: 5624.268066
	Iteration 105Q: 3 clusters Score -1.017774e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77877 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -10177751.000000 Penalty: 5624.268066
	Iteration 106Q: 3 clusters Score -1.017775e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77892 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -10177747.000000 Penalty: 5624.268066
	Iteration 107Q: 3 clusters Score -1.017775e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77911 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -10177756.000000 Penalty: 5624.268066
	Iteration 108Q: 3 clusters Score -1.017776e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77934 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -10177754.000000 Penalty: 5624.268066
	Iteration 109Q: 3 clusters Score -1.017775e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77956 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -10177762.000000 Penalty: 5624.268066
	Iteration 110Q: 3 clusters Score -1.017776e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77972 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -10177756.000000 Penalty: 5624.268066
	Iteration 111Q: 3 clusters Score -1.017776e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77987 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -10177752.000000 Penalty: 5624.268066
	Iteration 112Q: 3 clusters Score -1.017775e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78005 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -10177766.000000 Penalty: 5624.268066
	Iteration 113Q: 3 clusters Score -1.017777e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78027 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -10177762.000000 Penalty: 5624.268066
	Iteration 114Q: 3 clusters Score -1.017776e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78041 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -10177767.000000 Penalty: 5624.268066
	Iteration 115Q: 3 clusters Score -1.017777e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78058 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -10177766.000000 Penalty: 5624.268066
	Iteration 116Q: 3 clusters Score -1.017777e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78072 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -10177761.000000 Penalty: 5624.268066
	Iteration 117Q: 3 clusters Score -1.017776e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78088 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -10177766.000000 Penalty: 5624.268066
	Iteration 118Q: 3 clusters Score -1.017777e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78111 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -10177767.000000 Penalty: 5624.268066
	Iteration 119Q: 3 clusters Score -1.017777e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78131 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -10177773.000000 Penalty: 5624.268066
	Iteration 120F: 3 clusters Score -1.017777e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78150 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -10177770.000000 Penalty: 5624.268066
	Iteration 121Q: 3 clusters Score -1.017777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78161 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -10177773.000000 Penalty: 5624.268066
	Iteration 122Q: 3 clusters Score -1.017777e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78173 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -10177787.000000 Penalty: 5624.268066
	Iteration 123Q: 3 clusters Score -1.017779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78179 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -10177776.000000 Penalty: 5624.268066
	Iteration 124Q: 3 clusters Score -1.017778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78185 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -10177789.000000 Penalty: 5624.268066
	Iteration 125Q: 3 clusters Score -1.017779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78190 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -10177788.000000 Penalty: 5624.268066
	Iteration 126Q: 3 clusters Score -1.017779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78194 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -10177782.000000 Penalty: 5624.268066
	Iteration 127Q: 3 clusters Score -1.017778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78201 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -10177779.000000 Penalty: 5624.268066
	Iteration 128Q: 3 clusters Score -1.017778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78210 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -10177781.000000 Penalty: 5624.268066
	Iteration 129Q: 3 clusters Score -1.017778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78217 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -10177779.000000 Penalty: 5624.268066
	Iteration 130Q: 3 clusters Score -1.017778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78223 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -10177785.000000 Penalty: 5624.268066
	Iteration 131Q: 3 clusters Score -1.017778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78232 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -10177777.000000 Penalty: 5624.268066
	Iteration 132Q: 3 clusters Score -1.017778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78238 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -10177775.000000 Penalty: 5624.268066
	Iteration 133Q: 3 clusters Score -1.017778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78241 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -10177778.000000 Penalty: 5624.268066
	Iteration 134Q: 3 clusters Score -1.017778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78248 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -10177775.000000 Penalty: 5624.268066
	Iteration 135Q: 3 clusters Score -1.017778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78260 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -10177780.000000 Penalty: 5624.268066
	Iteration 136Q: 3 clusters Score -1.017778e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78276 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -10177764.000000 Penalty: 5624.268066
	Iteration 137Q: 3 clusters Score -1.017776e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78288 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -10177764.000000 Penalty: 5624.268066
	Iteration 138Q: 3 clusters Score -1.017776e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78305 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -10177769.000000 Penalty: 5624.268066
	Iteration 139Q: 3 clusters Score -1.017777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78315 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -10177790.000000 Penalty: 5624.268066
	Iteration 140F: 3 clusters Score -1.017779e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78327 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -10177783.000000 Penalty: 5624.268066
	Iteration 141Q: 3 clusters Score -1.017778e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78340 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -10177791.000000 Penalty: 5624.268066
	Iteration 142Q: 3 clusters Score -1.017779e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78355 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -10177790.000000 Penalty: 5624.268066
	Iteration 143Q: 3 clusters Score -1.017779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78371 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -10177789.000000 Penalty: 5624.268066
	Iteration 144Q: 3 clusters Score -1.017779e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78377 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -10177780.000000 Penalty: 5624.268066
	Iteration 145Q: 3 clusters Score -1.017778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78383 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -10177806.000000 Penalty: 5624.268066
	Iteration 146Q: 3 clusters Score -1.017781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78392 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -10177805.000000 Penalty: 5624.268066
	Iteration 147Q: 3 clusters Score -1.01778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78403 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -10177786.000000 Penalty: 5624.268066
	Iteration 148Q: 3 clusters Score -1.017779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78409 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -10177794.000000 Penalty: 5624.268066
	Iteration 149Q: 3 clusters Score -1.017779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78417 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -10177789.000000 Penalty: 5624.268066
	Iteration 150Q: 3 clusters Score -1.017779e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78427 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -10177795.000000 Penalty: 5624.268066
	Iteration 151Q: 3 clusters Score -1.01778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78432 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -10177807.000000 Penalty: 5624.268066
	Iteration 152Q: 3 clusters Score -1.017781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78441 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -10177806.000000 Penalty: 5624.268066
	Iteration 153Q: 3 clusters Score -1.017781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78447 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -10177806.000000 Penalty: 5624.268066
	Iteration 154Q: 3 clusters Score -1.017781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78453 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -10177807.000000 Penalty: 5624.268066
	Iteration 155Q: 3 clusters Score -1.017781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78456 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -10177812.000000 Penalty: 5624.268066
	Iteration 156Q: 3 clusters Score -1.017781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78456 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -10177811.000000 Penalty: 5624.268066
	Iteration 157Q: 3 clusters Score -1.017781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78456 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -10177811.000000 Penalty: 5624.268066
	Iteration 158F: 3 clusters Score -1.017781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Entering Unmasked Estep 
Score: -1013400.000000 Penalty: 2262.052979
	Iteration 0F: 2 clusters Score -1013400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1006215.437500 Penalty: 4524.105957
	Iteration 0F: 3 clusters Score -1006215 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1008308.937500 Penalty: 4524.105957
	Iteration 1F: 3 clusters Score -1008309 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1008624.562500 Penalty: 4524.105957
	Iteration 2F: 3 clusters Score -1008625 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1008870.437500 Penalty: 4524.105957
	Iteration 3F: 3 clusters Score -1008870 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1009071.312500 Penalty: 4524.105957
	Iteration 4Q: 3 clusters Score -1009071 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1009220.500000 Penalty: 4524.105957
	Iteration 5Q: 3 clusters Score -1009220 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1009353.625000 Penalty: 4524.105957
	Iteration 6Q: 3 clusters Score -1009354 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1009483.250000 Penalty: 4524.105957
	Iteration 7Q: 3 clusters Score -1009483 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1009609.437500 Penalty: 4524.105957
	Iteration 8Q: 3 clusters Score -1009609 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1009747.375000 Penalty: 4524.105957
	Iteration 9Q: 3 clusters Score -1009747 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1009907.437500 Penalty: 4524.105957
	Iteration 10Q: 3 clusters Score -1009907 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1010083.125000 Penalty: 4524.105957
	Iteration 11Q: 3 clusters Score -1010083 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1010269.625000 Penalty: 4524.105957
	Iteration 12Q: 3 clusters Score -1010270 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1010443.125000 Penalty: 4524.105957
	Iteration 13Q: 3 clusters Score -1010443 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1010609.000000 Penalty: 4524.105957
	Iteration 14Q: 3 clusters Score -1010609 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1010751.062500 Penalty: 4524.105957
	Iteration 15Q: 3 clusters Score -1010751 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1010865.000000 Penalty: 4524.105957
	Iteration 16Q: 3 clusters Score -1010865 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1010963.062500 Penalty: 4524.105957
	Iteration 17Q: 3 clusters Score -1010963 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1011056.312500 Penalty: 4524.105957
	Iteration 18Q: 3 clusters Score -1011056 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1011144.812500 Penalty: 4524.105957
	Iteration 19Q: 3 clusters Score -1011145 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1011244.937500 Penalty: 4524.105957
	Iteration 20F: 3 clusters Score -1011245 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1011326.062500 Penalty: 4524.105957
	Iteration 21Q: 3 clusters Score -1011326 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1011401.187500 Penalty: 4524.105957
	Iteration 22Q: 3 clusters Score -1011401 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1011466.062500 Penalty: 4524.105957
	Iteration 23Q: 3 clusters Score -1011466 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1011528.000000 Penalty: 4524.105957
	Iteration 24Q: 3 clusters Score -1011528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1011571.625000 Penalty: 4524.105957
	Iteration 25Q: 3 clusters Score -1011572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1011598.375000 Penalty: 4524.105957
	Iteration 26Q: 3 clusters Score -1011598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1011620.187500 Penalty: 4524.105957
	Iteration 27Q: 3 clusters Score -1011620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1011647.687500 Penalty: 4524.105957
	Iteration 28Q: 3 clusters Score -1011648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1011671.187500 Penalty: 4524.105957
	Iteration 29Q: 3 clusters Score -1011671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1011689.562500 Penalty: 4524.105957
	Iteration 30Q: 3 clusters Score -1011690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1011705.625000 Penalty: 4524.105957
	Iteration 31Q: 3 clusters Score -1011706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1011720.750000 Penalty: 4524.105957
	Iteration 32Q: 3 clusters Score -1011721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1011733.375000 Penalty: 4524.105957
	Iteration 33Q: 3 clusters Score -1011733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1011744.312500 Penalty: 4524.105957
	Iteration 34Q: 3 clusters Score -1011744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1011748.750000 Penalty: 4524.105957
	Iteration 35Q: 3 clusters Score -1011749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1011752.000000 Penalty: 4524.105957
	Iteration 36Q: 3 clusters Score -1011752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1011757.875000 Penalty: 4524.105957
	Iteration 37Q: 3 clusters Score -1011758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1011766.062500 Penalty: 4524.105957
	Iteration 38Q: 3 clusters Score -1011766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1011770.812500 Penalty: 4524.105957
	Iteration 39Q: 3 clusters Score -1011771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1011775.187500 Penalty: 4524.105957
	Iteration 40F: 3 clusters Score -1011775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1011776.812500 Penalty: 4524.105957
	Iteration 41Q: 3 clusters Score -1011777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1011776.250000 Penalty: 4524.105957
	Iteration 42Q: 3 clusters Score -1011776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1011776.375000 Penalty: 4524.105957
	Iteration 43Q: 3 clusters Score -1011776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1011776.812500 Penalty: 4524.105957
	Iteration 44Q: 3 clusters Score -1011777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1011777.062500 Penalty: 4524.105957
	Iteration 45Q: 3 clusters Score -1011777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1011777.062500 Penalty: 4524.105957
	Iteration 46F: 3 clusters Score -1011777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Entering Unmasked Estep 
Score: -5266273.000000 Penalty: 2639.474121
	Iteration 0F: 2 clusters Score -5266273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -5238011.000000 Penalty: 5278.948242
	Iteration 0F: 3 clusters Score -5238011 nChanged 19272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -5248625.000000 Penalty: 5278.948242
	Iteration 1F: 3 clusters Score -5248625 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -5249090.500000 Penalty: 5278.948242
	Iteration 2Q: 3 clusters Score -5249090 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -5249483.500000 Penalty: 5278.948242
	Iteration 3Q: 3 clusters Score -5249484 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -5249844.000000 Penalty: 5278.948242
	Iteration 4Q: 3 clusters Score -5249844 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -5250212.500000 Penalty: 5278.948242
	Iteration 5Q: 3 clusters Score -5250212 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -5250684.000000 Penalty: 5278.948242
	Iteration 6Q: 3 clusters Score -5250684 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -5251422.000000 Penalty: 5278.948242
	Iteration 7Q: 3 clusters Score -5251422 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -5252490.500000 Penalty: 5278.948242
	Iteration 8Q: 3 clusters Score -5252490 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -5254159.500000 Penalty: 5278.948242
	Iteration 9F: 3 clusters Score -5254160 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -5256339.500000 Penalty: 5278.948242
	Iteration 10F: 3 clusters Score -5256340 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -5258536.000000 Penalty: 5278.948242
	Iteration 11F: 3 clusters Score -5258536 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -5260203.000000 Penalty: 5278.948242
	Iteration 12F: 3 clusters Score -5260203 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -5261229.500000 Penalty: 5278.948242
	Iteration 13Q: 3 clusters Score -5261230 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -5261807.000000 Penalty: 5278.948242
	Iteration 14Q: 3 clusters Score -5261807 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -5262205.000000 Penalty: 5278.948242
	Iteration 15Q: 3 clusters Score -5262205 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -5262527.000000 Penalty: 5278.948242
	Iteration 16Q: 3 clusters Score -5262527 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -5262808.500000 Penalty: 5278.948242
	Iteration 17Q: 3 clusters Score -5262808 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -5263013.500000 Penalty: 5278.948242
	Iteration 18Q: 3 clusters Score -5263014 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -5263180.500000 Penalty: 5278.948242
	Iteration 19Q: 3 clusters Score -5263180 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -5263339.000000 Penalty: 5278.948242
	Iteration 20F: 3 clusters Score -5263339 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -5263493.000000 Penalty: 5278.948242
	Iteration 21Q: 3 clusters Score -5263493 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -5263603.500000 Penalty: 5278.948242
	Iteration 22Q: 3 clusters Score -5263604 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -5263720.000000 Penalty: 5278.948242
	Iteration 23Q: 3 clusters Score -5263720 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -5263812.500000 Penalty: 5278.948242
	Iteration 24Q: 3 clusters Score -5263812 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -5263898.000000 Penalty: 5278.948242
	Iteration 25Q: 3 clusters Score -5263898 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -5263967.000000 Penalty: 5278.948242
	Iteration 26Q: 3 clusters Score -5263967 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -5264009.000000 Penalty: 5278.948242
	Iteration 27Q: 3 clusters Score -5264009 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -5264073.000000 Penalty: 5278.948242
	Iteration 28Q: 3 clusters Score -5264073 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -5264083.000000 Penalty: 5278.948242
	Iteration 29Q: 3 clusters Score -5264083 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -5264131.500000 Penalty: 5278.948242
	Iteration 30Q: 3 clusters Score -5264132 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -5264149.000000 Penalty: 5278.948242
	Iteration 31Q: 3 clusters Score -5264149 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -5264175.500000 Penalty: 5278.948242
	Iteration 32Q: 3 clusters Score -5264176 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -5264164.000000 Penalty: 5278.948242
	Iteration 33Q: 3 clusters Score -5264164 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -5264184.500000 Penalty: 5278.948242
	Iteration 34Q: 3 clusters Score -5264184 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -5264202.500000 Penalty: 5278.948242
	Iteration 35Q: 3 clusters Score -5264202 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -5264221.500000 Penalty: 5278.948242
	Iteration 36Q: 3 clusters Score -5264222 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -5264239.500000 Penalty: 5278.948242
	Iteration 37Q: 3 clusters Score -5264240 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -5264255.000000 Penalty: 5278.948242
	Iteration 38Q: 3 clusters Score -5264255 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -5264283.500000 Penalty: 5278.948242
	Iteration 39Q: 3 clusters Score -5264284 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -5264291.500000 Penalty: 5278.948242
	Iteration 40F: 3 clusters Score -5264292 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -5264302.000000 Penalty: 5278.948242
	Iteration 41Q: 3 clusters Score -5264302 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -5264302.500000 Penalty: 5278.948242
	Iteration 42Q: 3 clusters Score -5264302 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -5264320.000000 Penalty: 5278.948242
	Iteration 43Q: 3 clusters Score -5264320 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -5264333.000000 Penalty: 5278.948242
	Iteration 44Q: 3 clusters Score -5264333 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -5264342.500000 Penalty: 5278.948242
	Iteration 45Q: 3 clusters Score -5264342 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -5264359.500000 Penalty: 5278.948242
	Iteration 46Q: 3 clusters Score -5264360 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -5264379.000000 Penalty: 5278.948242
	Iteration 47Q: 3 clusters Score -5264379 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -5264389.000000 Penalty: 5278.948242
	Iteration 48Q: 3 clusters Score -5264389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -5264396.500000 Penalty: 5278.948242
	Iteration 49Q: 3 clusters Score -5264396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -5264422.000000 Penalty: 5278.948242
	Iteration 50Q: 3 clusters Score -5264422 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -5264426.500000 Penalty: 5278.948242
	Iteration 51Q: 3 clusters Score -5264426 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -5264434.500000 Penalty: 5278.948242
	Iteration 52Q: 3 clusters Score -5264434 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -5264448.500000 Penalty: 5278.948242
	Iteration 53Q: 3 clusters Score -5264448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -5264448.000000 Penalty: 5278.948242
	Iteration 54Q: 3 clusters Score -5264448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -5264456.000000 Penalty: 5278.948242
	Iteration 55Q: 3 clusters Score -5264456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -5264459.000000 Penalty: 5278.948242
	Iteration 56Q: 3 clusters Score -5264459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -5264458.000000 Penalty: 5278.948242
	Iteration 57Q: 3 clusters Score -5264458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -5264467.000000 Penalty: 5278.948242
	Iteration 58Q: 3 clusters Score -5264467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -5264471.000000 Penalty: 5278.948242
	Iteration 59Q: 3 clusters Score -5264471 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -5264478.000000 Penalty: 5278.948242
	Iteration 60F: 3 clusters Score -5264478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -5264473.500000 Penalty: 5278.948242
	Iteration 61Q: 3 clusters Score -5264474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -5264479.000000 Penalty: 5278.948242
	Iteration 62Q: 3 clusters Score -5264479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -5264479.500000 Penalty: 5278.948242
	Iteration 63Q: 3 clusters Score -5264480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -5264473.000000 Penalty: 5278.948242
	Iteration 64Q: 3 clusters Score -5264473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -5264479.000000 Penalty: 5278.948242
	Iteration 65Q: 3 clusters Score -5264479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -5264485.500000 Penalty: 5278.948242
	Iteration 66Q: 3 clusters Score -5264486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -5264495.500000 Penalty: 5278.948242
	Iteration 67Q: 3 clusters Score -5264496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -5264514.500000 Penalty: 5278.948242
	Iteration 68Q: 3 clusters Score -5264514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -5264504.500000 Penalty: 5278.948242
	Iteration 69Q: 3 clusters Score -5264504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -5264504.500000 Penalty: 5278.948242
	Iteration 70Q: 3 clusters Score -5264504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -5264510.500000 Penalty: 5278.948242
	Iteration 71Q: 3 clusters Score -5264510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -5264524.500000 Penalty: 5278.948242
	Iteration 72Q: 3 clusters Score -5264524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -5264510.500000 Penalty: 5278.948242
	Iteration 73Q: 3 clusters Score -5264510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -5264512.000000 Penalty: 5278.948242
	Iteration 74Q: 3 clusters Score -5264512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -5264509.500000 Penalty: 5278.948242
	Iteration 75Q: 3 clusters Score -5264510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -5264510.500000 Penalty: 5278.948242
	Iteration 76Q: 3 clusters Score -5264510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -5264510.000000 Penalty: 5278.948242
	Iteration 77Q: 3 clusters Score -5264510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -5264507.000000 Penalty: 5278.948242
	Iteration 78Q: 3 clusters Score -5264507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -5264511.000000 Penalty: 5278.948242
	Iteration 79Q: 3 clusters Score -5264511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -5264505.500000 Penalty: 5278.948242
	Iteration 80F: 3 clusters Score -5264506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -5264511.500000 Penalty: 5278.948242
	Iteration 81Q: 3 clusters Score -5264512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -5264511.000000 Penalty: 5278.948242
	Iteration 82Q: 3 clusters Score -5264511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -5264514.500000 Penalty: 5278.948242
	Iteration 83Q: 3 clusters Score -5264514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -5264510.500000 Penalty: 5278.948242
	Iteration 84Q: 3 clusters Score -5264510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -5264512.500000 Penalty: 5278.948242
	Iteration 85Q: 3 clusters Score -5264512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -5264513.000000 Penalty: 5278.948242
	Iteration 86Q: 3 clusters Score -5264513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -5264521.000000 Penalty: 5278.948242
	Iteration 87Q: 3 clusters Score -5264521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -5264523.000000 Penalty: 5278.948242
	Iteration 88Q: 3 clusters Score -5264523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -5264527.500000 Penalty: 5278.948242
	Iteration 89Q: 3 clusters Score -5264528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -5264520.000000 Penalty: 5278.948242
	Iteration 90Q: 3 clusters Score -5264520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -5264518.500000 Penalty: 5278.948242
	Iteration 91Q: 3 clusters Score -5264518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -5264518.500000 Penalty: 5278.948242
	Iteration 92F: 3 clusters Score -5264518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Entering Unmasked Estep 
Score: -362360.125000 Penalty: 2037.254517
	Iteration 0F: 2 clusters Score -362360.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -358728.250000 Penalty: 4074.509033
	Iteration 0F: 3 clusters Score -358728.2 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -359696.156250 Penalty: 4074.509033
	Iteration 1F: 3 clusters Score -359696.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -360065.562500 Penalty: 4074.509033
	Iteration 2F: 3 clusters Score -360065.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -360564.531250 Penalty: 4074.509033
	Iteration 3F: 3 clusters Score -360564.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -361159.406250 Penalty: 4074.509033
	Iteration 4F: 3 clusters Score -361159.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -361616.312500 Penalty: 4074.509033
	Iteration 5F: 3 clusters Score -361616.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -361827.750000 Penalty: 4074.509033
	Iteration 6F: 3 clusters Score -361827.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -361904.406250 Penalty: 4074.509033
	Iteration 7Q: 3 clusters Score -361904.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -361940.281250 Penalty: 4074.509033
	Iteration 8Q: 3 clusters Score -361940.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -361962.062500 Penalty: 4074.509033
	Iteration 9Q: 3 clusters Score -361962.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -361975.187500 Penalty: 4074.509033
	Iteration 10Q: 3 clusters Score -361975.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -361981.500000 Penalty: 4074.509033
	Iteration 11Q: 3 clusters Score -361981.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -361984.125000 Penalty: 4074.509033
	Iteration 12Q: 3 clusters Score -361984.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -361984.250000 Penalty: 4074.509033
	Iteration 13Q: 3 clusters Score -361984.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -361986.906250 Penalty: 4074.509033
	Iteration 14Q: 3 clusters Score -361986.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -361987.218750 Penalty: 4074.509033
	Iteration 15Q: 3 clusters Score -361987.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -361988.187500 Penalty: 4074.509033
	Iteration 16Q: 3 clusters Score -361988.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -361989.625000 Penalty: 4074.509033
	Iteration 17Q: 3 clusters Score -361989.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -361990.531250 Penalty: 4074.509033
	Iteration 18Q: 3 clusters Score -361990.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -361993.031250 Penalty: 4074.509033
	Iteration 19Q: 3 clusters Score -361993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -361993.875000 Penalty: 4074.509033
	Iteration 20F: 3 clusters Score -361993.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -361995.250000 Penalty: 4074.509033
	Iteration 21Q: 3 clusters Score -361995.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -361997.062500 Penalty: 4074.509033
	Iteration 22Q: 3 clusters Score -361997.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -361997.218750 Penalty: 4074.509033
	Iteration 23Q: 3 clusters Score -361997.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -361997.593750 Penalty: 4074.509033
	Iteration 24Q: 3 clusters Score -361997.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -361998.500000 Penalty: 4074.509033
	Iteration 25Q: 3 clusters Score -361998.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -361998.500000 Penalty: 4074.509033
	Iteration 26F: 3 clusters Score -361998.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (235768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235768 members 
Entering Unmasked Estep 
Score: -29235236.000000 Penalty: 3067.909668
	Iteration 0F: 2 clusters Score -2.923524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118103 members 
Mstep: Class 2 contains 117665 members 
Entering Unmasked Estep 
Score: -29081226.000000 Penalty: 6135.819336
	Iteration 0F: 3 clusters Score -2.908123e+07 nChanged 113784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122293 members 
Mstep: Class 2 contains 113475 members 
Entering Unmasked Estep 
Score: -29148174.000000 Penalty: 6135.819336
	Iteration 1F: 3 clusters Score -2.914817e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124082 members 
Mstep: Class 2 contains 111686 members 
Entering Unmasked Estep 
Score: -29150278.000000 Penalty: 6135.819336
	Iteration 2Q: 3 clusters Score -2.915028e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126607 members 
Mstep: Class 2 contains 109161 members 
Entering Unmasked Estep 
Score: -29153352.000000 Penalty: 6135.819336
	Iteration 3Q: 3 clusters Score -2.915335e+07 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129934 members 
Mstep: Class 2 contains 105834 members 
Entering Unmasked Estep 
Score: -29158364.000000 Penalty: 6135.819336
	Iteration 4Q: 3 clusters Score -2.915836e+07 nChanged 11698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133870 members 
Mstep: Class 2 contains 101898 members 
Entering Unmasked Estep 
Score: -29165570.000000 Penalty: 6135.819336
	Iteration 5Q: 3 clusters Score -2.916557e+07 nChanged 13808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137770 members 
Mstep: Class 2 contains 97998 members 
Entering Unmasked Estep 
Score: -29175056.000000 Penalty: 6135.819336
	Iteration 6F: 3 clusters Score -2.917506e+07 nChanged 15531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141159 members 
Mstep: Class 2 contains 94609 members 
Entering Unmasked Estep 
Score: -29186480.000000 Penalty: 6135.819336
	Iteration 7F: 3 clusters Score -2.918648e+07 nChanged 15769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143064 members 
Mstep: Class 2 contains 92704 members 
Entering Unmasked Estep 
Score: -29197492.000000 Penalty: 6135.819336
	Iteration 8F: 3 clusters Score -2.919749e+07 nChanged 13992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143606 members 
Mstep: Class 2 contains 92162 members 
Entering Unmasked Estep 
Score: -29205744.000000 Penalty: 6135.819336
	Iteration 9F: 3 clusters Score -2.920574e+07 nChanged 10741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143501 members 
Mstep: Class 2 contains 92267 members 
Entering Unmasked Estep 
Score: -29210184.000000 Penalty: 6135.819336
	Iteration 10Q: 3 clusters Score -2.921018e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143465 members 
Mstep: Class 2 contains 92303 members 
Entering Unmasked Estep 
Score: -29212280.000000 Penalty: 6135.819336
	Iteration 11Q: 3 clusters Score -2.921228e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143452 members 
Mstep: Class 2 contains 92316 members 
Entering Unmasked Estep 
Score: -29214058.000000 Penalty: 6135.819336
	Iteration 12Q: 3 clusters Score -2.921406e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143350 members 
Mstep: Class 2 contains 92418 members 
Entering Unmasked Estep 
Score: -29214978.000000 Penalty: 6135.819336
	Iteration 13Q: 3 clusters Score -2.921498e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143035 members 
Mstep: Class 2 contains 92733 members 
Entering Unmasked Estep 
Score: -29215882.000000 Penalty: 6135.819336
	Iteration 14Q: 3 clusters Score -2.921588e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142651 members 
Mstep: Class 2 contains 93117 members 
Entering Unmasked Estep 
Score: -29216626.000000 Penalty: 6135.819336
	Iteration 15Q: 3 clusters Score -2.921663e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142229 members 
Mstep: Class 2 contains 93539 members 
Entering Unmasked Estep 
Score: -29217610.000000 Penalty: 6135.819336
	Iteration 16Q: 3 clusters Score -2.921761e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141692 members 
Mstep: Class 2 contains 94076 members 
Entering Unmasked Estep 
Score: -29218438.000000 Penalty: 6135.819336
	Iteration 17Q: 3 clusters Score -2.921844e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141138 members 
Mstep: Class 2 contains 94630 members 
Entering Unmasked Estep 
Score: -29219170.000000 Penalty: 6135.819336
	Iteration 18Q: 3 clusters Score -2.921917e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140756 members 
Mstep: Class 2 contains 95012 members 
Entering Unmasked Estep 
Score: -29219980.000000 Penalty: 6135.819336
	Iteration 19Q: 3 clusters Score -2.921998e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140475 members 
Mstep: Class 2 contains 95293 members 
Entering Unmasked Estep 
Score: -29220498.000000 Penalty: 6135.819336
	Iteration 20F: 3 clusters Score -2.92205e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140298 members 
Mstep: Class 2 contains 95470 members 
Entering Unmasked Estep 
Score: -29220564.000000 Penalty: 6135.819336
	Iteration 21Q: 3 clusters Score -2.922056e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140215 members 
Mstep: Class 2 contains 95553 members 
Entering Unmasked Estep 
Score: -29220806.000000 Penalty: 6135.819336
	Iteration 22Q: 3 clusters Score -2.922081e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140244 members 
Mstep: Class 2 contains 95524 members 
Entering Unmasked Estep 
Score: -29220954.000000 Penalty: 6135.819336
	Iteration 23Q: 3 clusters Score -2.922095e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140275 members 
Mstep: Class 2 contains 95493 members 
Entering Unmasked Estep 
Score: -29221004.000000 Penalty: 6135.819336
	Iteration 24Q: 3 clusters Score -2.9221e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140365 members 
Mstep: Class 2 contains 95403 members 
Entering Unmasked Estep 
Score: -29221034.000000 Penalty: 6135.819336
	Iteration 25Q: 3 clusters Score -2.922103e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140495 members 
Mstep: Class 2 contains 95273 members 
Entering Unmasked Estep 
Score: -29221032.000000 Penalty: 6135.819336
	Iteration 26Q: 3 clusters Score -2.922103e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140665 members 
Mstep: Class 2 contains 95103 members 
Entering Unmasked Estep 
Score: -29221138.000000 Penalty: 6135.819336
	Iteration 27Q: 3 clusters Score -2.922114e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140840 members 
Mstep: Class 2 contains 94928 members 
Entering Unmasked Estep 
Score: -29221160.000000 Penalty: 6135.819336
	Iteration 28Q: 3 clusters Score -2.922116e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141016 members 
Mstep: Class 2 contains 94752 members 
Entering Unmasked Estep 
Score: -29221104.000000 Penalty: 6135.819336
	Iteration 29Q: 3 clusters Score -2.92211e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141183 members 
Mstep: Class 2 contains 94585 members 
Entering Unmasked Estep 
Score: -29221086.000000 Penalty: 6135.819336
	Iteration 30Q: 3 clusters Score -2.922109e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141370 members 
Mstep: Class 2 contains 94398 members 
Entering Unmasked Estep 
Score: -29221094.000000 Penalty: 6135.819336
	Iteration 31Q: 3 clusters Score -2.922109e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141549 members 
Mstep: Class 2 contains 94219 members 
Entering Unmasked Estep 
Score: -29221074.000000 Penalty: 6135.819336
	Iteration 32Q: 3 clusters Score -2.922107e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141735 members 
Mstep: Class 2 contains 94033 members 
Entering Unmasked Estep 
Score: -29221066.000000 Penalty: 6135.819336
	Iteration 33Q: 3 clusters Score -2.922107e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141943 members 
Mstep: Class 2 contains 93825 members 
Entering Unmasked Estep 
Score: -29221064.000000 Penalty: 6135.819336
	Iteration 34Q: 3 clusters Score -2.922106e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142135 members 
Mstep: Class 2 contains 93633 members 
Entering Unmasked Estep 
Score: -29221072.000000 Penalty: 6135.819336
	Iteration 35Q: 3 clusters Score -2.922107e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142312 members 
Mstep: Class 2 contains 93456 members 
Entering Unmasked Estep 
Score: -29221106.000000 Penalty: 6135.819336
	Iteration 36Q: 3 clusters Score -2.922111e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142494 members 
Mstep: Class 2 contains 93274 members 
Entering Unmasked Estep 
Score: -29221150.000000 Penalty: 6135.819336
	Iteration 37Q: 3 clusters Score -2.922115e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142680 members 
Mstep: Class 2 contains 93088 members 
Entering Unmasked Estep 
Score: -29221108.000000 Penalty: 6135.819336
	Iteration 38Q: 3 clusters Score -2.922111e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142857 members 
Mstep: Class 2 contains 92911 members 
Entering Unmasked Estep 
Score: -29221058.000000 Penalty: 6135.819336
	Iteration 39Q: 3 clusters Score -2.922106e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143046 members 
Mstep: Class 2 contains 92722 members 
Entering Unmasked Estep 
Score: -29221056.000000 Penalty: 6135.819336
	Iteration 40F: 3 clusters Score -2.922106e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143248 members 
Mstep: Class 2 contains 92520 members 
Entering Unmasked Estep 
Score: -29221096.000000 Penalty: 6135.819336
	Iteration 41Q: 3 clusters Score -2.92211e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143442 members 
Mstep: Class 2 contains 92326 members 
Entering Unmasked Estep 
Score: -29221076.000000 Penalty: 6135.819336
	Iteration 42Q: 3 clusters Score -2.922108e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143642 members 
Mstep: Class 2 contains 92126 members 
Entering Unmasked Estep 
Score: -29221092.000000 Penalty: 6135.819336
	Iteration 43Q: 3 clusters Score -2.922109e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143858 members 
Mstep: Class 2 contains 91910 members 
Entering Unmasked Estep 
Score: -29221170.000000 Penalty: 6135.819336
	Iteration 44Q: 3 clusters Score -2.922117e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144056 members 
Mstep: Class 2 contains 91712 members 
Entering Unmasked Estep 
Score: -29221148.000000 Penalty: 6135.819336
	Iteration 45Q: 3 clusters Score -2.922115e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144268 members 
Mstep: Class 2 contains 91500 members 
Entering Unmasked Estep 
Score: -29221130.000000 Penalty: 6135.819336
	Iteration 46Q: 3 clusters Score -2.922113e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144497 members 
Mstep: Class 2 contains 91271 members 
Entering Unmasked Estep 
Score: -29221152.000000 Penalty: 6135.819336
	Iteration 47Q: 3 clusters Score -2.922115e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144710 members 
Mstep: Class 2 contains 91058 members 
Entering Unmasked Estep 
Score: -29221200.000000 Penalty: 6135.819336
	Iteration 48Q: 3 clusters Score -2.92212e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144907 members 
Mstep: Class 2 contains 90861 members 
Entering Unmasked Estep 
Score: -29221208.000000 Penalty: 6135.819336
	Iteration 49Q: 3 clusters Score -2.922121e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145115 members 
Mstep: Class 2 contains 90653 members 
Entering Unmasked Estep 
Score: -29221180.000000 Penalty: 6135.819336
	Iteration 50Q: 3 clusters Score -2.922118e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145324 members 
Mstep: Class 2 contains 90444 members 
Entering Unmasked Estep 
Score: -29221176.000000 Penalty: 6135.819336
	Iteration 51Q: 3 clusters Score -2.922118e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145553 members 
Mstep: Class 2 contains 90215 members 
Entering Unmasked Estep 
Score: -29221182.000000 Penalty: 6135.819336
	Iteration 52Q: 3 clusters Score -2.922118e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145766 members 
Mstep: Class 2 contains 90002 members 
Entering Unmasked Estep 
Score: -29221208.000000 Penalty: 6135.819336
	Iteration 53Q: 3 clusters Score -2.922121e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145963 members 
Mstep: Class 2 contains 89805 members 
Entering Unmasked Estep 
Score: -29221220.000000 Penalty: 6135.819336
	Iteration 54Q: 3 clusters Score -2.922122e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146166 members 
Mstep: Class 2 contains 89602 members 
Entering Unmasked Estep 
Score: -29221226.000000 Penalty: 6135.819336
	Iteration 55Q: 3 clusters Score -2.922123e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146343 members 
Mstep: Class 2 contains 89425 members 
Entering Unmasked Estep 
Score: -29221226.000000 Penalty: 6135.819336
	Iteration 56Q: 3 clusters Score -2.922123e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146509 members 
Mstep: Class 2 contains 89259 members 
Entering Unmasked Estep 
Score: -29221188.000000 Penalty: 6135.819336
	Iteration 57Q: 3 clusters Score -2.922119e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146666 members 
Mstep: Class 2 contains 89102 members 
Entering Unmasked Estep 
Score: -29221138.000000 Penalty: 6135.819336
	Iteration 58Q: 3 clusters Score -2.922114e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146812 members 
Mstep: Class 2 contains 88956 members 
Entering Unmasked Estep 
Score: -29221218.000000 Penalty: 6135.819336
	Iteration 59Q: 3 clusters Score -2.922122e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146964 members 
Mstep: Class 2 contains 88804 members 
Entering Unmasked Estep 
Score: -29221184.000000 Penalty: 6135.819336
	Iteration 60F: 3 clusters Score -2.922118e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147096 members 
Mstep: Class 2 contains 88672 members 
Entering Unmasked Estep 
Score: -29221154.000000 Penalty: 6135.819336
	Iteration 61Q: 3 clusters Score -2.922115e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147232 members 
Mstep: Class 2 contains 88536 members 
Entering Unmasked Estep 
Score: -29221150.000000 Penalty: 6135.819336
	Iteration 62Q: 3 clusters Score -2.922115e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147391 members 
Mstep: Class 2 contains 88377 members 
Entering Unmasked Estep 
Score: -29221174.000000 Penalty: 6135.819336
	Iteration 63Q: 3 clusters Score -2.922117e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147523 members 
Mstep: Class 2 contains 88245 members 
Entering Unmasked Estep 
Score: -29221190.000000 Penalty: 6135.819336
	Iteration 64Q: 3 clusters Score -2.922119e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147639 members 
Mstep: Class 2 contains 88129 members 
Entering Unmasked Estep 
Score: -29221216.000000 Penalty: 6135.819336
	Iteration 65Q: 3 clusters Score -2.922122e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147757 members 
Mstep: Class 2 contains 88011 members 
Entering Unmasked Estep 
Score: -29221276.000000 Penalty: 6135.819336
	Iteration 66Q: 3 clusters Score -2.922128e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147886 members 
Mstep: Class 2 contains 87882 members 
Entering Unmasked Estep 
Score: -29221230.000000 Penalty: 6135.819336
	Iteration 67Q: 3 clusters Score -2.922123e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148022 members 
Mstep: Class 2 contains 87746 members 
Entering Unmasked Estep 
Score: -29221244.000000 Penalty: 6135.819336
	Iteration 68Q: 3 clusters Score -2.922124e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148188 members 
Mstep: Class 2 contains 87580 members 
Entering Unmasked Estep 
Score: -29221212.000000 Penalty: 6135.819336
	Iteration 69Q: 3 clusters Score -2.922121e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148342 members 
Mstep: Class 2 contains 87426 members 
Entering Unmasked Estep 
Score: -29221236.000000 Penalty: 6135.819336
	Iteration 70Q: 3 clusters Score -2.922124e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148497 members 
Mstep: Class 2 contains 87271 members 
Entering Unmasked Estep 
Score: -29221228.000000 Penalty: 6135.819336
	Iteration 71Q: 3 clusters Score -2.922123e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148641 members 
Mstep: Class 2 contains 87127 members 
Entering Unmasked Estep 
Score: -29221276.000000 Penalty: 6135.819336
	Iteration 72Q: 3 clusters Score -2.922128e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148775 members 
Mstep: Class 2 contains 86993 members 
Entering Unmasked Estep 
Score: -29221270.000000 Penalty: 6135.819336
	Iteration 73Q: 3 clusters Score -2.922127e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148904 members 
Mstep: Class 2 contains 86864 members 
Entering Unmasked Estep 
Score: -29221270.000000 Penalty: 6135.819336
	Iteration 74Q: 3 clusters Score -2.922127e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149061 members 
Mstep: Class 2 contains 86707 members 
Entering Unmasked Estep 
Score: -29221278.000000 Penalty: 6135.819336
	Iteration 75Q: 3 clusters Score -2.922128e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149214 members 
Mstep: Class 2 contains 86554 members 
Entering Unmasked Estep 
Score: -29221268.000000 Penalty: 6135.819336
	Iteration 76Q: 3 clusters Score -2.922127e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149366 members 
Mstep: Class 2 contains 86402 members 
Entering Unmasked Estep 
Score: -29221318.000000 Penalty: 6135.819336
	Iteration 77Q: 3 clusters Score -2.922132e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149518 members 
Mstep: Class 2 contains 86250 members 
Entering Unmasked Estep 
Score: -29221270.000000 Penalty: 6135.819336
	Iteration 78Q: 3 clusters Score -2.922127e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149681 members 
Mstep: Class 2 contains 86087 members 
Entering Unmasked Estep 
Score: -29221272.000000 Penalty: 6135.819336
	Iteration 79Q: 3 clusters Score -2.922127e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149848 members 
Mstep: Class 2 contains 85920 members 
Entering Unmasked Estep 
Score: -29221282.000000 Penalty: 6135.819336
	Iteration 80F: 3 clusters Score -2.922128e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150033 members 
Mstep: Class 2 contains 85735 members 
Entering Unmasked Estep 
Score: -29221292.000000 Penalty: 6135.819336
	Iteration 81Q: 3 clusters Score -2.922129e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150201 members 
Mstep: Class 2 contains 85567 members 
Entering Unmasked Estep 
Score: -29221276.000000 Penalty: 6135.819336
	Iteration 82Q: 3 clusters Score -2.922128e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150370 members 
Mstep: Class 2 contains 85398 members 
Entering Unmasked Estep 
Score: -29221294.000000 Penalty: 6135.819336
	Iteration 83Q: 3 clusters Score -2.922129e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150535 members 
Mstep: Class 2 contains 85233 members 
Entering Unmasked Estep 
Score: -29221296.000000 Penalty: 6135.819336
	Iteration 84Q: 3 clusters Score -2.92213e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150702 members 
Mstep: Class 2 contains 85066 members 
Entering Unmasked Estep 
Score: -29221226.000000 Penalty: 6135.819336
	Iteration 85Q: 3 clusters Score -2.922123e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150858 members 
Mstep: Class 2 contains 84910 members 
Entering Unmasked Estep 
Score: -29221234.000000 Penalty: 6135.819336
	Iteration 86Q: 3 clusters Score -2.922123e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151023 members 
Mstep: Class 2 contains 84745 members 
Entering Unmasked Estep 
Score: -29221230.000000 Penalty: 6135.819336
	Iteration 87Q: 3 clusters Score -2.922123e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151182 members 
Mstep: Class 2 contains 84586 members 
Entering Unmasked Estep 
Score: -29221216.000000 Penalty: 6135.819336
	Iteration 88Q: 3 clusters Score -2.922122e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151338 members 
Mstep: Class 2 contains 84430 members 
Entering Unmasked Estep 
Score: -29221202.000000 Penalty: 6135.819336
	Iteration 89Q: 3 clusters Score -2.92212e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151499 members 
Mstep: Class 2 contains 84269 members 
Entering Unmasked Estep 
Score: -29221238.000000 Penalty: 6135.819336
	Iteration 90Q: 3 clusters Score -2.922124e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151656 members 
Mstep: Class 2 contains 84112 members 
Entering Unmasked Estep 
Score: -29221228.000000 Penalty: 6135.819336
	Iteration 91Q: 3 clusters Score -2.922123e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151825 members 
Mstep: Class 2 contains 83943 members 
Entering Unmasked Estep 
Score: -29221212.000000 Penalty: 6135.819336
	Iteration 92Q: 3 clusters Score -2.922121e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152004 members 
Mstep: Class 2 contains 83764 members 
Entering Unmasked Estep 
Score: -29221242.000000 Penalty: 6135.819336
	Iteration 93Q: 3 clusters Score -2.922124e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152174 members 
Mstep: Class 2 contains 83594 members 
Entering Unmasked Estep 
Score: -29221296.000000 Penalty: 6135.819336
	Iteration 94Q: 3 clusters Score -2.92213e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152353 members 
Mstep: Class 2 contains 83415 members 
Entering Unmasked Estep 
Score: -29221256.000000 Penalty: 6135.819336
	Iteration 95Q: 3 clusters Score -2.922126e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152537 members 
Mstep: Class 2 contains 83231 members 
Entering Unmasked Estep 
Score: -29221196.000000 Penalty: 6135.819336
	Iteration 96Q: 3 clusters Score -2.92212e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152726 members 
Mstep: Class 2 contains 83042 members 
Entering Unmasked Estep 
Score: -29221186.000000 Penalty: 6135.819336
	Iteration 97Q: 3 clusters Score -2.922119e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152918 members 
Mstep: Class 2 contains 82850 members 
Entering Unmasked Estep 
Score: -29221138.000000 Penalty: 6135.819336
	Iteration 98Q: 3 clusters Score -2.922114e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153110 members 
Mstep: Class 2 contains 82658 members 
Entering Unmasked Estep 
Score: -29221172.000000 Penalty: 6135.819336
	Iteration 99Q: 3 clusters Score -2.922117e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153302 members 
Mstep: Class 2 contains 82466 members 
Entering Unmasked Estep 
Score: -29221164.000000 Penalty: 6135.819336
	Iteration 100F: 3 clusters Score -2.922116e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153502 members 
Mstep: Class 2 contains 82266 members 
Entering Unmasked Estep 
Score: -29221178.000000 Penalty: 6135.819336
	Iteration 101Q: 3 clusters Score -2.922118e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153729 members 
Mstep: Class 2 contains 82039 members 
Entering Unmasked Estep 
Score: -29221186.000000 Penalty: 6135.819336
	Iteration 102Q: 3 clusters Score -2.922119e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153950 members 
Mstep: Class 2 contains 81818 members 
Entering Unmasked Estep 
Score: -29221168.000000 Penalty: 6135.819336
	Iteration 103Q: 3 clusters Score -2.922117e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154190 members 
Mstep: Class 2 contains 81578 members 
Entering Unmasked Estep 
Score: -29221176.000000 Penalty: 6135.819336
	Iteration 104Q: 3 clusters Score -2.922118e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154445 members 
Mstep: Class 2 contains 81323 members 
Entering Unmasked Estep 
Score: -29221172.000000 Penalty: 6135.819336
	Iteration 105Q: 3 clusters Score -2.922117e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154682 members 
Mstep: Class 2 contains 81086 members 
Entering Unmasked Estep 
Score: -29221204.000000 Penalty: 6135.819336
	Iteration 106Q: 3 clusters Score -2.92212e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154896 members 
Mstep: Class 2 contains 80872 members 
Entering Unmasked Estep 
Score: -29221204.000000 Penalty: 6135.819336
	Iteration 107Q: 3 clusters Score -2.92212e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155129 members 
Mstep: Class 2 contains 80639 members 
Entering Unmasked Estep 
Score: -29221182.000000 Penalty: 6135.819336
	Iteration 108Q: 3 clusters Score -2.922118e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155374 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
Score: -29221162.000000 Penalty: 6135.819336
	Iteration 109Q: 3 clusters Score -2.922116e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155616 members 
Mstep: Class 2 contains 80152 members 
Entering Unmasked Estep 
Score: -29221186.000000 Penalty: 6135.819336
	Iteration 110Q: 3 clusters Score -2.922119e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155885 members 
Mstep: Class 2 contains 79883 members 
Entering Unmasked Estep 
Score: -29221200.000000 Penalty: 6135.819336
	Iteration 111Q: 3 clusters Score -2.92212e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156157 members 
Mstep: Class 2 contains 79611 members 
Entering Unmasked Estep 
Score: -29221190.000000 Penalty: 6135.819336
	Iteration 112Q: 3 clusters Score -2.922119e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156444 members 
Mstep: Class 2 contains 79324 members 
Entering Unmasked Estep 
Score: -29221170.000000 Penalty: 6135.819336
	Iteration 113Q: 3 clusters Score -2.922117e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156695 members 
Mstep: Class 2 contains 79073 members 
Entering Unmasked Estep 
Score: -29221086.000000 Penalty: 6135.819336
	Iteration 114Q: 3 clusters Score -2.922109e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156962 members 
Mstep: Class 2 contains 78806 members 
Entering Unmasked Estep 
Score: -29221102.000000 Penalty: 6135.819336
	Iteration 115Q: 3 clusters Score -2.92211e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157220 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
Score: -29221140.000000 Penalty: 6135.819336
	Iteration 116Q: 3 clusters Score -2.922114e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157511 members 
Mstep: Class 2 contains 78257 members 
Entering Unmasked Estep 
Score: -29221072.000000 Penalty: 6135.819336
	Iteration 117Q: 3 clusters Score -2.922107e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157812 members 
Mstep: Class 2 contains 77956 members 
Entering Unmasked Estep 
Score: -29221086.000000 Penalty: 6135.819336
	Iteration 118Q: 3 clusters Score -2.922109e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158116 members 
Mstep: Class 2 contains 77652 members 
Entering Unmasked Estep 
Score: -29221146.000000 Penalty: 6135.819336
	Iteration 119Q: 3 clusters Score -2.922115e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158410 members 
Mstep: Class 2 contains 77358 members 
Entering Unmasked Estep 
Score: -29221152.000000 Penalty: 6135.819336
	Iteration 120F: 3 clusters Score -2.922115e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158758 members 
Mstep: Class 2 contains 77010 members 
Entering Unmasked Estep 
Score: -29221144.000000 Penalty: 6135.819336
	Iteration 121Q: 3 clusters Score -2.922114e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159111 members 
Mstep: Class 2 contains 76657 members 
Entering Unmasked Estep 
Score: -29221162.000000 Penalty: 6135.819336
	Iteration 122Q: 3 clusters Score -2.922116e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159488 members 
Mstep: Class 2 contains 76280 members 
Entering Unmasked Estep 
Score: -29221098.000000 Penalty: 6135.819336
	Iteration 123Q: 3 clusters Score -2.92211e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159863 members 
Mstep: Class 2 contains 75905 members 
Entering Unmasked Estep 
Score: -29221166.000000 Penalty: 6135.819336
	Iteration 124Q: 3 clusters Score -2.922117e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160277 members 
Mstep: Class 2 contains 75491 members 
Entering Unmasked Estep 
Score: -29221168.000000 Penalty: 6135.819336
	Iteration 125Q: 3 clusters Score -2.922117e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160671 members 
Mstep: Class 2 contains 75097 members 
Entering Unmasked Estep 
Score: -29221130.000000 Penalty: 6135.819336
	Iteration 126Q: 3 clusters Score -2.922113e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161082 members 
Mstep: Class 2 contains 74686 members 
Entering Unmasked Estep 
Score: -29221190.000000 Penalty: 6135.819336
	Iteration 127Q: 3 clusters Score -2.922119e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161493 members 
Mstep: Class 2 contains 74275 members 
Entering Unmasked Estep 
Score: -29221216.000000 Penalty: 6135.819336
	Iteration 128Q: 3 clusters Score -2.922122e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161948 members 
Mstep: Class 2 contains 73820 members 
Entering Unmasked Estep 
Score: -29221282.000000 Penalty: 6135.819336
	Iteration 129Q: 3 clusters Score -2.922128e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162403 members 
Mstep: Class 2 contains 73365 members 
Entering Unmasked Estep 
Score: -29221250.000000 Penalty: 6135.819336
	Iteration 130Q: 3 clusters Score -2.922125e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162899 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -29221276.000000 Penalty: 6135.819336
	Iteration 131Q: 3 clusters Score -2.922128e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163438 members 
Mstep: Class 2 contains 72330 members 
Entering Unmasked Estep 
Score: -29221336.000000 Penalty: 6135.819336
	Iteration 132Q: 3 clusters Score -2.922134e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163999 members 
Mstep: Class 2 contains 71769 members 
Entering Unmasked Estep 
Score: -29221390.000000 Penalty: 6135.819336
	Iteration 133Q: 3 clusters Score -2.922139e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164566 members 
Mstep: Class 2 contains 71202 members 
Entering Unmasked Estep 
Score: -29221430.000000 Penalty: 6135.819336
	Iteration 134Q: 3 clusters Score -2.922143e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165118 members 
Mstep: Class 2 contains 70650 members 
Entering Unmasked Estep 
Score: -29221468.000000 Penalty: 6135.819336
	Iteration 135Q: 3 clusters Score -2.922147e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165684 members 
Mstep: Class 2 contains 70084 members 
Entering Unmasked Estep 
Score: -29221460.000000 Penalty: 6135.819336
	Iteration 136Q: 3 clusters Score -2.922146e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166306 members 
Mstep: Class 2 contains 69462 members 
Entering Unmasked Estep 
Score: -29221416.000000 Penalty: 6135.819336
	Iteration 137Q: 3 clusters Score -2.922142e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166894 members 
Mstep: Class 2 contains 68874 members 
Entering Unmasked Estep 
Score: -29221486.000000 Penalty: 6135.819336
	Iteration 138Q: 3 clusters Score -2.922149e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167513 members 
Mstep: Class 2 contains 68255 members 
Entering Unmasked Estep 
Score: -29221494.000000 Penalty: 6135.819336
	Iteration 139Q: 3 clusters Score -2.922149e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168176 members 
Mstep: Class 2 contains 67592 members 
Entering Unmasked Estep 
Score: -29221604.000000 Penalty: 6135.819336
	Iteration 140F: 3 clusters Score -2.92216e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168836 members 
Mstep: Class 2 contains 66932 members 
Entering Unmasked Estep 
Score: -29221592.000000 Penalty: 6135.819336
	Iteration 141Q: 3 clusters Score -2.922159e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169494 members 
Mstep: Class 2 contains 66274 members 
Entering Unmasked Estep 
Score: -29221572.000000 Penalty: 6135.819336
	Iteration 142Q: 3 clusters Score -2.922157e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170157 members 
Mstep: Class 2 contains 65611 members 
Entering Unmasked Estep 
Score: -29221646.000000 Penalty: 6135.819336
	Iteration 143Q: 3 clusters Score -2.922165e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170890 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
Score: -29221682.000000 Penalty: 6135.819336
	Iteration 144Q: 3 clusters Score -2.922168e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171620 members 
Mstep: Class 2 contains 64148 members 
Entering Unmasked Estep 
Score: -29221622.000000 Penalty: 6135.819336
	Iteration 145Q: 3 clusters Score -2.922162e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172329 members 
Mstep: Class 2 contains 63439 members 
Entering Unmasked Estep 
Score: -29221658.000000 Penalty: 6135.819336
	Iteration 146Q: 3 clusters Score -2.922166e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173088 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -29221716.000000 Penalty: 6135.819336
	Iteration 147Q: 3 clusters Score -2.922172e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173840 members 
Mstep: Class 2 contains 61928 members 
Entering Unmasked Estep 
Score: -29221734.000000 Penalty: 6135.819336
	Iteration 148Q: 3 clusters Score -2.922173e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174608 members 
Mstep: Class 2 contains 61160 members 
Entering Unmasked Estep 
Score: -29221804.000000 Penalty: 6135.819336
	Iteration 149Q: 3 clusters Score -2.92218e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175427 members 
Mstep: Class 2 contains 60341 members 
Entering Unmasked Estep 
Score: -29221852.000000 Penalty: 6135.819336
	Iteration 150Q: 3 clusters Score -2.922185e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176288 members 
Mstep: Class 2 contains 59480 members 
Entering Unmasked Estep 
Score: -29221810.000000 Penalty: 6135.819336
	Iteration 151Q: 3 clusters Score -2.922181e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177151 members 
Mstep: Class 2 contains 58617 members 
Entering Unmasked Estep 
Score: -29221900.000000 Penalty: 6135.819336
	Iteration 152Q: 3 clusters Score -2.92219e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178004 members 
Mstep: Class 2 contains 57764 members 
Entering Unmasked Estep 
Score: -29221972.000000 Penalty: 6135.819336
	Iteration 153Q: 3 clusters Score -2.922197e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178886 members 
Mstep: Class 2 contains 56882 members 
Entering Unmasked Estep 
Score: -29221934.000000 Penalty: 6135.819336
	Iteration 154Q: 3 clusters Score -2.922193e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179793 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -29222006.000000 Penalty: 6135.819336
	Iteration 155Q: 3 clusters Score -2.922201e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180682 members 
Mstep: Class 2 contains 55086 members 
Entering Unmasked Estep 
Score: -29222086.000000 Penalty: 6135.819336
	Iteration 156Q: 3 clusters Score -2.922209e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181586 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -29222172.000000 Penalty: 6135.819336
	Iteration 157Q: 3 clusters Score -2.922217e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182536 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -29222180.000000 Penalty: 6135.819336
	Iteration 158Q: 3 clusters Score -2.922218e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183646 members 
Mstep: Class 2 contains 52122 members 
Entering Unmasked Estep 
Score: -29222268.000000 Penalty: 6135.819336
	Iteration 159Q: 3 clusters Score -2.922227e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184747 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -29222386.000000 Penalty: 6135.819336
	Iteration 160F: 3 clusters Score -2.922239e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185937 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -29222458.000000 Penalty: 6135.819336
	Iteration 161Q: 3 clusters Score -2.922246e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187184 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -29222572.000000 Penalty: 6135.819336
	Iteration 162Q: 3 clusters Score -2.922257e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188431 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -29222738.000000 Penalty: 6135.819336
	Iteration 163Q: 3 clusters Score -2.922274e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189690 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -29222960.000000 Penalty: 6135.819336
	Iteration 164Q: 3 clusters Score -2.922296e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191044 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -29223030.000000 Penalty: 6135.819336
	Iteration 165Q: 3 clusters Score -2.922303e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192555 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -29223310.000000 Penalty: 6135.819336
	Iteration 166Q: 3 clusters Score -2.922331e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194090 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -29223490.000000 Penalty: 6135.819336
	Iteration 167Q: 3 clusters Score -2.922349e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195688 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -29223708.000000 Penalty: 6135.819336
	Iteration 168Q: 3 clusters Score -2.922371e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197418 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -29223936.000000 Penalty: 6135.819336
	Iteration 169Q: 3 clusters Score -2.922394e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199213 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -29224158.000000 Penalty: 6135.819336
	Iteration 170Q: 3 clusters Score -2.922416e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201061 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -29224342.000000 Penalty: 6135.819336
	Iteration 171Q: 3 clusters Score -2.922434e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203015 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -29224702.000000 Penalty: 6135.819336
	Iteration 172Q: 3 clusters Score -2.92247e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204969 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -29225064.000000 Penalty: 6135.819336
	Iteration 173Q: 3 clusters Score -2.922506e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206934 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -29225380.000000 Penalty: 6135.819336
	Iteration 174Q: 3 clusters Score -2.922538e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208915 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -29225668.000000 Penalty: 6135.819336
	Iteration 175Q: 3 clusters Score -2.922567e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210851 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -29226062.000000 Penalty: 6135.819336
	Iteration 176Q: 3 clusters Score -2.922606e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212878 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -29226496.000000 Penalty: 6135.819336
	Iteration 177Q: 3 clusters Score -2.92265e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214824 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -29226966.000000 Penalty: 6135.819336
	Iteration 178Q: 3 clusters Score -2.922697e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216771 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -29227478.000000 Penalty: 6135.819336
	Iteration 179Q: 3 clusters Score -2.922748e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218627 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -29227900.000000 Penalty: 6135.819336
	Iteration 180F: 3 clusters Score -2.92279e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220432 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -29228438.000000 Penalty: 6135.819336
	Iteration 181Q: 3 clusters Score -2.922844e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222142 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -29228744.000000 Penalty: 6135.819336
	Iteration 182Q: 3 clusters Score -2.922874e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223652 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -29229082.000000 Penalty: 6135.819336
	Iteration 183Q: 3 clusters Score -2.922908e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225001 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -29229432.000000 Penalty: 6135.819336
	Iteration 184Q: 3 clusters Score -2.922943e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226156 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -29229752.000000 Penalty: 6135.819336
	Iteration 185Q: 3 clusters Score -2.922975e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227210 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -29230040.000000 Penalty: 6135.819336
	Iteration 186Q: 3 clusters Score -2.923004e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228139 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -29230302.000000 Penalty: 6135.819336
	Iteration 187Q: 3 clusters Score -2.92303e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228970 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -29230588.000000 Penalty: 6135.819336
	Iteration 188Q: 3 clusters Score -2.923059e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229729 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -29230810.000000 Penalty: 6135.819336
	Iteration 189Q: 3 clusters Score -2.923081e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230381 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -29231076.000000 Penalty: 6135.819336
	Iteration 190Q: 3 clusters Score -2.923108e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230946 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -29231230.000000 Penalty: 6135.819336
	Iteration 191Q: 3 clusters Score -2.923123e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231425 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -29231378.000000 Penalty: 6135.819336
	Iteration 192Q: 3 clusters Score -2.923138e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231823 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -29231566.000000 Penalty: 6135.819336
	Iteration 193Q: 3 clusters Score -2.923157e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232177 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -29231682.000000 Penalty: 6135.819336
	Iteration 194Q: 3 clusters Score -2.923168e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232493 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -29231832.000000 Penalty: 6135.819336
	Iteration 195Q: 3 clusters Score -2.923183e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232719 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -29231918.000000 Penalty: 6135.819336
	Iteration 196Q: 3 clusters Score -2.923192e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232907 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -29231976.000000 Penalty: 6135.819336
	Iteration 197Q: 3 clusters Score -2.923198e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233084 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -29232052.000000 Penalty: 6135.819336
	Iteration 198Q: 3 clusters Score -2.923205e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233234 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -29232120.000000 Penalty: 6135.819336
	Iteration 199Q: 3 clusters Score -2.923212e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233350 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -29232176.000000 Penalty: 6135.819336
	Iteration 200F: 3 clusters Score -2.923218e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233453 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -29232244.000000 Penalty: 6135.819336
	Iteration 201Q: 3 clusters Score -2.923224e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233554 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -29232296.000000 Penalty: 6135.819336
	Iteration 202Q: 3 clusters Score -2.92323e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233631 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -29232336.000000 Penalty: 6135.819336
	Iteration 203Q: 3 clusters Score -2.923234e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233705 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -29232394.000000 Penalty: 6135.819336
	Iteration 204Q: 3 clusters Score -2.923239e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233768 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -29232426.000000 Penalty: 6135.819336
	Iteration 205Q: 3 clusters Score -2.923243e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233827 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -29232434.000000 Penalty: 6135.819336
	Iteration 206Q: 3 clusters Score -2.923243e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233890 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -29232502.000000 Penalty: 6135.819336
	Iteration 207Q: 3 clusters Score -2.92325e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233944 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -29232514.000000 Penalty: 6135.819336
	Iteration 208Q: 3 clusters Score -2.923251e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233972 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -29232522.000000 Penalty: 6135.819336
	Iteration 209Q: 3 clusters Score -2.923252e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234004 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -29232542.000000 Penalty: 6135.819336
	Iteration 210Q: 3 clusters Score -2.923254e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234043 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -29232564.000000 Penalty: 6135.819336
	Iteration 211Q: 3 clusters Score -2.923256e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234076 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -29232566.000000 Penalty: 6135.819336
	Iteration 212Q: 3 clusters Score -2.923257e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234105 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -29232586.000000 Penalty: 6135.819336
	Iteration 213Q: 3 clusters Score -2.923259e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234135 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -29232590.000000 Penalty: 6135.819336
	Iteration 214Q: 3 clusters Score -2.923259e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234157 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -29232598.000000 Penalty: 6135.819336
	Iteration 215Q: 3 clusters Score -2.92326e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234174 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -29232604.000000 Penalty: 6135.819336
	Iteration 216Q: 3 clusters Score -2.92326e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234211 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -29232638.000000 Penalty: 6135.819336
	Iteration 217Q: 3 clusters Score -2.923264e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234233 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -29232632.000000 Penalty: 6135.819336
	Iteration 218Q: 3 clusters Score -2.923263e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234250 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -29232648.000000 Penalty: 6135.819336
	Iteration 219Q: 3 clusters Score -2.923265e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234265 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -29232642.000000 Penalty: 6135.819336
	Iteration 220F: 3 clusters Score -2.923264e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234284 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -29232668.000000 Penalty: 6135.819336
	Iteration 221Q: 3 clusters Score -2.923267e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234300 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -29232668.000000 Penalty: 6135.819336
	Iteration 222Q: 3 clusters Score -2.923267e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234311 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -29232656.000000 Penalty: 6135.819336
	Iteration 223Q: 3 clusters Score -2.923266e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234321 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -29232684.000000 Penalty: 6135.819336
	Iteration 224Q: 3 clusters Score -2.923268e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234335 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -29232710.000000 Penalty: 6135.819336
	Iteration 225Q: 3 clusters Score -2.923271e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234344 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -29232728.000000 Penalty: 6135.819336
	Iteration 226Q: 3 clusters Score -2.923273e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234350 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -29232692.000000 Penalty: 6135.819336
	Iteration 227Q: 3 clusters Score -2.923269e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234359 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -29232722.000000 Penalty: 6135.819336
	Iteration 228Q: 3 clusters Score -2.923272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234365 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -29232708.000000 Penalty: 6135.819336
	Iteration 229Q: 3 clusters Score -2.923271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234375 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -29232738.000000 Penalty: 6135.819336
	Iteration 230Q: 3 clusters Score -2.923274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234377 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -29232730.000000 Penalty: 6135.819336
	Iteration 231Q: 3 clusters Score -2.923273e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234386 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -29232728.000000 Penalty: 6135.819336
	Iteration 232Q: 3 clusters Score -2.923273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234393 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -29232706.000000 Penalty: 6135.819336
	Iteration 233Q: 3 clusters Score -2.923271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234397 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -29232722.000000 Penalty: 6135.819336
	Iteration 234Q: 3 clusters Score -2.923272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234398 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -29232698.000000 Penalty: 6135.819336
	Iteration 235Q: 3 clusters Score -2.92327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234401 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -29232718.000000 Penalty: 6135.819336
	Iteration 236Q: 3 clusters Score -2.923272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234407 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -29232744.000000 Penalty: 6135.819336
	Iteration 237Q: 3 clusters Score -2.923274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234411 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -29232730.000000 Penalty: 6135.819336
	Iteration 238Q: 3 clusters Score -2.923273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234413 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -29232728.000000 Penalty: 6135.819336
	Iteration 239Q: 3 clusters Score -2.923273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234415 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -29232736.000000 Penalty: 6135.819336
	Iteration 240F: 3 clusters Score -2.923274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234421 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -29232728.000000 Penalty: 6135.819336
	Iteration 241Q: 3 clusters Score -2.923273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234422 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -29232722.000000 Penalty: 6135.819336
	Iteration 242Q: 3 clusters Score -2.923272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234424 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -29232720.000000 Penalty: 6135.819336
	Iteration 243Q: 3 clusters Score -2.923272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234425 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -29232738.000000 Penalty: 6135.819336
	Iteration 244Q: 3 clusters Score -2.923274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234426 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -29232730.000000 Penalty: 6135.819336
	Iteration 245Q: 3 clusters Score -2.923273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234428 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -29232722.000000 Penalty: 6135.819336
	Iteration 246Q: 3 clusters Score -2.923272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234429 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -29232736.000000 Penalty: 6135.819336
	Iteration 247Q: 3 clusters Score -2.923274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234432 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -29232720.000000 Penalty: 6135.819336
	Iteration 248Q: 3 clusters Score -2.923272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234432 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -29232742.000000 Penalty: 6135.819336
	Iteration 249Q: 3 clusters Score -2.923274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234430 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -29232728.000000 Penalty: 6135.819336
	Iteration 250Q: 3 clusters Score -2.923273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234432 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -29232732.000000 Penalty: 6135.819336
	Iteration 251Q: 3 clusters Score -2.923273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234433 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -29232740.000000 Penalty: 6135.819336
	Iteration 252Q: 3 clusters Score -2.923274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234433 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -29232754.000000 Penalty: 6135.819336
	Iteration 253Q: 3 clusters Score -2.923275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234435 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -29232746.000000 Penalty: 6135.819336
	Iteration 254Q: 3 clusters Score -2.923275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234436 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -29232748.000000 Penalty: 6135.819336
	Iteration 255Q: 3 clusters Score -2.923275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234438 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -29232744.000000 Penalty: 6135.819336
	Iteration 256Q: 3 clusters Score -2.923274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234440 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -29232740.000000 Penalty: 6135.819336
	Iteration 257Q: 3 clusters Score -2.923274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234442 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -29232742.000000 Penalty: 6135.819336
	Iteration 258Q: 3 clusters Score -2.923274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234443 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -29232738.000000 Penalty: 6135.819336
	Iteration 259Q: 3 clusters Score -2.923274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234444 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -29232744.000000 Penalty: 6135.819336
	Iteration 260F: 3 clusters Score -2.923274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234445 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -29232750.000000 Penalty: 6135.819336
	Iteration 261Q: 3 clusters Score -2.923275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234445 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -29232750.000000 Penalty: 6135.819336
	Iteration 262F: 3 clusters Score -2.923275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (244405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244405 members 
Entering Unmasked Estep 
Score: -30506364.000000 Penalty: 3076.832275
	Iteration 0F: 2 clusters Score -3.050636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121855 members 
Mstep: Class 2 contains 122550 members 
Entering Unmasked Estep 
Score: -30351036.000000 Penalty: 6153.664551
	Iteration 0F: 3 clusters Score -3.035104e+07 nChanged 117894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114885 members 
Mstep: Class 2 contains 129520 members 
Entering Unmasked Estep 
Score: -30420066.000000 Penalty: 6153.664551
	Iteration 1F: 3 clusters Score -3.042007e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110698 members 
Mstep: Class 2 contains 133707 members 
Entering Unmasked Estep 
Score: -30421444.000000 Penalty: 6153.664551
	Iteration 2Q: 3 clusters Score -3.042144e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104259 members 
Mstep: Class 2 contains 140146 members 
Entering Unmasked Estep 
Score: -30423704.000000 Penalty: 6153.664551
	Iteration 3Q: 3 clusters Score -3.04237e+07 nChanged 10648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94483 members 
Mstep: Class 2 contains 149922 members 
Entering Unmasked Estep 
Score: -30428208.000000 Penalty: 6153.664551
	Iteration 4Q: 3 clusters Score -3.042821e+07 nChanged 14600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80243 members 
Mstep: Class 2 contains 164162 members 
Entering Unmasked Estep 
Score: -30436568.000000 Penalty: 6153.664551
	Iteration 5F: 3 clusters Score -3.043657e+07 nChanged 19442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60985 members 
Mstep: Class 2 contains 183420 members 
Entering Unmasked Estep 
Score: -30451008.000000 Penalty: 6153.664551
	Iteration 6F: 3 clusters Score -3.045101e+07 nChanged 22199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 205523 members 
Entering Unmasked Estep 
Score: -30469772.000000 Penalty: 6153.664551
	Iteration 7F: 3 clusters Score -3.046977e+07 nChanged 19521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 225036 members 
Entering Unmasked Estep 
Score: -30486994.000000 Penalty: 6153.664551
	Iteration 8F: 3 clusters Score -3.048699e+07 nChanged 11868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 236904 members 
Entering Unmasked Estep 
Score: -30497152.000000 Penalty: 6153.664551
	Iteration 9Q: 3 clusters Score -3.049715e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 241925 members 
Entering Unmasked Estep 
Score: -30501408.000000 Penalty: 6153.664551
	Iteration 10Q: 3 clusters Score -3.050141e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 243518 members 
Entering Unmasked Estep 
Score: -30502866.000000 Penalty: 6153.664551
	Iteration 11Q: 3 clusters Score -3.050287e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 243902 members 
Entering Unmasked Estep 
Score: -30503206.000000 Penalty: 6153.664551
	Iteration 12Q: 3 clusters Score -3.050321e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 244014 members 
Entering Unmasked Estep 
Score: -30503386.000000 Penalty: 6153.664551
	Iteration 13Q: 3 clusters Score -3.050339e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 244065 members 
Entering Unmasked Estep 
Score: -30503490.000000 Penalty: 6153.664551
	Iteration 14Q: 3 clusters Score -3.050349e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 244085 members 
Entering Unmasked Estep 
Score: -30503526.000000 Penalty: 6153.664551
	Iteration 15Q: 3 clusters Score -3.050353e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 244100 members 
Entering Unmasked Estep 
Score: -30503582.000000 Penalty: 6153.664551
	Iteration 16Q: 3 clusters Score -3.050358e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 244111 members 
Entering Unmasked Estep 
Score: -30503606.000000 Penalty: 6153.664551
	Iteration 17Q: 3 clusters Score -3.050361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 244115 members 
Entering Unmasked Estep 
Score: -30503628.000000 Penalty: 6153.664551
	Iteration 18Q: 3 clusters Score -3.050363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 244117 members 
Entering Unmasked Estep 
Score: -30503626.000000 Penalty: 6153.664551
	Iteration 19Q: 3 clusters Score -3.050363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 244118 members 
Entering Unmasked Estep 
Score: -30503636.000000 Penalty: 6153.664551
	Iteration 20F: 3 clusters Score -3.050364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Entering Unmasked Estep 
Score: -1937841.250000 Penalty: 2404.127441
	Iteration 0F: 2 clusters Score -1937841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1926128.250000 Penalty: 4808.254883
	Iteration 0F: 3 clusters Score -1926128 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1929900.000000 Penalty: 4808.254883
	Iteration 1F: 3 clusters Score -1929900 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1930497.250000 Penalty: 4808.254883
	Iteration 2F: 3 clusters Score -1930497 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1931332.500000 Penalty: 4808.254883
	Iteration 3F: 3 clusters Score -1931332 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1932243.875000 Penalty: 4808.254883
	Iteration 4F: 3 clusters Score -1932244 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1933305.375000 Penalty: 4808.254883
	Iteration 5F: 3 clusters Score -1933305 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1934244.000000 Penalty: 4808.254883
	Iteration 6F: 3 clusters Score -1934244 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1935009.750000 Penalty: 4808.254883
	Iteration 7F: 3 clusters Score -1935010 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1935573.250000 Penalty: 4808.254883
	Iteration 8Q: 3 clusters Score -1935573 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1935941.000000 Penalty: 4808.254883
	Iteration 9Q: 3 clusters Score -1935941 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1936170.000000 Penalty: 4808.254883
	Iteration 10Q: 3 clusters Score -1936170 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1936300.500000 Penalty: 4808.254883
	Iteration 11Q: 3 clusters Score -1936300 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1936384.125000 Penalty: 4808.254883
	Iteration 12Q: 3 clusters Score -1936384 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1936440.375000 Penalty: 4808.254883
	Iteration 13Q: 3 clusters Score -1936440 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1936486.375000 Penalty: 4808.254883
	Iteration 14Q: 3 clusters Score -1936486 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1936527.375000 Penalty: 4808.254883
	Iteration 15Q: 3 clusters Score -1936527 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1936556.625000 Penalty: 4808.254883
	Iteration 16Q: 3 clusters Score -1936557 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1936574.750000 Penalty: 4808.254883
	Iteration 17Q: 3 clusters Score -1936575 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1936594.500000 Penalty: 4808.254883
	Iteration 18Q: 3 clusters Score -1936594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1936604.750000 Penalty: 4808.254883
	Iteration 19Q: 3 clusters Score -1936605 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1936616.000000 Penalty: 4808.254883
	Iteration 20F: 3 clusters Score -1936616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1936622.125000 Penalty: 4808.254883
	Iteration 21Q: 3 clusters Score -1936622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1936634.750000 Penalty: 4808.254883
	Iteration 22Q: 3 clusters Score -1936635 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1936641.750000 Penalty: 4808.254883
	Iteration 23Q: 3 clusters Score -1936642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1936652.250000 Penalty: 4808.254883
	Iteration 24Q: 3 clusters Score -1936652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1936656.250000 Penalty: 4808.254883
	Iteration 25Q: 3 clusters Score -1936656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1936655.000000 Penalty: 4808.254883
	Iteration 26Q: 3 clusters Score -1936655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1936660.750000 Penalty: 4808.254883
	Iteration 27Q: 3 clusters Score -1936661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1936667.500000 Penalty: 4808.254883
	Iteration 28Q: 3 clusters Score -1936668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1936676.875000 Penalty: 4808.254883
	Iteration 29Q: 3 clusters Score -1936677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1936679.250000 Penalty: 4808.254883
	Iteration 30Q: 3 clusters Score -1936679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1936681.500000 Penalty: 4808.254883
	Iteration 31Q: 3 clusters Score -1936682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1936682.625000 Penalty: 4808.254883
	Iteration 32Q: 3 clusters Score -1936683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1936688.750000 Penalty: 4808.254883
	Iteration 33Q: 3 clusters Score -1936689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1936689.125000 Penalty: 4808.254883
	Iteration 34Q: 3 clusters Score -1936689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1936695.875000 Penalty: 4808.254883
	Iteration 35Q: 3 clusters Score -1936696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1936704.875000 Penalty: 4808.254883
	Iteration 36Q: 3 clusters Score -1936705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1936708.250000 Penalty: 4808.254883
	Iteration 37Q: 3 clusters Score -1936708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1936722.250000 Penalty: 4808.254883
	Iteration 38Q: 3 clusters Score -1936722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1936726.875000 Penalty: 4808.254883
	Iteration 39Q: 3 clusters Score -1936727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1936731.250000 Penalty: 4808.254883
	Iteration 40F: 3 clusters Score -1936731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1936738.625000 Penalty: 4808.254883
	Iteration 41Q: 3 clusters Score -1936739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1936747.250000 Penalty: 4808.254883
	Iteration 42Q: 3 clusters Score -1936747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1936749.750000 Penalty: 4808.254883
	Iteration 43Q: 3 clusters Score -1936750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1936762.875000 Penalty: 4808.254883
	Iteration 44Q: 3 clusters Score -1936763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1936776.000000 Penalty: 4808.254883
	Iteration 45Q: 3 clusters Score -1936776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1936789.500000 Penalty: 4808.254883
	Iteration 46Q: 3 clusters Score -1936790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1936799.125000 Penalty: 4808.254883
	Iteration 47Q: 3 clusters Score -1936799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1936801.125000 Penalty: 4808.254883
	Iteration 48Q: 3 clusters Score -1936801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1936806.625000 Penalty: 4808.254883
	Iteration 49Q: 3 clusters Score -1936807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1936812.250000 Penalty: 4808.254883
	Iteration 50Q: 3 clusters Score -1936812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1936815.125000 Penalty: 4808.254883
	Iteration 51Q: 3 clusters Score -1936815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1936819.250000 Penalty: 4808.254883
	Iteration 52Q: 3 clusters Score -1936819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1936823.000000 Penalty: 4808.254883
	Iteration 53Q: 3 clusters Score -1936823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1936827.875000 Penalty: 4808.254883
	Iteration 54Q: 3 clusters Score -1936828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1936831.000000 Penalty: 4808.254883
	Iteration 55Q: 3 clusters Score -1936831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1936830.000000 Penalty: 4808.254883
	Iteration 56Q: 3 clusters Score -1936830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1936834.750000 Penalty: 4808.254883
	Iteration 57Q: 3 clusters Score -1936835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1936836.250000 Penalty: 4808.254883
	Iteration 58Q: 3 clusters Score -1936836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1936838.000000 Penalty: 4808.254883
	Iteration 59Q: 3 clusters Score -1936838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1936840.500000 Penalty: 4808.254883
	Iteration 60F: 3 clusters Score -1936840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1936841.625000 Penalty: 4808.254883
	Iteration 61Q: 3 clusters Score -1936842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1936843.250000 Penalty: 4808.254883
	Iteration 62Q: 3 clusters Score -1936843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1936843.125000 Penalty: 4808.254883
	Iteration 63Q: 3 clusters Score -1936843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -1936845.625000 Penalty: 4808.254883
	Iteration 64Q: 3 clusters Score -1936846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1936845.375000 Penalty: 4808.254883
	Iteration 65Q: 3 clusters Score -1936845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1936845.750000 Penalty: 4808.254883
	Iteration 66Q: 3 clusters Score -1936846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1936845.750000 Penalty: 4808.254883
	Iteration 67F: 3 clusters Score -1936846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Entering Unmasked Estep 
Score: -1181358.125000 Penalty: 2271.808838
	Iteration 0F: 2 clusters Score -1181358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1173959.625000 Penalty: 4543.617676
	Iteration 0F: 3 clusters Score -1173960 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1176085.750000 Penalty: 4543.617676
	Iteration 1F: 3 clusters Score -1176086 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1176385.500000 Penalty: 4543.617676
	Iteration 2F: 3 clusters Score -1176386 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1176607.875000 Penalty: 4543.617676
	Iteration 3Q: 3 clusters Score -1176608 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1176789.000000 Penalty: 4543.617676
	Iteration 4Q: 3 clusters Score -1176789 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1176951.250000 Penalty: 4543.617676
	Iteration 5Q: 3 clusters Score -1176951 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1177102.000000 Penalty: 4543.617676
	Iteration 6Q: 3 clusters Score -1177102 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1177209.875000 Penalty: 4543.617676
	Iteration 7Q: 3 clusters Score -1177210 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1177304.375000 Penalty: 4543.617676
	Iteration 8Q: 3 clusters Score -1177304 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1177419.875000 Penalty: 4543.617676
	Iteration 9Q: 3 clusters Score -1177420 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1177529.375000 Penalty: 4543.617676
	Iteration 10Q: 3 clusters Score -1177529 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1177638.375000 Penalty: 4543.617676
	Iteration 11Q: 3 clusters Score -1177638 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1177743.125000 Penalty: 4543.617676
	Iteration 12Q: 3 clusters Score -1177743 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1177868.000000 Penalty: 4543.617676
	Iteration 13Q: 3 clusters Score -1177868 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1177988.625000 Penalty: 4543.617676
	Iteration 14Q: 3 clusters Score -1177989 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1178083.875000 Penalty: 4543.617676
	Iteration 15Q: 3 clusters Score -1178084 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1178202.000000 Penalty: 4543.617676
	Iteration 16Q: 3 clusters Score -1178202 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1178325.000000 Penalty: 4543.617676
	Iteration 17Q: 3 clusters Score -1178325 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1178449.000000 Penalty: 4543.617676
	Iteration 18Q: 3 clusters Score -1178449 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1178569.750000 Penalty: 4543.617676
	Iteration 19Q: 3 clusters Score -1178570 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1178677.875000 Penalty: 4543.617676
	Iteration 20F: 3 clusters Score -1178678 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1178743.750000 Penalty: 4543.617676
	Iteration 21Q: 3 clusters Score -1178744 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1178787.250000 Penalty: 4543.617676
	Iteration 22Q: 3 clusters Score -1178787 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1178837.875000 Penalty: 4543.617676
	Iteration 23Q: 3 clusters Score -1178838 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1178882.500000 Penalty: 4543.617676
	Iteration 24Q: 3 clusters Score -1178882 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1178942.875000 Penalty: 4543.617676
	Iteration 25Q: 3 clusters Score -1178943 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1178992.125000 Penalty: 4543.617676
	Iteration 26Q: 3 clusters Score -1178992 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1179032.000000 Penalty: 4543.617676
	Iteration 27Q: 3 clusters Score -1179032 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1179065.125000 Penalty: 4543.617676
	Iteration 28Q: 3 clusters Score -1179065 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1179090.625000 Penalty: 4543.617676
	Iteration 29Q: 3 clusters Score -1179091 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1179115.625000 Penalty: 4543.617676
	Iteration 30Q: 3 clusters Score -1179116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1179141.875000 Penalty: 4543.617676
	Iteration 31Q: 3 clusters Score -1179142 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1179176.500000 Penalty: 4543.617676
	Iteration 32Q: 3 clusters Score -1179176 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1179205.625000 Penalty: 4543.617676
	Iteration 33Q: 3 clusters Score -1179206 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1179231.250000 Penalty: 4543.617676
	Iteration 34Q: 3 clusters Score -1179231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1179240.250000 Penalty: 4543.617676
	Iteration 35Q: 3 clusters Score -1179240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1179247.875000 Penalty: 4543.617676
	Iteration 36Q: 3 clusters Score -1179248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1179256.125000 Penalty: 4543.617676
	Iteration 37Q: 3 clusters Score -1179256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1179259.375000 Penalty: 4543.617676
	Iteration 38Q: 3 clusters Score -1179259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1179264.250000 Penalty: 4543.617676
	Iteration 39Q: 3 clusters Score -1179264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1179269.875000 Penalty: 4543.617676
	Iteration 40F: 3 clusters Score -1179270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1179278.500000 Penalty: 4543.617676
	Iteration 41Q: 3 clusters Score -1179278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1179284.500000 Penalty: 4543.617676
	Iteration 42Q: 3 clusters Score -1179284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1179293.125000 Penalty: 4543.617676
	Iteration 43Q: 3 clusters Score -1179293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1179297.250000 Penalty: 4543.617676
	Iteration 44Q: 3 clusters Score -1179297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1179301.875000 Penalty: 4543.617676
	Iteration 45Q: 3 clusters Score -1179302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1179305.500000 Penalty: 4543.617676
	Iteration 46Q: 3 clusters Score -1179306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1179312.875000 Penalty: 4543.617676
	Iteration 47Q: 3 clusters Score -1179313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1179315.250000 Penalty: 4543.617676
	Iteration 48Q: 3 clusters Score -1179315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1179319.250000 Penalty: 4543.617676
	Iteration 49Q: 3 clusters Score -1179319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1179320.875000 Penalty: 4543.617676
	Iteration 50Q: 3 clusters Score -1179321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1179326.500000 Penalty: 4543.617676
	Iteration 51Q: 3 clusters Score -1179326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1179328.000000 Penalty: 4543.617676
	Iteration 52Q: 3 clusters Score -1179328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1179331.625000 Penalty: 4543.617676
	Iteration 53Q: 3 clusters Score -1179332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1179332.250000 Penalty: 4543.617676
	Iteration 54Q: 3 clusters Score -1179332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1179333.500000 Penalty: 4543.617676
	Iteration 55Q: 3 clusters Score -1179334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1179335.125000 Penalty: 4543.617676
	Iteration 56Q: 3 clusters Score -1179335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1179335.125000 Penalty: 4543.617676
	Iteration 57F: 3 clusters Score -1179335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (214955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214955 members 
Entering Unmasked Estep 
Score: -26706990.000000 Penalty: 3044.989502
	Iteration 0F: 2 clusters Score -2.670699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107562 members 
Mstep: Class 2 contains 107393 members 
Entering Unmasked Estep 
Score: -26564890.000000 Penalty: 6089.979004
	Iteration 0F: 3 clusters Score -2.656489e+07 nChanged 103595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110921 members 
Mstep: Class 2 contains 104034 members 
Entering Unmasked Estep 
Score: -26625348.000000 Penalty: 6089.979004
	Iteration 1F: 3 clusters Score -2.662535e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112782 members 
Mstep: Class 2 contains 102173 members 
Entering Unmasked Estep 
Score: -26626088.000000 Penalty: 6089.979004
	Iteration 2Q: 3 clusters Score -2.662609e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115697 members 
Mstep: Class 2 contains 99258 members 
Entering Unmasked Estep 
Score: -26627078.000000 Penalty: 6089.979004
	Iteration 3Q: 3 clusters Score -2.662708e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120281 members 
Mstep: Class 2 contains 94674 members 
Entering Unmasked Estep 
Score: -26628558.000000 Penalty: 6089.979004
	Iteration 4Q: 3 clusters Score -2.662856e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127221 members 
Mstep: Class 2 contains 87734 members 
Entering Unmasked Estep 
Score: -26631162.000000 Penalty: 6089.979004
	Iteration 5Q: 3 clusters Score -2.663116e+07 nChanged 10681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137594 members 
Mstep: Class 2 contains 77361 members 
Entering Unmasked Estep 
Score: -26636252.000000 Penalty: 6089.979004
	Iteration 6Q: 3 clusters Score -2.663625e+07 nChanged 14894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152418 members 
Mstep: Class 2 contains 62537 members 
Entering Unmasked Estep 
Score: -26646094.000000 Penalty: 6089.979004
	Iteration 7F: 3 clusters Score -2.664609e+07 nChanged 19143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171545 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -26661464.000000 Penalty: 6089.979004
	Iteration 8F: 3 clusters Score -2.666146e+07 nChanged 19626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191169 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -26680504.000000 Penalty: 6089.979004
	Iteration 9F: 3 clusters Score -2.66805e+07 nChanged 14104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205269 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -26695048.000000 Penalty: 6089.979004
	Iteration 10F: 3 clusters Score -2.669505e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211800 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -26701382.000000 Penalty: 6089.979004
	Iteration 11Q: 3 clusters Score -2.670138e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213944 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -26703388.000000 Penalty: 6089.979004
	Iteration 12Q: 3 clusters Score -2.670339e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214507 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -26704040.000000 Penalty: 6089.979004
	Iteration 13Q: 3 clusters Score -2.670404e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214651 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -26704224.000000 Penalty: 6089.979004
	Iteration 14Q: 3 clusters Score -2.670422e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214699 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26704300.000000 Penalty: 6089.979004
	Iteration 15Q: 3 clusters Score -2.67043e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214721 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26704352.000000 Penalty: 6089.979004
	Iteration 16Q: 3 clusters Score -2.670435e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214732 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26704410.000000 Penalty: 6089.979004
	Iteration 17Q: 3 clusters Score -2.670441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214733 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26704412.000000 Penalty: 6089.979004
	Iteration 18Q: 3 clusters Score -2.670441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214734 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26704410.000000 Penalty: 6089.979004
	Iteration 19Q: 3 clusters Score -2.670441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214733 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26704408.000000 Penalty: 6089.979004
	Iteration 20F: 3 clusters Score -2.670441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214735 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26704424.000000 Penalty: 6089.979004
	Iteration 21Q: 3 clusters Score -2.670442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214737 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26704436.000000 Penalty: 6089.979004
	Iteration 22Q: 3 clusters Score -2.670444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214738 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26704432.000000 Penalty: 6089.979004
	Iteration 23Q: 3 clusters Score -2.670443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214738 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26704432.000000 Penalty: 6089.979004
	Iteration 24F: 3 clusters Score -2.670443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Entering Unmasked Estep 
Score: -317825.343750 Penalty: 1969.264771
	Iteration 0F: 2 clusters Score -317825.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -314660.750000 Penalty: 3938.529541
	Iteration 0F: 3 clusters Score -314660.8 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -315258.718750 Penalty: 3938.529541
	Iteration 1F: 3 clusters Score -315258.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -315426.437500 Penalty: 3938.529541
	Iteration 2F: 3 clusters Score -315426.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -315540.687500 Penalty: 3938.529541
	Iteration 3F: 3 clusters Score -315540.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -315625.468750 Penalty: 3938.529541
	Iteration 4Q: 3 clusters Score -315625.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -315693.156250 Penalty: 3938.529541
	Iteration 5Q: 3 clusters Score -315693.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -315753.031250 Penalty: 3938.529541
	Iteration 6Q: 3 clusters Score -315753 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -315805.843750 Penalty: 3938.529541
	Iteration 7Q: 3 clusters Score -315805.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -315851.000000 Penalty: 3938.529541
	Iteration 8Q: 3 clusters Score -315851 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -315884.906250 Penalty: 3938.529541
	Iteration 9Q: 3 clusters Score -315884.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -315927.281250 Penalty: 3938.529541
	Iteration 10Q: 3 clusters Score -315927.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -315969.437500 Penalty: 3938.529541
	Iteration 11Q: 3 clusters Score -315969.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -316001.750000 Penalty: 3938.529541
	Iteration 12Q: 3 clusters Score -316001.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -316031.500000 Penalty: 3938.529541
	Iteration 13Q: 3 clusters Score -316031.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -316062.812500 Penalty: 3938.529541
	Iteration 14Q: 3 clusters Score -316062.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -316099.500000 Penalty: 3938.529541
	Iteration 15Q: 3 clusters Score -316099.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -316139.093750 Penalty: 3938.529541
	Iteration 16Q: 3 clusters Score -316139.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -316169.375000 Penalty: 3938.529541
	Iteration 17Q: 3 clusters Score -316169.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -316191.875000 Penalty: 3938.529541
	Iteration 18Q: 3 clusters Score -316191.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -316211.375000 Penalty: 3938.529541
	Iteration 19Q: 3 clusters Score -316211.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -316235.500000 Penalty: 3938.529541
	Iteration 20F: 3 clusters Score -316235.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -316245.937500 Penalty: 3938.529541
	Iteration 21Q: 3 clusters Score -316245.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -316256.125000 Penalty: 3938.529541
	Iteration 22Q: 3 clusters Score -316256.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -316269.375000 Penalty: 3938.529541
	Iteration 23Q: 3 clusters Score -316269.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -316278.656250 Penalty: 3938.529541
	Iteration 24Q: 3 clusters Score -316278.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -316291.718750 Penalty: 3938.529541
	Iteration 25Q: 3 clusters Score -316291.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -316298.656250 Penalty: 3938.529541
	Iteration 26Q: 3 clusters Score -316298.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -316306.500000 Penalty: 3938.529541
	Iteration 27Q: 3 clusters Score -316306.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -316313.718750 Penalty: 3938.529541
	Iteration 28Q: 3 clusters Score -316313.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -316317.156250 Penalty: 3938.529541
	Iteration 29Q: 3 clusters Score -316317.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -316326.375000 Penalty: 3938.529541
	Iteration 30Q: 3 clusters Score -316326.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -316332.687500 Penalty: 3938.529541
	Iteration 31Q: 3 clusters Score -316332.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -316334.906250 Penalty: 3938.529541
	Iteration 32Q: 3 clusters Score -316334.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -316336.625000 Penalty: 3938.529541
	Iteration 33Q: 3 clusters Score -316336.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -316337.906250 Penalty: 3938.529541
	Iteration 34Q: 3 clusters Score -316337.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -316339.375000 Penalty: 3938.529541
	Iteration 35Q: 3 clusters Score -316339.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -316341.656250 Penalty: 3938.529541
	Iteration 36Q: 3 clusters Score -316341.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -316343.281250 Penalty: 3938.529541
	Iteration 37Q: 3 clusters Score -316343.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -316343.031250 Penalty: 3938.529541
	Iteration 38Q: 3 clusters Score -316343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -316343.031250 Penalty: 3938.529541
	Iteration 39F: 3 clusters Score -316343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Entering Unmasked Estep 
Score: -429186.250000 Penalty: 2039.326416
	Iteration 0F: 2 clusters Score -429186.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -425519.312500 Penalty: 4078.652832
	Iteration 0F: 3 clusters Score -425519.3 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -426446.437500 Penalty: 4078.652832
	Iteration 1F: 3 clusters Score -426446.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -426724.468750 Penalty: 4078.652832
	Iteration 2F: 3 clusters Score -426724.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -427002.375000 Penalty: 4078.652832
	Iteration 3F: 3 clusters Score -427002.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -427450.218750 Penalty: 4078.652832
	Iteration 4F: 3 clusters Score -427450.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -428101.218750 Penalty: 4078.652832
	Iteration 5F: 3 clusters Score -428101.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -428858.031250 Penalty: 4078.652832
	Iteration 6F: 3 clusters Score -428858 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -429402.281250 Penalty: 4078.652832
	Iteration 7F: 3 clusters Score -429402.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -429701.437500 Penalty: 4078.652832
	Iteration 8F: 3 clusters Score -429701.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -429820.250000 Penalty: 4078.652832
	Iteration 9Q: 3 clusters Score -429820.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -429871.000000 Penalty: 4078.652832
	Iteration 10Q: 3 clusters Score -429871 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -429904.593750 Penalty: 4078.652832
	Iteration 11Q: 3 clusters Score -429904.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -429927.500000 Penalty: 4078.652832
	Iteration 12Q: 3 clusters Score -429927.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -429937.437500 Penalty: 4078.652832
	Iteration 13Q: 3 clusters Score -429937.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -429944.968750 Penalty: 4078.652832
	Iteration 14Q: 3 clusters Score -429945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -429952.718750 Penalty: 4078.652832
	Iteration 15Q: 3 clusters Score -429952.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -429953.937500 Penalty: 4078.652832
	Iteration 16Q: 3 clusters Score -429953.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -429957.062500 Penalty: 4078.652832
	Iteration 17Q: 3 clusters Score -429957.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -429957.031250 Penalty: 4078.652832
	Iteration 18Q: 3 clusters Score -429957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -429958.437500 Penalty: 4078.652832
	Iteration 19Q: 3 clusters Score -429958.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -429958.437500 Penalty: 4078.652832
	Iteration 20F: 3 clusters Score -429958.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17789 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 19636 members 
Mstep: Class 6 contains 177708 members 
Mstep: Class 7 contains 13968 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43068 members 
Mstep: Class 10 contains 9703 members 
Mstep: Class 11 contains 19512 members 
Mstep: Class 12 contains 84057 members 
Mstep: Class 13 contains 9147 members 
Mstep: Class 14 contains 41900 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 235768 members 
Mstep: Class 17 contains 244405 members 
Mstep: Class 18 contains 16221 members 
Mstep: Class 19 contains 9514 members 
Mstep: Class 20 contains 214955 members 
Mstep: Class 21 contains 2809 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2350 members 
Mstep: Class 25 contains 11146 members 
Mstep: Class 26 contains 20241 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 3311 members 
Entering Unmasked Estep 
Score: -154599696.000000 Penalty: 104589.859375
Splitting cluster 22 changes total score from -154601392.000000 to -154599696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Entering Unmasked Estep 
Score: -219139.156250 Penalty: 1899.591553
	Iteration 0F: 2 clusters Score -219139.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -216476.640625 Penalty: 3799.183105
	Iteration 0F: 3 clusters Score -216476.6 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -217003.812500 Penalty: 3799.183105
	Iteration 1F: 3 clusters Score -217003.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -217164.515625 Penalty: 3799.183105
	Iteration 2F: 3 clusters Score -217164.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -217298.484375 Penalty: 3799.183105
	Iteration 3F: 3 clusters Score -217298.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -217405.218750 Penalty: 3799.183105
	Iteration 4Q: 3 clusters Score -217405.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -217494.859375 Penalty: 3799.183105
	Iteration 5Q: 3 clusters Score -217494.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -217582.890625 Penalty: 3799.183105
	Iteration 6Q: 3 clusters Score -217582.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -217675.468750 Penalty: 3799.183105
	Iteration 7Q: 3 clusters Score -217675.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -217745.906250 Penalty: 3799.183105
	Iteration 8Q: 3 clusters Score -217745.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -217801.453125 Penalty: 3799.183105
	Iteration 9Q: 3 clusters Score -217801.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -217843.515625 Penalty: 3799.183105
	Iteration 10Q: 3 clusters Score -217843.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -217901.609375 Penalty: 3799.183105
	Iteration 11Q: 3 clusters Score -217901.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -217970.140625 Penalty: 3799.183105
	Iteration 12Q: 3 clusters Score -217970.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -218049.421875 Penalty: 3799.183105
	Iteration 13Q: 3 clusters Score -218049.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -218121.875000 Penalty: 3799.183105
	Iteration 14Q: 3 clusters Score -218121.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -218167.203125 Penalty: 3799.183105
	Iteration 15Q: 3 clusters Score -218167.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -218217.500000 Penalty: 3799.183105
	Iteration 16Q: 3 clusters Score -218217.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -218252.250000 Penalty: 3799.183105
	Iteration 17Q: 3 clusters Score -218252.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -218269.812500 Penalty: 3799.183105
	Iteration 18Q: 3 clusters Score -218269.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -218286.609375 Penalty: 3799.183105
	Iteration 19Q: 3 clusters Score -218286.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -218309.812500 Penalty: 3799.183105
	Iteration 20F: 3 clusters Score -218309.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -218329.687500 Penalty: 3799.183105
	Iteration 21Q: 3 clusters Score -218329.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -218341.156250 Penalty: 3799.183105
	Iteration 22Q: 3 clusters Score -218341.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -218347.109375 Penalty: 3799.183105
	Iteration 23Q: 3 clusters Score -218347.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -218353.140625 Penalty: 3799.183105
	Iteration 24Q: 3 clusters Score -218353.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -218357.218750 Penalty: 3799.183105
	Iteration 25Q: 3 clusters Score -218357.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -218360.437500 Penalty: 3799.183105
	Iteration 26Q: 3 clusters Score -218360.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -218361.609375 Penalty: 3799.183105
	Iteration 27Q: 3 clusters Score -218361.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -218362.359375 Penalty: 3799.183105
	Iteration 28Q: 3 clusters Score -218362.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -218362.406250 Penalty: 3799.183105
	Iteration 29Q: 3 clusters Score -218362.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -218362.406250 Penalty: 3799.183105
	Iteration 30F: 3 clusters Score -218362.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Entering Unmasked Estep 
Score: -285730.375000 Penalty: 1925.018311
	Iteration 0F: 2 clusters Score -285730.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -282879.656250 Penalty: 3850.036621
	Iteration 0F: 3 clusters Score -282879.7 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -283401.625000 Penalty: 3850.036621
	Iteration 1F: 3 clusters Score -283401.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -283567.531250 Penalty: 3850.036621
	Iteration 2F: 3 clusters Score -283567.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -283650.906250 Penalty: 3850.036621
	Iteration 3Q: 3 clusters Score -283650.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -283689.625000 Penalty: 3850.036621
	Iteration 4Q: 3 clusters Score -283689.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -283717.906250 Penalty: 3850.036621
	Iteration 5Q: 3 clusters Score -283717.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -283734.031250 Penalty: 3850.036621
	Iteration 6Q: 3 clusters Score -283734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -283746.093750 Penalty: 3850.036621
	Iteration 7Q: 3 clusters Score -283746.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -283757.562500 Penalty: 3850.036621
	Iteration 8Q: 3 clusters Score -283757.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -283764.312500 Penalty: 3850.036621
	Iteration 9Q: 3 clusters Score -283764.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -283770.312500 Penalty: 3850.036621
	Iteration 10Q: 3 clusters Score -283770.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -283773.218750 Penalty: 3850.036621
	Iteration 11Q: 3 clusters Score -283773.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -283777.250000 Penalty: 3850.036621
	Iteration 12Q: 3 clusters Score -283777.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -283783.406250 Penalty: 3850.036621
	Iteration 13Q: 3 clusters Score -283783.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -283790.062500 Penalty: 3850.036621
	Iteration 14Q: 3 clusters Score -283790.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -283792.937500 Penalty: 3850.036621
	Iteration 15Q: 3 clusters Score -283792.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -283793.875000 Penalty: 3850.036621
	Iteration 16Q: 3 clusters Score -283793.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -283798.562500 Penalty: 3850.036621
	Iteration 17Q: 3 clusters Score -283798.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -283801.062500 Penalty: 3850.036621
	Iteration 18Q: 3 clusters Score -283801.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -283803.437500 Penalty: 3850.036621
	Iteration 19Q: 3 clusters Score -283803.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -283807.125000 Penalty: 3850.036621
	Iteration 20F: 3 clusters Score -283807.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -283813.156250 Penalty: 3850.036621
	Iteration 21Q: 3 clusters Score -283813.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -283817.093750 Penalty: 3850.036621
	Iteration 22Q: 3 clusters Score -283817.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -283822.500000 Penalty: 3850.036621
	Iteration 23Q: 3 clusters Score -283822.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -283827.812500 Penalty: 3850.036621
	Iteration 24Q: 3 clusters Score -283827.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -283829.312500 Penalty: 3850.036621
	Iteration 25Q: 3 clusters Score -283829.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -283830.218750 Penalty: 3850.036621
	Iteration 26Q: 3 clusters Score -283830.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -283832.031250 Penalty: 3850.036621
	Iteration 27Q: 3 clusters Score -283832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -283836.062500 Penalty: 3850.036621
	Iteration 28Q: 3 clusters Score -283836.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -283841.718750 Penalty: 3850.036621
	Iteration 29Q: 3 clusters Score -283841.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -283847.312500 Penalty: 3850.036621
	Iteration 30Q: 3 clusters Score -283847.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -283851.250000 Penalty: 3850.036621
	Iteration 31Q: 3 clusters Score -283851.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -283854.937500 Penalty: 3850.036621
	Iteration 32Q: 3 clusters Score -283854.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -283857.250000 Penalty: 3850.036621
	Iteration 33Q: 3 clusters Score -283857.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -283860.187500 Penalty: 3850.036621
	Iteration 34Q: 3 clusters Score -283860.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -283861.687500 Penalty: 3850.036621
	Iteration 35Q: 3 clusters Score -283861.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -283863.437500 Penalty: 3850.036621
	Iteration 36Q: 3 clusters Score -283863.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -283866.281250 Penalty: 3850.036621
	Iteration 37Q: 3 clusters Score -283866.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -283868.906250 Penalty: 3850.036621
	Iteration 38Q: 3 clusters Score -283868.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -283870.218750 Penalty: 3850.036621
	Iteration 39Q: 3 clusters Score -283870.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -283871.937500 Penalty: 3850.036621
	Iteration 40F: 3 clusters Score -283871.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -283872.531250 Penalty: 3850.036621
	Iteration 41Q: 3 clusters Score -283872.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -283872.531250 Penalty: 3850.036621
	Iteration 42F: 3 clusters Score -283872.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Entering Unmasked Estep 
Score: -1381147.250000 Penalty: 2311.071289
	Iteration 0F: 2 clusters Score -1381147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1372782.000000 Penalty: 4622.142578
	Iteration 0F: 3 clusters Score -1372782 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1375211.000000 Penalty: 4622.142578
	Iteration 1F: 3 clusters Score -1375211 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1375551.375000 Penalty: 4622.142578
	Iteration 2F: 3 clusters Score -1375551 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1375809.125000 Penalty: 4622.142578
	Iteration 3Q: 3 clusters Score -1375809 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1376007.250000 Penalty: 4622.142578
	Iteration 4Q: 3 clusters Score -1376007 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1376171.000000 Penalty: 4622.142578
	Iteration 5Q: 3 clusters Score -1376171 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1376344.875000 Penalty: 4622.142578
	Iteration 6Q: 3 clusters Score -1376345 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1376536.625000 Penalty: 4622.142578
	Iteration 7Q: 3 clusters Score -1376537 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1376723.500000 Penalty: 4622.142578
	Iteration 8Q: 3 clusters Score -1376724 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1376898.125000 Penalty: 4622.142578
	Iteration 9Q: 3 clusters Score -1376898 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1377058.375000 Penalty: 4622.142578
	Iteration 10Q: 3 clusters Score -1377058 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1377217.750000 Penalty: 4622.142578
	Iteration 11Q: 3 clusters Score -1377218 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1377388.875000 Penalty: 4622.142578
	Iteration 12Q: 3 clusters Score -1377389 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1377532.375000 Penalty: 4622.142578
	Iteration 13Q: 3 clusters Score -1377532 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1377680.875000 Penalty: 4622.142578
	Iteration 14Q: 3 clusters Score -1377681 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1377847.625000 Penalty: 4622.142578
	Iteration 15Q: 3 clusters Score -1377848 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1378012.125000 Penalty: 4622.142578
	Iteration 16Q: 3 clusters Score -1378012 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1378161.125000 Penalty: 4622.142578
	Iteration 17Q: 3 clusters Score -1378161 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1378310.125000 Penalty: 4622.142578
	Iteration 18Q: 3 clusters Score -1378310 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1378445.750000 Penalty: 4622.142578
	Iteration 19Q: 3 clusters Score -1378446 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1378587.750000 Penalty: 4622.142578
	Iteration 20F: 3 clusters Score -1378588 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1378730.625000 Penalty: 4622.142578
	Iteration 21Q: 3 clusters Score -1378731 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1378832.125000 Penalty: 4622.142578
	Iteration 22Q: 3 clusters Score -1378832 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1378891.625000 Penalty: 4622.142578
	Iteration 23Q: 3 clusters Score -1378892 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1378950.625000 Penalty: 4622.142578
	Iteration 24Q: 3 clusters Score -1378951 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1378994.125000 Penalty: 4622.142578
	Iteration 25Q: 3 clusters Score -1378994 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1379031.375000 Penalty: 4622.142578
	Iteration 26Q: 3 clusters Score -1379031 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1379067.250000 Penalty: 4622.142578
	Iteration 27Q: 3 clusters Score -1379067 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1379082.750000 Penalty: 4622.142578
	Iteration 28Q: 3 clusters Score -1379083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1379097.625000 Penalty: 4622.142578
	Iteration 29Q: 3 clusters Score -1379098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1379105.750000 Penalty: 4622.142578
	Iteration 30Q: 3 clusters Score -1379106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1379115.000000 Penalty: 4622.142578
	Iteration 31Q: 3 clusters Score -1379115 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1379131.625000 Penalty: 4622.142578
	Iteration 32Q: 3 clusters Score -1379132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1379146.750000 Penalty: 4622.142578
	Iteration 33Q: 3 clusters Score -1379147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1379162.125000 Penalty: 4622.142578
	Iteration 34Q: 3 clusters Score -1379162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1379168.375000 Penalty: 4622.142578
	Iteration 35Q: 3 clusters Score -1379168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1379174.125000 Penalty: 4622.142578
	Iteration 36Q: 3 clusters Score -1379174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1379181.250000 Penalty: 4622.142578
	Iteration 37Q: 3 clusters Score -1379181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1379188.500000 Penalty: 4622.142578
	Iteration 38Q: 3 clusters Score -1379188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1379188.500000 Penalty: 4622.142578
	Iteration 39Q: 3 clusters Score -1379188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1379190.000000 Penalty: 4622.142578
	Iteration 40F: 3 clusters Score -1379190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1379191.000000 Penalty: 4622.142578
	Iteration 41Q: 3 clusters Score -1379191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1379191.000000 Penalty: 4622.142578
	Iteration 42F: 3 clusters Score -1379191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Entering Unmasked Estep 
Score: -2454401.000000 Penalty: 2459.035400
	Iteration 0F: 2 clusters Score -2454401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2440169.500000 Penalty: 4918.070801
	Iteration 0F: 3 clusters Score -2440170 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2445101.750000 Penalty: 4918.070801
	Iteration 1F: 3 clusters Score -2445102 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2445626.750000 Penalty: 4918.070801
	Iteration 2F: 3 clusters Score -2445627 nChanged 995
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2446030.250000 Penalty: 4918.070801
	Iteration 3Q: 3 clusters Score -2446030 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2446395 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2446737 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2447114 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -2447508 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2447921.500000 Penalty: 4918.070801
	Iteration 8Q: 3 clusters Score -2447922 nChanged 870
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2448360.250000 Penalty: 4918.070801
	Iteration 9Q: 3 clusters Score -2448360 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2448820.750000 Penalty: 4918.070801
	Iteration 10Q: 3 clusters Score -2448821 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2449281.500000 Penalty: 4918.070801
	Iteration 11Q: 3 clusters Score -2449282 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2449750.750000 Penalty: 4918.070801
	Iteration 12Q: 3 clusters Score -2449751 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2450245.500000 Penalty: 4918.070801
	Iteration 13Q: 3 clusters Score -2450246 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2450630 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2450866 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2451000 nChanged 307
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2451088.750000 Penalty: 4918.070801
	Iteration 17Q: 3 clusters Score -2451089 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2451159.250000 Penalty: 4918.070801
	Iteration 18Q: 3 clusters Score -2451159 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2451197.750000 Penalty: 4918.070801
	Iteration 19Q: 3 clusters Score -2451198 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2451238.750000 Penalty: 4918.070801
	Iteration 20F: 3 clusters Score -2451239 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2451265 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2451283 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2451299 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2451316.250000 Penalty: 4918.070801
	Iteration 24Q: 3 clusters Score -2451316 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2451332.000000 Penalty: 4918.070801
	Iteration 25Q: 3 clusters Score -2451332 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2451341.000000 Penalty: 4918.070801
	Iteration 26Q: 3 clusters Score -2451341 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2451357.250000 Penalty: 4918.070801
	Iteration 27Q: 3 clusters Score -2451357 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2451375.750000 Penalty: 4918.070801
	Iteration 28Q: 3 clusters Score -2451376 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2451389.250000 Penalty: 4918.070801
	Iteration 29Q: 3 clusters Score -2451389 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2451401.250000 Penalty: 4918.070801
	Iteration 30Q: 3 clusters Score -2451401 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2451414.500000 Penalty: 4918.070801
	Iteration 31Q: 3 clusters Score -2451414 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2451410.500000 Penalty: 4918.070801
	Iteration 32Q: 3 clusters Score -2451410 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2451439.250000 Penalty: 4918.070801
	Iteration 33Q: 3 clusters Score -2451439 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2451458.500000 Penalty: 4918.070801
	Iteration 34Q: 3 clusters Score -2451458 nChanged 100
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Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2451474 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2451491 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2451519.750000 Penalty: 4918.070801
	Iteration 37Q: 3 clusters Score -2451520 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2451539 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2451571 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2451590.750000 Penalty: 4918.070801
	Iteration 40F: 3 clusters Score -2451591 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2451609.000000 Penalty: 4918.070801
	Iteration 41Q: 3 clusters Score -2451609 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2451648.250000 Penalty: 4918.070801
	Iteration 42Q: 3 clusters Score -2451648 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2451675 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2451706 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2451755 nChanged 165
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2451804.500000 Penalty: 4918.070801
	Iteration 46Q: 3 clusters Score -2451804 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2451837 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2451879 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2451919.750000 Penalty: 4918.070801
	Iteration 49Q: 3 clusters Score -2451920 nChanged 142
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2451967 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2452023.750000 Penalty: 4918.070801
	Iteration 51Q: 3 clusters Score -2452024 nChanged 128
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Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2452066 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2452100 nChanged 124
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Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2452131 nChanged 101
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Mstep: Class 1 contains 15850 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2452166 nChanged 132
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Mstep: Class 1 contains 15976 members 
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Entering Unmasked Estep 
Score: -2452208.500000 Penalty: 4918.070801
	Iteration 56Q: 3 clusters Score -2452208 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2452236.250000 Penalty: 4918.070801
	Iteration 57Q: 3 clusters Score -2452236 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2452262 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16296 members 
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Entering Unmasked Estep 
Score: -2452294.750000 Penalty: 4918.070801
	Iteration 59Q: 3 clusters Score -2452295 nChanged 97
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Mstep: Class 1 contains 16391 members 
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Entering Unmasked Estep 
Score: -2452317.250000 Penalty: 4918.070801
	Iteration 60F: 3 clusters Score -2452317 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2452324.500000 Penalty: 4918.070801
	Iteration 61Q: 3 clusters Score -2452324 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2452340.750000 Penalty: 4918.070801
	Iteration 62Q: 3 clusters Score -2452341 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2452366.250000 Penalty: 4918.070801
	Iteration 63Q: 3 clusters Score -2452366 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2452376 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2452391.500000 Penalty: 4918.070801
	Iteration 65Q: 3 clusters Score -2452392 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2452411.500000 Penalty: 4918.070801
	Iteration 66Q: 3 clusters Score -2452412 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2452418.500000 Penalty: 4918.070801
	Iteration 67Q: 3 clusters Score -2452418 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2452444.000000 Penalty: 4918.070801
	Iteration 68Q: 3 clusters Score -2452444 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2452447.750000 Penalty: 4918.070801
	Iteration 69Q: 3 clusters Score -2452448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2452463.750000 Penalty: 4918.070801
	Iteration 70Q: 3 clusters Score -2452464 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2452478.250000 Penalty: 4918.070801
	Iteration 71Q: 3 clusters Score -2452478 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2452495.750000 Penalty: 4918.070801
	Iteration 72Q: 3 clusters Score -2452496 nChanged 52
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Mstep: Class 1 contains 17230 members 
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Entering Unmasked Estep 
Score: -2452501.500000 Penalty: 4918.070801
	Iteration 73Q: 3 clusters Score -2452502 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2452521.000000 Penalty: 4918.070801
	Iteration 74Q: 3 clusters Score -2452521 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2452538.250000 Penalty: 4918.070801
	Iteration 75Q: 3 clusters Score -2452538 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2452553.000000 Penalty: 4918.070801
	Iteration 76Q: 3 clusters Score -2452553 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2452565 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2452584.000000 Penalty: 4918.070801
	Iteration 78Q: 3 clusters Score -2452584 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2452600.750000 Penalty: 4918.070801
	Iteration 79Q: 3 clusters Score -2452601 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2452608.250000 Penalty: 4918.070801
	Iteration 80F: 3 clusters Score -2452608 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2452622.500000 Penalty: 4918.070801
	Iteration 81Q: 3 clusters Score -2452622 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2452636.500000 Penalty: 4918.070801
	Iteration 82Q: 3 clusters Score -2452636 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2452654.500000 Penalty: 4918.070801
	Iteration 83Q: 3 clusters Score -2452654 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2452669.250000 Penalty: 4918.070801
	Iteration 84Q: 3 clusters Score -2452669 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2452682.250000 Penalty: 4918.070801
	Iteration 85Q: 3 clusters Score -2452682 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2452697.750000 Penalty: 4918.070801
	Iteration 86Q: 3 clusters Score -2452698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2452699.750000 Penalty: 4918.070801
	Iteration 87Q: 3 clusters Score -2452700 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2452708.500000 Penalty: 4918.070801
	Iteration 88Q: 3 clusters Score -2452708 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2452719.750000 Penalty: 4918.070801
	Iteration 89Q: 3 clusters Score -2452720 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2452727.500000 Penalty: 4918.070801
	Iteration 90Q: 3 clusters Score -2452728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2452747.250000 Penalty: 4918.070801
	Iteration 91Q: 3 clusters Score -2452747 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2452767.500000 Penalty: 4918.070801
	Iteration 92Q: 3 clusters Score -2452768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2452773.500000 Penalty: 4918.070801
	Iteration 93Q: 3 clusters Score -2452774 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2452791.750000 Penalty: 4918.070801
	Iteration 94Q: 3 clusters Score -2452792 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2452798.750000 Penalty: 4918.070801
	Iteration 95Q: 3 clusters Score -2452799 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2452820.000000 Penalty: 4918.070801
	Iteration 96Q: 3 clusters Score -2452820 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2452835.250000 Penalty: 4918.070801
	Iteration 97Q: 3 clusters Score -2452835 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2452849.000000 Penalty: 4918.070801
	Iteration 98Q: 3 clusters Score -2452849 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2452866.500000 Penalty: 4918.070801
	Iteration 99Q: 3 clusters Score -2452866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2452880.000000 Penalty: 4918.070801
	Iteration 100F: 3 clusters Score -2452880 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2452910.000000 Penalty: 4918.070801
	Iteration 101Q: 3 clusters Score -2452910 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2452926.750000 Penalty: 4918.070801
	Iteration 102Q: 3 clusters Score -2452927 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2452935.500000 Penalty: 4918.070801
	Iteration 103Q: 3 clusters Score -2452936 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2452955.750000 Penalty: 4918.070801
	Iteration 104Q: 3 clusters Score -2452956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2452960.250000 Penalty: 4918.070801
	Iteration 105Q: 3 clusters Score -2452960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2452976.000000 Penalty: 4918.070801
	Iteration 106Q: 3 clusters Score -2452976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2452999.750000 Penalty: 4918.070801
	Iteration 107Q: 3 clusters Score -2453000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2453012.750000 Penalty: 4918.070801
	Iteration 108Q: 3 clusters Score -2453013 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2453022.000000 Penalty: 4918.070801
	Iteration 109Q: 3 clusters Score -2453022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2453029.000000 Penalty: 4918.070801
	Iteration 110Q: 3 clusters Score -2453029 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2453055.500000 Penalty: 4918.070801
	Iteration 111Q: 3 clusters Score -2453056 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2453075.000000 Penalty: 4918.070801
	Iteration 112Q: 3 clusters Score -2453075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2453090.000000 Penalty: 4918.070801
	Iteration 113Q: 3 clusters Score -2453090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2453106.750000 Penalty: 4918.070801
	Iteration 114Q: 3 clusters Score -2453107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2453115.250000 Penalty: 4918.070801
	Iteration 115Q: 3 clusters Score -2453115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2453122.750000 Penalty: 4918.070801
	Iteration 116Q: 3 clusters Score -2453123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2453137.750000 Penalty: 4918.070801
	Iteration 117Q: 3 clusters Score -2453138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2453150.500000 Penalty: 4918.070801
	Iteration 118Q: 3 clusters Score -2453150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2453172.250000 Penalty: 4918.070801
	Iteration 119Q: 3 clusters Score -2453172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2453192.000000 Penalty: 4918.070801
	Iteration 120F: 3 clusters Score -2453192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2453202.250000 Penalty: 4918.070801
	Iteration 121Q: 3 clusters Score -2453202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2453203.000000 Penalty: 4918.070801
	Iteration 122Q: 3 clusters Score -2453203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2453208.250000 Penalty: 4918.070801
	Iteration 123Q: 3 clusters Score -2453208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2453210.500000 Penalty: 4918.070801
	Iteration 124Q: 3 clusters Score -2453210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2453212.750000 Penalty: 4918.070801
	Iteration 125Q: 3 clusters Score -2453213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2453212.000000 Penalty: 4918.070801
	Iteration 126Q: 3 clusters Score -2453212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2453213.500000 Penalty: 4918.070801
	Iteration 127Q: 3 clusters Score -2453214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2453217.500000 Penalty: 4918.070801
	Iteration 128Q: 3 clusters Score -2453218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2453221.250000 Penalty: 4918.070801
	Iteration 129Q: 3 clusters Score -2453221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2453220.500000 Penalty: 4918.070801
	Iteration 130Q: 3 clusters Score -2453220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2453222.000000 Penalty: 4918.070801
	Iteration 131Q: 3 clusters Score -2453222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2453231.250000 Penalty: 4918.070801
	Iteration 132Q: 3 clusters Score -2453231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2453231.750000 Penalty: 4918.070801
	Iteration 133Q: 3 clusters Score -2453232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2453228.750000 Penalty: 4918.070801
	Iteration 134Q: 3 clusters Score -2453229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2453228.750000 Penalty: 4918.070801
	Iteration 135Q: 3 clusters Score -2453229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2453229.750000 Penalty: 4918.070801
	Iteration 136Q: 3 clusters Score -2453230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2453230.750000 Penalty: 4918.070801
	Iteration 137Q: 3 clusters Score -2453231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2453234.000000 Penalty: 4918.070801
	Iteration 138Q: 3 clusters Score -2453234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2453232.750000 Penalty: 4918.070801
	Iteration 139Q: 3 clusters Score -2453233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2453234.750000 Penalty: 4918.070801
	Iteration 140F: 3 clusters Score -2453235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2453234.500000 Penalty: 4918.070801
	Iteration 141Q: 3 clusters Score -2453234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2453236.500000 Penalty: 4918.070801
	Iteration 142Q: 3 clusters Score -2453236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2453241.500000 Penalty: 4918.070801
	Iteration 143Q: 3 clusters Score -2453242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2453245.500000 Penalty: 4918.070801
	Iteration 144Q: 3 clusters Score -2453246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2453249.000000 Penalty: 4918.070801
	Iteration 145Q: 3 clusters Score -2453249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2453249.750000 Penalty: 4918.070801
	Iteration 146Q: 3 clusters Score -2453250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2453257.250000 Penalty: 4918.070801
	Iteration 147Q: 3 clusters Score -2453257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2453258.500000 Penalty: 4918.070801
	Iteration 148Q: 3 clusters Score -2453258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2453255.250000 Penalty: 4918.070801
	Iteration 149Q: 3 clusters Score -2453255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2453257.000000 Penalty: 4918.070801
	Iteration 150Q: 3 clusters Score -2453257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2453257.750000 Penalty: 4918.070801
	Iteration 151Q: 3 clusters Score -2453258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2453257.750000 Penalty: 4918.070801
	Iteration 152Q: 3 clusters Score -2453258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2453258.250000 Penalty: 4918.070801
	Iteration 153Q: 3 clusters Score -2453258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2453257.750000 Penalty: 4918.070801
	Iteration 154Q: 3 clusters Score -2453258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2453254.750000 Penalty: 4918.070801
	Iteration 155Q: 3 clusters Score -2453255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2453254.750000 Penalty: 4918.070801
	Iteration 156F: 3 clusters Score -2453255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Entering Unmasked Estep 
Score: -488886.875000 Penalty: 2058.531006
	Iteration 0F: 2 clusters Score -488886.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -484979.593750 Penalty: 4117.062012
	Iteration 0F: 3 clusters Score -484979.6 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -485824.656250 Penalty: 4117.062012
	Iteration 1F: 3 clusters Score -485824.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -486019.781250 Penalty: 4117.062012
	Iteration 2F: 3 clusters Score -486019.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -486125.125000 Penalty: 4117.062012
	Iteration 3Q: 3 clusters Score -486125.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -486208.562500 Penalty: 4117.062012
	Iteration 4Q: 3 clusters Score -486208.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -486267.812500 Penalty: 4117.062012
	Iteration 5Q: 3 clusters Score -486267.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -486306.500000 Penalty: 4117.062012
	Iteration 6Q: 3 clusters Score -486306.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -486342.125000 Penalty: 4117.062012
	Iteration 7Q: 3 clusters Score -486342.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -486368.687500 Penalty: 4117.062012
	Iteration 8Q: 3 clusters Score -486368.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -486389.468750 Penalty: 4117.062012
	Iteration 9Q: 3 clusters Score -486389.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -486409.718750 Penalty: 4117.062012
	Iteration 10Q: 3 clusters Score -486409.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -486426.875000 Penalty: 4117.062012
	Iteration 11Q: 3 clusters Score -486426.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -486442.437500 Penalty: 4117.062012
	Iteration 12Q: 3 clusters Score -486442.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -486459.531250 Penalty: 4117.062012
	Iteration 13Q: 3 clusters Score -486459.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -486473.406250 Penalty: 4117.062012
	Iteration 14Q: 3 clusters Score -486473.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -486484.218750 Penalty: 4117.062012
	Iteration 15Q: 3 clusters Score -486484.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -486490.937500 Penalty: 4117.062012
	Iteration 16Q: 3 clusters Score -486490.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -486495.781250 Penalty: 4117.062012
	Iteration 17Q: 3 clusters Score -486495.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -486499.500000 Penalty: 4117.062012
	Iteration 18Q: 3 clusters Score -486499.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -486503.125000 Penalty: 4117.062012
	Iteration 19Q: 3 clusters Score -486503.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -486505.187500 Penalty: 4117.062012
	Iteration 20F: 3 clusters Score -486505.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -486507.968750 Penalty: 4117.062012
	Iteration 21Q: 3 clusters Score -486508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -486513.468750 Penalty: 4117.062012
	Iteration 22Q: 3 clusters Score -486513.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -486518.718750 Penalty: 4117.062012
	Iteration 23Q: 3 clusters Score -486518.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -486527.406250 Penalty: 4117.062012
	Iteration 24Q: 3 clusters Score -486527.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -486532.031250 Penalty: 4117.062012
	Iteration 25Q: 3 clusters Score -486532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -486533.843750 Penalty: 4117.062012
	Iteration 26Q: 3 clusters Score -486533.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -486535.187500 Penalty: 4117.062012
	Iteration 27Q: 3 clusters Score -486535.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -486538.281250 Penalty: 4117.062012
	Iteration 28Q: 3 clusters Score -486538.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -486540.750000 Penalty: 4117.062012
	Iteration 29Q: 3 clusters Score -486540.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -486543.968750 Penalty: 4117.062012
	Iteration 30Q: 3 clusters Score -486544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -486545.781250 Penalty: 4117.062012
	Iteration 31Q: 3 clusters Score -486545.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -486547.218750 Penalty: 4117.062012
	Iteration 32Q: 3 clusters Score -486547.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -486547.437500 Penalty: 4117.062012
	Iteration 33Q: 3 clusters Score -486547.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -486549.593750 Penalty: 4117.062012
	Iteration 34Q: 3 clusters Score -486549.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -486551.093750 Penalty: 4117.062012
	Iteration 35Q: 3 clusters Score -486551.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -486553.906250 Penalty: 4117.062012
	Iteration 36Q: 3 clusters Score -486553.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -486554.968750 Penalty: 4117.062012
	Iteration 37Q: 3 clusters Score -486555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -486557.156250 Penalty: 4117.062012
	Iteration 38Q: 3 clusters Score -486557.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -486559.125000 Penalty: 4117.062012
	Iteration 39Q: 3 clusters Score -486559.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -486561.406250 Penalty: 4117.062012
	Iteration 40F: 3 clusters Score -486561.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -486564.000000 Penalty: 4117.062012
	Iteration 41Q: 3 clusters Score -486564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -486567.500000 Penalty: 4117.062012
	Iteration 42Q: 3 clusters Score -486567.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -486569.218750 Penalty: 4117.062012
	Iteration 43Q: 3 clusters Score -486569.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -486571.250000 Penalty: 4117.062012
	Iteration 44Q: 3 clusters Score -486571.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -486572.218750 Penalty: 4117.062012
	Iteration 45Q: 3 clusters Score -486572.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -486575.687500 Penalty: 4117.062012
	Iteration 46Q: 3 clusters Score -486575.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -486578.656250 Penalty: 4117.062012
	Iteration 47Q: 3 clusters Score -486578.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -486580.656250 Penalty: 4117.062012
	Iteration 48Q: 3 clusters Score -486580.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -486586.031250 Penalty: 4117.062012
	Iteration 49Q: 3 clusters Score -486586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -486588.656250 Penalty: 4117.062012
	Iteration 50Q: 3 clusters Score -486588.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -486592.906250 Penalty: 4117.062012
	Iteration 51Q: 3 clusters Score -486592.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -486594.375000 Penalty: 4117.062012
	Iteration 52Q: 3 clusters Score -486594.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -486597.187500 Penalty: 4117.062012
	Iteration 53Q: 3 clusters Score -486597.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -486602.718750 Penalty: 4117.062012
	Iteration 54Q: 3 clusters Score -486602.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -486605.218750 Penalty: 4117.062012
	Iteration 55Q: 3 clusters Score -486605.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -486606.062500 Penalty: 4117.062012
	Iteration 56Q: 3 clusters Score -486606.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -486606.687500 Penalty: 4117.062012
	Iteration 57Q: 3 clusters Score -486606.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -486608.531250 Penalty: 4117.062012
	Iteration 58Q: 3 clusters Score -486608.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -486609.156250 Penalty: 4117.062012
	Iteration 59Q: 3 clusters Score -486609.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -486609.125000 Penalty: 4117.062012
	Iteration 60F: 3 clusters Score -486609.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -486611.875000 Penalty: 4117.062012
	Iteration 61Q: 3 clusters Score -486611.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -486614.875000 Penalty: 4117.062012
	Iteration 62Q: 3 clusters Score -486614.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -486616.906250 Penalty: 4117.062012
	Iteration 63Q: 3 clusters Score -486616.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -486619.125000 Penalty: 4117.062012
	Iteration 64Q: 3 clusters Score -486619.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -486621.625000 Penalty: 4117.062012
	Iteration 65Q: 3 clusters Score -486621.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -486624.062500 Penalty: 4117.062012
	Iteration 66Q: 3 clusters Score -486624.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -486626.437500 Penalty: 4117.062012
	Iteration 67Q: 3 clusters Score -486626.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -486630.531250 Penalty: 4117.062012
	Iteration 68Q: 3 clusters Score -486630.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -486636.531250 Penalty: 4117.062012
	Iteration 69Q: 3 clusters Score -486636.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -486644.656250 Penalty: 4117.062012
	Iteration 70Q: 3 clusters Score -486644.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -486648.281250 Penalty: 4117.062012
	Iteration 71Q: 3 clusters Score -486648.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -486651.843750 Penalty: 4117.062012
	Iteration 72Q: 3 clusters Score -486651.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -486659.031250 Penalty: 4117.062012
	Iteration 73Q: 3 clusters Score -486659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -486666.625000 Penalty: 4117.062012
	Iteration 74Q: 3 clusters Score -486666.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -486674.375000 Penalty: 4117.062012
	Iteration 75Q: 3 clusters Score -486674.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -486680.218750 Penalty: 4117.062012
	Iteration 76Q: 3 clusters Score -486680.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -486684.218750 Penalty: 4117.062012
	Iteration 77Q: 3 clusters Score -486684.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -486689.687500 Penalty: 4117.062012
	Iteration 78Q: 3 clusters Score -486689.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -486697.875000 Penalty: 4117.062012
	Iteration 79Q: 3 clusters Score -486697.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -486704.718750 Penalty: 4117.062012
	Iteration 80F: 3 clusters Score -486704.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -486712.750000 Penalty: 4117.062012
	Iteration 81Q: 3 clusters Score -486712.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -486717.656250 Penalty: 4117.062012
	Iteration 82Q: 3 clusters Score -486717.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -486723.906250 Penalty: 4117.062012
	Iteration 83Q: 3 clusters Score -486723.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -486731.593750 Penalty: 4117.062012
	Iteration 84Q: 3 clusters Score -486731.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -486743.406250 Penalty: 4117.062012
	Iteration 85Q: 3 clusters Score -486743.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -486751.625000 Penalty: 4117.062012
	Iteration 86Q: 3 clusters Score -486751.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -486757.906250 Penalty: 4117.062012
	Iteration 87Q: 3 clusters Score -486757.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -486761.875000 Penalty: 4117.062012
	Iteration 88Q: 3 clusters Score -486761.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -486763.062500 Penalty: 4117.062012
	Iteration 89Q: 3 clusters Score -486763.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -486763.937500 Penalty: 4117.062012
	Iteration 90Q: 3 clusters Score -486763.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -486766.343750 Penalty: 4117.062012
	Iteration 91Q: 3 clusters Score -486766.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -486767.406250 Penalty: 4117.062012
	Iteration 92Q: 3 clusters Score -486767.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -486770.625000 Penalty: 4117.062012
	Iteration 93Q: 3 clusters Score -486770.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -486774.968750 Penalty: 4117.062012
	Iteration 94Q: 3 clusters Score -486775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -486783.781250 Penalty: 4117.062012
	Iteration 95Q: 3 clusters Score -486783.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -486790.031250 Penalty: 4117.062012
	Iteration 96Q: 3 clusters Score -486790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -486793.093750 Penalty: 4117.062012
	Iteration 97Q: 3 clusters Score -486793.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -486797.843750 Penalty: 4117.062012
	Iteration 98Q: 3 clusters Score -486797.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -486801.093750 Penalty: 4117.062012
	Iteration 99Q: 3 clusters Score -486801.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -486807.843750 Penalty: 4117.062012
	Iteration 100F: 3 clusters Score -486807.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -486814.031250 Penalty: 4117.062012
	Iteration 101Q: 3 clusters Score -486814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -486819.500000 Penalty: 4117.062012
	Iteration 102Q: 3 clusters Score -486819.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -486826.500000 Penalty: 4117.062012
	Iteration 103Q: 3 clusters Score -486826.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -486831.968750 Penalty: 4117.062012
	Iteration 104Q: 3 clusters Score -486832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -486837.593750 Penalty: 4117.062012
	Iteration 105Q: 3 clusters Score -486837.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -486843.343750 Penalty: 4117.062012
	Iteration 106Q: 3 clusters Score -486843.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -486848.468750 Penalty: 4117.062012
	Iteration 107Q: 3 clusters Score -486848.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -486853.093750 Penalty: 4117.062012
	Iteration 108Q: 3 clusters Score -486853.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -486857.375000 Penalty: 4117.062012
	Iteration 109Q: 3 clusters Score -486857.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -486863.281250 Penalty: 4117.062012
	Iteration 110Q: 3 clusters Score -486863.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -486867.562500 Penalty: 4117.062012
	Iteration 111Q: 3 clusters Score -486867.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -486871.156250 Penalty: 4117.062012
	Iteration 112Q: 3 clusters Score -486871.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -486874.906250 Penalty: 4117.062012
	Iteration 113Q: 3 clusters Score -486874.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -486878.500000 Penalty: 4117.062012
	Iteration 114Q: 3 clusters Score -486878.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -486885.000000 Penalty: 4117.062012
	Iteration 115Q: 3 clusters Score -486885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -486890.375000 Penalty: 4117.062012
	Iteration 116Q: 3 clusters Score -486890.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -486893.687500 Penalty: 4117.062012
	Iteration 117Q: 3 clusters Score -486893.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -486899.625000 Penalty: 4117.062012
	Iteration 118Q: 3 clusters Score -486899.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -486906.781250 Penalty: 4117.062012
	Iteration 119Q: 3 clusters Score -486906.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -486914.968750 Penalty: 4117.062012
	Iteration 120F: 3 clusters Score -486915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -486922.968750 Penalty: 4117.062012
	Iteration 121Q: 3 clusters Score -486923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -486930.937500 Penalty: 4117.062012
	Iteration 122Q: 3 clusters Score -486930.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -486938.093750 Penalty: 4117.062012
	Iteration 123Q: 3 clusters Score -486938.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -486941.906250 Penalty: 4117.062012
	Iteration 124Q: 3 clusters Score -486941.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -486944.156250 Penalty: 4117.062012
	Iteration 125Q: 3 clusters Score -486944.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -486944.875000 Penalty: 4117.062012
	Iteration 126Q: 3 clusters Score -486944.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -486946.843750 Penalty: 4117.062012
	Iteration 127Q: 3 clusters Score -486946.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -486951.625000 Penalty: 4117.062012
	Iteration 128Q: 3 clusters Score -486951.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -486956.375000 Penalty: 4117.062012
	Iteration 129Q: 3 clusters Score -486956.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -486959.000000 Penalty: 4117.062012
	Iteration 130Q: 3 clusters Score -486959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -486964.281250 Penalty: 4117.062012
	Iteration 131Q: 3 clusters Score -486964.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -486970.031250 Penalty: 4117.062012
	Iteration 132Q: 3 clusters Score -486970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -486973.000000 Penalty: 4117.062012
	Iteration 133Q: 3 clusters Score -486973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -486977.375000 Penalty: 4117.062012
	Iteration 134Q: 3 clusters Score -486977.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -486981.625000 Penalty: 4117.062012
	Iteration 135Q: 3 clusters Score -486981.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -486983.187500 Penalty: 4117.062012
	Iteration 136Q: 3 clusters Score -486983.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -486984.062500 Penalty: 4117.062012
	Iteration 137Q: 3 clusters Score -486984.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -486984.062500 Penalty: 4117.062012
	Iteration 138F: 3 clusters Score -486984.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Entering Unmasked Estep 
Score: -118143.992188 Penalty: 1719.971924
	Iteration 0F: 2 clusters Score -118144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -116196.023438 Penalty: 3439.943848
	Iteration 0F: 3 clusters Score -116196 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -116499.812500 Penalty: 3439.943848
	Iteration 1F: 3 clusters Score -116499.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -116628.867188 Penalty: 3439.943848
	Iteration 2F: 3 clusters Score -116628.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -116715.421875 Penalty: 3439.943848
	Iteration 3Q: 3 clusters Score -116715.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -116784.445312 Penalty: 3439.943848
	Iteration 4Q: 3 clusters Score -116784.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -116895.578125 Penalty: 3439.943848
	Iteration 5Q: 3 clusters Score -116895.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -117114.992188 Penalty: 3439.943848
	Iteration 6Q: 3 clusters Score -117115 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -117307.984375 Penalty: 3439.943848
	Iteration 7Q: 3 clusters Score -117308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -117421.812500 Penalty: 3439.943848
	Iteration 8Q: 3 clusters Score -117421.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -117527.062500 Penalty: 3439.943848
	Iteration 9Q: 3 clusters Score -117527.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -117634.687500 Penalty: 3439.943848
	Iteration 10Q: 3 clusters Score -117634.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -117831.656250 Penalty: 3439.943848
	Iteration 11Q: 3 clusters Score -117831.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -117913.640625 Penalty: 3439.943848
	Iteration 12Q: 3 clusters Score -117913.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -117932.585938 Penalty: 3439.943848
	Iteration 13Q: 3 clusters Score -117932.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -117936.492188 Penalty: 3439.943848
	Iteration 14Q: 3 clusters Score -117936.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -117942.367188 Penalty: 3439.943848
	Iteration 15Q: 3 clusters Score -117942.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -117949.085938 Penalty: 3439.943848
	Iteration 16Q: 3 clusters Score -117949.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -117954.609375 Penalty: 3439.943848
	Iteration 17Q: 3 clusters Score -117954.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -117958.085938 Penalty: 3439.943848
	Iteration 18Q: 3 clusters Score -117958.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -117965.851562 Penalty: 3439.943848
	Iteration 19Q: 3 clusters Score -117965.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -117970.421875 Penalty: 3439.943848
	Iteration 20F: 3 clusters Score -117970.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -117979.328125 Penalty: 3439.943848
	Iteration 21Q: 3 clusters Score -117979.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -117993.507812 Penalty: 3439.943848
	Iteration 22Q: 3 clusters Score -117993.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -118001.414062 Penalty: 3439.943848
	Iteration 23Q: 3 clusters Score -118001.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -118004.929688 Penalty: 3439.943848
	Iteration 24Q: 3 clusters Score -118004.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -118006.601562 Penalty: 3439.943848
	Iteration 25Q: 3 clusters Score -118006.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -118011.046875 Penalty: 3439.943848
	Iteration 26Q: 3 clusters Score -118011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -118013.515625 Penalty: 3439.943848
	Iteration 27Q: 3 clusters Score -118013.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -118014.265625 Penalty: 3439.943848
	Iteration 28Q: 3 clusters Score -118014.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -118014.265625 Penalty: 3439.943848
	Iteration 29F: 3 clusters Score -118014.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -38728.906250 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -38728.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37373.574219 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -37373.57 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37531.804688 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -37531.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37592.031250 Penalty: 2935.771240
	Iteration 2Q: 3 clusters Score -37592.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37610.765625 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -37610.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37618.941406 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -37618.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37621.937500 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -37621.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37621.937500 Penalty: 2935.771240
	Iteration 6F: 3 clusters Score -37621.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17789 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 19636 members 
Mstep: Class 6 contains 177708 members 
Mstep: Class 7 contains 13968 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43068 members 
Mstep: Class 10 contains 9703 members 
Mstep: Class 11 contains 19512 members 
Mstep: Class 12 contains 84057 members 
Mstep: Class 13 contains 9147 members 
Mstep: Class 14 contains 41900 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 235768 members 
Mstep: Class 17 contains 244405 members 
Mstep: Class 18 contains 16221 members 
Mstep: Class 19 contains 9514 members 
Mstep: Class 20 contains 214955 members 
Mstep: Class 21 contains 2809 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2350 members 
Mstep: Class 25 contains 11146 members 
Mstep: Class 26 contains 20241 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601328.000000 Penalty: 101103.531250
Iteration 479Q: 30 clusters Score -1.546013e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17790 members 
Mstep: Class 4 contains 9830 members 
Mstep: Class 5 contains 19626 members 
Mstep: Class 6 contains 177626 members 
Mstep: Class 7 contains 13960 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43073 members 
Mstep: Class 10 contains 9703 members 
Mstep: Class 11 contains 19513 members 
Mstep: Class 12 contains 84050 members 
Mstep: Class 13 contains 9146 members 
Mstep: Class 14 contains 41893 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 235675 members 
Mstep: Class 17 contains 244499 members 
Mstep: Class 18 contains 16223 members 
Mstep: Class 19 contains 9515 members 
Mstep: Class 20 contains 215044 members 
Mstep: Class 21 contains 2809 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2350 members 
Mstep: Class 25 contains 11148 members 
Mstep: Class 26 contains 20241 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601696.000000 Penalty: 101103.531250
Iteration 480F: 30 clusters Score -1.546017e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17792 members 
Mstep: Class 4 contains 9830 members 
Mstep: Class 5 contains 19620 members 
Mstep: Class 6 contains 177577 members 
Mstep: Class 7 contains 13951 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43074 members 
Mstep: Class 10 contains 9703 members 
Mstep: Class 11 contains 19513 members 
Mstep: Class 12 contains 84038 members 
Mstep: Class 13 contains 9147 members 
Mstep: Class 14 contains 41895 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 235576 members 
Mstep: Class 17 contains 244568 members 
Mstep: Class 18 contains 16222 members 
Mstep: Class 19 contains 9512 members 
Mstep: Class 20 contains 215145 members 
Mstep: Class 21 contains 2810 members 
Mstep: Class 22 contains 3725 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2350 members 
Mstep: Class 25 contains 11153 members 
Mstep: Class 26 contains 20240 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601536.000000 Penalty: 101103.531250
Iteration 481Q: 30 clusters Score -1.546015e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17791 members 
Mstep: Class 4 contains 9826 members 
Mstep: Class 5 contains 19608 members 
Mstep: Class 6 contains 177524 members 
Mstep: Class 7 contains 13942 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43078 members 
Mstep: Class 10 contains 9703 members 
Mstep: Class 11 contains 19511 members 
Mstep: Class 12 contains 84034 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 14 contains 41900 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 235476 members 
Mstep: Class 17 contains 244638 members 
Mstep: Class 18 contains 16220 members 
Mstep: Class 19 contains 9510 members 
Mstep: Class 20 contains 215242 members 
Mstep: Class 21 contains 2811 members 
Mstep: Class 22 contains 3725 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2349 members 
Mstep: Class 25 contains 11157 members 
Mstep: Class 26 contains 20244 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601648.000000 Penalty: 101103.531250
Iteration 482Q: 30 clusters Score -1.546016e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53962 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17790 members 
Mstep: Class 4 contains 9827 members 
Mstep: Class 5 contains 19599 members 
Mstep: Class 6 contains 177481 members 
Mstep: Class 7 contains 13935 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43076 members 
Mstep: Class 10 contains 9703 members 
Mstep: Class 11 contains 19509 members 
Mstep: Class 12 contains 84022 members 
Mstep: Class 13 contains 9147 members 
Mstep: Class 14 contains 41901 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 235427 members 
Mstep: Class 17 contains 244686 members 
Mstep: Class 18 contains 16221 members 
Mstep: Class 19 contains 9506 members 
Mstep: Class 20 contains 215311 members 
Mstep: Class 21 contains 2812 members 
Mstep: Class 22 contains 3725 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 11158 members 
Mstep: Class 26 contains 20245 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601664.000000 Penalty: 101103.531250
Iteration 483Q: 30 clusters Score -1.546017e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17791 members 
Mstep: Class 4 contains 9826 members 
Mstep: Class 5 contains 19591 members 
Mstep: Class 6 contains 177458 members 
Mstep: Class 7 contains 13933 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43078 members 
Mstep: Class 10 contains 9703 members 
Mstep: Class 11 contains 19510 members 
Mstep: Class 12 contains 84017 members 
Mstep: Class 13 contains 9146 members 
Mstep: Class 14 contains 41911 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 235317 members 
Mstep: Class 17 contains 244736 members 
Mstep: Class 18 contains 16223 members 
Mstep: Class 19 contains 9503 members 
Mstep: Class 20 contains 215393 members 
Mstep: Class 21 contains 2812 members 
Mstep: Class 22 contains 3725 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2349 members 
Mstep: Class 25 contains 11162 members 
Mstep: Class 26 contains 20246 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601488.000000 Penalty: 101103.531250
Iteration 484Q: 30 clusters Score -1.546015e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53973 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17795 members 
Mstep: Class 4 contains 9828 members 
Mstep: Class 5 contains 19586 members 
Mstep: Class 6 contains 177431 members 
Mstep: Class 7 contains 13929 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43076 members 
Mstep: Class 10 contains 9703 members 
Mstep: Class 11 contains 19511 members 
Mstep: Class 12 contains 84016 members 
Mstep: Class 13 contains 9147 members 
Mstep: Class 14 contains 41897 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 235211 members 
Mstep: Class 17 contains 244801 members 
Mstep: Class 18 contains 16223 members 
Mstep: Class 19 contains 9500 members 
Mstep: Class 20 contains 215467 members 
Mstep: Class 21 contains 2812 members 
Mstep: Class 22 contains 3725 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2348 members 
Mstep: Class 25 contains 11171 members 
Mstep: Class 26 contains 20244 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601376.000000 Penalty: 101103.531250
Iteration 485Q: 30 clusters Score -1.546014e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17797 members 
Mstep: Class 4 contains 9827 members 
Mstep: Class 5 contains 19576 members 
Mstep: Class 6 contains 177403 members 
Mstep: Class 7 contains 13927 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43081 members 
Mstep: Class 10 contains 9703 members 
Mstep: Class 11 contains 19513 members 
Mstep: Class 12 contains 84012 members 
Mstep: Class 13 contains 9147 members 
Mstep: Class 14 contains 41893 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 235118 members 
Mstep: Class 17 contains 244844 members 
Mstep: Class 18 contains 16223 members 
Mstep: Class 19 contains 9499 members 
Mstep: Class 20 contains 215533 members 
Mstep: Class 21 contains 2811 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2350 members 
Mstep: Class 25 contains 11173 members 
Mstep: Class 26 contains 20242 members 
Mstep: Class 27 contains 4025 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601504.000000 Penalty: 101103.531250
Iteration 486Q: 30 clusters Score -1.546015e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17796 members 
Mstep: Class 4 contains 9830 members 
Mstep: Class 5 contains 19567 members 
Mstep: Class 6 contains 177364 members 
Mstep: Class 7 contains 13923 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43080 members 
Mstep: Class 10 contains 9703 members 
Mstep: Class 11 contains 19515 members 
Mstep: Class 12 contains 84009 members 
Mstep: Class 13 contains 9146 members 
Mstep: Class 14 contains 41887 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 235098 members 
Mstep: Class 17 contains 244841 members 
Mstep: Class 18 contains 16224 members 
Mstep: Class 19 contains 9495 members 
Mstep: Class 20 contains 215603 members 
Mstep: Class 21 contains 2808 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 11184 members 
Mstep: Class 26 contains 20238 members 
Mstep: Class 27 contains 4025 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601744.000000 Penalty: 101103.531250
Iteration 487Q: 30 clusters Score -1.546017e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17798 members 
Mstep: Class 4 contains 9830 members 
Mstep: Class 5 contains 19557 members 
Mstep: Class 6 contains 177331 members 
Mstep: Class 7 contains 13921 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43084 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19515 members 
Mstep: Class 12 contains 84006 members 
Mstep: Class 13 contains 9144 members 
Mstep: Class 14 contains 41876 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 235105 members 
Mstep: Class 17 contains 244824 members 
Mstep: Class 18 contains 16224 members 
Mstep: Class 19 contains 9483 members 
Mstep: Class 20 contains 215653 members 
Mstep: Class 21 contains 2808 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 11189 members 
Mstep: Class 26 contains 20239 members 
Mstep: Class 27 contains 4025 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601920.000000 Penalty: 101103.531250
Iteration 488Q: 30 clusters Score -1.546019e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17799 members 
Mstep: Class 4 contains 9827 members 
Mstep: Class 5 contains 19550 members 
Mstep: Class 6 contains 177291 members 
Mstep: Class 7 contains 13915 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43080 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19518 members 
Mstep: Class 12 contains 83999 members 
Mstep: Class 13 contains 9144 members 
Mstep: Class 14 contains 41875 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 235105 members 
Mstep: Class 17 contains 244821 members 
Mstep: Class 18 contains 16226 members 
Mstep: Class 19 contains 9471 members 
Mstep: Class 20 contains 215698 members 
Mstep: Class 21 contains 2807 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 11194 members 
Mstep: Class 26 contains 20243 members 
Mstep: Class 27 contains 4025 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601840.000000 Penalty: 101103.531250
Iteration 489Q: 30 clusters Score -1.546018e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54079 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17797 members 
Mstep: Class 4 contains 9828 members 
Mstep: Class 5 contains 19536 members 
Mstep: Class 6 contains 177272 members 
Mstep: Class 7 contains 13908 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43080 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19518 members 
Mstep: Class 12 contains 83986 members 
Mstep: Class 13 contains 9144 members 
Mstep: Class 14 contains 41861 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 235085 members 
Mstep: Class 17 contains 244831 members 
Mstep: Class 18 contains 16226 members 
Mstep: Class 19 contains 9463 members 
Mstep: Class 20 contains 215744 members 
Mstep: Class 21 contains 2807 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2356 members 
Mstep: Class 25 contains 11199 members 
Mstep: Class 26 contains 20247 members 
Mstep: Class 27 contains 4025 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154602400.000000 Penalty: 101103.531250
Iteration 490Q: 30 clusters Score -1.546024e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54095 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17796 members 
Mstep: Class 4 contains 9830 members 
Mstep: Class 5 contains 19522 members 
Mstep: Class 6 contains 177265 members 
Mstep: Class 7 contains 13901 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43082 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19518 members 
Mstep: Class 12 contains 83988 members 
Mstep: Class 13 contains 9144 members 
Mstep: Class 14 contains 41853 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 235019 members 
Mstep: Class 17 contains 244876 members 
Mstep: Class 18 contains 16224 members 
Mstep: Class 19 contains 9455 members 
Mstep: Class 20 contains 215778 members 
Mstep: Class 21 contains 2807 members 
Mstep: Class 22 contains 3723 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2356 members 
Mstep: Class 25 contains 11209 members 
Mstep: Class 26 contains 20250 members 
Mstep: Class 27 contains 4025 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154602368.000000 Penalty: 101103.531250
Iteration 491Q: 30 clusters Score -1.546024e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54094 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17796 members 
Mstep: Class 4 contains 9828 members 
Mstep: Class 5 contains 19501 members 
Mstep: Class 6 contains 177279 members 
Mstep: Class 7 contains 13896 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43081 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19521 members 
Mstep: Class 12 contains 83980 members 
Mstep: Class 13 contains 9143 members 
Mstep: Class 14 contains 41843 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 234963 members 
Mstep: Class 17 contains 244937 members 
Mstep: Class 18 contains 16223 members 
Mstep: Class 19 contains 9443 members 
Mstep: Class 20 contains 215814 members 
Mstep: Class 21 contains 2807 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2356 members 
Mstep: Class 25 contains 11213 members 
Mstep: Class 26 contains 20250 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154602416.000000 Penalty: 101103.531250
Iteration 492Q: 30 clusters Score -1.546024e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17795 members 
Mstep: Class 4 contains 9828 members 
Mstep: Class 5 contains 19485 members 
Mstep: Class 6 contains 177270 members 
Mstep: Class 7 contains 13889 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43079 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19521 members 
Mstep: Class 12 contains 83971 members 
Mstep: Class 13 contains 9143 members 
Mstep: Class 14 contains 41828 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 234922 members 
Mstep: Class 17 contains 244991 members 
Mstep: Class 18 contains 16224 members 
Mstep: Class 19 contains 9434 members 
Mstep: Class 20 contains 215863 members 
Mstep: Class 21 contains 2807 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2356 members 
Mstep: Class 25 contains 11216 members 
Mstep: Class 26 contains 20249 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154602400.000000 Penalty: 101103.531250
Iteration 493Q: 30 clusters Score -1.546024e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17795 members 
Mstep: Class 4 contains 9828 members 
Mstep: Class 5 contains 19476 members 
Mstep: Class 6 contains 177229 members 
Mstep: Class 7 contains 13887 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43076 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19524 members 
Mstep: Class 12 contains 83957 members 
Mstep: Class 13 contains 9143 members 
Mstep: Class 14 contains 41797 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 234869 members 
Mstep: Class 17 contains 245085 members 
Mstep: Class 18 contains 16226 members 
Mstep: Class 19 contains 9425 members 
Mstep: Class 20 contains 215908 members 
Mstep: Class 21 contains 2810 members 
Mstep: Class 22 contains 3723 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2356 members 
Mstep: Class 25 contains 11223 members 
Mstep: Class 26 contains 20249 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154602368.000000 Penalty: 101103.531250
Iteration 494Q: 30 clusters Score -1.546024e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17797 members 
Mstep: Class 4 contains 9828 members 
Mstep: Class 5 contains 19471 members 
Mstep: Class 6 contains 177193 members 
Mstep: Class 7 contains 13880 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43073 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19527 members 
Mstep: Class 12 contains 83954 members 
Mstep: Class 13 contains 9143 members 
Mstep: Class 14 contains 41774 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 234837 members 
Mstep: Class 17 contains 245130 members 
Mstep: Class 18 contains 16228 members 
Mstep: Class 19 contains 9415 members 
Mstep: Class 20 contains 215965 members 
Mstep: Class 21 contains 2811 members 
Mstep: Class 22 contains 3723 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2356 members 
Mstep: Class 25 contains 11228 members 
Mstep: Class 26 contains 20249 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154602480.000000 Penalty: 101103.531250
Iteration 495Q: 30 clusters Score -1.546025e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17798 members 
Mstep: Class 4 contains 9830 members 
Mstep: Class 5 contains 19454 members 
Mstep: Class 6 contains 177124 members 
Mstep: Class 7 contains 13872 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43078 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19528 members 
Mstep: Class 12 contains 83955 members 
Mstep: Class 13 contains 9142 members 
Mstep: Class 14 contains 41758 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 234835 members 
Mstep: Class 17 contains 245177 members 
Mstep: Class 18 contains 16225 members 
Mstep: Class 19 contains 9410 members 
Mstep: Class 20 contains 216016 members 
Mstep: Class 21 contains 2812 members 
Mstep: Class 22 contains 3723 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2356 members 
Mstep: Class 25 contains 11229 members 
Mstep: Class 26 contains 20251 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154602368.000000 Penalty: 101103.531250
Iteration 496Q: 30 clusters Score -1.546024e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17799 members 
Mstep: Class 4 contains 9828 members 
Mstep: Class 5 contains 19436 members 
Mstep: Class 6 contains 177079 members 
Mstep: Class 7 contains 13870 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43078 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19528 members 
Mstep: Class 12 contains 83952 members 
Mstep: Class 13 contains 9142 members 
Mstep: Class 14 contains 41739 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 234845 members 
Mstep: Class 17 contains 245211 members 
Mstep: Class 18 contains 16224 members 
Mstep: Class 19 contains 9399 members 
Mstep: Class 20 contains 216050 members 
Mstep: Class 21 contains 2813 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2355 members 
Mstep: Class 25 contains 11237 members 
Mstep: Class 26 contains 20250 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154602752.000000 Penalty: 101103.531250
Iteration 497Q: 30 clusters Score -1.546028e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54147 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17800 members 
Mstep: Class 4 contains 9828 members 
Mstep: Class 5 contains 19424 members 
Mstep: Class 6 contains 177051 members 
Mstep: Class 7 contains 13871 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43071 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19529 members 
Mstep: Class 12 contains 83950 members 
Mstep: Class 13 contains 9142 members 
Mstep: Class 14 contains 41725 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 234837 members 
Mstep: Class 17 contains 245233 members 
Mstep: Class 18 contains 16224 members 
Mstep: Class 19 contains 9381 members 
Mstep: Class 20 contains 216096 members 
Mstep: Class 21 contains 2814 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2358 members 
Mstep: Class 25 contains 11237 members 
Mstep: Class 26 contains 20249 members 
Mstep: Class 27 contains 4025 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154602800.000000 Penalty: 101103.531250
Iteration 498Q: 30 clusters Score -1.546028e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17800 members 
Mstep: Class 4 contains 9831 members 
Mstep: Class 5 contains 19413 members 
Mstep: Class 6 contains 177006 members 
Mstep: Class 7 contains 13869 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43067 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19529 members 
Mstep: Class 12 contains 83950 members 
Mstep: Class 13 contains 9142 members 
Mstep: Class 14 contains 41704 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 234831 members 
Mstep: Class 17 contains 245243 members 
Mstep: Class 18 contains 16225 members 
Mstep: Class 19 contains 9369 members 
Mstep: Class 20 contains 216166 members 
Mstep: Class 21 contains 2815 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 11246 members 
Mstep: Class 26 contains 20249 members 
Mstep: Class 27 contains 4025 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154602880.000000 Penalty: 101103.531250
Iteration 499Q: 30 clusters Score -1.546029e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54164 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 17800 members 
Mstep: Class 4 contains 9831 members 
Mstep: Class 5 contains 19396 members 
Mstep: Class 6 contains 176963 members 
Mstep: Class 7 contains 13866 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 43066 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 19528 members 
Mstep: Class 12 contains 83946 members 
Mstep: Class 13 contains 9142 members 
Mstep: Class 14 contains 41688 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 234818 members 
Mstep: Class 17 contains 245267 members 
Mstep: Class 18 contains 16225 members 
Mstep: Class 19 contains 9366 members 
Mstep: Class 20 contains 216224 members 
Mstep: Class 21 contains 2815 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 11251 members 
Mstep: Class 26 contains 20249 members 
Mstep: Class 27 contains 4025 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154602752.000000 Penalty: 101103.531250
Iteration 500F: 30 clusters Score -1.546028e+08 nChanged 665
Maximum iterations exceeded
--- Evaluating fit on full set of 3822400 points ---
Entering Unmasked Estep 
Score: -473252832.000000 Penalty: 109004.750000
25->30 Clusters: Score -473252832.000000, best is -473340288.000000

Main iterations: 0 (time per=infms)
Total iterations: 111181 (time per=556.739018ms)
Iterations metric 2: 10177027768320.000000 (time per=6.082208ns)
Iterations metric 3: 305326842707968.000000 (time per=202.729640ps)

That took 61898.800781 seconds.
